From b8338f67179aef01ce98c3f620184ea39a8dd927 Mon Sep 17 00:00:00 2001 From: pdimens Date: Fri, 13 Dec 2024 10:31:49 -0500 Subject: [PATCH] update to 1.14.2 --- Workflows/downsample.md | 29 +- blog/filteringsnps.md | 2 +- static/bc_threshold.png | Bin 75333 -> 62073 bytes static/bc_threshold.svg | 925 ++++++++++++++++++++++------------------ utilities.md | 9 + 5 files changed, 534 insertions(+), 431 deletions(-) diff --git a/Workflows/downsample.md b/Workflows/downsample.md index ebf397e3c..ab202eeca 100644 --- a/Workflows/downsample.md +++ b/Workflows/downsample.md @@ -7,21 +7,19 @@ order: 10 # :icon-fold-down: Downsample data by barcode -=== :icon-checklist: You will need one of either -- one alignment file [!badge variant="success" text=".bam"] [!badge variant="success" text=".sam"] [!badge variant="secondary" text="case insensitive"] -- one set of paired-end reads in FASTQ format [!badge variant="success" text=".fq"] [!badge variant="success" text=".fastq"] [!badge variant="secondary" text="gzip recommended"] [!badge variant="secondary" text="case insensitive"] +=== :icon-checklist: You will need +- One of either: + - one alignment file [!badge variant="success" text=".bam"] [!badge variant="success" text=".sam"] [!badge variant="secondary" text="case insensitive"] + - one set of paired-end reads in FASTQ format [!badge variant="success" text=".fq"] [!badge variant="success" text=".fastq"] [!badge variant="secondary" text="gzip recommended"] [!badge variant="secondary" text="case insensitive"] +- Barcodes in the `BX:Z` SAM tag for both BAM and FASTQ inputs + - See [Section 1 of the SAM Spec here](https://samtools.github.io/hts-specs/SAMtags.pdf) for details + - `BX:Z` tags **must be the last tag** in the FASTQ/BAM record + - use [bx_to_end.py](/utilities.md#bx_to_endpy) to move the BX tags to the ends, if needed === While downsampling (subsampling) FASTQ and BAM files is relatively simple with tools such as `awk`, `samtools`, `seqtk`, `seqkit`, etc., [!badge corners="pill" text="downsample"] allows you to downsample a BAM file (or paired-end FASTQ) _by barcodes_. That means you can -keep all the reads associated with `d` number of barcodes. The `--invalid` proportion will determine what proportion of invalid barcodes appear in the barcode -pool that gets subsampled, where `0` is none, `1` is all invalid barcodes, and a number in between is that proportion, e.g. `0.5` is half. -Bear in mind that the barcode pool still gets subsampled, so the `--invalid` proportion doesn't necessarily reflect how many end up getting -sampled, rather what proportion will be considered for sampling. - -!!! Barcode tag -Barcodes must be in the `BX:Z` SAM tag for both BAM and FASTQ inputs. See [Section 1 of the SAM Spec here](https://samtools.github.io/hts-specs/SAMtags.pdf). -!!! +keep all the reads associated with `d` number of barcodes. ```bash usage harpy downsample OPTIONS... INPUT(S)... @@ -48,6 +46,15 @@ module is configured using the command-line arguments below. | `--prefix` | `-p` | `downsampled` | Prefix for output files | | `--random-seed` | | | Random seed for sampling [!badge variant="secondary" text="optional"] | +## invalid barcodes +The `--invalid` options determines what proportion of invalid barcodes appear in the barcode +pool. Bear in mind that the barcode pool still gets subsampled, so the `--invalid` proportion +doesn't necessarily reflect how many end up getting sampled, rather what proportion will be +considered for sampling. The proportions equate to: +- `0`: invalid barcodes are skipped +- `1`: all invalid barcodes appear in the barcode pool that gets subsampled +- `0`<`i`<`1`: that proportion of barcodes appear in the barcode pool that gets subsampled + ---- ## :icon-git-pull-request: Downsample Workflow ```mermaid diff --git a/blog/filteringsnps.md b/blog/filteringsnps.md index 08c320d46..17bcec29e 100644 --- a/blog/filteringsnps.md +++ b/blog/filteringsnps.md @@ -70,5 +70,5 @@ fairly common to use `0.05` (e.g. `-i 'MAF>0.05'`) to `0.10` (e.g. `-i 'MAF>0.10 Missing data is, frankly, not terribly useful. The amount of missing data you're willing to tolerate will depend on your study, but it's common to remove sites with >20% missing data (e.g. `-e 'F_MISSING>0.2'`). This can be as strict (or lenient) as you want; it's not uncommon to see very conservative filtering at 10% or 5% missing data. **However**, you can impute missing genotypes to recover -missing data! Harpy can leverage linked-read information to impute genotypes with the [!badge corners="pill" text="impute"](../Modules/impute.md) +missing data! Harpy can leverage linked-read information to impute genotypes with the [!badge corners="pill" text="impute"](../Workflows/impute.md) module. You should try to impute genotypes first before filtering out sites based on missingness. diff --git a/static/bc_threshold.png b/static/bc_threshold.png index f8f47ac68454f94d936ab7f35674324a72901452..7f839ad9631a3243f74ff5ce84eefab6968e0704 100644 GIT binary patch literal 62073 zcmdSARa92t7B&1L-6h?PbVzr1D<$3Cok}-?gdiQFNOyNgcQ;6hq;&od$8*Mi`Q3as z-#c(P#v6M-v7Wisnse?*Rb?4eBtj$z1cE9jE2$2FK=(i(P=yF^;2ps)A{5|1L?>At zR|o_T^Z6gtAnjif@Fszql(w6OqlKHNv5Psx)6rJo{rkkaw6FD< zqh^a~7QgoucOEA^_}e{>&QlAN9Ju@AGUp@lbSmw<6H4_r+m7#|LgzmOyB?8|$00y1 zOUhIC9$WUAV(qr<3PNC8yhiV`cHa(EF$G8b=VcX*IV%96{Ld@zq9f$@p$JLZ30_Hv35k^g?LU?Q&g@0;(iuucA5Xfg3K2KIlxIFVA&m?@n| z-MMwrDR2V2Rq~LmJ~5b< zP66EYR`C?`n0Q6XJ@l^hw7Bz_^9!{9&Uc9O^ZB=VjTf0>scycLA@j$GInBlp6WNw6 zs8wWQPGyu!6llmB1{{ysSd7R9IqeVQy8@A6( zM_SUPll|Wc$BLpv?m6I#j+4pHDaU1 zlg-#K|7~Ka_BdXb(;U9t5^{2X5~fM~6!KkztNx4sE_Bn>pDpDE5`%3|8Vb@QLc`Se z|3V|;C}pFJ-Keal1`eV(HH7UMIZQPLcl2BFw6wm z2Y(>9AaS_%hl)Rkx+O8(8EZ{w7)pCcWm!a_H9 z#u{sJs0yV&$@D07@9D)O`JYc7=44`}VKkfp)--oX&>zkBG|t)5l%o6g(k{9V-Kg+U z#8S-n+;l%rD$3S>6)RNl6y6Szht;lTiY5*JH*!tdb<{4dEomQ3o7WUsq?N2Q77Nrm zeb?i>U+MnH*7clD&%dtGMYXwnE73snDo&C*1}&zO{V*h^rw%*+lWcWCZbJ)%P|1XY zXvGpqxSY(GJxGYrq3ARLB=3Tx(`li?Y?ByNEFRc(y=0ULz|9U&HV3J9lhUI^LD!wB31|kqq$La12 zi!fbP3Va0P+3hf7lA>0i_BYx!Au~1hou#x4C018% z&qa3Foy^A7ZEg?}Y@MLlwnd*kdgzX{)`|fPv>3`&d{&A3vqSCS#C= zOdWNJUSU9t?5qS?C^Qin3QgR$W^hGcOfr3^XJGEJ0gL)-z)8&-io=m0?Roo9V~s5) zD~tbP{KKM6Go7%djnH-HvXMO}di=ig9ux?<04p-zP2>O@TZb9fUJyk-P=fkb;G5*BFAly#*GWf zBE4OlZCdJX(R24#49p>X?x%P0|3!`qL1osET3t^si$OG+@90h}B3%bz1bsM3 zCm!ZJfP&yFNn6z*uPuFPv3E;aOtJ~mWoBw}ET+K;!dU6&@oYam9N%{z980X>*673A zOd}%UE=v0pr~O}yUcosJr;zOVnNG~~D?YC3_c5rX&LjM5t7sp*>9w+#Ol<9-7cS|wcYo* zieWuuMgskhHL;Zc{UG`i4M9*v&&%y?Rk6aC<5-TSJvyo~M9~}DvDbalwOr{l{Q*UY zK{?c2Cfa(tR{x?30RmGCF)qBiW05S4#SK1NlkVM_e`pb|C*!~+yG%CM`Hp1&nn261 z>;l6#z@XkSlZxVB!hnEdg>l|j+gQ%kORS{a-FXs)Ei$FoyX(XoqZ95s;je$GQ;48x zlYYZZsoyxG%*a#p6#@zRkfZJw^Y7NP@xoH@ou6&Aea6gx{;Z)FiAReQODQm~9~rJ> z5Q#^LqiE@vwpM$|&i@(>!iJA3TU)SdQ8SdUCL=TU&^E)Yg!Aq%J|yg}pFHf73S%k_ zBGl6&Q?S&(#X#mvN5vS%otpGzkx1u4edVh0+226KhyQlts#hgD#f*TZpUGlpmL!fH zA5~tR7%gmKW)it*1=ibOrbMTRXr;6jA-qfV`x|-&M(s}xc%L|Ust&Gh*o8U1_h4gE zDJUPt3B>WirVP75Ce${|W=V(nEw-|GU~b%=5{}~%KW0QY``Rl9DzaGb#nGs4u30J zvcOP6@+YWd3?&bcVFVpmL7Fg=dxkYl16l_Xqqm3*NpBZat%kxa%0yF{1`uE+K2jqx z;C!@@lb9KGDX=UkmupdAFW6J7Y(;tHI#5q7Gxt*S`x^u}P3~HqQe0Ivjj-i=yKlP; zzWrI*OaowN>3=YY+1xHiv<}n!7wnE;Y?TRN#9)(|hFm&`B$twpLa5!j%;du64rF*= zDqX+UMMaT@cJn!$w5On2N2Pp;LPl^AF{!;!{23 zf6n?01^I>ZOH@Eh`@i9;IhOtnf9c})zI5Tk6D4&i#Z z>Kt{k{2B3}l4TwgNLpjs&sRSU%Gv%w@e$v5O>B7^By3WxfvODEce+usd$yz|>MdbC zvM`s30)IG_VICqCxCt~+eliY=rMugwbo`qdB{_3O1_ z`k|L?f<9opc!W^P1?iTCb$$zvdt3PLcC&9h)Zmcnx0xG;kAe`LhyTRDOOWIvz;;I; zO8;Bc8j8Jh-IrQ;yH{qk$*N( z5V|IZkXRWh;u2^GM!)Ou(&{@2w0xwTEDoai_hnsFF=p}^n;0%y0lpifo6>B*4(-2(tcJQ)8kIa9#`Z!Nf5ZoWBnn{d1BiV$!3GiiF(Z!QrJo%Up=qgvWulXEx)DxBi4`eYG_`Skx@GIEO__(fF`UNfb+zIN z1zEdWz51A$**c1eX|FU_ZrDE-aLEbjsBgPq{9B8n93w+{*C*U%DJ(3E?e%N7xltZY&fwf!ifg|%och|OLwrKQpt*xq z=mdZX_9Q=)BP4P$9F`kCOi#ZN{5#AEdH+MJTs&p_ExgRX2y`nd;io7oFPCA%m(4G zFV<_UDf4_I*N)puzqdYLm}sFG%LH7dtc=CX(lWoG00yG^?j16@E~0v3!HmrR`bGGX z;=%Lnp;U^YDh_@WNMT{&&!0cvuQvAz`~qZnOj@2OmzmbOr?#RdpJtLz;K!C6w3toD9 z`uf#fLUwj`MM>P!p|rohP+wmkMx^A&?Cki5yDKU#E-vf)Tvde9(o%dPqTs3h5X~P_ zy1Il6jEu(B3%Gjy9%g1RV4o_MK-K5=?c2AG)mC3T{j1sItNhAJObH1Igivu=1%>W7 z5&=~MgEpfth1Y(<({ppC;CBhKFgiLqyiV&K_GDl|BQ{q&#F@Z^^?jZm9|pH7t*3TJ zGrMbT=bk%!dlRj4gWj9JyUA;Y{ughzcOCtUXxD?uh_YTxPh+?wX5tgI|fA);KbF-XhMALoN8`4PTj>jiFB;G?&B zn7X2;Cr`lbRCd?43yr_Sz-&^AIRV()r&zEe4gDgI*QQBHN$adnXRO8?X;^V@L0oGY zc+=$m{!8|F0&ln0Mq>DMJC~4{nD{y_^ffp4W?`y<{O97w%O%Hdlgg4kZLs@E%K+h8 zTU$S8WrdAcNGK~SFV`(D>ShRdqM@RqdR;D9=FZq?k#s{LrS}3JB z8G5P+p2FDJ*x;`0_C#XOH+!-MoCK4BI_dr<`>FBl9vKM<>ynI^xMws|;B=UCjGTuD zPdFR>dC~gG0%LgA{II#dpuTy5)6Lk{dS|e#ib{C@ zR_FBe%dqfp>_lVobPRMfw9PcjtWI!hax{NTtgXe@ulgVd2M2py%xIlTHD+A zssx;2@44{{KAca@H@eb+4vb$wz!~gSO>OOljL0o!+uzJ%CjKr#LlqVDfcq^nXb7qI zFH8{3;zd)&etyKqtyiRQaBwN^#E|QgZuH}{CepvGyfN|dbi?H2l$5&PmmW3oh)6(8 zdUnkmWMmK*6cu%EyW}=D@@*6gVNO_VUfm^U%ScPlvM1KoW^mcLy1FKO`SN2KSL5y5 z+C8aJa0a#x44-_KO~K-UbAZR9*HNgDnn>HzX@tSra`NK$@84K;0BTz<7i}?Mpw=EQ z>ystgrxWxiNdCm<6TCLP87_xZJserwUaigUg!#%2_Y20nCbFDjl zua0^{k@490_|n{(M=aj4>HPWgC!~9$1H>A(1vOO1!_`_m&#D*n%E}7jl7)rEx<@l! zOFwVg&481lwe_pX$;ow>MmA2){FpdTH@A)rr<|`}X|40JKYa=gCkwzoZuyH=rr%sw z65{3N_L7Q<>gT{fq(YeKv<;Vwt7~c|Mo~clb?cljClXxniI*UxW5H5VvWC`y@fo1Q z*N($`O~f1=947rG)g(crEG{krRQnXrNlv+lBCnt@vAT)|xgPaw`{Y*4%*-MrL?T+_ zC`-%zB2&@MO(T(dxxtxgUl=Z!!l9?RxEKjH8dgI?Avox%UJpC0h_3;r<4=>oO2Cq{}7K0XqSm|IA0gv_5elo*PAq?EQjoJx}AUBZ* z{C=>Bee?8-fMf#zYEot&WDR!&vdKXJMhVSt85qB9}cd!L>^6R>g)5XtFdEaV*vz6zI#XX_`CcO$=uxhM-;QBkzJ)3Ps%z= z{h*s2!-)&F6(|9l{D&Al`NqJ>0JY@v{eIO{``=wcMXWy6j#uG@i4M9T`6%}(D z8oWB6kdTo-)$tIG2K<;!y89Q+YUF2^~b9)7q-vnC&GD%AW}tGN_I!Mn$bRZ#sem8@01AFI*YOs_N7=l;`3uQQ zF4bb>Wy(an- zq+HZi&g2h$0w~@?m+cqyT=rnVOixc!m+<)&We9p>fjejWogoI?3>j|5@~ny)7?4uS zbpd!6Bt>sKODSYB~B>uR60I7P4uUw^|(6gfm0}Nsrr~gh4@K zRK0LgTkel4T5}u|8_|9~sc=2w7ywSV?; z(G=a%z7Npwpq55edx;5T%Y#_473*m8 zzx$Y)8g9fEp-K+}q8gyT-^CBZ-idsf4L5!;c-OHK_7>v&{Cq1bD+uJzTD!=8(=<4A zjJb)sV>DEhc`(liyXt?X59zpSyAmpsP^?kjDVMk}b@WGW_Bhnt1=W{TwJA_nYGAU* z;K3g`zk0Fek2yZdywX?rC=9*h0K=1L8o~D*@cw`4MYHA4KNbLUqV@g%QLxcf_3y`L z;YOpxcsVEV5*$_E*^4?%Jv(Aa?U)izdP&K5aTcx6Ik5*We=#idgx{oEbmz3+sL)^~ zI9p36yx*DpHVCMo2aPBGl)nQ@{{$hX1hJ!U-U3Ka! z@H-b2Rz6Y_JpV|oT)&^*x^G+J=^M1NCnO;vG62?D17+QW90RfV#gNprkDP!6i#S;W(3} zg^I6)TXi!@7WwpasK*({q8f9&q~DmOniibGDe3YALJ`?laBFoT%{v!cpD((%5!XB7 zD2Z1zUbse~@hr;B{bylKGs2o5XZl zqBrO5SJTorZwA+%QtSyKwA33&xAw4EO#g#+8q=`;`+L~wogd86W&#vga z{%qt?lUedkyHry(pp8T)oIf@^ypWWc5C*%6AH&hchA1TJ%zO2-BZL_4*V zy{6E4HyrqIOZkEVGw_NIotk=@Q<-eFbv&|@z3A+-JnWm7=6P&%sAT#F-Pu{i62{8u zRS%heN%jcpwxZFGdx|cg@rgbANL=4J(`I?)&>Hif%FNw5mDrlK>c#n@=;sk3j^vn>6oHQC*D!H zxN{bb!&BHOdq(4U=+i+i$sS>bnD5gYy=JB#h$a~gDLq0Zj^ukas&VR;m+$_IJ{ht>ADk!Jx z;u7;)PFGo!UO^Ed`OrjMjinbHxRR*q_Y+b5{o*mM!}HBu$2C!M`aF6%k|lW#if?c5 zGt;GZ*Ize6d&fu z#C_LZekC!u|E&n!b|V9yTv+VFF*2{E|GutG4jf~Tq+L-S&kLcY#QQ;BP`D|ARj94Q z+^Z%0vzikAx|*~KC1$K)Lcp%Sf9?)+txjfFT^dfQwkCbShAr64mv0gs#iZ2WAVy{` zxS7yXdwZ#Pb_d8ICueDJX77}En~Gp)^U*GKMADo3CMHBeRkeGxNSD5hvoJ}Y45mpJ zW^)s`I}O|JW?Y!|Z3pv7#Y;3t8MhURJRZU`dp(}|JNLh&!U}M2f-;?QNW#@t(=`f} zW;QY!jx6i6ZgFdZ3iK)F-k+3i_iiWHc}Zepi)5t4)wPBG91+-@S&fgE9~0+yEelNy z-Jx`SXfbf9=4+Yp2;I+v0;GKg?Vm`N+sFZsft92mlxsiS!kD-<7H@(5_J-kp|2uy{ z+Bsr=2bk6M$lXZ8GDpbWWpatn^eH&W2ryF1^>bm^cSDTy`WYaS3oYg z2Jzn;n?d%2xmRVaB@Q4k55Kgto#87;P753Kb|?V=8cKXDXTLxl@d-3g=Mql`y>}FJ zC*MC`-^oI3xltnmciA{8+r$|el;0VNU&26=Iaz;nAzmTMHbRf#J2?<}EtbKfu&;?e zoy_2`HvE|W;{N(-ZXCqs-n89hbQ`?K%gw*x^}W4@?=s_`j<4p}jjz_nM=1r}DkyVB z9#4t1*m;k7PC}5S8hNn$0S2&hANF--N?qT#&_JUfF?EIZiTQce;_a55Z!Yv-QunCq zBt{mIEo1WFJUq5?-~aN|GS0rpue3!8-$@B8VHyxOm%|0e4eX}ZwNa>xvk#Z>53=`6 zL-QKRp6}{&Feh%eGKQEbSL|dLZ!{OGjO4h;U&eJDozYo0`hn$*Q5>b@6oT#l6vK_T zUBKGtgt@ z{N@&=feHquC%B>KzJ&bIf!oMy64sDBsRCrk#PL@)(=X8eL?{Q6esQ6zp#TM4xA@iI zQSnc3E|CMtQBvs|id|9S_}I5kC|Mb~C-UZWPgAXN0^70;js9L#FLxZT~7kE%JC?}e2BU!UCmHpPPybBmYD*e%R z=Kn+c^hd9B>ZeGY8QpK0?nluIRt6L?)i^0mgjrL7VYLJ-??bj|dc| z%94pmkK8qy5B4A2XPj3Cna$!rJL=T5Z z+1>KID^M)~WjK(N9_X1NU519EJD4Zwu-!N{UN(=mW z$0$%9x-?QAN<&Diu)N|r*3Ev<|MYhY9Z#gK;=V((iWMN20oA8!t9?)yI5;|u+%0Ll zc+uT1Egk+yu}QV_EoslJ@a29RNQ4k|ec>B>ax1}WpcOWlSR&vfOxaWoQUT_%;Zf)I z4h6m&;WNJr(R|jrY9d!P@U1&HQ!4uCi^HZ*Fdz-4 znzP+ErG4E9?X5rHEDgDQG#M8!QrlXdA?029P>5co_#<s@%I)8X!RG&2ud zYuLbrPef@aK1w8SMKwY??CcBB^`)0v&c_iQ=Kma%?