From d4b3ebfbcaf5d60ebe5436b046c1356fd41e861d Mon Sep 17 00:00:00 2001 From: jkitchin Date: Wed, 17 Jul 2024 23:59:42 +0000 Subject: [PATCH] deploy: 48d9800a7a3622911ba5468b1733044353ac3568 --- .buildinfo | 2 +- ...ab757c35944a47336c0dedc283e27d3c0e3d84.png | Bin 0 -> 19678 bytes ...136a118acb1b872e87fd68c8e5597da63cdc4c.png | Bin 19946 -> 0 bytes ...216d64907ddef0e182bcc77a3cb7f48b1f2459.png | Bin 0 -> 67673 bytes ...50e8ab30363937e54676777e6f7240ab6a5e95.png | Bin 0 -> 55280 bytes ...5e204ee968db9bec3c7719b526073a10c33126.png | Bin 0 -> 17221 bytes ...65916baa5c553b1b755c10ad77ab796b8a2c9e.png | Bin 17416 -> 0 bytes ...a287db5f2d41d2f8d69e139b58c8549b8ee2d2.png | Bin 31420 -> 0 bytes ...e6494a9ba5d7f76271b5cad4a77b1b108e14c2.png | Bin 8730 -> 0 bytes ...7efd07f68d7bf7b8e083520cf3b8b5ff99b940.png | Bin 0 -> 18487 bytes ...a2605d8b06c2bc25b347bebf2f763134c4ebc1.png | Bin 8383 -> 0 bytes ...a3a1799a56ffdd5d56e7b122e996dc7c179c64.png | Bin 18459 -> 0 bytes ...f61235955e05a8b12c02505aad49ad69372d5d.png | Bin 0 -> 21505 bytes ...14d5eb8ac9a5960d84442fd9d43527b36b9511.png | Bin 0 -> 8391 bytes ...f9188ec2595dca480eb7d4605a76365d0af5cc.png | Bin 9378 -> 0 bytes ...c0f6e680d7c2b693891896ae301033cd8f24d0.png | Bin 127170 -> 0 bytes ...1d0d389431b3bcf2df9f58e0ea832c6d13d33b.png | Bin 0 -> 8704 bytes ...c89be4f1a323ca653c16e005656249e95d212b.png | Bin 20968 -> 0 bytes ...92d42f12507cea8be3773dc57d6715c03dd194.png | Bin 56064 -> 0 bytes ...aad5fce45df4958bf1752831ef9fd93d3be1e6.png | Bin 0 -> 18400 bytes ...14344199b5ad9ebb30a3ed3c345703a501e291.png | Bin 21450 -> 0 bytes ...880b7acfd631b8bb0fdbbb2990929873775423.png | Bin 17496 -> 0 bytes ...2f12a7f2fa76b0e9ed43fd3dc8c02e2e5a683f.png | Bin 0 -> 12467 bytes ...463e001a80256f6a34a07f5b25cfe0ba7f4c4f.png | Bin 66799 -> 0 bytes ...fad01de24e44b98436cb1a4e5f9dd52fdd6e1b.png | Bin 0 -> 17628 bytes ...ede22136d0d19e4e8b22419714ab03057078fc.png | Bin 24610 -> 0 bytes ...6fb00a2b79ac3bad200af6acc399c384e1e598.png | Bin 18480 -> 0 bytes ...8b5c9a8d699cd3f552fa0c695020a434320eb7.png | Bin 0 -> 17528 bytes ...bd872f5048b24ddc2dabe62035f568790fa329.png | Bin 10808 -> 0 bytes ...5f31e80954198938209c41eb34e37eadbcbab4.png | Bin 0 -> 24289 bytes ...92f9d9f567a4263f0a4078fc1a8d64c206797c.png | Bin 12515 -> 0 bytes ...e03f3e943b231f8ad868b11532d644df84072a.png | Bin 17364 -> 0 bytes ...6bb1c9f2be7da04767f92c4de43d250379daf4.png | Bin 0 -> 10271 bytes ...5879f48b8f4dbb6f9a0e81e6040e7cd376d02c.png | Bin 0 -> 17635 bytes ...9780ad522b7667421e2778c67cdec9ae67dbea.png | Bin 19031 -> 0 bytes ...481739fcbdd92c4d00200c8828d0153d18a074.png | Bin 0 -> 19857 bytes ...74595c9f066e0d6caffdf36a4fb36fe4b5703d.png | Bin 0 -> 121940 bytes ...4870540cc1b34fec57e117abbb6671ed6b7ada.png | Bin 0 -> 10886 bytes ...2b39d468161b6422f641172b6e2198c28e237f.png | Bin 0 -> 21407 bytes ...1eb46f5d9417435763416c5089a0c72b55dca6.png | Bin 0 -> 18776 bytes ...ac4644630abbd238b9b5065c0c340bd2aa1818.png | Bin 19693 -> 0 bytes _static/searchtools.js | 7 +- blog/basic-python.html | 40 ++--- blog/differential-equations.html | 2 +- blog/interpolation.html | 4 +- blog/linear-algebra.html | 4 +- blog/math.html | 28 ++-- blog/nonlinear-algebra.html | 4 +- blog/plotting.html | 2 +- blog/programming.html | 4 +- blog/statistics.html | 42 ++--- blog/worked-examples.html | 22 +-- book/00-intro.html | 30 ++-- book/02-integration-1.html | 8 +- book/03-fode-1.html | 6 +- book/07-nla-1.html | 14 +- book/08-nla-2.html | 28 ++-- book/09-bvp.html | 2 +- book/10-min-max.html | 6 +- book/11-regression.html | 2 +- book/15-intro-linear-algebra.html | 16 +- book/17-linear-algebra-2.html | 49 +++--- book/18-linear-regression.html | 5 +- book/23-gp.html | 76 ++++----- docs/about.html | 4 +- docs/beginner.html | 2 +- docs/execution-statistics.html | 146 +++++++++--------- docs/pycse.html | 2 +- objects.inv | Bin 1209 -> 1223 bytes searchindex.js | 2 +- 70 files changed, 281 insertions(+), 278 deletions(-) create mode 100644 _images/0a5a7824b6e59487603a38ece2ab757c35944a47336c0dedc283e27d3c0e3d84.png delete mode 100644 _images/2bc2595525828df5de393d9784136a118acb1b872e87fd68c8e5597da63cdc4c.png create mode 100644 _images/2d7bb8ae04a90859d4b083e426216d64907ddef0e182bcc77a3cb7f48b1f2459.png create mode 100644 _images/2e2db9dd304f55a007cce2a7c550e8ab30363937e54676777e6f7240ab6a5e95.png create mode 100644 _images/31f2fb275604f65e95eea270cb5e204ee968db9bec3c7719b526073a10c33126.png delete mode 100644 _images/3c479c790345ee140b1f543b5c65916baa5c553b1b755c10ad77ab796b8a2c9e.png delete mode 100644 _images/3ca5ed7d495a283a2851fad06fa287db5f2d41d2f8d69e139b58c8549b8ee2d2.png delete mode 100644 _images/3d2002be363e512ec01a2e1925e6494a9ba5d7f76271b5cad4a77b1b108e14c2.png create mode 100644 _images/43907df3a9a8182664f72d609a7efd07f68d7bf7b8e083520cf3b8b5ff99b940.png delete mode 100644 _images/49cdfe902247f10f4518d6b322a2605d8b06c2bc25b347bebf2f763134c4ebc1.png delete mode 100644 _images/4ad898a2b1fbacb9a6f447f639a3a1799a56ffdd5d56e7b122e996dc7c179c64.png create mode 100644 _images/51c8ddb82d9aed909a2b5aaaf3f61235955e05a8b12c02505aad49ad69372d5d.png create mode 100644 _images/59ce4c09293a22ceba63315cf214d5eb8ac9a5960d84442fd9d43527b36b9511.png delete mode 100644 _images/5bde168daa4140145b77ff8f26f9188ec2595dca480eb7d4605a76365d0af5cc.png delete mode 100644 _images/5c57ac8f62734b1116b8d31686c0f6e680d7c2b693891896ae301033cd8f24d0.png create mode 100644 _images/5ce45208e6981935eb69c8884f1d0d389431b3bcf2df9f58e0ea832c6d13d33b.png delete mode 100644 _images/613bd80e8c4f11be200629f2f6c89be4f1a323ca653c16e005656249e95d212b.png delete mode 100644 _images/63f40c6dd9b56d83ad5c4d954392d42f12507cea8be3773dc57d6715c03dd194.png create mode 100644 _images/67002f3f14ad30668d7118db29aad5fce45df4958bf1752831ef9fd93d3be1e6.png delete mode 100644 _images/6e7cc860b8bea612ed4708a43614344199b5ad9ebb30a3ed3c345703a501e291.png delete mode 100644 _images/6e8635e458dfe36a662324bb7e880b7acfd631b8bb0fdbbb2990929873775423.png create mode 100644 _images/6eb79584cd873edf24ed19e2fa2f12a7f2fa76b0e9ed43fd3dc8c02e2e5a683f.png delete mode 100644 _images/729dfe3171a20031ea23a8d2a0463e001a80256f6a34a07f5b25cfe0ba7f4c4f.png create mode 100644 _images/75a6ab8a4ed285e2af3448660afad01de24e44b98436cb1a4e5f9dd52fdd6e1b.png delete mode 100644 _images/8ed9980079cb50623ea3082acbede22136d0d19e4e8b22419714ab03057078fc.png delete mode 100644 _images/8f3a7bf246cdc8d2356396ea9d6fb00a2b79ac3bad200af6acc399c384e1e598.png create mode 100644 _images/8ff3303b7014a48a89ae8e72c78b5c9a8d699cd3f552fa0c695020a434320eb7.png delete mode 100644 _images/9451033f12106bf9544e28e31ebd872f5048b24ddc2dabe62035f568790fa329.png create mode 100644 _images/956626e914daa94f300d17853c5f31e80954198938209c41eb34e37eadbcbab4.png delete mode 100644 _images/9b197510ef3a06b6511845f29792f9d9f567a4263f0a4078fc1a8d64c206797c.png delete mode 100644 _images/9e803b6dc9401c783cd9fd590de03f3e943b231f8ad868b11532d644df84072a.png create mode 100644 _images/a24a040e044851f99acdea7ddb6bb1c9f2be7da04767f92c4de43d250379daf4.png create mode 100644 _images/a78cd84b0ff818f4379579778a5879f48b8f4dbb6f9a0e81e6040e7cd376d02c.png delete mode 100644 _images/c291cdf1da7c22fd6b0138dbc39780ad522b7667421e2778c67cdec9ae67dbea.png create mode 100644 _images/ccf1ee97b73048624cf881ce29481739fcbdd92c4d00200c8828d0153d18a074.png create mode 100644 _images/d0777370d96b8edc4106ed151674595c9f066e0d6caffdf36a4fb36fe4b5703d.png create mode 100644 _images/d8f2ccf42bf0443c4ff2c1096b4870540cc1b34fec57e117abbb6671ed6b7ada.png create mode 100644 _images/e4d77c7c974e28b724fd431f9d2b39d468161b6422f641172b6e2198c28e237f.png create mode 100644 _images/e9f828a48c520b6ad1530038ca1eb46f5d9417435763416c5089a0c72b55dca6.png delete mode 100644 _images/f8fb685424dcfbf7e93eb76ba9ac4644630abbd238b9b5065c0c340bd2aa1818.png diff --git a/.buildinfo b/.buildinfo index aacc9df..61ab405 100644 --- a/.buildinfo +++ b/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 60bc2fbd36b7aee4db8e09e4cf057e16 +config: b4cd6cdadb2a6ae0e68306c46211a940 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/_images/0a5a7824b6e59487603a38ece2ab757c35944a47336c0dedc283e27d3c0e3d84.png b/_images/0a5a7824b6e59487603a38ece2ab757c35944a47336c0dedc283e27d3c0e3d84.png new file mode 100644 index 0000000000000000000000000000000000000000..f101ed1a4dce770f093909e194ed9332dee74cb9 GIT binary patch literal 19678 zcmb`v1yohv*EV_(2~nh^OF%$rq)|ahQBp~zLAtv^X=xA<0YMN1X=z2eB&DRK8|ltF zH@@HZ-tm6pf5#o;-rv9mwc5DPIAfSp@uyQg{O!7LCX~VY>Gn3K9-SqpzMFgBdIf>bCZei6108UsC8NYErc? zKDdR0O;33%L5!RPC;f%PulNiG%b2}AY3?VtegzaWPak-R96Xf&^GV?FK}TcuR@=Vr3IRURG1L3JMBp$txJeCm@K@(yO3@H^0}}iNl*t zjWSE9+zu1osj0@0_3dpxS*94_s{{lDd@u1Y%+AhYU%eWj>2+ejb5+fXL%TAlpnxmO z067hLXVRU(U%!4WhufChO)oB9O7WV{>^BSUg*TO+nv^{A^Y@PzY0ht+Z0(@ck<98h zJHIB%-Z!@x6BT8VulAn}fa_YpX~Tu@8zTOHf6f0-2Xc=nXuqnxd84D|e0(If*T0iZ zldd(cyN)P5HGac}b^dJ{4Oo;4Xec*-ck#s=T8+BMl%yt<3S^Vr;ki6{BTjG0QYqT# ze5O(pc59nrP(EkNL;+m10y0JC)7ULHj^S#qXd=iolnB; zw%w=xf{|JmVq>VD1{B8$hhI9s>i8FbX4Cj1wj+G1hlRt3QG{^`7?(*>-1k-$v-{yE zC?cY{OZ3d6W8>$~pOHTeajiHwei!is2L(|{9v4)ErDGz$=c+C1TG55~4lFxK&UttXXaNpx=3zKCM*VWZEZ(x8qm3pJ{Ti=CS!f-?0o-aGz-hhj&z+&jOva<4Z5s}mP(+?I`7d^Mrw;?)j3ST2$rer_Z13>+8{3VsT=a6`H=NWdEwLpO%xjI`}TAEm!~ zl>Sv+8zxA4SHh4S3@t5{rW?ybV~E2xq?Zi zP42-1w5AB!h|y6^6J833wLjF9{1!FT&ZB6kmY+XgYM##5rbkB;%D(5l zsY&JZcewx4fe;d#L_Cww+IBynqe3If{-p8y5X;`Qvh0YDg!d$NRA~ews`CXyQ6)Il zKRoUvUdz2xlrEG!t|~B(M2?)ta!CaCoI27=g=kT^+7|EIzV$*RiJGYzOYq%dR9W9s zo-9POOb@pgKi_W-a>R$i9>o=2KVyvprRr6(A_cp{3X!1L&F6XWoCL?wO=AC>o-FN% z`fT!fY@$$kqU0+%(uqPDjdr7Ts)`KE;gv>3!*@R$du91qDKB6A^L0KcN4&Sf@-hF; zq+-|hrND4N16A|bx$!NMy}>6_>!X zx@`LWv)38%zb}4PS#+A&QSLQqqr!4S-azQz$8Vl^knetA4}kc#u>rT-K3n59y zD3r4^o|Mn9Jh6s!RmCt9bv48)So5KCs_#FS7{=o z?X$NicLDn~r>`dCI{#)eNRD~awltH_jFkEA;2qf|LH2<2b3gE?n%+$HJYkr~vx^p# zYdcRlcBsIv*!LuV-7W4v&zdg2`S0r1hr$mfkEC`AswIz3U!Nb{nZ%jZ&?UWvLMi;| zk)PsakNEep=fQ{uS?C4yG>>i}b#})@l4fMshRwxrZ>rX)P!m6&|2@mZJx`H_18-M< zzLeJqH1Wo}viM7CNibKe$F4}X_5!k-AqT+E#>U3}!F+Q5Q6e#`YKlQ~xQ(stgEFhJ z0;{oas*fJSsh@MiE^~X^Gof^QQk)`xuGn{1RYw<(`UM2&cP0u6+DxE!*Ty48tgETh zq$8RN4Vo#atIY>ELaFbN5HZU)d=w9ieD^M>p+SP`o?CHj3=si=M)fC0W<}Uxdy2TL zYs4&$iK+}lV%S;Ynm?PHvDT`NIGE%UUHT0SnnE8)N@D!Z(J&bPUG44N(A1C z^+7v7P&;2>Y{0Ap`|@RR4Gr=>v!i5XNePK?)2?{>&;thn!`s(iwBFyw-ij9Pk?S@q z`DMZ@cX(X-UPu7b7p?6ryEvS9YI>TII_CZR*Lw8{XX5HdI>(kWfE6*OREa-M=G&u3K|@-KmmlVYpYWNO*a9`C1+v9AIC$ViB7I;rI8d zsJX&@*s&JxNKd=M^N&66MSHXFs7a+2)?S=oZES8f=*^JBEwvmi-*|8D0MUo)XH`+- z{>Hjw%Zr+7qVHlH&Y@4M&mQ$K2=EwpHmpz96VT9vZ*JPLX??r)yv(XG0GASlnr@De ze)teOIyxGK>bkc_g^5QKy7$K&k3l-T;p>aG0`D^~kHf{!PpWWXU_UR>t^fW;g!19` ztn22JV6dfMeE7@?2M34C>)2&xZcZ$%8-YWE1$yYK<bZW{m%h2f5lmjn446TzonT(?BbM$D5&)n1fj)Eu(bjg5)EAQrXv5 zHT~B+-ud^?(om}_R6eJFJs={goP$w|_TQlwEJR%|b>fg~Q+LZO391I32aSL}^3eUR z;lnmI*&yqXQm<7)=C2~>L6m=HcPw)6|* zjoJWRPZzas>c~Ut=B0lh=cc<@_2}MZluNPq#Th$oqe-drLFcG1#nUIY57f$K)u8_n zhshxN_xfOToAJZ30oIFVqob~q-_8?%4Ey3QfYy1_iS)4EQ@6)nXr4+Q5 zoflDedqiKwJu_iiMK&vIw3=#IpvYKQ;?yHQmx|2`@kZzMh?%4q_T9|`nr%0G29crn z!L9Fwdksh*XLHT7b?i#t> ztsB5aKB&v7mPJ2&*NYvZX5VY4pV4k=PCfdI7J&U;pUm;|0n^bWVZvhFg}jND5VA{dp@-!b*cLk@)sD z&K|#|v#shxC&x=drXtScXRm{TGGjk|$P+c|xM@(QgwzeY&x|*o*by!-sV! zrS9!m&WAb!5}X-(D(88?>w!<}Wy zQ3ZMVfa+?|t5kwM4}3ATwp?$=UwQdb?#>JO`~mU&frM4_l4o0WP+Y}lO&;{J+<9lP+A$S*!ngN$&i4S z*7}<$9PO~wcL^$%x&-Sg*M67SM;Nh>UTjpt;c|@!{JCu`tsTXty#+=c6c*!E)KF=5 zxaAcU@wn}-1h==hlRT1!xvr|#R(SpF!zZ1`m*}`Ghk0|JmEa@@SW6ii8W!o)>vCPc zcaQqPg9q%9kuc0TSoA3=m0neHT{fIq(}EXeB1UDCgo%-`zSN&RxwsfyS$P-bBbD|t z+x%qqPcxJyk&*Z}7#Yz}MqMAmPEU>)SXgk<)6-q{#+;*)lERpiJ)V5sdmtg*YI6EBB%JVPR$M&XA+rUKt_+4Ak*V(HhEJln>Zy#(B__G|esCEs?(Pg699O?P{S||Z-r>p$^TOU_a&4bwhYh7` zgXL{nFNhzHFUIS*es;Piid26`du!77@1tJ%`c5t_y`GxVPZaT_;NajO6R@Jv_Bwb0 zXDBwbDl#p329?&oYV$F5Ae6C#-?lYn55^z3d=u20Zz~g@USe~+k$JxoAS}tkYz;YD8nHOzuKRU1d*`J9~SfB94d%t%TGPp$|l*E%6Pfl4^|2`SQe zt=I$v(j>!2c}oUSKKc2a9-gk>C?Pa4(VgBk+ZyyKW#i9n&v{ylM{_r5d)uM+q(57Y zft#Bkzv__1%*>39Bpe_&iKVcTj{#|kjT#Hr#@jhgdoh9L9J{Tu>JwaMg%1}|i9+_6 zc=xvPM@L5s^c!(1w|gFw;68*E_1F)8-^L!wX|g4A4-l zsyQ_&4}1$87N6W;W}ZG;t1dGXff$_dm2a95$}r#Tq6-R}nPE5DSp>wefj&UhG88ufvVF(bBmEu zTtF}v6|2j2?%(&3M29Ut^qSMjXmY*cNx5Jf_u_A-C(X9%a2OC5Qxmnm@Axe#wB7&m zNk~efp;YrUgVE42)p@T&t;H_r_VJ2!{uwoDJt8WpyD3K6@>5R^@oVc(-@Z}c_+RMk z{O#UKc@9M$Xa5?QT#ay|&n~!dN$WzvdX!*`;q5Ggp;!`)c`0n$`ti&;O*M$FE!veE z)7(fJc{u&5Y;CPmpP`V+o4r5%F)7>g(v^Va!9-z490k!6-nsU8``$@d8#!Z3#h2Ax zC+^PN)?Iz4?ozSQXPw1&(9$7I>**J#<3;{7L$($w|CcZi41$7Wuyk+Ux>dU|-CSrt zFHd#H=?cKb`d$UmvFHk*q;AA%DZd<0rN%(rwRh(|ESX+9{+%*pZv|l}c(yGLiVW(O z&Q2*672@OL<6l6C+_-T=ceLCVI0UP#N`WwYsCQck{qV`Q7Ohq~Sfr9m|Li+G@fN(* zF02svK1FhF^my{^bE{hRvQd2}LAb~61yePy@W}wU$7^RgY$0L9lWP|t6Y&tM^<6g| zyM(IQ*6YUJvW*cW&$^B_(Cz%U{@9iZ`zbP$Rcyct!Mi=)rRyG*o`X(v`669c{Cg?syfeyb|7U zsA-=3j3o~aYN?|7p%~CyJsS94m?6LsrzUgt!4v7!Ws~2+0<>QHbg27GF_T+eqELPW zE^_>*)+=w zYSk1Ur4vGR(OBnynLPnQ@I(6f*Q^^Y^X`h8O1^n?W*(>N*5xchCw0ScsNoAJ;;p{_ zdo8QPq$DLRtuaCkWEF}5ler?Og6*#vz!R;c5LiN?X>9ey02s%q}r0w#MDPQkMon=Hu_R_2|v@>zf-ZQtgN(w z;Q3tmGD0tjjJsk=p6Y2R>1Cy!rU?JQNbqnzoX-RU_V4QCzNycY=E( zE843{m9?~}y-s%2*q#+*1F4Sk2_fYa``oL+Mg?oe{19>iLd#I3N_n{JWKBoLw+q|F zKz{nZ`t7oikkGH?o$~4MI}?!L%ErAY-F|$yd;r(ck@baJ_h()a%BLFFtV<=x@|}jX z)d%-gq3zW%N=8OT8%IYz%W5d43Qc>NLj2*ro3XQAO%#`T!CvQ~$z5rl(r3HC^v-d{ z2)5c_iTQvE=}!n->>Qfqx>33iHhfhcr^whcl9+4RxyyvNPM1rw zwfS}4rEQDxo9zRA~C?@9B=1Vhz|imlE&+|H|-y`J&1m`U=10)Jf48Kgo@HkXlL z3e0Qc>e%-}+i9u3-@m6i@2o+fY~)KW`cEuEUt*bqKHfb0Ujy?GGP5^ufRISw2Z@?avR}rM_GH2M2mbyMF;63b3}PKaQJNTZ@48ulFnE zL0C9BkI@ytddKYwX=aJ$Dkz>ym;|KF}uPGjUbBQj+au% z5$TGUN-kOio<)d&lw*`Ip_Z>|w!c)GY0rF_hP{=TxVY{9x*i1FE7IXqFXcbiHv|)L zTaA`u5``vYLy3=?n4Y%p;Lgg*ddF=be-Dv73fDabNpE z8gX|MJK!ocPQ~%u*?k0tNk`B$f+l2rSd#bYNmj~}EVjep)~g>=;-L)iFgVFMP%(1WZIjd*YTcj@av1qFhTiu z__?_7ftSE7ot>X&;EFUS#3$$u%e@yJlJ0JIJqC?dWRythv~sEJ2Y2@9C|sI)p+3gu z*4D=F=hl<^8`BHp)uO@<3qC_d#sUY9e)ve9Rn2|o-;p4|aQpUVKv!@?M77z+8i4ln zA|h2oYra5av>il0s@$w6K-IjV`)m6=)Rnm=(vfG`BCCl?)Qf7mDXczdh(=xvyRq{ndM#zh$!8Pt*j2JKxJE=Z%kaE$)Y*B36!xn(x% z6Sd2o{RiUqM$d@|qE0e-$Tog`{$42h{bHe>wmP>EO=qI90nhub1J9?`+5P?f`>WsA z5QUax%`Uef^l^YGCOQrJ^O04jTvO_Sjoa9V?2Mm>6HACOH8Bp$lC9{&ued z2rGCwniYh%Zrze&;Rgn^Tx2*g_+*F?1d7SD!h0GPD@gPJNx%ozJv}2MhP=GI%fw48 zE?AA`d2$AFE;9i^EgO(No5Yhd>TdeD;x+0!SOoP&WyU}ANJ>DKg!8zkK-J+AYbY5v zV3Nca^1vZw<$NXSjiY|0gxcG~c~NMK0>A_L+(=6tGTlQQG3?6s(cvL4`c0OX12obq zE)+6wWskbJxz(BQ((~{TVPIfzQH0^rl=hRk@H{ztAQPyh zbX*T%<+t%DT%GgZ{jMz6bkXH5^6AnBP3 z*@rk3PaFyeCOt>kfrb??F;Ek;-93{zBn+J=dlW8BT^I{e$WW(d&t!>;^f^H#h1Af@ z^tbpbMvwQWBgjNN1R?QmOh<@nJFnc^8@2DPg&BG;rej=FoF1sCVQ~MUJX02dXyqy`-@xE<4`&mYkQ@08X zNYb}*MBfL_Xc?oS*6t0WqnVMKqDQH4nI|Cvc2-i=r}}Xo7nQi3-~Fjlhc9jbsDu1JcmSQy!ZrB zat9X8!Zo+)}(@$Z2rT_Q(p z!zJc{Ko(CzX&~sbe%;Q_4xgMn*f`nqcMk&pYEKeBgp@2+D7L)VU-P{;G1YE;X#rVV zMV2G{D}R1aiin70SXNb4Ap$SvRVtH08@TO_#C-enONYx+_wJS7`xanw14h`H!yo`U zD&P_|%Yj7)MHW|LRhZ#K4N+?Gk9nBX7w)dN|GEjV1Q)jEsOR38%Tm_o0^=?kY`W`y zHIS3JT{jK2d1Hct*yiF4T-B4D2<*t$SJCgK*i8*6IT*l>#}hrq2mC4R;c-_}Q*&Z! z>J=~(^iYh$084BnAm2!&$MU(br=Kooe#R`3j^N^iWzfN8-We7bN2;2y9oF71+nY6! zB?^j&)bZCvya^-imIxZCC}I$sp#nsL-LO(P?eKnB4N zwXlPUq77)cAcTWVV6g$}r{P(+PM`j8k1rR_#F<;5ek*>Slfs-S1g<;I9H8V)1v7J* z|7J7c_2&5WNtva))be>lbMy1NH=xWc6HB5Yidzwv3_}A2XoFT;`=ymwQELZ?1t=6C zGXw)9Cbn0tGQsji)tFp!@p7dA*%FyY5pq&2V}FezrXbWiSC)NPeC$a`LhJ*%vv69O zPBU>DpvP%pO?L7;?;3&Yil!4s)1p0!-{m-9TA6NR(+sz;o?wUdT7XegI$1_m>3u@ zthuh_@tpY=hKAP#1O^SqqU8by>SLWk>UYYYHNM5@(&V$v;?xJmz|9*r*RXIa|!X{Hrd_~ z&9Tk;g===?e`Hr)7kbvGhf6xOvcNmSKYV~E{_rA%&5%4Je_B><9?=ov0geiO!Wxf=tLmQ zO{B+Z*MYpKsHy2uf2m5XXVIahy`6WgtF=|^*)s|c4-b6MpyGLqr=Y0Kpyz{nLqbX_ z6*$Dqyu7CQWbbgmh10-haL-%f6DVCC_RPRmxUnYwA`Goe>S(fP;qj@)?T(d&D=M z*X!>>?@9}$BH8FiT#|bf&HCa3xsA-%(CeZ_YWMNI15o7jU_vWhDAQlu% zy{3?T?uOl8B6TI$)Ym_vU{G-xAV7{zH4UP?>FG_XMEo?oO?D+9;VQUoO6SMTBht!K zF{#l36h6ESb@dJcR%)?mC9JGCLZu9RDMN4xq6~&zzu=2fRifgrJp7gqFUd6J*u^9# zM?jf${rdHq9#?>Cm@55b>q}o8P&I!0r3>V%?6&lFhL8@hXk1XB|CQKWgFK_M#h)Z5 zZ_D_Kmt)^uEVR$Ir8b^#ehy$qlP{h~5Y&$;@L3xtC#&`SqAn5hD9B@mClDQ{il{-_ zFOqil$I4%qBjj0Dn1J#)M91p@1F9ax;bM3@evvy~wh2U;nd?`iUdD@3y{x^-RcU^G zb)kI`=f*t5EIrkI0p3ayPwzUSKB#>NBUyzlY`S zPCr^-A31lVJ&f8u$Fl0rSlMy!0IBX;dsdL;rBFi!VQ8HVORGJds;{(r3>Y;;H0Eu;e~& zE?$fiX^%`yyaGbU5tJa`47~Rz1J9SrZv^-l z=&Uw&Uw-D2nYg~VFStE5OWg7r03;H$JSf7Xdi7tzI&ez_o5DWl?v$(^hR0Z}`lf`A z1MZ|TN<-iu1HLj;w6RxxMr~zf#U7s}`9B%%7PF*^PxbZ5e;<4(rJ&Q!+jrB~DK?*m z7-FZ`ad2z}j8~CS$1C~I-?PrwM(Y=|jhX0^mR?nc;c;}<9z0UhEJT<#sVWEj6Vd$2Ck z2KzR3XuvQ8(lutAOn6I`uL9#E>4?c-lrI#X|D*^F1*V@V(LE>Mo~$9}ZbA)eZNV4- zl3*0+jr*+E5v7T$X>)dLn5q3MxZ|^e336K$I)Rw(Z-wRp@XCNr=drJ-aAl3;h9et& z$kc{3Jw4XuWQMFq?0ek!D=uee`WhB39Ec7p6qN65JngHaZ~=A7_vNzG4)$9?0;M)Y z)wDyIN6bv^^#3b4n*6|?g)7nb3eiVbM$6poxjYZ(u+c)7NyFy@B_C4+_m=o@(O{%F z@{M14nmNt57qd^w6`x_?#S+ckyB6{>>B6UQ$v(3iN%sFIN}04TwHkX3b@qewCv<>O z!Ar^h0VYb7N=WB*pom-}Y*2~A3WgU;C=yCLL68<-zsA{K=tkd~@3QXM&&gp6r4k}6 z8*`%U>FMF}Jao8wFcSlg1o6wvjPzfjR8-QsWd2)de8#{+pp-obF`tNJ%^%D{ zU@3?^cA+hYS@tc;vNJ$ZYHChSyTcvl)kKI_L2UYsr}i!@ZHM|iAexhi{>HL;L_$fQ zaQGabj4TK!0L&2}X+ElEgV;5^U=I!%Wfm30GipXGh7E+>EsyfWYbad@3oc}HDa+#o z#}H^>C9nv94yRsbrR8f$DPSex;ZZ38H1jhxa02EZ+gwC466&4XbN5Oc=_@mK9G%kJ zSTfab0R=pK{8$_SfY0I6AH6+2kuguJmG|4@dAPwh(!2jNhItzP;j)+>w+@=nbc}*X zEwCAZfCsc+?*kP2BBm3_9KAOg=u4Us*%s-bBT)J7S5#xb0_Tl;c0~X^Mx911GmdzS z+QIz&jtdRe3?N57Vro=SXlMhJavNYIHTYBMij9lg2xsl=tqE>fjaBZOD4g*W^vJtr z^$0_ReBiRU{xN_#!&snJ2yzE&M12cWpFCg7l!P_ zy>{i|xMn@t>mT>@x*6uFCG0oC$9pqK&;YAr9e9^y_8jZAw0vQ|8QPzJf6Y{q#=9SL zf*^wi^1JN4TwPa#?D@Kd9|;{YE7^TT8TvebOK(=%7-K<6{4SzJ)5&`hmc02cm@q1< z4#`lut&zKI{1POHf$c`r3wQhVh&O5HJa`}}k-oY`5SxzB_NF}-9S2MEAQ(!YzC(bvW^!sg z_eo36kRfx$)(*uP$Vua?_psuxytCI42wf!Nfbbhw3+Fa`fXFd`uMjz;;tE0o*y!Xd zW*HC&T|)?s%Uom_;D!lt7BEct+Js7vp*r&{z*=1-U~}Z94@9gg4l(kxanrMF5fi%d zw@@iyOr0AY!2LVy@{lsLFa^;t}f?ndC{SUebkiBYo0~rkd%v(h|s2%Dv#lY1cTrBQj!(Ic1kcKHN>) zbtO#7;$7UQp`ZnY^N+xKnebn`YJeo7`(knDvfw#IAtm9B*ft%|hnJom|IJ2!c<<>& zWB)72V5FJ@9#V${<-G)rZ9y2Pxc}YytVm)@f1OrVO{%o}^jj0{mFSlD$Vjy6qqfpr z4ikKlJRpik98J4cpZ_t)0tF-J)*%bKptI6mcZbqTI`_eKV7wpGtcBR<2xO&!sD~J; zv=Fp&d7QebG$sxVrH+>xM)sToA>&RNO7tls13;NAg$~-V;S~)~HK*I%QQ6xaUl=y^}9HZd?+7qU3whba5h|Ydz2U+)Q;TOtBV$T z7)Ga&;e9-k8J3oJRa`O^$TF@3zsi0>rzcGRjU2vh#^&nWn~9%{M@pJX=oMGU2&W?g z5B(-f!%uBgThha&B?J%!ldAPF&DF(fh;Csybb%zb7D_m}_CVtY1Vco~#gP51exdjK z{WSiC@*ioUB3|Xpqi>FlBU}EgTk{bN{pe|>sQgZcel`+=j&dp25i}a_#gIS7dELUH z(Kxj1D$uLDs+|;m{27Iyuw>`w1vA_obvTk55i0J;R^nN=ZotEQ$=I zTu)^s54(_!r&HrCkk|m}7j++@%)mls6=ua?D@<=@8XcFgH||Xv!z5P+mBUq(dbthV z?>wy#FuhCzw1;knbK}j+T=JM8i-wmggkWnXyPC|2j=K0oYrQUs8reBFXO3y<=%ufl zRzUu&1&WFbT$#Q66`JAT{iNgL+j-yByNDPaeY#B~^0j}ggT(L=O2@G9{^cD|=`xO< z<^Hy__6f?7veF>_b9&(X>66w)6atR7BX{4qJieisSYd=4#Sm3IdX0nxL^LRsQfha7 zd{D87td zm`hL#1F?t6sQsPZxBPxH0uqwnEE>U?v&sw0k(JAA$R7LIvaPM{V6kb8X+pP2Lxx-e1yxc74QSQi3%Q7aQ35#UD*mr@$-M=B=sYp#t zt#jDz0|khHknj}{DX1E#GrGYcjL?C_#n%uE@z}r?*HzYsIpYtFf7IA3mx_z@w-M)l z2@Bmt#0CLHcmd;dw5fabLt0sy9vX4s;>lZM5)Mxxe`TulQG}}7&(MpEe1K+!odK7a zpFVz_FZV|#oX+V0G5W8h5X|~g!CmX&J#km$PjoOeZlF+V#uzj!)UTN_rBZW~zc*Y8 zZutX2SSiFLr*GdibA7+2lx%>LO55sDFcD$Y4+{((VUFDG+bo_>$;LTa%-y{0C zqgQ;`K(pGWT#)sKyo|&yV&}Jdge=TcClaK1BXWJFS;3Z>9EcNxRaRf_MPQ@ywGUru z8JVggY`Oyed!#bUUINq~(R{9=(Lm!1-pR;;KEM_>K8e01WQ0RV@5V}UxPiCRB@|Ll z&Id?N?}nq9OlL(4QWFRX!+e@W3;Plv*CgO>S8!r@atQ1xjx5b6jRLM&GXt-LAs?J+ z;TukC_QqJ1z4|w1EYh|waw9|rz8jnC;n+RpkKTm`EttVXIS|ub1QTYHfcw|NNfVl- z(48W`A7hCd-aqQsZK`b~_U$|==)cOtCk>xG)9_UZhOEkYp^v=AaMll#Oq-QidwA%#ign zkVW8{gjju~2#zKskb&llmPg121Gnp-(wiZ@aX@m~Qk{KR7W<_r%AYL=?CB zEa~ZC63msf%xl0fKj^hdSencxA$8g>ZS*Z5vzv94@&|oow?Ge;7fs~_0YE2k2V_2d z&A7_ELWIJMv!)?UxbmfL+OJf#l2NF**JDUN^%~;lo_%;%KVM z(Les679M(R2e(5kC}8?RKSw#^aF?YS2OXfL}z^zIVHu#2fS9La9a7hC9SY zcM+#`M^H=AyN?lk$&ImmH?wmjWnSPy`%sjY=B0X_@VXX5#6D?8Y79_eVmeR4-P;+a z`sJ?WU1++x^NKGovQ0xD+?mjPq`{b`gp39>9_Sy?WEq&&Hzfw~#`a?|4w%CuwUjR< zRjmf(6GLYb+FwtC@js*|^qvGMbKRt1fiohWH99>$I5)sT4x_o}Hjx$~A~s&-nJ?tk z_?mcsUi2&&bTWEjVG8T&6Mm^svhLTxSwavf077Qw@uhtG?bFlx?3!BNJ1a?IH%*pm zkKX>XvWIH+9j=^ePg-7J@7apq5p^!!u@8i>s%_N?CZB*Nm0-ZqU~Vt1`+froIXc%0 zjVccz03a`c=SbD5_Id}h7MM&UqoUBfz0b0n)`m+ig9T6$j4rEHM^;G3NN{j4B7`C> z8?|=|L^0FugSAG5FV4DTrwqLD$^#UNDh9_}10|Ts+B8qI1X9YsVoJtElwMoh{-rvg zwNs*KpQ)8NF`xA+`8!UnHV5{uon&Mjt5~Hb{@mXHY#ryDNi!rKdvLp#4aIn0xV>mw z9LT2y&x~(`=qc2kyc7VG0*pVnV&+$FwyI1c8V)c&IT}Sx#kt;Rr$J$1h*Qpbf2;Tz zJ1+%pYinzYYBu|>$hITqH4^}bVyFujq?Ej8QZqV(D0~S@;_|6yR&E3qX72ZeQ`o4eF zX?qF`zK?uKr}?I?+mEHT7a8A5Pb=6ZXKw^H^^=RNKH4v5o&1~Um;as6@~-l_TK2D| zr~dpj9FU=2MSPEL1Qrs-ySDYbhe3dkj}Ph8GU`k;9cGGa&wGp}KtjNKnWHz+2RD5CU(dV7@jNgxbkpPY?5E#A|LVIN{gzTxRP-h&%K(@MKY&J3Q&S_AOhiUD zn6m-GI}0(VJXn`!Zr(`B%~EC|ASDfyOW=<$C5QTWxcCy_cPI?NnN;h78Z5V+=4*yF zgD8WjOslf_~X8&H`5ZOUTQ&(bmM`$SGlze z?C%n)Vw-lrU6E;ibGQV4XW`AwO?*nq5Kt%+m~iL+%iZ4VgNBY6r;n#;&uT!kd%dt= z0*k>W46$ll(8YjmsnWO4&O39T$%77FAw~iE^8bgv{-2!HzlKlMBQ>)7A0_%B-jk(> zuD=a~-ta;~mIsOxNOvQsyZN!A4S0yOUpP*2+oyuD2kR_?Mv4-zO{%ulw%Vd%St zo^L_tRjT~w{dMK}&++ygmnW;N?u`!QHa|IfhW!$H(k^0Q36!Te8BndZglTd}o0yn{ zoPy}lQO%a?cl2$?MyHHsb@_L_=a?H?VZOCP!yMlKe2PIB2Hd^MjV4NH!+RoK=niKO z{O=#Tgij0o#nXsk1sO^2?2(?mee?Kuuzx5zKQiR^(;An!C0?}u3cGf?bh#9=5d}Q`B zEd--(%ehF!uC7k@$8|pGt(UnfklJP)^De*Vl1b$1k4%tAv$F%7<=?pr{n?~I<3im9deLZ)b=Ma* z^#T<5ngrNYNoZ*!lD$udwgva>+kh&*YIvI*8dR)?n@%i+&JG8vugCnP7!`I}F>xDR z+AT>*D1`?Ed{ky>gr`z8f}Gp%NhZcGE-tR6t1C|Uy$T3|NiKg&1{%Ovavc=}eU*GJ z9?)kB?SDaU-dsbJZ(Hak3~Fh4sHCFug2H}4%Q+a5T@YMN2q=m{(BjVRw4&ZS4Mr*Y z>(}pxQVPgJ=c%&C(ciMV{(coO>SmVw$(VtZ)Bs}et#F!qEWqZ2A%H=`#ijh$qC*BZ zJa_@v4fsqzDm?4_{`qW)K2eYk6$H71PQsHQwr!T4le3H02pVX_a#a&{|32pYapN1fsV0oW$a$m? zU1R(CSF=BV{!D>wecsE84)!$QkY^U7f6YsDkUQR)CTMar!>mWXf6txBl?{PReIl&-3 z!fOPQOk~^aV3BczX*=|Uq$sn<8T^AFFTty&>L&0z{l6@@=qMyDnwgtZt}Fu=Lx1;f zWo^~!?_A0Y7cR&m$E5U|L2nj!?>knV=?L!d!#yyJ>4MWUGc)r(c%Js`FULaznN&EH zYrn|kX=x?sIdsq=@prhS9`SgqWMLe~%2t zwXCb>W@l^1$E$0n!I`+3#`((7h^#uS?Mvj9I4e^h~ic#yI1Xe6FI=~0QW z^?t63_!tutLm>qiz#VI8ZLP~K`|}zCW%lU6Rc93&dTD+L53pyhf#UN<`1RQ9;NS-! zumI{Qu$z5^h#;^`V}#$12|?gRZ0T?x2|$>C(p>0{IHOL!f%3fo2n({uIy`FvBA7~@ zVc2w3LINa8EPpZE{+#vWV~>lNn2+AH?w%B`<(286qoXS+D*l?-`1Vcs8Y!s&S?{2^ z<^c~?!+UH%U^rrcB26_rcaygIZ7L*LVq*XD zazVtm4!-4g0@gHpMgG)+HYjl8AaN`)F>zvM#t-<-$$C6dznB;zxYgy=&m+N(hM0-L zj+T8~)L~~I1HDxU(*qX!UVgX}kh$qZM6~M+OW8ragR8*Z%~s8B{BX}*_J|MIIOslu zwd7;kKG%_;$4k)-;l1}A(wb3P`kU7XjKx90!7t0ooLPTRn*JX>alXy)u#kzBl~G+C zV{k+nFl2=f$R%8;e8pQ^M9{kq{O_~Q3-l4YJ)mTz#1kfvRG*ky>rq@8JfuSbe z3LepdC*NfH*$|)Y(+l=MRL?%zhf6cF+ekH0%S;A86Vs1fL+% z{zE`bJvO1d-qZ7h03ZK4jpw!!(o|RoQ65ssoZ{zKq9@zENcaYa7{6dx(bum%yhfWd zKVh$FTKuWhSQ)R@0fSq}{=Q4^w0B|?BroUJ#l^gZUMFtQp_d?~FzvC?NZJU=t^ut5 z)T?iX)U;hCk(dOHDZ$W+6@>g7nxQrzaA6~%bU4=d@uk`mOBux41$L2aSmcD&C%Xwq zC|TdyLd?fv*vlgWYyu>k-O{wd@c0x+Ns9-|N?}8{nZf{?Ld6&*+)jXr?8F$cEcQCE}qzYS+dt23`5k zr^pRHt>11TsviqIuiW=In2pQe1{GGn_06rik&)-+6&1nYu~q|jBEL%#RA{fk)pl7; zO>J_1o>|*v5<}_v^AX+lx9ra)EG%*qSz=SQzB}Q11u!5^K>!_o$V;#|^%s79%+P1J zxM%NB*AlF_a89} z;F`(vv6jj@RhF zUO;H9EyRmgQ*$47stmP%P!6Kj4Bhn?ds+6!?J}+BHbG~yC@1(aqsfpr{1F>^VPT=m zbeO=Wa4`u&IUA)NMMy qNMYzDBZx|0Z~6c8aaL-lw00M_GR0p;&A_w9P%@J85_w{}ul_G7Hf0I` literal 0 HcmV?d00001 diff --git a/_images/2bc2595525828df5de393d9784136a118acb1b872e87fd68c8e5597da63cdc4c.png b/_images/2bc2595525828df5de393d9784136a118acb1b872e87fd68c8e5597da63cdc4c.png deleted file mode 100644 index d868f9e6244e8481d7cffc80b4fcd170edcf1d6c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 19946 zcmb8X1z45)*DbmzY3XiIR8l~sL0}1pNS7duf+!(fN|%&~l!TQ6P$-O2 zymRn3Ixc7}_#x(eQ{P$3{(-Zbnd5!b9W!T#$M(*TADXke-gk6*Xm2OPC&nkh!)op9 z?BFEM&u{x*FW|FxwBr9px5fq!!FN!)>x4p)m?8gRn3c2D^|>7lQ^ z`{Ue(+XK^cq;xm1u{9{MZ&H#bIP{=DOWAI|zL>XAS#V!7$?~D+?Jr$la(KQ~jQ8cJ zJRG>!BBgg-5BmvL%uO`yo?p`T5mxF24LU|qq1GdhG>?};i(l$no83>+*2NUr@%&Nj z@Q)B1l>~~6j4Xz&Y=RVi+%>CVgTF3sag;}+(GP+afR zxYpJNMbslDCW_zQ-eHST`V@t{ypk0UlYo$L_UF%Yc{|M(LXpK2_dY&jVrFJG?_gzT z&lFcuQ&a4Y=Vkezn#C=0C;2*#`fg8Ic{zm`^7x@(Y%jb<18uU_opg$y*+NzPeX1e@R_Ym)KnULtgmO}ipw7hK$a-sR$MY64WH?7 z;oXDT5EfH2jXK$Pxw)4w$0<(+=v{)L3)*vP*wF_A}uXlImIU^NRESp zQ>*Cd=_&R00!*+h=?m3!LPA0^28Qs!Kx~!d>%=#P?p(!@^$iNbas53ObScgKN7`>n z0vt+$oAMnO;Vm(VDmAc-t-rp#E8soa>gF%A>SKO9RZnL-RzY@!4(3lsq0xOuLxW6H zOUuQ?q|uu$EG*2y*%@7+TSQ7n7ZwpgINE(?eFh@)vA{fb>qPU&aYp;eu_|n7kY}maKwtEFUqC6;LnPe z$!TrM6-S_)gG{fUTNL&Hqs^$N^_vNkU&(E)<2?iWPF^CB;LN^t`&co<=dgwm<5qQW z=VXgki47j_w4I&6=v4)JB!WuENBv1!9qQ63Q(nzoxi>rA=PXO!%`q&uCgE*gD;Dn+h=2Ghd|OzQPw`pTryI^x&g={tT$>D$2&b5)Ydsbh+`2tGq3uV*{D{{z#p~agisE#v zOTE>Ga(gN+)tm7qgrzJQ|C`+-8ODa^k9EW*eisS6O%54-V)N;2@hUa%8HbhZ8DXR9 zrJEQC2>ewew@Ke^4u{d#%x5+83{l#|KXqjuDBa;OeGec(eFGNemi(b)%G zow9@#w7jOvQcI+B_u`n?xVgJ;^5_%h(6iXUe7QtFQaFSU3&no!@CIjGXv$La*=H>I zHA*{>-CT%UT6z#t8dYrG;c@wFk7`R&S_BIvym3$)KUrCnBEA2|8sZ)}uHSs6V@)>L z#eDKKwJl1E```SsR{rGZ`|uE>HilVElrFT(*kGM4$-q;d@mPXNh479s@yvI6LS=J< z^k-{0Ik((neoUEs9_9WmP{9^;_PP1ZGy*j0c~t#<@5E|7#Gf-M^8b7M9UE1)ObS7i zb}HL_n}6%`y6NxQtFCZslPOdT^SRTG6KADOp*_OwRJoZ?woEgluqKv?zn$DHJll4`)vg89)UyeA-zZ`Y0- zJ6?QZKiYZckX1EOWsAag;sY7~$78`~hrccb1_w(!7zN2;1hq)2+QJw;wHcz{v6ZJ2 z6}#%XH!5<&2`7wYsQF%MhQ+Cp=u6CS-E^rx!@L7RkRV--4RQQ>10KrV)>ovE=RW(T ze3s0p2}&v|Heq3%{oRG`gqXxcJViyt3Y#HiWiEd&PGIDzpe;)g;dDo>07@cGUW5 zEhZ|Ib_pv_o82z`ToV#1E!%b1>O#pY&!rl23H0~fToonuM=njL%6+O=vp$L?n5Zen zdBU(y$BO@nCgqjp_FP@ul}kT=`8NJe`4sid^el9IQTH^)zn+#`t9#Fa{y&%a%h&f( zH0l{-{o~{K(UrEGt|{lvvYX`tzRAlieVcSB-%wd;_ID56&u;L8pW%sw{nj`{*6R^` zMU3$1nSYN~a@1veCgs6|x@uwiU$Oj4*J7O(D_+wJ)#42|J&0 zdzo1?k_w4QF-iLM5_G5y?R1H;nrl>Ik?#MVdt+iqa`jFlMv}JwFRZaJCPnRkkAReU z1?6iMVA%34FRb(7r+`+}z zEf#Zd_H>oe#(9QNweFA>x#xK&4Q){tl>h#Ia5C%qtd!L3W2=jf>~sINA=5Rjr{((! z*R_~#xRkc=;%on2{6c}-baO3VD4TQ7F5p2GK@0^Q$=Q}t>>TB-D1GMhPmRMdUTf7z zt~(2-Nr}pl)NiJlE0ZRwd0!33Long{H_ivQz0Va-@c3C!h#4;rDXfYrgq-bk;43|w zjhkO^P)!9V^`-@-q+&6fXJA;6O(soAQQ_H@lw_`r7K6J~&vJKi>$a9B5i7VoyyD83)qZv^=LwX#H+D|}=!nQYHN7%dvW`3J76J#evq;(< zKmWaQg;Q1A21=xCj#lbyJvid^3fq_E6EIL@SWj7Fl_8oRpM7@3=*SU&rhbvEqKHJG zi!+r()U7kG(Ea%Er#rXi0D=zDpW_BqStLH{&2xjJ%ZLzd`CN`;2dC;;ZqhDCez`R?R%c%{Q@iZO63j&5VqUVp3C$ zZ11|dUSC~ZHMO-hn!8RAgz4()`fq|u+mmqF%~B`(r{X@AEa&TTh(K7!BOyVO_3`ns z&AoRO6_f)51N!eR@xOliwmEEQPj~GyDljn6^l0z*Q2g(y1_pox=Y049R0O|z;Y#Sk zxp0FEV+zmq66~>VfuqyfgxIx5doxa}MMXsduB-YHOcK;0_EUvJ$u$3;SqhaXc%LAi z-y|wY$jbc3r?Am-E0Sl&n~IOetBQ2j6(NQfQp0_xo6Nab|9bp+N_)l7a_L~}^E*Z( z(UFliVSNEDppaS@kAR>hMGWfiq@*OJ+qb_JO~Y}4#}L=Kts`ep`e;?i`{;MIBymb; zsLI&v;629r7led)*xzs+27hYY!j>i7`EEK{>*C<(*aC+O10`hD`$=Tl8%st;=J9AL zMv-B4aYA}92d9w2@QPM-ub9XtYgT-f}{|{1@>OyEQ{Iep6GHqT`{fBWp`n~4c zhlh1V%-lzcjc7$3SW!(~UCWI$UjcArE_ZQVbNAZ5f`_@`oDjdXzQW^rp*&;1vj?i| zO(-onE?>sGa^(uGpd}t^X7zjd#?H<)XKAD`-}&?A$_M8x+TJ@!g(#$fQq47ZP#b}I*e{)}a?U8{{CESvXkwav8+TJH>-|M{M z515RFX#KJ)W4U&LjK3zwKcZmjKAg%3|mi8Q}Q%_#8ttI7f(lJYTOR8j(=U<`PRAIEq<03>&t|itrCVUeX7}$0&CHlWRBP_)BB-{TY^iZtbl6+H>-_60 z4s6obJAzQzXL2no^G+T9x^T?^Ltdh?X-1XzQ-l+l4fLCw?C2POHPV#wJDzUcGT^z$2!xTvw}rK>d^D= z&6I{>|F2`@EKyq_Xm&D*m)|Xrk~RO*mG43N^sxk}1Jgj3lw^ajl-wt05k4O`j-Gew z^w)(!dfsytZtYrrYvzhJ{}S4Swvx!q{Ade5M{I3f-wPmT=$$=@aZAYfOUU6(#dJ?+AK3H45mql5srmfn%cq0Q zx%IoJErk4lRkfxQkUD@t&oO-SSFt6ksZL(JbTkyb?znw07d;2*WS>XId5QFJ=azHYg_oJ+^-isVT!saO{7~(tC33$ozO-kcV+H$x1OSSJ%ld`|B9-hSCLc>uawS z&+EJqT?FhA;TZFc*7I=ZO&IEG0;`jghG(gVde)6S29Bj->8U$CLY{Enz9RjsRw!GOIf~pcwX4U(=Ok!rYs>3Y z1&tm|w46_1w>k1aHI1A7p8Yk5o=0O3mQ4^bOVZNO(d{26L9tmzij7hJOgboYOBuV` zwduB$R9h6fdMIyVLJIe8-y;-KzXiQ9FPWVQx(C#Y{*H=Or@LsEwF9yvF=_7!x;Cb5 z7a{s$J)Iev(49v+i=3eqDLj8)x9T(nv%42DC092c-&C0^X8N3+!mq8vfkdlfZ?J&* zQS%V(x_pM~hBTw{iMF2=h%*XHRWO~QShAtOv-*}AR>Et*N?qLm!^cfRWv#naqy726 z-#n9u3o}}LZ+0biCe{iQfl=xfI`5>mcSlTG+u9b=WRS`vYa-L}%gF)}%GAck-r2g@ zi-Nw~U{ds3%0_z<8l7E|_m?IbQt-f3<&|ft!wimuQDfJxJ$>f0(%{znM#g7)(RFPi zZ@n8~+bU&Lt<1-NsdQ$OdmlbVg-7D|dy%+6$N=s!x2g~-QJ_s*0dNpgM}&qdJ@#m` zsrNZ@81!M@_y1U@Igi$6@JvXqd^BR-n<9pU+V|z}?1Mjl%oe)hO3TWc zUkg97x%YQtwsmQ!fCiyW-90_c`_pAi&E5R&B+X#>Lx?p76`qFg8+VaJF^RsR z`;ND_r18_;A)9VSM#hb~XqhP|>bQ*GfVl~&d71z&hrxzD{{9{ZX5Z@b_h|aaj^e*@ z62?O0z=~_e>C8;>>V#x*?%D**44-Gelv!Ka?}lY!GEJXw>EgxN`OmTLn{70YcEwdy zRbPCz?Ck9=u9B3HU??sw7Pi|yJzAe@qcQo^&Hs@IwKSMV@jN_Sz+=nuOPUme=C1~$ zI~nRXGSmmT;C>0)v7Dp@^61b>CV!vlkrn>i$T7FCq{q(1$Jf3*R4`C(rRKakN(Nh- zyIbX0!`R&192yoj!28Xn5`M}mDJeyczk2m*Ld(?heg15Vf@{Woh~1@FS42v$TsLwP z?K0?X)p(n)y705)<7vyMFpAk9Km0$(Udn<^6?I!U!clyu44~ zPQy(adZaEt8z~ePx?~rk<+OQR4LNDW%s0wA;W6BNcoWSvw(J#Zr$>j ze*sHm&dpcyNy1PS1J%B3-DYmVX=7vuF)o_r*#QQC=B42x2LFJ7O$bF;s0-w`8gM|k z$mf5vs-oa&d<9r&GO_G{(I=fZc3!Jb6zK66-Yq`|Z$kh)!g5((qd#7h`P-bYQvhob zdDwLe@|b!D|01LxZj^8CK&oj$|IzYg%j{+6s#irtyv802RE*Nzw6K#m9UQJsd96zU zBBK*$f!xv@moJPU1(d0Z9tmItK1X)JY{lAMVwCezKgOG9hgSpz1xp`(BpL79G1p8?n3dw^= zO-hTlKYtG!<-PMt=8V^fyQg;dem48XIy}`X zNAIhdS))&K(|#G*LFs@2DpGb%PIG&^LbW&Kg3&UI5ZPA9Pg40pbT|i&CPTBie>hHN zM*~B$zNAhiSWHwtqJbn97SC&_YdBSGByq37bI7zA)`U5(Rx=z%=MOZD^*d_XuX#bE zF}WCk@3rpTyJ!39XHqKWUU$1vF2+k0;`<9=|Mm3umm;OTN; zoa}9-aX^o_G$vu8{i1F(MhP48c%Iffa|ptKhHpXzu>tXtm7BXj`aMEm-rvpWMvll^ zU26TS`4l9I!kR9%q0!v#Sg*m+ZdOnN*O6Xouc z%W^MHl5t3X=+BfU=!uCU_RKJAhm9H8i4RY(Ago=rybffRlja~)-n${&wa-~<2KCw)|y;Rque8XIfXBX!%QeoRFjO5f9}5t%x* zz)AhRMW3S33OCjr zW1*%1#dAoJ8ctP1p}0Ff1c_z^zSa&kx1Y0@G1Wux+jy=+@E|&sOo$AUfV_r?pyw5_=V2R#e}uaG=Q3`;FPza!+6)?vJ4f*WaO=b)cxNmpFih2~G_O8e4 zQ%n&nGu$q-h#`Y(p8fW%dFKl@;N*QvO88N%TwDa8n~zr6GSt`C6EVLG4YmIK=E|t6 zI7Pf5zHTEak=i>>b47NJoPGVNm6DI=`T6;?-@W6ImS*1E+yqub9+2C{;Y!Jfq5{OH z`6|wPtzV_`P`=R$E-e5lK*j9qq4oK;)ZUTFNy9=~{^A-UreK&s{;JY|9+w z_Heh_eu!#%^~~74xFDo6taJ32lw+3qWp#ah_r9&nO!m$N$Fn<+>06O}G4c4LXs)mU zu#3%Ku9}o_#NhYWO%O3$CyKqK)?Q}O0rmjE=etqlm_V9#v-_3`7I zR=-yarB$!YT--%Ia3P0|GrLz$dTVd59WbYWWhW_UC$qyvhAy6|RNT5v-@Z{GBN)iS zjbf2GZQ9-5-WG6K)~>J~zyu-(oItEm~mCt`}2^ks+9^ z2VpXY3iPmYYZFZXK=e(>-_D(XO3qN2O*kKznFfi~43FQHHMXnSK z*&xc9Uh%zVzyvXHEp!TWnzXN&OZ92uUa)t_ttfkYB%kUBCRnoye6E z$k-kp9>_^9F>aXo^(*Yz$>FapQh?@njZY=gyw=1H4h~F#rV|C_r^rOHNSA|;?>yu&pO6@3GJ5*w9EwqcA9^5;KY#Ip zR3%lM3dmG2A9VQR5T*}UuN_JMPx96Bo*i|Z#g8$H%RD9M{p(RkptKLZ55TQY)-4DE^F$-aU)Z>~7LarkrM#}|7T@!jwq@tw04^}y z3$E$NBe<0LAnlUYEL{6hJSC^aO;~t-{agoUJu8nCeS;d#-l`~j>uHPA&ifYA5sVvcV6->Eab@@TBa{~ zQK){|8IoP+hr-e1=SBE*FK%5tu(@}&J{6=D^n-L&J+$Y~B&)T%)XdDqBah%R!>Bnp zInSv{?Na*Y$0Q{t(t-h{sNEJ}6?a!g!nG=s#)K>+YwjsMb-W4iPILV_?MPN79PN})Pu>*)i*|%l zL}bVJ@86Ts(uOigxGr(hz01k@rC^O}YHh^=x!_X-olrk$)F0~VEP%yvUrcrTbchGl z{JV%_&H8#i>V-H1$$=@l_4B`2T`vd#P{r)|SDFkrb6|Ry` zLMBY@e+uO)+-#rsll zFQuxt!n=8lYAJ#J1B${gE{+QPN&Qe-xO;h7e13UxmlX68l`vL3cmBg`QN~>XMJLY9E_4f(m>G*Do4Bt>9K)@|V_b6<1c zEE`UgdCzf)G`4wgzt^sw9^nO>r3N1SgENWmd=qNdHc`>h^&poH*?5 zu#+7W{orKRVDUy_bChA}>R3{2n-3qLXA~C3@~o+Y;N&)bG*oIvkGuDLZ;VJmM`{4@}|*1J{`p8 zAK&USc2-78q#Yq`g#8g)qt{&pcS0!rB>tqN*!s%|ERyHIK}M@knaPae!5CpZbX26{kP3hB|tt7_pCumA6W_Hg}Gc4mElY;p1R_%@S0Z=n8Cbxl7 zt~B5=sK7fp+804U9eH15i=&DGLpV^mlEcGff1h@}5ox^;oBn@NZVfhpIs_2ry2wt=apcLJ1S>cON9|HDvNuji)f33hhvrCLG`bH=8=N&42rYWjB zlrFEMZdqR2ImI__^cG8dx_6gR(w#I_+{Hg9=YHiP@b)eNK``6H-GQnL2ss`UL^&O` zP9Wm-2-$lrAjS7lYvAOe3P>d#Unab6iF?oQyxMZrY_EI(5@V%!RZ zm(7F%gk<~aMkLN6T0cnW2GJ9_+FU?NQ&Lhk!AGjI1c0>PX8gHz{%;#wi9Run1deWq zTL3T+tNLh9Ko-@x<^DjI|M>BPl%77{kTdRoVCM<9x3@X#d6;9T=IIAkRYF< zspCaTCVbA2qImX?PRD=hsb@)J$!)>(K?Y3m^gw|CK}jefArZkWb?CQZ_x*j&uzgx` zGGU~GQ(qAyoME6H{?J#8f$D`Y`ky|1GH6f)3mgPVy%kW4-l`T*mAbnT#IN7MK}mie zpbGE6Zc^ywCefNxFL>h&$s}1VOZ)lAA#hKdKf?LVfouhtJb&o=f3q~q%+6|#3%hSHg*<>9$N;)ODAVm`UMC!E=8SSq;CKG2&eSbEmGlH zp)`EEE3Q15=k!*@M8Lc!ub~kmJAIEYfkRZ3RzN_Y_C9#r;U^%D8mp7N-{W&TzrKMV zWl%~1biUJ*BMt$97!E=7pf%#oh~YkMK^|RQ_K76cvvgEFOJ@bEbk{{w2ZBQjc;_k~ z={c`YF+ui~1zRLib)jfwo=HwjPLfek;eZZuaCD?M4st#-3UOW!>aR*CME+u+P|qB0 zD)68v^vGi{5P8Jz%ELaeBwSZ0&9`^$!53PD=W+V^1w;jEOe`#@M9xoMn5(F`Hnr>* zntKjx&*K3JWi!zbc@g&+ce{(<*Ricx28yII1CvDst~lLfeQy~k_0Hkznz*MjunXcY zcjX&ic`O+N=2>tYeqk6Oix)h#c=07x`s2r4`kEvW`?Op{ohN$%+Dn1Vr@79Ye8_xS3eNN1fmlK7i(HeZLs6f%ZxWu~!-l z9ju+$Fu_Kne~5bv(3G5#MnhHy;AgRW+h|}aE@UL^^wv&!4$yG3*He{RSBtE`zYA!W zdAfd-swa7i-WV;M=TcMSR3-@|hbVoKZ?s!VhX`T_495L18*3%r+NH_qD9Aq7#t=zL zMwj`-RJ?AM8RpZb;g*D?K+Zf#jRwzf-s&h4Ey z+{!G-lCTlT!Qmt*#ZuzU5}wlHDEhr?v*(}~@U1M|RL%h8?V*olQp4zy$u*4gg23Tk z_$-h64AO^pW+QH8It*~~E;NQ8SXv39(m&ceAwvFJ-TFApm_{T%qjin*WasWB9^6h9P+6(s_y@95C<2ghCNKH~lwUes#zY%D6<4Ob%oB!b$)lDv0ShMv2do z#{5Sug;F2)O(-Y5h52Y3#>K*z!aL^?jA3#bQiz(HZ}rRLVq(P_w&weA)B9K2 zUJCfRfBhJQJe?YOy43T!*CCKyXCIW&^SKguOEfZwS879~?JPtFKNPzZNQ4lWHj&g! zldGlT^$hpobdj-pA!9%Hc8EZK%Zea=?G_H=*=~O6gVUnW`*(p{82j`N2fJW8SZ}9} ze_g0b?ZQT>{8|i3GHZOXrAvS&M!eLWH^8d5(Y5~sh**-_N!Tor%Ylovo}m!u2M`CK zps&-2j=RSs{yqN70S%ECfqjeU7`sj(L9LO680~jL&0oIXJPgLBED*LHug6F5@;faG zI5@%v$nad?@_~CkBD(65EUB;YRL{o3cC-4J{&S|tTn)sFkskmC4yR{g;lv%^P$-MK z>K4%ZL9BkB5)q25?T)s(rk~zl{_`RHQ-NsAdXYgA3NH_2{0hjyRU*j~3rakG%E-4s zofUR3IL9L3YI;C8Ebh{o=dn^9-p+5%H*>_H2lofsB_g3X&6FpUD9a)nkUjt@1%w7FfFnPlN}j^H3#eKi!V})@KDx^kHhza|75&TbBc*2 z8wfz2a?-jmVeVb=oAFeo3j;MeuFr0sPLj4hML;dd@Vs;B>>;}927dPiXn-7}(zeFd zSGwpfkS+X{#2VL&p=NY5G&de5oI6ke-4vT>aq4wdS>rN#RR46f*aMQ?fa>z1&R?NQ zNUy?R?n#`1aLG?^-JyE=lAm`rPOr*HuC4IEWzXk^>uU3=c%FJL>-VkEr+f^k^opua z5&f>T`}&WJ?2HYv67<1=%wQUpnB}n6V+p_IB71)~s zq1yD^S@N6fh@N(v1VSSN;I)H;gKt0pmYlpi%Li#PGL&@%<}k}``M+v=v&mQqh}Rdo z3|t!ra9JXjI?d%R70~=5|1Vm){j@aVg#(;}DAAA~{bU2qv2k!@`NdMipu=Wnd_mE)I6l}UF*3=~l+Dx51f|l|wf?bqj98s#IW1w;C9}ov`5wZqy43C* zgSh;`4#vbWc>@R(ak3ly2Sw=U^8OnX8C({IGFe?i14B`TBwTd1dHEWOJly|K& z!aA3z;&n{_Olf<&EfIjB$Wjv@G{qpG9vrM&TGh}$RRaFlogR_W@CaZ&(1FOHa7aj^gP$v*iRYJck`w=qi=}iI(x=+4 z3}UYnulSxe_JRP*{*EIv_<~K%6GumX6;65ZNLDU<|Nh;<#pUTt6{0Cp^W6&t_Ywt2 zc#Z3x!2TjNnMYXXLG~n1vp*cVC)Wv4{exYY-*78h4@lKIc|}Wta|OsNC;nHC4ZjT# zMj{Y2Ppb_<5|ch$;#i%ip)jg*wN0-;TdF+o;w}THxh_jRQKbTS5P<^|en7P2$FVp> zDr}R<5)YkIH^9AL>-zio+GHIlpHuYv5dy=`d=|O#R%+n=gJhz1j_~m5E+&0UJBVWf6<^h~`KJ z5v1qK^8S6ct5-=urtiNasCxT$fcD{j|CXM~Q=CeJNUJoDw___`QYC0uyfhtJ)fc{kM^NB5f>qj9I0Uwl!El2f6(FaSRxhQ7w#WD zM{EsnWCH<|ae667wgCEdF+viA{&Z;@D~xK%RRGr0B2T& z0A2x>;^6&|KN<3bQ6I<$0^p{{Xox+zNV4rC5%P@=2jx55^Z2Tl5-!n>(`-FGdp^?C zC`d437st9By*=u>yjM>jgk#Jw6A7(i>iV5%RYmk$#9)Nhfo7_>BmN)A{e~2e#yl=C zgt2tusv?tdK@9Af{Wds{?{qe0rY^=5<-gY328;6-x?!?sc4sf?fR_;S?I|-OCX#o> zId^1@4YH> zP{(~!MG^fISvR7$=@ppcYF6ftyw63MeE!B;{r;8ti#Ob9=k3CvqX7B6`lAXI3YrS?TeAEO*bB1=UmM(gp7JV`o)8xDYceYyc>Ozu10Nln zXmf7e=5p@)Q+ur~mv4=hZYh{r`4O2GxrPPONKoktGNB=bAZco%UxCPN=kC;GuB(Fm z#PHNDdSUbhad@0(x?!8m@v~)d=%Hg}<29+C0P!!D$w(kST*A{+OqO#&k{&n{SQY1J zNb!3qC9f6B`NeRl=rK^Naj1rI;f^I%H=^YwOa`&PG;-+nkiS;!>?oaTc~LkK17UQ? zAPKs;T>4y`%Uhw0jlgpbaMI$2L6S)^b`xuGBmiSngg-)>>c9lH_u2(JW$p+f#}0Vu z!G~*90&HY4&tSdjGr&7`{Mwxf9$9-NfpJ4C2M(yX8J7u ziB0Vn5{MZ(@kMCvDP-uRu*W)d&+Zh~GT+gBt6V+N+l47FQD^2%Z`SN_4L#_NJQ3-$@G+_nE7}|> z-F|!>D9zeMe?tk=!QUR&_O3f3D;Wk27MC?`r*YxVEbxflCZFub_G)Q1qI>MdQ1D5Kh(jBy=0qpVeEe(&0 z@N6B1m|HzpMq<~Y)S<|&Zu11;RpLoUC+Ho0DRikNGmhm8fKQQ11z-)Ck7kkN?~6W4U}1~Stt z4=W%w`7Ddp1-~|{-m#+-Z7w@ir+nb@2SWrKp6&bonW;4oD*d`sPiu(NZ)0 zkI$siJeRM0>gZ^lo;C?oGp)sz^;O_bm*Ys6E4Z1XfWT~mBHzsSUE?9{Yh0XdHuIBw zmwaewg|+YRr)g*#RuK@2UMm}nBg195Jv!bwJ32p=>1ZXT`tu@tCT7UIy&Y%3JLnew z*W#qBZmJ|R_&3+J;K^NphYpX~N8%{F7;cMBG2gA(UaSibZ-`70@d2XO;0!Nvh}cxp zgF+h`5i!UctNcHGmPo4&I4N?^T5X`CM7Y?**f?ry%W-mqD{grpU}Oe**Cfl||NQb6 z&5pryUlZEF@}pmm>QCw1<5|CQWp6mXbmlHtM=Y_S%d@5i;^;MpCr|RKCfeF?7W>|m zJV^$5h<>E6t1JJ>2}rv@Z}wgFV`f+c5AHq(2$n1x?aNjw`?+XYw#Nlw)rF_B$f zLBaQ9O40wmx1f3YQd2AQ6_)eY4^}`|ig^ZO``-vFFip-aFXxXOBA5}UFCOSf8yKFSx|Jgt+HOaPZrzM!dQfy>|ksO+oGOX>(9E-NcToUoscX<-hQ7oaHl ze}H!M|ABTWt-drV#2gD$Z;?VT?nqAW)vb7B)pOAWRH;ecP~zo4p&^~t+QjYc05(w6G=sHRC9%g z2O9+}YiJ5w%FrDheSN$f%|A^p^pg!a6$ZS;CLg1~MIpx?L%UO{!$l=2DfuETt@lWm z4r7gEuI0q+-Upco!u^g`e1G4T7CA5x>eOYp-l3oDjMV132~lNbR|=Y=4q6|g&t4ev zWcKtb-vkTEUMX3!glI-0eCU7sG7K!u%an-{ZhVvkL8BUY6D;k)N392 zDV~GNth4^fJP1(#{auJd?q6d&GIgT=y~>2HARb0h2UKeaNl0=s!v%8u%&e>eDSkXm z1i(}C8Z?396RZ@7^{mnbeEe7KCPYD~ZU*WQ*kC!>{7M(qRPi9`r-z7b2C6`C+i5)Y zxfTnCmLTw8Wjy@$7DUN*Ej6j2`T2R9l~-|bh%d`}xRCC#t?lN{H#H6kiMlayXy&CA zcfS1i@#C4*)rjipXAE(1aYMu3tL<58oqu5hy9$PyLZiB>MwztFf51(Pi0zX>({gfh z8{lSMN?U9s9cc+7gs%wMXlJlrihuIv8mS-icTnzeYVPp?Pp%;9wO6>&#a)88x3?z; zZidkTl_}s_gT9wr5gJxKCPU$YL$zq{7@h)}{1rHRgqPIPD1m}yt9bZL;W97pP|@~$ ztQr9rW?H~o6a<}s1i+%UfZfrhkA{*G51b_}AD+wwLYEdE!}Z6cg+)a{U_7bKkbe6a zEH)I4M{5$Zpb^NKn`d4H*G~r2_^^mEcBxmi-r~XP$*HJBkTNiEOYV(Y$iaPZ>C@BI zB>=fg&e}Tn#fulLU??#HmYWi7E=oV7 z{4xsFn#3A&!3!-b;1(6j*rVHKznE&8qzs{b#U(9+TO+ql4FBTG#~|J z!TX$ox*_`HN1$D*%;|wVl(%vU3c;*+{u>JkCIsitpO=Gj-7XdSRusXaShT2Sc?jwn zHmU^}ZXDU%!&5^ToXp8itX*n$_5}=I2k23gCCw)&(B`57jmCM!8$2BTsi~=UEMHQ@ zw3cAqEBEPz9z;N*)SYJeJTE3HiZ}i2h<86I6uuoM2poO*&}m0~xV!R>TV&!AaY#rG zbBsZe0`wUIpW@P;t$780K7o%Ri%t3n+6o8QCCB!Sfvf<3LhbqqP$Z_{>?$^@TOP&- z=~kPo4Tx{&m7U+?G>$d*s#W#%X+Z&avNBwB?(o{%JfJvGGfPXLJ%@+OLuY^G)30FH zfiC#`G3j4mS_j#~c?Fap*&NMTFn-p$tUZgASlL(~Jb4IaAqbmb9|aL$wvlvTFi%SW zjKyA!_Au~w1JEAQ|IcZZf5M9C8y-#wHfes%{B|~I4@KD=PfdI9!Jk0u8A_`zE%nXH zvZ!%wgbvTrs;c7XXv>$XZ=@r^HwD+Wd3cx_E=UkGdXiI6)bOKApUf!${+I&?{Jvzz zM;2nFy?NOZ&W)(kPa^1tz2N#vp=V@-2EGF3^5x4-pzM$_Ge?0w9L`jrp{%CX0V)UL zc?ShCjOm@moLQbC#0cyp71zGU`>U&uKh)Mff0h5_!}iJ3{{5+;Au4DG8A>ZDEJTAl zqteC3GqP?vARovs`e%Pn+>l08Uc;(EUN;vPF!3rpd-kky7v{yhchWd54$R82-Y*#- zMZm~`$Sx4O@bK`OXiU7DpR)OX_#g@&oetKuQdm6Db@tY$qrt}oowAs4t6>WQ7k-j` z{vWm_g=&?8A$G7YfsuioQ^*It{>HDM;8EpzgK|y_azdt$VA19m7r~3BTHTu_mO{hGNOb#lx6RQ7Pz)h5 z4()x06k8D2i@XQE4+Ez5KaWl;NKqilIhll-f`b`caMxgaT#z$s4w6l+j1vUHGOKIJ z0l=#e5CqBT*SQusK!2>+*8FFGWb?nTX^R8}1wkbBM?wsWl$zg|=fZ^xc;FSF!p>OM zcJT7@nuR_OG6?k-!Q}kDU8_03-#-xI41UOYCh{>5oPKL>z!x1gx3%3wx;TQ)BA|#J zCB$=gE_Y&RAJG8{kN{{h3h=AAM8AAVJ}C|!5;B8In~QK06v25-1tSQAWt-e~Q*~jw zX8qztV&Y}!-;}qWs`rR|SKD~9H!i2C`4Yb5gCK3$AONgG_~0s~;WKIENfCEZP85C= z4>pxRKr8tEO;62;)}#%UNk6F36Ld%V@fcRASP$jLu_kl}0eeLV_nS)M<=xRbw-VG$ znxeb=2Ua|tcL4xqkNm^K!_(C-2V!8IL&D~e@f@67B*^0!8X7kD_NpdcHS-5ws=jS1 z*i8u?Ch;`DIg;K_tX!t;J;AM**6XRe|+s0 zz$MGC#-6_}g6j~O)7Tcs;PB@dP3V*b5Y;&kEhV$i3Dgb^$e*I*&de@(`2-?cqS$$$orKT1)gP V*Zn+y!}qSCZh@VqSkBb{{{k=2L;wH) diff --git a/_images/2d7bb8ae04a90859d4b083e426216d64907ddef0e182bcc77a3cb7f48b1f2459.png b/_images/2d7bb8ae04a90859d4b083e426216d64907ddef0e182bcc77a3cb7f48b1f2459.png new file mode 100644 index 0000000000000000000000000000000000000000..403c79db67fdae7b4dc0b6330e929ce473fb8dab GIT binary patch literal 67673 zcmb@tWmH^E&^3y?4TJ!}2X`kpWEh+fAXxAK!6CT2gu$KQ9$bS)i0Y2gA zASMF-2|7t>IlcX8>g4*~;RD?3_fB@!ADyf%jHp~bI5=8-wB=zJWana~GIw&aa}?s> zu=(E~uzz$g@>eg@riPN zwFjqAZZ4roFQrMRe|UJxhJ5lMxk1?UlgseIq0r&b@bK$NP9BE(Bg(k_v9JsQi>muf zM-P0RulbGje|GO`#0VR2xTklqvQc{Zc>g}0FqNeSJ^+4^KN16Z z`i>S~E{!@E_V;ZZza$3e?;W%@pPqsL-8_fI1pV7$Y%Pfx(B%31nqRVS-t=4Z8*>uR z-Pry6&dq<(wlF_G=<3QXqVGmD+Jy}|F*zwGD{H>j9rL$G6G*D6s@oG^6u#}%T2UME zr@{Zmt=3|-@#6jWoYtJi#^j(Nq<-gCvAH_D@h-0C;Zpx~M~HYSUwyzt{r}WARoH(6 z=lQ=h*#CEf7T6EhsGFlUdwG8clfO7#QFuhbr)!UFV%8l&@}tR7hcfc74G&OuV6`aj z?n7gDclDw;e|tPfq6(|!t*bMvV{X?}t39axXOPhtNd6a4Z^(a^Zlns9Re1Yu=k8l; z>p_&{)7-?lz@CBGBAxzCz{%eWMzMUFe^ZG0)T)uWw9vnq`g=c(B+p-SxsdM{%b=fAJ4+VWIEz+-zj2&4#h_ObB2Exg8$n7*W4%5zmxs1 zA6O%QNAa&YlGMLW)kE{trLQ?D|9{Q>f7EpL$fO)Od(7GjoTvZJP1l0p@3nTMm}+r$x3LHiw52FmSsa8#e5T z0G$c?^hxM}j+VA|X0?vYgBslZuiFCVeAEu}HVxIr{Wxv+7dp{FfJABalDSt!FO%ck0o9 zbU}J-8ys&B8hAb~i6pVUgG5t^YCE_d5PYKn|K|b%<|=<5eR4i)aQ2;}-H<7VatOOhqa+4UtU$X+v`dkWg1PRGcgO2vUV1xsBrX24$hQ33a& zO{KvnW+eX?rxu>p4A}AC`Y0xPdX{Sx?0;NS0$2mk|Ghg-NS1mc4)(uatD-VNMcy}b zzkSn*E6(dpdPoNPA2)s#KAO7oV}BksS{$dk+HN)Y_53HTHkSVkJM~HkoH;P2>64TI z+-4-n^Y^wm<4^q*o)PxzefA6X{jnJti#Mps`ZxwY=> zg%tUCCqeWQJ)O>xy&3;anZuOhN(cN*h2Hlla$!cnIMTU-)15-Q--*ZjHE>>MBQIP3 zOelC=F1og!&*+rK}S zZxbaIh>B}_zg~=*Qnrge0s~NhI}8+vS@^*pCV%|ZY}10rl>Pn z3_l_G`kK|CZQ+AT=5Aaq(UW<$VZ775cI&VyH4TT&6tlRvxUPm}9|dRUa}Y(*Q-qm& z*0SiHAzUX zStf&}1?e+D22YgsqnC|n2P@3E(3Uzg?gUOJFC6CfY_3!3SeZL`#Ey#9+ z?sr&qtpTgPG!*s8XX9J~w^JKXW%3J9pj@;YA+Ob;op=N+GndaztWOQoQ|Z%8 zOfcdL75DY^)jzy0Ork`vM&Q0UaC~Q7r(LaGUhb**cji-hcnR=2R=Y#4i|c2qw}BP@ z6ysR6Yq!yGRG-3xP1K=j-SNt+{-ZJRN0IfuNUOzlP|!e~#9c2DkNFR(Os`WpAm|;R zpMRJxQUBX)yt?RkdQM7*#FEDz+msr;5e?0|MmuUaCMKrW;{T>hRESzNAz|Z6l$W!{ZxFeb-_+mV|LW>WSy>sbwh~`|2j-SbLLQ5s78x!6Kn&-*;*;Z40z}ke8OEm} zUidA6MdzjOIb^#! z)mEkP6Mv$8x_wiU0XkZ%1@pQ7FflPvrNwGuW=23jFzL~sCj<@;E-ZMRwyFA!hCDV( zf`^~C@Em^HPN!19-Q7d8>79!w{f}20|Xy}uY z9PZC&&*rQuxh$s`D_T#7W<)76@VH)JDQ1fN>IDH?R{&)^$b!0j^Ya{`$>l3K(^t!FsWdDYI}LrH;9>B<{| zr(zJ#G8`W|vF1of*m`r=@>*1gVJ)PEtxr)w<|zp22Fa>;d1dsftE+33Ybesk?*-KI zZqE~q3Lv)Kj-Fj$VsyeRYlm@Ic)f5p9hw1wIO4|0G*iqPcytS&~gV0%P1K3z~rf9 zZf=4=b~9FXeSK0uKtMsXv8@#~`0(v!=#!lZ$3Z9drXuN{YoTQZ?U{NlE=>ueGw$Ra zhl@btZ*3Gb^veGfTEbdI9Q;bpP8$I*cO@_UvJ^tg!xR7EdlHxLgV%&;XqJXFV0`l^ zS+#`In$Rd&>TEeIBANWwbgPOc6axbTAZiJCUD-`W)qLB4`Te!ePbnv8ko-WkUNa}K zZc(s^SBesxZiS9np)Lmw4~HYzg>&lXXZzMm-j{k0)B1UzOxx~G6$+FxhMKlAzYis{ zkS^)702`_>Fxv2QJ}wzrO*dk4@&o+Tlgmq2Rx1bekDd-tlS}|&3TlAJW4j>zlkc%J zK8vEohJ|5d`rKH2nGIotwl=K}k4P!9bA|*lwiiXger|sImT)Xjy@oRa0zeM|IYvJomXg{%m&=?9IN-XFHw%fxfd1 z&(%p2k{iK_zVY(KLwd+lX&h*CQo=Cg{ov~ObtzK?nS)@%Py0DO5w*kQ>zDQ`DP}*> zoY#fD)hp$u`fr%z0%9=4t-{mmT)$6-`Z2n4dt=OaSnS9g2qc>VjcBk-(h+r{SQ zN`gwZckh&y{i36BSu`s)`ba9x158jlNuQ;(Gwqb~$LKF#j7BQz@8 zYZi}K*3OQTnwpwz4^}JnwdCIzW}hFyee*=bqYV;UxB!iBQI=H5&Q|DMA9v&ax*ecN z2eXRV9UFG{$9>*PrO6e%JrLlf5iV_(Jc5zElH~cUSY2z?znT898{jz!VK-|?k4{}7fu6y3e&$^G)h(54<=y^3XUpJYH*M#S<0}}%8!UA zd^D&sn#86<%w>e+(vmSx%!(Adm^4%q3ks5ts0O;2o@th#{dPw@4FkVQ1 zK4N#EQhIf~ZgHVj3K|?5w7Bv+7X)VrF|`*RhGb>*r)VugK_I({$qcIOOy|Qq82J?(PB0A z-Gk?CTOzHvxzRux#hS1`2bdDC9KIT>xVZ`JFUT>xKi~gE77>QQ$l~Y>U0X{q2n!>_ z9w`L$KXa1ffEyl5tsDZGYd04FeoW0iClYfoo&7ZZo+;Z z{Ik4Ak0nuy(ARF{(rNbxf+5##1O&9_8l^8~OnT7ZFu1wN!n?3h21cCip%8N zjFQI(f{FA8mRe7bn|fTo|S)NSK1;=Q!W?X0W@u2RRt+STV+ikvat2IP+SZ-)24=yFUB@ zVVmQVp#eic;N8=h7`!=x14*1ZhN(Ne@MASDUTv7#=foUj-Q3>lA0vGJnjA<^U5H+O zYi_!wq*ae4c2o2_S`OIPQbG4*RSIuJst@JontsfFo(RLRw!EUBvc3@GB_KvaL{X+< z#h5*nLcs|#bXLF)Ua1>w@t~dNU?jfyvu5(u=#2G4>)o!bM*4WpT<_ALboC7$zY3v6Hz=@U_ddHHnO zyaa#!`ZYB*WhWJREm z;UD^>cyNd)F&wQkMI)Icys$dbmtQFc^qb;zcz8l1Bc0nt)nO4@%?bPLdfRh#ETtOd zst}$PJLpWM!PrxVqOVUetMAG7wos}3$j01$L;Y3s%_~o8?zrVQ!jV6heYdXD)1`&M zO#zatOuUX~qL)>km$t*Ej{OASNN1>oy$wWC=P>z+oDjS|do$aQjTQ^04xv?Zl-O+v zJzs$Zg?xgj#+_#S`nJtC#m~akf85##L?wL&wjd-l+1gy&+bb2R#2nfGRTH9V;7#Zk zOCwX?gcqAbB3eS@pkmGHxH-HUoGHpBkryl*b-a4^EOorOG$|oLU@c5P4;|k5`KvTx zaApwfsugPt*wv!~7IA#poIvk>9EZsXD$W>|?rwAhe1LbEno^r3 z3}&D6@$tc;5J?7D61+ShGl&09<6dOrdrFfX?zGDlID7TypqxF#X)|4z8#RDBOb?05A_o1^?doP zzk4H8&17PjJz-p8APyHH{#Yg=ZjJ|+QOke8y8_$TY{qGw6b6^zh2oJVU97+c$UvfB zzHA^e)zuN#+Zeyselgf_+#B9>vs?OYX}DN}r4YgEobb=~s_qY60yn;KYOicY4p)q# zqyi>E@IO;^jV}8jQps#x%rx1xklJBHrHwB8my18Z+MnBw8n*gPJj0*7nijLvfnJEXO<{JI$$cs zU0t0}qm(c{X_g^Vl5fkq18&xa_Z6&hIAxp+q-Rdg%8C`(>9=V6k?4t<*=AzuT=eRO zek0eU67W7zYO8T(z~xg zdJviE!GKad1M@!QK=^D1(sukcEHeT=QX0EU>aO`g6xgxBWh{_7p1{wCgugAxsK4T zyL+axlH8(_uz&!B&$N{C@`js=QrG%+{ygG&U*nb}=s1sud9H7d+A}Io@KTwWK+a`E zZhJ5og4rrW;Nhz8pr7D?iudh1U4 zVFAG7lHubzZV2AaOgZV|+B*67T>|jlY^7`Zk@(%QBpL=-R%<#B4<4gOkY`0!4Vg+H zSxEx@91S#G%v7xLJXY^E z;~-J1CS^stymQ$p!C=oxQDAS%x0UdqV~)&q?VuQi)UjhCQU8ck;`R6kF+zN(zUk159krXtCMZR4ABokSG7p(|iVo#HXc4VD%rV+^kAM%r{|O zC`+3#7{GrsoK?2#KCjfOMrc`Fx-uTWpnQ%pIH>=Ux3sL<;oNNRSBA<P@eTX$D7gzOYGtR^WS^Fl&yAkIgS;sfaHi}VbF-=}g-`5uwbb$b( z@c3{~+Tc45f)6=+>f4v>^h}k`utp#;{mPwrwXEb~_KbjH<9lOfY=YX1s;atzy%ctc z!*{Lt^N$R*Z%amcO=C8fVy>0=VDM!ND4X;n&sd+_YUtH_wj zXez}a*f%pWX|My<5JMln#D~a4!O}Q4vlDpW8IHdh_5j<8RO*Rf#XHFW48Z3|(mgZ~ z;_*wv(8w>79PN!2NA$b|B_mU(eIOMU7QLW>ULxUsS99K}0swI5vaH&?sV%}2JfC{| z^wM!48i^{;M>=R{5)w+y%n%k%nzo1bq@#9%1_|RrMTEdIbI9tq5}qtTDwdP&H$0NI zSN7GYH>?j6WMg27PCPyR^T4GdttOKY)uGASS~F9`3a>4I21uJm8us3D60eji$Z!@% z?|H^+D~|@)klcM#5NhEL`{kx}Z6u9!%T@l7ck-s6v+fOV&Z|shSms0Z^GxxhMxim( ztJGw{IwGQI`IUoS)GIG%{KxrJCG%{KHyNU`^iA@#{Xi(QJEr;w-@u{MSMkRQ1(yO# zPL2$B2>yFPnq`8x0agN)QaMFo@+mcK}@m%<;wxl;#Ww_;@*gzFJWB)BDK3GMMaEV zU~n=5w6}-zW+Ps&VI8m*C@y7p1BMnQDtlnf~8=;#23HAIHed+N6R6#+tL=hAOj zy2}f%TecM2spHe%-3c-;Ag)0|Eg@M@4LKU`GK(#I#i9oqWv`>L2j(2WsO zxTDE9mF%&<(<8tiQEJqQfS z1QoZAC4gT}gKy&jqA>Y&8r<>GQpP&{n?8HYJay;{kGCcxrky=>6mGO}8{BxQ-%vS; z2`c}UoLPs07!CL9v;Gj<7r$h-5fy0Kn9oeC9}9p zl#{o<`G|xK8;p>?B%ATsrzilg-H_Sgs`F^)RST8g-qzqzaaC6chU|YI>aDwEl}okYgP-aFZ^W)mz8?*c;pSBY&M_Ai z`_0M!Hjv`_G$$1VM?Ef$#_X>)-8UqLWMEL#CWeFG*ToK)Bj8-!;A;s$MZm+ut7&M| z>q_$2v^>WgPF@8=QE85Rm#wylGkanrt{o4D3ddTl)IZ;`TvXynhkjA5sa%kFp$`6*X7p0NIx$@lMEa(?! zIR<6#HUW4dLvxN6tJlF#b#y)}_!!0lU;*_c3rPM<%6Ixtrf>j|+k)wO9@K68{yqK8 zw5SIyqp_x@CWn?FZdPJQTUH;tC4qD(u2pihyF$@b<7dz(ICVpqpICe-79-*V9M#wc zS;_44S{7<<&kO6rrY(y8^|dvl*<@|UaSN*S6Ya$<1%*}9bMf0wJwvvDWuH$UDNwVN zVTYLRw>h+kE+Zi}5Gh#=dh0tBlyt?4R6*?X5K{@JGfRGIRReQ+-e;e18Qv0lw6(RR zJI}n^pZk*kpgRd-xW~2{arsL)Qh4fz z8@4(Y3LzUf5~)N$SP;0kW!*uxBB^AN`2E?(ns(gomSCP{9RZr=U?A?x_*KTj84v&v z2ZHGRMLAYh2%N@$LR95*q>u7&#{<-*-g?MfU!OE}cK9B+G(P&EL=daUz?{M&f3Jp6 z78Di1ir*G8e|Oq4{fr@%f#?1^QFB+cRtd5sJM-zWljTfLlTni_MRgfZxg|UK;}xNi z$17Qes+mbH$S^PXqxp@V=Db~6En4guSP8K;CA5htxg zJ7mTFIJ(Q_J2P|m89MVq9^*J4B^+wP>`#9V+WSoni z1EZs2+|+BYqhP%V#(gmsoPLW+g)p=N#gw%oI)gSZ_w^vy4P6PJ&N2L58J{kP6b5l5ihh$hqadAnnZi(EuJj=BDGx~~Ha1mzS!!H~cGAK3 z_rJtk--c2#_hbpb*&d-YZeFvBd;1JXM_;Lc_Ls-JR_>b|-yiB~ROk)@khH^)YGQdA zq-4*usy-IH*zCHM!cyt9XsV32=l@ph%I_3cd}BuEqcaB18y-ujwT7%V&b$v5s}-M^ z1Y1mo0akL(B-OSMu*NzuH4)Skf@tA{PtMPK+mCp+>Ydbi){vI!Gha>u$f3420TC5P zfPzxU3C5;Vj|T$1n%zuCn%7N8IL57-oBdpLxwO7tGgjaz0XOd#jzhktY)AzN3RJ~p z7a2Mi76pRP{NA`$G4SNmXHdiK2QPp8L`@{w{x&g4i<%cv;A>uZcsS|oSYGv$ecReZ zycg{AKhA$TI$l*w=7a~bG+^Zu+75;CgfR~=73a3j$xB5hhFSj3C9}COgT51_U&)GK zRzkkBsk_^nYEFFFR}%H|4|~UK&%$0`)uu8|427TYx7HzEXvYmu=Tgx>6xhUf zZiy1)i4yOqv!oXgAO;EvmX?-Lw$xwWccT=%$vSi^3)ZV>yRqEdM(wRbl~=eXaI0&6 z0q~^MlAnGEvPN(kR=#+2+@Z@I%ceMEOy|X!utoMkq!ix2eS1xWhtXXbq;DynnEIlq z96+%^&cn>Yf?oE9JlrjfCYP?XDXgi$Qw@^TMU&+i1HB6Qtuy3Q19D zfxo{KO6@2i`>&y!SI!m|cr%2#gyKOepF1}^sd?d@M@j|(p7Vo8D7iC(E#k0(7isS~NY=0%%sIg< z&xowZr|+aur!CqLATED=$z}ih>X6mjP{@^RIZeWVAT18F>1=)^GK&GIA8SWPk}{z< zOtFu9-(EPsBcs#(xriRCnidI^ab}O)y))G79P@Hgv$9&TC?6%j{RVw9k2=`W2HUp=cE96E~CCpIgN;;nlP9gC+C|m zV1~rRWWPhkycD2Dok9KVHOy%bB?MQ}l3AlP(bwgO9s_oXPW=$nZ+O#fXPA@gboscx z(0R*XSS=`C(A(SVw7Vg7@zu@#Bai}g_`%~*;_mEJStfqxU8)OpU${6obx zm68;6k4d8~2*Ys06NA?n_RU=P`^Hb|qhYmZ>*ukmqP@EmCNhL}a=Drre`9}=T#^1~ zSJfq-5Xcc(l}Hxq<=*4VwJ893Gp+8U>WXoYWO;_8f8x6Ju@UDssAzuUMWx>9qY1;@3YeO&Zr28oddwif=fKIW`r| z?p^HtKVKv>3Lqeg3WNF6-m(UNip$6t>Fj|H)kYkOKiHMs?1V|`UYuwHR@pJsTM`(lwDW18jV6dn?> zi-~41bTNsTbrfGZ)Ettph^OF827=QoJad;IQ3h%^Hrk9}a!~AqDv%0tbE}fnlmSIp z8h1dzVPs^KPIUcnzgpQ&#W(!{>Xgue3sL)s#xLm%AJLdHZs9mk%GkALM)l`2OXs77 zz#-&vl8}$LbM>fF058)4Iy7WAm7&e*b<;-*sLx3Kviu#}Z!m5h$Lt69HMNfSD%Cz5 znr+UvpRV=Npr4j*<*m|J^Wi?D#-}BYb!qXG*&tr;8x&1x5eohGj*j(bX6HLe((y_u zu;7fWl7>&cX(K=t!r@CwlDj(t$~XQOj%c7&T`k&l-`>#@pOqpPCWS@hqo}t@(+`eyZ&IQ7eW@2oMw;+RgfT-RL)jU}_L3At?#aiLQw~yPJF?uO;29@^XFe z{%1szgb)}UK(l7foaYFYkkuj#Mw8G^on(X0MM6FZNSflk;;y*o4m}cc3yx+#kp8&L zn(Rv8C4h``w|6bj3spZUTmp@Eaf^xJ;YpYlIAYioR&fpttn4v}tu(Yhn6YRPj0%rr?hRbTOnYb5RJ+P5 z%6o7Pa>fBzg$q8N5C3KQmcG&BYJ4wSea=R@JfmQqC28m6Vt5cDy zJL`d;8kgrKcmf++{Qy)Ec(~cS#$ucn1{?K8bgqD*Mx*K_uDQNfVSYicqPAwsPI9L! zZ+`EUZw4a4f0od@l*IaO-c=EpaLoU5R%u_!Ee7C{J`69%EzN|`#MT;cb0=io82KeZ z3BjnrWG}zbKxEO-CCqAm{R-A*?3|`Qy1Bh2z{7)^{#|vZ11IBFFnoy1quC*q6{!9V zfXN;V&{|yy*DYo0cXdxiRlok?CU|&u2rUp7fLk&@uImsvGU^g=eyIa`rlIb{2EJ`ZGk|hQK?^E zR;Zvx7(BqRSO{--=kF}yHN@C|X0%KcU36Qi@!f7jTd+bO28*r}jx_!Og6BlNa;OoK zJ&N?bRH4xWh4zT1(oCR0Os)VJl*$_lu#QtUbrfX7{8ZK3qt^$aS~sjIOP{qhMcSJ%V5iL~R*>GD9K?FW$*wq=EqaL~?!0 zmWE11#7QT34y3q}vpH2b0;p~=ctuv=w|k>EB9;)*KEKu@sFe?c-?x}nx)?$wMTE$T zEO!0pExlrL$9lB*p$hB@1?B9uJ5rhuZb!fE`l;@0fg^SK^1}&h9 z2Glo7=Yy0>A@;KgiqF7(+*gMVjPjq*=tNGLQGD)JQQNLJNw=(mb6ittjJQ*FHCoJz zqGa7Im_l&KjR2x*^uunOtA^&;Pvhvnw4X{^+9bRHfABz?H^5vU&*-qfxdkMCB6hmg zWuPduYxmpcJdfJ4tm$(!iJ8H4oGfK0YQN9 zEcy`+(Wrl^kAIPmawcZ`0!mgU*3QspdWEYlJ@{mQTXgi{bisIF-Wo?!I+>vR@Htn+ z*g*>p1aRX(wJwG^Dh^4epXT@PpZ-Rr6Bg6Czfv;EV*UJX`pqe6kgl)o_IN*>9_xf( z#Ota4>Rb9IrPi%D!@ZaWJkyH;5%hhzm9ARWK;-WF-O%wb-&w+KWaLM zGJ!^ACRZSVlE5pHo5C!CT)@8-3y2tylt6K%?T!&vjD*)sc zqoOt_SIM^ina$$scnUN(mVM)mMMmNC;DO4Nlm#3w z6}6tQV9X56THIu@KrO2dI(mcM*=aHmb?dqc3@wMGQmFLis_c`f>bE+(c&jy6ybf0_Jeh;Om z+}@lU|EzisH;g*eqvSi(myiVyKME~1)`ginTBG#6V`Qyd9sSr~H%UY~$ewfvg9g~q z$k>!$W+a!ENCO$jJ&6qdpv>$9v?2neIBmO^a0)D*sbPR&YXI$9%Za*=WF|Unfwd~#S0J#k1>kK zH7%Ug<6S%{koG+{XAjYrYbF5SIIGL#D}MX&!teMKS?uX)U!5E70oG?9M4ie&WJfn} zpM*B0ub1baKq*x6d8ce4DmtH63y;^_{gacQ&h0B4@6V5S3jg5s^aI3o`n%Obyf%r9 z;GUA&KTf)-;1+x6J{{dp8~!gc-?`+Ml}vq7_+l@U$TrHQZm-QWpYP%Pb_6IfBQ|&^ z4D9T9I={o%S5Dzrwr+v=gX56qirljNo))EHh-`Y_=xdeW0pk`|9tLXvOi|C%QQ;#_ zKw>|84uJ?Dd3}yY#3XXCn4&0{Va#RV&n4LNy^G6bemPk1>J=>^QGC6Z;0F*0NLBq~ zRt&eUxv2b#wc`hGls_68@4H;&=yCuFSt17c2ne)b%>+y3FyS<;n}5eZ{|6|_ zCTwigygxC*p%5AHThOHs+bfA0m{^a>``Vm(7l5GHNx=?=m=}!Km|~%zy=A|AdA^7I z_N!l{a=E|@os0aFt5o^ZvoitT&KHLWZHqdxuhJ*`9E&+9#VKws3q$a7g`BqW2pE+9 zcws>(<43#dC%AbQF+tQa8xkHui1+uQp`oj(Ru!wi%(85*K8j%gG*HuekXX7v6~X0W zVLOY^{Y2^a3TlAt5u)bSH8ltj~ zh8i9*F$_@jnAW(9|4|}92vqtMt`uZ&1Sg3Bm*#sPwCtnfUsvYW6@zw&5axwQ!s+q? zSOO?zAA&37YEck%eMRFB+p}(sjCW49^CHNF>mTkl)s%6b{W@UZ6@Oie(P>eN5hZJ? zPf=G_mtR;|V?GW(dRWR!hPQvdxhNF7T>l{^`K`REJ>9!rbrV8O2db6?zR>G3x#2=H zHO|@ByPelG&3M~pmTui~7lT>8U1=WyfynWgICiCP*{TxEP4aEp&2v~%Myin z(gq-q0bES4QBGCWk67nLDkHOLf3sJg$B%#6$HeyY)%!N~+kU|tC|8+jxtPjXa9;*o zQzS^TqB)G~@fz2dn`d>uCL^~b^PU4~^x?+pbK%?bzr{qRjaWcEk5W1vCMV8#MBF`V zvXQ>(ynGgsi?LZIzqVI5NV}PIGH^%UT4yefn>mr?_{lj5M@|NMdq!s zSXK<7m1^?Ov(l95-v*ad(HNaZnvNC#CtBW-V^#V5gf2kPOSXNjpISf=+I0G^6QiEqqTyJ>hda zDy_OYAc%!e5(qO+bm^?C6T^zs*l!vxkw5htxH2CDBPCEUYAeA!G?h6B2^-IBCxQfp z{pL>>74<$S?{HfqcCRt&{gIFqmx#9&BzFrT zpz1=F1pk$XWMWpgZ~u7LGlqfHDqzLTkNRS zG=))?q;^PSiy=MA?{=lMt+CtJm#YsTf^fE~d~4G-uXjML&bOH+fR$ zio-X`X^c#v<5ucr8zz97z!->!|-#gXC?tM>idzf!M7%*7V0gmK=UoLI&GMEWc&E3gQKG^&DPJuzbE4|L4^Qu78aEjTd8(~BSZa~QEl|c z+O|0w(?y&T?2B)XwhPhi-+*Lr@6*$Pa67jVkzFq(-Tg*2ww z4EOtIjzSF>-%Mv9O8=iEltDiw) z3BJndlhvai!66NtS<3}b^erkf{8A;@Aop+{Y}%T^lLsQ(UxNV$AB4#P?b=i6C7H{Z zSj4SL_4VW{0aHhys7R3KabdF4=1ogPRO9*md9BwvqjyrhavO`1i3pk#LC^pNpYbos z?dN#ev;ob=S9WwuntIqNDI!SE5TE;5OkP3v+feh(?G+G~uL|aY5dHFVgtjH`Z zEc{*Zuy`pl$<7h_J z2h74so&GQ3&+Tvg;IHz(*pJ;^D^iFpR5#N@xx<;SeIzkbQmz5)oR}3HgT@zI-a3k&t~?`KGS^GuTcxgM=#p4@8iH z6F|f3xc!6LQcWgboL4uFkQ^Hkwd+R?rw6ZM7S8vi&Vkq-qG!hyFDl?=m6SHqoCk;9 zoSAU%8Y71zyb5WI{&c<^7{2O6A6h?k0EE|M-ykkz%IdeX4eqg1ESx zh$v=QpiY8dN7LaIf))GwML%Jgp4}H>F;N4t?>UJDyk*HSk5Yyfd2ZH@j7?6K$TIJ3 zG<7Ibd&s$Y*Ha>}K9jO4zo6omb>P04Z^P#@>mlGz%L8c}dBm;nWZHx5ev5o~(cE@o zB#X9%*pT5XhAV!@`3@P`oIF`Nf_PPXBOBoK)=gK)-L_ywr1oO7oeW1^T zF|#j|hNbH;Go)o_O&K7`j&CN9&2Pbm}BT?^cS2_!)+@HC~ms$d)J^DEl zXRr5x-C+0Yt{kYVs(8ol9ttiooCHM`UpEO)BsN!9Gw%DtcgoDP1${kKC`K>VVOq5& zT5oDh)ns};?PUYwmURSeo2`wKc)MLXe0hDoFdcGjpO=0-e;AWPGL~OR6J_CvcRbl3 z&&bXvlfIyc+7|txq+Uu^2hflElQ*wgAHKlI)o0F+1Ie zfAdv;TUPXa7t&?rIQrA^h6YE|4q+K2JGRH9r~#FZWG=W3+r?eC5;2*4od#PZ6qJeC z(IDamo)2`3^)g22sWpb$I@!uWLZ=zfTvsZnj@eUlvW|9q`K&j(f8_cewtaZbCq!MPTEzY5XQU7#j7wtm^-C2! zy%7bDZyWr)>swn}$pMET=j){VTlc;4h9|ymP+5mP0Tq?UX=^^8Rm>0>1h3v-8pjfKdYd4b@?4NuOIVFsr>@Qo+TK4?J7B!Q^l%1Cz&Y zZjBP$*g+nNORQ{$?;L2{zv$!O#Mg?*0H`bu0Uh0LRB)tWBm#?g=?R7F9bQ5scUl2`_);QbL1rq5eobbX?qz z0)x7uW4_;9*jyLvQIEb|Qp`_DTlf0=ThG@=0yTqao9iE=f}6nug>rIQex!a&9dElo z3DOS<{lNal^CHrDa{>m*r{o<1fwo3y85nq6HaLA`SyvoZ!cs9Fd`>Yuq=Y^FO)%=y z^DwhUK|6%c`;@7uc&9$3+FDz)LeKq4pF=JOmGv-|brA;JL1;x^Kjr7sj-l%6k6w0s z0**-z#?h61AEd@W14NCP?wcfA9!BPUhIU?|O2lI68yhAVn3%%p4o7HDb>eSs#G<(Y zax7&l7a#fGS|tva9t7m|f_~M=TmzhiW&P_UGO^+3=a&@YTBi_% z1B4)09d3(D?qoVj_?HSicr;al zuhP2MKi_wU!$ln{N=tvj|L!Csg}mq=OC!zsVdz=cu&E4g5^pt6X>u7x6o-A)2p~p6 z$jQm+_wu|<0`va(j9Wn_7n2pLj(T=w=We7!8Hbd<{H9c0E@{8W{H0M-)2Pyf%)svb zExFQ1BNu)eKgpito*FC(<%{&(s6?N9kjKv!tq-#6eU#2X(zO042#$& zsSe$be}xW}?pdfZSdjOOdCRy+)sk|RPN%T$V1M~?e1B;x`IcoN;xl8-FWoVwLs=zL z@hUynHf?}f-t(CE@#7c`9)f%j)9j&zYm--4FRK|fI$r5y9rti>0|T^Gw!F=iTi&l> zgq7EIk8wHy0afsCZ2upY&N?c}_5J#^q|DHb4AMwQHx47+(k&p}HGrfNgD6NyH%NyH zNP~2PAc!K}ap>;f&G&uRI{%$@JaGFw&wa(-pFKbFmRPzEc)xbFg)o)PxvIL}vLdj~ ztm=gKM|%HKsDcxcx3govndD48k?zP=zsik2XnZ*$Qq^9BzlALWq>Ss-@ zqBM27j20UHb6Ok8R0#->1oK+&9l5vYJ@YtV?9|SxkOg}G$EGqN_+-$+E0S;nZo4e? zz?i;_claY%^7FpTpd~zB+lixNS|{35t?PS)Kj3(7W2)TA`>}>wAsvF=O@5F>X%0+C z5y@sAfpadl4L=1|NODW^sZJ~9bjhu)Md=JfwnJSNJ}lj9FPzd>t2#zSLMm`@vWWEW z@KfIxPU$S}7<`PN}|74A~=KJrlyq9&C zshrT6SD^iPWEGb2abIMYt~FDsrs-MmMG2KzS~TNMf9&^^rE@Y$NBx}bdZUUmA(WZ1?$mj!pls2 zsaPutw|$*p&O3>atTSHDJyorh~`1lK=G18{)P+ncp?SKqCY zBHz24v+cm_#|ja#{e43v%Gi@Y+gnol$$8-)VbiQG%4;P|*WE@(J!bvn*iNb7?soe! zKnaiduhaDd(Yybu#oPzTdh`5Ac_(SJC576UA3q9-4UNXcNW2zvd~)r>dwo^#?Y92k z!W*##+6^b0LUD2V{5atIn+(2&%L#-?I+I0E!XF##DCN1@{bmm<%|v&IjxZ_vWRipE zbH_WdX*H05<3laV`J$$tG}6VHb!avNxIklN8D5z zRw>N_4xXF&t&;cpn>LBR&SZ5Y^6&bBN-Eq+a4>zdkKDgTB z2YA5f%vKxKpJO-tc=BU)%6t@f?Fesgz1+Dgb2O_Rx(`hsy+EC`-rZhFg6lWn`kWZ)xH@xoWuC$(Gz8H) zMV_$z=I)NzqxE0GUylB(eXTDwd@*rk+3Ft`JCWwUy86spEC7k^bdJUMgM;@6$0&!| zK)Id*+Z00RIP>Gj952oa;!NiF&Cd|@Gq|;9ko1&!u++Us6Sx%0g6BKF17`;=G(<`^ z$}Q+qjN$|9lp=XS8c+jO&&K>dQy!3t4nHKY=#mi(_6dh;b}451_aGg z*<_1{RF8;e0!zUBD@`rRc2=*UbPnEi(gmW0f39uarGcrlqOcM9y)T~YBbRsbXiui{ zM?e33MW{p3zP|n=Yd&Lpqp{S8n_~Y=;aHuH-}Gw$rS0o8S#$G_i8YB2ob%3w1@%@$ z!HlFL>Uz>Ddrzd;x$LI#1IZ)Vn7(zIXu*N7cokW_QV8uYk0zBzLvF zyBCvB)~$q=1m^R|yaiXm?h~7z-+s5)mp$TrypZU%j(TI0Guv8iyQgtgbD~02N$3jE z-XC81NSMFTha;MVz!Gn_11^1Y{Nnz}usv@Hy(y#34ZgdLDMDg??zqqbpS3{w0>PMlQAU`#`IVh~M&r!@jRGu(3xT`=fo`Oi79@T$2hz zZZ4%fZE9+zi|dT!z;T$2b}LBROa7EFOdQO!UZEym@6j4h3CjzA6~;4dh8On{a{Rp2 z6jbd9DS7uxm(WM@v@crAkO&`4mX0p3`>z;i`pRc&qr0Oi4$h5TCrzL6B9xUkShzTqO+grGe$)i>atnxTL| zS}-&(U1zq^?j3X99$sG3)U=bZ^xcX6Lo^>aLQ|B=PatQVco@&PVR;BhE^!tt!>&aET_TIMw{_$h8$HV1O##D`OYABRNl ztpN-Aa)O3TzVD?c-+}t8i;mux{o9p0vn_aliSzME4Sbgj0{n#ogM*oipDzt+`YxLI zAeu{3`muZJU$Ud5QdzjC^RI(-CXN0k>vk-){7uyDKb)iJHdZKL2Al>_SQ=!^#AFgw zt+vGa!DsY=A!Xm4+{<^h^R_r%3W@#wY{~i*Nq!!Zv}L5Fwb=^SAcb{E(=a1iRTOg+ z;269Z&stlR4?@^<;z%B^xFwclhhyZrM(M`@KRBQS{W%yGxkfXA(hqkvT(beia5Jd|F?sj9{ue( zsGq)aH61Vb8){$Npl9syIHvEQmrLesH~cz4uiQ;Ng&KwmMc;ZZ!t-=I6|G8v4FL<_ zZ2zxUXR$&21_503@nKFWLs&R@rZ zZo6_wNr`>itbV$-P(EIqR=#YLm3dvvYDd9L{}x0$q-<%49c{erI$mHzG=KN>KOaT) zLYe)MV~eb;-O=}WolLpe!02ZoEJ3nPFO|9_mm#$5j90ma!qxcnDcO_C;Ip_CxaCj9 z4fX!YrXHR-w&;uRub6&>cS!^UBnJPq226*>r0mJ@{=r`Fllm-z_I59FllPzy`ql-B z+&~p?b4hsOgC9$w8o6h7y7O;6erAONoHO^!n&eHK`QtmA z`qFK}75e_rn^|kJe(ME_+^@ORc5Ri4FD_Ab>+!p@&m5y#{cAg+c(V56#ZVdwc`C4_ zNX{l+UG>6r$+TFB+a9sl`W4N@nIw-I zFrLFC0Qhi3VsLYFk9Ynho3#K}KmE&>3(LziX=56TA87tdWBzvfim%w*;{eN{t|`oh zr+FWaFMSb)zfk(+OOF^VnnDXbW4uLzvP@%jb=7@7@J#4hL}`ofo3W_=`|X}EGp#NI z46yYA&lp>0Q-qeb?%;pfb;x>B!^oVkF}OAJl5x!Lh(;t*hrE!-aEa=R7{xv*?K^uB zuB;Ja0vVkk99oOM2Dknx<@|4biiAIOCSS5Yc~bGORkjSSswuht<;#}{w)r3P%}0wDfu+cK%W0V%?okw!A)L1=HvsJ;F+k z55U*w$#k&GbL_+3?H}=fvvz$b)8At|91E%?cFpNB2(WR*$46w+evMR&W#9{v{QIMuOJ7_sl`!Ve zG$)AZ+oC{9(OO0K^G@vSH?dnorMZht@cRErZKm|}-%@a@@5A&p5anrOSSiVHEVmV( z|9GFgs&2FcF2%W7_BTtFcDn(7V!4x(|KT`Fh`Qd*nlg5~p_7g0p$wYPUxDhJA76*^nd1|d-#-zNN1=6fL5R;wc9ypR z3q4P+wc`g=am8aDg# zcSaJQ1xV^~0g4@`rk?4CF}oGrm*7sBSAF$b$`Hxt-<#6#Izs#OY@$k{pEGICv3i_L zp+G9aru=u~@Lw8_=Z8m`OP?L}eW(cE3xRKr-Vipr{(}ciW*fscw>U1BhbpWZS^xbP zUUMpE;6_QtQ8}Ay)~Tc_uBxRKx3p4{S@jx^neQPTWXvo?S1{grboYg~t_>DK8jmfg^Uuu)G zlD3q$8(ka|(ag>E*e+zkjKw`D=si|r%5Y4s!owQkV!d2T!QcNJ=AQ8LQ-!*0nRWwJ zg^9EO*Y1GzIJaR8KCbOXK_O6&B+2DvTGI&lAqOeS!^7>)*72B_X3$i1_8y(?&5wGH zO0D0VK0fhSUSS~IAyIaJ^#mDEovNWnxAcoVGNt+uVqPJos;(r_%;!TEll1fbMuc6Z zoE#h>!PwRP^5kT-Lxq<`Nvf*r0nRtNjoF6kZAUo#4`D#fOH3}k^85Y&m#rt~a%zpl z)HpvXUZ0JZ>GO7Ubg;9tyWv9lHFuxBlOr0uriZrM7iEuB)Xfb{*E+Ub41W4bGwla< zz+EoAn!4S-3m@)olea6IMw$Yf{w8TC;a$cs(L0Y2f_GEOC9JPTE1#W*$EGuaXa*4O zyv@D|w4es1jRrN+6I*GLKb$;O(nS!o6)!E_-roF0D;UaB%a#r_nVOW&NrQYfFj*h- zeVg`W+Vsf-E?!>!))|^htcpL&3tN6@m1@H^R8F#JRD}0`@XYa2bTe8d+qVdV<`gGc z6`^es@^I+6MF&>Eq(l~gHB`7fO)F43PkG<$+pZa)hVz?YV0{z2$ro6&vd+CJiAVpn zr@B@=sxGECqm#h!r_9Y~EpwPRPv{pjF3SzmWzw1i7O`$hbI8VWr=mq>6)*D-A#O|y zVdlcAy^AY>^DF3T`^wdi;tY)=owF$mJ_rrX78z`Eva7qBA57e)aLl(F>>Vv01z#WB z4@|R|HM+Ud*b%o6-UH>@?akFu%W1%iL$R)b)DHMD3oiW_)Lr1nY>C2sKlAjtU^=i$ zzbA{=L;n`d<#(~ya{Yy$yovrg;QfqyfNRg`ex7GmR=sE|X3*6-qjsUjdi6&LOJrx} zuUx63VP`uh0~|WIHC%_RwdFM_CFT0Go2o?WJM)~d+>kQncz;=E*@B2ytw1OM=GdFW z*G2qr>oJ&ic%*5gS7;XkXLZfvu%E3O(EY%_2Uk`_x&X61$&KZ3v-c+M?R09?uuHFv zen!g^j_?8s9k-jAlYrnO-#0g_oB3LFPhwC>)h~tL>e(+c0tD95QCLtJ0?0HEPGkn*gg znb_^|-w$b5lS9zJFV3Oct-vj-MkFEZYV&&*`NG6x=pF*m+N-2S#BCh$=PxW*gAwpm zPIs7nF1>n>0D(puCCFSv7_*w#Ub$zh93-~hTpgde**$YGY$M(5pwl@U%A%g8-TF@t z{#e4eKbxnj+~XufKSLT0)Wd$EZclw2Lh=hDhC)j&(kt zTc$j$`DijdU(uPf@$}aVV_(qq@HixdDO$zrVq%(Jq5w6h&pIzbgOsP;G6hWT<8o8; zsYPZa{0#<2t}3E!BRrR_OV2ZqvrZ;dGINl$4Di^X(})L+X-_ z`RP}E5bp<(^?_@uw>M|z-(BZ-bzcYe$HhUQT?+cK9rL|?ZLh!i`9G6-p~d38$=+X@ zF3iES_|L_&&BQH?9^M6do5-JZkA#0ePXVLZfDmbEWuE?449wc)Jzfsz>4HPO<_g9Ex^L#!RAO`4o>4*Y)hHo@GqKh|A+2NVk)Uc@r zFg5iD=AFB*`O5n^!rA3xE1R~2nta?P_XlL|CQPSHV-&6I74PekOBAX_cK?VO9arBp zrJGu~6us1=U)AgPes3w#z-Cc>&`M6Aw&Jw|Wl`7WQ@f8IurGh9NXWVldKpI-+TYUh zpeG3u0I$x`bay9ON;PNHs2)S<9X1Ku9Ddw)p844tr4r5q!K67;yB-1sYbf8!#k$xL zfIR@B>!DL#Bp6rvf%fRvVSN*OL^R1s*R!>27ZL*<`@V^W%**G*mghgb_JKGB6%4@ zt4dPmru!60yf8meU|!AOVeep0Co;fjT*6Rl#adOIpsiK#gu-rb&(VrB(hBI{wV5nv z6CW>jOk*Z3b=xhVt>+B1Y4&i$9}W0aWe!VL|02@4!yXu4vtN)u*aDwegY3k4AgV=6 z{Nzq0y0R?y(Bf>xr>2%U?}U>iVd8nsQ8rat|M2Q=)81O*3-ywJF|#g_a*=-?ILUaS zun8zcS(BK(v;jGaLWcM%7{?-{?U#xhVVjEH<v3dq-v;;(+YO<&o;Vf9QGM|8wxad%uw~gIKZWAP0hJeU zfU6=9VJcH?Burxy&;80UmNWVj=rxA*vqvY?#bwJcrQfB^RxoQD;+5&4e}p9xBX?)0 zFFAJlK11v!T(ZU!jv|mfHj!+>vr)sW5?_TC4XLNlr5qij+QrVxA3A3;=YVRSgUNxKJ$ALh!6-hv*b=n_^&u?8_-{_kk zfKm26qt9kIZL((PJJVCcNn;%a>-M&P^%!4h-e;V)wkHMnzibz{EwS+4ngeRMBQ4@rn520(FvR$C2LmsxyMoCMu; ztgW$L9PDR7(&$1$_h?aLL6Y)Kq0Q<4I`AOhW=o@U4=M zkMP*oScd;r$%nhwENUHK(fxB1^BibUCC1-fxLcJXNk7NF8W{N5Duwgt=P%i&?-Z~! zW^IFFla1q-1YlL%&~Usp84a2UZ7r?EG|9@fNVbmlp~2P$J%N zMcak&gJnbe>VviETD7ti^diXk$RIkpiSOT6YX9^kp5a4zIoiXhajP_U=LQ2X|D;!B z=)K4Bz52FDxI6PSKZWSv!0T^4G*{$N=JA1!Tc#YET3H(2!-xe7jDZ1MVxrGE#eMeq z7%Uy88PbB7kfmiga3JV1H(2^6=pGj%DR?|!pC@`;|IurTGn za+?*jgxNSakS*r4wL|58ZGBMD^%0gTQu8eL01K){IHDNhjtiBMVc}>g#1Rg}jn2}_ z%09sIYJ>R3%&o4Pcu(rypEn*UEBoN2r*@VbKN9d9VTjW`w$kqu(cN%&_pjpc%`JYCP?Ufz$v$MLx~ zsL6-^WW}AhE+_(hylEJ!m4HbwmKj6YckL(B5)8)9&Iyx}qHmgwX}8F!M`wcTk^^J= zh(tpO+Eapzs;Cn!jc>JsL!AgjKw;;L*?%J)hP9<{lSQ&lpAi` zV2n&wg7j@lbF<`B9A&A5W#4F#ewCTiTyrYeb2~hw@1Ufbub{1Vtq%pQm4NU5LQji~ z!XpGb?^%#T72EMWQM4Bayb*u0^oI#^9t=eG^;+5}oAdU_i#%u~F$*z3cBZ8nqPmQ^ z|HA;1X%0?K7&rHO%f+sZc;>uURgOrvj+NPjA`LcR$r@UDi+JUP#c8n^og$aG?7fY$ z<9Xj&KuibkO3767DpI$$dDW1Jt71ef!^ljWEgV8CJ^zDkkl1~5qtfex@V^jccwrXP<{t4+?- zY3OHoWqHg?d!r*ckB;XhDVgFE5uBpG-JvjA>9;ZrnnBqCysGItCN@vSM(zElbUZO< zW{YL%neyB%_RLn3d(>yi?cYJhesl05gC52R3g+YeE7Y5>VFoz$kWUXh48QY68kwKO z$W#%9DVosfqhU_|<$NZqSVJo!pUv!107s;lm8?b`0}qGr!obmpXRV-jOyAzW?_+o= zt^d!Fg4o zK-q%%3R8yuW$8gwJaTLC@iY2EP8T#3GZoj;i$0>aV~tT?r~SUyBn}KH`|QoB>Dd(i z;`dJGdO$<~{rc6&%APlunrIV6H~YuQ=bo*BCU@24pus6){1=Mer?ZzRPEAPV)$%-K z%@Z+UQ07||7Z-;vOlwtI=0|&e-Ex+~FSlif0!LRP4#p&f zxg(qMl9z2EBxeqe^nt3{VVs#fa4Ug|Fnw-IpLDiw4xcNFAKajj0Q& zjf+iY(>7dYqCPSxC?~ub+O*VwEByj+Jodjj#!EcA5SmK?iM`ZGrqfAiegW zwTR>w0dwyr#-Am-%S{(Yc=-6105lXJfvmJzn=HD!?gZPZftdzRQ&$@-rg4?b2_iQ> zjwsGYCHhr`!~;%_K(srm!sOv~^zW4Ldl5NwX|MA*SDdR#=<1>j)R_w$3ltiR7B>%S zN|G|c(AIq7_}FWTG%?5={*6<1{v$+TdlBGGM4!J|4kU=+3c_fEh}ICcHjy|?Cb;M& zd0+^nDv~={QZnU@G~2eUt`xdVK;=!1cQQq@lX3T zx;Wp($0>1fi{d>dcP!&mP2uy6g$by?@W+d2H{RHrs3g%NSA80z!?_7 zM4*<517mkDripi{t)`7X&tfDj?qv3dKU>swd{kL@Kec_QUb_C*tmEP|=eNpZ=`2ZI z(dP(+FB#0;-Cgo*#`D_^6YY5<{i78mi`iTMMhxEb00U;G18Ykx$ z3|4T>$EgOtUx+XFfA}ssAILH@%$LTs!MFJH;#-caOPs~vVVLzOMv4e&z=+Q8s8}{# zXIU~}f}3tMAR6`}iEy6WMj2ELT&*j0DWzdECd2{vmD}mQZ>xEB$G>Rek9r2}pRy}g zW0tSnKur=e9M$sb)iL__o?ZbR^6Bn5)p@D-pYJE}ZL=$!n4b(oJt`<$ASJwlR>BEj z%M?fRlz{}=?tJ;oFLJ^VG22u&vQBPM7W!E+Jt-Uf!FxM)tub zbbgLg7>zbI1Ed3^&64lsnZXV)Ld+BGT+R;X??z?m&(qx0wGGP2k&kteoaB>wbJs|j zUuH%_$&T?~r~ezGf^;H9V%h%87rB(^I>s7NBz%*^gC0;3MKm%RxN3zfS_ess%m)bA zX89Fbx+W!i;w_k)s(E?UsPyUv+C`Ld%5Muh3a4lG>KF|GW1zf&0hMWyNeAPYNaz@) z&oypv%fk>U;onRMlNpF+{IDvkxUN1a37zWweEY=vm#RtzK4+%@e%&n2dd4!H?oW*K ztCV_=0A$jPNTy2fV~e^@+PmHLQjMwj7vnge9yzNSQn&t)UEH1IV$#lL{$>^FSz00S zF8UKe_9T9~$ZKTA2f|^X-y1$S)N3V;8+Vcrc&1gUhHaZpcI)f3dr@` zcAL2TPO<|Nb&aXVSrT1c=z4qgV+$1${TC;K?TlV`=gH3{nuJ|E?vqb-N$R!TDw^|K*m>=oQ&jqSN1{ zS$AQww6Fh6<8|wRR@OkUtM|hfMdc2haz!I$Wf#2PyT2CRjQ&`8^}uW=KudcG_e{sQ zq5%D3OOm>{7g|!G8xbdjQ5mjdEh3CGzM$g=+wl-$CQ*lz|6MT zd-yb@Kb>pi(w}4f#u|HGUKD*=4B+q49)wChgVfg`AFN6i-w^rv>D*qh{R_Ro!;29{ zyS=@woHb}!RgBkd=hy{|YByDaxcNF;w}S^|fF^T4&oH-9Tlw#0CVyk}OC**8RtDoZ za}@36x#%wYIPyP>)qzjfz)h?}Mv-?SON5W#@pvr?klMHKYCN5|!O~{!mxfHYouI!D zLa+(>=QE_hdalSu!g*di23NFb-=PJ4W=x0ao5$y;#7p~&5mP&0r}8JOur1?siTcKVi?LS47lww^=^<0q-%$7j%K-~d7h~qIUBgi9Fez_4atVquxb@C-t#X;C z#?teqgP)g98{w!w2Hfl@fClIRc5fot^(D*yd?Y}{a^E`*^0cD)RC;sFs%`w9y$O=i z%7#Ek`T<#DRcX~${o&xy~XhlquxK^Z=i%38D{;FRO)i@u1%w525fuc zwb4io>4RG#`cPpq7#isACB07{5#pq@v1ERTjE#eUuaHVe6LM#%=WNaj)7R%|vy$G4 zJPI|s_b;-x7zH||@q7j1o><1cTcPQ*=S>^iasrmb&>dK%kp57Ay9J+UYgr@->DSfC zdfYhqNH{2qUf>=vU>#zkYgR!FYfy78J&J-H-1)hgy%?A+1fl7wBc3a9_<&C}_1Jt9 z<)tcZn%boj%z+%6Qr#F)(EkAIY76Zui2+)`YKXi2QC8fdA*#M4&E3x|pGg6WZnbIM z)LS45nN||Oj^e^;6qEPH>3Kmb;sMZ(?f}T%$O9fN`|q=wX1n7GkFiX!BT*tTsPo`;o?J4MaMY}NPdtmkWCm|t z2SWy>lG?oprt2tM{5&R}q_{NCR)6)ip`jz&uXk6KrE@SZJ#zXu!ABYpG{9L|AcM^Z z$YCtxlM*UCMhLDq@LR$qL>NmT{8T1Y=nCuzhYDvIjAh_2r+oh({LVl?BU=i^HbN5? z+aF!GXfOapx8;R0p+Ax08jNGM{C#)B02g4mXH0UxDO+(vgjJSi@YD8;cG&SPT=mX= zxlx#ME?IJV>B0j*rB;g_;W6C)IhFf%?;&IA_3)>2TA{v?v+u-U{<|`t8Et|YK}~wl z*^{J^=IrT3G^`vN`1x~;wbKLP^h5fec03ALiiTf14z76Ht~+`egH6tafRU_$`1$in zOEWjbJu)9i^t012j@woFN3|GqC`9-};VtbTEWVJ@fnv4CZokr1Xj)5`WguV(M)snZ~uG`@FK0UJ`y(1Rz&Hb zxn-RE{BGj{e1}Fq9v-RReQss5MCv9N+6)8nNW5hBh6K!+E^Q2e7}kM{1I>4{ zs)bD7ANNHKOoVLlKoIQjeYXQX4ZJEFNCimvU&(#)}2S_md* zO|wG02sgyqaC$E$vE+~bqKppzodCWwBmYZ@PBCy8Op&?$F^Wof_ZFX>@o@GZ5VEfB zDU(hBRTK5ye^itmYw%Yy|Ys5qPfqu5^|61vhuX}oXYt!u< z34lp&y?c&UVMS4(Wb!&%lnLrpCr*ZOb)x$RPzk8nJ{DKu*8JV;DUa0 z6NNyCdJ=a@LQnSUKzLY~BJfd+$?KNuJovdijifJQ6r>R=f0qvEj*Z`6p5e4W?CrKH zQS1nH$+)?|OHl>}QMVlT-rS;!a1;pbikC|5HaTvmdHRkM0LX@jMKm5U*Gy@ z?`_qi5jl^Rd?Zx3KM2#_p~+RvM5eA>^28NZKs#+Y zoF;S){+k)FUY~Q$mx9f`ta}-Q>H!kSjGrd%8-b-SH2Yv=t_{ z!u#UFY--jO-iIt$Xm_oJ0Z9Nkx%wh0G&e)xhc2o(I5?uJ%4%frr@A~}G2Hscq!*)S zsnrP)I(lM>7*t_GQk7ixs?K@Yd*SpwA^5Zz-8r7X5p+RQW8tVZl%O`sN#)5(Jn_^= zW25d6QG)qd$*ey=nfr9@S&ei+c!Yj6U@0fN9{^1@a20*=KiLxB)(1{!6O;cAt4wnP z-QK+YXXBgZL#de!Y1rcIHp`T}=sP8+#+x$Nz_rlJ%vmbsv_V@ZqVA}7UpARK6E-9_ zQRi9ijkVqQnL85kYRlBPbfI4K>2=`sVtm!3mvlfXOt}s(=&lB#8eok*XR27PH${5$ zyQ18rVf8)kaHE-XzHT5Z^iBQp5KoER&;L; zLe@*Eo&PN^@_DgezW*o=M-U92UvkcC?ZDU~Y$n=*%N~7iYN!xoRKuSi2$hd5o zH#Xbdm>er;;K^gQtgH6!eYlG=C+!A&tA+gDTRN5XOZaD1KrQ^9nnzb8JMh$SIre!0 zCVt#_sS%(9hjtv&M6iS%?0i^8;k$e0|G}x*m=qKdp)8v;Dtc{Nq@LL~RG$9%3Zzn! zf<^uL`uB7j<2+LxV+rnj_k-@AwOp!cI(PnR&O4RsS+9Rs!^~O|l&91?c3WlVSj*s< zO>~qx3XgR+pbLj$`veh#ZISi4fK2nMiN*)f=;NJ*)r>c~5$kw$Dy}}DA#*da?=#H| zR({bu+F`C-Uilvgh*t8;w4h2#N|J|t%)7DG(lwqyysM)- zrouJ=D(xQpT$;Xcbj-vyt1TTMbn3^W7WcBdKdFjvMN+r`Baf7#i#_=)^V{>oh_7Kd zet&J+$nErX1@6_b#l?LGqt1Fr_3Ss@fAYKlipN}4(n635_uwEGV@Bes z<+sw|HPuGPAJCGwTc`qD%To2xw;`JKmJEoq2X_Mzo`}4B(=;9-)LPp4IeW0$Di7r91z z2;RWk854uHER701Z8G z$8IjbQc-_6)~GuJjPM(igP-5HT^?^XUmp&t5s*gNEt=&%u78FY17rQ`J7;{O6eU{E zF*HE8Q~-;4sA;F@E4NukS7QJ~?E(x!5N>h^Mp5Ef)xgRE{))4V3F~ZYh_xNhAoeN| zM9jwp3Hx9FUA&y)QO9I$Ii&#}3r|xG!eJEBjYt#*+-BlaCZ0qfwxwyw#tzIeGh=&s zJ|>BZ?x4d%%H9&q2;>VSn*%0S1F%miSRWj&-h0OafY?D2Y~pw8xbUHq9f1zlz6^dV z&T~oQs>{x{x;rczpna1LdrE2}4kxt5Ax z0)~r0`y^CpE=KftA>tpSCg)2;uU5KO*`C*o4&s53RHj*D_X$WpUFskpuLDfqmf#N? zC^{tr9KedQxbd&wZN$-^&DQNeZhxXJiBzZkc|P!2FQ@w^_4RH;B)A3BwDRToZHB1K zf^WPB1_tU+ryY&`r-nzrZlKU4&mUdih%B-6TV1$#*B(6_vGc0B6q4YV_}6{H$-(aC zrK?7+UU{;Hf5PwvJ%#i?Oj4B}NOT=@g4Sn%j7MH?sHlAfp5#;kTlHDzcW}gxl-t`e zTn(Aw`%8m+a2WfEqYOv?(Lt?9Gswcwmmqy?Y@O-$%^qOCgdWPgJBcbxV_sS>3Mf)mNxu)F8o85*e%`QuvPUd|d@98K zUS!VqEl7>w1Ha(9*79z1Q=9i-^G<@nN*W4L~~rccJ53bKrEJ!kkDxrD${mV)sG;>;jA?Id!e z24b#@b{+{obU5F|7rl{NS287sF=AYKX8PPga@*qwT_9H*MtzPsw5M2JK zG+#(I&ZWUYuadeZ;m!6d^u(xJLlx&07rsVHUmj^>z1|g*ElClBF=6BgTW`O5Dt0G4 z-3PVD2dlVd>yviL+u4K<{dNoOFKD3h4zG+@484Ds8`4P!q?DF&-sk21`D$fsRW}^# zV=0;h7mzjb7bouOJ&M^kX?ZfY%{7btQ#p95yd8#WTw1Y4JG8U}jB+fCFKPLU(29bF zVl19>{D8NM3$XKR|J93}Ml?q* z?6f##petRRFa->a6#z+D&sKnQTcFvIibc0p^8A;N%bktDC!yaFB0p#BC~pfBh4l3k zoNJ%biymEW`>l5pQ{x?@!)gLJUYaiS$q7t*vXWvwI06E~eG3OpSImnn>9dQA|Hv6m zr!Ir6AGgO&y`9C8KY8u?RrEQoC_R)sn^ePVQ^*S;Mh%FYVc+j#eZi(H>rSpjw#i9V z-(S9Nep|1pG|m3Zjxoy$LOL@pm&dSUN4BKsS&X0Ge^7?gz1j4Dg$5~!i`T)}0GLR))u0h9u(r47 zVJ5h7D3_+gpPx$!YlJ`GK+Fgry-9$q8TV8`Y)!mYAM8a5d+qFcX026X#bA1loxfOa zt`l8iL!PtOJ<&^8;l{(eXVV0nFGkLQ+x~x>_?lcd7eUc=R1Zo+3?G;(+cZf zJs$#!S*IeXJ~S8Cb)Iaij;*0nB2 zOPi;Bw$HEnAyS}JjM)73Y5W(*i|I>6Bl7CMs$VRaXbEwWdqV^SF-M}4*}y1lk-B=} zaiU#bSGpJp?CV!7%vy&T(ZMRN<2GffKavbhCzg?lzB88YGEYr_dQp2Kp?KDXOB@LI z5{M-Kr%hlS)T>uk<~fF?fZ#z_4=se8} z7(MT)I{{v8$F5yHs5P3|~0NRILT9%?pb8<+X53X1vUfcl6) z!zYs58o^_(pxpbqX*j)XsW;k`9{9c0tnwE1_XXELL9$ZPKFm~bw%LpcMcuA-+?~!tNmnX z?&|OtORt65JuC+G*U2Yw|M$diZ4Q?<-~e)7`_$?ozrhrrl(Ytsz}q^jkA{$dU}Nm2 zOc38&;}dejOhna4yo~P#y+9KQxeB{6tWL~LcZlD*Pn2!;J2C*?hPOCGrQldLI%Pk2 ztNtU%I~RpB#mAeE2oU%j9KSJb-tT2FyRl`|xNZE!1g}j0^HxC|g^SLCcx(m}hkf4N z#U;YA_3cUjsXA2&p;bwlR1WKgpY6`_>+9@`xJ?_oLdnUy(_LFPXWP4betRQ;A)%L^ zSRe~c23JRBXAw?SB3m9d1_@IH)~JguC2919wmaRVOe6ypA(j8}0-;6kmzOih`M?-8 zK?lia#vqnejAMu0aFTQl&3vvQ085K$;7hY@kYl^v@skBq{V@r2-U^wUdY}J91P8&Y zd4JS5O8y+qjkV z)6oVsy+YW1+%GRM$oL(tHJB?&xce`I;t-^H%Y`)eGAx6LcS)Rba=pzx=c|?a`bMw< z9C8|;<=c^gln3y49%XR&h41?F;ldGQWOzAV0$9&cAx~o;?5n7+f!qWN;l)+c>e<~i z%JFeHqPgk&zin0(coPyKmUc zA16rDpfa7NI<|SyA0KC>rQ!E0`=Da+E(td}zeG}ST9I{h)RUuhxnAtzTpPVUj+hJF z1f*O6yg1?{25Vb?{@l>kp^WM1ZPwF;0r%N@Umc9m%-3|Wnfzbmq9AtR5jOGpn4lQ+ zjXOEhS0A5N`Xa4>mAF52eeuQS1IgX+fCm)DW6HSAES!W(rt2&Rg$dzc{tEq-#JyPh zLOpk|<}c(1C()WT$gX7hGm#j~I}BG=l~6UK_`34MNKuXDsbC_ABzP&D-jYq1nY`|w z`?rm8U_kK+`y&pHC?L`k?I{)^xNO=!JZ!wvphuw4?$fe{U%b9oGccUH)AoAf<$HP} zEhY&vRCQEgKjG`TQFl4c)Kni^=x(tJ_%lzBU<8pmVTjd+eCH@BuTOZdv0vAp)rByUepcMG)v;r zfYI)yk3g-SaVM_>p~4m_F`2m)_V_WDiX3nOPI-PS^_7f?2+E>|CjV58W%$`9v$V?P zy~F#laLu9nEJX8V$tC@NOUs=T(t&*J!68L$HLoDysH&=`cHfvi!eSIFCVOsVoIX!G zEQj6lX9(N}2W>q9pzwotK{uE81VML@Ncno#rxcva3hF)0=g0p(7j|5pIHA|T`sKan zb$2$^g;y~WKYi-9g?}rvs*FpUWTcpz`dYs5Bck!2qaw=gCADUZ`L^TFM7_POQ;~>B z&$P(_&4ul@yPi@#-1=ibyN5Jfh@8#0b4GYT-REj1o&m6cAPQ>#zrCiff78A)stBy0 zRMB^7`9eUuH(u*F6%no&m`lBLH)QQ`x?8M(x)1OK-qN?g0mb>D8;1ynv#%BY+CiP^ z|42FuwyL^z3)78+w1BcH>3#v}4r!#jyIVjSHqtHKjdYiQbT`rs(xo(bCg1r3Uhc(Q zb3HM}J${X?VDYQy4}r$~XeHX6LrGJUHoR>P`-YHkq51m$B%Bft@^Vki&q79F1^K;C zoyeFURo;Rm%y#415@j$;V0oD>XZ*G*E82rv(sl#x?S>)GDUUt!c-xbEKWYRCwfJnX z0FzNeYipXpY}@T^GmpZD11hrs5c9m9@iPytiP7KJugzYOXR~!hUQ$wYB1=|?IL;g! zLPvn^hvMSM3DTz|8`}7zi&WNE8$$In>aWf*gqsEpvjjA72D87*Z6#Ozr=mV5r=Y;` zX)FV&ozo2M1%@QxeccP8l50c3sqtA*tu4FuBOv;nL76|{h8wTu(0OP6<>{{m$g0i@ z)@V8J^@dR4$%;l-2(g@Ll1~MEcKQdr6lKRBu0{EpG|CC8u z1>F0Ejm2~tDYR_>YP{giQm(eFzuAcqX0O!6oD=-&$H#Z<@fQBn*a*aJr*FJr3&D|zNRkBZEqJnY|DcE5=2Zed-`#eB92Y^ zHV~8I2;;2L6Ld4#)>Cc)gh~RXO4t|K^(bcdJ`ql&P$$-Mgp(>)8QcZZH~`vSUrh#~ z@U2#{%Ep~ zhWq2=eBwAFP+iZ>kjS?}Szs)&+P1A80NpsA)bX~& zg7+(nZ&;L_1RV6Vn0}gaxX3qQ&-MQq_d@$8ij=Oz8!Pli8lN7L=3x9Sra*Kf|MFUrSwBeelK>NveRf8jUb}W@}pp-dzAx zcDgQ6E_xo(FK@a0drxeLd(CWP5pHJ(hU`L6RR9qKLJ90xhbVL6hzFotSo(SB(3F## zi0(A_UB6^^0=4^gyiqT=hlJ*f9A4&X3OGF-3>aJYq+hHWCA1|I&yO<~vkmv**=5*l zJA1XxyRu*YJ$Yn(x%O)QjsDw>e>Sl@5M-wGz>m?i z*nC)4?ztVs-F&x~-m#p_ZAr*=vUAG((m||5r8?}pzCzy_(CO#+ZooOG{w8L0J-VS3 zwIYo&*OxqP11g8$L;iV?H|In;bd9SAN2}GF8-TGe$T^`g<_b!pv0u7bh1~?)k6{dB zCN+9ZEQ`LA#^qB3wFz8rM0&l$JoVKcr0~ zG@fVw7od06{*y9>fBM#Upg$hHy}>$ZyEFnB!%vd_pfH)7cN)(smiTiL02m)sybs`Y&ei$IgI3qhS+oHola{QLy$K zeK8e3-dzct@d@g;=v031V{AvZ*V&9PwGflX6oN5$eB=;%zReed)@z2Tot(A`QsfB~ zH(;IRh$1AOmfvJo=xQ3=yI^@0MiEJtQ5GAHhDoh*JVODjT(atj`xeSB zZ~5pI1rVFo(EiqUtf#3A+8NmOTi3a44l=L!8XLqMku&}OukZOeavDIexuXJ^U*Zn^ zrHKSr_ZpW60G0QGu6lBD$WPlxJXGl;46q~H4DMDJ6fP$eKM>3<)6JQxnD4`wQ^Zwt zpUcUjxjX6>fDqde^tgUN01-a!0?`kbHLFB;4!O;>$^V{PiZ=;=PX!A{YQOt}5Dldf zx0a`2hE;gjfCu)TUEKw}yGp`bVsCj&MS&+yFE6i^o8H$IO74=wwJfA8ADe$8{$`W# zV)bNI>zZkEzW{wT@BG0+e%MjxO43A}BNkfgET{J@=F zT2jMa=)gIV>ETLKd{(k4%bEEwaNrxd_xU#aHSCCc15qC8?tzZi0HIz8C#Ku1`z&AoC{)#Mc%UD)c zRemlv``n(&HQTuu^RG4uN$B0y@Te}mO_P^9w~e7WL8 zd)2kSCcEXM;w1bK5`yKj@sMl=&6B7?M`D`_m#s$JhUKXF!eml}QES3YYlyEPg2Er(nwFRmD zGfUmAGJWVL_5aFFd|P54%TaNHva|DTJBBjVf&%fJ>}nj9nkEFg>eSQ!bemLM^#7>rXS60+aHh^H28jK*lj{d;cfXdCM?Pm)gQngk#x^rQvH>?VF7j= z=UaJKabVRG#6W@viW6POZbbRzCLR~DqwpLL@!)-zi&ypNQ^$*%!oA%1O4QZe)r`rC-<#M}o&7+4;t60`ukO?`}UZmafJwRzS%d)jee>rjI`XjN8V5-LDhJ zXDGAW5#h{vL^R}ozwk4~Rv{(3^N#e32|oZHnP_sBsJd?pPf)w0FB4l?54VOXRR>Ux z65`7+Zt4*34cXMXGzhzL%}#HszEM7AVtso_efG+T%|HcU|-PtcTFPNUN;|4 z`d74|cG|6$0RWZM)YL|^g|Z8ZTx0A2iSzbKSCJux@i{SWV#56K>fa^skMPE>`j<>H zKj!9+Q_VQYEVH)VL!>56Y*ARm5 z^%GIp0p^yrMXOp54}5Jthc4p1@qO2#3Dju*6vv4PDddQ^X%$;*AbU;|3M_;G-2@AUc>EznRs$vp1s#Ho(zz?wHF< z=LImnauToniuDdgnuAa1A0{e}|0hK_F(E{q4-okt5Qv?f-N?2R{-gOXh!9b(?9#gCm0YDB?}nd6{3K>b24P zO5SHwxEem~;r@CEJ91Z}V5g%Ev&jCEhWys2+I}lLYj(Dk7XsvW%S{~4zgPz@&G8{i ztMx!77A!67&*7u0drTCZ43s;az7NsIJWJTBsgQRdvT{_QjgSM$wa1jRnwc&ekPx=x zbB={yLttSQxVwPmxt&zG7TBGI9VJ$HAlJjP(L&FjVD!ch-nq`!XlZF|LfDvVHmAi& z;m??=J?V6!?~6VXa$m_HVTv9P#~luJ&&F^8cyPk4^O#YmUbZNJM*MJ?*f~9GWZz2l zYu-v|0PD$dV2&ROGJdl*sr>(Sb$D*7xtJ@6Twe8%oC}6-Ab>q2ov0w7f(B0iIo@J1 z>e4d&u8y>Oa=Uo<;d_d-Jf^8Brw>s67ZkT)jr}?Ou4_t9Peid2^7uic?|$HT|Uip~v}!q@W5# zKos#3+_Brk+b9(@@4UC;O@`U!5UlX_`0{YVz2^7NcK}<05D80i^h2xjnf{Gm5O9lp zBeRm=?-0Hd$^fCybwxKt2DBXN>6v+7Ng#nwo|hFOc0P%AVJQL?)VM4>f#9IL`v5uZ zVeh%x6h-OTg_P=-_>7s4e>h?UVP+X#41!-AyDeD%5&U`sH=o0GUo zLw)h@dYrGa?Ec^O#0Ysx2SVH~jK^uF`Cf@!x^;3|A?8?e<3k!|!)BGOh1hq_H`eOO z`Oao7eJf~zJlKeM%x{?YZw7ex*IZZ#o8Nol2u%!Z3+^0G@Dkp&k9!;I$&ID`ab+b5 zcXQu+t}$WT*-fq5KE^m%>Yo3O@c6(2@WKTJ1weT%4OGd@*U4E;0HH-rK8KFu;E;el zRE-O{POeI!3I_?8j^NAtpZ$uZa#fF!r5^pk!DJC8&T|$}c=CDp-m_ROB1S&@psx%3 z3Nq|~6f_W^^pTwR_k=uxUGL?DLwh%h`FoYm-2e^u?VGF^Lcm$HRl3)#xJljuZ#d>X|zTn zxX0;y8ZPK-d(W2aB390tMNAr_P;7FT;~8zSd*z`*LzWMRGHuW?p{6O0&>-bo3;jeX z{>TLzNI-yN=G&Icq*Y^#*yer$WV%_b4j%3SIzj=_Cc^Y#+2nyI*(1w&`EmX|lu|q( z4S3FBSoTpSra$WLF@oh5ylvoq%kgSkLb1EHP4F(Nu8tK8W6pb*^7Y=lssXAw04?be zrxbss`8TUZ1G=-f=d9^9qF-&;ErHoGKNbBH*>Y$}DTGBJFd2m+gcU!r>oT#g)1s7v z0`uKQvIeQ*S8bo`F_37||Hz6OZ-Z%W$vuhCNs`$4wi`$KDdNKJAIvy8j6t8M(WmDh zr9H~a=asmvZoj*9y2QGUxK|9lX~93!Y-SxyLg>t2?%)5M)$S|h9RX)HC9)QIN+3US ze)yw2G!h#UxU?->3$^T(GSlKn+S<9jF-s*W&LCc)@Y=}YM+`?=c;{LUK17|lo+dz_F>Nvv z`>n^TOg6`VJ!FX~ACoJI%^-sLcbQhEWK`b^L5}aCtl~yoGfx)KXI*hL#C3WLOoA$R zCih{&Y)}X<8}SE?se5~RzHqoUmJ~kM7wuA2)bBbR__svoRma|Q+Ty`FMUp-pyF5Qm z1cJ)zqOqhrdMAz!OEFbm2V>*Rl550D^s?}!F9N7J&=<1XEpcACdyi-yxw3lxr~6Rf z{*n@p&-nJfR_8TZAdGrv^`v>N(rESICDy{I>YpRa&=f%C%S*#D3X zA}OxqJzHEstfQvZohY-7!GF~SkB|6K{@&`h>*PPg^FLv86Jn?C=oBhuB6WwsC|$p& zSZxRv$OYxbuO_y^VjAB)j%w(Olgf;tTIMSsUn@|7mbaY-9!|%NjDTFC+>eCKSL0}+ zR4gnLq_IcuD@?>~Cn2L@GEeDj4>w}%9eb=z_yl?Is`HU<@eUCLYMj&~;9MJ;Ym;D* z4gx$7F{`2QU->g#z1{t@(^q|c_49vBmJIR=vao#7A0fO&k6B6Zo12@2EaJ9isR4yH z{Zs4f_<>Y1?Uy64vXQ$Omc+xi`fSnUD!>i}-sk~|WX~$D;~HplYudl+GV1b%_o4-3 zCCc@-i}64fr0%y$o?!SZ40|K++INaPVz5N$9~iu*3=T>wWDDB0#6*DL@&LY#t8V1j zOnECSx_qgaq8FY$GV=D>*#t0WsXh^PvumpPMpRWqLl0$@wlR)ND?!KK{x^B$bwS1G zV{(;}+34tQ9!UgrxH*fB^ZJHLpcq;U_b~$cpX`3;!|8Uzf`0kq=cK~3GSS`-@G>?y zurvR12Q!{}k@+~@ji+W=S3ActwkL2gp#hSjH6Ep?jeJq4009n#`0-Yin8h6}FFH3N zZ4s88uNr4%8{YrUwf5%bu`Qo(BQq){mquuX9MrN&3mr!$u$_O{Uu+=S2?R1c*qFOE zBcDDCWx#Nebj7Bt-aUWCZh0pIbTkT?A40;I(5Ev!hKV^_T0s6@b8Bnu=fBo3<4kpR zf|iyRHN{|UTf}m09r60^G9?a*JOwB(Z?y~Ui&E+%*d~C&?JZ!(auM3PQ2iG?csN&{ z%4!rSv8#=xVNrzn6sS$`} za<&7ReeYTJ5ezv=VC6dWkGEPMx`u{!ve+_sky?`4-Lm=V&hksot!L~ucMz&N>Hj^h zdB?_yfbi_e1J@$XHA<=IUnxVzBS7wAey474hQqtP+5MxdF_X_~rI`)%I{beo#TqB7 z$bM!!|6K&p#jGa%7$BEi)X>afCFM0R)v2rZ1Ln&e5YG_{e6H`SY^sj|IXX1YU`?Yh z%+iqsye-bFZVPI@0t^(!_tAQKi53JN?j@kIvlWT4MqFxWjSuU&WBOe@7%xBp0arz;q+X3y`e zH*<)EjY0t_k*KdEmYO3W;!*k%bTpZJ>6>`$kLt3I`}VCOSZ?fMVC`Zx|EI^!%sl>V z)7I=C6Qc!qw_SwXUA*O@%GA_Fv&up2cb=Y}8;9C5;!l&glMUsJiIP#qcU=K^j9NXn zn?GR}-*y0<)Zu`|N2q_HTCXhhQCCS=F=zQ|!sY&t6$X;nZr@OS!sA=NPeSBUIbN^V37wom*NdDhdVO41 z8YsIK=N^5%KF7z!i3Duv+mzu`82-SvS|h!`sq$%a9Q!4&U_^KJ?1bk}Yi}8FrZy{b zqk=68Zc3gd2;BMKg-fcp+7dUig}=W2=qGX7>_MD)dx1CRJ1Y%^`Tf_NLIrL*g!9%J zyTFd?%;moR7|Ge?XO0|14aw=yH3zAzQb+2xylRWh7=g_1ajHH-&#FV4Vr$Rb-Nb79 z<>l!TIWm+jgZfUjIy~Qn9jg{IcbGWZnaokrm@QP&dz_Il3nAx^hjTy6{ntiwdFgr5 zu<(1XoDk5`@!?$LKhcQm>M_jYObH%k({x==Fo`?On2+VuL`A2oF!MQBuiPZ3`Lw!^IfeuLPOX!R(3uk#JWgC?Y%EI9B0w_ z)&4~K^B}p48<+eN7Xf5#jfTRQF{~%{m8Tg^PfxDn(ZJ-MyGy^EDOHQCp;5yk6+BWG z%a5*Prq~P&85!55rU|^88h{_cuf|ZHJ20(@%Qh&K=xzN*{E0%m{wN~iV77&0fP)?S z^{erAe^fKLRP>;EG&+Y9$WOK5_3 zJYC@hs5yG_DzMOGW^OK37t={nQ={0b2>SUWu_%}LF0YLL~SmS`cF zLVo&SC;wobv0^N$>rqmtPI z4h?ZBDGm_o1v-wW!vU?75|hZUf!hNIX4H`Y?CUhm8BteKhITA1H1ZZ^v3Ms&w13gX z64z+VG8n2~#ciS3+_D*-A!#p;138ebu1G*2e`a;Y8CWAT|DXmES{FSwU|PDqz<78> zlW{D|ZFMm^+o(c4Kc`JYLnOq_T~ugP{eFp+){tsg(5~oa46-oi_i8GfnRow*sDen! zE5TAMzLdz|1O;uSp-z4~n8+4#h{jQdQ*--31}2_dd`HpyaoczvC--#SEE4#P`0H%X^|^Pr8I+Ppj{o({KaX2?wd@3KOdyUg?I za^`Bcd0h96LuKsYTf_Xt?@UK|VXzu^V0pT>fW4>$!mi zJs4x#<#X|HqXv|cd0AOk62rlfZSZF(QtcO6)fDft#m6DQ8Q;OX_}$bdGeHO8s0#j* z0g1N2k4@DG1l8oegDu^(n+^2k!;&uu0y#u#ptm-G%uK=1ty-(;g7C#edzQ7edZboP zYjMyCXDq%H(B?m5xkdI7kUd}wQ8*O|2-SXMhT= zH0vd^(hqT7-a3C8tPXa~NK6_)#;~KUgd7h@5tRtl-lh^*6-C(7Q|K>=oT{sB-1o zH>8mX39r9%r7|JEBHaLE@|`~iGmonk#ADrz;?{g>+9)_M!;!mkTD9rNkGR?)50?)n zzPD!14#|Qm2@bTb7Gtk{t?-qxre~{I|G%vMY9l!W&PaPrxhNIkph~cG)GE8-e|pQ% z?>Wmstj=siiA@`c_(k%B4C3}M_jq`}ER<`Ea2AakMm((jh*(%6T1mdItje2I)Eif{ z3JPXnyh$#QYtTy1R|<)5Yir4~`~1OWZ*&u!Aplz`GJZ?OurLZ6WqCBy)^xCcDGJZ> zTpy!nwO{j2DEm{6>89xOgQ5wSGJAoKa;^DSDrn0%zu*q;U5Ko(TSol-iuRT6&DlC= z3@Jgvpgs;xv)HPZ`0RMQeATJz?9DU(aATrv`)bDB#_6kijGIEcg14D@@V}=xp}!2z z4izCK{!pBkUgE1n?--`27%GqVeElI4Ys}gR->*31pWD_=`zNwE~mr4 z;ZAF8m_CpbEhs60*4DDClD&SNc6m$uT|1!P4u-29`goo0(}_cQEL8NNe)r+$PdeDf zxBSu->2E-qVR8)x{Zgn$*K@wJbrJWZi0Y-Fw!t`}2``p!M}h(QiTt;!%Sf*79|Q-B zl3E+L^iDD%W=c!jR=Rg{RKJ3($4N z+b!P$Nez$Btz)0>_{i%#kBDoGD27e@p96o~o+j`ZZMdzIB}GJbdjR6Ux~#Z31X~LX z>)FbZ2A7wO^K8sGwKeT*TP-+WKM}tXa6Kk~6c#!Tkg+;by+6&JDOLpSN)5JLz!>xSqkHs;r}$DCB}BcvZA10b4mK0 zVGhoeJf!gQZ@oKXkhL;6#0mE@ac0N%lAp%QA=pUCbi*&Rvcae}!Z`TihgiVbo6b1g`fn~-P$dKwE8IfGH{(EJc!AtC>-Lr7@gkmd)fBjnP3wXw0);2gR(u|K?QscOz&og0R z^5ON)Nq?tm3;*rkS6@dW@x5JLQlB-XE_*4VY=e+ z7WfDn?O>tjm+W(IwHmDP75Og^-uj%wN`1m97hGQ=fM~E4_B&_YGRKX!8*lye`6gKJ z_7@oyz=pwP`g2k1xeMP22NmI!z#}U$F)?uNRk#O3i=t6}Rg+ql8{8xJFr6`oRE(dm zdz|0F49fP~gP16G!!F{}ZTI%@%^qw;n;(&ERrF#EJj7 z;YR2i`wj3+&4GKZc^NnD@J&Yy7I9k6gme@z%$Gyw3+s##fivhO?bKhjSiwnsTcsSQ z45pq!{6*{lCRIbA8Dfl44#^A)3qj1|!Y;sp0Agn^f;Y#%PG-**-a1~oh~mzVRDVZ_ z`(YCRhQ^E~CfGqr)ae!H0fsQQ%vR|0)4}}rHf(61!&YIqXGSd={leA7{ZBOssVEf1n(%MTZ~S-S83DI>5K%F) z-D9Gl0JW}G4hxC(Q%g76g(-9AzM<>~W?2`2## zx(5D+vPuuAfd;^U#0yANU@Zv`CW>#|d*-wT8vU*lva%;cH-0+&*gcyY*$rwFKrs2j zY9Pi`QLN2TUqf~Hk5Ua=3l%4+NS5Xssu4~p{+hnax574st>c32pf3~4Yjr*7DT626 z=#Ijkga7JcG_+dn{(-2RE^e&^hm0#iO0X7jV4Ez(C8HBFxGUnT$x6m*03@XeRitFq&4~(+^?=$HY7z#;-ZY1jDbF7rdK$ zP7JzYxw~daIcgn$;uQI`rTYY3`q;JbaEb1~8d}AW6JQc=SMcqlQ8*9zJUP(6txWiy zP=)32^DmR#r*ZsQwEsUVSO8~(1Iri;W#cAvLyL@vXlu?Bp95byGZq$SuDsrX0c4+_ zM#n6ZzVYqOS8dfBG|jQBVxW`v-l{YG1vZ*QSP9~c>l zU_II}q!4EgS9_SgTc4<9I1PtoB3f*SCxVE4e+LSFcjfiH!!`*}HvcFpx&&cKm!MRS zi%$w6k@ZsM67Tv#v9)bdGnN>)b&M8d(UXbZwMwX98=(04X8``M0%gkf00e3t*R!>b zB;;Uq6|FhbgTV=@bjIa+D^>HcEcsma#xuX$0AMGY1P4xaG!%92aC660uqq7s&!Ggy zBn3l6NlD2tABK%G6Xa%{GKAR< z>*Mq%Ja|T?t{&W|wIH0^b-ueBBDs^d==z6LH4!6KSug*avoD7fR%tio%TsAlVT63O z*}LiyeM!JGpU4_>k6PZy3xTRtTZe2Jqzx%Ch|}Xy+4wT>*Q1hngyxane!+OWzcZu?m(3j<+`x8M!d@_z)Nl^U*GO;`A7rqCAy=!Udgq4&`hU zvsEj*T(meH`#AI%d;;8b^G39}Pzfq-?i5=IXg$WO|4vkrZ2E(>>&FdqDk>tubm?V` z#cM)$fOT6yNUDRpsEHD%n~(0{*O@esa%_GZmQLs9+~~NCkDsQ;f&Y2Xk`V$^oY*P! z4!s|Z02^E(Y~W^H>^F&ga(+W?_A)!{FaN0>;e3(;O95twBS{ePKcCO9>ZCVU3sZF) zo^R5!7MLTT`VJH-w(9Db(145boSWDFuiVGO6d!u%q8=o0AY@#Aj0{n)r%>X~fX<^c z+b8gCwH)2F#1}y)VQ=}!Ku~9o4;PqM71HwYr2}JcB1m=~%25BjR<>nnmY9+5OnaIml22%CUJ=Pi3{)}h{*~0^y%$4PJUTxXSNzmnZN60lJ$Ir*b#lzeO z*@}LATOJwVIHtLMj0UeC`m579Gj8F`h>G$DTZL zfZxL>f(y1wam zq9amQ2*h@euD@b`{5ht3bN%^M(LQd4hshNDD$z2BBs6v;vKrJXDGb!Ug!GAC3ko7^ z^9Qlld2%pT?^2f4(c4QcnIN)3yo7{={Kq)<`T>puDY1?m6+UR=$06A}s6z{urju?9 zn{P?9z0AL|rxu!-J4?2>b9c$O3B4zXgZjhZrm)Zo2xOkFw*8cCDGFDIeyWCAMxz^NOJKl1i&x+*s zmK6{5Y{-5tl8%>wK9-kuF2RpFVW*Xqv9Yn4vlVHJb86A3wU{#oOK?EgX ztOsb+KpCf9Svnua`HaR%HEZCu8LEH_+iGQX72G)u{OSz|R^HXWNb>K=N_}{d{q8IwvzV@`>d)Z8Y&{)eWk)g~ z)CO{i)W9^iZeg}x3{vugY$D_?o((S(y3$f-jE{2pl04b`Lp3vtfBb9&{$-3q;2h_V zQgcpX@@IzBkL0Cn= z4J6I)^PkVhF(u-UY*o)ne7RN_t`kbil1I=qzbHYW0DCc?X6Epw1yWc;r6X4T&O$C` z1%= zw1Ztzrpn^+_M)BB1Zm`xvaw!{d|@^AcTCz}`51wC3y~VH;V6yemO&A_7ua3R)va_|)tD*DXI+Tm_ug#{HE zRzlAfxD>DNdoQPcD+E7y;cjg!RIg>e>uAHK_#4Y$+K-KL2m@wHUR{d|AiY87RXRz| z!WAm(<&;#*K~XwmdcBn{$A`>U4i0BuX&%yWb3cXK3BZc#P~w}aHagS$tbDArfu$i7 z!>RU;(e37-U{>h#Q-l7p*1{?Z9~(04(pgNda>|5B>W2pZXNM*n3lRhZ-d%-(B&SCn zTFwZ)HuogI<_k$<&LcYlE->2zBTwZ*39swa!onBD7pR(}yvht~sKqbGMfRLNQcTxV zuCQt7vl5}8vFl{jCdp9_kBo^@39j|a)0YsNQ&S@#AXM*!zPWu{eVX-fapuc?|KHQW zvV5l>Fqf~+6HKscL2ZR>@<(c|QLPLKUV8FSzxveq8I7y1o|DJsD=I>?9Slm7mfm?2 ztMccPD5aRcUsZl> z;@0s$OFYa64f38R(h*O{lCaF?YKBj=j^GF2eGpVMIQltigEivDl!g^N9|Kc8GBjkW z_Is-IH7TDthh#6@Uravk6qAAI&6AU;l!m$9P@DdV2`nr#TWu+2bMqpJrE*jmFe#r( z7DPu^z4xY~0{VU)K9@DidOMscJON6MnM>l7yKU){byVqxuzGZNn z&;1io#$o#D%X__S6xBgO3GS zvC^CO2^|k1=%yAHCY;F$Gmo!+vk__DUJhn}?|;G4nwsB8S+zUpD5fKq|e-~U0 z%D4)&IF?+03j^Ta?{Ye2haOp|W!stlOmFr#LkE}ZR7l>V+oeD@{nW+v;m_oK8$(el zrgDEip}UkFmpk!Wuj-9XW`4mOUeqWb*5r@2AIE4Iejo@bYP?jSVCq!&_wFbJr3DU5 z;k)M|6lhaED=O@T_eJm`_L2*YN9I8urmYzA%MQ!FdT)G^L3I##<`EPW{ByjR0K`bT zkALwfwu)s0I$||Yg7m`_Zn_PsxJ_T`@Ii-(|_^e7PgzVy^hPm9gkkMV-s+ zS=VZ2;%oDLMcV`#umQJ1_BemYqJmLqJP$UP-)!AC91qI)Now<&l+?Dd{{8xHw%>C& zSl6`uN)%Sx+U9KliOS5n)tMoMPGg#nO|=8L)H?LXE8k>wGu z2gY}2APeDwU0PTMm48Zk4k`ksvK^=?o4);i$MPZ+8iZlF?+d%U^(QDW-MdnBrkM&@ zbB#dn1?ig|c{rltj&84sQHO>q6y$f`ZNz1a9)J8EprZDJ*i4i^E_-67#krz8kxrFa z9{N6^A)6%Mzlc@Ck)!#D0i~H(kc8r2jG}I^{RFNnQ&{SRvXYWlb=iHWUJ|x)V+#^O zwSi1F7h)k20yen8t>f~Pvl%+x_HDhlQG7_axXwl33x zTCTDyO+oU)$EI4{j0JY~cT$X)-zC5CqvgLRZf+Kt(!7T~`*Ba7YG&qo{AENEJh9J(2ioEtbv??=)!5T2%HIYbHYnyb&3~GB zb~f)p>CoJ2werpRodlcj!2P}cXMun+M#%8Q65UhYv`0e;0nQkeUM_1&%yd8hJJK}w zpdF#jE_N5D`=|1gTIdUI3~=vESc$%|nS>588IA1j6qqX_BCx`KWA$K;BvHHbeJ@H? zCV`&!`KGd2fF@KE?Dg|LP~;ICSWi>T9R7l9>8UVC<#>l)oZ;VCi$cc`RLi~uXZO|% zVYZn-9tqdW3;&`0ePwFA`Iy`(W%|04JR{^?gv9Pr%-U?0P$!?9qhJW>ZUpi1H(nve$3{nfO*eyFL%_U5JtSTINc1xS{@pyL^P3;mJM zS0mumRNke$kr!guL?=%OU6%M1R?zS@BA2bI&rxY*vvVuPSubQ74HJLnwnnA z;dUK_iYy+ZmZ}CD$+20w5gKY`0{+k3C|@IxUTyD_qR6^_Jy^7wPGXuiTU|A?k+drH zS)UgbuYvAxSs81arAYK9V>>y;&1{a0jNQN>AUxC7tfSFZ*PBFwGi8jk~Zwg zq<;gbga9lj#9*V!k)F(TO{qj~t(+XWSSaUb$K>(nI&395q9W{;8{>d#xFlCBT+j{8zx~{C?39pB-1WoVQbkP@**{u#^O6H9F z=}ZHub=N4NkVRux)n!L}d&2PsCed?u!kOv0(A$1Q4eqEnE+TbAN^c0_hJ&SL!mVoA zEZGH_wV*tFBWfZuGZ$Bv5P16eL#5!sw}^<37k?LE+5tRhqfjok$rtlSB;vTgO^fb_ z=W~aRQ}i+9^ntQeD!aZ;pSy>%M;<#8BO{|1GO_x1?NlZtca%6=!-MXi;7UyqKy9*` z$_w%GmctnH|10nr`|6~LQ{B7MUkh4qNzo?x$~G|ObB|Wx$^&9yot-chHSMmi$?K)z z?qUDz{#9c;oW--luO8YY0H0Cxf&TV(@WzDoe8%C&&=_ohdsdb>d~iry@d1aaD)iTO z8tkG#K0f61RE+@B)qR@nYQ7P{v*lvy-t?KrveIOGcTY|(mV5v5E3d_S8cL1l$ApZ& z9zT_r2N~|WeXhnxZPxGnAFV|VQLWirxik)Ifx5=r4~atX6zmdk zUQ@M2W@NgW?j<>nE6JJbv!y4n^SVkt`&!NXO3?^y$TgXzo_Imoepw;3` z9UdP3KQTqG^gBnqxHyC$I*GdQv_dC3Pw!=g^|?>lV{>voDaS8AA|Wd}`*P2omFPVS z3-^H4`-Qfg=HQHsjGZCn2FFBLv*At;Kg52$Y6m)^X`}U<4WvZ>i5j7?n?kg>E#n!g z)`vly7jGR5xzD+Xm$xuXVb^c7kwK6d4g5iD4r}dSZ(`GiDGav&Fx&g=0=)T`AV4#< zX`p}W)gLY*##QbjI?l4V> z$j+ANk88jt)>Q95_@zn0Z9ghg_^16p7fGF2#*YbX`3*#KgAik~(Q<8*PZY*dZ>cgB z24;d@|Hj7e>i(mv9eg**z7j?Qt52h$0OUU4Tk7=3mOP@dsAj(xQBX6bcR?qbBUh18 z>yG-dmNs*g|LW|}AZ(ny%m#1bl}y)!D*68PtZkOo{o8>=?YChZ7>}8s{@y-S_uR>C&)ANrJt2dJjhJlBYM?07MuT)jU%L0P$F88)1|A` zAoB+LL+@0}#re(gKUDsGVHsjU!ciyU(6hIp(@7hvEA`A`CVyEA*N_l4;2wP*dHU$+ z8fQFMbp2O!Ik_yy2FgqNx>cgPJ9iz;u}J?BDxCO#+HHlE?fO229O?^mA+}T5S7!k~ z$-|kbD0tU<*}l1%gocAU_^GT)`%~B4EN)Fne*Ds^bFRN+7>e3$P*yD|}^ zQ)wlagCdIm9-Mk*`6PfqDJlPmf{>!1NyN>^=km*viU_5i%V-vq!D%q-^)|?F{cQEC z!t*CPnHGw$y*j0^$i1H29v>eWZ8X3~ypMXPs`cZnZ~Z}A*+cgbYF_I|HZ+@J|DE8} zs?mt#o%^^&Pgb9!emI|FKx8jh(Z|rje~7J~jvRULfx5apdMd_k@Kv~P<2O(2NTj}b z(~;g1j~5STa}4i%Gk`IOf@SFoRE3D-;#ztyaGVb?D4oKSNv2O2s7WkKMxFD!qFB(< zM(*wsutAW7F;^R~A=(j8bKhhV&h*$WcX>m*6lOhoeGPn4wZbz|2@2<$%-nL};u*GP zc}jar{Qk?;;#+%flBh@imIg5d-?XrAhpsD2HEa_s%Of?TK44q4?E0veN$IuOuYT(l zF3231rdnkz4p{DV^WQ35%FA@#Vb3Csk7JW7pwI2-f9x(3?)yTUrcIztp~6r}-1m8M zVgx-DtE#!9nFzHxN6ww*WB9#$W`ao;%J&(MU6ElihiQDJVCm%=M>{IpMVLp}(+}+9 zBR3@;@Ks!j!vi!!TeKzZ!85}1i>?JR-daU6XUTmsp$WXI)VBNSu@+o4cfWazV>NHG zg-Y*PC0E%p+}T!*<}ojcs@|fvt9XfU=&U<<@_g915cG9Cnfj@l-rKsF$rK^2PacrQ zlg!v)ZR5i~BNbx~@}xleK-739pGJG7KzEs=a%E~n-=fR_Stg_&2XtvAG zzANEu&GuD2aW&O$YSsMp9E)sUbs6IF$Naw$^N9dj8l90rI1P`}P z6dF$Dy^W!4Lft0e=d=I81iJ0rWL0!$cL|J)W}|r3j-#+5=Z4BZA=5k}dibC&{6HW( z3%UJ|fUcd6jxIJ?5|;IPlvrhE`Wx~w>`0zD68uBJ{8{HmOUw5T?H8e5=@9WrypQl8 z*-R7~T=EbQBGC(xENItlH2kEFF7Z*G2~sv#Di$Fve}3cq8X~U5FgpmjoK;n1vtMbZ zzX=Cx(BIw7ZEf3MN_QI&1JiIz*~Av|u&umrS!J@aftxmeYY5z4fpeqq_{QJ4rYySQ@Nzc69=T zC$UTHBA{DK@7YP{=$XD7@>UbGdX>HxHQha!S@Ae&fO!Fxz2IIiuMZg^+7!m<642hZ zwmKl;7yuET&RbvdrVbT)k%L48=IvaCisJ7Bv6@aoirkOY9HCN z6D1B3q}n7|AbewjSWEyXlPJ*00AhAC$Vf<{N$P_FVG0~PJg>)T2BSDG?k!N{(6O)- z1L`sr71g(yk_JuWa&=nqS$)yJy$}fYEP)#VC7>xu0@M`{Ul2t};=Xf>B&U^pb<5D&}lntF;qbKv%H)Ni+6a7H)^2 zua&9R!O*dOkKtB~DEyqbLwdNovGwKjck<`8#xjlk>X>z$iM5~eT7ZSTZ;#toTMS^&O56D1)8a;=M*QJ;P>J{M|Dwh zSwE1Nw0isY?Nw`2DHuIaCIiyLwsE4pU~+mh7uSj*kK%T}Yj1A95-NDm(*xqpoX|e$ ze|9VePAVa?QK2O-KdQiYe2=7*040!8*oTTMu?oteI;Z$bs~<_#LTP1UJBu=hbN!o} z)9`>he`EF5cJpuDd0V)oHu;TgW>q!RY=f7xX>owAOVd^3T|_^D(8DWrR`SaWMznU9ONcUq=R1S#VAu&4oCntC6(c`8Q z<~>i9tgc@jy7GgYGCFD^x3Jo=UC*P``GX%QXc_e69~DM?%zsa`Sz$8J+q-&om&OUH z#zymIj%%w8{GTc=GenUT9J(3Kw3#S|DI15$kG{&DS{4u{1#D8TQ6FTc

C(u^%v6 zzaeudDSF4TgoaKSHD^~J9j~f-xG&p8;8OZ_7J~}LGlNTcgUwxKcDkNl)W4MK^F&3z zA*2(*f1};D?b7E;_a*A#O;oMq6VA(@oqNv3_S;KW746m~pC9?0N>?}~A+K&DKqtrf z+3CgZfr0X$-(QYOn`$f%+)Yp~_4&O}cqHTH@$&Ma47zm8deboO<~Thf(__SyQi7Vp zCIJE0U$55YEZ1oEJn+ad-~Idr>piq8V*MLMNP;LfTAQP;!Pt2~j`QmEZz%#Mm&A8L z7C}aWtVB?eO-7;rc}pLOL|%!}JN1h!Oftz*yf@cZS5wo{;=dj2T+7WCKdaAqRsYNd ztwy2u7+>OvqIV4olk?9J-PyISYtpE!w6n6R%CJ~x!i|w5ENS23A%6aM!e8u-xraRC%#^2~U zS4;swwOOxTH{1zUgtCyLZCZ7edWv#6 zMPj4kB@xAD%G*y#nvV`%NDP}T3C#PG86UaC#6)IG@mfB` z)ERqBzfVq1jyc%akO?2W9t%EM{LgRiu0Zd;@w?Q4*e`xLZSNm33k6eLsbTa>=AQRE zA03T-MczQOjWN@{vefB(|M(U=hHb$N>?>OQ4#d!F>e&xm5Ql&Zr{j(RC{&VGt5B>He zdWGOax0N}aFS1iEItv4c(Yt-5Uy8cM`WYSZ1$H8A*Bv;Qt*_T1 zR|=kpu@q_d>|!G&#EY)Zs=mlsmgP%j?Q}ayVm{g zTPbhBMA5Z8^IY{a^@rMl!*kr3`Z@F&xsi-n!tShrN{X#ROo+oL&JE3KY))3{FBP}G zSFP#ZWKE@Tjy95$hv#Z~s!=7ibd0`_k57}az*2p%pRnT6tQ4~?r4pt;qn>_hN@qNi zlOt%^*wmC(T)fkeOzE_hwdC3CousK%tw-W95oOLzR5VhID{983MK(JgCr{;au}hHR z6Vh)n3#wng{vqj)_k#m><%LcuYinzF?UvH6u&ZZd$`!O8q75aMu93_O%8x8e8VS}8 z?=ZR2lKA$M+`2xmqHyJU-*f_bv{Idl)D4`|%p{2fY117cN_?uk7SD@{M)TiAQO(U+ z?f1_$Gc(gSJRcr>FOTlx#b=izsx|EL3?m&K50z0@&0*+jiTz#n z{i~8bR+VGUwJsi*nM9^{ao^mnC))_Ig=M`B^VYSXn>xbZJ(X2q;R&OWfYfnw*^M6&g%Z43Oyt zB}n*nb7Bl@f;0~=FJ)#u8^v?l;PBh2e8ypZX^bwePi>sVUBDUIV)W8!kFNjafzMgR zx(2GWj2`*FMyy@gTdS)_%3!-xar?G1)MuEVGzOgl&yY^ekZJo8eI&OA zhpK@=tbk>DvD%L3(NSbjTJUBv4)*hI>CTT%=H8Te_#J=aSB{~I>^Y62W*z>ry1I;5 z5p6@0lXrrGXuxk{UYpRnjdPO9kC8-i;&XD(75a%ozQ;Z$wPap+W39KXSl(iR*M!GK zo!14mw<@mO(UH6G5bR}Hy`q!B&KuPnfzz{FacKL=UF>)J;5TFTV<9!JUXt*V?dbQp zeaUremywF#+dh(ohO_vK+E}_BE8pKUIhs^Fx8?czouRq;h^6%N$;9hqth%dbc?=uFhd(bh$;eVUKnC&<{59rWF( zPP_G0hi+Rwp(XfJKNxXEeM)rc=R>zZw4*im`n>Y1Z*STrXOS@iC(zI9V3q6WibGkNL@{vt8f9hL_-grXWffu@Y;`(V+ zH%(7reBMkzEaOmZ^J8uOERU^s@9(s&(pEZa9AB|kh@FzJ@NbyAsIctf`jvuU2d1@z z#KjqQ)u@VY!phKSy?9GagDZG8$$@Ei!|=%$C<-q)FLrKZl;vE)pt!Fa6G~Ej6rPD7Jp9qR+zQ_g?iw zFYBV|(m<#?joDuJxF0_fE^nW7bN+Vs`Ow5b#aE9!CB+i?E?J(ZHJ29;A!iCatK3S4 zrXC;@`kV#AW2~%26v9Y_O!W2N#ww+jKM?bu_SbxTxX5SCk%H;|@#hq3U}HN(RO_xP))OqC)dt$9VZP*Yb^r(&>pXyvCq>#uerMdW;| zt3@rnTfBEM);g^JF7*6vMk0|8UYk$#iBWT}Y!ng5W^8DzwC?#hTkBqXF3J1#Nrt0( z>sM_Twdqb$)JhR+|trAzsub6 z>La}a`U#aePeB=8Ut;fw`S?U5%1ZG2+{}!95^dJDE}7_P%lv+wbI-D47|D$;OSfy3 z3;=OIws#N^+JSDieiO5Zq8`(BHa22C&i*0aL2G-nT}OAH;^`cN`xw7ItGO-h)vKLW zmndABbsld0nk^s22aEB8IeKJU85qh2c=pq>n%|4wF(*5C8pF#^h~kHyEmPsR!&#AE zqG~(IRHVhoWtd1c%Hh&^U#@N(iEorDJiJ&UM?o=i$1Lh&elnYhqTWmvk84|I(^~d+ zQug)C+|#s7CvJ{}Fq4#1+V~XgWAC%ja@^^z%XhzK-Cb2#*=M-YNUwEKQttYaFcj@# z9oa6no9dfwI~DtWN6%Oj7^VvLA#xR;Y?#Q6gRP7lvhTnsD{Zr={O%vWHrDS8HT{?o zymSdiAx3IOyJy3gezs2TZ?CKD%wlx865SD+LvKKhmP8!CsZ_wG24?o$?E1i~cm6&I z_#IqoVtcJ(z=!qTKjj3MD_5#gJI^gHzfiEhUr=zUT<302YxyN_Z*S+qZ7*`~*zFT% zJaXijOq!wH=QdgHOLg(;vdFf0xP2zY zbe)h4*m_UMAUKoOGc4KcX-E9q;I{ptOtl?vDAl6&3kX!C=Ekf0es`BM7WUKNu_y|$ zL++wUqmj_NlO$6Zd@oK#OzDwL7K(w)jE;_78MHxx$&~LKh99MG{(g~(v}B|x|L-kk zMF_7^D!B?u^1;J9n36$GQa@c*=RRVLsYf2GBh3@2;Z$IBIP+}$|7u}oiiSG=gu%> z(o2kFE$V2)VbfM^j&UxSgJs4 zcJX~3C36{iItl7FgAhSv>b)n*L@os-gxJF!MXb5{Drm1sV7 zKbW5-GqNzLJhSZ*^je;~`|{;+V2%OrUrl`c{0~cW=I)`A z>Vm=k;n7hg4C<~f5Bh4XSzWv+VcWT%DBr}zv7!Vt3d8igg@l6Y`4EkqdKozM5$1-3 zsNw5dn+cs7@X^ro`n@>qPky zXC1|W@g$qBY-Z>VpekT&G-(RYfn!aD5ZgS$x4Jr?cmw85K)?MTte-eCtnStz0 zmB(o8S;yf>6|Uh>u@{-gnp5|IV%&A{W2RBp_IRD1Sb3yHjMCyfBsJ}*?+>)}j~>W< z-_kM;OFk>ivHZd3J9y}j%XD6u!2`zgSBI&Iq}9TLBw|u*4&`9zA(LzC=_$eljL3NL z#0W8a;vxz6<1rb0!j@MzX+(a9&3vhOh*T&7BV7^TP`dV<^OU&y!@RwtLk)WZ(g)1V zSEf1z@-dMPR_!VvVQ(4GVvEj*_Kk@N&;*oevjmPah75ih*_pi(NV^2xEQ#jXA+rEtCWIw{t2KF(J z*4LH|GtUq|j)JN)^n*@MBkU6cdXP5R#4RQk0e7Ove84PhTcE8Q6qQr=coZCb#1aOS-q8QyHJbXQl z%kJpz((k(L%OrEke*5l*3q!x&1YM))WmuxA%vKm_zC3!CUvfVE4(Fmq*K}+&#j!^#wb6&o#Mgn;Rkldec1+P)-1iN+7-@?Vk@Ak z97svC&B#aukE~Hc_A^y2mbUfhN*N3X;D@c4|HMyh`hea0>8Agsu0&B; zS<sO zyukT2Oe88Lgw zDd#4Bmvdw=6eAYSBk!3)FPn;VvoJyD;MA@2^pTPFRQm+y(pv^Fh*Pkpz|K#hea>$> z%{fwn#L}Xfk+SWizR;!&`q1DZ!PE=JiusIKU5%M%Qi4N6-}LnK=+UbCd@!)-$$va~ zx#WJCNngLU^!!v#L3^pgS@ZzfrWbR~YARnJDn9){+~4WtdhFAuBtn0)`f6bV^#w5m zEaI5rQ^;+2|K1!rO43eWIMDp|_VH-|_t@3cBq}-@{f8&e-${4(_xDEv`!E)>ouO^k zsY;%9Hd;Wr z7g7@6=H@gbxQ=FX7;4}SzWMYi{_$Z?gG|lro;r%FUS0<5)(71twE5I5U~KIMOH;(? zpHK>XP^$Ge80X>G)nDTn3#!L95DC2X z@FBZ0dzWZQv0YC%wxbTDH#!8LBYQvgdxF;y*G-1v?U@w659t~Y(Ya|vZ|089msn_A zv|t-e;4C1+_95t>OEbnDQq@LBjvOhUE$ufdwkGTou^2lFEmcC-cFQ_)lzs6M;@*54 zKrHl%-rB&E@ypXDej)o?rMQ zpQ5}drxR3xMgw2G$Pq1;sS15RHa!3-|}ul3x0+5m3J z=X`wVwj#d6Q!fco`)AL2-$JLsWA%60FT2M0aYRdcEm#wVI?peDP*qdA&|m8CF+nCY zM#!+wM2AEyAZp0SxrCX{LH_ze3 zevt9zt6Dg$eMC^X9O6X&K-y;er%#{4*knR*Hbz6`8cI_Y*f815LCl#7!JX>eTZSwz zre%H9HzdzfN)`Pq$*nb&{Uh7oF1-S?FQo}T^l#VX@Agk7=M8*+vA&_<4kGBYE9067 zvTt^19eH)usYd_XuWDHBf`S?e^NY5E^T&}SS{c4=1@6H-tJe1I+l9Z1%ZKyaf!;mJ z?SRhDaPR5g(ZIGA_arhdPG#_g&tzxT4)~15+mL>L4HZKz=LnX-2>4JJ8}AFq%w_)W zKI_z$p|yuF2lgYUocLTN`&iEXdGFAy%F0zB_-6FoGz{)15W$w{u6nOL z69DV;@5cAPw6wIzz!h6KR0*&IA$aT%rBMQV$25q|tr)y>^ zEk#ADhq6xf*3y#BL-Kv44j;Zn91nl_^5resqEJ7w*M6RUVuRO$tTmKRInXhUhvtcZ z_U67Dp5m34Q6M}<;q9kf8yd1VxA|F*3@@X!RjL>G{NYrphYlTLE@ft6QHP?)J^Ia? zImMp~#X){G3m4K3%?^&E_it-mO6PMJbll)Lq+^$nzqEW@TsulWYH2pwaSKBn8Qndk z0CuCl-(DG09d0~y-eK^|2Ib2?I$W%(?H|N?8jZ43FKexu2pRO2y=>dBrm3mJrTUgz z?Nn^%>`MJzspAayQhopC^-t4L#ofssbFyPI2n$YD2Rnoa;DEVXmOpzYr37{SC@i%y z4WFMAeD&(ylJ>RAjdb8|iEBMM?}^I4Q8+DyRPlid%{t5zQdPe&gfulHLn*b8%d>Ihc*G zOqMX(lx*;B)T7DN^YNc7IvyTOAJm(XbVAFBE$HZ;FEGV}!dxNeVvB2k1RQjAO~j+umtt=5MvZ`;JYtSOP6 z;Sv7meH=vq+eit1{!KG%`+BQTP*A?tZ)EM>(1T4$`VB$tgNnB?itO zw}WX9x=?ug%pMmdQJ8t3DV6IqXjttVbA_6soiaB_!NgnHFcoem9Vc^1_@Y>%V2bX( zeVVZ0+nj>#xr4Us=rPfX3jI?Uyv1vYv4NjG!ejEYXSu&zqv_5qJkC3+eu5BUvqP5n zN+0?;=$xF15GEbcUW>L3+BTo@=u~&HuJlo^%+8M1J7NH8~O7+4CUm_iZSy z{PPZ`)T&W+b$52qZP}uj(GmIJ!Ndg5xt(&4!!cKzrTlJTx+elLbD)@G$Bs8RRP0QS z;mOMmI8!3qO`jhx?LH@M@^iS>ylc3&%=eGWYQFDYVug!*DORX!n4AyM_fJm5)1f4k z7|&I@y+YBvwN)E?(9xFdvKTClJVJ>kR3S1W!jl8YUaV&8ALftPp+tAfW)&F?&(Wig z>*^H4vCbzeL+j75FtOkLK7ar9r2yODySJ3@CR?g}%GQsw7U3qj8#>33EEG9vkvtJ+ z8{YB>W}PADkq8}W*P&YSYP+I|`wFhEl2Ad!q{FYLEj()5l~W3r1g{uCG>^{F-8!+< zQ9bU_qtnPwtiM!Wi%VVs-Q})f#-|+X3`~KTdGBFV%UG9IXwi$&m497B=rlChf zNg#G8aisw86gv$jqDF8Jh!tB#V+}lxV;d`$urCeB$lwPo{sSxX^jV0*lDSQ^l0y#@ zLkcM!JC@?k z--x%%ueeR*HNCw?NACMIB8hQ@K-yQ3(sK;*jH)~wN?K%&A5W67tjAa@9RtJV=0}H^ zm)a^XA?_Jfx(S^3S!Bj)L8AM~)Kkqmk2|h|^mQsEDK74&dh=^VS9WyjtG%J49`)tG%2+wR6-{D zN`!p>{G`b{TbAD$B90PB!U2ay*nbf%j^;+Im4yy10;sZxnyR|FNh5362U9STfIx!< z2LO*Su<`-iag1;|H_7x6iW+jBb02X#+a}$J3=_RsZZ|_z$ zjF$>*Y8Xy@<`pJUkaxNZ4V`+Dec<(h{^apdI-kCLjZLn~EM+V+2jz=%$PS&eWv zWjpG(R)zUM_U#Dn!fH``X{o8Ie#O_9=WGiIOsWcfv4nT``70_b)v*#J^MnKhB2g1g zB_ueb_|#0w93NAu9$#OGep>r_N@{IP43%#1~?KWZwJ_RNbE5eS9NrB zY)5^@$s{f&X74pGFZGC{OAl<$xw#cD5ZF03Xe;}^yPSu+znT(fi%Nug`_gPw@s-Q7 zkF;KmeSax)u2MDSgu*JvA!mdD?o4Wo|NoIy{N=01UEZE$yHToKeu?8_s#jK-ORNFsAFbV) zzLHS&ottIn{JS1xYS_cOgz zwuS7~D>M{aTI3>>hn$J;aN`=cM?im+pJhq7eOmfBzV_&|c? z1LuA9SliRVZPwBb%L@ysAbob3y#z1;YrYT}!P6LnnY6Std*tGMMqAJmfG+JjsJ8pz zCL<>VB~TJIOX9c>UAae~>xl_#GgOH>Dp9#HJp6*_w|=doLoC37Bm4Qf`|`+tB@`hc z6hlb(IS#qjS)7jJq&cg2z>Z~Fl3mR?GI-&ff3iPaq)?z*^u9u5RVaq|qdSQMi+n`Z zz`=P0)-1%-_#|*4kjI;tkLmxpS2{66c;^l6sON4?kagPnp`@Dsl*C`y` zWX>)w!>~{PhJ%Zc=ezLcc9-=Qh{uc}DIEuBPQ#V(?cH05y-Gnrk$tojXCL^2p+@)M zZKiMJ3Cr;xb?^#>Vo!d>7~96`_#QK_$u!%R?;|61_(%f6!l~e}9{EvAS&f{ji);D+ z3cs_L%H`fhvcMSZ289>pDW&?;>x!sslRd`al0tK4H>7Y^R#zjVqi=#G`L+}#4Uiy( zZMCHNP=m*O_T`ly!{J;ZLple2%|yeQ+2}()WFB}nz5I9W`-M8%)o~V)spI_r zZrog&9ZgzW4m$qVZRRRffXUPB)qXYtNlk6{^;K2PTpP0~g*2t&o2uV;2<-L`yb95z z@v5=R&(r8}@H2R`$zK&DwLr$Kf=3X7;(702XAcDmK)v81 zT-gx>I=l8#Q~1lgCh5FnGL`~6;bIdZ*pFC#Y<)o&t?PQ27(5WaK!H+o_4-o3ySuT! ze6kYW>TXfdqpu=r_$>J*Qy)o0%@QTJmRf&G5OcqwihBXv4?_JbUsRyH5!oTpG{|d{ z08A;$H0#Gw3a$4A%W42h{pdG7?U*cg9u8=7Uu5Z$;l*cDV&*1ZTSwF`jF4|b*(k(Ui;Y%P;H3N5g-H?Q?FlOV|BSCi2BdRONr7ew7f5`ONp&ODlk3 z=w-Y^S8%M->qD*o(Dde>bK?_{w1Ow^?jYtXV_ZMcC*ZLB2^}cI$=G;+Mg+`q)03_T z`^%ihv6hKJ-Ec1TnkT8Lbx&re@@|1kEGcrfG!-{fKR>5zz%_K>dwtuvVCt9@dZx%1 zLgngNKhI~NLd5b|({PmFoU*)oB+pnA(Xlwz<3Eq^}(<{a~MyLB%v z?%hON$|~gb>^-WxCf$g=w`I2^m6nzkRHRpazT2bGZ)s^s4*4@mxyQ{IgO)2B~`D?cS-Mwl4Z#~}z*w)=qnEy2x)BY zDyi^2$D5HeU--?bjcKiylN}ih0147I?STTi>GzV7ocg!`!!Zxnh=Ir-i;EXgHuvE4 zL_q~PZwOWt;3SI4nSGZXrP;2{H}L;lUgqDwKR6@lMx_Gv**rU<%LND9AViFW#KJuH zMJ^tNDOvDN%Nuc*GKmZs)d_=DtR1OYUuae2SIxfL!~lfy=uWfm0S$5#jSMs@vD&M9$X3-VLiEXmWSI2|uIhcH)Nh zMNZv|=GRgujoZ_ z$#5^~mVNFsct>0BjHP}0P0kVXSF7;Zntdadc5S?HFh`>S>RaK{mYDm*8 zKtjpRJ$uAr;^H25GqbXu!kTGE8E3CrRBEB+J9R)mmce1aDy0V~(!#D+pae`bZ z(;@e%oxoANa&ifXR1Z<@i7%D0?aa&<-7F8qTBKar9xt&Y0E?keToqo^E8n++U-L(= zWkjLJtjUpV0m&{TDfA!osWTk=iV4?@2eH7dx(Q&Aqw9upQB4!E%ued)Y)9vgWjZt@ z1Si)45lq3c!Jo9l6-_$e;yl+s*Oz97f%1x+AF4(v!oC;9ap>A__X7m%nJ9-G`Ow#| z3b>-v{X4dA|FOJW;3kZ+Oln33(a`IVgWe7>nK0WHdX7-UlYG~y)4@c&5cn`EDhgnt zxYwY^cLjt+=$E^ctlbI>>@~gIQph@epbuRIRGEkvobIli5{dmd|B7ahwyCMT#Bfg_ zfkA0wo;?!}HDWkBGCJCZH1DAVOW*i6TV~aaj!6s~7Ay_Gb(tG#Mp@591O*!xipt77 z?}i`7-izsBrp@1vh+{emGC5IC#bKY5(_z>Ut#yp}d+p4-4fH-rjVl4 zDMU{l@FASmfZ233*!lN|FhDnlzT(0a^iOx}+^NUIxq!~rKiayeN1skQ_83bup5nmC zlP7;JELe4A>swh_-NO<7%ZrPP>&UN4tZ4Y(>A@>G(vO4Vat0R#rQ=Sr%ue$tA z)=NX!PEnjVsZ1N`^$|r$qvuw17*Y6!GyN;t(`hJ$_;C#W06zN(KaK57Os_z16Fk~N zbgFf=j=uf7v3#7!ii4SWPw(CbI;s6Yd1Pkhe#ffW1H|{?QK$vDdRLeaZEkwR8fk~V z&XIOBl{k^#61`&dh=R6p%KdoxcReCFI9RadVv7qn$Na#Ez!n&CHuA|few}V$|Sdls15;~w<*VMF?pPwJj6B?@E zr8+vY%#IVkp*VPpacu0n|05J_^Q;rluyYHYzc(8Bv$> zD2M;h^RHkN=;`g$)HJLZm<;p{JZJbnKI4BrZDx-I$u|BM2;4Lg|8)myGJlmGomHPI zVMKmMhUj1SikFGFN%GpdpuOL?aYKJDC3?!mvjq4MANFoUgjQaLAes*CsP>=><6ltV zl$Th=!=0!#8hlw-=Ig57-K)p+dGSwEwHDEDe^;Ua(aOcp?z^< zvpXMtJ^bnc;@7)^$N%}?%`x-#*+qew1PaDyqNUn~YR-Rs^(~v2vk zdqviEW#Qh`R zhICo5v@-?devDkJFyxp?!gdI020Fy$DM317S64^lP!eKE!cj>4*ag&rxr%Wvq-G$v zfMQpQ3fr5uH`&bjay;|E(LYC`wIqFhyP?8E@J@D1TQlNRcVB3oq6SbWN`Scd*0z&b zo&?{3$V+h$b?2Wu1n(1WLWI@IbmVJtz#Tm$Ah>N<1I-Uh6QGD7?}s`!2|^P*vI&j^74KuK?a9a z4R;e-NC>D_CI{H=>VRbed@4*6o_&Kt73r1dg7}mOt~rLx2JcA#>%H9E^1l%sIFE*T z-F#(!4{=pA?_8C^RDW5)0;2FCFV)2W?2%I_X8rTOG0Yg&S>@@Z!jRHj4s{Q}_nCo; zXmZL;54sU9CCqEdHrAKV(}bUP-ism`rM$U$@=X<;zv66ng^iyF{`upLVejFI;ZAm3 zWgRF7RzGD`xv$`~MSTjbam$5?Hk3n&_q~nNI3B@~0PdjvspB9c1h6@d=9+v11rPl< zWUz2G5bh4Tb<1V!<8GR}>dt$0%*>hr^)!iU4Ww@+aCwRS(5zY_@?Zi_SVj6rqzh8IpJ z`h;dR35ZV*fYYBj4=boJ|Ak*ojKPVP~two7nb50TV#}pY#I@ zlkc+0xVC0e8L|PejsYQE#K*#-lk+;b zNRM7W@=ImF9HK;zhf3JihI7TffrsP&#wbvw0~C6VQrK1ay`i%3%34~^D|nF}X$@!` zCvc)*@|8}el#PAA5 zS2v^U%mcj-&_9r?aU7I%BFa!i=NW70ke7AI&6Exgj#t>nVwhM^LkQCW#Vif^?LlJs zBWY2Sztw_p%z0Eg$a1=ZtR2-b&ZEU%uR!@p19op{YSN&mql*Nt^Rj75kO}89s8LG& zp0HcOB5)@cmnh0DY5<$D%3-^Buu%_r87+n&<59B3#u%BK6WzsFA|MU|9(e?KWa*viunrW0sjlV CiG)G` literal 0 HcmV?d00001 diff --git a/_images/2e2db9dd304f55a007cce2a7c550e8ab30363937e54676777e6f7240ab6a5e95.png b/_images/2e2db9dd304f55a007cce2a7c550e8ab30363937e54676777e6f7240ab6a5e95.png new file mode 100644 index 0000000000000000000000000000000000000000..1d7a3856842edff12026c174fe24b3bc12021130 GIT binary patch literal 55280 zcmb@uWmJ@J^fpR}fJiAYASodsFak=KNF&_>LxV_nmnhu`15(o6%?u$hbO=ay$j~)( zo=1QG_g(KYv3IetGNE%bcXGC}x8vay;N)Vb`{?50 z;4BCR+y3tpIPIM*!Q&MB&w-oZI>_oeqoENR|2@zP#R{y@(54LJB;RUyr0u3#CR6^I z2tH8NwW^!gvE6T3{!BTY40#`d_ClN`>q`dFr$={BWMw5}aX5%D&?V?xB*6LS+jc=w zw)2wgOw~JGM@VvFn-QuK2gpmSBmg3@KS;i+}lJs#W#Oxxz zX#YOSG8WMxB7pB?8RJF2l7RpF@`^+a{@=M<>as_Fe|!>_tNi@`{lsanD>QCJIwGT< zXlfD?k{>Mc%Cyn{-I-BEGchTN>>&YFDB{VI-ppFpKs2=wIk%atGHvjGr@WqSc6}Ly zO&IN+Dxw4ju1A|CG}O_V?v!Ep_jpE%@2RO2+-9M70yHte8KG*b#>QFy^TH=w@nJr_ z?dAW!tmFUlg8$DG6~N|q-IqSid*d0RkN?V8){EMEUTaGvusd4X?q*lo$+pSIcX&$9 zcKX|2X`0!;6$H1$N-Hz4vF)|G`4m?a5X$`10tC=PORSqA?CxC2-;$8#-_00X2w5Rs z&-WH%J+=;APnQ3QL~`spb~O(~pAPzWjtK)o0o=6-_qfTR5&ln)UbJfP6N$*-i2sq( zmjunDwTu^!igwN40a6j3Hs9f{JcR(>Kn6? z+JE{7u3a^sZ*+{LSsK~)IfrQhYsh*oVxF_o4r%z+|HVe&llrfw_$AO^ z^R|1e4nMI#htsApRnADIdYhSS|F)W%1WLQcz`ePKHK(R&_a$G?``hzQ8dH1m z|9zM6;^I%rw308Z?CkOj3q$ksUp&IY^S*KzTdhPA?F&?CIdkBC zCa-6U|&FJ>t!Xk#;L-xe-SgZr(d*wX`z&Y4slGkr5iK5VapdX`tsX zt^{B`o?L96YacNFT6Jy=5qKzl$bhYnG6yq-2yB;0Y5!yA?P`W}IFy8FSi#*4BH8+4 zXE;LppMv78x|)Q3JZ#p8=YzD{Sl^>}W==5_SC#kkZZp_81*FRx z53D27=q7SgejnihS)BY%fizd{ZTYJVM6^k1IB9^FyPLdB_MB|3{5v=2|MMdF=5DwL zm#9*Hzx0^r%s?dz*#dE&*1nXP%A;MZX?9*Z*s7GpUzfm$GAp(*69(JcFGLp?TZu$- zA?bO*-p^--TX2vFbN7{6!N6U>Wkk@KZ~WcN-0y%}N)xZ2HCY|L&OPPtR*Q3ioJmwK zaB}qXbHXC1tO;Tl*yWQ^z+HfC7EfGFJdHKI7!Ub4#iH|F2*%4_!3S*2a5Ha}bO$kg zUJyYEX0MYG;FbQq%$gY+>Io}k41X`UPTt#m=3@oJ+;9ZZQ%-ML_1hg7 zUym~u0;}ygzxPw&GKQtJT?3QXhBBlDx4tMw2 zfb>64DrW)2nUv(pmuXM~Ti7A?4XcRsx;|(NzWWu>`p@xSd5T#UjV&K$SVl6ie~F}k zD*m|?xqL2&Oa1k1XIiob5%T^y*1Jl*-3txciMHvS|7W&kU3D6=>XoON#4kvZNBIRLrc332^CxVW# z(Tm)vaF6KIpaIWt287O}0H282vc@t#9AR8R3>ff}%hkl;zb@G9VVooD00-vS4nKFs zb-EUF(4)_*Oo-|@BJi#AwQ0k2XX~VP+$t0P7gYS#Th|2xUhbqwaZU>$=ZJs5On7lr zB#PFr|J_5b$CDW8hlK@0lna52lA@JIKBr;)I5^;o2d=MvQ^+~y+2>}&rv~r+ zw+CFPO&9YzG|>UAlCC0*U4O7V3c_nn@?`DB4TJWcZM6oIfUSN_ymh?`SbEJ)`UgI( z<_xKCutSzJxmUq_-PIaEtB7J9^#5%4y%Btw#5|`q4QjNg>O&UVZdV55Wh&4Qh2Et3 z9PeEk8!CJOFYhEu0IvS^X8(_7C4c6ERxdVao4e=l^Dij+4S4PcUayPPkjs(&`@@@A zWI}TbkwS;u@r4NMQ2EwQea>HTVLpejhfB3hD>9?#=N*o8Rg%>UBVwq_gyQ|ET5QZ5 zARpj;VbC`A8@v!`LLZ?m)E4d}NS_YXz=Xa0q=m*P z(k>gybc7N=-XG9QU0nTPNwDg_bPq0?Q(%13xA?hgUj186)TC^I=7&(a=a4ZD>Me7I zcN!j4?69EMoYq2l_e!$&p%$4jY*$U>n?7|Z{*e0B;rR=)~?Bq5kE1{ z@r(Amnu;H4VP9$y-fjDv(v1?OfM5uvIQ6ICEi(v^`O*F6Oqb}1W4Zn!0G11dx<>7s z%yG=uz1l+V5CFRR!al-C_XcxqD>&) z74l5*S;yVqfcXSJ$5d^X<>8o3;@MX!s<*{85R6aaV9Gzpb#)_U(Ms6IDf-)kl5MTi z;t^jivfIF%~|c_v*9FQ6RsQwNSYRNY#Qp=cCX=TDZv#INkLhl=v{7xP-u~P znIiWOQLKbIyG6f|0f7yy5_zA3`|O~0sQN8XJ(d90I`U&miWzrAggeLNJ&g(`dl4jl zKF}Q#h--o48^7Px6$QI>b}6Jbp`J7)bET*a^SxQx^sm^F9VX@$%_NfV&umb5@lnH7sCqT_?2c2FSNR$k=RB* zhp||xeBA&mQXHe!up|M;rGQ4SlD18xH8nfaK!)wmZ^e^S#MAm-MQjt*s`=Qb=)#u^ z3G-E((V}hM?|?{_9=g>mkVNGR$^b7bcrv!BKERcPozzd-%B3?z@jxQ)6*VwEOjSm| zP=4A}ug{t6f&L5T1g_5z4QQ1QtNFsgp{M2siF6&&Nr7rG@9x{o$(6y#QcXJT>ekMh zikzpm?7!=fyR+u0@v3QRy6ex2@=>=&SH27?cN!VQM~Viiv?j zZF_d`RF-R1ldTKdtxR?9g&&e4-FB(~r_dUv>asrT1PJ37#b$2bc&^Y+k#Mv__w(A! z!l60ogn}>=OUL=1&?jIy3kaFEHB-*kpYaqCBVM#6J|AUYnHEt<4s%~I>i>x<&U)G7c@lCa*Vy~6;{ba)^<4Mk6`_Ub{v z&`|1Ang~$?KK^;mlxkIR{LSG3KhkUTS0zqlXn5{t(POGw1JXUT{=&fFGuGgL_!FCg z%jALkq9-%j^==JervIG)fF<~PXuNIe33xdEngcuKM5FcLL-;huS*7Yo+`H{3zM&ED zfmZYD?Vf~hD0&Q7{qN=|dW6D@bkG_qVkxW#iOhKeOA)Q5{qr?!Kpl^7!g(iksmere z)7?OKb3OFPoQk(Ta_r_;So@B4(?O@JPt)6L-*kRYG=EWBZYfUhY18ug#jf;&@;^Cs zZ-ikVUxGOnh83CjI%6ye5Bg&OmvtsiFBO8bCta^#Z!?ecWf&2+=?t-1SvB_6FnpO0*oD>fZXdC(>(gd74THSW5 zdYk|qcf(_P)_$(x8kF(zSz4L-qLe(&YLJ`m`<(iR0J!6;T)!u7y#;dC zxv%a8Es!YLP>_P}9FE4e@Ej0N6)ry7;y1aygwhDc4-itzWiVXj!K(5T+ge+K-LEJJAFd(}JUxL_&|5RDDl-lbP5;-f!>26>dNv`0a@xHN@ z_h64(m8zBZzM&DkO*b|+3S^;B#vX8{n5>g^=B&>^wYxJ~}zW+q!Z z3~B&#Q&m+ZKC254e*{!*9AOLV8`9V>>|uMnc1?ehc4_rxp6=@8-`8{{;*pyF2C}mT z`^RmzeJteMJQtQ^-=eT1NHsNGk4$Q&53zhS8ni>gKr7ASjhfRGn~YOWZc!E1Iw3s= zS#$*f#$P+t`d7cy$>SlJ!qgNsW>|u#WlUHS+DKt`D-c5Pe}b6ZY0})vWL$#K6oWXfp9rrTl;u@O0RKa=FiPR_{{rfBw|z?fIMm7=w)-V z?hvXCbA|=au+gt(leQ1Oqc9l%z$GmpKx)InQdkH8xi4iQ=;E5X@YAPgXZFQ`*o46g zC9IDxl3!JRP9(s_(-uYaMa#27nmd3xMC0An&Z$2iA0LldZ|tC$>WVo3wZLKhTT9AY z%BjvtXwkq9_VwWBU_})}taJ{Qwzt+jJ$nSFw=EJ1Yc|@PLD>Rk>5;87yIDW1d_Vc6ZmOf~_}`GSL$qouFNr z)SjL_`--gM^7N(F>UiMb-oBHG23sy3tx>3}{_r2NYH+$}bRwYD&WJPBAo;qKE*v-H zy6010o}@ryI9Q@hEh$x*n^(++$2)-<8?#O0b|u1&;vDKl$pc~NZSLkPXUKP<)S10W zrrmjxtP>!ByHikQOH%&1UW?w2wb1fn+=GmAo<| z5@30Z*Zx5w%YX-ou&6Rtx4Fq>?`BsaxCh zti+u0JVPX^v-{K5mB6*e;mPNr`Rf(0?KwdT&7_{vxZ9LB*=YD(@o(}i;6ZoE7XPTo2hy`95h3(~G zD0+R+FV1J0no(@Jc+A3Mo)q82a8eP{A#Fk1_1ldMOfE<9Po0ub&YxG!Z-pwY&`Z4u zg+HvD1T829xuPkNzEEl*52is2vJhXPv)H@&F0<5@hNUI8eFr5nFgg$g#F!%D&5J^g z5MIxEAGGxB&eV8shMF))O28_p8%7k%IY6Wy4HmehQl#&xQIvbZ=wdd8kF1w+9rvsQ zpeC8naE^!{g|XX-BX9eD7v@EN2H=lqCV2PVLTGX+%zmbI){#kZq-5wEpmBPpLep}apq}+=U#CTYhOe;hXP}~2;rI++ADWR7rnu+ z;~46@Xcl(^VWo8{j#NbVug_UFHnY9?`HFI3(2lfaERAuuM}iBx4?ZlyCR9{yr=d+J2Sm|a;Bp`Pyl$W>6!Wj+p@Wn@`4PylCrU~vNCqV)-)h#!2Iy? zeB5fDzApP5wiL6Qe2-4tPLT5ka@uGXQA1n>u!i}!r%@(A>9z?bW zpGlLIT-pNC(WNjRTzQ?G7(G}ok0-hHQQi6GS9$BVDl2ATXWn_9 zu$v?Uv|4_=<$%neh=a~k>*aNCo%N}%;k(3Z8Ih!ceUl}%J&C3Qz5E(B2pJeMSZg(& z%xn7$ZOYJJWISJSZ6nqGp%HR8y*U=097tB|TQ6T6w4BqZ=f7VW7CKl5s>EBawqrm3 z&~&{|l!B2t4&OL?_zzqMB;j&VR=!~GT)i_bj&ipQQ%1%Ei)w>RGNQNbh;yh8uwHDBg1 zpIL`z6M?0vnX>_t_}ysT@hQ@X2pny~c3h_>TUSC}ejR;AXcv%A+9>#a1rf2b zHn;rC5V2sNi!|tev19mDfng4A`@3mJLd*C;H@Yj)qc3?+rl~d4no(++bKPSc_`hpC zrWaPT@)4c!L-<#}8g7G|bf~EoQ+G4+7Tb4KZ&O5y{eMsOXp%WhrKmTp_A%WcBiLRL zu&;*j3@$JN1y@U=Cj41;6#Z;2mIbwp#Zxz|?qB7ssiHwKc6m|@xV$g1iZRCh9%Dlk ze}3;VTHC3WOgrFvW19_BtqUfKV3%=&rD=VbFKLWchQHbs%Rb!d>$^(wJLDQ zA$B&_UOPQ=Lk4e(!Rs19mQ5J9aRZ;@e6D=Cz^BLl_eRwB=VJ{z91gRuS&aY(M7m}o zjS~h<8Ya6z7XvyGOSanUEZKeIW*>OD=h!%i_QrrGT}2)4D^_mcqkRamYWnsWZ}Cgu z_tf|{Raj-TK5=EeF~<+vINsEIj1R5Ht8yTo8mAX*Z1RK%w>*z6jBD-v5z9HTwa>U9 zhtrdiDqWjzu>LnktL0(MEu)^qFjhD^7(e6T{Nl3oRu*=LTuf(2$Z`$L(PQrCN;|4= z&tZNkOUL_paq+WH3B3H^A7RA+G+hmLV>oAFnzIG!oTq%hD?5yJNbu0#hzAt}I%&JS ztS&Bw-wi3`F`Z;yh5r%mVcDCzm>{LVCaS>98?}m2>>_Qk`YoDM&`@c5nQQ;cyPxh(VYMOr6Sq_D~t~(W5nm?hp}W?!B?@2{iGsK!Z4UM;+?*85D~f ziTaYN@;jMY58b+)Fuf)HvY18M#U;dn|0}M2cw!|kOm0_q`=t*1qx0L3&vN8Zjpv=G z!dHkFt#dP7x5)Pe{(einX8<@~f5mC>0B}C*b119R`ms%`-$GH+WHG;`B6Me1CchZ` zdJuQxdGgpzAB@m* zW=e`)Z>|fwkzCZQONSSuuy@f-GI372RyIvkkhZ1Hn{Ddzo&m3i@6z|gL+)40arcGT4KdiLE@ zf^Z%|F<(|x{A03+j?zSh2G_?q#;+}&>udu25EqNJ08w#4J%kSqUgy)!s9jU zfhNRbhBWBx*=*qfMLOsePWsux6&|13b!AyrI%S68PcC==j?|_72g?Bd_B?3rY`iMu;@=yErO#>43_E0k0v7B(3E##ty zc@7IwO4E2oJ#xC#^`ULQWBUqfxxd0_w~FZTsC4;5qELTI9&mB-wmE}p{Pqw~J~mzz z00W@wi<^7hUbsN6lFif83nAm}nZuf|l_PzxU(RA17>_GWQ!jolfkv(JgX4B^fUM4J zMz+=h@2EP<55&B1E&%3SkQV=%!>n;Q`6k3+X=a>!c8L^qL_d>|4q`B6d*t!Q65Fw3 zUET*hQE2ftqvr0ERBvaf=L?V*wFc>GNzrOd&5$@j!lk#6H?l`hR4}tVxw^~7Z0inB zbPu1! z(k>k5NNoXP+f0M@KKM7OM!T-^*v%G4p}CbThUJU4juX^dRTpI5BDMFi?K+AA z6LvJa6lu&F^RIbe1j@`xYORe|F8?>Lv#94 zOMN&Zm6HGNAk*Rk76CtuRzXy5}xG)6yUjl`lKox2Wc*|L*Q0#HS7Yf zj&l?ahWO21;KE%fYWFcpf{34vd^R|!?lbkvV(XWnU!y0AZmF_i+(0}Yq$IC-KamQw z=sLeOy*{c2>e|UThgU6LMbaR!XO^2)4Izo&Vup@Ki-`6z$JG zf8~D9uzvUhM1uZ(o2g_ohePwf1mqvEoNNb|A-_>!%QmXvE z-9{GCEGx~(q#6%rO#h6w7u#-~S1^xLOKjEM?OSG2fJngX1laj-;((jA^B{oaSe-}^ z?35HEmjtDUKWSHLgwRRldwx>f8-FPwf_OnWhV=ebBUbV}Cg{7yn1;TcAy#=P6!G1~JpO|RV~NE6%{ggxG-n@X#K zERPUie8q+`!8f;Eb-k2Kikh^UqFMT6y%vbdcb99F6g^+0gFFBrw6Oc7ji2|bC>3}9 zw|Cv&0IME%nf?j{p)`Ynv&;_58NAkh#eJxQhMud%3VpK~X=*USoO zK@6}c$(i|lovPb&l8ape@d>K40nyLlVc!)@`hKpRZ`wu2Nv1$~?J3bUg$i(vxU*lm zrMlQl0PbO}8s?&Dopw4lJ&Gfqm7}8FV;s1^A3^ba){{70;p?yj|HX%kJ|Puhl4lLS z?geZOHA31tT@=wJEg?2!lv+|kA3a0Vdeoc=Sv^oGJP((IG4bYdjIaCii~~(h5i0* z)aHV8(nq9Jnm58LQPMnzs*SMT4?kMsVkPG==$cMO$X<^_E0~M`YjEnpW(vsLV?!zw zM5+nm_bpO9kK!b9f&eDhOb)c!CHsYoZ5Y!)qqeU-#2Qzf$(`9b?XjEC z6&0tj&Ob`T?Ya*v#V|u|KHvG-R+%nXi+w%YTrP+3a);)bS+s;!kNS(2ECt2K<&Tiszcno#j5xC9Naygtgw)sB;CaIrqe;NJbh>+4()Wf;|jKdQx+?>DuAzVbpOZD&9cP;ZGz ze_*|VISPxS)8Gwfg4DmUQi?DBAmBMBtCTK?12ik!aJf|l!(Be)df@gXny&q=!yP)B zyLe#gU(Y+)dHRwk5!*8WbLjG9h__@tg%{wjI$& zZNWoH(E|w@4;9IMUti20&No$V#uaK=;Uq?x)XCqUiVQVXJvhD?w@Nsr;LW!E;6m?; z^*k+p%V$=P)oJGP9P1i|Vvxc75PCi@L#8smD(9daW_BQ*c79X5kQ)-&Rfm$&9JZRjv&D8&5t4brgahWO8bvmksPfaeItES;N-7C z^s>CDF{s-!T;Sy~EY#f+SSbn(2me8 z8Jn);dkuS=q3@+v3n|cteRY8Ru+Gc5Ox-};oR6Rm`3PlvM;gD4@)zl=lH8i8yF;{E zKJT3FpgHK-IygG4V`Vw}(Ic@Q=jCi1j>YxDlM|yNSM$Joub%+<4;FpFu0*^!gI=u% z*8n^;(4A=W@4RE>UIxZ=(zal(^T28l{s4n*pn=z^N61=WKSTNQl4n4r zbXIfVN5@zt@`=JT7yzV_x`7_PdCmoukgDFX&i4Z&TUWd`Ur+PNU5BvTit$M+a;j}P zvBTDKV`?MLfDo`U8z!ls^{pA{JQ$B>RJbLC-E!^hdM6Ng5f}3xcXjE;Od-Lt~fj zp)rG>o1D0DAp6-0NmCb3(ereXC}-Ns@6aS$%kD$JG@+7%v@eYD`}FF=5z~)2nt7u( zJO8{t!@OPjAy(OJ_eQ;#?B|Uk+VXcNg4e#$;qoCB@7$Na?xaO}a9Km`&g*v=_y;+i zzM_BxtxSgMD&8Y*Sb^+SYIQ1b!T>y30L(R)i{CY8|6BCv_1@)gH14Z5HKDo_<6sUQTiRN97-D43wNorVa(qVER8PYt7H_dkvT2z6ubMvEcD>vG=r>qRi>r{oDZ|42?UDD1D<2BaRq~8L3qz+HV z*)-g_dZtm9@D6Ir_r^N@pgGC~{qq|q4D=NLI9a+`Cb=n3u5z+hbJWa|GV6n!qD|DI zt%}#zaeO~j`K13jn^x1cXW9u)oUm+InCE=V9Pmrb#1h_*!(9T<8vnEWPnyYMe=^%~ifl4hAj1)*L`q?~uNxN@%t%qpk$B+;aeq?E* zF>!L_6`$QV-fU=8^RsFER^9aa*xm&5oZl(0Dr3bmc_{+C#q>w?miBj77~+8X zzAfM(4|E`q2XjIm4=b4U$vR9n*6^GCdQQc6(+I%Yo%~fqTB!$X--M)8F3N;TWomJ2 zt)CfsnB>l8h@>VIml@ac*h3QGWX?XTu^}PhiOP`1_;i&30h(xut9d19qNcAvw54^* zi-&EbrHd&o2Aogi4CyF=cZKG3@XGt&qQS5A_9#Q{4Zi_!$DE;oZ`M;Te@^zWvr6p2 z^2BL{+QB5iUXB2zc*coed^0eB^G7J!3)T6s-KU|H)&E$hm9szw`@TiBSJKmIZ6G#Q zC;7B%vht(CC9p%NpOJvc@YwwyZ7iX^ZRnvq+_pc{F=uGoK2W>Pa?H+!@Ww|_j9UPm zBmoZ>*1dE;PH&T{$A|J~pCWl6bS^ZCe~X@J&|WvImbpS#KDckr8RDHkZpgjh#@cr* zH}w=0J-^Fg*0(=Ns!OUPJCugl@lU~Ih>qCL&*j9F?SYC9;1;T1_Dff#K|Q8PQd?OR z;K}Nol!#vV?*O3%k^O** z{V6HAs+?(;osTaBqdU04)pINiCj$d3E2#6%MAJV5_^vls2>Y!QIdq1ZYa*nGqo|?` z9B0a0_9xM88mNh(ug04c%}w(w1*juU@1#6ir)!T_o*PAl7q937B6sZ<~cYPTjs=qu$~bJHS!#`y)sO=pi5o8dw1 z2~|bpxcnq0d$3qfesElX=0Ji!kq>1i;xt;cB_X|0jQ@!hB;c?dc-3Ya23k9pCW)5a z67T}JLT0#Y-xge>W@#c_(m*(M^FYxkJ_V{XJh1)AcDn)#`~2o38$l}X2osy7Q!oCj zYc{lJWb=fQNP`C^=He~Px7BeTYl1ce6w^bmdK8P-NAb@7l4rJ(q?MWvoXIp@%jyj1 zw-iE~m?hx32_sL32R2tny&CfOlXfAP%C|(ym9B!8>%>H+z6y*M3({BfB_!z}94zp{4W^FiJ{33P>5&&@Sek|HpB%E}d6>AgM ztmQ*gJ?)rq`{sdOsk4lIKB|(Rm?Y2Zk6*V^_Br-)Fv5dppjy>}0`k3QKujn$;fy)} z{KE-VQsUvZl9VCJ9>%y6daNV``IxECwjWVk-0VSNAS|fC>onD=ZYhp(W1&_+UOWw0 z@4muYEyI@0o0BzanEqGU|2QUP%#BhA^1mO|xcXzAm)RTE z+6}65q(&EicNn!aqWTzL^KektC^i>kb+0 zm$nLrickZ=383n4eQJp7Igk@Pz&IT2DDychn>_ud*O<{zArPvbPcXJb7Z*VnWgjm) z`a^k2WYep64|@*U9s%97ejo`_)8a>v ztwW!?0?WR=Ns;e~<0{2lo~_6vczr6TpSs(mpb z-LmUYSGtM9MF@LUW_ryU;*?LfB8C}L3jAAxy!~I}D^x~ZePx>Sx{76tFQo%8U>f|( zaKw^XLn;v%sO$bbF6f&(p+K{JcNS9Bv)S+zSpqbx&knV$4BJDLC(?eI)yp45{Z(jJ zDJUR2jedN^t}nJ2r8c#_QlQM4HBP%c9frwoQkbNDX)|XDlpYo)U+X=fC>db3$vOFj zX|(@tmXGWXkL*^c)P|8vHa~pki$RTPAEUjEPmp)ge8L&m0q)?lnarJyNGyPdqE+qZ ze)W=uF@7<;@uR{zytK%$bJx-W)ga}Mcil`gd5X1MSJH={!804QAoba0qejw=GAspB zBs#qK1+WufWGGjU8v`|{z<#t!Sg3!y%kB2s^;Pxj7@^_hZ2M=oCOshIHxs?p#L4bd zmzaLv1?xz$uhhE33W9^Dhwhnf-F)yq3dPd*I50Z5j@nxw_6d$NSUX8^o@0U_Jf4*&)u+Lmsi4JC^YJKUc| zU7Z{d9j-q6kr+nLyc^76@jkxSj$uuS51RH0jXfls?7r( z&9$ZlL+XU z5-nd#wk=o7=8u&$VRNJDbE&P(^kVk_{#8WR9+BP9^3Bgt_e!Ca(t;l!Svu!u!;G9A zvK@+nQ7WU>1BL`(=1lu@xAzmvLGq5l6{cGEtILIwm*?B;vAOQ3?ry$|{Ik?t`POVR zGtE-|vSF1CgxRoyYw8AEpXc@&Km_tpN8$V5txusv9%C)5$eEIj;9^2n?;EU`w~rc?wW&^L~hBIDha+@1n94oSgAaH>0UU0WaL07sUQW4=Z8%Vc{50SijQbRrVkGI-l!>+g zP%l7~Y(y;_03&aV@vkH=$Rw2HgaLdJkQ}%W9Q_a=RNBDmz@FIRtR(?+^)-7m?UchBPsS9QHnSs=Um0T%ieAuhLL+2o zeP3_*l1OD$SF7Ets~X=0&V$Hxh2stP?-j0)XUf-Ht99~iZC-q|6=gr|G%s%Zo&uWP zSPPxUV;qK)V|AX9mHj3GFq|2XlcPN=(|V=}7WSs8eIZ&Uej$hv2h3#5$XY;5)@t=G z$BPosJZ?(Z$ZWouzmYrmx#fLr^4DzgLd|PLBuD94@Yj@YIFP>>Ig@^g%3mKmC#^6dxMQgZc z+vKDcFhkiL`}`gMpKt0qb!=zTPBA_2oSmJgGez)^F!m2!0SczO$L;)a^BD{v3dKdT z55!#aOCOo=u3<@Zyu}H2vxjA1%dNv3cRAVgXH&hMw`4!gppRq{wstL`Nk4z?w`hay zX1>8B8WPEBx_|PvkWK&cw_5$1T4tccGKQbK2cHHOmNcAHsnYCG>SWJsbNPts>tRlT z<9ed%E<1tud!RgwN0O5)ukAs8PPtX0W@g0q0^o7i)zw|x-mxHav$H<~#MG2UOJFus z_-Zo;ezjd9e7T<$Te=BZH ze6tt!)ZtGT#M^E?*?5+KKy@{Y5kPxg3fb{-Mmj66(26na_M&1iB4`3hM-VNU4sRp9 zg{uvCAJuqarWFuzyYcgJ;D$;I>B z{!+m2eKV846f+2CoUk$z4}}6m_&UBjKZqpLTS*5-rPDF#-dPv1>8N5NOJWj7#$ z6gp`GZGOT*R3%^CwKSbau)WXOu;fNeNdSIK@Ry)%p!g4rM{7T*ovQI3dWrT86f^cB zl$oyDU^aO{LDK{1+FZ3OZNa-3OIDefnL{XeEC4P&?WQ5#0}LPF(_n^((6Gq6i(9|e z+cQ02t~vIi+nYt=Ctd;F@`$;aE{(DQcf{PrJ|$l+W!Qp=gtK>?k9_&L!SnUop#T#b~92bS|JWwa4;9{dTCqQC%NRSH)rt$&8l-;$J0&(6y+ zJ@n^sW}kb{)<3x4oYDYHGx3X3s5ly=HErSNrPd!FKa8X<+8D2yUYjhF;y{Ch>bOC8 z*NYwVoSllcj1XGCWMC>FZK6cm`A?$u*yLol6v*H~`z11S1n!yjzKizm5E~d(HsH0J z?;Xoi5IBINrs1AEP<y+0kofU!;+#^y*mlgR;q_Tze>W;;GyM=He-FG!HH91sg|d3IS1G(LOI$N~`N zMbi&S5dThTO<_^d3cww-m?}4TpDvi#u;iylcw{$IjTP~Bh4=Mqhpjwlwe=L|)#*-8 zBn8jK@c=mGm9fO%wH&u0R#rCRZU-Eu2h$VEp9ttlxkKVfz?dj(6Lp(LUpu#kgUR5N zCi&&To|REkUM8FYAOuip6h2%*88Q9qa7HkAk$tpWQWw9-y6yHkhv5s~b* z;~7~qQ>FKWrgoJl%0ifi5RZ)AXtGrI>Rj~h!j#5)m+N*37~5#@n*;pa5wK=%+u7QE z{y|9J=O|azRi>2kOc$<)Zkn1Cn6SR2s9iFlphvY16%auT^4HW#7pZ6Gg!ee9qIj@O z9T_4mUiqxK!eN7+GQ*|**{eD^phz4+ugfbRIg#yvq)_K~pH$Hxwe#81ySu&2|DW~D zu*9LVEg?=4Ym6>P^DWZ=`JNM$6#=9+5y`|10UA7ROdqXX9M{vJU4RE;kPF=)08fdv zVZ0%-i**h0aJ-)X?fQG=tO=ldKU`;Uc?VZ z@eLto>PC*+!?EKR#B!w_Xf~E z)(fpf_7t9dM8-bSmioWwI;()FzOdaB5)vXIA*D153?ZFL2?&TvC@^$M_l&fHbR*p@ zAl(e0bR!_$-8pogHUICsIOpPA%>CZ8_g?E=@AEvrcNqQyFK3*2JUYO#f=cqQr@O<5RT zx=G5(hLcOm{C-n_#HgvJ#wPsn1ugzls7xw2Q2l#L=2sa0xV4{ESxRjoutd;t(~Dx{ z8P23ac?j-K7~8+ERfY+M9KOiR;5dFH`$PdJt__t7T1?1aoPW$ou09(Y7Ljm}DjjMM z&X|5Z01pHmn8t{D4Wed`kJPbFqr_Rl`ZDJn4psLfB7< zBe~sRAeRWZ8;h(n|F8l6%Gagt^AR%)FBdlm`si`HY_gm#y8kf37G^eucF83^X}3}l zdA1Ma?)Vllli>E7lVnjX{Rjoo+#1F8No2YKA5f_LUdELQYl^0A6{5c*hD7?zzKG-f z3a^PwMv{Qw<(H>t9<`}!59mpOt!Okd>qH^q>)tc!91&g3CvCmevDOBptn0RkC3lSm z6CClUMpAy@sFidU4^#8!Gj{Y+)6xew|YVWYn)1~rr zh1BOMORZYV49_G`$Nsv?cW0;^{adz1_~g3(*%74M7z$$H>g%!raUl5Ax7sr$Z88r9yD3(Z0q|<9+wG>t@Ba)Z@NTFq_zi zq+3pw9n%&%T9Yk}4>51@ImQs zmBz1}q|bCZ9?Pw%%y51QG_pUbh5cS->qA4Cfyr78p(M`bPVMlYeT8kA=C*!vsz&e5 ze#G--x3%MI(siBpV0_jVt=rnnftdtoMltB^UnhGxlk)q!Q`ih?GUk5Idx^!Dj=0Eq*tr`3!83uM@AZ9|p z78J|~c=4k-<`J5vp)X?OH2kNjDc9}p@1z|qQ%X0eE31Prub+CE!%=>;&s$4AwD*G@ zv#Je^$Rvt%-QHBn5)qOgVW0=xxo@C^jP>ngE4E1%U}YX4ky4rLCu3AZo`XaM)`DJ| z%}R=T1Idgu!%)8c_{P2&pCDjjY_2AVY15h1nM~anu0TJ1)6PQPNaW8@gxz93tj8ro zpPbU)Y2>1o>V?p5-7Mk3)}WL+*vBV0ro5YA8M?N= z3%&FLa;pdfOHSK8LNJuSyYO`$M&sBW{+YVl*SogGO4^W|JBy`I3-jFT_Q>)?D6qyDmGZxfTQ2ZS2c zr>L9MMSk@u9h5!!&=fnMWCivDtn+L1+oM|4;;4jU4W5J6cPD6bAU1efja|OaqPi z1&>*vZT6!LIk0Xf@G_=SwO$SlFQP=f;l-1)-k0kDbGzIHriiay`RgrqMgPC%`cj62W~I1-t%tQ1ZwuK z2HtPjyk`w)0eDk>nH$3~|9ewnjdu9kE;a9V${kl1v)tVL9|e4P_A%PHsH?_X zmEwjUzX(Gr%8>@zmB~83ddAF%TgMEZjNroVu$?ei1i5Hls!W9XlR?D$D7GyxTDRxX z?M@<%*n0R~)qSG|O|>-j-CMJ_5oDslzyrB?Ct=t{3{IPu!Y>X<)CEYib6ArxjKXoe zSP?Lufdz#pb1}M4p?D5>l$x18(wa)b=eexK>_x3rJ___O{E$`I6Eea>ySp_c#TV?J zw^wCoNpI9ZP$tKjs#d~?FGv=@Yzze3_Y@bjY->s*U8atzcq8oDv!rwgayg+^8Shk+ zYJMptP~bvneXM?jp{}|sQMX^`u#E&PmeF|xD=nD*oe1mjz_=Gc7Wxr}ra}W}@ZLj! zlt#;^Jn6+r9idgvt`gs={cdMLjEulU(}2PX0BGnqrp7d9Er-2o6S~)vsRa(Xy)-;c z$$V$jAq6cEJ*}5+dC7Sr?{QtzYl7lHbn2uz=|?CK79=)$brO*z8Umj#g^E0BIb1$< z(i8bYOvs!@;botS>fc+>V5bzrfQc|0hT6Qv+lq4^a9s{Ed=isDSy03HPTLIwX+w6| z52I9)Dy7~u@2qch?)X%kG-IBtdrheS;9{|Q(6vpJCyvV|H2s3-X^*050I80F%2W8M zm`BGO#7r=F*j;@}f(O&lEZn7C-D~wO;>*mNo?j|pYU=z3ldp}TzLe~PgxD_AmX+|g z{PV5ae@+@L74VvS!rsRrK(Whuhp}}I_zUXKQ0oN;~fzsTvxU-+%X9KYlHnygkeAmUfXJEHWXk=>0~e;}tj#w0Sj8 zfj6+QYs{(8=fnioAC zZ~R6&lLx%QZiqBhn?-iEGo6fggh&$NN&}b?cWEVm!9U`l;;h9i>)1SFibN*#@q)@oH?RL^ z8il3ACFag0Imnk)dik`29W-PefeY%B?=PJbIHa|s?yLBV%kNJkxZHI0LRA4YnXC#Ji7 z_$CsxfYFvOEe4bjVOd%xSr5GAOArjR(ebX=5(J#~WsO7qY3sd5YOW(m!1b%8`Q{=l z3Chix^x`0td=XOgx-@yg?RQn)zGa z>-(-!7TsVx+y`iQMk8__d#{+lk<(KnZZ-#>ifXE#3;uw*1}AS{q8avFd)qAyvy>He zoj|oNH)o2_S;I=_$fNXroJ4rqe6NGH#7i}RR;^foWE1gW#rY|6$#Q(qWYbg~nA_Q* zOQ0+f9GaNxt{UWGOmCUl{3hi5>2vXS*)r||*oT^bQmn`0ra2(rl<=c7oaR3qg{_u{ zvipS)?)gHFQU;&k@4X=lM$#kLBSwEyDBQYoM@7R{JhO@%e|Oyi z+clY&)N16Q!0GYgjymq*9N3RHUL<}Hx&PW`0KY)-_1As=e%PmRm3zq>T} z^%9LLrVnz?DSBvMwq5c0#*b_56KIhtb65lvT2x&K%0YPtekpgbbz`UMl%je%Mm5i7Tu)yd(R7EW z?Xj0r5rnA=@VZrOEy=#LO*8HG((iY_5ddGp>tr|LuifX#4sUhO9R66RhX5;|))}#H%PCmn@^y)92ebO}{4OkG%z0SqL*MxS zqZ)AB45IK5&Z=qbot2Yg)xvgJMrkM)Hu8L4U!;@LueO&v_$=O@YNxn~Mw&2+dl~ZL zP1jodi1h#CqiHb@+kIyK6T7dy_dM!QYDb{~TwuiR@GQ`bb?oEUn#69^f6(ZRD^s>B zWpi&RJQgDa(df5tDb>XkT@4sT!;brcNAE*)G3H!)l&XS%l(ILNb45>(#^hVYsA!F! z*LIYvv8*AwM$y0r!yN2hmk~=Ze*B0|&zrI1$0oJQnF|B>_|Cq44Am53ynM72Dfn{L z*u3PMrWanp<5BB-+|^840-v=kr!G0Z&rzv9EVuf1LnBxg1&lF|ryIqZ%`KNiU)P7I zA=;93W@kYQLl!Elb>(QhCkvte<$>?QfoaCG>i;=srRzqn#o5Qs;7L~i(vV13zq?QA z3><}GVKzhL19xYy5=GtL(0}UFHBHk$Gh=OOi-6}WaA;qPyZW8921cm@>krzF= zgw+-zgo`dzy$ocfUd#$SSD7*x2qxHZ5fv!(Qz9A_QKGxGB87VG_vr6f0I_UOMrz*y zidtQ|!q}l-rMGknp(9OpN8&MYs`t`?>Jht4%m)P^E)AvQCvTU98A(mDiaAX00SOxq zNYL?8QmfT98c6Udv{Ssj_!HwJ=CO%>+#7wO^fHif!w$C9YKn+&{ODJU+wh8mo=Ek1Fsk2hH$4#@!>rr6Q7^T>B}8H{ zo8kBJaEY4&vYY9~w&2gc{=02tBdxG;+yh;2qT`GBz9GpN*6s~NQ4G9lY673nOr9VC zttcBj(r@M?j&VmNs+D7dmSK-u=e=G$$`ilcxN8hGG~-E6G5^%~%Rq^Q5pYBzwR6sz z@5#|BSU&leL-KJX%=rit*%vH?u6Q`yD735L!M^z|%_@d8tRjHT5*Gx)@5iF53Y|!> zp=+1Eh>6p@-+A}w?^;1XFj3Y>K?ycD)mzqwDhIz2J{Gh!xRc*apu9uYOneY~)Mbg? znmn@oH6shq0^(-MtMyr(J?|p#11N{?ix*BWd`}-I0D9ecW<3K3xzK7_Wo;08*Za)r zBIoHzCj+KyUJZqLL}ua4M;`x@+EAHf-hOGTU$*OEu2t1D^Edjh zdZaf_1wtyIz{v<2q&rO7Lf)~`Ug%OjHJH^LxOXlgiNf)&LR1au*F2|e3gyye&;8SA zva!HfWYu zkhAQGFif0*7Q;=cB&g>4g&O&h!z&iU^LgKpRaHy|OS0;VqlM;tD<2uK0{0M&-hVCI{{Z-@?eff%q?ut4g*3Ov)?^qaJp+2X4x3KItfroMdzK;Fnr$^2X>* z_2swytf$0)BuS`<%$Q9zG54bQuXBDS2^|Dy3%B!tQ;si%NRmm5d*6e@$8-+{Y|+g{ zUsJ!cV3Cuf2*+NSEpR=t$2ru%G!E*z;1LK`o)1cSW-u!!0M5RE)LP$_Hg_I&S*_Bc zNpAPiPBWN^2Y6TBqBfkz^L>%5P;McJZ0o}BG)q1A-OuK~0+Zl@%upw_)!3z+JRx|G z)Ih56J#|0JG;I}SrQ)H(XPEaKqmc&KVcVHHmS6hJO?JI>T--<+o6&U__X-|N+ z$*11|Vld(ye$5%9>U;VLcJml-*%;bpwED>?0HFAe*#y&GM3z0e03q+%y}DK2yQrsM z3Sq>eq2I{}hMIHD#@ub}$o~Ai%NBsc8tT-Ro00u zC^Ie$94*4HE0v=GlUy((RNUjW+dWYA)i_aG z+YE_>$|SvzGFX0q_K5>88HPhf_&|BQN?sI#_P!_A?lOJ^z1I29uNTe&=!feFr$@nt z_Z{ta$Bsop?=6)X0}T>@#=5PMniZf5jfm3mgzwa*N+e78f7BNo`|+J_ir*fz$cPKk zpRrm#Ab4AQ&humnzDeM;#TgpOit8ck-TeWoaK>Am>D@4xi18bEMh=g^a*Dglc%;qk zAvR3123+tYuSwDR1w`LSU~=#92R((N6(@KS0>gTf?RhGs+6&!y9PVSsnqL?e$QIab zgQ~ovu=R>dR(~!89+%|p2S4wOU7(A4-S;V{|NFm}uk|;sLJ2l}bXz~8J-8Mo5RZ5j z?ve?pza0;PyVl97Pa4$sw;WlS#5?VyvF%!irlR_j^mM!9sExgAo@X;a+fLVtOUo=6 z0bNg6sUWTmq3mc@A(056Z;f|ucv}K!3oqMAle0P7lu|iw+h#2D^zgm)M%VaF_>dUH zoCCUD2(*yrRQ}3kJejY#j!EHv_g&MSUf*;;cYRJ>PGZ-@0Wrrl#Ra-LQAyBn2~3iOgwe6H&%|NV_-206 z1Eby+V6;20oDjY|3RB7MOw__R%v{ zBdx%ezbiSTNw4pExEyT0cfitQM4#J~l?vDuhl^uG$_+civbD*w!m?63!jN9eSa8cl z`5%XJ)(h<|M{N298t{*!)c(A+6KpAz#Qa@8-+p=Z2{Gur&g=sN@`617pZDuGT%PUUKbk1$jJhdf`q*Mob94}H z#+}~P{XJ2@^KJ{+`m&1*X_jqiJY#=$KB8YM1JOjonbCFftjpyfa8~B6)#pZ>JU5?v zz|6Q9FDVx)`kDopjVHVqYUtdbYrd)b8Y#=zaO}wRYL98l6I?QhYhIdOW4f+ia@G99 z2ejH_t@8hB)W~FA^#Jg)6qo>~*^Y!c$nn0BIwoy5`-8k+1h)|;H?XM-?v*HSH=1pV zyEh`YeI=ur8e%9!E;@xr%GeHu%Xa~e%}ka4-B?#FjCd~xw%@)bKoV`ya5+`LXc$O* zl~G~oaZN&Kf5Q5@O8t}8^usH~H#I5pbl9JP7EM#5y>0cH2?|K$xs!rJgG1p!q@Yd` z=xA)rcB?fVpaeVU+xf9>L|oG>BcH+~DAzq%B4OP!lU?)&{{2c*v!qN%5t#qjcCcC4t6{wuWWk< zK-?+IVWMGrw?}b1;D)Xb!@Z0zk2kNE>F>HuGgyqL{(6=-uzdsF6&at|F4A9YRI8K7 z%-G8N$IzUpa)E;c;5L_f7-x!+br&zZ{;D{NktcqyI>M3o2mFwkVq(|EcryR0 z`~T<3;cXlQu)0SsZr)0<2Klq~z->40Ud#n7C|4}i|_G6qR<@cyR0nps3solR_`KELy?ppty0ViKq6 zjsh=$BSg`7G)-?*PupbW=fA!~(b0et?-(zW7s8|QyOV^d9#+;#3?XKfT)TeY+BC)< z+h9b+6d4EPQ&&S^?1XoaIqYgQ&1ns`rtJzRWETZe=$YRyfa%I(4~csc&3OyR=kfjh zc_*$elT`Vn2Y#_d|6zX&+f###K&DJC&eO;Q`lSMebDovfXjihZVAm-8v9)E_uB)r7 zY+{nL>GACO^Y`^P{})M~pAQGpEdt6>^|CETJqGsvQ3pAYpYZjVb>f%07g^1BsxxC0 zj`gI*hOx+l%OhhqLh+Ps0IoQ)$L;gA4X7Iax#r+ zUp(-sxTkw@KEwq+6?$&BQ>&3HlwD=#6b)dNpncP#G!FnMzV-I?B{on{pfHy=hm>fb zOp(~x2GU|?8~)$OLc$G)f@cW0_=|n+#uBN)nRtS3Qk|=zDw>;?AuIElhi7F>3G4D# zM2j2u9|7O}xI_(&tClPsQ_%CizKs5>2O)8WAN zoo+^GO1_b73r8BL~gq5b(?0lDf6WbDme$dkCZoFif=Wd)>LA7*pz+x<7WM ze>m~U9g^%5N*2J#@bExe_g|g#bZRsSB+UGfL1nD?8vXB3b|_;wQtnL${33Ua8f1*? ztQW1tZ*%9Sfqvec+5|DddN8(cgK7%^3CEer=qF2bSSlCP>ggc~RZnPNUH0}hAQNOX zuZ3(T#DVQ;bpC6hWW)Dn%Q^Ky4oT81yO#lScu-hv~BY*e}@{Y$(DhX421+7I@l9c$(t8M;>QnBOe{YN z=mMDWU@)AmFe&jtL69+)@747HJ?LcGCh3mXs@#2f=A)~|=O6KHDcPNTBDr)?TI=|A zUuOV6(_p|knpUYJ`o1k(a&4DsGJ^@?4=mvrzflcvc}v6atbKfAH*qPQ_4cI6@}aij zK<_b;-CvilsLAi!4bOgXt2#50O|3&30?Nd^bTOyk=Zw#)6*ZNLg08TOZlmCQ>yv}o z0aL_nYQx*@*x!5LDYUQkCmq7XIJ8Q=f%$cF{_1==91hH{EjC^qRA!|vyPtsF<+*0@ ziZ7|kMp$c%6Q5t$tD+zm5=G-GyluFy^lRW{7Z_&UAt(B_a3nX^c>nWwl7w8bcoP!j z>#o zbXkK21@PUxsnRYFuY05_LwVa8^@c)_m+O`N)49#_Zb{o1ZvL>tOU&z?pE>S&vx*?p zaHmu06~1@2jhvN>Y6_Mu+rVEUAq)v-g+>wX1UZBWeFQ2~Je(>-h``+jcENjal}X2_ zHksc#?h|x60jkp-tLg5n=l%ZNisii};nah*K`0IU;_7OfWIiL#Fc}%uT^?x%U2>)d zp!#8ZPhfjUiF42tUaeb2+p(F>APg2;bb0bYQE>$!Wlmyi+uQIvb>2F=;F(}^ebnIC zC`hs#?c<-CNvSzFmY0KhBT;m+PBiU_hYXa{s?@Jd33hX%;D=c5_2+h1gbkq__q<}8{&b4yE@`CAo9)^6O8>zQIHZ1@&K?z*ecMDP zP(ZlvFI#Kd5eRZ`a%y`IP8F%s?ERcMV)2+it3OqpB~{=8Y+zO%aX<jOd=p$gxEK$jVy=Z`rUDw9gB$aaLL{?@*vH%kpcNwHrn z6lWwp^B4{33mrb#-A}uIBS)N%Z(tc_ds-U7Z2~RypcfIl~SmAYBR5a>k6C>%to3X>$pKnf`giSoVgB z7Ahc`U8@19Xl{&!aB6=f)0{r!T}UdvLZq@p~82 zAE*QK9}8!o59wP53-q#59fB74hdtSq_bsnlq6fY2=Sls>f#_n-{k^Yi3di0#$<|YCh4T;azqm2FaX!ss@Yk~l{Zq~cHGK&3h>AlBgaRw|Q z?oCXnOm{v<4Z$2D%pv@gvcdn&xNX+D?$I-~ukTCxAMR}ykIii(z?ocB#_io&PXF?9 zO^G}HZ>$P``=OVNU(N$wf%zVrYM`jjw=%BMqEZ*b!*!+!EDnGzVP#I|WF=Fe$@)a^ z`CQ}W-_Xr9%ihHbu`@4&Q{bLpVnt^f;crLFv|u-@s2y&T*F2qX@}H!)=r? zBE!4(KYkN^o$jR&L!*`)vx!T$Vp7?Y<9X5es-eZ|Xorea?}|YX{FSmkH5z+M)7Bo_ zci+lTBKE!)$auK&lb) zvQwp3l*_j`JUGak>Iv1O5q;25<=X8x=lmk7F)UgxwJkZrQOKij^S+(1 zbG+H$h}r8l(AWckgU_*S@rLW2P6j{uj+}>ZiNTVN3U(pV6Lhj1N!+_h+Jd zf*dm+=12UaUvy|#bcMh`|6E2$LPPiiqQ;joN@LReN)s){&}ZaURy%|p_ z#+7F-x2{5XM~0S_c(Nv5OsA$NQUZ~&c{uZVD1SQwYrzQa%gpChShMwUoSEfF6-!q&i$bZGX+sd z*g?5n>MvIig9~hKtRUBuS}iRzp%E&m%p>X~1Am^!ci^C1%5yq)Pt4%?STn5^NR5@!5Q@ZjLj$DQ4UM!zl~3Sp1R22oTv6t58|}B%c*!LK^S!_Z zk;`v`Me0))&fnLJL2o+TsEX}+_1L5ABiYlOs7Y~)o9hiqd}JZ{UB(D?oU@M?*f;YA8W>~`eJ`bu&ykHi`D~Y6?`kZHNaR&XMor$hA>_yNQYNHrE}j|1ML=TID-A!RTGe8-2kd zb&*;%ks+>}{B^?Au32)>Nudz%$n_fJD8+y3COTU_6gEaH)_7?lrLxserqb}Exo?)j z+l<0`wfCe7bZ*x`$amr+f$;?Ve$#1a&ikjoL$6vKID{_=nE4Jr%xCoXf7EJzEcyFs zvv)>CzV*0gUIzl-S0@$#Dx+VIEHX_6En``*pMQV@2iFgof@?!aXq5J zpige~OF16%d>Qk&=5yG#P@;m*j{%!4o~L4lv@F+?5Cl`D??B)y!DR06iW{(j!*U;> zlDJ^sSnrn%m-Ia8OqF=?MAU@Qi}kQ=ue-qMCmvDrN81 zzviA?&Rb4>a|;E-4uJR5fg^GI{pbfQCP2LE5_g`|F-QPoJ}s<;Y*K*4g0$EcL5%J1ttLbJ1fLPkpDX-b0a?$ z*-bV7Rtre--ZaXsnBV9RwJis4E6A90O`q{P6dj66FzGUOnlA2DHMl5pd*L8 z#F2g)a{`z3cPWl7#boy`4Da@(J853m=&7`NpUH;dyJ7()QS z_^Khjj;q_0vu*#S%VXzIU_6rd&}Pl*MGBvJ8-V3b_Z4aIMy7_CNlk#a-k-B!VYCpMhtC;)XnXer}3ejpev+qy*^0-=Vwxw^BiDHVJjOU6A{aP6= zsdCq_U1eFtv$-^X`tSQc&e_J8g0*MB53wF1DSubrMGI6Z@ds3zMRy*n1CP02PEYgZ z?y%^KiuX>9x)WiCeyS6GfN!|N6ZDMQx%yrw=0E9G-|IJWrwmv*A9mPG^>3w6N4Ann zc-|K6Z-nu^#e_Ix(asxFalhSW z6gKM6N87uyqrH_n`w@XaSI(wPq1dR0h0Z)995Ml{q(F|5N?X06*~Rl_sYxO6aR$Yt z77uuhq8njnPo^Ij0@Vj2P8K?n@f119(-FBC&faGnLd^$(>Na5lhFgOw`{pw3dOiqUCB zi>7bdDhaP8<5B>&6EPa9ogd2C4-{|;YTezh!|lPGpAc;v)a)9&+j!iIWbvNpXoP<@ z>lwxw+JfzD06_+jp~yf8C;3%zvIDa;zCTM-nT*+J7>nm!eQf(xJJ0fj7fb=Dg=_!w zPlBY8Ad&>cTK$kqfTQF`?C(=U3$4YC%T%UOUJJTdJ^9qVQ8|<+Yl0QkE$&p6U0TEF z0)4r0wgYe-w>yhy*W1ydv*Zhp7+UF)wWxbioUGsKB7`9}B}v|o|9ZJJT2&rBLYs1Q zSX^nAKB!^`;}4;x8UqAwTonQqujk>B*($(TnkHTqqw=3E%KjpQ(d{yV7fiZ}YW!Lx z3aQp9)v7$T(Da%(;VfPqL<{T{2T+&tOj9h4_8y=Mga=_K~ zF#c-rVmMrFo{gl$>0{@#eQc@qTt43KbUV4hg& z&btI04h{gkUZ!<9hv$u2+$W#2^|0ezx#qSh{gc~lLATq&M5}G`P-{^B>JV2}4R#PsIP1U>`5=&O(RdVoSa*U@ z3S-8RUlxENv5!7je^;|?TTe}e+xy-NWutv*b%^voC3MauoQWBzD6B{JE)L!%YCF5ovZmsaW(>3kV3s3xUnz&^p$I)hfag zbZ*yUosns#`Xh3Bk;oRsD6x*;HrcNcD-n@eoOo%!3Qbl|bGsT$lfhv|liWQ~+-Aat zQMx7)3`1h22XBvvc6TB7{I5qq{-}j1xWKZRkTVy1XJQq0_(2#b%nDE^;?7k(9{$hu zI6}+U5V&DYSeldfb|r2fU^J=poda~oKi7XF^OI@caOkbRB!N6SB?k*;<0d%c$lj*< z#{j3&Ji63bE#wkRxtn|~1kt^@d+ynx1zVf5L|9T7MLpW@X&Lp6xDsdE@RW2b3q zRovK|8p3alFKZ2}dx_+3p5%sd>7-~a<Sm8_3oY3@&f}cUHsiGlC&9%a7)~BW+ zt5ST2yaxJDLGB;eVq4R!`?kv3wgk2mC)v`mk3j_PQ;zmy0ra;Iaew=0woVwetn~$q ze?iT-Qd+_DPQWyEIFD!@kx)_i;$CSg*nFN=O^HO6-W7~;X9vV4z{SMmM#yj$W!bCz zx*GufsNMACKDz{$JvhWjP?-lqV)6TXbQdvfHRHb!qi2r~#w zfupD}xxD(m589+0B_HXKaB$5&vsw&?K!d%LALN?pSt__JqD8sUG|AE&&sr2Ms^@b4jHyVB@9YgZSsA~up#X$A6{zQAMZiu;a#lx*C6LtE zpWA6FA#eb8P6V5QbCAt>7uCJp6k z8dAqhtqEV<9!NjkxCHG%A_cMp%ENk8QM-??a8}{q1~$}c+;GV6$mQO;3?_VXIHmLED} zm>5c_rI~>L0T{IT3OK@b`)PHqc8-dQ2vOYoZ^&W46SP+dnbS;H=)Nt$}JjrA= zpp<;{24uM~*ZZIRug~b_n=_Rp`BNy67pWdX$aCp(=uYoTUdl#J_}yN$=7=T&yZ z6}4yNmX$;=S?*n5t-?b1Y-OHe$A83Tce8a1%vS|}RX|u4K$0!rw6p~adQP%g$@Mmw zwRlRRe}HYiOZ-&jAsoqPZYVC73E0Fi2A+BWj~u5;P`BQFJfYwFdv=kb`Z%YEVBpT`If7khCXfl8HTig<)|SWh?*uS75x6|b6w$xA9yTT)PE70n z{$MvgQn`x%qzuVG*Ghemi0#nMD;BVepbW1o0r6FX*&PcNyWV0WjvTCiQt|OT%P~K{ z3GI7l0E`15^H%d4+jM}%My42N1I*slCj714+|gvoJeK~p(0&|)Wk5-0vb-#d7&i@^ zJS3X5^g7EqLxrr!Z`}?#F4y-{>VQ!m^|_WNS?(qx4HMyIthhUPY6h+?3E|%=0@n2F zSRE{k{~1v#zKf*SpYtC7@J7}Up=T{`J+r>e88Gk2z{*4lLi!QOZ&B6mj%aN_hYN(_ z){IzrH{oL#72wndAP%y(+ecf*=oF|IJU~>e|@KcKBXM1w)bl>=ohj;F84#)0Wf&UaK zZ1o`j_Q71O%2mfAvWqb2(NjeR02+uufE+OJ7^Z=a;rVAHT7lpe6Ss-jjSs*r@Ux_3 z9ROEyN=qY_zyz(PbHh*C%c_B5*9Wa?fFCpXNK+@WzcprunMVBBoKE~y4cN|w1z$SE_~^m2r*`` zBYcPT>OF99f;noys@Qc1p&OhTUwgN$GPu|yHwk8-kx`4ea-Gj`Z?Op-$Eg`0!EU_r z1!L0spW`*(Mm?A|6yW1lwvF+T9I~G3##N~CYpL;UZaGwNZec`Ka<#mdO9|GDvTpo0 zZr-N(=G2NV*BJ8Wb6L69>Mf7xHxdK#iAR7{@@tql?6nl(-|R~?wk@j>iMJw#ked-R z4;goFDkPWbpwa0`)3CL%lXf{fG-QymV=9k<3>Zs}N|0vyHO~+Yx7wd)_`xWR5T7)~{i@W_dl@h-Y7F)LKmepg>mIV6RobOs3Jr2+PH!Ms4tDHq2B)tAaWhLzAv) zUG=ZB%vf755T4;zyESkyg(#lik{l@O+-I|{^n(&t9HK5e0d9J6y|Ta;aGO`k?a2aQ z_YXjSv@Dre=^+q<1BmpNi{o1m=x=N2piLwgYYqN}{a<*h6{y2Gqnbc-j?axbdeBIX z;|okgz07GL|DCl|{4ce;sh;{DGv}M3=ij97M>ChJPn}OGYPQ`!T(T;}Od=ilf^l?- zIn*M`izN9dK(flbiEx4t-HZF0$_+;Y;SG|RFN3U>ORIqMl380De{(vmdN&1TAeL%z z01@`do=4i3Ep|mErGyt2BmmNr)hK>SJ+^%KcV>p>RGy(5JF=H5)Fkvn3Wfd2R;h?x z>d8HTRy$Qb-%%Oq46K@G0W+(YTl?8Q4|AG13C^w|?%hd>{2JgQ^c6MPdJ>k9iDh_` z>hRXuz4k=<7V(6CT`R5Ba)_=s9Vr?sjc4|E@EYRtddJO=TJhpRUsj#K{U|=l^nG9MNWon-yVvxg{J#zPBnN4@#Um3bB99`gK zcL9pZFrh|LJ6lOo@AYP{M0`C&us}HEXJ-Hh^-DJYD7IiEm_}dgI@t)Cj+=iewgnbG zp8C4zfE>g>$Cf?79jU9H$CIVIy`u{HpW@?Z#vJEf~ri9YD z#uzHK27=>tGiwx7@9fRJXM-uEbpTe0w3l`YdAXRH;vuQQdn*wf-XnxmxEyrYP?q}K_)^uicd+Zji zP3oo@SvdO7zY~Q!wlxDWo0()+X>kT zoen$|kJ@7fARFIT2(;3Nv^;0Q5ki_y^JXC1tdP_YqQTSw|7z^XzXtnf8RBUw$hUTvTADLLA2L|%Rh95F>DBPl%1JmR($XKIX z)W8G-I7cQO+zEUn*&I;7x?y|%TnW|ySUw{Y6J1fvO7T2K*l6^g=TCj4q$rrWOWiLV z&;U5*;oWxEi{CAOg*bLR&iXT= zzlA`x(=-+sc_}4D8ug$!b+Gz#;mCl?vXb*5iUMvMe zYPSjs&xgW2+kX2@ssBFRou-oX6vLkvMjL&m?OuH4FB@| zrYqC!x6D!5Kq2w^3s?BdVtow-W-&{4qnFIr8|=Rrjb}v<7U_M2eht4oe783&LD1jx zvSXbtx#WIq(_eeCYK}5$UX;>LTefoOb}R-0><=%~>7m7$1$O-vy%RbVSL;LTh$2HCU#3;vI6km^d&s>qW_S|Yi-Wc zPb*Ox;0PV8bDvlt+e2Ogez5S+5=aVMOs#zO=BUUT z>PJC0z<8uK8}(Z2J!8+iZ-Em<4wRlu>~W#*GP1LM^U^#;*3SHi=;^8}fEn+p`%yRR zq!?g(TB9l#XqM1G@Hw~B)yz4jXA!xzb)&^vd)Es6tCMHv*IXd$b`*At^_PFW-NbcB zQZs3H2;4?J7}LI+2qR`r>Ou6BqSa{WPyCzg!dxF%$i9*=>n|qvL>?*bNmzdVw;UfE zYA9qY2Re$!%{XL!-_`uzi>#CXUf`M>h5%@tH`iY<89}VK8nAx6;@(bgq5MoZgGqn- zh?xPYqmi6_ohgb544?Q)f3F@%!dhzSWD=tC6^t>dQM>F)(%(5;*#2F0FfV0w_-?TP zt*;>zU=_Ha^;!Zwrx8Ch|u}HAwqEBBCD9T>x6>uCkA)LNsgrV+8u@mf)xN_@CINj$Cb(|gx2g|zgq{V zZQ<>VlAqQm+)d@)nqDpuWL)<_bBsYDs!JHseb0qf1BYDJEs09f+Yd?NnpN43;Yk1W zC~&2Yx~lWQchH&G#FsZt;{op@@WQuG@*lnfkZiR<`u1P=Hp<(#KmY22DG@%i#RNZt z0hZ&hVCzJTxo7*pV{e8{PC^$Qs;t@`cxs!(VjTq}uDV zWkRE8fOM-$)hzo|IY|pAM~Ckkblf>Nxtz9NKt3)h*|^h`E%gH(oz=Ax`uwxUU&~du zDNil9#MO2AQ9(`d7)-niqo!V4Z0=-tf48VZX#O4+7f#w(I3|ae{0@nfyIUqN^i2A` zZ!?8far|Ic3Fri8up|;`7@(m2i|YP(#QosmUGlag;6`xW>f!$FV#qsK(etD$4CKfw zP@0ZYC|=n(C;+`3Ryv8rk)*Ma4U3>UZ}h^@{}j!m5fdS+xB-~rXQiwjK*;7je>q#D z!fj!?OVJ|luR$7`rDZX;hmO>+K{Z+?xjG}LXC{MF1a^o#sXuc@a8#0-r83(fxzE&VXsefjS^Q zbaps?>J4d{tC`UT^Myk6WebA~hZeNbJ|a#eEw8Ob$iuG6Hjo&VMwg^?crVHecR;j%1Dmyw&=;&3vKlmk;V#JXO5pdL^UG2n{gmkx+Kj zCT#-?FX1VXrpKSZIT+)w_h91fZcFYsfR`Q36mpDH)3Fr&sfb6aPR`|0=pUi+nCiA` zlwOS)J^kTr;N)iritguPGQrUD7n%axqq#&6LsgsGM%m6f9-7vH#~m))2f2-NPo}5q zqt|)+k@x*4x6*P#l>)lV;}#biQ`6z6q@`C|N!95+l+%ys5dngWcud=L2(tdU~S)Nq_4duH#x5omw#b~yIiGCM2YP0kjU$K4~sqKg(Dr3!h1H9YPFn42$N(dT;{1I6$RKa8qZijg~d=<3(X1 z^MqA(_UF0kqQeteph-V9Ef^nKUvyXiI-EnkN`TSa@r%I}3SS38%D!dqhCS=!qb-VL z`MI1nDL9X{AB!TUA}L;~!o+WX@C-cQ8CdDm{?>*E06OlEd?a8D)Ey)h6v~PX*UydL zpV+%D!>I%;C(~XR|Mx*yLrKVId7Y0tB|UWvjlxlP^w}N5-SIjw<>!=Iz8$j=KbDkf zmL_Gq=Fv%SI9;u5`bd^5m&?c?(+vy9Y?pfrZGlbk2NM1Wf3%|z09hWRK>B*lols*E z)@t80e0$TY`(?niZrW+(`}^&80w0Y^D+@{nh+YuNgi?Thd`Kh}rfIVO?(FQD0Vm)$ zEUJ4nySoz7@TZcr@7%8{J@dtMy9nIYb?c!_JO#()x%TEW<#8shgC7B>ds!v7Hobf= zaS-F<800-IN6~e@!#Kt zf|fXKFvCmVY!WVtTBL8}bY~7^)lrsXtu; z#90IgaPO}$?#v->P>!z>Tq^Xdx>V%3qIq{1w)<7@9Krb)O~OVTU(YhkG?CQ#3@A z`0YR`qGK(PBCroZsOG+@0mp7~4ohu{s!whrY!S{2GaZ2c{*e9eaxA$BaGP@*sEcuk zIT|9SvVgK4ctii5H#JA*q{4o$hv(7c#y%M(HWg4uHB?NB%Wn z(gD~ZBR!j*yz6UdVOXxK0~CpX&hb?cp`ggdunC~qfXnT8HkZcpx6Fh{`-!D+Db-4u zAc6E(3>g+1jaw|JEjZGEbOBi^jP;o0c6o^2PT=o($3$kxQ1ix`BVy>5eRTskuvvFAX27 z3gAgAAqF>3CmJn4KK$~t0$CRcB;=J4*QlFp1gM)O>u6!OUR4Eg+hq*k8ln8>XfVt-J|+8w@s30y^a=Kzui@#chWm1=nT(h5&0phmXsCk7@rw;Z2R*RjizP zRaMCORm(T&sPFWDyf4@#&k38N(p;WDF7+AQDy3?wMZDw6XuRFL?iR77&h8|>_ooi^ z2U``Oa_@nMaFWk;_xRq|T9U=N$ugGHoC}B(=LkatuU^?wml6kA^r+U6L*eQ=j6~ar z26U2C1b@G1x!Y~<+S%de+^L}Z^vD~G&M+~cYj)cZ!Q;WT48I%z8FRYfdZpQLS3hk= z{aX3V4q1aH82`N;YN_J8IBZJhB&vlTi5oev$9=U1+&`s$@r1n_fKV!)%75t{y≦o4{)T;zZ3%h#vt8zGqq4>IAJ{%{DE%y9lh-;gxZ`d!Hxb_-I zp~!9`pTS8Z0AzMfh|YEXmI;Z*x?5f4QSMZxUIql#Ls{MV5=;>^;Wt6zBVi1tgH;e^ zc;aN=v(mh;I0ARXABzk6)3Zcfn-B!`8NUpPjIw{PHS701f?sr8P%80AJS0`jv8Jxr z87HR=_6dMm8&GwCJxIyE`g|NyV2GAfP8>$Q)&Oagt2Agh|K?xzR&Y=4+5m}Fm9UIs zsSR*;^0@HrmUX?_?8>qHVcq-ta{dWuBD$Pnp-BLG(nw#tr&*ctuoFab zdjZ+se>?eYSu={3C+8tZojN~_m!BcUZnP6VMD*xO5BzjO-)yb7HQ>Mp82o{%by`ITC3SmlnSB|aMAxgEJ?tV=!WwYk!%ZI zJicZV*f9o;7-35t;VZKi2QFnL`jQvp1^pFEiVbGZQK{mS0@6H!TEo&Wl&U#8LZ7>HeZh){jZ)oaR1pfl+PRN?&w_l^er+OP+HL=4 zy@YoOX*QgKvHR}xwX%!_MGA!$9iY*@8RJ+^?DnqQo>?U>(-`0yeWfx#ff*DM4T z5`yc^{rc$K)Kb(735Y;FQYhA25)IK)0fRgzh2eIQt;S~G9pcLuN7(Pd-+`G z7nSUMr3XRq9zaF;-n(;Y`^YKhwsC=U=F?pF*)YTeP&kH1mjb3{FkIR$d(-X1{;m;- zc9O{AfD&s$PqgV9+JGi*AZh*PRjZlo{=UgA5&s9DM@EcxmNJ+USX8ho`ji_K5f6e- zUNS#@c&3%vXhMnu!4;*`wu6G42cH8==QK0^2ri&CqU#W$6948E@X=4DaQxo!j08tot<@tCLZ z$4UD?S`OKh|6sE>Ib$*5r>o^c67)=Mo>D?8?;{c^R)l~Cs8>jO;wcH=n$cf9+qT`L z(@|yAyU+ssAuL&pEB(iWy+!M!X%V4UCvx z#LP((=Bhsv?e4-Q16?9ujz$0e<{yr~_}B`|;i%ZFTaC6a+(mNp9npn(nh{^;7pv!a~a-W(tqdloRLWNHMSN$QD;I4al(Pl3tEM3Vt&+*`R*$t zYr6Ydpj2l6+<+_iqpfBlm?7P4g$88oz1N*$eIMbsAjNIo`7jI!ecRo{+;v?# zZpsaw|2_A|h5C=Y-L5;nuCdPnqV6#osK&=bgi9;A^zcq(#{T-7;-8-PMU1Sy{dz#S z(z@O#@$X<#+j!87_vM`jTc`-bz6_Dr{r6Y6QjK%)lb_Ia(Kc(jDaVSGn78OSvvuY}(4u zK??thn~wC2G!*@NLu=`!Xi)*S1CInH(+&>`Yv}^oo9tQaXW7d!gt|xGdUeDOCNcO^ z;eZhNse|Cs;xn8j*V64CTuoSZgDqq02W_{ND zE)VS8P*A<{;roqe85p2>S~Epjo&Q8#N|4DuyZTMKuSHE;I4<&|#XEes9XndteMADg zk$eCVWVQLH?gqT`1PL`Jv3p#k2tha7 z-kU#Sjd6UW+!`N}`GWmrE_x0pylt{N6T*`jv3u4|9X6XR8n!B=0U;mYTV3tzFvN8P z+Hr`ZFp9k=@y<24XxXt-4vb`>TM+~=))?0Bkhke#HITU%IZCPhXnxwdBz{xj6KG(K zPNsfBDPl)meL&FkYeuqoe@wlUT*33u`CzVB3NV4b&g zg(B`0-z@F&3(gid9HVS?&=&zz0=h}CARrIfez5qPe~uc=gAO+wcASAFvg`}{iVdf} z3>rEk0Zj$(l%FUUGmX8#XV{czg$gHao;IVDU? zC_0c@7QFg+MkV5kWqJR;I@vjM3{|QUYDUEMf;NA#^=VCkhegtTcaFr#G~w91&l?hElswWm2^h_tvZj z-W`M=g#NyxJZ1hF=xnfmC+jR|U=^g=9Ja%AeNTHim09k9{x`nW4Wewj1#vQYIe93l zGmwCsY1ciDt@m*6Y(WDM*AQR;(r9UVR`M;;LkO3D!l8XhY|Srcl}bAdi-)E0_AMR`@AOEjlhSCQk6J=T|R zrt^{}A3I^H%r6dNDwt4$Yx=kdpHWz zg!|3Tq0ccShU7x3(315*3~72%n?D|CJupcr>)cnG@bRTk(UC`u(nI=E?wtn!I2&sp zc_?v{)+U$DGJuL(B3omP5GmMPY3SwQO*U@?{AS($ZmHv@Nx-0m;nucW_r>{1n>jlz z)Y`{`UD5Lwm2V{qrjLjbNe|H0n_modL}1ES@y1WwHlLk1Z%3+AMEYuMAjSZ{k?PIk zycDqO3_*e)-Ql{k5Fr!#6DU*B{Opxzw(2V+#QP2>waA=HIsh1 zyMWZRuJcQdUM~GIV6w%wk8vYzm(vS;#m;(EtEaZ^FtatkR^XG#pX{dO0UdX0OnA%P z+~b-ybBu=`hwiC;$(!96ZVp#g(%rK9E`+t%5;q#C{3K>Ny|%q;VtK_A$XQOz&=cxD zG-~2N`*!=hAT-5s6v52$LrIcd@pO^mt1MJhC>xpZ_Pwy_cG8%iHKYPsvWwejK9V{qp<97{aD zi)koUGn?4{9}2}7J^I>W_r-heddadP>V+_SXgBAs zM$311?B>tl)t~rqxC1!1zskZZ9`F}?y?QuZm7HktT9!H!U05XUWc7WnG46RW@@~iY zN~Z92xFD)UHL{S1DYKGUk)dP`(}U`c!Kt*ip%Q zQ)Ow}q*|XFZaa)mmC#-Np%#*U>uD;&Qe;IxL{McZkC8_pYq0a3hv1RgQ95nUrJ))z zdhUd0V^grA3xyunR)P>yL<8)MNic8iM;zD&SGzlgc(1s(sWTG6P`&d4x`C!F3OyOK z-&T+uOQryr=X08?61}PC{%a|2b{y%ZTDi&FgAJKe_(+x_wMx6$X6=;X8Y%nZtM%Vm z1>$hapnAgiGxq_86rR{n>X-PMwQufPorVI&6D+DbII|W0pNGphzB4~R9ym*xZASC` zaOR|o_01y9k7mh+&lb69puZuTJmsp&5>4PA6)$XXdqyxcsBFJK4->MME&P_tWDot{ z7MZw}|F@}@s}Q+#jp1~$nVz40nk~i8zuQN~+jmvbxEXcm?F^82|9fu;`f}YalbT8D ztGP+wSS!zN-n7C3wPP3mo(|w|ZaN&eDfvI&OoMH3Nl{f$;mJ~e?J{4v^FQRjfzM`! zlj;O`w_p^Z*RuOjK>QXC`GgavV9V0@tb009K+4Nl+c7lKR?@X@G03*Sye74s8#)8_~ zQ+-W@%B2UDHB>@%N}cZUQjpU{gx>mo%W}+t-8iqhdhPS55yg_tnPG>Y7Uk8K0&V6u z(InQMPHa8>7F*=>L!-%o<*OTV^-nlQ?^31zL@!HYL1r-NngJ~@JC*p@K$yc?nZvN0 zlb2KMrVC%q#V4di;iI(pLEAjqKFVZ*7AQuG7CN?Q<_Q|y1sBfOyN(>S6O_--B3G14 ziY}eJv73Ue^uk_f zJpOEF-0LON`N>vI&3Jjyd6Vyhab>~WN?VifJ0&vj=;&5q7rf1y8A+<|d@U)_MUMN8o`&j5>9!)oClW}#?%qt z^HMMVLjOQNd9W+DAw5X_jas6HkYY29;>K9p){8Z_u((#f>BGLA67N*`E)iZTyWcRq z9|iD0G_^E%jUg(MCaA78=wG}ZzF8=vuw@Eq*U+p&>(ltL?f9P z&0?B;H4x7(lcuoSN*NzPsA>n|ptkU@SF{v74(p1?pZ~5kFvwP`qHVJ=3JrPLaz*k~ z$d>WsO5z^<+ffWPeCyG#p3U27lh>XL%=i(KJIh~sJD(>gxjg#J|4GH<=a~CjO`J-J ze+=^5g5Qih;*W>?T1;xR^=n`v5@*0E-sE~cztyHG`PTsL#d0IGt1nR9z;p}$J`Rfy*ITHrTl5C z-gdFsK%hm;MPS83%Ugd-=b`7;#s2d8=sEk`vBR~Y8Uz2W18&!&ntywbdvkx0VDs+? zI@G2;>_hUvlg{4v!bJ?q(Ku*>0nztS%%s$gURCL-)!iewfK6G&AB+eF_vVR z#TCq1^Aj~=W4NwEoAJHFve*DUmrm2rnk1DulV`+ zz78G!V1=x$-;wY=u07+Q0ETl|uEVD}tBP995_tJJkTldJOp-^`62E5J zOAU-XPuI-;34POgd)Ar(Ync!x!A5KW^^aTxhJTmX4t%FE_q+fQSC+ z0DZCZ!nB-6_Ydzq&g2m9$rzuR?Ms@g8{O`TU&7pZYEPFoU?&Gd24Lun0r=9}-G2I- zImZzEwbg3%#%BSsB&6@{9a(!hGaV1f#2pKEpOoYjMo!f}*3;1wtd)v<6!z$)Dw`8N zxjD_talV9~1!l|nW3@hqU?-MWEN-%(_a>R(pN- zPsQHe{uOn^kNEh;Ur`h0Ml0>#UTQb~7#&rXiG1A4RtA?aHa6B`SHUW~`r&5gUm1PM zXLhss)4IUg?oBFNhjL)1iX+)4a@(vOG+AO?63U*FB z#aykrjTXu=)gPBEt8%Tn6(W6HRgrBsJL_pHv!|t!N6KE*k^2GkQ{o3E<2zyEWh~Wu zlmP)9-(vMH>4UNGg9uqvCI&j8Rb9n#?Lyz&p?sBxE-#AM9k4vdm%DU81r<(oktblF8s6+E=J? zZA52d)t^7xVSs}t^sPnypr<->;r4D+>bphNa&Bp9B#m{w-%3YNmE{aq)WPY$F~!q% zT*&v-RD~!yQ3S~u6~Fc4oAZ4}p6WGuSF-)&c(>zM*~qmmc@s+e-fT1tzu^M^;Pr{e zt1m|>We@8Y_aHOFE-Wnuo}I3(9H*;Ync?TF9i&!m{bvtfg}C?JX}mAV-g^fO4$n2? zW!54w8{kd2YpoR)rBR&m3i9s>>6HC^o?ZPf_}r?uyUX?@;M~iqaetm+Y$A+dx31P9 z)i>Ay^(HB~TuW1{kXLeUSlO;8gPX`GJS(d-%j`)1cqwGGaQcsW-bG?$m${i;Poh{r z;MUc;?drqrFHO=Edkk0KdF|$GvTB}9bFBxTJ640KkKU-~PRr84fzAAT=HT3jnLD>!tzoaV)i4rOo}9iYC<#C&)kDbQAU_GEm4Z*He)32|uPswLVsa0!f z#^?I8q$Ibt*3RRLo10s5+2@p{Kqf*4-lsLa@%k=+-^Q{nEPVrBKLDSGMNq@pXpr&b zsedPn!Fyf0mds#o^W}4Ruqvp0bS*UIzNJ=SQ}hb;wjSC0Iw^^}37I?ZnwoVU=}kZ{ z*3aHgaTIUP(fVSACDmC+bXu@JE0WTgfBnHUq)HbwpGz>TLp@6AnzGG_(+$D=N4D0l^BM!_lYLf(8GXMsk6+ZtXNtns{K1@gK_DE8zWFi-# z|5sVbwZFSHl6`QI*RW00WWJL78%vzlHoA|&qa7r@&{!vA_w*;45Ytp$^uu{8Jw__L3 z2ow3cXrSNgVxgy4qe>I5AR`l~h%5Wy1IBV^2x(3Z&xckKyHzv_9Z$Qe3+_bu1bJGq z!56b)saY0IV>wx@0YL#ON`N)P6v-Cv)A(p0KNyb^PsLRFsL@*2wZxUxAKWcT<;70( z&5Z(HApY&Hl;+HnJG>8Hh#HxG_thKLb`57l?bZ2KLpT;|2mfwB&V7xzDqgk#D1(u^kE0NnI zaw&b-l21kF@R~@7A<2M;dZa;6u)ah(KmO%x-NnEXwCr zeb-}z!04aJupI7}LAMIR))%`keim05#ifAG)e>X#!J1jGiS0%q>7Xw2%*tkEi`I#} zT|Uy61<29YU(Ro1+|2SeyV4z?0b2#L#hcH>#L_{t{K@GlXY%0RzkiYbRGBC~Wwi3) zJl`G*>I$Ra2Fkr;(t3bM?{*#H!@$k0GWQ}iDXH&oZ|q$yN6|zdFbtwe!i)jjsUO~g zr+h_?dVx%85WeC%VFzmq_%K3jj+NV(sfi1P51!-gh+z3@v$!Y$E9K6b4Xa-6>Nt(~ zqA-m=5=4}Ro4KeABAAMJ1tnC0oA9xjz$(q7EIt~RZ!AilwUkv81Bpr8OwvpZDJ%wx zG~t{2=4FsEr_biYazGr9{5cKw%1=IAC_)LbvZ|`)5R;&q7o}9EC9T4s2jzQmvYdv7 z!OlNFOuCH1!cf4Umx=%s5!78^eB(}NO&b4;kjsI*t82Yw4=G)h`b#o$a^+8-r0T2} zP|mBkZH`2mpWg0evI_=ww@o$W08@=*bO@Vjv90i0m${Qjr<@WQIlE?OmUP&xp@MOh2JROU68J+d zqm;h>({JCt@$m2vk&q;`e1Gdi)m6Zeo%HLq2vf=!Z+;D-x=p`~kaSOLr=O)jt)J7? zuCGH7*L4E%N7N9Eq7t>Ph3~J`L?M58T9m-e1Pf*`L zKd8Zu|fuVxPmq7pE{UnvR407mhPZop};*xT77I2%- z_)ezupw*6!D6Wgy^(Se)3wg&NDwJwHvXJ1|#&pec?ow|hCklB}WyH7{o8NZksLOk4 zJ5@f%(oBftX5==`Gj6)8gj#-C?&=tN;q%ZH)NOINA5uu_7*Uy8mb1?n1M(MjL;VAC z9)>lV4PY!MBq|C>NLpP?4)6btW<>V#UP*Jv>w*o0DcR)c9NXK9lYu5dpyS1nd=V@dav zP*NhkyFPR9$yZI{wNQ<<+A%XT6Pr85T@o)C`_B9{@)%F2qNu`y!MNO0cdaPgOX!YjY6Ez_*5EJ{ ?%`Xaoj`CA}pLt zD0cf%xXv6*I)HGThTqz7>rZBaJhQU0vMU&KFf}#(Q%W!F{1S+{@)L?2AsrtdGqJD; z7pq*Vfu#{P0aU?6@TP4tV=rpC3o7+4fILOu@QwY{X_mQjU35{&XddONLS(FWvIm_< zX_B)R_nPzsaMH^OZqX&960QeuLTIrno5?OU%E`LOW}e`%*n>zIIeV7HR4Lh`M-^T- z&QUr`q>3VK<3CkqYAh(GpdRep#se8So#*{c85zD{G>}JcauBir+T|93c@D4_ z!NFLy)(d@L@NW>{H2{O5*LJ_{I)?{fz8buuNkbMo7pKN|keVB~o?b5HE{YvN*R@npw`nQ#~XOEiF z`+S}<@?~?Lu6B$dz2H67Un*wGk-@=FgoKj7SSS*Rs=+~YEMo3D zSZV<+CPBgjV*j15dMxZbur7oIPGGeY)!YUDds&5$IbfMzAA4Qi|Gl{Vc!D}* z^kowUFqa6i|Ii!%T))+-t{j=X_cQOXASoAZVOgwnan@fIfWwrQj(EO#a$ixeS-#kxgIz3o46n5Q8cgOVee_5g$VdOuj5;FpF^0~@2)T4M zZ%WT08)8{;4NeOZIe?6*`5WyorjK)La#MZ^O4c+`n|cq0^);JaSl($A(pX+tC>&*} zIOfRY#OOpTiW?#SjQ*+2N79a~%x9j@(Q<1K^|^CuzTRPTK3p6eNaP;b{nh_>-fc7W z2MmT#LU-PqZfo<$bh|s7>Kz9D&X&yOZh3GE*dnhC#Ft?QyskCD!WBR-wKMFY2p+#Q-> z*W_p|TN>|#%^gs4{mY5&6N^^vx1$u##%dK{uU;8+hwHTmV1EJjP(Dp05tpOBwW#Oa zyLY+^jZU9bRk@4@C@~1>27o4b&C3C+x&;|v0I9ePu|h&ZEEnMoy#|ikqu(CxFIp_; zY9o+QF^+DQ9@4a|8@|1zbL)hZskkbp^5C|my4h*)nVWjwRGwOd;DtC|E?&7Jfpbj{ zFPKS-Ns8$X)aEzJ9+;NL3-ueFRX$H!w9xV}l_(l+uwUe02foU+^ln0KNCnKS8UVyP zdoeOHQv9W1bcK)GWC(oQgz6pueL;s+m6hsM-DlQCot;vzA8t>XVZveuVD@gh)=I0& zVyRqDGPYl}L~~+qUwXG1c-#KU=!UB{JK(B*fB((gR4{IzIC-i(<;vsR=iOAzg5RXu zA7I#NY`Z*w%=gF=<+jRc-tD7yN!Q(^6+=J-$a`+-KK=^R9fH@h((v+YQ#{szIaG1D zE}o(+#zkZtf0yyWfDBbZK@K>0@nXS8A_ccz*#4Z1YXQ6F z(1Oc@Va~fjJwWbYF!Ot>(ekeuKtcW#ynoCG!zto4`IP-B{_8iv@9uGv4JnkiF?Eyq zLo4FEMFeer7x3%4}Jo`;(uaU=!g44`h#?0_D&2 z8mx^piqx#JJ^}Nw(x#tvJG*v|;FL}>?39ItW%jg);9ex5yvRHZ+`X5?{`whhv#k|< z-F}gkbMLS&{_`Xw&xK09kPQH66nh#mPW58Yh<KEtW2>2!5y~%Ahf98z@*=0e7vtcR0}|>VN)robXC_ z7;b8m?a&q`RJo)*9CjKqIy40XQ280_&466+>wtpq-Ng~&oTdt`2h%_ha@q>bxvjsU zGWth&04Od)BplyNnLrg)^Iu{xAzuowBWD z`PI*IZUtGmM1WL2 ze2CPUM5{HHx5+=bUaP5A+P(>UNg zl{7VXh}3g(bCp1>l>gy=8<&U{<}B6PP^lzG>fA=&S$JV54SHVz3~x)8JX!_0|Mv^D ze<9`_rSEHHaaX8%;aDwWyJrC57`&=JoSwGiGpJBU`4vu}uurShFT+kdu!UWtr#1+m zzGy1g^G|;RGb8CBrFEtNhcm#0$<>TSwG284#(;w(BAziY_yMg4+sh-pefOGAr$CIu zVa5nXOh-55i;Oy5X%yz1JeIG>4Lp9MY}`6i7;Cyp|4ALWbP zg#eKDJvLUd4EihKwU-b+er?4XFE1}1ok#-Uj{hO*ac&D}3{IPt?n-A!Gfjrm2Ji1~ zW}3a4oM!+Q?E#7p^;a9o8s)mkD)}FbZZD4kTm-MZ6M*t0kq_eH$S|n;bLQ9(r`^d4 zhs_Vh!)YZYMOj&2L87D5Y>c`2YJ-N0o4etB)&gir99`ZuJlx;R)Y~y4=AF}h?geT1 zEKNy}7J%EcoT>a4$EH?kF~xzH1xHNM0{2%lmm=yBpP%L)3RE!SetBGsHaM6>O+A6< z8;cL9avRkcSqF_bWE+FphLxBwhd)g92OvnEt;R*PW~l57mmLzGnXL4Fx~Q|j^?8Yw zZDKNvP&y%4dH~Ld8Ki2wZq5Y_-;%#nZ*`i|#%x7kU}*~N&P>Umt+9MU?M6qvwy)^3 zR)>wd90(l&KqJucCsQ(6#00wHGZ_l#P*(xPCDLsAoWWB$4c$kHk_p?VC;`D=myMd8g_Ub?OGdpWwP%QdjWv zXC^2}@Gp7Bf;o1NnsXp9ArnPcg3dAYAw{4Kfd!0>!R~TOy?v{qp|Ne(yK%JAF+MTD zX*vCBzw+|Z)&1h2#H+>Q!g|1%`&s=-a2dw4v$Nalsh0DN z&m`oNCpselJNyNEBm#g!PJX@tS0d$WPuH;B6ICOlXYRk!08L5O)GlplSh!^hDhW9` zGwBB(exffyS~*0naOkdgA*D+%DZ zcn?vGI|ye@j#j{zm~P!CjqnSfDo)$?ZmFTXgZtJ z(x|hhEmAA9R_59PF*IQ6c*@TY16BkOIxPLYcUg2}Szlk5Pv(oD6?V2gS{6s(VS5LM z8mC|P*SmWlTq)72<1*;RtDB+rh>nh)x9?}4_j$N0)~bsHX6qGTgK%u@rauIc8nC{2 z){WcDi#`ut0N(>dM-xT?*#H6N*=0k(L&FQ2JIh4a6IL38{{Y~`4AW7F7HCTtZVsjX z+ntK?IQ#_zr=)wg2f^n;$zw{i)*WH6H(dcd6gQA>s=MeP7%&7j51fde%rZ1fQBGiq zjKS196EkzA+vx`Lh2sAQEUq-_7jW3X^T)tnb!oYw1va&As>w6WZG#HjmqC!iMif}6 zc+JWDF@-k9haxo1}cA6Rx?Z4=rt_A}l{AS`G zUKv7T+GGE))hg#9Lf>%x8utpFI$Bl;gatSykk!x1rd8<%_WtksI&fQr5|XG76lxxN zHJZHx1Ahs9F8vj$(j%q318)z-Fz-9E*uy9%jL4F4EZ6@ijPW&C);ewWRMIC_o5!5r zZBF@ocyIVVb}qulMg+98%}+k?9nd+}9fn=R+8st_mluAgxmo<}FG-L0&prSvIR14@ zs_cez^%lq)!$FY$Sj;;m*``_WPd_p3_t{fr^_gjb!&7TU|C`Vsrid;>S|uKM82b#`?%wD=Q2l~J)lvi;mBn@IazRa?mH1qq%JqW}dw1uJqv zQKA}?1RhN8R9={cB>|vDt%4@~&Z)E0jc(TjC^Qz0m2E61`r|2>38ion<(;L;xM>Tn zxrgKaQw{(XBUfSxv>yOQC*n1mNa6{hW?p|ZAK>M1q5jEymeQG%7Mt|zesfZ+LhPab zmfjBGpmHLkl`{2(FH}{m2A2Bb<@5D z4lrvCr!ftNPs8^II89)22LauW002T^b!DK22ZztE$YG5%PxJ2wZfo&-NVCz%4u=uZ zs(wU=0O_*LnklFOfDgOh6)ddHwUz38+EwniV+RUxS#{6FN|B zHg*XL4YI)9B#O9krF))W&(+zO0H8FuxC#DCUU9Mfjgb4lg5hEM0fh4leZ+PN2z~&S zPnJ%LHwOeX<$NwuMR#wIaP3NG5nbZ{`+70$h|gfGyVm}*M6mAq=i&cdLJEAip9S78 z0~jNOIRn17ecei)nUq<@R=(F#4y5gvpFR6V%qUass_|rEVnUCn&(&c?6hM88x97?K zm^tL@%WLFFB+xj^zQRB_NkU3GXU?twGAiK!YR1Nl{?n~F?FIF!-$O$fZG%Kgnd^WS1~iVufC|-wn$BSQ!|f&?J1%G(KBXb}I^RvQE9g zHhnyZ5VA1wqtf#&%-u)=orgBjxfu0Z!|3;1S?4z~w`r`{OYde~%Y z6qrsQ!7(Bb=gs+04Fwr+jV5RIo+$cF075uyPUn{H$$?M}0D{wXHuMkRWL~vA+=vCu z4WtUgKvgkMF?|Sd`v`ho0uNohvXN}#O!F9fC5$6l8z~q!0{7@WFkc_O!U#5IOw!kZ zsNfTJb_I(VXL2g4-X40N0RTs-1ZgsBwGAYF0EEX0NfV6mC*Bt940Uy`6e#J+1^>?2> z{aC{M69aO9%n%Y8dA@7lf_8FW&vK~L|M$*LaWOl-_ht=R-uxDb;Dv_bfR{9~ zt$AR+ZJS5|3c?^Tn)@f1m7VRsLoYJ@`(`Z-{+2!VqDRy%N|X68%A@U)uA#raAV*K_ z|6Vzh>+#oKLw(Tsl^~z@2J(y*{K)_7Pia>~cWm*S5RbJrjcB3#|9f|I?jWm=IO3U^ znRqmO;lSdeyUU8N^+Q?=S35&;^76nuA87Z%`4{tl3Om!FCa)+AvnWegGDC?%5tsr- z3ms8P2!)zLwII?UI8u;8hLp9`5hJ!jfBNLm;I5aa*(mq=re6qOsO4^e#VtJ}mDnEC( zx=v^`!biJq7Em3>k}hX&P$#T!>R!{P!Xf}m7)V9p=dcc{w-)zDTxMk(NE^lbLqmHY z<@X>2xLmI8*~80_x$F1`S!GiLhN<0aUW-r0lW?zDz;AP#?YX>1gJIFpo7A=I^Xuzf zvHw>O>A9$D*VUHVF+GmYM-!CpTA49>s?oH+eA<9Fiz&KEVE{&Z70=}0*d<@3B+i(m z*$O)Q8(6Vl}4i}Mn=BWpe4e!|2Xl~5^8}d#(5C?fi)Q#nUnuk z;3~=XjFbc7s%d6<2Co`a3AQ>qR~eB~g%=Z>J73^ce5F-SWzlkdW21TQ%F2q~brj)|j+W#=V@RgapFcP#&;W zjG`212e`y6Da8n||@$ zmXOmRdvSQtvKkvGLUFOU=mHBqaJRJgAt9bG5{c+JCOYk(Ki@y2a7pL& zCwr31Dw<;&ViF~hksUuY-FcKBh!!TnM#roLeT|}tWYav({tny}+!hN&Qy(@x?L`5R z$z&5nY(>5kVee%-aRl`ogJgK?ilVHg%oxp+anw1| z#n@G7IfuO!tFdt89kv9UQQ*&5=G+HMmBCTV%K8+25VNTvVLxIo1LriZF7#82ii;=t zwOB7_0s*k_RM<~Ws$~2gy$fqf>gwvIMwt)e5g5>hs90u{u&^*TzsAYQ33Pq>!L>Bv zL!rV4?b~-18@uM4ZG_8kj+M8jZm<1VW(}Hq?&wRv%Aj{*NPc@LaG#=6~xShY(Zf zbjKPdl5f%J^r-7?GZYQ{5(nfshSF85W_GWZGB$4>Nb!8X34WO5&0}V_#KGs-R{1c+ z)iLL_q!o|GR~52&?Qd6q{Qlj~DId3PxSL`Ts&YYwHkoF?M<8{p!>Jd=%;bZ6H2CWH tFwwjRK>mL@oMijt2tsK8d5O8VhHe+Ae;m+XKCFkopf5spH-8>0{0Hi9H3t9y literal 0 HcmV?d00001 diff --git a/_images/31f2fb275604f65e95eea270cb5e204ee968db9bec3c7719b526073a10c33126.png b/_images/31f2fb275604f65e95eea270cb5e204ee968db9bec3c7719b526073a10c33126.png new file mode 100644 index 0000000000000000000000000000000000000000..7490f64b9ce213ec63f8a36c2f2fcabe79b1205e GIT binary patch literal 17221 zcmb_^byQSezy2r!3J8v*f*^yU(jC$zqJ(rvBi%KGgo4P>AR;0SQqlqf(lB&)gOngW zbo1K>@Atj$UH9I#et%ro!s9sm?6c3_pZ$sFc{Twr<;W0;(Qlbw~Vla;yQU8J#tqq(gOCksCdJJVe= zCnr0{$E>W@|7yTu>tM>-e`}o`pdg_GS0pF}>pszwtwKBocKu$p@8^VyODAw%_7;)L21Qrv6KK$*h{EXy(|n!3^#< z4}S#?V86KWLgr0@e>}_pf3%gyF;N8Z@af%aoQ|f4m0hhdku&nYV_(0IQShqSI6Y;0 zZ$NSW$)U38x$Kh#+$CoJl+7O*sM^$lRWedfN;pkI3Zpl3F{v|r~=<*4Zpt}S@ z{fDiUmJl8pcn#_nHi9YblITCre<+!AqO2+Eb0QwyYm|!7ioO`Se=BS5ubF+Gt;0`r zu!){D{_e@q_?B>3B%|_0=MQfkD{!y~Mfx6QT-_{%@EDAOz|L1VC&KvvXcGa@m4ivk6s z*T;AWjfPrC9+#rnDvI&{w%}|IYIoB=bFXd{Calf>@N#R%TIU+R!+DtXe*Oz!QvNwp z&OX<+Irz0yJ+NJCD@Z7`5!kh7`8!1YBFc^fvDlOok@snvS&XIm?N2s2HH%eNx_(Hjzb#- zYFJj47W?j}t}D0)G1{YP7wcf3yf7ZN^{axig)!?cQ%~3*7pKJ`YUU1>c7wn7C-s>u z+MZ9=Su!Fo_3+dCjHW7?_49Siw^2Q>69+TUO1O|{I58nRv?g$^*7gX!Jt7xhX}CP6 zeX)r0JB^>{WZiAC4%4FE;T~>J#7~xIy$l{T<`22B5@HpVQMa=q>&ik0BG{x6T};#$ z@$4tb^yEm?at~7mG1Y%Y+(YkE`nAr;z zH7Usg5mv&Lx?PPnFT)=QKBm_WJYvHV9i z9-+t_Uu;-#`A_CZ9G82w-4+hUc^Odu4%dXITv4qXri$9SQVl(@Go(5Z4m}TN1ylb; z{{s@5X(1WHQ}qIt`&f2vEAKmG<>=`-(DQ8_7vocst_UTK+>^%{cL;(V%)LPhy6WJb zc-s9lKh6bw+jqm5+fs__pQILu>fTO}JSUU`vv2*k`}!yUax~0T+;!11j6tqwg}a)A&trXT&NwfASLP4vQtH;5gqd-*9ZH;v`4GiS&0-?&RDrG4F4hkqSVeKAXR^p*7!lRj{IQO${HKiFKMD-Bgm2 z7a3XML?S2Q2|}+qtVYys63yMyX7PoL`l=}VjNK0ghn5lJYW_Nr)VmQ56n zZ)s`a)U&s@kJc^*TPu|`TAkfs%AKCIBc-xU9?biJ(~0Vi&3MadpI~4k8$s$1TwENS zz9LhF>eIb(&ixS3*+$KI!eF*~;y(Mr!otVs=)}Y7f`V}Hu6THOpwF^*eNvK=R7U-E zmz&Z}3-%=+d8y$?=54fm&K@@$eAsx)&(BZt$rIh3?FxAzGIn-$r}c@$oa4vN%jn~c z8ofCqA0MBqcuJ{3pevdNwuA03o`SorY7F02i%|r>qas?h$!M&R=G58pbt!r^URKl9 zr#Z*S)e$idk4lN4n{W)0pFceQ`n78}C@qoP)ma5OA6hqT=lgTCVK~kfZTK#GNd_88 ztx;}29`9-hZq{PuXcoOUO>lc3FW~YaA)!m;3`5k{*B7Unh(Zm=aN^F+8T_hU9_M%L z$ZOfR>S$g39m9CY#Ypa*?I%L?2QA{=ubf=y=zar9)YFnGHDGxS4Xdzhd3trq< z5_@I#2D}#e8YyrJ;@7U}mz+7EQ#@a9TWn$fFOf!PcgAdtPgfG{XJ|A-bDl{^{KE72 zXytaU9a+WXFB-j#*}P#jN49ekOo+JK`C0YEWNC@GU!)mYToT>*BrSgCrZ z-KWU=q=LozSbEk1c(vi{?6Nggl<>MQM|Sj35Fkc3F}&dG|1Yt~?c{e?@bcudR1%gX z$j|6DfMDm`$fA4Xfy+}NHr`~=aXUtQk?bd4uPWq+(Tr5AEQ@t6yqmkBMzD!b13nqv zgCRI#N12ZIuQZhB19! zke7FTH{rw4)ZIQ`A>;=8x)*4)%&c>jaFer~WbdE&;e!G#Lg5*2Y>PDE?5bzkj#+gEzX3$lbqDpwi1i~D@q z%FC5F%%I@qjdVVizr4A^ID6P1E)N#M5o#yTV@f#TqPMH|N6m6~Jv~)ARwwH9vBL_S zTC3pgN#C=2-xIgJ&~<`8)J8~6C4905HUf2F0|Nuvh=>Rh5|SJ6-HVisZ@#x2ACL+P|T$?k)Nm z2vJO=m5&NhxWQ zBnHg~L~>h0gC;T9QHd?Oy&=-wb_c07WsJ_3&!Ts@5VO7VyjH^d zaiFP$y&Eadr>bJB4Pwv==iCT!yp=>XnK2ou-L??X1IIRC(VIUtBWk z=NxscydskACo}Bws$$8UuA~oO2w=pG)=rG_5uN0aNm>a84+IzW0P6A(E^|hH$^%`Su-ABx+ z;u@R&!Y60ne&CUA;omO20T1JL=OUoi7CKD^tsg$jod;>!<}|Z3tgPCRQ@5-LHzN5G zSjhEf(Bx@ZpYuKoy+}ZPHKj4qeD)ILh~|U;izBuHjyUzg5r>amR5UQJk=W+4@)#{2BmSv<6)P=k#Yj`I@5~EG!D92eJ>?FK7Bf_W{aKtRYF?v8Dq>ts)~fFEiXq? zugQ#((X;?^XqV;B5w?3)Sb8@XrZ`Z4u1Saz2*a{d6*o#KE5Tp;!o^n3fgxK4lb&z1 z=PWNDK%%lNSaq?N+_PzQpXpN^5GXQ6a{#3?opy7qh=2hWmluLLwn=>M*=IRbt_!a-%m+R=E4oG%^jWyd1Px&QsR@7i6 zwV5m)cK@*7uc@Asl);WSL>!n+MB$On-h|#G>{n4uuE=xnuGawhIX*J{C?HkBUdh z+Ew1pgZCTz317v+MT(x#Zx8D^D`(z_{^l4a70se^FdM|`b#&>>qW=bb(J=$us%&1g zUEjBMGPg1bbF#iww;J&X&5H-(6-LTg9{cR%d=+4NcG(?Qu|Zd(@3@9$=3 z4Id*{TV@*kV|c7@;}TK7>Q9$@=bz}E9Q7c<)d!?ur?Xz%wt=Vt1>h4vp}qz3E!Yk! z$WYCK!@f89HyOQd?vKvcXeZUDUS7f&45o6Y?|Cq_&{1V`oGlu`!Xgj0=2z;y#D~VK z69hcJNnmyxs@ATqc8IrUT0)|6?e`gNpGZmdCQINVb(5F{9zH}RB_%y~1Nq)1;m*e$ zsTE&iWfxch#shpg%nkNDwY~78y**Ddy z-#)Y4v@fz_+bl8ca<^7NnPxU&nS{x~!2z^fKnD;*1q@?;)wRQfqg#j1MdCZ8M~PC7&sMa<0zhVkO`Gf-+?8m$C{ah zK23LfRnQt0pdI(AlLVePvo4T&c~wxWV`PWm#{!u_VeN?J80XB`l@sn=T554HhaUBD z{C3lxgU@|l<_>1N4%tOjnosFPH-LyUtCAMdbp7(-^h~REOwY*bcgbZ*2$~so+>cj$ z&iKvs#J97ulm+)q_1bMr4HT7%GF^RV{!ZT(fjBHSOSd^FoIQI*vjOYvUp$mKX@ua^u| zGhAU;FRGcT$78E~k`_{(u?Po6Zf@>8-RmKg75nZ)312fo>4IN$@M_Kg1}g4_Mgt)f zAwE|*2fP^o7Z`&@ON(L+ee~6h#M|~!a=7?UpLgp|2PmE7l2Ml@)78{`&rKIbTY~tA z_KzPQFgwNEnQ`hV7&qvk*sxx9qHkbxwH&0jIX^C46;ONzs*kBt37Yi^ty7ZONf3Z% z=e(u{Tz4K4(0J|DRJ23m`K59{thzL!n`iN|oz9|3rK>3sLIMk9dFVqBd)|$VEa%5j z?Z4cp>(3Dh?*^veAfEt5v5%Ajm~pS%LJh8GwAEtDvH_tIAG`&XZ=xA6cMs0`%*ruNah)Pgcz=Gc*BR=v{dN)>==iyPCa zU}bCU+$|(oY$mG(o6<}jGLwQuMHs!y%Zbk&r7E91LYqDUE_c9p(q=Qv774kukyV^r zN{6x$nwOeb=u(A?q{Dkr<%IiKmpBPfku@MO80_6TR zD1U!yz%O>D28A3tmazT-|CTUt_k4gutqo#hzJf zsX!Q~!I^s~X%z9zU(Jyc6>K@CaVz+6c1>%MniA1ZsDaG%Nd=d6r_Sx}809-wID|RX z@tn=v-S~sbG_0Q0zKV`R4mp`|gq^oHXGXm6ND<`8_JZ)N-b18_^We>Cetr?Tx>^Ow zll4J`#XhhuH72pwn$bKs-g$w zhYHJ5m=?EUBB1y+MkK2q{Aqr^_PcR-;TlQSxpu><@nEtcNKTmKSJYQt7??me^{Ub$ zgwc2MwlcHhs1}1i#Z?FM6znSACejSkGrND?=Oo7KHLuN|-W2&=w=sUwtgtaJFG~gh zQfg<~*6D~`i7%wpk|&(l#}$C9+dlZdZv$g+pmQ}+!c%v;p55QQg?40^l?4kWjPA%5 zoM>GRN#nW`A@ic$1BT~q*4erc@NrUkA4e`;Iie`5Ssd;E*)7Vy;$Y*qc7k@rhon!3 zBkd>rKOg!<>LKfhYTW%U{nHSaKijr0UR7l@rur45ZQdBZXi(DAq0VQ?2-Y20in5Ps zZJwC8KwCwSZVa^C^2A@aIuB54>gv=tlD`B4JNbIpM0iW@>s&&7tZJmZl*L8nZw-=I zYByUt5HKX)U)d}LbFJ7i0bLv}G4#tRTDJY$t>Pl^dJmO0mI2nF$ zRk{#yo?NY-G7W+Ss!FJ>4W1Bs>sAIpH4o*Lt*y;_dC$xYk(vl$2vikRGM6G%78&XA zaps5Zn2)1w(S5jZ`*2QZKR1us1I*8bqeWONcfEkW5}|*{@w-%a-CRJhhu_i@Lv{dg6wmCo`tL@(VclNZwz3Rji1@7jgx=9@#jIH*2BjU2nN$?y-?4D|0NDc3cmT2Mr{8kE-q0VTV*=*ma=CJZ$L;cp{$qJ;Pmlf z-AcZIO>sRSG|rH$rRS$F_u?O>8LM2~Zr+)x&K^{toqYtw1Xx}if^B@Mm(A5~cVno! zYR;?1M>$IHXzGdZcpQFhl6N~-G7&Vu3U`-}6BW>X|wH;6nBC!?%M z7$gNhJ^?+>dnjL-@``FnYhlgR@AC=qDBQgY<3(C`6}dP);J61M5y^Qa?LJgvQMYhV zqoKhpI)IQt8eP=bRR8AEV5#G8mHb0CJN@0YIDQlLMd6{f_PO+1)0>S$bXSfv-7L(= z&x9GIlEu;Z1FzAu0FhkW9oEZuy}ursBaLPpaEfaARaY(KU{FeVG8a2pS>Pl9z^WC% z%mA?Jf|*e>y&ZCszs5a8gM^%%(_-M^*6h!?}S6AM^U`A69F}1#!|_%{2Wb$lAbdm+4k>FIyySvKm8fQ z%Lm|Z;#;@eelxPLPH@gHjZctHaXE)2naQFeJmQxRxkSbF>8L_@3PBWA$ zt!~>@0_9LK?XP3moxDN(shBtl(&z~3y3rz#@I)iNgK z$XRte^1XH$Pvp;U;fz@EFp=S_Wk+poZ55rZc@$S#!9jq@QCeAO*}M)hrb(x@@28YyB5|g9NlTdwhh=Muc#0MQSpA96HgVq zYn}D1M;b1C8P4T>bPt*_?O%e*I5Vtbsi~>Yf;MlEkv&O$5@JEhAX(}6VD0+sw}qxK zvQH4MuC^h3sa8kGCitmNA#LKh{JG#{Xy==RIVagE6>5eyb8LrWf zFQGI4Um|V1_otY}fz{rda9gDeYJBMzVScW}dI_c?+IE509EZ0jrvzb7_G}sf2td!5 zw3kY3xJZRZfBwE z6C=z`Ao`%MLm4f$U*Ef9T!3^t5U{hlR71Wi7j+sO z13T)MKx0qXQ|@j<2;Tv2Y}t7{L15drr{<)M8N_)?nKvS|`avQSRCc@&{5mW;{8K{R zZwWtG@So{V0Hgvun#=jw=6trRWCsY@v*PRS{B!=4gqV?froi@WGYSYwyl*dOs9e;} z5%oZ?k#_S6HF;ujlRbi#Ufm>b+xi)D+VciAq37{WQ$7-V zawu7`7%nt~D!_|S`}Mk6H(Ko4!SUumv-x60V6%L?^-CdljN^JGP5^3@ zixe@tK+vFH_mhhHT%XuD3i;(7F1wNBP0w*|1EhM1Kvz7~Uu9&;}XhuAf}?6oQsAUq(B6?7enDNcDuL*06vTt+eJ=qcSQ>d3{WtnP z>RvRD%??0q|M_+U&RY0K|59n?_YYw_RQ25!25lh$CoAji@nj6Ojy&qb@Znxy9sU3) z^v)k`?x(R$t2fC2VHG4x+D5-lEy^Bd5$C$CzT$TkQ>#S9qH zD&gm88}!-mey*~50O|z^8-rWcvF|WqS|Y%ysb)WynKa<;h@;Z@k#nRb=@A4lzva6R zn#&nwsR54!%CAHEV^Ds9kd!t4^Cp?few~!*uvX+xo7B8)bxA=9P-KxZNlu_kD?&Me zD~HN3D*c7lWSv_`%^YcFSJmOB-kw3Qb+#TpQW4!<15nv5=GA~8m z2Zh)C@^S`CNa{~_DYO9O@UHOlv#sYhn|bZ?UTIFO)t!-^$`GRPmLdwfPWqy>skfhY ze$i<+5VZ(Wd;3C$*mzTsN%=^F=^1i0vBq9I!Wz%}QksRU6Xr}5^4;oKks2^!k!ev}SGN{_zMphmXeXoKnLY!}X#r*C3qnJr>ey=K!Sq^XwIMG| zM@y3J^((wwN`FjGeD(hD&!OBK7#q-+yb~Z9=lVEXMiPl?Cp~9l9F!mUV11*+_gKq! z&V5Ncds++%-bjz?g{uGwNCI1BrtVD8TiV5Dl?*Ud>AiW`hy*$OR{@{Df}jAS@D^Y$01O+yv4Nfc}*=4qL@0S4fj(~}TD2aBezkT=u z<;todH1{jwT?tcm`3N-Foi@v5Od)+bt8YiPZs$&54rSaMA#+&S$x3~LrWWcQ)<=?majpGrscqOMN zc`m~-ohC+8m2MwDe(cFmNIW{DfR{pSU1^tAYkh~W2D9A;>7B9+Io3A(2~L$aU+zhv zs|L#5I2jp(0GRzkP3?&<&UKAqGdNHY3iD;cY1AxZ@39td?10lC@yA&2L|HpZA>eOiCx;L+NZXy#NaThJkl>_+5N#+k_+UN-*cC((l zVY_;5n3=9Y%q4u0zUVhhc$8c@acyi{k&J(Cp}+QsAj@);~pWVr0B?IowuGbeEvr*@vjItX|z1& zQS1PiN_=d548!zVs}YbhIN-Nm-6`EdGwVEEBV9y-e1MoTTa*@&pin1X=>u@hwScxO%@pzH9Mdg*=;q zF1>V6+cm<1t@&J?TSJ^fbm_v9l9drYey;ZbDHoOhJ?7Au2Z?p_3lL3Yl04?Z2cii$ zJTYCLmU(P(A ziG-BrkAR>7$Rb?dfiQJ`iijO;cQL$x2sP=H&8Car0+0sP(hd07@pk5iMkkfB)#H)4 zq89mTvQ=rEb(g#VWr{#R0>;uGPzZ8&!2%h@JM1I&Q&1(0rTUE;2cVu_2d~cz?fs67 zmu{wOUa+6VD19Jq9OEJcG}dq{aCnDYv|@}7AZ7youCxdwa^4;fK&_Dmo9Hj)22o)r zD=UoO@mKZnHy6PYt!&;$ltN>x-y|hjx(q4a&$K;YVq&_-!STVz=Q09OJn=nlt>L=A z>wMMqkE&zlw@B;pU62{J5X-)x1ffCa?bZYPKrP{i`kVo1I}k)lUnm+w1R$mf1S=@R z1SnSkf&KIynfUtx$EzTLzX>WSA#jgCrTz~va z|I!i>}*`Y7bf**_{q zm!itBnEx=RyV~jydTUk&C`a+!=Dljzgt~WhIHF4vn(oXfiH-y|F7Z)K1+xgnC;J<3 zyw)f&01Ex`-g0?P2})Qn_bl3@pZ@^5iIkPLLG9h7k@t*!Woy1{9UMYq|-CPK;4JzMm9n z0k|gXkp12y8ti);AeQLLPAdN3KRsUST}pN7*HKre>r5B50qa3CC8HKv=ETdm*eY9eE10B5*iSvOX;= zjwuVEi`PBM*B-(oem1iK;6w6?<+6mNqy=!i2L`s(bH7a-$^hNu%@{U45u;f3(j5AB zS+=g;e{>Be-?J*H=F|m}vc+CV*<_>10A&S_I8rRwRD?9uo0Hc)0O$jgh}7BybbP8< zxb95^LdpAx1S9ruQnq*2SQ1(=tLyCoDqiws3 z(X%G&&(Hx49H#bUH)qW4@*4rxAgG6{*9V@90%4|fB7?C0VAq`N=hFY8W&5rHsS4mMi5JG0qQ2oSb!b4B_=@Kd@!F@fo2cN{B@U~8r+%#>Mi7jpnCSR`*U(1tP{Wk zf~W!DAabq3ISRm;D(K2!8@%-rbbQVGp1y>uf(eN9fUsTnE08_d{-b3hAqLul|Io4l zk)QfQ4c7ojzy>tyG<)$^ehsUmw}CPqh#i2+%{aHcu0KOzajTv6fuLYqx?HToxOHiv z=P}ZBkiKMRVTf*mYn#$*#O1^0U2iZcGoZ9%PywRUc7R~!XcYPs7jq5eXf`Y+ddnLd z-yhcV7P^1`e%ChzmLyO%=!uNhFO_=VtttLs!%TPRdJ=V^gEI$joeG_#*!A2jG-@^* zD}DshvR}*D`FVpzK$ja39Q-vY=?!?wk#I@30C3PiUjqnGqFUSI5|gcvfGdZVAAyFC zDj#_L=m8_e7cXFtgGv#X5e7{$);;z2AlFBQ#JxIl1To3SKluBH_&GR zgE-eWC>@XCvqu0ia;oKU9yc{F&`yANSDVg=NPLw4o&B`m8rmP?_ zc6_K$aPYQUK-0Pn5O6&<71$MQY&Z#tN@7L?jpug^8vrYwD!P$E&e~do zC~s|`1E6z~l3vO3b$~}`3ZZOHkqXkN_TaZ3E4EkDxeTJB>ro{0iD@SQwVHTe0my|p zMf}2Q=1)NS2t>C}6%-bIiG=ThwVjyIh9T(au3hW(kEdG`R+H6or+-PL&RcP2FDgJ? zmWOr83))WbeN_N$1~ocN9Z!2~%dM9$CTN`!=-9a1)8vS>7~vN^%qr-82$T))AN1Bp z5MP)$&F_!YLC-a|#4To2{6auZZZfrx3tO6`{}Pkc$`y2#2QcjLh_PN>S{uW~UIaka zUL8jun8+x2+1_HX#^->t4p{PCJTjYKRnGj7Y(rjk%xvN=L{cpcR~JI*2WkLpgn(y^ z-wxVmJ1Y|-utaP2LR{TkZ^|_QZUliykg2P`H|`h&arTQBngza0Ec4;w=5F^h98GYt z0|cQNL!b{{C&GpF4&4JcC7~ZPg`vYRJP$+E%{^3?(fgnFJ;Lc#<3>CaFeK2XN=6YK}x7X@}~KxS|} zUImCq9tJBU;2%Ny&C!~B8)Dv3sDAK-7h>l3!zyduro{p@$`i;6?EaAzfFW>`Fj3ue zJeO(e?7RmEq06T^AS*z)>|5tvEW#r^vS_Hb0+Kj@1S=ZznvveQz?_0YxS$*r9<5wZ zcICnIzuC48q)q-$NgS{qP&X?oh^%%(i8dkWNBENM0wz{~6KJgDJi+i3lnXNHfD*bS z-vv{8zFup>3l4q+Lz25bamX7Y@W`C)Qp)0RrzdLz?=-_Gz6|)(oP7hr0jJwQ1TR{b zGBmU`Y zn4NLOg0eS8QVX(iiLDo^WV-vGGHh1F&64C}QK*)~CF1Wm*+^>B`pR9PjfO;S;M=zN z=*BNPpTOu}f+ETv&>7%xjP4-=Wy71$&iWW3hL}CM3loF@VG+l#1;OC(j%JYn(HnSl zGdLT=^6tt}3=~IErY{N(dckYC+MT(}e^j|aw$#j7>SAQ3^!#EQVIB(8FnzN^p6wkH z>grVEzmaE$gY!wU*?14|+F^g?%1c8Bp zX1yucYL=bxBrG(A1zNf2rl!Yhi_(&kOMdFlAFG#SII8kK)`Kpu!KcL>N9W{-zSHFAz{w67@YIZZl`?|R>5qViz0$N&Hg4>FZNU?cj5F@X&PB*zqKI~w7xTo6lSX-lz|Jk!=OTDSMMW)?(gP7NQs|GFM zwAzlH+&OwR2?4|pwvMOI69B&SxLj#_a92D22bhf_U3Ixw9%m&#Al?ro{hF3mXwrFG z`256?fswKN>}ciDqeod7_Vh~ATe`nGd8fI65wp6-P1^8&;kC7?+^okpU2pI1<^?2q zaJl2+<3e#q>(TFxuwZb2>a4@_`6niJaMsfvywGi$;TmsmqxyH(STcJAtK4@vKrYnf zVOumB4AzPQWV|997?(-sX!chv;YI5!lNF`xCLI(RLw{J7-K#B*z58P?HGyP{#kGSj zOwiEjPv1h$@p~c~8v<&%=%R~>%cZE_5S-_eCNf|8!n}YY5 z!l(-~vxQ#og~!IWCyDuXO_1NZC9^SArCH@(5)j2dygZm45Ez(Z+MQs!PRV6<15oo| zRdqKDH!8OYLnwLEK~@UM0s8usOruvgNJ&X^UY4%s4EqjR822QJaaU8T=($eiP_PLUUExDEsCwIa;%_0-i$>|(T&isVL_Rh}JMz-Xd8j;@KUh`7v(0NrzPA)&YzFu5D{;|~4rzjaPv7bLv z=)PX#cHdi-adYE`5L+x90{ykIlCNLCe%487A6Y}v%f~&f@j6`scx*^>3?^X#S!cL4 z-zvC2;YcoMvNDu=kDmT#CSqT8+)-6eWTS3rD3_9*on8C&TFL5INf2^vZ18w7aAT=I zgUIt}hkx61y4v&4Ko&9B&5sp?c0UG01!OFb6w=)hKnh-bIa*>#&RTQAaelU6BbU=r z0&EHF3Svg}Jg$n5dUh51m>vlt`);9q?aj|WtjC8|OnGgmsNT>?hu$D2cKm$?{t^E1 zqe_0FdHPsFHqZc{r$P3+0#yhNE}IDo5fPD4Dt?EdQ!wRO zm`WfEuas|o9eEU&?}&ZnN_bpc2WT6wn9}_1k26S0lY0ZTmIkwgJl! zvzqS)Mp(L1Xx8`jT0lSm`3W8YLC$cu4LC&C8Oyua&RQers0R)q0W%X?$!Abd9CsYd zP@vh`-qtL&nT%=n+8tCMS=-|@Nah*J*CVo1d$|4T?c2B7$Wdd{D(Y3FfS%W(aY(*D zK+fUJ zM9(2qU?7L^!7nT$V1!M;%tJs=6dCgI9CPY+F_boCbx-Bxd4}?IEOWHW`<_01%BG~O z+ZSN23mvf*7f~s+M%eKL96}B0>3J~+#>?}=X40Y~L1=t)dz(}E zc$Krr3p+Y%rQH2+Av&Znh@5hCbo7au8c@sBUum!?xvl4c@zbpFX@^d(K6&-(YaxhF zbDJ{_rq$1$KkufRBizuWzQeR$eQbku&lezhgGmkQJEdnv+Jep_~{{ zr@n%AP}APpxQ5C5Zqtc zDK7_MFXZg>_j|zJ3x|*72gL(n?L8?m@?HA=6^Z;jXKMgghy!sUaX2pwRQ& zjpA>t7&+|fFHf{z-%Loe?gy0y+F&9NsNn(U`uA54{2%@DgpPA8{UIMrCf5yX@GC7~ NGE(xAdE)v${|}6ppX>kt literal 0 HcmV?d00001 diff --git a/_images/3c479c790345ee140b1f543b5c65916baa5c553b1b755c10ad77ab796b8a2c9e.png b/_images/3c479c790345ee140b1f543b5c65916baa5c553b1b755c10ad77ab796b8a2c9e.png deleted file mode 100644 index e672fc146b1188b926e333eaca323b3e605a625d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 17416 zcmb7s1yq&cwk;rtpn`~W3JTIlH!6*UBGTR6-GWFeAWDZyiFAW>BQ1?|OLx~>ThG1c zobm2?<37f4IN1C9|F74YYp%HndL}1v6O$Md2?^<@l%%Kv5)ukE5)yLawX5(+9g002 z{KxAcrsD9z+Q`9K*Uk`0R@cGC!rH;YRFBfh(9Yh}+KQc-m-!(hrHO-sjXfU=i{*be zV79h1X6Yx|xC<}Au#r@?M?%8ZMf^klDx6`8ge2l9CHh#=C1HKSRpZ0L#pU)eE2asG z8T}WXuW3qF3s2Ni@fV&`zm@5*Gk@5@N4(_TT_7u;l~n4Nw!ji*7;k#p?7r%oS%sv| z^N>kvH<#ufV!v^ZJ?>28wazx(qr()fuDkp4S$+S>%v!}7HO>T6;7YJh>Ks1 zh=@qrI1FOFefu^_3^pz?v6($5yj1~zbaWJ2;(3Hcx6n37UgX5~_CEVF3JUvNX8e^p zdPLs}gotse|6|A=UwR}}%Qcwgk_1ehiG(tZy5e{e&AxBpE6y6~`zpLA{U{_$=LvA*lE8F6%~Y-39>aXP7fZ7qBgbolHHvDv$$Rl?xVH5^A~i-EE5xN_&^sPK0TrK zt;;el*sg+7kZjU>>dc{HEi=WqCn=PKyE}=S00*Zw{5{GQbbM?oB=^I(bvnAq90^@i z`=2Q(pOsk%*_zHm-yK|d-*8UL$e6R?;c@sKK9L3s9%fS^6Cx>9q&sg7FRHwJaCpk9 zFxdAQzM{?1a9woPdLD&FM6}3by}in+=gimnF5dCF)+K@N$TPmskwmP^li}Jzk7GN0W{tL`WN$e) zH@?;3JeCpfoq4Gww-vgJ)2Yisoq80f^u0IuSo*jbxq}TZgV!yep z#@otm=gLnvDv#HSdd8Vc3!7Ww_LP62redLsin(%=Eq1`8&YP33-@MtGbl=?W;+|sl zzVJY@v$yYYv-0o|xP(oOd8mI?+xwgo{yD~W^&1yR#uIMuXp8 zo~>$Meu3UMYCO~I_`2qqub{_GKQE@v%IMeah+@iAEuum6+ZD%oWx8z2OMi7JXYcn< zKML=&2>ATtk4RcvJUq0zUnS-t)#5rjlsfp=I}ca$Y6}fJ@QpfS9&w z!llLZ>gn!2P;|X_FXoO)AESemRMOJ`$CZJZ+{%sFJnwS`xCugUi8*I~N>JRVtm9DP zG#?7Bt9zv7x_~DhM&5Ne<=yi_Uhw4_Cv*8U3Mm$Pvd0dF=jlP3QjXd{mU7r`k8tv^ zws#`jV5iN=uA}Wa!QH!v(egTC;xoUF)_#M>fLV69V)#TdPpjDqohPxkDC4k0AhA`V z-@wS|HaWSLg}RFi57^_gi_^{fN$jS5_Zk`+Fv*XZt|Yw=N2+wHFEnIzFFmfX&sd7j zO!B^P)zjAx3JarUW`2h-0CI_Z$VT@kREvxrT2BfvSIpn0kx%Np&QkSk?JQk3ey0gn zp4IEjrJ=FWb@~s-8~W00x;WDgpXSFl7D~q%ri9Y+lXfNxCnI0E`oT>mODTtt*X|y+@R?10 z>A-;E$^L3H%AWnF`uI^I>qaHzxvh--Q{i8z8rOK zg%>YEEY%AQFyIdF?x}|a2D&74EL6ySLd!c35sN=(_?>TykNjh|Gmy}Sn6uL|R`_z% zK`!S@nQnLUI;-8@@8_^yN?WJhiTtDGw$xypGGNIC&bAuYCMu)hbd&gi-C}oKQM@=P ztF>K9bS`vQRuDRxzJkxBrs$gd1l;{qI=cJVJ~3=*v*%bZ6s9X43fpTgj)m&rGmSnk z-~AGz({yduq%T#^S`n?BOnfL;Q$3#s^O2q&6;fjWw((H5>e^UY-pITfETHkvFJc0F zy&^KPZ2oO+k{9Qj-eW@9%5d_ib_mo2tCtKfo@6Z~<<0$mUgK(U_w$R%d4{OlKCXTi zPmX-*JM~b5BELu46j_)0en@>nrc%9NL8dcsTsZ4+Q%rPx&hD{;!}4nUf_!F;y)lvX z==^-$7qP8+bd?bN86K}H9cAKS))1W3@VbZH_Ln7=iiUjo!C>yVHyDf6Rs_g-dBfu{ zDLiz1+bH@qd3=(~!<{Sq$_TrAL@O_U35g@{O_S_`mI)^Os|zHH|YzjUSx9!0lWDSV_$#2>CZ1{ z$jHdeG_OM5y)zmww>8#mlmPHyd-5d9G26neAk>R-_Nvflj8jUI5g*=9>fC{0++k0d zc~?CsotS6M2w;E~Q#A-X@!fgT%9#%Q7ISpS>vZ#DudO9g+2e!`d*v5?4R{0cSBF0v z)lSlQ?5&%pn>hPvhLryj6LGg>)oZ#o>9(5VJH-N)2wcqaNCCB!l+@nZXyigiGy#8W zt-ioiDIhL;MJgVTJj}M!B4lNIJf85awn&2MckRP zTs94?ziC#=yx5k5qZGxYzH_pgw+nt`+JUcPAxa(dAR{%k_p=DP_*>#;!Nc*nAHiax zsT`+=B5vPR+dY>RM!uIEUF5R{hWM@K1+3;$7rWX^Uw&tz$S69wF(nwkLLmN*%#Y7; z&2=+HVy0@h+f_wHh4Aj(yMP_xN_(_ifXSG1;KRVcptG%oTUlpaTfej5KQni_8M29e zjditF!@JtmVOekJO$28D%R4wYmw>n`(BD%$;i9*>UyPbJG&# z^9ITFU+Ml0xrg{T5%l+Kr<(KBvHJMT(V|H;(Q_8pvv_v>S=!z|g;t(RrKa=abOKd_C-?SG1;H>XHo<39OT zk6B*x^~68IjEavh4)BEyK$_ck?uhzby}8CLC7QZY$ar*YtWxl0Yr9{*3F)C2*6FLK zDvzCFM9{QMk0JD;*u|De6%y++lbO({-QzDo`BLhprH4TGY&@IMQ2<6IC56v>ALA0gxZw3Fd$n%tJ`+ zVxB44aCZC_K0mO~o@P`=f8nihJQV$>8{@SpY*SOC=N0##Qc|brL|@@)cg?;R zWw@tDR6SB>SRU-fwEj?2tbMG0U`nZG-*Av7^r-IBC;F!lM|7vjWVMp>U(HgAoh~p4 zTJ}*>)cLf$Yr9_J;k811a-PDT@zr(cFvkSF|269Gsi`vMntgN#Rua6=g4(;f5O{z~ zc`hD+*Q*9|Iw}Q4FWUZob%OMJs`rW~Fq6H^$UCANgK(SWH+qqCE4#C;NJ!N4EyQ*B z66hPgr0$W8(u*>4iv^d~lno zf`UwK$l28aHPRGV{Cl(ozVf~3VEr`h8eArEQnC|nucRS9O!OxLbK zo|A)DHJ+bk;~U7o7=Ok}SNPBqfWsQnuIcbo46Tf$N$}OHS7y&|M?7(L%{RK~u5}#P z?2d0o7azPn*^K5PO(B$q{j}nZJbB)W+%d`(9s1*MVuZ-MdG4}?%v1_;t?yzZSSUPE zDZFo}s%mVt=Dy%jtsi9kLXq4T(4`Sdgsrcb8kxx#gQ=K;!1_Jy9KRMEYR`=tTF;Kb z$Zef&`ky`#8J)_+o{O4j%h;Q_wJ+@%8|=jP68*(J6WR^$b4JOn#)JKw!b0iup#r@3 z9^$>)_A7T7RiET>8%H*yJmFExUqxruTDeV?{ zS7WygZ`#JBIOK>CI*s_YcsSK%U|?NsNJDL3(Ron!C@?Hwrg28z+c%DL8RK5rkO{%I zC1R0YzA~);?#OCSQ*|jsDx^`q8O$JqM8t7zWmtGl@vRe%b_PsXFGJhg-+9WPd(y|c zmT7!4o9G6~Rgr)sd*)lc|MeoRXBO)*TLOCW9-+Tn{SLoQ`HJr=~`%D1&qTDQpPB_;lly@O@1D$QbKgS}f3 zq#?l?!P3|rFfgik77rYbq@iuabie$}<+-q=?0rg>Fq%4KV!%tC)8t-XB#jlXv$4r& z-*yzj^G58i!t>LE`r6Bzd9_*=g<;uG-Po-9A1FvtMt>?wVxH|mOryQA5U2_*&%w|@ zUdMKeJZ%c`P@m^1BUO2v_HK!%X;f4KDj9*;&)~S*wtf~dG8$O!pJ}DIUZ(AOf83b@ zP9G}zm0RwgV=){zwSr{_ljO}?0|^lulE8&6Da9U>tB#&mZ8Q{geC}M7BS*$gH~RZ$ zZ_PPT-m(KwCagA}Fv!*T#ZwL7k=etYC1hSt%V^~!;clOCY@J^mDn;ow#+6R#c=PZ0 zDeui^=OuTn8sqLP5i^21MFbuH0vp9{UbvkXN=&!RdE)fgGClg|H)?!vHkU-QvQMgKXXzFWFFK;7{OU07eiO$5Tf7=6`t&Vb0LOWD-UUB?a9{@p8Y3J_ z&sUq;5L{Xr>ps(doqaR4i-P0YVq;=`m#{J37FXkhbk|3s0#D&Ac|0+t)=HP5YYhAl zdV^i;G?XacyLMD5<*F+;w!w7YLq;B(`}oFAl7j-2RFgP5&d5|$OYene(@bt5v&W9q zy)wEaV!R&3%qexBk2uM-1vP?3cKQeHU1~oc-c9?~y{x(!9(|k8MP!`qBs>2I)BbcE zGBQ~k8`g&pA7<0>UDTig9xS$+hy&gX2LdkP(obW*cda7yvY#terX{kB+Eu0?vQ?9P@ z3VSIT8H1C(W#B}@KYS3~oU9%NZs@Hv;Q^QXfkjIgMGuK})#JmBiP7(l4AkPGbu%_w zeNS0lwg=pbSTP59p)ML+c%gFabRK`1*1?_EP`TMqpl@WH$j53C6H7AR_w=dfTZC`b z-t`F_XZ0Pu?xt*aBNf@!ZxlOiVdCW7-!x z1T_~Y=HP^1rXLQZ8dF`Yo*(MAg}*;Uv-5p*&t5ps?!GqOM){rsA$z(Edunjt(ue)i zv79juAbAkMFi-~#1lO)nLQp-Jr5x=d2lG%Zv(l{3Ng(5Q3XhAEo~rSD>X{7qEIct$ zbL}qGMP_OQBSC(MvCHclUtGfY%irg<*$?^D`{^Fr9c}QlYgYOO2Fly4a&^`Fq1#qy zybcH;7$YYq?+z1F&STUAYL8UFB^)An%#K1H$CW!N5@CxG66AFIo;0#?5VQ--$eB_p z$O7SWL2?R!ON2fpR*pi5DdsMxpXB1}$)~gFm7h)ZsWde?Cb$+84JvI^tfcc=;`^>S)8$Aofd!0s(5bw~oPwc$%NFf_y)OZxaxY_8@0 zrP$WdTo}8s_qA+wm8q9vvNyOYl(U!s_WikWeo>vBO)rQ#RvHcQvWMX zCZ@OO&G{1lr&$G?Fe!S=v(K^<{uJ4Fl*Hv`Hh*&-v)_g>5#Waaw) zOu-e$LC~zjxtdba(p0px0TI*^D6AGEtZ`hH?Wt0c zNP%HtOKH(svxObZ)HF12EXPW>VWzkg6xz3>MVp)x;a&tZc3$bL^`@)8%Yt2V)PNf9 ze|=_Nsz~r&(~XYmLoJhGEF@aBW2IC+JO0ocEhO1 zlwrqFt;yA#NphbaQtuMDOQo=0A=nd0#?ccfIp|pG`Y1R~ki@ET;f}{irYV|gaa(aP z(m;;+B5K7FxyjUI%6@R*Asm18>kC1W{vQm*#*{2(+QX(^*H&4k^K=oAn4`4Sy?T}v zwG@0Of?ifvv?;7y9`>xBTN`yu`&_w6TKez6^rld1e!Gv~ri945d|G)_2+#B<@f z+v8;7gU>n>O~a~YYFOsTduT(68ZLp|NAx3pyfa{6(HUt6B>{DB{fhG>#`(!(9UU~` zw}FbZ;99&s^}U&lqWXN!+y92Zca>B6~-y2^&z7qP-Y; z-iOulDgl*}cGPfeA)m&8>xY_7L^sIH7E$Rs@`-UGZvSa#*mbS>T@j;7CH`XP!!o^t z4W@AdJhZYYt3|Ymy*}xjm!fBp4S|xJ%D;NYJdQoZ_4HqD)^Z~obd!$MRBwIieO7*K z)Q{Ph5>NrT3q-}4^Gu{k<<7;_~xaU^QE=U`BBPZ$gZfm@{V$B9^JFPyI2l!=tIW3!l) zL3)P%N&IGD2>bb?lf!^FH!Yc!M9*SjT8^`J_1+g(c9$A`(VF=`U%lF}KOEmp%{_T- ze`QoDJy7yF>~76Q6Nbw70o3p?A>Zum2G9EXtqkE$>*oj+*P41l$i+3v)ge6L@|O&_LRQ}~zB~LB zHK3X;LM(OQhdW0d$?|<3o6;vm;S5LDXe%+XZFqphVLwUp_BNULRjMW?N)J02IPs2j zW|bD-ey!O*+Zbn`M=^iZ*;lo}k)t|KIFV)&X=dhNkdA8hE=<_zXd&A7f?}vIt!aMo z_HJwL6^?0KE1kRN(EMzJC#+3gXNh6DxWoj)UBuL{cKCM1cm0kAGZJr&>BQ@kqtWyP z#&eOKPU0%29{{{ z%aSf$ZL29E>>+w8J!)7pZak9h+sFk4My>=%a*4h#vt*EBg{L@7=da&*y_(A|Vly{) z{lt4fie>CnTvTx};}%XPA9OJu{$8Pc$Fk;kI<2emyh83T?w)a9UYC5ECD*0LwO&S} z<3gU49DAX|p>O@$Bu6TTInoolXIM}5^#!+HLG*wGhlovD>S570b$rz6S$ZW~27AJC z?$|f-1Q?Y2tMQ-9;JB$h@%8ID`7TE*6RW2+HuHd7k`!x~oi0;yH3Y5ZwSIM8)UN0X&r;cXJ94=MqNvo`nS) za2xWy`)KbdxW~)~rXQ8LY^d|TRy^6^FL~;T@zw>fd2&NwTdpRnd6etfnf=T`sU>6~ zrVqw4wQKKcOEhj*`-oQoi%Rbgm=t1Zmx5)o?*>vc2l=doY^WPmxO|TEgx#~E;KxJ- z#LVA?c>nnEYFNwfDf7c!Z$?$UK2Z(Q&Lm4d&#Du8hYgJwwu^9pmH^~fh!8-o2^RDC ztD)$bi1<~R_^WxfSP(^*`oC$IaBjSU{b+a5(2WQ&%1jSTYK7|aCE>*jDZ9d0M$}J+ zPuV}W2IAbhJ$vxf4Dp%;1;U7x*23u!7M)p9mFn*{?s;0QRtXh?Dd{(Wa1+rL{T2-@ z)OKr^JZnh*O(H$DCwxxDB^)?7bYLzNvCW5KZtVa;dH9KvP>{GKETHA>dXB89Xg9=T z9%C(US#?o7&I*pJ#c%f0?f;bMVuhS+=FT1QCT`1LsFz3Ro$ho52nc*Rz)NO-Ji=}kf;c_EDT zU!!Vqu;8IECQtRUhM0#&<;;(=l+q3FF?UY_E0U^U!sn9t-Rp8<57~6M8#Uq+W&iD+ z^)gJzHw*@#S@MOI>g7|Tbd0+cUM61FzXlki zUo?v-S81YSiTaR7funswryyYEdqw|D{FwOnugi>SqnbNkl1_4C0 z9Ci{Kcy4DuW9{uH8ToTbWCwsY0NZKLt97iS)M{iNX(U;*$gkra+hh@ z9O+TfE6)`el#@oO6h0U}7JtJF3-=8l&SH&ztIog!LIJ|UqR;NmMJ+ODz~+uASF{EN z1|GtjoX@weIILr`8^!#57$$%MG#46y;%`H0D*8hn@FV2#ilnkh-|j?NO4D&dp-WPT zY_f~hAA>O(kTFg1Cc_F0W`mbW4#K)68LJuvZUo}kobl{!SXy-`&N68`WdWWKYfC7k2c=5FE}`q zV~i81PRYSksUAR%q_5PiUiAq1`5?LMzf>Te>=?mMivPfP7y0CH_(nElky167sQc4p zse#d*p4Nc?M5V~6OEpZ`;rA{5me9LYRKA}+Q9^hnW@ctqfr(F1U`?UnS%N`TV&2%` zpUP1+%nUMs9h--gVQFTYdeu`xTEP-@`HmK~UW{EVBIn zijMj-d8zK}J+m zdP#|p*JXwK3 zLrMn?5d=E7-{FVUGtliuKPz9ON^V8!P1LmbrvT*pUi(luv^)W@ec!jVfK{Rg>th$C^sfqD+ojGuF>k1K2d;vNs1@ zCcQ`*{ZfdW<2vLVIjqLZo9yA{e}%MmHr)Nxe_`jfsvH7l~%?O(ac)q{)M#h7LMS?UKEr+ZdY>4=cL zC6uUYe@NY8vMLsY0$~XWq~h;LG3xSl8(ofO02 zuruc2$3wcNQ=tpOjq*kg+i`c6s;wu>hdRNMlAt*0{2Du2)YX&7j|b_xv)D2Ae60T* z#8{!AV6w|8D&9%t&5uc~NwM z^Bu{EQ@zrimS*0knF>;6($4pI)AyPP8dstgrclk4N!2tJ3bf>)J@wa(ZCo$;hiLNM; zy}8laNQ3FGfE_M<*W<9I&HUz{Z*1o}ZDB`0NtTskr8@iO-P)>QRNh2>(?F z0ioIs_RVKG8?!h3ymN`hm$zP`X%`jusQ_5y)WQd$*N|{<(i>OMZ%_pbo=KX&*})nz z^%kX~vY>wk>&4`cgWM@#)W3SiNrkKqr4WN*WYgx6;s=C1Pi3Qnr@Id)7jskK4Xl&8 z*DWy*7V=(2e=xwWz=i3_U{a%)4>vsM*LB=w!c`#{tsU8Dla!Qu^BR>u81kqqa*;{L zmFK6j?L4+9vvUpcScNj)*h1lktXf?$No z?ueiL+@53gD32ZU?4=|W7}*Ghw}jD!9;IO5>h#lG!wxX*U&{rO^emwvu=aT8sml!7 z?%DqE=f_vvS7A7{8LYGNc6N|jFXGtTnz5OC>!b`qvoEZ($^bkp$2u8}q@~@>_!;3gdQeclJ2!_l z7C2mIgsQIjL8zj02!8As8y0$J9Gc_Gh-L)1o`;y!gQJ%h=!fI_Nns@D%G#FZywLjo zbHdDSa*tld>ap*RGXtCO(aX>VNk>j^q0Xe6$jDm&uk zC&snW7v)TBx54DS?yj6kzT_ZD_69v(X@(>;V^bj9ehAHMKB;P@f30@!I!La(O#C|K z%}s4=RneS81t)v_lMuB~(*he4RR%f^>sW4~((U~P(rh23ewkStms)rY4mWH~_(z72 zsW>`%Bm${WG#%|)cTgB@;?aOzMaHBSGMK9AJDm7IqS1X73#Y~VL~x<{3*vrC>NW+4 zihigP3>6V*OhJ;F$5<(|`rZ5u@trt)*VGdCoIS%CEw(O_V-_jCJSL2Kla^~J=>!_I zi$DXO#B^=?J6GQiowfN@p**6xob{*UyuL&NquNGvOmi3cedK4;7f2!A+qXD*o8M2n zhAFTS1zJdBD*~_=(ZOH{91aMRvQ#s;Vos>`i}*L2W+tD4Ll(3)Z_SvaqNK<2qR5!!mUyYDnoitPBJd z7Z>|lLI;3Teu4s${hf7x`pqfNLoyO>D@K=bm$|olD}y1RRE_#IivvtAK+A#v7Fd|I z5q7_8cdS4MORD_sOAZwxVwy!CUtvcHkBMp9nrU1fuKA`eR`_qCwA^pv$~c!ch|)zPBYSJ>F5C!D+N_y6qRj1wV|fD0=+ z7O76dYYfoU^%dw#;In9H^kzB&k&lXcwA7S)dhl|qTv?klhf2`>+n*!$M%`0Hfm4t`87R#*`&73Y&X7uD__2J z+8VnYYT}BSc%o=nOF;KrTN69MOWe4S|V9-LDf!O~&wZD_SP5fEKnU@6 z3-q5RC%|W^aW4o9IwUCSdxRU0mm1g0#x&o;94zmMue}#eIGl9j^9 zxFf?sb#gfM*Bydz%%WBu#JT1o?i9`=-KNUL&Q}0Cgd=W8Z^E8$3qu<{Rev&N3Kt}^ zq2e-f#M(U3ZBoD3r5MRa_VojH{IB_I2VWhz7wplsPpq?KyuAL6uA5c; ze-`N*p+Al_fSeSG&xTLSPs}Q_pwmnR7~9=T{I0eLwM0Oo^BkDeNeBJ%`Fj2scN+u# ztcB#q6xLbOBBR*kYIhNX)EtBkTu}_#&D-I?gj!0O+6~AOo-ffT@LO&1--rqz3s3twx`wdGC zYmY?eA6J2+{h3uEcG9im#%lEXbog;kar6w@!Uaq1ydzHk)QxZL z7n-hac(~4=i3^FqK;~iM>s()7cKlg=k3e{k$KjgLS+Bq_6Zk)zGU)S->u#rkakLg@ zBLClG2f#A(1`zzo&f~~f0o5gl+eGLe5!~MHYuM4b``B+S2QglBnAbo6MVxN6=J!V- z_#RJ{zqK27LD{O8xJH67ZlXFkTnc>fA-rdGPvjS>04B zhY*A(glMCkf%;0#N&Ah3LBtp%>|PMk4*1F*S<_OmcNEwhH$$G&4U6tu^0jinEp>LRUs@9^xNPX z5prYjV&K%Ahvu@X09o85sat*x@C9*Nw_U9QA}Z{c-h+K@3c^*b^%5lGbNB@6Y^Wfp zZJO)v@2^-d9aAZ_Aj(qCqoJn{2BCEl_+X`S7xnq6FBJ!BCcSlkZv%3Gp=uOAE%@}_ zw5J5=a*3Faw6w^dKYuQ8H0>8kA$*arRH?xX#R#oXygVSftwRU?Jo5ow8#T<a8awY9Zv z>3vMgXOwjS#5#-2InG=D*zYRH6$=XsgDrd7+rQY(wHON?Ld}5A&ioIk+aM^mp1R0x zy^4kgPH>ULQF^$~Qfc6N3M=`|7*)1*MCEfdFq;p2U=n=BK< z`U(nhaLLFtd&^QGhYFjNaa%YTT{Vh^4`RISTV;)HK#K6%OanzBL&?q_2^rNwm+e_! zxg4lxprQPfU%yZ?tVInd>QzS044dt&=*4!Jw_>)N^=LkFsiohvPWjB$zeZANJju8T ztF(um%}d~HH`!*lD?DNC{16!1?Z@P?#!W2C2x}7vmn)%zd#Wy16S7dfdC3!l@S!3< zCiN1Vb9 z7ZlRp-~zAJ`owDY{p^B@xDP<}EFLDc*!mbcu;NSSCx5m)F!>oFo!L*S-6C`4z`%Tj zd%zI}oBKihCoG#wVuK`*vOvFg+V8_c<7^ZAM|hZ;f)>u`d6m=ppL^0|{UCInfp7I& zqpmd*bm=9ki%Q8NFX9F^(&7s%O1=}5fzcDmYkR+S|JY?OFxpfEZjYuso-UsxH#9C>$tGc z&yG@-+54(1|197U)8$QSq!KezE0``${PCtG!cAn}hC~fK^1mpf`}b0||Mg>t>N_Xf ze*^k*m07o8$%Va$#3AvvrZQ5LVWVzvPbL-x1LI)uK1?s{Y=cV{0lNRm(T}`{hK;M; z$zq+gi^a$3;Ir4hDE$W;G)v}%C$5w$P$ZW6pu;!xhJ6BJk0mM^+KNs41K+))0W=&F zLkRMJ`=Pm|u6T)fF3W3JSm^+tQ`6I2bHyL$1KZi zhc%rGbQ`Z;y+K$9;))|EJYmqNs-*hM*yCjK1Q>oC@cZHbvLc7&K7TMDDB;o35kj3cOgDn0ZvBOS}$Psnl^k=fbVdSgYPorGF|pd}!OM{?$n z|C<6XL*xK5B&MM1L$tjvCn^F|<-kRYs;Q~fmsV8?^!4@q9?DSYTd2bX8pH@Rn|#r(n*g7` z;E9PCkg8P=yIw#$$jsrVs+D>dxC}73T#!`$Pc^G{?k0I;JLqSML%yzv`|f%?HMT@t zzKV+oS?aq70VFCrqck3MnTA+cIw_!mF? zCo(+BFW{KiGeq@X9t0r&VlZm4s2@LmER(CWnp#P}O{fAk3dCJOW`HKUJGBB{PKwtC*s>l-dk6d>bf2PZl`1<*o4(F0( zW@c)A8z`%=Pc(+wHVX?zfITT%)o#E}B<|LR+_5|Caj4<7U!1n#A!OC@F}|KnGhW?| zi1~r3hdysXfDPqVdxsK49j(7eMY72=~%GQ*EkPuNf26L#BPH z7$7M^yN;i*n*iD{=GrqmIG*KO4cB8i&7+J%ioX>=XDSfs4}oq^_Z*}pLr~wLKbWIF z+}_?!zkLK1$9;Bui9_~1g2tA=ihsDR6|`o@ahj_E1CSWaaLBZwwRBhHjSA$;inuIB zbSx*UMu{Kly~e}GH(DPpYVG)VO75KJSOcI&4GK0(pl&Va;{4P-Lxo~-!%@g~_Vr+e zy>XWHRL#)0ms#0}X3NXVLoIJfsx>OCZ4dcsA;eSy_1Hd?HmdSFZxjoiuCasZXmI=e zIiL#KNXg2UkbCYuXSjdA872F8cPV-Q2*hD3pr0?jjf2x;Y$QsMR|(HE&b*evn- zC%+ZV-M;6#P|;1{xrYNKZ~AbCK!Mm_YN?J;32HD$m$e`8!uMbZjNyB^_;cf;?B@IYoz zS7X=JLiY%rGUnBs&_hKu z?fv`yKqzhxypSK&j8lA8Vo7BBpKX4c$1v{{R9n_TKyeIpu_jYB)wCVi_~X?>V`bLH zKy5wc4E%k%3j^MHGDlNhY(@oml<+TaW#rTA6A8 z8^{*E14a*Dz^ZCn9OBJpxQ{`>!8=CBLMZ~?>2RH-5tWd)4vfsuf*`+K^s_&s1nnD8uNj#&y`>>IdF733K`9R_kJFN zn%V2`F5yoXR_gn?Cc6lz*zVq{KneJHKE1{ zb5Fjv>2xG;%{C?~bHc-Kt-eAh&o8wY)$@d#paeqHY)Bvf$_<;w1yc$HZZYB>Lrw40 zuLAvmeaMijGpUyrU%g3eFf6f!A@Pp1;Ey32$*)Jrj@EMf@he}~Zy#!W)#2|rfPF0k zQdiB!RopuH#kP2jjqt7xQ&K*KTV!ob&ZhQG)9<m`%-fI|{k(r0$1#pEa6|7N+5ml3Iv~iK)Wu zYWK&iYh7z?C<@`Y-M;MZsx5`kvCM7nw`~hA>{BruupB5$Rk5x)PM0uuP>K3g3J#`8 vXs{Ht5~gV?2Mw diff --git a/_images/3ca5ed7d495a283a2851fad06fa287db5f2d41d2f8d69e139b58c8549b8ee2d2.png b/_images/3ca5ed7d495a283a2851fad06fa287db5f2d41d2f8d69e139b58c8549b8ee2d2.png deleted file mode 100644 index 0b7f5851d082fed7b598e33f58668d794ca11059..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 31420 zcmce-WmH{F5G{Bi5Zv8eg1ZHG36|h4!5sp@A-G)JAwY0~ySuvvcXxM!%pu=0iIsuW{M$EsCq8CooBwqK zlbxd(^EBQm888T(y|kti2!vwz_79>^sK5dQa{nMBE~4W4^Q6_yQ)TA)^|h(mOmRL| z*a!;aRzkSfK()wR=Mbl9B5^AFSzNieJ<8=G=X!efWZKB8bjFgghW1(I_l&prQWI&m zaEyeBvT$Gp6uLAdR25D2>Ke)Sv2>3!>pSX{Ml;jZ@qT0CxW>jf-V~2h-tw!}NYb!u zSU=LYpSX(T70|zrYy{{OP$H;MBFXTfX#cK!3haS>yMUT6Y83GA?k{AlqHh-hen;by zy?wn)MH>8e0m_h$Qu5!BELi_@n6S}(f=CjfNRP8t9J{s$YIk>cB~8uHy$laz936X+ zKX=yi6%a!AohTJ{Yl87fNn12R4{)|k2h=N>c(73Rn>}#bJ3GM8Ir7y1rh*bz7B@4a zk&GmS3#V#&?vBRg^|)nVYTQQmya?CtNwaGU-RKU^DJw&kkdRPbbJ`w2)A4z}X*j7{ zI`2YYHh6x#X?WO8Q`XW7OHIYs&GZ0f0H!6dp!@fbKPM(8e5}u-kb1EuOk&uuE#>eNL z7ydJ%l#~?A(D3l&>}-&qpI_k~UKRLhi{w>UULFaXLBltKfZOO#q4NFeU0blWZ6np8 zN1g3TSfkTkQRK{@KkKK>XOWM@^-DM-nq|gfq%mU4J2cvAI zm}Q8ls$$KS>4q=awG+KQWWI(9y*`X9uT3v6gEu#gW-5VS-@bkORbS7&>5<5&4Xg(8 zL4*naZHJ}x5kq5yNqzCyP1kYS@1gS*Gb5?w64w*8Z97R`&Vxm4{!Hb`O|Gso3E|`8 zzrQ)dczd=^l%O7I3yTlb3O@_^xD30X2tT?o9D2yg%1%s8W%JEWP5C`Nd44r9k?@R~ zK8V+4+fIG+m5}ScXxzr_Sh)(HSMQn1cQDAmva`t#J&KBpE4`oHXDXeKX0w`_76+vM z%@UK3i%zlj`f^ukv&8kZiPPTE=?_!seq&jpQ3?5d*&*0-3|L#G>xI$7jZOVZ(3>^d zUyj<(ANDf0?%H1k^xO}qJYWB=k+i)2^X8EFUSNK}6Dmzd@ty*&-5zCf7}1Ri6L?cb8Dzo4@GzCkZ*o((IpOF;Yg*V458x? zc-`Wdx4=jq(&_&%?DjagAmtK4KYXwGP(ik>2@I6tkHY`r(CP3{R5W1Y?i~zD>NK$* zuJykdv{z8YGMEI_G*hjR? zMXg`?l8&P)YO$zfQwaa!_JgPnFkco4(U(nf<~W6@Xk5c~}GJ%N!RH5$=1s-R$@ zK;h7UCl{7-HmgF#;3D>e|IEx7ZV$xZvYR3T-WXuqAKA;_UR;cTg@r}S%-rANb_D=s zn>TkN;A)`)Ou!tQN1Y6miy&Kdv6%tew;Az8V*b0)l>_+AN24jA+NDd2(_x%N;=Rukg;!WMp0Ee}DMHj9Q?G zP~wYVN>sMn*;-kNNk~8gpttr*E%v<rV z@w#D;S+@!Ef#&k+N)-h_oKDjn*+EE$UaYCBp#;- z0tYF6>Y?8NIC_|j@(uu?IJ>QlSi8=;GpYT_M59!VL8k!~Q~^K>gKm?G;A>VeaTkED z5dg#(?~SG3-`2NB04@=+<)qhs3V2}GFFPWnrll#Xs05_2n;8u!GA8plY_7lH z04VZ46pKM6^_fkj{QZTVZlBQdUv>sD2zJfh(w9U=mSG0O+%<8OcWh0JKLL z5A5Bx#s}^ek;DrYXO;PHK;jI4@tr#5Np_=XWv!)wOUc}iz$2U*Vxtkme9Z_%k68qa zGC&C|e!2T9K#`T=w~TR4%@;f4oCU_v$VIlU%i#GwStWj{V8puP;<9|LV&Un!!5|&`~d{4=7TS@#{J;Yp4Cm! zPm;nhX-g$_9CUI-Z3hDW7my2~fR#c{_OB{%^gPx36v1*5(E4rSHG_A&b zVpUaN3HC!xYfm*^Rjs8$A2fgY!e7KB&lx?iodPXtS(KUHhstX2OEe%fN~f%fu^L|9 zAL@(mb~21Ypy^om{2R-gk)p;?Uc%A}2<#7O`EA6>Y@GA$JWhdyjCP(SdZE{y;|upD z?9C8RXecJ2V%ji(G;Cwb(5hqbmoUIS$0x|3fX=-}ey2(DYT8rBhy3a9PuYoJ0BlJM zV?=C=|6Wsa>YdFY4>PB<>&czC`>$htJ>&qMH(z=B`93UGQAj{ZYn6P4l(ktGr2m{D zjS`unryTs?=0W{_1Jz|2z3g7>hK=srUhpD;$kY<5`)|(Yv!5|ZJWGS!PRgq31I3G4V7$yBP$O;Ey5qm6gh1H&Ym?5WhiQ2EK zsQ^h4W66S-gsPUt0=T&+7mPzKzERsS_*HDTw-sDC@zH)6k#_HRZxk+%SS(WI=|+1* z4Fnmb!2MhXwdd+`XatNx$_ge{OGI(}qMSWSxh8!}DMQFh7DJJ`Ho~7j(q$<_vR47H zRw(|#gMRxY)*lg8%d(Q#!`a_V;94tuzR1*tYfWkz7gY5=G=3H#?CK~d- zx+NwpXq{M(k%Equ{Brv3#;SFBrO#aQ?(0Z;Qmb5#+oM%-Z!RHJ;Llc09?B9_w~xns zUgt>l2vgl~!LmVr@$dlOLGu7 zuuJ6rw{zGxqe^*tj`r*r8!D<~wyLVs_M@2bF$_H8?ZQUfMCT3@?c^e?6i|k!t8~z8 z18iMFCMF@;stLh-sK8Cx!mKg}!obxzPLSw`vm)A9E>ZG^#~{?yTpA_RV8^S=u+@c)fmpBB`)Gz9oi%W+#t z?fOWAFLS2gq>zR$hu!biLk<3`B~y+62j(Fm@cn4EH2LHAvO^7^VgYIs{44flTW&r+ zJ{1&lCuJNTw%2^a^Fu*$a8^sCX}D}2bib6xbT0Ihn!%3M6C0(Z>1b*oz@auu>sPzj z$NBv!q$1a+CgfwM|q8o2>P|FRon9=s4Re7%;Gy;qBp~@eiQi|YS71q`!0N8%s|GixK z4gKc8akz$vLT0;`?{CVlNo&w3guD=x!YPO!TWv_~m>3v(<|~aIlr%-8MPy{)w6wHT z`hj0cpFg8to$;kB@T8CZ;E0f>aHSvXURR|=>sv2Hr}BSPckfsp;n#GAcsZm*0&rMe z9S50+FJNkFDx|%TsieJvP@qx`{wAdAE#bMyCC zZXk*$qAsg0T#ynVlVFM?$hhT=jVZ91bV6ol)euPp3H9&0a4LXO>+Lhh{&=2M12e(H zbUY(srda)7W$q1>uQ^3U@a1ifbkvF&{0*U+%s|;fRISprS!@asA;IfAOSZB})$)Hiup_BtF3TLOS%Rays`v?V@ zZFw^^ovWA_^C#F$U0VxCa8dc>lOU`vQm2$Q;ybfVSj)W6)PT87~!xlApR_tA188Z%ja2 zkl)`7Lnte%q9GIZxwuk!v8Ak%RkJkqmvt(zZjnLlB_K!ZV8Dhb_2FJ}(0<{PKg?-0 z)%x-{lprhtZT}w=-K~juRI|)3+v%J$3N(_0?E-Dkt9#p;hXM1|U<6#^bN#FQN`|2! zJ4)-R$3-`H7;a)&B9r#4@y9kb|IJY6xMQw_9C9K51hv)^_V;%&0vy`Ioj2)_nvOqm zIl(>JqjG=qg)@?ylMley8YI((hP&mvVZ-q@tarqEr08uE5@U<#IIwOfW zDU#;h+p^=g5@;`-iQK9e0p{31&A{YO;l$Ys4q#!Qa3bxIJ1H%NK0Km|QPpQ|RnS`E zL13W-=S0YCeh5*WY3Hdpj0L_Fw3i%n?)uLAed<>umtT9ruxI)ka}_0s$?P<4*k}MH z_)L;vg?3RVLJ1^6E2EUj(V)G<^ueBE;qf0GSDe=tw_nlOmywdg&I#4?b>=UWq9cF| z&iUH}Z==BGzuTheurw%Isqbk<mE3x@kRsBIDL$vYPJiw3LVZ50%eZ4UFVQ`*UDq)N7 zXXTo4?#84F_+qp62OxMDD1M`ir&&DGng)q4mqE5XQd zy4Ko;W*08lc09SnyxEQ#fjp*%4#tj)|ISO4q$NM{%G`k(SOwC!sY0m*`!sd93d3ue z#L@KL0sbYSo$$Wc(fe(Q-fG# zbKPm>%Mpbw0tC|BxsKHjd1Qq&i5tEZnVrist*#^CWFcC1S8Uk;!7j*L-b!1GBhCw! z|5mj(lf@u;oMM9a->o`igt}tH@&^H|uFmXM^qrRzXFycxbUPj9Db|6d^Q7G9k`tsq zH$F9E>s8mrFCcS;gM2eX!4rx@P!*2 z|L3Q#0p70QQPBN2h|kb!epd5CT^7|Hdlybl?C-MRx?>DkDTEIbede-jTP~EI;FJ`R z6`HYDh=p)4-UIxjy4KYi=gqZ59q^`nM}TNK|FHNT^n$pwDS!pc12^ol-t&k$$kz1* zunAh?;_x8n_N0K!+ZK8fHjB=S?;_^kUe@HWWT6m`&iMARk>7a*ICh|s_QM-S` zyDDVfSS)k2ysdUVOetD4w&6hEayW$Z7&iw0Tr1VLvH3*p_ZEyese$7^G|3s&*f24H zIA@H9^{RMD!1`8ufgaaG%_;&q=1Ppm%vo+`n=IeWmI<;a@S^`}~KHZ{KU${v?gsMxiC^$MTh%}ob4TJa62J%oO2vFYs znkrCAa`($6=z57ghnHL7vYH0O)uBDY4L59wgDYI-OR;Sk?B1OE!b+_SM1mpNldbX- zkt4KY0GP0**p9Z?msy%VW8C;d%ELn!$PRC`+$a2dU(=jf!PkByjdJ;6IR!baOMQp7(4k4%(B1;b&Wzp{+5i@$>IzOXs*Ag~+*%yJA-U|k5 zguKc3>sOy?LVL?J82uPrMo;yhu_;Kr@5vIG^&@|ODd-d677`+nmzTfX+MmpMe%2uG zp2)w2^!)TVM34miBgKoICKb^2+VoPlj{t@m!{VW?PjNx_$+Mv$5)V#Gk|$*V_BjA& zW~KUCvS65e~#vJYCzF#Q2u#ooj!H@J;ZmzgDCJxTso^dE*4^0wd z9VriWn)ftl@-y?OoqF~M`ggk{q09`|@JXG0<}I@3J3~p%!+SKt(tPW2;ar!hslpa+ zaf}qdlNUYuiN3D`@_GMqqmy&`+RRK~SQtE@y&JE#xXstw>5p8k{7-Jlt_-c^u(<^F z2O@}Jsq;83h5K#%9`lwkF6zN!QbEbwmtL`U8ZepmD$mk!bZBmTB%a$vFHWV?o&tk* z-KV*St-grv>T$vFIXw@gaiLd!$RD6L9@B?Awrnz-nDy(Iu=ktnZ$lkJEzYKX#d7dP znNE-uzkG8J(`U*FDNb2Pg0X9mEw+f|B4%fOSf1jJIXp0pj|)(}#l+s7HXSjw04j2m zzfv)vTmvG}PoI~E2B2!V7@{vXxIf>}X!CUYa|cLA|5MBAlx7d*ApfeMvdXc$Ht`~D zs(`$haDW@3eqm`Oxhao5Sd_VW7yQ^dGZY0&1I~)T+c4=QkJ4B3#&+YPpgEhbd`F|0 z(F5@MZDa3tk~A)xt}luL&_Hvbcm{uq8RXJTG+m(B--+wytx$lWP%te$9l{YfH;>q; zI~y&%Y4U6E+y6>gcuVqMa|u0bT;o$yUz)S=38>~it0p|!-SeE>1+dmYOtmyXw9;`S zk!&TAu{!P~s2h!E2oxEwJ)eGO^?q_)26{OTfv}{ZNdg|X>rF>x?6aTADU@NfF5+s@ zSwUcG1Y27AX&O|pbq_8*ah{OT*PWs0hDr^}aAbsQs$p&SU#09ubvHk+QYFDu$Yw70w0kKS?kMRWCDV;gCnO%yeh(r5%0#-D8lPX?tX5zS?!bLg2mT0;#R zC^TU{9bYCc5?IXXRU5x4b~-ss;iHP;d{OiWT|A3_QEwP$d%G#FsV>c zJDboEqPadA2X;Qjem+jsjgA1S_PKkC9`JcZ(|I@`2f>ir^z83+T;|t+=XpN>Oj2wi z>iTriqi)IH?$zR>-ikASmd%&GmW!$tkmeiXn1S4gYJjeP0LnA460d8ZNx(aVfXr!c z#eFH>MzaHHA{gI0l=Qw`|ANV_3&WRdWjL!e^~rYE1zTT0Dw;dj`k{IbSWT+I6!dWz7T6R~A=&z1oofb#wL_P`e&a7aoQPSKvUu$16crj8)U``TqZVxvXal}X);SuNmh#3YFV*JM zyz83Yi(%+cN{t>=9v6&8H{_M;TFv{QIe5Xwle-?&s@er+n0qM#XLk*Pgfx8)Od z0BcLtMD0G4+yoIO*@$i&t%iP;He*E`kP0tsh@p4|0N_>cgvuJ`Zzgon6DrJEr^VQw%D>vy|-KYXK#kzlj z0EPg8w3_*4ER$a3XJNgS`tA!EbtYj<@~o(1Z1MHzQ7|5rZ7(hA_Yu%f9B78w(5rZ^ zstEZ0alizHn=&0SZhJF*avB5)5N>fIbP;E)Y{e&hk!TnF*=niaDj%vpY}to*PsfAe z`%<-o1*&U)RGNt~(Fii@`95!~TvGL?RR56b2VuUyEz08rw6epn!(Gvfk{FUjq$mTO zof?X*xV0vfybwY0@^PuISY@bn(U3;!_ws5ZA?joLpVVkX8k{D{D2Z;47i!P` zj>9k)eTXOvVt>eWUrkdIo!Q0WEay+)4YLU&3Tei?yf;@whJ+s5n8}#|iL`pHq4utoHfcBaKdtKo1mESSBI@TrLomE53BY(rkUqCbAzJEnvyn z3?+U8Jt<1tog%sd27s4fDL-CA>>uh6!W-N`-_y%V;8N7!r7ybUGlp=YqNB2w35-^6=&M!i%?>een^5{mA$+dl=`PcDcjY2TLn0+}lZSnur&sZ7|JuA@) z1QfB-!y%SygjSw+Ux8hW-6iB-2+hCMt4^C_j(=B0x?c_cMpZl((zQ3VSjcZ1&?mXx zdY8K=T^`y4sN_R?<~P{l%Ad3**;ToaXm*<5jLjMCE)M6-8OcIxz^>0|RkgIWNz#}$ z0>nCZ+oqnz4_wu0Q_P;Jq{>!52O*`sq17lZ-p2qv%ECfWS%av1+X3~>Q35?o?LvN6 z+Q4Vz0blYCmZ4wEdq~1=ZgH{lV$PDEvGwQusOmn7TfxaFa3Kl3J+{RN(BV11hvad| zhw)nNaXuDDv)L*7Xi6z#`faB=hM=hu4QPTIEYhKZUY^WujsgL|+YN7G>qW}KC@x3*o3%>64Ka{Ku0Mp98e{0aqtZ%L ztOD%SNBh0hcRCDY|IEud9GJo&G^`FBoIFNCtm6;*Q) zzQobjFg_ez223gYbr2(k+@1h5HN!JCx!221fNc1X-_4WeXRJ!uVtDZS2&oag$D21d zD1D;Z009JO42#0|#+}TBt^gP=VxB+(?|QtV-=Ph>l3(<#qMv4e6_gC2S9u46ZUZnaTJMMVn~p9q8`0$E_}(*)N|4GCox)#$qEvR3hI3)K=}8U5{@YeKI0?XFww zuAZSJ=P!0r6t{$S{YM@O;sR11HE|>GAkdR8)~8j@juj1ys@M#A;brVWQ&$n(Mf%M8 zOzBBO;^?~kAqa#inTthd6eA-77344vpc+pZR67jbrB-gq4PDeAW3S)EXP~D=!BHWM4(` z*nxqagho>=jM)qD>q2m{u?c2Y1w%nnK+vAkb-3m~!SFmo1U5>I4fdKW@MI{I=(7>vY=Jm`6I zP9dn9$dFS;=UgZDXxEb*nTTfdDOTqPXXHE)8YYFWJI-3CEsj-Mh7D>g(CFsat?81V z#;2hz89$QJj^c2ruc6Tc|NKKH`Gn7I)-vd)DZ(JSAEXd(B5qYXxg{#=oU!JD*-Wr_ zz7fL?^3698GE^(m_;&p`F)%OO=_CZ*IvJ>gv%_;bh7yWXG zb7Tgau~r>jhgX5#@n_vS>+`c5!Q1L~rZKV)@u=o) zN$18Xa(Y2mQFWX`7>vb>{M&~rd#Ic(P7?KgAta_p8o#o=5o37u9`Qs#FC;qzsAqCX zJZiHrNki+v=A~qlC0vs96>J+ZdsSp>z0~32y_ zb_x{)72`)qG&NghIogI`Es}XU&VCEAvgv%je4N$`;SDBP!J@C!@Twpy`^wAlC`E%s zf4i-5KBHLt@gN!;IBp|K)>z4>+w^xD zZ3iqbZPjQ*UV;gBY#AovA5hT+G;7R9Dj1d7EW2pJ=iB66*!LQ(2jnZ#s6FjcuQM3p zjmTq7DD^TeK5K|6P|nLw7ow6zu=Yr6C>QbUtebF0bmwa{QV$>vsFm|gM}A3{c9yIo zv_uljjQsl|83+oc5{3zH?O&=qv9}s=@-%doG&*Y=@l#Dmj0u3Mu)G`D_TsfeFe1n6QCN5Ht1UQHA75X{RKVp^*ozYgDzyO!IR{bPj z#(qS)#yXXQJ%^i1Hib0PxzJd!<;B;MlVH5I07%{yX_Ad>k+rh7R__p<6aB|k!&aa| zV?Kr9p-HfoXw?XjZkk(hgVxQho_x((A-}Pl!-z9HPP=?-_L_g$q6gp$@1n)rSu(qi z653z2nrJ9Frt|wWE|Gd%FHq-1@n6D1iFB-dUn9C|Nz(Vm+v<-B9^UDS|M2C!kH8Lb z+c*>!3X(iBBgS^|aeBq^+)}1Z<=5aAN)I7VZJZ3bF6Sbs)*O#>vdUr;x?=Z36;Uh^ zd#plSV3qV-xlg&vAg!^q?|mZL&KU+#TrS4~z0a)CADtCWSX+F7kZfFMioS0n`3L(q zojLbo&k$&49{g3XzwJ&Un`xq^@EuziD;KmP%seJmj{=!VjeO+H{#*etxv6H5@K>Fd z`U6@b8kgh(Cpmv=FSX{iHrVriBN&iJc=Hv~@vmC`w@uNLGbs!-p2<~ub%j!)6~@0K zQdlN~@5~s~Bh)-89lIvH)i{Pj=E_Ui(LIFKOs6Yed6k_d=aFpCrl!GVj8i6~NJzJ~ z`lKabpB6;CJh?q_Z97qJ&o2s}Xg;pk|0OSHs&x>$fP5e~n?`&YQhm5^jDRQl%a%u1 z(3IN-M3JF%wcAmp zy!O6!SA2H~TvY`NF#ofBIG~&Jwfc9bsCMpfV)-e`V*G+eBAPO$Dnx~?KFG`iodO-= z<|}2`xE3iS-&~_#X^-If5wpOt&WnZF|Qjk5U8F4I=dV^T+p+Ue^cQu!a0~@D}JE+b%oR1Fd5hz5ja1i+4i}rr4!$wX~MG_6%dii zxD=!+!6DhS+M?7E44`O2RyH@4ABVMx=BC&8tQ1_^Fe@BzOKFl6@yUUdx(pPH=2%s2|hvOZySNPgwR>{Y2Na5=nI*5oN=F5V{ss85G5YP%Vqg|yDmBW`8d0e4SRAU|BWkRkquo8 zEDqOkC)p4*0!a?*J8UY!g%GVE45TyN)Hdj3f-9hL-g3VgKHum>1DvbPKYH5TH3j6- z;z%qUoSeo+-b0W7)iCFh;@Itqij-Al3*O<|1{IqhwAu*hE%dTe(W0gy}$ncKCDVQ z$>6FxmC-AToemxXl*v&C0m{#$(3DhkZp`V^VsZLgp#wt~Bs*In{=TwmFeK$Er#Hf! zkpl32QKKHF@R%MANzqK9c_4Vmcea9VA)eDa1M)7B$DN0kc#bDRVsa{bq$kk3uysd? zyx>-juYPsmqc5?cH$qxbRt__eF1XM$V2h}#*j2#I%qib7b}T1TiW%i*WkGyjamLYe z-GBy^?|Zv_8bD4H6A}6G1e{}3oHxruu-@t5!**&$9CaATA2(;E7@=dM?Ei5|w$OP; zV_LO;^=L9TxUMZ34^i^$H0`-O5hM?zu<>^MYd%GzGfJ!dX#M{BwdomGZ{8ab<@sv* zZQ;IH2kwRu9P@iTCAiu@VT3QY-gV^0JXB~xg&18ArF?RY$NrjCBaF|DZi46V_sMZB zlhYm6ci;5yzO!}qbvZ0V&@&o^Gh;eyxZ8)(do>aLrRxd6-W@U@)-S8`k!{2LS#iR* z^J98ot7}-lOL!r2BRLJrf1vlBHvK_MUB~|ez{BiT<|2a$0R7%+7;8vsv=1p5Oje(3 zdTv1Jbx<&3`W@*d(656WZIfW<@c47+l8)~L+ZDCvA} za>=>!99_$n%cP5;g%E10ib_!?NA|1I`hFL7SlU<3yBBh9jvLyrH`qn$t)k4T%zI=L z*$7;G*HYjxF%f=f_?1jM(ly}6Fmon_Wtzp42?rkV3WAG@g-j9!Q|9}yZp4|?4;gW5 z3FpM{aq0O8>)Grflct$|7bCFrZiZX)FqHb^q~V(*0b(#bNP5<9JQY}F>ZiJgB)?5x z@7^2{Kd#UTKF&8BDITk4|J1PVhfrZYNq)TAN}y)tsvCBAXj!7) zuIFsM(&SuNRu=il3kc*74-Z8!%q_L`c-koSn+tbQ>tD?_hqaD6_fQ6k?|HX^i@muy zxG_82`G!p0K7r%6KPrD-S0N&>*793h2;s*G+T}Au%cVV)CV0TB1JfP}L)lqIF{5&( zk)vy41%i#RIK!F-7ePHCb0i%wo$~wQX!9=fI_gONjheCuI<$-`+T!8BUpRQMd9gAz zza(~pl2&paAJ;s~25S*5f{C?J7`oW6bOs~&d)dh>L<7zyM=zT@2PpCNXa7=%l{hYm zi7^9>RY6YM_P>?ZkyIZqYCV=FY1T|5s%q3Oa9m6gB-r9pOUCzaZQMSnwjGuRYv*{wc(=Q#3fK=1^ds36>GIvEWPEx* zvdB_JijW6*$Zt`wxKk_3hO!o}<20fRmlSYbb8mQ+B9@k!en?a^X4?_Go6m}V*S*Y& zoCfVu4Bgn7P>jYMK^x|(&1%|mrMZ0})(n?ZW%KSpzuAA&zjw-$5d4=lO&X#EJX{nc zf|?r`R2NO*udBbqsi@-49FE3oC(bm6pyiUlO8GG|qjS?tsH6U+L4MVWI$j>5wTrp= zOmjzdw%r|3Yt{Sj7=$&yJ^bsH`?uj%7qUES!7*{&5xqrw0Jc=d*5B8n~jyO0oE6tk~k zBl6GFOM|5iwHlYkoWyqu*bI8x%UQg%19dsHOOe$AdKyr_ShQ2*F*J25vW=;rnRu+R zfvokbcFBJ?vQ6Z5O~al{8v<*uu>yyv=-EP{=4Mk^&dj`Oq6Z9$wUTmR?mR*n5J|A^ z8gO0&vdKXmm<4C__$p}gYXJcXA+Ntp@VLRq`ErGmreK>q!8n_5!qHzCD!GB!;lA}b zyR-hzI9>CD{kXt1&7TIgiCqlf0jEw&v~`pa+?YMTQA=eYe?y94N&w`sdjK+tf&ULg zi5F`<&4iqWL!GAu`cU;(V~sKlz4umxZ2CJrf{fYU^GWJ`M5X<@Kv*LYNY4kw`q=rL7qCkXB-$m)i~2W4luo4M{&p zk&Ple>tyHvP4Swt2q$0mXo-;j1MS46$`5Qknj{9^w|K8g%lR-kVaE3VuVP9hshtgaX@ zYthp5m&e_od@uCI`7+zj#PNf1?4~M-!h5`S<&34hUo7*Jspt+?=GX0Ox=t(iBiX)A*pAui<8CTY`VSgT6te^k3UB2_l{MA+q zqZUpo^#zBXIz=&!?|pCl>fVj<*@eq7-|YK>74mY1F#pqE8*U>#XML5k#GW2IF1%Xl z&~+9-CmtjVFYHUYEq`SjvNnp01H}?@W+#gNBIDWwI673{-RoQhC&RS>IdH*c1fLzsSZaF^ z4-K*IK}S{9oc@7GYP@R;_xFxrFV~(me&ObQw@e@R^tb%~k z?2~&)q)Q)8ehsk+CNr-Yp+%omWcP3N-|5YViqSONFU)TgK6jbBaTaX@-guk7?<)Z+ zBNT!RR&aUK%QfyS5Xw?i{9d1qm=+lOA02a(W0>kuXg>a3uhEJ*sp%uC#~qc z*9qw^Xufa|`?w1x$U3s4gmj6*`MR)CBeQlAZ9T{~+{dn#whPE7$Qj2yRop@_q`m2t zRiK=(D&Xx!LiVo5>{~%@SzS3Az17K(6R9x+cQ-P8KkOs`K#YJQULg${D1>iHS2S96 zwfI-K%n-Sbg{aovxh!1vJtmQywCXjqdN<;dI%Qe)+Dc{Ov}=9`F`jr80wE2oC$j6< zUT!vH>*T(r5d)wM?N5g)o{KejfZlPjyGs3ucC>$JR0;$FHlG}(Z>eMhV8f-qzD7?P zZPT~=kbI1)-FR5kyceBeskw2r@BWfDX;0l$#6%JsC_`}-b5gN6S^KwgXWfF(>ZFrb zj0)rY4)7Qh9rZ|(9|br--m>jQSc=*lym5BDOq*u48c_nYKZ4A^s3bF)ogw@*m(|BW zfJ~m;W(}YCFA;PwCPnlKaBe|>=($NcFC&7__2$Hq{Pe6V}(R zp7)p2+AMh`peSz}IzW&j;UexTpF54RxFjIcHq6~?_qIp$c@}O;>BrvNeEdLhasLqp zBwh!8>Mx2Sf6+C?it$byi6Pb(&fxKW=`*{3AjpJ>rY;KJmG8pZl3E|vJ_Iyi7V_~> zKLWxs<|zTldSC%OWIDAJ*PR=Ia{HdWB|1K_wA_ zcRP{S4}*x%+KrP;uT>UUKi`Ff?h4OoLu(#;c);)8LSxO2CtwYLXF)rVALx%B8@|xP zlsKrvZkDJcRX5_keaXyNJOcsni4hM=cHqSuvbhf@kf~c0K)$ta8jjG5B0(9?WI#wK zX}e~vBe9S;!I9ir9L#gI9Y!lzb@`NlKRV?uhfwXCV`efeEhA#isr9gCH#Bz)An`g- zWkBhsDezcNeOJ+1?;2F#wsp01>apS}<3TB3af8!wp?~x6?`qz@;^%2kPF(1>bx2Xi0cf0v}AlNV3wGSacI4X#p6FM|y87knNG~}(? z6`F0CVZ-WmGyT*Msku`rk8*A!uF-M5rQpogIz_>kor9e7d+sq9(9_lyM#J7t)D9dI z`t%S&-d+`C$$~SX-Kk9%H!~eTG1p(_ZZ}3-T^dx0DdH>1yB*WbPi_MkC_2q{zB>bGq;Z?@p<%Z^ZDL_Bj**<=@@IuM zwCgi@k@qF_F?RS*-8lkG2+la!^X9;52$0ns=N6!%^nPb5>qu8u*}U3CUcS1dxv%-a zf06>%1ooO1;HgVRr4rY-1&pqLJL@U*NEX=8 zFimjyY!9{x^3+(SyJF zYekc^URkc#t=hg2uw~OqH=Je@4ZKPa0Ct&Xp&Ii{Y{p+Sf=2`0kM&{!YcUSm+w5`* zUq=XOu$Y0FciiW&_3#cZI-hES-)V4!59 z>Lm1X0h7UYbcK&~Cg!QHr%13X{XFXdG!@7A=RDPJ6+v-;LhF^2c&&n-AkYfPHHW}jM=?Mv=#n&A$0H{!985&@@;vlkq!`^fL0-b}KY^UG>sy+wbeu$}U!2TR(#p-jB4yq<%BVf`W5Rlb36i9fo33tiw<;@;^YR^u*u(Fq#w=_ zup8`)rX$Lqyb-+br}|yLop|#yNn-v;I3ww7!#KGw`TeflqaGQ_%)K&4Z|MEwwK&Y7 zw#WK~%#Q&eQM}nAlgs(d)akaFbZN%VdyH?n7v}Zh1Cw4I@h~^B8eB}cB#MZd{jV0! zV|$(wY)`WJcG*i^T>V&@%(T6ljk|Eu^){>iEyZwV;kMx*dd%W8SNe-*#`LOMyT38) z=9XvOfT-COcZ9N;(JrTkV=}TIFy-lK^@uxytBja58g{UUIfR`w+>fk2qgfR}jJGTDAGxn3~C^5s@H(XG~I^-axi?ZV}i1m!1Zb0!Vdxqv;KY+yo9cTWRNy z8PslZf`D%otO~#?W4_U$mxl{DPbD8o7a!}7%VF#*#BSW@kF&(Un=l-!&rg(*=?9$$ zWfL0TtEy2vBI~!ztxyu}_`#WNO*m;N8EO$|Ll*~CmE8c187iB?!;+vKL0+lveNfUUI-I8>>iuK0OwSj%w%x8YcAq=fb@ z%l#^$mD8hCpl6Q0doh}09kxw~S}28NLe#s;wuZ@1#3BWP13;;Y?J8DWb;728abv2%%fXjTvG5we5qZ-56eI@-!buS(~ zSR?ZKaY9PqWi2HoCEwfITai*;N8n|N`#Bo<`-LRxO`$dx{I?J#X?v6vAZ-UR|Cac)_Hg|#XS}5}JQ#(l~3F;0hAE@Ev^2&a#cFO^<1;Wc7 z5vXG=Q3nhVyai;LP7;CXh>z-LqMFLsTx%ZCp!MQ$YdHFtr`i;gh5}Q<5^RVErskGQ zC`zZasQ~&g^08Z2vM}vi2O{$hakf7Eu?aaA|pzTcE|cXvp4OLv2$ zbhAabv@}~#a?>CxN-8KI(%s#NNH>U*(hYKFKhJr7=bU@ax&PdI|MB(m#ophUJ>QvG zYu1|e{-BdN&#h-pF%mIDxTjRJ%_^|4!{HsgjayHX{}3k1GvR6~cvS}kqnux};E-pN zZ{C1?n?A$_q|g4G?{%J!|70bK;As!~LY=rbB4_sJ+I;CX)wNC9((6%1IEYSV-*($R zX#>u)|K{XFE73qK*iC1lxn&soI~ks@r=jWBEn;6Fl>*6kIMxTQ+=`7w;1>fJD0R2m zqz50Mte&^>rz}NxX0mA>IH;tJfLKIl`z^X zxrVM#m;CFedz48mx2*WV64x-1H?vp!Tl5*r*M~|a^TBK-Z8^g%%bThqf?#9yD^_I} zyg@N!$AX~q#fM_OY3VC{eM)nQnpbpFG8%B>Fn?9hyQT~bGf0*qO%6BhcJEYtZ_41v z{pyoPiI_@hdqV{q+B>%(&Mx_w!lxnR)g`>DVe!lkAEerYuk`22FP5RQqEARlGmU6Y z7k)mJ%P;*vD(}DPxP$FtjS%SXWVL-4n=3_Nb#u;f9C+iu9#mQG^2_tuIWvv@aD1o5FqN7uAGt z*+kXLkwYu-iC3R)MjkZI1M?ohp9!1FwmBYIqTVgA526+v?0dcJ4OM)}Z|mpTf;$>= zrWAbgnr~z0$o`Qh|I4snsANtvLM%%!vTfv1kSB7BXh`l>?m&k~rD(O{v|W+adRd3H zHa~3yu*ZUX*M{e_Llqw%kNa^c5*ce*#B{T?p`PG#>;}6N%494&DoOLn&dV`(uf_bl zz~CfP;_tTjK6)wFFAoCASfCN3W&U=X+w=+2-|^ud#qJG3rYdYI%vPS*OpmLFHt5a% zZXC}KqhAA~v8V5_!*dSnQL&EnDV^s$(Ub1K=i~3^Ufu3f%29t9F@ZDm3LOtue_9dn z2d!$wsvsZ;&R=nXC2o?yCX7mmbqQ^;>Pxo0FiU6 zll<*kfAPR^N?sMI1`R(l#jUcAIg#4Uj`mq{l6eF+P7uO~XF#v&auYA`uk`z0)9*<2Lc7P~Iw%7I|AZ9| zxC;N|Yif6KXh7u72680_hmR-hH}lt(E6VFGt)v9w+b_w35=1|hV@Kh4$%QGL zlK*OWB+0pvFM%e`RjHYHaux6^u?yiHD=0b@Gf2)6l12SyyX(!~uv%>|qY2&#rOP^W z(hs65o9_Bi~)qxQAlH=d&2j{?1dLO?lDJP?W^X&6hk?s9NbveQzD6jG)7U zXzRZkLr{K5Dm&DAsqnXic)qaE-KJd1^kx8uFX_PM^HHASJ8wCjh*R^aO*?r?b19jV zH4+PEO{8-`_6KBU5cBPv!NC7#+;^$q|JZoAyw!;8Aqut&a$p-ii33f}qZdBTRUk zJbq{9eQsgcT|PFKGl9o*)0KlR-DWNu=M|F5M9&o|SrEWMcpyDrG3{*OraH4ip_^|d z8^|>fThYP&`e8Th{U4S%>(+*_*9)~J6rXma;v&$LZU&)VbC(fJSRdn=*zTtzC|E(! zBM0tj31WwVclv#f>w1wDy)YyD{e71uQU1(H#0bpAec&@M$uN=btu$?LsdVo%+!6Zo zC4m9Y<#&u$cOd6b!A_;^f*7}e$`>pr>7(EF{E1l~O2m(61*WRz**ly8a}Z)99~g1w zBwG877(^0mGc6*QT3DUEz-~3RxQ(CL#rj}T6kL%e@4j~5sIpi-I$sZ6UvWxSck&n4 zt;|t*h2xVK~Z@Fc<+6GMO z_q0@B97~hv_?-LHLFvGK)Fcm~xjnj{1<6+-4+%^Hzu1Ox8P}oAgllE;i4tkySWTa< z@f?6dcE(l4?_|)eUUGlPO8Z=xTV3P)Mb0MfkjFc$or%sedHRVEhWYD;>xTc zWy}n|`x{3CqwLkF7%^1OFAmHZ@dvoA=tkW38wCd!XkJ1rm3*uv)?Sd}V3Aa3mBFMO z>KmOzOjoj0)%VBa8g6ISD3Df0Nq@oXc{d?VAr0xvNS+NJJ?@pbIz32)OT8G{H*00@8947Nrgjv>#1+p3R`JX z3GIyMkHCcS8As3S1vP+>Z@T$IMM5%3qn|W)eFtH05WlsE?aS3&8=JXB8f=P+AaOt4 zs~>#erQ=Hw6e8)=&8JVgp|eo?QRVliMEv0Eg9?`PRD|EnWrQ&N@$*LFqc^B70jccsD42+U26}tT6?L4=jX%gkV$yMhDFuGrvnJg4^%=|kqKJ` zxtUUU6tv*-MlO5ZW=?X|!C!Z8p{QsMQ|#sLU8OsBs#HDDBDO?rn_MkZ6bVO!>l zEEW~;q@3^f&3dqSK_3!1$>`oO4PtHE!s5mFQZg+-0dM~$kr*gXu5p$IH}P?wb3~yj z4)!IXqklnNNqxboHiVT!@WTe)B$9~ zwzx}VoyiO!#i48xIrN2%vXVZrCjx7!sumX4n!K_uY?1o5)ltcP6I+73@QF-mU(oLM zq~(WcA{T5xZtDtW@E+$vGmlFlYop=e=r667>ynh1QPGzX2Md)TCVBZs8%LZy_5+JD z+V6!i)G;t>?7RLpMPE>vg-En^ol{?26f-c~9q`j|_~BH0Eln($R}Xb~HTLW)N5nv@ zJ%?B8*~9w+_w&OxtDW%g4B=1j9;`WewB~kUl-;4c|3-7(091nZ2z;2vM?bH?agk`5WKOd-(sEzYhfS`>`%W7R#qZCp{K*S(yZn7F5Wdk?uVCVJ`(XpK7iBWUnZx* zgE^|aG!@67J!zNptD>C+f+F<2m4u;rBNT@KR9l(I#K&?18Ng2dH%+Z3u5upA)7(QfEvZd!R&Oh{J&OdQdrNybIfIeNvYc z$Btap5SAGiQFDOB6WpU=T!W^)GI8G(-N03LKTVF7yQpv>I{DI!t;!OYZ4mi+{5_E! zbN_e5p_durrUN^ViLgjm?Rh4gu8wyNjeJdDGzq3rB?Kx8X&kZ=7HST8zJpXV89i8s zi|Q4b98@BC`3d;8F2_k&W_PHJZetOq!DL(W58JqAdCBhiKJq89GwIgy{K^lwe34M2 zfG7^GYO}^<>YxO(m*VEja!ZUK(xjvx37}dioR~JUQ4&KbL8w0pEs?I*c4$G3ki|h^XzL?`WfO z#b#~tgA?Xu>?0ZivZjZm@=p{-iohL4C(zftovue>5UvGL#X${(G?4tynA}2M%{bQBnQ5uy(5)}&3Ko0fGZJlYS zT)sexA~a&YOf`GzgTu-Sh?0a)Z7*h+2Zo-64`}U;N;fOY*wfwkH@f*HwaePSorv8f zR-=DwZdn={#w~Q!K~Q`l#o+LN7V-n9Bv5)$$AdpAzhD|ih!SQwuwb{quG&tOI-qZTjaM_Q zm>2cBB{AvlShZMel2fIpWtbO@ji>q)cA(mm5rL_csv^wG3a=7~PnKq_2>;b}+4e0+ zCXii-1*6(1E0hi7SU`CHjm#yA@AsFr zU5!wXv35i4w6BD~82DIMgji*(;()1u*ny}&#I8q575fTroq^e=l}dz$-k?zO(3Kjy z0UCI(eJVJb&BmToO{tQ;BQ~qsCO$GeX;^!g4_V`2xVM(Kv-S>VJ1wLX&kYw#j=QUh zNET+eJIkU{Z;{3677!;s$xiCKEMAWi5YEdAfxQwZ$uPlJS41_V;2w;YCu*f@8qn>W z(p~#r2j%)KAzp&Bo%HZ6o2 zDVj0IaA|j3Ic2wi7aYo6hMJpM+uU0msQbLqi+%q_;9XoICy_gr(?1EM2 zjMBmdh_rU&0fOVJZYMAEt`l{PX4R^VnAnzNOgsF9)e!v}MF?hiuUbF*i{cElGH;Yt zL7lN4dR(?8&#z>eh{=vo`aC4knu0R-Cfp&$EQ-5_?bJL&CoM?WP#oX()sl>Gw82WH z!u%sl=k)uFFq#_WFT84!P|7D=+`q-9xm2UfgzQy5JLYS7{&1bLf#3{cfro>*VQvYR zOm6myL7l|qcEO6`P7xog@iBsPgPV<*f^qc#^GCY7u|)hmr=LGQqq=jss0HeC*_iokZOy5RQ3oD+#-(!3{F7C&2MO+0f=Fj??+~zA7FqO2Vn+} zXQ=KXcKUO|F21SZBXIPI8nLTE)1?^ughbIiJ6lZ6a(5>^lA_S&vMe?eLQz?QG0C-66GH6AHR3!KaH;R$+~AEtXZSK@1IT4gkc4Y?IXHsU*I=7R$R`+cm5Ie>_i z$F({d_DAIBaAuTsqo4h^_nO2@soB|yH&Z}{>6F)ZD5yXUy=2Db&4|*4Zg-b>D?OpR+*}B_E>G{ z*Ic)RE;H*NmRzN8T5te$K%nKErJ=FW(At{*qzQ00jg5_Snwsd2ehzoGgj`)-CEwKt zS$==jQIH8*VDLLSDp&emYJ4{{l5l#UlG81;rsoyJ{C4Z;awV>uzKOc*72AXQ!w94A ze)Ve^PhCl6pOChgtc<*eKwAW@T%EvmIB;K6&DNID%i9~t>(zNHDYRPu57_}=F!Gw4 z>0AGtd=UydeY7)IOXw`LGYPAuh1FVyE{u)YSG~5%4(0@sh6arnoZIBI+5LM7pQq1x}@@%1%rI? z)=kmG3R_oliP2x$>J2z1poi=%GE>EX-Dutp(FCj#8ipAczwO z1zPF8G#%nZ5;7*N4`%dUBmOgdB4e6t(-XKQ3DorPx76)%GHkp6W8&v5&HE?19-4Q; z$25;1fE3?4DE`Hb0`w>nQ$BHq+0YT~)={6TkRD=XHtFhLUJkx!N-r1mxQlwpBZHzl zR}=s%!DZxa3~0@MwhHRM8pG++JO!(Dygc5Nq$=DR{|`iGgm|j9@rE zy+)_UV5krD-*dNmYW1!6h$6s&n|`s0$EOvy+nue3z`Nrp9RXF_yyg)#WEqKV?WVLv z3=C*hRadV7K3ex!zPjhpums_suoP6T!S<`wog$DtlzpNa0nyrBCvVgxAzcVG5+J92 zjq(ltsQlyL)L&ilCtrE3_iCHH$JgGp9!9VrI$N_ZTzHA6#U0A!Jki%W=0nlU zlsV+p)!!02FbTCNh%12)+srZ4&hOf{LD^{i`@Dl4353INLmu2PG7t=?5k zYSiEb!C8nY32ShU?|2tUgMBK7I?t4bDQ!ov(i&wP+SrqTHBH1mZ`xm9Qz=DTF-+T@ zq!#HIhtrupOJ^ui##wo=b2wh36IrT6 zVxOw|MFJRA^0XqaaSxwPFfh&h4fceC3eP9eu_jCN$$30i!2N_;PvBWq@KS@IaHSV-| z?OD{rphi=)A|0dntXSb%a6l;{1UBu-^&^_Nf(`-wR8@1sdkM2I`>BYj9+VG`i+!(= znG8{4BmC?870|#Rkj`m|XNQqLH(lZs0T zJDA$(CPScwe5c__8VuLRNqBH)3E)F{#=g3XX`f|U3ZE5IcJV=Wn(?ZE>&m!9cQhrw zMjm?gXCQsqLAg~&nTN~at5!`%OPj~Q^=N_$ zga@`YAe4wuiFCL>6d)?XP=q%3b3SN#PAnpw0RPEkWa#T2H~{#8 z(q;xT5$XmK&8`B^aVi|aA8zY7&;7POR4x7>;jv)}UZ?5R?S#U8c+Z?HsLLE)uqi;i zB|yV>Qgl1hr%jFpvVa{_He-n?qczgsVsCre6RTZ=Frd_;I9O$`dMVBdqshACe3GTJ za?|n`%YhruCCw+1j@0ROljp9|RfaYs$%E}dCq0OLcRi=w6> z0|S?91uNbLljHmh$lr@FU##;R_h{-HbUNQ;riOTrM@ysO-DifU^Ro7{+B7}4m%y)m zNi3&oR3HKtlKRw`{d%pF5(lz}(_+4=4!cD-Ze+5qsdA*u$wM0|4$+hX#2jjmF1z{l zBF89Z5rGKct?_%1zf$%_gv?6 zVc6}0TLmit1}_~`kj>`DUq!p>u2p}7mf*BL4@k=7h;cI`Ie@uj4aeBNHoWsi9xk9u z5B0kr&1CQ5g9cps6M-3FrBnN%j12q zlA=wcrTx$WxU;c&fr^HC*YxBvBAA5(--ugV_qqK7^zizezyeF&?`QEH-arp?b4*%2 z69^6dHGA)=UhVUF(el$Z=9H*!!g-ub6a7%QsQyhBR=Yl7KLqh+ETFVaYd>ntYacKv zSa<7>Hf=uL`wi0`y77%$W1L*xqH9S{p0iUtHWYi<^C`%f8aUC}Wh z&U)`DD)`c_E1%&RXeW+U7og_qIkB<9vQe=lkTa1GW<6J-jd1G2cgvfOull8DYkhZw zZ=l;(B(irtF-n7h;Kg*jnIro0)2CM8it-@u{`XRyDDZZ%D-m5WYPA;VKcpU)JwX3a z|1k@bIP=-gtb2ho+qW#4)|+;XM|EdjR^ogDKSO0z4h>EV{X=lS_Pp8`n<#4;P3`6w z2gqMG2hlm8EKp(|i~=&V*s zXfB%o$POw9SQ;i|;upTIv3Im6>%=xfWzL&(aWDD@;9XN;*{$F8Pj8=9fzgEK@Fc4s zUPf?YvAV@=QETq5dv-9LE0Ldn%5UA@!O6`FyjBED%uP4F>B2DPdjWucg4> zmIYg%#NxZX>Zt#Mn4_$(8C zMJjwd=hYYL#efm-DR=?m>015#+rYJV8SWJJme2>fMWM!X_s1dT>7t1AV zG=a-A(cs#x8z6|T!C9(*-{>SoLx0B-nakvQ2Q}h080Ys&3&dAgSmnU-ep^K|HoUJ29`Iuqu86 z@4}&1zqCWYRg`&bnB^PDVc1((P%{MlAl?CZG-L@rb?|}$%o1P9L-K_4mu;yTDwmiOWlt*+k z`S7g(&LYaUy69cBBkVq19+i`4-|8$lq0 zB742x`AW#~PFCR7Cq-y5w-TUW_v%ohWwIGbF?=e*`6|BjFkQT#b*P(|uGMXa!G5vEG8;j zjx}-Z8gS+|*Ce-p?A&I+h1V=sBIZXwtYj{{vyTAJ#v~y@3Ci7S7yM`^ODrN{NIAg) zrM{lJySux{5&Q%E(S!@?|4^AJF{=Xu;lM!T<6*%4@lJAk%x7RLfc@bza8t})Zj*#b zcRy-{K@2u8i7c_3t9{bDTf3A%`=p6DJM?lhNBrUDw-0Vlo@6irEu4tUv*E6dKLjcd z?Q7zmSu9q`oIezr3(t=N$&V4bis*fGBp=_tPF;$Qz}VE(;pfn6q}yJgn;FTO<%&a*y>LLBktA`-yJ+3iotOp_*l) zPyHav4SyQyLCyb}#s!!X(ax`nqS_h!-9RoQ&U-`(^WD35=FNd(;*X}`)$UWMe^ta8 z=BwGyR5(N6NE$P!%$Gvan2~kQ{(we!08ShB-Ld2mx7qKp2GS&(6(dyuR{tfPd*47h z^V7I))S(cCZ2fEt4_LEFMYKT@S1u;FIyOKY;35&Bp$ueskcFZEga@j_loS65U?zr#myqUWFc}W-s^3{}C!GD%#&F{^9^=dJ$K)?}>~FvZ#1jxWynBnv;~Z)Q6= zD`3WAIRaa@Q<@NKnyxY)+2fxhX`05RnM~2&I}L`gggmC%?1>?`=@FcFP@LzZLL>lk zDqQ29TbGt_$p&?I98pXg48WawoAY52-Kpp5k>W>0VVcxPN zt#;CwWst)~17r8M8vvAee3Ze~D0qfPF3U=ys8~b4)a+C>GYkp_1ks11H93A10A3$b z+XezGyI!BJvhBTp{zu?F3VMh9pGFdurm)U)gLV<5_zTEm3iX$z*)$?G3c#OHz+a_@ zgq3Fg68m9R6mdwQws=Jz?Du+}1o`=8G=QmgD#)N*y@h4R4-nTQwJt!<>fl`(DZq+| z@WcYY1KExT8uFJT`}Qx{tpA6iH+@V%f(04r0-7HFNP!S1EFLpda`HBEGmTLmvo{MY zplNJC>`GQssSE~t|9{pSLRZ{J0WdTTQU?pUf0rEMsEr3>kPHZ8L{J6UL3O0+(EKh^ zb?EiH9|^jm3R2hTJ<0(uqw{|j9#SN7aYSlDDB{t%To~Yxd|uB7UiPPCbS-CgY@j%H z{tS$6@|}(9;IwoU@1IHFT2;6}A3zyGQ7z=a^e_Q9E)^O>Q#F?7U>-#P{vdJ$U&S&D zRRDUtmH*0%zQMuHXku0*ULOea$o~v7{U;hYD3+u4x2%*LI55*nz`E$4&OduRS7Q%K zgZBfQ>n^v7#}*dok3v9sFtQ?(Q9Y3Xu=$ZrU zC;Ass+TcGa^T-dgMs8*-D|nyB7wMOS3Y{#(Zii1J)HQ`aAj$Q*nLyTRRSKFeZe zM*VlT=-dnbe+Qc8$`7+eBRD4cTR?YY?KJ?uAzEgyiPU|vq`h&kB@TpHX#Xex(+12? zPF0oY*1zhm6^SlmYU2dJi_-`10myh^W`+F;D6wg#2?z*4Mo0jwIWQ<_-TR-K<1dVX z8_Z2Nr*o3Q=YoE}=VP9PUCl`b9&^E3E`GLO31EdA5I>=`1*4xOm^OPgBr*zt08^4L z{b$~Lbfq8@_HWyzw#M53thdwlKo3v@k9StJflvwV4S}65M)|Jpac;%3&)$TGyI5wQXz1%U(ogjCDFHTn#tWn>Hu42Vw7!m0F2JrtOT z+JF;~l#zi6w1sx}{D3GNh~WM$TgO<{nwjwRsWaYX%dzrOdgw;uH^LCJOU)lo*<)G2 zbA-HpXqfYku__yN2s@OU8@y}_`FeD8^r>>|c?*x@*Rv0dm!3lCJ&;5GrB7bm!$~BrHp@C%iYtGmkl<%OWdXf7B-Q}Wy;vgzm*7w zqW+RZ`)`#9o!(MiT#SY#06i;K85!CaFJ3e(vc|H6o>pe(R#lN%SXclM2|tiwAel2D zko5lfm$(*48<0^@F~Y^P#6#z~yG4=kNMo9qV59zq|JA(oAeHZp`5{&0SzAt*A@#z|nHS7WV6#}?29CaUp?T)V;kP2!OwQ2~e z-i!lfUd{q^Rx&SyyJ!EM;!f1&|FpacH8#0!T;uDsyJczjhHra<0qZfV-UQw z-fWf_r-rP)5p#FQIbmOYvx_<=)RATR>C6qZP*keqj$Xgg-u>y77~PJh3-|UdHd^<@0WbcJRFX z)0oeewM8SC@HcPXRQ*;~xNYHqYyjg8^xFmo2Zf$2%7Sc(0QIo$UEykd{4}5i#|Y%p z>b8oC_y1h&WiGsZKfbs~0HG3g()jK@v|)L-+%W64V3>oaXZe=Dr>EzGD;gl)(m9kN zo{6sy?Yb`B&N%Y4g`Ee;(q6t?1^Di+T;(W_#eiQY zS9>I{m3@81fH>v)RHf@^&vR_jvfv9ZO@7_g$R8>_0^Jpx$ z2qZJXn`pHS8`lAy0w*7Plt{U3Lf4VE$*rXKhTe$bLOk}D+ktjXXC!{a#6wkW?YJ#} zZEfxEdj;>`cYVFsR0?b1;roXK9)U?Z)|JNoAbVhRl(RTmkH2Aqg`e}MipQ^aPX}VK z4tNnR2s0?Lh;Z<^2ZB*v?q}zU$MN=)L?C<#+BRMi|XYCSWK4 zfE(%dTr}^sT=9d&$18YT7IX%K7+}{M_pW%@0jpaiM~sDD7J75}F(j{{;eoFlq{On8 zpZzL{`0~gadhoYG--DCfcBcDR-|Z@Z{881O8OWXj*_tk}sP@6Db2#1@^IUS&TGBFi z<1M7S7ic_R?Vf?$fMdbIdliT$b%7jf46t>FQovmzwGCJ&zc>MyG!_a9ir6pBr*F>t zIkTfdUXm1eaD1Tl<;{TrTRgyTslAm8X{ZA^J5TUO2cSY#2Lc2aXYujzt3VyGYj>_T zE{`h~laPT7>2e(8C(4l|(n+zjoX)zhf@6KxAb;afNf@&|lKGT3zDWi$&FtXRTezCS zuHDtqp;TU9Z$YMNcs=s8g>@15b%z&wt+y?1l`~yn`<+^K%?{yM47qG$By<^a z53tBrkwB5jiHR7Hn82d4Y@@SxDnSlIE9dNO_fi$cqm|za~@26gGY;GoxuGk~Z zj@MeeL@cC(0qGP56F?5?e`TfGVxpoP6w2RxGPkng1u{uU_&wR#-ct5;59ezjDdY*% zt{h;n(pTBp0-FMdK_s-^7YiesVj~Urs zB2n|JQor7^O4AV>XMRsIXUQ!z46e~ac$^uPF!^^kF=u^wb;yFpS`cIO@-*R*VSNOlQ1 z_I&L5?9;n(b~0%D$4C~8g-XUCI{~$@%3BfFgmW+*-;AHLk!;F*8}XDym?@S0?Yt8e yBvAm6H}drHo*x9rkgos#m-8F)NTIWSi&+(fNMP_u^8-rK5KUD*l~N_U@c#v4ZG!m# diff --git a/_images/3d2002be363e512ec01a2e1925e6494a9ba5d7f76271b5cad4a77b1b108e14c2.png b/_images/3d2002be363e512ec01a2e1925e6494a9ba5d7f76271b5cad4a77b1b108e14c2.png deleted file mode 100644 index 99b28c347ae3db1a572b72b5383e4acf3cc968f7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8730 zcmd^_cUV*Dw#I`ED~yUVQdK|%q^TeT0wanTs!9z_Q0Y~A59%m`2xzEM6@<`1ARwI) z1*J<1y+|(s=~9y1wP)tsJI_7sKIh)Q?)gJ~$P@P7-?!KLt@nLD18=A+9oo;fAB934 z!d}063x(PthC(sK@7)8R9E`=jhkvA96!ly*9n4+aO`Xh8YNjrZwhk_~R(DRinK?OI zIoMwikroj@chb_u#nBlpDr)ziUl4I{vJh=QF@Fj!vd{54&KZSbHbwq0q{$PlP^eP@ z*sGVdJmM$=-i})1BlJZLk$XqQVjacHu!qKdtaWD?_2~Mn{OA;3Fzae=w6dYu=cbAKs-qu|aX) zfZEcBbsKYwM(GymtvQ}Nhi2ow1?L)$piuso-^+OIfTy!ltcJfwe}J`DOYJ&{LWwak z>_nlSUHR`HtKU=7IH{#?VBk8{dg^0st>C$HS;<8BYV$)g9NKB@7XpF6!sRzHd(KGG zgozXVW^8OMBmp*4ijhPjl@32V(EP5dVUMb&GqbZ2KHnX)_1-E_x7OD~rG38V zozY0hA{%?Fjf{-c*Vng&X~?B7H_NohPjJ(}2P`cu75Z+u#p7ukF|wZdsTzs2DvbUs z&S(#boha4z34dv~x#*mCU-u7qFI1FL*ZMSiZW|hArKm(%ug-KTW3gYda0THnU#4Tc z*UqBR`h@WK`0N(BE!FYyacgVqHq3f|a(};JHm=|rVQhKhqIJhvvwQc_-n_Y5=0<6& zSRc&%{@r7IVuBXRd;*1j5_rEs#dRvHmqRRBDYR?qOR`2;Oa3`wT>jMy7R?=Y#RF%s zn>F0DlL0lab&Wk0N9#h#gB9M|Iy$M8zG5L^VKqXbZO{4O6Bn)p9T&cJ>lQ&-MWwU5 zI}Nr==jP3uY!@w`!&4P{EZ#w0?5=f;7$XzM^FE5swQEoC28M=lZSC#aIGg}BBP&bG z$ERH0m{)*@=L&3HMn=X`XbEj|_Smsw zbZDF^8L-C^YDV^U&pS$OZ}r<3A31Vl2mj#{>BbdayPsjPSm|*N{~fxjFg4X_xxZ#a+*&7ncLY`3rh%^LuPBdvc)s>0f7r z(V4G|AHeNjv`=d(Dn7=?woGbjYeyK0MDczecS^6UH16!|q=~a%ve&Y)$%L(--bHFI zHT4WVdTGhY$ZI-<=)18Oh4Lvblr{ptKbm6Vip@&4DVl)(xE(eiH(6MUAi$5>c)Q650UJCio}-mDLLYg`)iNTyF7z4;<6 zELl5K$7*wB8V!Z&-Tu;HqUI`THIqzd!q?zjqufngB%K{=I>c+XcZeR-1FI6QjN2wwZPanJFyQwxpjzJ|TtG($;>G8uGOrm;cmph|-5LK1 zXyt*d{x4L0+IjqkNA~{%=KUQM{yTkqbj9Dw%IY`15C}=p(Lb)vk~Nkmn!?O*G;u)Q z+FXyas;ZW%>a+9b&##OGaPNtm{5Dck-`pHIV6O|!dqzDj4KT9DyA$vfT zLONNk4)`qt%0QWJs66f6)1V*{AcG$L_3IsBqf#wCK0avmTcKPSglYhot-5;_7B=hi z1A?NWWs^p(Bc4F>mbF}ysxkQbfdk)^Xdi7_0ef^d0yP*OyG6sY(w=zB~ zQvlDfR6xzh(4<>g#PjDrNPYQq9cDs<{KP#)MMbZbFG`Q7j(|jdmK7l}(aP^hz+#el z6C0)b?UhX3+^!_WphBKsu`s~?0>i3*2E#`fGZ_8RuWmmmS?w}dg}q33 z7^*}@irajD`o|#F*+K7x2;M&daC3bjH$0rBDMmsCsLOWAK91LFxcWiq#zd@yRU0ob zF)ckE`#S))alSkDp-?V%P^V@Mkyc$=e~0R zqZEh@zRUogpVAKhQ{naRM4P`-o&V#-pV}9Vblv7>4ZkE1BSL4+TtliA^wQ*z11{3M zB_aF6hpQhyd^ihAg4^%AX|*(r>a4jr+a8MB$GSS3uO9-@UMrSoQ;}B%)Z18U5JglR z=sPus^2H|ry5ynliAys*1w_2+{rhhtMT{~Cgd^J8+UZK6T=k8O9gCxN)Vuiw1tjlv z`-rG08|vn2Z@Fgy%)>_*BdFR}Vh#COCJBzU&rbB_n+4I@V?g=m2uv{);OTyUs9bWa zLuLBbLe=f6?;k~hDArg)A0?7knj^%2l!GY%p9u0!K|!IK_UX@j0`4yl5yHYAQCks4 z9fo0JXVO@UfS67Cu*w|Rt@83-6(P2HdlCWF;?7*X#hg@Pc0nFq|->n@*zTbXj zEdBQW03TLBK)?wdpOKdKZDD=G2SyR0VVuBQVkpu{CTEtG_R5=&)&^VK*=c)udF2tI zkq;gPRIA6MwQHUnYJa%|@!$F)r1!l>nwr z=N1ex+n{&`hFb)01IAOlzd`c4;t==QwO3!wFh&` z=$trlf}t-nGZWkgOP+7FKf_F4aju|{5Fa)oB7#lUBM<3(Rde%HAGt)gg+brmEt@|B zU7a96EnF7GF;Ty@L;~!{8x73MgY1c#LHZ6ZJ zX9i_b2J=5XJG)a9zo8Nl87YWHqq~Xn$^WHbiU#JPy$f?+F{-+{l4fRRT!1P9=g;4I z@!~~qp;Z_HZy*uqKv);daJgZr&^jJsy8ssYp6DYu{h@`wHm=dU;In-(nW+J*6)AbCnzEk*+=PWe0c%J3x90W@i_r#+?t=q)XIk@0{IheczC?a&(H5@ZGF|) zsES$b(4^042*IS4UVB&0} z6c5c04Yjo;A(wpn_NGCxeJ2zj33NwO0!F60eK!iVXFr66`^Pzbz(gUpMCe0ZB{$5j z&TKEYkYgllR+71?*9j}Mtpyv9)DYKnkjTcFkPBQX?sp1;6p%Nd<`h;?K;TOavwT*I zJlzoTpCPX*Ff{k?-(T{ofX=w=tNOP@%cr58qpMzg*b1*z0xwvKOc3e78=5%cgoY}8 z{}K>&08FWir?D?zzFgYy>8rdsHDuNmYHBG*S~Vo8KT3 z#tYF9m?Hr>IXRQ8nh{8z)_Z#AJ5c^1hfic2orGcghvpM`H@t)HMr=>7t-S`C zfzj|WXc0gQO&mnQ0jZ%t4T1O{ozKTMoq;YMQ-a%|lYwb(bB(J!`-m$dIs3l9(X zrvjt3i|q%rZr&Uj0vRaBDeG}VBua%a=2TK>Ll%LoXrnGXDyqT0SV%%bqFWQz{AAze zF$B>_-iN0xCmv&GpT)N*gZI31=MD=iD>3jWf5xjNkJmFTwDqvKP1`p6@?@~=s&d!ZC70m z0$1?t+15B|=fb;nOh)%V9s}>9Wn^Teq;UuaLY_LiSP-iy5)QhwVAjt{NN7VEGc#CG zmf*YA6OzCN*D-m)iFwd&WoxSi!*&0G1Jpin2oWz{yat8S&eaa%=gE^j^cGMXNZkBT zuBz)v?n6Iy6iW5T(@An}A~`?HfrBitb0SEz@`j2^5C@Y|wHqWi>qB^YVI6ef^cN*= zjG4ESlhgHyy%6Ey`U$NG^iMB%U_{A`($r6gO(sDL!oZ{@8o-eR==#<90RvN0)5~St zV2Q@Y?sax`)x+$jluI468IaSPT>BMW%-mJt`?FKLa6=pTbLg&>;8C<$HJEuNn34!& zkvum}ebOrQ?QfYaL*LiY(JK;)U=jVC3y*e{`sOuL9=Y0cXE|@}?L_0-BchI?$74N` zAuV;8x}mM5^}U!>RFsjFq#zQNxzhrA5&cNrbN4mE{{8#IAteP5XXM-@p`U**FoaVk z)qB2#m`p^zrAIszEwfOrnTV&AfL9d;OLpqY6Ua~J!Y{2AU5af=m3E$pTXH(~FqHJ$ z?M>qQ7-#$C&^71)+|ZgdADoJ)r)naC9yJ{MH%@cnYL~_vT)!x?3c&fm^z?LZkzL=V z5Im^Lizd}5MI|MhZ^OU#=9ylRY3i`G!%c!@oGG2n(QHY;bQV}>z;S`kES+^5Z%38z zecwy60Vk4rf3)_o+e4$P2ILY*K|DP@Aqfm`GH>ULGJK!NZSgvLw*21bBS>KVG%)a{ zlT&`GdVB_CZpH1kO@$EP4S3CFgZI6qrx$JPIUeDFnSiO(1@4az*1G_9UY}&GZOLzS zsv2&XotAcXw#Ooo1VYkIE#~6qr=g+6vRo}zbq+oGAD{m6OCHolHXMNH!68Lqsq3sc zD6q_U3;W2ToMj{T0W;y-mHoXX&P0;?g7GYHtLW?3uUTNE3*kEnMLDbc;1D9Oa=l^! zM>cYgckQz)Cbir<)Yau`Z)us=*4CB98x9~kS*!lxsxQ}I@95nP=b@R?KZ(Ied6f?MQ@AE@5(k<4<21#7;@uCPH-BeD$WAq7dL9TU7{L+4=7d6V>#l$4LKPx()uK2?{Yg~-h3)rN4g z=Lusl1EmX9q(q?#hU22yGSn{%8y{cxD^YOSo*%J|`R;`*SHvr+< zjp`z(&UOIB!JcxDebY8zI<$?9evb{leRD)klk)SI3hTgo?s*pVrm?Z{LP%Xn_VVY- z%^74arR(Mzzm74Fa?G*8xX&9x1Yrq*3q@RQG`;~{1@6|V#IU}hA*^Pk)hx;=72JPX zN=iyas$HBjZql^oNjjKr`uTPmb&F(Lvj>irQjI3IjlLXic^tnM>ml zb8O9K@$gD=!Hx?;y2>tT+p5Iv`-YLr<0myWwU`SQ>fWk-Qj_`3$ni+!_pb+ne-u}U zG)pfj!O7D%T2?b}Q!_BB+wu2PCl!D|h+2TE-?!=Ow0lo2?w#Z7t{kIG2$P`yO5rFY zg+tou>d`Z*t&qZW5;YP-64ax*dV4d#4`Qe*?QCe5wE6O7b);%QK21-hy9zi|QHzeB z(|ZNORawSut`&+Yi+mez1Zn*2RQd@1!?Ebx>2_l1>C>mj7Cm+pdCPK1$2Yfgjk=)w zE^C6iyuA3fG_)z927ci{7l(pxEzAxVGIC>JS9wKg#Gce?yV4^_NsCz$a7~lV+C>Cs! z1xKi}fdv*^4`M=*SfjA8a4kAxvA47fRA6h4Q5n3v(JJb<0QrvKOM_`(%=q~Eiziot z?~7EW1~7ByfMxu|{R?5`S4Qr$;^Hqnq#r>gk?q^lJUrQoLC0~R#Yq#5FKg=3 zS`-Y(o+Ixc>u70(uM*{{pEu_UTDFUMltNrOu83VTAaCCD**`s3=o-(=C2NVaDG0qT zh@Gk`iVY z4;0Ub-&p26sjfmG!AYvkWOF={&EJ8ev!-bAniw(DhxqNl(3={ul1;s3?ztrJ@N(A% z4o3njeP?Y5iZe$ftU&re}J!L^QB_u7~g9PhYqE*}ZRDS#CRkYPyBK5-hhu(>?F}+Lu zjx_>x2Tz>;fIOv0<@YKXGDL`o47+~<_7JF N!YZm?%~3FU_#Z+%Jfr{s diff --git a/_images/43907df3a9a8182664f72d609a7efd07f68d7bf7b8e083520cf3b8b5ff99b940.png b/_images/43907df3a9a8182664f72d609a7efd07f68d7bf7b8e083520cf3b8b5ff99b940.png new file mode 100644 index 0000000000000000000000000000000000000000..ab17d180d0aba978c210ab23ffc22ce779f7aded GIT binary patch literal 18487 zcmbWf2RPSn)IW~2_#!(B*&&~gk!&I)LK%^nBzv!qtVB_YWM^e3S=oG$UH0C4X3y;L zJ8$3T_dLJrdj8M#|NZ}6m(+Wn`@YY8&g;C+Iq$a*lh;C_`%GsD5Tn|x13N*xokJmQK` zpBbrNUuF5|i*xU`G}*OFx1@~K@Ci^azer`iDxSjg|AHNSRZL+XaJIl-o06+H^PP6S zHEt#$6?5^mA89`#SigU|rXyYb>7&>xg9%U7D`sK-CYbqd42tzyi7pCckn%Z4WWFVKI;5}%T3YfiUWg!V!~I74 zZ2e`=y%}of8V4eTs~ffA%c7YX(2LzhA4+YDmu0)AK`h zz`3P&{{HGxvWk6*17ba@DdE(l!PnFt;EZ{kciX-#ji>8Kih1%r*?(-!-2HHS$fjiB zTZU=xcN$bgK#9ZLBTQ@cYeL~w?B)d$k~FP0_6H{PB}t;b|3L8ujS29w9eS zRlUY>aev3pux9BN$L~=z*$phMzP*FP{9pkWze(%&?)CZkd0p3;u&vdx`275v^+616 zu`Z*(BMdy}Tli#U4wWBI;5QOqClSZ*(>q`09Oj-iQnq|Vz;m2{_0lm|=*wo9Y6xr)NFo`;x@zJY;(QBD<^+C^1W z1rqi$mzsjUY8sQ6{m6ui2d2LaY3(D=O;cC}tlo_@vK$`po>|@g(#O4Q`I$7Hb9HRH zbaA|fz;&E-hIG(u*sUzxb;xYBHE_c0Y=*P7|gbqa@{h zlyTT?VEts(q8jZuSouad6f3LtT5{0(j3@aS@fZC%ZE?;+-=oqhh&W_rPYOq^X_{JE zjFVl`A4cf$5=J!4IkE`&|#X|?Y~ zSpyRjlaR>BKTl+tm?*idd`IDuTZ`Hx#Xt_x#qc!&yPw->joYvla=HCxt1z=bTsa8~!fN?e%%B zRh{3Pjkej{oeDA=%;%^)Ia+;OV$V8K>U8Fsq-6YE29Ho;I*}ZgReiSmkw5)OnRgF2 z+h8Y8Ck07N4q9XzPt|{rk(H$sV4I$u`Y>~yt&E1lr)_BB; zt!-!siHdqWS<&3wOlH%aUR_gjk%VMN)|H8g{$X#i-(r?eo>l`Lw$%#jp{>PHTlZ)% z)YRp%lF6-(IQQyC52c8v3c3AyF|EpT;i%WfO-okG+Pixuk)qTRCs$`%@{(TG8Er4E zFWG4XhlJFOogBLyuLpVYJo$-(GwQyngjgoWW;&PQhxucvN>}2%j$L1D{gDDmiD++r zv74&LxoI_+UmF==kzHO`Yf*l@zgSye|HFDjM8s)fde3Io>yQ(>wK5XjCV7Ib_1K(i zOLJKrCDveJQWZDOEKnUR_IvZpVJ~Z^c%r1wHJl+}W$ca^gRMB1aFBrGQ*jeJ-+ju8 z!X}N4y^$K7I5%SH#n)A?a|1&oE<@+-9Smm_F#Be^)8v==@GFj}N}V(Jt}wnlqFI}^ z)5tY$qT1Nl_|uc2+2H{?mU_pJSk@q0EBBS;(Y(sxoaD*Gc$E*BExa6~2I5wUgC)Lr zx2{yB`*C7Xtcu||He(fJb7w6vzkmNW+?;KZHAqWK3keUGgM~92_`!-O+s?`e_HVBa z&alVM2zITSP;9IH&ahnro%_+>KJ3ZyfjgLi(Hm+qwMmWUk6mYJB6+IlZu~>N$?dWx z(zl5leD&?W<@$O#H+>a5BT4@jkyqF|1~AP%_s@^N)6A zg_5TDi=SVl)>;Ie4{Au-OP!R)h^s2fxwZSNN>VQ%Yj6OI#oD)(Beu2Y8)bIIJ}3C3q@0|O%CRCE82t}4XziRQ-nhzTL<|zc zmyMd&CTf(%Dm+v~({zfg*>2ou&Nu6-$FA33(Rk7F{rinGk?>cWJ2?}R##+bS`eNPs zeuIbXHY*38^STb>8k)V#G$&s=Io{ma3^h}bdpi{nziK})ck+kXNIU=f9_DFc`PgM6 z3PzSAb> z3I@e?cg;|($Xag`Y%TSO%lJ=RavB=5`VUu3!qEoSIC(}5fr$-co(EQEA~iA|(HOmd zoNpS8+g#ys@Gfwm$R-}QxoFH&$8pSM%)^Icxi1$|m*D0?4 zl6T^&fZ&?S=Got=FGDIzewaPcpHS`!s5?gx5Xc}|acDc~nQ4AL^xe{^)%~XM?bmMG zH`&-5d{pR*&1v=Drwd_TG>y27S!oxT8>_0RwJh{xwDf2iSkc}zeS%24y)t4^U0vPm zLn2{XXgTmy;&|7{VK&Mn`~tend6^Ft(S$g=rIE6}s}k=06ciMZ{H;PY!!H&ypM$2d z2?+FT{pq+fks?B&FH=j-NpLu>S@3opq zomY^E*Q~y0{N2Fj{#1S8mnO6z8@jFG>@I_fFSSw3UXi%_ZcYg(wGw#pw*dkCDiV9i z^Fu}1G=kPKy!DYTuvRRrtWj%gwq0c|Hk-fM<3lf?>o4;=EvS<-Fxcp#G#`>Q9`0?n zJT{3n24kfZfzoRR2kt?puUjA5dq7nTkmhY*AR8A~0AQK4CV(>P9h_f{Td7KW*XrJX z(5;&LXHKbfL#<;0**+Wj^7~m}e1entUP>#oeX=*f-@9XryW5jJezdc^lq5KouV$F4wzTO+O!l1WNz80O|`6FajrqFF~H zrM&kyd!k2kB2aYvExYB*y=9x&ECq96cwX=cha08(9R|-QH?!^aCj4$*E2>SB?1=Jm zpxG=5T`l%ck_jLB!RL5g*FkB1@#k(zFtb$xiKJy;PEdf)6&uG=&h$E1_~b{NR-`3r znu1o<=;2nK;olZ9b#D?6b}qHKql_gYHYm^h{xaS8bgE$}U@5Hc2N~@`tnqmH^G=pB zg4O1zLdxgkx81_zNza4Y%V(%PsG zCGQNM^FwyLxLrR~0in_59v(7m8IzptJG?q3dCV?d*!Vj&9wLi?L4Dbn#M$7 z;z5L+L^j`NFMD#ow@f!FbYD|uf1_-1DwZ|Z?p4VR39yyPV)Ds zrlj~;{o0x1@HOFbUzqS*H*U#@R^5#^d9mSQ^$cbj#UJj-@Q1klspow0-;Ki~oo1j-Tqvl$6bq)=>A>OvKvQ ziHP0@^;f)ac#Z1Yi|vebQPjM=yzdz#N9TWhQ!>(*VR@pSPaM!>Y_d;56{mYQg?P{L zDUs2YL!Y5dgQ*ukaD{F&>(8Q|+mn=;J)A5dBjcpcBMUXs=FCvKQoNzCyQL<&JyS9l zlO@l|V>2rDyybHpY*e$ZR3b)3#_kNw>_6+t$t(br8F;+qAo#(P8(7TILaE*MiM_Hn zy+0#X%hzfmJR+Y&-*BygK93{$OdCbu9JlqRxs&5WG|6T>%9K}7NCbZ+ zwlnOowb&Q5JXGW`=CNZ3Ke&a_zvDT;v>PDXW!B{C6d4uo$L!+Jy_kkZGR4g^(+}dq zVjApWNOO7b=`9nu>&0tVaqdSw)x?tc&+Hv($opG)&iS`zdSDnPP9Ua6aLbrRTuYARR(o#k*-MID73Flc zSJVT32^;R(?jEfgj);hImU?-macyKm1hS<(3|@m% z0DRa$m^VaM!uN|MRUx2_=dyS`^luOWTe;U%} zygYWVyRAy|Ya%iaGfPBGxa#v>t-8(N_$hVpPcxcbJ6*;3y$Q*|yo~8Dwg7&JL8VE)C3=+BE-gc9VrA z^hBh<^Q^8x*}i!+@y;@MciU3h^f&2hX+NxnZVeV%DOy^7@0wBnWqjzt=R#?0VnR+w zr}XF%)x(Dml_Qv$>L}trlHEh8@C1)N$qveUee3-bsxh_gmlQjZVOx$)N4v3-Cp7e) zmtSoAvMR=8)pPw%E-+(8R>plcF~D-SIMU``lFmb0*Wg^o8Oa;=dbKnr{U22=vInnz zUBQx9S3j9obt7MA0_|M?tcDK!<$cDzZ$h~u0lhrXtgLOzaWYG-O^ur9h1j-(&9Z?^2KLE-dH?oQNj}38gR%E!B0Y9NN2L%WR%TgIr*9; zoLo8IUl(U#fc(YQOXH^Tg1#r6ENNVyuBBKrlcpD{mAxh)P|lhmd#Y?Jsgn0bS+`Xz zki4EDs?qiPWMKpvUm@~GrtGV5&@y#J1p*e5~6V~=l)S2|u_A5O{KW0JbY zgg2~t# ze^_7RCX>l|cI4*K)O(0Ep>J~k-Q&_WRmSUg>Km|55_VWBRJJ|*c9DpPm5uF9x!dxW z&0oLdb<LS&tUWMTg2^ifcyz*PDJyQ{sro>BDO68&h;IB z4Cgd3b|tzjEG+H$W@;Oon_Lo73Ks|ofhL<}euTgXUo~{xpTv)4m?(Bv|2NYQ`~y}? zK2p5l^Rwue%216rX{5mX?dd9ueV0AMB(+q!Xo-p9Kd+Br{L^V}YHIqS!Akxw*n9bl zb>}+^pL1o~u}9?Kyj(4L`S9>4pDKKEctje&l#RA&R(R<&nQ8Y0K7PXvrsCbFhw zE~r+^u1D|ken+?Q2ZAQy9{s6SISd9L4W)$vOpW5D+ z^CPJtk-WV+s;tT4c|Y%iOtN%cpWWNpODB_@(z~M)nE4cU$t{iJzZkCj!e^|Vju<&K zF+#c?0?lz&z+Wpk~W{3~>@C`pKWWtyol>C@A_ZE-eq9owz#1pY;sKz~QCbmJy?cu3o-> z45qassc`YSAayvZKr@z#Ll(d|Sfb=`yX+~|2r-Fik#lPTer7+f&E|eaUG_o6T#r-B zrq^{%86o*$LHE`H*4{iy-0hk#-stQt&lZ!btgj3X@XY{8z$VK=-YjUkPY{au=_XNi^fz>l-Xn+$0g!Pma5F_G005ImWX#_Z^o zaSIt13mIQ!j;gyTT@t*r`$>wm6~wadkPQsIQT0{o%;l}hcz$jzc6#K#WL4FrpToyT zhW$KcM><4s@Qcnb4mb_dKp1Z(Du3 z_9QI&5pWh)7qu3s45H&{e+5Gjc;Old#P>WZs>vbT>`Y~ z9f^x*h+$bcINtjEUwH9%p{_GUu}RFi_xs~w-7K;qIA{>cK?YPp%pKvXvCB=4Y8G9K|FxmFVoY zn_z8_HSG{cR#o6$Yp`e4G4+{%JCIXiQ9k)I@Vdb3XyraVduHU`l?xXy8jk<;zM+pT zZr-%Fw@1hg;7tFa7mF;g=zEcOKX^RXnl6F*@EvN8YwtB1Y~)#cdy)K9>42$oB!!ah z8IP)ZGm(X9%$P6+!ULl0m|lA_YU;aka&qZ&j(^&{`wYBdgCvh5y$+`sfH3MzQ(@t5)>f1qc{=wyv~arECW~aAL7PBcW{jq(} z7pxvV)^ckBxJ%$4M1d?!0+tC#(MwmZG=YuQU08>(o>@es^iMeOms9U#V;;Jbma6!* z%q|_EYQnK+RlTE6gjV`|lMz53!VvD5Jbwp&B+=g zX-VnnmDSbN-$u*xa8+Cw(ZlNI?+&Yp{rrG!;MEkb4=QSSyPHy69Ku{Lx%+cKo8_8o z`H(4)wb=cI3@k9I-wi6`a*Y~3MMpRN3TDPF25vYC;9keNTAK0Wya_!w~Mn za;zd&bQRk*l=2QAe}~C2A?68L7fxg|1^pz)Ka7{}bTBzGc`nXIFK;uP*cK9Bly|}& z;R%jnm@5xA2!UW_V`lcT9x3Iu8O0__VG(wWW%}705zN{(AeoSpavx|r%H3Q%cPGvx z+G-QQNp@*Cph>UoeE!q(Q8#Dq(Q|GJkybj^5EWirmpt)~_k4xYgD?uuzbSIO6l>z_ ze5<3QI^n%noz<_~D=Q6!=elCU4!!TX#z@9E55GFg&hF&Dn_`h&aHg0ZgA?}x zfJLpL#@^Ag3u4XPsrB&t1Ru-0JhJzFarhyZmA;S3k&MT>ti{@-t@j#tIvJQi9CBKM zHuk|v)v=3;(l#g}=eyvurHBE>o*q>mR8S zLSB+lof8~+wln5A1Z(l-^eU4$+@AuD*TJLP~|b0nR_ccoYWvs~bpp z$8KOvg31ZDWUai|y2T5&ywAU*N+7?eRsKTiU^~YwgovkTY{gNQ45xd8X)^5{`b5$) za^!e9rc&BdLKl;8)J}cT5!Ls*ml|vvE7-Q(gpj6_cx*PVU&+jxBF>G9aa=!6^7U6b zHU&f7>iy-2bk{(--Kfc?6Ka?9*ft7g3&6YdSRb6KU0D;DEf z|GrJvF<8&CwOrd;Qdys1T=rN6Ube>RS@QA}XC8hAoEd+S=rx2|6-{SJ)^6h1@O(Ox z#r87%B;uNY>7|=ycu`SnJ(^&8Jnw__Bt&%P5qqm+j@+6X!mo=l;RpGLmH2{ssN0