{zhtPh~^BuI~E)t6Qd6(yl)g zy>LJ=;#b`+RP)2Dd#nJ93d=xXDW=nzZV-vn>9^O2PdLc;@7K=j-)kGAylVpyX`n#k zI+NWTZn3V@*(yw=B<+L5^c@aVPZuQlp4%Cf<&Xrf40WIhc+T}G*0eJ-SFBD%b=TeR zwRVF-ZmG~hAA+J%y}}r>vs{EL}fb1&D|N>@iv_$w%XUWM~mH)~tAE&t+X<;3Z2+y|B1{bew&*TX5!XD~9{ z65Ym$<$4}|*x%hh{N?79Q_Q`UqTS63WR9T^h(8-tn?7p+I0udb@Lw?z`cy2BNYizk zxWcsqo0q%P!1aC(DN2#kZ`PC5bOb7_t*-KfT3epA`BSNVf5Y2Er%QA9pdhqI=1%>G zYKWuDRy&5nv`p4=cm3>c2{cjVYqsK`YXbOsjrGYm&ljmk(Ge<{Mn{%&f5Q#_B+#Ha zq^eQsn2y9iaZw04;2Ykq4jVwdciC<^E#py9n~LUqVWEPjqNo9nm#6@cHrowaLndD^ z#`vIq%@mGN9uaSqIHfqyxoRO3GVs8YBzbH_Gf4p^bXZ9ag1z3Ca{ zbzdR+!JOB7x@2(unQXsnWtAqjHY99a{Qw8`w^*V2bfPw3xWVsQq+IGwR7}-)@~AVZ zyV)vGVC!t-imWb|dMzk@(k_WbP3(4Hi|e{~-v_|csbRT6P-(}DVC7)MX87l9S_ro- zaKbb<3$PnM+d03{_XQ|Cpz8dPkz6N1Tfw^$a30UE`cD77X>FmcOIuUAI7$rP>1waT zIoeY0l+DKk2gRm88pA}py6n8TrGJFB&o^b-TdUUFSOwpvx`iT9E;fLJ2*qDYI3{8c zjb3)1W9vkC_@DvFvxOA~Yvo4Br5re$pqg+qFHB@11m%W0n$zZr0@tc37jeNqGUDC# zS9>bPYh!>P)V9&1AFSO*^goPLeLgu47I;pa-Ji-riYIhq3E^7dY~0W8!e6^CIX-aY zsv*mf8SZ=7Cmw?QEUxnbC-qA>I|pC%24d>uSFkpldJ4;rHrsjwMFYURfZ~JdmfmxS zBb9c&*)4Et{Q!aM*TaCp8I0ygBn`J}eWtxHX5aDpU9+8?ok1XgA19233##B_@xfd{ zly1cZl^U6F!*cK{roiGYEtKTkzW?tY4@qhQfI!N7j%0$WaOENqS;hhxN03P+I2sD> zz1JUq_4IHL*+gB|YxzuYz0MzI8ysNUQpjFd3*une3UNUh<+Cz(WR)*l5aIbd4^sT92tu;nNoK}zYko^MV*|DSca%n&x2}3N@wIse5Ga(1A^tcwjHLFod9e!Rb6cT!2HI+0fDRe4 zxnm%aY?a?M3G_@*n|eN*rWUV1V@#zdntPYghv77)S$x)TJGmC$BdXleT|$@~h7+tP zcWdpY&ch+Z$M5+069I6HKvGJnXe}*8ZES4(`Ln_M_zq~lK%yg$qAby5WME(ba^LvE z0%G=9`2N22YaX6%GmhL6Cf)JALy!FSb~1;0B8zGQpo6jDJH+|L#>Y$KPXN|82k_lM z(&_E(rDtG}j~Lkfo132xZBUM<`2z>&+2i{TaVdZg&jnY23x)#v7!WlTc;P0baUx}( z8=-IXgObW$5iRmbt5@Gw;krntt9@SwW@ThRs@V>1A$M+|85xzZ8oyI>;LqZ(%)ElZ zw5Lp@-k8xclmZ0%GwBy831rIskcWV~rL||aR!UkL4iK-5Z1^ajGh%S5Z+CdwBmexdgNOoY zS65dT2ucab$)U2;LC;h)opMG8(B$)are(p8MfT)e0f$W)%5lKiwxECxHitPVvfCmbo z&_7PHa7#6}wvwc>=y%n(KiJbu1Ux-lo!%alZ#AzyurQiWef^kV(PJp&3lqGhtjN~_ zqEnXLN-e`uEI{+OPq>U^jWvjTt|ImCs)?3ja#`m4nUPi!w$|2S`udrPDA1~3c~~X$ zBR!r4)@NOgW83@tA{2ini-UZ%a*>3&ISr8THZM89jL37KK$<;|`vi_#f`NGbdBg(5 zu0*Nk7EpWTwrm_6q}|_^3jHUf&p^@dc`Q0sf4tws?}WJ#@Im*%g<)cA{RG-vB*b*U9kQ+@|tzUEBblM zftaT?{WT{CLZ_0|BSYpNf-Zaw0kUUpZ7q;#^f_J~{r)WuHU_A?8&`K57d{Eewbz8X zy7uSXF|yQ6+1qhlKtbSP~+ zXVn@BsRIczKsm~FqP|_&L?p*}nP4(a$4W*aW=2{=LWC6*CkvTy(`-2Ck7d<2!=t%oBJOPM=ieqYZwpujcS7R(t2aIR z<4C&wuU5hz9|N8R3lK0QdMsMYFL&OpG&n;$w%q_$Y7ThKK8GU9!cyqQo{Hrti|kOP1Yb_I{2S6K9S7Vty{I zWXwX?7*y(A9-q|0^L^!2wKO_tsQ1g3DiEFh`{_sZ_T(2S`W5Geye?X4|CIdf1?*1l z22q421;)#Xc_Fl)9Dtho1%D<~44Qh!z)9fOj&p8!@H*J?sJT?!+zICf=M;pnW&%<9j{hb)Lf3%!*NKWkQtl6`V~mB z2w{1db=`;kCk@EW3@#K1(eYt&iEb)!pSO2*o)xyey}kE9c{x9Sz3RP7(xArzOUO~Z_)z#I4As%~=p_}@J zS)NFq(OL$)Tv)MC`(B;-R%X1nbtMJIvANE>RjWjj^+=&q4U_yqYyR_5v#WBT2n8ss zX1@h&3+az)@Bt47R9zep;UyUGuoL$HBtt+xxW24~@5pJ$M732aq=Ai`9HD5<87B_l-Sbj;ylzG<% zYbex+SIY%UpY{*q zdxlO}NxprH1M~+@wL#&Xp3|UIplQ6^LKK)Yu!vpxnLb$ zxF=q|*->?23ES;LVuFR_+BaxSIcaiwlfLclxU*&V0JxgB-+nEn#e2X%{PLV*6W)S@ z{GlJ~oI*d+c6*9elHm2E(fu&}ZElmb&F`~@gO!?tBL?1=Fx55obT)gC zGomMw6;sehhm>^^Kqk2O+t22+q-5$A@4lYgHsV4iCaN3*PBAzpu|Da8(*ZoTCcGPrl8yJGPf`suPpB+340gs=5Z z+NstZ|AXpg&4PVzn%AE;hJv)ZOQHL#^y<_m=R$M9X`8cesHn`aG;v>^6dU`47SrfLWIXWlL3h=S&2k-V>~^kV?1)Ay(5blu62UT+%I-bhtgxcJc}>UnEk4E|9qY zU^A7-rFjKlLO6XCa4K4GC=$gDn27_2V3}ci+~}w>BtjwT;R72#{8uQ5jabL0e%q9i zY^MX?{O`8JbeF7cFY)Y^9!2rBmcUHSHzcpM?O)9)wZY3J#(X_;-oEOOf6JPV0zI+t z3XJ<%dxVHe?DArpG%<3&5nmRt(+XJCNQQ6q@ZOl2c}cHPR9+vytci)+r1kBiJy)+% zrl%RmOnE5Z_wYkBOVr5W74Rd52V$cR)Ez511 zJk1|liJQQL@nr<}>bQxGj%4WV$IRju9?-dGJSIIHXqsS$mR`Zm1Zy0#( zbFx!z*c|+Pp30Q`t-fm%Dc~MKAAH}*1_;4{1oOO^Mb)P+@xNu1Wd&6k%0mopFCDv% z#N4gxs!jydhUJA>!J`1Nx}w@K^w}!F>Br-+teO}P3LTL4d5O_pzkW?`Z)#96%^=*s-%?lITwzTs(VX*txhuQ&MmXAAmE#i2KXweo;02e90gY7dRHj&plM~o$?dI=x&3BL49cISdUW6l-8(qYxD*0z4d5dL*)LD9&a@xx z*Y@_t@0lM6FnN*M%F1W}ZA07Igi%mYp(1FLo*gg1hvEEi>t5(zQhWitMoE(FA|hnZ z@T{eU2UQ!^6+%QL8exZ1_%V z{#V8}Hb`KW@^=#9Xq{HC`&z#Olhd<37L>VvF88d$7VP>!YG)G`jsxyw^R;}Lc=1xr z{@S%Vdm?#x`SJ1b_rR0_c@O+&00BT@4D34jf9^V<(Lt}tLs5a$iSqag{|-Vnw1gf&hurSWyF+2T@~o#Mes>pWjuLTzAS&*Idk~_ zYGRBoe*&R;0i}KkHB%Y>2N%DRYWW-$-L6IG^t_dUvT|G^M$uR4<4+1IDq2`o^NVf3 zGgsEC`6E=mFv@q>j05bGqD`$XpCeP*&7I9_LWH1?HLWu?Zx;&-3h1A*+snxjE-7fOhIAKMs`k#tMBkJy7Ln##;HHB&eS34W;CbAL(pH%x+p|5h~T;Ssxwa4oG+Rs$Ti4g9 zsi-8Z@qGWx&b`5a`8M;rAn+5gMsGV}`YQi5oWd`f`reb6kO1|`Uw)x3F<=f4fpMUM z{M$#1&Gg(W4xJRdhpU8ytf0HgBuE44p>H04}8wN ziv#VS5yxJNl~|1rQSqP~a6YWwQuB9Jmhxg72AEw{E&6-aYNeg|czLpu3Tr#}n=C8( zgdJW@yWnHWiGyzg4Ovx~X?JLZZL6)7dpgOPq&wNA=^;Y)Oz54eozrrpVVedzdDEZn zXQ6q>#7%T6r3F1Sx@qlv zHI(Iz-;L9<=@c5PaN|V$?@7Bq^lQWi523vXzXkf7zFQ+W7@AP(C4GsbYF1FyNo+)$ zSRuNVdDbV*M)fz~pA#97ek7wGoXjZD&QPFUgYcEU>nWg3)U!7 zUa56`(eZ4d{Ph#l{EeHCmmsO4iVEws4@eSzX9INC%e%s!p3n-EIvgmHA|j^8vDV>u zN-JBSYImG4g_WQbwrv3GUT3~CG0*d<8n0RPu~1^r4jS_L0>-H=079_;3Rr2pNb=ta z%Oy@s3Vc9D4gTy*L)!)P5wv5LzOtz0hF$p~p6!!7poG)y()9RKp@FO`NzWu+ihI&i zX=7$Li9BOXD|A+^4wT0*5&XX1J~84S%=$G-)RY_DKUxQmx$c!!{NNu2{^teo92lg% zSTmMx)lB=11S!w9eS0J)*9Yu9wbdhoHKmg;4yu04+e_gQ!aIW@@@K;3p6oP~&yt~R z0YWZR$aG(7^gOu*?mHR^#~h-dumRzFY`^Grc3EO=fa zhcFG{lajXm*oAptSy|Z-q~kes@7s0gA#i(lhqtU%GzFMB!^X9{C(Gl}{3V9t`_uMX z);ip!vo_Yq!=42^%ixb86?pWpUzG;&+EfQ?+H)-}7D+#&{bfdR-AUT#o*Gr;E7VZO zUljk4!b}Y#E-ovsN$0V-a_XQ^XQohfdHDFKTA-akED(v^KXK=dwu^DVGUo3_vocog zmzBn$#)i@p$n8OD)x2)meSp4xxKflaLC)!B^CopPu5TvIsdyzM6MiY@jqJv$!Nc8! zdWiT71Mer^)u$3Z7W`3mE2pOsuIs*3Eh8~0wBQYE+E0|2(-v_&kwt~7B ztPVFf_nra+@`#E?ExxKyW1wubj-?w{g=F8&$P=V!?kY71O}I6E^@)HoTG_;^xzc5` z@$BBe+(^DUsHpl1iQd@}PbGZB^z^>B666edpljMV3)!Wk|E0cM#s{JJQID- zL_#?Bxx&r>%Iy^rvG5A~-*4E3u>0R$jfKsTbyW5Rpv3bh6epU_bWs*$WCpH`TS)G9 z&~v!iWQgFl)qTY zA^5vzqMC{pI2jVYzBL{f3=89?5^RG+xn4}TH|dj#pmCiW4Q~e{Y~VhfM!Af|j{an~ z8lU8fS+KKqCr#%M9~UtT7s2Q`Ae%9jdrO+4x!swAZrD7BC+Z4Xo$`Yyw4qelo(BKJ z`+r&4AScPhe2sMgza+ ziw}?<6Lw-W_?ks0P5b5*v|3$~Ol;&3-yk7U6}N!jH^2}3;)AGSygfNaL<)rq6R=G- z>Y>H=W1|j(--3b!P| z_61afUfG`Cub&t4h3fN%9#*djBYI81!xqm>B{DA4d-d;mnPS|J$GQVsTp%Q_-&>e@yk+%l1v^)22cn^CfA1UIFKoqw_WIWldc<4y_##XCEV zp6`vqkp@$XjFjNv5m{VEimcldo~t>yj^0z|EK<&d%!RXHwNKcW@Z)tW#xn@SQ2257(RRGU#C5}Li2RQ- zs|zY&Ny)4CfSd;Vnj2=IZO1~7Q`NAA7c+F8WjmhJHiKV3V#iVR^L_E8;%iSd2@IH) z`g%l?R$TD2m@**}UI7L-Lw&sA{L#I(`m(GcGhMeCJy*|kb&6i-FL>+dWLZ6*hk!95 z0>pmhlO#{lnN#9tSqx%|RJoIF)W7A?H}Rz_7BPz}pS4mzX&o2eW+fq3hlafSYdt^M zUX{_D{^ukGt44JCnH@M?C#Sg{%dS&`8CC?6Pajcvm>H$Y2jDXBu*UkrQ@ZR(IHuH% z>iE^vtU4BZdnZ^Y%yuu~Dh^ZyxXb8e+#^X@;>nh->etJNer#O8o}{V}odzE3z$GAP zt0%*Me-m?lm>79uRTHvKppW8*#{4KTcz;XRlt!^_cjXYoG?SZ&45D zD+4@<nXfWOMuCF{&%ikSo_+<4*5HZ0yW@6|on=710~N`@jW3V+U7ZmiQGm->TwWgO z_V(5ZFzi&|;iU4mTL$m|H#lFH7ib@#?E|_6*|X8T zI~*N6Pu^w6y_FkI`aA>!zf&n-2p6OM1SKZ*rBMkx) z(q+)yjUY;jh=7y|f^>Ix2#7QY2#6>O(%p!(2#6p^cS-lRw!ini_g}c*7}tSg7>C0? zdq2;5)|zY1xr{z31BB1V$H!)U^JQ3jmF>{!&weFs=@`Mgr(?(_Gkd`r!Im;2K(kBr z(PFdQ*xgy`d--)Q&8f?1mxP92&o*^k`%#W>YI*1-OrEy-85UM(z|kcvtsnB?GnT*lxc2+I*5FnEQc& z?()LipMk>3%WQO3Yg8>0tHxq2hQd0{^ZU7-RQHxf-Jaq^KMP?<41+y9{r8XruU)q- zA55HE;-%C`GSQ>wVy&>NV5g zH2cX!$2pl)r!%&QPkuS5fvT5{ zE-qVpHpV%T<7=kZ3*ETeK{GQmDwVbI5W!z&&}CBo2K|Dl31OMu-myr2KE5re6cu8B132uyvoH-pGcmudi3KQ@=N1;2sPIi&LkM6sL$p6!`_jKP z>U%ai=m3>y4m2x?q)&NJe?WNE2@<`y%uGUPcz%3Tc?kvmt@)+${I_raj6AYcde8l}W~AW-hYYQh7ZoF_D=f`N?=v1;YAJy8*^Yp_6Boj-IWop{OY%Wt7Np7YP}?+zg<2~VU!VB69A#H z!DC#`%VQ2dMsQC#a7u;;BlJc^;Enqqn?4pT8c-6T3Dg=Spz)&KzMnrVdPJGyX-8i0 z>+TYDS zAha_xGlK*K>G0+*ie8Ajo;F^-d>QbfX_wk<5SO9j5Iwsly(`MM_Uq{vM!+$s@zDY4 z2v5PL6E)%>k9c&6v()?9Gj^n{f|9w{*M^&&e(#w86;_K%Nk>-W=g&M(qyKF0#lLIl zh}tJF@Kq70(yTY#_3SM{f7*cct7-T-alK=Qh_LHWGQ6a6( zCwkirvEU~=f8$bKlb+cCbZ=k(X!J5xYXTVt8WTxQW33e>B{Tmm%)J*%PDD|r(-Q`7 zE$`cTo)KfHExWo}wE3$Omd~E2Q5pzm@xwWoW_1Hub?lF#EjGV2J$Gd$#+NO8$s{g$ z#W9k<1Quu3frXO6PUElkYDyQiq7M3Wx$8&W8@nFfyQiQ>f<6vJ3P83}%7pLVr0B$GB!SEU1eO2*@pd&p zfPE@Jwx0)?z3Ju+y6>1bb>+v83Jg?1&OHP#BL3F6Z`>U%EHP2MD)fN^G@DbmoYvzd zP9W;`IWgv6*X(cG>wwlZ_Z=F;qK|N7%2Qy&8=4vaj4=qLsKz4b(Pdv5kJ8|L0#tNG zpVt)bDbw^Tv%TmqZ?k;u|G^~PJfU1E>_?s`@heB=O9BH9PB6yY(-1PWt|z3g7V@SQ zRvGS9P)`$uXuQmmk72yRu8%b+X`yIeeC?{3;4bx*>v;ScQ%~g{#bV|iE#Dq0e3>ul zs$S+qB+r%5V&U?p-@LQw^H~j*kYwEIw0~}4Aub3Nk@H9Dc!?Q+U>RbJ5BlYJ5cgqS zpaGnL4h{t0ziU~P>z9?484u=crB?z7{3X{v&vRqwMg+FLD7NZic%t|GY= zw9HH)=s;s_>*NfPDh~YkfvDL)$ted38suWLvC>M8j{HzNE%ax_PD~i!6A{f0sY@%u zKSJkE)4(7K&L!nVR%O7nPLKM1l^}CNz!?z4E$w;Ko$ZfXSX%mb&$r~?O=F;lwEsJ& za`O>|(M2h+cA%#Rycjr25vBQ@gL_#feLWZ$8PFKlfAokkQB_k{ z*JaN(%+f*9ONgs&_Hxr3b^jIX_*_Wr4Q!+dvo_=p{H~-}a(-1+5ALUL+g?Bml4B${ zU)6v^NjB>eiC^yBGdSEhy6)VmGI-lhAEbA)ra0e~^+qf=afUcIMI=wbPh!LTfsNf9 zmItx4fmpp6trqJQZx|k7*DK)$N?`)y(qfZ$b~gpyHTXj6JacKOT;?W)ncI(WsRTN2 zHt`6DJ#GC)SD~88#zz+W#JJ(#oq-7YfeGi5&)MqZSupj8VN<7`+QAD7d{Cn2)kP5L zFJs&?-4wS>J+l*XXlRkO{e%cBkas*-83Wh8Gi`~wPrAd__vDcTq$RjtOxdq%zg0eV zfZ7yF0yLEF2R(npH^Ftn9-EJ^c&Y;&IdaC#s ze;g#=w)y>!!DKw?|NBz>|M8OK;N<=P>~Fx9XovNLBWp29bPKr-u7)BWGwxHd$mMOiWdw7h-WoaARTqWw7X6| zSRRVTJ1EFPjML*p0{46gZ^l+~usj&~#~|r=c-d&BF^|ZQB14Wn6)~BieDZ7zyz01v zaY$j5q6>uGCu_*Hw4C}}T)7;fo+%M-SnDFoLdqyEeiD%$IHSTsdOJ@G`C=i36vomw z_7=ruup_v&dvIU|JA24ut!N&}aiIyLp{IwFsOsF_?+OMHYZKK7T@Ua=%5qz1)<~Uh z$paosPEKx+O-gE*b{w)MqA`UXD;@Ts>{SX^->Zxjs*Y_6=2v)E%Q*SdmLIZ^%5o+3 zTU-rWqTMGZV-1I<6=s-&) z;CKUHT7@~jS;c~!ogE#YT{n#&DthV12$KP|AOx&mTBhv`5_gc2baS#ERMI_)o8mk? ze(*mz_4Q|XucC@EfcrY?Dmat4PC!*sTQHv-s!sIBcT&>dthd8bbkf?Sq}o1bILIj1 zJ3rDv(?d-t-9pf$O-OQ6n#52VZZ~T+*b}^g`W9ryMV~qsqB*2s>~!-L%)2Ql2=M1WtGhl zMP!P3FtU=b!~YLDe>LYrjE-ECM1xvKp+o37FA8b%fb{}IQL+tYoJ&BL%iVOex8Hud ziH3@T$`r_ykURiF1S?)v|JOW0Y`NY|3tQXJ(bfO)4dSjk`}*~^lg%M(M*l*`yWi-c zMMzqEgB;&}Knu{cDJC7^d& z@nVb0>zqM=(}8?(i6JrFikaTgeefAIbb1sbR72toB+b8HuFO6;m35+d0n$W`uPhv2 zM`Usv%B&jzc&ld^fFmr94U;}Yz-hQ6Sh z%>A8`G zjS7(WLMmWQ$lYd2BJf=F?-v2ygN3kOg2xO&_!-wtB=7AXoA>BaMp3X|Y9{_Jph|9T z$q@JXB5cW{146zSKvw}T#w)VHC}Uw$|D#Jw-V+2gLs-N>`*b_q?#%TCXBv8+Lq@5? zKj?1tlT~LMRkMT>;LnBf1OFpT=v<>vh;2}ouT%{PmLx+@PrVST@OB4{h|`jWKvN{d zA_S_w=5sh*W%M248AEAM1wKPt8?~FJ=H@I5d*8mPdhMi51wjM+MsELN>*}XQq>tJD z@k9@{$+Jv%EYt03>aINpPv+$(avg#^MI`&!3$m4M-J% z!HOiCxRps==37TzsFtful`qCAyw?%d@a~0e?Yhu}@5LGKiATK=;@`426GF3 z6XQ)gku9+BnFeH$SH2IF6+ph<-UH|+XR%W}<6hnIN)b?)EqbPgp9?~UMY^#AOpO^} z*h<35l<9N49H}4QB{0*rf40sOEi!AQ&1rskaZQhc057$s=cjKe(Nn8a;$wkm(#JLS zTz~OP2nb(D=Kl0~LkF<6(x~4R!@!EM1t}f9Ed$*_awo|JV_5%WV%`0(~&>Vs!hmo>Q5{s`aS%(f-$HsO-e&EIb{67 z0|vz_4<~<^69?vE5zZ7KOM_x2we~Pb?(RedyaUZoNri_+xw>s zk``ZN5B@yvA1KtgZ`yR8P+w&$f4^ss-imJ~Qv0mR@*%J8aJrST)%w-uP;9Z!ChoX3 z*dLZ?KbxK=8oc8oJ37>0KMq;1a#!Ts&sYlnef7lKAik(ma&^&oV5W^dRNO?AJJP{M z>3Tz5Hs7?CJk;~_^cxEDopuvW(bbAqtGw@C)rknFsUyY3kpJoYj%;sTp11RrO1oZT z8C7=?*#(7QCa>ASVDXYCC2abwM1uPq-*A09ZKVhN8yLkKd^`#8O3Um!Q`Yvve`XkY zeQu=tz344e#)&skQgMm3db^QV!O0uWS*Hv;u?)BAU`pc>J!G*8T0w9cY=Rw`7|v>^ozct}-&#zs>|2Sb(^Vb=ismu$31V_Qc8723}dGi+dK*^R%bRD2wX@g9!< z|LXc=XWQ$OgRJCMY!nZ(OWG`0R}Gcf_c#J z_X?7L0R{m)+1UM=q}Q)I*2P6caEgYhy`_OBL`_3uzxI>OtB-~s0wFrR`NQWi?ZmQ{!j2fVhEbxS7_Knng{>xxv?-1WPp=jWRjQcpdB z?MP|lh6aW{z`*W&f4>M+q&%YhWMPp3ChIHO=LA%jGTjz zBR-{p|D#i~O^mp~x?Ru-RTEjKE7akF}*NB{2dSPwhu7cZs4I#U(K> z-za^frD{@9qd97-;JL|hK04y3yrGW~e6yiodtezY`6HKw_S`!zUIrGNcQ;ih!UQJ= z-jRJ;x9|gq-ra|KfucbEI!UXA{hJ1FoD=o^dmd2=Qj)(g4c}j~qPW5&UlhT z?x1dUn|P~0J#|3RLf$fyP;ma?OO!MXm&Dx7BhPPW`rx-?g(IU)f9Hs*rDhM0)C|&($;}Xv%A+_i*@=&y`Va!XTOuh<}g^ ze6|?O;mo*<(yzI>b$BWH@#}Ez-#m+T4`%tPM*I3ZQ!z1#vxK8OobO5*oqa}AiX$trnB`Tqu^`>0mqcY{QsSy|c@nQd-+vD^V<%9(-ts!Z$| zN4UgXZF{-9+y1Ud)K$#t7<^jOc{R5TSM@%*BZ~FDsN2pgo6~OWj9!AhDgh=*<&W1U zmiMh09^Oy)f3cYbFl!(|_Z3zw^BJ8Kvl9kezu9ao8sMC9|%Xrgc-6HJaRO?K# zeIGUQ(Al!8;o_jx17ZcO^-^o}9k#4e6pCG64f&3mAAYsA=`?ijB`Z15uLLiXFq3^z_R?zn9w=e(~L;dC&>b z)jY4@&unYPPtOn7kL#aIUg5q>V(6VtF6%@G`64150OYd5<~KFvTM$|GWJzD-#JIEa zQM2PYp}hfmEEIi!NKw(!s#V=}adDZLDlIL|866%PB0KYhwi~P$fX_ca>3$7O3mG?y zzo1`y&1Fa}{NO$dsbXN0g6zPN^NY&yZP-Xe&d$z2J8eY{e_QX>N7{HH%!{=;z)G2R z7qb3|LXmNevm~l+3xgdXZs7FS`aG>dyVZ}C9rX=Qd#Sx3*X#1J2Jc&xjyP zz2>o$U3D}FDez@VF14yn;O~Ns-RY%%>5J2#omw(`&(_xQg5#0yw=+R#Sqe-Y0e^3z zng%Rp`acQXClU5~c$30pFn!BMwOXK9SOddY<;mfWu+!wrjoDjDI4IrWxz6MM6zfNrF>FO7;cFF7iV{&KYY<5TpMnwhm8Fxme1$1=qNsDcE;ii zyu0#_1E)Wi{+e)`6bp{Xq$v`tZxwx;Sy4-4>g>JINekMrnh4v8?VJfoLv)flNs^p%x6TmA`Fb*%(y? z9v{gu$%l1rf}8JU@CXDE%hKL)xJ&f&7cVeTfNKK^-g!oO^|`nh^@WD-d0j22wi>61 z7$iQ3!ZWnVx~x*R_I+LzTv+vPhD>e7ruAPA3Oo)EAyW=XdS-6k^t`-dIC{()Pz)># zS-;`u(V5)r?AV}#?Uy{Dg_FV`9F4ncLKHR~0h@s92DE`q&GbH`eBlZK&CSi6f`60M z*npJuHZPCy#*Nj|ZxZ+O+&#ij>42%x&k95-%_SMjhHKY@ z@gecaby1&KUBu4P9(1iZ4IcZ|{XD9MDsIkr=!(HIn`q{_^~>d*EKl1|WkUeiZx6kH zqsiW9^H?((D_HFkfC;r`e>a~bbrMDP()rLUEsi z;b*@@K~mvTz+K$ql0*co135;tdk4XrW=yFWBIc<}V#Z&B={Y){`7{_jsMqd{Fhk<9Ys=IoXBA0BmdSP-j5vqr+}OV*OO73Nq$fPC)MJqYd?mLXH>p$F za%8#WOY}8=V;t@V=e2-w)sDn2pNg9`KT;mLaA|FvXP2mSd-LWJg<0$)#S-1stcQmV zg~QJ!&JSm+HXBatptA$YgB&PAz%{fJga=5RUDB8+1at+->p@8m#avfql z33B|cpJuVyIXN={PgI=hQpj-?z5rpLFy)%97rFv)KQcX5ICpn<-!wE_gEo?dl~pUE zodsz2&*u5YCeO3Jqn#(*z2*nrZwKd1N8DY+X1_>2R=NC*U-N!?