!RmM7GS^eHA52%(#jMNJ9~SH@mXOx#qG&WlFsb- z(s#*Je>%>HIKE7}JCPI=lO=bEuppH$CeFHXyd*@uG&lmalX1TjLHJSO0fuy4GdU0Lf)@X2%X7h)Bm&8iq&soZ#%SKvQ(dJdqKZJW6B!A@mOsuCg) zBx7qCK!f_F$~5)OvK_V##zgf#>>@OsSMnOuQ}K0tU*G=4r-!>q$P19c3GVIXIAx4z zVuA;=)YvccRp9*$Tn}>g+IaS>#i@|q?sO601jopT%bmsEkHNTY5{r%klh+XGA-q;CU9;WY zj9)(9n$K~`&im_cgedOsDxdAd_fO6*y_3HuIE*t=c1M|5Z2v3Bdj~oFwyY=RF~4bl z`+&C0;Y0ZgVt+$NyyjW;ZhZ*{c(TsEz(!T-tpc}kn(RB;mMj^c z3BO?nBjrUTfPA;AaI9#}+Jy5-)p@6Zm)gMo)W*X;R3Gh5NA5;+4GoxT^Lg1=ZW62# zKA_vnlA|kQPSoG^7EOgGMUg3cdf+VNIh{y^WSO}k!g8d9U$K#BUe3K!sB>- zdZr4Jqh+fidSMuE~~C`3u|+H;NWLWcd%a0!3B*KrBDkz&2%6<(Q4-RB@n42PH+NSUOI+MQxp7K+p_ zUkdxGrn+Paj76jvO`(-TsX{svfG+@aK^Mu{)_ySu<=D?C03W4bZ_fuFo%`=DgXgYy zv`t0S!z8&}^B&GO|Ik!_WW1x5_xwYVBISB|D8<3RK&9mOSfiSzc*&*P3h!V<_$gPc zUov?4g4?s3S{mdjbFNAXl8(ORY!$gPR+OO|Fy=rrHKJ&@z0eatFa81&V`vDA&N|~MBxVkDbdV>Xx4x;3G#ADW(oOmEDEqz(Y_F4cn8ud4(E`XZfu-cbwhn1b3 z-(^MDCR{uB`wfWG#wxR#G}b*B8MiAYhtzf!dkaoD7JKqE4Y{o(#jsm_H?1wR#UE83 z|88sjVV#h`F6q-$N_o=kv>H+Hm%XFI_ULb5Iaaf#33#UK*RNkgp|Wa^?Ck6;`*RYy z9r*b86vQQ%nUlJwf*2%Q*Pphy!#oLmFa0Mf%DGgJ2k2<$)nNZhlH}3vb5UDcp9FV24t8q1&ul*$ za{6-#J5fiSsuW!x%Atlmk^Z|_qoL_~;>2lhj*jQuex!x5*Kr@ae30hpDREWYJX#@$ zp1Wj~-p*^O6vf#kBq|gdR6gHKml0G0_yrMwz;`S~OLPr; zJm%Q-NXoO~s4YAgH~Q9qz}NKwOzgUr>>p&^4jFg3Z{;ch2U}(sgo}LbA?Xqr%7dtC@lbDx# zn{yGa?ih>^aCofNsrzZIFHS6(&!I+&z8*H)Y6nmzM)ToM)0zVzwK9 z#~>kGz{6N|d~T(yVPFvNcGU#4uUyahCmk{6hYR1d3W^~~r5-jmR$3U`{l4k!oj3iw zyfzhP=hs#S&H$Siyr-Jgo*BKQoFu2qQ~dT-090Us0XBhgE*I4-^f*&CE)OMyQije@ z)S-X<2_k&>)_<4rHTC-Ub424kn#;!l=)nwPg#kwaGtyvAH4JIn6&{@W_qhj2as%nT zsv_VYPYma5Ag+ zl-~q1FQey0S91FHKZfw}ExrH#@sgX=eNxhNC?#9ZGKuqk-m)a{iA}}1l=fuO+UcIc zt2NuZicn+5LV%vs@Qyc zUI1W`O>-o!on4Nn`2E-gM}cE0L_lp2P>@#eP32L`isT;4cdZE!5peUrXI!#M&RJtg z2?#8A9_q(+Q3}uP+R3XF9e{^r(f~wI@wcy1+VXq(xz4S5WzDG=Zk?seU(OLNX%xc) zI^oepPmPwpGr!c-&$am3EmwLi2_ytbR`uMtyECAmYJe(oP<~2JM&_H+gsgkEzIgF8 zS=q_nTx;(nQcD+X4wG$ykU*Z>QF%^6NVQ$^AUu~wQ`fLa@(|}d2{6s%w`>ZB_}d%{ zi6LzaIIq>ThoDusp|yB#LoqF5JrgUoJ40PImiQVli9bHzDZ9Y3zbSjTsoL=*n7R z-8={mGR3GBp>&<2MzWRk?$XdWUtw6aq=VW(1vsN|CG9>!xF^ej)Q^464J^N-WY=MN z6?<@?4tbY!Dv;)pyI71@#mLDdArQcnE=>VI!~OeQ&7su$8AI~_-tD?#hlZGUdQMa) z0B!m+%U}KjEcRxrB*Rl9M$s!&+<;0~`Q#u4C}S=Uucju$i!iX>@$u;G0FbzW^MpE` z{9ipid7x8YUffW2(;T0a6d)E8*%y#bQrDRVb_C#WtLUyCOi<~2co0CI!#hcG?P)3|2<843&w^#1FAAew;}(cK_ejUv;}`5+ps^2wj>i)7>z{k&Sm?ZA-V z;RdY{0E~HDGb1vvPxf8!E>fzfY6O~W@Gi)Ww|+nyD|NbhUtr!1wRBkh@=TU@0hWKTrL4iaubtu?V9AHFLR^1AMKLC+;}M`+b%6b(ETG zTU{z$-yi4kwS9R1o<*NwO;rqgnY^E{YGC8y6Vn$fo&Nmag%$Yr7BQ*!0{k)e!*ul7lw&Z1 zF9+3ZuH3Tx>MUhc|DF-*omyi>9h$g{)_QepcuiWbLVb!Ha{3&#pYc;Pd z++}p>>-a3t+WSzA_B$8TB(H|GYY9|t(eOT%DQSR;r#HL1nC-Y9#r?A zZ7uW=zHEsW?1C!AE_xCY5_T~$Y-bxg?re<1la=A04EY&mouE5vGizj5u0X2K@^!;s zsDOj|v)re31f?#k#6N*iR5CO)e0VMWJ=CJ&kZn<0EK}Uz4+P!>gwVf|T`2+F7w82=2)n^2Bx5SA@L&A^`O8l~lCkas4HEDgQi%o3U+}s?1 zGJ_7wM5y+y*k9m6l`Zj!I4}J=+8Jvr=+keiJpPNe3FkQee&_rJqSt_v_e|0<(j|!c zDM{BaXQNd6itVQCsgo5I6sjo>EJS#Dg8{hIN3-7ha*@Q(dHKnd+|Yg}MA(!XLC78# zlk2-hc0&Enls=>sVAxU82#gHHTE*S zA{39wRWmHqW8XzCv>2lYCVR=Uzo2Q}{F^dA@(M7_hXz`gV_Z{5NNTf~iF!d)NWowH z$J_k_v(uHg{ul_x@!#C0&(DCeWYQp2Oz_W3zb0f)cRz%=-c@w^y_r7M(k2$^oTmdl zy?c33YNXUTw}?(OCM(taRQ!hoXtK)-y#>@}zCRa48r%Fl4wfoTCmoCh-rZ|~hz~-2 zr=}%P`YeR(um=y|U8MdKb>dorC}QcYF(s(s+A`zxX1-JtP+#WnkBI@%h+Qy`D)*hEl^-`9>ec6j+JpYWmU(l|yQc;TAPC;wSdsSJq!E(PCj3+DGex1#lH<7W ztjL>hMRr6ER5A?)#M*vt`5R(nPEX@&V;+K0J$>*K@Q6fLzI*|GmhidK=Pl>@iF;IgLcZ1v|*q@?Q?V2Z_% z*ZMfg%3zTRQ2F9ZeLDLDr>DsD5u{nm1tP9d#M?Pe`sNjcHjHc}LR$CVRR{^i4-Wnq zabBlTNKa|tbYoD$6l0{Nm0N{2<}9w7fnW63ypENBLf~tMM*PbpazP{>03)YRZ2Bbl-|P3k^Qco6hcBq{;m}SXZ*W>dq$Xn$}wkS+}b)}9q^8q5Do6l ziXGWk!`PAZT6N+t^n!zeihF=d-Yp{=lPX64&V2@=9wjwR+so`_<}s;=&C*9SKGW6V z0!dMoaRYH$M((Nj8v2B2$bSfV>~Ash@j;n?q(ZFGd&7TIz(jyN})F)($9VNn+)peRe+3W z2&CJ56h-#Wp;dh_Vj8gD0*m4>jiDSkPym^s+Hl1Pvr;m*Tf=bt6N+|mF^ic+{s93- zE5jwjj$KM%) z^dP2LLxTWK&aPZLV;|-=lw;^qWX|1_d@tlzVFFlX;adYgZPNl9S;?&geys3?e60msm+5#J?c22WY z7nQ0U+X$$qTq7Kx%PR_%iENJS&FJ(_CV@$GR|+MvnqUZD`Bc7lJq2WaU@mQK{UXks zA0L-8G3S|m_OG==_N}dHJI-(hzi7|?r?9gt1CIZD3s=?5XEE6KL?9w8P~1-Z_)bVwd?9TET>t7=B9^4$cliZ2}W zA;9(DD}<*0@qhQ@V1B;B3y4K1#{w@fK4C8`xRR2y2I3(&QWFu|&V0COwESZ{2_s|s z_b3|!9hv0thj8s=x1-t4lM!G1uTup91p)pSz_wV%EZjn3LjN{oV0Pbz9}SFFqJlm@I^sM;J_g7z^}(T3HS~3*xU8NtTGEQ{*BZm7`pYBiG92bc z*PUN1)va(<&W!Ytk&;5#`$_{C%QCN%-{GV-?WZqBM%$gkc+<*! zr+i>Pv8oi-5gA|;HH0q+I&^?HW8Ha8H8U39`R^j$8EtSs;t{fBZ6M;>hH+6aVp2}$ zIHIWR!~0X;dIqGzfT7LOv)%eS7w`b=B51R+HwSUADsrcJXRUJ7IeC?x!_6`s zy~!y?vEj`&nBWv-GG^>uU4{dY80{*eRxQyGuprKp6vP?E3hQYj6A_5$(QJz~^XVKR z{ui9et&U&01fd9?-8il;~%6xNkjK~FS$w--`SUs^PX$WW1;FC=)Up?!QI;8ZiAU% z){q!LsD5>@j2fjY56ScS_JlL=XycRPqZxXy!(BV5Hdh>$Q4l(DFFRWGnrLTi6H7zZ z=<1Z_gmL>9DWrh|GTVF}`;HZRvsX}+hxP;n1dU=Q(DDQ%H1!DC--w);Z}-R{*|>r> zSc#hJzG()MsdHfO#|W+G;})ci-m>g}u>91zbe=7%V&7cEWu+N7^j(Ov9v52D5K^OV zY{vX&{(b)Ud=8n|i>(|T6(_oMBuM1dpxv}TIojcWTI+8gWHuESzJLooH3@Kw8kD(+T&u}3HkVOJg+bG+Kjd9 z9uhml8vb#Nu*>EdKYNKFg(kH1wV}cf4ADMUrr7r6; z5e6?Zu9Awb7%yvI(a)+V-ET`mHg4cX2DkWBD`hG_ zKcnPWtCoWNnz9~raRLjP9{Y`d>eq;IH&(bieQNJBbfBstSKIqVe7M5Mm0>@ZoH}T= z*gKkjPez6l=rHrNek~}dKj3<#?tWO|!Q)Xn!XQ3qVf@x#9$FKUx4$(OM?kIWkGupO z!OORrGmsN|rze(*BcRA^_I{b9M=2fB#v0g>meZ{tMuhe{WQIK5OI+Lel+kQO8JR{f z@dcVYE6yzuv7(I3Nn1vpolmwcksHO4jeL5#=8bLdW9Q26y%CUveeWG@E#fL*{vT^> zJ>x{@@t5-OVC+E=O6<7UW|53Em=BrRN4>^)1cX)@gg^Up+fzUMA1B;P^Lg1-TF~@_Miqu2gj^jAVX+sAa8{-px%g1*}2F@P~S)isCY7X^@0@<#AX17f%l;J|_+Cg!q*r-fpW~ zZCgZ+PUPp;hpoM!@hRV?9C4Wf9sD9@npE_Y?FMgtO*)}xVmg+OZ)Ktr9b8Em);(}q z9p!oEpTr7NI{=X=87%?$n2kmD_-9Jl8m54;Ww~`V}4Yf!;(~LxIafI%4m<`Nt4iB`M?P7Ta#Tjv)BIjRK#h zw3f|;>u8lZb3?P}T$hUE%#ckb5;Rc83BK4e1x8fO(QV^5yT^mf)&IFxF}>krt%hXS zeX|8&T!CBUefH}TlHG=CD0khGRgJ&pcx8+$i>B65)PbPn=rNU7uV)|kiXQ(awM zB^!-g^U#9~K@xP_#6i7T2)gpHvkB(y+iKVlbnhu1S_)VVb}Lfu2La9X2K=2LgV$j& zBmzU?iBYk?-DyA`_OFLihZ$ zXU}+S$A2asBqk-z_he8*3f(z}Z&e$M0b-js#_M=bc8BPy(8rG-FNNQDth!Q?XVR7m zD8_N2`z`#koBl;=6S2q-9}D=dm77@Gc1K?R0`ST=Hs=i2C+k=P&&xww@j^Vq*HO2# zA45X!AniQ&?>}1`ulf#9l6vM`%;3I*206?TGqeyXqRT^N1E_@c0+}Ja#4#N%wu@>I zTF;|&q<-%BxlHBe|4yGvjTn3m4z|+{F$cmLxvXStC&#b`DHMec*r~L5&qxajHm<;ALoA2A&UxD2SzAbkAzvDnd8*VcTO zA5v&~gqP`^`aM45zuM-nerrAfeq;@p4!h&MIR^lv`jBtl|GU`miB(YuK4=hwYBM1q zB&3n_6ru~)0LbD`Wl++ywD=+!Ui({ z$S?<*oS~mYXL&AcFaa8?k(BhGMM%wpH#Av?y8q2TNkJl7QTRWg8@(Os_7k%Yw&rUP z&KP==T@RLv=)N}>0XCzDYT+6nC{`Ug($d2wW}vawq}HEwh8{3=w7Iy8ySo@pR8$m< zhhii?D(YU5^~krsG0NYT+$fPgqc4rXihyo-C+;Nk0WLfHbG9YghY5Srtkbu>{Q)08 zzv3|5_IUOHDNaq9@{x5K%~0#f)QJF9jsP;2~tE1(@ zj(;w3J^FrKWCxnDQgd>0u76aQ)7GZF{dS!C7ql(>87+5v8}CCp8L@ak`; zaA(`%89qu%YCMeHSx^Un{9V6X#MIMMEWPkp*HuAVTRU^Ngss7EnuIam#A( z*`sWIE2LE#{B<(~3p3qC>W~K2iM|THGOeWWF0nK{rJb|Cj(xd0E1}7`oWO zo_+aq`6tq_E^9zdMfF({zH7jSLbW317Isb~1S0zt7>1!rugVf&t&|`Xy${+)BW(Zd z?Z=3?IQ_};p3$Bgz#8ZUi`Eil5@!aw)(lqH2tG2v&!D*!^9`#B+!|Ws7RaM(S4a6A zDw~Pbm)%z8v1y~jt8M>Jz4xiLbB}m37Tg3NQiar$4ml~QAtcZ&!Je2PI%x84C%1Dn zP0g!euf`;N(W?$Vy5f)Tt1Ucx`q`QYgpU1hpRM`-jpU9QmS~I0XNWqS;Uhjc_hgl2 JvZSB9`d_b2x+MSr literal 0 HcmV?d00001 diff --git a/_images/49cdfe902247f10f4518d6b322a2605d8b06c2bc25b347bebf2f763134c4ebc1.png b/_images/49cdfe902247f10f4518d6b322a2605d8b06c2bc25b347bebf2f763134c4ebc1.png deleted file mode 100644 index c860ca035bea53d0ff521d7c9d0b91fe91af4884..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8383 zcmeI1XIN8d`o<41>PS&=R1m2G4v2yXh}57o0Rg27NSEGw52%AE0udDHgdTcCI-w~_ zmEOA$dMMIK0^$E=w$1L&?(B#CwAcRw=DN&*bKdhl&;8u@?|pe+U5SpGnHqv1I_10a znh-?E1wjyX*d6B zZPhORu0V|U6mk;7esQgJVXI1mwTTHV7g9arAP7Eaoj?BwLGQzuC?H6e0esPL#ry{d zdZ-W%zRZ8Y070hbgeW1XfZ5ESB9MVPWV=Ib%4U19$L$tNc`OwK5gM2>%FAy?TohA3 zd9s%M=*250{CuMG?1qnnAozM)&fUG_!-o%khXId1w=DK#@OTCax3;#v(B=hp>X5pePY`*+;+Z1xYD@A~^=vhT&GhlPd7bih0oUprw| zZ+0Y!YpJQJ`EB)IdaB;zoPmd)v->?6M%dz0XF`RVw*4(a z<;Kb#`&LFu{F6%_x1MpFsxv|ck$inthU!UWb%(o#1A~LROTLs(f;BZY`$tFH*0U*~ zZPtXUD%=(A3e!=JgORf{Fj?Rc$#rIrNx^hX*hH zkMdGrFGI$PGxq4CxGgg0=Zk!cZ!8MUY~g3UFkDUJP8HxDb;LCcTLm9Kzm|%M%Kr3* z&vE~FP!lxGk#s9HPh1|PPMELB& zLVi(^fcZ-8-lP^BPBMjwLeM@1O3ROgFFNwNbqO|fxUji7Jn786%!J>oKPt@5zAP## zs=VxnbJEg!6UiceDHnIP{Q$q!xWyju{WhzV&wYgSZrtwb7>dy(;DK|^#`E)n#!}a( zKv};C4O$Ys^TK~A+{^u_y>k0H6ZF+ySSWd$0UR%p+YHDs&-)5q%<%c~P}NH8!$^J}NUq3DcCHzgj>O%z79W6&6NqX>HBV z$EWP;>pNQIz97C38ykzu%P;E9d5{4lsnln~Jn-mn@6h0S@cwyPFIEPj`IRnDgfzis zND69{>lgZ9*?vCe?c1EvQf-XaYVTV1@D(wG><6Blimnvy1W17ufY%fCW4L*4c?nRDXN-h*3s2nj#d@u z$w$|XVh=QA@bbb|U%SVv++&iH3k{vB6uc)qhkOy)5K}@V>&0PTXvRcasCQ%}x2Z|d zw{}w4goE?8FCrcC9QR@i-e(-Z z*cuoZoTWWJNACCurwY&>L)e?{3!OTus;``CHWV*dco4R2rT4!*TaZ%g>*-00jEww_ zqSx`dn(iB)cQoSblMLV^t=+R%Q3=u2< z%y1DgF{P4w5M!0NduE|w*4M8s8wCYLu4}@Sw1N-5+%-2(cXM;o*3)BTqY1f_m!A(b z296j@lJeC&c``}^dvFxA8J7~-qvBTeNJU*e(g$KPnEx7eiv69;zU*jC6%Lyw_sfsh zSrh_K3`R$vImgJzFD9nfm#wDd>svKCHdbc(ky5!Ah)+y>eC~%2Hb6U#o9*G!R5z!IE9!&chfb z%aQu_?b)*Oa<{hQQ1Gpup&@6u7+rAMQlCavqVpQz$8YJ1;h>I4xccg%u*3DE^4c@d z0>h3d7v$1ISmw{o%ECS8F)a6p(9u!;^2Nyep{iPpK>hd{GeuGe6NL*L3BLjqwbUv3 zZKA!uXl;9^%+}O|_kBs%J8iAv!tf1~%O_|hld{2;8*XjbAd(XE#?evJa%AKhf=kgO zkgY)>l#2`UJC8s~t<@P;6P8=JI44MZL0LF7;xGY9ViclGwcdcYadF~_z;n&_=JjaFCv9B ztx>aXBgW^hueg9~s8B>bDelj$CKm*T;+zuX`_;*b)n!7o&4E;|MR{2-Tw7b4S5neYSy{QQy}hq9 zS+Yy~Xw12O;8O@qOjHzSYwvJ@p_tdue4w+rlEF#&|tm@bzmB^iclu=g-+He2J?SF-Rmjgod$g)yuv& zQ`w-zD&px!Q*;+u_+&ZgH-O`n(*kNhyZaHAQ2v1_KmoEcGk;-cL;RdzNeLEoV{twEWXK)zg4+e_3zCvp&Ye4F zi{G5fD=1j;Otfr&ms?gQdSK(^#0CTsSn>4gVDLh9)KOaSdYJh*@b}WvwatzCD|-uWJwA%SMX?kpiw6mS2@RN(*J{g&pBFt{IfxH3`@VDR-VK615++nf??) zwPyqjc;&gBz<;M|yqwebus%|3wZLo|)c6z^Vb&xpt*q>N(iIFoJZ^0WWCV+FQV2vc zT&yI!s157;K*=HKdiQVQ$Nzlm{g)R=IL8HwuC23ES5q^3b91v4Onn(gJslmM(8jcp z66?JMTMDRw{;X%X!^j5(9v+@6*RBl|8DT^$+s>Xle|~v?1G_N32HY@VVjYfp`t&JW z@H|Kc(hr(j2s=1W;Gyh4K0Q`FpJ1=8ub-GYcnbHX(S=zBIp&pmZDwV1x8w^Qo~raj`JiiQTvo)l{W&ut7n z4Xlm+bn$)O{+-WUiZ(~2!-VT*pY+G79tl)EDzbS8a^{S-wvytRpMHvY^CqLZy88P= z-m{uUM#-C7TU`k-*BSZ1-4Sb`6x1-M`a`cjr^F;UP^li)3sIT>iKzfvVhcoyVGMCW zSTVYj`2++tYV`|gYHMfy^s~CnK%UMfJ|IEDGtbW6zLBwvP25fXedKEN9vht&c z{5$c#3ax}dV}fiD^ce=QfqcnrU@Dy|r;j@hzrP&~v>Zg4?G`SC%~EgH!h{SHt=-CS z@#uTAXY*aiDbxb(50om($`9=A^P@p|>I(qAlS!V9tQUTFHp&D>y!lyUxj$E{dgVjA zU-BP~L&CP`yQ})?uGl7pA39Ex%{i#mgYQ04Jy(AMPaG9jmuR&*T9%iW*IVv5_V(@D zeq7COW?tm<6$(i9YQzgGH#@t$By|)SAyfi{;O9pWuOK&0nb)d8?GcGsy;hCu6d#&% zYn^jbC;`5V9+fU}BRVcF2aHrO;zF8%Pgq`Fev3p-;k3vuft7NClrA=gbR6-(Vo&pLUX3`aMTN!TX1cZ{Y$V5oFC@cUWQYnr1vQVDlv?ZGj2@_1e)|{|c+FltM6)aa&!m`fp#9@>5fBM#86*x{%(t zxDhCOP&_Z_LWQJ_I!7=yHBu8UjdbK*=LVU$6}zz*rNq|Lo2A;7U;;)1uy3_nos!eV z$io$D@^rYu&rjS=dLk_C1{kd{%b+9gw=r`W9u(fk*3j9Nmvb3}$dxH#p18oqw;ds@x z25P9`%eV9zDjbOS;Dw$cxpUCJ2JoPJ!9^kqc@!X9&kaF~p*iN9Wvo|;0$|@?z<|aB5zqP#?EHD;OP}_(8e>G|8hF#{%JZ}pQ^lvlraJVGZ=P`e|sN`!2Jxvznt{LT~kXC zvHf$tPp|8GK}Y3_1n8aq;xjk$XYdmc<^LYXSM#nn5acF?hEL6|=YYxnET8B}3|NnO z`HIQb-u_J{MLiFwM5X}17Qif6+Szj57@WM%o9SGKR|H_;UE?& z_Zl7|Urx8{?m#;Tmlb3F^5VI{((8misqF3!d{a7Skg5p>Wv4lp1{V?s^q zdwaKzun5>qbyQ!0VMQl+q~?N$#h=1i#Crq4^b<1n4S4AV>q?d!0$Dt60^^-n>%W)a zzgE?pnVA`ft|v(}@grb8YdELSQ>-`Qu2zS!^3|lR(`-^U0#&nTv@|u%cUML%jD4n$VLc?&9359v3tjIv zx0KrUeFco5G3eCsXI7wW00t~*#(PitqN-NQ$1XL24D!_(zLj{}$hzj07wo8esSniw z&VxGa(X}@psM=H{8F(0O17YC4Asa=r1;V zTi`|=;2erY2&5Zx@>|Wpv8WKvaFNdds&+^1xtaiFyJu!Lomyz$lJYks;Ouji^KS&T zue+Nbr~&X|{>cc^>H@oj?`EcYvP4$90LJ0{J8|x9Zxh%~zZN;jgOiGjuPmEtNh=E# zQ*c9|CI*!*Y2Xy)vRXnWh{L>0v`uy+t|%DMm$1EL=ioq#Y!mnSPR0cuxWbC2#~qC! z5ksFU_Z55(d;ShElsQk;u~lr~1Ef3m@Bz=tJAHV#x?(#C(@L476&yl_ za2H*(83rbe`TI|4X)q!lFbTrg6e%0CUS|mKfrQJqU^e)^S+azu3Ya>@552~hy5K32 z-bDZcdtf8P+L$u>P#U<8C)oQz`LVs?IeoFV_WW^53Xs>lnMLjTgJBD=rEfgle-Hc@ zkT+X!QU#8MKGY_0W)&8y0s7t76mc;oA;HdHT+RRl9s`2}V>sS&Zgw^&C+BW^te~Ey zW!7pI9pBE*4jHZ(2W%(+Bd7|j+Gt%MMi*`D=xbFfXhe(n zZaxNLk9%^0t$TB>J?3>oJ^I8QXLJZqxMyzK^30$9Mac6XzYK%H%Djn^X za2Fa@sORgUbsZfG-Q3+Riu)@WSL;%4xu(kySA@a-gs_9c!B}-B<$}X3U#XOb0x+lT z1#3UR!NAtZ-rD6}0yzD?qT+GR-dCW^fG1Bm$1*`-voC5-)zoG`oodAF&ybUscS9hy z-C?w}l`I@m-y5iYRh5OU3l`z=0G{htd)WGrn%RRK6vLU!$gi>l99C!<7_=Gs6M?+d zfXyWfQ@PWGT_mgId3b4A*$CnMjAAK~5b7hQHYJZiB3Q)D6%lNXaN^ih!Xa@l5wvl0 zW>!`_3JD(_te|HET?tCe3LFE^3kKm|kqaGR}T-@gPeEQChV_Vx#DBL9^yA0!uS

je8(QxmG>00?BJW-a17HrGbpx$ir%g5b+@W%)k6O z<@!&T?_CG%vkAKq7s?JFJ^-rIyj(8iNLJXZgA-hU^^!Op9jH2)1m83YuHnt{~7VJ#COsotyjqU8LZ26d( z&HwoZCQBP5=5FGZTX2ypR+6f=C=`wk@&_$NIN1b+lJJ%ieW2tNy*%RVif2Djw=Nen z%6;SI{bu>A(@7aA7!+UPFMs&+`nkHCvIb*(eEOfvv=ofkLYwr(U-81z*YTeyT~m4@ zdd>KCXhLv8$GLCnWhR4nHV-}X=&636TfRNN>0Y)`C4Hyy^Q}8LW2^dgxq<{b2BtmN*- za<{|F*w}Tt+2Q08@VeAW`S&klju7S9rwUy@1 zotfOlLVNiu*w`2SD>^=Xy7svnUX(PyK}d*4N~*Rg=+0-Mq2wOBa^=bud1MsU?0Ey` zBK+ORz5ioe%^AD$sf=FL51u{^8DJguFDT&VifUaVqN3{ZcD9pe#q>Nna=nUy(ds{u zUsYA*{ozBGwJAL14GOpe(>=KO`Sa)Jn)9(StG|?%M!$J;4i%q}AR~L5it1xvJpsN~ zwY;K2Rdsc%|77UV@iE%nyLWF=Q9bOw4>$ND;9xWuw<~q!@?{oYAD2VtLla6$TwGSq zdV-KRlj7MW<3k^B?+9r|I`hHYU%J`Rc2Y7joa~{<3|>~;l~>I%#KQJUn0aYvct=Ik znMTA5o0ByJdG)HIgi<88r7SE-tHF5HyWAK3{z7gC;l#}}+si{?5){rg$Rko=H5u&4 zr>3V*dEyBDiFH}wop#4{D2bVvn80JQ`DxG`s+0Z9?uZB%mzRFbh%zz0Y5kDCk2>rg z-R5k2@{b>%N>+*&gBPX4SzdQ^bVNQjGc)s?Zf^FptPng&hH=oQr8{g4SG5icEz`!T z6%O<;Fexe}$wbw?LPLi&uD#b!%}o<*Dsp?txqR&!227 zg_GEC-n{Yl_n+xi(Gncr*&XwUixqUaPDUoJq;#YDJyseoi<+z~c9@0(F-j(q17@iw zxI)aAzcCQM9TE1UyZf@jI+V}5HD@C)vf9RmY?9kHECMWsT)YWaQ*HfZ@3JIw_IX-kg z-tK=rdBM0RMLu1lBs8nyge0xEX}e!5U~`s`7Iw^Fe9JLr^p+s$#)r$>yEDuDFE@4{ z#AH8jnN{?SX+)`g_8*Jlcm2-afp$?JCcoH|3gi@BQ(_ zDV+E~k8)Zq+x6bB{XAmZF35RGPDogvDD|1=^l0-QBO}e-yWX%8=dR)6K6v)*S!*%( zsMF+?_U*XSBd?j(s2t}_!(xZ!mn&L+u$?ZrMm9+-}SWtCF*q$6}_aN zM2PQ*i`UJPaQDH32bh#X(VYnrcoY<}qN3+Lju*AEPaIEDpQb7A?d`ERZ|I*K%?f{x zh-ifMcdXLOwHP7st*xqhhe6C^b@Sxpgu|rk?b@2v=*vY$z^s8BBOJXtztmGgz%C|( z`dcW>lWKddc=A9?PzCi<*stJ6?MH8zW3o;p8b5q~GJ7#?u zY7+gK8qQmt63+Y6VXaQiR8+b_&hyTgk)>}k_G#W;I#?SWA!I4`kO*VEha#x%oz;*{ zC@c)`=y>ws!w1=eR2wm|3ndQA@#aJMd;9wl!5zmY{2#mvEA&FJV^26fvJ8u04bu{E3hHdht{Ye0+EV zjy};v+y3eG-3t*)O1vf%OU;V~x4ZbuBL+GbM3IPAQyn~zwm))^I0V zs#Z@o8ChjVIyyjD3jO92T?M10>`iTAWefp_r{{3COpF$E*4p2ng~CfLn4YS_(;F>D zQ7P#T*YPLn6N7Iv84vX=85;pG!W~*el$6$|N~MK{e&D<+ztS23caTAMla_VZISaVM z&t^uc#9O4PXRUZOl`#?yX{}aitS$I^H(#8Mz@mW#b5tuYYL?LAYu9+9LAdZ|g&>|R zd%T>47{$Ndku>)VUr%VXAuM7awY7MokzS+(kKoUVqF}{Laea&V)W+tf^WM0ZPe4F@ zdwW1bgCtY&92MXNR#S5`nsIj$7J=^t-`a=T+BX{;8)5AWW>{mLXCfkp%(+Ojv$KaC z$K1$xZEDiPXsD=+Ohhbh^~;{bGP7^4=c_s`47QcJ)jLzDD%_{0V=|d-i&3}h6np#b z9jp71Q?dQx`>ZTxVq)Ub?LM_!vw@(+%o6NZMsaSTE~{l>6BD|cZre{Silzyk=bK5b zj+UX#b$!DCT&Nwl`eD#a0C-FRyCj_5$UlNvUQ~1e=Hg^i1e@8l=pCKc12aXBq{Q3Z z)Lbn~#@mm?YA*-^b~-sbXFDuEKZlO~BDB7?mepxZ+uiwP(w{%t@$vBx|8*C7QeD@6 zU2@$SFya)eZEp5WNxA!HukorEHhI(5d^hRN1t0GQ)q4zCQ|m>fs>RbN6ne4vdez5~ zE8DwVysF19l*DRTF#VtMk{mf7mzh6f$QwF5SR1cKqKO}+@X6btjmOC^8JL-wOUue2 zI3KkR+1l7VD|KQO5{l&&xJxzR)3+?t)Sx=Q#0Y58+N6~=UqfE@y#K(Zc7*eLyiI!3 zgV_pZi?!L2BQuY4uBHX41(sv}Iz+c`-;VxK3akNW0qRp^WRov*xl`40NJvQO!9v;% ze0*y-f&C2a4GlN%-n|UW#rD((k2bco85cM3;vYMb(&J-UP0eVryzVddPAEk$n(jP< zlz~nXr35;}L&4O?*1e>gvPm^&7jwI{R~-2}Q6$E?>P$#m2Ug z`1L*|CFR8AB%0}?mO|@EBs#ZEeFLT_cxcj(E8g~qwxaMHB{O|H=EB3K3)vqH|GG^! ztVrw|*2h2{5LTs_Bt8Dsi-K?3olf{gU%ILcZtBO1<7G>A_x)*swMz6{`-%5^rfjV7dx)D?X6F?>*xaSBK3N-Jj{Dc3-kW2+QiCD;js{@wRHmX zy^aQPrC~7uK1n$_qocibKXU%i(oz9eH@ErWBK82`6CNC)y+5jgCkX*UO&X3PwRmy@ z56sM#cpovsA)Kfu_i}b};JZNMa8#Nhz+Xr&((Y@L3n$)?)!q3CHn*a>y0o$JU4Wps zZ=-+n(bLiW&U--!7+c%k-k$h&MQ%u5G|`Bp`iI|#AXh; zFCB|lSGBsmfpJTs)8Ebf6Ue)$S~SUm;@{7R zR7>d>9EYP|+oPrJY9_PVv8-i3Epq>y-e=CP^461X?=;@z$9Xpl>~p2Psuvor4E*`% zjcXZ^hX{A(;@8P%y`jL=EmtSKh?$s~h3Abk6rUmQjNcdT2ZTSllYG0IPM~s1f2B3Sx2fHXE2`W|Of+$HisGJ8O}ZV|6u~*Gb}@5e z_Ak^zntb0z2TX4u!6vbsp=r2%E`UoxL0-l?jxY;z`PWko4g>ehloVhl(P;l05$sfI zFG`GuF)2v!dNmQT(tm6zt3?fan2-hR%2f^}rN-LIoLwB7z+$*QJb?Xfo(e**R4iA1 zO_Ni%`cG${1v1mG@lC&SFu2)mw<%C<|3iBgzQk`!As?S|T;h55Xu*#oe|sJvSa*8hhPE<%)!{gAzfVL?Bm>IX?ANZ$x-1s zT!gQLYd8(MGNeS`?nOkWTc0I~`yor{G=AX`vVE^76$Po8E!!LD2la9mqOGychCf9( zli51Gios&{4|R%JlF0CA$R&=DWEK~9p1Jz_H=oqBuw~ZJ>adE*W~J|T!F>N zvl54lfoxb3+%tx-tg{wO`P=%3U&A#m!;!;F;_9QCG__*keDOA0bMi<$W-3`?D?i$J zjO2X|4qT87u_CD=$GLAirm;u2J>|HU(7#wdwACaZ^jy0svt4*y(HDsTl4fQM-N|xU zs(tz9YIt})uwOqF6?o&acQ^2=`?s2oGaus>?gsIEj4!;YnCvceyrqaBSjSfp;N~~) z-Sa6Jb3Y7T99nkx;Oi?_2-~D5REMbaR1cfGG&?A|dOG*=HbUC1J>neb?lCp>#Q(IN zl||UYV1Z@(M6Iv$pVya&cx`S&wlZp&DXdd<{-KD-3nm~ASkcc!MTehSi{YoTcRQK> zxmZY3lB zBNkajngD0;oM&+MmP67IGy!4K&8t!|5#lR>dQL+O0@n5t@3n>re8m#(8s24My2HVd zt2{QAw32Y0oLmN2iQKckR7F~$lfB6?^|AhbLM^T3DIm&udPEnyJsNbX!qif1h-x_2 zjhcSwU)QT{@xPO&Zz^9j7w>x(r3UiNhm1#x^Q3%$(kb2uQDHquz;eyoN1;?4eI{z7 zit!d!&289HFgEbL(fo(fq zpHJ*X@QC6WnyB$9na+0dF768*UPJZM=1uM2(zvqKs}e=qIhF)zPz z>znx-OZFPXgY4ppf)tX-c^-aWZNf4gwOo3#%@uvIM&kT>)<1#|M=C86Hzo+KKB9Bd z-+8IL!h=~UGh4g1^oQyE-dtMC=XpyN(4s~^EQtuP(Z+~;3)yoSa&nhcu@GRcTYA=o zIvc*hQ~v1E6MHVj@)3WX`w#V56fGZ92|ZL4{P+%G?uCg*@mIy$WM`8#Bv6t?H$&m^ zf3*)8+OU~Op55Li)BvAlp&EubQxnre(O0I**k`3a1{0ff(EtGw;YRIdDO~WZzSy{hb|>K>SP3Ilhlg$Q30(Z z_dB!c-nf-HttYKuE)keJFj%7@7uSt!GNol^9BkqTk)uQKPVl{Zjk#BGSa>4}uOds! zDz*}6Bi{1J2&gz}SG^~c6`gNl(twjYybxF*V3n0G+b;V-!pC4GCA^8*T6z%|tEXXi zbM$;L5LGYmqF$B*%gH8V>F%TjD(Lw;R$dyP@H>$Ufn!O?=&-0}pAb_UehVxrAbNGk z{Bd&qG?hcF;L z9D=NCG~N)#BgvRR2m{v{2%P3Nb_86-T+Ebx2Rds$B7vqs_0U*@Law!a>RE`V;e&GN zV$Q(P_0|@D8j8OL@XXnO(<3Ubk=Dcot&pdjIBO(Ga#LFi#-DsPe)gZ772!R^CJ@fv z_nu40T&hHOo8;`Jo()Fs-{Yf0)S~*ixjW9HN^|)(TTPf$!5wQI^+LEmI&y!>jF7=J z=Z(*pLL-n63Xw;$ug_4ty@X7F*VzS{lH9}~jEuW;K@*T^XfPLLpbj3hOWSHj6yneWh-Zf*VN#_kJ#+o5*= zUDQlS(w!J+&4)F5WI>zd8Un2QT0g_5djOKdR5eS+RJ6$PG!exP8zkNyzZh!Cf4TBg z4S|4%8}}R6ZTp*SAP`Q1mA>ooe`MY+_OewR>>MApd5mIv!( zd)Yx#tr#mAZ5{W4GL!}=Bouckx$Qv%v-%b64V582V4$6X$`MuF4$6J*Wl&2FE zTeA4L>raHuglnpE`fXEs{3{AR&U)ER*KO*;9#o)JW{*3HFp5R=VypSz*$EMW0G6=; zme!42Cp_kykWkzfy|_6bLYS85t;Xgi`VI1BkUn!~io?R@kvI3fo&aQfWVD@0jY?F% z*4*t`{Abpjoj0N(g0&1E@?%_ld;1R%k2?+V_?(SO)y}noQ?sR;Anl`51Z&9EJ31TK8AtAStG*k$lE?aFZ1eup+ zn_WW1#EXRUG58eDJh(%P$Lj*&*Jk`3;l@hI>QCd&Gs(eWd9aoyO#PvhROA0m7HaaA z=mqMw6_tB~gNIH#BAsz|l%;S3bXYN~S@>((LB}^4DdxnZmDS%{8>byPQKO~6 z^>`6sU&+ah);{#ald+5bylGa0WjsGq__Ks5S}k2&KNJRo+JF#~?PK$Uo_6MU@7{HO z6}gmeId&3NaCmSqvA8%?nF?X$u|eMFFha}e%xuX3MLm@ubK4!?SMcz5Es z*1!{PZ@&2U?c37tY)@eGISEKK8K#~dKAH*Or1|D#PP$>V6<^G94dsO{yKX6nTL4VL z`DndfwcM2#e$v&8f)=wXD56@$A3gejPy+R?37LI$_Ia1SS%T{T*n6*M<+scUt&Ucc z>$ym4>Z6DhrpVas7igK81A>EZU{eZ7Z_cz9?M?Wq=9%KRMsaf^RPk}P3V--ot@5Zw z1p0klGa@*%xZSs3=~@0d-le3J${zUB%FVe<9b5a&At@uRc*&2NYQo=vl1Z>xS7TnPDEeo;>VhZu<;a&mm1{cvZNa}Ro;`pq-xuQb4oZ?67AS0MtP;bs#4 zp4M^Z6D4IuDD{r~d!H?2sOWmyr}U|26yaR6c4AltvzVCk3AH|E!7Stuh@JN^4G2qm zDT*TGXUhO!+1LpZI0-pMhc{RSA1JWQJ~R}JxPRjA#^HM;O%2b0m0tQYGI_>wVlr1C zUC4@oHd+J&&pMPmZegHYLztUjKLPc~(uPl{_tMhT+ZLV4`+fzF7b6S5D+ZI$)%OWe}}Qg$hnpB01V29i<%l7>M-19?MPUB33W9NQkOA}Vu^ z=ohep4q!Ggbt@7u;wiGhaFqsxmhvk2hxJy4qmdK4TdOe;G_Q`Sips{r^4Va+LzU3m z5}no(d?&leSbYSkyicOC46x;iJ_MNC9%@pgkEz#s@sjRY%%Y((7swi$xwmg}R1Qtq zQLV@!_ra8jx=0->^l0ykUFpLBot$UR3xoc{10^3}mD&KBa0A&tMZI8I$j}f?G^^ER zPvIk}eEqI*>oJxXx!BY&0^g|#2?im4dsgT&O!TNPW-mCrDwf{M&u46Ic}MFZ(_#OE zYxXk2zOquzB@8wNX7MW)m*Z=9I=>WMc-=MC;P%_VL9o8a?N4qn6_?eg*fDyW%d3Q zE6O#`Vue~;K*s*l0OTzd@Rr2Rre@D2Gvl$7sh{IkBu9{JmFC-#%AyZ);^;4!H`@7K zWu;A*q((yH$F5uxt1-7fc5iyGT9#d?_M)s<*7k{!m`yjT-4Q_zhm%#?iWFb_lMo;s z_}=g@V2q$UOL&4|jUGPS$|A!}jVTo{9yxH5+K*_x$jkd9dEy$iQP%8}RB{hX(st~X zs*c#~Bm?|)QAim2gmGYijcr2NiIwZAv0)W0Gu<%*L>KM6F?APy=nqOKRn5New8QKPABF=N+Mm8nJ?EEC2#?&%?j+s7?XZT&#r@#JTQ2vZ^`g5u z&ULrl-Mu`%hhG9d_FKwKy(2AwuvK^&CRZ}S4r&255A)YgipfzRwCODTxIGbh38-(I9V&o#w%AnfO4btK1Y7Exk0wKkSUpvQyAN@;qsEh^Q=2LOEfzJis>N}g~cy|A*oLcg+;BQ2F)g7 zZJHqI^b`91fZr@2MdJ=}R1RxXDIf{Vg!K*?6Noh&Tr>E8gH}GfVDA!S4+m_B)w##+ z8B^2jm{tLewl~JfoV#J-z<|puf_xm8?mOAhB#`t9Q*M-?8n=$Zqw9=SN5HVCj1Wa+ zcoYa?VwEkZAJe!GDcRkjRvOBnm#UZnssMV+BK3N;MB%ghYG(W3hjp*e@#s|*%Q&Wdtn3J zOYaCZD|NHi8mI%p$;Cv~p8&y5n6=RE@gn`fPo}hlZ8TOw*dKfYDLKku-=mt1e(aZ$ zuA1{6vggk$BPCJDhdT1nY2az8OTOGlyFfADk9MlDF2K@%j*R)9WqE4n4O}_>m-0{; zoz5S!m|QLxo7ta@LpI4#!6@5WcMrJzlMdnwij8&9mj#wlY7Vf?E^>#`Ei722=wOvbSR1&WB zc#wP2*NZvz-aV_*=&j|nAgYPR1%Y@4*c=t^$DkH)Lg9oP%4)QXYWV^Qv~hwiTqY(a z@MKBKi*itOx1Owv>9qCne$n_p@DQKvti=knIeYU7F<08V`pkvOIA(LNUQ@sa@9?BH zYNT>+1mXgsT(?B9dvTc$vS?SLgbwDYzkmO3ddyQ)R3vb;R^1ZLiY{C+NWQBLECmQs zueyz`?IMYmsCs3tNk=g!sNd_t$uj)q!z`GPsI`9bIIe6HF@Q29>tVU@n)Vn>OQ3iY zm_)3(a6W~G)&c{auowE2kuk0WXjr*AF~6$mdM&$P$2BPH-w!!*?yE1n0#!eBs!gAFmO5`1&c?dPswutk^qe2e zTfEW?MWrh^IKn1H-cJ5I%fC#Ii_(eC)2=2p8mQg9>)6HC64zKABx%uGvlLD>LA9W+ z1a(HuQ#?9Etjr%0si&A7MOKv$JHD5?EW2&LlSKQ#?% z62X^L3f%oTzSV?{lfzYZySa|%t0=X&+<*_>F3;oC8qiO}>P~|6oKzVFcz@tIYV}<7 z6;l+X`uLy>DEHxVL7X)UuE{WFwf5i#jnYD6`lr~Qzmra+rKFN1%))^a)QCm6>p#ae zA-md4?+j{nsKq^$wsyf?&BAQ{TkfO4-f>lu0Asf;Mpmc=IM`#{#PIiirwiDd)1K^k z^+hh=296=&YP)Wp!)fs_rnHm?!>jv?4Ahn0|D&!XS|bA}BU#3yZaSM?MEWe${@Sa> zm$}+USR?G$~IZ3jgoD@{PxcZ3o*)Etjd_Jhg3^+K^kDLjo7RE zkJgyQY~HsaE0T^(=bND8B(KZJv3C1Ue9mUKAezRWfx z`W>{O2jqne;jFJkZ<8@(Pp+Cz4*b#}8f5QVdPX&Y$Xru?ywMl4JYrg>EPt|M&Rrv} zfkZSn0Fw(6QK!p*aH%<^0(j4Igjn~qp4{2*a=`};TlhaWpthZCYA@hvn{E`{dOV(@$$L6A#BWU-hUtilGywl0f*#OjQ zA{F5W$~%PQlcN#yZ;!_BqG;wbcsA^ftbYG4C)d@L#=c8MfkZ?1{sJ`&qV4gQ{-G-4 zxh~dD^4v`Y`KU@m&poHl=pVf6AukV9{BFbJY+y}b>0W^MDw9!UZZf3hcjN2I^`MQJ zC=wamzyoB!757$+d2w1F(Yhf8jctqS->=Enw|@q*UCy@@77B_Ff^|i1DZ9~|!y1P_eEXdHsAziwnWubF`!;9MT#?pKA=z6vcdJEPa zs*i|S4D|!b+Mp$6vu0g>C9E+VTA@CIOUazp*eIIF3XI)Ee`Dh&Kj~n>>DX3l81dnL zvjpkAY!y&bThoA_X4xhdJrENG-NgiqN1lf(=*f8L%6t74xRl~1fj(|ZV1{#l1mGDqWYl z;(jL?4|m@jaP6b$JGpy}a*6U!RNv^_Z~X40Sz0D2MGkThRVH}m5^?u#GX_+&wkMW$ zJ;3vzeD5fw-yqUz-@%1z?F=8MI7>DN&2(3a1yC<*-)$ab_=vs*nM8Eh6K2nA(BaEl zkec)fgLU&Nt5xi@Yo^yh6v|2P@$NyC2rn?W6}{NpJ4{9l4nCK6rnl8T&-F45Ly)Jk zPl~6Sc+j-edt~l@XR~YfoR!p}AyQXqedCJI2pcFQiwe|)9@io?V)iSW8Q2fb1)?#MSctYEV<4qZP0?MVC1x1@cO2)9 z@NOuAnVv`jKMt#|AqlTnGpJ2_&AnHS<|laIgnCN=5wd14D!O=j@{*gn?RCVCU6^srTqSGB@h}rrYxA3~U zE=%&fAOB&sH6-hrQ;zk`QSCAY3xABa^%ok7hg$HW?mH{r@G4*O*V(;zcE;H8AY?GZ?FjQg(na(Y%W+m$ zGv(Oge7qf*jQvd`0#=Bc@(z1m9kzG^8LQ+)o4pe6S9O$b=KupN@x@@CKMJq73@({j2J&1yyhL{&#Ba0kyiFXv3n3>u~y6Bf3r2vJ8eI z3iTnk04B|5|BMY38OYA4botUEc=^heuPRxZuHYCj6u)lr^NZWz4&;Ae+^GNa%Tr2DE*XR;Lvg%R zM|wxHiSdC&-eQ|CUe6%`vE(4r-uI{kTu;;JT-2fs5*Pg2~C7^ptVX^1OHGt+_9Vrd}9 z3-T<4aE&_8l7}*D$wGC>W4GMi`74!SssoR+gC^H%#(;nAxsVIL$kadi$=?u__4oII zRSZy*IRgo#-L{W+=konMhalWGZfPyScE<4x^3Y9`;=ar(i@Z@}*Y zFCv4#y4kh4w^%COL{H9vu`!;fcD*Rk%@&y+4m$XFg-v?bukJX*jq$<1g$ShJ0jD1D zbN?OGy#;vwVS;no`>-Qm=loZ}1B7xUNdswUCbM~R6@x7`#imQ(cNiq%iH;?Ph7x$V zCOt|@iJkO0Dw{n=(n3;W7?m{3QR{<@J}?wcKydGr6v>2q1CO($Wb$twIIpKbH>sE) zN|Mk(hPAE8G$}Onwro&J$(s^Xzrru(iU@u;Fe4XGRFJRzyveq2RxN}&xWi!tGl(#K z`9N`SmH*8FCkEP<7mc;%3nYRR zvf<;eJHgH(I&2g#Z)mvmMJriSlXx)Z2kPu)K6u%f)CPkXYz@QI^=tX6Q0>5jn%Q4` znQ8@UJ_12HMAE0Xynx1hZPK|m)Ds8wHsCVszyZB`UVr%D6kWCP2;o6AQ8*};FE4H| z5C4vN;$ewkilhb*JPD~G+hDJMRy#aO^6?5zzve+ME;{b?(71P%@^i@1cFF_ z`?dIcFI5q}MS;m1iP7F(5Znr;{;P8d2r#G#6AsuRgU)tsFTtsEzH(cN(HW|x=iIg( z2yoXq4)h5NHYWY61qAqG-dsn@9kJxYAzx=}5gJk>0*|K#_1`4doS6QK(f8f2cA(q= z#ZK(NUuVOA3EmN=tS^agBn-2Rrv0l?n1amjtvyRXqAJMp_D=4mEi25$AMkS0m*w+% zM1N&1dwuv%=CG5d9}*!FU&8@={M~_Pf40jkiD?K*we>052mlCCH6SFW>y?sH&GZ!E zQx+R#KH+IHw42j!lm!G+*xg6ZFkMmvSY+4+pkV;Wbl^WbfABlpO3yKKvGeSN>Rtz5 z+?A);NG+%~s@d^e2QS~-)B>9BeAO=qz|=_7(dibKy*m?{>`Ma9SxIE|K~D7ki4kCwtf(nLqBcxYWQ$05X@uUA+sTTGo+}gydNTLZg zUkp~!JJhhPyjmURoOeK2FQ`OR6E<-69x(ndj-7a@1i|5Y1cwWb)UUnvg0<0r5;RFu z{JN>&+q#j+%81GW_AF=sazQ1S+Sc+vkV{k+c*R0*)yG4kP3w!`A&ETi1eHcnrbQwh z(3o(o@#yFjm_cI_D6wK^S6M~-bHpVR9vmcUmr`*yFEQbKJ3?UQXcInlg#_5g+grQg z(=B}ig9u`&w%6pB9uu=|UjoSUJi|1jzA}#|Qc&IHW6w)r&?=Aa=}`iEcx@2PW3W0+ zd{4`aPfu@Yd1gZ}^KF*Zc;hO#fUZ%@RiBR7q9Hb;$A?fwX(0ZA_(8}gj4t6&fH~vM zbaR;P{I{@JyOI%$dW(X7b!HGcxwt~lgwBT~Y~PQXvL9WN^N4Kpda;R`!zXN8EVy$W zcftrHK3r?g+S*!(Tzw0NL*I7fL4`Q?#iTo_!ujy+6+9wt3w06kpyv%jPaZC`aO9KU zt<`-U7*=33g}r}+!HuX zcql(3!g|UP=-Cp~95(-_<`7}`;yPj7yC`xQQBi^5R52P(&JctNX#Y9~OWN4pe(5F$ z#|;k;a@*<<@Cy9hri|#3Ri02$gd04Fm z;_?(3Q@vpxc)ZW;YFtl-z=q39ZIQ#C;d}H)QWn5l=o#3T3C`@x{{!BOV<-FIHEJlD zxek3ji}x~9bX)34_o*iL?9?k{154R*`E}5Q5E&w{4o;!$Pu8qYU}+k#O(e67dIx?7 zYp}n`@;(LIzk(JVqxb&?;oUWHp!LqLZkNKIPBe1&`l9Nd1X}IjzO1$XST-o>x*LVf{A*?*jyfitj%V92bNH zk_@Ow2yi)~kC`!|{tT{kN*8`5{pF6303_Y)x}4F-TZLGDnZH-oH#f0+7JssNkd9zX z&2&l%2NhH!NShsz8ZViwXQAP11Yu=6`Mv{!7T&=R5ubRHiqrsR50^wxm{MlHHv1i^ z8&oXOV4G_kgqogrAGQwnGD=o_az?>(`t1#j+li0}=-sR+zpjm){43ZpfAgRpG?Z&# z^sKOWoFt-;)T^OsOH8a*1V315tzl_9eb}1l6+l0Wg%#mB*DVz$DykKcvF8-VVmr4e zB64CyzBwF~nIBCaWDb8K(?f71kPohZvlpB8b9tNLM!^t>C`9-zV6p^DPXw~>ru=*#<7ao*X}c_Fv34Fgzs3Bu%s7L9!Z4h9R{3vvb#yMnk2C3|}ML1DBUuNolyJ zyh=}igFfaAzz->(Z}z|7L-?Dh0Av@W&k?r`tbNtSzq@VV=C-n8wI7whd}-3DJgSWqG>&YLwbp8vDrJIG>qU&6KQ>}bS37OTZ#Xlj{drZoRj z7$12}m|2rz(DOv&F9cUuRZ>z92Lyl1oWHTsM1}%qS$K4isF@<(o<31`WF6E?ATLR zcFOd@|8UztwNyl`R%}TCT$e3&`Af_f0Ya9E>`?Jy;fK65g!YcUsg14Vs2?i)KA7u>Csdt?&;mL2xM9ih3IRabkL)!sV)U(|f06T= zL5kMn56&)-id^8Qi54#6Qd#^7LKz&4Bp4aOGJ#bI!i*ZIv2=~0KS)O`H<{Y$lATtmPmk9jm{0_16#8OX# zTI)yL5jaj*09iXi-Wnnl9y*O1QzBVb%FX9M=WHISIUrpZf53F(>`-FGKsW*U6- z5AVN1&^!U2>De>|=y7f~RvfPIU&JC2^(9~g0ly_qc&vq|V$oQY#^a?W6n@Pxqq`e92t60uaaT&`%I=h)kIxRE`38sWC6=H8a!Kyy^PGl>44#*2Mkn7_g)hBx<&_&enfV zgo))~DIk%D=v~|2UoaY%EFnz<1sT%oY8z)Z#KK;~>(GEiba3$mYee^<>Q=+I+!qx3 z4maS~insQ}D?l&b&NA3!RtNKZw-@`nK>&H4XKJ9!ri9F&`m0ni1865xcNj3>?3egR za-kAB@ES{2%U>wa!QQpTPa+6`=31z~MBu{vYu*+0X1T*(68|zg|F^ze$oAmFfBEhw zeuBIQAN}7OdYgM}kE1i<+VPas)y-_+S#VP`;wlPW*p>?yFwxP_(4e6CF)|u1AiD4! z1O#Xh?atI=9p2lj1xf@`5H1;+U#%{0a)8EP-drd=y@g(b?)n{$LFK$;^QSKV{AI7G zHPrm~&fwjL){D6KX}yo6rKQV+BqSxhM_cj||Nar=0^Hl#W$u=@r;R`(fMNWz`4~S$ zacz5h8VWac{r&w*cbVjdzVGBhY4V@HEYx*einiNw;Q&nxaKyu}|Eq)fpEGs34fQO~ z(J~jjYuD~WD`mzCSb{xH5667`{p-fY;@po90%Kw{DjsOm1X4>BF6R${c6N(_!Ee0U zOY!;hmxG5}%R_{|wKi4L?H(t#=rk5QipjFyWTLpBoy{6?KSAjy#^JcgcD5^9PvYq4 zXs$1VRLgZ;44sBkOC!G*7Tu-m5IVE6(7GdM;a_?kUmieL$~kEEJKEp$*cECHWu)fi zCDzi?f^Hb+-4Vw{!DRZB#e8U*8jxD0ht@4HX;q)+>V#u}^oK%cHK5O%TO#kFado?7 z_r+X01AfTq_w;oAxsI<$=`gRn{V{V{4fK=l?N*#3U6fZaF%vybPn49Ddh`_ft)LAk z+obzWD1$1}aJUZ!u0r6Z?z`^0qb|%)mCGtZN^n@8^2d=XB$$-fp(p5bXsCDqh2Y#+ zh46(77b=QQnnLKIAyfyq~nA}E@NRGk8DTFCL<2G(xZ)L&SvnGVZp@eL1)l*c!z5gw)E>*(e6YO;C1Zo_h2G?{RX<{Od~C)_ccE5H8Xw`vU+VNUKErDe|wS2R$diDNT!3}x64lXgNS}WCE8EV{6 z+bx1NZHOnA0Ll3$>qF`gNgd3RX)`ZjNb^0Zc$Ve+ciIJaqkS4{VqoCVlm5iE%yD%T zu?|9C`$y=9AFI*FqKCY!r9~PtOdW^d&rWvo&P&<#g^+j3mdHYT9I>DSbjzbIVUykD z<104Ye~o?#7C<1OoDf4{4%&SE(#P`*Dy zI+$;MSOO=#?5SnRd~w7`i6iO!{Cpj>4f;X%BDJ942=v);!*^4d_DM-fvIy-@eU4mY zE?s+rOF&@A@a#wB??USYq*pWno~RCXPm9wPtc8WNEUuuSAiv%;6;gWTbQb7%v4moN z&v0y5m=UyN62Wk}z?%v#QVW5@rJTCKycZwgq!D8fFtAKaO!xuF_N0eBVK!`!HQzfp zAOQ@`%!c0lN${DlL*tnrd^<%o3+Cj`kR>Wfa-%F&52#p(-@pHg_2rha9t4-Vo>WDws8&OU=eZ5(VIA5F z#Tl9|%ba>ANBiOq4*7wBfjS8Ez3(;U3}wlBxl50uLK zav~ioFksyKJ!E`xQV-d-bzo99wOH&<4zPy375n4Fi_+Z~>=VD%*4J5!?dEk|PxfcA zqJIn64=4u+Y)G~i!{Z^&l8?E$9C!-crEwk)4;P!;hh_mOH~{r+yWFnh;bB25Dm4?+ z%G-7(Ib{ew6TZwOaO&A1ocqDoB9Ool;zahLZ58*Au|e62lUUn#?F`Kx)xdtC%n>ju z0lf{P!%KD zk_8}EoRC|FBdrkXZEz0e2J`5F+NG-%_*;w=N03X2O2@l_`)wM5FnH>5J3eR{X9cHK zxFpzTClu)D>5Kln!GPP{zIE%h$H``#zP|o7TwEQP-g2?UxaT5 znd?r*`TF%M$X^|21Cs$!tod2K8SyE6{eko8@h*G~%rDbC#0Rr^ygRlDMa*z=IZ^2^ rxPOsd5_zBi|Nn&e9~0eoiq3n-!*OlUJsQ5K2PGvYE1LOG`_2CWQv?1L diff --git a/_images/51c8ddb82d9aed909a2b5aaaf3f61235955e05a8b12c02505aad49ad69372d5d.png b/_images/51c8ddb82d9aed909a2b5aaaf3f61235955e05a8b12c02505aad49ad69372d5d.png new file mode 100644 index 0000000000000000000000000000000000000000..5cce4bc72a3fdc6a9f38f91be05c6e6b3d1efb44 GIT binary patch literal 21505 zcmb4r1z40_yY3K*NC_w?DI=jYh;&GgNJvOG0@B?b${+%cNVg&&(%s!PNOwxd5Ylzl zxc~j{efIhHKId><-{q(C&U)9o)_R}ke(w8z2z{j}OK_XwHUt78cmb1Afj}@>ArOq@ zTQ|YKaN$1A0DlNLOKUo-+L<}K89ACl6pWnht?itxEsP(!nmRgJ*x5d17hvaNefZYd z+1^QzgTv;Z7qHtonsW?2*r5Z1;M&8qoFEV)BlLe5*S39)lZ*Q!nd}*P1M25^%w_7!F>+zh z*Xi00d>?+L#T4F>xkHT6RLEfc`ME!B{n1a&`;%%TZh5Sh zQ1>`c;SduOBOoi>)X$})q<+6qD}=-0utwD;DEPrpx)BEciYXV5z3Td_AE?ua=^sqW44S2}pj4jz%OUZJi7FLg|zXhh4GS+S_vs!CY~< z2_E#Pi&y;j6Z#)#`(Hk^QfuONT9H>#QGths(y_6HFZaaqtvMa6B0Gv%+aqZWRx6kI z<&y=Y+4ZUia$d6x4h>Bd8cCXb4F!|DwO?bXRcMHzrKKgG$Q%Cpr#jc0&O6-P+~Z|d zW4K}!rafdk_2;(imGglnvtB0)As!cd9r4es$a-Sfz9}T~zIpS;{&y#_-_pMi=JDs3 zY}M&XVpnhPoB76o-h^jiqj@^${qhuB+HP8Q$#jvSNRDeMUL(_TwkK9 z_Pbdg2)lD4MUJV2T({;&Gz<>U--AV_|8w%XP)%LE*l}47Og&P+aTzKik{lQq=qYxb zC3YFwpDg4wq`*ggFuT&1_=KH3->I*%l7Db;aHGylTKa~msi_MudeQZWuaaubku<_I zM7X%PE)h)h^t<3L)W=U#z4vjiFIL5#u(As8oVT^L)mvTcCX}HrUnwdQ`duv1UWT$m z6^Kg}!rR9c$la#D1DK+)Bk~1-`6s_28T46}UWe^`L9EJ75 zTzqiiVmbWYG;z@<{Nt>o?X!gQ9NPt~bL&S4=~jGjDI}YqH%`EQ9^!XCH3!}bMsDuUt*uh~`}^KEbv=5P74s&XzS%bOf(2CYFO zV@~knUw}uQE>Pd zdY>Y54^EG^r?7?ve8=?M_U40#2D6lCJ^!pVT^`RVsi+KcZI;1d@RP-R?whu#tL!J7 zjOQ7&TB}L@_o9g$-C7%}1Qu<4$@VZF=~{K=R7WF|MEj^TrQ{E44C6VCFl*dUW*fsl z?vj&7B_zn%+UDC0SSu?Nv&Z_Cd`HzC>v#9`R4vEoj5qj+J(7)}=i`fwyMMVtPvXeC z(!^2$Axt`G;PjLW64MsH>z7}jLbO#9M=TIVlTV@_afYSj*&ej2VlT_9V@=G}<4D!P zMZKsN9UV@_3B|LQZ>O?2k8fu)hdlMg*SN;g-I4Jr(Cj`n`CX#B zd{uD#JXS4km*Z^##tF2kIW=|8Gv*V#^yAFt!l_kln;eqMeq@ePEq6HUBkx7^2Cr>F zZP2A6B})FAhAqZ<2$s7v{oQOsV#G>?A4_k|Z9+dBy%0|w3Fy~^--C9Ok1D_Ji^Hw4 zq+c2?KUHwlBgSQA)|ATdh(;Zfv6xQL)pJ~IF~Du7GUmQ^zVHu29oK8}5Xe>VtshFa zqT|+}H#4DUO~8?@|9JlH!MlN#(v?&F7P|o3)#u9??ksqLe(ou7@5tL^#1>@AYE6Ng zMjgy=M}Fz#wz^o=+pRga+*9&rA*t_w$8j~}J@-;dJL&JG$5O2RcA|eG*s69+*MKrA?N_o`0FEl*F9N+cr@%00f zL_htD!{TzMa4#-Mq?!^WH-_k!&HW^u1J+_bRNx0Jwp4McgfHk>sx(BnKd4wP?0h=B z_0*UBOr#V=_+5t%h2bOs#z3z*qtpAcc-pF1BO$U#wd-N)xNKhg)4AI7p49hWP0bGA zollfOQd3w-f%{?Y=J<#j2x08Xr|Of7Z@Bnl70h9b+{+{lg*~zW8_pBDFe)fhBbL?e zaG-fOLU5%kN%PfRj@{=DFKeL4=EAoJ_P?Pa2|{huSet%&bg=UHEOaGrZ*g>cw6=~sOPkMuF;*EeXD<#bv? z6}KKBHBtRJ9@_GX^quH+lQ|Fd;u6ti*m5t=^#&kc7W&t2I_CRVbQQ(ugQyNJ!Son*n$&%LLZB{aeNIci?mS`=5S}{ zrOsMV@w@rUq0o-hTKA1$IGpDb*v!2-1h;LtJAr@0>+3irc*P1_Cn*SpqKR`UEzD;uEf#$JOgRP)AJkIX9xh z5lvj35!+lfE8&Umynp`)4|SzNP=62i&EJp93xa11#HCp7JBP3HD435c%zp^B=`os; z8?unfp!s`=<;^MXT{(E@)5Pyj%3kie5@4_nNjO3Sn46s;#JHHz%e!qXvzH}7HA0U; zy6vD68WN1+`<8Bb$nsH_>x1b~&^e8?1VS5}px>kQx1({=OqBR9y@xCkrpXnRVx}(P zrNX+jd-VXmIZ}l)Ynt^Zy^xc;&Beu)@%?*|_vyYT(q}nZ<36wT{q3oWEC66KGBdgD zW@`mkr`?yrHDg|zQwq6S18f9y+9fEjn-!ww$L{-4kMF-ZjglNOYO#>|9dg00Nye)A zTwR@PC{w{?BGJR-Kx_Tqi69B@1#Bg&@0aIxBq$B}!W@9Qg?EaaAH(BLbdA{<}m zbv){o{Ncmx?(XglYv>@p@atEaLz54F2iZ_Ax*$DflkH-kue+8QNo5d%dx&@)&F{Ix zV6bc_VLG~i#l=NWF%4~Pxv6rS&<`Jsrz;(V_gYDH9lIFnk2@l$dz_FWvf%DSB7g3L zk#npR_prAt?NJ?j3J3_awzZv>|Ni~P&sI{3!m`EdReetlh4tJ3twwo}J2(jtoKbcj zYFVlJEa}W=6;@*r&CL>oG{P`2900q2wkD!}eUruFbXb&{s|vbFV7xougkHjn3vc%N zlSPyK*yLmdb@dpOi%0J1=(h7cpvXUN7(wBCk5yS&8J}A4 zOKq+29M@ENS5J>gE1a01KEh^7O-*h1{Hok$YP`mcL$5k`2O@^>KRykccYi2AAb9vJ zIkRnxfzb0Kh<4{6z?LsA9kZfwl^HUnZ@S7!tHPE#ib*N6wl)czGYF$Xf|RRkIqD)Q ziHeL(yOnRwyQSJ?^Q6b%s=3zVpz`W$6NBG<_u=uh6Vc09c2j`#(C`qvT7xxicA$Jn zSmTv$<%qyaz3i!>WhN5*BfG6~X?1178v;K$5qWRg9E`g)TbKAlHA_WTSKiW+xvHwF zKA=)sTDnqKb~9~%-_f@2P#rvu%un^awYdhd>$9d2JqxhN#E1YQ(X8%Bv#NGk*6yZOv<5U3)%V?}l|4l&yhb2*)a84>@HKtVcOwqlAJyW=}x6eLx)N5%#*cw7DnZUI8%@9dzO^tYjI*B|#}zF}hBgajYV|ptZ(OLoGA`Gvm~9VsKytP1sI_1=sfssv~J;2aNe;*08?7( z&#!ATgIa6eFj$-w!W=ggc89-~wq6UrQQEF!zfUJ!$Yz4W{ObPg>l+63H)BPpc#&!( zxIC6d#KZ*!b2n;k3lhvzGIcp8H2yNVTN)7}>1A|a3<7y`3_2xgA6Fm$tPa|6l%=Bf z&;5QT{ZTpg6a2ZUfOW1%_PT%1LS3HO!TqC_*WMvoFKVd>OyA)Nm`{9HyR)oEpdqFG z5kzoo-g=^ukaWr0^n~2WjPtq9XT>e+uw0io<$R<<2QltTbi&x#O0(Bz&8Hz`pZ)U@ zGJm@wlP@eTEl`?%`n85T&NL=|WwUh*w4e>m*q*L^Ys=RwQfgKv7N zd)8_X+7xkQdRd#qhvFkw@v?9dx3N7dU}KD|D>qpL zwQ(j^OHHe0=A4uKD}JrF3)ToJ$E>bBHzl?p1`pG$DWl*v07Y^NR}y65656@y?| zirt9~=i%75orivP20De_mo($$AQl)&+z5l+r!c(dP;Esnn*`h6rpsKyPF_BOz$4!6 z>lK;+s0TF?|9jEqQF%UVd5C@7{T7QrrF+B!=f3l$-3On8&U2 zG!>K^PVD2VQE?_p)3^S;;2E+(YvGRxhr|1pVE+@*fg*BuW}_jTOt5P_VAmEh%uGk! zo(W~I50@9e^(=vvsDM>skN6^?jImo6t-U;aNWFPky&zI3f_?+h=x|{%(Yx^H#2dHt z&KI1?jLyzt5b3G$hbpFDygka(G$y2a6GM{@A1y4<^8XE zAFs($3rP^}4p#bpIz{|9ybR2z-j~RqXj`pBKq6d-8AldFzE)izR#}B4i zCHWjpe5B-yz@c%6bU47|RdZi$d^_q;1r_T6qmo;j2!`SF@fyy(taSj+hWLf=rM<@y|7@Q5eoC4Jn< z!NF7k+5ZzZ!8Qbo3M%ulDl=VODhmsXL;aGkUjvJaiv<(mNsTw{-0q0T{?xP}%$t-v zCZ6@l^JE!hyt4#xfv7Pfh*3+io~sd5Hp<_{o614yD|-^CCM zIT2k&K63(GLs-~>O;=af)%1JV$qzQoGhJg|*~ddU70|vMX)|0vouSc&dahh*;= zm_a8JY4_)_xTNF>8{46cPKB*abs;o8)0@Nke7MFyh+i#1-==AQn*?>&5!8u*sG_2! zjhx!f1P7^q@AGF85>nF5%cP#=uWqPW2!O1`wljhNNZc3kEJZm1YRGwg@O%F=RaMnU zue!Chw_m?~1C$j>J&3UUpEz$BNBJY=nQkjkdr5eUjhD=x&t3HXRA3^(ed1eIC?ze; z<-GO^P1 zLL)TF0)TPW_uK{$b{(opA~*a^wWeLh^n_35gZ``!h0ut2+FxHDM}7Iyda}2axT7fD zjM)BRVT5sJ7S~5Yc&2~z`jXOG6FbGy{`^uY7e3sAYEU3$ls7!ynL!hsi;Ko8s;XUm zeTM`IY|PBf%Yu{ks`~orVe!OaMeMSzxwVUh&s2dgVIa|ea^VQ|~ z0|7^R07qI|TX~w;J_Hxpu*`S*!YzpO4xLxbVuh)+U4mQA4L4O_4=e-`u+CjC>X_#l zE}Bvsh-0Rc6At^8XZC$!7_j*Ln1xsA>HUJNa}~Q9yQg8Ci>{p~PCf5QaJl=+3B%yn z@dZ{L1#ewnh5bUG9CQ%QW}d=eu!7)u8dwV|oUFMJS3-?YGUMOOzlQSM3%^B*`K z6!J<<4`c4P*KygETv$&PCvfXpS(3FeiW8YCJg-3F7MkSm#S%X^c)xJ?mK zbDP)CS}+0z1NAe>2TOCD!+LDpGb`I>W3NKDEY}55VgZJ;Sb6%pBN54KKlfNNS@XBa zCM$0R`c<(IFQM~6g3nyzEW!K-|CDbES-3hcw*%%Q0xzWt-J(EF5eMWvEc-`t|FjQw zYioQTNjo9&(&bZ#9ZMKIi3Eh(beW-eELoH@N+aBaSilq{0*M!?e`q^}|oO4c{b8K8sg;lzb*>t&uH?Id?S%B6C{i_fu(!&RUO>Qx9z6 ziV9lQk~v;#+1!Lx{ya}Y-WBR?C<$@H4}b*J_z6v>-$A_JW>JJg=TvnvtOpu(5UPL= zLOgW%8nTV?r>MN>u_qD8lef15*uKaq=5#zRoSyx$GG`M&_yiCz*bIQS2!?azBO#9q zaU6r+wpg@gz4n69?99x?ne%*raiV7nZLbu?d1x>r9?-#8rv=u*1f8-l@&uY+jd{*{ zDcz1~RMsi9*2f=-2FV8-UFFjm23xTy$As8z_k;ZbyoT5p{`-^8`=a7ro7@1J1%3t_ zd55#RjKV+CGW8B?K-+SlJ~`NN`3Bgxw=th!w<-%W4YhK2(){-?kr_{3aYXG(2 zI+o?Juq4-i8S1vD_@%2n{=v|To~57NHMt5?q* z9l6m((o}_Afz#}Gk;z1rQgk5xwHeL$JbpuB4ed!AgT3M8lC;(wn!?Cy<1}VBRBWWa(6T! z8))nNd!#)*1#jHAK~UWeD2wczoUbMw5iSwnVTP)l%+C%tJAQXXO@R8cZY(=HJ1sXi zx1W)OebNzLl1I?^t0|Gh+uP4oC$Bw{xcxSs$Uz|!(M|Qxq5<}?Ck2IV`uNLU|?c8ccO%f zZwrrUL)nPt#zU=LNEELyaA8wP{oW=_flC2>wCF>*t6h5Fb@peyH&rYZa0tf6#@-!F zib-ozv^;O`1mO^6Y82@I2HOHwoz^LNYs(s-0`G#J?rybG*myQ|!`Gd(`HFEG2_+3K z>)s%YSa9-52L2_fz;va5$jHc$&Sb*gX8RbiW4cZRdezQ*Hc!oZ zA&uLvC7y?t`IU>e&yKcx6!>OZ!FfGBS&9seh_L-Sbr+XlgYdR^on`wvfI6MHS`nld z)LB4L1mu&lwsy`QD@pO0qDOS|n$BCB*PP|Xf@t$F@>Eih%HT^gOsDEvQV%?Kt6FV=S8JN zQ7=$8>=%jLFH8_Xl-}>zcg6F$3Us4-iTs7mGV~zJVB^l6+>2~42u_-Pwxr3ktDd2c z4zbV8>rMQvSU_b|b-$!adj`?TjC^`eiQW)h!TX0h`vgomYTCJ(FlB)^vd=nkC{)3f z9Lkz_V0lwJ3=W8J1VmlPS9(T#;hXEmS$4vYE$HHRuoi{_^?NMZehl8M`KKlI19cSk z=r`pdSOrWqKPwj8QD2~VGW3bY-i@zmDNG{^vK2m z4Ae6OMD?8V5WHC37N-2+amA^wxvri7f1Wj3-$y{uR7>Mh8$W8C9?Q{ez5?1 zVtqXfi0yCagnY-q?UU?K{0(beZ)>kCzLEuze}12R_~hPc0FlU#*<^ySk1Kb$6u`>) z!`^UQ>gnw9lckQE1N4K@%op>+{TbC`UP_tPhX8V5EJ{>VxR{m!yiocyNd~h`fAQhE zH43kf>@z2sk)S`^o!UpR#0=+!o*#?cLO=X*7u1e(bM*)8)Y=kliYHf+^rhwai+rM{F$7xPH`k67Y#*-)!?UY7twCrnAnyyfQQ_baOV{K=z49Jc>}A)-Me=`B_;KK zkJax6lDN;R@WpP6@YTr@+LHko+h3Uqlz^$_cl-@oLdny^!7l&WC|60nNXT#g_3XL; z9!v?mH65u$Kss^g7g*i>9i@b6IK>O<-f4#pYWaBX<&4y0cVRS;VM_J>45au4e!>?o zUR6hSO>=d6PEk?y8_d%l1ZZ#BA$r|F~>UNJsr2qv#47bbKmbi<{1d^iH(N@#a-ltEWUah)INMN?L z5$Fu8)t~P?dh(=8BW>8XKhL2}o6j09w=@&wAn0c>keYnM9sC^?^Fy*u-Sh z8Y*sa&dgsL%bj(PWy?2n2Xms}EKWrI@+}$s#jA4^u>S}EF5?y8 z`W+m&K(5DbEM^5(Aa)w>U2%QCOBX;)wPd`A0z8uO#mSz6Q!F&VvZV&%JulE>e+L&( zf9iGA-yK*<%r35?ZU3csAYStC;z3r5=LaBW0kI`Pa4eqJhQjZpg%(l?Ru4>XHActQ z2pCvCQVD#Xo}N~vSOumqxeCcWibiOInRQ@im-ic@<|R#hdzTWT4`9%bjO+TFs$=Iw#GEXyiMcy{u=}Y!y3wW_6T=Itzp;*u`)H2DdesE%o^b z-P>5~&>;CN#KV%&7e*DNvY;Mn(cJ{3_+K7bK0Cf&e(q&cajzL7ZOI$8-uG>Ujs7o* z`_hSO&e<&70MS0keMw>q!c}SMj6u^C)LvE+sSM7>r<~;3>9Mlp{4G%ZW=w#R)55}F ztTg{mCFJX5Tpv{Y=g0C~$1@10wi1{Ti2fPhN61)xIuiQm#0y+K58i^bg6jhkoAw|u zFS*3KH6Xv6mB0pcbW0@mJ@Prys+&RDFazp$27}ERgo?inFQTLTGlP=ejn?`EU1*Dadq_d~Gk$65DYZauB#82y>3EP+m!WZdn` zY?`9k@gJB6)yO7VYK08yYL29zpgejn{KLFw#LX!cp>#jzuH74Q3=ww# z{>X@Ld)4HTUk34hRl@xP7PTqXe}0(goz4Fia0N~S%?{AMEl_?K=Q5WI?B%+BR_H+7 ziQZphB$IVnadzG75fg2$IodVp2RSS$;0;tk5)|-#x#dEg=V^jHZ^>{?$-=Br{4pA$RZDBv2a|(bE?2NycmR+kTq;u-pDVt_#g{y*ZxV;?*!HD2U8#Dc^CiIk z1g6a0==l~Y+TF)DCvRrPh=oJ=21Msl+nEFbrxmK>3#Wd85Lp_J;80Q~5^8Eal*=P1 z6i~!}Z1(o{u4G8L>`Z9XXx|^rr1#tb0kSvG@vN|5#R$GyISOi8M>)W_GqbR0RXH-O zudmB;%sV1dQWV9-o1WYNu2d|L_|Ve)W`0e?*RNkak$L|t^zZzewt2gdwM2`4%Y*j) znqE}fxiuYPep#cb_<#3xf;=<5b_YlR!slBhAh+!gt11n??hAQj~cx|WMr;opV`v$aR;}XTpZV3dE2jF&#`LGKD;^JGeu!yIuN%n0N)jCe)T`j^ z0sgmc2dDR&I-Xin=p=Txp`%bfjx%7U#_cHpzkmV&3=#t$-x%MWitOxLW5)?CZd>C` zTIR{iULq##_-4IvP1(xdfQW))2xtj3zC}|Liphdp0KCSq>&ay)CM)h8Nom8jx6*u< z8maF{wn%v&4Mjw5i|hVo|1F#U{i4sQ4Cwd1B~(l&A>pzA4n%?U59=whIoW*9Ur6eE zWVe>6yt@76iQR+SjE=*v^CM5KhE;)o3s&Hb&3{$uMNl0b^BYw1;rMq2UQcOwhDB$) z4w!ra4ylf^P8zv)q%Z8o2+wqMz*Fuef{376mT%_zYVIW+ce^zi!jmfF8SVHFi0+QQ zG4Ds%BM?#q?nS7&x#%DuN0}W$i3g4v7zvm435L7J!Hy-TVgP^6^TP`>+429(JQB$+u&p6yt zClBVNv=h*?;T#3|%~3@AgF#>m<+B+HF-MNJX24ZuEP(99Gnzv1$H@k4Rg}holrG}= zF+wDcJL_5Ks9Tar9y%;H{k^Js3`5g6Rs4Yseh9Gz@V@!51#XaiHbiH@qI%6+&-3$k z9^$gwjnCSq_e}RV{LLz80+vUnOZ%~w5Gc761RDhlQCTKJdNFW97f8LnkDgpr=%P`kVKv@l> zTSrHb*DlIVAE8Quj3*D$eMY;Gz9QNv3J9RjS%KxxJV5>u2L|rLnv$c{+SRDVoKjdE{lPpEO4k47GJJ9 z^G@i26awrD++c~&^bUpPAtq{!j>4KHU1~;xgbFH;a|c)LiR$eBHc?^ya`GAn06zSy z%e-IeE=F-hpOEOz?tYxlhig<0lu;0F2aQrI$O6&@STHE&nU9$uXv4q*8-grgM@vk~ z_qIq?%vcr>v@xJ>L?2LGa$b$A2v-Q-4u1u zpIN1^dJ9L~n7blBvgV|g{e2%yRq<=N&>8{qRu0eBO9?fuEQDQ_r$KIl6;D{_9(wSA zQ7WTcs~c(H#P}SDnA8fr2SPu(umQrXiO&_9Do~dw5DnL& z9XA)BlH%9I-<%74n$J!Bq7|)KFuj_h{%xc8OXY%OQn+#*dY{n7L~}oo$JM7D&QL%UvWl5V^e2XK*}={Ezv}v z*mNEPR3yOOF-HC8!zyNrmX!AR0A;O#m=}%k2oPt6fjZ_$g_UQwj+z89pld3HXUIWH zTfMacI1V6SIU;_RyDa;hvv$8V0X`LAyA2#p^*DZZqK+x`?RE?x)j_9; zguFaH$Xu)j^|iB3WBGbLphrOgco<_$_r^^kllPxVC#dp7>uz7&dgb;hxTwUc`W-KO z;Ghkd#{fLgv?=h$8xYoQCVABJwA((>Np^O28iHXuM6Lm~iO#L-Ls?OAapUwLHz;aU z#t!@v?Br$Af4TSa& zP-CwT8jtRWLl?&y+Cd7*)vfyc=g*&S&Qw=OH;<6aQcq|UBM{(@R@maxqWNs zn*j4t@WPrAR06@(zu2a59SaR7PG1*-o(i1E4oL|KiR2~F$pIvPKIZ2p`SDRvlDfJ{ zb}tnbZHJG^PSYtL)joylA0{FH;&EfmH~9D|YcmF?x!~OspO{Ss20sgnA9hpKE5IoD0ATKW|gZcmjG*fM0LPwFam;Kb&eoEjx=**5~ja zMR?XmHT*cV&^l(~5_A*T0?pKLO&C&5fYX8X4vEH@z5iVmu8fhelmNZ@@b!b$%&h2H z)krLb;v*76?;yKWtSMd!>E_ruz5fSl9jxwMGBR|w1}ry_da?=&KZR5B@t!0=`)rb| zo+RgTy9!c!AZg6da}zKTmg;DB(=qIk1yy0(huveW|4~5K#@PnFQ6>F?)iG^o^?}Re z<~NyeC}3s8!N%M24da(zYPblFTwRyl!L?DgF&t2uAM*3WnLDDg5kv&jp_wFSxaw=r z{Q}Gxz#&3`gc5w_US^x~%_&1@e9KZH)c>`pwob&mylsJWR@IJqPKWjO$808&UZh`+d2$>T`=F%?Kk z-l&=xg4E-e6T;2>bZGtu;0c=}&=-tVi#_b#FYMmwqsYnvhYZ6e-JISlNpsu)+sXi_ zea*mjjjMxDbJA-)_t(~tqFB83OITH8^n5X@L1LFE;LAgh?V3k5#~ev=FSi^g4*|WK%xJ!loOj(m4NKML;~8#oaJp1!q<;CA0X%J=s{8@T^$$^ydU8iMm=L zOjB^^?7dNb!4Jo2VFRBcFrB95X`LqO8#=Mg6*thk1Hy~ZdV9iXbj3E0>rfM@uO5<4 z-B9scnYsS04A8K3wjp9ywLYXrZ+7nX;q*ghJ!}z{OB)u}T%a_$h_dt+* zdl%Oyfr4(qw9WeQT$_3gDX_-@g`MO}{WWX8`J)id$xDF)n!3dEpMDEM^}sYq`injo zXz9(eZ5SuNxga#hy5E2FLKWtJY_LF1et2;ukK6HnL|d>(L}U5`Th7x=IP~{)4Z*Bn znk#?Iqh}J|{`}Aj*Bx>ItN-VQ)L=T0H30 z&=&t5ZE4$)(d=8j&IH=;&3%og4eY$JJ7%6ov^@uIx z2-)W}V+^EfC3&LXlfHP2z68|}DZVTYqr$)B0K5e~eVtLHAuwe#{rr+zNe)UFI@pb{ z;BqX6Lho|7>#uV`FRy#TctR|paeCXy-QHp63cG5QiuCC+*Pbump8rK5vOHq z;TTLJbC)R@vygQgvpv~=4IZu)Y}~->Y68*ZrJ07cV?&GAI*1kL;I}D1Xf}NisaPWv zJx~Q88U*J@n)zpuD2mZ~M(~0;u?mCkiV9LZFFsF=7%~eWG|=<-RNO$D^Jx!+%JSi* zpMpwP5F5C&~v=Sm>@I`?p8N-6H5#-i3F zYeWFuOZR^81*ZyLSa1yB1gY-ZzpEh9llnLzF6?*gt`U1>(~75EY@isbtx2DqA@A{X z_L$uzZ+<C&k~PE>!F%#yFp z;U=F`_C12?hlCn=jvyhGY>UrG#?AQ=*eqp*FjytWqBKb!>ZD!qcd>L(wx*ij%a8EV z+_7z9`QkYf(C)Gmo`kf^v3*AUBJdNK$QnUO{o)y17*hPxHWNrbp;8&_VPfhEnDds$ zOi89ToJq2Q2oOIkmDRXJ_Guxtn!xYe4*}Qxb|2*z@%V8j0m+mW4S8n+W{@azj}>U? z^gs-ai@OgDcbfIyr?^PJ_3yE0*E48bz^CAWSIqg=^q>FlCIJ#N+c5X=*?j6P*Tv2s z^`k&l5eNwR$z(qeN;gs#x|e?qwp6?wD5L*9B=GC{%z&<@rk#frypJZ#Khlb&>@9U1 zw2>PO{~z57xRgG*HuA0wHyej@D4%@GTabb}LTlC=qehl6;z&-RYE(Rwu)q)h7xtjx za@+1BwNQ-LPE`m7)=j`Y6WN119{_P-^uM+&1m7U%C6X3Z__Az-Fn^31ZvnU!aWihI z>LYN#&}*JAe3O;$Ks;R3Xj0MA>gtYWd7-2v=7|v-_UDf?XupU!j|W|%f~#1dNtMdU z_y25MNc{Hi{=nc^5KH){$`HU`yHik2JTMd|9VpI#5Z3gmJ8t{jVbsF}-k|}|+6nk> zBAUpM;NW1v4pI`5$L#E)JLaH*Rr0(7&I*s6s@2Y(o+Utg8}BW)>AFssx(lZ)=|5#+ z3IP_#xfsw7jI@D$+HBU}3D<-)N{)~|S>XXkqm?#n%V-v(GJ>FB8Z)GnH!Ml_c`r!< zzXMc5*Wm`bKLOCjPPn>nyNXaLD|Y`Yfq~}uDWHdZlZggO%#{|GmL@74mK^3HBO(}idCU75 z7mSju9<1*mvz@2qf1DX4HD*^ywH{F++evf68wzK-*8nH30gST2GV~o zFP}zClq-Nv3t%qb-!Yf@cwc$d+h012Y{W|xI7I%@qu{*9loDJmd43|h^A6`bzUb^|=v>7CwfJowd?U@iA-3EYPypS6^@SmXDO25R$M#abDHUin8 zv%mi+*>5%3?Q>!xXi?ZFuRq&hx!Mg8+g;B}bp%bTSoXW~;$UxR09nutY>enV>Sig( z0Cq}nICy^9$PGAAb@pXOy>7o*!=mJo&zTI9N@%W%N>{q+&OEVCm zVEjk(f>YZ)jRC;**jBGIf)3m64q88XXJ=>Na=@-zR%+Qeb*Bn@^7{HE0|MR7r&`E* z|JrYW7vm^5WE%L(UicRS4ntP(pPiwA!wCLrw{J8X*|fL2nv=>kb?|5iL?vA7zouHd z{e`MMe=IQ%vi{0$`NtN@R~HwfaA{oYbKaJhe89lcL>jmKz-=%R4!g4VzIZeJ0UuOOkk^4(lg?1whs2p! zaH?3F7M6zKnawmCsJu4~R3~1M0jltCom`t{dL2{B26t*~1eD}!LWO9OtRBW=LqP;K z>_+b8_svHfk+BrLKtC}asKHh$UW203W@l_Zu?=MAG?2am%(o>@)<9R{vR{yGOYaIX zg6uF;B=E+_HwP`k3onu{xgbPi`h(ERDx}f!v%>ROcAD_VSON(BG8gHdBtN%i?cX%G z9SzJX08z(?q6Hf8&6}vVfiQ z7!HV49J*sz>PjG8T=J@5A-G8Q}pxII<#V@<^x>RK}66`;WvUYJWm00 zZ|tcv<^E(N@{fIVVPEJfQ?%;ex+(^aogTSGH?8b~GZKL}T90{MJACf!hO5P_nIVl| z&bx=o7W>sU*)is-k)MBprIW;-X#!ebyvAtyU7{O;c$3rK5D1G<@YdRa`;dbBT=4pI z;wk%OeslRGQNtvbmn4Tvjb4g7g}o0T6|C>`TWWhw#QX@nd9XkU!((9#Zgi?f9dNu8 z;-T?tRIu4k#N1wQ88xmXG}I+U|E1OCU2lcaTDU(J=(fkp4|!yo8TEn`0Lwm;Rm(V$ zn=!(K{1-KzcN?;+Lmai^6&a!FkD-(2&c{8pIBs{n4;g#wZ@CumCCev(<71(nVrl2J zwG{@MlLrK880#DBMjD1Om7s$c?`I+LRd=TD9og<)>6Gpe4E@N!1#mL6#En$=>F5-d zm4^5=ZByRM^oEoSW++?s)GJhF%#f_avbf#xfY7lAdG41qK!zzMFE#E@0I!m@4#uw{ z&Z{Tr*72z>XF+0ISsS6Ij4{L3?b)#&vnEpWmMo`QBHie;Z_&2P!(VJe#_U2AXx$C6 zbRkREM3ZiOi7%y^+mAH{MMph!=Pi3`Gu{=Ni`1T4Y3?cAPs9>ow=VkVxWU?idsSud zPYactwRP?~|3bPo&c(4^;l5V3XfrX>=a3wx{ahw2SpqjGiDCK0sfyiZcgS_B+u74b z&|35vbbS(in`n*))#pev^yAHx&Twj6i-urv zG0yF)VO)IKbw@5h?Q#GD(VDrT`*F~8iQ zP^MzjGoqWw6T zc6sj((qu$K)sRT)-3K@}M~L$nvoGx)hl(!4tR%w5a97E2oFlF0PRU*~h*Sd4MxtlM zORe<3TJ}jmt!_s%qy${#omrw(#-UI;=m%!TYO#4Gy%tJ zyPmICUvVU4|e>@6qx!5WM_q7MV5hP6wAoA$55O zZ#{~7)h(lR2NyS}_Fd2Vs^sEBI}8&GI|jqTw3%_<5NL zhy9PkYV{IwG+h6Ukflkltc;_Re7_5NLpZ%pc0K=M_R8z4bKsi5^EvyofVMvPU9I|g zql6+_N-c)sM7(&DN?M30{4!`3{@-TJ=lJWBJTDBXZ0SqoSZ6Q8D=j5_^zUEeXaQOrf;O6KY3;Jjsm z470|-Mckq%j@)Nm*%G>o7b7Wtq98jB-fXV+s|M|n@Hcr9Mq+2-- zs^N*u)9#i>KOL5uZfJ&Iw_RW-Y->sUgIYy?rv5vFh6>~8!l zz$^qJC|Yh)QaY}q1;17Vbf^KtbqAX!Gcz;rRPWZYvmFw81AX>j)m1TngR^(7g^7v9 z*iUnRL=`h8FZY^cBqEGkyJ*g$$2LoZ!P&54C_qn>ByfIt3MCFdU0xTNgzuP^est0Te<45n@HK%Oz+*!H_`32%9Q5 zArP)n8AvGt0tyNQF6V^4@-tv9qTUx^W>q{f{$Z1{;r4c&v!76iZ zIVe9+EK&Lkp&!HPw?yt^V`DS0%}`Ho$G-7dl{d@sEoDpA9}X>Zkw_#f^?*PdW@QFf z?AuZHXlB#aty?FS6wj7#`^Vk?DY$>;?oAhMBWzJMC;_{n*djnbaR~{sA2(@ZXA6_o zGjlE1`c&&O1$(mZZxEad{9(dBk$=vqwE3?9VvTh%6C403Fm3Z&T^^z8K0DS)Xbb+d zZR%?g>*K{<(H7Jzh~8oxDOJ8UBs_g{ie3daP7{-j_N!f;)R=OHI>~bO6C|~9TbkYP z5-nyrfv?Jg1VQIW;=>Vn@hu8t4+cS)mWEx};8vqk$BtbYWZ#<=Fx!Jl#vZFE7iXls z1=5Ajh~!A%oiZM+^8268E7g->6lP z2)7&I4l50wa)VJ5)F~df$zTy^DF61L-ufa2O{!-1!P@^U*cA33s_BAcqHChsP*+cH zef5KjbthD;(X~W+%7YsajH>;iN>)>ri!a47mo*?t*RWt^`)(3r7{_X?RTJf3I}l7rmPh2TZBHya201Vo@Qhu3!8B_y2Qs>D^#;TExS zDvNUlIt}G?fz((t!wGGlh)YpksfyE0;x-812dp?lIT@#KXz2OtwH;6R=8XaI9tEs% zH=p8R6Jn>FY8?d|MpwgEhIdO!+5+-)nlnzBqMfykqgb$}Y^#32heogQC{JEavKpG~ zt1l0T_Lu^|$qcg1G`AbWEE!VfhGMTd&gfXz#sjZDD3B=(7}JS+E(?(`M&9B!?u07V z5`k6joi6wS+^DS5X&z$7r@JzS;9e*v5~N0&)?2)w+F@C2@A&Pd_@m_#lS#Y{k4JAM zJd%8vZWxXSNT1T0?%#$*6@)JZ@dx25>V!WBfl;BHQ#gsw-Wa`ZQS+&A!%e+!;Q4A= zUw~v8shiBY3_;H|fq+iAaL0JknI;EfgDCwG;!@-*iL2xyt-LG7A2sKsVskNU~yLCPe-?8+xxz$%HXm)1D#9F@n5sRBd zZlfC@bN$cnsdJX*J8Zx7{+g)W96!w<`xLY?pLCBSAAX(y|7s*gq`M+}4yV zX|1c47A{J_l6gmCgVSbmv?FDHq&TZ8lKhvP%Xe=VF-M(y8PLqE?876;ix~SiiCz*8 zaI(JRUT9}10euf)AS0Hoc;@2{d6~2B^V7r8+Yj&>?X3i;b7iwE3M*Jg!I=@V|Iv^&Oy=Fk*iyJN@V_rt&J2^UhDws90(QDYKL1ZL2%elOe1GHFts zg(4bXN7SXW;r^)bQ9)#}!|3y)49i{wA#ER#o!wVsoMA4kT&7TZZOGghO3()hngy01 wuOKAA+z?MtLxW-3n88;@KEj&sFfYrBJ)e|Nq7Z_~#&hyVZp literal 0 HcmV?d00001 diff --git a/_images/59ce4c09293a22ceba63315cf214d5eb8ac9a5960d84442fd9d43527b36b9511.png b/_images/59ce4c09293a22ceba63315cf214d5eb8ac9a5960d84442fd9d43527b36b9511.png new file mode 100644 index 0000000000000000000000000000000000000000..3a050fe469bc6122c6003b53f8cc6c15505999b2 GIT binary patch literal 8391 zcmeHMc|6o>-~P3!XgQq{m8BwU$d<-3O4&mZvS-PXEet}I>O^Hbw#Zt@zO*nxj24E3 z5MnIZmodZ)gE73{>AdH8JMTHq^8Wii&*x)4Gaqx${kwnn{k^X5bzQ&v7qnG(G9P3{ z5M-yi+BsbW*~o(+8&bA0!GCHtdI-WB3Zr}(qvvXi@wRloifCD4t~kj64uzwM@=|(cCFVN}p!XSRGYvHkBSjm+NbC%xDTNjfL+utg(A2xMyOt<{mYWh9GBe3_@ z;Xb~?)tm>qW1p^MYMkSkmMawytW(nqNjcZ5ZS~}S^X=B#mom3D*%k};yzQgWRJ*K8 zMJRebejX%pl&OZIf8b0%_2G3LMQXW@SsgpvE225%qyuj|T;6X(kY^9rHz0_?9{8e0 z$Z9i!TviT)FZ1v1L69q~;u{g9;GmV?Muk1QLKYUfEF71<4Z4?`VzW0Ph;I#hMphPI z_(5q6H@80S^?Uc(msg0zqvT~L9r&7}WM-C97j~eX)M9;9C3rWtXfCONmygdlbti&M z+`n={AgzVXhjUi@{ChQ;iRAtJ_ZjOEA5+S{e0`(vzqGQWDhLv!FYeYVi6Eb-N=GKE zsF{2DGfSidwi%JbJPLvj|@ECMHh#*Xl+H@x) zo99ZH0)L``$KFZjK$rl_nY-ZADzdAMNLih z)G4#T{?r_HA38S>L1g(pK+V{g@j1eJq|bYxBkX{r)V0q7<))%lYb!*yUc1@;s*1tj zLnCuHFr#sX*9chWsstefd3CwF+c_=Kt-NBbyz$ubP3PhCTDLGM85zg6Om!hq(V5mI z9@U5mEWxE+q^vi6YU-N8x0+2AP7_yD>T#Ijl#4e3@BOs-Oxqg0F1)p>|6XH4 zQFAtFuvs+Ti`4Vz@|PmdYMUZ<>ocKQdnFZ-$f)nYa%WPvG157xZ*mVS-z7c>0P>% zsmkS(iOXg}Y95byX)4klk&H~!)3O8w1TI)xTaOqR8ru13Ajso13N0$?^XE%jHs0Dr z*mx@l7FQ`RbX1)yQk5$*n=t_*x`7^G!z(PT$;!&gi6wQvR5da(qSHSC;FwNDM6Ium zE9Mmy8F+e@W?~~}U}oZ%=ho3Z{Z^0Uyj^To{i%J~Jw3(>OJDEEVkUk~^Hv%Av@F2hovq(d_FFCg zi;(;`9h`Rr%a2_7#(X!E+8?8x{A*iV=Co4-39BHCw07q6@YL4UYUt<~Dk-K`3J9jeQRhsv$;>7w@nRCiwavJ?@TT%;ygPHm;?OGCb6Vu%8DShGPtL+$c#WjZ`rctnv+vl z@6^=PieDm<&MQ*rir;Y0KO!QGm!H3p%^Pq2b}UsHoOKo6pxz6+C#reD&&8&+-=7AGs|dG@RX2l)U%;8sw{&rjBCYqFsFc za7zzv;8j$N;jK6C=Lk|hK0ZA!u7+Y=2a4eEMT|?-nwpvt6$7hz9cFsVg#-ldg{6sG z2dDbYpyFam%h2?tAyjj5|3;tUksjPU033qCf(Tl8u>D~ z#9UBbUM}l76$^xtv9jW;l`3yEIyxE^V;spT*Ey(GpQoQc;$B{ItwV@YF~C%D>CJ8_ z>$)8ZYfHoa)Z@teh>U(>o=j}n!c!B)xBnKPYe4N!RbuU(8%;5_lRDLPCibb zQ1u$$_INMjm(W0GT1adnC{K+K^{2|{ZHji>?3f!#Of`3FKP|uRbHD`7c=#S~i%v!>>+vSRf#7+FkKEl)n|#1;QY|o*gn>j6!+*+ZulV?A%1?NvRGDifoH#@5EYuU&H?`*4Wo ztR+oMJyFiPh?$xB=rEgzab_T$XkmH3)L&%+JJ$~NK$|gweNPx&lI8gaJeKw9 zl}Gq6d6^+u9hT=uD`qN)Qoa;>5fkirVS|E+N;?okRu6}XVP9%IL4)5@pu4Al3kj-L z`QMJ@-&Fqm9e?)2ZsZw?>zbMtP$-yVyu1REl6o}i>}+emv17-;v?ZcEY+bqbgY!Eb zVQuppR`o0`pX}l|^;kWIPY|%muahc28=xA=)iE2m?swJBj_UgYYUHaM2ak@zLhMWx z)x0T9(L!;#L8k<;Xy(;@)pxFzt+J1QAM@l)@`(R0GXOnlh*xO$a*cZ((41L6fsZUSNn$5g)9Y8a5R!2vNLO}8l zRzo{$JCutWE+8>0H&@+b>|^Ug5tG>D^;Z&n8+9|I@Z&>9srGGbHS z=knb}Y`PVstEVRyzCIKxhM`PcY)TO4c_G5Ft4!hBuSaBWEwJNJ!`?cgxQ2`1%xmOj97Aq_4fgQNByFHGpr|Jo-};_8Det)wiV$h`7$Bl37lJa1EqoFQ6-3hS?jMnmTgzvP*264t8{PInIwX2#JYBCV%#w{vuvm z>t<;P-Ck1EI_$Z^eU?ACIcFW1fpQug916|_Dfppc{<;1C&)|Gt)<0Vd7raaN3+3+a z?t>`zOqB=@L1;AnbKeP-g9lu}1>jU>78cL1H5;@NrPNUMoZt?Wt$DcocCeKt_zGEu1 zz?r+^=-49I7jneH?@}J%9SgQ*Zf@>FefgsTfRvY97!^eoF|^s8}lmd?OP><)o<_EWc&c}WDX0v_e=~GetLQ`p2+B8 z6zRXt*!}~u9}~wPcH^%)n&RwIm${$TFg}uD^%-suD#Ba~D|T0@t-q>GxVXfB=Uu0k zZAj3Y2Dh;3FVD|{brU*%{PV3%TcsS@cp1^vNJETS#QN7eyD?p6-VSeWZ;`$6?Xhih zaxUa#Q!zT|@`(njfkSR=s%W2ksFa@MvtzNdZA?O6I=rQbEl8oz2t2NV|Gti53pFh6{ai?|` zLERx2gXe6crj<5!EP9S>J9HL=`ht0ToQnIq@D-)zg0DYe9_{Y#Uco7*{=1R)Ke8|S zp$L)VXj{4SZuuIMlL&I|FX7ziKSd;RhR0{7ryqsYD7&E3S{kG(7yA9$3@tp@J*+b; zDzI*FtFodEI_>-Z2g$@3nu1$8*mNW)ROWrd*FUw?%3gkH>5kSL>c89ZP96sbf4N-< zVk-YP|NR8ob3OJ42d)DOHDoTj#I7aP1y9YMc5?Wb;K83CkoH>?3d$C9DjqGf_Zo{n|gQCOWRWao8FX(2m(HA(7FmizI+8Ke3CNisnT;-34&deTRMp& zYT7B{9(3q<-<1{8#OBUh?@12>79|NUffnLNRQ*6OeLeGkQM#;q4X-%kto%=~m&osh ziS~KN5Q=T`szB5+cO61@y@W4>UWe-^cO=n)rP!SX@qDh{$8md<_HBDy3 z`mWTpgoJtviolhWjF8fZU7aY|%i|Lh#h&PaJyBlCHSmb#zlFvfSrvJ%NN9$mb2prH zuAa93@dvN=b)xvRuWW(l)AblF0g1&l52*h?*z283?1G}A2EM)(pp0U{TGDCMH1Ac% z;;O8BWL#VYhQxUH`ewbA-RCeP=YBbg;6}J*GB52APHkzoxSamyq4l(sH=N4 zzL61zFV1e>x-FZy+9WezKQ~mXp{W^zA8yq*G^@pND}2SI$hh?8PzYE?O(=y&Z zKiaqek-oA6_W9($812*L)Fp!;2})R6x_l3?O0H4qwYURd^_G{0BQxa5UxqL#fC}dap`lH0?reoq4PS0@4X_5A`O(nA zpLO&Ro-5n2Zw8_!TgpT$pPU?_H-JWJedM&mqoNsz!S+L};28KVY1$%5QZ<4@+>bgV z4O04Is*jUfMYC8HC3^0L{MgfYa|y<`u2l;U)ipIGAtjBR|7fjgWc0`g?5d!Mh;;PF zBD2b7xoRx7(-c%cpt0rV%4GJ~BfC^_moh?Zd_0xFu@w_`KIvrBar4)w=KTfsNo1&m zOF-W?i@=ea<(iz!`Z_I5Y;CiaNv?r}Vseh4 z+p~3K#9n{9{Yb`@OT29pj4U5dm9)l3NJEU!nm7~$N5m#(?i2uf>iy+me7v2@>$$ps zl=0JTG3-9y-fV3u?J_4=nz*FCA z$*ru0rmYt396$M1cK%>k?9WS%E!d_E+!)>oA%FuE59FkYCoFGw7Mf&(fhlyrC-)bS zDU970k{~)w}vpaeg76YS8D=RAjNp=Oq zCfUG&2du*I3@JxDaJluOYp3r(wSP~AXMSFOe#VJ+x1PulO-)SlaqINi3ffGizJWnj zi{iQ|bs!MeoQ%qN`}VE=40r=HRy@GYNyqNA!?kN|kiwQ+ZQOs1pP!K09JGH|NL+Mu`gmF(BX;-z z2IWJXa4A?rg5IGEiy(D9iJg<(c4-~ZdM_Cp=k-;3JCb@zvDv|)QgD&Kih6T%b0g|9 zyotRo06k+|KvjPL&DqSm&y$X7+VE!5I1mh{tS=?U_G7}HZn*w2^|Qe{S_j{SNW1jD zT1&y~m}(lBEGd!N$tiourA+PxDbcZrq1`~Fv2t?{6njJ{R~e0WI7vqJeZc>onU^ z75pkVp>|&KD$Kp#Yh3A72tk$BfC8PhJl`l5E?ze>KAwc~7&}*27Fa^v9k_G{jvkC`?adOZ zl>+&rJ!EqLB&h1FX0uBDpoF!B{jYFAth8DJ9}i3q__ST*$kO RiJ%h@b!F{yMM_t0{}#)2rl2?#>yq4%Pq zM5LRLC>oSBay&e6x;&dULH(ay*7D$eJs%jKW_ z9K5_;a2^V>Dzfs@KRf&QczUbK$+`c>4YD{dCpik=ln4y6#q)x>Hwv}G4*B8A(jdB^ zP+~hUXHOXgB(eH}jf{MMBhT!(wcVoqG5_}6>hm}BvRww|Y^#5CrqY_-OM-HwD|ju= zFZ#H4dmVr0+Sk*n+biz(-b5`v`s$&}OvkKyp+;H;jh$sLm7*_68C5oD%zK7}-BeXp z4jNcd9ZjZu;?yZHa7hBwBlnK96iaiVQ2U>oXGy@!emL|UEOvkB4Y<}MVv9oExVCve z3S}$!50?*|M&DdAFgDHz=FDds=bCKYwrv~R2ZegUS17F=xC>mPh%hYEwj&u`{q460Zs>mJ4Vm!Oh}8wT7vny61C&sx&pO|N)DMb@eP|%N zQQ+ex2T>vg^8%(2N2y!6eSGFS6l(AXIF=X6-)~2uj_`7AK%pL~1s`Gz9p^m9?ZEQ_Ybc;$(E?`g4rH&srC5H=}YH8hn zB!p%jpSsB{)alO%cEXi7wiSmPo0uGyk-12I^b^G?B{*|&c2r7AN}G~-v4k8I6?F(c z+Q7|gWM}tGTqiD-Gu>d*5-X?CGW;FtM$^v+9=}vkQ6W^66c_K_wJZJBt?$^=3`Rc# zCR)`u#XoKT=Kh|guPt(AUc*{%nwoM81IrBz4L4YeqEOCP+L`Dh!^6W7&uRIV9F|R??aiKY_uQ$z8aF02 zdufI&%(7oxTx52ohhDa~X9Z_xXMbG`I(+zWFYDR)cGm5w_PKL+g49zO z5cB-R8_72pGjehcUyM6)ijED;ulAqzm~P-q)pXYf2fiVb-CAN~5>8w%zW?As*_GxW zF%k3$_Je(xd3O>$@SVJRik`;GT%<**^GxpI6-P&AHZeJ8!V5C!6jSiX`1m-?Fj0MF z&ah#{p8Tk6tx7Xo2u7l$p1NJ?Mwj)S`cyTgfDX$xBpwzOZLDX_E=E0mtd9%lMxjm< zb>&3D1di*%1Sk?IL1_=<>c2(VM@B@5VbuJmqQt8DJffqc7sImatyk*fdzzG=w)3Y1 zKM@OU6d_W^E4biXBvWq`Nox-_g;C(VNRV{dFbg7@SXihZv3uV>3C!1k6Ft?wx%1Nu zTzGR^TQp_dh+bgLlD~faI$k^aE&`?nM+g6MLgj}^BE9Z%*CKHy? z`E|I3Jrt>T7>%~(4LuVv_xbh?W+JY>>p3Q}G??R8x5Uh~s0}C*3ZCowSxy**iaV5g zBVNtF;9X0LqU{URn>TMh_NJYCAclGJ93k-5i@)5k~^{BZBhf1&~tS&lb5Q(`L6O~lgmS+`x#`M=?TvA5H z*uo;gqWo%hT-^SPNy?Wbbd$aal;GK}*4Kxly_5y3ha$A2qN9x~_5dKAmq@)~Ug8MH zO(`R+;D<*>nBQgwwJ?~ju5?Y7e7O2jmip3|XdR@v1>82z>LvE#8v4|+=H}U@rN@3! z^V3NQo{t~tNFn9rNyB8?gbWP~(%>T=L1q0rckUz{vAZ?Zutt!vsXwt<8-OHpTZwc_ z&O|dKWUcP<<;$gxZTx_MHV{44UtVo1^Bg$6GUeY8Ddx_ox3;eKxkMn;FR>?x;To%E z#~DE-$P7MwFvGleBh_U#M@mdUzM5XS@*Dxk$;qqkz2$9$JiErbX?;$~^ikB8>F) zQwPc6QYtDRg(4wc{8&Ab8X7hcQ7I`TAvFHO%mK_FFmw5^2eQhT{dF~B%@gdyfZttRT?Bi04YTnq`G$wF%)xH5u42>Z>^L!n zkaJBvK0e;7%4$9a;EkREdA6ybohuUR5-e>zWo_B%$f%){AyL=(`t_T zwpg01#NRQnr_9ZF=FPrdPM=4`qo33=A=4Mp+YC)i#4CE;!#`GDOJ}SYhiHw*+Uu?k z8JL^LC+QLam@f?`3G#*t@@iVg0BP91t5e}fjDyRk%4_(wm4!0b?!&&5AG)RkQq+T~ zwb#Ajz&>&Sp&{B1hm%GBDL^*VhBM{67l7F$ltT%@=;_e`7TGVkg|h%==L1cwWMkps zBC#zQ^7c)KL`Bc!TUNwS#;Fj8!!rR?l8we6QPGu_XZ{smhyU6v5uKdup>g{w0*TS4 zSOgM%7{LoJfVc=G7MCnO{~m?f{Dm*B%6l}Yw$^IHrtSJxR!Ma-7Nu{66awe3_65zh z@vHh|EiFvTRrKZ`)QhB zcK&s`_=i>Q+R5C4I%(Loo@_r9_H|_5!EZeowt4^0Z*`UrZbW4c92EOcne#s()PJ}v z@%e^%jbFY;)$m^69a7TLI@+CW#jqpcWT*D_~xCiIZMiyaJIXf17&;ZJqN? z*Umm-%nUS!=4NGGsH&<0Y>lTCSmzemlY7X)>M2lDsX&4D?A|@LIGRF#$fq#3G(qB4 zwFVs6ym6T<7`mM=P2|koB(H~!1CM)I1v4K^ZGtnBk_3ZS7e|@B6(q57TnH!8qk3Gt z4lwY3csTvm#%(^6ALQ#6M-uNpd}vhR(Pw04mesI4EJt_-@syB>zrLfD*`2!wYC?-# zgVhf7++)JG0d9^N;AL8RIxFDG^P!u=-~zay?LaDf>rOh8gxta)%|3EeFb?43LUU) z`o?`$`V2!TOFULDxV#}i_Uzr8gOENWsA8{PosN!)VZMDLnxK3wjYhH|_0{-G!R}P_ z<8x)JhJJ+H*NUk28Bcq8n|lJ$2u)!EP(V}>Aa1Vak>GSO3kXMxv7TeCT^VIc?i}(pt-Ki4J$5MSg zu8XbltE(e85kTy}Qc3;+8vYV|`QJGRfCy53TVyH@sjFk{?CdP6eX<$XT8fXk_Z$P_ zmVNHQUM*c+8kFVbCP8J-lZ~M}VnIvz_>>|6BC7f5TiC~9hX(}>tN3&0&Pj@hoC3+Y zHOLo&cd?bvv`VUg!GT!vkYb1*k~ zs>i!+T?ip`^ZislMEA-vZj6s+sDYnE9m^OFAGbdJtonsnhj7L%R%o5ru@rj?u`LVFREtNxDwf zv75ioYmAzN7~Gujw|e1xxqWWIU!So7NaX<%Jr^J?Fa^F~U=RTU^&kdREP#9Y;JJv1 z$jI(Ia|QPgg)fCD4Iv?FSTRXOMPt}<)qpRyVd2)7E{UXcjQ&mRWpNF%@dq(QMMVS- zFfo=rmSid~FHazg9yma)_H}EJSL`Fp2@hWRor`(SZv&deW01bM`#m+=&=`yLzy;1v zZed5EP$$t_Twee-VGu6GSS>C-%8Bb`(N}qqg=$Ak2<(mq%b|CO`}$6s{S{`;)<`Q#a9$z-NF-B1=X)vUhgglb?EaA6|bRR!DccxGdnaMg8L*REo}rY2zVk03tbu4 z3waOlm<8+#QJhd@Dm1bY`+!I2gxQW0Uv4OQe9H2jpdo~hU+HSxZ-aveF;M?1;M5cW zd-m+v?K# zE|kp0U{kP;oU7ZJfwufd>$x{Qd$sT)Rem7Q*0bQwP@pZiTJ0PE!Fu}xQ}`bkb^p)q z2Hz1(h{oMLz0~7ZXsvY_)cU-OPQ{& z-9Ed#)_7uREd5=3JFRBAUJ8i*wZW$G`Cc5o+IK<>1F}_1TRRdG1~Jp7>p8k$KN!r8 zw6R+iI;dpuRBqTY5856$Z~z!VNLd3g`L%CkjZ#D@jvQ}zBG#68To06D7s$kJPzy*H z*$@^pObV>B0jAi@ZfympcIr@bq#~^B-1+k~auketiaCrvqUJZL4@Fwlm-!swccrC9 zf6{)5|ET>ADJju}A`=o0r*sh0($Xx1OVZL#tEY6}ARWRCJ2!|+N@5@dKzeq4s`54l z7BN9;z=Gi$L!U4P8UWmEr5%`4G<_mk3|ygxfNXVaaGuidNb|#|JBaEN9g`E`;XC?z zbyTXL@-zm6ab?uk?Ulpk?Uk|ko-=S2k$~sV-wo~^o!u!9{MCTHD$g7nbGG*T=+IN; zP5kt`_6w7gk}6>+48r!Yv!64273)Zu2|z_D<8!@$UV}!{>(mFpMf=*dYe@bj9LE&^ zCUF9;T`Pja0UfrENtP8J-GFK=d0@f7tC>*hg7x-6H2n;dMX!DvtR9ZBM7S`kw?dCX z)H4MR1IaH7`a6tI;XEH7pKD)r8IZQ7aACP{aynsU2@`?PXQ&@xf+_}3>cBPZj?`1n zo}2Sg5qxC3KKh|Ct`h%gY@aXPdI=0OpMg93nAH;n6gY5Sc&`=V*pZy?*p}b|oG&LU zOCRh@Y%trHvkZ=wjAgkFLXJ-eg(KxL3=j&8NS{I?v@y2taWs$F!^BXzQ#vFdEWdvB z>fd2sxNcx=MBV+ka@8V>c%#HKv!P+p^1@%{ssFEMLhGhK>LvA07}7Mrx8CVUzUgv6 zXITUMJl95rf3?w|dz&{-#d{^@|xoQnDm2MLvHnX6@T;j316R6~iDT|H6e%@C_6l-bGQ8r~l4! zWr-9%YSm2WPA=5T(sh#i?4>e=!QlByx+Dw^*2aw+6I6Y3>PX;(0XZ`v5C~zTMn*!bniB^;8N@ZPMv2ci$rhZarEfXWB55|HmlbZ#BAB>61{;r)|Fnp&>wgPtq6|CWgaElsoGiHU@(sol-v`5 z|KZt8P`ybubww4~*OUbl)Pt8uSXsB$KTpG|pyDNA2h{zO?)-nN@w#{ZvEP`>?E`1kq7f`ay)Z9DEZ@aj%AtGu`L`mCexbpMK# z&O+YCV(fSbiZ!nZv5(ovAu0>V1&0qkQ3OE7KvkjEsy$mNtm*)i0qM-(PoRi*~Zx6OVU*$H`Vo z@wWRq)Jy|l-`A-UDSojS7{N%zG$3^;B>ZiaGQ44|VhDJBF=B{i!B)uj9($rGRHW)Z zbrs^WJK)pYM5Q><(%Zf=hVuS>9@x|!I0m#{Ja~lFYiZs(^)VC0{Y$lvu5Zca>M61h zg)HgLHk5!*tzcqhkJ>sqOuf8{8TH_c43Cb|7mnQ)f6Uf;5B(RUj)6lo29AjFrAu8Z z2`-*N-v&YvzhY$IE*#IJ8zve6*}xI65*AV%6$QYVc?QjqdSg$Lk!po z2ElTn&)+7$<4D}3%G7#uZH-O7XR( zS>~%3*ngLK6QiYNU}6&E<>htEf66L4DryY;B{~omH^FH(K7`GB4NB&Gt=`G4L3M~K z=ntB`82sfWH=e_)fL+RPE2ugjxG;q#E0Ah%^^51dN87tIVzD{HEwK~NLWSNp?$F4C zCMF%P>#pGhye5UPlwD5@qA`m{U@?fg#81~P%=HIOBYG5U)XtH%#Eya1j(!kwzGIyt zeGnjJkK|WW)nRE>@>VT~$OH2SX*I#Eh_!+A0q*V)#!je++aT#shb5m1(d9nn`{nZ~ zFy<|AwKM0#$ce{s9x_&yoj694ig#XIT%5OjU8-6iUJv41J{RUq18!j6p|C9(hP4z5 zC*v3Z_xZphy7BF>Bv5BKkE&F-#=irPIf zl893uj%)J!DWy3<&+)giWe7Pl=%^O4kvHHG7WLyNWO6|dnZPUm-y>Xc3(dDRF+ia5 zcb?@GMh2Jt-Me?o^FU;qS$-)G#y9qj(*lc`Yul75Gd!ojkAjXKvw{RBC9;pMXkvLv z326QYdu5mo$uEs!73o7DqG_=2{4l> zHK?<;xcWZ6VDXALwnbz0TY7@x?3yA!R2xvJ79H}7pyAmxF=zUWxkl*iRQzNSIS)GS zmIn_Wq(Nrqfqc(}HU^@MWm<~!V4@ZfDMe(GWkvh_UwSRDB}7* zLCe)GE9QsCC+Qrjp`JPP(JP=A;{aBx8Te~Jz0>mGM_)$7R^YftDM*AojkU!N#9he) zp=k!>ue6`QaSv>bk~Bmf*Hh83I3kei&=Ny?eQ#Gjseb8Qf`Zc{sFxnYLqoq@-olmJ zlHk;l>@H(nO-1mc%y+_M0zn)QtB(0rRY!MgZwBWhqr1Rb%?+TdL6!EQV9@pEdeobKRi z?P~c?)%<(NxXOV|ZgXQ@gi&d1?FYp9%X|CwLM~8m6F`y6vwMs5o4_Q@d;R+C1eo0mYU)s{C+-S(eCb_imPj$H!?TN# zN9#USH3x#F=D&;g)=B#EC+`k(m_#|UuMi%Vkm`jd`4+y9oUHwky%#fwp!(C2LHXc^ zo@nO5shC5FH30)RPa-+s70~cP^07>}D%pwrjtS+~V%^#3n;_SDwol&#WAVTK+nN7f cl8>&TuE>cgh&dO4S3;n5dGz#Xl>-+ ztY>EkBCY3OV`1%JVfvfc$zUVZ0RaIDM0R%c z|9-ECC?fxjpPxuaM+YMe|G?xu7F0$-0Sy!s6wwpmf45V&*&D`ueS5QhO#3kK+1cC# z`SBqT6%~c(f%m^Nj{hVkiVFw`^qo9LKFUII>={yti;MrCCukb`7u70)g*)>9ZzNG% zh&E0a>tnnRtNs-g41UCwZg<6A=;Jy79g}-;r{0H4l4sJniG-v0FvR z6z19=j1%yAG)A2Z{BJg$@?^l%y1RwCdwQPsQ?1Ki9tViLM-z3th8{M&C$fcu8F3I0 za2S1JVqzp8G^-6@X9{Hx#@IK$F)_tlUfMt*;0UOzt81+V{cnyfgNVa&elcL9L8z3e z_g!xFfKs{doSckA;4&w1+LMDcH8r`ox_8;hRK z?Y!UV3%;PG&w|J4bh^lDjsXYx`K?3b{~pXc8p@tYMnVF#b7bTsrNZ6SRhj3$127WZ zs$bxk^Tu7ypPQLQ3pV@rsL=%~iY6^|z8dGmpP@%i^SKeq_0=`tM91r>}HFix;@DnC^@pE^uw(pGFkTcGo{0 zEZyI5Mv(0X@umFNEzpG%Y_38rwwU0umC>c2oB9!V1`1QrdS1YoUVUisXSPOc2l4rR zo;ykx0h~%si2+6k&93(t;RO6>NSeW@Z(x9VNc8iO z_pwBgY^<0)QaPEQ>trBAU3BY0PBp&tJX_1i#~E83=FY+AP{v?o2G5aHKMgSVW{z1L zk`67#bR+!YN5s$ZJZ%LfU2tqoHgNi+3yX3N4sG11dUvfyGjzCk{+Z@U z^#@h!J4b{Dp&-g3Gkrk88BdkE$ou0vizt!GJ;O ztI}tdY6VoQ_U}abS>Fm-fRaKGo$ok6pKfsUX3G+KHQAN)c4IA9;lir?QY2oLK3^R0<7 zIrzgRiA?_IzsM%X=Xeh<_cIVH##3F@K;`@zMK zYY>Vvg4c(Ld2^AeB7~TA-XG)7KM_6SyvgQ2k{|~<5IH-auyf?751C4-dJ05z5Awcp z=ZEYOec8Jm@AZaYpwrZ-bQ%2p40YdUzXwE)TG&MI6evbkGC!Cw-JlzCiKd8^b@L@ar_3G`&J1&NR z1<7OT1>VRhDO5qOdTSc0--=*lZ*^p@U8TW2b=vh83P_>Tx9Y8x8JzGFc1J6lX(kIZ z4FXNa-2%)Sr+ZjQxZ@5Ba{JhScbn6{o?BKWl&KQHNb|qPi2CuZ=K9LsT;$|+_AW0C z3`x=IPE?!F?ypp!3X1_tbazO|g5XtvxF!yjD+jB|m)sTOj2w%RZa;PdA-MT>KKfGs zgUEKF1w9tMC+SXqk)WYTeE}817YQ7nSyza%n8`W=Gn1g?;V&FgIaiQ$c;{x`SDKT^MK1d;n7scpM zTZ`{rEPI0pqQG3>cfK(=bPg%X3OZ4h@JH`nK979-`|f;s-dXLQFx6E8F1k-*be=LK z9?aiuP^L|ur{*pzHfj;9rRG!hnw$G=V7@{;GB%h{xUgQ-xPqMbYbK&jX0MW2kz4j? znLjW+WTF)L*XikLZB@7h3h?;toD%9Dd|du1*@~n#_qFE0wx2}d{ZktKX)iz$_Vb&@eT_P?&z_2|9FWS|lq&oMdBF&9 zt}Qss%3^x|S+GrTk}gbJV^eb#jgO=&Eo46`afM`=o`wvotxOIyomKrRwa9Q!0M1lW zCwq`eD5Ws4vfc$b;Fk;^UypFBBh82;prm8D8F(mMdV2}$zwifSKqx>GO$7mPC6i~8e{t9Kp=MLl=2k9jb zNDRs9oAU?|WO4g~+6uy%`w6*+dAC6#^s;L_DkX#Ut_LC9@xBUWx|htBmq>PIpMDzT zbHR2_O$XX08Ys5uP46d;v{cpJx2n7wL7_RIDs?Bp#8~ism20o(t}2pV4-D*nmdww? z!1FC^j7a2(KBrYZ;JZUr}h&36wbzId>N8^)oA<-+!g_V z0~nAm##pu0VGaUJ{vwO~#td|XkE6TEQ)0no|4@l*y?w`W{rsLyJwIVBv<0`#i^Z6E zLgj>uuH}gl*zXQdtfp5_v>%t0N3eJ7+{N`*+YVOc04TuI&Mec0xPCX|ZYIY{4X z?6)At&x-`v3UZ{#PHf&~rl_dgb1nBHrnP4}3!6MqMgOk-q(^fkh7|O9k8UWaB4B(k z`K&ht;6TJW=3zfjut&vcxV^%EkH{K-O#S91ae;t`qU+pP&n$sdbv4-$rfq2~Rqyh% zu4I1bnEirn%?(%mQ|;-f%G<>II3}z9%Psx}8U#np3-ya?|2mUklnE*oPt0}27;St9 zO}pFImgk4VD|W&tDM&ll<9*<9z-jb3Yfh+PCY?QKQtEFkKGzcmC@6{me`0uOkLo}; zg%K!3yl;Z{bDdXeIN$uI{MYiYv`xmaZQySD)hRA7ohz;N7p!4p%I@nNu8X!C;e;?I zdtpl^d(lKP=uMpM>tK=l>8(f1DrSOwRjj_G_}j;O&Fn%LqD=dlU)@DnAl;9>XGJ|X zmwHj_R3s#_kDB#`%RBy+Dr?fqE9**9^`@yqNP>ErbFRo~L|H}bJkCRaxbZLgVWqd> zKZ-Cp`U0h!rhgWS340bQX@+%hZcEhbD4L2F-cXga?LzB~(<}#5%Y;QieQKDHTqTW&ZjFN3-QX7T*(WZBx~8n}MM zx~lWXsV!tkio+e&B+Uv%oefRQAffV0a~euk_laJhrPYiC@5Aed>W#xYxMo9FWv~R= z6iu}ow%*L@50~bf=tHxZKq+aj)tbuj{di6W!ue99HjF^iGZgUGjba3)C>T6n?m77H zKTz4z@u!xiBDDEaEU#9IS9P+LCU1PPZgJKK1bzO!4V9*Q`fY>hYptt5Zh3-Ji~T&+ z!Rs7Q5KPg+iz0eu zy+_6Au82Q=DrxW$h6BQdY$+tt(Fw)(S4xWnnu94mXRf62%)KqS6%&W+4d&27>f zE*tdlGm>HH4p9rr(M;Akm>=$}I*AbeFj~042K`)SAg!@l1Rt8^{G3x^2*Ip5!uAM{ zCQ>V}80IS=%d2*NsslgdIpuk@?Tn7F=KbQMGyc|%o|;Kq_V3tqGE%+8b_1T!#$n-a zqI`E)bhPcBChNxD#<%of$f<&8eh}|>>bh_?3`uCjand~O+t+keO6fuK%9>fo@^+|O zBr{--7A2N&w)ZGv;Uy}{XPE5;3FTUB&a7$!-e+e*CqFa0lJDIC_e%gV459~hax)O{ z4T=LxqJ3X<%w&J5G1}OzV5)d{M5NW`gdP0DG&6EY>MC8YsZ?D-PsSP=bR^}BvCBJt z^F&4|87oHg0zyjoh*3; z15Wd?tLAg5eru7!2#F>i4?me5+w96v3tXF1StBR56q<>x79rHXJ7CGjol?6+ASC#w ze!$rIC{FyM#oFH9#(T!86UtYaws)|H;w224&msYWc>V?9(?D8Ld*pL9kh}S5`3+GI zZHLmyUhW(bl{oOvbDQ9>)zQ&4yO64jI=y*)I=T6#n@VDsTReOr8*zqGmA}&V<4PNU z%8_ioEMw&7LfMObZ}QeGUoa0Rhu6w!W@cslA*aux8?Yl&D>Q^$;TbVdmWcwiKkLlpC$Kz!Cy_FS+V9AA1Vq)mDYf*5T zq>%qorBIf2K}vVTq=^QSx&C)B$XfQTCwgEWD9=0x8uBC>xv^^MEDp70(zR=*YYvqg zBP@^vwtNjFb4qX#R=<&b=ltgFB7(-bAiv_}3Pr(6kF4+5UWl2lgx&RgF=R9scYPhl zH;X7}xT3St-^jt_l_Wf@@gaV7#LTva?=x1>-M)0U4x302+tY6?tM^^Q6zyDQHVW7m&dHE})RUokP$hMf#V3GGrESlD7fQbfDXdBaQk|&PtFH8LQ97sX^y}vs z4*E3>x$+90xHE6mIhRPu4+RIAIe1Mxe@W>5--A&lvCM17Ay_nhh56N{T5*Nb9j|b- zSO{%yzZc5OEZI9MVUau#H8y-o#4TGM5PyVE=)Wyce8(??sI@cfM9-#-zq_?F{@xXo zeCdfyX~H3$2~^Cp3|OcDFdzr_sHTOhy^Ol{4z@r3oB;qGdTa}p3EiJ7_Md|K_P+%+ z&HoDOY!Yx{7_bNSj!Yfsx3J7MB31ZuCaWC|6|ss^yAPng#rV zS*aDN;y#{ail>tZN=1z@?#*fi$Jy3ec2_yC*{mQs?Uz|n&!xSnOI^jD-4l(8vtlhD zDgs7JAWPq_A^Oqa+q=dQ(r|(lv}73^Mb#=d`8b%cugir_qn?|}M?Z^pHxW51n=cpv z4-rU*D~+VYlik}Rm9O^(RuNk*3>|x?OEnFnk3PrS_@|>l(TR$&%^w4d>dcFV7?&`U55|{MTsHt&x>eH|ejbBK4=J6V%cnG(N)K8fdq1#r}uLX!JE8x;)c-L=&5{(-cIh zoNM)qMd$$Y)<1AUx!k;TvXFPvGLEMg?fo~F=-%ES){GJ=pulL!gv(z59|Q8h-pnC` ztCrx3?~eAG^G?HGv1@nLMwxs$0Mnm*IgjLd#7oLZ7o%J zL-^FGsMTddHfw&#>Eq;2qWoxz+5pu!^Y*^=1aEB5)Zy{a8K)cm>mqVBy{{rMPdlU# z)WSraA$5Kicv^oXJ}FE$KOebtio@E$L?-_S(Zt-*@jJh)Ru-Z|@6C~o=0H%E&D3v! zpR)EeT)oei1IRRLRlgxQIXMwMN6koKzyP!i_sI@gv-ON}n6=vI9u}!Is!w4aHXj8; z%7odM==>Q}HJt{#nt{>i4X2*MqGM|vsApOz0;bDHlP(sCu7L6ap@7RGcOG{Z!IM7c zH^<@U07j|G+_EEWPw_*R2Yl)VrS69hxh5``9%4#C!esLF#_QhRj?Y*dp%=mbxMbt0 zrP(p0tyGG{E5`KPKc3}b&(XiA*nNesn)REO2q&MMGCDvL{d+sn0n+KZ`(^@WesS2s z#hN-h-C^1rBimJ99Wmzf@O~UnB0T)zjb)Iyy=^%F02-6HvyNU`BB)3n@Zn-Yrt}a_ zffUX@&L(R*8U>PgJe{0&yD$L0h)JZ;U7(>1MIrlRH2E?xR~>WA*hE_eoM5NF^arN!a^pj%NnV znTWMKnkyX!6-anU2HE$R9S4;7`0qK5%=fsy34Z-VLW}T)s8H~e$B!pSPFM~r?PnPs zBv;_jy8+xoN71bW86qBRVTw+GO3sciJSVrv(T&$Ki!_B?Mi-T8QA1oU?Yata?y83h z*@lVUZ|{D(h)|k$cs5_PF+Vn1MZ>H)ZM--iV!1{!#8VY>)qjO9Lk2NBShk0 z=g5;IEDwzoCtSA=UH7|CxZvcLZEAWGQ`k);kaDKAMxYU_IU=M_V{wa1r|V$Xpw9C` zr|LjW!C4M;^_X`NM^7~>n_Pkn^z?vRTVI4l-<>SX)S4;+41)3zo*+uO+Romdax_Ib zJ}`*jFYk}-lc+D;9)h5tD$YSz&H}H@>6|s~I{@_ii?%_$q*OgOZ=w+eN(x3aSM{$O zXEfObVN*ZV;>c!SYsrfAH5jx_f%{YQ?Z$FM9x7bF#o7a%S0C)DhPy zWa^`3vT-;fPLcQ@V02@p&Da_%F^WfpATT#DC0FX^MakPt{Nx%5g(BgBw+wlwktaRK zx%aoFb9`i2G_ez8x~SQ~CE)E`h!(DhO!Pi&>gvYvE)Q?`9G_3}3c(F)4R1}oXO1&Nq z_j?Q8jA|?S#Uk7GLaOx{?kw}OATVE)a3cSj9tlm)Afk>`VJRsoVWOJl{{W7v+yLMh zQnfg`-(Uyo2T;6HG2o%WB!C0!3YGeLvLo!fPQpR_~*-HWy z<#+n@f840$xh)xbiYqzJvwv*!eeQHJTl*gh`6@5Aq6_|#=1d9ASHn9N3r^SB2<{mM zo7BqL4Bj(01E_Sa9NeyPyi%E^0%d1z;O)c8=;eh{5XNS$t+nD#9oa#3r-kTVx%ioR zb1J-t*)hNH9^1>>(;3s&6lkpiZWSIFcPxwG# z5{^nAr7uPZcUb6mS;PPM*}}_%1>6!Lb4mu!f~vErO@h|_W03W1;SK-c;GwHyX0!Kck^ZU9L*mV+mFZe92_auesV%CLY)$!*5@Qx=`R_2V zStS^qkZ{Zw9NJ2vEM>`TUvr-mWZ7kwr?aVm$1oRLwq)u@zp4)SCf^opTvXl69lqMW(C<#HLCNl6gk_m(yojmbMx4gEEBJsqP?a8DOs=mkIV&7FpU})oY>rqQZXn z$vpQTi-h@6DPPrJ>n%5G1R zhll48_=H;PrVE;Ab9Yzi3NT_h?12jOTIsaQv{|f$?{sn;ri@v+iAAj02b#a$?k-Ao zIx_tHg04)9U?ubY=zCI`93&x}Wbi&W?|qlN%!O1b3{naQtKMhg4vXg}T6?)vHIW3c z2~YjQBeLpkVP9jHQRY{OL^vv`6ZpM3qxjrg)3*6%3eG?p~+0aF&m&H-Vm#@W^qQR$(Pk@>sdA$qGon+I*sOS~q)y+)kCQ zH%2kB_*Q5hhP}JJau)Rc+Lp5Dh2*U2=5$Q*cJj~8RfewA#zP8Hsuelcmz{>Ei|S|c zCiRz^N?;_6%PaAq|B@ml&*?Zr?6wcJ}twG8Morq|n-g3odJCwq#R;Em426%&?V5#l(1aR>7 zG<@ZnO?EW{WvUQ?K3V}3e9YY2ES29)FdD<75SZ$F3_Jcl>5Lj)thXgu`ExRXel3r1 zEklnKTB}SdJJt61E6tx)G+Db?bmr3W^3uA#=Qs<;>aG10`~76V=Ie=2zB_dsoLiKs z%*6LGR17eAXvJU5FC2Z4j-*hZ0PLo5kG$!(#61SDx4^mYB~O=^!KIN}8Wan!+(9y* z(1?%PH}fOWUapimGD^%v=LhgC-3R5=#NOe+epLno)i!6cbfxj}agYWBs6tI|^y4pK zLjRU3mUEbKbur~%aOB*Vmv(s){Dhd=Uywi^Bx2W7EPI z&LHBo&0tmM(xLhRaueXbzNL)_<;yef0t5>FQhCd1bCRU)TyOO_qdb~Sv<9qGxud&Q za_W8ptc}a8)rfaR)3 zY%lnBY@1(_edYJ9!XK#SGP*;2Ks-5{_#%K{}`h@W=icR{je4 zo$tR;cuT=SUGz8bUz0D5(=}@d1W|077;pqDx*h6#TKP}tb=e)Rg(iytOjOa1ex|_P zoy}IHOj$v}goLyzjMl)_Cl;5~u_A73cNapy>O9gojTHhDO#dMTJ|g@>C8HWst>fK~ zj0WB@S0L@8r9s90ba>eKUAYK$GyIPL!Hi7LeM3I<#XAU3%F1!$N2eL)65j_;qO4Jt z5*5y^13uvK7nbfoh9aL5zuK66hmpj&r9yZjh`XEgqqm<~MFWkRGuu1J^xpp~{zWjq zc|Pd~@D2NWi8|$vuV)P#Mk5Jyn#~TOgM&YS{8ik;!y}TJzkylO9g)5#WsA3sw>hDl zQf_j1d!qAJj-H;cd&2%;?OKic|1cI#{}*F17&P*0WPL2SIk*}qaGGBn3uhIEPhPYS z%HFKy&5By-cq;4gAKE6fbIRNSj`c_76}&wsD4iDWr2(a6pr1HlTQNbLibO;fqV2Z~9U-09{kIkxqFE0c7u&}TTvkNsfHOY*6V00Sw29sHWK#;5Q z{_s+-GgHnKZzq#;U)*~CVZKTckbPYx>>nnxZ{*O1(K*g}qE_#KyR>x29NJv(0>Q<2 z93NGCxE)E^z2%swcGG7ISDnvhVw}#rar+h|ff|c~@(Z=iFPM$5H~w`PoC63s4;_o3 znMN`=;bWyA&lrWy^O4LBv25qJ?xmP;f`X6l*#R_MdbN1T02Lrpm{}fco}iC?{A zL1=y&KBS(UNAe;S!mCi^MYCQLT*Kjl37lbc8|HVr|!(iA6!JFcE;Nh zt`icVcxW5R;p||*74-3nuFJ7a<+@MdY=GKdqZ^C0gAaoB7LvPYZYziwYa###{a|iuvOkd7pUBj?dcxN65cKfi0kVg@ygVR1gIcbyyMkC}9OBKvjoU-n)FOPCA-wQ0DQ_!oZf@4=+v zQLEEpzI0sf%*V>6l}4u7$^7m7V*u6iJ<*W7`N>KDi1(-I&Qy?xK40ud+UV)vQhYNJ z%^ch_-*gOpPkwnWATwFI9HWvv>1?FWD?#QRU=b%PKB~7S5G>x`P1wKQO`wn%t!Qcb z4adz&|L}9B9{!$8UO{|j{>=UHgEfG; T5T?gC^n$;*bes)CJK#yk_JgtMPXqcI! zudfd$^6rGulXSSonRRSEsYa5KeAi#M)J5rfKd9aLl?-xs^AbM>q7bn_c-? z&gCuU!?RR&J~s@)+49>i#>9LK4&CLk>^UHjWf=(Lh!pmBqF&EN^ixw)K=CeVdtbZL zj=hXNC2O|F-^ToRkBE@8Nc9E?yg93EgDiV>uoKv>7_`n z=;TNfi-wO+g~Fe?$L(e2ZoR;yl*{c4PIN~xs%f7oPt)Cy`UFWa(lb^$4wpOlpSDwy zc`im`rIwSa2701y(-t3TIT&wg?22LJLXU!}4Xz?UE2dsHTW3#WXlrJEsp=s4%sB2@WLsXvXZc5ZG7@+O0xCLsIbmQP_B{oyCP&9QYn2SraAfp8dld zO>c0)^FIvRtsdB7ONo!eTE9KI5~pcF!qq9+wY+%B&CgWIBy$M@lzKiTAxq;re#FD9 zlSwLfu7Kb_vOnz-W1M#*U$9=U@r#Naxo7^>Q!2xqH}WTaoe0WxmWxgP)j9nTZDXZ_ zmP47NQtVnZ^V4Jc2K|8?~^-s@5`PduMF+pn_4hqG`kI>{&VX}e#U z8R3#X3>r{5+_$W~XMe?vS05D9Bgr{h4yfG|C9He7kgTLu-s^~<)X72zbY+Ns@PRs6 zT@I?7JlL#hU6B9au#W+!@v=VDUu7Ev9q%BhO9YJ`=(h3Z!N^biLTAR6>Tim@H&kG) zQfYP8tT9hnDgO^YSLYpXs=dM*OtONO)YY-=u5eg8IFdGw^Z_>heg_GKgCw6HX%O|#|osHo{ALCI$at@cb^CuJsg>>_An^W5533?#Q}p{M%1#JJw^(xo`u3g75GHknjttGqMj1e>m}} zsP=wF59H3A32&o`4Bm!3`K&I95ddyFNil&SCOzS2;? zQRzI~ZWWDAQv`jlo&{6e!V^%LSEg#qpjB!H0ZAEWBiDQZxsxC9!2NAcQE&SD zKxVJ@QRmQYtkl|f%-npdT9V~{8O$BbYSn(-BJf<{m+P--!HShwOZx|XQ(DovEl5+; zDlT8Oumu~-w{%>g4pgY*<6kyv9V|n|)ZP%ppG=^%?6EPN*e_}n_~d3x59MmRx>(g| z!bq6uHNOs6WJk7TQ1Jy-C)hC8;z3ywH6Pt*MKA7{T72yBgrF>sL<76BZYe3uyi%R) zBO_kcCtoSW(g{+sm-d5pHl zQ39aeRr}O51Z1HwI^6aj1j=ySB8n)%x`d7+P=^V;lE%B%9M}MwLXGoaZ8?}){K*ht znzlB{pH@nrzbT|}8)8-|u3X7SN4wRx1i?zi0H0b?9Cc3^hE4j2Yv6Lw4&O zJWFMV&($t+;UgohuYQ!L7S5MJ12Sj*70sYe(o5uFv^+N9@{u{&;^_*o>~DGD?7ZUa z6{(vAwIB%*{=AtIna-I|x!8X5UH1#kuuSOazplL*YW9K|sHg@9a&1wN+h3?WiBd!6 z%bn~S!bqag`S(G~WzxmYQ&=%h7xi`&H`IY$?u`U747>PuXL?Q9%i zXLu#C|G^j?5D*Z=x6cnKIDX#(vZ(nk^b+M=fCHcRa`o$8RR9!7zJH(}_s(@L*<8>w zu_qQ0_0_Oj&YRs~;e3I@eA?RMCkD0e;?5Buzl-s+STX$x5!jiI95`8>2 zgDNCP>MzI>8pZ9)Qphq_?nyA;sWX(7$B=l@9A0mX!1eFns1REr!$`b#i%|0Os0u~? zYMZ+G2qxg;e&Dm7Z*))s1=Nx^1IUGdP7%;E?y1Lk< ztH`+44HJ-?N@oTO$rWLK6Emy<=v0Z$t(3B=f2%c@nGl5jLPvWdVVl~+@E zDkTTo$%$1UF19`j6VmV>Pfw${RD-c_gQQhZVe}qRksMDGtgPwr+*X|1fUgWAnaL@a zGpU*$8tPPxBC9Ny>X^~zVkvh`byWrwn}%-LqqvF7m<9-c+dL2YbpOoB-4A1kEvjYwjSfGO1&KoT!XP(z3XqA8P zpAJ`MN(_$Z*35!b_N}YaZx}&tNuBFHfbt#zPsg2yqPEM@!yMzB%i-UVnU!EktW0TY zTL4{ZgPf+tOa1XO2@F`-`K9454WaE#O(Dld?{kF=z<{w})nH<$!*ATbB^35#iV5g0 z^%?TK4)kc!HMTR({|5nG{1mMQHi@ZtxkW7Q)Q@<4CJbIo7#&#jERu*j;{nj1k9(^O zqrAKeMhj2eNW5=T5M0Cw>Vw)&Q}uYH`Cuh;6U0uTT%JVZ&kF2CQ2-j$Iq=ZkA&?%6X4@-{2~2UClNuD8~Y4XR?&Ori|rH zWFY#iJYM}vOM&jZKMYE5R2wZtcE2 z&>5IotLcAHixgw>&XAS*05y2Krb&{*al6eLDpr1My+JaYNV#z3{uGG#V6YqtYhESK zgC3xcb;^Xsnuu>q%V|0#R9=R=el`Pi=?J_>{a5dxvlVUo8<0DA*#U9~k~lcB2@#$i z=ePDAiId)@QTqsW_Ao$mRnd|d8=Uc?Z6d2nqYCIN0I049(C@H~RQ{Wl{1hTM|3M!s zcgj<}_5|^8e5Jt>r>h@geUHk*u)&=J6D-SOVN3J_mtb4ln4H2Fv<8w0Ov7UQBO8Qs z-2b-iC{sfaXUBc>Z~UqPZ{dYGFBM~CREGx@Z3$M$bvs)G3dF>sv(!h|XOW!y zGa(d=T6~T;asH2}O_?>bJ&m}B0U}L2mZaKfzV4L7;CfMbFt69YolW+Wb^luQ{xy(% zN?s8C6gt~$klTS`AX^qB2hBqS`+VG7cLOZN3R#)Bsx9RLz}>e`|Lfh%xFG_8%cVaYijzj)5v_ z-vgK@#DqCU2H3u3OtfEleauMY%TZe463SR2ybre&-j=PQ%(6blw|>wRfm3F|vz$lO z)yCacv_o~C6&1=Yuc*4y)F|&Z-N0gKh`Kc|-h|vSol@H065fW6iDT~OVOAO4+e*So zxv<&kUe;{=t7Aj5lC;yCGT|V8OPzc%Z1mb{Cmtb*g!Mjk!z@>r>DU=?FO9~n80ndC`&m9^DaLJBbr1Q;raX_(C9xhbaZ7QJe zk#P~gCnTB5Uh_Q3o)3xb&Dopt1ph;#N(*~z3=LzeE9w7h1<0JJvU~?x0gOCOJ(Ij2 zJo;;Kz&q0v?UNcUNz}+bXagxfF;uJnVW`+h1(m>9!YpU)$^gmLL6eQ9Ct|?BZK0); zwTOuJ+6#3{`Dyj1oo9z5FY6jJYUKN-VXZ(G>7K!-$(MW$At?)LI=zXDj?0ywia(ldkm_V)GsVdn@7pG>tki3qyg>9lctR(nzrJ@> z#rQ0aBRvdFOgr3=11KYQHr8^wH$39UT0&F4Jg2!WKDyt*Zv8)e?kpjRfc)?2^pDji zCyu3RZ9%UdE1`DQQ0~}-Jq307JAcSwz%)6Mx~Ct=rYgmXw&v(7uJxjkr%G-Kr1%C8 z;4ii{M~N2JXi6LSg)=Pu#R|W1k|zQZbTXPDHs++;d%Pf-(9WfvC>i-4lk^S9a1*`$ za$Eul&fl@-aR32M|G+K|K&fO{e>!TesZLo%O+SE8%J2P{!6_R}u{AoReo;78bZNE? zqasaiv&e!|HhdNoxkl+W# z>Mu+KL1FC%#M+cH6o) zV)~Up@#38`22bApNr=y6&|MhUYUr&L4iw6o`9qG7xsK$HP1j`FNBeO|NztGqh#?9E zjc7ELC3-90a-;s6)+_wW?!?&wdn=s9UcV=xC7;r|URS%il1Cd~7PJ2Ssh?K|^z(NP z+}vTCIX04X`BLxpOn};Uc^7Z*Us`P=LaZc$>k2v}`7%ARBPD*f=`eM_1(Th{oY3P9 zuf&TS{P2hpd)iM&!kP|^ul|Y|ZKm6^5YWEu=#DTcO^L_Vcg0`NvcAP76+kV1>?6xe5kZDE?`DG&rM?xvx-ec_48_$}<_<TI&FWnrqb(9x0(7&iF$Hw!t*HNjcx2I1VV3lTQHe8 zC}#3cl^tu?bCx8plGWo1ktQJZ+h^tHf1~V=N--TwKzHg7V?Ze1jqvL9=Gzry;i%Td zOtcF8;@5J^8jwnjqNSu`ssb7-s$=25bC?eMxu=ia5B&B+WY+6(7_#KFh?|8v-?VHo zp9PyT+uNOweC4qu!M?u`1L7zVPlP!COM($$%d7I(-s-4*WV-{>rXt;AV3ec z#^e@Dz87NtZ6O;sa_7Fi9ne1W%M_eOCK$Pnm!z!gtO+FrbT%~ zBUiOM)3K+TUG1lVC8e>)34@ykvlg93Lwy##Xz+02h$;Otb1gqi-*rCfd5wI81p6QO ziLo%V;Su|?KeXofF0NWh+NJ(@MDUsI`@cLJ=Ox&GL`|ObnO!Ji_M^$AbZq z*C1*0@YvvWqZh?ENceMqQhQL)=XNT?%vm;sEHgnjA%c#MC$JT-*M#XDp;kXX+?V%* zTQ3)(NYP%=fhbgVBLvmLiB5+*YHC?ok9BVyG?b024Ga`j=ufFRD_lC<0l*84o`$fE zB7*wvW9hh&LD<@j(f%XDFkV0qj&z>?&e|~EyfSM4_4DS>)p3tJm=TXDkOo>zv>BIJc)IMOv{CnP$W!#Xy^NtA z-I?SPf7%x_=5r8nG-pLaU;oSX+=B-THOQUIej?EIj|~V5k|EtzJ?dLZBo@%A5*GK< z)#Oa+vlS)00kI`%nnBVnb)-eW(&sxonQ(VA&Xt_B6dBp6_9Jsg+atjccJAci-7W41 z26FoYm9`)&zMNS^IH~QmeQz|O_|TAIjL&1!5X;&v^!P*6qbz(#i9aBkUuB_ICH$hV zv2`WIA?XcH9ame!^7S>2M#HE~_oiSB(F)`6+Af(T!SudIc4v!0at(425HWDE?{JU9h#%A62%~ayNda+w)h|lg+DM#Ma?SBJDc>TH zHc46LgJPZDQn8+zBB8I}S*GZ66x8S_=;?FZKBcn;~R;rz=PQbk(nP zU}^Gs#XT`o*czO{iIl`|j<4Z-JUQ3myCB1f-ueGEhv?O4kObS7&o!xcMgKCvLkdhi z(2q8_hyW0xPhPE;WFS>kH2yo`~!}QpA6ru;Z-!-Zh7H4MF&?Hn1Y(FItpjk@Pwl;sXdGLjT z6}`$;tjgr5ipRa;(k4V$)a09w+OTJzsxXdRzCssMb0_L*mCe*OYn$e0lz zGe)a5V&${`Afk>=CF)hzNvf%-V(Uze>>vdqF`Fn5iL=iic{gASzY2!nfvQeraKo$X zX~m8LlD?3zFf+N_&P^ok2(LO)ZE1q)?ro4yIKd`~A%Z z`fnljt3GnH0Q6_;EARr;D5c4cY5)9(*ge?*{NPj68$J{ZT9_de?Ym<-@Yy~=9)48t z04-;t+!$qn1cpH$+&z#v-?>^!y&zmXzm(}nrxyh{zcifMq1{O=5H^Bs;^|(dPe^)@0 zo)`)CtIfJB#QP=q@@C4*4hsg^!T8_X;ga6lbK&vpJw!Jw&d#Pt6gm|V`yOXXWoW_t z&g>QY2kA1Jz)^7Ea&HU^yq-zGMIh^V@tAB!Eo28NB4PfQ5`w4F)no}`TR6vuTVJUS-D4Wa!%gq>4#ol)Da zV>h;K+cq0EX4BZVn#Q(`HfhkSK!v|q?}A{j4SY#y3E`o&Vn%UTZ}JAbK?WMnEi(*7Efs{lae6aZYC^tx^0+%#x5 z()R9ps`n{02S3dxbDN_MGE-$RxhuO|Qx^_&k# zrL$RxlEEw9(+>%$o;cjwRW5Obk^=|L6YVaSL|Nut+0Q)E`&MBM-I9~PjJK%!mr?@qK03Q~B;V%oxk&1T7=%Hhp6eY@^=%la0 zqTh!spb_iC801-@veo`9{%(MHP`kDNlX6I3w5X}*!c66+TOe<1x!HRYF>rP)O)gt7 zG;#$mRM41Y1_+T5*O#UVR&Dwdo;=ETF8PrU8t>@-aZ ziywl610uUUF^mQ@{}U8G_$_=W72A+4|HkFEAN|Av<5L{D2S=?b;aUt6ZLWtiQ(Y9M z-CNdC;SD1=tT=+)UNjEH)1IiQC1*zy=QgrLsq9D1Nl1hJHx`NGMfb`j8!U zymG%!OCC1^%xjQ63v-@!(T%kj!bz*@z(0=PvEg33xw2S^4W|005@xF`bt?nn3m7S( zspuI1%z9NMP=5Ccg{&}baV5{Ge-u3TZs%e;&rvZ=+Tg9q6T3+ycg7JMZVH-Wy-EPJ z9b^N-i>;$7i`|DZIhElLmJjzwtC>v@&Y3j{I+&69$+lLe z3A5~C-VG3h70~y|R%Wfr;u^Iaduw6_jb2aI-dEyC>qZf{fS5TctyR6k1* zuvp^UTfbMU;1&1Ed*X#zwLdtFq`NO9HK{R8wHNbCXc3O4!S3kO~ITM?lD3%d% zRGpt)2Nv(Px0|C0!gd4S;WB^F;b{HH?g4(^k`aI_!4@AI;nav-?Y}K(dT3zF^(Rdx z>9xnina5x-TYYv~rh^O^W^vAgK!`a`giE-pOk2$S(=<&~QVJ|LFFak2PuKg;B5C5J zg+`=6fQ^_2MF@Jir1G6Hk%EAEm*5?4G~y+q?xA0f^G5MC?e%`fa@M(;h;D0cJR{-b z?ldH7Qk9^YCynkScvd=zwZRiODG_3sv5>;-l=ul$IjqCjQFB{*&oorv0d@ig+mFt% zJm%o9*6zn+gyfC$`YEyQSMtD9)!@sk1F!?_)?+>zDDpij{VR9(fTZmAjcd$JY>`2Q zXq1U`(Y8nPcX3Wp4yU#{R6~~#eUo*&x=0r`JG1sxlRd@_F7*B+9$yW0vh-*_0oUTK0np0RDd! zJ0?%4>VaqIa9^2sV;#4o4%;Rn<25Iu*w^)Y^yZ{0x?We;kxe9UtSvEsZKm-TT>w!z z(fs)w;x8fL?^mP@{(AD?O6|Uh%tK8{$9`b@K&*)(QtiZV0%r(KGX~E09J5XT1?*Dx z7~8Z9x4TN+r&{OYsOs<|$+NVARW~wPN;2tatG=e>$HI?ftq9CLXbHYFb{JGmD;_AF zVIaaPlAdaj}woPX4gotWy~E6&qI9%R;Y=Dl-ugd=so z2&L^6Qpiw(UyWy^CnkRO^4bPMeE%$F z=j$)-tOVJV>P7XCD{E$A#A@QdH;39eYtNB7PHGQ3z*7kHEIYW zQidc*YCA`7Az&%`$qX35 zfE^Rr+*j&;<*|AW5;1#-X3igCd4CVwtI3{a=>@Q5d(0nmz+GF1U|@peXpFBy)P~Y0 z@uc4n#5(N#H}Q=b>Arzxp(XA0!)SG9R`8ClwkYb4eR#yV6b?($Sd#9SEii3Ykpp`t zk(+2}ww{M6n(7A!b@dg`pYOi1=u2AtHNr-6Clc6UwZivCFO=(m&?WyT&!A{0hGs_39j3j@ z%M6dl?Yb+>*NIvkfYUc~bphh>vH7UYj;x_vb#dz1MgnXNq;RezbjJj(MxA+E(f8?6 z931YGTiPeJS)E^AsyZ#R_{lOW_4VBYQIP#V+guQ(WD)zN3ovE#gFBKB!OkT-sT~(& z0nUtJW4n)dc+;mG+xE&`eI92I|YRotU zGjI?c286W2R9>5w_yPr$@`wNVHp3l1LTQPq3^vUo(La>sNt=|nzF3=Ea}&(EsKQ@n zdBW{4r>IHqb>BY*8N^ zksYW6{4gU}AdS@0b^SL|WaO*zXb|!XYYn(*%Xu9dFt2lHAlN6%XAeb}9;Z$;t7LnQ z!SD?BOR9;ye?Qvrll6N0BwtjB>dK!j6I(ozInVig_C?Ojg#eldcq|9W|22fsmxkKC zkp~jhum!GjWU1P;OFk*dDshQypi0i83+gxB69l_>j!t#{9rjk}La_))?^YZxnI`5e zDx=rlr<=on4YvoU=0kog^)&5y#Z0^%6d&QpzL^4|P7ajX&1vKYLk0}EpJAMUH&Nb;zcD(@;dVvXX-Py8*A; za{4ryG<+|rXL>M)HhlQU8_naO4VI9Au#+|25`cC1dJ|`X`kQ=0z-Q(q2%86IEu8%H z6)sf>;=t5$LFFXb*~VM_uoC_$1F!PwR%pTZ8u=;XnAgkO>0%5t6i>%u>{!)`Y01Py zbu&Z~(NQ4+3^u{b(S8>jiI7)%4h7B*xD>qvWRc{dFApyJ8FKv_^LdqCH#G+bh4(jo zH&2J~8!eD|9vjk&g;EkE4GSNEL)=iqP~hZhw{YzSG8^?12BO~qLYVy^hwSdg4D+%qnWy&`1jlvZKAtNQ-i2Gb)h4@dk>9=>|4`t1U zn9?^>aD`0~@zV(O*2$&GN$fZ?%oHS4l`Y-?s4j>1{meV?-})_}fqP!>qmeOMlYt=_ zIbJ;hzXWkIKz5>#*>F|38G7}2z*Ew#(cN!{(UR@svSXW4hul=qBbX?R8JMRG>R*n| zM45n^eiX=eI1qP{IflN|P9@ptxhTP@x4!l$s0DJH{Ao$YG$l02u)LqLd*~Kn-*T?+ zFWc4#*-CIsT6Mt?ro%LM2deaa=KKY*qkcs5xqv$c*t18{_h%Q`eK!i9RMDg2l@l zVDjN}1`Ab_E8C{<+M9E*L|1iN%(HArY_k`tg@jGKKeo_DM3`>0mfL#GgMWN)(^C_* zrK6>^*%oL1L@eHG7N>rBm`56k+v?T_T6M5$HRrI86Z!Gy6f}DVu=cO8ALlCS7eQjg z0UK$b)3zsa%anAE$Ppcnh`k4tqz-BrbzM~nk~@e{wvW;O`ngF7ig2HkEsBo0j#MH(;bY zm%xD?*nd`8eu?S==r(T1C2Bo^G~)0GSKqpy;5{*+<24fplJxQ@OIY_y&u6M~Xgr`d zq^8>4wIva&&;3Hx6wUSQL$G#rORwb9Tjjc!Q{5g$j%s`Zvz%pHK_5-4v z$@oXy8RK~eCKF>41ZzlTKIcEL^%0ZmmJ(9pw8$=P7SO*Jo2hj>UJ#b|bPs{3?wpB% zrAp}XS1JHQ`OpxGdttDUwS3t=Y}-Di|6ES>We5CX{V$%4_(=&aFd&5xb&U^bs6{*6 zqzc|{+jN?CiYWs88zXa8JwEH| zikwfv&@ch}mHe?wQm9bT+y8`Kae2}@c@>w(*pv`&gA*)f59$s=$n=%p7{X_kEAaTK zg5&LlffGu{IbprasN4GI6C84hZclfF2`Buu$@FqWbFycGT6*tyCX8XmD!+#eQn==5 zKn&ou>&PvDn&lJWpyI1n(NW(sx%AXB`}(W}x0{=7prRL( z`X)y$7b>@y`4(Z?@y*fnj~Q)k@>afkey!QA4e@GjMi`c*U3H&PMU{@1wTjL?wJBq% z8W%uCA;>~II8!SN!+*rE`7IwlpFLE75AKk=kLUIEeko1zri1z2(`}$4JeCf6fqUp4 z)U0CZaLr&y%B6ZQ2&3b3k#;7{t$ z2@P$D&olUM{)<(k56(t)mzEvR>1qrNNV)xPK@Tq2aY9B`cKFjGqh4cld_3^mN@QYU zV!PH{o2&eCAy%MivN?}aZFS}Zq`(anzMy{G8pe&L60VO`uRUl?nf^=!%IFo`vu|;b zK|Bme^caL-a}mWTU9EgGy(>fHBgTuE*L}EY1wQAOHUgK6ad+NkxgV|!B7B1beb_4< zHF+X$Kg_V8&v`D&wpN2|d22dNf2);jO@@hoWTN35y%#krTN6Kv)t=qsa(bk^x&c@b;7tn_&y>-O*Q&#o`vhw5p)DzpaAV-dk7&Oz`$wn%q4hP)4dA9A*l7#aVY{B@{=-i z{^wzE|J-*@;D#!N`TP6YOcapy>eMAtJE&w-+wc!lcvz#D09U7X@;6q@2z>mhCogI{ zGDhL@?rVBMJe*QSt=4RT0%T=7d@xu&n8gTqww|YXlkexVzXoK@Zh<3<{#*Dhr>tD{ zxYXw1P%^dN6(E8lcnKCK^3FRHM`H1Kxs603oXue|`FA%0Bm~HpfZY0njPCB6ugs~> zGue@*_8WHTa+|7XSWzK42nuO~1&29~QTUq5LYS*}cDFCSTY*Dq;@gt{@by{l z^S_>wN+G^8eJPl-^78UYnE(w%R8Zb^@{F~)Oe*Hq+Wxuh)rXPIW;;^+ixiH$*L~@P zW%LumpEUVGTL4G-g?as+o<13rEq;m#;ley6KHNqh!;Sl>s^suHcbZbR-hV1wycBmv0_R4@dqA<{2l6dOOUT^jLuJ7mMVa=P@Wl$cNiw(~oCL1SAN+ zetS6{8wCK9?F$%s?>u(`Xn;lUWJvI(R|^L715D99H!0vBAyy`H)1tHz$u2x{g(=)$ zpfv&r^cUof$F4Q37lF50`W^+>o!Dej^nmEE^RFd<0Qc_`U%k8av&c*)u$lzI%=&zJ z6M(dG_t=T06kdFj_n#Pc%q2WZB6&ZVJn*t z2DA|GkvtR0SEQL-+wO$xRumUcOAgKlce(N|9v9CZyIPJ)HoF;=(ob!@It03qmc>Iv zVX4GKI{NtCjj7X>ZTCux1`>0~g02}@v)FErf(q2j2$*A-8MogQ62*2MQXz4fE1^RX z&R@{#8+_6X;|>0kfg9)A*)cN)bOZJ74VG|VuC;IaIm3A-PdGs0J!xzy6EK!g1{9+sO!3-+2peFNFx;-`v z?Q{bS40*&kvqn~1QyygoU5;}L_81L=fj1FuUfheO4RX&#<#t1FG$mtWV4mLipb?Lb zEPeg_;1Li^PnT*bDJeCc*C1h$r>i#`LKXmdHbCXW(i^Dj>dG4$Zg7#XrxZ=ovbkOl zy2$GZ=Gs!Y`O$WJ@}*UV9?CsE!g&c)8Pi#&Z>NKz#Ebe{0x(_;PoqnJ6OfaOX|b$G zc{#Z*eB-WOmQ__CRa+K*Ae&qg45FLOBELR-f(_PGo*Qgpy`Ub#McI z%J=pqbrx9qf4n-@B|uVz{)Y;BdgJoIX#9`VL@)R>lkM^~sk{>3o#y;tzN1M_J)scK2O_}l6f^Lag5MVzfbyH7)#XRJg zQVQ- zLA9QU@e4;lA)&V4qfN{W5JN|OdE9!rlHoM$M3P9$%4@er9A94kI-aAT2zuAgc_owz zLkND^_dmLlo)Mu6;@}KizDr zo{WJo@IzVysrmGJKY=@%+CWrT~OCd-x8MKIAUe}Hru~nGn^yrLT;+Vu)I)Pg)bHTWGy%f4*4+60-B1Ji%rfQwMm}O&?864`9nyv-zFfsou)}$f9qvq7j7`r@cLC2;%A25+arqh8!Xsp2I`0|d zl21<&L4ne|urQB=l`7imq2E;R;q7(an zPpq?0#YOT|%%X-54@2&tk{9?t7U9npd1lJ;(#NOKtKZ={R~xZF)t&v*E$SgE*PU3F zmlq4bR~nDcnbK~h-lRJa9GKz~va<3_TI~q6O{(ULT)45#*^1qI8SC z0m=6MtBMRsB!(G4!6CnO#v#ZEq(!BO=hRg@-*?53}6b=)S%^ zaZ?j=Bf^)$L7yd$yPiclT%Qz-5-lzZ798>M1?%5T|CK&z2*=V%0xUdLTrU-6%DUdN`sr2dC3f19UJ^qv(x#|R}YkFBv9R|XYNzk^cDQ;J-1Itmi{T2dd0lm-T zWlpnMZToy<)5Y2G(uC2E1zKkdB?I3U{M>>8K4yu}8W(W2$Ijy+cngsSgczL%6)IlB zr}g*qSh0IjNUHAb6!?wj2`6A=Er!s}{*fUee%tZsJwFZT+uFkizsd^;R*M)5L6L>n zDa(~qomf_P3$NqB{cxb4p4_f1Ve0-8JGrcDk)zsCm?(eHyReozl6&39Q=Xry~X9m{#hh7&o zDB`K_MRAv4C4p>Yd6fe=vhPQ%Eqc4PdtAOx@{7GGff)vl_%oPM%H4AHMK;Q)p@^nB zSL@_eh8?ygrvpXCv>+A+CL#>t)wmt0#zw7>EY z(v9ZUqr70)M%v>AdlFnL5?0kcokb`UV}E!Pbo{kZG^*d$CKdxX#A22$fqU_JL(;%{ zFja?~74aU`yaG(wAMh-_u|GWP285pn56vccfMNA0*n#xxM61U3CF6a%*vg^W<&p2E zpC!H~b2n3iZiX*2aS|>2gm*&xuKC%6L>ClI7yf1vV15V8Hh>JD#j3Sbdh1jt>iWk# zM3zx#!&LA*)bAgCMOoHvr6-ALxq~Nho8Q(CNj}Htgw{2oJaj!Xhveo2 zIexWv>`ey+z93keX3IWAc5pC+shJs&Ep0j91tv7}m;19tUprukckKwJse30t1CHr@ z3VSp0ORt|8v2PHnyp}ZwS;L#TqSrEEBdA9U)L4m3QaDt%kJo5ZOEzz=0PeK4xR)rJ8ju(7SmV2H zZIzUT!w(g^DBw8_$aw-_GhmC%v>F2ZWi5v-aJ@I)(|m^P;V-947M0D-g<21V@Q(Rk z4#AN|&yl|;u5iPDyKi^uu4h@$Y{SuZf60q&T6(-i4yQd z_8yCsC;q9e@Ivk5@E;TA&sp#G0d6YGp{*2a!yMl(7yYh8N)i}Sty6tg0!(W+dpJ7Un5x)c;5 z3wm{_3=IWhl4(Y8kM~(H521Ab|DC-SvxKG?@XZBoS6>&a4EhHKKJ*&W(YQfsKlg%Q zDM2w|B>w3@XGhDl#;qy&~tFQJyOl}yI=m%8VV8wRI{;f_}e$8 zGWsNzL4aFJTQX9mH0ga^?&I9vuGNrK?@Or$ydza1nL97078)kZ;o+Qh-WcAq8E<)2 z7KaBS|Hf%Q14{@iS&Sbl4p9J2oc)(PHNY2%r`k#%mp$&Qz9o4v`_~JkPLMsq0sDhl z-nYpQyDR{lVD97V+*wi9CRlN`HhwXa`5{Q4Jaqdmsegvp4I+9J;U2Q9n(yGI;F`^DQ8W|(wZHBp}4rAhjS+!TaAJ>;dMovTJwdMA#lZBVl zCOhXOawb-FO z3soPjcNa1jrccCMl+@JM-H<5Lg;I!ss4X-rivSjdxW7;0xg97^#EBES+R0ApD~ z8y&KX@*6L*5lTuD_C;-hr;4U`^iEhkP#yuSJ}rmncft%o~-p-dMa1CjZf9Xsf<&E))_n=P#?!lO`vCTqPk|hd} zj9S#dWeLGos~$2>A*)yw_Ti0INxK^S|MAgx&Ui8G&N8R_(0tX0f;IBA#i%D%z47}c zW~EBD>i--oRXs&1^v=%j0}G>=-CNEh(mm024U-6rY0cNS9F&6BaKKO|2eETJN1!ii zD=$Z8x4>xX{Xq6ql19hphcEVf(CX0O<6*Xr0!x) zd+oy~tr+dlqEhb_ZXgRWNd^w}wTZlQi*aan9gpw{(KXM#&kY##2-m3=j{u|0if26; zGfONmt{v$ByfJb}PoUb*e$!f@yDBVdEGA~nf6XOg_`9uiBTBxC?EFP6!>hx486YKb zI3E}Y8v`gF;uMskag|V6E82=BH~QlwN(td6nq1Li4X^mC?UJviQ3}Vl@;g0Ad9p^Q zFZ_>nU?pUsmp`-UP$o2T0 zKAIzkE~|;IwSF=3j`cwj7#an2jAvwg^}YGDtdJT!Kn@=+6F2y_ELW~yVYyxn%zwp? zN2-6Y87Tu+xsUY&KM*=LGe=y`_}+CNS+9L8MXO_|ixs+mw$@@H7LH%v*Z(_v@Fp&^ zHrSB7F`--Vs7QV6qMXDnkQm%Iq8-y1P-cJyBz_i0W4du#w>(ua81WskKe@^~NFKD; zRX#b<9UmXNIj`4jyno!d{@cfTFs8ob)7g_iOp-)}4~K<*)OrPf@J`=C!T^AU(bme< zuzEmFl$lW8WTJ8x^YDw&_D^Yn&9 zM3c3Tw%obO+w$&rx|`KBtjx9A%L!D=RJSgF%9?G}UO$bg!*;^Bz(0CWzQ`h!_Dd!c zpEnD0R?Skq{JF_UN{?N!-f22|KvR^OF2-@q(f?hS2FPIA()0mWJVG$o2Q|NYqR0ml zz{apmC-V!(h9iL9<@qb;n3R>;`wL~$^sN$wZhW$LU??u3x@&5EO0j~oxi&R9{;DsV z9d>7v3fyV46PVP(9tf&=WF5_zn5li1*_q>-(;mZ!sRM4l)o9oJTSDtvuDi z$OQ?tMIY68#%y`;+M28>i=VQUl{J>Y>W(b}5GkSAN~t!^G%$2IX(QfAmsi#(EahwH8#BpF3-v19Xd?aW z38iYRbc*k8u&jA@2jGaF+{nG^IDz5aS5VNBzbl*#LP?Z07P!RCDiqADo*RFnI#>Ud z4O7>^*8exJ*`%4KD<3f$3sGfc@&j5Otw+s)_I?4#$X2iXxx9ad5BvVia$HuU_}4_T*_R0>mxRW@PD^ zb@@Nq(O~EYAbSpV^isi`ZA339W62zUz(bm){O_}gDq~RfXfhh6@5)- z+haCTJ&;^Os$Mjr@O)rCU72STprM%AqN2|L5nDSz0%Hg74^%k??O`LYv|)6pQjfxIjONAAO-}5eq+Go$2xz2GCL<0U0FfYo;pOcz3TB@ z0%T1UPMvjVIp;^g^5$(I?hmd5rJ=v8gh2pDGQpWHjY#C@(Oox*t;i*#U!6N^)mH*o zk$)<;!z{-utqg#d?qh>p2|B>^Iv%KeeZ+kOG|T0`#A40sPY*(tEqhu|GZm{o zj8;$PTP&Ugzd+}D`@eQ$+nza0RVW$O8*dgicy#gr-05TH-&i)xU?dd*|MH@d50%;W<}Wy#6ACIkkY-_uPgZN>Hg zf{2FG5Jp0U^M`gRPtwX2nd-34QE(GhAPkQEZ6V2eMN$3)KRbH`1C^B+ z<>8$c)9s=>tuIf}q#YqJJOMuJ7>Kel%=ry^ zHso{Ud@25sq*JJL-EtyvNlCY{O}co5NgDWd6@%YTyPCq%0zgu#U-dFT69%#Om`3q` zOj1(I8E>XxdScK60+!1i9F5^3ZSA>r}c z^ltr$mqiKaP~OZ;?qyFMVU#lq!N+GU*BgB?jQE$wS!79m{91#}uwgTtnXT=>;-~f2 zZ9#9$g+g-YRA!2^-LBEr6X~GlXyTB$@a^(n)6pXuBrTFub6ao-;C>1`g2X6&|0~*1 zer<3W=^ef$WVDTUhbko(k~uLR$oU}{|m*7%36ZKY$j2>$~t;%7*~ z7*$nsUoik&2Uc#q|0kdV9wQp);*%)L=R$*Xp(|av6`B^`2T8MOx^cKm$H*jRQT^dC z)^)!T!!(&njQYSluodoFyMdl2$*FfcT<3E@Sf(GEcBms^$46hjKUFD5HqcXN9mNe|*7F3pJ^E`jDb( z=|FX6R^*$<3PHEV{PcRSZpv+C4f9m)LynKN}cnYrzj&zXqlOv6hV;lP^0P8JS$ z#V~w0UZ&=lD?%5=)Jb3^P%@!!<_QD8_~NzEADpMJ1Jk`q2+ zW5*;1XLVOy?jdKv@D$RbH#p#ksALU~{0<1Doo)3HA%1%m(0w@ZS>GDW&XBtXuEJJF ztaQz)^iFsJTEOO;wZJeW>jQ!Cy6^+WZ|b`<57xoKLO?}heyaTn@bh*z2gU7I)FUii z;#XI@z#AW{F<6kuRM9a>z}Edzk+Y+j*&b5tI8*3KA2PsKJDqNZ123Qm$do3^uxZ~r zn<;OB*MLYykVrV)(|3imuHK+?kxpPDgS+XjDj{fj!5CS`533j zwRlCTxBm;A_@P^;c0)m$iB;r0zr(>X#4EU-S^%CNkhP>g2=`@9|A*yu5y;(L?c6L> z*Sr`IJI*f{%Lk8MbIztZ&+_uw1kFrV5LLDQlFD``YKL1vpUgNV+RGq4=w{ADk!>mX zJTKCpg0Wf^?{9hB2M;zh=gx$7AXhU)5*v*B{Jc#&15VtpFAz5Ob-K zWT|<@hK&Hgv3cLKZoO8WSRWBbjAx|xic4$W${ZpD@ZbY0szu(Y70L5~Gbzsjn7aO@ z8I5EMG!?d+ZC117&RP7e7?iHprCX~D`#7oB>dJQhWe&zT5p&>|Bw@5vEXH>@nhcm( z8yRKG#PmLO`lxzou=PqDlmbmz8G7iU%Ap^TbOT@7n2`eG0CeEEu2DegVHSd_Bga}TLG^L`4bAn-qwBxkV~o0(5x z_G>Gun-LfcOs$Ic|BbO4z^Br?taxADEdRORmfMFZe`>$wc9+uW=Et8uLs@I94uoew zMs0a6_V>-C^S&=PpiUgzlCyKXZoZ1j2lAe6)p*oJSU0t0I;+nNvBiYjPX<#rUU^fh z48M>Q!A^VEymn4Kk@s_{V<|V*LCAS`Pwk@@p}_v_I98fd$$qLO8S{I7vIf0F5T( zq^KwNUk*%x;>TM@SReVqq~Z>GAe;Y&7g^U`0)MQBfvTV|<6#+BU@`Si*v~*0nL)kI z$`E%b8qr7|xKovKuKvvY?=BwGXf{ zHv>OUw8^vjzmgFp_?AqB<(j9pWzDv7t;XLBokfr%FSj-_&VZV~#2mH$Ym~SI%p8M# zHz4bC2LGZl zfv)N0;~B4xdXH}vEhhgnBI!x(aFd8mx+b#x?Nrr>rG_)5+n-LBt-&`vJEa2rGF$kq z6cQ2m1va!3CbP1EY1#^LyWBgg{EqLf#~KWMXss(D2p?EYD916J-** z<{AFpkg@!K9NdWZfFW(S38$>a1E}y*l7^7z^V&0myt@t{T z6Gg>=krD=bJ|(DBXQv1Mc&-P0_=zD|-jb7BYvcgQsQo&KNQ)`|s@quVl-0x#C2)r!i4x>gB6NnT+tGb?y*#@BYS&*)C^$TK4!9JGcoV zbLC%ES<-AdzVc~jqH<~}uHp^jC+dxaq}9*q8(deg;%kST$b{XzbpwJ;l3k*{Avw#} zyE;JMDqr0UalwUkm84Q}-IE}O+Ckk(2%>8`Z(N|L5m1){Nzf%E1vFU#0+IZOB~)Ga zws+g6E~CTAFbP)B*B;k`?-NY^rf(&8yq1KXEpub@&v+U~ny&c%IA#lkW(h;mALjs3 zyTDdeS8Z41Z2sVH1$F$Ah6CpwyjUu{OQAZ5mDt~|F#+KWBWx}D9q|&{b*w=3%Av*q z-bx!!Sh6}T2g}yhmZ+g2G0=w1%d6jIuxg6MmRUkt^^5t}zm&4kfq^r^GgiWhUbv-( zpOii>uROG}&@usPpztJLo#)%0s&x^m`9j+3-cZRuirAg4>?qZzv^6dv+nbtgRIl1!12p8@T!AVo)c(U3;98`t*oLBENANYY`Ae?@s&F zU}MXhm;Z@IPlk^iiXJRb$&(M=Wq13i6($FMVvG-uB*omZugYRE0#0}t)5CfOQlw4L zIPK?ByKCT(CjY=G0sG?3WmpLs2YHr#wPuls9hZzH^M-Eb3g~Zs$jk3~a*Vo?y(xK@ zm$;&$-JaQmtILAgf4SVr9ldc7l#3HvnDHeNVjFedzrGVr{E((O_H4^Xb04gEj%DmMx^2r}Mq@SMaiMScVB~!13nz_04?bvN{TLO9S`4B%A(U zu`?A5OB}EnetoOnG|>9`I;LMk|7r3LYHWjg;|>!NOM<^%~|%k6}4?{M>G2@CQ|;|jI+2pga6>pdnQL;xH#z^xr!$}JdZ zWbH8OzHb6Y%e?)b&=t5ok+qW&74Gr=Od-|62ljn^Igi+kM9Kj)1@<>PLF{?aD5=i2 zW$(5^ZJYfY(s@$uPaL)?K7p+4{jrhvH;-{S^W9+JxPRG*5EcyH!5EUu<7(>-)dtq# zbAAsy?ACujm35E(C2wPu^`z`!$6W~gHzkVeuQbsifgYV(T(ptWN=i^c~SMxxXW zrf^cJ8pI{8L3`6ew#nrhlio{oON>? zY*e$X2e11Kz0RiboaL4ap+lj=JEDi0mcyZT|0B0?e2ymM_Pgjw4tHr1VxK2_;_3I$ zyA%R#&Gty0j&C{c1e*1+#R-tIXV%m?#y)SFc}!Fgn83_(Yh7=ySH;+5-H4K z{~?Q;Du|@6h?7%TeAd!(Uy-NxhjZ`S?k5c&vz32PaecTEJJL*6jWcjP=>sk93-UJu0 zz@uc&(zQFVpKk(ROhzDfJS;tTl_b-$t+|ytlOKT|g4Nws98{m{8!P>0)YV^8@w!N! zDG3Sb7L$_G|7rqS@P{%R<;D7j6C@`yB>Ml3eSZBO5Z4t4hmn1O1|>$y%@nd!k0h<{ zj|H9=H%bAWOt_+Q-1GJ~m9VI)IK4H|)V=xr{aj(@E1w<1K(JGQ}iNc{HSMwAC)h$O5_D$q16Y6svf<{SE*mW ztLDXPyn{*b4o<~(bQfAUXS{doMYj~vB*4RT`d0_;!v52FUNdCw5+P9k`*UELJ|+?G z;S=?v5!w_yPTQQw?y}GndO^h2$;LVXEkN>0>-*60_}6E7>}p-#-UqPqJ8{AfexI|) zaZ;uCYl>a(CPNfzgRwb9JptcLZ0Pkk4kGj=h1=Gug?ap$B zj`hk5(p6ex;a_EtP3-RrHD7uaOT`fhn^8w`dfWQbm3O_iQdH2}6A2>jK7>zP6G%LM zKo;icV)x-G>HpzGR$p>8em>;)d60#(mQ1C7Lf$smz#nis zj)lK&$t#EIYS-uy@Lv*A-36%Uo@Q_YE9vA~{Yl>y)-?PQ!*-gpI^QXMZ6GSwJHP)O zgJrio+H#PTrocebe>s9{4DgN)`8UejxEjN?k2Ts*?bKp}$J4s_2dJQ<{npig#Ae1i zbn>**An`Yi@9`0I@A&k#+;5S+La1J(&UVvd3&8?)rP<1x-kwX-BqaBpI(P&xsZB`4 zt~Dd?Q)|*06)fK`k)AvrP{x0qc6+D%-NR!FWWWA723U8| z%DWJh3+xnnNIM|&5K+tECBrNC%^;^}l=b2vM(f@3K$^i6Y7CooS<|89*|MY4GC+dg zhP2A6>@$T7no|04YUYj3WR)-1%@n)2cltN|35rp2KmYZd%*LfB`ZLt#Fr?My<;Q)^ zLbLXJ9;9au_zuT}{<|pm2?woT*)r*e$@Bn3-PI_w#_PnWSqS}2NP*lm9&tg z6h63V8(t);5jk8=lV__xy$*ERp`9Dj`1vxL!$<}N&7PZ9f_Oh0smz6um>Rs21!-;a zr9_4+FpH%mhnwAC<8Nl;;8%}LQd>_Fj&qde&8ksEU!e3t9r_@Q98y@;6-3&-^l)mE z9|!bEJ{z&3$t7CSGNcpKVyM&K(r3P< z!yBIW)z--?8!a>S6Sw_H-(jewIWK0jV@lB^LBryTt*;jdk78k#8{1AA+qSJX_BOWNsBzNRwr!ic@!jA5-iQ0N`@EmC-!o@s&YUxC!Bb%D zKtNSgrt;nF_dj?SGK04!$VOEx<~JT@vhu<)mUgtF6`IbykDaoYxP$+^5Wza`Y*kxM zNx(2i$q~X3L;R2XU3(nlfONvzz{qnF!cnVQqC#*KaQ*R<%jqT52!V@j!0)B}qi7=( zYEVaH%aEc;A4*{RX-kLy>3FO>$@1m1r1Dkoe(lzH=bCU`lO>}(fcbDuXgSxD@P5$d zVO2PH^UB^%80m(;1`QQe#mS_fUHDhkZpbFg12DE)Xc#KX~Z5}!Kdt*{r@X8$A?OXm4NHE{fztLkN^hPtP=X>~hyv9BEP z>Wgo)6*&5H+d4U@J-?hd?<~w`hGf0-B zVOSZkzph!O0B1EG)pr@n871a2EA%zLh&)ucxO+Q8!pmWFGw_JcTp#6721#Q-h%K4p z&1b;pe3ecDpSZdho;{#unC-#tCW@X~ne30H>npV~?w`N&UovmKVw&-|ru1ZxNtEb4 zdbIa;5^~J)pKM^s84Baxioc?I*U9h7{fBGR_i{UY*H*4BvFQv|2iyi$BScE(p{^h2 z%{Mxu=VoWmxNh$BTKfTqa`Ke#6P3aJCg2r=(+lNDr{PDS_`5#dHuC?<$4Lbp{!5qH z@C`A4_+!W*1p6*NXMNmFqkEsa&37>Npr-VrgHW==q;*9Jr4Rsr8AiQ01pVrSNG~)y zP}j8M8~48wwm(Lit`V9z>mUd(m1MV*VNXLn_zOv!IyATAoSgVuOC4hV%$&FF zTkerY>|bn3%m~*<=u5Nu`RVxUPYWQe^{q85!#2psR{ zp?sX#X5z36z03|n6B0tAE!f85>O(MK*Hr6?hf2@bvMJ{&Eo|_fgnxbB5`+$S@kFDl z7~FfHh0dA`A2cm!Yr}7NUf>J8CJ?Q}Uf$|#^}OtBv*X_C>-$aV!1!Iz&olPMefC8! zk?L$*j$W`8kSP9IK{rCV1N6Yd+%D3J3AExF4S4;Wp4UmFx@~}IU-d3VsXJss{1Q7B zX}R>9suWyWOYR@yOQI2|$5*!5{D0uN#+M~9Brb0K{+8Ab68j{#wvHB;Y>Jv6oZLT! z;JSm#4OL`req+OYp`eg%;?yoRXSd&gPu|YQ*Y8E* zEA~b)c(bZWcjsu!VpwSe!6(ustjza4_`&5p9a&d<+|J&wKhr(J*iy(v&JNyfJ$T7- zcr7J1Mo`IJ__=X<*#!cWcaNjklv&HRv(*5oa>;MoQmMypG5J(%R?bir-P>yxpJ{JQ zDOEw;ze5et-xv?mc-~Nil-k1svkZSiYTYV~g7eRCfm?noQBgVaRcWNe^7$OkU2h)`<-~-xynR)uC0L4)ED|s3EwD|tS!)QCo1_O zBTI~b;GlgT3lqZ(0N!!H%MopP1b z4m~?)yHQHA?|Fiw3u}V@32Kvn#8WPqZO;2D(Tx3TwJj}a*&KdQB!u7V#nZ!3Z#*-d zR_-^?xGE1IRN2_oQD630pGxYkT~ZB9i&Y2+n~!Vl7u(7*kFjUy``oITSCk!Vh>xCm z;TTvc2QMF5y}w5AHrL|(9KjMc3joZ?>qJYdHqf2YIJTc}tCQ5#zf9_P)IgxK@i7OH zWu+geMeGwY=J?RysK(NF@b4S!A(vf0Vp==juLWEA2tJuT1jj4a7|Q7m zR7541`BB>)eMXr2k?5d5>OZe+=L3_K_U#`XxBN``5yN`67;)+wENO!-e25#C1ySn) zd<+6;H8eCPa`@8%-(Nh|0&i+n#c`d<>r9|ut`WM zn~y0W>`*~<3*M1k1uWs@mo>krdf(`ObP={3s>&I%h@|`$sa-VkWc~RNgTVnLE+{Mr zu7155*mDS-1@^>R@#V?zg9IQo-;N?*!}9S5zpuk+U1n z*#9l7<{(-;^MbegEixG_=2s`k``aF-UZWIFWTpIE-6$lFMNdRbl&WZjA9 ze1|QzA`)&`JX}7Z0KA3!_nLs$gbP<2VO!24`lP6A4&43|m0jyeRA`gndE~%y=wox} ztSpPZ1~=TP&Gs7{cTsQOhaOhn@8PpWtg!@P|6)qrl$`z+q z{WlT#k&HHahIOXR<`?JZ=aRfiJH?Bc?;4NI)>V21UrDHzwFe^0O*%O3Afwgb|4ADC z?hks7osQXppbGSi3NQCd^Wc5zq-{2-1kSiWk_c4=0vPAZZh&$3q6K^XLM$pjywgwT z%Q!42(v{Y`nhtq_3{s}6$VWT8`~NZnKWCOvZ#`C*-z*QDS{-&AzLl3B-%=jNE}VKh z_z(x{iq4S^7h2~XF>FCx8%7n+sdUf~8^whTbib#RpVwahy*`%z<5Suije1XVycbT4 zCJb?L@pR>^G`!0wbT5A zR|?xO-1)$d3K<`f_uZYC*&;ptf5giHr$(QrV=iIeLc5OSFyNSr8n z-*0zl3F1OC2+a1gb+)giTA|WXmx<)rLorq~3gIt}3>_Gkm2Zb~lK`eLZ;E12SMiV6 z1^N&*X?3YAAWmw-(c=Xiws9lcSGnIUzUdP%m@CuB`!l3Gp5 zeNn*U3;Y*_)-LYVv}`_CErX2-zuFoz*}P*Hn@oHxjz}N1V-xi}zG!fr@gj8{DUtLS z-Q2B=Y`fm~sFg|E+sW%Zeh8PlYO#L*lPLe$jJL;U7r4}IB=eCfhlOe9J@|_1tL^)@ z&{){p!9U}jfggp~WTVwZA&0MNzL}+#Wp8ycB14cp#j57~TV^U%lq{)o;g-QP|NNGT zcb~H(k9X{2oF~bxO`A!8;LC-!spG}AOFs-pfjI~BCXXC$a^dJi@$sJ&_&?3pR`HvI z51rDj)%FO=#C|Hw2;F{ARPGDajnXqLch8j(JPF&8x@8A{j8OR<+JpD{bRgmp-|r>Y^?7m6pPNa6+Fn1bpe(-Wqr@G^se2&Y3$!U`f2H;7ea z|62tV+z^uH;Wwt z?lu@K#UF@2t3SLa4*gaV-j%xq)F*#JLZyQ-TbV$TD=!W2&QWQNd z)b_O`-~2Uh9es8tNS;|p)^rq-G=tO7)Diz@pmBSo)~TnrA3>s+;%(X}h~T}r^PcosxFP?1S;CAuDPbEeu{o|WEc`1qkAb;eH+m$!)F9~?ty9&$(@G{;d@87PO zoNhXU+%1O~Cm)WRZmc{g{72P}2CPNqoVd>ZHHJjKKcZ|x zjAUt#1w{k}7{UyQMkF0!kK5?B!f)4^6&$Vw28jL$^*#Mr)fUz9;Y(55j`PSXCDsoL zBv)|$*Q*@1ll?X0=AysJ4!6dj{RRumokk!dgDF&c>82c$4}(P7OuT&6*k zIuGwZ4hbczQ_8N+b4FQ=utiTz;y>n#1q^b8YeWNzy4Y#RGR8;0shCHi#oaQw-mIX4 zs*#4D=eR*T~oQE)zLCMH=HX$Ca_Ng7|vwKHRW?1+evMam>} zrGoG~@p&i+2YENjqk+q}kA5)T29W9mzYN2@(yNlxgh@|mIo^9)c)FT09LA$X60=Sf z+x^gV#g~i!fXC;SZG+M1K$cxC-;89gs365R+&}Zb1%`VGuGU{5;9?{2P4OrAwK{NZ zbG_IzQ*rC;M@en&R@+$XvS&YANFIobAROBPEhL*?dd5blf9zK6c&KshyJ@Ph?w|`z z;DS>Gj;`AIlOnpSCiX9@sW-UmZ~=`MympJ z&_IL5M?I<>D{1}t?)#}rryC>B7CI;CaRQ4%b-xeblR*9mtV;A59@lRFbga*&p7CSY z0PWIOmP)9YUamhAZ5n{j8}Hn~)ytj-5d@W&s)BZ4%O{g4#kIPiS91^yz2HIq7rGy8 z?LzPA#$-R`iY(q9x!L`PQt0#wRa9AJ?#sq4AYH1fp68H9X?E*||9!_0)B?%LS?jk( z9$Ac|5u-prcak`0;(SC${|Lhh{&^dW6q(5{?Rl*k784ev@V}=+4g7R~*|^=c24FS< zfGT<+hYrC*vxaWsJb6m)B7+*ZHA*6-n%A|h%O{^m<;sw$<53>10moQj{}j5U^I%(w ztYE(M+kEILR?35>OJGyv0owVhy0@(}TBMV|aRc2A-tI+L0AW~0?q7Ig<2ox|S4L2L z%be2SaGUj?gG5Wz!1&?sbHINp#XufE;;_!y{>+xUa)!iyAbP6*ku6wb+BKo=RGIY2 zur^Ze@@35X$t|N^_zNFsg^9oI5madQYUgv_Z{fcLM%@bJkAyC)bxPx^T!C{k45p%^|Db@(!=5{u?*Cpe>1yiL zki-ZiKD?GT+ObL*@4-U_IzXu{`!dTWYj^+s9bBzJhxKLtnpnZ|$)=IAWPPVUt9KEi z6gs^fUUj-l^;F`Dd}+!rqm+U7Y}sr@hWULpKzncf8#f<9q?&4E(18g>sj@Ijg1#)4 zi{qBU{wosrgGjeVPDaFpYoCz;@!gWXs3@xANteRPXxk#~gf)=pzj8pM;W5~cMVKyE zA)lMiy#aOR#-CQz&!MdU@$j94ML|JGElO1FN^wu6le=KCGd=8O5E`#2oVr4;j$yM+ z7Xq&~u8ziz#R_pm9L|eiP6#9vw_dP{)%qU7{2g(fAhu z&*{pGENvil+dBZ3y^I=6@TD{H3~G1Nyhb~16^Sj#uwvEC+&h4}4h zRU1fLDde4$0HeL=vuO@RSKAZRAdq<3!LuN2B4VLr3>f&ZNBj4*Y<{cwqZLu>FG~sOI$JEU{L8viSWO5Ap84HX zzj=z&PUpt<==#Q6)P{8}5?J3!1;o2r2k-_%s9h1sTql&>KCA(mt97*rYDD`FsKPyl1=s0qSsiYWo)q~Tf=SedGCXnvsQCZu%$D#?=^*# zDse?20~APIDn6is>9nyts2d!8qnhp!%bA*rejqAzRIt1cdp%)%8ClowJ+It03%Cx0 z*bqJlydw17rUzUy+wXjM02_vrry5Tv86=q0k4 z;rFJdg>DeWlCn@j5YmEep;O1NbieCMDl(L445K5>26rRg+AV>-*tvnNB5ANj{QC%- zQJjyY*H{Fb6wqDuZDCrTKo(5;n`hfZRU0FUQxicbFHAks3{w4=eui^5K4z$l2 z-{eI9eL9upg1qFunHZ^DjUo|1|MWjEBsyMo)St3Jp{wXY(zSo@n@m|{TPF4g)*vMP zECL4qj?dwHX|RMc7aGAWr`(<$J=~&zyI9m-?Igu1qbE~Y0uU3QvRL@4fIeR)g1k8bN2h~t0sFY`{+f2Qo2vukDnX?+ zqeGM2+Y`IfX)3KAl$cJPG3a1R=;Xa;eMxz4&@_JEV!tZ?1xGD8psn%61yE5O^LE37Bnuii__k|x(fFmPUgF3G{E_I8l#Y%r zI(6uqiKf*Fl0}a-8ARy6wO|pjPqNkX0-i~0XegMH}Ye*T+ z%Iy=SvbK-MjBe7Bg1IdeEEGa2Q3$kq?T=0mYw1SUHmX0R7o^;b&{v<#7Rk2W@ktr^ z5C;Mx?)n7eP%n!Pb^-~;lz$kwhn^KuUTD9N+vemxh^`j6K8y?;I1!nsFkTihixMZMwp1^j_heF-qfrv1$TXw19GmRL(7vx9+pn0HVpa7Hmt zD(&19p{OTJeK_{(fn)&~Taz(WY&jGVGP?Ssw^=#bx%Kr%>Bgg!;B%DfQdACiVj$?& z2rq*tUNA4^?`I{Zww=C0mzfBy_%L}|>8;zfgEz2kCFu#~v*r9Vaz?^gvX=3mfai5a zQQK!6q0f>)o|c=TnJGa2Ut>^Y)?6Bi->Zr_i?Q;rl*Tcr-vZwo4U5zgX66+%R5&uu z42d3bT+ymfJ-NsILkl#40a;k)dK|@6<$7v$v_7?yUKgQE`L+DPbd%AiH`c zMMr}8UO2ac5BTy2=SMqdRrhoE|4{4O1EpucKWH{Qk&;FB-Ipvpp?x_lIg6N|Ahk0? zkn)JbtNIsHaO(YB0CvZ}T|8QXLp$@OidHi*RA#~z-fA3c+rEG12#TcsBKfK{8{%j` zsA(|DD=D>EFdf5se?E^fMrLxrfe#Q8^uzC~gMka{6n+joU~`MDZ~oWKH%O731ZFQC z62Z)c*`iZ6cW8*GAzwMvCUq;~HNd*#{z`5R(Ru?Wgq!{s{8jPM2@@Hee=J)@j>L3p1Ai$Q{E4q* z;W@T!{%DAsG0CA4^L|tVawF52f`?9r~sf>Jk4ye_J4$F#pKvVK;q{EFW zmz@xs^f13VWGmiV0ErRASMU?EVK^~)E+AP34Z5C1mb$G4>}ENfRY%Ty{ZJs?XJF=J zA~V?+|EAOyC4cRmjeJdf1nTuoeYYb`+s=!l|FfU;5P6!h0S^4QHo@f`C4Amb6*g7P zN>3K5n0LX}rEaj=nkt?4tmB}F*scx8My+{Adz4)kS!Yay3}7y@c7hy?$0Jzoka=*p z=Z^&|;fml&imFkFXFwWd!^=R>hHl#%vTZ7~A?FDMd=qo>z~pw{m0Ua{6XJ1XrQI+@ z%ppnc0ojtu#lR~1wwDbveZo@dPf2uW!lc^Oh-EF}Y(A^0z$73)3#hz>cNm|kp>01- z@;SM|=m`lS_LPrv;Crspcg#d{_er+|4ON|{_cDUvwz`5wOsnuv`R){wpY!<2 zR|+NDfz#3HGM8O3`${1@w~M87m6J!XK!l(^dR#<2lUL5`#%2`AE2qY7kl7DkgcPc# zzKgZk5?%v8JxX8w6gtdmi*+_2!JDI@N`%3vg>^&;yFMoyoKIG#<-{J|Slm$mlH1~* z+D~X~Ad1Y0s#$j`L)>M&{*0o)6`>$9y?CpC2lqeMQ#D4Ag&r!Y)`3aYsoiaf#_vo| zN_u)XmCETF`b;X>6*t@R*9TVJwCv`3M5VLW$gkZ`!5kkoubrY?LGGc!)pv12<@ARH z<7(+C9#ua8CC9N^t4-x!S~dZ_g(gD*t5oKm8!c3__HQ?=EGdHHyC8#dXwF(ipAe-&$hXKchd*Ueih;;Jwv9f*M|Jki3@x%8B%0k0JC~iF>6*-=e1Cw z`#(@DhnhOG*k% z%@&lrsLq_SPN$P+8K965H7mmxVfGRHZ(iC)4)){+JEEMg*23(T9oqt4Mnh=@J16Ds z9;_FlqCkQqV~DPFf^@(w8#>`x6T&z{<+UF2`ar7@Rtn6-sc}@ZhV^MJpT#OZ^}*Ca z-(b`A?yJq@SSI=N`-G&i}G~kt2f83x;uXU8g;;-n%uHv*7k>l z$U3$^y6W@g;^YM_s<3e5zD5Q)(`7ECJ{d$R)UN545R*-&hXi2=`Zxj17OKQAV zBStd%PTQhU4WU-3kKuTs|LAES#8kOGA&x-}YmnV1>GtaWK?3)FbGXmm3ptVt)$rk` zYZuWxEly?iPQb3?i!5s z5S$zYl^XPDXev~Eud-HR&ZUYAHJZ?~L;?gANdrPXZX*gvcYLP;4-8FJM!p;v6GKRC}!BS9*hSbCQ!I7RFXk^)$biA{?XARloI6=U>T6O zzObH;cwEoqxWEGSFQ=(+XQLqK=nQ4yzCG^tWXBkClzm2{4BQXMfM%X!1keE`S>iPbZV$(#{Qg z(74OireSnHW011n5JB5#;{By~gVux{3n}6%vy< zA%O#t&W$v&9Af_ybU1o%K_LpyK&h7ju$Dj{{2^=kLY;YvZYS}K?APVL4$nu_3cM0z z>?@L!`8}@#2OK@E>W9gh*Xeu>9h*(6f63>GK`g47IrHuU6Z?L0(|P-CSZFTC3ufDz zQQZ?Hx>sDJ{h3`jL6%H58Qe+9-b@S{z|2sv7O)<_=;okFw3v60&y?Ww4Kg@cn_#rV zlP)9RA4?rFtfXf(o#nPIudC$`4VSRP&q$TL9r1Vby}3`h-XQ{rmsq8pM7@^+TdO4W zuhCWBX51_=pHdDI^lX{hTY1kU73kmysS-Q4*188rdj>eKr>+pAxS-a3&O5l(j}?Jt zt*U|YhueE;M{&-=YPs{CHB5U0)q(H?Bs%r$;}%a+t)+FJ+;(*6Uv{*HBWGH!^;T)$ew!PqWo?kAySvQZp#Avbh?kNB;Ybl-dMoiSufvd?1(Jw=Q+{f zzy!no{kDrKNIE4)DIG6u987MUkRj;h4up40_t(|u07Fma_ure0LZV+`RqQ+z(%m@v zODDx3GSirfu7p345h5SO!_huh%<#fnqPFbpNw!whC;DeimKWGB`5x0Qq)OE znqtEYJ4GUGuMeylvv`iHGWZP`KN3g#qK|b;1NCTBr#Dh)vJ*tFb1jZVjp3)89(Zm1 z^@uAN_aVmrZH>!NoKyCnInI=C9*_9&Rj2BYy(FJ|P|Q^~9n~+OWrwn-zh?xS zq7in3cWCXe9{7i*?SkIf$z$m+bb5`wGVo*3V{E=_pY1lw`u>ZWQ*lH8Y+ozP5F=2K z$Rik?$m6EZ7`~Oaj+_9%9c5^@l>Z&S;_;=;TuZ3->YWo;2PkIB_2y4p&X>4#wr838 zc?<#R^n0S0O`+Y2bu8(1kjMZ@{tBWNnPPr7eDL?oD)+g0GSSBH+H>uUz8bPfZGu^b z`|xJE*}jYYme^&(^q!zAv^6@~=Mg$ZsS>iJ>KK7RNAoQn=`}s7&1}6I)0?TP6Z0i5 zscqtEZB41ot!Wi$z=ma7zB&aRmP~cdWQrUGjUokjSdZNw3Y%o^=dpUrho1r;(Msp{ zVlI-3qdLqEVeRK;2-;*ZHhx~<$1ash(4Gqh0wHTFX1RR?Z z!62WGw=oYB+yh}PFTpI@*T*ecLeS)#4lRLxmHq7?pHckre}<_kTOxi2^vk3UhPUWOMBGYLTDs#3daM9_Wi)8K5$$)8|8K9R*dozk!;eQ%ur2nb5S8 zA<196eZRo=pAOD5X8}B}58Nn}yAmv{z1UapD7ZuiGbdsx?KkjX2TpQ1NF6e{KHw8LCkX#ZMG~zi!v~H;$tT$iz-t9q` z97N^YN>xkXweJ8#a<>kD2Z^W_()B(S@-z)7BXXSrtH-*2f!Y`9=AVhDxCT9`%SL2i zvn%80oq+h~KiHo|%8IBZ+ElW8!GpNQ_p9DPLvS0;+J&>E2XO|>L)IQtZ+}Vzd@qy! z9&UTv!^Q_WlJ5e$X^Bhh?GFD^cgOgLH#7n5skXi<^>JX63q z(1+NC-BRcWDoh;g=<|79QizWxpPd7~|=sfh=Hyty1VMkH|! z77o*4kZ^7)jouL}7k!n6L2Q`WHE3AWa)jAf>Z|ls%_=`Eit@*l!WK6VL8Nkx$Nv*7 z@T34@!md<`BxxH4&oe>{sJLX!ge-JeR2GlO8DTU}d_ec5XHS8&V2Y~_*#A_Cl*R;F zWeIx4Q@ezE`(leN1+l(EIxGkCo_*B2-Wtq~jt{&?lr}1Ej-ej$G;_9pTTxDKoM*-{ zXgU^>E+*f^X#qkGMIy4vJb!CqiStOrzsj9pAx}j5$MZa*;}AGWnRG+y<-j#5jaqo2 zP`Np;Bd;E#{M{+3O(%WEVvdXZl`7f+cFcS|iy!!7YDdnEwI!Q0HpC?8xYvR!xMdPB zIn4X*4=s`V-uo;~nZ)Oz#Gr|sZcxOcsXR9eh5z=k&u+Ob3qeQ?0VY~^)nJbfP{ z{dqw?*6+n`LGD+Pa#M+)T&8^b=)n`xSI)8SMSxJ(`^mYIKP13@6A6VCx ztak94gc1T>n5=x}3J71|w7xwnq36fv#mG!88`as&u6ySwL5ueOJ#9#5eWiiU3i*fo zDStm_;qYZI%aP(~%TEmKpRy%nsTCfwieRu=oHttGPlaO{HC0g7!D9Ni`Mp+G5=<$Q zf6_xNFx<2hhr>Y5OX8yQdZCoYFpGi0>33QCtO2Cod+8Y%3caqk4h{}jt!MI?hren6 z{h9aqc3fOsOcqVi4}LL7KS6L%aGu1?kG`GWoeqH#Tv>6Ajg5I_$*7e{4 zalvP#o{h98&U;(ia^9Z1qnE)q#ih+2I#W}n|0)#!Zn&%R$=k6e3R%Pd#~6)}D4F+V zr0h0J`wicxz*UMN&+KdvPY0x+@CJC~!|GnqLpJ3cB`dc2l8_YuzpAQ&Z?V}>;y4=p z26`pmtqqxdZ(PxMh~>B&k?h2CE=G}zC#FWEqEf;mh{{>b66%M|)&%M3*_u6e2-tf# zikQcqLWL8i)obF(hCIm<$anr{tf}E%O;TO=kIfF;@^+!V9(u>D9UClPVe8Kx;cXMdgz3+Ul!mg;O|5`hUM(;H?xve_-0z}f` zJHxltz6y%LA^Ea~Eoe>9$?YUm%;Xh{A{VKo))b|RlpniB5zqs0<5eAvU6Gv6oCWWS zS9v`lN%eS{IP^isV~o}>#^{ssLgXvD@5MjdW$+oz%%VE3biw8c62-ICXQMFmp^QB^ zd1r7?Q#4~uk8M-Eg}fE9EMv3N_S9^V^eDI#+S)RXbN%8Kv$zt{(xh!|trYu`l!Zo( zKJL<##)HnF%NXC%3k9v@y@NY_RaNvPZNT>O(-T%McJip$RMm%vU#sLnxg3&}`_E%w z)x)#=jF3M!hFN%OlXImdjZ#-{P77?s0-7jpN0tPU&doW|QkaTZ6P9uJ@UP2zo2jvB zrgbQS2}nTv6q#EP^^5EC3kX3KXI^0`JAtY!@5S=a4Q>V0YZ8Bv=oBw|rq3Mn#_bUt zK3N)M!jekK0mUM>+sE6f(%iw4HaR@b!epYd*9}h>pr0rZbrEwu4T3ROOD zJ*H?@-n~8nY{QG6TDS@-p+Uu&3_HTiZ|Zq;%9)GAG!I!P&iiIL{l}s{QoHOpxUGfN z{O8Y;2en_2fDs{&1QyF7u5VGvsG1DV@cv14`i}sZ`IXP)LgBF zHKdXF%Nl%vNT*&Hevd+x|I^p`X9xa>Z*Sb{V^9mg#I3ZX?DH?BcHI$-+sGM3%xp{h z0I5{#8E$xji3Xe{hL1D^n8AKK6&`>CKEId6V3Hk}7j;H}? z={Hmchfw3uZeVBOJxjGeYGs4B78I4D%+A4y)gVUXGfPLAtjTNIrpL}(4LsU`8lw80t}=LVSAPeVGZA2==cHSd<-RG zJ7Wc-8^UZcRo<9|^HCnpu9-N@eO?#ZX~UXQQl@P$wqPR#pjjHAmb>qTtnyV=%QgEh zSf4#2o{Xl%PPmFSkOw4+kqyqJ|9v=~)?hPF1#M|43*}zr&COz85>vr;cG3dsDVv9WE1Dg$H?KwgTLDUcOWlghxp*U z_1+r_tajZ>Dq$-!C1CUT4Z8)!VGchrWcyX-TX2h}#QfKb8t!Dz_+t(Z&Q&T7Xgnqz zh3{L4j;oo5#XA*YX|sF;D5FCIJWe`XB}!Cwdj$2T|1u8c)vM$;4Gn^E$3og@Lalv2 z!;o}Gf8q{NrhNm#iv$IDp%T1Jm~iWAKCF3tlvg`#Widu56Fi_8;CNJ5*Nxn%ESm`0 zdmj{_8H-0_wL<~Xz5_KOZj*<+f)#5@dw-yV36KyA@(=joS z8@7a*Oxj8RQT-}%zz$#jXm2pNHDIIFha>O0E2sRY!Id&c36t%GCrJCL_WipCZxk5e zKRShDqHn6EGRv~t=mNDwf=O`uACdSZ0@wOy7e>OpwhnGQ+vc4m6o`@nJy|Ny6BdN- zzfD!^LF$MQd3^>*Y&k;(>rVa))-}{M8u-P|2w_{&^GG@03M@1%9>%*#NuFu726vq_ zaz5R{wBQ+>HpmA`DKzjN6MC9KxR~FQU|yF)WG@-#a17n_bV&zUT6CX(2eS^8*KS-3 z$IIAx*FMMB{j5DWNoVjZfZGj%8Bb+0>kmhMxY~TJ0-}F~#piJ*1G}Mjo{#gcJ>Oa+ zojaIu4bw2y)E~I7n(oAhR;Bz@DIOo>V^7d-pP9kUN!&Xa>P4+gOU-4Er=$(;ruqCH z5-lb9TUkSWL=u-V>zd=ABwZK2;rj(T!8EJ9jQzF~gq;nwkN`b=Q!~AnF?>IGy(7(U zA+JfPo{X>|Z>%OB&;Ru%q~?^+w+yKg9Z;N(y#FuErWFbaO}$w~CCi<#{(tsZcn>l5 zMxL=DMrn{}MGTg<2i-gjB`!Vpc!6anK(jBe13GP#n9Wp?J<7{vJlQaScTyq4?>Fy_G*abK8M%o9VOq4M0|aV_OGv>v!;)Fstr&{r4<%?LA#phyS;hPc;qrhg2$vJT_HqgdvGi^PV^vgR|q-j)sL8 zuG}50g2__!{J3lZSx41`5P98>OECd9%uLFk$B3l_=%xe{4i~!tB?V<;XZAKaGKPS- z;Z^ub;eFihG4~SqJ3RnEY#i9mI{@D>_Y+q22p})jG~Il zi1Q~26u%c0EZt~@)h0iTH&LK^a6}Bn7MYwuPgz$GMq`!=9Sn0<9SaoANTA~5A!n`y9;GLZX+r)WOInHEu6`xh1!R=}=r}6g8&Wp_?i_!l19WW`KTBP;TdJX{O zUkPKkY!2%I98Cs);#M?b-5#&exDtB>lcA{vV&!#aw6=ft<}D@vHz04dtHmRBCIL~V zFMZ;XRGBTq&W@p}LGDQ*qVs+x1SCveOwC#5>U6qjvq`R z`J%-Ej!NWh^c&%WPNSFs6@=d-!K+SS8SK~ISA>_AxS!L~9<%8G>098(>rRFoGOwi{ zuXIa$mvo&CBnq zdVK^2-KlQm9j*g~7lYMaj?b+2Dol+0hnnfWSIpzcQ%l zSQf&t8>BI0HD;(154HHs|B0ChGKzkcq5kuR9wO$mD`pxihUa&Eyxk>=g2(bMTI>Lq z=5BR`NYH(rx1}Ai8XV2d3lk+IXmV)#?>}?SB){!RxGkj9Q~0}CPj1;DypZ}GLG4Go zH)iT#&B3JGS=!{MlToK7CacwtR~32D);(&xKqLrAqu&}Vq{VxGv8zP~HBeD0n-{zP z{QqGAo-^m6LL7hy2YH-2V1sgk1bUp|bm(f!ZxgTCo4Il5^E1d9R6?mfvu;T?YgT!n z#?4u{SwXa5gVG=|rmypGsKNtw$#-UbnfqvLnVKn7++ah1#nGX}RBlM1^Rh;lH<}Zm7hX{eYtot%nGKY=7-m+kixesvSWWwn9p8rOQbdlYgLToV zUOBU?TU<7&tQ_2$xzja@sP1A;#uOq>2CrbPwEn<4Ik5gsPlK}vXf)l8z_{d9>!U;= zlrt0ix){iPC@IYs@S!4057y#rpkRw;^FD0aI`^N4D4Reb4xfEid)~~xA+1l##_Oul z+S{I8Qz!Ztf?jBxR9OoTS+lm7<&IA`W8oA+D;^Z?*?LKo>1N2rE=`ePFsOzq2Jdii#uYdnG(%M%tX4nTkaq;r$OdIPG-lT56;k5A$uLy zWMyFB&{^R9>E*qP&){Hkf0fR8C( zW!M&MKOc1)il#v%tX z%dT{j4kFbWu7kDVi7Q2t#X0{sK!AJTDS;nz_~Gn<7yEj9^51inD$3&VL~^0i#qx8wNw?Sj-`T-IjWAq^jpyItN+Oiy;e2H_oBuUn0h; zbNzWq0b>8hZ`X^7?P9iwJRb>Q+OMd?`6*63H6%qEeRJ1$90+Hc(h#E?S3$*bbau(E2CtJl^_;O;?a}`b9 zQUA^8JrlGW9C(9{965ri3~&p&(+``GEyGV`C)?p;yx_2Zd}r~~8yNN(gNwv~xUTku zoFk-00?#_;q$7qJ&K}Jdf=R0~X+5kmnXJhwi0GOP5eaNSM?{Cl<*i z?&!58ob~w;J?~7?#vUcf^POxDZc@~75QQg}*iGNpWqz0EGa6f5&mVlHCUo84AsW0< z`vbO5Wh?JHkGSNVPhXDXCOg01D#IlYkjlXTM1+k)NIIpR8zy~2J#KZ^d1&$ibOkf{ zG>KD$@gGAqn@@`L$Da+FM1I8u%t>m;b&(J2;wF ze8b@$9(36;<6!fB#ho?v9l@n|EL)e2mhmHG`(fsd^3=ngC#`+ z)||c{0IC~60>J&;w&Muo4<&y_P|=GWac2r}^k)W@(tPTS5FmNK%!P1dGkAzBF>55S zG?jGWN(av(g0=SqW{a!$1f^F53?zf0-JKIcaCP2nV+6Xr;xx`Bfk`%hI2cCI$OJRce&fydShs$aeO*+KWnj|$KoOH1hm)T?G9rzeh+lUn7k*XOJDl5ZfiTqSh|EFkuubC5=ujx{=k zO%9v#bm4TSD6zeSen!E=6|S>w!8^$u*Bf5pSMEZ*bYieKk~uQRNPiSg@blf18rMt4H{QdeBi#G#s4Pe=4`bpUoiD~@N^fV@ zQx=I=i60K`DUT6Ja1Qa}mI6|f;2gW#{J@Wkz0TXgv(EglQe6!HH-?c;FpzlRNeMi{ z<41`Kysp0i_X(uQ-=kpVtB`l)gBZ3;(ac*-OKE*cwvk>ggI@1afC7`3{~=)&hrj3OiX@s1WJ|_18~~rigHrt-nM|QSc;mzIwGVF#1Dj zV$uF%Df@20D|sYR!MAQKin&{h*E`GAp!kRr*O}Y2zM*3wD9o~v@7#?73L}?!IQjfq z-(G}v-|#MYG5huu70cT^SWfR5stBxa@=VDH({fj*_-(G~g$s0YBBoucwA_GI^22x9 z;>nqOznVbZ6XLFrmh|1B@xW>et(B%ad3?T4BnfYB>O61i_v)Ab{t?0|L3E;6*WXjJ zZ6i?rQ~4hxakJME%E|rsc?I&t83Ez5hY9g$_wvWsim~6B3}encqnlNIf#0DGveE&Qr$iS^T z?|JUlzYBuEv~m7EM66+w?Wrn>ntb@oG_r%so#n8nJFm6@78t8qbtOT={#kr zclF0(dvo)!f&c^>GGVH!N75o0<9M~U^nzHVj=^Sz0B|`n#N#*& zkiye#F=s%y6)WCu$D}46n-aAz%;Gat0a+~3WH+<=xBuVMK%ADx0-|R+rmMRf65N^; zxp8T!pb3wUf?GfTGbpO4$6=Oa_Mp#i8*FNED1?`HMoEMoBEA``MsNtaCU(Nu(-L%eKY1*bDSPIJ zsWAnmujP|E?Oc^ebsRO2!iOv<$bNH+UPv=3|J7y^8EX}T!})_xTaYDVNKQK;)lN%P zqY&1uyB91re<37^gMFpv0k4PmS^iYPOah+mTems-Xt`;&@;ryd0}%t~Z-s>1J`PQx zgyY+$^9&Ca<5qUEp{e_fZu2FJvWc}P?llhKgT^5lifk6idNh@T3mT7!jhcFm+chh{ zwg6)skGk#@y@ie$nsvptN3l<@zmw;qT{Cvw5JfG4?YVFR4X8ImX)amsD{-+lLZQN5 zJg59UVyeL9_R>g@m6k{#y)dCj0U%1HTN($G-})~aqzjJN(4QH%Yp-?NH&668A%jf{ z3U1coD??+UH-v_6Nf7~Go>N$o-C7zEwtd6+8mSd=TOJ+FIo`RjL*w1_s<2LL3ysBnJlkt_EkeGAxxnLWk>B3>D?e z>6wxUW)nWB7~%CovtrXvYhru*S%=-bi_*Ax{*%0=!7|d<*t`5#0%Ga@`yQXQl1Drp zGO2&QHtux(4Yu{$Ar`j(c@#f7ELS3@DUDlq(Ywb6TlYvUjG+KU58xycb!3$^V!M}3 zX0p&`sCaIC90DYl&A>|PkhRaotKbt$t%{{2S>Y~v0z%PjtS02;AiQiOMOd=WCl)Fg z-~5h=To`V=xLa7)e4{HSyLrz%%KYcRAbl7xHCC@L8Z@GpupZ6iO;F$29eNP*DW1JH za(rq<2QJ=A;*R>o%bz_jz-t568Y^${4!h?Bt;rzPp^nXp{-c4`T4l zXSUfB+Mqrle^~wyU4;;^(SdL5-QXh0<|D)c{vY9I^xz6sIMrtzstZjR&Hfpzm|bk? zVRMzx~BVH&=qe7xGt!bmlS`SZ@`-1Dzy1Ch=neIv`LLgAo-Nm<_s5P z5Y^c40R@ULOIzrF4W&}%b#1oZD&Z+TOX35E8FX9T`#Kn?j57l`A{MbpeLBn;gAjL+ zIPE{?+!T_22BMG6>6t)OQ3r)6U&)CNF7&IAgbyED{)UeuDc}5#`Qbd!QbD$qjXYha z2R5K^FOHdyIxhCS$kZH_*6nX0NcP&~CXfL^0W$RAbl{EFT6k>QX~EhVJfv1av~rEVe5d3nI=yj(T_L$h zgiY9kW8a1?Iv;b~I@$KW!@=olcw>W=_rI+O9CM?r{uXet;}&mP*X`KVnU@nx8?9%n z6E*dpkw|^84?PW;KgzmRe1{A;#~wZd0ojshb>7(Fn-;)Rkt zLfi`j^$TVL_1f{Y-&^ONB=HI5=g(Ip^aF@bOG`Q4lJlsuZESQXI2*&u+sfPbz(mQI z1vyF!WKV?ALSE)^NR50wK;D<9zW(g@TRrjf72^MK-dKBig?ZBO_&EJgjE^6o=s>H( z?)@;t12RCF_u>+7$4c5$;;;40Y$lepcx;$dJ#17x@uss_Z4A z@kko@*-=>w5&8Z5{yd;z63CgWtbI_PQL!n3AwU=+8CR#o=)Kuz7Ht>VN6~O8=u?{jT$xAC#OYc!fg1 zypaaIYRR#&j0T26iy_7FTK zsAP(WjKZ9*UMZuJ)v~G5VaRo+V;mXO-(o|ifkW8!xwl1!My2_^CE`jm=fxkvI)#!< zwF4JD|NO4*^D+MlG4J^?|GaPIl~q7cPwFEt@oT@>*44uB^36~5{{{GEYkLht+yfi> zm3eUHh~VO+z|@{n_z3NSmw4xf5t}pfo^xPWh1BRT{`oo)lgaf=qG6i`tWyh!;nRWo z7O#5FKZc&m?v)e@_88igXg8eCnS|SVx~w`cgM^U)M}aGoM27}Pp^AN0x|EAPP)1D# zqALdI_vKH=LqecOTT7_(3~J5mP=kb%f2aB&1#G?`h0=12h5!>iuWpYH%M*HLJyKW_ z`S_ol84?B)9SIwO8>lJaQWUYTuwSiDUnBDC6K=H3QV2uEEc|0fqnc``OB`P`3T-J08d<3K9lp?@}ywzOZu*Hb(L=_lfn0OGo}1wUW9?rtjPcAdqMH z=^sxWwMJ2+YtW8-uo&kY<;73;4X3!SCw}BVtH+9hg{MRHM5?HvvD?H1H7`--_@QtV z6R5D@f&4DBkBLB05dIsu=y-aV3^L)ANe<;gv!!HWqAFWFs#qmVl#Q8Ij{6??^IWKE z6QN72caiNwX3_0}<;hRtfARY)Y{F}=)6=PWtQnXgj#NIEHMVRz2-rkA4_eY zMcrNfjd)b2_Xl+>R2o8;0Q&(QhQPQ4xMTyDo2nBltLV^>j3))Ey@77+DDg+2;S}KN z_}Ej(#1R9ep217Qk0X=)<9znZoIv7^!zw45Td>935gNq3`jbAZoGRcurwdD@Aar2mIa3YR| z+*ha_(Ss;2I>*66{^Zy$vX@J6)Ps3KCLfXL|2g5IXDEs~A|NQ$fJ zC$60Yi5ICSWiHTyvg_sA7wk{%7r#(CS`_11P&j2@b7hH84tIekO}++u zhQB#y5^!UcgMq8zlqTON{g^tFw{mKSp_yq$SfH4qlGmM9>Kym*?M-LWO5nYXCWCdA z_Q&Y)Q;KmS=rT}I|Bz(~TnTNe3xojS*tzU!0*LQ?4*l74_Ew#l7ZZ+1A-@Lr19}h( zfZNgZA6ibnM2N2fqcg9z-YY&O_CWI}D+I;lcu5b`oy|#(#6+O7R}#P6{rlvbbgCP_ zm4LP3%dvFZ;v>;vA?8+CPm#c(ezz|ru52ovqY=pb3`zd1jGs~ z@m7U`I6S^$!J8M-=%Snre}rmVtQINX?l8;g(a>R+YqaF81cS=L&C-gg;tHXEq0+}d zkAKpcKlvEPH`3hFEnA3f3=ewceiRJdbQVY^_#HVBt&O7-IX8=n4P-e6mVe`S_)*@p z{NvW^v^h%8wDWf>Ol9xm&UEiUf}mD%s7-?SwNr z8o$jUb;Q!uxz!BF~q_`qGO<)+L7YSda->*+KeQU6H#F=Ziw`;aZmET z7peGUT@8Ya>^?D{n5!t7De#+@K!T}cqDMKgU_iLz6GQ^pi6+0@BSr;dHoX?Uh9?!> z!2__Ic!)T;xMt_)CCJbWLF+BIR$e?MlXMIUsmGjEOUv|Lft$G73Jx_8XlocoR-}4K z20znVCG?w(PVN85I$fOf#V->zVgocj!voofs=fX1K z_-0$kk#)apVSi2jLr~wB%UYM0<{X!xkjF{wOE@(QPa&FQaU%%qq13Q9Fiz z?Uw2Nsf8dbCX0+Dkk5_ZT@LXjdO-m5Fy9pa)tm(VZ&)HyYE%B>`}olZF?L$G}c7hR7cI4ZN$FWm$U7l79vTv3Xy-OP7O;sGH zg2C`us}0<=JJ&8LU3_iQ*2KUTrT#VCn`Xe!V#4O|l@leHpiTBjm6ceLdV~KA zb!W0KxoB9h)qzi2r7K5yd5ZUvC8t(hXYw)OVKE`=_P1`P+o#U*Kfp3u{)p)Qm*;ij z9!8K5IJNsjym)&+Uz<*2%Z?B>VK`*L8aXNRF#t5iG~_>n3F-ao5b(Bk=Z{iXh=;M2 zpG#6@2g;bQ@0_n88&@^Za^SmMb|*!P>HuTJAkf^8VRznI{R^^bn-uYX$L^)S{8mw* z?E0EYDI;H=BNlp@sEd>|n+2_92R(hx;o=%~h zC1vOf7zsg3l^hjK!?aly64HEqDfT2omD3rL#Rm)B|b>N3y>g6hHpaWhObeWj~fcM%Nei@s8Uc%+DxF4%Q9us$3xAE4DvJ%^XAH+j zGAyP(9V!JN`RRm?ki2s~CCxmY^oL8n$P^OiUu0HL2J0nk_!ZU0*96klqv|ree65$&X&}NL5+wm8bet`$d-b18IZZPs-RbjUg4{ zj4Isz0?7}DAj$#Mgk<1}1{a}p*r6&S^IKMJ#cP5NY!lR`Ir5`3WxR>h`EMzSn^M;w zIxw=3;VPI(y?oVCOv5?+Jo%`~O^!anQRk-w>IdO7&h$B93g*j$Qu=R z`cmu;|B@444#n?RF+9>SHtI`>7)E>2SEt!TB1kx1rE68`QgkIteDXBMGRoIWP**+= z@Z&{{h0&kkQ>9W#ea8QOyMiHmQlSZHl;;DLiG5;~f956VjY<_rE*3&< zvcHMo$squjv2UE~X$+zf=e#miBwsW+Xx~-T5+LSRs>Z;K>fUpwsBf3EKlMNWNlzIP zuvGQQVuGtN137F3osuCKGE)I1U)8*a$*U(NUT1~SHs|C1M`~RDTOEjzykoRki{@IBv zXh|QIcGr*fpt*|J1u0unJYR_VK-RryN1&ny^|E%#3rIi3|gC#NeTCu$m~wM zu)zbmneXaX51EXq=RY2ExzTa1ZH=RMk6Tmo~(s#AuXmdAO`Nv(*1Uq zF-yri|F5)@nM{a3lTN;;{@5Af6pQN<8treh47$tSdgJZUuF+3dNy4c02|))B$L|O~ z%wow00n^V_y6P9g@*uyyFkB43qiK+%=fc6!o=XRiM;8qPdWncX8t)wV!YU=%nyHFH z@%ziLSWR_$T=B(}?P`>2$iCI1BOx*}QVEI%l=L+pyiYN%_1|S;{5=$wgB_dfQMmuj!I0Wd4>6 z=o=-%Ps3CCYfAS4Ii$$SA1Re(Oj9@zGUV*>ETBk~(Ecow7rC^21aM2^{KHd8IUJE# zppdAWS*5c?bA)jXgo0akb*sUsC+mCH7#)M5eRx+&?PRSnF zkU3NwsFrSeyvBe6XF!!SCIOm8-BIT<69ZmhKmrjio!;K=%(a!44kQqSPbPO?WkXTB zI2H8VUCMJR<1z2 zlA=bB-ak&|Cf59g@C3R7f0WF+QZXkb!O?ICg}`?xDd)-jbOYGP-t($s4FWZ&EH#Rp zk5hbF2U^jxNmZXVSf@z;R~INlg1`}kKdUlH6g*DhOjJ`xWBN zGPwA14S5R5u2q*laiC^=*vO%209bvYjuQaNQ$>{lGDJN=*)0Qw5J3UFny>+XaHVO~s&ux<0{I35hhtpl{7_Z%QP zg;BgbkBJy25=_I2ZAFcgbDM6(hCUh;h=rC8q-!=u%%r%+SNMY@MerNO8lbX=nC~J9 z$bH@4WV)!1nWwVW7^qqR_G3#L<-+{GhdFKR9623K!;7t6`IwSqw5`zEce#?2)OL<| zoZrz6lLQ&PW7X`(3^Pk;90&=!KgiBA&XlS66p{`?((Ux`&vpW zaMx~&Z|YeIMmLph#xePFYJvSB6G-+13INvVkS?4=JjbS22`+>%2{R)I!d-vm6k+0& z#-MSgfbBraq!6xKw)r5kk1B%5<~O$2F1po08mN${Ai6pW72*ZPubZc30`4>5a#Zk^sCT#Q*>1IY4d};#OD0UAsy~xBtV3F5?Km5W+{# zj%<-hsw1Z73!54#<_?*Q=qe)d5znEw_A$E0k0~EqnJHMxv=WRI&)<|6*UUP|L}r{0!?sW&HP4@EaB zUGef!Gnx7%t_Gl$AIDoU_G~G;xZKgpDtH*{i&jb)MUxrE{w@1%ynqi}IHuRMs$4j} zDKMHQ>=HYkIs5|s{c25VbOBgHUj+aEox4J$l0}HBv)klWb-jHbEgiWOe&WoQD>@Yk zREj6cf`TMqq0fxhNVsyh*O3S`j76NyD~@F|1+*#}M|TJ3q2W{YRbw)e`0aPUs#W zVmYHFxbi2LEh&L1&;(eI~Z5*br{S^ zK1eqLK}8)%?k@C>sX(=o6zsK%K-o&TC?>AG zy~2|F$NQQNzkHHzD+@JG%rHtD3{~-1qjj3WsjXRndK6-a_z2v~fVN;uKLk#HXav43 zI!P$qaGvwoEG@;Td3wr9xZ}zvHzpztM4?@5w}C%|QO!T29=OoXY(yAe;Sl6phqPW# z8)ar6`-|hj!J(k2WQ!+g0o(AZWwk~QuV=@05PpB~(34_(@3Mf8jg61+3#yzYv2wOXXH1uW&Tz5K{2!=n(d#ga4zK7zJYv zDPvy-zBRWO*SShfcAF1yL@v8RgM)_@_LEu7yl5~bk)xM!1Wwh9oT(K*FzyQ%K)ibs zi4pxU`-Z&AlZ^yFPtWvx@;XF>-i*FymkOWIny(c=>6Dz1A0BkijXGQ!4@E{MOLP~# z|Dx-g_sPDJkDhsbt71rEbCIBWu0Xx56M|<8Mz*?RuHr>ZQ%@?3W*N(#f=d`AUM~qj z^&3XEx<55Fnwc5>UMg185lw`*=5{}2!+m;W~9rPnNm+e;rrOV(Yjg053lxEXX z@{0b;zVE63o5A_Fdv+A(=ly_{6BQv3!~ic78Sf0lSY34E-Lh|YGAJVXZpyu99KeiV8>(T-0Ct@%q9-UYc*2kEi!3tt1JCTT_rMf zBw?sp;(7?}o_g<&dK(?nQSQbwv@U1AQbKsvKkL3U2Ap~E$qY!74hJPrEYVH-w`KXa z0_tV&3THayBAMuwC>Uoim>(lSl#6#mHYJ^$Y^eY}de3HL>0+^ZH2_93)E=Q=g8}(5 z{WwO^;_s%Iu`M4Zb8Ws>Ub#uex_j48oe~zO?EmtmQEu%2i|5_kAmmG#uj<^rUcpdn zJompr`pBOhZWl81E3p?cw|psl;7NhUv~;i6G5YVKEJ1~+1~YS)({bOohcF#~ck;o@ zfhS5pNr*tnLQ#3?TWg2I`BNwJLyX!1eg<;<> z1OX2(akU&QmO5V1b!d4Wl|`pf6|eZ(E~28+ETM-~1Q#psAVzF7gk?p(Xn8*0QKkVT zEP>a=0twmLc5N@Ws^;pDDPu|T>*OPiEklC}snDS$WRokX;V8)EayhrynPelIe=Zqy zoAIyK+H5FiyxHbttlGKU@-=+4&-k9XS41q|ZoXr<3cu!vl1Bp}z~_4d-wCcuP@q(x zAuS<-X83+@B{1NL5W^M1!>~cWUo1kaK#LO36r<3I?Wv2RD;Ao41&LVpoTl#qgEj2N z*De@cYYf3OSeHc$V|Aw00@`wZ15C1bMuu~To^Cw9{qfaNs6)_ILL^CmuNayM8d!Fd zBI1Ko>O!wqN{}lOp@suOgU5-9P{KiBL7<5K-MaytJQO*@0d-^wMj2TWWZ|{c zIS9Axx!djOw5rjErkm9!^`%=CRiC6hi5}e*+374`NUHyyC=ei)!rSry!Qgnp^tu=( zhsl|j!+r)JGjb4gx_?Lc;%7G}L<-(hP&h3=b3}W5hkpNp_Ho;Md`HFT7szwq-rT4KiDohTWYzi{vtsy}J4a3I<><@5V(wQwL=zE9TM7eO?TVFP)cDxvXRB7xgV%rK>;6~F2#RTF8|6V z5?BYX%E-2>PIZAbP=(08=udhPwNmpeBc&a?b%PDJ7ZKfBqL8u{xckCKTwICqy)GqMG6LR8mrTqa6SxTaUhuNN?IaY30v-Bf({gR zAH^PPcLo}gH&jT`+5DiD{i8*8yGrxg;r?ntof4Cvr>9~3 z2B8PMRuH+C5<5;1Ie{{qy&!on+Wfqi8&Wn+C#<|6xCA@r&&fDgSFuzH2`8kiN+E_E z?_y^naU4W+B@@NBNkc=u$=g!p55K+bwB0>LB z26U7u1RAKXSvIY-AaEaW^<}9$w;EUOuY4a8lmI- zRi72hz)Af;<*&Ve@D;Joz+ece(O^JMG@CKl&>yGFU8$1U{I+UOJfru_n-F?~SBX0*T+)4QaqTTfqAsDLp-X5lDakepm2iIuwg<;oHgD3r`t) z7h^aRH|K@bQ9_25;kQQ+D!i5acZFsn^9!^}K&u*3VWe832_Lo);ld0gi`Frv6sa2~z`sqk#>7 zSxTdc#e~iPt_jbzIdHGxjcvK7P)fBch~c2-HH7KVMl#ElgCACjNMmnG7L|Ev#B;C8Om;J89VUY4;FT z+`*v)U@Mhjw(1ADB4CstFtB1o0dnF;+2Ksyd17ZNXDp5T2WVppu>4h^j`~rB_ZNRU z9Q%8tm^nJe>CKB?^e13jb+H1928v^-U41h#elM`7S+Rc{eAj<;bl~xDR z5Ex`W5Yi5MEE(kzQpxu1Ra(k3@uGs#*0yunj7ASJIJLJ144(liXWS@|VRu$b4d6wI zt|M5b4v{?%$BA!FFkv5ELpvg@D&pco$ZM@^-PqXZ7{$Cf;uXTRCS>%;CulOBi{~>f zGUw7LpwAP$`Uqi@piS2#QM@E!_~%%a0@L7tYtN4eP0D$4$>5i>uQG+rS3EcHXmLY% zXO43_^4oy*%-zA?8?88Wpd={=al!3FU6N-A0rTS938u=g!TO>?y*z;ROv2`dNF_5t zfgGj|$$ZF_Ox$lFBnG*Z-9i@F%ddvvV$)AWkZTcH0QBL$SHS zQ2^ji({&;f=~Rw0y4R!oh7XpRD({pQ&{tF}ajUwAj+Xg3zIF3BG@Zrw2uZRdSrumb z`TBYGep22MS?P%uW@%x*`BA$1y33uh!%8$9K zp3NS0jR4zLqV)H#b*iX)=M41gReH9EzRJaj%@nq6qu{B@*d%;~EIxt~eVLhIgx^m+XY#Rw&6A%HDNwSBbMn?1H{*uq(ff=^GQ&>O*F zR4LQ*yO-q-50;*{jVrNnEClEjT4nRM#|u6CCcig#694BNl<{(SJXoJsew2GBRCg-}KP*)ZeDt*xZyo!oaXICkzN1F{h`vEsiKSI`pJFq}q14eTKV zE9PyCrOom+XPI+mnKx(Qq_XibR5Pq(6ew>tUdkeis30}&E+go#KT)7Vb6>7j8Ciy5 z+wHQtV%m$ToB(EGwcjAPq+@_gk>zBJD1q>r8xm#1it4V^;HmQznCZQXFbWLV`X7$> zQ*r8L*ooOoxLr)h&HjbCClM`8B}-%|Wo8XJf+;)V9!>$`%y+0}P3?XCd|`htN-(qb zEX_@VQtGLKbVPea#bFS-BuE1U(I1&2{V@l_gE&tne6eS47ElPYYYkX`92i==vvZUu zkTW#K{ImFtB6;gbksN_J>)*Dd^os^o^8qJ!5t2uD*fIKn=eOuOAGE(D7$cXKAeTxP zWR*dN2W=G_gE1Svw^1wsgN-l6Yw-{1yboO3Sk~^NXC-(gKR-dx{3|px6lEL}1B33{ zw{z#5)6-MtVNFfVg4_Rd0t`0kZborDXy;?3 z^UCtN58WG9iB+WFlnLgKUnP&+-3*q7n{{&O(v~k9ZXsD4>cc~d*tXYJ%ZyO;^8-QV z2sgzM_kZ1Ay<*_oy#ZCk5^?0|imF&SDD5wMpY{06oG#j1TITvf>HDE0a{-B~aH%JI zQ8J`kNzXilaEnBLwVRMD9>|oG;guS|Bb53|GoKR<7hPQCFU2^9H^hJfz5QJ`5k_6DW_E{ zEyrj%)@k2{Wy{2*%gpg~tl*qfxx4d)(NCKTE0xMYI~{|3;P`LMkBn&Ri8dvYoAQ&` z@)d~Ia+Cl;wCg!3#`lu=97GA3JI&Bn)bQD3j_Fsux^2)d{oo4e5EJu8i-=mTa<&MB z+?APpYHXQ{VoAP0srlVo5(m`v*c+hwB`q&FF7qevdo9H9^fYRjs;s1> zWJiIfx;h#b*8C2esHmvLZxWH}h2n*Lnx%`r!5*xRt|C3qvb}e~Sh^P1Kl;_k*4S*r zpT}+hnK&iempH8^Q_(qHr{_=;Z2Qy2mOVoi}L6$$c?DNl@ zLjA?$x(M~lWYv?z(lt4=*D@!TKv)PliC$ms;dt|LhU z6rLj~=8yL1wqn|>IS#`WCKf3s#30Q>iZ!0KDzOoPb_{{#X^C5}_{sNp8ojsIVm+I9 zU8-yZ{B5BLF#%X#kraE)&74B-*Wx0~?D3J2+m{_zLRLvmE-oC1INvPaw7)(-WEBn$0gy9>cH1$K2CQ$}w)b%uA5U+rWaDDGl7a|n zIC|5Szz}bULN(iA@h2fz{unKH?;W;j**L&(i&7C-?4KLv_IMI`J3A&)-)r!o2A@b& zMbLUYHQPn^qt(Hl>%@xmzK$!CfBBS_lR4MGmsG83t-1-%{n58L6 zRUTGEZm6{AhntU)Cqx*-8qR_@4W?%|uj~w5Qqvo7UcJks@|^~@DBXXQNYx8sLydap zYue*F5$TFNtFQH)l8k`I4Nh3w(r>@AXAnGs5&6|F6v+FlF{k!cr$dNn!eN1U0iq0k z-mYR^$zFT`a1qGXE{>^JL%LnWE+#bQKiO!);F|zZ8a}sHt2(2BIW$-$KPjX@(Gg7k z8J4j2BCL%2CHtwNr!M?{4Y{P}K|EKXOv}U+2U-f60BRqS#3NA9@$g3GE7jnUkq;I$ z4WReAZ^*^NuUBpA+5F!(_Y2!@352A-q&nuU}@WnzFnK z3LISHpQYg=#^-Qp`2wll#JFY02BM;H} zN)v4LX0*P=(1|*r2A;_M@Uo8v>7nuy_NmDlM$j!H%$Z-o1$YxK#j}~26BWa*6_7gKdR#V zNkX=Q72y%ls!g_+HU>7hn^Z_!oN~hW+XWlo;u`BFPKtczH+dUiH@4JVcdh98vWOc3 zBi{goxeligS}_XSS4LEcFEhFu)oq5Yq=tls7=9TJ8S_ghK9B=H%k1Qd zFNec%U+)KwakdzI?}_t*5OFOAw@7+l_#Gu3b>E4XZ5MhNUnl!)g@UQ_G6^7N&M0)k z6pmUrQ}juL$eKOQ(y8Dr;-Jr*PH3bTq8`2@pdzmVO-^Xs647@!>Ek)jxuiP^rX=Qx z%xqSEY_7bZz}lc1+XC2+Raj+LxK(4SSeMV?2t4L-*8_jh1~|i@q_u{n*I5nPN%RVHXMR z5`sM@cP~@8H`I0}&HnAZUMgkpqO=#j&GuZTtLzmL_Fp#b6wmyvWhQzB=Bh zvrZ`Qu%m{Zu+0remzZJ0NXg1~!n(mh;phO3=+mpe)SxhBMHXW>@wVzo44DdrPX5@~ z@hORQ8p>fgtwQCQ^m8B4n=gPOXz%E6%W(IkN^ z^1}}2>e4?$kvc~ua;Elg0tqZK6^;fvfKgf@bY$w-doxh(9-_vxy1WEXyRTwFiS4fg zLGW7Wb%Lhqg2=_Dw{pn5G#=aY1i*krviGUiZZc0w(G-zuJ$Uv?cbV~rWwDalUNAmf zf_0!dpHl{@v{G^7Q`u{Q7-1ziTmRnB(6ro67#6z=l+8pj5y}FOQ}NvGC}#COp6@3e ztk4jWsDczlbMQtTt4^uX%kGQDHVDi1w{@&w)UXkf!+pUJpmSWRyxjF+R?=?U+>xJl z2S-Os!@Yjz)h}36`%T)9wf^`uY-}pz&hT?iGni_2R8=Bc8NAJ(aMX?e(F0@a*l>FX zZS0%hN?}aJgr{wEgBZq15hoi1btHU=59aRM_oY4=3{EW315sP-4%Vg1-gRH76s8cR`@F4z?P@?HLN%oLMOU z)^lU1c=>q5MCuc4G1;V{&$hP)y@Z2A)fRrqqG!O=i2ruxNg%#~5eQueJU{x|%_D10KNOi7uf?owk`5w35X*j3C1{q4e` z@8-{}xKR*IVLN&gU4W18|D)?4<0|jp?*TM(vTfV0$+m6Vc1^BnSCehq=1iU@+pe9h zv+v*kdtT?!dD_E1`+Z@pb*%;Nyx+KnuZqdn^F&(8&@^7p(SVw~Nm!kJ+syM<-7q@X zf|LkY{f8 zJ6TdrI3QD2(>Iv!e1+EB@F^*lU<_3CQ5%4mH@L)A4GI@@xl0iaQP^j{I2R+PDbf;PZE1B|@7`JfQ?r zE9u=Z`^ZArnKt4=V+F)caM%@#Nr$%#8_8reMW%ZOII?a_RQnM)cA?>)iSo`;G1O9$ z-5jPCC|x6;;+qqf*cIbaRewgbS_#}gf~J^!Ga{uFq_C{Q(SOSdKZQ{iXup_pdI07P zfHAdb`8JrbiE+n95nv@dwXW=930B1 zT=)rPn-aV3SX^M-NgiH zkrP}jc263KiHZ{`%b%1UUMxTXCEYz$*3}n+z7cWN4jg+?SIT@&qL#D8SvJYuZg3G> zJ*Di_vnzz^XH*vaz#O$NMSuXiww02(%dJ+=79P-BVCkhBTe|TZbq++d# zRhLm1yCx>a=N%nP*d2hhKRV|A_|`+`l<^H@(LcH7p^3zfT0zujuSdOU#TX%1 zT1_ZrHrapw{{8-Xo7-|> zzZWu`VBDbYkuzs4ArCJeNB}R_*tF63E9aMa%4Q&u(il(XsWIND@Ew?ze%R_h-fG{6 zfrFJ#^e=cE4=ScZiNc4Z;Wa2tT^TIAm8wTV0;38$+qh?54H`6IxRW&Sj?Pi@`?J_N zA#mj+rxOpd;2X&fUY!3`O+>KrX6RfL)gB3#62n{eif!vuYVVrmI~`90e-8P!1Jh3K zVU%stM1J_BU*ye7hD5-o(z`(WssrIlOVlgU=mMvI6PR^(CO>n?5xIDa>gS}>7?~iwPF`Y0~ z$mE(9X0=-hon+#~Miq_b?DT8|sk{QH!gEY)BR+{yA(U_@-||dpxY#{!p7zjr%Ll1k zKJ`Iz$5A!6oF{FlH`TFeQ=HFj`q!G>%{$TGv=U0a@o zvxClZc`^^99wLeaCMmi+Ge}OWwxv5BUm7~6=%&Dbj~>d8o9r@O%apY6q<}xL@~ zd%JV+pmm{X*d~@X*23CKwdb8wtTa@URyVrWu`E%|4e&Q-xCEDL*S4?5X>}^=AJU3` z@lOQVBICHo7%K*$G+T$7(}`O<9&UmmHrvEfRivU^(LALwP>i!gzeN06e_+#})p(%g1I*gQBsAi=h2NiU~m3ZSz*T`3VZ`~6p4`FIQ2*AMf*Ht$%PKf+Y4tDy$ z%l7Clt2sA`6HYQ)Ci1RF7U*GWy|u_QjjLv^xHBtxEa|4JM|#&dhzp^dSk!V*+6SrEjRvdAq{&aW(H^s6v9IJo=ljDx%Up{YRoGyN z)535Kt&v=D?~m&PjWWRpa)i}goPyxHOQ;AdQz zX3%SYNr5|XqZ2GRwgS9@Rr~s8D=9Ob14R{G6`r2?0bhQl&8iB;8be=G+Ch>?4qnB! zF&;q*gAZ=DNfgZHo8&Wpz8KxYPsa-h)hB++$PiHy#d@Q=O21Dm{G-qK0h<-Qwmsd@~1%|x|T8`I%6QJ>C5a)kE%&3z^6iy3O%WIk_$1nx=>wthka z-u8l~Jbm_CHd;(h0U`-)!H{vS$$PZMPX`s`U3HMWGTY}6$-udo0E6Yh)fdv^W#gu z*D(;2>d1j%XWCMiQ||!wa#RQe7C2bHZz?nQWM^fqwEMw6=C*RK_hu$xpg=h#Qzmi( z$=ZW(PN3C(Bo6dD^DJ>)nSAc%)7e%!tW&J)nuLu{NsND&`K!~GD%s5Vdxrm=*3*7F zXv@&tRAHHQ4CzX);_2(J#GY1ltXEMvJBHoe3GE(Yi1bPf8p#)wN;eF4p7a0fqBH%7 zQN@*p|3?swopO427!||YV6aOUa~v1Di!})}Vr4d9bGCT$%KqA3Cko*oLAq4+z69-s zz^_~9uKwcjrID%o%z%^^BZt$iDDND}lpq*2 zvOoLLA1ZUCmo2 zawQn!K*(MiL$@{eK>tT`55zoqadlQ4<*h%}ot8buDuY;M_)h)@P8+}D$u4@m*Ovq& zVpfpe8r#-%B^cy5(k$ckM*2 zu$ucb!xiNd5h+i1--PRd|_v^2=w+5%%{i8EaefV;6VM46H)+E+;{pm?NGDI)KM-8@!8 zHP28K_{PT+e{nE6g0^{re)=}+AR?0AvXD>fN6%4Mx{roVyRd^3Y&Pk(9^rE4_oR96o3!-wls-3{wQy|m+#uSY zBqfSw7^@Egf9yA+DqPUhm-6e1#|o1WtZYBkj!0h8!abwbA8$PP@ywm90IOo@*JLs= zII1dVGk}CBUBhaVdT-3c{ZB<0IczBj+)NiydRzFx|C^U1DMKr7dFN8#HKPu`oX^F_Pf({^p^sUeya-1%oq(y5oaNbiMfhA3lnieE;ZIwBDts(X70i+{&avQvuyi zPzb<6=%#2$VXc=G!J+S%7wi|q1>^R(K=;<}_XlvW0MEXSJP!u4Q*JM&XQaq!x#NHM zL;8-`fBngj&y~dc#lkq8#2jxRBO|P@xi_ke#ZXD-g@5k#mC`1-kvRrzG)F`!m)ai6 z#a{KINTB7PJAcY z=Y_(Z!g5Ftf)z{9M{ zR-k@#T9LhLb2DQEKl!OnA6EIAE!f!_?8_rztS8ph61DcVaJzq{< zaotFjTL44Rih6~VGDuMEIF62GvB}{MqtiXwhwAV^o=bE~NV=hxFy$nxD@i zfrcMvS*V`uYGCS)%^Q3yi^GFo_jz;0Hyh0QzwbRe=u}@^d1_+MDTU1rf_jU5%yyYV zlyKIB>CF{JOrj-FXTDg3=gvm77JO=kD;vNGvd3du$qYBdR2b;Y*LcRVo{JiC%-n}o( zSg~`s!CrKaf2;4XfeoC!%N0{z2_A&?r<@%{M81L{ zMW@w4fB|93;U>OF*4#ng`RB#ATQppr299C>(Va)<|H?WqkxKTu@E*n-&gjtoQYg*31mAs)~-2v!S>H{ zgek55-?mf$?=G(L1>3JlEN$sdHUFrzzf93jE=MjWI-dGWXMo`b@89$m3l?1wDbiZ>=n6<#zbBq9H) z!TDwZCOkY$rC#JYhq1r|xQ($*W#B)@8m2E~_!u;vZOP?i^VySkN!7jmD`pBhA0AJn z-VC=nlvF*3`xQWpTnN&(^6w@ura_k8=;c(p%S1!n`9EB5?(j=hbj@q0M@}ZT_0Jev z#e(&r`NrwRy!*hDp*>|}(in6MAW+U?qOl9NdwRUxnYnnNjR=bOB6%8o`=jUY7c_Hh zcl5{G)7?2JaP}A87I@9+8c7Ni*^*qJTrhyykIF!p;GG}atB97(Tbr$(Nl2nr_w!Li zm@A`v%$s`UZmP?hQkI;DCaNaw?V4Ewm6;er21!jQs)|S5W=0}4CxV)K&U3+M@87HW z=-5OUC?r&O;PLiSrgl?OPxT;d$uGC>2djo5v-lZ%WElW^iDhdfmZH^xQ%a@y$&jWg`=7V2RbR zQQPM&Byx4+Uw-xM=`cz-n?0#H&Y95B@{pZ-ebv>T@6cQ0ktfYSsZg0nro?F@NSCWl zRMDTC^YeZz118Y}S?SV)i_1GTwWEK_QG%X&6;5+L7+G>7M{UdQ3QXgB&j&e_5P|d+ zrIhBlQn~Q8kE$@p9SI4ZiVCaQ;xysEoVNo*fA#vqe_TTfN+mjYJ2Z|;)iY(%g3}aW z?pzNr;|j=>GQQi8K%a6^-Xn=!m04X)kPE(h7`!NuX#B>?%qFOr3NR;LwDSc{Ic;xZ z`e0wr{Pe~JS)YQE1p7W7^(9nGjGQgR^LJBa5blf8P>}nkM#_X-<~(Ewz5m%e*|gm~ z#xnM8>V?pTiWVQ_A?|h9ns8>NtYCRaXli2lFJF9L*_NrHfaALL)PW{gedr#yU5OdB z9ospTOh=ST<~RFB90Z=4J*k_~{qsfoD0w+!yDdL|c-*HsGe*%09im$_eUkLhOmE_B zwarFolAT_s9=`0LW7ii!wj_INrXw#oo+wqKBE5QgP165=3)M?;Ul0xTo$1CVIvf7J zYNe7f#f@|_A$gnHe4~fDC}h!#h8HZc4Y`o2Z)Z-V^4RO%!$zwda+LSO)r5F2@ld&e z$zr^61p|YqbMt&@2Yx@b??wL(R$|o^B|XgS@7gK`VP6ajSeIa=zEF`u;afg1*lZS3 z3U<`183wS<$bRR1s)|LUmC4ER{xf>QQp*!S3cT;WIlVQJmE*3rh91HVQrym2`nG7T zfICC{6V43H=rx#9IlxG0d3PUUN}Fm?(5oXuwU1cvZDn)i_BQ(Yl_B2N_A)VzGUgcx z*2XOs%1%RLh46iW>zAl7kfsO3$5Dv%c43Hy&?P;Y-L!mU5IEculSr>4P%LV$5YITg&*CfZVz&GB@wU}0ee+>GL^Tzb{WaS6O7?R-Bk7?-}azBU=uh6^VN zEmR($gCVd=<-VTk`R0Z7hscR7NGdNob!z9iIlFItV`B=)Bv84nAyIx5(#GwMmW=Mt z49mcyW?lUq6?5eNLa{x0KU(1uIqbWYBK4j7Q8T48o9EJNn-E3~H+9xjymQ+Qj*tSj zK+JxF)ZcSgRRSE0)TL8`q*n0YgLZ&pS`P-;|?ofde!@9+FPSMjPEsd`>plBBJXFlGlHUy z19D%ro90z21(v$KN0;EbEI*K8gkI6{w0OFU*{khdor4!=*6F3GiL^NfiX`-{jK?+n zIT*I$y7K3z-QGMz4Df8WX?9+<3e(_50pAGx5_bFWvVQMvRm5~rJB+k}-3OYxIDthf zP_!zTJ|Q6?;PteelZS_b{AVtA2A7|2-%QEGVo&-5{*Me%mz!e~-WLsXP|S~|H+(%a zpG2!{T{2z@;mAD3tT6tb3-2G^pGu!+3S!lp@PM8*qiXd9fNERfzas}q${vXDQ+_wb zadGJa@23G^OLL{HLz@kgmn!p)wha1*KBEF>CY}|}Uz+%+g-KE?+{Y|EWES0F zz$ITztMAWUjQ=PHTT6`|mi?$w06y>`pZ?L?_1pjJy?3)?b0&^FL@P#4!gIiZ0)8z4 zjKfgs5u{zlp&Mo;2@n3&ZU?gLpm%J2c|<2{f=bCWpVl=-T8O>BV|Gp7H46JvPY<34mlG370TOm00piTCDRD^{^ zzd!2Z|5{FN_ogABKRBJ-zY2^P0T-V+dq=d-T5WLpCTc{ra*@vAbTUy9g_jq{F6OStJ4rV^Se&& zWHbYf0F*IdVGzhQYcc+bGV!=8OIA**dgFELvR<3W7e!cUdg5YVgB}E2i3LhcAr1}P z4UEBf|2@rmJLC1fF|D}h7-|loG-6r+%db%-8|54%qyrY?$$!&PI_njtNyZLukM4tG ze{4|3P%g!;bo$kig*|TiBmcJ&AA=@`#0jg_=q4_){Th+RbGg%MaRT3*?zS&ubMI^8 zLdtW}>b@K)O;O@7S~Tr>83kP~1bE6c7{iIu3JTalR=d9u-R9E(lA$vdioWqT6(=7! zQ8zWqB-6|nr+4OOgw|}qT`t-aasYpS3@KbRH^FH8cBt>2RjQGZ#LVZfU&9FWT2>7` z9@yM-V(oMLctQI_)`3VI%U4uW!qAbVXlTMw9Ua18_uGCyH?SE*s3P{fLj}#LO|OVC ziAwtVXzTVWFVJ88@m39-rRr5&d{l52Xet-=-p7M(A2l(S8A4iO*aDvRxFw=SGW6A> zFVS3vUNxKNR|8zwlr%ZK62eCZ!L}mP zfIs?K5&7g0Grh3h1fKZ4*j|kn-b&?VrVl;}`kol1)`wctP;oHsj<^e8*xA{wv<3-0 z3UQ6Bhs{yoKnXx6tFfg+QrX)yOv_~vl}Mh)-|RR{MQHy=87nOt z+-7i(>P|4x{~qQO*{Y<&sN!!=UM@1-AZ-!%1t4jY=chsmjU0-$^=Q7RyE!DmQGn!Y z)*;xl4iV*X`tFupa{=6WnD7ferk^usZV##=H{qchQQ~^Ycfm^%@{2G0keXkE4jxKm z0ncx=t+xxC6&2kv3CYLPGDN0>2VX!RYJR3OQ_K?*Oxoz z0)E)-n&W=on9xEFHXeVrpbM{5IVvwza=Q=V9Q2Fmn?X)L&M+zQz0W`*plb^$pICL- z9G%*gOH+q6p^#uaQC&T=(_U1%UNNt7sjG!Hl>pB1{!#7Wg!Nm&i(!_AN9_CSoYueU zWm3A!jQDBBCu6w^e_G?D5B%V8ks{jLkEd<-=LSKO+1<;@AHu`qc8!H;ggt>LTxA+{ zAua1B_mkyBZ!EItcTZ`zw?*L^+~dZ?Qq<75QxTLyfiu(MRi&koo9o_cooq=uDI~)G z8ecQ`9f?jQt7*B8!3sFKk_A0@D=EfyG059D;{bp1CWQVQe4E}aGcJDr*e=zpQDDym z;T&Te71@M~vYk*H5U90UcHB-@(^ZBw^o>ocJavX|oknh~yx*rgLSqd6auIrO2D?uU zf3g36p^RbMw#f$$Xt%C$tql-N5elI=!p0$|*a3@Bd#=BdA43^SsMDN-Q6p;`;#pm+;f*7FOBF)>1ZeKh_LiZfrX2((M z)6F+tHct;Y*9#_Z5({UWXeOWqyI zt<$0t)T^EW9Z3S!cG*76+!5;(O2juh{2yR^{#DVJyR*^fDbK)2M@}vM6JhqS&-9#( zttMTnTBSRQg^e4+l#e;Z#7gBUQ}N%B z>sOUkB17TkP(-=U28vn%n+BG$s$ z@;v*gddKv#=;GP>88+-36{E5IR(zc2-2M`eT^sxdd)x-a5Yu3 z@D^*Gv0$;E)b8<-9s9E}NNM(e;4>eH(runuW8OTda1b`l9WrDp&(b4mTO4%yx&z@+ zl=Qc5IuE0q6Nwh!s1_KqQ*=XrK@az00mpEol(q$EVwV5g6S9FDx8#Qx0s`31?*e|F+&yZk6cSrip6@QEls{D=C>F7a*b zQ&Xv(Fc^-|BO{xTU;aGT^tOIPmDxAFR%q{b92xm;{E)*%Bn6?L(y`fjzKMDW&K+ou z1~g{ajJ&5thTNsyLDNxw(mP?eUSds+aev-owKgOvh-*^r ziLXD?M^dtHXJfk4-MG(lSzSh*JB|lxdP!o;PEDG~*9oTaZb;8IV*v1yJsyW{X+dWJ z8X6;ct?P4^tI_T-Afsv{J`M7;2{A8XU4=ODJfF*>bLr(>^Aq*}4*~7xvtM@D$IMoy zKr!ScVu!cRW!1Q7Y7V+0bTZeRoS`#L!c;qu4XN+8a2wO=pW7OI?hZ+{yDdde6l zC#A6mWfO%YxS`MVjoB~r4yYMh7xvq;Hs>HN` z9(Avo{owY^nTjGolUt>6KPk~_3rGt)VjIr2q`(I;YwT&T3PdbmU zyYAJh`W4F0RG1ki`o_rCPTc1#zx9}%@fokXiv&!QejPWibA3DMhxYbn0TX7bIq1w$ zqlWgm(V8QZ0|tWy*5^rp;>Bd2x;(DXxEC@zc-TWw5a@4I8OCvcx=qYpfQDYarfNWj z(`S5due`pal1vT`j_^wFusOpmLFUIC1pa0dI4^2I$Z*&2JtFY8^stCnaq4`N{}b>K zq-KWvjtbQ?W;`Nb1z$~@Y(uwO9f*Q%TOG<)FLsqJ(Bktf1fXm@`HsiJBq-xs%$UI} z^KB;+URL78Gbd3%9dyIB(r8O?M07~GB6j`r0LTO%Bb7w`h*MY6qSR*$AlUUeuXW3apv%OFm+^l5Q3>f=E!{vVaB)%f{dv z{$Hi(jYb$#$=j{@|Y)O^u%6_773Y6U?+nu1(FjOkNNwW)tti87{U#{~ zu2`WDl0Q-ZBPz|V4m!G$08k=3>izC=?i(>+!GV=tq2ecE{(kI24xY8JYcotkQQ=uZ zu`&1Cf4-v)ju0Ir_w7p`D-ya#zsQ0gK$8#F;@VJj$zQ~!0R68@Z%J#PAnsqyLDt&7 zceH^Qu3+z1{UrVC&c#8Z$PWa!y1I`@NNsjQDP63GmFa70*w+6k1CMxk{?V90J|Mvx zxXtagEfY`E@16g{CyxGhuylD&7YyXv_<=(6zMrJjwau|g6`*A>s#q8_#aul|F6SU4 zPdVdr>nqq=YSriON+9F1n$kOmuNm;P!AoXW!Yv!wog1JMt&)fgkbv{QtCY)<2rZ zy*A!6ep4co9$xbbh!30V%Z-dcPcqhv(uzidJPunUY^Y_d^zOI zIccE-GDWc<`u2pXb5!}DHi9tz>jb*+t_ByyJR~#_Obna zBczRyYs5SU|4V?7^ooY_-tY|Cw``vDD(~&lyS+Gg-^0TcAWwPA57=gqMc(BPL%@of z^HFVtOC9`;&?y_(Wd9VYzcjRJWl(%SN1CDh-Ri48v!6GYw#YV4ZQ*{{GU!jbZC+&D zhFo%Ku~>tXmFkPGt{bC*%U7LkCt|v~c%Z!00jG59iIIoX-`YW{7d)*6QU|TWS1z8b z5O8vlll|aV6&!t0e45mG+4+M%9Qd&C&PtC@;br5Mkl%;rkjm%B3&o@U=(NN3qjNRR zkfzo;9x3HU2&qxNHi26oyjitn>#8;sO_T4@@~fKpxO1c^SiQFBsKAs?sOF~14-|h8 z7TcwyrDb9C*wOPy`-;E6k~MQuVlXDc0Rv>O7efYMjDXaLn6pNr3{j1ufmDX zH20sn`^Gz-@2+=w-2%rLbC z{*~zU9ajAG!%4?iIq+FF)egxtigzC-&NMTe4IMpq5y=_mk)$suQ5u~6u1>1C?qvha zSaZpoX#sCFpZRGSErz@l8jSZdh86iK4W(^qrAuP3rT-suFUPlPnS)l(s3T6YKP`jq zamJZc@yGnlb2~>gb8%*m*fl~aU+OX*?|H)oGBioZ@85?PPX=DQKsH!HY;|~`Z+k(Q ze0a}GgZly9Y;oPjl=rN&IAG@=jo&W8+1L|{Q+Z!eCbRf3Zop_vIJD?zd;9IVN1J8s zK%uQf@$zl)3UE-|pTl_EVmu)KrGi&aWlEwl#pk8-r0NJcn zZ@AnQczOWcazzdqs8TZ)gQ`DqNr}-`uu2Zetg;;S*w?!PEekWV)$yw%TqZTYfEXKT zuoWfrN%z}6A1|TjPG;#J(6t`pgyG10&dULbHQMf#3wt3~B$l)H_j?n*s(D}X6T$V% zIg7?->grfayhA}&@;oK*;7>{~oZ$a~5|IB-jo+KC2YVJ{<^LuLQ2~i`33FE2GZWy@ z7uQb=%6nSvOjv9#o7Z4kW`gqb!RX|H>@U+A#79rmf67K%7%Tv5Co`qxl*8A?45KZ) zpWF4fB+oi~X}AV=(X%BDgVs!%t9dAzU*Snk9R+)S{#K^H%(CvApo>ggva?nhO^x9+ z`~&TA@GTlUW&-6&MN{)n)h(#rg^Ow%Dz6>T(HIP`8eOFr3y(!-& zbm|+jb2VvG918~UOm41F@2I~WM>Iq}|0E$;;e{VMhEv{cAt3tHpLl5A_6K5Km?%oF zs^N^Po`aIGk$c4K(y^I)Y(*Lb4@&HA9wNW#-<&+8C3! zXf(98p|W;(Tx%i1;;VNvG=zHULr2slLLfFJVi6=rwy9vWewaEv0B(VY3=XF>{G%_r zjRm2DMQSnY4GgNdFr>7p74Hu|iqVC(>U2xPZjOn0UB$NI^&PBiLrzO0AaYz! zSz(rwIpCQNYLq1VyMISf%!7S7>Sb`m(b1ej4r}dY>wTG()P-PtlAi3*05j&cJBlKM z7W(}KhmW!EA>EVWIzYB?bd1Nas1x{|n7pAp7=3U}T?F%-AuIFlotskCY{I-3F8Cm-TQik0!xKZ_2CB-&`p2A2wwqWZ=(GXV2{rFy*JftVwicdwu)n)eJs&YD-H? z(C_dW)$0aJFjZYCj`rWU?yPn@1_aU`|f7YI5W6srEXP!b@J<8C0e2Dgt} z-b2+FfTTLvChyKcadZ+be~36h)Q?Mf8zOlp?0P=`udrSlqw*@HAlWO4XBY5QZi<#j z>vzdwoHYqN^XxUOukw9aw|%@)Aa^5yhO&$(7Sna__Eko>M)(fTemp|A=q<u=|0tWMo%3M1dk~b5AV-DE^XE z(AtKPy(LhNX5`7+0SW&$bGwY2*&Lb7)gPQwGmt@I{Xeb$N3tiCLzdOfP%inR(U(Fx zUwNO*1-h-<-_f6UFcpVv5ldm;#}|X1GUwHb=!t;yJ{#}=xB;gAbllWamYlvX_EK2$ z>!S=?STXisXkdOBp*AaRys-9Ag7S^^CeJAY#LEPEF?hwL6l&A_6g)XVx%^ROW!2vp zD>v+fO4*{Scf<-Sit1y2O%NYLJm0o->hT{wk&?^gO^Npn2FA#p=;=UP-K=##CVcka zR}vYQ{vZ!B^A|P*y0ZW0Zwgs-26hG?Q&Z|ukh!eOcN*io{8WYVkUQ%jx>#~uUEPb# zhLj!vghLpk0y#PP$#OjjJUqN(awkXWmKuw`#KDYpFeunMzdHuKSl@7_Tfdf8aJX<1 zv-48$`d*bECz$0w#NiVW;&)4F>Z>o`Wl-7u91#Ot;;qDCx%cAi`{ej`f7Bv}aABPS zvHukbexmU!8F}1LdMVbri&6;-w9IDKJGh&W&!wiHM(k?^v+v# zVIf@k&_Gj`|9JBw8GS9P;lkt}tRskA3}YI~1Ay1@u7gd%PL_S6m347qJSiyoK_e(A zqb*JK>l_W4%fa0EQV(S7uHE;H9m;lGo^dybcf}!m23ey8DGuX2Y9pxCf8!LySAU%5 z?)wwv$~%$N`=3Qk6bi=YAx;MpuFFKA@i^UK_>f%LkLMy)xByjyX{5rS9()q7iTwi2 z5CEEG5@M}(Zp z%^)-hE3Jddx}GdRr@;ig+xrUUd#x77OV_z?&(PG&m{qDwkIFq3&(Vy;-;Tk^c~aZk z@vYYqoeL#l-RxnSbGHUQ2@Ql$0$3^ct83nkmgD7xHjr?&R=*vPm$$XVb#!^Dm@gc7 zvehe~ce#pkG3orrS`-L@eZ*L@5HLkfzOZXymJ$O3f6smsNom0d7@z!Z>l0F{*Ay7dQX@(waYlkWYQUGAOkz%I06?lDk${jDWn*>nLfwYGD+q58;$L~ zsKl%{7%CK&p?d$ovbRdNJ6d)&UC*hN-s6Sn;g#}%xBK6SNK+=8lC$OyjZ8#c^-s_; z$G&$YaLRwXFqgtn+B7~?V_a8m{fvx{-{pEEDbnu$@&EKKHx>%4Pf{=dAq(2XScIaZ z8OeM=z(j9wWySu?6vRKlgbnngSth&}%I;I0#kVPP(&~QUKZDbj5#Enh{{lDBa>+&d zx>7*$_uMyF_rZmka>38*N4KNEe!^yHX0Rnp2E=K^IXX`T624sGP@%P2<8Ch|`{g?5 z?}aKZr<&Sq({)GXZhQ|uj`PSyTX($pWo~|G z&JG@-fYYj%G&Woq5rz>MvTS{i+hYL3L?G(*n;G5g{Rr1>TBYqecbX#LF1WrXyC3)MT2LT*&(8>O9-Dv|Fhcx{u=3aY zp@PP)$kkZ~NlYqczYbWk+#cFV+nsbCZ*Z3z3L*H!2f;()b?k#Cs}DKGF*Q&q*CL%} zjjdjI_gXHVxz*2;c_W9*t={aHyW{qcr-N~vrcs^<9Cx|okRUTGV~0+7V`)eUlu$a3 zL7%gwr#B8deRDzv18 z^7Zjj-pA*e?{a<5#?~5*OwO%EhH3Dx)#_n@i94cQDa@YK_yfOd@%Kx+mS+LJ?Bl0x zEtll{{8>ewO$iSVPQTu~l@*=5z(-w&HVm3w;@Q82;%HEXoB8X?b7;FmqhAPAQS2{| zH*Y#`4>&7KOwZC%820z1XYHdBEwKdC1*XpiH_T?@-#~X-$`2GfK%frFvg(~DwOSmc zX9hv&lh<$5@`zRSwUOzd--qvdue4!Xxy0HZ|EQf7?3`a841J3_&?M#ZebDcIAi?=#CR=kd?t-m5^EBZxsxd#-x_gba4IfnEZBS{7V>j>Sk!J` zteVPxA}~Z~dajb^bdrPC$NY>Zy61=zwCYI?|a@uWM^l0 z;mI&)tqJ|Z}gXeGlt}0s3nJp!SH{ZXc z)OS;rU3W`z;^Lx;7kbEft4`p6qY5o}ySL=wpUBxLQ6RoVX&zRY^r}iAbe^ampgbUK zoLU)j>2&CH*_(^s@Xgc~1bW`wGH^2ML4o4FNqUkB{Xxo|B49hkN?g_-R>!g)Hk4Ma z-zBj562$_|r(M=zqdo{(N165Wx8+4dT4$6OCBrDXG{?h-oE!NrDv&rTPf)70A6)QB{Qf(KjG;(Uhu8Roa^h(=^vB+vpCj`p;ioEH73iun1@ws{ zHa0d=>hSnIXg9k&_j{kV1dg9vODhcC34Tf>Lsq9Zo6ayYTD=V7uX7-c<^@U+{t;WZ zYc|PY#WNg<&Cxjx89Y*-!n6?^>bhtXV`UhHvXToD;*zus&_7uS&6M^LB}N=LGK?u$h?hyj6bSoGv2MW z-`>>J*PlGj58mQNWfd0AOU5xCs)a>dRdbdC%d;~W&h^hr>FxL50y8&;UF=*wtrajB zbq5)BRR22H^ON?ydoRHRh<)~KH!3PBUaT~R=L&fL+hCMl=EO(Z?Dj4Pby(0MlykR* zJU6)1R68}BIeRv=sFPbu6!TqA1wVyf(Mn<@n%i6hCm87~7E@E2lan)N4%Q6>NIt*3 zBm)3L7|MckkAuQ^pk$-5u`#b;gN|n!^<@7DK4p=q*jbSwGwxj+G)c8(BcD&f{0^ba zrVe-n%IiuL6+CJ)mR1UzgD(85YIIwjU&@y#x-#4}SvJZLSLdO^TNqlsU?PUFUL38j zTLJ3N2wab}{3uJi^ZTLPuKVW#Ia|F!K$VS!nLMUA0@CZ#^0ko!s`9+oNWKiB1cz#U zi0{kE`!n4g;5zQC=_blA`W`;d&lpCte9S`7Zs|BVx_)Q0F=OUvIeoQgIYJ53I!Y;e z{CRoi9>kxy&7E`NuOkIE&x6{VlR>Q?!<* z-zzmYe|6Rd@pACQ_day}zDS9QQbLSsEu@2pFoZV-Kp)V?hOghYy11je+kFrk=XwAV zh1GRW;{D?T)NdWu+Y(Sj-hYw=J%@&cg}KL4S7Oq`{6IcP7<6uUY-;^aw&(}@AO+Eu z=6w9c{YfGoOgNE3kY^!(ik-8!TKdP}{pH;pY9^UN`uTborSr0FU8xgTRb98Y?%Z!V zoy8@1GlCItH_c<AG%vg&VM=-F`5CdLismxtCAl7^;C;_fsvqvelZ!U z*y-(bGnfvqgIU-!@4xl@ZrBygr^Cl2Yd39ge?^Tnl3!jpy)45ZDK*_Cr#Auw=DY(t z3G%D!AO=*e3%zDUbChWG6%iZtrlH10*zUXZXWoR+C1cKF(`Yf#r>FBqem{wrDmuk6 zx|n@ylHsFw!8EdFacP>uE_%R!U!ZpYjP#XpR1br@Jk2Ewl0t=CBDy70!i$oz-d90E zfj4<;sd-d9w!Hbk;$`~Cll0&NMA83D&g^S_)cV->j#rHDY;ircN#Z8%9UYD3dT+_9 z{B*e2)zh0upBFh?RdF^-M3kf(P>x`=93iLQEH3bYRUrBHLNNRM8kD3}dN5O%tMl*| zb<7)HD%E7^D1h0=o=F7AD2Dl!6A`LcTV_3*x8Zx7``;HB85;w^uCOS?7DrQ=0iQ3& zguE_0HRm3Qdu6WsMICV&Y<@8EEV>gyn^$BL6tURSh#=9D%XzFm9+x-f)rDUag{Sn) z-C`%N_Kbh*8OWgW_+i;t6| ztpVytVhWt1?LrB@EHX^UD)2suiDN4w86c`@fn`eQ2rNhvVhxw2Vj}FSJ}iquMvf@^ z;;E^=iNvlJ5W2iZ>)b^k3xKWmj15fv^Cz+2B7@tZ;3QFCaChJ>%O38%p9T#IeD0{^ zY(8*Be)^)dhN9Ymfxnnwx#v+h4?Ohv!|0N!%6hZwTo#`1ySceBbC=5_yuFjsthuQs zB#Rfq;V+k9(EUhc)7RVohoft7%kyo+xmGP}xnw5%d_-c(URDPlN0aKTm=#`<1rZ+~mBgZ$Z*g zsrT~@P8v##^t}stYYkz(!TYN*N-1MM{bVP$Vt%$-=G(LRe!t4!QGLlcO&o|dcsKCe zl_u-T81iS5VSZ6S`Dh{Jv$|z}vF5fB6GuMLH+_7&>Ums7_(yFuHbyb9N4iMIXnsrc zP^A$DhVr*3`qR3H1`aAw6>Cch2wWJaN?BOeEa`r^{Smn|p=XgnpOBDXz1E!I^L$tL zi2xN96^H;lSgN7+d?hLQ6h{#TJqMqZ$)1`2C~H~CRogbdRLCA@Le0wM$aMP?u1mi$^j}z*aBd8|e!}0sY`_Nq0QZqn?V52g<)RKo}UEJSGjo?`OLM4<5@CIjJ@f8Emf z3Alc0+9LNnnDvGb(?!C|=4}swfZHZ-=^KeK+5vAf^@O=lgnTV4tNB;v&)%Q<&U5T? zXxQx51puoEyuVETHh^vO`bI*JQFa~jmck9lE{uCjs7`$41!;aD$~{4FfXsb8*sM`v zv{SF${eEznrvfV1lIgGRX3kIsAwnCd!`56iPGE(4yN#$N1|-Hh9eE)5>Hr98Y;X6| z^IuHk;=-~s@*Ve{Pb?KOM<=8Cg2(qKtP1lBz93fFG-t#~^i@T2psI>WccpR9#}~8V z`^+ele^q+FSZj$14Ub|5P?&iI1sPMUOaZ`;?Z0MXJi@$DW3^TBp8_>qd8ho z)b^73ow*cq<$PDNi@QP=8(RsEC1J8nRspE{Y-1n5U4aPi2joHX z%rx@H5tdqMlDWBm6Rf$Uz(xiY&C-}-`{=%nhqTmLzyCkW>`Md#rwZ@7J1$P_>7PPU4@y%BCa2z`x( zTkCPZn33o7E9Uv3j9B%H(%7=b_;7MEV4^Sgu16*IEsUm<%IS@rK&cdRW5*HYrAr8( zbto2ydqY+j8d49_ymVjQA*$c4FlbA;Jzjuz)SSlF)Dt#xMs5J%R2I~K@|T?L6KH(m zgPDSa9I}7p-du5TezB&ptGpQA4jkQ}UU+mTm=)loiW%_=&V4|l`o~X*f3B*K4*~}Isj1v#JocC~$hC=QquzJK zcf^2?Ul|yh!+!tXEvab#No^ao|65i@22aqN$I$PU6NoF`-Q8sYjT81q5`mSYm3u zwsOK6OiAtSteT+m>Zj1R==3hGZkzOm)NVRXP>X9|M$f($Kvy;ZuN0dMod(X zB`EUH>!+2>Cs~=T=|Teu2NXk%@t~Y#bHV35+mQa!-1c@%T*KO%Ab9bxK8Xp&F(;w7fQd|eNb+k(aORbT)t%h{_#FTCXM0Y;bFa0oj*2!v zYQ|q5A5XBqpK4nCEAH+Q`h#TK_*vXm@MvL!sz80!0`7*|u1%C#X|wi5}nz>QZk>t)=0n$qx5LXQ(h)8kZtQ$nA|_> zm|vgD1&SLT)HGGycjS5g{hRFXLw`G@w%P7io)H;K69tZ)!Mv)jYWUPh>Zki}cZFdD ze^z?pUQr;8IPMNFbnR`e;MIYF`yVG8X}zlg-M5J|Bzf?>$WGus4nPqb5IZ)TA8U{H z@XACh#{lPofDfb-jWTeL7cyt7+izW2G%s$WM@9p<*YvQE6QPL6Q++l)I$Se)B$FA`;39 zdbA07z8!8m+3ipIZ{MnRhGsW3#YiBiNu#fQ8;&WhK8)ITNwMs4Hqc-K{ue14CT0%+ zuEzjm0Hh4GDHW^5CnjD4ApCOO>%7YM^{L)@o`h_fJ;lpwb!1xhFPrHNGSi7O8C*hu zi7IR6$#alHN0jMNZ1Icp12w))`PusQn9xs@al>HxUpw0s{l+y_rf(D0&!>`UuKbAk z;Xu<9OlsslGYCUjJsLvl%r;2inlLuW-y`BBQt>di2VCu5tDK<~HLLtAs^JBHu^w>M zL+1rM+V-jR^MC!M8ubFgu9h$|b-#>NO)WMJfc#5{tOd!K`Dbpme^HXh`~(EFNuEUW zqM=Hm!RWkRfFckALaZci*wV{EjYBnS*u?724&m1?*-YQCi(U4J?`iZ6qgvhA%8oEp z9J~A&n2M#>$?7U&JE0L@_Kv$2iXF@3wj#NW*ISeSEEx7UT_vZ=mzUY>hWj)*vso-H z7P6o3CSFSz@Ww&6CS?%1%!4}~!Q>~}%K!NV@h1vSmB^bB0wh316n*AtppKLI*Q(~l zUPU{boM9haz|v`EM)9{Cr+_F4u5$$1&|KvtOf>@%5eez>>A1pyXV){vcCDG!a+;!^ zlgmlfleo^68uBN0O$yGWsjij2!m35%L(TR6nA(!rR$X7{!;ffzn@QD*{g0@W1e|~? zW)3J@TU+yma((NK_VfZOUiCti;)CTndH}ZdZEU=^wrNJ>2G0eT0O4u=j6Zaj8NPBL zeirQsWutY)colulRAM+2**8S*a@gAL5P54~^S&L_w|=waQfNv4FTVVD`?c>sT;~3V zyHK(EaDtx3DzUK_SXm9D)JE33PhT(Ei7mRnSpZY@ZQ|j7@~&zDa8PGwA*_s2#IyBV zL`gohS_GAk_q%`(ZHOuI`+2tUwojGXN`(z3H!<^+` zn`l@Y1_1M-XIdmlarWDP_^!K*P)42D3vY+p1yd%HORYHm1yn*NrY&xbXBIHj{r06< zHD&TI4Evi96!^C`UOH)CeFXLp#_K(=dB-#k1?iv?G^EvyRa-3ND=w8AJ*+JMRaJUf zcG0?8L>nd%nA#nMY5E}kD$2{s^7n6rC|793_Xlx(>j4M~B4Pq`^sdu}jVJ|b$>O`S zwGkjb6Brgvr6=4mBKhb}QJC0%?|`dng!2PWeq1a~UYo0`VLcF97wHh(zu)VdWQRVH!Ztw9kKw#g-EH@21Y zCjE~*Kdwq^H{1Q~&GcaIIur%|0aD79pAuC-YGhoWW_2y>VcUr#CT5`A(gvOJkaMxJ zy3Q3+Av8USxJ^3Mc_`CYXn~|WCv{^gXN;+6j>xa)_4SVsPlK=@L;yav0UhO6`@AI) zH&pVU!da{4g_DkVhgfYbA+y=lQ{cN`4;xguNQJ)6kzKW|vpv{Z&9ukT^dcr-4e9us26g8{mI3{5&x!hwWj?oZi;_6H25BQ_fdMN@mMV{k;8F_I@M#h&_^w` zv~XinAX}waN?v~Nqx1qe&2|JJ$K65n_Q!n!fNjQfJztMp^YslH0CcK`RIlBuVNS^@ z9N32G%yoZtTs6;J#U0*A0R-IL=h1&?U+L7vJnFsaiek6+A1TcNt1X*oc~e+v^m@;I zjdsvn@*jw3`U=vgV?&Ge<9RA0c9+(2+MOc_QdJ?3RQ4@$7a zr#g>|KB>W%&saYhde(Pa)-+ArXu@P}O=oTJr)#Ko><3ZrFDeNRVy~1#p2*wkrJHpD>@EnHdbQy}~~&&CO*v?!^X$-Yaoz@vbln6ihqUk%cy3WHVvFj~{X|UZ+ZFo*%~Fq zrKM(XFORK2Tr)7C!o?k)SXC)V{8EI9zVQu8NGvy7zOY=KdCj=4zxTub|Irgr@n%W4 zBk72C*%0?1yNyg={8kV7vJz)*Sge>puSHU4dZ;%`ob7 zqr$tS_lqjEjXdC799}RiG+y^sqWk1?u8-X2S=VM;@w4ErMU+%HLlfsw@-9oQIO(Ai z^I(ln!6jYsL?I^jDzZr3)mr1*r%&YkdLYcc`av1%V=U95t?$-lB}y566g#;T^{%o+ zY$NwqNtgRgp9s@aQ)ZE(BDQN4?y+G4gcApH)o5t|^VRs-znW#Y&3FZhekxNIafnK@ zDGXbrwn#x?9}8Cwr|037q2h_d3#~ST3C4z15j8a|(v|&>KA740*$claGVfVls4@{F zZ674eoycHYF!ZWdfhbBvp>*?|rZ%MycQ2~o;9(P+|Doml}-l&%u zMIXV9ho>ht+f^Q7?+amxD8jJNPo+2 zo)KYL@_lF8+g|2??-}jkyCSmwOQmLm60glUEBr-38Omn6=O2p27j$ng*4kNNDbz+6 zMzK5SEGMAX_~~r(`%{@zET+<*v=>Npbnc9+7pnq4iBmxMjdnFW(uhhhf0tt6Feox| zl($~;H~o39yf1rUO-AV?nLzOk-F1H<=BN(Ie}5m(+nbMgT*IPjE50*J4Xr3f*C)Mf z8}7RYiae}MhFXC}z|Ndb=#2f@#(GQSf8TReRa8yBf+kqWcCd}I1}wC*tY0o!xFU9b z->cDJ|8C|@wvVQ$WrTD@dYb6CG@Fjgdniz{D+AACH>j8#E%xaFG6|O>wPxo-DE~f_ zEugL^zq0ZVt+3$Bav3HhJ~nW+`z;14Z*xe5cTiwc%_2f`h``=Ld^w;z?(1{n!3f-f z&0d3JDEozu|Mw`ePVNL{t<=_6AtF(mnmq0St|Z* z;u$inFYn(mvX9m6doV7LZTK_O(i(WHVeCowMg7A$f#WB*_Laa82SR_dj|Z#3uf7?-6X59&R+ov-&U|z3XO*LH@CJ_R zY^LZyKHne^bJ4d5_frYk*WypvJR5NELEO5<_32Fzyu|6s@<;X_Z$nYy135ep-y|fr zw<-o!jZ6o+TWgjzb5&Wl&TL_1Xp71+fD#Vh*GtWHDX%~v8J{kdzRBgWOs&CrHL4uQ zlL8pkFDyn7q^JX_fbtAraq~h8WAeZ4NW09aTDdt|>Z3U^X`}dFPO8DN4|I=zsYVb| zq``(-xQjF!>k(~YV7+j=Px8ygF( z-2oH3`9#K8t>w&OlM^-9O6JDZ+4d}u_ltxJmJ&ZhZ}&Pf*6?NhT(b1rPYqd9;2qAu z7t*@r6vqU&w0FWxSf%9BZx=lWXp<3XCaYevgI@GXGf#Opqb>na0^ZoqLX7m~3>W-J2Nc z+44SbB+4vSUFm55hc?osBbMLmy5cx`TlWwY!hSX1@?I@n3P@o2K_nR=o?^b$fz(2AX;d5ul6d(q_u35Y6cDr~`Ef5!*ah_g z+1qmws*kthkj|g4^M;N#`+}3@9*oF!ofK_8-+;&vpwQ9L^<0;Jta_cd-JGuAMoNgf zxNsujGVKDx-Vb1DYhwdudh^tS8VHW4=`~@ix*Ab@xEq3}nHZADk0 zben5#AWeH@G`zj8B7){^?ZjW*#o5)>v2{obSBJ2f+a=eOB}@@5nrreAxqEqDKrvmY zEOT3}{2-Hdbr3eaMwTXm_g}&xa^FMr} z&jjxGYi^Igf`pcyp8r*XX`KH5K=2E&f%$T*!Ft`bvee*>E`^Z}kFvMCuu)i?^E;h; z<2$%c_rkjB>)|a-+s)UQ8PIg?yx1C`CSp+FKtF?7T_I|CBO~>3=qg6T7VuUN&(k?*vfLL zA$r^E47P>nzRDEA^XbqP{fk#q@-oSffupAbI9Hn($>-?iJzF3{X#6_;8z&%pJlv-y zh@neZQ{a_&_pbksWa4~AO%lA7W|e)Ztip^SX{DsBxjq_`eu|_HZ-5^vlbdxS1+A?+ zGU0i?cm|1_miAjxpG^wU(aCA4#g;iU>H*6wlHZH&{-SdkzA`fhiH?^y`MA8L{4~RE zxi-wu_YqbZ%Y%mRzlpfqNqU(1Sx#01_O#UzKj=2p_|xD+(Or{=>)#?|_CIuBtcZz+ zIembQd{Re6Jkq+($c+o{BB7t*=ids2xrQCSAIR_H1OXc-^6;-f|Cj00&EaSYXGCc! zgJ$};VGt0HZSMf5hKqf%bFEnEyxamTqINJb`tub#M6M>$8N40@k5_mDGiotwZzJvT$mZALy%1AiXZ_+SULH?w8vzn>d6bZ@=Qt4cwHPK2qtqGm9`>3 zkj(EEJpa{Kz@}`wEV$p&z>#_mQkC7j@H*{&?nvF4fb2c}Oe;RxT~9s?xY*Wrav_(5 zS4{+;T~E$(ze=5AZg7!<&ez-2@-$g&9ypwVm6{CKXCs&&>LZ z!LV+qd0s)d=BaU-iG(I6&&Ny7yQ2)uZw!DX8K5LTq$sPvx;QT{j}!sw@$u0cI6~ex zQ<4Djv8G;lO}+Dfcn6i59}EET&D4Rj{D-WxoG;FEw|Y+}C4_oS@uPqXYa|M~QTufB zQ2OBc9P{!ll%uRTcYh`DKXd*gQgTQ)mmX6so?j}RI*U?$&n=eHiNVp}2Mg~CSrJQX zqN6!2#G3w*Y+qr>T!UY-?GTaKr>&#=g!R@$0dsVI$Ee6j-zSKj6!<#NY3^b%5bc`3 zfJC92%Zr12E__qjc?QM%I5$9BrB(ig;qpH^j9EF+@n*uZRqc4+xgR)ynNn&jRhdRC zC3Q_&3eS7G&O9`Zt%L!JFC*Yu@+;4&ZeNcJzDV6qLW~njf$MB@@sW1(uyWOG}5c2wWpLuW3 zhB=e%GY-&20}NIHEiDWg*VosNFV_>6wzdTkEdc;}I6O4Y>e|{JUZpbs{YYHA!s*ER zG7Q=pD6al=lKEYxh+1f4J(Ig2Z`*42kLr*8Bj$RCg_E`T`Ah-Wdrfp4oc?%P)yDU? z=MQM2Q}%axS?43tjQ_l~2k4Nouz3C5%+v9I=s*NC5QjF{nCu6-eGJ0D9w^=Oe($NF zU~7w{Gbgoh`+bjFY>wkA#2Mhq>G1xNaZn-G=g~70z6TxrywR0;FvvcQ0D|erG(j6}?#d^yq zs5{)IA$=tsX6HZrKRk4Flg{Ckz^I{&7kN6*!89`9*@z-sw)tnkcGw9emlHqvp>wAw z3RA=ny98A|cE1A`qJ;A;ew|%1m%IHZw!x99W$E=-`_-uYqA0`wj)~m#f1`j1%w!t+#r>=mvV&Oj;oze2}i| z8?SG)_m@{!+fn>y7S})im6q-T6L5BWdj>>VN@k18_B5$o8iqi!ZkK5~$$;RSzEaWF zruTz4j~bES@wE^p7GeO9m0k0covpXPj1deGffCR9a_SjhJ?vzluSMp9H%1m>ur zKvcoO#VXUw%gZj4s!HJ9UI)xB`{U`d($WKrFHGZ~|3C7&%_byXjaW@oZKi9o&Z&JU z_=BSbdn%9ZOxFrYlwKx9^9o3W?c7LV;4oNsWJL_TllwW<)h46{mMlc~3J2b!%H5;F zM3iXlQ>>}oAcTg?wHCecR9HGbsg64ay9QT$(8MBn(z-O=gjR4PWGLExcKpu zI4YItFzka22i>shh!j(HM+B&$K4N45x;Ci$NReV^M}Bqcd?el#i&XdS@EQn`k&TO8Khv~=}ki$Bkl{^|Sq5Rm(^ z1V&w*a~d#lQ&Fmi53K(ZDk@&6u%pn_K4zx+?iJv~@yqE>^exIniS9q!wR;Pq@hOoV zAbx&vLfDxwTB0!LnT9vK#>s(rd}GY*&`+A0gO4%+R^H5(r@`(q;|;EVBO|GN zx@2w`7&*TX38cV#3PNu`}&PRDyx)&Oy# zgFdYK%>7PjRThxc?dF7N5ND!n5ig~1xQntWNzNpXeK9BI@f{yZ?}9_`j?-dod0al0 zq8g=RFowJWf)oMY^X?(Q-(MAX^_R7(($%CWhuum@w*>|8ZS6F`Eh8(<)-I_`xS)TlS+i{fTkM+*VKMtnIjw(^y&({Vjz@@-hZG5)N5i5Nplyr$ zS0+SLWXja1O>5JhmYR4-z~{^9s&Jv(xMv}COI?2rqtdRQdkbNwK;8lwF0=?aDb>|% z!0Ry5ws!VI<^_v_f_USC2LOfXj(}DLkKG)ZTynVG=%X6oOpnWM9r-(m`aCZ$pU*ocqJ`e1l$ED8d{W+ltl5D+ zKa9ejuBb;L_Tw)8!S(tt!r58i2c)L0HARQ}+aG6b4PV)eqsnF_BZ6GDI7xh#d~@6am0RU=bY!O1_R95H=p70XHv7CavPyCJlNCM=*ksJ+`y@^Ae-)%o zGx#vVT@PL)ePb(N!t*l{Ni52Ga}eexS>bDUkD?6{ne=oOZ9lcVvd3$-)6weBW)BW= z*a5`IhSx3;fTu-85kJq)F7EHnW;})Op^YCvj6$_xEaYf;OWP>Cf1tte65CqhBd6x) zPovfvL1{qd=<wk`oVq4DCT1Xow3)g2)n20E)gw4FE+ZrA8ud5L1GD{I zKLbGZjnIzEf%Xz-ifI2*mxWMJux=OdUmzox^_*yPjAw`@Ug^Zg!r*^~L>2sRqHbZc zs7mE=$l#>!s=>u4oY?@^RpgM$4Obc^CZx~9hAR0(6jmV@FV7aeUE6b2XtYvzA^1)Uxh%~I5(WO9eHuvBZ7 z)LkcRcq?sg+47bz_K%!md3hOA&oA0}iCk#eD`BMHRpU^7_|ZTE0LeBzxlD`clGYhR zahTM}J0RUJ$(xch{Ii}^1_Mzz%T71D>Wg&jTcuC1PHrCfK#J=ver%lbk>c*NM6uxA zHx8QqxV!)|Gh2oqYi`XKCDYCE2*0B?cqbV zCaObJXL>Hw?2;1{UBI&IIlrL5gabdB9fShp=Gd&%Pc1GE0uX$XCZRPMO(G{X3KSiG zVd_EDGzMpG(1G|K?DqYR?cvmwH;4BLTj|wf%@d%insjM;_~Ea*{#lz_kDBgv$;^W^ zod*7Bo#Ej}D7@Z_Gx|k~WRn6S@rMWZ;gOLg;Prw>A^ebcHaUT}4-chvbnpRN)%S|` zZ%Ja;hO#p-Bh64EOe=jb zJ^i14D*`~{vD(lUZU=r_jF3m*!xl`W-gI&Sb2&K4z+cp37KPX`@ln}^2%scR2nw$P z#=OcO#|MC9`*be4cD*B`sxMdlOujY5GazM-yK$<_ivIjs@Xc6Pdmg9IZMc88;s6V+YQxvKg9iDXug@jo%EDGORwayg4sCEvOih~(3sRTi zpoj(B|5UU;A(qUAlOn7V?oXu6Y6+;zxN>o^Q{|@Jgs~eRU|zxT3x-xuec#Env)n9D zzuavcXK1oRdo}f`;uTvrOc)z-jc`()`XbwDTn#}*e24U6{c;`g?{UVcZn%LJ~l;!1~F-~W8oSN?fG zfrdbVCPm(6o4!F3#}MRPZOM`eUILTF-KX=Oqb%`ytvii#b0?0aaQ3N-|fPI_FhQ27Z&|FK=u7P===5V*!#yCWIMUxYwG zd1$-E5#C@HF+LyKvx|;tIb%p-u;^L4NGA&R;kG+&xc!OUIU>aibqz1FZJ6Z{Pna6O z+{NiZ>G4Pnl)K|e6LB4L(*YH zzyda3&^wDuAQ7_1T)~mqftvw`_NXGb8M-TD;LY zdjCX+6KX9MEXN7i{0-Fxk(TiA#pGl^$IVWkBt{j%?@E($%MH(2{cyfNu+El7@_8qI z_5B)wzTe>lDFn0T42kT=@)T=ECq_{$xR0M~M2Zw|kAn=vz*;Rd%A$^}g?Oq%WE^zR zaDjg-E6F&=tN#AClIUhq`py2IC7Kp4-AK=&O^+|nkJ^qoR7q||*dj2+e;g>{jBSBu*ML|I4Tw!n!fo%D<0(fHm0nD?*_Dk=0Sg z@uxs$OAG%;x=K$EwEyU+T>IOT6&pKcVOv=nQHNwGYv)*)NklO10Oq6A3bw;C*Tos> zZNSr;!Xkf#Fa>crFlI=&-kFZ1y$J|rG5*Z&j8grAocv5pV$COBmF=(f_U1K;EWQ;_{E0s88y#qCldjPKo-U-QAE=cYq%j~qGczo`bl zWESSypPYgsmuHJ0P*gGjM1|^`0aajv&<0AiX=b1{*rZ2KZc5?#DFOi%3L-GboC zy3C0$Jer8wV_!}z7rl`Gtn<8Xfi69@h6_?OC;p|hL%hq7z60KJ>*Y-_*l>r?Dz3u{<2R#+N|?LPwcT)Iy&7TpO;43N41C^c?t!t2_*_?H zSW>yiAR=Ob@6J~=7#_^H@yEqcPyGs)Jbq{@vF$X>u;EQH2M1Q!zYM}4K!QH#-RiPV zu}j6`bS#G$$yqT2eD;B6Vv~GJfDqRUVLg- ze)7^++Rvt^V{>7kbCTy%CyEX>GjfF44*P2(<0xj}Qa5;Ig5@DM-J0j`v^DuxKxc=K zKP-y+t#>q;JuEz2BwyvjxWwG?(mg=pHwwsM#g&z>W%6v1|9=VQ$X!0SEJZt*UBgLV zKGz4xWju50!=ZvV&#fMOjwpWl=_{tn9d3cWH++I@R{gJu+?1R-0&Am9X?T+<55*!8 z`mH=cR!osJ;UC9IIiB+N@d2!Q2-XEl{n+GNK;+8&cK^kJ+7L$UyEItg`V#`4;W6j& zM8;0{&7oF!c;)#T!8_`@WRaLdi;*2-u$QVZ#G3w_^~)P3gE>38&-0Ya;Gm9SMfMV5 zss#K555&o-*Mb%?il(GJT}9SEJJd9`aziUQWXA4jTTKJ`&_e<#Of zYjMw1pzYN1WK+0zv|>-7|DC0 z+^02)4Hs1yAFPnlY#ktKvA|T1&so{HWS1q93kfX8Rgi?|B$Px&@b(F`?~=x~uSkl7 zoaQ)x4geN2Zfh>MHJ}Oe&CUQG9-cpdFBp(QC-b{8b-cgvCo*%Fp;?-K<>z7JMoyfd zuHLT0U3%El3%_=}L_jbbrMF|<4g=AS4w?5|E5=^$uZX3$`;S|Q9G**VcAs0^&Zi>$ z^kPd)r?5JdW)P>EEhD`2_(!1d3RM~<3k!RJ!0nxJ+lG>S|}@J@U?1z(fD|Oxv3KoMqV1uKv&sPy#pkyc5>r0Jd4>A=56^~74{>g#JC<`aH=Q{PQ>?AuDQfeXf3g+ zf1>K@C<;EZy(2Ucn`yMux-Gc;#ql4$$?83>1eLO^=L=E@6kC~YtsxER34YN^xA{M* z2BXpvav^esW#r3|4+MJ(Ck>TOtKMJ@3I;RPo;dKE} zmKGeiykCJhs)hhCENGCZbDt$48MdD z8O)ANRV^AUsmmNGl3^PpiK(2|_z0hFvLDQFik(nZyeXiuHaTd}&Xe_rIrmERAX@|L z!iQx}@E`6_1{GiyxMFuj2Ex_la3TVFB#9|0e_%t@PpKHAn(vIJA@+BDBLiGq=M6 z;o-3!6g;O_?kjDV*ZVaG2L`Hk?>w|D>6fFokWAFYvx2Y0NAw?SQD9 zsn2n%kgv1dgg0WM+3mg=U`hKHF}#r23A>TwSh1L-$f48N%7Y@?j$T*s%>zC7&6I~Ko*X2ft|^=UC_I$T1|OW?pfN)#!A=9PW93`c$b z#r_AUHSZ(abL zW&ZZ+dFA_luZ$=&Pf@z{`g*=VhX^dgfZ_;ndCOTf@d^-baXepE6E0IfWvPve-H(O} zy1|J_u99v|FYdg$;5&GuA??27reG|IUG=P}VS@4CyI3Rt_TZ}Gw%*==iLXB5>5Ta6 zJ0MEk8HfglQDW~#emI6c1Pdy5igx(>h=+<+D1y%0V*t#H0TUH1)BL(j2vDi4j z(*Y8PSdtk}_-ieFZ z8K!+Zr5WdTv8PL7{XJTTa)$YwJksIH#TclE5smh`V=Lvlw zt%4t&(JIzeiMm-nAzU1+dYu0k>CoZU0HhCam0hPk2iV(FMGJMD85tSB33+3eYC!B3 zlce3<-3aXxnP(EhuJ&d+SQ3F59hyvA&tUTy=NqNs?Ry^Lw@oCG=39vGerJTzaa1u+ z8w*ufI624534b_CE>n0hVJLZz$73(YSVxyU<85_X3tVEK=Jn>fY9(MV*x0tWQdjbA zOX>I<-2{<+Fypb~ypfP5szK*0GBSB(aBlZ22UD+!I@}k~Xk+F~-`<%K-cqM32K5moWgvczg7w@)UT+?Thj*8;T4_Q*YMn($s21! zN?{(%(Fou3*N^((ff-9ewmsNg5&|NpjZon*gyzppafy|g0N42dZv(tP~y zZNIQX)=5NIa5#Frai_IB6NjVrk}j_7TwjgUYFFdgSkQ#*dP|c!Er^#u6il!y@5KgL zt<8$_JUraJ@039{%BG=c^GM|~)^WhANoqyy+4^J?LhRP+XVMuw-7Y>H~(^U>~*jpY5slqE}IY^*slO z_2p-rFJ z9{F^}Yy#cnl0uJhLvgy&rh5#`p=RDMpLppt ze~ARV!;@@IHrVCw$njE|F-AfoExO%q$5O=v9xp(!SkDvc`FI~Yul1YA>fxUXC_-)S zy33YzsQ*=0QpfM2JqS)C>(Glq(YeDwhG} z^K?x%zvIO`-LE~WRc&@GT!`_$g9FMO#w|mKccqMt$s%x>3yO;V8)y+2e~>E9@A7kf z4JE>LoqcLGFffqI6eQy2=7y-Qu1?~%BR)JloM)Y4Lb3jhQW%#T#gLl}k3wC^foqBM z@E4RP{O%1Wv`#LaJvgWre6l&np*u=N{yhKE+szy8Wd3d|ed#sZCiiwg-|e*lFi~1E zGE(ms zf~9E)D;x2?XS_sIWsn2IP8Ljh4*{kFASj&gq-{<+I%yYrb^AN$E1&J+i1XfA46xuxLtJdmO#ry`~^mOjZ&?ECF}j*3}zNOGc5C| zQ78UPQ@^7(oy>*4zTiW^R$-VTssY4Ve|*|1(+RQn8m{;nlEG}lBe1zNY~Wc~gKw!J zmXlU2`|#3F6qn3N3x*gc@iDaGAD=cQt^(m+sNc6fLs?wo>0?XmrHrt1-(mkS)zTkh z;?MU^XJ=l6FZ%>6sSfyDzw0|HdTukkz6ZSs#YsP(p!G+<(wwL_Mo0IW>QTtR*WK~~ z49U3NC$l%S2rX+7BGTKAs&kdFp4eoF4U~|$(h5?woyW4WPrCn(V@N9UmFHKAIeU?ua#PtHq21AWtwJu z&Vz@Hk1^vXwr9j(jKGRpWE)?&llzFrO@f#MjPPbX>lV!%B2&ij{%F7rqG|d4vS@*8 z=gNfsQA}Vs5c;H1Vet8DtMAA$G6J6edMS9wMiC?Ri|(=0u`?fVwOc3Pv*1U5V9MS; zed({RN_5E^WdDJG#q- z4Y#cWfe1gr@$vC2R`U!30s{8V&bx2V=hTd4=IA`he}#<|xQ>P1|0Gm&$j$d59i-{w zaXE3B8hYVYbdo}h!oudY-r-AQQX5Oji0ti&cY-s~FD~`eGBT3bB8HOu;#Y6Mc_H30 zXAc6Hkv`xn1=%vJ&JmtA@t^C74j5@KMptnErDz@EGvHtjC<=@{UT;8TDJ`NC)gdZQ z1SCXNM7`LoNI%~DLD**se2KPHEg{ssSP&0Km2LADpc1RTP82swQ|w*uOHfvP2RhcZ z_f`wcftyJGTQqc*l5-VR*1VW@n7eLzefQtL`FSu^V#9G&KTuG<=b82i5DKG}DyOx5 z{u2s~w!8+CtKp;-% zk4AZg*CsJ|TxoD}olW0mFog6!K9~x6X-6sS3Y7hUrIJ@x&?^8FiP7-fbK&0jO$L00 zI{E=iDefAq$|+iuVv!)f<$I_4pCy#{STpTUW`{~Cz7s*z4M!S$^Bd^PmrdV@%Xxin z;_>228f#qjVqSmuY#(lokDXcCwf(ca)Drbm)_Yno%5LK~DGlD^Y=^zGU3-36GOVY9 zezSjOgqr?7ShJ?l{L3eGDGrDvr~DU!cp0qxqxt%;)54Cw6tVSEEmkX0qD06hP2<&+ zUED`tZ^RR1MV$#S{)g*uSH^dTm(Z8_ySt^!QuHGqM_QP;-Jv!$Af4%x3PWk%dn zqPO>2GX}!cH%Pbw0*dg37zZVEb-3Zm%oZhOwadZLv3p@*;fZeKU&U`g8;--E)hS8h z(+e2c6o7=a4<&M@-<$D7#Y}VcV=C)H9o{DiYLIx`_ zy;Co0#Bh@Bid>sY2vj55%E|e2LNd|m-qT;aPUZa4b4I^RR-apkhEiS74-a*wDsChX zkAn9fb5i>Ho!8GYBD@9SK&o%`#h`k!nbjOOx%rYZ!ie-pEHU8C60R?b@G2`7!l9Nc z*IJ3$Lm4u!SC%k(US3yhM8rycj!y%pfKyhsy#bu=0xpj5_@qqvQ*)>m;Wre2s}!!| zXH@(sd7>2^FKnq|jY-F>6enM|2UsSW-KE3(75l8_%?Z@`)LRonveXg)7@TAY`VmUS zQW&BK)k0YhQx>*q*4pgN!53qEC%`Nh0sRf0;6$vjCm;q+ z?1Yus>DqggF2E1HK}I&aIsU6YHg#~dwY{C{GsG^?4|`|#yyN=idDXQjS60~eq$`i^ z1HsEqxQ4l{GWL*u>z7&z$)uZylRTxh=e@#^@7l3qCk7D(A1CtNRCZ+qYys9qfD^Pk zt?+I6cN)r^3=p{v#ih4S`l|Dky1z9$&6Vbrn=vTqWsR)(QP9#S$<$_N@lI6i^41ZK z^L8?a^@)!uW``B$K|CD)wZ57NPmQvK(z>)@O4~uR*5NZ2>Wi;;T^%rEM_=anYH$-% zb#e7Jld;D7l9myTnF+DKxA1zRB&4F@TUEcxmw-*XRuXRWkThOyYd9?Jf%m!E#Ki90 zv^ZN|M{tIJ*@xz#@3E>xZ4fPZe@^NdF691vBw+P+JCwF(toSSfcZo;u-QTu7S4Z7L zq(vjmLm;<)*Qt*JsfgvH<&1zq-$$ayk0Y{MXN>X5j^8qaXKF1KCF4o#?GZdd67UOy zc2Kv`kGQjm^1EVNTD03HW8C%aDLk+BY1o)|jcFbjComFe>)}2{G8J$2K1r95%kQu8 zUrnnr7M?16C3K!MiA~b#D zzsqcJDzLyw8-3_fkYVaSR>L zcQ6}Uua_k1^OuM}yEXNb4lX;fOKJihPd1H-ii-=+5Z-WSm6h}p-=~eA8=fWySSjiI zJE!h@e?CWI(G+ONo?L)?posN2MemkPXh89&@+`&2ZNjOtby^7|8D;~Vb@u1xoLAR$Tk|Nn%$NlN9YGhXh zRJ;;}e$O-Vea_D?{vSw-RcG|$EB7OX|UK&b}aOW8YjJW4o$_z<;|L4a?U+@bO zm6m=Z!Xz@%YDyAkBZXQ*y0wr!Zc;aWbl=_GEtkOto2}qot*WYex0C7kYix|kauCbj z_qIco1yu$%U>BR^QJB9J8EW|gC+1c-swd}Gy*#MRcfjK0v)skN4(eF#xS*__o?d-* zLc*{Ftk2bc=#UvXD{IZ<>cjoL2@C$Op&`0Y{EUn!hO6b7Y1Z{RS=j)0G9$zjbH?EF zzYQZb^!+MZYNBj=w0HBTP|o*86>8BCqi8x;Kx(p2x~TnGh(SVPuf?6h^Qzi&Ed6ty zhAACuVm-aV{*{W-qP3@nW)?gwIqh#L)BmnAhA>0Ru9CDOM_>Jc-mTcR$?{>2;-bf% zb&7bhsL5~-r&GJddY{@clt&2g_v)peao`&DN?0=hP$e(`^`pH7DP~x4Kue6I34pf)(fgi#FxVaoT>)ChN~(G zqV4X>(Cc31m&L4A<#;xD^nK%U^>m#vT;yFP32g0zrV5qxsFwawh5|Gh<0-z4_05>6 zZPagnKr8ataO!*3%u(?csq_9k<{zqyXO`!=k3Msqw#CB!901dLolDbHq&R43!a*Z! za*~Q5IY-}AsJpUpUBgs@nu(E_9KY_*^ZZ?QPcs4Tdr`?OH54zG_R$sSjGgFFVj^Z{ zW^id$_^GQydEcHIV9|@EJ;1MBm~pXJ4m-lm=zwc%dGeV+DlIrK#Q3B~z%Z!AhU&mI(hztx{A5s2N93zi zl(&%wKJmzKNxA-E8@=JmO-)*v*czd%g%RJ)Ra9!k9EGqGufIQR>HlZ4ITRlJQJyoG zG6l&KU6ZMQhg4T`6IKOE>WQ{$1e%nD^yAS#>yvKl)u>zEpl=@r$^>G!Cn8a$N@>`A zCey>|Ur3a5_TQdUp~tx-rQvC-X=O_E9&3k%D&udVroHAD7&1evn!4Jhqukm&8&X+Zoa<05VT+m1Sn{sq)hoVzsR#ck58=N zhzE~2f=f*z@LO|t3PblMWbiqpOE7Odcze@mDbuK?lBHbkqF{(~@6*Z3=&R8QYy)ne zYX)GzzV4F&Z53j(vw!iJ4Jg^zCKr*q!L&@LTJl;61p1{EHr!A&-H#LX7e^AlM;S!%s@L4NKyXlB?vFZusCY%~< zpVC6MaPgO2J8v9h+1*$6o?pMxveXNQ*Q7nDs)zC?s87o7OmP9}?=jl_L_&np`b}$$ zdsqXb(*!6i+(e^4#AT?&XZ41oy*6?|+{0dORxYiG3LEv8;rROBUho?Bc6WaU5ANx5 zUwgI;tu{|qAlNf6RfigUDEb`G0WUi!s;uGn zg=s3rnhjp6V&%s5&@jUuF?NSyC;pJodhLpc&huWELWyv`7rq^vSGr}>UJ+UPn-Mgn?w2wr5 zxKBgLwEB9d0XM`tps2ro?6~d{Nt(A%<4feKtH&tA78LEa`e6bF0!2&4vRq*FVay zaro-HaFm>RC3h%YA%1Z!T>P7(`Bn=YX(_b)Nvmet>*!ggamLT1HP+%@B+z8cQk^eVmV5^A8xC}=CEkn}r2lCZ5N z-}Duvd2X|E)qNDzCtxol)(Pf|YgU!H&_PV zk`wsFWrJ0p7T8A97YBpw<=YxcIBys<6*ZGc9AT65zJ1c>zAU_S9fSu~g|KS9s}b9_ z>*f5WndONjx*9icL!oJSe09a3JVBb!OVDAltO)vPz^*-!V{855nV0UkDrOoiJ!E|3 zQL_`M(+&8NRmoQ}+VkP`-rgFqAxF+MB_4!W^WuN(Xib0F|N7XiZoa{UlI&WlPKz*M z&7)tmYi9iB*+a8o#iyD3d?pn6n%$_tnZTacdyRNY&fA0p{^jGwEPM|=vE|A4{5k!1 zkIno!0=8q5oWpN@c3WtAHKjZi4P7Rq7dlZH=mjKD@ovGK>g3@;O-UKTiedWe!`9hQ zx8m(u7d*FZRx{V(3a`FcnVJg-tgmlvnc1WL1e;OMFD?k!%p&UR^w42S;5;#Gs?F~s z#jkg9*basHh1^i{#nNilrbxah24+zLgSZSue0SJf$xMfOv^7kvq(31oacuu))#%En zIyo~ZtT3GB)2LU*gMn{lmaFO5IL&sdCeO=hFMje^;rTW7+HYp7s|hKM-GKy^kN3Ob zm8j7Gd-KhSET3*JQ-gerl)>(*3@hm>NKA62pk0f5>3&+(I9T4hvhE}DO*lOKOPh-7 z_V1Aqn9)^fuE|%MCQNC(|2nE4Ntr05H26AhZ_TAyu$@}DklWjHu5vrjfMF)`pJ8^; zP)zr6h>==wo2}bHg)aat9@70QbCk)bt{P9V`34Gh_h%dWG8wE`MZAAQ?DLZJ`SewB z8$_#Ki9O5Z6-s=UwxODNSYakuFOSPCGvWf0a2T__@DGnBWbd8U*!=4aCj%R~a(eMX?{%ISJ{B6ODY^RC;u6~x%&10r1 z6#4Me7iT14!i$O>G>oQMvnSiKQ9y{O^Kg5i=u)FOOij$|SCY5Yag9I2t&~6^ z*qy`yTFs&`G&nPn?Pgw_uLOPH8qd7oAE#e{lqPH zbaX4g8}sa-fUV2G@6Dgs99b5@%Z1;Gd7pZ1xb(o`8-Ta<`#y{d>Sr*8>)$LP{}j@k zfF%9j9fM|nu>Mq0V68r-JfjIj4ID=q71Mo4j&|Ki;CIC>xpXTV{EfD{d9ynA-OnH< z4d|nvLfYgbjc{vhPd<+y(z+49{~|Ld4PIX9C&udtv>%~Qu37x}LQu;+{FZ+g zxN3GLni@z+xWks}cY9;|2~&sN8R5qRiOafcl`tJ z`i6D9m^UAL5HxsWG3d8ow;RNhA+$|C;2c}I!b?UcmNp8FCdN?AxmN-e^Mi2@j4iAI zNFV{&iA<=|_r^@KK8h+^ES-?ducXa~DRs~^nHCqe>1p+JjqML_?_GeAfe?3RqrYR2 zTrveW=u%c6RMgZ7KTzxytD{)ua$l#JaCwkVfRvo)bTHLq(mTd^UC$q#T?Umy`;A1AhMB zY?W};oBfAMGc&vOwfu0F3>PPlW6_&E^*uLt9|S|$iSA%Zp(o^YIqp?28bRiEE&Kjt zD~usMe?(P_H!_-x$D2#eJ6#UoJ&w}#Bct~H7H2&S;w7~Qjb2HxCK1GSivjJyH@6%m zJ?aT1i8RaPH?ser6&4_}V}8>v6+|)9cl*kB7@1NLreUD}3p4zNWTAScOcc2CDcorH z8#P~X0)_gX_6%Nja+tEBn@H)@din}UswgO=LryzD_R7SHo zb!n}l;aokaBFW(QV)H20?_@UYkdu^@40Wat?Rskr*+z;1p4~J5c$QuF*y+5X#p4px zhT0cJM9S+@+fUwVZ{)+ie)9DLCY-KLy^gO;b8^5*3U+6Bj2VDcrhxjgO)@(Wjn~Zb z#LCouO1`tKSC^OwQ>pd&#&uk~7#^62de6t)Je^czgp5{V`ezx$v0`)Cy`oLHB1*_Rlfvz@|bf@CnpgBFGg^uAm4hM|B=iDcRO=4aBWg^CYe zVf-XZkN9}!)#K|nGvzp{r3(EE3k1s8cOVw>o*kOOw4jsb|Da)%01boR;7Qj+$jN7M zM{;Y@ycex|=Ft*RwSl3Z+DHKBy^b^8Gi9`4&giwo1uHh*`Vwc%8%O`XHM)3RoX&hT z3*$3P%;PrM{iA}3wX2a2Fx5JdRi^OPF|;c9$&!o9!F%IdWZ!U_R{r9SOYs%BREo3L zFagOch3-x6Dr0E&AY-`yxMrp!7|<-o{YQpWUmzK7?_x__OTB1Quim$F>NR!Um8sTj zZRbZv70e8}Voc+>Mpc#UeT2K?ONMmvAtUNm9bJrH8Bo#_ulRMne7{!Yy)d0(7b)BL zC46`1787?ie{7dlmZj>acw604bI(MLOumY49yW|^)o8sJcjXcLt?f*@ICqMs+Jajq z7W#S^m=$o7e|5*sNI8@HJZ#L(!X|h3tX5PpyQsX+B>($Q=p9u31i>If+4>p)yuTO! zy|(e`AiAW=ugW*Wwq$vV|7V7+9@8-m2O_^E@|j`r@o1r;p$vLW2>^!F;Qhalm(zcc zR|kN+I2d*Bp)R{b@z2B5BAm?1DBCjipC0I@9$)_h2&H*F(#>CPhzKGrCwRF55iU2- zeg@fL|2wU49}Dy2*Hd(BP=~Cg7Q#edu4b{$dI0@5%aQD2ko%`*zwGEfRQ9PqFCvI6 zr+N@{Xh1GoD{+9&pVBV)Buwm?>J%Z^dWo#yp4tUBIx?BYa7S;$5&{Nxv_OAri5C0H zhx;oV8|B$Z%x^0Sa;v8+OH}9-|$~0kj8F}~oWEW6Es3&XWe&+jPi=)FFaL%k`4J?#E zeaBI+2{0sQuHF9?3`AotCMc122~M=ZMOYaq7OD@rkCB9g5gI3vrk|%NKqiurNXVZE z05L{2Gz_9Zo1(E}{P_D9smy+%f_9lt-}mOtf&G+EsWBPmLV_DI7sK>T z;Jx7KdsT>=ti?BJeC0|IorEtAYlmp-y~c|gr{CL{KN48DvJS=xj1{M(1_nh$yi9PK zDYWxJWnP?f3)%AyTS*fSnE1Jd&DMRgOl$ADH%eH=Q$72 z--AZ|*%TuF+}M=_*}#fAl=UNhALmgvhJs(sU&*=6Wj0Wzp?7V{=>bsukDkZT=k2?R zrWlQN2SCL2n&3u)bt=={AG#99prIjdUA_3JO?&N&uR2;8fj0jKr>dB{nc3>jBngY*NTcUV-%8}P2y$ zngrYsx62rbcM;gQEtn(*H~a;%-V{{081-c6Mw(u*+G3wrJHD37^h0{5Njjl!;TZp{ z;TLsJk#JUcP8MC+-oKFYjzb*imJlrcWgNjMkCOFkM?H=vORcJ+pJh{bEWp1tIX&3)*KfWUnQhU=DxtM)^_!46TZ~vxy^|y6EQgFpLj%?Mge!kA z%Q5y_KLGb>K@TPtYFzq=)x_**xsjFN66RBE$y_^Q=kNWUis{~qi=fla{TCT~x}_Y% zNoyqy4D%1WU#_~G+XclAgtg0V7fb}aW$%&>5a9Xr)MTPYaO3dU4GPKwzP+zpYBsKk zAkxa!I?@6?mW+kPw7cE0(pwhndL0Qmg=T#tW8BRP`Lam82LELK7iGxL6OM8TZ4N!# zUSpmpb30U67>y2SkGSKNV8ua%rI3s<0t`FE;bMI>=vqf{#gSeu^!s~PtV?S^h*J|v zh0KROzLEtc?RitBxIU&RT=qHnU@dd$-RAUFI|f^95P*L4NDDqb?~EGNtns^0zB>pQ z+#chrT;j!T&p0$xbiHfcOus<>#_#SaumYQwFOsSuFry9Gmb0~+yCyth6%{pRTzXaN zb19>z-#YiuR?y#59PpAEM9c@=S8zN>L=f)c3=}D!Hmcnp3sOU+HVOpzKD}9>OLICu zHMzwapVe}oS?0-9?rM(lB^Qv%#O1xNX_%=-dc$F-D6%Q(rTsIlC`JKHBE_Ja{ixxrvVR) zP#yP48l?V#!%s32$%3qDb&9AeOd|Z`t&bp}JLZ^&6gF-OWg!|>zpMm7IYL5~l`o29Xl>8&R3y-dtn}ce&_muY zsilfr6Se{~rsEwGjE9p{T?EmsK+R$e;9CRqU=UNg?yvyg>f0=0e}U{|_G=oIRsy9Z z#p7ElArk=iK$<0}m>qF;uoLa%$_FhpZ!K-A^Hh06>dK`Jtn(rOs6VK!2fU%XQl^bXT>JNOt;>yque3>2R?eU?%we+|cabLy=DwPXL0E{(TyEHx z(~p_+bJKQlvJ{K5m~$gT*EHO&@$sOiYyf%KnCrkMA`>0ZhkVqm^wszeUQnGEqhN z-)=#7wILDkyInGPQGej}md4TW%T0lMd17VgKtp_6g(+Wh3_h+Hc@{kevZD(z?8gj- zH)fI#AE7ext5W0eM#-BqF`L`gxWD*P&^!9Hw!vLUe{y>L=9Pcr zZD)=>oZhdlo~3QJ|BkKA*LDY`okqB_qAL|XQIZV*Rg_r|c~avHY+Hzoj;@XKYU=Hk zJ77l%ZjrW=l_1Ba?IpU6%NnP9 zwNRb{U^FEXIzz@|Vt^rIzm(_^eTgNT-|6)4uIg;Qt;Q3^b|$_d%K;o$tJi}H?Q${{ zR8xGk_>uW|j-h6P=N1`Q0rHxJneFf=PRYc2<(0SSBpmg!S~m{$ZuaQ{i%g(#yF|*m zbXBi7ElhXTx^UoWn)^O>lx@r^R8RVI$G&UxVg#tooBcyN31^#M{g4R9htf)xiVV2G z4$ZYWwdV*GHTso;>RIO^p1mDjL8eah4605jX=ro@1s0B^2P9)8#J9FP4R*%2gbv*G zH8nL!{4SNDprB~!=+?tY{nxgJlGWo*0E#p4e^DF)AIi_6c(SgkzA~`B6q143XtoyJ zEel3A%MsafUawE~u?XD6$4;iC>woWJhG0RY{TNMhO;8ZCSZo^;W)6_wigG2ssHFZW zmzS#;FgV1E0pgim)|}B%*rbAT=gEpe6A>2?>$lIlLiN0jubD57HxS%t*1=4Z*+qrn zca}3M5O9jwk(x#c@^*Hpd-4{~F`aUj)mRXoo~YlAC1JbfN zF9TlGIJ~%Hv#s>PIHFw1Dm9cdmIgxdRo*w@=ZZac)P-@P#b!qVo@{gNyF@BxNbMqg z@=)JovFyaOx;U1r$H+Ts#u9_M`o>1f$s%b`r)LWMD3Eh!WmV6e zlB(EAtIFqJ+YHkVN!v*N4}if{-f!mcc!T_iM%MNDgtB|AP4?=i^3MIMjLU00O#f~( z({$_EA6HJLQGazo8Bo?$=byo^(dlj8Tq%a@smM=PP;kuqr}#INuir_--#f+JogUK< z=+V*6P20GSt6uQ=xKZ;vdIA~Irrit@ZCP-2)ItYrodMT^5#-qpq@v-^!FCpwu0|&d z3^FnOZU7&;xoq->r^$y)lutOX9Pujlb0VaJhp$>GDc@Uj`{XPPff=vm80_&gOKZ0a%HU37`+9k6k5YC!nS zwmw-@>2#pd@egwzsdsG-O@p9_o`oKYWfe)RWG^V*`Zrtowt)60U>iM-m$l8eh84=z zYCS$b^7WxX-ae~PZ^lt3*t1KwH{J`OVQGBMeouK4?)5}=cH+H2>+1J9rc|O!B=-1~ z75Vw1_wtkxWFNG@Ca(i0oA<-zvvIoYg^kw