%!aIZAHLoo^!x#w z1ypKfTfaCRC(Ioe9!v97NZRm?Ez}Nxa3U?s{4? zy67mD0mkGSMZ?;uopjZd{|T45t2+KVC8)5z<4}`VG@+D%<^vwcj1)k6q$SNgk$ zyVL$IhvlYul)MDCOSGY|~y3dC#f9V4u_ghkXr=NSl7TV;*kqW?Q z;^-QB{JBzEF39fXvfT-gb=57`XK!nw5B&%u;VkH+Y043O_~6Bo1c{-zNGO1H02JVZ zA~`OO1R8RNB|8eQSt3}PBJl5G_3g3T6TlFQA1H)%n&Yv;rKqBU3$0g>W50Tx_P($X zjo1kN;B?QnfT>hXiwSO^+eY=`7G(7dz$ZXt=TqnFQ!}}-QW4`qmg`IW{mP7LL0g>fQ{ldGBTz2eugkopP`iNC#&PQp@Sk!NBlE$` zgog@DV8MdHRb`Y02P6N*PfwEyigLl}56#Ta7JH6QWq;BdeSI5$HO*1f=%J5W%=ut` zb9c>#KnBA80yyZNGd}A?e);$%UxuI@Yq~ky*AU=XtEZ2~p@9L=DQ;!;r7u)Z4Pec3 zUcYK^O*&Pq7q`-KgAYb?Ws5uz&N~`|mILOq%`WDGf=qq}ZvKgPzkViG(JpF#YmIhj zC1Z)H)x#Xqhf*!7+RGx<6#78NEeIgWkf>T>KdXdl0^0@ByQEhJM@L-;i4F?XvqFIS za&oe@#RFcqZKn1;#1BET3*dWN?`s~M=-oa=KC##bU<%*Y*B5zxDj3+1NZBUiCONU= z8Ns~DsjQ=`n*)&put9`5MrKsmI-R`bFHMYNVE66|g!YbTn(dve3tHjdPGsOqi`YPP zyja|BW5>JH_vELP!`#;^DP~@b&>=6b`*k(#|}~?i9T$qetSP|triF{aBt6Lh}p+Y(Uoh5LK9x( zb7r}U-Tc%SY``WvH9+O!W6x%y#g+8zZwM`kU*fYQ{NuUXZd`kAflsle#D3rc!>&9s zzoKDB2jFlHZZ&xxmOmeV_u6;Wh#e~r3R+|sZ;su$NvfDMf4mgQzeF8Y-*KMJ3y>t4 zX$i+u&g-bb4xC#4^ONVj0bXG!T3g;}y#OUrw6Hr=ln+(kXM0l-tZzp%x)ca6h_qKv zPsPg@obZZKJPPSUqq$kpMnL0W`F5g2+Y+|p?&NsN8!o@Cx}|NEE@TNHjmvQ0Jdi;{ z2BgC6vA(BfaDp)3xN#Y=*R{3H`aAHHVM6=p`yKA)X*fS@j$&8E)fRPS;FE%esngcN5u>xBQX{7*t{A%gR;cVEJ87Kj^;Ye+PwCT?meb3n!1V4?6n`n3s z-4#Z{_TlLc;x&^cvgFh^^iII_z=-=BWBQu$__G8 zL^C%$j0xX~;PutjC64He(03})ivmk!kPOS_4l0m!z4-YV4IDJy6&1B|`ySnaHZKEU zX;ARIc<}<7W_9@e0C9rnJCN4~fvNlAZK|653Gsf`TCggk;!}ORvge`-OvX)Xe(eh( zN*}|p2!OHIUE~NL6OlNf%bVhMgadDOk2{KD@xJ& z<6YwPq%xpr2tK#d^jF1mDe38=wE0}YMF|hc!GIg@ z5{WZh`dnQ>?jG`U`Q}jy^=(#DCxV|_BO6aS=13>XxzdT=u&BqTy-qUjFR@t@n+S*U zihOZ}F(CqoQUeH~EGq!pMk=W&o8>|1{BSjb*%9qm&g$(j{QXh}Ze)NrC-MMQ(UNt0c3I9u<3ghV6Jb3It^hSZH z8IT%=xZ8jO8w*h9-uaDyML&Vwy|TKh`S4*l6wpgPux?=GgF$x;AsuiQ1}7gUbOnI{ zj+3janS})oxF#SiVf#@-*LKN2y1Kd`$ZWM1$}K3s_GzRC<_KW1utSsw}(2c73|@E*C3^Oq){N`E~$c63<+I;;SUTB`tR?%0AZbx9M5EL zWf=DRB<2@#>_FMudEZs&PYJNlgya7(s<<_rx(gb@gB0JnOh4-dbv z9iIckA0HaN;Kl%7XJ==FA#ae`EWi(zvA5@a|NebWCq7mnGRX&NRe&gKB8Q{Tr+Ie?qMJ<}fpKbL|Af$iPm7&k1ln%bBl+LxegoK;*V@_S z=SslPtg?L!p=)u`Z4vdcg)LJ%H+<2noE+U*BA)J!Ntk@$RCkITOh-(0zp{X61otrm zP>=~CZy6MDs)~ZpLzagsvsMC%tL0g~M>NXmpJUuL(u*Ro)KSKCJLw-+e*`(N?_dv3 zieG|SRB%3ldwuvtS@Y`UH}6H5Ya~Y8&g9KNFY}J$cAzZ%#hHM>Ov}69(eVb}YNBwh z?;{96lR`x&{$Pqr9R;}IM70g!0!90?l?Pw*c$V%{l?9F3?PCYLyWSPHPfKZTsS#fk zDHOI#6r1g9fuHL_RLZZVsht`Aq3owpUg@a-+$qS*kbQ6LVr4)V0yCL^5<2WR2e~HXsC@}qa z^-O6sr<4VKS)VoCMjES^5PqzQ@lUjZ&e*@F0y-4W)GT9mbb$18L&`ZUEdL&h!TPqV zf&gQ|kmw7mvlw72FvY3W^z`T)p81Gm+_NbE)qQONFDUfpxU~@MhoXHA9w8wtSz1m95^4l=TpC@ z4kST^+`PC02TU8QSgp>z0<7(0y{|6K+Tk>dX>eHT`rs0OKJ);RE})0eBG&&XTnH&A(5I2f2gcForFa} z;OsD*r6vRjG0@{L%2Y`X<9LXRIzJq=oO>2R#+mni-mdy=N$8i|2TNi=X`pMIxorB~ z87}AX@Lq4Yg#&WAyudEE!G#$UHGC7-q^-@aIT8JuG3vgj-uzp*FIeb_M?5FV-Gc}` z1*fBbmqrebJKJtQwbc}yuHc}KL)WICU1gsjSyQ9Dm09Yaa`;R*6~mY zW&dyG)y!~lnwF1QBU8^XD+etE+@KE!5;kbYP>~Fln?i;IrzlF};X~YN1F2S4Ce?dj z!6qpwiSmOvHx>e^SGj=C+3S)t9GnJoR+O)~vmDz(BO18Z;Ppih$FJMbd=la!nFCOO zL$`{8fEiSV5upA-q0X1H&T*k$;Wx;!Qirezu~6rFMmYf%l=vuUUVr*_1O*HvJ-{hp zA?;#azme3P@LWI_^zi@B1gg8h8SAk_M&ne}eh_T~#sTD9gBJ^Z8Ig$63Ccz(gg7Qk z{P|gbrsehPBqWAK2sm1hy3i}C-AK{33;b%Q~-XxM%gA5uS1-vBcB2VfOBd3khXm>B~r>wGDms)E9UspdfJ zK@ffcn2&OsPkg{Y5&CQ#X_Io?x)nWM0JR{3Y=SKrL`cvPe|B2dny_mn81!aVVxmth z?-p0r*A;=7yE_$kN{pJJR$%_L2}>Q?+W&!5K-qx)tO77dfnyb(>?lS{2>6)nM_n^u z-U68;yg^7R3>eafv-B5XppCi&r8!g)Fh~rk*b%xL!lpTx^7U1Fh>XSqaK_i40SAQH zK)wN*4wT%=K!XAFk>-I9DCCe4fKZ9U|09*~)vNvhfo;!r{@ZhJ-Z0o?A&P=5@BOR) zCT+5iX77M0K|||o)kffy?=w#{U}^d(ZYH8+1IWeO-#-n1A7`##x~8YfG;W_>ch7;W zQTU+Y-sHr@#DTjttNpInJp=RZiqzp7X+PWVefCGm?oO7}HtoAy=xw~bLmqGiSe3S+$K;yAO`wPJh#;q>fgCJRW|*O#(i1 zLH#FV9*)L=o>mbk+TEI+XL)EyY5e4%%mc(Q-tdv2M=1gD#NP%m`Gn;{RsnWaCJqh`h?;nL zc^L)0nXQ$gPv3w3{F-Ll&;^5#>XZ4PqXThD5?ZJ`fVtc!^g1~{c3UqWouh=wp63Vi zRt~JN51)Ywn1zL93#6UME@M%Fj1BXxSslhe6-Z(>^Ql}762PWDvE-MmCsuoumb%zy*E84JU8oM zCLqA4D$k!^M{y-Zg5H`Q=7C_jfQU-*f&)fIMv|xale*iX4un%@R^K0FTFA6QkZ(3W{bK*8 z$-j_$60_O(C2&Q+r|K|4`iKl1P~uo{!^+5|fq8Kg6g~PU$cMl%c`p1hmEj73iP?aeB1vp0`rA!SjE#YGc27?35(=JD`|4gP zh`oEB?o>HYM~6TF4jnb}jOKsV_t~U1JqNb$OA;?Znf+3r1nS}KmKszQ@)+bn2{KAU9 z=yKTu_mkE)Hn84QRwj);_VsRg@k*7|r}6Q5?dQ)gK|%#9pcA2Y!Prlje)^`g6#fuz zMcqR7Vz0qz?K#xg#JEfB+Cbk^2&i5LC0zB4)Ta)B$@R)C1_{PS)xXy1a7i_-S7=)3dZMb$m5|$` zi=a79L$(ocdIm;DI$+r47&uJX+uKX*4#<T_)(~hAjlkv-*Cyi45KZIw$1&;6iB_AcWV!oYUS0-)!}Z-65B*s;e|Pi z{SF#Zz8w#SnGC$VadmYP?~95GGBmZ3SFn+u)r*1wYqRlIYK=H>(&7IK!C()5NZrNx z3B-Y|8uS@3aAM$-{%c;J4Xhy)+ub?m>ZP)Ku%w_I(s`dIR-=Nv*M`OD?v1pJjNZo= zdyl7U^^D9c0*7>M?r+ynWrG zyrQB=u+fZN4FOw_G3eBy03AuUqfhE5Nl#0=qoqaK+S=-Myj(EbCrnEiIbw!<&MH}( zm9jhV(^}RUQ>j)EyIBB|0Tt@%%CZqE*YDLeHA7j{xyI z0Muok55O;^^9TcF5xO(rqgUzZ^0Kr20YxPW!}u}^uG%|5G)CKkMCmUKmmQj%?1Ov+ z>|p;OY)H7O4@UK=aC{_}g3!_rcvEXGwdwwkvNe!KCfe7<@rj8Z_y)LXr@IBxc?}Kc zHLG06Eo!;j$9D_{o=YgNu%Za?=B}m zha9=vObK0WK!NrK!0hhh$MpIiU$?Z#xqAcZ1g(usr}uB#+7yIrCnap~8er5a@~4kM z+CXeEhrB6W)G-8@Zt3^fm2ycU+vOA$gC}P2;tE3`GJye60pN+Dt!N7QE1XC70o=uwu{ma1vIP^aDoW{0}n93PMK7t9KQd*uORVwoUniI zjQqpDzXhwjkpA(tR@}p%D-0zJ?t9PQ68d^e)1>z>nRtGW87E1TWasC9g`Vr zBb_5J^Q>@lfoD)%$vnA~uOGXRZoH{bp8+f8SXgWCb`2Mw78yssddBj~za>Q1EY8=o zm6H1o-~O|Ri{ZgW?6UNsXji0eobx6bzqTwI>VY~ob9twoOF5}sbhd^SkNMn7gL*u9 zkA1ZV>dCT93>3xs2Y!K**_tRY`B9XSXr;Z!eWG6Gu;Rs?t&z-X{@=5QlQf$QdplN? zN}}O0MjJoNAL`t_v&Z}n6;CH>1}k=U=}yx>cxEx2ZD2or}{d+LCw30p+ zTx{Korz}oiem_B>)OW4m*#Ud<4T^+@g*!vn`R%OfD~=QN-oK8kvtaG$kzmQgbM+Pe zT`S$8>l)Da(blZzD{J=WQ?@LB9vb)nRnNtuBc3&s8Rr+-Ke}30O;u5g6C^kE>)g$d zGK=1_gB~Y7mAo_JJuMg_J!-J1>Jq$yJW`XI58cAXh7Bh0ZR0p1%JwdmCOzM>TvFzO zZ-n*VVC1T0cv{WNA3O8OE6wp!T~Kay%z3N0qKsE4DJ+s6*=;4dLKP)lop~*GQ;4 zu=zu>uc{eycTDjJUIYfonW#D>XmY%@U-dp`h^CXrA2Ym7`j&;7^IOHA%NUlc6>({C zVMax-D>qkM{}5qxb@R*;VOVa^K5bfHA;(Kdw|L7Ud^OR*OKZ1bnpY{qD5CThMgXIJ zO~^9MHE8F;3*NvB%2jb?c&KvnJcAmtc|pqZS^=F^w9DehH;;xi-gGogBS)u-?><-aGI^|HLh0S{E~uZXV@vS1kn=x4#LylrPF} zA;!d=rihi$F(5OXd{J*s1_>_2K{V{Nc++bZ9sEB+M};t^d1~eaNbeMBtgxLMW=7RE z(!c{g{(-++c$Lg%cFo4DtUA+gJeaLHsL)(W-w`in!Grv{p#50z-wL!!GG%Q#+@rjA zQQK7>VpK0gLw$Q01mULjhP}Ey3vaAPcUPda`{&vaJzsy8x$I-S3l}S_3I0W_8Sa%9OjO&yw%w6tG zHsY3?-e0HIqSCF5pT)l4%@fX;YH|d;ZOk+QsbF_M``_NZ+H0-xlO0X!F%0 zXi{f6XqBDxUnC~qu(C_W{mPeWsIVkSDWpW7$$chXXiI0j*CIhU3e$?QOuMPeCEV3n zEngod&lmI`IJ~V$xPRHPuyC_^K0Jfzdh@&aLeE8hbJvnH4Kgz>+a8Zxqt=82o%pzT zo(Bdv{JBvJz2-BZgJ`qCJ-nb#}Y9*cZT=Q_A z4!QpPlf`kYG54~E=bo$0JAW^xDsz(CakVcF|1EmES^P{9na%=R2t?733Vtkey3M$g zc2nN-^kse)J5)aF%{L;gwh*FhI)Z6nCeXOYzZP9y68v^l#jx~sbLtt(Yc7V3Zs5sm zZlUhlo|4}g=JSdnQF>$+s_Ja*9=SVwkl;K;A0@5}p_R3yEW(Z>=on4BcHjdS$m&x>z}3iYMF{CdO5|5PbF@@@34)xGQ$&(Ukdo*~C* z1FQvxJ5oW_cQM*rQHfgqL+iOL!ohX;{J50yLVHB9_HQd9D>6wcu8H(BTYd7KP|#i^ z-rV@0$jGUupK{l}0ysxGMN`ewzX+eF9kbn{!3!RHG^DC%ay_q_lWLFJI@g9UW8;mj zTU4d%kH0hYH#0uxxm|<{ecRFI>{n;(d($qovhZh_@Hn*daGjkUsL-$G*!Vxad5Mur z7&_FNJw&&QAMxsi1KELtV#mcO7;~(>8?)M2XQ=SSuzd~0pv_Dc-dZxjw zR3GAwIr~MFUTR3z#)Ihw<=o3x#!d6v_HZ^pDDo<+%>40IM3mpv-i9xH+oOU`tUtNC z)4My;O#i=gu*$imnPJ6^tgw3|_s%`}7g3$U&&>|!7~#PR)E{N(oF82%q`7(5m$mq# z7Jc?ei#J@N9v`vik?wcT`%R(d4^c=qf#;u{iyGk$)O{ z;bOqBzGmGlE+NzLD>SU1TULw1-lbyT%OV+kmNMUCEcaL+0+dQT$LZflk<=9`ks54m zP0X&y2k3DWGpoE_$2_R;Crr|P8LF@_!lb>-NxnaMte`kX5#bnr)PAB|Xtlg}p4e_N zJbE676Wn5bG$S$1BT-tMUV2LIZuojw;YnQL<2v70yh*m-y(K=ECI{zH){;NTXVXYe z=<#jvrs_-%&5vPJ-O=hueDsAQ3pTphw=45{hs&EpvrZ>^z7Np4iyXL$*-NJ`JQjH> zG>I0+Lrnw5B|9J4iPT#g=(c^oqaQGoFspJmVz#{hUg@G+cMzJrVz%={cQAzT$zLw1 z9Wjjegm&%vOPNqN+0ZEx{C{^oLeXQ6sU**SDi(kJFDnvO`j&J5tpQFMS7M#9C_&>9 z?|#S-eujulN6p<)=X5w8?VT$jM9MAGp9`}*nLFxEPK>QKC82xdqrTa2E8+EM!BdUx zf(vvN`;xdO9UXsF+qbJbL`%}8o-KZQbV*I8o9F29D>FMra?=v8^yz-rN-5cs#q3!K%HV6&BE)JDD#8OK# z#05>79>O=rifx#3*B{oA;-^%npR^NQm9Y0q#}-xwXIGZ{lZpfD=BNR-yq7xeqXNad zKRSM;ea;XM{zawkQ2rIer+|9u2iwGJE|~S9)uR+oiVtVBHDSLqUGB%u5bqxOieYjx zeC4Zq)TEz?*OmoV?7Ib?=Sdj3ES1`P)%=B9<7qW~9q$YC{9D`((V|y)5spl=N+H&i z2Q>J>B11ny_4CX%#}2op+^;@`w^yRISu>mclwu^leJ9vrOJYp)zl@@l&D}^Y{`Px4 zD14h%1@(3?QDXN|}>vw-P$Z;$Sv;b5Zk zHh-?0djHkqKt{diuZ8R457yN=V?8z%y(C+Vra=Q?6K@@l*{UbFM^7MU2|`D!V-6&H zT}u*RM09Jj;nFnELm~;mY4^*nSc7t2*mxmw!0~ePMyqS^JN>;$g!Rd)@i#glichOE zwzJ-7u-YBHx#*4?v2B=_C^kDMr7xrCNZt^gV!Q#S3eWT9wJ+*=T)*NsoKAS!m-Fu@ z1zAa8|4W;nhWPf#4$Lww+0TB7MG@m2e$sgUoH2{?!DGsJt#C%>gKwC{0bFQlgFmTS4L7Oylc0@n0LyPO%rbp^K42w2$Mhr}@# zgLh!})a{RTaaPtlO>8ILaNKi7DtV0Q5eMhWp_6tY2oD(PxevJP5-%0=;)H5;vfump z%~P^?zM5U%;ahovM61Fl_0j!<{F~CndxsIj)z$rKFX+#)PLB8?Ud115J+NIV2^v#} zu;Hh{(PNdB@wR?cN%wvDp6ivDPs7>!-YMq2bh90OSabYoqxZLh&bO~gqdI0mi9o7XAkoH^2mJc>f`>q zGtA{7VU#G-SmNT=Wk(gdt1GXow@Wx{-L1IF4EnKP!xy5x4f`Wmk%A z+$wYd7yQ9VD`xK2o`sX5j{14+i8tIcONW0Nrnj}P^suV1p%de-X(vQcIXyVi{f9sV zi55DpiU-Lve#^YLfxkS)yJ}FMAv{NQU0y;pBlAsXwC9^=-;cr;Tfx# z1klGHXPBq_to^A=a5l7_VH#FUFE4458E4Pat2L=GJj6-rR50D4xzwsvHeFM@4`>u+ zdD9uMF#QR9@2ocWz~~2Ba~mloDk-!eidBa(*J1dD!i3a{*Op0S({9=H+n=PAkdJuPSIB-Je_CrvrcK zSlB*K^KliL(&-?eoqVI1+PC15q)fIkvn-CmukC!q@9xt>kHPlB zunC)KCD9K`X?P)<*W$@TVkme z|FXY15f(~_EBU9h%<8#_9kcw`F2|YJddKE+-^9G5tR>>}cvwh}I{P&Oo;7A_o95?x zXVlO~hnI6Zoa^0S=JYky5!_tF8U;iURWAu$s%i?m$2A0G4Es4_)qGL8#Y}t6#!sv~ z^qa4ZjciL_~&hYKAf8Uy-he`zFrDi;d?-5JPwy?{%rz5wZ)ASMU z3jQ)eT1VdNOdXga6HUc{R%p)2aQTkH)()xsm9&HWbGQaMJhVi`!XmFL?gnfx2s9DV zqniI=sJo_k_1^z5)_sUEs`7J-D}iZDdTAXlZbI)~z7oS%#!|z9Z_5^G(1Ali!c|D0 z4K`d~hkLS0F%~cg%3eqE)ths?LVF%V)2p;~d=CYOhFkEpt=wJcP8Aub_t|@KXsR4N zyeUL&HJ^5cEUwl#dEE|dHgFumhGOC>t3q=DxZmQLigQQze?)rjo&~fL{ZzrrE2$E| zsXtyg+CRMo!cBN!&iHf~9-_=2o=PdmQ*aBinWl;6W!6!s+TwAo{V~o->Xeott<31+ zX%`3&_v|c9?tF!3WC+kQAoh`f=mDDz3E?-j<$CBD^-|%XtsAt9vf_AmbmU?05X~S6 z;0!w~*L%7%Sd3%O&-SJ)xQ9NrhwcxtY#ZL4R7@yAHDwrbvpncjEN}Hmg&BGKu2+>b zw})$E%dFt+pP_gP-0{&pq+d6-c28^_Vvw+mg!bU+H^UNb8q(cG@-m~&Ug}JJf416r zRwz6UM`e2t@O89F(H6=c7$C|HXa9t)dDfXs-$M(HL}+{5Z3GC~`Smo(gL^|#OU*eo z%Rmz2eGJ==0WLALnc~K_-WWcXrm_+?{UTWBvCh4CVYH-utB;9Z;@CYcDX^TGYS=Dgt3I>SHhd;Pi(y8<8Ydkp58YVS2xO&Nw0@#1VtR{2QJ?{ZwYqBK9) z-A}pi5bkl>w}Q7%+63EPSy#W`wG$-nAQBRh5LyGk!xrqWSL}krYOnDzp*w%J&i^Ce zSV6a=W?$E_;qXvaUGkx=RaVbW`<^O6Ux_p_SqHvH80h}2W{4q-bTrUshnWu`^hv*5 zQ=`s(FOC}@wyE&^%G+;GWi+$yidONy6k(jQ|D}(TZR9e{m-DU76;Wp=Yd$J^6kJ>W`65kw&{U05j=Fj^m~s(D?jI04eAHPa0~p_ARWPdF@hVI%A0>n0sz~-jnMF7 zy@hG9)7roj1dsU48*=ABaMU4;(oVy4sFK1V0!IWPnYnQR7Tc!et$dnpIm< zgYf?a2JW2zQEVI>Ky)SP=;@=z{J;y}+4-er3JBo-1J(%((EaTXTx|XBYh6iWhcXN# z#~{Ow&gQ*>f^_D$8-aS;6d+H=y<*v_Oz&%?Ga}PIH;ln44~GfrIHg~u-PWUweUZ}5 z09COnW0LY9^owsQtck#nu4&n^1T@ExrqS6|ov6~b<;pJLy?0>^;avc|?gB;HsN@Zh zm2+Uy16VMX^a6;6mk~-6crp0cFs>xRge@!UDVOb3uzVh3V2m(bFg7)fP9^oA081SN z3=h;%GOtZGa5^^YOEp;SO9NFEK65x#-TKbXD#G~)+;9Y7i~zHANb>_eGP1tC{ilqp zO|#h8*xe4l%MReMfsnMD#di-KF>1*g3C(=w&l>Yn`deUt=sDI_xQ1#emOxOiCa38r@Ex`0HPi;Zv7r8r&dBI*!4hU< zDbp;xT$2<|F4eZPV}Y3-c==IEW2@!I!7u0GjJMvk*VIbC3qZAL^yHSQvvVxCVYD)Gr~GDnxBe2JS-TV5VERCh z(F|sjau81Rv;CIj*_AJlSK(O(*RN`!gznzn@T3*#XeuyP0HXeW>B@>J*rY7!pE?2w z9qt!+R2#5B600MS`_>f_2(@GD`DftI_+d@AQMgkyEoq(mvb+HK+y9 z4LAcrofz2;n$Un6sLqO;RoEc`cvA%%7VHuMx?&QJ0&Ue@PjSv|n2FyIM=Y+=HV*xH z1s4(#dpZYd+toOAU2sl~17^%?RnA{i=?Ng6Laa>~1b|f@O^n5mZ4b@}9G=W+^lW_F z9?yY>2on<+{29g5Qc=k!i^x_9o^G~;|4C~a83~=`4SkU3wOPd#JOg>54{K1;0tI*vC(>7e_dIz>nXqtw)$5KuubUj7D?r{u^5(RTr@SF zMuGOH0L`4#cf@G^tOO%mMrt6Tt^E8SA0M1M7;QOl!O=Ugi%o~O9)S-&{y zQ9twSUN{J!f!{le7>NR{2r-8O=eVWqUYzlAD}s(l@>QU7Bu^DitRC!P-Rxp5R;0;u znHQ?@7nz*xAHjqkq2g1YO0f6Z<(FKaIK~X%)O*SMRY!6BH)DBi7B(I16Qch_N@*SLS^z-V*rB zK34eQQdo@5#<|#ZVw>QJ?3H{aKHee;i zLwgS>%on1(W$E7Z;tr&d$#{IVMvMS*2xV7PhuD4+(E}pHBHgACY?1CH&mpdKU2k z&3+^tG+w#!Ro355IOKU4n2(2fXHB>+>^$R&rN+&NV|e6|E%r_)lFQB6&5)aZ2jVsT z2HDHg>gK)|1j@GDB)_}y7a~tamB)ryZqi^<;2+H~#JDFF-TGr%+{Q_mNhhixqdp+J zuKI|h-{w0$Q(LpD)kXbK0ukIj~YszVBlfooF2iy~+qk%y~ zMMI;cr>6jW7VM$G@IQdu+b-1NqS5ZSXC6l*>K-up(*g{rAT^*w|r;2R>9le+d4Tu<{TH7fRn!56hs?K{OA$k-SgQsY1SV*Ru9&1;XMO z*fA+640)IBwL4DPFE8jNB%V1KU2>eML z#5Ts5d{xvfTiR9KGlIGnf`#YOPXW0B!~#%0lpuc|ek~$_1}rzfr8CR5R%F~))E<#O zKKHDAT}*XEyaAvzOQ9stiPqm*xE0^u|55r)bW(EDez z{)7e-$^1d%ex(t8LKjsos1j_xhpy0y^+rv|pY50&lxb8}QJ50{2#>u3FzfneC|ey2z)DA00qCzxgU#Di%`BDivBFek*uzSPy7 z;e4!Ibp$df*d!zi)ynMWn^6N6Rx15q{UqOE7w`8bF*4Qdu+BTrz-qeqdxV^%x0z?Zq348NL(flxw|CdPe&%@E+mV)e*FM&&i){b3OBaH8Ye?5 z+@(#z)74LQtPkr6sp;HbA=$P#7}@o|EH6&R#q3YNeh!Gr&DDyi1dB7|*z;t>q38Mz z|M|n)nxds}`?Ct2`(9U0;({}GeNpq2OM?%@Mrf`Rkv^_uej<+;&V82|E@rSQV7<87 z4=_5^ty&H1X0P@W-;13*c@Vj`ffb2^BH^FDO7@+m$C9{G2RLLvnu25xU^dXoexT~L z1=?lGZ^#&vC?3N>xdRs0j>jutDF_<=uJcXc-%V1o3`1o_+k3cqazR8)3>BZeyf5rs z5Rps+_K4se^-Tr5)_|@FY>*kZpQ>j{LVCt@9m_ppnGeOp#DHjtV9OiYfGb$&VWHJiB zKaWTD&wO~qbel0H!>25tp;uJ-ZgVcrV;P3hugpCU52$B9eAr~>C4?TVpfP_g)TBV# zVTzL_EFfJ&o-)sv*AF%-nS9{a|!iUQ96KG)ftC*RM- z{6NW1g(%bb-9kV0hh-Pnf-52Sw5bT+BII!@1Gj@5A{e}cpE$U zw(x7dFL1yvjKrfh*7n0_zaXV~t3TR&u4rGj`k6IMX<$xlYHz%-B;}cwJcYp?z(p{L z$u-mc9j&r+fI6h4dtYhbYaX|0*>@f}%-~6uGv8Z?cF2B177v#{c_W)7N?Wjgvxvb+ zAS6dMN^QYDab@-fqtIhNfuVUzPKiz`xiJv%XNqXXe6KOd!^cyi1N;uRUKyE^!EiI6 zQXA@NZHk2%q^LKUB7=j6}+`3S;AP(!Q{yEajNo^!xit-&VpV zCprXDdBz0WMw`<_o=C$z!(L!xow7JMPm4_G~ z?0Hy(aDjx1$Trt3%mqR)Kc6Q5HU;^t zkr6>{7BwxPsX?%Eq7&LWIby&{=#{@6xHWTct1vr76cDR_8N zQ^UdL%e40NDM-4q)$)l52|wM)5o6q2SXlV4Mvby6P+=%}!wA(XDQ1wi5IsF=j#5`s z)7!dUa}Gle;*xP|#{|Q;SK>-aL!7fQYn*9)f+4!YGCLt^`LIGGYH8toymRYaq8D~r zn0w91(!LdOJ#B*S@S0%tVY0+dSB_3SOFiw?6#~~* zNnT27uBdj~5E`!b_Ao(QwPIa4R>E+4Jx$G5;92JATCB2Y{7=U0`{}}6(Hdgf%_H9!ocv9mNp0&V7vn| zva-g5S>hNN7+{%BW#UZXt-GcD2CubT~1FuYkfrQC*$({t^_L z0P;i@6*1S;QnE}#cqaIqLBa(`uD6Q|r)gOd1Y_`i?(6Obs%#)AIYA@vR_arO(U-9pi}v9hJfu9@?o{)$`^} z_NyIq=^EoT1NVLUInx*oyoVhm%pX&Te^%3V$|kE-i%zyx)=LC@*hIyiMX8K@RGR{0 z2kFO1v9Ioqr!+<|xv^?#8y9-4(mPzrXaBi_aCn0F5G4r0xvUxi+p zzU-LL^;H0{E}BZtT>(0ume`f2kFf9w6J((bbJ-E#)?0G7HOaz z+(=ALX4rYgSGl)*Lgje_YkGO^nP*0!T7KQlnqWv+7>Sz#vvA&;U{_}+uti@txDL9g zpQlRp7@L@MX^drO6t=duCfa15cxLSb!+n2Mz*B({Uq&|GAkOk--M(+s8s4 zCO9Hked(0`-_P?zY;ds6K^d@g6PfPi?R{C*e`cIf2HCX0#RRQQgoK!ZG-~+=o?Csd zFZ*7@luYHr`jNlGiQXoWNiTy)3QxTmv%xkX1mRp`ay*!XB3AM=7uR`9WcSwH{6g%T zgv~Th0#jOmQ`hv^!*n0xP`|Uv(Uum;%`f5dhIn|YQ;#jbR5rtoeBor0k|-Ny+-EJ4 zxe4Ddvg?mhg~&b78*CkrpW(~ye3;&LCATuzTG+cf79-G;Suqth@SdV%Vxoq9Qc0{@|qW<1Tm!IEp9a<{KfN=;)r?I5L!XCka* zUOLHC>@V3lvnQOaR(9UHL{fLVs2b69dOnJG@~Os{DcVx4JnA>9pqDVE%erQ)rcbY9 zhEbqBE9+{bYqM&8ZVO*22~`kv}_ho6kL{JdP@Y6NS3 zy8QwB?=_dG$^pTE>{K4NWrwuKKCXQn5;f$~(Jw8or>=LWrCfervH5`{Kt63}IS;PB zv(XO5$iIIN!g)Ma4>Wy`w;%O!9Jk$RAuf+zK5#niOGr4#QKf!L*dQUsMSCSyQn+3F zkqdz%kn)W8`PDlGUQ25(ulnPbMHxGN8L{bIjtiLjhB1*!D&*uav*2;Jgy?^IuPM3lU-g~Mszmh~pcn|8Y zmovF$W0I$&>J8+NwPr)^w1{}iN1=RR*~K`T-~4#x1C6cu&611d^*RfR!k(Rh8fp*` zpTpZ>;p;};n@K-%0*no1b~^X{$iy3h8>~@05^+}V23VAWT5^O=*}+&A7G zDBrW)s^^-S@pWL-RCOShMm?9VY#e?pF!HWr!_4>fL>zZIwS>fU-Tp7OzH&@^3%z@V z5^dk#S9@QqFBj-3y%pu|n3?E9mU&h-?(K(%Rm^1O;=(N1@2XQhz*ylr*fxW$mukH@ z_ifLvC;R+EySveb#pOFGw=Vx)Dj4H**wFefXyrozK!)S>3?u_>R5~?yU~~akU*%yU z5@rykY4{dUj*X%}>Bwgf{(v)IOR6viQ``gG9!oCr$LwC)YloiUjQVut-U{LM%&Wz&tV(3%6+CU1u$>KzsC0QoOLEkV9vHd>1NA28*C3E%OX z|Jf7|C<2U@yW`k;AYwt*5#}9Kkz1*jwLLfK*5l5j3a-7+;?k`BVj_%dl&+Xr{BjP` z%ysuV#UHQI~XB^-v5Sq3Ac$d<;dH~iZ>}R_e(phs@>3Q3Y*GZqp z0%{vm*oCjjzf6^XXx)Er{+m9qj;wuxWS##fj@xWoLW)KHPD0*9Qoc7PiI1K&^_(NN zJwLtgF@Jb!p}}0I?F(e#(YOsJe(nU|WrT{w zgdT5D{pGz!MT*O#_b;C8{XIvUnQ@RvKPfBs3LM?;n(fn)y_a5NcWv{C;=y?87aF3o ze*x&P>8OCD_2EbcO^S_V+~sG|#EK9DT7f`S4Q`r*xLISGPDk?DzK<%Yz=$YJ#qX=d zvu@fSw8zJ=`|yo1u}t^+M?2TtCso1M)KE$1-QqR2b9*NeT(jca06T^>Dg56Qyj}BA5*s$ zW|q~{KlxO6>6@Tl!+XYe+WV*fdhL0fmg0Qjo*kdJoyJ1@Cs`Iuw7{6d(Vu311(1@s zn8dBA>KG_(q5J}8dGK@E2kGh~lskkZB#WR2%`7MgPvduc&dN%m5TUH0Ar09PuC-~U zrO!bcslZCO6o4fJ6DyEvj{me6t|A}-sqiuwzJr(yyzvd7aykPK9t*JC-Evh{RBVFa z69oW`f-oO9+g8S;r1XG8)ESs~L$g>lZ40))($HSI14;)`Fjd;jhy+4MCnxyZIzao7 zpw;A+{tH5n4DWr^XsRdD*m~Fd2}amobu2;f2JU&-D0kj8`U--KZhsFlOc2huFcq7F zp%5t2(4?b5+GqgvIQW#5z|0XUWwOX1+H`k+?iu%h`(*A&AijV}97r#z2r=Nj5N_t6 zK?7w2qQ&sN-psIaWF9i-K!lCOz2aP#xnIv2lVx@jn>*(FqG=0o)?qjOpvzt1sMy+V znvEG+K!og)><9X#wj4qmk5|_i)nM{`j^!)gHFlF~Pxo@#@0vX~3vIzMj5V%TQi;y| zYK|LL+Ar;r#CSJ9=|S~|h*7Yd`*>n@?ra-;SdO*um`DVW-HLr7S?V};og9spRl+Bv zyULeS86Z4ZpE-Ke9!?5mhJeEDJJbBaRInhrYEDp9p!6$Z>$~m{Hb}2T0p3%U=LEgq z{0+t0fzrjku&gI3Fu##k>Dmvg)5fG8+hr|T`N;!t_Mu-$mIt?HVQLtr;GJHZ8&3b0 zdkVrST!``Xs{N1=2iiaqruX$+;3PdRHe$NsrvA(35r$;k3Qe{O14>W}c>F9EeaFnZ zFC7iL+C3Y2z=4UJ&Ip~vYb+{`!go(Updm$LA4-i0{OaAzRFo3n5#N|fW9FpC45Q!Y zD$VZy*t22Q^R6?NM%V9Q-eiz&-pZdd-SeQdaGojPz+p^IC*mCLCvH&1kVU#Jl)Q#| zCMG34_=sU;C#?{AlgPph$%>KI8Jxl@!59T5h^{qR9C{IczFzJbqJO%A1^}f93K+(; zxPg{A5ovzhEJHk+3Zl6@u8zj&!DMFVMEUh=QE~CRVAh0?q(N}Q2SvJ8Fy(731*2LJ zQ-d>&5s1hDYAG@4!B6*CNdmIwn-c%K==iLxtW7(9H(m`#g?1&rSDw{EERC1X;pnEu zMPuXR>qeO4zR3KXn|lwQJkV4#>{vn93BJ4;p`mDSI-E`K_;$c2dkpI6z7G#bK=_(q1 zHa0E}7I$ZNw;_1`z>4#|KFCm3RYj<&EzHg5V1jz5Y2yeRGYI-m18eJWFoS;w#3_Vl zST*&8@$(ReR&EWBvLhAj{hq{=-#0N8k$N37_MSsqfA&I*r!RQAMxN15n-&df7QnfH zOlV_8HRn2XJZObVwyOvcq8V&7diNi67s7P&z`PBJFQiiJR_&wVxa%C8dI`$?$pmAnQDxGXh#kE2CmifDbyKg(&yx9jY^1}#Ko#wl*By7=Rk8^AB=57@mb) zUW{0l0}-R=m(^hn7_)kKe(r)-c3;F(Sxj*zi{q$G4FVk?R^UWOTW~A<4_U|fu)Kcn zyBCF`R?=-S?lrU+nd*u6##7-F1RBvknGdt6$Hqltd!nkysE=RMT!~L$05Yy6lTc8i z=9+x&pY;-E9R=;}HeGws$dp{}>wxCGn>)ZWd9!>UP-UMGJI*{Nq|`X~0a|=RzqRMMhMKUZ^P!)Wz->8?x%+Up1}8<924-LgKdp_UZYOyd(L;<9ge95EzD))M5KPAmYaF1* z1dvxi*yivJV0>&Hk!1NG7KWVxAnK5i5N8*;R4Rq&FNqu87LOr2W~q^-aCU8tPA&h` zjU$C{$Z6@NmRoXQvm?yC5FB)%#4eDON2z!a%qyb6(etsr3}cL}MY{sYMf(hsF*9rkk$U`>Q!hqj z=r}Z+eaW}4|CUTVX^i}!cZL4%^d%g*_rR4lAzI#hyOo7)^(l;O4mq*3HJ$Aw<#5a_nNh<-W*|RcB+c>3@MAXUL#7U2 zqCNkeNZVOcs3-+PwJd6nkIHmZP?nvMJ;TL52rKw2Aqd(rIH3Tx=<4BEBs`kK3VfrI zE^Syx79bC%VQBJ|FlOvn*q7}^Jx}Zp>{+B0x?4s8R)YVUojEzVLepqnj@`_*^vdW-(?Efezt3|c`yGg=z(O>{WCU@vUxw`IQ zbD2INM4`&9QpBh*3P-nn&Kzys6|ZXT62XxyWVRyUhrvF|nr#}1zIN^_blu`K;nOWu z)8{ii_Mi#OO6Va2#G311zlUXbYDyNu1Au>JywDngU=SfFR;RlLDyqxh^NSWv_ZATh zqm-1e$*mO#RUIUogsdYrrxjT!@DSV&I9(8S!o_1GINn?w96umk4pIfifd(fN&-mnj zU}5l7k@E2oL_h|~oan`4GEgbv;mv1~fkOb;tnmM=tVBcvDZP2q2|rJx)|CmKMTk>~ zNwKX7Nlhh%N)a(whu0(0S<-;@YeIc?c2)-#ABZ_T;-!j;Ah}xt3X1_m@eR68SaX3} zIKa)fVFkhdnk%2y4fd8&V7vhivfw|F1PA8e#KbF#ho9>N1j<@yGrSR*^Dy?Xo~cWM zct;x9#HJ`pNrX@yfLI7rQ3jML?Zdxht0J%i{^7Er1{gMlczLUM=9)9%Fnh@o{>vM? z6psfD4YmSlg^6W0Zyfi#5_#g@w#W~xQv1zBB$gep=9+vGwBh>R@qS`f@_HnUb#=+$ zRb+;$h#9Ls69dU>1Ad3~=id0c#7fN?`YWjdLp^zOLenn?7OBd=VincDJoa%`A+{(cjczg~D+k1g5n1jhyz}=WUYGy?0{AaEOSjQk@F(Edtcr4q37~&4I z_hd~573l(}Z96Q>C6qHMGfYfP+i^QXQ^n-v<$Ha>ZN-@!IA3t75y`LdEP7&ei*i)ZMyQq z6k!z{L{@mGwVnh%TriA!`v&DnD*?n(E)-VIENs^{p2j)!s{+RUPUI~RwD$cUI|23X zOKvV8^&h`~pK|PB+MFm41D}LfuNnl5mIEKY2xr26hz{>&_y!^QuC7i3iv}9GWap9; zO88r<_jg)fpuk_lzuKv$+ic$={)G5n2R11Y#{a$!ua%8Pe3JkEuQibhx#WMpDVRYEe z?B!&cC+F&HN}%kS%pZB8-nm6kON6)YDLMv?N^XXs~FVKe=FWWk=kMJ?cCQVxf#3LvFEPmIrXjrEZ~qKwNi+OenV2 zsqvpm!}WfO`sHmr;$|>YolS}bFMUFM+E0}~5kI@?(~=$5lW4JA9qgy5(R(uApn%Vo zjD%fG3QVi9HL02Lz%BurY{TbCRV&F>%&ty-ui*Iu(*$V84a>&+F808<0E{DOgoQJD zSQ@=mCXWvf?SbD44QyOo-0HXY1|R=j1>O>Ro~QHPkR!sqR*~XuwkP?_sDz^P8#I}& zL_VCfacrHAF<&%E8$9H^+eV)F>&grzxN&Kb!w(ng*7!>aT=^DT)#-^Ri?h%caZ!g#P zvdCOvfw0EB#onNd?N)s`N}E?z^@6pP10^nk819&9w3dmxg|vMeXDIgER_&Jl`QbV)9-ht;zK_GYGao#J5{q+wi9{IpIOL#flqunGP*bUl zImQ}&oBK%VDt78jv3I{B!moLDSoC<)sw=4yMLe%#a#Ysx3>T@+=C`x8P9z&sKvuE9 zTi!;(^2W%|{Z4H1X1(iwFY#xNm3bo7*{M;H9rTWbHZLlW_30VV?*}2CI3ig44k6Fz z>5(a5yx7~@TQ(D!Yw@3hNhpF|npUvlV*uqjIF%~mn*4Ra6GwQovJ!$>RLe2`&UhJO zA`4z;G8#!=etvZEjJXR>2XfG38QV?tf=~Sc8!sPt%AlQvHH2o3-TuUN7P`jwG5PAV zg>ip1veo#~t`O5Gy4x)Rsm|3*uQ3|u6(b~-9-sITtXFzZPhzSh=@v0|JY_o>8(T_Zt7MEmEVuVZobT_ZJlrQ-xmq4yzvM>kn(M{rC^ zkLSUbu!PucSl-qNtgG^90Z$J&&ucdba(JBwdvW76AJF3sU{LSYufhYy?N1T zv|@N}l|G>e`ujZTK|%p#QS|rC7lfi*0a8NZd0`|cK1Jc{W*O6PA}n0ORv#QDGRy(4 zy+EFY!YN&uf#dD>@1Uyy#2@&8@TDyBFDDjXfUx7hLkiabi02Y@!m#^6)enwFmzS51 zPApGgempi7)Mf|;lv$@k!|lk|5a&8>P3EjqHcpE3=0E49)zvb9C0w^A+JM}g$ZBw_ za>^0?zbG7*dfiA^s;VQ8(t4y0kB-0?K4{SV%a0%SD!(Epx5zlI`1h?n>UCi%+ST1n z?CJ;m6bz(QRH+38(+Ua-3?|u=y;v0$6tJ$YuAq8?kk@SS-+kin5p63|VEPC(LcfP! z0IH|popVpPQ?eRdxL0jAc;CUfY%9&&63Iw{>pb>PlpTr66I|k-e6F3Vzh=h*vI3QT zBsDP@mQEh6ZNPP8U0%v2S*T6LxE*QM+be1(P2`*XZt_9^_9wz+bd(VT$)hUPH^Z!7 zOg?&Ey!6-QMh+76{%v!2US*>!$KnpDD}3oZRwbNhZ#Du^W-Y$3D>3XP)rfTO+@T&Y zlN^4L_}pnANz$zzXZyf9ol~x5c2cf$N8C=X<5RM)?brt6SLXZQhu`&?V>Tj@tPlf40dj5W3L6p$i|L93O-x)rd1F}VO`+ainCMbBOwyb~SU-&=F2F|C9v* zsKR!WRaEp*gyNwNR7nWKsBNf+tC~)$SJSfr3?RRpyN}q0!KuZZjiFw*e?(pHx6jEm z!LSVf0Jza0N@e(Gupii_?54eQh#d7?zT1#UT?P;q$SfWUe)y%Yzdcor;6MEQ`PaEs zigW!P0=)$jw7#*1W6qDHyv;y_1j8Hd#;Ywm4M0}I@R<;%?+$G}y{1muBH93=fiA%B zOa^G5lPv=new|D^LzX_Lzq-go#e6B=z^^P{#N}+5|eSiCgIi1 zDre&{iFQN>olb-QpZy*rp7XNC$fBJM9`P-OMsgituf7LsO!Uq^m%4{#@!T1aaB2&ugGx@tD2wDp?%AV>C)SG>8*axHhD}oB|hm@th`@-^PY_|tgmpx zfpa7vH;U6p=zS$qWD&{QR+i7fWR?7%)b&EHhD-Fat5)^5aAMcwbvNz9T@gPq`0?XDUU zTm}n`1O6czIio3VvXIGs`<|c$%kS9-{Tq7~oEf~nnlw->JlW_zO}gW)V>7>_EoRf( zkI`oS6m4M) zU0PWI($)If+Gp4lAZKQHcD7#(t4*!0Vr8oiPDulL3ScGa9SA1@?x zL*UaFkQ^aac=&qMwKuE4rz|=sP{CR)WO&^ed<_vDF}!sdcww3LCjQca9K*B<$-H5R z4n%oyYD7ax8Nlnb0ttyCFhs(kkqwrY=72r2$_U&o0ZqRSb69LgM4M6wOapL@^Ixv1 zZgFHa_am@AyhOx1NJf$Y={0U)!4L@7)zxN7j(YC%cL5uhhlp|RS#NfU>?q(@0VaPs z-tXIv@X^YZO~TgkgHMM*zMxltn<4g}h5OL-v>d!|Z&>gNb;H(CMDm zHeS?L*&yO~Dy+x-!L$#kSwPZp`1gk%xFZ^1xDSj6gyti=+tM8d1>;o?l;Cy<7LG9x zy*h2X3Pz&dyT9(ER*pCL@TaBCBk4oM!l+eY{dduQGTGw1r7ZALm+`FaORT&`>DFxNtAiR> zZ;`Q%ovbzIFLKEry42qObDraS-SVwc7fFsXr^@^96~-Suzr^brF~Txy_bP3BtX*>qk$(ED5(DCq^nmNxE~VV?>dp!L(Q~tok#qoAP7&wq;{I zPCU5>bCv}yVC;-x{S&ZFc#LwWKA5e|<-_-JO^ly99qJ&Pf<>A|R`h^G|XJ;j}z4jy_1 zAAuPg%qtNA>U+C^HEI1=)Wlz;=ykkl>mI zKO_U;MT#&RM5Kv(SRZ-%$cktyDK$f!MwZ|%6h&l?=?1`ohT5kasHWK&P+sL1H*`Z0 z;sG&{*!NmNodc-QHEdS#0MtC+Zfk}s^cU8fa-RG$xV(m~+e{-0_PTwveD&g$Z+YpV zwzam?d`Jl8BOramZoR)kgMY)YEr`sMZlz5OP(KCXD-Q4g%!D$RW*0VKZdkIJU%%2# zOg?r11&}W!MFRh`cC-4NpZoEx%YL7X-@gXp~Yxa!5% z>-UJz;JG!HtqrXs*$yTdgHk(H_XJzCIK@Hl##MHCWA2DK`Fa-v-h{OLK6YQfWlCl6 zl$BkWG_ngfS@!zT?84V?&91+H4^jxa%@=;Xs{bQ=;RnV*G#cJ(3y8=1SK zUR^c&|B!obrOxa=zmmins<}3y5!yG_W-;nqZG&B=YwVf;Fb2ugf1AA1QsBNZki--_ zU3*JrFsUFN#QN(l`3_{oWP2W|7C$BC3r{|AF8=$wns3R!MP7jTb*!E2NIA-{4#F*x z!nKYQ*aRy8(T7$)pt6w2&y9Z>%R3=YuSfS|xr7-EwH`=}QK`(w5>B$YO8ca>!r2LdN^X0x% ztVQfQD*vZd&?=3*F)aVv$Dj0ZxU+kT)_e`QkM=JloFn?wnhf%e>c<8&3c~$%y$H+t zF3C<@Q?vG#^#<#WD3jECLvlZ#Y)-%G+-c$RWAosidek^f)#t$y$iq+I`s4jWqrXsP zBA>2sHxl7si1C=XLIIsUp{K6Sqf=Zbut#!MM&GHdriM>|aT{^Af^BE6MZmGKolO`qvie)Sm z1wW1fsp5BI8zvC$h!FJ(+*}@f{r(E5Aly^-V!fWLd^0e~YroSH#Rd6y({!OPtgN2N z=dsUMfY^x#`029l@=$-vm-&FP`+`y=0rcbW;yn4ZtnzX^uuK8;7IxkCNb-zb_W+$* zIOSU-&>^Qa^4>l$+1Pq!JXRkgA!guh5j$xd7D|URHcC zTk*%z_FuM`&==eOT5Ml(7cB)O21xW!m|Yf@;pT}nKUIKd9jdi23Q1%*7`NAym7olC zMLM^_qO#VS`0{L_T}-ow1wAj^ia1^QLAKy@AV6QxG!8v8ZN1Zi1P9#S&_(vJ?$Oxe zS5=V?J=f8PJ-LyVQ^h_zY6Bem#d^euca_Dr9-9*AjBk-?w3fI$;B-Q654Yyve4AHq z@`-7YsLa}7y@xM`X!6pY+D=SULY5U{{?D=0_mb5=U5O?>K_?H_cBqa16(s5tHq$q@ zxd{Y6;S3PbI|qrB(8594V?TpeY$wU#&7AE1i`EkriE2A!^_-{oIt@eoXU z9z9R2O%e3dlHZN=V4wVBDdA<%>qByW!YhFxD;s9Q1ou280fpc&d4M^Y-(Fw)LO3C4 zyNR5=7tQ11<8SQ(SEtOV+|aTaPp zUiV#nXMx@EP*N}bi!E1v=x2dGPDR>+F;BJ%6K+6Cpgbl&=K20zNnJfCi>@~rZ&rpk z75)h%!VIY*iA4S+WU|Y!M3CHAhBq=232>1CGEr>C^Ve7kALp+~Gb4)VtmYH> zIdqro9kY{h_GkJ}@lwQQ2Cp^=Wxu4YE1Obj7ZJ)C%VXWQOq&-tS6P0)Nas-K6np1csrJ=W7_Pb)&m@3~t*eFXNnKS>FJJUdYiHP}^*i}i z^!MLic@$;F#5$+p#66n%4Y?o(r{8OiKe4l1ik>LLzB*^O%oU4J&z2sg@u$_z?t{(y zuC3u-_%F1HsZ2D3(LaNwtK4ujpU)6?!`=fJsPQ^1+(DRz!=;1p^5-yrgYgsVCTVSe zL+vyeY)77-dm>OLcY*(8JNH@L8MgGXbC}$~-5_5v^2->f5{CtFdJ*|i+O$e{tn~-J zTWD%O+&H;F%<5p?Z19u23?^NmF0e=3N4ync^Pj6i#FTP7*LCUX_5+ItXYSyZfK#;S z2)@u4$CZu0i~X*wAgu2UOz1g&BNZ1+QjMFTH>X zplhw*`7IMx%%A`f3K3V=ZbM|eYDY)WIOR?o=wqGV6G>b|#jVHt!St1LIMxwXrw<%jj^a)+7eRD-P>xzWvfjPcj-s6UjvTO>CxFYa6YzzqjL znpz{yiR}xPFwWcm1^>_~l+t)kHB9=9Au?|c96VsY^Z^E@ufaeUet%dC1zMFKVG_w> zFtU(|xNnef@ThW9?)B?Oiye`)&z_+}j|a$(g}Ib`cXmH_je~BKLoIlO2OM+Ua#(N9 zRHS2`^9A}E!YLlQB5?Hm2)8WUTwuM)Rr}S`{@6kDaH8zA&L;gbp!gxEL6EhP0e;(x zT3S7jJjdg__7GvsJA1Y5c3-Z8{9C7!u=Wpf4-2;Fgj-Pua_!D?E$7yKb5Y?Tb&7o| z)$&hVE=|OWtO!l`+>B>UwM2iKJ&y{z_NQ>va~7LQ=wFC3mTSR5!{k{ZlyP_<&ft!9 zCWxXJ6Q#RT<}v!SsoJE3O3avSFLq)7NnT26eA>6{&#<*=HQaLRL4~b)&Qjn59Q<}# z?1I2*vm4X_490zCk~xqt713=YMFI7?uP;z^Vq6LLJs`^Bw=*amylCD3sJfr@R%;%>W9~Tx!W4`Zx9kmC~L@~oaYf+hHBCM?C+M^pHyMk z3~m$x)^@x47qx$0Diz*-ht!k6Lati;4Inc(#$aZFB{z)7toYABI+AR83~~UVkUZr5 zZT8q>TT4p|=Xg}|rBb!zenBqen$w{{${*wuE_f96f0#+eeA}3x_Gb^TrNGDFWyiJU z6Er)G_&;-u(egI*43szR{4o`?#$i(gdg{+s{9A|F#XX}W`6{=6bZ}@55Jk-Mx<5V+ zbUOFdASzftt>xc!DQ}Zo#hc$j^$UtfqP+0I0Zu|_4-P@{D+=tl_dIKZG}zOtSmryurr7SVH0rkflD={Il>qw!rZzTPN1JZV}YFa@o~tI zXAG^$)E%VrkDJxT48JtdUJWMoezjd4SLGn{FZX_qbj5jr`XDjr(mTXAL&5_@H_N-} zqGJwZ!nZ{J1xA_pVaU9eq9?nq`v00c^LMECHjbYbO2`~pkC;S7Qi#Z&?Afv;%NaCw z*;2_w6GoUwmKbFn%#;?gckIF>GL0c8Yqn$0(jeKM`+KhEhv!dteso>FF2?t>-1qx+ zzu!*!iAUZneE!}n4{Pa~yYY&3P^NofC~s7@7$9yZ(`I0T|^Gh2?7ahWy~3YtG&uZjSY zrxI`^aNvMS>S?K0~8cw2HH)(i>^2!A3D#FvtGV1?Sh};gu?11>1b&(U_FGUrRCb=`0R-msIP_99 zv>n~149$bdOZ3DrNCbTrI4Q!#j{V-REh;LC_^wZYag5zf$6ppup2T;$Hum2mK6*Vn zwp%&aN~3UNQ=oK1y~R0(Vq1Y?4G1nfP5icw7hGJ#g@uIyRsaX2_Gu;+m{aWXc$<7b>?;Z27N39sr{ESN z7TKr`yFW}3Vn3!xBS56ZFnc8j`RB z6ON-dRT01wI*qW^YsFH&B3ZodFmnLei9gJDSmutwgSS9ZJH*94JvWzMSV)BQ@fMrc zs~cNFTn{|$SK+V;fe;b>?pBy8b*E>=4=- zOa^#T$pcq|(AGC5jQ^o$o5KqVRS9gt-abA6br0ZowzO3|LuX!4$u{($pdc8G%YoVk zgb;G!Nzka`C>7Zc)xKB3YCp&TkAKJ-XaW2N_8u}gwftFqdn7=Gq=nZ6$UEli8_046 z=m#(*WFGd~Tirc7@VR9n$10TU;J)#0rtl?1Y0}1)iXjFF(iV6t+~D(MqzO1w`b|I! zMXY2Vq|T_y&`72TCf8$4U?84m_{=dDT1~z_O?JUQGm7Y6i)Cy0gD>rYT0ya95$$Tz z$-VaUq-ysz#_>c#l7b)aJ5GIN?#I{UES7uxyI6hxQ$;Vxxm$d~wvJKfPh?v(B-B@n z(io8`!)u~kMux&yShy~V3ALU=q}bw3|A~9~-iFXl^ifqBSI!BhgbJ{>W6RoX zA47XDHG-EfGJI4GO@^Mpx939%m9h8XpGn2$VksO)W&XHi=>54`cWC>Yg5I}S zp54UkYbHe3qiY4`pA9wl1f+B?rMZ;wI~%s^TG?dK5}*awKuSNPypn<%Z9*hh&SqDI zrAYMVeOpXO6rfrLOb32F7iiIhPO1&Nz*>+P8U~IUCU?zM*1jWeHd61l;_t1zbZS{x zD+QPf$%j93xZ@L?