DPPgMyN+*mK0C7<+r4G%~YS6MU5? z(}qVS=8BOZbN!<7%9=6qt?Hb-oU>BYj!fg1px3oVEN1;4N&3B-Jz+yxoX$--YipZ- zP%*_KG=8v3fveLoBqCnYziGBn!GQmPjVo$R(KxVJ02Sf%ofmCTySPZqn*4l)I%?yR zHg+S6CtYEu|7+uL3kquA%wWz2KeSIkh2D?JSq&?3gbj?A+K_bvB%>uUms=Cx;J$-WWthu?$8Y_*{yqjo1Q*ya5* z7A=|=b~8`y$NSPiaH{pC@iZEL>bfLen|g!zVeNs>_$KXVpBTlfgvVhr_95ZUk71!R z>&tXoaMqa@kR=TK)g|q#WFeQ~wzdYG$Sjbl?q&DfMBL(^-_Vq{RH$o)0y!HAL^5R* zrQYJo9C#TPev_z*0jzX2Pw<(jV30!SZqYSuoy@b&wLqFee*uu4s}`8m_wfHtg6^)@ zISmXD=lDw1j6ESH{~#wDS`f=8VN69TB#brPtBG`7i}4it5m22{Pc1fg*8``0O6=9F zu`TsSm5GXVL^|P%LpC@0l7_f*SN~8$p-+xR3xaKN))NJ-_>nrr>yLLApu~J&-)T>c zSCI6Q=V*B;Q9Y^ua&$_XQLb{%9ahBXPo4-esUT4x$dFxt)QmQ9#W4QxP-a3De5sID|{b}V8J-qCXVKXNZM*w@B6Pja8ltW_hpppqA}g#ODcO;%4* zKe4^ppNWPi@q_?PUUqh`Y(sug(YX(zN^~H~#QLR&Guf)0@y0~0ub-g);>P5Buiu67 ztq-6b&vMt6_{b`p$xXQUfH|T{w^sm#tX1$weJ9gKB^m%_V zkpL%Fv_yRPpm0IUQ-q{xt5u>zHO<`_2<>kwwY17^WC#k@f7MM&5F6vAE1Ng>WbrU| z*eWXdarQeNGJ?dN*;wFVab$L<@5{W~BhlpPv^n5>oj!FwyW^&h6cH5ZC7|oi=mz21 z203qf1faV9A%_5?4MAAc>ODyPq^i}x_N&x3QFj5nE`K6v@1Uc;{=n7s0NVK5QA$zv zZ;I=a0qJx=ruuJESmCUP{rm&_DY&k(*>;WztdcS!-p#)-dM3U&tGQX%JLVx-J?DlE zyO;XK>v8xCB;!LQ3*WJ_CW5_1Nx6pgVtZxEH9u{2sc)N2Aq`}k`aaMwe_S*Rf@miR z4xjs6h*p#vcn3}P98W(^WBT^>iw4zCQ~U9OJ8YvcP2`<~QJbYlS%ac{J5ELJnzjGJC>tzIWSYN*?ugm4Vzl36B^yJgXt_m zA>~ArBD0vnYmln0a%VGBS2JYKJJw8*W?O%>wN_rQVSHqeE$rNVRpv8?Q>@bc z;~%l}MZMIo%P!S-Z-SoxNB%DIj*U;mzv@*b?i8FKzR)xZNJp0KN66a0dGp2?NQAGs z^ez*D+5i8bKoxhZ{ryKwv`QZlX(k3@Xug%t^yj{2`|;pW zt5uVd{_CDDXGDUg$_+1PK|QLAw&JCOe`UIGVVQTa*9>a{2$pP z!L(6DkE`#o?fypPO`xA{R^EpF?#3$l4_2`?qSb2 z%jZy)8J3^e^71wgZ={l4E4SAh7IVt0x=GpnBX4I?w%7aAQ^PkG>$W!_j{Q+X+|vr; zA8Zn%p;ZQr<2B;;kmL`aIr86)z7Nk1{`$(U?|uuD?eJWL1-#OG%_>SNs(xOkKB|!F z<6A`ddT97b)YHeYT~?ia!^)lA-9gZA80hk1@EUv;K;FL8>De za5g~Q&ZLh@fZt?rN{ae_3MdBVd5k>YOH{$fd!LhJ5NOpnlM4roK>$>7U{!GG^j|L% zA8bM@8V`r<`350jbo{%m3+`s0#gUbrf!Sp1J+=OjW@$9#aqr8{&x@%M(CMzSvVCuP zf}lY#n7*P2YEQpKzP>aPGxql$D;t7HU|(UHwBm4ubDL;c-U~O~I`{Djw#v9h)#@~Q zljp(*6G@sBdRR)hjpMawfOWsxyIWgYgYKt$U9X{TjWTnob5w)72OI{Ir$UP3fJ!Cqb4+RY zKB+Lhq>*tB9vH|4v`LMu6Z=J;@&_>oztCaaXI=ydbs-;Zki+CqNxUOQMviE)b$CDB zCk1M3+WTjZICfIm=1)T|oWycDwLD$(j^bfMjRixU`8Dv-bMdi_(fr(AVusw~^X9kb z{ZwB+G#d4KFP?Hos<4>lzf^!&RuY6r*cp8`qej#623X=~+j!D<1o9!7 z)zIq#REZ0VI~%v5Etm_MG9jxqm)N+jn+qp+`@?zCN9amqSt#8L-LXMIP@ow=hY7MN z+!0Oi@a3J1$WTk|f#;{yR?dHYhkJX!DB}4=KYm1zEKCGDDZx6IM4R1^#ibfS-WY#} zIP45YIl-J?gOO#LhyQpD%740`gdDn_9vN|8tG3&xHoq!qAdl@(*z3G^6h1!n_fMGG zi;}drZQ%Be5bk?nHVv%B(V%F|Hl|=5jgsK?fGoq@B+sR@=GwRcidcJ=^>@UqgW# z9SX`!QUjjvN*8%RbBZiqqq)p`I+cg9W;K#{`GTeqp34LB?d`gD;uwk33+(w@w)D51 z1Y5BY;M0M~yKWdf%2C2zEYD6E(17Ut()PGX6yX)Pu_1m~_v{vL@VP>^?x^}=khG}d zo)CfrBXx};uk2`gf@ zFr^JV+_CfhO)(9;eA7X~`3pUvNl`;hL1bDF>+DyYsTJ`8812QhW6wI0&Ta~X-m6o% zf$g2y#Vn1^^c-M8N34lYVQ zsuZg@12kv?th9%CzTHIQv|m&+7ZZj^65ar-*`Gj8_!m}Q-& z$vy7!B8Pb`+$S&3CDb)z(bY6ycz8bMzmH<%yFL*=H%ah1TU=bC+sQK)Dr!Dwr^0%U zfS&g?&krppVgbVHh4JZ!tZ>dM3jZ5J;7A<%?noSFzkTUmng@M46u<7E;`V)0WTf=; zTjmaYGbBGWQ-6R$H`8nnRxP1i!Nwq}7bUBkhODs3EZ6+77p^LKvn~R5)a{zqew6;E zk6rpy`RobLW6HpKaici1TQCpsx2C6j5Aeeh&PPS_lL84nP#Su;++4dn@0_^lS#W>_ z(boE+Kbxg(iuLw?1dsXYS~tYuN_!@VteA3Y8r}<)rP91_sq2?7-umdz+KbxfN?ZNy zvPcI1kv>KrnULn=BJ9Pz*!gFhaXM9j*LM;{Y$b$0BVAbqkBb?ih3h+qs`kh@oj48M zRuXpi{M&iwB+D^Tc0y-DHkj2pgUU~4^xKzo9?wk>fv=oNfM*e-oc(M%Bl(g-i6O?^ z5U-sKZGz9|lRJGL9sNPh6?gv+-8g}Oce>`U5 zM89DdXPY@+g?#j)5K~Bn6Ge(Uv!~318Q5Z-?o)znr|Y`jto4xGata7OkHa-kN4Y(q zaKfJ*c|-$sx-V4y^XgF}a~>Q9ua&Pi%dTjE#<|>62B%MyfuW!H0WKE}rw1C%@=Baq zaH0=d_Rd`0;d|)Czi*}*K3j5c83u*+u6K!QZ>;ma&cpQ9h_I(Fb9fR-Njq3?9~cU( zdX{`B^;`YJWy~MMEuI!?_0k22WtB0m{k%6{x*zH>$G^t`%xHGZ4?cQ9+_PGDkMoh~ zt@ctIkMFz85mD&BZT4va$xf+Jp7QMG8Qj7}^-1L}@TG-?s6NF(ddbZ)G~ZYwnPN96 zb4PY2|7Gcn0_R7r)W7mS|II>mlUnY8h$F_k07=IOX8_5e&Ls+Bt#Q?V^KjvP+*dLL z{<$ZfV+S8D5R|>(%e8bIHppC56ZRLaph@I{#stpMRAoI@X_A_&cXi~IpfT& zaEp!uo^!BdvtX#WehOB&tG6(qeO&u(;wal!HhB2FY*TIKtl{Jcb;QpYIZVr&M~e{} z>aRn-N8`sC<%iiB1JS&>zwh?4rp-!mojrfwg|Su3{2%%OF*NYGj?3RcM2i6zq=rRw zbiTT0fuUb#bq*h!8=S%pq} znl4@Yvx?@wW@&3Vft-)V+Tpg9STT2ya4&c;utYk@NZ}%5u$c>fAO4u3j>Q3^1tx!T z?)mAVB8$tYD-dzhawL5s;>+qSd+2{}81J}T&#y>B(GUnIevzj?0w@p~Iy>n2GC`Y= ziHx)e7LgoqaSPqP2N+DO7-}YYa>J$S^k&x@is~YXjJ*wIbhdUokAm%5X#PMb|K#&D z&DlM#q7tOlBL4@Qhuf)G?NKg~#1v;yKDW`acaAv7YImO75Z{K}+Y=qJxT{~4M~`3q zska%qvi+;>aoYJB>UTv-=GwE09;pBE3XqVddJqN<9eY>auZa(XmDFcJ`p~FP5ACwd zod(z$QRy}2aBp}TY_;&w(Ysz>e9mA&^!sR7B;16rI_&sFrJ z;?YN6o3&iaHx%AQO+)Q|e0K5(A3f}t0K{{t<7x+3B#`1GpUs=Pwr14wsao)z^J1O# z_D(z4{1t0<6)Uew7ibtekv_Oiku0rf7*F=?-yeS_d#F;*U-cufp?c}h_+hn{%6E4d zw|}A392~9$9VcsgA8T#sAc9NA`YPm|+Q%1EKDO!o%D9AT(YbKk*A!3>s~<9q6>yRv zwUMDhl#O>+R@y)hZe})o*B$v z)nuiqB7Gg{p0HvEo3?ZeNk~Y5k`OkOOf!c++}PO2%r(~>ne@hy@~aGZ`N>?C5rJK2 zJUl+i^u+%b%^^EFP|_Nco;J}^i1@-LXHsA5bFM2ozkc$cHJ=T*hAgnk-|TwlM#M4? z_oacTp|3a}Gsf*S2Hq|?z_fW-`I|c$k>xJ+5~dmgR3fT}r>$CQlmn+`L3q7LK4y~} zZ}=9tx?x1}R)g1H@2)sK>NBkw9eEV#*Ji58QKT69L)FFnsfFaPUx&eF+F^Aro^Qmr zE`QSM+^uE3oq4BT(#N(s?HiN@3POdQW z0gdJdKh?!B#GJ6F8df%;d?%3r7tO?)|oKA~*yF%mcTSFZEORoM zNxhfiMYBQaGJLul1SHC z@P$9#-am#v_$cQMZ+09A&0!J{L@wA_fJH+f)LlK`1@6{a@ldwO*V2RYks+iuj~((I zwxt;lr<+|C8z$Om^j5eI0+_T+YL{6|D^AogFxlesy3s;HLe9j!74qi?^P2@&!t(mj zz4E88@sXJ^uZN>XP*+vcq0{JKFFU0R7Ab(&0S^y6H~I&-c0pL52cs6L>Ykx8kDxDC zB1&baPn|D$2h&5;yGs`rY)m;Z5{0$9V?50Hv+M?!6+8*5W<~)f*XrBr&~`~&>R*hA zil*|uzoU1RkZ!XsY-u5sS;%}pA-0sK_Wq;vuWeDiqu-rAF~~jL>ar`_m?oT59C@MY zg|oB-thFEF9CTzR*rn-k*H8{prXz zSkz!SfzT<4up}iYx%bS2)kfkD4pmp~>p@wOD{6>qb4fWhkz(OA#%$Xghs&{h-%|J7 z7^fhQxSbF>^4F1l9toCxpE4J-BrONakVkM6k2_RuHtx&A(-M^yp-W4S=&W>z%ilu6 zYcdkc7IHuAqxVnDmo>S&;X}Z4Q6(l@@LA?FaW`2J@Khk#@KJ?Yy4PJLWMx(AHo6?n z*SMJK@-@Ep#cdWjZ#WGY8{A&NX6|XE0?!nm!v-4~4jE!?T(K`euw{46zZZ<&SNpI^l`Rz-6@WWzUOuoWrUL>J6_3{&KstTyFBqKK^!QJE zoAP`!+Az?+6z=@ulMCqa%*7OHV^=-GmFs^^wo~XZ^`i~=)e&}!Gu*RTQ*{DP4lpe! zDB{H$2_8)G7c@4c{nl@{C5(JNF;FK8Y4$BmYkxy}Z7IrL#1IK=!%_&jm6=!r59H+Z zbS($F5FZ#r)O$>>%D1NE1M~cjvgj~y$oO60sSQf-g5lAAx@^nD419I1J-+rZbyvgp z*WoCQzKn^8wA8#-=i!Q5VX;QJ%%OUEoD2V9#*WS5u-U&8^Zz8~tgH4}ft~{L_-4SJ z`8MNz;-NF!JUI^crhtoAz6`>j1B~?vr|(KP3<2Tz5Sy=BTCGH%DK%v0r$kFw+Un}s zYxMKSg<6=p-qdJ44SlM8c{-*I-Oo2JFoU?@zxm&MCqtBL!))AZS1~6iQK-zCs2%Pb z_z#4WBR1Ak6TwRZVbBSm=7VQDx?ihQnGF>rCB0f(yg!+5KD}*bTx)=KeO zt9YmX)82Bkt7+y+ft3uH(rdJ0`m%i^`-+$$5m3FOe*J0$|N1#pf~B7)dbqIO$?iVo z9UEUYRZFP@ynY6oBDJ7c2g?+a3DD&hnPzY(()I%@<6FKx#C-iedl;rF$_K(Y1!$-} zewMsCDFxfd$4Ag%VGL9nZ0r;~-g-?g-`sMKqeWKd4e>f1#@CA9i2?}@2TjOZtC`11 z#*_!YWtPZO6JIvw0h+Xvn(2R#=|2gUgWm1(GvGsor*W*==)lPzuQ6!-2<-5Cz$DOC zE*u1@#{FqJ+td`vLSuj-A``HM{QC7V$M0JExbww-wn~3#-l7rzs}8ufM|Q~LNHRra zhUtYx%=$6`F~U#m?`Q_DW8+eW{L1J$b-UoO>2JTu z8WJU7re=eNw2_J0mzzGgpFcd7*?43ASUHBt9ruO2*>wJ&Drf%ti!qCunvbIuNGy4R zeNCV;qCm6SfYz1{{&g!#n?BhK>X{e>u72A{6Np&9t#%>v`*$;^y~hldAtg*oo|5~;@Jd^e|IrIe;hKo#(FCcv4rBG1q?WibQN zjoSHne1X#ZM9pTYrx&V?8=sjSSlY6Df9&DQ?vp;_4#}&J?)NY+InC1XBgFqfVdI;c z(|v;i2XF5#sb5M@fXC*`N^6szltS(ZP81UIRL>nu*i=^!yO>Hceb`K* zWz$8NwFW6=gmqNSzi*>qpMB9h+8CdfTkv9@NwOSc*yCFGJ2Ux%D5hB0L4=VckGjbc!%C%KL|a6o3v-VDxxqW0HiKUSlm;Qmleo_B5^L+N5+#+#K0#V{(} z(X08K$a-cs+EyMPFA5255aRq^_y7v;TE>e$j+flLO1^w@BywJg(-Y3mO}b z#@KQ$3e*8OJ4f1J>Y5RT0T~ZLYj4MN>D=jCW)$}?UA2Y*nt6h4cbh+dd8v_8B}Ila z^c0RN4bsY3K`Ac^czH8J_}mhSi%U1%^OE6$sVMCeB}JID zuExqyJ{d{}DXh=#Uo}j$pTVxs6VtC(TE-n7Jequ$)kxn&4e{SX&GofE4bpar*4zzQ zax{PF2(sDWizgv9=SVpDZkl;1@q1@b<0?k&5}F0G1l-(6F<`ocgmUwXe%$@ia66n& z><*?PNR`jz#CZF5sSkICSTQy#ReyR87K5?Ux zj1w85vS;>4DjAuPk`W2XCVOO*ku7^BbR!PgvbPZD*t27YI7U{+tvv5<{qEDdI zOnPPmwiqlJNb|y<{~^Y8%=^rPHow@H5V<;2?vUaSK_L)!m<-66%%|T%sqgROlt%@o zGw)U~sWT@}lHfape?T;|lfY3{EA;w88m*cW(txZbO5=OzLQOqI#9F+Ik}f~)%$ff7B!v#f zqa6mm&cBOoIO93?UWO^7$&3TT8s9vUPpY9oK>)E7aXjupUNt4h5K5Qr{A@l9I>o=FCn}#V<~R-HI4=4%&Rti zvasfsG6kOpfop@{eWOXgP700Fe^+xsEI3}Uw7;3FtnrJ`uedMq<^2;C1IzLkR~i?y*aWnr4VcLkOmo@5Rg4)Xrc9(c zT2$zNieiZ>D-+Sv)8jL!EYP`o3KM;W^eQCdol;XTE0~{-jpC$^HPH2Wt;(BJ$DGAU zbjik-2)kxO?ZwD&usqme0kaAZOhp%;?RT0Dh={Y2SxGzZCp9&t1ZqFg7q8WLq-bB- z*ZqjP*Y^DyclFEsh54DR>?Ok(lG*g(lc*($qD3bx77Lxxgpl5avK+$knLx`h?4XU- zov7xIs@yUQFJjcf#yeZ;Sk7XjWuE0e z`gK(y&-rib#EtK})n#3)(UvlmpR(VfdgN=yjnWA}SZEGcyi}RJv@|WMB)w}N_|#en z7^Z$5h-Kzs^8BKrqAE70A*vXw85YOzq@Jjdn<@NGu&79)Gku-M>Jqtk*(SNQ8MvXq zSs5a(i*;_JK|3!q)Ix}_9I+zrw$W2nBE?72F8gRUX}8D(sa{`fvc5ZW!v8x>;6$EsJMGO_)IWM!g)7s0v4KM!}?Iyxi@Zwik_ zAgyT0J3H!3(lS)B+-ILI*+E7;M1!tx$h=Dw;Rqo3zPo;>C>?D{caWgoD+psLz?|7h zfsIhu@cNSFq8aT`^7`GESitQn%h1mXbh`>D1%xImTNT4Aq@Ux8w1~X9tzpztGGA7# zOYZJT!IA$Z>iw{tx^05m?gONdP>9)O}J` z-@NR(2>uyKf5&Pt-9~#KW+W6N7!-gq_D{_uMtdUYM$W>Y)@_smHMQ)_y(6?=aO1JR z^UD5TDo+MGZ*+=YSP}^fzQcPXkMcaFU2Q4UN6;CkiU*Bz3nn|_#9m%@6SDgOY~ru( z6eE26*U+htU?^TC+XP|ponqJ#Ei;;?7%1TCp8__L<0>+_8jt?%4>LL9xhjwi zK;(oXBO}es%!*CgPpNTeYp1entNw0sP|J~vWcCV=8+uFlS9G*J74?zXZuTo-3DGAM z*csO|x%@veimtvotXwMmKC$Gg*WLCcIf(WJ%)qv?-~*g!LI_7`0k&|cCHeiSf}8M1&W6Ku))$jZmxy%*Ppl$(}VZWX#-hAFW+ z8B(zdJz@2p$bDys=C0T)O}I;nR!Hf{hbds2qb)UoPxic&BO3uI%zW+3yrpgvt)`9~ zmcPKiJF+ekhK9u!mz`#nwqh3$m`s`AOEzyxkW{|*+<{2Z{sXD%- zU0$p1F7s5+mi-MK>O{-ut7~h?aNK_U`0;mkc8S$6Pmj41?6}i8fHO3v;&>_7Bkq`3 zUt(6i)$0L)4Q5XL^2rHzp6e6Rm4^1eN8xA}$A=d0-4LKkv^<5IoTP{B3G`lzJjH$o z8LaMWjww`Iv8x>I7Cj4~)Bt@r!K@bF#%5_w7~HY5Dl<#re$t<6FyU!jWa)FE0OLq! zn#^&DmDLaFa`8g~PT=d~sJxv+KHgk?lABxk;^K_1qvMavd(s0Hc(?uia4X~`LaC;y z8$VE;%AbVQRn5%UV9tZc7^tY2u6dS+@W&9sFE4X(Nw&X8BIV+fiBOzZcOG)YO&*HE zQN$$e98pKIEfHMdx(mx{#`6v+M0VCE8U288{B=^&SUE`-ST>Bj>knCkkoC8@HKW+)32HLcp%>*=V|Bbi}H$!CgQ1jz_v_JPp@t}pbnN5 z$APOq*Q+@?(0)sM|TqvB|w0F7HaA-^n zwa>4Er&7yRCz0JHewrI8dDX3T(CNx#&97kn$vTFLF3~%oXUtvSL^lMAKP6R~%8IcR z0G=-J?RPXaDG^NjvaillaZ*jR(UB~fEjoZpyZVmY(uM zMa4yZ2Ai-IP{8{elG!j>93_{PANEW-B|)gztMzfvPcLf&g@U z`0xRe!+{W#k?6h%@4-a0Uoz4fhaShWdma_ za#<;|ZFDpd3c#;`2o1vM0R6&6xbgX0bu=7mtnBQ8ApBzrI#e)Hi=?EM2eQvppy-oR zsmr*wHmKId=-=KfqTEAFE=r%DN-2spA&wO>Xu`tTWF|zp?t=Q|!B5jYg3{8`96Kaz z#+ne;5#V@~l^yul3QUkGbVlwk!o$f$Q$qD`Lzbu9emWie^3cJag^pWn)-;e0im9H~(z}7+bQWL1cx?;~f z!Mkk3xO#MIs`T_YDHm@A^)+~VacHDLqDl!=2x*QFdVQ0`tP{j0;G@by>ZKZ3#Rwpc zXF68=SS?jN0u&oJ_ojWf+i3252kpy|nwKj7E@^J_;Y{7uXI_N7bp%9h@gz+!u!m>| zt7OLjGvy{EgyB4~FflQ?!+41YXa*EIK_`o(%L+>IUB9OdBvxcL+i1ucM9E;^e(p{8 z=Dzir(CmKwpA~%}>dun37>pxT`u!(!7Wyw8&ivV!&Q4JjIH^C6Q|m?Wp?@9;rvKx| zXLLBG(ztn?d{nULK06{ zn8IKVv4b;k0TtM3bxI4FL&bWqO0gf$aWv) za)knI!~DiZl$@4#0!E#_S&IurOiVnslZM4&C3bv23)=;`Op#j$q?*2wXl1x*v=q^X zDOP+xEo~i&i@V54|DW@RLuPFL>}<~&73s$oD zh94W#j~40(iAe69zi#>|T(P`v9VTe+7azQFo62+50GhZmb4&|JFexc1A*n97B@A72 zHPJ~)hz1@R1%+bnU_Wrv8+q^ECnvd8v8~@y4_beMWT#HGV6l-PS6BkK%c`RY2p%D0 z259ixP#z6r>h0N7i=qIAq%vRgoca1S0HkA(f_|>Xn|xPnmO>a0PU7m-TE)`+L-#e% zJQ{edDY#U;Ek@~qp813d~ z-lBV6Q?PIjb8ROF5`o3Tu?SMC)J#lj!1jrLbJcdD z+;Mx#YolJV^zab5NZsQ{peU_#)dx7c3V`DCK3b;)7^egbYudc`CP#0Nj6^_r%cMjX z;S=Z7NHbo?RU@Jubw^v>Vpv=3o+I=Qf$-6*2amkt0Y1Qt09_Ep1r;z++4IK-ODs_N zM_TnHoxf2ci--K{h+?rf0~KlDzDO3cruF)<`gnU0b3Q^bh@4*T@#Du8+X&a*66^X@eJvqh`Lzvb_BzkR^l&X{(MJ%z zIyW{&toyKR+=lk&&!6pZ+G+w-yc>tOaOxVcu&4kjF40}VKzh3y_@zAjw5v-eRhnn1*PflU%Sr&m;k#q7R9)TO^KBtC_p#4hT=?nE(95`A z0a+MWO7SX;%L07F%OWDNNJUuE6)dm2r{_S4sgjZBGCSC0hUS*T&HuqZJ82Xi5&{}M z!tURV@g;D@0E~}=&o)gmu!nT+GdH)QXAhm~6XAp>B_%oT-N@9u;{JVxXQO$2vbH;d zba|sZ8z=I5ol$eXo|lU&0}^xPc9SW!8x6Iedovf?;O=bh?QsH^6LK9uERUz7a>vW^ z_lUhvl-m)YTQ<_2294*xKB*OxRo3$EHcOK7H%` ziInBJ=33R_b3x!B2_Lulu(Poa2q7Mux3W>rjuRmO&mqz))5`x5CkG^BXeK%;s%C(x z5G}p|vFZf~Nix8IrAa<(Sv=8NiR9S%07wM~lij_0cOPmW-L@YmKYsz+;?<6$Xzz)vl`y-`3_9R2$B4Jc|BO@EiZo9Kc~7U}RTa9Y9w7H0NZ6`F#Y zi}|GRPtWy*_AoknahvmiE6t(hVi;>Huyy|cXtaNu@xt^{{>KEFY$VNErF*uzkiu+5C+e;Bda6z`&5Rvilhp z!pR@-Oqewza1`3l=R!COuBT$mOTb?YbI?aIh~?u-VE07vZTG_3FM&-{-Pzlto1dRA z!ZUHiDu)LLQ$FoYw>8BxL;}5QKL(?Y_?_RDD)C9(;R+ftQgCAMqDAaDrTp8%zW^i_ zbbxuVjyHRl*tlk8o4*~N8V*7Ln_!~me2@Qm1khDW#`)W8_iud{g|1(Jgi=_(4idi? z+5w&hzdFl8D`AJ@^7QZsfomAE%LE06bC)k&YJ-D}FL~S=6f#-kLIZA*7pS{b$xolA z>4;z){f0+J@*7kJ`<KT9rA5 zL5Ph_es#3yk!h--HDDSR!~x6!Xl@S(Aby6dZen7hq~!n`KFNBNJ2Xqu^b@(zl`ERK zO50TTnI^&#h_FoF%6g}moD_>e);lOD)Su)GHC)hkh_dkb6(RmLBY{T^4~MKO<^XlH zjg9F(JKR~$LZi_YDbMEGLIBG&SX?*;bREVMuW|$n*H%>p<17yzog22QaEH`cj=o%k z4793dg@uJxL5GUtUg7)qozjaFF2D8~kIzZiPOt$LUa*jm&>UD3u8HyS5b*UDq3lDU zaAtIHC8n?3p|rXQ;DeU*EHfW?_fT+0SzJ@+_wJ&yNnMPMGxl3f3*Or|RIQJK0n?GE zmsowk>dj@|desJdhAbYyH7Y|x!*+=BgQ4Pk4%+tZgd`<(`2++i)8`>)jb&Qk#2lFQf(~I3 zk@jcvpF$vumsM6)1{2t3=)s|f=OygY#^ArH_`1QqIBvAU?QHk?c^Cpc@mV_PbGL5Y zYF~QmYt)0m*vg0D71h+j$IuT1``gTL7&w!rYv5D^h6L?~WHZVRsLY1FP8APG7a z7>{?HfAHZUchIX>VGI$9t9_aN`;fMgC~bFnm;X;CNP8mZm6*k)uuQlKJhK)p0^bgDUhQD5@9X-eircmUUaP>Bto*9Pzhn)~(%p;T|AXV{fpPcW uKuK{i2Ai`7)KEfib_N+>2vVe@bO<02kdBH3 zsY(e&ib^MR2ohTEo0;9&x#!N_b9ZO=k3Hv}11FsD4OLa z;t1;M6>S7!j~D_$m%M);ymL4a^%`E}Fe-)^9keaR+sfSraoq~z>V(EP+28!u%f{Wq z9_=C_A}1m)^zCg7#??b!RMh#m2Sm{BcB0*<7Pw%L1Flz%JP-&bE7~_*j&im=0>R~s zx^hw1Cux2-&{cQhbHy^+yqVWh`g7($JMr77yrWmNp1ILE#;~8eB4BN7qi(Nzt$?@u z=r^c|iSysSI;?U~MLYK(`(-VKn=E1pj}EfjZ1~=I?-gM_!=Wn-(ccL9Ds^(Que)&x zq*tRB);8Ocp1OC`P7V394unMy^R$%+sll}N9ax+@0Iy}Nbo2v6Gs)d_rtIMsgeKA^nU%oszN#m8L#ydgY(Z- zP9-aSgSq21dUv48GruX4Q#7tMv$$BSc6+6jjv(CHl_cl!BtAYTKAz22kt1;F6$71h z1iM03L4nY~yw_U-!Et5$oxIzZD-H3%+hd$nyPG5yc6MAw1~&@}3!XYahq&XCJM3+# zk)oI@SX86^b;u*qrFy=+G=i0d#eSf~#<Qr* zTT@xj$mnT8LIURNu(#m(^Qw-0g)!We0A%&4L4|H4|zYp!29(kM1FQ!UPcSYT8|CYtb|f;Zl9j=RdPt+a|derXIH ztPifgrlyAXn9|71%DRS)6}2dI8*8#({_+;;NPwST%i8*Ritpqp6%`fx=AXIp3JZx? z9yQwGA03ie=8(r+H7_#Yh$PgDiil{~+uP^mo0{M2>KZV#k+#PH=D(wzOQM z#xDj_w;n%!yb_7h)a<)U&#?BE)uPOI{?Vg-lz_TBP=grFi$~as`UFw#vS;bG*cn5p z@qHw{OP4M+EH^h_CC_x9w^TQo+L)E<&^0v7dHGV78vEqQ+Nd(X`#q0mq9zy1i4%Ov z%A-`r)K1k##BhA*qST(FiWh6?$1w6dC@Co^x-CZshiyWVMz({aBYlL7j0_2Oiq3ja zo?uYq#+%sATRqHC3@5k1pFtt*6-uvdzT8m)O?amaX%^A&L0jR?R%)D2z`fLZv8-)s8Sy_?v zTf6-*Bt%d`LZ>xWc$G6UEUfzsx+Z;S$n*#&(sXB&+zrUs*e``Z{LKB(DAvYvo%_VME1>w@~7J@`KsVaF4*9Nlp)#R@00$=kq2R2{JmLcLX-) z0f+Z5Z1R%+zDRqIf@+pkGF|*5h5wEJ0uIh7E`>t5$g}?Xw||m}{tjRKhrE4{Lrhp$ zI6=w39H@kanfW;Y%VBq$QX;nU5z){x}YeEFSprD#p zwb}CWGOc0>={0AF>Po*HGEVlJ zSoYbD3=Ip@F*Z(s<#MBd#2-gSekFu)1N#FWV8JErBxy;>=Bd?hoDhgK|Hp^d57>1i z@dGzpyuXkC+__6|5`J?p2v1^Scu*^TwOHLouVU_9S@K@7H=YcmOQ9$CB^Nqnf&@|Yat?uIqX$&&&K3MLxaI#^vD zo#%~>SEyqS4i1t|{bDF=_l&NyvvY%QVq&7_T)#MVtn*gs0DRs1+dM3SD4DO{&}*JK zb}Sv(4W;ewUIL8S(%QO12t=j|2ntSkRr8=+Doi{*J%I;TA_r=GON~uTVq#-Y&hdkc zd9!ziu??gMx!*c6H<-G6`ogUry%tAsJZiDiDgFyl+^~52*`8eEV#~WCmE*^G&YyQ& zpBsQOND#BS$8Ep#=~WeFGEvH=zP<^vZeQdA_kb+Gpf57TPqfC-{-z2} zRL{gj5IEC+vDUz2vTZr?skrqcTGvfVI@{aZYu}TjB_J%UhryHutN#(j9a_f# zJH<|QYb}wq>p089%PYXkOOrC30ZSJf#%RMLI?DtY?D<)Yg4 zg!TE4*%s8zzS-gGiePmut*BUGldLaaZtCgl=NS~4Uju=WtCPKL4VW$SUNn!1iLrn4 z=*S@GJa>2ZdrD>?UDL!`OA0JgTqoO}4wgG7?ygtV<9&xpgepx%lr}!y_nS@+;YL9} z11(})>xTz~_@w^@-w+Bs^bQa)njy^KSu*AO<+N&%op`(GpWN zj#XRRBo&eBwidcYgO(5Bj7opN04MaXrKXT&6bW1#`THqgNF{0r=LeYn%f5cBkkX0 zj|Xze%*fa~cSg~tn2{4HgmRZp#%6$Sy(12CYu6e`2#?3p5&lXy@e-iXa_Z_v>e=Po zx%oO70L@CU3ShO_hP(81TO+~LKr_q-6>P@%_$|3)jhMK&t;nqaB&@k*-b)QT($E0@q9Uosy2|XkC2uzF7dCx)qhd6u8nkeFc8cFM zO(pUZZvMaNF3dZgI6gT!qf)!h*w%@z2M3tBccvoR+hs-z_;s>CV;X{{1Lo^)3}x<| zVZKV^{X>2YrXKB5#`Qt92M->UM2{%a_-m#sv!$hF<^Rd&Png1gA!%OX5DPmgtZir* zpQVvJJL)~#!#^=OnTH;&tNL{B(37W6b7@6NU`GZRo;r1EcAzx-`0?YCftwg98JQ5j zDgYOP>qvaEg7>U<{Z?|}%P)`b>~v>c@6Io(%VV_&&@w4^`Tz#p^P_VGC9)he&3i_*4oqdm41bh1X+45*@_VNQE zOLq^Cn5ZbONCI7~za+^dJN+!Y^j zO8)CP<>f?WutSqNPQVd2LSx+Jd_KF8aKnva&_s z=33OSOCLRx;i$CYA`+Y=dA3(=U|=9Y25oMq4(SR; z+$z?_C|N1=#&3Nj@ck&0gym#YS_%Hu)o`MJ0* z(#Ym(JvFemuaBfKN{JvAn&oruOsiruzK-~7f&$P7olsc4AYZ#a=vXxoYl2yu)&fMK zwB6iZa0G2w1+EX+fp^;^k~Ra7(9d)0>dd{Wm2x`mA%454#EC#;Q6PZ3+TmYVG|Cms zqz>Ta&ecpsVl(pc1OSik#+Ek-hfhmh1r22IS5a~~gpmyX2*Ru1XeImiv~ra`3y;^M zB^=FB-+59d;?%G;=0(q*Jv+h4$tgzs?AlBsZxRBe%r!Wb0}F(~6o7nMMMDaCF-RIZ zZT^1yhVjYC*H*M>+kwijdIlu+LP!lf2Cb*lLY?vP z@jGLX&=^E=DCwG;FN}JBYM`U_3NSs`aj$B;T_;B`k+?~-dhc8+Ko#=z>p&Fx=m2OU z2ug5f)%wA^tErIBl7c(0nVKfuym^!6Q~z;pX*D|uS=;s?d-nj8; zl$C=+1grocTAH&PIt-|IY7vP<;z2=6pI&uz-ncM5wHMLAo$eF3GwUndy4mDrcEJ)! z-S)tjl{J5M-8<(kd)9BU_UmAPx|LNrN8s9r()IH^JP&V0AQ0Q4VJ4>sS2>k~Ou>a% z_}8fIYoqW%M-K|BqxRu&IC-zR_|5fs+Ra0n83B?%ets0(EkL(q8uWFOCRSM&cd+00 zTwp8kAnc!zH;K(0BSf}NxCf5C6gedZ0iw>8D-USQy585*(>#MIr?CAB$6`?=5~-{6 zWY}d&IfC)EvG-wO1u&yQn>=FTETko~b&ybiM`)e*^8V5W8*1>L zXAz=Im}*IBX-q;wo?}t1zFM3}FCfnovUKm?w%vok?mb=FiKL~O;FF|4WI=$DLT(y~ zuq_>s^j;V$4KjWB$r`7yk2EB1I2G|q-utJ*;tnffMW6s;@y*W@%{<8Cje3A0PTTYQl}Jemu!GD&LkDpn?r=A z5Bdz!s5&y0bvt-|M=20&D+xMQ7G%N?yzUKO@$aiFEYzs1th}bK{-oWuJ2TF_C6#k3 zt(H`Snb9`$8nA)5PfJ@Hn{_=g3)t85y;FOcCrLk?Q`uZ3PR+{7$`81>o-B^8qhuA< zZ90Iq3S9Ib?Vjz;zpQ{dLCYmQ0LzTJUPHy5q=^Bl=*krCf$&A)^~9VPu!TRSRj5KBP?y zokK$NW>Z+~@mAYXBVb)3Y-2&6Mes1}MH#G@_)0>i6ly>fV={6>RtAi>iKZY-E4Pr*yZEUZ0_I7o-6DxM) z&ob762609YMu-JYK(s74qf}WYlPW|N&+lu{V z;SryuG+M8P`!wglG8AXfM*2cMH3+)3{lZWsyZA4&8TFk?-h_{na_HfMtE|aM+nwzx z<-VdIa(+bo3iYQVf8jMsz$WZCE~}#8JtDEIrx!erDT^02qP0D z?Xmg*v!I<#&vi@{9*Bd7n|nGpJEaS}f+vj)qEtDwfb#4#aVEa2?J~3&gr?jF@s4rk zeltAILoc3|^3 z^Sr!ys*xOzfBbQ2k(RB1Zh|6!Oq!)jE^#`5=nK&&Z9zfnrKu?FBS!W-IAH;}CyZ2F z`SJA|ihqDuz_4RFF!H-$)=&j8I#6Ab0UNHgIOQvZCV4eArY;rL?Sz-Z3wM^Wy88O- z_%XL2k`M}jpP(FE2jLU2=io6NDRcimzxQbuY1fT;`T08^nSwVi5BrRTgZI*hcBQH@ z$~Lv??>F8YwYl_$Y3D8Yl?18ot7Z2R`0E zf`I$q<_0SSZTr|MePa!q+}W7@bH{c6J_;PIKFEAn zw;gEw2AcnZAl_2gusE$W<=!zsvd2^ho(5#)-Q`FkjU{A8eBPXvbxrf!ny>IC>WIBw z9wXp}tG!KVbjEF@7Ay1u!ffZj?PUTOHe%aT2^=b#mqJM0Wh1Z6bmKrGn+WO`e6sFI zwxX;|=)<&eIXQeJ8o`VNZ8=k4oN;;iiWaG{QC}YtHH6yAg@d&L{p*R znhF!CYQ|!S($I(^QeWO3-16Vd-yiSMH{v-0Ap^83Ti|UH1f%5~{&V8_&=2n0Ij5`_ zc_bSb1p3{#ld7g7Z47g zk#3{yrbyk!O%m9SBQs~;2!;9I29G0DLlcO9_AWk&$}rBF$R*y$VGRG`fIz8eTq(R{ HdGEgf-u@?7 literal 0 HcmV?d00001 diff --git a/_images/613bd80e8c4f11be200629f2f6c89be4f1a323ca653c16e005656249e95d212b.png b/_images/613bd80e8c4f11be200629f2f6c89be4f1a323ca653c16e005656249e95d212b.png deleted file mode 100644 index 7225ea747f272ad7fbd518132fe4f874bcdf6118..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 20968 zcmb5W1yon-*DeYopi%+?A|)swE!|+y4T5w_cc-LC2}*ZKiF9{^AgQ2qH_{DKcmDi; z=R4=#b7R~+#@_6)ervt!%{ia>JaevK1vzo7I}h$4At7N&N{A>SA>Cj>LPActg$7q9 zgraic53i%Bn&T@QV@DT#dm|)SeMehM8%IksgNM#W_6}w?*6hr@%&d$LO&uL=9r##S ztp583W*d7GmSN&;N@(P^t%SM*5)zI+;$P%1!ntNhNQx?wBF~jwleebbw3Lsoy7oqq zZdm)|+@OCiUAu!}mLUDO)~WxGd*#q;n@bIjox%zw2AgpM<4|pz*a@rh{m(IpM)YPY zAsXt&W;GZ^rFrSLUf!N$cTsN|t@L5;tS+*CERNdg_Gh>+8RYv`K`U7bahOGB<2aR)75RCZ`aQ&ezw4cj9e?9zX6_F^6We9uEx-1%-t4oRhMI4+apKs47ZG1hs`i zH{$5Nf5O2UBlzFD5;7R(23PH}laop1QU%Ohh;{N_1l&12Ki54x_&0`V1u-!+kK@hO zGRAu8Jt^!!|2n4)rEIB~P4*(aIaB6LMONWEpgZIL9r_IjOn#+oUp9%WdlKJjObq#}O_v)B>X(bXP=TVf)ARa@sY|65gm?%DYt zJUZz=TzI&9xO;oH!?LLU7%el6E1sSWf=-gpd3is5LZW#4X4}DjGcVKQWcvdt?@%gH zvjk$@gdWm%Rn*+$@*j1xUXnN$deRy6F>uXv?I+56OxBa1KT|0f@$v9%c}OqLR@0p0 zZXjmn^c?}ifR!C@lu_&U^a@{TpvJeJaKv=uj5Rk~7DtsCx%8?T8`HcD#D>|T7ZDTN z-|uB1I{oXh(*OQTA-N8s| z>D_~a#rGuE54pKVIcK}gm{Y8x6A~mhMha^W2Kb59{PedaB_$8HCgWhxaX3P!KGf2& zwkOjr_{7ALT3X2r(ge7B=Gyg%>Y^Segjb`D?fOkKmHFou_#T?y*x1-yS5sVEuP;w( zR}w9dT;aJq&1&lzPL~-slNmdIG%VMx%F(s4(nrL^#L9U}0e^nyqbTIRW@>9|+b?R| z`$mG%F!F(z{fl}zP4mS*29rj`lXIIDj=1-6GmRd@^)5Sjy24fy9DhcO(?*kjSD3wO zI^X8kaa$&UjU8cddY-iYgM0doUrz$^w_4`0XgZCZPG;w-4_32HDVv*?1_lQE11iNj zDc{0KRxkNkStD{&-9sq6PJJ`QKdw|JZ%$N(8uup>oJ}=fU-2(~3p4CbrEA|gGRz9{+wq+ed;&Yjgc^}7`w z7*Lq>swrah@sZvoFp~ebx9sff-o1Ob+lo$6Vm-~bGLVAt%-Pww^yAiSv#@wLss7)? z^#b+s_i*B(*X)RTGux!??b+t%=TQd&0t2IBW54Y!c455j>j=ibjfK@;FDfcpo2iV8 z`;o);;pP}}Z)|HIMdEqZV^pGgUd?ZFQ%H+{VoTp+ktk)n2x!nlwmn=^gl)==#U6T^_Z2Tbjm(o>(l{M=Ixtvg z2dfUdbI)NveR*B@AWqBvwoT&^;bfJSAvE;i0cQ{AY=^o4eFGTLPmz&Ib6QeTcPJ?- zMYrdO@7)uTkdW|A3JR)bpifV(?H=EHS>{^QHTt38h|)n=(8#b-Ny)kLL*wC)wBy!9 z%+=*NJ_$*$imJBg`SBKV`S1bE|LNhdyxB+r@u2XvKopHE{q8BB)1O_q$PUxc*52+m z=Zg*p$?$k{{4ov9&}UH$a<5Z;9rtzWQLjh2yo~uJcI(Wpl!5-W4y$Z>Ek0DmZkwfD zYBjc$!k34yW@;&4zPDZK#wBFZQ2snBDJ}hogCqLaFJ)9>+&wALEqM;tr+x104;$4b zyqg||7k`mLL+V`{D6JO$yrYfFrLuJ{m(25ANeS<0W0aPMXKdTPLCJ1M-%O}kn{V>T zqeuQ$lU2)?{B(4|vPoQujqXk`-CgmlhGX?EEZ3Ji-pDm4Gahb>Vcf2VKgAKpUcJtd zF3ofQHU=T1tx*CM6?uE@9gC~97(&_c7uSNiwwKar2Lk!KkFIS7E=3e#9Nj;)_|98> z&l4uOPMx;Q)9%pLny{+yx^$nYvXX{XLcY&weh)ffG*x4Vv^m?Hrd{v6tgYMZ^_GxP zt!1Gz)NHzrlco8B&8GRXDn~L@qSkhWzQAkg>HF0&u}5ARyev->8P3Rs8M%huo7|Tc zA5jWybkq|}GLtKudUH{dU3@;Bk3vM9p@_eZm@j(iiM?IXCSxf4E>^zxT_^aj)m=WOpXoW=K%9 z$@$4kp6`!;r1u0i;f=^Y&j+We_Y*i8kOkJfvruc(yhxGxntW1f9Kntrrc;Cdy3h{|OK(-KW?#zn zpug<|^X{G!;=$CpB%8I<-58PbsM(qi0|f@uss!%qZbZBmlZ1Hq`YlM^1Mkmw0x4h4 zjj^hFp;K9B0xmJACT34}u_4XNBQZPpCWG@1^c{u(>Qvbo%eq(bQlWr;P2U=KtQ3u9xL z_FWgUAKu@hD#}8<%RjjfpEQW<20rbLPv;$KuGepG-QnAzFUZ!py3R>THhNxzo@Dk(AO7Ar`yo?Su`}B(}M6|bhj`v(gyXIIV3#XxF?$K zn7|boF`OyWR{rl=?jA0DM#W1{^gH$lcI^2*P7=`~PhE)`cl)`Mh$RBCTPJPm*F-z; z5iX#+TcXZ!{e_6gO>o(t&3}J&j&o8(G^LeZ5=P)~H6~f^Q9l%tHYR^lTfLRd{l*!4 zf_S)qOWYb8?p>shLgwMLvTWs_I##E_hzgv}`Gdp22yB1u=*Tf$?=rZ-^=GD$pWkJB zX+DtR+q~@@j|Y8Hp#A!c7!}pBqCN?O4p~#opuCp!<*Ry0szkM>d7KA?uE_{AQeqIW zPEYU9{=W5PcN}abyDi63UyESbZI|0${o}8?% zB-sp{yL);H6lzu*pYG02ISdLG71YSk0osYqaNvIZZp3n7I9lhO{U;`lc@4tyxH?gx zuB%ICdS;%nJ|Xu*#q#T)KQf4T<8zYvoiV>Adm}%Og9Yu08T3#$HGKjuu5)%aEhxyr zg|t|wk?-p2O1V&@@<*`;J>t+sN3e6hcC7PLfkUG~`Ub_SHgUNVjmW24f{4&I`0{#|*>-z$8^jwY7lVN*%a5pd;XTWb$% zFF6XP?cMgK4zg_eOvL>(ZgI(bj)xRg({w<6VK#=`y}O{HULS=~2eZ+=_7wGPbi3l` zA`*F``}ZZnrNx5l!|TFCM5J1IbC&z&Zj`tb-zG<@-W9rD6!Ys|@y1+o7h<`qmFiXZ zPWqx=D(t}=X|kJpgaBRh=gds?CQn{KrprGvUOLCUqCy;LYUQzbLfYON=(QhQ1lrH1 z#E^LV4DS1%##{O!tqu(CcHn2LEzGK1?csb;Xzg3nX`BdSVN6{~FiF+#3Mb>R9Qy>A zd_r3;n1`{q`dCu_zrDkY7cVxM#YH?NUfcjTemZJy`w5I4PZQdlirDVcs8YG>u(eG> zd(90g$tgG5zU14Zx;SZXja@j&cK|LtrlwW|1MKJTzs20eKyX4HyKPKk^wZo#JIP2 zm&{5-{Xb}X_k71h*Nin%^)%M{mk~?zQ2hN71(QC7b9nl*ong(Mn8U@z!SM){(j5fc z=Y6Rk+V}iwGhLe5_mOz|*O(s6?Ip23W07*=4%-}jLY0`T$1ED>R_$n}vorTD&UX}= zo2Cie7@bJ81^(^3(gW;nK|$;6%F1Ao35Q2}Z(jMHyZKXkioDPK>XE}2m+idOr@Wp_ z>bg!{pN~t2i$I6N13GWEEn|)B+UM5`Flzk7EKShk?5P>tqR#V3mUkOinW#C9Kh&nN zqC`e*6^drvL>LA+25b2Y)5!QPq#X8SpI7Q?Z_i6t%dtNEEy-LBH>1n5o}LR~c*uaE z^Y-_)xj^d2uqxYph=l(0sHJ>H23OlA*FdLxi%-vdH)r*cXqDok8x#L^;q?exNbM~K!U#4Idi^BJlW>-ro`4G zFW!CnbMxjLNzr_5(5U*wPEONFuI|pv-TSw^FZ8*rEQdO_Lj>fWJwuA2S6P^A^;iC) zfGjMmdroOv2q7#sxqt+OH@9xp)SPC3g||;^ZeHhfyZBbv(DTv_V_=IaM6uz807?S; z@A>IMM$tT_&c55%e;DG0b?3A10yqOJ8W|ZmR_l;Ez3fUYEG!K0B5;w48%4zxH^M%z zL_6d1V>Y|((M`0QGOatmB+G6siIOk7i8)9r8?DIfE!Z(p|18$^ay?rW-YWX`2o(*@ ze%vT7Z)5ES{BNveXv~Nkw6i*;ox!wSER+;?N=xu@lilR+vEkO7>S=qiqF2pcCt(~r zHT83Uv=tIT*SlX;%Im4<#H9|-3S)_I=~M@F-WAa`@1o)SIOt|WVxxMXWc2qQ>E&Ns zl#Vggujjvuar%?m2ZfUer_)4Bp506ThT(V> zZ9D!4i$>u|E`LqSX z`~x>tE#%+%?LRY1%wwj12i=o`gXXCuhyD0*i#SE=zGzqX+Y8CRAFL%wbshX3rWy$J zpCzCsPl_s!88|JAJ@ZjNK>g+Pm|Pn1n4G78h9rJ=g)n8pY3HAbvoJ+K11GafM%i`-FjK@wIP?{l;}OMrJ^{Ddi9yO zCdCoU7uBO%ced_~YMacw)AeFy*bZ^M4@YZ{cwk%v`8Ah~t?&+ObV%}?bWtW&(rF*7 z&o~AD=@LF7A~M_<>GW_3V7AcLKkJvrARN;Ok~-T6S*>!Ke;=|zwB^fa>ML>iRzd(T%HB_BpSf9K$n`Oc1E zr~FgXs(|yg*D%9SWBvKY@q^312~0Qe@E!`1eSKY7PZc2mwt2znj^>Q_i?v>XRG|mL z_G2OzXn68?Sa;rf)~3oTE5+$zhdpSmvI6K}+m7X|`Z%&{d0OmMt{gQVU*g=H9)yo- z_0CqMqw)!C0T4pIDm4)O{Q0x%>3krs-NL*4-g~$#b}K$wKJ-}!x4oCY{}SKr?bmny zp-{AR{=z@h7(d3ZJp;y|#*D>6;eElHDHdjMak>Z5ye}|B_(Viqz9{H-8n4=Mgx?&l z{ro^7oXVtGwL8GSv%A+tad5i$vA#?OcMs2mc?U-!Zn}W-eNw_pE`n3xnI+$za-Quk zS>qx`t;9Nnj6PFZ9u~N~{?hHeOW&hvS5rM|7Q^{XA)Q=uC$!X`cObeM@K`+eiwyz ziS7Ig2ykC5ZM-ouiinMUJx4<|v(ralkB`^aoYH&D{f18TQFN z#*GqXm1%CEP%;mY=5I&{1ofhAlJhwR0sRGm7)CM<4$kVRt~b*m>&y3;^WcZIoPMjQ z#dhYs%0+}Zp<7&uJa$y_!k3N-Bg|CCd@j$5%y?^8$xZu;8MA3C#|H@$e?(p z`b`!rQG(Z{Ow{j-v-H`@1xf+)l(={AZl-!{^Uio4$Z}bZJp-@>VUivYFQP)mFpXI` zIV;o7J2P9~LPWC)QUo84n(gSEzPT`t<*!pry1Wp zO1^56Z+&~~#_#-bNlCpx2dz!jI%It0b>1A~Mee*lw4ux| znKhx5Jl(#3*6fio4Y$j+VyuTDg@4!qIgKLQ$6=3kGH3# zfyY?~hGkIbynq3YDK~>P%v@brGU{PAJ+Wu+??Xc&V&&gHS}qp9doXDx8Yg9@>5b98 z1o87QQfz$upAq_hVX%P(n4V)B^1$}w`XxLb`FA}vB(aqp(N znoPEI6lfL!TJj2|R6MFOqXmyj z697Wj$i8{=Q@7qv#Z%JeYh-K0aVd{bQrGWBKfouLeJZLE=s%*(_UU`c*WO8{8lN>e&D@t(wo2bsZ61@lZ3~m zQLD6VhA&I&6;SynlQp>4HEQ%(6amcIw=`?-UjLwXR;8w%w{%l)d{9=lSt#1W1U}5J zxVVXp!bd#3g+R3>PWJ`GhH#hD*|Kr&dI6(a^USt+R~3RK)+^WEeQ-j><*;5fM5T0<+_-0eM04x0PRY~12e9r^k$6dEG}$OuTBqKu3i>bUQ^Mkwsz)Mnj6)f4-L(AQEU~7 z^-xwe1a+hKerFX#KR-#zzIL$R=hi9c*CG57$93@xE#{0NZI}A3UbUOd$#zvNGg132 zMNz|$<0X?Ww$c0@EgEWZ8og+*D0-h_G))ne=Ir1FG-!wm9zNt)y)Mm?0RgChP} zw6F!#qNa&=aRdx~IDSDSun#5jQUr@S*Sm4oT9p=vCGO{0X54N(i%bzAswt|$deAAI z%)8iK#_?WqO3F}2BujaKd^B=!L7(P;v+>rWm}SRhsn>+Jn6c4CM3=p{gNZhNAp7~x z&pjWj1E`&q3<5=jl6vW9JyqOiK<<2^lv$y;`KjHzHcZE}U-9dz_TojmXU{!ZxxL%Z zpWnqd4Cge`m_mduQp=lr^jKp9^nC2`<3L3~;Go|iz5J&YwJ2Y6)Uun$Hk~AtV04Hk z%m5#xmIx(YhXyGd!hPgwg)rf9`J3DabPTn3eB^~#nHUEWB(&?lc6P3smhzPb!+DC9 z8ZEl3LK`=EBGmipLl;hHjN`nqkdbhu9ghry^vU)e2BBgHlLHF3Rk^WBj6c5-xRv&o z)nlscg|vvCKNH-$n2WpZ2K3kBII+v9L_ca`?K7naOh>`@9f?jMY=PAFYFdV&xOwq; za`K($AHH%$p~v?~-arnspo`{_ zs_U5%>%##` z6$5115B4C-c6{7;Y3uKiLMEE$CFidqD;Jf8;EI{h8iW-}X5c1zkL7RE7L@mNVpsEuJTs#F%3mMrMV?CT~t4K;feY);Py6^4A{MX~! zVbLhCRh51m47OVoBY)yQ(8jyrvG-H_(3r-FC8K z+x2)#5OH3^Fe(&il;V+aFx4IL=S5^Whxtuh zT;te@IwxnCEQNB zD0Z*TS55u(V{GWk|}q#g9v@Ue*b|^hvRULVB)~ z@xBj#4j31rdW6DdRaXCCPoEiw<^Kl!UW1@E<$Zk#@)+K|dmYPhx&v(i7~0x7618{~ zHpW<3vR=N=cH&RnB99!&hsn|cGuyq42-G3&#*&?_?4 zSURPmrKOf2+`DF5%hoe!bHv|}&&q?12j9yJ`IcXg=4%qI^s#D^2j7!IEV~pJ+s+MH zfFT~+wSoNGH7Gu2!#SmTtv3L~wXXfl9IW*MS%Z|<{@qUVb?O}gdZfE#WLrIWqCF`D z40?m)t^skksFDb@I;$Of&+8nx6vG~r7zWmQU3;;A%eGLhtm$@3u9eI*BAC8@Vvnme zvLBg}B5PnkRa#nl#Izg0451Yj z6*stX=_al&@5-@xuL}E=|6ZQLi3i3^VSQ%W@sZO`(Hs@^k0wFof?I(&?ZwR#+F_?p z;sW9Tf<;6{y>xYT^*sQ&=rJuV(cgICt5bhohm}uJQSGoq#DKaGr2F;X(dH1(lwf>X zyax{wT|z@b=!bV+c8rRMwF$c>ge2>6vUj2I1$*3f(C_~%WyYEeZs;hs7<=j0P^ z?l_G~^Su#Go1aZ@JlEvBc4);cR z>RXyT{pa(zi2cuGe`f-n4pA+xm26mX5UryS@{K3RHz2GA2+^>yMZ(n2d5cXtLZl)o zCr882pVZRQ;y{iM!j6K1!Z;zzLi>fTM?lYOn&65>>A&|*6OHjD6Kej@J6un@9FI^6 z^%^m;`1<-**vzJacDa<&+uv{WJ(AjSd#d(FmzLXdjOAoi*woZigG2M>F-b&3L;xE2 z>g-42b4R1d-CmB2PJak3oqk$U(c!1?Cp~VkB1t|%FOX2THLL#lMKLp8=q=w)(>b$d zmE}CBkB`{d*=>%2M14ujZY(o%1h}07A>?%g;UZ{jMzs>4FFnG~cbaEoj6$L*iW||^ z*MF2zr_kyQhLe?85__Iz)XGaK*+#J4B}D5_N?P1$uCBbdC(E2dFZln0ad!`T2jvwN z6+MrBs|tVyTw(q@1VpN*1|7G^JvLbp$3rM9r!BuYak12}br8q9kC7^Z&E>aBiCg(P zU)?+!5MvaJB?WCE$5TaFetE+O&5$vi*S}Y2sm{M7jr8 z=eCnp|3ZpM?J!s0Ay2RR3gC1%W1T?-C7vPZ0rzums&(Cit&q11j1taBYeA2++p06Qj|8{#2;vN*1`iF#=}%6u~J_ zEKRxE4U&K9X1)6U7>Op?Jvj;O44=Zr!FS=D6ua<*iW!uU1;b<#7C!Ov={9uW0ffH{ zo=@Fq>5f?8!;J%|Mg$OHk98o7DCO?~Dw2%@ckY)@)q4ve1Y879mIK)vJg)_lOTFT{ zJK^3v*7K893UoU^i>DZ(%;`3;`)fp!xD;yHF3xB#_CtY=!THymiS-v(&fdH})?=k4 z3Nw`@Cn{##yLvfN{&nG52-^KLzDT>D?HU{XP@fVBW8L2YMa-(f|VBdW6VWySp)q#ExJnixB-Lu}<6*X;fB{6Vop1)rV8!1~!P@v&(kv#pHFJTF| z@pI85x<~NlrnNCvwW>bSlWi-YqXz6)%-tf`Aj@ST6i5;VfFl0J{hNRn`N6Aw3;UE{ zX2Z0Ak7)GgI`gByhu_l-9vj5DAN85;C6lVvk8GQFpaTnb`k>bj6{F8CO$f-{g)F*Z zrT2(u`bP>&4AF0*y%>` zTSP##H&&sNJ}bL*r5~Qt0XNwZ_vTGY^=zVH0MXuKaQv0p3ZoHP;LvbcVxtU=MZFIr zY6sODZpx*;dyh3=*1O3ppY<@zBZ3W2&jp#vUVmXxzvI?eIqmh7M+}iYLwvwGhp2`? z*z1WHw$H#7vfQJ<;ht80TI19CJHfbQyGOx^I2b)7nAJmhbHeEur&uBnM(LW6Ogg+^ zppH7oy=wBOG->gs!+F7W;t$HyTyquE=?Mfe!R!Y>CJq4UuCT_ro-r{~Htpo`>o=Wu zxQS?#@Bro;J%iEoZqDkSx|z7DOQabTR|<6>L=3jDOh*2jYxsZu3Uk{X%^S zhE2>1rOAsr9Hy$wpAe&Y!1KeBym7lwRwPnJ&emvV@~29xs6blzveA(_k5kW#Mh63; zC01|mHQOJIGOM#24=xx`$F(9P032ddQW~=qQFvDXlz0J)KOGHCPG&iXOE z(jCOL&2C(^%AWt)l-WPab8B_$e$DXxr`_`6X0BIqN!)?%N3b)qmXha}Cv7;lMWtk6 zCX?P?R@SQKhq@+>6lQ2}mMdr*e1=mRhd8Ci1ENiJPUXPV4(*==Zcq1@!s(2LZPuV7 zhGsc#5YF!ifocRsh8>H&FXHm=_gH%B#>GBCw-9oHAgoU<-oMzeAw;vS_gCJl;P7x7 z9-jDk&^3y*H9vRtrwWn;wzv8qqiAWS2XSju4@|jin%a<25q&j#bqgnOv8!@0B08kE zy%%V&KJXg%g}nqwxGdA1Hby!+JMHFLd<`h7A%W=XY|wj1rM@@#9&Gl86a+t5`w)N^ zBwnomFqjYL-%eLAHN-}s3@YqpEFfYwGGP)%R)+xmiFf$7menbDT{_s z*K%^fzQ(rDXg}$8X~0gw!NDEhzO6K;r%?b9DX?cQPzf?gb$bs^+-_9cCFO*(tgK8z zTAINYe~;jQNw|{pp6|vTYnmoyXb9qVsA?$C!AeMgBd*h)J&zE(mX?<8l9TJqdAhpt zeEV#bA-xHiAj zebx2$mL#{>n5b8P78x2IuHCAdM0i)tCMMge%UHH~de9%y!KpHqv`+GN}|kr+A<+TU%QzOn-iES!{1>LmJ>^S;#-$ zVY%AC-OOe7`0jK%KU$RH5rSuz4as%;z4O(xdS~`LnMc}LPhmH~ERw+;HWu<*wR?vD)eySo>fXK;uA*fZ7D+a=FUS1xgF^y@5OXMvt#sA9%6WU%T{>B=6dkMRqtXZ9XS|=??+Vd~n z#ZmE(uLKvn{%|<45DE8d0V3FQ(Sb3JhhdMY~X!x`IE80c~&R2DOjVg|=+qeJ6T`%FT|DhDD2$_vz`wii| z47ig6>{6U*BM}{C9L^X)1jg!4+H4|rOKz^}h}G{q6-^PRiK&9JX?bm-$$=VR1%jO; z33Z*1e$TC%7?TlHk3~d#AZ(P#yr`$T+WiU}oA5ZMa)4%*h^tiGqXo~vhAq^?){{cm zcFl`plC0d9ogqIe@?fwv-xB6Kt79pn*dUK$fhk#AY-{4V&$o%tk9GS}>`B(6%o0+F zFiQc^+KWZ)EP*dt#6>l22xk(4@Ci&KX{j`YyHrhbi#kgJ2s73CJ*vbmlXv?^>x_no zR-rhKL$Mu;(oL}THoFIdwhK4ky?>D@2A*?41Ei$Z)=!Z)G^-E};UVIdInte>41e_w z>5e#5)K(SM1Vbk>Ny=R+I8`ZZU_J4GOe_HpsqJ(*Burm@@d!1+Uwct&BB)gh!hjr$&yyak2=Mv z#3c+$Gnk~N+i@&`{^%g(3cN@BJnTwDxAQr(zhZq#3kHrzg_Y0QW2XAU7wLc)0viO$ z7rSL|g4HYJdIS-_I-Nd!Or5ZJyajD^$bmY*D9sXfX~YB?55K z@i{)tmo+g?EM-x$Mz~@s6IZj}Ju`eF0>SMO!nUf~;>(GM!2^DvOD^A73uSr8KM8)D z3pQQqS|CMVtd%vc z_K6${iZboLFV8P8eiSzT^+ge(i(!#){it)YSXfx#v7LLCF-rUR@l)4by;vsAZ-^Al zkdV)+#X6hQ^`pPDLtN3YMhJL?O-2DQF(SVPXB=&xM5z3=P#Q%~gU^ z7spBslLg!&K{+S-d-UHaqzxlKGihpkAR8qF|K3edFyVy8@Pk?i$;VW*w1K<3yEj(b z+uI>7X8!3Qa6D!RiRbmtkoboGmwZrd$7!mnvvpbr@Ad4v56lspXuB`$f%atZL-KE# zxoiU07YBW*f=Q5?h(}7QwZ;h^mXec`bEgVY)wxyal-_fwsb(z|)ekVzl{nB^j_HAD zAqJfQciaNWK+)0BH&$OMDM6O{ljBmzj$8mjXmz8wIY))Hx!d2*@7C?xbO0wb9uzPr z*~id7-I*^|o8dQ1NYX*j2)w)rA3k8J#?c!TCnsO9vcOiQc4)^^sAkT}YB}G5 zkhUfm&|3O)|9B2FJV^b`1Vzbmq9Rx{lyDhqVYNZH`igsee0<7rSQZ$t zm1!E;#HBw1r!Dfe{%7+9L}XrvMd!3j4M8DJ7-tPUFgHb{rVZsTbg1UYV8@ zbqA2JwmDM1Js~U5v4V9mKpeTY@qGy7l-w&V02am@RyLgqAZ*U3M03K48(`Hijt0FG z&ubm@C%Ir15TWtj%>lY0MMZ@|AXkH2^H=&a9+ta6giAKmLKQ#U5-?;7FP zjW7-IN^a6~mI%>D&H4GKmhrqJvB*MD+tDFsX7(xi zO}J(ij1X7%@S}J9`mnAi@;|Q`jYu2f=gpNE%|nUPGJu2Bv0 z=k-c-9Ff2MH8q$Fnfc%dj1aGrgU!F-p2FX*?UFz&UOkN_9zLcWq4oIR6U(9ym+?}+6=_Uegql0;XIdi4IlF28i9;yZoH_eXmN!V_dm2VYE zF#CWX(1vC0xV*TSYrf_@C#R-q8!Lr02O4$O1gPFI3|wXifpO)=bp8C-{JF-H%_6CPn96#xI%!<&`E%nO{~*`*G_rbI8f%k8 za>-9$eGw1ydzHIcBr|{@MXU!_)?OF(F{0z{k!ED5ss4?N9dBd4qoHhL(!Ly7XH}Y9*r+v0<;&UH{2m*3BNhOs z=BvJJe-C!mas5WQ$)t7+0_o|*W&;;tGxQm?K+~iyJe&fNMnCY&%*jLanr; zHHlN~jqMo3dCd2~{m_T!;J2>34XVfKa-#=CUH9}v1V&nXb1IjUZ2AU%d3lvsCY(`Jd%bl% zR+o@0t(Qt$jooE)`lAe1_ck^*4GqovN{dlKkIURNFDY;px3IBujCx}kwQ7El8HLo$ ztnV>jtIsz5z_LtP6$@7;iVW(q=b1~i=+h;Zl-xaCR4C6mvsn60OG)3uk=t|-o{-_V zpEXTzP8t^&_fhyN9!h3dy)Il4c^Oc_5*!-3_zc%W+!N|gFv$ht>$mGd!$`Ox0Urqs z^L~r*DsuzXOi$UqhECI2`C4mTtP$ZUNX6O#!QH6&s)H3(n=@9gml_xD;J+67duzLC z((*#BlHT#pO@wyej0IwpbJcW=2WOxW!SRXiIKvL zE#XJ{^EbxEY~EKF4GyYWcBobp75Wf&t-fvipE%<2c(Lkm`w9tp&+7t*m7}ItoC!t&mTh=8Uhd#;xw_3%c+9>zjk5 ztIZ@FPx);pJN|e6p!w>rMaD-2raAn(w6yf1c(A7jv=D}!S+k-G9hot-8PSLB|MC=I1aB{!_g$Nbn_#7UQ37U_UiD+bGVo=d> z5@*l4J|^{34K@fL@bFK5*cW!{nM!-h??iv?u;j^|TP{31AYeVyU^yG51n4PGF%z`2 ztE^;BD@JPS0DxdGDDZJ{6~AtDeIS07oF*W=*28J0yCn`N-#QsiZ zv#GwUPfdUoQM9ddoUWs(fv8G4hH635&##XKl{ZimZPOX@et_;Edy3+`0aYd_I06bw zKGSe4_5jZ+S zdg{2Q@aI=vJ3wLN`>X~xr|X;+L7dF7nQcPAU8t2g0NJXxPI-2I)kNs_qep-{FAl)D z^u!q3Wp{@5J2v(w^>4+f_Ti0XinpWSJn4w$G|87PH+E}9l|jgFsgY0$8q>R~i}ipb zNHU6s)q08t!KDD_qgG+6IFmjFbuOjAGBs?}JFd3{Qg|V9^+mxlC9s=dAFT9e0+=jf z{(YiSU|JUfw%0SBoJY@DqVe2%n8WSx%XodJ{>$>s$`Q&Z{1YD(MY8&88Ya7^p-RP9 zF2xT=$Y*a+RuwfDsV-|;VfjTJ*E3W$y+qvr(f}Ew~ zMeRhc-_J~OBM@wMCk9r4Nh)iv=B!H^@5xfs?vIxf$2D0%rco*7+|$W=V?M&c{s~g1 z3$V|=krqDn61NeK$l0_aMY5=hRb*{J#jDb4H7+rRO@y|PUcX_)@=@F5zO zUjRlwPkgp?e@}y`WwQEqc2+#ueKKr-47doX!(QLOaDLJz<26$`yLlY5G06?O?s21E zHKn&bAln(#hNZSj3zI4m(;qE;Qh$c1uiG^+f%OlH<_#dKK+x943W}c>Zb@~$oc7~5M_s=0WE+|Jz^3;#2p@sVYd5O<2dUr$o2VU zqpkiW9@V_olOq6qL_DFWH##N#q3e#I>C9AL88H{8y~9>fkI=v#bDXYq8;m>pHjG=7 zfT3-3{4ObGC}D!=Ru4m%3l#bye(+$@0C2u?TH3X*`LKrs(I>=pyD*QP0A!TD(>TBj z&t~?;01}I6L9C$FKJQaK`yS9-^=x0&jpgt2?I2e3j_7H_3IUB!$D(BH8&QJZLgqou>uPHR5(=4RN7MgPMFZv?z+*J!ucH-cL$FPJ*htWNqj-wklWKI-Kp8!!TFKp!^T9lgrRWAsUZX1^jYdAM)aW&Q7sMnII zEBopKzsiQY%N)v>5fi&01OXA$B*hw4;qW+iZ-;2LkN?3V!}^^+sSy$s!~!tp#QjLc zbn5=`mVd+}NEzou?4$*#pIXp~VQ4?!Nm_)nakQ~j*hTQKKiSZqOFl=RNo)45>xlmGgn58$6l2=cKv+1)G7d}ix7y&qIopZ{TSn9U4qbb`|2rvXHz@}^G&j-q+J z{?H9CFKiJqv7JDsG-v`;LV(RTIX!u_ym(0kZm~2#L`?*x)?*FC0L3RPfIomdXux@m z5Hu3$a&$$}wr@`#k2tUbX_&&7KvoIm)6_61FR18H)y1NfTiSWH74~ly2=A~M2nV9j z$g*`oy>9c1LT+BCJA^D;z>vZ8!&0Y0ve13D4o0=rFpSYcb(Fk3W0p*8GGOUMIuP)5 z6`)(W?R1$@iEYO8@92Rz-NbX9MhNu(ZQSIxP}lG^)BCJ#q{90_>mhrDK+{4lAk4k` zw-2oBPF0q^#O#|zId8B@yJrWVFhe>JRKkLyxyPul|I|8}mz*1WXxNG=SET7`VyfB- z0~Z&FD=H=I8pZ}hvW2E~ZNR5bccK2bW}~RSySw|z@m~Z9^Iz%Jh|0y6ID#VP=3n!r z?#VmtGy;K^m9wA{JC6{VhXC$CvZGE-ih?p|#`I3UNw5U3xUP36t z`37}XYqstaYe1K;4d>!ORegr@)&#YCDscVLVBBMXsK0UJhSXvF{|f7t{F>2A6O5kA zU;>_ZPD>RS-wwG`?bVpDqFqT(DrET@lMwRC82VSMr8PhV)eu!vQ`50UhMein!NHG+ z+TT;R5nJ=PfE@x5ssblM(?D}OQp!hqvWkMMYYBWghm93 zqgB5}Q4!1eNLCi0ewOPtiWWhD)8Cq?EYPZr zL??IkX};XDabpidHn`JwItEi$m~FAbn8+_yTn$GAas|#ZEL~fr-z_Z=;yI zkaTrj%#oxQ3>j`|aPNrQ*_=O)=}^|~Q7s3ow|@^ILM>V-te)vP|NA|PcD&As0Z2&{ zJxHuZRD!2@{S5}tgG)@D;4<0hQJvp&&xTdsulD-X@N`ey!vYzs2pGl?g8p;^@D?O- z{m+Y_QV)vS^&@mYhKH~8Q5)B}?1W>)CgbY<{7QiN;7wa^jonk5)W#zoO>GDY@f>YJ zf+WU&&WJ4trn=t&lT0DpXz6)rT7j6w@sk=IYNc-JQhXPOmsH!05-BD@eYdB6sSa5s;EjmhM zAO;Mr6FD8WEP{h1BB0^=Y4`l`3Xm)BbM;Ntx8=Rc@wk)j?QP4Wb-)MULI?UbO^SUw z=qf;xA8$CEPH!33qJPT?=~wg zuF?4g*hcs;$pXpMG539*AC5Z!$%nGv1WNrpQepj0o2^014T2dm`~VnmcyIMgF8~(T(de^Pekt4K`MOC zC?c*qbpXRkK-^`2(Err*E>veSrxp}oc#!w9Y2MAs1_LH=sy9ADM@5C8mplid*RSKD z@@J!2D+m%`C$W{kAni1uTwNJydK=SF1yDoNM&;;3HoPk9 z0NT{2i)sTVKdAtV^cQ>vSd;#6bQHRj4Ma^-zPl59Bk^2}YWj1O)8=dVasVa!!PLg^ z@H`-wE*!y|s#^0+8loau9We3LM;qvdT`%#3qRpg zDUlJ#(s6CaTTeZCl#47~M4?7F9AJnPCSEr;ccJ9^gMy94>KT}qY?vDWzE@76Pn~VS8fyO2$ zcK&1Bu27&l%4}wZz=Vgi&p#Pnm4gCRP)?u#8a}w9lry+xai|lMJd+XEecE1-OJSQELukRI`FS`hn!GVaoDc?0&bSuQTe{!NYC4-nw@!) zzofONlTzH-DT(5Y=;HtUL=Rm6l)-%aNFfj5%XGG@K%**k?#b7s|GaqU=ede~>aNb& z)PH8r3V}5Lw@>=~_e8}R2%K-0J3^fjBv{}Q62AW21?59fRuc5#1LCVUkUy~x*?aX> z3OIJ~%?9h*WkTrhEewoB@MKhv9%YVoIquAmfe)Q?-f29k%QHAh;B%t?`Sa&ZbaZ?u zc!AHogf?D5vPL$Z@-w218a^XH&_1VJ)LZG)V=!o&$ZCFOi_8Uxgy+uN6U+^PBrk?%TuS_O)> zvjJ3K-hb)?skEslcH37e*}F;~K#Q_&Iy2q|>abD)OJhN7w zN+Tnq%bHt21V%)n*+orJEEkZ8+8qrGFHr_w_I$a^**`n`oA2;_@B99KzxQ`}o@XnB z9UyTs9U%H4df7<38MPaCH&-B^oBGiv((sXEH(^z*^ZI_OH8LywX-_SmUr5<~MG|dA zA>V+R-Y>z0^wUP*LWw-&PZR}|1P*IGZhzBTKggSevcHxLI&x#v{8K8f2$l-Yu_JeOntcUUs^Puit7bVb*96KM9 z9>_2-M(j~zDFmAe*>qp@r> zW)xR8$g9=rxr-M|%Ikl?g8&Bk4XhT@W#`JxBpja4pvTvI$c*peI&7yy6pElK;Hw*9NS^`VH^Rk<^Z z;Jcoo&p2?=0#BwBw&p_stmUm4yq5so$JIH(FXMM}ScgG`yLHf6(Ot7B;m&ElgSy5p zia@`Ii(}}yZcCp0O&yK}=~@nNVRxcS`c?P41zV!&ml6YFV&)JTT$6lz(dHZ3j(y4y zA7G3N)P)p7e@P(MeF^h^-e8}>7rFSg%9@+Jr7Zo?cfv!&kBN|@2#e(G0Y$OCvPN$l z0D~Tmkp}p1GI!^JosNn$j}pB zNqe3B4?HO)yG)ogX?Qu9c4@Pfn3xaG%*+f439&i8CLmxzcRJFL`5JTCqm?a!;?Q5$ zX5l$0v&l0ouT8VpqOch==1W1~7!dlZoqca^e3~_C#w}jTjxyS6N=AHs$zt$Av_B(~ zRkVOkNN!UYb>cNp)EFWaLZAp`lTBYzTM*Tf@lSGoQ(1*m$|F$MD?%pnJelv!A3vZB zhX&9KczLJC!67!{-o65YkeFp0=0J|@kom51Nt$KSG@`8OZ7<@dJu?)!=Ii(ZsTA1# zon55TW}|N2PW#^eok$fuXJz`!9O+ z>XniKD@v@WsxtIj;s0`!pF(g0Yb}UoqN^}>TEE3CdR&#;)a7tQjFH2;wCzaHd0r4BHN4@tJQPkBI@H(YF)(#H=XzE%` zSQJwye=xB)zWx&Un+Uma;ZV5Rw=}Jny~x$ImKq#<$yFs~mAvp|fcwkQi8m-3Y(|g1 zfcbI^vr$^%o}y5A0&Z#n0#2c%ts@Vo7; z)f%zS!R@cth?U)Ymu_$IHoj@ilxJAl=P>|oKf>qp&2`IK@8LCd>2I3j5s>JZfNF7l z^{`OEs7fj)WuU7udCR>En;qC{EFzYpBWY_3JbDHSc|6Ac4=7q2J3BeC9gOpeN^oNY z)_wA8sNF@^z8@6<{U`};S|P|9XI9(}q*51l4xk!SU9mhDh|m~_z>P=)hg#^5jFuV{ zBx|Rz3sJ>3qY^%0KV{0+B$zNAYBVi6q#1F5j0nrkkU7c$tB)H2h5!u?CmLbva9I&; z&3jhrw0vhwiwxum8s8^fh{x}(m06b;^_)oGRpyIotQh~2tR^nZEf6Z8qX|5}vqZ(s ze_fjTaF3%9w;vrfCe8d@BSM6UfRoFLQkE_1NcXbtQe!KY2Rq{0nf=JVrupc*?2JV; m9R8mG;osTHf24J9GhMwFv_~r^j)m$XDZnrIv-2xAefI}B(}+a? diff --git a/_images/63f40c6dd9b56d83ad5c4d954392d42f12507cea8be3773dc57d6715c03dd194.png b/_images/63f40c6dd9b56d83ad5c4d954392d42f12507cea8be3773dc57d6715c03dd194.png deleted file mode 100644 index 66f9908f33e1292f24b214e9013ff3771f9a84bd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 56064 zcmb@uWmHt}8#YRZNTVYmof1QL2$CWtNXpRN&Cn165dW#VdqqGICiZ13c5Z(~a9Y2oT-q?(8NC20Q#e zH*h(*T7k#O_vwI#;5sYnxuKvCnmoQxi==+o0MB<&l9kr-&e+ZL@}}B2t3TM2Yiaaa zi;aoF7Zl8S@$SoO?wpHZFk_F|CSdABsecOfx$Q!fM zVc=tb_^tl4o0dvtknSvRg0|R*I8p>TO(v)DRgsY-LY97uX&Qcm^1pB66?vs2LBO?m zMaGsVY>@vhp1#WW1}*^ij+K60m3w@XM5$8d|NBN~&kIy{!BOkP1-REY80^cC<<5TB ze@`(*mD8}cwl-dF51!sDZb|Z2MeHuNq|?0#bH6b8Z%j7WVxGIkhszyoPCrK?U$}a9lN0!r^?zg1&1r4T0)E39d8D=Lwknqxd32%`yQJN(TP_`9?YIo`KF#JdwTH@fX6*w1Vj|I!68i8+#xQ z-Jl^$l5vN=)WU=&qW#@+m9 z6=N>?UF9hJp=r%mimO{1s}{h$;+M;x5vOCykFTfXydimUl4%wL$xJOHFTLiarKN+< zdCY%*B`WUje;w#CMPbxf^ipNLFi zOxl|FIg;QZx~I zvRQ36#g*l~ii@%jKaiA(ypDYU6r>viELv@AOYA!np>gsaEQzSXWzWf&CSR z@WY!sD)&Fqeuo{{E^*aT-<_1~2m~4o5WBY1ac+r_RZ!b9sO?ftkg!-seL=tcF3_zp zRp!aunXqr#x%I;mg(K5ai_>~AFd1{B?{w2BuenKT1G3dWpFhlSZGhCXTq5k3AC;Rc}}g97%HkQJgW7->lh`NVUS;DKbK&jcx9 zxogi9m9f>w7$nC$uCo@)ChX z8wy3{=T|mbin&D}#-KC38f2lqutmI}sTIt!hp{vC?eBLM40l1IUxy##?EzxE}ES^$_uzZ;Ixkz&Bq;)OyCA&|^)+{H8(ujr*7q z#=dcjg7?@cr9G8JYUZq^Oz)Gg%E}?i73{E5W<$AHcI>K(*wB;ryPU)S0({8iMl)dX zp$x%U4KNuXlAc@5azbQ|9{(mc9F9?CVrIRl{`x=bVu@E5todpPEX}pC1d1b^^0(_u(H>%@R^%@-VR)dm z@7HY1uI;=WFe1EOBb@Id;MC+8{-d#2P$4UM()HWEi*@w>|3x_l-D)r(%b;5jG?JsyDqZUajw-LWZfF~JjllDYSt@Jo*1`cj%*=a@C z`o>@(39w#E_e~3oj(Cq|fb;|tfQM0kuD1Ifc|wn&mL&#uU@0XMed!A61Pm1!@k*oq zuM_&}fV^P3istXFfFqA!(IE@+uY4$!g0yaR?A-%FREC>!|7~F}ZFlHDiYM}%i7_(O zHSy1t6ju@975Q}nc60vG`ZK?EGLD;?(b*uP5kPR)@8lHTQ{}9rSG=Gn1!7#57$K}H zbfox6+&h?4gkxTC6S~FbBdqeF?UW-n(NzvM%sk0Wih0N7h#ntw?rmV(Q0p5SGzyKk z$nz)C;H5|q!hkJ2yAUY-yj`MS8l>y5L33XBR=H7bVCcnwe5$1t5W{2>UWP=`FCOp> zBN`LLuCE1mt4J(0_X?xq)HKM3prgECVAdCZI-9Q;NLrKEYA3lkGeD!7l_FsB5Qos6 zRj=zlFQi=*UB~rmC8vkM!Fa3K-^zbFUx&zy ze)a5N@0aI2sUf7F%|A0S4F0PJY~4}OD%1ED;`G zY!wp}ZBReHXU}Mf2zMCsOn({Ig{}(%`=(!@MUc`mJ^H%Kr}*#B|2%^xybGJy8j!b4 zRb2D+^6ica5P02ckU6oKwLfJ~2bi~s;F{cb3kV06XHS&K2U>RWYgL9|!5t>k@>{K$ z_qeAVQRr+Uj0VgFB z-fn#_lo*JsYyXA)g}7Eb#l$mC3y8Y~!``j&>c6O7@cA>o5@)inP-`7w@akomV3s=o zjNQ>J#bQpwjeMGG;+-L)j1Y=%u$Z!NSh91}Irf+)Bp+DB8gR~%#=2+Gn{8g(q{%%& zUNNcg8jURWIG3KaAYhAD{pg0@Xd{z6o(=Cy2KfhTK|#Ogp*+bkWv#loZxd@a>rp*K zA}ko#Q$Z`uuU9W^AHkVB)zM-aa(KYL(=pw<&kfmQin;QfeiVlQ&amQnmF0)EUIMBi z7X#K-`)W`BSJ692UWm3$6gas*`EBPYH$nOv0~kT72>1i%huH^ZJ>y*%|H=>^lD(?))YcRcP&`<`lDGNhCU<-Z&!%;+xzziJ>Cpqr~ zvKYF*Hj8^vH|>86TgOM8NVX|uG>6RcG&7_F#wLBvzeh)eyIccbo&9#Et5Nn#mEreo zk13Tp%b!hzuCw#2H1^f|1x>AbVDWd^|9x(dLFBtZYTtho1Es5EHsv;5hw)J9Zx%Q- ze)N@r_wj-yHZp*~k4+4PnOt?PqG|ewzJinuL)o0TuoI#{%Bir)lE%P`L{Q299tgN$ zeyE=zbQYP=baGuo+&-OK{n~Q%F{7iyZ=M%>Qs9=|j>VvFmo2Kr;oNT1pz{tQUSxn~ zTo{3nk{JaF$2lU240*q(uw=u?9mOb{Wc^Wyv~~oF8}fmtUKN0$i`F1AQC5!j z`=V9^+*5K=Q{Wg?0OchTGXho+fKoz4c;uQQ;OpdibFR1jgHb&oWy2~0T9bY!=2Q?J zK$ygR*^F*L$CIC$Z;qAW4 z)K#Owi|nzTVI_&NCiwFQkz-#nS33gan0VGUzbyj@o^FeTBa`eT(Jf0F5#rfXlhDU0+_OG_(1*eiY%ypiH=51%Tly z=cptLB;|XFv48n^crNQ~)FdmUjLVXYDUaTX7}N2L$EW0Ej3TniTJsrA`NDvL-9=5Q zcFSAmX@?9R3nD2=OR_Fyw<5B1=p6++RvA4*b}`$urkj?t zvT2P0m65nqWF*A)7-a?Hl}ZZ#LOB= zq9a%{V-Fx_;4GPAef*~aa)>jC1_z=+@b4Dg=isoxs3fH$LnZAc7d6o>MpfW7&=3fm z0m*qxF}#-ig;3Udo zK4G@+)$*07ag|<7oQ&0EB5M3ttlp7#M`qU9S6Ju%IarNXCbZaAKSS<#h`fNLbsdgT zS;lg#bf^isEMZf6TUn4BIhAiJ{8Vt6T@Oy&mK_99vNv6YI>_x8TMWj%r+qJgJd$^M}#ZEDeVMvStAA6 znaTSyKzkWPxY7wEIy!&yxIiFI{q77Aw^d26PFxn}wHP7h7ByNTTB7i~&Yhi|pRV>5 zzg#PPE=C4jM4IYqQ!F65RVSn<^1GKZTUmfkAJMuJtvvmgnrZR2W;!R9S zMk&+xk}?=)$LA$vuZOuR4NA;ZCD|$|@g4y<8bh|z#<15UQ6%eW--+{WNB|XI1^6cc zYY)=1%2a{#BCs(yZgPKPW5c%9!Z;YlQjs!T)VjH!GH!yrHj{Tdoo=1K?R+u`6LOuS zEN!|g7oZYpPUIt??%rNF6TjWEB*T zTD*Y!LGA0$3j>ri%7Nty^zYt`AFl$gorIN7S&!apYs!ApvM*5T6`S<)TDr|-v={R%Rs3*>B5zYdvAi@f(n#hb^ci8UIAZsFN2m-q*j z+So^#yf!Fa!Hco_(K)y0iAR?Ussz;f-Gsn;Dl2;(U&IO4l-7rWVEgMp zOgj?ZqvB~Md=R=p8QKGukHr6~*HP2#hqgAxKbXi9z!8DO%Jn5`1+!~L7ao5murt)7 z{2f)$|EX9jy?Pz0{jxt2_J^YVz`6a8G(U0Z=G!x>sTg1d$EY`l(tC%5mdftn{}G?= z_oQd!cy04ff+R>bch&h6rW~yFW^}05wg^4o-!0iE?1LqiUf*%CKB(U5UbBk$E7SF= zoy<8riswWfbnCTtEPeQ%yX|K+~nm87m5=wSL8=GIrX0=V(| z-)C^B#}!xFXX5+Q&k)*BJKS>xw`1GjwGK(sYy7}jz6RTXB0?yxuR zlzkRnTb3rL0f+(MU^3!OtgA;%E34Ej0tUP?Xf!nMamixpC`DWkQy z*5VzsDly{;7u1xf!FQjzK<*^{}6y-$Y9#>lCvGd|Z(+sD5O&kowBz_0tP zQ+#;dNsjOz&=Y}&-TCwrLOtjJUg(zu3xg`6@xxJq3bKId#bb~=TA6KWeCZiWJ_VzB z_p*Dp+8-#aDOuM+;g(1S0aD9S862tSAIvtl9}L(85UT29A(!~Z;X-wgQw{3 zpy>BRJ?zBen{nnUA2o@<8)Ni?axUaAq)t^`Nd#r=%gp*=fEhh^7_4CjEGwlPn;ZW7 z9UCN4{$zO4Yg)YyD_IJ2AS>jh(XXW^L?R@k_jaQEM(|hX|S>i8(3KQbV zeBhh@!sHTf5rY{b-x`(z#P;0|+8!kNtcG_B8MaX{KTpKr{y<-TI2Ee8@<@9tFTG}4 zG>dZZKp=^TNz?clbV&|I(>Siy7bG#1@!_z7q?x6HT$sLcA`6 z>PKdce?NWUOA;+X{#N1hko>^7?VHF3hruu7`;UP?9K)JGNK-Lq<3NNG;7a)g1#4W) zIPhvL2A*q|=}Nn}@Vxm#V6ljR?#|Xlv1ECp1=&@$Bx6&12N~V2f*uKZztd3##9=2M z;%w4jMtqQqu6GGLXw!wIL&T}QA7(N`T4jg(*EdB zVoV6i6S+4bc_ta2Cq{7He%;lmIym!;O`1fApqQymAqI781O`|@PPbIn0n zMNuSEiEJIh{NoJk2VpifpXL6%l zo;_D@#Eoc4{t?Ge>G@+D)|lh|v>KVb=d59aeRRc*lQ@6jd%kOObG|n_r2tUb22L$K zDnbk0OZVqOScKGrf%hlbj!xh9pRW3>OF+5zNY3*7o(W_xqN(h#*%p7+sSJ&K!1(fj zLD2f=SnCb@FkVq0RbO}1B9xeYQp^BRHfz{h5Eq~#_a;a>RFb;wR=ph0y0abk_PE={ zudX0XQETN;qd<7KrESo4@igZt*YQ!H8mHM&vTeZqYJ<4*VntCFf{HZOuBH-bVx_1J7NIrO0@}}1lv?Y z*k!K*CG_;99D_mQ*V)Kg^+4fx8*OX(+*Xy_WzqYAkr@MFQ+FEbmR%3m zfMdBi4=!}b9Ix0+{nNy4t2rjbU=29$P2#3x>hOc^V<>aV9B4DgvB$Z3BzJt|{m+$K z%Wsp*av>(qs2*@FW2WpyLk@IK!`jUD^@tf3-e1DfcL>b^2^nQa(P3fudOQEU9 zANXrU{y~!{+ci-X?x`I0aak5{F+Y8gP`OEa?BZruSs)G_Z1v>Dnk9`f8j1n}QGWZ1WO|d$S z0$VuppE)><`oq%j?JISZgAHD#3vb-3U7fKnY5XNKH_xV`ZaG!I_wA!2yKHviHS==q zh|bCI{YONG8E`wuJ8t+6n88xdyKo#KrWqd;z7F&wXyT?&z`K7P2cu)!`+eCyF#mk=sJ0Y*Efi`<9S`bj4yqFCnzO=UfU z$=AUnJqK#(?QkLLzFimpi=8r{z`9mHPPo3D6FSil)^r_Fz>m59Ng={Ku%pc0{4aEL z3A^3GZPn2?+fn}t?X0=4}_SQR{1x zOn@?OanH9WYgnrA!4vmj7I6U83^C88s#*LZgXKb`)B zl<1d`#7YPmY8+4@jQ8wz9X2vC@*{plyeyG3h;Uvrjkl=sU&2!>O%}BJkY)k zf7)paV*{Z);Rr}+?^3V<*XIu_r`5!dLPu$SCe_44A_AKIwQmgJ2|;;ac<=pP_1LJG>31-@{(c`)**wIh}XNOvyqAef&fWIOkYrL z^o2m_m`il%rK4u54B=|2K(PzsSk*S%`mbtlE}mMUP_VUia6-uHAOe?vr`HHbZq(AhW;a@D3M?l;OWe=$^0!PK33P`0u9z{O0Ij3!UNRg5!b z<~6>b-=IOpWYG{`?2TLZr|QV?OtQoBpA>Gz6$U{IiG6(|+iu!PLcYtJuftHKWN7?? z{0$w~7v*&OQmN5~0qE#AO__!2HmvWoCGDG-hkrDxBm!oV{{q!M7f9>u$DS6N08rrk z{cPezJY%orPnX-^yVSt7`1!l8zIA9O$D;m_laZc{&1Nj%Gx})pLE6VNj2AFDD?(z_S2TD~!-*2Bs*H5v(n$|X<> z!x%EKVR-5bMI^$yL^O1)+)48o)Bo3-?4v)rSaF$XMiOQFb+jIvOaLd9US5vn*%i-< zH>Klz{y9n*xdPTR(s*`pR(@vijk>a%f&d=VG>&x=ck;uuq2nQWf8x_0pqz@NohMV= zLxd;9cWs6bd`l4pQ%Z$=i3_W7vT-gp8p(987nOhWW%3z?V+{v{fK}^r%ZKt0v%YOv zuNxhPqq-3GjPRIqK7clVhhTJrtfIk{{#YW`Pd~Fu1)-0GSie}j5<$4)W29?ZLVz4T zYyCj)WdE}cVlPk|c4-V01BZ+TpoD>a(hV)WJpj%+nzWrK5W^;n8kq%{Qz(^4Az_=C z2O3JCk1sw=<-**M0>DY0;*6qH!FfWxZSWR18(mj74SO&>^E7lXLEg4pwG-{_#r&t) zI7OU)mz3z>0xDX(fUVRbS(&M5`3B))(ovz)sfX*Z}j+JaY!D?%_XG0x0 zPzVd`rDR5ETgp(p*4F&q@-vz+IYw?s$_Sxmp&w&~B#jp3OBoW;t zFFAX+Ghq@ceFO6NbSJON>r;5<(H`J0B%5EV8*ei?&xrBMe^6j{99E{hK8bvh8b1sT zp6J>h!}Rq1bdvD5Cpy70|#wolihej7M@tgB9CGioIb-ArwkqBR#mF&_zNl^`}juJ6OaYJ z=EeeDP3!+16e0BQ8&2DAaAitZ3|ZvSGprNc3Yn{oBaQZgBzREuaO!?MRr5a6SEp}O zpdoxsn>L+D7ZN|RHNM&LZxpG{>jD%WKn!>jf6>xyg?jus^)`Ff4y{$l7l3THT7Wld z`)$P=$)u;N^R>c0(J_zzU)aP(V*A#EmRP*DIQ|1X`1hLzSISvnWfZ9dWK6RnnE#;e5Hb*gx=nd{U zm7^}tGAQttXg&Lo%3*mb;y(u6lEHd*?Y+Of26nH#U&<&3)fTW z5HLKM7)t~)Y*)Js4cJg9D$tNSX@x1^73JsK{kjhs&Py_$S_AJB@-IlkF}#6UXw_*I zv{lC%ao#>_yWgGKEm|_U_J{|O)e6;?M!-xzAb{){&y7DPiB1bHX=l4=kC#GES7FD- z%%z)sNa!;K95Gjb3ayY2?-e!z*7_mqo@Np zyh8T4^Q?t4*fbwv>hEq3EMFG16$Z%%xb=JcIVxm~sa?o8;1SY&SN^cq zf}=#h-=DmY*b`uCssS@|0MEe%G46 zZ8hE;8`d@4!}sOn9AAOE=udBQKQmXLAMTKJ>gV`VNC+RTC__2GAK@tco$`11K6xtG z2^FzlHUV@UuMA#2>Jr!1NYTu^JDle|g*2GnLN%MNdlYdX&1l*!@ABU4Ef0zrtIpq@ zt@bo#@ca!D4bP;(*dqpS3~jh%t398_+`;qx`9B=iN<%YNiN(D*0vy_y%J7;8mGcGm z`(-}H*M_|<(mE!mo(N27s1!i#8szAk2K+36LlvY)kme*aG(V!n$9N6WH3>83-};2-Nk}FFY%_0YpJT zf*sFrJECA++d2`#^Y#}d2S4s^?^gE@YQ?H^l6|6^V2uP!q|pVL?+P(4E_%D8Bq_d@ z*qdAEIqN*SN#g5VFD;!ca}4D)R_jFwe{1v%R5Uwm`y>lge(oCjrFoFcL=ioJ`NUq( zz`iZM1FBR{sASwQvo;TVmjRQ!mz;L+>>RC1W_eG>wDnb#duep)C4dA&{}~LXy&0MX zOF3*Z^?Vf_f+`VDVjljRERwq4z}mdu!Hc~e=tVR*zC;O7-~k0Z2sfT`{@x?>)#>zGwRfP@Wo+(cNw~ZoTS9b%u!rd=;9dwBwgacmzz!;Xiw?1+*<#9o$#7Lee0%rbi zGnl{5LIJ4_Uy~Xjgs568VwxwJ$`$AKqDApdmV9crqy-lp@eez2)jHy-HqSkmELN~j zR^3G8lQ7AshnrPJj_*%!Wy$T!fwO>;uY`qM&?B60)n>JAko*DOa5q%c6dW@Y$?vrA zvZ2g-I2{(^SkV4FgoUm=A(e(v@950K3+S+Z~(dB z*d3KvD~;E!F$oG`KutuTAEG)vPLaMZ`aCg4RvUvu6zs5SVK~$r-C5M>;WC>E&_!6a zNv57UPAG7^VSfsFnqIG@k^z79?9cCLSTenp1d*7lZ{XTk6I;Zp@!>@OdZO-gb$q!* zkQNVb!oM2x7sZ&VPBG&b+eK>^?mWpT0?U437_3yK=!KocZnT@&lA9>r2TkKED|Gc# zerg~JoRjJO#VBAF-V%N`S-?Sg#xX4Ej?*Ryr9ugWdc9QRn4N9GW}IQUavg#BRqcIN z4g9!rOQHO#_zx^5!2&=89uFD!Pk)oY1~g+bU1KNzGKeX;txtZS?7E1qlqndWx}f+O z9C4z2d&`n4sR|sLn%lX$+b%4d$>*kB7^wn&EZ9hnPB8)J6S33DES#D`O7$OY+13h^ zW&$TQ@cPin@3tSZ#PX!3s69~bj$3AryFFgy%4M@Sw2WrCL zB+euko!1HbYugNj%e}qPXv@h{+DBt!nG1fh3I4cp8jV|P>6cq9QYzc-wIDho-hKqe zxD_P&AY1eL9V&17Mec^-N9bWk`BUA>$c6<>bmPto)V~fOhD(++9uT+_$^#IASft8LTI<88 z)w>vpAJ#~|!X?xf{4p8vKT)kqJ`#eBa7Pt8hfaNCFrfS54xXRfjeH1%XoSL)t?;pz zk>G%?+oa7CFk`|yT)8&@F&pt}RF%*zlGGcJ*J|^EgPzY0<*zBGcad0!j2xI5>pF~Z z;Rylt9Cmh{-0$4nR>osk_$vrN)z;~;{R+wS;Ro@*u)?>1vB(r@s{pzd$a_rB9vY*P z_I;pix)P=GVVdj%BIMbJ8Eksgy*PbD5NT|KuHpROb?46QspY+Fo4F#)>#b%V^Zf!O zP;zM8n83Yto;A*Wa=SjW0aU#f7QQgeVE<{8s`Ki|A=h9k!6jZR`l9tO6ZBIA3`AQo z4M1+W#1=#`t0MGa{!;v^uH@T{*ZBcZ0uRZhQp|=b)v-0d0R%kYp`&4C z-XnUJ-Tfcopj2lD4iPY$Z8QL&?FP1+O3S;K@~8+$zsI0B-%Az#h$`Ej%A-+%VVZwlAIGZ5;S1o>j`nlKdII>yyfSvww#1U;8}Q z&&SAY#|p!D6eRNBfFTs0@MqgagBuTj&h5_L%%|i&vbn%T`|>&4E$FtFAMR@i|C1#+ zIdVnF+QPe9$)<;xn?~jp03w2# z_=ppdSlOndrf2_`{p|?dj?zc;;S?-@e;AD!zMx-OOqs$~btL7ac_2=fEL`|iHixtP zHQ)=%;cYYWY7G|n&ikb5t%sdJ17|a*i32?UPIy;vU(%O1?|Sn+gl3s#go}ma%e0bc zP;1PL@M_O-;9C+fBEuZ(tLFH&0QZJ=pEl z4Jg$FSqm|6fU0r$L7W1MiFTOovp&cGg-5^u?HHg{JR5wRQXpNxQD?&71e8a=uow+K z;@|SQ&H|t8%J3GtFO9qLBj3dE+nU1@fsWJCVoJ5;Rh zUrc!ciNJ@)WmuVIpPw%hRN4eG%L}S@Pviiz%D|nR0>nJL#uo(+2Sxb5x5AKdlEkxI zXxJMBXvSXSj{Rx*|IVKNgg+?(rSexnVix!_Vf!JpyamQ_b<#$ zVVq^;Ta}*v?oV#~o%;CiHE~y*RDQ&)8Xmi6=iqP2F#z7sQEg7Rv0VBxvb8oKVdT0p z2hy)M!_4JB_qduOcS`zua({l&_u@5hm z07{DCK5_KK{gKb)F>Q})j|A{X#}4QCqt=nx+T;j=y5&^ph(XK*srG51$N%FDcXwffaDQ4 z_gh~D$jioj0MzvSQ#%BJz+M!ImWBOfmSx5+>$JgA ze;ddVYZ=56+qG9~H-asCM4ti6c-oB@l;?0c)?WPQy~+u*M@4Y8eZCc-9m|r~&;z90 zyACr0=hu5SZBD`WO-pm>I-U^kiD+hn>u)m2rItME(Ls42a6#)>qV{)c6~sRo_;ppqz03Zc zu>@xh4mKg@dVWOpb88dydf757NJ!&b9IK`~=S4SlZhk>zk2ytN7N8Q*#*2j~D18p7 z9GkK*(p;ErorJJK64qR&q06_$>%N(O4W+Sxfz1VQLZz_*q67A?hRB}nrOL*ouL!!= zt7RZgaEke0cjKyyxW}<(H0uj#sGA6ExGk}{!7(I;CTJWRDTOW9Ra?Q-;`~Pp44kCV zi^XEv5g%sz-3@`AvZR=N)-3`CG;$J{KxONNKUeqLK1FzTpQX*us{OEItgHw91%=b} zZ@s+{Y33FTJSIGUkJ6Y2POdvJ!GG4(<)Q+6+;I7fqhDND>q5ddW5h2$z&9oN*{~C;Vc9ct#$kH8Etp}8S-tVGOB#MQzsQDzc z-nUL*?&#KC2L|D9-eY5_pmRG|JReq8ZVa7NWPeQU`yY6LTss~CWAp#PE$qeJODHC} zv6qkouqU!b9F$6{e_+~WAs(2LI!};tERcOaD^3keRpBa{FHga-zE4}c0RW&?tA$bw z>@q0^0wL!N4|cZEcZ@B2m7IA=)VdFGRLUxPUv(S%`TpH0=5 z-5O@sL{Am2{wgn##OPDvFvq*=Z89ZDp5$iZ^9eg~e{Ec1%{-xJJtX6vEm$m^-wGnV z$5~TT5teLeKNJ?94RKL71dYaKKK=RF>yWI90IIT3t9`MLd{=3S4a#A~C-gv1Ph6}0 z1T|8QMw@Tg`^waeiKb#9s>^W=#uBUS{nUT6prqglCgzW!;=du|FP&;~WQQDf7VaW* z394?+L-XTU?iFPhe?3`!vW=Y=h*DILXC5{Ao-PCS?mTbT37|vn-8UJ5@ZY+q-}TL? z|1SZFo%sNir(WEk>5}MEr-PTB#SsRQDJ7up2?|{2PatfTM@!INl`H4shCr;G4*8Jm*?gqzbqErPJJ z!HT{8T{tP2To`N#NW|S2G6jZi*PEW9WJvk5GTbn>PM-lHSL*A_n|uVlv)KHssDV zU!{`EyOZ0x-J)bS7sjnoF?v0RB!V9YS`%?#ASDK+0`V-}T53!?s~cCyY~*IT)8<9n zgTz2Gry0;9nc>`tySo4v+VTgQKY^~dxbtdm0h)Y@S%)|F@bi&t+-M0*dQ|UyKac01P}f*(*~8h>0pg~YP{*!0 zH90n92d&25JQUCpnq7yR0+Oc9mfM%*Io+WdBoSHmgvD;N6VHv=K{P%<3{5g8_53CZ z&e8VXM=M&A3#@E@S6#+*k6_B`-8r;PeHM(fhc-L0sFk07lAv4Z;HRV z6%pSGrG69%xJqpL-@B~#$fVbv&pUJ~EuAr_lgSyx?0X?QQwgP)&~vJ(fUc8IM>>0* zfP(u~L+vF8P|o?p36vl)$DYGDhl||vX&gb}7#v{3Iiu=1he!0|o#81tr`uO6g&2t$ z;Y4-`Y+!U9Td^oHa-EDt?4XAHW<4uK>wG(-BSpiMdXiA`fkG}=C;$zf9Mtgj{%0UI zBgDPHRX*f|SJ=zBe+<#iUo{7`47wkFECifkPeyxpVXhJ$^QnVY8OCKXoFP)pQahK* zXGIY8ob#4 zk1RkHaWocZoj9HeM#&*%np7gt&=Af_EIE6xF?)k|I*g}y(es4ity?2>+M|R)(!0pvwT z!^r0$R4XazhkM(f?OBBqF6{d6hfGB5+fB%zk+o$IQPDAn3342rkGK2hJA=v=7C^a{ zu|s5Qs*=XSV$c9lmHnrg%`@~HxL&&9m<`CIP(-+i~L50awa&PBn< z7^yg5Bum->11$slOk@!?Z*QOGN#1+zlQH9~z7*&4fN+F^Tm~(Nqa?daTc)GJIz-fh z7cfhWV&-J_YT&g(bada}(_wrY*dM!Z482L{YZqP9M@{vu{>6rkzdUX9SR} zayoRPzC^K^Jf&0JAbtOoiRUy{vBWWN?)kzmfdivF+z5A^3uz$mB*wTdG^Gh^sPk8k z0>=}sW)l5^si7}~j+ze->u}?BjkGrlB#sew3#v?9@?_D=-`pfuwm(Dh^<&ciqLww#oJI|#xjDkNmq9E#Qhld4`(_H6J~EP4+q$t*+*f7KgS~lxBD^X3 zwrc`m5o!J`{j2WKk*%)LNe_(nDm~|IiS38LTb48YoS6Hj?P`78y+|pD|14x3DA=AP zT`dxm=AVoO?0Qm;hdp!IxgazjMVO@mbhWW?f1uR2&%2B~r_!@p!vm$1MjKHJMpbYZ zui0KLGC5yDB9O24z317>*IaOA-v=U1z>>nIR$>SXwHraGF-@f(_WIrWC zJ1Sr(w@)s<#P6TL5r~ZYyYXy$)Q?;sY#Kjq zN+C!7yXM|CIw>is{X7=UWwzy&HJZ(wHR}F>=!C6n47z6$C^B**tIkts&gT<6 z$<%LvZdo2A696iu-yV^~M!+x%A@k?Gl|@cCNtCNu<8Q5X5V%{Phk?q6#yT5)uI%(& zqWEPwOUGkht|4%Y3*h%9Ls8?Ll{a)lCSfzSP_{563_^h>I|oQ&>NmT5rg<4zjh7TF z2;Dx!3$<$*Z=54j(eD*?5C?voiLO7X&a0U&aW;aR9ov@y?Cw^^AXBJpM}VQAD}3Qy zx?l{URCHaPe4d8n?cp2C;S8HC9{PBkCI5?;=vYq`1J@v(Id_B>AFH7XU&(`=L+rBk zf30%<4SA(XuONbwp7(6G#F;2CWs4{kwy6$`FQ!|5%iK3cwegKV15RxVPwk}DgbO3} zlJ^E3n!WZS3Y`W*m)xC+2btpHPd+6TS7;p43v$>4{-41q(J2U{5S^1JQI_L&Z~LMl z;-U$lR#yFGNWl&RWr5_2Q=qtM{?c_@m=ANSk5wNEpPt9NSD6^7`VVJJluMdQeFtYPusCv0dF4m>peu`r53!bnF#ad3CpDe zdZq;J^*>2H1J1fYQza8IShe9={;QC>znS-$DApw(E9KT~{!nb6FgiW?ubTKIJz^3! z;I#KJwb?3ueDypHZIk6y-+gG(U{ot(g8k_yYJZ`)6kbOQhL+K4q8vlB8AacN+tbRb za~0>tzX*toKHqJxcvb2_7OtvaL zI2fT$o>N8$37eG~D`W!Qq1!KhyrXD8B$28cqRUFkR3Itypxlyj+UR@(Ca9%LC$D{L zx5}h9^EY`Eqry71t`ex% zbj12Sq%{rc&1>@Rr<2RSMY{7rbJuBX_BiLix!yEoOW}POH8Q=eTxn+r z1S>Zvux8em&erwm@>SdPmAWCHn>LzfWAG!qxUznnBMQkGyyX=ToMv6_?0c{`R%(A3 zeG)STTr*AtcPEm`WxL!y4XFVq2gAh5KSDEkd7QHWir4<#-i%s40`Pw7#Ao}Y$e2=a zX55mr|Fe38S8Ng#mJn8rdRAQ-&993H;l^XJ`&_c5w(DZJ5aOiEH$a$AknP))czA&Z zWmQPae>K%y{w9}gq%Yiu{ksph7GD4lJD66jJkO6Mx4t1ocYbXglrktM`m0wedq(DJ zhmYf-HCf|j%n%K=%@^~s4!7NP zq?nk2VIHV+LG%)9fSHc@|-;WXHx@~>|<_at81DyQCQ`}N?E=}9jBwDZru1-FbSQdpD(?!phkF^Z)icIAgc*ho zL@4JN3e*f4;NXWl@;lIfBpHZu_rfcTidY_@mlUk)h=e6lcVkybm+9Y?Sl<3 z=m4gH?os4HSFIX`eFqU8#aOMQUfsoEB)d+=*Z0ZfNGZdYsO%iyO*ga?p7eupr7=Mn zMtTxxvJ)hq!g-+28ZZ8Ah4{8${wFEkMD=yRSzRtW# ze`sAUF+1Nyl7Zi&b-u98`9Z8ec{EW=5w0j7?OupKN?bA{nl9(ed&pt!Fz)(vQ$5y6 zP5PUUq=+jIH0QyXW8|2lxa)IpKeLP2Tdrw}=#G3HT0edgOs7e*R0q5QLXJnc^au;{ zlHp`N=<};_UjZN@PGLQmK6ZfoIF8DEkNEf!Qq$QZbd7zMQ|(c`&2;-fTD0 zb-eQXtR_D^_tfy!>PL(C0eV!nt8QP0Qj|t`#Re=49iNTnnC-aY!EACUxx+iC6?3@N z$}hgs=Ty(DAz=Xxk_dUGfyDJV`K1XiOyc%csxNjAb6TIIBVfwb@+4{KdVJm zpEoXkrRR5$WmQ;9>a&#=TZmy)XT~@)*QTB8@05w9;xo)NU@k#o+Z4_K{TmMddsE%Y zUddqml^^WhH~~4cXIBsW45mV>p|K^PC>2-s?zLK|LO0&=7MQYj?oov!!8}-hbw}^- ztP3*6`n%zqqut^3DT`dHf_eANb^!&(z9*dF_v!_GsiH`sf&pBfTkfSc?>1Qr6kCQu zX>|m}%8d>2_;wXbI^2|uu4HZ_`Jg8KCR-A{D`OE;h*Pb}`uA|1;Xb*U<`Tp`pyraF zW@Xp~sz7976+!l&eZ#RmkG)HMZ&#Wa`f!TdjF_-Qc@Ah0NnO0Cb0^H=$!Tl2y7J_B zPqX&{DVp`xnB}FvEe==i!+lW%>bX`P zJhJIrcaO)BIBVd`xrdcAH%&CX77kdnPhRKH%}HH!DLEsFTrXhr zxontAn0l$~I}{&L8R^5Dv&L8705oZKz%xzVlDe>WH`D=cnzeLJq2fV?8=jv8KS&<- zsjNS9N3#Fs#ql_dB z`WutCnJ;;46ipu{MGsvA(E{uDUuv5V)5%{`*6y-?uA;#X#vUImuo$|Ywuyj8T(LDL zw8@$XZ!g?`>jhSEs;ir7T;Or2sLBs~@z~~$n`L}&$@qb&exCLH!ns7ykX!oE@Kyrn z{!&_ggFcYPmf)8!Djvrc%*z>MG(0i(OhpZ6n1nIR6Q{vm5HYl_HS~+Do9c3|GfWFQ z>fSwcCpswGTz6E4h7?n_eNXPaSspX_@l4de=ohFlOg)F?0}_sg%w$wH(*uR2Umc;l zAE(%6X|78jVaW%PjOBW+6!>C}a=$W4S+K3r+Ttm)Rgoi8gvWZh`t0;50Dr-oLj;?x zrKgQ>y?LrOT{$7pR)G!{3AM*p9hr;dS5ocWGqzP$b>pqT2zcfg3rwu5~tb+eBN`G8O!A?FL2Axx161 z7wi+0^Pw*-QG{OPy^4|qprt%B{oNT#{#m^AGjgFI83&D5R-1~&e@mkK$E4QRe$!s_ z`qW$$kMkkgTSvjTvD!DjCKoo#G4p{_Miy9etHa3S9$Dcl@iBm5AAkAU?^{ z!!~LA^<-?568Mj**N(ap^O(!)T^}W1-IIF+g+aV-_c_;!ml?VLCcVDJ{K;xIT84$j z$ABXKdf(k(4sXX=rt$qd;ft~;6Yg#} zq;@m>i}eDm8YsAGm+RJEwl(`}buuXacPxchA&PWWm62otsZ|9QO3UQlft=p^QfQwv zw+%LPaJh$0AR6|%Z@p}m^GM!6PuUt1g}u(P_w;;xFCcQ9Y&_OXY{3yGGgcZEIllm# zY&aB*aKE*?cRxcJCY;M`r`g_ybuy0;b@Oj{ZE%ZT#!TALo0l0GY8S^uw3NCn#FWZ? z0%cunt?bpxX<0GeZ`%}(pwvi6&eV57s^;D@ox&a4_j1y$?nC=>Jpn)`4^hA@((egn zJ{Ty=vNoBWC^6Or-`#FM;%BjL7l&2mJwtVAVk^+G_%v;N?8-cs=#59qh#)9~6}SJ4 zWdaHjhb05peYVvOX*qm^6J~@Bxxc%SQsiajkcEZo)E~P?(DXV_nYvfY-g04y|G*=b z1Tu<#{6SV}l|{s+_<46ldUGw)jCo!TtRPnhlIOeukLWY4G3U^|%6o*{5}qjf+9fYR zc1@B8DrO#-vlMr!(ig(4Vtae&!n$r`q8Lb@(Mw2kuSIKN?>jr4j(#EGhS%A25h)J9OxIpa!p=dm>tbR ztta;E>FT6|_j%hU_Q{hj$tavj%K``2a-8!z}lyVoetU`q!{|J&X>#x6m670K; zKRJ%%fuen}-#ULSr8{%>1Squ3Zyzr-xAT!;li6<^Ja1JAd|@(kB;@}G;g-(6-oc3? z?r(9&Wf^VKj`fFX3Q4+SBoXq7{47pqfZ7cLd*6dk(0O;SC zsDrV+sI%B#oZ#Q@^e5<1#N6w7UR;PvE3`NxU!@$`8!Y)ADM~gIQhFX}`jpKm<5hb| z@W8ZMBXpR5FuO72_H@k>xT9ZJPY(J*1xcIXC~iqtGBE@N2Xxn2_t}Y*e%dTvP@@!G zlpmd~TJu3?gmRTaF_)Hu?pyD?&kc@UJ#mV3zFH^TK$iZM`Dw>kY$?_mYJyuszGy6!Bi#L?V^< zqSgY)%e1Dt(m$ZpCz+95N04RR=Z?#QY&)k9l>u}wm-pPL@!G9alrS{ut%dErt-D-; zyG0oay+H%YI1tXL8(`ygBtRiRh3(>4J&V8eT z8A+kj(=NJuDZVLd?!Pq+He{V6F9*V9;ZCjZq=NClJW2qw9A)*1+vn#z8;~7@1y#R_ zV1kIQ?GC#_>mitdBT^ZiwAX|~O?sFNbf;3pD_4}_K-zkDBqYB%WwA`@b6t}0zy>XP z#TL-`0O*rX3jOGChk@R$iP4{Uu(RLd-)5ve5!$Y$7NyEG)4MW%)ev@@*c;ARoylyU z%2Yrx>L%t=5Y4#tz($*R>Mp`fqp$95$ zv_CqRkH5{j6FD0N_Y=8x;u(EZT(OihI}L9Y}*dgO!l;(IoBmu(sQ7=J`}t= zXT(U8_vS@3QXp&pIkvxn7HZ~&3tCS7c~=|VYdj#A^;q{d^rE}X?lXodM#ZV0u?7)R zXz>?(hU=qh7CAIM^gl)vC{HmA85f@*U>Hh*^$$1-V~$)mFiG7WRC7mx5gXsE&3$uE zu@l(7!kMNY>N(E=_UmKAPdS#opZsMDh}+As9vNc%w8x8XWjPopT@cp`rM^6GTLr&WdY-w6rA{x=Qge0 zG3iGgSq)xFKEY4HOotEtGj{QAL-r2bQuLDVI8o5)2Q6dLkvs7=L#ALb(C3jEgLE@E55H01NYKh5w=axO#~U1*T`4=eUH!V)7n9F*@x>AElpCHgCktK0W1 z2*+<@cu-#OLe+vsak1&gbl+5!^fXyI!<1W0{bO$*bkMEr870IH(Y=9Ekx@AY^)HP^ z7g*-~8xR9DB~U|OkVG(FU5@mlY2P#w)p=~nCmL_0C+3%XEZgn}=m2Gl2z{1D6FTj~ z7(t);#Z9#8$=!gpLH{sk2R-fqHzMQ8G!?BT(>iqGE_&=SX96&pU90FN$g|4`?k7{| zyPhDQMa}bxMVq_Qq_m@79HSMk-AS*y+kF9GPW#F3{dvu(Qxa!!r{WjbjG3wS!ZzhP zF`vR8DNvC?F*DHjc$NtWAod@Fsk=fR?r54V@Kv3l32DOvgKWg+cx#vF7l2_*VT+MTbQ8r;JE4AQg7EUNr)C7S}1qt=q_9{6doF z(hHT=Yq}4RG1~(l+D;al&=!QEHV7?4lgduOr7|DKA13D9-1V~+P&&?pU=&FO8dcGE zz=`b=uDYi%;IMQ9w^i-0+I^>YYnXlfkpZtO4dm);H0$0dRE;4Qz0L_I&uAZ6#Xo*r z)8f?bMhtcq6bB@JZ^III>;Xgt;kptH^iDfJY?pFsLg&n5Br$1Yx&8D3zIBakt9`9))jTW2k=AO{LL9^e1| zAL$Bo3(G*a5IA*?22VdN@T!*2oa)qA*G|B@uN?Q%!5CIZK^j(rq|jVA3_ z&%O@#r*CSCNW{gN&9cllm0A_x+>^v|sp>6{c^dg-1pBjD)AW45^azT`HhXN0JpGH$ zOS*5P?n8+db1tq|3#Iq^MGGw)XBF!qVL?lkaQo@eSKoopv11(LNUE~tz(Ei2=LimW zmZ?C;ksFAbn=^f1Gc*VH;;<*C} znGMgP;}-)jSFTm;G4G$ske&EqaZps9>umY`Sav}^!9MLu=)MH{={5@I2hoCsc@`k5bc zo2l!o0T^RhXCr#Drwo*W->u`U1wTLH5JQ-Aq_i(6bE21NV|?Lza<%n{pW~Ev3aGaJ z{w-tLhzJ>0u_M#h0m$#&#U{dW)j3jQrv+^=CHV;_Ea)Xtb@}d?MlRFWi1UKMW{OF6 zLrH#nS9nvKi4qeZzSIv9Re4qWRyv!g;(mS;mxD)fu4j)_r)`c? z$#843Y!d45d_jL^eQ_YKLV~p|wVtp$ZDf9)k@eAXUhSGoLl_$o^!BVvm_o>lN4G4I zlEbvz4Y?dwd%JLZ(^coNa^TS@pTZdmkSuT(f)V2FUWl7vw8yGzuLa3TeMh+32EgD# zER%n7fU6~iX1myMp<)&hoW%ojw^!d^p9<@{0=2V#2S-Bi=q3$^#*~byZbRfIT^QvE zG%-OrK)AUI9Lfv2h(e_}X@}wm!q51Lebuvfq9090bYi=#Xy&;>gQISL%pc?mkNjoy z>I;ym?31&zi+voDsboiPFvYlSHoucmeM-E)!szMPD(R-@KgS2wa1#qQWJC>e{ri3g)#%nwQwZGTmhW0P|KcI`v_UM z;0X@2of=TkR5oM_5aEFW1B(9Q@7I^yTjcZSm_T3k%zH{E?yHxgo*#b6AR;N^WulW1 zV65w93Q(uwXWUrwLtjk|%>|F<{KZSK?MCD}0E&ghvZS`#{jJ437TPC4xCL!-c<&T@ z$ewqf37(w5EWWHEjt=+fW{h{ma1RwLDSnu8PL{6ti~`Xy7s z_(K`K;GC|L)qGwfw6on}mU9;~n^S6KLNUG8o#D!8ARA8o%Z=p{YpTmUAwDMc2ZB>D zFAX$5cKS{NwC=U~cTbDdeH0O8pTn>QU^n;uMHAR`dH~GKP|3U&Aby@cX4N$I$dn9! z+%ZSJ7(k*Z<8dkSOvKyUdsZ4|jxSkvT{4EI?f6e7h;)AeuS#N%!77V_uii;X>!mH_%YdA(5qEAjtU~b93@xBNzG%tNdfxleNE3dTJy~a6) zIodoizxQ$W4eGJ2@RbW=yyDiL_~sD!hu*8H0T$rK1k^{s6Trm)RG*_!Nkc90`GL&{-ZY`ev9h4`H!8v~IqiQADv&sYYBQYli(_R?M+k-GG(0EYFdnnlG7 z)2Ph*P;?|iPF;s-p!njb=fTE&ooYQJa8208VbuiCYQLCr7_FJyh3)a0y#cbINu7zF zs7xJ29%7&b*mC*$eA?Q9w#5uCw6Z}SY5F@7GyM?J*(X;*tRAG3+0?ET&z}?mm z9kO;L8YkmT;bBY<+|F`z_=TG^{)_#eDLq&e|B&6AlWv;m5GPk?+jlwW$Y-{->CN69 zq~KqOF==R;yv7_W8T0zJU8U$g4`vF~!Pwau`g)hQak#8M z-r4-d@J~S>yX;Z*o?~piG7~+%732<#-+)2h*~!+krW~nKB;VVnSKLvV5)`@$%okzVZWx{C>TU7OI*O#T6va=0tS!pSC+Krbbz2>c7 z`FcLeZclQTqd195wEDQgFv;j}UxwGdcRe+5#_OCgxbt4?ex>r*WtjTLXQZ#*i@2Y{#G=D^9|7PTQ^m)kQc|n91V7Co)Gl3(|zb2 z&f`)C&r@uQsrx6n!!Y;E+AMVpU|iAriZS%Z6y)@AFv{N_8!T0`=L4G5mxflZG-`>4PS0a%}t+lEfLT%piT@Gh~`bZ~}ocGCzHDgxE=Y8@w^~;$F zP1v$spk&NCo*4W1w0=a}^RW|LJ=Wp2_yq@)X3!=F*x%T+L}N!?;)aMK?t6=Bq&zE` z-)6WCnpKR-RZ@pIdAMs(*@H(o6L~GFS>8Is^#OD$HwXEAZ2z*`g4m1fP8Hwm9nVR{ zcw^JT0#Jq;h>aepyVLT#_;4Ry1Gk7CQJPocMK|CF!4oWMWz}JCYo6HdIU)R04<-}6oE35J2Kua$x;&AY_tMTC>Xnq*yaD{BN3(eu`R>!Rm%=SFDS z7zM3KB%j-P6|xl?{;0-PkNgEYz=zwWnd?pSzZ(v*9$d58rg7ZGqJ)uybOHntXJ+#4 zyreI@Q$I)T%_0Bw%NI7CjrSDmMX2Pc@!NXUMU~0uEZ`Ao-Ra~G$4mwLE`l!bh?&8p zkU1%$fD0AMIqw#mPBdX>{JJ@(iX0*mI_m%t_wb3hOSoF(D zx3Ud`#wH68`hX!PP1p$ZWC)&tE5SDKTCq?9ii3~j^7Cld9rkPDpYaofq>PWZHM1%} zM8H^yCA^drI@hHXMI*i-KnM_8ZX2=vbKX1}U7x08URd&_c!DgF>DPQqrhLvET7G0! z22IlnPj>jJL&&*1*|9ePy>Ad0H^};n;EWw|>s5J`vUtt6d!x8@PX)zcM_+Tk$;enc zRBOV9p=R>@D|z@MFVpEF12lxOvXK3dYNZ#uu(#~%l6=rPrHqLVJEaf&&#BMc=w^ye zb`xBRNnDQ0x+7hlZeqsRbL_(4jQV1B^Y@n?Q#g?R7ONr6g|bj~J$0(H22mab#1YK1 zhtqGxhytgKF6~E?GDf-??w-b?>-oxkxrTer)4S6W65{2eRZ*&7OLn+w`xM1b@mix7 z4jgnN*UT5|T>Xfh_2oQ{O49V-7C;w!pu%v!O~vQ-qR89hB>d5kVk+}fFt!0=90>(! zarnhVEzXYEPaVGZ6Wow^^Wa$n3_|GZQod92QYMZ@%x2`59hWYYFLPCFn6P1m(a}r15uC6ko*~Sii z+P14VKR*`?z-KFj1xoF^U-z=DeI`q>~av~soTwgO<#Rer=6=j+G$?!qb2hAYN^`{tIxt^Dlu{>Ey zr@y2i(aVymVpARM+k!S8Ts=uh3LGAQ6%F!Z>?Xah zX+d2>t1$sI&cPl-(v{``8r|i;!8~8VBJNI4)H3 zLSrqDO__ZC*N$Bt9g<^LmL#Z*{{rm}2UYa)56!|nw^?(@ga+`}y>`|8nz{W0WJ!d= zC`wCMr^jFm3_L4Oc7L@p3?&*I1Gu_k&g}0=n{FiqpziG*1@RU?EDOa%e_J?OE&#J* zz;hL!tDQGRDSlsRz75(G&`iz+8;9Lppkx}#uwq7LwzM+uU2jn?{tja=qFM#Y7qMeo z$2OoI1nM+Shxs@2s0t}%#;h@bP8Nsm0MCwC7=b2PB^ zVs%kl16>0-nm}heT15P}w(oOlGt4&QHl&u-ql~NvyoLjXf8cQ!a;jm}pw86RR@51-2qL`3!;&8aK+Bbpue@HrXz#^yvdHWm4QN#39PuPLK8dO`_Vi zCYEh;@C)&{yD&uq16lt_AmX^!G)?FVm&pu*Sx3bc{)WIxL^?9PP*@sZb0Y9E~5zgsCU);*^HfYh7j zWInSZT81+l7gvRkodnuB;aPy`LPhO{{8Yp0@y~j;erq9X-kYS$Xq?X@Nw@`q#DgP>hDttl_(AD?OBP2aM{H`Z+?Y^O3yIOmZW1#>%PB z&S3Gqc}ZYm+4wJ|%QT@~_v8A+lY|J6j9^tXD$ogNLJ4~#Btz|T^ph)^u_y%FjeStV z_Z#6%TcDG?K5YJ#RZi zitGlpX{zYE=m=2JKrXyA)Jw41$!pYb`4`NQ!4(osFx#jgCT&jYX7YRCB3LGLN{z$ZKY%fOvZ_AA8=Vu+ar91J8&* z)cuR@Kp?EmF8Gh_+qVa8tAGq0EhaAFA!XTxvUhNXdI+OZzsoU+*%jX5g$26gJ_4Y$ zC8P};>+0u{$wAX7IGgF}$amomQ;j2)eb-+@*$Mbf8F_XMs(=MPD*KOCZVh|*;&-wm zN^&6CtR4t=C{sbo@JN!ezN*9c<%^p%=mDmnAjYQnIEDpP!*@S`;Kgg%Z}xpgP6d0l`g|rMvC0)v4g^iQ9h z^rY@s-|^t97ynlQ)Jk2+z^4l033o`U`BB6cTvQ90%COg5Sg8YwCMBJ&?`DtGvSW7p@E$Le zKe0vHH>+mXaxRs8A^G_%DXr#F8OBl%&XF%%ts|U?RsGj{OLBsDh};5RinXm5iOLhi zhKJw8ZWcC4JkwX6gRH7brElwDywHS(2&a|42=yNTAq0P}03Nb`!EfMF|E5|`^crME z^-wWik% z|IbMIDAJUo$hI($9O`eLG)`QzlMm<_ZAtD#x6adPJUdA7!K2c`cwnu&@o^n3rd`lh zFJ1F{+Xv#O^cs(-ta_g?^*f^$0|i~t(#ih2lOZj(87zbE5@T-qVFnA~dzPHvt?84_ zjd&J6dJ!E*G#A!9R$h44o(7^Ze)2$p1<>Xl(~soD`G&t045XJno|gI(Us;;C{i5@D z-@~xZX0Rck753&iTlseR9^&)4;ZQEq1B3&{sBLhoK{Y{2k&vBMki7m5Y}gdRL(E-W z3$ko{n`fSkrX@M)45Kc%;qKR|b3D7S8~5LwSfppe3x(KV>uj7U5<<>WiudEUzC)lT zDHP=IxL&NZ1|SLbgJ}dL6lX%SElT*jYiUQbbh=HS>q>m&9!w9$hY&Fk*UnaOe;2km z395_+X#|ejr(=R_QQj5t$E#GSLNoC=(jDNnOy~I`^NhBcPInt5t|M&_WA>pn4P)SC(g6MNYC%_UZoTn7cRN z**scF7`aT-0+Yo@?j_mFZyZ}Z$LuFw7%Y0@Z>4++gki5<$@2fArUmpv9uX^|{gUr< zb$xQ=aS`Jm%C@V&{*5-euy6fx9U?*Ib30w6OEN#k4;71(jyD&RWr7h+6vSKgwF5WF zGH~K|Ccf`gZ@bbfy!GALH#n%CRI~7RW9NfTf9CVdb{n#bqDiv?biy~#2-+GgFasPF zIO{eA*ic}f==uQ0@Oy2Wr2oAJ^2|W-ZEEImyP2>bYhC3uTwaRHo40~yUOBTE0r@cn ze-M(Xo&(LHHM#0pUsFF7UO^C&V!C)p6U)A zaP=R{jFY)*+N~w8EeZM%LQBXa^W?-|3(aSCfC(}fUw}U;7hI9936xnoKP}e2E5Ys^ z0OR!O7MLx7P`k_f9M}WKL+;^qUdyWq`*iJ+m6g$C$me2y3iaO4l$DPCX6`vRe`VBt z1(-GkL*-WnaUNsmu=tWWsO}BoY;g8wY}c!PU9R_Z$hUcF{*})Bd&T#moq_56J>Lw4 zZ(Wa=&~DDgpQNA*+Py6&@}Bwwth`n%U%%@#{vo1uW{+G+Vf%$V*rvV$8~-y+<=@u3YET4k`Y(K zlgD>Yg~NE-=9~4n9K5}^<>ex4ZobVP*e%A0u9-;O;Mnl!DKSAp4=R%K3<7~Z2+x)6 zUl+|aPmUss!#it`#aX1>01`tUzC5WYD2)d!JE|e`K{gr?lmkm;O;~>u_v+Xr189%t zkF_*vVpv#&zIQGK)Zc!Y{Wz&UV`KaZLK!q_kxUMB=S+GU{csVl+Gjv4@wG#%$Q?B! zIB8=K<`W(^z;gi7=}xq&U#0{79U8CVaZv>(rq97ME`qTbR!bYe_`FNi^9Laao^ftO zFW?O#>3K8YU7p3|AQ46OrI>vzH@XL|z1oYWk%xG-X`p5Mll{bOHz)z~XQte~?shr_ zf-bPXwQt4cb6$An|^VY9@=DmpFX{^m={V=mcYe+>8@V=?JXo=e^jQZ>=VS|wP{$k{h|yYN!2dG3CJ^d8sSySRyu zHSi39ve-=O2~@3w+1=6MIzf>Y5;&$o$#p%7W~Wk4x!}kD`Dj_Pjt#>RYuTmlzZ))G zTpEP*?9ZK%N&C!^%ugI*s)RthlSXq_|yH#6+buuh**m#`Sfx&mno8fs1QaGOe7y8l|0NpTU={!P}#U`YK9E@7ghfpNPZ zG4^@-iOz8NV>V66F!FAn@Ly@{F%pQ6Oc0CZyxjn;5jEYHm7d7>LOW^@oD1^Z&_E&q zXl{lN$oaVe^e@pVSFb)jot6omAol=e|7@XuC@6zRM{m^jDo?65-h$LPV^tSWX0+FU zVnif;Eh$bS`}OIH;@h3cqnUq!a8xgaz0KXnrC@`Tcv%7$Yc%hL<6a!94+I{WB2d_s!PvZ7gnea zfhYLM!Q!|dtr zi-4IO+u44Qsd+ce_(>g3)bGw77je|wCPM$&kGT#E5`h`Q#!kh=krFM>n-G1DShBfy z&;Ww~V{v7d#wyCDc8X-&94JIzGVc7sZbUs#kl))Exam;K&_Mv>!Hv)S@2`7_i8qRk z6nBdas|5!XJo@WYa}&8d7j(9h$19)C9i~S$z2sIk-7eR0PYET(cC06He_(8hu&N#f z3`gIzC)%uoZxl`8_d|5J&OZc>)M@X^Kz%IQ*`+ju1Rc@Z5yBMxlW=1s_R*vb3uMz* z=whJ&j7HWF=3vu&i>=lqk*7*V?LF<{xS1?y49i;6J#r^sx%w7xjF!HG*hr_IV#L?8 zEnOxAh)w-@*_9+g+XdI0y9K2doV1<~g}5+SN`kYV%dVw*$fKyXoW}YK?JeI_DuRzl z(pR2u_HOtgcZ!%ZAU)+?%6O)Ggt7x5sRXtA6dmDXec?==BG_q(Y+zSgphVd&8C)oa z$_H^JRg5k>*>f{))>HJv5g=;~psd7l;X7<;E(IqSwm7hsfxOpxtmGfQ@;nV`#5#V; z^^Zw}O1rjE)P{54VS`iLc#28NSyh?E=w@+IRNJ||sRGVK_1_``{^CV4 zxmu6ZBNnP%>-QaU(X}#g;xVi-Dvvymm0Djc&!(ZhV#4jMGF{0%hFFWL^oWWyQ1VEl=u7_dAJdom~{xt1OH&blyFUmnz- znVL~e2v?;d;D2+S0H#m51H9tT5P-qUZ50m}q{;ep_7@nnB)poGKD#Qf&3qG#WHdo91!IiQfB zUG2poNRM7lO z0tmJKTf`tV@nOl9oTLharA0D>Qzq&;7+1c#3yA=6Z8T-Yi^*k1R5Cidh>c!uASqt9 zimb7VCW%1*Yd>4^S7}a*Ue~cZf1Fy`O=Ol>vg)03rEShY4+5?42~T*v(VENj$}!^; zO>ynpzE7YDO+vUc7#NH%=Ud?Y@V^?Osjp5h-=7OcJYeCWe`U5KOw{Dtd~ut36JIj6 z)yt7$T2lV%vu5rWaQ6Zj;^q~b0bId~7f~stG z+}G4AXslyhp4?3A@l#l3 zz>Bh^$Qd#ctN!1mASbmCls6MPI3%MP%`f6#O$6Q}hG$3*6pw&|2?JfW$&+`kkiZ;+ z?6;ht;d34T0lw{Kk?ir^>DFD9>A*E3bu9Hyky~LYIPBuFJrfqrY;6@Qty_NZ1ftsf zlFIvN=njt)1pz>yxn>Z}{^DMNme12`GH5%ti$Vup3$nJ#=71CJ zLSm@&GbV7*vE5eGS+jFPLCTzPT>@POzaK=X;Y%VnVs?W|9N|M2N+-_OBbHRJ}2sBf_-xO4g1FZkCi zR9LJ@zIfLgm?5J9Bj(ZG z;gPq=q$aioEk~^M&qVJ2%A9eqUfNF_%kDzcNTTN3<D^Y~_KHwKj$eS!vq;un^!W1nXn#TP^3UKx^SjZQQqfFzjd#BSPHP*Z=1kYu zgKq?Ko>ZzJa#GDYO^)GSs8la8}&yma=f_VUFM$+sYANEiDJ0EK|l zPeb@Xx=_GU9I(0thva3$*lhTjhn}w#@zSc_1NmG1>Nuoll2!}U-v+Z!KIQ> zx2LCPV}{%3@cYPSZe3kcWo2dVDgW&i%6+S_;OuNADw*4kT1n`fo?O?>V0dN$gawk4 zlA6yw>Z6BwDs5k$8upeJRh*;W43DU4Q%G8C=w{AtJTt7P_ zD{D38%5pM$X=gJd@7OnnHliTe6~IT>Ac1_3C&^xH@44t6iEj$-1qZR@6+z(VCXFKlIOa{kRbW!8BW=^`*lwhBi=(K@7W>GRsknC%KRN#8K)JLK&W@cfF;K`$co5Yr1B)wy3P>!cviE={}=EN;@XGb_|JVDtRA1IJTmlp;1X6MMmkV2mME$TLOvq}nn!l!4LxxUwy5}|K9(s}^ zv)b|Pi!K>LqY&bsXXaYq&MjLS#*9rV(C%IH_TO~IWN1%Idss=kS%Q94q zg}%Di{v50BQFifPkbUtXJ^c`1;5F)5_)BID`5d(GY-&qt&PTqxFwI7rds^v}1CGUI zA9CDe6WuHPe43+o057BL)j~&5V+84$wzlKwJun6q^!wV;tK@s33g{)VherSYM1wCh zv(a;fyELfHps2VQXn>km*HhVzu+aVomPY(}#a&KQsdDf?{G}`8dhNCY04_XNQqk6x z3L#(VrUco~s%Qi+(vCy;vKwvr1$^)2*^d2|O?7AQeu+b*M)E_}qxmv%VGy;Qv0f~= zW};2|uzin$rS%yt%CP1`L%%ywS2_@xfd3gdvx?R*G8Qz7*ZLy) z!OYRQc|h?L8ALTJu)F4>M+Tg#ZC(`pz)9z-Tm9iaFuv`(pA9~pM3Uv%pdf(4YtQ*J zJ_uCS!l2pEPpWTJK&IJE5?EW`_Pllk=4=p#RcKrC>*?fJyWGs_eELARPY&mg2Eg#tz_C3Z0mckq zBF0rx#A4K!iqkHkrUH8)02w=KQV7Lk+2{rP@w)}l&H|P?&5?ZI(b^z;CHxLkhykuHztju zI&5n>T=%s1ns0q}x4$cgIB$kWiEkStU78F{UnX=@~qM^@$mN{vn} z(^|biCWHQ&GSJZQ)8lmJ!@zy@)im=Z7}$J9OpE~YSuby|j+TF~=7!>ua)uzodvfT@ zSQq{RP#R8?posw;ZZ^@tynsiz4UwZlav4{Iuaf%=H&rZ>dy3uu?;$*u|0* z!_tI%@iGFEIu5tJyzMcoWlmHn(PlMBH@GmO227eMDepqeI_8}!}R0(%DC4zDK(X%?r_js`1spaZq zMz%*$ZBqN(%4@9cmWP)GqI^gtXu?EJgwfEbEw|pk4uYU%CNSl?8i>eSaq8I@D)=fw z8I~Qa)dwf(kTcF#78n7uv#2@UcT@p7p{akWHs84#HI+;<*jm`K9zC;AjMTQ!O#dXa z;e<&HNWWI72$i?wS9&q^nHbjlqbrYIOC&tsl!QPVUm;E|3%e6rU0b%N2s-5WS|WCV z6Y_HP9M^^9(O#puvJzy4XEKSGA>fM4%YW_~EBL;{y1#6CDX}WUk1=f}c6O@saHL+H zY^7f+@kxGF5MJ?Bdc+=&tjT&QKbx-$2e2A?AIY{JhhzMr^f&CgvIode__g0NmgwZHgj)+;= zSP@pS8q32DnNdsku3P!hbtuSci>rF4Hh^?FP)rh5Y*J-uHdTcqF&YEdO}uVv{e;V+ zT45!A{z3oWg5wz=(eVq6t2Q<&EG;04BxcLaNz z_mGcDsWa>X%W&Ya>BfEVke~7JA;)G8GsU$Z*uZH(_)_nt$B0blHw8cZODJ2?=P7z; zRt?ajquqYtmaH#81Kg#6>&dc()-`<6a!qkz*1m3r*)I7^MV%e5khiUBGiYcT52)jh zPSKe)f5FQI%!P0AU^5V8K8foCBpL{X8%8wGa(t=2&ixHQ0Rdl`-aJ3+%Z-w1elHhe zT%pZN_C`pVy;o|N5*+{ztutv7uPd{Cuuv8?e8?|672<5}u~UTk?$MauzT@4M6vA!( z&T!OplO)dQX5#w81OFe<$Xm1DxeD{~`G2|nDJK*}8F2eHTVYh;i>&^_8ekfScKeaU zwsfm9*^0US)&~!n-;L3lbkvzIVWK!SW_ zF7EIBB_4D1Eu{S|7-=OP^c?vx^?W7g?Oz+uTKU|qR`)8E6bGop=U#dE6V|W>NL_P7 zQn!XM+AlDMZ0eH1f8r~yVDw()CE3UcyOiVDD8uy4&mnBG;!=|lqL|t+B5*4JHJ`Pv zs{#xLARVIbMUfWi_IZETr>W}4RO?LCAUdcp@%}-#Wlh2O6M+ol(JgAra3DPfXNHN` z-_3cqIyX~m2B`e+M*fbl?DqXY=XCYD2W7s58^frQAMGPNH_$+$VA59#g(nRD1X^>f zML<az>S=rk; zMg0alW^AZ%hknm$_Ot%+pT#>NDdK{a&H>LEomTbhe|BYyrC6O?CwVm$_boH6!H$g9 z7x>9JsIdXFSY`y%pQe8{0!iq=AyOp_z&KN&=>Mkt1c>*q+Nww18TP#ZA~jdO@4kVS zI=DxNvFc=xgYiv*bBY-o9$;e6v)Y;IQD9RLvK;#RDV17l`6bQe9u@GSV1@$o3P474 z%nar^UXg)7BLkI6)OiNYEN$V<{nS%#X+ysFD_yHcOXUL9H&WhaIa;ES@BzQv6_3ut z*NGlTuOFb?$YHUif}&%c>)4sa;%Qxwl*Qo;)zB=NyfYB}2FCr)`b>Fn`onE>W9L47E zB`(~7W00rDcAdyib>daW@wlx+{)|t4Oz~KW9$o zN7 zbI3#4({e^}GM-my$@w@d>%Hs6@~IAh3Z*L}XZ+}j0`*5EtD7v{Z-}G+Q9dUee)N-% zpsT@CwB7gnTS$g9lVV5$AeF92rU3aZpze;ZxuAjC1iZdiHSUvTW-uG4Jvp%U!dF42 zIIRbNL?;TJKYE3-8KVjdJRd}y97dRlN;eLGD2AOE^JWASip z;CDB*zST(jJ?KG66@7iqio)Y{>u~4HmDR#u7JmE~S^=%UQo@G;*v zoQ{%LiJ34n$xz}Omx}enP1rZliUlA-1vbyZ zKXV=D+H>ocCYDHa@HA#)HH}Ncs4L56fQ4$Ohzv;`~6l$@u+UC#WwZ@GE0PzhL z)ZAXUORfhPL8_oK^k*S&u6AKG7pnh4KWBBsx3A|t{s2hC8Q1Uh#5!pi08RP`iEpNn zE0W63`UCX?P_dt)fM{(tZ-w%KO7D{PNfJ8i#L?wNg?jOr#-ptdwPJ9<8R5z>9Dsq9 z0>(oLiF=(Oy_}Flbhpl4E`4w=8}jPTOYtA8%;}I{aNk;?+=hQq14j@VX%aOH;oa(< z(E`&A%behj&kx=`5u-Za00sx1Nt?*Q9*$o4mql?vVgTIK;s>sH0KX`nyjz36o`e2| z!&*_7BAHSDt!-BQn~+&Gc~?h>Od5JQrH)5QtX^j3=fGS*$d!7Y1Y8AdvP;m9h<<&7 zv<3A3(Zh;Km#PpKD%f_0(3b1&uy7BqzAILh^3O@LlML{P454w|e%Q1>00-ux$CloVz&L`!(k&S#0Ft* zqjEj)FE`^JCB5d`~<8rzf7)?$8=2H}L>Q6bhQf47Re>!sRy zwrXFGc6Fr|_o}8=adfUG2-YXeZs5g0l>CQ)t3mEFu`9sNJB&-SiI0j@?7v%r16y0Y z+ckn$WDg^E)4PStKeXAw=re8pw_-YEvuDO5(xZDSDQzu1_^5@j67lpe&9eZ^sGDK2))sxdiV-u78yWyoHC8DX^b4 zc66)=qmP~@-uNH&n+EOpZ$3~IIdGhohT@mZ^<-?0+zDz>--x5+o+kG= zYYv;}-3u04N4%?0p4S;1`kX35EhqAE$|kG&XMYOJR}YS4qeHKL*t<_Euel!|Mm(kI zrUOF^zl(%XjOC+#Akl1zs(2G^vF;kPtZ>7)?z@rkew6%L z$%(h@p$t#J z;vGA(Sx5IcHOZgvB1uoOoSCiHO+Kcrjep8|?0oNuL5P!|>7skf^Aq6SRTHn8TTP%p zY|ECbF@!g%sf+xR>(Y1vwJ}^4hLw$?PpiR0HGT$J$%fgzOQkZl&?J0uH*Wu}^X*Pp zIYSvltvKV~jI$*bKZ+71IcR6s$|lE=j>elJyH@kBY?-oN?gnrg*~Cw#hmZ&1yGN$>#P}|o=+qe)Y{?7Ht1L-HIAJ_W(M|5q9b4)nbEeMr43Z$>u@!zRAB!LFNb4X+V`h09Z;hFtgYSfEwBNV@Qp-= z{R7^9IHsdjaf19C@R1{Hg2uHJFhq5dmA4zw}V7jWJ#xMzIih1q8Z#0#W6+l`faU7y#^<+LZ|$#?^l(Wj_i@)g=!0V~6@S`wnsWB2 z5{xn-*~kZY%LD*DAQQu>D3-tPU2^!Y+JYXi@#FHlN3Qq|aE)@KRp^0dV-D|7QfDC^ z7R)2xU$HwybN!uUp-vIff5iP%k17fAwe}^)MAsImZ8VeYvJBr03QX)T3QGpk`9E0n zf1z0aZom@N`55TCk)(;}U0-OczCYQU2(7sJv3hyTkySot*fy(!LWasZPYaDyjJUfP z*HwCkRD)a}@b?}1X3OoN@8;(-z(jO&W5Jg8Ru3CyCvmq%4?;0ld9vsR+KMy8JNW`> zw+h-_VSzh8b`m_cc}dy4p0_5HH*JegH%K(4*HXPR0F0_^MQVA4EgsorIA(XZrMp#~ z`&+%)u%U1d&=Y-ec5eLzE$yCt_vv5$T@5pwq@1^})X`}$KL0AM!;@Cwaq5Oet+ZS; zrXKZRRr3_I3M`JxEhj7n^rj_ObQ&KE+ya+_m5@lP3I-ITb_md_&FhX?_n#UvdDr6g zx~62%rle3kz3OqlRI@K|n_>TN2%ojAgccx(mPYGnA-U<%HYV?*~05V#7;#LD4oHbeKZ5` z6pI~;Gc;0;6iovRuAnwKb|-Xsj?_gwmdJ~$hzchDl!xFV~wa<_Z-fs&+)vI)sELI+%phHpf@6! z2(wjJxLHb1NA#WiCx`Fd=K;o-)!uHjV*GD^oihHIbgz;P z3pYNamH#q3O46+)P!43#{N2==F=3LQ=m0$}sk=IStd=KbGf)GLNZr>K393e>O8R}3 z%0T2QlWAimhm|@Ge1XXDEb#j-rO^iZF9ZQOF>S_q@5Z28ys*AnPe21z+Mfg_CcPNR3-dQ&{ zetrje;-vSM&j$B}GDU)d!*k79pe~i|3RNk_WXIXl!GoN&d9j9OrCS>TN-Hc1=!IVE zTRB7jem+C7UJT&13y{X^O2vk?%0&>Q<5)qiDwPZ0LQtq;Ua^Vjss0|mzfgc-l4NOZ z<0QhOyvZAGD#|P^aNf9D(AeKyV&Z;Jl@KEMFIO=J>)^Yby4>^S+V7gVE2c^ZFMJf! z-D=Vghw5C!{=`)A^5Z&+??m5HrXYZ1nuX=#MK5=s5~1ipGdcdya|l#H2V0ZR~Bq+{~#~);fDv@fl1jblK$-jFUyM#*+=i2<`ZGh zh9WH9@HT2_q!KGN)q@~7UOkD|_t;Wj(z8@g>x3yS=fk^?Y!BRV_0B1t2+4cDKCU{* z_W*{#e_hw~Wm@fk(#wp#<2=+~(3q^%(~$+qoaJqq8T>Lz!GQB>>1P`n#hX$HAp9}- z!sWLW2;Fvd#r3YXrjY6kprI0@=Y;83Cn$7ol8pe?uMbuv=sV;X-at>coN+Zy*zgD; zbL6#*adOpx4$BPBBw6W09-|Xlu^f6oM$L{UuSiwuSEhb+_Y99qhm5|;T_CC@GD{0{TKjw`FvNEVWBV&`WS;zkf)zOM&E zOvN**A1q5lyCKPJjO*tQkpMy?ieu*NShn4hA(O^Zs@v#f`BWGVH#v$ccCiDCL<0@D z7Dn+K;$PmAS%5j-T(q><{dMtY+GPnaw=s!#8j{QR1;WWHYPo^)*(;sa2XNq_sjT!V zb;0vN&9kX#4V4qg=PBfiKu~ztW1;~YFP(K{*mpZTk%iVf>vnGW<9U6{>&t&OKkg6s zkX#oL0lz2TL!S|V@zI?ydYeM&<{xdqn^rtI6?LiNLQqr*y4Y9qfo(nFesLkSn^!wG z;{N`n<+lUx$E>!@h8Z@U*g*kbf*=26-{IrrjIPZ0F@3lGg6&36sVh)9CYt{h)z`os zA0diX{uNGar+`e($}buk+SoeTpTsf*=D*$CVGfVIR2a?9Rv3jIP8C5cPhK`4s?Qso z=BIq;KbcC9xD=;3z9q$~BzIx|x+M7p_oo@u3St6<7rQG@n?ZHv;*>LN@PEp~rilt> z{jM}CU&y|AXt?K3c;iTZde5DZ{N=4NPQa^v+}Y;ORnc&(wo(j*9la7BC-rh`azoE1 zwb=>_?d4a9%<(1?SE;j_@#pX3y9=(?L{Tya7^It@+zrD>s*3x6?hc;04d({N+W1<>gGjO=;5m_HJ2hnU-#7*&V`cB{usZ9xZ^Owz-89cO{&F?ia zTc7H#-{@qu5%wT!R{Wjpj%%tEQ+w;r%%AoMBIbf(pg=zJzq?tk7tPq0oU2XHO3YM# z7+n69efQ)~&&z}pp1+OXNTRrtRVsW*eeRf2AQ)_!8=ak2S(Dgq@tfm6E1F)gB*JEM zbzq{Z)``GD!AaiiyH^td<_w!{O!Lv9v%o_3)uqO6!f%451DvlZ^KfusG+?X3E9rhL z%%V#la0-1yr)0^)p`#N{Sv4Pac3-GVv1e}(Tu`l5^$H|_?_K?)_--)Qmo7a2!PS?r zfwZDH^-U6ocA6=tq~U)rXNd&P)Nk7yPY|0a4C_uL=52e-g@Frr}a6-iy!i@H|ep`4j);42m0u`r!D6TG^!v(rDf$Bk1X zAj~!2wns;_`DT$Myds4e(yfn!m$TmPSa|;I&-p-vMwY2o-A5na73-_cGsG50MVA(r z#du>BQCoy?N@XJ_xA#hMQzS5y^U#s<6@eNL? z6;y|1+I4ajt$6N<#137FfZUX3E#_a8q462soho0OVvfn#uuGprue9-lMjcc*FV1-x zJsao4Zv=c(z9-Y5zPa3MeXba8(y9Nuezj!ZX4*d- z=la9UJhk1Q3phf8(hV_JM1y4cRa382Tm zh0^y)dB*AqM)HOR-)Y=&d`js62WO0!0vCjEZrm%y4u^HYGe?{a^gKCJ>r{E(K!uH*wx)r{TByY3{NRo|-r03iXO9VIaI;i$qw~EG zRM1qwc5QGccNfEL^D1zD-%eoBaHX`>-hA`JX8rEr+&}+|s7y^Ggp0vlo5~L#w}8S% zhTN#WwF^4VJx)kV5>KHuSH*<{8d`Th$Bye?FYOp2A#HiH$7Qzs?JVR^Ki0mJPe=>x zzA)Z7dg7vEiC83+KBAStu)v2`JI>~ptcb6^)p2}g;W?t=Ra~9#>F89U>eU~o*Hevx zmnxQ`sZ1y^~sPyq%GdA`|J6*p89TbS_4AP>ZdFv*Ulut|lrR{eYi|pz;c^|E1Kj?V> zNUE*;2nP$fyrYS6&54K3O?0o9D-EYU7F1Ua$eFn?7|tvIvzgaE^PK2@@=r()LF@DH z;cWB$%MPOqnXHVDof8f-@;(13J93ML^TwU|5ou4m@=>!f}BI}kbS#C_LDbG9oe_|+vxW^~ek z?rJ>virSCc@Usc!p$Q&>kAIH$ScB{7dG|9H>o5iPiQqT?hW$4T?yrc^(9lSpp!fCn z>-t7^8hsqelq}Y&2s$}&l8T`ktTgTK>FcvPs}Os{X`o16^Qmb`a=&tJi`{l@&4{@4 zY2JI2r;2LnOBVl>SDFkkq4GS$>m9Ez2c7EeIIf;Dj+$6zW?a3rx%z&_V*K(+<8$K3fji5i58zQBY>Aiy&Z1B%T{kOBmuUOC+&eOZAp=n5* zAE`LTeVh+{aDFSNraaFMc7CXO&D^N=A65}F(XCNtlTbRUH#b1nzKj}3?A$gH5I>c;hOp0`5l0SKM zGrB$S!_QNcl-b83_sMT)&hV(^jMinWmk3~%gAZ}8SY629wL=WryCD0TjHIE0?a{sy#&L7UQ^Jkaq zuZ!i=yJ7X_-W{UO4Qe^<(_`WAp-Ilo`NQ$edSeOn5BFX#yi#{NEAYGUsNg&i7-jLV zeKqmfxgp)rl&fpK-}SurYj$ioI5;9nID)_kxl|A_{Df z6wAvpTX)6#@dRIH(ysO6@%Yr;qkxJ%lAFUZB~2{u93|hR$XS&yp9#4;x$cIk%WsSQ z_kNd|y{~p1 zwDphVkDN}jYY-N7cJq67hm$4AUg>Yn&d$cCcts|>~{w+2IwHNhgw^Cp9od{n`Y)5g} zS1-#54rbEADp&If9dgY?;_hwUIb(MxL@DST~h-hnd)=;l*9f)vFO^zD38ouclr^FJ+x~l3EFPd4rQ!l#g zHLX^*FPE1ZeC}V8!iEDmNUaogTZdq(2F@gf{vBVZpI+%qvDqI zs?czX+-jq<|Dds!l$0jr_?3s}Rz_%ouy5m>vDbwgrFzp?b5jk?Xn|^;w2X|hy@>11 zGZ@sXpud|{um0;l#AeZ=riRA1w6ud051N~{bEAooGqw`P6dtFkY~14254duvWwByqV}!O}aw{{wRU%9!w&=zY%a_ioKjc_!>M&5On`P9E;|+p|n9N*U`TWh~Kv^P_wFFa(yWyB?$Y>qz- z_TgO*yguvMo>!$%K&GY*M0Oaaq6O{w*&)h?N(B}k3ridY`8YEL%wf)HY7;Ff!Y$&J z{v$|6DQ}JZ6S-=1h^wjF%=0-*8jD0vWwKr7xL<8$ZF1xSdspEq`NfYa#4cr<_HEVF z)FebjA4p0{Cde~jV`Br^%%6>o4aR0}ZahHwkOqY;>NB7n9Pd>PpB#5nSD6n}0VzQ? z6;;&+ATc;+ogn7&B>)#nku?5xUVTt zmq`oAzDD^qFusk2!Sejllan9++89i3xY{Xtz~^!F;`#IEI~*~BCz#ya+yhD65g=tL zg`dcRX=6qqsKg)V*V8yJqZ5fg@I2k4G)|=w)^SwB!Th<7HtJ?>`M%UGPNRN~_9p=T zhqoR#Lv1)AvXk_JFaMg>VkGTC`*!;Dh<1Z+t?0UopVSY-UDRGIUs%$WJc4BUR_h*B zdY$cPc*Ca;gs~_0`d2z5w1M-sH;x=;E9TmOoWvLL(0L7Pw~Pi05Ig^rYE4xTmNpGU z6qP)9cEDrqGWC)8g;1Z)g@&HKd{zT~v&Qf?VzSv?Z=#9G<_+W^hEVjST_xOqay^8yp%Q`02yW9&hCd*2$f@JAhjpCy6K{(TxRP?-So8N3th1Qgt zO`uBot{quv^F9KsfW+Dg!;I1b#pdb8rs>YmE<)?b z9C%9#s`*o`7XIfB=J{=M*2F4# ziNuU;GI2E6sZyc6Mowv-SjYZHE4xvo&1bv9tqfw+Z3$GyIwD$_5a|to0cGlyKV>M4}2=g^R2WW-ucm5p1y7&pH15U_+6*KsMI*UJgQqu;*rv?L# zZ9t?d8Yw)JOB;u4z5bzCRTrDrezq)s@FsEk&or*T?MQi{m*cnTGs$ALfm~i|RVM%9R6qPa# ze}@>4t-7WRhA}u3GDKiG2&r!%SMc-9=KrcNZ9XHK^!p7&K#}Kz>-Eu1g#+Nx%G96p zG+p3HeZHr1(s-ht`?RZixpze(an4l4H_zkRjdf6?xEj!DwnbE~^n4$PASf2?c5SM; zO>`MQv7zA)8i!+!1U_^PZou??lsBB7TiNmr{Q8n7C^S~CJn9mOpISo;$>ES`w5dec zq!o1Kcku(6tcKW?9iv~au{Hd*Yi2dE-+EPYBgMFAc3!2N6O}$SAIfna_kTR14K6!G zNhBk^M4)J4(&~u7xb^v$suvRbh|$kU#Po*w`DGT4>F>v+h&dsQg^GVn>`wR)M&qPm zqwkd`v^p#LjNObKUGz6x_uf{8jud323dihg2{bN9Ixc>_=080P*}^1%W73SHWEKzU zj2DWIS=mS1Ezf`X^FE)Oc_=sWFVP+pM8L)b7VRhibCD@Txy@kHBUYv-CN-QqIHgi! zy;Ox-)owG<%}UT9hJ!wOIzB#35-bXb7Iw zq(sB7(9a>Y{GB-?0Lvk^$l2(e?}}vOgeZSza(%8Q8SH!B2_CgZmU{BUzHk-!_s$UX zD1CE1O^O&tb;L?EP)NdfzKcDQ2-Z!AQiO5*Qs>y-yRro6PV4*xobNGIXScj)Y-gOl zZ{2m>?P4NXx9q=Vbg1Zyp{0qzoQ&4EszvO~(T04*Cc{iLA?7bV@Wt|HVyZR)(kTf4 z^(xh^%{Np(uSwRRN1|RAjnKIKyhFM1@|DiqoOH%`vyY|~4pcCaGic-a`|#RgyvK1# z#5DYLpx(t(%!?BIs9U|e#{t%R{bMND4Yl&*qRvN7#qByCyN*YIr$h`sctnZ(^k5>f zeK2f#W2w`2qf`GoKd+oeyj@2vOSDaLb4`+G1G{auh1?NACXS`*FPcPRn%NI9eOnXG zL<<|6w@)D<0_edHN@@|EH?rsA+O})k)yh^9uQD2ycH~{5+y&O0yagkZ$9@S26OHNt)!?Qx4 z4d*M#j_*betE$ve{an*b1vw0{#gsrWawEzB%TDw|+DQH%exUym-D=XX6)3c@4 zDiHlZ!kQFE*ZpZr@`uMF>)~-MI)66{4K=a8iB%so4Hj}kc*dk^g`m}B7uxKm4X3du zbnoV{-R2rogI7yO!6L(4+*WCe=rvJ6g@rsC9_<#J249{DNNs@Rae5VPdAxv6QN^&Z z_fAmQS#b4Dw?Ol-dYhefGUuz53Ajh&sPstgQYS_tF}-wbkUou18A4&9DPz1oB($H3 zI@308oA!I}+GgzK4`aOLqQ}MkmRVho`?Gat?7OuGBN(sAW-3d(Wu9ETMn*~1VHw?E z;_l+_ja+)?Bm^s&t_4eyBZ;H8nZ~Y@i-*qLMM*l=6NfG}u`^Xv5U>x8{*Zkc^-hyi z-huk0dd7kc7Qxsi_qAN>HS!d`y!7BA!vUazA89urFs@Ba5$~@WSwa6gf&f=~K(VBM zWK^LQuwhB};SB_p0R8K;A00j8u~5??HhzTDG6j!zk_9I(a)&*2EeM)7thJlx*C>N3 z`1uJpdtWecj37?kbrsTuQ^9dRS*l;O@FOivQAS246yCDM2abCKeZzR)5VFB2t=B}{ z9!g2eZ)=y`v*pQ|iSHeJJ)GV3OUx5tOybXW{hQM8qTKxt{Jx)&D^8_tXl}Qj>^Nf2 zEfuznzbJ|dIikUW21$JUNW;v`97)FASGM|R+r{N@VZO{5uVu4dZ5GshhB)uyOh;so z2#Cox&yPRSeB7$>0zVx$1tTnddclu)I9QYhcT}HM*Nb><(oI(VFrFP2laB0=D56cKb>1>*2vMMuDxSFYaJdH zm7<0Q5w-tK#k}$P{#_4^J!x)Ztj8$1K+a=qj=9oAy0pkWY9gBZEaxPp?=d%&3^M^qJgl>7*aB36!`EXDUsL z^%}mJr~6JG)WhL|w6wI-ExrQ7BKLxTm1g$)GY%E7DsAB+i_)Ku7&Y8CdaIbqBsd6v z*U#3JX4gl8X`@MjTwjMS|17f*Q4HvUH4BikX8&W4cAS!XOd}(sFX7=`q#=UX<&?ct(cUi@Xv z=VTy#-rKVYkBIO*9eI!BwT}A+I5|0KRa@Yr0IhoX`K-0g-}>0y(x#!J3%c14^};EI zU9V8uU0ND`S#j%tW0^}kDFqz@@JHm8TZQWLrh1}&5;YHy+D)MMz;AbN^x4R%>hJAU zzNf^;7jZ@1ZeRuF$YunGs{q@7{<$WtPfE!`7qYcg`JDacoPFy$AgIBCeFcS}2VTIyfV|t`!eCo4##`r&$gzPT>if(0(bOVCw-<}U zF(P+8@2Pz|G9@DtMEqNH4rznLC8QBfmIh`R6yy`ks#3=p$5h-=&I5q%R2_S=5MM#= zD&;a;Yp(YRPs7O-O9c@3P4=cMkaizn-NYgtHH3YyJkBVvu&``qtHXA7th%Bp`~PH! zYgZV3O8V4rvEaQuRYna~IM~QxCAxLB9??`l7GuUdy~4N~7fC7fy_oMtin;@O@$&Zz zX8vf~d;IiCIN#pueT53P`ZONwu7L=7Qmke2HeQ2K$-!ja7*OODEWUsLz6ucUn~cGJ zG`nc7%9#cl{%(t#Yis3x&4>vN5Mh0eJBeBC+h@0mm2YfY1lr?xocKXXx4H5eqxaxV zATP!q`3EHlQryz=>y@Zf){G8f#r7z3YG=Za{rTB*QT6g76KEV2H^@iY5InNUob3zs@O=qp1!?AU_cU3c)Kx`u#w@au(*(r;I#2lUd#J z>B5vzQpOkDAKOFD$ub>QfGR}o?%EuY$n7a12uDFd57Q&Diped!=HjP_4<+>k=NMdT z&)61TcWZD$IBj2s1h@^rxwyC-=4|UYoYtf@O7*snS3xlTRj6Jxei+sD>)vG|{{K0A zn|{#>38jMFOF-x=aQhOnC75*hiDp8gZDfloyz2Y?n|Yn2CpJ&K2q-}VKcZjUEQui1;cqN2j*=D7O_ z2|G&Gh_teDtmY~n>kLnUwe?Y^33O;8T@@xP2a40F=Spq;Ay|YS*ZXxd^^SDILKhUe zwKgADI>G>G1B=mabYTWC?vAFHSED<`s^Xn^lz&Ug-qoJ0f&va=a~K)XOhMqYsL`=& zSSJEOd)^VmEk58h@bl--fEM3tPS+i^q@*O2{GuY`tv?wzy9W10hYQWfOithsKDHkH z2b|1nzXDPB{x+yK?_VFbnqM5u4Bzcn9|vK@q{lnRwB5Iq}{qB%E?YX*57 zPFZdgl{cu1ybs>ibyM&;1nlkY@!)KLh_87s1Xct%mAA(7p8osyPtSRfTamiTVOb0) zkd*luXlrllql{@imh)+CZ>PIA09_Xy5!`y(qqzLs}^U z)QdDY-1fA*E)HO{vS?GPNe1JRAZQ5y)v38R0sKGY*JETS`pYg6;>0k ze!SLx_|Djv&K`b@4kR@!&s;y5gQ~zw90xkYivdCQ(sxh(ztC%3L=xomU_QB{Ln4~u z?Fy#{2S~0m^Dn?*DR?%nYO~mq3YJMeDJ(OSwrPo;k@5YlyR0lW3P?yy%*~BC6SaW3 z2)K7Dkjwqd$Or_x8EjJhmV@Stg?`|y;<=pz`(srD2i*9ZvoilPt36OaAh#Qi9z`m@ zYdBCH2)eoPk(HCgI2$t3-9y2HWSVnGzG&{ zSy^d|170I`lD(mfdXL&f7{YZkkmuPRS@D<@cN8~@1v147T-dUm|EFt}W_f*Z`oLBINx8ya{=R?>cbLUV2zQ zaRf+3kx~q-b$`WNUAcz^5l`wCyjZ}-$}2Db`ku-&M2@W?)2zb%K%&u z5@lu4C^iJ!9mNMII6y^)0lM0-otu35oB9q#D>z9!6qm#B7YZx}q%0q2t1ZEL#tv@# zwO_YrM;r;-%5~f_hJ)xJl^B_x-r~Bhblufh@L0vM1NJj0$V3W=W(fKj01XY%vZ*TH zYd20#P82@(1By^wN+XaOp{#9e7;z>tv9hWUXKazQFil5|zRwujV%IKiwQgfKeFTo@ z5h$`B2=eQm{(jZg;lV*PL&V0Q9w=^5Koa*g9DA3MBUQ2cV7{rhzds8OPZ=LqD{Z~= zx;xDiaSgMiabHslQ_&_;$5u!E;T z$on1o6uC%|Uppjl$Zj*u4h}TW%jHnr!O7|H$jG&Wro)ZpP-+Gmnm_V5*xha<%NyqeW-F=l>$*~oS$adyS7QTj@x6zf~$kXI7#5tDtOgC z=zl4~V<$Rq*)9IO0AZ;c*Mdw%KG|)0Fv(= z7^oINUbjLr&oR=22ShR#eoD}oVa|FVgO2pDK^`ceiitcubpg@GNK?IVG@qw z)+YDI1Zq+fi?=UkT;Wjx<;6srf)NsmOG=`RjEn&EZDPW4Z<+%D^^z9(H~7bKoklb) zED<7i$1!d!O^vkwC{GrKz6&Ha_%V2uq)9o`f$Dv){`bEVANPZsJw1=VXbQh6ELB9?!mXz;EXTxvm|Eklzy$dQR5+!y*vE6Oa(&pCgk? zlG~NLdv8$_mCez*J1@pr|>hSIaEv< ze(LVmGP>ce4~)c(^@Yt}s6H%VZw3qCG93K*;$e~W2|4`VXZI^+nG%AKDcZ6( zGAW*oU#(V7e(Vi+RjWD$26}dW2KqhD19Ql4U{|5 zmLz8g-f@BpjeZ0XHJWd9ErvEH0mvv06`w9NBkja94!o}yQ!$CkZ@bY&CT5uWMn)DrtuKQkBH8i+RnhDJ&Psg zUMDn;%qXp8%g>E6dNLWQtee*#g2yVeL5~S?=2Vc>q=Rq?V5`K$L`8d5H|Li1AG+gn zdNUQq7!3^#A)h~Ug6-M@T)&9A_vV{mVT6nXq@*&SiChm#MPzO0bq@f7K~PE}g{#8C z!Xl|f7N+d=T?k}1){P)bvh#B6rqJA{DMP_9p`Jn5-@U^O%n?hMe*+PnM$0~9o~`iO zJo1|6lRg#zI)nn-#3}%wfGva`oY84(I3HmFPH})eh&B%@gYXTK-j&APQgGH^Vjx@k zZ5Y(m0=Xcx0ree6kRu*Vwcf>p^bY|vh&Tb90>pT-sbDZzH)u7^fY}Ji6s(aM=EQHc ziloeOOY{kx5aw9szi%%8PifZ~)?}822Pwu84Gt=Z8i|b=lrpY^z(@=UMh6BE71SsQ zN>OoaAVrWcnw2OLQ3RGE8bG3}l%=;dz>E|_S&9@eb2`^G#-^LaJUI&r$4FjFTGFZgawa`NO~NK8RZXOeAY!+;?`yeMdJZJ zMJfOwg~bi+WwLvbU55$!ARBe;88d9+m5z5)N+xaWk#F|pq$KH;6?Sdiq=s8eN=l=M z9Wl^dWI{BM^{DtollV0M@ZBn*v02c9C;QiiNZ+q9Kb~W9ZUvvR)s+$S`oio*=1d2N z*&iXPmiecrud-B!r0K1hSm~s(@x8XT7bax_fk3z@jY#@BE%&)+ovhT3+*I< zvSVP*h}2DhKipYD{;~AAk1{yvlY#myfrIs#c!xe*1D=oo(#7JKq@x2!Sp*jcjj{^3g$cwKG4Zt|9$U_EL+Kg z9`+oT|1>=q;vaJT(A&AWS0HW~8X7`bEG)~;$`bCc5jNl1VN$lwnZAC7gw3KfGakE2 z7T0Y$K<8_*)aDVg%A(BKPDnh3ZnK5N5PV|25n>PdLagxu6y@;dQLWW(I~1BbQs`&4 z#vi(N$W#}Q50!ypu3qI=x{n^%;X|*`D^6yd){Ektb<38^kMXrqrGpUHUGCi6k?jUq zam$`P!?NcB{q*Joz_)C1jPfL3t7>oQ_R(qW!*(2whP}OgOP^bieRhZ4v!#5kuy*7Z znD!s-2KQo06ozXq{%Zr1sDmz45|Ngh+tRd*EQ2q;I#g(&%(rwM-RkVD z&IG}_z6m3;C`UnM=4flbc&{6EGp0cEholCqL3`f3S7RFfv9Yl@7C*&@eMxt?q`8 z$4eCIi0b9RV+yOQ;eWhqbtDPbd%1ae2*ficvO?y6i@5Tpaf+X`In+vJLZfbbNw`GK&;e7sFv}UUd&1 zNLU*&FU>OZi>?8xI=Prc2Opckdp z*UY?xJXl}jH7V&~3T=1b;hlI%#N4^{-sHWvDH?}a+?VLvndd_V;~wlFC;hpFE>qk( z5h73#mzE}e##h8rO;5cWm~W&vd$FYrHc7cQHF8-ihX(nZ(VAhuzca@}a|t6E@gM=t zh$O^w;+KHiAN63<0j z&M{*7uwWx*WcI<<3=$M7yGm46-*L%&i(#uFSr|bF$j2jix9iHQMBl7`5P5ux=E6kA z;eD9AtY;T6>1vI$l`UzTs8U&&{6{IAPJt-*7GmR009;RqC~@HBQqTaURk~R#PAc+x z?@DrMQnG()h{P}Y8G_=;-DOBXH(zV%Eds~2Sb`f%K>_~1FTDMvdir+PdGF>O5ntiw Nr;QFaSuFQ6{|5cc+ok{j diff --git a/_images/67002f3f14ad30668d7118db29aad5fce45df4958bf1752831ef9fd93d3be1e6.png b/_images/67002f3f14ad30668d7118db29aad5fce45df4958bf1752831ef9fd93d3be1e6.png new file mode 100644 index 0000000000000000000000000000000000000000..3fadb13344033fd186e874080d24626020f2ed17 GIT binary patch literal 18400 zcmb7s1yogg_wB&|QNknLiV8}1hXDdgNJvYEpfu8@C>B#$lZBs!o$2Z`TU$#T z0ajMCe_g<0VQtLXL$-1aZh~zosb+&h;p-y*Vx)?un4nM+GE!o9l^kN1M;sj#4Zk0+ zTSOPmk9K#5g?}Mz85RGDLGoDs9G0%q&q+BegP%WM-)gzQIrUn=!;kO96c0{E2JvO_ z$4Z1skHzl(zBll2;I@WZSvNC(m8ioqBW>52WvT81o2Mmg%~IBLmXhWPbJLXmx}=!2 z@Q-X$?Gg(4597o{GJ6z)k&<4{u@({NhNCw{dU6PcWxYzw*upU>%b z#tYXqG{nCoi(p}R_3Bl1GcP$Ip@B6yJR{A2a#9a2HLYswZ202e(%B9=UA`(k3zY(*>#Ub>d!)fhoEqULsl z5kyz6+*4Be5TtmWmNwaPF>%92%GbxIy0cSGyKqZ~6mw=~hLD)}%w;MnGizEj+Qe_T zF!k5+_Tc*~#KcB+lo8X5iRy9kL}Ok-hdh`o6zn-Jm-9EcQ?lmL~2=FQ0?kj|VI9CDC&vW?bCZR6*5;iZE%Uj*j9#jqtoJY3Xko<0#=geH6fkyjyz^qHFiUqV zz{jWfgRn#^+2Q^}qwHT89_>ATwYrhvjV9ajY3b>cBlcr6l?N+=Q*wHYjEuKgSVU&J zyDnZFe}z>&!RI(K;ekc-;#Wx6kIxeME_>F*ESgOb+HTEX4O^Sq+A=GuN=u{X65Qis zV=0N5RI5AU1fRD`YHCu_xb0p;IXXHnja4PwR!m0GU+PMg|E!vCgsbhkMMO*d zUcJ5+=0`2pYVvI(;a#tp*BIKw>^|mb~UfhQ;NEkZ(rIe zl8$71Wi{2nt##|F=*h{$md+)+U!_EP`mD!`Vd3E%HnY;Bt~*b&%T@$X#|L94R}TD1 z%2q26Oiu(wMB>vFQ>^E|L@21MKfH4X_36_m6r82YSFR|OEoBvrI<-7MniD;_25S{a z!Q1`iQH1}A5iICUC8eRLwE?>0gIX4pg1Q$QGxOVDMzb_ry(SNoj5=bas@#rze0}++ zIP@EXzQ8hXe>Lum$L#FQrgAtmWme02_pXaAr^sxGCp|sA_;923xy2=1+?(v|dE5Jg z-=34P>7bZ33U9En<=UmcfTcEeT{%2->F)0K2@a;eb<3wOOQV0@3eJ9|9W~2TU%zr+ z_y;WK`psic;n>6^kI;bBrNM9hFkBAzyih?*=N1!L>3iW#O&wma$O>l&x+Q{ z$_kaKmOuMpZf$!TQ#L+w-B==s@)|2^FszGzMt12%4^fK5z5 zO#DDh?40|-(Ae7U*j@^p^U3Aq_5zch-OYrPw*9R|$K$;@ImaO7EOp&HRn>xL=%a(3 z#{T{YqxNVtF>ynTMWvLjEmxWSs!>}cJMM`WY>~7V%uI$359ng>Kj`FD*H#Q|s3vSX zsK*&uyi<&fH=XbPvNT$8@PSG!rW6iO6ugfg##zj+6gisg@{NZqCDT{Nr{zk=+z!lU z+hZhBWaE%I38j+}m|165FVGn-whAEQ^lEC7^unhJ^7h8EnQhZu9{grI-~G0c+BpF3 zIS^1pPfJS|m7rGL-lLMccL!Vdc=T{5ID);@0xO02Hj22Gt?j_-&v^zG7CJt@NC-8r zU%!?u$w^FnO(kg8l`KQy;^HFx@b`WJwYZq3w&N4rPNw1N@^AFPSwF6e1l+c#BS0H; z%?k;uTNwaENs0n^_}?43g8Z#;d5TRy#(LIrllU0;SoT%^zwZM<Ez@?hIBGP(FpOy?Xz8i?6J*7^aKm5X4YRXrJRoOd*3Rv9;}^U z@CW^^+_i{G-(mMB<*l+?hta3u;t~gr=gFQf$;qxQ!4o?y=6fzt(c#~3W<^I)Ehj3- zBN35ZoIagwb3#Bw+a2X0LUlcgtC-@NTefKL=JO8cwqd%J>Q`q2DEZ&Nd2;fYd8)apOuGjMq0!MT<&K-C2~z{c30W0mrr)lRkTjmf7pjJ> z+wP=6OKbhgdYf`?r>Amia|>(jtGdI&PMpJH{G;KoNgfZBV!MG5luY_DUckoIJ=|Tl zT^=NgX@6jD&SFuyM+bXpd^W}cbG&3Oe(LyOHKn*XQbo)0t>8+rCo!{nSH7_vO2B@l z4X`h7X!*rpf$zaeSujlFY)9PlSq(yTh!ZjyE>)qv2^NWi=9h=sBFOG5Ncml27gYCD zkhi*rFM7xpA0H1#8PnbUWN>I|YKn}{@@kckup+P&d3kv;adCG21{?&WMfRpc2NNgf z=cSaC2rV}Z-g;u;8}((X1s=eWntn~mnltI^xTsn>e-*`R7c^NvREl0&G_?Ne)t}_& zr%M`}TFAS-OgBKV7Zs2UElfh?8)3JkqX?s#n)6YF8(<2hqnEc zjqCbm_E7q0=}Sg0-FK0Z4lT>=F}x{>iDx|i{IS(?S+7@I$$>B$rlR!;cI@+mC{2-qD1}$fiabcWH6) z^AOrt1_lNKNZG#!6kVmIeQ8^e>DM^cIU7@cA9Yx%!9`#`|L|k*f!x-idME=!rIs>} zNPqu_{;Ukxi%i6qAVQ}MQ`6A6Zm@NtT(OnOR>c zTm9;|X_VPl8r*fL9!xF#yDy7ksxi3A$5&iz`W_`qmcj4L-tt3nYCG>5=G)A>2D@Q0 zl}UF9DCDh(%!UeYGBWzFPc?GdEva6-coAZ!?ZQuA`gn)e-aukr$DiaiQcppwoN1;{ zxWU4*Li>dn9kQ8cJ*4}fqj~nR)J+jBY9Zd-OP;L0W?vPBtBly)93SJ6C~9g-TUxS- zi;JH-A2%q#$iVO`Pan%{u%M=~u`%gQw%nq;Sd#89D$JhB4&w!tJwBXgB2_6)KWvDYD5LkGq~wLSZ{MPJ_x9#_=l`7sT)A?^`Yu)!0oufL zn_9HSCqSCRo(4&Qw7#d-|{GclPhf$-on)y>D*z!Mq{D9c?_~}zKNGPUeX1;^~t_h^4Tdhq_wzp~K zo%KlirIY;SOE*Vb=d?j~dln=@naUZJmf~VbHB0>J9cuy7)))Oy#jAci0rUMB7IJY4 ztM|BlkzmsOm^f#w^EZBFd$iP>GnFGES1 zkbN&GAk>R7NuSd@UC6YQIPX?c5y8+cXMYTbwFQUx-!VQBPZWhoVvtZIDeUq-KR9pG z=5|)*r>F!Hh?TR^cxZSvjni28^0BQSMeg3D=JMf5^_YmdoMTuVo4duaqcMldw@bW& z%Au#he1k$(X~1!IYOA~|8RbE}t}9)_8Rc`8CNz|r`SkHs@7;6X{0WdQq-3hsdnJ)= z)_A@DTkXOpn+9&4)3?`-EHc8EV;!yrc>Nm}Xf*wLn$&uHZ6S|WFOJ`fa>gi5e`-TF z7BB7av3=S==Jf5k9AoeaLyxuShVa5BbYIE$7tKwKVmmxbZ?r`o-)%tVRTG=Ay|&ay zk(z0Bnan_cA?~&&HI0!S*Piz26*t0^`_}sRN?c;|@jXU;C(1ead~;DUTYLn_@Jy_E zmKbS|Dx~eGZ#ORJ>e`NpQ5Q34DGJLr{kgxeJW>{MvU74wqpPdCyT9N4?YRnsDt$X9 z2>C> z$dZZSG1jd7`t^NFOUvM5eSJM{G$gpgwWY78a5|gxc79lwXA;Mk=bf$1e&Jc4C{Ji? zyzsLV2^Nr8kO?`k0bNN-N?PmFu!ytT!zQ4+Oi8Kf?CbCUysiNFnki20xG1BY<>GV3 z0oQ`qUq+Q}2R3rYwol3*`uXRQdg(@PO^S%ncSf+8{=9{WPu(UbdQ{gGa^3N0tDj83 z_P0svNuSR{80{(So#$3Jhv{(>pXm)azUs}&OMPy2l44?-QMI~jt3*SNCRWtkc%I6- zZf&IRA4U+@7)gX~8kou>WT~mORdA*d$x70nFos@%Y$roNS-E~{(|Xs*<{GMMmAL(l zM(LH`pVO#Sj7;Snm+~5a59HHBjG5aWvM}CS=q=xahztK3HC#cXNj7^rJ_~UO`X7lC zIXFA5{aF>X>Yrie?w!Jv9+5b&^CM9_fJ!hNlDxqJlUhiNi%*UZ7XPR&e}-*bz)y*p z!#vh7eN!V>5N9&xfYViyAx`g4+<2R&k@4WAFMu=Mwp1)x(*XFOOOSeqCKZgoz58^n zXnu*Uqr=cH88$ONjpz%(?@jz_gyBk)Q!_O-y!N`5JE}5U#n+I%Zbb&6@J~(=$4mzE ze+C{dldH&CnY?oG5rc!REDvK56^72*&Ab4LUu2>du3;sdN6P>fJsKhIkrH!8HpK;3 zL@gLuaTdNar{x(nzJKr$!9m%Kh83L_l|AVbBStR_s>CxoD07PK z$JEynvj%xijq<2&mgmi!X9Xsv47vHExadv?DA2lbk!;HiPogz_ZKsf9qR)IdmJp5` z`zr*i_ySGKJewaCt_^-QL)rS_=`}n}D==BHu;yU*KmGizYoi>So*gmJytCu+)LFaF zPlBQsOePVask7BK6KI0P<uaF zm^mz5*Nu*z!1xphlYiM1#7^YrHx1ZOdWdTMh-N<$(AoT{6nsc?iX*oE{WRmOG}DhY zrf0>MO|+Q1m9OthfWUCb14W1d-;HA&oo8fG@2BoXirfG>A$lQXEE$=)K)wDD z4liSakg}o+9$48y#(+cRnbgSBPd~?9>3Mm8BpVMIo?lqs)Z17F-RoNSlIr9csb9r-jCIxEq_D9us2 z4{0X1#W43GW2H62kcrnM+{1b#3F%sEjRF%fsg;=^bqUX1MPci^$l#`5w`=5kr;wPB zi+zim#ei%us*MP{y*=or`5k0z9U5wexN^*zori6Z4TfB9$gsabfKE-LF5x@L(B#tU(1uy|` zdR5fxSvB%A#M!B!TPZm5AIc zU1p{q{p`$I@9aI4`NCi5Hx1}#g@=HH%+KgJ2{QJ7;ai)BEKW)0mt?0p$W%a0Wrsv( zam;)wjI~I|p0tj4$9Vspl0f}AScGY=(;GB}bU%Dhkx;wA?2RJ*Kv{dq{r5u;8Eve| z*aAa8A1<`0xhMi&luX%mjjf(my!Nx(D^}49=oI7#OwKOhd6JF2m`Qk4G|qPQ8m))> zNZ7-JraSqcePctBMW$e6N*hPuv1;oAs_5yJR-3beQ*&9t?pC;i3gTkJKX)|nIjv=R zydN>HZ++eP{*h(aNecL~*aE~YvAT9(<%;3vx`VtL>^PDEI0k?&H^k0GQpqHZBKvT- zsb=ybbyQq^I+X;5WEoSCF{W)pW2>n(N66-s?ySG)!BV~|Q@A1vm4Gc9=X)QYR`qZd z$*S99d8Uo>hZR`}al$ULRg^+U814H!1Tj~w)YfGArJP*Pbzcx`ySG0g5()aXSaVPRiCKMp}JAD>6jhx^!CS|M+lw@FbE=ZdB)yai1N#fQDp z6h%>cdwX?tb(d*qIw75`2aT_@_=Tb2O^CQDnxM?5myA(O_sWdv`U`t~?hd_wNkMH_ zNd=EaNeaEA3qcW7O2>ocBDHb{_MD1sazVSL@$`)B#H6HY-iQP?-7_^cHQyqNi;Ew~ zGSTW)rjuiVI&xjktrRoEf;;TMbKqnT=i%-sx`{zwq`)1=ho`I z&IZIs+_w_Py(9$4rr}wlg^=W<&;S3KInoU6}$s-6Gs3$cu zk8>iwy}ZJj9@T7hP5RNJYb-zU1@4bk(x*6IxuT>{cND3v6z?#Jjfq2g2ei#!MHV!j zLYp|s8DRwlT%7v85Tl+-v;dNbuZ+^7R;to*KOfjt4{e^(*6f z=D_O`L6<>@1qGowSoB!Z!J#-R59&YPQx>;5XKP=6Q0lupIakl<8CsmJp9H&RdJqkY9>kvvMr)<()VZTO~E(7rgdf0Ou z+UV<4Y_CCGRw=Bd+=K6YQ|}^zIP`gJ&a8;Is}>gb*xf>_;(CIfWTbmH#?;9zHoEI^TOOG7JmzfG_m}|}i6!QT0e~#o8VkqR^JubP0 z9(gpGDTBHCtlzAr^9^1PaW^WaETGd)xlB__hN**T4W>vN6KcG!gAI@MVT1f^ttWoG zkVj0AKdtq91d^_|2tK~&^neZ?m4|Aqd@lC`A6rKiWh%#znh2NB-4z!je+964WWviU zr(M(cT>%0AquSM5dwEaIq+W&2ElNqUv8Vck{(ziX@+@Ok=EN$^%-5^VG^mO}Z_d5# z8{f~oDBq(K+8u8WA&gUcJbjv0;69tG)Pr#R^~jP;8UK>p@Vh2YmBy(FD{Df-Uu?)_ zFAzu|_s}IRFEZurWFC}!66pC`hXyjpu8Nnyh!>Jx)1HQI>kuLpB~CjxmW1pf{Qn3H z1XjWbERx8Z-$l=pMJww1zN$j)WQQuVk4?5Ci@wn&l=<6#jBz;SFYex4pxM& zCzvI-to%Jbpv5&2(Xz=gnxBB$0kxJ+m+6k@wv2zq@_ve>RwXkMBy7(56=T4{Kr;H+ z@@taA1M2H8I>hlc^lVGS)XO6w5(hgtUU5M|{klv3|L+_iqt&&;@CPKIru>K=n0FUeZbM5xI6s*P6ue7+5@Q`WBpbyF% z3rCdU7X0U`tEWki*S)jP{gQQilm5|%ixPR6{9UU9Gzc=2I#xG%o0()|t z#K-|JeVQzQOdGl6hq<$iysq^qoH%YPW(>oVziT8xV4{Gmpxc++q}TE`HmZ4BY^b8- zhK<9I9lMT;*A~BzsM2-ro}vULL$_ z8&LBhXCrF+rHB{C^7XTb*kKp)%BYdhq#L}^`u2i?<$F7edfXI%y<6Zd2WmIUPA=0t?~7TFokz93X^_UX+H? z%ky1E(dA)%3e*!U&qxQ2i)Ta6O3TvIRwco_%E(&&!A|rt0F1}HBW3i+FWi2zWsbY| z`XsVtlce^XHt$lqi(+ZK;0}5y7sRyk(9kWQqv!f$(&@*kg@O)yAln>*Z1Ys(+~&@6 zMLzZ}?YVihl^%?8a{FRX7^l#6|0Ur@jN&5W=MCF{yNZg!v>mdrWW$3b6nJb-T6pzD z+~@WjHoDEEhJW2`SyH7{kU+j2o^DDhz3W1dUpa<-M?v#K4}jLCEl%D@pPvYWFOD0L zXdwe7I6ks&WyiTZjTHPzbEaJ(|lWe`W`}59_`PRIF;XTm86bu zu4&Oj9S>(P2ak18vt|HxX~rSLh}DkIXv~??`o2GFo!c$z6U=)e{V361@67;Oe3}+X zWgFuLvXQ%3LEwt40|`P$iYZrTzle>5`r12Sdtrz(65Kk< zql&0ZN~1>GBZr#B(9HD!KGyNe8S`GV-Q3KdAJswSC8J)6hWO z=`7S0a(v0rXukEM#7S&8vL_%^HkJ*|BBpkrY;$Pfg|k`i@4)3A-sc}Y9gDa3 zdMc}sh+pBHk>pd%nL;YRH=mN=FcruPI%&)RsE{Ft8>F|48OXhK*(_u*2>N)*oV;me8Q{Pcve zczZC^y(89fpTjVWTZo4@rV4}&xSdK7{#<^DN?H=o!z~sD;8}m>d%W$I2ie^Y9ky3S zobO^l;k{%&Ip%jyN+*9rR%T{Waq;d4f1l!TZR)ej*K$#t4_@sxL@mieBrv`5*w3|QtqSuttn4@k&mUNrCOcb z#vPO#oSac?y7%J3|4wE08%WThGjk`}QhQM&cp63Vu?vnCy)2kVi_V2KEZ2eP^Wz@| zc{|gOPw2AK=lVo0l-nia;^Q0tOqHLWp3XJxWdOyp7%C>dzP=M68ebO`J&EniGw!5* z5JcGws=9Zu+z4J57wF7>etxE`&f81;3A?mv`GCO9F zQj?OCp{(MYl0x4a!3qLUnuC**UeS=8b3nV%^;@@opU&!E)!~_QFtbY^XsLHC&qG`a zhPYF;y;@zhIxm}ARaBxYUS|uH!+?Dun7wFVCy{FTM(Z;X+TB?iyvKi1MA;3R-VIK! z{g9xs8gt#TTKbj8DIzB&gRt?j139$|Yw#WlOtZFD4 ziuz*+#frNzv&Ygj@9)h;>OgAa^Q|#P%eF?Dz z*#uHr>mONzZf`(XvC1vJ5|e^8Wxmoz713Y<4_H97eirhw+Hq~joqE4$Sdw<}3@4D; zf9byVu&RY1WD@}+lKM~YA5zD}wEJawV-(-~cD@sT>2($0;q;l`1W=;+)sp2+#?Kpb z|7O^(lbWNsjxnZv|3JI=^mhpMO^*43ILU5doj-Fn*>RrHkW~js&N`Mf*ScvgU*B=f~Ae?OYL#%TZPfFvSPzXr2g637R9D_cgzJ%|As3XCn&cyiDDWXYE+rGF&k(bI_?o_U z5ptX_ykWj{<%zTVi_D9V_2MBD^yJBu&iA>P$gLv~hbHeu#)se2Oid`M0fvEO{wO<| z+s3;~(tSjP7?vkb%t%Ly&ca554Hl9N^+2&*A$w8xJsql>Vcc(a9ogXt`?h{uf}k?{ z`AI4&gK^@}IA%A2#ty?$D#J)x=Ful{2#C#MVzO{|lSDg87JVp%Q*0BRU7OP~b3F9g zc2EPxK-+O&Ts+D5_AL+ls*%Q%7cF1POTCapp+wmC`IYN!L3Fg%KenZ#%Tju+A7$8Nxr)xMIYwe+HPD;J6G#5NpnSY@4lev@iaz_ zQ3?Ti&kR;iruwk$OoLnTU*XUK(t%_>V?GbrTeoPDa#dYm*x%w|eKs4O`}=^3rD>&L z+GJUt6mOdog4)Igxg95~ud6{+4-z>(>xSljZMh}ziv^i=SIxmNqHy%Hw%A{vk9f?{kYmRCN3Y?MNXK9#>To7$q*s?UyFdN8N^ z$hx;oKYPg^PfdJmtxxM-$^mr>+DT>L3z}kgYdUY%UuAnq(w;p~_rnw`T%`G_bJE2fj`4RV?pl#d7Pv*eH}z#V?h^x z4ap0FTzf(`milhU^(qDX6tlt%(i@Xvp6r1}B|7%T*ynD$l{Ox;biLaxF^O;@bWsZ2 zp)M#wWxcNaCDVxQWe>Nfi4I8;ym+JYU#_?MNrnRNpG@jo5omy_-Zs&bakH)Qv@!eX zlcQ`RV*j^6X6-W`yof5q9FV9>AC?T{w3c-VGv2tWTz!fZbD5`S8enf z3iC!i+cEyr3xC!*_@jJ$_>nu*El?q9Rj6lu*e@Yrhwa&pVMh~6Vt+T-*D{DDu$dCi z)17&!1tfP%(#td}oq$@l0eBpMT0Zk|2Wi{XB*0wb&8Nq@D03;3noZBraf=>N890yl zoZ5$okwc@%{M`BTXhK3UC_wKXZg#c@+~|I$Y%VN)k~X#uUvw!Ka+ohPFSmAn|IiQ8 ziO79lQVNRJI$r{l{%k6!Ac12q;?-HK_hDh;pa``G&~@v;3#Vz%aBeNS;G7+lz+}^x zWLTy>+YYB~()J&U%9pOL$69WChF-W7c7v{AVPQ(j%6(d_VDe#M2|6|Ta3!#IunOk9 zX1|m_;PMCbF#BM`;r6F%2Cf-=nAU&V?LgY{ zpUP3hUzc^`Q9faye4>1Ox&Lj1dCw<9aj}kuKj<*9Jiu4(f+qpIRt5$JT~+QUW17m> z8KAhegxAnM_WdMtz^neulee!Z)g%4n3BfBUfK%ziCCtK|_&zdH($0Pf0>7I@tj)ka7e`3LcKhr-P#fFxHcSu8g$9mvRa$uJe~wywOGFc) zP2Ovoip}&>;x*px5v0vd9$eAsCUGoZU$#SmH$%@!ok9EC_FN5Cjk&0r!l=Xjn~;ub zf(;b$`e|3W6}%XD|Ni|I4h|00!WU%PF6(bWyXhDjouVfV36YvznL-T@<#X#F*jLY* zfMD=@XlL41?%r$I0+LTbLArS95_oZ(e^t4Q0xhy#>Nq>x|B?Ff)gZ20RDnXeYaiXmkB zEyeElzIdQRKH7bzAJ+8G7~2_;cnMXbg=QOBBb1O zZxdfa?tMMm%)9q57^eefc8(3l)A9Kw2d4=qhIFboScAwNgok)|0V5Z6 zornK0vgM41NN=KIkk|^Ir|1H(v5`Spq42(;gX;J?#TCa?6%8RSfS^f2C8Z=O@Kp_D z?69qb;wts=`CQ!4h1z|@H*9VMgAQN&`El{zB1K5SBg%ou>n}%R-0t$nW1KKSBeDgU6Mu0>}I!X>eP|KP$WktAf@$tLg}OtrJH+x8%ba-8UCxbq|pM2L2?H2Jr`d z5zjq+hcmFtS_RdiYzs&&1F--pT-5!eY>P&#KulsW+X^}@%$}`3EzB-?bR<0`PJu)m z%?n3>rFnwQ!EBF*j&o8?UsJtV-zI;L<%A98E@@H&RvU-} zvrM#;=6{-5SPW+hYXf3K+krzPcyF#lf~kEaUKGDr^Se{kR zmU^iusUe!`5$KOVo%z0ymwCFgv>P{k%_7CL^|@#OAaI5D%;^FIf{qs3ahymH5F6LN z5Qo$)GH-U`{C*Q0(TlLN?q9G4(p*ASno_|>#F*1CHq`P)qs+=iApjI-u{toHPZFjt zkQlIwgJ=rXD5F_FDwM51t`Wd4bL}AlU$h-?e8@-QKhJ={ z;YP~G3mymA&uU@&t!@8dLt;E11rd>nl7IiI@gJ#0<=g($Ai7%qJGV=ykkFO7sl!ai*|2N-FC4w$!6}^RD2XC+mivM&!LOlGm zw6E`aVunOS7#rOvxll;OVAvI~iWqkM&r`3Agb(bT$U=k>TWJ58_!aE-po#3QH`1tm zHNfue?H#tP#r+T#7De`mrTTSd1)_t1m*>Lf&TN%?c|g_hFATY5ut3qy)#!m&!_FrG z3Q#`a%MNGN?&t-DVDRX_5ro&|oau)xz6^q$Zso5^o^PYp%61Syh{;T;1Db0ezg)fCn-inWM*k!XFjQp`+ z%SEM9Gi!KkCR8oNrsF zYERFSdCSkl_wn(v4<2A%B4GjJ{=2hScqnkv1mxrdl}t#3;dpORVsY<=G1L|aY8?$N zujpbRI2q!lztB-Y+-f05ggE9w655Fk>ynvp)V06Ea(=1uecNQ4Rte{H!eboLQlV zf=vK?Ynrh(pBL zUOP{)03n3iTGIys*(6^;DHITU_I=NnOal&=Jtzbv)+fzIE^Kd|5^gR-28Mh8)u)5Z zH^Qc)*}&vE##p%7Jt<^LiJA5N5Yfn4m|r8bmKH#qORcdb-N8i*Puqg!-1yE&VwB}0 zl{2oVhZWM$FWBn&o424cm{*m0YCR?E^1T-E4eS>H1yn>~banqbhyzT`6Mp`@4|P2o z1$h%%ya?ruU&AjdTSalIKTeZs?cP^8^J4HEY;?zYjdbi?-65oqkeHivg@zSBzO3Yu zXIUe{W5iWFnm{|l!LA0ErNt%ERlYGmoh-s zpJ`<-uXLd}bz_1tho}7r>>&{1tWr~pQ!5(f)|!@>AUVUV78X`t??0wOSOl%PxOn|} z<`IW?^de0Y4vyTfc;vLovnYgFK2+1q0u07$#(^4;wa?kmNai<7ulqvtPQ35F8 z-WRVIKlM)zs7){N<5jz=6zED<0SR@Aq>zTa1^$X+kNQP?wtY{^hYY3{Hr5Tg$8VVb zrZhxYVhCnR;$$7e^Cjus7n~M3!`OEowqAxJ+vOo?NPTI$xl&X4(*9O)r7jkT|KUpT z7X=lI262VH;Ms^sgG=N;I#?WLwr^xFUp6_t`2)DQ7(@E9P}Q^Rt677%cXps$z;olT zwi1B(NEp1-3sI$qP7jDm?YTJx<^MF!z`RSR zBlg!oeas-eQR1?x>HbdX#-s$kl{3x^I8pXXOd2U3KU@%@og zCl>4F=Z7t#s!^?Ysm~^HP<9hVp|~PF>j#Y#jo>%45@28mOf66MN+EtRUfXsCl`VN; zs#oy6?}gJ-(PSYnZ*s#C>!HJL#kc>k&U7J%rb!LX92?->0r+P2{-H%-0k^m#@5udGv}vL>5DVk?5dZrKa~axSovjFkpay9?<7sJ@N0EEqZG9|igd_Fk`HNEqDmEPC9mRSK6%r1eYLuRy z9<+2YspeL<@y*$SpGNekll*vnfDS;9_octlkLxPwNdSplm!bC%8vmrEq@bOswvF`V zSED)keYvBc9A1*i<#~i+vI#T4y-IT$+Pfc1$L-Je=g>e=gOl?+KjId2FAG$u9R3Go zJw-bL1JIu!vzk*lNCiPaK}}7~xdQAOcePhREcrazsk;|`ABFQUXyUD??ak_0g$x;3 zX2X)7yeq&}NO{dQKbQBVFH1NW$P#1uGp?_1=nS{Vl~g##BBBY%-QZ*VQrQqh^$1!z zmJOk&6n8^l^|;u-pvY|+DzMmS3?}KS_kt{DX&}neb~izeU2l}Hn?FE)`0~BpeJI@& z-z+%~MbvMfv(q526`}h#BeM^OQ6R+plCCS_SV5UTo3fSJVs5&Z?N`s?Qrv_QJ)6PmD z_)i{OhUd`FDpc*m-;iX)>jP)&|Jr7omI{yX>4B&R|D+&(h5y-~tJt|^^T|y_?y;3s zUb7V3GAY~bcr?3p?^v@m^}~k`sLLcI#@297(P=p#6}?{qax18u95&T>K?o6VH zJrqZv5pHQ9-}~dokN*3^D-RaaR|>KhWdHTYjoj3g%w7Zt?>}<)GjnVLlMbbUA^gYtSYz_U1RBRXV#c%^*%79s zynJG>uJZEVe?&WSD>a?|>ie}I|G&)wQP{~=u=}BBys-1++?<4@q+}d5sH|WR=7I_i zVwr|+w~ftB3ZB$ZKBqso>_=XbKzA{eVc1^$Vte@LQRjZ-XoWL$LdljK?sdAGC)EWS zHw2Isn2(Ut(9p0{9a<~rXu0;y%t42oHy+j6`ueBm{n;+t1IB?Le!6U_slb|Vn+yd9 z2g_Yg=I$&Sb8CfeMrh2e(aX!#sd;T9Vl?p85K3cu`2#SzaX6>uYq1?4D;G`S|EHL# zfba-Bj!RaDKn9vjAF)<^sII;P>rKk_>@xJp%(-alyBnpY9zwSd1LA##3Zv3oV>u9e z={SL~er@--CmG5UtE+Njm5|M*KC4dZn1Du9y;?6^q+}=VPrMG#+^9Z_AG>L_Gv+RO z+C_|fKk!}QdRv@eg#70R>usE!@1mll6cnzw9&CTf&0XV-&@QpQX<}l6G%#jnGGXG9 z*L}R}saoacdY#_FW$USm<;L&Gs$n-MruO>ywks+tKY(v@8nvbNY#_$1+d7135OKN}9gws`jOO^5#8#!OO5%H~wC=vRa0E9n^- zB@|MMHs+k)-XRNHM`V7^uG1J;v96*+!MlR1UhfE4|>pVyo6|f z<>lp{rg)-ZFZ5+Ub#CFAn3%W=*LM`lfM*>)g$ci_$U?hl%&WurDaMEJ@NRIHLu)-L zG{aHwym%H+%#xC3u0le~&mZ;s_cNqRs`BL6Ie#iLF*WsqM^{%DCyRbV;Y>IEO|G8K z&4`eY5a`n)Bb(p0iNV67yS-ZA%cX`gEPw z57Ht1q9J#im|xIVXdyBS?=53ZA&~Gg44TN?k2h&bUoJj?A{I28CPLTpi(k2)YUE@W zOgjpmg1^pYvJTtD)m7%SX)X(M%;S;DYf8@~&0 z^V~wzVeKjul;^f$jbK2a6AGAlH%3R32T=>FmuW3bLOUUr4*V>Dxx5mztp)X(&WzW1 zrVP8Sjn{ByM?j;u6Z0wytnX1Y^f%wWefz~o>9=dNr3IX3Du8U{GHIU34!>QMOVP46 zQTyDT&?@_f6sJi3uoF$#+L|TwOIY^#7ZvR|3fsr5%*2A1utZEQx24oV`U7wlf)0bzEX=|jlIgF9zVgB0Dsk4=xhW%W~bj zcQ4@WB@%L&Elx~4%4g6{-N0ux`G(Bmll%yHO&&aa=$8i$34K_a2jC3|C@3fxJh*i6 zVnAJ;m_8gZ@P{@)BWxgu;T`ZR0fBk?jd=PK-`_rPaVfXj>Q#x^A||hk<+s6sKvjOU zJ=6eW3dEvzsD?&Yb~q3^Ab1SB?u;}!~ zNCu)JlSb9_z)4%&oYIRpvJ&(^89z#Crr!1 z8E809dy2^h?dMONMqzHX9Z?M zeGtmoK~D;V@K2%be)Nrhf?~iTD@EJAlfTwDe8#;N;VgVqMWYf3VbeVA2Kzt#E=pP| zT>JkZY*4<0qzU;!l}RoHt{My6(;J1u{5YSTx;bmewpi+f6hw;2U;{@$NtP+z>LWA1N0KdkdX*Xba zgPuMVa9Z?aPY$*Zu(F9hYNj9Czmau5h2Ed+v)@(3Ax!i4%d3;e@r zC!%Ec$iSLm;2nC4>b&J0b3! zFP>NVK_cII(b^sygp;?5D?syj1Wt+Z=&R{UQ^zq|pYK}6 zBUz}6?(Go~5&ol~9o5b#B&eEIUI z9g{y zo3*v|tiz1?R}${3=?Nzu(n0P6p1Z>U{=>C6%`(?>i}k@2G$&O>9bMhplR@sH><*!g~H;`e$#;hO-4=4N*j z?KgCE`cq~4pm!v7UVS2Ra@fks%3^MF{P&kKD%BPPWcL@a_SBgY?FY`z&hkYBxVR!Z zI?Er6-+;Aw8X$90vO8J&ARH!SXJ;3)^6S^H0_F0Y=?Pl3ns4};ZV|XN3ZJjtG&D5U zSUubaf;T)0v$FgmBO`lZA|fKNYdm4fZk9y|)A$femLG90Z`JO5MxvXbXd0lJn zu67dm+_~sfs|reYa+02>8%D1QEMe3@TbvHL|V5&Z?C8DCD{$791Zb6)vmlqQr5*!>D5^}Ou7$^=g zYL`w$clAM<2p8imo3M&>(9zk6MM(Jm!-ppX1Ozb; z--9`vnwt7bz??HpytK6B7Z7lbtuBn%51F7&#c+?r8z*((4(+aT{kFkEv0yCPG@8tl z7_q@ZwP4((K{%2O-GAa7Wjc4iCU>qAsn+M5bMrR!Tul&FJ7*y*Fqtx~-cRn+Cjwp< z7WeD3Y|s0<4+(F-EHCTG$;m;Uvzk0JpQ(CDM;96x_(+<2uY$VRa=PNpyO+CXw0x-Uk@uyBsPPVU`VntlFEQy}Gb@?}h&DdOwhZ%mDTA19e;M&f2!0O@e zz3(o^*E@Ab(Y`?ui2hqG2?jWVsalv$^HaSIIHVYt>o)-CLbRk#8)5U-)U%& zf=S5A%~ixm92gkrTst-&o>{oRa|{j%soly+nrw7se}IBP$;+Dp+Nik_Bn~m{@F2x- zPnDdVf;1?5keWB2`e-UfYxml1#K_`hY>$9Mb7ggtand$EThf$_SoHQah^Ljk-3IHvql4vzG6m-u}tMXXomY}|!4 zwYwO6hm=0*$hJiRZFH`EV*LvP&ou?15!Y%Mj7P>eGmo?;xCP4;G;x{^Fg#UATEL{f8~CvuttX z%~Mz8-Gztc#l9mtw$8$TX?BQq}Z5C6bj_1qv) z%oM1BdPsl~9t-^<(~@KMDBO=G$Ggv*D?;%z_r+fR;$v_50~g!iz=e;X+m)7mZOGG#hbtPVc$yu0AeG&7l@Cx%{fCl|Bi_atspMgN3LK=6aH9JO}k=bX*-dh~d(=f2YSF`M@*lf32$74L>G?mwCw^gVS zuC&Hy#>pyg}1TnQG>cs>v>m6)MDGk zQax5Va^u5n)ugMEOd{N=P4^t^Xl9;h-lHJT$_e!duNsZDL7`Mx`ISK->Qj&#?nnDi zxIFL}Tq7InB~wvmblJkhc{9KSNq1{vRu#EzZVeIUHg0j)Z>tZz3p9GnZ|O(I$3!BQ zrNNQmqrW|t*8zj!U||X9=s+c7X*ri`4;oG|;PJ$GG>64xEYQynNyGj0H}%G>RXe&; zth_$aTfOceVVsD%Z_SC4v$%ycr`o&k4MK-qX`#w$Ri#eUij(Immx^gjrTrrc`V5^39t!Sy@?!M=&x)PRs6Z z2{NCT2j+_x`u%VDlLnyJt8R6L&af~N02se#X66%zhlLpoBvP;k;o;$pRGF*3fB)X9 zevap)pIOcBmq^SICc#@jn&O5?3=*yqk6V}h#&ZpS43hT>3V0UP*CjjI|3FCF%I8jrA<=qUw*?9NI_}e`Rttal_W&V~hR3Kk^T^pV;&?ppW9n3d^ zj(tl^d=FYgz+&_iLLnAbz;g}|ZmwdnhTZm9P=Egi`i8?pvS5J3C|Fr5kF5dT0noSd zj!$^I-n-}^&~fe4Dhq&BkWuUYa$4~l<_1S1+Jya-s80I}GG(aEvD-Gb$yC`(i|VAC zn;UA_$;nAjP!Q)ayLIj6Y%McD53|l2DQaN-Wo2iR9NmPGaKqu?c%iD|-U$Fy!lI%I zQ^Hwi>KlWQMf0KBU8*)KLVoKj*5P!5XX|a#;b5mhRpG;>)z;Sjvo#v<_3PJO-752_ zh=^7%1lavVtoclIbTskND)e~ zT)gn;l0E~h=^UA~L9o2Rde-ibXL^Q@9~Bvi*z)6JCP15NYnR5x#%@qs2e=!C8ub)xezJoKTLx~8`AZU z39G!m50q40^_&Z@cEI;vipQB>O=lCl461nPGq8qXt}x0e6;1K1SMX3rLAb0Uh-QkZ znzDW~!Pjn=+%kL+KChbWc|~TXY7FAt@Q zw|FiZ82R(w*$kU_h7p9{@$j(n6!1-%0Yr}GreAkLP6)$Mx+2}hQ#qxN-eXS^p%jNV z$V7eP?upmXF5hYE^d1)(0{B3z7l=Bj_qXP#m) zM6BCwMZ&_VuoX*&*9?&hD-RCHRvF`J%L6OU%72Bed!FUxtRUrRP#|zjR7NV?m~ng+ z2PqU38j!b%;WA)L9_H~OIX*T;*}$>Yob!p}{SX*xuiP|Ys9fjPc=#V1^YjkXCAuMJ zaFvQ`Ob-vm+GZp~k0~~+OnA7)ogh_X-xT7GNc*MpooeNQ4D_Y+>pAr#j^9^3cEk~0 za9lwBe84zi8@9yK+U}d=jKV*Zk1=RY0c{%Xu!bVGbnd_OQ(aq~+*97EU?+hcT$a5W zok=~p_|z??wy7fh%=Jx{HQg&5RB01!EG$To6$8>(og9%(@+T$pG{GAA!R&q7QEOqu zNWeT~&^@HA8`t8-J8&LkBcXcTxJU5lhpPChFdW3wb6+TWR?YdESAhO<44gd4nzgp} zHzfgCNX|+i5-~tRr>X6SzH9_-RyyuA0ZL}q@I6XjTw`)li=;zdu-dGDt zod01bq59Fd!ij$vhF?~K4t6ivzlQ{m$2_@y5^SW$A!T*l&le?_OKx76lDyUnA~|I` zSW$T}waJ(jMLS2?JsR?_m^=?4H7cJ@LoNV}66cNG?9B+R3;`!4IQVRFoVLxN)PM1> zi5>p-0MJ5681N=e;?i3>4!aF0M`N3CNZppqZncFwJP9qp2FJyRQD8HI1u*t$Df(^4 z-tCvX{q#CLd5ost$+S?I4Ez@M8K#^O;~s3>bjsUy%p|!Q38t=85k!kB==JOb(iGUw z|DGP8V8EwJ!#q(sAWc)o!)vXKQIKrT6(;^}SmsTH%j@9ACpLu;t^L+FE7=x}wk0uN z4(6GNgel*_I~d?!TaH@JQ&1+egp!*AdNBe^ZHnfym~0{hXn;hlQIO7WPL)%Q=165~ zxBG*LlR15Yf=<|htEeUrPRhGEmWNZl;KAMKa;mc=c%bPNw!*02`)t4dfRDcU#s&^} z07z&9F*AYNabKd56N__JpZ-8=hPIySl7&4v$K$$x|G_@vWa;<}D; zaWC&YMnf~6tziOj`Uw%+*W6T>;1K%bI~kQDF3qBZ*jUlepFgkR;p1=g%{#G;T*HY7o))`Uwpe6J5&czm?B8cV0T>`>n`G*oQE!_S`Tp#7++5*Tty1}E+ zTRy~x=B2MZYYije`79zwKuSiB8z(?e67ab>4K#j=xUx7^YndVWEEqpUDG$QuFw54meq@}y2TeD3<0^vCQ-RL01NDF(N=J(7^gbnBvNb)bTEXJDVDI&rW2p1x zu&?>`+U8jXdisp)!5y^}lGewhV#M9yO3LHxZ5tZJTydVP1tJ^YckbnCmBl<+>^Rs7` z0a8;|y;JtlA3B;rdQYijR92JzS@e+|(XxAq3TO0lW>|NNwD*Nxndoh?bkq;tao5hYo6S^e@)iH#HtE6)}_83KdX^ToXM%t=Bf z1ANenw*7}KPtUR2jfJ;??iBH^+LqT$^I?(Z>>ag0-gi}_ACeD4#`wXBi0YkMGZ-5J zz6J&$_314c${MpC{ayJ*dK?enqU~t-$+`RKE}4O%v}Hi`2$Xb0lemSi?QeVYNUCuU z@a&p9><@%Dp5p;$8pJ>li zna9lR6gPY59EfK%O-5nXD$n1N0`Mj?2G(1|(8Io!aQ?wi_Ic2f$Gom*aB+ymZ1Nic zv%zQAJJaIEF3r1Rd=M!%=Nq{h8V(Wvrko$wK(cJ5qoYGzZ7^V0?c4pa@DgH`ZcY|x zVhAQTBb@gZ!ZBJI_S}IG@LTL|)JpFqC6%kp2qYvV0_YcQBBG;(6%@v;)pZw|+@oV+ zel<9sP{Tl1jOXfD=j!Zr0W{d1&AUex341>$a60agcoZ{->!o+D2teK#dfMYy5^jgZ zBd5Tyup%2Cpf!Quy;9f3dp;{yl07kMB4#_p;BcQG_&`Lzj?dR4v0Y@JQAN)hVxy$j(R1v3_@5YU?s$O zt94;v6=qYB_B-S9swH2E*u%!g#{Mc+K%2Qdlom!DVhD-Y%3!dHAR=9uO`(#{8k0;) zQ7EY39`393Zrv~TT1W_^l*355Pjl(t^!l25${W6um?uR(vjfSVf+Q0`XO)=C`@G$3dDbA3Q< z8d&ZOnX0j-01}g$$K{&c{%iu^83w*4`ToCim>m)dz)!>K`t)@?0$X0zE5jbp{8OugBs*PkVkGx6kZ3lZo%B zKdS>VNDCWQ60yMp)7oc43}Yf$*2Bfc#R3wfwsuBc0HqO-e`PqbX)*7aL6SjF=NxF6 z5|*PIr0wX}&`Cmm@NOdGuzm_;P!}C>3kxce;*?&=2Uq^03aCjbv2Htn5*E8@5krBM zmfSVVmch)PN2p|hy~pdb1B&w)38jW<3WrC9Zp$ac1y3`OVH5)58~cUen+@oMP5O5& zEQAtqevXUS0K5<}pz@nV|8OBwS^SSeT zJXAmw?Bp-H2fl+Gc1T*cY>yOh_544TDqYRFqTx@G92z|K`TU-5jZSm9lGUg-jeVaU zDCyVrOIGd?5gweAUjav4aL*K(tt&cyBaY~MILC0bUz}>l2E;EAke3gt+#b4CmBEZ# z1h4HzjXTm#c_!&93_wsGFu=;w2K~F4Yi*8Y-erFMa?I-ak!kJ|KM?Nk=`XfCL2Jfd zgYMn+TT{b|-B#f!>n4>OsZMiuZi3PVTMvHka&ww=I3y`+*#{B;k`HN|YxBC>BFQ}^ zHs#;%gIlB2>6al(AXsQ^I`IL#GtV>GFb4PqLV(jcG;hCi2d2gWn$w$tlDO`b>-ldw zN&z^@-#iUsTp@}hhaCZkaY&KD5~~W$8+2|WK3*X8_LTocGRBG8mJ|=p%(lh$WBU{4 zIbGETzi!4GW|13teaB&a16%QTfn?mxy(@--GAlag*g1SB9O2R7NLnjd+ONI`jXkOa zeaQ4V$asOGmN9G}xW$6)HNyKhm_7!XJYpLBR?)U4+&@-c7!8lNHu&HfOoV?sr&F@n%wa;YSspRB ztR9vHVOBy|8gB3K{KPcL=JA5XM4K%HsbYx7P;S3wbE$Xj8O;y~dr=^2b}XzKm2u<| z)Ef)N&f$1v&{vj;YXJbWEaPD5L)QmEtJBm0!{Z%nkwLzV7YPAIi;lF_hJ)K_4+u*T z2>(89RH;pqVIn>|VwM85*y-?D!Ldh?K&MH6Bbj0`kAnNKR2%|;=`zFFs=&U^fk(LH zfI&n$5HvUD@@mvIC?SB(IKt;Vcz{u{gYwZ_DmUWA@vl~8%c+Xz!BvUq6gEEaYlZ|j zd$_`zs_a~$l{feM`d#6_-OYEI+}yH;)(8W`B@RZbjVZlp!U#E7V=5&NQG8uY~q;ohzGL^&V# zP$jUL69U~HE`O}9>R}LbSS=rXpp@OcCt#yJ+&?F_UU0M-D#MTNWj+JqjrELqHIu{cq;Avv%F%FvGIOfOl`-HTzN~O`bamNmq&V74 zs5>IaDk+KE*|9J*-@FAOlV_b3ZdM2m{$5h@t-D)Xb3QE48Hh!*Ov80lH!pVrbHUE3 z8IVEw+`QrZgHr>_V#|Vpz-R8!h^*9;wexC_3j*e!R<-IYkVJ&=t!e>Cfzs@B^BZ{@ z{|9ieg|L}T0)bv5##B^9BqBcEslzljI$9Q_+4?xBO1J|jiL}xts(M6VI9vW}&i?b0 zznGXA}Q z->7bM@IQo(jhVzxpFY7IG0cX8lvGp!OuAjNYHA+^#sDz# zDH)jzuup&xy*pQr59uqbSqbBI+RO-WI%qtI~%qCHS!y={j122vUuQm&)wPCIcqm61y>BbAD~30 zrh3S&s0rW9{{)<-iFyQ=!n;qg9CMs~z1lxqQ5l?AEJSY7hE7T@C#fw68XY|9mbqoJ&Nr#zOWBURz!7}yjb z(zZL$4q6pvres@?A9;c(_F;HVKt~Bds;8>4dIZzn_^|MznJXngB#ZCrH2R8ZSI@cw z3PEnb@2NUxS!;@CT9DTBa%F9wo%(RDro$E1{SoADSz+?C@9R4DyVz8oOH-UG*X8n) z!l12{8gqin=U|5$E0vrL@fNbx4va7J{Q*Eghd7A|rFXTDGQj0cyB95g^6$V&P}Y{UZ6(ROj0R8y9a?g;ql z4^j%~{#coRAG1Cw%>}jqxFCSHTwgtajKzrv@7LmpZy}B5bmQyqrGTdoxb7ZJlY^l< zFSMNzgKQ52PPL440)lz|{0F!A&8S6UNsII$pVFoOFIwntfUV^E>Qs|9ccTY%hxQWRTIEsR5)O z-|%_bslzRkSqkdng2$)H}1UU;aRgz8A5w1TpyU| zW1YY+kkt?)`|SZB9yn*g;6*9?qO+?t#lll*Rqp?lt{M?_*oP1dSrO7$3nxDm*dmy{ z^16e@w48$(bxnD+toHCvY10NxZvB?HoDBSt^RGFwnrbyTapZXb9;G}2lt)x^`vr6Y(&0!>srB47GqB zuv5&WV*);7Cjap}={%fFcFjE~46z8`fV1cYX%xUhE3~vlD)yZ3+;nV+NO$=m` znuLiI>3h}rQeI5fI1MpFWUIf$uh_O81MSy#C6pat6v3fXUO1jWCt}kB>E7?ugcu-ZL(!K4@OD@i-mIHEr+Zg zN9dRs5VQYDc&FLP@&VBU6NKZDQeCm4`h6}NTib9a3keBS;MSC9!-}G=^KC#QF`@QA zkHuBm>|7!0o4AplMB-5d%z9Lx_8S$=LVxcpCIe)=;kNCbmm|2V8#Mem$491l)fq&o6GC?!E- z^FXclU?CCPCIBSHe<$bfe>^a8{|yYEbq;&Iz;*G{osWkn8ORjWNr40yiV9m8*r*z+ zMxAkITk|M=nyf^k+a%y3|CD}b#WMk}hXT#!Q~)u@CRs&H+6l(Fxay84H;5C}Bq`$u z&eRs?l#d9VSg1nANd95J{6AuPTx@KaPUmBV0wn=s<2R~RX4;*>xbiA8`*l0?c(h6_ zU78i?no zfkWl0q5srq+40wC$@Lks|}d89x|z;UxD!7b{5XG3$3(RNm17_;V)4;td@UDV9FJV^jg!ybBC&+ zJ4j`zvC_6^gBX`auDN3S@g9not}Co8a14RY32Flku4+5qf;8-L4p}{qsKe!V;8U!1 zIZ;x=t4-sDU6MJ#F6DnUS&uLZZBZ(14GBizl-|f&@cBk6XmQ~j57P+}ot@4v;Fb5?l>!;XVY#eoeF;Wg(xhUE*W znMtP1hDyJS?_bH`fNKyl$Pl=>TeVgipRs zO*eBmUkOw9)1Nz_sc#Q{$GS$(jnK;W5m|MTe^SMJ;_~R1mTJUfko6T*&kT2SRW!wl zO932e!{bmCK*o%KHb`s^G=sEKYLo>NX}ml-5F5i_WpRy~+*AVPpT3G>9f^TJmfde1 zwWuQFNHbwaj4B8}Cc9yE7}1i@j7F|7MffOh4h3j>c_i>}UT(NgR^udg2*&Aw=zKGt z4Dg3y4Zh$MLc1~LB#7Xgu^{%li~6dfC5I6AfXC6yL1ko&`V8+1$}0Xar2E&if-h-z zD6wdRHS=(h#9(E4;P|8wllrkcuvLJr88x}|TvzVM2AY@x)&mm1SL^i_hF%+@wext? znlcc6i^#HDU~oO~Sl|b20rrbyjmA#rz#SezPw;mNp#l=NwD*@0V#Z|0VW+aEW58IWwn zMMP}|c`W5&@+tnoM6toUExvMP%GYqDA`QfkbIEjx3a|*ge_S&fxjY7mqrxDVbU33C zp$Sq18jbUP(~`pOAnRK4BZGsxWy990fpy@-P%aVnFyBIxZ6X6+n1Bi1Wz>VAhVid@&*8D1^ZCr>`Cj2Qu4-KY|;2D&^xa@N%1V7J@10t z#_I&n{p#cSld?DwC5d%gqr+|C9W zUOo@$qDtqEHVwz3pUoMJWb*XrhN3}E*v*hB^F}B2iEHAH5TAbHhTMBpR+9IKU%~yo z`0M#0i|9iy9I%WzLd6d+hxdmRaybhN1nF%VK&cGkFp#%CzNWxy<8 z4XIa};3}%y;{q(96x$j7=9BbQB9t|+KBn)*IXi&$_&oSPo57CmMO}(HZiU?Zy2V!ca}s{U{FwAglX_t z7LiaxAr0BoZI3+*db7BB!rCSJb+VO9jSaz~3NSq&Jx@c6g^_tC6InI@YX6zb*=|pT z@u<;c2|2St|Btg9cs)rsML46)s(4#_yXh)u=F3My`R8$DzUPe_l zwOLem%e)2XRG;|y283s$cFc+};z}E^zkuFyBBS-_GJB5t8o@bk_&;;hE!xJ( znwU_J=E@iX!yMq)84dcMgW3h4#~^5p{rCvfg`(q|kr6o%-CKikXpS z>(=U@vR|%10z~(%eJlSW?1K^$8uA^w%BD0g=i5H(WUn-fk{>?; zfBbk2M2(=YV-?${bH89E9R27-GJr75iPh|)SfkjXjSKu-31aKT(C?D{Pn)dRMQ($3 zlzF;9CdcRog-6n3PbcKC)%fLh{Z2+&Uml2bq@(Shdfc9&zrL6^!#e_^c-Fkt%F_Nf zPDsOIZ9IuEfixwwf)}R_{Q=DXVHDUX;Gu9kbfJ!UYjwIyIu~`cF96u2p}6!MPMKYf z2k)B3pGR)zX+^k@`(W=sawhW1TWg<^6lxCwuCV^C;S-w{?|v4*aLfEXrt_BR*SH06 z9bJY~ZA~&fji_TaBGwWZbS*K@-eOq}_*^1B9HPUZD>(mPv9!z-PJTnNI6v%=T20H( zy90`q6@CN}&M|4kIG@cf$NJO;z*kVQw??!|^h(#{X37R!p%*~7#2%Y2iF$SpgM6ST z3o7(HhTi4t;~%)uLelbMM1GFQSfZK$;XG(#RfI%PUrSgHa5y)Ur*w)tZ60kfW*D1DkeF1q=nk-rfQZ{qpfrNwS7g%Y$8ef|oG1gHl z9WO@-%hfF|4CqAaVmAQ zPop%FVcocO|e{=6>*1aQKI$;H6 z0;D(+{!BYB`TTfH9Ix+`C|bL>@Tzd*u7pA1To~SXYVQ}x>^qR;wXV&uZ!Jv=M~r?m z>}3G4Q&?J%ll;SLNrXjU;2h~wvE+z|2MUf4%o}>KivY=q(R@!HijIOE5f!udXOU#+ z9dO6{W-u(Zv5`nT0gOW{#R|e?c}%DS3p0-p7~crONQE=*;AG@K4!7N4O9I0~POU`A zu}bfs&49>QbR$FjV%F*fR^FS3ENe%{rjQHQZnMNsdf>JIAR=lyqc)r?ws`w3MCqrQ za76@;l_>J!mrnD2$x*OgYjMfb1S@6n`q+B16pygdrxi0%ngUwc;+u4hfzd*O71@(8 ze(sMWp$=e{xA`^U#WB;t-EhxvNiDnz#59&$-8u8d4MO_F9hIH5Jt&JFEZ-LWnZtQ= ztvG>+46AM29GoC=x}?t@boD8s$=g>!3-$bf0owld7!OrVv++?<+&d-R=Vz~#R6><0 zC-Z@8k?Y>$Iq6)i^gEOPmWukE3DdF=(9M_*?FV39DQa;B$eU zHjhH3P#N((&{)0N(K5m#SLfT`)}tvl|?qUcp37gsR);qboPI}j*yQFf2}76J2kX(K2_ETp9x4Po)?%P? zQGG7?kir#nap43CA;mv@(CdkODaLz0z`l?L%K8AsUBoW?_XOF@aa@KDkn7h zKy9X2)7_P+KPK7W;Zpl0@az3dX4mU}3anZRwT+;DlIkpsa&s2z7;mGtS-%;lYe3&q zmjPW$3>(W6hXAcT?R1~P19{v-k1c$R9Ebx2&0QT4}O`&x}#;RSJ0{iJCbV{(>%{=AUVVJ+I_4NK;XmBDP z3Pgc_S`zWQ=@ku4e(xm&*y96I(h?FRcE$_0#tVsbyS{3Jl(R`V>V+MkIdL-Po8vX8 zWeiezhrynFBnDuvqJ=s$&gEcOz-_(K&1Q@p@%0@O${$HBP=4`0O@sMotbiVe@p%3( zwuMi(@00)Cwm?}UEZbHwOa*Mxz!MR3Pty#-8ZdQc``MUIneW;|Ir?JS3-@b5hKqg_ zQtt=2nI8Q(^{%blw7-)B#!IQr?oC2M!td0y|8yfNR(og1a^7fehQPVimY`*Z?CMWB z+=n8o9Oib@R+>{}kQ&}q^D9+Ouro-3UKsz6T8F$dRwgDUz7))1K-&O|L(g9h!vp96 zpz>G2B8koXc+EU8t$zOYjba@>Pz`G;{}h{vtt1F{u-oo=gESexdX4d=8TIarK362D z3H@KVjo(cMz+fmph;jkuJlu(|<)8W%u!#pNnhXWI^C4L=nvzwc?O3G2suo7$lzv1$@s^vp?eaWo*`5diALwqO^dnBmH0JYK5V1WQkU6fJ% z#ykDx7ap85OF=qJGAC^3U$&)N;!u#;V6~d-dxFOSd55_ngmSuSOUcH^jr2LZy5WEN z8cP0M-LN~GGGsO#r-i#>;dL@~c3W+;wYHpl6{8SPQ&XT;8wnIccxg7=^2p=Fh{<>H z0u-3A{$cApaPD>H+Lh2LNV{yc=;PIAM~L0}48>kl;5?d@J5x09<40I%zz9`oTMYOB zi^S3T9}LNykaxHB3wL5Y{yyN|?2{zZYaAW7qsBso5{d2lJELqE)ou!KY!r*01jd2F z?%QR0^1Kbcd;adT!D<`DsR3#Q;jHx(YZ6M{#kqSso`PYsZEw-@;P)vUBOOxJwF^sw z!_^R{^j(*cy*qmXN#X4%TZ@2Y#BLYD^*KcJBq7Dnm?zIbo~V1b>(N}Mbg4LX;MBtm zM?$D3v1@x6+pLJhm<>#XHsw;ekt-kuf4%U%rs(?OlB7o!cN@EvD*1#8JHn-P&8II{ za3dt$jlchj&TOK?#`_)ciq-DSr7@C^aZmI{AJaH@G0&QT7^^v(aX6DOTtr4ZiC(OM zTF;7**9@1$OtP+_+NokUk!Czx zIF^tTgWVckj36R!46FC#E=z zmCQw=bpa?E3+huxOCUbxq3>H-J8r$nzv22^5Ey7YW7K+@y)wBZJTiKUbKozNULRx1 z75f=@?Z%oc7nYBP4S^@UI7YMkb}jQ`DHM9A(>NMS^PWtran4`K6yMUHx5XJ=h7hR< z5J)AgYN`3&r}{o{#>NRm_k9`}fzIH-izF#&7R6Y;7M*$&se;@7NA7+R`}c`qFPqbu zXl+J*?hskD@ufaWc^`Rg3NeVrT*^3JSotA}hs7^1t}7Z7rZ2Z?S7gVaC%1{#p*-VU zaZ`OYwT1#>X6O#6mb@H>0pu(SWR}S?{-YxIqAevT6!!W3>pXqk$<>PWvu}U;bX5E=+jF zl_EJ85>)D7{mJ;}mey(FbWN71(j+_tG5GO{{zqkVTre&u!?2v$V5-|C4Nms|W9vS| zt&O9-;WApfO@|BmNLU`eA(XZl_RSIERO`k#5i{Q>{rw3Q4i+b8$nI!O*&leJz}8}K zz{a3&HUqG{hbbHYyczZBkk_{Tl~sf*!At2!j&XAxw`=UOMf0LqsMr9gs(n0`0d-Nb zb@=PKZ8UN176TJP1GF=ITIONUc>(Q^b)<3O_h2=sS7y{s*c)&tmwcu%TbHIx?o)X~~< zvnLN(SP3P;qU%tdaiaXgc~#qlqLs1ndH+p)5M2c#i+eKzypjnIkJH2TcxjK{IZ4p5 z$hYg4)$fq6)I|9@pb$DVRGLUMT6!@}e*(~by6LXCWC0892eSn4TB;E);G<<$g%bNA zAosep+7c1(Pcy28`r};9P=g}eh^wxy&L=~%{;@fwWBc!QcOdupSI}broYo;CDHs}1 zv{pBP5tl*j5!w91mtTfoAz0insNFmg-lPYQ-~zRZDk<$XFK~no+IynNoPGf%;$M=$ ziPRuVbKxFub**mwv)~jGdnjIW@e!!5XCFql!0Sl-LqqU+@tG^^u+e}{q`pq_^?H?n z@t*$mv~Okjp2>;gVe=cHY2mt;+VUEn6qhZSCI<(0TTeRKK66V&=BN8ZY84=q zMx?d4@S-gAm)Ttx@Ngy43N_?Y7hgZSJGTV3qku3+lD6LqXK;K9s68I+Sa^)r)kc(_v2~4@9zVF z%R65f-6qE)Y!8$<2JaI8S3=_iq1vcg&GalkZ5zs8ca`~u%uT5+4?EOYW`!q@-GDfS1R75s7uDR=adONQukeXa#y94D;@y))CDVF;`>obZSpY$1&Hh zghHc`Z{TOX&&&AexV9?X5^HkHfPtSQyPMXuWxJ{U)kDy^(eSj7lF@;IAF(2=)=%fn zCy*};s;Zr)ZgJdh$u!V?v8kf79Tf4Vb5F9}x$;v!S#589rQF6oW`>Qn$&n|^!4>)D zO8>he;z7H@%nW(C%Z5EATI;$K?+sdDs+#hC<${BCgd%1}P-@;i;1g3mRk!;<2Q!Sh zprp^ZA9~HwR3T%SvB7f3zU4oSsT#uK|I&*jPph=V*bsMkVETiPDM?Tfv5V>sDEE;c zoY`X04w_35Im^p(z54jBye^Oq_yh(sqAFuRiRtsrt5`tuvs7Vx=6zX4QnB@rsS(3H z)I@P@Ff)dO>9IudpD0`q77Fm!+DM$0c84Te=Z4L$8vXjO?Gs{zTg&hv;r%)UJ-?35AZUY z{!V;NwaW(JX#yT40Hn$R_!#8eAWn5ZQwE3Fs5zU|f5{fj{{-`PuTQs%a!d(o8$da4 z3`b+%c&fjbf0hl3?{<=v6lQWuI<}-i1)5qeE48e!@OE0)?n-@;J~5gnW!Wr%y$fCK~73 zyO<9<@vvX+wpUqcRS!4-=imI+AQZgeoG%1g!s~9%&n;%EJ%du56(wiGv(u8crVOYz zN_(ds4us|HK{^3AA_yM?_R6zE9TC*x5(Jw0s!M>7IRZ3Sxc3SI{5-(yJ!4THTB-{p zb+`+}qIgYDzYZ#3fABbrD;vVA!vG0uMGSwx(tg8 z>1g$@$yd_)HEI&O#ytpaz2JYBro94xTYGiwQvFd}5f78h93N&GoSArTzqvE4Xrp}4 zv8|wsg_Xw?Iwh7Y|IXEvd#_-x;=Xfykov{!&!+!Z$=OFko$qm6cT-!r>{$=fwxq4i zZLRf?$1!=>YFAxRlROKVLIyKPh7s0d8PVOAgv>fJVxlJ#q9m(ss|-fTrINW!EMhS; zCd+;Q?Afz>_TJrduD_ha%x~uR{eC~+-}n7_zhADr)ose+m?Zx20<&76l?P!Fz0Uhk zPxW)^f01%4rRHG#K!tWA=M@z_!ZYl$XFv0OV3BjR)m=jTY{b7j(K5j42jS**LhNtv zvR<-I>tmaAsh4jlAG52A)#h-IJ_;{4u@j|oFX+vWnGFZ6)9q*6`!}^|s{Qb@kF~b* z8Dy{M0ou1?19}?~)y_g(mf4nC^cmAui*W2NQlPi1>ghpVtT zbc>$mmwgXJ#|K@SuhSl=Zda~2m?LC(B_j1F;U?M==PNJ|XwtFX_}M4!+ZN}imC)PJiRo|N zp=Pu5oZ&%z20a_LZTaLYbD1*%`||&DQqL@hT_d!88;TKY#Ubs%ZP^P)yiGnBXG7Ws zN`##736>47Fg!pu@mxjQ>def{j8c9|nKUgU!!%;>yOvvbM?d_pK@dyc)1a>cvTGNU z&!r#W;1_#5N8={}AyRyIxeZ#a;HJTbwfsz*VMCU5yiXl)3JeB8l7d`Df)vC(VFAO1isGSqV%YB)7bZFt?I)&MNd!C! zeu)52x1n`mvrf39KPhHQcc0a(34dPjswLwFpbnyISu7kK5nym1N{zta4WN_0RfqrO zCI3|$NIuMEjK--I^q%S=9CZWnaspMrqdloGr#}S-OlTw1=DSr5p88v{KO!Ri>^HZ0 zr5{k?uQ%`UX#pQ%k3)saACbr`b*h{-NhHF$3V&>fbtZLH!Bzq=fCz{Q zYtlcHLqA?}$G)TbAVtrq;5+0t<-iTdA2SkKP_WwJk=f%wiOpVqId*!OoOgr__Xw|a ztvP}W<+y)5+S=JJMa1EOr0xS&MRBJx%0MqWNpGB zbh}gs3_PyhJ*Lq_I9erXBwu44@x_X?&Gra}a(aB(r(qW(%Z7{D6D8ErFKdE3 zll%L9AXo%he@(@9B(5kg9uy`n+!)!i-vRd8uMklwI@qus9$M6u^!=xrfX$;!)TKnV zlgq!)8l8QJmEwp=gHj8dtE0X{-GloD{T|c~z$mQ;MNPlrEUTfoEblYdOlXy=Pe0&i# zix9g&(AYqs6vE|cjAe|CFwFYtZc+Dqx~7K4)hJ1OX|V`;51gi|lsmE0fuQ$!)C5!S zTFT}WHk~5SaKyKI-VoChX+4eUeiXez#_d_RT;=@^ zIqM%Iobf{#zx0S_gC((qm4u?`F!NEOm9B5~9zKyUH9tuwrh2rJIJO zLO5Nqa+TwM$TT7@_3h^=Rzu&oux2_PKH0M6QoNy_-hKbArm!*f3h1Qz`g&kd&}ds` z4~+;>;cLB20U<$kmO6-P8GZ`c8zGvx*v$1dZ*DzSV=X{phTw$Eu}~U`mK^4f2>$Ps zhoetFtL?uB>`T5SW4%*>S%r2RvQ1y4toW-+Io})8ga*e_4dW&D94Yajv(?me4t_2t ztfD~1{;$OXWML%9YYdqMmW&BRU?^xMw?jJ~18}1kS6*6A_5$w{W^psGL+m(0yT$%v zHD0oAm%ZfizSC4D((Kld1v)@|K$GwCJ!c* diff --git a/_images/6e8635e458dfe36a662324bb7e880b7acfd631b8bb0fdbbb2990929873775423.png b/_images/6e8635e458dfe36a662324bb7e880b7acfd631b8bb0fdbbb2990929873775423.png deleted file mode 100644 index 7406ac9c1a3b92ee9d729c04ed968785c663c0f3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 17496 zcma)k1yq$?(>8*DA|c%&2uLH{h=eEzf&wCq(%l`3goKE6D>96r6|hGO8#js0=75SCX$`z$Xo; z4lMAGu%qmA$EP;NjxGlFMktRB9BnOa94*ZZ>70%19n5U3c{znS@3PaGIy%}qh;VUP z{rdq<8+#M3e)6qbFvxXVc})it6g&gu-z#4wv&>LXq+1@!NIi2++MIOLezt$!wmZyS zWQt|ZO8+UtNV78P#;kpR+Sg8=q8c;vnD6SWlaF{yi~2}zD0C!pxZ61MUoTC3G%Ww9 z%Zuftaxo_OegZ}?mXL$DPZEj>H%7d0=Z?1ojab}qw=gfQ5|d5+a`gx{g8L>uK7L_P z>L7YhP>}rK7jAm^6QfE7pW-X9gu;hGnM86jGBVAoSPbx$A&WoqtHP)zr_2r#hyv!X)5Z~it_Z}p5;7hmpRds_L`tBgS-cu`(> zW3oCHeo)mr4CYqNQRiqlHF)Fa$B~DetDRm{H1WreA5GKqnY-|{tp$^i&~pQ%6dk97 zH*etR6aQ!NbnhBxuv6h;9v>g8$IeEdo}CqrZ>q=MqNi7jQhpopvh97L&9nqIqM(W> z|5foQ%>Bu@D?vRLq*ePc9Ecx?Xsq)(`KpqRvA;e%oMy_&gYD;siB|+KaaJx6?0BTw zCAiYxc1lCMczi*Y_eenjVO+f1M(gujCpaj`^?D#;1E0l=KlDx6XKC@1@ZYSoa;#b+ zMELl2S&RzZ=gAt$^ZwyDXa`&T;d@c6)N;8>fx^PVf3~Mn6ZkC%NJv`WUMCE$J>T}Z zNOayDQ-L$15U`X_mGC;+ET2Xhsr3+?ta3v8q?9Z&Vkxjyy)A*Fs;as&QOR3sF}&1t zgKJ?(%f_hfJ@wY{EjY*=DxoKTDmd$TBbZ0qGY1w-v)d}QqH!4*GZFojqSO*+fBHQS zCtW%d1;a1SwtX@(GYhRJtD1)Q_V&m{o!KSNj~E=5yNwRFCjDPC@bG-(syjmU{jODR zKhto9Nh#@C+%4u?w_fvG41GvQ2u@9 z#Kt`CQj$|r*0a@7KBLE8Tk?S*=X`p Y6!tj9`N zwrloqH^3amR?F^Oib&bhTda+eL7M-&%6C!9@P}SB?Y^WroC`Khp9YF!uW)-}4253a>V|wBS=wb%v7j zKCgA>cUX$kF?DluTNWz^F{vaxDzbrwF%FV3nj*a2(5)ZAUQ9BW5)k<1ZV?4);68+V_ z%$l=wIHd>>R<;pO%~oOCl?XRp8= zbvt4>w2saWr^zL~#UdgiP;xbkzl?ZXy?Pa8$@n$8_r;k@ne}A*K=#ws-zLE?svON) zE>OVkRT>#J4rK4Nvpp%e+Dz@zu%3@-A$6eatyL!0eC>4nd$GB-mBb<>Bt&$%Nw>1H za$#wSM53p=+gZb{xh;{UAVY11fN(Mv*J3F5CmNnu1L$9uKdG)f>?@hD{cUe=V-vOc z*0Af>uFXukOfN<}pqX7x^)cQUDQuZae;COGSFi5x8k=?HBFQ(6e7K8F6+2Bgj%WPv zuHCrtvL{6xn^s~%T=H#D&@+idK}5zwZZDCAg*dD4T8MF*#2aSGt=55gI^ueB@e>k> zObiTuy}iALR-ZqAer00fFxUK!pod)0n(EfATmE|J;%Hk0w0PAnh`E-XQIn-Zo$86{ z$NR06Hoch&r0#!Kq%1AjlSN&=SdEwYRz_}>nDxhrdkDnpc?-|Cg)esrPP03EySfU& z&80^K;xY5_MS-!Rl9ZG*?oRqSR%%fRSB6}`lFX)NH^9RO993aV|8+etbit`>v3j`M zwI&!5YX9ABA0XRQ9JK2X~ z;^QCM+S)R@qpxFrma*$%?vSvIw{7O|gTx%B**!b{=H! z-n}zue1qOHM#AwzMo}@eTJi;4fK9BT*P1{ zURRd5?salMjDmQtk!H!BOxSsYY`olt%d^g6m{Y)V6Zqblq__o~Y}cpS)St!lNM0lz?=5RgD1*N=e7&&nk@=otlI!_A?s8{4gPSd@ zj*oI0vqR+vge=$4_Z#9K_v^iFH%nutg0ru221bCHCE9w2`r*R|lm_1`XmJ8o6qvYF zcgiY;WJz_JPmlMI$4JPmbeo?34W8s_?{BkO@RZBx`sstb4|GW^OJ3ydi{R1*$c7y4 zpB+1%Y$Tzq`=sTTRJhM;DO6QE^9OUf;_v#1+>@@GQTn*jLQpl+tb1^nca^mZ zMI9`$-h8`Uj>-4=LZA9d0`o^$>@Ti9cu(YUJR+;XW28alu=*3vv03OP@q355^4QCm z$Sy*G^83(a~Rvk&412sZt9Bj$p%M!NxGb-_wlvVv|{O<~tad(GsV~A;vch z(&FSq`Po*Nx&Wz=*`wXGSStb3=_zblJGlTVRS03&u@O|;yVDmo_|1RPI?DhNU{b3Kes{xJwA6f%b=L_WKU+UbDPHF$`jv%0IJ(mJXAZ`@JQxHg zW=c=$pBdMYUdFjiv%cH)fttmgDE2%0zbr~E5s~arltAa@NqMNG(l>;3Kem> zXx}Dz#{E78uH793UVpA8uf2oAq)4fTOfxeXMy}3{hY!gfKGd#%i8*|6+-LV~PtTn@ zWQu*k*xqXJ-4T&<7&=!1%X)E1chCw&aL}Q>h{56`2kH-8b$7~ee_VefKg(qND>1(! znyNd+tkTtPFiylG`df83GK?dRB|T{G;8l(j?4ct1n4Jc{g| z(z1f+v^y^{Whqp&xBsb-qMYQ~`f(W(x8V)?(r}ur?H^Ovc5|t4nkBx83ZbtmeoxIl z>~-t;)NyTku6H3bpJsxeKaIVG918Bai%d9WMcTA}|1!RN%BtzCCr2Sz5QM>iOCp)=<>7GsK+F1dnN?#? z{=i{=@V_M7tzev{yt+BwP1o0na-U*$gUeZwq;Wylg8^r29anG~`}1c`FFCbwnB!QH zZ1>GWspy!zUJB^0$iAq)$t;?w?gznOQI6U@&zTPrBNOdd2eUE--4t>$5_WD4fytuGqjhg@+d;M7O5XQM zI;MgdypqOm%|B#UL?fRjW$U+$wKzaD`7>^>8eRNOln331hX5O(WO;-ExSN)GyoTRojJDF-F zCKz7vvNk+s*BX2~a#^2cSYFD}vR#j0PHi~ZMsz0=Z5UK18+*3bddksye|DRlP1vNL zx(~Bw6lv8`OnKlLcfXBf?kf9mb7eTZW%khiEC^S>*sLtXl>;V?XkTf*9>?E-eJe+U zw6xp|%?}eHe%OFc+KVG^o;S)lH;J5(HL})YcG6`wJ$z=zpqPUWWvh;o#-nrMa52iz-l)KuS}{)lAV8>-{4SpvYPc9Go*2shdg`8ImovT%5?7hK!nj5K(&7Fi zteRscc3o}99jD>O-p@-_bZb)|SnnbCtgCxMl<7mHn63#%I#=Aiow_dL^hsQw3sJHC zs7k?5dEzwWIC5Fr)K6ol-J%ZN-nd*B|4m8t`gE;yhxU|P?D)2f+zXw&AV#F*6B+v3 zabH@U19k<_j^9!wq3Gj9D89OLV;$FU{z!i^EQ0m&pdNdBUSKk9c|@jkw%|G7e{j-n zNj&u%ooHb>y){Xtkk*)`8jUn+&u#~zEp@)WPFUgIf|Yk(e9TtG`#K8@%o9)Zt=DKN zoT?f2DgYd1Uu%0GuTaX&)YP4fB6Nm!bf;d@CZd7lMU=bw^SD5BqU;Q$blq)BT}!Ol z{aJ`#>Bi&!q)jiw4a9ijV$-A_Dr1HgD-TZHrDsB_#v@J4j1sBL<6~}{6!QB@dbAmC z4h~))uAqIA!`WzPez#;vk%+TN&7g`UnRDYNe&Gvy9vNAwa_io#@MCe-c1tef3vbt5 z*}azPEgrw1RN6lq*F#9+Yj1~3VDXz1r9cYv@Zn7w-P7;%^qtNy4ypix`_YP6u69vz z@%8K1Z(XJb`Z*o=__X$aMd-5FRx0Ha7U}8^%6A$uml_7%WR6Ko&o*MtehzFekqA-{ z=c1QL%dM|>N|clNmixx(UiUe3yp+~UoI@VJZl6^2?$ESY5f=fMuCQ=H!2&i0r062B z(CnfZc9s`u)H8tg+l7H*x`ttqyV$J}vFqX9AhloL@Si{g zq{SBONm?)P{^gEMS$IO|>totMhF^}1Z}V-Jy36&u<>Q44v3XSwwgaPxo>%lH?SG6$ zzsJ$=E{s?kf&G^!v06ypuc^NTHz>&DPAG&X8e^fce;kX?a#@N3@ep{Dag%o-U6(w6 ze%gG4>urTl#j!ET(zJXyW+zIT(>|F78KW ztnMQS+8`}^HBw-ZB<5D6jUFODsQNcFR&pHMueq^)=F~Moc<|tNM_0kGbj+IbDsmZ1 zftB7Xt)Z`p+30u)jXQlkwlhx}FkWEFG#dhz(wV>?^7if3FN*Q^9Ub`~)&wk|&}m(r zg3r`;XgAgCfE=>V<@s>QFMttRj+cd-w0U~rpz$4n;Sd8F9}=+(UCR89QAz(7-3R*HLYG@C||<7yv|*B26T!tAu)zmNWg zrN*6{nvcEo*6C*25DKA=Q9v2(8dteEP%=hY9obEqm6j1haD=2RE-n^2Z@!QVB~uw$ zT3&ttNq0vq7uRmmduq|&t68Z<5RZyDt~7Kfi)umweD-&rZQlVxw4YsF90!P?pm1L7 zkwQe$YLOv&t}Yy!ytXcloe5P{xUG7B%3^ats8Vhw2g?O^Uz#DkZhI!T{YvjGfLQ?& zXaT*K9xXCbc(?p#wLefg5cgN5g9$cb22c@Xk|}mL;gIRwU12xxy4ymk!}3_BrfYZJ zc;yUxmWR+)Ze@bTMrslrMg*=9Vf4)U)NYJ6fiDg1b37@XlzS@+> zws=~4`e>b(sB{3f0bm`W6#UsKB9}Qpy>JrM(z`!#apVM7}9%1j(BhA-{^JPhc8hwO5K8qjNk*2U(v4-L1 zUH(E(>102jhUF}3*W<;Tloq%=VeeS_t;^B*=4G2*Dm@dK0Q$UwhS8g+BML`<&(M$_ zus3Wfp_{(vXD5U-G{`eSS%K?gQ@c;1q2r`BYn7mqF83?_L3q;>ditr3!aa>L+*3Tt z&>qv4R>OSi&jKM8uLqsx$m+M`HdK~fs?|iNgO8YE5%SwpwZg7Dbnqq;EfTOA`|$Cj zs?b*_fSOv|@2B{jyIBfQ0=yu$y1ELNB$Yfs!Y3bI%`pP(AZw==BnG3@a)y#?LO%)-`FydSN1yK_Fy@dVZqku-NB+y%J^WQh|v(vyKef!{`R4YE2{gm4!Pgu=pv?%R>>G3CJ+LdwAyb4rb zTwDir1$XzKCvB#1!H?O%3ad58KecJZzD~%TBEWwTE;)n1gFwNcho-n|n%4a=Adprd zYbJ$XwA(XWx3+WUGnl?+H40vORdgc7TJgP$gEs{qes>F4PyEJJOvDftHhx*_zO$0P zq(Qz_7)9hv&rpgRB(J7EG(8QINp#Qpe*HRk>+?Nq$sMYEd$zq03azrYpQXEgeHqND zKGg(sCxc~*k`shtEF{Dmq>ZrGeT6MpbPa`B0N14^+WlqV{c>wr9VX5`5juKR8k77M zPI`&OhSzCr)X#t3w>A`}u8fdfcp8T1`axl|J*}<&?Rp-Y3!rW+T>GIxM->I!rai2> zGw9X^w@{9sy`(tYW$h_U48aN~#4mgUo`y@SHo-#A=d~I;$_$b77hYctvY(s@s0r?D z^g~a{@ONbs1sWZC8f)A}P_j~!SG&Dyn)Wt6Y0erTpNM|l3Uhq)I??Z?bCBz-aa&5D zJ3E;#ce-&)&-1>uOtE3$1DSiOAHPfm2bB)+($C#EKSFB_7u28?b?dXNp2v0FSF70I zL7C$U7`GW7(8AC5gd?pP{TaDbcQ?NV^}+i%t7K8cdcL$`r)HqV+V`Mma^|y74H-p(ary{l{`NcJ4YLH>K;9czJ6*mL$0>db~pgiNc%D6JEcc?AX%m(3* zYsg^EY`h5_N0+B=b(!$XrQJ3i-7+1S3?7JqvNxPJxTV{cQxkj8&}M%!8#G`0`m}9q z45CTjrXYDn`@eDyVSe5WOit|H7fGl96wKfIdnjo0lh4}HDVv_2Sk6Eu-^2{edPc*m}3=+sD0zx6o2;p-A%1>*i6eV-OE=Je6sF3a6m$_&1a^_RvMMs5$9NwPW^i zjqzjW>0_erS$GVI9~@FBNSwW$LV}*DS3PE!d$aH=DEN)_BwV~bk7rS%-bxCw_bu5^ zH*J>Y8}7NTv5Ztk{s`Bl6Qa);AfB)i2nyws4hQ9f=!GSH;nm9Eje||LsgxA!vRE?t z81~oe`GS!$=B&?hF!02$j+Y}6ZSJ4_9obwmuC_gh;X&^qB;Ag5(&olq(8yO=gQ!QqAFw0 ztGg8u7k7gT9gWFRlrB(CF~m_2ffg5J_z^tFE%4*i>D;AUUDYSUn2hha(@N0AilRjD zqcg#8rF>U2D7d8J1wQ_E+Lc^-BmHtjb9wTF!R_LhGEZ4NNS^_l5kQ!>D!s{4Zpxzr z>3HDcpArY6ef${Yb8IwsOz!(qyWtfEME%!-EgP!eCG0}QLl^E*rk%)a2-l21seV6G zF^3S@^1O1|HR=R3w z_L`o)P8M|jUL%Hc`U6A)zp<7r_wCzpYzh8J9@`L^vd}_=jNsOINX?HG!zDP*S<#?v zzn`7;$y&!^oe+Q54vRsxltT-H;X#wjbbL>aMqr~KT+dJ5UKSRF_}TPCavA1hr8iQ% zNQ`>~QZcVKFoeg2L`T;&#RmmdylV=2#xXj|ZB12kCa|#dCN;Iv@?_>f$H`ZMFQmewXM8>x<%p&=%E)fQOU_Q`>k!wc(1zR9I7gQlx1Q`D9M z$Z7F8Fu5c)V)Z_mC|8`j^9Bv%Sxu#kR^VILs!2hP`teCm&{0Z_nCm9L>#@;Z;UsRj zIL6D?27l5QI>|vnNm2$fo*iq0OTGhOfR+K>wUG}Y85&}wr_Y45p0+)$5N24~EN@)B z&6Po8v6U=8m3-KnS&3ss4H<%)S!a-Iy-hv8NwZ=ciW0NKx5Hav7KF)6ho8rt1k%#z zgh$utWo0t>uo&iQ-&4Jo^6R|vP1MEywCS4lBHNsD=gdvnoUAWd()qer0NY0cvf!E} z>@f4Y12SP0TZzA9R%jRD$BvTgPY~Soc+}>cf&l49hrna8=?`Y>PUs|Pcz8PbrRy$I zwzpF{W6l~gQ;f+9T)5aZ=PFfUW=Q9oJ#t^5Yv`c&XC-!2;L+kro?p|cvYoj%I+d2& z2KC5gQ-QE&-b&0h=OUpL=vhiquWon7UD2r`qEQ{H-7LXO36ft-Pr=Wg=BaUsU)zi#+#~~ zxNT>I4MZwb*_?R53*?9zgmxZ{7sG ze{VeaO>J51JY4cze`lugt-n7$8JRp(wjiFDs>CAMj!v@VlyG*x`8rMZ=a85Lj))_- zpFAR9r~V=yO{0TM25V%qx0G$dA^cbesdx4cl_sx-ay4(?zReBAQV6XdDk|RQ&_%C%w16McOAU10&loz-FKRT$cAx=uWj=`m`Bp0cTL+XYNP}&C+a~tB6@+~Wq9F^bwXaiY3kwU`_3CPx9qLYhD;OFYl8L!; zL$adnwisRWcP&S#yO7hx+M088bhM?exjMRJWMs0_5NFf0MULkhV~ovnw=;Qkz=l{` zGwb*9s72l)X6g9&N}hX|n%*HNCudA4c34*W`0*pa>+H`9d?9MS3s+v(`*=}R(qy8- z?(N&RMBcJ;a#gBdp54#l5+J$98A;a3ey+svKBBc$yT!e4<%{f3KmzH?F9-)#9bv=K zB#vg##>%V|AeJVFBJa~LiY)s{_zZF%qNCN0N?o>fU1C|R)eG*7%5E5vCzEx0pwx8A z8y*KJYQ>Q-f^|#Nrf7JPuPYAK2gqMq#&~&o%^-Vzw+yN>yS*KLR>Fb(+VYa;kFf+TRCr(ux-(NEe0@=nqM4hU z8vvkt8*-JnxHy8I)q!k6C^WXMI+8%ayezDspn$+H=;%|87@0^^+_1Z9BKr`AHbO0z z*+20L$0IP5ga472K#8Bn>#w7L%~U54EFLK-;i6&UUj5{AaUM!`H*M$W0j*aQB;>rW ze%wTs;-Prxwm+yrF6L?rsHLjg<`{aiDCzgXln?h3CF|y=Ll}-Xc%Rpdh{+&Td(GZ0 zIby2T!vTP3xp11ta&j0}VD!Jwxi2VqF(GJ{-$0+$s3*)Ib8h@xLM*ep!KqfiU_he+gLY+blo?&ikr%wF@CRVaB$ zD%BG;Yf}sCxGD)mS^gg*KWpUAL2+7q(o$LJyx5?h$swS#gDX)g!$xnULIt)`rXBn- z%HB}thg(njWVYXw8AvAyG1uT|=;5pnNljMm953&zW<9Acd$0~~K*1}Yy+22M+oB;r8Xg4X+57=_!Hdtetd*U0f3sB&NM_?;`7FmP19Z%M++y|P`8 zx3|m&H(K5wJR-_cZal9}v(lHHYmmM8E^7Nt2VT(sol+3f2B&xgG08Q3rRlIBlti3w z5k0&$tv%X5!`SC;zYbj>{wu@&c~Tq;Y_Mt}WC^~N?|(GE+ZjvFIr7Cc>rzJXR1l;w z!m1xhh~(R)S`ULMqaxkqnxm2*dyYls7U)P@c+a`4+0&-lif1PUSt_aak*^~;aL;bS zteuINewfnkA_5I=Hj-r%!mld`_ba#a)sbX0VPz}^wbAplon}JWoOpgKtfyaQTo5>p zs3Mv#lHh&fs>e@>g_8j=>`n70m-(jVH;d>}duCJ7xV8pr8?4eJuU2eDDfZ{4=V9`3 zjWlMQ2=R;3qB2e-EI7ccsr!NBhkvV}(Mjvc+{@+>5ibLIz z(hkq5tZ+B2FWz1X9R#oz*b>iQZM4$EdB!)*Cdf$GeaU%|vt_8NlI=2PDIr1YqYtN^ z6?;lY$0h*o<*-4l!xC-Xe-w-e{On?Lv_!dg9KzMK*W;J^`wJ}J8jGP0Lc@wpfssNq z&I*+CeJ-opKqu6dHfSFA+K(0%+FwyI?Ymlcs=6M4H0>(1b>%$R5EvCdSXfax8lTqR zH%DHJT@fsXDM0NV#GPQ?gwF2Dvz?g*P{5>M#7QCv)@Up|V+XC)71kvv{UU@QSVX(cS6sD!UoUnW;%`^!=vk62>uo0&c zj(3EpQaDsV9?v_W&z!mHOsySBiJHfjKaRS7(#;N}z}T3)p%CL*AOTC+%ec!BJ?e9D zgRAzH1fWC5Ef;G%$<8yrlooJu+4`Ukxn)+oqylKJr*6%d9@p=}K;K}@cFdQEL(kBKe5%GD1bs=iL^Sm{@skQeoH*s_*%b%s zhPL6QpDLiB0$LVQ+y!VeI^T*V4|;T$Zd%+$JD3Fj!a@ zHx`q>x-R%yaEsv0WNmE=1{W)OrfPe0$w8%~Se7tcGi`-BHF+^{P0@jqk)723_e87M zj5Tstm)B2zIB%y{dRc71S`ZIZY}XmCk>WNxWWFUrVGY;L90U}5WYBDmiPyC7 zbLr(i9Fsh82Df2p`EtqN<ev5Uu zZ`oIY@`nTofiXb`etO||2bT#%Zpfl8grgM$4gdvvog6H-km_Za^?zAbE6_OEk#=}m z1K63KWKIrp3?gkT24MN+>Qu*!jEtlS?(8uL2*fOQ#KyW$DR9-w0JqI`<~3%!UUqp$ zmp`04Eu;cht_%&qwyHj?a7>-){VXj+g?nFGI;1o(AfU*oBZiC+o98gq7b zc5`!clGCYCtWGNs6-NsUq-Te%$|vQ@ttTPUlg_@v06a4!i%oB;VV2uNMhTA|CHc9W z7p`5L$e)WH8zHKp0p!}r|66qU)PYI{Slrj~@Q`8bRdjT_#b^x@(R$$eqL`GPykS%b zo=#w~#dJV9;u0UJ&8JX^xi_4b^8GQ~t|EKk&_7#~iNKfUasOk=!^4B5^{}w8`1`#$ z+!*!KBc8MXsPW^AuqJMvK+$eH@QLz+uXsawZCIa4{M$UJW!sEqWJ2k#Wqhn4Wna6? z?%UIF>7-8>A*4A-gW{>D>Eol(#fdGr+J{b$G+pLwE5r|HnUu!NZ<3qQzyhIU7=iT) zppAD+^Kb6;MOLD8p6!u5HcUHc1p^|S+$4`4@=wkd_+{f0F{QA7@_txVWYnuVPIy_C zNNxi1R_E=23vt7#G+}oq4S|j99Kb^8RZ*=d*O{C}`A&XfGdOM4qd8i@rOuF9Be#nU z#lABlR$!v6pnz2OP8h^!O3Z;}2$#C^3dCIWs`UQ&F7cwnr`~PUF)_ffQypaqt&mnH zA=;Qu*W!aGmNU5LaBq;@^On$djz5MBADQCY1qv^*Q%t78pvM+i48)rY51|_8nTuqZ z|BfY+V|`)HN+oLC{mE>&`_gc*iu*?dtJ{WrG3l8TU4o!h{vAB^5phM&+e~7J158&0 zpp)719WjlKeowM+0ad%SU30|nm}(6f;}6$d_5?PVh%#pE}Ct`!32h7<_CV~_`s_DmZpDTP5 zv6seeF9Afd%D#X04Jp|2%W;7p?L3F+W}|(V`&RQ2p1)He+n-1MEXVktIUd0rrZupr zA8t>{glPfff>U~IkWpiA-`TZ$uOI1Ey8W8u-M(wS?EdmD$alx~pGCgFVpz<)JXGTQ z@OVibi~)fy84Di5cd?_Zje-kCvezY&Yk#?|`{M`qFiGWK^M777hgVg&bu*kSzN#Sp zIff*d;Zh8Fe-$#8@HZ*=mn#;w!D7g3@9-ic(f2ypiHMcRc`)_B?i3lnNJQ0G@Q@%5=R?yaX?FrU37+sHo@~ zF0OOtL~x<&U2PX?K5Ojy^R?q1*w5YjMrUW6sy*_$x->w*XA}@9TfsR!g(VmP{oBYr z9LUemE20c?D~K}*3dU}1Y#8dr^dYY&ez_e>D3yrgwLpZFsi|qXT5v(Zf43M^iA+OZ#;)C z5L4)hIL;}(4<<&y>XWxF<>X>a`0xSA7={O^sYM*=?%s_^N}|HRrMhjsS#KY{S3 zk+0h_WzrdUw+86(%Nn)JM7dmjRi&j)ur)__VuvBu&s-0MWA!*}Dl+OVOgE9#f=dum zX_Oqny1b&o8-!9~YH(>PB*0W?ms#Ge4-B}UEHX3%DnFM_B-d@UXS{c^7^|ff2xH=b z5s3xtZ~M|b&Iy1OQtjnM(s}4Fe@Pohx&iAfZqmu2zmJvUy{87g-^{;E&@veC>=}|S z##rC_`b#VH>Br-)Sda8)wlNaH>b(G^T~JYOU-+(zzQ#^rX<0NbF-4|Dc#y3yEA zfvdC%>A_f~44}GFZkm<`{GWe3E-R6oQr4x(rOD#97x`xgg#07=%`TVU1|lelBexE| zR;3fAgubbNtmZD6e*`LeExm!kO#;Kq!&D1ulD~54atpx&Ucu1?|9AP*<&q)Dk3aa$@(n79G&v0qWGupvsR>(Sx8qH*N zKnO8s_IESq^3l#C%naYTO<5xF`@q%3C z;5&twIB|OPzLj=*!{c}AzT~RN7Bh&(@O$oPkj0C+@u;Y%K)eafOI_d8a=P74H%5yq zH;Ov0VPT~~s1GpfC+(J$d^F5pN!pfSo(!EW21TL!3bzeuzE zAK>abm+h&Ag@qkxz#=Zwap>ZQZk7O+r(dF0d5ix~nwUmAN9!!N$*+to(lAQln_#YN+hL;NJJPIc8j1H6=ht-VGL zZAza29nSdjg``Y4Sqah^pkJ}0%zshN{3~8NO;sQJ7DN_I~JYfa-XPN zqJKfl6-LQ$diW8+|5JY~r}8FvxVNdnW8BKH0TcN%hX;C(C-#H6?V%Ia7i;qJW3hSQ z-2fUA^|wkRmv_!lWVGH#5_$%jjEmJqPK=?Q2&yFD#Y(;3QLc)3yw58&SrPFF$SXFf z*b|`)XoS4g46^S+bd{b3VsQp>F=GX(98uVNl8Q#eN zFoD#)f3*i6d;b63-UjJtcR`K3J!G?7U*-*`wSmvjml*rRvM+HshX+j{v09_#~pZ2ac3Enr%(_NmJ&`yUovsRAs z2}5?BssSLk$411&7z6FB5fSY{s*%43{gKFJLwHNxnx|783e~qU=-=aoTek!Pbi6^o z5eiH+il0A!V(3G&+j3Id_C#erG%p84eE6VmIac!16&h`DU=bM^85Q5W!jrAm6LG2Fj9d3(q-wC!XI%Rt8|!BSi2beP!mL+>h*#Ax{P<&E*ve+SD@ zZ1X(+4VD5Bt7!L{sBMwdRcPK@SYCb#y*4hv6gRLGWJ^HD?3i#QN5n_X0^`2KT7M5Vk!Lmn490Nr12Sk)hZAlk zH1bIPt-UPa_16|Sl_D-%p$240B2K{%Xx!d{S?VTa)F971)JiGYumtU z$}1@upPwFwQi~3)^(}}UTlV}HAQxjwKOjx9?_+=KETcklz=Z7LOth){3`Mjp_I^0_ z?=Bl7jbN5n!AK#ig;zg8+p*f&r&4&p>^!&J)wC8knPpaZP| zxT~Vn*ydTvx|sREoxl6*ZBTkfF&!;p1m2?9pI+%uDq#Xi$+MFx`ly3yZXux&j#~N| z#D9}|Fs2X^5u8cUbosn(|C4F4_a;Cu;Q1uov_o%OPD z>vXMhYxw0gI8Ei4ZT|K>lPb`7%jvpW?u{!*W^h3PH+qC>)UpVzr1xoVgUU@59IIk= z1NLK`m9o!;(G74F!;tqD49%tC0LJK#uR7IbfcY7a1sMEUAMODHuR~G&m{|4iX~fM3!)N%lYllqwEE9_C_C>Zw zi`%}c<;3hB&4*Kh(EP}r-*l+fw{~#VTf)P{U_!xq+(q7BU@%5mVJB8MLUH~MG zC%g_P)z7Z!&Vnmyh26fiV!pf3pHIF%oG<8owy%NU#(sIUGb;xaSgdfaxUrKz{mPey z4tU$S*|p2-(0$BLA!u!h6cuS&)N`M!9F0Nav;{U9_otEFRG;(8Uo~zH40Lo26?4IC zq0nCHQDL~f(C%d2m+|gO(mua&Cs_~amcRBHua}5_M3KY3$OUwe$vHZfKzZ7f&uVPI z6+Ch%9D!Sf`SyIfQ+H2~pswpIdb(z@vD}jGh|^lHUAx8&iKn^e@1M-p-+vjCt&Kyq1b_W#BM#}-cX2P#o&V>* qws`bkxxC9<`+xi&G1e}w6jAbCeBu3R4*$ys%0pQtnY{b@Z~hnTO@T!K diff --git a/_images/6eb79584cd873edf24ed19e2fa2f12a7f2fa76b0e9ed43fd3dc8c02e2e5a683f.png b/_images/6eb79584cd873edf24ed19e2fa2f12a7f2fa76b0e9ed43fd3dc8c02e2e5a683f.png new file mode 100644 index 0000000000000000000000000000000000000000..8e9165368d404e8c89011758bf7509fd9058799e GIT binary patch literal 12467 zcmcI~2Ut_t)^<=48{pVb5U>CW2#7T4*igEF^b#8a(xi8=V?&gxNR=ifgdVA}j3B+& zP(*47p(m6O_}0<6-nnoNvgNv>8<$Z1zPR`a2_F}@) z!lFm^S-H5}aF!7fvHS4>VFxEmk>))U`{5!RZ=5r7Mxj_QA^$SGQB1K$p^olTIep@S zM-;io-{rzkbj7sRG12You5CH6c;dkNZ71$3-P(DIa&dp;zKUR78^*?qQtYSQg7Wli zpK%*EoX!){G25`4(L~h5FkXJw;(oQP@C~1XcwdwFmXAKzTHl z+xPO-peMeraKtN?)-Bsd+fXwiH(#gz%)%%f*0$vrTXzQde(UrCd{f@P4F8?5)enWb zsl5Sq$*K=}81v3DGc(J0&AlmdpUjMl+gDr-zgBzEC|ol}E_HO& zijhf59)D`V`q##UvpYFBY~1&tP+yLPhK2F-@g-N%@5U;-O!k@uyHA-4N7S~$ZHA{j zDDa>jY&?y%U2QZ-T$0cHf&?i$Xm)`Pb|G{_#(3 zQ?ui_^#X?ve|Fe&^y0fSK}Mxs`Rljrj?2nA%FHEaNNUH<6C8}fhwGx#-@G~ON^Ck) zSy?F{ENow04ZFbkfGnmc)#sBdARypVeU{s|xuLhzJ1jgrIWJG# zcZrx%rm&e!xaI4o$N4Tq9dbwZDYIfXJyq35n$a>lA0S)Arfn{4*E42D;QgF)q&kz$ zpW11eZ{H&WSHv38C-JL(t!-^%rSrYB`8{4F47-fWn{Z(>f$E$coSYc+@>e#mnaV@F zDy^-pj~+Z|c(hYc-0|zL%Jn7&1}Q~FGJVue^gT>w=5T-p1Imim(^KbKa!bQLMkclD zaFsoKFz$Xq6$fzy-^zIhf~DW1$B%cyRm*&7*JlPR1%!m`avUyQiVqG6p?B%%=v*)~ zJgg$)vydeqC`ey=+hZTNSGuV^MYOZC)2XCof7pk4C9$OB&{lgd67%lK$9MM>!o&Tv&M5ewk*6oh%xTv~d{-luAo{ zxO?}WJ*jDF0{8;>azIhnT%A0el*fJSwVMS_YH7rD4(0LMmQg zA086-nzN!Wwd30srU$}eW3gHai>KkHAv}zXjMn8(_84bfytQrHwjFG2Dbmivhh=1p zt*x!y%=l2K1%FXdY7NyV0@I&TQeqmyr_nS$P~qC++Dj`)80ci#3BU7#pX3 z`QjX+o1h%nl%|(1?oG9=jg(N^xN)N~&OUlQGy5P(%z0QHPNIOAnC>CXs0KS+PcppD z!$*!B`O*$W*u`yvA4w^_J~6)zYL}Yu(Wf4EP-)*Ue~uV`t8o9zI{z;}p44+UHY#fG zZ=0$?EgX0%yJN==m-ol~mOaq10o;BIx9O>=sSIz|z~gFq7UsF8y9WwxzwFKsoM+Q6 zJTyEkASycjn%?U>Zx*fK+lBL8UT|dIbL{kdk9#Z{-_mlSbaD7qnO#bAXA$FC)K;Z` zuSPe6R>w|-SzTS-gvyXZHj6Vun^;-#R()LZUWbnzYr@&~mKYhJeJPCn6-1XMN^y%P z)HJrLx}K4{vN%R2Y)_ovCGUlo3cf| znxDj4HzyO}II+oVnVChyS?ybcQu01;>La`mrH2*?3+>R=vb;#L!!9rTkUMkF7Q2zJ zPiM=zPqd`O`lXeW$l@h+jF z!D-zTO+COK>SUjPqhA0Erw-naKKGu9+iJWcJCK^1o~{ckcOVQ*AC{EV2c&Q+G_A!S zhBu>R9y70R;9DxSFgQF@qjd$IuG@Z|w-0YuOwRY7x95~~Q~!9MS@+zz2PaRS%(Ej% z3YnJ}?%%&Z4U2V{>FDY*9vT@DOxUwJLZgz?W8}Tl1`o{M(M-`5j;MBEK*g1Q{`~Ce z-f6!s(&t}p*N5eh3)(xfujpO4FxXCQj$OI1cKw!yW-Y~@K_LMZV`wa6V`Fn)?y#EA zxK>qHyTXw;bLNbhV=W5R!OK@({H3aMmmktHPuy9*nD0vN(rY*O#$e^;<;_aH=k?v( z3eb4i@1&$8VwVk;VuMXhZFH`ePw}2CH2|QI@tBIcRu`4Ju;7uDn3zXqWPtt{Z{}04 zrK_r@wsY^ezvaYZk+KHpQi&R`B+VN7`fpgRuF#DOosu-8j>kh|1~f2>RP3h0u>^9nZqhm;4gq9ykv6#8lmv3~OL@4Jtd?VmB*TwzjMB@={ywQ12j@ z3*ELY@yl%Q&|VgPh29vi2EXqYP=AtV`%-G^T(7HrCXVyk=ImnV>RqbJ_d|ofmbUKX z)|$G75RHb^Prq*U`VvGi|2Mkx9lZV>FO0G;-@ASL_HsC|2)shLh4n;t;iE^7bRvY! zLZhNGzJC2GnF-yoV4oS|9*~%Vl3dKx||ryGD$hQFVlffrrNeFO7+jksrZ_)2B}_ zP>sTq&OF{_O&#xyJbLN&w(Z*~Z6*#xXfc4~W*p{>DAed-TUN#96s>lopF~A8vXxK3*O&S{;oc37Wg+et* zce4A<%+BUp)^k}{T1ut+!>OW_b2yA@`7ed6Oa&;uiH|=4{X}PRb@j9ZGEKvo3w~v7=BZOH&_NDP!r_w9HJ+ zr@46L_PgnsMXG(Y-uVkUItNr9J$Vw!qo=3GFCb9Wj!jEbJr%%WHzNmyu9-5sDHG1U z%Z`HD}@W?g`)-z?+k=m-~U2^TW)`K|BA zCnhFJ79-o_*daOFTJivbueqITK%l8Hp(SWhu-@?{*FK4wq^?`S7CH+K6W z&C#R?^QH*2U+P&d&(py^ecSUczF))3!*dvjh4XNYwu?(%Q&ZC#FJBZY&i8sde$4zI zy&LUM&*$=;)7I117m$-P{TRU7P9+m0ZhTQf$G#M^Oe-kRfBEvIjN{k4_QhmLyN;~* z&ib7I7j;4i@tio&#qo^_V#da<7n%xxr|%8jzzgvs(BJnx`vdF$+dbUs!uRIM?7{~k z;vM76OrnBsqUe1ZL)@med+l{Ompeh270S&d2?qDhRr)4PD4u6-7mxax8k^0S_%K>~)J1+kn)$5-sHU{-i_? z2iH#(+kF}e5kv@l^l<-Nob%TLw!bSW{(uE#K7|Owy%!K52=4;aLsy}5$~O{Wc;dtf zKeg-EuX7jxL6Ujo_KTkzxhtu=+mx4&&pZ!(;>0arfr%IsTv}Gv`RwfMBA{qv(x zo<;Spq?8m|SF~ozfrAHMnVo{h2~Ej|z!j9zS+NFn^XVt*%UEJ_ip}!Ew5q12{d9Jp z&um~_lym|xkA-};9Xs9_V9m$+@c3knSIGkvLFhTTe{%kUPx-+3p1yCJ3ITE|?@c`{ zD@)6H>JQ=v!~~fwN=H{0!61Yvdrg00%ZH8|$RVW(6{-<)=yx~ogcoeuyxC@YT3TAVs=nR;_NH$die!#H|K!@oOP)fyDX(^?`AT%%R+_|%i z%&QhYI!A0?nhx^M0M*(zGgB?177U^SC=`|(5V>f&oFnY{^Z5Rc0VJ$HU9f%*+MbFI zLdAN{%x{c-t!$>T8@C8k|Pt;OpbR-mThb`A}x z_%5BhQtr|2>FH*$?u!qUx)txx&^H14rN`dtS+b_Z`VCeNP^%59j~>@E#^#QZl7hE+ zk1;eHhpNsCzPpZpp~PR0^LzJ3i9dy&j^W``HZG{)@Zg!0k!mNf#L>T%^{D!>V~L?V zCNY@{9=BN=xL~<)VMzPFNqzE@{{1)j$)A}FT^b8e-rDESKf6}*!m-gW-2mHmlVRu5`$|BO8#ygBbVsy|YZ^vm z?Yo@YFE1S(}oxmJw_YGdS0w)3f38gMI?a2h;^jxBF#ZLJ)bUJyd9`2(&q zSaB5GkNr((0IbxGp^c1EA3WHAFMu!5&A#h#tt&aXxkGNnzG}9%wrax20}Cs#`P8Lh zBUDw#Q<;=T+P+SSSyb)tUFZ)mSpHyPVS$L}IV!Q!IXO8O%*@Cp057%} zrlT6)x&~hPn<&weN6FxJ1;j%4<2`gpaR2@jA|+F|%a+E{tG)Vrirq=T@!2J9Uw~xT zv2ELHJ3@i=^w&=atoZuU87odJE2pKURber}BY>8d(Jcv)W6ir$n)xHDhj6G3Q7?8| zcOG;2^1Ou9ZR#M4$}50-xsuw5@B*3ufaWGwS0;=4?{kRTcOSvwO;>Omz~eoxcdg)bw;FATH_o$q&cpv*iBRRY=lRmy0=eXk0gTxd z{YrrRQ9f)Iv8s=eXBW46#zXwXhQ6Sw`BXpCH1+M<Xm6zR>1smaO89Fn$K^uhzsA{FvH zhDYEdOS7@78Q|LKzLK=lfiuqKIrxkG)VsB1q4{oPWBRP(YHr!e5=oN32qQYX7Nu0t z+&w?}EIj78fPgAEn~~zy!EO`Xsqv=*%o|3S6c=t~77j;-$AG+ztIa>YyiCR6TVeg~ zjf8XUrp|#Z+zLKt?m;KYy9aMNfXnNR&=|n&h7AP&Uhoh8FX_~uq0;{YSu^=qAIz&3 z`r^gmh-zNYCW(nWrK>A64J!U8hRChAdtsj$?shDG6%`e&0x&#z^7fJHrm8SOL{5-< ziVa}jXBp{ze{GDoeQVx3U=3i74dCd@v-LLM7%nXg1aUAc%6rXC5$fve+kp=Go>*{{ zi3Z+nOTP`xFreK&W-%3uHSqH*yKZ9>78=@;ab;#^2HeoopsHK3r9cx(y(l^$QzY!V z#5ooHmS2y6jSx~XFl_?7aO5hfCWr?xnxCIvB}Fq@2g)K3P6qSd<5R&EXH1a(8qFA`;A;#b z9<)eXq=d~JkTV-XfnCHFrN7~G2q8Yl)*IhSiWWTCSI|e@#LTSc<5O~O-2=Mb;=L9tq=X}48kHcA%IYjtazsSzczI^Qx zd#)GdI&c6YI4vcEi~n>i^7S7glqi?-GBzXQ2*Tgm(f*}~x38D3k5DiUDf>_!;F;;} zlf6}SbyQhl5fLruU5MVHciCLOKG*GBPwe%c)Vq2$5pj$_lL#m%n8S866br)v@&iHn zlv6f&Zq5bFl+R>0K~Yg{xN1wZdoTYt9JrCSI@rR7_K6QtSULw~T=d0N1=8~Ad#gE*;rjlhhS1C zY~0Q_3c#+xHQ-cuL0h}uq-=Rc4Nw1RI?~#Pa8Q|>TV>J9G2Ro?1izKVk^HNb+kBU& zD~iBK<&ft)eE1wR+rWw3BWhq8HjQ`YB7mdPWa3bo1l$2MlqRSJ+qt)pgutO*ERg4_ zA2MYD-i7L_6;lKSf~X2RJ4|qJaOAiF_^x2bgP%yfZS)%Sb9zpW4sg3NNgM(5{NP#8 zV_B8X*DNio$!@gpj*gDDLa4)r37}ix^R!@0q@<%Y<*6N4jEmhc>sj`8SoN*YX{11@ z-iFwfxkL1RR{!&-PTf%sWKWuzaZ=GiJQ4l_2R=-`g|+sTmH*Dw$Zu)|Wlk+`BbWzE zHH;H*TCjZM+-rf!>Ms%QA;EqVmb`rJ9&)i)_C+dSCV_{yV$uG^MP|rFMug@8D|75n znBC6Ko(AS1Gq(a_$+922`oP?CDC`=icdMQO(YucpqpGUPQ#pU+yq;bd8V?+XFLpZ| zwQJe(%Td_)`1h0j1CJ3{)z*Ig`t@rbl|OnNj*TM^;I&KJmXblhAV^3AbZZ9(JO6sC zz|I{ztOm*hgA<{wDHA;=u!!Kq|LA$lhg=l9R?~2sadYUiXK}wViN?l8@H2Bs#{lYO zFWW3gyN$nSYHrrk*4_^<2M()U_giiEUe6SsRM123-;eO6KsUFMUm8sS7wdwD$6Ev% zfk)BgxyAo9$uOO=fX8^Jej?n$$c?SB*F%o0u*Y7{z@U1_snZP3jMe?&GJjmLB^U;% zu5JHtL=(ay)J$+*?I@JkR=-it?;>FFWwFiGVmaD54{ivIoPvB>~ zJm=nz(24GlRC$09Lak%zXHtIj@OikT zV)sc_)QkK7e-+P9xCO+jxlo?qVpI(|RSr2JeH4i=L+BCUOn@h021*114Fe~q9AHw! z_L2SoZhg>AeZi5DU2PFaC)!~0QA=I@2_nkDsrQ9slU?lE6F&79ach}a#Jlj&XOIx9 z4Pyd+X zmxfa;z)M4V(}_(i;Sdo08wUK;?+ysju&o~Z^x*a*InFuM;=szYDdSZ8huV2*LF z?UkKuG$w8p5OBNAVIzKlAZ^6P%4({Z(Y5T~&6OA|yd+JswY++7D!f7a6P z>i{`@BkE>&mg_KLB|%0P|8%c3Ak_iTe+VrB#T1Uv5h@KTC@oRa&U1)QeV@Y~ z$(td|*3;EJsDcg&;5Qr*NBb+sl_r>KCGXeX5W! zxNwLOHG14OdhsujXr>eBw9C?*HGQE%kt$nX;yF79;|Eng3u4NmG%b~|7_sWl&vbN3 za7AASHY$Ac=$K*%2e}}Ri5nmuWtD^Gxb6oE{Ws$e|3|*ZPf*}zSGQ$WR0}_%4Z;iN zJKztT_qi3?Bzo>eYr28WyPFJP^fiO2m+wdS!qfjOJt-*J0zK^(@RQ4zFNcPNBp|9h zL`$LZh3FOJO+joC*SPX`{1bum5fF=XWrH?8Qv7%!6I@TkhSyP6E@z}o{JjZ`Ypq|V zJqF#1^~}tKBC1C zKAodjtN(~;ztMFBF^XJCd@0ST6nKS4>R2ct*iq48#-;i9TY*{ zl?oO}1~qh()f+*p?`mNGolUZ4X$i3J#>sKved6L5rl+Ta6Tv-%+nIR{g&81W%!$6w zpU**xvY3xVDM$*nYHI?l5FHCjS<>iEGcmN8Skj~hyqohT%*`Mbe%{Q?EP)0m0I{a= z1+}lFXfeOQ?1?TY12lI~MFK>$;){E=_xojVWV z^>EG01V}+an{~Rr3{EVO;}_GtZuRW;og|CuL}i5rw5V;9A2nv@&0+ZwWt4bVbQ|>ICnAVJ~N15RXZq z7Wr|6p23xUB%SHcO8+u17N;+Z{oZxKog0L%OD=i4^$O?iC(aj-*4=u4oJrZ_X|9El zjOR?^>x6`zd%NdCkQtVowXWvrF`=*62KK70`On7W8T;}w*`+q1Ad&CmzP%{loet{JRW=8@gyX((B(p-G*j$Lrj=LdR`Eyl!AV17nL0~O1)mNi z-E@U47qOH#sAqE;s#O$bX4bJog6aw`nF+V=+;i83sY~f`aql2oMgR7@4tRP2=obvG z&yRqNi6K=c2mvkf#Jj#!$%a!%?I!hdvri}!#goRt8TmHt=6S0CH5p)}b}cQ|``i1% z0A1Up-@I&f{|!U%0j+Y`H!5OA!%gh7leJf1EUfaCSe`?rgg{t;ep!TXeVR9GYchLx%4nQLHgCJcuSBsu~&E zFf!|=Ugu5Gifx0i2+qg2&1M!BePGGZ5;^3Pv$7hncpmtmcqg}cgjm}M4UAit;hH@_ zYZEY4<5R-!QT~*4bSh+YFn_q=^h?g(p(o&WE?a_jhwOle34~@nmRy-BH(C7VE-4iM< z=<7>%;h{;?j*V{-w#=xXhjcJeUr}D*wAO#(B^B4%9*=}x<4XEBT0?9g2 zadlQv0wM{h40BkQ7pQnwcnAQ0k*(hs#40y+b7f^7PlDOB5DTLvC>lz~l^|=t(p!f+ zcWacgdC76n2e?-Gegy_xt3bR z)x;LCwp!8+M34r6q~fseSj!ksWwi+5{Ng;#B&Zd{>t7-Ft!Q{t#~X_$%hK`7Ln0uk z%X*UfH;K+Rt9nt#`2#-2BU6IZ?^A-3Ug}q`UVXguk>pgqlmUso5%}Uu;G=_c+7WKy z<^iYR4ioDb%uW=I#CZGI0o(;AK6|#+7cx+w)@Z`69tN|z*b&I;%%IAk@X87hDGwrA z#&;?2^C_5sjswgTuJP~;I^_Att zuB=OUl%MSW<$;cD9-s~6SHQCqVa#DM97ztB-n06}!Qc2LB_*E?x$lmc9a*IHt(F0g z_vzOOUK#OUIjgO$y)KpyDU#V*DYkV{xwo3XT8f$k3QgX#qaMz`1z0DP(rk?}%>J+h z^f#lXM*SP~0RI+(OadJ8&r3rh{zTF@7=mCW+uU!_f;3yNh=YWn;%v{W)TArXAt6^l zYZya+MPgZ>YH%6IMR!@^lLmYg6v(Y|u<6i_)4k^>+VIQOctf<$^gRlgjxga%$=P+p z@M1f!%Le$6=j^Z%@JC#)=LjbWv`!l+lne-yjT9FvwZ`F!{ezVuZ7|Af2u-Gj4)$31q3(@^cNR%2q5D$5vW&wTxo@R|+XGqcyEP|8&?LPm6Y?Q`$}9_X#wSh#weljZScUM!&Ec>} z#N&`(|K2;>Z7Eu$kWDi^75}-1kAUY&X|O$h{&9Ntw;uXd~NRF_+Qvg5u&WV=!<`0ca_( z4m=V5shbmKA(-la)&*g7;eR`P9o-Aj)~dj(EcVeMe54&3TiIGwf`TW)eLT+&4; z8{+*+VXOs7m?)EdXuylsyBoL9z3N*opJ+m@+uhG}Qxw2ElT~3s>7eqH^FV)LXo45c zle-aW4HzfycCUiELbw)`kM;aS54)U4Ru3;j76UxO(Q-&)UFSx%CB(%?p&lXKe#Zw5 z{^$pQY1e8Y91?aR;|;rnj1xgRLMyNS$8CR!@fzbt0=ZQRdNm2cd284-=yzU|rSs#$ z%t|*M37eHt49=gAgQ+XxJbtwl#LewHcPLOF=KgdN8nG;ktJiM5_?=N4g>31cT;wMl e<3H{0GB=T{H2IWWt}6U8O682^>CBTCZ~qUeG|2h@ literal 0 HcmV?d00001 diff --git a/_images/729dfe3171a20031ea23a8d2a0463e001a80256f6a34a07f5b25cfe0ba7f4c4f.png b/_images/729dfe3171a20031ea23a8d2a0463e001a80256f6a34a07f5b25cfe0ba7f4c4f.png deleted file mode 100644 index 1b8ff8fdc1cc00c36df00ae9e289362addeb22b7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 66799 zcmb@uWmHw&7d}cz=b@22hwhZl!vPK{UD74pjfCVuq(SKh=@66_q*0I->Fx$;fxCU* z_jm9A%l&Z2xQ=m#jKkh*uQm5tb3XH#&m=}eT@eraDK-)k5}pzqriFxr0zpDT&cQ?n zzTxSjAP4>v^^!O6(ss4=^0n}=K~l5ua&vO^aiA_J-BXGI%q^`?|csqG08MEVSQnwuzDm&nAa}NyU*V*mxPC| z22$HI)O;F(443X&n}sq|ZJEL6KU{-H&!rNEcD=-s;EY5uFo-?!Fjo-L-=C7;>c+){ z|9(AT2?qmT09O?EB|`uHj*&tfYL2m?+snHzc#2*mYD@ZSf$D#*_d#itS5nK{k0n}))024FDQf72au zkK(Z>h^rlzs93Mvf$8JSDgFypN0<42o>qR6CwUqSLa8Da=2DOVsh z*W3Th-uPq!g#6!>i)|9)G3ozzdpHRs^nVxO@(ZH=XCbBU`Bd z6g5N_*5RA~U86#eokT41{Qvp&E&}O43r+CD6`%aKC6eFCVuNJ@%n!s6M~M9&>-awx%gW^~dC3f8=dieTOXn}~k1t32-@LZ^ zSKY|zmY@Q6S3Pr|PHwhGJdL^jXAME&&CR3H4pGS5*++i)_D0$NnXd(OF4xt@0Kq2V zOP!3e(*mFUIUf~p`o+shhU4z;u9_(rW76jHY?GVmpM!Hx5s461gn6mIiOo9lGfHG8 zg@pV$#qeG7X9;<{7w&wxdFakb-b?$6xHvc~Fj0oSk`mi{$CZ&(CkcfByHO$y;(_5V4Uh#Df2Jj?-dm z+NfhX&ONX+t4~H3Av9uMb~QaI{|tJQC<| zN%Ozm=3;H9p!nbZ%%oC7L`1QN*!*{!QbPe&5(0Cx*6TmFB}kP?SZ|Qp$*=gIziU{n zWPr#C{Ofg|((EF3{`_MigBw~NR0!yko%CxqNR0fX5a9r!e_qWkSvzmozk@+h1% zia_+N5>XTqo~G7S&{TGc4e3VN&Y>qIB>`i-eM=^hOdRSwZ~lY&`Z(mpEwD+4V$>Z$ zkhO1J)mTQp2QG-!%z0(>LRY%lfZh5McqV<$#3-_uwbDqrN`gePPPKuNZ@|=j}^+I zE_Rdg2oi|DKbJ2(3rZ%TJr@lR6EKSyza&>C=!RNKOrA?Kaww++Cg`-qXE9k6;v9Z* z;`T?C8OZ|&+vwVEPNa}w%|5>UACt$i!7dM8dyYm*KUOW@O}q0w@4!bkD7eMT@*8#* z5%h#&gHnciFDq-A@eKT@b-98>oT*MDYAYOC))V23EJFRcTzIRK&n-?ZuTOezJIqKS zj*)z)YGt(DWC_|FXgrbd`GS`-HH=8Ik&#?Mtj<(?Y${tZfD3q6$QKEBs5onCYz#iu zACN!&=_KIi3kwUQ=T!AKHXbIB{?m1{oi_@c`2D6wy?(3=29)MC=a0RCla?fqxgkd2 zrH?3CVS}n4bb?-@1`zTNStNg!#g5r)PqtH0;1iFG}ho;Cf`g4oRT*o-p9mVkFvd*0EuOo(ZNn zr<-dopzpoOZiX^~WkWbCD}}&oG3=gz6H!tbH-Iv7#l6?u3tspf5_11pQ!k2Ur;sVX zf?D7+HOLb-t#b6Xde zd)w;NGahV&IsBmB{wRe@hhO_;?)M#V5P+BdYzz)%97!af&;av0OtISH z()|bteI2Gv;DUhU<@dl1jLAP`7_gG2dZI4|tVV3be2rLIfP?9f)t`@WTQ(j%u}n`)Dd{)qL4s4(r7&YXP(^DuRt>a&#nA)Yo~$XulomJECIaSa)5SH)*@xDM~2& ztz8*SVPZv4kl_Uu6%r6g0etLq&|~#mVm(AebaaZ-Cw`P2Vwy#}`TN_+=af^O(tpuG zzSk`tCMJ^kdVky(SG#HUUtdgi&vqC9AN-b9GBcLvOZx8Qhd?vUJ9l!D>tKls`Tw>x zBbYzGIh{N-FchTGnb=Sek9a1Ljk1!@XErWp*UwuU)h#sEd=XJy<-niuD|peHH%Kfy zz@fAWIv`LBcGl(Ysg1rK}dIuS~yj07>ffI+JD@&@1>RTKAN&bc}aSAH{x(%sA)O) z#g((YcDDl&Wd8HlH>7p8c7o41eN=j;tQW^Rx ze|hdxw%1mM_k27(5bZdUz~ICz6?J0!rM{P5qS z!SXZ?44e9sh)0G)jxvM1{BR<-*rcr&%@qO|JhG&mn;+c3<~9q-_t@+9}9ja zyt#Em8s5%T=`EB$85S_-|0;gm<-h&LugS1^>RiDAy0c(tx_T@*2Urs`6Tx9ppnl`lg1W~R1;cwHR8zS4AB`Tt5 zI}NWy*`grNE-W8jZ60q7nG5x-C-ihjzRA45_syPfN~!U7uEMJ~%4<4N<%0G)3NVg? z%AfnMwbK91JODQd?58Ip$1Acynn4k8dnK&7LmO*rMl8L`hs^nBPymz9(t2plK>-VL z!SFY>8;E{s>M6Xd?+-DVZP6Z@#l#H7A~ya$Do)VqyNyh5F-$>3MD&Uyl!2`JR1;zS z6uV)X9d_X3`*o6Jkow;zJ^^c`CWnoO4Aw>y4ifkKW{oI>jg(5)j)TTaZ?NHt8zLe--@3dk<8J(BEIDCI9hv=PQhD{}^`cRQVSbkS!zzb?Z!YeC-@1MAnY9eNP{`NulcO{6YGN79x`9p^{*h_swuDSo3ssnc?i(U82Pi{j*d*u%6-83|`e#(Au!wJj8UXS7a zo6Xs?J(Wci2Q;g1%;;Et#W}33@FQJm+0HkU#+P_(f5^;Yup9*K64Iz)gcitU1k9Lt zFS$ByM&OUYu;St25eTst%xzYRK}lJJO3H=OD=+zxrLdD)#UNdW+d12p3oPJ?)X%x6 zu=oGC?2@s5h7r-41co*6d)`i|MYqUOU!>FSi|!(Z!jX6OMRCXKcHp(2uV)O5nz-$t z#X*5VnyRXA_b-YW!(MMB5+Z$ep5F>`s8%rXgoU=pCQ>HU~_KF0=|seWGop@J78 z5ElJ0qtsHkmHOdBuy>cJ9|G*qR~V;3_49{7QuAr+@Mj-rJUCn2m#9>-lvD)rH(yQO zvRoANyRoqm%4ZQ=)ieWZ8NiKn(;ga4Gzf+0+4z&+w7zxr5hqPc6Okc@JVEy$JoYtH(Z_oDjXkht_lC0)6A7VHytqgX+~1VKv}#ib z%SS+zLT`!a1LuXHa&j>V2|)I>vTad8uB&@QYFhF)LzzP{!a{cyPK%?5HL7+47?#t> z@UqoK@lar0hK&kDM6`z8L6L(eXUF`4M%yYZtPXS9AmNIwou!cwi-2G|Nh-*Xw%POg zq}4UQ*}z^5!|k-MmC)T&PNsgju#ke0(;;>2?dMm&c*&6XFz^W}ClcNzc&vTQuDGNj4Fif`)oIRU9vw*5MwfKP#Fu7vcGhcmqU5$UCZ^7tBc;tZI{4mU*~cVV zmy3+Qu<-YfM7rQ>aNy;EMOP@YYOciWy`%yd0?dao`E#hyl3$i)Ar|@}iYWmYWk)nb zrQu^b&cN5u%n^h$yl`Yoh%^(}zQm9V zCB5lV4|&+%w*X|~$3Z65w>h;J$_{_?x%V>l27@GXa2}J^)Do5V9v9R4Gu$xi_`i+_ z=XwtzsDmhLpuZv^KL>aH$jNSc`Me_nF=E?e%`YnxnngJ77=u}m;Z$(z`*w&i68@r) z9TFx%zdZv{#HKxtiGe8+zZ*^<*gF@U35zdJRo7RgcXvpkR5L!?hkG;h9p0e}9S zg`NEkKxnky-o52he;$uurtj|gY7LQ-yy-?#3%+KAW%huuu(i|!{_+<}+VpR*0mr$v ze?bDVhsFRwgfZ+1Sc4phpINbbGO|2i5CuHDE}k0}G4}RFJX}}z9x8xC)^)Y4Z?@D_ zs})@mnFwVBLaFgfFhm3*U^~2WIzY!FCYDJlV9Oi)$M4EpSFtzs9RRxutaxv zLxp4U%4&8TJz!IGR;2+DMwICAFjgKOSARv={QEx0Kk-Pc*L@^~0RZ({TF?sKU?yf} zEvC2g-XMrSRH~376YELgYo`cm5Li%~aUro^M`y|ep`+8KtKYKt%M?8V_2uR9==9a1 z{`rU(F)-k->zW#@$}ooHv^05uWV)g&PGlewwMNv%{Mm!{0RT3Hk`J6UB&qixsn;xikWmv0uj*BRZ~`mbmjuf=1r6iT|h=fOdDf98{k2f zM^KCV;C|?Ntwbdd9_F_e!*YFvC!9E0P7K=I6bbxo-V=ofP|c%E3~#GUDvgC946Ccr zZ0tPSSugYYj@(Xs)$wN<6ETt5V2G(FC>J|j93l|QKQ%_O0%J5FcJ?}ldo+#UE`UsP zGt(DO8n$KnY^YPrSo%hq1T4s402q&!vzIUoq# zW0(DjfIXYPRb&wP=#?OCJ^~uosp(mjG`6ZIq@wzMc{qQw{)WSkn(6tISA>wg&xetb z3jzDp#+*9Q&Lq8KxPq~ShFQry3%YDNvoxP-If1}|UPxHZrpU-z792VFM3GUc!ym87 z=mN*i96JbS1IfU@bWt*els7SYBAz53UqxprK<guJnP1xN6LoGUZ58pYgu5URUUw_1~ts zv?X!hU+~tMOS2!Yy>HDzHKe5m1L*#;EP=2*oFVzMYuiRx3078YegO9eE)ZleF~7`8tq*ZzqM^$NGNC)MR2B&XdjqDDCJBftNqq zCv_`RN3&9&NCw`%sv3#(g2BKOq1L);2$;OQ|EPpsnpcDy$`s%M@N^^Knwl50Tx-8g z;!Hb`uIq|nF&I&ins}OViZB^j3G%zzo`#a+EUG;+u zKj+fVDYRsbRlc~-Ag2?x_r$=aVtpDdPm>4#%qNIT=(F^Tkll5lL2ZA2847N0(o`yoNB$_yZc?(Rq&(eq&e(Zj|`hok2| zaRtj6KEAr~U{+0+0e~2DO3d+>yBaoMeI5X%Qly-t5r{%)&*cOK6=5Qp4!9!`5zX9d z3W`7&{sTDR;atfqG!Fgb+QX15m(c-wY>@YS36xu@&W>D&1Yi-&K7VLnmIuAcO4#r` zJeb~iKQ&3I*|+=-HG}#aTY;4h>#>P&Dmgc;3_O&sl3?THX08YCo&?BDK27$DLLNj# z-y*jT473HrOtb8g0twcOEDEFXZXN|iM&3lgzq3zo@?|n;8CT&Tj6NJY+<+Ynwz6Em z0GW{4%kBs)PO~rV>I2Ipg5`v4+}yS+U9aQbdyYK;h>Y`@W_KqHsm?!VtsRD>ARAfP z)H3OZryn%Sp^Wv7sj}hd?sN7ZTBbfB#zC*2Mh-5tc(&}8W~Ga`Lomd>wcZ^s?A}nk zjmI2&k>0()2n0VEHNNSCI~5W+zA}WJvrg8sH@6^SLOE6?2J`aeC0-8#pPg#Y9EOml3dw`U6hX&Dr=tl2SR8$P{ z4{ollj=tQv%zW;3zC-APi3nxb-F6R~fG|k$aQ=X8+&HBu;Rvl92;Nal5lmeyy*uvh<_Rsa{G)~|ret=S9xjMj#C7+SZ(DH_Tq^Y5N z`b-Q`u_Mw_7zQMd0cN8q43;|WmObL&CZ?J|U#3~5I-*6w=Wy@&S^%B9avNi=NOqP; zQOF5&t^R&h=uGzDswJ&;{;m0}qtlyjO(ngwYT`#;;75Z-rnqzcBXdr|owBt>$LKN1 zAEc$39?IloPU=>Zs}i)2E*w0j{GnI+)aFMO;UsAs{sP~9TD~-;pUAZKMWxu`F^`i$ z3!kO?d?rM1YyvrAIkX@DMYK{EAc*=0t;@yt50+6;zPF#Jf*ghUzmPonP8>hFgSbXM zC+9)$Dm2l@)z!6XynmOf!{I>2q=P+USP#9)HffdF{sF|&w}_z-bgeI;uAAcyA40 z$5OzE_pr=sfTnFv?v zJdc0T8ib+lq!D(tmos?t@gH<{t{%VacH*~yVr8M<-hrsinMJx1=tBfB8dSW%?(+4J zCxO4h5C>aFu$v6EcCR5M?(_$i&ci|TsdJSwjSs&s)$4fu;elEoV`sfY@@VYQtVwkf zbvHy6%e1{%<-`>Do3$BVUdA&F{Y2Cx0Vr7H0&B$XyCX5AudjxZ6S~M27UqYNo|LOD zD}z+2S8e&L&f*iTL#|tur32FI*S#o7AkYRG$;s6_u3yN~a@&h`BcFh@MI)SW{7kO@ zZJ5;ygWDVZTa}lWYM~c&Y%}e->kg8arG>g!Nq=j3Xjzp*Pj9S`BIxM6B$q!No#)Z5 zgzVuaC$b{oVS_&iXE4?RI6{ir!p%Zo$WM$#JmKE?ReyQ!0AYIeX$xXm$WVv{aviE5 zi{*wD78YXG8Hiw4Nq9Vor*_w#2pymXVPpHrHy~3H6U4)XU(oC0`v&QE5OEG?i6!sb z)-reGXJfayGwAlCF&c$aF7qTIFSF`d7r%Ee)(?vmS3myo7`!YOx%f5oQtwEr0mCX~ zec{OX8~dTtbB+}^bu9ZE8|v>o49{v)Q4RYJMmX2ZeXxMna&5b=2}Swiclh!3+heov zl~llm$FjmIDpEt%R8un}5a}n!G2Z*Borm)rHUxrU;pHeEIqG%umD_hErQM|ZUCvEx zCDXcRQ&w2NuY5;`a4@@Y-_nSs*1qEeH`OJ6>Ke?a_f>?6n-(!>X&}i{Cf3vN`>=)x z`1Wi&;KNs&PL81OxZOngU+O(zFw`_+Oe(~XE?}@^zOE0GR?s6ZK?5DI-Q=s{5~!b<@08(aYAcYre=~ZcIa*A z&X(YCvWVNuU1>h&ZPNt&1?K@_!{D^aBE^0)xYUKeUT*Jv+s(uI0^9u^k1 zw>e4`UM%Z&!*V;>Bqb5&Uo2ybMsC*m#zjd}BORShJfD;F?5Ygg6GMmO>uTrfFSBo1 z_unjjQjYCQ>^!4gy9@9Y3kxHW&&e5SA!bQ7G*XVnr>PiaKI;Q%MkU<3hm6(WAOIQb>?g? z0^xJ+w-P$PCh@FXaAK#o3|#0AoxSYqO6jKtr33^S{C+|PUM{BRp|V7wui)rq;&}W_ zg2W>?dUUcTgkM5ywaoC%Ph>BZFG8Kv<>QM)y=P(QXlNi39TgV^VnQ|%;ue4Zu?}%+ zczAHJt``u;|_D82k0E~|EGaWn`PC~4 zAdG%`<@g54@S{NZOz`5!XC3*_2#gy~g=3MQB^!hW<(Lt8lr}o)_gJMUDfL}OL2RrV z2l{rOX@wqwZD~962|9>5B`y#3$Xr#nlYR9(ZtC#8-r$!2JN=MB4hz5Rz742(#{rOo zZ!1Pn29a826v@n&j4KLxh7CHTn3yEBAR!9tSw8k7m7g+orP|H@Ad$Bjv?O0 z8e`x<-mSwp+P7gjWtI8}bkuLx`hI6cZs*~ItP5j7A+={$RSjRIHS)Mn-AXm~I!f%d zz*;&wy-OW|7uy*4)GK)*4`3jxkN>ivBS@TNv`nhOz9>qqY+PHX5kuf`L(NPK^VNPR zQ9xOi9S9yCR$7Vk??kGzRL1_0+KyAXtb3+}Zi z%#&omw%Ks0NLye%0}=0+0*@vCegN&0P9<@gsYbumvdd-@jdI&wos6`LNQr=O!jZCd zx>o3iGa7*nnJfJ9>*y!4@=EJ5=zLct8Ckm~VvVRKRy{4=M*%*x92>i6^NXg>)!zc1 zpjDv86&m|#`W;-IRU*TVZxN2CWm4Ob-4db%i!|GUA@Ln-Y>C;bnwlUXY3Z{A zAE$nZr4gdDFwFgBg3aCKp-AX5flI!b6FvFw-z;stN>Ck=M63=LV(~RqF{i+%v3*dt zfs_S#%w}?a)OU8HuLX=W%dY_0%>K`6&$~LKUz@l4wcCIe#^IaEObomrUcp5je>nHh zL-yPEG`dvH4hQMhGK!D)CUNJ5ES=akROWXCi5=wcBydz72wHQH8C)jMVO14)@ALA^ zI_Tb(7Ry16TjC1zYpLXE1#bW@z#aMg~aXm4J`)QjdLZz_ntdLVN||*>@dAr zh3xg6EyVSmmF}IlEM7b&>uSb^H3R|~R8sG+_vY9fmD>OEMJVv);Xt-_bJ)yuU+nkn zc42o4-`|}&O33L_HB6@5>mFZg$2pLl}|HBtVk%YR}KyUf<-QmGIYn{z085L+e2mDec<&= zT54nDyLYUQ@$A~Q5REVID=OHPRaCG@spjliH0{bb&R=-JlvPM)(CHZ?awP+klae&A zsFPOACnR6dtzp^tiVU&U&{vjazwP!|di0bIInrD}ygsaM7xbs^AZky=AX_AtJru^C zoz2E8M$RK4(=ybJ>u?^}c0tm$9-etff-RFQgAyh~~$7#g)E5Yas4( z^&Po{>vvp5oJoy_ncqN$9Z&07+Uh03pYdueD*%F&s(l^3C`!!wir_bsSkd}&N3@$a zm-5+j^Lg|Fsp97Tx|j>>I?~fdzEeMgd}sMLk3*3ISgru`w{5}_Uyp;$lq)~IjFn!jZ$62ow%*fBLk6vKQGqwc{9 zQ^U5|0LO#~P+oO45Mp7u=kOLXKoH5NDa?EiYq7|i(7|LT7ijTd`U}XL@O=7&_`%Pq zg6}q5UXH&Lj4u~3goXVXk?>Q0?jliw^AJVJOM691vY~YsN0AA_Kok~2uGVC@LWis& zKZ$x#w|}qAY3BGl?wU%O1SOINHl&NJ^O!alOOxX}%oGl=CN(PUr7%Faulo0}js+PppPrmf^?u>>Kk-uVO(cy$5gdi{eN&a2=O2=q@F zy)s^OLNiW4-T+sRA}<-H(C0-!j(6~@;17_?Y+V>3Pk_FTUE{A@&d<^jbuTI=pwubC zo2SQvy`Xlb{bxr=va4=;-d$}5YF|S=K5o=zqS`NapOo|7NtSV&%8M@J_yB}Fbw zL$3H~K|wF_BR&p;*PI|aKK0H+E8x>vz)%~u_1k{W*)jazuC7e%f_1jzt1%Vq`qyP_ zP=P3@b0iR*Nwhnt;L&9oTMHuDGa-v3Z%YC*8usX4#BZJdoDNrN{Dxgkq*OFU0=1qO zV&!J$;nkpPdRyb@=f+Ei{FB_QxWk?74WHn;*T;=@@*75$SoliCqBtc#JyFy$O3_io zNK;QH$qYsL0~deB4hfB#sw(bFfISmXm(=y|Xik6o7Wb(ATpb$+NAzYR#UCI_jqh~6 zH>YH)`umI01^osAiiIN2?H^0ho;cu0%p+(o595>EzN6Sp92 zmul#f2>kXMVtVOD4jtNv&ZSU1Px|Miq6G!FXbYwWgN842`reRo_?<5WwotWWC&5=b zA0AGASxuV>Pk~NT89WAtVkCkN$L6F})G$$dR)gLc|(bJQc)VyNy1UJ z)19;GETW>K8yg$E=3Pj_ioL6Dyde*-E*P*%c$8I4{Mm+v{s1(}g3r7&lEm*Zx%NM2 z-g)WS~%#@rpj7v(l_ChZ4mE+S`4=R8g9d@EXE5rvP{o@T!6qwf`AU=t;|y zb8=-JiG=7Pifew#2{>Y78x;K5$Pn^m&OlmSUGQ6v`zyBkOUf$8!<|3p5N5guV2$Xc zkp>zVDNYgp(a+beHTAmLrt5QdfPo?3>Y&dr42&pWG7U7G9P#~Ddy}7E^+vQ3pWnUT zEc^V{W9i8keNEMQz~6km=Fs=mD-)s!BZa)r@p;PA z@tbI}RIMoJ?(%5gu7L9SJSYJyOy|SJ(lqQn6i4kDt`Z@0apLVSYTxCVCA3=!Q&en= zJMA|W5Nq>cTRk0wBVw)U=ime@j0NUKjBm!y@4F9g8q+5X7hy-m{7V}E>$mjh@JK!k&i>4RNEGjgNm zcdaFRisu^h#WiJjEoe+JLTwdqD7)6<(tw&oq)0;fjtC(HiKa;I=HZ97LA`KntuXcG zd*^{)DVn`F(udXn9}A?*T0+w))V`_j-+K?vWQadJQMyuS zYSm~c(AO6c6=f-uf1ciMk*qy{sWe$G0c_}l*AaQrl&=Iml1_3{dLbnMsHeW+R1mVEzKN$UfUshErWdvXLE437qupDvg_|`M zac21=@VAtLn#(INM2tHyf1En$c+%BWokg@ygXD0W$Z zOSv7jY_Ek_Kl^iyv{6=+hvkMMS(?~%DR5ss9Ra}q@-p)(3tt7rUTb~}pnf?z>iZ}? z76JF*FE1~5T56{Z10Qb)=G$l`=lY`2p>bS&4)=y zDru*@p}bB!U4lNBd|J8MepB7lv^~}nMGnErV{873MCBdlSBFo@^dx?j!h2Y>FNHke zcycx}MOaB@+S>lgL4T;-`mRsoJ}z$cKPBo)>k;>G7&WNLz7US~P;R#T$-bpVqjWbY z_InAC_a!Q{_@73lKk8-?#=Oz;V0c9WLA$wWzwgHB?dx-2j}vbFY1XFaZYkz7)w4^B zg}r9FqWDZnaJ`7Fm-gDozxo^QuYy2=UkyO=LjU}lQ>ZB1MRkXVXTZ<#g{Gz^*Pj|J zP(nOlH-P7j{c>%*uCt;SHVi6%O>5G&mvD73yZ%tf8#Du0`IAvltyO{U_BkW0m$=M? z-}s(X8b`a=g_@*m*dpf_nipskD}r3d_jcXK~Cx5!wUof^NxR-dT2T7J9w*GYQD~Hr>?O-jDvt z>Jj~%>_ zfDRVh-v9pX^-Z#crJw(Jzf+4Aw*`54kF`oIPtvWcy2;?ve&l=WX*Rj2oyxb=q7zK8 zH?d!Lr_N#RSRgJ=KqO85{`bzbN{F!<0&~)LUsa1pJ^y4yHlA7(TEPl$BxdE+u-A3w z*QBHl(?j3i`uci-C{ckv(J;H9Q_UCFrG^k;|3)#k^zEf^!b)R&O>gNk!G^37cb_Ji z4UxOm%&JBt!lcaej8jmZCTY#mBVx;6(`^9<6bf_1G+W?*!_8+wJ;Jg1#xTT_QU47{ zX{_#T`10i$oP-T}(UByV4V9Z|T!+`0-DL_O(L;a>flgaOr%ttsv2-kXTB zPnnP@M-5HQBnVPvh53~W(t%{)*?w&&iuos_7rKVNAU2po{y-@5?Rq#yWN*=#$4um? zL&*C6P8R=pGU#iYIT{(Og52vlNtlxx@3!1JX4HXG z?@+6=JR&rC;QWS*VfSezB57aBKu#}-p!yqAG8xPZw&3#SX?SatZC53sy90UPG)Rf0 zw0&!1gOwm#-2{<}{}fijj$0v0As!MD{(T{G(2z$idi72En9DmD5b&IYom*#6N~l(SK#HFH*d_BrEDGx3aY*jj!Dn_s<+DOz>BJdgSAkHdZHUp z;22A~ccVx(b+{*A_08OugRV{w8b(`#2S0&m;&zIfnJE1UAqJf3p~$DF*WRL(Vr*=x z8PFwocBiGGo{lKIQm{o=ACIq`B_iPCZDds4Zj7fL`9Z7Sz|BoP&}kuc|65z?dIfb^ zN>Q!sZf>bldUJF0p!v6!jXyDF(#zKgosVBu=bf2)6`!2XjwpBUJycn`T)W{#+QbRY z!y)!4FtBCy=!l`(lssZ;1tId9!^}_CT}lU;h|4(rBG)3Cpr_tyWm~aEZ7r91=?y$N#4x`fNPAJ3uxZ2{J6n}%ic7BqEGoWbbyjYH0 zPpqk59d26Tzv5xx%&DM{|(G)5$O$~C(5*6^?(BP?>3>sg`Et2u&SSqvUKW8lJ~B2oW7Y$^2j z422It7JE9T!8bNicLxHkiz2Z^VU+euvX3j_xseE2>f#R^XiMwJ+7<;_C37pgeqlSa zO|Ennt{r_cD;fP1`M3b~C}?uJUC$0atZMgN)Ihl(`SVdSCnTh;#64DCi7~GCXZ4Gg z$A`O{62b5P);a~@a<*aRSDQ*BNqV830+86m#KA5b!q7>9z@15S&QqS#N}Y^_XSRN+ls*mdQ~)AY)*Kp?mE;37y`Zk{fGffC!R~ z%y(*rByb5L{RkoDe(crFTm&>={R^#_Af8EINo-I-YXy}$i(NxVa!O@qZ5kvJ&h-a% z0aewkJ$>{0dk!4k)s;qrSI6xfmTmy4q;fIrq^ZPX)Cdpx?ymu8Q`B4IqCNZ{NAHV8 zh?Uwl0^vKWM+oc6RYF;WwT;cL=RNV%=+rMLBbwh;7qV&4g>KMkZhL#w3x*6NujG90%(tiFEDEt4G*mgO{R%ogKW8u` zg#?q51`t&oA?$>sW*-xquF-;sKf5P%*JY(8c0?7#!!vw1E$z_rJzrAiKd-zP0`dKn z0s*HH5F&p3$p7u?P}@c4{(ja-FUo|=e0DAgT1*yzS-lCs%}NOko(VJy3!QT9#yv(@ zSU8w<(0S`^@T&gv{If2Z;JZU%q_v(NQLKthgn7M&sm*rM4FLKrCh{479LyjGyxme* zIW7P@wMf1l7tf7g*k4dL;M06&x>(8zdusf#r9E4MAXcTKVqw2@D*C|b9V$nJ{b(fK zh`lI&vy%bFgSU$-(nFgahFPujM7JVi5^MX-R+hxog6HiynL7Y=k}B9MsPT1p!e}J} z2&VLbn!41q zah&TuZC6g9-uNlPc55U{5lHQT?!H$iosYR(Ncnz0edt~{lj-?1F4$9WPI-Tlv7oIzIu^# z>ivOJ0O|)^Dus_?`6QHWuAens#H%@k6ZC>p5?*y=Fo{n(`bWbiep3v@k`Y7Z(2PhR zKt%njJ6RU;_~6oEE9CS`#>S?^qbMVU1ixHuD{Oe9ukB5`e^oXONrbd=`l8yf-ylc{ z?M>)nXdcV^qFkU4BA@;~s+pb%EmU{!q73*Ku-d2xG?aZJ%uFxSe>NS7`01}t2=V>~ zdhG!1-9d1Ysc)R46X?;BkR^LCzR0LS&ptg8TQX`T2z|+YplF?b8$KEQr&J@oRY$4j zqkh+NL)s=FLDcr0b{6)rV}9-@W}Kd|Yz{7*{W3ltQTd1=zquLrLa#N=l0W16%74iC zm6rGcK8x?G*4HI%{0<>Su!#r~ivCzKf)T_%C9y6ZwAZqp6|#2nG~K(^l=gM3>8A8? z@IZ}8n?XmwGoW2W>mn%7G500zh}SMO^TeZ&MN@kekRQ?{F}zV})iRj2lK-U#^n?Qt zM~&dZLQn5qvV3(bxgoTwPAYzop{pN|nE-mj-_viF%A{9vphFkhQ`of_S`#fBC4IMN z;iR^JuU+tP(EqWYw=?&dLK-(d^!rw~eL~n4zpcyKH>Gu;*$8ug>>hnSMMR;H1og zE=b#a{NcHR5w=k{KeVhwAV|Hv=Ad44C8|;4ao#Mob`gIhpnhLeHSsl$u6py(CUDc~ zsnYq!Ao2DSl!t_OH5ai*Q&cM|wp!D;PXrlB*~vC~%E)9c+G2tXdt@ zT11m2Jto9XZxfdh;JGjcsQ*b9i($ z?H}q0vqqx&EWg?|+z2l2Z@xF%0@OwWwhit;JAHQ_L{dSqSdl;@kk*fc+j~Vr0lgDN zbAN`Il6u%Mw8V9Jotdwa5A#Ie{KvC!|GntL;TN8W_rXhjpNr4{;vUID_N?)pAm81U z+~Y&5xZ^M@2NzdKadCu3J+DvcBgSgT7g^5jV(86i?y+7ncv=hH9u z`GcCG0|J3HlNIFZSojFpbfJG@QX0*b+&}u+gfsyv$J0gF9n3Z;`oa`&DZ2jLoEv_2 zqSQC>)?NHuY3SKs%yfbA3MP3o_sLOF9$|SLshjE{&$Aiy`ZK12Pu!)ky?|h9P8TUq zCs7k#>;-O5+e}i9ln(1jE0j3SL%Z42sqKdL=Xl}+3jV(o5)d*QekPn;uP0Q}folU$ zDr6DAcYkT-4NcN37B{ATvawmfHGVZfgPV}BExa<%QS0<)Vxl^mK14dVvswDFql^wY zm^pYMxu5B{YD42PW))Y-C=nHd1Vls=cOLRs)FpSEs^BjF_D5B%C}iauF&ocI?nHxb$*{b<{c_H+{qCskXn=AnvopQa zMHs~EPh{s^UIp}mjD3-$775)fO8DIuxw+|t#ID2Vc{ao{^FV2Y3~(V)gqg^`V6EC8 zZBLhg1|T*jna{U!F3Vpe^PF^@J|imlYv{@ZfXY5V zpRR^>JjP#Jk%*YK_lH%a@$XBsgAvw>`#2({pmFZT#Ww9%>v1kOhH{oxl)^5?>l;on z7L@LtkU~N%OpU!5#QwYYRwzVrP?7Cy&(v3m>=%Dnxwi6f1#0h2zADBF*JVS$ z?4Cl$Jp4c{q5%8q^xkejQI$uCm6$X6DL`7c|9jSbDF9WJCbMC{iU1cYo6Nz{Uy}|R zV!r1pwzsYfN6>YrQ%Lg9@8$bfhoJRRka-mHiA9Um`SjET!T$K_IL-T{Cw^o7n8VOc z+Wh;J%^p%2nBy7`n^Qq#LGq)%N+8+ROeH+vG`bCZLpfcK# z>hS!BMNAHd#jahCts%o<-`YiStPApnrZU|^o7MBl>ADehhv8H_vS(=mh6pB|k#vHh zX|@uk(uc8;(eMqd^d%{j_%|MzbE1I<4$FD#i4Fs|#XZcTTtE2UrI0O08ZFE<%TJbvPIbdE4W}7qzt#N~sM&ZhkmcpBz9Sz^DJG!z-^~ zP33dyI4x|PBEOnfv#1Ez^93_J`X+gj4R4(9q@+iX#DZI2os$C+i6l*SznAqJa3JAK zMvIOzBRD!g9df$euRZ;!LCk?D#?dlYYGs+usjxU-amnoF^II}G1C#QV1E)!kK3KcI z7%mFO32mQ1%|?ut3(m~cm*LEQ$E`IHXS0es=jqD9{$~w(KpY;77>+O+G`X31I%MFt z&4EqM`}2k?KJk?DXtnwiuxV1paY2fkP0i|spe>ZI`z5kwZx6j{m6T|KJLr1t2c-Hd z79B%lkoBU0w0;=jr`R`d>Q>83O7g&W6c!RnfF8vHS2_M=PS#x)HXO&H+41W>U z^$Hptv%;E|vf~d92THHQT=@hM1SeA71KG*3{PSqI(Cg@5`4I9&Au5~&!rq+>&z-{a z*&mYdk{O4j;MB419yP@#i$v-*zZMpkcht@9aBG=;)Oml(7%Vz*dOA8pu3Yw$F=4GdMTozUU~k9HBX5jd_3bH8j zx@D!n&h&yoeX%w~Ko+KF_wdV10oAsrKR+i2DVC{C-6_H4)hjr05PZRo5!&`=IbDD* z=V0tr9d8C@42T0BjdjtSB3d;@HwZ$d!jQhs`H9oG?R1p4W=hPo1@A4kWP-C={>Ehu zG!O6i+2_Pq?-n!m(7mn0|(Ih`^Beh6C6sj)4 z%Bxqe1b-@$jEy`;9niqS>OgGDNbUj5jsvj`ZHnizdAT22@<06i1DFgig(H=0sRP(} z{ojY4CUKfP^U2iezk0mykv90evRT??wFrl;V6UF3A*4oqX(hY894j{vr}kKj(H4jU zrk_UFeK|Qf`?F4QBmu2#pN5F{s_;d_MdFRNJw*Dv+ht@f2Y^iL6xnBetrr*w*XW? z0(d8yr?=V=75G)4Yh~Zy23WpLk}Ntc`kXJArU;QL%R7g09(M%2e(_u|>DgW7jtKXL z_&=W2##i%nHF5uB>5P%)iAI9quOy<;|1ZVQy!Wf@J>5KV1$Bs9Er!MZb+pCWZy;|eqtg!72>kFs8#){{tyL6G1Y>WSl z3sdnR_;195%@NEPqi1Z&-_WV3tLy1bbZ(6t?bmYpHLIlV2m)Y}0X)nI8_#vo$Gb(V z&?d!_+o5Nz=X_=^<4nrdpzbTea9pH6S(cFzK&qTcK|DvKSGW9+uzM*scS@8`<>(NX2aGLqJ zbz#im@>@Y$Tl=1T7hUSbt5+BiM`G?ZZc2tXj32MBI+ty{?`$;gcCpO$MS}W5exojh z(fodE0aFnd9q(y1mu5|0=Tf_wv9>=QILdrPs0&K~yLwFn11A`i-T?!t9otR_>eux5 z`=YLZ=zZ>r?m^%;H>0wW@i^tGn$+Y@M_9)p>QZ*-Qb`rzvLOuXucgUHy_*h&l)U~t zA)FWxFETc+Kwyx{S>K01&aD{LKDpU1l04dXY-fBfRSIBvIT9=fZfM<}H#5&PQ=e-@ z&?Cuf&R<=*udEO{WQUpu5eU)I{apteh$dN_pi$i<9?0)q#)cNgmtziYsZQl#Bsr~TT z;+0AnNn3WJ)=xBk3SE&{zoqx1<-Q5C7nGR1`(b^1|1X)tylS`2K);NsWW#dyVgjOk zISmoKA6HEVCjE3_m!b_)HtlLSNd5h~jpSLXT@;ZT z`gP*kk5OG{}%&UhTVf$9$tj_9lQ;jpntO_RQ$IlWjbSl~^fv#`u06%CqD&=Tc z@c`I*JvS>Lg1=2rcPGm=zgtVe>~U6BSLdl9%J4K1s)jTSBAE)wmqUu7I4I70a*uuN ztHOqLDdKT)ajP16tV-R|Kxk#BgJSWY7geOB4+ztqRt-)4GKrLUvm-qhl$WA1q|+eJ{wPHxmAPcoT;5lwC27 zg2QPwd~BM85OuLx5MSR$N{8ZXE8XAU7dJxd>*0v02`kNf)m&qyp+W>%D)U|byHl|_ zktF6>O4w3s>23?lAk@45hfX^FCK>_>3J#7*OH(j5&bjnu%W=mmn8V0U?(LP=i)RR{ z@{7E>u9uQ^!5Sc?IHBSQ?&p1a5%PUJU+sX6F1ml&%od}p}Q z`l4dm64zN?;pv4Pzp(*Th&=}opz(Nmq>NdkVkVo(i+wU~Q?$2l-vV8^GR_15q)<@W z&1j@!gi$v$CkBSQHCwJgE6~UsA3u*_*-45 zleoFoHl&5uW|3Y#LWd8PN{XimPrDwH)G2phKpRKiH z;^RvIvUlx_CIWMtAv{l96fN)DiuwFh-1h`+1hNW^U+W!_!l1 zJR;+zNUGp4k&~YL>8047sD_-H7VVJYPC=SIKgDT4yvONO^(TU5Utcr=b0AeHyN|EI z{Wr0k&S4(M8D3howp74`!tmlnMHm3~3haYQQHpTWw{m25R?besE9s_(g^SEeI z9kxtLc$EC9?^~RI%UYj25?s%&AZXgdA!wyg*-bsj%p{H z`uj%NgNWm z=wSNrhs&a(n&30O(ERA^WP0Otrl0Iv+Con=0jE#xYajC``(V0Rugqmj+zo`F?4d3) z>M#hV{_`K?SQ74ypnHDQ{^Y0W#hpkRH=ENiqWkh3dj&`m>t&4xDzRm)d?t*q!WR|j zJsdv@k-X+jKjgn#^BCshZ6ctGp&iysY--Rj?C&w+<3y}`01JWbf=o_S)KlnDi|fAo z*@$d$i^aNp-4>KV)nFy&A|~70>$a!Kb6aACRg$uweffL+ZvAm?O}x6i8*Bv;HyRH7 zeWJoMKor)=fX^S0@3Ob(Uf)hzEL<+zZ|%BibmbsreQ;Jk!IA7GUw43EDO^Kx5{_h( z+W(q-73=Icm=~h*CV;k;kYy^@o*vBApY2V@Rcu*4{HI@Bj8|AdKU%6IaDNQem^))$ z+5}HmiI|4U=Ymtoh=62)s^d2%X63tM0agZw#vIk0Cmz5cKtWGTEVk4a=XFDMo@u$|A z%6WYkbryC@TZobn=XvL5c2Zfw2R#n@hMb+=MI7f+^d|O8jDJlY7w3@`|$>)V<&SrR`gRFfUjH2C{vV;5YHH41S6Nq@hSM={*p^7U&pH!-{wog3HvRBOrCLpKExayU^SJ0%RZK z6otdQ#$oP0x>y)FRrXz(u^Eajdp<`a&psq!3`%4X8jn*5nE0mEQgBMbfsyE<*u;xp z0)`?mXOB!qMh5aO+!lkBO*ys&wZpg;1vm2u=T5Nd!^y5;1yj>C2LUrpSTuXHA@|GW z+(Y_PiQSxE8fvDmh}_*a6i!H3mtxQf+@HJuFp-^VSrmI? zfGZ0^`5uVwhmky6^R*m6{}4q+#c>9FF5v24fBV+v_Sym=_V$eK>dtzpM)ofvt0y(1 zcyY-g*v}*r))*-NO;vi0PF0kjH4$BTYO5B1D3w>OR^RutFMSZb{~uG$>b%+QRHk~r ztRK}<8IM=>8QoiL0%}JXFlM(}nGtdp8Hm^I^Iu+CUek??7;+zfo9IRLzbB;5#IF1VL1l{uO(jE0|#7f@pgCjXw$lP^%wWSGxLy;la&aL2E~&Q z{^rva_!{C%1_qnyU->uAl9j3!o}Tv?UPvp478?td;a5rZ-s0B`*n26gpLBjo<#E&c zkPvAy-bMo^XJc1qM5p$1 zHU1Tv>&7}4;njQ0mtNp*IsVy{W|?iF&R<8w8$pPf?IAU9tKwewI?5GwdrYf@Lj#;_v)K2jrTW z0+ESL5Y(j>8*kKouSP`dxHe2@Y+{0rfw8hvT(0rGnCVPhN+r>}UYI~6=DE#lD~nYo zrPlDt?54D_0392CaK42E26ehg+y}!+WY?^+-f0jcKgXgK5SY9d%fTBd8kP4pZu5WP z`A>(LwRq*8=vD_HZ%c!F<=1HpaWPgvZo{lM{$(17Qa7VRTv)|^ZhQ?w6r0!?dinAt zJCmRQ$+4zDlU@n8NoAfEgl>|<|ESK&=OZ-$N%13Cl##CMc_;ws0q!D$|eH{30uyBqW z@G5spdz1;`BVtP)$Bs8|$w72~09(0snGtq!V!wh9)oXC3)2iZrR?C28cJU4@yR2`@ zUcvY=rguE|1o*$Rx3<#s)jc$-T1+Q?7P?;kdzD1;7%mAf|@iYNX z@5j9ignoSo|Gk_O?FBj^I=rIn=dv=#ofLMQUKcjhUVB^>)AmT$A3yHR)_zR~D6EBo zVDp?D0Jihws#27&a8Y1pXLluf)88kZwzSA*l6=xid4Nv`1lgm@ML&xG?Y9kj5(p%E z&dOlC>46!^Jj3Br{;fd=RagXuK!T}K;XzCi_Pmmk$o_tXJFCWklFhUE)u+i@rs4ph zJQ{E(*9=YtRF&74sxvBeMeEYL&i$>V);6&z1ksb~Oi&lSPor)dj4eA8MNxC{UNX}X z4YQBUpd&NmM0y6o(AsFl#SPvbjR(O$M3{h>G(wWGi5^3G@wix-r@^(gXxMn%ULhF| zJS>cknHgSVJ^A0mM_#NaJp=Ypqx3si0b(2LF1p{;L}b;q4fd~(62&a_;zA-kKK&%w z->R|RUic#dwiyY#d;nRPoLo40wT0$POi3sv8kf4u2opvv&ehz*OGHDwr>sRqIa>OH zyAzQa5kb$&+RsF1T%+w0^X)T#924QE(+LQ;iPzRleU25gzsFA7xDtry7ykc?@lRIP z^uhpD%Z)P;WQZ~v>-+|S&9J0Q+y8#KLuT#ncV_Xys%xYL2$HrxVU2+GcDAP6^2aM7 zj>N_Dvm#D>!ZHGXA;YwY%g&l`p|SDVw&%xZ`GQK10@3nJ*8Y0=^|oefwC(9-eRSawjNgrWtr_HbkT5!c3C=@C2)ePP@<8@~13n%x=GDoar}|=D z9p?wfw9YNXi_a8BJ7x2>Zn)(|B>P%M#E}mTOYl1Mm@D_MQh7_=h<^|*YwI|Pry6;v zw7#Y9d$xF1a-cq(j=sC$*GKN3sXzRJhX_}(yKtn8zCn-q#VsIfD*I6k)(BXMR$!M5 zwlLQW33KPu&tL5;4jyK9C$#${Wq`!uwqe?W_E*Z7i`I$x1}@;e3AsGbtHLAWlDcj* zkCLUsU#O%94iTIuP+?}+1fGdWF%f6)dqH(STb8-Pvmc0wcn~#TJ*pUrfK-mUR&}vq zycFP6S~cNLc9(OJc}k>|%ASH<`kFhS1OM_kH8<;RVG1g21P&r0AT7b(yx|590X=xf z&y`%Tk;znFoq%l5O}~dzin`;4b5FInW;d72cAsv~6&BwL_u?RE;pP*t4zmb~xZBHx(4kd*KbO(buJY~y%y+mKe753H=jDO~`o zXEdN#KwS5OE;TNt?O_rSsI42pU&gBk_NhCw_F%vWeMD`#T#0CUxY_Of1*BfEQA<^x z<*fZ{OSZ8nw)QvSkyue1IHw*(IfEDC-Fr77q357Hgk!f57IAKk*mG&G4QAzWv3 zTtdl;Z8tA(UE8}zesOfUsE)AJi>He;6bbJxQ>epA2p0SvrYd`pO{ikDgSzQgJC7k1 z0GR0+Y7QRzb@>M3od{ebBTsy1fJzR05*Nv2l)KKuQSYZg0Jz5$+Fk`yAyLV(ffg|C! z-yW&PauC}v`PhUe+?g6paCvq%O9cW%TL{nwdc_g41L+k>Cm$1Mrp!(lvyAi2H)K-K0Y_>il&-ynrQXf)GI}Dfd%Qbkj?8IZNRa}q>$`g z-30~o-LMIum(rcC7YX(3O5ihoN}b#|=>e!Pe7fe~Tefrp>iW8Tm^)2ycizE#J#}4{ zj=*zl@{T9-@BPK>d53p7sgrWhVSyqatd&7@e0u}{QXOQQ>@lzD09@mEE{6)??zU;+ z%B|3TlA~He+ z##@bNs5l?6C@+31DM`Wl1!)|)uo}qIT)S0IFj*1Vvp1^nMh+MO4+u9RSwV|8;0;@L zvPqZy)IPWeBAb0~PXKk}=C>U>!ZGBpsCzVb`sKe&*I0&v)89hoLmB%Qb8OSP?K+!! zpLMIJtz2LrzR>d&>TB{il_M9z=Q)aK|BISCR+lgPJgAfNKm4J0t)&EvoR-71wZ1%W z=wfp*0C33f2A6DQ#^Yo15ZDhkiI{fdWq2J3E%@Gk2DtF}oyCBHeM^(5Z_=s-uX#Sq zBgRC-JFo$?iIlXrxMgo;23Nyry`-hET12SU4rwxTuKr-QX4)OyU70y_Zb64ZoK2tu z@B<`hc+>LpBawboTX*TX&97gJS-E$<((OO}N@>J3e0;sRJzhv~x-sD7_w|3Ctr#XO z#oyg>NrF^2`Y68P$VM+ki&_qxRvX!Lej*j!XmH?=u%pG0Q^ky`T-eTZ0EHZ(4)9gH zXKP`bGcoB~sf3b}9~0PH8C+VogUtGL4-!U{S|b{2s361Vga-y#sJq3B^tx z&b-IR|Jz#XI{YKLaycv$1QTtA2_MSrQo|vcuJXV3*2baN?+zFKY!BD4%^O0#5lm#n)?a6w*0oFlj**i-|&u z8fp`hlA299{0@3@>e>_!Q7}0ash4#0;SjzDceO2?*}t>ir^3QeMOue*tG2c_((7*e zUPqG{E{Hl@fiLwM7_YCvPu-49kNR%x0xXSfQP6H$*srRp9)b@40dwRk8r?f;SO-gJ ziwj^&>QTnf1o&tAb(&X!g%j3&K475QJi~doNVR3zCFP!c_mx^k#qaLE|L!v9AxYtA zASAbBX7YypXK70QyX8opqD!MsZ^vI&r1F1WNis4|mIa57W6X57Y+_khiMvgIJ*NEt8eh@>m2Pmbgx>g&c@Q~ z!An{EY3Cj6_O+9I#ROcl^A{q}GcC)*(wG;2YvCuJ1IKH(QAwQ**JOXobm^`naNysv|TK}D>?XaK&VzIvT z3vuy9HfJJgLYP68i9)14vP>5(%<-Q-@zPEK{c*A+m5nZ+?psRlyW7%u&FLpgm@FpO zft}31Wk$sy94b;u>cMR3(5>mJf`?cgD!iy0L1;==<+N_SEyBgCs}1vtpPQd1DVW0) zelYWlt*cq$fOE*}Mn)bURl7BGHJZt4ezN@h*CNme*L`CI`x}6)14tkYgI#~p-(!8c z_rJ&q2&DZ-_K$)9Epx%$V*2&Moeyq3UHA%(hl-|tis-juS?3%B5tavE>?`sKOqawZ z!;Hh31XTY@<6Rrb`z%uH6n81?fuKV6f#`8H-{&etMNLefF7^u74C24H{r>zd`K_|d zGi|4B@EGze!6C(`cqc$B#fBBnq;TuhCy1-@Jaj5a(c9gK^Rzt7WM*G;^5J8e;?%Ev z&rGtY6wfKrAi0GYdfTCYgGu;{9;Ui>#%;*csmdKbnUB&5^X+>WZ(XVvb$nTpk@R%2 zB8Vk5h!xW1ZJc?_TONb~me6@;yyx`aSSV!-r1d*0H7$T^0z2yro46@>B|IrfG|jis z<3a*|FAnKCGc*0K9-H55X_1x#vlfNFHWEgjky~blTu$o=8hF^HGii#>K#gB*c@%m4)Q^2w^lQVx)uRd@H7$vHDTFYW$ds<;k;@d2g^s^#rHB*9h z!SQOBs+N|VygWv&2L_#oJy?b!>HaA$(O{JTOftaQCFG(%OMWt=023!JiM}%=qWKnI z!Pou*8-_r(^Lx|h6k8f0b*v{&Ni4r<($rYNkTwzVt3rBFP*`7Y5|)CHV-O&FHAI6@ zB?e{!1=&wMxI3x%o@-pr7)}%Kwmss`^v$r=Lp_#il_u9>CYrb^izGjCpFW;I*@4z&;OL1}j}Oe$J`*%!L#M7m@4x#i*-x{FR2P zuW*MJU+hMVhit*CL$+5b_`hKiTAB3He>E%`U^rWXgW{Mv$2C!xB_iR&hWGO|Da&oO zOXEGZG6Sv=*;d&VmJuyj#Wd%OVAKu zJ!SKI#_3U1VX?Fpk1KkBNiG`hw_lu=h9NG608aJ z)4wkGd?*}Jd2XMh65m7`irN2{BNJ}MvNQn+i&}qYxY^{fX1mb8n~>0f=&(QA$l|#V zGV%Tuq;(e}Nj~grd!h9tf3Y#?I@%+%*>n)PYqZYt1ONu(*)s>G4-fz8JgJl*rL%CZ z{~qpqfMxw3=WA%-v9X!f+b^WEOc`XF=^g2rpVv~cWzo-gPUmFqpBM-XjY;u)#^HVY zPw`nPBHWFbq;C38pE~9oP`xkp&R=tr2jV4* zxUnZECr<@efFS;hSK(iF{l-Y#Qm&Y>8t`#w7$Ny}xh!84vUO^0%a}r@{ZlXYBu{xm z;bX45bg�rpa?^ z=ZfDW#m!kju}`=45m72O*KizW6px?>+5p1Y#dow~a6s$&bqZjNS-Bskhoh267oI;{ zooj-B4|bz3%vw6@Nw$)(2&EpWIF;! z?b>$F^d=xN_vYl8PPYsvo$HDR_ullGzFFoXJR{VCvh1BmrzLPS4v9n z?ubdCGJq?C+0DVRIk0C#eR3H}9pCng;nlf5Mq+ zko2MzaQ1Ix4Qkq-;l9KLi4aPBsjg9#+UUj)Rd^pc`uPDYbH;PVhDu!gPkUXoq=Xg* z<}qqVt4m(33P#3n`f&&dmZH*lf77w8&%fCBSI|gc&Yv;RZ&D?pd(zMg7%yBtI-#TY zR*M*zmtKYch13&~cR`eEmEXfV{;3;izF@~G)~Z+gS4@F45s~r<-KJ9nk1lbwm!;hF zY-=RV?cac4`L#wNmAxsOw*$5s8LP?wL^(4>fl)K0xk2xJgFBn$4|IrhvRg9!sGtIA zQb%zjc894H37x}t+7P#BDDUuBz$vJ^k2_aWOK)9tGs-S@7O3`av+@wKuKg@663zlz zOaxtSZs}EjaC)r30H-i~=aAsXp(jWl4;?NHNaKois49ucB=FyEOl4B`tNJ2?fNGGX zN%}OFm}gzE1p<-+>%Eds-D)p7XT!Pl7pk;1RFy%}Y^!fULc! zkwYhO8@0vZ^}NUfbGmJWuq>=jGZ_cljJINAB_b?5j85av+cTbI(kzXT=R1rrKx1+E zQ60}L(XUbLWZAjwKdKVze^kL49v(4WnTr$rs5m^_k1j~=zVYv$$P>DNkw8?W(BKq~ z2OL9IF+H93Fa#;-Vj<|C$bmCaJi2iVGQ<+!M<4d)E8{~uPP7=Bs$W+mM>8w`4t7C8 zE-O6rLV7t|=`RPK>m35-fqLxq#euq$d|S7&%$u5*9f9;J+S)rQL@yK@RZ;&$;8H<_ zgp!|O65E3bT17==Zgn>H`N-#U?%31l9Vm*S>7?aCqb+m5gZUFvD1g8vWMCwB?l~*U z0iufQzSZ>VbOmCi?nh_mYDZU>Gc#1edb-LI?=U;|@k-l>n9DMgLa$6!A zEbgDTMi9gomlzs3XNF;gP7S!16$g{E?7NPRjZGJYXy3}n)Xx#Qh_$-WKynqpG8IiPAoaU3EDf6o>wfzATw%f(aJ#M--AW5 z*;f9QWegJ$xW<>;f}i+%kN1au2eW+6OB1t+5mK-LyJ?f!#*g{x>gvC~%b8Sq2`D5X zQ19Jwi5Yur?)*i$ddXw+a612;Sg@72^8+PkQGRn?cNVU?r!ceiG0{X0t-Xe0Q^t{bdLW%vVARw@Y3~1TqGs?nphhRxr{JA^A+}&9FL2Os6dfxU zMXy5NC>81l^t6=2DQ#rguQ?jqe^Io&OXsH5zz|%m!8~H+QXIJhxMyfmz5CB)|G2x6 z>=4bz9B+M~q(P~fFo$Ja=n!3W#t<1{x2ODeRSw5@+o9HoKVkAif(l!DH@Dz;}o z0w8Ao7G>yOGpe53IMIWjG2#OWk_)0$DH?Dl^JYssHCR91G3#A?xc_swxCGxqFYYXg zKt~5nF$~(Vj*xjUQUiPCr>c9{cymR7 za+FH1Qrh20oC2Z5J@)<&mdg)ic8{cwE_Yt=OF5Q=21m1La8;VWT`^wxev`_J!F!~!wltsO<4+4iPB`?t30n(Ci|#gB z8j*?6F56ytlmA8Sx9~#JfVn1V&hOz!&&f=VpzqGIc{wN>dWZq?Q;fbV#djC~5-olI zeFv0iaNt5L(q!dJj`!7+a5rN>Mks#D2MVztj)!ps;F-ME)}w?B7fVeR^L`QZsr_9z zP~#A&p&@1z3F}tEt^1nHpx`PNF{{>x&y8dLVs3MP zLH3wT)V<=D?rr~0Pa4x)4e(CO`LPDe(SyDrZQbg|!M*4nl!)5=s#7h@5ayJaqFmXR z5D?QalJ0v?wOE1ZzYVIeG!1M}y5J35qk`nnXyKiSH4;aj_XgR%LId3VXu^&nnKMQ)psL|k2W-Lc3 zAN1$V_we^*;PLVChEG|Wzq58@xLT})e;XVu1t&8tEHSo9x6_w-HqmeQ=IX0#ncmTj z%8g6HoxfJu>-#aFd)~zUdGDcCiX8d{DK`$)W_nbrDpZY*8&o4cWpq`4C^&ctX$xx3 zQ9`n@Je%zo-UNlVU%Itr{9B^IqPk_~SX-BL<)05IO&2-sAW#~gYy9^VpxOli-T;_O zn&?j6w_fZ zbm;Z(cBP#Jp$pnZ0>oB1IvJi)(gRYaz;*(@*D8PnEp|Dl`q}9zMk_FsoU1dvKf`dm zI*)v{IR03kMHuheu5QD-K_${L$l>Oa<9=pp^h^s zWMqWyS5Y;9wk~)!jFsYLnUy=xIngRcV$cs>ksF?pcr@23Xb2^8WUvRAPV`nC<&b_Ievk+lY(_saOcw;PqJ>G`XrOKy&;Gm7r2p>L6li7 zg{2rVphzj>n#gYV53$EV<;2k8G1EgR)x3{mob z1O*vS4P3j=KwD$b2ihPtdeV(FH*4HkmB zFlrm&xUMVuZ?sj!!S#~pAwtxu zc$sjYoUy@M0|6XHGQr_m4hr!bIfFT<6b!p>?QFmAYXnJ^=egA=wph{`SI-t2T9s5$ zQPCM^1YbAGW-}Txhnrsuc?x3d);CWnLTHAS`%jY@)v&OqLNwOxg>-}`vBxP8Tk3`I ze?AYH9M=xEv!D8h6$rpCQC_5WKu<|SSqShqn?yY%29|%BXT1d*FAZYX#y{HXgTMnF z?XeZ8t*@^LpgFTGKeD`Z1$oM;dc`bikOWX>BI!?_bDr&%Z=={eJ3Lm*#jBh(>Ok9? zr!eo&qUB4Fcd;^Ll`x>g{%=MRLZ3bItpW171>XQg&Pp7PI7yzR-s-l;V~N=5gxR5rDlSxeQXTv>DkVYmI>ETeYPGWLZQKfm)g zQSYOGZ=uGz>luk|Yj+I2$Nl-_{3L`58v;EGNmIHeF zk^OL*no_#m1g7_gk7U4H07>_8dCDbxR#1`VS*~$mx(xY!--$KAD@i&Jo~Bc^I@8WC zXml(Q0F-^aluG*DNRj!#6G>RBRO8+N&}UPe{n)^MYep_wPPn4E;+u49r9T40a~3FC z%;=~}hQ|gOweOYDg72}6R@HOY{lLaUMxN=3Ms9Y|rW-f>G32rg+<;|!Lm`{T&eC5+ zlY!Gk!C@}?6E1E0(E-6_wrRu!#o)z;VQP|Nv} zxY$;6Q2!Z4oB=RrNnFV011HVVV}+P8Hp@~pCeBDD8iS}vnZD%36FWt2z`#4IX0Ild z`PP1cWx`HaR0!G}WZo)3XS~NWF+3c(ai_%!er9|@hG+O;%i}`rD$(WQF!=gxz`g4) zIEPs0aF|yf;}6cA{Zjk^(}XwmOc&tSt|@aq0@k&Mqut>*koU?3b0x4(6h z8Xk{^o0CXYp~n=9D)bOxraVJM-Sr@QrcK%4<26+ucSYm7)H9}J@!Y=s3$Ev)#pD>c z7!Qn@z~pm#QOWWu9IG`ZMc&AW4g`f)12Ne_OISwnF4K3?!U8-*!CC_(x1UtyH20qG zW{cTkQ+i(+-VCPqU+=Kw1Y^48qC@sYNzBXCSC=Hs{`e#O3c^fhlI=iIE4(*#tod9} z=%RF&K75W<=T4j?wx-F~0U0qrA?<6Fb^+WWPl{JCUMO^HwwB}R1DtP|$VT>J!5w%S zXh5`{tbo8)u%1UC>R{Az))p&8l=t-Mr439`T);8tx;OO~B#{(>m{a4i%f$PBA8z@I zDutbQH6OX0B9IY5Wx1Fs2;y7^uUK>-R$;Lle| zI_mEE7Mj$79}#-s{143Ar5(|${8Ah zj~hwF7j8;NI8Do&*qSs+m(xIZwk!Ml8+@k+Quv=8<00PN1rovqC#C>L%}Fc$m^&EU ziVq9uqPyc?f`kp2JthoJ`FO_==u|kg9V|Ca`9iNIC&Q=yEUyiU3S}$pzJ2%M(+O(= zI2)${Gg5~83OazAbOQ9)6*%%*+p_rOjOc;{k-^x&yRTu{|J_o7Do5kWZ;6Sr+5GJX+3>Rv~5Wn(wm$3k$$skh6dT_-lrRfBTluiUfdyC>83cwj+daug4FHI!Nvk z&O%_=8ce*tT0!|Gc!KwyV4ZrM* z+f+Zv3;iR_Xc2K{HLVHh(x?zYC?6e0WSf*(CslP5ea^lCMV0mx?B^4wu30&j5u6 z0+>DDz9$JMYmZP{JGIz zjk~7>f0JbjXj;C>!4;UZVME2%KXGbso+n)Gf626XAH4A;Xa!s42p{ zxg+sXD4hTPRjy2Njr!vNf{%fu>XjnX)V^&`w~Ry(dCEw5GUy$JY`=6`=yPqK2xzY8 zrP*7runs$EpyMS#&l+6Yc~On4RKL%!DD>$4n?|S&&_bWJ1|Xweffc#6cnASiF5V|Y z>@1*;HhCsTJ!)K-^bBG(KW;L&*eY2pq_oGYO?jM;23*}zF;~nHM_e9-xJp8UR|^^8$ew5+9oIH zR3*3tFhA|8OYOAPH3i#M-WvLxk#V+s6XPRPVfWcYcVjYI#pP}m_Y?E#wS_ugA!hgt%L2_D2P^2B{&qA+UB%Nfy-X143F4=EyHE`SS z*MdA=A0}3ZyINrBtxm{XX2_f|Gh_BYNC|rYkpA7iWVvw@ZCE*<%9arB) zi)=3!ArSc!8i|jHP5(XX4mhvs7U5Mk&~t_fKOTK)7JZiVaMD*&=A2oo3?2@yCBjt} z?E;I;->Wn<9$+#A)S!p@Sq^#;G;>ls2H2jSz$akon!6Hr-sEy_7>KOx;o&<0842VB z!S1AS)8T}dF9kp4y#(T5t68wq(0K(5Z33};@Q=ILf&8$#Bt_ZJ(Bq$ne zdH7RVSm#KM$fAZntP5!99HhFdZbsmJlBf^3`Rj7{mGhh1%o{y^viN6Y$@b8vOQ!HSI z8Jqa1oo2{)p~^})i?2JVQ+v=D6ttKk%fL%?-)@#Sk0x>e++$_$j_Mm+;41fM(RSR8 zrfR0L(0M~Z4T?1UA|mv{f}*;oULQBP-G2bE>APm0F93p;o0n5Gayj-B7^}1aGa3rU zAgO?ZqST7dv%f>!{D~WuJqHLNjxdSBb3!vhbiZaKo!9mxP;KMl4LC>$S(^xs4A?}% z)UgfXj&@(cc0^1%$1Zk3<8CHZ3=Mz2;{iqAwU-}Gc7Sh_`&&OCzHd1&Nl9SD{P*R* zy&lzA3!hJKWjl0cKYuoVFZ1lH=n0zN-7zXASh!O754>@3;4-t)t(BBQ$x@-3VjEfe zQQr}S9WQx%vm1uOiiikG+b$9la}$gx{wt>e*%V|j4d%KXE@WI5pTC=_Y;Pp;&B;QK z0U6Fd@^2N|1O?}j>+LVw(Xh`}hr~YWUj9w#EEh7a6ViE`4Fu@B-2i}ww;yVXdg`tMICz>vvi9|M;omz!<0(Lpt2tUvtZ*%z{5^Nx zHrapNDMg60@ElbsN0Nf~GygocGQXx9AY2MEGc$i!S=7#%sblJKYIvS3w;yeCsITDQ zKso&g)1SH~V?B-B{r0(fHM^wi$~6&4RV3OTmN z0Gav^021i&VJUq4pDZeI_0oRZ2igu$*b$ zYm?_Y?64n1M9Z6-p%YeS=Q|VZboh%2Rhjy7H!TFyE}EpZAA|8mQtj|Z>Uo}UIAHck z<1$96>NjTeEdIG9Rl#s zw9c~5qQ`$Rmrq1Y+(5*8ddL}6r_=ny!dvi|ZYTZpdb8auar^MeCEil5{jW~PPMuiv z1n%b5oYOWTjjUacH!aU9Iswq%-Vef;|cggPQ4YnQt3yvq+qGSx&~Hg1K@4@S}Qv!xg5xF z5|6(f(CsKPrB>4a0}l_Gfrqzx4;$e2jZx@PiCMKagw}1 z87giClh>RMA=a--20C$;y4L%EHwGs^|Nlrj>#!)^w~LcfUxB3s1X%$A>F!)QrBhH^ zx>Gt;|m^s}tv1Z&ONu_6DG4Co+JU~=^ zc%Y(#KS7{;|J{TFEoTB2bA5Z=!zXc=wuv*$*)#ol^sxU>7uD9=>n)LKgXnAb`ZKu# z1g*AP1{}c?(Tf+)d(*Kr-~jyrI2A~)pXR( z2`$BF8X&+f@R#v&{?;5*Fra`yIzX8Q=4p&Cg*42|KBRqA>;~ZlJXB{OxcCIvi`cDZ z7|#UKQSn#Q-|KN9|8p<8zn~9DWcfRok>d`2g;}Fa5xbM2y z-&%8z@b5D+H|{{6Y}$2|p)&|IfKaa+By%}V@Yz8j$=|-m9M_115~zTf=&7(+4~99I zgsckk#W|i6Lf<>Wu(!XS47o~DEA!>ccU_JTf|I*!GF_aScTPib98J2rEIUQpIIsMA z4gM>QCt8~F^H=a}Cfwh9lX#cmVWDYXl9#dv87};s3`TGN_i(ptID3=|bd&!m_&U3A z1hWOGz*@}vK}6Yj0$iP^D1tK5OG=+)5QmvDoW^qw`eN?Ge;ON%9o~-T=y+uv2Sbd1 z8s{&P7Z#JFfMNhUIJnAW0I&7#NC51*^~Jl_*Dkg*e*?XV(fBvXi`8hBoEJjU)bLWK z@>OM}DCE+}$W~3wC1f!kQK3>%dBD=k^=6J66s8ZgdR?V2jDu%F0M|7IxPU_O zpVAhz#F3+Z5`x8*ULjvFdc8h`((!3ccAKdAET8em{J{~NfS}$?5Cv`jvl)WcV`^+& z*New@6fFOEN+0`w`d=P?#)r0eNd&}MRcnxZMf;CL<#BXUn>S+^2FfLBc+jXN@w!t=Z370VcaAt>8Xh$*>D<&OOIe3o=J0xXl{+v59@>pHkL}<;PcMgy*F)*gj zOPx~}Amex|dH`DoYBcmkMuv)w@SmZG^_I?yVE2d_TdVB!2ks{ipW@=orS1QGId2Zg zM{iv0IEhK%+QYB(BI>|kCc_O>&+8v?BGf1Y)Q&VLSn8FF@)24Epcoh+B?mhuXT{<2 zcr{DshuQSuby~nTXcEa=CKo=KqSyy24!z_5lc!Y0YMQod8WHl^NG9jezISFG8%Hi4l z{WAB!q+fxRotQJ*FDKuHZLN~!b}(1P8sE zhMsOMbP*(KjdRgPOh(23V{-wN)mkMd0qC2oQeJ|GJ1-vtTX3WeA#9 z>E7)bt0|WeL!|GVT=aj?((l;L@*M#IHL133Tw`zO14av?s0T=Y0YWit%g;E&+8dR* zGBzgwD1ueaU&!UTK%h>4+K-mk6te*}!s#yJaW=o9(zf+%4ya3m9T6|*PL#SxQe~CR zdCKp>-3*!X{*`)-{-3q>To=58Fjtalqm1suTdd))8Vepj9_UN0l72}iu7C*1H^zo{ zfsc0%0tjkKyAku=-kQo~AW(gQf0zlj;*MNhy_Od**v5?hq^1|2YN`^yU~U}wY!-C5 z;D<6DJKta)T`l+u;r{;bSVW&~D=mJ6?~7*!$VzD5pYiklNt%B!DhBkM?#^p>86~M^ z!F2E>xd>bqbkf068I-%%{W`_Fhjw3!O6N#P$&XiLBv2kv48xh<5hQ3i3@u$WU+&wI zW3&879UNL_*@)Z(GJ_oH7QCWc9+0Q~^yU0Bnl%d0jDmL3`)-?Mx@F*Ry%*VVNFwfh z6MymeIH+d#rcHESDI(d(wwok%;Fn3uNwX%^L_T1LXQ|HDvB^izYQWw1N3hD6InReK zom+SLVrsEP4_0vc!%s!Inu~pyM>J>IfaL~p#(O7{X@lUIf z@ODwTl481=Mc`x1(SE72{~Cs{;&ty}9f&shmK9ej!f(w8v@b_+m?wkH^FdLrQ^oHL zfo13GLsl4HqM=2VG3uWjVBd0Y6b;C6aodXuGj;2X?HE#rAnyc9!^FEWRaDx+hvQeH z%RU`F{Rbf0YrX2MTuks4t`)EN0;)LS1`m|S2M4sLIWz!-#w2PD4kcliwpQaN%Ay@u zT2gbFZ0}tPx|V2+#v4A~hQD1=H*;t?8+`khz1E|0aea(xtE!HEJQde+7Q5Ek;lWUg zpsO&cW86jM2u=N6>|Er2c~cbNHpa!rw@@}Y%qSQDzadIR+xv6=iw-TSZ)IAO^|R_O zusska^;IxtKtjO2iyjzXzcLdfX;pzt+mZ1PLC!ZU7 zR4T_;jQ`m<7K5Dkx@A`~;0K>a=8Iaig^Hn0BQ2$ zX)kWO=?m$;v~OJ``|SH8h;S$?9t@QvVRu^xRLoF*@G1@szpXO1M%nO3S=+kUFR4%? zR!7u-Rl~^|Vzz-&*ZrGdWlG(k{_X&5lSLhby?qGDbuq*=(KQRYLTPB9yx%_er_x#+ z0?O{mTxxHqCe){aard`1ov$QE`OziTFy)CwK~ z*!!)BgMv^dGL&wMW{%r4g+OGDvi8qU30FmthTe#7t7S{O+%&_0VlSR2^MKtM5J*_^ zvvQ0Hr(dyu8fHmf`o1jabxjQHwZlNnWx9yyDesDIZQU)VrDY9Tjrz9YbBLXWMx!Vl zE-aai6Q2d0H(GKSd}X7poM7F1Wt0Y}cS&NRB>EhbVN=E@e=td_=FyP@RJzr&=MTKT zeNvks1)2k1D4^|zO=5tit3W~>*?fiE{C`)x1%Lu@^dqzaeS5KZ5W1k|X4NTz%bbSw zvgriTo_BtrI@&NVW9BWa$?7=Gxq*>l?3A5CZDt)qMu$57%;^(+$Mb zke~+s(VVIqjrh=XIidPAurdRA-5iJkfoy5R5u{vUz@W+xOr(pKNC6*~43ZJf-mb;V zul4h9aWOICQy$B8$}7<#k}&J53u4AL3(l5Cyq4a(e6b()&YiRB^~Y*m3@ohIIr7Ax z8+PDR@^DVEAFV4Gko4s@6ovRJI%d}*{H_si5p7l!YL}H#dBY2sEwFX%S$PyvIzL}6 z_u14f{~3%2X*}wZs6N2Hl=~XmC=L`=nw~W!CuRzfC8{j8kNqlsm?s}#>cKl0ZFuMm01byub+1}pB+fNsS(1JlZ+V`IHp#J%bV*4Dsz_87yRKKD6sBht2 zOLk(gxFprD7WDGF5utY)5{kE2^G!*vhYJpWciufYyDAq@-0o~GqGV*?ct;i=rD1LO z#GarcY7@x0HN?~HY63Ge&IDFzcUU$}v^5%(iuT*5iV425%CtWzV4ZGmEskL*{2r6fJ?hI>H zk5^|Q{|d7gMGh07C;4@4vDF#NHHwbrrVIjX7 z$M7EI0<(V)sJzdH$7Wc4-NL|-lUB8V?keCqR+jeh!Q9M@A^(pgP{jQ2j)=pAG7DT` z#ZO%8&Y;!w(WhMZ)ExoRxsKjs3bwhIN-GZ%xDkC(AHK?`@z@lvDxpwqKyV(+*xA{O zLj$}WV4Sf@KQY9ouyiWNN@VYp$}}f9I0gm>KLTCO&(V)~RvAE6gFIrfnhCzbGk?nq zdbFsJSU(^+AHP4p$B zX-NZ#nGjOag>3RzaAG4Hpu|< zIw3#{1x@_w!=SN)LDhOjjDWiFO9(P8#VD-n4RIoTH!p(%@PK$K~@$BZ6dvqUq@9 zNHV=7VuTtIRqATPxrH-BW5T)>xqWf4&evwgW9Y*({f{M(8?Xn4({?UAcbf+tgoRa! z4N~ylmLR!%IG|szAGhhaZJ;EHqC@1DLL^~DFWF0t1FL7}i%ij}R2Peih++ef>OJr; zTD~nrzB}^m-w2YiWzPD1`2yHwe*?PmW;4TDxjH9l{2w=9X{5fqA$3-*Ts`V)i+wZO zurpghN!oy`p{8K~hl+0===@%t-byWc77mwX<4{%(#C1@^h{f!ItDkbEj!8Fii%`P1 zrOe7DXMZ)!X?NY}Gn*u7q_+qi9UaZh&!7I{7$wQl!hnc~h*;a$V4$P3wkT~TlNK{8D~pfXnpAO_YVCKv=^Nb%&IdMJf(xzh36(0%UI)q8NH5#v z(B5|yW2NTjr)a~%y4Ajhf_tHa4c=2@fE&LD11tgt!wu7(=4}OWygB*SE8oe8aJ4p{ zhyNU)iW*$66@p}Zguhc7wlKK#mtofE=32goKs78N??P2PzpKg!aDD0q7NcM3d`>%n zC_UfHF`8P`sd{=9GDX$g`lb%ErkU5AgMfgb3U1*SPFQ3P)q}BbHkoE9g$DAQ$wHu( zmQS3d&F$^@X2^M3`^bwJVi7GZ3D2W%$Y{K7N9151 zuApD9;`x3nl^(oxpQ1i(4>PYt#N`+>ai*r4@1p(|lyexiaPjn6^8K>%qqfRAi-7n_ zf0XvRe#M7yU4Sr_OYP|)fnbSK=hjE~IYyPBlpv)K{i3dHc7aWOXN11O2+x!q*hI97 zKR}S3`)jjdgbSrADtd|(k&HMF%ekrED%joE^2<7)@jOz z8~Sv-r?DN1V1!LDaWy07;tqfmwvG-*k+0#zY*x(ek>}<`UbeLQOY~o2V%s{U9djiU zaQU(w9}Lub;B-W>s>|$W|so;hGLKOQuY0};5PJ9T6m9x&v@z_VY`L<&Wj{^&wPvZJRWE&-9Vdc#4!{T1I-E z-Lb(Lj7T5P*h^njmtGvHux>ry|WX1;lV^i>?(gyG= z2I2B_B65aRLbJ_nCnX|;sHiC3ge&=>UrI#b`--FT5s`#4ZnAUhWWC{HmFMyVYu&f_ywnnnw6BKv`iasF^lWnW0lO(m@}f0-YAo_yl2oXAd;(=q$cKN z>PrP!!FA|kMsec{`gq*aGjS$?J->@Ujp1z-wV-}!%8mlX-Ya!U1xF&|Byy;Lq5Ldu zt96zqrEw!F76kgbT->H_{za`_sLi4Ra&xI91{)NUaPPwhTG+zvHSROPmFoN)UDJj# zDujzYNU0~u=S#-XY+jQ!(1YeJPhE`t!8jS0M?|%>Oe9vOQTfRq1pf$m_v<)JzL;SH zCI^R%=NHDu#dQLP=HUCBsb&HX4RhiF-U9tTvSi|w;6{m+f>1YB1Q8p4rTr^zw(CV9 z@<^7xi+D-x#z8_e@L#zUk0>da0LA80Q5-FN+h4D&Paf$1U0Hb3w>2sq=^6J)NEKOj ztNyY&1X^1=@#vpK{D##>3heFvoBbQICy-rQo?_O%X*O(eyxt-5DoBRS`^SagD6_z? z^7C0m_B^}^TeeT*h^jx%F)EG+I@w+x@44g3qfNgXLf6)e-g_PXtd1;%1N2xE zDI*ktns(#A=4(-9O`kK&t2)bJ3M02AHayM8q}=TdlD5CNNoqqRrA68>_3*gRhC9jH zn7QrECzy~X$aey+sff`bvFhQ93ZrZ*sxriFuR<|VvfsjTC*Mm-sBN2D!d(YiJmRfi zjrIg{SW3Pf&XRHCE0Ap zHN+ky=H1{V@2# z@!OTEa@Mcmbfio@pX7sPb`wK-aah8|Z_D?l8a@Xx@y6HQq_@MH+hoDTiqQJOa*fE8 znZhHG4ZwP$0oeb=F>_cAvdq+xZ1w)ofT>w z_u1e5`S_6x0r|u?I`Dc1niG0su^)e(jlCnGFg!e7mpuaD68;FH!nU%Eb=Z!nHg{#~ z_jdpJ-%L3;Z7%&(pnW9$qNF9a_cM+wm!ViIT{5VKQ^G|CGa#4LIFHXqRw`CE-OKjsPf_30f21fGwbqi@(amE)$oJhXS&lD0;S!1xmvs_ zF;PvqFW+V!c9!!T|Gx1`TeG&4S863P)I#$iUrl*cL5iEJB>@qKskD4gTglJ=fK`Kq z#j!iFrxpAC{$o(TVggOBxOn#p#r=cFv*gP;V?hWBoMUY~J2?~gY6Z*Hl~bdvp{i-N zy$JsvBZQPN+UdI1y8&2cNm&9rQ|UA+F$6n@Az%|DbJKM>8?9Hc+!WP52v1G zz2PCo#PYzOYyJRedgL)ddChD5=H_H!lL@kLx*1$z;u!g@ZG(nRKSX5hs*k9zrK1>q znUbsHl4S%dPtQy*59YgE$jI=i9Cz<^{zQkhcg%z+7RF!it?tD2sWCza&ExQb;Khxf zz^PEDWaHN}T8&{pDc&wk?6H2};e*t=R6p+gpA*%_CXAAdtPv?=p|)pwI^kV0Z$j4K zYhJ5H$?n0Kn9^qP);R*ycHdj>+^DqIK1WK;4@UB?Z61^y&+5!B$@TaU<{H@($jbX(E*{pXoMqY93F%to(fE`s698Y9N%B!`zNt7GYSKuX)<(reIQTVK+c6i{&&U zq>Od@W#8L#rKHpkE)H#`zB9k;x28L@Xgo`k9(v>HwQE?fZAS zGYzC7ZS@EHu=KvvDO{?v0%uvqq$|MToN{A+Lkr*`91p z!w74K1~lT-5Sc{cKnH*rGLh6vDnXW)$A=<(zBR%^X_7G%C7y8B7x5t460UvU;`tYF z@%|KHr|`Rcx>5L(57eh$_de)Nd$;|&wE{j#Tko^#sr`WJL?f+SbcmbVWPpD0UjtxA z8GwExf{KYzBXj(U5-2>HRnu8&1Rqseu!r^j?C?ytU$c3#P#Lff`hP<%JZeKt%2Mu! z9DIbF8+P31=bsU)P1f4%f+iUFoH~1!QnPE}--Bh$5a+mfil|f#O%)rwbzGF>k;Jfn z&Eyq!4X2?X3uzb!hlC`SE&H>J@GVo|5Ce(mZ&2ykyaQloV5-TPxypiaS4b%Hi;qZ+%7LXIfnXv6xg3ubpQ=lfyWr9#E zCiZvILgiDGnW^b%Cl-skchsM}ylkJIW1)N2a74YxkPlrUDP{_ENIR}U@P;9=kyI*< z$u-xvNmjj!WZs`WR(pG?N6?C8;Qhx|i3}~%21MQK)q1Z*M6z})23~R;b|n7yAJ!|w zlHZYBZ`{q7WzVoQG->mh;TZ-47hVM661t>5yL}OpmM5=xe{w^hSM6f@}jL@ki^>Y zC}Vb}_nT&i-%`v5jq0Z!#j>&=*zMhSRlz4(tPa4L(X6djGbw%VA$q1A)BARM@Ew0M zS=pe_P_nc}jR48bsohCNm4+DdmoGg)P|5egX3B&w`oF2wOf~G2R)5UT8i*b3qv1^`-4pIhxa2sd#oZZ!{u49zO#- z!e>irs;UuO+7lE1%{nLR9B33hKNd}GYUn2r56T#yy;&WwnzJyv?J7H3C~rsz#)Ss# zNgBwij?mg`p~m`LOluL6)e(gEgIAY|(6A{>- zZOSt1#~iO~h{LJ?NA%A(rZT4zIky63S*8{`DrXY5k(5)&Vh>`V&I#ycR zJw<3qcg(GmiE-|FLMs&`#UuvK8-b{v!qc(YCO!w6VLF(g;5FDFgB)BTaJbWfPO_{% z(=V%u?I#Bx-;3p*@Ml!O|AbFkv>_jc4fJ@a|;aH(U?T4L#gjR*Um&6S(lNYpB2pil~qP%PJ$X>hjTrADRAv5b19k*0;k(z4fT z?{`;{q0hj0uJq07<3FuStK1RpA3uI*cQ!9n#Ys{N(}c3gW5=av$!zxuH{Yq0d=m1t zk^Jh8ugoKCbWEmk>m?TUizH@l_rJ#^yOsZU4xq&4qg;F$y z5F-VJeqX{gi_7nv3O5IOn$YP*C5~tPPHu0MUB^@Mj->1Yrbqpl6+I6o;3tT=Iy^=- ze|Z_gmWxl*I4#Ay3VM~*9mF^LA;$DS&|_fmVw2X4jF*Q)Z}+B%VpENtBj)lJA3Teq zv48zGdORG*UWg+a{4hjONAUO-bd|FI{`bB9Bi_BZ*sYji3K@N4vO25AmDeU z?jDZJ)zRVHn~e^9{5J#`2A0`VlpaRUN`;d7aqffCB$6&Y86bw zirL)B-3SNf1b@(h-P|rOFLw-KDSl!|GanAHU6v#793GE)^!oO)t95m#fzGn^MRD+A zSC>TCz`O{~KM%CO{1!`ybI*0^6wo;K8yD*xjGK{=9gwTrITK|xHd^4g@AO~{6B`H$ z!7_?6%c$-rV#(~N6keseN=XS?{q;1VaQT6p);f-%%-x7Wr{|UbP2&YwNvX6X>)|yw zgRI+RCRUq;ny^T{2;BM0{fg_G8#eE2d)-=VovJDWeTBAe`7oS!l|Q;#-Ru^Sh4pG# z5!~H2WhOuK3!#Xr_%ktIjExu42k_sc$E*P9LzHM$;#MMvYvt0Rsi1Xx1`zWx@owzjqh zBi6Fqch8`t9voH5=tmxL3DAKNx@Msz{q^WCm6oa0;`|Z*kX1d3#|=sR{~a})6cluh z%)-Je+Q}mUlHF3dIWLpD;p$Q1q^rhF%%0F=cB0s?N>@f&<1SmbU_b1zeL9$QutJ=iHtAgr(jg7is{OOCjE6@ zb8b|q#Aten5r@>pd76mgaP(qgtnw5vnOr(K8JDJPX>m9|7fav{k5}8un<-l6*dl~t z_Mk(`m)lRb4#zgc=;0U9N$b99VtS(BS>%F1nRNT3h_|A6xe`1t_QuslX1*Xn6Efba z!TX6~)!ryQ#m}{ZQqEXY5yMFt?F zTI>5^19vcRaLH?EEidcfbR!Bp-VW`2`WoCn@RcAiCR(LDf#GwVrVfnZi{6c{6pL{G z$<5vM#h7WlS;%90Yj5uA;nv3UBFp6p7Uz5$WR`u!TB6q<|5wO`1CNecz5P0pl9G}_ zGVA(f@9-#3Bu-K3-_|f~*g{QgwWg|S-j2^XFNWljej7Ho66^h&xf@jLM-*)4m}-U) zCd4cDOl2`s$mzue7g71ysee6h*UPhbu=fD%CgOn5Bt>yI*Lj;kle^lHoodB$J~q08RM?lyaa!oHl}ERmF~HN zD!pIZ*)1aZ%kjB+*_qae|8hlRg8LyFdgX(ksgD{( zf!jvhdW=}5H^eplt3>NvBK1!~F&hY?yLUhCSNl;zYnySg1Z|kUhT^51!fJ~P*4G*} z)8=+jp!T8!mL!Odu=!_l}5xu2@9NS5+HQ20CKAWFi z@5`yYFdj=#{ZD~b_vfn@OYBAwkQm|u{+pX677@aV>1rGXY8VAltH&;l@V{&0Nk1cx zap$)sxUt*$wQzS&&s3CB260&7q=r%mgrsCkS8hnN2ObnEPbdk%kl-dk?*VXBU)#Ak z=(W9V=wDs+tP4+n#GMO!PT|Pzzxw2d*7bEB2ISs(PR09(J8+^x25)TL*jAuwVg6xH`2IiqWQwY`61{(alZvt9oY)Mb)?* zNCuFqOnDGzJ`i&&1-=G&vu)fqoDgP|XwludK(zHCmVC269DXKQEoy>Wkioyy?OY5Nsbj!e3Ywzl@b z`P~MVb~Vbshgmv{U$MvW|4Z#lB-OfUq|FSV!h>ZvR#JND;n6e1FrxT$buP^j* zq>s#9F>{92Xfm1YDSQ(^0VPs%OWv{|osJ4hqyZ@kpz?!IoC=R~-tx&RuPa;qzyRu; zlG)jjzsrl%51NQrZnB!uT6e)lZ^9#$I)t4u%d?H})k&x>P^P2#mGZtBM)gGMOfo`A zpZ`5F@Ls3US(_Ri;z<7Y-0k*qgmvewyETNjUTlf^x>X?kLEiIU%azeILo!F7Nx##; zKuDWn5IjXP=-NF5ATtjm~?@S?M?# zE)g`r1~UFB(uI&g4UU2)?-uB?M>15P_3R94<#m|)p#ucRaYc$*obw8{AtNn_Dq-HU zw$B;9DaIA|n>0hbwo=HOE>U_5}hS zl)m2H-n{QR9zk$nhOpWAI14oLuW8dduv)lD5z(i7k*LNf_(m!sZw>=_Z^s2|#oP2% zl-elP6Q{93Hqi?8h&m6ahAiYn!rrWqNv>yWg$NC5Caml$F1latI5*$E?vH z-Xw6a zh~{;bSb^ecN#}NlfdO`O|M>x+UTku*MWbPc*~x+Cjxfep`^;AF0#PV7XeqKAl%%EG zXNSUj_l%^mz=750b-9_7$b^B&X}TLzqN0M(&;UawR#nR{ulPhT8^Ms#sK5q2`(}mi zt)T-0^Jz2fG0-{RB{6=$Uc*e+N`mo7)0-9GsfA2wCrIW2X)EtQRuTT*^;dxJ!hk)p zy88$?`>fE7{UYm42xtoy-61r0OgUS`aKx&~X84qtp8l&$9i&-+xz)ebvs3y8EPL6d z9HQ8obno}~r|5R2!XxYT>Ve5=Z5)XQ-b`hIf;+2?=`Sn;7{s1#hgw4U3sz>Ngk{_k zMKYD2A1esd!>!?;4uJTLczJdN@#qn^*Vd1K<@aR((%etQTfK_ywwoJrq;hGgR9Eev z;OEY(`M711b@9Az5=aje+V_=2)k0&oe|$W)!D+kNcA4J? z;G*yful6Z@vr#XR8fY?roS;~8#t8DR2R^s3K>AVjqwP}rs|WUru?G!z+qc(sar%K_ ziv{W8-J_)`-!fW|FOP&v`8h#UDk9u|IzOHDP zke2tOQ`2we+;2(SC|WyzuO8ovH3aroSv441^$kIMGuU`bII zC|*=l6dEPh=H=|SEKS9LnurtP>DX8qC~*pW{zMRihg1~Uyw@8I=Y zn`_6%(Iq8Tu>wB$CjNg#n_RPtYfD9Ipg zWo*v22VGt3{pwYiE(T94R^4<)S z%l8BT^I5@_n2cy4VP$0Fuw-g(y$Yu3zEPv1S zQn{f#Gc#|<*UR1gtH=8OM1J_X9gQDf|4@o0vR-Eq>%S%IrK`??jFA0D@DWLF75;hs z-Qqa}m4#*Zp$KueDM`(Vh;gRN_8++^{Hb&R%aBTX$IBmJ09GGRc=J-VH zQ~c-G6fg9epT`8Y&F<5(A_moe3m_|?}E9|Uh|S|4i3DJ#pVw*K-ozM$9p z=JUD8v7}9ez#?baTw%^!8Q;jrlk_ypE%a^i0k-Lf!J)wKbY0wJfcC!GBg`$(bP$O) zJlI5B1^-&NYv3UC?%*(=|0RM}1@NfLn3zzPXqG*#nQ!vf%$NQ+Es}TZB1UHe>^O{?sKsXezQhnqn(U)KwLJ1x z25rJuLettD1u|I$gVpfw(G?bd6lolU>Epq%BJceP+vg~1Zrb zi^2wbAu?Ya=~j{%O>Lng+#pGq$^$ypM_6v`$5-EStK^l;z@8bDm=nbsB^%N6ZHBj> zM};O%!A_~|;n}vWy%bru}*uYJ*c5t8o+=`&n6Cb~6Y%<=>T#?MB`nKOv zK=$^n6w2CR-G^aP;~}KC_VY$iWI~wH}h#?~?9x5!^fbDJm*?8Mlw|#jS&+w~QyTKxM{g|SdpP{EQ)FfQyoQTQ2 z-p$-I*nQ3S;H_-XHK#x57^LSrbM><*gz_|$OA<(l8T!SkM~5T5b#N2 zK0v@8uFJQye2Vn`;@lV{D25DQ@p`d3IhF3VCRjpV@Dupl77ZG3@MmPURPkKzjBg)-EuSVs65c&zY6ZA1TbTSAQ6i7`lV|SW zOqvd_bBqM1tx+e6`1$!fGBrZVWWjo?Db}lew2DH|W#+IA*XaXFX= zjM2F7)VhDJt@}T_9$ZY*5*MGNYnv&zZ7qd24|c7KEv?FxORA=@K{XT{rI_1ZHgr~m zvN+Mx6wW;~a$T5q>_pY`ktQ)q3+Szok_-mgAiz}X((`$@?vndvHHK)u`Rubye(3&P@s-Qc%YLRYhZ0eF z+t$Qq!pzN6O+{6ltuNLuTF@(wH6niys}ue28@Hay*7FM*myjT7ZO!QF>RJP|PR^?j zcV7@QCw9j;t$M>*TKhW!(L6XgzX}yIq~$y(C5axl$nHTvZ=lq433%K0N|}i1&33y8 zDyQ9CU!_+*1|(()m@DcBk0X@|U$d}`s^m6F zq=v}*pEKZI&$VX2;pljK)5ccTj2DLP{(>6$s)3TQ!e9>H_9K>c{k)oC>>YNBqt9J) z>MCLe^011+NV&0e6_f;iBMl7Zga5LGw3hLSkA7_|1u6qB4yBbg%zD31w zv)&v&QF`u9Cx}aoR>irj2zS#1XZ~yi{owMy^{(zrJ_!yT?g9?tCb_ z$2fB|Te;M>HIWrBmj1#2q%Y7#)rix^Uvl_g!M)e-Z?YFvo6wQL0K2`2|76_VJF!-n zRr&L$WXZIy(z=kn-*j>4lT8jG>hoq zeJb<2*?Q*}s3SDmW$f(sD0@5>qMx0HA_G(nrbn(d;xjT7Gx*Iqg5*5hq@@FK=|4)U z=#Y3`9((~qlmW-W^}zOy1}BV*lWZJNv99gPE=xs@z0wd@wF9OGBWKV! z_^<6s0*PzA_YM2gk6YKMSFr%adl~r}cWI4HQvaZ3&) z=$PExekG=%Aw6-hH>$x~{JkePB#P5YnU9y<(7>vAdmfVUc9cov*EhC|9f)eH=*V9^ zRB%t%EzBkMv*Y%2fRAnIwfw!Q2|<9mCuo*+~w-~p!{&C#Q%~Oz(4>6TX;4yZtGXh}P#l*&TM3V7*FHy%6@=5<$d`l9>g%U$lNFgLjf1;tE806{I;;Cu? z@$-Z*US4+4(x3`wVHc56-Taq+Cx2Vz6!PbR>MxbW1liKP=x(i^YH2jsw%JtE!8UtD z3~03F!b?srE}n8=6;e6B{LYnjy6B^K?mLDkSdX~wWG#O3yef14u~=m$9g2$54qX^a>PzXZP?e@_eE}Zq>%|9eq=(06sKWw=bD_gpf0V-HTIZuch;?^Kux+7J>Xv8o|Do;6CJly)X&*MKqnj2G894PnMBua zDBj^^po*h^JT!YRH1&%M*$NOc7G=n%K-?Ub@f1+;PO_i`c2o)@jRrHAVfPOoj`UN7 zF1~(H1L#1Y96)~cVPA6-9ZmP=C&}*&TSPJJ@&tn)A#BGoC5-JlIujXgqGY>;$6hfc z^rorZ*8Wy+Uag}n{W4>#T;I1tBU{W>X&9Yaluum)W4D2 zJ{&2?hn24#E~A^OzD&3yWPy9=dH`OaxUTlq+49qDB{XjC?t+49Om}t;d@L7zJ4#a@ z(<=CP`z$u`Aijq7q$a#-u z;YrDPh^!`V^hW{gu>;ZBJPg7vBqCK;3@&u&!TZce#$ziZ;#VMv1@LAu9N92`R?k3J`@+xzVgR<&PiC4^pVZ`q=eDsuKN5? z-p?A1t{2VeDO{yY25Cgb!T9KMIZ_z0&CP;c1{g*bBs92Rzbw3hagwHf{@2jacsifT zwOOvyWzCv*D9$F{J%T+`!QyeR$_Q2S6RK!a0?lsEEWSet7KQ3*xwDrS9bNl)2Swjq zVb`>A4BqPo#~P0ix$;A>+HDOKD#s>GHTd^`y?u8))&KvtLE;$_OFp$cRcIE0R6SDnf`5$u2UoNoEv=s{k7SAMS_p~VbVHo^PMg(%f@h`FzUR%}E3mX1(;mxaA*JliT={V`xLL>kgsAdF zStheXt-j*JV|ztJ7`N99RNdl$HqE{D^`j?8+KtPLkIFUb$#I4Tu4N=04Q4)m@f;wD z)*?Ul%uCY^26pE^;aaurz7lljf%n8_TB=%g5uSMrou2ElN{B3J>3Lxl923%5k6}r+ z*CuGFMxGy`VM_G)HS^M@GvtAonDvHBIy&{umOB!EE$%%a8lIPzcXzAtU8Uh2d6&-Z zJa_tZRdIl}N;9?5drftsFvsWq^6WN|nEZ>|Gk>1O*~&QG=_l>oo4EOqkk$#UWL=gf zJLjkeF{+%iKku@-bIGVGDpCPH5?qNo#GL4)%xdG6s;hV_%?ye0`S$txbn3NhC&1J}ow0<~@7P+u90X0-klDK8crigLP+?UhDB~ zeu;k}zv$`W8~SIjs=F8lTMhLAx~(`-q3Z?qHSx)x{pUT2&WEP0ZC zTj7~%p5SQz8)=2TJWm$`-AwYxv0&|o<>U+x4~zQzcJ~Pv-n>b5vh2o_<@Rj5@vRqQ z8Poeq#9CyQP3CU7dvL71*Ts)eAEKkBe-fXS_4Uvrbwly=^gyR&WR5fD8Ch>;KBcI& zPAw_<1kf;Paww2{cRM&xZM^RE`?QTh&0g2y5`nY=M#pyB_YuOhN|R*JQi~lT?aOFQ zz76_)x^?uxdm;N0A&bc>36lSqwgV|!ZcM&y}c- z9^JmCsG)Ix0?n7&!b}#jZ{8>c*HUjXrMogaKeXb|r@Og?RYyJNkSIH<@k(-QlvTSF zLo;|ujJ<55m)?rPaU;5$=tw^`c$#$nEuJUH__#fxG%*52byFK_$oY7o9BV{8$upAZJ zR+;1)Rd>%v_DqXE-*K2VIHCZw7=0lnQ9DDarmt@xW`kBNS=)|L_Jz;ye_erzCpK=| zBWvgqazB8qaqLYVBj}MuS}BY~;{xvmkaXQ7v7xpMwmhWXLnF#;q+79Z(NfNQc3nC9 zq@~NoeF_W$J(n7eNexO5QzmT<_jux7U*&%s?HBT?prv7=(Am7Xz}Y$Y z9@7QAJb^DHW{MIU2`UNuyV{wNMS^oY*RPukq?c|7pU<6gx3?zqu17TV4>^al?l6ia zBp~1UziSl0SSo{ptW}th;+vMHXF9pY^qdl8mi_0pS5$oR)A6}^w~(9`ppv4m*xMUL zWA5qU_~*CBD)!G_CxCqCPLQNPQS${y5*0capQY}62bCd4ruIX&x0Mt#J2Vm-2HAU4 zN?!TjKhl%NG(4*BCaV=tUhdto{g_}Xqf}}~f%Dio3XB5%KJ-gRh%_G?%tE^C=O^7= zCN(jEiJccyy_^qjadVpp6BNJLuzaE6Tc(DaxYpJ=aHCXtKV~IoU;98qWicAYM)E9= z$Ers>r?THN<1pEA>qo`oKSjlNg4wf=CkWIuHU|6p`riE&n;$?@baGNDbGltKY!2$e z1m-7B_&DX+zEY)+99PB0I(g1uWbH@W!c$`VtlEE%y;)m6uO(5g8K88TXLy7o+ajYK zwJTFAD;){5=RyF{Z)a>LiHK+%+_P`1-eNRU?_h7Mf+7*KKp%+r_E&jnCJ{$ZhSnqupp>Ubp{Unvu2W@lE}gz zo7dOP|ITjA$;o;CH?u2OtwJlMTadLdbDv;i665=awc)Q{->7|~oY6)~YE>Chb=X~!C_9wJ@%r^m+@Rdb$yGEsw@FHI%)DIp_71A> zibl8;rGK!p+e2r|>a#0s5ys8UCg~xsNQxO5PoHNCOCA@W=oA(Sa^M)z!(vE4cgT+Jyb5Eopbj#Xk}@IOMfFOMAXTSF;e-P2<^4jvi8yv$Hr& z#PN4%2RQcc&dulsljYT^mP~aUg-Ke0WsGa-Z00OHN$reVXt+-n@jr~Q6{L$Ond%B! z`E`jnMxEJDG%d^XAllcuq1DlGd}+1eY@e3;7NVNEG}X1`{%!KRzBtHBJZOq`N}eg2 z8c<(yI6+t`Qcba|@N;NIBHx@SdPfcpKAGIg$ibm^z?pKw;SVTJ2fM^9JcTXt$RWFq zKZ2~#!>L}@%Mhn`Pd{Gt^#D#_$B-omy7MzjlMy0y{15fL&Rky*dgXWvq~`>@{@Qf6 z*hJ~W?Gy#!RFs-dsAU~3PO|vQ$}JQQLj-fc5id+Q|a8eD~sJzM0WjX4`hrN9ijHoF!9jLYLNCL?aJbE;Hp*;`lvN zzPH=m1GT@Y#%cz+Ggq!;4SLk>D!Be#f9CZMSwllZ>n}yZ;K7Mc6FrpR*qtu-T)Kwd z+_O)P5PBHh&OVE+%52%3;Eb59E>3vOR&7Qo5hC|zd1L6QTc?sQRd#8b~Fj3U8& zS6#i)&CLzSnN8GR^tP4!{j&zkwk_C0Bu19G2_f z=#zxMzf*_B;$kaXnOt|Ioj`vyQ{-~mwqUY8*|6z@1!85dweQ7TQcll?#?*yKT5)1# zKHL6z&q6iw_)>U+ecYaoK4TkV5zrG2m)nGUnwOtH2sWv30r#7Q=Hq9g58Z~o7+3+# z#Ew8+9;A^{jLyu%z!m6L)GoBhwWM80mUN#@taX;f*N>IC@#rM@Cqd-6s z98xR9WEb?2VKl&AF|i1TzE`Xq`+0c$Zu}@`$7&Wi^fg5AD!Y$HThT8xG&PxnQbkB( zK!uZqnfdK423g%4d9?qf7MRs-`?LIw0nCg&MOXWc6`Rm)_)h`fwnN}ttYj4)Y{%?u zb?m)+kFS5Uu7{=w1j`9cyn)4uw&iHnCQjfp(5t%grRYPR@ZrOeK(#P(Qbpd0M|yeS z7Uq`RMq(poQb_?cRI$t}zR<2qqr%5qc6FS$+EqN&V`0=~x;rAlXZ5}L8j69$R6=Tb zeSJ>v)y1b!;^&g}io#pofA|m*9MTs?r?d~i6k1%+Fg@Wrf3)o4?7Tv`VGLb_ONXhx zy%?#$ZnWvc6GHe7ttImnf7f%dS%<7puI1)uFKj$~F??eJRpgsXTC+d3uJM0ie`|J6 z#&X_$Zm70B+u*UdRdbZCFtNOtk4ROCZ>ciXnH>}q#DnSwNWEef4cn{V{9S3e*$p8m z^koTxB`@OCjG-rOn3VBINKYa4TpWci)H`w64pEIu9Y6ly@nfAN!O<^QD{9-?9%yB1 zUp{zrgWcD%(!mv3@71X33Utqwm6dhpn{8$=uzl)q3S&Wn*@R7N@3Jm_|HAHT(fH^B z)~i|;xrdNmK>&t@_z%DSc;Mpmyg6uE%#T5^>N2IZ1OyXi``r3li|h@8$L4?jv>d4P z`~7>NCD1wBxI6~Th->}czczftKR@_p)f80)5ip{c1xKo;u5Pn|fkAIypIVs%ni7X0 zM}HagOJDPSQclBUORU6FShL|!bIr(gkV{#qZVEFT6IAI%YHyz3F7@~R8t%da>MMRP zAoudb%H52I?$&+2voQmMgC|fw@f{Q~;4xgf{rus)_U|SA>_;$@AD^Gy>E-2h&Dq%u z%{xl()ECfROTg@)jlXYc8G{VokrM6(RS*VbZv2!WGdkbDf8Twkbc_bW-P+n%7)oE* zoLO2KS_b^Fi9Bhvd+=HU$6MK5>!`pn*+4Xif%LpK4> zePCxDgv(T5`GIqOSiS*AHHeA#lnJi^RY5^P)FBI6VS^&XW_0KlX^xjM80|_HHLal; z8XD@ZxLGkMjoGQ(5)#{ezt!D)VgKdGgRW%h)azfgq~?>Jzi;M~lq|8XlJ6lob$pF~ z_Usu+yUcWMzF;~gLav1)!=)=Dgo&f4M2r~sj0SdCCG+$EmD^Kf3i{pjj*hc`){2jI z6(qhnm6Vn|ur2kvp5nC8-o}8!W}{QYbwi)7ZppQ$Jg0bsghISrgPcV5rX#yIjs*Wj zRnG(-&HO=W4FjV~*!PVm8;(}W80Kof$Etx`xDTqnUcs@~7b~z8* z1|%o*0+bbYG#=R}C`gCX6UHTFs;{M)TX$CPtlR!E{R>=z&)Vd0Xq{07-OkXL_50_lEWJ-f z?8X$_7xz7PP$T>1uQ_X>j!qmqW)kPw=sw;~5*p^w;K?RpXgzNG3O>c@-V3Xi-DqxV z!Z@+5DwO*mW&>#z)*B&c#xZ*rav8(xBqb$@9cH;aI56O=-62=Qj8WW#@AUVl4Azdo z=_799Tw?FV;ey`WXIT>VpSRz*abp{oq)Gj|5|0HwxGFeJI$sbsk~?fqpF1b=nd1m= z^~;VM2PCDW#9YSJeO4#-o0^(hw0Z95547&G2Lp~!H7oL{&udo_3N!1Hn$HyaweypslSTtrFVj+#@ME~h~ zH7ItCn}dVnCDIL3WG4$0nT<5%nKtcYb`7| z{km5>;afsN=ud_0s6vy7)XhKAh&FgHT(}VEv5uYv!q=g5S`-tDol^2&m6nPDr66W* zVN914+Rm{Chf7rD@1Ew6a@vcC!xEv3VVQdb1g_>MQWFYJFu9KK`^m!l9J$h639*2! zCo*VJD9SQ={Rmz+Y>!+syo*-NE+&M0=r}m7qQZZ{W$UhE4>3xFIB7)Wbkd8CP=!)C zdv*kaw}#PLfdHhyri~Ay@O1bhF50BAO(V6MM`3;e3cOA$^A-=}wQ3Kil=Q1Ajl|>^ z79QSy@M3_<6EaQw%|9M+CJHJlD*N7Wb10ecpJ+p)S-K~;+LBa-eXxov4{;g;7)c!= zpcjDVGz2sVnjCZB{$W1YrH40SF^%Q%wq3_Q!o7I@nmH>kFCQ%s7#I*hkX#f_o;*7w zDu0*9hBzh=c}Ez4-AJvUd-LYa6*RU%Y7t&b3HTQsyNHCYGMlh|4U}*vK0e(@4Em1L zF+OlVTZ8kG*Bmttt@+2q6N^(_=w$O`WMaBp&~ksD+721df3xO=^**amill3qy>V0_|9rQK&*J8%@p=P~N9_#Gx13Bi=PYc~T@<*Ow>U+-`5FXlZG6-*}b2G)ljq(cGd^dSMGw+_}1?VD|SL5vDw( zdvW@89}gSTlJt)n&%=~{oZegcWMqsO#@pK3f~DQ2I)&F!n_PtIK*8Il8AF$2ac@A% zUIi{}a6>@rr1>-Bo8#feHy554T4|(c_Ke-E-c-JOag|K7&VI@3>E=aWA51p$TyKi@ zlo@A1%TV4rB%*}Alq7ibg&wyIaWuI6)Ht_Q!4C6*$Yh8rvZKJM!snN0U>w>ovb zHTJd7uCw}_yLaz~anf}KG|U> zkKzpJ_wV0ni0%=OR~k4dYEP*bShx2`_!lHQeb_Fjs9E(g<&m3?dO-b$C-3Z?yl7-) zLpYCyRo`JS!!Q0Yo%DLjWCI5g;*PG&kMvSK?|Y?$_Hr5s3knKOH3u>SWB(~(1`NQ)5J!&1k7@Lsr)HCzW z9pw>&la)IzUQn+b6StgQo9r+j9?s*JiSy=FKIAsj+aQ-J&&|*B)<-za$lX&_OD@w? z?DbA{Iwma&8z-j%9^It^fsz+ZY)n0r#l!EmjyA_NCMgAnutmIbeIGvcKogQ(qHjbh z`)hCi&6pf31G}T+N%USunlpe1xEXg`V4HrcFqxLca{BaX?q97zkCiq)>?aKg7+gdO z-73f-?m7hp7Ol=*J`cdwT6a@l0~sIM4nr;_QO_(Uf(Ps zv+0_(AJxrqA78oF)-BDy72aPrD{654_A?#VF(Yc%3Xan2EIxMQww`}%f4h%Jzw!_=BnM;l>XgOC7W zqJVv`OyyP(8JLhzmcMw#f|ScRBc8cza1MRVrvW!WyGK!3nf*2KEUEf>WUhk35hUxw zgqy@D+mW3*9n0Ie)d>0$rA-HGRz`_sTEoH?D*r<~hT_^Lbz!^EXXl5!5c62-kwJXe z$RJ$_yLBzw|6ELdem>QvO`qV4XzxAknrgKz)cTqvD<`*S^X5AOJNwHH7=h7+Ni2N3 zE(zPe&Qy=|*gPpNx&1A_LwDL{#S}&p?WbTBn91`Jy@$ve= ztvkU58p-o=%W9jLotqnszcC}mRcu;I`+$0q5RXFA2vqVT+U=j8PdMk7@qKmk9xw2B zzApo*APBPOoXRR!7RE|Z9&yA+A?vz=jH`VrCNAy+q=AVZLQ&ChSbO#!h;&p@>ionYci@37;*PTBlC1((7acJuQhz)o6NOS664ghNPK*)}2S2 z2GKZWj$yRuQN54L?le1a;+We^Q^nsuYKWkM3rS7U;&&j$L`+FX01%MvrM&iT=hZx9 zA$a*I`0r(8cN6^;a$;g)d<*VV*~L+Z?bv{URekyL1d^utkX<=;eYzekepp_v^fG1B}P9gkzgRWe~^%H z$^47a9owoRU?J{?Toha4;|)u_dh!gEgh;%;5eF+m#y&n3^?s%4SeSL7vN(8OFquHa zwNtNeiHPNTpwZl+s{QD+SXx0++eDOv4RhaXw}Z^D#jbRV#(V$Nqp(Cai-xIaq~b_% z4kOD%Z z#r-S>Rx%J$iO5kA=WLio5V>R2HVB~@5q;fd6(k1xQ8YdhPWD+}t=)aG*ujV>d!qfj zH1JVTpVs!StMA?iA$N&D=+IoR%mwQ>bgW)Wk>x45%CTd7t8pJl~lp z0>$Yrzu^`!hQ@OJVaL-|>9`1o^s>evXpV3)c$ysv;SCmNR_(*(WNB-FxHvYLgLD9qLz=6b?16znoPHcfh3~i}$#!lelH~%c`fu*d& z(b?*kIy&87k$^k#MA`wki7yYIV&CC*m`d20NY6jG)7r(YL38wHVu^Brp z#=G-*Wjq%_*z_3!D??+=rLv`k0e#qTiYfqfVQ>YUCzCVLzgfP>jKsgTuI>&@`aA|S zK6vn;dU@`fn#>!N3Yy}MKdu|mo`j2k3H3Yl_uRf(akz+?Zp#)PS=o3P?bh^*`-xNz zSe5Fo3J5t%T>Tm=X7+9txe*w2mr0gFgQKJG@Qx5o5P|j?GPf*(h$)Z3IOC6D! z5N-elqy#b($MedhnU0a0{FtR(i)F zb8=xSDa}uFV(jm)exTP+ovkFD1B3MR_^;={yGOT&9$;q|k#Bo`e=7Cjeo(jNFkwYm zQ|zSHs;kSYM4EV;g2I49R;(bS=Ei;5{i8G}Lvf2L<&$Hj52VayOnU8ozsp%LU?}E& z^N|we-820Ou&fjsuRJ479X6ob!7uR?HzWrr{SMq^EOn*x^~*N+CgURw1m9({J$>j~ z#*e!qh7|JOezf3mB_Rd&J=BN|6BACZ%o{#$;P>c;G`1;w$n44H zlU?Z-=kgnZ%VpATT~_jNBOXtPh_|;p^L$EY>B_ydAIEihdHIXonXwUSr)c-GvW(o8 z5Pvi!jd1*BgC|qg{r7cjQLNemmyYDO`Z+DD_(gR}?Wdk=P5f!KcM!p!2!%!<&g9+X ziuTthr>%Bt?nFI{>M&7u!0JqDZ?Qbf@RV7Y)X7M)wY&Gv zc2W_q@K55WE28FMHqqW%Xqa|O3x#ZMMs5g`u@TS*s$E(+X79pw*=dv);Ue;d{&jM4 za>oINC6-Ta4S)2=($OH>3`S`lu&=MpongQTT3&`spheI$LE5na>b)$Xr!Lxd88{;% z{%9?scERwf2Q!rOqkyV+GXT z0BR;d_KYaqV8kz$07m)7xQ1`R;mx;dDM;{-&1g+fOukxL2q{$sjs7un=QoSXa?gLJ{1CSAX z{>$z;?c`R`t6!ywve1hc;)s_nV=`Lc7)omN@^BT1mH3RVen8ygg`x=27L0ldiX7IT zKKuk%is1VbWw&qNs$u+sf`i4Sb4w1wtSgzAaKi!-0XtwodHrXQ?W(cMEf2)3PrWP* zcsbh=F9SFK956;1H1x~``_4xQ9T2x{GFcpNb$554ML73(q6F1dfG7cYG(^**FtP$m zF?NOefZakKKW4`#l+C@{sU*;yVI+=awM3C^y0^6LS}0GvV??FM-)b{f6p?vt+w2mN+p%h|{ zsvty~0~2ok;XwRH0mx+>;U+|?i9H2iGyvO+8dQBt%h8a0K-&lqdW!6KBDOI@7=Y^P z_V8W~pciAw_hd<^Qo&8h7jV(<5cRFweS;`w&0>si9@_c&Vj}4h5WIqcK7#Q3OoD9r znYvJ<9*vI=5|}xmr3)ZT8K*R;%L`u_@BI*Eh!^--jf)rc5JTm!2e5U1e~TZ zO1Qyg8ZesR?^oJ6hUpB@k8CQ(3s!M$I?VUT{{`w7bA@QR{FCz7_|w#q=QV{y%S!UqqY|1mwC)&J7wfpKovR9y&1^40dV zh&Oq8AM;vJXj=q;a#Y#@fAt3oBf)Xw_ww8-${JtIzu-$P9yxL(uSY&Y&EzV zYHB{*{c(@9`^VYe$Yhq}Bc#%{(9^eLB-&VD9W^!eD#}t*m%~uF6{lD@(z|XgLQQ#n?C3mo=ne@9q5be3*MN9Cq*NR*rOdx@-R&ak_ED$K;9Ma1;N0DkAeRsx&Nx3mKQ3q` z7v=nW*%4^=wWF_(H+}f9@5qtP*%COrZULnnUpU-z@zQ!jzwhB#!YiKXSxpX zlP9OelL-&v cfodod9LRBowu1eVmc;BI2Qx~epYp8RD$Htz)Sb6#{03wOl5oIqP zv@4lc9b`aqBf%s9hr^e@`%!&E13vbxX~^x>)$S)tRIm`^F0VA|d?0n^J`$;OS2{JP zIsM#L;YLRQ`}^W`)Nk2zGX^r;@ukQ+rCvai<>Jb6_5rvOpnpIS_qb{J{R2UlY3z=m z$C2kK@)eW!T?Voj5EwX*LR$ZOsQG*ae8!TucJ6XzamLTQ)ygpVn`Qcv#tB_`6pfMJJXp6%gpGc)IOb)(*+wObIz zN9ogvn;1C4cF_2Yi;DzCwaemwNl;x`U0E5No^Aq0ep*$PBqP%|v=SQ|>yB8~17mf8 z)Jg%aAYx*mFdG2ytH6;H2DGQpj-CCWu{jJcVH6EZol=@|1yMLaVfB7^cqMEg1@SID zNcmte_JSY|k3fiyY~P}NIQ8W>{g>869h{Jzle{)S0d!&z=t^x*Pic)KfFUh3L4EYpzxwpp0twEwVjW6th z+=YggR=_c;muux_lSx+cI|2v1aVu&wuD;><7LmW`nPA>q(l(w^9IoasN2-I<1abX2s3 z>k9`NX=bjd>Q{Uqf-QM&Ac)$@4FM{KhFmC8rb4U~X?q)x`>!|udOslPQT}_)j6;Ty z-6&GwahGElmUSNGJ3}iY#rPz zss(ourV^ZxC#A}CY_@#2sNQ@Y9#u5`_Tiv;nh2*lGROv9rY|Jb_U_$Fl;wfaRiW4-u-^Qk zs>%;X361Z%&su`y)eTTjs%>sQr%ORic_KTp!Cwpf4dNSxavnAX1=+B|r*GB}U`I-v za&jxu#!JtRXZ_nz|CsZUTOyDIvaqn6#6sfPk9wSIum89B@)TN8hsCc?>n?hh*Y5ex z5uju&x5U2Shjk-tg{`%Xw@(G}Um>2FvMTOYfy3ikI*nuq!&>smN7Fvp^6#Z-dghjv zLlYBvL$V_|yc%&h8aaT9!RJd!6%eTXBy#DEp>5bgAGt)fmN)0@d-Bx9Lqn?%L-0rE z{YFTe&*SY*oH&v4XeOJy z|3LYFzbmo3O-5asFiKF_?~GRsRWwW(V(NNsUbA$7!_iyy6#kf=-Szy`=1kiEJbqtq z;s4x#PAHK7XCbtqlJo!k?pw}wQoqlda8*?mO0=yhYV1GC>m3@!FvzFnbUQa$dT036>v)s;zez_7wemDRBGsIWp0G zdL~{v8gG?=f(wCrfZ2K;m5#zxZQlCk=I02j2@l98+UbQ=)?ewwV!eypcPY%FBwOO`yCIc<)r<)i_svWEK zf$C$fL2>ivwzPcQnyC%zfTglzA~}PLi;MrjIOqM8u%(ZVj$Vb|TL*-%p+ zc#Y5j;4)ps_Fp=QA1_-OeX@$`rS1(*t#?KcGyp3Eeh)RxmR0$k=@b-H>ZcV?Xy$!D zt_|=l|7yRiVDp)4`(ZP;`QE#CFVae50hCz)dUt^q0#392KGD8|z}QYQ$e7RX+8Zv3 zk~NO2gw3Y_FhbB2aFzJxow=9JV_k_(H6S)GulC2^reoK?p&$9qXrCfXu%C8jZGV5i z`Rj@bIaKjpe9EG7BOQwig93Idkh`~U-)70gaaIGU1u$I=y&TjSBe1-!8CrsN=QB^` zfr}NkTc!a=!1jB3yClJ)1OC%f;>ZgK^BWBP;&jgg)UdJAr>+gYrN$~LtEkXCIbuJA z5S6I&UPidk8LywBp8Wa;E!E*j%(uPwNDs>V5d1^gG1Lr{qQHvk>S{#ybTB|e@Q@aWQMF_BKFFuGwdR{C%dQNwP!M|j zKqZ#}o#OpMBCXukdbQXhz(F#xvr_{Z|NYNr&-Mal%#skSihK7z_#RRR9KhnAF1FhN zts>S5K})#o`r^gUMfQzIM6zUrGo2wY0`Uc+f{kW%49kH`%r*j?oSvS>)^*04hQ0+& z8VdlkXNJY10WcO!UIAp@$@!}T`vGfDCX-E&qy*Yy55V1_kt<5nM7as^g*lj{MByB9 z3~`GQhAJBy#}}qvc3u7Xy%8G}6cQrwn*axh?dRYK0<>J1s+&xNh-h0yENgc@<XHn^{gtm{w0X{wjY<297nvI)em}8VXCHCcai;*-Td>!m$N(n zVN&;%h_4S=GB|Fb1JPFTtw(L!RelT%B;uCmyupOrRb(i2FopT#MI&C=nXb*7Hcjs0 z;#x!=-o}7Vg+0X9*>vy|V>!JMe12_hy|9OqGviX8i61`D#u{Ght173;KMzo4)C?Bx qe`1P6OP&BgO@w2}{QvR0xxZ1{nesO6KB`24U#FGMDds4c`2Qc&4rYh| diff --git a/_images/75a6ab8a4ed285e2af3448660afad01de24e44b98436cb1a4e5f9dd52fdd6e1b.png b/_images/75a6ab8a4ed285e2af3448660afad01de24e44b98436cb1a4e5f9dd52fdd6e1b.png new file mode 100644 index 0000000000000000000000000000000000000000..a075ac4d0f3511d52833af9375aad077cb58cc91 GIT binary patch literal 17628 zcma*P1z1&Ww=PVm2q>^%SPvI0}G&GSHFGQZac8FdbbyN?T zJv-kV@W2T2jQn(;*!V|8sup+6R8sv%YxUg5T&AKuxd5@smo53LKQpo9Wnu-s6^2I! zeskhrmtyX=GPY)rC%XQs1x;4PU~Qa6$>aWg%xm22WpM!w0_1BY>&`;frtPK66{NoU zDx|dV!?l@LiiSWSQb&o!L_|dD6mjU_(>ILX@EIcKTMZI^{=U?KuSDMdU`5?gC`XR^ zPOUGe)MLxCME&GwIh(_%6V10)$DS9ym%|Iy4~&VC@*`#5*k&v}t!1of%&t6psi&7T zst>D)UrtI+CPW})=aw}QVmCO9(8BSF2npX?um#QB8+ZGu7QQONbOXv`HWx>pUc$oa$v2jl`ZRa1C6~ux za-^=%PZWENaSn&Y<#-I!$ajz(Vk?fRHf|L(OHKd$x>0dh8@)KU=omC($JwK zmSO?&b#zt?NUh26LV6DL|B~gvK1J#SY5EKeTw`MbYP_5r?dSU+V+EbNQ|0M{f`Zb{ z+eAf@6jK?-UCoR9GgR_?+)j_W5=3z+@vuOaeAAE8m9mqq=i4t`xngy8IM439w}KP0 z#M{(FKytagPOsan&mfqYpZG8Pju`VXlbYPO}g#lhIQ`H)BAp*;%C$S z<8QTE>AY`#w6pjuTeJLcu0Ae&Hu;5rP5W?b)|_k^yQzs)8*OD+$?Ev*)WBH^{|?A} z?WMHO%`E#a%W-@Esk>wPXiq5fR!cipS-18p&tp>J+#;8=O0(3DJED1mx7+yx$TS_^ z`?35+g7De2tI*DNv)xNH-YQu0>FgNYH_OVeG1L7MekyPqc6Ixi59&N>YHJ-Qy~$pd zoy|pAbQhQ^fo?qBo@=AvFe1RhqeRp0h!xyf>cjOA`+Q^4l82n@Eje0CDD(7I%fl3% zTAygwy}_N;;jlROvq5&6ry?Q(e-=OVrBBA#w|2aArBNY$JM3e6REb@@d!-wDnxAij zFp;9lx$dhR^SJAeO$V(0kPzajsi~K5{Q?5$@812z%{I`4PnsPa9rLLvu~ShN6*_QoD}#9{_box2 zx5k{;(SPYS;B|L*hx6G!(0(fY<_)cu`za@*QdV6@M*xTpFRW!Y0v`mekkwrz%Y^H8 zgl*8qMsL)GF;q}%(R=lXT1{LYFYp;_OG#vogX;Mg%E>+@t=Y_?v8lB5EDY`TXkIV{ z;#KQmvmz2fi@r3HhvhqjqrYvZ!DM=~wc`GKzKPkHp~8NH>#cJB`tE?1)>OHs^D1W~ zmsxXvrkXJrO`khC7*Q)x%wybAg6I(|Er*->lTXFP@BjE}QOQ|PEX2n4a*c>s#A%sY z@;sg_eW6~-hAz%S&UB;BUQ5Mf#whaL^q;`+aOE9mMMcuUz(9pFp~*>w(l~y%vqQtJ ztu5r2FDyg-#qV^7z&3Y|VM~rDn+=DcB0Me!ma;8>#>$Nr)!k`l$-QMe6HOX2ed(=SF;6Cj$HL+Pw_BBRh z%fkZ=`Gu?P0oc-yu-wy@TW5pIt+ozRrP)l>_;hVi-1O5)dZB@VPsGK=BYKLku3RA` zCtq0XMt-s*7NCJzF^P>EBZ8S+d;<7&;}H)@wB{@!%ZDah=j8QS;*1dawdMsSU z&d%f7j8V)pof*GgYmK1tpvr^sjmg@RgXsYEcl9K1$17sS z-Htyq$R`sQ;JBXd4%}@=5NJpCN7L`H9jz9P|IN|G$}?!A-Rr1)0qdk6;oqW_^ZQo1 zn^1W?e%sjim9Gom2D9Kn%_Rakx>%5JP?(hTi90Xm#p%&*$?4v(<3=?W@9|2WaeoFyfY8x>H@9S&P2TzF zXOADFfypy?RqKX{u zH+x81CY6@VLO$(1Pc=_DJ`$8K#U2!C zTZS7G-4gK_uSpX&m{34j^zd#_4mZ=+8AQae^o7$ zUyBQv&|VnoyA-fC+D6B=H0y_HZG|xVcJY?Af@xjQh*> zx2tslG|QTjog`h+_PX{&kB17p_(+a_@9sY|#8Q5kf_kD=t`}C@LTF8c&vnb0#?)g` z5pCP$_N?Tt6+FLttjV~7Sy}7BnPjm^sEdVG{d)@L=WDsgL$1;MU}jORblY4Ft$FT8 z%Hz@RE|l~JmBZB;e&f<`KHeBV=y=5*L9XSZqbm4?MtFC^ZdG!=yXJYRUB#eI;+0pZ zEG{l2`WmkvWZij2qN8NSz#S?xlJZi3bRRd`SLGE z_N+eBpTauVv6LGIPu!Z#hmBf7^H_AX_>O;x1C@&v-=jOz51_%4!2M>&!Y#_fpRLHJ5gMQTf#K z_Q9{1lk?9y3hms`(7h4EOlpPxgL#H|PP-UozE$Q{!O)$EQ*0I)SMR?sRi0jmrN!=U0j=EVh#I66D#Sq6 zvDlU9JNg4Mwx#?;4ICWpX|aPH`EBK*wchq*9i5G^N@C%mqWKg~Hvz3Li$k@w=_k|T zm+$-k)&BcSr!|5d3sT=|aOV=QUlYgh+0rsFpt3s1N-8bSPxr0i7jv%g3lf>lYn$&U zs{VJsY-3+$!E!r*!|eHPv*SC8;=CVmvuLEt&MW`AJhoS~?jV$B6BK#)#v5 zOl*d-NFCQjCdW~T_l}4WX~?Uz{fL>ZTYC?ipX;rWXTvw8$Ocien9Xrj(0abU=<&(# zz4dcJK^$^L$s6UYRy#%?>wVJt0_iOKRSZX%IXFVDT)#1~zAghvnT%sOc5WL#6v->LGv6cn1q;quX}FD6l%8ZXiHmV5TpQ)RTU zkcn%)&E+BF@8WI2v3L?;HB|&-Zmy3$jjgSrI)_({H5c15fc(7?@ewydF-q`2j@0iq;(A)F6 z-Y9G+_ir@!b~)>mWyrGP3n?-J0*{`>{L*WPz%72K-fJZqW#pkukIJ9R^cFDgtm2kC z2M3LMt7UERPcv{1{jdW;OwoZaRn9ZG&OK^F1dfu!xVvsGNJK>1_TU#bO;gh^7hXz! z#S>LaR&`ffSv1~9Ds_CEL!zG;{Ci)?2p!(BA9v->R4cm2&8_szSu|-*T*3=qh!tJ0 z?*TiRc)WE7=VYRVmbJy5`#*c-jq?4X8+9D3i`4%ISJ`|Z@h~L?T%}>YDOuTh1@K%o?}7N(_LjS((9-shwVi5~Z7FjQQgwhS-Oyn@fE@2iDvSF->Oy<2A~w++$bgqvdn9{a%0V_<(pwPW)PTap`hndm@_Gp*VLqb<-#ml$Dg60w$jmc!r_mDB2D(>v0kTMg96cZsrNPyPq-HrzFd*H#>q*$K>06X>k@TJ0f(;> z6WU9?n@5#+v<1yg%Z0tSJBj}Z{Oir-eU6AsLE zI4ugOoxCL=5ItIIzYQMcuf`W8s5Yk|d#j%OBO*%srm|+RZ+H{4)-k5K>;*a2C(ZL9 zBLjASwO}kO$4W60A$NsUdO1?qn>OjU(g{!8Pv+c6XABIC-h?|-W^C+-ErpJ6(~fVP zhgHTKL2*{rq^)VlGfcILM0!w^GwzY*N^yz!Xj-ZLTtVWy&UIm zuKHxml?)=r@Nyq}qR!fHT$b|upC1$C*nfq3rF1;3c!4|n5$TXv>#NgFN%XYPjB#u% z-V6Iy(Fn%%o3U2mDFgOhM~|jnpr8%TY9+1emWQ?c>%>K#m#}KvxT6TVGlz}mFCjJ! zP#4(oI`w`C2-EWUeABPUe&wqDxS8q`8&g#i2ttTJ6U#Soe*K5Ti@)F9bF*lDFMP(z zf9X=VtJUnfIqH0@&kG#RGZu=i;(&I3w4p8%1D!Yaa4JgQY#QIeHdI@%l-X+sVwmDI z>1FyJdfBwUD&P2*Q6K}}EjGfna<0qgXWQkAyTAV?!*t zNR>+yKDoB$ezBI@dtVwZW*Yl3V^8sNCj+})i%M^Wbjb&4@+apG-sxjCsXabMeQJSk zRPW1(m~f;JB_v2+r}f5BBePrIs|x$AU%k|qOfutzUp31%oS2|pceQwx%V^}lKZPMv zfu61V5(2hdA&F8J8RgQ#m0K9pHv+A8?w9R`V&5Kj*D4caX&?Et*wc_X6Z{qJ^myR= z84E3^KfGeE(JYm*++8}ky_NUw=Qq!ewep-;!t0lO@Vo=*;x$Tf;#AYeK7~lZ;hW@d zec?#mK!ylg)GNztc?Jm8ZO&(srza~$wEf6t#q`7kS!4oa#=gYp{4CZ>6c0V1De2GQ!;@K zj~6`qBbejv9f_Q*GN}p%ST0Ll;qP$MS$L$ufE}{89aO#7Cr|kx@3% z;d+swc3ZP2uXU^HBjGdUvQrCpFWE$8svT}84cobMdbNU=F*2eLoSrarTH z6mKw^umyzVo{Kb#!mF04sYa?W?+c&5*K+3^J~?T<@rX{WN z-9OhLKwrhdq2=R?ynd4_+U`6l=?>rp&&r*4k^cTOP|nOBY)+FrP!_q=!WQ$~{5N(x zFV;P2jweYf><&A!?2d!S>roW)EjNh#`@bMk8AkBvw&y$OA3X~ENJO7&+;fl5Zbcl5 zd4Qqr+n$$L&$HRBDBqKgZY(q#cG&GxiV$`e3J};5|KUd#sCtjRXT)c*6a8$9EL@ld z2j}~9e1~JRzolfcZbOm+a?;%5Y$m<;q3U#Q zKBIg7MQ^y!EJM8{*Jv0MU!dw}cUc8uO39dfqOpiciBy#KoMbrvfTZFTgZdFQ^G8K* z_-xa5)QSZ`bnT6FiN=7P{4IV*H~r@`jKxrb$%oz8#K2j3OdbcEqKmc5NbPe#{l_*sDfvH8Tjz#p=>O8^tI0YLS(qp|Tj)WkoixBuz} zJaX93UMrr)Lt`nKA+)lxDh71UVW;c)<~Bbk{^fsAA8BLSH;FTPJ(lmR@bgcP+xF!6 zJyl8Hj$A!I&0fR}iZLr3NX0xoictJo%)>6JB;pdOcK!|P(xuKH5@CcfvKlO8fc)LL zcQ3hD_Y1Y4)60pC^Ssf1T!RF%Kz2)jNEf>27w_A;hCzIxd&6h%V?GM98XPoe3ulnO z#o3n>m7c9gfJnVN61&3$S{nb%7X_I9wqKW)lOyEi<-JBDMCk#zYG4-niV2ke9q=Ps?BpunRydaJ6|WIvcfFCWWkxa@Zu+6