`FV^F*aVGM2nqfGS8a0p3QhxAoUL)fn{esXNV|lRu;jZAt+B(Z zH)9|mSwC%h1$Rl2a%p+CXna*%B6@+pf2P+X{!g{uVtFnb|Oq2A)aNo7Yvt5CY4~qAjzIgO~iw3PZ()?UHr(Ax1*IPH)Ear)&3{7EQ zY~Q$yRMoVPgcx1*8c}CSl&33w{d6t#;dcIRoC+<4_x?cYfaylGzg)4xa+=<%O>b@` zh4Jo|2An_YvLhW_dQ^$6l4-tE+xAUqlIzMtu|=iawqx=j1%61si!D2P%ec*h-j`Yq zFMmN$znaInICUS4xe5P2-LYv_IC@?g{-=AHoDE?pDWY7m0_6+}6*)@rm*!x2p1W2z zq13>VNVCE%955?#62+Ggbw+&K&)06d;j{+X2sC}FErGiJF{>P9MTzh96$w!88S_&; z+mq7iEP1O-QD+xk(M_%3j{2^<%3HL9yP~f>N>;6lXmVJ%ARp>y<|f|ER^T}qBnG1O zeuyP4lnw!(A((6ca+pXYl3NH6G^Lt(nj&W@Cj^KTNH@F!s2Q+S@v9sQP=R9Qh?W-q zZ|h#D%M1+mU3sZwpCYaEFUSCqVl+=hOAO{wk2hPBm4a}5E6KYP>?>?+!92x#_tKV3+N3m5$JqGe zbE5A0*7jwa<}Zrz5Sk3q5AdLj+21)nhEJ7mswdDQDPF*KHSdj%4AZn0fu2Tj|2!ZQ zAYVh?m*Lf_Q(Z&w9FP@IAAzBgWR1CIc7n59%-8E?ceo91WNV1=z()WDF)TpfphYTj zp0-brL9as!fw8(lKV>kv0on^OX`s^+Dgvp51@Byxcs-9EHRtTH)B7oGn}mo9H}#pt{BO!F z_B+v}t*LujT$@N)@zU)Ay;js0C&iWScRC9#p@%ONi8#@`K#zD(#uaB*K?p+g+Vv&X7uPzfAJc;-I0HaDp+3)vS zUgfcWw&vIKkD<_ydlyk(r-R{(v>H#cEZX*>>?eHaqizl>>DoyK=^T3)hA*n>W3zbn zK2z-H)wor={aOxxdCCb?>*R|XkA{Rsdrmgosu87L-ne@??l_249NDoX(})Y3t7d$e z2d!>nntpKM9Dk}hM2CHWE?^~Gsq`5la_+9!juLMB3Dv3FqrU#T8ZsP&xJx9kiTv12 z`YG9OG>-*c|F;M2bxr3NT6zZ`Q3{0=O61%oj@PZ;pSev|odabA=W~+sYCt@@ClTCI z0!wA~i|d;s*dC0b{h4I79CHW4Z%V(ay9Nk{a3pqkl@L%)eu>1!^FjWSc*dWC)#tBq z0m(Y42*vnO6H5vJeUXiFu8d=W(=ja9nH3xh7giQ+$yC(IMKwBGVEo|c8!!W`qnUwB znKv~b;(y16lcjjMI1?oSyh_}AJlSaX=ou0O&S^C0#9R){eBRO@^0X{A4g0Z^jW2Z2 zmlawfOrK76b<}*AGJ2UZ#u+FeX=4wJ5!@A%BvJb%Yk5n7Il5%fzfoksDI12twQv#B zhOz_H3sG(P%xQAe(J0g;(y~kPEYl+alo%T5nTz^PQO!8v4SkS2wn(AU8*L<<+rZ%( zoeUma?Y(9_fhd#&f>;>|9Ec)6Nt>8GhMC>}KR>hUDhv#%^V2?POx)V8(9mXpyob zOooI+gCzItsfK&%)|`j)a|_?on`(ON@<%%Jk9Nt!_-ss$aTCOe%RWXZCiie94X!H+ z+H#9Ho!if>i`nLF3tYJ#C>SIQC+t!xvrh`$I(sxs-qM&jb;*7hk{I!|8`=_`#!kE}ti+aIoo~SNK3kycUw8(~rhNH&vnPfba=Lez`G_vy)bS?v1=7onUSnkpxpic`;qm=@ zRg-GS`C(?eDT~Xu`6jgFCU~~Id-o|5VO^GEB0ff-`9HT8@DZnr|987{vN7#$3qD=% zZliwJW@0Iwlpw_D_+qA>YZ76!pHagmy}IL%x2 ze0mO!sQTTel!Jo<^dqnB%88HkA&eQ`F?029PFs_Yw_Jsgz+wvZ>l1`_YD{`JtzW-3 z9!eK^!o!1ybyqE4<4aDCn!f%( zb|0@RlG3Cv;nBhLBHw~{?59r-&wob>?HFF29})CcR8({y9bR00)nJjAm!GV8LwEoF zeYLLhE8pw0jGLsgGA=5wt;g6D{NlE@kLc*==ouLgm%=!*hArRj?Y2hK$((K!l>FV< zxjT5nKI?aL)!x;m^0hCC+hVfXo|-r;aClgarlG3g^XIqs$az&&RXH>JPfz(XybsV_ zTwK&nZ071**j_bx_jiOCRt8GB8o*tNghHC6A%k(QPw z8xx>ekW*HsZsW#?_MS8BnK&C-buFe0v!|C=NzdOX2QN-itS?`_D4sRZ%Qal=)Po0Q z!Nu6v=tV`--@QY|rV{2i6DXMo8-E>t`}2pYDqaJRRU&UuYPfAe5)wK&eAoK4ogF(p z_6ef#g|)-|V6jW&j3F6g;|I01wc_rWS;xn&20lkG(tXdZ64>?0UJNce{2U%`nJTwH zzjJG4bu~IRwhesL-{1doUB$1}uKMt|KaTQgzka=IsqG9elB1)eth{{dy7S1)jDo&C z<;k2|hIirU`btisfw7?>Qu$Q>Y^~E9eu|3f>chogY6vGiqmsv@SO*@>XMf1A|K*7xf6T}jx;#7F_iPLg z5C1tf)_xmDm~)-y^7^D%CWamiwtHY8r@1+!rRC}MX_wfN1Ao@eoAzL8-)`_8)qD*? zV&bfc%~EZ)imIxS>FM5}d*qYfjoOIj`c%ZO;u^h9vQ(M6dwN<-xr{1x8Ev?EiSkB6 z#$PvP4G{+P^sn?&Jgp)6@Kzhw&M8_=@a@UGmp!rdgW0WwM=v|0{4ST77jFKf*ncf5 zdMF@}L}K9n?%zM>v&NvHyYrr#MXVUc)izV_ht`%$yQoYCl6lm2&#tb&=64N=-3V(I z#QUA+`L&vI?ML05MiC6=4O_bZNwVnf?+?c~c;7;U2=(=@+s5E8Yz7VPBQ_K9@$te3 z-E?YnDX;vlc&NSikiCw#j8=Q&KPfVtHIC+~l*6gw6A+x84f!dXo11G~+48;|J6rHM z(Z755uKVd?aP4Ms{mSs~%uHH@t$~k9Kzzg`X8UxI{z6OZIry;O)r8+L?30S`0YPY3 zSe~#!j{5#etV)?_5B^zlS63JK;u-by^z>wtkC52ax(Z|5=FScSJ9{Mc&1sj0mR9z# zWmfJpYB=AvU>t6@9lh%%j_X@Rnyjx*AjBZdEW`IapW-*_E#xYjsarq7IGSYD)YQh- zYUk{n1?Rp@K+?NK<#+i;peBJnJ9n2hiJmud#&V%m%K>)$#!cp7nHsp{(X_Qtc8{7t>O zx)SH_uK%Q4lpsS_^6bTn@c=xPc=-;098p;biCfv(+5e7?lyqI;GzfCf<~`QZzyTpT zT3K0zc-mhaZ$nH6-ytW$lG*TE6xrC?`chh|mR{zyIQDmJOoP{M7L9XzxO1H=Wq|Ev z72CJlH02V`*y} zzYt3wLMi0>S(WJ&!UP%5^3zOJhY5W*M9_X9hwpW=)3|jNc6!jqf$YAKpO^LC=xu9j zt6bhUL^7NRCZ$DS6Vq+_A9XI9vWkkS9n)xhv8x;>D<>ej&DTHp~%eK9Q=31^f^h?rvi;{=xJ1Vjg5#%VaS`3 zE!|INY+};W-~Xkk=w88i=#)*TA?N2|O9#QU1_(j3PD3K}4je-K^J8^LXf01~|AZ)~#rKP2D@$pKY{m#b|>}+hNqq$0n zBFebA2M{4|eN0Ui?&HA=AP+`}_Ow z8C?AQ{3b6~pABYf7Ua2juUzZ1d`{-GpRc&RHAPsPpb&D$mqhvLt16rOPHTg!zgzrM zMSYT+nnVTqP9Z;dT%WD2T1|;*n1&u}Y(~?u^Rakmb{`q=^XMT!<{Lx^ho66zmX_Wg z()n>ql}wcTUU~j1c@;IWx%zK?bZfdYEIpm-dM{XP4}jCjXnLr~lPB%gC5=Iv1*?H1 z2A{utp=Uwzfn>&>a%x%kpk>&({I1Ne9|?(xhkI=}L$Z|S3M;z*JVpGDwESG8%wl6= z5EzD>&#ryl*>R~I-F0WS2hfN+c-1KcXx|quDTBLKoTTk`)!FL#S-%)w4G19ibBZqJ zH9Eqx^z7`|F#_LTUte1jlLGoBX4mU3@w>7Pm!{)Qu^qAb_FU=E*2adO6syc~_<_8F zLdk2-&DCep#lgYBc|@ip#KgB2eFE%{i-sXhs5A-mdN~gl9{du=ANng;qvm*Dq=5X!2Ai>J-}LtsXOclXpN1B`=8V6>FH6d zuC78%^V)4>R8fjRyX)`l;-Wt+keBRPpq{^Cc-(6B4GxxxFqE0VM5_1SzkiBo$&CiP zamXV$(aFj3aPIIiQKIL6%dFq9va&+f2U~|IUQS)%dLj|c6F_2D@7nnH$dmYy?wucq zb^2kKk_fNZ{j{9zA*l(BJ^!hw-dhF)=ak=j_(N zO&qiG*U!Nc+~7zbK70shGxp=hACr@$kbpWD9X=)|lEk+w6pV9O3{oT~C!g-#T-*OD z)bSr$qZ1NJnVr>x0|97^xc0@uO?q-N8Mvp9kB|4^0AF}ydm6-eMHksN37yliRN8UONIb6k8%!|3(|mHwv~Enlt9-4G?vrwDetrlEmw4-;K>p zkAoh@ym;oO!oqNquENb-t@}nhzP)pR2Z?^ix)&M*kjDDCQD5K!Df%YhQ%QN zeuql+do2I?zvJTrj++CHLfy*H@Ng_?8JYZ|qMV{4Tj>piZRrX8pKVFW%VYQ*^7*yB zv~QI1^J^9!x%)9KZ2*#I-;8~;NRgA&`sb2@L$s*YiBCjwaT( zwpNO&=WiKygc7a%`4f|x+CQoyHUMxCfi5E=A{=WE4jj3-xF!Ml#Ty*Qg@%Tnc5wK% zAnHN|g}wlvP)rOADBr1S*&jVxEx9=_IRnfL@HHzxpLydHOio%_I+qBSL#HeNPULuZ zVdz)U%XbdJPnDDgi0u82B-=YW_BUVMB;$ylz9nE(es;w!&ObF7_>wCkGBPGDO$pX< z@7_JNE*3%zIHXp(C}A!-7bw_PwVKa~b{h_{0a+vL@|yv`accOt5a0-iCNC@NJ;c<5 z^UV?nkY{Ut*A^AJkM8=vdv&#;)o}JF1>CRagrYTR;^uPbCiUi``6ea$9O0~5(zN>9 z4Xl81UIPq?CC~Odar0xW(#J2ZRb_exRiKE72-IA_H$b6-)cV{#LfT}kiiSNAvtV4_ z#%3$vio4N(LtkGX?6R|~OHNkyhYjy5M-@}Kn7^BwZLcfwsi{@$?Cdmf|GL%#+%a-@ zCv7xPF*2fsCt!-_7Z-9$N)f#h!az2FcZi5kMo4on9zswa$p8}-(ySodR z9$b(!W#IV^5sMr?EKQq@SdX1VIy)Lrl1JKcyaPYQf#BxWmQAg%Xhsy&QBTMQ;x5o- zsxo^A2NT4!V(1}9L)hHf+OnF+tgJ-fdCh_jQ!X_q`K)r+y3-NJ2$&L}0R#jDVs|XO zYcu+~yU|QcOz0UHq|M4Bp(Fu}0+;b^&Hx+#)1TyTP?B+=OD~s|oqfB0PTAA*Jis>Q z!P?f&j&uw?m=hB_yL6`N&xwg($ZB3Km=pZ~Yth8PCcaPxy?3a`2TEo352ARlUhu{I z0f+9`bHxYI9&(bv)zHl)4sQC>a@Xx?o#F_ZS$;$<2`Bg8V>aPgg4O?{lI|>4(cd!u z|LwD-m;F5nzSoCy{#)0@X02YCAKQO+^S?8+B!12Czq{$@?R)Eg<9$Lyy(K8He$jUP zrs4XBOL4pda}53B{@suCR#gR#3ZY5c7--zAq*#7Nm+yWDoK*Sw1U)ahZJJAV)+32& zk?Gpn0cTO_^I=!nB{nww$9Yaix&Fidw#CjUQ?;h(Z_1aV(}8_u?6FD$>Vid%3~lLf z`S7%XgyAs4Gf)TrY58XuEhn_78bI~}T<*9KKXdRvgTQRYL^47N_NcHG=M zza@)r$pfz1K@@MhL-t2pAJxC=F;WbHafuYsf5(TL+u>Rq!T;xA@d)L^u(f%uG@n?8 zm@E^0rdok2OWuU0@bFkyVsHxj9ZAda$8ZPmpGgXKw%ge7*!kLPGT!>$TJK`UAMJxZ zof`*hZc}Z>QtHZ7aqpw$N|mT3(!;$z>PK|627E-!cX0It){(fE~gqXnY!hZHIs@(g{zmu5}RgJf1$KemqJA@AR_ z`@t*yvie@iXrM{IKiu#Xp@N6nIZ@QHD-J&#U`%W}=X%AuIA?o)0y5lfjj-=OK^~N( zkT{Y&r(6@X5{~Yy5w^2aL#Fn3b=aY0vEB0Aj=4S`s;I~#A9Ey=64ja$j2{kIjuZF| zG>J?}Ni;;pynm8hU--oB9yiwpgLFQH$|CUwCzSZcke~E@Zin*pRZdd1Q_{}wkkq0Zhtf#3v1W;&+Yp^;pL_LDK;v^ z=8Jrclc|ap`*i5?QUjwrk57uP^|hPY!ib8z1RIeP7efPw9KMBMkmXJpm*9?6K?p6Z zySMiKKWu?@N{ZFNz%w;7?6kl10<;MpXZaP*FReDPs?Rj!A13ABB_14lAnIz2Z|-OT`$a=W7=C z-7fft$7F^+6J&^ecx<2`_jLM;?Ml<4+MqL5Y2kxlLpYpY$ZWTjg`1FqwC^1rK2J)_ zAbVjBCo4HaL#I4ZySbj1J%lapnj9@qD<;gGU_fq17xu-1Tk=jj-*=IPN>#6EuEnFs zdAuh3zeX-f$gC`fxjs!zw2TYC-0)b2lJ?B11?If>%&r2`bIU0uDQy25jjcW${v3t< z!5<&qGdwF0PA^B$Tcuk_AvD@IdZN{nor%{q_;2Y5C11oW)2;jdk-^KTh&pZ&;kv4D z|1KfR-TO%nS1uNw?g!~8v91_nJjdTJ>NVeI;yz}1NGq3BurOH4-N;tZZM40V^>w-a zf|5dTSZ?7b6QvJbfW!#O?o%HpG1h{EY^puj%ci2;(7JRq$wJrO|0)pNJ4U(Q3zKcd z_9?aQeCdOtLX64h+MJC3s5_}*+lN!BcJLR*%6101^vhOH1+Az6V*5 zda;r?%2VkzS)Y!L;P&@5i#M;!8RoaQ} z5^Apax-M9dZCrh3B($2-Y*7dINTMD^>b@Et6X+jo8=!yKe(7 zjls2PB8?nA^{$B0(C64$ECRPj%n#@Us9w>?T31JiR2K1f3R{kSlk2M&7R4$}c1Ypi z#&Zb|ZHayi_w*h@&Mzn1x*pMqKMwmp(hieiW5YEG{0A0|Rcu*pMR*otU<+&sS=~TN=rx*`Y+kD~1XC=>{Kac5XvzF)3F`&#| z>LO=h?#2-NZLA@G(9b}n|MISQK?kpy_|;?`*PqqAtQTFM)meJvxe*rPSTY;6qa*I2 zCg@p2mcx}AeOBsX25DKFlKrmj@3uL?Mq({@nUJU6;;B5MTMK*jw)f5$<};qL!IH+6>+iisqekO{l6}YRfh7$ z6j8G;(KR_grQL=KMu7sR9{MBN410S3K01y0cPF}?y`Pm^$gt7x z3e27M<>PrAd8&Oc^WzgU5h6u48?L{P(_RuR9iKBcluUeERollLnh|=^+x<1AUt{@; z*EzBI!_0|q>(!C?XhFF?l+lD|$E5|$6aVK{l6KPWhK39?p$ffD4EoitKcoqkD72f} zHfg6N|6AG9u<9b*F6>FRh;H;i7M}kRa1t+%A`o45@JY*eZhL=p-h@swFViySXuJo# z6t>>I0og<4&(}J|DNV&Y#Xc`fi@G|8?_zouCA%nuvcD4lMEp3;CDtL_gS0AYdH?R- zxxe#CFv+UQFE5vz2O^GEa$0;xo?NAZ_e|Iqh$gr-^IHBm6V$n@gqD0KQ0AG?Xq^bEn|5(8mgrT-5v6) z^O#ThwAZCA%M?os6#QhB_?f@ zhuzBDF*c!6P-=+@_maPC%7`8s{`w-kzOAQ}y*h43I(Il=rdAHU^m3&oFcDfTwU4LU z+ql)-|DP6sJt|}1)h}+rot)PO3}Jm`&}puwfQ5dRpbg2sN36l}P;6c`aEGOASU(ip zM}Ric=z^cJkxncAmT#5RFQOA{fshcj(9c?k9SV3k?Uq-EJXz6nnat)BCi}SK@sjiC zJh!8g*qW|_nAQni9%hLc&8~@ewxfr4!$}8vkaVXG4RMt|S8xyFubmxMCxf z+eLBT8iFW%PxGusWN{_Cm(`M0+FborkLQHP+H~kb+D3ZCfKzz|(eghs2#xg2skY~y zs$BtXMQ={ppOq$Z?Hup#tgZPkUT6)5O~2OoBmmy~bp6R=da|QClC+{T3m?W8C1U7P zO{iY0yqtVFBWP9Ied{6}8CBHJVIz1Eg*efSAa8=xl6<+5BXU&aHw|IT-kE=@9p&%x zs|apS+lf&1e8Z~|V^;6F`(eyCYelTi8&&+}^K0#^X8>^8gY9*$nEL>8_QHa`mMF6aBDxsnLDs z{>e3|G9zli;T|YaTU605zFx$bb?S-EUtRJ8P#B3>Vt%BUT|T5Nv)dhTBdwn`=TX@n zw@yAe*Y{^{Km9qB38S+-6i4%^vvKGp$SX-oux*e?t{3VTa0#+kI`TC29M2sJl?QT< zR=vM(5{mdM&rkWXZCn*TSytk{CCJASh`O6P1mFWu>!PLPP_6PUIqb;Y|J8)|&l+Cv zpj4cM{~Whiix>034A`A;O4LbwfY!R@#7_b3*5?KWgMa@rK|A8BMtQS&VP+;W(E7$p z14&PEii;yhM%0}JDWQc7oYmuRv}hCE$x?y;up>rqqNC7d1)rX8ytq?nilRU#yY^yP2x;xN>A>-w1WYr(VY}Y z3n(A2VDz&(GpW-Va3%oa%0}_cR}P8e&4(v>yWiS|-(0Pr;o5mMpN@qxXGEYzxfzNi zs=EE;?Yt1$%oDzWI#G>hNSMy0Q9s}JFlFJ=yo!}pk-g_@UIRZRfL%Z^kCnSpXH9=` zq_vfWQj9%j;d&nNg&|$#U5N$@(<4R691Y_Sqw1g1o|%7(CXJ8zc&F6!UhRE`820JB z3EaG#*Xj2gH6sM2LufS>e9a$NlMp?IZ6{Fjp(l0L7;OBFnTM8FH>9jWGbHTM_J|ZK zI)OsvskyO+`I;fqGwINGmx`lbLK@!FhK#lI9}I-V7H41w(&G~t_wX^|=S3;+d`zcM z8E;TrGO4s2X8}Wl)Gsw9S6Dch?HDPrflL@fkM&0Ppg-gjR_vt-%{$$q2Yhq%CC?*& zelr>LNw_Onn2`GK&Y#sBgW+>BD4`~(X@mxtP99*qci6s%gY*2=D-}68^bDWl`#`0~ z-py<={1_P-xk>z)3VJxPJpnzY$-nkNjRWNLt7ToK1!!C{v9L(wjqU?Y$nAIST`@g1 zq&Ne#lzRTN>{<_kTj;GFOaI7N){@k^zW%f_`7mnTJ)~&rqC{Ij{0E-J7>B0(Y+_=T zl_DSzZQ^8&?ytDxK@yukEi7n@_2RIfbh+ZIhCE!safF~ITQFl4^Wb#Hl#fga3ot@< zFN!~Hf4(#Z7lE1*mpB2I9H8nLH?s;jtPqs>fJ1h^aqCZ0pe_L3{w$pTB2V83~Hf8JX$+EMcPMIk>4-bzcB_%d0;^ucx z2rvQ>y%Nx>gw{m@ftr$+;Y$`M(USPeS58F*Cx$*#v%q7gcFoetY7y3X>Mfe8%vhjV zlm(3upx}RwjJ%)OHg|T8gC-2n%+UV@RY)1M|IX%JU0k3GUbB|&)!o}`y!opL3A#|X z-XV#d4@Z%blV_KfMgtYh!os2rjYotd0!s{=4()pPQDrrfVvZ=jA7A^zCa8bl7Icv2 z5h>ilwe6UhD%wk{VL*O!v&RHQdhWP!#~My=NkN>v;{XE$N3~R^WyM|mRvnBNEUN+7 zVe_<%E)k9G8&Bd$Ec(^A@6h&dVgm8ey8a7UI&~PG8R$l4R(XpzI#qw&334ky9jIBT z4N8Z16qC2YqoN3)jsN;J2ua>RgTKcNq5sm-B0*>~kiX{V8?BGzK%Wj8nVmp#w-^F? z??Z??=;fB&nlC6764)}!%L$-cd^jYA^Ojx?+QT0}MFw{$3#~v@YzjpG=EJwOP$Je( zeD+jIN=h~hO=%YC9zokP)rUWB<9v*ZYmcN9f+ZM_e|rH+KE2|XpooAr23Qp|3g)L`CiMAS-;-cLFO@J`8 zzo3C&;JN+~dY?>u&RBPEgKFmqH1$AXgH0_eyeLQ!>0q1;B1-6d`CYI1MM5_h)JwO1 ztQ}@fYz0IyAE& zUs`1NB$Spu=Cz;iAM!oshCY=}qbCn&5-0>51E!~SVX-oDav{PJvtU=S6hC$lGse)r z`DXTZS;^-gmSBy8omruBTf-$`0!Me_V)b6FuBhKfL(TvL5)mH{)3JexEWKT=YYESXgQXx&T_vhYIMqiQ95U3k>}xqZd~&hDIJ{& zw<8XS2}sHX^?*TMvy{ZaDPg7+J3Po10Vn)Kx{plXa8sY*+3@!6bG#-qL}+2O~-4 zfAbzx7J`C;+Lf<~Agp9pS0@gMUMLo;(BK*x8omWZV&BA?W9?7NCypY}P$i4FD;Kl! zRy$KwRZC08-k!s*nmosGVG6Vq>)pF|=tn(0J%}jspV1^HmV@qTpRHy<@#M^&`e<)|{y8v9 z3_c61`){@sIgSRd3JtV>jD)5p6>r?j&UgA`3v3GOfULR%n_wkI%BT{sy)7TxuUOZj zEq@NV@&sDjfB|%QDRWz|uFlW1!oIRYN^uWmkd47li`dvOgf;fa~x5 z&5r7&8-ecLr%$9HO8{YG;md0F4GPdOgR(#iTNxQ_f!)IvTBZo6{V9nvJTcJ);!*C^ zQoux5*x0>K_Z2~D`Dx$}diF>neytWLv=FPx80s2K6B6+J#{>epl+rqMK3?eD`S^%{ zdKw|i^hgB~F>NSnvFA!}LNfDhVZ|Ly4mKJs#l)u7dr{$sgKJ%Hyf{vkEsbSWF#H&$rRNTg zb6X5Q0Ef*fxMMaKlQs42prT(}ydkfOhlR8_Ik6{g+(S)g0Z338ayB3md31Vuq-KFs3_U_Z2e}*Kq&LX55B{wv=+rpSB7g-|6e?tn)<8_1TE~aG zO&9FEDfi@JKz*5p%d|6F8@se*4C<2A-$wvA7D14aU08?(S!H9q0HhrtPz2+V27SQP z)D(!W@Gt^Z3&!K(;=Y^p5hKKYNZ$$yJU|(-?=B1t^yrTt#a&!@ARRAnS1;s#`En;^ zfSAY3n}s1ZM8xa(JKzZrQ^6GuHbJ5gB`5=LE@?a_gXSx&@$~d`)lWMSM1?J-CS8+t zF07zwYBU&%d8m*pEXv212)M?mdPYt`Asgx>5MKct(FWDwiwT(;j{pf;iA-FGeOV0+ z-XotUH*xk_ienu)3r9P@yQ@rtS#8L>tAZRsCa@ulXkzJMLxedfDV zIxj=%<-#Mq_RsxEjVq0-)@)lhG53JRhbv5c)2XjfoyTJ|b~jCJl+m>kAtCvdzQF*T z7>bkKY)&F~jF~6YMw=Nv9DLflFCQmvoFzS{S{S#tI2`o!s5p(T%!woXqHoIsU1OBS z%A&~h7KgG(z48#oUs{S&YCsxIHI!5J8P==`ig8Eh?S$<()N_&&XSY@7K|+HF3rQ?I zBEpC(iS+(`T2WCdklgR>aRQ_P^<58g`ND1&m_ll5xO@&G2a}VBDd$OM4}&leAd{my zGic~~OeJ#E7f&wMH#a3qCSsGx(kpS3atl?NI8(B#->Oj1z-yE|;*dBB+p?cHw>Au!NwbS2c zjJO5_XZ=?%2&xJjeiqxm4PH@Y38qw?gIuu*5;h(zs!-n$o8&8)>%OX7FB$^Y*tkXSoo>a}IcR-fMI}K0>Q0_nzs4OOdPz6RV zKtX@-WCUbJAb1ze*!7+|bqBv=PgL+#${WQaAfSt?LvC+x|2(?B=h=7)s_6r;jOq*T zyEcsmQSv#)He22YA+om^K*&LZYv;gBhyl_*v^%%lh10F#-RkEKrhmzLG%tXI6K;nwh(yo zME$zeOYnuqV@J15z#E|CGUiPIMN`uDhMrUO9n;aXbj9PX8oUgVSP>z+T#KQO6OHU) zPWyS`!E_OF9-q4MA$HWZDJ%3*`H`=xOxkKmUBUG#w;ZZWK46pz1v`XUZkG16I4B2M z>27w=ErdiJr{4Np>vj6;-iNL^Uk`Qu@cvO_0?F;b!KqB*p z`q!VGFv{>(-?~qVD*O3~rKK(A+xs?CLnRB+7UHmnEN^~--V3Uj<-fz(2i9h0W?