  • _vrA^>k&TwJtS>iwwS5=vrg0(pwX z$I!2v(+$%A(F(f>9Ph8E822RaEDr>@pKZq}>@$eW_y+|`;r{tpeVevM@<<_~ghRT> zT!OfiqM6c%&3Bt{pSaR;v)*z(#&S8+a&M5t-5Rlpty-XzM0!76=DChmXS3v5fm6X^ zhU)!r%B*=opGQ%QDhm1K6Bz_cBUZsG87zFNRI;Kb@3-9C8U2w5JSjc?CJf7pFDH)} zOYN0bLO=Il%g(Ecte!{5x6X-?5_m59FV$4P%$lnGQ~P4bn)&RyC*#=@k-B9Ey>52I zrqJwSPatG@*3RA8H12ihZQO&g=Uj$4rAFJ*s_apaGZDy9&Hu6_J>cePa|8?@fXB^u zDa$>wfu}qUovr>y{c0QYv=N5rhfj7L$1Tu$0`Lr(b3D8n#g)U8b~Qw1cA#)~QFm}4 zS+QRscR9FSc6g6TO;JF4V4P-ZT4zIhNz?lJ0M?Zr$>mZcGV0>uw;78>x$f?Z*6)e; zC_a7`T=YJ1IhY}Gn5Rh*HpGgFRfFB~>>v>yQs)XDSEzk_{MtAbYt^Ly zBFq<)9-&D|!fLGQEIp1hfRhtMjk__99gbMHy&6%o@Gdk<-=;$%1K@R1F9Y0Bc;75G zFv(rzj)>d!kLy(@ha1b;_52*BS0Eqf9=-JFQDlguh`>`Fk)%*@agVdp^XT`xN`AOs z+@8(H;BGiOpr4#rZ+?l7H&E=2vf$cRUs{O6Mr<;jGSbPZDU+U!yFTj(Agd}}uW65| z&%TUR%Q+B^Mo43kY)pnoy$74GXw997vXDGb{`FlC4I9UEtQ-p8)(0hqG5T6Dv~uZy z!yMdb@sx_1DBqVhL+5?u0rlMO@~~10vM~-NwD&ESwcLy`#I4v?2IWs8F(9y8!n$M4 ziyY;$xR{L}6SY0P;$>)h5Ct+cm%+Ze;I6V4n$#Jp`WTG~q6Q{=Pp{tym;O1RWx*GJ z#Z;CLv55x@aE|8aZfrIr?@rg^PX-8o(lYJ6npNI^35@@T4^ zw045}lCM|VRK7P`z4GeeZ_FI`cRvv#A}+BtNO9Z7cCJLNxi&8n#+R1}0GqmLJ`wDL zNq%-xzv7%%eEAM-O-6Cl*H@=^{gAK8AQP40bsMpH>IxcGR;)+!b#JxpjvnTf$E9|6 z=%Z3X6}E_v_oG&E$sT+~BG;{y`B`UIez_rb>}C?ev8xHxij78#QH9ZfNd1AXRn zUn-^dso7At_revt4~1raT>LT6$U5Hp=JwLJHvj9&Sf*P#?UY9I@o8o#BCt7^>0pTw zz~LVJnX30w1GKag$x+&!w-$O+p`bGz2&EFik%k>6dCbqG#tq!P-gNU*UfH@+TZgi+f{7Z)lNv%Ik4=(PtvKyiQ(hwA88w`JnzNJ zcr{{phpX_-4?kqD4Xmu+)WTk?oGj(_u##zPtc>>>^|e}`2%VB|GwT*U>wwXFHhg@a z^vmysTo7OOC*(TxS9w)bZ=B2v&jrSs7xtyB;Y0|{t?`-(y)&pMM!c77NkoVVB>Qa$)qLp(cVTs z+UHI*NIM#V%n&fJUh{^4+LOb3AKs2YR+rnNJtH1WfPwLei=IAg%t=-uFX`ym^dJk_ zD}+NQ$3Ht0KFr!7sN}+UkF~QEi_Pke&6-Q|?Z~?dB6aK>nCZPNgM+BNZv%spPp?o^ zqzZ|!Y@jmu@>R|#^fdypZ+t~Dkmz*Nw}d1(FN9Q*jA@pky#Se;2OvA)1dRT2ANNsQ3uZoKpsht*Rw+Imu zDaxe+#2gmx0|&f5ZB?C~9oha93lD9>d7zT;c(?LzbA5_n{sX>n6A*4-+K*w5DGj?- zPe2n*>nVA(eHK|XC5@V`a%ou2$smUbm9&ml zIOLREXV=HcP*cjf1<2Fbb7nd@YfAnrP|jGC>A0wHM?GzqH>+NWdK?mka!nu1vUKam74DB7C-< z*_DtiAyV~0wWvYeHzp0j&7YuOyKyPb9Zy!)PU#*LR+6y0qaVqU*iS0XhFZzCMyvt7 zO_7cPzCnR!4f1t1r>W%mS4=GU&*AoDTKY=XOQ1v~4Rgr3LZ7yJx(a>aZ&$wmeZahW zoxoNEW1ZVuf2zJh;~u}JkvoKu)l5<+TWt=nXKdeS`Ty_AOsYAtIcI1O?R@JN(f`X#yr)(lQzugMM1r=aE*7*yR2J%Jbqc|iH-@b_&8QqVFi1_f~ z!|Me~xzAhMI)7R7CSu}fPWCH#e6P_zSn9nc*Es2cy!y9Xt>`VBzo=tn<){foQ%j33 z)G~GT^(1js9RbC~JaTe!F9qjn@r5Ce_Ce5z5s;FK0c9hC!IwNl0Oz6KoN=p_lX4yrR*trj|OM@!RRw9X8xFm^+q?6^Q8U>`ZtL+!lWQPa0NM z6OpD9Uii0I2}qgQsxOI4Fpe`cm&PHH2Y3PatF|TT9H#yLN}7(|EE>OAEhipRyY9#u zv`4GVJ%U%GV`tA>2#kzeT4ei?%f^0Nh*~kjBd^`_{1pFahrx+gpv)zOVciXYBmR*a zL&HfghyeRaJa~rkccP()XjRXRR;>)5$E-CXqvM^ zPan2ZJCG?3U zE0YEU;BO_)7f1(vz|t2a>o5_afLaz9qojF96(7hNk6NJd12&Pkj7$nNU!k3p@l$>o z$OD_(jO{!?JYdqQh=%@f93B-Ps%jDopl$=*Qn!tJy7EW|qczqnlAV;vV{NpAG4&igPeAzLF9y9tv0 zB$w{)3BX&%-MOh0<~z81%Kd zUa1OY?#zgYkWVs}FHHx+6-@$s!|mp>>BKG(`gpnDP6^CdNR0b*mRLF^BBV7(?~#(g zx&I)KGndV(iKzxC8tUmEF3`P`z0(>4AG8gVQ}@nB3$(~g4ItP&0iP*umAgnCl=Cp) z@`$)DUS90li2V%jm20fos7-QuBhXtjBf1jXhU`1G2)f=**xz{c^>9W+EQSIyVZXH;95~6qp9{$(8ej5g30`jqV5UsM=6)1_ zu@vesigGN-&jqQEp`EE>LV*b9C#yVft+V1O{#NwDI-hCNYEsqV#fyn`ty4e=krwjg zsjGz+zNKpzRhxfxM^4B3@|hw;0UP(mz5RsfGaL}s0+*DT-OkSlnN{xQ>2};N+jQgWj+>&T z=_nSPv`$jt;htK!z@R|fBg`Azg+$t^3uIc#0A%_BXaO1H~-N5QF7QT>CtW4yk`4~f#1<=yVl5gsVUWTYX zIB2=}gVibt^%BVFr#f|E<=c2nDj4YK8%yb`tI`m+?|37$Y&UM5Ow-IA>IOV1wcG1Q zweq1Yq_w+IyD@Ch8ILKj^L4Zj1RC-}r;f~Q5Cd8Y^X!I^!yNE1&ev3>xL-fL($1g)4az^0cw1mhJL7$#{9QX+_>tA@C`J73QSqqKCSPtg{WS`IzOJ6 zWYL+KTNnnz8f8ztwCuGxjWMSGD7e3e{g8ZTof7TOVsq*|e+!;HGWRQ^`^u+&rvI&U z>%A&XzvA$QdNuYpg<+@4Mvu(F^N_AoxTEgM?CF`J%=3q{aqiJ}7XF+aG>+uNs4pZI zxjq*~@{zb5){kU6PN1Wd6_Lv7jj*tpK$DErL#ax2^*_gqjYBuK&_sWm5f|_-HH(7M z8=zJ%L4UZ8_o_2g<_@*$@G970yY_HIf9g@8$iXQrM^YX&GWdIuYm`KAM3BG?THDJfgwX^L}?q*H>` z%uBrKV;ww!TcnUSp-Rt)8x+*Ky*bU94N7@HSyVCjFX;E(yLa{U8{2d&EMG!GLf8VF zx0>it?5Lt~H|KiB%*?Y>3+t$4shi}iRsTFZS}lE#n$PBHO3w>rW#x~nkO=`Tth`qj z$bJp!*%i&9%xcZ2LVys@%*~OW#(w)YD;-fmN8fO5{<6aiVq?Du<#rJG8%9y?c6MCQ z1~urtUuIHjo8WCWbuAlTG_#RLSf&&9(-#Ckj zT>;LWu>Ls^IwJ&~_d2t+Dih3D!dlAS#qh2C&GCXw#aWF&q986Q$#f(Lsovh@py`IT z-gUI;KToKN&VIsal=-NQTcV?*+bni_e`8c4z1{&?7@+Dwz)OwIb%)I3aIJLx<=dM8 zRSpggO2+UNw0a=O$;Gv`zw`e%j8)R|&gbBnrzB^qyO5EmfoxQQavW5~L%y&DduwYV!mxGQm&V5f z&3PH6bGLvG2TH*UTw@}L8-ju{(lLBFZwGS|q%)oO*Xm_zWf%?HDaEC{H!Pu*b)l1+ z_kp?{Iw~6d;@=4ZZ|r$v6<(o1ho#g$ieaL`Kc|!y%m;^IeZR;_)Ct*xZ8{KXPBS@4 za8s>45E>Yfx4QEgMr^|xmWhGq9aV$Gxa z0%+CM)S2>NQ1@QVe|ZoZ{r28V!AD56m2rzgdiuDziP;vN2E41+y^q(njbc!q*tpTxt6xS~;@kT@iWpd!X|og|!04QCU-#*a)b*Md|^3q#1< zPY|KZn7)`|{u|1lQ44*Bg#Z zH0M8?fsr9%B7pkhrm0vP59N=_HOt3(NrTxRc&%^o-yACRF6Ids07kT2@O}T+x82>@ zUC5-b-|?=bzZ=6bj%-nI@iXZCnH!8sy8fF;#X7E0ys<~k2ygpQFlxu^K`AFNX^;#@F}_n%Gwf%dbV5-ORXgA3(!8v34i-D2&$5VpyE zZ$LI($f08E;4A_OiANBN3FwarG`4w5u)J@N`RDEb$dPY`)TnXP`kI=LjsPnyQ;n*x= zD_D4s^9(ljD~B(_*XI;gxjr0=t`R53-b_;qW_VG}$2v(5s06Okxa!3&lcHi=35e}S z(YTK%#=;QEP*Kr^=gj`jDyP7dJ_CpzydVn>or3Mw%oKNoG!MZ|esd0$ys zj>=^nD7*uko15O(`?YPq$6Q6l**aVX|JVIf^_DB-`R3PS`2Y1#ctFNw+}4hp7MFZ$ zFJxWzwMJYYRH6IF+~H^LA=Eh`!@$)1fxk7~Fj<2eulxKTFZU9M?pwSXDy#bj39l?* zWR>R;^EX6MXQ=bvMdgU&_DD{@zkii)aGHoDihV}<`SGuwX--2m{t%z#_f?jPzZVX? zEcAZ}&p*~Gq48*5acBU+RrKXc9HxW+!8NvCbefYm19~1%hd@&p* zy~xF$6n4GFuU6%T|L&`&q)TEq8)!N+C}!rN!UX*Mq7svv4%t5*&I}C%Scc1dM0^B$ zIs4%75J5)v{N>A+CGGEa7G#0?V?0uv!*8LH$E2#~DSo_%swru|y>5t!!KdQ;(6e}l zi7BIQ@7FKZLW^-C%)^lR^NaO5ulo}=HdST>x#d21ged z>t0y0W=AIL{{dgvE(T6>XiBWpC+I776_^gNSIB5<-@1MK_FZaDp9@d+nxW{(9}Sge z*(|*JZMXUoy4f#YzNCeTlF3?MOjf-{0@cE|O*2iw=niuchN#g1;6>ksTyAH_25o5| zTL!wH=^Kf!y}YpES&V&d;lluQ%qt;09d#dxP!kD^O0Krf z=dPA~@z#bs=Pv(fF}8UJ`y1aI>>c9j(Z&>xa}*8>w~vMZjxbD8Y-#jRNN?S~ zY5waX6hMV8r`gmrVfCcQ+;YtE!edRb6N@#Qp1EwxGwy&(e9hn;xCI14PSe)yV7@7o zlLXv3q``Upy*`XB)RfE*q1*{lMwXlbe>4G=WsrLZvJY0$^k=en*rJX+shPn)x(U4T zynfgdkq;L}eQ*mdQps;T>AmnG)bXrVe3j>TkTlE>sOw&MBcYc%Gd5@Y!g-`p$9s_r zP{GtaBNmgMPYh_4DS&+-9sFy=RkpSyTdqR4d9NSza;g^go@>Xfr~f3+ptHR6!p$Er zc?agY9K;_EX44!jvVkjd_*9`Up{sJY78bc!#n|lt9hf%XZz28iE?it3_<%@otLa&u zdF{FX$O`=Bjq8gLhEgFi(o4wr?k=}&SGZm{q$JW;zn+uGiVP`FVe#5BJJ-HsQpCRy$NQ z)-?AGJlviS4i9ex!yU{wCZgiEyCWnNi;0C7^81`j%cZ)Fd%P9qUD^RrE!i6~Mg1Ov zV`S8D5rrJt108bYrd3p{69t3Q_Ow3iZv}Z*6X-1zL4$tK`$CPe&MvE&+qpBbrhKhnJE7 zfnI9A9Eyti`rrObU{F_A-^4ySfdEGbV`{y+C>(qRAI6Qe=FVdCFQDzJTp)>{;5FL5 z+DyC*80@H7v>_xVRea;DtV}*!Wbtq}d}n7zZeK=5=Ha$0YS68%jTu!#wZyQsgoG*< z9D`ko&-OLOm;ZYxxI2FxKYIv;z9nsq;Lu4$a#W9x$NBsF6ArVpu^Ek(Ii@ynSd5Ki zo}$B`*1x&_7RbquKKy?HIXTr?dcA!z^H}b{`JZ+v@-=;tMGqU0D-=S2(yj{El>IYu8x$Ft z#%UoSK2UPBpsIwgF~1bQtS%_v7{lB`%g-N0%B&iqEV8es*~K;mY%&p%4-M@!goFu| z3w@9Ow_9vuWCm#E#Ho}~so}ruJzbSb3_$kYGUV|4fiQm`8kkdTPJdPM+M_xA6v$^7HWQ<-Rko%e$h74A?3mZ>#DP;`IR@~JXTYsO zjqw2@1jin;84fd4Juu=1ugiOWvJKcpp`l;C%U{TmGGNAVxnMvu&+T9mYZ)+}d>E}X z($~`i*E0`A&f)Q~T8GeaMuF|JqUp)OrXmbuX0BHpXGJpZv#e>(Kk>Sv0(jIfE{n0Z zX2XSTaCbP#jT=*A^?&}To*wUK$G#~Khd1En9#|SGNbduF zmMN^-55PqxYS>Gy@NMc`bGcvXz#%xjLfCXB;6uYh<<3O~E{9f(0sKgiOo6c!A#L+T7J`OvGXfWAXWbH0@ zwl}RqB19|sW2DnTK>d)ANsONVxoMFP6Ug#!)NE|>ZTCm*o%5wF=GSb6RGvI}-}n6q zrYVf4#y;pWd_AK|Mog>>M)vFMc>G)yc!vt)3|Melz=wZZVA9vz+|rVsMd<2TI^YNo z>i?#ssq#kc&6@<1E>Xok*V928Ld%jmjl9d+F#RP z<{Tikb0Kr8f9go`?!Pu5b6k&M*#8B%Xxnp0Sp)hOS07l#$n3#mdJ;tauw>qGq|1!da})FdOZdPICxD zYZQ0D{n3=nFDIjL2a zwv-Ib@<;&rHrL(HqhKmFFgm(5=&pprQfkTyi`0WAL$&{|vXBcf9xE$RLmh;5JeWx= z%&5Y!P#g^TV#$Oq5{;Di3!k5$=HcVDD&0hf)mg~UU=l+IcAsxPI+Q2s9RKMg1`i)U z#eDQP;EQBtr3(pu&pnv5v2$sfq<Q*Y~cvL|e@f2dV{irS3Kf|O) z=gVoYKq^3Edaf#3<*OzJLlg_$KX8G_$uu-)RRSH-yAZX0P!mA_d*kjw!l)QhQu%s? z4^sf9QU!K<M%rhtL= zLoURbUqm@l-Y%aknFDW@0dsq*#>U2?0T4(^g**o=_f_L06OEf2MwiQAHZ~nxQ9lgx zWPGPUyVhR4`ChHuaBNRb7nLJ zYIi?O_Uc}~bV(Tqr$rSfTP+C#S;bR0rU1*{-O~aph%Njn0aXBg`(fp`%qqD_k&JuN zYwGi$K zgb03;tsX=Le_gk}{m@#`OyAlLW2uLd#aNpgn^_whYM-&yv$QfaGv(#F&UJ<3%oA&C zb1Q+%mrefu0GFAi!R0oZxwG&kN6n>Ftx%}r8062skD^J2D3n&v9dWS-_HSqV9h}u| zO7<2z8+F4PU#m9jn!V<_(Y@}Xb=QfUe9qms?)I4PG4{Gp+2{9PDOHd@5I>Y|e_4I? zuw$!{8u6iSX;luvH+=oQGxakK*ULmLDcbl9^|P*GM|YfsetnbCZ+0#djvj5Aa4w70 z$>wOdDK0LaaIl-z5ycGuocnO*9Q<`bT1*0demBhB-`m^!4aXrGa&mGuRbn3a-Tkan zy2vxSp|UHenkd6aD>FMdi z=n22~FaNbVjlH5%^9mokB*t>$2&%-5{PgM56hgGfAmVm*Xi`$row8alp0O7)_^||E zUt(nZ;FG+4StmHxPQ!n`{_iw9-e{du{OBwq&leRviFrdG-jLg1VgYj5uTnZjzwfHXF3~cQ;0kdfcS;tdJD_rJ$UyDZEQ@66Q+b zSKXCwaW3#LHre9cU(-UrCgWk`JkifruU=i)!tXIYv%|ZDH$|bBUodT>CP}5j zwOp@XF5Bj52;;0W#VrTzZ3IQQP@EzUHoP3$($>@SwI+aWYHAAm&9^aUZbp!Dz-@2- zY@)o#aVBRJufBhaQ;qf&*F`_Ag~1ocEqe@;_AR7n?fB9h7+A21-BRD%ixqa_6Wty< zetp>coOiW0EERL`5tNdW(#xCgcPDn2Mfa9%=T{rFc3*$}dUwEansW{Bwzr6V1&6@j zT0mA>`k1h=@SE^(`6u4{lyoIbT7)sRQKEwM8MTZf>oF-R=`11j=IsiStD=-X;t_&& zrhA>2RMJL2XE(=XW(MClQ+|gv`e1pX&9tq<%sSpJ7B(rUJKI1}L7}1%%X`c*+S^;k zBuuZhzrV?oln!QiaR2i=7FCZAVHF~;9B^IB9$464vgb5kGNKZ|CN9KiP~m>)!Gi}2 zQTT1o)0dPN>dpnBUe)W`ZuVq13;3;I$#1|#YY>m zK7RaIUOM7dEq_Ae5$ypgjf2N1S2X2%bb=O-U$Gi*teCQ18uq*Vy{qfU4N1wv^Cjzy ztkKpd=ZlxgOiWDrY$BT)-W4VTUA{43^y+dDdHisnljT-N(*kFvf+mGia;@s@^w zY2V=tmiqSn`%UKH@`+^yWxj&As!>|mqfu9M)|D{ZuA)>L*5oSc7Kc1B_mq^Xaiy!N zyViYOUEU32!(fTzTHC`^4kH2R{HesKJV6OXMGC&CfLcZ;{~+hlbFd#2WL{TDUc~Oq z7{C;=O#21WN`L+A=Vc=&$3Bp0OUTX+fwfrL6ncK+@%IN9qDbd+uic#|1o1;JDdYxW zceDqJ9q8S*7wK)gFsKL0%1h-3jxY4$cf;UK!h21N0_I)Ui+W2+OG{&J`%zk~{!mfW z&}dRAT{=BuD|lRZA#6a`oYSWVzSoR8xQ#kEgcw^624v(+&EFH(ed<%Kos*OE z>h6bytsVYfl+VfD7ZpXpL(#6afgNeCZpRa(rNN2a6p2lWkAIPu#|M)EPugXi=fl{M zL2%QF1q@DAGM*+sJP2L~oA}!~hlNpQb~N^A7& z6c8_k)vw7y%NPks_EQI@KK!60dJ^`MoL3fEPCk%c^=Z&3^iW9nNvAf|gcGt;pIHlxgvzgvj1zOBoP0bvEN>-t)Eyf-dXE)p0kRLPf78EFSch+x(MN#JFEmVJSBv8 zay;PXTC^@|I-wkvZC)XxFTv8nX?O}I5ni^f_x0;n`^~ZN#ZBj(pq3cnsO%PzsOPwE z#0U4cx3}L@RICzS@2h%oT%>MqyJc_XFg7cT=jqd@&jzCI#5m0r^ttWr6xrQ`Rd{;9 zsfs_kSz*<4vp10%&1I;sXh%e6UNQ7T-TDEkT)tDxGuWo=`BgvG(Gq;2#Xe0HOwtIViz$ z==O38YqZ?DsOt|U6^q&2&NZ{5qS?G&{^dsAtuj%&IrZI*TG7{cKiDr+9Cm=;Z~Rm# z6ChVSK_1NPuVhBukY&FTz~{QrNt$3qxexc^lDy$yPD!PX&~Rqb8QvQOZ53*0u853v zu6D$JAwu`t;rr(nAylk0rW89D)u!hU6N@ZkTL#y+KBc7%uzf00=K_m4{%rSE_LEj- z)5595V42(E;KZG6wPdFy0;VU3*8j9Dh_L+$+xroD~YQOoN{`oZYBff;b!G8u4L*I;yB z5F2oqh$d&XdZrV2-Sfb4p;v0A1$rcs9L&t|*OW^zue*hCqM3o0n6_Ru>%u3zw4AlM zV)+x26K;}xWLC@?Z^Txmq?dl>#PwBP>r}6TP-$M&KLe4+d4vu>2;qC_W8mIux?6OM z^Ej`%%?~9AQ~s?V!N$&m{{tu5(b1u>?&)A8{r0wWq$<9K_gCeJ@J=l_Pvh-QwX)Q{A3QwJlv=A$qM! z5!=v=mNR|4+qd9Nb>#S)mWeB}R_(Pkqy%q%=X^;0x1OH6Dk>^_?gPP-GUNFs-2ySY z8ONTznBG=Lm-+PgW_Bw_-~Aw!)CQRkxz-%*F+y@5^5x;Grvt_WjTRk{QDc_G_SaO` zwp$LIRpOtCPp^zfyu(3RHD!HYQSlZxHT`1cNanjU2V@pkn@8@t*}?9iVfXH<*8Pd~$Ajvu4CdIk4Xm%+_WV0TXm!_LmmO`>z(cqyVotY*r3e~I5GmMjkCufI%1 zu1A($gOpqqf=X^~XiN;_*Mpsj@vb9z@D#H0 zqq2VZ;;hivvJ8*6h8X*XjgDfLz?kcNz3V+LUcS+^@q^V=olgZ<>^x?0fIx)hRbLJ5qf3XM;OfUi!so`slliw2)sFQLJEc z*fFy7L}QXXB}m1bMVMNjoJzMdwiO6K6O75?DrE`g`}GhfaK*RM^HASTSZ15MQfzhj zbDSX6Ri#|CpQnw2Y`Jo1AtAkzBmpTPdB|##(TzVl&Z9Xr8-C^unEaTSFOGzYvU3mzNg^N@{HGl>0m}v*WMeMcR-hb^aun_xY1&Px`Fb z^PE2*cUa#QxIr=*)`ygHYp5M%Ag;)wu>#jTwS8Xh!K zNZG7Qm{tm%PG7z*r}JSUJS)iIMSPZ@fVm=Nxwi z+P`+BVwS7)tOlRi(lS-v!r<4`hc`4l{5+27Ti%$Rv^!4vx$=RM68VvXi8814&k#0; zd1ZEk#>6Zlcb3icVR6{{qt_^BYy6S$82$sXM%KN_Tglwr#$o3CGUrdyEHdOuKSv6B zspmCuXn$}gyJo3~BNk)=lV|1% zCSt_O+-e!@7OI$bU&ZdOBo%KA`)xRjP;xxH!5-SvbnY~qeaLe&O?vtG%mzqq+`fIg zm2_?xD})moXuRh3=#~n5OH8Zf+}^1A?%2Dp3R-J-KHUGJeZ{@v46lCU8EO)_P3b#= zk>8}H4c=N1!JnFU_-qcpdAGeSLXdP>>qc$Yx@{l+@#6N+ol#P&tsf?*ByIUK7# z_s|=(4(A&GY<_&8S@g4S3zLRl+m%8Acf&{+?13Mn3ptvnsIgG`#+u+O1hw55sK9bq&%=HDC7RZ(4L;2-CCS!|JRDcOhTj6eWvT) zCv%`&mKR*}q`5O6x+Wf`#-vr7ZR8ZrOD|B>Vv~ecV4&`wdtaK%4KX4)nH^$;cjUaR zUI<@ZW8^hI@akclY8_1K5at~gtEo1>hnHT>d_e(m7X#ZRRFvqa#;7GJ$>Y^#I&!SG zW2ydDaz>El`aPDAvsjto^{p!;2huwQlSgEgC}?%HGpU&%vDxc1>i9gA+o^f(q|djm zt~$MNjT&6pj>%e|l|1AQ)i#|Pk{TKe6K}1WzmPrxh%H7>)!NPuppCm+;pa{qIaM-n z9@}KK&KqT~t8@vKO?n*75mC?B+N!ZOrFKjwyZhtk&*$mMQi!vU!JwM1n|gBB$KLFw zZ*}CU+YfmNEtDTncNhzWLxI#U0)m3q0nq_qXP0MI<%yqnUEP@Fby&&C$;t95>yt-L zm4!^Erdm*Pn(Dh4%yV_i)2r801*KML@D*0$T$HHOJEisXJ|uG=%1{l{lU+GeqX_U^ z#p73S3L%iQIPxP!u0$^#i@~GqUt_7;OCOp>WxapBRkw3ICwVn+Ze1E5aPj#rov_?G zyUhEtGS*pIB>BnY0e`}0`=P+%4sQzII#HnF`VotbI=|ppA|9{c zEQ0?Si0;1#v8(P4U(Wz{nBL+9u6J`lkxoiiwpdPZ&(-q4UWT3h1Kfehe?kPg&GDGI z6*LRL9p4|Wcuw6N&)@M`<bnR!AWh{^im$l2udRkkvh*U3;()#{$#}zeSd#?k|5%VvGe08B6-s@VfBi0Iab|1yc?6H!3s*UfT3hQ zBnfZ0ZDKO(U2}m@j|aczg`E+eqQ|>f9+1XQqaK&hUOqO_qAT$PLQqKkc?dy|xxF#e zw}Yg8laM98p!3));sHA{P`dHtP~wFq;{ZL2uEA`{j)io|_IrH3CO^Q}gO_QWO32Hz z6+afBr%PCZ^P|fSP?Z~+nbn%&s9fq1;9=gQX?x;QZ^knkF*IbGnOaSgrbhuaf#epj zF^JAe9^FmI)4Jd3AXfe`xnru{*SM8>2PKjhThS@^v38nvGk`|6?L0(2YXJx?XQ@e& ziFx<^eumb>jJhprV|JQzd$e0tcZu?>JWXe#(df(W_+I5`xg-b@FwA3WBE}$t2el!= z2t*NlhYbJ~IMe{BaD}H#4sdg3lHfH915Zyw^wifsgcnLBuR<@G{75uB3H!!R|3F2B zg4pAM2lg?N5b#X-=b;-Z=IzY4D5j_GOjv|>Z}c4Ha~qWbe2s4DJ@moGCd zX6numjz_{3*n~yvn0eun=b~l(WaR@&V;t(-A&Cohmv>f_Fn|sH#yR8c?$&Q0=uYq* zOil?#6Mt%?1~y=>`7y5Ike7;8Yj7?kDw-bke=<)`%;0L^Tum^~8eu_hB31}FiXRmY z$x$LG+m-Y4U0o>-|JaliN-SjuKsi1u>$N%mXZFVP1fZURCAMW9KVxye1k;h1ly3nQ zPj?4YJmE)+;I3h-cM_Ilnvx$4`3E)?PADg8YZ$qebps-uO#F}y6K2|=Hq zj!Cu{pO4P|xWJ#k^oB^TpI2yj@nP6)$iuQY;#w~TOC?O+uF2Y(BJqLB{u-=^$sz}i zL#=k%sAwO5+}ZNnB=r3$rp^8j+1(sI;`;&gXP5CIEJi;|RMU5Wzzhsn<&v^t$K=!J zM)UNhr)0*=uNym0}N$1gE4Hb{k;KtFk0j_f97soH9m+A`hxHG%;aNFpCgp zX*s@E7%W=aO;irq1SQuK?Yt{Xnp_3yf%Zaj4h{}(r}eM8=<8||b}gSrHY6~R3`|sK=bwm{ zY0j}9{6Gl&OOy|`qSc)oDZH+ovb+AYNN1PedG2Xw1mNdYPA7gr7>K%v>1on7z+wfW zxeC#Zp3PVNDAUK9Qjem>TS%AZSzFEwGIpn@LRtqAiJnY{+B2D3@g?F;{69S}!O)XQ zDulm=DDF03JaX8rUy8?Q*zWp94I6KSD4J(@5lpSm6m4T;b8!DYB~0Q8#IexuLP-Uf zqju)Q))I`sNmWxPZDF?^s7G&2@2Crw`9zl2;gncI?qqdyyuWv(irc(E!j%L2mhg`4 z;918vb2a+5Hw1bpu7923E44S~j1@|F`lUB{`5%8|(t6DQgEe7QKO)P*Ze+R6OSkEk z@@QYg>BS6lF$yQ8!0mB=mt0kC$?yy16Y9rOoV4}gk z7wnr$7B=~k`Kbc2EfjD@1)?ELXeZyiABjvW;Ys`yX$YFrHQVyidPzRE_^3i`h>^V6 zXkCpjc~BBm9|{W3G1T@#G2~3rcm0s%JEaF>@Yy9HQ7_%h_kj7*+Y>6$JvTC(b;|-} z+RifuDJm;V*w|cqe@{v&!cYR47coyHA?StM3FKRCI-XReNN;N%V{IAqFFAKk^JNsl z{lH4cwSG+IZhM0aLt+HO6e?byv)2}ucm8&?{CO@Rx&pm?^_5uEWY`5(dLbyB&E==WNz0oCP+{nB?ojQ5*ZPz>28*Cs)`7!zLjn| zGBCjxa*eZcOwZX$^IUBcao`jBFg^01^*PhzzY?Nzf&|3+v2_V1Z%sGf(2zIX*n6M( z_UAJyu^l(Q2xbY&Kz&=Rc^T^4*cNo$NL@Q27RCQ0&0Z-XE8QA(bo}lhq-V<|oEZ}| zYvBJx%?3_S76(bynUg-JesDfaWZIcNL5{7FXroJHjUH(pqkFhydKk5(?4+9i&d2jx z-LHb*r7a<&pzfbk@QjCO$0G|1)_94|5vOEEh;o&GSA)tPP;f>heq#4OCA)VY((d=c zYo7I^GILHAyn6+fbd>j0hO~#=vGn%@v#xRc@gUd1A+K*Kc?8EH#x8RX3~~8ipt|Z7 zjk@DaVNI1qK_89=W~|KXmI)tmW~iLwXlH#^kX6F6Nc14Z_J3japKY|)4dtGQk3c46 zFT@DN0gRzQ_&gEhNt~RVfGfcs=6uQO+qUPuoI1U4a552vf7>bEuHw9!kWL)ZFm}YN zN}QQoolB*)mYh%z>k=dGrlW)CUc39i7?ZVSFU9nv+?WOU)YX@cyHn35y^~pg2m6Mx zxU{su8)x3J`}-dS3kYUokCsDHV>>%L1pvCSLU=a-x*by(o)v@=f*UqC*d#@cB?Q(T zsx(i`N8)ojcj4UV`qF@DmznrljJ($8voXlnM@6sMbX)Srp!KP|GxqO*D+VBI%u+#3 zP3^%osf2q-&{eDhd;32SX!3w_p?8DjlD1N~tF4JC**xK-)tw5KVF9ntS%{XglJrGL z4Fk3P&v@4Y7gj^`2kofJ5Qqv21G%ISC^p9r3aZMXjAU+}vxEWa$_Kc??hmc&{*9_)i3UTw9xPSs{4@_e%_IU`SiSB^ zz~8UZekd;9ICGvyneb$JUw*o7Ro~(lfw1(s{ey!7qMc1XL;{JIK7HjQJu+;FumZv$`yAEb#kTDoo{9L$%Bvby&m9pXd4#Q z>aKCQYz(y<^#D)lwRE3&1LadYy975ASUYkSUWDLgUL#h=BZe%umEC;a&rbB}9E*UV z+^ZBhlk*QW`+}_hlq*1{Lk2b|sP893i7YzBV@UZp8nhRS82SpFg%|yOIt?eXLiEkY zMS|llT|AJ&4Jj!hPe?c~`;$%wlKZrxIRPk?Zv#vO1oTj1lxbzwXCKB$?>g@bA$JhY z5s(DNpucIW+H{@3J*|FEkn>g>Q&X=*-2H*D5=X6 z*?t<^YgQJGaDdxD$7q-Btc{F?YmH~e?r=a&o9;4eL?J9h9vlY=C1ioKv$JqE9UNSa zqd5%|FT_-1UbHYMH9(52s63kY^S29`wN=#8N@w?%IT|8RC$!#Y^%hW|w+`c2RO8$0 zA)vaG|DKJV-Fkiy>@xp3NFSQ9P{*+_I_4gF=J_hhV>zk|m$*@5 zU9bDvm`|Djs=1r-vGH`v{*;ymwwnWF5hEq*0|y3IJGCaT1~Ehayv@{0*Kh-lmnt4- z?8)D{RW(PO=3Vy=+%+BAG$B475DLHA5t_AYDQY3xy;bvTUJ+JnX#2t9g4AW0;9}N_oD<3j{)iP1AIUZFo9%{3g`Apfvm2q-#rH!C~$&D3=aFb?h)W87HSf0Y9dpd zllbxp>=6R}U4e0PlZO}E+rjTOnYk|0A@Yk5pgDs&HJt()xQhHiLc~?PP${N0Vq3I| zIURfy4Tjt6$kUgTgAD~TogSU-ZZv-FQNs!T0$-y^vuJ?wUIMtZJzIYSU5LVDGwbmId^`&Bf=#a^GsZiH-PMJsB6hl*dV#~q++bd?&Sy@PbCV#fi2x}S z<)5gw)>c-``)xWGK^Kw%u;p%xxY3abBH7Y>DauYLC7N>P1_k# z#X83~{~H#al8<^_uM3z4C~ioq%BNQYpO7(!{CLxqd!Cs`wR*(j(W6JmZ=FTHezn~h zY0u)=#p54sw(`=|k8-**9)>izuHNaTuOl92VOtbU;2V(OlZsR{1UANlW6~tRpkQoK zA7JBsgCA>9c!3h1kLmd)KLE&zZIQf6t8`l8Ad*(N2PB{y6;lKYfE6pe@1Rabr**wF z#!ZC#(Mka0$Ra-qm}GN)A>%_*x`p3Z#l&@~;jmJ)jBXCK(QU@!9511rBpM1ZViei_ z!?vgN{-HB`TU54P!o(AKkWnJ{M)Jfl}!S(pDaEiDyA3{EzERW0n9X3Naps#JLO)zD|k&jO@y1 zmSB1)R87_L0u4H>514n6hyv*;Zu2gqdE^`2OE6uCB%m)tB9HeeG01unOM(Gevz4X7 z36%y0>XIe(*8tc!LgDp5`*NJ`cNLG{_!Tf54?M`(UPIuOF{)nkyraJiGzANz>JQ>_ zc#mhyO7-`C5UeKG?t@BS|6 zylaL{#iL|c>h-fhvjf&UYa66b%j}L!j~Axb-4!|x0Ltf{J}19te*>AsARB|BYDf5^ z<^CE<3WE&wh`Ni8CA@)@js2zs~ozxEfLJjBY^mu3#WSN^rhuJ%`O{`hX!0h z$-QM5O;)5k;&iO6Md2TeUZ;yr#<#8uY(4n3im_S5h55YYepd8}hEX=Vo`RV#G(eb1 zRS=F8Xv+RL7G?@@Sn|8dVB?P8uS0Q26js`~uiW*ACb9zl_lA0tL0tj}62Y-lPb>#G zGBWd6!o2Rk{^eL@ZEHJhTjW*pCdbm{I9{`-vEw177paJqE-4kG!Y$S3y~&&n%#8E1 zb94a`P@7emj!_0LCdt3|e)Cq_u}asHMbrtyySMt4kK?h#x2DQNvNI}*_7^VvLB`=g z$?)7hj6HU__>~`5p*MxRkcChUBxwl{(gAXWSX91Hf>Fj@P|dODWXf4HP1)^oCDIan z&zPQ)vC8pRUPw{J4F?VT(sx(f*2d@FWaP$-foOvVm8O)7%Z|OjtayUfl@g3h z!!RyAcOhhgFSuUqrI4OFZ+b9=K2>R|KzIW{Uu>5z&!<E>w2lCXNFqUqqVHD4AR zySF_7u|;HON`86lvKtl@O;(?4_}Tv!+Ieb_Tx1TBh9Ur@Yal`LoNZhBvc-TLASnC$ z^!Q30orU-8Z{!S~07tZFF9fyFA?o0x4<_g56*Ol0iye5S!@2aPzJK7SClgr;4$1%_ z*IK`w)?EGwS?TU-deHa+ywvG7I+mDbt4>9_4ZNLWXY-7PQgh`YUPEFk+iZzHX)=NQ zCF%8(5NGj#WrXyNVKpiG@v`kwFoh7vqucPb=&P`g`OTi;Vw&TBYS;v*Bov}<$D%{iO&nQ%N{ z6W_iV#}~g_2Y44yUsY8a0=X*&ZZeS?`2rINj{vBA8Ck@@Zf0I@Mt1XCXbq9`&u{D^ zZq}S>S(WZm0?{m?cOe{lOT;5bUIB4?bG}eGK&_k$c|kEEHu?c#qb9TAZ#2){@lY9! znDc*3OJg}j{0UMD4@i&d^4S4@`WMVAhriT_mcxpbYjg!AKUbnA5D7CU-*~^_f~nD< zGavc`R(t#xDV1Hbw#muKM?7v8&D??j z;|2cTzW|KM`g~U3+84*&Ul=NsSNm3hsVl{`=dkw%JlI_pN5qhHz>ppx(NN|?n<3k9}um1f^hN{kzcXlVpOPF!F=^!6sHqVoP1;q zjznMevq4h|$RdKvQMra2krQA~U2%96l$%AxZ*u;Y3C%}_g-pE62a|RmtJ*sPSr>o? zhLNzlb#g0hH^hDO0BCq`ORO4JtuR65!Hl2o1XU0ue-P%uzk>bhN+DMG z`KD7Xbh?@`a>FsC!9f^`3PhDAMh{bipcLGnE>N!*zTt!?+%6+nmPYRX5OV| z7Lh7UWBRBEpjRjrMK9HX!sWywncJOn*WG|k&e_BGk#^2q)?rP}W4^M!Yg2NS=2XZXa@tuzID1%u8^Qoh&_8Ko#Oo;9# zwI$qVg9Z`M-fL=#BwC#yhquD&6VH;=~Np7R%2Z*?9o%*2% zg7PCugmcUz0BP#dvgII3@rEYpCblSckgil^X80cn$F1b*Gf!OejU^AkbLi90}i`dsRxo zk=@YKyD((_P>C9RIv7FX$D9AB2pJO;+oTUkh<%ABFpVPk1+~mS z<0!&7HVkZ(oQC7Gz@s&H308K>M?S}wO#9ybr^X{G7yx9tcq%EV?$muLLbLiv2_5PckWKkNn~ukF8Oyf4sIboSeSJCOvQ zDZvLOprw*``_;CiA$FX95CtlcF(1aTx`g0{F+>*`#b>hr9mw{-omg)4(s2HTo?n>h zF@0-G7anu3WxW~8YwTS=W(lekgpLBS3iLb?Ut#7kl=&Ge!N9;kZ`Wt>*77Uc_Wa)N zW%yn3-tN}Rs;cnv+len=_0DHIxUO^t2>p_vLs^j!y#YkuC%7;=dsXIY4R(Q@l7UQ&F z8vxSV3ry>SmufrbdA_WqBE-$hDhvqq4-1!i*Xd%Ql`e8pjHG&GYWAWdi0zRcps@>g~cCnf38~kZsT`v0Btq=&&Q8)ci{{XJxpY21 z|A%h@(6BfWBoU@yDx1GL%bGK585mI7!ZS2;QBfTqj7l22qtmS<&)YH9LQM zsbO<_LR4#EI#)vCuIyRJAo{}qThQ;YO+an@(IZzGr_7~P5`-WUd+s1JuGhcIvBm(% z*nM^=2y=3CF_Gi%O4ODTtKCYo0=6`}fVbx^)^na-VF@(tSuHbZyNaL%^ke{{BLpxt zIkr9Vi?&wq6!RZ7HZkpoiq6lDo$oN4}^nmKPXqP&v%@BZt=QrN% zDKi0`c6wh{yoYh6kd}!Wl%yWPJqYP<%@&K79(hN$>dQ3!Qa+%G4O!eIFQm@%JQ)GH z;FFx_rg%*~@LwPR`sPH#`M*hwHB1rn09oU@3dTBKk{p``D^T-LD_2+Lx4>99H>Rw( zZC|+vqz%nxaaV*^I1d1O8!YuWl7*o9aBsVA{R85M0FdxBx8Nu`nCSQe_m%yD^+i7s zzzS6cK_A~YUa?lXK&Z(HC2XshnbsL*9tJ1_{DX%GWuB-ThEV1mYFEmC2)y-yr#rV8 z+p;+Ri`RLR0A|E<7lu*ojTr_}1YkNx%O%$X%%>2+j^_YN|9{~+@@~);*Igv(MCv!! zJ)H8KtNyv)?OOoKTz3fi_Nulo6M^f9X16afGed%Rj!)ezqQgE+jnNDUGDcM3Q<8<$ zwkYpko~2izqv3Cu?y!aqXvW;20=}OBCIh}Fq&F-z{!(Zyh=c1FSGOCUw`zF4284hw z>cS~v3?f)zW)G=0l;LH`&SC4W!=e{U1fxNqN+>>wOd_F^@)kf!G&L}QrGwvL zW#gger`5PQKa%kmxbDi3ePVJ{%l)sgH`-PJltK%Lu$QH;$J# zEuUv}L^KC~q`IDSbS*XgI7OeWGWFH*z9MF67M?*qV^{&`?vbqdOm=qMX?gC@U)hC(AC5BAIax(+oF^kwu-oMq+#U1wbm8jJwI>W8rC z(*kWM=i$M-pzmRr%c|(a0sU>vM+Z3ugjy&i#A|%q{bkhPl>1dfQhOmu2Too!fAppZj^a=E8p;Q63y4VoYl4S^L4 zmJ&y1*e@e$qxT3w@o!hJO{;4f&yA1QMi~Z7n0F0<63^`QUc;z7AmiYg0W1%Q+yK3VZoK0_H`f=z$ z?ZCIKx4A|QA5$7uL`8omFi5|8WNXd*g%Fd^jrXAQNQM(p+Elx%Cezl3Jb zpTi9TEUbrU*zOd8LaC6mJ^=J3Ww~~0tKD04&Z`@a#c8wiH#AfX?yH2K1(e9|!>5lQ z&(H=WLqT@`<|*BT1Q1W^sCL*+tMD1;EDrjaY|kg!06F_A$sb5l%gUL-SGB&?+6X`K z^eMapU=ZGK0Gwi@fdQ@XFUVY%zCIG-RonN((xYH&+mQr6xTE<;qkrQnZS~0FOxSf; zyRQ4Mg726S6ur5ycKEXP>K1fbEibPhHn(l@OR4e0A2)vK^p@jXw5b0iIUp{Adj<$Y za>KT_FKs&SH8IZGZrO&v{->dpLGpS6`mmwP%wx+vT&iPjDK|(4ewV3dt>9jQOel*( zI?@1I_y-RqvlbHdYBpHgpN%Wz$+#@@FZ!S-Ee-<72e{mVB^t44U^*9v2~203dm%9u z5Gcb9$=g9@a%W*+L4^RJn#$uK{*wMEX>D%Z!0vg zFX~)hMWnYYE9d{luf$~};qV@Sbux!mw$@fLCnqO2vxufBhR>>s5+C{MFXJCJ{72!6 z-y{k|lA+o^`jXyjU!k$#lceaF-c8aDy798zhK5iTB8!#*UyB++{$d)01QkdNv^t*r zMWl|D{!eP;hoRos*%cc=dO~Pn0w-?4xz4F?R>Cil3%Hzq{-X21t8U6crwO!qyNDoO z;E!8FtdNIvinVmc7HJx$51fU-y(;1R)6Ip*;QVtvv32R}sqJaaQPJ=Fbn^t|z=44L z5gNA2C~NqnazXi+2w-G)DuTW_mheZH;7-(GDa#&ZdTinQ-Ff#Hm>y4c6YyRsoU|3j zyu%TP{DW^v?ODJFGE$Uo^%jqSP`^y$L_TtR1`8-K07-#wvosewXd%w)e8UmMm_l^p5H%v2d` zUKjle;G6ap0N;Qm=$$o&=ceFL=^&k_aNEU{HEkKbMbl|jQ;t1lhQ+ZXg+G8FWiY2u zjUMkD=E|P8e*15E$9nUQj<~q^4KazDx_c#KCN;NTJ9v*G5OF(oWg>H^+Ktx?g7bUdh8_Y0t8%F#6|G7~D=(%q=5X%9P_ zWTiV>X(nqlyp30z)&q0iK2+qE#WcjCJ4PVIa1uj%>E;w?L&n6F3ENS%F%zE z4nR!6@E1AJ!owaH>!iexlVC5jqZWrZyOZ(c4lh&Q2h>LGfjH-}4S}!GfwP);6%S}o zMLGnDJ);>*Qo!cAI^`WP^~))=k%b(f+M$6kls=D@gw!BED*h0=hiFd2G+6yd#Fg<}_Dx z0R4@bP2sIujk7pA1+^$(qo4-VZ;W^jl6-H_Q(LHXU+BaKrBQXC~En!=(H zC^$jCzaLg)Mma>JP6)2LKyKxMm5F;dp=H%{O&zeo9WBt;wtf4?tyy)+5G=iDUe0nX z^sEdoWcU_av(fzPYPG`9b`gR*;z+OV^5`6E)6vzkw6x}gJU&^#^n&YtV|qJizf+*v z)&QJFwaisGT+@*aC{xZ25g}7tQJHEKNt&719DcW>IaGyDJF?_7+^ErHr&8>dlzaMF zJnaDl35hG6J%BXA0gbh24>T51$&0fzf{qKhU=5Jn%W$rA%k=wH z∾}3?citX0*L?Hqkk~iFz-CSkfVkCn`W%{_{jEnZGI3z28FUf8@!X;<9i%g0AIZ zY@3{5fKrOG$$FQ8=$7i*fRkBT;ZJst2xed#;dpOBe}4(?fEVkn$#&c#Q^vk$jU6C3 zsUQjLbJ|K)7Qq+2>jWL~KYp8~4`%!P#xrPebt|d`1Ote}m3)%a-%JZgVxYAgDyLA> zwVhvd)=`EW#~d}^R{dZ~9j+@;>@5-b2b6mcP`S4ZEeH$iCLw0CgyS|gm!mdI09FVLgJr?T)YRFs-ds4vx(b$J`fv*qh49PQNOy{%A=0(D zym|4`rT9NrTyX9y|NDjuhG*S-Jp^YymtOf~AAE(3#04r{UHjiDhnm{FEW;&sb`;W= zD7rmO^!>Wuv)+o(q^ssVnnTf=bpP__nZ43+W^wQZw}^QZWuW&I+WF_^Oo2r*#YG`~ znv7btRz^-m^h^VT6Fm-4hURHa17QaVY&o~TJFeIdo;`I4%NF-13KhDE&GRzZS~O(Y zShH9m6fKm9OrrTGx1Qy4{m&LEI8(3TlBz>U^AM1skQImWZniGj03_5rSwKx$IC z9Ot6W#J>Quzj~==I3akkTsVY1+1W{#n3QxF#2wOpQKCX2!*+BckF7XJ%N@KPSS()2 z&2QM%)B}kr^8J6)Aj}se#S+C4J!D**`<`Q6EoV^PJ&T#cT{Dy-MSf~6rlSj<<+kZf z|3%LT_o`iZk^!x7#o=RVop@$@XI9iA&Zv81W4C=rQP2gnDINcCtv>_dnv4swVu@d7 zy6E7tgN3drlfKPSqP|rY{X+k>3tJR!DP$R$wk9+-HrQQu|CWh!Amm+jWOZbRyMp2q z&nPm3Z*L3zYPB_djez5}|2mQy#2{W;gihe6r<9ddh1v-9PtmRW_1-JCeJ}o(dm*%) z>{vR5`icgshcfcV!fdy9<@!wj>aVEah3kW8)QEXPx*#TGvGnCS3nN?-inodpDSu2u zsmP=)zt$Uee73l!(GS>tn0Xg8THI4kROAHkGRU<^_CB-)D5VJ4@2nooHt3BIE^>zk z_uo3_0Xo6m2C-0eOZ9%+-sDS{+BTezg7DEtVj9TW!q#{&Ah@nBe=9d}uoWR90b%w^XmvH#@y!a z-gy2>2J{A49ZEb}>ViIj-D9z}BjcSN46&jsSUFd*`$}7t5_rsiv8A97Q+S0vh)5|# z8xodu(ueyEcu}7M&I;^0pJ39WuhO43F-8BrUE;4qF_GaA_UP4zP_)u%_vL)1nHN#z zXp`v7b~@=~$cMvs+|r2d*7AU&1wa(Qmf`9MBL%v012``VF{RDfB0s*GDTO%XA0dyyVr14rT{$Yz<2EG!tM{(oX&oRchYm~g#_npz6t`|40I z3`jl_eqRRyzLbH@FNIN~=__f;x|o2e{vqhYJU_g%l@|Z+EEMMy=Xn`kkPU9n%Pt+@ z20X#I3#Eor&Z_RNbV*N*XN|5^)Sob7ZMRz6m2mq|{hua{GeCw%*g+nQbv>n9(+aR| zkjPW>*|;IsnwMt#20SEGj2A z_xd;eze>&pD(1A0<91hAQfsq9vt!k!O^GgSx2f0Gk}e{oi<(ffOAVzc)r8HcWaJWE zM-rk@LKo3Ux{T5gjjp<&i5izC)l_EQ?~~U#@4lCP&)Yej&cDuo`d^;s_xygp=llIk zXjEG0M{1mkNov9yb;cT2pXDHEKKJ$YeVrDC1n)PTX@xTzryIKVTfUX}+kKlnbrUmr z=}6wkTmzp^6B;{5#A5n6HB=#Kb3A1Ih7&&Fz=T3)6!zGkg$+eS9F}8CJ*B7V_((!c z#r@_T#=8C`MN@e^6^?)nQ`_xl(P>~g+VEE&ot25v`>7s1oROkKbuXLpfHsa&KeIhq zl60}(tZ1vunN0C@^$vc1X*TD^e4*ssPQu&y1*n(I%uF7XA3dEd`MqELNsZgYdDToXz%tL&vs=!P^$kz>nZ2iy}5>8-hnne!Dr*=9v&nq=i9P>ZOZ*ZucSeJ zSg>%7MX^HUP;yYq`v>y}QXUo0fbtW~%lylCyO*(XS(_cXn`8TBBVI{MHZf{`;LOi> z$!0wqZkT(0`z~aO=*gqoL8r4nrHa#LXd(5@9CS`-t-nSO&8UM1jj&M) z%NEq4B-g9*KNDjgzojOU^HGtav}lc9Z*Xj~f77x>4OYgKEft4nq11_*i6PMXx9<|C z6?Ut;c-f?Q%b?Y%eJgPdD_CQ7j650VyMjO#jC={jbJ#7*=kIH6c95IbS zj{VyyfgBY>HFj9zDxVX|T)TiNllaemRrQ@=GFiLwl!j9@`z?5-YeLBPFf z%fFd49%)Y}AQl|}lYKuBl-XxO;g8yi4Tp|%M*l#;mCJK&(yyeH$z^ZlZ~7Kz2FT6~ zNl!LOn;-cVv>pT&1`5aKmy+N?leI@@-7QnLtbr4!_HNV^z$?}pcb_@nlI!&a@_n^_ zsem>}5vA^?5=3N9$?$xzGnB|T2vW(S~#s>{t?+9+D35)te~tS|@daHZu2mOpXfz@24S2;`efQGg~vmR?8;o$t#D zU&1JncAXI{%#=(l7bx5Ij844{6~LR@gPux&b9h)VeyL5@JYd>arNKqbcTV0DX2F2A z$`u}-o-+av(=7c{VIOLy1p_1MN*}tbS`n0zvAUP?mM4$UnW^~Z{G+%9cZe!9Sel}f zbE~cijKKW8y(*lcKW=!H?%zpiZ1~AL!qGx{PQe9gjbb1B&3<^0GrVXYo~*I5xG>$4 z6+StUuFaeP)yBpik)>RErcLLiEp+n#bD_O>oV=Q$5)#2Z}!*OvBKV1 zr&z7?o)FLXCie?~PY<)kzrYZZ;WVa9x|A+~^nfuK7O600hN5&dddV@9FVR-Qj{nxJ zTW1dN%xxXAQp@5^huRNhak(!+2og2=asa}bo_+c9lt^r)z6i9HQfA=EwhFu~IHGhG zRUI9)8vRPe;S?teW>k%`tz^_AfUil+Rc5KlrS|v8&>?OxWQj1gh^aYOu22JLr5LL* zp)zYVK1GCH&_brvPWFyvNr6A`t>(pR=qbx{r;Ddh@D{q4sS650Mq-nH8=yGToHtG^%)I3@gZP z7I($cN7dQpeUpfI;*4NHxnzCKsO|ev+CR!}B0Eu_G1Y53PVh!<98LxOZcDMe&KTf6 zJdN1Av&fUC`?^Qkb%yqjJRd<-Rm zlmtBw(=1g@ohn6j)CN0@8win>%>ZQwZ)_=j4Zfa8w3=+X3Nb_WzSKvFTz zxHq@V;y9khUWc)vKP4LyCnFys&3e^F9_h+K}$Ja_6mKRYGW97+kj-_sOJRP~7TI13gG(ag@g} z*ht%1h5vKkydj<1okF!^1E9g~pt#o>)1)o*A@p zIA87U&;`ayjQ;eXx)oaD{v<#`8^{OrHeTc64w(h);#K9fZwHzg1wct|4l$?dd>iee z#R<#%a8Je2zNUT3qK1}8aqS9iCW1ZBX+$vs}O|;jdD#QtNf5`=&N&x*_mtK-W=xU=-eGySaaceE%nagkpwA!fm yS(X+qbw12*pwjd6b`6G!&x4hOqw#)H>CZpE)Ft*`vzwg2x-Jv|)& diff --git a/_images/8f3a7bf246cdc8d2356396ea9d6fb00a2b79ac3bad200af6acc399c384e1e598.png b/_images/8f3a7bf246cdc8d2356396ea9d6fb00a2b79ac3bad200af6acc399c384e1e598.png deleted file mode 100644 index 4df7f0548696a941f9bdaa96015ae755455ca083..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 18480 zcmb`vbyU@D*Dksg3n>AS7C{l|1_?pw5L7@w8d17)Atg#liXt6~AkrY+9n#(1(y&k( z_Wb!g@3+74jdS)nf9!XR=UuYaZ{2;*dChBHbG>`4D2;cS;xY<_!jqMeP(q>3vZGLE z;x1i)cSb}$rofAUy`;LmvX!B|lfLasl!Cs!wYinOxykbzjxTNPOsp)q*#y`)S#B8H z+gsZSva?(K*8^-;wnpr|L9=RpL!scaPZh^H<-mP1tqJAG->#&+6bWjvY=*jTKGyza;bV z^n?G2d#P)`hF6)Vcgm5!zyAM!>B}p9J))|jQlF(=2H&inw|%A^4F6DhqfbU9;u;yw zs!2qoWHTz)NSq_iA=4P3IbV5SH z(3a-*c6wUcnq2{%(9byR6IqGykvA!P|o&ax%1pX=g1P%ZHUoY6Dob1r>$=nwD z4hu_uDXw&yZk32-QCVZ>*G;5HS?ORZ{ia}QG9P^h#^5>I665hw-XKc;tZvNT`Kr8W znngb6F&}!r&>mw(+sDL(`?kVm_lH3f{z#FP?$>K%$QVN9p#6Fd+-QC)#kUvmGT53z z;h!BaQ+Pk)3A+2WHax`iI6(e)|A0$MI4NQ1joGd0#e}-`@hdb0#|IBs14FOo;z3)X zH$KGU&on}ZCStd$VSmq-l#3uUni^E*~*VNe@yA)^Pd*jiiNjxDJ z!&%?*Px5TsyKc5Dqo`cnzjXQTHq{-Zd(dsqwR3}oC6K%0?%NW(#e+Nv!qCrGXmraKW!HX`zBI4( z!e-H}jCGoHi#R>mtzywE4D3%=JFL`IS8wi1Ro?$IYW1wxnpU&WeCvFem)E(I;|&k2 z9Gh7w$Bl{hwkYm1+*gy6legOWCv(tS&&9;V_GW2LWu80<^>BYbx#v*$L`UcPc&Wqe z!AiD~F}+WTk)fgO@XH9BR@S0TcrOpWWLZ3YVP@IZEgK)Uf_$B$Eo z4cn;6jY0O!f_DY125{`A8%TBM3I=ryrm8(r)0AUO?-yS@?zeJ3QM1~l z=8d?SyU$6OH5>V?CLTU`a7I>Ew$eZ$hA&y%7r!!FEmNc6ErCdL(WHB8&D)D^tPG=t z7GLcaJLW}pJ4H|1l4L)s=RQAw_-BpTAx^X|AhWUj#fum3KYUPHRyQ?eA}1%G*ZG)` z@W|5AGBw6eMw`d}PFn&&rp6~>Q;z)o#SF@=OX431)Sqg^En1K>TX{ZoY><;j8BH5PT${Ra;ocn{*k3BkIEzj=h|%zNH&Sv5obN$QGei|RBz zGjqVu(2!Eoa|45)?d|h}x*n{UXp`P=gd`;MW%Rdhol8_9B-Er3yjp1P`SO%?s#UZ~ zaXo60%cIjf_IINjw5S@PX5_5dI5mfw-3ZThTpM{(xh4^x4I_AN+y~F0wa;^=Ey&HT0&maZeI1o6JEP^&2L*m;_SEb<998ZC#MbAl*M~ZVg0dGew-zL&U3O~anS?Dc2CKJB9>GJ5_Ry{G5fUVbqw->-F*Ni(&Dkv)A>#gqy zJFRP-{3)v1YUA$g`YKKE?NLI@Ao)rV1B-Yy#z5u65%9HxDD7CPcuHLWTd z;+!UA;gm0ReZlG!#^C<^`Savh9~Ge=#>+NNz&>Z2t5~BxHZ*+bLXa1_0F$`w>GoGk{;o9 ztl74Vr;H-|v365gWm7H8v@E#SSU5y^JB0|C$i(lE2sy5jMMXvBoAml@Zd#|e+9df; z)TOz)9~R8dH;3LdAIbl@>tJYj+iWl^8BSfS6wog zB0g@{Xcu49Qh%i52)mdMZ*qNa{H5Fvtn(i&(WnBDWlik^Jd8 z0@1mwvi0W+ZBbxmqDgho4|frf8jricH|LKYRAL#y^!#aca*2jNBW^DtBw$9TurArY0NiSm&1) zB1~Cr7c4$>f7Zr6dl~!`-}K3{-E~1%Qq=C|-PSwtn^U$?McBk?CCyQ_0p|!EDBt-F z)nsW~H;{OtgY%A$($Oxh+Btc9qnVm9tjyxRwfQFf>T?f!lj;2syrBMh?s6%s!R2D> z9uBSH;jRK^Y?`X-aBH=aGYxA#Ozh7!Y)kX|7=84uG41@^9w)B&*M((NRIY+cG;9nc zSB+4$Kt^@OaprPq9@!%gt~yB+>1C=Jv2dZr9|wS`{q?fZDxFrz+3)p}?}aJe60mq`p>bD->(g&{5k3$5#c z-3MDjL`)2);7`F1uw!`+E2`_ID{SD}*?co9GXUHWirz6(Tl&Df)R+@t??a?0vSBOW zu_%IzRcOWEnf^P-xng?0i`H)N7t#0yB?X@|(jgj{5j;v&(-_|%ycLK>E69SerR41~!>U_?S?HJNO;_&Pp>X7Pq zaWz{n%=pr-e5ayHSV_-%u7Tl-d<>sEI#h6B>51{!Q1qaP?Kuiw!FiJ>Po79fNK84F zy~8+Chj-_V_k=#qhPB{=PrkHqJJ^J7B}3A)!nBIu_g#1l%sX# zdGW)Hi91M0K&P<^ufjlsiyP~TO3U_4fOQ?7^{?d3Y2RyCr_2F=-{j{0$Y(Kf<@$9? z2Z3OfZWr}WomK^~*eXgt9W*X%GoH?|^egf{L^+rboAS_Io|twe?^ zZv{I)DGI$Cs{wnY_;`ZO?$PhK&I^`_j29Ve8}i0Fj)mLw<@jwh`M%Aol(VuA4;xbC zmEQVdX z(ZI?{hyT^`CSmAgY_Sd9{j0v{ga;4naoIY3PQ52w+nEM`)|_X#-fPQb$0?978>yS(r#u;duL^ui=Hk&VZG2eSHd>Z;ueROcgB~CsI}3U^wm+zhw?A$o9adiOr29N>{^|A;#|IL{8_ss zJ^Axz)E#&BbopsXi8=nQt*J!6!#yG8sB_h}Y;%_<^x0YE;*453SwDUG)zhzNgXSpiuYnM)~gjudPgH*!stV3E%Zm6PvI)f}A+ z5zG;{BkPG+(hrCag-pSk2;7F`T z_h9s~jMVawz4L@U{);%ZFgz!x z_=zuY=7fXrV)tVc!c=bL>Bzbx-^t!j8^f~lY%|0^w6+3itl~-Y%clXe(((_EXh@{V z!Wu2(ZqV85QyI{T%RHw)G;Wl1t-Us)N0#GO=B(3Y+J#C?Y-?H;B=UvT2o*HgwY0X2 z+=-!qS#5 zdlQ?xFn4SwdL!ab_H`YM`IGy&D1*pW->e6ZXJS7;^U8w5_ix9>VbC$j8($Z6*w2S& zrcRcO$d5XBJH|;$`HYRAA-K;nU7H=Z&)U6h5Z$u6{+uXo2vzMS+;-E~(!eC}t&?{a z9t6R@uqlMnOlJ49_Me$sGtzK=y0}zBf%?-McG3C0Q3>^)#lVvsHZe8w%j`4O;7(`m zzQk{~!1H+Ytc7%}bKmv+eKta2Ns32yq$Lvj9e4-B5-EwPJu}wsG#DlnIiq*qwvVm6iaoC1%gR*Fd#9KzOMD5BmnQwUBvo_v^n7Yc{7fUI z)r+=BPW$z-C?qJ%(H93SsJyVR>-L*uF~LJbP1lY0-Me>Mu3HU(WSlc$nY?sL{9slN zFHS59br@dSn4$F&2%LWCKGS$)RPs{Jbvz#C#TM~RKH%#Dw zd4+{t<>KOMDgS0QS(%|x&_b%}zCTYYaZf^1$@Z+Gx{xQmxlOFp0XyYFd^g*IIr(I&$5X-x*#ojZg{w{CL1T(Xq*0 zk6x|&)5aO}2cDD0n^&)>E|2W(35vvg=i-@_p=whN=wk)eK>E6~m&XYvAw#DkdS}O8 z|SHnd6*#L)>6K()cuv={MB76 z5AQ%?ex`i|b#*cbg_14lW*#zh+@`1|s!XO7M@P7dl?0^7vL3xRnta#)dMsM0HQ;Wf zE@`T~y!>qGO4e7kY@MC;@fdP$!}q`hMRFRT$aqb!W@;2XAIUdCA?!^`{40OE4gue! zq+8&+>#+!gt3N+@>q;vn@kR}-%B*uVLrKgPT)r+(!t$RQ9iG%zlm{brv+>~C>OnwL z=SyI;F;Vd_n&(|c21}{aMn|G#fa_ayk;SNLTJrqK;YQQEt1-bSJ9#jMLyawcg1VZTwG~kI?_hCZp8#9LzH|DpM8OTd0ax*R z*N2J-H1cyw=|bg{`>ut)7O=UWrH1q4nH(4C79)Vl8zNHez83!CZylt z7Cyqfol&;EpEXE+)TXwR%#c1TZujAt)FfkSw8GU((QK^v$>7tmBZ*HvCj+wg-?tjq z=x! z3`?8=k2~`iY;5T3UxS^iC*+N;6Gm5pe$G~DNpQ6eiD!iG67VQQT>I;3UfYySe;QTW zW*U5)Fk9Zyf8B^S0e%-sxBEhKR@82D5RB_h$5PS?+*S*{VvUBfCeTn$5?5`_-x2 zST`Yj$gA+_Z|{UvcS@X|BuFaD#EQ}^5Bi?Rxxv}JynW7JQ)hd7YE$3OFQ@Q&s9aAZ zIA(`mzYImlIZ)Sh?uFE=T|cYWuW)*iR7=moMk(XT*O}_XteZAh5D)%zq9VX?m4oz4 zOsg>}e$KMvc#*89H#75*BC;;`!IvnR$*pVmeTXY>)uXTuBq#~1+9pHIHpMKyQ$TFg zdjwigY)nYv-E9%`>H08!bl*s7^R{F$=RZuUxfpkFy(f>JnnYUW+~=`9^iT z=fnHF9m-n@P;GOH3&oaqe!Hz{zfgvY_jiu;6Aw!0d0&cda78xGdYDWn- zzqrPs^42y^t~a?sAEK(H7N7W{0D1)_so*$5|iY_|_qJWuE-Pm@Q6*7Pdmn%&U!i2L(YnrA(=e@LgYs z3j9DX@h8F~R?WG; z`wzv!;Zk7{qFgU&ay{CtTW~eTX3Nc8aMP!yx~pfwO84nA7>fCA^bMC66jXxs(|_)5 zj=e(oMNu!GnNe9~ZRr^lGOlks_Qibb#Lr2qJbkZRI6CsURcQAy-qPXa3@ODf9eyIT z!XW#|H`GJ0G0e^5g5I^FTz{R_G3+{@FDT+b1kFjnK;^d3dSiDZn{VbD5eu38JQl`{ zH0wKq;8%tR60rIYkkt?C6!n!7;F$@;RkdNFIz-OpL~`388+3UR-vb_ zCPn`1J52Y+sUph^q_=X5C{8|2OYeTP(@=|_a3p0@+q$8BM@QYM5!cR23Y!kh@UE#d z;l<6v$cSfohM|#>GHCQ&pvN<`N`BO02&e_?EsDmafK1WX*N=5xh;rTOmOf!qPEwS8 z#GfJ@fy;Kh7dS1gdseT#J=$GX&f0l(WTS)Nv4IE|@+h>*~F?$Xf?alVz61Fuq( z$~`0|NuOvYj_7c9(in2#UrXDFNQu|LXAuD0c4A z`E>pH#l?>?F`CP_>E?xOZm$wQoRXXP^7^yh7H6HgZX9?C8td z49-mzU|`z!EvhXaKE$;widkJgwui*Vu{b$1Krn;p{S{rxaowkqrsXu~lcG?M1|z)LOB!!}B|722HRdSm%PdCu#KinD%3@+?X*`ZN zoyHwVjS}4W5a0q^E}hFfUq&E4^Oce07P`*H7=@YBymaY~kkTTKdWL-(^+0&$H8JC?WWEhk($wW4yItkiRBmrav`a~lNN>7Hlq z*vmZhI)jC~Ej2Ed_bFhnzyEczlgH;Nx|h8wCN`JA65UX--AD{A?@(WuqV<|?6uzLi zs_?3`pTwUP*%7g6$y?2_#ZKLsM>wxjg{u#7&*~kaF~Xrrz#B;iSLYfG4A3b7mk@db zv%lC-Ch0UI-Lc3VJp0F@-1u*_A1}lBk_#yMJqDXlI9PQ?$Eop(jJ}pia!6EwD`*yMnVoQi46+rVs^aDm}8?m)@?P3 zp6287VdWpT50_KtC8?^j1Nz>{OqGmt*xlwi>cv5o*OLiX9cO1%1k8mYC<6Qpk(bY( zG5_fUb}|m%6}KkMBEGi)g{b$o2pWMDvJA(oU-Vi&o?B&}ZO)%r%ba2iv<`kN2L!~v z`NL0i5#Rte-*tkvD6H2jKDi@hGHFt*>@z5e9A+YOk>ftCW{6)Q_nMg{75n!C@LDws z=j}eT4eH=bPs1X00Ac;tnbo}LypG=0#%vAcB5wmS`8zqi?d9~x>X#Pdaf}iy9C&9W zz=<9oe)--Ej7rNF7(NRwmJUx5)|AgjwLX&6FvIq?!$i8f=&t|zoQq5E_?7X{m8{a1 zWz+gpG4XahiU)5U8w$a#z43PXy#7f|>_t*RfnT1Y#BhCx?y)z? z6@W$72B@bU zV8>mRSAw^0*T!L0-ZaF>T~3t_Ny(lcRs9TBiN`yrj9}v}C=$@O3i&4y^(DKm)BhGgNss9+{7G$KKY0GhILUR%CF5 zzWYaZc@5|FF5#Foo+%8iX3#np`Ni*cwtK<%GufZZBg+Np z;<4T)T=rI(Kh##^6bqgFRqRR@Y!QtWewqDwr6|JG3w57=-{vmIb@?W$ZP3Qac6^Z9 zAZaR#S;#SqfLk99+ZJnl{0gI6k4MopyI}W=(A41pkv*Up^M~V7bc*?7<_=#TCCubv z(-p|V3=N=L#W_6o<3mkN-*fB`^H2iqWJ6JR2cP}t&+u@%2M<}<|9J}2`{@0r^ZNQ- zWkvn{GC2?^4@JVVFZQ<~1oRWekr|=rKWqWkgu8;l&GD6BN7c{~knV6V7j2DgqMMQ6= zCcl!hGSEPeyaz2noKbZ&&%V<;P)yf=3@BOWo^emTYlaQ`b8dG6_DA=AU*(@b-!y0p z`~nGoaC9*~c$8d59kI6ATWH}xDuEA-%HO&m73C3eX9kyIgU<6Cd{r4j`2X(aasT7y zZL?jLzW5?86nM0I^Ja7Z@$5t_!q?RcaVK1fPj&~c4HdQ@k=i7Ps7Bm&@HC`)r?Br} z(D<)s4+>&+5a#0x$D`y6b8aWqb*%|tuWTMEFk}8r0ThivOBf?B>(hG2o?iX2yFk8yF@%V``s5Fq2lw{EiGwifF6bd>i5GH6$u0gKf zsQUGp4DGUT5Vd%OGe5^k@X#r3IDf;_BA@=_Z1MhwO7ls}c!n9Zf1Aa*4-j)u+ljj3 z)$c^7jS1id-|$c_kBz0GyLmH{O**MX_`1wP9;Y*#CzJcc zYbKqy+2+Nsm9Ql{m^HWcMUrmiSyg)4b$SnEKKMvm-h zu&fK;G_4nV3Ft4C&o)R*qu=L-f0fL{Wr@B)X4BDTXfIR|iiZg|yYS<`XU& zGfh7oeX`8-q1v{D$5_oADEs;j#|@t#%60<6wH!88pviM-!Qu)Xu5x24HTmIsjc6oU z_ACTG7Y94zSU9%ImFRKm-$}eh3SIyaZVf^HSzQ4R+202Wj0leQzV7eU;(#$(W`ni+ z`^+b&a{0lmu8gRH0-5n-FzZMsWl9mDL!Mx7d|-g9puuW$@g~jvVEAvl{aM-zZe@-G z1GEk?5Rd+SsF_3W)E$$%TPI$B89b%9@8_JZ9wmu#q=BX8&>4cucmpKNye7}HHgOv~ zHR_)ugPuEne~Eyfzlk{4e^i_5GcQaW08V{yISrAi1EEk?F=;M2GUx5Wa=^LN#*LwW zO+K|rPS()7fmehvkRZ#w2~&xKP|zG=-}>OII`xVGF!+G+dM*uUz!7m(e;Yy0**ln% zAu=QYH>(n0eYufgBn?YFX8=~>pD)1y7h)W?ctHke;0+kzd$5#oXiXFj&OhlCKpwdX zN3M1TQt&Sq<1Q2hFBgqjSJn`sdm9IfEhct@sbxe%q8!;sh)?S+2Vk17F zTUUy(tQ$?5d$av65hXGMN?6>RuxUXs$)TXa3s;1czzYI@<2Me@cvS|*c@r5Y%*inc zrbCEqQTG7qxipORpB7*Zs7(t0{gQEY)=(&H4060y0sTCep0NBnre%kNLx_W%i=f(o zp(pk{#p4SG8ynyKB+nA*fCNMG`E$DI>FHba^trb4Ew-I*0MdUAX45D{^L&y0csnU6 zNd;Xg^LPtAHT3|Kdtuc-&dclSMbjV`!hrpI|EF|B1gmDFAK^{)QhP=aaoxIg%Ni0A z2;=Gz!SuXB+_##etw|w9L&LvWmSQ_sVjx!kZ*F`!c!F0!Jz9^(5~3T6OOu$GpzK072r$OlED3W^CNbtaIc-nWFX zmp4nZo{J)b+3}m@&0K8FPQF(V#XGNL7OCgxoq?5o8P5&DjjgS%YY}7R677kt6*L+9o#e?zdwP6i-UOQIRlW> zWh7W-IRn72t}p;fiB9Hk@>bPL`{+2B?F1sAmhN@~joZSSnybb{?`4u|p3U${?9j;&o59nyb5cMZAE0UzEvXtTiqO!adb3jiaG7y&jO zb+uTqZY;&^|yw{GyXW4cs+TvD6 zcS?vegzA4eLZuYMN_iIb(}M;wF(Xql=|?obFLx&ojnNBrmF~9W|wTe87dVkPl`-{NhEJzsdx;G_z`?3-!Bm$egH+%}_RJ!PK;ZBV*bJqgD{P zEkis^DD)V3gQqfn-yX_WBgV@UXzi%R3Yph`{{Umjpo|Vh0kF=+g6r_{_d1>>KZG@- zh0nBu`pzJOfesZ1z7yJSSc<5w1pM1sVd&jBK9evM zra}sR)GC0VoMej_#*t1fc+N*(#B!t$+*%qdZB4neaE@&*a@vWwmhy}uQa`MM2FDzJz`u@Jz??A5}>&C}pZX7(T zQ8lq_ddm-Hrmn!sPQ(I9iKJVY+|uCskiXAv($z?;RLG!U2h^KqJ+)WbHa|Guy%5qg z^G3q7MaWofTJi`vF?4@(in?xkJ`um{VnQR0uanwjU^=iOaQH0V(2DD=s3P|y2{yuW z$DWL@ZOp5P+z>tdh}&_UCxp4$&w$tDY;THq#jDNrvaVEO;q6P1ch-(N7y8=kfAE*W z4a)%=614%^@$WdYvCORPW4Awh zcTXO&)d1c|qx&D|>B2qdov_AC_SpyfntgT$g^?PX0lOJoR$=qL^(B5XAP1;oY<4lJ?XIs-83Vhd?%|$P->T>6< z+?&G3JXE5V4&F15e;@77{TseO{`DZ(+sg~o%wkefQc;75vN=3l^{=uShm>u{C^aQK z3VWm6zyeQ+uZXg?w$076e3zca*ZYAMmHm>QLo%wqiB!~5;=2A-R8B~wEle?g$r!yr zPR4z~vVuf4gQG0mu)}L0^UDJ)JDai#c>Y!s*>!d8U99uZ;HKwi^K-9fZ)(W9uWj9b;3*LE<@4v&rWpRZ zw5OnLT&UWEEwd~qe6@?eS2Z+diJ^(D^LcoOm@(1C#l=i&*tzcFn;oL$kK#(1oj=D00E83!T0m zljSsjNJ5-U#z%13#CV}4)yK!D2V&%F5s}x`pqgc-A>dbU z%A=^k9eC;6MPPFA^1+V-M;Q zNC%(GNcti^-A`^<^u&D8kVV@RKU2vXbbFDLMwCd^0jSt95Xt4aAHTA!_^rCVy-mh# zh>Q9v6~x5**$Jpk7L9yAh6L9S5cFa@tRRfu#%mcb zw4f}LZ^H(3!){f+bpheGq1eITaw6r>e`>shz6xI%_9SE|pBYBTT!4 zfsVTXNA@o~c1})`1O_@f5%3iB&YHS9uACe=x&W#m?*}$lu5{+I@faDH%}x=_=?XOJ zrvhP>jBF5PjONAHrx(|+U9Fz3TQGp8AtjFn%vrQzeB#>tb8B+tZ!FN3+yiYXL0gJp zVdsqEURqw>U5Ghxp|(Ps^wi^WKm`%wK>(vIT}1j$wYEq1Ly+#7g12UDEf|c(8Fa%0 zmAJhYHO|TMlPLhZA4Y%s8#(~xQBb)$YBa%&jOQJU$GKcvI=jMfT~K=z96Fs6D@10W;2N6#reWf->axScXeI)AL);8j134YX1 z1#pXuBvkoK-N$Unv-hvtnN|Nggjj#4sdahwC?UncYyWw)ITe@udDfdUgNtyY*Y0Ki zr?*%+ba9C>b>Bqwcp{zMHDU-&KphIpsNz$!vNZ0bzcCRlI{8K1@bwwvk^F^D20A5Q zn59bNu#tGS4)Cwpl^U2uj3c?E#C>Dq_Jl_gN%+WsS*!-TJx(<-ivZSP4zTd4;NZA7 z)Uq$seIK@i01;-3bfY?$wUAckvRj*_&FjL3?9x9EU%>mU%z)Wi?uU0R@NUp4A*$)8 z-Cup3bv36YSwTVl6o8r%Ndbutl50;IfelQnrPLY7NFByNRQB&Xi7rkU_rpKYtg1k& z{@V!1360`SM6zU80stNRsld|9JdLvpcGmr9!wwM}VJaW+x@l>@K5N%?AzMHJfn;i0 zv`@r6m(QQ8T{94MB@;3wCaa?Eh4%L!m4B~9u=8(}IlPq$GRx4n<} zX|lC7;d2(wjf=S73qD9lEE7TV%im=OyL*xsD*m$*D$)){RBL0{qQ~cGX|1Qd3v?s= zWT*ifDN*-ZIByk}?kt_@?k>>y0HrlRZ!1wxZ2r*4qPnNCzXCwWsVeYGdjAO4y)<;YELYL;e!I4 z#IIk;g&bL+aw&E5NNBzIEfkD(eSUzYD7412UXD?;P0I`Rk-4Gb(3Mrx`rXM2bk?H0 z@BI4CxZ|+jln$QrrE#D7_()_L!iFixH_m>Gv1Hmkg8IK)vq3hb{$qF2qjRjp4vBbx z8T_sGj*eHkKb$nk2^O7%t&Ssb#J%VD%3v?}d_)=k>i6>bYLEmK@ASwI=NeoD;Z{Z; zrX15Dq-EF6J2yZ7BwMFKP8+g@@}RI65D<`%l2Sc1x+0Lws`*)g^1Ch##0Xto+nv0) z#^V%@Yi}9?Nc0eiFGL_!`AGTF6>91=95xgqBO@dRbDlT&%ZY~UUi^Ni_|Bp<Fmv;oE(nY+FGWkRWh0B zZGkuIy7b`4Yp5h|_LMu@f#}M;1p`4Y6m|Hj7nqU&Re4VD=Lh<$BqX6>VJhnmFwCTH z--xbVYlPuTqtWQ6EyUQuR;{f?lW&@^EO&n{9&KW+j^p4_MngG@M3U4I*Fv&#ilUb7 zPx>+RY!IZ_Kd@IFeHgW>ic5!741X`w(#6>W`w802vxe3sP}26ZwRILs>2C4!M}STY z)*Il_$sOgSg^?ouLG%6JYD2}jt9Ip?Y@}L`w*qg$VY*tCiP?sNz1~~{=?nN&&B+lu zEg&AO24-OK&|P1j7K*IqmaGnI5&a(tvucjzxM0WKSzIXWbK?&(ARN7n?YTbQ-Zbw( zZSr@CpC(&=O#>6i2#!;#Wb)C&he>lp+(0Am>Hj1rJYDI=s@$u^Wgpa1K5)5Cz@iJW z4C2yAMn+|lzA;hcgB!Qrydfb`Z8cjZA(4cTTu4OV)J|a+@#{nRtTtPD*VucgR4|38 zFX@}0!Hkot%QQ|aa+^DsaEDq*NzGE}=1{5rx+xAO;(W)Q=H z2K%oxilq83!?Hw|20=|o{S(-Q|LZSrEY(cvI8ac^Tu=Ynn&2Mv>*(;Gkb% zU>~~^{Xbv$l(L()y`%FqXd=4>)8yiic8!$%f7Vo|z5#mx)Xzh8^~nC@q4pvaTMc1{M81Mh-^4OfS9p`zxV12*e-IT*cxz5$2uw0D!(f0}@LoniVIC?v z-81^GO9fN?1W8IY!2DV;>(wA^XjA|#aLbA%7#67KTPwSFvNwC?JD>HxI-!pYj|{=H zAeB*leJY4i|3}e%Qz}po77B8PKD6RK950%$RGyw3qSUUVpSopNYt84)ZFCM~YGSG9 zIzXhc1OoIt!}hekeJE>0{0c4^$Lj*KL8$*iBeG;5e}BPwXGma4X=%km zP3WV&U}{18=1Vv@+!L-C1yNPw3J`O2qXK~+9&uU~J>3tPwk-*Sipg*nZ78!1vYBl> z|5JO!+4<9}RLPgSWw!_GSr<3U| zCspLDD1(|e=Sku*P;c3PcO@fFj+#=$wKz07dbz1(HHB-Vzb9E9uNq2w_3oSg$O9)v z_Bz*ff7`Y*cg8AQL&x+9)N($1_6$h$y(fcR=>xxdwk1w>46 zvydv}=>ml2=H%o=1Wdpl*zPPn@ra=0_=itO>)Vh3`8c48`4dGz8DWAnH+Xq@mppva zFgjWz%~PNruC=MCoemKMQO*#e!4S3FP#TAOeT`Je?5<)pycxq`wR zVZ+VGibFx=?h!$C1?so!X1Bujg>v=le7Ld^#{6TIc)xSDp#4&HtbpC!!__=+Yx>~x zch*KDXx#T|HYoE26`ZToz||jtPvtT0s!nWKWe^dGN6HLk>4d~@F#&{ z<+|nVv)_R92k>DBX^P%t`3T$2ycsLiI2?AUS!NHp_eb4(F+;a19;&J@e5Z3sUp;)P zP2W^+zc%s-tOMe*;rN>jW@#5Bs4e>dU*47Sh-PvSvcm{?IGQ{?rh(Uj94?z52uS@R ze(~>zFM*>HKHljqhl=29s@K#JnHjK9_jFyiy!(@5lRCU3$~G!vy1z=Rp%tOdG5z-# zAR`piLKD-_YzW0eIW%lR`tMj(7!e66sZ-DA7VxxoQ`KiC50%J45{QD@U&cGN|AVh+ zb<>4>K$^XK&i4)%heW9A09pKEj!ExrkFX`<`C}bPDXFynWFp}4Em{d|JW7uLjJgrC zEB5=FG)!g)@-HMiV-^7PDqA(lC-~^WFIgjPokb0hBP_AJ+#VjO;EA8L}=_RG499FtRVkKy4$#@p3!FekW z*M$tAG+qkCXo0#O$Nl~^w4V_aIvZ=(!3h)72Wvtq1?Msd7{tBGD)`xrukecmjs7Ie zxDXP+N{|!W+j)=tXaiD{-3S|K1`v0kcoTA^2ZTp6nMD&^0AT~+2O}s%Pxijr^eXU^ z!=;r{RSnlC^RZbg7^Hwxm%VWWK(pt&T6R1q&?5#Qcx;^e`7sDKixO5MZ&~_MB$z+t zZx1;UYiIyRsWI(odLV*IFA)&%yYEe3On3KsE#SJBvtdP~C;YolxiOm8ED%{0AAK^U z3#6}uj#H>}4+Pqdg824Bj)81ltF~y~R_n6yMu=rH4hYYFOWWuN3t$0msB3S3F(C*N z{p66f;f4Sq@R8_oUm6Xq9zqczl_=_k=25vWyOxt{P}Wgtx4OwMKb?FQQu}ddV(m3c z?Nc|Xs?ooaBV2V!Nl3^+_V}8RlF|(H2jt*XdH5{H$o6Jfb39Jn4eI>}rJ$D}i1d&w zQt}%eLqo&VUHAzCi$=)O8H4@kL+mvIgbm=AHl#r3C@JcB3cogR%7Mgy@Y@4@OXFol zTUDpWox2q$$A^?K4((LTr2C=8EciSgF>&#rybi(Ez0EoTEUjFJv~8Ur8qo|PO=jCdQ;^Mun1vd{USQq^2aeBg_-3$6ZqNsCB#i&6rDqJ;E-lyrxbA}|VwDAJ)w2uMjwcY}0FcOxCb z+k^Mr@7{Ocdh46DSPV1god1b^cKr5l^X8$d0s-E2JTx>kg8PcH>S$;fOlWB63Aots zNezY*JNy!LmeY2AY-i@|hHx}Rdw_7Zx3+V(wlu!sYU=1@X=lsNCCbHn`-X+Hv%QlT zH@D4yHsG>zH0SQ4+F*b|F54?UbwWcULZE)oze%TCqM_ZJzb`BE#65of_Y3U^m$UQj zML&#KKl3|Oa-4kvMG{x9uf8!Bw=j!L=wB<0JnkDF70|WG>g>wO$ez^G<>27_`oo#? zUhBOGkJ0Cn9D$6VBQcU+b&Xd`+oC^uh#g%PGrd=uQx;vem>47MHd=8?V-tv=M8ZqE zp?d{GR#rB}>@g)Vyp-8PP#>p~%EN~Z>Ud0yjEu(Y0jRI?BkC@CC?Vi0+1ncJD;RC{ z%g&BdHR!MW{qskxHKS0i=Zz?_%gV|GtOoI=tAC71S1^Xqh}ff*|F(6Zg0I!lPxjZD z`1pQwELJjxT*AS@T;L|TcFov95cMUUsHo`h`hN1}_78VCO7^wb%a<=dLQQO&kAm9x z3;Or}Ih{6+rjUrB`su0ujK`W$)1RIX<%CvOR}YvXk%|QKB#61;e3P}wYWjMf?_7-> zBi2HUOiUSCxrqa*s0MR;h=ytVJl}JlmBDP~kE{<0Z^j1W*H8WWat}HswR4rLa56J8 z&Nvv*%c~}c1t2H|EPG#zxvXgGztei&n{xTZ!Nxp18MRR}4pRJn8k~$|=~irvjGBLr zBT?IyK^cUpnHv~_k3{+nYv(1u9G{O2*T~Z3HL5|26|@TMG@C8xmMUMe`tb2%+3`x& zWqka(US)36i3$(0n;NjwnM%ftvT`z$RrUwJ7rMXQ+$l{jqmlpf=g-o38GnIU=dGcm zjEszN=e`HK>tj)!al-sQr|xuKTQXJ0D;!b5E^I-VA3jdk6LlsL1_`?CF82j(&o=As zOv83FF|*daXUOyQZJk|SUT{#uxfWG!X z|L*;QMBIU(x%Q0Y8pp2H9z5=o+>I?cW|W*&G$&EW-QYext3?c3iQ z^7Ha|9334+9A;!Qa%03?ZhiUkMNYW<_eSI>S0rJrO3=p2kJk2flf$j){w%F9kmuyV zuXi^q59ogXbYT(^iQd|>->5pVC8U$Ut(mBNfm#b1!F7QevjT@n?*sHa>k+=3%6*-c zpoq&N-wV}l*MxL8wcljq9mwT)GA!le?2{Wz^=INyG= z(tbAdDhZ~R9y+Ja9e?brS8M2JR_&u%*HX!(``(ax{)k^Ki(hAv;$W(Gsi0c~VM>e&EL0vo3orTWBqoWRMTjKENUzEz#@i7&eWG3i~{KZ3@V;w%v zb@KQQQb%en{|tK^r1wfxUefV$lZWaFNNlQf^7uHNd|iEgYg^kbhua(+Sq)K(Wf+*4 zAl%Mwmh-CK8;U{A?`Tan#>+aAq?6A6o?vcuiEmz|qI&Aw_4i=X(7D=Wb+BT)iQ0K{ zBEh8j-J@Is$?HPaxOe)}9w>)UmBIX#yar+Q58%!Y|1iBmEAIOJ*ic?JB`|X4f(3Kz_BjLd(eY%Ai zL`2WEEe2XOJoC};C&vv6&*|uTx!|r#*U}40l}*=m4!0GC%ShUW#|QF8hOG*jL&+D5 zgGqn$A&t7KR~&})bB5N5PG<=U}*^}2JWI}D~P>#M_*yG2KM=Ct{ zVQwjM!Q?9OBH_Ec&J*4T`e^c@*Bd)x_>bBR&+1^SyWf&=94>tg)Bf@7{=i>yGE!=* zwCdg6-sVv4aKbC|^Yg^?^lDyS5}VcMQV(JU7&tjY;jZH0;c*>~qGMwJ`eCZP&=GSF z6p_7Hg7ez&c5*HWarmFIU(xk?6kDB z+~DNQUOLju*2#a?dX4VI8gH6flIpW(%;(2L)tQZj2EM)p?456&htnQVgC*!Bl0Ll? zOwNf0kH!^uUHj~|Ibl6k96IT95=vp{m2Xke0S{5GP`Gmk&B&Hqd#Pm7#{@JT>`%}z zKl}5}SV4{RD@bI&5lb`8b!QXFk}c7{_merOai>V1VFu7*x~$xB7T8@eCA_shOuXiL z)0DtJdCV%M2cFH6lJP@0>6^3ei6L49xZGg2>XMZ)r+X~+;g9L ziQ_)=hRve?8}WlUA=BQJ`*N5nx`h@pFeiSq4x|2Wk4{0nBo4-%SSG%jwnq+I3ss%| zQMRqvmS5@5xaW^efa+^kxknD>CM7kM7g2ZV;Pe_Jqu`UlDvTU+7ML{VQx)cAmc;HG z@kP7IdwEu6p4Qw;y;#qOxQ1T5_(R`zcD51od77{O$}@9wYQOM=1n&taHr05ZV(Ss( zcoBzW^(2SmLd17HOGC`m=S1aIak9H}E+!{R%tWRO&E` zU(XXlBz0JWeEXIUE`DfqG^NS*Oe3}ttUhB&GSPegDU*c6c;1M06Oxz-)q1`?ih6yl zL>Sc?Of6MwYb&;q*YR?C>fj@dp@*^!>9nH8l$+Idly2jQ_)KbRN;6d+d>+Sd=3Wg~ zO+Obvq&}NjdjjW%-o%vG%uiP!ip8md=no}bNAl8)~+sA zX6BRzCpNW2W?+oy_6f_9KS6B z>u*c?;dxSkK6^&SC#%|TT+|~P{Q*_g-I|<3RIvT|A&5IlcpY&#S19U6viwTy><9}f z1&~E2KlxV(tCOQhGuv_^p7({$m|eJ5Mmdg06EDngN6HEg-PJ7<<4#2U(9*06Z{ze8SmHq z?uDQElcY%&CG~#~;<9gK>pXpIO_0t5&X&~T8ksuNNb|jpX_+%Q{*KP3_+f1-XH0J? znt*dZ>VaHi-iy&hvp&-5m7Q~#@y5kzzmi^{(|;;p%0;wAPPDVydQ)>SNUDt?@?wsY z;o;~`i@n~*G?D5Rf~|PRd~uJwnr^5PKb&#SH(0LsZ(IleYdVNN4N)Hmq7J6E`*3?U zn@d@?;Y1{1Yj0@b^W$>bvtunT(fFoKfhqcsbXwizZak@lch_VtjTdl~m#T6ykv}cA zrUDbjBq|y+n5{dzxTugI)>tkeFDJ(f{t*@_@wNw6fb9+1Ofj zh@qOm7Zwy)mxtI&mzHUMcZkl7rF$`v-vZ>Nn^h;2;;y&B62NkjlarVF($yYuC?-jH zAMOnqdaUI)!z~!bJ6}K|58u~il$hfX`|UdKxEs&JUaJnw5cqg@Q0ze`T(+B};I& zz@eYr+*EUSKlJDpwjRFf>+1`_fwH%OY{OW#fwxaE?j6b)kU2Lh`d(osD%K>AWK~-J zr}*@Qe^1IISPSny-&=fv3NSJ&3)1@y+ElT(sY?E^4{b^MM0c{NTGOokirQiejFU-; zZ!ZWw*skPJFUc9Xix@BuMz#b{VcR$fZH>pE^}gg}Nj!T==hc?&Rr9+-yZ~$3`#bw% ziRObkWT$3M&W9DQ8#mB`>Jg}zL}RvvSWz`_zI{5Fd+DdIw0^gQ%UhlApXrl$k&XCs zXq|$4#ewjo874S9?V{&oZWA7CFJHbCupJ*>`5-IX#w|@>bwXHm)KrmeXvd|hx%5GK zcyd`jQH82O-FEKgUT|V>|5&U7A|=*yf5iN#FX>D+PROREySw?OO-mV4(Pi4cMon5q z{R5ShX7(!*Hl@VAD#?aM883<5O|@qaua>aXWjfgJ#=FR;J?Mjx8qC~lOY~G#31P!Q zUqkq$K2rv6+lSa#r7X>CTs*uV-|lXvS>0sh68F9?WGis5xn!~~R?vReqSXlwa*LS4 zyvtA2tu~DRRs}}ZlNS`nXHs!GplZDQ#;Si^!JBHP53X+>Em~9~$0ZDuK1I(d@4~;K zrS~YOC`w>Y6Qz_Y;@g!oqhJS%y}oOs-@i|3HE1MWGL|ZX$-lR|VKX7-7N~QqLp-#s z7K%htaOkQ39Va}fV;N|#Tq{G=3}!Dxhmmn~#BiItln?v)3n0jRr*u6FDwpXg1y_}@ ziF$Gv)jd!u(jZepIWvsjjw{IEc~oaO(?Xil`B50voi2kn_&1neV@4fJr_!H%l$AbH z!0FJ&D89GVNjo|#ml=o(R-Z7~|K2o1&yeoVA2Ru`BP-k7zA6e%;&#wd|yp3m5C(k|KhY%eu*8AAlw%qD7&uxkpkJHmri=JexV#n_| zHy8(ks--Kok1Z#vOsJTmo9~d5)Uel#Z_X>*vd+9g=;K+#_XI{PmjixG<&8)^%^BMOf(A0qb0sx9(rP& z7F=CjrrG+Q!E8%J{Jq6FWrmUzv3$+xP-P?^1#!}Xea#0Jv%A{)$%pPASw%Lhq6lae z@>V}|;lK0qebR&X-5)2e&rMnP$%B(-MUCy_N=p#giJq@po4)lOF?r@;9v$68*!X@Y zn?cmJexpUdbzbdKtmgd07s58O>mj$)6Hvg&6P%-?ty-L|m8^xSCp-#o2q}#M z-~0S+E5gh{3abN7vF*p#tVbh>S72UGZAY3*M^1xJB!OnqbSF+oGm>+L7$woRk zxcl6DnTN=A4L3}h(Cs%CI{F|PhcPkA{t7#YbOaK{O&i@XTGxOcvqH0m;BEA(!YUhjR!-ztjhDGO$in6w>(L z5tYV~L{v#3T`NDus>0JM?ppGzGct8<`Y0bLj1&`0ydYZW4k{GbiSES4#F?Swe@DH! zdhZxL&b5-P3=Kxi*zZaRSHCIwTcXM$JP5P3)<4haCDq-*Ty814>(6tD_&fy)Z9}Db z{t~Qvayasi-c*y#6b!;lPF5;L#%JfbFbEEG8m@rvHq&T^_O!U;HvVT#&cj)H#G$=Y zQNOw?5qGvmv+Yn$$;?UNqeSH4>w&CxLPn!vA;1w5wdVQNd;6y2?2L{a4`;5lw6go; zyl|rw!r!PMi4`cD8pEfG8sE(FaeD4# ztURfp>-sB_);XsnC{8S;_jE31D?CnjpBnU>t>RF|q&gbRJr-XX(!t*;Yr z8{iPty`ya`Nf4*1Fu^IIn|Kp?I^-*KbGq#Z< zx8kmu8Eb;Ln^{u`)$UTy*N&a^2XRf(=SOP2y}cIWrM&k7@e!cMFO_X^Qxb0*v#HfB zCe>GXlXvbk|+%peizx4UI@UiP;jB(mXQK;5?b2MLd!k? z%giC76tEfHt=N%1oWf*Pi3Sx}{h&KhawOjb=is*+y--}}kfCp-62M3qf%uq%+5DI- zudrBjrDKHz?7w*bJ&|;tS!b-HcbZur(mfm#r-RmdvC}_WH#lr; z9TjwVmy~&0PM3HKey%i;9k1ssu!I1AI1hnI!lrs#Yyq5SJv|zBcJ|b&H1qC66l4SN zOwU&ZqW!gz`rcG!Dk1A=4th?;ftWr^S5U>6hTf)9*iK^WHYK&*2Y_7;xbCU1(=r)z zM%A@U*9SR>(7X-^_#{F{PTo{(Gp6L-`P*%>6TT?hAGPAe_XiJ||9St-M9-BBK4~^- z>7>(w;|Qm&iFhU1%qY96mzPP5>H}v?Dm`P+=k~`K1p0sU>V1K!f1lm=O=D(b+o`+4 zy|oZ$_rqaU{u&9%(;v?+10JRq^WQMR4L-RBjn$#J7sYyR2~@Hx1NBD@A5XV7T%~9# z1Lu_K8yM}0wXRDzc7VNKL3927Hd_cZ=!@eij97ZqAZGV`w zjO66N!NSG{a8P}Qm62TB9#EZE963Dx$WH9~z}k1T%x8$}nDiEo6VKBC*;V<}AZw*W zPP{qwr+?!0>q`Kq$duUrh6UgNp2oz@9Tv`{fWhN+Xdf$V*9CAkIwg-08h8m}TKX}yJgdxw^J@c9cu z=AwPS1JaXx zVgaLy6|k)HL&rP>49&o$Ish3FTt7V%0*Lw4*-7VbJ9N+e*HH$1L)fAwd(YQ585uu) z)qf%P9N9bAd(%lp!GKOB9+%%NI&9r_=d9-CVm8sA>7a#P28x|p9Qz^tPbajp4dtb# z9Y~~mdV{RfntWN4v)4&>S-TD5s>dM$v|~Y1YD7R=VRbO_NhD~|Fei}?^6(!`&VHh4 z_2J(5P45Ix)c4nTb?;T3T|e7ApTam#W*?tS{f?z!Beau^>K7r0kZoxGWUivH>fK6O zxOvIE*yHANg0hXD!BxJ~XI%C^H+s&vAlU)lfD{+g*R{o!56$>Z?^O&}o~7IkCeQOa zlGDA{CFss`Tjx?|T$BVIl_lMf7!#u-16Ow%G4ZDQpmu1NwHdlw@4I!h6e1eAog?mh z_Vxi%3Mb`AMLF#;@4xRx9RBv9 za40fN{Dq1Flg}(aHn0D=!VRq3W@!3{-1p3yGqCQ--u}wNsE!GSuhsV?GU>0l)0N;> zHoyFe+US;UkJXRz*ZUY4Bh_J)T!=FgeG{c64roLYXi5ybO2TeW6-RTa^hFaAXJCVK zoGC-x1Y20o@lBD-8)UrPZvn=tm4fciPUif`OE__>`PF}gZbEWK z@GB%x3_nKUgh^sMLA+4z;*WLZ^8;$D)oaA;{t&KswI1);?+ut;%^#WK_I+7oMFxp1 zoyYA+B)7fD)O-};&oif*=g*h{h2LGbaxrCOq)6pqoLTSfH5%s8E^71gI$2+E+#tBF zts8|@6wQc}Z;0d6!%Yy2kx4O-j27;eNV@?Mh%6@)Hg}}Y} z08^-VgNT0YD())ak4#DuReiSi91HA`&T}f_ZSoffvDplUK9*9p19;&3c<%iuyiFY5 z27Y3OJPlz%I1>{l1Y@*re`&G6que^(v7forpF^M~f&P(I=J!v{sN0O{mLMYovc`-d z)Ho*x6!hhl+e&9-hc_9P$2u^*k89%W?w;&N_TOZjAw)I2W6X$8WlVS(-9m{x_m4gyGmFQs%&N>b_)Q9)YG)u72l~)7iGxLH%z}}KJ7`BCW~^gn@raJ*H=(|NaDT7b z)H@7S;z2U&BOKc8VoyPu-%0IB9-p4*@P5qiXNx1y>lF0r{#wz>y-e^{Xo8G*TW}?f zIKOwgUchITz{ix8Kop}!iZP~5_AE?#x}kchKLkJPEh(`BHyCOTaJ0JK1Gf5(O%*LK zp}3;qW5=R_DzW{9G9#meehLz44vvp|Z?Vl*uQHEsRoNF>BRy}yuluUcHa1IUM6y^? z-gla9yr7_7T{f1JmAGdjFFVdDNt^b--ztYUeXc9c96Mafdnzk8FWXS%k zjnhlQ=K5h$(qo7gUcsS_Pfy8c7vhrN_7k*vySO%L4a!a>-XicLKQ@t&nzUO&c#9%G z5}$5uIJRhD0i{As~?uS9dj0=kgJLlzvO@4Vr1k3ArsXyW4-+p!_W)8J*s|t_7FV^BYk@j zC%L;YRIfYCx%tuI(9L?9%`dh98xO&@ce6YBSw6+bJUcPu_k!Hj>7hyMVw|wKd3oHC zvbqGvva--#yBA0Hhg*y@;Qw#4n-lSHl2TpnOON7{bRFVy-+6F&IQxMc&1q}d58ZyJ z^H=JX<;l^*+siXaxf<$nvU=wHA$3?+Gjsnd2HUXWm=dd`B4FN?c*6G6emYMs*l6np zo7Z2#j%ajn$F^HtR%%>^z|N<|bt#h(;>gOytVVs>7f!SP)ZhQ)K_eM4`;&=HyP^=J znmtNY_r7|CxPvQd?K4Gdn;=3m22QBjggs`+byMtcF_$(kK%@#>Ok1wr!wsX)a7-J6!^7VWMRMz>Eay9yM}lc;3x-tCzCVS;m89}g49fCou>OOK_7`g!2xts?@s1D4Cc2gi6W%6E`%U(^ggL(!FWO}SoGSIj z9;twKB+;rY(Rk%jco+$_p(8&(WxH@gzT<0xTaowP{%Z}AXYLUm2Wtq6?=U?8@AIk?S|gM9I~xq!f+2g4mY za!T!gTJYIa8Ks=VmB5YPw4cKrcfj%52|YSITAa>Ee;XxDMogRwiyN3MwpqB9A?{Yk z5>@kJvo^a#NBqd`ne4^i2Gf+qRyrX80B`8A9ybvH{>GwLQIBi)lPBLa{jW4v|i?dQ)olD~d^3jP;Xx3uT(&94e!tc;AWYHIF` z7TdIgGtKcN&%LBU7Wwv7mG^W;`QtaGS;EDVFGR=(uWM$jUxl-O`TqqP?2ps(z{wSJ z+facd9VB~i@0|h!l~cYUw!iVaJy|XomFIO@==kEXv+#+_phEe=M(np0A}A(%<8Jzx z;zadGt?FJID#`mP3keLrP9FUFPZY8W3VoF?+|0V-FZ=Z^H`tc&yRKZ0|<8+V(?=TlzDbZ z9*Lk;Z*v8N*9Q^J+KWJPio-$T_U(|4jt&^xyqk`kQ|ER4w9#^J>gist?|jja!R*mu z68DZ%nrecQg@r{=r)^2OdfJnFAP6rFweK4;w#-#KCv$U%Dh_)rzCkK>&g{=mC8)AN z%5FZpWFi@yb$nW}i2EN|d0*_W@fo6W_df~>f^8x8b8?HBF|)xd{_)D^wZr>RJvnJj zNc%4)P!JYh#oEqcQ{n{;=HD=Cu1d?yoBE7kvEu z>^E=TxN&2uV(1ch|CE$VN|x#g>!Wf9Z~o>xAYo+R4<6X%X)XZS6vqN0+KyF8FZQSQ24x9m(#I|jihKuM|C#M`_t4(?X_ z4D<1|*gCKb6~tSQ9m!nkc;G4M4(f8jp)8ISLR?X&1ys&H&t+AU&SQ=k2q~1Jj?8GV zNYYp6|vE;+(^ue!xq87lBwK0aXK1%%4R@BbB z7wKf~q99+FEVppx4hYmvX$8hAuy913m#zY|&C1XJ5r_@Izxa_XlMShq!y__tn)2UW zT87?@CSj8DKwhwzs1TiP3Y~3bOZxtE@@{5QU8R}&)UFUONPO4gmuiZvddS_YewIyeuke7Tn@CDWixBcF%dk+C>AD zms~#|BbnRoH&N}q^3Bga-UU`^y22Ogh8rB?jOa-p|JB@}Q0gy_m{2n6NwV|;V@(LeWVf0U0I-0o<^#}(LvooNGJN#OX+!xk6>1mE6Kgscd@DMS3 zd{tI$CTz{+>->yzfc~_+{~&Ye1`3dKR`uL&%j}G+FPXdr$hu-`hN&!CftA^~$W0q3 zw0b}C6oBBj8|gb{5b+hs${PAYe+b(eKz*H-nlLJTJ( z9_k3>NaZi_;ABOnVODQ(RstmH+7p<|mdz(zO#*6;5f3^Sn02|(8Wuzv6dKWwmBvqa zDO)Jmcmlyn0}xF#r(@e^%){0Tvp6yJ>bA@gG@8WiMc*4ICm>B}wF>FFNw89WW$#*c zmyP)2D_SlsZ1EJ?^CZ0}O`JcqwQ4A|T>LJKnh6%Ed`im{wd$5t$HT-q7PLeJUcGx* z+WsAKPO*Y6)QZXa`VDw#C2%out{v4AQ5IPhtZ$d;`ONcZMiygap&Ed>bRsT@vwc z-41)7Kv3yfdoWo)AEm1w13HWck4f;60Ucz8Lujw0tJUkf)e2AEnQhY40-GWDzA2<% zV63DbP?qyEoTBHo9J$ePy`)^I%uXP%i=KEBVszV7RSJKH2`(X;pJ>a(+zWo75^UHT4xXk-~J zJ#6WCJ!KRvtk(YREufSjjD~_vth=k=d%vSa{Plzgh&UsXRNkv|xo;ujcfLvOG*9}L z&$(ow%|#H#mYKUnxL1Q&h>FG{?k+b{tV2W#VlP^ zvguVFk{dWNlssrZesnzL3#PbtuyL^zb*}6DGwV`E4SK@N99MEGuK66wpl)f!+d5&%Yl19#Sv^n$_w|XNj(kOD%KbcdUbf3Ktcw)RzUKJeCwHHa zGPCOF$HUmGFm~(d(Siu^l+VH+dfVHcwGdLb@S&JcSJEgVi%PqJ9&&IrL-$Y>-SL4e^saG;x=;$ z|N12=Dw-mxz8yRx@#iV!~!I~>Fbk8~lT7CM$qpr_sV68ff70ruz zyjwd-pQa{Elt8VBN3Rx#eWqiN+F%e{m))Iii0RFQJHLk2eS0LQMnH!jOfIvtz+!j} z1zE^ff*9IZ2R;&EFFbB*ZDkM;h*(>*zI*rXcdq72LV6+LpJU||$NK@fRj)>iy2U%E zdCWVXJp+AVY%%~7VH{BQsID%e@p3Vyv|mgBjoODTbynJc1H)`c_dkfuql8}J9?r>XE>w*u8$D}Fdf_JtrymLmP=9kO8 z1eaDFFMyb%a))qj1oJ^`bf1TutnBm8cmd%+t|TTSlY98^D&TG3bxU&ea&_~J&;b~e z@yFJfGx1jTk&-xw_wcQ|g4TvT0YxuK`1%r6`XW;!birkfwqj+g`P!Qz)7I^(&Pa1=wWBT+K$r_1V} z{V}_!qw7KSwUP(p^^-7n9mqvyyz;JlL$Y;H9e0rA*`{}<4?s(xBYOxbDQO;%-ezWI z-cHtZhn1F!T#z__1EW#ODJjh0#de8T>zBKpp6+y8 zPgImG3E5BGIo@AyU+9eU&N@kz0P-x@@?x9mi5J;9pzTt0>@!R+-2fMhm`VOuwyv<} z?ouse5?X+`Iv2wg1TcADg~x@b3ep0u)$Q$LV6kDwyNxf-&(&Dv#vG)pywu?`^n{~M zn)@R>^Z)dtED=LH5bi_PGRgq&UXYGHBIr)EZnVs|t zCi-wpPSzer3tUe0omlyUx^g)clanhP_WljBl){Ajo5J)%EMfJp~pLDE;Kx zpQPS+;aAMuz}QlVeAFybOQ#cFnjUO=p-AbT5y?iO!T`kw zsXXcdjEr5X zBpZ;58T}7txssyw1@I}+Aj3Nd`bj;MJ*3nh5xrXHzn=`lmf;2vyJ=U`_4ZDEP`)8G zaiN$p1>wV+)?{Vd^4}gekLtkOGDQQzGtDR)XXOOKw7`NVlgej~a#z=MC0wP%75@F~ zLir6O)+uUmK)*9jT*BgF6o-)eGmrX!Kro160}CwAa#8j0$o!i|yPhEoD$AvWNV!Gk z+OxZUg@9T|7qynChmgn*K*;Jto}F<%jYnOhx3>e*)|OT;m!~c-qzMBDBO&ReD@zqN#Rj{Dt%`0j>2*T z7?Iym_p4#`X2_GspBAu|TXKk$AE?y-#XCOydyv?bP5D47e~U?wjF9$~A6n_ktqV=H zt%S$)>Cx~l#{rG2lotP102{&AF9(_)1=E7nL>(2pBXgO#WIg(9BJ556zwLw#c@!s9 zyWDq`ju7R8pjI=aPMPtopxnY*$jS<~eA^iMX_P+BZ9?tmlecw>a+X_}AP%2kYmt9X zI^&Y)omb5+PR!r|B8AcCu=aE$g9HVl7onC8NB#C81?uX4f_(x3fso|ZSDu;7$LU6Y zJ$I@gl>tsW$k7VqkLT`N{6ga@@A!8%iFL>flsv74GSJlwkUPUBxc&<)DOeFMcb}qpds4T)Z>Fe&Xe*_W zC+E^ryn7epaheJOf;$vr4d};HE4;g1?f#2nB=0I6S15OR}0dl!%-RsK~-j(&!pTX32#EU|; zL{QW!ztew#HLhy4Ws5m2*7+0Novg|;4iFSXZF=}0AK&tRKJ|wWYXS+Vk-@ST3(CHXZopd35ng4g=r??!usSf(eQ=@c&%JNfkfNw zuMx>8PF-xxyQ!d{dvQm@GUnS_!AWSEoJ{)u{rk1%f*(I{iHNGFtPH*PGz`49<*JSr zsG+jOxz-8uA5%Y7;NW;$fd}7W0I$oE3~;XSw*Nbp(1A5L;eIq9<*`w=2&p|Ppebd! z7im61$s=;Cw4VQbiRe{# z{B`5B#(#&&C2-h#4 z`q6%a=c=RQjT%f2N zGEAMa?0p?qEJse>zdmWuC%|880HsT2gz%Usl50_F&^8@D|2N}w9`(qNY(Q|S$o;ns zcub}v`Izyl-wf%ytT6!QVboAVq}(=l>lwDbFd8%Ur1EXa+wcV=9XRylD2+fI_K=c2 z7^Mo33O7R{nx=Vh@*uQ=R~&mt1gjv~pB;vqxH`p!Kd(dMB+y&2b*59?)ikGnv$Mfb zZD@vO^3-$Sce{twDOw5u9wggfLMpEWQ8rAS7mo?pqZdyiQl}IhdWi|4C!t>D8s9%1 z3XHzRTh?UY#$#Z7M-7;Q{g6^L>f$zlV?C#Lu~<6TLau+)g+WkM7ML!3Nc{T2Bm+l# z#bi#xh05!{ipOLQhU-lTM57lu{b>l?BZ%n8({90pSG~ z+RQz^PVviZ^YoBm=gGfEf|<8Cadm2*kPrQQpX6e;8N8(Oco`Q~@ERUdz=f5#4LhlL zajdA1;ClJqLTN|$h&tSwjK_IS>Hl%)UrFWBTsH&z(!bd1=Z*dI>f|3$zMR=+TpxXz z#049OWLu7-D3k$51PNo`;YZE-b_x&1#eB%sDILTRAT<|y8wuOKHc8~+@i2?L(9-0> z2nfEbQ$$d7nnua2kN$HKFxf*aDqu8J@m?W5>K(iR3<(7=23)Yjh?NJ{cpR6mp6wU8O$088`u@w~(P$bcwY%-+hM1WEez*Lz( z?)Y!1r%#T`7bzn!ug&d9w!~bI_o5y1GS))Kkk|cBwhnT)nqd{V^XF%-8Kx;v?gP~{ zS1Bm8PO*J_8X6nJKYUPMv4Vg{DW2#mJ-y+=(MF-Ci^ElPTxNP4AM3{W`zHSzi$=Q3 zb84wdc^&c)2KndZFeBV z6*Ec8ebpoCyE&e&)0KwOmH$!LX27yZP3&-%@Ab+)oBuMu{xM70if`I(fnOtvx2+mg>7ltBROXQg*Snug2YY- z|98XcL|&7oC%^5cU)A~}dKdxRo!f3v+&P@8jf?=;Ox>hRz>lmW<7W^dt?{3^)@NpB zkUF7=Wb=ctF(%GNx}e-c+057rJ*52~)vu7nf)^@52Cx5T(QJErt?n25 z@L`a=U=C;;{^!=|MAfkIrU9`$gskX!W9#HvsKIjDIy+IO9tvZP?XIWywZ6o}!6hVY zGAqy+Ia!#SGb$MyDX~l1uW(?}H}CE#+Q)}qzg+h5-3-j@d0IL`> zuhYx~yu%I7Ukat331M`SZ9rQB{dt3j=RHuzR?g|?r&e4Ng>0^)svTWc`fF`Vc7{#D z9RAGRC(>9=fYP2u;1gL4ey0K~r5lbvIrqM*>cUD^E-MV7%v~7)nX$4G#rhyl?YtUX zTwII@&1T6auQ9DXPc|NO)POvQa9ytW8kkD5+O=;IOAdq4eN^AP}u=8=9J~myA0G zo4?&N&M{a#J@xvkTVmT33Mo$T{+bk_8PwB;LP_t7Qpe4i6&IiLzXzcJK+Hnjp0N7k z$Dz4ESBCT8K^4LgX>I6(Hh!)WE6}Q_q9TAc+ovX7Iduf-C|)RTwgN3oiJG-pM>OK_ zX7J!NYE@v;l#WNI8mYzKPmySFuwtfNV0rApenp9F3G0Wl+70wzl@0S;$O6F=2N9 z5GbEWPaiY0w6T?4SF*CMMbAI2Y?g!HM?8EFQ&V7f1g!>n+&1)t>?YP;;(6bb%h^ek ze4(9hj0Ht~sK=N>&8Ech(pS{{A*1V_Y@Pc!eANrMp-zWe2vo%})I>q)cF1+Xx9N$V zZ6qv1l&0PkpcU+A8UXmrcs!r9Tmad8T9hLXx26WzbV?5&z8{!Bj2Iu+gFR`A7j*(+ zYd(A;kluG6h0d*Jmn@AIaoh_cL{%LE064bN>!sxA$j4o=g<)59#7Zq}%goCg&Y~Q- zHSW~?R6q8~hwkDKsC)UJsmj+uLFLYR=~Hs;8t@t_vhafw_mXFeo;lk;%$OqvNnA(G0rJ%n>RJ>1^GP(Yvw z6n5%-%AYI$WpmFY>m}9|a!M#0YJx)65Ki4=f9H;0zC{oG9|NYZOObJLRs*?Hf_jyM zi@nyde;oG2(o<8ZYHMqofCd}_u^_df&rxa*Tmw{wyJSUc3lA)*qLmLIoQbE~hzzm6bbRp9}d(scHj z?w?>wbgx6HI$o>6+Yi>WzfQF7`O^1$|kTJfZu^gZ|PajJZAAOyVAM>D5kQpYV8 zaBqmOUNv%F`c(^+$8Ul-_EmHA7QuX9ukk2BU4bfl?zt5ZYKS z`lM;{{LF0@ZUkM<=t-$#f?9%@Davn<2XP7k*Rl}=yD2v0G;{QxuADnv z$z6viGz8Gyq=Q(}&=3 zMEC^GqwYC5**l8z^V|Hb1D~CPIe!P^92*RB$R4BPh#*wP#2=E^l9?6=!ksQJBdzY1 zINR@Q|Ew!@Z=ubMBe<-E+?wr>b-bP;=l1e}(&sOXxRvZ|P2UZ%b|33Q@ zxiwEc+Pq_~Nx2WK~S%S{nk#Zdp)YEyQywixr&wBKH|RDCtsI z5EuAX{qsuK%SJo4#+0SSUc4jhCfcz?F`Ac9;7 zxj>2_q3oe>`PIK`eyxZ-usyi9lM>5slxOp;bZV(hQtSTxx5>V{?gqX)E7w?xJlAX` z)`$E>z19m3Q&6l-zKWQh!_HG~CHmluQhYYE92^`*?XS#eG9n1WZJk&TPfsDAZ8y`q zNBVb-&xIz6yQ>zNw{@>ouSvl8N+u2A8hUyOA43@hM+F)pSn==Nmz>%p)+W>A4BPVz zu*LVjveO+u{<^U6V$PD!=2Rxn`SZnU8t{53Q8BSG7wqHhin`XT?o<-Xkptdq20LrM zd#*in+SOha10Dok@1HdXYP|P0^Y^mVGL1Pg(j*riqzcC%9@?H1mId{%^Yqrd)EmE97OZt*x)C(FlS$ zRa%RYmVS_-_#17Z-Qwt{>B&iW()PC3%JOo+3}I?2s(Gw^EY1i$DWIdHQ^UttX$E)M zl-4%R^cFdfHbzBy`))KFsjI7B8Wk`#HSH_0(rTC%Y90fh!k=Uu}>BCc{ z8>?lw+_C`=1u@sT&MqyZ+{|Q;8?agQdmLeB`*oUGCDW*Rp;O=+j;(kwN|GW{(FfOd zTly~jlR$|4D9(~qA@cLyVdH&>-=(fjPC7by#|d(lg!s>${tz!xOp9)5rxiGHl0U!C z$5~pn6h~6a!6IF=v6*<-=(p=LHTiWNANZ>$4|mi>J`9O+rn>&Ay~^La*_IXC8le0z z4;o6W$hLm)3hrj^Ly+JX8FJY2m^5={r_%$mV2T7%NNw+I-0_m*jP#(pSnj!>0{bjTUqX>!&aDXEcSfgnWeVU zAi2Bno#HO#9xY#-!u9Y|htRH9PPwQYLJ;epZfT{Lv(jW7uuAyxcI(GcpFb;(O-wvC z7#Ozi;h{nhc6=u%uMYdhj;h?FV%sEjHIqusx*`d)wA@^!9}N-s`ruF*!#o{&H$xTN`H-*RTmRQ!_BNO#p&EZl>&dJW^$<-~f zY;-t!^r*+o+XlYA`4x{bhYI#wKFAU+KcYfHu95|JaF>)NFp7;VZ9Gdz@cgv37F69Q z=CORwz`099l*w$ga;C7^X|@D!Sm@>LUG>h;&Ymzcb4p%_1c@73z_hdk4<<$oSM)y+ zU{^LDs_5X(HAqySPB{ggtAgH;*}s3kam@Vuyq1*};dHaPsp+RNhd^t@ujiiS z;cX!aSKFbtS)ZK3F3<`IJ&27QAAfK1lFBf~`cYKM&Ww3qk$FVlw{KnT?JvLCVwIFL z)ig9TqSL0QEdgT=H0SGAsM_InO2e7OGRO{4PM(q62v$zKk}CV;gzTCDe8uP-G8O^x zGQD`gGYfh$fBx>yEl9#-3!19t7(lmB!0(77BC927$4uEib4La?)Iw>>*a{e z?cFYXK}RO%=-ZN?b5cwZ2La>+cF`3HlIx%-XkV?Yh#vUGAH59 zsV|QUNS`O-k+BKOv3k;f(quHdAL*$T=L)(EOyNDT|D~@=u=W4W79u&HuN==JQV4lJ z9hImi;{1k)O#?i{m)h5mlR3r9toz}Q_DkOB3U3(TNwlYmk~8w1Ea-~p7vc<(dPmp|9JK$Z%M-)>FDN?edky zAtL9S3u}45fBEu)SFd#POX@Y_7~GF=F{km*j8z-s2{qor-|hYLD#n>4mOcv_Yqd`- zaSID;8Rl#8#hsh^0YJZ>Ma3a+|M9tI-d@Ho`~k=>9FCj^B3LAJwG5nN!YLP+U;QQN z-}3R+mnmW#wnr`qQFkBBZ<{k1_~ zBZWA=usJNSPx)p|;jsS%2uo(>-2D9bk6|Z&(aYh-teW!j!KK!{FD*JUe!+}inkg~Y zKR1W;IeM(f9X2@fGWeg7TvW#IY5w4mM{qglw+ybV*O+)Q;h#O7cPr&EG7v&iif-cV z(Wj#aS>5K=6iP~pBZuz%YA!BGqF^W6+)8JQ6}-m80fBYrWtvP=`4Ha^ryCzWm`(fF zLv~hWAUj|j{f#$QkNzM^b?E+V-+P}S2u+l%fIT%a-CNpG1&pk&zIPnDnxjOPhKe{t zE!8@o?1QB*$Tn zH(L3zb;DnF)&?c-{&w`_<;G$A0PEh~UJeo7NLpHpVXVwyxv2mFQ7Nf<1+o*x4#=%;(lQ@WlD znDFTU^*AdjDOnEeTh>7rb-JRzJyB%bZabJZw4KDn$?qmjU{qzLXiI{y3Z#4E7)kHV zVqpF1+S;!-mL>>4hwJKM=LrNL?G(L8z2VD!uhbhDm{HGWFBDpIa4}!8mjV`V9Fua% zBDy=@C|`KM?HYge`paz}TvK!N7~{B#-^Y(~W8>rGWwo_ev0eN80zNP#4GY9_?erYx zNJ>i5Ew%p5&|@mS;6Q3@OiWf~r7m9IG0e7l!>np|lfWeAlGB}MAT}znva+)1QB{*$ zRMY{efl3vSGrt#_F0Vq_T$p1|Vb@zITh{NAkVv-Y&$+U;)(mgW!Ep`3l}++w(`?yb z9#FBW?Zsx}B>Z17@cT5W)YT<7(%%y)x4i_g7i>Xd>wAU_bu5}iFK)FUhdk`X*irwZfv7* zq{7o1_^hm{@5p#)sMI-~N-BmjIytBwFWK}JM|vA=_2HMp?7TS2aq!;9xD*eDbL&(% zq}!Gclhe`D6Nm^n5`4yKr2Y`EZt>Y0b|gsTVe*gd`aKt;ZT(4!2r{%vLAj#~Dj$VzJKEHDn#eC=e(B zSq`o0eqKp5>`7ED&bR3DQ3REmw&*21^=0$eAw3hoocE2Lo%=oprCAbGIEiI-J>y{7 zVOe3o)&F(H{eP>^|3mL+)bC)&@MIC7ou?KA{3@X0glcmzFS>X0oqxC^>da z@lC~ZEsYn;_J31rYc~`sCC-HIsKgVPdx}2$kX4yea!~$DMJNb$ zY(Lg@UUm$$jS|=S0gUod&P&}kB*>PvZ;2}u-lFzHelWwTf+km2*KfzbKcaq>+S#1lyK}hsU#&6vI@EsiyhoqGO!Py9~` zgZFiv`<_);Sjg7)^cU$lFQx(1R=!D-;nSy2UyCg|uC98|S{Zc+S1*JO?Lv{G^!$P} zfOd46X>;trme`$1q~Q5n+HIDNV}lw>$$^GFUe zGcz#@p<%&@#0C0^8hEdCc|ajo3}ZdHdKBRl<9bKN{-fZ0^F@PTg@p|-5O`wngqY^B ziw4X{c~HZ#gQ$r%LEsj%vk*7lfu4J2HcUtmDe<=J48b%fZjiN892+2s;s~urc0NjN zGCu!lJERb(=yo6=LV)9z98Mr|K%51-lLvV2l}a#+KN8l*39u?kO*>*YaFji=!b;D+ z+8sgsBm$z&z8Yje5YNesU=kP?c5y%yLn<`+{rsZzl>GV9K4j)ck)Y2(4(@Of734h{ zE%xJyyPPV6V=^N3+Fny*yhzYPJAphWh6I^7R952O*1FCSns#AaoWu`_xUO3`s^9o? zE4{C;rosPbFQacj)bWprXAtV!nZLT4e8w={&OL%m@kQT9dAWq2vg$wu!E@5E54ywq z`lOyi7)!>^G?z%8g9bNmk9z5*;x zz|>rc8kquah|16=p?jYW#Zdk6b1z8Cj{^Wazq4N*iK}(`iQEYnl17d^hHiY?$M(Iy z`De9geY>3txMjozS}radQUrDRAcyg(31aZa``7s!2E@*y6=Im=}@5$e<0dA zN^QP9I*&81BNsUp9?2^v=2;(eIrSGk^h(I6lK6QFimt?5`L^%2Wt#bhxzW+II89Y!%fE9!VoQqZ~FN7j0%B}#LYV*z_GKl(^qWqv^7!W6)`HBlhEF}va+%us&;N~EIF_L z9L5mU8r8_z5(`~DJq=CG4BXz%{N^Semj^V+s_7ZGe{9kpddgM-9 z_wy(yxpsa&mh3F6Uf~5P$@0g?u)ZqKGMAYiHew;v9dPJaXHU;rdEI|aS2pMO1wDAs z>&kD##nJEDW1DyxXSZB+fzTMRq($pD&w7ZIlpGH7#tojM|J9wmcv z(LPHh&7y+xOB}p3ON2Zxgu|QISL8&KzfIjr)Dl~$(+BooshO`z{;17H5`>Fdj#`FQ z1bM%&(t`RWF|DUXoIL`}~|OuK9Fab2@k-V4c|Xm>7DmXn-CIDOax}Qw86ht9M=9 z7-0aFP$4!^FBnf$tu5F{qQi18jJRM+JXS1c2XRL8xV`G})}%Lolra9Wb`};yfzHy> z(&^`rG_Q7n6j4_>!0JUE(-d)B2`lCBrwV$YJBcJxT<+b?0Xi-H)HBI$SA~Rx=yztq z#pb@iW?Y7ZNxs%^Uw5=}Jl<;gvtV0*cewWXXZTL1IsWX>(Dyfz{on0J4t@S{$f+ff z6_co(Rh3j??k7V%wXXL`-CgrMf#1lr9GC+7jxwg z+Q=)t4|BP+4r68Yrh0cJ|J=EA3TxjTBZ#H~Q2ZmhrC6+!wwb4V#@svxcJ@wk-Wy!rI$;!0> zPiMS=>r@?;WT<8O-`R<|x)Cmo^NWxpI#Z2@FMQe}((fLff|707C38w%cB#TbW;wYq zru31KJ4AI8I7a2>^qZA$gS#$Y3O6=3rl+P3_2N4^K(5&~Zi|YEq1*o0`u>Cx%!yz3 z1A|;|ur5?*B&`iS6o}L%YPk#S zMEMiBaM7s)B%pumZT^Sa>3?UC{)a&xKKm0hr4~`4sMG(T4I=?hApL~M5&|1Iet8`a zCVX(}dI}VW5KfBPgCks;x%7W=mnPq#5mf0xj-V&nrH0R*VHoMRxx|uG?=LhOokXZT z18C}H&+GC3gHnvp8i8blk~mUq2qE^e*W=bN$+%YOzJT;TB>E694ChvCSWeVB_JMwU zxi}PMdk>Zv1hR+a4n$SS@8<8T2_yyt3hxQA!CT78;lOG$_fwphY>eWlV=4Lzjgg5V zN06*KO@?0Z4uAv$_dw5nuTV2@OYV}~>5!cI{F`7M%Y;KkXIB^9cW?^?UIO9t>om6d z+_*aX?OL*3Pk}Tf(T?4nt(Cpq!M&4c+8!*y2JEHq#KyL&4tBIQ>r!t?{s`O zJ5rWs?R>wj9@^U4>gwyue)#YqTl3vN+#C$+Tm3(7B1%+51FNt6{wt7A0NHZEQTAT= zKwopQtE($JKc5P11XN_eXUhiMXT<}Qr@pB8EFMd`a{ua+6TBeYYFcd{6{A&ugyl_gj9S4g2r^cvRu9k$5Ad z#De_9iPa6SM^+HWwLhl%zgk9d0B(hIUx=%m-qD6It0_X$rLcIoL`6-Tzf@dK{IR;-kB_ z9H%N3Z6%@tSCgsPheQ?!gVXsi_&8S2@jtmaM(KCb~B+jQg4<|I`Wi`AG+a4Ms9L)vUD?UYYrRRF;(od^2SJq)n`4GXaeZQ z8MyogQNT12e}*25-vFoi?aFe8irxV#mSXhgBnJTwXOx2R&l}Nj4EnHQ@gDCNel+AB zI>x0f-0$>M$ai;pUHx)!Z&fQ)DBUY~BfEZwX5MZHb`xevpYKEl?+h-{6})&wPgN^_ z)p9hP?J%ucZdd3gjsuaS4aRCW8I?FSj2{OsjBbSZV$jMaAzv>#2Z|#qz1^O-Cf$il3n2t`BHp`k}K)Yb3J4^;WH6oFP0 zxfl%wl*nCo8J8sf<&B9H0@Q1jBO&MRXtX?|o+>c}lp$t``1p7?b-^iFhon8IlV0cK zD8hCE$-4stmt}B;-r#VOhF!{{QTh{$iw?j^C3|8VXLdnMmj!`BxFobBrB#Ms!>j|fSYWjHf4C*2GJRYOklC%$NcSL#@EoYnUF0{zY+ zhdL*IGs$(}mYUjAN@mgHkC`$aVe*#VnlvnDO76(Rd6G_G%FfG^xB6WNy@}qvW{x&Z zgyoqe=oR6+ZL$N8>8{Nmtb4DafUGZ!=dPJ6*@foLfq^_d zyDFjbw)r)M=!=4aaK?wmzr2__w5g6v0_1hw!n?sN?xQrOcYm%qUpnHaN-E#F5gGwuEcrArWx%_Yr(;Zm{PmJ zJVHJW&7z^?;gaucVUYzQ1TiXyR{8f9`8NmFsxz-WrUX2{kldxh6t%4kC$sdfN3a}y zBq6`qY_$9G;X~4gjnwQFttq~{8?p~fP>AmNq7y=LbAbXUnGz5p^1xo#IeFQ-0KNV5 zn$@T1)4z}hGA3vfgjTWnViu3d)Y}`dHSi!(7AJcx$`f8ipbKG>)M$Cu0S@LHR`oFn zSw36ov&z>2K3tPqR)+7?!!WtzuLQ1NR&tv$oCpu6Ja^_ygKni$7ICEsEy9Dv5E|w? z4Zhotv&tfmLm#?xn%W{FBHa+K)&MV`J>aNWE{GTHn_nY*?oRV^1`Z4u5{7F0yFvWn zmG92?-Ld-hE11xr;O9JM@o21EY8CSzJ5b%XwUn~=9f)^C4&;XT{MGQzd7m{gg5Ka} ztdM2rSps%&Cl8KYR1dWg{Uai19Om9@I+w3a^ofZ*tiV+6hAl!j!F1+~7{225>&9rO zucdcBgsf|cAL`vnLbDokdb#8~f?y5O)_Ewen&YqBf4Kt7-VUWq{)j$d)MP?5MZ&Y& z^4`6IymyN?&WVYABOcfz9-JeA^oUcmMY`%j-R=IMwuyD@#}*s1p!*S!J2LtG6Hi E7ttmP5C8xG diff --git a/_images/956626e914daa94f300d17853c5f31e80954198938209c41eb34e37eadbcbab4.png b/_images/956626e914daa94f300d17853c5f31e80954198938209c41eb34e37eadbcbab4.png new file mode 100644 index 0000000000000000000000000000000000000000..4e869516914fba2b6af1b7d6d858a2e36d55b216 GIT binary patch literal 24289 zcmZsDbzD{J^Yy`&6zLH3sGxv=bO@-l5=w|jNrQBEDAFaObf_RG9ZL6+l2VcGZt1Rf z_VIe-`+NWJb3-=IernB{HEXv2Jvm7NTxwht3Pm6-C8mHv9pONsaB@zafd7-P9!dfK z;I|cjXsc*pVC$f5t&ft`wzV|1ur)Q-Id89TZDVX<&dJKpdY$FGk*%$zjQ|^)+223F zYGG~2)=u^70{oKGmQt!VC=`)4@(1UGNUAXkr70&Zc1y`IZehT|F|H%}V0p3GC_sWU zW+kLVzmbb1ZRYJIE?tY7yi29V&-E_oiQbknI(>~)SKw;$*&~;p9?QFMcg0Ij`k7h4 z1zTNR_7>0F35LEW5nSbEi;G0rq!h2I$U-GbM7k#MxMHkB>XM50oB7*vRU`B-pwVcB zXY;jmo_>CQ4N_Md;2%iNjvLKYtPa`tsdd5@KRvcOsqz!C$^&IZg$Cc~w=v zmafW?Q#L%9hIe#xH@C;MmM#STe!M!5#o5K>V|I4EIepnLjv24!x?mb(Q&W}=cK9uN z$2v3B>OUE`pV&W0CgO0fr0?GF`jC;qvSI{(dx>61NQjGvXQMKd$l%Ax=!(#ACT3b;W{hv1pcMq1Sur8*JmPzTxT;XSpG-)uif)^h%{(6$CDX;sJF^O8C z`L&IEcU}&d8`cF;6{%m*=L{Lq z=+c2#gdD}{St4I3eeTbXyh=_>W8yLIm*R=7ov|f%;X|W2YGr0>3EWI{$}}y)Bo#__ zgcZI{Sc}v7`}xU;D+)BMeV0UEOihgU^CJ!a@ABbtgg2aKjH?o-&`_G!hJ~Bw!R1i= zIa(VCOF5ee3x8SmmO)U47LmNr=Y>j`j-ohgBqlH8olwQIX3DLO>^C1z%Ly3wd3da+ zFMBjUWU2EwnDQ81-TsiCK6X-MtD11A^6+4ne{Tu1yu1IivvXy;%_HHOS^+A@poLoQ z#(dCvt4%pISRSq;r|CmUmwv3E>+(_3rx> z;lxl&KKz@o_tlSc4oeP~=?`-;y8Am_l__ay0fmFkfkz4X9=kGJf}Obd`p);xP6-PO zwuy-eaf0h_0-8T8l=IHJZslWeTo$<9LyMnuF#VX}l00Xpbf`aK85PZGxZzQ5JEI^c zxWJVnpBOT)U>{I?eHdkzc>wao;Q*%GGN; zOXt3&jruXO_M%W|;Zytc{QP)=%de65k(#6M=j)t399Ad&eANQeo*KB2xh#S3?7ZM1 zbA{B}_aBs7E0Nm2`pxJW7e04w`9=wC_LHQxH{N9{|FSmIjx#+wJ38PnGyyZ1igy@% zo0R0GW>NmSu1*4_=``{B+%MfXoG%3g1dtuw?6)DJ-)@jZId1eA);n;(xNmF6ta^KU z{p!b*l$7p0;K_Z5`9dvwI+n+5Q(42YQ7Mf8I5YF}mm-@+Hg_3i$P8RaEW}<$F1jtcxQ<_>ANkZSr@JxVL+j9Q zMQh)!jZ#upwid6Xlsn|UYc-cyxU#?K;o;lI%f-d+ap0O&G>ZG=$&;-*-ioIK z=2O)t>GfuQyr;FS!cli!u612>8Dg$m6BA4Jq2gED=P8%YzI zpO8Rzj&jRZlB<2qQ|ZIOG-+nr>CpT3l&vW{aXx}H*$Qi$jwo^ z&`)E4HcfAhM6joUR9}_6yuAF==g(n{dJJoiqN=Yn0Px7%>M@N72_b}EbA_3iW|f<@ zH1PM&lZ4hATUaoX2L_k$HlK{YIy+ZyX?YwQ9HP;6dAu@Qug6XXcI7_Sr*Kd?7Hwl` z#Uy|W8;(}IDG;9mha^+2aMZqZ*}42;MYc-UruF_ia-L0toW9}x0zR8M%M9;(NT7)x z$6X-cjFM>`PoPlS9{6$X;Z3*qffn>CwezY3x`M+;e!r%IZV!!to#eAQ@=r^eE=N4u zH#m!ilL*FN=H}8`SKl!SeLerUJw;aCam0K6bC;&$4LaB*zKw3(;?-6`|N1c$7cZ}F zeos!1DV##f>9@Wsu*K^`^>$qvU59SIm|K8LQwc7t@$vDsF%f=#K~I&K#7#_?&CJY- z2F#h5m?TJbSei!PcJ*%k@M3n#7P?h6HXNa7XgM)Iqf{jEpoi*iTEnXkM8aF1x}ic5 zkJ%eqc!!#wo}}~ZTQH~%AnSMA9N^;OTCzCYut2GM?612{Fl)U{P4%VU8$Ri}k)Qbf z?c1liA^ayi_cw*+n>)LHBMEGk?0r{Y8%9C$spF!TZZ;>5&MPjlx9+Uc4s+uxCE zKI+4(y5GL9Zg+7AS{;iaZjG*4$N00loUnU-`r50}vx;QL8hmidfwz|1J zy}){o#AHTp(vsiQb*$*b!PuLI=Yj<{Zy5+i=!Z3o2ds2Y$Vm=*@FO@-WO;#i$aR(Q zf`NzTSPq+s1Hq4ZA-E+ zQ`5SIgBLw==y2Ui6AIFa+@TV8R!tRm`TE_(%20jP<~V*E-=>RU zryBLndakyKB=(t?n)xoKwi~-IdC`9x7-*4ZjQ{De9YDsswCy@>U3}07cX}Zy8mP)V z19G6mO@g-ZI&*Rvg9-RnbDmVJj0nVq_?IR>xMgtGX?r5_x@V(hUWk%#I5X6Xt$mv|yLCeW z9W^U36Oo$ER}B;0cpzZK#KdR_+glf_BL^I{f5GrzZ@b?TLvS%V0OoT7Ml&!|dAW_J z=IF9oFpy(edboZqtG?k-@7B7Md=a&0*HZ5H-R;f6dfnq#&G2rJxlE~d_t zQ2X8wP4wS=8;L&yv7aA+1VbbeC$cv}RJOm-2UB@@lFrf7VbIC&OC#;@bW-T#8!y7q z$yf_I3~``egHbSSe5<2R6aBvDqHuADUg!8XV`2B*ZMVCuUp$#OE}OIoZH~i|PrxIS zUzxM@ATq*b+~~6qsn}nzSY6Nda8ug!Sgxh8foNj`JJjCY%_osWP8=3S*)+)BmOV2$ zS>N@8s%`XB-`4DPJJ(+?p3IY&s@YYTc5Vnb>xnHaBJ+ZFP$UgNb+NyJKK!Nx zH!Hqf%&kgj_WGj;aTan+9t%F^JS}0UV@vBprh`)f4Kw}r_)c)4mzkD6W-Tr?eqYN3 zfd2|%Y++#m*qef;rtqk!ie$YPCEO=1@w)<6xSC((0_Jx+}F^M zWeC5zVRZk`p*dCT6SXTRZsC!62V^ILEQ&T-G*}1 zy(?mTv~pHa~9XJ2RrC#?lgg} zD!GSidAwl4z)b-|;w8SK(eWADN<+(^W005{aRs!`Bo`D!+&s^Iwbu}Pe}aBIT=Ovw z)h{x>kH?m|aC{ge>t4ZG>MvD0U8oFX6td0h_(wwx*8-n2;$mNnm^yusT|T?_Yo>h0 zd%es7dlC^P$z~V_aQz|2iTeF$Ce68e|F{w+&YGc*5xt7&edtPcvN!+ zli^^$K@27-J1SY>DohA6Ukp3L!bk&l#g0=44ze>p(rwnt@d*|(Hm!>GRbG8f)HPxo zl%?~dki2fh@*bQwcFMS)@pIUGc!i6+Tsx0H&?VAzl=m)=_M>}a4%Q2C286~-!OpHT zwlQMpr)^Ug&-%;sGBrb_0W?}+hetZ?FGpAAco*{4;{XJRs$08W6yBU>VsJCjp0^iN zR#tv~`>nKwcTWPA0-mXR#~Y-ty0_gz=)Tf?;-xA{WncAsMjj5A#BU$!yHvbCe)w?y ztbfoJZK}d=&glo+(oWT830%R+-i`?6E4ymda#dDoSJHvjQ(yIq&UMeLDt~@G3VwaF zO?qkZ_VQ=j%XxeYJQembLWx4jxVu*hl?^$lMwj_Cvm>Q0-4?H%4!w3oS$sg|pqaDH zve!8EzLr*Ki@{i!Bwf$QZiK!SBrXanDw2>6}mZ)4Rhi8{XO~hotQs z(aCvvdBbPI8^*T=73Yf9JVf3whv^exFxkSq;hcn-bjp5^7a4Kg;fVgij!#WZonq_v z6n!!pa%*7u&F38YuMcll?hY)jgeUGj*V-GUD1)p8*d)8dFZGv=yDabKjXk?QIlRzE4T% zqPQbnCEvK6!JsW+z(e)?nc)vfA*0?Dnv`4(a7-0GDjjx#A~PoZ02Ch$IMW8A*wB;n z&aQ8?FMI>nx<@)#$ys8PC$`1Fzg7o0H#+PTVARigav2^Ho(9w2Pp3VBwVY$k{`hg` zaPX#i@dWu~TcSvoE(vj1qxL5(vshfTwcZ_F|H8?jnHp~q|E-~No`za^IEN)r41J3y z_A)81Hlo2O9^Wytl7UvY#eJFl?fL zu`AcH;{l2=D|@(?U-qYRi6nPH1yfMpLP|x2yV#s<%FEL-O(=2e3u6GU5o{KJigBLZ+yenY!Nv*ei@3Op z1+~$YZ@fF=`yP4j)!!m+6)C_8wXuzt!D4H`&GVkxlsigqZ;BIeWS6brf(D~=*yU!T z)+#W^@~d=Fn6-4CLnoIK$&Wxwn_>*LF)>EZG*$b8`wrLsnDm9-k{H`ksqbWQ^QrS3=;@XpyDl<(*f79Io>Vb@d;_-?8L4?M7$fVyQWMDv7D)y56No7Uh?)1vd?5R3bB1&8M<5e z7>59dqN~+-vZ~~JJWIS>s`RC^Tdu-zT_z@y1o;%~vG94>3~q$*v=qC?pD^g*g(vdE zvrD(88r3 zy_%>H^R#in{8U|~AXl}|2yFMsRc587p-FK+;^xyJu~bT$3XXE^q6Ko*e#AGASa)wt zNd8>gqcZa>!!esWEcFeEGrezSit~u=9Ws#hLyUIsKDM z4TZNL`m!|Du;bT^SXP_Z>e;Tf1BpLv0qgPLlLT^hv2l@tD0`$yvSZXX$d$$xjzL*j zStV|g7oCF$c6V|l`jCWcYrQFRZ{u}K6#35`4Ryg(e^r8t`@vV~LUm&pMl2~Y>`LBO z(fi{N9&RJ|@w0~XB%A5TLW>njxWFPRFf`GpO=#tK5u`H@S$yipE}ZorUfqUgIIx3Q zO0;7s^`68@k?s1wf}%bnkM)Z1TjJ3AJeITm$KcU>SDtHA^2H;YTjzsBQyI#n1#E0= z8Z&V+mxb8KyHn(BPttKv)A`fXVwVXKqTMUCl%r0IVbA7sIGax9cD%eI6%kotKK+Agk6BECEwS4r1h-#*63**$Abw`8|*il6Z@JI z!om_wUj1fX1LhFfl)R&>u&2ieR%|k}<@zL>k@i3*DJoGgIUt)(Bec|Xyf1AxjlKHu z3rjvgO}b^b#w|tUV85f3wTQ|vwmM{v-G+4@m-&!pY26aXKxnZR>Ug7AJp|Sah*wrt z*6_W{wQmuoTG{~{Z#pe!wO>R2;FGyv*YtR~m%6jg#n%a8mG3WyODlXNeR>mx-Iogp zAoyA+B zh+1vmY}cX?PNGc6Mx4kP$OA_#`96I72oRr!t5|~_qaR*PhRI}Qb&6-@n~52U%e%ih zwy(LOV~{wM@%5cB83xeXDSd7^Z8sDeHGO%5EP!rn9*a(Hx1S59tdHFA;2HS?2L_z2 zpSOrB+)advIko&Dhzgcehf`tR!CtT&))+x1%S_3r$Y@c3oU#l79$chn) zPl`Qykxu@1?zXzkj(;@UVVvw-v?KNfo8bkq(8*#t(m`+^C0ruu*(Cqu()hWaksuf+ zwnai&ne6R7Ddi|>DdeC@AgDv0H9x*9pUD{0djHoao9~jT%h|i$l4Y3!@p7AsApv6O zpCRz%yz zUa~C&~R>&`&E6We&-?S}n$ zhb-E08rV$R&hcNM3hw7!dsy|!GuFu_w!6|^kN)uC--PBKnL)sJ&TH`VJr%q`^iHV8r;~{q!@C0a!#m`_7?}u5MS0) z4-s~bcf;RRyc-SjpWnU!@OMi$tPvZWPH@Exvgay=&E+i~I{FT(D20e~r zM{w{l_sAsdu}4#o(%2%(v~^U4t%ggOc#gYY?0?{%r@4Sa>+1qqE;-fhBxb!1%37Sc( zeB!`OCX*2d!J_#u5^{r#T<@%+Qlz=4p`50mrgr!InJd%H4AIWWL{f49$!3BKiy$?) zQJHem^CI;=!e`T5FREdFK;n^+0UZ5CLfAF@-^1tyAp2n`GCeuT*qO&2Ry&bnHF$m9 z)%gM0262WqHvaoyM&1B(e$4)XDQFzYiS=-)VfJDS_40?gPbCMZQIF*@7(1KT9!>?} zcUJ$()UL46_v|A&VayE@B51^XUHmv~EXPNMZ9t;$g)4YMA*u5*sOhG|c;Ru9D8-OSVN%@;WcD8~w z%hj=KpX&4Y<}H8u&Ta3#?ckgDR?&v~$Fd`BcGulYXWzbi_ilLi3{?nVZo{QK5L{g4 z{pIv!-4FUD=$tbNJSSiH!qtva)!34}>2~YuU%Jv%IfG>Ky`9+0Xb$P1PrS{gW>!d? zvNJsEDSwW1WN(aG;?rOH%oR4a#q65tHBMT=xeW|s?U+kH!fb97*RqR1!%(u{E*xPi3M%se1 zJrf4Jhxd!Hlv((60-RaJp9-zSq`xP*N>gQ-Dw_ezoMKB50WDut^abs}HY6~}Xd z#xbBaKotZuKOhOP>?DYBpy3$D%m1QkMaKjLa2dr0#ig;-zr>kDsY}o56}Q~{=H-xO zB&mYkEi1VG6>g!?g0ya7^=~5Dd4G~pl?+j56ct6;DV4}1?mRqwPJ{i@QvjEc|) z1rYV&FP481{0GPr$eHtS{nm0#K11IG9oVEjR;D|*y;iNB}>~0!^}teLzXSr>WTrh3H18-Gcm6OBdrObt|ujMXdnB(`T~t*@zlbw9xoj{b2f} zsjOZP^XQ05Vr-+Kp)v)j&Q9m(rEqC{%$v7wZ(WdJ2tKV5R=iNqR|EyU?G_7n%)#zr z8*_G9O=QK|WzZlg)Gcr2`ZA(lMux5VIGHFyWk>B{A-6XH-`KY&t^1bevhr#U_Ip&k zul@lGKnU9xP6yjl{QGO|{Odmzag5B(CpRk(h1e?htivQ3&>Us(yBcH2D>d@`U9<+p zTAw{h3{RIg9$l*2E7{!u*#Rps1K;DLZDqdc|0?G6e&J4(Zpa9v&67|x*H3iY7=d!l zSdU@i1Qagl*LXfE1wcLN&`w^y?H6U5Ujw1U4;q90PEx26jI_uCWl1b^cyU+WH2H^O zclN9)&s|X3$Cl6di$Q2et7%B)e(TjtrlNjJUY-bw-fWC3VFLfO*|I;!MwkzoWrS_WFeFqU9*3JA`Cuf;cipx|WQW_mVE`XTD{|!0vn#$X6b^x{Bu;Vut-s%k76VAY-{j|$L^gR3iR`t$d#yIwto5xX zChHO^QJ^SbH8itcW4K`UAGrwREDn9y>Cg!9N)=DWm^f~Y`1a)K<3SNA&Z>?|-DTmk zQ>D@R_m_S_zPDX4<1&GVng!l2nx>ac9#JAWz`z&ZSiIfxpDNxU7>S|7$_i`)U%hi3 zs${f%L4^mH#Su}k2s{5klVI|Z%MV1Zn4n2QfjSPkK#W{YSwHFG5gv8 z`u!7yj4+Tmq@WxR$~vBk{qlb8oZoxdGC4ttb0WctBBZPz0zmWrZbX{eE^TIZ?di?) z*_<(ADTsz2rX2*BC(qHeNs&Fa>`-{b@}}8w5Il4q<>WBk`6u_faWUSfAvqZ#QqPfV zs;|Mu%lbt7E|(YP#1t)5f{3!;W_X%)q!>fh#gdQq=g*&K@J}dv6H|F2=zShuF1$6S zfBiOdrH36Js{M$0R&3uF_s`z(T=93_OEH9R?YjeFl$E)Du{jexkHlts1o6{*Nt(5a zd^YieUJjJe~(QImHnI9&v^Ee=j{Z)AEy5eb|o#JJu{-o#gtnaMZ-?PyGG>q<}Uw zW+l@OT)bu^CygDgdovqN9IXJml%K-cxQ^Gg)EaRNMSplNDo{iq7}wzd&-$Mnj46oF znUsnK8RasJg48L80_@#4=1(Z72HpwvYLYV@Pc9cdE@S}Y2G|3k?`dBQU;Or>(b=#O zC<8Sls~A~Cg*^0$1(3n}cRb^@T{oDj55h{)U<1Jdr(e)fIH%D+;oVl7(=z*az6caB zkr%;I+*hRu-lXt9GR!61$T_3{U~Pb7^p0+MUd+lWgjk*w|52T%Nq2MIs+TrQo4fV58nk zFtlJ9n>Moungb~cC6AN+z%DzeaU!k;LjFPiZ4<+NjB>iI&6b0qhX1+ij~g=k(Hw~A zn5;+EOJiVyZi1rNL^M$e4qtLL7TnjTDihvk<03{RZA!-*+ljfC(7N*QmUk2w!elI|7XZVSg3Myvb}m5a$76ND z`}B+WWI7Mb{cT#kn0G~+4Gol+=h|AD1;0Qx3b72>3;56=(2?ngF+@FM<^Zo&bAnK8 zN(w{8+Iu#uPF2J2-@dWaK@DR@Mam*7&Um?0KX!W}Ft#CvJS+f<&i7?s9~T1kvubLU z*k6qFF?a#s7lqzfIYq-`I$XBeI!5HNbrg($*h){R$KJ(g8Fm9Mttcf<7`?-Mg!UCR&fFw#vj04Rq0%}hP^&WtwbZQqKbd0&-&lz%+CGWOPZ1fK2;%5NGQ!ID8B`GgM2}r@oNLU!ueh zsa_J(W15*G$cJJ|oZQrla%~0G@KVk02CwV_oNtu2oECB>nrSbcU%z4h6SB)h<)|`pMi+G5*ofA#P~M7@<$# z)SYCkx;N6n!scO!mm2L*VoO&2T4dfzKFE{{Kc%2;Oj(8K?lLd(8fJjf}24`(^~O44s+S@xBIGIpkj+beb4`Nyxt%*!;eX zEkiX4viJ$>;0`V^y(5suhgl&v6Fh~HZ04g+-^b>9?%YA@FQadqwKPMKD%2knf=|Yl zpVSOU+hJD9@CbLjbe39qL_gwNwPq# zC40g5Db6|VTveol9@gWqs-&VUCSj4i~@3vm>BA3)o&ow zE5^a*20^hrIWsfZh)X~ZTNW5eUueWM_|2GPWw+&gH9 zqx+FriQ&!=$fcNdT6ffje`~|PJ&Kbvu4^p0-54q_V3)f-pMW?T;YrEox1q!r zU|6)?Xty`!WsV{=Te4b@V|cQUp(lGB!?3(nFpFRgB8XEGQ@wymjlYNc!Im*InS%9> zDHs$kcO=b07CBp1fY?O-fsh2S>Y@?;lHm#goD))t!lxqTga2}eEzzHb;`={dDWXRU z#Kbd6Lub((A8tEiGWyR>0SXw++`(Cb%1)evjL@$e1%G)Tz-_*-OnGkY3VIuAieWet zP~9?ov}fL9@XIOpb=>KHVhu*v=PxD(8ibgHSmkvwJqnn&@q#o`bkXdiJUaYb=%~8; z58ERXn8PPPa^PgbRl}-`$y&b`HrJs9xt?EsAcc4+gVoiGkkau4fz}TE3v5tW{^fPz zGI7`l9OP3kJh1xJqR{6M#=$<^s;72jNU_bQYAF@D(f?Awe-CpB)VS=7xd|WdYoBU4 z_~w@;l4iGRw7FmPtY+6>wQqLTuBClo>^{JwAeDsazUD5T^A5hT^#qJvUgikxa_7cu zI{v;{U=W8$@f$Prn&FjX?!%n_zrgCd_$l^3>bF=O9Nz}ga0^7S+QOupAqFx%nZUFv1eQlR@iZ=&7K|!^;83A~MJY7^LS%>||ZNnxno3si$r%bFuY?ZO!0_ z0|mC2r3Cjq=T4|!!$a7%X!HsY&M&1JuA3k2)>5n;zs{>KeLo>LG(=hO?!Vd8DYEulKU45bLi7a=+XysDX0*PzU0mtPGKpk6REZxX?8K3CA+N2MuvpE(rM?{$@io z0DuHQ%(i_H`CnVng1VHTRp4C&+c~5>y~QL0r|@4=m6$#AajGzBCg5bzagA(R{a=pW z<<-Smf6WR-hS4g4p`6XcKREF_qoOsqfac&r9%2|8WH%8AS1$x@u;4O^&#sc4!p)YN zEbA@!s4~3)?SEh1lS0I5VtQpjqh-+BYd#>C!0l)Sw+R@w5U8w`Zs*s|eyq6(f*X+Z z-*T0&D)bQnYt%d20E^&)AZ6i_&RsT?r0nKud=DU{&mf4>3s6P=8mziZNbhghrfsSWKvHy2zsX*GTg&pAd4DUiMvHrEln{lL>8INU^< z8FYy5>fHugn`wVh7`Wo$5Nl>TM4lm$pDLPI{;a;;)nUtMGk@;tR2RrpsYF@S9ADOy zoxuM9q{7GNgf}H|v?YVBcuIPDAYub2k-rgEdAPp_$=)(BFi7|Ugt)@qeJ$i|4(O!p z0;2Boi;HJ?74dr|&04-D*oUaaAPQ!kxpjyEA3jhXSV|Fx=|q7hQ_yFgl$#p{OsMcM z541H>D=~C!q&&8KQ*k*Ku^G$YJ=v4X5_<11nnKVonF1E+f6}uh&%Oe2F@}KC``>>+ z%LN6Y$eyJz^jCnc*mA*_wg#F$ILFPP6bqIg!9C(=B!i^kHBU}Y$Ae12iQB~2fFg>mwB8VBLM*cO!Mj&SX^F^s7}(mRzbH&BTTymJl}jE z=M)V;!`lMoj`O!lb>!*I!^FC}x&c0&ux0HS2E;3Jr20WaLXPL*9D$ny*frLs1qVkU^O4w{XTX5dyS*rbnkGhNuq&4h8x8yP8#L*2PM)E_$f@-n# z1Yu-3XnWA>LS`(6E|nB6*M3PAo+woM^sw;VIZrBWqE+x7%XfTJONJu7d136%j`N;- zB}8R~JoqieTcd&elTo@w+mo@|&4$95Cbr6E5F=aQj|NCqL9xKoK->T&2ie;9{!+V1RUEHR-`WKv33c~@m+SBn*$XpymJM*wJtA~Z_;rZ zG!MVL%R0iWwS8x>ux*o*Crk%iYp}S`3(#PY4-UEcAHO5l3`DMvNaVt0R7vEBznDt2 z?;!Z6$Otmlt`{pGM`ZX7?XA z5_H7@=;y_bx6@4SZyf8o_7HROoHR<<>G5+5S{3FK9WcpatFI*;b)fu#%z2ZQ_8{((kT{`3HA#obT7!F3_7 zts@#ud49D8+?ez~g$lGHm{l7nXQ7+q`*$4n;b(*Y={1_a_=JDg@6lIUum3Gc>Zng$ zKr1jI<4G~Sepg-|pOBD%0}{-?tji#F0c!^9vX}2mun+31VwL{E_a&fTzMkQI*KlQ` z{r}gNq*Qd`(C7n5A)1o2Y3qW!PqZ9!y$}w8#P?Caq~V zaMfdNnplgtW8^|FSYd);a;FHO;w}_1k|KVs>{9`SXHv>;@$4%GG#R|r|JDcm{O}<) zNxm7O|9xOUR#LM54VXJBD_?^r=B@*WFBEW~ZVKL$uv?;Vwn4juatyYE4)P7+Mz3c< zQaCD7_r|7t(8>0RyxVFu6b&^&1DWa!DSu?xXsh z8U!zH(|Kv#qZO792@cmsz;y7mO=vb9krtu!3C^p?rq9rk_B#*4*DV@k?}@7|zss{6 zdpVZ<+J|MqVtYAGU#_ha10%x9{)^U$X!J|)LWSYXL-X6z@$v}$N{BpVb@-!YZ}$BIYX&iJ1>0a< z!Ti(vSW(AoWu=;C#NV%B`YQZ97t95aHcP9!W-jwOO78FOlC8__|H{c6_;J+4#OmPQ z$?%J=Bebrvvb}L3u#2QE$}!%)!mftvK!0fI4Z$1`BPe$!w)r9#+$%d4>^8aJqEM`Z z3tmE^TCw|6Ai>##8FjKl*>VB=21k!tyylS&cXU;|SO)FZx8J^in1(KmhLKLgDf=&^ z@~44S3uzoF!3Fye*ffzylLaR1276LHy&rRc2z`Bb#l^)TQ3OQ;;S#H_Bs3lWN*b!-Fa~K1oThn)Ny$TpgH6gq`NYC@ z{8?#NP>1da&~|y&^DjM^`NP+AC{G9v4g20k9*3H4_>X(wx3|c#!ib*x={lles?Sgy z6_|DWs$<+F>n1d0fuQ&66{Ifi+NYf-{%3q`L6~P$4Hw^8I9 zApRWZCU#AqFtA;IusMcXpNrSYkDhd&u!WV&BIn7<)|lxn1gff)>~+X6H9%xB11 z-cH~EfXrz4O z7%Fwa(6U;R=7S|cza1|)wi@+*a{?yBH*x<(*h?sNf^+$Oe!flQAUl9UYFFQOPd<&* z6w491lPZX4wuw*Zs0E+^jU!DH@3OMYBWtSxtCnG!jmQc?BJw#jOMiRPtS>Dz=GRo3 zVvL^>ep&mKKbEIHHbU^M{(!B&to`A4*T`OF=0#)u>zwu_iGz_Bg()s6gmq82|JS}a zpTqYM3?$HWD`Nzg$^X60-d6Pb4a6Y(QTFvG5rIHc-$dpJwK&V$X&!gE_wxVN*AoUr zE`YI25toBQ8`3{;!@By47yY}Bq?2MpZ!Uk=vpBQlWmC_?{FI=b9j^bQvlB;Of@4ra z1(W14v|4;AyJzrMD$y!pdqQhxQ1kJD&0BM=)WJX4q)T}M#EIX1vQSltzUMPbkY50n zFz;&sQG`|C;2(WCMzdUe&ULeNK;7NRQ{7xGbx_S>p=PS@4$s`1l9Cu;m6+>G8zx9^ z0Wt&pPHZV+&)}qplflu(41cgQ{2-x;E|>psSYQ}O3=Q<*8LEmBqN2|pv)>W-{;l)W z#=Hc7A?IaW9i0ZtyQNTk zdyaulmkS_(h%xZPvuW_`-od6OYblFosS{pZ{ZRG&usY+y<NEaD;3SV&OMiyY{mcX z{D{J&^VRqMxc3!TnI-AD+=xR<%64gR^dgM74o+KKMQX00_p6IbNJ4VnTZZC zQ@T)J@Yu9XDZ-T&L&3m|Q2+F=yCaLm(gT80aYTSP<^ZJ5zrvVnng`4yUj}b zC4Wm%xZdpe2(=~ddHO6Us2C{bjU6L`NDcC;yx8Y*jwcVbO_1ga1mii=9Tv8sum?W( z-_30Z+=gku%0~4T^EO9ZV?}oT;t$dBPZLGx`=|r`HYV0s#nAfVxvM`RNdtIir~JYm zbWX0E9L9s77vx_JRAi^>>EaU6DR&1p2bDVvyaUEcZ2$uw~AW`-Nw> z0>QhBbo4LktL1q5cm_hw#Q(;;OO#geBPsN2R}RTz{anCqz$Uu#ql;!Tvhq_DZ#Gr? zC+$Ktb$1))yR?fdzgzuzi0xl)rRf|)p7w$nUjll3{Ta& z(HGo%SqtYN*5ZVEG0P>iF1ws?D0cf}mG%=ugX?N>gC8Cr2NQx9oB$a$wNve%MwTvL z7e1h#;OxbTQl%PpNi@HtFw#G<0Vdl&#_Th`nB1l@q|@ZpvmksU@IJcChb8G4FuyHk zwtQvCj-dR(8Q#Ge1_kW}%iV=^cEl6#%NhSEjAjHenvkXGU14G5#>U1uXQUD0ms`4b z1ET7kYc>So2vGmdLrY{-M6x$!=GSly!ny))^hZX-9k#kxaGDp;f;Fmagpi; z`}S|&Zo<<0!7Z>-<{*o{d^f_fOT)qH+pUviE?2_8X1gDsO2A7wZC~m&m({eAcsNr% zWBam2b#G@P_;LYLgQ_4j2fPw{!GE~7iWs({gXa)F9sPdr;HRIABiQZSS)%JhWh57n!hL z+P!=(Zh!YRgryJ&C_5g;lfC>cTm6T7QIMX6%P@eYKqi)lAh9jAJq<9dFlOn{)_tk^ zBz!7`>TU!}R_gg*tJY>>K79Q{0iUNSFJmP80WDHkPTU)3 zbm-m&Hz#~X01|P9k3Vxtb)21@VP$L`9H1!AKPZ~;?F7`(!EIaU8c|@XVX-lzaZln zp`VMi%7IihVZHzQmE_Ru@c-JTd*6OVOtJ{d%7JkWGC-uvBF2#M5|4x969fn_U;w+U zov_6SzaE8<`b+t z0^%OHBet@Mx~wPPa`Vj}X5{@hldLjl^VjqThERL8LFNb)SaFcFG(LZ8rhU$7`ZEtI z<~CxCYHohANLUC-J65HV7~FS;Py{{K(Ps<6guP);9h--aW^(3ynPJe9BG}LKA0x*0c~Cvj z9JyCPtOBM~w&4z5XBXe$)A1+>eA;90jvDQRW>yu9WrBujUm6dl3#cr{;08c*nc|D9 z*N^@VdTR7qp@zE69%@T?D<{r*TBdX>k2yw%LZ zAC565ywF*Ha*~_7{O3=-Q{HIkBKi7tO$ok!F`nd5c=`!Mk#xau#4YHua2j=B1`U70 z(D1k378(FvFD0cf@cA4uG&eTjC8wO{#6fb><{6}WbZgrNYe!4q$l@yw3;jhkUm5(5 z;E%l{cfJV@97Fu}MqCXxO)Lj_+isdeKk%x)%f5Cs+^`M8H9TAZ{pVjjG53Mn!udF@ z1O94{UA1$o?o^CiQv|dVR9|y!MozEq?LG}Vc<~#JAUXTXI4a=lbP2*qqv$PzBhcp{ z(^SV{?q*F8*3OH1(W}&$QrR*(Enl0{Q@~v~hcy`dZOQ^AGwHmd80@u^u43Hc-o6kM zp^Ucbx7C^iQ#W&Z_Js`9@ON3Pe^ns=rhU724E&89-W6d3uxW=}jYpMdgl`wHbSKm;lrj5S|G}KwOSeXeAw8?-F!cZQb0eD)oPID8hVg#4;`*;CCaOW$8dIbp%$r8E_$KKOD0= z``|<*rVc(PGR2vnmUF1}9xX$jN$`$-idtH zdspoBu@;xkR?n@IJDq^> z-osjwLO2HRRo%k+|10IpqnbRkFy3mb)oLh;P&EaWQZ)x`lN_nw9v2e<4*~@?iak6run~_*lE>w zdJWVMK;65nQ_|D#h=V$wm%(@{=_88FA^Mqi$jzBbKmJpc&{g5?F zaUOxKPhd`VLvU`D&riQ$^zI&Dpst-+or;~{$eCMitGJpg9-)_OT98&DhPmVC@*)i& zF8k`$YrL(LzA)J?`NztJH|kgOE}h$+Lp=NBr=M1XGz^C6T~!IFCK_IA3#I+;%n09J zxy@ak--(kQ4oH`59TL&LB5$03W!PHidqv7?Wrp^38Q22NSM_+F-KIqK zWuDz>d@()p)~%0LYk&T7?CPcvJPggrSQr||_s)KK&*?VijqUc@!k|gW|UyP}@ z)I9!}#PqmCRy~^bgpZT&Ttx3@#X}FSzuy&V^?BUYZflIk^^M>q>)Y`(hP#Awc0S(7 zO5r9?1f)#NMl@L4HZ$fNC8p;oy2huzd>W^@81<)TGd==6#^7205V<_s@<)H;9s#CD zu=+kVHpy)q&he|Fb|AxTLLZrX34i;`Q8NDCe6l2h&-aGTI^YsDz-TdZuZs#iw(e^K zVd5YQbkN{;3ejaM*HQP2(j)vJ$TxxaM_z#9BYDK<)7gLHe{7ZzJa}%N@!$&HRrVgV|7&#+jX(&Iz20S2-S|L1vhv&P z3Y4u8%PC}iKfoH$fvty^n%iTo=dj_pO!u7on;mP`fyWnb1jfNO-AR* z(tw}08Q(^bSEsKweA$$IFzzgy<`4S^V}ODHZP93OK8>mjZo!PKs{$S4>~GH)Gk36| z;n>jOjTPeBt>wX^GX22V=Q$x~E?l^vN~6(eJk0P*C`hBM7ThO+v`~@Dx;}sYxaIsQ zgxX0nbZdc2zossAQS;oZ!~M0#>ov?+R{FTyz9Cb3ZmxEgdTdJv*18$m-<)W}s(R38 zg6k7FWs!J;18*Qc*X`$C4z>j2*z&RtOrn1NA(0&%uT>Lgq%hRCW zOh1XWBt^1g&3@Z0da6Q0WQEy-R?>fV(mdoXk1Id->3 zJ|c8QEmS&Dl=5}^Sx#X}SU5RwDK4?lC!VAb*STo91`VZm?Wqm;IjRW|nI;Yid(Q&$ zaVeokLDLNYf zAt!LSI=!rvmjN70+{Dmm4)9xUT)|ktjmb=#&QZQ8V^o75Cqm82&Ombnm}lD4W|<1b zn6dTlX2FzVmLq^C$dLJeq?SUNKb&zx=cL28yzaZ zMKP*@nwk$bBhWp|Ms!s5gmbAi%YS)tShk)QB~zjRpyVGrXveol8`c`Fgj^hhMjZfl z%d0VdxFQ=ect{Aj3g0u3O$Ln9bDd z?h3^qD9`FAaaN5$`U8|~$E^y#>`K(*=Q0sp!!=@WLUg61_tP7%Q08}`QZfy9_7E1s zg@pIRLq5=!#>#X^$Un>0L|M+YD%nu{<5}_;q?(n0DA)oB3%S_qLyo+EAQ{$8-}%THqx5&h&I>LsZ-Dpa<2`>LopbS&3sc!P8>LXGIhe3tQ8nWZ# z&NHg@b4y-cmyc)V01(NA!BUoyYBu5UfHfkPTzPz!kh!EFI1kP07YQzJGoKlZQ1~zIRwFi)$aUj;Zv+L3B;rg#KJ`eQCxcy@aYe{q& z-i~R55GBqbVI*lkG!v~;0ft)HZL=|+cMNfqv?DQOB+j}8JOC{K_{8UXt?^@)cfZ>3 z{s5;P@q;&3qTG39B!h3ueq5<$@x0q+L;Q}`Eg&WS8u-?p-~|CdFi@$ZEYa$E8-UrE zF$$@Dti_BSv|DQsv}ao!mGO{lK;f`XT&IHtcvhRO z&YtCiI&2+wI61*wYl@@H=}xj#6xa=dpt+B#S^}GdYOuw8%0L3vf`ccILKz8&=6{_t hK{4)sN=fA^uP}>}z6~@Q;O0O0`snema*w!&{|+_N5lH|5 literal 0 HcmV?d00001 diff --git a/_images/9b197510ef3a06b6511845f29792f9d9f567a4263f0a4078fc1a8d64c206797c.png b/_images/9b197510ef3a06b6511845f29792f9d9f567a4263f0a4078fc1a8d64c206797c.png deleted file mode 100644 index 27934fc956dc1ad16bdd579534dbda07e9fedf51..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 12515 zcmd6N2Ut{Twrybo6WF2z5io!VNKS$z14u@4PAWN+NKS~C<+ShKKArX_uTHDdGp?V-}S?TLe*dA{Qur-ueJ96`G(5%!v{_rK%r2F<>jua zqfon~P$;rD6#L*OvWa`r;G3wkjIOf=+QQk*?5;UV+06Nl9opH>`sOKD^Se&gXa@mq zQEt8qr>vZv?>LF^@Yw(T1>ESnmOP#G-%rCL`|rrY&bOIg?1l8M zk6$9cOpeBQ)on($Re1~ty{&AW#7vxP<~?*3?v3Ur2Ujxqe*YQ)zJ*=+%j;1ySF(2v zql;6Y^KZ=zRaLxy|Gt@<9EB=+U`Cgjm8D^4m;JuRAa3~dmf$G7dt-+ z4vu5Aw7uUpAH`cZ&kq>|yDglg^!wP2Lfz}RQ!xlHT=#j7eYDUSP>3x*Nl89Jj=Fcm zDW8?|f;$|>-|p(B4Z-8v&uqtNXeO|SPY6yusLwX4(0;h@u)3yZ$P-G&%s>VaVilV1 z3C#uFgop?_m+1}}Yinx`E-rjS6FlPS4=a)Jvw1jUEiJ8Td<~V9UH<%Y#!G@OGn(e+ z=GHsgq{fDZ8?v%bB)18-OyX<(X>F%FQuM36%Ur*I$;dUT;E<3oN>hnF@L?S8`xLDO z-4nAODqpyzBD0!(j2G`DXp!d2XSsz01*ZnxhF6OR-A4lzuUHKHWYw{9h!U|{gswAAtM?dd7_N)H<_;#x88EXG6J zuqQUFT3ctp3f(wgU*%|FgQM zl4LiCf^2MT*HzLwv5NuBD3lnFMon9~T2hfsH-~+Hk$h7aSLdgs>n@$jA{n{4xqaK+ z-QCZgKVP%;fBsw>)|n?2+HjQN%5sM{t#9|0gc0FOeuvC!v($f<3aBiE_j^QQOxpv&nCa%e%(0ZmTBRILa zSqa|X*6X`A*VkWU{mR&TQHDgC_wA)t6@M+^wKiobwHe7WKbk$+9GN8JPcz--yIrWD zpb!!nneq9vuKDfT5sp8jP^TIq$|uqa3e+{yRJwnrW^-Qc*0F7l;3G~Y1tI@d3~p>{ zB4JobQ=gKGEm}@UtbM)}CFNTk92|^<$614TEm4UR&)~aNXVsai z{OsAY1B6w`KHtz#b?c0f5Ei4aw0UmlHR6}4v-LM)U~AevH#XE=OU4%EMn*cG9as0l z;Mi}+E$@ai#Wgmf9|n#2#PZb)Fj+lMM=iXHj?Q}XhPNeBAgxwXWZ1h9u&H(6oO0CItkZne zdffWs?I@>$DGTm8Cf}png{Kl+&x%Co> zs2st2Ij?Fh3O($A#iHNAF6f%4XzFvYvdTL;TIf*sE5&bQtyd^$ z-NBNQl2W|!d27pCIg($-sKRyCmWP8wJzmmB@XlB1mKaeDHkFvtuO0vrXt6>rVh=RJ6^3qOEWt#F%nSkA9-#dp**`(|%BeVd2pUrAyn z$?f02U(B2EW}+=V55hRJv{Y9(I;YQRd~9s$BU^lBvMmaga5gjy!{FU&V-wuiSW0rq zcz>vdx0&$n`0?W>MDHfUqsD281qn_3jGXujd-m`}+h?*0yQ{rSmH z_sDh^nK#h{GD}tWNd^W6+Su8x;420lYU}H>N=mdT{gPH`_oAdPWo55GTsoi%`jXqE z*tTMt@UBhM&c-Xt14RSIUhChx7f0)bya{(?u3bBS=FF7=EV{QNMe+DgKfO*(O{EF4 zhjhAp`F=q`0XNZ!xIUjZROOYGot<4P=~`h#=~si^jXFj5p;n$#+kH1=NlVjNf+1z6 zgBRSFF)J%8#(sU!Eq>qO6Uo<^eTr%gG=qy=@%lo-!ZY71=BuaLGP1L~V3&?jQ#61slf`j-WR8@ZuOVD;xmn_JU99U1O&RVXcO2^!fI1n zn+_Bd&()dnUSohZws>!Kw=a%;Rx&I?~J=NMP%v#G{uLcw*YTGf^yt#pdd zLYm6)JHB(`wZ%VRN1=|0Kft^bfJ#MA0kr0=`v1b~J(ZjS_5PBU%>!}(NYZR!@jR=u zY=I1uJ}qq`6=(MBeouu;(8$aVDJWzOs;`(|loPPv-Mt6-=_?K{k}x5ryNe|>G*W}= z0YVwt*&#DWCcPW`?9^{2imsk=-=j?U*wUhb8N(N{reyQyvE(TOEQ~cCnJpwSrB*wDTV;ma!!(SH zc&|3zLtJ_V*McP0BF?GCWsi;BuG%Kfin-232-|&bzpq1vqR@79>}U}Y7=4J2WWrdq zM5V~TI>*k%m7_(Pot^E@Gm(N6vt1hdDCRu%V!kTrdQfJ0dH=kjN}5KJY@oWMqoe<% zot<6C0Df%%3d7`W8v^_J^X=6>n<1}Wb!KkwCa3Jm%B#+lB2B9jYnZoB1=S}3OUPQ< zsmAIW8F9&D3NKr(w^jGX#KfEwja3<@VP^LIS!WL*QmpkzT4LgrLd&+EXmqv5P~v!4 za%w7vfPe-&JNt=CuGu|#CV8;7J^*jHR?}~J#jH0Vv%5^h>OwOj=!?Y+oz)C-l4HI)<<3edfJ5HgSH!rH0({>dMN2H*enbCfV57gaik7 zeDj!dt(bG&G&ekqLQxz~ZP^O=CEdmDe7%Qe00>J}j!uOKH54Ss4ZYD+SO0cU3~=#o znPGpqOIBXc0KTU+_EKn6RKHp8E)?pDpS8fBXZmndLRy@sg2<42(ot$^m!&aziJh%w z;x~UDXUJK_;Ca!@{xn?b>gvHqj~-nij0SNE3v1KU)00&Je>oBZAd;hIY@E9=FCMoH zo71tIN<3j^#sm*I@8Pz`{G?tki6nNpOgFH z+5;*vS|sQ7933AqIjekGgCqGDO69M0%wPZZsNe{jh=`7vnOT&8rHa3gcCKMYv_rW( zB?mOLte)bF#c?o;Ef%c5sc8gQKG> zL!;P!K=?Q->B*sIJvM*nz>BTVyC{ zD?XnI%bsk#C_(Gsj*gCg@3~$R-y8wU)^y9ZI1FA!MrNinEodL*$@EA8%b5>9Q`3s8 zs;E4VQAtDl2L+*>xF8P&BTirr95_&f9+reMX4tV9BuPvM^+9^jiLeObY@Y3GPmbsJ zvdJQ!O;_cZi)zZs%3N`lLzNzxIXSELz!SnXsUY<*se@~o>FMoreTBsy%NFqA#T$e# zUkr~QJC>fF-Y`#K*GMI7drh^!1|HS}ltEKdGZ_lLh!=OoAbbt2`6I%uz9=%j%4>aw zusC``(!2D`nKQ?r{sYZH1lqHwPfNclwH)NBOn{ZEcD6TZjaUXjC#`-TGyq|T_t_7R zv?o${Spc);9vTutCj42K>IZk_7>Kyc_9(Beu6izgWOJ!! zbZZ#DJH0Sc6LrZg7qB8UE{^H*K|s#SA6L*`Msgk=Wto|o-kXRpo9;|o9cA9p<>TY4 z#y_Ste!mrI($PQxU-jlO3W?&kAglyn2Kg-IG3M8| z{raLODGQr`vFEh+x6LQSZNNXR&vXyf3~mDk`~vAF!fb z91x)BRWb|vR*bKfy)Zl9rx;I^U=Xq{%kL3Hdf_Q=1z@7mZxQ530Pvso)^Fb^B&2yq zOK4H3H^*SbKe~n_?3XGlD?4!TU}ub|6ZdB{zP}iWmc+zFLFcI(_Fqar&HL2w7MZ@= zRr}#Xx?(uDf})}ZI1S|5fVWrVZ#;?zR>;Z2qx$jVN7^~;t$Ir3STQXM@a?7;s%~eoU?ak0g6C?6NZKj|Q0ODPEk4W@9 z%q(e$+ab*ZD4a=2PPY0O%-XV6HJe+})!v=};oRHnIvOYf(nO{yoG09j?pa`9H&`6m z*O@%71%rCenwql8(JxleNL8|4tNcSgPU5Bk4odeUcsxF}p*t;q!!GcNKK}mxZL{HV zak<~V-IVVDN}y$Agzv4NcDCtCSF4t6fv0`hIlW@PxVRYZE(AIEIr6tKQk3Znoqc9TSZ)y(IoR1h-QP{_J<#y-EJDe^!;uz_##i1_|M#4S3Ve5!mm4DO z^K#(qX1cS&^CW=n_-wAN=IoD>@G7Z$&X`4O;;r`ToU%H|6tEzYj&o|u{VPt;FTO0` zLv%){52IR>2M|x-o8tq_5}ri>?Z^^{O4Y|Y!~!e)N}D**8k@C42--oMh3!?79W8(y z#Os)zeFkB4$71uXeNwIPPP!Bm}dJZ;F$7N+^7D1`7AF9+7j#kDFx<-Q+gAgFnr0@3Rc+81=k3+(UpiX>u0vLj=>9P_YKlxEUsD>a)OhA^&W8bB(~d6U}R*!Yu4Ia_QE>-(W&< zKJ|a4o&Cb1d7+i?*-qV<30sMB4iL`U@POQNo{V*KoymJ%I6=;P-8^MoTj%DPcjVFo z#cRu(1+?OBvIyc{QI)0<2ixY+i9Z3KKLe%z!JmUESYX~15)*U5ujaI0&Fii%%_^Wa zTx+<;%*;efn+8=Ej`bt&Aw-qFVpHwe zCT+TqR(s=neM!VsF&|eJj(6D+ruz!hhB1&hxs^+e%kP5*9l%<#*?9mwr{Q3fkQC4kj`QblT)p}b zGS29*B4yz?C||3Q7dRVj_rYiQu~m z?-X-i__}wKQS|P$-TMx;hjAGQVzvktn}Wi^nfdvju=B1J$C;V)e$?>iB__vU;fw!3 zX0(@#tSn+300FoG?Cr^6hSYFl&*=yCf`WqS2?^3rY-lBX!P4%oa6-kztFOXo*gP zq@Rhh%~dlpibVh@G4TuphC(p^KfDgc@c8(=fPh1gY)yGpz+z!XlE0UZQi8N)l=Rkh znrzj&c{8!2vvaqr5gfTY6o==`Qn_Hy0=9jecIFTj)qDK-art5S%e#|qZ^37$K)H z`#pWRcSD*$c12e`_!y>j_~x&mL$UV}^QlL*zj3FQOLn88Xrax5;#SoT3yJ$))g2lk zw?KB!A3WDsX~UDR$x-_L1IGU^4IMDhA>+W=D1e>}d_gL$4tdQNfA;Op)B+Z?JOIpR zi%9q6_1=Rt=g*y!H7a*jgT4c>o=ZgNnn^$9725hxTgwij2{G*AB)kM2zFbs}6W8;j zWVBhN15C-xrtCNzJHVX;J=p%{{^=lCuHRylF zf@J91RQKHiQ+MocS(MN3U6Kp(o&Yz;85wg9GYDHXhOpxim-^J$o|dS1Fc1*20lGOO zBZF%#D=$w6hanvU%VOxlr(ZZsPEnDdNp$Blu$UxGL&GoML>c~WvbKwY#{vZiq4Irr zR|&$`hn|4*P>;S^Y*L=Qcq6Zxn7O@@CN)jvOL!>G6eJtOl+)O#Ag>NwhlO2Ctbe`~ znAfn^Z`l#v*#&OzGgv{03h;wAX!6$9P7Dr3c<1gbgzMb&ZdML+h`?}eS5~aQZ?_R3Q8z= z%;2D=hDH+f#!PTgQ73>$7P&M15Ly^|aF$S49#0EMO)j~MgIQ~*H4J-)$fXA=SFSt& z$Fjs>aAtPYwW1hO`C#r@5aB&$GtF(_;s`o^yJqCnA_P6aP7pwdhe8S9SxGo z{af?JB@#C4DHMo*ffhTicVUnI$UfPkk!y>+q;vT2;l|e1o{z8Cge;orpaC{r>34cp zu%;e+Xc*Lbb;FoGXh`ll4V}@Nxib#}2k>E?)0+17Igk^5;|UMPCKdbog6q#d_EQ83 zr>AG3vlmsWnM2y5EEkfJKBcJ*mO0D(Yyka`E7)qXg!`<2chR@!{U4(4sQ`*7D*W1q zA>z`&=Mdw2Pj!KvyS1XO-eURt075GKR{|o()o9slq4Q_v_}*gHL8Y& zF?XGuirwao@qLBYN9zJR$3DJt0kgnj6N)?1-Rm#0kA}`CQYj74RayvFHNowtK9`=E z*@&%L?J>AtdJ;;&u3y}-Zxxc$3O2U3#SVjF zRZESW{nb7d`>2?_-;E;s3P21-4ZEmlS?xb}Y_x=mT^9h^7bqeJj9 zlX0C7_8u&PHmi{rzBn^CH;e_@29PBhK0Z}(-b?a>j`fTn`F?b|KpcJea1E+Vv}-Kf zm;1kgC2Or;fD=0dha(Z{rPeOBy?=ag^#iqPgGJ%=*LM%~t2~R5SOJI{^qkG{Bu=N9 zV+VG7+Qae}BdfoP(&Zx^{B~;ogK2_{4+_cmw@~mO*ua3~2!Pv+b|1wyX{3-||aUiOtN;zJMRbnScck10U_sADx>m z{8LtPzx)E^=!ZW*kjW}Hm}$rWYB68EnVW~NV?ZMX8_XQ;8s1|J3|W567+qvEfh7Y( zz^6~2^owmmL7sHXwLy8+1k#Nj#=9b>aB*?*-HRvj-j9*i>kkLN)gOZ)|7ZHrvc~@J zPkcZV2wQWU40X@+wkH9B7p%kJZS276*N0Ryv2H`3Ac~{$21Z6XKu>TbaM9Ay*&LD@ z=uwZKXpR<9g?p;bNlg59mm89EPd-KAK{`-UKzR~CljIm+RXWpDd)M#-28W~>-#K8L z9I)hblfWUCBP5rp>FF~d;{xgUu84|?BEk=}Ns7g0xgmFVR~MleE?|Ui{P;A4oZF}R z#XEV3GvR9MhoR|`3Ck0U!2#&Q%AP-c`Z5fO{MwQ+FuZg{IdWEv!Gjm+H5W-?^VUdX*u5JWliUskKzzpd2=c!JIhFJ!PBxu!tdUl+X zMgAA7|2YkpesXd$3o8rD)M7oe4m4N6G-)nZl2^x6|LC-E=^omIb;~*IMX(Mtm{7<2Z`0v+pu4FS(ztbAvZk@+{D_P z3}q^Rc|9iHw7q|FPf<^aJ+xw4u*2TV=J8A@)cHN}%bk&|tR83=pYXq9gSIST|Gm8?m2)smi-^@;@oG};hi%PI>_O*FQZW|&HVnIZF3{fYhHUFZ|qixJeIUkfo=e4?H2H z0J9h6raQ&9y*BL$m%-ZX01PU29IZoXognt}_i*aub}5StA`B!Q=C(jgRZQ(LxEHUs zt?2FDyB7jULsnL{p60WBkxPs!)Ed1)3w97+FxCL5!?=Sfx?)i80X8sVaFjbwClUzm zq^(IQ#68}nX>Ub@M0eiAW07Vf#CQK2vl^KocIZbz`vGcIXhcLhbi-ZjUheBx27~1% zdV1?h;!IZE>#KeNwd4 zfk2q->AdKhwo<&}iJBcfi)I3)L~U z-ugz1b6A9~(4u7tFCrvF4>2UGqM}kr@?Clr zPY0&$k}ZRfO$ZEX1yJS`3RunR#?L}$o39+EYqE{2%99l4j&YmEfKkS9Yh~(F9k@I< zmEt917dj8vGftW}h0&8X*F{v~B^lF?UV2>ed>Mv)0w4x9ib=>VRfD1LW)&MNZ~MOO zOPNz3h}@w(d~U^eey~X{Wpg`t6~6+QwS{5^@v&U|*w2rXiwj|UEle7QhS1rAIjv5E zIjTHG`dKHRe^AdpHS;Hxij0#;U)qPbq6TAmry37=g!8xhZZF3p5Q{_;3?N>8a_CcG zn`9Qu(nyCg-i2p@Sj>T58_^*U@unC=9J=hWgETLqa^45DUBTpAU)rdb+J@Pib28Vj zZx&y_etmY{cgL%+UQu$e57t&bqHHSk?V-fG{1n(ted{x;aunzx0mTsYXgscoi~-uo~pMbrlZb zr5PP@A{xB{v2C-xwQ>J^AHP2Ff^)?naZ+k0gWIUQXtVA11bG-T4F*iP3dXn~^Y|-b zRFVK8*1tFfAs7$-I5Ag8n*_QGQ(VpAjdL8`rf_aI;dKl3l zu7)Q=9mRfTHV)_S2`++6M`ntU7J}^alk`v3uj&KX0FM2=V*+-^Rnk{-sdng}fSbbH zuynO9Wy@oGdmRTRBELy#Nb(M8ct=Y~>Cn5hy>N^szNA$TvPrwIf`sA-d|gP}drAWZ z`^x}zPX--Cv~%>$y`e`c3k?j%ZY>>pp#NZ_)=8{?xwSQ;gIikN85rKSxOVLt9U?mx zr_Z zLnfzZBZKv%7XIgT~_GzzYx2%L)P))<=< z-|W#VSHS)3Ur!+D`{QJ{dc-wr*VyXLvLjCXSO(AGMUmJ;%cg zWMKZS`ZzZwAhJkFSeYLlc87kpSWz8sjp=ugtGeX2f2)|k)Xo3!>g>5QzeAD&b68?? zuCTg<@sjI#2v7)0p?rRn#aG(sU2h)2KsU$PvsaOk-naL6hXw~HB3vHX^}ZA`3SJNr zO%X!2VI_8bi7(Gy&rD9f24jz55Ka{rP-HN1VoJXQ6;bGR!x1e_O)Egr6JpNkeXL}> zWbh2SbztSY%zfqq;_0)!F=-LL`z=fJ7V6C-fZW+93=TJ74-kWnRWU3bmPTTwLhzS$ z_v5z4c@R}iYTMZgDtDPpg|zuwXP*O@sX^`$zx{>ZiT3YIj zjrW~pz*clq?=W9_-tnsdxCNBrX-``vSSX&fvHEEE(JoF_68N+>93bSNmO3D>W| zm3lM>Cio@bD5>G7Y-8f+VqkBK^31@|*3!n&(%kU2v$4H{xs5d!n*iGbmfL2IjECLUhPtnG--2NKViE?DI_`74M5cg*V|f9)|>kghnppaHA4t zmGcIzpkU?1vKMX0o4~*;OVOFi86UcS!Ob#~FHKDe2?>>t1azsBuG3vDGxl@6|8Q)ZbWuqK>lG#;guTRy)y(oFrS77j%HE4;U6Df zw<6v<1j03;CosIaT9~CH*`Vp|V2^b<)b*deh;;SF#V6J{d*z$ zZ0?pUdmGqIZ)5Wd3#TqZXY-1SxnY%oxK!V(i16`u@Y$kQ@tG`mLi~*g8Ql+Q7Ex)W zva|$|AEgpA%la%4n`#zVM4Kwfy|g_vE~mWOZi;w@`$f*T2|I*P;w&tK$VWHGES{LDBgB60^pAKiPV+GTv!O zQ`>DZ(sHu$7gyaI1mY-SZ!gPAofu6pWF!H1t9nbHEL3h<+2V0e2t?L*`HERHukF|iv2gGy-s@zbZ{r8paz zXV2*G-9u#O*M2@d_3SxCstZ?gvMh~--0Fg&nveqK$|$#UdJ~=Whwb0l`G1DAY<7n0 z&WU{m9F}fUQR$2<{k&zva$0NL5hZ*$;o!J2770V2S2!D5*Y`ZJOh#~AAXGH@l2=k8M6&@MQO%2k!Yj$y?alT z<0oMC*=6{aolwZa!a{GMk+ex?jN;dW@iLp`Am%*e{#s6yhl3K@4?N@BX=6+(*RfO$ z4&__Tuf8fng^PH%V=c%M_UY4OLql4p--8C56BV9k`@<~SqU1N7%EQ= zRNGg%gR5>(y!4me@ykh+56pd0Ld(w|!(%bjo1@8vf=eyjy3`f7I$6ahc5%v8cX2Kh zDt6BQ;K2hF&)qIQdR@A^chNcGu96&`9ZruHn-hYtY0o8sUR2l{|GGc}E9RvUg-ISv z8rMRq_i)F@SCG=S;c9P2s9ST3a=x{WwY_*8v29IVeto6;{wo3k0$IwZa&p3pjk=)B z^CN{u0b-`6rXE?sA3w@ru~-mSnhyv^<5~>ob;Ud|D&OrE5?ISAG8_Dce>mmAE-s#4 zl%-i@^5)H(?bF>JF6#;Y+KY1!YVV_2g8aT}HwQTFpoE>&QqWntVnZ zgY&K{SzBxCZBEYb&4sP4GT)1ej^{(g+9%9iz!VD~&Ad)z%YCjypzRcSIK1rhr;Sm- ze&PDr$swb#aJx?E|tGza3`(C#Yqz8 z-K+kupRKG6_Xv*_Gx<{-&$w4IG67KEpR`G`(hHzU?#B_Fc60~q~ zae*U~j}=G1&CMOr+xuK0ngKLL2-@;~Mc zQl&$wS#+z*n+tnHPeQ0g++F|Xf|C>OUd&1!KlM0l^w?^scH91?PM`R<#+dXw+mqzu z=4`vf;nG)F`BD?OV5uk#I-*zu#NenVyuZb#ROjvWnaASiLfa?U1U#GSoogsywdVs! zb!YObHs`?By&U~+Tz#@x#qy%~+i!1da8tKZQzJxB4gc<8$@`Af(M~y>qf~s4fKPWku$)S&7L0GBh$0G@VN@~!`@2P^Jq#iuHO+G` zK%V-2$&wRxEmU$zq6sT2X1Z>R#N!$JK?p?rJOB4;3e;|z1%0n7)|_4%$3D2dRedGN zOU?dDaiWMp>rIkhl~Lz>e9jjoUW4Q~`ukDJIKF)|9b6d}_h{#+qdPj|S#5lZ{ONy{ z*@)S7Fz^j`db{mDJ32DD$NS_pHk&tGe(;)FG8=}FcGD5eN9c&^~NsX?CNsK6AsUEO^j5u zL)G<(=3i{qHW7@fP2X95exP~^$JCCWaxhoxFyiS#FhXV@p9Zh+*>3sAP`7A{CyYTC zwzou%ut>#ELp#cA&b3S$zVl7_)}7@xUJ=gPWyniRPQ;I6(fs}f_V!a$loaedCKlHH z!t2_WmMnyf@+uD@=CH0kBUz3YICXrPkoD_8PysiG!2sy(R~C{9@=ROZ2}r zG&6u_qrZPYC{e^?Ob59;-8OX%6BQh$xSl7hC!4l(a zqHMD<2Fv<9X7O4vMe2cRcYI?~9G{ImOaYFS;aIUbGH_w9JxXpCNIdOX2p)be(L8VO z(8WD5TGUlMG2ha)6LxcDnnvown+~=nVxslJ_iEXePU>;!n}fO?{wdNMZd)%(?ia%g zR|m|0Wf8O2opS2=obkwKe6q-|DcwGfh#(SlUT+0kS^-)pqFIPQ5J4d0U9*bnc47r~ zJ9)X%IY2Q*zxC!fy}IoJ!k%Y^PJ(Bqe>XFa^vDF?aZeFQpIA4z@W8jIat7~izY!PusD@U1uNzdD@I(9*7;;VF0F}h*S89KU@tINW6L)pns8%r;f8KyABdL^LUW)uR8UBO`M?Z!V4z%*{BK z^Dn2(sRrArRBW4>RI_C_L&Hx0mra3j^kY9r&Pkqrv)}s|&#r^DtT#)Q z`2&^EQeS2bEv+{lA88cJor|ura>oYg8#4+hf9wiEp2jrEkl6D`QU5l_a4=~3kUX!bc2cD;+XBg6u* zG|^_-+N7Z~3GWsk2^Ah*phceFT7F=ySDVJ{%lWy1x;n89&$SL@8q-X|#AL!%{s{wn zebnd!yM`@o*!q-}bsgMmF-*dfqj-g_ZUQ~*{Ol=9{_}#}jYN?&J(|wujuo?uvE!lW z%Yma&8F_}H##8hQNJuY5O`T^Xqh z`C5g^3%TUJ4C}M6NbGU893FJoQMU)GGA4$E@}a)$y^RRT>GeP#>n^M9v}r`($zf%c zI&MfTIA*yYj`;hfu#U)+FY64`Ml0L^$=OK)k{AXVx;#bB0du-C}}J|(4Gm|DNXQ*Uq4lY@;EwcHnj zy(Z6T?LT7Saf(D%3u~0LTgo2xNpE+s7xV87+Qoay>nX|1UAgwrFLr9q_F>4im}@tZ z^!9Fa)~%P>Ov`(F*W&y-uKn`m_KRXOaTyuJWEw(-XU<;S(sH$s>ME8=s^zrqPpi<^ z7_&YXT(d@PA3xse4|v;{7X9a0(OtHBm{S6&oLUHch+r|L{uPTehEzePAw7Wq-RN4rF%N_Q$ddOiQRI7X`}ST`At&wrEiKj z9K_qm^pl`9%e@pkLN{ShT$JiKNjR2P*d;X2JN-ugBRP97U;e`#?P0k?(w@ccw1FffB{MxxAyOHv~kYkNPwB`0l&z*4_`p@Op=d=XB2kGYAPE^d_OP-G5tb8t! zg%6Jn|9zhkV&) zlpGC4$M%GxL;36?18LSeAC(;$~+7#(thP%w&}FLbMx zxyD^{Ae}*zNVr=FuYF`hsYs{!(pb3qbzHSjc7FVVqRU4|evn;nW~92pv5D8J^PG)T z&(dA=Gap}e^t+=6NC_y6mf`jHj~ujf<`{RZ*j2wgDxk!rq!J_w2t9H|gcN6L;GZBx zuM+t#0 zw2YOcsqvjXD8G`lpwr07W*|WN>6yf=11^SK{B?Dmw1#wo5u}NnC^QYlq<$Jz-=Ai? zt>3mhUhG%vHT&_Y2Ju9ot~wvfVOslykknliPJRh{Tzc{*RE zMtvfqN?bZ)iwSqsksFOt<Zs6mBfmvqet*6H(75jwX&puOowxXPOs4h@ib?j}14X$-g zu`ywiu=rvU$}KG_8a7hT z1M=!~LCJDcs{MFWLH=jS#U$_2Hv-c@l$ugwa&MAN$jp3MILq9n4z{L4I~Hk?D8LS&0N&@v%bYz(;P2#cD?>eB zS0n1j&U_0wpEV@_W(pNsTu#4Ls6DsEU1SOI^>&-^wmZ4DhqNSvKb2Twx=a|PFAnA5 zJoJ3p<%+-K5=l}2`vahq)E?^(bUk+@hw}9lWM#2}Nm%Cq_hUPZZ~MgfDKb*^Xr#m< zI-`Rq{Qiu+_zQ~a-4DkvUOmq=ZUAd_yx3bSQho3llUBr|@nkFRN5}d3VdHHyNiN+l zdmrz7-l3hNnfOg^-und=QijX?oQsRge4^Ygc6q|*;_L>EXndS?C8jUvR#JRCC1hqD zHHTAApFdv}CZeE_HM=^Dc{BX?SAD9mPcG>R0MO>y$6gB+xps^1GvjOj&elGkbHYj& zu|*4uWi9-RB{eckOw6wi%iXEz>72GR4^jT??ml_;Y;nuy!XtK>QpCMjWyUt~h%p3j zy^oQWIP9b0&~N@@pViJuH&4ed?en1pyT(InPK=8`q~$wOG5mcKQJJ@q($cf;Nq-_Q zZ?e!D?zq|?0FdAVt1)hSdwVR?VI)qQ{w$6YWRC)nU=LT1aMM*%?T6ahlv<^hv*#yU zNVqZJtAvDSbceA!OAtml$GJXtz5}Vk&5ry6(j51F+X-)>3GXV+?==M6^ODVC6;x8! z@Tfa$y-r+b{4iQuTfYFL0qJI{?en$n1fi#UZzf!(z2IbQR&9v_Zu1y0@YU%$u~5;! zX1~rzAXX=44zf-dT;iCIX%ln%{4-{}f?VPc_r=S4t$D;2skKoWt&)xa3r)HDe=?=1 zF)mYnT7guCXalkJj=vpl`s$hgB%JtRG0~bdxUf-Xu<|@Em>54lYh}6YARRxvUC0r! znIvzD(W4a2g2LPPIaAJrZP+1xrZF81j6^#GZUhgt^X^lie2z3uZxcRYVa26FoAKzL zH`p{qeJ#uKJRMH#f+IKuv}UG^DK*DemTDxzhw+*@>k`*zCmb{#Mv2@-xvqEMrzY4) zHd|5a?a4{3t8?s^y52-B%3A#*zI3eI-u+gZ+K+@4#3grA;7~h8jHdSFLwQF2e9htO z;@wi#1g0e8Q+Q zYIPfb2b-e)KJCM{%rfIbmXVTq{KzjM{l4(n=JH}(qNrd1*b zC+f{6GWp)Qq5=@^rKrxSnx%JYxibwI;8UC&5C~~7;YSrga+yx{@z}i8sGn&3^?Z0R z;&`}3?$Aj+wB63s15w;CL&-)Y0k~`QNPcRE%h{1w%!+&;f=Pfp9>ZVekK}h(Ju*EEV-EH_R3W& zW<~m%N=k)q>&{>C7IL!PbpDPY0+h(-9*zQctG;OfBXR^ zrpegm4^odZ4SalL=vz1%L`-kfMP$~YFwv26W05LeTH%IV%{nLHqd`K*`Xvk`noU+$ z>3u{)w<?+Yq7gXBXWc{BVZSz7{Ce^8_Cg!PtqJfVmHJhaY81J6jp7513aBqsEYGYLb$LG!J4KnDwH?+; z?H=oX-B)xJFci?0lA<8DmMfPZj6j6;T2X{!-Lv`m6t%-&r%J9$)T`aBz!b0gh_-r< z;PkvofP~zfptIcWc^TW8FI7smvoJtq>>$fb-%qC1D&>=7B}>#D9$Un$DnnVs6K;$l zl$Ztv^q++i7T=KL?e^*s8j$%x*GGMIW7oMia|!M;C~W?=w&UXssS0f(9Q zeEM5c$@2+9aVVUQ_W(`P^P;6iePkek*0ELBRPDy_#`DanZ>Ol+f40d0;?~}V+P{!R zhczOO>HyuS9@+Et+*9ncBFiBByU$g%j7z4k_LLYf9YA(2UTPND(RC(TnKZ3W>+MZk zC5=Jhw2aYYQvFvHKR2Eh<+`=BKm4@&?YodSx2!pY788AHz4qTBWFVWJJNffx20)IQ z+caJ;Oxv3#t=^aqxVp5YK9(rl{&z~~OzFzvnd8R)MvXyaD7kS0)2;S6NN?RQ8>r2bVT3;(@#WC!rM>yG5ndQtK` z>x=r_vc_+Uy#)rdvk^pO+^uq{Ox93z_H01AN&tCwtAQrt#V?&RWVIe2UtCR%1S)@p zRg^o$AvatXi5-~JzXUhU`ZDMFj$6NOZdQ6)RHc3MmezOaRQ|xGy)Z~?w0LQ0r8TzJCyZm91zt*GX=+;S{{o|mKbby7A)Ff?JH};agrSqH)!?Kx1^-w3hx*r z4b#tJLRd1u{ne&j6i4IJaw8xruIo-C97pFKT)!6mvG1St%V)&aVy9hs($F)IZoZv` zka2=}CYISGk-r(M5dtrznsRM5db(9w;aqO4%fYThBwu!lfvN4~=k#Y!sY5>u73;!F zR2V4+bLYpm1SZCbQM zAL?OsJ+4zRk*B#Iuq2t&<>SrVd629VsOU1Vv3$u>AJp4I{3Q16_# zuRsXzpejS9^kYa!2xre|snsoP5|;W!`$E?p!_B%2??msv=G1Nr;r7#}P&W>oyP451#bn4Ake`oR{LJp$V`JK#~_e*?xb}C6@k7O?IaxW3?j|oNLHO! z-qd`!kd-zzwu_|cD}KKORYaAZ1b=*oK<9;I@zJA4D-#u5nVFdZE&uYKG$?8sCpz>= zk`@|wko>{seRze}W=c*)MI}~TBCCSEj+;4+O$V#wRV?3?&G;5D=+E*ujn+Eqqcy0ud_^g8=`;xbY3Y*0G z)Y!D?Js*kHE54TqP0bSL4cQv)2BhR^zbwuyI(nZGv(*qm%sit%AY?yowHPV^?nK~g za?-T*VTcUMXkk;1N~uv`?C9q;eCG z#vZWmv~j#U(ubn_2kWyK-D&$%+-wv?l9nu~sUte^0Ph0N>w))qtXS3I*CoFiPic?8 ze+23b(k-?|jnw2-ZzJJK2z8Ejq;o{Qt_wvplsSH3PbvzP3Q!=GJ5S{AvwQ*=o>C-{ z6x!tB^y4H^eon5@hm33nHN@w$q~tC0wP8;tWYix39eT_?Y)znBKjq zNfJVhBX;((wD;`D$esI}v|}-O&WoXIsJMZeyDXwpCyO90ALSmI+wOm!6s_vm7HH0i za1tN^K|Y0~>J2%hk&b<~iFCUk8)d#|RuVBN@J@?e2s>`+9;qmOY-4y97bQ$DI7X=; z`^PW=;D3%{3!B@=`|5DQyf3J%tMPT+(mE$yblA8o7(^yR@ZW{1hXTK%T%qbf_KDA_ zK_xE?t90}u=V}LU;xC;fI>o908W(LnfR5JT4_*3_;!gX1#Z0^6_0_hB#& zQ^-*Yjn5mOi*e73-`TzC?`!s94e|c)khY#cyZKJ5&!|^s#w<4SWB|~OAd))mS|2qz z9(+*(arJs0;KvKaaIvk{OOnfk+VkdTzOpii;lr_>lkG6NOkrZ+J`BX=Fz}y5Qu~l` zT%F9**8&cmdy~<+{xkYj%mjeK-weR_v0aZLFUGR%VC}7`x|~C~xIr_G@D94=7b2L31 zB;Ejgnuw2Rg@xPw^t*_^n_TC2BZBLE!XpC4JYe>op^b>pCr=*S+M%BELYP)u@s%zQ zRgE>}G7EFlg$y_PUdYkS=nfVdLrspzHg1MbNoF0NCf*sx@)9zBc7`Kf`^caKm z%H=Voo*gzjD#wS|1p=&?uom(s38iWwrbEE9_R z;j+(r5O{XprElcj^c*5S3wK>G@5IkH=S-Oo)UWP&17(IbGL2)7nFSm6#8>3ZhMr&W zd-FhFUjZbL^rMP!;$;?BdEe(B?I~*%U2AOQUtSa%?d$FQ{6vAzNMdgO7o29=T2L8M zqBUZJ34XH)GDhGwB}jros^Cnf?_7Nv-T3?0O_FOalg2JQFj!UAAhnWtikZ_nXK4fU zZCa5mb2EzdwQBZlZlcZF@y%Drvlibd<8;{jcxkPR@9`&wgCV$a4i$^;m*xu!P|Q1b zeuHVmuS?@lN+1p)u2^L#3IjbjV$FaFIc8dx$*JxL1o_MFP;at6Tta9ke=Z*G?GKG`T!PAoHO z!9Ab8IPqz2X;H7#s5@w(;V}Jhd>*B>j^qF}2LrvQM|k%J@GrT5(6j_(D&wWjSY)|& zSl1(W0%AqdVLcxaJkg`utXieQDgI|eKo@FwZE_%InEX!$@3jo>^6^DGtqp~Tg+1Rx z6BoaG_ilmv{%`vpkCm^1NS2w=&yY;dwDZlh=+5CnqlVSuG7=C2d)BP{{Qn4aLPA*V zgdxyL@;R^QbWqFFZUeGq`_K2cm`{=5@_$g;s+3JiX6ze+h{FrcQX~aI|gk7LTSIIDuxpU&I4?;sl-U!#e{)$!N52Md*KYwr`A+ zzQy6vGcxMh;UwM*xFi9koBx?MW&>nNDk10I zI-iS1BM6|D-dhan1DCA$)vv5UH)PZ#AW*TryuNM;EHWl04zrsYYHjl#2Ql;5Bo6_K zLDCW5^K~9ll!I|ZZOu&taorSj*_3eXx^@Jf}Gl~;j8mU&<`UbkmOGfV`FZG@8wEZRoxEKzjJ6PfaU*DX3%*4AGHs1_X_70s{H~j3rne&ebCQ zGHB;hV0d+XO6Pnx>S~p9tg{zXay2|>UWE;Pfh47V-kFSC*p&ln_w#-j)VJyAUc+n( zU$%X06weiM*}Qx2p_t0Rz@%lF!Ic~x3+H7K{3SS;Xz!c8w^wF9ulbL3POYTY_*0b0 zwd}<1<)ow)a&o@zy%24egbE$xNszw(_n0b1hm4wl2CuJg#x~-tx(W5cgLJAuyrzkY zrFVAo)oLlQRZb}!N&)fmF`|>6KK8enj@-tI3D@3N@8VJlpuuWxJ%sZ};7TNwrJ?jO zws!nq$>vA;{tJ@Mc=JRuq0-YlU@3>Ae0e}eZQo9;QFl&J>GV46W)aG}TiA_YjE;h! zmR2PaCw2els_>7=X#dsfVcqQ8@K{uZGV^Ly=8h0j)Li6#f=@f_O2C#5eN^S#n;m_5 zGDhSLn&X1-v}+bgaJ0enfX}I_{fkw5g4@`r-+a9)8}u=ggh;A7Q-9|7OvCg1#F`Q? zG%AExbW`>#&-*@ZU8;(bj6t)O=n=~KDPgw=X{Ae96$MQC)nm9iKl%#dLLIKxjt)5+%JL;ox;eE_~f zKPz%R0}x0MO(r9k1RhtR@A4uR%;|r*$nSbn^rX`>UyB>wodFZUr13;)32i!FUb~!w z`MnTVU?axnUm9uw)`0M=^vki_FQ+LBH(}9u{d+=WDu)tr6w3oWj2i`IxUe3YR1W)e zZ8mUbyJyDHqnFMAPl-%Gd2Og+tM0J`y5pAhrIQksHdv4Y!99`jrQrEzU%_d_XZmye z$29C2aH-z_B5?Tb-9Pt~LL}AQ+@BVfgtwf4@!-KfPw)vYN;I%iAl(N-<#VHqv1Zgy zqz_U-4G3@ld+sq(Mfz&!&5`S+3hiiO(M5u<>Mvt|6YxK#2Mc2Pw;2TRq20oD;H%WC zL){i%fDSH%M_sF^=uN&F?^SxKsYl%K+RXS0Mq%ez$CW7Ht%-0nGPO|)H?HKb4 z@#-(^#-@!+cZ2tT@>ZPV8EI(`fL|_paq6I!ulo!V^=MspCXa)4f%!SBua{e?+HRm3 zwb+dbZ$+}`Np)ROeZh1hbEp=v^9HD~%6rsyEGFyLxK{(~9rC&4M_aM~TTMN|K6|Lp z=y{zer3luvH#U{vi2CJOQ3tRHa?SrTsn6@RfD&5-G-v=}U(Y(usO3X=LW0hmA}a{i zUq*!}-lz7TB(Ih=ww|AzK+lJSlvETyH97ecDJiJ{-Fc{Ir9b(^K#$hdmM)(FS(U^r z^c?(5;1tO?VypSw59d*dzFIJDX{Uw8bgJ47`0Zf@%InLVZhu~W|Nb3|28!2z3?nnX z?7+6rs^+~FdVh=C%y(e*E*Do(^G;`{90i}XXS+j^`)?*{pHsUiHXYf(fshh#8T8!T zg9-h@Hiyv**STPPbsk)C;)%6rm+ThXRRn2&KSB=-uee)#8I%p_IHlE<_U7 z^qUd*+*V@|z*t7xh9YGg2DPhi*|c}u2oS*w=}Rnz(*YJxJ<4{~5GVU*E$%P=|9O{h z-|&E@IG#@5Un4TDcrcAJnLwmJ zhyBivf6r|pl4^I@zU_IKa9pd-?qLD*+cCnTThuIR&tdOR$B7?7e-4|GmDnibhLyhe z3OPB1G*d`~G>}mwB&r`7q_PMINS^eW0cQB`6XPxles9X;l&@|M|Lh0k%*IS)?C?&L zeO2TO$O6K@n_WI>_+Cgn3m>UkKJT=}<%Je7XqIR0NAr06Yb<8N-T&5=*x1^JW!<;; zJMB_Ab-!@ff1kUY0J4e~)X@_d$=r2FQ4NlAju?yXhu4J&r69V`F*X#hE{_d5dO$ev zQG)l@F?n8HMz%7(&&inN=V1*J)$#_ZzQ*Q-Trjs=_dq&i+dYpnYgWr0;>b9)W7Z<)kf%M-1))TP&ArI@=Up(@f$AeD=RsA7}zs%*>`H z{@tde9~eHj7R*n1=?w_J5J^3}bhMU4a5uwGx#eFo$Q>CUET}@!>Poa4LcSk=9Nn1= z^*ziBzfevecZk+x9pJBPj?+BvuXBBKEUP8~Fz6kClWNjcqO7oN~Rp`B^i zqvG!V3yG_Tb1nZLQQ?clXgyBw5cHG0DA(@;pk{S6g$*uYbpU^*#{0w zome%d&dvY^;X|j1Vun1GOFL`BBIIsd8YMZ?W5|B1Qk!9JJ>*nX{|`O`fZ$)*>d|I+ zVKFfp)*in9;WLQi<+;2_Wo?GEws(uou|QI^QwwTjqjf%FY|+6$i6Cg9qoac!nR~nO zAt5))#;(XE2u6aK8>QvsLWGPHm6QlrG*FNb5;c|82MZ+K8GkD)s>qx{AyH0EO>Nd_ zI8R6Q@82g+3XCv3&jqT_N{=hOssM6FAgCr@_?7(U^aiLs<#tB!DqwaKP*D7qH@9{W z{Hj0`S{nd2srZ7e2kh2yb0T(daPTty0Uk;}7<$egWX|&L042%mK(k^4&MScKHGI$h zZ*mV5xfl*VXz$$J8&GigL9EVUGbIcyAGdV9j~BDffCeYg%=q8)MZ$gqbd8C1|F`Wb zP^xU|&UgXm}-eZBFMm1w_*8Um0|O*1et*65y!(w>li>_Xs7HT z(}dscUQ>)i=5jpq^^{ze|NA_N)18N95q6E!xSiKQXnIRYj!}=DuU7jyXx=piHh$3 z9Pph?O9qvnm{!(TyY1TYQ{JHD?=8Ce7tp-QG#o3u6>Za~8 zB&B`Oj`eCN=Lv*+E)#YbKIg|7(OLV?{_lDj6IuKJ7y&?E1SNtTfGoQH0>djO&Zc%W zORFp|GB#Gz{@Vt$y$F!8!Nye0ct_+3wM)K}AE=WSWX&aW^Ygjcd6n%#KmKyS(h7}Qav=WE z0PLj*fD3c0>Do!zr%#I@V_#Wp_X@5Wc7v8hH8ZnsJT9Bs7LYp+F(!E$N=iyRv znGacmN!d%01sG;}`X6XH0obI8-_J^|#&e)$SQ8?wA?O`66S+9ujT%@jhKOvgkm5`* z1akT=3Ndfb*&ep&j#vGu?|49GILGx|CY^?$A5C#iLt8uE30f{(i{?6L_r&kfqKy4^=6nsn3RK84QD8~XW=E3^&8lkF)_G;Jd)Tm1 zaIaRhw*8ZLM#u?ClIkq<37$QXY;4s5j4r`t%8mX54z=)zteo7QhK{#K9K-*Fgj`vm zclOO2bcpG7mIRO`vOenD4;~aw94J++d42~Y@-aGE8pJ1}ny&Y4y~O)}qDDJXv7-5$ z!^cf{V#qeO5E`*WAPbI_+4LBNioESu{G&E1n!!0-VcL_J1N*(L)(v9QsCGs6D(=d5 z`89s%d6YDAFQ4}6g)Z3QddrpxR-HcVxvId9oNv7DTl9F-WetRUd+x{>0 z(Q>;K())XOFa%hSM$p@)?Q^z|WIqBXW;ob_0tM z7BMjzNNryg0IwBPb8$4;>$&l{obSxY1*&hx0HuNN zcP;WvQj8TFAk}fi2LdD04G$E6R~hc#mlaQ?gxv)dV_tHIx;?niN2Ni$V(r zT1R`ZaBxaYdJ?V9V55d$^0}2xYcI&j$>D1bhQNg9LO?-Ws#o$VQZ+>iXDu@$@w@lm zRYr^U2&T_tT1Z0&8$N-BiCIX(qM@IbkwGeoOCxGIoIk@gQ8UCiVEH-7?oe=RqGA9G z53dZErgd7-#`<0K{KzO98sLWLLWK=sFyTZ^H^97wjZICtaO7IXO0DAdp@jJY+K<0O z>!o0o_thj@a7Y#q8X;{NOT9aAg>!Ij@dCK@HydyS9`pXY7DwB&0UOxq2UBj#2}24{ z>4LW4$I2c(gFsfbfga{g~kc8 zN!%(7rx&`Ntf#6gu12^+M)u<*;N-T;g&ZlM2zIb^ASCw(1qT;_cgl@o)p`L`&Tmeq zM|SM$8y?_B;M)y`>dyDsv%yZQf$|f>H#tl?k6R5jyvC@}E5|#Ap5%^Gp|Y8=50nD^ zzbC6)G93h+e!mQO^F{;CU$L&wnN#S{N&(Bh6+m_fuT$qvq>nqghHQiQZ@ygOfA{pj kyMs{U|MZ;{`xmIPDPDmQ?k4N-4I3y=B;_UY9_jo4KiY77%>V!Z diff --git a/_images/a24a040e044851f99acdea7ddb6bb1c9f2be7da04767f92c4de43d250379daf4.png b/_images/a24a040e044851f99acdea7ddb6bb1c9f2be7da04767f92c4de43d250379daf4.png new file mode 100644 index 0000000000000000000000000000000000000000..5c08b41ad5931bef8d260649c0f31ba16ea45082 GIT binary patch literal 10271 zcmd^l2UL{VmUV%xw%UN*iU9;fKynZ$k*uvEMV2T?`pK|-5Q3@ABT(BzDyA__)C zBvwI@ksOKw2}LRj=6w44y_tXB%>R1LteIKsxe%7})%|WbXP>?Ixes-;E-~$8+lxY> zm@ujrbWtcq2^5MU>Bn90KR+d4-oOu8kBe74^jvK`ysg}C34)(!{dg#oVd92Ump;2b+Z*G9G&BaLH68GHFig#Sger03|Y#V_9ztp zW6Xtf`aX%2fdCJEYEr|3wrcDi0jX1GB{6$iqxQeJ$etl|kL`d&h2J|d0ml5Sef&Dy z(IJV&3U>I*dFqtV8>aaCoUeC=sYT^k{>ZrRhi5*z$JO>8VKa^WviCZQ`?s+}L2XInn>A`~2$QdSKk36mGCmYEOws(=RAg@VVZ*RSfXc@@GrAg?LOr>-H|>>5j|b+G1YdiV`!Vf zRLtl>HH=GoGrua#&HXx%t56$0SjNR(X)1?2+adiY77Q7R*^a#nz8pswt;sleDOF117SvvP`)BC{*d0b30?j%&Ml=Cviqr zRw*lU1G%`Zx7`V6;FdsW(sob!(FzPw+`KWVu(QrI% zkw$l`9>~ec`VuC~h_Za(7_jZ~RZ*g|vvZ?$ds90}Imq0+(CFU1dsQCO;kvrIv+?iV zUGSvz8tmM;Gd%6~ZAPXe67|gD;gQkNC+mh>E#3f_P#aWYbYDUl4Sg>x0s|Z3a zTJS_S$IASWcp)kG(P8nKi3Ha!|M}X?v@~8=e&g^B0U;rwWTn%m4V7@(;bTkdjBnH_ zE4|J}ISVv;)s5lXy=9I@wiZ1-J=hwbn?<9jXT$(=mn@SXd)p@o=LZ;r_wU`b8>sen>@BsASMV)XqRp0MOo<8@8ymwKi(;-dJiS-NheEYoxc!Q8^u`%twYMv# zqb=n;wUHk;H6CNpRdI7v-@qVU%C_YP(|dyA;xP@Q&v|_nI4M0P{9k;^hIBW)n!W2P z_07%2Vww!*I}c;r63~@7z~z5E%HXHa{)xg0;2v zqF-$|FYExFwn`prjPTMlH-BL&784#GJ{#}Km0F&$0x5|)XZBm;r%xSI?Wvux=p;pd z!(5}nu4qvchz^y?0T<0U$%}DuaiLG2MmLRjJU%KlM)gBGbxUA$9UO9CEa{sg7etMV zFThSNO|}}TsN4^rUY{Xm`;A8#N!zv@Q`}k`?XB@G=_)YG?KfRgO5Ke@Y4T*D+!x0% zn(@*Yeyzl3eUz^H-*%M23kTqs!qd{#V{$YTPP55-o3gD zpJ{b~5fyxhKMPgjNj9{;e%+2#VD_o0i2x@Z86Temk+YkqxIPvkcXQ-!t%z~)yFo)U zv;5^{4+8@O`^lChY^7Veo10syP+Aqz0^Y{SrJZ*VV^*%=TD{-1)eRNyJ1mxER_!%J=9iZ@0pxR; zIs--YI1{r3)FrtaUxLeBhd7J2vNK;4Z~NB=GlV{RL{MDqPvyDvG|Q;aoN0bpsJOT| zGA_9q z{NUlk{1`y1-nyVVtrrURq_Oew#&I`6LBYm?#@1GrGg^RLHRi4o6eNg*vQQDvpQp$S z-O>Z3G6c2&01jUs!*6zCI-c`fTJCpm%`Pg^ffsbr=IaVE5hv}}z7DgUxsl8(h(;S= zFqrr=H-Fz+jH$C5{qQ7SIp~$7q~w@~93Mt6Q>zmSV2Z5!#MGD9cl@ZGMrB?UY;!z1 z_jv;V*U7!#3qMp5wo_N{j*N`VTEj2Hc|+c&0AL}bKYaMmZz9fC+H3Yoz}MHiS5Cco z`?f5Q?sqRFqzQ<^%LYzD8YW_SwxqQet?0L`1BG&NaZ%c??Kl!_esn5neJ>h?dd7Rt zINJJN)x(T0tF&>iYJ@$b3_flIkL#lQr_f&VSx^5i;*7bK-)jtJR zeJ7CreyKpBW@nuSZZ>etw58m+diCn^mpd$wIlRdeBkv!5`uI_&;VFmbQnQTXZ1+nc zadDO`!GD;hCHz6t@=fqUJUr*Cy(qd6qEK|wh(vv0F@pth{}D+u|MR$Zjps2^!VcRQ zM|ZX*)osiOzkm16j@*^crgW+b*fnRfPEUz!?;8D{4q>Zfrv(62@{!!jmI5Kjz zdZMo(D?eLN#SAL^_$qD3A)rZ;=ri?1BGC@`Y1LATd}m!y5GK5JGUDy94!q^8vy)Ta zEhU`U66LFIb*)!ll*49VotSBbj;%6KH6WHN;m@A6wY3A5N*!)*L(nK@1 z+AH79y;7P5g}PnCSaNIK%|Kt@?%ji*p+c0zpdGuq(dsc`ow28`A;8AOrDVz(b_uCL zwTj3UO#pAb`B_K)(^wpulwKX3| zH+vuk41GacOE_T>5fRIyXb1hX&2YTZR&Ra)seAF_Mf*>Yf*|Eg&o%>#@mL-37M7IM z-Lq#8w)i^cD}e#(so)gKeQVQ~iA`FyDOxlaZ$r$w{EddyP`gYR`uH_slObP0$lB94 zsJ-RR2`~I+1pTXr=8ZrARC$s!-n{v>c5UPlw$$#qxj&`MvTr8}C8~3wNd7UWA~y9> z*sH5gAVq+9x%W-tf(n?}PftZ?E45SbLt>Z>d=O1$z?)$a-Q_R1~l=1|W-eacqk9kJ->_K^p{I zBo0@2*xcuw3Erg>^pJs>nJ8v){Z{D1hkLsDPn`I*y}cd&>80u9Ap=Vww`sV=m_=8MMfm~xigGtZ@XE{r=QQ!;%vb@8=fs5qrifrZ|tcp0s zFadIh2x*mHQE>(n4%r_kWvhSXiXF*mu*MjTMyqLQl{=O@_hmr-_Mm-zeUV*rsT_~a zZ~^5n?S5`|Ea-J)lObBd(>gkIf!qKq)d1E_0N5*YB#Ch-`suH)uOkiwB4N|h(=p*2 zE0o;JsVdW;WQj2S(rXROnm8phSh^7~Ro?0LOI%Svq$36Oz_iE%1VQvJ^V)+SVa?|7 z(pvvjhmX&=*(9$&;Drs*JAePD_S-x69pvOJ0H7X%Oa+^inhm`V-P$6|9*&WFsz*}gzVTljb}~cy88N& z85(iFL)7gg&i3K8A^Y(sczB|oJxk_OkN!cK1Jd$2K;2|3j+A`vPAO!&99|qOhM={# zT%}jv@1+dZn#c@zL_kh^ER0;Nws~`R4@fIRpkQ5v7KO;95QT%M(F4I#%z<=9B;X_Q zS6LSy9hxp9nLE}$K%tV;5x>&mYm1eY-+b*VLJ!q8Xq_@tK~`4lki!@?4CZpeY3EY^RhMcTP&QsZ&(lgvrK2Jv zraHVU4LlfxGGDPUH+OMe@==iU zUA$hu(i9_31{M6*5w$Y)#A1Xk!H5;rOWhR<7R|@e1p#H{A@j*qS{cmVx7PemLDmN+ zfUF||P_X9uWf7PH)an>=?H3gi(ls`YgAhdA0Q!VXT{|ND!1!|PNW+ANh2iV6iFj9w zCjj)?O6zGWvpuOC@?Lfu%hPPifi)weqkNb!rHw2&GbA#h+~pgWsEF5X7E4M=u{+-Y z=epp5rFVC=ccIGDWA@4gOso<7+J;(MPl2hXf_XuPcQi0RZ-u?0#HAH#y_28UWH5K4d5R?PthC!xQ68IXogNH(4r}9aEBSmW*M@o4& znSXLAeFonFm!6#c=9d4LGxtxDrJqw=P!-|d=szPW`RK@An9Khyxv7=9I~H(|b{ie7n-7n9F z>wlMVh*jHPsRt%z8>o6>xw8p<1z+bJ>IDN@#q-u*xNret{+4S1=%}qx<*oCGxvCws zp@->Ucdbc5oF#C=*iJjeDs4>h1b~$Z%q0RWBec&~OK@h~5rK9{6blAJ`$174#&@I} z6(zv)&;`i#Tba$?bKqna6zgy(`B_lm1^M{i7iel|=)FJI0tGN{w6@tCM(eB$X3rjRMHhyYsybNBp$H==qqUJSM5I6?w{y46c9|%}hR#tET z%x8RQofo5o6F*)Vd=0c^A3*4+YBxaiR z_3I7A#g9D5u}fNq0t~QnaEQhSGZ1<&ZTS1#ayj#ad^af-|Df@^=2l&?3#Uw`K_ zXLG&23G`sYiT^%6li9w_hDIfiODwSDEbbOC+5JDwH4q4rQCan^OmTtCQhCdIq z{z-fsF1)-0g^m1fZ?t`9gO9(zA<>4z5?Ub{a|6|gZh~a#EwRh;npJj|mrT_9E-{Kdno;^pTjKb43Ie`eV^D3x);;h@lD2@=Dcd=UxFm zzKdWkd(J`2D;pA#b`#Jgt#13gbb0(IS2lVqD!40Ga4=WHfaZF$j4a$NS-&~Iy;Yc# zn+xr_Z#2MgHw$N;I}RK&NclB?@_}D|iBG$PLa{xft)|Q+ugm(c#LcKP^G6&jgmx2YD}o_DHhm0q{RM?@^u zZhZXsk-huoTRQYY!w@G0*=R~{836#i)O&tVc&@~{>Ck{zpEGm-X9lYAKucXTN=Sm; z#(1Zm#aa?tL_|XgH^0k^BM~B&)Z?zAqEbtX^?R{PJ~w;P-qW*eYaO?3jM&ZqLBw1m zaiqi;(f#E!k}{d%2=CnW9X?p3x-@Q3$(i71_k{7Bm?dH0r zgA3fq-dLRv;_0mwd;M96PLJVMS5up9IJtTB0qAUUi~KzC<8vM=bdYm^?8|vfJwtS- z->RUfr~&lDGqjRG%NYtPD_dwQEFfk&v~|69RI_NEx5+oq)&1pbE)G<_X3vZ#bcVE{ z;yNoUK@VfDcGa9dYpa}FGB~y*-EGV#)k;8QJJ3(krzqjhLJMWeK($fb+Iw+u$f!*g zTg5E_8VcI%lD47|EtfIj_t=qx?E-C4P`Smmy}$*HrsZHy$nGv>IzbujX8T0E+jz)l zl&Oj0C1b3tX+76p*=6QEz)DndpZNR|cIR-BOMk^pLufBvEAN_OlO#8A1vz1gwQx!U z(wYM(0E1F!o{Q&ZWMs5ZPU13$Jj;wV6}1TjLOwjHU^#G}Me(|3tVGJ-_nBp8PYQ5x z->Zj8b`W#~2x(kh&w>_UAR`urj!qlV`E;nIO;j49+M!@UlcsG4ivoBw zBkV-`x3$|_v?|~$)Dj$B19lJ5*IV?VZF(pzcBAU_^)Bq4-7JQtrisWd0+UI7DDSKQ zhKnCK;Z!gKN&e}tiKM0K0&By@&r8b<%3CiXx2Pa$48oUV>NYR-;ay2!j*tf$-jT|< z-Mb_y$N1{|Ex+@KcDNl-3g#iSY-i@G=ev-OVBYHbtsxq9xVyXCX1gct;AURH#&SE? z_Sz--dTUTug6pg7_;@z@T7z;I)Joqw@+>V#3kH!=z?M@^yYy#49h`=DryCZS8qX_H zYYPB&4vU%E%|x^3ahH5}|K9$6D61cI%$6bM1h~1+@u)m*%ftox?T~k^@FaIlLqlx? zUS{t4q;YZ@Z`PET@gfskPXb&{K=Kjn5yXp#mvzrLsS&F)uXOSSk`CSO(!`ixY&8V4 z3AEpl-VC{a5ICMAb*7Vn428i4jQIWsD{P&eHuQp=93fzL=3M|X2^A$|0z3#EpIvzg zr>@iRHCkR3u0nXbenBsgMC4IfC>L)Ixe!tn54QwT4CnMtH z9iAMOng~UUjw{qg8`m{OE-eFDDu#OzS8KtS>jLJOr%a#LHuUf)jf#lS`^%h5#7-ur z_P=AldinC@DtOKlkA8jf6J~>Kv7G}JLuYkZ zcA+C+ggPv;B*=_!`iab-j)ul#xZzTG#de0g?o5&+d&jxG2!x<^Ae{UvDh?(!cwyAJ zYa`^|XR_q0?_}9#)X(NOOSLLobM7gA57ev7Yqr}eJuU4@lALET(uRcon`Yvf_IMfB z7iM)}Zwa3`@dmLeZ4n!w>&?A=`4Bf)+Uh(@=Z_?jZsWt^=1$K27433vV-F0#fqTNG zJctNEutLtG-=HBE!dQR)*^1s&xB19(s*T&RGsnOX`pWsx$|MxT!E4ZPmx8tc(Qj4e zIy4xs=wD8SOF$-I%a%aR%!kT!_v&58u4l&3e|3P~(>F{-C@y(A6ITw(;Tq^n!Gk=e zB{MS)xj?+T`YYY*@cDd6nbEBMNYI09Ef4&9hwBR5qrj`FtLFpTCqXMe0u5I+sx$Z! zk+>(iN21*CJYkn?OmA84_>D7p(03xgqRo{k(U%GPJveLNGC}>!P+i@)hg?3~ z?;(RDv#(nTECe#Y@;auzDolB+8|ld-p9Lhuy4Eawc;dJw_k%onpLmTWBwrJt=@;-;For{Yo^{`At-0o!am{P;?uDGhElg5OBqXF;Qj(&INJuDjNJz+uH?G4c zbtsOE@E4zxn3|K4t%;MXzJoE6tiF?-m93MNxdF9{v4f+ztqm6|A1en7wV9KXog+UR zoArMVV6}BHW$VAQNdqszu#;4GL_)&RNBlwlCX#86ge3YxO7zJ~w}g#JcdeHP7cD!( z?3m^Lal!XV%-^f9Evn>AIy#t>1rqH=UmnB*r;S% z>~dHca;{>;{QBjGp8&t3kFOW1=#x7Mv5hykmghNe-fksu?alsqHs#afYOfY$OhZdc zYw-DY71nKB-0*f;eNp(aN@s^pX@4k^;KGk4V@MGEWshZnAV3Twa`WTMPt!{P_D+1cf$aeXR8T$cS212Vy3N z*3Qnm^z<16!>F_&1K*Xg*hOSSMc;G{!c3Ct3yX`mWMrDhp4HsQxZ;>LUGU2Lh*eyR z;ks4Wi=={>JF)?>tP$ydmP~ltP`tfi(ZPOwgrlnChNN<~O7n`-nD*PCpqGkIaK*97 zAJugy3KX(*Y$~FBYMiB}r+*vAV>zZB3|VzW?gpTEud= zIoSaZRm{A?8h8fV_95QZUl=JgRErWj|9g<7k{dUCcPnH%aPLb-fqu3xB>;xOiOYw9?R<@@(V84i`6z`}c2ZR_scb0G*o7;qpiQ zo3@lVdNmh+*DByohu7Ic+h@M5>OHrO(qSaCzOQJ^s(A~xzNchuZEZp z98DE8Wp0L0;V?2D4m#66k7iA`9L_sC9Jd|F(;i2hdsBxNt6Cw7%huaJW|A`3Y&*Fm zpTDLQnpq&^C@PXUT_3$TKVRM(<<3^grDbHyQqy#B*fqaA^4)@ z+s>C7MD}9WHzJ1ej+!PPIGdMi zE#XwAmHs~4L3h}mc|z&&hvxV1-v}iR6S;6J9G>>Q^!^n_)w9$UpQVs`9VE*$|0^{0 z$?NM@(?1hI-%(y<%26QwJ>2N1+WOgXcCzO_8$f)#l9_DBpLqA~U3Q-{H&C#pbE>DJ zqSef7VaD^rd(GdhCpxg_M!G9}y+XU%(^gSidR8|Q>n{DK-x=}t1%z>g=%GgIseg<$ z_b{q-+WCd!WJ2hW7(Uw=_&F}_NI_iV4nu}_S+(6onAQAufKIG<{7sf+I6!zg)?^N4Yqs?e@@ zUVL0!1(J1aNq-8*OfO1t(uY=(a&mHoKN1oW3~B}CiHL~A)zo70pEK_T95z$6 z`lF)9JhUdI^4dlo)^fas)SoHO0A^!5#&fHtY}>s*L-yo!`cm%naD&fo28qXVD9vWF z5{cWa_sd93IBYL>#I)x8a2&35@-4E5b}Q-89+!b|A<_gX9m^dvWA7>479Psw@?W@y zttYTt6o54FeoW1;hTkn3kRd-SzT6WimiDYDCWVh2y9Q}9d5;j7@V?i+ObNT@G!|alTFmSFB=AE;l68ekM zF(T7~K7UsRc)x2B^E=)5N;Cek{3DPwVP~)7lxndln|vTRt7|D|%&JHuVYjkTA4S=~ z;AE;+5DX7GHu(%#7uGXjA)!P#QKd2)?Kp1phV9wLw)Xb9nxiSynR;|8qq(McXNzpU zvs0d1#yfM(US~Tkorwa&o+4s=_vquWk|LFN%W(xR9%GUVx_w+&F#7cQ^T~E2PL^)1 z@SQt%?lLfZ_EiiPRxh)ed~`J77|ZX>6iUj|u;Jnea!=Y3#KmQd?+@h@>=|o6=wz7N zJW->0Z%@wua{p^1^2YeHmJedcY354(7lD<}J5-*zU#6}*#U;g43U#(59di*xaM&bV zUe8C-b2n@IbdSicJ=J#lXOywJ%Jfg~T(Hu~4s!7it#f*NUu2v2XAB8!RnPaCE-fu- z_(jIYd$wB!;!yo~Xf>ioA?!8MPt{z+((!j+sl(w>XX9CTjKq`i%;cyw>mD=kS}KFz zm2<%gloxCa>-v^{SIxJ%b%(R*@5SlXgSz(C*85)P=SS0JNS2e8&ai+X7-Wq+^wawk zGi-m-wp1r<)i-ga?XcnoTUN-JFDQWu~41Blkdh`>pTW%L8%kOJiDwdPpH_py(S)ILzRqNDaBz{1&xvui<8t@VN1A6W9Yr~JxJ=aS?d?^-Iz)c_sMi(C zm8sSf1k!ix5i;em8tHX-L>^G1ghj+spiyF`9}p0r4yLRK{Ok852snxtT{MTvrZt8P z!_)&);|SIiTT?R*kZW=@PX@k=*~~tF9u;vpf7a(XYiYc3$6js7ypoS8sJdE^mX5Bi ztLq*u?bi`Yi4Wv7aD(=`1;Vzs?c$kkT2;QKrOn)#zHIQ^s?Sj`FqF{WLza+TQky)E z5jYMu`tXALS&3e!zQ^Cu1MXuBG!?Ch_18(QIOAK5_^m%f zw>HaP2T0`2CsoNJ?F{A;WcK@Fg^fxfLY!-z9#oFYaY&r5tmK!5>HSQ~Gr!1ETy4u| zuOAzR=4{rjvtNes-4sW}XLtj0p4p8>GCeK(D;W$6(YnEMR^vo}4+E+;UwIrzdu?Iz z+~D>@#C4LrOx6JdygJ8`HttjnnzpfvBUqvmjY3C{lZ9XW5~F4A$R*H4#DU>ooOUs@ zuqT{M?x4E-Y)<~`jd@lm;H5?~;gP+9CMC^TX55tT)GQ`?_fJCkQ;TOV{b8;ZVde=v zLk)%xRjk{@@+agax2n26ts9UbVn+;q=4i^ygYFXI-YdtzG-zpb!R zLn%vi?TBYqnTUX@-mnGR?bLcqKH*oi5#d8$S&0k>kz_l8z;6m8oA0$pn;mIfh+n9y zM>T`r%F--j#SVNuR%(feiK;sAa4`g1KGd5g*B=Zwx-Zu|_9&bWvmDxE=kMJo-qX!n zu*~SsSG$coz2456q|_56yVR51gK+4-)1RAB%!*g zEM8{KRjfbdj$Ty!ek}hd>5=yl{$;eL)HI>Wtc!895@X1S(b`b1sDwm+p`k?8bBI@E z&6R9h!q|-a3g{$c*jh`>3(OQ0JYN#*uc4z}uRB@BN2$i!JndR)5^#$Dbsgf%`EUtJ z8ag`Ez{V#qIb3(fb+nb==~x0T>oa{4RL!$?GuwJ)61d@y71$3Bo2XGfMjDUx|CTd5 z>+zlG@qH^E`bCuuUz8lXe3SopU#Ye8O|;Idy&g8fbUoF>U!m`7ePu$-hcUAVCAJSj z)QHIWje1N~^K~+;zqW)?$rqb+#c PJ16w$Yp*Wx2>(&J}4>S)+n>-0x?%yUYvTX z7X}4AkW29J*x$0HTu$;F>*>SH@~1g&Xia(c zqBuh+*?Y!sRCMJgT&*mKx8U_}Z;>VKdVo2#=TC%eAiHT;OcZ4@m@xA&h=k}}&Wz5Q zwN208Hy;Bpk9&*bi$8^5tP9aoe{yBpMO0PJZD4726gVWz_O7B=XrQcZN zj%2zr3x=qjcpC?6rxnsW(J*c>JDw7=N?21=wEI3ksYOxp_{p1}GMQW*Sh^jcfR5<> zNO_6ZU$KQeA~&v7R_qIS`*zNuVx9GwXj2sgxkYcXrxN8p(1or>Rot5Y zRsZx;jGV6Uyvm11-{Z5&R7bV)kHxkF!l`kIiCcCTJ1W3rU|?aT>M)M0z7Klo7KOGp zR3CDO-I8d1Lh8l~ijgLdz%BXz~`%>U_2Rl9eK zj~F+r^@o*zm@p@eQAgC*!?DuYZh;hCk%#N+b*IlLj1o(_Tg&a?1+kBEkd7ZjM@LH- z8Qra@r~vyx;JMKnPM4OM={V)Sj7v#rqZHsTJN!blnx461-={MM*>Z@WG%)a4nT_4B zw#n!r{zWe15oQiZb@S-x-2fL@m1|b#0ZEa@Dq@L3WKnEv8iGwLZ!Gh9kQbsfzeMPY z$9XU#j1O}6{Jp`B*@y!C&mZ>oZntduL#UyaJqlREfpTTaZ9 zwHa#MgVi9{l}IK<6Z-y`fMG3|YM_vA!X^HsmtMAe6E*#}0$3o77sl#}-hW;=2BvA1 zS!uCGT^vkX-8s3ZyMx1OV%YcmO+f@}g5#xiiF-!XD3^Fz0wQ5WdAaiZJ6V+RVVGuN z!)uN^wU^ks-e|f$?|5t}wSCSbUn%WnwLkrI95H^3UbdZ`O3ATDb1vKKro>0~1YaCQ zPw_=Sx+Mc%jGT^Q%|wg!D2lERhOU?Xrw%GCR(?O-tVWTFB({oo?h}tG!^M^(8PYKOa)4J(Vz&C9>h?pEU}X9q+NzG(6i zy`64y?zuO^-mr*qkt_6g&d z9mPbc0*kf$%eKpFH+pXFmqOCC$V~T|Wu_?v%orXN5j*lM^}UgCd|Z!59UlHM!U(0c zboi;(#GUD?{eskU!=|cNv>|>c(=}0?#NpD0J(Oyd1Vn7~#ybXzMVG4U#@QCi6 z6ZxMUtm>Tni6AIed3P9wtBcUEtRR=IhbgJlepX{ns~ou+^*qCmhx6TOG;l<`pa?W-%kx`XzWIf>D`<*tr{dY z##|zp=3EgMv!7y0R`mTW5@SL^>}1!jO23P= zxcaZEZvA&^!9P((R$C`Cqk)8#{nHR^=Ge^ckLL#YdY)oj) zTBe75w)=c%xJP6<$6>6L8RE~PTer$G~=eT-7sy|_Q$;;HW&5puKtl*9BxEVAQVM!fTC zT_|sZEN`qPJ0%NuhPJI(yEwd`sk(%_*m1qBwzv2SidejHSF^04g{qMuxvtW=S+{Bi zrToNX@6Sk~7FnmiOAR3-bD(i##4vNze+>c~0On{4(_$?iKYu4g%fR$UTT-5_k?mmL z313+FVx;p8<83??P_8l?dOt0v@UnJv>CM4+p@Vs4cxUZ@Pc?<;Xcbd()f7B#`*U_m zjuxig_wzc^R;cPXcPX!#$Nn=#u{yZtuqaltmfN}l0h(lh%1|tQ^M}(7-WVRNDbJqH zw=jbNUI&G1%$parKY5=EJ=pMIR^*5C%<63yq)Ye5T4M8aoet;`2~3sf!oo(^a*o8H zE}Oirpl~l~D>{~+R+08Eld8y(`uY57s47yk9%uHCfpggEu6-BwpU~* zaQW!2#!AP9E4~->;CSs*-9hMub;=P|={&nx1+J$U)uuiovVXe`2JZx!^an{k2F!<- z>MstX=TsW+meS|fNafEG-b}c?#-Qe%x}mRc>?5DwJ%AgoWcDyL=o&1N=0Ru#?-aFh zPkY1C>*XI`#%7S;?EkD9u%|Y47~*mkZDIyXo@Ovsh?*heUpDnh$Wul$lF4o@cYC{W z;Lk*bOqsr1rWRu08e-sF0gGBS$;E~1@$PfGDp}7|@$EWPcD=eg=&2r0JzIia-lSRN zGyk0?)zsV!eo)TKOE6nCUwC5&;GOxe?^(Y>#?$oc*Y2OxFo%WKa0fyb+9!WTIF4sf z%g-E&FFO+W=z{=?@cPSWHI1Dr?#>hRxKAeWH@_M=cCq63!w?f`a%h!1~QjXtgQIk$U6UJZDh&Iyg^ z-N%bd4Fg#wl`{1+p{s*k5fk;VQ`{YseX3!CEE2&aS$rxgd4LIGAKB9)fl~lvmC}6y z7Xm4l_MO-0I3}Z))0MFk0VkCnL~fZ_LwDoP>C6Ge@3h(2c5)Up&&mD^6|39 zPxsgj-=4%JBz?9dC<=1>4H8Cr>V$gt9V%@BQ@D3+!mn0|mRPYQ3=PkS(_9 zadt?<+=uV#jP&rc478wnFH;n@h$Q4QvC< zI}vxdX7Z}q)vJT9-A&Gch}NI+L01l^$1ZlMx_XAtgWM3?{Vm_dLJ*hgiz+Pk$d{jlIR@X^FJh&?sM_mz4Aiz)G=DE>>La z5y2O-Bv&>hweTgzW#mOXQfAPc1@59qj-=l{xGR44gTNPS%@~2c`DC8Z-hK7o^s9ekZC^s#hT06fA9Y5*uBC*@by%=_6%pXPoE$DdRYWxt~IALV8 z>v*7(kV{7!`L-cQ^5b(EZXp77^?PAt_K#*7#L>$wn%&A5jqi_OF>&Dj`Vb(O*nXxy zHZ3OF{;bSg^wq@5FQ+%3dK!oB4p9jve^ii$*c}DwlebF?$NA5C# zsJyPbxS9zMVp{bYe0%&&x;hQ0Er%NphLhv8L`A(sVcaK4DgTWXqBY$M;?udY9o(8n z!=<-KAHLz8Vt=i)Rr$Q?PjJw*d1sKM@y?{{qrh9K2N2zy2HkMml`6g=6-s(IL{A$T z2fHW$@KkR>l1q%3nw#MItyj2oUvyTOGlGMT-y^A0Ol12A!!hOIy)V>>ybfdUBvhJz zHh&+=WBAnLXo!EE7LOgg6iOf1LMxIS9qXSW%jEddlpZ%48aHxfMVp?%$@?!%U%t&u zdL{P0^N7ddu?3UhA&IE?m}Y#CBp(C?*IrTi_+=))W&6oKt(uF8BdGUE>SaVt>ARo= zh)}~Zn-*UYGV2}L1bukhbUof)n3vR~ixd6Lo5!_2>=qG2m;hma^d{55pP`!Nnspc91?#@HR+o-{|?E8ri$Xt`|m{+%&;UAvZ*pYTC1{6jM80FuPA#$ZS~Gl7CoLFH6kOExWc;t`ACAQtwR+g$~yUB z=&zF#B$jlpp6#0*e-!5!t6WbDg>i93-~e_qLqZyEH*j##FO)shE_XivqxekH|Bso- z00XT7>SPA)P9WU2pQkftd-}UZ_@a3~NuwUn&7Iz}3SCiLCE~;mR9_V0=&QZ={z_4T z*mBhkGups&+16?kJdI-G&Hkq2Oen_?LS>6B!uOHDOT;GOM;vbW3{*(xtRb!ZP;sbX zHjFKNK2S30fR&?R{IpeSlAMu|-SZ*0jn-MNfq{&tbTHK#G42jm=pEdhUdHS+`inlx zS(nBHJ`)+q`s*%o4Ew8S^1>L=S`K4JvQixG=}kvOxEKbY2b7QOBL`5rNU8LP9&nje z?emNj)N{WLZ1h7mL9Hq;=d7*m$Iz~HD>Z^+0*y-x!BmkdW!du@Pfg}B%(r-6&mu>JpNg2M{n`5@sTYsz{Z`sAudH<9TrW)w zCz?jt+dOUA@Ag&ilWZrYTelh9ZJts*&Q1#sa*Kzl0-&lk9mf}I92@GOn)4{de*B@^ z97ccoP95s@eAtT`kG{R;_p?KqDZwj`2bi)TIZGMm#v^Fww{vohBD**tlu5X8d1k6m zCe@!|;{EaBJVh>1v1b@Datg8aSs7G`wQc5e_rOhGcYGJ?2Oczhcdp~SUCU>4{Mvgp z3>51L4M*PuYg;>$uua;nHIk;g5O=SVztw)cF_wY8kP-;h=yfJ_QPGPpFt&b$yWiDw z-|stlsz5Twn;oaQ_y$9tFiY7D+}EAIoOvup)N+G@62Q*A5|>`qJ(kaB97sI59;#)+ zy~gpKJ>LVzB8)_I88=Zb5s_{FP$CJhJDLyMKB{d*r?OkYEmoEBNxW{g`Iq|CQ>ayT zGL@(9rDz%oV%UO1eY9?zC)e{Rf>K={zMFTRn)M`=+{7x*hug`>6@ZJuBJrV4V5=@W zKhF7S-A$5;1C`=cb%x1cNX@x1>F`K)cRO`Bpv=6m5c7lIS#RdC+p)gc@2080kUUNh zh^HBhR}D`D$3DV!aFo^jOpgfiroBy?U&8Zdm~@I9#zu9P`LWuLI8+am z2EQK;G0@WLq_WczcKop3KHG!x29z4iEr+q+;skC^(uj^Tz6-hrD0CKy&k352SKq`3 zK9|lC=M9Uel8T?Mrw0dJ;|Rbl91f?W_p3gpJ-etfe=f~gL#L{xZ)px`HWenF0Ztj2 zN%tFEI=vR`{-L6K)w{u?)pC$zf`QwqO@BW7j$!6>tLrF~v>uBMpmgIYK2=fCSAh*d z$30OGOr$r7bz`uuG^$-QhO7-PhOmCLq8b%Fvv)Q`L~T zATRk|zV1$(Eo_--#dXlQe3y6NL%T%vxqKt#y3+=xz5T~16W0`ADG&p_AVP23%xLO8iGUS&4^f*p>!tqs z^=tY5@8?ify2%=yJY=Xt8~TR%bkKSZ1=r2?VUBZHSo31WB+dUI9SYLN!~DUO%gMv{_Ums~(0A zUS@VLRCvOM_ZBI)UV8*%iS>9CoCl}Ff+W3slGZ98BCX)%E!z%{ja^yeT(n}*x)H5? z{drUjV>LudkmJLGKbPIJ*C~T(4;gu@;k3K^@v=C zjBl`7jTaeX!Nm8j<6_)~FzO@CcJDL#pb76Xb@kFW)F>t|R*!dXq5NVkjCsxy2a45`T=5TMn>W9 zh(qQMQ`OrTEoSgM+B6>creI`h3WNhPs1WHs`o=>?_xj_jUPHElSGO#o{&6ve|IM3gRK z-K)EUC`!5|(Fz^zO?WV`kDER$i|0Zg`%zlO1jx=8ucGdtmj+uk=)+ouuUZ$Q8&?M* zsiU1E#H4fZh%$ayzBW$0yVvC%wb&s~aSWs`ML95#{2j0K8}&L#_RfQFx7!#@jFsUo zvF*4aWxu2~Y(WIQ%byt(aUm{nIh?UD?fo)-V1;;xr2*S6J=#Y zyxBroTtbmXchRJs zlF6#`7x6#`W76<1E%G>2@9$D5ruW)Gb1o*0SSk5qMl}p&;K&ai;!LRlShLNz-@&fi2Ew{GRl&U_aQ1Nx^| zTP>knE$@PY+&(u*8qYbzQWu%xlvtVnZpKhl)H}2SB|0|e;K&fV*X#@KNOCcSgD$cy zhNHlZ<7GZJmG8~L?}-kQ(!uJdR?V1PYCQa76LAV~gh9u_@V-K;JA!*5?iWk(z18kn zf&7WR>F;&Fysk#iXlWU(45DklgcXxK_Te=n1ecE~9^gWWnD> zVlFvIK6GkkraU+DB*E~D!syjLiLReq#9Bz78KQrde1~Or!Mpp~BeyS3>HWNpX$HO< zyNbcNq$`qOJY*%lNokcd?JH7ZYilb6pPGJQ$FsWFx||85`XZP3wQCy`lZibbT(8L0 zwr@R_Soe*`!FsL)Om-7q+Xk9`y49NzIvNf)_%71@kZbP;v-QWg_q^srH>@BsKz^ow zm!y2sr1!gVthXt@bJ5jyIh9B-u5VSNPJ5eXY+oGYyQspwoWl(We|$7<%Wf6pe$mO* zTac2w2+Mbq*1y{uN{V)R7)#+!<=(Vu0ZS6hV8{ES#d^G%OJyhT(FisR=Fq;j zE%_$&SPH5fR~kPt$>4*iZED4wLo%=tQTa6nd+mNtU8W3B4F z)^U$Hj4{u4vA8Y8164QmPP0vhIyWaxLco)FfI#oEGlpDyMJF*csM@us-}ptEFyV1D zs|yj_!8wXbS^OJQ-osA*O-*3-|2ZsWOgh5JLc{Ih+PGzTLFAN_!y&{O8Y4cIpsGLI zcu^~SlSI#z2R5#g$*ve)G0ESmdiuURLEQx61gCd*U#dh~M+fuaH-aCwfqagg zaC%k`#9$G+f|zuG?KUnt;1Uul=Lj(|0XDdf*P~wHa1T7IA^3IUi+=%U(>m*Ttm9&( zK1W>ZiXYbwg+tOkc6!)#aelfoS;ecADVMHO<6$gpd%Qinu(U)Z%*n;&t!9j7fA)xA zVzu(p$I}wA_Ee@Ma;6)V}IK)5*9}IdNb2aT_diIfZ;kWd*f4&efE4} zC3d@mB+oAzJhcP&!B>Xg4{;0cF!m6YuG~@XedzR!58F@3bB5}Yy{GgC%=c0elTN4P zKQL65)=usgWOi?Ua)Ij<`~cPYWGR60|EfT;^L4UH=uvmkOm3OXYYz}`8lDn-_{R+A zgXT|iAWo3-d@+?z9s&!Z7|s~trhurN&)Y?uRW>3Q7A}=H_-DILqLo^lyou#*-9?)YBSY_=(A7V*>i?q24KHYe7pO}Ix7`UPBeo5@3L5Lssp|StO?oX( z4}T0W!Wad!J}xRClYlZL&R~9^_yyi|K5P)VX14j zop}Rs&C{MDM!nMHM!jw}11Hr=MIe5*n3=5CMfy#H@b7+M6)Eft^O=5=uJB2dSIs8> zH{Ize4aAhU18{vA)$9)r$2W4H!JA%zJOgi$b*5SQf z-Oo=+Hius^F#IuiXdU8wkAqG6K++NK8iLr2jOxm!Uo|3^ zO<7zSbwU7**$5`SO3A!=du!vLX+T#3;3Z|#HntS-3SK zn^LiRpP|HHHqd${02IH5pt2Rj+Jhtr#H-DZY}6`#3l2X($e9yFm{G!Az*0Vk85CN2 zC40Xw>~pdje-Lip5MK7_Gipb4{4xT1p*7B6pL>w(i*3UTbcW?5%d3S#w9=%BI4k9R znBr;<2;tN!2Lx4tNdP6+h9F+AlY8Y_KpyBV$(lqoP+TJjz_kUsu-C>=*Azbp8s%d{ z>nQXS)T8X3Rjyr0^)3=)NJ8$`&)3sFK$h#0L7Wu4taX&BTx>5>H6zQ6~+@@pGb2bU@k^(V=S`ymOT0a#t%v!k_8I5@7H8{S74C0_4_ z+w~Qp0lWd>yG1Oa#E3ai;NO3@eD#M}zp329!@oMfyLyZv5vuhM;#jq*1t*3S5lfD3 zkaQ=U_}b?N4}}*i=CN~{|GqmnH+KUEhXE?8gJ}Jl&)J<tH}6cGLF4H)aCx!R4+NOeUlPy|Bsc|UwhiD#IO>5063tc zmMN1Q`(G(oZi;!fXD2=E`Y1r_l1cg}ydYFm_x1H0;QExD+yne@@Tp85uRq@Y^y!mY zsfBXv)I2nCkPEnkKz%IAqw_yq>kIC5h;N%L|E)*mtZDfyFD#WR9vX}m_c@e8AgZ;s zwL!wlDu==NuZjo1)u_S4=BmFISGO9&%_mWI@Aq>y4#y=K;nQ`l26-+Dm;d5V&(#+1 z5bOuvz5CcGt)>*AU&vvH)%mLVl)&6W@b)*rr*d13Y?mzm{JWZ64X6r>R{2MjT#dxT z5%8Z44Gn^fUA`sPs^M8x_y5UnMtDpC=eTpPN2CWTh33O~+9%ninm)oTI#x-Rh)07| z!RMlUjEj>7#y5OVLBa2&H&JenAfrP(fZCfWPesaW(+Lea$j58Cm+jvaQe!v_uLEm1 z!0@@nP>vK(>1vKskAdt`;43naj}xtJa&^g`)X%g3E;f}%^!va=t=-)j5Ce54i`3e^ zumrj@4UHHDtL@JddVoa$A4?rM4WSf@Gfi?|TK|4j_G*WASO<$nqgn+HgiKJ!vuQpw}iW&268 zI$Typ1UHmAo!x;St;`H=G{Sw{4FdDh9Za~irmQ-80NYxg9zt*eqF&Pa zX?G!2Ly>xY-L4+(pX)h5ATI4N7oii_cx9PiCBQ@6Zit-KmOxx?$)SE&H-4G)N|cas zF`Uk#kJM7p(xn(b|K}cfz=zD`V*Oe8j}otppCSgBHkng|6FH7-Xnn_$eLuu(8xa8M z!WU+HCL>kE4UH+<0{?hN0+{6`yUs!|Gd1_XKi&}|AROQPN_VG09+L6%kXs!mHc0wY z2vF0Zet*dUWiD7B8-X|`I3x3MB8!27D{)GT>Zkb~rh=FXK@iBdbf6^+{&k}+NvOd5 zv-?!m=c}9ek`t2-iCHx+|AFSy$;y8g-F833FJnI#TH_@3ul=)sAca>{K%>S#7CQ*m z;@zp}$tFPk?}tPa{3;J76h zyNy7fUA|A~U#nXwsX_tuk(Sj)fzSR=U*W&@_9>gA7gTDQ#D-5+(eRITZVsv;8UQbu zReM^~q&^3|e@`bUm~edTrjoDYJvJ|LvVb4QYb)pG_6VpLMpM=9i%dhB|E&Rz6(+k_ zv?qz>u_VgM%0gUcMAKBIvn4P)0OOW_*W$a^#XI3VtUUo~QI2NW2gu0!Ydl?{1t+tZ z^{3$P-(MtfMk!#+vk2-ry_I{anN8(wB-ws-zLkJ^#Xl6YfEMS_X$;mn;fuT3g?lDSkzvu z?jQjk4VQ+%)9rOX#(Ycs@_zto{WFND*mw8%p)3%uATuEmlxDgZc+-4c!~s|{~s96%@a8C@=}HAEC?m-m?u>8 zJX~*^s`0!7om!)#qb273Z%_7?iLn*CT3e~_rrn=+S|16AqQdrol01h&(+$@085H5m zGe_2%eMJDDDWwtUZy#n3oCcwP%UZ}tz2+LCvo+`vyaTKs8b5*F2tWT@+wH$zkN@b_ z-F4%06Chy0i;s>rb%Yd$R#645wydXQ#Pji+a7g)4Zkd{?qCjav^Uh zWUk-T}M0+G9C2w$Wa0q)|1_j+X7dt}LHofdCJ;Z^(dYun(bhVfJ4}u8(wQ2XeVqiE# z2I66qve3^nnSPDuUmgkzwo61cK*|QOT+5f91f~ux?cu)_%M&VbXk-$F{s>5r;o=oT z|876!C7|zseL6NYHkywX-Gg*|PbuBM>+_o6{}nKX__8WC_1E^JnRF+-Yn=T8Q2);d z?2>LCiN2TTuGepoiaI%QgT`sO%?A8EO1&vq)BSIGg192eWHC`}x^mF`W;XB*7a$xc zbex4OvuIaFKwOgm+wB&)^qTTM(w-(VM=OlwGSx^)Nf`oap7r@r?Pcj^?WIq)%f^@r z)Mmi?oF5EF^{{70*U9ni-2snlkY-x5}( z0vy5|upySq-HASVg4=E$xmZB>*MvIB4+xWUHEk-IMVha(%jfSw9GMGqsq;?Qy)JcF zlx7wZn$)Ot$}06a_YhH~RD*3&`5dPZ5)qkrL%X7ihezeXpsKDq6l{i|(y_YSj@nV} zzLx_GHw|-hb0R(O!%@>rAs>K4RDdCuJ23F_YSqwQ#**1@-jyseZOU`qnPjCmDxl#s>VCzW?1+G?D(2LI_0)`qJMY)npe?0w8NEJ3>Ia` zCvRrsy%u-RJJ^|T$pt&4VOw($H3)pRfN;+3eg4{$rFa#%%DGVc^Nl1SfGt3`TTvdw zqz2Yt<5e={61_A`*%_ac04jE2pzY9huX)VlaNYbK1H)-f-j^EL&;Nf6ZiR(`0SU!B zFsPAk-H;muQ{a3|NYGl{QTz$30-y%bX%4NOYuTKypStHCKpUC_%vTN_+-C|Vb<91^ zNnEDb7#J8gNx6f*eY=k^0KY=+yzW@sRUJjn6dbOAUSz1bW^Ai;L(vfWNGTDAp=*)H zvVN>ha+_>1vgKb3j0Ui|dr6-Y6Se1d!1M@bbM;0p^Cz!^vZpDeif5iJM$ff7=Bnmt zwSieutM#d&V!DaFSkVoKVhHV=6VM2VC`u;#Uc?4c`NY8d9FPU%SW66>pnH!JB8Eizii<6Qt2@$c`-%(_u`;M|9x$=(=nMkh%13c5C2P+z3~C#vVA>4e18 zGrjWXkJ)#X+~EEd7As3=cn5hdEHC4elCJj0p(?oN?fox|PQ0&|x}ML>YY|OHUcZ@9 zo=p4?NZ@~ST%b5Nw|6_(_Mj)5%lE(jN5I$2nH*UVH$*%s>MQ)&)9lvuIU5Z~SIfoGIazaE~6Wf#oOyT{k(0 z?5qfqU6V=s77Ca18_4?5bvpzZZjSTXkhrNAkE~>4*y}BRr@bR2CADydMuERzOSO+Rzy#)kIui+8%!i5mV6EPM z%FN9@P`U8wc}|7n^52TNx`j4pVF0cl%tW+6N_Vd7hP1oCwGRMPJJ_AGF5YRiot+&- zyXjzwxzbuQv2F>FkvEsWqlPgIpFoZ|#ML8c2p#90m^e6PKxN2By maQxdy0MV}r0mQk;8-f6o`@`=i;TMh|Nr}mc<~`MW_5T5b{}!(R literal 0 HcmV?d00001 diff --git a/_images/c291cdf1da7c22fd6b0138dbc39780ad522b7667421e2778c67cdec9ae67dbea.png b/_images/c291cdf1da7c22fd6b0138dbc39780ad522b7667421e2778c67cdec9ae67dbea.png deleted file mode 100644 index 63aa67a69418faa5fdbedf35ab528a17036798d0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 19031 zcma)k1yoht_AiQn5+W+nAgOdomqChxf^>^?cZVW~q=h$tN*b?8zlX^=w;hpvOt z@aE>b_kZtuhV=~GiMho2YW#tF&=)dtCp^= zjxOT7ymtR{0gr>T1#chKDkD7PoTH+S3l0vc3G(OECz)(392}))CD~h#JX2T3JbWK% z935{Av3$6o$bUiYsw?Z;v!Tyk;%WbU@aTeUOBmC2n>*U%2dh7xEk%<*T6-$L=~xpPTL60?WClB=ex9cT&ccTqNnF0pOe z6cb8(CiszN`nGsl7JhQ>Ov%A7->}B;(9qDG%fS?6WMmucguHOkwEAU3_^vtoItsoE zRek6Q-;rggwJ)C5@3b#3wdkg2VrDKLvDHjqhRZdKDe+&BGO)3;zkK`l$EfB34{CX& z^u_PrPjcHYkdei>yh=;EpD7>7A=SFpsQly!i}BI=!-o&AXr0{r@WF$d&dw#+HBU3R zQM4-T{rmSP!~5RT2=TS7FZjPq@4&tTnY9E}NW=HoYwYao#Z{LxE?vBM+tJZ6(ntYW z*@v*O@bK^7zfaBgWNIc%$Jz?hL{baAw;!t#@}@%;8^cjFx?(%}HF9#&`1R}8XGur~ zo_rdBrPLiCNmRS9Odnvo3m+0iAo5Wpzf3`4T0W|zqQb_+)VS#EtER6{J6i65X?}T0 zh>(}Mh?9v)jl?3Q%8+9&C!XVw0@h8I@qYb87y_ z%5ZTL+I{u8`^x0Ul)QotOh=-Lzir6FzZ+xKoozDv#CzN2ABBxF<6)Kj`#jP+I7gcl zl%f~J-Jb1uhK2^dxvZ%A!lY@E;W#kGAta77zhF4~&71nn=yWRm$$nF2`HDiKg>Ny; zXtyDQ{(QZJ=4M$#R6?z-)9AARqIELnN^*RNjH+m(;Cj@S5{8m{$|7^`x_okU@~ zn#@c2J=cwK=DO0_;pA&uioglHL&Vw zqz&!)@Uk+^gI;tF^X>an&3xk)LeG6WN`dCyO+Pu6D4XcqsK&ItzOH4r*MCu zhV&e2!54IVNZ%`K zBq8SYX_><_TKW&mTp0W*e|>rCw?Da%J*JnPQL)Hj+5gG*JXfcA(C;T$QB?`&-)9#V z7G&k*HW~;RikxTfns=q1OH^ihG`F`@h^c>yi`tz_dGh4RtC*OF{~qWkYA*z zEI`ek84%#Y<=PZt#^BKZttLTf2+j!Oosf0V;Zoy<)BgJ_BKV~A%let0on~5}hlFe{ z<`$N?Eoqu}r*{f=ORCQaCEu`m)@eSITUa~2JrR&yRP+klB@ylYXK|yI#-YdyYkq}G zyB<#981_zT*Sg^D?k>LZZwyAyAS^Vr&F`qvHbRnq4&&iv8j-ETI@9v)2Z7{iPB>zDX(7E zS&hZ@sisys53~u`e9DcDjaD#fkvs-fl+n_ApG+u2`2F@=Gp+hQ%4=&U#v~_Occe>= z;zS7942l|=9_(z$-@g6Kq;w<#4&x{vaZ{p*LwZk@n+-D;S4YLpbaVw0LmnZd2a#npGLm zaHYF<8^I9S4Ca-lms<8P@l^i4*x1-;Ia0#f_wl}q#Y-k8|92>*pYO$*!zEh_zhp_( z6^UF=e~lMzAR)188r^_Lano@8bM7lybVvTwEbPP=o1rLn^^cDhcI-yK_GGIvRJkq5 zo13#S%STMs?yt^_I@GyYB!Pb|++wl3^@i__$Z+$nWUKOX$JZnJ-C2Lh4<7V?FLR)! zwmy%8kNsOdp})V!H0!v;;#TAR=e<^;p@y{oV*lqGHiI2vc1}x!`MVo!3`vq+0&tL4 zIn-sFm)^Wde9CgIEp>k;C-;ZpOXodowMR;{QRidBxre3UXSG#r=uHJCOpeaGwXs<0 z`{axLa&0AcnHvix;;d!UZpK3`T4&C-C-h}1L<>Y`WoMWA?mCBaTqN5-mF7$8k7Hx$ z#~a$v9gnMe(~U$GiKEvAR(4vb^y{T!-=12Z4u4QB%w>mIEo%f^Hv zSa#Mk8`Mo=8TU~?m{VEKtk<(x-cPPqS54Z_luvT`7FzLAD>%W0-=y)(`^?NVJqQj4 zSYL*w#=<;pDc7fo@be=`4uUZ{vJ`)N1B)ZFh1+x#wZw};Uf32EXY6&kj7gnK?lU@i ztm0m7L7FP88XC$86IN1Gyvoa4*kS7BTM zWY+Ku&v*0tHQ&QOL#te%PnqT&eAO@RmY3YHJ`;_u&G6ZIma-E;@2h(KT531uRsGP` z6lcMVkGJFVD)L(YrjVayxikTRrBr zOfoRkGbrq1AUNu#q7jwOUIvA9{x?IB4wbE9>=7)G=ute<5Pb3tiZ-vispTo3sTEjgphJed$vY?155j$9`5ojkoOsdyN}5 z_;#a>zsmT)ayh+d!TS#0Sn=LH7H;m&MK%4#T>Ry*(4A*L=1kbv)G!yqDvgIuyQ2>% zYDWi>^S?}L(7&SzKik?x$TOpKq@*m|Q}Bf3-ON#RqddFWcpv|~`?Rc$CR@Q*8hbv6 zx}C;f;?Kc_Vb_~TOI_~=zWM&Izu`M*eJJhPE|88 zjlX{%9~X8-23<2syZEp$eOF(ya?AWYtkNb?%e;Q&ob?8?)+XzaV9=2TafQ^e?{IC+ zbbQ*;;X8+k9~P5k`V+P5%cXoCJeSFz${1>!P&#gX5?Z4pdpN5TVdTGSru)URfyM#V z@FR}%-1+n7ll4!#Fcuw&w?M{}!nTxmUYvK+YT?O(_}DqQ)NMa?gvS2o@bE2;cBRp} z2u|%EtZ!D1x-w6>%y$lLna~eCxY?4+dyOsm)`yZ?dDE8U2$-Ski zKSL&eZI6k0A5%dR5hL?RxXJEyariCYZ;>6p)%X+ZC5g*vf}zkW%lFpv0ffOQ)89c1tz9EFC*S}Acf5reHImwa~E)TQb%_K3%Hm< z)vcHlJmX{jDvT;~f~3MN*nX^|AabnQjvW=Mcr(W`Wb{GUd?)Sdq~G4U(9~tIZk>*Sdl=!` z8Qrgam$B2c>bAn6k-@kG9sA^Ed0T6wBIEP3Fk?nZ^fJ%hfeSW=Ie>`Q{{sX8TskGs zAySPiD&kwrsBL|o0P%cGp!#?qTAD;tptgtR_a+s_>D%s(F3&WsJ?0L6aV%R`8|UI* zuNe~TSJbJxEImz>e|>%~+Og^Lx`01wU_cSCHJYLOaC<^E{0jGV4vrkxC}9U2K~28+?JcHm+o*4G_#+c%Wr{6YqH_wyl7+K{lQ?yoF(SbyQD zof&mo@GI_I;AnJ3TzBT`Z0@sMe%o6@i+|50#>bU@)*>xHU5w}ACs>u<3>_eU$?yOY znhaN-*l$w)SaasEPcv$jFZ zjwmSI2D?U*Yyo3+sycRi(r3}pnsD2pGXA?{tB1bc)CVVxq$$mucXC9QefWcgA{5rB z72#aYiwxPIWrm+o_Kep9E>;?=I9G1O3Ko5t84~DTV|zJ*uD?wGgpNXEC*5DDDZhMS zbcmR@)PfVG7zqj#I`sLIp5^=lZ1L5*6`>OqVGPKBAzsbSKfUtkXk?tk;IxQsvBmy< zBXTW#qT6xlzJ0|hwtImNwNIxXpCu`)dhar4L9yWdCRbVl7EmnfhK~+WlZ`cyadBNH z^=%>5Z%}*ujTh@pAR1k{_1k7|oqJ&!)1mbBw0(%4L+|HH&24uK)5ZSICfno{eEJ2J z9Y@rA>w1}umUK$Vo5G3;%D_qLBcfX%R>=YmT>IFO?=`5F4DFlOG~XmGT$$u^(~+l^ zaU>6)|Dmd{qV(Cw3J(974&w6h=Hdr40Y|1P+L)jzR#DN!#6-%!t7AkrWo6F@2j~@k zk6d<_K=1&_(ED>VN_XBVErRRhpmwwgAqlz>zj2+nFN3Oox?h*m>&7HO!L&lbZ}^+y zSKK+ysG(1bEY6Rg7S;;j-g6dM9-fLN5~2>dWpB^(;yhgm02UB7$(EXTp5@LSEfNo? zBR7N)`0m|~bDGL82m`?_B&mA7NvMp-NQ>^qsQP}p8t*8SBAU@Vqsd{dv%4%P_|`H+ zkJojXvcHg2Av&2z$bH_}O%9Xy;luMw*HlsuZ?c1*ee?G1X5nTZaW&I)oQhGISX2$V zd+8u)NRfpiaOU}jw8y$Y^d^m6yC24-ouuf@50W-sS-iC$-A^LJgj0!g| z)3k7Qx&QJwi3j==_ee7(nL#tsaMirp+)cM8lJ%MBxrzh=hA&mr8@H&j zOiTlsyR%)!O6|tX+hKzvj%jfV>`E|7K^kzD0a^5R(slg`~~0kiCu|=*i$#9A4;~xqB=5Zv%07X z`-TV!gV> z843_&KALvY`;UMFrV9_y7TsnHKz@p4ENrJKw~XnPE1x+mC~?R*z4?WzS4=LBY)fkP zU(Dd&uhz7`lFeBVDDKt~Of4vwUm)*`;AD@|OdK_Owx2vVY>_Nrjhv-rPNndQn6sVb zMb)o;^)y)JvY@zvKUSTx?}E|Q3*VuQ^dgHPj7w)MPx2#5oA3{u+@0t<=R$ov``u2}&wD66V=^N$p za3_iEC%aLt^c_9rA*V)0%mL7S{-G6iV4oV(b!h5sKB}Wi_OLx%5l7r_N;dFp6rb~u z;;NTmT)1|d;dDh(^gCB`O1->I^dheg~PM{{a~x;UpI)Vfd$6xn|YQL=(f8zw&9&?kQfQU)XJb zozW^yG_q7+m~%|!3&B$3?tZ!FNF|~o_&e;y7t2%JdX3*>`2uPO20}@}yKdZ>CHaQ; zZA9bt_hBclN!1%qNNKF(ECdpNIMSNx(T?3d-VP}8li<=n+n1eEKKhltA~faGl48!S zF?lBckEm0XI7-WNxc1qc;io)P8YDaFMAfVZFq>7uu3}$2WeW}07jx&{8W;$0TfBo% zKt|pBX2BiaxmQX)RV9hH7aa-KVx(5>x@;b0cQ`Fxx!CTy@R(;XF^z;qSR1UH7+ANR zq+V>{bC(E==W7K|^1uPtNlod;mnirSeM|Ke`}V`NLPPmdc54p@ZT+nJTEVV`e+H>^ zi_RHYbyI8h^ib&=PMN6bbg}U`(q}Imw&YrV#`(+?{X78>ho4`p)Ek?c7SNS~oSJ!` z)`uYm1GMFb?bOs%`gQeYUi~=D#?pt~F}Ey!6+NZBINw4`KT95Vu1}JCx`sB$Jz(b) zArY87RPtz3dmBSQ2Y?w=67F2NT7@4Cs@*>T5a6*kPT2i2ER5;ewYJI?0GG$i!ggNJ zNt~^nQwJd)4t6Sz?BHvR;Ffj3{smq%gcbZ2<+1`bt%hJof%xX%{u{20_dR{Dv z=bK5m5{Umhj1=I*+jlxY9M&D{fWojBR{y##BotS@S{43xWwb9#nZg`0BS3x&>yErD z+oGuiLjV-R#HXdLOohow=5DdL#_kYB4tE}lWF;TAjb&v!I~w?d_acPeVicbLY-!ct^f^bwS*9zJ9JVrQJ`Oi!0*Or%wVYp)xM_ zZV$y9Ep&>!xghH>SM*vXkjlEGv=g4Gwot$v<6I$x0_3u{*i>OILD#a~zFaWi$X88W zJ$H+mm6bKmpgLZ*?Ke5osV@F=V@8Q*>M_K|MBJQ`D$N*C{1qPEGYZkVx?!Hz$~|Zz zX~kZPO!&rnjC;L+GsEY*;}}IN)(Eh&%|!)lea)i??M2E0XUyd!u`oeiP@K) zM?Fk|VziSEZbnQW)>(+=Tf6l&=e$xnQ7pQ#KVNp2jC2%aij4DBN70TcG6fV-g#;Lc zYeLb=)%6BIN7TnmM+=j;R9J-AetR<3?1WTqxk}F_K38$64DC)4>pQrZ5l~woPIv(_ zjTJX7nwQ^n?xo%RwsCutrhK+MWWg-Gm&J8jq{`!kZkcf(+i*z>EU4X5!-|YoQ_cBT zPIm&`H7IGE3ibbc?kj1Dm4@Yp>cfYQvvG58#~{9bL0?kEw7~?H-_RQ1KIw#Bte`YK zmi`jyY*G-FLuHHDxwKHD#j#Oh-VDEw>r7^!MirZh#LRzk)9F9EZt{&0yE$*<9r66t zh47q98?W>ngb19u4T<&2b&<#of^}YXZ~U=ddt>4J9R>)`^=hkC1?R(#l~qD)3i!7t zyxJgW$c3Q6ld6rl%8W|#y9*AgHRJm)11-V%yT+7~!ze!tUC}5vw;bvPga`@j4(4di z-I(_8lcFZ5A5G-+*QP!8{shfig5A-lHaG)A7OIbTRH*Wi1zHiC^KP76VLc?AAV-iW z+}W$v?1PM!lv^Nxv2nU5Iuzoj->o%Vym30SXr$vEPVz0S(;=Bl^Vn`inF+XB;^gW{ z;~i5D3fr&hM0{OuW%O(@xa+;j$=!0N6|+@-RteEc;Ai+-y9rI>LFEzk;P_~+{|eoV zhm!;Y&fMt;74P)mp`%5a*9G2<$85+Z<>X5=U{blBQobDRwHij&LLgd3)%Xbluf%^Mnm zG&Py7K;dyierYJB{C-NZU_@Bx=Q{*oldp3;i1smko_?C6-rN ztjTAs;pL_Hc&2p7MW^iu2|K*FZoF zhAt!H+%Uz1p@%rgjD;5kE`Fwl$0Zmw*7_lj0~l%A4mK|5qn+OTa1Sk3z^@8sMF8QA zCr#TKH<-1BN4M163TI(`Pv+nt6MZIf2Qn=;kMVOPG>!4x>qB+O;3sPq^QZl4FSISx z7XEESPOc%vAsOmTXJihHt;D9O5D`4-V=EeE6#s?#r6}7~pv7CUZRjHO*Jmx5Ss|}L z5smD6%9~Yzl99Z8x#k4a4ijLkDI!hks-P1UNr+f`JSk#aF42)3??zW1|KKe0EH3*K zs)tPYQZRgzkbZu9%wjcn|6Ad|KTGzS!c$ZcCa8_3w*y6GL+0`R!3mt^JB7p1*dgtUw5e|a}&A;%;b z7GmSJcE0IF%Kr8^(F;;Nz32)g4Je10&8g<)rB41Q67KcP(TTV-Ef{1SxJ}46FRI+8 z^2<98t@^HVlMLpUeqs46hN$YRSX?~33zyGeG9285n2xgaL_D_*umX$ZoRhDWkz)0w zYk39tx)AhEM7wSrW!KY)dZa6>ztknsdE8x4eLgIF${`>~CC#{#I+run+|EFHUjstE6)Y2KW#?Iv!LE3@8bKsnC7`R+QGH z+`edQkFfU)Zxp2hRan#P7v!nj$T;0{9iDSX)*ZzCo7Z*Q-NnSMkcrWQT z6qe4Bl4e82HBY}+@h*H^2Hyj(_(tyNgTt>_iHVOj{iEygNRGgg!NM#QAGTU`Fu&X;e?9L}LrR|#I?U44C;@a36~KfkNo|M>bbow6C1 z^gQ;{uDblyRt&ql<5}wVQT>|bPn<3Z(#MZG^xFKNeDE50`$*62$bZP$g0ZEgB~Q03 z3<@5i3`B&4?-ioyxr}O2XqR|iqb`_GyJUQNdRLxK=?|&ePoF{|PQV;Kd-g1u!Z2OR zXR?7{4EsyNtTe8U;qsGlQbO^vG=CYEGfYfx-B;8{7q*uM1cwGbYjtB~^l-j^XZM-t zS$ut;8IrCwQ8K4e@OmPFC`s+F9q4$TV2#|4HuJ6<T}nqg^HGPdFS-~8nYMMT%=f78XRTp= z-*gvV9wm@Dvb4_%4o>o`kCw5I>fL_wW1Csa056idVRdXS;C)|Hc&E8^z<`FPCOeba z^A}CzT8VmcQ4BKV=I7}It~E$_ZT4%bsr^0r9-Hm|LPGfZadGL!mS^g`Wq0j_6-4}t zLxrl2j(kw2Go$ZrZ)av?e1~?qc=2M6o3FMurAc~XKPMZ02#L$_zV^yDvYm-zeGyk34O-D{wm%1-o6%#2k{uWY2-@hXk9mzuB;XGB}#qx~j3~wAW{tOg53h=W95BQt|9Tlp-p8V}ji+wA zTv*G|m^%z1>12N_;a2jM$B55Q9PM8%=05*|A+JDQwpjo{<&#`L%vHGwCL|qC;$oc_ zf!b7dr~kBzJ59$1&lh`xT_@nFL3mL>cKHc@yitHqA$F{!g?61Y4niuj&%(hJPWhj% z?`+p~9#R+v4&>(Nw~c}i3Vj4IRmHg5P?AdnaGw0OlP>XpPf|(c!}OoB>}&m{3zRqr z0xH@-Yl!0Vbxc((uUY&mX(4uZTMU#i557XSp-#vxQvgkOhJ803b)V&98`JX%1dKBK7D!9DdQJ^obqFysDPsw#dqEAI3SjzrD z4)}cDGXyEhY~9IbZgPX8W$pT(t2MbTdm0z5|Kav|%2&IuH(#1N3L?GjUt9J^+wRaC z`}Y~qRhH(HwSvF)?3y^j$7GQD{H>2wg&?Tx#<(1Sqc8%dzktM{)@rrxNSsUOv7MAA zLRAy9fc5JbR3*C9;vD=b92|Vi3f?=$1(J*O?SA#SmEJ7J^|xhZ+AYN&AKncsa|3qa z)nJMZ6x;od;Ik|4JF618xf`hI$HUb_Xb1H0$uwRyhHGbfIAGnoXl<5?Zrc}l(Of+J zXHiEF$akbLs*Px4JG#=G=-$jMKtvEd<~g;HU!byb&&V@`uqa(a97L*E z26GpJl$$)8alI-EAro4I{PSk!#rNiDY?juM$T)@?3Rg>8i)Q2IPwH#^1_!5=5U~pZ zXK&DI_ySKYB{41_HjCDh2%YeQ{AI&t-KWEDpm9uU%!Is;^LrESCA`tr3qK)A_Jhu7 za|)5a&onvq*RJecv_`KD7pp5X{dm@veB4AZqEg>c}R2kOou`tk%N)sVfNiF(%MGHBVPUql$o&-Z{ zcLwsy^(AJSS~I$c(0L$O9cR5h-><81G5DK8zXLaPIB5IH)3z)B>Xzcol}}ui z7+tj1M>eII6@;+g+}b#skg`AFYih?`fNan7MR0Ni=V>Q_U2u(qBMfRfA;eU-frXKU zab5XEp3t20FkJMs z(gjlj)Hj}*Ej1iNzdst@+pC=)lwuWgJ}gKwF+F?!{ESB&TkYg@IOC1}RF#0X^Ol1h zi(%HSJ!Y3L;gXR-VgvCwdT_G@csh?CKTd7Hdkb;S89Y3o?mb+nWbj=-^=D}ap$b0k zNaUw=I|whMm6MZ$qSBj@X43u~Ja+cEqbfJpBtq&nc$R=Y5icNHH!Od??JzB~9$*p{ zj)zc#u)BKY>!|1P;kHhNBO_2qrfRmwXQCulKdtYayTo>Zj&240IyTneuV82k59%lC za7Dys$q^59i7er>dwCDgYrR%0F&t9h??^EE4;J|OA>3u<=Z{$(t1dNbzXDVMr`8RG zoAUcxOxHd{9fW*G)9=GO^pLucBKyF3Uf>2lUY~4;qwhm`A)bD?+QT8KO*LKe`%_$k z9HI0q2&!>xfiQwzzj);e(9pEwj8uI?0bZB=KnwRfIXN}Aw50v10Pf9sI`L-UInECk zGvg3l;i|VUm%vrhcw%mT`qd}S8>gc)XU&@Mud_d$G`3m#4EhMma2ica7|hq}E45HX zP|PrLPVFjJc2cRW3+3b9x!AjzW7Qt9uU|L97dXQuW<=eRSmIpG{KpW(0TnI<0rEgo zl7WyqY>*XJZaqj0b+q?PCs2+xQoCt3LyLE}6EOJRynB}r9+nM=tG?H4917@uT^Q9= z(Oa6D@mTBkKYu=`JwEa&sQIf4nFFPe^<`Xq;>mX2I#-LN>HKHU-U8}1G1OLr7?p~M z(K)YEp^=ehds_?S(h~p^6E``ItE#A&Z%ntWaw++C%270cqpe7warjb|>|#oJa@0PQ zMK)K9;jipDx3@pVeV}i4A8Rm1%gw8!lda3^ z8(9@0D~nXGQF_h-vho1Z7g@y)45ZSWh!M>6ntAE&(Gw)$WGR{3Gx1Om9YVBR5$)h_k<+hJPY&n z*qMH7aI#D=WD`^2Glqzb)mNF4^L>HnA>dXUthIxi&YLX1XOs3%Rt6|TZRUL%toydT zsOz_0wVWqwhJ3_l&xcfq=H>$Bn+9y0#QRJ}u@UrkZ~?PI!o$Z*XBGm4$jG#M93E|O zM-?y|5rHVD1>izG!1Db}(Bb$?z*2+Md*_OgtrxM)vp7)t^$Ho846>x`t=ZlX6FY8l_A#?3r6(>r112)jmlIcM__HDCRjjF- z&}^S4G79qfr7I9!IIQ|CRZyIajC}Tcv7~Wy? zFXxH#M#CBMRd0`_p)D#Y!3l|uLTO+#*ER=l zRYz4?z)_sHw6Otk-vQ}VquhQLm=BSYIe|CaFc|-rUf6@O*0zHZ`bz8$p5+2uxP|NtHn4iX%4~pQNh)mj z>vzG$mLWWX4BeS;DYe&5o;dq;9U2D!L%^ky_VtYGP7-xuDnxA(s%NXPGBXE>yDh$g z#C2n)ZA|0iPE|a2ryfWwCh%dq0k5PzS`_Ew{S?it8Iq>StOUbp$jCXNZh<#B<}m?O z%ygYnbEl>J@~YfN8)hf!AZjQ$X9kRy-*a=lFeQv>Pfw5QDmv+(`pLtGWMGTUgwI_? zrgo~$rcoJ?aU7`An9)Z^M|((XrT>@xAJfhDq*Cx4L5=(pr#;UgEE3o(dm>f!0YYA& zl(w3eYE;>wD|!sd;%&em0b5z3e0kY6y0%WcgMZF!-(A$Hu~#inJ)b8gW{wSxqE7Brgdb+(ntOGg%0-#-~U!*L3&Rty5G~R0CCyl}<-=nt!c5 z*bEn2MOreN*DCEg+L2tRqvHvtD-9S^uac6KfYcit9Nc9J7C2GNg$+kIC6bI;emy$i zAZVo2qSSpwceQGX2RcUPhYB;Qe_RfjydUHa+znZDmtDeLKz;h44ML)8pHAEr$9SqS z7zsH7fpflz#iq4MZZuz_6?1-W(iGw}|C6x*wRsmhC6s~3{O>2xO=T%vvRS%7wqXi- z2B4C}5-o3t$(u@t(h*7-e@S3JduZuQN29FXSJ6rQ<3uYWhx9qPox4sN7#_eO+7@eU zkD>$PZb0WQA<8qLh1dzO(i?tY7|RQ&=)c;R6-3qebgo~%{9(imxCx4I#4=`_t%}@# z7C=73e(v_|yxcp$h=+q1upZ*XdlExHg?X9*F?^>(;M@|NC?^<~qXwE*lw}kg_-HUI z$CH*`BbArJ!ty@fDg|rh`5dl&flqQ(p!ZjM)&MkFOrJc*R@kPkhE|Gj|L;Hc5;=rN zO+SR9Xa$$#0Tj({A7f$)Fk4i=rXAERzCBZlxAe9Bho5;A{*Z z^Iuf6LPC;?w0}NnAFp|!Pkigvt2e(Zx5>%QJ%HPc@)AFF0bu&(3?pN@j}ci64l?PM zu$POjSrGOrAkuPrp0I2y>fRx^_8Bo350Tpz2Z9nQT>{##bfdBn3w3f~@rb0%Kbn{c zdv@&UjSgq~bct-^I&73odhNgF_XcLepc;~psbDf8?P3I6942~1=54X2hX0n-{)DQm zEIfl$OxMtTO;}GJ{dvpSAf>Zrjg^Th5FU`}{Rg^pI{ZA0c=9$p%o&HdGP&v7rYu&yW;)n07L&lh4yFy^2Rw4LI_Vl_7G>pfxpwju~bJ zG?w0H`?eE50AWobt6rp#D1t5C$sX2r!QFPF6KkzzVZEgo>N9=^as_a{N9|(<3eSUI^>hL(E&zlZx&z7PhEde|>lC8k;DP`@WJCYC ziJ$*LU2Wys;;m|hXebQ)6DlZFa-$^omrFlnWkE&y*1dc8;<~6LJ^6%F@;e40-t&mN z{E<=eYF17s;Cn|zoYA@ncS+)a>h`l7{v3<=SP5X)|{9j+~l0D!IxPXgoo7D&hk(Bs!-iu8tc zcN1I%{-066VH}Np#Zw}lia==T`3d!J|D7oUHzK7@=z{X9cKvK)*v&uAir7beY%=7_ zX2MN;#JS;)StKGA7Z`0NhPzqAMNRUlxQOyxv}Yicqkh z`hdat3}p2(*~g^X+Ox90ig}0~>Wh0VsHZ2h z$RVS$@Lvb)9Bl#R_H-g-xdx#xKRYSGD*WJjQQE25HsIk3-HrAr9N69vs@ ztC`Eo>fF}{X3z58Pp&B70fg;JFvU4qx24wUqC3E1P4bVfT2=%lx^a}0msxr_Esv+aB>x})XBRDj~0vivQ z)Kg3&5u-SD6zx+Z|Ifd~uBkRE^Cs<=kIjAUm6iRy40BvRgQpP?)7mW^v@#0Xj8E#W zWd8e+%3jpnv#Vskev!RD&4n% zB;+n4fyMrF)&tL^e2m+oenh){sX}`&^ygxZenGm5Y)m2(6N2R&{-}x?%zNsE?HKsP z;L{;k_A*ovQX>{e4YRaNOooVqL+wavl9sG27i29@muv-B>?h7=_hIjT^&dyy=r zR2?)0cBJkQ|Hb*V-GkrXAE=!k(#NF}_xu9ACZ7Sjt|<< z0n_KYhadtYM-)x7ry^m;$a)67X zz~`S4Zo5}aMddjCyi&%FdU@2s(7?6tzNQB9xCijK_}8Z~X%=6Eaz{maHJE4(00D8Sn8hfFIdbF_}LRBg#z(M4h2?+fc%bsV& zrfm@G>o0f#xdj7#kRJ?dype9&Q@Bv;PQVlhAWgw-72GIWbOl-USl3cvT^BT!B|^^^ zqyw{`v(t07P|&y$!CQCmT2_?Uttc&5yLEEz(6m)+Tfj6YI@goL3{QEW0Y8PMsOFbL5E)9S;t zx(RwZ>}#mj+1lC$cNao&4JgDvPm%`cuD)T9PJ|~U_^A9lX+S!bjp&JZQ$!r*2DFT3 zp%JKXJrQU(x9{9}`SK+@*7M&yDnXO~v~h8^gXDoxva&AVy=7@Dtd}*~8cEZhTI#cH z@BMfAJCYZPyMAg9BcS}RzO1Z5WRl}qzla2*sD;9y*+t9y9>8;H`#yh{-|3axgL6mv zCLehl-oAYrYJ;@!jC)JU|4^W2(=YuCGFk%LLN=kfvVM_*LIHLrE^4gCM+6#|Gfmr~ zPyqXZ9T@-F2PPi~=7}-^(g42TT;=2phaTD2(8!gw?HVC7IDGPyshw(rtff$5k&!Z+ zgq{*JIeiP)Z9x1xEHbxs;)MA&&gAnP~B^NhDQ{U5pXo3c>lf-LZmvV z9T^$He+%6@cE7$@VH=?>q&J*M?j2osWxKIvQ#JxmqDZ zYrw0?BC8A{$NzpSz~>MM1;C@`DwpQo%+MHED9sV~)6~fB&hg&z(nu5W)kH|s$U#A( z*8lfma=!APeEN+JSBXG~$vXJ!*u+G|m0x8GJ(&a`Bxi?rhR{cZi-!JM=-(r|bgAhT zT#Evr&##(^ke+@@s)fLDST*PB)FX>vd>n>$00}eo6mn&_()a z$5cLw_B-_T>eP4(fvlLNq|$19w&Q&cO3d0RZ&+Tq6GChPMhRgA_#f_VK%1&pg>!fA zss-K!a&nEi{ZiAm^Q4-#Y0L^yKMM>bfXJYhHB)XkDxV?kH$Rw91A$lsCI2&MDU5cg zI~?qc(=DvZh`XbyshPB<8H7)Qe)Miz8|BGQD!p?R3C$4L9M-1qvr-0m?uSMfuH7_^ zS#nZbGz@JAlz@ysqSa&eEG#UPV75@$Vu-@1AiZxzqU%<|{4(fM#^uv2&|mOfPI0K^ zw-rt)hNDH;z0{i(zA>K}?fv%llIvpschB_(g0yYryLTf#d|)wce12}0J^S8N6QBBd59GFt6Xc#0BUG*GZk$?0$LdA6nHD~JUk5}=|wN?)O)yAOlt)cRHi z$5jq(&bEWuo9b2Ob(0a** z3I@}6=@jBJsOn#I=8DP4AiarL?l$d>G3U{o-lso$u2C~E7|m_$?0D9#@^*H1N@XgQ z!Klrxt(to-6YisSH>`S}gXsJZ|7fNAZYn_#3{1?BYURJ7|BzwTR<})nfiRmMo03A~ zIKd!V-VM0ACc^5~_uXg#fJe}(m!-G2SG(MPj4F48pen3Z3lJq*3HJy9!So&_ZNu9i zo!3%FmQbs+@`Z3!Fjc* z{eLSeeE9Ie^AppW#z6O?ejNR!zOQzA7cX5}7_X7g`)d0Ry2~*KRTnA2q(ZIUZCq7Z zITNIXf-Z1LY=__#O}5%RnD!UzfgfHn+}x4edSCgxHlILCtP~L^HV;7gS3s4CWC%Fu zSybz~@M_Ae|IY1FB9mp?lGlk&)4L z{^wIju&OgDZP9D{_M|pcYq=D!)q114!q{1>!unx zoMarcXBoUiBqUkj@XTsS-K*08BGcOO1DEtKl7sK&zB(OdQzxwe$SGwuLwlXuZE>gn z_{?&^?WZ0LNAKVJE=|46;ATtRwLmJ z0hGW<;y=$Iy)5|=Hla0wN-%Z%c(*%%nxCJ)mBPr^^J*Mvgg#&kF@HL`NxFvI&3OdvP^RRN%2TARaI)d0M>hL1kr!0BX^H|**W z@B$jsRdnUQM*)3m1@2M=cqS_7-xZ?w+j_`+{ra~Z2(t2F6mvijZEjG z?Osk#g_9}L&pqG&Id%h_tXKwOshzgRJQBo?VpXO2c`7DPBNtSxHxfkx#r;h_HdBRbWQ;{vWZT#$i0l?JN A!vFvP diff --git a/_images/ccf1ee97b73048624cf881ce29481739fcbdd92c4d00200c8828d0153d18a074.png b/_images/ccf1ee97b73048624cf881ce29481739fcbdd92c4d00200c8828d0153d18a074.png new file mode 100644 index 0000000000000000000000000000000000000000..c36bc926d066c53f27f22e1fa20ca863a88c8a46 GIT binary patch literal 19857 zcma*P2RzsB`#<_dMz$n-CJI?)uk4xZ5VE3>EqfHQ2_YdxiOk5%-m)rtuk4Y%$GKkm zo$vYm&-tBm{*Q+~eBSTZxbORQ-PiTJp4anwg{Y~@6W~(eqEILTMFklR6bfAcg+eR9 z!Gce;U1T)jmyolpuCu0{g|n-P<0I5v6K8uHJ7=3GrVP&>IXXSDv%SSB#L2_K@Yvbe z-bt8?>*;?E;IwnJpP7k6%A!(R`y7M%1|>{Ek6n=qlb+Wc=OsR+>E>33O5%$k zIu9J&!1|9vbjTIFbzHkT1tz@wNm*5m`*ZXNs2*x-W9I5SnD>VTvq{j7OEPPTG&$T} z+@A`fH?|xoQ2ZPaaN+T7su^s%Dp+#!k(`Xtg&hyk?Vr+b#60=YF)*l)EBE)^E|Zf} zOB5CrQS)4bfhcxb+199OXuJ^f+%^6?UgdVU_!+HteCh!X8q6r?VGW(@n9G26w`P`> zT9(#b+61^evnk(fb5j#0HX%)B(P~k*ctfi1X$Tp+&U^2p-AmW5!uXY$o|NCXc~jQH zB4cAKmh~Rf&6@-_AC$<9lsqM&r;kcbrt#VvbA8o5i*xZ})|M9$5m9E}Qg#U`7{Tol z^JMwd$Xw&kuhu%q6}!uaiY$rh8yZOH=m=54VPVp4Zh{tF$rn+rot?5eI`OYb;CW>} z*H9%ltsnT#y)yIkXCDP~J0qzSPTRO4x_<5zstBy6rY3s_hiJrnqVEz*8IRVd47#Tg z6UiN#ba{_;9v)^KAD6t%{)8B#G;ArOXGdLLVQIOFrdl(Zmo|q7C|Y_`5oW^}3h%sM@RE!wn63HyxPH zEx!WOns9DfA@52Tn~11`Ja*O$${4Zwv?Q%`0psycdP#~W!wtEC8q+ex=bK|8gZWcR zQ^?jMdzWu5A4hJ^tD^neJG_PwXd%A6UBfDi6C_<$o*|@$b>|~uc~HViZON(gzPJeY ztNN)%OP2rnkW@7Ea$7$8(qW)P#TZb8N`Z|bOQz>LF7~)!>-J``_PUEpt$)?=$4Do# z^TApb{Qg4aRkA3EnjCtLrZ%M4pF>dl?;g69C(O9*&g*uw!ABn7qJ>qf&PSUm8QPw` z(G*XL@|(xTtXDNj)kOJ~ z)jfaJ{^&PW1>wJ?`p_*vD_^b}wf6Kj1CM8Rxz&O<1Fdlj&eV z==vXCQSvdxB|#Rm^QSK?uA54TD$5Vz68`oqMlfRW{K~Bh`7@Y<@7&RLaVg)?KK3r+ zNBz4vQ$X#}vX$l2<{hgre%r`PtQA7%6S{yJeCRWd46A}9I@9y(w4>c8bebdr?j6Uos`dS{8p$+5{%L1DP2{Sn0|?x zQu0FoxsT*?s`)s}uw`)LHsP*Y&O=YQ0WWfcG>aU4yF1hLEhyBz?Y}7U;;P0FTUunW z>bFX~x+%@c;v2>k1LY6*m1$cz{@o+%hn1N4LD92*izUBEd#z!`SIgsb{OrYbVjSu=0qK4K4m&wjxu{qnY(m#L{~O812OJnivj zJJ#zyo$Z`61h0~;vNWoPHsXXRH_i&u6|xeS_)zUsA#-jD#M#E*d|>3HqODE# z<;$1wRO{m5j9@u%*)C42bjZ%x$i-x{LpwHO05v9DgC zBIL}D*SEH;>jU6M@v~A-$gVsUxrkUc!)3=rm}a+CduNoyX)t)sna`;{FM@(v_*$A; zTGGqP2KS>=QpN&qfY0P;f6>{Zp3!r)aR8IYuCw(}8Q;ELPE1T}?!NaGAEBWTU_Hnm55nm zD2O^0S$5L}1O-uZ%|!k`ql3e7!b6{sw{NLbQiRFI$H$wap7dlW#-ze^^u3b3@cTTT zk6?_F^nH!%b)bp^wDOVg*XwWkH*ZrBgocGpO;0nq(13NzxgLAn!0H^q_ebf7^m1Js?-_lOfAINyoX zyLE>U6~xA>NLG48Ra?%zf1$c(5$AN&)q_{?pG!C@(F|}+Rut#5d<|v!FXZ(VFDqFf_f3VCLa8PmHxS3 z;J0vUc3%$Ij zF~00zdF{)u=5&&th)B&Cb2%_A{=1N0s%F>ZcA#UK$c+sJdf%)Wg-|3!wf@lVTi9^e z`lcUMl2l|Xpn`cmdmRMMK zp60(2jQ%%?oWWAx6gkN!WWy!SjTmAlA0y33&WD@xx}=Z_kADCHC-vaPUEEV$?0=v4 zr{%J$8>mO1h*-n%_u_;joBll;De`t_-EXVRC;o=`}{GG=@%RbDrH*{udKfK z{@p{7wk7SqfTYu~lGpc{%c#kwH+NcvtTq1~AD39eLmJnIwf%TG6it#&qvfmM`P0$) z)6wL3T*i)f9&TFAlZy`o&TWN#Q_+#-%MQA?aEVkZ3c{H#^S{p>3g6?iYjmTK0Lbh> z)&9@mu8EJnLaUOT%BvWW7-W;*#<5|`c>l7sQ@i(!u()OS@fsVA&0 zw_Gt5Xj`oQtr-Jix(`LHx7MGoPUbqmbKLp2{CAd#=FQF$O$FJ=+%~%+Vb$2qSM5r( zG4Y$y>RsHd5bu+zHN+lWqQ8yW3>9KF1Q7*AMG=|vQpUu@*zPCaP2&F`A4LZU76%8X zcDgByT8tGUljh;mGrf=V3AK7pgW666tQA$Zm^Z1?~V?{`~Z!*6mpni#l zfyDp_wp(nEhR$<^C+9(F-g$uFi=e6k3`T>2Qdt{7qml;-Sb)>Wfo8AkBTKN45ujJ{-OCpJ5Vjdoz2(nl}u5CFgopo(5c)!_vXlxuAf$+$t z*C!+(@@(afv$J!`Q#f$&t62+Qs^?}>!X92NFzlCtJAN_XCg*+o$ zC%3*o_kqLV_LJ8M3F#0IafpcIRaEdHSLo3dLPNQ`yRUC==M;7J^pFBNCL<%Ww=X;7 zEr;}>r)Mn`@ZzKvqKt=YRn>;|`fhx^@>z1Cikd7biT0tsekeq(kDorFWmffyfKBM>>7lHMZrpvt zT_@=CsL0^Vpw=4ku1HripiUzO;?}C*;^y8Q$-fEGsH1mi?_h;&$IO z-(DRdcO7@1zl+Jj#AFpIetZ>!wJV{nK`$_Iuh+MZFtO`TITtG{>&(T5<$?T`_mci7 zlvObmJo>r2@-Y1L--TfX_U#u@wIk^j8~k_{=9?XzaMU`06Gm7PN=ix!Vdv|p$)6vj z*Z1}WT#?K>NmDz$MY(;ij=|5f!HfI);8yd!G^|_ha~6O>7aWBai`xaCOO1xUJ2YtBXz@fCEAv`H(pX-i)Su2$;dE&@)v3 z{@_s1@*rJG*M^GH&R7z@26xU*XG4Y8X@#^hx^Wbj`9K~W+ERA z04F~E6bh8sBiHcMcg{OAs|2wbWoYqk?-ji{hztHw}*}Z<@slV zYVMg0v`Hb6Zm)WcgZ~mw`RJ(oe9B;j%d+-JDTEH6lf%SomtiKwZJZn}$!C3Zksh;a zUF+71*I{VclB}1{4wv(rC!#2L(DN%dabZsOBTq}wP|wyzLuT6(%yw6XB4T5}E5 z7&{utpt{R+t^xI;r6sM~R0yZz?Sz;yg2PPadn;Q}1XdU%A7QxHU6GjzR z(O7>TL-XCcq9I=>WKrXgQD@Ap%#9dvtftm;*ZyA4h)qbEuTbOF${r)UNenUi20PLF zZ(p#)hAT`>Cw4XDnMTdahpN3rApOZZ6oW|YR46)&55!N*tFIQ^Ga+R&H2Sa z>F;PM{O;Vd3?cnhbB=EKUJ;|`v(m~q$nsSjmQ9{#$TI(6iPigwy?N8I4_8I#LvI)M!5*nJCB$Sj-9R0u{H%v^>gXf22uQ|`~d!C3m z4-bi?q@=yQyy*xm~s+!EbSUlI66a?3%0m@d!-k$pkhb~H9Uf%0uXJ9AtY&pN? zXQ|yogpP%1)iPP<&tp4UM%}fGSPYVpu_=!EHuUK$Has*f~bcNA0k}yzKgRkE#kCjX}zz78$>QFJYE_6nm#@clf%Ao<3=;D z({$rSa86j#L4;LvM_St2lG%Oz2f)Ku#0T)nzj|O0@+_BTLqp|Nufqb%VB%pwZ?Dz` z%)YT9TU*o#4c4&r4}?qdq;~MlFMui@b9}!% z^z8{LfCO5v-62bbyLX!afPD4Xu{xeOJDK21B?Yc{dfIeG{@Jr<=@!gPOv_sO+Wz-_ z#)(jGi2DdjT^?U^V5-n#=^j1S1l%6aX&5RScEx1AD+Py;uo;MxiTCpr-@i+LP-8%l z<1QdaK#_e%$pa64X#s_EBWNCVr_^>#4QQdZSXQ&&)^Npd}N zy(}b4_IPH_@BZ2xTVwx9Mqd0d_%Ax|ZFM&f57W&*Z3{i0i3sV%!~L;|`1koIX~>Wnd{6i@ni{{quJ5o=9aZ@v`kA(i zXQ#|xu@aKNR87`K%NIt=Z^4)_?%%&}GyLtMV>u1*BG-jo`Ku5L-ejsia34^D!=F|X z(Stv+*V)+{8be6YP!L`2czIPi90UH{IG9g0Tm1b=5Rw^wn?XNh?tmZ!;(^#;(tN#~ zM-%Ch>H1*%qJ4rO$=DaH`#sNAhfO-(@a!+7M{z&?`QC#FEzt@rOVIaJ6qxsr%1Ti% zKa5g_+rD5l%WATxXlO+cSbB;KDA>Q-- ziXnxX5Ff@n!FT|fMBWGWHC&(V1@&WyyGR`X5Ee{k9ZDhSD0AMS+-nHtG>z-?sH`-V z2td&-483e>e)-1PCd+Q3dLJTWbW&2-4b2Q=V7Y!S@3<{xeJ%h{mMr00{nZhezr?;u z0!l%3HLQE&WES{Ek?BOe+yXAs;jyu#biT(9$2$WL1)Ud&k$VnX=hwBgw2U4=tn09~ z>zDN^F5ZooyqNx7@|^MD{ro_jy-YcQ)9vhJFFH2XA3RgyRj72Rr)TB#&wL^~G9j*A zuzxt(Hw0jnDcf;5LDbOH(lQ8~dD8MMT$QS+rLET6zw-c$wBEh(L+BF8t9XV zeFnutn=CP!o&HwhGGVrBsxlGJ5$N<56N&>|xr5k1ai0st>3Ou5-?Nqq|qWj9U@l%<>C zkN89bTgaaLz|&m7!ZKa>`2iLm6Q%O@_C>DB^%p}JuykXgR#j+RHz%T~{A*tkbKx(q z-E?8LGKaVWFpCa0a_f&DFVfS~9gZNa{rYTGzvv}oMitt4{Io4o1~*4(RyXFV7&Tfx zuo!QOjSb{Ki~`U10Wx@(64#~Pi=XeM@;?B$k@g_&-TfC)XQEgrH#3?0-=66xCI`QL z(RNGV(W6H$7B-yh92@~kO%k_ZCX@*91W*o4$}dAv9;VmX3j*XYAOKTS-~U$M^5Kka zGv=n?c3m^Tr{J#5nL=Pof5L-%lXp~k40@lrS!&_fZH|V&@zS+|JxL*G&j2tABSkd` z$VJK^LRu*k6UGv|iE#=_2;nL*?s*qNsI7?PJ88zr=s2xHNYyoY-RD@CnJ+-xC_C95 zarj%cmzI-*pDrKOJYMDb3-bGaLDbm8zgC%jSNgNSWY_zCCklnfvZeN$g;f_617>#=6c-Wm+J<)z1%AxzS85_-sYj>$87 zpWmx|mj75o4ONv-kuq26|B#02*#rkGSYi3sIw|+qFXUXw)xXa3_c=FRBvU$8=V)1Z zIp2OvMSXq!16;U_^HryTPi7}mUf0PSy@VLieQvr7hUPt1D_2xevH3%R+-R%koejsJ z7Y&NrRmJrmG$_1Hz$WnZ>(_`BK(7lgpS>&dqs%5mq25)oqpmi%YpPTX-_3POA6Sll z{W{>Pyj8c_-{E3*xo`@!Kq-@cd$?*s3fuLD*Yp}{x#Sf6W7OTU*h;h^9IxAES#I4T z1+XBis!9mP0Rn=H7opP7u+*0gHY#5f#LSd7ms?gz73K4tT6VS%XUC}td(TOXx`ID8 zKi&gkIC2=UJy-eo$g;AsV5>`kL*G~_>gJb|1DD(kjIijA8LnzFmw%L8L?9{C`;z%+ zbU5A8mfvnXJVnGc?NK{Bt9`LmAFk6}hvY=HcPCXOI5Yvq3l^u2I3u^XYSpu9?|+S6 zx7Sgo4dY0L9S^}8^Z@sta^1WcsF8JB`8xPz)V{~j4UVBW%tZYC{W|*#M`a4MAvu0+ zvvcn}*XsVX#cu3P_)6oTFIy(CLFL`>t^VwM-g#SuR6)`%+Ks!;atsR#Ob0HH; zs?*HUQs_gU15BjypkiBQ^7w%Y~y*3fw1D{26ZFzKmKQ zv8$N^*dge#eH}sT038}W4(ONIP)<)za|6nTbeahc1j0cOTx``0pmi()ssPQ;swPdL zWD580wbTdVO)a<2mWBl97(x+o9jYdfSLv>&;(T+pV}w=I;AITpp1lZZ0<7WVo(uw( zd++c8T{E+=OvA&(As`6U$$q+Sy|Xq(9UUFLzuj{W4Ta^8=HuhzHkWA04UAfLGeX9K z=cS9J6T|g9dRct%@50WZb@e?dDfHV^5gQHN-T8G8LNYf#C07S0 z=&XR)03-res4E`9a)*$zPCv({yQ846I<%b7-ZtTT7SWX=@*jLYwW#MhhJNqfy+5K#QlPUse_@F^~@ge3g6 z-R~wzv*tOl$`TlN!(e1&1W`>hqyt1y4n(P4zq~`I#LMbmhXUz_*THN8d;(7T4)~36 z&%a_FZ~3yv=QFj~%wW?O(p-z{b6Xh^gG`iha0D~Ntl|A+CwCjZ?UKeik6E)p@lAgI z{*MFpuC75+AMU^tOIbZQI9T7@{IVwmOmjhLX};5bHXx|h_I7{O&ois^!NEB)5#xTA z@hh?(J{LukwRN`@?tN1m+g@UpaZxC7^V7%zFLxm(Ha21e9}5G1laP^V|8+XtT@CB# zP@%xbnkfkn$9MDeEE*&x(Tgq}psCB)-a?Az+BWyxtZ6<*%J9qlj*A8ZMsT6m(Q2un z;~$)NUYm-qC_7y?>Yh*)K%SAOtr-@D0k(=R)pr-^g9|3l~&ERSI?n-77bi8Bw*$JdzZ{oe!pE z%)?ZS=9`BT9aBUB#on7MzZ8DB!UeJmW9Kq1aW{t7d*Q%`&d%@M?L^c;%-60_+9eMa zTi*|-;Hm%Ug7AO`*ExEoel>ZjY3TXCTOEC6|4`rxwbgB~Kv+6_YJPmnu4GA|ko|@O zHxaJ_=^D7jUn`6u!L1%pm*AN_x{P4`{7)DNhsY*!YWapLs*Uxs#L-F-Kt>GU^rPRt z4TW6O{L!NikO;a#;Gn(=W~g_A@q&?|J2BLU>h&H4<(pmo^&`YON___4lf~9t=U}-L zEBKWsqy1mB*@2J1hLicM1;NH_Q|-hfQ#HHqFeXg(Y>54A>(N_M=*52{>XfdL1toXK zzFnxH=kWm#DQ8VIXSz1*jH;z>@c$)IP}~@jSr$=@;j0^#_u(^01 z{kRM(lg7h)i6lBs2;g@2O=Zx}{BEHql0Q&>8}ybuw!IUQ{_sdz5hgY^TyRkE1H+QN za|d;al$4s038ocWIjtnRJ7%k;L;X{tfX|4!UlvB!@y4qwB0HPi=U|rH+`@v23-d1& zh`{G}&_Tq@Q7+HJime`t@OnyyE|#+1COuW4sZc>7&L_=s7UH?pDWGm-6bW$zQKLaV zCl5CS@V-8mWOp8G3(@}<5c2gp|0PZ<&nz?bTjra%O}K&R<>lq;>+6|CC*XYH4?m-P z0qZ+XGq}KbN0@b;MVi*l&8V^c(d8`{U>Yv2+=vaPYJGj~`*0YS47D90G`nyTu|f=+ z`7Ac13#Cw$@!A_;Et#{hAmq)>K}Luqg|)S{!kF^;1L;uu*UV6P^7<8$T>Rfqi#Mb$ zoreDHccJD3A!qxSJdfwD4I*bVQ~GoX;uVnhR_A9Xs*=4n`9X9evmXy~i-_}TxlHf6 zBPlgC9_sN#wHR!2Jdy8774s}m5D%W-v=TjBwY?m7|7veH8T}|dZh5jm1M_0ysM_J) z-w6sKNWw$4mI>UJS}rFGKE$Grpu%I7x%0F;$t32{OD=jOF z={NjD39Q#p-m%#2S(_0KTKMv8kYZ_Rg778vDj?6uISrr+cpJof=hWNW96E~S?%M!z zBe%L0w2)v051=l2o^05@Uff>j`ARlkDe!R|(=deNIp7>f`-4(aXbTGqCm~-O6^E=K z$MAbUlHDkHKx!;{YKYr)<$jvKC!UwMIQniSC5s++EEnd(8Xqyl?eISx?j0J>(qv5* z_a3&XL(T$=!fW3%dH9S3@3bXq@`0F0zd5rZ%TR*kCpPlE<9B26Hm{0ef9 z1!v((klY|CINb0nY`1fyf0tv{nGvZApw=5{X}S3ebCGkqATxUPirC!Td=jXV79cyr zK${s(Cr0JDwk_&z`cR5|6u6s|(^e<8N9IhF#D-uzPHV+*|A|5gtR%(l8j za-ymDh;Qxan9KZ60uzL^_RlgO0z(CqSQZmEw~jJS8+CMaOwUeF0PfJ>V@ap90Qh#e z#ib}Cb1C~5^?FB4Rck9(U{Dcm7~Nue;hcB|u?goxCa0`!;-y3VoHflRe^eWbJcNao#{mpiaYOKP= zzsh^;Q5n=bfo!}jV02SfMr#>#Npe0Vv_pYphy>`&yHY^w8E%#tNnf^le!M;;Z2kEU ziHh|jAhqu+XU|b#DcVQMM0d0!=rny4B%hgJ9_tHFh6P>KwQ040@k8n9IVhUUppN~j z-TgjjysR~W4Yc%8X)aA)?tc z-^Ytfp-DaYj4kXg4B10#j*9Jd$fR^jZ1l{`8KD&A%>9{S&!>VGHl)3)hUwy;k)QdR z)-dYC6i75Ys^}0a1cLo1u+`bB*WU@)y&I|rD#krW;&spyU60P#Ec-8Fv$IP}#Fss9HU?|VOg)3D+)JpZfmk(F6{*O&@j zq;R~7cP_l!XT&7y^FXAEsi{j1rqcYKVAv7V0&n?hfxadtClA8JyYk-k@3?}BiVW2I zfA{nNN$=1(4_PZNSM@&A;m)#UzbI(a(&X%FscUHKiA0J(7`|g0HgvV3-l)!rrL9Eq zl+|mz(%tQNqlL#|S_Y}**S)~BcXn``z zSN=)@`0L$u^x8HSG_3&nO;~2z?aWamXqb9aMKs&k8L6p3^5om+{Y6wv%wc=smq%*R z(-D3S{co9d^LvdgEmt`?yY|amnDY>^QG!MLX8$CD@OwH4{kt=yy1O>OGDe~`m*Z#cah7un6N*WZMwU= zgAxY%G&5VG=v%ThKO=g?8GgXoC@9ZMdw2*7Kl^icA~@5XL~64ACM&n)syYtZC}l5I zYB*j{(eP>WJ(faA0`a1b#v^O~;Qt8*yY%e?u$ci*s-UcV%LmX6ItCX09esT&A^{Th zBF$WZ$v$oDSL-#yrneZs&{n_w8Qb*oEnh4r=GpvR-p*@KRDm6{FjU0qv9lD|*eLVg z0deiX06B05kX-%~b^~pVDzg$HiOyxu%WUpF%P@Ulfd*xj9h15@g9A0{r@1VJEG%(J zfDx!qKi%NqxP7A*XhDQ5>PQwM1y%|N53gak*gArh((=)x4RIYAnX?!}-AH-zzs+Br zKG|!rAyGG&aJO=UG~_K>;^WB;mU4s0#>Pf!qnjWjw2n89kj?IsO8@n~tc-$_lT)LG zk%?E&s$W*+)RqWW$z|PH-9+7nS<0)^^%{HhHAK*$cuRmte1FpAJ^>3;T63|7FXyz6 zlC*XNTHQD&l4!VDyUAYuCBauVx=z7K673v7yl>OvP+7`Ji{dUQ!WO3^kG#Sb`!`M6 ze2eP1G>s=O9wSs;c7G;<`0B(f>tiz+&%f>9dLrcZ*==Zj?! zE!MNA1>2&7tSh>aGk$Tsk?00e?S{&w-S`OEjAv=A@RjI3M7|gE69i786>b8mS6cfB4vrczMK`2zLw{sLmEA9&K1AkKLQ(J6;2b*S@)vY6-qo>7 z{FN^@VgM8e0Ijwm@xBa6BBCi%Ck3rpgGA)i%pWt9A0wmDo4q>}G_P?(Vo8P&A$b}L zqI+*=-<=uownRhS8y_O!A|QN`jGRw)etwynejsc0y}EZj*HX6x2gHOS&@r zApr3*qaVFvZ%Pkyy_#J>(`6;Xv48KvAyyd@J}i(bF<)9uB)RdAy&FGu`fHJ-$DR2S z8eJt*XeQ73*DcYOplt5^UaE{*sga1dDHKHb7{Kmt)m`?ox+bE3<4p&Zw2^K#QTE+eU}WK2`c)A(Rf1TBZQXA}J-3^S3^4fUQ``ONsdtZuq;4SRMlwzqOtI?1mZ zL^x;|1Ud`QHop1JPYX3Vl;2N&DrRwtNI;v+s`4^Bi0r=NrPycO4d3i2V?eH`+6U>) z?5?iO!D{q*f-2_c8vfI3%Thw)hMt$RiF(JS>VRPcU0vhH5s_NSw(JkV9Eg(r*R|mv zRvl-zNGEJ0FjK}+iTI#1BXaP^n3~Fo7p5cOLs|{^Jo!8@;#Ypu2Z7MbB#{vHQ{X*R zkO<@oqQV*%gIl%0+%NudN;smt>O{Q z=I+wfL6A$LCg&bUK|6)1L4HZW{nl$RuhJK={BPr&uEp)!OJl{acDdD&Dew{c`Bt~6Kgi)G)(-%HA*E?x z_jpX|1E?c`xcm9|HfRiAhT-MEU?_ZK5D?Y+?9JxZgWpcJ|5Y9TU$MpQ1->8c?dpbx z5%D*dYigALn+X2_-d&k1QDN&Oe0I>k_2LCOfE}Ru`iIsQ7efHF@GtNgxzCdA@9#4R z3s;P{kY2jP?YX=1pi4<6J|E=%sZT2laZ(MiL~CXDgWu9-SL<7KB@5|RINyL&>OyhF zsc+fz%nV>~%VUG=zIq`0vY0NZlV;kHRD%Yc$4r;pd1G$MGHni;9cI?n2m_^_1HU3X zvbD7}H9PAvHeY>qdi3U&CE@A*43YES@sqbRT5M!mY;k&E zSHE@bNx3>(974)DI`Yaz(p-GM8!-LnkGbf{cF%y<_-MJ)2BI$m@D8!ulJwIxCS{EY zCNBqn^bH2`sjF7I%n}@A04hP3xxF$(TII2W=rMo%_`wah5LFAQ%H;BL7>GtuwNOI~ z0}^W*c#wda8i~!#O%zI1Rn^|nF=l0%AuU54u1k7!ICF!uUS1|a!N|5bk~VB>z8jG; z0;eaft4qsRK+k5^q3<03^73H^ITbgrLQEU&8Kb`1;6<`H z5%cL~FcsqN#=aGPp~?|?9i;8)R3KJ_da3OCrRaXEz2z%xxu7G{JC;OwY$`H$5#7Fu z2DGjnZQ$v~d0;IQ&Zej7+j()MrBKVgJeq!IJ8p0N;WhU)5Y&uIF>{@tf^yCOS+2gqo0#CtD=+}Vp2V=({cEcnF}rh z(KSeWbF+<-oA~4zD832iz=Z?*5Yc`ywi7ZT-&Bs+*sGUf;HP~HL&xobggq74f< z;d_O=Jv$-_(?i%q%Z+-JdJcpBKK4b;OC*VrvoA9fg|yXPe*8wmyxLipg*V&03RU_t zfnMx%kA0v90_T4bpJN~^ECeDQofheq3t)Q|g@%vN#^H{R_2FG@@ct!GON+}{ATPu3 zH~X?x4y3jl^S_*Q6W{vZU7S~QdJ-sBj$c-#X&p|u*95(1-_$lz(U=Nv9^a2>eF*^= z*ius%Xg^Jdtm31Hjjws)oD^hhVI(HvNR13xP6v4ILw;rl*K~^ouxmc1$f~LbI(&x$ zT=Y~mEPEJe-Y$|}BH^P2TV;32`*^7)BSlt2pOA3wct$RcO$2{+E<#<*>sOe-7v?kz z;JsQyUoTq~oT`Zf9IPubn~xCq@-22?JkwFDj0@}8R0LZ{raNqvLVJjYr@}sH!08n1 zs?q&$xo@jQIo?l}-r&uX^PNb4Q!Y+M1_cYw5jxIbU-4mZBVWnXX{233Z3DEUL>QosM7=%coR{;iFL5o9|K~C-SWYd)z zEmOijm($DA4!?Z;p)8w`l#f?&)Zg{PdDHoYSQtKtLtvU;f{4)p(+Ij{wHk;wYH1nW zi&k&_H8fKGjDPNTxXSy_x8TTV8C~1VAyO%Z(z4%z)I}1XcL(Zu$F$8>$#^fg3#BLJ zXK$=)z@e|7A)}55-0+r+@d7k^4*F)a>Y5`f9q17no^tFMos|-?2pZB?3AePK8Jr{p zx5j)OeRa2eKxeu(k-dlqo=y7uZ%bbs0O3D>*R`;gEvW#D_mGXZG6Ibx8i88b>e}h@ zpl^o^q)a!jp{da7a{RKIR)(}mIU#h>l<6879u0nKS$-fd$C!Y~5-SWVwuKw-`*V(S zBE#c{;W4X!&NN`Vb{|)1H9v5+?>gH6WlL|VEN7^A8LO!-czy?H#sm;E znUDg}vpfe)b)#n)!ydZ2Yg~RyB540p#d3i6T`W)Us z)f#ixc6SpY9AU=2RG+?m5SbvFlbW;B?+zdd9(xI`8yva?lP~{%?z8&v>#>@F0X}re z7kSfa^Lbo;y`+{d@Lr!Q{F>zF8Us4~On!sI9eT4bTx4NO$|Kg{W_hAU-UocAI|s8H zXUE5zp1lj!VeN4(dFB6JzkFf8-}1P4_yG}=!YxC2 zEF@17b3;-LutWm!RoRXz9(`=;3-ZgmOnEI?n}ZFJ{4n1Xz{JFa>gRc{%NX>!Km$aigQ}40(Lk^5${)wUkv3zlgod@v`B3(# z5%xa`KN>+oC_4AU%`>p_Sw~F^+v&z|0-bx@8R7J4!j#HWL4j|gV9tC~d(Xp`)YS&+-rarXv^zjj|tgKw} zj!Z~MP@K^|$93-LNJD&6?Dk7RD1tz9ih`;tzwIpweE2N~y8f!}kkHUCx9CtH>$C3! z1TWKDso0$%Z8ONt0kk8a**cIk-IzsWurgPqHXUz4)c{m+ zbhj+KWS|ohgewIg*_u&o0KOlDk}BLgpfyFT+Q@U2ukvsyd!aXr6dqeyGtzdAR^aDi z`&Qp9*9nMSnTQrBAH}>o|J&Ra$@~9*UH}mY*aCP(B*sH2=Q4O^sFmD^neh3LWoYzD zFS}1EIRKFcEp2wMz8uy4Fcg;*6LSd#s^Qc|Mfjps3uGaX9}Lj;tgPL9#7$wpyP_v3 zA|lNao48Y4tbY^W^{bSW&LbT?)EZHH{fUWQnFI&kUQ5J9MyMI0)6=I43-spQD@rPl zZl49!!QJ%gps+B!GkbmF|K<3dvB%AGyzkUhU`qV|8Fd6@mKGb7!tvPRl$NevSR+zy z_&@Iu^noDdZg( zDlF1Kp{BG162B30VgU`u)Z`?h(1Y@FPS>0IdMSjk1?J1%#ii+^Vyv3JzP@G0>B-Tr z{D%^meOB-;3`A%eaq>y;6QFq+Il20wAxb(rItn32X5f&Q!?SX78hf)ee?iSvP)KO1 z`e;oWDbn+R2~hCcP|(oQ0?+(B!N}txA0MAfGon)!^Vs%N`XmJ<$tzq&qk|9M^&K2< zb^ogJbe*ZU0|Cwc#M!B(SMrgRK8So^1`SYqwH$5s{w;H1tnia^0`4b`8`Y%kAt^i%u#~4d8!uoK-@*lcQh!rE3N*LIVB4P|Xg3T2KhdRk>i0 zoQFZL%gh@{P9DIEI6^^M6q@^>G!!bPpu85GnSpmg)c5pg!s-~&h`On9=oQKc3JL}T zQ=XPpt&$CH{A%^V9JRyxq-1n_Jj+W$TDIYmr|e3~$`NMp!VV@d9vMf+!oecTsIt|P z5t&qR@9?OB-ris+HUW`+b9Zfw9p2n=6?QqaH&;4zfPf1c+c<6hg4dMZPC{zVQ{MZ0JIb0%2H^ox)`T) z4SKYpz=}v$(ESFhJWCxqKtCtJ7~3YJsv1cw72GX;qyj3n5Rk^qyg{S}&^yDodEfj5 zNMlx1aA%SL9-~#w+3xPHDQIV#dE_H$NKi<|A3$6jsLh!W2I}CMH{B9v2GFBNu~*m5 zRl`vME@Qq5{5!j;sVUWwa-jz#@zY47TJQe+YThHG9x4=?9f`kKL6gG^Dh&1V8~poEs6GixgP{ zG05%6kdP2bV9%j@YEb53gbTPxEELjvj(Qan^I~afN%-g^RCXT2`$ADVl#SHpjE^6 zU*vH)WkC1){FxQxMr`U|<`_Zafm%8lf9S&jf58TGp(_PWza4mp@Fx@1C))WA2Rs4- zrE+a{s~}ndnVJyNLkH3ulvT|`2mpC`c`nVTo~ga1-JBB7s(Aj-=1u#@;aqKOw1W01 z*jbr5IRT(j*2&cmoSZaQcT5o&OK4bTYtUMCw`({nZodT%J?vqaW6YQsT$uKZ*Ru~X?OOP+ugeaP@V+`@|W-QfKF?m=bl6asFrAfBa(sl^MsF7 zRaU<5SyY2iW_et**A`JdF+eplJzakmcNzw@3veIc@e%9wUgh>K+&A>e1!~1IBsX3=D<1ul!KiC8dNny!>2Sw&>#xiVB=M9 z4G!ZvkWXfPU$pn3jWAz0nH-{=r{|II5i{sR!6UltwmrwdUV7a{K+RtZ#jd)#y8p{~ zn&G)Z&r=x}Gq?TZ9U6FIPo6w!j(R8NX?ncB(LCVb_;+u=z*vtM8c)^8es*8lfN=NIXg&Kbd-8`C^^-Z!KNh zjz6*Y#7SVJWJ;ej5YM(UTCTaIz;80s9D!b|O%J6fso>%EI&hXQQ;Ul?fc*kF_IuC} z=5JAfT7npkBL(iM9vW9cZmj1kE6^ytGGk)9A z>wty=G_o$!3Oi?R(P=G%4wMX>IVp@B%HsOa7X4G#CSbC<;KCWFz$oioX_f%u-yO*7 zpGXqv&zsWz^Qx==V21w%>HG%-AXw&qct@7bYP38Z5d&6fP->V+1Ue`gVoB{ZY&*1FyEJ%ZPxp%i6RW%8tqU;H1e03RoM2$!>2NT>zYxp7vjbna9K|#o zm2He2U4Gabfyw@Gw6(Nxv@|myaW=AdFtf2{Vc=r;N=IVq=xFP}&B$o=|NQ|58+#MR z8Qe2c;3n|4-!vV-z)*jDe839@3e3R3!N4R%g;ZSA{-(RQV(#4y2-NT`-DLb0gdioo zAtU@lLq-;2AXG^rRTbW*b6aq)RjyZ|o)=IULMDYyO-4eZ>W=7#2`BlD5o8#5dj0%U z3GN?K_#&pvgOmZbl$3kRPtF}4>*rh&Xkv<@;{RRy+`?0{;Di6WW;v=mWB$9E&VEBj zMf`h>ItA0&8vb{c^BDS(|93g8ks=b{{(GgIplELX?;biXgAfw`yLq$7+$=aNG)izl zI1c0X@o^XloGju0?kasHsCY zH#f~Ennti-=4eIo_PEBz3&MwfJTD{r8v2NdFOnj+!$4qupTbc{`_` z;QhW6EwJzN{!DzmKlbze?e*~1T|5#maLBOuDuY(7bTbe~Z}YTaWB+2S$MIx7QZZK? z*tIDId6EAXK0lB&B!`N9SlGYwc&-Fjz?+xE$Oc&GWIhje#`Xs?Fqi;vA0MAY2HoM; z`wjggucy0H>GSor$Ey)Wa5HAtZ{OhL1zuSz+MmoL4TdHr2G-UH1G-3}&42$J9A>1m z`>!oSyqpK)>E!hEkul^FiC$xCYw7J?&($vH>rxd}8gvBQj)mQ92!Z~SQ;_l(c$dxl0vKN?mnoRB+Vi9LN=T0EA}KYg-~ zoErIvtyNPE2JG0TLn!Cmx+0O7B5)2-tT~H{wxF)>R6Mb8ZTbQ4S_ohE$QQvlSEs13Nl80`@7o-W|KC9S}w=6j=C zk@a`XP;tllnL5lqxd#eM+g~*p8d>EvHvXtCk`mIqTclXVGX$Op>5&~+Dn?m(kfQj= zxy4e)f}k6>2V-b16o8P{-7OqN#5X*ZD*-;F;dyhY$e`2cO9IDxzv|HX{`UOxbW)MV zY3CnIx)h<9%H4m4@cu0){68U{RSZ7b~mZeYOH|z+4};f;F2RsTn(7n8kBrC^KCBTU&Wy zknwu+WkHiijz$Z;0|Rjh395JR_iHZ1DJdyH(!G-a;RtMGjoC~-ZNvaj29N_t;0~8P z6dXArXO?&!w=(M5gTwj#ySq&hB26xD+w#_bs_0aoelf8%EbnikBlkPwc09KKL8oa{y~n+gtAj?32sDtag8f}u@}vIr|Fef_w~)s7 z>-k9YVp6v8Xg0(dc44mg@Gis5)zzPAazwuGTkVpw6ZwhO@6iLRIGDRvl=Y zd$s8igR`z;W5t`;?a~yBlkG8;W+FR01&}rs=Rqgr=jCjKCkNfqODThX{Hh8@MC0UdMCTWU;F#*0ms)Is;j4C49oB# z!4jp)hb<7?y+ihQbp&W_MzBpg6P`4W!S=GmsQ=wPKa$p8Ewsn9$Gxg@eu1MFRpQGx zu^jspSIC;vOoe#lcEYUli2SJiV$Zt)O|^4@U}0ZI%G*Ec_>2+3(_dc_!F*Tft!$5o zXL}WgXJP-h82(Cr_35y-R{Uw*FrPT>VG7W{@u9%tNJrbeb5PC6;!mh*)HBA|a1i_$ zua{3bcaPHMep2?N318L!(;<{3RAx)aFhSF*_wU&(lRi~<57y~ej{+f~-z+vKIQC|U zD%Z1Z+Zlu-^Z}rJrSwfi}cKqO?