%C1 zoGwq_)Rrcsrz`8|+(#S&nRM4ADd{Do~zv=@SKFG2D{4oy-ZW~gCaC@-Y2a`Yv z)%drx>ztW&i+I0zgC+ymh1MeY(Hwc-E6H0aOwT`P_hN!ZK-RIIppss}pn!YZB zAqy2ND`o^t26fxm*jRT+84^ZWUbC3X(_d#M^{5n=YxSsk`kJ_Q#DO}aH_CdGNl%2A z>e{2rH^1Fp!YmK(STA9Fs&q+2#R1;EDWA?kLbZ8t3eoUs!8i;Ug+xTaR6zqy-LNG+ z>!!DTjzp$-_VBYtVjaoXyeX@ANwNvAVteSLW}n^SEz%@^AsSQ3$IbnmYWPE8PlJQL zh3N%OqX9L%e7e~>@nDlSHa2#3+w4JCM@NSgWr1da8cV!diPSG^$gkZKB>8I{t8_L%pjJuf081Z(bu2 z^Lk+2g?KtV3wsy6{S~DA6&WHSAt9rl#~=dTJl+b4ifY~}XLP(VKbRsQCuenQ1tf+C z2hhju+!StieskRZHO`XfvAfSZt3u*WL!SEfB_q|kOB4;$J)Q!+c`C-zh=$XH2KDxF&EOd%y*+T zku)a=zh^mm_8|k4a&!F)86-GSG_y6o*jY@c-p^W5ZsOcIi>hwA+o~{q{bwlQRo}NO zLoE>rioA*LMkCD&eiL@;{nEr;0klB+y7TRWg$$q1p1P~x`aa%H4bPP)C#Lwgw%^tq z&KgW3_2lmTeF|CZ#S29Fo!Zi}H*JbXxX=(394z3tf<{C{lqhlxfEy;F%5A2&&d<+* zpLxi@aJPC!Nm8=y9szC!)LkHj+$6(2IX(`3d-?!eY2{B4x!2Lr5n${xqqZQqs22s} zTa%^!Fy-=;YM9UtJ8^?vNuGZJd1Tl+!&Q8C$|BL<=&<%t=$%E)pXQ~dhYs#?k}?@S z)5vcu7S6Oe1dKMq$I7?AWz0h_Gi!^UZ2E3A{pqnO$!4NKQ{KO4&odgTUwWzwPpzYC zy(9v;;$t(Zbw}|_9}^sq8F19|Rn07~olc3K?K(NetcrzwKK=FP-(NMD#NjP6nJ9V1 zapN&jtZy@0qn0knf<|)jZ&bx&zk}r6p5U~CTETdKnouIQ#h|Kzfv?Cn#{Rc`1Ejq} zig9@!uE!BSg;wafj}9oyf;WfO#6G?H7}Vpid>84x!^7S%?#bsf@-(Db*%Q)0=iFxw z>Px8K6H-eRdegj1-VyF>!Oq^7oB3$AMtItgmQmy#Xlwwp@d>l2NP!dy4oo|J>Y1*( zFzCjhyHG`CxiVa7#uOim`u&~Z2bB}P-vZUXtc)T?t+y|hJ_9GxXB`@tf|%O_^lRea z@DUgXD(}6gkQ_^zuLW^L{(VeEgA}>wSoE0iHv!d7z$zq6;x231aS-)pidFF&=Yqy;sho6BElw zNId0I=8Su{WJAVFH%}5dpEm23_~}VJheMzB?ybgz&$gl9o@%K*>!9-UW05 zVv-O>0T2^_Guye~O{;y0&$YF?VG)sSiy*o?fYA#8;8U;&DA%)xyJ3jtgK}OrjElfT z3qIPNy)$n%-3m0csBkKN2PBwzlafLSBaz{FCkV3xGEr0=YlomU?f^jleadEQrWz+> zD0p=J%eQZ#ISPr=b8Wy(al`C_e9qGK#V+c{-Avu0Kl@$Oj4-A2=w%hCEI`r@%5q01 zCo5aqj#bBf1dSCR-vRT0ue|qB0EINkkjzUKjQ0Yu1vKlY0rQ>a8(*kz&S1t6RtMT* zN08>;{_b&T9w+}$IWIOfm13vy#2}JNBova!)yaYdkYTWKpmGf(ev}0hYA|90w3e)_ ztRZAn4Gj$hP>7@!W52bOA`2`gTmzU<5REfBhki5B&=?SEe%WGiLCzr*yDzR^FMOz0 z5R&N_+0FTARuIA>ASxh*{OMcrF38=F-)$%qGtT=}-0ORL8!3%9D0J!H=8HMj-17l@ z=&KZngwQI7nT)l4ew3Pgqu9mS@)7zac=7Vg)FfDeU#+*yHnk#7Z?ADt<=(IL(kUg) z#Jgj3D^TL8qXb)?E-Dg;aGZ~)9_NuV2nTotr$Q^U;&SgrejGwEbvhX`Qw#G+0v__O zH^$Q3S|c|17TXH7OW#jUY9p)$^y_!-O*=>Q;r;g778BbDc0+J1BHdbizNunDjRkc_lJB?@??^K~U)e&$y&>qZIOy(xeW z2yi3A!%u1H-I;UIp83VD#^mG@KV$81iNShT!HVTzYW zaD-6m_Q8l)>68s(u2xU4Uud_XEmlRe2k;NP2xbN=L5$ucS)^y?<_3XCV+_HIWFpZqcx^V#>wvgLMxHA0pzoHw^c}Qe>Ng=jP@R0BI5Hr4rF&OYu#JB=t_Q~9w0Woa@lXM7vzs-=-uvGi| z%r+q*;ohLo?suzE1_TogwA+7zYa0y~BABJ+>mT!4JOE($bKMz;cIBz-CwZj&i==q$OxcCgpYqObkbp)zajY!C7T}0%3H@o8`g&UloU>x5pUO@9*DDu50nYw<&J<)}pj;$Q zG*=;gDCC+;68lu9g~&!_nd0#0PhQ#A>cUb}v5AMLw^Hryf3D!X*U0W^`_di9iexqR z-#M^pAZ#*msrg8cZqg9Blxlhw#{GnAaB7fNy32>um?w@nC)QM0tkH6IJ3G@Bx1cRh zlTy;i^?}Eq!1&-R` zO}Se}i(2aX{NBxI>=QZekvmd^c=(}c;Yyr_-|tO!@>Y@jGT7=eYCH}Sd}-0v^?Ysf z<&iJHORv}b+_FXE=J(Yaeq?J-xfM2K{9Y?UM$0DxdA?#;qn1y&F=*Zo92Gdm^Nh|p zsi?S(YAsCo%#EYqVwfvqHf0d5ZLZHJnzM3q@3LwY2Z+-k#`d7phm54P^*0zFModeW zqKd+zw_PRkMv;-o$jSGoEHYX)k0j{v-w=5MPc>x&$p|rnj?^A1RjbEd%(4gVJGegd zB3d9}>FY-T3xmjO_#tiM7Na1I*S)hI>%qE%t!ZkS;ln)TGP!gc#GZ+R17bBZ)0bv#zgVdX^k}0 z@r4}of^-Fy_+wft53$PYW_bo*Agw(X?tb_nZp9+U`-iBF^N;moNd~;kvS+s=m9J2hzlT*t^W;Io%Rxg&j&wM{=cZ3Q|lWtxcX3FmgKQ6kU|(XCzBl zG3prc@;d&2g82c(`>vQ*7V?F%Yo;})rhp(th_OR|g5y~$#l!Rk4es6iWZ(Xv&g~ip z+dB^@)=mykTTibGDa}x(5GTQjg)^0e@9px1a?yd%I&qHaz@ca%Ae-c3|8N_pf0O%V zT_-4+?^*?+HBaxWwtBUw-boacesevIcKMDo^iV@jT-fOF_p?44&mcC~JqDEa0ZJ3g zx+iZbDk*9=Chv`ZZ;51`yW4PdDX+Ih+Lqtv8AohN`Imb4F%64R-%W!`L!AZcKr`yM~LO>a!w z8qIXw%rW>hJ5C}m!Qbp%>?2P-OX`k-nFLAtl{WtM)~*Hpr*G0RbTH6`-{Brp>^}3z z6wIXQTrZI9jtj}uXtyhzou|Q0+x6Fc*v1{jrsOF>Y*Fg5Hy&->J!+nN??bj4@xl|A zABJx-edX9u+DBnJH-KL9!|gn;nqYhaUK|FS^e<)|50I;h3R+{9yxa;gbV&ElLg1S* zhG%E768lgpbt4)YgrT=|3o@(KL<(ZS5zrV7E*cOI=oW*i?-UvQ+ZKNy`Wv8?*xA_; zsMcanM4*!H0i_K2`}Qeqi|{oW0YE*%_e|_fTbDeg!KLpX6^w_k&j7f0iV9A^3`BgI(KuOwCvjd^E5n}!cse?3#ENgmT(}=gnvR1t3)gy zb!!zJxpZ!|Z9+!q_c4lUOa@Brvpc~vQG-vpZ)Kv%AC&F2q?82TETDyN)z|1DI#1Dx(ilw@l6Cf0X_BG8g8T zw$T}jqm^}hel-=6@KkU6aTdJ_N|HtZM3=nczx(|`Ioi5p^*i3a--+z(aZ&0N(NMfA zPLdqXdvULao=5yN?YOmO6CbE_j4kt8Nu zv&gykq2wrKZ!X`i@Eb>+3G!nk!i_lhvwXAD4Ot@&Wu7FT;vfzPM}y>ZouZ6L8#B}D{n?&-?Vg5WlcV9+ z!*UvgRy2vB`={SJPABs1c0%I2NZJ>jeBA#(_Wr}0>;Hcrz@J&!Bzu!Y$qr?YPzh-v z$!y4$?7hi~QXwIgCdwY!G&Su#l4K`j^t&Ff_v`gJzwhkQC#N#o*j1s4Rx}l?N(eMR*PPr|8{P7j< z2hLm4a=5*UTY|Ul4(lv0mvr*gIr5an<>jnZJ$bSblSR|3H`>cxTX#NSWvQA!w(U}v zqOX_X8LoO52$f@%(UW}RbKW$oZ>AUqpPf0=IQG=-@ddHS;I=`IwkHP584SA)&h>Y2 zd~8407@J4=;q0r~^vp-eLN#vtR7{UXzYOxD(S4H>ZrR-Y&|hBSRrO16)X7=??Y(2Z_~wlX_O(%aRSH&$wg)9Do45PyB=#Ps(YwSAX_MB~Q#>c`GbrHd6+Xl(&4 z18|77Ja?hP*PZbC7G};0OjHu*KI#crV^kJ1jN{D` zit_SSOV7ukHg@BGnq8CyE%>$>bOz`^|Nv1DUK^VM+9G5E`bGu)$O!}mL+ z4wpT%Gh;u)>)3F!-CE_jwfItnmZV{sp1m3S$qI($4M!;o`Y^Vyud45*RW=XNy;Vsp z?i*_4s=rTR%GP2mL9yB)BYlO%mbfH!kcr>zU8U)GnzN zsUPg&w2fvaqJE3~Y3^EErro#Q9&1!}ct4!q?_g13S*s< zCe9}%*|gKPN40ouGexXoA5HPW{#9AP>vNp5O)(r+h}pS>g;X{K&kCo-&erD^FTa^y zDC?AoU3_zBYrhL(4V8GZu7fmxbRUbC$~eBrwXMA}u5f&0-6j3pTGeW%#m?q$U)j9< zzuK7ov{X{vB&{NN^m>S6UO0bIpB@hGhxYbJQ7oZYT2Syw#_c)!dgW`3|K?j+wYUFDe>zFE2Rz zjvG)gQZ1cSRc#)P(e9_LQdN{B%<_9V&D?y$3yF^ zG>}wiWp@_uzFnj08N|xQW^H2=`shZb``AIS@o-+QRJHa?S8xjLa*XVlY(oEpnX%>R z94ZRoUmYU8Ivn09-zZH_uroQ|x`*Hc#sw@R)?gx_S#|x9QSIa7BfeyfJ_p!6z#2gQ zQoa360pKyyUbpsTUPr}_Kx2_WPS6D47FAds3Bg0sZAKCb39t#Fpg{92036MXGhP>| z55WpFxUd5MpzJk0+Kyr#U&k~-&jdpPgpBzU_Po5p$v@yeDgew0br@K}rze+Twg^HO zjle1jf2v16*sYKE2`lvmD)j|YXl)U*vw3jsQ@D_+*Vcwv<6BwrC2HH2Zt1tSlz3iS z9<4ooEUk&G;t^uXKfmU~2R~0SXo+rlzdUmu2>|??)-9pN(w2S9)Dh+V9bXss!#UKB z%Pn`jl621eX&`Rt{X(=|CP{d8c&&JgT{LB9#n}VhZD%smndp zfam${wAkd_WDnKViBz_;BkrY}lFzgHM;=(w2sn}uyQ_doWZ>kyw+ibwv90$~4o9?% zWEbufxSS@iLu#_{v8>dP;*Cq*Za-c#TlzR~ZOpeVh?gSd>GZ4GI(a?qj*Fdpb6aKR zKaU?*@UVuOu~Yz`b$+uMHy#1+ZW*aBJ?^7@z#+``gpTl$R1VP-b$u0QX*T{W?*FOg z&tQ9YN58+M%yHj=SEf5(^+>5uTod-3?QB0+|H)+cGJV)X6F!93^|nmcTAD-WZoV+O zeb%>I&aPk^Ypm6UuHLNWmaYsnyZZ-}sYsQdnX-cu4b0q=@0J~i;t+kr!*e3_-s!W5 zv!Y)mvsM{??Zu?mmDfK%hs5kBJ9h27jMCXdo!@G2umx;O@gC{g{NdA{>+Yw61g`|_ zs3>p>U~7DSMO;Xc@M_QPyv8o5lq-UPY#0vc+b7$R5O!u|wR;InS!xO14i9I(@b@44 z+PsJRu*ru#i^a>{Bl&exU+&y$8QEU7BU!(Ubg^RD>&ER*yRIEPVrhAM)?B4C>tOyd z(JL1cTs(f%#H4rc;$cb+>DWA9+!ixB~y#gmaaC*!!I^QQI>VRS%ytGd!?alZ#agD&v)cGqf zn8s#GjFm$Bx6pN@aFrrcVLL=eL}S7BbF)QP!|AJ#+^O~UgkIYdapAt<9&?L=eE|=4 ze$*1Qsy)Z~>-+8pm6nHEB`YUE$qw2i{n?xa^a7 zljGq^cCCqf_Osmph4vN;M}eDeoYy~3=@Eyz{k_vq?}n=u85emX>xPH#Wyb5|c6vPC z%5(C%(9!D~%lkY$sZC;-84k@)J7}nUt@by3%hne%VEfompnt%lIxUIvt%9P%Yj?qG zB5H+K59kna+~0j&5xXDlx*EH6^rGC*Z_2Hog74E(G<5$`E7y8tOHW`(EX)|9IlsqNAe_%GAE~P`D9@8v^ z0k(@*7QXQ-eGbdZGe?SG<+1YZmsxm{Y0@tgZjYWImD}nFZviN>PMRKIp-nM5WHCCS zD6tMq-Ai8W43Vqu4T$XF(GaO0epUQRb1;%E?>l!!Fzm*|KaF#b-19jj_SwJwSzQKm z@|x~>`ReOf;XV7P-dbq*%b8w}_&T9|;#NZX%?uYFP3r_%ryYk|G#uC57GE&lT5xKx zV5(4Oj{H2*lF;(wYPcApg2{&cu2=}yH*dBv zszH&WX}SpsDzU$9P7e>5mblo-D%=RFz0!Qar~|M4-gK-0XGJz9+D~?ST5N%sUPQvC zh24~mj;Z^_STYCpNyM$+_e*+oyQG{ha`PmVTM^~+J*F)q~nQ2#O*qH5Ew$OUsG=6mVJ73XY`aQ;<-c`=c_Y;r4 z3^R5e5vs*r8J8+?M9lGjW94{KV!2I}&r+qjX6KY_c+xL1PEoI`=1-cN<9Sjn?~f$) z9)5Fu)Qu}(!;15XDwTghDdjWu=fc*pV!2I}LDKYz>d{A@Z;f+zwo9>l-RNz9%C@^L zS||6sfb>X=xTf{-eD*VZPEjo!RTD!=g~18?#Z+Fd>aLeDI92QZ^p#yac23fTq$l|c z*(Ht0a3f=0tT01I4-c*02W6F*Hl`Ar@oyF3jt0dCX$y@>*M!M4!wRiq+Z;__XU?Du z=HoyqY$h>kvPH5aQA=Xj_W0?K7B5v#YIwFAhdFZW(!H#CZRCr^*LQBXx%f?v@)}G0hLjzPH#OZ+~JauolAnYeWHMIA)p^ zCGV#k@I^MGzDJ6dQ|hgA$+?6zKm9rq&a6c(bac#Nl;)_3r1&Qy1JgOwp~QcN?NAV7 zq;RKK5f78%_1Z}$n}Ha^HUHJuTymZFe(>B5Zxg6Lsn?UzA7{kjBgYvTWnf0tyd&d) zYWajgr^@n=^UC~Zjwj2qDKpcK#DzJDy?=ACOD6S6s%Wp`3DygPbChmF-RHG5EJ~Mk z+m;^w5nfwQKUCK4a?n@xsaI!cU(~bg9Q~Bb?a4}UeRS6;Uzo`*lL`G)?T@(Cv=^0x zO~I2w{8_HT%=Eb$X)$5ve1+1Y1qbDNtMl3fLL0`S0(+^hXEpn5OvQeGn(``x{ zhyO9Ty(vvGSbN;J(C0X%yqT<{+366MM9&<@BMRF)6p5yh9Ng4KMYt-8GzJ$@^EB!flr1#ychdUP=i&7)#sahUmrRa>FJgWHE zvoFpukJTnwFrRkr*rC`xN*xOHiBdOGof#V?Kd~V)zG0#x#Fr=)ExAr{+fv|>gp#zw z{(CCqJItwEBt{s7nQ3z;K9OiW4?bY!YCUoAW50{mT2@-?;_b!HCnIa6RfrUt!k;#p zMkt(FR*}9z+pvVUrZ(R14hnffTj*wuorHvsum?1x5cO~)wG7`I-ItsKM8BktTdmJu z4ev-i&8^cCymF7+hV($=TDxLXuGdNWF{Z8tx5-N0&Q&ai6ZE$!?IJqmE0871P)mtQR2Ov=5UtJG9w zzrXz8CHfmK`vlqPC{17HP(;07)Rf#}?HRD;B$)u|WD`^L;XPkI?TyS*EtDAJObR)& zt7cz!0_rC>7gDqZPjv3$jJ;!ge^it)E70u+ue`Q+Td;v}Xb%r5vE@)1Gm168=*^O{ z?&<4fG)>p_kDNw^_|3%i-hEH<+OBr%Uy0`B7nn&Rs^u^C1$cWc`Bc3q4s8B0_|Kin z_x4BKiqEvim|pP2;Pc{+=#DHix9amdnR?n!4hj6NxB>&VGxkfgt{G}dckT+(nSH)D z^J_WuyFg}R+$rv>_kKStq?-15E_Hv^C)z`(i4>DHGiUuWH%uFWZ;v&OU}B(47+pwnj2uP1oKur`il^n$P4XH#JI9NE(rn#p0$C zkA=0JbInt}p0FA>ep2*tsgEb+#-FeId0n^~?_C>H^34_?w>>fXaExZh?l(ncsP2$o zXy%aG{dH(|MQu53XfH?Vt?7^-S~^{(A;HT>r8i}Tyc-Ma;Ha1KQVHMHH=^WemiW_v z27${V(;z2p84)h6pK9(5!a@R1s&!xd?!TdRCr3Yi^F!OIL|rrIpiPBzr9C{2TQ8;w z?m9}A+Y}MBHYtnpa?v#w)a#si-(jt4N9I1LJ2b&LwjSSg$HY#M+g`@TT|;!s_V}I} zS0`3J@^76kBMkLpG=m{OLb-OGXyZDrCy3o{RpG6cu4SvBjo5ahz{mLL?Xbx0KC`eM zm|AOB5P6@R@$6k=SaDpz-%EW~lK99)AD8n7x24Hzho3f*AMCNsTz+}xv_`gMyT=c@aI1o{0((zNB>Qu7UMG?8 zTW4I_-n*24+{DrHIAPJO8b>v<4P#(NxBEB0Z<#D3mF9WSS2q;)54wsFHFr3h$1Yd; zTKLL8B)UD{TFy-g->6c<92tLE{=~Q3hsWYvMPl1(Tqqkxg!FdnMVgY*KW~2iHEc)w z2~ibe*RnN>Q(@ViF1c^64_$MLmutH!Gv1?F;bI}CqVV;u)#y{$XzK!{@|O{0YFOlX zdD^FG#nl58c`9MMBKKUY8xHOIq1!iX!MWo!>N15z6@u2h57jw!JMM5@YwAuFe_f+N z-S>wkmE&P{nHrT6Z_KdCsu&s}+n>m(4TXOl(w-U~y&&no!Td*ehqc#=5UX^niN3LU z5<_xQB7*d{C%j&-8)sxusx??y$$Regi9Z;L4hh^hRg3f6sW;s^?@T!_wG%fI zG?!I2(jBD#eQ(U}%KCO(V$US^`*_mmaOLcMB6m@PH(vK+Pj}+`H`UaX+H{|c|9jZc z%gnLirro9?v47m9-@d)@RgS9B@ExOE)_+)lbh`0Gg$8Fg3GZ!$^Zw`Id-mrY8O}bu zE9qvQex*ToaHo<@b9n>D7TQRcQ{+Js!pUN9N7%!)g<4rn>@Gf^zMS%ZE4YK1cJ@Q= zuB0;=>GSKU>n#ldxk|-E^>cOUX>5H}s->3**PYZU6qR%H6!QBX5^Dq|*3I>L?6xG^P{1{!Evh7Xj$eECQT=R_T|)Tt-O(Kst^e)P^wab5u?u>) zhA#WESdI%TUblDKXx&ahE`NX4f37y{U?z>zZElnDQD?=de>baDKHG|#BSB$@owmoO zIgN2<(ZeN`pQQhLL!+0|<-4Rm>}_0sM=IR;D)U{R*OUK6viOy)nIAs(Mzk*OJ3>bK z;Kfikz9{uQ%KNmMw}mAInI?`9+Mrt5BrX;iyPGD|`|DFD3$2FSyoctNnddieiPxiz{v0Vk$GWGY9a2J;1+4-nEl3L_Trz@ ziCpgdST`9-&4siz@_;j!Zf%tLql2a{^-44a8j(x&Xp z)GN$~np0L0c?B#|OvBw`NML&EeK8 zn}UW-NA+2w!?(?@lDT%DHa%uZ;+K*sV4!S}PCUg-8+p%ZPiVAM$(>4O@(iUBKu@L z*v86Z!?#IaxnbMarlKL5rX~D_fY+fRsKgoCF}3+js}W${LFUk&2~ByHh?a>6 zW3k|aPe$8E=Db@!HHMzMM~&S|=U76JjcCXs(-gLbT28 zEg5?l8~PpeS(?rv>^b79wJcmo`6jjdtfM|plkvpc)SutKk&_YL-oJ5rKr)h0-E>^6l-ep6?$(uc~=Zc@wAG|Xlfo=ctC zEO>N#RL?}+-H*+A4*wm7a@DuFTdhP7w^MeR)^dzC3!S@gOgwC;Y@)iMU;M)RF7xAB z(*Cx2oqjB4R3yRgO!evwW#^LhZvJSz|sj&s9t=JTv z@7K&6@CrB`qvS+;DZ^BPDobFO5*vN5f16}h+snBYr}xH;e?|tRJlp;=!b!?+CVz(< zc>3MnqkhgOgJR9>x&eE+rKgYK0hJD?CwXSLnh7j>DSjgj5t_h z#Y1j0;;ZUBQ`LUWGV5SWyzbED_ZExYW3#RczYdOFO+P=;+jKE(|M;ypnYxkkzt`a! zEDYP8D8&6|Gk2Rj7_}-YHlr(&DWBK1a>^{&#(T@px4=St{8Q`{`)0C^M}|fmvzx6; z_iZAvnCW(}_;b*Ds9sYZqzkQ%xMP}~>bAe?@z&oj7WkvIt)C7n{I`WYJ5Hrh>Ylt~ zmJ}Z&r;~K9`5SY>Klgj6$gga!CRv{~@C>P)M)~pCQ}q@8YGIB~Xo=${edU(*o*u#z zG3wcb6f|ubiRN;Yr;TjW$V{mgoVp!zj6YpYiI=uP#W`evLqmx*vTY>&WUvG??VT#M zAX%RHdL^64ua1dMQXA`{e4GLbZma+ItW&vfIy91=ya_cBifGyMQhxkck*67|Nwehv zFp4+iPsv;`v`lD`ZvFI-<=d_k4@RSPa|+D(NOVe5&Pr3SCO&Hk2~?0x9X>oGf9Ca1 zgJqRKG&t}lKBucQ{24?R^t(>v%K<|%h~rx%k#U(Lv9u4}(#u*C7UyW1p^# z=x}M-T{zw<^(t)Ecgxdb%VcWdS{skq9{3nYl(EyUSed-oUb36Yr)i(vS#d#DS{t^) z75YY&x%f@Zb2Fl>jU`P+>f2Mz(;_m+cFT%z-Ke<885yFrT`$n>eX9JdvYe6ZznjSz&Yhe>C zl8Dn6p^a=gM4fYZgnhYJje5TpYwBo!6FbZQEJbS~)0x_qqw0RVHZe-=+7j=Xt=$e! zga$Duwv6~Xje!DvgM)Hj;~`EjhBoU`CK~JZ46w3o2=kH z_SXvNi10!mC$eQM!n%|9kYH+fI`lE}W|0~0YA+z~!k(aik4z`j^grb!+|NG{(JJi#c$*F~&+nOmj?Ol0v z^4Tz^$S^?waud+j)PvzW4y?`Te;(hvCkg=w8z?J0c=+&^hjMGR3ls{#MWKPAH2^1k zOVd4$_6Pk9K!3Mtu9>H`wY6+2%WHo004CL}0TX@j=uvt{1$034JUrx1JTZ^J2*SWU z_NzS;mn{~iTPDB9Y~A5H)xGEOnV0+!xbmvp>+!oSXk#lr2xJy0rTd&2g+>*SJ|+3x zKyZ0xW1a(O{(o3b0GqB~#h6+HM1lm_`TCSE9MZxJD_yq zm$A>27E?5sxM(@-lGUq<3B8e#5h&AmRf;RVvy!fzT9x31~)=zR2>|XMvRE7J-L);&gMD!7onyK9z;Ha^9flV1JOeRC8)?;%Mxyh!=}i&zlPqVQwraIj>ptt)#z_yUtNQcuHUPGizEH)K1>`(P8qiD$U_YoJqut)2V(#CEm!d4tc>& zjNq3s%un6uFlPVVWI)e2lIdj5P4s9nkL3J~ily3>R3!F`fgxy`Zm zU6p+l?&(-9Fxjx|Fw7_$bBp`uFpH=XzrAJg7ouW%n^#x2qjyOip@rpZ2Ix1~bm;cQ zj;C&K#>d9C-!;AuhL#VIV#CfBNDxPy>vJ|HcdTS@0>%W9rj%bB_#qI>54s|si4sbA z1qz*LunA$Fb-EH0+nY!#{6<=pzy#5%Wwot4$#csnC{R`QF_!i)fTi*3RhHE2*Y7?4 z(B0QZ{C#cBA6gHXSgUg=4z=baB#>~UtXDtp&piT`4-9TMj4x-F6(mH!G%fi-zvAAL){D=(uyn81-{aODX!&?)$dwbM z@SJ>n5pCmOg(eIF)WSYJl}k4k3kOvXR!fMNQ9IA%o#_EZUPjCmF=5=>{K@Zo>Kr7D zG(ic$`gzyjI)};FQOVk z9zG<%=ERy>Neki^-2a?iQ*--`F(4MirsG*~>hUZP>5c_-bx z8H15iOsTZ_siS!cEetED%qR!FdHos!L$}<0azBE9Diq&?BLsvCJrh%yH7D?A8jrr> z0)j?mGZqRvb)cLN)&+7|*j{`qMrH`WJ269*o7?+)WO)1(hDYmX5YeM414u92 zr13@9$B!P-9n50^>I7;!-+%lVetH}@7#P>#_q*_l@82657#hA`@%2%DpX;i0g;>Xg z1YuTMACh5)5O9V{9=QnrB4^iHZ}F%i;OxZx&Gmm0Sk5n@I( z1C#)f9PL>rBq|VbV3>IsqAXxKFmZkcA`0ke9ej9q9b^((g3Ncy$~aFxwK(uY6QkeW zi(gM3Jz=VF(_ndRp{<$(5GOvq2G1lu?8T5K;yMg4(!X66cU_o$IMnRu;~q1iA|ossrh7HeShFa1rvx4nf*yY_fBsyK32=IhT8SSWrK6*p z1C_$n)z!