`ySTy=R3zQd?f{UH}r?MgWYmo zSZ8!yN*i9v+N8cQr=X9=rE&p9ZSdiW%FSZi)Y^+nbzP3C&1n%fAwWq|ljp!g1= z@6>1Q^D12%qirrOE&?9s2!Z#Pnj6ZFRh8uFP@#bz@*Tskjdc1v#c0{C_0p}L!% zsied(j$fVBLz|qv`?uG{h&fdD+r98$&5lRYwOxPGe|6w|ihi}?ck z+4DQ3OU4Sazu;!ed#|fbH2H@A@CI(C1b6o2a9me~`UfnVfv_d~6wxgf$+sf9^){Q2 zQUI~+e3pe)X#%P=!dW=h!ts*)q6&G_O&UYi6@uwU@e}vbxwdal=EXnzkAP9v=t}Uu+#Y(=SqMjmOhHl8hfKEH$*fALDHYn2fnYx{Z9oVvE zjXtGT=C|}#cIS0vcV+GH{wM@KCvq{3UW^rl4=90D+ujRMP!-x$|Ll_=syy(|LnkyS z&-9zQ{BGdSp2w9>S^j{!DcJs5n6@4CNWT7S)Qk4AvIL4;MnCblkwflMO=MJP_~e@B z1z(?SrFd`~ZkR6-aTow}8m(56=kYk@bRk2E#w)e9p^izUec4? zmWRP8Vl$WEbX9I}=Ft4n&ccLQHq)O^#c2WDqV%ASpt&JVz6??~+WlXWqBT=7)>^G~ zQN(s|RTcG6ixBSm3s;EOE>``6J$t-dZB^`U{ovB}?^-J=Di+Sk?&1z{B0uj-{TEja zZP(Y?hV6QF(f9Xs-E&$I%F#rPNM4_2igXkZTm@#)t%lUhm4A#;k^LN39EFF0iu`o1 zm~HRo4oUX!Li{3uYusQkvI~nc{4QxmH1-Y^=v!Y~Vn<(6q;sRBmNTi*A-;1Ww7F=> zo|Bskez;s`F#|;!R=M>B?R0Vr#Z;i$Y`ZY%)P&j9=TUEcqXvyQ4qVoiXZ6fGAt$$K z+VJ9;e55);Ht@)j0oNf)ioyhy-n*uGYgREsZTcKQtRJ>dW5c3x|iB z#{`)cj&T+OT<1yEd+uS@tn0Lcut!?U1G}bY4wX_PPhe?<@GQe2GR2(QvPHLjkwTS%mNu z6yw6ae^|f41bZa02wU0&^VLJF7jJ_HHK9FYmaWUc!4fLdS(3PB;|5VsyNh64ALTOP zZdoX~jV?sU=IRXU#z0G!qgh5MsjldDWQ(gY{bJM8Wc))#rP*8o_E-qYK}RpL z!oe9u1Wje}G%#5P=Y)|+Y{dG;gdG$b8Va6T>25wSpzs?Z;|J4b3a}Ii%!s4BwXOon z&h)wR?nwS}!5iVk-(OY`d`~9PbZk(ps~-r&)T$HHdK(3hp=^l>gARJ(pb}o{S2P9% z%z%^#Td73D9H+6w75j{u$L7QdW_nU7o2OuE>uilUYa@`B$RAEaK>-6A3rb4D5fT!L zBo^GqUF48(=Y1kq;P~;LK0?L1lH7a)M($E(XgE!(Ky&GF#1|nkOXA;d17@9@%CKTM zMn|?&lAFBqg{A5~KB^G~J~7yho%!D~o=uge(uk5IReJsYt@nrZ6USAxH)mB--Lf^! zMt&@`9CgxNyV(s#ztYdD9vJjoQUjHpa(!fMP(aEE3VQpFIz_)VZ0CK`0(I0SRB(tg zhdytAAV*3vQ{R5<<(#7B7h{8sl~T?*LBIoFn1|`vRUK`*xc0K9Wo%^%7J*Z;^j1Cv2zgm zXnE-g3K;lJwOYuu2zPDFp7wo~xn*!%s6mog(YYDL8N*MTwVgl0z)syjaCn!jmnHp=YIwJjwko>A_=9#wVh?Jaf0vy${^ zZ#J;RDJ1VO0Q}%gVt;2L`qqTj=4yjL z@$YBb&!vT)X%{KWxPfuSQ#;kh*fC!ZKJPd3LPh5E$`Fu&LP78!OWuSs8PuG6vWrai znLWd1T0@0jj*74LJI+_i&*qMiBvg}0PORmbR>jr)oCYJu0S*9O0PF7Vwso-Ror1`L z!`Fui#_G258(hJ+IW=Fz&m4P}cDZ^x3vASmFy(O;Ua`Wvv!s=BLFSJJdZ6V8ZK2qd zhtKt;+n-qMT$W^3M?V5?)XD$ZDmx2}sc-jtu^4gclQ`P1D>^xPPfmBQ*YQ8*q3ID~ zin|Y&JAxRN@_jEbm)b%_F~i*;A?$5ObN&hX`nc&@Mb6c8xDbR`kpA^itd9d zhC*Ka4$rn#8OylQUio3;?fsCC6SW*;wtf8YSxQ$M8UGU+q3ps-MJcgdnI~tS_|8)i z@HnEh|3AF2-knIcc$0eL+R3uHR(?5O?!UWAMx#4;xr`(J5f<6Il0I~pQT%3rhoiALRe$7LxE3Va%(LY!UXqBvCb(kT~jq)p^6w2*#xWd<9JQf09kIR{?yEdIoE@#4!KMPq=0CsdW=HDF+ zI>{mdTHn8J#t6;}8c>3(6c`z@W@PonIS zsF80Bm+&We@ZeGPO;@7zaQtSw2m6CLhy33gCdm++^uJ6W=Uona7l>5<%m+qdK)GeF|mY!;g04C#8Lq&!@f1NA3xY8PT)VIj%a z*SC77VZ%FDx5XI=m-)}I1(Z;sZDdD>54kuU`OFJC=HA#l!hN2>7>#x8XU8of!7(pR zBXa!X9~7$6cynmP#PW7_U)|d>Dl5hDB7t}rl!j_hV|wW8*Q`PCetCw__Fn892~Nxv z?A@EUTkLxSYeYioc5?le+eelXDsQj~LKrmOPL!#6iqxdTPNdiF2Z~z>n++B=_H@21 zzOb{0&Y97?xusZN@4&3$40fgWJ=XG`M9LmF&e(7CUk1n7$dv6x$#~NlB;H5;NlL&ev#H_ai$+hr0?0X zW%}L;78_TR@#m!rmU#2*OwSphbJq*NaZ~bpy&ONo0lgN!gTW5svl4OCmm)BUskt`6 zyu58=2Rt>4v1Sr=F==WH4$xQ{7r9Ysv-7D|u7&6&o(F-IJF+DOTnjGunv>OiGYra? z{j2qE0aup^vKw}cW(Gb5nDyxIIFn8{{nuyxASCOsmR^~^<$W&39BJGfS6Rv_?s=N< zX?@{1Ebcd^{{F@57N;8>0;qg9XlpGlCWF68OSS3{^!4@kCo=W-*ecrY@L&S6|5Bx2 zlaV{L<)TdPtV%C;vz5v>-f{G6<=8LeTsgqR;5n(Q73oZw<@vlX9QT+}Ypa-yr*)av zZSU==o?2|={pAD=wO!v|saq1d6Q-{rnXvl`LpS(L8}@HEMhItQc0@Kfj}MIK_%>U4 zu*O9D=>p6E&pN83paQ#`W#BVIY~3H=K-v!5P_9mSaL-zTOY7|wt+!n2t~Hx6cS_eP z%a@2I>h0@Ob&FCf=^Gm>1GrU(+)Zx_e5g8zkwAzrd1H>Jr@R#vwzJ?JB>{4LDHhJL zHq`OFHXHM1EM^-CUZ2d7AI~XT2m~dPsT|OgHWUxy^Jh=)WPBUFKc%s+w#Vg7jYfrW z(S9jUXoj#OAAiSbB|cuH%1B~nxlH{ysPsKEe~EEpfh=Y8v<$g@N3Cls+jJu#xna3vyV{3iU=TctF za`&5n46)iH#Ye84Yf}@<<)BQYGXPuE-F#xXEM#|G$Dsy=R*n9h1TQ z?-B*VeF6LN@-h>L0{kK}Hh_55`SkUf=-Rm# zlBwK-7Gllf>p1B-#LI2be@WMvivl*v&J*qZjDK(Wj=DC^Q)!Cnx_-r+Glr2@fW0xm zojc3niArLjR%J*L)z&M+TUuvH(LQd94PgRgnNFjvUy*Ww-eucIgPE%J=AQ-vjR0j- z4k*n)-QszCeEhpq6C6dz!)`ptT=#vUT-S2B7QUp;3~zkMSGc76G?5())3VJsS7X?` zcenRDlRhZr-W<;S%QBM-n2gDFx%*olZkoj z)-s@&|CSzV#B%8**>eDH(OK58uC<4_ba%Q!`|@s*>D3Q>=HV2FW?^9h{H#{$w`@5> zqN5MWTh5BBVwCc|r#3JJx6Uvvar-bW<+t(Qo#=S0eix+|TzOU;;9IT%N)o2k4H_tz znjL2$_O!YfXh4EVsH&EbH0W?m>zqy;=2k~~9UL4+5Qu<|Oefa@`)`B<=2l|V+pp(2 zGDwUDXajFZA@~Lk?}3lw?72bY!O|yy2Su7MMMr!>n6y@8vgpFC6pyrB2XFOB439uy|Nl zmF=gL&wwJKqbn5;L@f$3P$Q1 zF2wzco6yYTujL0|uSuw5e8*RNma2cO(+pWIk^KO?hnE%-0%ts)COHsAXvazL@_3L* zr&;~0w6ruI$c?6-x^VMX-Iqze~%i+d#h zzTJu$TgyTUa(zeAS^x=AZ}R1lFS8?S&mB|M>;9m)17HgW)Rj#m?v=9+!gU-oRW-+i ze1?-y#R7}nwkU;6vaehL`Ij$&ZrA%&KJRbXEJ&B`f@s4MoS4L8hRzo=U@!J}II#%F z9Rez%zy48)jg3ynh0rz9tb%u|w7QJGbp;K0<>Y}ZevW_S2T zU(FF@xcF#ubXj)pS8k_m_?H*d)gaK;8{RRHiz)PXikNbP2cV;$$wp}Y;vo#lc&e~t zY-9~W6r`Z*8yfsjqOcjz{d3-acp`NO=Pw9kUkaB41rX4E#x+%TJL15J9@I5iDXyMk z&)QYa>2wcG;+l!^3i3`BFd7p&o9-D`^oQGb_XVp{o0 z0d}&zfS#o7)HB+wl-kFoYl{L^nTPX(Be|rlKhKgvmB4_oBrDZ|@+Y7%l$=t>&5bX# zOh7XI{MM3cLcIO{>yV9v3U5urle8toB+0WE1ghULfN=N*M|5gJMy1jijnb1R-*ZP# zyP7ElXlfySU(!P}|N7-8tfoAOi(qq(Aw>#z1qiMGJzMdU2VQ2rXsB}WK|)gez#W|% zkRtiLo|u02BWcx{2QFC}&lRhd>NLgXOa_+`#YhlxK%pB0s*@#JkX)y>dd$jvgoz8{(w8Sx%|9Hk+~WLw~=z?QR*lhNGb` z7YVQ<{IvSrBHTF!C@VwSgs>>+1=j5k{8P|*AfWi8$3V-mj?umZ8S)@7p<#sLhq)RIRrFkAwuE z1?ccT;i}AdF@WJv^#J16%~yLv|gsj>^E9F0zJ1B_rxOGwLd1nj0y@Vk1)2^FSMO4xN2QkJ1* zKI@t0)sXni{+=`#jzY)HruV8RlzrP>RDw#h(~Up6YC+3}kvS%&KzrfNgwU`B zfG}|hY)*P8AjEd1evNC}Q7=SJ!XqFUJl!1KoNo~OiUgy4wOQu{6xGSz7~PJ>8${8g zydK5xdv-gbDhOB}%J)|;#~ZiJaz&k7iOzUJCB2GUX}|QG< z%B{#CDZhcvC8~7DDRI|rC!2r#bAI#&QS(PfZ~-h9$B@k5RWWvq5ui@>*)>g?<+Zi{ ziqa}Go-I`5eYxlXQalcT5dfHf0H8$WQmTnSTw+9)(x$g|;fhz z85{i6P_zVb;M_f=|Ig3MWO>0UPR7gkWyfUS+X|+aKe)kQ<&c@eN6Xl<_#Ca25~PKA z6j4enRk?#f+`U*G1%@nDGF(9LWXB_sP5 zC-emneU0sw@bvU_DtjeGuel5Bw}cdB9AefoU4UgfoA?|kSG420Z|D5ad0_(^D;~1d zid0P;vy;;PzPb3$G=1^*wgV?Y-A1tr{FfefkYwf;AY)`?kQ8c;i>9+vQE$v5gB_4% zs-0;qT_xQ;XH?++svT%p^u(^24C=lTxDfyLt{8tM7Ta6Gb;=_85NHa`_KUDXfXsHn z8te70PSMzBHuRh6o}$8(fxjvuah#@SUyrbQ6qYEM`Re`Rde(BzpO&5uoKPlR{?LDy z>q?ed&DgMUp(!ZnR|j6w;cvaqr9tmpQJ<61|3Pkh-H3UgJGqlPVpny{z9FE)xw1eNo?F1+UZhQCa8q%y$;wQhDD&A-IfnAy|9o9u)v5J8vX-Ve(1I9Kk#;3T-?lTHXGi`grWVWCj+rn7|?S> zxOa50&k_P+Alla5^{bs~%O?>2NWKH;*eX)V&w>4v0D+O7vy&i6eecnqB#Y7P!K5?* zRU+^Ax(+D3v&qr^VQ#b{ZwYkCr-i<&7(f~iZC3dza&#He(6w}uYETCMj8Xk~w{qa> z9KIW)>`dfWKSvdBjps>pGEL%;VY!r$94awrY>+Y>13m84pC^2<6EYkaRRoPd2;jD} zj(6|=Nc>>&TvEV()Z}nrf3ewxpTo7;tJlRlNeQL+%fy?r`;qQvTg8^QHWd}rUlYXS zQx-(uiYV{ExgTYj&-&AIi-+{D$a+?w;@T~J-H3hwQ15?dX2*-{9gxo1Ghb1*!ws~I zl7s!;|GS<|do$X{HxEqf)}KhZoO(Xhmc7l_hu%FU$wwe?82s0LchQdQ-x2Tp;!6<9MMF4$!r$b0O6xirsn;8%8|&ZF9#6s z%E1d+aQ>Y_qQ(B!T-+Y!k&^=~MR!P=mfRgctMf4%wR!7Tfc)D|mUD zX%5aq(neupC2CoTPqxR*s;!ob`MF23{Zms@oCGKkkdT+RW!|D){^^$?WUJFtnYIE8 zB^$hUs08}paJC*j_~DHESl2JD?>lv}9=6rKe4G$Tg+)}g<{yD{dZ2S|f&Jzcn!>sG zQJH4pG&gk)fc)l5f=g!&uMVJx)AdvAHVk>RBj1l~$G`VMS++YAh+;7ln>l}qMHc@_-m z5!Y8&!|q&8XRA%i4mjsho#r@482e%s>}<)kUfDH>CfwDN0GH08RXBNhef@K})@;@DdJKpk zfT>GnF_BBz*mD14Vj;gy%-E**b`V|jqPV?K$fyGgo$a`=IaqU%C_KDP$6Xa7EPWgK zXznkZo#o{rS^MYYpDra`0fM?^jL3deu-vcpY8GrbehycESf9vPSur^{8fYe1{srTo zgjpULoh%TdH*sxa!$ynO8$Gke;q9>8i!)sVFyo_@vo3`9spybk9Pn_Cl z$9f4r5~B=AYvkcQVah^iM8X8AKENjD_P1)_;_50VE6ex1{WjG);ha}IJRJqR94WGNy#TV4*d~CB7@|dFBKU-KdKg_SMqT}V zXw2d*dR)@k(wvRROHVNSzQ@Z_`=;&X#EH+L+sJtPNZ0O6DIhaAV$|p(mFZB6F++uh!r^*Zjn`^pNetMy|(^#l|b1xbfK^I^J0oplp4 zRD4=H?A2`LkR|5_%Gwb=1u;#BN-TEw?)SHYtDJyr3-kNeI63e(Dm4iU+R2ksrmU+# zg_6nO#Z^~Vudb=lY<2y*Qg79ACeBxwfUwWI7$@jL2(Kxg@m%#LGvJ@o`j{zS8zdy> z^;Ij9j;m=m^;~y;PQzDNUeYtUgc@g|B_3t1RQHRj!{>TUa|Y{;c0M^d)%zOF{~);< zk=*JOTjdjo`)}os`kTf9Ot|)<_U<LtD!|J(IE*a)TkU6@aU=x1BYEe z$ajceNJ`;|BfrKMs5O&8kBv~2l$2-f&(>#62SjOUY2RdJjow}!|E{&%H{;z-epyUM zrTF$1#aQ20bt!7zwzl#?=4M3)UoNjOt&EKd@V}>?Ytz_99Z2^7I1wYi^B;aya`*BO z>@*+iG8ihp#53};O*LIKR#N%|SWhFxmG3-hfA$Qq#@dHnPFpnI=l?#oF(37}I+u(N z?tp#@GIMm<6=v9&$n3&c$%}Pz8u)4|9Gnw=)qQ;y;toR6GpArrr~Zl|f9$(5$R24; zQICUH6|d4fq$2=CS-w^+0yHYD+Z6XX?XqF(uMRu%qCV(WXZDo0XRV;gqtzys8so7X zz?HFh>g@gg>eBwWk8kf#u_iyQlRU}NXlXq4H(`J?PE8;Zbq?G;OVU108Qke2`xFJE#JB1Se-=O|Dl31 zdJTz|9_tMQ(r2Nc0|Uo$Nw_=t>pud|1lvyakzTpvhy*DmvF0*;1{}(ULwzxAX}@ol z9`Jq0>lP;setlS_<0xdeqj=5)%hUiab8xlEfy;h((23=Et8R+$^W->)EIfUngYTQ( zRGs?oP-k?jLVSQKqL}OYdHh@z%Dztkau~a37&HH4hSaJ0v^Dz!Kr&$ncpIjc4J#vf z@@ndQbu8@RGewV_7V$=^cB-+SXi@Ph)obfa{o4@`7>wSRFpO3&_>qLaHUSyR8%;KZ zb{*A4RAFI4JLpnSjHT+GEj5%;uT|s3qO_>!AHG}6A$h(?dOkvlAEfiOwcG3>AN3cjRtglUzlEn1ZV!a;v@x9{l+b2A$l3sC0ssT~ z_bQDKNkZW5fjltqR^50_r7#|$J#97)Xv!IOF)wdWB`Wm;jx=g{0OuK8lfZyf0H+_k zq=;gu6#GAxo0eyFk6wWEERU52`KL+60P8XlKhmPz_^490&?mQQ$gyhqwEDwf5*9Xj za{DV#l@HnT%(+N$2hvMxXG=%cMK73eKIwCKi>&{=*9oSJ6K1N_Xxg=np2jV$|y1)2422a`%zW@B+f3Or!$sYy=|lz_OjiqwPg-t&>gol3Gae zHKLGN%_Z$a%4`mSo)x(8z{p6r1hH2<;K|NWpyC8t0*C!kQVNRvB9Rv3)*C!*nI`yj ztuFm4P0tsPwamCIl`Q%rISWY!!L1zen1fAdA_>vmaB_VetvVb3N(91cNHBHzX zB1WT`sr{%8YE)QK{k4QW$95%;hJ%!%uHxUTa7g#dzmVKQzg(&R){0;H8yF>={e3b^ zi1)G=1JE=SRaAPT1>Ocz*({h+j!n*#l&8K9M*3{bAp1V@e0sRmIGwrAYm79F6t3vc zFcQX~aoQqGT_jWw&N!7^;YxHX9lvKdHUEnyim>{Jh+kC}hjC={^G|dODm4{hxBl$* z$o{6LXWuKcgCv70jp1Hnd=Q6?@zHeNXCxS2 zUS8MT7>UoUrV0rQoDt&F0uR5hG0yuOk1-L{)gjislGryGMbsm~b@Giq>I-)^8fF9n zVc&2S?W5=7f#c0t$k-3z(P!lM*`){EcFM8j@e-3b+{$y-4OZoB48Y5dA3&1ya4^0HR2^A@rMj>6+6qgR{YgIj{YBwH+-nkBf4aR?s7Mm*OFSLn`cU+0CLlJ$ zdlnM=sMqqt8l=cdX^5k0l&So)`mH$(nCE0FRR=d`cQ!JH9Amb(MWKX3gC)*s+kN&& zaZA-`Gcq!u)T{Q;KU9iXbbOYe+A{C1vU6cOh6k6R^_g<6w-GmwQ}&>j2mUQHl)qY( zI?sI3(=!sONN38C7saIeP$Hozjc|b_FdY_57zG6dAN0Z9-zCU@Td5E3c3I_ApJuT> z@`0y6_IiwC({|JO`LuSWl4#=jOw4q1=!97|{ADGfDAp5{9tSNpmywHxiDbi7?Tgu{=ZKcTs5jLHMpu0Qw`1ts$&--fx zJ_kx!{S{Ii8(;cvK_;o&eB7dvvLY-jMzt+?+1oWWjlSDWPvnQIyV!84&r+O-cZ5%3 zdoj(ZQ&F}qh6D}?g=n;TYDB|!1j7CCzMDY{{rbI=<5ukDD)F~gvJQn~yX;W+^yn`+ z5W7|K*Pk$L?za%%0oMebMrD>97Ty?mp73V)v&UrrN=kgILB`7)Q$07U873wK(a$`( z04@gkPdv^s95PDS2OsR>fmH2udHs3<=83J!r(4|TCjaBgdE>&&z*@C0Z6lrWjd#{Woj@|Kg!1+x%)k)=ALQ>KIpyQ3~kAbRI zPDMpUnJnh%xE&7_9+#bYxHjm?x9+}TzFY1+{LM{YvhX2%~rLCBGqr;%dKOJPdBx^98Ij@twQ_XCxzUl4QK zj>9m8&<=@bGxHkgjfM)p+#vrA7pW!Re-D*k9(mYjASt_mU`%p#Oa)C&nb$=S@+3;e zQEY8*3mY3#gk#ei0L{W;iQD=ZmWv4+B5^Z3!1%SnFTGfZtjP>4E4ZY!NN2kDeTtc7 zABvWnx0N$Y|E@h<&pq%N9UUCvkNK5vaSPr;o=R)`09#1TH#td|0%ku9Lc++NEfPQp z*`TS0l6KDQ`RHnofvz?~mC<>Z=NlIko_gcn`|+1ICFlNpd(&~1e!@g!U#@#sC{;m| z*0XR?oFg%D1O7X6m@Kv69z*iy6;p)wSkbhTkmi(7z&W*8^>Z|xCkZ%8a@9(3d7SA` zc`v{i7!pj9WD4XR-riupy&nkJeU9XGIuT!F?AYXZhQ^$W82;VFZ)WcYsgx&VZf?F* zWwB6BGqF}(R_EGC87v^ygXb+5DR3)QOdI$^m4$Q*W2{Hc@w7KZij=UggmQK z)F&urEaX|=!#chdH$BluuY4F{ z)+W~D>W%vlh(25mCOKiF=e^pFV}6179yL~S(>h(WU6&%Mx&g@%9**%9q>K*5Ms(Iz z{_r+O5sV*J>e(Uho-t=^6K4M>-y5t)4|2iRBJ5d7E`PUb``V1RRvJ$`=hPAPc>eYB zGjWuIx;{hNu<=|6>h*JXTpc!7Jpl%;L-dcZp_tKLRL9QOME1HfPaWVe9ZsOtY;$Kb zu4%ITZC#<)MzeP3fQc3JHZ_peVnUXWL8;K#h<0%&V0ztS?-)}Z`XHXC2}h71B_=2+ zxU{vS?DTv&A@H8IV%-v%q~{(AK<#ypb3XUGze7p--b*3q8=O!ltgVFWVLh)rm)_56 zwScHqv-G$Th~$1AxnFcB8l~S?Ftb*{;~+7<7yMO#iPeybM0iWDby}~7;~8-pVSD)3 zxC;&_dUERIRwj)z1|EYVYv$;iq~wqFR=2+!9UXmL(sl zYjuq%apLeA4l-GvE=Fwkj2&#YueKL$%dJypfs%rQ)f57;SRGcir=vNfRxhR+@7tru zVxv-oTF?#!u;%eC+Ai_KVYq(4oD)NQ?ejTseC91Mu4INx85D^4(u$CmT>4ph5QjN* zav(hMDl%3<0wYA1Mo zSpW+H7D~$UR*n)g{bCXyz}GiBP`$3+E{Z;I@g-@aX6%)dS6L3Tey`{cpIRzl(MNjs zPxz^BFAdWE!-)6ZPkSosS;J4x_m0GvZl)(Jfd&PbfrbIq(QKuj9x!`F;&W76E-@no zHLFsvVNFCvd>4fkC^{H&2_B?lT6iKV5AauXKSDz+D}>Cm@-MKb$VS8Rbh@D}y=zXX zCMP4SL~uq(%PakEw71Qzizbyvq*$w@;@K{KPrs5=%;Beed#7TC-6RWQZ*0*&`teos zly2#Z>cQCO>GI=GN8u8AeyIuubnSOUtYA&zh!vi9pC(?sG4tSxe|wwq$aXq?W3m?m0uUWw>L@DZbpg0( zOiUGi>5pN`e`hIy@fXUnRO}UE&kOLgvoj-!Z-c5Z%R?%mN@$-?Pr6bwPM2nB{o&s- z3ZWK3Cc80l2cK)-S;OO4zAhJgiyUpv`Mo2(qL!TNj2%`^!NDmwexA5#xEy=>b@QS; zCij10uy{04q*NXmDXAa8$=U+t4x8mzC>!nJ@7r1J?OdEW)7O({5e@T4NnJod`%I1- zRYnaB$Ni-ohTa8NB33E6yLeI6DXgqiXO#lCnf7`M&VTz;uH9ID(eX@x1Kax;P=P9V z<7MinglSO$B^6KOkqiaa(iI*p`+5ycO(1{KAUwT*-zWND-b%y-I?u<%k&mc5&j!u9 zA#h%EH3TK56&Zf_&C|*l7{WCKd|eZMkg#A!UOxb_4hkAtw<&*3Zv1NRp9ox$uJeun zrO<_+%4W|i+&V!>MRU!}3mmcxw!kZn^@d^`E!WZJibom%=jZO;-sOzEz}yPn|9Ql| zNl6tqcx((hx;Pli4Y0qgRglZq-Sz0^?dntoau_HdHgTlhZ!^Xk6fYNGoZ*fSaQKWa zUs^QPtffzb6sNxO&TRB>T$3{+4Y(c2FhkyD8ZY(zrNH?RtASx!=KrTy{VBKV3Z-=n znIqkh+j*{-)0RK!-aEYfmd}x}ZLznED((ml`RY-M7}J9e8eJX!tuL189CoXlRbZEI!yL zXQ{|nB4UCdDa}6V^D1JJN1MsU&a!iThtWI>0j_siK^$jDa#-oP|A|MzOVNvYJ`+q zsCRom;=U*832*(?xh4)9MHY%fOdGkpxF8`T%PF0`vWI|x_$Du3aZv}@kRc$7*|*H< zw19DN8Up59iQjTPpi_U&)eiD^^NlbjN@N&NdIf{wq=`N&i+uXQH}5(Abf$ZzH?G6X zQv8l6_*2Sngr?#0+cB4no-A*Y?(67!5lxepzoGyY8t{@DEmr=Z!bAXuS5kOf7)&Pg zRxI=TbJ8mi-`hHP{J}O(rFRE9EI4p=(4c^sUPJ_`7i{y|J}IK1j_}cK8SjY4s`;-8 z&TQk@2$e+yA;vt3e`sqO>(V7vGl|kxd53&Kj!GMVW(YHik{53;-;p>MFMKWyY zM^D;vI0&G>W9ry3OpJ`G42M3|+iXNpg*hJ2hNiHXOqZ`E>|01Eq947#aU7hr!_HLg zP~Et{Y`Diw5+~-iNX?avMoQOUZ~_WEP?0b`Yq%ja0L~iAwdT6+g|~+t)TjFnW+S?p z#zR%9e3<9z78}eBNBEzjP(-u)6p8x)(I~dPAE$c+6SKj zYT|oX7x@mkC(AlH`MqEbIyW$4O)3(^WVOud>FG&DM`!qWwO6X$fKtO23$)O=!P$1S;QGK)#RV{6D zb-Vs1BV$>eY(5;<)7@0242IqEF(ng|q2Ge5V@Ww{Ab z-k9ai0HDo*Wo%}-lAm&H7d3-iw{=CkJL)lG0C^Y+&~QR-9xYXL-vbl+gCip%fJp{$ z&JB+*(#aL<@02QDDZJB&Bm7DCg+$C7Xn4n0nUle;AVqX0${F)d3X!TJFLpY776`Am zvhXB2`)04BmtLO-oTWoL8rBqdC3z{0AA(NDd&Y;LQ>XP|1eh5Rjk7 zn5oMDlZAlrkLwwMzrZ`AxzCa)or4q5D*Z!AdEE(#iUxR?+wRxH8yYyC?@nngVx6|S zp_P=CN5+YnzJrYF6Mv{8P&Gb31DwRa@PKe>mVp)9X280t0acPi%> zf05CaLKLq~4#?rRwkdxT=#$aiAd0=E@Yrnj08%R#=rX>)v*vs%wWG4eH z%V8&OWO?nwQ6`}*YDOq+>z>qDwv<<1Ld4n|zYtGlw1&C#3Sdb{0YAzyP z=Z|>}iYdeN11n3ACXTE->7Ym&>0ZMLD55@*#hf`z`u4_+)0Ahf%#~AY(O`s~R)stp zf|xO*Oew)^=5PY5k)CK{DnW^(F*Ev+T{qf)ThX-%)sj%WARgn~Z zr>){sPfhCT+>~99$p1}P@XE+rAcgoqhS|+0ac(=s@rLP+&o}HADzBz{y2L`Pbw4vD z^B#RYf1`o(X^CJpxG^cZ=O1GHzzam+MWuS>>+36sotS@0owfSS;b&c2+2LVssdaMJHN}T zC3=!^4W+A0nT^=GD=oRQTgtjSDTm&kggKEdD~1kS-0&O+z5Gx%JDqr z=>~e;_nO^ncd8$JuaAd!IbW;Q(5oxj4`oH#{iQcHwlQ!W=7BvB8abmH+}(BN?TsZF z^SNFQt*&MVU>6|Ud~JKWD_P)#L%N(e@5#@ifl+s02{*a7vgO4Fs*PK1*L(Gwp+*wS zaaOJb+g^Cp?o!ebb(i~)L7L@t9)UlMnkOMS&OD+8CG5V-XGP4%&ISC2>E5bWJC_;SuJ#zS36|WIS&yWHfWfr zHm08KkB*vX1wAo?tJ$CInuT{GNK70kl*~YbbLu?}jK7xmlE#8S#_tx22Ih9eXi|HY zwlHe>%p%B>`L<3!XOnS&=QTOUOgW zovf005;x4uk;E7i?f_xC!@p=Czyw^^>9ZQTj8pPcN)|BU7fy9_9q75+$h_F6C>eIy@eEX|!p4*!f zjT-^-$5KO_)xJlkn&AW>FZ-udan#O}E2C*{_};L3;U#!4lg!kk&$7C=H;@-AI2eXb z@wu2zUX=O43g@lS@q4eePZbOHEhg`6xJvu128~}p)OUWF+D>#7}6WHyUhF-x3nKUmP>{6a8vy6z<3ET3{TbrHdHPUWeAFs8#!N zGU4OcBJ4%egn4h(5`IAz4i-cjIUY%?=g8p7C|4l_{q}s?vkFA=7;nVdiwM*8$yDWF z4)ZHDlFTSX1bM?cf-l8O4i2=(4j_d9Or8&)JuasMh~9>gM@5|#wfIqrFI^~A__bcR zU-ZoxGmLU+cx-f;r8eARB77v`#FXn}1tsn87tmI}d!kQ27pKlg@Jhx)lmslTspMs3 zj9zkM3)OI6vjn{UbA_lYQzy0?8h&qb75QG^iFEg_qbt?z*l>^7mGK5bUaT2^(ABuq}dA1-w#)dcHYmA z*D9|2wsgR=+wf|9hqWuNniISSA?h^#oywB3d@PpnhI*7ca|hL}Sa0|uBb??CVVf{h zsf3#x+}sgSCNU?krneTAJzG8~4H*u!TmEisZV}|gOHK~G7C{@-V;jp7h@7$P>FNqx zU5(I^v4F)WiIH3=O%(xKS{S*tJDwXFg&?59AD{pU|xuT(xW|5-ln zGgFjcV~o)ZPiJF49Rw{GGdpiH=aTRL(YC#=ZLyiOCB?;I|EFy)dF*7G*KEy2g3XNH zm)v)lXtP|8IW>&LH>I}iF$5@$&xFRtOdvSQHiAN35HJA3$-7hjTRMwu(^FV*6@pXk znG);ukDnQ=CY{RB=;Z0BU$&OsCayD2$lTj;xUT}J$<4>7Qa=8}Q8UeGM2qh~^-WF1 zhk_pfs82b{bm5VaMxz-#8N4pPCJcYR9mU5&EWGHP(ijQHd|h5H_$ALezPy^5y-B7; zE6KgAbJw_cIp0is^fPA`q(3zyP2m+P0zzj`PcUM@hlaS~eu?0mxIKyp_>XzlrL360J#CYEpCixELV*P<4z zpKB|&5A!WVepfNZia&5PgWJCckeiB9Pl8;io=$(e{%>>A8M+$&@ii#Ur5gXb`!+fH zWL5YpZ|yVR?w$2>BJH!^C8|HJJDSU|5(qbH2^OBIxT| z!^!cUxytaRycwM!vOc%l2*)Q!r96ip`0Ly8(wwy3P|Its^sHy1TfOKx=0i*Ee_cR# zTdh#Wq}f7#{)NLm_ZN^TSd3T*q3Jkp=;`R__G^7_uM%?l2e0q*1tr<(hE`G#_0Q8M zH#(|2@*+li)r2v{bhT=uypoxF^WZU$$ha>v!~5zb9W!Q1vz46wvla1N;}%ZUuwz8# z_5-5R%S{zr9DdGN0wUQExLkaVjFegMK#32J8heuI)WM(;^v3O2zCR>XU~#I;;y3z0V$v%z<(*QOQsF-HhY+o!BeSW5b$lhxvT(XQJg%czx)L z7vJK4JORA;fIPI8HM3^s){m-xV~1m6491_P9>&8y^^J{{TT54w!oQ%TUXFewBoLbY zxgh^F!Dip4O|ILWkg0?4p~in4mIY~Zuq{ySys??@8w+!4iaq{yesHBa+?4G7j$clK zhbNV#pD$?ul^(X`?HhcY9Bo}6(cUo2NEf(9gA$4t-3!;^k7ZYB`%9sj-H6OrL47`-E)eExr_AD>@yIQ#}7Mo^plUuy~4tLeg z7+gAX@>-Wg-4j^*I#wYpKc^ZLZqpPplbO~RO@PW)`d6AquYWG}iBlCkMvDOuOK5rDewzVZDEDQzlxhC45EAKNb_WWpJ#O9(;gW>t7^9aqu@zx;D zv22CM{bLCf(ltqhi2X_84r*8!(g(3|J}1&_lBee0?SHj4i@D0QQt#OO>3z5h5|zcM zW8$vQ$5KkrLgy^mn9d>Y7bPc!Iy2_5|7~hODPCRUqgST1pzLf0u>CyqAMr^eiy? zGqg3Cd>ba}^W&t|6F>e-w=-C(DVe;d!JL%Q)_JL*QFdJvEGmJ9sWoQb7SXgCu{2f5 z_qNSLyF^$_g>zez2ni=6s(!X`AU;823glBlJLrNhsM7(}NuKkO!i!hfP_>Qdj5?mZc*VY-caE2R250VKm(Jt-&+f!}*1x z*Gd7+6SOcfIGE>~dx#ecI3qaWdz-rJQ(xc_#DilDx8@Tc+~)nl&mumdjd0^w)1dRp zr1+fS20jap#1=0kauSs)fav{8T@hGhy)!e385xAY(dq9H`hUp!-POa0T?g%g{EH+yvNnwovpniXC;<8D|K(gxSdB)GL+80l8?AAK_qbTb)X z%HhgwspRG5O+jFekel=p=HFr+GeG1~)BM!#Pu*CT^xh?#T)Bfo352rgqxs~gDcnv_ zp4Z$RKQ+m%`?-6_EN-{;9&@bcy#pyEO!4cY_tH(R3@+Tg+vd~9<3f~kgft_*h+a|f z4Cav0J&B%Ukk<5{<(uDOe=Qdm`?WAAgrT_CK%E90MGQS>185f`5jGD2(Lfu5B<`l?c#HpP&Uj_|AhJa`!;WJ1I zb8(>}%^z-_V1x5`U+N?}n9-UPkV{4(i%@m`OPY}}7~QU7qhQ0G+8dlf&YwB6w8)pg zJ~AA9(zK~yIDWp0r@8O`uIlXeav84vFa-+z?h`ME}Bf&6U|r$!qz|k zjdZ&pL>n$6#-B;^TI3Z_abG(MG+#;$X3 zIu#9Lek}lWVJKm=dY&6o*gE{-mFbpYADPma|Y-q}bp z$S!ebUzt~z=!SR9)-MUtT<7SeEA;7P$3I`n+hG$iBov96eyuE`s;pOP;bw7}HFHD^ z($ox<5h(-1R}vuv~S{q_yu* z2HaLmUKY!@b~N?y#5Ve?)ip7c)$QGCb_xc6buCUR%7%QnuZcp6^+@-3vP-|$vr=!z zKk9sl`9zO^!?A+u()5W5RMQp)>mFBxb9%F3DL$2Rh=(r zJ36~MtcRoN_1=5@_(FpQ;}0eL8W-)u*Vh(sDSp<1_fuCJ#!E4y_3_q^uS|C!1AZ8b zC*J9=j;^k)S#qWtoXo%q(pBE}Bn@0q5V8W%Lv~>K6Duf;!D^ga${x*y#M9oEa;J1p z4WXXzD+R(|7B{*LRLpkm9xsHpH2ATPJ>xv3vPD*kwW!BehCtr=8fo9umz3e5qYDrB z7+w6S>%mM8-9-~V9=WxUY zJG825t?vFye7)D5CUZ%pQXl6F*s*=koFlpQK6CYHN6Af#!O#Bci=!sDH;NfkJ{kRg8!!c+7;qlOGY>bZv_M6SU zK~e>^^$1ze72GWPLnx1peLlR0_`v=|9$S01mZK`@UR>b!uI07o6yFan3HBJa;~Re0 zq62ZWrQq56bZZeIU6!Q*vm+Y<<=q$W$zt;Ti_{JDVtGSDa-e0HTz8~1fUoEOl5|*lIbEpFu}RAuhwf8*{BDgPLuFI-CF$(H7{A-F8Q^w>rk6!TbA~RJPSv z-+)k>ItlBSOOy0AqfDnsmAmbO*ZIfnS@(a;9`b-5qzfI2^*1)4f1)O$%hK)Stgrl} z`_6|(^m83?n9}oo1q!l3*Sfj2DxA$Pbgo>H_s`eomvA&RIJ`W*HYU_sQtmwnb37aYVqh`i5Xj3 z%o(qm^5~nGa##9o-72<5^yEXkyZ(P?R(e>`{MFzXKmGnz-D{$LdR7?VR? zecpSj7mLDAg5M6)c89~OtE>BxjeIf8Kz-f;q&>lt#sx7gAb6^^2@9+r7aFZ>>MphE zGpEZJoX%uB@N+c#B<_suvPZhSZTns}Vi>%GUAP%#Dn3c^aDAf|g-Q}z-S`h@2RK#( zaFcJHZVVzux@?RImb8b4s%=_bKkOtV;z!H)2y#}s&X^}Ah9;ZZ<>uy&n-5lh0Ga;( z1ach)uHp;eef@Mi`A;-XY}HC|R~}ty-TbbRJ=tkm{;u(x!>)&Y=49Y=QUP~#j_;3h zA7($~8B?|LLGKW&a2>O!%33ege+NM>D7617?}KT$yu+qdI1KN-I-o^MusR0bLW;6F z_j73BDaALoqejT87^$<5m8uuwGGkkeW%^W#^#j_dQDHr%W@;?N0%#&K zL(ZuPni#w zw77BYEgVRmIjZ~5cFUfyfM{9%2|d^fO+GL?M5|Nd+2}x}N6u!XduJ@$?DF3Xh*Mke zxs8*CAmIi4${(t5fcQ?XcoZG%l#n>GL)ksPma{+SLZ`+~zh&hJB~f&etX3atUFp*q z3-n)ETHA@yU2tB&2bXGa$gItfH`9`ZErwMJK6bO+>J3AAiV8c+bNa@I;IUt<3crr5 zPLmBlqD@VFpgY4=SK@YPT^mNenH68fv-1@9WYt{C@OcCJ_kA*aRyx@adTren!{MaK zT?Z{v+x^7r6C`?cJ_<5tG;=Lmp~$pvpN&nwI8q7aZzre#T|$}v-DX$UZ|{?aZtE0% zN&SgaF>CI+oZ)`U3D?|yAHt5TWqgJ_qw0m5^D&`?7B4PR6~br`Y^uCuSZ=R(Sn zd=IYu^(8;Kh;xYnebD}By(_Dw3s}dZKC124ZI&6H7o-=VTOe<2ckK1xd_`^QlCHvu zbYZE^!1GX3!u2W;_E4hal#Gcf#$+gI?ciV-ED}R$e_PJZ9aITr4UH3oB8gjzAE*{i zS&B&J8SNo#Vfb2kHBi1wEhI%;Md;rxMeNVIJ^D*%j&^(RYIe%#Y@;OD`X6r(023qT zCqErdD~OqaRi_f9nLpygd(G*%O*Gahzq1<}q1?!eWi8cs{dICK^efj&yUX-X(>0l5 zgvhRr!cy_4C1`2LYV))-6|6fe?RdJR&xQ|fea3}1#-cP*XVZEWi^fn-o&0b8 z&-JJjxes{QdlFy0rg|2%i%0J380sPTI6dTw?L}Ca{ z{hy2ZwQp=Z1%}iX+0!01n8EmeFPL%oeTj1L+U9i-Jyg>-r=$kRXBd3$rs!b6-C{Ew ztqp-WPU=>Qfwv*7#-YuSc>$%;oPySoM4>`LK^GozwG0-G7f6Rd>k3)Y-n(7`p#bqH z+%L1)`8k#Ig#7j9Bmn6=Ijc67Mh&-KSmJ${a)5iJ<;IL6ycyVSwx^3Z5K3GUR?iV- z<|(Lj$om2V+xhd+%**P+2O7ZgvoNT$$ta8jBKYCmbpj`+;=@|J=(MlLe4aP^*oD|y z_MNl-ohnCXDT((|$!B=KYiSjDyt9SY2ZRnnA>WLZ7B6-}0tNMw9{u?xZ``sbF5G=YlTGjr-b*(NWUNs2#Xc=$|$^7bFG;6Fl9UyXaeS z)6Xb#Fzdv4&zO{(S2#X z9AF&wbVf1=R;J82lvMJ*|6)87q_ioRrJB`3AiA3}V#;Z^GMpnaIc){7Apo88Ij757 zBu+!$^Z=(xa)^tSZ7}wYlI<_H#HW>7w_Dmhvj92&VS#I24OapM7mr8?RasYG@xQp) z*KjEI2Xj74riU?;A~NmtEe-YtP!6XgfkXjWN&Kwn_t!bi`AsJhetz9mQ$y~}LmO&X zUkbW2Jkk>qOkm)IM2))_)fun_Z#OX*un|GVigC#P!K%vw`#|=G+fQnGGo<=W*!{IW zsmV}(jr(@$=7>Z(M}FE&fw3r){ypf=zZ{5fpa)q4)!Qf=G#!)(*eko%^ugKPda)L{ zX*mXX$8IYg)F8j`sy)L#=8xM-&hBv=)VR1PIP4xRTU`+1r;|4YLfFo4o(wtfk$bDk z@2!;i(RN2(`|JL3u=Ex(_} z)jFOI)s~$!jsz0)jD-NV+VBHx<=4KcBhybu@JYLFxp)PeAdsT!;TPD^j`Mt*LAy;x^JP`2 z3Fplq1tHHJ+N-DX;xG6xK%(-WqNH4U7Cfdo)zxGOo`e#VR;<#&=`7D~%23P{;R zniS8Qhm#B3UgAL*VSgov#?RiR&bv&U5-hITW?;4bLQjCsx)%LW-YJ^_S`c7%$Cp#t_e%oZ@H>Fhd6%v03BNh=-i|BPr&S{E= z@yWuo_J3juRH~otF({05m?!J@H_y-!TWpO`fQ@xV(hfnRM}tA2Apy%wRliCG_EUNz zhxoMvj2H4|aK*>oxx8`kNK5tFvUYdPUja5zkB-}NaI8WX*Tdb`XSQlJX%+5ss_XUI zQK-bMy0cA$r{nQ^?gbZy7(cjRv9XOWc4y};Lg<@{F0&ROo_6WB(o*nqSwy&gjZr>N`QF$Gy=7VDD1l#0#4F_XO>+kh%-65S@9UT+M9=s@iPoPg1*7os$O zZ-YEgo|!^%bK7n^lp@3zPA1?(fQXPe8kF7hYdOh&tZPeY1Z!8-qMa%Rj`WRWV?_~X zd}5@F_12Hf&^0sHD!&vCP`>9$c~~>D!uRE4Dc|^pB`c*0*DIvp{5AdT=_^1AmR<0d zt^!+zyh!;ZpYYdi8VkQ*CHysSfgPUYq+UIsBPbsO*;4Ztah zmQs)?niLeE;`hi}MH?hdx_Al+TO*%hwu+LKjN_|JIbG;!^EP~(S`acPL!1dXt=o;+ zaukc}x01AW0f;6r*3;c>nYMMshqy(2;2$;IyEVT8vo0{9=2-zFoVAaQyqtu&P_Vl^ z4I@8BdJEWUDjvt+)bYLPkl)AVa6-&;9h5{}kMSY~5`ugqp|4fwyiG^CuT#%{{~Sa0 z8_mUtOd;e*Rl93;oVl5r^xaavIInMX%~d$oqot!;k5>@v08CC$A9{FrV9_{4x-%!x z2*ws{DkpHegim4`mHJwKCq?p(%J+3)iL4`Q&*~ zd>At~<|?%hf>468P^Chbsov%*9*_1=%$d+OHfi<@&-(Hc9}L|w6lagFJ&^kXeX8#d zq3xBkfoB*=S2Mo{$SJ)f^pY}ld#iR$Fg2AxP)VfB0IRzCXj4c~#DlC9%k9=Hw>bny z9F(L$9NgybAA`fcHSgcQuK+|h;J$a&J8aO&wwKxIwh2U}Ohbc(=DfQOPUC))bSabG z)&Z1GS8%UT3$4>SRbzdk28f0k#WGWU4UykwVwmsi-a-SxL7-|q(f>YY<#pU?Fgs5&K#Y`)fundu#~;PK8*>%ueg*mL$WV~mGxNyS}N z$w{julN#o%+H!_nG@QJ>*G5tG@{n&=DKa$AC!yfIVSV3OXNY5!N+mJ6`XSzLoH1aX zUvf!FHz(2etO^4L{y>x5-8Sjh??05;t9CyWF9KmH&g0nTzghfn#%XP-PNM$g-OvX? z1d$178K@xz=AFgehT z!p|Z;jl)bIoOY6%qz33sC4-n{i1&0X_HX96S~?pqkpIxzj_mB{nPz_*hUB4~?~N;z zcr!iUUI;~v9K{eb3QqCH7itQ7ceV}D6+090y{r9~TxGRQoH>+X; zQf-FYQ;6ui-w02VZNQ+@nDA0ccHEQ%LyCfcuXIzySN~0^o6m^vtiL_3>VZ9dHT3>t zPC%+xN1Y?8A}t`n_xeG0Rw#vj)I|IYxc@V_e2C-NO6$fqUFU*!@_><#l za+wKc%yf;6jGpV_1Lfm?@6=GRcH~_iaNCdSEJS7Kgw+ClF z@dytpmv?oWD4Pwd&!^>5&k_>HF^Nl9vt>Gw`@R_HF{IkID7`COsd;_GPy{dndBST4 zvfVj>VEoy6?8wego}Q!IeUpb-JKs#NwsyvFR*MK43?&z;VAO>94hUesUTxUP>H^Ur zmp-O5zzH~UR;|9DS(}`;FL}Ft5xjKHvWiz<^UtPMQBb?_>sq#7j8*090zHY0BlmDf zyex3exoY{@7a$pQTo{mLVxKX30(y|etG1k>b98ikwF|643W*p|$_Qg-UD??sk1%Y+ z0M*E`c!l-H{x0~m!V%v5^xvhD@#54O%uJB8J#98#gMe(fqkkbIv$zqZ)40{3Kh#3F`^klwRB|iy7gdy! zx{Ycv;muc_J*mol+<*u1(@y}|fXxdmH~`45H0nbEp+hDnrk5ZT);8S?wN-54$w90H z)QzKJY{ViDrMHv$+w6=7B(?Ocp3`Id4qMa9{^;Q*6WxMqeh>qIOSUshsbT;1%Bka_3Dyhj$8Z{ zT8V-sXyo0Rdr9_CWL3fl&V#+H+J3Ld0=C6MgA+BM+mR@yn6{42%j7(;&gbo}3J-`9 zGDjzjqY~1jhRF;rr$aZCLI}jJUTJ8UUZ0kSnlI#3xlPU=}Nk(?)4Gx(@ zvNISsq%0q|Q14vYy&GFlb#~xhj3i(i>1-oRN2o(Z#8`p3tWp53^+JWUXC@%-@J1?? zu%D}njWIdVq5hiwT4 zxrJhR-x2{;`5T#tIiTf~sQxAg9^KYZvYPpsYIfBAO2lsD?Jy*@U4}k(YPK&pMi@)) z8`Wh>=NN07eHNnk&OHJ9)X`Rv5jk8F;b!62^s;)hCf7stBHc)HtjYqcoDU5@reF=& z^tzX%x^I7McF|&S*Wk^3K5F}37^)}8^H4s|kgIg=ph)lW(=R~A0csqB>*^ct#ZjOMEIWi}2hoO`G zs<-@tdQkU41S1=$(heeZ3TS$9E`~4V(!^z_3R^DWO|FlA!}m(+hvJ%Yavo_ifzZ69 zPuEVYDToB9WCWZY-{l|37q8L|#(DF+^^@MQ(#{$AdWNKM+*hD_jdPXc<;JEUat5_G ze`+8_dslIGSZb;rQKkqVb$PB|nhh6GI)CfoTi^4g0UM9ksY$H< z%qV^XlM{M+r{bj(=J1vTva`j|-eO#`l@0ZcF1-mJ=uV;y?Gx8~uM-dn7q@1x_SHKl*$c%9U4LzfLkbd*{*MmLRc%Qbr#6y0Q69-Q!GLn+xNH+W@kIZ+n z@=hL41qF>&<$xDPGMwji&?9AgJ2sW%@Y zw-z#k4ktN^RAu14>QNWdm82%;UOUgRLv$3X20DS+1(YMI*7;$;%eZABOQaQEk+oru zIbGYhWqjho&QOGInZ6+E%)$3?uZvHqv zq53d$$!v?#dK=*d=1Imm-hF7jdgnh?&Yqf@UKx_0sz|9@4qS^s=*sUBJHstBp(#LROz~X%?f9eXY>F2%i<<4mCMlViP`*}Fuz=uyY<$PZNuw#2q~YYrpgM|^ zWjBYTnUcRd5VUTrRCQn0P%H}`W38d!9#T{ss^lp7@tJC2HB7P5d>lz5bonBu_r>d? zwj?-=U3@oez>5t0d%rq4Oy$UT;L66F!8|ma-K_7nI3 z^1L*f^=-NHyTidHZg}V$F)0bi-fD$R??zSSJFoYr@6OYmU+ww~d7VVL6HqaPM1~IW z(H9XWi7OdrSh5!EcJLzGh1MCmn!ge%+^PWWE7AC1W+r16F4{l`;GCl3^)$K~EjasP zoX0SdvOW{uJek)}$!_J#gy_TB$=t%@kf8kD#=?>7H@GwLlk(S2c+-}j zHHzJ6LHL|d@u;v#0BLGLTU%T@zUNSo5}Nw--Ag~KK{M4|egJgMy-+a`Y!PTCn&2h|yWU!x&fmm2J3#OzAr4sin^-41=Wgu$EAR+djZg|z3g{oR_M{!0f>Yf; zd0n*7rG^xkbs-_jEb!q1AV zO19a*Yhj8ZRIv{Q$!dbN7-PLsV^}R?e|uj+-yO#Pkm4=nn@emE^x}|EtOvaN5^xcQy@rHl#*%@g~Vs8^^ee~940J%c| z?--5Tqqynz<7WjEf7WMpF*ZT2E7hABZzy+oQ-PH4kn- z{dIIX4JA|ILK|kTJy~{gV?Po_A^maqh#Q*GHBctHq|Ab`KjSW>JRxh%mO5YWK+zW? zwVeAJ8ajo=0GerFAfs)Ec(_uLv#-HV2pS}N-^#mTei{h;{iSWlJ_zU7JIW&i%qJcM~01V}RHbA|%+{6W( zoH;$eOf9>X#NFLpOBwa$r6qvAl3jQnBBCf~PoRTumEwgROA=%)BBX;%N(;WarL}*M z*n4GRtGcUStaWx$_dZs^djK~a(TnVwkWih5Xygy34lR7t)usNQayW_eNYIfOD939! zV8>lBT{qpwOuCkk@0B%}FWnsg zEUU0x=6z8S!1L$vx?*r!cEQorozrdLY?L8YKt=>?&<*#?WQ?Hu#!1Th=DpQv-`Hv@ z17w_;y@%D7?{JfSr?V>_QPu+Q5_8vORKRVYiE8KFzmpzcdC?N&c5C@Ae1=@f=C9^; z6f}t@b1HRWlrPOp%ID~0Gry|?9+Z!vC`9At9~kD*17A=;LdEP(y6+AiL>phG#He{t zhW2c)P9;-0JPQs;T79?*FE^*(igE_n43C}cO1&6!h(?vnouC#WyFFD!c@Y6 zu&nhGs8!GRJmEr*FkdI9FhK6S$L3&O+(Urj&w@rgnTb^lb^?KGpo=Bd8&4;&7zj7s z4G@Rt_7_Lqn!v7Y3}7|o!`1KM5>s+45sZ(*QOiwX6LTN9R>i%Oij1#fFRnD}mzQcZ zERp(5b7Dh8^)~fH61)qi2$sR)FiKl7w&KW?P}*%7xYGwTgozVZ5;b?G1nYxTjfwhkb}`ICZJ0M{Elf$ z4nPmc1;O#T2QX1GjQ{CSxVFa_ZL@4+t_W^zLov(pncbFt?7$Z#QDk7r$?eEfod9mQ)KqR*j?ah&>08X8*m_hSA-s#u3l^HEgqgE$U080sp)YLT z)5{t8=x*#&&^f<`=5hZ!mH%W21?JzwgYv8s- z3s7d^1CI2|=G`|CpYL}TJzX;My8N5QB^&$z_hD4=Qn|@s@;M!m)Zv)Yh%!bd8m@Y@(_d_o=P8r2!)Xz2 z@=A5`3HwU~asJeaX%lId-NsnNA3|&@Gsm*|PBk31l;nht%+}u?CMV>w!F@OX=J{jH zh&zhy=|egXn^QPbVjqvUx58{Wu>aS20;Aqvj%~nHeGy8#ySrIzm$%nUe1eSK}& zJ%(=MeA7zrxK0<}J5bP+aA3DRXV*2@UCP6JB;pOKuUITc<3fqdT*5M=VPeH-LVDZ# z2%H#AP5hV3Ace@kJAgJ)2yyu*dgOKNVwVVyPG3E?&~9+9f*`%f6d<;N`Yh( zoa*qGD=@gafM5zcYkReI`$5gOIJM#06r|crc{2rX&TSxC@L44w*&cU+kOR`;YGk(6 z6#Q!$2Xu>5hb@!84rZ*|+uAS7diYmY%GT7l=RqwwKqVMl1rPP8`CR_&>}+1;47L6R zJ0k;xOrSu3+Th6mb#{f*j=X#(ub9343D!>fi0N?h&pl8a2Gg?2hLGen|7yl5CFQuG z^l3m)TAcVU?p$}BJK#H!6RsFWgU_3W*!l4$u-ceu-nS{tkAQ-P0GUJG1+43B!$>LS zGFgQ6z^Iw7A{CI+{u|=J=n%Y_Hv*+e!O+QP*pH(A8bYsxp2M3lC-PMBh``u(P$pWa zGC_20A_6_kD#cAJGN!z*pv#*xZoRSgWaI9pefv1NlV#TVx2Xbw^XdBsBAXncTh!Fl zB?re~uTq_+q!S;l*8}xkJ`8a`^}RPMAA>ahNGF6ykPKr^f&dW>25qg>Gks^b?wucGrcH?=X|BdUh%)vRJ zi_Gx@PpnN5rO?RU^aBFKZfmW(pJsq`iE9`!v(Z7woSV?KDxN99nq8_j^cqb(Dx`QhBB|j%b?EojsuMWplQFlyFOL`cMw2jli`^V3z)kuV6Mk{NI@7hG;Yo-jOU z&kFJXFB05hu8ipA>jj3@zfc8IQgC~t@B-tNmXR{ne9OFD_1s?I?2rSwe5G%E*HfsWY(Rt1Tc7`VXZhD8WQtQBtNXZ@-w zaM1hBiuZsQFMMT!(co2k#c(=xgRusw$7n!wtdgWJwv>+M6Y=yWR6S4Zp)Xr$HCdGP zUqinM4bGe8kP{y`uqTa}_8NG+{8&A(`ohR~`O*L-=$&e)Up=65h!!ZGcA*MspSBRt z1}Z6EJRfAbd20nPJhok1+6|nooVs3-rn9`G@j8|pvZNh9tt~h#KezEun*1cQn2e(N z7up{Np4|jiGDXAqTXzi6af^w~UJQgpE$MKc>}^m|&iU;P#qFK$atZyw^{&ULlRQS( zQ)W=WJ$%R&I?^l#0!PlT%GcIphLxE5)rpk-3bdRh;$JWBP$3aF-A46B)Akh(0ykHY zq2sAP^r0|`kgsGZf%vL#-060)l;hx;f-YRVIFQHppgKl5pH*qMU3Q%p4O{cO43SO_vf zoWm=#Oc!hu6BClVdcS)|BDc0?oILr>2?A`^qR;eeq3dMwemBaVdpl<+5hptXt(Oi`WqiTDI-8Un_)!cQ;Um;_m?r5V=LMc9b zL4BUv(UVg-(T6ZGN zapRNCQ{zH{-xu?DQU;M!l}#MAO{grMb3~8S-^;p*2xPj{NU_@M|M2Vdgsl!fm^@<* zDty}7I(F{WeOAYZ#3IZ;ZZRxUw6t*JIQo&%@_KYUKZECKhDEV&~jC?bO+wWVi z*6i8AAD?D6TfTT!#FF2}ZLVr~;zqqiewHJth}BG!z8{B1ED4p?PTef)5tM$A zf#lHgMi%aRp9IQrNwyjgyy;pTfH)CwF4sL-atXYX^l*;cq{}cIgWOca3 z9MEsU1KBRxnyavd2zj(zV#%(_-K2A#W*#*xrFxLn$?J6D;gQHXUw8@t_DNB0E;-)r z&1xVj8(3ZC`AKI98e18QWIIe%kXFS}w9VRl+F| z_sjLKmdem^4tAxC$YfJ?JJH&0*8}XhZ8Taitc*F=Tn?A3A^*G$htHx&wYr|M{F0xB z;_yP#lx(Mg@8pB}e z8c}ui-(LGHn^6~_lWY9n4qb^$Q(L2)m_B4}7Xa|J9iiZ?hBP~i`MBa2d|-z%6$C}w z(lw0Nb#=R-+5MO8ij9!_JpuN0v-u+G9;vFd^;v_^tM;3?a_dJZqsvXt<1`EM?y!a2 zK~!7ybsQ_(#^OVb=;XLlobueJ@Wg_J>dL7k6Aui*yZoj)%V=iCP`P3H&$7Pl3Z1?y zMRc^Kg@v1WRYepSNI=5h^l-B9IlUCN=ePP=^xz=q^S*Q$lY#5}&Wm^eBN^+}mv5O_ zfTy>5$;q!dY|Ob+Z4IgC;rQF&kFMXTZr<%b>>L)ijPZr#m#kPJ%xWz6RP*3Df}F-tHPE@xLjs)`j^ z&xxJy5Pf#{A;o!IUYkzSl0n^)Uf!5N(~>^Qaw_<4$b*EETfue%(M9e5`MTBia$5O? z>#`LP9$`5A2~7yLjkonIp@Ou1IDJ&(~%Q6kW|hcbWpK1<3>N+Fo#ntw(I@)BGzv##cbFYuH;d1 z{r#_kAK)ojwTsOn{>o9T9AI$G&I+cO;{GhCXp}HHCr||>5v&CJXMa+?-pWDI+M3g% zLY9yUTk;VJzus&2mPT&BamJH!5fRqoQ{daucp|46(&j%FXOC6CJF=JT{SP0&l zGPNSsPEcV-!t3)64ax);l3vu|G)h>^;AVyx5<1j4po{F|cu+p@+WTUOY_5y(o(Zx> zZYE8iycHJ4{S3aV)TeST;g#_*La1q}5|?juHYt(m)W&i;n@8i?BgV~k(?=3_g5 zrInYT_;0;{x4G|f(zx4Cgxj#C8;tP-tm?$^&Ro7TCqNMOAiq-aXxYw=ID90kr*EyK z9HefuFL8o6^E9Oo%Unlzg`vuf(P3$0BisB8c9@)^^6wdKgqBznzRrkC|V`$aQ&jkp5UCC5rw=^4EA!p0};~O0NhMY?2cmGEdY{4^D*73 z32S)8-q$tvx>TPzM7Zd+QO?Uh)@UE5g~!I)J2#iYAM>lC`ch{bQGc8*AlI%NI_F;S zBP)FSD{`^6bfP(0C4{o2k|IO0*(28BE!m~$s-%)V@Seo zdz8DVxodIXtma#EpTJz3j;TS^k)3&mT!n7YhG4CyzdUdTDs@IhzBBxgS!+@~s)`@~ zw#>JzSlbQ8(pdUgls8qM=(oTInfepZ zlWXvM_mVHNYjLq<3cg5?WJ9SN6F;nO+2uJpk9*tPVx{CUrY7OR3fP;&*ULFO5UV+h zFGPb1WHzW=7;0TwdfX*S8nK&(rK7#6=QD2A+~==-eG3zIv}BStZ$Gs;S=E%J6!q8r_FheY-_$g{wJ2g}!}{|>0N4&1^jSfW?!DSH3LbJ~ zqZ!{MqEybCH<3Y2OTbi(SO}(Jm+)JbLdgmu7I*w`nRXTMO=|8anE4H14{XMwz2wZ4 zGh|l7H?)B%zXhjS?V(t1WzAnxSL+@}VUSnyX4hGx52c=Uy-3`~@KQ@1d%&-l5xr8k zS5$QJY#&WkcXe_cD>CF7BPL;ea9%a>M-^D}M7BD?<&1xOzPz6kj6Xilb=C*e%T_FM zV~&sq>nbXo=lZX1)+ZHaFDP@`e$a3;e5>RX?EAcIM~JdLM0yb1{a4KUykqr=G_4nN z_W8_VCd2Wwg1!-JGs>noc76Qrr1OC9x8H|#WcDDR%OvaGBVgid29MYkBy_{QbVd9H`>L$a5hQFzy+sDifV?XfBAq3V!f{Ql09(}mkAnNXq4 z7%Cs(;@NPfUVy zvy(sR*Nhk^LA9R_ua~%YkeI~=thMt9tE)e{LnngoRMQ7V(~Ef8NyOI7nxMooC=MG7 zuvC|NvWa-?b%Qd?8@e(5w+1wlHbJBvMSSI%qcoKRJMWIwC7x`3Lf&}3)f2e+(#YvM zn-Dh0nYS|9zC&14bS)&m%fmw`z(th7A zB_oi|1JQf`frJv@AVm>gV;Zl>@a?6WWgf$bu~Cyu3NL`LqgOUTW?v?uRB(Q&%frOX zxZa6qxhnXsBW)wnGe;FeM2{7bWLH-Fr!m`S&z+^3Ae@5eiuxr-D6OaQ;nwrXXm*-j z5-X48k%c{biuAiqu_O!n?j&FC)g)IGD+_-TDgn@;0dN;%=Qa3^Cq4i-)0AfQ0V_F3 z5IeIyxrf2K8Ar zHFt$rUpKqw#fD6ez`^xCD=;4t{?yoiGL*ibSwX6cQwt_cgjnoVT|53|pTqXECfdnf z-A{T?^U0#ZsQWQyZs2nxPA=VN%T`}jnp$&B4_zqms>%QzcL^ocuqjz^6W+T3ICja6roYoeQ;y8d@eAiz)MNNZxG)H8d2e zpK6?te^+)u#x`JR3D%==8Z$cwnQp4DCVJ_2S}@p;p(h$9JF=}-2+ek!{I@+E@vE4@ zf0EvUNR3YvA!Qoia&a|<#jn~R@s4ZhP`-7Xqq~jtBS#7I)gmzqBclL7F>`vgB1S?} zL&JFp$HJ(E=*<&o#`v&aGHSlOaSSo^mC}#hLK__XZY@jU(m}o$l-3&JGF4B^zO7h2}PVh zU!1DeeTw*KYIOJaM<%=ESz$M1=~njoC6a%4rm4TTAdj{Loz}qO?e|)BFRqh%nNW>I zR0kyT!2#!x5THGa^nGnic<@O|Z&MVEF>^$QhnlVFz`R1>B=&>(7M0&RV7d{+w>~p< z3AB(Dm}seoMNY~JtHOn7UT-J{l_v+u8TK6W4=9l_24&G+3B|<*DVi2_owP}OPm-^< z$hQa-8v*PPT|5Q(+rbaE_KKvg&Y+5N{G^9zU3nG0Nh6C636PHNvBR9b?}k2_L|@Xd zdGqYiXb~fQ)JNm^{yST$4gOCYE9PQ6!5xf!Q6V}yl=~Pe+TPxqp0H3;=v_ZFqsHU9 zHu>cZ30r&B-R_8caOf2ZNezqi|2+*n`4w;pQp1*+Ho#LdLgs5hMs>MskSKf%yiwp{h0(hE3KYTn6|7E2gWDB{Xi|+t-?|fA%}y8m}0+vK4EL z7}dU~_PKzgYo8S9Q+o!X!OGmk<2z~_D*>g3nnislZB((DK^4)h2w|M~iIuICnt7x9 zoTI~2@WZ_Xnl?r8DEdX#Egb%)=-qN6MMVB@#Fs}h7Eyfyv`Qh^VEGg=3d--w>7yWG z`lRT_M&>yg+5eQwy&V)#Sumr6RQ_{_OF>UIVD|Y6HRpe+R}3>L3{-=; z`~xQMXlw%c+XAFBu@Lr!bJ}P(7-V(~)fZ-U=p>OuQ&MLny<6F~7Bn#q(`)pzxS7(r zwwT#<6|gVauD+roJqi}!Q{IFdm_e55Ux-9kC! zATp<$!MIR+&XvCR_d2a;O~2+0oEw1q?J&pwu2}Rbf+X0JIrg+J6G{=}hV@%k;PQ|j zYx~ZwxXbP<0z%sW+~J)gL6+|CBToJ$5m#)59_ZNFM$AuxPdM$ZXO0vj>>1V&eHRB2 z&7A&Qv$p5Od8)yI*r+kjoeNE14JGVx6-@H|^@pASQNft_VoOiR*}4nT_rfwxObhi? zjp`N7q3LQKlx)WjXfdi_Qx=DdITMt{i<5jCPoJ-@=G{>T>Z|i}je1AMEjeo9#M9qP-&^EaRd2x77Pwn3e34u%3Wg21WM%OxWZGGlyNQmp}6%}zS;k+ z^8^Iri-_};`qSJ~DcupnGL;ub5t<-{;|5jOGM3m?-s@8GmWWnp5<~-Q=uhhLx1JCQ z-WgU4Sgm3v3Jh_t-sn-OhFc{wCs{7Y3rAwK{6H!*Pf%oU#nq_``VeC17{ahgD1I1D z$3T2DefJ0f9G|8`vaLR z{-X3b&-a2Qv|$v`duUr(1t3yuK_+X(hn^#@g}Kak!94rKpKoRV+xM#&!PVt@tk;HH zYv@~eEIz>X`z9k!GOXqe)4d2~X=3te!m9Y&7dLk*3{1|>y2NWw!ZkARZk%Xhk|{dc8s2(O8CPykx&da)+U##Offa%+=xV=cx2r6!x!6FxT-QnPgDT#_f8 zIN0QuHl_E*a;RC|PFal`$u%ZPRI>Em+d8wbl+|hv;p}2$${!0FW1XTzSGGS>YUoP% z#Yx8MEexKrn6UZt=-SZ)x*!+9D8NOc0!R(c+@*|~zX-yJ^Krmhx*T`Xp*v1YnETGl zh>|+CtsH8O(mTg0R09y+5_+Df02aTD0rF>{dn4a!%m$Yv`(1HD^aH(1kn(0KR^VfE zQ&Le5oFb6*nHKX?2i*z=O#7%e-4Ams-3|Rrq)EOOYxiDsQN48cQTKQUna*=$#A+tFr3C6uN zbF4CS#8+JkLq>%Sg|r~oR2fOPr;jj9q%XI#g~^BdcD_%pfpLM-|J8I$NEi}@_K7(A z-J06Urr^)E*~JYc3a6S@|2yKU(n~ozIG5vmeAl6hET}Ks7;fj^=;!ea^yO4L?KnV$e~x?QQ<&V?dcxbDpykZgHR zb;xCkITWvs@?Mf8%D_DoP@C;lu-ruBJ2x~8#~G}R1D(R?Qw9Lo?m>u|c5$7nhuvqz zvBi2W3|8?PH4R?=+t<*KC0BtwA_i_UIwGXHdbmUfWn)KRuh;I)PY8PpCeK8x3o-)% z4jUYE7ly!V=9E9`7%z_^dtUNAsy(S1Tj)BbtX6Ro#3iwxi|6xh2@dP|IEaUXOq%rn zrVEdi#dk(8Nj}yW`+o~T{=!b#KI3|u%9mLkG(^efnw{F^ZD2e)KhN49q{5B4-Hl?b zHygtga=GPyT6Y2D$Fp4xFGP(eJD(6LY?ePz04q|0j0RuooL&Y%*M&;J!cLd z81R(AnD7Az@emdvU}>ruTt3|x4TIGn!c+P7>3b0zS^Q`PW?}R11!#fF5eRO+Rh1{^ z`tppvKW7$`iT`AQw@6r5u$2FG$5&e_sGtSXDsDpg9A&0g2Cnjc#6nWzx{veU?@1=x z_kFvt)s*V$H%||qV^!Qvp<_dg`H7dd~F?<+Zv=vE9HM zeF8|lbNqu3$d;+b8M&;&~*b$8cj(EzA;Hf6fl|V|YF57>WG*$=j6iw032pZwsL+N|D9oiEH?>+0^NIWL<)Eh$^=x zzE)*u{A?j$_}&MG*%cC#Y6oewSJH6v>Y<|A@T>c$H6e`Lk?tje5Bn_@Q^(F>HKeP1 zPS3Mk$wFhmq|nkXUOX)(6Fq~?3Y-!cEv>Az-?X#IMM#xoKJ~hk#{Hwrog03+-c5hU2N*fJqmw6>JM? zY$K&qwEJgJXQPA>i&=wX@2aS~d~V|@3p!p49UHzVe}L%Chm^X0EZzUz`&e=ich!kc zqIzzqSVtwSdUoeI0}KyciirGj7BZ*Jeko+vCi4jg(d9Pz@hW1>S;Rt*sAN}Mvl2#i zoi@Cb_@2fB3fXY0Zsw%S6`83Qg@`#u)jMXIo{}H9T26(!58b7-hbB?vb?Tylh8qHM z%3fNagE5gGuJUY&C3OT$)w7W-F`r>NQPO@vs`#Ay#7E$Rm4!BCeTo1$k7$3B^O><(=1qt+; zwj_j4b$kL)YOJ^-{ETfREe2brRU!K52`M+I4I z3=`6Y^T3aS#1Fbsgbk$S_%AL96@}pDs;Z<0Na@m?x5eyf2uoYajnz1TS2O=|5*ARf zf?_HCMXB28^7p%wxn=BbMFlE8uH3O{#)-XMNnu;WPAtc->wS8CZFC&RVk*fR=q_z7 z=iAYVvBGtGS!+~^dghs;sbhR(vr`r+C;d|0 zeXtKN(-rm|RrD2*j-q`Dm3ElCpuyu3iu%TT0IN?SOH}<00i6K{a*K^P*)< z@kriSCR_jAkA~VK%=k=0p|*aRwn3o?<23m82+36#Nz{cjFgx0A#i7m=Q=;3b`o-Im=*5xWqN(q0j>FXLHF zRi0gi)YS{>E}0Dk3K=Hrw6?yq%$;Qy+WkhkHKhl7r3xZU(4PO2{U@jOg0(a7mtG9+AS6&Fh4hL97}3a(wJkp1m1%)$i2 zX&PbAu9J@UbaWLlo%!zNQHjQ1#5o3Dy zM;^w?8=-`gmxjGnKZfJG74qpa290*2T<`h&S|S@GMpiZfEbY7l zCS&0?w>;pz$tZJ}-qpOfZ47o9{S5|ZDsv%-xh_D_bBx6FJ2ueU1#(5JOg_I*CoEfmj?x0Qw z2>uRS%Zpk7p_BIL1P`hEyvJa9cuoA7zcPe-FM@x*qV%I)!o36^0!kjA*F@#%sF~2< zn4k}NGjidHJk+z{(W5tf!G&}y%a@k@L%{-gL4yVh#;|to zy|?lhkGCDMGkKW%CE%LL!Q2`5J+6UJCACNEPOO+}$E1UCW@{f>+I*Va%wwy(@1TSEo+DR)!`*u4Og&nsWKT${cs^L@N;0&Tl#ETo%QpjJdk^vewu9-_!JyntS|IR>9^TX|;5m*o1UMf0x{djHB z1`^SqguDJe^e7XAusZQRtwNOZ8*C2lSpAf`LK8_c8N}>x{hDDb7E7^FlOf}}?fNx| zh{TOp;6&h?Q_8^+A=cxQpxe)O`V2L8i0nw9Q@96Ii_xXLiDlaOSe}ra`SgiSzhTz3 zw;V5TDA=@Q0;74TqCTg}lZZsq^=xv!lNUyxx2YcCW3(8m z04e%SpaDXit|e2hC?1S%lQMJPI4mv7Dc+|y7QS(e-~LHH%{E4NA&U+4M47-O8ZWmIJE_|U!C6ZVZ6|u zf=n5EYPQVI+OergS?=zf2sgJm_6A#PQGzV1EVEJI-(+XC43Y;UE94^Q?8+)4Yf5#; ztYwO|4AF))Vj8MwW7@VK$+Ic*n^T0bHVN@}$N(_X zFUpcarBs$o$jtaF))QO>z>$a>t{p?=5Fg4Zqh4_X2aZC&(H~>BZ5BKyt#Phu4Ly$U z3Z(=|{XZw|C2JMzwNmm=*~@1~;=#L8Ds`i;G%O`6WA!-~8^w$>j*@J$ zP9!xI?TrY~FKs%?g5p;w{1P@AJXe82QMwU2X57E;YK>8hgrf7T9r7Q~t4lg&N^0#p z`nn|BqWooZrsF+6yAv-ur~_$%KseR-Puf9WMrs&)4|bPX;@#Pmh~4s^?boZB_9ewN zB|niK*3Fi|;xnnlY`#5(aVvu|0kjGQvK-D_i&uy@Ls?Gmm&V9g=5{J4K2ppjmfur7 z0mr<&CuehPGXJ@@7bPhG8Q}(q^pEEa%=2_c5>G=C)|4U6)f!XxA{fI%N`}V|f`H^Z z#nKKNj0-z;_@x7FyI&a&?hX?k zx~}r4M)DXb>ndbf_bQQMyxP^$#y1E(>qZRjm|8=hg1}1yoJNIcs@6XpV zZ8;I#7&EAEM9 z`0>jo%4xx!=V4V~1J%H9e11t$-qdDlO^XcFQ0*rncAb(2EU<^xwni`Wp-GQh6rTdv zfQlXoVM2sB`7TPjC!3QXZ5%_~Up0pDq4bZLK3T!3|6knQNjS!$lLP#gSx_jMa_IY) z&>#|@e5U>#>JLkFf4)gay~PUYib%tdfIKqdQ<&2SNQ9xdIBIdSWm9Ea6?ol1>Xk2H zdDbuF*@$7vHBB3Gl=vDA8uImPjy(8j1QE?^!naNW7xCnRAF(_lc6I~pJ|n)UeR;55 zTTu!;j?N7r90|8D8 zM?lz*6r~OI7X-(&nt2+zy@%1_>q}^dgNrd*VYz+SE3lUB$d$e{ShBL%n}snJ9UJzO z+(-D%w{WfZj90a7#dsDc4oV23db2;EG!e4{tB{<`S3Hy;Lj+U2A_jF<9zLA(Ha}4( zwF2~O6#BX5!;HrMc#T(wQ&RD|(c8{1DNnDD_e~;3er$dAx7*^JLBI3OGyl2s71)jN z&pd4XyIvNa&)D}G69hR->3k-JnOfwemlG@F6mMyPrvKo5VznNIp1Z8U#;YIB0j;dI z+e_Scjr_Vq57`wsiXwS)8s7kaJp1P)a<3k;?gR>XA%bin5+nxa9Uitpoj@0kl|N9Q zKxVKj%$pDpAq9qr+|2(aH>6^02RYGGj1n_BLXs^IOL2W^k*LeROmlY5AwzuT{xkmW zp9S*&;I5PYST_lax_ahZ=zT{>+uuTO!usJQ3!cfCL-(BC5`zsjV5pIWh>61?C1_=a z;?k)H3zx}ZGwH1CIMsU@;FjGAI1bF2EO99sq$?@4>01fh@go*9Et?26@^-1d09k%{ zPN=pk+42a?*#Qy?;W%{TxDc8{Iw?jNT@#E%zBk@#@K@5$E+aTf2cAA7vbt4-Mu#;? znN5|Q7=E#_R7UPKN~ln@I?&OPtcAL|>@T&+;5AiO-3Y&~O~vG#8X zK{_EIz%*D+(3;uebBp)BGP7=9Fj$(Sw&DW|8{^v+U3(OwB){N9OkM>zyF<<&O_T5C z+Jew^rFgyj13*ZP?ruZ7LnVsS3!ClDCSj?NJ086>kU~6LT>=)R;MFjC8520^j4z{R zH_`AtjK`Y#oE?H?oRG(q@Va6if_+5MCew|W0!9Pr#$a}~u}KR}YNfHWo#bM%1EH_s z()3Z?ZD6AO8e`a0+#MRLmV?kA^Tb?~3epGq8BBz~soYPyItL1=oF$Ue=f+oz zL5i@z!b+q5Vh#rRqq3yr`RHj11WAYWR`nar8nd0DweY}4yw1f3Ft7^`kDrBYJI3Xo;*l@2vFNiON3CF`?zs_gE7rkU* z+L|IbF(d=2x$k+ZFU;rfr5P%5N+&8J+OiSl6sQ76?+urz$}2=HYeS4|$Py+6igJ)o z1HzA8j9`eKGs_C1NO^tZDXn;N&)LqKu~j_K2zWEB>{w@U(`B@7qSq!#5v@*+hc5Qb z?;C1BBt1;%4fLI`s$x;@)8D-g;cN07m0T7k#>YXciD+&1ZUpU}J$Wq)cVmk+EUZj1 zVY9iWiZiNuJ25*?-lH3~1FtDRwY;&8C$!=|IGj8%8Sy*{9_MSxk@NoPZdo*09wvVn zqic)fhnrkR8C}Mqz*&nJDkt9zL8Y1El&Ihj9NJJVvr2n)5$7Gd!XyTR!Fb^mlEtoI z^dCo?x(>{An87pPMA1hps12#>7uDj?>kBvpy7CZsb@{DdO%CjpT9)KLry0VP*bjZl zM5&8)a}4II&qDBSz+`Xks7Ud@2&E!oj?b+$AhXVKvK5(;p(KVPj;t&$+#$Gf zRRF_7P|zE0G);yZ0|Nz7&>LXMR=|pln8_sHd~S4BSr8jej2t}#11b6}YW%hX)4u~; zrKq8sVG8--qB6)tF)P+VsK?~to!uq__Q7mxYT$3EZ&Vn3XjTV?QjJF~&E@53Hk zL*b4iQst+wK)9#>Q5Ualw+|X6ICN}(A&paU7JYTA;9#7BYvS5i`=|MSF+y#t<3~@} z6?p54@^8um9Q^R#(wvUg0NJDlZsgdqy^LZa?wnG5l_k>3jD39pKkypXN+pS*hSN&e z;3rW62A4plt$?>*VG}ewIM;r0l^c5sGXP;3{oMG zj*Kt5#u51+AnstJ9jFcXW`>aQv)j9QicP zcN3{eyp~V{m?WF^kcG}Db4gB!8y0X8oUSO8a19aMYSl0O%juy1{ZN@rX(wi)c2H-i%Y3IXOaFd84lo14O?~XK+U%X(^B~D zI;qhhMwrR)cx=gMpC0Loxtc+LDFl8n13T_NY7i5S+=FL zm3hN%S_>Z)Tec*%WkKP{h`^Q?i>B<8AiE)x`xRY>-FytA9BG=m#|6TvROqcxts^x` z7C%>pn5@OHSPqm24@2)owIL-u=_f)vj!r?*7>>%V-UT}u!bP70+mHxRaY50ZB;J_& zh&9d?dZ|I+WB>ftsih>YV2HPpK*(a+g*_jkEnl!1X*mL!52lGnyN&0m-M)G+lC75Do~(IMHa}lX90wKaf}( zCWAhh4l~gFyKq!U{EE!9El!t%bd|+SO56seHDA4e_+hKujM1+)JN{p8&?xT)=x%&C z-`QOE^zI>5CN)C0oM&qJi3TF>rX!8SO2;JTkBCp}Q65%cc9$a)1M{ND!dWV4^ZrUG z31&rk09PZvFKl>6uSak#l!(UXk{Cv$0OS6|*M^8zIw|a(I)TZWJP^6}$Y|Q{xF;$gx%xomglkBjvJYWM@vq{- zN*Ivh;!5a{>I;78U!4-K6aLO>ITs}qFh4z!$p}X!YmrLQn@lTbS`~9NV1s2> zscdlnnLYI70!Jw*5UVjx3$gNM0vG*BLoA_;40A$&?P$DUR>+D~(87h{#sW?oSs7pU$}{@ToHvFPNyrqnKoU7Ut~hLnQi1X>M{IU{VZ^Y6ev%?b zY#MxtSg~+uh>;I>HGeE?ML`n~HZ!IW7E)o7>2WewA~_S?+6|5SiyK4xg*H4lU+@J7 zc@kiU5r9b?ODzNch_UPb$U>}GNd7&0=rXlVw*L=P{d^?;MsS&@qZw9wil!LAL`ff1 z9ie6zuw^fWk%pu3kx8&tF4j?_DY_>5iHb+L*c0{qhj9NVkD4JXyazGV%XEkjb{|Q! zG7ZfoFsFug6AOhGgGLYwy?+*Q=dtC!HwR5;ruW9LRhPRD{|SjBT^;?!tG$&NOM*(p zd8L(tgGmYpu5Uu*ul$MRBGkugJAj#KAsF>;KiL3;ar$-HH>E-{6k?ti0CB`Nt7#^*>4-4Ogyk`N(dzN z3i}#85PA>krs2iPdOR_bM@5F#W3zj-fUi1&)t;WerI0WkiYK@+i)xQ|t2ECm*CR@* z#g@z+3Li_L7b%Q<4f~~A)s>1qMF8IEXQMG$@dd~2%LEq)jnu1Xd7tKjGBYN+Pq{D2 zpiJF2Iz=?IK!zj)U4ZX@GbOqTm#b8-y~#UoJd|}j^wZCpuW$O{KmG1W1c!j_V^>RI zi9|5t1vxGwDh^u;0VDFwO427WCH3UI4GBdF^Li1q#x*LwPyurZBE^0(X*y=Ue%G-z zn7~JeDuH_JTxUW+B01*~dipzf69z}Dhj<%5Rca=W9{!d$oQ5)S@c2|!&1}vCUDu&9 z%O3o3xuuiRj9KsAql%UQmUiNagPnO^A%c4PTU&d5y)+{=WnmfDkF&{1VRXSPZ0-Qti*a}xvlsz- zC}+c;8_1PS-_c7oUl22IXpc}VRZ?EoRAINj68p4lDpe?rx4^eUfvFr1ted4aukJjvUq_#c+6bkBN$|`BIRAdzWa_B>vTQJvW{2 z@jz3|Xr4}^zg=M9m(64#TO%$gxb5iSF!c5H|1+8PzUoT-`VAA`@f}clx$7tTh%YIj{5v-G z?|{*Nv>c$%j=ahOj23|jr30?I{4VL+0(kbHH3THnK@7qM@Cn%MqHmyKcv7dRucN18 zb>3+E#mL#E@V+`25?8MGi*$Bdks?)X>6Ui%2^qKr-qzvsi==LD@}7FY+~)6?XVh-DFm3anCw>3l_yWnDElIrnl`)?b2qYFSGxOl%j%%2Pcx(POX`11e>LR^)!ve zL%>BNOSrcYC%j#`uLR(LT{67rWB{yhxlKej4`yxWBI0mQXJ=`~3=s+81b1DnU{?M+ z)l|7$5jY|&0d>fu8A+mpzu#;2yI(I&clttr2`zt>L087=styY)D^=C!qOOC}IPY9kY$YH;66 za=$}7WQl)+EZC%67~47+Y3o+7Jg1z^Eq!YuRXKE=9XpxD@vjatNX+^PwYr)_MOC)3 zBy?o6t8C}G=+Ym*n)zoO6Kr0mS+C2#-2q>p_U>ASOXOLvu7<9_OhV>zC`Sojn7riw*Ir=In! zm-u3&_f70^sJZ6V6Bw}1RQg+%b=&mRq=mJfYV&$p(JLIvxxYljVJSa zorv?GF`R|HS?#GZ{)NlPrrS4gN9HewPkeI1j^XWZ$l`Jor&6UAFK*6vd-x6a2pN^tJv~<<^64zvk;(weB2D9M?_dcluVi*)iI953{r&b!RyDz9bZ}l9wf4i!{$b%O`YTm&d|&T%ISE&t7JTKxU(-1LAz;%eThDJn zU6YxOZ2;geu^VUh^@()&sPX4-J0BMOU{)0PN50nLkn1W4__Q6T89ZNKGkyK~ z^*`PfN)Vl7ghWT8V1gyqj3w2K6xNIqZ^L3&1he}#^GTf&WOzFKKs5&_6K^30c2W=0 zgV{@w+v|!gI)_%Q>!3DHHDWM)ae+cw&NWUWS=pysdTGf5WK>bnr>7pGqajl>Chkq% z*F9wJ5tu}n*dhxA zhlOO~GFzDWox-v6OOZ-+od#x+8L7N~V1A#Q*6a6?4d?GXuImcn**g-GmtL6KYCk-F zr>B2dl@*M>N$KAeXWWe&XnPG4%-cHO9z5j?*E!t7H|S@-DfetK92SX!O`=9_ zI(-)SvWYN=qV$}2`J+3#0pbqFLuAIpN1149UT~tP`7JRc-;!Phy*`N3$;`=4govp|*EX?$$cVR_{k-zVH z+6=K6(y+o7F$^=?A}cF@^js1dPf2 zcvRcCUxXff^@sJH=8eX^j#sgY*r;TCZBmG~>PgN66?poUG43Rl#aYXAz9~KPBI;2= z{?eB+8hEFfOl9{eOcWSXmXPU_#)cCnyl}eqw4}wF-S;p26DxiqDQ#~t)p~-jjJC^O z^ifsj=OpQdICgyM#)nJZ9j%4}$(m~xE=%v6%pRMhdQ@+WsfrzeVkmwf zE!`q5(j^^U;W6r>YDjq0Vc9i&Q_(O28LZ_%6Jb8xwJEZC%R2h0J@1FLvc}8fGdD)d3xg1gWFvzp@}cz>#-H)QeA<&6LH=l*7!F<>>#h z^^S3w_tExnH5rp_+s2jcCfl}MQ%$yQd$Mb?ZQHi%x$g5n=iT$B>vf;+{%x$i*4h>= zC3vz&Hb&&gD((=F=F};qbXcn7;Tp=yfddz_T5?V7BVE3Ugr(!bZ56Q2s^lfomrELI zAp&?M<>lc=M`jru_J%uyn3Oi>$`dZsKigHIavtz7N=zM8ph@IFg&&!T1i_J9!CqAf zq|M9~RW617-q|4uUl2aETPO&}Ip|ZX$a$gy_1~ zC*yHcO*Eb{RkZHN*uRB4JIMPI`8RWLPyxl3D>j$|aQbickvN5}dS?hfn(f7zTi^+` zX8VOsf4c$tUP?eb&6WDT{)m~;njk1%D5t_dLc*=K2(Z!Xrk-^P=RKlss8t($p=&u1 zNZj1hm~zQjJ$T`u*!F@IeW4-;s2Yn|HKXjY!g*Dl7vF}e7;~_nZpBd7mq87}zZ3=Y z({jHqa($kfg+d13Fz)h3StL+ba~tcR44wx6ssyJ50PwTrCEVSgTMsukH%-jV724(8 z+@1`p5e-<_RVWybSNGI)Yve8$*7{HPen5v_@=&l4J=Gdf+EhW zlTA%*T{k5B+cT|`s_2lak>VC;P)m(A7)d71jaz?;DaD7cKnt3FL@m@jP~eNrcP33p zm0Ec5>3eWY-0wNMU3s`bAovIOaC6{sCX!~oMtwff1-^j zOpd^QW$@E+`KfQ|k&_L$FGnUMOLK&4&*9a~Z3F$_rUJ;M8wdLoN-kyU@-A(2$ z)l~<*AFz53a;ECnwne621HenaAz3PK(*QbvPpg_NH}cGOj=G8`B|S^OU=E>tde$iJ zhHOn5m8P}X<+kvbPaFSR?&h8sJdD)HF)<0{HVf=F)kVSx1L(ltw5)LIW*DXt^s)@G z!v*k-O>@g@vi8o#cN_<}MrDO{b-z4wYO&kY6wPi1&Nrhn9E5saTUsKZ!1jSUMwCH zy9L1H!Pav@s41|(&#IHi+K(#*;R z!5AjPA`Ne{vOqKPZJfP@a8qed69hHCr)cnGqBsz(!4^|ac*|+*1bcw&A9nJgE@Hyw zXD2b985*cg77jy6m8r0~=nDRy!`I!#U!p$tyUnE_5JZjP|eH>bs7)+`JeikP-66 zB;zNkW+$_lzNPuPEMHig=eW=LRhUEiIfDA4w?(Zmu|#*h+lk%AydEM3lJUR$2x4#S z9*J1*rw$*yzk3spbKnH07lyeR0itF{Xk9=8XJDUaO@$qKR@{~MdW@a)tL+@iVyY`tI+XhbVi)T zZX!x3nS`|SP|7;Lwo@*1!4`1gNb-%CBioi_!eUBE zB^T={8Kapp|&UtQatvvSi0|2Ft3LEmI&SHkd4z67nQRP zV-mA{f6kX|v0rh29-Qi$^nB4C%y{zgy>q@y@c$|32zT9#WY&_w;LiG*;$$kLV0i$$ zzu=LDK4GOR(g#Fi@`k+hCSJ25MdeEznSG*elzHQbJW@N{G5!OzP1W+QOrkz2+`McJ zpZ<()UXLUXDBM&kfzO0yi&Ko<~EGORQg z-^9ffXkz@yBWXsuArm=>gp!-tn{raFZ_6U+sd%6QK76n}F(cKY(HSfN_?Q7fJ)7V{ zsYHz2X%pP&NmVAFL9#FyGi~wln!<=1C(8`-zYVrV|Q+CpkWd9jC?DEj*DL=GXodUKbPfE>pkt@_%nh(&0v)npvWj=yqDnl`1Q;@!-9}5wZer zHrw9c>voO)P&_T0RRmJEQ(1P$AH%=Pa_1cp?~D9KLuj6N!VTioz)03{VhO4a&Q(4z_ zz4f@IWqrD>=asW3wrkS)$S9}wjTS5N#@r9i`Z#uGG-yKQsQzV>78%JQjA^@kIN-Mh z>rR&y%@-T0fW|%l^z|GK-h8mQpY4kPja-n!$Fsq1su1U^H5E0AePd7WSy$!iOfx9^ z?do4iuzS&D({$tsfLaI+-U|*s)h)9L6oN0DuWG0aXFf z=^Qxa-3LI%`D|Pam7f>nM^SGt%q+yL?>iB{6s{Z^bBb)QjwU;B4?I2c^3PY41X)X4 zJMm9RR~No1igH){nQY4*5z$(jZrsq`FGiX1xpdW?J|bwB1%%nZ)v-gDUEq)suF?fm zaj9uO87#E;K#u7n?b^!73~4M&qZz{3U$tH2DDkY)tiaC_u=SyJK2*T|)G& ze(aR~agc4eAE+S)!Fc1SH!y$;dcv~LQW|p&D4zIyw5<}b!p`<=vyoXBcQr(yBNt@swt>`3_t#9hUf8Q%281!E}{oytGy+E-Mng9dZf z^Q`0id_aw zWwf(DgrE{|(x8R9($&dKj7A_?HCURIS_;(f%axMkuZ~i`U&m$F#T9e?z`uN8=bT$# z%j!gUP~cxIWyJ#eI#57QOJ-Wbs-^NS9!VR5{V&9P8+XVgB9b|byAWO8DLHpQ;qWek zCRg~DGU~#3gclXU2EIF=URgNCQg@VcI}5?iF8MC^7%kYij!IU-!<}GD!zjWBejTq! zB`PBm$x*+#AgZp8`R=bGQbEkUyHL!9H8c^$#~CRDOuBOBesxflO0j5(ma724{boHJ z_a`8-q~_H)TFPdd<=u{%=<3rXluQOz+cmV)PYcuisOHp0EI>Fth`Gyi&G!J`AJSp4 z-Y;c@8k02FrIb(qYi#Qd4n`XVT;7uM%pXSRrtYLFvK;9MX=^RA3URLKKmmM$7YQ7o zs@k$^r8~BR`Uvuo0v+#!kGr-9A3|>PD~y(xppQtVDs#Qx74s{;+53C&u8Hw(0eCZ# zJySEaAx0VQV}cVAXwqpqCfx(rMwJ!F*#i+#PbYAr1_-{YwWXIK?#sZh1}s0fdsgOZV+*VH*Poke4;0T&7f-)HODR_Jfm zv%RC{FuNNy%kxO#cvVq66td4+A&B$x#`d~kh9uNw$0?$QUWw&~oGwl^;C-|Bv&*q^ zW4-dEn6M&xQ0`)na(W%uK6igIo`&$dEE46m>krDd%u&)W`SuHng=MgT^&bP1pDqN> zjD{J&k#8dH3#v+2`Sg34L2xHmbTtKi@No2CFoOWxKy!!Q?Afk#8UHXk5$@Iabor$7 zlh@X~y|eH6M=edK8C>CDl2((l1(H)YSQf2FQzL_j z4fq|K@QC+JLWUNw*_;1_xsL@Vcp*wmWh#aTm#a`IFvT&yqZ_AYix^)4It#iC<{-bpaUaNw&fRk zK(qBsZ(mbc3az+BD$f;#QR&ycGmx`N@J_b9k=kK^}+q|<__ZicPgUezWCa{^VB>kJhTva2&q5xS7)fU&lkDl-m#q zK{U{0i^ngcvMv6vztg;2&}i1k0S$quUN_ZHQ(aMSF_w{KhwpLq$g|4qto9UAcU#ec^!psfV*Z&Z@=@~aIo zZ?Ci#wS&5^hn~C4_3ND~Ra#H`BfKXyRT4BYRWW$!2+-qh1 zdB2IL<=<52XSkz*3gwE)>W_<60C)k4nbIzAh(ue4IkKylh7&8^y)6^Ln~73kZT#>P z|B&)~P9NstmPjBh1OVe`$Yo*-ZjS-FfCj9;+O4{N{z5QWT;JPVoB};Ero?G>)+9N_ ze{XaOT16HA@k$B@gJX7kD-d{~2th6iz>z3(e>Eym`hD<|s_3To|7bJsac^%!Vwj@V z)?plM1YDuOq1Y#~yaKjs_&)y$u%u#7_D0m2TN)kl4~b)qEPCdF%FXD+G2>ARVRDXz zu^4-w)*R^HxxS|mm%$IoJ1k(ggl6uPwVwUhi#Y|{qG>f9m6s}^v?&G-2A)66-|9Fq zAC)UNp@(V>tJpNcNo}v8NJgubN8o+((>Hr7s=~B*gR+`$gzj+8-iOjt2?bwD`b2{Gf9-*NeTbvtp0Nd3 zWf+FZJlBYVa6o=K zS5iVkVqOuAX*#PLRCTdKJyloekE>4qYC;Tdd#uCnRH_ApLNwc5MQjV@ul%?Y=6YOK zybVV5seY1BiMjiAFH=>cJGqoI`vNDiB54|$UI@gJ9&=Z*wc*usC8$pMI49=vTiEZNz85Xb2ot)VH!G6(t;_rZXCkU>JxU0NX z!2V_q!osRxytbg99|G?6-HL8WG{tXXM>0}vt`a!)4>89_!13p9cM7V z!-~h2G|-<~Wa!6poZ9km2Hcbw%Hu`(TL0CFou4{41bJhmrLw<>+mj{~ALIAd>Zm%w z+Sv9B{bRSbMYH?O!-F?6L_Dv8#~<7?qp%?Bzpn(tR5-8q%+L2*fKAbUNHh~s7b=W^ zVgk~1Vu;?Nes53qBd2Jx%8D_O>t=`dHNYPu7Bzs+^aptAAfW`BN*TZM{gmUO@6I_V z_8HW_)QXE*zfFktj#MTp(iZipZ`a4 zIi82{^x)ck;yt59t*(^8nTQS|GN7Z8j!T=3xA9e5lK4vDFsk7Em2GKjn{7~08o?6+ zP8p3%s~ZvIw-^!?CPc|pI@3Ql=aQ1-nVx(-RF+#78gIl>?G0(MvLrJf<44jvi_*D8 z^^0pVGs}l%{imK?th*aas};IPB_S@kKM#HkI_-^)7tB&HoWyiwEds{}Wb+rRl+8hu z7`#i3fkQvW!4*Ed2My5AmYFzmDaNU26u!AuJi;Z9Geg5|G00#qd^i6h-we*UvsnJDe7@G(S>=hx`>F0@Z%=#G?alOOn{+s(UqAIL z==gd?h>t_s$;d2#ThnaJ2PF(F$9eoOK6^&u@*LsbdaUj7rg(Ki)589KYCd5iK=`X+a6xGcvPGkea%HqHt|@H+h=4ho1k7gG2;X zrLdN!=vaoba^kI7=F_)=#RzKZH@Oqjv2o9d&pf_PifjI^hMs7EZHV`j;Jw&6yu;e)PIGevpe42Ty7G z7x|yK3g#7jgrcG81k+GI0B-nay$Jh9HU!h^QQ-XF=9qQfQr%ZJs<26EFyi4LbBJ3i zgV(?WGBG_?eZGt@)>~rP{l8ev`R?i7rAz;Meu2S8z_vFk71FNyzd0 zfXb=W@6j0VIzRKAxUt?ke~0`Gp{k61gJ5PKtBq-k4E;Fl+*p?~dsa}~)1@2J9KdJw zn>23e3Zgqz3L`ZlvO%GuuV?C!APtQ%cZ^O#SYqGQFdQ@W@E>|g9;5XB6F>cZxtYVqLE>Sso0DA(M81(UBUb1&!Aaod>3nUDPPwEc*^`ib{ zWJjv@#Sn{_%kbxuBQGU|g9Ha`A00|nMU{3Xo*QCq|yohDJnISNu*XkJP z?2`|AFMavsMHWMyFWHnc8{nhSdnGY z7|!BGOgPf~2sp0xrJAVMuQ4uZPrV+rUd8K-yCk2!bz6!&SaE9o27>L6U1pGA(IyWc zXqw?pmr>SjY@d;QPm%75XaHDd(WpOBU{lhxrA=1H^E|vireD#ajVoM%E&$z4UcA~U zWLIeySUvFHNm&-8ME^P~cmEIu9rj!Hf&|_YS>rC(x4W@>Lq3tEdK#@AHolW`4BmM9{(E_-=0wiOqYbZNY+-;6!Njb2Ecm;wEZf&>}PMD@dX;`##_@cJ>+~VmNqsvWY4sbkDN)5 z7=@DgF$hklKL6}QIE!DY6a;{8A7ACYgbjpb1UY>*EBH!1v0W=pycB%lbK+V`gA6D;>9wD;1h~6E;r3rz3r%5qYRi9}NB#(w4*unP5C9`xuBuUkq+3FDo45gDG&i;viS;=L|9aj_gm(AdI=*G@s&7i{q8A zp8M13>HLYffJ@+k3q1B~W}O;tC_v~k-`{X`D=&}P4>-N+ub)D_|CD8}ixkcdhcr2V zsXAb%UReA?^WjbB^P9eXR>aTlPwZI@tT-%`jJ6CXQ!Z zLPbmC@81y5t6xS=LCq!0~ zv;A-iYGBC~ zuKP=*kVRq84(mB0u%=j}3I;r0zU0`0qr-D^JRFOzEc(FRz7SzJ6E~QDBUHLZxIx!8 zvwR4n=7}+NG7M>W_Rmg?I0H{TY@4V{7#(aJKNb;WhKZ%#@LQaYwwApqA>7!&@Gp~h!I)5q-@cHIyE z%(@M>`kMl@I3O7E>FwdBF}_e6rY7di1tz~;X+GMjF>9}hMYr!);5pQCno;rxhn)Ra zK*Om1AlD%+ip=xzZreqX4kVc#VM6&LGbd#v2aVq|c(!IB^|T_J9#`n}lfW6mvFS6o#D0 zlUjcUlscMvo`C@%Zzcb9Hy_PPD>N(}MSy<*+s;M}6yhQ=DMx27LuRw}T~90Dt^adm z=avi#+IM03kJyTUka)~=>Vj2@78}XHq^?T97J6DJsJiG_;sxB7CuW>sUjnawVs?bc zvHhX{gGEmbybpkp>Y@3oM2;ufY~|-$tgey@&v|I0^kg&t$B#l~RUmw?&CK&^@{H%V z=UG)8+$%va`24az0;7Q6Yw*wUZq$RJ4SYOn6*bne)me7XENMmbu4m$3CPv>izj)`X z9GXyGmjgsJxj9ie4>+jwG0$nae^L%b^(3?D6Q6wR6-Cx5HkDF%@1i$M&o<(3S9ywC z)AyCGXKgBJv{GY=2D49yLM0hQM7uMi8^_DOH*JzCiXnT(j7d%ByO+txrVqQ#GR#=E z{!w+kZ(1{b0c{${RrbZ+qsW|oqBD&SH+qC=z<7kZUa`RN`1o+n@A*?QH^Y43#wxxr2x@k4noGQ9^B{yaO67V`Tiw{pMG03h4;gWLfIvK zx8L4mn!D4uIIYLUJY-_Kb?3*dEtf(bpYm~iL^wMqwf*(qp#2iL7fPzhmtE`s4J(Xn zU4m@4IZSXAG(PEQ-HeI+MZ+2BL(2S79SgC&d=-GiK(~t_Q1ig(2A!9o6eTKA3b+W$oie*(8GjDC7N#yqHV8eYt- z(uJr?KzXMuYt%betg`Cq`8lqHMF=JH9V>6w%L9WOVrCgkS{RF#TMN!`teyI?EZ$}g z{4bpn+vz-UE4K$^n5c9gmMB^NVr4ec&p3))3O-IvikmmD{~FR(LlNK_fD`k15ObgZ zS_f#6Ie_q~i&MAy@k~~iZ-87Ek%{fGEORqi8ov06TSOI9!*X`47o@)k6c`Nt8aQskRW_`rET=(vz6#edTBYg}JqTJyx{1ecbT2}dvotJQ>JN0l1^p%;f z(AnMmeE7EJEW1H6{EFq$*VY^3>{c9nS|Xl$-Or2~i93L2WsP#J^4QlDrU<5tvE5%- z-QI8ZOwFT$b>H^ooZt3}@6)Acqh~nYEND|vSHCwK%IsWwqX8OG_||uPVFD3amr=-x zqYV+B=^lOcVO_?n!;q-WtQpPmp?}5TtlFMs7o1cTecK9eyg!FsdME!g(YFC@`la~pXBr_riL7^P+JKI-!?Y+Qd0lUBqW9s$x=X2TZb#;O5-(h4# zBSetg-=}rO=Ypq>QjPm5YJuIjoay|3n2)y)-KGD9Omz3q!JRO3DD}JS!F4io1z5}n z$Q7)>6^THBUlkYkkJ@uM*=%=GHHjya4oO3J6Dgy=4ZgAzsp38#zNnR>AUs`q_gAY5 z{}C*GuPQA5cXtRSGH$rWh~IJb!zm3GPC{E2CKlWGD*u?t7mX@HSV3W$OSqw@JclYm zW8)P5eB_+Nk)`rq^ez%a*X&=>dwDssjZW*HQOe4k zz4+16a!ahAhIf`MlAoXOfG4h?SpL9;d^vJr=#>=w=;H*Lzl6>c2UlZXHKMd<*F@wr zk`Qq5X1+lIww~bn-r*-Tl#2a7M5E<#j{V|)HY|ZLuOrB69~C`C_slI9=-x=jY7M|F zZ-s3ZLWqaBJ+QoJ;9JRxAG7VXRV6H~5L#Mx5&rJnkSQyBkz&E-Uppy${>ml-Zqnku z#g3v*u|KZrUq#7-=lxm&e7n}HDNi7ZUK#8>-w?wB47YNY6l~LzqcQn`zB75%)zQGi zptV`=bBS1Qg*Je1@UsU!d9Gb>Ki(H@D@d!C&pYqu?)mdC-97yO~J0`1S^ zx9kc}-3c(fSu^GI;zBkd zJtZXtro_vui$Gh8qMwJeBP8195;I=75L^(=K&?BoI2?AelVloHqJ^@5X}Urpyiy{kHo9Dt%QPS_RChj( z(5Q&@UO3c$L~<$u*~vh5NiwjZ7_+_Yf!AMDZZ`HT??EJjck$#pv7MO^E zgfP7N<^u(0X8;nEHDqZI(drl;-CAM~AFq_qp6HLOCa8PMgf*A>Wr~Iwd!{*w!@kM*Zq9Qn0(J)6? zDlu`zExxzQ4t|O2ibddR45Yb{h%4jd=Z4&H`*wb$Tyfa}i*!j&B3U~%9+p{V_D6-~ zfx4UwgR*M!?pBT?eNFd~I3zD`*h{G8W>@0UCa(mcD3U|$?G=#p&{|(F;JyVYhn+eu z3QU|Z#0mcoX#sl21vsbG*AKmqsi+y!(ePd1mBdDP@X1R^408#iZUd7W8;+w#1NM@2 z!H&B(QB72jhKi|m;kt~>yryD8$h?mSJ&C@3Sjcmuw48dOec!?S2$#Fr?5-UDB_cW2 z!1F}Ie;smTGe_G7pEX5}3`4Ky-Dnupo7>T~JW}TSFjD3#m5lx1_OGFvNZxQ8f4p)z zIGYDk6=i{IEg$5|Tb4*XS$(tJO?LmH9yvJNYK_*UL;W`vjuwszx_9FT0UePlrTNd5 z*vVn9&dlr%dlL%_(m(^Cqdn$|RrPiA+Aq}lT@9nV37K4E_zeB{ zhr{^yMqix*9^AhWxE%9w-eC}j567lZ*8ty!?%46KHwO8{5wFh{&(8g0Q5DMB2CEnE z>F-@;PmiN4^DsD$6#I&NN*r^y7sAHpF5wLBXbA=XBsy!1+S-l5nnyrcMIh17-x)D< z|4<`sKgcHKR&lkgI@@@V7d*>EJFF@B-VrS3DON{vU`n@tyx#wO6=$#_``?r99$E1%>(#t9gl!621q%^qR@>dCD$+eYd;_( zVgM(TV%m@es}Zln(JOrnF}wdk33zzR!qyhwyn^!DeZ#B)TV0&NuPYPahidOSDq4JN zzi(8VJQ$ub4`jWZKK0LkMP>ib%=LOyGR zDoc@7ni~SFX?3!>ZadLG0Kg{5rH4WsVuTm=apfB2A~WLpm4{?Khgj_!1xTwCr<@$# zl(m+%woS9~!pKpY5L~CV@pMC|s4#GB=i1GvRjfNXnKiZ{DEZC@Q1vr|7yg`vK!-L} zYPS7G$yWsMWM`+deo1Pr%^h$!5s6>>^2WXOJ+Mw3{xAI>}P~F&Rin zNrO-s0rB@a{D?sR?eSy2p-g)QF{B4N0ly?V0$4OL(?NT^(mKYGG0hGpyVZW)09qz) z^c+nmMucuihT85dZOn}^>mU6(on4?wR1G2iLcFS7-Y@AXmyFG_XBwlZ;9Bi3sU{zkqL?ZDd`8I3xGww|INA1FJRml zPJC3jTiF`6Ky0K;opz8fF6a;X+_d{+fu~q!8tSMHb&H0W&l!VE36;fFJ^TysPTM+< zNUsD47Lj0ybBX%f_CHkF@O@r``yx3MNv+>oH=~U|{>P`OLD*rzBg?{=barjck)EQh z$A9k8)$Z9tKfQtms0e}n7DKIY;L0LnlarHkadVSrT5MRg@u+u#IRRWe;d(Xz6yfQCS|oqhjN zYHT;sbnNJ8`g}(RTc^2?gM9seirU1y6U3j;g)DKPcwVCybmWRg|15+i>5611oT^LH zkdh9Pa>0e)y-UW-0zD%L;8wtan|Vr{I%&;*r) zXdDejmD+COy%meN81Wb7v}3}T89hL2rAQNMyWePPd!BGG0q@}8`$@U7JmL%s?mj< z@I*42RA78v|A205*jXP=oYIPOfjm822qH^{aYurToi9IDZo{5B=uzd{@y)Wn#y&NSPG+ncTL`_%l{qwm`nG0J|qQpWOw1>$3%7(qCs|#PP zH92#(C`n4dR}kj=di&qlzP>j|crk%@65Qekhx^SFvN930->tB~MY!FQ32nP3`tYer z#V@CTPNgln**K2ynp?-#(y9v+6JC=3aNAp`lE22ZQAIv^nHO;VylDr4PJzq;q==0--O zkZ^j!kF`l%F2g`>2M|{h3fHwHO6yOf#J8>1it?7vXd;rqRgg>kbq)F-PWAs0Yayi8}+{w=dcB zFCRuWRG)Y9f(`~s!P|n{<%8t?y(3O|4y#ZK#}AA{!o-vyjWs{ zj3_A3C}X1vla%I!*8njFU{raV^L~DOc?<qm3HcpztmupkG4JJZ>mV?DQmayI z+FOeNNg7ZQ!{MQhY3zAK1?E803L<1S>b*%&wq8bMAe=IES4YCw)TwEo;(0;%%^kWsa_q2UEV+#+<1Nx- zp1cz@K;C z#wv-RRg%$`JJ^<|o|6tt^2^oYopU4eywV1jw={Jk%Av9PIo5?> ztND8I`ec5)u#8vL30anJe%;+@-xByYw8RHVwgY0f-=VTIlZuLBwHJ?Dj*ByTVO1qt+OrPGff6`)FYKUqBARD2B~K!V$yfT5xu-w_!MIWCu6?N~ zYo0vSNN}RYT3n?j&}$lpeHgBN4x+v_>5mAWGzX7Y0s1i(L&KXP2%uKLk@#DEYRxb$T7G-X=#@z6BPAe1^XJM-UWZz4x;n1;JJ@OC@+>@6^Wy3s#%X zlni6n034LQ!SP^r=gcR>mBabJQ`UJV&gWA1THWQxuj~mb!@Fe(X5|sCt#k15_XO@= zuS7>nzs5?kc0-*7c1#ZkOKvk2$CBu#srLqpY?7eiml*b4wum?AH#EJ6wQS^UXO~Vi zdv2&qUwOcd$&b`j7s^D9I=Ujc^}2LD&Z}_bvOGu~Ocl*Dl@fkxAB#j_1x9oUM7?5x zh3YMzJ5;x-xQ6Q|`X9C&Y*SSr*NO%H*|O_8Er;v%Ad0?=dh3Bgg`#)MW?OkjD`2zd z%Cd=QYvke@u<_*m(A6=W0mDRwy%bZSFHt6d1a{Zjn>02C>qc#y%4%czAIV zTzGAKW(NTXVJ^`VTk;Pon9K%;#~?Om{^7r@x&7tW0%FB{E6spM77xtLoSuia{}CyE9^ii{Sp=k} zVj>EBFwK8w$@?hrMMBY2%>5FQy$I6Kaw{^A6g=S+mNPfpzRn>fOJD;30l!=!z zT~M*q{Qgp+k%7lTFx6PEET_Soymb>xGh7@_A51M;xWF_Ao>b*B=A~f~Dru~41PQytzQuN0`Lm zs<@xO5l8zO>|pHetfG4iLwh{`k6U(7Q}wn${g>N@p9LkCdT&qo&W1b_PV~X?F=xe$ zihleXeX{iJ&CS35dAO$VAK|L7F*;Rb{2lQ7=slLiHEItq4n_8PKQ=#WblZK&!G-du zIx1oo*h+oc>5iM-J8riCfod{?PnStGI%0A*pNf@Iib!trrG|j3sb){e@(5g{%r$F= zNVIUd9q0;UIO^@30FG0%jD~Y&wZ$oB2zQdoZ&b3<2*$=aS^3)AFL1Yp{h12F@bxZy z5LyXJ@d+>3?VF+9M9Acr1a{0BvQ!|%IEr^U9UmLh==5N=OLf9_*a2~J28>P%OotE1Je(~?Diw+|J6sA%FOXMt8Pm%T z+3f8d8yIf}+ih~_e7f3$3gD0KL{A<=yVaRE?{F~SjT|`~ilk|d{`GH+T8`WQ4!+D}oaP@`#UGWRy{L4Kl1C~@=1i5+2izY&B zu8wj7{*9|n)>wY>NQH@maADP~jMiZLd*@}@NVYYc9o`e6T>$%8x_4tCRqKVs3#9$)MpK0=j{(l4*0z7a7Bf>5 zYh>hQjh1`a%Kl%F2=Vq>;=)6Upd#W#i_cr&w&}!_mQw0%ZJkWuNmi*iu@y$mV~)?@ z;Lv7&;L)Gp?+{71eBwK_il4eUBPA;wx;kA&6aX{IGf`&y1SRcz=J}Q7f`ueDlj20k zFRH%;{CL0;#1t7}r5!1x3NMlR@75F{Ob#603now^U!K0u$C~F1PRe3$*^mm&Ilsv5 zDQWwY&yoAdqGFISG;XWrAqPv+Pm7N?l|H{h!v<9pp0NKnHew!|brs9Jnfk9z5>SzJ z$Z+9^Oa&!Z-#Kq#~14I1@A5$E%m1F(RgP26g^@f5J$rw%?avRcl$D_-6uU7C$w0TmM)U0zOM2ZiN;j2hax{&HrV0E?)zFd!2IKMESDN z8gD`FH1y^&4|qcpsbMXDUt?uhffn*(LMd<;dln>E_){uZc=6se1pmljmx9I#!diGW zFh5v+_s+tl^*TOSfb?h=>%-3t92Qu&n!#zj7~SY^FLKSAs3iPyYj7|w*!JK-<4$Nk zCpy%`cAb`*1h?VAcDSMKo9phrv|W&iD+{`L$dOiDVKb@E#D$oT(T;TsbVhGP%{t1T zKOGqzEhl9I>Srf2&OE)n_b)G_XZzv@q`4*L$GPJ5gqxb{^rI`AEOiA$2I(FNq5l$sJ5!vNRyq zv>pSkTP1CHqQq16L)76@4A}{*%wKojDri=5c)7tN0o1$Z>B8gOqlf6-i{QZz>9+_7e@hW zPg?q@r|&yrQc-CF7S+Cm15UtI;tJQtr1VO6@Y>ZJTyuO>En? zoe3s3CUzz^JGO02%!zH=wrv}Kzx&%~ecEf)b5~uef{nkTSN)ROn>9jI6O2kvj;fko zb-bQR2dTubPq3%D<)})Gp)=WFcn^&JRZ**|S?76S39tcxQg^8ih6Gd1SoQuLA6VQD z=%bHECWPal=uRc5*xY2PYVpg{iCj?j-~Y^3^wd3$E14w@`S5QN=0xHmUkBZN0Rr@?KxKQ3D zZ8bBZgxkKez3bBfCb8)_Xu)TTxCT3=HY0EU(}F!iqS%v%heuBKabjZP=ILo@co;gp zkuCgCIi@h#k-jsn?ri8_cuGe}((Da_d&ez%?(#^n1Q790O|T4)E*H=T3=}!{wHJWH zCHjUFc(}mge}cvM&ePYjs9Ml$yPzzFTQ`)o&r;e}BnD@~bYhG-;=KA<;-)L5WS=jh2z9ST~qNmWyxEFFYa z{Da^UI9P1>l+>D8`O!I)@L5x_XVcv5YR;H`Q_oq(~Eo}NFwmGRz_*Ja&kN7zFVEOc?wg%(jmyr(b1+HA6STl=!TIAGRb znjEeeM{uG0$0001UqZ3J!w?HC(PLvIcqWX8KKC~lqSpTS_s&4!VhQ37bF|9c0M_kzHSGLljgAgK0`xAyaex= zn#@M2&$Ugma>992<`|?yojFwXhp3c%G2oc_5w0rg)2lv}n;SY?I=I&M17&xc9Z$84 zNloRYUkg|%g`*o*4dT%Wy9B!KhN|HGLIph^kF})@P}URZNy{hp4z)Y^nKV9>tk#_0 zA~g1liUDf_VX@;Y5(iMkwVX|)4Xy_36MCWa0M!B;N7elLs?6Y0>9=;)+Yp%N28xOP zke4jSC92a_rU%3}_3yFXv0?67iexIi%<-zo_AsW1PN4o3hvo}a)btDgFtCLk7jF6pa$8LE-hOwQGFrw{KLvw5AM4eTx8^0Sg?7#XkvdYWLCBS=M zUti^#YHMqOooGq^DvOE5k^Wy=Kh2;?iVn$Uip;4x)ut=?ME{Z9ujWiK@%U1JbR-Qq zS0m41BK5KBZEe@?SV?BgQCPGLHoPZ_=nyG3q$<^2=?fj2t}82WUS&ov0U>sCm3W)s zpE_ub&n3CCy0+~FesnF+tMPyj7+>#ijKxD!DRSlft2E(U8a74h%qjBHL}?l=Cs5-? z!m?KUcP~+91WafSHa1^ko>R%Y(54FN~^Ws?4{1=J_M0nHBe>jp{+x3^7|r^ zTy#s*SAoI5K0D{1L+3oq$32o*VSfkuiBgJeuH$3}XALG}jcUCzC_AzFoMwiplN=7$ zcF%9lmdw8Te7%|jIfOL875dx@IzE{T_dn?XC`{Pg+^;OV{ccms(6WxTbG5noZeoT{ zm5t3}WZbvz?#Ct2N}l-9$nL@YbAzcIXm4iv)6ua$CM6t#Qz4Eti;`@B=a~xrB>pO^ z!w*b2hnhBdUdH&EmF5sP#0e3mlk{yH!DqL&?yDCZ2XSj%+(=@nnF?c=GZazJ4jLGH z+Mb}3t))r?q#hSH#PWTk#mTx@K2Eon@6K+>PKgE*?i&_tc49XFulv8-Y{cCzYz&KS zmaZlj2Hta?dy!`XiGY9Jt$Z)GP?`_Kf1U*y@z+AT+Pc&zG^uN^$$Pihuw+63j6Xgh z$f$!5AwmU068G&7?w$(oeaY77xW5&Y^z^pEX4uWkk9T$yB`q#=`K73roX8u~>=4lt z(|p@zn^?<&U=;9Xb(nhmtGI;!hj+Lo)g&z=>hbt2cs;ZiM_Vs9Ccd-1A2XEWSMcB4 zKx1qAAgk^Xt}!Q+66@Zr~%v6X%i9ywsowr^6t`vl*_i_c67pcUNk0R;(` zjaV}1DJlS`!E_AK%2ev|Ap>C{C_F(2vyBnUjLSSbvt(sujl+%}Nnj!cN!cXBjmPto zp=A-@*i^3k!j9e(?of3#4jCU7Z@J&fg*8Ffa4KBLum$Z8D}PM}$EXk6$`}*4mfc@2 z)E}*!Fwxpz&58EJ^n2eVSkYGQjmd|@JYK((ZGHs+97%F>P!osS+am&JyLMyXy-LyA zyM#hF*b@%+hfleQBMvNhl*({Th8!tzlr?$C{e+>}#+r*&TnXk(%`?H21zxQHH0p7d> zrKM#nyi>OuSUTU-|CP=hTnsTxQc@B-DZ8nusa%tjtLuMri@v^o)+T?eV&$Q|G>fE4 zWY{!~9qA^bOMS83zg9greXq)|V&`@q>}W8LKmUOui7_fz;A^oo+G^KycUqiZj2`1d zG3Lb4Sa!*nZMXvl(+Xaw%$|;sWG5$?s2s-W0lk)#ZGdbJTR9Y6V0{yazpWC~CY|L5 zcXlPZ-44#ute)WhK487!kDDi-1})ZA<^T~|wb~qSfaOJOna)_-YA5V-!@qTPJ7(5D zrzl4C;|{f)B;BHc?SVXhbZwNz3IW;~1FIZDB+ZSx!#NHorl?)Gk9goZxRO5x1_o;W z%u|9PK;>K3^ zLu?2K2dCqHitl2zKD48Qe`9kqoyUo?y5kOROg&2%8Uc6U>+>B?fYWM;zU%AloHO@* zTgpC4!Z^EZ>oE67_HkolGBT)JMQv-{G>G%LTzvWN%&e;*`F^?G_;NgV+RLs^}!r zih4U<#Kju)t#aQ2m6K#4>`tS;N;h7JKX$()>Yyn6eZ5tS`6kDJpLZpXmhQ0nx{LI% z&?4*Te3n0ea9Ar|>u1Z>I(Mn3q6(v=gVR;bK z(Y>~Q;to*yYobfa!4fQ0$SePA={{)}5u__)HkrjRx`0w}J9~nvJ%L$6s%!}-UaF@l z7q9h5Imfwa;AwtYNkbiZem(^|R1^Oay4GzYf$~_l(~~1SJUohysTZ)$SlMBDqtlFZ z0l>52vi@YgtGL%rN70c2WM^e1zq|?tcYn`o_-?QH{qVqu`VBx%SM7_(3N@(r zfujj8zNk)%E-Q+9-#Q;pgg$b7nKOj)KrkAOdplp%R~}thQ3dHbKN-5)SBTThkZLjJ z7K(X8DXRQ>{(6XkkFiBJJ!;F?{27fS{^27KptO^fnsDh&|H`851T3^O z$CZ1+tdFK8zG0}4F3RHM@4zh{1`%Y4DU4iWU{7l*vMVTdec4hq8j9RYpdc)WBCEW>dnuz|fmRDQ*Ic=KFsO;2a4szS4OX+?8#%B4KE8U8oi9k64) z-Id)4Tq9$%#tsG!&g1n&A1nAq{omp;BHs^($ae%>_OP8DgDs!;%eLW($;s;Q(vM7- zsliAr9?u7AEGE6eV%MHKR>sUT-Kv=uFZYDsmAg`wD3Z#NJn6HlZI@=ozn2})&`$g^ zCnv`%=gP$oRXk-$a5SiMlgu0eR>=x_1eZz~U(nJ696%x`n%ZNqwLr5LwiB&T8J?CP z*^9M|HziU~=okC|eLIX_UqASI$+1J%T5kQj6EcKi+Q^AdDABGMf4npWIsV4@*5SBf zMS0wq$wL-*a1L4taUz%gp9(=0;ZwU&7+x|~Z8Utdko*U9iXjdTEg)$B>EeRx*ov`h zsBdh(T(P>(9$^rNJ(|jB9$`odWimm8GO`d|Q7 zfx?y&PH>Wcuq^tV*}>IFYuO@788$Mc+N{uP-`^ryqCb?#C#=`N;Am9rMA^w6k9_#) ze27P#w;;xruFViV>LR-iOOj1;D%aP4qeCC|#+Oikdv*EEwkfPVm5}7kh~_>7`rafI z4t_hvKzuh<6({?YiwCB{mY4EV5VrI0ai-z+%y5CiW|v*z!HrxBHGw{kQ7>A%nR3}b z6X_dtz4OoC1^4)yX?>>z>AYb@+M_8A3_u!LQd&!TbD!XXmzl?% zwE!TYjGWsO{x5U1-Cn&?88qN$!0Z}Sb&jihX!(p~tTFqNM&iGJ?K@|@gjmNclZdO$ z`%63eBK8^ml0@DEb44=0WMr%yGDQNRP;hWY_XZ=Y-}%2O0}|8HM$Q&1Kxb8_$HyzG zME7@hMa`=q(M9V|m}9)FuDKwR00P@9d>NPEl&BWcIinw=^3;QW ztGV9Unw9pjc7uEi$q0L0N2(S*zg)%T(pN%w-_!(Z9pEtNIP>;JXvJr6N_ic_BRaK! zvcrJzgv{PV;zA$TyH-6lJi%b?B#z7CzaHDEhivqqqHNe?3h@sh1yGoc89kfj4UWxo z{3px%GgCL=FPHL@Ic|ADzIgYqIEJU^AmR$SpVg&dWSmz@4Qr&bvKwJhFQ78xDf?u& z63iB++bmnmDbn<5D}#Xw#Xs5KvX#%_f#94Z;jZGwse!mtD!9H87E%CTahx2m`)9n! z?WkbBlt*ADojWpdW$kHq=fy4~>lxT4tXFD4&7GW}zF){-kYCP-(b-Zt*BIMbGiSS_ zC1}(f9glt$qSBa83(EQQVg>~04X&T}R&<2h3=grb^0#why5XrHGGYh#tlBHjS+8o` zau=sKUU_vhPiNvM{+QGnrCfWFDD{;6dc!Z#8EG1G|3k z4u$ncJDVbd0fSy5cXa)xfancV>P+5BEOD~*!hq_GCwGJFeyly%mlxcyvH5=;z)aOo z)$vj!`(Lkx-wBby^SY6^GHEbjZ10Xn&%@K}2RelRN}uKuMU}DS5MqNw?V=SWmvPiK zHlVBPD|ee|p0YUjo_Xp|(&4Qxp{lBV2S@y+ ziy3deFP;yp(5Uh8@!IC*?lV_9jVhDD2#l7tHdfmWZauF{4&d9Sy`fhy%kH@Iue7v< zpwAuS~KRqa|}8}FMyXOUOM?!zwe(d%GE{=96jYS zB%b-GND{fekF82)6g%#~)*|<=TNja;DnnlvI-kVFy?DH?Xy8LE=^4br!d?hf5>x8K zRcAe14kT#a({YACRgFZri1;w&;jBc{gf^3ZD*IqGnK`mriK%Y3@g~x+&8;tiwTrE{ zmMR&aUdmOzl92Z}#ZPKzqM{D)MB0mhfXZ4sQ@6!f*6CJBlRMg`*h*QMvT-R>ZXp-& zwcjog9k;4hnfWS%ib-^djNIL3m1q1kP5xp2e9Y{%WBn!jp4f25zNDks-$`%{S(+U4 z&P>W1?_HD(?+RlmKY-sA@fqP3(hb-Fhg&Ag4h~NM&8O#I zkM~p5*A^{G4~Bqh1NAzKjwD_x%sGa9jwb=Q;i87eh3y=5IbJEgw|cbu&g!n(+3{o` zNnWMJ?gEvz-YIaZgnGR1%YgntIEXpg=8>>eHKx~RpSi8UQ^ zN}kNYfgrY1_u4GShGu&@vr17mQQ$akV3R&Z_4bv%WkABY3o+}!r|_B4UZ zLIpe@cAB?+tQ>N=wgHLFTb>o8``;mO@*+hU1!cfzkLF0~H;NWT^tvjgBh4n@@@!4s zkdSl4u8t}S2rzWYH3TtCIZ6PihZ|3}TvHd*?k!0nz*hey>QY_Ziq=cUs(1SUk)rhVBkueKd^tO)8cpl9=bHL`Oc@pz$W&sSC`+8=gma<$d zVhsKbhX|bYQ{&+d-LwJw2@gkKqWh~M{l9hx=e=0DsekjQFTfT2v!~7*+DV~L)t@VF zrG2Jy_-P!rz1GsJ16HB>1KhIWHGvJ560&ptvv-7WFWFZ3MOGl&Svo!b z7vRwe!%Y1a%ypON+^l;t$Pf$xu0H~=GAHAs#ZMX~=CThfFYN~Jd$0IU4`m0dB2}+2 z`jxBsO6xfauYkm-v?bl8f4{+mq><694U`CS*i@{U_nxP#>6NG*dVy@t^%MWIOB)hM zr@W-}1B<-vXJEhq1TsVeXN<*$cf52_P|(WWerBki8%!f*$<>N<5nC1G{(tbH$aMI7 z>v+Q^LVGRW^L7yHbte$%_a-F?iGN(2Cs|Ea7Csar{>WdEz?ZA`>#9?L*VBdJ$xPmV zC5b%K!K3DcfzQNLy`Hd>q;bxjqBk+SV1!tL9w8FCE+I-`ZL%SIdnjGPJjC2 z0}`S(uch?@nJh8u&SI2CHUE_*A^Ho<4SIVLuXDR}T^|{OkUMh<$bSS($Y~NC4F#?j z$Ll7`5j_h6I3DOs5JEg2dBL?)2I3M`V+<-qj5fyNfcV4S87m(3-R}p} zd%Kc1Ywn!fr~w3;FCM;`p1GpA%uLztjS+W?l~(5L2R_tfvIY83Ua$Sm1Pl4Su3PYn`-p{D;F0T{|1=(u`_MOQ{HkahdU!O*Ya&k z%SL#5`mvBb$G5M846MANA<5w2;6K~_>uddzq&DYM)IcbNe2r>7di^f^vWK-Rc2!yo zV4&qc%n?r}+4LuO{SQ>h?}}p+2^t_^;Li9xu}W9CjtcAS3?!-ZPOr>ki$;a!wb)Pa zXmcaZx}rc$9BK6OTwla_cd@R*(igjRUKel|Fc4@tP4|prdW{B)=LdL=jH#CuyUs}$ zOYT@y5Au213B|s&KukC}xu>!t9eN1xH{ynh)&^{~v7Fu%5c=Ai#+3EqhNtWVsqU@u zL9Tl9qO$JUpRO2uEpRzJrMbve(3su`)7>0~T#XE}nIdLO5Bq{OMkdiJvbwsQZlAr1 z7x|__P~eLxk6+Y$)4p-8L}>kqh%S12c8Ynlt8F992Ww?@DrKpwXY-cuaM)H-x084; zFj$*fGHY)S%|(#8z0E-!-UQOLLYzLTFea-^_lKefhKA;**P&yPgnp8u!F;*H&CS|z ztv)sOSJ%>*qB)Trv(g!1f>6oJ|E*)q3A?d#aK@k8Yt&;Z_VtP)D;wnJA&>Lu51eI; zA>~-k6u?k0G$J|fdVWLJCmaV~ClU?_YILilSjZFX+LJzg5tCn>*x;@Ib@yUwvFOR^ z?U>OwK?`Awq1?oB5$|!KpB$)eLp&}rbq1Oud+&7gNsQDmYKmSh+rlD}&5%b8*)$c{ z;Jw#P5U>-Y&|}vVEila>Dk1{P!oo5zIH;ti=39TdwJDFZ-R=6&Y`S8z%=kd<1=ZX@@%d^7RTz2@acbMCy zG^hn>D(sRvILX%7I~@NkT9!nd88>|Ol?qzpGf2KbqKZ9lTi|)t^npN1JO1ztuAByF zne-MxkfK0nP*z?$O2p3mmbjG_(HE5?2t-L{lcV%GxVS+^D|F5) zH!!nmiDind4z9k4N@NAtmwXvEIP043MkM2s4At#=l0{h*d4jUha)%`{gYXVF`_Y1S zH*>wIFPvZ6ynL=zGKA2I8Dp*Yr;Hy@4(vs(2Fy_g)3K4*w<};z9|_?awK+KNbXt(5 z@KA!6JJItOFcGPd#Zi#@gCCuLr;c{8VV-RR>boPhcm_vr=DA^V;mEciWsWNd_gq8j z>)FU8q743PNX5mdXlP_+Q^=w zok(p9LwmmS?OEPWXRI%(TKGj)Fi z1P4Q^7%3Rn%z-TJk6{DuLkh@TO&C$mZuS8Csz&p1J5F z0l!vn%&WXo>Haw!U7XEPoXdRXxrl%j-7j{^Bi8>ACPfJ8kPUw5+TSWR66>&#x!cZ7 zu@{mfV|884MRJc1R@FmXpHJqDF(U*CF_z-ucWjn(@vk=)@J4CLoa`tJ@PF8Qe}**( zyyG;^sDJxh4MDmz1!b_V+%sl zO`%$+yy96|P0j8nb*lF61v{?B@+}Zo3zNQHcMyKFe_^oR9*(Ep?*vZDa4|8_kdc84 z2?;%2ZH@y6sgbcUBjEb}ECDafWa(g_9T1I5{$NovY-~Wn*0AdL`>uF&P#b`k;sLSAOX7#W-l|)1Wdyi9b_ANtv%|t1AWgHMrd9#OZ zD(qZ&Bfc>Uc6-lrGsJ3Lf4vG3LnG;L93*5O0DOXa7cxYk@M{cwIbxV?rL+(p&}vI; zHA7ihE=@}LM8ck-gANBxO4ilC#@n$t&SeRY?t>M}Sb>^eh8unhNqLe(rchJj8%HK2 zIMcZb`eeR5RC6nfxb<|TTI!OdcAmyE6MHQuF4|lqLrjy~B{vm(|AL6!gQtET2ZKv^ z+7(v97h~bdpxtCm!poasySod~b;}zt<@a3)BAc^0=e!vZUy7l067A_KzZRZZq&X?z zT#AHiBe>cA9n+|$V&qD8GaK^*(8`tU;~!J$UP#qn@6;i*De+#% z?nlSDO{;>V`{q>2bq^KxtZA}kUk~JD?bYPI&dZq-^6B2AJ*jrtu z)6-h^&K#+LBy3HCHE!8l%+hT&F?Ta6SL9BmK>Da8UjlWxCH-a-Yy5JFEp)`(rEkWJ zj@;|PiK&*P<;CWA;Qz0Y?Ilz^mNAfbkoc9L&CQY4N5_T$&H^woEzFFdN9?=7N{aLX zvZ-nQ=+zU4pLWxvwr-db1%5zR+PVc1X{Z-jH31CM)Tq($a&CMk`PKO*PXJ1N&cINs zX)C8+p0o_`pIXcfkeH8y60Sr&h>=$Kc1z2|qF@Q(b#|dTISG-H`SeUov@h<%L6M0I zWlJWiMyUSjk#-L`eG3i8`haz8I#?clH`tW59)7BCozQc@ErS3)I*!DxVaOVEL4u3} z<(6rCmcwjkV4RGAAFZOJ>1Bplw66%Qe?VpveZ`jGFG1vJigjTXv@rcB)w1| zR``68eVX8$iQLHlHIVrx3kA-}4t-uf50=ib`OLdBmNBwW86n0>3T~Zn|DxppW(dky z;5sl)rgRZei>=c|mE=$g0Ft-6en^=gaw$h;FOLNl?6lw#x|~Z-B{(d{rcJ(yKV4c= zjI3~kkm~a5D=>sY-;F8am791DhoD@VAPPh(4=#KpC-f7g@{aMbKTy*)dN5aQzyf=P zfB(h>PDnZ}_Mm|xm2)yh%D`i1FbHaY6?2M9E%-dWJHb1POkt`Rf%JeQRdMlm3`?YT zwC_KpscwQJX&!MkT-gKVw)eGpD#gkPgQ=r+27#s4AjaG_}EFt4AB}oA#Mw9PL zGFjoDhziB;S)#8Fn%Yx-Sd&Lz!qfr`%e@HZ^6?qH|2%Mp$Pnbx6i-NkVV`8NaXF=X zH+-|DV?Ptlv38}pM@3w!t7i>}J;xaANsQoIUtPe=QfW@Y5 zkV;~`poBIgTyiI*Wco$|(%PURGe*Yq$zeC9)ad`(*We`l=N^AqBuK}PKwfynnRjK)BA?;>&feX zX>#U4HIP0Ln@qs-tE{94LW<(zVoeGvB`D37vUmt~A!-1R$^76(QOt&LKTcNW^4(({ zm$_mMnitv+EpOnh$KfDSBKF+BHcSrrj;t6Qgaen8`Rmw1M=qJe9iR6vyBA2ZFj+Ge zdekd@NnGFpnsG^!US+KhjR;1wJ>vWw`-V;C)+P1E#}cFaAg)!IQNC?-cv#t@p;U(y zyso~_pvFYL={EZMe#!_)7yk}QMC_Ycf;mt?SL9%R+S*CHHsPT!tfCgOp76*x-)!9` zq}jP#$lP`pU`51!huY?wu;Pe_h(JI>D(UJ@wmKb$g@=<+QH2f+n4qHdZfxY#)HL5d zS4$LZDk#kgmX|ZeDZBV5EyUK;UxoumqO5GmM$65an5Kfx04H!d?!!f1)H~XfJ)6kz zk0oqjoCgWV1nFOqG^7GeHMUpa!nCOirh=cx|ErNLUBXxVaw`nqr?19=qbrGlV#9`j zzl(q6R)ZN`fbM+u_9dqa%@#01xI!#fE=%8P>PjG0T~rzMYUj`ZYCQPYr5WLbT}D-SeNtldX37phjTZ4v_rWx zp0Yvx<9m;TV~dLk41DiD)Wrc%pOPenYC*LX077Xt2TaL7wEMf+NKUNRJ^qRiF*cN%_xgH#~TRoVAPK)<*ZvT}(%s#`u1Z4f_EM%7#=v2PZ1+ z6V=zpA!iJg<1j_p2iGLHq8{>`6nH66Ns&N9YP9X=%nu{QWAJR;Ms7Q9<*xvtW3fMN zFV}xjfO-vvhtW4j!%|;F7);+HN9bJLWm0l>sh2#h+TIB>I&ik(=7zUk9NYc=&(P8g z!+8Yf`TBjIP7$4?U>-TUv@rcaEo=JX>e|CJ2b(*E`0ahDVl`6^q;oWoGeMcc!bj_h ztE2NoWe#`oAGD}uC~f*QX|Bw1QDVj;netDt>rjnun|0E>FKe7Av0%O?uT+Uyn-d+)nfE=1uPH)%%iZ)O%W+PO-Psk|H1>e zk*P085T>7& zNVK`*O$~<_mWB8)5t`nk;*D#g@rYP;kQs*w0zmdR2C4yI1e_rOPXzgFBT_6oYu4;2 z;Ac<1!Zs$f8dEzqm%1WH4SUNk+VXL1{Jp65XqwcqMQfqV;UGprsdpjqovUYVJ&#z; z!PP|Z=UN~7lP*6R?c$pIJ$d<~Z0nzzKnGkTue($69@yw2?w0hZq2Y-0UgX{@+oi(M zb?!E~2Y!#hObUxr-|C$yJ*z1+TwTM(t0BsMj*mZs%wC?gs?0n#CgLhDuxH<~C@9@x!#*y=sMG0M^Qc^ z{iLIF(mOk}T=>xnK(1vYcLwK3;lV0nVS3IEKwZCU(4FwK_evxkZuXF*&~3BQ>M-Up zjVK)*9bcZ-?Ubm|C*Xhvs>x<%r_aJYw7`lK-chd=QcE&6XZ3aS88Lp6>QTF zvrU3?T%0$N{e|1yz7K4J3X`Lybn;|Mlq>Y9STa1SSbd4HGB8(w8z#g|MZxV=so{v& zbgk(xe$&^*(upE^B9q|o0vh0x08_^-uCFRKdlw>-O~8WC&{=frC{LyR- z4b*L$w(NQt|oDG*Lzh{XBpp`@diLGp9wqM#&bU`Vi7vZscGPE^8-;mihZ(; zQTW;ei}Z+Ec}@Vq$&j0ZfT)WHa7B}E+ORaHe_oan0oIMub2>xSd3E>K9#H6WzF3JD zgnm+bUDm_rQ`>v!cc}TJ_sHh8Y>lYTJF)J)Wo86)2mGByw?DDB6CR7}{l(>NA=oV{ zmmBQGj1B3^&*q0%r4HlUi2yBRD875FiY;);xs;l-|3RaY%Hq1ON!x(Yv2@N+?3^}t z;BHrZaN`1g+M=E~ydYHapJ@L-W96dRvcuO6#nTsQf`jg)Ay_*#j{A4w$E_BAk;mdf z+OJoKI1KKz8qU7lDfJ_4)wUs#?8JbYur?7O8z+KH>?3gDj-wj9XN)p$@WN-X%1PAt z4ffm4FnE8zptu774H?YGjD42dTz3{!G48ITGh}FVcm0IhrVh+wRP1bv0`co#at(2y zN#hTTIJ%iSr{`90z257=&h57>kZo;PMAij<_P*|GuMvkgH)X_Dt94t7MfvWltkNk= zk~5Yfq`gN~;oJhB>?^$XmR3;aUtB-Z#ij$hcPA;P@&l6cbem-GL_RGP;oR(Ts4_TjJ~!6v=I#2JSxqW^bw2bO zvB=oG%3!NAeqy>M2$@);T$OmyWsojyQ-C0KOt^8Nlm;KuNe1YZI`}vA<c~xX7*s-<6c&3l_wHOC(u^w z&FKpulyQiGYb;AT1ZSA#&8T7B$hGCfgyA*TRiyG;RJ_JRTkzmmNQ$62oE0MVJYMO$ zY5qIz{Y`V7Rgvd{p^l7#lDD#Es;t=(ytnrW(|5=MLG$G5Jy7UWf--WL(tJhwMba?6 z^AV|30w_;*O2uM_Sx)lP_LCzhd-W{?a$akeVP7H>BdxO5*4{sj&>R#h1|*oVsoyWT z;Dp}s#guFgL}CeBI$A&yXB6j*Be`2%fEP%CJVkpV_-6@};kv<$M)jhjNk45q*LMgp zHZZ1Ycp~O>GShBTnxv_RB4d3)cH&Htmf;DERfuKE zEVThJ#K))ox5CPtaMVqwZ{vIjX(Zfq{>i;wec3W3WIm8$T-#wB8xvk057!0m^_<)r zi@tDc06LF7+jmNrZ{CmeK~FeO2?eL!vHW^L*?yCADH7e2CXU`LS+*9IiK=~4fwL)e`?W!QUyJi&nfcO4u8Uq2+7JyN<6 ztG2!V#G^z=g-_O0Yz|6!Oj#4RJqgRJW939MRb^OGf~u~&A;DBDc;bn$Co7DHK3aE- zZ+PI~He?nl6@_Kthg@_{qV}9p8WPFwh$}j!5bIZZ=<0_DyttMce?xV|A-JKmHLZ}# zQ$cqp#*+%4qM@Di;TAouo4FCS()P>WDLO+lD$j$TQ+^E7!g~B4x9nM3G=f*2P9KrB zTn$xy(&Q{GC~RzOef?B(t@riBJmNlI*FYm)ap40pMNw!RWf#y0&8(wKWnj0BRQ3R6 z7W*kPtJm9#K+Bz)tZ>RAUIJ?gnhtJ!ZzHt;PYf z-xUK;!Y&usuRnx@okZv_=>Q!L9$y~xp@>BtH6ejkiKF~fh*;WdnKQo9%swbF(O0%i z6cjbar{+mIsFTmU4>&z>(B_7=HuDcble(hv7=v_E#?*_%N>a7i*kR(!#Wn$b`I}h+ z@8}W*xOC(4KYs$2k5C)CWaV}>YJtF%nxK(eU4CEglii0isz;W@`14}R`N_hk6RM!+ zpgPu`w?1m?>&Y*u;LqR#k|Viu99FJ5=8kFkfp9FceAR1sVy5rl=z40<=;lg74UCA{ za4!vCjY^a3*z@K3aF_Qx3?ibLy92DazE60v211TZS3ulRKWn5_1Wto3GDwM8PI;zW zS!vk5$-_@sS)J46XZuXO-0mL*N(MLi-a7PEM}fZ#WiPJ~4tcP#LgV%3voB454A4%s zdowqx+S5N{$6f)@(|-^Qz{J zcXJBl)eaD0!nL{bMru$aju)xsVLqW?e!bS9%n-9;s2mxQ3J9<+tNe)U_}DJ1lCSpC z%c~h4^q>d&YigTfJ`~iR*R@qOdM}0TopHg_k0XEplbo!p>~6HA9{ej_{>9l*_|KA_ zg%xHSZf%3NJB#Wf;=V3;?QCI*%FXPs>g6i9-@+R1@bIyLkTrQ2BtbW6$yVy4fDl9;NEh0YqHz&@Ar9K>y zt-=6MCf*?N|FBz!l*Lf)%H53oGn#Gz=}*M>KBrK899lvsRz2@Hd|%B>ajF*82IdJZ zI91o>^jmiyXkr_ko;Lq@xdkp~<>WAD+F2^VUpK|-X?X3PuNOB@e>!H*n#@`iFm>D9 zH#MEj;uXMPW7B_o*xJ14;sW2kP&o8mXGFgG(|^=zbU4-WhcSVT?xo0{C0W9*E#@xo zIS2$KXX~EbtL|xL{2$hM2$R*F_(GPmPD%Aa4#RUCP$1TS?gH>Uj8g`Vr9N-Ik3*uy z9FW3zI;&-#aMTLv4$GU3Ct%;r(K1t0d@O870H}EMgWi~X#jOj<6Q%8ZfZ}jz3&gs9 z(0zC0chi&KERpaC!GA5ns&`Ra6Q!l~4>kRUsNNURiSwiXvYFXdOIy_Nq6`1gkx%m( zsx9`KwrVrYf*SAK{(yTBQQoXZZR8lNm*Bs z@^B<2E4?ggBvt)J@Dvy^S=n?#igC&nwl$aZv?hUGrclwMZ{q3TU1Kw_WNu=NzPzhP zo2uJCpQav1(3lMk2N$~ns0+0mF9znHvm00)#EsNE!8X z;QTVzO+8{2t0&eB&HEumB*+IIhJv*UxZeq@_ou zrzJ__kxz~!o_JU+=JTzjA`hU>#5kFT*>pmBsk_`X?m^pTTlmHj#rYD$#u=#?+oS9i zvAb>UI#+)p-uF!?kA7U;|F>VnxOI3Xv$0vJg_1ovraL{MKa`+D zli!_%t$FI;rl=o)@s6S3>QOiP8wfrF%|iaFo&OTh4eN8{m-Jot>l+AiP}m&J)gN-8 zX^nbEQoWP$l{tdJDr3b?KfUt%Q?ohwpU-&diuur7Y7G{+d}38xlMgLGviAh3ck1}4 zdY4nIA5$H;sY@4AeI8StiEOf9XK*IO);e|@?GGEat|SG zy1<~OEi0|eLg8@4J$q`xI7-wbBpZ+-`d~B{Y^2MriZKh1)?lbj_fazf_Hf{u2(j5z zeIshD0z`T!#Gb=oEM{1kzrd~_razQ`qQ4$f$CkH!K>X3p&CyoBRJMq(^ND8eY7HvV zGdGp98!Hg*yWE8E8nD7hs~7Lb*bYZ-ATR-4(W@tCeIG5s01L~Mkjk_*`SvOhoqL^V z!^rakitNAeotYXbN8+Bv9c3BD@1wKa!LTHnO@0q+Ki|lAt4E0(ZLG*CVrKe=m zDBI7j_Tye7L%U{=3zNj($j3n!wWfw`x1;%OshHIDlr@}Inofi?MA+YIHt_cFAdSx6IeT8fku+~ zAS1ZF-U|v0J@hT-@|^#x!bQw!)Ci8pbRwjHFW-S%ivm&pbXl;|A3IYV>1~<#S2zo+ zBh0kB>!cA%-ul<^!&4;ogG3=KY<3N7s3mY zrAv1f?X2X%7+lP(d-~3XPGa{Fb3q9bux$38(_}jMInk|DAm{w=cR%bNnzeeD>NLXE zQ{@hr?ItRd_)(u=x=TLfUDY_dv%Z6YmVrNx6aG)?6HktN=ar&4G85!;yg?42`@m$U z`D5^62jIkXX`>d3=)8ClAzgH=bk*?V)&stk=5IsRKo0P>8Z*mo3>8%E<+(fSbgKPz zFRl7hzmBEIG;S#A4Ief~94E)n~1zaOV0;~9;KRg`rM&>c~bAvrw}iIX~EGo`%Fa>w*E)R{p)KvHl45;t4%715%iwS6!|UJlY95 zii6kYjxEj2OfAlR*xabw2LzhGSW6dP9L>xry(uA$s+f<{OU=*9S@u7Mca3J9dp;<9 zxe$}p9h%BRO3+xf2zICMH*=`+xc$@muya=5W$S@b2V7B9t-{Zm)5LjnQ~$X$TUWp* zxMNYmtkYYK@v0WF{osyo*Toq4peeQmLJuqPdg( z83>ZKe@kP{J_dCMh)@is5Ohd40_Jx|;KyZ9Q*%vUc+>~#`3&yeJy&AtHy;N_`oW zjn(QxRTX9c6VuCXPQ!F&?lgw%*I1TyeRUm^Ek0gt z7`@cf;ZlnYnTC8SFRPBzdT7~kIhnpTovOe#0JmfXdZjsL`d_mH$@_$=&7*|Pej^PS zNP2G5-Bf!O{pUG3KK>&y0PG={Ldpc}=>KTC2L8UfARXIwW3@?Rqe)}iw(T@%(%6k{ z+qN3pw*8N__uc*NSGaS}IWzN!-%HO`;mv8fD19)Im8(%G{qq_LCA9wgoOk%i#n%{f zC(U6pVh{udJg8n1{>R&gP1#qG!F}QnceEWWp{TClDLKEzb4S?%r6e~{uMB413OzAp2_hq$aqf$~v@E=Vmn-~uz3KnU<(bU~XRJY*aPLyaGK8f>?F~iC5 zR*-Xvk8x@S@nxq(38BUQqg}1bW zwI``5UEm2iHe|ll{^#PJGA`ogF-3)K7uK=nX4HL7y_mtLu z4i6D{fTCB3y7!^#$N3eC*zEX~nB<6Ip1iD3{z(5iU#y*Cw~^^W=|we}5!BD;CL}N$ zo&&?U8+v_$q56?&LSQ*Ho2m%K)4ZwlYVZm@8?Mr#mF}dDEAJ~norcpT$Q+4Ue_P5- zaAIiOONq7ab1%Y<%O9QT^p1stvo^`rhOQ9Nq0&Z|wAheqM z47v_3x$CLz;5Tz%+^b^DN}(^%`B%R0Qgm$n$DA`#;Qg94Y)I*Ew4U`oNbbfpQG&8# zevb<5L*g}Xxo_DlhS0=tRQtD4Fr=UuV_ZFhF(L5c6b`zkYJbK5 zl%Z66pq4Ow_%|_hH%yZq>nf0h9^*#NG>RVyp&X+!!z?`(zHW4w)g3xXOByFpLvS4S z4nm8SR-j2xc#gFYNumr4sp!x?QicXthc~vd6ulri}$pog54fIuBNOzCsOi78_6F-y9o^&8vG)n=2W_qs=zV(L7szU}kK5 zHRE%|XODgrc!9W@L|<~TTwsRA`h_3ZRRRM%oRjqwHRn5v=S{7i>7ijhc!9YH+G`{( z5n3UsD~%I8^ORW1FX<&7b>|hm^!JJ%Y@mJPcNMTr{H@fk-<9#v6m+8B1pk8fcw_S3 zT`u0iLCBn*hRx3;$U>V+_&){=H0oAu{y`-i914eGV;_OTpt^GN29=$uma6D<(E5&q z{P~l^Lwks+*gq2n;v3_>hLo06G5YUrxhg-^l7v>aZq}S{T_6yMd z{Rfaa+9tUbtv|cqj#pqw98CTjAG&!JM;wvmnYs?)!C3Eyj$}H~z}`tE;J`_^xn6OZ zhjHXT+>ztrCy1UG*2A4I9aDer#69=gUVtQ7L#5b+41zWx4z!2qsahILNphRtaYD4d z-5(jx7R&|!-rb#@-!m5f?Y2^7f>p`@uLQVEUO%x<-{BLy7qSPpcQCqxgJMY;ugt&@ zFLc63yys`X#Z=49Nx;GCqQ!OEdH`+wFmz&$d3tXK_z(QkTDTY|QzR$rr*g+egf4dj zUSSb$benPRN@(fBfp}+EK7f<0q^A+s8ub?))!pcgRkz07em%OZw9I4;H)8pzR~s;O zG(I~Wn&-r2+3(e)m0jC3!a@=o{gA-ED{v8$fv|P-Et9Ti(FS&m|1?IQ?*LPL;>k(l z&`6DF;Tewjp0R12iX4*#Xr=&9SbUC?M+|Gw9(N$#k7ozL?zTlqX}}iB!}li<*qpbQ z^Q98B<3%$wl^Y$&-!G&DI=aFoUFBzLJAAM%M&o0PwK~un z3!_epKPg;GYpbELnb`e^1=u&pieBcH1)uNg_UAI^Y2%rAr)Cazve2*wV&5IN-KBpq z7M88jhirjG+UeeK@&`em9J`85o|n-4kazbXKn#L5kC>|Cc6F{F?)*mVt~h#Dum{E} zY|b=fj|9`(^Y(r>qJF^HF6dtw!R;=v0bQ6%RJu+a=0r&-=n?V;G6@!#jsyI<4F22< ztB9CdENklYcHUT)fQ+O^2Zjlbxa0m2PcS7|(rOSy@D!fIbXYCHr4qf22es0Wx)9;r z=k1=3WjO$OZrxda;8iw;Q6&5X;=@Cn{D9ok&My9V_JHQ)o?k>^drU*qO&AS?g?({& z-dfD%Q9|?ltZg@=+JJlkRZRTJ2O?mGy1T2oKH@9+2mZAgV0aRSMKN+FXB_F18jq@2 z$z_WfnFa5yw?f&hg-<-);31=RG6XKzlh7~}p#jz|15Dq|I#wcbE*WKEj{nM&929%T zI0Gt!Sc%X!WAaCz7O1Id>-q>zz=B8zM}EQ3QDDHT1~(ejRm^P0C2PQ9K0XD+Q)>AI za{J<*DU;VHSjNpZF=PxKDPS_Rw42T?2=#9{=K=cOm_;N@@E@+b+mxcF5B1$l!O3`K zwZP_1?zuMan?VxCe^2+0#49>#LIF}ynL0xeA9i@iFesJiYh;SX!*}8%o@J^>Xt8%{ z&BLn=m%*o{r|~mzTEtGQkfS9+>g=x8BapBJDh^dQt{riq*A2Px?d)2ear*KR1889d zb~we|69{0FBo)=WTxr}ayuUcWBIFs0q_h{#Yl#z_lKzB4ogPUK+I;^8tVyoLt~lZ9 z5c5QI`wg`yJOAqnm|JI=sExHzsMcHY7+$!Mu8c6mSJX_n%3&(W$Cp_y! z3nfX7nVloiDbqrV-kq)AQVvQ=-x{j%H{joz$Fsmv+E!X~^QZKy!K&5_W;q|?qDj@d57i(96x@*TESDW!dTb5;_M$=!_+1gpUp%<{ijb4YuIQgU`? znZm6<+`uIIP}V<@>uwKB z=Gg#45y-Iwu$=Oz zB3oKo`b#*dG~RLIR9R7~TgnT)``;vzaDj>ayokMFsMwaE#4rP4NlNq^8V86Qx*!d1 zf!J^g45#tAJKv2qe1X%xZG7>wwk^f95xe$~sb@2sThHkB!8t5--x64ZjBD~)FsmVa z-9^}Y+TMq)teRQa3TBQ8p-7aBr3++&^U-*`EKk@sW3}*t?St_Q0HcsonGuwgb`fQF zA1qKP!48Wb7ydohZ$hSkYsxDMM^e|omi_}IG zcu@)OO>y&z`E)No#HB~>!`M*C$ zZQI*3E;SrC$7D%U-WdZFu(1+_AUr?LN8fAi%U-f2moQ+i^rQ{xv)^MHuD@Uv!R6xxBP!Y+CnXDa_C}?rhpIEjEfi@$`||NE7=giwMwv+FGeqH6baBu# z<*|-K1KUpfYrCQ4Y#W70nABKAcUb9K%)=v1V@-HGeqqX2(+=KT)-MG|idCG`E3=W_ z8^i+!Gxz0S$J~Z2yb%~BC47PY2}|u0c5|!o@$t+AQNRzkv%fF0(EI*l?ae-?E5P}{ zpP9{prAw5RE7{S!fH#TSX*NQINVc+ZDp?{HB}1P#f1DZ-W$uxEUqN6|pWXf9vR zlssvpgnDOCVyBxhTux_tMe}$B*KOoVzMBC1$LD6f2>KEzLOwWj_%PLC_2296Ic+^y zQ9`9_I96}8vOJ3|=0iHU49ZxbHiA^}xuwK+m#2O_NS?vP$-4#(?A1?QYu+H58D=sc zM`dg}#;MwqP~5waVZi@Ey)hZm?mV8JYaIEKS5}cQk=-$sG>BMQN;^C=7IJdMnD+^S zjs03ZLAFrBtWfs?0Sv)CaAt9GT!QFfc|i@2r>8D?`83Lk_#rxW(#ee7+vj|@X_N5k zB23G)jxMjznh*NFNY|(ISLJ9Al#(`ZgNk*}!oLfldAKU`0rbxR-EXNgbLm0aq9+e; z=)|;tdq;I{#-0InjtK^QZF`fFrcP*KAO$+b@a;`%HMoNto{Zp8Q)1;*wjgTg0->%Q z<7xv^ES!eR17vxT0F!#&7m7r^IOlt!|zGEOVj&10_N2Mm8zsRAAbgw4OpF@A+Y-S&~-H z!Zi~Bfsi`8DZrfO7%i-XH9jZ5s^H+xxGRzBiiahZbj_$nN-h3Xs@$1m9Wj{?Es!Bk zG+-UYU2BIBLRc_Ipnci-Hgu}3!S09>1l!#ARNXU9f-u>SO0o0Us-Ww1wzv@OhxFgQ z%}L@_dCb>AiO|HSEN!D>FfSap3`#=|Z$dt|Vr3oiy`^K^^!{>scNC|kwfpw=>#g}C z?EW7*aE;Y5Ce%Ctm-j|WxSsU@Lr*YWwM+45f`Lqxg*be`kG|f{Z`qGrBf~MIi6h7C zmISQ0j6>|C$7$bH)iq>$)tTo9uz#xrTyXiF7rXr^vmx+>Q_%BGJ64V_RWvuUIu&g$ zxnEut(Y^D84vhPo*ocmF=tRUzBAf-nw2u0zQA7;hGaOHGe7Z4D_AF%+-8r!M#J8^m zpDh!%|6U2NVg(ZMSaI_EqMu}PNCD>FzC6>vh#~9BKFm=CnKQL9x1ygQA-UoRMcIM1 z&~zH5R!&7FnsEh>j4bM^A@j!3xI}j5;p)l7meN~mVFz=x_`IzXcET^>RI{f;0-e}6 zidl+u(&HIb&K2@qQB$c}#xwU7@gJ4bgZb5w!elN^j9;M(UsoN0KR3Gbe`Svn>aTyz zD%4TlJmuj9xtR9w?;13(SKyW*$a8eO(gRLrAc8CT$J#D17eU>@Oi8V}1)ia7xx;|6 zqD#Ca{&k06Ijk6%_-PGJ2wl;l`c8-o9DwF86-ePeDIWhpZLjTM`g1;m;lEKH^t>QZnZU)56KtvJ6WwxEDH%G1_%HTLLY&<7v~LTUf*CR5b8$aeK$y zc{FHnp_)ENG83j3>zua08J-%7Imw*^f7%{^twcf6Pl`T+`aNu2xTh4B5cH0_Yj`3g zr;37z!q{VAvyt-MCYGj?I`e(hPtA<>a1~wApda0lxRk&ky2jLuc+wu z$pSQO=`t`Nl39(5#hU5`g1JOFUDb1kf}@23mr07xpf)*$aJktP;K#aKW#C{V;ld8UgOaBaF)kw=j!tsbtHl6r5F+6&01lx8u+h zL!0n)3C9-;@Nr`c+eHP*T5l%mO z9=fuez8Vks6r3WKYxDU^&pHxf65^ohMTU+4>E{m7BxnbfSzqwXhA>iy@PY>o8idy& zKHa}B&8Um@zW*?4fbO- zv@8%-GM(x7Tk}@0f>!wK)|YDguA#GbduC)D=_Bs2!U~^9N^xIlpuo%C~!HoPdQpa?&-M@Ai)YRN~^cztiIbU>Oi6JuVwPO}-N{czWF zGQ(t|HZgSp7ZA6f5JXAU2@luOE>FdGes(5zRk@xmyU@D|7i@T#Lfjd{l23;!y;Y?1 zy*Q$o;maoRX3AlzAzap%C)6)v`H#c}+%VX&yQ$*dM3kOxB!93{|XG}|L z2DB_U_Mg{GVUAdag4+#^i%5$rf*~b??&V!NQS(cQiN8%6&=(l7!DW=W=EBq{Y2CP} zGcQ?No-2i0himf_Z^y*-?3`jLdjl;Sdhdv@r_s*bC36jd!~t?Ljnx%V zsI7&ubU9bb*8}j!OlqJ>ZcyoQW_-)LT6GmMCxFNm6EC3z%AM=`%^-731=U3u>`?NA z>%jtKje^+cV`CHk7rfO36_ci>mW~Jdk8b-ur|lmA{#@pS%-bzETqHlGkXGI|uhbj+ zD%@i2izUa9ay0nfn3;VjC?_^fXMzCzUM$!Hau*z$S$k|_)J|8G?ETAXp)?vxTevKb z+WUawM_G6H85t>td^E`~ZB~S*yM6UZL`J;Xe%YY6Q2J}MIn45y<0nxK7b|9FQ5tt0 zr=+s>uA%i%op-xonT791F&Rrlx#y$2@t~{K|0%{zBD44Hbzw+_%mGG!&cRJ3H!dn@8OD)vFqO9w&a)A{g z;Jb@^Le$)PK&mFp5?Owk39XGu)EJcH%8(XSeAgL!^1u1B8lqHKZZwigRhd+(y_ z2*;D4wvwIEfauYs1=c?qwM)iK^z2y}sH3ktEc$9QWW1gyEG8l%BUP69ocLAFl2sVq z?qJUeG1zr<^?sbQmlcxOWrY0El$H_nJhZD8$ORgFw7EdBi5t7ugK)fS*{iof)nUr2 z<_1Iiw7j@44PPP4=l*@oaVG&*c;!6I9B}@u$U#PpN(VY1uJ366{C7q{z zx9sW@du-m!$_>VjV117w%=dbaJ_CyrVCIS*UcRx_gIu;_P1uhwi z@ULE|PXO0y*~4-!uOSm+qkUOUhp$(V#W` z_4$J{qoQi_FEbwWVRcNQmUT`@Hb1ME$K9-bp7#y^M&~i{bVtMcaj+^L$g88D{02T^ z|2|$i&R}4?4sq_6w*0$Y=-5SRY%E%V5?$F(SnwK$Isebbi7gKewlAiJCF#Ab{BS4= zN93JH!r%xfTN&^`e@h_u?MN)o!SdN_;Zz#nDkav{?fo-J0$6o1>1(=6uD&Hv1{$fP zVoV}DM#>)u`@?sgHVD=#x^YqlBOt~d#*rq8mmzFQfnT{#gK)63x= zF-G1H2Kx8(VIpd?&nin5+Jqu)ugP^S)18(FCC3jF%Mb$;%X|iaZV&&sjRx$4h+Bmv zS5M+?-rtM?hC1CVS2Mo zaYgI!`Yi{|s~=<eu2=3Mx|tUf_LBN(Wv>q z1l7y0bqx@A`gop~e+eVt1qb{z$~nMZFxUZ+y^@bq1<^|6!=RxVtbvb=5YB3e1)+HT{zyYsyl;o8$t{D^+>0?ZjGQd<-YoEj%EsL`q;a z6|Se;-K9Xx+~DK`02@fQ;M2_xQ@~Ivv8ft`_+PgP@W#t&y2Jv&3q5H_5YE>Q&ql__ z0gw&`ppkZTb}AC{!-#}VIg(^a6C3HRq3}Q0 zwtDUA!%UYMp9lcjRj?PbQtQGTFe4G7XNTlhf{9TIb@oTZw{>{=hc(X6pN=67OdRU4`@?7Ow&+DMA13{VfmzNsQF`lQ#_KGQ5mf z&lx;;`g9qktZi@;wL#hTPxZ- zK@tNfN`Y$MhrY{1-vU_zj>kw4{ldC<8?Da{9R?Dq}`3#J~OsS}?9kXtjUDd|v-(g(Q@8mq++a_LLM8zD3 z>k)xvSB79q@`m6yQ8cK4wsxl5I5~+zjB!SlI#RiqdD?3|EyhpjF8E}{7bYM<+ zL`q?c;j(mrCB1#% zLwE*ZkPZ4z%fI=--2)SIUZjrqv`ogJ`zaHFL@b$-LWZ?uxwVH4Aw+o>MREtdpg zQMEIqd*1lb2{-xaB77qvC8aD>60zvab#2dcIj(0s^v*a@f>|PB3y; zJq6Gk4mY;iyr*Kl8kPA^#m*{kiSQ5_Ag6v$H7=*MBv^N7AyR%H_#;fcA84SKmdJeR z{TN!TrS1o6bR-J)e@zo&47469&t%C~`%k=@*9#z8EC$+^Dv@7qp1LegyqG-3ObEYP zbSViD#aw$PiafLPBA4e(Xfi~L6sBJx?mBuzHrF#9jY`{ zCA%OW7$I`1(FZK2pDY1C;^`+9u5v*R7r%#c3>86nXL{oO`!|4xr2yaa4*SIy4iBiG zBv>K&G4E}`nBDeZJ;m{m#@TSP5=2#I~985 zKMpv;kwA+P6X`(d-v<(?@1UtYruT; zND$oJ`2;loOr5Hxh|Z_?926$jfB4aG*HFXTMv>6if2Hn38{GE($z1<-r24%~`5EgM zc0{g7)c7XW(J)0#sFja}dbK(_?k8Td(-OE64^+3P!8W1<<_*#*)5~(Le6P?uS!PI&S*3Kgclm@U+O|!^BaQ zQsRPV$1}1psg*U9F3+= z0{5Gg6xjzNwML#^j&0apV4N&Nz$i1RA*LIf!sA`YV`e*Eq+&$K4TWN$C8(6#bk_&N z*3Zejl+Gty*HmAF zGM<~4l)E~CP&6z*859AyLVOz*;;Ey;PH+!`=^{A0Xk`Z-2kgUWGNgW{c`WJZ+tXOU7kVQNQF$%>so2~$-1oxa5f(u9gQ73 zfP#TBQYkMLAoFF`Zn5gMS4fX>_3UYBeI_iK%Ka-PTeaqXY-TJG%38Hplu*(DD6*HH zMtrBhrzak;>Tt@qdfj?u;Ikll`r;912=A9VlYZ+#reZUy8Ex{s;NVIz>dbxopS68n z*!JeZ7FxG@g@p&yn&VMCI-qwinJf3WFTk;eJf|x)@v@;$d>InpYSsk=5wQ}aAe0&S z)~R?v57TE>i{T6U>X=kZ+zf5U-K*K+K!$>X;&L(@1h{3xb#@)-M=KZ00clov95xyo z#$;q<9^T&0pyL^w$2ki&6%`e>muEldeDGb)(1UrgfkV|=BUS@}6usB+(A=`{0MYDN z4l|_0wWdIkfQ$Wh_~lySVa*sacI=}sKyO_CI_Rd-hki3g*APRp4z>r@)!Bilbr)8s9>TAni%8%R)kS-2s3HELBT*m!|!j zUT}s>Z?`MC(OYNc=Gwxu<(mY{GOoX5YFJ{h8!;p71k`$V^3X6ac`Ed!(E>p^Go+lX z1{fIhC@xLt>h8>4{IHRP!i@1w@-aBUQM$Z8uPrDsLYXj?*W%?5mH)13$i0i~V`_Y@ zlw_1O`#Brj-I(^pb`FEP0C5Jwpdc#^XkYg* zx7!XJF1{5d#JtLMIF3hzTm|h-MjcOce9 z?=e0x(e-DH-&(K5pZe~;S%Jm@>e{5`4stac7=iB}uROUtE}`9Tk+Z|FQ`KDq zuft!Mkl{<$ii)JhHnDM+uMOFPQWI$>_CeVM~LDfqXsH|&Iv7iRaB_SWMzH?T#F2CiG`X=kW!uEV*tj~}XP;f?W# zJN;t0v!yHP^gQP%@F`)1yQ`s=fH5Z^)R6ekV`w0DXbft2R@O)M*1_V3Lz*OdNHDib zGiR@3BeN-Bi#siYJzUNkumxs<@q3cm$d&q81$;2MjKG!yaC`sV^gF?N^qJ*wthzZ;vJ>WFFo%a)v%Y#=K+C9*Sh<_p zZ}lsZg|TE_hAUnssjW8u<{(EdetS$P^T<9XXEKR2QFtEmdY>*d1qBZ6J@7aav%P79 z_XuYv7&F83?l3MkcKS4?+wab4I*Z>sZ|Q90-#?27Pjz+m1}z34UL}fTYHDhDq0uv* z1q>4tv!b$+@cqp^&J`l*As87|Xa}09_P5aYC5&|351iUoqzG`x8X^v?l6c$@=v}$|jxpfSX2%lo?eEEd)zHjxjHcPMMOyJweZ`>NN&<&Sad!pg zSGawYiLrb_a@I5P-Kohzi}~GSu7oOGwLF!k&cay?0#POx$DyH52pd22PSOL(vnh#h z$-6eDeeRF${W>cT{*!f942T?|H?XJ=_l5HQ6xkPY)cGw0xYn3@c-XVMU8iOAa&|b~ z3a@gRVKPxjN7DhUyWCdd44_$tm-?oHPP)L_)-tjkod zrsOI)h#8^+1J0fw#%hlTMm~ z8DWVa1#FR>a5yP@qn`u8de~LjM*RVu&DO1MgAk$QB@R3EI6tH$;Gp12|A02*m5*MH z|3dx-2_xJIOnH*BdOuWf$H!}$UolH8?Wp+-l6#D6b=z+IM%0Gpzu;G8r|S8pgC#|! zzEvN-jh@d$0Q&XWr@Wt$koQm};5M#@A61zjJi1Ph^r-#Q8B z3IlO3oT*Q8#V?#Wf$l-Kev_<{T2>bjDOec#Qf=L*m)ReJ z8lRLj)aH8D^7--F3Z&pTy1Bs=3>g4@*LihylY@(k2@u;{q0{Ed08WgQFpY( zaSxBT$!81VmErQI!AJ3Z^u$kt3zuHG_ea!Htc)@d+rs_X=RnQtYuaBh`Ym^yqO!td z&{qS--~Of@wr-L9-oU$3E4P-RCKkuMIsjRgYM=M~{v4hrlP8BGo@?Yu2kHoU?%28t zv$G~@P;r2G)c#DV{-XA|8bC|_ma)qIC=cKI=D`J9D7?J@tyq$XK(dy_zh&YYTmBfTFnu>FO}95yUYe6yQnsNj-lCq0riN@8}2xM*-; z4OGYJ*$|LlZy#=~534hq&UzJ5F-}M%3v>Uzx@|1kX~GpsO|U;!4+(z52&{^hovI`g z)ScyXeyB5DEJI)Bwk{p7K6ugp8ivk>g&#Q{Exn`Qxo2V}S>oJ-pF3$h*eMMJ`>7Dn zC7)Jx8(t?G%=UlzE;&d-$Lqb?77;+=>;PQUTfgp*lXczjfjSnP8r^|_c#gB;AVyK7&NvuzF~G;uw>1c%hp zDJ>N(y8sg|P?c=p&^+WC_dOgrBBw1@khp3m?Cl1OkI9vGt}i`WflXYOe%aOJj?OrmTG#X39TN5O;h#e{bPFHv`k-dBWgPKDxzQkYcaac>rYn zjFidLcl(<(YsC0UmTco*+swa$gY(Ku58KU2^0}m)b~E^FQaY`m9;(z-uoqeU#PKnq z84koS?@)?w)lZ%il{@u-s_6u5x82ulBi20ro<(|cVzg<&r*{I%<|`Y+|642)uXoGu zQ&v+Gzp=3q7)~P>%GL81vYr>Q@$f=v!)4OgM(QR;N5kDWJwyKf#V9K;Uum#Zj(Fx| z!9_9uu3fZF6kcgOWJ;I@x43BL$m9loZ~&`Fe-Rq~ z0`w0hVin498PtF_V{)w(QMI6104 zkFaIb?;Qb@b>~3?x#aolQNKc{!-cuvot^17$Zj^ybc$}NcWG)JcT6Cv`F7?D)5#qg zwp#_Ur*cTu^ZG$)TfR86x=M~hdhJ6!WOb<9#FAD3bA~SU<|_pkn4Oze6+(Q*%3U58 zLJ(EBbE);W0Li~=Ts8M^w3Br;rXI^4fDV7cJS^LFl~G<>KH~Oi>O}BvA*_0pKV)?@ zoEx>Wm(_!*F%jEFOA>uRLaxh;(3Dv*L=F7cRUbi|Jp z#m5UeKrQU-zTcsP9!_Y*3sjhQOABj!q^KMpu68Cm{_nnp%U#wkSu}vGUN6A##6iXH z4Uy%eK;&SMp=d$nR3;L^<*=1|=OP-%Hgv-1=mvsK3cC7Rs7NK2$9_ouJb_Fkij(0? zNs>0jxn4KQj19HN0PUM_urW*e(?d%GAFhA_qc6vW{CIUmMT5$>tP?#QeUi)4pLi~* zDn7F)1Q?O&W8J^&#|B=-pkOCmI5vs0WlcA@iGTexC*y%NtYpEccq2iRjQCz~o$#_e+x=P6$?|^-jl{m6AjRBwG|{-xjTJ0k2Po%4lEe^X5_fS!;={$F zy@+sk$Kz=u(2MZ-xo~LMGYW6}!+oaZB1gT%iMzQZ(>fo~eJv;Hj9`LSbR$XM36sxz33&qKfr{x zfyV&idh$k}=~RvafrF3GSvsVuJ(u`Tc6N55Q*E12Rxae2^7Ig#Tt9~Dm#}THNO&j1 zoOT9wFHFIK?0B0B6*3(!L9pbOp@7zB+Q|hWb<7KN*~;3aC6vxZs-_JzFUUEFVneK` ziq*z4-O)W{jWu4TtC>bF?^h*Fm4CsFF$$_$5dN9a&!(u0lgBYmbK304NI)@3zSZISYF zvG|Yxr+TDWGQnOFvOd)HPx?IV_(qZJ@X>w+4cQKdOc6mw<}j<%0H=m!yWL9tFKr(7 z5a9eLA^p_u!2j?-SNs#gzh&x|h3{P%9%D}sRId9`jW14rT20FM$c&l*dB&pSS@7l2Lf zEA<-o6!64Ydl7ac&-Bj{ZP0b_|3Bt34>#*)t+|84W5KuY$x+r{3X6obg6mx8S-efz zs=D0f)sErUGKN{Ah{UF1Q`g9p!$brrY6`O2LXLiuELLT28TzX zP>nwcLLa#eHm)Z5>%7H?vBX5F0#UgoNdfM=rBUCZpt&aDhD;sd5NyvB(G;;HrM)xv zXw)desXIE%(6OJ<=~Z9vThj95p!(OzG|Kl3&wRi-jy^HAOf3}Yp*Hnc@-%fzlAdhr zVZ7(UYt_Dbn)*^o1@)|EM=L5-nwJ#wH|sAtF;1NfK(Xu^E7B%L>XV*W`nWjJw5_s< z2#u|#m|ir&=KzXLkPBU(0UherD`$#~1rbsSER;lF(8a(kWN|9v&~)?Yz?9h~oL~bz zG|eqNcY@}kN3m1{(?>R#&M83%sT8*4YkKG|k~{I_dGB9?BS0l$tuDTMSfjXh{c=!k zT--#_#gvtd(lwv!d9J&W^0~~q+}fg)kvQT$#V4oRn80LfTWz@bKGX8LrmSvC>Y>c& zZe1`nut&$;krwBkwMPT*3IklNd@4VlzaMqebQ18QrrZgvKT))x1fN2b3Y{IX=F%1x zSDwxNLy4BjF65|9325GBI$X-BQQzz0gLswpSxe|P;vnSm-6fl4-Gm@z+GZ3E>0B>7 zor|KvgQ&g#8gS3~d*vU;mbWLFCPu`s-82P8!daIQXXyeQwVSu^vnLF;yW@Esi zUvZ%&6!Jeh3eHz#|3t?XjT7un`m5MaqaPGsjGIS$E7bQ22IVT zGk=1GnowdXI-LHp?exyO>Xow{uH7}Zky}}(dVuDF(nuKY7PxV3PaGz6xCI$)=3Cdg zITVmmBm!Nakp5TIQLUBIR8M^@lHVxvs)X08DHDPB{2h8SQ+uWJ8Pv(S1b=uI^qQ9C zPxF=ddXsxI+o|Y?6R`_E8QE>$FSwaN!ZR}h{^#5OK-?nr63-7v;oV%pC9JvdE~^MEj?~i_H3z|tshK0`Kj=M8!f&zVC-HLG4sh`TWpN67Jf%KM-u!kG3)!3Dq0N2 zM-ovRU2?DSt7()X^L)hh9UE@!4pk4p2UNMJy7Jpws68m%Z8LJACPonYoh*AN9co@4 z_Q+1~H>#O>UrEhbE*m$Bp>LV@_X{n`y{Z+d+^xkfqMq!v#QLirm~{{9tIq^$^x^!TE`HK=Qq z&v-`!A3S0Qr~my=xXo>bxRdn=#wn5+BjN63{#=ObG11j$+|bUP>3@B$qaGB{FTG5f z06o?2p2c9d7WyGux@^*VdYt;yz@%n)U5AfG_~w(B4Atmh^UtOe7ak?$!VvrZ+XMlA zVq-bR0O5h5IWQs2Ret-QA5ra%yjG@n8!1y3iuaXN^!_E_a!7Y>KkV7+nK{nh!1I$R ztS%hu%X<5-Dd5P9qjBPseSIbGUCEZvkI^I~b>Xj;ww9{4tNyjO3>;yc%D56Mk=Xa} zlZLjU3I+|Wrp*mUU+;aLGGdcxk*l3h`e->1)`)XU)wC-t~fqxj-||Foz}k)r@r;tzf)2 zR(UA?uX>(!U@p43Dne}Gw^``06TOE|F&42GFhqFpYB^JuXP|y2?Bgv?qV&tH)wwO) z2)Zj~B!(qc5;HH2gKvi@zm`04O9e)KYZ4nCkGbmvF- zw5YM;ZkxyAUZ|wOgG_m`KtW-nB$QUnsD3cd>LxP2_`@U>UZJ~-V;{E5rm9$|R`%Sj z_zBz7ws-cAcIp^|FcE?3yG%mDaD7>w#{1DJ%F(k2GC|)t>{8CG#Ykw(K{2P^fX!bM zJT^6Yvvtfc{ZLkz%&@lVInRkv=tQveTWQU#6uHdO7)mU6C?Wry`khNirb9V2tiPeR zYxxFSum+b0PS~AbE4^_im?~FO`P-fSDWfhW>lHT|=s~h7b7`isidt>i%gfO7Cr&j@ zC?+c7Vnjr%OD0w9k)}M7r5$2_4IFea0&3pDC04>TE&Jc)?48)U0qZ#AFB@!SqOv82 z)A+I#I$vUXDOp@wXzKHQnA67j8tB05;aJH#TFDCzI`H#*doJ(wA(*@te^uBN(wD36 zZ9?|U*|H?Jz&5Ql!Aw?VS!q1fgSt=ry*waWRVyERfY`YAdwy701GR?lO$1byK?`r0 zYEB>iweDnP6*o;)1Fdr5yC&30vB_?}l%@e&P({$Pdz6(G_Q;-nIhc5{=kzS9y%-l0)&e>=0z1Cj) zPX6a+!6wpDW}!fy!eti%5ys|p!`|Zp{;D@FlK_O{Xd$Wu=l%apW+&!vh_E zjev0)?K1ssYI4TsNeWYBy|1@usyG^vSXn(}pwHKz6RX0D^3MeSQ66_rkX2N3g;-;>D^zPzD#f?9wvz8?H+Ry z!baHi7|_MF&?Gp|(JYdGdy!S^%Y9%PMnK~u)5#)lawOAutsyQ<$D(Ct=j8=C;;56J zUVQBHRedUQB3wCDOlAy_izSS^e_lkBi%BE@35R%ARYZf^;XKgx9jd!8$EDNr?*9UlGgW@I^wI- zbQ_Jcx^#-l{W+XzyE&qn;4P~SJH3kbhM*2s&(EDrj|(~Tzjm}kJkdaC2P4U+%uND! zU;w*Lj}9HkYV{6?sEL)byC7FrA|}*-sz`%=5q2~=Z%~lwQWaP5q=PB)JrNd1e7Ni7 zf}>2EOu+O;%H?80z@-|_#IY_VJ zInjX(2_@q7O55Ri=i4_VTl!7IQ5_v3Z;c*HNUB17%d>znih=}&qBI39ODyJ%(8dl` z482W5tpP3zDHr3;8=qPo=T+)F!yfS?a-uBZR2A!5u|=;blUXbU0)6;kQHbSqLGmzC zAQ37g7N#(NeBey9rEBf{C~(2`DF`6t4)1Kb|A4FE-6c@MbAsB;q=csDT&@y0D4D`i zt$(94LfIF529~zM^y}rl$Rx&C1m5BBOH9Rtr_Bk{tdi2^>6!RqzBlO7c%2?j{2rh1 z@~6Xqy)`HbCk_)nvyIEq>0XcE@=J+aK7>l@OZ_B}02O06&l6Vw>9$7+BG`26d|5(v ze|iCn@`8;C2ccisK?dgTkxMz(*zJl{US6bXH011%()}BE2Mc*N3@1SW6w%~t_9}WX zuy=fyh+|u60`H;7R%a=q6y_K>X;L&aX_e70C{DR`&x37xkTw~RORozccWDoP+L}qL zFPMLL?^=N--%B2}Nrkeo`!w_g&y0fyxTjPQtlZ^FhZF{4@|@!mNM3ERnM{}kpn0S4 z>!iVR6xI7kiP7VmFUR!gj@ZA|g{(+N_3C^{!95>)l@D@w(3p6)^NZNVY{jWik*|V# zTg$O2#JIB#ljC{B*4 zMAsE={M=i9AqRko+>x*kpV`?ERAM9V4fU*Y^+Lpz3E|+Nmy>i9>!J9-RLR7KL}^<7 z1Ub?7(58*<8ajjhc@IWN3?cI2FVPvEmI;cw;%5rSR!d-LY70d?nM=7r4f%(Vb#q^oW zaHQPi|HePHV@q%>{-bK;#GQ8fSLetb_TgZ|-8RqdcHoGtg?^Fw#5REyag*K!d))9I z2ISf7=$v@=zS$NlAPS0j1{EDdSXC>>>im9+XPdzA`-hM9;D!=!q+Seb$XQ2RBEA zc@J*kbg10@Km||I#_PTeZO7+-Sr}?nG8YM{_~z;cQM(f>T3mkgW5ykN!Plnep6){b z&rQHKs_6Mvi+WB?ba90<{fDvIQ5g6p^KjuJ(dS5>QSY*f5ojs#+)G1A@rBLC2DiQ* zL&ek+o!yRmd_1pZU|qnN82w{|a0=kGP(xIOL9UnL+WN=hU8t;+CwsjmN$w|}Mkd3?<*o;!VGAV965mZHo5%~}-gp7;})j2gS!2p+k zUfd``b)gVHV!@(5+k-_dea54nsT(`Hk_VyUwpsV3Eyg0|n(pbZKZJ2&$(u7**6Q{0 z4U9`**Y7f9Nc0^$_yn=1w$%=jwhMCe#?Hm&aCFBr4Um)9t##DvRheN{Hgc226*3`B zQhKMrM&YGLAal&!d_20uXr#EVx2j_F;+j4zc)(af>~E0`XjmHq|M&op&7SZ|=ctc) zg`PVlakP&r)*)HL)PK{&i5Y1^Cw6!F7$ZK-N)_UB_fSHQ5qu7k_!=ANIsozN7k>*j?f{5D{rqHWbbcfQ*YvE@TA9hu|()C^a({_ z^%0JB1=9vbTU$(Cv`3gJVLX8eL>jMOsNTP|=KWMg1hQQZj@*_@P(mNR8Kiu3R5#L> z;&n>yrc<)#9j6Ox%=(CbG;Gl!E*MQt4-u7vCT~l_8s=D38zny1NTv@l)A%m`=>DUuYx_=ch=C; z8nu`73RPFbmDogQ?`No76Qj$+D;K0#Vr;o#d$yED1RwQo4zxC3#u0geU_>F+tX7Sr zd%?Pcus6aXQJYkOZz+7VgMC`BUc2 z##PitDBt_xbshsY5wpZmg>WC=$b}T$_*+k#-|^&_C}?WqrSAu@m7+ zS)AyD-l_$m=zw6OvH|m&(&6PokZ;ESIFD^h%JmSgF;|A)N{n5V?8yri=BEsK)AgM@ zI)@jbQCujVwr8R|z!x}0gX|y29y~P9_o!POJ6d&D)A^eQ;U>E~-wV&O&ph?*NiRFc zdA#P`uhg2Q)3{tOHKG~h# z3{<(*-j)&IoivXC72gedj2F%gXqJbW3U{S03U%7KBTi5oRmrW+*>WIFD!|q zcS?2SOy^_{Jt8Oc-Hk*4%U0%2ibta6?AOA3#J@SQb&VepI~ru|_^%;lvi#juw*#&8DXao#x!?VRGhlW=K4H(r` zd^u9!$1aM-;VV&Mv|7jLyA?t73c){?Q9;;!oAh>AoQK9teMZ3LLa$e|V~|Wpn8i&j z?ck8dUH_>b$TGq7ID-%SdN83bV7$XC^*vT~RnYM_zDh0|?)+T*-kTr)Cs)(Gbe?r@ zLNu|2FpPWdUq1zzgfjqimX}Y<%r1|fs0wa3*3};rvf>m5HSlkBdnXK*%Y`A_nISFI zZ|IiuX+j&6q7@D#DEu0CO1R}9#lVVGA#AniAcZ)^i%uL|dvVnSO^zg3&p&zB>x1+ z1A|~vtL&!uAk#p_)+^ql=m&kqpe?}(*rhh5azIB?7Wn@q5`S>yUDdP&08f)V)2^t zb6V&&dTp;5{u7Hn^YJ0#h&|`voPhjJx@N zh){bCm=^Xe*j07hVz>a10@}3Q^PD^34AaNPuBY0$gBnnY`|CpoPJ-TEYWREf#l`FqhV?a)ga%ba$fb5sW=S!tdEDIjF z5McS7$D%;CIMcizjCiKJq-X>v6>KIv#uUfHjT*%OD=M2cHHED=LsiyNK7gm$nicA( z#H73egWJ3vFg?|HL?QLCnBKT>Cmzw+KvOs|F)?KBMwioHUBkGY9}$Ye(floK_*n;=*Gou$QRr1u`W z4Jxiz8uhxgZG}e2sVt5CfFy{?TBediMqZQa1jS0FAE?8xo+(_3f0^-KEtdf8C5HN` zIN4t@Khiee1>=4#O_;`)bNUvu<{&ur0@+EESDa;TWzi!oJtS(uqLH3{BYb+Ij-Iae zomlV+-54D{*?Y-oix|lyt?wn&;tn<=eS8e1O!hY@&yRWP1`} z>3OHxTjHC(mzA2mXwAYGh%dX+Grpxvx!dK5Wlp8@rkbHM?Wqg9${To zBtcgf^YG^8C65xmFWV%m`G?weRjzXJAp7`*ab!NK+Tkl{vIl_Cuvn(j+Ac_m+1vjC z9F5)El*BW0Jzg05Z^dn{OnOd57FL@Uwqww@M;PdKcF3rNEVvnzNWqLK>GKrDn-XX{ z?KCr!s1yZ$fqD5G^^V?IX11rvsy8U8aAAy%xeA{FO3d!;)b?lHeW%xqg!V*DQ*8)3!%2k2Qci7K zB@GP;pjkCspdW$2`0cJ~$hu0)iR|K{@5P{0Mo|Ue4haXB^3uqHQDHKJ0zuCJJ#8&GII(O(3heXZqF$vOJ14+Aw@ zuyDTlKwADiedL({tQg9dI?#}cJC@Hw*FN}s9^K}%uC8^ig42aS8Aqkhb=G*SPRNzt?1s)r8%QD2-N&#R z3{~+6_NwL}vTurxz~8C!1YEimlscLupGhV%c_lnjgVx9v6|PRCfY8AsA9W=(8EXS(Mc!F#3FDAi0W$gubQRHYk#;DVfeoO zTw*sa%?Y0v*Xn|)P(r>b%XP&DFqNhb zTgD#Meq`v1=uaf$D|tni_7&(tRf1c#stMuhMOG3O#`_IQNwx+x4UDTGAfb`G;tBlm zj_zVNmh-=evHpq*S|j0!g%t22Ebl-W6_(JwX{NQN_{eV7&RkE8<^7pySU0I6xfN!l zTo}k>6`jg{q@SKvH_YggqiFZww@KT>JuWR>>`)!9#^Ck-RQg0NnISuHhgu@^9I#2k zR@!3pxW6lU^vcoFoTXZnXVfukI6vQV^J<;#$Z+h~3j=_=19M0=Ii;)67*9lbrYWC?Z8^iVF*r}=Q-1$9 zxo1t%lOPz~B85LiE-qLm4pH9|A$BmxDfHY4H(u9K4=)PHYUvg~)Rfu(Y zTVaP*$v;2cGxe=>kbb0nYa>$+_Jh>FglMlO3Tg@AfK{@rvKE}Bs=+jP1XupWROa;# zl1w&OdOO{+Mv3eT5i_2TYO0)ZVzqhww@|CoKvr2jWOysqpGk!`JRjvFnx1p6!Y=UJI2m6JUmj~57o*~ zaR$XD_n*-+du5atOeAyyux2hIewHZxj*$_(S}^tCDbZbHe@h?W$No3P_6h1`jB%={V}A z#_P~2^eBJMCj6`cLqzicZca(f-*#wN*I{2Y;r`%&ad9dJrE^wp!*yB!bKMp3rG1r* zS2P0B3?d140ll{34F7g#ZOcvllJC<$du zQ9p2se?kmcK`>i6vbL>%qf&z921{pH?V(fJ{eW3ihc!hd_qG8a#>*R|V$A<_)8~MD z%EUi|gGt-f6&oND$*ZS@CM4j|6R~dYqR!L{v-(!Ie)E$9hczK1AxCA=?9Ys@-r;{&z<#zM_(aFeA0}}aL5f?Nq@T82RzrMX#ZBOjm=Qn#HYl@0$tQh0ebjhE*r0)Wa zq&I#{CTm{7mVi8vxR5nqV9|QJi?-d(d@qgH)Tmn^gG$Bzt!Tg9je1RFM5G>I_ccMmG<_wEkLY1OTH);O@3XkAxt&x1 zoorFQ&RjR%1I^S~InMjgv|E2FX|EpEQv7hCL|hw^gRBQn3KX#Y>x9n_Q=e2*(@qQ+ z^5ikcroUSKA%|6yX6k4$r&LC5p}7-Lx>Ut{Q}|svWkGA!on6sjVEbOMUKy0uRzR6% zpGT{D>8zWsRe;bk0eeTRvzIuS&KPsg3d!Ri<5!MR(yx57L|31=XFykHJG{EHhC~z= zt}Ofel`SDg#p~46(yGmevZiCm9;!tLbqX@|1n>KLc{#OLNVZD~M`}_LmLc1_MIO;= zW!Y>ksk2RQIKW6Dh3_saBIU`H{#t$}d-uGc?zMMYcR_O4U4G7;S}q=xq&9wcA9!#w z!S6XMC!fVi!Aa`Q2|LF93!XAQsgD>XoYw_t`(N8RIvU>Wk5OsKp8j~Mq4r1h4{~QAQ4oVnqnA7JB z7xLRufbvU#yI1d)VOQ^(lKf*I$#htHprdkN2tQs>Gv3+3@(VmZTm)(J8u{pzF--_} z*#XjDbTNF2ZY?YBm}@c5!&_!!CqxZW?LTI1gZ4^0Z0MF1l^yL z#fyQZkA&pMDCukbq3p71P&kpah?=mnEuZ*}{L+(0muB|IIp*&x?nBADh%LwupjW=G z!vF|VXvf8_H(rOc7De0At1@e^61L-KWsv_Ifis{21cs`ri&!0ZIehMRxtahL zd|^(+w*7^(cJBJZ7C|;WZX>5bP9|1fayTbkK-GOPS-i=t?-d^wd;N;hyZm{#^?qb+ zBUAN0x^r1eQrC#2qs=j3!XL(_Bo1eelyQM1zou5j%juTHEz-k3N}Dc&{E&;E3AloqYW2 zitp2t0M@jQ9M=6;e>|j1hEL-~?)t`C5LqDr(LE+RyM7Y&D5`h&(FR!OXl(n-V8iSNlE7&WRD8mjKuH}D!!=QB+ksQ{+?f2M zF-ro%7x>x}67pqb&8=+qmM}B9JD`OX$t1ta9_@0K_fJu^d$aJ;s2zj(-f0c$wRqrm6dDXtoVU{{91@I7tV6 z4=PCQ!Hqt?&|e-z^#;v!cG0@}9e2eezFQ0jNc2A}%;qGXtwilt@2K#Uy0Hh{4f5po zpOfA1ep0{$XkavEbr&1K1$(@_(WZhN+UNt>Iq#7fjfl_@V3G$nB@sqMP|VX`!mztc zGfDKpL5p^5!PlvYShJ78BHP?9z#jD1$a*a| z+}6>_q_K>u!urRB#8tfz)V0EQTxq2fU0QUY&v|WAk!qj3W1X~%MsTp5ot*(q7Bvr3 zCSwXgfSMX7&9l{yWi7Y{2G;rT-~wuG+p~7b=+iLIe+buCu;7IvT#UNz-nskr<5Q!5 zeEcct-6WyIlZS;R3?s!p=joY%I`5y)vK(f}b;FEb;Efn9{vy=e`6qm(T3RIeR4rM( zXM?Ez)ec~LYH1>ynyxBq>2F@)k+27Gk|7ZHmYqp8E?Ly?HGF7w73}TRuUJ#drVJCXkWhYW1oh>FLB;>QDTSxbAWuPR>b{2;gEWroBLfIy8 zBC^jPs(x9W-}mCRL&cTAkrmNLU|&%yDWSckHL)yyn(!7D{{rs^;=~Ky;q{Y)2yX|! zC#aB~27{wGcComT1u1FpguwEWjkF&$;uQUn6Zz9ZO-X|{Tj?tO@{hAmHAQ7<&Mgiq$sP8HDKXWqxr7#$h*Ls%dwx?-U%VM`)yG~fPpP+q zjKZB)_`Yz}Q)atrebL(iUVtk&QFKtvLapp%=k|m9O?e0CtD*;ZW36QuF)O{qeyZ?)MTD4rS#WNFcs{i^-5i}MOS{6vPs^s0&I%gPjv zwIgj9;St7#&FMo2vJg=wE@Md46J-5g%iNeX-{Cp6VZ7ycyv3WuI@|pYg3DMd_AK%+ zt_MwULuTl151gihFh;4-4bwi4Htk^u^Jr`cpD7)kdpA)w``J-fV8~SOUemvcs|sNg z!r?|Xw}n^cJI?a(JaF4U@X23y4WoGE{x#4Ne~Vm&C{i>MdIa#+ST&Wg_S@L+18{yi zQ^mvV?O+v=Vb^|YQd$PGfZ9&7!;D=wnY0k<*oP;ZkG<-=&gPCrX;g*nTbqQSSis@s z!W?Bdf5$~H^Hg&uWdw$lG1?7eJlmphoo(8mjwziMSYbJn0Ax{6)?hkc6v)8P`2dwL z8Qa@>$H&LNfd21*PaAJ<#t~w|B!8z*L9#(CswUx|aoI$M8L2(Mxt=;EEJe&MrnX!L zf_&KMzuc*iROPaL7E(&YKMB~ z7cz-K3=9j{@Xa&j~ zBbrc1%a0r6GiXY-jw%K~4+{wb<8dx7rdp7+qX-8%rUxR_>ipX3JsWB5U^=UDWgcmj{U1yaAlLO0|GgVwxaRgJ$kH2g2iCpUL z>YvI|DWF|NV!F}ytq)9wJYK_b;T0a28#iuha6c)F;AC+McwaV?RA@1Es!;@8;q>?pg+r>~PSiBR= z;fWBjk2neoclKC`r zoWt%K@ri{wIdaJFQP%@ge?7+yPAAezD#!Q5%la*I8g^vqMV1L)kz1m7hff9cL2yrJ;9|e#iFeN|$` zKt^&D7y#EBHViWqkk6U#)vd&WQjx-~B|LnSUuDcv~?CNF2p@5I^&mAwM)1 zr>A|HE@4SYWeXn-1UQB?go3j9*Ao_Syb_%nhCj~?{SVfrFZ5YQoFUiR%pkwzk5a_%+xKFNEPhouc3L?`Ru4`7t)`BH+_G6{N7<63V0-DqxKoAs$=|N;| zjiUXT=adUHdv+Op&Er28LW-@COC5`NIHv@qng<)qZ^BDMN2Ufa2ZUYajI!7NK9%4_ zU|8g?+ICRFC8)1(99}QK$M*^&CR{_gsp(iGJ7z}#dFBJ!xeYHFsY zN&GN#^cZ{yWpj0tS620V z28jl3Zcbn%N1$l~AGut1oZN*hYB_*V29|9MJLIN2hny)x z9GaSZQA%SK0X@=?ZBYc7(GG%zMe`n^T|R`+;*reYg-+U(H!RMDfbFVIE*^H2_^D93NOrypVt3R&+=nhDnCoJ;Gc zmaAsjjsTg4uYU_n{a&97^slfb81H76JT{P0gVU(z!w-$uml6tU-Dh`erlk{M{Q|wG zuwT&d_Wi|-)&DAb*o@|`1a9$L>&>L*XX$Tb7>dl)rJfRxaDg}~i!fDi*h{qNVPq$S z<7+Cu2tXYW#+qyj03m!7O%!94&>4uQ+qYvAvUM`Sefn8hv9{J#uIZ{?_pdt>87TI znW&^)Mf@ZesH2B46>yA0in#M2H0e@=+PNqHo@dGx=-rOGg3@{Zf?>fRD3WkQUHtd1 zEQnE~?he#I#wMjf&#*R&7T`$FIRiwg{je#W{UYZtlLiX4>~6?lN|;h}M=9Tu`0X4| z#tS7D2!Zd3ET52>8yzL1NK0eN+J$zn-XptguEt)I;3~-xMY=A&e-sTuM}Gkc1ak%E zvU&oPdnn#@qSyE71iI^eD{jsIr7O|L2xq!mn^WaQHbaZ{rc7o<93l?FE+zNJL>(|5J4jBUQhkvAKHBN z1Dm|++*FL$z zHG{Q@vSct}xXba|CNHkhD;Db7^NA;ZUI5Zt{P3@=w6DHpnhTER03Ct1BNmcbfK1DG z#m7hZnRkpPchp2LyFSsJEB)_j>sc<{CklH$Lnw%Tr=wZ+IXkqS@odE(DZFxGELsae z2KqjiL-N(O4!JetXcs!B>?BSrKO&%;SDP!y6W}T}Skk-lxaiY_8oZN#4Q=VM2qWkL zHvF3~HbeX8@-u!1#mj&E#e?7rU4Kk)ivKEO0_-<~xu>2G!cnZF0bc%=2EU`(7#Arr z(rkqibl&&B!p~-sM(do^o|Ny#K4in0VY$qL)-MCTe^0KXHp_9@>>!JJs4A;=pI;3K zip15lF=fr`dNmkfe%skvWYj4n9kJal^ksz4XrYQh$tMPVVVM6sMOCx2BWQ>8{nByw zCn@`iyg7@#CqL#&_^|u(tXK5u<}G8nfTpb`1AL(3!Hr&6_&fgHf5opBmchV=K;+~k z(9$_f(`yh`XYN^+j_BN12VF3$aXHcc*0@z{rn4KMqJ>78E7Y}b!VxDN^&*2dzM`jbkYu$bbiru^E|{K zp1mc0Lum8oczJw~?EZ{^ml~=*ff)#1*{nO_#6qK$#@60&i(882?ONzD@ONmB-Zj&` zPkrJ1Oda4BM3lenD|kJrl&V{A3|YJ zguZHJGKK<6BcT+=t-P*3vvG4%#0O;m4&g<=<~4kc34vrK0ovTZ@{Pcot#9-GAB6%N zpitCS+uCqhk8;tXz2S03^sRFP4YG+d6OzgSQBgr%z+QCuIfmm3ci9OpPb+G>4vmk1&UOl!unHa2d7(`b z(?l808vJNqTZIL%@a4W=7=6Dj&v``!Xe8A-ABB^8%tuGoAY^14GQeDA%Q#fFwyOVn z!F8Hd7M1k;9;9i{C-vN$D0oeA4C_?8*HyM$1ik+Ki}!}8sTJb<9b)fj^4uv~B)@NA zT3oTZU=HX47QHcdB(53j+S(vyY&=hiLWN1pt*P?4#d1VJ4GT+HqUF0!IT2R1^OT%? z&cPwx(wdR6HxP2ur0|9uQWlsjYoElix9%`aAl&U)d7C~y4$Wc%wT+fFDcKSO051^( z6wyzCNJd4*>I{*sb2wRq!E~wJRtDedJL>u8$m!@^|J=vcS@ZXd6=&+mz3mb?q>C#b z@q9-7Up6#ew|HA5TVT+$UfX@av^I@VInY3mo|UuZr{y>d8G4q z2c@LYfUS?=&;bgY!vTkc#5-3;2M9hkq z+IvW)abQ72r1N}EP!i{JV*t~gZfJVX?9PtMW6RK;y~Xbz!-ehi&0=_Px5pguSaabv z0Kw^KT77cH;SB5o0{;wvwo9WYHi8IX!eEY$ODgIx9|kT8F^1bx>E_h+tJrkskalVE z^rF`9882t@G@OBJSxP7^b@V``IZvqsHS@q0Z=J@m4Kx*YJCY8XhlEFg{rkEfuR#EZ zQq^9PeC0gNM{KEq_Ze_<1f^1-JCAxVY;76~8>TyB+&-bFL^0}_fs)3P+Q|)xQFSL% zRCdpXpL-x=KZB=z9&Xw*;i$KC5H?Kxh|1)yKYNk#ya`A2+hJqphGH~>VWs)ZBb|y? zy1@6ZA&9g1X^t$@X$m>1QcJ%j!*+Vg2hokT1T$sP@VgnlDdP#1Agj2EB3qrEHsIKg zVaJ;>yABO}3j2+VW(x?dYa5>;GSX5Ik|BK*aTu+mMHaSOFEQgvd0^rOB=GBq*g`Fk z<;z;e6B*%r3>rTJBk%sf3vCh*L_@ER(+FfNp%5aam*3z3)qOJEg|J!~c;!nr|TU=}}JK}?U* zEct5^f6n^kjL|>#-Ht`HPo(lVB2jN~GpbqObS9Gm@EEPoe1~tuYwf?>WSJ-4Jg|KL zl@XL(pbfC6fq@$qqSbkTWGeX2`D$u5*X8Uo7Q5qLwn*yp9idKtww@39n#>ij%PRHf zb5LteZh2W(9KLsT_po?MR5j7jizdqLH0 zT&$wPg=qj+5Z8~NZ$CyLK)OzMU4R}Qcdj11mf?VLbUbxz%KvJvRJ3A_o{=Wy7E@C? zZ4RKRrF%(Po|z){(`2`DeNPznJuH^Kx^AV@^nRuQs(puZMj1})DYR12LUW65GlBQ` z6oso5Ak_r!GwZ*xgF#NVqD}5+S!aPupR8j}tqLeO^^@4QmNpcP9e*7}l;SPSCG>>= zxRUa5K}siMgD4x@r(A`=Kj*L~DmLqJ$iP(W&ul!>cVCDxFns814*;(9G$IZ@FL!;> zSab1Z?erhlUi_dXHQ8*|Yey?l>9kq0k7o`ePh|(T3TOd(C#N3tZ#OuApW(J#t`)g% zVzl?vgDycRALPp59AGV-MoctgZgY2Mc=+%Mbh>hDiKK3SwN)uw`@;>n44hk)@mC_f z>E{~%8EF(qD4^(U=ZO9TSr9HuSQt^?iG0u4b+Lk?X~4`(`$}^_J~Wu#15n2JkbkXr z1m})MWU?IO_NZ2D`{G;2UvCt$e1whYSZVm(-RnOKYA#IW0l8BKaaZRgR3~pECG_*V zGxHEqB7304&B4U)sU5I~=jVUi7LgGWBLI(SR7kpFy|-f?ub-;BoE)z(aD*_Lfnki^ zXq5Ku#g0o!8M-~1sjjZ>>gn-^!F2)URqvfAlaP>5 zsn$Tkz`y`!sWez%C@Lzh*+4O%LAc9>Jvc~1gJ?&?JE!)y6|WLwOet&ZiDu9aSztt} z78t$XJkDEh#!2tfBuERTv!b-Bj3+X=J?@r_J)Vw=xZWOisK;9jhQ56H`gN&VA4a{= zYA>4iZL?v;>Lg11_tAmEEQX5?0H%odKiDrJ-{Us?5(bXKGUQ$>Ey35@8R_PW_GfZR zO7ptcByBI<{s@fS-QCTjABqpH_v`Ll51am|-@oThnT)5MJY4Mr1O?e`c7g$-+@Qq< zODtt=Pi9qB)rW_=3WrL7gDxT>GCVS3Yx5gRNwd6s%`F1yU2I^ZFG%}5!>2+?t2!Yj zCgy0Y?%;7vU$o!-{v5#fR<~C{5*Zu`VPSB+4kR{+^z^DV7AFi&40E?EvV| zfy3c1;}g!eZ{Kj3)eG^qOe*#hpnwe}C;~VnSSKrC#|4nM1Mp#~+ojUkrZgLzk`FT7 z5rLN&G4J#NWy{WNv#uh`hDh0U$4t&1Jr-g%afkB^C-V>t3M zGLt50Qzih|mcOJAQmWD#8&064=2ccu7?g_o-+g!sH4&p)S~$tJ4H!`H@T5IFS__QF5|p(>0hSZ%strUi5}wiX-5J-@VP3gP zb@z6}=|)Eu06Nsv)`9`Lx#-H8j^9R-XpP_BUIE3ww3dtZG@(V$1TpOW8X(JTw7$J)g0XN~Q+Ll^C4NSFE}oWJF-GBC4yaTm3yE{SbH^p$GT@ zfT)-*9Xi#@e1-bJn)Alk?oga8IqGNzXAD(&NMfgTyJpC37%(XJhx;AK&PyYvnWzyOu2 zRB7Q1et9zFmp3=&_qKpy@#_;>HQ4{oyrbPcIn^FqSn^T}UuD84!x;Jhcv`^BS^g}W zt1%kGtW&d;PMfX(F6j7ORqIWlZT!yPK7M|XE5VTX-z7fnWF!Kh0Vx>;%pL>ay%rZ2H@CLBAdt9xrc5ks*8x4TL@HH3e}4$zEGqSe zh|z#NakJCcC_0VFblP?2qG>1Uvx)2TCwO?SiT#5t@Af`@0H;x@ z)`P07tXy1LqIW*mxW2ie{oQv)MnvRqIFg8hiW*Q~&kO;BXfT$_eE1LGN1S}VzsYc3 zC!nK42AVV(;I`iVljM6F3Z(BhN+l-t_Nvtp z-nR#T^U7vuJUl!|zRh4fFOxcLpm53i#TIC)Qr*yCG#vkfn2fBE!`hv9!xHeeKy6wR zFON6PH{+aXtJVxD$vmDMZf$@n>fPm%an{vQQPwqpgEq2V#FB{rl8`VMh{Ca0`EyOxw^V4T%~T^mXMu|513LlE~m%qy~rq_Wi%S??>QWxTQ!43EQ z>df}T^F>D%wR*!JU=Y0CU!Cpj?2;Lc$DwK(UenoZ!E2XBffJ(HOSluPGo05Rb1cimK$2l*Un%@D;Zg-4zW4G;o zU4Nt9b8&f@0btDl6D2jHwk_+ziC|de0l?w~MMMT}8s1-SCUW_6kO9+9wX*JcuQ}D# z#W#E8AUW=Mx=4?LjD*dmvvfB?+Y#c2AF{Nxq-o`@40LJ~0T{(4e5A) zbFbA;eRiKqQ>`_MM908b+P`|;(hAEZ|9Fh;PG1P2+NIUqw{{m=uq)uZHNF5AMu?V{ z_NpLBtHuJD^k3`MDjxnVXtQ!k15@sdFKV;Sw+&F2#Kny&Dk?HunJtkoDK5sRr>|bp z2V4nEA^t*%6hHnP9bh=utn5V|t_JXa(9jqi0hFyM%|gtMsjV&1<@%&CnSvp;Ov!VUx#;xu3NYc1!Cmy~%4osX(NjEnRK=3>AJSi`aNWVYA z^v=t1_ht>3Myz`5E;cD?VXzsDiWg7_XLgSW4i?F?q)326LrXG>J~HKbIwUHT%2+N% zK5|^p6#4lR#KXfwOiX;a>5mi}AKzOjnMU)w;Orpl{e_H3IHI$!FA!L*e}M6@v$uEs zH>aG2ot2anES$$qOExkyQ@gOeD*z73GLtZX%`+p~m(gpwr+NqN1=q|!~U zllOV5JonmD#*EHeE_i5~cfSCfxKtcgheH{jw+DSfLPBy{+5_NXBLMgZTH`qVl6c^! zGa5zbdA*enLc|fXvig6mU1?C0R}`(S3=U-nrO0Mcwju-+NvZ@K2T@r>N(EU2hnCGi zB5MMHxEBZ_B}z&Qm?0>XhD9QKSn5DX0Z9x95kt@hrAP>oHK7pN8=d~>&(1WzzDzQi zym#+A=iHh5&UJ()oqYz@zONw3o(qLEWOu_$pDPw5#Z@Nr0JeL5CWf=ZCT2Kl$?v1( zjJ-73+EbiaS&n&Tu2BS`g6+&Hw7?yDT!$Db!te$Mqk!ORBYV2X)_L5$8ag^0p|Et| zjtz864MNHt!4i(d^U~_W+eerVmX>f&uosYlo5Dj2Bw-KmuSqenu_NBwq`{M*7NC2uu%)E*V<%85{RJkm>lv^hO%vB!fDE*18mWUdJg*A|p^r8_EG@5r zaj34Y?yoQhBcvrEL??7SJ8Ol1!nf2_%ff>8emxULv#r`H9TmD#vJHqu=<)-^HX}r& zHRb}I;KSxASjydh6jTTKcK8NNXt>5;*b5?vi7Xxxw(uzVv+&>4qhc2pOPs%P+Fbyo z?UXwEba{=Kkx?O#fO5hZvIlrP+1du)QQE~VD>HTM*-QqyAg5Y#cqf z^2zD)!&d!lb{-`5{kYgz8`U#lM^tq516%S4BJA9`62hC}U^3u=xFu2O2`HVkIyXlB za!o3<(Kb8$^^?ItW&&&O7e*f-Qxd?LIP$X6O55D+TzDs8QLU$Y{CRsy^^ROfeGgn@ zP!JUb=S}rJx-B`%+ncO-7U-X+u48UEIy%Z8E=A_Ud>QB~G(a>>B*p;Wi7^db*8Ln# zeoak{7%CmR4i+n4wbbY*?E*V8oxm}}=WcCni5q&hzA$$qoH0dW%TUa)j_X( zAHBICVjVB`w(8zo8WJx~bJ&M4ay^vcT0HjJR&OI}x1)qh}S zQj)baV8fOQTUGx!Dj}iveY6J$y?uRs=kt8x3>ZOm`grLJtE%eid=_4|tJ?QR%Z~Q; zJT)~ny6svaapKCrxB5z@k`0;vt}{D(H3C#o=)J-#iaACD8G<9O39R-EFl2*Xi%3mQ z)<@!|_Ct49F6avt4fefw5jtcV9G-MjF&>5sAz`J)P5>A#7A-#bFdG7sjqPqx`z^*!f2J z)0{$Fa%5&^W~JQn;K4vpH1t_;*n_P}f}4e6(4u>&U=)8eUw8sG00jWR=ko)am`wc~ zEfZ_^jrm6fble{i)sO;-iFE|Qd3+w1%cU0-6rhM}^IqIzxM^tZi(ir}=8q;ucF}NM ztJGPU3~|wAcM=Q=5rfo8oWM`O6lA0*HL!9~B4{wm(KNPHeXe--yV&1DnR?X$YcVWp zg~aYtMWqwU<^8feU}FNXM}CgBS;xEn*6TMvH6l+zxvv9XoUdwIQQ%VLmh& zcTX-KKmH*5i{9e@kHYBRmBD}bX~pF%y~epMzqrni;C1TwY0vs& H7q0yc)jJ@k literal 0 HcmV?d00001 diff --git a/_images/d8f2ccf42bf0443c4ff2c1096b4870540cc1b34fec57e117abbb6671ed6b7ada.png b/_images/d8f2ccf42bf0443c4ff2c1096b4870540cc1b34fec57e117abbb6671ed6b7ada.png new file mode 100644 index 0000000000000000000000000000000000000000..5ae1f0ba2e54f8ec8117c8880d16a0362c69a7e5 GIT binary patch literal 10886 zcmb_?1z43`m-a(QiHLy$QVIqjEhVWaA)z8AjVK66m-G=uQ4THApi&+h=`IDN8vzOF zM!I3v2!b4ulf9vgAo$D( zf)`Cf1T7W#wyf|+*zTr=-91YqJ4XYXM~I?eG2*qT^c@No)r@?2(m zY-eX>dzFjJ{GS~-Ep3dsI%pQo!XTtpviEHf6m&Gp3X(duYdy>#)yO){vq@ z`Oe>&{N(wvk3F_MYVz3YMTtLm~)OcXK2?rf?$NGUw$}z zn)C6G0_*zvnSHW2x4_9G+fn% z(PP)TbfsBjy9H)dFf@!#E7GzIw=w9#RkRp;uoY{+zw0#rqmVB>;}|*7_?mOqz(7+7 zY~z!2gDd$scINV(fkl}4lL6ZnFt+ZRSzkPYAkB~1uy9aKQNs6bOYG&KFHTNoA29<)n&4^Jl-Y%ACfSN&-{NgY~(Nv+K3JxcCnH!T5#@E!;#i^ox@$l2OGw!`)goMPhhMuJ&J?bUAcbJ$|RpowK zjX4Qj=Fl=~qB@Sc4b9Y-*X-Bg)o=UTEkB$wI}2k4JbUvdKGjTF(jiYpBWzpq_lQif zx06$R2q{^YHMGw3#+ouKAH0JDpjT15m5>ma9$t0b%+vb@xE)j6mTR|HfUaE!>U_tf z!8Q{9$G-Z1>`r%qGJy6Bv%iBROr+x4%xr=uzRCV>ouON47u69zfCh{dA-=L|$Vm#B zm{-;9pC3(oc)j@D93^CZ-g|XsI#4MlCo$$JIuR@HkLOrtBluj+krS=1PA5Uedi>&*v0Jdt00gv77&$OY!>L)Y&jKV_quhiN^4_moJF`7VgdVWb{mT zB-z)}J5E)39d^r$pXu=w%GygzSxJXB9jh)zvT?lu1N)bIE1-DA$^IWqvL7S4-@ zV0;V6tGSQ6Ep4q#s@}QtK6Y=;I5{woh2kB#H1;Le=qN_*L5ur;j z`gdSb0|NugPeot9JB%R8m#E3>XV)m4_ZiyBQ+xD0N-YYrd`eAK@Yr98wIB5roLTR;?0H5&YzLoj1@-m!hlJRl zABqxjRFV(nR5dnEf+@${&o;v0aB{&HZ!@6d$!fTjs;Hj#s#aE0dq}!1^b!xh+DMi_ z!%Vtr1)TUPnD|H(-=(uzzb zEVQw+y|HW3<`B_hyPT8A@bCh7^+WDhE?#LC5s_t45v}C31Ro+Cf4mcz^t$?e){uA7 zMMh+YNzciOL03s}#dG&)(W%#+M1d=VKFl_j+`QqRaI42Bcgbf z@Tj5Sy5|QJxkemDzJxHfrzBncOhFNF36{rXar35fH@~sp++3ZftK>&OB22-StFn#` z3r04uwomiacy(*0DHl@lw*D3_=Sn;OJq=mP%2w1-6SrJn1gMY^o*T7)^Crsa$22%H zlkcOdv`!RH+f@>O+)_jVPw`Rxzij%UNPr0ZToqw!%~vQ0iC||&^a;YPWDadluE?!S z2=jT%!Z@-n;Wjddcu&I?w`(WCmZPRzh60B+FJ)3?pf=MOF9o8P+^45qGf z|2~dc#_#dc$XCshr&)t8i=}6&jv(QQpOsC`f>FQ>34x6zXACuQ3iaPTQ}(PCb|MMqlxVDf3*r)L+=J+FLUqMK1vTs*$?bi|z=IG9q& zq-BS?G|csb^=OUB?&cC37niz=i%YqAWMpKnex+xaTS7vDsf7i@FR|+%0z51A8;KAk z>YEC6IG?c}EiG-1?W9tgUb$}4?bvR5#~&y|TkS2&&c0VzSje+uV{6;h+bcZ0)7jZs zH@hY+2xKi$0Vp6dL}|hDEk%^HM2Nc;-IABjb=z@>mhjNcDBGU-m)wEeZM!9bO z4;vq)b=zzgUEP?XqM`@u_V)IyTwInF8M6+>;||5IlxbmUug^B|*({CRbld#-s=lRV zab?KI$0rv!VwhX8zLhsSfL7jtx>8UA+q?cJ)+Y%KcS3B?Bo_>8X=FZ)_fq51K z$+&w-6pMeb4%3)pDcmg(?AL>HP!vF3o0t_sT|9ou)`n%|KfPQwvT`=A}k{>CPbYBzOWcS4Y`yMIBasWULg02LIT2;w4% zGHE8BAj4N)9IKEH%f`c;fUzU>n~4x5aF-{Z!eanJo{N?Ix>gh z#{Vw+D510a6e+d2dEn%pK_)v=Y(?|ZKttz?zUN;oIF*xF*5#Qb3r1V42B7n}e%Kvl(jX!R=ClEgQ%=;|8`$L@NN4AR zr_MqrO~D}gsjp8{F;?8IHIKnx<~M>ghV#8HKV1JhTJ&`1X?%WL_u9ygs%7!U4JY z6X7^cBkh_@l+zKcmsz|k!hhS&;`_;aI7vcg2(Ws5=E=<%x_d_dQ0?Ojfs**>W<16Qr3=5SJxIks`8C21^W)y zy;(hVGqV&;P0f$}bG_NBy1MD_-o3l_-1{Uc7qALVJZ~~JweCCZ#ev=slk$zFnDSR{MBVG_4)%6- zH)3P|U^iXya=~^zI*zQ=jD$L5LLb-eipC6K9&38j=&f@Gp-`!n9$wCy`!Ym z3WkR9vmZ0|RwfckqT=gvhFlubv55E4zdTVBa;)OPk3mxHyLyb%5!2I!HXj|@!vb}~ zmt7baw<1y8U=O$X*i0xFZcK<^9vbe4G**W}DE@y40RPJ6{+Ay5M|a8VK+UpvmPrt) zYt(r9nn2_3Fg3+8I;Cdh7o9^Kq@nTF-?FS4s^iFO;49qY|DI*V^RFS962MLF{Z6y? zZ5|rSdwF$t5>)JyFq?Q*Vlof^9UYO^OxSolB7!Ol$T9NrWHAn5Uaz5Y& z7Ok71{s)Uz3*}42eD=`R0L54bu z`Z*pR5^nLL>kt#~X2w704<7RHRF!PRuPu_Z2&VDIpLq5qF^uI1G7MmJ=0VUE1QSfo zicQriR^tqnKPs{N3p4*O$jRIMrpKvaWQbM7i|V?{=ftX7S}BlR9Q~dSd>A4dqz9cq z>~o$jJ>bwS(O4|q(EVr`-G;uX{lviJYxzr9?UJW=$H&L}G7X*sm*&&&pNw%)I@t6- z_{6yX>s7=Rlc4U@`*FY?W=@xH-n@Ru`052Y0?ew^##SrK-vH-%p1Fm^zIJhYyE4C^ z;KokGpDEB;Pq}u4skGHi+%9pFrnkf?n}Sh1^*Qm;ny&xAJ9-z*OifK!Ef3Z$jpQ4s z6@rM6X~Xvmw)^6>wVfe>*~Tq1XjEs6 zDJXdQI3!6}Njlu;*^_YJp}j_x`>eUSH_JBA_~;#r<6(}I@$c@$-7{R@Thlwp-Jh`B zzfe^E@#A&D0lQ$>0T#KVVygiQB`Zom6P19Wbxt%zt}PTVLONv;CVqVzmr>3e#>&nf z6t-2_NWOREAv?#ohg>)Y-c>_u`1;H`jYfZee^*=EF*jXh<&TPy0=V>aB~U=%T%M#PY!BQ7uS5CQ&AGZDrg_AKK%0f7}ldop4 zQ9LZ(Hpakuo(=7Fj^27}n<>!5ZKz^zWXPm7G2$qZTX1~*@{2%&nr|fJ4;vJA7m`lt zd~6=!C9lpb@~#9m=wj;en`U`P@p_YI@)WzpS~5I?ZED}DaBx!GtzQt;E3At?qv z&oZ85+B$Rq>BW#wj~dRY-zYf#2u+7D99dUh+Cl(F^1g;#GS)}f{|k_Lh;&;ZNIYMa zcXd{j7{WAgOqvdxdj^5#$9xdWP-*lD8zr^tV1gvmamnS~rhZ$=b9+ic_Jg(ZjxmzE|7JzEs)Y0@!kTWsxopm|4K_XOi(; zWuLqy<}!)9*KW~69>_wUFNaS}Vn8UV%yUE#Qwcl9Le*hKKuwM|Sx2(`*@X5YckDo9 zuUZ5Xa#L23VBQW3$RT@Zu8L^Xt5DxBcP~x69n0xo%MAL+$jAebOyh>uj~qDy^oK`F zNvS!&2f8*JBuCavu9yHVVq;?qGN5*zP6*9G8HcdVjeCg-(<}Tyc~C7-+_6wwDuo(I z{2Ls%&BlOZt?0p$zenoYY|m`PGlIRB$3hztN=iz;umgMcd-p3WFeZkR)_2*%bFq}a# z%z4ysN-;*XuqE%r1%=ic-!r-9{Q{-C%ME0&s@Ygs@9GCQy$8@4TXT+!99k6Ax&Sss z3TfKQ@YAl_(@Cb5mg;bBx*mJ>s6g14Z>d-QY|J#2ORpQEvx=HpBEMPpYCk8ikdtIL zV~J7K+8yk?VRR{s^)zfF%RlrM0kM|4Pj}-~HV;;WS|a%6iH|aLLN1lm*VlJVPXzSn zrZ66JrXiYC#l=ZM6zoX4-2;O7s;{N1 z)SnsByGc>Ug{XI&I?2t=O1?CF(%D8$${<~7kIJ{pq0w6BK9Lxj#`vV>R<3q8*K9B# zK`pC@8v7R!}s1YZR9E@Q@3_&1JHJeaIW@f8uW9 z2--(V@CYX7EvId9ygWT77)VQev|V`rd7T*~%8!Q`X}`rpDZI4NJb&&c5k-D(LSD*c z_-PKS<%0LU{q>0~Jjozu=W_(!d|4DsCn%+V39klL-R1ym=Ib|}cuc%e-&fj^u4 zaonHX_naX=(gCP|e`r9>GOWd9IL+twT(KUx0r}PAz8sT2kQxKXh+caBeje;zJodI( zPkI-c9zc9F-QV5P%y}H>#~{{cyaRe9D5AK}pOt0&=-NiU`s4x)Dh0u%T3Ix}8@4%( z<8!8_me!asQgIcq8vDWZ*%^z1Yb~NHShk%_A9tWjGwliT&Y(Sh+_5O07Z`A!O>_R~ zb$Z0zU!VI@Mo-GZf`yZ4%!jwAw8}EL;#g%U?dH&$Y*#ujA!2a`6h^&3)$u% zaDpUbxDH8Qa(1?D#m1+<=3mbrq=Q!7{(PF7*Px0pHz#MRe1Eolb@=(wnf;x`9@xN_ zxu5>Rktk++jDJ7zYI=HD#+Nps>Y)6n4bZ!*Pk+6Saaj=V>h5+=H~)_^&4$%)Mc7E* zr(e=m(Mlb}6CD4TlXTV3%ZiNl#)*_(!&cxj}u6tm|(&5g!qlFUOsK#soSxlW8YL)8{P5u#XDGW-!?$lV z%58vX!cYiu+gV5Jh*zzKF%FA^X&^+*GVcFmw3}{Ez|)&tdfEvjc>v-dU;IZr1Y;XE zlh|8mYuva3)f!)V5j8Y}7&_P++Ss}JCpTe3xrso0u?eUa=j8-{SXE>G1ue;R`%CHe zJRRyQ4DOo-O;8nuqU3!3zzfn7Io6}nQ1nscD&PGKzu&rb>m;>4USLE7tyAgX)WpWl z362v2HJW@#0L}3jihZ=)ix$A4BGObwHO#Z2zWIB}e&%f)RSBk$PB*|oT-Ww!*px`UsRTzk6aLVr(K7lAPx%DK{?KArUMTB=4_WQcS3P%t&y)~3gj`( z&kw(Gdz=)yxv0t4lU~&T;|?n%rejkQ#1$3y@$tGN@DLIC8HmDE8fHWYZ*{;0G4Nt)HsJODJDu^L-Rn=8 zb*!e3pC%{bNC$KIlCn`E_C2B`kA(R&r*;4fa6}(=JOnY)DX_Yxn~^`{;YjoRYseK! zidSoGGK?mxQ*FSotJm%SkjI*1#6*VMYp7}cY-g-e?>!%lqNSVcl%22^AeVyiS_`a4 z--dJ@)KO|_(|oJ158`@l_RU3b=M|ll85K&RsJ+TB)QqdNR`RtIYR;psfSWN<>~R^OOCz)Y8O~~7 z1y06#=z458dL%_f(KUth$$-Bci0SY2=(;FExl~0-$q)4N#QFaGq)*B&e6~@7plOOM z6i6A?VB5lY40E7tajl%IplYtgE~6<@uwmTB1WGC2I9ks(GEA;awwQq(fhHH)Ki|!f z|D$TiUnoqhxkY>@^@2j!``PqjB`9+Gi!OWbZ+ILC-t6k@*x%c+hxEb>3bnA2eQ?F& zeMWDwV}?<46l;EeT2<9`{wr5l@@1)nrb9OU_&o$VXDJ9e=K;wd&M#<`wa*e1TMuPrMk?NB=H3{J3KC_F45v{eFY#JVqw|U8aa>en!d^9$*vVXNk#+Og}_45 zEaxaxlmwJw#m(miihCZLn8;a=uRmB9DqpT=f7w4TpzAbFH40I$2G}=tch_|^P=*2R z@)@cyqi`qYiu+Fg5N!~aLo1K``#y*ZHF|qpdNlsx+n=oGzVnPuN*ojhMn{{^!OavC z{;OB9u4^fJ{Gb;zxD9r67-G)|HUqbq&fd!}-!nJ-S>?sE16r%$Wv#r+IQzcn-ci>y z*zrbc0Ntf_d9L#*H)>_aG(6UOjisSly)@#(MGI?}FkqoD@?U{VD!xmjwP#}8w@s37 z*%4;fI>8av>~5_XuA^6VYTyn|ux3*5mlM+Nt8t7pkR`tEbp*Oa3&ktBl!mNloJhslsz?^*Npd$!|+)YU+ahSzGP6osyJvQT0*3(z)8g`1l)u z^=}-;qo7LNpKl4m>p)0Q1fLhxNezG61zW- zLgB6l#3=jaF*&z`ouM9BL9Wesy~{L*+a0m{@%@(NIxh{TvRlME2#$)r zzZmoM9MySa?0&Ns$dVpg4SIHfrbl*MuCCXU%o#uq-Uk9(-jiNX$mmiUtlxrqG*z~< z(DCxfnbogc?rk$RbR2XPW^>=Ol2cMTQtxNmp)3~+sPiyaiN3vw-)HnX)!u5y_BfXZ z4owunAkxs=GHLg-Yi8QHZ}^q+F2hK7q2e|(GxMf*sH+Q2+Qs#PLqm;|#g2O#Nd*;CDmOQG8koA@!r@odLGj0!rKccv7i~>M25aRUIls&o z9UGegj>IM+B2r`tC4-r{xz40m_vE{A(&uxHL~e}<9n6;Rr@#>69QQxp2)bh4cLn9z zs;a8a%ik`BgnT{7cqQdAdELJ@_-)F$pywG_@b6oYleWi*xqRG#Knu5iqOYiLKYD+!-z6XbRnMm%7#)8D?LfxR?y_je~=uZ9aB?I(9WT z!%Y#sE${5%E)NMD-wKZraZFc=5v4ie610lmcY;tz80ZeCEwMEg+;Yfo5P6*0*q50# zrX7~^AJIQ zXR+KeRl6`q%Vku5T_{7RxSN{a^z9NzdS`xDl;Apvnj2w1>~zN0fh$WqE>WNY`a*Rf?Z+r#QLRCnW^;*DVkJm~B^vdzX;au;l6xDsYZMqT+9IFq4u&i2l&@5DbLK-Bh}feqG=5-vB;8T1)@{ literal 0 HcmV?d00001 diff --git a/_images/e4d77c7c974e28b724fd431f9d2b39d468161b6422f641172b6e2198c28e237f.png b/_images/e4d77c7c974e28b724fd431f9d2b39d468161b6422f641172b6e2198c28e237f.png new file mode 100644 index 0000000000000000000000000000000000000000..deefcf769624dbf11f0198de86234a8235e37ad7 GIT binary patch literal 21407 zcma&O1yojHv@MDO2q;K5=ub&^mrA$N-QC@Sg0z5ubg8r`-7O&^B_h(@T}nv3^?U9) z@7?q6JL55i!vTBmZ-2SgTyxE}Bc3SB+`%NnL_tBhBPT1Vih^>T9R=lD<}Eb%%Y;}$ z0sJTEE~V|R=49#aW#VdqqGaOkZ13c5Z)1AT)56uw#>tVJO^}U~<({>>yR(}RJG;Yw z-N5GLYQ;WGx^o{I!Elz>5mU(A>}q($b*rM7 zrGhd2p0=lMp)8gKBkl2V_kDx4$5={^@d2}?T876*D>F-Sx7LT79R={`eiE1oB8|Gj7O zZ6i%^gLnM!`qIh%qG#BA@?!}J3~X$%&F-fM@J?0fFl zeb6ZO)QrtRjxP6hhBAY&*A6WgSNue^ogLz*YXwWxv$Laew^ii<@vHMn+ZX@Q5?XgG zb$11e?P!ToB9q1zb~pP-i9z}&y;|4vll@A0L-jIdcptW{i=Z3fpP8a%DM{Kkfy^>% z+^z8&`}^OE@YNqi=Y|jNS@-s~hhVJ_<)C|P{_2`{-s>VZ$~a0pJzRC`p-a9?MK$2F zn%TY7lORg^K3w*poKi@qynEO@SbwP!G1rZKvtaYqRLHE?B%o3!5~4@w$C1zLjTs4ccfbrM6b?fvV_s5HJ16y4d z-&(1hEeK`8Acw2%v@XvNRcwD2ns^DcXp}X2@0-TQ$750|C@Wj;FLcovx^0bdR#aAE zO-o8%e`>?Z>^1fDxA&tYRAJ8)U6S%J-7icrDs=4Y>+79gz7Po!k&`RH){%*!U_45D znj?)%Ntx-TAS=5kU5G$XdDxCVb}TuKYR*kcteB`Qc#n8<;4GwawaafFzS{8G)z!7` zc*d_t^Ap+r{=SbWg(G#q$$f{(nmpe>8=YNUE~5rsr*d2UC^wUVk$e_h&FHwpKh*|{B65hp+$&mIR?N-KeVv$?=rvhx7B+o9B0M8; zA<}Vkg!z+2-qyH+zrU2^gXL=LxMo%}6|qxVEFzYQ|^}0F%E-o%i%HFSE?=dlb=)`!@-qC@9gL5qH4Rf@*qg%#O z*sVNK{zlhaRoE?i+_VPucsL@5cvyQNk4~(l!^DlLT?$ z;l~79x^=-eO)BCD#+Kfux6--$y!_6B3S;sT6fy17_&YwIzr<*iml%ATSXhooDreQJ zd7YlF(CE2+5YyG!`8`)Ip($JIqxNU+L6MF@@vFY(!mM zU>vcpdQQzv5vuA!h3U4=m_M8iEO=$Q}M`f~_ z2?`3*GB6}$Wc0~UKa+$>8*h0g+|$#uw6c=q>kvyNDsVjImday;hcqe6u0u^ehr@^jiX*Eby<20M)71$Aa=X53A$$P83n}pwy;?L&j zYNprB5QhzJ5dl}N`99sVx@(8%lf5Exm^sc*ecgKQ_;;AHtv2D43pyRJPL;V3MJ0vU zg&I)fQP_t{%zBa=I+5B<)p5Ri_YOIcFj**jtJ#4SHpBEnUORoIt(V`Z1J6Gzus6Tq zU$ZzpSPr40VPUz=5vA5}vENN?KUEhemq0(XZvN}f#qq4xIo5+vnS^9EXsW^9+of{V zbNxq%MzN+32NNzXb(IbNbar!`ET8MkTWEXOYHMm+Mb&m4EzeHH(HVYP41Xu(A@Mjj^{ZJ?9rJUWrLFmX$2;mpsv&8-cCG`0s~j#1 zk_(HA$d!S4J?x7TNF+3_sHk9R`}XZyg)jkb9A2h?iO%7Q&aXF&Nq-I%xLLH^t1Mnr zGuO3@BxSQ4*80q+cbMp4U?h2LX8)rv8>o2vxUZ)pbo^-I`bZp&%tu%# zJ+OCz#odf2PDX39gTdf;t*4(IPivZ+=Ms{W+clpb^lF0J`vm*tC$y5rWf7T}l42ba z7N!R$thVLv1~XQf<|p06W0FD9;|xM#Vk|&?cmLv+bmr&hHKT}F zKZ4!Xd;aHiHJg}R#%9;VCm>LmrC5af=1I%emi_yjoStvr5KK(pcAO<8Bfn-_j4a3* z&eMhBzU-n_5-MBj8C>J!z<$tTXY%*=@OjAPXLM)RaAth^wi`I!OT6mRGO<*2tgO+Y zcgXQ@alt7B6jdFUiL|zkN4>LRk%hPw<+ZNT9PK8k$sMyk+~358 zI#OyB+KKws$;f+!wDKzO3ccXf90A5nF5Cn|#QZyr8aJYl#B z>zD`cB&)z}cb8SSGnH^UhUA)FZTnJ><@9q@thY+!gUuYc>}miX7U-ggKF4LI_AN8% zmW3(~%=6_}K4*J4ucO)M&RNU7;M~?3k&_C4|Q>gW*_{nZx zmpVkJ!~3-*LTO@(WC8Y0^1qV`*aPbh8W&NI)$HI`yg--nq(uj8)iI!axC4!AH5v%>o65K(eago4&e z`R|8nSw1T)p^vj8zJEWjH=6P3zM*n&!2pRInPfjdo`lW_$6NQX=i=)Xepx<0?3Z2f zIW+!8P^qMFxYr(WahAS)b*UxL5&zsuhbS2B4gwrQSjVGiGF}oc^YCetOhUq~$Z++$ zUhh5$yV!IM=He?5uMmH5iHPMlkgyUV_^YVzd`;hnjz! z6^SnjpVEK>EL6>tpSg&Lh`3G4)me&1_HTk;D`&p7IG@48CypgpO6q=o%@X|hoa;Ej zOYceW+~KjY1rlM{;P#&uC{upWDs}YIwvqw}DvOF?*cwW$tgmUhaGi?jD{HZy6K_XB ztz$^Nn*-+KruCMyoy9mADwDILZ2<~wJbe81A9)If%nD$;#%dhMV?~chu)}V27bPx< z$xllo5M9nf3fWn$UoX%v74}5Ep8olMANx!8AZ1DEc#6xTnbSX;>789U9;^lUq!?ba zcNV+T+oyAB$%8Ral2F5NCJ(3L;s{79G+((aei^EBF{4+`_^Kj)A?fVQ0e;MH=Ax*m zsLFmk{!uU*r}NxH6>0rKi(Y*eCRV)6kT-9$&nCnnZf zx=cwS2?`D_GHmuOKR#okV@DuR>ljj*1+=i*N(@#`@KxGUI9Dz?VmM!*uXmfH(C^(V z$7%Y^%K7f*;&RYbh3&{UmLGMdsQxGSMUGOYaUiQ-^gcDYOcJ4@owg3HNS-pO=y&dyaT#&+Iqha5} z#Kc4(Q@OF@0dX`R9!OR=EQ;3!MJ=$-LzP8r?HEIkVP-wp+8B4a{@cR0?{Txx$P zC@PxIw})&^R7dsoDK>U6;v;8)A+aXSjS%|~!RX%=t-gBKZCzeCiKwy7G~^TJw%m@O zQND7>mc5@DuAV43Z~N(n#4pk0YK@)_$OghJ2uB+?TLA?}#Kh1uGe;E`K4|QKz-__( zvFUrp0oId#Z%S^G!44jCW|XUiYiNh`47XU_n>$RT>GJYUz5B6Jh{ryX+E3lWX9%Lc zlTh6|lp`ajppawI5elK&7-ftR)3zwf;I0$$U}O*={dcgOGkQSH-sV2WfTB`xCw=hIPcv{(WCUv(Jq@?U-xh_+sgvL2*w@D_>YneX+{8mx3{p zZ9EeAYxwvuJymSFxA?K&x8~!=vbR|D&|1$;y?787`9snORmMbt;GKB7se|_5srWzK zC}(VIZNFMu`rFQQm#PbYZ(;CHtN*>-6!1=&^6;_PS>H#mB}Y%ZeHVCb?hi&swCSjg z%O0(MHESNf_eJPMI{1bGsT0SuD%)@0NB=Z5BAie|yUo$l8%Eu}HuP2(d;i7;A6}e% zmuPT_unR_e&kaT6%bi0To=qcqm-<~XwXZ_PC z8|Pmz@OCmHRYj*`l{ozu#cy1%sxYJE1A0)D%8D)QF|i>5j)S%y`)*yr^xL-QK2}jrk^p5d&-jB zn^%&j04Z=&D8B5KR@O1nvqxE^}P>=aey zz$ROkf*^pRHT{0=`;iZ*pY%GuC309{|6Vuqk`!Zp@Ibcr#+V|dCt`sgI!0H{GFEWrCDZI+5vndCs`j zXxs@0Se^y`py0z%Y+`fcG3mVYmn9-oQjLczpCj;(z93Yu zBVXd>d-U>?!jJLz?}&NUVEw%#)!D2r3s!Z zE=9O@OUugMvp9wgUuk>o(IR*8Nu*ZR8T>zZ`NrMOX*@h4v_43e?#YC0OZHR&a zAy>FA%j?$I%elI80Z3;(I%ibN=dd5+kdC3~0hoylT~qlS$iQb-F?0~%23B~Lo-Q|- z1ox<~^ao2vKVPsjonpG6bzgpWYS`KB!{g(#T|G)7;Cv6*tHpLKcJua^7?RS`2Qz-V zgnpN?;+J0uwe&w5cuh;0nj%K^-R?B|9g8{GMTe{7ogJliT1*QS>W$K}MUxW?Ky`GC~6z)7%RaLwwVs^HpG;B(tGSjZe zCi7*8tdWti`|eD0=c=IR7RmVdc!(on;VMHpMVwmfa?C!HG<79;W1>3W+G0jTV7JM% zbcEL3s^}?=o3P7uBDN}FvN(hYpPYfECB1S%!r0i@<8CuEvr{0CqMBEL@Ii2MC&W++ zo9YlTC}+%lMyF<}p0xg1_*CRN<%cFWIgK8JHbSn|(q zD?Ro~ijOy5kW@QX{YL#7;kj2dBz?F#xC-RfQuft31G82MEiZ4PQ_E>6M1(D!cB-nX zUm-AR+#W0Mh{BEfn#%N}!qs&_;P}H3AlhBo_ow?Kx%jPHV%w>UEr*hd zO4-}nyQ>uicRxiMHrQDct!@r-#?q^ZOz9s3i9&uGpC}yzvs4VXDv5=7UkyUarzzEhvHBx zL*Rc9PlCH|q+DR*!norU7u4M@_$_&=)8br`e$|=KO-JUi>5NyRB)M=?*8h!+R^rY` zF)?%+Np<8F6bygRV745{NY(0W1jh3*D{J7@*{q8I#refbI!tTwb zh`S#z6%|=im%((4L9H%|jpbg{gAz+VyZXBCf@$|h6-rvjq+|JdqAU_c&a%Uk1wW!} z#`X*h&7*t!WgCSh`-;iHzdTp zMk$>3%!4ul2T9c$s!dEt1p6e+pWk>s5ojSY5JZ4OHx*?XjsrHc9~Mky62+q#s8G+KMXaSEV#EU_Ie za}&up-@zO>jPJB>nfGlM7)aVg8$LUpFAI8n{H?#o z=qto|CsbaeLtEoVU+%lcw=ha}o_THuEt!Aqds*Y4Bp#o1x@WMnWC5Y4_xBlXNn|TC zHEs;<+nAFzpHEjiUXea&ZkT>5XG6yK@=Nr5Cx&+2_Z@3VBs?Z|n8wsH#Av-hTg}3% zw0yKZ;VDCB@eaVuU*gfcT~^a&?vSbh^`$C8aomW zA|qb#IrO#Y8g*JCAzgc3ej3%g`vzKW>uLrVXWYTn?>?RUjW~67)$rMu&}Dk){}N(? zq9;W~mVd9tGJ8{dHGa}3WLqn&F1pq2U+U)OPf)(g;PjgA%@91b6AmAH2=GRoq+nR_ zY<57mkD>v$Bl}#|Fa9Lvq7#L~JX}!a{QGjUglu?ffmJtlV@{mBBJzP0si?O@1E_r~ zw(ol^uW7~i)tckqNfH0$wZ*X-K^^((<*!fumpI~Mjq@==t&~sk#N~0&X+ggv)Im|1u>EJZ7?RZ;-=SYEb7(|~ii*wj?#p$# zlrmi`#=_zzrXlY&Q)XaE@px6myc-fnb1mh`Hin~>kW7*4l7H9@JiNDR3{EmkgkPo) z4h{!(S7q&y35)?*Tc#@clN&MzBRuDq;sC)5Y|o=+seMskJ@G#tH0yrsTsGQ~ z7^zxYqBHS%Imn`SD@K}$5xlsnV^Ps-*G+oWWBq|d76hE<#lWU`-f&K{xd?{0hRyAx zKTC0j3nT`!jyhQgWj)wUEAKYmxQjcx?4B0)$nPjch|tSxup5WXn6vh7N4EX4e#t8N zFE?E6{1A%`b%3^SqzIZcS=p|=mq1V9l7i>Sk#GI@Q=QwYcOdh$8=_Hu_6vUMZSsdC z-8zqj9Tyai;>GPs`~-f-ia$p2r#8PUp!~ z>hli(d0n=XKks>x^-L3Ps`lJgtoeJk`#Q_fi$}FbfQ7m27w_PIGn1XW0-3K-+Mf})@x->eP94Fj*UsMBW|hromRPBoH9Jej#EJ;H ziQbXUPW^7cfZtUtef(SfRNJUe1Qx*#(GTY}`HvFl2~FpF!STfVOdjMBvLlkKBaRKPAk%rja;R2sWL^S z5WKD-PbI{z8i$;@7XF#%qlVl-HsMeGk#86ydwo(Bdgngd0Kry?HW=s$$~bjAh{JFf zqu7Ces}#2-_`Ty`#j}7z5p({F_)aPjJ94Qk3A-A1xP~{x_E1Frya7I-^~rS9zXRR2 zHk5Dq&dthu^V9pv!H74x#s_%X+)m**5OArEZ_nJJ_BTGd+Q+GMjF#1@cD#d&`#KdP zoo}2nS{)CTjj3_eFnCH|&Auo|fw8oVqwcqAWht0DJlK(mDQ>d?8H)@kd%b@c1v2^2 zX)ooZ8W$|6R1CkwQmX){gLG(>-Dr$OZ&IS~<%=8W-Y4^65wWohA|e@BY<15`xh=hg z6yxL>cnJ-~cUgmCSIW|osub&EIwjrobM@7$m9JBtvXz zKUzYWZ0O7A)cl7Cg)KSi<;$B?K1;X&dNr5MG4Sd4zA=~X0eOu_M&>I$SQJ7kCBJIu zz5grIjI`IxKA%(RlyJ32kQs}usc_squP==+B$|AFvvmIN=5~zq`4foC{5~$z@$)AW zGHbqm^XAQ!`J+d)badt3`wOO}ryIqk*0U|5IO69V<>lo(kURl2hHJ%0x!)Z_Nh2)W z_+3d-zQ!8Ye5-HS#SnGQ;xa86CU3jJEKE=(w@>{TVYpPjM90mIUob3ZZ*Tu@5t;#@ zLhRSS+j=zs6XPP3*_Xl@Jl_#^2roN`4Lr~3TqWhTB^VkS@~M6K@+IaoO2iAxL8`j+ ztJiJHp7?|4zghQ1;<(hNqrBr(qWN6w^?w$rg+<^q{K!`#2O_I$_VS3IUNPm#0xu&Y zqq&8}@-*bB=exqC&Q<&=8B{pQo{y5qv(0y96YusHcJ9{e878p?FLrN7OI^?Ew#z9vqc6Z~Gk;yy1h&citJuWLt8Q?uoOHw6}bz=}|I$<}$ zW&AKqosHi|f25WWxc@NjY?_xnQ)v8d#z`r?(mnbwaBK`S#gC)H(Y;~DSy*22IZSX^ z4P-Q#!Lkavt$d#`NDYW&E~yKG?AfAg{XvYwL{-Ge$%!dGF)kxRFT(rx1C%e^DHJk) z9(y%vp^^w|b~UIfKYDbU69W@XwKC+G18F=in;*1dCv!LW?8n+9a6~1Qm9ZhnxiJT! z4ITXKo+I(-#o6)UT23r7k<)UzLT>24FGUq_VxkhtsOr;~b%$B&u{rIh*(ib?@war!a@xl6;n0FB;6U0zjz z)ITz1EpjwwR%JaD1PikdZ#;OTSw~nzlA~CRbpzeC<5_jx4i)zY>p?2D#UDipy825j zb(@A$Q9QOURQB)24jh`I_a7ougXk0#D+8<_*pFW)OJyM3-ZKf03B_mVlYA5r;VDBK z(8;g@u#9@q(WCy%k&bPFG%n6E(dPSWoBan!WAJ&RdT&H4pVVl&Y(Wmf4tBs*s-&;@ z4jaB#7Lfj6T3|%oG?WyP?1_>^aT7A>`T40X-`_sq((ap0$z4H(oup)=fNQLy2rAG| z&^`ogEg}HVo-g@ z)^O|n`+E%C1Ur%HND|>1z1U2%)$&NAzk(~{YJ_^(oH6T<2UN(8wz+SZ6KUJG)8mbQ z;cVA_xY~3^iOv1lu|Sy*jqydPnM|d|0fOo+@=kC?buOm{(zC;H9qOnDqdnxpnphl> zVfCAaEmu_6?Jz|5uYqa4{$w!g^^bh(^F*=AM(HCsWDX7g(s_jvL&+7Z<%tZ%=9an#+5^P+8ZT%@9#Xi zfIo?;S^e+JsP$>`2KT262*Z4E;S%7iZob#ap9!%md2#Q8pE$kHT1!N7))w(%O;2t2 zvFp(N9|*%mM<1O^w2F!?IOQOYiF=q3cdb|}{i3+EhL@mdX<_l5iA1IBVmuwPd&r&e zHdS=eUavM($O9gc^k853H?Zi2SDneo)qyR9C#zp_ZfZcszJLXb@gq++_bJmWWYY(| z>}6i1sb)D6=#4qJoKZZ|GU-xeftTYu*0c}dVGPqBE}VelZIJ4os?aN;%*{lLctI%sXChBWaNw}XxQSqh4Es#(PWYjxkF(& zI|l_a^Sin#FsW6(xRdrHQt!tKItw}6QqC2Ki*xRwvo!KxSG@+ady*;@g;`ryXAn$^ z5KS=mM8fBj+x^D~LRo;>+2fT3YvpM6IgI3jk2u`wKXe{S+ULACD0&Dx;at(*f5;4m zOQ)~QH$<1kU`pG4HFJc!ZB^o;8`4Nsnf%}$q%?H1@%3K%|&Yvv|0JzP* z&ZNDCkB9>AO88#XC}unE5bp~zO(g!CWEHpv5`=I3l$xU|74YcR^+j`)(K6UOKDzeiLe}fDs0*{7O zEQ{p~I*s&w8DEB`F}|&JtQIEQS2L9R??`1w?C)@jkOvbmwvfdhue=s{l4I80XP<}S zFaaTqtd2%ee5-6u66R~}rTzbbJp0oC8mEI!e3kEVflng|oVInjr+Dbm$aunk%ubGSrVwQ6uc`)J z{!1Ig6q3l?|7-dt`vN;0CkQ-qpALjWGmwG-Nf+RTkeKc-U*fZ}47Ye^1FuAPTh7=3 zQZWs?y&~g{Tw7af(tG^4U8kFMff%y}Hf_R~w!p3k_k`>xc2_ii+p3|@!RSa*DFtK| z)wUx{!~YvRn13MU-?qQF*UN5c#LB)9+u+HockCP(=Xz^@DR}gQM%3J#@juDUAV_Z5 z*h;>h>ebkrZ2tQ6du@njH>G!(>qY2Gq=JWx-%)=pZEw#R6gi@Io5OMRYO!72?hBEr z6VqQlV8ozT3L3B6j*&cnEu&}H-rjCKoPWn{rLRYL#kD?#+X@@9`RuL%!}&@&m6mrv zr83Ys4ayt$?TN&ZVy$8Y+0IYK%~6paUDO_%mST;YzfuK_B)@&mVP!`F-YF0A{Z$T= zNxf{1ugcB3;}a4jS_3Xn{z;;=N~u7_0~)%ZmHu?%h89>l6sedfbu~W z-9LXWoRK=86=+%1n!LqeI6>?xVcJ&gsMSUTNtWK_Wh}5cqu2|W7P@^r?(0_TLr!ea-@M?;$j`-FQQlt_D1mDef}67Gg$pIMQPDVlBVV z*agQAOsh4^OKv`gywc?9VgHmA!UAbXyTOA>6B24QlDtg#_3`>#(2T859Lo3is6R{Y z2nv>&M*v}-4IX2`EGW3&+4@0R8;=RThG1Vr_=lVP!w+aMP#!(9Y!`Ym8uum@i~{w~ zN(R7Oe>Mok0z6(7d12TLZ!Fn+Ag;Add*r@1V5EsvQDs0_?FMZyBDRVtU_D zQf7G3Wl+^J0>$xPkMAugWbH zZau9}yP3jfpeVlX)cU!`0lcP|GV(F)B41(*rOR45v~fx9o~?}wY$ov^@iwv-tE8|-&pJ2a2Yw9e(TU9jl>Z=emMS_ks2S*ML_Y5cXq zWVnN_0zW-y3jif`j@IiLr16LCIYWkbAI)ntF48maCUgiayg_b-3j=$xW~#|Bq5wIL zO`ggUbv_pt=l!ny8M_^QKmpW9=ag(?X;AbLTFgV<)$6(Q^4VFRZ6mAh7-ckQ;`CR) zBJqiT46-9D0A|+^g{obE5t`P&G56nUbeJ?gv_!TAL{VpQk+v37@du4}66lrUc1e(R z7zDC(p_fN6Q{8gZ$f+hfz}AUk!3{b8T-8mo7M`n_mW|H$x5iAISQgZffBrDtcwdw< zDCn()0<^l{^75wInW+wkLmF&XB=fpZ3@%wIJ?%0u?%P^PW1r_Y0>8z(*+`tCW#cM@ zTer=33xl(A+i}boju{QINha8Z*MScoHMBbtzZ{#V*3VFPTK=0>Aodl45styuk2qeKS$Q9Tr z$r%(2rjdblvS0q6-0aagQoPdWAjJJ%(C+G-vZm;-UFeoc9XYDD%Bz+ zJt)KjGE!1fOn1fqD;X8gKW&j4CykJ*Z;WX<{ZjQrK5q%+%Kxu`K6#xp%Xfou z2iKU8IVMRNnbm1LJiGxRM_j$48L3=zR^2u!;?Lz~d#9@~WWN3NA!+vJ-*{>T%FBm? z;tUAH`!Tow$|5-r$}=sL!j^i|H~(FJcwu}g4_pq2R1)Iip00UIOQX5Cxa1iMTlSF{ z`mWQ#T1kPhO9Iu17c!@WE|ru?!F;$98r~{umyX zQ&Cy{{!Rk92?78ZN3n6yFiYloZwP((DRQ|z25~hc1v?q}>O_Q}w zRw^$nTR{+%4#>)}ahng+iHDA6UtaCI7b1>^WohCn>MuOGiGNgB6!Z+ zOe*5-Tz=f2E#CTlP_NeUkN-nNi+ooD!UCThOHK}{GuZFu@UH`Aj=0D`_g{3wC=5vo z8R}FE-rOHZOU3N!I(IzV-vYtSaO0_Ec=+>Za+47zm$c5F!n22)v#+1|{xz9cNMV7|^nQUn)(~vf z3sP8m8sIVthtY`Jr1D_!7-_db0KI_qtAuw_I=Zg`L@HvL!s&9GG1OtJSzr`rSS$g?(&^=giVr1c_Wh~jmV?35KUro zNs=On-*Sbdz=NQV<>}I75$a8l1iC!yznr~tv^AzRhWRT`_X`pN4UqcB`3@!4@gP(V ztC;B_SyWgj(*m<@<3;JpQm|vDBc(VvV%Cte#Crm(F}6Nx^m+Xy8Sh&|QCL+B5k|(l zq!!Js@w8J9tayyQx}X`34tzS`N@re*Xfk!i2>>hogkz)b{Is_aWqHLO_`<2Rnx9J04EDs(z|!5RoVXT=(G;$4vwLQJ?B zIYuKwp{mx8ciqOu`LN&lcOj(L1d$UN1?Xu@tvD&QicN?t;2akX`zI)vfEoy=WC1i3 zJ`G&z`tW@LlFLJC?|IZlnt#~FGz{u6taIj!4^f#AN3!xk`-}aTd-Hoe3`bvRERci3 z-qB2^S5mx!^!w@y^ttlxzJP2oOWba=?yYD!Ft2b2oS1#q(x&TPvkpnv(01Jto_0m& zPGK$*aBRH=d)z`NFxJ<0wqEe0ASU%HPXe7phya_qMp#G?P6@6s?9)zuWHMBLr+Jj% zSL-$SQ)?0GF}HWAt-_$KG7<%4!7u{QIar%n`Qa=5h^JWTOtt@|6zLWI?}; zo^%#SNqwGlN_Wip65Y>(&Odz<5N8)9F&ob&ZG_f(x?1NXgm`qxbMEcur(k|8i+3O5 zQjg?eogZL{oYJZnTgIpG&%PYUd}k=?y>|a(M|hZ(g=#f%$pT7qXzA%eR{RKR0kmuE zb&6I4|E?GCI83|=55L9Ma$;)PmogvCA=R{KesGX*h=+&&&Q7atldV!okw>8J-xxjW!!$V?yqflbjamJ|BoAuUUog#a9p&LtY*h;hVxx^n~%Am zXa)r1-DBlur@x0)kX*jU#!p7qe?pN&EyJF|r#W@=q2wuC7MM9Qv6jo<5_#A=%6|NB zT55cDxuw2(eM{Cvi7@K{-Cr(G-!)QVS7wS)`W{u?7sF-Dp3)!A<9R0JzmIBeNz~G6 zt08dZUpE(Yo_@BPLZbKhNMrf*Vtaon&!Ev$-*-K)392qo>h#&b$9gZt$&m2bYsVe> z{n?NL#@8tD!egc!%1<(oahgf{%VDwX?s(!}ri@38fxUIL2#azXd>)&2Tp7X-dgB5Z zjINO#CTIe=d8tJVlAS6U0@tF5QY9^av2e>5RkhEgkPNHhQ#$B6%TGv4Ki1a1WaX*a z8#FPwi)U)PCf_JXamxST*_C<$m74(5Io1b|dPfDgX}`k%6fy6q$&ST+oy$(! z2%88+h{$Zks^a44{YrIt1818*Y4-b{Z2scCDDl{QoXC{rgR``ixyAK&-1e#c!gYF? zneq;QbkFsLt})4_t(PxTE@w*&`UmUlS4v+ir5`x8URc%uD|vabvJxAgV6vh(nKhHs zqws$c)XQz;oX-KV3=d!nH9A7yleSCR&eE5{ZM_z6K6@}JGRru9qO#f39hJOSm@%=NGH zP=Dkm8s`N{8U?vbntzs@y4TeUC%I>>wr3BhdsCRfYubcNO=)@eC?zb9 z8g-PJtdu_AnN}(fQE%Fw>_4L<`*y=A<*9VnNZYknl;mZzf(XC>2W3TS1-eim@e4}z zJ|QbIK+9f%tZK_EDA0o<3J~?i@`9kJ=`iqQ9-Wz%wv&w8@>R7-2b$f|*EmgU>%wY4 zpe?jb_;((=ClB$l5m>dgc`Xj+mT2pR9hij zcARa=e0!ajm{Q2y_}d#sq{wG=y&!w#{BUqJioNB*Fa^7+^1FA=>v=1Xgvs~bO4ORW zIG#V-Rbo~w*38#fshRvq;9P^*_YupIDmmSe>y7~^0LYS+Gk^0%g=fTculnrsDXD5* z^W5d@ZEL-#VZ4pTUGzgu<+JE<%3o^6*3DA>;-4*lh(ylI0KJ8uya8R$FAjXh4~_=I z*DIe1iyXdU+_>20C*f$LE_#RBl+92U~lxxN-6z{m3w^w&ietU_WMTNh;<)MqvMnG)JoY+qdbBA5}%E zvyUVt2Y`)bY%F|mvK!d{V>ihnDKv2J5qD+Io1HhN2DrF_Zt{k?{*NCUpL?r)-$Yh< zSgQYcal=z)WfH&-C`*8u3cyCcO?urZz^36LROoz6f0JbCW!{2x^s*rk3tN@Q;Bd>y zO*fPUh*sI5(|sf|EV|eaWAsJic8USTH6b0ltEX;ls6}s|=d4)e^W`cVPnl)Csjh}- zatZe;K$hV*0q(gTZHxqmV9kFapC99_J5)~L>e?yv4_ooV1vw0K(p0?|t*GdfyBnMA zCZxK_6H1>nBYOa7g^)pj_|-J;dm}l0 z+*o9z9^I6CZ8t0f_vYHR#lH3P^0L1bL{_`NCfaWSa8TLrIB|2g#mVN<6=C3cF*3wKd>`|eH)Cv9o>zu`H4#pU}U(u03Ew&?4#hh^FxzeL+?KtjX6c$ zA7EYgVRxCvet)7?g~efcdu!axNrX@dwpDmH%+ncY^~+@3>&@aAaXo#HS@ga_r-L+lJf}%q{kY*K%w(vhywgPwr=sy+Uqi_s&2*PBO?>t znwN9N|E34hFP%`gnQC-k6o3&$G)~z+t_FMQUxahU>wtL!E#-nC`(|$ie^w=+PRY(3 z*aA*ab)`mA;m+uPlsY|>A=t|#(hbib2e&}JumCEez5w~i)XZPhd3ldClXSul+OdE; zlcc=|y_wxVS-eY*mCoPM329k3%auX?Nsw6S^FfW$JT$&rXgKXo{UY_4PI&T{^T5|v zq?Ufu9-x*&;I$#&y*^8w#`B_2vGRG2xL^QoQ4JB~zs1pp0UuAf{Z{v;%BA5}sgw0wN#SGPh|Y5%;DyeHXV7Taz#jVRf!q#R&!-1C+4r95cv zqh4(cxT-_Y<5oJ)KZX|67fu_!b}f&0reBeAhgRE-a`_yXgJM(e>heOA@cl`{d`JJ$ z#j!~@>~KL!ujC<6wJE;(XFLSLEHuvbx5)YI=OFf7D##9a4@3nDWZe^XrW-4vx*bWr zmkl0rU$f8&dfo=(xm7#^+i6iGz6qorK<{Ke?nYKHL`2*N2&EVsmzvrG zgpZM}7JeHb=kS=Afkrx7+6M4!dTEHkE z4CjY}rlER!cx6d32g>XhChSUCtBv`gyGu*vkQqwlG((Gvi(3wGB-}zPEN$UR7}Y37 zo2)q<2+x`g4Eqv&Uto;I=1EQ{&@$mCbdy+~>AZGdsz(ib+g{wzsj(*&Ki|6%jE=K1 zAiUeBpbzqUBn=1`bPT^E_39v)Zh}n!Yo7pG6<=Q=<$_^+lSuLPp&MW!B*KiR1R8UC zR)J$)0GSZ4D4I>u1?RWX`_QT)4J%73UXH zF>!_$)%iYp(?v~lIe~uoQ;A$D$tG}0C&{nxdjGYl6t}#c@iDa`WWzvG(jLBmaXvWh zC1Hx#nzl>2Q`P|qik1GmWSG+p8` zinqcIAgDMWes&C>wkY%CZ@OwZ&TfUA8+?`mvJCqw^YeS7t!Wp@h6j$D3d%90Ha9Ir zY2esEsoX*6t9j0^P{Y;F1dGC#%pnWkI|B`cAAO*9(@`kk&;|`^#Hmfk2ynKd(F329fA&jnZ?EI% z3j;#62N`_m8s@r2#`1S$^V@^4-@Bkn({I;M4t{#4j0960~zWD#;qQAL+ve41@ zn)ZMyUE~Kfz%wJ;{0ika*<#PMYaJ=!;|MF@AuQ+HL!g4BP;nIMVTi(ry76&w<4nEH zO}+qe&*8SB81Q$UVWP$Xs|~aja^Rmq0D2ofzQDRa0cm%nG_k_})D;MKQQR!#SU6*8 z*`b~%AE|$czBt!b^}}b3S8#$MMh#G z>O)V@Bb}z}AVJ-yKi+ldtx)zWk%>?K{o5VNLDWtn{>xW(Zc_PeaSFMwwJAXX<;p4< z=pqNj&g|nBL0xBoqYagx{_P-ZfSOXaKN+rc?C_xiGe|h(WmQ65=z)lNR%y%M$a=R` zsLK7|YLE}R$$8@`cH(7tI2$#_Uk83P3a_(x;S44tf5%c9`;!`5%Z z#LSuEgP}7G&n(|kmfi)(Cgde0)g?0f_?+)|*MkB>UbFxZ6I58kM^$DXcLQ?-T*{fk z7IvDj7aJ%f-oXTg#LW6`euA+@Kt_z%&%oPT0K)8$n9RQo0+JajVx9pjyK#{*&LVU4Uu2yflp+p_!)w>P|$e}1@0Z)@P1EM44uVJ329^xyBYEj2mTsSR6v?Tc7>frx z=lV&aktbQjoeBKb<1(R!jUV(w$g-=I=?uh?iwU_|TorgJ!}vK2 zJECUw8(Iw1v$;cpCnNMe;Sp+Pw>KgwV)TCUSrcn?zOr%?uYNJ5=ERE@;I97ac4&ps zve%wq@%m%M(~g=`LqbgO`xbKdbd8y8CkQ}KGi(kwU$ZCH3oA)zcklZ8`t?03cVQ|$ zEIu3>=sME6b!ojiiVKTCc1W}>j*KQVsN>QB_5fR@V!2(V5~E|z4XAP#YO_$|SrV)@ z%RuVDGcQ;7iv)VKf>YM}8Ym}vXo~wQee!1n^3h7<0x=*kly>Vh)z8e-bL#Sqi5wJ; z6-Fz)p8R8T+BSx=jK8RSE%8?h2rETO0B_VcFS)#($O$c{lH=p~%k6YqX^e8Tujwx< zz}Feg`6jhzKyu2tA^eBPZ5KwmCkxn2mT@+dxfAgvnw^X$kV8I$ULB56=;|grAWn95 zkM1l&n!;#8@ppx>aTGWTY^njh#oc9O=RD82kNo{FMg&ok-xY~Ooc$FyJLt9>Hk?Px z-Q355n3qiSejiAuhSOh32PLm;26+eqE*Chz{zQ2Y(krRe)476{InldT-0&(}Z|@u6 zTIGTGba(t%>{Y_k1_lNaEA7$#sC_9Xr`Bhahlj9Z5|ff=G>$>R!5beHuQ50G#kWez z7celX>Q9idk3Oz}4Q}+(ckUqwHl3Y&gEPiRxw*NU3#3s#7WIpBF%@0NY(iUP9l7FA zOuIhCT;DD9pAXS!u4qUT4jT>y{G>Y1d(&3-X*{^tE%AdZaB3^wa#LE^*vP*8v&E-< zLT94x4KMT^$P&cu5#S3A77pML{0(}LX7x6c1B zIWGU<^yyRGjk+nuAy>$+fwl;^;7f!X{ z64EWB=JQDMEDgs$R2Kro0==bmf@CRUogd8u?y8!^5h3R+plIdD% zLCa_&AC=xSzs&C~hV7MZK$D*LdZA-0{|&F?zu}~8Nf?o`v5ec2My8C}*uwXlH@_2 zVYr7Xfd`6e3YaL3DVHdsAJC60!u4VwBpfZC;&;r3E_nKPj7hTyil9cHlIv4#EMK7Or zsVeHBu^OpqC2ltkUT2TqTs({y$58G%qem_r22`+(<6OX)X<1=7vW+p_1gjjE$wk{N2zebNC$9m$v za_iLBaH>b3cu@8V=)nUoAZ=lc%-+L9Gb;qltgcrs_QMoeC(R-yON$1EPc6kIW_IE! zIX0F=DTtw?lpdBB)-;2u8V}$MvqNnh|B_ZlomC z`(U`Y3IHz3U>@3gVX#^<>NLh_Ctu}bhtPo(LWCNN*k?bnGB9g62myO7#4OT`H@Z7g z%R0eYhjSz%{xr$q4daX3=Ltv)KK~(LBvIe}uQbVj{ZhLWAJla$RBx&PEc2yZJ3iXZ I^NsxCp9pK7ssI20 literal 0 HcmV?d00001 diff --git a/_images/e9f828a48c520b6ad1530038ca1eb46f5d9417435763416c5089a0c72b55dca6.png b/_images/e9f828a48c520b6ad1530038ca1eb46f5d9417435763416c5089a0c72b55dca6.png new file mode 100644 index 0000000000000000000000000000000000000000..53fede2e2905faad84d7ab19d9e78695834ff52c GIT binary patch literal 18776 zcmb`v1yq!O*Def#C?X&r3?U$;BHhv|Ap(M;0@5Mf-C$ADBGMuPA}w7*r+|cXcQ=TD z#GHNmf1c<4);aI@eP^w6Tx%TWo;!ZA*VLi}yw6(Nxv@|og>TG21U}j^@$0^Lo!+zD& z(b3jHgp14SKPPb7*qd{EqP4}hmJaJ7}ANSCD z;&j@wJ;;5*6{nuylU{0+#+MHi`U)$}ve8a_g#wkX!<_M1xw4vOs2|yD25D(I@tVUW z&r19T@`8-6#WtC{EzjiqK)(xDd&u7%yL&Xtk8|Vd)WyYw=@U<}1s?xc2S4IoTpP*B z%|p6qeM&q=_(w!y?1YW{A&|U}PyhoYDRB0RaJW z0+fDrFLBP9j#mii>p$IBy~~L{{?)6@%);_a+Ye6YtN*<|dS6j7+de6rfa^z`08R(J z#Lb&+Gv?CL(y1aB2ng=W%kN-l^Waim-j-3h$K+{RY3X@r_7tT3_TFa}n3AtD??pwcHo86zrIz+hq(4 z7$3w7if0TyawQ=l$-oP1X$YkiH61JC;m|DUyZcq(IVE1D^SVJxC~bmWGu8F}m;apT z$8;}Lj}i|~N_~_fs~SBk2Y)_q|G)tco=dF{`a8b97b2X+sIU7I{!!a6;><}rmIDAZ$hb@h#FjHH=2X(-(1 zB4$N7ji~S}C$0VH^8G{%Um9j@y^D^%r=_J;-ZC>YbAz3IZfm-MoQ}_J=lSQ9l#|lb z)YOU_Po2RR zZ{NP96m#VUnP6dHsFSRp-d)Mc`)FSGl>8o8W$P%sb0}l8T-;TJoI&%@-cOTu&*n!wy5No;As7i|fp|Rh}6jInPF^ zDpzwW4?u<7j@C;Lmr}x7J3Ed0GoPL=hFuY^PrV;`@Mkse**86G7~A%__o=DO6Yi@V zSc2ALt(}RYv4U3AdVZffIuxt_tgumV=_snJQ>y8D3Fzbr-I8q0vvkUIgb5xV9?sLX zcXeIAc{B6p*_U7oK*7ES?MO?%>KxQ&J>vTHT#%1_-^hQ0=XmAs`TJ64WH@lBz{`8bPQ*8M6S_hlB163g!u zPOD2}e0=q?Ztl zpykxzV$$Ldp~<;W(T($no|ZgxHl21p?Yzr*J+aBvZkwcLRzxRVK$0iU_7Vf4hcAV=+Kg}q9mA^Q^^VKPA!h~+_S!s%g`&kDa8Ne0SO3eRPW-)E5v zt7C>@WSfb~vr#KIC8qU4SYngabAjpz?mT}tLcD^t9M6T0mn;f;yT)fxS>@vk%iXq~ zFYujBvb~Oe^IHye)3alNgJ{{G^dYYGBcvHBG$9TX|4nITX6Cpy)Fb(9@Vc1T6>cu2 zWw4KQh>)M`Pj-QH-Az|Y94fWZo$`5c0oSQhVRND?3vKBtlePF8tXqFpmXL*xH1m7r zMw+n}Cb142EU~s*8?z)g;~G>x9JX}%dJHJKItt_#Ta=srxyq?gBsVK9__L;F7(2@} zF*@V%YZNyqbsOwfhqlYO%{c?;XY9*e;l%Qpw``_;UrEvv>@Og8!WX4;m4V?UT*>3SHZ*m7sfG8h;+;D$ zu_@1me80&X#Q1rpUXEhVt zar`_7=cArmKOr|V4M^Xrg?h@Q4D4`z_^qx93K45HxR1;_9loHwO*g(FWvVIg5{jHHjZuhWw~x`DaP(su4l z(~w&a_4OHgdU`HjzI=(C+{j6ok&*mnsk}A1u8Cmd>e@30t!br?GgNBE<$R%@QUtpT zu~~DfZqrRd6EE((?pSx3^kvJ-j;Fubc(T*ZWjTS4MTD`n^{xMAs`=9@e}TgztE|Uq zGSVxr3lthFw{~3odgD{GF5vr7xbNrA&}g~PdY%d^CJ_mZ<7TPG60`)o zIS&vaLga}vElTK~Tc9LQjN104W)8I6WLfgBP2G@lfi-WK7Op6X7Ieop!>5YlPp%uf{g8>?zGpHQZA(@;cfZKWTyzj z*sxWd@8&8W3D#_xj~=xym|+R_gwnW%%xk%hZDZ>)o(A)E9BEgcIj(0McnAmx|I=H} z?4gi;besoSqQl@B?jX(b*XgXE&B_g5J8w6B;P`Q5sQQ51?j|8kU;u7wK1%gsLxcLY z!i38rg&)Lb%BqJk+a`kqSL|u&wXVu3G?tnhO=RsdGTfb(k!HT#rlX!u8?WBhq`06{ zFMO9m&4Flg=g-T@-Kp2zUmhG9zINZ1cG6i9Xy7heFBuI832B5abOe^*m2N42oFk!JWo+2n8>RCkd3$g!E~n^F7y+*uW}>dv5gg{mUk>AS{V zA0Ie73$Bk8GqJM=%Z5-NCMhc^0aW4%y}*9~S)X^^Z4JA@&u{TzAG{Bus%NugDL?kc zPg^bP!`EG$pSp9)ld|o2`dxRaS?@JcQqra2!u0+$++e>DY3Vb`sc(WXcH#}Ofhg4e z7G=$RqbN=jc`HYZLw5z91O z;l$=LW_OM=njkuBg)L^(7m=vzt5bK%7O3kb{+zdY?RQb+kIm`qA46YQ?Y1{#WOn5p z$th!6eCQ%8&6cxoZZy1*^3Oh;2%(Ag{+h{cHNrnqYSTr)g|3a(^$r|eUl_5-+mlR+ zijo=3)h>sHE!!K=eErPsHY_Z6}858@JROP7{R!Nd8Du3wXoI4xT=G&HoU z9Ot(f$gW>pmxoQCqa^3xjgC3r`z3a|VIS>skCWbx^-;E=t~$E~ookpxw2qw58F<9) z-sPX9cQ5NmOSgSBjS%LJr@+Chojf(x`Bq-FElII0`fgaBGw1u3cVmS|m+?fbacxE~ zetCa#ZyHXXonax4LH~Yk3v#))(;B0L(IK73AG0O%>;)-a(6Jzp8;z_wE!llJRcypE^5 z$-swE8*DW@TAPQ8&!h4T*{B6GOGCBAg+xUw$97RVt_-?9Cr;xOPVbPXVpU^422Hy9 zg%C>2cciR_dHm57*=4O#Cw0cR@xZ+BpS@m;yAI?2q|b!UfQY+4af6MIg1R-Q$?2c& zK}Ux82~T;h5B5AB+8kI1qlr_A20Cf2fEhE~q{irnI53|YUsK4F7vodRR59TBTgSGkX&t;&N3pnx{T3L}f|-X7vpAW#Q5L$1kyQIu@lq*h~anTOW9P zG-y}%?j30mn;qw*$D+h{9#ybza#fF<4>8V`GlDu;dhB8PQw94wr!PNsw%<4F{)8Pu zBV-KP1TZE18~4dk%{8-ZO8aw%)lBg`ds zlEgT+;nxzH+$E+-7k2IyU`{RzjlWmtTq?4fosR$J5r{`UChSKZNt#fM_PKgcuVBY> z z^}F~zzxdgW>d_iB=F^=8uhw%Y?mUyZ$}bUqp^bHaR|K&3bfTlgLfEl?N*UF6$KNFF zH@@^HMtR;*j#Fuz4W6f|2=8R9XEkP=#g3Vw3rc?$Tr3$7#c!r|_XTLlEx%F1E+y9K zXR_GbuSq-=P_+rRM*`zz0Y(=W$al*|}V=j!+(%7}Flan~=XiKU$h$~`a zxQ%T1{0ePXPaxqMk;Ql1Yk%mK75TgP&!F;nV~8xD-%J4{;&4Fp;+$J}13%HY%u=RQ zA_^ZHtia3_$rD^+iSxJD2*L{W?q76RsC~!s&8^Vw0b|k`gR<8d2`x8I!zOpH4f4h( z-#*WESB-WBEqDIByK5|uA>Q}z-=$?`-@SWR|CXFBbIfO@FT-)E`z83+i1+UsXD1V1B10dQkly4Zzt$${9FmJI5rTctitbEL4v#O5$v2=po zvWn}v0ADPiIdU!frgcFs60CU~#o;_Dcan;ghl?_IZ$E5k2YTv9PU%G3H~ofNtJ#Gy z!VcF!ix<+Obuw)+T-67!f;cMzR`Y5;&dojNtoo&bM@a2hZygfwrYz;2{+yh{QJ0V3 z#yHz}v5${KemO({k~&-z$yr1o>bSTZXo#r3+0V-ZiJ?&QOr3Ihd3kPb?un~n*GKVZ z<@RZk*~bU7VQ9?hk(ON(d6ak3%!~mrT*&ASj4!-&ITN3dD|Iw_=b{!xy{plgD@s z+_&6+-GKPgBdS3*^18C|Ok-e_1Q%oHy#8}9q%r^1fSXy*=d;$O@yEx<_F;>Qi)8fly3;(w zVp~{36eyjg!~@BZg;zwP(-$=lb_8-)N?LpFUw37_f8POBIA?;u906d+cwp>!61) zF@vi{+cQn6U%sfib|g#rhZ5Y_(Djj``h$8U*V@|lYVP?`@44KX3AD13-#t3k^|Ck9 z`XUR=r`I03#=flZk!H@`N>f_!$w2?VL>xcTm_4)S>(*dm0H zpd}^N>vP1$V`X-yCqVAB11aD#;W|qw2yEPEnIPAxm*zaXOli9|h>MheeH+>g0vfoR8aQBtjMGGra)zw7_DJ6C!VA9UVFd%DvL5#+Kt`}xhnq8ftiY|bBVC@lL5Ev zIiipHR~^h+A7Kebb`%~*MIVs)N+0bzm3QoE2-*xJL`T~9Ki%pS<#zZ|ZXFsx*f+Q7 z@=z4E(&*67L(6r!<;=zu)lc;WA8%GOMWc&04&;9A+PP9GYizB)|i}2^=Fhqtg_EFMMn$YF}2Zw)A=X$4O)tdO^IFSwT!-%GF$+7GqzytR7}RKU1#6=knDBgSk5T|-e#RaWX!4XeXo5hoITz8hA{YiSC8;Sp8a6BuWE%Xh3gx%RxWJ1IY zULk(I?8%)$w-OMPleqYiZ_}TsiMCg<;jZeolaBKyULNXZ*{`<&iOXbcj83yH^wU-Q z9qSQHIXP+77CrUoeOJ9n2@4C7jI#*tq2V)*QCKy8UK?woq5a^5f=NWonh#_Y55HS0yewIhAb`v#U9eoyrp!2aFI+;a94iGNwtGb}NGH}@j_+TZI7 z-Ud9nuE-w9!NkrOFLwT1UyYSwKN?cx-P}2nhdY32`aA10*BI(bjkqs3eBQVyJJqE9 z-P?dlchRVeE@U=vcIgT5P6Ct5-PLST`)l}tf!)?ECXVwoL_Gn~2a!HL(e0iR96#zm zH}#>*-E1h0Uu^qQk(`5YH$vlk8}IeSKMQ3qs1)%CU+pIGS8`$&WPg(o#MGVDTX|wz zNs=XCs)rXN?$L3-@&eb)Rcb-f2x>MD5yxlcqsyCd#P5~*&hia)#GgAk8Z=5% zVfo=f;tyISow?aSyv=#^YRv4OTi@2yLQMShwB^8zpqMMyMw0_s*ETV0T3W`efoP6K zogblyw#Jovunsq$Ix8turc652ePhGlb^Y4ulsu@tqvpO(N?a@Kx4CBaWM2zp?p+u#Qtzut#^2Y{*IC~Xx2l}0Q)PG2^5p^F8262hasEnWqhzi0wM%|=@mlRdj!o;F;vP%toG50N zWk=I{;76|@Ftd#nISp(AbpaqJ+-qlyYk7iaae|fnohhAk8j}GTr6w3gZ}KYX>))sHWP~-CLLzdHVYe$iy$iw>fi7MN<^Zb^kR^p8PsrpPL ztS#$)X1$-HBOZtZu_iMRJ4k*K=3uxkNKx;7!uQQ2thhL!4}o4+(lPybnC0ir+B#E$ zC3ZLep2dDqqlo*jsfVRwv`2?Yd~W(Up0u)k8(A^aKclx3vASBCgvc*(i>Veex^ z6n{n6bUWO(aM#d!hx;f?^_z3fwe`0t2wBnQu}FKc!e;stccZ*z#hiHv*}ZUh{QDhu zeRO#)fzOG>^6(APivJvs6C$oY#QXet%EqU#f;xi$mI1K^0pDj|;@5CWN5`6dlx0g+ zPDI&V1)b;l5sO137?W(&L79~mQ87cn1?RtBvSf;I@0jI@-tQXqev{QKA;gtLJ}iJK5iy>B)cN*f zqOGgMXSjPrKW5oj-c|ijymy~=$4TeHg->NeBO20~-;F5!NU~AN_wP?1?{=B|`L&GY zTBQR(lv2R_vSCZ8xHTr0&tzvVQn^6C0grlM=ZwCuudnpIdygMJy#3@!-~E0r(zjxC zg|h{Q{)c-~VzoG89s3D&!`V%<=5hv%mJ`|ij;m+$P>hUIOOJM?l6~0U%9!u$ivsHl z(V;420NmZ(mxTxjn8d{s6A}_Ggh7tZMee}^qs9P|#-^s8at9MSuV0VE=#g((6g-9~SOp>DTq6g;euPbA7e`vWSFLe>8#71a8(*5?J5b3!K8m_}t9zt|s{$*ul z_F*keO%c)2YSTPOdH`0dVRn1#^k{Rp7KeDN@3HdsRs*rxAFpf59~B)Pi!dMFzrWm_ zB*omfHukJSJOZD8fxEpd;806@*_(6*k*eSvrKsQTRYm6gZ-G2`35*4w?bPj!%1sI5 z&V*;nJg^rjpFY+4j8=Pj(5kY}h~eWeoD6%maO>brael9S8s2L?d@%Hy2$YG+u$GVqNz+b`!dMf+}r>OU!tS)9^(Pt7|3AU64!`J zA3op(25vQmR@%)P(G70ts+@FHYAx)VnNd)%Iw_Vmyx z-aCC8-K%B^tiN@pJLW7nOXouz>s8UhsOFXfr> z5-S>g{j@{Sus~wT<8aZ9ve%s26<`f%WW(rwi0_Y)0a#m!7Ix6vGY@!c(As>?w6rcE zAwFD>h&*Ffh1je<_m<+rK{o_XlVkvEa@(Kin-z`NpBwL&J>|tq^su$O1X5FLeJ~bI z0xHVG29RpbPX=7_TEXBmXZ4LV1jj(iI)m%?+RJ-%Jf+tkypj#c&bhZH<)G8355{^W z2oC4z_NEbxIY##P2P6WUbB?%vx?x~|QH2ov2Sdl-Xx(Hb%r%KGkEc0O*<3aEJ&OEn z_52NfM`of=Ta2Wi3ko_2xPLF>_-~X&e@nTiPQ5K!K%`^tWM&}58BLK%b`QpYf9KgV zZoL<7*v%WBO->z6K|wVXlHXroFYGeTnauM~$s-Y_jKmSD+m z^B`iv^DPR6G5Cf7BIGZ4U~KaCoMw@n91)SuypxEG)48F@jQfommU`o6D+>wtYl7Oo z42>0;(B#69#yhaCcOPQBbv7)`{7??9t?y&b?=IZIoKlcq`%R8AnP3CE4jzK}vezHh z2hLVa0inhRW8TO5dBQC$91mzw8Pdc0Obs`zdIN{RU&!5XA5QqXTCpL*+1Y)TGL71E zIxQ9V0s(`_$cVdiCa`-E4K7-V4bBkD(=&7eXS4oW{rG;UABA;&}BNJMnK*( zzegKxMy&IZ!UzT^P^2a=l1!*>i)f_!FSSK`yL*iEq_UM?T}j$ z|2h8Ka@V{2YCv#N(Pg_E02COIHM(;L8@>0TT--7SJhKCW7m-0+nD8X?K0MngLg4=E zTLrb<&3~PK<*y_T2^a}tP1H#hmjv~F%-dCYsOP6o60hP)V)r$hT~5hQa(`H^eY0lj zhIMC>Gt;wYs%qCl$;ogCY2rpJou6sEm3sM{l4A2)GS56* zcaBMn4!&-vKj?-=W8jClU2RAC2wbfOzixDSd5#;G z!DHmUbD9$SGeKDs%Bh0%AH7}837^S>e#jh3qIW*R8B z__Mc)8apGCzRcPMaGJz3@f z-%Mj&_A-#{`p;bLO1(DgRMi&4#)>fp=CmAxA!!e!u4A~L#E`x0l& zvG)N2tSI`mTrGCyz610*vbi5udjk@bo~X&Elrm@jnXa>rMv>`D$k||Getk?zQug#b zwmY&JDGG!drf$fbV+?ij2HA`5;6PSg4&gIs`K-ro@$&JV=%OenZq~{z{q#g-5EzMa z`6Yj1FCpveRB&~@1q_r4&@HDez=a2)xULBZ?3JBBu~jROQSFcw0_4)HB1r*@lhXbkj{MHx!i6Eu$htrdsEajD#1YG>e?MagKMQ!DMFXN6+RNJK*jS-Bha+*Yr zXBHFbB*_%QW7u&b{Yuv4N?-_B^PvvFlSJf)j(SWvLrwaOhwtbtCw1IsBIF*L=AiO< zz~aOYm+v05a5igA8VR$$zw~I?n-Mz&L@owGj~~p;S1>U)t){FfwelpnT8PI4A<{Sa zYi-oMwYeed$@kN?{3`2xg(|slFvnx*FBbb#+ROpqLeuOzW_fju9!Oc3>{RZMYIu(BInO)#iaWODdh}_B5 z22f&u5vC|QT1+sICsgXQOJiXX@rMOsw-SCNcC(ZPW77G7gKx7-f+kL=w1gtV2eB~_ zy29bObh%ZuY5tqeTcn7`$mg3Bz~ZbfTY>ehL+OC+jR%~PpH+WXy=r7kbx|gJ>TkUC z_olh__O+|Ny-Ix1W8@hYFr^2`ZbU6q2J|BrBDZ6kjFkn;pbB2|?*nrMZ3H*Fgj+^L zQcuBR|8wm38qa2Nb&z_R%Ck&hq84hxNNZxLNhtL&qb1*c0 zkN(%p#?5gTFu9+6+|M*d7{*;jcIGVLDZVnD<+6^~OJm0F{SeiBh+wC9==G;AHbsUAv`itN=1btibn>F1hz~L=O_2Ric15?$PQQPwqz{qr zMLMyAH%DNMNoi>x0EmLpv+LS5a)}n>)Xp1kqS&UU4~uFIRq8m4$MItqI%3<6Qj4bY%5$gJ0Y$-33IE`L24k)&CS76 zZ#R-D#_}>JYJ<1i3Orxh%qJowZ#h&I8;0~9c<5jZ*Nc0EVX9WD(jXEbOB!fjc=6T zi__Enn#U?C^)Ik-+NwGM#<*_PoqMgF8&C`)lZ&hezPl?nrLa9SR3T??m9MR>+3VU2 z7qA?h4IGLBNq;)r8KiHj^g+FCz=S5SPgG-8W~~jS^ET+ts##zYqEyl_wXEilI-$*n zAbbXhRzTe3`~?si8S+8J8Ng*_57oVYJ|ci67S!kOcYjZW18+bDwco!7|k>5RSAf9d|K~7abPK9N|@06TGuej+m0MYz&Lh>Kq;^T9lduQs5M0r7I(o+vx&=&Yin&&f;~hRFF4Z7V%-o(R%chdZ$S z`^c}+$+(7u(UREo2SI%#f3G~_G$Z{W?sk&ILWy5!DiLDJUjnXwg3Jk)DIW*McykgR z-6iRNa>T(QvqFqqHdHl=R&ymuHyb1papoUn{jpvbB_$9O4dfs>UtRgAwm3iN$P`cJ#)RK<(^TV1Jl5Pb5%t>htMy9 z(pdb7MrBALM|PdGsrk7zHyM>259b$7+M>QWq!$;IJy2zFz+NhWV1*E66}J-lZe9#Ee|z8hsl#yREJj-uiuqkhbbXaBbYeii5OZ zg&7TXW3T7to-;Br0jH_o^p^bT1||t}><=viq*PSjg%=YVfS%Gt0b!c)Hx^~t?bzBG zqv4QK5~N4jWh-#`2An^bhMov&>k9l295@Z%DtPf3?hyaKkf)eq2j3$fsGLTe2*eSw z{aI?gdAgDi{F>uset5GOD2lLuh8! zUCyT%k9YL@nRfCUtZ02)A)@ruR9h&x=JWdFhy{=xW`xwJNnNY)#V%=`5_l9EhBSw;~WY8rLdN@vb7<7@5BaQtycS71ME#( za>yE7t6%sr1t>XFZk-Cx^N{6umVT?5#&#+E(Dga<@pjnOqNJ30=71n+4FF&3OC5Lr z<(Ghx+?AxDppbQU7ZDZ~28t0}r?Ihdc?;A7sDIPD<9mdH<^V0NHB7~~Z(DN&d98!G z4Jl!Gi^cPEW#bDgMN#9_g8b3rH9PXRb``U-<_o*zUlZIW=y1~ct*103aB--5d@Rq! zhTy_weB5XP&azsx_z6GycO2DoAm2~-xOP9h$L;A^z@$7K&m^Vwx2 z)JFfe8F(}rePO?=y*1B%G6lsu zAbJmM`tq5?jx48i)s#Z@Ukno53sd#dtfBkB&a*j~=l?x2`2kJY%1yqGUn@pBRHa1B z%?l839no=R~EZ#*~_T>Z{rr#SA+=onxhJLvrU`AWktp!jpj9z(PSfq9ph zm{IuGIfrn)D?NHd0#P=O-quvz{Iy@9bmDQ~^>=_-&xfP|o#)maq&q@3^a|CQN}5Dq z0Jqv1uj#V~%hz4!$#=Jh3#X^*KKUG-o*FunKmSeacJ}Mg}R-;4DjExPT9t5%!L|o{tGeArjO`zS_)xW)fy83gK zPcrhxtjo4#Z_QpT#MvFOaN4mt+V^+kikW7q@FIX+Rt{6Og(fA9?m@Q<3ynn?bEx%% zibgHP)p(ngg}(M^T|dc_?`vnwSRf(V0=Wy#K|#`ODqdV_A-~P)*J%o?3mzMSgRVU? zRFItnJl=TyS~Hr6pf-=~?zzO=8yt)(h>tM}q12z~O49YF8q))xOp*ZxKcb*hxJBz* zC*+f{2?fCcL{Nia7XGkVbd1vB&U;Iv2p2L60RFen&dTNGqTSleY15E_zS`mB`3g41P`}qU_ee zEd7slD!x~{;zU<&R2k%gIhQL2U-qO~$ZmgcPyrQ5zzkrK_ovnsWohY5nQ56+URKub zs!F%!o**tzW`XC-j4FtqjIt}2N97zHP5vm>J#!xtnW?G(gfi{NouDdPv$Wo0^X%_p zaww`aM{aU6gu0HSG-mXrgq6m>&sBPUVC!%mhCcL-!8R{T;9uv?NkdbXjjqGd;Udm{ z1q2-deQ$xYbvjUr|0q7HmBez%GhG)5-+;aV9C6&}-@O2srb0Ge5xZ|OkTAA-P{FCMe~HY&K97Y_r3;q5?+q6^0YXre zj)CD1EG9MnSrQM^&*0AtFE;Fs+OX zBHF8r_2~LvA2{IfU%}8b3JmB2XvHYd|BWHRtE60eG?^&}SttuQSZr6Ys{_R4zd!L# zH?8`59d%g!TP8C?BJsHRV%;H3k1`LrOa*fujH; z-u~UYsrQdN^glVRDxonW#or9iNz2~N)2Yi-mS&bd%Yh!VZ6M6nuKWOvIopuqD{x#^ zv94S%k>AHGrzai2D~8wT!lc(eEws!SLoLym=kAZXn~&z^%CrP%M0Ns{%|W1*cXkl#$;LqZ7w+-6&rygWeV7CJ^mOY{Y=s+8xleIjpgstQHRw+c^*I zBuw|h=+f@I{`CH)y?uq#YZiq}mx>~#2nrJXfKQG(_V)Gxfq~oSP%nP{as*0Kz1q{Q zSU3ICrx#zpe!clx!Oo5clD6~Kj80!F5~Fd>=?(KbXo3RHrQ))n=jP{oGM{GIhY6T= zzZe=)|0npYblEiinR@>zkpQ;hN3mF_NXKxnvSti81@);9_ofl1?3_?=LBHnIuihW= zpj#Rt_3aQ(L+RAh2|>#t+n+Mz6cqOJQEK);{BBRZCRQ!qEVG-vapT6;WQonB_s>b) z)DaOU-sl6a8!vJ+*(Q~xWT7(VaY`Vw%Y@r?*s2`+B#7ro=;^ze*A@8!Y!uMn@1cPVVWWZ5gkY74i;Fm{g)Ep?=FF^g zq_dZH^h8y%-K@wB=*%cOyM8=7sN)e5!F135J4^H>3W{cdL9K?uE{Rp2)7A(k%dxTu zSS@U%JOC3bmrl=@YzG-`X0^UhR6dTbYsQ+RSxzP!Bk4oVhOaA^@fTTPb|NApK5@lz z-RqM!xkUuuZ0H*s-%Ge`UFEkSVqy7am*RFumV`uD>A|V@>WD1kb+&7GO5*)v5+z4F z->)0nLKxF|3u>RqNbqIAc)WZ#jE*iym#frrdKM8N*9tZX|IOQah2h7k0+Z08q6fy{ zO!DWg0{z$Jw%V>`f5jFmEh271rD3tf4`I%SBTmcx1abWNsq7>X55c>Uo=^XH0l?y3 zkY{vjcR1YjAy@+3SM5)|mzJjPs8{qIBMyZ56LRacHS#af>^%Nq;4!4mv1O5x;0xc; z)K^QLU>$X1y%f_8>LwPVbk2ekRDqBG39RT$DG|aWuo{qHmb<#QhM!kMWRjHgI29_)AUb01&aLcRxgaflHxB7ikZybgxBS2U zc6TH5r=LF7Lv?jiI~K4yD%#aGqt!LDPw~sQ?5Aq6v7oqvJr|xUZN36(1o;fL^04-= zN{x1xpgcfX@+izJL)BiQK!w5QhbjA+e}3saO`6DB>GgQZ=U$V^ zrM?-ZPkH5*?TdjNO)?7Az3dO+t7s^Sj{x)Aw@E@yo<{5LX1D?A=5tDr>;5-)(D z?Jk3t`fuK%Z;I`-GW}W`j%*I0AtNJuoMU*gLGSoro0*xp`|Bens46~$no`u*T`L1< z8bZuGL|;g26w-zW-L+X_NJ~+fR<3>Ns7*~(=*?VFKI4w7(5lkfDhHIJdcJ{7)DdP; z5|a#-GEl#5-zmI^)RhcAN*l=f?jhjudu>)i67ncc>N!pyIJM=GZdd5s=Zp?IOF)sZ z6|=Tx3H^U!Fqc~=zj|ZEJ)FB&i(bc7s{zH?;+3n#iGtD(r^nxXp){ofDu|U~YfPar z^5oARQt)$KEH~H3gcbcHIW_f-MPAhhXi8K∈#L6*^12J^&;x@I17S<2SntMMKbW zu5gL1_;1p!*kZ5%T6-tF_O)SHZC0h@&h@j_ReP$=8)M5g2y^H3&}uyPzpWjIVX%#1 zg1D;nxzD?wySdAGRgaoS=y2Mwx~j4 zG}Z{(jSqGknByb*pwQ53EG)jzzfZtMPz`Se1_nz#DgK!J|8nqAE!DqAEQ(BfUIAc0 zQi(*gBA3_fR~7%soU-r7p8s1_RrRw=8d9g_C)g0_-#z7f62E_8YO3yag8NDa{A`3> z|5LSmaI_US2JKc>7gwG;t`3B}d4ub{UpcuAd#$M*%5vet1uSSB%yFb=lh9;v(U)aA zY?hjxnQ0TJ1JYo}Fb&4tQv8I5-}JVnrDc@l(cYkLS4R3r`PG4(!v&-Q`J=~BnH`i3 zJgeg@SNezTemrer@HaIZ36)t~l2XNPc_NNWwcs74qdBz!DCo7lXGOFZgca}POpemy z;l<2v-@+UGiF-kNgKick!7zb8L15GkPR<3`k?U0+`^M09od6g@HCoLC7#QTo8a@Yc zeuhH2s11{*&1`p+PID-2`)rt`&b$P4KBR;0Iz5S~db)p-nN#3k06KgHdJ@a#-YE=0 z*E%$o@e7MbiG83?oU0>}^#-SB)-0~SOG*K3` z8fkY>3zmh+x`W8Fh?r1AbMEGP_D*6^6zxBq-4$5EO7Tx z)m%_JCNLuTq;H{0L=~1+7%~Wl)Bg0Y9(_)E`nw#8>Qx5Qs5#4~&S;*J5Ptwf@kbeb z>k+E=?c}pP>rMsup^at0a8adOTU#1czs=GUksoJ(tn+V4Rdw~&o%#0mlhy9~nMdAf zU%nK8YC-wlvgGebWr@1gy+1hjow5ONebPE`DEKEQptHd@z2^>HycoO8Q73pe#Mnc?3T! zf3A?cD5I7^4V^K`7h0FB(ToqFMu1S&uYLUx)*@3F?ibnRNR zE3}J;*i;`jm#t)G1w&W!k6WGx-^eBJCRPAi3x-zwK>*9;`A{7&8_d_q4gD!|KHh-U zWc`U~gXi0$X`l&P@_6g@cDEEUm9E!bRKDA;@$7o(q~J)gg^8Buc9ZJK`8!ZQVM7T% zsCjL;FvMwffC>z1Ja`gA0M}G-2k6a+gf?__%qalF@}5t3a124Xn}Kl*fyz!wLK;E- z>XYA^S>A6%9{28>Lw89tSVL3Gk)rRAR7$fOcN(MuQ_>92%=tsI(gC^k4FSM+mVY@if%&bI4)AauBo*>0f^0k=ovGVTTd23A=tvBLx z^jpIj@NCDdzQ1ER^}?E+kJkO|vku1h9Gz<|w9@c_Qwvt$EN=wGHylUVycGBNP5By+ zkQaW3!W{f86$mIB>K8O~XlCczhfR{K(C}LdPFnd+ z<~uqeRD8`fHdws`l=$z%mL!(c@Hhc4Z7T2~!+xIN;VYZB+4>uQp rXMlDTgl_n+U(f;Q`hW82Sn_$o-sh#BI%oKmBdq%}O47M^^%P15I@7`TmRTK(c2!%rX zgpCQmdF(9v2>uaqx})jz$kx=!^@+n%l+qI?J1bi!D|4f3E>9gC&24S?xkR{lIj%i( zat2juLHPj9n84&YB{1%_)m~OXgQME<|ve+_B~lCHMiu|pU-vG z=4K=}dU3mOL%UE6Nj@)G*+W<>ru2d~~Mk;tiCp7bR# z^SX1l?vDwFdv+JdNbZn6y=_7#5I7u!&zn*gPUzOS5jHe5 zsJ2~$v+@7_{reg#>%uEz_{7c44V5z~Vo|0&a})V4iD=3dI5I13R%pg{Ao_Y&{(kOzFA_;)OWYDviEl(%ofZ zrQU+MeOg#x89Dsqo2R?{C?74Erm3vgpOtlGe%v%}i?H4}o;*7hisLqjI62xgD4&4G z**`iemlKCswP-$z&}%;Ee6!*3XsQ8?=0k)dUY^KpQy%h9rrnfkYHHWGxYnv>J32f2 z-pgQJ#KJN@-rp4VI^M^V)F>L3$?g|$Lss{5TshypFJ>r|>6J@<)g4u))~Fk-Lb^cQvbUC@|&{Buj8;>G~=My=+sIvBKs0Kcr2@^j>Fsqu?JHcmZW(WMsE7 zB~^2@R=vNF5ovR%A0X}ftJZ^&k#V-l7#>lL{Y}eXB0@ruk7@mXqf{PVDGTM#!dqf> zPF{{V{xo1f5#EZ)&naZYLmu_^ZHSML52^AUS=rwsVRF7t$CrAe+}-S02e>W=6YHgY z;1|Ln<@lPTl0iU3^s=OcFJHfwQp{!L>!0oi= zpD!OQINv|ZCC454-5*8_?}aEi79*jt&pGo?oY4b0`sCkyUDQO(&dJRGw)e7jajDmk zsczBjiyqbYlC#Xuw`Pt?V!+jrgg7jen^S^y*BI)2dppt4t&8H&`w;4R_6<(DC^!B) zh2`(%kDGcO7^tttO=570=jW$bpiEo)CL7)mR7X=wFy5!LB;5TkEaQJp(L!0- z4q+N1_nTh7|7=)GZGfDBBBynOt4_7eT<|;`^0BezwVHYKUO@c`UqP?bWwyS?|1Z*i z`%7b{qGu`V^ohl0-NNHPLycZE1goN5Gx)+}9|m9IYWIKMddtx`|3hP*bb}lr%)q0& zG;LPrkK~`6uJFQ<2MfjH{b9A|KMuZVIQoS@hyOC};)>tt6YI&G0a3R^01o_Br&_8cMS7j8(dRkNuQ`E%dZIk53t-I9-| zCz4mHa?i%?(4FOc$Ey#GG~-=V+lqz%T{p(%JxP6*!OK$JS7dEYv7*ZVai`Zb@a4mU zFW=5~vHpP9Fa7U+WbN>WGi z6eQ=m%o5!HndAHx#p1Ozef6@rrI;_!F4!7qFxudrUpD1v1{V1$VI8*lGPC{LxVH1O z+s1CW^hxkK7HY#V`K0$hCe+3HWEzJxuTZA#iw*hM=&4QFck+9k-T%AHA@rhmtjw~n z%u=JGqT-!dZ|X>ez449A>#)x`uO5nWjJsgMsdeSs=XN~~_tNfZ+q``F@{`Foq7NTF zToVzYD4+BaYmKCfge)Q?>b3r>HbMM3pJ`WuZ&M(?aijmG1fD18KYsks77>BPv*Tgw zf%(_j-QTVHiNYB{?(ApEL;~r%G&8+5wY8gnl5CAy!zhMp1kHaiL6$IVdWDx|eE}2q zwv*FM^?c2~552>SPT!y1WaZ=x&@T9*X#+ED>9D3MLKL?qT_818-*3d5o|HBaZFA4j z%S)&GEtOw`kAUUSyYzH)dwcuvh|zLex|!KoDy#c_RN!)_n*PmD3Q&PHfPOi5d2b&vbd_zu4u@-j)8Fm{iY48UB5FC%lf7j4aT4{ENWI7w6@n z<-$G)Qw~gI_djk-N8qBq*0(wZCaL}v!M%6)uz-w1(?=ykj-H9>;?t*3HEZ1kTvkSW zyOV@2pt6)xLUvcj8F_gLQ5(Nw9~g~%dg8WRP|jo8MV_x!iuvu^xBdOu$joC($dl?% z7P+(E7xAZi=LpH|)tsu}d9avQvazy$9mstY9Ul+*(k~~6)#_Ib1q|6ml!=*{4A+^l zgE@>Ia@EtFBJb${GX2~0Jt@(zU;EQaxZmBm3J5q~T24x2DDyWuDwS&RDqo_p?x!MN zb=Q=nxYlJz4$%^aZ5nJN2_IY9*Sz+72Q+hMHItR}=MnJS75i2vBs^EU-Q=s}dQg;T z#P9P+U^PLN^Z*UTELSe?Umw_P{^8%|YuZhz4f|+FMPyHB1X`pM2XvE|5kW#`c@2Iem_H!PEI!hh7U_lnp9GriSYNPS` zhAB3>sxo*k8%jG}lXKdN6^$AE_a%C|V|UW*txg0H#<$5S(6q6i2cpp+VlwCbjp4&; zFK*h&3%}MB;09R!-M~XLo|)10i1Z%TD1ycL@2)3x6#qWhs5d5yc9Fsg&qFVYSfBpy zpA4Q_p}uxCyx(}d^;S^mJPVr4DbL5#i{z0jJ5Zbs3280~t4E#(@Q#984<#*$C%ehK zlFKUD&d+^A{ju>^*FXn=C5Nt2!r|8E$)v>SOw5Jw>7Xb$FP5ppC{pWei3u>pT~0CB7A9y!A8o5-MSW zJE2_r8S}rxORdH!lG#`TUGxDW@4zFI0Mj@=y_j!fZpH9NNv+W8$p?g_eC5>FB zR}meb=Ws?rc#v0xMI&>=TmES{T9J)#aD5A=@!`9OcDBOij>(=2DE)et%alR^pQWtH zkqfHaIFu;Gej|X1x?Nd!CG9jW_^}87bYcEkv^Xr&SMvJ`6n%d-Kan6uj>W2Aqbjl= z5U4Ayhtj8b8j{>jth>_itI*9}Q7D*r>{br~vC7gRNui-$xokFUU>o2@ZnUr!TuJ)z znSA^PfwkIk-;2BoEQo{J-!l0mAk(8zevO`rkdO2F1`RkLb5u7qsX`Da_+5S@@Iw_= z&UF7Pp++mV^K@TevX^-1!2cn%S4r+iLDc67CT8Yz+sV3(jSZioB5r2I1fT8gZK^u6 z!HBF2UM27@^vn#vnlaU2F<>_C( zkh)ITW3jWd+w9+h3aX|?yr1#Ljl4HR5StU{6{SQVLFFXR1+6Yzcc!jpUVJ&Dlq4wN zRtE*v{^23R_3IcifmdqRj!gI{j!#Z>M3FkFMOT7pkb8jYJdckEC=+SuK# zo38l#*THGwI~tVD*%4QZp+oH#b**WCMjus{0ZfF6B*Z z33uHyFG{H8_qY2WY&PLbPIYqE`}aL-hU^iYlr+Au|6fTbp*(_xA$=&bh~Mz6k^%MA z5YA=~>_L?1MU?pNi1Gfxd|I(tFYQGP41ojB|GAjic{{x0F0t)iyI855En{cLqj3NJ zd-bii=&%<5A`$M}*(iRRpu+K~wD@m_#DQq52<2=*`Q|@*ZSyLECMPN#i=Q-Mu8fuC zX|-UYNG@ZzLq!%A7A9w)k*oGF*Nqd6fgz@6u=E3Fz|p6X&*=B??_Z+lab43z(&>1) zt^BiR&q^hm40)~z2wX)&L*tB!3JO{nTCH^VOzIJ58l+@OsZ4|^R4>vGN9sFTT3X1t zC{(!I1q}@i6p}9b>O4JQk)WeUx%I=)E?{007pJ~{{kq#$w@~z(Hv#Z%grb^NsEnECmMt6kUSpvGapaigzLPi%YbCl%m@?y7gc05YMW0Ls{Y z@|^2<MW4Eds{z95{;=LLoxNjO`^y=q6=ibOX5I(VHo8uF zx^}Y-!oq?&uIa6SB>@#xD8A$|!QM~TwC9t+9<^V|7keGrGx^zkD@Ox)G_w4b(R#0$oWu_gcFF#N-1C$CkEbWhU#Ox~5F}cImLJSg))gx1+tO`?5Sh4=H#%^GWxJl z`*ZOIJnq}iP`6m{!2$gc!ri4JeG%=h4N6gbdh)6X;$UUo8Zu^A_=@g(+JyU zb0(CV0ahyNlg&?2Tx#L(|Gw3*`{-c*^gBlT)2~!}a#D-P7tM#RhS+9RRZ%J{D?el< zi95U-I_nHvVEYfJ!Lo|kRlV;^A9*eBvg%Ve-5}J_4%MB9CrVstEjPFA@ytYM!IpZV zWPf#y@P~A+UGcQcv0&0r*9*m%q`81n3|&TwU76W9ugd$8ckYlSk$ zC*@({(}p$pVU^30!ZAtq?>}5NSnb6`9Z&kx+C36Hl4ma?NX?c5uJP5=`eZ4n(9U%oPjjyg^J+N3h{3c&_BiN8kODWQs8)$=6m_gz*jz&p>T z{K-F-5CnvV+FD;=u&1;*uhCTaYs%(s`lDL6ac`TvlUouVz%K0wkBue1eED+WsMo>Y zr@|teGr-W8qyaE6UJiZ%Q{2xeVrg8^#V#~lP4h;-C{Q)GCi6C|)1jpT&TKRku?H6Y zM0t3#`GWgfXVue^r;thc5^)i3YV7mDtU-Q*;nzaF>hDm&buuHn0^Ks!@e@l1!DSYT z)R1)!XX+|n(>F=3zn){=KI!TXxq5?=`lTxSn}v~LMkuPDjQYd1h{Tfh!pMfVL82RW={09>~T2z+9 zD*{50SK51eN7UiMn1=HT*u_O0Got&L50=$$z%&`W#b-a_Qp_danR7#!3R#fN13cz@}( zVBNhQUtLU&qzS6`x7JkU)0z2}Nwcu=5&h<^_BmU9Ukk>dWUz1BhgE0f~_h z`5~yN7wVcXQo}&0Pfuhzyr`7KL2b+=*y!H2^6RQASJTs@@j93zL&`AL8#gYX5I%iw zZjKZOE;}%$Kk0NCp&}T@o;<9G9I$W4HSL}-dHQs^M{Hfz#YJ%2T|zE``Vu}qe$DCO zGE`$VQFOrHfAE_R{dC}VQky{UJgziO#~Bdz_zoJb?)(j0(8#z7PYOIzUN_1i#3 zk?VGkM4@`Axm?W2Z~3S7+08~n9^Fz2At5qaS|!`6;Nake@p5i)aq+3;<UM`aM=kMOpN=KGIU5S3cBO5Od7335Yw9vRt_=bdpEZ3R+zY+>v z2kbz(Oj#_2B~%|0ID~whT7KV{|NcEJ1sx`0>7YM#Z14n-*9fGix)S+=!oynt1We7& z`sr1>Gz<^dgwp6$IbEu&s~dsqzq&#*wvccymiawU1yq7oJl0e^hN$$6jHJ&|TG{%qy?Uw_^GpJv5IKt=C{w9q*P*0)GKof3txqX;?TNHp@m}bQii)N zMWo_OmwU@$oUG)z;RQpL(9P(+gm~NjbGmijiACLQc53^Tg_wzJb*# zzW}L>XgO?1tspH+n-`v*yue3T{j9nwm(j-{g-pul&o=?$v@)c*4!*>|d8n;z;STbU z=Jr-_Q2TDph9|q1a=-KDeswhYgsUF7Z{!dtln zRXWZa0jIOSGi*ReLgLg^e0qA?-rH;YiBnRN4t@@gK=5MTARe&jzbg>rS;kfgl;TzV z-DxG>)hMkw)0yUA1Oxot+S(kmEShc(CMJi8s&ZO<*%C@7bl~VukRayDHB@8}xjJ6X zcys&Dje*&jnZnA4Q$qzhgk)sHE9+9SvJsg*hRx|`G+3zPT5oKd^(EI>*CYnx_i|qgHeKvcHW?L-eCI2j~zEnf%De< zWazti5c}X(Fcb>Y1?9gQb01}IblfOH_%XzvXrsV^P* z%jZBZPoqdqRh1|?CB=TdcF(BeHQR8lV7S0E0wt*X8|i**jMj0;?mwT(X2EP4U5qRzGAtsdIRbRV_0VZK}<1#B(%U=9OHZO{2CSNlbw|-EKf7_%5N~GLlPeV zb9`X%{|dt#*uZLM_CXT!)t0p9Zco0$?DRB%t)Q?lTu=>k9Sf**gvB8#?kZvXp3H}A z^c9wlc9R1NP z5uXc*cTgy@0P4M#i^i=}51qE{?sOgK9h>->ErBkfcU@UV)zYEzV6%;m*J6N`mE`gMI#&QG z4Un*GIqlDxp#A1E-2J4i+D3ol`)>z+0PxSsw4oF>0(y6trcD4T6W+$H3*(^3fAXWA ztd8AHew8m3+u5CFTf8wm&I!fPz3CTEFa)Wq0bsY;>3f7PZGOptXcP-NRlK+Ol?;?k z=(E5zUyEGE=r`vCPSWGK(cL0(IxmF;)6h{I)KtMeUZ5y2 zSe`RXf|w4s?Rwer_ zq39;S@G#YeT?xGH-QBQmFQTpi-wEaY{$h68_grG`bl8M(&VWFknhPt|;5GwXQ^K$bz>w61HKlJ+jIK%Jnq|TH7MU*6MZID4fw-iL<cgcp9>%`$=Tt$qF{*U#@Z6G*VMnN9rZWsx2eM z#)P!A5g$LYbLiKM{Gfn@)S%0e+t}3`gMfc2{la}SX);()c+r>WWgRCWZTSP&1M60B z1VQ5P0{|UOj(3@hPNKlv1Nkmp@Q21EI4D1u0R5gk*VG(cL`Htq6|T!7>bC~)&ndug zrlI7tNmH6QBI%p%mCG6Ok%Gb!$$+JDVO%zfKB!qK4x*#ro;PRn5$QA z{{8z>k=aj?Stg!KkCKEMWC6;^XXxR+>-5tcX&xO7c z;+VK3fK*RbMvAdW$UB1G}d#_9?{QRIfvGVKFgAF)=D2 zDY8~$nUxx|l#)0|*NWg&pNv{AzW^3yf313*fSNiC%oek-?T0-d{Fg6*dcx=cD6d0E z97f)x%w82_phsg5R2WW=+|4zPrr}%ur3wIPq~-ZWU1p<5kqTgKh1e_&v_bztb{!FNx!T*4jhoF+w2R(IO-nk{L;eEGu#yzO3XyPdOOt5dA9Xs|rCMse=z8CuCcA@;I zOHxatKnpkn2nYzif2?OABoqj5VBOdjlD9i`xDE~&qtz8*knCHHWH>wW6O)i{G0KJA zc5vVWcg6-_%bESnSyp!Tszvlk$s63<@^W&o7N47%GDlF0pxfHo`uqDEHoU~Bu$z9F zdzTZ)7Fhg%HDm#4-8%S9Y&BU&qw~dzcixhKPzC46ZCGSQ%#{KpnHRhnbn6>R1yHQ? zXUO9x-}0nfuRps5g%6BwMD=OLmBy9V5mnI7tqtNa zjoVz?tgv?_kuN1#jbJfLC|(&mYD-1wIojgLpMClQ ziB{g^9Ne|lJl~p{pEp|+hqGpIy;vbYGQE5 zenYq%>h?gf9wX4e?P5ANreBjg&Fom+HG+F0Gk8H5O3K-|)hmf#ncN=%rGQ0Kaj2W4 z<4M4wJ_T8DLy9L9tR{cnCcS-2srdG0Fftatt0Iqrvg<|AQEtx+<;8{H`F-{cD&)ya zQA`rVn|!eqo>>aeBwQGviG2NCxdJIerw86OP8zPcjD(2^&YB&DJX7I9zYwPlIJca; zU(SGPKF%J_ zm1Iro|2hx4ZPa5SbgaZ!-e#X4??Vx>do-arXfX9f^`{mHO<^+U5W>#uIVkm;RO7vj zj!^!K96E7bH%p9?Tc(r3u`obw?^le(|32rt+-W(Ltv($Zc!VfoOPaFb77mq_;72M3 zxg%%LVglwxi24X-XwrcP=J5)GGQ0~VLO=sUD3ZxQBf@v~Z$wG^oCPW;5CPns5^PRJ zzVK|K*z}*QbTEG%%-uv?t4pH$RVzuk#;$xA>l_Oi`4JYkehvBA@x0{ppFcw}iQ2Ev zMFlBybG8ACvH^RT`Jo>M%EpV_-~cOq3v~Zu*Ia~B1a6drl8()pDc#g^_v0rny{d`NQzTcfCek3)OzGjCm6d2= zK;ykvPxtoZsJLjEsRmZgEXX*un@fRXUHQIv%*Sy$c?tEk^paj5e~|ZZthI$pW#!rF z(e(22IFT0Q5C)8=g9%%M^b5;j z0A`T{@UbL@bZ0a*ZsD#K*dA9o|V;Vp)b3R?dY>bky;XU1~s%{eNBh^}Hz zxr&h@dHBiloR)F?qX+^^ zWk4(up;kR-TUkQg-)roaxa8Dpejh~q2-e2sVAB;S|7cRpkPB}FcivlZua=Oj*m!s? zI<~bKD8zKQyE5vB@VCHbabArLYG1leQ|EJF8QBOv!=UY^l5e%|9saD6wDXP*#2f(Q zLVxR4UBefD|BFB{tyiu00jad;gpew`ze7*7+z!VXk%?IAr=>ft#Sg_3xtYW+1Vt%$ zNASLYcSI_?|NY00AN%$|P?OH+OP~eJP(b)5D5vGAUg1~3*PE)Ul>RyOOB-j^&KO+l^{L)PkB=>z85t}HGvAa6YiLG5QjB_@i$2LbFP)c% zi9%dz0mjvg6T>nyuVsgtvO1J>b*TkyCPoa$|B*Z_DnLZWIr2RSY^zgj03Ygb4e9T> zkodKw2(hZ8O*G-|hD8Fdmx|Rd7z3zw${8by@Skg9b+A)-frLA^0Zib5H=p`4= zEk4;8uDA=q!nEC=KzfOw;NE{@Cbbc7_i+1-0_kHNF%=c#ua?9fGwUZZA0lL#D*qfG ze>p-TlvVc)Nm}_k;b^=xHFn+x`gJdJDv^Yl-_FhQw;0Ig#h>6O@ym80PV@!&qg_F5 zXyD0oWE&ca|CN7wo+N$>aU$ZGXjiBy-MPv2T8+NF^Xh{L$obR^NiE=BFu|ykNboyb z>A8ri5v{|TcrEBm!N-t?ROn2_O6Jdzkc9G)4}3NKrLYbHM2R&L1c=5Qvj`r%@VqF8 zrWk_Px|LCd#Kb>{IpyAOI~QKs0|p8KOh&oA?KVr-z25~SK^#7C7kAMEOG7umL-x$) zHN0y^SHsUnsVu&l)Xq?06dsgw6$l=>^;>~wF?SUsTg|v=CqZ#Wv1oEj^{0e-Xt2)`Od~G=2qZ zMcu2M>&SzZL4i%=eJdc+HRS?IT(E{XRVird32VAK;v6w~0_!UE?AFy~RdB&@N36X9 z|232Ho!`R9Y;i0An*ytjHKsIVnkoLtx1SRB23DU2ii4;T?|(D~c{sWOZM*bL>!X~H z0$=qO{Q>aJM%?wz%^(z^hQOJw^IAtY*ld`l=~rny8p{5O^=50W3ihr`tT08iF=CbB zd$c>J@SYnNO0dev>CtpC+ z+i0z=1%St8EzE$N#^NL31bxl3Hm!#!p3nEix@ak1RVZ6Oe+#NS5}_^7^_)3Py`x`( zR^D`vtEocYH$i|2_veK{Re8qrdgPF*;Lz)jk*N7&t8=Q*sWA}0+3?)a$&kK${<&}L zb5TWu=L8U&Ur4C!Z@;fw=+kF(=3uBoLmqW`#EYE{SzB|5qE5Tke!$iK~TW5Ts<1KdC;AGQ-2AUc^| z_c#Q{5~@5xCQ=Wf8zQ};!#?AP3U@wrd#cMsOa5I7!uo(BERx?F9Um<>Hwzv2OQ3rsp-B&M#)~a?&wT1pN&-_gU_2)jgCIL=3jn zs(%j{x(qx>wBm1|0mC-2X(g=zE~ZU|CRxD<>A4$abTcB@f2!Y)32^(8Ozz%ppTZAPJ71SfGzK!u+cmm z7_FyvDKnOuJA5?)>o9PGfFzoxBt&Ec|JFVV(xX2p4~Ki}k&_^-RT*m(Xak!zG&Mal z^CQGOxIGR$3awqeSBx65>glU=?PLZ=TTJ zb5Gyqm)DVX*INM`FbZIy@->UmB~P}AZ=GyE5MzC|rhYW;n(i-$_VE7YP|vZ_g7n ztA+3HFMvJgaC^~jSl?~S~I zGuzD-OdSS<$EQyOn0{#I$@b{rU>fA@@H!R-2J|$qLpG$8*VYa>+dDg@L)sU>Rm%vi zIBz#Wh12}}OeOR;3xoONp@C`Ori}Fz3e9!S9@k2qnvgR*fU6BQ9ZKF?~ZhBC|pw{#lWE>vbU*i3aDawIUQ&Z~S6l6JB^mJYUjH1tY zN9{ntV|kYx7O<}dDKmq4XLw{JesXehR9f1kp$FV_?C=0E#fU?Of`THvu23}>tg$vC zHwd+`=r2OBXlSI1%%~ay7vt4mwe>s}~N~p?HJ>*AAZKLec$X?6Wzj zd3Wl)PCfz02tMJ2p47LZ&g^65wvph6LVcZS3FS5XiUQg`*~asw0}nY=*;QBg{8 z0P}J3_4M?-(midv_{iR#*R=aBMu9pGH#c{4bF(4HlncLVtJMsAgS5W~#IPgEm`iHi zMN|;3+HAN-1{nRLg((QNZX^!j`Jnx-U*V1ff<)`m(pW5YSwmfk4Sd zCs~slkRk3m0B{~UP7TkjPi~kCp+x!QHC{6Iz?fP;5qqZ*^{QNpKAjn9J^F@CztQ;( zo$2%i(LC2<6sqyX1h3~q`LOk$v=;jQkwINZGAbwpwd~6yjQ#aB#bd8JY}C|hVRQdx zioJI|L18X^x(<@v3;w7k(oRx$wJu#4g-QzV-6`!usBMgPHy(8s}z!>f>tg;%q>f3bddNpnd%GUp<>K~jym*rn`x-H zLO#fdLL7F)M9~sRb_o?T(DZd?tK8o%S5zA!N1-l=m9Dty-i^A+>c50dGxkUty33=r9P5H?&1hf7;Ify6~j?U({c8%%e zxz95wr|d7<3DeY3rTjPNdpghJKk4s6Rh_Cy0KGj0hDnnXLoj(Eruau+@^a z3N}wuyh}~Lz3A;UHj9WDN@$O%f`cgEJW>mOQ=ifXu22>GxiFSWT=I!ZnzhA#TG!o; zz>dUh2jb`*F!`oqM*My~C0X5jo|2b~$^$>StW|I`lM{QC2iCXV8S{~q6>4yh`8@^7 zOGf2&Bp2vJSlaJ);BlZC+Ew5~t5wSS_^h*HpHhlD!6yvFTze_+Y zE-WOYKT|wT_-gkPqQG(q$>qw2{3=p}8W5N#te&gyKYsDD|McTtgc!q#-2+7eOc#sJmIhf9AsFrz z#eljiaCM}825+cWcQ7|ajCl{I;iu=zsnwq49|X}S@X#g1&oduumhFkF)3wWKIj5L= zWV@^_TwMuXFnq9mX;a$d-P=&V;Pyh8l+hgUfKY#9YnWakqV8d9^>w_HQ|++kk`pOL zOG_PMUyJ_Ue(sQh!GQxFN-!OAu}3fIOnF%6i0hZ{P7ksrsR;grC;Bznd1x54&n2hO zGqizc*W}JeOT3Y2uS@YAA60a^k3^>m;xPZVO0MDw<~n8DY#X!egD;e^+MxVI^t?>2I~-bt8?D`CV4z_+mujw zZV}l4vCp5fa-7X}d`%gvoTY1O;^h(ri%_Niz2G1#s!lu=9JYe|mO97yVwPDVz{9fY zj5t1M*Vym+$p^YLrbrx5H{baRRUN>Q1yTUkl`W6&_Hs7`hl(b*-)Mmn1*j$g@_D9s zdeISLiE+#CgOeAa;b&oH9?kXY897wHL}%*PEneM!>i$8Gqh%8(Q#i#SBJ8C@@(m7o z=YrzCO@KALOcPjsV&zRfJhpBdsY(E_0o>#eVrJYneS-0$?5S|(;Iv8V6>~BtsOYI^ zik#vYyV_^~EiTZ$lQVgT`SZfS_ln{!0N2n@7Hfc?A*NcRSZd zS!fX0b{_6&Z8y1{5GlrRL12OOogBFI5QGT!r^0w(4~RH~Oom~f^kX~~PSEn7>?NDk zw7CR)r;3(w#iEDaRpo`5bzd8JNWlKItIIfe!|eowT0*CsN`l!H>6r44_aB1HChB(^ z+-9PFgwQgi@XSfK6H{PDLA3;wm z0pTc9994-Z)B+(lELF508&_d8w8XF@3phHN2&luG%Uct#m4g^T|HEs6hACCl^$gTtKY?pr#{Q|&NjL3{Wive(w}&n%P0~UP zv1k@#7~(%kHk=-%>rq{I|2%vRR%%~ED*WQh*K%l)@wi4jV|o@jQG&oy=nk3z))Naw z9xewRs!F7IuIHI-ipsko zL)nz~r*~K?ySAe`O?WQ*iu(C9us$@qsekbJcu`|EO}~hntPB%=O$aI60&k|HNN!+& zLdBRs!%N_{fh9B;VtW?AQo6A1ykl%pl>eym@Dw??_0ZtPHs%01WxY#irMPbL^jwyI z>tnRCJjatFuFKCRNU$GPU;EmB6^)W?-%|JckY39U7ZAliK+cTmnHU%txCX{{Xb|PG zj_sTaii~W70ig8kg}(tU)?kh!v-JA)z=B(?K7Q?Kub^2n=Zd4ITF$?t zs;a`@rk-a;2^+8(Ifz_~|Mt!)MrQS+&sYluE!X8o&o`YOeeF~-uiDIrPf9;M5l8yT z3vT~#c%-R`?bm>kl&r@bKRG_O14oVAWX7Nc>~G|+w1k8p;Ci)~H}Kk@@>Q^&?oV?z z(Uo55QReF(BbdKYN{C5s$kXT))OL^A@3>>xArZGnx#Y&|oL$V>=JAqM@8IfX77-F< zK4GzM@1r{3ImO8=a@3dTUCE5aWe*?*fL_6xjQrO5sb_~l8+-DSqz3HCqz;PI!pjwG zDHRKGz?+2pwzSb61ME!MwY}gZ3M)eAcrWZ=aumf=T6YKu4?yMMLw_VBTht z_X!Sn%?7%t>sr`{4@~;ANQV?kv%%R$Tj##sdB2plGIZK)H8R3n{@*n5|JS<-09t^W z@SolPO!X(ymeuZ3rYXuS_C)ZB#m79!@+1dijKCX0&|`-3nVK>Tj)ezMaeVXU4cPG} z?82IU>U2E2IRj`PX$w(gE?qENKA#z2AOrUbES^jZ7X%(v?bsQV)2=NK8RvR(`rp>l zqCmfJfokGmHSZN6M@A^{NJs|K>jSk5{?Ns#H+uebuPD;N-*aA`uCtMd8yOZ#Dy|Iq zU*Bp_eC>@w0N5y{Gga@=w5-|xyFk;wFGrFbjZKpRAx;?WIotK`O$`6@(*m#obp&4F zpxF+pw@(C(SR+^`!2Z|Z!s+z_|7bmjWHUnMmjY>FL>Gk?CV1V&cAX zTLUn#eFcpi;_7X8cXvPD!NEbKKL%Xh+nNK>O9;x!}ZH^qexdc^o?miinM z?7DcZpz~hqp%6)nGmRVL!n3f5?FGh z)6%$|Z{~fmpOr&w@*yxb`Y3|s;Ue3O!T-?XCR;yNIr0s`%)(ySaJp#?}_`qbx;2b93_<&<;rp3kzqU&A_6d zh^-Rn@?wWMh3L3AL`Y@;X8@pi#X9M(vN9>Oq!Pd$xml~P zp~2$5y+98=r7fW9w}3Po5E&VX7y`|^!0qUtl$4YpWSc5%KjZHPemnoz*w~TJ=8y8c z4A@SNV zngQD7ru7XrHbV9{3NKD}hNZFTm6L_(Q9*uK_-|X0mqPA9d1ZRp6R*dtBu1-aWm&u|4^l}`&5$bm33l$NamC{l zs9RE&zBq6IR$u987s&IgaL;&NMUXm!L7tC0RZ#El?7aWt?>Cl-Ud|8s`HD_!6Ix(A zeT+*b*rjGuQO{{P-57w(V|blu_|eC^3>E6?3jWh zMNm@1E)rTD2F9kLzn{3cxHyX!oE}k~bHa90KIUEEx_Ga~u4McVazxC`%%~p<4rPM1 z7i!v75L)luld`t9_VfG+ZhE-Un>#4(1Syu0k&b`D9glToGUa`T*Sm=;NZZ8MJEMLZ`ASxOjdc$IR*5- zp`Hf?D-uk)Z&=@~R#&atd^RZ4<^&rqRn6MU3a+i~I;Jt@QJCZzZA3Ffy4>v4#&=SF z2ogf=97*M>HTL(HHjLD-EhnwEEr<6lI^}%)Xc1gw{6_WBqrNO9Dll$<$A}8{j6Cdw z$~2v?&=zF3@SPrn9sMoJz4E6!>yvaya}4B`PcUC#_cv;fq6ZIqX@}>koht^5g9$v6 zl(se{Xi$vKB-K~{^)DlCXz*$`fw|}ttcG0U(Ujz5YVm{Lu_IN^H*|G%p%r!y{5Ve! z=fUH+4OgKNb@~dbHx9VgFU1N(@C%i~ff@%9Q@jrbUNpIil#b=E2@Y-l8sfHTw9XgqS5 zDnmW5;4gQ5T)G-NVi1GAEO=aGDY=0Mr!tL`1Aq?vx6q%B4>s88m6fm*F;}C}lBaeq zF0azk==NN3{%&u}LWYcrj(+my%(`@9f+15i7*1q0{-yhK_p_Ubx8F2Pz=H2z{cc?Gzx)03m5R_Kqzfd+{zUP$eTYp|xK zMtgDm?tN@u#1{>ae5B4(Oj<^Us)m-B_(FhmpP@lE*rCM4svGK*m6WU>G6Ru!89El% zepV;79v|=*M%ZslVnG~quT4D~ZIlZm_XQ@6TEwAw8?n2C-(2ym>*S{cQ8o)0OXPZUQ2)X?l$%l&!e|!j|#`LbY}$6Hq+SMt)!SNtnzzqPGCP7;!G$s+Fyb_Gd(-Y_@_6G+rrY4D(nCZ z^mm+`K0joC1HmP~VSO5#)@%O>@-iI=Z+BpvnxU&ou|*DhZ9Z;y*r5p$2XLB1&{`>- ztA;e_ha!;}{MY@{JDsfS`QjMM|UM;KQxi z9kWC-XH-(s4bT{4kY47|0O)!_SXoF`uSG8t-a{mkl~&}O$oq_7ZJhr$==`@3@}r}o ze4wlvxbpu#hKSW5&5+P0V)urG% zg%U8=m>^o#1ahV`HZo54r~l8$4uRVL=a+N+&yes`@-J$X-lcvt23|dex_3uewouye G<^Kb_#CG!l diff --git a/_static/searchtools.js b/_static/searchtools.js index 92da3f8..b08d58c 100644 --- a/_static/searchtools.js +++ b/_static/searchtools.js @@ -178,7 +178,7 @@ const Search = { htmlToText: (htmlString, anchor) => { const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); - for (const removalQuery of [".headerlinks", "script", "style"]) { + for (const removalQuery of [".headerlink", "script", "style"]) { htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() }); } if (anchor) { @@ -328,13 +328,14 @@ const Search = { for (const [title, foundTitles] of Object.entries(allTitles)) { if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) { for (const [file, id] of foundTitles) { - let score = Math.round(100 * queryLower.length / title.length) + const score = Math.round(Scorer.title * queryLower.length / title.length); + const boost = titles[file] === title ? 1 : 0; // add a boost for document titles normalResults.push([ docNames[file], titles[file] !== title ? `${titles[file]} > ${title}` : title, id !== null ? "#" + id : "", null, - score, + score + boost, filenames[file], ]); } diff --git a/blog/basic-python.html b/blog/basic-python.html index f838616..cde63ee 100644 --- a/blog/basic-python.html +++ b/blog/basic-python.html @@ -1096,7 +1096,7 @@

    Lambda Lambda Lambda
    -
    <function <lambda> at 0x7fbb647f6200>
+
    <function <lambda> at 0x7f84d82ba480>
 4
 
    
 
    
@@ -1112,7 +1112,7 @@ 
    Lambda Lambda Lambda
    -
    <function <lambda> at 0x7fbba4019440>
+
    <function <lambda> at 0x7f84d824e160>
 5
 
    
 
    
@@ -1129,7 +1129,7 @@ 
    Lambda Lambda Lambda
    -
    <function <lambda> at 0x7fbb647f6340>
+
    <function <lambda> at 0x7f84d82ba2a0>
 5
 5
 
    
@@ -1150,7 +1150,7 @@ 
    Lambda Lambda Lambda
 
    
 
    
-
    <function <lambda> at 0x7fbb647f6020>
+
    <function <lambda> at 0x7f84d82ba200>
 1
 3
 6
@@ -1326,7 +1326,7 @@ 
    Creating arrays in python
    /tmp/ipykernel_1842/3002503601.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+
    /tmp/ipykernel_1844/3002503601.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   print(np.row_stack([a, b]))
 
    
 
    
@@ -1779,7 +1779,7 @@ 
    Indexing vectors and arrays in Python
    -1.7950016288086892
 
    
 
    
-
    /tmp/ipykernel_1842/518394352.py:3: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_1844/518394352.py:3: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   print(np.trapz( x[x > 2], y[x > 2]))
 
    
 
    
@@ -1876,17 +1876,17 @@ 
    3D arrays#
 
    
 
    
-
    [[[0.20114173 0.78957013 0.90321075]
-  [0.22052675 0.22851006 0.89396718]
-  [0.50508075 0.34204208 0.33682147]]
+
    [[[0.78760796 0.34633902 0.26072456]
+  [0.26268852 0.84807151 0.17202536]
+  [0.30720658 0.82382154 0.83437879]]
 
- [[0.43953453 0.5692659  0.64330352]
-  [0.70936523 0.87371169 0.31148072]
-  [0.39352461 0.61141827 0.4327842 ]]
+ [[0.0620607  0.5792032  0.06928769]
+  [0.94771076 0.02023218 0.29094717]
+  [0.30794137 0.55401643 0.62386642]]
 
- [[0.81473398 0.87740287 0.20524145]
-  [0.88280938 0.83577573 0.83025906]
-  [0.46015632 0.21074422 0.66137439]]]
+ [[0.77554974 0.68338671 0.33750604]
+  [0.80054696 0.46623961 0.3958593 ]
+  [0.4891198  0.87010426 0.45651285]]]
 
    
 
    
 
    
@@ -1900,11 +1900,11 @@ 
    3D arrays#
 
    
 
    
-
    [[0.20114173 0.22052675 0.50508075]
- [0.43953453 0.70936523 0.39352461]
- [0.81473398 0.88280938 0.46015632]]
-[0.20114173 0.43953453 0.81473398]
-[0.64330352 0.31148072 0.4327842 ]
+
    [[0.78760796 0.26268852 0.30720658]
+ [0.0620607  0.94771076 0.30794137]
+ [0.77554974 0.80054696 0.4891198 ]]
+[0.78760796 0.0620607  0.77554974]
+[0.06928769 0.29094717 0.62386642]
 
    
 
    
 
    
diff --git a/blog/differential-equations.html b/blog/differential-equations.html
index adca8b3..e86af7c 100644
--- a/blog/differential-equations.html
+++ b/blog/differential-equations.html
@@ -1618,7 +1618,7 @@ 
    Linear algebra approaches to solving systems of constant coefficient ODEs
 
    
 
    
-
    /tmp/ipykernel_1896/2289625004.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+
    /tmp/ipykernel_1897/2289625004.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   T = np.row_stack([t, t])
 
    
 
    
diff --git a/blog/interpolation.html b/blog/interpolation.html
index aabcb4d..b81b3b8 100644
--- a/blog/interpolation.html
+++ b/blog/interpolation.html
@@ -916,9 +916,9 @@ 
    Interpolation with splines
    /tmp/ipykernel_1925/1138919460.py:26: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
+
    /tmp/ipykernel_1926/1138919460.py:26: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
   plt.title('Max point = ({0:1.2f}, {1:1.2f})'.format(float(xmax),
-/tmp/ipykernel_1925/1138919460.py:27: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
+/tmp/ipykernel_1926/1138919460.py:27: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
   float(f(xmax))));
 
    
 
    
diff --git a/blog/linear-algebra.html b/blog/linear-algebra.html
index d877d2f..113d105 100644
--- a/blog/linear-algebra.html
+++ b/blog/linear-algebra.html
@@ -1178,7 +1178,7 @@ 
    Determining linear independence of a set of vectors
    
 
    
-
    /tmp/ipykernel_1951/3718588497.py:6: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+
    /tmp/ipykernel_1953/3718588497.py:6: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   A = np.row_stack([v1, v2, v3])
 
    
 
    
@@ -1231,7 +1231,7 @@ 
    Another example
    [7.57773162 5.99149259]
 
    
 
    
-
    /tmp/ipykernel_1951/73961882.py:7: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+
    /tmp/ipykernel_1953/73961882.py:7: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   A = np.row_stack([v1, v2])
 
    
 
    
diff --git a/blog/math.html b/blog/math.html
index 51c4ea0..90fbfaa 100644
--- a/blog/math.html
+++ b/blog/math.html
@@ -673,9 +673,9 @@ 
    Numeric derivatives by differences
-
     Forward difference took 0.000345 seconds
- Backward difference took 0.000194 seconds
- Centered difference took 0.000235 seconds
+
     Forward difference took 0.000221 seconds
+ Backward difference took 0.000202 seconds
+ Centered difference took 0.000234 seconds
 
    
 
    
 ../_images/e82a955efa2e01fb55f09524ce9405030516d0ae15614c934dfaf2d14380e228.png
@@ -775,7 +775,7 @@ 
    2-point vs. 4-point numerical derivatives
-../_images/729dfe3171a20031ea23a8d2a0463e001a80256f6a34a07f5b25cfe0ba7f4c4f.png
+../_images/2d7bb8ae04a90859d4b083e426216d64907ddef0e182bcc77a3cb7f48b1f2459.png
 
    
 
    
 
@@ -900,7 +900,7 @@ 
    Derivatives by FFT
-../_images/63f40c6dd9b56d83ad5c4d954392d42f12507cea8be3773dc57d6715c03dd194.png
+../_images/2e2db9dd304f55a007cce2a7c550e8ab30363937e54676777e6f7240ab6a5e95.png
 
    
 
    
 
@@ -1280,7 +1280,7 @@ 
    Numerical data integration
    4.25 0.0625
 
    
 
    
-
    /tmp/ipykernel_1976/1388173814.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_1978/1388173814.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   i2 = np.trapz(y, x)
 
    
 
    
@@ -1323,7 +1323,7 @@ 
    Numerical data integration
    4.000408121620243
 
    
 
    
-
    /tmp/ipykernel_1976/1343167527.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_1978/1343167527.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   print(np.trapz(y2, x2))
 
    
 
    
@@ -1363,7 +1363,7 @@ 
    Combining numerical data with quad
    /tmp/ipykernel_1976/1681875887.py:13: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_1978/1681875887.py:13: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   print(np.trapz(yfine, xfine))
 
    
 
    
@@ -1774,7 +1774,7 @@ 
    The trapezoidal method of integration
-
    time elapsed = 0.0010030269622802734 sec
+
    time elapsed = 0.0007152557373046875 sec
 1.9999983517708524
 
    
 
    
@@ -1795,7 +1795,7 @@ 
    The trapezoidal method of integration
-
    time elapsed = 0.00022840499877929688 sec
+
    time elapsed = 0.00022339820861816406 sec
 1.9999934070923728
 
    
 
    
@@ -1814,7 +1814,7 @@ 
    The trapezoidal method of integration
-
    time elapsed = 7.390975952148438e-05 sec
+
    time elapsed = 8.916854858398438e-05 sec
 1.999993407092373
 
    
 
    
@@ -2009,7 +2009,7 @@ 
    Function integration by the Romberg method
    /tmp/ipykernel_1976/1760157840.py:9: DeprecationWarning: `scipy.integrate.romberg` is deprecated as of SciPy 1.12.0and will be removed in SciPy 1.15.0. Please use`scipy.integrate.quad` instead.
+
    /tmp/ipykernel_1978/1760157840.py:9: DeprecationWarning: `scipy.integrate.romberg` is deprecated as of SciPy 1.12.0and will be removed in SciPy 1.15.0. Please use`scipy.integrate.quad` instead.
   print(romberg(np.sin, a, b))
 
    
 
    
@@ -2038,9 +2038,7 @@ 
    Solve the quadratic equation
 
    [(-b - sqrt(-4*a*c + b**2))/(2*a), (-b + sqrt(-4*a*c + b**2))/(2*a)]
-
    
-
    
-
    ⎡        _____________          _____________⎤
+⎡        _____________          _____________⎤
 ⎢       ╱           2          ╱           2 ⎥
 ⎢-b - ╲╱  -4⋅a⋅c + b    -b + ╲╱  -4⋅a⋅c + b  ⎥
 ⎢─────────────────────, ─────────────────────⎥
diff --git a/blog/nonlinear-algebra.html b/blog/nonlinear-algebra.html
index 9430521..8bb7d3e 100644
--- a/blog/nonlinear-algebra.html
+++ b/blog/nonlinear-algebra.html
@@ -765,10 +765,10 @@ 
    Method of continuity for nonlinear equation solving
 
    
 
    
-
    /tmp/ipykernel_2004/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
+
    /tmp/ipykernel_2009/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
   improvement from the last ten iterations.
   y1, = fsolve(tmp, x0)
-/tmp/ipykernel_2004/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
+/tmp/ipykernel_2009/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
   improvement from the last five Jacobian evaluations.
   y1, = fsolve(tmp, x0)
 
    
diff --git a/blog/plotting.html b/blog/plotting.html
index e7e8391..77a081b 100644
--- a/blog/plotting.html
+++ b/blog/plotting.html
@@ -1173,7 +1173,7 @@ 
    Peak annotation in matplotlib
-
    /tmp/ipykernel_2059/256016704.py:19: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2062/256016704.py:19: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   area = np.trapz(i[ind], w[ind])
 
    
 
    
diff --git a/blog/programming.html b/blog/programming.html
index dd962d9..dce9025 100644
--- a/blog/programming.html
+++ b/blog/programming.html
@@ -1168,11 +1168,11 @@ 
    About your python
-
    uname_result(system='Linux', node='fv-az1109-780', release='6.5.0-1023-azure', version='#24~22.04.1-Ubuntu SMP Wed Jun 12 19:55:26 UTC 2024', machine='x86_64')
+
    uname_result(system='Linux', node='fv-az714-90', release='6.5.0-1023-azure', version='#24~22.04.1-Ubuntu SMP Wed Jun 12 19:55:26 UTC 2024', machine='x86_64')
 Linux
 ('64bit', 'ELF')
 x86_64
-fv-az1109-780
+fv-az714-90
 Linux-6.5.0-1023-azure-x86_64-with-glibc2.35
 x86_64
 ('main', 'Jun 25 2024 18:25:01')
diff --git a/blog/statistics.html b/blog/statistics.html
index 9577662..6f687f6 100644
--- a/blog/statistics.html
+++ b/blog/statistics.html
@@ -1124,9 +1124,9 @@ 
    Addition and subtraction
-../_images/5bde168daa4140145b77ff8f26f9188ec2595dca480eb7d4605a76365d0af5cc.png
-
    0.5061913303232849
-0.4953129860305366
+../_images/a24a040e044851f99acdea7ddb6bb1c9f2be7da04767f92c4de43d250379daf4.png
+
    0.5027449351425746
+0.5077536004144549
 0.5
 
    
 
    
@@ -1150,7 +1150,7 @@ 
    Multiplication
-
    11.940087050183678
+
    12.010528751359518
 11.872657663724665
 
    
 
    
@@ -1169,7 +1169,7 @@ 
    Division
 
    
 
    
 
    
-
    0.29602035868747906
+
    0.29353463633494103
 0.2898598062432779
 
    
 
    
@@ -1194,7 +1194,7 @@ 
    exponents
-
    1.7029730713441298
+
    1.7195996554371908
 1.7236544062149992
 
    
 
    
@@ -1208,7 +1208,7 @@ 
    exponents
-
    0.007445647369221156
+
    0.00741915993491057
 0.007483647387490024
 
    
 
    
@@ -1236,7 +1236,7 @@ 
    the chain rule in error propagation
-
    3.6348443621705666
+
    3.634080157335256
 3.6180105030251086
 
    
 
    
@@ -1494,7 +1494,7 @@ 
    Another approach to error propagation
-
    Ca(exit) = 0.005010409261084926+/-0.00016694459925285874
+
    Ca(exit) = 0.00500803638722034+/-0.00016843874518759807
 
    
 
    
 
    
@@ -1526,7 +1526,7 @@ 
    Random thoughts
-
    n = 0.39944543050232983
+
    n = 0.21427362538236827
 you lose.
 