&oFLe(cI`sN23rq{7WMh^)74HrB^Zu&@8||`7!;I(^#Al;TKx;T77XYU zY7_#{iGd;!oGpRm?y&URovnY;|ID+~mF(cj6JPSI2)Owg^fBbg`r%M4*`B!rgXX#z z{US)Fh^ObkEY!p9r=T4G$~#Xb5$Z3OXZkZQy%oSwzz97dk+pAT;ryjbtT=@}pUQo{ ze*h|Od4!NxOKHbkFfju1p}+t3Fa8GUF!q&CKaaF zzz4w<4MPhrOgA?KczX~u5vV_?olw7ApK=-ZKgvc;;fk4F;$#8bj&ZzByy?d;M~=ac zV4AEG(u+tRAb2!XQi+h7%Gn5E#R6*2CluxEJC;`gZ5e9TJYyfk_OcWn-QO z%tA1Cp~hkcW!C&WJPqm_b4<}X!r(IFgOCyS0r8LK(W6^yHvU`$f*%v&o1z!#gVyF+ zZe(QWK(vKm&C4^1(GVmdm;whyPEJnhKzU`Q@{kw5fIti80^rXHEb&lrhvgyDK!1N; zLgmWzIdH)r_dx`0DwS(fJ`_&;F|>yhVhWriCX3*jfCCPJ zpr7se^I~JZbA#$EF~A!4AJgdV?@xfPp0;QTfh9!L9I7u8io1oV>#oU#`gz=C%uRu= zQ0K%6cK8~Qz7Pw7ZTE**5Mg(-<}0(Xyl>K^^g!kXswTKYSIAQl_}~U6bsZ&Mg5(SD zBHJV%Ff2E4bHR6yWc^*+5x7)2u>BXvL^Rj%LQzdNb+C7Zzz@S0!S4>iVqtzW~WSK z-VYQaIZg6e6IJG^fs1C2*99|&+uHKn3nuDw9(YrPZV~ntx>hu+^H5ukfguZ7@~ky4#*z=_$qI#ubH@+E=4{3fBIGRu zQAl#z@;g;Z11vq&y0J`zJ^rhR;u(zUcz7VCM zZx{r)+wglaC{A!kjZD>U|7K_;8#p%gZDC~@(ogBXd{y{nKmoNM$Z=3F#x2 zPsSeZ?#9QCg?sh;Z1%0@2XV*{l|8&07V3a%J}iZJ-zVVQ!Ha<~pq|I2sxE-z+QA6$ zJxO|&;AVkn@s`^FMzx594$6!O0+Zg1br#vvVKo1`!hR*bOvBBYhEX^T{CISPF*jx2 z6~HxtRZ6#h970hDc8K^I;q5^#W3Di3b ziKHOx9&s}P)3x*-inu!?ugd245af``6JAi|Ya~>V?jZOBP&fPBG=!t}EAci12^`$q z+#J5RbJwo9arM7k{{!0JS}cw0c^RaRpcdos;Xom~J-b+Jj$z{=z$Fd$9`3@ExMJJC zU#dvI{TfI^D`4ws2J`@dT>M2=E7zuy^2;1f#KFN~_P+W$&51{BUdI)xf|F#fu^v32 z{<}W#Hy%^C;9y{Qepa7Y6v%<}l)4z*Xx2v=RT89 zN(srWbz&~@$%#13B@zlGFCosF@;)~-H1x&zNBGb%M2dv%1vREwz3<$*s+w8?!UBR1 zz{6n#FBygDD4>wVhbkZihB1sea4r%$T0(*~-gCmZGT4SfS)BFVxre#(V?yGg7p4-ulhA=eE`f|C7 zh`+(e6xuY!rmEJ?X*hswu-ysFK}0l#Dw65*vkV*92|oPO0%N30q>k``mA!MDS&uG# zJmyfm&q>-*_NKIgLS$7{RjT-VaL$F9N;HFAE6s-6=<_dcl?y>_mrU~P9E#1SmoxwH z4Uc^E+;>`Qmh=9xo#nwL#l@b6Su=CqA3lF3kI}g*t6|M4I_B*t_}g_Hc=UQ00T8n0+CWNOU7d2D zyjJVsJNzgoY@5@vKt+L$#T&UjA({*gub|bQ0psJxBj5>ADFd9Z56ncp84Jaq7;$wD ztRI@KD%on(l~K_THZjxd`zG= z+OwY}71OLFQCmPXs!+53`xN4b+?Ou}h`}iZ$Ic}8$0OB}fsRcrj_*Y_);S~V;8Q}v zHZ$cwrWIEHyt6ZOqBSrj1wsdz;W-kPX;faqc@CZB?1&B-rIXxc-qd?9Ha1Pe*!Jo;r2v+)sv=JxqIPggmrSKV3>*KD_aZ_Fk!$7^@8; zHbRFLRRI}97|3T3b6KB1Pff5KqrCO4im0%`ZlTz{=Qds zlFszLquOzQd5)(D60-iyKe9clX?DWdJqujim7yNQPe@ZD^>H10&87l|Xz|aRXYA(& zA5~TH;#b^s>&g#-EVO9gd`gzp|7K0c60(r{qaZPO?WAS-gj$&M3$uuLJnAO5b$0B`ApTupGgblrJr44h^e%4KU!gImLQ&v zy_kuKTTIuMZ*xlc`x~!F#2aVn-yoUOPWp(TXnl&1IiY_@qqZOM7#w^xHj zTkd&z+H7N``#Xo`MueoKT-pmu<}_3S`+oaYi~Ft5gnL)=@bH|=_&Rjr{?NAYUM}EL z+y!Ec$a6a;IsAL(EURNlSEEI=rvGohEfA5>YD-hDpERZo5Pc z6$Y8U8(kBq+u(UJ495?@yLOAVL7JEZLQ!fC;ZimZC7}@yj*KfvKG&^wrZ)FnP)J9C zOL=BMeA_m11feK56Xd7`AR)1+^4k81aNwx&|)2~@P@@pyGtD6<2TBWZCf{O5-^q+^t#I3j~>Tho?%+pV0kw*(5YNot0?SGLy^mss-J@U!C8WOLWcG zDEE&vno%DJPEr-O3t<+szi{a0(evZKrZOfxyC)>h-6+jmvAt3H+2r-z&mkIg;mjpJ zS8Fu23T)5K-SQp~IaKmE!0)|4v#?gth=}3OJ2T@IzNdBCE>9-s{dlxm6SU-X^UMv@ zS0A&gsx%hEh=mG5J#{}l`N+!c3jX|K+!D>6%dP2I94tDh>` zE^nLw37rJh4(j@{fCNKP#9m1U^HBTbbTiB62@n7ss|Jd(BXfgjgxEUhIXXJJPS3i! zJ(=WsdO@b0jkRWaatiF@p*q5-vb>4*h>rO_U8iBdx}TMHzpHl#5tf2X$ST4#tBu3r z(2_1uuR^F~eTMYt;X};8!Fg%XI&#rRT2b>^Ue#p|w^EMu<5tH+C@Pthi5^P4oftna zV@RWl^yQ9xS?1JVwbvAj_SJ!5h3vSoaWHgj;QOEhBZftprU*czAfhn0e$QGgL97R3zEs=AgkEsWNbJ z#s|9V(P!Gdrh8*h+hKUQ^3LVMz(CN^wh0_XWWDt7&+(mANI!Ds4AbBvzqF(z66!pt zW@f1RDJ=JrgK=ZmE6Tw1GAV6sZi?N=Bn4(D~;@q%nccW&SI*Ln6_4*2Yb1K=Q47TpS zi6Q6Q%1Ry>A|mS|rgFe|0A*C{9E7zK%C*36*%U&)S&*7cgoOsOv9Kv94B)fTM&`sb zOFr3SN1!?YP9q{8CbZeX;;O{U2&+j8^0*r^wp8ezFhFpESaeJi!ZjeQLR$(HWC9)i zUB@4tsI!yJMjpze;HUu+aTK2M>IR})!OuE}8W?BohqTfiS^g}9z^(bIQ-#(IR48EYnAUx<RTtHPGK_L-GnqA$Woh z=FL|uB)2$#H%a=YL7D%GEK)y;JQEsdM8!3cJ?o%DjR*ZAg~ywVQIaG)D^adO`2~6^ zDyUSGB6T${UAlA!=@)z{(F-IZ#bR?1vn7E|86O2D^d~1hEBjDcD$f`8LLHep!2y{H zN|m#|)%dOOuUK1M*OguIx?zxG9z+MU0o9U1mw}o=kEIoV@LF5f{kaS)T@Oa77-G(y z;3orDGC|l3_BM2L8qUiLLsD0&YPR09tr$Y!SWdzTVN$di!651mxFJl4dXa(?{V$8y z3k+Lhbi6^0KikaXQj6{$5=*=%5blFh6RCThmgRta!%Qy95LK(wm0Je%KuTrMDZK_e zNK{gYy60@bugn?$&9%lZ^F*N#H42a_6SV1|G9wCvO*SDIU57a*l8eC=WCO&~fxMrU zSS;*`wKON}6Oz`!Mc=u&Gi$=jwm(5(cjV;BC=gT=E991?L=*sg9104z9YQzGkE{M}gV?%juR3!rW3lSA*qLyA6E&N2t`Rmb=e>#K;zDHvRz0~QSmVY+AYwm zp#4pcAJ`@(#e{PU>L1*wy1h0SR)%s9Q4>IU5IsP0gnnS{O_C}{MvHGGxG~3d80qN+ zao~{-33Xj19sYNGW8YA=>g4ZG9c$k;a1i-?FIbGE|Mv&T`QbOxH% zy3qY2M-2Ao9|I+T-P_eiC~T&sZT2(8yT-#M!CqA&}hl5BfINe#mGXvR<<(ja`tl$~1eEDe$G(+x!N zUhcejfyVKpjg7#@=H?tU4a&Z-OaJmZV`<5VmKqKux{4rbhQKm-R+(Ui&$n)L^nV5k z9!ONsYlCsX*tMnz3uQ<5VU&4l(kL`F5SS35lgjd77&=*~88WPdh$twqqoCIM{(W;O zC7tsR7klr36NRQ%{#U9+;}W?pF|$p_AxXa?^su0S8SfSyBG+;Y+`!gXuj(La5{^b- ztxchzl$6xnOms8hr(4_FnBJ#Xx6hu_g1mL(m`%L>&a|!C2z!NqHa0G93*zLG04uA(ikWStJ$%2_%+Y;nTuL^7 zqHAu>ja~IuJJY&KO~Mm}E)<@Y}9#`8D%AC2r^sLOG!#Hf?=}}HM0aT><{|3b+nU%2|UaspI&k$4JF{J zzgQGBQIMTM<_oU~BZ$U1%v>25<&8~D+)qB`)?jtgsn5(%(ZRJKh#LP3*zHQOvnv<7d~=W z$Yt>B0#Xr|Gu)!WGXka{<6NixoYig@xrFu`hrjdnk!Kt{srAP z3Xxro%`gA1z69841f7-@rIOj{1<;OeIr+@8iRi=h_V&g&Gh%_l|9x$Enuv&qQh$C; zX0)tL=h%Z$;sv={ucNSVtnWX|^*_6&iU+);2aXVMt`k&=0EFzzWRyGmmeVZ=7!`0L ziHM5o{uFmc1rv>1V87thkdb`)^a*_~)}IVDu0v!C*!$Xk)sIxHM)?gyl+{Y$+ zQ=;r8U^fWcP+uVef~2J2iO=`9iHl!o^!th`bV-Qs55QxO7zP+ug zEJC#Rs@8w^U`b-Vdvo^35eh(LBm&@rt{w>ptQP40aP&%{dw!BmhRsW+i0 zmQ!B7cXSTrX&bDQH_%GjmLAZRAbMiJCm@XU1`+g-s}hN52#c&0zj#3uK#@rajrRje z3fMplT1$~C&S)Z_sijwSk~CXA6TpOXL+j^{EWgZkNUL-8Jihwpog+-TYyiv?ir<_k z>{roK2U&X)=z!F1&I=rX%7JCj`eK3ooy$|*5lD9?As(RBInZwB>7;DNbvs&A87@BO zz_)IxBm$y}oK>`7kFBEDv;~p0ZgZZQn)-)Q2*iO1NQba75eM_MfYKwV2!W~Msptpi zHPLH9)J(MUh=dNYnyEyY@1ldgcOdYnA3uK%d$~3yg`|;Kkgy(b{gO!T<-D{JWT%6IbOaUY5EN_CK9N56o)-xP5D+=I?w~~#p$B0-nLyB*45I4-q-ZFa+5jO;2=swc zJAtS^E{{nCaXETHY-s!PA^M2vIo%!2pgC z6`^XsrD0^Q1dx504*4dgfAPRI>Jfd z7=T#e!QN1!e1MdmqHU%9luI^RSOCv7;N>86MGe#@tO)Ku;zu3-_ozxY<9}p4e;kAM zQ8tb=I^J410_fN>tj(vrq^DT~sKN%q$k8`a+OT(K9mIz~T_mH8YeJa3LTNz>7kDhiVJqc|ebzIN_T@s3^L-yNgzE z!Iu%SWR5bSg^1oUx~kj3rky=F0%RePtpW{}fS6V$>lq3kq*=TZA(+bLGN2MHEiGGX zkeJua0#-y=+PMt%l~+df{BK}LQ3BqW8rWa}kO#0i>dEa?!7u+jdPz$&gcnAp)k5?z zP`Z#u3)R94%5OMvgyteqp7K`_5)yhm{~Rb`R7W7gFqe|GMgdqS2_+X~?=&Q(%Re~@ z>hxc{P96XKb--buA23YC~Xs%$JhE~S2nD*YUv*IlN z-pvH|!GezMNb!jtIdMIJg%DO(S1(&fG874@6B@0B_^nAJIQ0a&kP40GPCyR$eMXbF zJo9@3Tpa-mf@f(#rHAX&Z@?=Y`>VKi7~SUmTn@MHPXzmiWjg}9jG**D=ausH{F^1z z=m;3)xR)W7#nFS9r3fJKM3+$UbdHi_Y)a4Nz3#Q1Si>kA=ZFid5~f-QZ#=S)h zUSwGMlqd=rp1UpnvXj%(jEqj_j(Z8;`bp$PqJ?m81T21Q-<4DC-QBdB%t??kFgZ4H zg19qEu7jk0-^tzopegrx?!;z_iiMrv=KIqD+3Kd z+Ym<}GC{!m`6ti7m%owB!jI-&LSL=>u?z?Y@@Tb!GfJ z&|=ENfwnXqTi-dCl5^hDt8yD@KC)C@(y@*c-!k1-=>~ubnB{YD|B=ljOdzf)stqm= z`0zYKt18`-!pZu$f;e=rSI>B&quTa%_c|j;R3c*2OFaxyQBVbwb{=PqYeF|&2B~p0 zb_vy85ad%K5G7pdM<4@p9+NWJ;o z(ZL~+<5|ibD2cis>Qag-EyqMtvH_1m1<CbMkHHCsBE$_%2sA5k?a-Od&?#}D=UO( zAlWNB88_K`@4YwQ^Lo9H&++>ce#h}Tj$V!XcHP%~J)h6>e5^CuK17NE5w!j8?w-^3 z3>ubS-!&t&Gw>jOP@au<3n4P$m6bQ(q={;!3<_2>XO0i>NkLhK4HpcE5wZ#z@!}}L zWniA=R2|mi-|!{DGevYm5LBL9o6L-ivz4OjgN$The%`rsUPts$l+adl!hJ(t4FxE$ zq(u(P|Dp_ozIr=5IQVyp>cT;bHU;vzp&EDRE$in*SJYp;Fa(KkSs$#NO4tATALpiO z*Ih(13z4xiP{=eusRrjdAt+K|Br9-rP=GrsEbh3~4Apu*1gsK3Y-oId@qw-c`XKl% zt@~P06oXphV@oJV5V{C19R@pwA!DVFcjlqw2lWi?k5?7%#6e#TY(-R?QT;9q3(71j za~|7hEvwyU2iju_c-f=P%L{8jY5!N6flY`306^pb^sDJd@OQ}G2jmi=dH{9<&>SMJ zVVvtNz`Ky?$_UywZovsm4-DCmhWhGan(hJ}kT5{5FOMQG1+7rld_cBo)_IAFooz`X zMIsREc-UG%&&0No{xq=$c?u#?K0iIg3DbgNyxtNr9Lgjix%>QNfA(ML>1G`rjL#4R zcCFNM_}%}s<4BzdjtPjxL_T0+eBC_`jzB;)VE~5L{#RXk_zdEw!>D&C=lQ>Jz>X4v z{5u?4jYqk?Fh{$7+GebKQjC~5oU`pI$WH!A3A_sqmRJW--tX>{&p=wGPYt|>WNv?u zZ8Jc72%*7(uLQse0W!c=5FP;Ip#lsl0-o9ehX_{!%4EQx(Yg52%b*j5!vbyqG+cxI{VF_`&{k1F0RRm-^di9FATT^Mi{Wrg zLwNu?<^X?is)&Is6?(-7Ge3n9a9fTE;7t4j2~5eFXn<_}>-BuVj4|+!h0Dkmm~P4Bi`o z{Q;r{K7deU>yeFD5zrh^IRae)`T=;J!CV0K7=k#19+ugXeG)zy(0Ycj;Sew0)&Bk* zXg(kf0!TM+gh)ZTisT=|%iz$q8U74h79qGUESnq)3=IsRK)nLi7bxEWtBxAX0-Yh8 zWyo!;8b@e>KYxBhsw)yA3)cmW*4Vy%lW)fSR}S4;e6&PyZ?XH9Bt4&*Z?qUH;xaH$ zzPQ{|zPy5lbjRiU9&k?J!lTdvQI=?Ehy~+cZ}0zy6d{-!KyH~@2%aJJ{|BUdcD=W6 zB1qA_Yqq2LAjAp}0f!ZNA~yK@YL2OXtq=3`DAIo<{Y)~BMyc!PMELO`d+>`^f9Np# z->EHXtHdPxYg`Lu`Q%6{Kk0)RSCY!LG{aTH<(Qc)37=maf#qb zUo-t3)o|C|pImqBmu}Tmn#^7)3q=r7=4-}p27*VM?6CHF7e1{HSqZvnN;!*g5h>fj z6}=tDEYzfd?}q*cI zE6jyIGv)X6SOg3%$|`;2D7U_S`%`VR|J;?E4j(o5t_#{^kH3FhMa7eMQ=d7adgz=AAm<+giVoLrz9Rz+59gUiUkW%YZkJd(l3F8?_KkJ_- z{+eu*`?U{B_cI19{ZO|aNmSnmco`BL9v!f5@oPxGNLV#7^=i7f&sQ1~hr{8i{gVuh z)=z@1KINLOf4G^$XmY%8s%tYcx)k4fshxaqjRZ}8~{CGA(Nm_*Gl zKXV_&s$Iz~y2hbK=#ZT;X@6pYlKjyxne-7ivj3fL<(u*jnP8?HUwC#tv9m>LR$CNS z(4u|ny6cb9r@F^syn^nJ_Q8C(J5K!(6U7O~n)AatHnIKypGh2JJ7EXo;@k0Uja}~R zp2e>#@U<;SFlYtlv_u`Ud2bJ{G#)q}9@bBI-P~^OrN8kMSvA@gjAtAyMsL{RUwrBg zP?F!nPt>=l!YFu)hNfp>?lU=m1+9sR2`)~^VDtyePz!g2%I6+#B4qrf*v#52o^}sMeb%5;&-DS7ieN)9>g#2ZX;jJp~G`@*JZbF+Rw0))NlMWpIpYiiV>BNA*-Qt%fFx| zgEywc#ZsQ4>y=q+QrP;|spNfnN(bAcgB^3?#r0ChL&MRY_QDa#pd9L`2L|(J4Tbu% z2|xB``i{vuQsV=zg^LynNkl&MIKX?(&PtHv?pZM$OcK{w@4YEHPIR_uY=4cbicj>L z4zeT9w%Kh{Yn9ev7I<=5YOi)3M(uxRiE`M?{r7(;`QFnw8IoR-z{ogZ$ur-8;@zku5p|!8MziL;e6m-|T(jLt%-<4q$(_bvV|)6-joVs_ z%V!2o%_T5SvhHE|9-61ZB z2pC^}Z2Xpma`dEdeQ7=;O?O`fWi20p9(W|UCaOai)E;(o7f-?sA%BCd1fn%D@}6Ne ziV`yL-@X1Uj#8}ZdVG5v*Ihi5L9Wc;c|F!fyA}NDoy=1VWf-h>`r((fA@t$(#+f6c7HQtOiDy=r@R2`o)>pGtwSr4a|tYk+T zf{2q-(Dl9q9hu;I(Xrh^p`*=&-TzT65RQep&E#b5%Dll&c&YJ~O`Ib6AVtY^z8ps=Zd2gYo4xNe^oN z&95?whJ^8B53!!fAK4_D(&k^Ks7+1#{Mhatp7*dSZrNbaWzs3Gr*`Y|inwkryB(dOi`0G-F>-PK_!twOzHydSq*$1IDJ1%h-M*c-XesS1 zsx`-mc?wQ=v(*h*MM(j&jt(p?zFUH-w}K>1lhItF)05EF*)O;r!}51voC(WitYs1* zUC!+alp?-1JDkPkWxErPS@iuoF7m~zS*V^gOiDT_V!d&+BL0P?rh2$wEh8%1MtDh3 z6j%_Spl-bII8GGn*5y{6{@Y6Yvf--%Vjg!sob7vK=?uSMB%S54%V=Yl=-j-(^(rHA zjl8^hBWL`y|6q^WEcZj^LfPfjvgWH6y~bwO+WkgH4?M3HbcU`yK;2$W!|{u}uU7m? zq3zK+)unHQpLVpMC&z8P)U@3DNxpZL&jshW*FW$COZjY%;gXAsli@eneW!K%PMc%T zg7!-?P6uuM!%x-C9?d;3rz>gbynVx1D#i=rJI7b2-i$iuWv*pp{98b8Wly&#$8o9u zHddI?i56v|5+v%xUZhESBQR**cnS81hSlB1H}=vZ&pEDLDl#+5U+YYe%#bF|!Cfu+ ztH-%kf|@ic%E}rHWvaQygio0KIuWBn;a%wl`W1|6dk#{@jy8@?niHFi)w+Fmph2bh ztQb61Phx5$`+5W3XTYn3%}|lMaJua=X~y@!Y{oyAUg9 zpO#j>Q#1_^^WMCD;1A>KeRokxIE&YD!~*3Q9uMSijty8ylN=CDO0OvqzM`cYqou>9 zk=$kV&`s8M=dFA%xvTW=`bTZC!NI&Zyz;SHDyv*!CG@Z3qBFKDf>?U^o)@K&kw}~4p4Rqpw$rQiU%!_rF9niX zSAzx@gB0$CX!;&M50N>Zx9gkbIn%>8bP1`C>Q-z8~J23vM)%>Fi9Zsqu^ z94m+Pu^`_QN|$fvW%HDc(p99}xU=3nqX!S}pEcETrU#80RBsSj7p-B}-kMw}2t_Zz zxo&+)3l(XgJ8gA_gt>z!epBqwF%&JrszGpP=G9`N<3Ibp&hnSwsE;FP|FY}W`o`sT z0TlhWZ@;hn&|}1M%rj?_(=>Y#x~6&<&c~MmTlA8ZL5&^7zPBqDLo_+EJ;E|83b`BA zk~hV3@aclHjw)d_*sqRC8&tXO{2Uiwxe^iksX$y(E^E7 zZU40(A$7NEC}^Gmue~*VAJj-k8~GI77Lto>O@A8OS10j{G_Qo;!+xH8jiv_kk3vP! z{t9#K^o$m!pOR5-%cR35A5w>pfAYL+g$ke4<1n|IOyT50RL3L6a^Lp zI72?8o|3J&Vsw;~qiF5fPrmT%svgy(OJtUBD?A!(eIz1(cTUpY&GP~+;st+@|G&~S z^c3Mqc)+J6R0W<9yDGiJ{(OV`<4EU_YbF85;R`wkPfUWfhvPP}sF|)9`8$c?o@QV6 zCe-%7nBy1h4T>+l8(+qCKQp=0LU{hu<-p)nXSWd@?xQC!KBror*A&SW5nU_}Q)Qfy zLl2^D@;p1UY=W{1=Z=7HH%uo8lb&FjTC-42oMVa%6oe+Y;hfs;Hx61K+#R!}Xdggl zAg+wqlo>42Av()A{B2R(@RmD#bl)KM9~xSXY2@vx^PPuFj$ZG{@ft4!E=G3YP-nOd zxx6Ov$OpB2^>i|vj4{iGnnzR~z?CuGXutDx{wXLT)d!p;vYzR6Zv-~Z(-aK~^1cis z4K3P@Q7cWth;pNs{BbyCer@pr47QbSu_x?TQRCHiu z{mJKtofqt*~5_ovz{_mWNH{K4aF z_1m11gh}cc$&Hw~qd^@;?9WIf#mi&%?vWZXH>~g1PwzBL?=kSp1iC-rH;(%FMaJpP(n-s`Yz*n)kgXGpt&=mAKcD3u ze2J#gr> z{75Du!*qkb*5;mw-#Ju`@P|+tN|5CSqLzJf>j-U^hr8!)2EBSpoQ~#sOns%A)@7al z$nv=yDYsmTE8Wi*q5)~jFuy8+ao^WEfZEi$4lhaT+W9XbqV|Tm-ir4y!=<^KEG|gB z$mzi85nC*MZ8?UWqf0oIvo0qZ`p7$;CMiwYw(-dzAINunjcX9wD_NSyv-|0ODlYw0 z5X#E0I2Tha==wkMJAgMJ)egOyX9;!Qpx9OTIQbnSUw-EJ>)fB(Z5Zy282Ze&^u)y9 zGM3dKitGIKRWVKsFFL6kxat%Y-E#@=1?h(RN6{Z&eUu^a>d<@Su5qw@@R?{ziwx6M z0iMwhnW~Z&bYg-kes_~_T|6k<#X^>nGiqvRz_)^!@d_;lITVuluY>qi{}e{6Av`N6 zx1B%hz;vbNz2#oeZ1d)vqf#FRy(~5vpO6`cY|CR5ViN}K!#3DOkz5*;JedvGN;ODR z0Ny|N=%}j9g{jAAp2sO`A(Zu51a2R#I>z+@G6-;qNMPFnVgdzK$IvCc8Qhx|ktpHPG8hQK32K*Ap}tFnhPMN)&i`>we?T|K=7dS4dfGJD6* z(#qKl8==6-U#aZwej`yZj2$^hm?wo_^E?D@>=)K2*QpkskUS;w50)IUBp~e4+3-tG6D7ma=Lc^yY*ubt3d{azxq8G;nj>NMZgXe<+K44=7E?n zDW*V1>Vb3`#A8Lyo3BBm)v&rhlb4%@$oN169vMz000#1#h|BY0!TJIl7=^&`3559TdRr;euudm`89JfMf}v@8GboMiONa^v6VnF!UIFIUpot zdsU7|^N>#kFg!Sy;bx|J?8rmT#j9Em3Q!v$qyso|{2)5vafZro_+b6{8r{n+fJ|jZ zW>wMTa4PA2s>R;$;)SB)SvH>SvQT$ir<6gnNH7zL`20-i4gX;K7))A$%7}GrDF*Tl zR~rmU8It;*e(c^`EZw@^=xM&3lO(opnzD^0#U06R*DJ*CRAco-GLSJNiKRa1dBHnZu>UMMtHKGf$IrYH(6r@_A8owJ^Bh7pLL8Tg?S z1`2T`HwlKx(vKFruEB%IJrI!KTwa>@WJ-gLz8RzjIR9}33#fELJu{arn*u`*50Nyt zmAhz?kGp{f%g8{7M;OU~*rEhhtKmHbFGPWbB6e{>TLz~(^+@y|F#GW6;?Q{zfgT9r0!5H)2zWz8Vh?0E+zK;G zOQ~0{s0Rvk35yc1S#|%xculC~Z1rwCELK0x*OPz>o03EC(=6f z&5>X;VNEjw)XFKBWo=*W{!PuQLegy4>1Mp(jSok*~gTv=Pdi6Ac3FWT&(yjsrA?L=kSFhfKLA&~3!~$`nEECfV^z`_` zNK$IpSwL9|3l{iU`uZo?&+1{C0Z8q@M?l|txVMKWBSG5$Ojfs9Lv9v+`h9lx>-?kL zzv6&KUz@C>1JZu_!-p-^hrk10BeUkrIzaJD0mI4`pK(VG1b**C z^FWq{!NqsQO>mE(Op=WZLWlz1Gs7TuBwz%{Uhq$U5w|%!I6%}8Xkc-X2u--ID|s(2 zaIA59H%~o3Dgy=EC{UgteuAK&dJuD=qq)_Ht);+P0NIEBdRu3wG{{9ECBO$U?dVi~ zNXJrbf!sijgvb-WV3fJ+cygU@7VlnFwB`>VDO${eaZ3Cv0FCW?U$EN^c-;!&-K_fl zHl0himc?C(4&PPtMwZk-S=ytW>THspdzF431XL^h7uXRS-KhRQo4AZClPBzUw8ykJ z?k^}x*|%DbVQk+@cqq}J{w9<15cS6?