    
 
    
@@ -1551,10 +1551,10 @@ 
    Random thoughts
-
    You won 5057 times (50.570000%)
+
    You won 5223 times (52.230000%)
 
    
 
    
-../_images/3d2002be363e512ec01a2e1925e6494a9ba5d7f76271b5cad4a77b1b108e14c2.png
+../_images/5ce45208e6981935eb69c8884f1d0d389431b3bcf2df9f58e0ea832c6d13d33b.png
 
    
 
    
 
    As you can see you win slightly more than you lost.
    
@@ -1570,10 +1570,10 @@ 
    Random thoughts
-
    87
-[67 53 86]
-[[13 20]
- [47 60]]
+
    60
+[58 10 26]
+[[54 60]
+ [82  5]]
 
    
 
    
 
    
@@ -1591,8 +1591,8 @@ 
    Random thoughts
-
    1.111332262894601
-[0.88495284 0.82255345]
+
    1.305379923447258
+[1.82780627 0.54151346]
 
    
 
    
 
    
@@ -1615,7 +1615,7 @@ 
    Random thoughts
-../_images/6e7cc860b8bea612ed4708a43614344199b5ad9ebb30a3ed3c345703a501e291.png
+../_images/51c8ddb82d9aed909a2b5aaaf3f61235955e05a8b12c02505aad49ad69372d5d.png
 
    
 
    
 
    What fraction of points lie between plus and minus one standard deviation of the mean?
    
@@ -1638,8 +1638,8 @@ 
    Random thoughts
-
    68.480000% of samples are within +- 1 standard deviations of the mean
-95.560000% of samples are within +- 2 standard deviations of the mean
+
    68.500000% of samples are within +- 1 standard deviations of the mean
+95.820000% of samples are within +- 2 standard deviations of the mean
 
    
 
    
 
    
diff --git a/blog/worked-examples.html b/blog/worked-examples.html
index b07c6eb..dc81314 100644
--- a/blog/worked-examples.html
+++ b/blog/worked-examples.html
@@ -1432,7 +1432,7 @@ 
    Linear equality constraints for atomic mass conservation
    /tmp/ipykernel_2151/1892264215.py:6: RuntimeWarning: invalid value encountered in log
+
    /tmp/ipykernel_2154/1892264215.py:6: RuntimeWarning: invalid value encountered in log
   G = np.sum(nj * (Gjo / R / T + np.log(nj / Enj)))
 
    
 
    
@@ -1548,9 +1548,9 @@ 
    The Gibbs free energy of a reacting mixture and the equilibrium composition<
 
    
 
    
 
    
-
    /tmp/ipykernel_2151/2870202885.py:20: RuntimeWarning: divide by zero encountered in log
+
    /tmp/ipykernel_2154/2870202885.py:20: RuntimeWarning: divide by zero encountered in log
   diffg += R * T * x1 * np.log(x2 * P / P0)
-/tmp/ipykernel_2151/2870202885.py:20: RuntimeWarning: invalid value encountered in multiply
+/tmp/ipykernel_2154/2870202885.py:20: RuntimeWarning: invalid value encountered in multiply
   diffg += R * T * x1 * np.log(x2 * P / P0)
 
    
 
    
@@ -1576,9 +1576,9 @@ 
    The Gibbs free energy of a reacting mixture and the equilibrium composition<
 
    0.46959618248998036
 
    
 
    
-
    /tmp/ipykernel_2151/2870202885.py:20: RuntimeWarning: divide by zero encountered in log
+
    /tmp/ipykernel_2154/2870202885.py:20: RuntimeWarning: divide by zero encountered in log
   diffg += R * T * x1 * np.log(x2 * P / P0)
-/tmp/ipykernel_2151/2870202885.py:20: RuntimeWarning: invalid value encountered in multiply
+/tmp/ipykernel_2154/2870202885.py:20: RuntimeWarning: invalid value encountered in multiply
   diffg += R * T * x1 * np.log(x2 * P / P0)
 
    
 
    
@@ -2019,9 +2019,9 @@ 
    Constrained minimization to find equilibrium compositions
    /tmp/ipykernel_2151/1928982228.py:17: RuntimeWarning: invalid value encountered in log
+
    /tmp/ipykernel_2154/1928982228.py:17: RuntimeWarning: invalid value encountered in log
   d * np.log(P) + yI * d * np.log(yI) +
-/tmp/ipykernel_2151/1928982228.py:18: RuntimeWarning: invalid value encountered in log
+/tmp/ipykernel_2154/1928982228.py:18: RuntimeWarning: invalid value encountered in log
   yB * d * np.log(yB) + yP1 * d * np.log(yP1) + yP2 * d * np.log(yP2))
 
    
 
    
@@ -2373,9 +2373,9 @@ 
    Numerically calculating an effectiveness factor for a porous catalyst bead
    
 
    
-
    /tmp/ipykernel_2151/4291268947.py:40: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2154/4291268947.py:40: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   eta_numerical = (np.trapz(k * Ca * 4 * np.pi * (r**2), r)
-/tmp/ipykernel_2151/4291268947.py:41: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+/tmp/ipykernel_2154/4291268947.py:41: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   / np.trapz(k * CAs * 4 * np.pi * (r**2), r))
 
    
 
    
@@ -3698,9 +3698,9 @@ 
    What region is a point in
-
    /tmp/ipykernel_2151/339476128.py:64: RuntimeWarning: invalid value encountered in scalar divide
+
    /tmp/ipykernel_2154/339476128.py:64: RuntimeWarning: invalid value encountered in scalar divide
   m1 = y1 / x1
-/tmp/ipykernel_2151/339476128.py:64: RuntimeWarning: divide by zero encountered in scalar divide
+/tmp/ipykernel_2154/339476128.py:64: RuntimeWarning: divide by zero encountered in scalar divide
   m1 = y1 / x1
 
    
 
    
diff --git a/book/00-intro.html b/book/00-intro.html
index 508cc58..751515f 100644
--- a/book/00-intro.html
+++ b/book/00-intro.html
@@ -816,7 +816,7 @@ 
    scipy#<
           906177281,  1325485569,  1443712780,  1963025921, -2063369727,
             6098177,   553716061,   856765187,   588325653,    53813521,
            16973318,  -704760322,  1593690581,  -470014715,   872205571,
-           27328168,       50016,    92013158,         678,         683],
+           27328168,       50016,   654364711,  -802750256,    13641472],
        dtype=int32),
  'alist': array([0.00000000e+00, 2.25000000e+00, 7.67216743e-04, 2.10783652e-03,
         4.30872995e-03, 7.48622952e-03, 1.17307690e-02, 1.71108947e-02,
@@ -844,19 +844,19 @@ 
    scipy#<
         2.01589600e-312, 2.33419537e-312, 2.22809558e-312, 2.14321575e-312,
         2.41907520e-312, 2.33419537e-312, 9.97338022e-313, 2.35541533e-312,
         2.27053550e-312, 5.37710476e+228]),
- 'rlist': array([2.05718868e-001, 9.12099070e-001, 6.94724204e-310, 6.94724155e-310,
-        6.94724136e-310, 6.94724204e-310, 6.94724155e-310, 6.94724136e-310,
-        6.94724204e-310, 6.94724155e-310, 6.94724136e-310, 6.94724204e-310,
-        6.94724155e-310, 6.94724136e-310, 6.94724204e-310, 6.94724155e-310,
-        6.94724136e-310, 6.94724204e-310, 6.94724155e-310, 6.94724136e-310,
-        6.94724204e-310, 6.94724155e-310, 6.94724136e-310, 6.94724204e-310,
-        6.94724155e-310, 6.94724136e-310, 6.94724204e-310, 6.94724155e-310,
-        6.94724136e-310, 6.94724204e-310, 6.94724155e-310, 6.94724136e-310,
-        6.94724204e-310, 6.94724155e-310, 6.94724136e-310, 6.94724204e-310,
-        6.94724155e-310, 6.94724136e-310, 6.94724204e-310, 6.94724155e-310,
-        6.94724136e-310, 6.94724204e-310, 6.94724155e-310, 6.94724136e-310,
-        6.94724204e-310, 6.94724155e-310, 6.94724136e-310, 6.94724204e-310,
-        6.94724155e-310, 6.94724136e-310]),
+ 'rlist': array([2.05718868e-001, 9.12099070e-001, 6.93253789e-310, 6.93253760e-310,
+        6.93253742e-310, 6.93253789e-310, 6.93253760e-310, 6.93253742e-310,
+        6.93253789e-310, 6.93253760e-310, 6.93253742e-310, 6.93253789e-310,
+        6.93253760e-310, 6.93253742e-310, 6.93253789e-310, 6.93253760e-310,
+        6.93253742e-310, 6.93253789e-310, 6.93253760e-310, 6.93253742e-310,
+        6.93253789e-310, 6.93253760e-310, 6.93253742e-310, 6.93253789e-310,
+        6.93253760e-310, 6.93253742e-310, 6.93253789e-310, 6.93253760e-310,
+        6.93253742e-310, 6.93253789e-310, 6.93253760e-310, 6.93253742e-310,
+        6.93253789e-310, 6.93253760e-310, 6.93253742e-310, 6.93253789e-310,
+        6.93253760e-310, 6.93253742e-310, 6.93253789e-310, 6.93253760e-310,
+        6.93253742e-310, 6.93253789e-310, 6.93253760e-310, 6.93253742e-310,
+        6.93253789e-310, 6.93253760e-310, 6.93253742e-310, 6.93253789e-310,
+        6.93253760e-310, 6.93253742e-310]),
  'elist': array([7.86630709e-09, 1.01263339e-14, 0.00000000e+00, 0.00000000e+00,
         0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00,
         0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00,
@@ -882,7 +882,7 @@ 
    scipy#<
 
    
 
    
 
    
-
    /tmp/ipykernel_2182/843280888.py:2: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2185/843280888.py:2: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   (np.trapz(integrand(x1), x1) - I) / I
 
    
 
    
diff --git a/book/02-integration-1.html b/book/02-integration-1.html
index 728e3a5..84c6ac4 100644
--- a/book/02-integration-1.html
+++ b/book/02-integration-1.html
@@ -727,7 +727,7 @@ 
    numpy.trapz
-
    /tmp/ipykernel_2229/3604360318.py:4: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2235/3604360318.py:4: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   np.trapz(y, x)
 
    
 
    
@@ -953,7 +953,7 @@ 
    Estimating the volume of a plug flow reactor
    /tmp/ipykernel_2229/4086341036.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2235/4086341036.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   vol = np.trapz(y[0:i+1], X[0:i+1])
 
    
 
    
@@ -990,7 +990,7 @@ 
    Estimating the volume of a plug flow reactor
    /tmp/ipykernel_2229/427682055.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2235/427682055.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   vol = np.trapz(y[0:i+1], X[0:i+1])
 
    
 
    
@@ -1162,7 +1162,7 @@ 
    Numerical quadrature - or integration of functions
 
    
 
    
-
    /tmp/ipykernel_2229/36719416.py:4: IntegrationWarning: The maximum number of subdivisions (50) has been achieved.
+
    /tmp/ipykernel_2235/36719416.py:4: IntegrationWarning: The maximum number of subdivisions (50) has been achieved.
   If increasing the limit yields no improvement it is advised to analyze 
   the integrand in order to determine the difficulties.  If the position of a 
   local difficulty can be determined (singularity, discontinuity) one will 
diff --git a/book/03-fode-1.html b/book/03-fode-1.html
index 5d237de..6f87bab 100644
--- a/book/03-fode-1.html
+++ b/book/03-fode-1.html
@@ -631,7 +631,7 @@ 
    Homogeneous, first-order linear differential equations
 
    (array([0., 0., 0., 0.]),
  array([1., 1., 1., 1.]),
- array([4.66942207e-310, 0.00000000e+000, 4.66871187e-310, 4.66871188e-310]))
+ array([4.64984090e-310, 0.00000000e+000, 4.65094779e-310, 4.65094778e-310]))
 
    
 
    
 
    
@@ -775,7 +775,7 @@ 
    Homogeneous, first-order linear differential equations
 
    
 
    
-
    <matplotlib.legend.Legend at 0x7f8db3355710>
+
    <matplotlib.legend.Legend at 0x7fb91aeae610>
 
    
 
    
 ../_images/0d992e05e05f92dc53b78d747da1fa725f1cb6fc66247847be3c6e338ba12bc2.png
@@ -1114,7 +1114,7 @@ 
    scipy.integrate.solve_ivp
-
    <matplotlib.legend.Legend at 0x7f8db10ba0d0>
+
    <matplotlib.legend.Legend at 0x7fb918c0e0d0>
 
    
 
    
 ../_images/0f3cb0f20de8a66563583063f2afeb51738e8b0db5b5ace82e7cb68a5289387e.png
diff --git a/book/07-nla-1.html b/book/07-nla-1.html
index 8488a6e..b9fbbc5 100644
--- a/book/07-nla-1.html
+++ b/book/07-nla-1.html
@@ -854,7 +854,7 @@ 
    Derivatives of functions
-
    /tmp/ipykernel_2342/1845505028.py:6: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+
    /tmp/ipykernel_2343/1845505028.py:6: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   derivative(f, x0, dx=1e-6), 3 * x0**2  # the numerical and analytical derivative
 
    
 
    
@@ -899,9 +899,9 @@ 
    Derivatives of functions
-
    /tmp/ipykernel_2342/1563071673.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+
    /tmp/ipykernel_2343/1563071673.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   d0 = derivative(func, x0, dx=dx)
-/tmp/ipykernel_2342/1563071673.py:10: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+/tmp/ipykernel_2343/1563071673.py:10: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   dnew = derivative(func, x0, dx=dx)
 
    
 
    
@@ -937,9 +937,9 @@ 
    Derivatives of functions
-
    /tmp/ipykernel_2342/1563071673.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+
    /tmp/ipykernel_2343/1563071673.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   d0 = derivative(func, x0, dx=dx)
-/tmp/ipykernel_2342/1563071673.py:10: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+/tmp/ipykernel_2343/1563071673.py:10: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   dnew = derivative(func, x0, dx=dx)
 
    
 
    
@@ -982,7 +982,7 @@ 
    fsolve#
    
 
    
-
    /tmp/ipykernel_2342/1619064557.py:9: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
+
    /tmp/ipykernel_2343/1619064557.py:9: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
   print(f'{float(ans):1.2f}')
 
    
 
    
@@ -1212,7 +1212,7 @@ 
    Parameterized objective functions
-
    /tmp/ipykernel_2342/2335501430.py:17: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
+
    /tmp/ipykernel_2343/2335501430.py:17: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
   fa_exit[i] = ans
 
    
 
    
diff --git a/book/08-nla-2.html b/book/08-nla-2.html
index 451493d..5fd1ed9 100644
--- a/book/08-nla-2.html
+++ b/book/08-nla-2.html
@@ -721,7 +721,7 @@ 
    Cubic equations of state
-
    /tmp/ipykernel_2367/406724879.py:1: ComplexWarning: Casting complex values to real discards the imaginary part
+
    /tmp/ipykernel_2368/406724879.py:1: ComplexWarning: Casting complex values to real discards the imaginary part
   float(R[0])
 
    
 
    
@@ -799,7 +799,7 @@ 
    Other useful things to remember about polynomials
 
    
 
    
-
    /tmp/ipykernel_2367/174692805.py:3: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2368/174692805.py:3: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   np.trapz(Y, X)
 
    
 
    
@@ -836,7 +836,7 @@ 
    Other useful things to remember about polynomials
 
    
 
    
-
    129 μs ± 411 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)
+
    130 μs ± 394 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)
 
    
 
    
 
    
@@ -853,7 +853,7 @@ 
    Other useful things to remember about polynomials
 
    
 
    
-
    6.23 μs ± 34 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)
+
    6.4 μs ± 17.4 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)
 
    
 
    
 
    
@@ -885,7 +885,7 @@ 
    Other useful things to remember about polynomials
 
    
 
    
-
    <function integrand at 0x7ff7a4623240>
+
    <function integrand at 0x7fd8a21c7380>
 
    
 
    
 
    
@@ -1077,7 +1077,16 @@ 
    Systems of nonlinear equations
-../_images/5c57ac8f62734b1116b8d31686c0f6e680d7c2b693891896ae301033cd8f24d0.png
+
    Failed at guess [-5.135320274707622, 5.801155693222169].
+The iteration is not making good progress, as measured by the 
+  improvement from the last ten iterations.
+
    
+
    
+
    /tmp/ipykernel_2368/476845304.py:3: RuntimeWarning: overflow encountered in exp
+  z1 = np.exp(-np.exp(-(x1 + x2))) - x2 * (1 + x1**2)
+
    
+
    
+../_images/d0777370d96b8edc4106ed151674595c9f066e0d6caffdf36a4fb36fe4b5703d.png
 
    
 
    
 
    
@@ -1095,12 +1104,7 @@ 
    Systems of nonlinear equations
-
    Failed at guess [-9.394454424418573, -0.7907650725827731].
-The iteration is not making good progress, as measured by the 
-  improvement from the last five Jacobian evaluations.
-
    
-
    
-
    array([4.50050952e-12, 2.11725820e-11])
+
    array([6.16007917e-12, 1.27985616e-11])
 
    
 
    
 
    
diff --git a/book/09-bvp.html b/book/09-bvp.html
index 9e514be..6e687ff 100644
--- a/book/09-bvp.html
+++ b/book/09-bvp.html
@@ -1076,7 +1076,7 @@ 
    Concentration profile in a particle
    0.008249311811255714
 
    
 
    
-
    /tmp/ipykernel_2398/1627362779.py:2: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+
    /tmp/ipykernel_2400/1627362779.py:2: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   print(np.trapz(c**2, sol.x))
 
    
 
    
diff --git a/book/10-min-max.html b/book/10-min-max.html
index c71ee17..b6be806 100644
--- a/book/10-min-max.html
+++ b/book/10-min-max.html
@@ -664,7 +664,7 @@ 
    Find the derivative, and solve for where it is zero
 
    
 
    
-
    /tmp/ipykernel_2425/2917585576.py:4: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+
    /tmp/ipykernel_2427/2917585576.py:4: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   return derivative(f, x, dx=1e-6)
 
    
 
    
@@ -707,9 +707,9 @@ 
    Newton-Raphson method of minima finding
-
    /tmp/ipykernel_2425/4103338182.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+
    /tmp/ipykernel_2427/4103338182.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   yp = derivative(f, x0, dx=1e-6, n=1)
-/tmp/ipykernel_2425/4103338182.py:8: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+/tmp/ipykernel_2427/4103338182.py:8: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   ypp = derivative(f, x0, dx=1e-6, n=2)
 
    
 
    
diff --git a/book/11-regression.html b/book/11-regression.html
index 5dd013b..03fe040 100644
--- a/book/11-regression.html
+++ b/book/11-regression.html
@@ -818,7 +818,7 @@ 
    Regression of data is a form of function minimization
 
    
 
    
-
    /tmp/ipykernel_2450/3278399195.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
+
    /tmp/ipykernel_2453/3278399195.py:7: DeprecationWarning: scipy.misc.derivative is deprecated in SciPy v1.10.0; and will be completely removed in SciPy v1.12.0. You may consider using findiff: https://github.com/maroba/findiff or numdifftools: https://github.com/pbrod/numdifftools
   dEdV = derivative(proxy, V, args=(pars,), dx=1e-6)
 
    
 
    
diff --git a/book/15-intro-linear-algebra.html b/book/15-intro-linear-algebra.html
index 2f36786..6e1076b 100644
--- a/book/15-intro-linear-algebra.html
+++ b/book/15-intro-linear-algebra.html
@@ -1257,7 +1257,7 @@ 
    The determinant
-
    np.float64(0.8547619360717147)
+
    np.float64(1.5778907215881712)
 
    
 
    
 
    
@@ -1276,9 +1276,9 @@ 
    The inverse
-
    array([[-6.55133034,  0.4286837 ,  2.3328957 ],
-       [-2.35403998, -1.02816124,  2.02920082],
-       [ 6.87169103,  0.8933169 , -2.51336017]])
+
    array([[-0.72495798,  1.58025253, -1.19798741],
+       [ 2.11237373,  0.04425924, -0.73829845],
+       [-2.39660175, -0.35192582,  2.54399958]])
 
    
 
    
 
    
@@ -1292,8 +1292,8 @@ 
    The inverse
-
    [[ 1.  0. -0.]
- [ 0.  1. -0.]
+
    [[ 1. -0. -0.]
+ [-0.  1.  0.]
  [-0.  0.  1.]]
 
    
 
    
@@ -1569,7 +1569,7 @@ 
    Solving linear algebraic equations
-../_images/f8fb685424dcfbf7e93eb76ba9ac4644630abbd238b9b5065c0c340bd2aa1818.png
+../_images/0a5a7824b6e59487603a38ece2ab757c35944a47336c0dedc283e27d3c0e3d84.png
 
    
 
    
 
    As usual, there is a function we can use to solve this.
    
@@ -1604,7 +1604,7 @@ 
    Solving linear algebraic equations
-../_images/2bc2595525828df5de393d9784136a118acb1b872e87fd68c8e5597da63cdc4c.png
+../_images/ccf1ee97b73048624cf881ce29481739fcbdd92c4d00200c8828d0153d18a074.png
 
    
 
    
 
    You can see by inspection that solve must not be using an inverse to solve these equations; if it did, it would take much longer to solve them. It is remarkable that we can solve ~5000 simultaneous equations here in about 1 second!
    
diff --git a/book/17-linear-algebra-2.html b/book/17-linear-algebra-2.html
index 6fd979a..9e11d68 100644
--- a/book/17-linear-algebra-2.html
+++ b/book/17-linear-algebra-2.html
@@ -817,9 +817,9 @@ 
    Eigenvalues
-
    array([[1.85294056, 0.3741679 , 1.16139508],
-       [0.3741679 , 1.40558989, 1.5372893 ],
-       [1.16139508, 1.5372893 , 0.74941638]])
+
    array([[1.006998  , 1.05229805, 0.55603374],
+       [1.05229805, 1.1552348 , 0.69082191],
+       [0.55603374, 0.69082191, 0.86307225]])
 
    
 
    
 
    
@@ -834,7 +834,7 @@ 
    Eigenvalues
-
    array([ 3.44746413, -0.43591453, -0.89261489])
+
    array([2.76334155, 0.69550009, 0.03373253])
 
    
 
    
 
    
@@ -846,8 +846,7 @@ 
    Eigenvalues
-
    array([1.55633319+0.j       , 0.09420867+0.2004125j,
-       0.09420867-0.2004125j])
+
    array([ 1.6583034 , -0.37742974,  0.11946859])
 
    
 
    
 
    
@@ -861,7 +860,7 @@ 
    Eigenvalues
-
    (np.float64(2.1189347076957206), np.float64(2.1189347076957206))
+
    (np.float64(3.492574170384824), np.float64(3.492574170384824))
 
    
 
    
 
    
@@ -875,7 +874,7 @@ 
    Eigenvalues
-
    np.float64(2.1189347076957206)
+
    np.float64(3.4925741703848234)
 
    
 
    
 
    
@@ -889,7 +888,7 @@ 
    Eigenvalues
-
    (np.float64(1.3414213957101666), np.float64(1.3414213957101675))
+
    (np.float64(0.06483069921628332), np.float64(0.06483069921628344))
 
    
 
    
 
    
@@ -903,10 +902,10 @@ 
    Eigenvalues
-
    (array([ 3.44746413, -0.43591453, -0.89261489]),
- array([[ 0.36772665,  0.88027133,  0.29983245],
-        [ 0.53632987,  0.06264024, -0.84168074],
-        [ 0.759689  , -0.47031754,  0.44908132]]))
+
    (array([2.76334155, 0.69550009, 0.03373253]),
+ array([[-0.68909527, -0.67872757,  0.25392243],
+        [-0.5738738 ,  0.29713869, -0.7631366 ],
+        [-0.44251167,  0.67159325,  0.59426083]]))
 
    
 
    
 
    
@@ -920,7 +919,7 @@ 
    Eigenvalues
-
    (np.float64(1.0000000000000002), np.float64(0.9999999999999999))
+
    (np.float64(1.0), np.float64(0.9999999999999998))
 
    
 
    
 
    
@@ -932,8 +931,8 @@ 
    Eigenvalues
-
    (array([1.10018882, 1.16497644, 2.43475858]),
- array([1.26772444, 3.03470383, 1.0336616 ]))
+
    (array([-1.63380064, -1.11501027, -0.70572824]),
+ array([-1.90420559, -1.87555609,  0.7016744 ]))
 
    
 
    
 
    
@@ -946,8 +945,8 @@ 
    Eigenvalues
-
    (array([1.26772444, 1.84897799, 2.61900058]),
- array([1.26772444, 1.84897799, 2.61900058]))
+
    (array([-1.90420559, -1.58580931, -1.22281088]),
+ array([-1.90420559, -1.58580931, -1.22281088]))
 
    
 
    
 
    
@@ -959,9 +958,9 @@ 
    Eigenvalues
-
    [np.float64(0.9999999999999999),
- np.float64(1.0),
- np.float64(0.9999999999999999)]
+
    [np.float64(0.9999999999999998),
+ np.float64(0.9999999999999999),
+ np.float64(1.0)]
 
    
 
    
 
    
@@ -1008,10 +1007,10 @@ 
    Eigenvalues
-
    (array([-0.89261489, -0.43591453,  3.44746413]),
- array([[ 0.29983245,  0.88027133,  0.36772665],
-        [-0.84168074,  0.06264024,  0.53632987],
-        [ 0.44908132, -0.47031754,  0.759689  ]]))
+
    (array([0.03373253, 0.69550009, 2.76334155]),
+ array([[ 0.25392243, -0.67872757, -0.68909527],
+        [-0.7631366 ,  0.29713869, -0.5738738 ],
+        [ 0.59426083,  0.67159325, -0.44251167]]))
 
    
 
    
 
    
diff --git a/book/18-linear-regression.html b/book/18-linear-regression.html
index b1ac889..e950097 100644
--- a/book/18-linear-regression.html
+++ b/book/18-linear-regression.html
@@ -1134,10 +1134,11 @@ 
    LASSO regression
     0.00032      0.09    -0.01    -0.00    -0.16    -0.62     0.80     2.16     0.79    -4.96    -0.51     1.66
+
     0.00032
 
    
 
    
-
        0.01     -0.19    -0.00    -0.00    -0.00     1.02     0.39     0.00    -0.00    -1.75    -2.08     1.85
+
          0.09    -0.01    -0.00    -0.16    -0.62     0.80     2.16     0.79    -4.96    -0.51     1.66
+    0.01     -0.19    -0.00    -0.00    -0.00     1.02     0.39     0.00    -0.00    -1.75    -2.08     1.85
     0.32      0.28     0.29     0.00     0.00    -0.00    -0.00     0.00    -0.00    -1.99    -0.00     0.60
 
    
 
    
diff --git a/book/23-gp.html b/book/23-gp.html
index 8344491..e2e49b3 100644
--- a/book/23-gp.html
+++ b/book/23-gp.html
@@ -780,7 +780,7 @@ 
    GPR by example
-
    array([0.76103205, 0.7707987 ])
+
    array([0.75254678, 0.76265215])
 
    
 
    
 
    
@@ -796,7 +796,7 @@ 
    GPR by example
-../_images/49cdfe902247f10f4518d6b322a2605d8b06c2bc25b347bebf2f763134c4ebc1.png
+../_images/59ce4c09293a22ceba63315cf214d5eb8ac9a5960d84442fd9d43527b36b9511.png
 
    
 
    
 
    That is not bad, but clearly not great. With a \(\lambda=0.15\), only one data point is contributing to the estimate, the other points have only small contributions because they are far from points we are estimating. This is a feature of the assumption we made about the covariance with \(\lambda\). This means we do not have enough data to make a very good estimate. We can see this if we try this with a much more dense data set.
    
@@ -830,7 +830,7 @@ 
    GPR by example
    Known data step size is 0.05
 
    
 
    
-../_images/6e8635e458dfe36a662324bb7e880b7acfd631b8bb0fdbbb2990929873775423.png
+../_images/8ff3303b7014a48a89ae8e72c78b5c9a8d699cd3f552fa0c695020a434320eb7.png
 
    
 
    
 
    Now you can see that we do very well in estimating the values. The length scale here might even be considered too short, since it is evident we are fitting trends in the noise.
    
@@ -861,7 +861,7 @@ 
    GPR by example
    Known data step size is 0.05
 
    
 
    
-../_images/c291cdf1da7c22fd6b0138dbc39780ad522b7667421e2778c67cdec9ae67dbea.png
+../_images/43907df3a9a8182664f72d609a7efd07f68d7bf7b8e083520cf3b8b5ff99b940.png
 
    
 
    
 
    
@@ -925,7 +925,7 @@ 
    Underfitting in GPR
-../_images/3c479c790345ee140b1f543b5c65916baa5c553b1b755c10ad77ab796b8a2c9e.png
+../_images/75a6ab8a4ed285e2af3448660afad01de24e44b98436cb1a4e5f9dd52fdd6e1b.png
 
    
 
    
 
@@ -950,7 +950,7 @@ 
    Overfitting in GPR
-../_images/9e803b6dc9401c783cd9fd590de03f3e943b231f8ad868b11532d644df84072a.png
+../_images/a78cd84b0ff818f4379579778a5879f48b8f4dbb6f9a0e81e6040e7cd376d02c.png
 
    
 
    
 
@@ -991,10 +991,10 @@ 
    Finding the hyperparameters in GPR
-
    array([1.        , 0.07049851])
+
    array([1.        , 0.06844819])
 
    
 
    
-../_images/8f3a7bf246cdc8d2356396ea9d6fb00a2b79ac3bad200af6acc399c384e1e598.png
+../_images/e9f828a48c520b6ad1530038ca1eb46f5d9417435763416c5089a0c72b55dca6.png
 
    
 
    
 
    
@@ -1029,10 +1029,10 @@ 
    Finding the hyperparameters in GPR
-
    array([ 1.        ,  0.2116936 , -0.19268527])
+
    array([1.        , 0.20745842, 0.18441894])
 
    
 
    
-../_images/613bd80e8c4f11be200629f2f6c89be4f1a323ca653c16e005656249e95d212b.png
+../_images/e4d77c7c974e28b724fd431f9d2b39d468161b6422f641172b6e2198c28e237f.png
 
    
 
    
 
    Note that we still see some wiggles in the fit, indicating some minor degree of overfitting with the optimal hyperparameters. That is happening because we fit to all the data, and do not use any to estimate how good our fits are. You can use train/test data splits for GPR for this purpose as well, but it is out of the scope of the lecture today.
    
@@ -1067,7 +1067,7 @@ 
    An example with a linear kernel
-../_images/9b197510ef3a06b6511845f29792f9d9f567a4263f0a4078fc1a8d64c206797c.png
+../_images/6eb79584cd873edf24ed19e2fa2f12a7f2fa76b0e9ed43fd3dc8c02e2e5a683f.png
 
    
 
    
 
    As before, we setup a log likelihood function and maximize it to get estimates for the parameters.
    
@@ -1090,15 +1090,15 @@ 
    An example with a linear kernel
      message: Optimization terminated successfully.
   success: True
    status: 0
-      fun: 7.472045608184835
-        x: [ 2.014e-05  6.449e-01 -1.482e+00]
-      nit: 30
-      jac: [-2.861e-06 -5.007e-06  5.841e-06]
- hess_inv: [[ 3.680e+00  5.002e-03  1.012e-02]
-            [ 5.002e-03  2.671e-02  1.830e-02]
-            [ 1.012e-02  1.830e-02  5.557e-02]]
-     nfev: 152
-     njev: 38
+      fun: 7.544479699294113
+        x: [ 3.536e-05  6.509e-01 -1.475e+00]
+      nit: 28
+      jac: [ 6.199e-06 -5.543e-06  2.384e-07]
+ hess_inv: [[ 5.724e+00 -1.382e-03  3.716e-02]
+            [-1.382e-03  2.573e-02  1.659e-02]
+            [ 3.716e-02  1.659e-02  5.016e-02]]
+     nfev: 136
+     njev: 34
 
    
 
    
 
    
@@ -1126,7 +1126,7 @@ 
    An example with a linear kernel
-../_images/4ad898a2b1fbacb9a6f447f639a3a1799a56ffdd5d56e7b122e996dc7c179c64.png
+../_images/67002f3f14ad30668d7118db29aad5fce45df4958bf1752831ef9fd93d3be1e6.png
 
    
 
    
 
    Note that now, we get linear extrapolation, because we are using a linear kernel. Note also that the hyperparameters do not mean anything in particular to us. They do not include the slope or intercept. We can work those out pretty easily though. The intercept is just a prediction at \(x=0\):
    
@@ -1139,7 +1139,7 @@ 
    An example with a linear kernel
-
    array([2.97278072])
+
    array([2.98669404])
 
    
 
    
 
    
@@ -1152,7 +1152,7 @@ 
    An example with a linear kernel
-
    np.float64(2.006417515086492)
+
    np.float64(2.025397067456556)
 
    
 
    
 
    
@@ -1186,7 +1186,7 @@ 
    Uncertainty quantification in GPR
-../_images/8ed9980079cb50623ea3082acbede22136d0d19e4e8b22419714ab03057078fc.png
+../_images/956626e914daa94f300d17853c5f31e80954198938209c41eb34e37eadbcbab4.png
 
    
 
    
 
@@ -1204,7 +1204,7 @@ 
    Combining kernels
-../_images/9451033f12106bf9544e28e31ebd872f5048b24ddc2dabe62035f568790fa329.png
+../_images/d8f2ccf42bf0443c4ff2c1096b4870540cc1b34fec57e117abbb6671ed6b7ada.png
 
    
 
    
 
    This looks like a sin wave superimposed on a line. A periodic kernel is defined as
    
@@ -1229,19 +1229,19 @@ 
    Combining kernels
      message: Optimization terminated successfully.
   success: True
    status: 0
-      fun: 35.88700819020977
-        x: [ 9.583e-01  5.792e-06  1.025e+00  1.116e+00  1.010e+00
-             9.022e-03]
-      nit: 21
-      jac: [ 2.384e-06  3.338e-06 -4.768e-07  2.384e-06 -4.768e-07
-             0.000e+00]
- hess_inv: [[ 1.838e-02  1.101e-02 ... -1.100e-01 -6.600e-01]
-            [ 1.101e-02  1.548e+00 ... -1.783e+00 -1.068e+01]
+      fun: 31.224725016852602
+        x: [-7.077e-06  4.036e-01 -1.749e+00  9.371e-01  1.001e+00
+            -7.184e-04]
+      nit: 45
+      jac: [-3.338e-06  4.530e-06 -6.199e-06  4.768e-06 -1.192e-06
+            -1.907e-06]
+ hess_inv: [[ 3.925e-01 -3.212e-02 ... -1.896e-02 -8.049e-02]
+            [-3.212e-02  1.007e-02 ... -6.391e-03 -2.719e-02]
             ...
-            [-1.100e-01 -1.783e+00 ...  7.778e+00  4.663e+01]
-            [-6.600e-01 -1.068e+01 ...  4.663e+01  2.795e+02]]
-     nfev: 182
-     njev: 26
+            [-1.896e-02 -6.391e-03 ...  1.412e-01  5.995e-01]
+            [-8.049e-02 -2.719e-02 ...  5.995e-01  2.546e+00]]
+     nfev: 406
+     njev: 58
 
    
 
    
 
    
@@ -1268,7 +1268,7 @@ 
    Combining kernels
-../_images/3ca5ed7d495a283a2851fad06fa287db5f2d41d2f8d69e139b58c8549b8ee2d2.png
+../_images/31f2fb275604f65e95eea270cb5e204ee968db9bec3c7719b526073a10c33126.png
 
    
 
    
 
    Note that we get oscillatory + linear extrapolation behavior!
    
diff --git a/docs/about.html b/docs/about.html
index ec842f4..cc9df57 100644
--- a/docs/about.html
+++ b/docs/about.html
@@ -582,11 +582,11 @@ 
    About pycse
-
    uname_result(system='Linux', node='fv-az1109-780', release='6.5.0-1023-azure', version='#24~22.04.1-Ubuntu SMP Wed Jun 12 19:55:26 UTC 2024', machine='x86_64')
+
    uname_result(system='Linux', node='fv-az714-90', release='6.5.0-1023-azure', version='#24~22.04.1-Ubuntu SMP Wed Jun 12 19:55:26 UTC 2024', machine='x86_64')
 Linux
 ('64bit', 'ELF')
 x86_64
-fv-az1109-780
+fv-az714-90
 Linux-6.5.0-1023-azure-x86_64-with-glibc2.35
 x86_64
 ('main', 'Jun 25 2024 18:25:01')
diff --git a/docs/beginner.html b/docs/beginner.html
index e23463f..1366c0b 100644
--- a/docs/beginner.html
+++ b/docs/beginner.html
@@ -870,7 +870,7 @@ 
    A better fsolve
-
    /tmp/ipykernel_2772/1685161423.py:2: RuntimeWarning: The iteration is not making good progress, as measured by the 
+
    /tmp/ipykernel_2778/1685161423.py:2: RuntimeWarning: The iteration is not making good progress, as measured by the 
   improvement from the last ten iterations.
   fsolve(f, 2.5)
 
    
diff --git a/docs/execution-statistics.html b/docs/execution-statistics.html
index e61d84c..8db216e 100644
--- a/docs/execution-statistics.html
+++ b/docs/execution-statistics.html
@@ -513,225 +513,225 @@ 
    Build statistics
    blog/basic-python
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    3.09
    
+
    2.84
    
 
    ✅
    
 
 
    blog/data-analysis
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    3.76
    
+
    3.87
    
 
    ✅
    
 
 
    blog/differential-equations
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    10.44
    
+
    11.07
    
 
    ✅
    
 
 
    blog/interpolation
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    2.17
    
+
    2.07
    
 
    ✅
    
 
 
    blog/linear-algebra
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    1.74
    
+
    1.75
    
 
    ✅
    
 
 
    blog/math
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    4.52
    
+
    4.76
    
 
    ✅
    
 
 
    blog/nonlinear-algebra
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    2.98
    
+
    3.34
    
 
    ✅
    
 
 
    blog/optimization
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    2.11
    
+
    2.2
    
 
    ✅
    
 
 
    blog/plotting
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    3.17
    
+
    3.24
    
 
    ✅
    
 
 
    blog/programming
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:55
    
 
    force
    
-
    1.44
    
+
    1.61
    
 
    ✅
    
 
 
    blog/statistics
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:56
    
 
    force
    
-
    4.01
    
+
    4.27
    
 
    ✅
    
 
 
    blog/units
    
-
    2024-07-10 14:57
    
+
    2024-07-17 23:56
    
 
    force
    
-
    1.09
    
+
    1.31
    
 
    ✅
    
 
 
    blog/worked-examples
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    11.08
    
+
    11.94
    
 
    ✅
    
 
 
    book/00-intro
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
 
    1.79
    
 
    ✅
    
 
 
    book/01-jupyter
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    1.96
    
+
    2.05
    
 
    ✅
    
 
 
    book/02-integration-1
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    2.67
    
+
    2.74
    
 
    ✅
    
 
 
    book/03-fode-1
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    2.24
    
+
    2.53
    
 
    ✅
    
 
 
    book/04-fode-2
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    5.55
    
+
    5.56
    
 
    ✅
    
 
 
    book/05-nth-odes
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    4.53
    
+
    4.72
    
 
    ✅
    
 
 
    book/07-nla-1
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    2.4
    
+
    2.42
    
 
    ✅
    
 
 
    book/08-nla-2
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:56
    
 
    force
    
-
    17.97
    
+
    18.6
    
 
    ✅
    
 
 
    book/09-bvp
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:57
    
 
    force
    
-
    2.67
    
+
    3.01
    
 
    ✅
    
 
 
    book/10-min-max
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:57
    
 
    force
    
-
    2.15
    
+
    2.51
    
 
    ✅
    
 
 
    book/11-regression
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:57
    
 
    force
    
-
    2.89
    
+
    3.27
    
 
    ✅
    
 
 
    book/12-nonlinear-regression-2
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:57
    
 
    force
    
-
    2.26
    
+
    2.68
    
 
    ✅
    
 
 
    book/13-constrained-optimization
    
-
    2024-07-10 14:58
    
+
    2024-07-17 23:57
    
 
    force
    
-
    2.18
    
+
    2.51
    
 
    ✅
    
 
 
    book/15-intro-linear-algebra
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:58
    
 
    force
    
-
    101.76
    
+
    101.91
    
 
    ✅
    
 
 
    book/16-linear-algebra
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:58
    
 
    force
    
-
    2.19
    
+
    2.3
    
 
    ✅
    
 
 
    book/17-linear-algebra-2
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:58
    
 
    force
    
-
    2.24
    
+
    2.45
    
 
    ✅
    
 
 
    book/18-linear-regression
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:59
    
 
    force
    
-
    3.7
    
+
    3.77
    
 
    ✅
    
 
 
    book/20-autograd-applications
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:59
    
 
    force
    
-
    3.06
    
+
    3.08
    
 
    ✅
    
 
 
    book/21-machine-learning
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:59
    
 
    force
    
-
    2.02
    
+
    2.37
    
 
    ✅
    
 
 
    book/22-ml-2
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:59
    
 
    force
    
-
    2.48
    
+
    2.58
    
 
    ✅
    
 
 
    book/23-gp
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:59
    
 
    force
    
-
    2.76
    
+
    2.99
    
 
    ✅
    
 
 
    docs/about
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:59
    
 
    force
    
-
    2.2
    
+
    2.41
    
 
    ✅
    
 
 
    docs/beginner
    
-
    2024-07-10 15:00
    
+
    2024-07-17 23:59
    
 
    force
    
-
    1.93
    
+
    2.16
    
 
    ✅
    
 
 
    docs/utils
    
-
    2024-07-10 15:01
    
+
    2024-07-17 23:59
    
 
    force
    
-
    2.32
    
+
    2.68
    
 
    ✅
    
 
 
diff --git a/docs/pycse.html b/docs/pycse.html
index fa32e73..8024ce4 100644
--- a/docs/pycse.html
+++ b/docs/pycse.html
@@ -761,7 +761,7 @@ 
    Documentation
    
 
    [b, bint, se]
    
 
    b is a vector of the fitted parameters
    
-
    bint is an array of confidence intervals bint[0] is the lower, bint[1] is the upper level.
    
+
    bint is an array of confidence intervals. The ith row is for the ith parameter.
    
 
    se is an array of standard error for each parameter.
    
 
    
 
diff --git a/objects.inv b/objects.inv
index c697dbda19ba19ac62dd2dc14c744f9c09dffb0f..1362c4e6bc326d9cbe289c846d2d83569a148bdf 100644
GIT binary patch
delta 30
lcmdnVd7N{Crf^YyR%&vILSABSszP3Vi9&H|$ws|y767Yh3i1E|

delta 16
XcmX@kxs!8(CTnF$Mt2": [[13, "co2"]], "Calculating a bubble point pressure of a mixture": [[13, "calculating-a-bubble-point-pressure-of-a-mixture"]], "Calling lapack directly from scipy": [[5, "calling-lapack-directly-from-scipy"]], "Choice of activation functions in neural networks": [[33, "choice-of-activation-functions-in-neural-networks"]], "Combining kernels": [[34, "combining-kernels"]], "Combining numerical data with quad": [[6, "combining-numerical-data-with-quad"]], "Compare the equilibrium constants": [[13, "compare-the-equilibrium-constants"]], "Compare to a loop solution": [[10, "compare-to-a-loop-solution"]], "Compressibility variation from an implicit equation of state": [[31, "compressibility-variation-from-an-implicit-equation-of-state"]], "Compute areas": [[13, "compute-areas"]], "Compute gas phase pressures of each species": [[13, "compute-gas-phase-pressures-of-each-species"]], "Compute mole fractions and partial pressures": [[13, "compute-mole-fractions-and-partial-pressures"]], "Compute the t-score for our data": [[11, "compute-the-t-score-for-our-data"]], "Computing a pipe diameter": [[13, "computing-a-pipe-diameter"]], "Computing determinants from matrix decompositions": [[5, "computing-determinants-from-matrix-decompositions"]], "Computing equilibrium constants": [[13, "computing-equilibrium-constants"]], "Computing the pressure from a solid equation of state": [[31, "computing-the-pressure-from-a-solid-equation-of-state"]], "Concentration profile in a particle": [[22, "concentration-profile-in-a-particle"]], "Concluding remarks": [[35, "concluding-remarks"]], "Conclusions": [[10, "conclusions"]], "Confidence interval on an average": [[11, "confidence-interval-on-an-average"]], "Confidence intervals on the parameters": [[30, "confidence-intervals-on-the-parameters"]], "Conservation of mass in chemical reactions": [[13, "conservation-of-mass-in-chemical-reactions"]], "Constrained minimization": [[26, "constrained-minimization"]], "Constrained minimization to find equilibrium compositions": [[13, "constrained-minimization-to-find-equilibrium-compositions"]], "Constrained optimization": [[8, "constrained-optimization"], [26, "constrained-optimization"]], "Constrained optimization with Lagrange multipliers and autograd": [[31, "constrained-optimization-with-lagrange-multipliers-and-autograd"]], "Construct the Lagrange multiplier augmented function": [[8, "construct-the-lagrange-multiplier-augmented-function"]], "Constructing arrays": [[27, "constructing-arrays"]], "Controlling the format of printed variables": [[0, "controlling-the-format-of-printed-variables"]], "Counting roots": [[7, "counting-roots"]], "Coupled nonlinear equations": [[7, "coupled-nonlinear-equations"]], "Creating arrays in python": [[0, "creating-arrays-in-python"]], "Creating your own functions": [[0, "creating-your-own-functions"]], "Cubic equations of state": [[21, "cubic-equations-of-state"]], "Curve fitting to get overlapping peak areas": [[13, "curve-fitting-to-get-overlapping-peak-areas"]], "Customizing plots after the fact": [[9, "customizing-plots-after-the-fact"]], "Data analysis": [[1, "data-analysis"]], "Debugging/getting help": [[15, "debugging-getting-help"]], "Defining functions in python": [[0, "defining-functions-in-python"]], "Delay Differential Equations": [[2, "delay-differential-equations"]], "Derivatives by FFT": [[6, "derivatives-by-fft"]], "Derivatives by fitting a function and taking the analytical derivative": [[6, "derivatives-by-fitting-a-function-and-taking-the-analytical-derivative"]], "Derivatives by polynomial fitting": [[6, "derivatives-by-polynomial-fitting"]], "Derivatives of functions": [[20, "derivatives-of-functions"]], "Determining linear independence of a set of vectors": [[5, "determining-linear-independence-of-a-set-of-vectors"]], "Differential algebraic systems of equations": [[2, "differential-algebraic-systems-of-equations"]], "Differential equations": [[2, "differential-equations"]], "Diffusion": [[16, "diffusion"]], "Discussion": [[3, "discussion"]], "Division": [[11, "division"]], "Docker": [[41, "docker"]], "Documentation": [[40, "documentation"]], "Double-y axis plot": [[9, "double-y-axis-plot"]], "Effects of outliers on regression": [[25, "effects-of-outliers-on-regression"]], "Efficiency": [[13, "efficiency"]], "Eigenvalues": [[29, "eigenvalues"]], "Entropy-temperature chart": [[13, "entropy-temperature-chart"]], "Equality constraints": [[26, "equality-constraints"]], "Equilibrium constant based on mole numbers": [[13, "equilibrium-constant-based-on-mole-numbers"]], "Equilibrium constant calculation": [[13, "equilibrium-constant-calculation"]], "Equilibrium yield of WGS": [[13, "equilibrium-yield-of-wgs"]], "Error tolerance in numerical solutions to ODEs": [[2, "error-tolerance-in-numerical-solutions-to-odes"]], "Estimate the value of f at t=2.": [[3, "estimate-the-value-of-f-at-t-2"]], "Estimating the boiling point of water": [[13, "estimating-the-boiling-point-of-water"]], "Estimating the volume of a plug flow reactor": [[16, "estimating-the-volume-of-a-plug-flow-reactor"]], "Estimating the volume of a solid": [[16, "estimating-the-volume-of-a-solid"]], "Euler\u2019s method": [[17, "euler-s-method"]], "Evaluating line integrals": [[31, "evaluating-line-integrals"]], "Exponential and logarithmic functions": [[0, "exponential-and-logarithmic-functions"]], "Families of solutions to FODEs": [[18, "families-of-solutions-to-fodes"]], "Fancy, built-in colors in Python": [[9, "fancy-built-in-colors-in-python"]], "Find the derivative, and solve for where it is zero": [[23, "find-the-derivative-and-solve-for-where-it-is-zero"]], "Find the minimum distance from a point to a curve.": [[8, "find-the-minimum-distance-from-a-point-to-a-curve"]], "Find the volume of a PFR": [[16, "find-the-volume-of-a-pfr"]], "Finding equilibrium composition by direct minimization of Gibbs free energy on mole numbers": [[13, "finding-equilibrium-composition-by-direct-minimization-of-gibbs-free-energy-on-mole-numbers"]], "Finding equilibrium conversion": [[13, "finding-equilibrium-conversion"]], "Finding independent reactions": [[28, "finding-independent-reactions"]], "Finding maxima": [[23, "finding-maxima"]], "Finding the hyperparameters in GPR": [[34, "finding-the-hyperparameters-in-gpr"]], "Finding the maximum power of a photovoltaic device.": [[8, "finding-the-maximum-power-of-a-photovoltaic-device"]], "Finding the nth root of a periodic function": [[7, "finding-the-nth-root-of-a-periodic-function"]], "Finding the partial derivatives": [[8, "finding-the-partial-derivatives"]], "First guess": [[2, "first-guess"]], "First-order differential equations": [[17, "first-order-differential-equations"]], "Fit a line to numerical data": [[1, "fit-a-line-to-numerical-data"]], "Fitting a numerical ODE solution to data": [[1, "fitting-a-numerical-ode-solution-to-data"]], "Flexible nonlinear models for regression": [[32, "flexible-nonlinear-models-for-regression"]], "Float comparisons": [[42, "float-comparisons"]], "Fourth-order Runge-Kutta method": [[17, "fourth-order-runge-kutta-method"]], "Function extrema": [[23, "function-extrema"]], "Function integration by the Romberg method": [[6, "function-integration-by-the-romberg-method"]], "Functions": [[15, "functions"]], "Functions on arrays of values": [[0, "functions-on-arrays-of-values"]], "Functions that return multiple values": [[15, "functions-that-return-multiple-values"]], "Functions with multiple arguments": [[15, "functions-with-multiple-arguments"]], "GPR Kernels": [[34, "gpr-kernels"]], "GPR by example": [[34, "gpr-by-example"]], "GPR libraries": [[34, "gpr-libraries"]], "Gaussian (radial basis function)": [[33, "gaussian-radial-basis-function"]], "Gaussian Process Regression": [[34, "gaussian-process-regression"]], "Gaussian process regression (GPR)": [[34, "gaussian-process-regression-gpr"]], "Getting a dictionary of counts": [[10, "getting-a-dictionary-of-counts"]], "Getting derivatives from implicit functions with autograd": [[31, "getting-derivatives-from-implicit-functions-with-autograd"]], "Gibbs energy minimization and the NIST webbook": [[13, "gibbs-energy-minimization-and-the-nist-webbook"]], "Graphical methods to help get initial guesses for multivariate nonlinear regression": [[1, "graphical-methods-to-help-get-initial-guesses-for-multivariate-nonlinear-regression"]], "H2O": [[13, "h2o"]], "Handling units with dimensionless equations": [[12, "handling-units-with-dimensionless-equations"]], "Handling units with the quantities module": [[12, "handling-units-with-the-quantities-module"]], "Headings and subheadings": [[15, "headings-and-subheadings"]], "Homogeneous, first-order linear differential equations": [[17, "homogeneous-first-order-linear-differential-equations"]], "Improved interpolation?": [[3, "improved-interpolation"]], "Indexing vectors and arrays in Python": [[0, "indexing-vectors-and-arrays-in-python"]], "Inequality constraints": [[26, "inequality-constraints"]], "Integrating a batch reactor design equation": [[13, "integrating-a-batch-reactor-design-equation"]], "Integrating equations in Python": [[6, "integrating-equations-in-python"]], "Integrating functions in python": [[6, "integrating-functions-in-python"]], "Integrating the batch reactor mole balance": [[13, "integrating-the-batch-reactor-mole-balance"]], "Integration in Python": [[16, "integration-in-python"]], "Interpolate on f(t) then invert the interpolated number": [[3, "interpolate-on-f-t-then-invert-the-interpolated-number"]], "Interpolating between data points": [[29, "interpolating-between-data-points"]], "Interpolation": [[3, "interpolation"], [29, "interpolation"]], "Interpolation libraries": [[29, "interpolation-libraries"]], "Interpolation of data": [[3, "interpolation-of-data"]], "Interpolation schemes": [[34, "interpolation-schemes"]], "Interpolation with splines": [[3, "interpolation-with-splines"]], "Interpretation": [[11, "interpretation"]], "Introduction to Python and Jupyter": [[14, "introduction-to-python-and-jupyter"]], "Introduction to automatic differentiation": [[31, "introduction-to-automatic-differentiation"]], "Introduction to linear algebra": [[27, "introduction-to-linear-algebra"]], "Introduction to machine learning": [[32, "introduction-to-machine-learning"]], "Introduction to nonlinear algebra": [[20, "introduction-to-nonlinear-algebra"]], "Introduction to optimization": [[23, "introduction-to-optimization"]], "Introduction to solve_bvp": [[22, "introduction-to-solve-bvp"]], "Introduction to statistical data analysis": [[11, "introduction-to-statistical-data-analysis"]], "Invert f(t) then interpolate on 1/f": [[3, "invert-f-t-then-interpolate-on-1-f"]], "Is your ice cream float bigger than mine": [[6, "is-your-ice-cream-float-bigger-than-mine"]], "Isentropic compression of liquid to point 2": [[13, "isentropic-compression-of-liquid-to-point-2"]], "Isentropic expansion through turbine to point 4": [[13, "isentropic-expansion-through-turbine-to-point-4"]], "Isobaric heating to T3 in boiler where we make steam": [[13, "isobaric-heating-to-t3-in-boiler-where-we-make-steam"]], "Jupyter notebook introduction": [[14, "jupyter-notebook-introduction"]], "Keyboard shortcuts": [[15, "keyboard-shortcuts"]], "Know your tolerance": [[7, "know-your-tolerance"]], "LASSO regression": [[30, "lasso-regression"]], "Lambda Lambda Lambda": [[0, "lambda-lambda-lambda"]], "Last example": [[5, "last-example"]], "Lather, rinse and repeat": [[10, "lather-rinse-and-repeat"]], "Least Median regression": [[25, "least-median-regression"]], "Let fsolve do the work": [[2, "let-fsolve-do-the-work"]], "Leveraging linear algebra for iteration": [[28, "leveraging-linear-algebra-for-iteration"]], "Limitations of solutions by integration": [[17, "limitations-of-solutions-by-integration"]], "Linear algebra": [[5, "linear-algebra"]], "Linear algebra approaches to solving systems of constant coefficient ODEs": [[2, "linear-algebra-approaches-to-solving-systems-of-constant-coefficient-odes"]], "Linear algebra functions of arrays": [[27, "linear-algebra-functions-of-arrays"]], "Linear equality constraints for atomic mass conservation": [[13, "linear-equality-constraints-for-atomic-mass-conservation"]], "Linear least squares fitting with linear algebra": [[1, "linear-least-squares-fitting-with-linear-algebra"]], "Linear programming example with inequality constraints": [[8, "linear-programming-example-with-inequality-constraints"]], "Linear regression": [[30, "linear-regression"]], "Linear regression with confidence intervals (updated)": [[1, "linear-regression-with-confidence-intervals-updated"]], "Linear regression with confidence intervals.": [[1, "linear-regression-with-confidence-intervals"]], "Machine learning regression - flexible models with parameters": [[34, "machine-learning-regression-flexible-models-with-parameters"]], "Make two plots!": [[9, "make-two-plots"]], "Markdown": [[15, "markdown"]], "Math": [[6, "math"]], "Mathematical, scientific and engineering applications of autograd": [[31, "mathematical-scientific-and-engineering-applications-of-autograd"]], "Matrix algebra": [[27, "matrix-algebra"]], "Matrix algebra approach.": [[5, "matrix-algebra-approach"]], "Meet the steam tables": [[13, "meet-the-steam-tables"]], "Method 1": [[3, "method-1"], [7, "method-1"]], "Method 2": [[7, "method-2"]], "Method 2: switch the interpolation order": [[3, "method-2-switch-the-interpolation-order"]], "Method of continuity for nonlinear equation solving": [[7, "method-of-continuity-for-nonlinear-equation-solving"]], "Method of continuity for solving nonlinear equations - Part II": [[7, "method-of-continuity-for-solving-nonlinear-equations-part-ii"]], "Mimicking ode events in python": [[2, "mimicking-ode-events-in-python"]], "Minimal definition of a function with one input": [[15, "minimal-definition-of-a-function-with-one-input"]], "Minimizing the summed absolute errors": [[25, "minimizing-the-summed-absolute-errors"]], "Model selection": [[11, "model-selection"]], "Modeling a transient plug flow reactor": [[2, "modeling-a-transient-plug-flow-reactor"]], "Modern machine learning with neural networks": [[32, "modern-machine-learning-with-neural-networks"]], "More about using Jupyter notebooks": [[15, "more-about-using-jupyter-notebooks"]], "More user-friendly functions": [[38, "more-user-friendly-functions"]], "Multidimensional arrays": [[27, "multidimensional-arrays"]], "Multiple minima": [[23, "multiple-minima"]], "Multiplication": [[11, "multiplication"]], "Multiplication and division": [[27, "multiplication-and-division"]], "Nth order differential equations": [[19, "nth-order-differential-equations"]], "Near deficient rank": [[5, "near-deficient-rank"]], "Nested lists": [[10, "nested-lists"]], "Newton-Raphson method for finding solutions": [[20, "newton-raphson-method-for-finding-solutions"]], "Newton-Raphson method of minima finding": [[23, "newton-raphson-method-of-minima-finding"]], "Non-homogeneous linear first-order ODEs": [[17, "non-homogeneous-linear-first-order-odes"]], "Non-standard state \\Delta H and \\Delta G": [[13, "non-standard-state-delta-h-and-delta-g"]], "Nonlinear algebra": [[7, "nonlinear-algebra"], [20, "nonlinear-algebra"]], "Nonlinear curve fitting": [[1, "nonlinear-curve-fitting"]], "Nonlinear curve fitting by direct least squares minimization": [[1, "nonlinear-curve-fitting-by-direct-least-squares-minimization"]], "Nonlinear curve fitting with confidence intervals": [[1, "nonlinear-curve-fitting-with-confidence-intervals"]], "Nonlinear curve fitting with parameter confidence intervals": [[1, "nonlinear-curve-fitting-with-parameter-confidence-intervals"]], "Nonlinear regression": [[24, "nonlinear-regression"]], "Notable differences from Matlab": [[13, "notable-differences-from-matlab"]], "Now we solve for the zeros in the partial derivatives": [[8, "now-we-solve-for-the-zeros-in-the-partial-derivatives"]], "Numeric derivatives by differences": [[6, "numeric-derivatives-by-differences"]], "Numerical Simpsons rule": [[6, "numerical-simpsons-rule"]], "Numerical data integration": [[6, "numerical-data-integration"]], "Numerical integration of data": [[16, "numerical-integration-of-data"]], "Numerical propagation of errors": [[11, "numerical-propagation-of-errors"]], "Numerical quadrature - or integration of functions": [[16, "numerical-quadrature-or-integration-of-functions"]], "Numerical solution to a simple ode": [[2, "numerical-solution-to-a-simple-ode"]], "Numerical solutions to differential equations": [[17, "numerical-solutions-to-differential-equations"]], "Numerically calculating an effectiveness factor for a porous catalyst bead": [[13, "numerically-calculating-an-effectiveness-factor-for-a-porous-catalyst-bead"]], "ODEs with discontinuous forcing functions": [[2, "odes-with-discontinuous-forcing-functions"]], "Old-fashioned way with a loop": [[5, "old-fashioned-way-with-a-loop"]], "On the quad or trapz\u2019d in ChemE heaven": [[6, "on-the-quad-or-trapz-d-in-cheme-heaven"]], "Optimization": [[8, "optimization"]], "Ordinary differential equations": [[2, "ordinary-differential-equations"]], "Other pieces of a list": [[38, "other-pieces-of-a-list"]], "Other useful things to remember about polynomials": [[21, "other-useful-things-to-remember-about-polynomials"]], "Overfitting in GPR": [[34, "overfitting-in-gpr"]], "PYCSE": [[40, "module-pycse.PYCSE"]], "Parameter confidence intervals": [[24, "parameter-confidence-intervals"]], "Parameter estimation by directly minimizing summed squared errors": [[1, "parameter-estimation-by-directly-minimizing-summed-squared-errors"]], "Parameterized objective functions": [[20, "parameterized-objective-functions"]], "Partial differential equations": [[2, "partial-differential-equations"]], "Peak annotation in matplotlib": [[9, "peak-annotation-in-matplotlib"]], "Peak finding in Raman spectroscopy": [[13, "peak-finding-in-raman-spectroscopy"]], "Phase portraits of a system of ODEs": [[2, "phase-portraits-of-a-system-of-odes"]], "Picasso\u2019s short lived blue period with Python": [[9, "picasso-s-short-lived-blue-period-with-python"]], "Plane Poiseuille flow - BVP solve by shooting method": [[2, "plane-poiseuille-flow-bvp-solve-by-shooting-method"]], "Plane poiseuelle flow solved by finite difference": [[2, "plane-poiseuelle-flow-solved-by-finite-difference"]], "Plot customizations - Modifying line, text and figure properties": [[9, "plot-customizations-modifying-line-text-and-figure-properties"]], "Plot how the \\Delta G varies with temperature": [[13, "plot-how-the-delta-g-varies-with-temperature"]], "Plotting": [[9, "plotting"]], "Plotting ODE solutions in cylindrical coordinates": [[2, "plotting-ode-solutions-in-cylindrical-coordinates"]], "Plotting two datasets with very different scales": [[9, "plotting-two-datasets-with-very-different-scales"]], "Plug flow reactor with a pressure drop": [[13, "plug-flow-reactor-with-a-pressure-drop"]], "Polynomials in Python": [[21, "polynomials-in-python"]], "Polynomials in python": [[6, "polynomials-in-python"]], "Potential gotchas in linear algebra in numpy": [[5, "potential-gotchas-in-linear-algebra-in-numpy"]], "Predator-prey model example": [[18, "predator-prey-model-example"]], "Printing arrays": [[15, "printing-arrays"]], "Problem problems": [[20, "problem-problems"]], "Programming": [[10, "programming"]], "Python": [[14, "python"]], "Qualitative method for systems of ODEs": [[18, "qualitative-method-for-systems-of-odes"]], "Random thoughts": [[11, "random-thoughts"]], "Rank": [[27, "rank"]], "Read a Google Sheet into a pandas Dataframe": [[42, "read-a-google-sheet-into-a-pandas-dataframe"]], "Reading in delimited text files": [[1, "reading-in-delimited-text-files"]], "Reading parameter database text files in python": [[13, "reading-parameter-database-text-files-in-python"]], "Reduced row echelon form": [[5, "reduced-row-echelon-form"]], "Regression of data is a form of function minimization": [[24, "regression-of-data-is-a-form-of-function-minimization"]], "Regular Algebra with arrays": [[27, "regular-algebra-with-arrays"]], "Regular regression - models with parameters": [[34, "regular-regression-models-with-parameters"]], "Regularization": [[30, "regularization"]], "Ridge regression": [[30, "ridge-regression"]], "Robust regression approaches": [[25, "robust-regression-approaches"]], "Rule 1": [[5, "rule-1"]], "Rule 2": [[5, "rule-2"]], "Rule 3": [[5, "rule-3"]], "Rule 4": [[5, "rule-4"]], "Rules for transposition": [[5, "rules-for-transposition"]], "Running code": [[15, "running-code"]], "Running pycse": [[41, "running-pycse"]], "Scaling the results": [[9, "scaling-the-results"]], "Scientific applications": [[31, "scientific-applications"]], "Second guess": [[2, "second-guess"]], "Sensitivity analysis using automatic differentiation in Python": [[31, "sensitivity-analysis-using-automatic-differentiation-in-python"]], "Setting all the text properties in a figure.": [[9, "setting-all-the-text-properties-in-a-figure"]], "Simpler integration": [[38, "simpler-integration"]], "Simpson method https://docs.scipy.org/doc/scipy-0.18.1/reference/generated/scipy.integrate.simps.html#scipy.integrate.simps": [[16, "simpson-method-https-docs-scipy-org-doc-scipy-0-18-1-reference-generated-scipy-integrate-simps-html-scipy-integrate-simps"]], "Simulating the events feature of Matlab\u2019s ode solvers": [[2, "simulating-the-events-feature-of-matlab-s-ode-solvers"]], "Smooth transitions between discontinuous functions": [[6, "smooth-transitions-between-discontinuous-functions"]], "Smooth transitions between two constants": [[6, "smooth-transitions-between-two-constants"]], "Solutions to first-order differential equations by integration": [[17, "solutions-to-first-order-differential-equations-by-integration"]], "Solve the quadratic equation": [[6, "solve-the-quadratic-equation"]], "Solving Bessel\u2019s Equation numerically": [[2, "solving-bessel-s-equation-numerically"]], "Solving CSTR design equations": [[13, "solving-cstr-design-equations"]], "Solving a parameterized ODE many times": [[19, "solving-a-parameterized-ode-many-times"]], "Solving a second order ode": [[2, "solving-a-second-order-ode"]], "Solving an ode for a specific solution value": [[2, "solving-an-ode-for-a-specific-solution-value"]], "Solving integral equations with fsolve": [[7, "solving-integral-equations-with-fsolve"]], "Solving linear algebraic equations": [[27, "solving-linear-algebraic-equations"]], "Solving linear equations": [[5, "solving-linear-equations"]], "Solving nonlinear BVPs by finite differences": [[22, "solving-nonlinear-bvps-by-finite-differences"]], "Solving parameterized ODEs over and over conveniently": [[2, "solving-parameterized-odes-over-and-over-conveniently"]], "Some basic data structures in python": [[0, "some-basic-data-structures-in-python"]], "Some of this, sum of that": [[10, "some-of-this-sum-of-that"]], "Sorting in python": [[10, "sorting-in-python"]], "Special nonlinear systems - polynomials": [[21, "special-nonlinear-systems-polynomials"]], "Standard state heat of reaction": [[13, "standard-state-heat-of-reaction"]], "Starting point in the Rankine cycle in condenser.": [[13, "starting-point-in-the-rankine-cycle-in-condenser"]], "Statistics": [[11, "statistics"]], "Strings": [[15, "strings"]], "Subplots": [[9, "subplots"]], "Subsubheadings": [[15, "subsubheadings"]], "Summary": [[0, "summary"], [0, "id1"], [0, "id3"], [5, "summary"], [5, "id1"], [6, "summary"], [6, "id1"], [6, "id2"], [6, "id3"], [8, "summary"], [11, "summary"], [11, "id1"], [11, "id2"], [13, "summary"], [13, "id1"], [13, "id2"], [13, "id3"], [13, "id5"], [14, "summary"], [15, "summary"], [16, "summary"], [17, "summary"], [18, "summary"], [19, "summary"], [20, "summary"], [21, "summary"], [22, "summary"], [23, "summary"], [24, "summary"], [25, "summary"], [26, "summary"], [27, "summary"], [28, "summary"], [29, "summary"], [30, "summary"], [31, "summary"], [32, "summary"], [33, "summary"], [33, "id1"], [34, "summary"]], "Summary notes": [[7, "summary-notes"], [13, "summary-notes"]], "Sums products and linear algebra notation - avoiding loops where possible": [[5, "sums-products-and-linear-algebra-notation-avoiding-loops-where-possible"]], "Support this work": [[43, "support-this-work"]], "Symbolic math in python": [[6, "symbolic-math-in-python"]], "Systems of first-order differential equations": [[18, "systems-of-first-order-differential-equations"], [18, "id1"]], "Systems of nonlinear equations": [[21, "systems-of-nonlinear-equations"]], "Temporarily ignore errors": [[42, "temporarily-ignore-errors"]], "The Gibbs energy of a mixture": [[13, "the-gibbs-energy-of-a-mixture"]], "The Gibbs free energy of a reacting mixture and the equilibrium composition": [[13, "the-gibbs-free-energy-of-a-reacting-mixture-and-the-equilibrium-composition"]], "The PYCSE blog": [[4, "the-pycse-blog"]], "The Van der Pol oscillator": [[19, "the-van-der-pol-oscillator"]], "The determinant": [[27, "the-determinant"]], "The equal area method for the van der Waals equation": [[13, "the-equal-area-method-for-the-van-der-waals-equation"]], "The hypothesis": [[11, "the-hypothesis"]], "The inverse": [[27, "the-inverse"]], "The inverse question": [[3, "the-inverse-question"]], "The numpy approach": [[5, "the-numpy-approach"]], "The pycse blog": [[43, null]], "The pycse book": [[36, "the-pycse-book"], [43, null]], "The transpose": [[27, "the-transpose"]], "The transpose in Python": [[5, "the-transpose-in-python"]], "The trapezoidal method of integration": [[6, "the-trapezoidal-method-of-integration"]], "Things to look out for": [[28, "things-to-look-out-for"]], "Time dependent concentration in a first order reversible reaction in a batch reactor": [[13, "time-dependent-concentration-in-a-first-order-reversible-reaction-in-a-batch-reactor"]], "To get from point 4 to point 1": [[13, "to-get-from-point-4-to-point-1"]], "Topics in machine learning": [[33, "topics-in-machine-learning"]], "Train/test splits on data": [[33, "train-test-splits-on-data"]], "Transient diffusion - partial differential equations": [[2, "transient-diffusion-partial-differential-equations"]], "Transient heat conduction - partial differential equations": [[2, "transient-heat-conduction-partial-differential-equations"]], "Uncertainty estimates from curvefit and scipy.optimize.minimize": [[25, "uncertainty-estimates-from-curvefit-and-scipy-optimize-minimize"]], "Uncertainty estimation": [[24, "uncertainty-estimation"]], "Uncertainty in an integral equation": [[13, "uncertainty-in-an-integral-equation"]], "Uncertainty quantification in GPR": [[34, "uncertainty-quantification-in-gpr"]], "Uncertainty quantification in nonlinear regression": [[25, "uncertainty-quantification-in-nonlinear-regression"]], "Underfitting in GPR": [[34, "underfitting-in-gpr"]], "Unique entries in a vector": [[10, "unique-entries-in-a-vector"]], "Units": [[12, "units"]], "Units in ODEs": [[12, "units-in-odes"]], "Use roots for this polynomial": [[7, "use-roots-for-this-polynomial"]], "Using Lagrange multipliers in optimization": [[8, "using-lagrange-multipliers-in-optimization"]], "Using constrained optimization to find the amount of each phase present": [[13, "using-constrained-optimization-to-find-the-amount-of-each-phase-present"]], "Using indexing to assign values to rows and columns": [[0, "using-indexing-to-assign-values-to-rows-and-columns"]], "Using units in python": [[12, "using-units-in-python"]], "Vectorized numeric derivatives": [[6, "vectorized-numeric-derivatives"]], "Vectorized piecewise functions": [[6, "vectorized-piecewise-functions"]], "Water gas shift equilibria via the NIST Webbook": [[13, "water-gas-shift-equilibria-via-the-nist-webbook"]], "Weighted nonlinear regression": [[25, "weighted-nonlinear-regression"]], "Welcome to pycse - Python Computations in Science and Engineering": [[43, "welcome-to-pycse-python-computations-in-science-and-engineering"]], "What about uncertainty on the predictions?": [[24, "what-about-uncertainty-on-the-predictions"]], "What region is a point in": [[13, "what-region-is-a-point-in"]], "Wilkinson\u2019s polynomial": [[6, "wilkinson-s-polynomial"]], "Worked examples": [[13, "worked-examples"]], "Working with lists": [[10, "working-with-lists"]], "Yet another way to parameterize an ODE": [[2, "yet-another-way-to-parameterize-an-ode"]], "dictionaries": [[0, "dictionaries"]], "differentiation": [[6, "differentiation"]], "double integrals": [[6, "double-integrals"]], "exponents": [[11, "exponents"]], "fsolve": [[20, "fsolve"]], "functional approach to slicing": [[38, "functional-approach-to-slicing"]], "hydrogen": [[13, "hydrogen"]], "integration": [[6, "integration"]], "numpy": [[14, "numpy"]], "numpy.trapz": [[16, "numpy-trapz"]], "plotting": [[14, "plotting"]], "pycse - Beginner mode": [[38, "pycse-beginner-mode"]], "pycse documentation": [[43, null]], "pycse.hashcache": [[40, "pycse-hashcache"]], "pycse.plotly": [[40, "pycse-plotly"]], "pycse.utils": [[40, "module-pycse.utils"], [42, "pycse-utils"]], "relu": [[33, "relu"]], "scipy": [[14, "scipy"]], "scipy.integrate.solve_ivp": [[17, "scipy-integrate-solve-ivp"]], "scipy.optimize.minimize": [[23, "scipy-optimize-minimize"]], "scipy.optimize.minimize with constraints": [[26, "scipy-optimize-minimize-with-constraints"]], "struct": [[0, "struct"]], "summary": [[13, "id4"]], "tanh": [[33, "tanh"]], "the chain rule in error propagation": [[11, "the-chain-rule-in-error-propagation"]], "the list": [[0, "the-list"]], "tuples": [[0, "tuples"]]}, "docnames": ["blog/basic-python", "blog/data-analysis", "blog/differential-equations", "blog/interpolation", "blog/intro", "blog/linear-algebra", "blog/math", "blog/nonlinear-algebra", "blog/optimization", "blog/plotting", "blog/programming", "blog/statistics", "blog/units", "blog/worked-examples", "book/00-intro", "book/01-jupyter", "book/02-integration-1", "book/03-fode-1", "book/04-fode-2", "book/05-nth-odes", "book/07-nla-1", "book/08-nla-2", "book/09-bvp", "book/10-min-max", "book/11-regression", "book/12-nonlinear-regression-2", "book/13-constrained-optimization", "book/15-intro-linear-algebra", "book/16-linear-algebra", "book/17-linear-algebra-2", "book/18-linear-regression", "book/20-autograd-applications", "book/21-machine-learning", "book/22-ml-2", "book/23-gp", "book/conclusions", "book/intro", "docs/about", "docs/beginner", "docs/execution-statistics", "docs/pycse", "docs/running-pycse", "docs/utils", "intro"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinxcontrib.bibtex": 9}, "filenames": ["blog/basic-python.ipynb", "blog/data-analysis.ipynb", "blog/differential-equations.ipynb", "blog/interpolation.ipynb", "blog/intro.md", "blog/linear-algebra.ipynb", "blog/math.ipynb", "blog/nonlinear-algebra.ipynb", "blog/optimization.ipynb", "blog/plotting.ipynb", "blog/programming.ipynb", "blog/statistics.ipynb", "blog/units.ipynb", "blog/worked-examples.ipynb", "book/00-intro.ipynb", "book/01-jupyter.ipynb", "book/02-integration-1.ipynb", "book/03-fode-1.ipynb", "book/04-fode-2.ipynb", "book/05-nth-odes.ipynb", "book/07-nla-1.ipynb", "book/08-nla-2.ipynb", "book/09-bvp.ipynb", "book/10-min-max.ipynb", "book/11-regression.ipynb", "book/12-nonlinear-regression-2.ipynb", "book/13-constrained-optimization.ipynb", "book/15-intro-linear-algebra.ipynb", "book/16-linear-algebra.ipynb", "book/17-linear-algebra-2.ipynb", "book/18-linear-regression.ipynb", "book/20-autograd-applications.ipynb", "book/21-machine-learning.ipynb", "book/22-ml-2.ipynb", "book/23-gp.ipynb", "book/conclusions.md", "book/intro.md", "docs/about.ipynb", "docs/beginner.ipynb", "docs/execution-statistics.md", "docs/pycse.rst", "docs/running-pycse.md", "docs/utils.ipynb", "intro.md"], "indexentries": {"bic() (in module pycse.pycse)": [[40, "pycse.PYCSE.bic", false]], "feq() (in module pycse.utils)": [[40, "pycse.utils.feq", false]], "fge() (in module pycse.utils)": [[40, "pycse.utils.fge", false]], "fgt() (in module pycse.utils)": [[40, "pycse.utils.fgt", false]], "fle() (in module pycse.utils)": [[40, "pycse.utils.fle", false]], "flt() (in module pycse.utils)": [[40, "pycse.utils.flt", false]], "ignore_exception() (in module pycse.utils)": [[40, "pycse.utils.ignore_exception", false]], "ivp() (in module pycse.pycse)": [[40, "pycse.PYCSE.ivp", false]], "lbic() (in module pycse.pycse)": [[40, "pycse.PYCSE.lbic", false]], "module": [[40, "module-pycse.PYCSE", false], [40, "module-pycse.utils", false]], "nlinfit() (in module pycse.pycse)": [[40, "pycse.PYCSE.nlinfit", false]], "nlpredict() (in module pycse.pycse)": [[40, "pycse.PYCSE.nlpredict", false]], "polyfit() (in module pycse.pycse)": [[40, "pycse.PYCSE.polyfit", false]], "predict() (in module pycse.pycse)": [[40, "pycse.PYCSE.predict", false]], "pycse.pycse": [[40, "module-pycse.PYCSE", false]], "pycse.utils": [[40, "module-pycse.utils", false]], "read_gsheet() (in module pycse.utils)": [[40, "pycse.utils.read_gsheet", false]], "regress() (in module pycse.pycse)": [[40, "pycse.PYCSE.regress", false]], "rsquared() (in module pycse.pycse)": [[40, "pycse.PYCSE.Rsquared", false]]}, "objects": {"pycse": [[40, 0, 0, "-", "PYCSE"], [40, 0, 0, "-", "utils"]], "pycse.PYCSE": [[40, 1, 1, "", "Rsquared"], [40, 1, 1, "", "bic"], [40, 1, 1, "", "ivp"], [40, 1, 1, "", "lbic"], [40, 1, 1, "", "nlinfit"], [40, 1, 1, "", "nlpredict"], [40, 1, 1, "", "polyfit"], [40, 1, 1, "", "predict"], [40, 1, 1, "", "regress"]], "pycse.utils": [[40, 1, 1, "", "feq"], [40, 1, 1, "", "fge"], [40, 1, 1, "", "fgt"], [40, 1, 1, "", "fle"], [40, 1, 1, "", "flt"], [40, 1, 1, "", "ignore_exception"], [40, 1, 1, "", "read_gsheet"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"]}, "objtypes": {"0": "py:module", "1": "py:function"}, "terms": {"": [0, 1, 3, 5, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 32, 33, 34, 36, 39], "0": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 40, 42], "00": [0, 5, 6, 7, 8, 11, 13, 14, 15, 16, 17, 19, 23, 24, 25, 26, 29, 30, 31, 34, 39], "000": [2, 6, 7, 8, 13, 14, 15, 16, 17, 21, 26], "0000": 6, "00000": 6, "000000": 6, "0000000": 6, "00000000": 6, "000000000": 6, "0000000000": 6, "0000000000000000": 6, "0000000000000002": 29, "000000000000004": 16, "0000000000001": 27, "00000000000028": 20, "000000000000645": 20, "000000000007": 13, "00000000e": [5, 6, 7, 13, 14, 15, 17, 22], "000000064427786": 2, "000000082740374e": 28, "00000009": 29, "0000001520384": 20, "00000067": 6, "000000e": 6, "00000148": 20, "0000018665258": 20, "000004509013518": 16, "0000054132133493": 26, "00000e": 30, "00001": [13, 24], "000020": 1, "00010000e": 34, "000102": 6, "00016694459925285874": 11, "000194": 6, "00022840499877929688": 6, "000235": 6, "00032": 30, "00033647721421425913": 8, "000345": 6, "000408121620243": 6, "00044864e": 19, "00046356e": 14, "00053732e": 19, "00062457": 1, "000624573378839699": 1, "0006245733788397211": 1, "0006245733788398162": 1, "00085100e": 19, "00090143": 38, "000e": [0, 15, 17, 26, 29, 31, 34], "001": [7, 13, 14, 28, 34], "0010006671114076052": 17, "0010030269622802734": 6, "0010279": 24, "00120386": 34, "00190982": 6, "00196134e": 19, "00198588": 13, "002": 30, "00238834e": 14, "00239975e": 5, "00245246": 34, "0025": 3, "0026": 20, "00277208e": 5, "00291529": 6, "002e": 34, "003": 24, "0032": 30, "00353031e": 11, "0039": 1, "004": 25, "00426772": 25, "00430672": 25, "005": 13, "005010409261084926": 11, "0057459953178687": 11, "00590349e": 19, "00603128e": 30, "006417515086492": 34, "006758922969065006": 11, "007153569059883401": 24, "00719925e": 5, "007445647369221156": 11, "00745169": 34, "007483647387490024": 11, "0076": 6, "0079": 13, "007e": 34, "0081": [1, 6], "008164991938713655": 22, "008211411570351112": 11, "008249311811255714": 22, "0089": 13, "00900405886406903": 24, "00972282": 24, "00e": [1, 30], "00j": 21, "01": [0, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 30, 31, 32, 33, 34, 37, 39], "010": 13, "01010101": 22, "01019113": 25, "01039864": 18, "010e": 34, "011": [1, 13, 24], "011109": 34, "01263339e": 14, "012e": 34, "014": 16, "014e": 34, "01576305": 24, "01589600e": 14, "0166": [12, 13], "01794341645386366": 20, "017e": 13, "01j": 5, "02": [1, 2, 11, 14, 16, 17, 18, 20, 22, 24, 25, 26, 30, 34, 39], "02004874e": 19, "02020202": 22, "020202020202020204": 22, "020286679532415": 20, "0203": 11, "02060957626781601": 24, "0215336": 25, "0217594602697": 0, "02217504": 25, "022e": 34, "022e23": 0, "023607653829234403": 1, "024": 24, "02426698e": 30, "024438589821685": 20, "0249": 15, "025": [20, 26], "02502293": 6, "02542715": 6, "02575384116153356": 24, "025e": 34, "026": 24, "026461556970080666": 1, "02646156": 24, "0266": [12, 13], "027": 24, "02768289": 14, "02816124": 27, "029": 24, "02920082": 27, "02931200e": 6, "029315": 13, "02931546011092693": 1, "03": [1, 6, 11, 13, 14, 18, 24, 26, 30, 34, 39], "030000000000000023": 28, "0300e": [1, 30], "03030303": 22, "031": 13, "03236700e": 14, "032780935658354": 11, "0329": 13, "032e": 17, "0336616": 29, "03403333": 3, "03409112e": 5, "03470383": 29, "03491646e": 14, "034e": 17, "03791737629134": 20, "03822269e": 14, "0389653369530596": 13, "038e": 25, "04": [0, 1, 2, 5, 6, 10, 11, 13, 14, 24, 30, 37, 39], "04040404": 22, "04138127": 18, "04166667": 21, "04204875e": 14, "042680504463987745": 24, "043": 26, "0439e": [1, 30], "0448871783746692": 23, "04493457": 24, "04621596e": 14, "04719755": 0, "047e": 24, "048": 13, "04800000e": 6, "0498": 3, "04j": 5, "05": [1, 2, 5, 6, 11, 13, 14, 20, 24, 25, 26, 30, 34, 39, 40], "05050505": 22, "05194694e": 30, "054656": 13, "05531217e": 14, "055642879597611": 3, "055e": 25, "05658850e": 24, "056801244813359": 11, "05718868e": 14, "05732201863242677": 13, "05732202": 13, "05773502691896237": 11, "05797402": 17, "0579740235381905": 17, "05802120981218639": 13, "058e": 17, "06": [0, 1, 2, 5, 6, 7, 11, 20, 24, 30, 34, 39], "0600023": 29, "06060606": 22, "06066017": 18, "06079909": 1, "061039": 14, "061e": 17, "0625": [0, 6], "06250e": 30, "06264024": 29, "06322594560601252": 13, "06596866": 25, "06599327e": 30, "066": [11, 13], "06601718": 2, "066178": 13, "06634869e": 30, "06644": 13, "0665e": [1, 30], "066666666666668": 11, "06759999999997035": 20, "0676": 20, "068e": 34, "06936098e": 14, "0696978": 20, "06970822": 29, "06995": 13, "07": [5, 6, 11, 13, 20, 23, 24, 25, 26, 29, 30, 34, 39], "07049851": 34, "07070707": 22, "0715e": [1, 30], "072": 13, "072357574434136e": 26, "07283325e": 19, "07297374": 24, "07431403": 6, "0754938": 6, "07737861e": 30, "0781156032363354": 24, "07955588e": 14, "08": [0, 2, 6, 12, 13, 22, 23, 24, 26, 29, 30, 39], "08034384": 17, "08080808": 22, "081e": [13, 24], "082": 13, "08206": 31, "082139": 13, "08219836e": 30, "08380160e": 6, "08428727": 3, "08729116e": 14, "08888426e": 14, "09": [0, 1, 5, 6, 14, 21, 30, 39], "0900483893314967": 1, "09011474": 17, "09090909": 22, "090e": [17, 23], "09200": 13, "09232922": 18, "093": [11, 24], "09420867": 29, "09432376": [6, 21], "0943237645545985": 21, "0943951": [0, 14], "096130": 13, "09743234": 13, "098547805640928": 2, "09989473": 24, "0999999999999996": 0, "09j": 5, "0and": 6, "0d": 6, "0e": 13, "0f": 26, "0j": 6, "0k": 13, "0x7f8db10ba0d0": 17, "0x7f8db3355710": 17, "0x7fbb647f6020": 0, "0x7fbb647f6200": 0, "0x7fbb647f6340": 0, "0x7fbba4019440": 0, "0x7ff7a4623240": 21, "1": [0, 1, 2, 6, 8, 9, 10, 11, 12, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "10": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 38, 39], "100": [1, 2, 3, 4, 6, 7, 8, 9, 11, 12, 13, 18, 20, 21, 22, 24, 28, 30, 32, 33, 40], "1000": [2, 6, 7, 13, 16, 24], "10000": [6, 11, 13, 20], "100000": 13, "10000e": 30, "1000k": 13, "10018882": 29, "10077583e": 14, "100e": 34, "100th": [32, 33], "101": [6, 13, 39], "1010101": 22, "10142299865511450": 6, "1019": 9, "101e": 34, "1020549432": 14, "1023": [10, 37], "10240094e": 14, "1025": 13, "1026405": 11, "10278376162816": 6, "103": [13, 27], "103000": 13, "104": [0, 13, 27], "1043": 13, "1054": [9, 30], "1057027072": 14, "105767299013565": 20, "10579106": 29, "106": 2, "10675655e": 24, "107": [11, 13, 24], "10783652e": 14, "108": 13, "10848181818181811": 3, "10848182": 3, "1085": 2, "1086": 2, "1087": 2, "1088": 2, "1089": 2, "109": 25, "1090": 2, "1091": 2, "1092": 2, "1094202426196205e": 20, "1099511246584144": 1, "10atm": 13, "11": [0, 1, 2, 5, 6, 7, 8, 10, 11, 13, 16, 20, 21, 22, 24, 27, 28, 30, 31, 32, 33, 37, 38, 39, 42], "110": [8, 13, 25, 26, 30], "1102230246251565e": [2, 6], "11022302e": 21, "1103": 24, "1107": 6, "110x": [8, 26], "111": [2, 9, 13], "11111111": 22, "1111111111111111": 0, "111332262894601": 11, "11239534756747105": 20, "11310276995381": 6, "1136": 30, "1138919460": 3, "114": 30, "116e": 34, "117": 30, "11725820e": 21, "118": 13, "11818825e": 30, "1185391788": 14, "1189347076957206": 29, "119": 13, "11d": 30, "12": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 19, 20, 21, 23, 24, 26, 27, 28, 30, 31, 32, 33, 37, 38, 39, 42], "120": [2, 5, 7, 8, 10, 26, 27], "1200": [13, 22], "120152064": 6, "1206647803780373248": 6, "1206647803780373360": 6, "12099070e": 14, "120x": [8, 26], "1211": 0, "12121212": 22, "12189918e": 30, "1219": 13, "1220327407235617e": 13, "12207799": 14, "1224": 20, "123083499127842": 11, "123229003": 14, "123e": 0, "124": [1, 2, 24], "125": [5, 20, 28], "1250": [6, 9], "1252": 9, "1256850": 6, "12571141": 24, "1258": 30, "1259765087015694": 20, "12707126784": 6, "12758": 30, "12775121": 14, "1280": 6, "128144": 30, "12870931245150988288": 6, "12870931245150988800": 6, "129": 21, "129320": 30, "1294": 13, "12h": 6, "12x": 7, "13": [0, 1, 2, 6, 7, 10, 11, 13, 19, 20, 21, 24, 28, 30, 31, 32, 33, 37, 38, 39, 42], "130": 13, "1300k": 13, "1301": 13, "130614288": 14, "1307535010540395": 6, "13086569": 17, "131": 0, "131021": 13, "13131313": 22, "13149": 30, "131e": 17, "1324": 7, "1325485569": 14, "13336503": 13, "133383": 30, "13343719": 13, "1340": 13, "1343167527": 6, "134618112": 14, "13482772": 29, "135": [10, 13], "1353352832366127": 3, "1354": 30, "135585182899530": 6, "136": [1, 6, 10, 21, 24], "1360": 13, "136638": 13, "137": [1, 10], "13717932e": 19, "1377": 13, "1378": 13, "13781": 26, "138": 10, "1380": [9, 13], "13803759753640704000": 6, "1381": 13, "1382": 13, "1383": 13, "1385": 13, "1388173814": 6, "139": [6, 10], "14": [0, 1, 2, 5, 6, 7, 9, 10, 13, 14, 16, 21, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 37, 38, 39, 42], "1400": 9, "14062362e": 14, "141": 30, "1411": 2, "1412": 2, "1413": 2, "14141414": 22, "1415": 2, "14159265": 0, "141592653589793": [0, 16], "1416": 2, "1417": 2, "142": 2, "143": [2, 8, 26], "14321575e": 14, "14342175765653756": 11, "14399997": 25, "14399999": 25, "143x": [8, 26], "144": [2, 13, 25, 30], "1443712780": 14, "14464051e": 14, "14489286e": 14, "144e": 25, "145": [2, 30], "14548611e": 14, "14574344693564": 20, "146": [2, 11], "147": 1, "14856013e": 30, "14874857e": 5, "149": 25, "1495": [1, 6], "15": [0, 2, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20, 23, 25, 26, 27, 28, 30, 31, 32, 33, 34, 39], "150": [1, 2, 14, 30], "1500": [13, 17, 19], "15000": [8, 18, 26], "15043744": 24, "1506346256": 14, "15151515": 22, "152": 34, "1523": 13, "152649": 3, "15289074e": 14, "15298564": 28, "153": [2, 13, 31], "15352086": 25, "1536": 13, "154": [2, 13, 20, 31], "1541": 30, "15423665e": 30, "1546e": [1, 30], "155": [2, 13, 31], "15500": 9, "15514191157778542": 24, "1554341": 14, "1555027751936": 6, "155583041103855e": 16, "15564": 13, "156": [2, 13, 30, 31], "156214940493651": 16, "1563071673": 20, "157": [1, 2, 13, 31], "158": [2, 13, 31], "158558": 13, "1587381910702497e": 7, "1593690581": 14, "16": [0, 1, 2, 3, 5, 6, 7, 11, 13, 16, 20, 21, 22, 24, 26, 27, 29, 30, 31, 32, 33, 39, 40], "160": [2, 13, 31], "16000": 9, "1606": 30, "1610151165": 14, "16110732": 14, "16139508": 29, "161502": 25, "16161616": 22, "1619064557": 20, "162": [2, 5, 13, 28, 31], "16227766": 18, "1627362779": 22, "163": [2, 13, 31], "164": [2, 13, 31], "16428541": 1, "16497644": 29, "165": [6, 13], "167": [0, 2, 13, 30, 31], "1672280820": 6, "16724067": 25, "16724997e": 14, "168": [2, 13, 31], "1681875887": 6, "1682691072": 6, "1685161423": 38, "168558857": 14, "16973318": 14, "16f": 6, "17": [0, 1, 5, 6, 10, 13, 19, 20, 24, 30, 31, 32, 33, 38, 39], "170": [2, 13, 31], "1700": 13, "171": [2, 13, 31], "1715": 30, "17171717": 22, "172": 13, "17259463": 28, "173": [2, 13, 31], "17307690e": 14, "17364818": 0, "1740862": 24, "174692805": 21, "175": 24, "1760157840": 6, "1791754240830934e": 22, "17955697e": 14, "18": [1, 2, 6, 7, 10, 13, 19, 24, 29, 30, 31, 32, 33, 37, 38, 39], "181760": 6, "18181818": 22, "182": 34, "18286320e": 14, "1845505028": 20, "185": 30, "185e": 26, "186": 30, "18684464e": 30, "18696": 13, "18700e": 30, "187e": 26, "188": 13, "1887902": 14, "1887902047863905": 16, "188835": 13, "189": [1, 13, 24], "18903319e": 30, "1892264215": 13, "18981534": 25, "18992502e": 14, "19": [1, 2, 3, 5, 6, 7, 9, 10, 13, 15, 19, 23, 30, 31, 32, 33, 37, 39], "1903": [1, 6], "190691": 30, "191": [13, 25], "19191919": 22, "192": 13, "19200000e": 6, "19245012733664213": 8, "19268527": 34, "19269047e": 19, "1928982228": 13, "192e": [26, 29], "193": 13, "19551557": 19, "195e": 26, "196103132": 14, "1963025921": 14, "19667087": 24, "197": 13, "1970": 10, "1983": [1, 24], "1989": 13, "1994": 13, "19967517e": 30, "1br": [5, 28], "1br2": [5, 28], "1d": [0, 2, 5, 18, 26, 32, 40], "1e": [1, 2, 5, 6, 8, 13, 15, 17, 19, 20, 22, 23, 24, 25, 26, 30, 40], "1e4": 11, "1f": 13, "1h": [5, 28], "1h2": [5, 28], "1hbr": [5, 28], "1qh4h5lhw_hoscazqvii1vrpwcppejthwkbo3a323azg": 42, "1st": 13, "2": [0, 1, 2, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "20": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 16, 17, 18, 21, 24, 26, 27, 28, 30, 31, 32, 33, 34, 37, 38, 39, 42], "200": [1, 2, 7, 13, 18, 20, 30, 34], "2000": [9, 13], "20000148865173356": 13, "2003": 6, "2004125j": 29, "2008": 6, "2010961": 19, "20114173": 0, "2012": 13, "2013": [4, 6], "2019": 36, "2020": 40, "2020202": 22, "2023": [0, 2, 4, 31], "2024": [10, 37, 39], "203": 13, "204598136807022": 11, "20483230796889": 13, "20524145": 0, "20608131187146": 13, "20615": 6, "2063369727": 14, "20885": 3, "20905075e": 30, "209408": 6, "20cell": 15, "20markdown": 15, "20t": 11, "20with": 15, "21": [1, 2, 3, 5, 6, 7, 8, 10, 13, 16, 24, 26, 30, 31, 32, 33, 34, 37, 38, 39, 42], "210": [6, 8, 26], "2100": 13, "210088424323207": 11, "21055203": 5, "21074422": 0, "210y": [8, 26], "21123386e": 30, "2116936": 34, "212": 30, "21212121": 22, "21293999e": 14, "213": [13, 25], "2130509563": 14, "215": 13, "215723629056": 6, "216": 13, "21694798": 1, "217": 13, "21773": 31, "218": 13, "218176832": 14, "21820436": 24, "219": 13, "22": [1, 2, 5, 7, 10, 11, 13, 20, 24, 30, 31, 32, 33, 37, 38, 39, 42], "220": [0, 13], "2200": 13, "220446049250313e": [0, 6, 40], "22044605e": 21, "22052675": 0, "22140275": 2, "222": 11, "22214631": 14, "22222222": 22, "22254475": 16, "223": [13, 16], "224": 25, "22479069513437": 20, "225": 11, "22554103": 2, "22592000e": 6, "227": [13, 22], "2270": [1, 29], "228": [13, 14], "22809558e": 14, "22851006": 0, "2289625004": 2, "229657428": 14, "22e": 0, "23": [1, 2, 5, 7, 11, 12, 13, 16, 20, 21, 24, 30, 31, 33, 39], "230": 25, "232": 30, "23232323": 22, "23329964437327755": 13, "2335501430": 20, "23363144e": 34, "2345": 0, "234e": 23, "235": 13, "236": [2, 13, 31], "23636813": 29, "237": [2, 13, 31], "237e": 26, "238": [2, 13, 31], "23869938": 24, "239": [2, 13, 31], "239e": 26, "24": [1, 2, 3, 5, 7, 10, 13, 16, 20, 24, 30, 31, 33, 37, 38, 39, 42], "240": [1, 2, 13, 18, 25, 31], "24039999": 25, "2404": 25, "24055105e": 14, "241": [2, 13], "24114688": 6, "242": 2, "24242424": 22, "242e": 26, "243": 2, "2431": 13, "2432902008176640000": 6, "244": 2, "245": 2, "246": 2, "247": 2, "24705882": 29, "2474": 13, "248": 2, "249": [2, 13], "2495": 30, "25": [0, 1, 2, 3, 5, 6, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 24, 25, 26, 27, 28, 29, 30, 31, 33, 37], "250": [1, 2, 13, 30], "250000": 13, "2500000000000001": 13, "25000000e": 14, "25000e": 30, "250e": 0, "251": 2, "2517679528326894e": 6, "252": 2, "25252525": 22, "253": 2, "2542": 2, "2543": 2, "2544": 2, "2545": 2, "2546": 2, "2548": 2, "2549": 2, "255": [1, 24], "25514052e": 19, "25520833": 21, "25550242": 14, "256": 13, "256016704": 9, "2562": [1, 6], "25624945e": 14, "25741034": 25, "25757576e": 30, "25816839": 24, "25873623": 1, "259": 13, "26": [1, 3, 5, 7, 10, 11, 13, 16, 18, 19, 22, 24, 30, 33, 34, 37, 38, 39, 42], "261e": 23, "26244301e": 11, "26262626": 22, "263": 30, "26384628": 18, "26657909": 29, "26746927e": 30, "26757911e": 14, "26772444": 29, "26804924": 25, "26845682": 25, "269356036": 14, "26j": 5, "27": [3, 5, 11, 13, 24, 30, 31, 33], "27053550e": 14, "27182279e": 14, "27261317": 29, "27272727": 22, "273": [11, 13], "27328168": 14, "27462952745472": 6, "2747854427996614": 13, "2752523": 14, "2755": 1, "27624446": 29, "27662367": 24, "2774659880833895e": 7, "27765321e": 14, "2780": 9, "27890923e": 30, "27s_method": 20, "27s_polynomi": 6, "28": [1, 5, 11, 13, 20, 24, 30], "2800": 9, "280e": 0, "28125": 16, "28206459e": 30, "28242527e": 14, "28282828": 22, "28282828e": 30, "28306822e": 30, "28318531": 14, "284": [13, 30], "285": 13, "286": 30, "2870202885": 13, "28730858e": 7, "288550084": 14, "2887793276654596": 20, "28885852": 14, "28974856e": 30, "2898598062432779": 11, "28data_pag": 13, "29": [1, 2, 7, 10, 11, 13, 24, 30, 37, 38, 42], "290": 13, "29000e": 30, "290e": 25, "29161001": 1, "2917585576": 23, "292": 30, "29240134": 1, "2928932188134519": 6, "2928932188134524": 6, "29292929": 22, "29360269e": 30, "29407727": 24, "2943467": 29, "29473657": 1, "29602035868747906": 11, "298": 13, "29887672": 19, "29887676": 19, "29887685": 19, "29887721": 19, "2988785": 19, "29888301": 19, "298k": 13, "29948184e": 30, "29961546": 19, "29983245": 29, "2a": 31, "2br": [5, 28], "2c": 22, "2ca": 13, "2co_2": 13, "2d": [5, 8, 17, 18, 22, 27, 30, 32, 40], "2e": [0, 1, 30, 32, 33], "2f": [0, 2, 3, 6, 7, 8, 9, 13, 15, 16, 19, 20, 21, 23, 26, 28, 30, 34], "2f_f": 13, "2g": 30, "2hbr": [5, 28], "2pt": 6, "2u": [2, 22], "2x": [2, 6, 7, 17, 19, 20, 31], "2y": 13, "2\u03c3": 13, "3": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "30": [1, 5, 6, 7, 8, 11, 13, 15, 18, 20, 21, 23, 26, 27, 30, 34], "300": [1, 2, 13, 30], "3000": 6, "3002503601": 0, "3005365921998688": 1, "301": 24, "30160929": 29, "3024": 1, "302585092994046": 0, "302652729696142": 11, "302767752784657": 20, "303": 13, "3030303": 22, "304": [30, 31], "30488611": 18, "305": 30, "3050": 9, "30515947": 29, "30584482e": 5, "306": 20, "307534560277845": 1, "3079": 1, "308": 3, "30872995e": 14, "309": 30, "3098855599": 29, "30d": 6, "30f": 6, "30j": 5, "30y": [8, 26], "31": [11, 13, 19, 30], "310": [14, 17], "31054101": 24, "3106816": 6, "311333643161390640": 6, "311333643161390656": 6, "31148072": 0, "312": 14, "3124744715614": 20, "312e": 26, "313": 14, "31313131": 22, "31313131e": 30, "31383296e": 6, "314": 13, "3143": 1, "31452218": 1, "3145221843003411": 1, "31452218430034123": 1, "3145221843003413": 1, "314e": 13, "315": 1, "31654141": 14, "317": [13, 30], "3170": 6, "3171": 6, "31727857e": 30, "318": 13, "31813120e": 6, "319": 13, "3196": 13, "319e": 25, "32": [6, 19, 24, 30, 39], "320": 13, "3205427044923441": 24, "321": 13, "3214667437645078": 13, "3217": 30, "322": 13, "32221463": 14, "3225806451612903": 0, "32323232": 22, "324": 13, "324573703052905e": 20, "32498396488279e": 22, "32534056": 13, "32555975e": 5, "3258518917108": 20, "32592593": 28, "32602655": 24, "3275314145379786": 1, "32753143": 24, "3278399195": 24, "328": 24, "328402": 30, "33": [0, 5, 13, 28, 30], "3306690738754696e": [20, 23], "331557660": 14, "33177969": 29, "3328957": 27, "333": 0, "3333": [15, 21], "33333333": [21, 22, 27, 28], "33333333333333": 6, "333333333333332": 21, "333333333333333": 2, "3333333333333333": 0, "33333333333333337": 6, "33333333333334": 21, "33333333e": 15, "333350338400844": 21, "333e": [15, 29], "334": 2, "33419537e": 14, "33600104e": 14, "33682147": 0, "33718604270166": 20, "33874": 30, "338e": 34, "339476128": 13, "34": [0, 2, 5, 13, 21, 30], "34043": 30, "34054532": 24, "3414213957101666": 29, "3414213957101675": 29, "34204208": 0, "3426": 30, "34267356": 29, "34343434": 22, "34348484e": 30, "34348485e": 30, "34378179728": 2, "344": [26, 30], "34400417e": 14, "346": 13, "346e": 26, "34906585": 0, "34989752": 14, "34e": [1, 30], "35": [6, 10, 13, 24, 26, 34, 37], "350": [9, 30], "3501e": [1, 30], "35056497": 13, "35066486": 13, "35119021800712": 28, "353": 30, "35324662": 21, "35353535": 22, "354": 26, "35403998": 27, "35410858": 24, "35424162": 24, "3545262368760884": 1, "355": [24, 26], "35541533e": 14, "35563066": 25, "355e": 23, "356": 26, "35635383e": 14, "35759895552": 6, "3599979517947607040": 6, "3599979517947607200": 6, "36": [2, 30], "3600": [13, 16], "3604360318": 16, "36136136136136143": 2, "36191334e": 6, "363417": 13, "36352": 6, "36363636": 22, "36384150e": 14, "3642": 30, "365383250944": 6, "36560665": 24, "3665": 13, "36672737": 24, "36719416": 16, "36754402e": 14, "367676508029641e": 21, "36772665": 29, "3679": 3, "369557642": 14, "36995911e": 14, "36995973e": 14, "369e": 26, "37": [19, 30], "37170825": 18, "3718588497": 5, "372": 13, "37209691e": 14, "373": 13, "37304950e": 14, "3732": 30, "37373737": 22, "3741679": 29, "375": 17, "3750": 6, "37500e": 30, "37628814": 24, "37663529e": 14, "377": 13, "37710476e": 14, "3777623778304": 6, "37841258": 24, "3788752810890879": 13, "3788826772653788": 13, "38": [1, 5, 6, 16, 19, 30, 34], "38030344e": 11, "38066119e": 30, "38325363": 14, "38367549e": 30, "38383838": 22, "38491214": 29, "384e": 34, "38583245e": 6, "38627918": 24, "38649084e": 14, "3866": 30, "387": [1, 24], "389": [6, 13, 28], "38917489": 24, "39": [5, 13, 16, 28, 30], "390": [6, 28], "39000000000001": [5, 28], "390625": 21, "390975952148438e": 6, "391": [6, 28], "391186304436758": 20, "391230963953113": 20, "393": [6, 13, 28], "39352461": 0, "39386346487936e": 20, "39393939": 22, "39393939e": 30, "394": [6, 16, 28], "394454424418573": 21, "395": 30, "39557278": 24, "396": [6, 16, 28], "3962634": 0, "3967": 13, "397": [6, 16, 28], "398": [6, 16, 28], "399": [6, 16, 28], "39902482": 24, "3991438186509969e": 14, "3994373": 29, "39944543050232983": 11, "39958516": 18, "39978364": 18, "39983766": 18, "39985385": 18, "39990725": 18, "39990787": 18, "39991442": 18, "3d": [1, 2, 8, 22], "3e": [6, 15], "3f": [0, 2, 7, 11, 13, 15, 16, 17, 24, 33], "3g": 0, "3k": 13, "3rd": [16, 25], "3x": [2, 7, 16, 26, 29], "3x3x3": 0, "3y": 7, "4": [0, 1, 2, 3, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "40": [2, 5, 13, 14, 15, 16, 19, 23, 30, 34], "400": [6, 13, 16, 28], "4000": [8, 20, 26], "40008248": 18, "40009526": 18, "40019437": 18, "40020394": 18, "40027104": 18, "40028779": 18, "40031617": 18, "40032191": 18, "40035133": 18, "40050318": 18, "4005072": 18, "4006681": [6, 21], "40067115": 18, "40078697": 18, "40084644": 18, "40085462": 18, "40096288": 18, "400k": 13, "40109182": 18, "40145916": 18, "4015339": 18, "40162308": 18, "40163014": 16, "40171771630": 6, "402": [1, 16, 24], "4022852329": 7, "40235092": 18, "402842": 18, "403": [13, 16], "40334083": 18, "40395152367506": 13, "404": 16, "4040404": 22, "40416182": 24, "4044699": 18, "404e": 25, "405": 16, "4051260155411128e": 2, "40517716": 18, "40558989": 29, "406": 16, "40621031": 18, "406724879": 21, "407": [31, 32, 33], "40797271": 24, "407e": 26, "408": [31, 32, 33], "40845254": 18, "4086341036": 16, "40960375e": 14, "40976045": 18, "41": [1, 13, 15, 24, 37], "410": [31, 32, 33], "4103338182": 23, "41093864": 18, "411": [21, 31, 32, 33], "41203909": 24, "413": 13, "41353536": 18, "41414141": 22, "41421356": 27, "414213562373095": 8, "4142135623730951": [0, 8], "414213562374664": 8, "41602873": 24, "41660973": 14, "416930756132674": 20, "41737466": 18, "417e": 24, "418": 13, "41872749": 29, "41907520e": 14, "41919727": 24, "41948956e": 14, "419e": 24, "42": [1, 15, 26, 30], "4210854715202004e": 27, "42125427": 18, "42320289": 24, "42424242": 22, "42425400e": 5, "4244361781273245": 20, "42562893": 24, "42587515": 18, "427682055": 16, "4286837": 27, "4291268947": 13, "42950503": 24, "43": [13, 20, 30], "43000e": 30, "430e": 26, "431": 20, "43132653": 24, "43139168e": 30, "43189836": 18, "432": 20, "4326": 30, "4327842": 0, "432816": 13, "4328707": 14, "43434343": 22, "4344629441456016": 13, "43475858": 29, "43494484": 24, "43502848j": [6, 21], "4352267476228684": 13, "4352267476228722": 13, "43591453": 29, "43628241": 24, "4369578531870273": 20, "43915671458881": 20, "43920511": 18, "43953184": 24, "43953453": 0, "44": [3, 13, 15, 39], "44029516e": 14, "4404888": 24, "440892098500626e": [0, 20, 27], "44089210e": 13, "4408921e": 20, "441": 2, "44278271": 29, "44327541": 24, "44346095": 0, "443460952792061": 0, "443881": 29, "4439378": 24, "44444444": 22, "444e": 26, "44618477": 24, "4465326592": 6, "4466214": 24, "44746413": 29, "44806492": 18, "44826902": 24, "44853145": 24, "44908132": 29, "44952235e": 14, "44953708": 24, "4496597": 24, "44996584": 14, "44999775": 24, "449e": 34, "45": [2, 5, 6, 10, 13, 21, 24, 28, 30, 34], "450": 6, "45169648e": 14, "4521": 31, "4527860255139964": 1, "453": 12, "45332917e": 24, "45454545": 22, "454e": 24, "455": 13, "45502309": 13, "45716772e": 19, "4574668234994665": 2, "45940047": 18, "46": [1, 2, 5, 13, 24, 28, 30, 31, 32, 33], "46015632": 0, "46084441": 29, "46151512e": 14, "46205275489156605": 20, "46217301e": 5, "46221445": 18, "463": [1, 24], "46410162j": 21, "464362": 30, "46464646": 22, "466": 31, "467": 13, "46826356": 1, "46833281366552": 24, "46839641": 1, "46932645": 1, "46959618248998036": 13, "469e": 17, "47": [11, 13, 28, 30, 31, 32, 33], "470014715": 14, "47031754": 29, "470e": [23, 26], "47190048": 29, "472": 1, "472045608184835": 34, "47342567e": 14, "4734642": 18, "473e": 23, "47474747": 22, "4758979742813436": 23, "475b": 2, "47734592e": 14, "47764873": 14, "48": [5, 13, 15, 25, 31, 32, 33, 39], "480000": 11, "480398336": 6, "48273508e": 14, "48293800e": 30, "482e": 34, "48332195": 14, "48484840e": 30, "48484848": 22, "48484848e": 30, "48516727e": 11, "48622952e": 14, "488": 13, "48889178e": 14, "48e": [1, 30], "48j": 5, "49": [0, 6, 11, 30, 31], "49012e": [2, 12], "490e": 23, "4912984000626383e": 24, "49131361": 25, "49182469": 2, "49244192": 18, "49433000e": 14, "49439233": 19, "49453733": 5, "49494949": 22, "495": 3, "49504067e": 14, "4953129860305366": 11, "498": 30, "49844745e": 30, "499": 13, "4999998": 28, "4999999999": 28, "49e4": [6, 21], "4e": [1, 30], "4f": [13, 15, 16, 20, 24, 31], "4g": 13, "4h_2o": 13, "4pt": 6, "4th": 13, "4x": [6, 7], "5": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39], "50": [1, 2, 5, 6, 9, 11, 13, 15, 16, 18, 20, 22, 23, 27, 28, 30, 31, 32, 33, 34], "500": [2, 6, 7, 13, 19, 27, 32, 33], "5000": [2, 9, 11, 13, 24, 27, 30], "500000000000002": 13, "50000000e": 14, "50000e": 30, "50005162": 19, "5001": 27, "50016": 14, "50050952e": 21, "500e": 17, "500k": 13, "50115890e": 14, "50119988e": 5, "50334979": 14, "50505051": 22, "50508075": 0, "5057": 11, "5061913303232849": 11, "50619449e": 30, "506e": 17, "50898336e": 14, "50j": 5, "51": [11, 13, 30], "51100484": 14, "51260786e": 14, "51336017": 27, "514": 2, "514112836825973": 11, "515": 2, "51515152": 22, "516": 2, "5161": 30, "51652239626604": 20, "517": 2, "518394352": 0, "51939197": 18, "52": [1, 23, 24, 30, 39], "52069063": 18, "521": 13, "5218875824868201": 23, "5224": 13, "5234375": 16, "524312896405919": 3, "52517499e": 14, "52525253": 22, "527": 13, "5271": 13, "528": 13, "52879944409127": 11, "529": 13, "53": [5, 8, 11, 13, 16, 26, 27, 30, 39], "530": 13, "53063574e": 14, "531": 13, "5312499999999987": 6, "531991878384006": 6, "532": 13, "533": 13, "53327946": 6, "534480": 13, "5348867187457242e": 30, "534e": 24, "53535354": 22, "53632987": 29, "5372893": 29, "53813521": 14, "53847": 2, "54": [1, 11, 30], "541": 13, "544": 30, "54436094": 14, "54497691": 13, "545": 13, "54545455": 22, "546": 3, "547": 13, "54700196e": 5, "5478": 13, "5480": [1, 24], "54898106e": 14, "548e": 34, "54965507e": 14, "54e": 16, "55": [3, 10, 13, 18, 24, 30, 34, 37, 39], "550": 9, "550k": 13, "5512": [1, 6], "55133034": 27, "55266300e": 14, "552e": 23, "55331714e": 14, "553716061": 14, "553e": 24, "55555556": 22, "556": 13, "55633319": 29, "557e": 34, "559": 7, "55905648": 1, "5594238377522345": 13, "56": [0, 1, 5, 13, 24, 30, 31], "560000": 11, "56006312": 29, "561": [31, 32, 33], "56100e": 30, "56120872": 23, "562": [31, 32, 33], "56250e": 30, "563": [31, 32, 33], "5630033628012618": 13, "5630113483142608": 13, "56328585": 18, "563e": 0, "565": [31, 32, 33], "56565657": 22, "566": [31, 32, 33], "5660161": 29, "56666667": 28, "566688": 30, "567": [31, 32, 33], "56735137": 23, "5673513747965597": 23, "56759": 13, "56761491e": 14, "5692659": 0, "57": [5, 13, 28, 30, 39], "570000": 11, "57021389": 1, "5707963267948966": 0, "57084178e": 14, "5714285714285714": 23, "57198376e": 14, "571e": 0, "57233217": 1, "573": 31, "574": 30, "575221": 3, "57575758": 22, "57575758e": 30, "57771705": 14, "57773162": 5, "5793": 30, "58": [13, 30, 39], "580": 13, "58113883": 18, "5832776": 14, "5837456060607": 7, "583e": 34, "58529732": 28, "58585859": 22, "5879661186615786e": 22, "588325653": 14, "58893455": 1, "58e": 13, "59": [5, 13, 16, 30], "59059092e": 14, "59141447": 1, "59237": 12, "59341303": 1, "59555671e": 14, "5959596": 22, "59747475e": 30, "5977615": 19, "59792994": 1, "5996022": 5, "5e": 13, "5e13": 6, "5x": 7, "6": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42], "60": [5, 8, 11, 12, 13, 16, 24, 26, 30], "600": 13, "6000": 9, "60000e": 30, "600e": 34, "60207133": 19, "60286812": 13, "6032": [1, 30], "604": 13, "605": 27, "6052": 3, "606": 27, "6060": 13, "60606061": 22, "60608174": 21, "6065": 3, "607": 27, "6075": 13, "608": 27, "609": 27, "6094": 3, "6098177": 14, "60j": 5, "60y": [8, 26], "61": [13, 30], "611": 20, "61107316": 14, "61141827": 0, "612": 20, "6131044728864088": 25, "613987753472": 6, "61532928e": 6, "6155e": [1, 30], "61616162": 22, "61678631": 29, "61795485": 16, "618": 16, "6180105030251086": 11, "619": 30, "61900058": 29, "61910374e": 6, "62": [8, 13, 26, 30], "62079277e": 30, "62100654e": 11, "62105057e": 6, "62222295e": 14, "62366445": 1, "624": 17, "62434616e": 30, "624999538349": 26, "625": 20, "62526515484863": 13, "62626263": 22, "6267447708446054": 1, "6271": 1, "629": 1, "63": [7, 13, 14, 30], "63016717": 5, "63030812099294896": 6, "63107822410148": 3, "6315": [8, 26], "632e": 13, "6348443621705666": 11, "6351811278100286e": 2, "6358": 1, "63636364": 22, "63677968e": 19, "637545217": 14, "6379999999999981": 13, "63875604": 14, "638e": 26, "63994657": 5, "639e": 24, "64": [13, 30, 31], "640x480": 13, "64330352": 0, "64363": 30, "64442926": 14, "64462519e": 14, "645651": 30, "64646465": 22, "64695817": 18, "646e": 24, "6472": 1, "647e": 24, "64872127070013": 6, "6492": 1, "64bit": [10, 37], "65": [3, 5, 13, 16, 26, 30], "6504913306781755e": 16, "65454727": 1, "65598207645877": 20, "65656566": 22, "65656566e": 30, "656e": 24, "65785007e": 14, "66": [13, 30], "66000": [11, 13], "66061764e": 14, "66115630e": 14, "66133814775094e": 5, "66137439": 0, "66392522": 29, "663e": 34, "66453526e": 5, "6666666666666666": [0, 15], "666666666666667": 0, "6666666666666674": 16, "66666667": 22, "66666667e": 15, "6667": [6, 15], "667e": [15, 29], "66871187e": 17, "66871188e": 17, "668e": 17, "66942207e": 17, "67": [11, 13, 39], "671301": 13, "671e": 34, "67211215": 14, "67215554e": 14, "67216743e": 14, "67392305e": 30, "674e": 23, "675": 3, "67613": 30, "6764763125625435": 31, "67676768": 22, "67705098": 18, "678": [14, 30], "679": [6, 13, 21], "68": [11, 13], "68011436": 1, "680e": 34, "683": [6, 14, 21], "68612694e": 30, "68619": 13, "68686869": 22, "69": [13, 20], "691": 30, "69137": 13, "693": 13, "69314718": 20, "6931471805599453": 20, "6931471805599456": 20, "69542539e": 30, "69545455e": 30, "69696954e": 30, "6969697": 22, "69696970e": 30, "6981317": 0, "6d": 30, "6th": [7, 38], "6x": 7, "7": [0, 1, 2, 5, 6, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 39], "70": [2, 13, 30], "700": [9, 13, 30], "70000e": 30, "70084958": 16, "701": 16, "70192769": 1, "7029730713441298": 11, "7035": 1, "7038": 30, "704760322": 14, "70546826": 14, "70707071": 22, "70710678": [2, 6, 8], "707974": 13, "708837666": 14, "70936523": 0, "70e": [1, 30], "71": [1, 5, 13, 24, 28, 30], "71000000000001": 5, "71108947e": 14, "71144196": 18, "71164629e": 14, "7160": [1, 6], "7163": 13, "71717172": 22, "718281828459045": 0, "71933440e": 6, "7199554861056": 6, "72": [5, 13, 28, 31], "72108844": 28, "72167715840": 6, "7236544062149992": 11, "723e": 24, "7252145572003386": 13, "72727273": 22, "72j": 5, "73": [5, 6, 21, 30], "73191444": 17, "73205081": 27, "732e": 17, "734723475976807e": 7, "73737374": 22, "73760167e": 14, "73863375370596": 20, "738633753705965": 20, "738633791430882": 20, "738633804496054": 20, "73882436": 14, "73961882": 5, "73j": 5, "74": [2, 20, 39], "740219034714983": 20, "7407944": 1, "742e": 24, "74532925": 0, "7453292519943295": 0, "746e": 24, "74712714e": 20, "74747475": 22, "74798389e": 14, "74895299e": 30, "748997392381676": 11, "749": 11, "74941638": 29, "75": [5, 6, 8, 13, 17, 18, 26, 29, 30], "75003904e": 6, "75011061e": 20, "751e": 24, "75209239e": 5, "75234941e": 14, "753": 31, "75388776": 29, "75459634e": 14, "754e": 0, "756111184500": 6, "75757576": 22, "75785285e": 30, "759689": 29, "75j": 5, "76": [13, 30, 39], "760": 13, "76103205": 34, "76391400152738": 20, "76511544": 11, "76604444": 0, "76643716": 29, "7671162238028324": 1, "76767677": 22, "768e": 34, "769292354251341": 20, "76929656115579": 20, "77": [2, 5, 13], "77020888": 25, "7707987": 34, "770e": 0, "77147e": 30, "771715812062107": 20, "77218047": 14, "772874": 13, "773159728050814e": 16, "7733539398046005": 6, "7733541052278312": 6, "7733541062373446": 6, "7733541062373843": 6, "773e": 13, "77629474221368": 13, "77635684e": 13, "776e": 0, "77777778": 22, "778e": 34, "77920006547463": 13, "7798889": 14, "78": [0, 6, 11, 13], "780": [10, 37], "782": 13, "783": [1, 24, 30], "78348677": 29, "78382253": 1, "783e": 34, "78787879": 22, "788541753": 14, "78957013": 0, "79": [0, 6, 13, 20, 30, 39], "79056942": 18, "7907650725827731": 21, "79175229e": 30, "7925268": 0, "792e": 34, "79326904": 19, "793435": 13, "7950016288086892": 0, "795e": 34, "79789203": 18, "7979798": 22, "79803115": 18, "79809363": 18, "7981403392675809": 13, "79883362": 18, "79895061": 19, "79907064": 18, "79923755": 18, "79926913": 18, "79946213": 18, "799504121233703": 11, "79951776": 18, "79966799": 18, "79975191": 18, "79979238": 18, "79986336": 14, "79986591": 18, "7e": 13, "8": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 38], "80": [5, 13, 17, 27, 30, 33], "800": 9, "80017452e": 30, "80026888": 18, "80048488": 18, "80049314": 18, "80056815": 18, "80069907": 18, "80070447": 18, "80077275": 18, "8012632": 18, "80131159": 18, "80140733": 18, "80143985e": 5, "80159464": 18, "80171624": 18, "80193034": 18, "80203193": 18, "8023e": [1, 30], "80245462": 18, "80249061": 18, "80277564": 18, "80316002": 18, "80348781": 18, "8037811822645051392": 6, "8037811822645051776": 6, "80478864": 18, "80520558": 18, "80553658": 14, "80628913": 18, "806564732889672": 11, "8075100000000082": 25, "80808081": 22, "80818399": 18, "80851200e": 6, "809046578": 14, "81": [13, 30], "81311318": 18, "81473398": 0, "81572909": 18, "81698638": 18, "81818182": 22, "81818182e": 30, "82": [1, 7, 13, 24, 28, 30, 37, 38, 42], "820": 11, "820987": 18, "82255345": 11, "826": 13, "82630199": 18, "8264": 13, "82656126e": 14, "826e": 25, "827499940822171": 11, "82828283": 22, "8291999504602496": 20, "83": [1, 5, 7, 13, 24, 30, 37, 38, 42], "830": 13, "83025906": 0, "8304": 13, "83054458": 29, "830e": 34, "83159721": 29, "83177174": 18, "832514": 13, "83321947": 14, "83333333": 18, "8333333333333333": 18, "83577573": 0, "838250": 6, "838251": 6, "83838384": 22, "83871313": 18, "838e": 34, "83j": 5, "84": [1, 5, 7, 13, 24, 37, 38, 42], "84000260e": 14, "84070253e": 14, "84147098": 14, "84168074": 29, "841e": 34, "84203854": 18, "8421709430404007e": 20, "84257219": 29, "84320000e": 6, "843280888": 14, "84377137e": 30, "84580927e": 14, "84592537e": 22, "84742803e": 5, "84752295": 18, "84848485": 22, "84897799": 29, "84j": 5, "85": [1, 5, 7, 11, 13, 24, 30, 37, 38, 42], "851e": [0, 24], "85294056": 29, "8547619360717147": 27, "855326": 13, "856765187": 14, "85692514": 18, "85858586": 22, "85j": 5, "86": [1, 7, 8, 11, 24, 30, 37, 38, 42], "860": 13, "861e": 34, "86379487": 1, "865": 30, "86532742e": 14, "86592014e": 34, "86630709e": 14, "8665258494365844e": 20, "86657557": 14, "86669879e": 11, "86683456": 17, "86796457": 18, "867e": 24, "86868687": 22, "869604401089358": 6, "87": [11, 26, 30], "87012987e": 30, "87169103": 27, "872205571": 14, "872657663724665": 11, "87371169": 0, "874192746384855": 13, "875": 13, "8752948036761600000": 6, "87547709e": 30, "87552988": 18, "87631636": 18, "87740287": 0, "87878788": 22, "879999999999999": 20, "88": [8, 13], "88027133": 29, "8810": 13, "88155125": 1, "882": 13, "88280938": 0, "882e": 13, "884": 1, "88430": 13, "88495284": 11, "88535596": 13, "8853559627351465": 13, "88700819020977": 34, "88888889": 22, "89": [2, 39], "89216084e": 14, "89261489": 29, "8933169": 27, "89396718": 0, "89410": 13, "895": 13, "89545773e": 19, "895e": 13, "89663872": 19, "89816457e": 14, "89824000e": 6, "8989690721649484": 20, "8989899": 22, "89993168": 14, "8x": 21, "8y": 6, "9": [0, 1, 2, 3, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42], "90": [5, 9, 13, 27, 30], "900": 13, "9000": 13, "9007423896796354e": 22, "90138771133189": 0, "90138782": 18, "90194032": 19, "90303030e": 30, "90321075": 0, "9032e": [1, 30], "90330352e": 14, "9044796": 1, "90490e": 30, "9056": 0, "906177281": 14, "90625e": 30, "90909091": 22, "90929743": 14, "90j": 5, "91": [13, 25, 30], "91475559": 6, "91874777": 29, "91919192": 22, "92": 30, "920": 11, "92013158": 14, "9219136430763581": 11, "923244909010131": 11, "924": 30, "9285595695281881": 20, "92929293": 22, "93": [13, 16, 30, 39], "9301404382402625": 11, "93280000e": 6, "93328779": 14, "938": 13, "93889390e": 19, "93939394": 22, "93969262": 0, "93kutta_method": 17, "94": [5, 11, 13, 30], "940": 30, "940087050183678": 11, "942": [1, 13], "9439999999999995": 20, "94584556": 34, "94595947": 34, "94628672": 6, "94724136e": 14, "94724155e": 14, "94724204e": 14, "94784176e": 14, "948387": 13, "9486050757322071": 11, "94949495": 22, "94j": 5, "95": [1, 2, 11, 13, 24, 30, 40], "950": 27, "95328325": 6, "95396512": 24, "958154": 3, "95959596": 22, "96": [1, 26, 30, 39], "960594732333751e": 0, "960758701245243": 26, "960758701630095": 26, "960758701630144": 26, "96097068": 14, "960e": 29, "963": 30, "965": 30, "96664389": 14, "967139665561225": 1, "9680e": [1, 30], "96830e": 30, "96966389e": 30, "96969697": 22, "97": [5, 30, 39], "97278072": 34, "9728254": 1, "97338022e": 14, "97532877e": 6, "97846320e": 30, "97979798": 22, "98": [5, 28, 30, 39], "980797": 13, "982": 13, "9828564662535015": 20, "9838819479373777": 11, "983e": 24, "9854448": 24, "98712369": 19, "98989899": 22, "98e": [1, 30], "99": [5, 30, 31], "99041304": 6, "99092135": 6, "991276533834524": 17, "99149259": 5, "992": 13, "993": 13, "9932317910802477": 11, "9937154117977646": 11, "9937219694072356": 11, "99432678": 14, "995": 13, "996": 13, "996012819169536": 16, "9969": 13, "997": 13, "99735": 13, "998": 13, "999": 13, "99902596e": 30, "99902597e": 30, "99935583": 6, "99980929": 6, "999838223738076": 17, "9999869672459537": [1, 30], "99998925": 6, "9999934070923728": 6, "999993407092373": 6, "9999983517708524": 6, "9999994300847312": 17, "99999959": 29, "9999997051127": 20, "99999978": 29, "999999886950595": 2, "9999999": [28, 29], "99999994": 29, "9999999623352622": 2, "99999998": 6, "999999999942188": 26, "9999999999999": 20, "999999999999993": 5, "999999999999998": 29, "9999999999999984": 16, "999999999999999": 15, "9999999999999998": 6, "9999999999999999": [6, 29], "9th": [2, 5, 27], "A": [0, 1, 4, 5, 7, 8, 9, 10, 11, 13, 15, 16, 17, 18, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 40], "And": [0, 2, 13, 15, 16, 17, 19, 20, 27, 28, 34], "As": [0, 6, 10, 11, 12, 13, 16, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34], "At": [2, 7, 13, 16, 18, 21, 22, 23, 24, 25, 28, 32], "Being": 11, "But": [5, 7, 12, 20, 25, 26], "By": [2, 13, 16, 17, 20, 23, 24, 36], "For": [0, 1, 2, 3, 6, 7, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34], "If": [0, 2, 3, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "In": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42], "It": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 43], "Its": 27, "Near": 6, "No": [1, 7, 10, 11, 12, 13, 24, 37, 38, 42], "Not": [16, 23, 25, 27, 34], "Of": [0, 2, 9, 13, 29, 41], "On": [13, 23, 30], "One": [0, 2, 6, 10, 11, 13, 17, 18, 19, 20, 21, 23, 25, 27, 28, 30, 31, 32, 33, 34], "Or": [0, 5, 15, 22, 28], "That": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 17, 18, 19, 20, 24, 25, 26, 28, 31, 32, 33, 34], "The": [0, 1, 2, 7, 8, 10, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 38, 40], "Then": [0, 2, 7, 10, 11, 12, 13, 17, 18, 20, 21, 22, 23, 29, 30, 31, 32, 33], "There": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 38, 43], "These": [2, 4, 5, 6, 7, 10, 11, 13, 14, 16, 17, 18, 20, 22, 23, 24, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 42], "To": [0, 1, 2, 5, 6, 7, 8, 14, 15, 16, 17, 18, 19, 20, 23, 24, 26, 27, 28, 29, 30, 31, 32, 34, 38], "With": [0, 1, 6, 7, 9, 10, 13, 16, 17, 21, 25, 28, 29, 30, 34], "_": [2, 13, 17, 24, 32, 33], "_0": [7, 31], "_1": [2, 31], "_2": [2, 15, 30], "_____________": 6, "__enter__": 10, "__exit__": 2, "__expired_attributes__": [6, 16, 28], "__format__": [0, 15], "__former_attrs__": [6, 16, 28], "__future__": [31, 32, 33], "__getattr__": [6, 16, 28, 31, 32, 33], "__init__": [0, 1, 6, 7, 16, 22, 24, 28, 31, 32, 33, 37, 38, 42], "__main__": 26, "__name__": [31, 32, 33], "__repr__": 0, "__str__": 0, "__version__": 37, "_a": 15, "_check_func": [2, 13, 31], "_core": 13, "_datasourc": 13, "_fig": 2, "_file_open": 13, "_flapack": 5, "_frame": 2, "_fsolv": 12, "_function_base_impl": 2, "_generatorcontextmanag": [2, 10], "_init_draw": 2, "_is_sav": 2, "_lam": 31, "_lambda": [31, 34], "_linalg": 27, "_make_jvp": [31, 32, 33], "_make_vjp": [31, 32, 33], "_minpack_pi": [2, 13, 31], "_modified_open": 13, "_msg": 2, "_npyio_impl": 13, "_odeint": 12, "_odepack": 2, "_odepack_pi": 2, "_polynomial_impl": 13, "_raise_linalgerror_singular": 27, "_read": 13, "_root_hybr": [2, 13, 31], "_setattr_cm": 2, "_t": 31, "_umath_linalg": 27, "_unknown_vari": 40, "_wrapped_func": [2, 13, 31], "_xr": 31, "_yr": 31, "a0": [12, 13, 16, 20, 24, 31], "a1": [3, 13, 27], "a10": 13, "a11": 13, "a12": 13, "a13": 13, "a2": [3, 13], "a20": 13, "a21": 13, "a22": 13, "a23": 13, "a3": 13, "a60": 6, "a_": [13, 29, 30], "a_0": [29, 32], "a_1": [29, 32], "a_2": [29, 32], "a_b": 13, "a_i": [13, 28], "a_ib_i": 5, "a_j": 13, "a_mu": 11, "a_n": 32, "a_p": 13, "a_sigma": 11, "aa": [1, 21], "ab": [2, 5, 11, 13, 18, 19, 20, 22, 23, 25, 27, 30, 31, 34], "abel": 8, "aberichard": 2, "abil": [1, 22, 23, 28], "abl": [2, 6, 10, 12, 13, 15, 22, 33, 34, 36], "about": [0, 2, 3, 6, 7, 11, 13, 14, 16, 18, 19, 20, 22, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39, 43], "abov": [0, 1, 2, 3, 5, 6, 8, 11, 12, 13, 15, 16, 17, 20, 21, 24, 25, 27, 28, 29, 31, 32, 34], "abracadabra": 10, "abserr": 13, "absolut": [5, 6, 11, 12, 13, 21, 24, 30, 31], "absolute_import": [31, 32, 33], "abstractmoviewrit": 2, "acc": 13, "access": [0, 13, 14, 15, 17, 31, 32], "accommod": [26, 32], "accompani": 40, "accomplish": [10, 19], "accord": [5, 6, 16], "accordingli": [15, 25], "account": [1, 11, 13, 24, 30, 40], "accumul": [16, 17, 24], "accur": [2, 3, 6, 7, 13, 16, 17, 20, 22, 25, 38], "accuraci": [2, 3, 6, 8, 13, 15, 17, 22, 23, 25], "aceton": 13, "acetone_": 13, "achiev": [0, 2, 3, 6, 13, 16, 17, 18, 25, 28, 34], "acm": 6, "acr": [8, 26], "across": [0, 13], "act": [6, 15], "acta": 6, "action": 20, "activ": [13, 32, 34], "actual": [0, 1, 2, 3, 5, 6, 10, 11, 13, 15, 22, 23, 34, 38], "ad": [5, 11, 27, 30], "adam": [32, 33], "adap": [2, 13], "adapt": [2, 6, 7, 8, 11, 13, 16, 17, 20, 21, 22, 25, 29, 31, 32, 36], "add": [0, 2, 5, 6, 7, 9, 10, 12, 13, 14, 15, 22, 27, 28, 30, 32, 34], "add_subplot": [1, 2, 8, 9, 13], "addendum": 0, "addit": [0, 1, 6, 8, 10, 12, 13, 20, 30, 34, 35], "addition": 18, "address": [3, 13, 17], "adjac": 11, "adjust": [1, 2, 9, 34], "admit": 0, "admittedli": [5, 32], "advanc": [2, 5, 8, 10, 16, 17, 20, 27, 31, 32], "advantag": [2, 6, 7, 13, 17, 26, 28, 31], "advis": 16, "aeq": 13, "aero": 9, "aerospac": 9, "affect": [11, 13, 15, 17, 25, 30, 32], "african": 9, "after": [0, 2, 8, 10, 11, 12, 13, 15, 16, 17, 19, 24, 26, 28, 30, 31, 32, 34], "afterward": [9, 10], "ag": 43, "again": [2, 8, 10, 11, 12, 18, 19, 20, 22, 23, 24, 26, 28, 30, 32], "against": [5, 11, 19], "ago": [4, 31], "agre": [2, 13, 16, 23], "agreement": [2, 13, 17], "ahead": 6, "aim": [13, 19, 25], "ainv": 27, "air": [9, 13], "al": 13, "al_": 13, "alabama": 9, "alert": 10, "algebra": [0, 6, 11, 14, 17, 21, 22, 23, 24, 29, 30, 39, 43], "algorithm": [2, 13, 16, 17, 20, 22, 25, 26, 28, 30, 32, 36], "alia": [0, 2, 5, 6, 28], "alias": [6, 28], "alic": 9, "aliceblu": 9, "align": [0, 5, 7, 21], "alist": 14, "alizarin": 9, "all": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "all_anim": 2, "all_answ": 21, "all_coeff": 6, "allax": 9, "allclos": [22, 27, 29, 31, 34], "alloi": [9, 13], "allow": [0, 2, 5, 6, 9, 13, 15, 16, 17, 26, 27, 28, 29, 31, 32, 33, 34, 40], "almond": 9, "almost": [0, 8, 9, 13, 14, 23, 30, 32], "along": [2, 13, 14, 31, 36], "alot": 6, "alpha": [1, 2, 6, 9, 11, 12, 13, 22, 24, 30, 32, 33, 34, 40], "alpha0": 12, "alreadi": [0, 6, 7, 16, 20, 36], "also": [0, 1, 2, 3, 5, 6, 9, 10, 11, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41, 43], "altern": [0, 1, 5, 6, 9, 10, 11, 12, 13, 15, 16, 18, 19, 21, 22, 23, 25, 28, 30, 34, 41], "although": [0, 2, 6, 12, 13, 16, 29, 30, 31, 32, 34], "alwai": [0, 2, 3, 6, 10, 13, 14, 15, 16, 17, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 34], "am": [6, 11, 12, 31, 38], "amaranth": 9, "amaz": 11, "amazon": 9, "amber": 9, "ambient": 11, "ambientt": 11, "american": 9, "amethyst": 9, "ami": 15, "amin": 1, "among": 34, "amount": [7, 8, 11, 26, 30, 36], "an": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 27, 28, 29, 32, 33, 36, 38, 40, 41], "anaconda": 24, "anal": 13, "anali": 6, "analog": [0, 21], "analysi": [0, 3, 5, 10, 13, 16, 23, 24, 25, 26, 27, 28, 29, 30, 32, 34, 39, 43], "analyt": [2, 7, 8, 11, 13, 14, 16, 17, 19, 20, 23, 25, 30, 31, 32, 33], "analyz": [0, 16], "android": 9, "angl": [2, 9], "anglea": 9, "angleb": 9, "angular": 2, "ani": [0, 1, 2, 4, 5, 6, 7, 10, 11, 13, 14, 15, 18, 19, 20, 22, 24, 27, 28, 30, 31, 32, 34, 41], "anim": [2, 16], "anonym": [0, 2], "anoth": [0, 6, 7, 9, 10, 12, 13, 15, 16, 18, 19, 20, 21, 22, 25, 27, 30, 31, 38], "anp": [31, 32, 33], "answer": [0, 1, 2, 3, 6, 7, 8, 10, 11, 12, 13, 16, 20, 23, 24, 26, 28, 31, 38], "anti": 9, "anticip": [22, 31, 32, 34], "antiqu": 9, "antiquewhit": 9, "antoin": [0, 13], "antoine_data": [10, 13], "antoine_databas": 10, "anymor": 34, "anyon": 40, "anyth": [0, 9, 13, 14, 15, 18, 24, 26, 28, 29, 32, 34], "ao": [7, 9], "ap": [11, 24], "apart": 6, "api": 30, "appar": [11, 12, 22], "appeal": 13, "appear": [1, 2, 6, 11, 12, 13, 19, 32], "append": 2, "append_imag": 2, "appendix": 13, "appl": [9, 15], "apples_remain": 15, "appli": [7, 10, 11, 13, 21, 22, 23, 25, 30], "applic": [2, 6, 11, 13, 21, 27, 33, 39, 43], "approach": [0, 1, 3, 6, 7, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 28, 29, 30, 31, 32, 34, 41, 43], "appropri": [2, 6, 8, 13, 14, 16, 19, 24, 26, 30], "approx": [2, 6, 22, 24, 28, 34], "approx_v": 16, "approxim": [0, 2, 3, 7, 8, 11, 13, 15, 16, 17, 18, 20, 22, 25, 28, 31, 32, 34], "apricot": 9, "aqua": 9, "aquamarin": 9, "ar": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 42, 43], "arang": [1, 6, 27, 33], "arb": 13, "arbitrari": [0, 10, 11, 13, 40], "arbitrarili": 10, "architectur": [10, 37], "archiv": [2, 6], "area": [6, 9, 16, 26, 43], "area1": 13, "area2": 13, "area_sid": 26, "area_top": 26, "aren": 32, "arg": [0, 1, 2, 10, 11, 12, 13, 17, 20, 23, 24, 26, 30, 31, 32, 33, 40], "argmax": 9, "argmin": [23, 24], "argnam": [2, 13, 31], "argsort": 29, "argu": [11, 23], "argument": [0, 2, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 19, 20, 23, 24, 25, 26, 31, 32, 40], "ari": 13, "arial": 9, "aris": [16, 27], "arizona": 2, "armi": 9, "around": [0, 2, 4, 13, 14, 16, 17, 18, 20, 23, 24, 26], "arr": [13, 17], "arrai": [1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 38, 40], "arrang": 10, "array_lik": 40, "arriv": [2, 17, 24], "arrow": [9, 18], "arrowprop": 9, "arrowstyl": 9, "arsen": 9, "art": [13, 32], "artefact": 6, "artform": 9, "artifact": [5, 6], "arylid": 9, "asanyarrai": [2, 13, 31, 32, 33], "asarrai": 6, "ash": 9, "ask": [6, 11, 13, 17, 24, 26], "asparagu": 9, "aspect": 26, "aspx": 11, "assess": [11, 19, 20, 26], "assign": [13, 15, 17, 20, 26], "associ": [7, 25, 30], "assum": [1, 2, 3, 6, 11, 12, 13, 14, 16, 19, 21, 22, 24, 28, 30, 31, 34, 36], "assumpt": [13, 28, 34], "astyp": [27, 28], "asym_peak": 13, "asymmetr": [13, 25], "asymptot": [24, 25], "atleast_1d": [2, 13, 31], "atm": 13, "atol": [2, 12, 17, 22], "atom": 9, "atomic_mass": 13, "attent": 15, "attr": [6, 16, 28, 31, 32, 33], "attribut": [0, 6, 11, 13, 16, 17, 19, 27, 28, 31, 32, 33], "attributeerror": [6, 16, 28, 31, 32, 33], "au": 9, "auburn": 9, "augment": [14, 27, 31, 43], "aureolin": 9, "aurometalsauru": 9, "author": 11, "auto": [9, 31], "autograd": [32, 33, 39], "autom": [31, 32, 34], "automat": [0, 7, 10, 11, 13, 14, 20, 25, 32, 34, 43], "avail": [0, 4, 8, 9, 11, 13, 14, 17, 23, 26, 29], "averag": [8, 13, 17, 24, 25, 26, 30, 34], "avg_x": [11, 24], "avocado": 9, "avogadro": 0, "avoid": [2, 6, 10, 12, 13, 23, 28, 30, 32, 33, 34, 43], "awai": [6, 7, 13, 17, 24, 31, 34], "await": [8, 26], "awar": 29, "awiggl": 27, "ax": [1, 2, 5, 8, 9, 13, 27], "ax1": [9, 11], "ax2": [9, 11], "ax3": 11, "axhlin": 20, "axi": [2, 8, 14, 19, 20, 21, 22, 30, 31, 32, 33], "axvlin": [20, 24, 25, 26, 30], "az1109": [10, 37], "azim": 2, "azur": [9, 10, 37], "b": [0, 1, 2, 5, 6, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 40, 42], "b0": [1, 13, 24, 30, 31, 32], "b00": 32, "b01": 32, "b02": 32, "b1": [1, 30, 32], "b2": [1, 30], "b3": [1, 30], "b4": [1, 30], "b_": 13, "b_0": [24, 31], "b_i": 28, "b_mu": 11, "b_sigma": 11, "ba": 18, "babi": 9, "back": [0, 4, 10, 12, 15, 16, 17, 20, 22, 29, 30, 31, 32], "background": 10, "backslash": 24, "backward": [2, 6, 13], "bad": [2, 6, 7, 12, 13, 22, 30, 32, 34], "baker": 9, "balanc": [2, 11, 16, 18, 23, 27, 28, 30], "ball": 9, "banana": 9, "band": [2, 5, 12, 13, 31], "bar": 9, "barbi": 9, "bare": 13, "barn": 9, "barrier": 2, "base": [1, 2, 5, 6, 10, 11, 14, 22, 28, 29, 30, 32, 34, 40], "base10": 0, "baselin": 13, "basi": [5, 6, 13, 16, 32], "basic": [1, 5, 6, 13, 15, 17, 20, 23, 30, 31, 39, 43], "batch": [2, 6], "battleship": 9, "bayesian": 40, "bayesian_information_criterion": 40, "bazaar": 9, "bbox_to_anchor": [2, 19], "bc": [22, 28], "be052320": 12, "bean": 9, "beau": 9, "beauti": [9, 16, 23], "beaver": 9, "becaus": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34], "becom": [0, 6, 13, 19, 23, 30, 32, 33], "been": [2, 4, 5, 6, 9, 11, 13, 15, 16, 19, 24, 28, 31, 32, 43], "befor": [0, 2, 3, 9, 10, 12, 13, 14, 16, 17, 18, 20, 22, 26, 30, 31, 32, 33, 34], "begin": [0, 2, 5, 6, 7, 13, 15, 17, 19, 21, 22, 25, 28, 29, 30], "beginn": [1, 7, 24, 37, 39, 42, 43], "behav": [2, 3, 7, 16, 20, 28], "behavior": [2, 5, 6, 13, 15, 18, 19, 28, 30, 32, 33, 34, 38], "behind": [2, 17, 20, 29, 34], "beig": 9, "being": [6, 13, 21, 25, 30], "believ": [5, 25], "bell": 9, "below": [1, 6, 7, 11, 13, 15, 16, 17, 24, 28, 43], "below_end": 16, "benchmark": 6, "benefit": [11, 16, 17, 25, 30, 34], "benzen": [0, 13], "beq": 13, "besid": 6, "bessel": [7, 14], "besselfunct": 7, "besselj": 2, "best": [0, 1, 2, 3, 6, 7, 8, 9, 11, 13, 15, 17, 24, 28, 30, 31, 34], "bet": 11, "beta": [1, 2, 11, 22, 30], "better": [0, 2, 4, 6, 8, 11, 13, 14, 16, 20, 23, 25, 26, 28, 30, 31, 33], "between": [0, 1, 2, 3, 5, 10, 11, 13, 16, 19, 20, 22, 24, 25, 30, 31, 33, 34], "bexit": 18, "beyond": [32, 34], "bf": [5, 13], "bi": 7, "bia": [32, 33], "bias": [32, 33], "bic": 40, "big": [1, 2, 9, 10, 28], "bigg": 2, "biggest": 31, "bill": 9, "bin": [10, 11, 24], "bint": 40, "biochem": 13, "biomedicalcomputationreview": 6, "biot": 7, "birch": 1, "bisect": 2, "bisqu": 9, "bistr": 9, "bit": [5, 6, 13, 31], "bitrat": 2, "bitter": 9, "bittersweet": 9, "black": [9, 31], "blanch": 9, "blanchedalmond": 9, "blast": 9, "bleu": 9, "blindli": 3, "blist": 14, "blit": 2, "blizzard": 9, "block": [2, 10, 12, 14, 15, 32], "blog": [6, 10, 39], "blond": 9, "blossom": 9, "blue": [0, 3, 13, 16], "blueberri": 9, "bluebonnet": 9, "blueviolet": 9, "blush": 9, "bni": 13, "bo": [1, 2, 3, 8, 13, 16, 17, 19, 24, 25, 29, 30, 33, 34], "bob": 15, "bod": 25, "bodi": [15, 16, 26], "boi": 9, "bold": [9, 15], "bole": 9, "bond": 9, "bondi": 9, "bone": 9, "book": [0, 4, 10, 16, 31, 37, 39], "bool": 2, "boolean": 0, "boom": [10, 18], "boston": 9, "both": [2, 3, 6, 7, 9, 11, 12, 13, 14, 17, 18, 21, 22, 24, 26, 28, 29, 30, 31, 38], "bottl": 9, "bottom": [13, 26, 29], "bounc": 20, "bound": [1, 3, 13, 16, 40], "boundari": [13, 21, 27, 43], "bounds_error": [3, 29], "box": [0, 19, 31], "boysenberri": 9, "bp": [1, 13, 24, 31], "br": [5, 28], "br2": [5, 28], "bracket": [0, 2, 13, 15, 19, 21, 26], "brainless": 6, "branch": 10, "brandei": 9, "brang": 1, "brass": 9, "break": [2, 5, 10, 13, 15, 17, 19, 20, 23, 32, 33], "brick": 9, "bridg": 9, "brief": [9, 17], "briefli": [28, 34], "bright": 9, "brilliant": 9, "brink": 9, "british": 9, "broad": [11, 14, 26, 31], "broadcast": [5, 27, 34], "broken": 13, "bromin": [5, 28], "bronz": 9, "brown": [0, 9], "browser": [14, 15], "brunswick": 9, "bubbl": 9, "bubpnt": 13, "bud": 9, "buff": 9, "bug": [36, 43], "bui": 43, "build": [4, 6, 14, 24, 29, 32, 33, 34, 37, 43], "built": [5, 34], "builtin": [2, 6, 10, 13, 28, 31, 32, 33], "bulgarian": 9, "bulk": [13, 24], "bullet": 15, "bunch": 11, "burden": 7, "burgundi": 9, "buri": 6, "burlywood": 9, "burnt": 9, "bushel": [8, 26], "bust": 18, "buten": 13, "butlast": 38, "button": 15, "bvp": [28, 39], "bx1": 13, "bx2": 13, "by1": 13, "by2": 13, "bypass": 7, "byte": [13, 16], "byzantin": 9, "byzantium": 9, "bz2": 13, "c": [0, 1, 2, 5, 6, 7, 9, 10, 11, 13, 14, 15, 17, 18, 22, 24, 26, 27, 28, 29, 34], "c0": [1, 2, 13], "c0t": 2, "c1": [1, 6, 8, 22, 26], "c124389": 13, "c1333740": 13, "c1a": 22, "c1b": 22, "c1prime": 22, "c2": [1, 8, 22, 26], "c2a": 22, "c2b": 22, "c2h2": 13, "c2h4": 13, "c2h6": 13, "c2prime": 22, "c3": [8, 26], "c4": [8, 26], "c5": [8, 26], "c630080": 13, "c7732185": 13, "c_": [2, 7, 12, 13, 16, 23, 28], "c_0": 2, "c_1": 2, "c_2": 2, "c_2h_6": 13, "c_3": 2, "c_4": 2, "c_a": [1, 2, 7, 12, 13, 16, 18, 28], "c_b": [13, 18], "c_c": [13, 28], "c_d": [13, 28], "c_feed": 28, "c_i": 2, "c_xt": 2, "ca": [1, 2, 7, 11, 12, 13, 16, 20, 22, 30], "ca0": [1, 2, 6, 12, 13, 16], "ca_data": [1, 6], "ca_func": 2, "ca_guess": 13, "ca_sol": 13, "ca_solv": 11, "cadet": 9, "cadetblu": 9, "cadmium": 9, "cafit": 30, "caf\u00e9": 9, "cal": 9, "calcul": [0, 1, 6, 7, 11, 19, 27, 30, 34], "calculu": [7, 17], "calibr": 13, "call": [0, 1, 2, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 42], "callabl": [0, 6, 13, 40], "callback": 2, "cambridg": 9, "came": [13, 36], "camel": 9, "cameo": 9, "camouflag": 9, "can": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 41, 42, 43], "canari": 9, "cancel": 13, "candi": 9, "cannot": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 22, 23, 26, 27, 30, 32], "canon": 7, "canva": 2, "cao": [7, 20], "capabl": [6, 8, 20], "capac": 13, "capit": [0, 10], "capri": 9, "captur": 13, "caput": 9, "carbon": [13, 16], "cardin": 9, "care": [11, 12, 15, 25, 27, 29, 34], "carefulli": 13, "caribbean": 9, "carlo": [11, 24], "carmin": 9, "carnat": 9, "carnegi": 36, "carnelian": 9, "carolina": 9, "carrot": 9, "cartesian": 2, "case": [0, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34], "casol": 1, "cast": [0, 8, 10, 17, 21, 26, 31, 32, 33], "castleton": 9, "cat": 0, "catalina": 9, "catalyst": [12, 22], "catawba": 9, "catch": 5, "categori": 4, "caught": [10, 42], "caus": [2, 3, 6, 24, 30], "cautiou": 6, "caveat": [30, 38], "cb": [13, 22], "cbook": [2, 13], "cc": [2, 5, 13], "ccc": 28, "cccc": 5, "ccccc": [2, 28, 29], "ccl2f2": 13, "ccl3f": 13, "ccl4": 13, "cd": 10, "cdf": 11, "cdot": [5, 28, 30, 31, 32, 34], "cedar": 9, "ceil": 9, "celadon": 9, "celest": 9, "celesti": 9, "cell": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 22, 24, 26, 27, 28, 31, 32, 33, 36, 37, 38, 42], "celsiu": 13, "center": [2, 6, 19], "centerpiec": 31, "central": 6, "ceris": 9, "certain": [2, 7, 10, 24, 27, 30], "certainli": [2, 9, 10, 13, 30], "cerulean": 9, "cfm": 6, "cg": 9, "cgi": 13, "cguess": 7, "ch": [2, 9, 13, 17, 31], "ch4": 13, "chain": [6, 31], "challeng": [6, 7, 23, 34], "chamoise": 9, "champagn": 9, "chanc": 11, "chang": [0, 2, 3, 4, 6, 7, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 26, 28, 29, 30, 31, 38], "chapter": [4, 5, 17, 25, 31, 34, 36], "char": [31, 32, 33], "charact": 10, "character": [8, 34], "characterist": [10, 12, 29], "chararrai": [16, 31, 32, 33], "charcoal": 9, "charleston": 9, "charm": 9, "chartreus": 9, "chdir": 10, "cheaper": 26, "check": [0, 2, 5, 10, 12, 13, 17, 18, 19, 20, 21, 22, 23, 24, 27, 28, 29, 31, 33, 34], "checker": [2, 13, 31], "checkpoint": [31, 32, 33], "cheetah": 0, "chem": 13, "cheme": [4, 13, 14, 40], "chemic": [1, 7, 15, 22, 28, 30, 36], "cherri": 9, "chest": 9, "chestnut": 9, "chiffon": 9, "china": 9, "chines": 9, "chloroform": 13, "chocol": 9, "choic": [2, 5, 17, 21, 23, 26, 30, 32, 34], "choos": [1, 5, 7, 11, 13, 17, 25, 30, 34], "chose": [7, 32], "chosen": [6, 26, 34], "chromatograph": 13, "chrome": 9, "chronologi": 4, "ci": [1, 11, 13, 24, 30], "ci95": 11, "ciner": 9, "cinnabar": 9, "cinnamon": 9, "circ": 13, "circ_": 13, "circl": [8, 9, 16, 22], "circuit": 8, "circular": 13, "circumst": 13, "citat": 6, "citrin": 9, "citron": 9, "claim": [30, 31, 32], "claret": 9, "class": [0, 10, 11, 14, 15, 21, 22, 25, 29, 30, 32, 34], "classic": [9, 10, 16, 18, 32, 33], "classifi": 2, "claus": 42, "clean": 4, "cleaner": 10, "clear": [2, 6, 15, 17, 25, 31], "clearli": [2, 3, 5, 6, 13, 15, 34], "cleve": 6, "clf": [2, 6, 7, 11, 13], "click": [14, 15, 36], "close": [0, 2, 5, 6, 7, 8, 11, 13, 16, 17, 19, 20, 22, 27, 30, 31, 32, 33, 34], "closer": [6, 20, 25], "closest": [31, 33], "clunki": [13, 28], "cm": [9, 13, 16, 26], "cmap": 2, "cmd": [10, 15], "cmpd": 13, "cmu": [4, 13, 14, 40, 43], "cname": 9, "cnr": 12, "co": [0, 2, 6, 8, 9, 14, 21, 23, 27, 31, 32, 34], "co2": 13, "co_2": 13, "coars": 22, "cobalt": 9, "cocoa": 9, "coconut": 9, "code": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 16, 17, 19, 20, 24, 26, 28, 29, 30, 32, 33, 40, 41, 42], "codec": 2, "codifi": 26, "coeffic": 13, "coeffici": [0, 5, 6, 11, 13, 16, 21, 22, 28, 29, 30, 40], "coefficient_of_determin": [1, 30], "coffe": 9, "col_deriv": [2, 12, 13, 31], "collect": [4, 10], "colon": 15, "color": [0, 2, 10, 20, 22, 25, 26, 30, 34], "colorbar": [13, 21, 26], "colornam": 9, "colour": 9, "columbia": 9, "column": [1, 2, 5, 11, 13, 18, 22, 27, 29, 30, 32, 40], "column_stack": [0, 1, 5, 30, 40], "columnar": 30, "com": [4, 5, 6, 7, 8, 11, 16, 20, 21, 23, 24, 25, 32, 40, 41, 42, 43], "combin": [0, 5, 10, 13, 22, 27, 28, 32], "come": [0, 2, 6, 10, 13, 17, 27, 34], "comfort": [15, 38], "comma": [0, 1, 13, 15, 20], "command": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 17, 21, 24, 41], "comment": [13, 15], "common": [0, 6, 13, 15, 19, 23, 28, 29, 30, 31, 33, 34], "commonli": [0, 6, 15, 27], "compact": [0, 5, 10, 13], "compactli": 32, "companion": 29, "compar": [0, 2, 5, 6, 9, 11, 12, 18, 19, 25, 28, 31, 32, 33, 34], "comparison": [1, 5, 6, 13, 17, 27, 31, 40, 43], "compd": 13, "compil": [2, 16], "complementari": 10, "complet": [0, 2, 6, 13, 15, 20, 23, 24], "complex": [0, 5, 10, 11, 21, 23, 29, 30, 32, 34, 38], "complexwarn": 21, "complic": [6, 11, 13, 24, 25], "compon": [2, 13], "compos": 0, "composit": 32, "compound": [13, 23], "comprehens": [6, 10, 20, 23, 31], "compress": 24, "compressor": 13, "compromis": 34, "comput": [0, 1, 2, 4, 6, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 30, 32, 33, 34, 36, 38, 40], "computation": [2, 7, 20, 32], "con": [8, 23], "concaten": [2, 28, 30], "concav": 16, "concentr": [1, 2, 6, 7, 12, 16, 18, 20, 23, 28, 30, 31], "concept": [5, 15, 17, 23, 30, 34, 38], "concern": [17, 32], "conclud": [5, 11, 19, 29, 43], "conclus": 13, "concret": 17, "cond": [27, 28], "condit": [2, 6, 7, 8, 10, 12, 13, 17, 18, 19, 21, 22, 23, 26, 27, 28, 31, 34, 40], "confid": [13, 40], "confidence_intervals_in_multiple_linear_regress": 40, "configur": 13, "confirm": [5, 12, 17, 21, 27, 30, 31], "confus": [0, 5, 13, 15, 19], "congo": 9, "congratul": 35, "connect": [2, 9, 13, 16], "connectionstyl": 9, "consequ": 4, "conserv": 17, "consid": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "consider": [2, 6, 21, 32], "consist": [5, 9, 13, 15, 19, 22, 23, 30], "constant": [11, 14, 16, 19, 20, 21, 22, 23, 27, 28, 30, 31, 32, 33, 34], "constrain": [39, 43], "constraint": 31, "constraint1": 13, "constraint2": 13, "constraint3": 13, "construct": [0, 2, 5, 6, 13, 22, 28, 29, 30, 31, 34], "constructor": 10, "consum": [13, 16, 19, 43], "consumpt": 6, "contact": 16, "contain": [0, 1, 2, 5, 7, 10, 11, 13, 14, 15, 16, 17, 18, 26, 30, 40], "content": [3, 4, 11, 12, 13, 15, 43], "context": [2, 10, 31, 42], "contextlib": [2, 10], "contextmanag": 10, "contin": 24, "continu": [4, 6, 13, 14, 15, 19, 21, 24, 29, 32, 35, 43], "contour": [13, 21, 26], "contourf": [1, 21, 26], "contrast": [20, 32, 34], "contribut": 34, "control": [6, 15, 17, 23, 30], "conveni": [0, 1, 6, 11, 13, 16, 20, 21, 24, 26, 27, 28, 29, 30, 31, 32, 34, 42], "convent": [5, 14, 28, 29, 32, 34], "convention": 15, "converg": [0, 13, 16, 17, 19, 20, 22, 23, 24, 28, 32], "convers": [3, 12, 16, 19, 20, 23], "convert": [2, 4, 5, 10, 12, 13, 15, 18, 19, 22, 23, 25, 28, 29, 31], "cookbook": 34, "cool": [9, 13], "coondin": 9, "coord": 2, "coordin": [13, 40], "copi": [2, 9, 10, 12, 19, 27], "copper": 9, "copyright": 40, "coquelicot": 9, "coral": 9, "cordovan": 9, "core": [13, 25, 31, 32, 33], "corn": [8, 9, 26], "cornel": 9, "corner": 36, "cornflow": 9, "cornflowerblu": 9, "cornsilk": 9, "correct": [1, 13, 17, 22, 25, 29, 30], "correctli": [2, 13, 15, 17, 23, 38], "correl": [6, 11, 13, 30, 34], "correspond": [0, 2, 6, 11, 12, 13, 17, 22, 23, 24, 28, 29, 30, 32, 33, 34], "cosmic": 9, "cost": [6, 8, 23, 26, 32], "cost_sid": 26, "cost_tb": 26, "cost_top": 26, "cotta": 9, "cotton": 9, "could": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 13, 15, 16, 19, 25, 26, 27, 28, 30, 31, 32, 34, 36], "count": [2, 5, 9, 11, 13, 18, 19], "count_given": 15, "counter": 10, "countless": 10, "coupl": [2, 5, 12, 13, 17, 18, 21, 28], "cours": [0, 2, 7, 8, 9, 11, 13, 14, 16, 17, 26, 29, 30, 32, 36, 41, 43], "cov": [25, 30], "covari": [1, 25, 30, 34], "cover": [0, 11, 16, 19, 24, 30, 36], "cp": 13, "cracker": 13, "cramer": 7, "crash": 13, "crayola": 9, "crazi": 31, "crc": [13, 16], "cream": 9, "creat": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 25, 26, 28, 29, 32, 38], "crimson": 9, "criteria": [2, 8, 10, 20], "criterion": 40, "critic": [6, 32, 38], "crop": [8, 26], "cross": [0, 7, 13, 15, 16], "cross_sect": 16, "crucial": 32, "crude": [6, 23], "cryptic": 3, "crystallographica": 6, "cs_in": 2, "css": 9, "cstr": 11, "ct": 26, "cubic": [2, 3, 6, 7, 29, 34], "cumtrapz": 16, "cumul": [11, 16], "cumv": 16, "curli": [0, 15, 26], "current": [1, 3, 4, 8, 13, 22, 41, 43], "curri": 9, "cursor": 15, "curv": [3, 6, 16, 18, 19, 21, 24, 31], "curvatur": [3, 16, 24], "curve_fit": [1, 6, 13, 25, 32, 40], "cut": [9, 38], "cutlip": 13, "cvxopt": 8, "cwd": 10, "cx": [16, 23], "cx0": 23, "cx_wspecial": 16, "cyan": 9, "cyber": 9, "cycl": [2, 18, 19, 22], "cycler": 9, "cylindr": 26, "d": [0, 2, 5, 7, 10, 11, 12, 13, 16, 17, 18, 19, 22, 24, 26, 27, 28, 31, 32, 33, 42], "d0": [13, 20], "d1": 13, "d_e": 13, "d_w": [5, 28], "dadk1": 31, "dadk_1": 31, "dae": 2, "daffodil": 9, "dai": [2, 5, 11, 14, 25], "damp": [13, 30], "dandelion": 9, "dark": 9, "darkblu": 9, "darkcyan": 9, "darkgoldenrod": 9, "darkgrai": 9, "darkgreen": 9, "darkgrei": 9, "darkkhaki": 9, "darkmagenta": 9, "darkolivegreen": 9, "darkorang": 9, "darkorchid": 9, "darkr": 9, "darksalmon": 9, "darkseagreen": 9, "darkslateblu": 9, "darkslategrai": 9, "darkslategrei": 9, "darkturquois": 9, "darkviolet": 9, "darnold": 2, "dartmouth": 9, "dash": [9, 16], "dat": [10, 13], "data": [2, 7, 9, 10, 13, 15, 17, 18, 25, 26, 30, 31, 32, 34, 39, 40, 43], "datafil": 13, "datafram": [40, 43], "dataset": [33, 34, 40], "datasourc": 13, "datasr": 10, "datastr": 10, "date": 4, "davi": 9, "david": 34, "dazzl": 9, "dblquad": 6, "dc1dx": 22, "dc2dx": 22, "dc_0": 2, "dc_1": 2, "dc_2": 2, "dc_4": 2, "dc_a": [1, 2], "dca": [2, 12, 13], "dcadr": 13, "dcadt": [2, 12, 13], "dcbdt": 13, "dcdt": [6, 13], "dcdt_fit": 6, "dcdt_numer": 6, "dcdt_re": 6, "dd": 26, "dde": 2, "ddof": 11, "ddot": [2, 29], "de": [9, 13, 24, 31], "dead": [13, 33], "deal": [16, 28], "debian": 9, "debug": [5, 10, 17], "decad": [14, 43], "decai": [13, 34], "decid": [2, 3, 15, 17, 20, 23, 26, 33], "decim": [0, 6, 13, 15, 23], "decimalsf": 15, "decis": [13, 22, 29], "decod": 13, "deconvolut": 13, "decor": [10, 13, 31, 40], "decreas": [2, 11, 17, 18, 30, 34], "dedic": [23, 26, 28], "dedv": [24, 31], "deep": [9, 32, 33, 34], "deepli": 14, "deeppink": 9, "deepskyblu": 9, "deer": 9, "def": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 38], "default": [0, 2, 3, 5, 7, 9, 10, 11, 13, 15, 17, 20, 21, 23, 26, 27, 29, 31], "defici": [11, 27], "defin": [1, 2, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "definit": [2, 5, 6, 7, 11, 12, 13, 17, 21, 23, 24, 27, 29, 30, 31, 32, 34], "defvjp": [31, 32, 33], "defvjp_argnum": [31, 32, 33], "deg": 40, "degc": [11, 12, 13], "degener": 29, "degf": 12, "degre": [1, 11, 13, 24, 30, 32, 34, 40], "del": 10, "delimit": 13, "deliveri": 13, "delta": [2, 6, 22, 28, 40], "delta_rg": 13, "deltag": 13, "deltah": 13, "deltal": 13, "deltap": [2, 13], "deltapdeltax": 22, "deltapx": 28, "deltax": 2, "demonstr": [2, 5, 6, 8, 13, 30], "denim": 9, "denot": [10, 27], "dens": 34, "dense_output": [19, 22, 40], "densiti": [1, 11, 13, 25, 34], "depart": 10, "depend": [0, 1, 2, 6, 7, 8, 10, 12, 15, 16, 17, 18, 20, 23, 24, 25, 26, 30, 31, 33, 34, 40], "deprec": [0, 2, 3, 5, 6, 9, 13, 14, 16, 20, 21, 22, 23, 24, 28], "deprecationwarn": [0, 2, 3, 5, 6, 9, 13, 14, 16, 20, 21, 22, 23, 24], "deproj": 2, "depth": [10, 30], "der": [2, 6, 21, 31], "deriv": [2, 7, 12, 13, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 32, 33, 34, 40], "desc": 24, "descent": 32, "describ": [0, 2, 3, 6, 7, 11, 13, 16, 17, 18, 19, 22, 23, 24, 25, 26, 30, 31, 32, 43], "descript": [5, 40], "desert": 9, "design": [5, 12, 25, 28, 32, 36], "desir": [2, 6, 9, 12, 13, 17, 22, 24, 27, 31, 34], "desktop": 41, "despit": 16, "destpath": 13, "destroi": 13, "det": [5, 27, 28, 29, 30, 32], "detail": [0, 2, 5, 6, 9, 15, 24, 26, 28, 32, 33, 36, 40], "detect": [2, 13, 17, 29], "determin": [1, 2, 6, 7, 11, 13, 16, 17, 22, 23, 28, 29, 30, 32, 33, 34, 40], "detl": 5, "detp": 5, "detu": 5, "dev": [11, 21], "devdoc": [6, 28], "develop": [6, 8, 27, 29, 34, 36], "deviat": [11, 13, 24, 30], "df": [0, 2, 7, 11, 18, 31], "df1dx": 31, "df1dy": 31, "dfa": [7, 20], "dfdl": 31, "dfdlam": 31, "dfdpr": 31, "dfdt": 2, "dfdv": [23, 31], "dfdw": [12, 13], "dfdx": [23, 31], "dfdx_a": 6, "dfdx_cd": 6, "dfdx_fd": 6, "dfdx_i": 6, "dfdy": [23, 31], "dfdz": 31, "dfox": 18, "dfoxesdt": 18, "dfun": [2, 12], "dfunc": 8, "dh_co": 13, "dh_co2": 13, "dh_h2": 13, "dh_h2o": 13, "diag": [1, 2, 5, 11, 12, 13, 24, 27, 28, 29, 30, 31, 34], "diagnos": 32, "diagon": [2, 5, 25, 27, 28, 29, 34], "diamet": 26, "diamond": 9, "dichlorodifluoromethan": 13, "dict": [9, 10, 31, 32, 33], "dict_kei": [0, 9], "dict_valu": 0, "dictionari": [9, 26], "did": [0, 2, 10, 11, 13, 17, 25, 26, 27, 28, 29, 32, 34, 38], "didn": [10, 19], "die": [5, 18], "diff": [2, 6, 19, 40], "differ": [0, 3, 4, 5, 7, 8, 10, 12, 15, 16, 17, 18, 19, 20, 21, 24, 25, 26, 28, 29, 30, 31, 32, 34, 43], "differenc": 6, "differenti": [1, 7, 8, 13, 15, 16, 21, 22, 25, 32, 39, 40, 43], "differential_oper": [31, 32, 33], "diffg": 13, "difficult": [0, 1, 2, 8, 9, 13, 15, 21, 24, 28, 31, 34], "difficulti": 16, "diffus": 13, "dig": [2, 14], "digit": 0, "dim": [5, 9], "dimens": [2, 5, 7, 12, 13, 19, 21, 24, 30], "dimension": [1, 5, 8, 12, 32], "dimensionless": [6, 10, 13, 22], "dimgrai": 9, "dimgrei": 9, "dip": 9, "dirac": 12, "direct": [2, 6, 10, 16, 18, 19, 22, 24, 35], "directli": [0, 2, 8, 11, 13, 24, 27, 29, 30, 31, 34], "directori": [10, 13, 41], "dirt": 9, "disadvantag": [30, 34], "disadvantang": 30, "disagr": [2, 13], "disagre": 13, "disappointli": 7, "discard": [19, 21], "disciplin": 36, "discontin": 2, "discontinu": [16, 20, 22, 25], "discourag": 0, "discret": [2, 13, 22, 23, 27, 28], "discuss": [5, 11, 24], "displai": [15, 16], "displaystyl": [6, 28], "dissolv": 18, "distanc": [2, 5, 6, 16, 17, 18, 22, 34], "distinct": 34, "distinguish": 13, "distract": 13, "distribut": [1, 2, 11, 13, 24, 25, 30, 32, 33, 34], "div898": 11, "divid": [6, 10, 13, 27], "divis": [0, 15, 20, 42], "divisionbyzero": 15, "divisor": 11, "dkdt": 2, "dl": 6, "dlambda": 8, "dm": 13, "dm_": 2, "dmsdt": 2, "dnew": 20, "do": [0, 1, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "doabl": 11, "doc": [0, 1, 3, 5, 15, 23, 27, 39, 42], "docstr": [24, 43], "document": [0, 5, 12, 14, 15, 17, 24, 37, 38, 39], "docx": 10, "dodger": 9, "dodgerblu": 9, "doe": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 17, 18, 20, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 38], "doesn": [17, 22, 25, 28, 33, 34], "doeweb": 40, "dof": [1, 11, 24, 30], "dog": [0, 9], "dogwood": 9, "doi": 6, "dollar": [9, 23], "domain": [6, 21, 23, 28], "domin": 33, "don": [4, 12, 15, 16, 17, 19, 20, 22, 25, 26, 29, 32, 34, 36, 38], "done": [0, 2, 5, 10, 13, 15, 16, 17, 25, 26, 28, 29, 30, 32, 34, 42], "donkei": 9, "dot": [1, 2, 5, 6, 8, 11, 13, 14, 17, 19, 27, 28, 31, 32, 33], "doubl": [0, 13, 14, 15, 34], "down": [0, 2, 5, 10, 13, 15, 16, 17, 18, 19], "downhil": 2, "download": [11, 16], "downsid": [12, 23, 25], "dp": [6, 19, 28], "dp_r": 31, "dpar": 30, "dpdv": 2, "dpdx": 2, "dpi": 2, "dprdvr": 2, "dr": [13, 18], "drab": 9, "drabbit": 18, "drabbitdt": 18, "draft": 12, "drag": 25, "drain": 18, "dramat": [2, 6], "draper": 25, "draw": [0, 2, 13, 21], "draw_ev": 2, "drdt": 31, "drhodt": 2, "drive": [2, 29, 30], "driven": [2, 22, 28, 29, 30, 34], "drop": [2, 22], "ds_a": 18, "ds_b": 18, "dsadt": 18, "dsbdt": 18, "dsdt": 18, "dsolv": 6, "dspan": 2, "dsse": 30, "dt": [1, 2, 6, 12, 13, 17, 18, 19, 31], "dtau": 12, "dthetadt": 2, "dtype": [2, 5, 6, 13, 14, 16, 27, 31], "du": 18, "du1": 22, "du1di": [2, 22], "du2di": [2, 22], "duck": 15, "dudt": 2, "due": [1, 2, 5, 13, 25, 30, 33], "duke": 9, "durat": 2, "dure": [14, 17, 25, 34], "dust": 9, "duti": 13, "duvenaud": 34, "dv": [2, 18, 24, 31], "dvdpr": 31, "dvdt": 19, "dw": 13, "dw_a": 13, "dwadr": 13, "dx": [0, 2, 6, 7, 8, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 31, 32, 34, 38], "dxdl": 7, "dxdlambda": 7, "dxdt": [2, 18, 19], "dxdtau": 12, "dxdw": [12, 13], "dy": [2, 6, 13, 17, 18, 22, 28, 31, 32], "dy2": 6, "dy_analyt": 6, "dyb": 6, "dyc": 6, "dydlambda": 7, "dydt": 2, "dydw": [12, 13], "dydx": [2, 6, 17, 31], "dye": 9, "dyf": 6, "dzdt": 2, "dzdx": 2, "e": [0, 1, 2, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40], "e0": [1, 24, 31], "e0_rang": 24, "e1": [7, 13], "e2": [13, 17], "e_0": [24, 31], "e_i": 13, "each": [0, 1, 2, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 40], "eagl": 9, "ear": 9, "earlier": 11, "earn": [8, 26], "earth": 9, "eas": [6, 17, 19], "easi": [0, 1, 2, 3, 5, 6, 7, 11, 13, 17, 21, 22, 23, 26, 28, 31, 32, 34], "easier": [2, 7, 10, 15, 16, 17], "easiest": [9, 17, 31], "easili": [1, 2, 6, 7, 13, 16, 21, 22, 31, 34], "eat": 18, "eaten": 18, "eboni": 9, "ec": 9, "ec1": 13, "ec2": 13, "echelon": 28, "ecru": 9, "ed": [2, 5, 13, 16, 17, 27], "edg": [2, 9, 13, 22, 33, 34], "edge_ord": [17, 22, 24], "edit": [5, 7, 13, 15, 25], "edu": [2, 4, 8, 13, 14, 29, 34, 40], "ee": 8, "ef": 40, "effect": [2, 22, 24, 30, 33, 34], "effici": [0, 17, 18, 20, 27, 30, 33], "effort": [12, 17], "eg": 12, "eggplant": 9, "eggshel": 9, "egyptian": 9, "ei": 32, "eig": [29, 31], "eigenvalu": [2, 24, 31, 32, 40], "eigenvector": [2, 29], "eigh": 2, "eigval": [29, 30, 32], "either": [0, 2, 6, 11, 13, 18, 19, 21, 22, 24, 25], "ekerdt": [5, 13, 28], "el": 10, "elaps": 6, "electr": 9, "eleg": 2, "element": [0, 1, 2, 3, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 22, 27, 29, 30, 32, 34, 38], "elementari": 17, "elementwis": 28, "elementwise_grad": [31, 32, 33], "elev": 2, "elf": [10, 37], "elif": [2, 3, 6, 13, 28], "elimin": [5, 26, 28, 30, 38], "elist": 14, "els": [2, 5, 6, 10, 11, 12, 13, 14, 16, 20, 22, 25, 27, 28, 31, 32, 33], "elt": 2, "elut": 13, "emac": [4, 6, 13], "emb": 0, "emerald": 9, "emerg": 28, "emphas": [6, 34], "emphasi": 25, "emploi": 6, "empti": [0, 2, 16, 17, 34], "en": [1, 2, 6, 8, 9, 13, 15, 16, 17, 20, 27, 30, 34, 40], "enabl": [5, 6, 31, 36], "ench250": 13, "enclos": 0, "encod": 13, "encount": [13, 29, 36], "end": [2, 5, 6, 7, 10, 11, 13, 15, 16, 17, 18, 19, 21, 22, 28, 29, 30, 31, 32, 34, 35, 36], "endotherm": 13, "endpoint": [6, 29, 32], "energi": [1, 24, 31], "engin": [1, 2, 3, 4, 5, 6, 7, 9, 12, 13, 14, 15, 17, 18, 20, 22, 23, 24, 25, 27, 30, 36, 40], "english": 9, "enj": 13, "enorm": 27, "enough": [2, 5, 7, 8, 13, 17, 26, 28, 30, 32, 33, 34, 36], "ensur": [2, 3, 8, 13, 20, 26, 29], "enter": [2, 10, 13, 14, 15], "enthalpi": 13, "entranc": 2, "entri": [2, 4, 28], "enumer": [9, 12, 13, 17, 20, 24, 28, 29, 30, 32], "environ": [12, 15], "eo": [2, 13], "ep": [0, 2, 5, 6, 13, 31], "epoch": 32, "epsfcn": [2, 12, 13, 31], "epsilon": [6, 12, 13, 30, 40], "epsilon_": 13, "epsilon_1": 13, "epsilon_2": 13, "epsilon_i": 25, "epsilonp": 13, "epsilonp_eq": 13, "epsilonp_max": 13, "ept": 2, "eq": [6, 13, 26, 31], "eq1": 26, "eq2": 26, "eqc": 8, "eqcon": [8, 13], "eqn": 13, "eqnarrai": [2, 5, 6, 7, 13, 22], "equal": [0, 2, 3, 5, 6, 7, 8, 10, 11, 14, 16, 17, 19, 20, 21, 22, 25, 27, 28, 29, 30, 31, 32, 40], "equal_area": 13, "equality_constraint": 26, "equat": [0, 1, 3, 8, 10, 11, 14, 15, 16, 20, 22, 24, 26, 28, 29, 30, 32, 34, 39, 40, 43], "equimolar": 13, "equival": [5, 6, 12, 17, 18, 19, 20, 25, 28, 30, 34], "erf": [13, 16], "erf_integrand": 16, "erfx": 16, "ericsbroadcastingdoc": 5, "err": [1, 6, 7, 14, 16, 17, 20, 24, 25, 27, 30, 32, 33], "errfunc": 1, "errfunc_": 1, "errno": [10, 13], "error": [0, 3, 5, 6, 10, 13, 14, 15, 16, 17, 20, 24, 26, 27, 28, 30, 32, 33, 34, 38, 40, 43], "errstat": 27, "esc": 15, "escap": 15, "especi": [2, 6, 13, 21, 29, 30, 31, 41], "essenti": [11, 12, 16, 29], "establish": 25, "estim": [2, 7, 11, 14, 17, 18, 19, 20, 22, 23, 28, 29, 30, 34, 38], "estimated_error": 6, "estimating_regression_models_using_least_squar": 40, "eta": 13, "eta_analyt": 13, "eta_numer": 13, "etc": [0, 1, 2, 5, 8, 13, 16, 22, 23, 26, 27, 28, 29, 32, 34], "ethan": 13, "eton": 9, "eucalyptu": 9, "ev": 1, "eval": [2, 10], "evalu": [0, 1, 3, 6, 7, 8, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 27, 30, 33, 38], "evec": 2, "even": [0, 4, 6, 7, 13, 15, 21, 25, 28, 30, 32, 34], "evenli": [0, 6, 16], "event": [7, 17, 18, 19, 23], "event1": 17, "eventu": [0, 9, 15, 29, 30, 34], "ever": 11, "everi": [0, 2, 10, 14, 15, 30, 32, 33, 34, 36, 38], "everyth": [0, 6, 10, 11, 12, 14, 16, 27, 28, 38], "everywher": [5, 20, 27], "evid": [6, 17, 18, 19, 20, 27, 31, 32, 34], "evolut": 31, "evolv": 2, "ex": [5, 32], "exact": [6, 16], "exact_v": 16, "exactli": [0, 6, 8, 13, 16, 19, 24], "exam": 11, "examin": [0, 2, 5, 6, 7, 8, 9, 10, 11, 13, 17, 18, 19, 20, 25, 33, 34], "exampl": [0, 1, 2, 3, 4, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 19, 22, 23, 25, 26, 27, 28, 29, 31, 32, 36, 39, 43], "example2": 10, "example3": 10, "example4": 10, "exc_info": 10, "exce": [8, 13, 19, 26], "exceed": [19, 20], "excel": [2, 13, 16], "except": [2, 6, 10, 11, 12, 13, 38, 40, 42], "excercis": 22, "exchang": 13, "exclus": 14, "execut": [10, 14, 15, 25, 36], "exercis": [5, 13, 16, 17, 18, 20, 21, 22, 24, 27, 28, 30, 32, 33], "exist": [2, 3, 5, 6, 9, 10, 13, 23, 25, 26, 27, 28, 34, 38], "exit": [2, 7, 8, 10, 11, 12, 13, 20, 23, 28], "exotherm": 13, "exp": [0, 1, 2, 3, 6, 7, 11, 12, 13, 16, 17, 20, 21, 23, 25, 31, 33, 34], "expand": [2, 6, 12, 13, 24, 33, 34], "expand_dim": 34, "expans": [32, 33], "expect": [2, 11, 13, 16, 18, 19, 24, 25, 26, 31, 32, 34], "expens": [2, 8, 20, 26, 27, 30, 32, 34], "experi": [6, 25, 32, 36], "experiment": [2, 11, 13, 25, 38], "explain": [7, 11], "explan": 14, "explicit": [0, 2, 5, 28], "explicitli": [6, 29, 32], "explor": [2, 6, 7, 12, 15, 25, 30, 31, 33], "exponeneti": 0, "exponenti": [3, 6, 11, 12, 13, 15, 17, 34], "export": 4, "express": [0, 1, 2, 5, 13, 15, 17, 20, 21, 24, 27, 28, 31], "ext": [2, 13], "extend": [1, 22, 31, 32, 33], "extens": [2, 22, 28], "extent": [12, 13], "extentp": 13, "extern": [8, 10, 12, 15], "extra": 2, "extra_anim": 2, "extra_arg": 2, "extract": [0, 3, 10, 13, 18, 20], "extrapol": [6, 13, 24, 29, 30, 32, 33, 34], "extrem": [2, 23, 32], "ey": [5, 9, 27, 28, 30, 34], "f": [0, 1, 2, 4, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 37, 38, 40], "f0": [2, 7, 12, 13, 23], "f1": [2, 6, 15, 31], "f2": [2, 3, 6, 15, 20], "f3": [6, 20], "f_": [13, 16, 18, 20, 30], "f_1": [6, 31], "f_2": 6, "f_a": [13, 18, 20], "f_a0": 13, "f_ab": 18, "f_b": 18, "f_ba": 18, "f_bexit": 18, "f_eqcon": 13, "f_f": [6, 13], "f_i": 13, "f_ieqcon": 13, "f_mu": 11, "f_raw": [31, 32, 33], "f_sigma": 11, "f_wrap": [31, 32, 33], "f_x": [15, 31], "f_y": 31, "f_z": 31, "fa": [7, 11, 13, 20], "fa0": [11, 12, 13, 16, 20], "fa_exit": [7, 20], "fa_guess": [7, 20], "facecolor": [9, 13, 32, 33], "fact": [8, 19, 24, 27, 34], "factor": [2, 5, 6, 12, 22, 23, 29, 31, 34, 40], "factori": 10, "factorial_loop": 10, "fail": [6, 10, 12, 13, 20, 21, 27], "fair": [6, 7], "fall": [11, 13, 24], "fallow": 9, "fals": [0, 2, 3, 5, 6, 10, 13, 15, 27, 29, 42], "false_": 20, "falu": 9, "famili": 9, "familiar": [15, 27, 32], "famou": [6, 9], "fan": [6, 13], "fanci": 3, "fandango": 9, "fanning_friction_factor": [6, 13], "fanning_friction_factor_": 13, "fao": 7, "far": [17, 19, 25, 26, 30, 33, 34], "farg": [2, 13, 31], "farm": [8, 26], "farmer": [8, 26], "fashion": [9, 17, 28], "fast": [5, 6, 13, 16, 28, 32, 33, 34], "faster": [6, 13, 16, 28, 31], "fastest": 20, "favor": [8, 11, 13, 26, 30, 34], "fawn": 9, "fbessel": 2, "fd": [6, 13], "fdadk1": 31, "fdadk_1": 31, "feasibl": [23, 26], "featur": [0, 1, 5, 9, 12, 18, 27, 29, 30, 33, 34], "fed": 13, "feed": [13, 28], "feldgrau": 9, "feldspar": 9, "feq": [1, 6, 7, 13, 24, 37, 38, 40, 42], "fern": 9, "ferrari": 9, "fertil": [8, 26], "few": [0, 2, 3, 5, 6, 7, 9, 10, 11, 13, 15, 16, 17, 20, 28, 29, 31, 32, 33, 34, 43], "fewer": [6, 18, 30], "ff": 13, "ff_laminar": 6, "ff_turbul": 6, "ff_turbulent_unvector": 6, "ffmpeg": 2, "fge": [1, 6, 7, 13, 24, 37, 38, 40, 42], "fgt": [1, 6, 7, 13, 24, 37, 38, 40, 42], "fguess": 6, "fh": 13, "field": [0, 2, 9, 13, 18], "fifth": 38, "fig": [1, 2, 8, 9, 13, 31], "figsiz": [2, 9, 19], "figur": [0, 1, 2, 3, 5, 6, 8, 11, 12, 13, 15, 19, 24, 27, 31, 34], "file": [2, 4, 6, 7, 10, 11, 16, 24, 27, 28, 31, 32, 33, 37, 38, 40, 41, 42], "filenam": 2, "filenotfounderror": [10, 13], "fill": 26, "fill_between": [9, 13, 32, 33, 34], "fill_valu": 29, "filter": 10, "final": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 17, 19, 20, 21, 24, 25, 28, 30, 31, 32, 33, 42], "find": [0, 1, 2, 3, 4, 5, 6, 9, 10, 11, 14, 19, 21, 22, 24, 26, 27, 29, 30, 31, 33, 36, 43], "findal": 10, "findfont": 9, "findiff": [20, 23, 24], "findobj": 9, "fine": [2, 6, 10, 12, 17, 19], "finer": [2, 22], "finfo": [0, 2, 5, 13, 31], "finish": 2, "finit": [6, 8, 13, 16, 20, 28, 31], "fire": 9, "firebrick": 9, "first": [0, 5, 6, 7, 8, 10, 11, 14, 15, 16, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40, 43], "fit": [3, 9, 11, 22, 24, 25, 29, 31, 32, 33, 34, 40], "fitfunc": 1, "five": [7, 21, 30], "fix": [0, 6, 11, 15, 17, 24, 32, 34], "fjac": [0, 20], "flag": [5, 20, 27], "flame": 9, "flamingo": 9, "flash": 9, "flat": [2, 9, 13], "flatten": [0, 12], "flatteri": 9, "flavesc": 9, "flax": 9, "fle": [1, 6, 7, 13, 24, 37, 38, 40, 42], "flexibl": [0, 1, 4, 29], "flipud": 29, "flirt": 9, "float": [0, 3, 5, 10, 11, 12, 13, 15, 20, 21, 26, 27, 28, 40, 43], "float64": [6, 11, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 34, 40], "float_p": 10, "floral": 9, "floralwhit": 9, "flow": [6, 7, 11, 18, 20, 22, 23, 28], "flowrat": [6, 13, 15], "flt": [1, 2, 6, 7, 13, 24, 37, 38, 40, 42], "fluid": [2, 13, 22], "fluoresc": 9, "flux": [2, 13, 22], "fly": 2, "fmin": [1, 3, 23], "fmin_cobyla": 8, "fmin_slsqp": [8, 13], "fminbnd": 13, "fminbound": [1, 13], "fminsearch": 8, "fname": [0, 13], "fnew": 23, "focu": [13, 20, 36], "focus": [19, 26, 30], "fode": 39, "fogler": [1, 13, 16, 30], "fold": 30, "folli": 9, "follow": [0, 1, 2, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 20, 21, 24, 25, 26, 27, 28, 29, 31, 33], "font": [9, 10], "fontnam": 9, "fontsiz": 9, "fontstyl": 9, "fontweight": 9, "forc": [9, 13, 39], "forest": 9, "forestgreen": 9, "forget": 15, "form": [0, 1, 2, 3, 6, 7, 13, 16, 17, 27, 28, 29, 30, 31, 32, 33, 34], "formal": [6, 16, 25, 32, 34], "format": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 30, 31, 32, 33], "formatstr": 0, "formul": [1, 2, 13, 27, 31, 34], "formula": [6, 13, 15, 16, 17, 20, 23, 24, 27, 28, 31, 34], "forth": 20, "fortran": [5, 16], "forward": [2, 6, 13, 25], "found": [6, 7, 9, 10, 12, 13, 19, 23, 29, 30, 31, 32, 34], "foundat": [0, 27, 34, 36], "four": [0, 2, 5, 16, 17, 18, 24, 27, 31], "fourier": 32, "fourierseri": 32, "fourth": [0, 1, 13, 30, 38], "fox": [0, 18], "fp": 2, "fprime": [2, 6, 7, 12, 13, 20, 31], "fpt": 2, "fr": 12, "frac": [1, 2, 6, 7, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 28, 31, 32, 34], "fraction": [0, 11, 15], "fragil": [10, 11, 12], "frame": [2, 13], "framework": 28, "franc": 9, "fratern": 0, "free": [4, 14, 34], "freedom": [1, 6, 11, 24, 30], "french": 9, "frequent": [10, 20], "fresh": 9, "friction": [6, 13], "friend": [9, 11], "friendli": 43, "from": [0, 1, 2, 3, 4, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43], "front": [0, 21, 30], "frost": 9, "frustrat": 9, "fsolv": [0, 3, 6, 8, 11, 12, 13, 21, 22, 23, 28, 29, 31], "fspath": 13, "ft": [0, 6, 21], "fuchsia": 9, "full": [0, 2, 9, 13, 15, 20], "full_output": [2, 12, 13, 14, 20, 21, 22, 31], "fulli": [6, 12], "fulvou": 9, "fun": [0, 16, 17, 23, 24, 25, 26, 29, 31, 34], "func": [0, 1, 2, 3, 6, 7, 8, 10, 11, 12, 13, 20, 24, 26, 31], "func2": 12, "func3": 12, "funcanim": 2, "function": [1, 3, 4, 5, 9, 10, 11, 12, 13, 14, 17, 18, 19, 21, 22, 25, 26, 29, 30, 32, 34, 40, 43], "functool": 0, "fundament": [5, 13, 25, 28], "further": [0, 2, 4, 13, 28, 29], "fusion": 9, "futur": [0, 3, 6, 10, 13, 16, 20, 28, 32], "futurewarn": [6, 28], "fuzzi": [9, 40], "fv": [10, 37], "fvec": 20, "fx": 23, "fx0": 23, "fy": [7, 23], "fy0": 23, "fy_exit": 23, "fz": 13, "g": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 14, 15, 16, 17, 18, 20, 21, 22, 24, 25, 26, 28, 30, 31, 32, 33, 34, 38, 40], "g2": 3, "g3": 3, "g_": 13, "g_j": 13, "g_wg": 13, "ga": [2, 6, 11, 21], "gain": 16, "gainsboro": 9, "gal": 18, "gallon": 18, "gambl": 11, "gambog": 9, "game": 11, "gase": 13, "gate": 9, "gaussian": [13, 16, 43], "gaussian_process": 34, "gaussian_quadratur": [16, 34], "gaussian_special_cas": 40, "gaussianprocess": 34, "gave": [9, 17, 34], "gc": [10, 13], "gca": [9, 22], "gcc": [10, 37], "gcf": [9, 13], "ge": [13, 26], "gen": [2, 10], "gener": [0, 2, 5, 7, 8, 10, 11, 13, 14, 15, 17, 18, 20, 22, 24, 25, 26, 27, 29, 31, 32, 33, 36, 41, 43], "geomspac": 30, "get": [0, 2, 3, 4, 5, 6, 7, 8, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 38, 41], "get_ipython": [1, 7, 24, 37, 38, 42], "get_length": 10, "get_steady_st": 19, "get_yticklabel": 9, "getattr": 13, "getcwd": 10, "gga": 13, "ghost": 9, "ghostwhit": 9, "giant": [9, 27], "gif": 2, "ginger": 9, "gist": [23, 31, 36], "github": [20, 23, 24, 34, 36], "give": [0, 1, 5, 6, 7, 10, 13, 15, 23, 38], "given": [0, 1, 2, 3, 5, 6, 7, 11, 13, 16, 18, 19, 22, 24, 25, 27, 29, 30, 31, 34], "gj": 13, "gjo": 13, "glacier": 9, "glaucou": 9, "glibc2": [10, 37], "gliq": 13, "glitter": 9, "global": [15, 29], "glori": 9, "glossari": 11, "gm": 2, "go": [0, 1, 2, 4, 6, 7, 9, 12, 13, 15, 17, 18, 19, 22, 23, 30, 31, 32, 33], "goal": [1, 2, 7, 9, 10, 12, 13, 14, 15, 17, 25, 30, 31, 34], "goe": [2, 6, 15, 16, 18, 20, 22, 24, 25, 29, 32, 33], "gogh": 9, "gold": 9, "golden": 9, "goldenrod": 9, "gone": 13, "good": [0, 1, 2, 3, 6, 7, 8, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 38], "googl": [40, 43], "got": [2, 10, 11, 13, 14, 17, 24], "gov": [11, 13], "govern": [2, 18, 22], "gp": [34, 39], "gpa": 31, "gpflow": 34, "gpml": 34, "gpy": 34, "gra": 9, "grad": [31, 32, 33], "grad_and_aux": [31, 32, 33], "grad_nam": [31, 32, 33], "grad_partit": [31, 32, 33], "grad_sort": [31, 32, 33], "grade": [10, 11], "grade_kei": 10, "gradient": [6, 8, 13, 17, 22, 24, 31, 32], "gradual": [2, 7], "grai": [9, 10, 13, 32, 33, 34], "granni": 9, "grape": 9, "graph": [0, 1, 2, 7, 9, 13, 19, 22, 25], "graphic": [0, 2, 17, 20, 21, 23, 28, 32], "great": [2, 3, 6, 13, 17, 22, 34], "greater": [5, 6, 11, 13, 25, 26, 32, 40], "green": 9, "greenberg": [17, 31], "greenyellow": 9, "grei": 9, "grid": [2, 13, 18, 22, 28], "gritti": 36, "ground": [24, 36], "group": 10, "group1": 10, "group2": 10, "group3": 10, "groupnam": 10, "grow": [27, 30, 43], "growth": [0, 18], "grullo": 9, "grxn": 13, "grxn_29815": 13, "gtup": 10, "guess": [7, 8, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 40], "gui": 2, "guidanc": [6, 28], "guidelin": 24, "gum": 9, "gumroad": [4, 43], "guppi": 9, "gustafso": 29, "gut": 2, "gwigglewiggl": 13, "gy": 7, "h": [2, 5, 6, 8, 11, 15, 17, 19, 22, 23, 25, 28, 29, 30, 31, 32, 34], "h0": [2, 12], "h1": 13, "h2": [5, 13, 28], "h2o": 13, "h3": 13, "h4": 13, "h_": 13, "h_2": 13, "h_298": 13, "h_2o": 13, "h_i": 13, "ha": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 43], "had": [2, 4, 6, 7, 9, 10, 11, 13, 16, 17, 26, 32, 34], "hahah": 0, "halay\u00e0": 9, "half": [22, 25], "han": 9, "hand": [5, 7, 13, 14, 23, 28, 29, 30, 31, 34], "handbook": [7, 11, 13], "handi": [0, 10, 40], "handl": [2, 6, 7, 10, 11, 13], "hansa": 9, "happen": [0, 3, 6, 7, 15, 17, 18, 19, 22, 23, 27, 28, 30, 31, 33, 34, 36], "happi": 15, "hard": [0, 2, 6, 7, 9, 10, 11, 15, 18, 19, 22, 23, 28, 30, 42, 43], "harder": [2, 6, 10], "hardli": [22, 34], "harlequin": 9, "harvard": 9, "harvest": [8, 9, 26], "hasattr": [0, 9, 12], "hash": 26, "hashabl": 26, "hashcach": [1, 7, 24, 37, 38, 42], "have": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 43], "hbr": [5, 28], "head": 34, "heart": 9, "heat": [7, 20], "heavier": 17, "heavisid": 6, "height": 26, "heliotrop": 9, "hello": [14, 36], "help": [0, 2, 5, 6, 10, 11, 13, 14, 16, 17, 18, 21, 22, 24, 25, 28, 32, 34, 43], "helper": 31, "henc": [11, 13, 32], "here": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 43], "hermitian": 2, "hess_inv": [23, 24, 25, 26, 29, 34], "hessian": [24, 25, 29, 30, 31, 32, 33, 40], "hessian_tensor_product": [31, 32, 33], "hessian_vector_product": [31, 32, 33], "heurist": 30, "hex": 9, "hexcod": 9, "hf": 13, "hf298": 13, "hf_29815_co": 13, "hf_29815_co2": 13, "hf_29815_h2": 13, "hf_29815_h2o": 13, "hf_ga": 13, "hf_liq": 13, "hi": [9, 15], "hidden": [7, 11, 26, 32], "high": [6, 8, 9, 13, 22, 23, 28, 30], "higher": [6, 13, 18, 19, 26, 30, 33, 43], "highest": 8, "highli": [27, 30], "highlight": [21, 23], "him": 9, "hindsight": 24, "hip": 32, "hist": [11, 24, 25], "histogram": 11, "histor": [16, 25], "histori": 34, "hit": 20, "hline": 13, "hmax": [2, 12], "hmin": [2, 12], "hollywood": 9, "holomorphic_grad": [31, 32, 33], "home": [10, 12], "honeydew": 9, "honolulu": 9, "hooker": 9, "hope": 43, "hopit": 13, "horizont": [0, 9, 13], "hors": 9, "hostedtoolcach": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "hot": 9, "hotpink": 9, "hour": [13, 16], "how": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "howev": [0, 1, 2, 6, 7, 10, 11, 12, 13, 15, 16, 17, 22, 24, 25, 26, 27, 28, 29, 30, 33, 34], "hr": [12, 16], "hrxn": 13, "hrxn_29815": 13, "hsplit": 0, "hstack": [2, 27], "htm": [11, 13, 40], "html": [0, 1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 21, 23, 25, 27, 28, 32, 34], "htt": 13, "http": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 17, 20, 21, 23, 24, 25, 27, 28, 29, 30, 32, 34, 40, 41, 42, 43], "hub": 41, "huge": [12, 30], "human": 15, "hunter": 9, "hve": 7, "hybr": 0, "hydrocarbon": 13, "hydrogen": [5, 28], "hyperparamet": [30, 32, 33], "hypothes": 11, "i": [0, 1, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 41, 42, 43], "i1": [1, 13, 17], "i2": [1, 6, 17], "iapw": 13, "iapws97": 13, "ic1": 13, "iceberg": 9, "icon": [15, 36], "ictcm": 2, "icterin": 9, "id": [6, 13], "idea": [1, 2, 6, 7, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 38], "ideal": [2, 11, 13, 19], "ident": [6, 27], "identifi": [0, 5, 7, 8, 10, 13, 17, 23, 28], "ieq": 26, "ieqcon": 13, "ier": [12, 21], "ifft": 6, "ifunc": 3, "ig": 3, "ignor": [11, 27, 28, 40, 43], "ignore_except": [40, 42], "ij": 34, "ill": [27, 28, 34], "illeg": 0, "illumin": 9, "illustr": [0, 1, 2, 5, 6, 7, 9, 11, 13, 15, 17, 24, 25], "imag": [0, 2, 6, 21, 41], "imagin": [0, 23, 32], "imaginari": [6, 7, 13, 21], "imaginary_unit": 13, "imax": 8, "imin": 24, "immedi": 17, "immers": 36, "immut": 0, "impact": [22, 33], "imperi": 9, "imperm": 2, "implement": [0, 2, 5, 6, 13, 14, 16, 17, 20, 23, 28, 31], "impli": 6, "implicit": [7, 13], "implicitli": [3, 6, 34], "import": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 41, 42], "importerror": [6, 16, 22], "impos": [13, 30], "imprecis": 5, "improv": [7, 12, 16, 20, 21, 29, 33, 38], "inaccur": 25, "inch": 9, "inchworm": 9, "includ": [0, 1, 2, 3, 6, 11, 12, 13, 14, 15, 16, 19, 22, 23, 24, 25, 28, 30, 34, 38], "inclus": 38, "incom": [13, 18], "incompat": 5, "inconclus": 29, "inconveni": [0, 2], "incorpor": 11, "increas": [2, 3, 6, 9, 11, 12, 13, 16, 17, 18, 25, 28, 30, 32, 34], "increasingli": 33, "increment": [15, 16, 17], "incub": 25, "ind": [5, 9, 13, 28, 33], "indefinit": 6, "indent": 15, "independ": [0, 1, 2, 10, 17, 18, 24, 26, 27, 30, 31, 34, 40], "index": [2, 3, 5, 10, 11, 15, 16, 17, 23, 31, 33, 43], "india": 9, "indian": 9, "indianr": 9, "indic": [0, 2, 5, 7, 8, 9, 11, 13, 16, 17, 20, 24, 34], "indigo": 9, "individu": [15, 33], "ineq": 26, "inequ": [11, 13], "inf": [16, 27], "infeas": 26, "infin": [16, 23, 29, 30], "infinit": [16, 20, 27, 32], "influenc": [25, 34], "info": [5, 14, 20, 21, 22], "infodict": 12, "inform": [2, 3, 5, 7, 10, 13, 15, 20, 24, 30, 34, 40], "infti": [16, 32], "inher": 6, "inherit": 15, "inhomogen": [2, 13], "init": [2, 13, 22], "init_random_param": [32, 33], "initi": [2, 5, 6, 7, 8, 10, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 28, 30, 31, 32, 33, 40], "initial_guess": [1, 3, 24], "inlet": [2, 7, 16, 20], "inlin": 0, "innoc": 6, "inplac": 10, "input": [0, 13, 29, 30, 31, 32, 33], "insert": 15, "insid": [0, 2, 10, 13, 15, 16, 17, 19, 22, 28, 31], "insight": [1, 6, 34], "insiz": [32, 33], "inspect": [0, 1, 5, 7, 17, 23, 24, 25, 26, 27, 28, 32, 37, 38, 42], "inspir": [6, 38], "instabl": 23, "instal": [2, 5, 10, 11, 13, 24, 25, 41], "instanc": [2, 7, 9, 12], "instead": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 24, 27, 30, 31, 34, 41], "insuffici": 2, "int": [0, 2, 5, 6, 10, 11, 13, 16, 26, 27, 28, 33, 40], "int32": [14, 30], "int64": [27, 28], "int_": [6, 7, 13, 16, 20, 32], "int_0": [0, 6, 13, 14, 16, 17, 22, 38], "int_1": 16, "int_2": 6, "int_a": [6, 15, 17, 31], "int_c": 31, "integ": [0, 6, 10, 11, 13, 15, 26, 32, 33], "integr": [0, 1, 2, 4, 9, 11, 12, 14, 15, 18, 19, 20, 21, 22, 23, 28, 29, 34, 39, 43], "integrand": [6, 7, 13, 14, 16, 17, 20, 21, 22, 31], "integrationwarn": 16, "intend": [15, 22], "intens": [9, 13], "interact": [10, 14], "interactiveshel": 13, "intercept": [1, 11, 30, 34], "interchang": 5, "interest": [2, 6, 7, 11, 13, 25, 31, 34], "interestingli": [3, 13], "interfac": [13, 16, 23, 26, 31, 38], "interior": 22, "intermedi": [2, 16, 25, 33, 34], "intern": [2, 9, 15, 17], "internal_term1": 17, "interp1": 13, "interp1d": [2, 3, 6, 13, 29], "interpol": [2, 6, 13, 16, 19, 30, 39, 43], "interpret": [2, 6, 17, 18, 21, 24, 29, 30, 33, 34], "intersect": [13, 20, 21, 28], "interv": [2, 6, 7, 16, 17, 18, 19, 23, 40], "intrins": 0, "intro": [34, 39], "introduc": [5, 6, 7, 14, 20, 23, 26, 27, 29, 30, 31, 34], "introduct": [36, 43], "introselect": [31, 32, 33], "intuit": [13, 34], "inv": [1, 5, 11, 25, 27, 28, 29, 30, 34], "invalid": [13, 27], "invalu": 20, "invers": [0, 5, 17, 25, 29, 30, 32, 34], "invert": [27, 34], "involv": [6, 19, 25, 29], "io": [15, 34], "io_open": 13, "iord": 14, "ip": 2, "ipykernel_1842": 0, "ipykernel_1896": 2, "ipykernel_1925": 3, "ipykernel_1951": 5, "ipykernel_1976": 6, "ipykernel_2004": 7, "ipykernel_2059": 9, "ipykernel_2151": 13, "ipykernel_2182": 14, "ipykernel_2229": 16, "ipykernel_2342": 20, "ipykernel_2367": 21, "ipykernel_2398": 22, "ipykernel_2425": 23, "ipykernel_2450": 24, "ipykernel_2601": 29, "ipykernel_2772": 38, "ipython": [1, 7, 13, 16, 24, 37, 38, 42], "iri": 9, "irresist": 9, "irrevers": 6, "irrit": 9, "isabellin": 9, "iscomplextyp": 27, "iseg": 13, "isinst": [2, 10, 13, 31, 32, 33], "islam": 9, "isn": [24, 27, 31], "isobutan": 13, "isol": 14, "isotherm": 13, "isotop": 13, "isotrop": 31, "issu": [3, 6, 13, 17, 20, 24, 28, 30, 33, 38, 43], "ital": [9, 15], "italian": 9, "item": [0, 17, 26, 38], "iter": [1, 2, 3, 5, 7, 8, 12, 13, 16, 17, 19, 20, 21, 23, 27, 29, 30, 31, 32, 34, 38], "ith": 5, "itim": 2, "itl": 11, "its": [2, 13, 15, 16, 25, 27, 28, 29, 34, 43], "itself": [5, 6, 10, 19, 28], "ivori": 9, "ivp": 40, "ixpr": [2, 12], "j": [2, 5, 6, 7, 12, 13, 21, 28, 29, 30, 31, 34], "j0": 13, "j_": 14, "j_0": [2, 7], "j_1": 7, "jaan": [2, 22], "jac": [2, 13, 23, 24, 25, 26, 29, 31, 34], "jacket": 9, "jacobian": [7, 21, 30, 31, 32, 33, 40], "jade": 9, "jam": 9, "janafg": 13, "japanes": 9, "jargon": 32, "jasmin": 9, "jasper": 9, "jax": 31, "jazzberri": 9, "jb": 10, "jelli": 9, "jet": [2, 9], "jjwteach": 2, "jkitchin": [4, 41, 43], "jn": [2, 7], "jn_zero": 7, "job": 3, "joblib": [1, 7, 24, 37, 38, 42], "john": 40, "join": [6, 11, 28, 30], "jonquil": 9, "journal": 24, "journei": [35, 36], "judg": 13, "judgement": [2, 3, 8], "judgment": [5, 6, 7, 30], "jump": 16, "jun": [10, 37], "june": 9, "jungl": 9, "jupyt": [4, 39, 41, 43], "just": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 13, 15, 16, 17, 18, 19, 20, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 41], "justif": 6, "justifi": 11, "jv": 14, "k": [0, 1, 2, 3, 6, 7, 9, 11, 12, 13, 16, 18, 20, 23, 24, 25, 26, 27, 30, 31, 34, 40], "k0": 2, "k1": [13, 17, 28, 31, 34], "k2": [13, 17, 28, 34], "k3": 17, "k4": 17, "k_": [13, 31, 34], "k_1": [13, 28, 31], "k_2": 28, "k_fit": 1, "k_func": 13, "k_temperatur": 13, "kcal": 13, "kcov": 1, "keep": [5, 7, 18, 23, 34], "kei": [0, 2, 6, 9, 10, 18, 20, 21, 24, 26, 27, 30, 31, 34], "kelli": 9, "kelvin": 13, "kenyan": 9, "keppel": 9, "kernel": 15, "keyerror": [2, 26], "keyword": [0, 8, 10, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "kg": [12, 13], "khaki": 9, "kilomet": 7, "kind": [0, 2, 3, 5, 6, 9, 10, 13, 15, 17, 20, 22, 23, 26, 29, 30, 31, 32, 33, 34], "kinet": 13, "kitchin": 40, "kitchingroup": [4, 14, 40], "kiusalaa": [2, 22], "kj": 13, "kl": 5, "klein": 9, "kmol": [16, 23], "know": [0, 1, 2, 3, 5, 6, 10, 11, 13, 16, 17, 18, 19, 20, 22, 23, 24, 25, 27, 28, 29, 31, 33, 34, 36, 38], "knowledg": [26, 29, 32, 36], "known": [0, 2, 5, 6, 7, 8, 11, 13, 14, 16, 17, 24, 25, 26, 28, 34, 40], "ko": [1, 3, 11], "kobe": 9, "kobi": 9, "kp": 34, "kp1": 34, "kp2": 34, "kpa": 13, "kprime": [12, 13], "krang": 20, "kreysig": [2, 5, 27, 31], "kreyszig": 5, "kt": 34, "kth": [31, 32, 33], "ku": [5, 9], "kudo": 13, "kw": 0, "kwarg": [0, 2, 13, 31, 32, 33, 40], "kwd": 10, "l": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 20, 24, 25, 26, 28, 30, 31, 34], "l1": 30, "l1_sol": 25, "l2": 30, "l2p": 30, "la": [5, 9], "lab": [3, 29, 41], "lab7": 29, "label": [1, 2, 3, 5, 6, 7, 8, 9, 13, 14, 17, 18, 19, 22, 24, 28, 30, 32, 33], "lack": [0, 1], "lag": 11, "lagrange_multipli": 8, "lait": 9, "lam": [30, 34], "lambda": [2, 6, 7, 8, 9, 10, 29, 30, 31, 32, 33, 34], "lambda_1": 2, "lambda_2": 2, "lambda_k": 29, "lambda_span": 7, "laminar": [6, 13], "land": [8, 26], "languag": [14, 15, 27, 38], "languid": 9, "lapi": 9, "laplac": 2, "larg": [0, 2, 5, 6, 10, 11, 13, 23, 24, 25, 27, 28, 30, 31, 32, 33, 34], "larger": [2, 5, 6, 13, 17, 24, 25, 29], "largest": [5, 13, 29], "laser": 9, "last": [0, 1, 2, 4, 6, 7, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 37, 38, 40, 42], "last_step": 19, "later": [0, 2, 9, 10, 11, 13, 16, 17, 19, 20, 24, 25, 32, 34], "latest": [13, 34], "latex": [12, 15, 16], "latin1": 13, "latt": 9, "launch": 41, "laurel": 9, "lava": 9, "lavend": 9, "lavenderblush": 9, "law": [7, 11, 13, 20], "lawn": 9, "lawngreen": 9, "layer": [32, 33], "layer_s": [32, 33], "lazuli": 9, "lb": [6, 12, 21], "lb_m": 13, "lbic": [1, 7, 24, 37, 38, 40, 42], "lbmol": 12, "ldot": 6, "le": [2, 13, 26, 30], "lead": [2, 6, 7, 10, 12, 13, 15, 16, 17, 19, 20, 22, 25, 27, 29, 30, 32], "learn": [0, 4, 7, 13, 14, 15, 17, 20, 21, 22, 24, 25, 28, 30, 31, 35, 36, 38, 39, 43], "least": [2, 5, 6, 13, 18, 19, 20, 23, 28, 30, 40], "least_squar": 32, "leastsq": 1, "leather": 9, "leav": [0, 2, 13, 17, 31, 32], "lectur": [14, 16, 20, 28, 30, 34], "lecture16": 2, "left": [2, 5, 6, 13, 15, 16, 17, 19, 24, 27, 28, 29, 30, 31, 33, 34], "legend": [1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 17, 18, 19, 21, 23, 24, 25, 29, 30, 31, 32, 33, 34], "lemon": 9, "lemonchiffon": 9, "len": [1, 2, 5, 6, 8, 10, 11, 13, 16, 17, 22, 24, 27, 28, 29, 30, 31, 32, 33, 34], "length": [2, 5, 10, 12, 13, 16, 18, 23, 26, 29, 34], "lengthscal": 34, "less": [0, 2, 5, 6, 8, 10, 11, 13, 16, 17, 18, 20, 22, 25, 26, 27, 30, 31, 34, 40], "let": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 38], "letter": 10, "lettergrad": 10, "level": [1, 11, 13, 15, 21, 24, 26, 30, 40], "leverag": [22, 27, 29], "li": [1, 30], "lib": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "librari": [0, 8, 14, 15, 16, 17, 20, 25, 28, 30, 41, 43], "licens": 40, "licoric": 9, "lie": [1, 11], "life": 25, "light": [9, 10], "lightblu": 9, "lightcor": 9, "lightcyan": 9, "lightgoldenrodyellow": 9, "lightgrai": [9, 10], "lightgreen": 9, "lightgrei": 9, "lightli": [32, 36], "lightpink": 9, "lightsalmon": 9, "lightseagreen": 9, "lightskyblu": 9, "lightslategrai": 9, "lightslategrei": 9, "lightsteelblu": 9, "lightweight": 15, "lightyellow": 9, "like": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41], "likeliehood": 34, "likelihood": 34, "likewis": [2, 9], "lilac": 9, "lime": 9, "limegreen": 9, "limerick": 9, "limit": [0, 2, 6, 8, 11, 13, 16, 18, 19, 23, 26, 32], "limits_": [5, 6, 13, 28], "limits_j": 13, "linalg": [1, 2, 5, 7, 11, 25, 27, 28, 29, 30, 31, 32, 33, 34, 40], "linalgerror": 27, "lincoln": 9, "line": [0, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 19, 20, 22, 24, 25, 26, 27, 28, 32, 33, 34, 37, 38, 41, 42], "line2d": 9, "linear": [0, 3, 6, 7, 11, 16, 20, 21, 24, 25, 29, 32, 33, 39, 40, 43], "linearli": [3, 5, 11, 14, 17, 27, 28, 33], "linen": 9, "linestyl": [20, 30], "linewidth": 9, "lingo": 32, "link": [6, 13, 40, 43], "linspac": [0, 1, 2, 3, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34], "linux": [5, 10, 15, 37], "lion": 9, "liquid": 6, "lisp": 38, "list": [2, 3, 6, 7, 9, 11, 12, 13, 15, 16, 17, 20, 23, 26, 27, 31, 32, 33, 43], "list_of_color": 9, "listcomp": 13, "listdir": 10, "littl": [2, 7, 8, 9, 11, 12, 13, 16, 17, 19, 21, 26, 28, 30, 32, 33, 34, 36], "live": 6, "liver": 9, "ll": [2, 26, 34], "lms_sol": 25, "ln": 13, "load": 13, "loadtxt": [1, 9, 11, 13], "loc": [1, 2, 3, 6, 7, 8, 9, 13, 18, 19], "local": [0, 2, 13, 16, 29, 31, 32, 33, 34], "locat": [8, 13, 17], "log": [0, 6, 13, 20, 25, 30, 34], "log10": [0, 6, 13], "log_likelihood": 34, "logarithm": 17, "logic": [6, 10, 15], "logp": 34, "long": [2, 6, 13, 15, 19, 23, 25], "longer": [2, 10, 19, 27, 30], "look": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 30, 31, 32, 33, 34], "lookup": 26, "loop": [2, 6, 16, 17, 20, 21, 28, 34], "lose": 11, "loss": [6, 11, 13, 40], "lost": [11, 12], "lot": [0, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 19, 20, 23, 24, 25, 27, 30, 31, 34, 35, 36, 38], "lotka": 18, "low": [13, 23, 34], "lower": [5, 6, 7, 9, 10, 13, 18, 19, 23, 27, 28, 40], "lowercas": 10, "lowest": 30, "lp": 8, "lp_sol": 25, "lspan": 7, "lstsq": [1, 5, 11, 30, 40], "lu": 5, "lub": 5, "luck": 11, "lucki": 13, "luckili": 13, "lumber": 9, "lump": 6, "lust": 9, "lw": [2, 6, 9, 13, 18, 19], "m": [0, 1, 2, 5, 7, 9, 10, 11, 12, 13, 15, 16, 23, 24, 25, 27, 28, 30, 34, 40], "m0": 2, "m1": 13, "m2": 13, "m_": 2, "mac": 15, "machin": [5, 6, 10, 25, 28, 30, 31, 36, 37, 39, 43], "made": [17, 20, 23, 24, 25, 27, 32, 34, 35], "magenta": [0, 9], "magic": 9, "magnifi": 6, "magnitud": [2, 5, 6, 9, 13, 27, 29, 30, 32], "magnolia": 9, "mahogani": 9, "mai": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 36], "main": [0, 2, 10, 13, 14, 15, 16, 17, 18, 20, 27, 28, 29, 31, 34, 37, 43], "maintain": 26, "maiz": 9, "major": [0, 4, 13, 36], "majorel": 9, "make": [0, 1, 2, 3, 5, 6, 7, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 40, 43], "make_ggnvp": [31, 32, 33], "make_hvp": [31, 32, 33], "make_jvp": [31, 32, 33], "make_vjp": [31, 32, 33], "malachit": 9, "man": 5, "manag": [2, 10, 42], "manate": 9, "mandatori": [0, 15], "mango": 9, "mani": [0, 1, 2, 4, 5, 6, 7, 9, 11, 13, 15, 16, 17, 18, 20, 23, 24, 25, 27, 28, 30, 31, 32, 33, 34, 36, 38, 43], "mania": 9, "manipul": [21, 28], "manner": 13, "manti": 9, "manual": [2, 9, 13, 16, 23, 29, 31, 34], "map": [0, 10, 18], "mapl": [6, 28], "mardi": 9, "markdown": 14, "marker": [0, 9], "market": [8, 26], "markrobrien": 7, "markup": 15, "maroba": [20, 23, 24], "maroon": 9, "mask": [0, 13], "mass": [2, 18, 27, 28], "mass_bal": 2, "master": 36, "mat": 10, "match": [6, 10, 13, 27, 29, 33], "materi": [13, 24, 30], "math": [2, 15, 16, 18, 19, 28, 29, 33, 36, 39, 42, 43], "math55": 2, "mathbf": [5, 27, 28, 29, 30, 31, 32, 34], "mathcad": 12, "mathemat": [2, 5, 6, 10, 13, 14, 15, 16, 17, 27, 29, 33, 34, 36, 43], "mathematica": [6, 28], "mathit": [5, 27], "mathwork": [6, 21, 25], "mathworld": 32, "matlab": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], "matplotlib": [0, 1, 2, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37], "matric": [0, 5, 27, 29, 34], "matrix": [0, 1, 2, 13, 25, 28, 29, 30, 31, 32, 33, 34, 40], "matrix_multipl": 27, "matrix_rank": [27, 28], "matrixlab": 8, "matter": [13, 16, 33], "mauv": 9, "mauvel": 9, "max": [1, 2, 3, 5, 6, 8, 9, 13, 17, 19, 20, 22, 24, 27, 39], "max_epoch": [32, 33], "max_row": 13, "max_step": [7, 19, 31, 40], "max_x_ev": 19, "maxfev": [2, 12, 13, 31], "maxim": [8, 26, 34], "maxima": [8, 9, 13, 19, 22], "maximum": [3, 6, 13, 14, 16, 19, 20, 22, 23, 26, 29], "maxit": 30, "maxwel": 13, "maya": 9, "mayb": [0, 2, 27, 33], "me": [6, 13, 14, 43], "mead": 30, "meadow": 9, "mean": [0, 1, 2, 5, 6, 7, 11, 12, 13, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "meander": 32, "meaning": [24, 33, 34], "meant": [15, 24], "measur": [2, 7, 11, 16, 20, 21, 24, 25, 27, 29, 34, 38], "meat": 9, "mec": 9, "medium": 9, "mediumaquamarin": 9, "mediumblu": 9, "mediumorchid": 9, "mediumpurpl": 9, "mediumseagreen": 9, "mediumslateblu": 9, "mediumspringgreen": 9, "mediumturquois": 9, "mediumvioletr": 9, "meet": [5, 10, 26], "mellon": 36, "mellow": 9, "melon": 9, "melt": 30, "memor": 24, "mental": 6, "menu": 15, "meringu": 9, "merri": [8, 26], "mesg": 12, "meshgrid": [1, 2, 8, 13, 18, 21, 26], "mess": [15, 29], "messag": [0, 17, 18, 19, 22, 23, 24, 25, 26, 29, 30, 31, 32, 34], "met": [0, 2, 8, 10, 13, 23], "metadata": 2, "metal": 9, "methan": 13, "methanol": 13, "method": [0, 5, 10, 11, 15, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 36, 38, 39, 40], "method_of_lin": 2, "metric": 25, "mexican": 9, "mfc": 9, "michael": 17, "middl": [13, 22, 23, 34], "midnight": 9, "midnightblu": 9, "midori": 9, "midpoint": 17, "might": [0, 2, 5, 6, 8, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 24, 25, 26, 27, 30, 31, 32, 33, 34], "mikado": 9, "miller": 9, "millimet": 7, "miminum": 13, "min": [1, 2, 5, 6, 7, 8, 13, 16, 17, 18, 20, 22, 23, 24, 28, 39, 40], "mind": [5, 7, 17], "mini": [13, 15], "minim": [3, 8, 17, 29, 30, 31, 34, 36], "minima": [8, 13, 19, 22, 32], "minimim": 24, "minimum": [1, 13, 23, 24, 25, 26, 29, 31], "minmax": 13, "minor": [2, 13, 34], "mint": 9, "mintcream": 9, "minu": [0, 5, 11, 13, 23, 28, 30], "minus_sid": 24, "minut": [2, 6, 23], "miracul": 6, "misc": [20, 23, 24, 25, 32, 33], "mismatch": [5, 13], "miss": 7, "mist": 9, "mistak": [12, 16, 17, 23, 26], "mistaken": 13, "misti": 9, "mistyros": 9, "mitig": 30, "mix": [2, 12, 13, 18, 29], "ml": [2, 12, 32, 39], "mmhg": 13, "moccasin": 9, "mod": 0, "mode": [4, 8, 9, 13, 43], "model": [1, 6, 13, 14, 24, 25, 29, 30, 31, 33, 36, 40, 43], "moder": [24, 27], "modern": [5, 25, 28], "modif": [10, 12], "modifi": [0, 1, 2, 6, 10, 20, 25, 26, 28, 30, 36, 39], "modul": [0, 1, 6, 7, 8, 10, 11, 13, 14, 16, 24, 28, 31, 32, 33, 34, 37, 38, 40, 42, 43], "modulenotfounderror": [1, 7, 11, 12, 13, 24, 37, 38, 42], "modulu": [22, 24], "mol": [1, 2, 6, 7, 11, 12, 13, 16, 20, 21, 23, 28], "mol_ni": 13, "molar": [7, 11, 13, 16, 20, 23, 31], "mole": [6, 11, 16, 21, 23, 28], "molecul": 13, "molecular": 13, "moment": 3, "monei": 26, "monoton": [2, 3, 6], "mont": [11, 24], "moonston": 9, "mordant": 9, "more": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 43], "morrison": 6, "mortuum": 9, "moss": 9, "most": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 42], "mostli": [16, 22, 32], "motiv": [16, 17, 34, 43], "mount": 41, "mountain": 9, "mountbatten": 9, "mous": 15, "move": [0, 9, 13, 15, 28], "moviewrit": 2, "mp4": 2, "mpa": 13, "mpl": [8, 9], "msemac": 2, "msg": [2, 20, 21, 22], "msg00401": 6, "msort": [31, 32, 33], "msu": 9, "mu": [2, 11, 12, 13, 19, 22, 28], "mu_1": 11, "mu_2": 11, "mu_j": 13, "much": [0, 2, 3, 4, 6, 10, 12, 13, 16, 17, 19, 23, 24, 27, 29, 30, 32, 33, 34], "mughal": 9, "mulberri": 9, "multi": [31, 32, 33], "multidimension": [12, 29], "multigrad_dict": [31, 32, 33], "multilin": [10, 15], "multipl": [0, 2, 5, 6, 7, 12, 13, 20, 25, 26, 28, 30, 31, 32, 34], "multipli": [1, 3, 5, 7, 9, 11, 13, 15, 18, 23, 24, 25, 26, 27, 30, 32, 40], "multipoint": 6, "munsel": 9, "murnaghan": [1, 24, 31], "must": [0, 2, 3, 5, 6, 7, 8, 10, 11, 13, 15, 18, 19, 20, 22, 24, 26, 27, 29, 30, 34], "mustard": 9, "mutabl": [0, 26], "mw": 13, "mw1": 13, "mw2": 13, "mxhnil": [2, 12], "mxord": [2, 12], "mxordn": [2, 12], "mxstep": [2, 12], "my": [0, 4, 14, 15, 31, 38], "mya": 0, "myfig": 0, "myfig2": 0, "myfunc": 9, "myod": [0, 1, 2, 13], "myplot": 0, "myrtl": 9, "mysillykw": 0, "n": [0, 1, 2, 5, 6, 7, 9, 10, 11, 12, 13, 16, 17, 18, 20, 21, 22, 23, 24, 27, 28, 29, 30, 31, 32, 33, 34, 38, 43], "n0": 13, "n1": [11, 13], "n2": [11, 13], "n_": 13, "n_j": 13, "n_t": 13, "nabla": 2, "nag": 5, "naiv": 22, "name": [0, 1, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 22, 24, 30, 31, 32, 33, 37, 38, 42], "nameerror": [11, 13, 16, 24, 31, 32, 33, 38], "namespac": [2, 16], "nan": [3, 29], "narrow": [2, 13], "natur": [0, 3, 10, 13, 18, 24, 38], "navajowhit": 9, "navi": 9, "navig": 36, "nbuilt": 5, "nc": 9, "nd": [2, 17, 25, 29, 30], "ndarrai": [12, 15], "ndim": [2, 3, 13, 20], "ndmin": 13, "nearbi": [17, 18, 34], "nearest": 6, "nearli": [11, 13, 27, 28], "necessari": [0, 5, 6, 12, 13, 17, 23, 28, 29, 30, 34], "necessarili": 29, "need": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41], "neg": [0, 2, 3, 5, 7, 8, 10, 11, 13, 19, 20, 24, 26, 28, 29, 32, 33], "neglect": 13, "neglig": [13, 27], "neighbor": [3, 7, 16, 34], "neighborhood": [6, 21], "neither": [3, 5, 6, 13], "nelder": 30, "nelement": 0, "neq": 15, "nervou": 6, "nest": [0, 1], "net": [5, 6, 8, 13, 18, 26], "network": [27, 34], "neural": 34, "neuron": [32, 33], "neval": 14, "never": [0, 2, 10, 19, 20, 27], "nevertheless": [5, 12], "new": [0, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 26, 27, 29, 30, 31, 32, 34, 38], "new_": 2, "new_arr": 17, "new_box": [31, 32, 33], "new_f": 2, "new_x": 2, "newaxi": 5, "newca": 30, "newer": [4, 43], "newli": 17, "newlin": 13, "newt": 30, "newton": 2, "next": [0, 1, 2, 5, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 29, 31, 32, 33, 34], "nfev": [0, 2, 13, 17, 20, 23, 24, 25, 26, 29, 31, 34], "nhere": 6, "ni": [2, 13], "ni3al": 13, "ni_": 13, "ni_3al": 13, "nial": 13, "nice": [0, 2, 5, 6, 10, 20, 31], "nicer": [6, 38], "nich": 10, "nickel": 13, "nikurads": [6, 13], "nintersect": 13, "nist": 11, "nit": [23, 24, 25, 26, 29, 31, 34], "nitrogen": 13, "nitti": 36, "nj": [2, 13], "njev": [17, 23, 24, 25, 26, 29, 31, 34], "nla": 39, "nlinfit": [24, 40], "nlpredict": 40, "nlu": 17, "nmax": 20, "nn": [32, 33], "node": [2, 10, 22, 31, 32, 33, 37], "node22": 5, "node24": 2, "noir": 9, "nois": [6, 13, 34], "noisi": 6, "non": [2, 6, 10, 11, 16, 20, 21, 26, 27, 28, 32, 34], "none": [0, 1, 2, 10, 11, 12, 13, 17, 18, 20, 30, 31, 32, 33, 34], "nonlinear": [0, 3, 6, 8, 11, 13, 17, 23, 27, 28, 30, 33, 34, 39, 40, 43], "nonlinearli": 32, "nor": [2, 5, 13], "norm": [5, 25, 27, 29, 30], "normal": [5, 8, 11, 12, 13, 18, 24, 29, 30, 32, 34], "nose": 9, "notabl": [1, 4, 11], "notat": [0, 2, 6, 13, 14, 15, 17, 32], "note": [0, 1, 2, 5, 6, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 43], "notebook": [4, 36, 37, 41, 43], "noth": [5, 7, 13, 15, 22], "nother": 26, "notic": [9, 12, 13], "notimpl": 11, "now": [0, 1, 2, 3, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 43], "nowher": 32, "np": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40], "npoint": [2, 13], "npr": [32, 33], "nr": 11, "nrh": 5, "nrt": 11, "ns2b": 12, "nsolv": 38, "nsw": 13, "nswap": 5, "nth": [0, 38, 39], "nthe": 6, "nthese": 6, "ntot": 13, "ntstep": 2, "nu": [2, 5, 6, 7, 13, 20, 28], "nu0": 6, "nu_0": [2, 6], "nu_i": 13, "nu_j": 13, "nuclear": 13, "nuj": 13, "null": 11, "num_it": [32, 33], "number": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 40], "numdifftool": [20, 23, 24, 25, 29, 30, 37, 40], "numer": [0, 5, 7, 8, 9, 14, 18, 19, 20, 21, 22, 23, 25, 28, 29, 30, 31, 36, 38], "numericalexpert": 6, "numinput": [2, 13, 31], "numpi": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 43], "numpoint": 3, "numpy_box": [31, 32, 33], "numpy_jvp": [31, 32, 33], "numpy_vjp": [31, 32, 33], "numpy_vspac": [31, 32, 33], "o": [1, 2, 6, 7, 9, 10, 15, 24, 34, 37, 38, 42], "o2": 13, "obei": 2, "obj": [0, 20, 29, 31], "object": [0, 1, 2, 3, 6, 7, 8, 12, 13, 17, 21, 24, 25, 26, 30, 31, 32], "objective1": 33, "objective10": 33, "objective2": [20, 33], "objective3": 33, "objective33": 33, "observ": [13, 15, 30, 33, 40], "obtain": [3, 10, 12, 13, 16, 17, 25, 30], "obviou": [2, 20, 25, 26], "obvious": 25, "occasion": [0, 5, 6, 7, 10, 15], "occur": [2, 6, 13, 17, 19, 20, 28, 32], "ochr": 9, "od": [0, 7, 13, 20, 22, 23, 31, 34, 39, 40], "odd": [3, 11, 13], "odefun": 2, "odefunc": 2, "odeint": [0, 1, 2, 7, 12, 13, 18], "odesolv": 2, "off": [2, 9, 13, 15], "offer": [1, 6], "offset": 32, "often": [0, 1, 2, 3, 5, 9, 10, 11, 12, 15, 16, 19, 23, 24, 25, 29, 30, 31, 32, 34, 38], "ok": [5, 11, 15, 27, 31, 32], "old": [17, 28], "older": [4, 18, 27], "oldlac": 9, "oliv": 9, "olivedrab": 9, "omorjan": 13, "onc": [0, 6, 7, 10, 12, 13, 15, 23, 24, 25, 40], "one": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 40, 43], "ones": [2, 6, 11, 13, 17, 18, 20, 22, 23, 27, 28, 29, 30, 32], "oni": 7, "onli": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 27, 28, 30, 31, 32, 34, 36, 38], "onto": 12, "op": 2, "open": [9, 10, 13, 15], "openopt": 8, "oper": [3, 5, 6, 10, 13, 14, 20, 23, 27, 28, 32, 42], "operand": [0, 27], "opinion": [15, 31, 38], "opportun": [5, 12, 14, 23], "oppos": 28, "opposit": [0, 5, 18, 28, 29, 30], "opt": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "optim": [0, 1, 2, 3, 4, 6, 7, 11, 12, 20, 21, 22, 24, 28, 30, 32, 33, 34, 38, 39, 40, 43], "option": [0, 2, 10, 12, 13, 15, 17, 18, 19, 23, 25, 30, 31, 32, 38], "orang": [0, 9], "orchid": 9, "order": [0, 1, 4, 5, 6, 7, 8, 11, 15, 16, 21, 22, 23, 24, 28, 29, 30, 31, 32, 33, 36, 43], "ordinari": [7, 19, 21], "ordinarili": 10, "org": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 13, 15, 17, 20, 23, 24, 25, 27, 28, 30, 34, 40], "organ": [0, 4, 9, 13, 15], "orient": 8, "origin": [0, 2, 3, 4, 6, 7, 8, 10, 12, 13, 22, 25, 28, 29, 31, 32, 34, 36], "original_count": 15, "orjson": [1, 7, 24, 37, 38, 42], "orlean": 12, "orthogon": 27, "oscil": [2, 13, 20], "oscillatori": [19, 34], "other": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 41, 43], "otherwis": [6, 13, 20, 31, 32], "otherword": 2, "ounc": 18, "our": [0, 1, 2, 5, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 26, 27, 30, 31, 32, 33, 34, 36], "ourselv": [6, 16, 24, 28, 32], "out": [0, 1, 2, 3, 5, 6, 7, 8, 9, 13, 15, 17, 18, 19, 20, 23, 24, 25, 27, 29, 30, 32, 33, 34, 38], "outer": [5, 13], "outfil": 2, "outlin": 9, "output": [0, 2, 10, 13, 14, 15, 17, 18, 20, 22, 24, 30, 31, 32, 33], "output_shap": [2, 13, 31], "outsid": [2, 13, 15, 19, 33], "outsiz": [32, 33], "over": [0, 3, 4, 6, 9, 10, 11, 13, 16, 17, 18, 19, 20, 21, 23, 27, 30, 31, 34, 43], "overal": 13, "overestim": [3, 6, 16], "overfit": [6, 11, 29, 30, 32, 33], "overlai": 18, "overlap": [2, 11, 21], "overshot": 2, "overwrite_ab": 5, "overwrite_b": 5, "own": [6, 9, 27, 29, 41], "oxygen": 13, "oz": 18, "p": [1, 2, 5, 6, 8, 9, 11, 12, 13, 15, 17, 21, 22, 24, 25, 26, 28, 29, 30, 31, 34, 40], "p0": [1, 6, 13, 24, 40], "p0_dist": 24, "p0_mean": 24, "p0_se": 24, "p1": [0, 1, 13, 24, 40], "p1_dist": 24, "p2": [0, 6, 13], "p3": [0, 13, 29], "p4": 0, "p65": 13, "p_": [2, 21], "p_0": [12, 13, 21], "p_1": [2, 21], "p_2": 2, "p_co": 13, "p_co2": 13, "p_h2": 13, "p_h2o": 13, "p_i": [1, 13], "p_n": [2, 21], "p_r": [2, 13, 31], "p_t": 13, "pa": 13, "pa0": 13, "packag": [1, 2, 6, 7, 10, 11, 12, 13, 16, 22, 24, 25, 27, 28, 31, 32, 33, 38, 41, 42, 43], "pad": 0, "page": [0, 13, 16, 31], "pai": [15, 26], "pain": 5, "paint": 9, "pair": [0, 18, 21, 26, 29, 30], "palegoldenrod": 9, "palegreen": 9, "paleturquois": 9, "palevioletr": 9, "panda": [30, 37, 43], "panton": 9, "papayawhip": 9, "paper": [2, 6, 25, 31], "par": [1, 6, 13, 22, 24, 25, 30, 32, 33, 34, 40], "parabol": [22, 28], "parabola": [16, 22], "parallel": [13, 28], "param": [2, 32, 33, 34], "paramet": [0, 2, 6, 7, 11, 15, 17, 19, 20, 21, 22, 25, 29, 31, 32, 33, 40], "parameter": 13, "parametr": [18, 31, 34], "params1": 33, "params10": 33, "params2": 33, "params3": 33, "params33": 33, "paramt": [30, 40], "parenthes": [0, 15], "parguess": 13, "pars": [9, 13], "pars0": 24, "pars1": 13, "pars2": 13, "pars_ci": 24, "part": [0, 2, 6, 10, 13, 15, 17, 21, 24, 26, 30, 32], "parti": [10, 11, 12], "partial": [5, 7, 17, 29, 31, 32, 33], "particip": [5, 28], "particl": 13, "particular": [0, 2, 13, 24, 31, 32, 34], "particularli": 28, "partli": [20, 34], "pass": [0, 2, 6, 10, 11, 12, 15, 17, 19, 21, 23, 26, 31, 40], "past": [10, 19, 38, 43], "pastel": 9, "path": [1, 2, 7, 10, 13, 24, 32, 36, 37, 38, 42], "pathlib": [1, 7, 24, 37, 38, 42], "patholog": 20, "pattern": [0, 10, 11], "payoff": 11, "pb0": 13, "pbrod": [20, 23, 24], "pc": 31, "pc0": 13, "pcov": [1, 6, 13, 24, 25], "pcrc": 13, "pd": [21, 40], "pd0": 13, "pde": 2, "pdepe": 2, "pdf": [2, 4, 6, 7, 16, 24, 29, 34], "pdfnote": 2, "pdrop": 2, "peach": 9, "peachpuff": 9, "peak": 19, "peak1": 13, "peak2": 13, "pellet": 13, "penal": [30, 34], "penalti": 30, "pendulum": 2, "penni": 9, "peopl": [10, 28, 30, 32, 43], "per": [8, 13, 16, 21, 23, 26, 32, 40], "percentag": 0, "perfect": [13, 24], "perfectli": [6, 9], "perform": [0, 2, 3, 6, 7, 8, 11, 14, 16, 17, 20], "perhap": [16, 25, 31], "period": [2, 18, 19, 23, 32, 34], "permut": [5, 33], "perri": 7, "persian": 9, "person": [10, 13], "peru": 9, "peterroel": 34, "pfplambda": 7, "pfpx": 7, "pfpy": 7, "pfr": 2, "pgplambda": 7, "pgpx": 7, "pgpy": 7, "phase": [6, 19, 21], "phd": 34, "phi": [13, 22], "phy": 1, "physic": [2, 6, 7, 12, 29, 30, 32, 34], "physicalquant": 12, "physrevb": 24, "pi": [0, 2, 6, 8, 9, 11, 13, 14, 16, 20, 23, 26, 30, 31, 32, 34], "pick": [2, 13, 18, 19], "piec": [17, 43], "piecewis": 33, "pigment": 9, "pil": 2, "pillow": 2, "pillowwrit": 2, "pind": 33, "pink": 9, "pint": [1, 21, 40], "pip": [11, 13, 24, 41], "pipe": 6, "piv": 5, "pivot": 5, "pj": [6, 13], "place": [0, 3, 6, 13, 15, 16, 17, 21, 23, 30], "plai": 11, "plain": [0, 27], "plan": [4, 33], "plane": [6, 8, 31], "plant": [8, 26], "plate": [2, 22], "plateau": [24, 25], "platform": [10, 37], "pleas": [6, 18], "plethora": 13, "plot": [0, 1, 3, 6, 7, 8, 10, 11, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 39, 43], "plot3": 8, "plot_surfac": [2, 8], "plsq": 1, "plt": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "plu": [0, 11, 13, 23, 30], "plug": [7, 20], "plum": 9, "plus_sid": 24, "pm": [6, 7, 16], "pmd": 11, "pmd44": 11, "png": 0, "po": [2, 13], "point": [0, 1, 3, 5, 7, 10, 11, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 30, 31, 32, 33, 34, 40, 42], "pointbreezepub": [4, 43], "pol": 2, "poli": [6, 9], "poly1d": [6, 21], "poly_from_expr": 6, "polyd": [6, 21, 22], "polyfit": [1, 6, 7, 22, 24, 25, 29, 30, 37, 38, 40, 42], "polyint": [6, 21], "polymath": 13, "polynomi": [1, 3, 13, 16, 20, 22, 34, 40, 43], "polyroot": 29, "polytool": 6, "polyv": [1, 6, 21, 22, 25, 29, 30], "poppi": 9, "popt": [1, 13, 40], "popul": [2, 18], "popular": [14, 33], "portion": [0, 13, 16], "portrait": 19, "posit": [0, 2, 5, 7, 8, 9, 10, 11, 13, 15, 16, 17, 18, 19, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 38, 40], "possibl": [0, 2, 7, 10, 11, 13, 15, 16, 18, 20, 21, 23, 24, 26, 27, 29, 30, 31, 32, 33, 34], "possibli": [13, 19, 28], "post": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 34, 35, 43], "potenti": 13, "pow": 0, "powder": 9, "powderblu": 9, "power": [0, 6, 17, 28, 29], "poynomi": 16, "ppar": [6, 21], "ppf": [1, 11, 24, 30], "pprint": 6, "pr": [2, 13, 31], "pr_eval": 31, "pr_span": 31, "practic": [0, 5, 6, 11, 13, 14, 15, 16, 17, 19, 21, 25, 30, 32, 34, 36], "prandlt": 6, "prb": [1, 24], "prealloc": [2, 10], "precis": [0, 2, 3, 5, 13, 15, 16, 24, 30, 32], "pred": [1, 32, 33], "pred_interv": [11, 24], "pred_s": 40, "predict": [1, 3, 6, 11, 13, 25, 29, 33, 34, 40], "prediction_interv": 40, "predominantli": 26, "prefer": [0, 2, 4, 7, 17, 20, 23, 24, 27, 38], "prefix": [10, 15], "prepend": 2, "prescrib": [2, 5, 36], "present": [4, 6, 9, 15, 21], "preserv": 4, "press": 15, "pressur": [2, 6, 11, 21, 22, 24, 28], "pretti": [1, 2, 6, 7, 11, 12, 13, 16, 17, 20, 22, 23, 24, 30, 31, 32, 34, 36], "prevent": [2, 13], "previou": [0, 2, 4, 5, 6, 11, 12, 13, 15, 26, 31, 32], "previous": [2, 4, 13, 20, 25, 28, 30, 32, 33], "prfh": [2, 13], "primari": 0, "primarili": 5, "primit": [31, 32, 33], "primitive_with_deprecation_warn": [31, 32, 33], "principl": [7, 11, 34], "print": [1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 40], "printmessg": [2, 12], "printopt": [15, 27, 30], "prior": 10, "pro": 23, "probabl": [0, 2, 3, 6, 8, 10, 11, 13, 16, 19, 20, 21, 22, 23, 29, 30], "problem": [0, 1, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 23, 24, 25, 26, 27, 29, 30, 31, 32, 34, 36, 40, 43], "problemat": 25, "proce": 7, "process": [6, 7, 8, 9, 13, 14, 17, 23, 36, 43], "processor": [10, 37], "prod": [5, 6, 13, 29], "prod_": 6, "produc": [3, 8, 22, 23, 26], "product": [0, 6, 7, 8, 10, 13, 17, 23, 28, 29, 31], "profil": 2, "profit": [8, 26], "profit_arrai": 23, "program": [0, 2, 14, 15, 16, 30, 31, 36, 38, 39, 43], "programm": 38, "progress": [7, 20, 21, 29, 38], "progress_callback": 2, "project": [1, 2, 4, 8, 25, 43], "promis": 12, "prone": 13, "proof": 31, "prop_cycl": 9, "propag": [13, 24, 34], "properli": [6, 12, 13], "properti": [5, 8, 13, 22, 24, 25, 29, 30, 31, 33, 34], "proport": [13, 25, 30], "proportion": 30, "propos": [5, 13, 28], "prototyp": 31, "prove": [19, 30], "proven": 16, "provid": [0, 1, 2, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 25, 26, 30, 31, 32, 33, 34, 38, 40, 41, 42], "proxi": [8, 24, 26], "pseudo": 31, "pseudorandom": 11, "psi": [6, 21], "pt": [10, 11], "ptotal": 13, "publicli": 42, "pull": 32, "punctuation_p": 10, "pure": 13, "purist": 5, "purpl": 9, "purpos": [15, 16, 17, 34], "put": [0, 2, 5, 9, 10, 11, 12, 13, 15, 16, 19, 25, 26, 28, 30], "pv": [11, 31], "pvap": 13, "py": [0, 1, 2, 3, 5, 6, 7, 9, 10, 13, 14, 16, 20, 21, 22, 23, 24, 27, 28, 29, 31, 32, 33, 37, 38, 42], "pycs": [1, 7, 10, 14, 24], "pycse___python_computations_in_science_and_engin": 10, "pydstool": 2, "pypi": [11, 12, 25], "pyplot": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "pysundi": 2, "python": [1, 3, 4, 7, 8, 11, 15, 20, 22, 24, 26, 27, 28, 30, 32, 33, 36, 38, 39, 41, 42], "python3": [0, 1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "python_build": [10, 37], "python_unit": 12, "python_vers": [10, 37], "pythonhost": [11, 12], "pytorch": [31, 34], "q": [2, 13, 17, 27], "q_": 2, "q_1": 2, "q_2": 2, "q_n": 2, "qb": 13, "qc": 13, "qi": 2, "qrmethod": 29, "qtf": [0, 20], "quad": [0, 7, 13, 14, 16, 17, 20, 21, 22, 31, 38], "quadrat": [11, 16, 20, 29, 34], "quadratur": [6, 34], "qualit": 2, "qualiti": [13, 22, 30, 34, 43], "quantif": 43, "quantifi": 34, "quantit": [2, 19, 23, 34], "quantiti": [3, 7, 10, 11, 13], "question": [2, 6, 7, 24], "quick": 0, "quicki": 13, "quickli": [14, 21], "quit": [10, 17], "quiver": [2, 18], "quot": 13, "quotechar": 13, "r": [0, 1, 2, 3, 5, 6, 8, 9, 10, 11, 13, 15, 16, 17, 18, 20, 21, 22, 25, 27, 30, 31, 32, 33, 34, 40], "r2": 11, "r_": 2, "r_1": [2, 28], "r_2": [2, 28], "r_a": [2, 7, 13, 16, 20], "r_b": 13, "r_n": 2, "ra": [5, 11, 13, 16], "rabbit": 18, "race": 9, "rad": 9, "radiu": [2, 13, 26], "radovan": 13, "raf": 9, "rais": [2, 3, 6, 10, 12, 13, 16, 27, 28, 31, 32, 33, 38], "raman": [9, 10], "ramp": 2, "ran": 10, "rand": 29, "randint": 11, "randn": [32, 33], "random": [0, 6, 21, 24, 27, 29, 30, 31, 32, 33, 34], "randomli": 33, "randomst": [32, 33], "rang": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 27, 28, 30, 31, 32, 33, 34], "rank": [1, 11, 13, 28, 30], "rankin": [6, 21], "raphson": 2, "rare": [5, 16, 34], "raspberri": 9, "rate": [2, 6, 7, 11, 13, 16, 18, 20, 23, 28, 32, 34], "rather": [5, 8, 10, 19, 32, 34], "ratio": 13, "raw": [1, 13], "rawl": [5, 13, 28], "rb": 13, "rbf": 33, "rc_context": 9, "rcond": [1, 11, 30], "re": [1, 2, 6, 10, 11, 13, 14, 22, 25, 31], "re1": 6, "re2": 6, "reach": [2, 12, 13, 17, 18, 19, 20, 25, 32, 33], "reactant": [5, 13, 22, 28], "reaction": [1, 2, 6, 11, 16, 22, 23, 27, 30], "reactor": [5, 6, 7, 11, 20, 23, 28], "read": [0, 2, 3, 4, 6, 9, 10, 11, 15, 17, 18, 19, 25, 32, 36, 40, 43], "read_csv": 40, "read_gsheet": [1, 7, 24, 37, 38, 40, 42], "readabl": [0, 6, 13, 15, 18, 28], "readi": [13, 18, 22, 24, 31, 32], "readili": [1, 6, 29, 31, 36], "readlin": 13, "readthedoc": [15, 34], "real": [3, 6, 7, 11, 13, 21, 24, 29, 32, 38], "realiti": 3, "realiz": 24, "realli": [0, 2, 8, 11, 13, 24, 26, 27, 30], "rearrang": 28, "reason": [1, 2, 6, 7, 13, 15, 16, 17, 19, 20, 22, 25, 26, 27, 28, 30, 33, 34], "rebeccapurpl": 9, "recal": [2, 5, 13, 16, 24, 25, 26, 28, 29, 34], "receiv": 11, "recent": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 22, 24, 26, 27, 28, 31, 32, 33, 37, 38, 42], "recip": 11, "recogn": [6, 26, 32], "recommend": [16, 17, 25], "recomput": 16, "reconsid": 12, "record": [13, 17], "recov": 7, "recreat": 19, "rectangl": 9, "recurs": 10, "recursive_factori": 10, "recursive_sum": 10, "red": [5, 8, 9, 10, 13, 15, 19], "redefin": 15, "reder": 12, "redirect": 10, "reduc": [0, 2, 6, 12, 13, 25, 28, 30, 31, 32], "reduced_form": [5, 28], "reduct": 30, "redwood": 2, "reevalu": 6, "ref": 13, "refer": [0, 1, 2, 3, 5, 6, 9, 10, 13, 15, 23, 27, 28], "referenc": 31, "refin": 2, "reflect": [30, 31, 34], "reform": 13, "reformul": [7, 32], "regex": 10, "regexp": 10, "regim": 6, "region": [2, 6, 9, 16, 21, 22, 32, 33], "regress": [7, 11, 23, 29, 37, 38, 39, 40, 42, 43], "regular": [13, 18, 32], "regularli": 18, "rel": [2, 6], "relat": [6, 11, 13, 16, 24, 25, 27, 28, 29, 31, 32, 34], "relationship": [5, 8, 13, 25], "relax": 32, "releas": [6, 10, 16, 28, 37], "relev": [0, 6, 11, 13, 16, 23, 25, 29, 31], "reli": [3, 5, 6, 16, 17, 24, 25, 30, 31, 32, 34], "reliabl": [13, 16, 27, 29, 32], "remain": [4, 30], "remark": [20, 27, 32, 43], "rememb": [0, 9, 11, 14, 15, 16, 17, 19, 22, 23, 25, 27, 28, 30, 33, 38], "remind": [13, 27], "remov": [6, 16, 20, 23, 24, 28, 30], "render": [14, 15], "reorder": 28, "repeat": [2, 11, 17, 19, 20, 22, 24, 26], "repeatedli": 10, "replac": [0, 4, 10, 13, 15, 16, 31, 32], "report": [9, 13, 36, 43], "repositori": 41, "repr": [0, 2], "repres": [0, 2, 5, 6, 10, 13, 16, 18, 22, 25, 28, 31, 34], "represent": [3, 6, 28, 32, 33], "reproduc": [13, 23, 24, 30, 31], "reproducibli": 13, "request": [2, 13], "requir": [0, 2, 5, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 24, 25, 26, 28, 30, 31, 32, 34, 36], "rerun": 15, "resampl": 6, "rescal": [10, 12, 13, 29], "rescu": 9, "research": [14, 32], "resembl": 28, "reserv": 8, "reservoir": 2, "reshap": [0, 13, 32, 33], "resid": [15, 28, 32], "residu": [2, 11, 22, 30, 32, 34], "resiz": 2, "resolv": [2, 13], "resort": [16, 21], "resourc": 34, "respect": [7, 24, 31], "rest": [13, 25, 38], "restart": 15, "restrepo": 2, "result": [0, 2, 5, 6, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 25, 27, 28, 29, 31, 32, 34, 38], "result_t": 27, "retriev": [13, 26], "retstep": [17, 19, 22, 28, 31, 34], "return": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 38, 40], "reus": [12, 15, 16, 19], "rev": 1, "revers": [0, 2, 3, 5, 10, 19, 24, 29], "reversibli": 13, "review": [16, 17, 19, 20, 27, 32, 33, 34, 36], "rewrit": [2, 7, 13, 26, 32], "rho": [2, 13], "rho0": 2, "rhythm": 19, "ri": 2, "right": [2, 5, 6, 8, 13, 14, 15, 16, 17, 18, 19, 20, 22, 24, 25, 27, 28, 29, 30, 31, 33, 34, 36], "rightarrow": [6, 13, 28], "rightleftharpoon": 13, "rigor": 31, "rise": [18, 34], "risk": 6, "riski": 13, "rk": 17, "rlist": 14, "rm": 6, "rmse": [1, 33], "rmse_test": 33, "rmse_train": 33, "ro": [1, 2, 7, 8, 13, 19, 23, 31, 33], "robust": [12, 13, 16], "rod": 2, "role": 33, "roll": [11, 27], "romb": 6, "rood": [8, 26], "roodag": [8, 26], "room": 12, "root": [0, 2, 6, 13, 15, 20, 21, 23, 24, 31, 34], "root1": 13, "root2": 13, "rose": 9, "rosybrown": 9, "rotat": 29, "roughli": [4, 5, 11, 13, 30], "round": [6, 24], "roundoff": 28, "routin": [0, 1, 5, 16, 27], "row": [2, 17, 18, 19, 22, 27, 28, 29, 32, 33, 40], "row2": 5, "row3": 5, "row_stack": [0, 2, 5], "royalblu": 9, "rref": [5, 28], "rspan": 13, "rsq": [1, 30], "rsquar": 40, "rt": [13, 31], "rtol": [2, 12, 17], "rubi": 9, "rule": [7, 13, 16, 17, 27, 31], "run": [2, 6, 7, 10, 11, 13, 14, 17, 19, 20, 21, 22, 32, 34, 39, 43], "run1": 10, "run2": 10, "run_ord": 11, "runner": 10, "runtim": 2, "runtimeerror": 10, "runtimewarn": [7, 13, 29, 38], "rw": 34, "rx": 23, "rxn": 13, "ry": 23, "ryb": 9, "s0": 18, "s010876730302186x": 6, "s046": 2, "s1": [11, 13], "s2": [11, 13], "s2018": 29, "s23": 13, "s28": 13, "s2a": 12, "s2b": 12, "s3": 13, "s4": 13, "s41": 13, "s8": 13, "s_": 31, "s_29815_co": 13, "s_29815_co2": 13, "s_29815_h2": 13, "s_29815_h2o": 13, "s_a": 18, "s_a0": 18, "s_b": 18, "s_b0": 18, "s_co": 13, "s_co2": 13, "s_ga": 13, "s_h2": 13, "s_h2o": 13, "s_liq": 13, "s_x": 18, "saddl": 29, "saddlebrown": 9, "sae": 9, "safe": [2, 6, 23, 28], "saffron": 9, "sai": [0, 2, 3, 6, 8, 10, 11, 13, 18, 19, 20, 22, 23, 24, 25, 26, 30, 31, 32, 34], "said": [13, 27], "sake": 8, "sall": 9, "salmon": 9, "salt": [2, 18], "same": [0, 2, 5, 6, 8, 9, 10, 11, 12, 13, 17, 18, 19, 23, 25, 26, 27, 28, 29, 31, 32, 33, 40], "sampl": [3, 11, 13, 16, 24, 31, 40], "sand": 9, "sandler": 13, "sandybrown": 9, "sapphir": 9, "sat_liquid1": 13, "sat_liquid2": 13, "satisfi": [8, 13, 14, 26, 29], "satur": [13, 32, 33], "save": [0, 2, 10, 12, 14, 17], "save_al": 2, "savefig": [0, 2], "savefig_kwarg": 2, "saw": [2, 14, 34], "sb": 34, "scalabl": 23, "scalar": [0, 3, 5, 6, 12, 13, 20, 28, 31], "scale": [12, 13, 27, 29, 30, 32, 33, 34, 40], "scarlet": [9, 12], "scheme": [3, 6], "sci": 6, "scienc": [4, 24, 30, 31, 36], "scientif": [0, 12, 14, 15, 16, 36, 40, 43], "scientificpython": 12, "scientificpythonmanu": 12, "scikit": [2, 30, 34], "scipi": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 18, 19, 20, 21, 22, 24, 27, 28, 29, 30, 31, 32, 34, 37, 38, 43], "scope": [15, 32, 34], "scratch": 15, "screen": 10, "script": [0, 6, 13], "se": [1, 11, 24, 29, 30, 40], "sea": 9, "seagreen": 9, "search": [10, 23], "seashel": 9, "seawe": 9, "sec": [5, 6, 13, 27], "second": [0, 3, 5, 6, 7, 13, 15, 16, 17, 18, 22, 24, 27, 28, 29, 31, 32, 34, 38], "section": [0, 2, 6, 10, 11, 13, 15, 16, 17, 19, 31, 32, 34], "section4": 11, "see": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 40, 41], "seed": [8, 26, 30], "seek": [7, 8, 13, 18, 19, 20, 23, 25, 26, 30, 31], "seem": [0, 2, 7, 9, 10, 11, 12, 13, 15, 19, 20, 27, 28, 31], "seemingli": 28, "seen": [1, 10, 12, 22, 23, 30], "segment": [2, 3, 13], "select": [0, 2, 6, 7, 15, 16], "self": [0, 2, 10, 13], "semi": [16, 22], "semilogx": 30, "semster": 22, "send": 15, "sens": [0, 1, 5, 16, 24, 26, 30, 31, 32, 34, 36], "sensit": [2, 6, 25, 28], "sent": 15, "separ": [0, 1, 2, 9, 13, 15, 17, 22], "sequenc": [2, 13, 32], "seri": [19, 21, 31, 32, 43], "serr": 24, "serv": [15, 30, 32], "server": 15, "session": 41, "set": [0, 1, 2, 6, 7, 10, 11, 12, 13, 15, 17, 19, 20, 22, 23, 24, 26, 28, 29, 30, 31, 32, 33, 34, 40], "set_color": 9, "set_fontnam": 9, "set_fonts": 9, "set_fontweight": 9, "set_linestyl": 9, "set_linewidth": 9, "set_printopt": [15, 30, 32], "set_titl": 2, "set_xdata": 2, "set_xlabel": [1, 2, 11], "set_ydata": 2, "set_ylabel": [1, 2, 9], "set_zlabel": [1, 2], "setp": 9, "settl": 19, "setup": [3, 5, 7, 8, 11, 13, 26, 30, 34, 37], "seven": [19, 30], "sever": [0, 2, 7, 10, 11, 13, 14, 15, 16, 17, 20, 28, 29, 30, 31, 32, 34, 40, 42], "shacham": 13, "shade": [9, 13], "shadow": 15, "shape": [0, 2, 5, 6, 12, 13, 14, 17, 18, 20, 22, 27, 30, 31, 32, 33, 34, 40], "shape_bas": 13, "share": [2, 22, 40], "sharp": 29, "she": 15, "sheet": [40, 43], "sheffieldml": 34, "shift": [9, 14, 15, 28], "shimmer": 9, "shomat": 13, "shomateg": 13, "shomatel": 13, "shoot": 13, "short": [6, 8, 17, 28, 34, 43], "shorter": [6, 10, 16, 28], "shortest": 8, "shortli": 32, "shot": 7, "should": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 36, 40, 41], "show": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 13, 14, 16, 18, 19, 21, 22, 24, 25, 28, 29, 32, 43], "shown": [6, 8, 12, 13, 31, 32], "shrinka": 9, "shrinkb": 9, "shuffl": 33, "si": 13, "side": [2, 5, 13, 14, 23, 24, 26, 30, 31], "side_area": 26, "side_cost": 26, "sienna": 9, "sigma": [1, 6, 11, 24, 30, 34], "sigma2": [1, 11, 30], "sigma_b": 34, "sigma_f": 34, "sigma_n": 34, "sigma_v": 34, "sigmad": 6, "sigmaf": 34, "sigmoid": [6, 32], "sign": [0, 2, 7, 13, 17, 20, 23, 28, 29], "signatur": [5, 17, 18, 23, 27, 40], "signific": [0, 1, 5, 6, 10, 11, 24, 25, 26], "significantli": [6, 13, 17], "sigular": 2, "silico": 6, "silver": 9, "similar": [1, 2, 5, 6, 9, 10, 13, 15, 20, 23, 25, 28, 32, 33, 34, 38], "similarli": [0, 18, 30, 34], "simp": [6, 22], "simpl": [0, 1, 3, 5, 7, 10, 12, 13, 16, 20, 24, 28, 31, 34], "simpler": [6, 7, 10, 32, 43], "simplest": [0, 11, 18, 20, 25], "simpli": [0, 2, 5, 6, 7, 10, 11, 13, 15, 16, 17, 19, 20, 24, 26, 29, 30, 31, 34, 38], "simplic": [6, 13, 32], "simplifi": [2, 10, 12, 27], "simpson": [17, 22], "simtk": 12, "simul": [11, 18, 24], "simultan": [27, 31], "sin": [0, 2, 6, 8, 9, 14, 17, 20, 21, 22, 27, 30, 31, 32, 33, 34], "sinc": [0, 1, 2, 3, 5, 8, 10, 11, 13, 15, 16, 17, 18, 19, 20, 22, 26, 27, 28, 29, 30, 31, 34], "singl": [0, 3, 5, 6, 10, 11, 12, 13, 16, 18, 19, 20, 32, 33], "singular": [5, 7, 13, 16, 20, 27, 32], "singular_valu": 30, "site": [1, 2, 6, 7, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "situat": [2, 6, 11, 20], "sixteen": 6, "size": [0, 5, 6, 8, 9, 10, 11, 13, 17, 24, 27, 32, 34, 40], "size_inch": 9, "skeptic": 11, "skew": [25, 27], "skill": [14, 25], "skip": [0, 28, 38], "skiplin": 13, "skiprow": [11, 13], "sky": 9, "skyblu": 9, "slab": [2, 22], "slate": 9, "slateblu": 9, "slategrai": 9, "slategrei": 9, "slice": [6, 16, 43], "slideshowdefin": 2, "slight": 11, "slightli": [2, 3, 6, 10, 11, 13, 28, 29], "slip": [2, 22], "sliq": 13, "slope": [1, 2, 11, 13, 17, 20, 24, 28, 30, 34], "slope1": 1, "slope2": 1, "slow": [0, 5, 6, 10, 32], "slower": [6, 13], "slowli": [16, 34], "slsqp": 25, "small": [0, 1, 2, 5, 6, 7, 11, 13, 14, 15, 17, 20, 22, 23, 24, 25, 27, 28, 30, 32, 34], "smaller": [0, 2, 10, 11, 13, 20, 25, 30], "smallest": [5, 13, 26, 28, 29, 40], "smart": 28, "smith": [9, 25], "smooth": [13, 29, 32, 34], "smoothli": 6, "smp": [10, 37], "snow": 9, "so": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 38, 42, 43], "sol": [0, 2, 7, 11, 12, 13, 17, 18, 19, 22, 23, 24, 25, 26, 29, 30, 31], "sol1": 12, "sol2": [18, 19], "sol3": [12, 18], "sol4": 18, "solid": 36, "soln": 2, "solut": [0, 5, 6, 7, 8, 11, 12, 13, 14, 16, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 40], "solv": [0, 1, 3, 4, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 25, 26, 28, 29, 30, 31, 34, 36, 38, 40], "solve_bvp": [2, 28], "solve_ivp": [2, 7, 18, 19, 23, 31, 40], "solvent": 2, "solver": [4, 5, 6, 7, 8, 13, 17, 18, 19, 20, 22, 25, 30, 31, 40], "some": [1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 42, 43], "somehow": 9, "someth": [0, 2, 6, 9, 10, 14, 15, 19, 24, 25, 26, 30, 34], "sometim": [1, 2, 9, 10, 13, 15, 16, 20, 21, 25, 26, 27, 28, 29, 31, 32], "somewhat": [0, 2, 3, 7, 8, 10, 16, 23, 34, 38], "somewher": [10, 16, 23, 33], "sophist": [0, 16, 24, 25, 29, 30, 34], "sort": [9, 13, 29, 31, 32, 33], "sort_perm": [31, 32, 33], "sorted_": 29, "sorted_v": 29, "sourc": [0, 4, 11, 13], "sourcehtml": 2, "sp": [13, 16, 34], "sp02": 2, "space": [0, 2, 6, 8, 9, 13, 14, 15, 16, 18, 20, 22, 26, 31, 32, 33], "spacetim": 2, "span": [2, 13, 19], "sparkl": 9, "spars": [28, 34], "sparsif": 30, "sparsifi": 30, "spatial": 2, "speak": 6, "speci": [2, 5, 6, 16, 18, 28, 31], "special": [2, 6, 7, 10, 11, 13, 14, 16, 20, 27, 34], "specif": [0, 6, 11, 13, 15, 18, 21, 23, 24, 25, 28, 30, 32], "specifi": [0, 2, 6, 7, 8, 9, 11, 13, 15, 16, 17, 20, 22, 26, 28, 29, 30, 32, 40], "spectrum": 9, "speed": [0, 6, 15], "spend": 26, "spent": [8, 26, 34], "sphere": [13, 16], "spheric": 13, "spiral": 19, "spline": [13, 29, 34], "split": [0, 2, 9, 10, 13, 16, 18, 25, 30, 34], "sponsor": 43, "spread": 34, "spreadsheet": 42, "spring": [9, 22], "springgreen": 9, "sqrt": [0, 1, 6, 8, 11, 13, 15, 16, 18, 20, 24, 27, 30, 34, 38], "squar": [0, 5, 15, 20, 24, 25, 28, 30, 32, 34, 40], "srxn_29815": 13, "ss_err": [1, 30], "ss_tot": [1, 30], "sse": [1, 30, 32], "sserr": 11, "ssol": 2, "sstot": 11, "st": [1, 2, 11, 30], "stabil": 19, "stabl": [2, 15, 32, 34], "stack": [0, 2, 11, 30], "stacklevel": [6, 16, 28], "stai": [15, 43], "stand": 30, "standard": [1, 2, 7, 10, 11, 12, 16, 23, 24, 25, 30, 32, 40], "start": [0, 2, 4, 5, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 22, 24, 25, 27, 28, 30, 31, 32, 33, 34, 36, 38], "startswith": 10, "stat": [1, 11, 24, 25, 30], "state": [1, 2, 18, 19, 24], "statement": [6, 10, 11, 13], "stationari": [2, 22, 29], "statist": [0, 24, 34, 43], "stattrek": 11, "statu": [0, 17, 20, 22, 23, 24, 25, 26, 29, 31, 34, 39], "std": [11, 21, 24, 30, 40], "std_x": [11, 24], "stdout": 10, "steadi": [2, 13, 18, 19], "steel": [9, 16], "steelblu": 9, "step": [2, 8, 10, 11, 13, 16, 17, 19, 20, 24, 26, 29, 31, 32, 33, 34, 38], "step_siz": [32, 33], "stepsiz": 17, "stick": 32, "still": [2, 3, 4, 5, 8, 11, 12, 13, 15, 18, 19, 24, 25, 26, 30, 31, 34, 43], "stir": [2, 13], "stoichiometr": [5, 13, 28], "stoichiometri": 13, "stoichometr": [5, 28], "stop": [2, 8, 19, 20, 23, 32, 33, 38], "stopiter": [2, 10], "storag": [8, 26], "store": [0, 2, 8, 10, 11, 12, 13, 16, 17, 26, 29], "storm": 9, "str": [0, 10, 13], "straight": [16, 23, 25], "straightforward": [0, 2, 6, 17, 25, 34], "straightfoward": 28, "strain": 31, "strang": [3, 32], "strategi": [6, 9, 11, 19, 26, 31], "stream": 18, "stretch": 29, "strictli": 5, "string": [4, 6, 10, 14, 16, 26], "strongli": 13, "structur": [10, 11, 26, 28, 31], "stt": 13, "student": [1, 11, 24, 30, 40], "studi": [2, 19, 32], "stuff": 10, "style": [0, 4, 5, 10, 13], "sub": [6, 10], "subdiagon": 5, "subdivis": 16, "subgroup": 10, "subject": [8, 13, 26, 31], "subplot": 11, "subplots_adjust": 2, "subrang": 16, "subroutin": 5, "subsect": 0, "subsequ": 20, "substanti": [13, 34], "substitut": 12, "subtl": [3, 6, 10, 27, 31, 32], "subtleti": [13, 20], "subtli": 16, "subtract": [0, 5, 7, 13, 14, 23], "succe": [20, 32], "success": [0, 17, 19, 23, 24, 25, 26, 29, 31, 32, 34], "successfulli": [1, 2, 3, 8, 13, 17, 18, 19, 23, 24, 25, 26, 28, 29, 30, 31, 34], "suffic": 32, "suffici": [7, 20, 38], "sugar": 34, "suggest": [2, 5, 13, 25, 26, 30, 32, 33], "suitabl": [4, 26, 30], "sum": [0, 6, 7, 11, 13, 15, 16, 17, 24, 26, 28, 29, 30, 32, 34], "sum_": [15, 28, 32], "sum_i": [13, 34], "sum_nu_j": 13, "sume": 13, "summar": 31, "sunburst": 9, "sup": 26, "super": 32, "superdiagon": 5, "superimpos": 34, "superior": 9, "support": [0, 2, 12, 26], "suppos": [0, 1, 2, 3, 6, 7, 8, 10, 13, 14, 15, 16, 18, 20, 24, 25, 26, 28, 30], "suppress": [15, 27, 30, 32], "sure": [0, 2, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 22, 23, 26, 28, 34, 36, 38], "surfac": [13, 16, 22], "surpris": [10, 12, 15, 26], "surprisingli": [6, 32, 34], "suspect": 31, "sv": [29, 34], "svap": 13, "svd": 5, "swap": [5, 27], "swing": 30, "sx": 2, "sy": [10, 19, 37], "symbol": [2, 10, 28, 30], "symmetr": [2, 22, 25, 27, 29], "symmetri": 32, "sympi": [2, 5, 6, 28, 37], "syntact": 34, "syntax": [0, 2, 3, 5, 6, 9, 10, 12, 13, 15, 17, 18, 20, 21, 32, 38], "syntaxerror": 15, "system": [1, 5, 6, 7, 10, 13, 19, 22, 25, 27, 28, 30, 31, 37, 43], "systemat": [11, 16, 32], "t": [0, 1, 2, 4, 5, 6, 7, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 40], "t0": [6, 12, 13, 17, 27], "t1": [0, 2, 13], "t2": [2, 13], "t23": 13, "t4": 13, "t41": 13, "t94": 11, "t95": 11, "t_": [2, 13], "t_1": 2, "t_a": 2, "t_b": 2, "t_bubbl": 13, "t_eval": [17, 18, 19, 40], "t_event": [7, 17, 19], "t_h": 13, "t_i": [2, 15], "t_mu": 11, "t_multipli": 11, "t_n": 2, "t_r": [13, 31], "t_sigma": 11, "t_span": 17, "tab": [1, 15], "tabl": [9, 11, 16, 24, 26], "tabul": 16, "tail": [11, 13], "take": [0, 2, 5, 7, 8, 9, 10, 11, 12, 13, 17, 19, 20, 23, 24, 25, 27, 31, 32, 34, 36, 38], "takeawai": 31, "talk": [16, 28, 29], "tan": 9, "tangent": [8, 20], "tangerin": 9, "tango": 9, "tanh": [13, 32], "tank": [2, 6, 11, 13, 18], "target": [2, 11], "task": [19, 23], "tau": [12, 15, 28], "tau_sol": 12, "taught": [5, 36], "tauguess": 12, "taup": 9, "tauspan": 12, "tb1": 6, "tbubbl": 13, "tc": [13, 31], "tc1": 6, "tcrc": 13, "tcrit": [2, 12], "te": 19, "teach": [3, 43], "teal": 9, "tech": 6, "technic": [25, 31, 33], "techniqu": [1, 6], "technologi": 31, "tediou": [0, 9, 10, 12, 13, 16, 17, 21, 23], "tedium": 13, "tell": [1, 3, 5, 6, 13, 16, 17, 18, 19, 21, 22, 24, 26, 29, 31, 33, 43], "tempdir": 10, "temperatur": [2, 6, 11, 12, 20, 21], "templat": 0, "tempor": 2, "temporarili": [9, 15, 43], "ten": [7, 20, 29, 38], "tend": [6, 13, 29, 30], "tensor_jacobian_product": [31, 32, 33], "tensorflow": 34, "term": [1, 2, 6, 11, 12, 13, 17, 21, 28, 30, 32, 34], "term1": 17, "term2": 17, "termin": [1, 3, 7, 8, 10, 13, 17, 23, 24, 25, 26, 29, 30, 31, 34], "terpconnect": 13, "terra": 9, "test": [0, 2, 6, 10, 11, 12, 30, 31, 34], "test_i": 33, "test_ind": 33, "test_x": 33, "testdata": [1, 10], "tetrachlorid": 13, "teval": [18, 19], "text": [2, 10, 11, 14, 15, 16, 18], "textcoord": 9, "tf": 6, "tf1": 6, "tfinal": [2, 6], "tfirst": 2, "tfit": [1, 30], "tguess": [2, 12, 13], "th": [0, 2, 7, 16, 21, 29, 30, 43], "than": [0, 2, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40, 43], "thank": 13, "the_rung": 17, "thefunc": [2, 13, 31], "thei": [0, 2, 4, 5, 6, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 43], "them": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "themselv": 10, "theori": [1, 13, 20, 25], "therefor": 13, "thermo": 13, "thermodynam": [6, 13, 21, 24], "thesi": 34, "theta": [2, 8, 27], "theta0": 2, "thi": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 42], "thick": [2, 9], "thiel": 22, "thing": [0, 3, 5, 9, 10, 13, 15, 17, 20, 26, 27, 29, 31, 32, 33, 34, 43], "think": [0, 2, 3, 6, 12, 14, 15, 19, 22, 23, 28, 30, 31, 32, 33, 34, 36], "third": [0, 5, 6, 10, 11, 12, 13, 16, 17, 18, 31, 32, 38], "thistl": 9, "thoroughli": 30, "those": [0, 2, 4, 6, 7, 10, 11, 12, 13, 16, 18, 20, 21, 23, 26, 31, 34], "though": [2, 6, 8, 10, 12, 13, 16, 19, 21, 23, 24, 26, 27, 29, 30, 31, 32, 34, 36, 38], "thought": [6, 24], "three": [0, 5, 7, 8, 12, 13, 14, 15, 17, 20, 24, 25, 28, 32, 33, 34, 43], "through": [2, 6, 10, 11, 16, 19, 22, 24, 25, 29, 30, 31, 38, 41], "throughout": 2, "thu": [0, 2, 5, 13, 32], "thulian": 9, "tick": [9, 19], "tick_param": 22, "tight_layout": [9, 11], "tighten": [2, 13], "tighter": 26, "tild": [13, 27], "time": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 25, 27, 28, 29, 30, 31, 32, 34, 36, 38, 39, 43], "timeit": 21, "times10": 13, "timespan": 18, "tini": 13, "tintens": 13, "titl": [0, 2, 3, 6, 9, 11, 13, 19, 20], "tl": 9, "tmax": [0, 13], "tmin": [0, 13], "tmp": [0, 2, 3, 5, 6, 7, 9, 13, 14, 16, 20, 21, 22, 23, 24, 29, 38], "todai": [2, 4, 5, 6, 7, 9, 10, 12, 13, 14, 15, 17, 19, 22, 23, 24, 25, 27, 29, 31, 32, 33, 34], "todo": [31, 32, 33], "togeth": [7, 9, 10, 13, 16, 23, 27, 28, 32, 34], "tol": [20, 25, 26], "toler": [5, 6, 13, 17, 19, 20, 23, 25, 26, 27, 31, 32, 33, 40], "tolist": 5, "toluen": 13, "tomato": 9, "too": [0, 1, 2, 3, 5, 6, 10, 12, 13, 20, 23, 24, 31, 32, 34, 43], "took": [6, 20, 23], "tool": [2, 14, 27, 29, 31, 36], "top": [0, 1, 2, 13, 19, 26, 28], "top_area": 26, "top_bottom_cost": 26, "topic": [6, 24, 30, 32, 43], "toronto": 34, "total": [1, 2, 6, 7, 8, 10, 11, 13, 26, 32], "touch": [28, 36], "toward": [25, 30], "tplquad": 6, "tr": [2, 13, 31], "trace": [18, 29, 31, 32, 33], "traceback": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 22, 24, 26, 27, 28, 31, 32, 33, 37, 38, 42], "tracer": [31, 32, 33], "track": [2, 5, 13, 18, 31], "tradit": [5, 9, 10], "trail": 0, "train": [31, 32, 34], "train_i": 33, "train_ind": 33, "train_x": 33, "trajectori": 2, "trang": 0, "transfer": [2, 7], "transform": [27, 28, 29, 32], "transient_pfr": 2, "translat": 4, "transpar": 2, "transport": 22, "transpos": [0, 2, 18, 29, 30, 32], "transposit": 27, "trap": 32, "trapezoid": [0, 9, 13, 14, 16, 21, 22], "trapezoidal_rul": 6, "trapz": [0, 9, 11, 13, 14, 21, 22, 31], "travel": 18, "treat": [20, 34], "tree": 10, "trend": [11, 34], "tri": [2, 10, 13, 27], "triangl": [22, 27], "triangular": [5, 27], "trichlorofluoromethan": 13, "trick": [2, 3, 6], "tricker": 7, "tricki": [5, 6, 11, 13, 17, 28, 29, 32, 38], "trickier": [17, 28, 33], "trigonometr": 17, "trimethylpentan": 13, "triu": 27, "trivial": [6, 7], "troubl": 3, "true": [0, 1, 2, 5, 6, 7, 9, 10, 11, 13, 15, 16, 17, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 40], "truncat": 32, "try": [2, 5, 6, 7, 9, 10, 12, 15, 16, 20, 21, 22, 23, 24, 28, 30, 31, 34, 36, 42], "tscore": 11, "tsol": [2, 13], "tsol2": 2, "tsol3": 2, "tspan": [0, 1, 2, 6, 12, 13, 18, 19, 40], "tu": 12, "tubular": 23, "tune": 19, "tupl": [1, 2, 10, 13, 15, 17, 26, 31, 32, 33], "turbul": [6, 13], "turn": [6, 7, 8, 24, 27], "turquois": 9, "tuscan": 9, "tutori": [1, 3, 12], "tval": [1, 24], "twice": 12, "twinx": [9, 22], "two": [0, 1, 2, 3, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34], "two_peak": 13, "tx": 32, "txt": [1, 9, 10, 11, 13], "typ": 2, "type": [0, 2, 5, 6, 9, 10, 11, 12, 13, 14, 15, 17, 19, 26, 27, 28, 30, 31, 32, 33, 34, 40], "typeerror": [0, 12, 15, 26], "typic": [0, 1, 7, 9, 10, 13, 17, 22, 32, 34], "typo": [36, 43], "u": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 22, 24, 26, 27, 28, 29, 31, 32, 34, 38], "u1": [2, 13, 22], "u1_0": 2, "u1a": 22, "u1b": 22, "u2": [2, 13, 22], "u2_0": 2, "u2a": 22, "u2b": 22, "u_0": 2, "u_1": [2, 22], "u_2": [2, 22], "ua": 22, "ub": [9, 22, 40], "ubuntu": [10, 37], "ucla": 8, "ufloat": [11, 13], "ug": 21, "ugli": 9, "ui": 12, "ulissi": 33, "ultim": 30, "ultramarin": 9, "umath": 11, "umber": 9, "umd": 13, "unabl": 17, "unam": [10, 37], "unambigu": 4, "uname_result": [10, 37], "unary_to_nari": [31, 32, 33], "unavail": 2, "unawar": 31, "unbound": 8, "uncertain": 24, "uncertainti": [1, 5, 11, 30, 37, 43], "unchang": [13, 15], "uncommon": 10, "unconstrain": [8, 26, 30, 31], "uncorrel": [11, 34], "undamp": 2, "undefin": [20, 27], "under": [13, 16, 26, 27, 31], "underestim": [2, 3, 16], "underfit": 30, "undergradu": 36, "underli": [3, 11, 34], "underscor": 15, "undershot": 2, "understand": [0, 2, 6, 10, 11, 15, 25, 34, 36], "undesir": [25, 30], "unexpect": [15, 28, 33], "unfortun": [4, 5, 6], "uniform": [0, 11, 13, 18], "uniformli": 11, "unintent": 32, "unintuit": 3, "uniqu": [5, 27, 32], "unit": [2, 5, 7, 8, 10, 11, 13, 16, 29, 30, 34, 39, 43], "uniti": 13, "unitless": 12, "univariatesplin": 13, "univers": [9, 32, 36], "unknown": [1, 2, 9, 21, 22, 27, 30], "unknown_mean": 40, "unknown_opt": [2, 13, 31], "unlik": [0, 13, 30], "unp": 11, "unpack": [0, 1, 7, 9, 13, 15, 18, 20], "unpair": 11, "unpdat": 20, "unpermut": [31, 32, 33], "unphys": [6, 13], "unravel": 34, "unspecifi": 8, "unsuit": 6, "unsupport": [0, 15], "unsur": 11, "until": [2, 6, 10, 15, 17, 20, 31, 32, 33], "unum": 12, "unumpi": 11, "unusu": [18, 29], "unutil": 13, "unwrap": 12, "up": [0, 2, 4, 5, 6, 7, 9, 10, 13, 14, 15, 16, 17, 18, 19, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "updat": [4, 13, 20], "upfront": 34, "upper": [2, 5, 10, 16, 18, 19, 27, 28, 36, 40], "url": [1, 40, 42], "us": [1, 2, 3, 4, 5, 6, 9, 10, 11, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43], "usaf": 9, "usag": 43, "usecol": [9, 13], "user": [0, 5, 7, 10, 12, 15, 43], "usual": [2, 5, 6, 8, 15, 18, 19, 20, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34], "utah": 29, "utc": [10, 37], "utf": 13, "util": [1, 2, 5, 7, 24, 37, 38, 39, 41, 43], "utilz": 2, "utk": 2, "uy0": 12, "v": [0, 1, 2, 5, 7, 8, 10, 11, 13, 16, 18, 19, 20, 21, 23, 24, 26, 28, 29, 31], "v0": [1, 11, 13, 16, 19, 23, 24, 28, 31], "v1": [5, 8, 13, 20, 23, 24], "v2": [5, 8], "v3": 5, "v_": 28, "v_0": [2, 24, 28, 31], "v_1": [2, 28], "v_2": [2, 28], "v_3": [2, 28], "v_4": 2, "v_a": 18, "v_at_xmax": 19, "v_b": 18, "v_j": 28, "v_n": 28, "v_r": [2, 13], "v_x": 28, "val": [12, 17], "valid": [5, 13, 30, 33], "valu": [1, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 40, 43], "value_and_grad": [31, 32, 33], "valueerror": [2, 5, 10, 13, 27], "van": [2, 6, 9, 21, 31], "van_der_pol_oscil": 2, "vander": [29, 30], "vandermond": 29, "vanderpol": 2, "vanilla": 9, "vap": 13, "vapor": 13, "vapor_pressure_of_liquid": 13, "var": [0, 1, 24], "vari": [1, 2, 3, 6, 7, 16, 19, 20, 22, 23, 26, 30, 31, 32, 34], "variabl": [1, 2, 3, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 28, 30, 31, 34], "varianc": 30, "variat": [2, 6, 11, 17], "varieti": [0, 11, 20, 22, 25, 29, 32, 34], "variou": [0, 17], "varnam": 15, "vast": 4, "vastli": 27, "vb": 28, "vdot": [2, 28, 29], "vdpol": 2, "vdw": 13, "vdwp": 13, "vec": 5, "vector": [1, 2, 7, 8, 11, 13, 17, 18, 22, 23, 25, 27, 28, 29, 30, 31, 32, 33, 40], "vector_jacobian_product": [31, 32, 33], "veloc": [2, 13, 19, 22, 28], "verbos": [10, 32], "veri": [0, 2, 3, 5, 6, 8, 11, 13, 14, 15, 17, 18, 24, 25, 27, 28, 30, 32, 33, 34, 36, 38], "verifi": [8, 13, 16, 26, 27], "vermilion": 9, "versa": 23, "version": [0, 2, 6, 10, 11, 20, 31, 37], "vertic": [0, 13], "vfit": 24, "vfunc": 7, "via": 6, "vibrat": 13, "vice": 23, "view": [0, 2, 18], "view_init": 2, "viewabl": 40, "violat": 13, "violet": 9, "viscos": [2, 13, 22], "visibl": [15, 42], "visual": [1, 2, 5, 6, 7, 11, 18, 19, 20, 21, 22, 24, 26], "vmax": 8, "vn": 28, "vo": [2, 11], "vo_mu": 11, "vo_sigma": 11, "vol": [1, 16, 24, 31], "vol18": 2, "voltag": 8, "volterra": 18, "volum": [1, 2, 6, 7, 11, 13, 15, 18, 20, 21, 23, 24, 26, 28, 31], "volumetr": [2, 6, 7, 13, 16, 18, 20, 28], "vr": [2, 13], "vspace": [31, 32, 33], "vspan": [2, 23], "vsplit": 0, "vstack": [0, 2, 5, 11, 13], "vx": 28, "w": [0, 5, 6, 9, 12, 13, 25, 28, 30, 32, 33, 34], "w0": [13, 32], "w00": 32, "w01": 32, "w02": 32, "w1": [13, 32], "w10": 32, "w11": 32, "w12": 32, "w_1": 16, "w_2": 16, "w_a": 13, "w_i": [5, 13, 28, 34], "w_ix_i": 5, "wa": [0, 2, 3, 4, 6, 7, 11, 13, 15, 16, 17, 25, 26, 28, 30, 32, 36, 40], "wa0": 13, "waal": [2, 6, 21, 31], "wai": [0, 1, 3, 4, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 43], "wan": 13, "want": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 38, 40], "wari": 34, "warn": [6, 16, 28, 38], "warning_msg": 2, "wast": [16, 20], "watch": 9, "water": [2, 8, 18, 26], "wave": [22, 34], "wavenumb": 13, "wb": [13, 32], "wdotp": 13, "wdotturbin": 13, "we": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38], "web": [9, 31], "webpag": 6, "websit": 13, "wed": [10, 37], "week": 29, "weibul": 40, "weight": [5, 12, 13, 16, 17, 28, 30, 32, 33, 34], "weird": 3, "welcom": 14, "well": [0, 1, 2, 6, 7, 10, 12, 13, 16, 17, 20, 22, 24, 25, 28, 32, 34], "were": [0, 2, 4, 11, 13, 15, 16, 17, 22, 23, 31, 32, 34], "what": [0, 2, 3, 5, 6, 7, 8, 10, 11, 14, 15, 16, 17, 18, 19, 20, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "whatev": 17, "wheat": [8, 9, 26], "wheel": 9, "when": [0, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 36, 38, 41], "whenev": [6, 15], "where": [0, 1, 2, 3, 4, 6, 7, 8, 10, 11, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34], "wherea": [0, 10, 13], "whether": [0, 5, 13, 20, 26, 34], "which": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "while": [2, 3, 6, 8, 15, 19, 25, 26, 34], "white": 9, "whitesmok": 9, "who": [2, 11, 13], "whole": [0, 10, 13, 22, 23, 24, 32], "why": [0, 2, 3, 5, 6, 7, 11, 13, 16, 20, 21, 23, 27, 28, 30, 31, 34], "wi": [5, 13, 28], "wide": 9, "widetild": 13, "widget": 2, "width": [0, 2, 6, 13, 15, 16], "wiggl": [29, 30, 34], "wiki": [1, 2, 6, 8, 9, 13, 15, 16, 17, 20, 27, 30, 34, 40], "wikibook": 15, "wikipedia": [1, 2, 6, 8, 9, 13, 16, 17, 20, 27, 30, 34, 40], "wilkinson_polynomi": 6, "win": 11, "window": [15, 33], "wine": 9, "wise": [0, 12, 14, 27, 32], "wish": 16, "within": [0, 5, 6, 7, 11, 19, 23, 31, 34], "without": [5, 6, 7, 10, 12, 13, 31], "wni": 13, "wolfram": 32, "won": [11, 13, 34, 36], "wonder": [6, 13], "woohoo": 0, "word": [0, 10, 11, 13, 16, 20, 27, 30, 34], "work": [0, 4, 5, 6, 7, 11, 12, 14, 15, 17, 18, 19, 25, 27, 28, 31, 32, 33, 34, 36, 38, 39, 41], "workspac": 2, "world": [14, 36], "worri": 18, "wors": 11, "worth": 6, "would": [0, 1, 2, 4, 5, 6, 7, 10, 11, 12, 13, 15, 16, 19, 20, 24, 26, 27, 28, 29, 30, 31, 34, 36], "wow": [3, 10], "wrap": [0, 2, 5, 10, 11, 12, 13, 20, 27, 31, 42], "wrapped_func": 12, "wrapped_sqrt": 11, "wrapper": [0, 12, 16], "wrinkl": 2, "write": [1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 23, 25, 26, 27, 28, 29, 30, 31, 32], "writer": 2, "written": [0, 1, 4, 13, 15, 16, 17, 20, 31, 43], "wrong": [2, 5, 6, 7, 11, 19], "wrote": [0, 12, 15, 43], "wspan": [12, 13], "wt": 13, "wuzzi": 9, "www": [2, 5, 6, 7, 8, 11, 21, 25, 29, 34, 40, 41], "www3": 2, "x": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40, 42], "x0": [0, 1, 2, 6, 7, 8, 12, 13, 16, 17, 19, 20, 23, 24, 31, 32, 34], "x1": [1, 2, 5, 6, 8, 11, 12, 13, 14, 16, 17, 18, 21, 22, 26, 27, 28], "x11": 9, "x2": [1, 2, 5, 6, 8, 11, 12, 13, 21, 22, 26, 27, 28, 32, 33], "x2_0": 28, "x2_1": 28, "x3": [1, 5, 26, 27, 33], "x64": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "x86_64": [10, 37], "x_": [6, 19, 23, 30, 34], "x_0": 29, "x_1": [5, 16, 21, 27, 29], "x_2": [5, 16, 21, 27], "x_3": [5, 27], "x_e": 13, "x_i": [1, 5, 13, 28, 34], "x_j": 34, "x_k": 6, "x_max": 19, "x_mu": 11, "x_n": [17, 23], "x_sigma": 11, "x_sol": 12, "xe": 13, "xeq": 13, "xf": [2, 33], "xfine": 6, "xfit": [1, 3, 24, 25, 29], "xguess": 12, "xi": [3, 5, 13, 16, 17, 28], "xk": 6, "xl": [9, 10], "xlabel": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34], "xlim": [2, 13, 16, 17, 18, 21, 22, 28, 31], "xlsx": 10, "xlt": 2, "xmax": [3, 19], "xmean": 30, "xnew": [20, 23, 40], "xni": 13, "xni2": 13, "xnib": 13, "xp": 34, "xprime": 19, "xpt": 2, "xr": 31, "xsol": 7, "xspan": [2, 7], "xstd": 30, "xsteam": 13, "xstep": 2, "xt": 33, "xtol": [2, 12, 13, 31], "xx": [6, 29, 40], "xy": [7, 9, 17, 31], "xycoord": 9, "xytext": 9, "y": [0, 1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 40, 42], "y0": [0, 2, 7, 12, 13, 17, 18, 40], "y1": [1, 2, 3, 6, 7, 8, 9, 13, 14, 16, 18, 21], "y2": [1, 2, 3, 6, 9, 13, 14, 16, 21, 32, 33], "y20": 2, "y3": [1, 9], "y5": 24, "y6": 13, "y_": [1, 2, 13, 17, 22, 30], "y_0": [2, 22, 29], "y_1": [2, 29], "y_2": 2, "y_b": 13, "y_eq": 13, "y_event": [7, 17], "y_i": [2, 5, 13, 22, 28, 34], "y_j": 13, "y_l": [2, 22], "y_n": [2, 17], "y_p": 13, "y_p1": 13, "y_p2": 13, "y_valu": 23, "y_x1": 17, "yang": 13, "yaw": 13, "yb": 13, "yb0": 13, "ybar": 11, "year": [4, 31], "yellow": 9, "yellowgreen": 9, "yesterdai": 7, "yfine": 6, "yfit": 1, "yi": [12, 13], "yi0": 13, "yield": [2, 7, 8, 10, 16, 26], "yint": 40, "yj": 13, "yj0": 13, "yk": 6, "yl": 9, "ylabel": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34], "ylim": [2, 6, 7, 13, 16, 20, 21, 22, 24, 28, 31], "ymean": 30, "yonder": 9, "you": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 41, 42, 43], "your": [2, 3, 5, 9, 11, 12, 13, 14, 15, 17, 19, 20, 22, 23, 26, 27, 29, 30, 32, 33, 34, 35, 41, 43], "yourself": [6, 24], "yp": [2, 13, 22, 23, 34], "yp0": 13, "yp1": 13, "yp10": 13, "yp2": 13, "yp20": 13, "ypd": 23, "ypp": [2, 22, 23], "yprime": [2, 18], "yr": 31, "ysol": [2, 7], "ystd": 30, "z": [2, 6, 13, 15, 27, 29, 30, 31, 33], "z0": 2, "z1": [7, 21], "z2": [7, 21, 32, 33], "zero": [0, 1, 2, 3, 5, 6, 7, 11, 13, 15, 17, 19, 20, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 42], "zerodivisionerror": [15, 40, 42], "zeros_lik": 17, "zeta": 17, "zgbsv": 5, "zip": [1, 5, 11, 12, 13, 24, 28, 30, 31, 32, 33], "zz": 6, "\u00fabe": 9, "\u03b5": 30, "\u03bb": 29, "\u03bc": [19, 21], "\u03c0": [0, 31], "\u03c3": 24, "\u03c6": 22}, "titles": ["Basic python usage", "Data analysis", "Differential equations", "Interpolation", "The PYCSE blog", "Linear algebra", "Math", "Nonlinear algebra", "Optimization", "Plotting", "Programming", "Statistics", "Units", "Worked examples", "Introduction to Python and Jupyter", "More about using Jupyter notebooks", "Integration in Python", "First-order differential equations", "Systems of first-order differential equations", "Nth order differential equations", "Nonlinear algebra", "Polynomials in Python", "Boundary value problems", "Introduction to optimization", "Nonlinear regression", "Uncertainty quantification in nonlinear regression", "Constrained optimization", "Introduction to linear algebra", "Applications of linear algebra", "Interpolation", "Linear regression", "Introduction to automatic differentiation", "Introduction to machine learning", "Topics in machine learning", "Gaussian Process Regression", "Concluding remarks", "The pycse book", "About pycse", "pycse - Beginner mode", "Build statistics", "Documentation", "Running pycse", "pycse.utils", "Welcome to pycse - Python Computations in Science and Engineering"], "titleterms": {"": [2, 6, 9, 17], "0": 16, "1": [3, 5, 7, 13, 16], "18": 16, "2": [3, 5, 6, 7, 13], "2d": 0, "3": 5, "3d": 0, "4": [5, 6, 13], "A": [2, 3, 6, 20, 22, 38], "Near": 5, "On": 6, "The": [3, 4, 5, 6, 11, 13, 19, 27, 36, 43], "To": 13, "about": [10, 15, 21, 24, 37], "absolut": 25, "activ": 33, "addit": [11, 27], "advanc": [0, 30], "after": 9, "algebra": [1, 2, 5, 7, 20, 27, 28], "all": 9, "amount": 13, "an": [2, 11, 13, 24, 26, 30, 31, 34], "analysi": [1, 11, 31], "analyt": 6, "annot": 9, "anoth": [2, 5, 11, 32], "applic": [0, 5, 16, 23, 26, 28, 29, 31], "approach": [2, 5, 11, 25, 38], "approxim": 6, "ar": 11, "area": 13, "argument": 15, "arrai": [0, 15, 27], "assign": 0, "atom": 13, "augment": 8, "autograd": 31, "automat": 31, "averag": 11, "avoid": [5, 38], "axi": 9, "balanc": 13, "base": 13, "basi": 33, "basic": [0, 11], "batch": 13, "bead": 13, "beginn": 38, "bessel": 2, "better": [3, 38], "between": [6, 29], "bigger": 6, "blog": [4, 43], "blue": 9, "boil": 13, "boiler": 13, "book": [36, 43], "boundari": [2, 22, 28], "brief": [10, 18, 34], "bubbl": 13, "build": 39, "built": 9, "bvp": [2, 22], "calcul": 13, "call": 5, "catalyst": 13, "chain": 11, "chart": 13, "cheme": 6, "chemic": [5, 13], "choic": 33, "co": 13, "code": 15, "coeffici": 2, "color": 9, "column": 0, "combin": [6, 34], "compar": [10, 13], "comparison": [34, 42], "complex": 6, "composit": 13, "compress": [13, 31], "comput": [5, 11, 13, 31, 43], "concentr": [13, 22], "conclud": 35, "conclus": 10, "condens": 13, "conduct": 2, "confid": [1, 11, 24, 30], "conserv": 13, "constant": [2, 6, 13], "constrain": [8, 13, 26, 31], "constraint": [8, 13, 26], "construct": [8, 27], "continu": 7, "control": 0, "conveni": 2, "convers": 13, "coordin": 2, "count": [7, 10], "coupl": 7, "cream": 6, "creat": 0, "creation": 0, "cstr": [13, 28], "cubic": 21, "curv": [1, 8, 13], "curve_fit": 24, "curvefit": 25, "custom": 9, "cycl": 13, "cylindr": 2, "d": 6, "data": [0, 1, 3, 6, 11, 16, 24, 29, 33], "databas": 13, "datafram": 42, "dataset": 9, "debug": 15, "decomposit": 5, "defici": 5, "defin": 0, "definit": 15, "delai": 2, "delimit": 1, "delta": 13, "depend": 13, "der": [13, 19], "deriv": [6, 8, 20, 23, 31], "design": 13, "determin": [5, 27], "devic": 8, "diamet": 13, "dictionari": [0, 10], "differ": [2, 6, 9, 11, 13, 22], "differenti": [2, 6, 17, 18, 19, 31], "diffus": [2, 16], "dimensionless": 12, "direct": [1, 13], "directli": [1, 5], "discontinu": [2, 6], "discuss": 3, "distanc": 8, "divis": [11, 27], "do": 2, "doc": 16, "docker": 41, "document": [40, 43], "doubl": [6, 9], "drop": 13, "each": 13, "echelon": 5, "effect": [13, 25], "effici": 13, "eigenvalu": 29, "energi": 13, "engin": [28, 31, 43], "entri": 10, "entropi": 13, "equal": [13, 26], "equat": [2, 5, 6, 7, 12, 13, 17, 18, 19, 21, 27, 31], "equilibria": 13, "equilibrium": 13, "error": [1, 2, 11, 25, 42], "estim": [1, 3, 6, 13, 16, 24, 25], "euler": 17, "evalu": [2, 31], "event": 2, "exampl": [5, 8, 13, 18, 20, 24, 30, 34], "expans": 13, "expon": 11, "exponenti": 0, "express": 10, "extrema": 23, "f": 3, "fact": 9, "factor": 13, "famili": 18, "fanci": 9, "fashion": 5, "featur": 2, "fft": 6, "figur": 9, "file": [1, 13], "find": [7, 8, 13, 16, 20, 23, 28, 34], "finit": [2, 22], "first": [2, 13, 17, 18], "fit": [1, 6, 13, 30], "flexibl": [32, 34], "float": [6, 42], "flow": [2, 13, 16], "fode": 18, "forc": 2, "form": [5, 24], "format": 0, "fourth": 17, "fraction": 13, "free": 13, "friendli": 38, "from": [5, 8, 13, 25, 31], "fsolv": [2, 7, 20, 38], "function": [0, 2, 6, 7, 8, 15, 16, 20, 23, 24, 27, 31, 33, 38], "g": 13, "ga": 13, "gaussian": [33, 34], "gener": 16, "get": [1, 10, 13, 15, 31], "gibb": 13, "googl": 42, "gotcha": 5, "gpr": 34, "graphic": 1, "guess": [1, 2], "h": 13, "handl": 12, "harder": 3, "hashcach": 40, "head": 15, "heat": [2, 13], "heaven": 6, "help": [1, 15], "homogen": 17, "how": 13, "html": 16, "http": 16, "hydrogen": 13, "hyperparamet": 34, "hypothesi": 11, "i": [6, 13, 23, 24], "ic": 6, "ignor": 42, "ii": 7, "implicit": 31, "improv": 3, "independ": [5, 28], "index": [0, 38], "inequ": [8, 26], "initi": 1, "input": 15, "integr": [6, 7, 13, 16, 17, 31, 38], "interpol": [3, 29, 34], "interpret": [11, 32], "interv": [1, 11, 24, 30], "intro": 10, "introduct": [11, 14, 20, 22, 23, 27, 31, 32], "invers": [3, 27], "invert": 3, "isentrop": 13, "isobar": 13, "iter": 28, "jupyt": [14, 15], "kernel": 34, "keyboard": 15, "know": 7, "kutta": 17, "lagrang": [8, 31], "lambda": 0, "lapack": 5, "lasso": 30, "last": 5, "lather": 10, "learn": [32, 33, 34], "least": [1, 25], "let": 2, "leverag": 28, "librari": [29, 34], "limit": 17, "line": [1, 9, 31], "linear": [1, 2, 5, 8, 13, 17, 27, 28, 30, 34], "liquid": 13, "list": [0, 10, 38], "live": 9, "logarithm": 0, "look": 28, "loop": [5, 10], "machin": [32, 33, 34], "make": [9, 13], "mani": 19, "markdown": 15, "mass": 13, "math": [0, 6], "mathemat": [0, 31], "matlab": [2, 13], "matplotlib": 9, "matrix": [5, 27], "maxim": 23, "maxima": 23, "maximum": 8, "median": 25, "meet": 13, "method": [1, 2, 3, 6, 7, 13, 16, 17, 18, 20, 23], "mimick": 2, "mine": 6, "minim": [1, 13, 15, 23, 24, 25, 26], "minima": 23, "minimum": 8, "mixtur": 13, "mode": 38, "model": [2, 11, 18, 32, 34], "modern": 32, "modifi": 9, "modul": 12, "mole": 13, "more": [15, 38], "multidimension": 27, "multipl": [11, 15, 23, 27], "multipli": [8, 31], "multivari": 1, "n": 19, "nest": [2, 10], "network": [32, 33], "neural": [32, 33], "never": 3, "newton": [20, 23], "nist": 13, "nn": 34, "non": [13, 17], "nonlinear": [1, 2, 7, 20, 21, 22, 24, 25, 32], "notabl": 13, "notat": 5, "note": [7, 13], "notebook": [14, 15], "novel": 6, "now": 8, "nth": 7, "number": [3, 13], "numer": [1, 2, 6, 11, 13, 16, 17], "numpi": [5, 14, 16], "o": 13, "object": 20, "od": [1, 2, 6, 12, 17, 18, 19], "old": 5, "one": 15, "oper": 0, "optim": [8, 13, 23, 25, 26, 29, 31], "order": [2, 3, 13, 17, 18, 19], "ordinari": 2, "org": 16, "oscil": 19, "other": [21, 38], "our": 11, "out": 28, "outlier": 25, "over": 2, "overfit": 34, "overlap": 13, "own": 0, "packag": 37, "panda": 42, "paramet": [1, 13, 24, 30, 34], "parameter": [2, 19, 20], "part": 7, "partial": [2, 8, 13], "particl": 22, "peak": [9, 13], "period": [7, 9], "pfr": [16, 23], "phase": [2, 13], "photovolta": 8, "picasso": 9, "piec": 38, "piecewis": 6, "pipe": 13, "plane": 2, "plot": [2, 9, 13, 14], "plotli": 40, "plug": [2, 13, 16], "point": [2, 6, 8, 13, 29], "poiseuel": 2, "poiseuil": 2, "pol": 19, "polynomi": [6, 7, 21, 29, 30], "porou": 13, "portrait": 2, "possibl": 5, "potenti": 5, "power": 8, "predat": 18, "predict": 24, "prei": 18, "present": 13, "pressur": [13, 31], "print": [0, 15], "problem": [2, 3, 20, 22, 28], "process": 34, "product": 5, "profil": 22, "profit": 23, "program": [8, 10], "propag": 11, "properti": 9, "pycs": [4, 36, 37, 38, 40, 41, 42, 43], "python": [0, 2, 5, 6, 9, 10, 12, 13, 14, 16, 21, 31, 37, 43], "quad": 6, "quadrat": 6, "quadratur": 16, "qualit": 18, "quantif": [25, 34], "quantiti": 12, "question": 3, "radial": 33, "raman": 13, "random": 11, "rank": [5, 27], "rankin": 13, "raphson": [20, 23], "react": 13, "reaction": [5, 13, 28], "reactor": [2, 13, 16], "read": [1, 13, 42], "reduc": 5, "refer": 16, "region": 13, "regress": [1, 24, 25, 30, 32, 34], "regular": [10, 27, 30, 34], "relu": 33, "remark": 35, "rememb": 21, "repeat": 10, "result": 9, "return": 15, "revers": 13, "review": 18, "ridg": 30, "rins": 10, "robust": 25, "romberg": 6, "root": [7, 29], "row": [0, 5], "rule": [5, 6, 11], "run": [15, 41], "rung": 17, "scale": 9, "scheme": 34, "scienc": 43, "scientif": 31, "scipi": [5, 14, 16, 17, 23, 25, 26], "score": 11, "second": 2, "select": [11, 30], "sensit": 31, "set": [5, 9], "sheet": 42, "shift": 13, "shoot": 2, "short": 9, "shortcut": 15, "simp": 16, "simpl": [2, 6], "simpler": 38, "simpson": [6, 16], "simul": 2, "slice": 38, "smooth": 6, "solid": [16, 31], "solut": [1, 2, 10, 17, 18, 20], "solv": [2, 5, 6, 7, 8, 13, 19, 22, 23, 27], "solve_bvp": 22, "solve_ivp": 17, "solver": 2, "some": [0, 10], "sort": 10, "speci": 13, "special": 21, "specif": 2, "spectroscopi": 13, "spline": 3, "split": 33, "squar": 1, "standard": 13, "start": 13, "state": [13, 21, 28, 31], "statist": [11, 39], "steadi": 28, "steam": 13, "step": 6, "string": [0, 15], "struct": 0, "structur": 0, "sub": 13, "subhead": 15, "subplot": 9, "subsubhead": 15, "subtract": [11, 27], "sum": [1, 5, 10, 25], "summari": [0, 5, 6, 7, 8, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "sup": 19, "support": 43, "switch": 3, "symbol": 6, "system": [2, 18, 21], "t": [3, 11], "t3": 13, "tabl": 13, "take": 6, "tanh": 33, "temperatur": 13, "temporarili": 42, "test": 33, "text": [1, 9, 13], "th": 19, "than": [3, 6], "thi": [7, 10, 43], "thing": [21, 28], "thought": 11, "through": 13, "time": [13, 19], "toler": [2, 7], "topic": 33, "train": 33, "transient": 2, "transit": 6, "transpos": [5, 27], "transposit": 5, "trapezoid": 6, "trapz": [6, 16], "tupl": 0, "turbin": 13, "two": [6, 9], "uncertainti": [13, 24, 25, 34], "underfit": 34, "uniqu": 10, "unit": 12, "updat": 1, "us": [0, 7, 8, 12, 13, 15, 21, 31], "usag": 0, "user": 38, "util": [40, 42], "v": 6, "valu": [0, 2, 3, 15, 22, 28], "van": [13, 19], "vari": 13, "variabl": 0, "variat": 31, "vector": [0, 5, 6, 10], "veri": 9, "via": 13, "volum": 16, "waal": 13, "wai": [2, 5, 6], "water": 13, "we": [8, 13], "webbook": 13, "weight": 25, "welcom": 43, "wg": 13, "what": [13, 24], "where": [5, 13, 23], "wilkinson": 6, "work": [2, 10, 13, 20, 22, 43], "y": 9, "yet": 2, "yield": 13, "your": [0, 6, 7, 10], "zero": [8, 23], "\u03bb": 30}})
\ No newline at end of file
+Search.setIndex({"alltitles": {"2-point vs. 4-point numerical derivatives": [[6, "point-vs-4-point-numerical-derivatives"]], "2d arrays": [[0, "d-arrays"]], "3D arrays": [[0, "id2"]], "A better fsolve": [[38, "a-better-fsolve"]], "A harder problem": [[3, "a-harder-problem"]], "A nonlinear BVP": [[2, "a-nonlinear-bvp"]], "A novel way to numerically estimate the derivative of a function - complex-step derivative approximation": [[6, "a-novel-way-to-numerically-estimate-the-derivative-of-a-function-complex-step-derivative-approximation"]], "A simple first order ode evaluated at specific points": [[2, "a-simple-first-order-ode-evaluated-at-specific-points"]], "A worked bvp problem": [[22, "a-worked-bvp-problem"]], "A worked example": [[20, "a-worked-example"]], "About pycse": [[37, null]], "About the Python packages": [[37, "about-the-python-packages"]], "About your python": [[10, "about-your-python"]], "Addition and subtraction": [[11, "addition-and-subtraction"], [27, "addition-and-subtraction"]], "Advanced function creation": [[0, "advanced-function-creation"]], "Advanced mathematical operators": [[0, "advanced-mathematical-operators"]], "Advanced selection of \u03bb": [[30, "advanced-selection-of"]], "Advanced string formatting": [[0, "advanced-string-formatting"]], "An application": [[26, "an-application"]], "An example of polynomial fitting": [[30, "an-example-of-polynomial-fitting"]], "An example with a linear kernel": [[34, "an-example-with-a-linear-kernel"]], "An example with curve_fit": [[24, "an-example-with-curve-fit"]], "Analytically solve a simple ODE": [[6, "analytically-solve-a-simple-ode"]], "Another approach to error propagation": [[11, "another-approach-to-error-propagation"]], "Another example": [[5, "another-example"], [5, "id2"]], "Another interpretation of neural networks": [[32, "another-interpretation-of-neural-networks"]], "Another way to parameterize an ODE - nested function": [[2, "another-way-to-parameterize-an-ode-nested-function"]], "Application in linear boundary value problems": [[28, "application-in-linear-boundary-value-problems"]], "Application in reaction engineering - Steady state CSTR": [[28, "application-in-reaction-engineering-steady-state-cstr"]], "Application to independent chemical reactions.": [[5, "application-to-independent-chemical-reactions"]], "Application to maximizing profit in a PFR": [[23, "application-to-maximizing-profit-in-a-pfr"]], "Application to roots of a polynomial": [[29, "application-to-roots-of-a-polynomial"]], "Applications": [[16, "applications"]], "Applications of lambda functions": [[0, "applications-of-lambda-functions"]], "Applications of linear algebra": [[28, null]], "Applications to optimization": [[29, "applications-to-optimization"]], "Are averages different": [[11, "are-averages-different"]], "Avoiding indexing in lists": [[38, "avoiding-indexing-in-lists"]], "Basic math": [[0, "basic-math"]], "Basic python usage": [[0, null]], "Basic statistics": [[11, "basic-statistics"]], "Better interpolate than never": [[3, "better-interpolate-than-never"]], "Boundary value equations": [[2, "boundary-value-equations"]], "Boundary value problem in heat conduction": [[2, "boundary-value-problem-in-heat-conduction"]], "Boundary value problems": [[22, null]], "Brief comparison of GPR and NN": [[34, "brief-comparison-of-gpr-and-nn"]], "Brief intro to regular expressions": [[10, "brief-intro-to-regular-expressions"]], "Brief review": [[18, "brief-review"]], "Build statistics": [[39, null]], "CO": [[13, "co"]], "CO2": [[13, "co2"]], "Calculating a bubble point pressure of a mixture": [[13, "calculating-a-bubble-point-pressure-of-a-mixture"]], "Calling lapack directly from scipy": [[5, "calling-lapack-directly-from-scipy"]], "Choice of activation functions in neural networks": [[33, "choice-of-activation-functions-in-neural-networks"]], "Combining kernels": [[34, "combining-kernels"]], "Combining numerical data with quad": [[6, "combining-numerical-data-with-quad"]], "Compare the equilibrium constants": [[13, "compare-the-equilibrium-constants"]], "Compare to a loop solution": [[10, "compare-to-a-loop-solution"]], "Compressibility variation from an implicit equation of state": [[31, "compressibility-variation-from-an-implicit-equation-of-state"]], "Compute areas": [[13, "compute-areas"]], "Compute gas phase pressures of each species": [[13, "compute-gas-phase-pressures-of-each-species"]], "Compute mole fractions and partial pressures": [[13, "compute-mole-fractions-and-partial-pressures"]], "Compute the t-score for our data": [[11, "compute-the-t-score-for-our-data"]], "Computing a pipe diameter": [[13, "computing-a-pipe-diameter"]], "Computing determinants from matrix decompositions": [[5, "computing-determinants-from-matrix-decompositions"]], "Computing equilibrium constants": [[13, "computing-equilibrium-constants"]], "Computing the pressure from a solid equation of state": [[31, "computing-the-pressure-from-a-solid-equation-of-state"]], "Concentration profile in a particle": [[22, "concentration-profile-in-a-particle"]], "Concluding remarks": [[35, null]], "Conclusions": [[10, "conclusions"]], "Confidence interval on an average": [[11, "confidence-interval-on-an-average"]], "Confidence intervals on the parameters": [[30, "confidence-intervals-on-the-parameters"]], "Conservation of mass in chemical reactions": [[13, "conservation-of-mass-in-chemical-reactions"]], "Constrained minimization": [[26, "constrained-minimization"]], "Constrained minimization to find equilibrium compositions": [[13, "constrained-minimization-to-find-equilibrium-compositions"]], "Constrained optimization": [[8, "constrained-optimization"], [26, null]], "Constrained optimization with Lagrange multipliers and autograd": [[31, "constrained-optimization-with-lagrange-multipliers-and-autograd"]], "Construct the Lagrange multiplier augmented function": [[8, "construct-the-lagrange-multiplier-augmented-function"]], "Constructing arrays": [[27, "constructing-arrays"]], "Controlling the format of printed variables": [[0, "controlling-the-format-of-printed-variables"]], "Counting roots": [[7, "counting-roots"]], "Coupled nonlinear equations": [[7, "coupled-nonlinear-equations"]], "Creating arrays in python": [[0, "creating-arrays-in-python"]], "Creating your own functions": [[0, "creating-your-own-functions"]], "Cubic equations of state": [[21, "cubic-equations-of-state"]], "Curve fitting to get overlapping peak areas": [[13, "curve-fitting-to-get-overlapping-peak-areas"]], "Customizing plots after the fact": [[9, "customizing-plots-after-the-fact"]], "Data analysis": [[1, null]], "Debugging/getting help": [[15, "debugging-getting-help"]], "Defining functions in python": [[0, "defining-functions-in-python"]], "Delay Differential Equations": [[2, "delay-differential-equations"]], "Derivatives by FFT": [[6, "derivatives-by-fft"]], "Derivatives by fitting a function and taking the analytical derivative": [[6, "derivatives-by-fitting-a-function-and-taking-the-analytical-derivative"]], "Derivatives by polynomial fitting": [[6, "derivatives-by-polynomial-fitting"]], "Derivatives of functions": [[20, "derivatives-of-functions"]], "Determining linear independence of a set of vectors": [[5, "determining-linear-independence-of-a-set-of-vectors"]], "Differential algebraic systems of equations": [[2, "differential-algebraic-systems-of-equations"]], "Differential equations": [[2, null]], "Diffusion": [[16, "diffusion"]], "Discussion": [[3, "discussion"]], "Division": [[11, "division"]], "Docker": [[41, "docker"]], "Documentation": [[40, null]], "Double-y axis plot": [[9, "double-y-axis-plot"]], "Effects of outliers on regression": [[25, "effects-of-outliers-on-regression"]], "Efficiency": [[13, "efficiency"]], "Eigenvalues": [[29, "eigenvalues"]], "Entropy-temperature chart": [[13, "entropy-temperature-chart"]], "Equality constraints": [[26, "equality-constraints"]], "Equilibrium constant based on mole numbers": [[13, "equilibrium-constant-based-on-mole-numbers"]], "Equilibrium constant calculation": [[13, "equilibrium-constant-calculation"]], "Equilibrium yield of WGS": [[13, "equilibrium-yield-of-wgs"]], "Error tolerance in numerical solutions to ODEs": [[2, "error-tolerance-in-numerical-solutions-to-odes"]], "Estimate the value of f at t=2.": [[3, "estimate-the-value-of-f-at-t-2"]], "Estimating the boiling point of water": [[13, "estimating-the-boiling-point-of-water"]], "Estimating the volume of a plug flow reactor": [[16, "estimating-the-volume-of-a-plug-flow-reactor"]], "Estimating the volume of a solid": [[16, "estimating-the-volume-of-a-solid"]], "Euler\u2019s method": [[17, "euler-s-method"]], "Evaluating line integrals": [[31, "evaluating-line-integrals"]], "Exponential and logarithmic functions": [[0, "exponential-and-logarithmic-functions"]], "Families of solutions to FODEs": [[18, "families-of-solutions-to-fodes"]], "Fancy, built-in colors in Python": [[9, "fancy-built-in-colors-in-python"]], "Find the derivative, and solve for where it is zero": [[23, "find-the-derivative-and-solve-for-where-it-is-zero"]], "Find the minimum distance from a point to a curve.": [[8, "find-the-minimum-distance-from-a-point-to-a-curve"]], "Find the volume of a PFR": [[16, "find-the-volume-of-a-pfr"]], "Finding equilibrium composition by direct minimization of Gibbs free energy on mole numbers": [[13, "finding-equilibrium-composition-by-direct-minimization-of-gibbs-free-energy-on-mole-numbers"]], "Finding equilibrium conversion": [[13, "finding-equilibrium-conversion"]], "Finding independent reactions": [[28, "finding-independent-reactions"]], "Finding maxima": [[23, "finding-maxima"]], "Finding the hyperparameters in GPR": [[34, "finding-the-hyperparameters-in-gpr"]], "Finding the maximum power of a photovoltaic device.": [[8, "finding-the-maximum-power-of-a-photovoltaic-device"]], "Finding the nth root of a periodic function": [[7, "finding-the-nth-root-of-a-periodic-function"]], "Finding the partial derivatives": [[8, "finding-the-partial-derivatives"]], "First guess": [[2, "first-guess"]], "First-order differential equations": [[17, null]], "Fit a line to numerical data": [[1, "fit-a-line-to-numerical-data"]], "Fitting a numerical ODE solution to data": [[1, "fitting-a-numerical-ode-solution-to-data"]], "Flexible nonlinear models for regression": [[32, "flexible-nonlinear-models-for-regression"]], "Float comparisons": [[42, "float-comparisons"]], "Fourth-order Runge-Kutta method": [[17, "fourth-order-runge-kutta-method"]], "Function extrema": [[23, "function-extrema"]], "Function integration by the Romberg method": [[6, "function-integration-by-the-romberg-method"]], "Functions": [[15, "functions"]], "Functions on arrays of values": [[0, "functions-on-arrays-of-values"]], "Functions that return multiple values": [[15, "functions-that-return-multiple-values"]], "Functions with multiple arguments": [[15, "functions-with-multiple-arguments"]], "GPR Kernels": [[34, "gpr-kernels"]], "GPR by example": [[34, "gpr-by-example"]], "GPR libraries": [[34, "gpr-libraries"]], "Gaussian (radial basis function)": [[33, "gaussian-radial-basis-function"]], "Gaussian Process Regression": [[34, null]], "Gaussian process regression (GPR)": [[34, "gaussian-process-regression-gpr"]], "Getting a dictionary of counts": [[10, "getting-a-dictionary-of-counts"]], "Getting derivatives from implicit functions with autograd": [[31, "getting-derivatives-from-implicit-functions-with-autograd"]], "Gibbs energy minimization and the NIST webbook": [[13, "gibbs-energy-minimization-and-the-nist-webbook"]], "Graphical methods to help get initial guesses for multivariate nonlinear regression": [[1, "graphical-methods-to-help-get-initial-guesses-for-multivariate-nonlinear-regression"]], "H2O": [[13, "h2o"]], "Handling units with dimensionless equations": [[12, "handling-units-with-dimensionless-equations"]], "Handling units with the quantities module": [[12, "handling-units-with-the-quantities-module"]], "Headings and subheadings": [[15, "headings-and-subheadings"]], "Homogeneous, first-order linear differential equations": [[17, "homogeneous-first-order-linear-differential-equations"]], "Improved interpolation?": [[3, "improved-interpolation"]], "Indexing vectors and arrays in Python": [[0, "indexing-vectors-and-arrays-in-python"]], "Inequality constraints": [[26, "inequality-constraints"]], "Integrating a batch reactor design equation": [[13, "integrating-a-batch-reactor-design-equation"]], "Integrating equations in Python": [[6, "integrating-equations-in-python"]], "Integrating functions in python": [[6, "integrating-functions-in-python"]], "Integrating the batch reactor mole balance": [[13, "integrating-the-batch-reactor-mole-balance"]], "Integration in Python": [[16, null]], "Interpolate on f(t) then invert the interpolated number": [[3, "interpolate-on-f-t-then-invert-the-interpolated-number"]], "Interpolating between data points": [[29, "interpolating-between-data-points"]], "Interpolation": [[3, null], [29, null]], "Interpolation libraries": [[29, "interpolation-libraries"]], "Interpolation of data": [[3, "interpolation-of-data"]], "Interpolation schemes": [[34, "interpolation-schemes"]], "Interpolation with splines": [[3, "interpolation-with-splines"]], "Interpretation": [[11, "interpretation"]], "Introduction to Python and Jupyter": [[14, null]], "Introduction to automatic differentiation": [[31, null]], "Introduction to linear algebra": [[27, null]], "Introduction to machine learning": [[32, null]], "Introduction to nonlinear algebra": [[20, "introduction-to-nonlinear-algebra"]], "Introduction to optimization": [[23, null]], "Introduction to solve_bvp": [[22, "introduction-to-solve-bvp"]], "Introduction to statistical data analysis": [[11, "introduction-to-statistical-data-analysis"]], "Invert f(t) then interpolate on 1/f": [[3, "invert-f-t-then-interpolate-on-1-f"]], "Is your ice cream float bigger than mine": [[6, "is-your-ice-cream-float-bigger-than-mine"]], "Isentropic compression of liquid to point 2": [[13, "isentropic-compression-of-liquid-to-point-2"]], "Isentropic expansion through turbine to point 4": [[13, "isentropic-expansion-through-turbine-to-point-4"]], "Isobaric heating to T3 in boiler where we make steam": [[13, "isobaric-heating-to-t3-in-boiler-where-we-make-steam"]], "Jupyter notebook introduction": [[14, "jupyter-notebook-introduction"]], "Keyboard shortcuts": [[15, "keyboard-shortcuts"]], "Know your tolerance": [[7, "know-your-tolerance"]], "LASSO regression": [[30, "lasso-regression"]], "Lambda Lambda Lambda": [[0, "lambda-lambda-lambda"]], "Last example": [[5, "last-example"]], "Lather, rinse and repeat": [[10, "lather-rinse-and-repeat"]], "Least Median regression": [[25, "least-median-regression"]], "Let fsolve do the work": [[2, "let-fsolve-do-the-work"]], "Leveraging linear algebra for iteration": [[28, "leveraging-linear-algebra-for-iteration"]], "Limitations of solutions by integration": [[17, "limitations-of-solutions-by-integration"]], "Linear algebra": [[5, null]], "Linear algebra approaches to solving systems of constant coefficient ODEs": [[2, "linear-algebra-approaches-to-solving-systems-of-constant-coefficient-odes"]], "Linear algebra functions of arrays": [[27, "linear-algebra-functions-of-arrays"]], "Linear equality constraints for atomic mass conservation": [[13, "linear-equality-constraints-for-atomic-mass-conservation"]], "Linear least squares fitting with linear algebra": [[1, "linear-least-squares-fitting-with-linear-algebra"]], "Linear programming example with inequality constraints": [[8, "linear-programming-example-with-inequality-constraints"]], "Linear regression": [[30, null]], "Linear regression with confidence intervals (updated)": [[1, "linear-regression-with-confidence-intervals-updated"]], "Linear regression with confidence intervals.": [[1, "linear-regression-with-confidence-intervals"]], "Machine learning regression - flexible models with parameters": [[34, "machine-learning-regression-flexible-models-with-parameters"]], "Make two plots!": [[9, "make-two-plots"]], "Markdown": [[15, "markdown"]], "Math": [[6, null]], "Mathematical, scientific and engineering applications of autograd": [[31, "mathematical-scientific-and-engineering-applications-of-autograd"]], "Matrix algebra": [[27, "matrix-algebra"]], "Matrix algebra approach.": [[5, "matrix-algebra-approach"]], "Meet the steam tables": [[13, "meet-the-steam-tables"]], "Method 1": [[3, "method-1"], [7, "method-1"]], "Method 2": [[7, "method-2"]], "Method 2: switch the interpolation order": [[3, "method-2-switch-the-interpolation-order"]], "Method of continuity for nonlinear equation solving": [[7, "method-of-continuity-for-nonlinear-equation-solving"]], "Method of continuity for solving nonlinear equations - Part II": [[7, "method-of-continuity-for-solving-nonlinear-equations-part-ii"]], "Mimicking ode events in python": [[2, "mimicking-ode-events-in-python"]], "Minimal definition of a function with one input": [[15, "minimal-definition-of-a-function-with-one-input"]], "Minimizing the summed absolute errors": [[25, "minimizing-the-summed-absolute-errors"]], "Model selection": [[11, "model-selection"]], "Modeling a transient plug flow reactor": [[2, "modeling-a-transient-plug-flow-reactor"]], "Modern machine learning with neural networks": [[32, "modern-machine-learning-with-neural-networks"]], "More about using Jupyter notebooks": [[15, null]], "More user-friendly functions": [[38, "more-user-friendly-functions"]], "Multidimensional arrays": [[27, "multidimensional-arrays"]], "Multiple minima": [[23, "multiple-minima"]], "Multiplication": [[11, "multiplication"]], "Multiplication and division": [[27, "multiplication-and-division"]], "Nth order differential equations": [[19, null]], "Near deficient rank": [[5, "near-deficient-rank"]], "Nested lists": [[10, "nested-lists"]], "Newton-Raphson method for finding solutions": [[20, "newton-raphson-method-for-finding-solutions"]], "Newton-Raphson method of minima finding": [[23, "newton-raphson-method-of-minima-finding"]], "Non-homogeneous linear first-order ODEs": [[17, "non-homogeneous-linear-first-order-odes"]], "Non-standard state \\Delta H and \\Delta G": [[13, "non-standard-state-delta-h-and-delta-g"]], "Nonlinear algebra": [[7, null], [20, null]], "Nonlinear curve fitting": [[1, "nonlinear-curve-fitting"]], "Nonlinear curve fitting by direct least squares minimization": [[1, "nonlinear-curve-fitting-by-direct-least-squares-minimization"]], "Nonlinear curve fitting with confidence intervals": [[1, "nonlinear-curve-fitting-with-confidence-intervals"]], "Nonlinear curve fitting with parameter confidence intervals": [[1, "nonlinear-curve-fitting-with-parameter-confidence-intervals"]], "Nonlinear regression": [[24, null]], "Notable differences from Matlab": [[13, "notable-differences-from-matlab"]], "Now we solve for the zeros in the partial derivatives": [[8, "now-we-solve-for-the-zeros-in-the-partial-derivatives"]], "Numeric derivatives by differences": [[6, "numeric-derivatives-by-differences"]], "Numerical Simpsons rule": [[6, "numerical-simpsons-rule"]], "Numerical data integration": [[6, "numerical-data-integration"]], "Numerical integration of data": [[16, "numerical-integration-of-data"]], "Numerical propagation of errors": [[11, "numerical-propagation-of-errors"]], "Numerical quadrature - or integration of functions": [[16, "numerical-quadrature-or-integration-of-functions"]], "Numerical solution to a simple ode": [[2, "numerical-solution-to-a-simple-ode"]], "Numerical solutions to differential equations": [[17, "numerical-solutions-to-differential-equations"]], "Numerically calculating an effectiveness factor for a porous catalyst bead": [[13, "numerically-calculating-an-effectiveness-factor-for-a-porous-catalyst-bead"]], "ODEs with discontinuous forcing functions": [[2, "odes-with-discontinuous-forcing-functions"]], "Old-fashioned way with a loop": [[5, "old-fashioned-way-with-a-loop"]], "On the quad or trapz\u2019d in ChemE heaven": [[6, "on-the-quad-or-trapz-d-in-cheme-heaven"]], "Optimization": [[8, null]], "Ordinary differential equations": [[2, "ordinary-differential-equations"]], "Other pieces of a list": [[38, "other-pieces-of-a-list"]], "Other useful things to remember about polynomials": [[21, "other-useful-things-to-remember-about-polynomials"]], "Overfitting in GPR": [[34, "overfitting-in-gpr"]], "PYCSE": [[40, "module-pycse.PYCSE"]], "Parameter confidence intervals": [[24, "parameter-confidence-intervals"]], "Parameter estimation by directly minimizing summed squared errors": [[1, "parameter-estimation-by-directly-minimizing-summed-squared-errors"]], "Parameterized objective functions": [[20, "parameterized-objective-functions"]], "Partial differential equations": [[2, "partial-differential-equations"]], "Peak annotation in matplotlib": [[9, "peak-annotation-in-matplotlib"]], "Peak finding in Raman spectroscopy": [[13, "peak-finding-in-raman-spectroscopy"]], "Phase portraits of a system of ODEs": [[2, "phase-portraits-of-a-system-of-odes"]], "Picasso\u2019s short lived blue period with Python": [[9, "picasso-s-short-lived-blue-period-with-python"]], "Plane Poiseuille flow - BVP solve by shooting method": [[2, "plane-poiseuille-flow-bvp-solve-by-shooting-method"]], "Plane poiseuelle flow solved by finite difference": [[2, "plane-poiseuelle-flow-solved-by-finite-difference"]], "Plot customizations - Modifying line, text and figure properties": [[9, "plot-customizations-modifying-line-text-and-figure-properties"]], "Plot how the \\Delta G varies with temperature": [[13, "plot-how-the-delta-g-varies-with-temperature"]], "Plotting": [[9, null]], "Plotting ODE solutions in cylindrical coordinates": [[2, "plotting-ode-solutions-in-cylindrical-coordinates"]], "Plotting two datasets with very different scales": [[9, "plotting-two-datasets-with-very-different-scales"]], "Plug flow reactor with a pressure drop": [[13, "plug-flow-reactor-with-a-pressure-drop"]], "Polynomials in Python": [[21, null]], "Polynomials in python": [[6, "polynomials-in-python"]], "Potential gotchas in linear algebra in numpy": [[5, "potential-gotchas-in-linear-algebra-in-numpy"]], "Predator-prey model example": [[18, "predator-prey-model-example"]], "Printing arrays": [[15, "printing-arrays"]], "Problem problems": [[20, "problem-problems"]], "Programming": [[10, null]], "Python": [[14, "python"]], "Qualitative method for systems of ODEs": [[18, "qualitative-method-for-systems-of-odes"]], "Random thoughts": [[11, "random-thoughts"]], "Rank": [[27, "rank"]], "Read a Google Sheet into a pandas Dataframe": [[42, "read-a-google-sheet-into-a-pandas-dataframe"]], "Reading in delimited text files": [[1, "reading-in-delimited-text-files"]], "Reading parameter database text files in python": [[13, "reading-parameter-database-text-files-in-python"]], "Reduced row echelon form": [[5, "reduced-row-echelon-form"]], "Regression of data is a form of function minimization": [[24, "regression-of-data-is-a-form-of-function-minimization"]], "Regular Algebra with arrays": [[27, "regular-algebra-with-arrays"]], "Regular regression - models with parameters": [[34, "regular-regression-models-with-parameters"]], "Regularization": [[30, "regularization"]], "Ridge regression": [[30, "ridge-regression"]], "Robust regression approaches": [[25, "robust-regression-approaches"]], "Rule 1": [[5, "rule-1"]], "Rule 2": [[5, "rule-2"]], "Rule 3": [[5, "rule-3"]], "Rule 4": [[5, "rule-4"]], "Rules for transposition": [[5, "rules-for-transposition"]], "Running code": [[15, "running-code"]], "Running pycse": [[41, null]], "Scaling the results": [[9, "scaling-the-results"]], "Scientific applications": [[31, "scientific-applications"]], "Second guess": [[2, "second-guess"]], "Sensitivity analysis using automatic differentiation in Python": [[31, "sensitivity-analysis-using-automatic-differentiation-in-python"]], "Setting all the text properties in a figure.": [[9, "setting-all-the-text-properties-in-a-figure"]], "Simpler integration": [[38, "simpler-integration"]], "Simpson method https://docs.scipy.org/doc/scipy-0.18.1/reference/generated/scipy.integrate.simps.html#scipy.integrate.simps": [[16, "simpson-method-https-docs-scipy-org-doc-scipy-0-18-1-reference-generated-scipy-integrate-simps-html-scipy-integrate-simps"]], "Simulating the events feature of Matlab\u2019s ode solvers": [[2, "simulating-the-events-feature-of-matlab-s-ode-solvers"]], "Smooth transitions between discontinuous functions": [[6, "smooth-transitions-between-discontinuous-functions"]], "Smooth transitions between two constants": [[6, "smooth-transitions-between-two-constants"]], "Solutions to first-order differential equations by integration": [[17, "solutions-to-first-order-differential-equations-by-integration"]], "Solve the quadratic equation": [[6, "solve-the-quadratic-equation"]], "Solving Bessel\u2019s Equation numerically": [[2, "solving-bessel-s-equation-numerically"]], "Solving CSTR design equations": [[13, "solving-cstr-design-equations"]], "Solving a parameterized ODE many times": [[19, "solving-a-parameterized-ode-many-times"]], "Solving a second order ode": [[2, "solving-a-second-order-ode"]], "Solving an ode for a specific solution value": [[2, "solving-an-ode-for-a-specific-solution-value"]], "Solving integral equations with fsolve": [[7, "solving-integral-equations-with-fsolve"]], "Solving linear algebraic equations": [[27, "solving-linear-algebraic-equations"]], "Solving linear equations": [[5, "solving-linear-equations"]], "Solving nonlinear BVPs by finite differences": [[22, "solving-nonlinear-bvps-by-finite-differences"]], "Solving parameterized ODEs over and over conveniently": [[2, "solving-parameterized-odes-over-and-over-conveniently"]], "Some basic data structures in python": [[0, "some-basic-data-structures-in-python"]], "Some of this, sum of that": [[10, "some-of-this-sum-of-that"]], "Sorting in python": [[10, "sorting-in-python"]], "Special nonlinear systems - polynomials": [[21, "special-nonlinear-systems-polynomials"]], "Standard state heat of reaction": [[13, "standard-state-heat-of-reaction"]], "Starting point in the Rankine cycle in condenser.": [[13, "starting-point-in-the-rankine-cycle-in-condenser"]], "Statistics": [[11, null]], "Strings": [[15, "strings"]], "Subplots": [[9, "subplots"]], "Subsubheadings": [[15, "subsubheadings"]], "Summary": [[0, "summary"], [0, "id1"], [0, "id3"], [5, "summary"], [5, "id1"], [6, "summary"], [6, "id1"], [6, "id2"], [6, "id3"], [8, "summary"], [11, "summary"], [11, "id1"], [11, "id2"], [13, "summary"], [13, "id1"], [13, "id2"], [13, "id3"], [13, "id5"], [14, "summary"], [15, "summary"], [16, "summary"], [17, "summary"], [18, "summary"], [19, "summary"], [20, "summary"], [21, "summary"], [22, "summary"], [23, "summary"], [24, "summary"], [25, "summary"], [26, "summary"], [27, "summary"], [28, "summary"], [29, "summary"], [30, "summary"], [31, "summary"], [32, "summary"], [33, "summary"], [33, "id1"], [34, "summary"]], "Summary notes": [[7, "summary-notes"], [13, "summary-notes"]], "Sums products and linear algebra notation - avoiding loops where possible": [[5, "sums-products-and-linear-algebra-notation-avoiding-loops-where-possible"]], "Support this work": [[43, "support-this-work"]], "Symbolic math in python": [[6, "symbolic-math-in-python"]], "Systems of first-order differential equations": [[18, null], [18, "id1"]], "Systems of nonlinear equations": [[21, "systems-of-nonlinear-equations"]], "Temporarily ignore errors": [[42, "temporarily-ignore-errors"]], "The Gibbs energy of a mixture": [[13, "the-gibbs-energy-of-a-mixture"]], "The Gibbs free energy of a reacting mixture and the equilibrium composition": [[13, "the-gibbs-free-energy-of-a-reacting-mixture-and-the-equilibrium-composition"]], "The PYCSE blog": [[4, null]], "The Van der Pol oscillator": [[19, "the-van-der-pol-oscillator"]], "The determinant": [[27, "the-determinant"]], "The equal area method for the van der Waals equation": [[13, "the-equal-area-method-for-the-van-der-waals-equation"]], "The hypothesis": [[11, "the-hypothesis"]], "The inverse": [[27, "the-inverse"]], "The inverse question": [[3, "the-inverse-question"]], "The numpy approach": [[5, "the-numpy-approach"]], "The pycse blog": [[43, null]], "The pycse book": [[36, null], [43, null]], "The transpose": [[27, "the-transpose"]], "The transpose in Python": [[5, "the-transpose-in-python"]], "The trapezoidal method of integration": [[6, "the-trapezoidal-method-of-integration"]], "Things to look out for": [[28, "things-to-look-out-for"]], "Time dependent concentration in a first order reversible reaction in a batch reactor": [[13, "time-dependent-concentration-in-a-first-order-reversible-reaction-in-a-batch-reactor"]], "To get from point 4 to point 1": [[13, "to-get-from-point-4-to-point-1"]], "Topics in machine learning": [[33, null]], "Train/test splits on data": [[33, "train-test-splits-on-data"]], "Transient diffusion - partial differential equations": [[2, "transient-diffusion-partial-differential-equations"]], "Transient heat conduction - partial differential equations": [[2, "transient-heat-conduction-partial-differential-equations"]], "Uncertainty estimates from curvefit and scipy.optimize.minimize": [[25, "uncertainty-estimates-from-curvefit-and-scipy-optimize-minimize"]], "Uncertainty estimation": [[24, "uncertainty-estimation"]], "Uncertainty in an integral equation": [[13, "uncertainty-in-an-integral-equation"]], "Uncertainty quantification in GPR": [[34, "uncertainty-quantification-in-gpr"]], "Uncertainty quantification in nonlinear regression": [[25, null]], "Underfitting in GPR": [[34, "underfitting-in-gpr"]], "Unique entries in a vector": [[10, "unique-entries-in-a-vector"]], "Units": [[12, null]], "Units in ODEs": [[12, "units-in-odes"]], "Use roots for this polynomial": [[7, "use-roots-for-this-polynomial"]], "Using Lagrange multipliers in optimization": [[8, "using-lagrange-multipliers-in-optimization"]], "Using constrained optimization to find the amount of each phase present": [[13, "using-constrained-optimization-to-find-the-amount-of-each-phase-present"]], "Using indexing to assign values to rows and columns": [[0, "using-indexing-to-assign-values-to-rows-and-columns"]], "Using units in python": [[12, "using-units-in-python"]], "Vectorized numeric derivatives": [[6, "vectorized-numeric-derivatives"]], "Vectorized piecewise functions": [[6, "vectorized-piecewise-functions"]], "Water gas shift equilibria via the NIST Webbook": [[13, "water-gas-shift-equilibria-via-the-nist-webbook"]], "Weighted nonlinear regression": [[25, "weighted-nonlinear-regression"]], "Welcome to pycse - Python Computations in Science and Engineering": [[43, null]], "What about uncertainty on the predictions?": [[24, "what-about-uncertainty-on-the-predictions"]], "What region is a point in": [[13, "what-region-is-a-point-in"]], "Wilkinson\u2019s polynomial": [[6, "wilkinson-s-polynomial"]], "Worked examples": [[13, null]], "Working with lists": [[10, "working-with-lists"]], "Yet another way to parameterize an ODE": [[2, "yet-another-way-to-parameterize-an-ode"]], "dictionaries": [[0, "dictionaries"]], "differentiation": [[6, "differentiation"]], "double integrals": [[6, "double-integrals"]], "exponents": [[11, "exponents"]], "fsolve": [[20, "fsolve"]], "functional approach to slicing": [[38, "functional-approach-to-slicing"]], "hydrogen": [[13, "hydrogen"]], "integration": [[6, "integration"]], "numpy": [[14, "numpy"]], "numpy.trapz": [[16, "numpy-trapz"]], "plotting": [[14, "plotting"]], "pycse - Beginner mode": [[38, null]], "pycse documentation": [[43, null]], "pycse.hashcache": [[40, "pycse-hashcache"]], "pycse.plotly": [[40, "pycse-plotly"]], "pycse.utils": [[40, "module-pycse.utils"], [42, null]], "relu": [[33, "relu"]], "scipy": [[14, "scipy"]], "scipy.integrate.solve_ivp": [[17, "scipy-integrate-solve-ivp"]], "scipy.optimize.minimize": [[23, "scipy-optimize-minimize"]], "scipy.optimize.minimize with constraints": [[26, "scipy-optimize-minimize-with-constraints"]], "struct": [[0, "struct"]], "summary": [[13, "id4"]], "tanh": [[33, "tanh"]], "the chain rule in error propagation": [[11, "the-chain-rule-in-error-propagation"]], "the list": [[0, "the-list"]], "tuples": [[0, "tuples"]]}, "docnames": ["blog/basic-python", "blog/data-analysis", "blog/differential-equations", "blog/interpolation", "blog/intro", "blog/linear-algebra", "blog/math", "blog/nonlinear-algebra", "blog/optimization", "blog/plotting", "blog/programming", "blog/statistics", "blog/units", "blog/worked-examples", "book/00-intro", "book/01-jupyter", "book/02-integration-1", "book/03-fode-1", "book/04-fode-2", "book/05-nth-odes", "book/07-nla-1", "book/08-nla-2", "book/09-bvp", "book/10-min-max", "book/11-regression", "book/12-nonlinear-regression-2", "book/13-constrained-optimization", "book/15-intro-linear-algebra", "book/16-linear-algebra", "book/17-linear-algebra-2", "book/18-linear-regression", "book/20-autograd-applications", "book/21-machine-learning", "book/22-ml-2", "book/23-gp", "book/conclusions", "book/intro", "docs/about", "docs/beginner", "docs/execution-statistics", "docs/pycse", "docs/running-pycse", "docs/utils", "intro"], "envversion": {"sphinx": 62, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinxcontrib.bibtex": 9}, "filenames": ["blog/basic-python.ipynb", "blog/data-analysis.ipynb", "blog/differential-equations.ipynb", "blog/interpolation.ipynb", "blog/intro.md", "blog/linear-algebra.ipynb", "blog/math.ipynb", "blog/nonlinear-algebra.ipynb", "blog/optimization.ipynb", "blog/plotting.ipynb", "blog/programming.ipynb", "blog/statistics.ipynb", "blog/units.ipynb", "blog/worked-examples.ipynb", "book/00-intro.ipynb", "book/01-jupyter.ipynb", "book/02-integration-1.ipynb", "book/03-fode-1.ipynb", "book/04-fode-2.ipynb", "book/05-nth-odes.ipynb", "book/07-nla-1.ipynb", "book/08-nla-2.ipynb", "book/09-bvp.ipynb", "book/10-min-max.ipynb", "book/11-regression.ipynb", "book/12-nonlinear-regression-2.ipynb", "book/13-constrained-optimization.ipynb", "book/15-intro-linear-algebra.ipynb", "book/16-linear-algebra.ipynb", "book/17-linear-algebra-2.ipynb", "book/18-linear-regression.ipynb", "book/20-autograd-applications.ipynb", "book/21-machine-learning.ipynb", "book/22-ml-2.ipynb", "book/23-gp.ipynb", "book/conclusions.md", "book/intro.md", "docs/about.ipynb", "docs/beginner.ipynb", "docs/execution-statistics.md", "docs/pycse.rst", "docs/running-pycse.md", "docs/utils.ipynb", "intro.md"], "indexentries": {"bic() (in module pycse.pycse)": [[40, "pycse.PYCSE.bic", false]], "feq() (in module pycse.utils)": [[40, "pycse.utils.feq", false]], "fge() (in module pycse.utils)": [[40, "pycse.utils.fge", false]], "fgt() (in module pycse.utils)": [[40, "pycse.utils.fgt", false]], "fle() (in module pycse.utils)": [[40, "pycse.utils.fle", false]], "flt() (in module pycse.utils)": [[40, "pycse.utils.flt", false]], "ignore_exception() (in module pycse.utils)": [[40, "pycse.utils.ignore_exception", false]], "ivp() (in module pycse.pycse)": [[40, "pycse.PYCSE.ivp", false]], "lbic() (in module pycse.pycse)": [[40, "pycse.PYCSE.lbic", false]], "module": [[40, "module-pycse.PYCSE", false], [40, "module-pycse.utils", false]], "nlinfit() (in module pycse.pycse)": [[40, "pycse.PYCSE.nlinfit", false]], "nlpredict() (in module pycse.pycse)": [[40, "pycse.PYCSE.nlpredict", false]], "polyfit() (in module pycse.pycse)": [[40, "pycse.PYCSE.polyfit", false]], "predict() (in module pycse.pycse)": [[40, "pycse.PYCSE.predict", false]], "pycse.pycse": [[40, "module-pycse.PYCSE", false]], "pycse.utils": [[40, "module-pycse.utils", false]], "read_gsheet() (in module pycse.utils)": [[40, "pycse.utils.read_gsheet", false]], "regress() (in module pycse.pycse)": [[40, "pycse.PYCSE.regress", false]], "rsquared() (in module pycse.pycse)": [[40, "pycse.PYCSE.Rsquared", false]]}, "objects": {"pycse": [[40, 0, 0, "-", "PYCSE"], [40, 0, 0, "-", "utils"]], "pycse.PYCSE": [[40, 1, 1, "", "Rsquared"], [40, 1, 1, "", "bic"], [40, 1, 1, "", "ivp"], [40, 1, 1, "", "lbic"], [40, 1, 1, "", "nlinfit"], [40, 1, 1, "", "nlpredict"], [40, 1, 1, "", "polyfit"], [40, 1, 1, "", "predict"], [40, 1, 1, "", "regress"]], "pycse.utils": [[40, 1, 1, "", "feq"], [40, 1, 1, "", "fge"], [40, 1, 1, "", "fgt"], [40, 1, 1, "", "fle"], [40, 1, 1, "", "flt"], [40, 1, 1, "", "ignore_exception"], [40, 1, 1, "", "read_gsheet"]]}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "function", "Python function"]}, "objtypes": {"0": "py:module", "1": "py:function"}, "terms": {"": [0, 1, 3, 5, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 32, 33, 34, 36, 39], "0": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 40, 42], "00": [0, 5, 6, 7, 8, 11, 13, 14, 15, 16, 17, 19, 23, 24, 25, 26, 29, 30, 31, 34, 39], "000": [2, 6, 7, 8, 13, 14, 15, 16, 17, 21, 26], "0000": 6, "00000": 6, "000000": 6, "0000000": 6, "00000000": 6, "000000000": 6, "0000000000": 6, "0000000000000000": 6, "000000000000004": 16, "0000000000001": 27, "00000000000028": 20, "000000000000645": 20, "000000000007": 13, "00000000e": [5, 6, 7, 13, 14, 15, 17, 22], "000000064427786": 2, "000000082740374e": 28, "00000009": 29, "0000001520384": 20, "00000067": 6, "000000e": 6, "00000148": 20, "0000018665258": 20, "000004509013518": 16, "0000054132133493": 26, "00000e": 30, "00001": [13, 24], "000020": 1, "00010000e": 34, "000102": 6, "00016843874518759807": 11, "000202": 6, "000221": 6, "00022339820861816406": 6, "000234": 6, "00032": 30, "00033647721421425913": 8, "000408121620243": 6, "00044864e": 19, "00046356e": 14, "00053732e": 19, "00062457": 1, "000624573378839699": 1, "0006245733788397211": 1, "0006245733788398162": 1, "0007152557373046875": 6, "00085100e": 19, "00090143": 38, "000e": [0, 15, 17, 26, 29, 31], "001": [7, 13, 14, 28, 34], "0010006671114076052": 17, "0010279": 24, "00120386": 34, "00190982": 6, "00196134e": 19, "00198588": 13, "001e": 34, "002": 30, "00238834e": 14, "00239975e": 5, "00245246": 34, "0025": 3, "0026": 20, "00277208e": 5, "00291529": 6, "003": 24, "0032": 30, "00353031e": 11, "0039": 1, "004": 25, "00426772": 25, "00430672": 25, "005": 13, "00500803638722034": 11, "0057459953178687": 11, "00590349e": 19, "00603128e": 30, "006758922969065006": 11, "006998": 29, "007153569059883401": 24, "00719925e": 5, "00741915993491057": 11, "00745169": 34, "007483647387490024": 11, "0076": 6, "0079": 13, "007e": 34, "0081": [1, 6], "008164991938713655": 22, "008211411570351112": 11, "008249311811255714": 22, "0089": 13, "00900405886406903": 24, "00972282": 24, "00e": [1, 30], "00j": 21, "01": [0, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 29, 30, 31, 32, 33, 34, 37, 39], "010": 13, "01010101": 22, "01019113": 25, "01039864": 18, "010528751359518": 11, "011": [1, 13, 24], "011109": 34, "01263339e": 14, "014": 16, "01576305": 24, "01589600e": 14, "0166": [12, 13], "016e": 34, "01794341645386366": 20, "017e": 13, "01j": 5, "02": [1, 2, 11, 14, 16, 17, 18, 20, 22, 24, 25, 26, 30, 34, 39], "02004874e": 19, "02020202": 22, "020202020202020204": 22, "02023218": 0, "020286679532415": 20, "0203": 11, "02060957626781601": 24, "0215336": 25, "0217594602697": 0, "02217504": 25, "022e23": 0, "023607653829234403": 1, "024": 24, "02426698e": 30, "024438589821685": 20, "0249": 15, "025": [20, 26], "02502293": 6, "025397067456556": 34, "02542715": 6, "02575384116153356": 24, "026": 24, "026461556970080666": 1, "02646156": 24, "0266": [12, 13], "027": 24, "02768289": 14, "029": 24, "02931200e": 6, "029315": 13, "02931546011092693": 1, "03": [1, 6, 11, 13, 14, 18, 24, 26, 30, 34, 39], "030000000000000023": 28, "0300e": [1, 30], "03030303": 22, "031": 13, "03236700e": 14, "032780935658354": 11, "0329": 13, "032e": 17, "03373253": 29, "03403333": 3, "03409112e": 5, "03491646e": 14, "034e": 17, "036e": 34, "03791737629134": 20, "03822269e": 14, "0389653369530596": 13, "038e": 25, "04": [0, 1, 2, 5, 6, 10, 11, 13, 14, 24, 30, 34, 37, 39], "04040404": 22, "04138127": 18, "04166667": 21, "04204875e": 14, "042680504463987745": 24, "043": 26, "0439e": [1, 30], "04425924": 27, "0448871783746692": 23, "04493457": 24, "04621596e": 14, "04719755": 0, "047e": 24, "048": 13, "04800000e": 6, "0498": 3, "049e": 34, "04j": 5, "05": [1, 2, 5, 6, 11, 13, 14, 20, 24, 25, 26, 30, 34, 39, 40], "05050505": 22, "05194694e": 30, "05229805": 29, "054656": 13, "05531217e": 14, "055642879597611": 3, "055e": 25, "05658850e": 24, "056801244813359": 11, "05718868e": 14, "05732201863242677": 13, "05732202": 13, "05773502691896237": 11, "05797402": 17, "0579740235381905": 17, "05802120981218639": 13, "058e": 17, "06": [0, 1, 2, 5, 6, 7, 11, 20, 24, 30, 34], "0600023": 29, "06060606": 22, "06066017": 18, "06079909": 1, "061039": 14, "061e": 17, "0620607": 0, "0625": [0, 6], "06250e": 30, "06322594560601252": 13, "06483069921628332": 29, "06483069921628344": 29, "06596866": 25, "06599327e": 30, "066": [11, 13], "06601718": 2, "066178": 13, "06634869e": 30, "06644": 13, "0665e": [1, 30], "066666666666668": 11, "06759999999997035": 20, "0676": 20, "06844819": 34, "06928769": 0, "06936098e": 14, "0696978": 20, "06970822": 29, "06995": 13, "07": [5, 6, 11, 13, 20, 23, 24, 25, 26, 29, 30, 34, 39], "07070707": 22, "0715e": [1, 30], "072": 13, "072357574434136e": 26, "07283325e": 19, "07297374": 24, "07431403": 6, "0754938": 6, "07737861e": 30, "077e": 34, "0781156032363354": 24, "07955588e": 14, "08": [0, 2, 6, 12, 13, 22, 23, 24, 26, 29, 30, 39], "08034384": 17, "08080808": 22, "081e": [13, 24], "082": 13, "08206": 31, "082139": 13, "08219836e": 30, "08380160e": 6, "08428727": 3, "08729116e": 14, "08888426e": 14, "09": [0, 1, 5, 6, 14, 21, 30, 39], "0900483893314967": 1, "09011474": 17, "09090909": 22, "090e": [17, 23], "09200": 13, "09232922": 18, "093": [11, 24], "09432376": [6, 21], "0943237645545985": 21, "0943951": [0, 14], "096130": 13, "09743234": 13, "098547805640928": 2, "09989473": 24, "0999999999999996": 0, "09j": 5, "0and": 6, "0d": 6, "0e": 13, "0f": 26, "0j": 6, "0k": 13, "0x7f84d824e160": 0, "0x7f84d82ba200": 0, "0x7f84d82ba2a0": 0, "0x7f84d82ba480": 0, "0x7fb918c0e0d0": 17, "0x7fb91aeae610": 17, "0x7fd8a21c7380": 21, "1": [0, 1, 2, 6, 8, 9, 10, 11, 12, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "10": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 38, 39], "100": [1, 2, 3, 4, 6, 7, 8, 9, 11, 12, 13, 18, 20, 21, 22, 24, 28, 30, 32, 33, 40], "1000": [2, 6, 7, 13, 16, 24], "10000": [6, 11, 13, 20], "100000": 13, "10000e": 30, "1000k": 13, "10077583e": 14, "100th": [32, 33], "101": [6, 13, 39], "1010101": 22, "10142299865511450": 6, "1019": 9, "1020549432": 14, "1023": [10, 37], "10240094e": 14, "1025": 13, "1026405": 11, "10278376162816": 6, "103": [13, 27], "103000": 13, "104": [0, 13, 27], "1043": 13, "1054": [9, 30], "1057027072": 14, "105767299013565": 20, "10579106": 29, "106": 2, "10675655e": 24, "107": [11, 13, 24], "10783652e": 14, "108": 13, "10848181818181811": 3, "10848182": 3, "1085": 2, "1086": 2, "1087": 2, "1088": 2, "1089": 2, "109": 25, "1090": 2, "1091": 2, "1092": 2, "1094202426196205e": 20, "1099511246584144": 1, "10atm": 13, "11": [0, 1, 2, 5, 6, 7, 8, 10, 11, 13, 16, 20, 21, 22, 24, 27, 28, 30, 31, 32, 33, 37, 38, 39, 42], "110": [8, 13, 25, 26, 30], "1102230246251565e": [2, 6], "11022302e": 21, "1103": 24, "1107": 6, "110x": [8, 26], "111": [2, 9, 13], "11111111": 22, "1111111111111111": 0, "11237373": 27, "11239534756747105": 20, "11310276995381": 6, "1136": 30, "1138919460": 3, "114": 30, "11501027": 29, "117": 30, "118": 13, "11818825e": 30, "1185391788": 14, "119": 13, "11946859": 29, "11d": 30, "12": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 19, 20, 21, 23, 24, 26, 27, 28, 30, 31, 32, 33, 37, 38, 39, 42], "120": [2, 5, 7, 8, 10, 26, 27], "1200": [13, 22], "120152064": 6, "1206647803780373248": 6, "1206647803780373360": 6, "12099070e": 14, "120x": [8, 26], "1211": 0, "12121212": 22, "12189918e": 30, "1219": 13, "1220327407235617e": 13, "12207799": 14, "1224": 20, "123083499127842": 11, "123229003": 14, "123e": 0, "124": [1, 2, 24], "125": [5, 20, 28], "1250": [6, 9], "1252": 9, "1256850": 6, "12571141": 24, "1258": 30, "1259765087015694": 20, "12707126784": 6, "12758": 30, "12775121": 14, "1280": 6, "128144": 30, "12870931245150988288": 6, "12870931245150988800": 6, "129320": 30, "1294": 13, "12h": 6, "12x": 7, "13": [0, 1, 2, 6, 7, 10, 13, 19, 20, 21, 24, 28, 30, 31, 32, 33, 37, 38, 39, 42], "130": [13, 21], "1300k": 13, "1301": 13, "130614288": 14, "1307535010540395": 6, "13086569": 17, "131": 0, "131021": 13, "13131313": 22, "13149": 30, "131e": 17, "1324": 7, "1325485569": 14, "13336503": 13, "133383": 30, "13343719": 13, "1340": 13, "1343167527": 6, "134618112": 14, "13482772": 29, "135": [10, 13], "135320274707622": 21, "1353352832366127": 3, "1354": 30, "135585182899530": 6, "136": [1, 6, 10, 21, 24, 34], "1360": 13, "13641472": 14, "136638": 13, "137": [1, 10], "13717932e": 19, "1377": 13, "1378": 13, "13781": 26, "138": 10, "1380": [9, 13], "13803759753640704000": 6, "1381": 13, "1382": 13, "1383": 13, "1385": 13, "1388173814": 6, "139": [6, 10], "14": [0, 1, 2, 5, 6, 7, 9, 10, 13, 14, 16, 21, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 37, 38, 42], "1400": 9, "14062362e": 14, "141": 30, "1411": 2, "1412": 2, "1413": 2, "14141414": 22, "1415": 2, "14159265": 0, "141592653589793": [0, 16], "1416": 2, "1417": 2, "142": 2, "143": [2, 8, 26], "14321575e": 14, "14342175765653756": 11, "14399997": 25, "14399999": 25, "143x": [8, 26], "144": [2, 13, 25, 30], "1443712780": 14, "14464051e": 14, "14489286e": 14, "144e": 25, "145": [2, 30], "14548611e": 14, "14574344693564": 20, "146": [2, 11], "147": 1, "14856013e": 30, "14874857e": 5, "149": 25, "1495": [1, 6], "15": [0, 2, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 18, 19, 20, 23, 25, 26, 27, 28, 30, 31, 32, 33, 34, 39], "150": [1, 2, 14, 30], "1500": [13, 17, 19], "15000": [8, 18, 26], "15043744": 24, "1506346256": 14, "15151515": 22, "1523": 13, "152649": 3, "15289074e": 14, "15298564": 28, "153": [2, 13, 31], "15352086": 25, "1536": 13, "154": [2, 13, 20, 31], "1541": 30, "15423665e": 30, "1546e": [1, 30], "155": [2, 13, 31], "15500": 9, "15514191157778542": 24, "1552348": 29, "1554341": 14, "1555027751936": 6, "155583041103855e": 16, "15564": 13, "156": [2, 13, 30, 31], "156214940493651": 16, "1563071673": 20, "157": [1, 2, 13, 31], "158": [2, 13, 31], "158558": 13, "1587381910702497e": 7, "1593690581": 14, "16": [0, 1, 2, 3, 5, 6, 7, 11, 13, 16, 20, 21, 22, 24, 26, 27, 29, 30, 31, 32, 33, 39, 40], "160": [2, 13, 31], "16000": 9, "16007917e": 21, "1606": 30, "1610151165": 14, "16110732": 14, "161502": 25, "16161616": 22, "1619064557": 20, "162": [2, 5, 13, 28, 31], "16227766": 18, "1627362779": 22, "163": [2, 13, 31], "164": [2, 13, 31], "16428541": 1, "165": [6, 13], "167": [0, 2, 13, 30, 31], "1672280820": 6, "16724067": 25, "16724997e": 14, "168": [2, 13, 31], "1681875887": 6, "1682691072": 6, "1685161423": 38, "168558857": 14, "16973318": 14, "16f": 6, "17": [0, 1, 5, 6, 10, 13, 19, 20, 21, 24, 30, 31, 32, 33, 38, 39], "170": [2, 13, 31], "1700": 13, "171": [2, 13, 31], "1715": 30, "17171717": 22, "172": 13, "17202536": 0, "17259463": 28, "173": [2, 13, 31], "17307690e": 14, "17364818": 0, "1740862": 24, "174692805": 21, "175": 24, "1760157840": 6, "1791754240830934e": 22, "17955697e": 14, "18": [1, 2, 6, 7, 10, 13, 19, 24, 29, 30, 31, 32, 33, 37, 38, 39], "181760": 6, "18181818": 22, "18286320e": 14, "18441894": 34, "1845505028": 20, "184e": 34, "185": 30, "185e": 26, "186": 30, "18684464e": 30, "18696": 13, "18700e": 30, "187e": 26, "188": 13, "1887902": 14, "1887902047863905": 16, "188835": 13, "189": [1, 13, 24], "18903319e": 30, "1892264215": 13, "18981534": 25, "18992502e": 14, "19": [1, 2, 3, 5, 6, 7, 9, 10, 13, 15, 19, 23, 30, 31, 32, 33, 37], "1903": [1, 6], "190691": 30, "191": [13, 25], "19191919": 22, "192": 13, "19200000e": 6, "19245012733664213": 8, "19269047e": 19, "1928982228": 13, "192e": [26, 29, 34], "193": 13, "19551557": 19, "195e": 26, "196103132": 14, "1963025921": 14, "19667087": 24, "197": 13, "1970": 10, "19798741": 27, "1983": [1, 24], "1989": 13, "1994": 13, "19967517e": 30, "199e": 34, "1br": [5, 28], "1br2": [5, 28], "1d": [0, 2, 5, 18, 26, 32, 40], "1e": [1, 2, 5, 6, 8, 13, 15, 17, 19, 20, 22, 23, 24, 25, 26, 30, 40], "1e4": 11, "1f": 13, "1h": [5, 28], "1h2": [5, 28], "1hbr": [5, 28], "1qh4h5lhw_hoscazqvii1vrpwcppejthwkbo3a323azg": 42, "1st": 13, "2": [0, 1, 2, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "20": [0, 1, 2, 3, 5, 6, 7, 8, 10, 12, 13, 16, 17, 18, 21, 24, 26, 27, 28, 30, 31, 32, 33, 34, 37, 38, 39, 42], "200": [1, 2, 7, 13, 18, 20, 30, 34], "2000": [9, 13], "20000148865173356": 13, "2003": 6, "2008": 6, "2010961": 19, "2012": 13, "2013": [4, 6], "2019": 36, "2020": 40, "2020202": 22, "2023": [0, 2, 4, 31], "2024": [10, 37, 39], "203": 13, "204598136807022": 11, "20483230796889": 13, "20608131187146": 13, "20615": 6, "2063369727": 14, "20745842": 34, "20885": 3, "20905075e": 30, "209408": 6, "20cell": 15, "20markdown": 15, "20t": 11, "20with": 15, "21": [1, 2, 3, 5, 6, 7, 8, 10, 13, 16, 24, 26, 30, 31, 32, 33, 37, 38, 39, 42], "210": [6, 8, 26], "2100": 13, "210088424323207": 11, "21055203": 5, "210y": [8, 26], "21123386e": 30, "212": 30, "21212121": 22, "21293999e": 14, "212e": 34, "213": [13, 25], "2130509563": 14, "21427362538236827": 11, "215": 13, "215723629056": 6, "216": 13, "21694798": 1, "217": 13, "21773": 31, "218": 13, "218176832": 14, "21820436": 24, "219": 13, "22": [1, 2, 5, 7, 10, 11, 13, 20, 24, 30, 31, 32, 33, 37, 38, 39, 42], "220": [0, 13], "2200": 13, "220446049250313e": [0, 6, 40], "22044605e": 21, "22140275": 2, "222": 11, "22214631": 14, "22222222": 22, "22254475": 16, "22281088": 29, "223": [13, 16], "224": 25, "224725016852602": 34, "22479069513437": 20, "225": 11, "22554103": 2, "22592000e": 6, "227": [13, 22], "2270": [1, 29], "228": [13, 14], "22809558e": 14, "2289625004": 2, "229657428": 14, "22e": 0, "23": [1, 2, 5, 7, 11, 12, 13, 16, 20, 24, 30, 31, 33, 39], "230": 25, "230000": 11, "232": 30, "23232323": 22, "23329964437327755": 13, "2335501430": 20, "23363144e": 34, "2345": 0, "234e": 23, "235": 13, "236": [2, 13, 31], "23636813": 29, "237": [2, 13, 31], "237e": 26, "238": [2, 13, 31], "23869938": 24, "239": [2, 13, 31], "239e": 26, "24": [1, 2, 3, 5, 7, 10, 13, 16, 20, 24, 30, 31, 33, 37, 38, 39, 42], "240": [1, 2, 13, 18, 25, 31], "24039999": 25, "2404": 25, "24055105e": 14, "241": [2, 13], "24114688": 6, "242": 2, "24242424": 22, "242e": 26, "243": 2, "2431": 13, "2432902008176640000": 6, "244": 2, "245": 2, "246": 2, "247": 2, "24705882": 29, "2474": 13, "248": 2, "249": [2, 13], "2495": 30, "25": [0, 1, 2, 3, 5, 6, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 24, 25, 26, 27, 28, 29, 30, 31, 33, 37], "250": [1, 2, 13, 30], "250000": 13, "2500000000000001": 13, "25000000e": 14, "25000e": 30, "250e": 0, "251": 2, "2517679528326894e": 6, "252": 2, "25252525": 22, "253": 2, "25392243": 29, "2542": 2, "2543": 2, "2544": 2, "2545": 2, "2546": 2, "2548": 2, "2549": 2, "255": [1, 24], "25514052e": 19, "25520833": 21, "25550242": 14, "256": 13, "256016704": 9, "2562": [1, 6], "25624945e": 14, "25741034": 25, "25757576e": 30, "25816839": 24, "25873623": 1, "259": 13, "26": [1, 3, 5, 7, 10, 11, 13, 16, 18, 19, 22, 24, 30, 33, 37, 38, 42], "26072456": 0, "261e": 23, "26244301e": 11, "26262626": 22, "26268852": 0, "263": 30, "26384628": 18, "26657909": 29, "26746927e": 30, "26757911e": 14, "26804924": 25, "26845682": 25, "269356036": 14, "26j": 5, "27": [3, 5, 11, 13, 24, 30, 31, 33, 39], "27053550e": 14, "27182279e": 14, "27261317": 29, "27272727": 22, "273": [11, 13], "27328168": 14, "27462952745472": 6, "2747854427996614": 13, "2752523": 14, "2755": 1, "27624446": 29, "27662367": 24, "2774659880833895e": 7, "27765321e": 14, "2780": 9, "27890923e": 30, "27985616e": 21, "27s_method": 20, "27s_polynomi": 6, "28": [1, 5, 11, 13, 20, 24, 30, 34], "2800": 9, "280e": 0, "28125": 16, "28206459e": 30, "28242527e": 14, "28282828": 22, "28282828e": 30, "28306822e": 30, "28318531": 14, "284": [13, 30], "285": 13, "286": 30, "2870202885": 13, "28730858e": 7, "288550084": 14, "2887793276654596": 20, "28885852": 14, "28974856e": 30, "2898598062432779": 11, "28data_pag": 13, "29": [1, 2, 7, 10, 11, 13, 24, 30, 37, 38, 42], "290": 13, "29000e": 30, "29094717": 0, "290e": 25, "29161001": 1, "2917585576": 23, "292": 30, "29240134": 1, "2928932188134519": 6, "2928932188134524": 6, "29292929": 22, "29353463633494103": 11, "29360269e": 30, "29407727": 24, "2943467": 29, "29473657": 1, "29713869": 29, "298": 13, "29887672": 19, "29887676": 19, "29887685": 19, "29887721": 19, "2988785": 19, "29888301": 19, "298k": 13, "29948184e": 30, "29961546": 19, "2a": 31, "2br": [5, 28], "2c": 22, "2ca": 13, "2co_2": 13, "2d": [5, 8, 17, 18, 22, 27, 30, 32, 40], "2e": [0, 1, 30, 32, 33], "2f": [0, 2, 3, 6, 7, 8, 9, 13, 15, 16, 19, 20, 21, 23, 26, 28, 30, 34], "2f_f": 13, "2g": 30, "2hbr": [5, 28], "2pt": 6, "2u": [2, 22], "2x": [2, 6, 7, 17, 19, 20, 31], "2y": 13, "2\u03c3": 13, "3": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "30": [1, 5, 6, 7, 8, 11, 13, 15, 18, 20, 21, 23, 26, 27, 30], "300": [1, 2, 13, 30], "3000": 6, "3002503601": 0, "3005365921998688": 1, "301": 24, "30160929": 29, "3024": 1, "302585092994046": 0, "302652729696142": 11, "302767752784657": 20, "303": 13, "3030303": 22, "304": [30, 31], "30488611": 18, "305": 30, "3050": 9, "30515947": 29, "305379923447258": 11, "30584482e": 5, "306": 20, "30720658": 0, "307534560277845": 1, "3079": 1, "30794137": 0, "308": 3, "30872995e": 14, "309": 30, "3098855599": 29, "30d": 6, "30f": 6, "30j": 5, "30y": [8, 26], "31": [11, 13, 19, 30, 34, 39], "310": [14, 17], "31054101": 24, "3106816": 6, "311333643161390640": 6, "311333643161390656": 6, "312": 14, "3124744715614": 20, "312e": 26, "313": 14, "31313131": 22, "31313131e": 30, "31383296e": 6, "314": 13, "3143": 1, "31452218": 1, "3145221843003411": 1, "31452218430034123": 1, "3145221843003413": 1, "314e": 13, "315": 1, "31654141": 14, "317": [13, 30], "3170": 6, "3171": 6, "31727857e": 30, "318": 13, "31813120e": 6, "319": 13, "3196": 13, "319e": 25, "32": [6, 19, 24, 30], "320": 13, "3205427044923441": 24, "321": 13, "3214667437645078": 13, "3217": 30, "322": 13, "32221463": 14, "3225806451612903": 0, "32323232": 22, "324": 13, "324573703052905e": 20, "32498396488279e": 22, "32534056": 13, "32555975e": 5, "3258518917108": 20, "32592593": 28, "32602655": 24, "3275314145379786": 1, "32753143": 24, "3278399195": 24, "328": 24, "328402": 30, "33": [0, 5, 13, 28, 30], "3306690738754696e": [20, 23], "331557660": 14, "33177969": 29, "333": 0, "3333": [15, 21], "33333333": [21, 22, 27, 28], "33333333333333": 6, "333333333333332": 21, "333333333333333": 2, "3333333333333333": 0, "33333333333333337": 6, "33333333333334": 21, "33333333e": 15, "333350338400844": 21, "333e": [15, 29], "334": 2, "33419537e": 14, "33600104e": 14, "33718604270166": 20, "33750604": 0, "33874": 30, "338e": 34, "339476128": 13, "34": [0, 2, 5, 13, 30, 34, 39], "34043": 30, "34054532": 24, "3426": 30, "34267356": 29, "34343434": 22, "34348484e": 30, "34348485e": 30, "34378179728": 2, "344": [26, 30], "34400417e": 14, "346": 13, "34633902": 0, "346e": 26, "34906585": 0, "34989752": 14, "34e": [1, 30], "35": [6, 10, 13, 24, 26, 34, 37], "350": [9, 30], "3501e": [1, 30], "35056497": 13, "35066486": 13, "35119021800712": 28, "35192582": 27, "353": 30, "35324662": 21, "35353535": 22, "354": 26, "35410858": 24, "35424162": 24, "3545262368760884": 1, "355": [24, 26], "35541533e": 14, "35563066": 25, "355e": 23, "356": 26, "35635383e": 14, "35759895552": 6, "3599979517947607040": 6, "3599979517947607200": 6, "36": [2, 30], "3600": [13, 16], "3604360318": 16, "36136136136136143": 2, "36191334e": 6, "363417": 13, "36352": 6, "36363636": 22, "36384150e": 14, "3642": 30, "365383250944": 6, "36560665": 24, "3665": 13, "36672737": 24, "36719416": 16, "36754402e": 14, "367676508029641e": 21, "3679": 3, "369557642": 14, "36995911e": 14, "36995973e": 14, "369e": 26, "37": [19, 30, 39], "37170825": 18, "3718588497": 5, "371e": 34, "372": 13, "37209691e": 14, "373": 13, "37304950e": 14, "3732": 30, "37373737": 22, "375": 17, "3750": 6, "37500e": 30, "37628814": 24, "37663529e": 14, "377": 13, "37710476e": 14, "37742974": 29, "3777623778304": 6, "37841258": 24, "3788752810890879": 13, "3788826772653788": 13, "38": [1, 5, 6, 16, 19, 30], "38030344e": 11, "38066119e": 30, "382e": 34, "38325363": 14, "38367549e": 30, "38383838": 22, "38491214": 29, "384e": 34, "38583245e": 6, "38627918": 24, "38649084e": 14, "3866": 30, "387": [1, 24], "389": [6, 13, 28], "38917489": 24, "39": [5, 13, 16, 28, 30], "390": [6, 28], "39000000000001": [5, 28], "390625": 21, "391": [6, 28], "391186304436758": 20, "391230963953113": 20, "391e": 34, "393": [6, 13, 28], "39386346487936e": 20, "39393939": 22, "39393939e": 30, "394": [6, 16, 21, 28], "395": 30, "39557278": 24, "3958593": 0, "396": [6, 16, 28], "3962634": 0, "39660175": 27, "3967": 13, "397": [6, 16, 28], "398": [6, 16, 28], "399": [6, 16, 28], "39902482": 24, "3991438186509969e": 14, "3994373": 29, "39958516": 18, "39978364": 18, "39983766": 18, "39985385": 18, "39990725": 18, "39990787": 18, "39991442": 18, "3d": [1, 2, 8, 22], "3e": [6, 15], "3f": [0, 2, 7, 11, 13, 15, 16, 17, 24, 33], "3g": 0, "3k": 13, "3rd": [16, 25], "3x": [2, 7, 16, 26, 29], "3x3x3": 0, "3y": 7, "4": [0, 1, 2, 3, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 40, 42], "40": [2, 5, 13, 14, 15, 16, 19, 23, 30, 34], "400": [6, 13, 16, 28], "4000": [8, 20, 26], "40008248": 18, "40009526": 18, "40019437": 18, "40020394": 18, "40027104": 18, "40028779": 18, "40031617": 18, "40032191": 18, "40035133": 18, "40050318": 18, "4005072": 18, "4006681": [6, 21], "40067115": 18, "40078697": 18, "40084644": 18, "40085462": 18, "40096288": 18, "400k": 13, "40109182": 18, "40145916": 18, "4015339": 18, "40162308": 18, "40163014": 16, "40171771630": 6, "402": [1, 16, 24], "4022852329": 7, "40235092": 18, "402842": 18, "403": [13, 16], "40334083": 18, "40395152367506": 13, "404": 16, "4040404": 22, "40416182": 24, "4044699": 18, "404e": 25, "405": 16, "4051260155411128e": 2, "40517716": 18, "406": [16, 34], "40621031": 18, "406724879": 21, "407": [31, 32, 33], "40797271": 24, "407e": 26, "408": [31, 32, 33], "40845254": 18, "4086341036": 16, "40960375e": 14, "40976045": 18, "41": [1, 13, 15, 24, 37, 39], "410": [31, 32, 33], "4103338182": 23, "41093864": 18, "411": [31, 32, 33], "41203909": 24, "412e": 34, "413": 13, "41353536": 18, "41414141": 22, "41421356": 27, "414213562373095": 8, "4142135623730951": [0, 8], "414213562374664": 8, "41602873": 24, "41660973": 14, "416930756132674": 20, "41737466": 18, "417e": 24, "418": 13, "41872749": 29, "41907520e": 14, "41919727": 24, "41948956e": 14, "419e": 24, "42": [1, 15, 26, 30, 39], "4210854715202004e": 27, "42125427": 18, "42320289": 24, "42424242": 22, "42425400e": 5, "4244361781273245": 20, "42562893": 24, "42587515": 18, "427682055": 16, "4291268947": 13, "42950503": 24, "43": [13, 20, 30], "43000e": 30, "430e": 26, "431": 20, "43132653": 24, "43139168e": 30, "43189836": 18, "432": 20, "4326": 30, "432816": 13, "4328707": 14, "43434343": 22, "4344629441456016": 13, "43494484": 24, "43502848j": [6, 21], "4352267476228684": 13, "4352267476228722": 13, "43628241": 24, "4369578531870273": 20, "43915671458881": 20, "43920511": 18, "43953184": 24, "44": [3, 13, 15], "44029516e": 14, "4404888": 24, "440892098500626e": [0, 20, 27], "44089210e": 13, "4408921e": 20, "441": 2, "44251167": 29, "44278271": 29, "44327541": 24, "44346095": 0, "443460952792061": 0, "443881": 29, "4439378": 24, "44444444": 22, "444e": 26, "44618477": 24, "4465326592": 6, "4466214": 24, "44806492": 18, "44826902": 24, "44853145": 24, "44952235e": 14, "44953708": 24, "4496597": 24, "44996584": 14, "44999775": 24, "45": [2, 5, 6, 10, 13, 21, 24, 28, 30, 34, 39], "450": 6, "45169648e": 14, "4521": 31, "4527860255139964": 1, "453": 12, "45332917e": 24, "45454545": 22, "454e": 24, "455": 13, "45502309": 13, "45651285": 0, "45716772e": 19, "4574668234994665": 2, "45940047": 18, "46": [1, 2, 5, 13, 24, 28, 30, 31, 32, 33], "46084441": 29, "46151512e": 14, "46205275489156605": 20, "46217301e": 5, "46221445": 18, "463": [1, 24], "46410162j": 21, "464362": 30, "46464646": 22, "466": 31, "46623961": 0, "467": 13, "46826356": 1, "46833281366552": 24, "46839641": 1, "46932645": 1, "46959618248998036": 13, "469e": 17, "47": [13, 28, 30, 31, 32, 33], "470014715": 14, "470e": [23, 26], "47190048": 29, "472": 1, "47342567e": 14, "4734642": 18, "473e": 23, "47474747": 22, "4758979742813436": 23, "475b": 2, "475e": 34, "476845304": 21, "47734592e": 14, "47764873": 14, "48": [5, 13, 15, 25, 31, 32, 33], "480398336": 6, "48273508e": 14, "48293800e": 30, "48332195": 14, "48484840e": 30, "48484848": 22, "48484848e": 30, "48516727e": 11, "48622952e": 14, "488": 13, "48889178e": 14, "4891198": 0, "48e": [1, 30], "48j": 5, "49": [0, 6, 11, 30, 31], "49012e": [2, 12], "490e": 23, "4912984000626383e": 24, "49131361": 25, "49182469": 2, "49244192": 18, "4925741703848234": 29, "492574170384824": 29, "49433000e": 14, "49439233": 19, "49453733": 5, "49494949": 22, "495": 3, "49504067e": 14, "498": 30, "49844745e": 30, "499": 13, "4999998": 28, "4999999999": 28, "49e4": [6, 21], "4e": [1, 30], "4f": [13, 15, 16, 20, 24, 31], "4g": 13, "4h_2o": 13, "4pt": 6, "4th": 13, "4x": [6, 7], "5": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39], "50": [1, 2, 5, 6, 9, 11, 13, 15, 16, 18, 20, 22, 23, 27, 28, 30, 31, 32, 33, 34], "500": [2, 6, 7, 13, 19, 27, 32, 33], "5000": [2, 9, 11, 13, 24, 27, 30], "500000": 11, "500000000000002": 13, "50000000e": 14, "50000e": 30, "50005162": 19, "5001": 27, "50016": 14, "500e": 17, "500k": 13, "50115890e": 14, "50119988e": 5, "5027449351425746": 11, "50334979": 14, "50505051": 22, "50619449e": 30, "506e": 17, "5077536004144549": 11, "50898336e": 14, "509e": 34, "50j": 5, "51": [11, 13, 30, 39], "51100484": 14, "51260786e": 14, "514": 2, "514112836825973": 11, "515": 2, "51515152": 22, "516": 2, "5161": 30, "51652239626604": 20, "517": 2, "518394352": 0, "51939197": 18, "52": [1, 11, 23, 24, 30], "52069063": 18, "521": 13, "5218875824868201": 23, "5223": 11, "5224": 13, "5234375": 16, "524312896405919": 3, "52517499e": 14, "52525253": 22, "527": 13, "5271": 13, "528": 13, "52879944409127": 11, "529": 13, "53": [5, 8, 13, 16, 26, 27, 30, 39], "530": 13, "53063574e": 14, "530e": 34, "531": 13, "5312499999999987": 6, "531991878384006": 6, "532": 13, "533": 13, "53327946": 6, "534480": 13, "5348867187457242e": 30, "534e": 24, "53535354": 22, "536e": 34, "53813521": 14, "53847": 2, "54": [1, 11, 30], "541": 13, "54151346": 11, "54399958": 27, "543e": 34, "544": 30, "54436094": 14, "544479699294113": 34, "54497691": 13, "545": 13, "54545455": 22, "546": 3, "546e": 34, "547": 13, "54700196e": 5, "5478": 13, "5480": [1, 24], "54898106e": 14, "54965507e": 14, "54e": 16, "55": [3, 10, 13, 18, 24, 30, 34, 37, 39], "550": 9, "550k": 13, "5512": [1, 6], "55266300e": 14, "552e": 23, "55331714e": 14, "553716061": 14, "553e": 24, "55401643": 0, "55555556": 22, "556": 13, "55603374": 29, "559": 7, "55905648": 1, "5594238377522345": 13, "56": [0, 1, 5, 13, 24, 30, 31, 39], "56006312": 29, "561": [31, 32, 33], "56100e": 30, "56120872": 23, "562": [31, 32, 33], "56250e": 30, "563": [31, 32, 33], "5630033628012618": 13, "5630113483142608": 13, "56328585": 18, "563e": 0, "565": [31, 32, 33], "56565657": 22, "566": [31, 32, 33], "5660161": 29, "56666667": 28, "566688": 30, "567": [31, 32, 33], "56735137": 23, "5673513747965597": 23, "56759": 13, "56761491e": 14, "57": [5, 13, 28, 30, 39], "57021389": 1, "5707963267948966": 0, "57084178e": 14, "5714285714285714": 23, "57198376e": 14, "571e": 0, "57233217": 1, "573": 31, "5738738": 29, "573e": 34, "574": 30, "575221": 3, "57575758": 22, "57575758e": 30, "57771705": 14, "57773162": 5, "5778907215881712": 27, "5792032": 0, "5793": 30, "58": [11, 13, 30, 34, 39], "580": 13, "58025253": 27, "58113883": 18, "5832776": 14, "5837456060607": 7, "58529732": 28, "58580931": 29, "58585859": 22, "5879661186615786e": 22, "588325653": 14, "58893455": 1, "58e": 13, "59": [5, 13, 16, 30, 39], "59059092e": 14, "59141447": 1, "59237": 12, "59341303": 1, "59426083": 29, "59555671e": 14, "5959596": 22, "59747475e": 30, "5977615": 19, "59792994": 1, "5996022": 5, "5e": 13, "5e13": 6, "5x": 7, "6": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 39, 42], "60": [5, 8, 11, 12, 13, 16, 24, 26, 30], "600": 13, "6000": 9, "60000e": 30, "60207133": 19, "60286812": 13, "6032": [1, 30], "604": 13, "605": 27, "6052": 3, "606": 27, "6060": 13, "60606061": 22, "60608174": 21, "6065": 3, "607": 27, "6075": 13, "608": 27, "609": 27, "6094": 3, "6098177": 14, "60j": 5, "60y": [8, 26], "61": [13, 30, 39], "611": 20, "61107316": 14, "612": 20, "6131044728864088": 25, "613987753472": 6, "61532928e": 6, "6155e": [1, 30], "61616162": 22, "61678631": 29, "61795485": 16, "618": 16, "6180105030251086": 11, "619": 30, "61910374e": 6, "62": [8, 13, 26, 30], "62079277e": 30, "62100654e": 11, "62105057e": 6, "62222295e": 14, "62366445": 1, "62386642": 0, "624": 17, "62434616e": 30, "624999538349": 26, "625": 20, "62526515484863": 13, "62626263": 22, "6267447708446054": 1, "6271": 1, "629": 1, "63": [7, 13, 14, 30], "63016717": 5, "63030812099294896": 6, "63107822410148": 3, "6315": [8, 26], "632e": 13, "63380064": 29, "634080157335256": 11, "6351811278100286e": 2, "6358": 1, "63636364": 22, "63677968e": 19, "637545217": 14, "6379999999999981": 13, "63875604": 14, "638e": 26, "63994657": 5, "639e": 24, "64": [13, 30, 31], "640x480": 13, "64363": 30, "64442926": 14, "64462519e": 14, "645651": 30, "64646465": 22, "64695817": 18, "646e": 24, "6472": 1, "647e": 24, "64872127070013": 6, "6492": 1, "64984090e": 17, "64bit": [10, 37], "65": [3, 5, 13, 16, 26, 30], "6504913306781755e": 16, "65094778e": 17, "65094779e": 17, "654364711": 14, "65454727": 1, "65598207645877": 20, "65656566": 22, "65656566e": 30, "656e": 24, "65785007e": 14, "6583034": 29, "659e": 34, "66": [13, 30], "66000": [11, 13], "66061764e": 14, "66115630e": 14, "66133814775094e": 5, "66392522": 29, "66453526e": 5, "6666666666666666": [0, 15], "666666666666667": 0, "6666666666666674": 16, "66666667": 22, "66666667e": 15, "6667": [6, 15], "667e": [15, 29], "668e": 17, "67": 13, "671301": 13, "67159325": 29, "67211215": 14, "67215554e": 14, "67216743e": 14, "67392305e": 30, "674e": 23, "675": 3, "67613": 30, "6764763125625435": 31, "67676768": 22, "67705098": 18, "678": 30, "67872757": 29, "679": [6, 13, 21], "68": [11, 13, 39], "68011436": 1, "683": [6, 21], "68338671": 0, "68612694e": 30, "68619": 13, "68686869": 22, "68909527": 29, "69": [13, 20], "69082191": 29, "691": 30, "69137": 13, "693": 13, "69314718": 20, "6931471805599453": 20, "6931471805599456": 20, "69542539e": 30, "69545455e": 30, "69550009": 29, "69696954e": 30, "6969697": 22, "69696970e": 30, "6981317": 0, "6d": 30, "6th": [7, 38], "6x": 7, "7": [0, 1, 2, 5, 6, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "70": [2, 13, 30], "700": [9, 13, 30], "70000e": 30, "70084958": 16, "701": 16, "7016744": 29, "70192769": 1, "7035": 1, "7038": 30, "704760322": 14, "70546826": 14, "70572824": 29, "70707071": 22, "70710678": [2, 6, 8], "707974": 13, "708837666": 14, "70e": [1, 30], "71": [1, 5, 13, 24, 28, 30], "71000000000001": 5, "71108947e": 14, "71144196": 18, "71164629e": 14, "7160": [1, 6], "7163": 13, "716e": 34, "71717172": 22, "718281828459045": 0, "71933440e": 6, "7195996554371908": 11, "7199554861056": 6, "719e": 34, "72": [5, 13, 28, 31, 39], "72108844": 28, "72167715840": 6, "7236544062149992": 11, "723e": 24, "72495798": 27, "724e": 34, "7252145572003386": 13, "72727273": 22, "72j": 5, "73": [5, 6, 21, 30], "73191444": 17, "73205081": 27, "732e": 17, "734723475976807e": 7, "73737374": 22, "73760167e": 14, "73829845": 27, "73863375370596": 20, "738633753705965": 20, "738633791430882": 20, "738633804496054": 20, "73882436": 14, "73961882": 5, "73j": 5, "74": [2, 20, 39], "740219034714983": 20, "7407944": 1, "742e": 24, "74532925": 0, "7453292519943295": 0, "746e": 24, "74712714e": 20, "74747475": 22, "74798389e": 14, "74895299e": 30, "748997392381676": 11, "749": 11, "749e": 34, "75": [5, 6, 8, 13, 17, 18, 26, 29, 30, 39], "75003904e": 6, "75011061e": 20, "751e": 24, "75209239e": 5, "75234941e": 14, "75254678": 34, "753": 31, "75388776": 29, "75459634e": 14, "754e": 0, "756111184500": 6, "75757576": 22, "75785285e": 30, "75j": 5, "76": [13, 30, 39], "760": 13, "76265215": 34, "7631366": 29, "76334155": 29, "76391400152738": 20, "76511544": 11, "76604444": 0, "76643716": 29, "7671162238028324": 1, "76767677": 22, "768e": 34, "769292354251341": 20, "76929656115579": 20, "77": [2, 5, 13, 39], "77020888": 25, "770e": 0, "77147e": 30, "771715812062107": 20, "77218047": 14, "772874": 13, "773159728050814e": 16, "7733539398046005": 6, "7733541052278312": 6, "7733541062373446": 6, "7733541062373843": 6, "773e": 13, "77554974": 0, "77629474221368": 13, "77635684e": 13, "776e": 0, "77777778": 22, "77920006547463": 13, "7798889": 14, "78": [0, 6, 11, 13], "782": 13, "783": [1, 24, 30], "78348677": 29, "78382253": 1, "78760796": 0, "78787879": 22, "788541753": 14, "79": [0, 6, 13, 20, 30, 39], "79056942": 18, "79175229e": 30, "7925268": 0, "79326904": 19, "793435": 13, "7950016288086892": 0, "79789203": 18, "7979798": 22, "79803115": 18, "79809363": 18, "7981403392675809": 13, "79883362": 18, "79895061": 19, "79907064": 18, "79923755": 18, "79926913": 18, "79946213": 18, "799504121233703": 11, "79951776": 18, "79966799": 18, "79975191": 18, "79979238": 18, "79986336": 14, "79986591": 18, "7e": 13, "8": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "80": [5, 13, 17, 27, 30, 33], "800": 9, "80017452e": 30, "80026888": 18, "80048488": 18, "80049314": 18, "80054696": 0, "80056815": 18, "80069907": 18, "80070447": 18, "80077275": 18, "801155693222169": 21, "8012632": 18, "80131159": 18, "80140733": 18, "80143985e": 5, "80159464": 18, "80171624": 18, "80193034": 18, "80203193": 18, "8023e": [1, 30], "80245462": 18, "80249061": 18, "802750256": 14, "80277564": 18, "80316002": 18, "80348781": 18, "8037811822645051392": 6, "8037811822645051776": 6, "80478864": 18, "80520558": 18, "80553658": 14, "80628913": 18, "806564732889672": 11, "8075100000000082": 25, "80808081": 22, "80818399": 18, "80851200e": 6, "809046578": 14, "81": [13, 30], "81311318": 18, "81572909": 18, "81698638": 18, "81818182": 22, "81818182e": 30, "82": [1, 7, 11, 13, 24, 28, 30, 37, 38, 42], "820": 11, "820000": 11, "820987": 18, "82382154": 0, "826": 13, "82630199": 18, "8264": 13, "82656126e": 14, "826e": 25, "827499940822171": 11, "82780627": 11, "82828283": 22, "8291999504602496": 20, "83": [1, 5, 7, 13, 24, 30, 37, 38, 42], "830": 13, "8304": 13, "83054458": 29, "83159721": 29, "83177174": 18, "832514": 13, "83321947": 14, "83333333": 18, "8333333333333333": 18, "83437879": 0, "838250": 6, "838251": 6, "83838384": 22, "83871313": 18, "83j": 5, "84": [1, 5, 7, 13, 24, 37, 38, 39, 42], "84000260e": 14, "84070253e": 14, "84147098": 14, "84203854": 18, "8421709430404007e": 20, "84257219": 29, "84320000e": 6, "843280888": 14, "84377137e": 30, "84580927e": 14, "84592537e": 22, "84742803e": 5, "84752295": 18, "84807151": 0, "84848485": 22, "84j": 5, "85": [1, 5, 7, 11, 13, 24, 30, 37, 38, 42], "851e": [0, 24], "855326": 13, "856765187": 14, "85692514": 18, "85858586": 22, "85j": 5, "86": [1, 7, 8, 24, 30, 37, 38, 42], "860": 13, "86307225": 29, "86379487": 1, "865": 30, "86532742e": 14, "86592014e": 34, "86630709e": 14, "8665258494365844e": 20, "86657557": 14, "86669879e": 11, "86683456": 17, "86796457": 18, "867e": 24, "86868687": 22, "869604401089358": 6, "87": [26, 30, 39], "87010426": 0, "87012987e": 30, "872205571": 14, "872657663724665": 11, "874192746384855": 13, "875": 13, "8752948036761600000": 6, "87547709e": 30, "87552988": 18, "87555609": 29, "87631636": 18, "87878788": 22, "879999999999999": 20, "88": [8, 13], "8810": 13, "88155125": 1, "882": 13, "882e": 13, "884": 1, "88430": 13, "88535596": 13, "8853559627351465": 13, "88888889": 22, "89": 2, "89216084e": 14, "89410": 13, "895": 13, "89545773e": 19, "895e": 13, "89663872": 19, "896e": 34, "89816457e": 14, "89824000e": 6, "8989690721649484": 20, "8989899": 22, "89993168": 14, "8x": 21, "8y": 6, "9": [0, 1, 2, 3, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42], "90": [5, 9, 10, 13, 27, 30, 37], "900": 13, "9000": 13, "9007423896796354e": 22, "90138771133189": 0, "90138782": 18, "90194032": 19, "90303030e": 30, "9032e": [1, 30], "90330352e": 14, "90420559": 29, "9044796": 1, "90490e": 30, "9056": 0, "906177281": 14, "90625e": 30, "907e": 34, "90909091": 22, "90929743": 14, "90j": 5, "91": [13, 25, 30, 39], "91475559": 6, "916854858398438e": 6, "91874777": 29, "91919192": 22, "92": 30, "920": 11, "9219136430763581": 11, "923244909010131": 11, "924": 30, "925e": 34, "9285595695281881": 20, "92929293": 22, "93": [13, 16, 30], "9301404382402625": 11, "93253742e": 14, "93253760e": 14, "93253789e": 14, "93280000e": 6, "93328779": 14, "938": 13, "93889390e": 19, "93939394": 22, "93969262": 0, "93kutta_method": 17, "94": [5, 11, 13, 30, 39], "940": 30, "942": [1, 13], "9439999999999995": 20, "94584556": 34, "94595947": 34, "94628672": 6, "94771076": 0, "94784176e": 14, "948387": 13, "9486050757322071": 11, "94949495": 22, "94j": 5, "95": [1, 2, 11, 13, 24, 30, 40], "950": 27, "95328325": 6, "95396512": 24, "958154": 3, "95959596": 22, "96": [1, 26, 30], "960594732333751e": 0, "960758701245243": 26, "960758701630095": 26, "960758701630144": 26, "96097068": 14, "960e": 29, "963": 30, "965": 30, "96664389": 14, "967139665561225": 1, "9680e": [1, 30], "96830e": 30, "96966389e": 30, "96969697": 22, "97": [5, 30], "9728254": 1, "97338022e": 14, "97532877e": 6, "97846320e": 30, "97979798": 22, "98": [5, 28, 30], "980797": 13, "982": 13, "9828564662535015": 20, "9838819479373777": 11, "983e": 24, "9854448": 24, "98669404": 34, "98712369": 19, "98989899": 22, "98e": [1, 30], "99": [5, 30, 31, 39], "99041304": 6, "99092135": 6, "991276533834524": 17, "99149259": 5, "992": 13, "993": 13, "9932317910802477": 11, "9937154117977646": 11, "9937219694072356": 11, "99432678": 14, "995": 13, "995e": 34, "996": 13, "996012819169536": 16, "9969": 13, "997": 13, "99735": 13, "998": 13, "999": 13, "99902596e": 30, "99902597e": 30, "99935583": 6, "99980929": 6, "999838223738076": 17, "9999869672459537": [1, 30], "99998925": 6, "9999934070923728": 6, "999993407092373": 6, "9999983517708524": 6, "9999994300847312": 17, "99999959": 29, "9999997051127": 20, "99999978": 29, "999999886950595": 2, "9999999": [28, 29], "99999994": 29, "9999999623352622": 2, "99999998": 6, "999999999942188": 26, "9999999999999": 20, "999999999999993": 5, "999999999999998": 29, "9999999999999984": 16, "999999999999999": 15, "9999999999999998": [6, 29], "9999999999999999": [6, 29], "9th": [2, 5, 27], "A": [0, 1, 4, 5, 7, 8, 9, 10, 11, 13, 15, 16, 17, 18, 21, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 40], "And": [0, 2, 13, 15, 16, 17, 19, 20, 27, 28, 34], "As": [0, 6, 10, 11, 12, 13, 16, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34], "At": [2, 7, 13, 16, 18, 21, 22, 23, 24, 25, 28, 32], "Being": 11, "But": [5, 7, 12, 20, 25, 26], "By": [2, 13, 16, 17, 20, 23, 24, 36], "For": [0, 1, 2, 3, 6, 7, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34], "If": [0, 2, 3, 5, 6, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "In": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 42], "It": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 43], "Its": 27, "Near": 6, "No": [1, 7, 10, 11, 12, 13, 24, 37, 38, 42], "Not": [16, 23, 25, 27, 34], "Of": [0, 2, 9, 13, 29, 41], "On": [13, 23, 30], "One": [0, 2, 6, 10, 11, 13, 17, 18, 19, 20, 21, 23, 25, 27, 28, 30, 31, 32, 33, 34], "Or": [0, 5, 15, 22, 28], "That": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 17, 18, 19, 20, 24, 25, 26, 28, 31, 32, 33, 34], "The": [0, 1, 2, 7, 8, 10, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 38, 40], "Then": [0, 2, 7, 10, 11, 12, 13, 17, 18, 20, 21, 22, 23, 29, 30, 31, 32, 33], "There": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 38, 43], "These": [2, 4, 5, 6, 7, 10, 11, 13, 14, 16, 17, 18, 20, 22, 23, 24, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 42], "To": [0, 1, 2, 5, 6, 7, 8, 14, 15, 16, 17, 18, 19, 20, 23, 24, 26, 27, 28, 29, 30, 31, 32, 34, 38], "With": [0, 1, 6, 7, 9, 10, 13, 16, 17, 21, 25, 28, 29, 30, 34], "_": [2, 13, 17, 24, 32, 33], "_0": [7, 31], "_1": [2, 31], "_2": [2, 15, 30], "_____________": 6, "__enter__": 10, "__exit__": 2, "__expired_attributes__": [6, 16, 28], "__format__": [0, 15], "__former_attrs__": [6, 16, 28], "__future__": [31, 32, 33], "__getattr__": [6, 16, 28, 31, 32, 33], "__init__": [0, 1, 6, 7, 16, 22, 24, 28, 31, 32, 33, 37, 38, 42], "__main__": 26, "__name__": [31, 32, 33], "__repr__": 0, "__str__": 0, "__version__": 37, "_a": 15, "_check_func": [2, 13, 31], "_core": 13, "_datasourc": 13, "_fig": 2, "_file_open": 13, "_flapack": 5, "_frame": 2, "_fsolv": 12, "_function_base_impl": 2, "_generatorcontextmanag": [2, 10], "_init_draw": 2, "_is_sav": 2, "_lam": 31, "_lambda": [31, 34], "_linalg": 27, "_make_jvp": [31, 32, 33], "_make_vjp": [31, 32, 33], "_minpack_pi": [2, 13, 31], "_modified_open": 13, "_msg": 2, "_npyio_impl": 13, "_odeint": 12, "_odepack": 2, "_odepack_pi": 2, "_polynomial_impl": 13, "_raise_linalgerror_singular": 27, "_read": 13, "_root_hybr": [2, 13, 31], "_setattr_cm": 2, "_t": 31, "_umath_linalg": 27, "_unknown_vari": 40, "_wrapped_func": [2, 13, 31], "_xr": 31, "_yr": 31, "a0": [12, 13, 16, 20, 24, 31], "a1": [3, 13, 27], "a10": 13, "a11": 13, "a12": 13, "a13": 13, "a2": [3, 13], "a20": 13, "a21": 13, "a22": 13, "a23": 13, "a3": 13, "a60": 6, "a_": [13, 29, 30], "a_0": [29, 32], "a_1": [29, 32], "a_2": [29, 32], "a_b": 13, "a_i": [13, 28], "a_ib_i": 5, "a_j": 13, "a_mu": 11, "a_n": 32, "a_p": 13, "a_sigma": 11, "aa": [1, 21], "ab": [2, 5, 11, 13, 18, 19, 20, 22, 23, 25, 27, 30, 31, 34], "abel": 8, "aberichard": 2, "abil": [1, 22, 23, 28], "abl": [2, 6, 10, 12, 13, 15, 22, 33, 34, 36], "about": [0, 2, 3, 6, 7, 11, 13, 14, 16, 18, 19, 20, 22, 25, 27, 28, 29, 30, 31, 32, 33, 34, 36, 39, 43], "abov": [0, 1, 2, 3, 5, 6, 8, 11, 12, 13, 15, 16, 17, 20, 21, 24, 25, 27, 28, 29, 31, 32, 34], "abracadabra": 10, "abserr": 13, "absolut": [5, 6, 11, 12, 13, 21, 24, 30, 31], "absolute_import": [31, 32, 33], "abstractmoviewrit": 2, "acc": 13, "access": [0, 13, 14, 15, 17, 31, 32], "accommod": [26, 32], "accompani": 40, "accomplish": [10, 19], "accord": [5, 6, 16], "accordingli": [15, 25], "account": [1, 11, 13, 24, 30, 40], "accumul": [16, 17, 24], "accur": [2, 3, 6, 7, 13, 16, 17, 20, 22, 25, 38], "accuraci": [2, 3, 6, 8, 13, 15, 17, 22, 23, 25], "aceton": 13, "acetone_": 13, "achiev": [0, 2, 3, 6, 13, 16, 17, 18, 25, 28, 34], "acm": 6, "acr": [8, 26], "across": [0, 13], "act": [6, 15], "acta": 6, "action": 20, "activ": [13, 32, 34], "actual": [0, 1, 2, 3, 5, 6, 10, 11, 13, 15, 22, 23, 34, 38], "ad": [5, 11, 27, 30], "adam": [32, 33], "adap": [2, 13], "adapt": [2, 6, 7, 8, 11, 13, 16, 17, 20, 21, 22, 25, 29, 31, 32, 36], "add": [0, 2, 5, 6, 7, 9, 10, 12, 13, 14, 15, 22, 27, 28, 30, 32, 34], "add_subplot": [1, 2, 8, 9, 13], "addendum": 0, "addit": [0, 1, 6, 8, 10, 12, 13, 20, 30, 34, 35], "addition": 18, "address": [3, 13, 17], "adjac": 11, "adjust": [1, 2, 9, 34], "admit": 0, "admittedli": [5, 32], "advanc": [2, 5, 8, 10, 16, 17, 20, 27, 31, 32], "advantag": [2, 6, 7, 13, 17, 26, 28, 31], "advis": 16, "aeq": 13, "aero": 9, "aerospac": 9, "affect": [11, 13, 15, 17, 25, 30, 32], "african": 9, "after": [0, 2, 8, 10, 11, 12, 13, 15, 16, 17, 19, 24, 26, 28, 30, 31, 32, 34], "afterward": [9, 10], "ag": 43, "again": [2, 8, 10, 11, 12, 18, 19, 20, 22, 23, 24, 26, 28, 30, 32], "against": [5, 11, 19], "ago": [4, 31], "agre": [2, 13, 16, 23], "agreement": [2, 13, 17], "ahead": 6, "aim": [13, 19, 25], "ainv": 27, "air": [9, 13], "al": 13, "al_": 13, "alabama": 9, "alert": 10, "algebra": [0, 6, 11, 14, 17, 21, 22, 23, 24, 29, 30, 39, 43], "algorithm": [2, 13, 16, 17, 20, 22, 25, 26, 28, 30, 32, 36], "alia": [0, 2, 5, 6, 28], "alias": [6, 28], "alic": 9, "aliceblu": 9, "align": [0, 5, 7, 21], "alist": 14, "alizarin": 9, "all": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "all_anim": 2, "all_answ": 21, "all_coeff": 6, "allax": 9, "allclos": [22, 27, 29, 31, 34], "alloi": [9, 13], "allow": [0, 2, 5, 6, 9, 13, 15, 16, 17, 26, 27, 28, 29, 31, 32, 33, 34, 40], "almond": 9, "almost": [0, 8, 9, 13, 14, 23, 30, 32], "along": [2, 13, 14, 31, 36], "alot": 6, "alpha": [1, 2, 6, 9, 11, 12, 13, 22, 24, 30, 32, 33, 34, 40], "alpha0": 12, "alreadi": [0, 6, 7, 16, 20, 36], "also": [0, 1, 2, 3, 5, 6, 9, 10, 11, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41, 43], "altern": [0, 1, 5, 6, 9, 10, 11, 12, 13, 15, 16, 18, 19, 21, 22, 23, 25, 28, 30, 34, 41], "although": [0, 2, 6, 12, 13, 16, 29, 30, 31, 32, 34], "alwai": [0, 2, 3, 6, 10, 13, 14, 15, 16, 17, 21, 22, 23, 24, 25, 26, 27, 28, 29, 33, 34], "am": [6, 11, 12, 31, 38], "amaranth": 9, "amaz": 11, "amazon": 9, "amber": 9, "ambient": 11, "ambientt": 11, "american": 9, "amethyst": 9, "ami": 15, "amin": 1, "among": 34, "amount": [7, 8, 11, 26, 30, 36], "an": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 25, 27, 28, 29, 32, 33, 36, 38, 40, 41], "anaconda": 24, "anal": 13, "anali": 6, "analog": [0, 21], "analysi": [0, 3, 5, 10, 13, 16, 23, 24, 25, 26, 27, 28, 29, 30, 32, 34, 39, 43], "analyt": [2, 7, 8, 11, 13, 14, 16, 17, 19, 20, 23, 25, 30, 31, 32, 33], "analyz": [0, 16], "android": 9, "angl": [2, 9], "anglea": 9, "angleb": 9, "angular": 2, "ani": [0, 1, 2, 4, 5, 6, 7, 10, 11, 13, 14, 15, 18, 19, 20, 22, 24, 27, 28, 30, 31, 32, 34, 41], "anim": [2, 16], "anonym": [0, 2], "anoth": [0, 6, 7, 9, 10, 12, 13, 15, 16, 18, 19, 20, 21, 22, 25, 27, 30, 31, 38], "anp": [31, 32, 33], "answer": [0, 1, 2, 3, 6, 7, 8, 10, 11, 12, 13, 16, 20, 23, 24, 26, 28, 31, 38], "anti": 9, "anticip": [22, 31, 32, 34], "antiqu": 9, "antiquewhit": 9, "antoin": [0, 13], "antoine_data": [10, 13], "antoine_databas": 10, "anymor": 34, "anyon": 40, "anyth": [0, 9, 13, 14, 15, 18, 24, 26, 28, 29, 32, 34], "ao": [7, 9], "ap": [11, 24], "apart": 6, "api": 30, "appar": [11, 12, 22], "appeal": 13, "appear": [1, 2, 6, 11, 12, 13, 19, 32], "append": 2, "append_imag": 2, "appendix": 13, "appl": [9, 15], "apples_remain": 15, "appli": [7, 10, 11, 13, 21, 22, 23, 25, 30], "applic": [2, 6, 11, 13, 21, 27, 33, 39, 43], "approach": [0, 1, 3, 6, 7, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 28, 29, 30, 31, 32, 34, 41, 43], "appropri": [2, 6, 8, 13, 14, 16, 19, 24, 26, 30], "approx": [2, 6, 22, 24, 28, 34], "approx_v": 16, "approxim": [0, 2, 3, 7, 8, 11, 13, 15, 16, 17, 18, 20, 22, 25, 28, 31, 32, 34], "apricot": 9, "aqua": 9, "aquamarin": 9, "ar": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 42, 43], "arang": [1, 6, 27, 33], "arb": 13, "arbitrari": [0, 10, 11, 13, 40], "arbitrarili": 10, "architectur": [10, 37], "archiv": [2, 6], "area": [6, 9, 16, 26, 43], "area1": 13, "area2": 13, "area_sid": 26, "area_top": 26, "aren": 32, "arg": [0, 1, 2, 10, 11, 12, 13, 17, 20, 23, 24, 26, 30, 31, 32, 33, 40], "argmax": 9, "argmin": [23, 24], "argnam": [2, 13, 31], "argsort": 29, "argu": [11, 23], "argument": [0, 2, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 19, 20, 23, 24, 25, 26, 31, 32, 40], "ari": 13, "arial": 9, "aris": [16, 27], "arizona": 2, "armi": 9, "around": [0, 2, 4, 13, 14, 16, 17, 18, 20, 23, 24, 26], "arr": [13, 17], "arrai": [1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 38, 40], "arrang": 10, "array_lik": 40, "arriv": [2, 17, 24], "arrow": [9, 18], "arrowprop": 9, "arrowstyl": 9, "arsen": 9, "art": [13, 32], "artefact": 6, "artform": 9, "artifact": [5, 6], "arylid": 9, "asanyarrai": [2, 13, 31, 32, 33], "asarrai": 6, "ash": 9, "ask": [6, 11, 13, 17, 24, 26], "asparagu": 9, "aspect": 26, "aspx": 11, "assess": [11, 19, 20, 26], "assign": [13, 15, 17, 20, 26], "associ": [7, 25, 30], "assum": [1, 2, 3, 6, 11, 12, 13, 14, 16, 19, 21, 22, 24, 28, 30, 31, 34, 36], "assumpt": [13, 28, 34], "astyp": [27, 28], "asym_peak": 13, "asymmetr": [13, 25], "asymptot": [24, 25], "atleast_1d": [2, 13, 31], "atm": 13, "atol": [2, 12, 17, 22], "atom": 9, "atomic_mass": 13, "attent": 15, "attr": [6, 16, 28, 31, 32, 33], "attribut": [0, 6, 11, 13, 16, 17, 19, 27, 28, 31, 32, 33], "attributeerror": [6, 16, 28, 31, 32, 33], "au": 9, "auburn": 9, "augment": [14, 27, 31, 43], "aureolin": 9, "aurometalsauru": 9, "author": 11, "auto": [9, 31], "autograd": [32, 33, 39], "autom": [31, 32, 34], "automat": [0, 7, 10, 11, 13, 14, 20, 25, 32, 34, 43], "avail": [0, 4, 8, 9, 11, 13, 14, 17, 23, 26, 29], "averag": [8, 13, 17, 24, 25, 26, 30, 34], "avg_x": [11, 24], "avocado": 9, "avogadro": 0, "avoid": [2, 6, 10, 12, 13, 23, 28, 30, 32, 33, 34, 43], "awai": [6, 7, 13, 17, 24, 31, 34], "await": [8, 26], "awar": 29, "awiggl": 27, "ax": [1, 2, 5, 8, 9, 13, 27], "ax1": [9, 11], "ax2": [9, 11], "ax3": 11, "axhlin": 20, "axi": [2, 8, 14, 19, 20, 21, 22, 30, 31, 32, 33], "axvlin": [20, 24, 25, 26, 30], "az714": [10, 37], "azim": 2, "azur": [9, 10, 37], "b": [0, 1, 2, 5, 6, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 40, 42], "b0": [1, 13, 24, 30, 31, 32], "b00": 32, "b01": 32, "b02": 32, "b1": [1, 30, 32], "b2": [1, 30], "b3": [1, 30], "b4": [1, 30], "b_": 13, "b_0": [24, 31], "b_i": 28, "b_mu": 11, "b_sigma": 11, "ba": 18, "babi": 9, "back": [0, 4, 10, 12, 15, 16, 17, 20, 22, 29, 30, 31, 32], "background": 10, "backslash": 24, "backward": [2, 6, 13], "bad": [2, 6, 7, 12, 13, 22, 30, 32, 34], "baker": 9, "balanc": [2, 11, 16, 18, 23, 27, 28, 30], "ball": 9, "banana": 9, "band": [2, 5, 12, 13, 31], "bar": 9, "barbi": 9, "bare": 13, "barn": 9, "barrier": 2, "base": [1, 2, 5, 6, 10, 11, 14, 22, 28, 29, 30, 32, 34, 40], "base10": 0, "baselin": 13, "basi": [5, 6, 13, 16, 32], "basic": [1, 5, 6, 13, 15, 17, 20, 23, 30, 31, 39, 43], "batch": [2, 6], "battleship": 9, "bayesian": 40, "bayesian_information_criterion": 40, "bazaar": 9, "bbox_to_anchor": [2, 19], "bc": [22, 28], "be052320": 12, "bean": 9, "beau": 9, "beauti": [9, 16, 23], "beaver": 9, "becaus": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34], "becom": [0, 6, 13, 19, 23, 30, 32, 33], "been": [2, 4, 5, 6, 9, 11, 13, 15, 16, 19, 24, 28, 31, 32, 43], "befor": [0, 2, 3, 9, 10, 12, 13, 14, 16, 17, 18, 20, 22, 26, 30, 31, 32, 33, 34], "begin": [0, 2, 5, 6, 7, 13, 15, 17, 19, 21, 22, 25, 28, 29, 30], "beginn": [1, 7, 24, 37, 39, 42, 43], "behav": [2, 3, 7, 16, 20, 28], "behavior": [2, 5, 6, 13, 15, 18, 19, 28, 30, 32, 33, 34, 38], "behind": [2, 17, 20, 29, 34], "beig": 9, "being": [6, 13, 21, 25, 30], "believ": [5, 25], "bell": 9, "below": [1, 6, 7, 11, 13, 15, 16, 17, 24, 28, 43], "below_end": 16, "benchmark": 6, "benefit": [11, 16, 17, 25, 30, 34], "benzen": [0, 13], "beq": 13, "besid": 6, "bessel": [7, 14], "besselfunct": 7, "besselj": 2, "best": [0, 1, 2, 3, 6, 7, 8, 9, 11, 13, 15, 17, 24, 28, 30, 31, 34], "bet": 11, "beta": [1, 2, 11, 22, 30], "better": [0, 2, 4, 6, 8, 11, 13, 14, 16, 20, 23, 25, 26, 28, 30, 31, 33], "between": [0, 1, 2, 3, 5, 10, 11, 13, 16, 19, 20, 22, 24, 25, 30, 31, 33, 34], "bexit": 18, "beyond": [32, 34], "bf": [5, 13], "bi": 7, "bia": [32, 33], "bias": [32, 33], "bic": 40, "big": [1, 2, 9, 10, 28], "bigg": 2, "biggest": 31, "bill": 9, "bin": [10, 11, 24], "bint": 40, "biochem": 13, "biomedicalcomputationreview": 6, "biot": 7, "birch": 1, "bisect": 2, "bisqu": 9, "bistr": 9, "bit": [5, 6, 13, 31], "bitrat": 2, "bitter": 9, "bittersweet": 9, "black": [9, 31], "blanch": 9, "blanchedalmond": 9, "blast": 9, "bleu": 9, "blindli": 3, "blist": 14, "blit": 2, "blizzard": 9, "block": [2, 10, 12, 14, 15, 32], "blog": [6, 10, 39], "blond": 9, "blossom": 9, "blue": [0, 3, 13, 16], "blueberri": 9, "bluebonnet": 9, "blueviolet": 9, "blush": 9, "bni": 13, "bo": [1, 2, 3, 8, 13, 16, 17, 19, 24, 25, 29, 30, 33, 34], "bob": 15, "bod": 25, "bodi": [15, 16, 26], "boi": 9, "bold": [9, 15], "bole": 9, "bond": 9, "bondi": 9, "bone": 9, "book": [0, 4, 10, 16, 31, 37, 39], "bool": 2, "boolean": 0, "boom": [10, 18], "boston": 9, "both": [2, 3, 6, 7, 9, 11, 12, 13, 14, 17, 18, 21, 22, 24, 26, 28, 29, 30, 31, 38], "bottl": 9, "bottom": [13, 26, 29], "bounc": 20, "bound": [1, 3, 13, 16, 40], "boundari": [13, 21, 27, 43], "bounds_error": [3, 29], "box": [0, 19, 31], "boysenberri": 9, "bp": [1, 13, 24, 31], "br": [5, 28], "br2": [5, 28], "bracket": [0, 2, 13, 15, 19, 21, 26], "brainless": 6, "branch": 10, "brandei": 9, "brang": 1, "brass": 9, "break": [2, 5, 10, 13, 15, 17, 19, 20, 23, 32, 33], "brick": 9, "bridg": 9, "brief": [9, 17], "briefli": [28, 34], "bright": 9, "brilliant": 9, "brink": 9, "british": 9, "broad": [11, 14, 26, 31], "broadcast": [5, 27, 34], "broken": 13, "bromin": [5, 28], "bronz": 9, "brown": [0, 9], "browser": [14, 15], "brunswick": 9, "bubbl": 9, "bubpnt": 13, "bud": 9, "buff": 9, "bug": [36, 43], "bui": 43, "build": [4, 6, 14, 24, 29, 32, 33, 34, 37, 43], "built": [5, 34], "builtin": [2, 6, 10, 13, 28, 31, 32, 33], "bulgarian": 9, "bulk": [13, 24], "bullet": 15, "bunch": 11, "burden": 7, "burgundi": 9, "buri": 6, "burlywood": 9, "burnt": 9, "bushel": [8, 26], "bust": 18, "buten": 13, "butlast": 38, "button": 15, "bvp": [28, 39], "bx1": 13, "bx2": 13, "by1": 13, "by2": 13, "bypass": 7, "byte": [13, 16], "byzantin": 9, "byzantium": 9, "bz2": 13, "c": [0, 1, 2, 5, 6, 7, 9, 10, 11, 13, 14, 15, 17, 18, 22, 24, 26, 27, 28, 29, 34], "c0": [1, 2, 13], "c0t": 2, "c1": [1, 6, 8, 22, 26], "c124389": 13, "c1333740": 13, "c1a": 22, "c1b": 22, "c1prime": 22, "c2": [1, 8, 22, 26], "c2a": 22, "c2b": 22, "c2h2": 13, "c2h4": 13, "c2h6": 13, "c2prime": 22, "c3": [8, 26], "c4": [8, 26], "c5": [8, 26], "c630080": 13, "c7732185": 13, "c_": [2, 7, 12, 13, 16, 23, 28], "c_0": 2, "c_1": 2, "c_2": 2, "c_2h_6": 13, "c_3": 2, "c_4": 2, "c_a": [1, 2, 7, 12, 13, 16, 18, 28], "c_b": [13, 18], "c_c": [13, 28], "c_d": [13, 28], "c_feed": 28, "c_i": 2, "c_xt": 2, "ca": [1, 2, 7, 11, 12, 13, 16, 20, 22, 30], "ca0": [1, 2, 6, 12, 13, 16], "ca_data": [1, 6], "ca_func": 2, "ca_guess": 13, "ca_sol": 13, "ca_solv": 11, "cadet": 9, "cadetblu": 9, "cadmium": 9, "cafit": 30, "caf\u00e9": 9, "cal": 9, "calcul": [0, 1, 6, 7, 11, 19, 27, 30, 34], "calculu": [7, 17], "calibr": 13, "call": [0, 1, 2, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 42], "callabl": [0, 6, 13, 40], "callback": 2, "cambridg": 9, "came": [13, 36], "camel": 9, "cameo": 9, "camouflag": 9, "can": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 41, 42, 43], "canari": 9, "cancel": 13, "candi": 9, "cannot": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 22, 23, 26, 27, 30, 32], "canon": 7, "canva": 2, "cao": [7, 20], "capabl": [6, 8, 20], "capac": 13, "capit": [0, 10], "capri": 9, "captur": 13, "caput": 9, "carbon": [13, 16], "cardin": 9, "care": [11, 12, 15, 25, 27, 29, 34], "carefulli": 13, "caribbean": 9, "carlo": [11, 24], "carmin": 9, "carnat": 9, "carnegi": 36, "carnelian": 9, "carolina": 9, "carrot": 9, "cartesian": 2, "case": [0, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34], "casol": 1, "cast": [0, 8, 10, 17, 21, 26, 31, 32, 33], "castleton": 9, "cat": 0, "catalina": 9, "catalyst": [12, 22], "catawba": 9, "catch": 5, "categori": 4, "caught": [10, 42], "caus": [2, 3, 6, 24, 30], "cautiou": 6, "caveat": [30, 38], "cb": [13, 22], "cbook": [2, 13], "cc": [2, 5, 13], "ccc": 28, "cccc": 5, "ccccc": [2, 28, 29], "ccl2f2": 13, "ccl3f": 13, "ccl4": 13, "cd": 10, "cdf": 11, "cdot": [5, 28, 30, 31, 32, 34], "cedar": 9, "ceil": 9, "celadon": 9, "celest": 9, "celesti": 9, "cell": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 22, 24, 26, 27, 28, 31, 32, 33, 36, 37, 38, 42], "celsiu": 13, "center": [2, 6, 19], "centerpiec": 31, "central": 6, "ceris": 9, "certain": [2, 7, 10, 24, 27, 30], "certainli": [2, 9, 10, 13, 30], "cerulean": 9, "cfm": 6, "cg": 9, "cgi": 13, "cguess": 7, "ch": [2, 9, 13, 17, 31], "ch4": 13, "chain": [6, 31], "challeng": [6, 7, 23, 34], "chamoise": 9, "champagn": 9, "chanc": 11, "chang": [0, 2, 3, 4, 6, 7, 8, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 26, 28, 29, 30, 31, 38], "chapter": [4, 5, 17, 25, 31, 34, 36], "char": [31, 32, 33], "charact": 10, "character": [8, 34], "characterist": [10, 12, 29], "chararrai": [16, 31, 32, 33], "charcoal": 9, "charleston": 9, "charm": 9, "chartreus": 9, "chdir": 10, "cheaper": 26, "check": [0, 2, 5, 10, 12, 13, 17, 18, 19, 20, 21, 22, 23, 24, 27, 28, 29, 31, 33, 34], "checker": [2, 13, 31], "checkpoint": [31, 32, 33], "cheetah": 0, "chem": 13, "cheme": [4, 13, 14, 40], "chemic": [1, 7, 15, 22, 28, 30, 36], "cherri": 9, "chest": 9, "chestnut": 9, "chiffon": 9, "china": 9, "chines": 9, "chloroform": 13, "chocol": 9, "choic": [2, 5, 17, 21, 23, 26, 30, 32, 34], "choos": [1, 5, 7, 11, 13, 17, 25, 30, 34], "chose": [7, 32], "chosen": [6, 26, 34], "chromatograph": 13, "chrome": 9, "chronologi": 4, "ci": [1, 11, 13, 24, 30], "ci95": 11, "ciner": 9, "cinnabar": 9, "cinnamon": 9, "circ": 13, "circ_": 13, "circl": [8, 9, 16, 22], "circuit": 8, "circular": 13, "circumst": 13, "citat": 6, "citrin": 9, "citron": 9, "claim": [30, 31, 32], "claret": 9, "class": [0, 10, 11, 14, 15, 21, 22, 25, 29, 30, 32, 34], "classic": [9, 10, 16, 18, 32, 33], "classifi": 2, "claus": 42, "clean": 4, "cleaner": 10, "clear": [2, 6, 15, 17, 25, 31], "clearli": [2, 3, 5, 6, 13, 15, 34], "cleve": 6, "clf": [2, 6, 7, 11, 13], "click": [14, 15, 36], "close": [0, 2, 5, 6, 7, 8, 11, 13, 16, 17, 19, 20, 22, 27, 30, 31, 32, 33, 34], "closer": [6, 20, 25], "closest": [31, 33], "clunki": [13, 28], "cm": [9, 13, 16, 26], "cmap": 2, "cmd": [10, 15], "cmpd": 13, "cmu": [4, 13, 14, 40, 43], "cname": 9, "cnr": 12, "co": [0, 2, 6, 8, 9, 14, 21, 23, 27, 31, 32, 34], "co2": 13, "co_2": 13, "coars": 22, "cobalt": 9, "cocoa": 9, "coconut": 9, "code": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 12, 13, 14, 16, 17, 19, 20, 24, 26, 28, 29, 30, 32, 33, 40, 41, 42], "codec": 2, "codifi": 26, "coeffic": 13, "coeffici": [0, 5, 6, 11, 13, 16, 21, 22, 28, 29, 30, 40], "coefficient_of_determin": [1, 30], "coffe": 9, "col_deriv": [2, 12, 13, 31], "collect": [4, 10], "colon": 15, "color": [0, 2, 10, 20, 22, 25, 26, 30, 34], "colorbar": [13, 21, 26], "colornam": 9, "colour": 9, "columbia": 9, "column": [1, 2, 5, 11, 13, 18, 22, 27, 29, 30, 32, 40], "column_stack": [0, 1, 5, 30, 40], "columnar": 30, "com": [4, 5, 6, 7, 8, 11, 16, 20, 21, 23, 24, 25, 32, 40, 41, 42, 43], "combin": [0, 5, 10, 13, 22, 27, 28, 32], "come": [0, 2, 6, 10, 13, 17, 27, 34], "comfort": [15, 38], "comma": [0, 1, 13, 15, 20], "command": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 17, 21, 24, 41], "comment": [13, 15], "common": [0, 6, 13, 15, 19, 23, 28, 29, 30, 31, 33, 34], "commonli": [0, 6, 15, 27], "compact": [0, 5, 10, 13], "compactli": 32, "companion": 29, "compar": [0, 2, 5, 6, 9, 11, 12, 18, 19, 25, 28, 31, 32, 33, 34], "comparison": [1, 5, 6, 13, 17, 27, 31, 40, 43], "compd": 13, "compil": [2, 16], "complementari": 10, "complet": [0, 2, 6, 13, 15, 20, 23, 24], "complex": [0, 5, 10, 11, 21, 23, 29, 30, 32, 34, 38], "complexwarn": 21, "complic": [6, 11, 13, 24, 25], "compon": [2, 13], "compos": 0, "composit": 32, "compound": [13, 23], "comprehens": [6, 10, 20, 23, 31], "compress": 24, "compressor": 13, "compromis": 34, "comput": [0, 1, 2, 4, 6, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 27, 28, 29, 30, 32, 33, 34, 36, 38, 40], "computation": [2, 7, 20, 32], "con": [8, 23], "concaten": [2, 28, 30], "concav": 16, "concentr": [1, 2, 6, 7, 12, 16, 18, 20, 23, 28, 30, 31], "concept": [5, 15, 17, 23, 30, 34, 38], "concern": [17, 32], "conclud": [5, 11, 19, 29, 43], "conclus": 13, "concret": 17, "cond": [27, 28], "condit": [2, 6, 7, 8, 10, 12, 13, 17, 18, 19, 21, 22, 23, 26, 27, 28, 31, 34, 40], "confid": [13, 40], "confidence_intervals_in_multiple_linear_regress": 40, "configur": 13, "confirm": [5, 12, 17, 21, 27, 30, 31], "confus": [0, 5, 13, 15, 19], "congo": 9, "congratul": 35, "connect": [2, 9, 13, 16], "connectionstyl": 9, "consequ": 4, "conserv": 17, "consid": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "consider": [2, 6, 21, 32], "consist": [5, 9, 13, 15, 19, 22, 23, 30], "constant": [11, 14, 16, 19, 20, 21, 22, 23, 27, 28, 30, 31, 32, 33, 34], "constrain": [39, 43], "constraint": 31, "constraint1": 13, "constraint2": 13, "constraint3": 13, "construct": [0, 2, 5, 6, 13, 22, 28, 29, 30, 31, 34], "constructor": 10, "consum": [13, 16, 19, 43], "consumpt": 6, "contact": 16, "contain": [0, 1, 2, 5, 7, 10, 11, 13, 14, 15, 16, 17, 18, 26, 30, 40], "content": [3, 4, 11, 12, 13, 15, 43], "context": [2, 10, 31, 42], "contextlib": [2, 10], "contextmanag": 10, "contin": 24, "continu": [4, 6, 13, 14, 15, 19, 21, 24, 29, 32, 35, 43], "contour": [13, 21, 26], "contourf": [1, 21, 26], "contrast": [20, 32, 34], "contribut": 34, "control": [6, 15, 17, 23, 30], "conveni": [0, 1, 6, 11, 13, 16, 20, 21, 24, 26, 27, 28, 29, 30, 31, 32, 34, 42], "convent": [5, 14, 28, 29, 32, 34], "convention": 15, "converg": [0, 13, 16, 17, 19, 20, 22, 23, 24, 28, 32], "convers": [3, 12, 16, 19, 20, 23], "convert": [2, 4, 5, 10, 12, 13, 15, 18, 19, 22, 23, 25, 28, 29, 31], "cookbook": 34, "cool": [9, 13], "coondin": 9, "coord": 2, "coordin": [13, 40], "copi": [2, 9, 10, 12, 19, 27], "copper": 9, "copyright": 40, "coquelicot": 9, "coral": 9, "cordovan": 9, "core": [13, 25, 31, 32, 33], "corn": [8, 9, 26], "cornel": 9, "corner": 36, "cornflow": 9, "cornflowerblu": 9, "cornsilk": 9, "correct": [1, 13, 17, 22, 25, 29, 30], "correctli": [2, 13, 15, 17, 23, 38], "correl": [6, 11, 13, 30, 34], "correspond": [0, 2, 6, 11, 12, 13, 17, 22, 23, 24, 28, 29, 30, 32, 33, 34], "cosmic": 9, "cost": [6, 8, 23, 26, 32], "cost_sid": 26, "cost_tb": 26, "cost_top": 26, "cotta": 9, "cotton": 9, "could": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 13, 15, 16, 19, 25, 26, 27, 28, 30, 31, 32, 34, 36], "count": [2, 5, 9, 11, 13, 18, 19], "count_given": 15, "counter": 10, "countless": 10, "coupl": [2, 5, 12, 13, 17, 18, 21, 28], "cours": [0, 2, 7, 8, 9, 11, 13, 14, 16, 17, 26, 29, 30, 32, 36, 41, 43], "cov": [25, 30], "covari": [1, 25, 30, 34], "cover": [0, 11, 16, 19, 24, 30, 36], "cp": 13, "cracker": 13, "cramer": 7, "crash": 13, "crayola": 9, "crazi": 31, "crc": [13, 16], "cream": 9, "creat": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 25, 26, 28, 29, 32, 38], "crimson": 9, "criteria": [2, 8, 10, 20], "criterion": 40, "critic": [6, 32, 38], "crop": [8, 26], "cross": [0, 7, 13, 15, 16], "cross_sect": 16, "crucial": 32, "crude": [6, 23], "cryptic": 3, "crystallographica": 6, "cs_in": 2, "css": 9, "cstr": 11, "ct": 26, "cubic": [2, 3, 6, 7, 29, 34], "cumtrapz": 16, "cumul": [11, 16], "cumv": 16, "curli": [0, 15, 26], "current": [1, 3, 4, 8, 13, 22, 41, 43], "curri": 9, "cursor": 15, "curv": [3, 6, 16, 18, 19, 21, 24, 31], "curvatur": [3, 16, 24], "curve_fit": [1, 6, 13, 25, 32, 40], "cut": [9, 38], "cutlip": 13, "cvxopt": 8, "cwd": 10, "cx": [16, 23], "cx0": 23, "cx_wspecial": 16, "cyan": 9, "cyber": 9, "cycl": [2, 18, 19, 22], "cycler": 9, "cylindr": 26, "d": [0, 2, 5, 7, 10, 11, 12, 13, 16, 17, 18, 19, 22, 24, 26, 27, 28, 31, 32, 33, 42], "d0": [13, 20], "d1": 13, "d_e": 13, "d_w": [5, 28], "dadk1": 31, "dadk_1": 31, "dae": 2, "daffodil": 9, "dai": [2, 5, 11, 14, 25], "damp": [13, 30], "dandelion": 9, "dark": 9, "darkblu": 9, "darkcyan": 9, "darkgoldenrod": 9, "darkgrai": 9, "darkgreen": 9, "darkgrei": 9, "darkkhaki": 9, "darkmagenta": 9, "darkolivegreen": 9, "darkorang": 9, "darkorchid": 9, "darkr": 9, "darksalmon": 9, "darkseagreen": 9, "darkslateblu": 9, "darkslategrai": 9, "darkslategrei": 9, "darkturquois": 9, "darkviolet": 9, "darnold": 2, "dartmouth": 9, "dash": [9, 16], "dat": [10, 13], "data": [2, 7, 9, 10, 13, 15, 17, 18, 25, 26, 30, 31, 32, 34, 39, 40, 43], "datafil": 13, "datafram": [40, 43], "dataset": [33, 34, 40], "datasourc": 13, "datasr": 10, "datastr": 10, "date": 4, "davi": 9, "david": 34, "dazzl": 9, "dblquad": 6, "dc1dx": 22, "dc2dx": 22, "dc_0": 2, "dc_1": 2, "dc_2": 2, "dc_4": 2, "dc_a": [1, 2], "dca": [2, 12, 13], "dcadr": 13, "dcadt": [2, 12, 13], "dcbdt": 13, "dcdt": [6, 13], "dcdt_fit": 6, "dcdt_numer": 6, "dcdt_re": 6, "dd": 26, "dde": 2, "ddof": 11, "ddot": [2, 29], "de": [9, 13, 24, 31], "dead": [13, 33], "deal": [16, 28], "debian": 9, "debug": [5, 10, 17], "decad": [14, 43], "decai": [13, 34], "decid": [2, 3, 15, 17, 20, 23, 26, 33], "decim": [0, 6, 13, 15, 23], "decimalsf": 15, "decis": [13, 22, 29], "decod": 13, "deconvolut": 13, "decor": [10, 13, 31, 40], "decreas": [2, 11, 17, 18, 30, 34], "dedic": [23, 26, 28], "dedv": [24, 31], "deep": [9, 32, 33, 34], "deepli": 14, "deeppink": 9, "deepskyblu": 9, "deer": 9, "def": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 38], "default": [0, 2, 3, 5, 7, 9, 10, 11, 13, 15, 17, 20, 21, 23, 26, 27, 29, 31], "defici": [11, 27], "defin": [1, 2, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "definit": [2, 5, 6, 7, 11, 12, 13, 17, 21, 23, 24, 27, 29, 30, 31, 32, 34], "defvjp": [31, 32, 33], "defvjp_argnum": [31, 32, 33], "deg": 40, "degc": [11, 12, 13], "degener": 29, "degf": 12, "degre": [1, 11, 13, 24, 30, 32, 34, 40], "del": 10, "delimit": 13, "deliveri": 13, "delta": [2, 6, 22, 28, 40], "delta_rg": 13, "deltag": 13, "deltah": 13, "deltal": 13, "deltap": [2, 13], "deltapdeltax": 22, "deltapx": 28, "deltax": 2, "demonstr": [2, 5, 6, 8, 13, 30], "denim": 9, "denot": [10, 27], "dens": 34, "dense_output": [19, 22, 40], "densiti": [1, 11, 13, 25, 34], "depart": 10, "depend": [0, 1, 2, 6, 7, 8, 10, 12, 15, 16, 17, 18, 20, 23, 24, 25, 26, 30, 31, 33, 34, 40], "deprec": [0, 2, 3, 5, 6, 9, 13, 14, 16, 20, 21, 22, 23, 24, 28], "deprecationwarn": [0, 2, 3, 5, 6, 9, 13, 14, 16, 20, 21, 22, 23, 24], "deproj": 2, "depth": [10, 30], "der": [2, 6, 21, 31], "deriv": [2, 7, 12, 13, 16, 17, 18, 19, 21, 22, 24, 25, 26, 28, 29, 30, 32, 33, 34, 40], "desc": 24, "descent": 32, "describ": [0, 2, 3, 6, 7, 11, 13, 16, 17, 18, 19, 22, 23, 24, 25, 26, 30, 31, 32, 43], "descript": [5, 40], "desert": 9, "design": [5, 12, 25, 28, 32, 36], "desir": [2, 6, 9, 12, 13, 17, 22, 24, 27, 31, 34], "desktop": 41, "despit": 16, "destpath": 13, "destroi": 13, "det": [5, 27, 28, 29, 30, 32], "detail": [0, 2, 5, 6, 9, 15, 24, 26, 28, 32, 33, 36, 40], "detect": [2, 13, 17, 29], "determin": [1, 2, 6, 7, 11, 13, 16, 17, 22, 23, 28, 29, 30, 32, 33, 34, 40], "detl": 5, "detp": 5, "detu": 5, "dev": [11, 21], "devdoc": [6, 28], "develop": [6, 8, 27, 29, 34, 36], "deviat": [11, 13, 24, 30], "df": [0, 2, 7, 11, 18, 31], "df1dx": 31, "df1dy": 31, "dfa": [7, 20], "dfdl": 31, "dfdlam": 31, "dfdpr": 31, "dfdt": 2, "dfdv": [23, 31], "dfdw": [12, 13], "dfdx": [23, 31], "dfdx_a": 6, "dfdx_cd": 6, "dfdx_fd": 6, "dfdx_i": 6, "dfdy": [23, 31], "dfdz": 31, "dfox": 18, "dfoxesdt": 18, "dfun": [2, 12], "dfunc": 8, "dh_co": 13, "dh_co2": 13, "dh_h2": 13, "dh_h2o": 13, "diag": [1, 2, 5, 11, 12, 13, 24, 27, 28, 29, 30, 31, 34], "diagnos": 32, "diagon": [2, 5, 25, 27, 28, 29, 34], "diamet": 26, "diamond": 9, "dichlorodifluoromethan": 13, "dict": [9, 10, 31, 32, 33], "dict_kei": [0, 9], "dict_valu": 0, "dictionari": [9, 26], "did": [0, 2, 10, 11, 13, 17, 25, 26, 27, 28, 29, 32, 34, 38], "didn": [10, 19], "die": [5, 18], "diff": [2, 6, 19, 40], "differ": [0, 3, 4, 5, 7, 8, 10, 12, 15, 16, 17, 18, 19, 20, 21, 24, 25, 26, 28, 29, 30, 31, 32, 34, 43], "differenc": 6, "differenti": [1, 7, 8, 13, 15, 16, 21, 22, 25, 32, 39, 40, 43], "differential_oper": [31, 32, 33], "diffg": 13, "difficult": [0, 1, 2, 8, 9, 13, 15, 21, 24, 28, 31, 34], "difficulti": 16, "diffus": 13, "dig": [2, 14], "digit": 0, "dim": [5, 9], "dimens": [2, 5, 7, 12, 13, 19, 21, 24, 30], "dimension": [1, 5, 8, 12, 32], "dimensionless": [6, 10, 13, 22], "dimgrai": 9, "dimgrei": 9, "dip": 9, "dirac": 12, "direct": [2, 6, 10, 16, 18, 19, 22, 24, 35], "directli": [0, 2, 8, 11, 13, 24, 27, 29, 30, 31, 34], "directori": [10, 13, 41], "dirt": 9, "disadvantag": [30, 34], "disadvantang": 30, "disagr": [2, 13], "disagre": 13, "disappointli": 7, "discard": [19, 21], "disciplin": 36, "discontin": 2, "discontinu": [16, 20, 22, 25], "discourag": 0, "discret": [2, 13, 22, 23, 27, 28], "discuss": [5, 11, 24], "displai": [15, 16], "displaystyl": [6, 28], "dissolv": 18, "distanc": [2, 5, 6, 16, 17, 18, 22, 34], "distinct": 34, "distinguish": 13, "distract": 13, "distribut": [1, 2, 11, 13, 24, 25, 30, 32, 33, 34], "div898": 11, "divid": [6, 10, 13, 27], "divis": [0, 15, 20, 42], "divisionbyzero": 15, "divisor": 11, "dkdt": 2, "dl": 6, "dlambda": 8, "dm": 13, "dm_": 2, "dmsdt": 2, "dnew": 20, "do": [0, 1, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "doabl": 11, "doc": [0, 1, 3, 5, 15, 23, 27, 39, 42], "docstr": [24, 43], "document": [0, 5, 12, 14, 15, 17, 24, 37, 38, 39], "docx": 10, "dodger": 9, "dodgerblu": 9, "doe": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 17, 18, 20, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 38], "doesn": [17, 22, 25, 28, 33, 34], "doeweb": 40, "dof": [1, 11, 24, 30], "dog": [0, 9], "dogwood": 9, "doi": 6, "dollar": [9, 23], "domain": [6, 21, 23, 28], "domin": 33, "don": [4, 12, 15, 16, 17, 19, 20, 22, 25, 26, 29, 32, 34, 36, 38], "done": [0, 2, 5, 10, 13, 15, 16, 17, 25, 26, 28, 29, 30, 32, 34, 42], "donkei": 9, "dot": [1, 2, 5, 6, 8, 11, 13, 14, 17, 19, 27, 28, 31, 32, 33], "doubl": [0, 13, 14, 15, 34], "down": [0, 2, 5, 10, 13, 15, 16, 17, 18, 19], "downhil": 2, "download": [11, 16], "downsid": [12, 23, 25], "dp": [6, 19, 28], "dp_r": 31, "dpar": 30, "dpdv": 2, "dpdx": 2, "dpi": 2, "dprdvr": 2, "dr": [13, 18], "drab": 9, "drabbit": 18, "drabbitdt": 18, "draft": 12, "drag": 25, "drain": 18, "dramat": [2, 6], "draper": 25, "draw": [0, 2, 13, 21], "draw_ev": 2, "drdt": 31, "drhodt": 2, "drive": [2, 29, 30], "driven": [2, 22, 28, 29, 30, 34], "drop": [2, 22], "ds_a": 18, "ds_b": 18, "dsadt": 18, "dsbdt": 18, "dsdt": 18, "dsolv": 6, "dspan": 2, "dsse": 30, "dt": [1, 2, 6, 12, 13, 17, 18, 19, 31], "dtau": 12, "dthetadt": 2, "dtype": [2, 5, 6, 13, 14, 16, 27, 31], "du": 18, "du1": 22, "du1di": [2, 22], "du2di": [2, 22], "duck": 15, "dudt": 2, "due": [1, 2, 5, 13, 25, 30, 33], "duke": 9, "durat": 2, "dure": [14, 17, 25, 34], "dust": 9, "duti": 13, "duvenaud": 34, "dv": [2, 18, 24, 31], "dvdpr": 31, "dvdt": 19, "dw": 13, "dw_a": 13, "dwadr": 13, "dx": [0, 2, 6, 7, 8, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 31, 32, 34, 38], "dxdl": 7, "dxdlambda": 7, "dxdt": [2, 18, 19], "dxdtau": 12, "dxdw": [12, 13], "dy": [2, 6, 13, 17, 18, 22, 28, 31, 32], "dy2": 6, "dy_analyt": 6, "dyb": 6, "dyc": 6, "dydlambda": 7, "dydt": 2, "dydw": [12, 13], "dydx": [2, 6, 17, 31], "dye": 9, "dyf": 6, "dzdt": 2, "dzdx": 2, "e": [0, 1, 2, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40], "e0": [1, 24, 31], "e0_rang": 24, "e1": [7, 13], "e2": [13, 17], "e_0": [24, 31], "e_i": 13, "each": [0, 1, 2, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 40], "eagl": 9, "ear": 9, "earlier": 11, "earn": [8, 26], "earth": 9, "eas": [6, 17, 19], "easi": [0, 1, 2, 3, 5, 6, 7, 11, 13, 17, 21, 22, 23, 26, 28, 31, 32, 34], "easier": [2, 7, 10, 15, 16, 17], "easiest": [9, 17, 31], "easili": [1, 2, 6, 7, 13, 16, 21, 22, 31, 34], "eat": 18, "eaten": 18, "eboni": 9, "ec": 9, "ec1": 13, "ec2": 13, "echelon": 28, "ecru": 9, "ed": [2, 5, 13, 16, 17, 27], "edg": [2, 9, 13, 22, 33, 34], "edge_ord": [17, 22, 24], "edit": [5, 7, 13, 15, 25], "edu": [2, 4, 8, 13, 14, 29, 34, 40], "ee": 8, "ef": 40, "effect": [2, 22, 24, 30, 33, 34], "effici": [0, 17, 18, 20, 27, 30, 33], "effort": [12, 17], "eg": 12, "eggplant": 9, "eggshel": 9, "egyptian": 9, "ei": 32, "eig": [29, 31], "eigenvalu": [2, 24, 31, 32, 40], "eigenvector": [2, 29], "eigh": 2, "eigval": [29, 30, 32], "either": [0, 2, 6, 11, 13, 18, 19, 21, 22, 24, 25], "ekerdt": [5, 13, 28], "el": 10, "elaps": 6, "electr": 9, "eleg": 2, "element": [0, 1, 2, 3, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 22, 27, 29, 30, 32, 34, 38], "elementari": 17, "elementwis": 28, "elementwise_grad": [31, 32, 33], "elev": 2, "elf": [10, 37], "elif": [2, 3, 6, 13, 28], "elimin": [5, 26, 28, 30, 38], "elist": 14, "els": [2, 5, 6, 10, 11, 12, 13, 14, 16, 20, 22, 25, 27, 28, 31, 32, 33], "elt": 2, "elut": 13, "emac": [4, 6, 13], "emb": 0, "emerald": 9, "emerg": 28, "emphas": [6, 34], "emphasi": 25, "emploi": 6, "empti": [0, 2, 16, 17, 34], "en": [1, 2, 6, 8, 9, 13, 15, 16, 17, 20, 27, 30, 34, 40], "enabl": [5, 6, 31, 36], "ench250": 13, "enclos": 0, "encod": 13, "encount": [13, 21, 29, 36], "end": [2, 5, 6, 7, 10, 11, 13, 15, 16, 17, 18, 19, 21, 22, 28, 29, 30, 31, 32, 34, 35, 36], "endotherm": 13, "endpoint": [6, 29, 32], "energi": [1, 24, 31], "engin": [1, 2, 3, 4, 5, 6, 7, 9, 12, 13, 14, 15, 17, 18, 20, 22, 23, 24, 25, 27, 30, 36, 40], "english": 9, "enj": 13, "enorm": 27, "enough": [2, 5, 7, 8, 13, 17, 26, 28, 30, 32, 33, 34, 36], "ensur": [2, 3, 8, 13, 20, 26, 29], "enter": [2, 10, 13, 14, 15], "enthalpi": 13, "entranc": 2, "entri": [2, 4, 28], "enumer": [9, 12, 13, 17, 20, 24, 28, 29, 30, 32], "environ": [12, 15], "eo": [2, 13], "ep": [0, 2, 5, 6, 13, 31], "epoch": 32, "epsfcn": [2, 12, 13, 31], "epsilon": [6, 12, 13, 30, 40], "epsilon_": 13, "epsilon_1": 13, "epsilon_2": 13, "epsilon_i": 25, "epsilonp": 13, "epsilonp_eq": 13, "epsilonp_max": 13, "ept": 2, "eq": [6, 13, 26, 31], "eq1": 26, "eq2": 26, "eqc": 8, "eqcon": [8, 13], "eqn": 13, "eqnarrai": [2, 5, 6, 7, 13, 22], "equal": [0, 2, 3, 5, 6, 7, 8, 10, 11, 14, 16, 17, 19, 20, 21, 22, 25, 27, 28, 29, 30, 31, 32, 40], "equal_area": 13, "equality_constraint": 26, "equat": [0, 1, 3, 8, 10, 11, 14, 15, 16, 20, 22, 24, 26, 28, 29, 30, 32, 34, 39, 40, 43], "equimolar": 13, "equival": [5, 6, 12, 17, 18, 19, 20, 25, 28, 30, 34], "erf": [13, 16], "erf_integrand": 16, "erfx": 16, "ericsbroadcastingdoc": 5, "err": [1, 6, 7, 14, 16, 17, 20, 24, 25, 27, 30, 32, 33], "errfunc": 1, "errfunc_": 1, "errno": [10, 13], "error": [0, 3, 5, 6, 10, 13, 14, 15, 16, 17, 20, 24, 26, 27, 28, 30, 32, 33, 34, 38, 40, 43], "errstat": 27, "esc": 15, "escap": 15, "especi": [2, 6, 13, 21, 29, 30, 31, 41], "essenti": [11, 12, 16, 29], "establish": 25, "estim": [2, 7, 11, 14, 17, 18, 19, 20, 22, 23, 28, 29, 30, 34, 38], "estimated_error": 6, "estimating_regression_models_using_least_squar": 40, "eta": 13, "eta_analyt": 13, "eta_numer": 13, "etc": [0, 1, 2, 5, 8, 13, 16, 22, 23, 26, 27, 28, 29, 32, 34], "ethan": 13, "eton": 9, "eucalyptu": 9, "ev": 1, "eval": [2, 10], "evalu": [0, 1, 3, 6, 7, 8, 11, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 27, 30, 33, 38], "evec": 2, "even": [0, 4, 6, 7, 13, 15, 21, 25, 28, 30, 32, 34], "evenli": [0, 6, 16], "event": [7, 17, 18, 19, 23], "event1": 17, "eventu": [0, 9, 15, 29, 30, 34], "ever": 11, "everi": [0, 2, 10, 14, 15, 30, 32, 33, 34, 36, 38], "everyth": [0, 6, 10, 11, 12, 14, 16, 27, 28, 38], "everywher": [5, 20, 27], "evid": [6, 17, 18, 19, 20, 27, 31, 32, 34], "evolut": 31, "evolv": 2, "ex": [5, 32], "exact": [6, 16], "exact_v": 16, "exactli": [0, 6, 8, 13, 16, 19, 24], "exam": 11, "examin": [0, 2, 5, 6, 7, 8, 9, 10, 11, 13, 17, 18, 19, 20, 25, 33, 34], "exampl": [0, 1, 2, 3, 4, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 19, 22, 23, 25, 26, 27, 28, 29, 31, 32, 36, 39, 43], "example2": 10, "example3": 10, "example4": 10, "exc_info": 10, "exce": [8, 13, 19, 26], "exceed": [19, 20], "excel": [2, 13, 16], "except": [2, 6, 10, 11, 12, 13, 38, 40, 42], "excercis": 22, "exchang": 13, "exclus": 14, "execut": [10, 14, 15, 25, 36], "exercis": [5, 13, 16, 17, 18, 20, 21, 22, 24, 27, 28, 30, 32, 33], "exist": [2, 3, 5, 6, 9, 10, 13, 23, 25, 26, 27, 28, 34, 38], "exit": [2, 7, 8, 10, 11, 12, 13, 20, 23, 28], "exotherm": 13, "exp": [0, 1, 2, 3, 6, 7, 11, 12, 13, 16, 17, 20, 21, 23, 25, 31, 33, 34], "expand": [2, 6, 12, 13, 24, 33, 34], "expand_dim": 34, "expans": [32, 33], "expect": [2, 11, 13, 16, 18, 19, 24, 25, 26, 31, 32, 34], "expens": [2, 8, 20, 26, 27, 30, 32, 34], "experi": [6, 25, 32, 36], "experiment": [2, 11, 13, 25, 38], "explain": [7, 11], "explan": 14, "explicit": [0, 2, 5, 28], "explicitli": [6, 29, 32], "explor": [2, 6, 7, 12, 15, 25, 30, 31, 33], "exponeneti": 0, "exponenti": [3, 6, 11, 12, 13, 15, 17, 34], "export": 4, "express": [0, 1, 2, 5, 13, 15, 17, 20, 21, 24, 27, 28, 31], "ext": [2, 13], "extend": [1, 22, 31, 32, 33], "extens": [2, 22, 28], "extent": [12, 13], "extentp": 13, "extern": [8, 10, 12, 15], "extra": 2, "extra_anim": 2, "extra_arg": 2, "extract": [0, 3, 10, 13, 18, 20], "extrapol": [6, 13, 24, 29, 30, 32, 33, 34], "extrem": [2, 23, 32], "ey": [5, 9, 27, 28, 30, 34], "f": [0, 1, 2, 4, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 37, 38, 40], "f0": [2, 7, 12, 13, 23], "f1": [2, 6, 15, 31], "f2": [2, 3, 6, 15, 20], "f3": [6, 20], "f_": [13, 16, 18, 20, 30], "f_1": [6, 31], "f_2": 6, "f_a": [13, 18, 20], "f_a0": 13, "f_ab": 18, "f_b": 18, "f_ba": 18, "f_bexit": 18, "f_eqcon": 13, "f_f": [6, 13], "f_i": 13, "f_ieqcon": 13, "f_mu": 11, "f_raw": [31, 32, 33], "f_sigma": 11, "f_wrap": [31, 32, 33], "f_x": [15, 31], "f_y": 31, "f_z": 31, "fa": [7, 11, 13, 20], "fa0": [11, 12, 13, 16, 20], "fa_exit": [7, 20], "fa_guess": [7, 20], "facecolor": [9, 13, 32, 33], "fact": [8, 19, 24, 27, 34], "factor": [2, 5, 6, 12, 22, 23, 29, 31, 34, 40], "factori": 10, "factorial_loop": 10, "fail": [6, 10, 12, 13, 20, 21, 27], "fair": [6, 7], "fall": [11, 13, 24], "fallow": 9, "fals": [0, 2, 3, 5, 6, 10, 13, 15, 27, 29, 42], "false_": 20, "falu": 9, "famili": 9, "familiar": [15, 27, 32], "famou": [6, 9], "fan": [6, 13], "fanci": 3, "fandango": 9, "fanning_friction_factor": [6, 13], "fanning_friction_factor_": 13, "fao": 7, "far": [17, 19, 25, 26, 30, 33, 34], "farg": [2, 13, 31], "farm": [8, 26], "farmer": [8, 26], "fashion": [9, 17, 28], "fast": [5, 6, 13, 16, 28, 32, 33, 34], "faster": [6, 13, 16, 28, 31], "fastest": 20, "favor": [8, 11, 13, 26, 30, 34], "fawn": 9, "fbessel": 2, "fd": [6, 13], "fdadk1": 31, "fdadk_1": 31, "feasibl": [23, 26], "featur": [0, 1, 5, 9, 12, 18, 27, 29, 30, 33, 34], "fed": 13, "feed": [13, 28], "feldgrau": 9, "feldspar": 9, "feq": [1, 6, 7, 13, 24, 37, 38, 40, 42], "fern": 9, "ferrari": 9, "fertil": [8, 26], "few": [0, 2, 3, 5, 6, 7, 9, 10, 11, 13, 15, 16, 17, 20, 28, 29, 31, 32, 33, 34, 43], "fewer": [6, 18, 30], "ff": 13, "ff_laminar": 6, "ff_turbul": 6, "ff_turbulent_unvector": 6, "ffmpeg": 2, "fge": [1, 6, 7, 13, 24, 37, 38, 40, 42], "fgt": [1, 6, 7, 13, 24, 37, 38, 40, 42], "fguess": 6, "fh": 13, "field": [0, 2, 9, 13, 18], "fifth": 38, "fig": [1, 2, 8, 9, 13, 31], "figsiz": [2, 9, 19], "figur": [0, 1, 2, 3, 5, 6, 8, 11, 12, 13, 15, 19, 24, 27, 31, 34], "file": [2, 4, 6, 7, 10, 11, 16, 24, 27, 28, 31, 32, 33, 37, 38, 40, 41, 42], "filenam": 2, "filenotfounderror": [10, 13], "fill": 26, "fill_between": [9, 13, 32, 33, 34], "fill_valu": 29, "filter": 10, "final": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 17, 19, 20, 21, 24, 25, 28, 30, 31, 32, 33, 42], "find": [0, 1, 2, 3, 4, 5, 6, 9, 10, 11, 14, 19, 21, 22, 24, 26, 27, 29, 30, 31, 33, 36, 43], "findal": 10, "findfont": 9, "findiff": [20, 23, 24], "findobj": 9, "fine": [2, 6, 10, 12, 17, 19], "finer": [2, 22], "finfo": [0, 2, 5, 13, 31], "finish": 2, "finit": [6, 8, 13, 16, 20, 28, 31], "fire": 9, "firebrick": 9, "first": [0, 5, 6, 7, 8, 10, 11, 14, 15, 16, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40, 43], "fit": [3, 9, 11, 22, 24, 25, 29, 31, 32, 33, 34, 40], "fitfunc": 1, "five": [7, 30], "fix": [0, 6, 11, 15, 17, 24, 32, 34], "fjac": [0, 20], "flag": [5, 20, 27], "flame": 9, "flamingo": 9, "flash": 9, "flat": [2, 9, 13], "flatten": [0, 12], "flatteri": 9, "flavesc": 9, "flax": 9, "fle": [1, 6, 7, 13, 24, 37, 38, 40, 42], "flexibl": [0, 1, 4, 29], "flipud": 29, "flirt": 9, "float": [0, 3, 5, 10, 11, 12, 13, 15, 20, 21, 26, 27, 28, 40, 43], "float64": [6, 11, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 27, 28, 29, 30, 31, 34, 40], "float_p": 10, "floral": 9, "floralwhit": 9, "flow": [6, 7, 11, 18, 20, 22, 23, 28], "flowrat": [6, 13, 15], "flt": [1, 2, 6, 7, 13, 24, 37, 38, 40, 42], "fluid": [2, 13, 22], "fluoresc": 9, "flux": [2, 13, 22], "fly": 2, "fmin": [1, 3, 23], "fmin_cobyla": 8, "fmin_slsqp": [8, 13], "fminbnd": 13, "fminbound": [1, 13], "fminsearch": 8, "fname": [0, 13], "fnew": 23, "focu": [13, 20, 36], "focus": [19, 26, 30], "fode": 39, "fogler": [1, 13, 16, 30], "fold": 30, "folli": 9, "follow": [0, 1, 2, 5, 7, 8, 10, 11, 13, 14, 15, 16, 17, 18, 20, 21, 24, 25, 26, 27, 28, 29, 31, 33], "font": [9, 10], "fontnam": 9, "fontsiz": 9, "fontstyl": 9, "fontweight": 9, "forc": [9, 13, 39], "forest": 9, "forestgreen": 9, "forget": 15, "form": [0, 1, 2, 3, 6, 7, 13, 16, 17, 27, 28, 29, 30, 31, 32, 33, 34], "formal": [6, 16, 25, 32, 34], "format": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 30, 31, 32, 33], "formatstr": 0, "formul": [1, 2, 13, 27, 31, 34], "formula": [6, 13, 15, 16, 17, 20, 23, 24, 27, 28, 31, 34], "forth": 20, "fortran": [5, 16], "forward": [2, 6, 13, 25], "found": [6, 7, 9, 10, 12, 13, 19, 23, 29, 30, 31, 32, 34], "foundat": [0, 27, 34, 36], "four": [0, 2, 5, 16, 17, 18, 24, 27, 31], "fourier": 32, "fourierseri": 32, "fourth": [0, 1, 13, 30, 38], "fox": [0, 18], "fp": 2, "fprime": [2, 6, 7, 12, 13, 20, 31], "fpt": 2, "fr": 12, "frac": [1, 2, 6, 7, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 28, 31, 32, 34], "fraction": [0, 11, 15], "fragil": [10, 11, 12], "frame": [2, 13], "framework": 28, "franc": 9, "fratern": 0, "free": [4, 14, 34], "freedom": [1, 6, 11, 24, 30], "french": 9, "frequent": [10, 20], "fresh": 9, "friction": [6, 13], "friend": [9, 11], "friendli": 43, "from": [0, 1, 2, 3, 4, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43], "front": [0, 21, 30], "frost": 9, "frustrat": 9, "fsolv": [0, 3, 6, 8, 11, 12, 13, 21, 22, 23, 28, 29, 31], "fspath": 13, "ft": [0, 6, 21], "fuchsia": 9, "full": [0, 2, 9, 13, 15, 20], "full_output": [2, 12, 13, 14, 20, 21, 22, 31], "fulli": [6, 12], "fulvou": 9, "fun": [0, 16, 17, 23, 24, 25, 26, 29, 31, 34], "func": [0, 1, 2, 3, 6, 7, 8, 10, 11, 12, 13, 20, 24, 26, 31], "func2": 12, "func3": 12, "funcanim": 2, "function": [1, 3, 4, 5, 9, 10, 11, 12, 13, 14, 17, 18, 19, 21, 22, 25, 26, 29, 30, 32, 34, 40, 43], "functool": 0, "fundament": [5, 13, 25, 28], "further": [0, 2, 4, 13, 28, 29], "fusion": 9, "futur": [0, 3, 6, 10, 13, 16, 20, 28, 32], "futurewarn": [6, 28], "fuzzi": [9, 40], "fv": [10, 37], "fvec": 20, "fx": 23, "fx0": 23, "fy": [7, 23], "fy0": 23, "fy_exit": 23, "fz": 13, "g": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 14, 15, 16, 17, 18, 20, 21, 22, 24, 25, 26, 28, 30, 31, 32, 33, 34, 38, 40], "g2": 3, "g3": 3, "g_": 13, "g_j": 13, "g_wg": 13, "ga": [2, 6, 11, 21], "gain": 16, "gainsboro": 9, "gal": 18, "gallon": 18, "gambl": 11, "gambog": 9, "game": 11, "gase": 13, "gate": 9, "gaussian": [13, 16, 43], "gaussian_process": 34, "gaussian_quadratur": [16, 34], "gaussian_special_cas": 40, "gaussianprocess": 34, "gave": [9, 17, 34], "gc": [10, 13], "gca": [9, 22], "gcc": [10, 37], "gcf": [9, 13], "ge": [13, 26], "gen": [2, 10], "gener": [0, 2, 5, 7, 8, 10, 11, 13, 14, 15, 17, 18, 20, 22, 24, 25, 26, 27, 29, 31, 32, 33, 36, 41, 43], "geomspac": 30, "get": [0, 2, 3, 4, 5, 6, 7, 8, 11, 12, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 38, 41], "get_ipython": [1, 7, 24, 37, 38, 42], "get_length": 10, "get_steady_st": 19, "get_yticklabel": 9, "getattr": 13, "getcwd": 10, "gga": 13, "ghost": 9, "ghostwhit": 9, "giant": [9, 27], "gif": 2, "ginger": 9, "gist": [23, 31, 36], "github": [20, 23, 24, 34, 36], "give": [0, 1, 5, 6, 7, 10, 13, 15, 23, 38], "given": [0, 1, 2, 3, 5, 6, 7, 11, 13, 16, 18, 19, 22, 24, 25, 27, 29, 30, 31, 34], "gj": 13, "gjo": 13, "glacier": 9, "glaucou": 9, "glibc2": [10, 37], "gliq": 13, "glitter": 9, "global": [15, 29], "glori": 9, "glossari": 11, "gm": 2, "go": [0, 1, 2, 4, 6, 7, 9, 12, 13, 15, 17, 18, 19, 22, 23, 30, 31, 32, 33], "goal": [1, 2, 7, 9, 10, 12, 13, 14, 15, 17, 25, 30, 31, 34], "goe": [2, 6, 15, 16, 18, 20, 22, 24, 25, 29, 32, 33], "gogh": 9, "gold": 9, "golden": 9, "goldenrod": 9, "gone": 13, "good": [0, 1, 2, 3, 6, 7, 8, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 38], "googl": [40, 43], "got": [2, 10, 11, 13, 14, 17, 24], "gov": [11, 13], "govern": [2, 18, 22], "gp": [34, 39], "gpa": 31, "gpflow": 34, "gpml": 34, "gpy": 34, "gra": 9, "grad": [31, 32, 33], "grad_and_aux": [31, 32, 33], "grad_nam": [31, 32, 33], "grad_partit": [31, 32, 33], "grad_sort": [31, 32, 33], "grade": [10, 11], "grade_kei": 10, "gradient": [6, 8, 13, 17, 22, 24, 31, 32], "gradual": [2, 7], "grai": [9, 10, 13, 32, 33, 34], "granni": 9, "grape": 9, "graph": [0, 1, 2, 7, 9, 13, 19, 22, 25], "graphic": [0, 2, 17, 20, 21, 23, 28, 32], "great": [2, 3, 6, 13, 17, 22, 34], "greater": [5, 6, 11, 13, 25, 26, 32, 40], "green": 9, "greenberg": [17, 31], "greenyellow": 9, "grei": 9, "grid": [2, 13, 18, 22, 28], "gritti": 36, "ground": [24, 36], "group": 10, "group1": 10, "group2": 10, "group3": 10, "groupnam": 10, "grow": [27, 30, 43], "growth": [0, 18], "grullo": 9, "grxn": 13, "grxn_29815": 13, "gtup": 10, "guess": [7, 8, 11, 12, 13, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 40], "gui": 2, "guidanc": [6, 28], "guidelin": 24, "gum": 9, "gumroad": [4, 43], "guppi": 9, "gustafso": 29, "gut": 2, "gwigglewiggl": 13, "gy": 7, "h": [2, 5, 6, 8, 11, 15, 17, 19, 22, 23, 25, 28, 29, 30, 31, 32, 34], "h0": [2, 12], "h1": 13, "h2": [5, 13, 28], "h2o": 13, "h3": 13, "h4": 13, "h_": 13, "h_2": 13, "h_298": 13, "h_2o": 13, "h_i": 13, "ha": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 43], "had": [2, 4, 6, 7, 9, 10, 11, 13, 16, 17, 26, 32, 34], "hahah": 0, "halay\u00e0": 9, "half": [22, 25], "han": 9, "hand": [5, 7, 13, 14, 23, 28, 29, 30, 31, 34], "handbook": [7, 11, 13], "handi": [0, 10, 40], "handl": [2, 6, 7, 10, 11, 13], "hansa": 9, "happen": [0, 3, 6, 7, 15, 17, 18, 19, 22, 23, 27, 28, 30, 31, 33, 34, 36], "happi": 15, "hard": [0, 2, 6, 7, 9, 10, 11, 15, 18, 19, 22, 23, 28, 30, 42, 43], "harder": [2, 6, 10], "hardli": [22, 34], "harlequin": 9, "harvard": 9, "harvest": [8, 9, 26], "hasattr": [0, 9, 12], "hash": 26, "hashabl": 26, "hashcach": [1, 7, 24, 37, 38, 42], "have": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 43], "hbr": [5, 28], "head": 34, "heart": 9, "heat": [7, 20], "heavier": 17, "heavisid": 6, "height": 26, "heliotrop": 9, "hello": [14, 36], "help": [0, 2, 5, 6, 10, 11, 13, 14, 16, 17, 18, 21, 22, 24, 25, 28, 32, 34, 43], "helper": 31, "henc": [11, 13, 32], "here": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 43], "hermitian": 2, "hess_inv": [23, 24, 25, 26, 29, 34], "hessian": [24, 25, 29, 30, 31, 32, 33, 40], "hessian_tensor_product": [31, 32, 33], "hessian_vector_product": [31, 32, 33], "heurist": 30, "hex": 9, "hexcod": 9, "hf": 13, "hf298": 13, "hf_29815_co": 13, "hf_29815_co2": 13, "hf_29815_h2": 13, "hf_29815_h2o": 13, "hf_ga": 13, "hf_liq": 13, "hi": [9, 15], "hidden": [7, 11, 26, 32], "high": [6, 8, 9, 13, 22, 23, 28, 30], "higher": [6, 13, 18, 19, 26, 30, 33, 43], "highest": 8, "highli": [27, 30], "highlight": [21, 23], "him": 9, "hindsight": 24, "hip": 32, "hist": [11, 24, 25], "histogram": 11, "histor": [16, 25], "histori": 34, "hit": 20, "hline": 13, "hmax": [2, 12], "hmin": [2, 12], "hollywood": 9, "holomorphic_grad": [31, 32, 33], "home": [10, 12], "honeydew": 9, "honolulu": 9, "hooker": 9, "hope": 43, "hopit": 13, "horizont": [0, 9, 13], "hors": 9, "hostedtoolcach": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "hot": 9, "hotpink": 9, "hour": [13, 16], "how": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "howev": [0, 1, 2, 6, 7, 10, 11, 12, 13, 15, 16, 17, 22, 24, 25, 26, 27, 28, 29, 30, 33, 34], "hr": [12, 16], "hrxn": 13, "hrxn_29815": 13, "hsplit": 0, "hstack": [2, 27], "htm": [11, 13, 40], "html": [0, 1, 2, 3, 5, 6, 8, 9, 10, 11, 12, 15, 21, 23, 25, 27, 28, 32, 34], "htt": 13, "http": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 17, 20, 21, 23, 24, 25, 27, 28, 29, 30, 32, 34, 40, 41, 42, 43], "hub": 41, "huge": [12, 30], "human": 15, "hunter": 9, "hve": 7, "hybr": 0, "hydrocarbon": 13, "hydrogen": [5, 28], "hyperparamet": [30, 32, 33], "hypothes": 11, "i": [0, 1, 2, 3, 4, 5, 7, 8, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 41, 42, 43], "i1": [1, 13, 17], "i2": [1, 6, 17], "iapw": 13, "iapws97": 13, "ic1": 13, "iceberg": 9, "icon": [15, 36], "ictcm": 2, "icterin": 9, "id": [6, 13], "idea": [1, 2, 6, 7, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 38], "ideal": [2, 11, 13, 19], "ident": [6, 27], "identifi": [0, 5, 7, 8, 10, 13, 17, 23, 28], "ieq": 26, "ieqcon": 13, "ier": [12, 21], "ifft": 6, "ifunc": 3, "ig": 3, "ignor": [11, 27, 28, 40, 43], "ignore_except": [40, 42], "ij": 34, "ill": [27, 28, 34], "illeg": 0, "illumin": 9, "illustr": [0, 1, 2, 5, 6, 7, 9, 11, 13, 15, 17, 24, 25], "imag": [0, 2, 6, 21, 41], "imagin": [0, 23, 32], "imaginari": [6, 7, 13, 21], "imaginary_unit": 13, "imax": 8, "imin": 24, "immedi": 17, "immers": 36, "immut": 0, "impact": [22, 33], "imperi": 9, "imperm": 2, "implement": [0, 2, 5, 6, 13, 14, 16, 17, 20, 23, 28, 31], "impli": 6, "implicit": [7, 13], "implicitli": [3, 6, 34], "import": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 38, 41, 42], "importerror": [6, 16, 22], "impos": [13, 30], "imprecis": 5, "improv": [7, 12, 16, 20, 21, 29, 33, 38], "inaccur": 25, "inch": 9, "inchworm": 9, "includ": [0, 1, 2, 3, 6, 11, 12, 13, 14, 15, 16, 19, 22, 23, 24, 25, 28, 30, 34, 38], "inclus": 38, "incom": [13, 18], "incompat": 5, "inconclus": 29, "inconveni": [0, 2], "incorpor": 11, "increas": [2, 3, 6, 9, 11, 12, 13, 16, 17, 18, 25, 28, 30, 32, 34], "increasingli": 33, "increment": [15, 16, 17], "incub": 25, "ind": [5, 9, 13, 28, 33], "indefinit": 6, "indent": 15, "independ": [0, 1, 2, 10, 17, 18, 24, 26, 27, 30, 31, 34, 40], "index": [2, 3, 5, 10, 11, 15, 16, 17, 23, 31, 33, 43], "india": 9, "indian": 9, "indianr": 9, "indic": [0, 2, 5, 7, 8, 9, 11, 13, 16, 17, 20, 24, 34], "indigo": 9, "individu": [15, 33], "ineq": 26, "inequ": [11, 13], "inf": [16, 27], "infeas": 26, "infin": [16, 23, 29, 30], "infinit": [16, 20, 27, 32], "influenc": [25, 34], "info": [5, 14, 20, 21, 22], "infodict": 12, "inform": [2, 3, 5, 7, 10, 13, 15, 20, 24, 30, 34, 40], "infti": [16, 32], "inher": 6, "inherit": 15, "inhomogen": [2, 13], "init": [2, 13, 22], "init_random_param": [32, 33], "initi": [2, 5, 6, 7, 8, 10, 12, 13, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 28, 30, 31, 32, 33, 40], "initial_guess": [1, 3, 24], "inlet": [2, 7, 16, 20], "inlin": 0, "innoc": 6, "inplac": 10, "input": [0, 13, 29, 30, 31, 32, 33], "insert": 15, "insid": [0, 2, 10, 13, 15, 16, 17, 19, 22, 28, 31], "insight": [1, 6, 34], "insiz": [32, 33], "inspect": [0, 1, 5, 7, 17, 23, 24, 25, 26, 27, 28, 32, 37, 38, 42], "inspir": [6, 38], "instabl": 23, "instal": [2, 5, 10, 11, 13, 24, 25, 41], "instanc": [2, 7, 9, 12], "instead": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 24, 27, 30, 31, 34, 41], "insuffici": 2, "int": [0, 2, 5, 6, 10, 11, 13, 16, 26, 27, 28, 33, 40], "int32": [14, 30], "int64": [27, 28], "int_": [6, 7, 13, 16, 20, 32], "int_0": [0, 6, 13, 14, 16, 17, 22, 38], "int_1": 16, "int_2": 6, "int_a": [6, 15, 17, 31], "int_c": 31, "integ": [0, 6, 10, 11, 13, 15, 26, 32, 33], "integr": [0, 1, 2, 4, 9, 11, 12, 14, 15, 18, 19, 20, 21, 22, 23, 28, 29, 34, 39, 43], "integrand": [6, 7, 13, 14, 16, 17, 20, 21, 22, 31], "integrationwarn": 16, "intend": [15, 22], "intens": [9, 13], "interact": [10, 14], "interactiveshel": 13, "intercept": [1, 11, 30, 34], "interchang": 5, "interest": [2, 6, 7, 11, 13, 25, 31, 34], "interestingli": [3, 13], "interfac": [13, 16, 23, 26, 31, 38], "interior": 22, "intermedi": [2, 16, 25, 33, 34], "intern": [2, 9, 15, 17], "internal_term1": 17, "interp1": 13, "interp1d": [2, 3, 6, 13, 29], "interpol": [2, 6, 13, 16, 19, 30, 39, 43], "interpret": [2, 6, 17, 18, 21, 24, 29, 30, 33, 34], "intersect": [13, 20, 21, 28], "interv": [2, 6, 7, 16, 17, 18, 19, 23, 40], "intrins": 0, "intro": [34, 39], "introduc": [5, 6, 7, 14, 20, 23, 26, 27, 29, 30, 31, 34], "introduct": [36, 43], "introselect": [31, 32, 33], "intuit": [13, 34], "inv": [1, 5, 11, 25, 27, 28, 29, 30, 34], "invalid": [13, 27], "invalu": 20, "invers": [0, 5, 17, 25, 29, 30, 32, 34], "invert": [27, 34], "involv": [6, 19, 25, 29], "io": [15, 34], "io_open": 13, "iord": 14, "ip": 2, "ipykernel_1844": 0, "ipykernel_1897": 2, "ipykernel_1926": 3, "ipykernel_1953": 5, "ipykernel_1978": 6, "ipykernel_2009": 7, "ipykernel_2062": 9, "ipykernel_2154": 13, "ipykernel_2185": 14, "ipykernel_2235": 16, "ipykernel_2343": 20, "ipykernel_2368": 21, "ipykernel_2400": 22, "ipykernel_2427": 23, "ipykernel_2453": 24, "ipykernel_2601": 29, "ipykernel_2778": 38, "ipython": [1, 7, 13, 16, 24, 37, 38, 42], "iri": 9, "irresist": 9, "irrevers": 6, "irrit": 9, "isabellin": 9, "iscomplextyp": 27, "iseg": 13, "isinst": [2, 10, 13, 31, 32, 33], "islam": 9, "isn": [24, 27, 31], "isobutan": 13, "isol": 14, "isotherm": 13, "isotop": 13, "isotrop": 31, "issu": [3, 6, 13, 17, 20, 24, 28, 30, 33, 38, 43], "ital": [9, 15], "italian": 9, "item": [0, 17, 26, 38], "iter": [1, 2, 3, 5, 7, 8, 12, 13, 16, 17, 19, 20, 21, 23, 27, 29, 30, 31, 32, 34, 38], "ith": [5, 40], "itim": 2, "itl": 11, "its": [2, 13, 15, 16, 25, 27, 28, 29, 34, 43], "itself": [5, 6, 10, 19, 28], "ivori": 9, "ivp": 40, "ixpr": [2, 12], "j": [2, 5, 6, 7, 12, 13, 21, 28, 30, 31, 34], "j0": 13, "j_": 14, "j_0": [2, 7], "j_1": 7, "jaan": [2, 22], "jac": [2, 13, 23, 24, 25, 26, 29, 31, 34], "jacket": 9, "jacobian": [7, 30, 31, 32, 33, 40], "jade": 9, "jam": 9, "janafg": 13, "japanes": 9, "jargon": 32, "jasmin": 9, "jasper": 9, "jax": 31, "jazzberri": 9, "jb": 10, "jelli": 9, "jet": [2, 9], "jjwteach": 2, "jkitchin": [4, 41, 43], "jn": [2, 7], "jn_zero": 7, "job": 3, "joblib": [1, 7, 24, 37, 38, 42], "john": 40, "join": [6, 11, 28, 30], "jonquil": 9, "journal": 24, "journei": [35, 36], "judg": 13, "judgement": [2, 3, 8], "judgment": [5, 6, 7, 30], "jump": 16, "jun": [10, 37], "june": 9, "jungl": 9, "jupyt": [4, 39, 41, 43], "just": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 13, 15, 16, 17, 18, 19, 20, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 36, 41], "justif": 6, "justifi": 11, "jv": 14, "k": [0, 1, 2, 3, 6, 7, 9, 11, 12, 13, 16, 18, 20, 23, 24, 25, 26, 27, 30, 31, 34, 40], "k0": 2, "k1": [13, 17, 28, 31, 34], "k2": [13, 17, 28, 34], "k3": 17, "k4": 17, "k_": [13, 31, 34], "k_1": [13, 28, 31], "k_2": 28, "k_fit": 1, "k_func": 13, "k_temperatur": 13, "kcal": 13, "kcov": 1, "keep": [5, 7, 18, 23, 34], "kei": [0, 2, 6, 9, 10, 18, 20, 21, 24, 26, 27, 30, 31, 34], "kelli": 9, "kelvin": 13, "kenyan": 9, "keppel": 9, "kernel": 15, "keyerror": [2, 26], "keyword": [0, 8, 10, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "kg": [12, 13], "khaki": 9, "kilomet": 7, "kind": [0, 2, 3, 5, 6, 9, 10, 13, 15, 17, 20, 22, 23, 26, 29, 30, 31, 32, 33, 34], "kinet": 13, "kitchin": 40, "kitchingroup": [4, 14, 40], "kiusalaa": [2, 22], "kj": 13, "kl": 5, "klein": 9, "kmol": [16, 23], "know": [0, 1, 2, 3, 5, 6, 10, 11, 13, 16, 17, 18, 19, 20, 22, 23, 24, 25, 27, 28, 29, 31, 33, 34, 36, 38], "knowledg": [26, 29, 32, 36], "known": [0, 2, 5, 6, 7, 8, 11, 13, 14, 16, 17, 24, 25, 26, 28, 34, 40], "ko": [1, 3, 11], "kobe": 9, "kobi": 9, "kp": 34, "kp1": 34, "kp2": 34, "kpa": 13, "kprime": [12, 13], "krang": 20, "kreysig": [2, 5, 27, 31], "kreyszig": 5, "kt": 34, "kth": [31, 32, 33], "ku": [5, 9], "kudo": 13, "kw": 0, "kwarg": [0, 2, 13, 31, 32, 33, 40], "kwd": 10, "l": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 20, 24, 25, 26, 28, 30, 31, 34], "l1": 30, "l1_sol": 25, "l2": 30, "l2p": 30, "la": [5, 9], "lab": [3, 29, 41], "lab7": 29, "label": [1, 2, 3, 5, 6, 7, 8, 9, 13, 14, 17, 18, 19, 22, 24, 28, 30, 32, 33], "lack": [0, 1], "lag": 11, "lagrange_multipli": 8, "lait": 9, "lam": [30, 34], "lambda": [2, 6, 7, 8, 9, 10, 29, 30, 31, 32, 33, 34], "lambda_1": 2, "lambda_2": 2, "lambda_k": 29, "lambda_span": 7, "laminar": [6, 13], "land": [8, 26], "languag": [14, 15, 27, 38], "languid": 9, "lapi": 9, "laplac": 2, "larg": [0, 2, 5, 6, 10, 11, 13, 23, 24, 25, 27, 28, 30, 31, 32, 33, 34], "larger": [2, 5, 6, 13, 17, 24, 25, 29], "largest": [5, 13, 29], "laser": 9, "last": [0, 1, 2, 4, 6, 7, 10, 11, 12, 13, 14, 15, 16, 19, 20, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 37, 38, 40, 42], "last_step": 19, "later": [0, 2, 9, 10, 11, 13, 16, 17, 19, 20, 24, 25, 32, 34], "latest": [13, 34], "latex": [12, 15, 16], "latin1": 13, "latt": 9, "launch": 41, "laurel": 9, "lava": 9, "lavend": 9, "lavenderblush": 9, "law": [7, 11, 13, 20], "lawn": 9, "lawngreen": 9, "layer": [32, 33], "layer_s": [32, 33], "lazuli": 9, "lb": [6, 12, 21], "lb_m": 13, "lbic": [1, 7, 24, 37, 38, 40, 42], "lbmol": 12, "ldot": 6, "le": [2, 13, 26, 30], "lead": [2, 6, 7, 10, 12, 13, 15, 16, 17, 19, 20, 22, 25, 27, 29, 30, 32], "learn": [0, 4, 7, 13, 14, 15, 17, 20, 21, 22, 24, 25, 28, 30, 31, 35, 36, 38, 39, 43], "least": [2, 5, 6, 13, 18, 19, 20, 23, 28, 30, 40], "least_squar": 32, "leastsq": 1, "leather": 9, "leav": [0, 2, 13, 17, 31, 32], "lectur": [14, 16, 20, 28, 30, 34], "lecture16": 2, "left": [2, 5, 6, 13, 15, 16, 17, 19, 24, 27, 28, 29, 30, 31, 33, 34], "legend": [1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 17, 18, 19, 21, 23, 24, 25, 29, 30, 31, 32, 33, 34], "lemon": 9, "lemonchiffon": 9, "len": [1, 2, 5, 6, 8, 10, 11, 13, 16, 17, 22, 24, 27, 28, 29, 30, 31, 32, 33, 34], "length": [2, 5, 10, 12, 13, 16, 18, 23, 26, 29, 34], "lengthscal": 34, "less": [0, 2, 5, 6, 8, 10, 11, 13, 16, 17, 18, 20, 22, 25, 26, 27, 30, 31, 34, 40], "let": [0, 1, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 38], "letter": 10, "lettergrad": 10, "level": [1, 11, 13, 15, 21, 24, 26, 30, 40], "leverag": [22, 27, 29], "li": [1, 30], "lib": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "librari": [0, 8, 14, 15, 16, 17, 20, 25, 28, 30, 41, 43], "licens": 40, "licoric": 9, "lie": [1, 11], "life": 25, "light": [9, 10], "lightblu": 9, "lightcor": 9, "lightcyan": 9, "lightgoldenrodyellow": 9, "lightgrai": [9, 10], "lightgreen": 9, "lightgrei": 9, "lightli": [32, 36], "lightpink": 9, "lightsalmon": 9, "lightseagreen": 9, "lightskyblu": 9, "lightslategrai": 9, "lightslategrei": 9, "lightsteelblu": 9, "lightweight": 15, "lightyellow": 9, "like": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41], "likeliehood": 34, "likelihood": 34, "likewis": [2, 9], "lilac": 9, "lime": 9, "limegreen": 9, "limerick": 9, "limit": [0, 2, 6, 8, 11, 13, 16, 18, 19, 23, 26, 32], "limits_": [5, 6, 13, 28], "limits_j": 13, "linalg": [1, 2, 5, 7, 11, 25, 27, 28, 29, 30, 31, 32, 33, 34, 40], "linalgerror": 27, "lincoln": 9, "line": [0, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 19, 20, 22, 24, 25, 26, 27, 28, 32, 33, 34, 37, 38, 41, 42], "line2d": 9, "linear": [0, 3, 6, 7, 11, 16, 20, 21, 24, 25, 29, 32, 33, 39, 40, 43], "linearli": [3, 5, 11, 14, 17, 27, 28, 33], "linen": 9, "linestyl": [20, 30], "linewidth": 9, "lingo": 32, "link": [6, 13, 40, 43], "linspac": [0, 1, 2, 3, 6, 7, 8, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34], "linux": [5, 10, 15, 37], "lion": 9, "liquid": 6, "lisp": 38, "list": [2, 3, 6, 7, 9, 11, 12, 13, 15, 16, 17, 20, 23, 26, 27, 31, 32, 33, 43], "list_of_color": 9, "listcomp": 13, "listdir": 10, "littl": [2, 7, 8, 9, 11, 12, 13, 16, 17, 19, 21, 26, 28, 30, 32, 33, 34, 36], "live": 6, "liver": 9, "ll": [2, 26, 34], "lms_sol": 25, "ln": 13, "load": 13, "loadtxt": [1, 9, 11, 13], "loc": [1, 2, 3, 6, 7, 8, 9, 13, 18, 19], "local": [0, 2, 13, 16, 29, 31, 32, 33, 34], "locat": [8, 13, 17], "log": [0, 6, 13, 20, 25, 30, 34], "log10": [0, 6, 13], "log_likelihood": 34, "logarithm": 17, "logic": [6, 10, 15], "logp": 34, "long": [2, 6, 13, 15, 19, 23, 25], "longer": [2, 10, 19, 27, 30], "look": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 30, 31, 32, 33, 34], "lookup": 26, "loop": [2, 6, 16, 17, 20, 21, 28, 34], "lose": 11, "loss": [6, 11, 13, 40], "lost": [11, 12], "lot": [0, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 19, 20, 23, 24, 25, 27, 30, 31, 34, 35, 36, 38], "lotka": 18, "low": [13, 23, 34], "lower": [5, 6, 7, 9, 10, 13, 18, 19, 23, 27, 28], "lowercas": 10, "lowest": 30, "lp": 8, "lp_sol": 25, "lspan": 7, "lstsq": [1, 5, 11, 30, 40], "lu": 5, "lub": 5, "luck": 11, "lucki": 13, "luckili": 13, "lumber": 9, "lump": 6, "lust": 9, "lw": [2, 6, 9, 13, 18, 19], "m": [0, 1, 2, 5, 7, 9, 10, 11, 12, 13, 15, 16, 23, 24, 25, 27, 28, 30, 34, 40], "m0": 2, "m1": 13, "m2": 13, "m_": 2, "mac": 15, "machin": [5, 6, 10, 25, 28, 30, 31, 36, 37, 39, 43], "made": [17, 20, 23, 24, 25, 27, 32, 34, 35], "magenta": [0, 9], "magic": 9, "magnifi": 6, "magnitud": [2, 5, 6, 9, 13, 27, 29, 30, 32], "magnolia": 9, "mahogani": 9, "mai": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13, 15, 16, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 36], "main": [0, 2, 10, 13, 14, 15, 16, 17, 18, 20, 27, 28, 29, 31, 34, 37, 43], "maintain": 26, "maiz": 9, "major": [0, 4, 13, 36], "majorel": 9, "make": [0, 1, 2, 3, 5, 6, 7, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 40, 43], "make_ggnvp": [31, 32, 33], "make_hvp": [31, 32, 33], "make_jvp": [31, 32, 33], "make_vjp": [31, 32, 33], "malachit": 9, "man": 5, "manag": [2, 10, 42], "manate": 9, "mandatori": [0, 15], "mango": 9, "mani": [0, 1, 2, 4, 5, 6, 7, 9, 11, 13, 15, 16, 17, 18, 20, 23, 24, 25, 27, 28, 30, 31, 32, 33, 34, 36, 38, 43], "mania": 9, "manipul": [21, 28], "manner": 13, "manti": 9, "manual": [2, 9, 13, 16, 23, 29, 31, 34], "map": [0, 10, 18], "mapl": [6, 28], "mardi": 9, "markdown": 14, "marker": [0, 9], "market": [8, 26], "markrobrien": 7, "markup": 15, "maroba": [20, 23, 24], "maroon": 9, "mask": [0, 13], "mass": [2, 18, 27, 28], "mass_bal": 2, "master": 36, "mat": 10, "match": [6, 10, 13, 27, 29, 33], "materi": [13, 24, 30], "math": [2, 15, 16, 18, 19, 28, 29, 33, 36, 39, 42, 43], "math55": 2, "mathbf": [5, 27, 28, 29, 30, 31, 32, 34], "mathcad": 12, "mathemat": [2, 5, 6, 10, 13, 14, 15, 16, 17, 27, 29, 33, 34, 36, 43], "mathematica": [6, 28], "mathit": [5, 27], "mathwork": [6, 21, 25], "mathworld": 32, "matlab": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], "matplotlib": [0, 1, 2, 3, 6, 7, 8, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37], "matric": [0, 5, 27, 29, 34], "matrix": [0, 1, 2, 13, 25, 28, 29, 30, 31, 32, 33, 34, 40], "matrix_multipl": 27, "matrix_rank": [27, 28], "matrixlab": 8, "matter": [13, 16, 33], "mauv": 9, "mauvel": 9, "max": [1, 2, 3, 5, 6, 8, 9, 13, 17, 19, 20, 22, 24, 27, 39], "max_epoch": [32, 33], "max_row": 13, "max_step": [7, 19, 31, 40], "max_x_ev": 19, "maxfev": [2, 12, 13, 31], "maxim": [8, 26, 34], "maxima": [8, 9, 13, 19, 22], "maximum": [3, 6, 13, 14, 16, 19, 20, 22, 23, 26, 29], "maxit": 30, "maxwel": 13, "maya": 9, "mayb": [0, 2, 27, 33], "me": [6, 13, 14, 43], "mead": 30, "meadow": 9, "mean": [0, 1, 2, 5, 6, 7, 11, 12, 13, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "meander": 32, "meaning": [24, 33, 34], "meant": [15, 24], "measur": [2, 7, 11, 16, 20, 21, 24, 25, 27, 29, 34, 38], "meat": 9, "mec": 9, "medium": 9, "mediumaquamarin": 9, "mediumblu": 9, "mediumorchid": 9, "mediumpurpl": 9, "mediumseagreen": 9, "mediumslateblu": 9, "mediumspringgreen": 9, "mediumturquois": 9, "mediumvioletr": 9, "meet": [5, 10, 26], "mellon": 36, "mellow": 9, "melon": 9, "melt": 30, "memor": 24, "mental": 6, "menu": 15, "meringu": 9, "merri": [8, 26], "mesg": 12, "meshgrid": [1, 2, 8, 13, 18, 21, 26], "mess": [15, 29], "messag": [0, 17, 18, 19, 22, 23, 24, 25, 26, 29, 30, 31, 32, 34], "met": [0, 2, 8, 10, 13, 23], "metadata": 2, "metal": 9, "methan": 13, "methanol": 13, "method": [0, 5, 10, 11, 15, 19, 21, 22, 24, 25, 26, 28, 29, 30, 31, 32, 34, 36, 38, 39, 40], "method_of_lin": 2, "metric": 25, "mexican": 9, "mfc": 9, "michael": 17, "middl": [13, 22, 23, 34], "midnight": 9, "midnightblu": 9, "midori": 9, "midpoint": 17, "might": [0, 2, 5, 6, 8, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 24, 25, 26, 27, 30, 31, 32, 33, 34], "mikado": 9, "miller": 9, "millimet": 7, "miminum": 13, "min": [1, 2, 5, 6, 7, 8, 13, 16, 17, 18, 20, 22, 23, 24, 28, 39, 40], "mind": [5, 7, 17], "mini": [13, 15], "minim": [3, 8, 17, 29, 30, 31, 34, 36], "minima": [8, 13, 19, 22, 32], "minimim": 24, "minimum": [1, 13, 23, 24, 25, 26, 29, 31], "minmax": 13, "minor": [2, 13, 34], "mint": 9, "mintcream": 9, "minu": [0, 5, 11, 13, 23, 28, 30], "minus_sid": 24, "minut": [2, 6, 23], "miracul": 6, "misc": [20, 23, 24, 25, 32, 33], "mismatch": [5, 13], "miss": 7, "mist": 9, "mistak": [12, 16, 17, 23, 26], "mistaken": 13, "misti": 9, "mistyros": 9, "mitig": 30, "mix": [2, 12, 13, 18, 29], "ml": [2, 12, 32, 39], "mmhg": 13, "moccasin": 9, "mod": 0, "mode": [4, 8, 9, 13, 43], "model": [1, 6, 13, 14, 24, 25, 29, 30, 31, 33, 36, 40, 43], "moder": [24, 27], "modern": [5, 25, 28], "modif": [10, 12], "modifi": [0, 1, 2, 6, 10, 20, 25, 26, 28, 30, 36, 39], "modul": [0, 1, 6, 7, 8, 10, 11, 13, 14, 16, 24, 28, 31, 32, 33, 34, 37, 38, 40, 42, 43], "modulenotfounderror": [1, 7, 11, 12, 13, 24, 37, 38, 42], "modulu": [22, 24], "mol": [1, 2, 6, 7, 11, 12, 13, 16, 20, 21, 23, 28], "mol_ni": 13, "molar": [7, 11, 13, 16, 20, 23, 31], "mole": [6, 11, 16, 21, 23, 28], "molecul": 13, "molecular": 13, "moment": 3, "monei": 26, "monoton": [2, 3, 6], "mont": [11, 24], "moonston": 9, "mordant": 9, "more": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 43], "morrison": 6, "mortuum": 9, "moss": 9, "most": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 38, 42], "mostli": [16, 22, 32], "motiv": [16, 17, 34, 43], "mount": 41, "mountain": 9, "mountbatten": 9, "mous": 15, "move": [0, 9, 13, 15, 28], "moviewrit": 2, "mp4": 2, "mpa": 13, "mpl": [8, 9], "msemac": 2, "msg": [2, 20, 21, 22], "msg00401": 6, "msort": [31, 32, 33], "msu": 9, "mu": [2, 11, 12, 13, 19, 22, 28], "mu_1": 11, "mu_2": 11, "mu_j": 13, "much": [0, 2, 3, 4, 6, 10, 12, 13, 16, 17, 19, 23, 24, 27, 29, 30, 32, 33, 34], "mughal": 9, "mulberri": 9, "multi": [31, 32, 33], "multidimension": [12, 29], "multigrad_dict": [31, 32, 33], "multilin": [10, 15], "multipl": [0, 2, 5, 6, 7, 12, 13, 20, 25, 26, 28, 30, 31, 32, 34], "multipli": [1, 3, 5, 7, 9, 11, 13, 15, 18, 23, 24, 25, 26, 27, 30, 32, 40], "multipoint": 6, "munsel": 9, "murnaghan": [1, 24, 31], "must": [0, 2, 3, 5, 6, 7, 8, 10, 11, 13, 15, 18, 19, 20, 22, 24, 26, 27, 29, 30, 34], "mustard": 9, "mutabl": [0, 26], "mw": 13, "mw1": 13, "mw2": 13, "mxhnil": [2, 12], "mxord": [2, 12], "mxordn": [2, 12], "mxstep": [2, 12], "my": [0, 4, 14, 15, 31, 38], "mya": 0, "myfig": 0, "myfig2": 0, "myfunc": 9, "myod": [0, 1, 2, 13], "myplot": 0, "myrtl": 9, "mysillykw": 0, "n": [0, 1, 2, 5, 6, 7, 9, 10, 11, 12, 13, 16, 17, 18, 20, 21, 22, 23, 24, 27, 28, 29, 30, 31, 32, 33, 34, 38, 43], "n0": 13, "n1": [11, 13], "n2": [11, 13], "n_": 13, "n_j": 13, "n_t": 13, "nabla": 2, "nag": 5, "naiv": 22, "name": [0, 1, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 22, 24, 30, 31, 32, 33, 37, 38, 42], "nameerror": [11, 13, 16, 24, 31, 32, 33, 38], "namespac": [2, 16], "nan": [3, 29], "narrow": [2, 13], "natur": [0, 3, 10, 13, 18, 24, 38], "navajowhit": 9, "navi": 9, "navig": 36, "nbuilt": 5, "nc": 9, "nd": [2, 17, 25, 29, 30], "ndarrai": [12, 15], "ndim": [2, 3, 13, 20], "ndmin": 13, "nearbi": [17, 18, 34], "nearest": 6, "nearli": [11, 13, 27, 28], "necessari": [0, 5, 6, 12, 13, 17, 23, 28, 29, 30, 34], "necessarili": 29, "need": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41], "neg": [0, 2, 3, 5, 7, 8, 10, 11, 13, 19, 20, 24, 26, 28, 29, 32, 33], "neglect": 13, "neglig": [13, 27], "neighbor": [3, 7, 16, 34], "neighborhood": [6, 21], "neither": [3, 5, 6, 13], "nelder": 30, "nelement": 0, "neq": 15, "nervou": 6, "nest": [0, 1], "net": [5, 6, 8, 13, 18, 26], "network": [27, 34], "neural": 34, "neuron": [32, 33], "neval": 14, "never": [0, 2, 10, 19, 20, 27], "nevertheless": [5, 12], "new": [0, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 26, 27, 29, 30, 31, 32, 34, 38], "new_": 2, "new_arr": 17, "new_box": [31, 32, 33], "new_f": 2, "new_x": 2, "newaxi": 5, "newca": 30, "newer": [4, 43], "newli": 17, "newlin": 13, "newt": 30, "newton": 2, "next": [0, 1, 2, 5, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 29, 31, 32, 33, 34], "nfev": [0, 2, 13, 17, 20, 23, 24, 25, 26, 29, 31, 34], "nhere": 6, "ni": [2, 13], "ni3al": 13, "ni_": 13, "ni_3al": 13, "nial": 13, "nice": [0, 2, 5, 6, 10, 20, 31], "nicer": [6, 38], "nich": 10, "nickel": 13, "nikurads": [6, 13], "nintersect": 13, "nist": 11, "nit": [23, 24, 25, 26, 29, 31, 34], "nitrogen": 13, "nitti": 36, "nj": [2, 13], "njev": [17, 23, 24, 25, 26, 29, 31, 34], "nla": 39, "nlinfit": [24, 40], "nlpredict": 40, "nlu": 17, "nmax": 20, "nn": [32, 33], "node": [2, 10, 22, 31, 32, 33, 37], "node22": 5, "node24": 2, "noir": 9, "nois": [6, 13, 34], "noisi": 6, "non": [2, 6, 10, 11, 16, 20, 21, 26, 27, 28, 32, 34], "none": [0, 1, 2, 10, 11, 12, 13, 17, 18, 20, 30, 31, 32, 33, 34], "nonlinear": [0, 3, 6, 8, 11, 13, 17, 23, 27, 28, 30, 33, 34, 39, 40, 43], "nonlinearli": 32, "nor": [2, 5, 13], "norm": [5, 25, 27, 29, 30], "normal": [5, 8, 11, 12, 13, 18, 24, 29, 30, 32, 34], "nose": 9, "notabl": [1, 4, 11], "notat": [0, 2, 6, 13, 14, 15, 17, 32], "note": [0, 1, 2, 5, 6, 9, 10, 11, 12, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 43], "notebook": [4, 36, 37, 41, 43], "noth": [5, 7, 13, 15, 22], "nother": 26, "notic": [9, 12, 13], "notimpl": 11, "now": [0, 1, 2, 3, 6, 7, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 43], "nowher": 32, "np": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40], "npoint": [2, 13], "npr": [32, 33], "nr": 11, "nrh": 5, "nrt": 11, "ns2b": 12, "nsolv": 38, "nsw": 13, "nswap": 5, "nth": [0, 38, 39], "nthe": 6, "nthese": 6, "ntot": 13, "ntstep": 2, "nu": [2, 5, 6, 7, 13, 20, 28], "nu0": 6, "nu_0": [2, 6], "nu_i": 13, "nu_j": 13, "nuclear": 13, "nuj": 13, "null": 11, "num_it": [32, 33], "number": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 40], "numdifftool": [20, 23, 24, 25, 29, 30, 37, 40], "numer": [0, 5, 7, 8, 9, 14, 18, 19, 20, 21, 22, 23, 25, 28, 29, 30, 31, 36, 38], "numericalexpert": 6, "numinput": [2, 13, 31], "numpi": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 37, 43], "numpoint": 3, "numpy_box": [31, 32, 33], "numpy_jvp": [31, 32, 33], "numpy_vjp": [31, 32, 33], "numpy_vspac": [31, 32, 33], "o": [1, 2, 6, 7, 9, 10, 15, 24, 34, 37, 38, 42], "o2": 13, "obei": 2, "obj": [0, 20, 29, 31], "object": [0, 1, 2, 3, 6, 7, 8, 12, 13, 17, 21, 24, 25, 26, 30, 31, 32], "objective1": 33, "objective10": 33, "objective2": [20, 33], "objective3": 33, "objective33": 33, "observ": [13, 15, 30, 33, 40], "obtain": [3, 10, 12, 13, 16, 17, 25, 30], "obviou": [2, 20, 25, 26], "obvious": 25, "occasion": [0, 5, 6, 7, 10, 15], "occur": [2, 6, 13, 17, 19, 20, 28, 32], "ochr": 9, "od": [0, 7, 13, 20, 22, 23, 31, 34, 39, 40], "odd": [3, 11, 13], "odefun": 2, "odefunc": 2, "odeint": [0, 1, 2, 7, 12, 13, 18], "odesolv": 2, "off": [2, 9, 13, 15], "offer": [1, 6], "offset": 32, "often": [0, 1, 2, 3, 5, 9, 10, 11, 12, 15, 16, 19, 23, 24, 25, 29, 30, 31, 32, 34, 38], "ok": [5, 11, 15, 27, 31, 32], "old": [17, 28], "older": [4, 18, 27], "oldlac": 9, "oliv": 9, "olivedrab": 9, "omorjan": 13, "onc": [0, 6, 7, 10, 12, 13, 15, 23, 24, 25, 40], "one": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 40, 43], "ones": [2, 6, 11, 13, 17, 18, 20, 22, 23, 27, 28, 29, 30, 32], "oni": 7, "onli": [0, 1, 2, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 27, 28, 30, 31, 32, 34, 36, 38], "onto": 12, "op": 2, "open": [9, 10, 13, 15], "openopt": 8, "oper": [3, 5, 6, 10, 13, 14, 20, 23, 27, 28, 32, 42], "operand": [0, 27], "opinion": [15, 31, 38], "opportun": [5, 12, 14, 23], "oppos": 28, "opposit": [0, 5, 18, 28, 29, 30], "opt": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "optim": [0, 1, 2, 3, 4, 6, 7, 11, 12, 20, 21, 22, 24, 28, 30, 32, 33, 34, 38, 39, 40, 43], "option": [0, 2, 10, 12, 13, 15, 17, 18, 19, 23, 25, 30, 31, 32, 38], "orang": [0, 9], "orchid": 9, "order": [0, 1, 4, 5, 6, 7, 8, 11, 15, 16, 21, 22, 23, 24, 28, 29, 30, 31, 32, 33, 36, 43], "ordinari": [7, 19, 21], "ordinarili": 10, "org": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 13, 15, 17, 20, 23, 24, 25, 27, 28, 30, 34, 40], "organ": [0, 4, 9, 13, 15], "orient": 8, "origin": [0, 2, 3, 4, 6, 7, 8, 10, 12, 13, 22, 25, 28, 29, 31, 32, 34, 36], "original_count": 15, "orjson": [1, 7, 24, 37, 38, 42], "orlean": 12, "orthogon": 27, "oscil": [2, 13, 20], "oscillatori": [19, 34], "other": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 13, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 36, 41, 43], "otherwis": [6, 13, 20, 31, 32], "otherword": 2, "ounc": 18, "our": [0, 1, 2, 5, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 26, 27, 30, 31, 32, 33, 34, 36], "ourselv": [6, 16, 24, 28, 32], "out": [0, 1, 2, 3, 5, 6, 7, 8, 9, 13, 15, 17, 18, 19, 20, 23, 24, 25, 27, 29, 30, 32, 33, 34, 38], "outer": [5, 13], "outfil": 2, "outlin": 9, "output": [0, 2, 10, 13, 14, 15, 17, 18, 20, 22, 24, 30, 31, 32, 33], "output_shap": [2, 13, 31], "outsid": [2, 13, 15, 19, 33], "outsiz": [32, 33], "over": [0, 3, 4, 6, 9, 10, 11, 13, 16, 17, 18, 19, 20, 21, 23, 27, 30, 31, 34, 43], "overal": 13, "overestim": [3, 6, 16], "overfit": [6, 11, 29, 30, 32, 33], "overflow": 21, "overlai": 18, "overlap": [2, 11, 21], "overshot": 2, "overwrite_ab": 5, "overwrite_b": 5, "own": [6, 9, 27, 29, 41], "oxygen": 13, "oz": 18, "p": [1, 2, 5, 6, 8, 9, 11, 12, 13, 15, 17, 21, 22, 24, 25, 26, 28, 29, 30, 31, 34, 40], "p0": [1, 6, 13, 24, 40], "p0_dist": 24, "p0_mean": 24, "p0_se": 24, "p1": [0, 1, 13, 24, 40], "p1_dist": 24, "p2": [0, 6, 13], "p3": [0, 13, 29], "p4": 0, "p65": 13, "p_": [2, 21], "p_0": [12, 13, 21], "p_1": [2, 21], "p_2": 2, "p_co": 13, "p_co2": 13, "p_h2": 13, "p_h2o": 13, "p_i": [1, 13], "p_n": [2, 21], "p_r": [2, 13, 31], "p_t": 13, "pa": 13, "pa0": 13, "packag": [1, 2, 6, 7, 10, 11, 12, 13, 16, 22, 24, 25, 27, 28, 31, 32, 33, 38, 41, 42, 43], "pad": 0, "page": [0, 13, 16, 31], "pai": [15, 26], "pain": 5, "paint": 9, "pair": [0, 18, 21, 26, 29, 30], "palegoldenrod": 9, "palegreen": 9, "paleturquois": 9, "palevioletr": 9, "panda": [30, 37, 43], "panton": 9, "papayawhip": 9, "paper": [2, 6, 25, 31], "par": [1, 6, 13, 22, 24, 25, 30, 32, 33, 34, 40], "parabol": [22, 28], "parabola": [16, 22], "parallel": [13, 28], "param": [2, 32, 33, 34], "paramet": [0, 2, 6, 7, 11, 15, 17, 19, 20, 21, 22, 25, 29, 31, 32, 33, 40], "parameter": 13, "parametr": [18, 31, 34], "params1": 33, "params10": 33, "params2": 33, "params3": 33, "params33": 33, "paramt": [30, 40], "parenthes": [0, 15], "parguess": 13, "pars": [9, 13], "pars0": 24, "pars1": 13, "pars2": 13, "pars_ci": 24, "part": [0, 2, 6, 10, 13, 15, 17, 21, 24, 26, 30, 32], "parti": [10, 11, 12], "partial": [5, 7, 17, 29, 31, 32, 33], "particip": [5, 28], "particl": 13, "particular": [0, 2, 13, 24, 31, 32, 34], "particularli": 28, "partli": [20, 34], "pass": [0, 2, 6, 10, 11, 12, 15, 17, 19, 21, 23, 26, 31, 40], "past": [10, 19, 38, 43], "pastel": 9, "path": [1, 2, 7, 10, 13, 24, 32, 36, 37, 38, 42], "pathlib": [1, 7, 24, 37, 38, 42], "patholog": 20, "pattern": [0, 10, 11], "payoff": 11, "pb0": 13, "pbrod": [20, 23, 24], "pc": 31, "pc0": 13, "pcov": [1, 6, 13, 24, 25], "pcrc": 13, "pd": [21, 40], "pd0": 13, "pde": 2, "pdepe": 2, "pdf": [2, 4, 6, 7, 16, 24, 29, 34], "pdfnote": 2, "pdrop": 2, "peach": 9, "peachpuff": 9, "peak": 19, "peak1": 13, "peak2": 13, "pellet": 13, "penal": [30, 34], "penalti": 30, "pendulum": 2, "penni": 9, "peopl": [10, 28, 30, 32, 43], "per": [8, 13, 16, 21, 23, 26, 32, 40], "percentag": 0, "perfect": [13, 24], "perfectli": [6, 9], "perform": [0, 2, 3, 6, 7, 8, 11, 14, 16, 17, 20], "perhap": [16, 25, 31], "period": [2, 18, 19, 23, 32, 34], "permut": [5, 33], "perri": 7, "persian": 9, "person": [10, 13], "peru": 9, "peterroel": 34, "pfplambda": 7, "pfpx": 7, "pfpy": 7, "pfr": 2, "pgplambda": 7, "pgpx": 7, "pgpy": 7, "phase": [6, 19, 21], "phd": 34, "phi": [13, 22], "phy": 1, "physic": [2, 6, 7, 12, 29, 30, 32, 34], "physicalquant": 12, "physrevb": 24, "pi": [0, 2, 6, 8, 9, 11, 13, 14, 16, 20, 23, 26, 30, 31, 32, 34], "pick": [2, 13, 18, 19], "piec": [17, 43], "piecewis": 33, "pigment": 9, "pil": 2, "pillow": 2, "pillowwrit": 2, "pind": 33, "pink": 9, "pint": [1, 21, 40], "pip": [11, 13, 24, 41], "pipe": 6, "piv": 5, "pivot": 5, "pj": [6, 13], "place": [0, 3, 6, 13, 15, 16, 17, 21, 23, 30], "plai": 11, "plain": [0, 27], "plan": [4, 33], "plane": [6, 8, 31], "plant": [8, 26], "plate": [2, 22], "plateau": [24, 25], "platform": [10, 37], "pleas": [6, 18], "plethora": 13, "plot": [0, 1, 3, 6, 7, 8, 10, 11, 12, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 39, 43], "plot3": 8, "plot_surfac": [2, 8], "plsq": 1, "plt": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "plu": [0, 11, 13, 23, 30], "plug": [7, 20], "plum": 9, "plus_sid": 24, "pm": [6, 7, 16], "pmd": 11, "pmd44": 11, "png": 0, "po": [2, 13], "point": [0, 1, 3, 5, 7, 10, 11, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 30, 31, 32, 33, 34, 40, 42], "pointbreezepub": [4, 43], "pol": 2, "poli": [6, 9], "poly1d": [6, 21], "poly_from_expr": 6, "polyd": [6, 21, 22], "polyfit": [1, 6, 7, 22, 24, 25, 29, 30, 37, 38, 40, 42], "polyint": [6, 21], "polymath": 13, "polynomi": [1, 3, 13, 16, 20, 22, 34, 40, 43], "polyroot": 29, "polytool": 6, "polyv": [1, 6, 21, 22, 25, 29, 30], "poppi": 9, "popt": [1, 13, 40], "popul": [2, 18], "popular": [14, 33], "portion": [0, 13, 16], "portrait": 19, "posit": [0, 2, 5, 7, 8, 9, 10, 11, 13, 15, 16, 17, 18, 19, 22, 24, 25, 26, 28, 29, 30, 31, 32, 33, 38, 40], "possibl": [0, 2, 7, 10, 11, 13, 15, 16, 18, 20, 21, 23, 24, 26, 27, 29, 30, 31, 32, 33, 34], "possibli": [13, 19, 28], "post": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 34, 35, 43], "potenti": 13, "pow": 0, "powder": 9, "powderblu": 9, "power": [0, 6, 17, 28, 29], "poynomi": 16, "ppar": [6, 21], "ppf": [1, 11, 24, 30], "pprint": 6, "pr": [2, 13, 31], "pr_eval": 31, "pr_span": 31, "practic": [0, 5, 6, 11, 13, 14, 15, 16, 17, 19, 21, 25, 30, 32, 34, 36], "prandlt": 6, "prb": [1, 24], "prealloc": [2, 10], "precis": [0, 2, 3, 5, 13, 15, 16, 24, 30, 32], "pred": [1, 32, 33], "pred_interv": [11, 24], "pred_s": 40, "predict": [1, 3, 6, 11, 13, 25, 29, 33, 34, 40], "prediction_interv": 40, "predominantli": 26, "prefer": [0, 2, 4, 7, 17, 20, 23, 24, 27, 38], "prefix": [10, 15], "prepend": 2, "prescrib": [2, 5, 36], "present": [4, 6, 9, 15, 21], "preserv": 4, "press": 15, "pressur": [2, 6, 11, 21, 22, 24, 28], "pretti": [1, 2, 6, 7, 11, 12, 13, 16, 17, 20, 22, 23, 24, 30, 31, 32, 34, 36], "prevent": [2, 13], "previou": [0, 2, 4, 5, 6, 11, 12, 13, 15, 26, 31, 32], "previous": [2, 4, 13, 20, 25, 28, 30, 32, 33], "prfh": [2, 13], "primari": 0, "primarili": 5, "primit": [31, 32, 33], "primitive_with_deprecation_warn": [31, 32, 33], "principl": [7, 11, 34], "print": [1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 37, 40], "printmessg": [2, 12], "printopt": [15, 27, 30], "prior": 10, "pro": 23, "probabl": [0, 2, 3, 6, 8, 10, 11, 13, 16, 19, 20, 21, 22, 23, 29, 30], "problem": [0, 1, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14, 15, 16, 17, 18, 19, 23, 24, 25, 26, 27, 29, 30, 31, 32, 34, 36, 40, 43], "problemat": 25, "proce": 7, "process": [6, 7, 8, 9, 13, 14, 17, 23, 36, 43], "processor": [10, 37], "prod": [5, 6, 13, 29], "prod_": 6, "produc": [3, 8, 22, 23, 26], "product": [0, 6, 7, 8, 10, 13, 17, 23, 28, 29, 31], "profil": 2, "profit": [8, 26], "profit_arrai": 23, "program": [0, 2, 14, 15, 16, 30, 31, 36, 38, 39, 43], "programm": 38, "progress": [7, 20, 21, 29, 38], "progress_callback": 2, "project": [1, 2, 4, 8, 25, 43], "promis": 12, "prone": 13, "proof": 31, "prop_cycl": 9, "propag": [13, 24, 34], "properli": [6, 12, 13], "properti": [5, 8, 13, 22, 24, 25, 29, 30, 31, 33, 34], "proport": [13, 25, 30], "proportion": 30, "propos": [5, 13, 28], "prototyp": 31, "prove": [19, 30], "proven": 16, "provid": [0, 1, 2, 5, 6, 7, 8, 10, 11, 13, 14, 15, 16, 17, 19, 20, 22, 23, 24, 25, 26, 30, 31, 32, 33, 34, 38, 40, 41, 42], "proxi": [8, 24, 26], "pseudo": 31, "pseudorandom": 11, "psi": [6, 21], "pt": [10, 11], "ptotal": 13, "publicli": 42, "pull": 32, "punctuation_p": 10, "pure": 13, "purist": 5, "purpl": 9, "purpos": [15, 16, 17, 34], "put": [0, 2, 5, 9, 10, 11, 12, 13, 15, 16, 19, 25, 26, 28, 30], "pv": [11, 31], "pvap": 13, "py": [0, 1, 2, 3, 5, 6, 7, 9, 10, 13, 14, 16, 20, 21, 22, 23, 24, 27, 28, 29, 31, 32, 33, 37, 38, 42], "pycs": [1, 7, 10, 14, 24], "pycse___python_computations_in_science_and_engin": 10, "pydstool": 2, "pypi": [11, 12, 25], "pyplot": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "pysundi": 2, "python": [1, 3, 4, 7, 8, 11, 15, 20, 22, 24, 26, 27, 28, 30, 32, 33, 36, 38, 39, 41, 42], "python3": [0, 1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "python_build": [10, 37], "python_unit": 12, "python_vers": [10, 37], "pythonhost": [11, 12], "pytorch": [31, 34], "q": [2, 13, 17, 27], "q_": 2, "q_1": 2, "q_2": 2, "q_n": 2, "qb": 13, "qc": 13, "qi": 2, "qrmethod": 29, "qtf": [0, 20], "quad": [0, 7, 13, 14, 16, 17, 20, 21, 22, 31, 38], "quadrat": [11, 16, 20, 29, 34], "quadratur": [6, 34], "qualit": 2, "qualiti": [13, 22, 30, 34, 43], "quantif": 43, "quantifi": 34, "quantit": [2, 19, 23, 34], "quantiti": [3, 7, 10, 11, 13], "question": [2, 6, 7, 24], "quick": 0, "quicki": 13, "quickli": [14, 21], "quit": [10, 17], "quiver": [2, 18], "quot": 13, "quotechar": 13, "r": [0, 1, 2, 3, 5, 6, 8, 9, 10, 11, 13, 15, 16, 17, 18, 20, 21, 22, 25, 27, 30, 31, 32, 33, 34, 40], "r2": 11, "r_": 2, "r_1": [2, 28], "r_2": [2, 28], "r_a": [2, 7, 13, 16, 20], "r_b": 13, "r_n": 2, "ra": [5, 11, 13, 16], "rabbit": 18, "race": 9, "rad": 9, "radiu": [2, 13, 26], "radovan": 13, "raf": 9, "rais": [2, 3, 6, 10, 12, 13, 16, 27, 28, 31, 32, 33, 38], "raman": [9, 10], "ramp": 2, "ran": 10, "rand": 29, "randint": 11, "randn": [32, 33], "random": [0, 6, 21, 24, 27, 29, 30, 31, 32, 33, 34], "randomli": 33, "randomst": [32, 33], "rang": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 20, 21, 22, 23, 24, 27, 28, 30, 31, 32, 33, 34], "rank": [1, 11, 13, 28, 30], "rankin": [6, 21], "raphson": 2, "rare": [5, 16, 34], "raspberri": 9, "rate": [2, 6, 7, 11, 13, 16, 18, 20, 23, 28, 32, 34], "rather": [5, 8, 10, 19, 32, 34], "ratio": 13, "raw": [1, 13], "rawl": [5, 13, 28], "rb": 13, "rbf": 33, "rc_context": 9, "rcond": [1, 11, 30], "re": [1, 2, 6, 10, 11, 13, 14, 22, 25, 31], "re1": 6, "re2": 6, "reach": [2, 12, 13, 17, 18, 19, 20, 25, 32, 33], "reactant": [5, 13, 22, 28], "reaction": [1, 2, 6, 11, 16, 22, 23, 27, 30], "reactor": [5, 6, 7, 11, 20, 23, 28], "read": [0, 2, 3, 4, 6, 9, 10, 11, 15, 17, 18, 19, 25, 32, 36, 40, 43], "read_csv": 40, "read_gsheet": [1, 7, 24, 37, 38, 40, 42], "readabl": [0, 6, 13, 15, 18, 28], "readi": [13, 18, 22, 24, 31, 32], "readili": [1, 6, 29, 31, 36], "readlin": 13, "readthedoc": [15, 34], "real": [3, 6, 7, 11, 13, 21, 24, 29, 32, 38], "realiti": 3, "realiz": 24, "realli": [0, 2, 8, 11, 13, 24, 26, 27, 30], "rearrang": 28, "reason": [1, 2, 6, 7, 13, 15, 16, 17, 19, 20, 22, 25, 26, 27, 28, 30, 33, 34], "rebeccapurpl": 9, "recal": [2, 5, 13, 16, 24, 25, 26, 28, 29, 34], "receiv": 11, "recent": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 22, 24, 26, 27, 28, 31, 32, 33, 37, 38, 42], "recip": 11, "recogn": [6, 26, 32], "recommend": [16, 17, 25], "recomput": 16, "reconsid": 12, "record": [13, 17], "recov": 7, "recreat": 19, "rectangl": 9, "recurs": 10, "recursive_factori": 10, "recursive_sum": 10, "red": [5, 8, 9, 10, 13, 15, 19], "redefin": 15, "reder": 12, "redirect": 10, "reduc": [0, 2, 6, 12, 13, 25, 28, 30, 31, 32], "reduced_form": [5, 28], "reduct": 30, "redwood": 2, "reevalu": 6, "ref": 13, "refer": [0, 1, 2, 3, 5, 6, 9, 10, 13, 15, 23, 27, 28], "referenc": 31, "refin": 2, "reflect": [30, 31, 34], "reform": 13, "reformul": [7, 32], "regex": 10, "regexp": 10, "regim": 6, "region": [2, 6, 9, 16, 21, 22, 32, 33], "regress": [7, 11, 23, 29, 37, 38, 39, 40, 42, 43], "regular": [13, 18, 32], "regularli": 18, "rel": [2, 6], "relat": [6, 11, 13, 16, 24, 25, 27, 28, 29, 31, 32, 34], "relationship": [5, 8, 13, 25], "relax": 32, "releas": [6, 10, 16, 28, 37], "relev": [0, 6, 11, 13, 16, 23, 25, 29, 31], "reli": [3, 5, 6, 16, 17, 24, 25, 30, 31, 32, 34], "reliabl": [13, 16, 27, 29, 32], "remain": [4, 30], "remark": [20, 27, 32, 43], "rememb": [0, 9, 11, 14, 15, 16, 17, 19, 22, 23, 25, 27, 28, 30, 33, 38], "remind": [13, 27], "remov": [6, 16, 20, 23, 24, 28, 30], "render": [14, 15], "reorder": 28, "repeat": [2, 11, 17, 19, 20, 22, 24, 26], "repeatedli": 10, "replac": [0, 4, 10, 13, 15, 16, 31, 32], "report": [9, 13, 36, 43], "repositori": 41, "repr": [0, 2], "repres": [0, 2, 5, 6, 10, 13, 16, 18, 22, 25, 28, 31, 34], "represent": [3, 6, 28, 32, 33], "reproduc": [13, 23, 24, 30, 31], "reproducibli": 13, "request": [2, 13], "requir": [0, 2, 5, 6, 7, 8, 10, 12, 13, 14, 15, 16, 17, 18, 20, 22, 24, 25, 26, 28, 30, 31, 32, 34, 36], "rerun": 15, "resampl": 6, "rescal": [10, 12, 13, 29], "rescu": 9, "research": [14, 32], "resembl": 28, "reserv": 8, "reservoir": 2, "reshap": [0, 13, 32, 33], "resid": [15, 28, 32], "residu": [2, 11, 22, 30, 32, 34], "resiz": 2, "resolv": [2, 13], "resort": [16, 21], "resourc": 34, "respect": [7, 24, 31], "rest": [13, 25, 38], "restart": 15, "restrepo": 2, "result": [0, 2, 5, 6, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 24, 25, 27, 28, 29, 31, 32, 34, 38], "result_t": 27, "retriev": [13, 26], "retstep": [17, 19, 22, 28, 31, 34], "return": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 38, 40], "reus": [12, 15, 16, 19], "rev": 1, "revers": [0, 2, 3, 5, 10, 19, 24, 29], "reversibli": 13, "review": [16, 17, 19, 20, 27, 32, 33, 34, 36], "rewrit": [2, 7, 13, 26, 32], "rho": [2, 13], "rho0": 2, "rhythm": 19, "ri": 2, "right": [2, 5, 6, 8, 13, 14, 15, 16, 17, 18, 19, 20, 22, 24, 25, 27, 28, 29, 30, 31, 33, 34, 36], "rightarrow": [6, 13, 28], "rightleftharpoon": 13, "rigor": 31, "rise": [18, 34], "risk": 6, "riski": 13, "rk": 17, "rlist": 14, "rm": 6, "rmse": [1, 33], "rmse_test": 33, "rmse_train": 33, "ro": [1, 2, 7, 8, 13, 19, 23, 31, 33], "robust": [12, 13, 16], "rod": 2, "role": 33, "roll": [11, 27], "romb": 6, "rood": [8, 26], "roodag": [8, 26], "room": 12, "root": [0, 2, 6, 13, 15, 20, 21, 23, 24, 31, 34], "root1": 13, "root2": 13, "rose": 9, "rosybrown": 9, "rotat": 29, "roughli": [4, 5, 11, 13, 30], "round": [6, 24], "roundoff": 28, "routin": [0, 1, 5, 16, 27], "row": [2, 17, 18, 19, 22, 27, 28, 29, 32, 33, 40], "row2": 5, "row3": 5, "row_stack": [0, 2, 5], "royalblu": 9, "rref": [5, 28], "rspan": 13, "rsq": [1, 30], "rsquar": 40, "rt": [13, 31], "rtol": [2, 12, 17], "rubi": 9, "rule": [7, 13, 16, 17, 27, 31], "run": [2, 6, 7, 10, 11, 13, 14, 17, 19, 20, 21, 22, 32, 34, 39, 43], "run1": 10, "run2": 10, "run_ord": 11, "runner": 10, "runtim": 2, "runtimeerror": 10, "runtimewarn": [7, 13, 21, 29, 38], "rw": 34, "rx": 23, "rxn": 13, "ry": 23, "ryb": 9, "s0": 18, "s010876730302186x": 6, "s046": 2, "s1": [11, 13], "s2": [11, 13], "s2018": 29, "s23": 13, "s28": 13, "s2a": 12, "s2b": 12, "s3": 13, "s4": 13, "s41": 13, "s8": 13, "s_": 31, "s_29815_co": 13, "s_29815_co2": 13, "s_29815_h2": 13, "s_29815_h2o": 13, "s_a": 18, "s_a0": 18, "s_b": 18, "s_b0": 18, "s_co": 13, "s_co2": 13, "s_ga": 13, "s_h2": 13, "s_h2o": 13, "s_liq": 13, "s_x": 18, "saddl": 29, "saddlebrown": 9, "sae": 9, "safe": [2, 6, 23, 28], "saffron": 9, "sai": [0, 2, 3, 6, 8, 10, 11, 13, 18, 19, 20, 22, 23, 24, 25, 26, 30, 31, 32, 34], "said": [13, 27], "sake": 8, "sall": 9, "salmon": 9, "salt": [2, 18], "same": [0, 2, 5, 6, 8, 9, 10, 11, 12, 13, 17, 18, 19, 23, 25, 26, 27, 28, 29, 31, 32, 33, 40], "sampl": [3, 11, 13, 16, 24, 31, 40], "sand": 9, "sandler": 13, "sandybrown": 9, "sapphir": 9, "sat_liquid1": 13, "sat_liquid2": 13, "satisfi": [8, 13, 14, 26, 29], "satur": [13, 32, 33], "save": [0, 2, 10, 12, 14, 17], "save_al": 2, "savefig": [0, 2], "savefig_kwarg": 2, "saw": [2, 14, 34], "sb": 34, "scalabl": 23, "scalar": [0, 3, 5, 6, 12, 13, 20, 28, 31], "scale": [12, 13, 27, 29, 30, 32, 33, 34, 40], "scarlet": [9, 12], "scheme": [3, 6], "sci": 6, "scienc": [4, 24, 30, 31, 36], "scientif": [0, 12, 14, 15, 16, 36, 40, 43], "scientificpython": 12, "scientificpythonmanu": 12, "scikit": [2, 30, 34], "scipi": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 18, 19, 20, 21, 22, 24, 27, 28, 29, 30, 31, 32, 34, 37, 38, 43], "scope": [15, 32, 34], "scratch": 15, "screen": 10, "script": [0, 6, 13], "se": [1, 11, 24, 29, 30, 40], "sea": 9, "seagreen": 9, "search": [10, 23], "seashel": 9, "seawe": 9, "sec": [5, 6, 13, 27], "second": [0, 3, 5, 6, 7, 13, 15, 16, 17, 18, 22, 24, 27, 28, 29, 31, 32, 34, 38], "section": [0, 2, 6, 10, 11, 13, 15, 16, 17, 19, 31, 32, 34], "section4": 11, "see": [0, 1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 35, 36, 40, 41], "seed": [8, 26, 30], "seek": [7, 8, 13, 18, 19, 20, 23, 25, 26, 30, 31], "seem": [0, 2, 7, 9, 10, 11, 12, 13, 15, 19, 20, 27, 28, 31], "seemingli": 28, "seen": [1, 10, 12, 22, 23, 30], "segment": [2, 3, 13], "select": [0, 2, 6, 7, 15, 16], "self": [0, 2, 10, 13], "semi": [16, 22], "semilogx": 30, "semster": 22, "send": 15, "sens": [0, 1, 5, 16, 24, 26, 30, 31, 32, 34, 36], "sensit": [2, 6, 25, 28], "sent": 15, "separ": [0, 1, 2, 9, 13, 15, 17, 22], "sequenc": [2, 13, 32], "seri": [19, 21, 31, 32, 43], "serr": 24, "serv": [15, 30, 32], "server": 15, "session": 41, "set": [0, 1, 2, 6, 7, 10, 11, 12, 13, 15, 17, 19, 20, 22, 23, 24, 26, 28, 29, 30, 31, 32, 33, 34, 40], "set_color": 9, "set_fontnam": 9, "set_fonts": 9, "set_fontweight": 9, "set_linestyl": 9, "set_linewidth": 9, "set_printopt": [15, 30, 32], "set_titl": 2, "set_xdata": 2, "set_xlabel": [1, 2, 11], "set_ydata": 2, "set_ylabel": [1, 2, 9], "set_zlabel": [1, 2], "setp": 9, "settl": 19, "setup": [3, 5, 7, 8, 11, 13, 26, 30, 34, 37], "seven": [19, 30], "sever": [0, 2, 7, 10, 11, 13, 14, 15, 16, 17, 20, 28, 29, 30, 31, 32, 34, 40, 42], "shacham": 13, "shade": [9, 13], "shadow": 15, "shape": [0, 2, 5, 6, 12, 13, 14, 17, 18, 20, 22, 27, 30, 31, 32, 33, 34, 40], "shape_bas": 13, "share": [2, 22, 40], "sharp": 29, "she": 15, "sheet": [40, 43], "sheffieldml": 34, "shift": [9, 14, 15, 28], "shimmer": 9, "shomat": 13, "shomateg": 13, "shomatel": 13, "shoot": 13, "short": [6, 8, 17, 28, 34, 43], "shorter": [6, 10, 16, 28], "shortest": 8, "shortli": 32, "shot": 7, "should": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 26, 27, 28, 29, 31, 32, 33, 34, 36, 40, 41], "show": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 13, 14, 16, 18, 19, 21, 22, 24, 25, 28, 29, 32, 43], "shown": [6, 8, 12, 13, 31, 32], "shrinka": 9, "shrinkb": 9, "shuffl": 33, "si": 13, "side": [2, 5, 13, 14, 23, 24, 26, 30, 31], "side_area": 26, "side_cost": 26, "sienna": 9, "sigma": [1, 6, 11, 24, 30, 34], "sigma2": [1, 11, 30], "sigma_b": 34, "sigma_f": 34, "sigma_n": 34, "sigma_v": 34, "sigmad": 6, "sigmaf": 34, "sigmoid": [6, 32], "sign": [0, 2, 7, 13, 17, 20, 23, 28, 29], "signatur": [5, 17, 18, 23, 27, 40], "signific": [0, 1, 5, 6, 10, 11, 24, 25, 26], "significantli": [6, 13, 17], "sigular": 2, "silico": 6, "silver": 9, "similar": [1, 2, 5, 6, 9, 10, 13, 15, 20, 23, 25, 28, 32, 33, 34, 38], "similarli": [0, 18, 30, 34], "simp": [6, 22], "simpl": [0, 1, 3, 5, 7, 10, 12, 13, 16, 20, 24, 28, 31, 34], "simpler": [6, 7, 10, 32, 43], "simplest": [0, 11, 18, 20, 25], "simpli": [0, 2, 5, 6, 7, 10, 11, 13, 15, 16, 17, 19, 20, 24, 26, 29, 30, 31, 34, 38], "simplic": [6, 13, 32], "simplifi": [2, 10, 12, 27], "simpson": [17, 22], "simtk": 12, "simul": [11, 18, 24], "simultan": [27, 31], "sin": [0, 2, 6, 8, 9, 14, 17, 20, 21, 22, 27, 30, 31, 32, 33, 34], "sinc": [0, 1, 2, 3, 5, 8, 10, 11, 13, 15, 16, 17, 18, 19, 20, 22, 26, 27, 28, 29, 30, 31, 34], "singl": [0, 3, 5, 6, 10, 11, 12, 13, 16, 18, 19, 20, 32, 33], "singular": [5, 7, 13, 16, 20, 27, 32], "singular_valu": 30, "site": [1, 2, 6, 7, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "situat": [2, 6, 11, 20], "sixteen": 6, "size": [0, 5, 6, 8, 9, 10, 11, 13, 17, 24, 27, 32, 34, 40], "size_inch": 9, "skeptic": 11, "skew": [25, 27], "skill": [14, 25], "skip": [0, 28, 38], "skiplin": 13, "skiprow": [11, 13], "sky": 9, "skyblu": 9, "slab": [2, 22], "slate": 9, "slateblu": 9, "slategrai": 9, "slategrei": 9, "slice": [6, 16, 43], "slideshowdefin": 2, "slight": 11, "slightli": [2, 3, 6, 10, 11, 13, 28, 29], "slip": [2, 22], "sliq": 13, "slope": [1, 2, 11, 13, 17, 20, 24, 28, 30, 34], "slope1": 1, "slope2": 1, "slow": [0, 5, 6, 10, 32], "slower": [6, 13], "slowli": [16, 34], "slsqp": 25, "small": [0, 1, 2, 5, 6, 7, 11, 13, 14, 15, 17, 20, 22, 23, 24, 25, 27, 28, 30, 32, 34], "smaller": [0, 2, 10, 11, 13, 20, 25, 30], "smallest": [5, 13, 26, 28, 29, 40], "smart": 28, "smith": [9, 25], "smooth": [13, 29, 32, 34], "smoothli": 6, "smp": [10, 37], "snow": 9, "so": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 38, 42, 43], "sol": [0, 2, 7, 11, 12, 13, 17, 18, 19, 22, 23, 24, 25, 26, 29, 30, 31], "sol1": 12, "sol2": [18, 19], "sol3": [12, 18], "sol4": 18, "solid": 36, "soln": 2, "solut": [0, 5, 6, 7, 8, 11, 12, 13, 14, 16, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 40], "solv": [0, 1, 3, 4, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 25, 26, 28, 29, 30, 31, 34, 36, 38, 40], "solve_bvp": [2, 28], "solve_ivp": [2, 7, 18, 19, 23, 31, 40], "solvent": 2, "solver": [4, 5, 6, 7, 8, 13, 17, 18, 19, 20, 22, 25, 30, 31, 40], "some": [1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 42, 43], "somehow": 9, "someth": [0, 2, 6, 9, 10, 14, 15, 19, 24, 25, 26, 30, 34], "sometim": [1, 2, 9, 10, 13, 15, 16, 20, 21, 25, 26, 27, 28, 29, 31, 32], "somewhat": [0, 2, 3, 7, 8, 10, 16, 23, 34, 38], "somewher": [10, 16, 23, 33], "sophist": [0, 16, 24, 25, 29, 30, 34], "sort": [9, 13, 29, 31, 32, 33], "sort_perm": [31, 32, 33], "sorted_": 29, "sorted_v": 29, "sourc": [0, 4, 11, 13], "sourcehtml": 2, "sp": [13, 16, 34], "sp02": 2, "space": [0, 2, 6, 8, 9, 13, 14, 15, 16, 18, 20, 22, 26, 31, 32, 33], "spacetim": 2, "span": [2, 13, 19], "sparkl": 9, "spars": [28, 34], "sparsif": 30, "sparsifi": 30, "spatial": 2, "speak": 6, "speci": [2, 5, 6, 16, 18, 28, 31], "special": [2, 6, 7, 10, 11, 13, 14, 16, 20, 27, 34], "specif": [0, 6, 11, 13, 15, 18, 21, 23, 24, 25, 28, 30, 32], "specifi": [0, 2, 6, 7, 8, 9, 11, 13, 15, 16, 17, 20, 22, 26, 28, 29, 30, 32, 40], "spectrum": 9, "speed": [0, 6, 15], "spend": 26, "spent": [8, 26, 34], "sphere": [13, 16], "spheric": 13, "spiral": 19, "spline": [13, 29, 34], "split": [0, 2, 9, 10, 13, 16, 18, 25, 30, 34], "sponsor": 43, "spread": 34, "spreadsheet": 42, "spring": [9, 22], "springgreen": 9, "sqrt": [0, 1, 6, 8, 11, 13, 15, 16, 18, 20, 24, 27, 30, 34, 38], "squar": [0, 5, 15, 20, 24, 25, 28, 30, 32, 34, 40], "srxn_29815": 13, "ss_err": [1, 30], "ss_tot": [1, 30], "sse": [1, 30, 32], "sserr": 11, "ssol": 2, "sstot": 11, "st": [1, 2, 11, 30], "stabil": 19, "stabl": [2, 15, 32, 34], "stack": [0, 2, 11, 30], "stacklevel": [6, 16, 28], "stai": [15, 43], "stand": 30, "standard": [1, 2, 7, 10, 11, 12, 16, 23, 24, 25, 30, 32, 40], "start": [0, 2, 4, 5, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 22, 24, 25, 27, 28, 30, 31, 32, 33, 34, 36, 38], "startswith": 10, "stat": [1, 11, 24, 25, 30], "state": [1, 2, 18, 19, 24], "statement": [6, 10, 11, 13], "stationari": [2, 22, 29], "statist": [0, 24, 34, 43], "stattrek": 11, "statu": [0, 17, 20, 22, 23, 24, 25, 26, 29, 31, 34, 39], "std": [11, 21, 24, 30, 40], "std_x": [11, 24], "stdout": 10, "steadi": [2, 13, 18, 19], "steel": [9, 16], "steelblu": 9, "step": [2, 8, 10, 11, 13, 16, 17, 19, 20, 24, 26, 29, 31, 32, 33, 34, 38], "step_siz": [32, 33], "stepsiz": 17, "stick": 32, "still": [2, 3, 4, 5, 8, 11, 12, 13, 15, 18, 19, 24, 25, 26, 30, 31, 34, 43], "stir": [2, 13], "stoichiometr": [5, 13, 28], "stoichiometri": 13, "stoichometr": [5, 28], "stop": [2, 8, 19, 20, 23, 32, 33, 38], "stopiter": [2, 10], "storag": [8, 26], "store": [0, 2, 8, 10, 11, 12, 13, 16, 17, 26, 29], "storm": 9, "str": [0, 10, 13], "straight": [16, 23, 25], "straightforward": [0, 2, 6, 17, 25, 34], "straightfoward": 28, "strain": 31, "strang": [3, 32], "strategi": [6, 9, 11, 19, 26, 31], "stream": 18, "stretch": 29, "strictli": 5, "string": [4, 6, 10, 14, 16, 26], "strongli": 13, "structur": [10, 11, 26, 28, 31], "stt": 13, "student": [1, 11, 24, 30, 40], "studi": [2, 19, 32], "stuff": 10, "style": [0, 4, 5, 10, 13], "sub": [6, 10], "subdiagon": 5, "subdivis": 16, "subgroup": 10, "subject": [8, 13, 26, 31], "subplot": 11, "subplots_adjust": 2, "subrang": 16, "subroutin": 5, "subsect": 0, "subsequ": 20, "substanti": [13, 34], "substitut": 12, "subtl": [3, 6, 10, 27, 31, 32], "subtleti": [13, 20], "subtli": 16, "subtract": [0, 5, 7, 13, 14, 23], "succe": [20, 32], "success": [0, 17, 19, 23, 24, 25, 26, 29, 31, 32, 34], "successfulli": [1, 2, 3, 8, 13, 17, 18, 19, 23, 24, 25, 26, 28, 29, 30, 31, 34], "suffic": 32, "suffici": [7, 20, 38], "sugar": 34, "suggest": [2, 5, 13, 25, 26, 30, 32, 33], "suitabl": [4, 26, 30], "sum": [0, 6, 7, 11, 13, 15, 16, 17, 24, 26, 28, 29, 30, 32, 34], "sum_": [15, 28, 32], "sum_i": [13, 34], "sum_nu_j": 13, "sume": 13, "summar": 31, "sunburst": 9, "sup": 26, "super": 32, "superdiagon": 5, "superimpos": 34, "superior": 9, "support": [0, 2, 12, 26], "suppos": [0, 1, 2, 3, 6, 7, 8, 10, 13, 14, 15, 16, 18, 20, 24, 25, 26, 28, 30], "suppress": [15, 27, 30, 32], "sure": [0, 2, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 19, 22, 23, 26, 28, 34, 36, 38], "surfac": [13, 16, 22], "surpris": [10, 12, 15, 26], "surprisingli": [6, 32, 34], "suspect": 31, "sv": [29, 34], "svap": 13, "svd": 5, "swap": [5, 27], "swing": 30, "sx": 2, "sy": [10, 19, 37], "symbol": [2, 10, 28, 30], "symmetr": [2, 22, 25, 27, 29], "symmetri": 32, "sympi": [2, 5, 6, 28, 37], "syntact": 34, "syntax": [0, 2, 3, 5, 6, 9, 10, 12, 13, 15, 17, 18, 20, 21, 32, 38], "syntaxerror": 15, "system": [1, 5, 6, 7, 10, 13, 19, 22, 25, 27, 28, 30, 31, 37, 43], "systemat": [11, 16, 32], "t": [0, 1, 2, 4, 5, 6, 7, 9, 10, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 40], "t0": [6, 12, 13, 17, 27], "t1": [0, 2, 13], "t2": [2, 13], "t23": 13, "t4": 13, "t41": 13, "t94": 11, "t95": 11, "t_": [2, 13], "t_1": 2, "t_a": 2, "t_b": 2, "t_bubbl": 13, "t_eval": [17, 18, 19, 40], "t_event": [7, 17, 19], "t_h": 13, "t_i": [2, 15], "t_mu": 11, "t_multipli": 11, "t_n": 2, "t_r": [13, 31], "t_sigma": 11, "t_span": 17, "tab": [1, 15], "tabl": [9, 11, 16, 24, 26], "tabul": 16, "tail": [11, 13], "take": [0, 2, 5, 7, 8, 9, 10, 11, 12, 13, 17, 19, 20, 23, 24, 25, 27, 31, 32, 34, 36, 38], "takeawai": 31, "talk": [16, 28, 29], "tan": 9, "tangent": [8, 20], "tangerin": 9, "tango": 9, "tanh": [13, 32], "tank": [2, 6, 11, 13, 18], "target": [2, 11], "task": [19, 23], "tau": [12, 15, 28], "tau_sol": 12, "taught": [5, 36], "tauguess": 12, "taup": 9, "tauspan": 12, "tb1": 6, "tbubbl": 13, "tc": [13, 31], "tc1": 6, "tcrc": 13, "tcrit": [2, 12], "te": 19, "teach": [3, 43], "teal": 9, "tech": 6, "technic": [25, 31, 33], "techniqu": [1, 6], "technologi": 31, "tediou": [0, 9, 10, 12, 13, 16, 17, 21, 23], "tedium": 13, "tell": [1, 3, 5, 6, 13, 16, 17, 18, 19, 21, 22, 24, 26, 29, 31, 33, 43], "tempdir": 10, "temperatur": [2, 6, 11, 12, 20, 21], "templat": 0, "tempor": 2, "temporarili": [9, 15, 43], "ten": [7, 20, 21, 29, 38], "tend": [6, 13, 29, 30], "tensor_jacobian_product": [31, 32, 33], "tensorflow": 34, "term": [1, 2, 6, 11, 12, 13, 17, 21, 28, 30, 32, 34], "term1": 17, "term2": 17, "termin": [1, 3, 7, 8, 10, 13, 17, 23, 24, 25, 26, 29, 30, 31, 34], "terpconnect": 13, "terra": 9, "test": [0, 2, 6, 10, 11, 12, 30, 31, 34], "test_i": 33, "test_ind": 33, "test_x": 33, "testdata": [1, 10], "tetrachlorid": 13, "teval": [18, 19], "text": [2, 10, 11, 14, 15, 16, 18], "textcoord": 9, "tf": 6, "tf1": 6, "tfinal": [2, 6], "tfirst": 2, "tfit": [1, 30], "tguess": [2, 12, 13], "th": [0, 2, 7, 16, 21, 29, 30, 43], "than": [0, 2, 4, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40, 43], "thank": 13, "the_rung": 17, "thefunc": [2, 13, 31], "thei": [0, 2, 4, 5, 6, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 43], "them": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "themselv": 10, "theori": [1, 13, 20, 25], "therefor": 13, "thermo": 13, "thermodynam": [6, 13, 21, 24], "thesi": 34, "theta": [2, 8, 27], "theta0": 2, "thi": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 40, 42], "thick": [2, 9], "thiel": 22, "thing": [0, 3, 5, 9, 10, 13, 15, 17, 20, 26, 27, 29, 31, 32, 33, 34, 43], "think": [0, 2, 3, 6, 12, 14, 15, 19, 22, 23, 28, 30, 31, 32, 33, 34, 36], "third": [0, 5, 6, 10, 11, 12, 13, 16, 17, 18, 31, 32, 38], "thistl": 9, "thoroughli": 30, "those": [0, 2, 4, 6, 7, 10, 11, 12, 13, 16, 18, 20, 21, 23, 26, 31, 34], "though": [2, 6, 8, 10, 12, 13, 16, 19, 21, 23, 24, 26, 27, 29, 30, 31, 32, 34, 36, 38], "thought": [6, 24], "three": [0, 5, 7, 8, 12, 13, 14, 15, 17, 20, 24, 25, 28, 32, 33, 34, 43], "through": [2, 6, 10, 11, 16, 19, 22, 24, 25, 29, 30, 31, 38, 41], "throughout": 2, "thu": [0, 2, 5, 13, 32], "thulian": 9, "tick": [9, 19], "tick_param": 22, "tight_layout": [9, 11], "tighten": [2, 13], "tighter": 26, "tild": [13, 27], "time": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 20, 21, 22, 23, 25, 27, 28, 29, 30, 31, 32, 34, 36, 38, 39, 43], "timeit": 21, "times10": 13, "timespan": 18, "tini": 13, "tintens": 13, "titl": [0, 2, 3, 6, 9, 11, 13, 19, 20], "tl": 9, "tmax": [0, 13], "tmin": [0, 13], "tmp": [0, 2, 3, 5, 6, 7, 9, 13, 14, 16, 20, 21, 22, 23, 24, 29, 38], "todai": [2, 4, 5, 6, 7, 9, 10, 12, 13, 14, 15, 17, 19, 22, 23, 24, 25, 27, 29, 31, 32, 33, 34], "todo": [31, 32, 33], "togeth": [7, 9, 10, 13, 16, 23, 27, 28, 32, 34], "tol": [20, 25, 26], "toler": [5, 6, 13, 17, 19, 20, 23, 25, 26, 27, 31, 32, 33, 40], "tolist": 5, "toluen": 13, "tomato": 9, "too": [0, 1, 2, 3, 5, 6, 10, 12, 13, 20, 23, 24, 31, 32, 34, 43], "took": [6, 20, 23], "tool": [2, 14, 27, 29, 31, 36], "top": [0, 1, 2, 13, 19, 26, 28], "top_area": 26, "top_bottom_cost": 26, "topic": [6, 24, 30, 32, 43], "toronto": 34, "total": [1, 2, 6, 7, 8, 10, 11, 13, 26, 32], "touch": [28, 36], "toward": [25, 30], "tplquad": 6, "tr": [2, 13, 31], "trace": [18, 29, 31, 32, 33], "traceback": [0, 1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 22, 24, 26, 27, 28, 31, 32, 33, 37, 38, 42], "tracer": [31, 32, 33], "track": [2, 5, 13, 18, 31], "tradit": [5, 9, 10], "trail": 0, "train": [31, 32, 34], "train_i": 33, "train_ind": 33, "train_x": 33, "trajectori": 2, "trang": 0, "transfer": [2, 7], "transform": [27, 28, 29, 32], "transient_pfr": 2, "translat": 4, "transpar": 2, "transport": 22, "transpos": [0, 2, 18, 29, 30, 32], "transposit": 27, "trap": 32, "trapezoid": [0, 9, 13, 14, 16, 21, 22], "trapezoidal_rul": 6, "trapz": [0, 9, 11, 13, 14, 21, 22, 31], "travel": 18, "treat": [20, 34], "tree": 10, "trend": [11, 34], "tri": [2, 10, 13, 27], "triangl": [22, 27], "triangular": [5, 27], "trichlorofluoromethan": 13, "trick": [2, 3, 6], "tricker": 7, "tricki": [5, 6, 11, 13, 17, 28, 29, 32, 38], "trickier": [17, 28, 33], "trigonometr": 17, "trimethylpentan": 13, "triu": 27, "trivial": [6, 7], "troubl": 3, "true": [0, 1, 2, 5, 6, 7, 9, 10, 11, 13, 15, 16, 17, 19, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34, 40], "truncat": 32, "try": [2, 5, 6, 7, 9, 10, 12, 15, 16, 20, 21, 22, 23, 24, 28, 30, 31, 34, 36, 42], "tscore": 11, "tsol": [2, 13], "tsol2": 2, "tsol3": 2, "tspan": [0, 1, 2, 6, 12, 13, 18, 19, 40], "tu": 12, "tubular": 23, "tune": 19, "tupl": [1, 2, 10, 13, 15, 17, 26, 31, 32, 33], "turbul": [6, 13], "turn": [6, 7, 8, 24, 27], "turquois": 9, "tuscan": 9, "tutori": [1, 3, 12], "tval": [1, 24], "twice": 12, "twinx": [9, 22], "two": [0, 1, 2, 3, 5, 7, 8, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 34], "two_peak": 13, "tx": 32, "txt": [1, 9, 10, 11, 13], "typ": 2, "type": [0, 2, 5, 6, 9, 10, 11, 12, 13, 14, 15, 17, 19, 26, 27, 28, 30, 31, 32, 33, 34, 40], "typeerror": [0, 12, 15, 26], "typic": [0, 1, 7, 9, 10, 13, 17, 22, 32, 34], "typo": [36, 43], "u": [0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 22, 24, 26, 27, 28, 29, 31, 32, 34, 38], "u1": [2, 13, 22], "u1_0": 2, "u1a": 22, "u1b": 22, "u2": [2, 13, 22], "u2_0": 2, "u2a": 22, "u2b": 22, "u_0": 2, "u_1": [2, 22], "u_2": [2, 22], "ua": 22, "ub": [9, 22, 40], "ubuntu": [10, 37], "ucla": 8, "ufloat": [11, 13], "ug": 21, "ugli": 9, "ui": 12, "ulissi": 33, "ultim": 30, "ultramarin": 9, "umath": 11, "umber": 9, "umd": 13, "unabl": 17, "unam": [10, 37], "unambigu": 4, "uname_result": [10, 37], "unary_to_nari": [31, 32, 33], "unavail": 2, "unawar": 31, "unbound": 8, "uncertain": 24, "uncertainti": [1, 5, 11, 30, 37, 43], "unchang": [13, 15], "uncommon": 10, "unconstrain": [8, 26, 30, 31], "uncorrel": [11, 34], "undamp": 2, "undefin": [20, 27], "under": [13, 16, 26, 27, 31], "underestim": [2, 3, 16], "underfit": 30, "undergradu": 36, "underli": [3, 11, 34], "underscor": 15, "undershot": 2, "understand": [0, 2, 6, 10, 11, 15, 25, 34, 36], "undesir": [25, 30], "unexpect": [15, 28, 33], "unfortun": [4, 5, 6], "uniform": [0, 11, 13, 18], "uniformli": 11, "unintent": 32, "unintuit": 3, "uniqu": [5, 27, 32], "unit": [2, 5, 7, 8, 10, 11, 13, 16, 29, 30, 34, 39, 43], "uniti": 13, "unitless": 12, "univariatesplin": 13, "univers": [9, 32, 36], "unknown": [1, 2, 9, 21, 22, 27, 30], "unknown_mean": 40, "unknown_opt": [2, 13, 31], "unlik": [0, 13, 30], "unp": 11, "unpack": [0, 1, 7, 9, 13, 15, 18, 20], "unpair": 11, "unpdat": 20, "unpermut": [31, 32, 33], "unphys": [6, 13], "unravel": 34, "unspecifi": 8, "unsuit": 6, "unsupport": [0, 15], "unsur": 11, "until": [2, 6, 10, 15, 17, 20, 31, 32, 33], "unum": 12, "unumpi": 11, "unusu": [18, 29], "unutil": 13, "unwrap": 12, "up": [0, 2, 4, 5, 6, 7, 9, 10, 13, 14, 15, 16, 17, 18, 19, 23, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38], "updat": [4, 13, 20], "upfront": 34, "upper": [2, 5, 10, 16, 18, 19, 27, 28, 36, 40], "url": [1, 40, 42], "us": [1, 2, 3, 4, 5, 6, 9, 10, 11, 14, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 32, 33, 34, 36, 37, 38, 40, 41, 42, 43], "usaf": 9, "usag": 43, "usecol": [9, 13], "user": [0, 5, 7, 10, 12, 15, 43], "usual": [2, 5, 6, 8, 15, 18, 19, 20, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34], "utah": 29, "utc": [10, 37], "utf": 13, "util": [1, 2, 5, 7, 24, 37, 38, 39, 41, 43], "utilz": 2, "utk": 2, "uy0": 12, "v": [0, 1, 2, 5, 7, 8, 10, 11, 13, 16, 18, 19, 20, 21, 23, 24, 26, 28, 29, 31], "v0": [1, 11, 13, 16, 19, 23, 24, 28, 31], "v1": [5, 8, 13, 20, 23, 24], "v2": [5, 8], "v3": 5, "v_": 28, "v_0": [2, 24, 28, 31], "v_1": [2, 28], "v_2": [2, 28], "v_3": [2, 28], "v_4": 2, "v_a": 18, "v_at_xmax": 19, "v_b": 18, "v_j": 28, "v_n": 28, "v_r": [2, 13], "v_x": 28, "val": [12, 17], "valid": [5, 13, 30, 33], "valu": [1, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 40, 43], "value_and_grad": [31, 32, 33], "valueerror": [2, 5, 10, 13, 27], "van": [2, 6, 9, 21, 31], "van_der_pol_oscil": 2, "vander": [29, 30], "vandermond": 29, "vanderpol": 2, "vanilla": 9, "vap": 13, "vapor": 13, "vapor_pressure_of_liquid": 13, "var": [0, 1, 24], "vari": [1, 2, 3, 6, 7, 16, 19, 20, 22, 23, 26, 30, 31, 32, 34], "variabl": [1, 2, 3, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 26, 28, 30, 31, 34], "varianc": 30, "variat": [2, 6, 11, 17], "varieti": [0, 11, 20, 22, 25, 29, 32, 34], "variou": [0, 17], "varnam": 15, "vast": 4, "vastli": 27, "vb": 28, "vdot": [2, 28, 29], "vdpol": 2, "vdw": 13, "vdwp": 13, "vec": 5, "vector": [1, 2, 7, 8, 11, 13, 17, 18, 22, 23, 25, 27, 28, 29, 30, 31, 32, 33, 40], "vector_jacobian_product": [31, 32, 33], "veloc": [2, 13, 19, 22, 28], "verbos": [10, 32], "veri": [0, 2, 3, 5, 6, 8, 11, 13, 14, 15, 17, 18, 24, 25, 27, 28, 30, 32, 33, 34, 36, 38], "verifi": [8, 13, 16, 26, 27], "vermilion": 9, "versa": 23, "version": [0, 2, 6, 10, 11, 20, 31, 37], "vertic": [0, 13], "vfit": 24, "vfunc": 7, "via": 6, "vibrat": 13, "vice": 23, "view": [0, 2, 18], "view_init": 2, "viewabl": 40, "violat": 13, "violet": 9, "viscos": [2, 13, 22], "visibl": [15, 42], "visual": [1, 2, 5, 6, 7, 11, 18, 19, 20, 21, 22, 24, 26], "vmax": 8, "vn": 28, "vo": [2, 11], "vo_mu": 11, "vo_sigma": 11, "vol": [1, 16, 24, 31], "vol18": 2, "voltag": 8, "volterra": 18, "volum": [1, 2, 6, 7, 11, 13, 15, 18, 20, 21, 23, 24, 26, 28, 31], "volumetr": [2, 6, 7, 13, 16, 18, 20, 28], "vr": [2, 13], "vspace": [31, 32, 33], "vspan": [2, 23], "vsplit": 0, "vstack": [0, 2, 5, 11, 13], "vx": 28, "w": [0, 5, 6, 9, 12, 13, 25, 28, 30, 32, 33, 34], "w0": [13, 32], "w00": 32, "w01": 32, "w02": 32, "w1": [13, 32], "w10": 32, "w11": 32, "w12": 32, "w_1": 16, "w_2": 16, "w_a": 13, "w_i": [5, 13, 28, 34], "w_ix_i": 5, "wa": [0, 2, 3, 4, 6, 7, 11, 13, 15, 16, 17, 25, 26, 28, 30, 32, 36, 40], "wa0": 13, "waal": [2, 6, 21, 31], "wai": [0, 1, 3, 4, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 43], "wan": 13, "want": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 34, 38, 40], "wari": 34, "warn": [6, 16, 28, 38], "warning_msg": 2, "wast": [16, 20], "watch": 9, "water": [2, 8, 18, 26], "wave": [22, 34], "wavenumb": 13, "wb": [13, 32], "wdotp": 13, "wdotturbin": 13, "we": [0, 1, 2, 3, 5, 6, 7, 9, 10, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38], "web": [9, 31], "webpag": 6, "websit": 13, "wed": [10, 37], "week": 29, "weibul": 40, "weight": [5, 12, 13, 16, 17, 28, 30, 32, 33, 34], "weird": 3, "welcom": 14, "well": [0, 1, 2, 6, 7, 10, 12, 13, 16, 17, 20, 22, 24, 25, 28, 32, 34], "were": [0, 2, 4, 11, 13, 15, 16, 17, 22, 23, 31, 32, 34], "what": [0, 2, 3, 5, 6, 7, 8, 10, 11, 14, 15, 16, 17, 18, 19, 20, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36], "whatev": 17, "wheat": [8, 9, 26], "wheel": 9, "when": [0, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23, 24, 25, 26, 27, 29, 30, 32, 33, 34, 36, 38, 41], "whenev": [6, 15], "where": [0, 1, 2, 3, 4, 6, 7, 8, 10, 11, 15, 16, 17, 18, 19, 20, 21, 22, 24, 25, 26, 27, 28, 29, 30, 31, 32, 34], "wherea": [0, 10, 13], "whether": [0, 5, 13, 20, 26, 34], "which": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "while": [2, 3, 6, 8, 15, 19, 25, 26, 34], "white": 9, "whitesmok": 9, "who": [2, 11, 13], "whole": [0, 10, 13, 22, 23, 24, 32], "why": [0, 2, 3, 5, 6, 7, 11, 13, 16, 20, 21, 23, 27, 28, 30, 31, 34], "wi": [5, 13, 28], "wide": 9, "widetild": 13, "widget": 2, "width": [0, 2, 6, 13, 15, 16], "wiggl": [29, 30, 34], "wiki": [1, 2, 6, 8, 9, 13, 15, 16, 17, 20, 27, 30, 34, 40], "wikibook": 15, "wikipedia": [1, 2, 6, 8, 9, 13, 16, 17, 20, 27, 30, 34, 40], "wilkinson_polynomi": 6, "win": 11, "window": [15, 33], "wine": 9, "wise": [0, 12, 14, 27, 32], "wish": 16, "within": [0, 5, 6, 7, 11, 19, 23, 31, 34], "without": [5, 6, 7, 10, 12, 13, 31], "wni": 13, "wolfram": 32, "won": [11, 13, 34, 36], "wonder": [6, 13], "woohoo": 0, "word": [0, 10, 11, 13, 16, 20, 27, 30, 34], "work": [0, 4, 5, 6, 7, 11, 12, 14, 15, 17, 18, 19, 25, 27, 28, 31, 32, 33, 34, 36, 38, 39, 41], "workspac": 2, "world": [14, 36], "worri": 18, "wors": 11, "worth": 6, "would": [0, 1, 2, 4, 5, 6, 7, 10, 11, 12, 13, 15, 16, 19, 20, 24, 26, 27, 28, 29, 30, 31, 34, 36], "wow": [3, 10], "wrap": [0, 2, 5, 10, 11, 12, 13, 20, 27, 31, 42], "wrapped_func": 12, "wrapped_sqrt": 11, "wrapper": [0, 12, 16], "wrinkl": 2, "write": [1, 2, 5, 6, 7, 10, 11, 12, 13, 15, 16, 23, 25, 26, 27, 28, 29, 30, 31, 32], "writer": 2, "written": [0, 1, 4, 13, 15, 16, 17, 20, 31, 43], "wrong": [2, 5, 6, 7, 11, 19], "wrote": [0, 12, 15, 43], "wspan": [12, 13], "wt": 13, "wuzzi": 9, "www": [2, 5, 6, 7, 8, 11, 21, 25, 29, 34, 40, 41], "www3": 2, "x": [0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 38, 40, 42], "x0": [0, 1, 2, 6, 7, 8, 12, 13, 16, 17, 19, 20, 23, 24, 31, 32, 34], "x1": [1, 2, 5, 6, 8, 11, 12, 13, 14, 16, 17, 18, 21, 22, 26, 27, 28], "x11": 9, "x2": [1, 2, 5, 6, 8, 11, 12, 13, 21, 22, 26, 27, 28, 32, 33], "x2_0": 28, "x2_1": 28, "x3": [1, 5, 26, 27, 33], "x64": [1, 2, 6, 7, 10, 13, 16, 22, 24, 27, 28, 31, 32, 33, 37, 38, 42], "x86_64": [10, 37], "x_": [6, 19, 23, 30, 34], "x_0": 29, "x_1": [5, 16, 21, 27, 29], "x_2": [5, 16, 21, 27], "x_3": [5, 27], "x_e": 13, "x_i": [1, 5, 13, 28, 34], "x_j": 34, "x_k": 6, "x_max": 19, "x_mu": 11, "x_n": [17, 23], "x_sigma": 11, "x_sol": 12, "xe": 13, "xeq": 13, "xf": [2, 33], "xfine": 6, "xfit": [1, 3, 24, 25, 29], "xguess": 12, "xi": [3, 5, 13, 16, 17, 28], "xk": 6, "xl": [9, 10], "xlabel": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34], "xlim": [2, 13, 16, 17, 18, 21, 22, 28, 31], "xlsx": 10, "xlt": 2, "xmax": [3, 19], "xmean": 30, "xnew": [20, 23, 40], "xni": 13, "xni2": 13, "xnib": 13, "xp": 34, "xprime": 19, "xpt": 2, "xr": 31, "xsol": 7, "xspan": [2, 7], "xstd": 30, "xsteam": 13, "xstep": 2, "xt": 33, "xtol": [2, 12, 13, 31], "xx": [6, 29, 40], "xy": [7, 9, 17, 31], "xycoord": 9, "xytext": 9, "y": [0, 1, 2, 3, 5, 6, 7, 8, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 32, 33, 34, 40, 42], "y0": [0, 2, 7, 12, 13, 17, 18, 40], "y1": [1, 2, 3, 6, 7, 8, 9, 13, 14, 16, 18, 21], "y2": [1, 2, 3, 6, 9, 13, 14, 16, 21, 32, 33], "y20": 2, "y3": [1, 9], "y5": 24, "y6": 13, "y_": [1, 2, 13, 17, 22, 30], "y_0": [2, 22, 29], "y_1": [2, 29], "y_2": 2, "y_b": 13, "y_eq": 13, "y_event": [7, 17], "y_i": [2, 5, 13, 22, 28, 34], "y_j": 13, "y_l": [2, 22], "y_n": [2, 17], "y_p": 13, "y_p1": 13, "y_p2": 13, "y_valu": 23, "y_x1": 17, "yang": 13, "yaw": 13, "yb": 13, "yb0": 13, "ybar": 11, "year": [4, 31], "yellow": 9, "yellowgreen": 9, "yesterdai": 7, "yfine": 6, "yfit": 1, "yi": [12, 13], "yi0": 13, "yield": [2, 7, 8, 10, 16, 26], "yint": 40, "yj": 13, "yj0": 13, "yk": 6, "yl": 9, "ylabel": [0, 1, 2, 3, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34], "ylim": [2, 6, 7, 13, 16, 20, 21, 22, 24, 28, 31], "ymean": 30, "yonder": 9, "you": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 40, 41, 42, 43], "your": [2, 3, 5, 9, 11, 12, 13, 14, 15, 17, 19, 20, 22, 23, 26, 27, 29, 30, 32, 33, 34, 35, 41, 43], "yourself": [6, 24], "yp": [2, 13, 22, 23, 34], "yp0": 13, "yp1": 13, "yp10": 13, "yp2": 13, "yp20": 13, "ypd": 23, "ypp": [2, 22, 23], "yprime": [2, 18], "yr": 31, "ysol": [2, 7], "ystd": 30, "z": [2, 6, 13, 15, 27, 29, 30, 31, 33], "z0": 2, "z1": [7, 21], "z2": [7, 21, 32, 33], "zero": [0, 1, 2, 3, 5, 6, 7, 11, 13, 15, 17, 19, 20, 21, 22, 24, 26, 27, 28, 29, 30, 31, 32, 33, 34, 36, 38, 42], "zerodivisionerror": [15, 40, 42], "zeros_lik": 17, "zeta": 17, "zgbsv": 5, "zip": [1, 5, 11, 12, 13, 24, 28, 30, 31, 32, 33], "zz": 6, "\u00fabe": 9, "\u03b5": 30, "\u03bb": 29, "\u03bc": [19, 21], "\u03c0": [0, 31], "\u03c3": 24, "\u03c6": 22}, "titles": ["Basic python usage", "Data analysis", "Differential equations", "Interpolation", "The PYCSE blog", "Linear algebra", "Math", "Nonlinear algebra", "Optimization", "Plotting", "Programming", "Statistics", "Units", "Worked examples", "Introduction to Python and Jupyter", "More about using Jupyter notebooks", "Integration in Python", "First-order differential equations", "Systems of first-order differential equations", "Nth order differential equations", "Nonlinear algebra", "Polynomials in Python", "Boundary value problems", "Introduction to optimization", "Nonlinear regression", "Uncertainty quantification in nonlinear regression", "Constrained optimization", "Introduction to linear algebra", "Applications of linear algebra", "Interpolation", "Linear regression", "Introduction to automatic differentiation", "Introduction to machine learning", "Topics in machine learning", "Gaussian Process Regression", "Concluding remarks", "The pycse book", "About pycse", "pycse - Beginner mode", "Build statistics", "Documentation", "Running pycse", "pycse.utils", "Welcome to pycse - Python Computations in Science and Engineering"], "titleterms": {"": [2, 6, 9, 17], "0": 16, "1": [3, 5, 7, 13, 16], "18": 16, "2": [3, 5, 6, 7, 13], "2d": 0, "3": 5, "3d": 0, "4": [5, 6, 13], "A": [2, 3, 6, 20, 22, 38], "Near": 5, "On": 6, "The": [3, 4, 5, 6, 11, 13, 19, 27, 36, 43], "To": 13, "about": [10, 15, 21, 24, 37], "absolut": 25, "activ": 33, "addit": [11, 27], "advanc": [0, 30], "after": 9, "algebra": [1, 2, 5, 7, 20, 27, 28], "all": 9, "amount": 13, "an": [2, 11, 13, 24, 26, 30, 31, 34], "analysi": [1, 11, 31], "analyt": 6, "annot": 9, "anoth": [2, 5, 11, 32], "applic": [0, 5, 16, 23, 26, 28, 29, 31], "approach": [2, 5, 11, 25, 38], "approxim": 6, "ar": 11, "area": 13, "argument": 15, "arrai": [0, 15, 27], "assign": 0, "atom": 13, "augment": 8, "autograd": 31, "automat": 31, "averag": 11, "avoid": [5, 38], "axi": 9, "balanc": 13, "base": 13, "basi": 33, "basic": [0, 11], "batch": 13, "bead": 13, "beginn": 38, "bessel": 2, "better": [3, 38], "between": [6, 29], "bigger": 6, "blog": [4, 43], "blue": 9, "boil": 13, "boiler": 13, "book": [36, 43], "boundari": [2, 22, 28], "brief": [10, 18, 34], "bubbl": 13, "build": 39, "built": 9, "bvp": [2, 22], "calcul": 13, "call": 5, "catalyst": 13, "chain": 11, "chart": 13, "cheme": 6, "chemic": [5, 13], "choic": 33, "co": 13, "code": 15, "coeffici": 2, "color": 9, "column": 0, "combin": [6, 34], "compar": [10, 13], "comparison": [34, 42], "complex": 6, "composit": 13, "compress": [13, 31], "comput": [5, 11, 13, 31, 43], "concentr": [13, 22], "conclud": 35, "conclus": 10, "condens": 13, "conduct": 2, "confid": [1, 11, 24, 30], "conserv": 13, "constant": [2, 6, 13], "constrain": [8, 13, 26, 31], "constraint": [8, 13, 26], "construct": [8, 27], "continu": 7, "control": 0, "conveni": 2, "convers": 13, "coordin": 2, "count": [7, 10], "coupl": 7, "cream": 6, "creat": 0, "creation": 0, "cstr": [13, 28], "cubic": 21, "curv": [1, 8, 13], "curve_fit": 24, "curvefit": 25, "custom": 9, "cycl": 13, "cylindr": 2, "d": 6, "data": [0, 1, 3, 6, 11, 16, 24, 29, 33], "databas": 13, "datafram": 42, "dataset": 9, "debug": 15, "decomposit": 5, "defici": 5, "defin": 0, "definit": 15, "delai": 2, "delimit": 1, "delta": 13, "depend": 13, "der": [13, 19], "deriv": [6, 8, 20, 23, 31], "design": 13, "determin": [5, 27], "devic": 8, "diamet": 13, "dictionari": [0, 10], "differ": [2, 6, 9, 11, 13, 22], "differenti": [2, 6, 17, 18, 19, 31], "diffus": [2, 16], "dimensionless": 12, "direct": [1, 13], "directli": [1, 5], "discontinu": [2, 6], "discuss": 3, "distanc": 8, "divis": [11, 27], "do": 2, "doc": 16, "docker": 41, "document": [40, 43], "doubl": [6, 9], "drop": 13, "each": 13, "echelon": 5, "effect": [13, 25], "effici": 13, "eigenvalu": 29, "energi": 13, "engin": [28, 31, 43], "entri": 10, "entropi": 13, "equal": [13, 26], "equat": [2, 5, 6, 7, 12, 13, 17, 18, 19, 21, 27, 31], "equilibria": 13, "equilibrium": 13, "error": [1, 2, 11, 25, 42], "estim": [1, 3, 6, 13, 16, 24, 25], "euler": 17, "evalu": [2, 31], "event": 2, "exampl": [5, 8, 13, 18, 20, 24, 30, 34], "expans": 13, "expon": 11, "exponenti": 0, "express": 10, "extrema": 23, "f": 3, "fact": 9, "factor": 13, "famili": 18, "fanci": 9, "fashion": 5, "featur": 2, "fft": 6, "figur": 9, "file": [1, 13], "find": [7, 8, 13, 16, 20, 23, 28, 34], "finit": [2, 22], "first": [2, 13, 17, 18], "fit": [1, 6, 13, 30], "flexibl": [32, 34], "float": [6, 42], "flow": [2, 13, 16], "fode": 18, "forc": 2, "form": [5, 24], "format": 0, "fourth": 17, "fraction": 13, "free": 13, "friendli": 38, "from": [5, 8, 13, 25, 31], "fsolv": [2, 7, 20, 38], "function": [0, 2, 6, 7, 8, 15, 16, 20, 23, 24, 27, 31, 33, 38], "g": 13, "ga": 13, "gaussian": [33, 34], "gener": 16, "get": [1, 10, 13, 15, 31], "gibb": 13, "googl": 42, "gotcha": 5, "gpr": 34, "graphic": 1, "guess": [1, 2], "h": 13, "handl": 12, "harder": 3, "hashcach": 40, "head": 15, "heat": [2, 13], "heaven": 6, "help": [1, 15], "homogen": 17, "how": 13, "html": 16, "http": 16, "hydrogen": 13, "hyperparamet": 34, "hypothesi": 11, "i": [6, 13, 23, 24], "ic": 6, "ignor": 42, "ii": 7, "implicit": 31, "improv": 3, "independ": [5, 28], "index": [0, 38], "inequ": [8, 26], "initi": 1, "input": 15, "integr": [6, 7, 13, 16, 17, 31, 38], "interpol": [3, 29, 34], "interpret": [11, 32], "interv": [1, 11, 24, 30], "intro": 10, "introduct": [11, 14, 20, 22, 23, 27, 31, 32], "invers": [3, 27], "invert": 3, "isentrop": 13, "isobar": 13, "iter": 28, "jupyt": [14, 15], "kernel": 34, "keyboard": 15, "know": 7, "kutta": 17, "lagrang": [8, 31], "lambda": 0, "lapack": 5, "lasso": 30, "last": 5, "lather": 10, "learn": [32, 33, 34], "least": [1, 25], "let": 2, "leverag": 28, "librari": [29, 34], "limit": 17, "line": [1, 9, 31], "linear": [1, 2, 5, 8, 13, 17, 27, 28, 30, 34], "liquid": 13, "list": [0, 10, 38], "live": 9, "logarithm": 0, "look": 28, "loop": [5, 10], "machin": [32, 33, 34], "make": [9, 13], "mani": 19, "markdown": 15, "mass": 13, "math": [0, 6], "mathemat": [0, 31], "matlab": [2, 13], "matplotlib": 9, "matrix": [5, 27], "maxim": 23, "maxima": 23, "maximum": 8, "median": 25, "meet": 13, "method": [1, 2, 3, 6, 7, 13, 16, 17, 18, 20, 23], "mimick": 2, "mine": 6, "minim": [1, 13, 15, 23, 24, 25, 26], "minima": 23, "minimum": 8, "mixtur": 13, "mode": 38, "model": [2, 11, 18, 32, 34], "modern": 32, "modifi": 9, "modul": 12, "mole": 13, "more": [15, 38], "multidimension": 27, "multipl": [11, 15, 23, 27], "multipli": [8, 31], "multivari": 1, "n": 19, "nest": [2, 10], "network": [32, 33], "neural": [32, 33], "never": 3, "newton": [20, 23], "nist": 13, "nn": 34, "non": [13, 17], "nonlinear": [1, 2, 7, 20, 21, 22, 24, 25, 32], "notabl": 13, "notat": 5, "note": [7, 13], "notebook": [14, 15], "novel": 6, "now": 8, "nth": 7, "number": [3, 13], "numer": [1, 2, 6, 11, 13, 16, 17], "numpi": [5, 14, 16], "o": 13, "object": 20, "od": [1, 2, 6, 12, 17, 18, 19], "old": 5, "one": 15, "oper": 0, "optim": [8, 13, 23, 25, 26, 29, 31], "order": [2, 3, 13, 17, 18, 19], "ordinari": 2, "org": 16, "oscil": 19, "other": [21, 38], "our": 11, "out": 28, "outlier": 25, "over": 2, "overfit": 34, "overlap": 13, "own": 0, "packag": 37, "panda": 42, "paramet": [1, 13, 24, 30, 34], "parameter": [2, 19, 20], "part": 7, "partial": [2, 8, 13], "particl": 22, "peak": [9, 13], "period": [7, 9], "pfr": [16, 23], "phase": [2, 13], "photovolta": 8, "picasso": 9, "piec": 38, "piecewis": 6, "pipe": 13, "plane": 2, "plot": [2, 9, 13, 14], "plotli": 40, "plug": [2, 13, 16], "point": [2, 6, 8, 13, 29], "poiseuel": 2, "poiseuil": 2, "pol": 19, "polynomi": [6, 7, 21, 29, 30], "porou": 13, "portrait": 2, "possibl": 5, "potenti": 5, "power": 8, "predat": 18, "predict": 24, "prei": 18, "present": 13, "pressur": [13, 31], "print": [0, 15], "problem": [2, 3, 20, 22, 28], "process": 34, "product": 5, "profil": 22, "profit": 23, "program": [8, 10], "propag": 11, "properti": 9, "pycs": [4, 36, 37, 38, 40, 41, 42, 43], "python": [0, 2, 5, 6, 9, 10, 12, 13, 14, 16, 21, 31, 37, 43], "quad": 6, "quadrat": 6, "quadratur": 16, "qualit": 18, "quantif": [25, 34], "quantiti": 12, "question": 3, "radial": 33, "raman": 13, "random": 11, "rank": [5, 27], "rankin": 13, "raphson": [20, 23], "react": 13, "reaction": [5, 13, 28], "reactor": [2, 13, 16], "read": [1, 13, 42], "reduc": 5, "refer": 16, "region": 13, "regress": [1, 24, 25, 30, 32, 34], "regular": [10, 27, 30, 34], "relu": 33, "remark": 35, "rememb": 21, "repeat": 10, "result": 9, "return": 15, "revers": 13, "review": 18, "ridg": 30, "rins": 10, "robust": 25, "romberg": 6, "root": [7, 29], "row": [0, 5], "rule": [5, 6, 11], "run": [15, 41], "rung": 17, "scale": 9, "scheme": 34, "scienc": 43, "scientif": 31, "scipi": [5, 14, 16, 17, 23, 25, 26], "score": 11, "second": 2, "select": [11, 30], "sensit": 31, "set": [5, 9], "sheet": 42, "shift": 13, "shoot": 2, "short": 9, "shortcut": 15, "simp": 16, "simpl": [2, 6], "simpler": 38, "simpson": [6, 16], "simul": 2, "slice": 38, "smooth": 6, "solid": [16, 31], "solut": [1, 2, 10, 17, 18, 20], "solv": [2, 5, 6, 7, 8, 13, 19, 22, 23, 27], "solve_bvp": 22, "solve_ivp": 17, "solver": 2, "some": [0, 10], "sort": 10, "speci": 13, "special": 21, "specif": 2, "spectroscopi": 13, "spline": 3, "split": 33, "squar": 1, "standard": 13, "start": 13, "state": [13, 21, 28, 31], "statist": [11, 39], "steadi": 28, "steam": 13, "step": 6, "string": [0, 15], "struct": 0, "structur": 0, "sub": 13, "subhead": 15, "subplot": 9, "subsubhead": 15, "subtract": [11, 27], "sum": [1, 5, 10, 25], "summari": [0, 5, 6, 7, 8, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34], "sup": 19, "support": 43, "switch": 3, "symbol": 6, "system": [2, 18, 21], "t": [3, 11], "t3": 13, "tabl": 13, "take": 6, "tanh": 33, "temperatur": 13, "temporarili": 42, "test": 33, "text": [1, 9, 13], "th": 19, "than": [3, 6], "thi": [7, 10, 43], "thing": [21, 28], "thought": 11, "through": 13, "time": [13, 19], "toler": [2, 7], "topic": 33, "train": 33, "transient": 2, "transit": 6, "transpos": [5, 27], "transposit": 5, "trapezoid": 6, "trapz": [6, 16], "tupl": 0, "turbin": 13, "two": [6, 9], "uncertainti": [13, 24, 25, 34], "underfit": 34, "uniqu": 10, "unit": 12, "updat": 1, "us": [0, 7, 8, 12, 13, 15, 21, 31], "usag": 0, "user": 38, "util": [40, 42], "v": 6, "valu": [0, 2, 3, 15, 22, 28], "van": [13, 19], "vari": 13, "variabl": 0, "variat": 31, "vector": [0, 5, 6, 10], "veri": 9, "via": 13, "volum": 16, "waal": 13, "wai": [2, 5, 6], "water": 13, "we": [8, 13], "webbook": 13, "weight": 25, "welcom": 43, "wg": 13, "what": [13, 24], "where": [5, 13, 23], "wilkinson": 6, "work": [2, 10, 13, 20, 22, 43], "y": 9, "yet": 2, "yield": 13, "your": [0, 6, 7, 10], "zero": [8, 23], "\u03bb": 30}})
\ No newline at end of file