>*>hj|$zWeT+Z!YU>yiHk@da?k${aA61@LQPEMC6XDlz z+udDIY;Wkhd$;~hJvNP1AD_c)?@Fm&_8vRVo2{{rFN4Fvt1X9Y0;W?^Qn+t%W>%$x z*aeiIV5Vg3GLCCALUN)&uoVHSF%b7$OB8l|^M`r_`0eS6#WYEf#lSJiv$7A=e`RH* z%CjAf0#yS82Kem)m`P`B8wZOu*??R|3v@FAlRTkcJ<-q25)`C);J}v-11y^n3lA`( za31~E<9ftK#z;?(4&NI@{oq+Ff>tr(xpxW1V|)AEFQ|1;0-*VT_$ULOJ_ruOvpPLV zF#z@Bz`%eW;f71csG@>`KaApqtfpORe90_ z_;3(&_`%>ZP{T6@8qgCxn$5Yy3)GL+eBYFGNbkB4qt|RuHyUu!9=9Y|O=DF|EOFas z;k$RBh#37hiCuxm9zA?bx8fV2J^{q7ZWOEHISx=?!P!4o(|tDHyqk<{an`+tydQq! zH=HOwXIq=^#&x5((D4E`iw=-m{if_Li}houejU5!I^Ab)1ivK^AV{sbapnwl{_~Fe zS8<<#2!ujj%ZROKW(-=m(_iRlDlbPv@{Zg7$PGlusx6TPH!}cMDaTvrLZ(QIgW_x0 zpuYE+q#&X>_I~c;!xG2x{wG)q$|xDz2=wHG=YXT>cW<;r!wxfz(@^&T=w{Hxq5b~+ z#p|ha7xLponNWKb(w&qZ-SdBUdpw5VCioW(lYTeIS4m_GZJ* zj}OoS-z~yk>;pnsApO6=a8>vL!*N zu1-PXHR|gh|6Ar`j+OU52a$2xFyazGB*0*E#m~=IO5|GefZH0GB^$Z3n|?{1&@L@6 z-}d?OItZ6tA%|soZOsVOq1B+NgGgY|Ot;{_yrpXiRaDh@7r0?z4H-cpVEAsvcbtyM z(gOPtH)T@Ed`QYaX`7rBrP(JUyYV(NFT@Rwj`V*i1RlIdGnqcT81=v7_`^K(UCl2% zck}+f)lkk47do3HmZ%o%{GO(7L6^bRCjmmMnWl8TURk{egOp`fur@*)}iq}+~4m*F=)rexRy^Of>%+$ zRT9&ywi0O!%{Wr**KWwEbw`r&+U~KS&28;9Nbm_TjG+kO ztW{u^6r}E2zD~m)_XJ#bpgIu}XlpZiMtIUN&1F*j^3wAj#O{PO#}r@u;hMGgv-@*U z7zhcvN{fl!%6<^BmCSBBw7pcSC@VtC68B`jPncF{q2e@6;a(gASy;Gh;RiXU7Md7Z zf}kQzHi(xJpAKP3OLTH)iIrmlp-8V=dEAq16^)x38vCf>X&b#G25b(4XUh&BL8LQv zczTzOt>b#=gYa|j(_2g!!+BUGy2sek?Sl%nbuJ$oFIVe`4^3qsca?9Bl6rLoh2U}P zXfZcl)ScVM)a#?IY#ftKWS1#aDhiX$cZ++cH`(x`THc@1*Zy>Irm~U;uDyC*HY%FaYUc2J*+#JIKANL&s^LJ{u;navV-$_Xyj=yX(LQL> za5Yi6?BLG5!$MB$*|7|NEBayPnTZML*?EaEjTUn#xY zPhZk$1k~ex|dMQPL~R zoV6W$ORN{uh~6Jok;KkASe8!5+Z(?V&ww^1NR2OJF|C#kI~N>{v}63m>$=c!CDPc ztb)O(4AFWnE}D}Qv)dr0TG|vpjp~8qNe5wwCOYBjjjs3v&R_WF1-MYyFR2?6*RU)*o$xqv8 z>Xt#p=x95V zh6(#czg3rU!jo)B%rU&^s(H=1?BF(5w~IP0Y1QKb1=v@hwyEJ@JfBrNgfv0AH}Od47bG7<*sfw$1SFKsqmd>k%pQCsnI@kQm9iE zffP0PCZw`dJvq34L;nDIiQsx#6^H@>9W;7T;BE8l%FSf`rd<}H!up}u6Fg0?3lhMc zbB_H3Hc(K>{_E*^4ASJNnmla?%JF@4+w>GdUT3ylAX+?XVgP~~Ak4*KL_0-hs zO23d}$m;a1H(;cR%rySjbbhX8&D8XuB}G?o-BFR?R(_iTb5gf^qIe{H!~7H|f(K8S zTTRwd6lO#QZ%MqWi^*Fy&8G2W=SjwgssY57aMNWqG~kA)YTOKKZUD*Zo}+9aNT~-_ z1mZw=`Da2dd`~?B->_tKU1&5C|8Xj}VcJrw?>Jy=Ey&C3aSxH1FxA(ePRyu%{`G;WySy9o4-Ll2*oKCN z6#b>p%#^{B+%I3`=(NOpN=%K$pW3cd*yjBZ1=Nj{%*6VW><>{8Q<~~z^$0GEfXmHi z%mVetm3(u=kUyDoX(Y>>61GFwKR_`L5BQ#Qil<6qNNXYodn|qI2Ljsd=6IpV&%s*4 zip+867kLY)O|yb9rTjQ0)1xX=F{acm*fh@C8ozQS=Lpa(%A!2qi6^eV(=Gnx)Ud+} zr)6*bY>mU7Njj_5>zAm1t~Yx}HfGOrU96q?chAGGebuZpU`7M6DWZDztAAu@I9tB2 z+gvgWxuR3?+Ez(C)&Y==YsMFmBtVUiJzVE4UN*+#Y7lkb7y>cidome2E=y&p{8K=oT!l}r}>i9#wvT&@v_tUbA(~f+M^Tp`tj{r_138E0=V)SqB$;|H8 z;^J6ypRPr=C=BM_Q$G?AQJ7JB<@|?;aJy_LWM8D&%Yu%%=3-PA?up)}{E0_~{6H7;U)R-H!;{T$`yc5-(h|YT$uD2}^rqFctsMpp z*DlU|7_~f|^S>zk{`+lKep765HPooEN5&}S4p%u_D;bd6u7jjo;QkAxg3oRF8eaj% zxS|Jbju38y%zLJB3gvroGh_AYjFMa|qsq*&JwXLZhnkG7$x2i?RqIl%RMz8pBe~`y z<(uaD>l_Qz5r?&$bJR+|Ix7n5PB(_B$|2!095+yQQ(Hp=d^&<2M_ZrQiPJfuLdeRs zCSUKe3bNwo3LC!EULJf`7&$r-%MmvrcQTEIM~UaY1hF1wpJaPqN{HOaT1{fGimDvuAgY zm)6&jL_e_2>;U_f!HNejm!);}hr<@~+!aC7+-4MmL+gSDVVST8xGbhR!?_GUt>#5# zUS5c@c;`g-3w8CaY);R+xo;6i0VEzV(nhMic+m>j8geWmCUC1V5`1hBhEJD{TD1!W zA@Nv{5Nr0a1#X`bJZJFB0BRc2PNcv`jC4C>VF8+KGJKTTrKQisg8)%C0Y4#Ncu3N7 zM*cnUcEN|7!{-)vTp>lEax=bXnwo!7ohRBdB!iIHD-}|#pvL+abtf96(*HSgX(N&N zpH34)xFJZYJA}In1dhL-0QAA}+6)O%4RFeH z_NSMXcVzak!eLoHzLAnP-E&W1qSIy) ziAaj8i(0h-`+$TzHfycsJ^qQ#?jk?4JW}6*EIx6^g@?9EGeYdCIft`v9V|T`Un+eV z`(>q-#r7lq=?x;xv0^JRad%_F47n6Dk+$7U>df-rZ5@9xUO8Qhc8NLIpjSFfVJFe! zp)7Z9e3#PnYOpv%?|sJ9@UMmEVbLB5*Tat2TKNR2>8a&abQUOzJzsdE#r8Z>z33~^ zl5L8;TY2hNPECflyGHV3aQN1z^55JG#i7k=M}De*Tke)+n^V^K(PIZPn3>H9eN+EX z&YeP$mY|R=)Xyu$Mcry%rlPjcHe8ou?r?xbP934gO_9ge)@Uy7K1&jEXK6Q;y$UXj z)n>HtW$VB!HFX5n6k)7_F)N3S%B!g4FS5OSZrGAXn5v{$f5XNMf99lbP%xwljjHK$ zQ*FDg^`4yWV`VmxzXshnGTu4@$+8sBCm5dQ8}76 ztFv%x55qD0a)^@zoE`~Pg62l#V8{?m{4o6}6z&#)wm=GPRZX5pKu*stc#LgN*UO;V zJl^Y79xk)iRZ^TC)b-Z6q=vzMX@lI5=n=b~mw`1Pg5ZFQts z#KohrBo0O~xDvTadhGWa*Scz~6|jRs4jiZR^JIl0M`owHVm}+Ij`1!iX}YlxZ^cGP z7u`&V9Iwr~{blft%VS!L3e7jLTQEMf?K+if&GN4rk;gyg0?OyjYAcif z6SxeAbY=IiORaT_iw zph;jn%?@LE_W2)$)hqSpl{+P9@V{RB1L#(|qCo+?sMlBFfOb6y_w-nA4_|cb@a!Bv zyC^34Kw9atM;IUea$;oJ@N|Q}66c+W7wWnT>dI({(MKIc8V|cAz5rLJT36GJ*zI0X z$?9#@YZ-D3RG%!S2xYh_)ziu^Wwb_cTnuHekrfjsG)mNQ`Zrt7WsH)=ZkBQjl1>LW z6T)V6cW;P-KqjO`?X3R$?%wU(EP>y!mp07)ea#k=#}};`6Hxr5+_RrrU4uTZYb#9P z0A5)ce#}hw^#iKp{-!R>;o~%@Krma~m|tDy1il&I_?m22$M{mAxx{pjYXlm3`?Dik zs6>$R!(}1K6vlHUDlm(3ef;yMvoMntV80t7{n z2x&He^#8@P>){>Ejuo%mPG4~(q|uk<<_5t&1?MU(KiHq%o1^5&roe{^(ZyGO1IvdD zMKa@CImNKMAqp8Vs;aj9%PBeLkS{0NYXc5B;9rmd9c82YY0J@v!hC#9-Q7_WlBse` zc7c4r`2ZD|o&Gh6*Yw}yq_T!a+{8l9q7BpSAK$)##mS%UVk-!M zjOX;La%|6Dh&QcuwTjwL{EAGHZxTA`t-BMez;!t49e*7|Rz48J!P+~u7B$gYb;SH; z^CG^MZD>HDwKU;ss&H5J=GmRD{3M}M(fyVJilI~Pfd&HwC4n{-pCLU?-VJyB!*9na zNBea|8-gLX{rG4nVxEx^WxBsp5+d8CnT5NrQ}%hEN7}0QVc6`% znUasyk$f$?;@2ked66&vjA21!CzqUNxbFUBJ!;8g(YRydj5qy7jFb(zyZjvu-CDZC z_aP|v*3w(c!`u8wpSEw9cHdz|P&WO{`>sw&$X~@n#Z%sD&54${FW8JQjq|+%Pe{Dd zwD`|km(ew|Khn>YJaC$Aj_XKn&Bl~=&Hmi}qw{pwu{>6pAeEVt?xFY}Bff6I-1i#c z4~Ezb-FJRCzm80`o~(Iw>FNDcpul@bK`}3Ag@^DCmeTVF1BGuFZB5kY49h;sXY*Dc z==0tuQ&)Xy=T)PF6S;3Q+i=f`R-|*vMr!j8Ep^0JOHe01mLXpkdzSmunn?RO`*?NP z*SHu77T$Y!Q1(A zI+xgOo?w}ojg@~1l`ejwLK>hTGrLci?CL4YyWbyhqWC`lo`~&b_{qg+RnSrAC=Tmx zr6zv?M%H8F{TSi=_O64a|8*P)Ymh7q$ z5f60ERUr#qX-_pYfapXbqae+Y5Scp&Ms1)FTEeOJZ+ldNjj|kack{k~Pqj&nE`{>p z8OTUbi?d)7MgkI`tVi-u$GfI&Ag8Hd(DFGcmSQiAVu7Cp!3&6U)T9`u=zYfd&bSDg z1As{?pzvw=(15XbGQ{ZS?p`q+NR{J(%Fl;dswKtV48ko0sUa~Z8qD|*8j(AO3IOIrO~Rair_fZ~vaTSdpwN?rTGK+Jm5+vBpj z-18FMXO|`7*wPsX8`gG9>9xw6vf6iRjCs*&=&TtxsQ&!0r}YSOHf%dIa9V^mwl~G6 zd^a^=`TU4xXMwFj!;#;@)59z(mh+sdXF}=8bF149_YNs@vU`7>ozbCb?$w=_rO+=g zYpN5PjPow2UY2ZTq#auwuDK-lTA#*df`dWfOzjy_m#Q>(H#>` zYWoOGmI$sskqgX(p2h6_<8-C_dHwS$g-h6L#{CYK?$H^H?kq=2q-sSMgshgDw#~4( zXJUd@nX`Q3!oF76s@|ljY1}(*lroh6M#hNc>h$KX$Sn4C1CKD%gzZz576p04Qsd_r z{OW*e`;>``b&ans6niRDVQc7j{u|jHaYj8N^1l7IGyDPd=2lPNNbaH3D4Psf*F9rZ zPuw=6Kth>2ymmt!B87RrJOyE?ILeDxnm*=iw?vp&z4>C$ENI^-dxI(U;fMY=+&|5p z-*u04!kF3@+;Zz8IDf7YkiGj?$fY_+PcULs$g4nEF)0Y%q&}lq-hSoYj{U&hzs@Qe zF}VeX{1h!Ba*5h6{MQ*t{3N4Od|ddXRlj`wW7_^U?0E2&n4zw{K>OliJl2T)=UAhA zjWff>aJk`Cba3gg9Lp^_UwIub%-yPA)d3Q$Wd0Z*D=TG#f|)2Hi*?FLGmm3;%1JIB zqCL#b?*d*7_G&eCbtzq4I)RBqPr*`ve!cdx=!zgBiF>p&i8lzyMxlf({{Pbg_(EE! z$_s&G)_2jgI+3lCK+Z$+ETf^32HCi<_@G{Jd%L)dD5gNHAp%MvIK%-_m6UHAjuylA z^M!e$2>}0tmI@i_1C4_UYZIu3WSL_r1T?XR3iUA&BYoc2uZ)!8J23k*4(QtLJ~d@k zXqX^q0NNJu{Cqo@)3O6GDT#nUzI&-Ao5~Lnj9FZuEUxmN|*Ok0n zkaz*L0WuGORH({C87r%*TmfnT(=&`)-9ZAA6nl}V3g`%!N%58+pE*DVO%mvY(g17$ zMg(+cy_l~wG+qMi55hbqfMy}843et;K$6$dcBHq0zCJxb8-Qf!{WApgWV?eGHHUBd zf;0fRD&$fDEQXzDU#Jo6(F5+N=3BAZpAwS@FX;2k{Pk8%| zdUCBR_me)BpS$>9*Y76>IOg8_FLxGANdg=#-9wPq$($aG{(+;NI3UcrVa~?(_ehR-P77md^68*Y{3ca7?njJ+0tZlbJ8y?)>w_W0tcqDIB?5seirI zd;2mY`x&bYV`}saJgjhApQ>IB2XK79S+vYP4?oTq& zMD|=%>2`1BUW&44Do9KGs@b#dsJ^s~IGgiUC{I6_6n$EsNfo^Bs9fGPZ?YfHWzp^| zFWs0`OR~M@oS8}HzPvd5kXt9=`=yq~&HQ$e*)GSMy^DlW0LrO{;|-~6O#kS&KVH6H zHC&q;KCYPRvHK&NTt?K)#rnm4*^!gu0iCDJ)L!meE`xEOT;~>vRE%(-O z{@5Ou`E$mx%5M=OgL9G(n_to0pjPLVWyAg7^D%I4@9hK12$cumx;zk90P!|To$JQ!@kJ2b20|=?Aj!!^z^#Dk0qxwWgrUreW9z1NQ$^VSIpUcrZm5`S#w2eGtY@rer~Boo4i#dcQm{Q; zEk7kJq@UAdf8|%T+ikHuq&g%ddLs^$cWwBaQahw(6>}m-jae>C! zW9xnc=fF#$=cjhdl}0uBW(Mf&O$M86WrS}G1hFYI{p*h?e$(=~aqL{t-S)ZStFJmw zbIIR`eLCz@&UWZ${^+$g8M2qs^4iJiS9@E6w^GkP4Z(XXUYZZfFG(`b$NR>2ud;ZZ z&zjS0+VPA~&vBAJoZr#fJ*MsUq`~u_tuD%%@35w1U-x56(-CG?jTe}#hgKLVFdsZ! zWffwPR~Lz9pj2L9@}*=?ZL=vaiF|0))}^2P;zb9JyV5^Vq7=UEUUfGd$#NR9ZzLVL zsd7AV3v$|Y_sNu~<>&+lI=|&Nq!42d(=L;pAHq{jx-gvdB4Kov2)`9MzNS^)mnw-1 zaC|c`F}Bj1?5F!w(%b4IE&L*tJwWMN`B z&P>0lQrX@1wn?SiUgog=^$!`7IdI&t0|ms~bH>M`E~3pqvngnY%NQzgiA=bY(`ZtK zx5&HKtRIZcg)OF?Zoh#cJ@zgewYhF@9jIifT%mBI`czU92hr1z`3%YQQwzz~%tTiq z{_ehHPP0buY0q;H9C1vTN6Prm^COn`**W)Wzt=n!^-1ex=$lfN%l*xHw%&htpY;$e zA2l7)`<;rlycB&(my;}DA?Al8-j6wREz?}eO}J(6LaFt48etJB>Ee|SSpiC^w-;6i z+fBo_XwKf7Ss!?@-^Atat4^f-#ks!)V&1|?-%B4j)xxiov{?NP8-YQu!E4t z5E?8`v0e4GY>iK>O`e!;r>D-Ij~KX`I&kV9PCIR9JXWeZrdkj=@%}{q-b`-e-Baln z4(~2 z7#}n|Pc+Rf|1Gb!I@dUv6Z0{Xd00wp$o__3exXsR6f|uc-i_P* z`AmBu!~OQ3usYOt+$6c2<^6!G(l?l%nFD45XvX3{V_tpeZ1?#QvQSJx4C&hJhSH zCM&wY`+ODf2w*y4-a`3^BFP|k?0v$gkBQ^oF;K@jl7DlGxLBQx3Y}ZH)5bJognUh0 zc{W_8N#8%eGrm0bR;}Imu}zq1j=y#;n0rgmyPgNybe7meL5gwpUkc3HlgA>P-UgU8 z4mFp;8p#`y-0wSkV&s{Tvo|!pfI{u!ubK1GV*B%FzBQj?;?pl{Xqi@9mo}LfRvBZJ zh&O~oHn%poTSFX5Na!e~+CSs|dO%_(DqJJL7306z!J0Dkh%j~ZwNZ;_r17FcWb9|< zb|W*-4c)ui_NV2;Rn5)Ov@lMmX_d>_3Yj(-o7c}(5)t-IHa!!OpZLHV} zy`a|HKdb-s!oWN;o{)3-s2NV=VN9FZ*_pFxaRXMP?MJOsP4C9{@@1*-d#&h+B1oQo z&KZANU6-8WyrGhJQJ74bSlMJS{La5GPw>7< z*QQBa-FDS48+}=Q#NgKGUyhGQ_Wch`2M1=s{{JE;BZ%yxBUsbh+k<27F196!m4aC+YvI>`kM&T;H%^ zNk~GH3}q-JB6CQlP$WfCNs_s!h>R67PYKC9L=i$}MPw#Zl6fX1Gex32$G!LNzt;QV zUF&)F>chrwxbEw^&iOo#L$K7k;^u)QkS6XCOuQf4#^x7CMRDEn7dx+RsnhyRvA~YO zKVMNj`KA)Cb3}(@GCIMqZ-b2>$cytB68nEsgbbw@ZzVo`(MK zNTrK@6^#@dXXQ*+C~jMgbZ#hC#{aQb52YR@_gVcV-}ai3G3mv*JlU13Cw=SO0W`Z) z&B+8pXY|x+jh-j&pl0OnpDQCbXOI|B;)|N0Y|}c372_rC#){%omJqOBGjpj;7ozGrUJncXjix-<;a#Tb)k~{(iM9w?3h>?n?ISkf+O=^f%^t zX)QnSsQPegktquMZL4XvknZd8Zn!mE<7p)Nen#q3{qWBFyZ6u?oiTmdoH68n>;U3I zk=#2YZ_JwxtU2CY)BH2k;b=6zq-e+c^YB1dOGRXLpLAeU&VH|l!t|*O)vGjOr;oSg z_|~aRF;ia?X3mZZeEuoYS~T8l;`o`kFPxETOFa}#T{n4HzU8*AjIKNqP+nYcI~VhH ze(W=+ey-Tcu~kydKVyaQC-)lSkQDXk1Y&t4J{})VoTe-?zj~oyWyxZL&Ar;M-0;PC zW>)L3-UIdNSD%~J(b(r3Ej>+)vPtPNp|?h@{hWPEl97{fzII4K_@6*+F53a-^b=1q zRz*&G+qW%OoJlQS>D@_QJ$cb%Jmt>;6>tAbm*eVY`n@cL)<1}nY3#W+YvkfpFaCSc zzqM3jn!9_CM5Oi|b&gm+6`wT>rDeZgx_vQ~}dO63^@l6C}CU7uP!r~CCw`RVPu@0H?^DLDm|HZo_( z9+@pAKOfDur031`9AWKDMD|E_gKLZbEsonAr1zsAdNwSu51gJ_I+HV0yy1J+jP=CE zkBw*Mt1LIl76W5`uSG4pCO$r5)*4~tJT9JyF1^yq;)A8b9oue{WxNc)`3_at$PEt- zZk(WE6sV24a8jC))AnsxNEoYCXVZ&SGdYe=ovI6d`H;w*(sxo>u2@9tpPsC*gZZ%! zy>@-Szql4-q-|MrIo?9X)|S2AmA#IXWRqMj`|6;ZW!9_2my+pbhIbrKdTstm zbI%W7n`lz_Se3hb<%o+{dI6jBC2^H#_oA#IxBEvAUV5|Xgk#`?K4V__+TNC__|rw{ zu|-+&Z=Kng3(2#KoT!QMpE8$xR?Zxha1tJ?nVozg%A_4OLVAGpc8u~BaJNEkH z+&1Kfta}80t?gaSdj8Qj*<|7q<9K)NA^YwohTW2?CL-o6zos6?@|QTN3T)5K?O zAxWbx?ViZXP;~RvjaMcn$Hh(Cz8sHsAC@$aimS4e0SAk$OT?#cd`T8zh>Dbt^d*gEL#x>{9ox$g#T-t8XcqvYm zd!bR^BQcGuQbF5Y)usQd)o^5SL{u?b&6hfzi}mrHlzu3G$X%{v;?;fYm)1LbLYV2S z_U0|y!clwm-M&mWGgD=duZg_l9j_;5A>GDC`)ftIW52XmJRfiNwtjL(_{G^a%2-*2 zKkM9~%O$nHigW5et85t_so;&0(BKm#G$~>8Mz(3ZefHn~E9!-FaWMY#Yeh=yD^mK0t-o#HLgm1_EK(G?-2e*Atyku7p1=fzI9B^TdmnUvMob1Nw&DM(%S;nlxy zx)6Wk?7@sfrsEH#)zbY^-u35^j+8b(Se}z<{P=!eSzPPC^?MY>$PCCZ4(7Rz_$40f zj1}Y1;L+OC_Gj z&7-_r3?hv8`Bs|LP6EP%XY1eXX^ET|dU|-!gTF;;cF}sXq00tc@71*kB^m2()}P9B zR36M<7ff6<6VftC-8JbQw*B|McGH50OE$G?i~cf3PXm2>NdIuKmk5^6uhyw%W=wAE z{CgB(+#_3M9ex{;{uzoek=kU<7dettD96nfYQU86`y$1G%Nn9xQ_;4^QhL4muY(O? z_+VqDftcPiMymgIDnd=>sX^`K_{Zv8Hu^1Fee7=zp0MJzRc2jQPI$>zJ*Ln1O>KeU zZI+$Q-@S<0FSZA62fm{!{-z(ncml6@?vJDc^Sb z|5nSH`DAmvm~hDD9?FlcJ=L!dTdC59s6D6j+{b04`YBQ@EzMAfIlHH^Yp(=@a->zS zl8h=B1NV+Ik2TDMUQ(&#ZuM^Ssy2=MUi55OXwsHEyw*3351phH<-GM5L$sv>)A%mF zV%&3!f~T$PO=(o}j(IchKnt@Fqv}yrIP?b$SgEO+Z9dsitSg9ZZ`9c-QG9oV{03cM zm5;~%=ONegsF|9`U)k}~q-@{f`Ti^&!xxv}g7)@Co-sb0`)XS?|z4sXvZm*^M>E1Q1Q)04(iF))v zCKZjhPc6NXzi;Sf-^$ zzig(=ga=MGI5Epi$n0u2xyfe7vQ~Nh(rs5a=*W}!Hf8@6Ir5AXJ-M5#578%O*$jnD zYonn^`j_vCQ4$29mNfk2?rMCYoUteA{cD7yP8+!ot9#A1-FNCZoZIfvZrZfG$fKoH zDU4Cm){_CV=k7l_A8sI|t~X_GF4Q}k!J<8F$EuR+rmnj`_#~ZwO$*uVaVG7}G=*0N zH8dIaWKPfRcYD)nTxBReHT81$V`b?`^-nf$gKVXf%H*Q^{Sse3KX-87Gu}yUma7{d z8Jz!K32WhB(rdoThD^>!fBjf!+uhJP*Xcg|(6A+9;DW2V%KlKbAjkU&wc*>ncJUq( zd>=MZcPUQe1!QJNVAVkfaY44c@q^WKR{O{ZdV`OO`u?@_N{X5!GFxVa%Y|Ia%@c|${JRZF zIp`mS_;A<0I#OXMKDt~~6Ps>n(`EH0w-zf6ot@CCD-b`b{`UP8^G@pH5_E@oo8#~O z`FnUirwkLE>BNU58*DT| zvFtKeIyCFwXr+GMGG``T;bwXCyt|);pJVwquFCiS)50v9Tqy5yT`azseUiGaIWX4p z)|`Wi*QLvrjM{e>Z)Rwumo`Uy(Vi$b5Sf&_n#PGnwOB_NooJI!(>;GLerA9bM?lm` zy{O@edgFrdc5^X}?D31KOIz%6f%U3t;TRiu_?}@YJad+Z8_I8w+nMy{V ze6s$C4C|1oR@=7b6KcCpiPlW{Ur3widY zP2?$)+PY`X$mKe2>j*Szsv6WjnHxsa^XT3z$HLv-$NnEH;u8bMIg{%1f0 z{rFpaqvo2Totmy&y`BEmQo6~-Zg$$X@NPVsXs7n>6EA-~Wy=>>cAJtUx7wr0&T;cd zjAh5}9lL@u(`CA*;)R$ap4LAuQBrOGyDs&{a}nOU+QaX-j^;|;yx9DC`E*r?t^N0% zaw&(jc#?L|C{a?6b;wFYo-S(s%&w8rW*h&Fn}KqwzCi5s{ylyl@27>^N(UzLI-H^s zbWSt(Kh`@H>vLd%mS$>3HKlE07e};!>9Mb8xX;za}koi>45PbHDEnky-5G?~cv<^?kWO-5=pTntb!j}(ktPig%(zaUd5eU83wcDVJ zUH<%ekx6Qk^VPpLyH4`*E4{x$Yc11xsbI>e zPEmd5x@`Vf!{npbc4bYgqUk5?PYmpP1XZ0=3`JNErVG~GDEu~4|6KHCn&P62yUzLZ z2UB?~&V8*B(vrCG<@d8|*-^wV(kQww8EX$@qI~V`!Mkr;i_- zsoiuKln=9t2V-=PFRUgZ?WM}Du^87MmdDJt-1XCKOlk>C@k|#uJDL=HH z%l(}!>2Xey#cfMMOeu0?|D`-6iqnfkUaH*PErzXrjys=r#|m+R?0?E&sv8AUzIv;C*|!VK#}xS0Yw2e{v2j0IdfDB&e!6|Vm6 z1vtphUp!swuadM!+LjXSJD90!w&-<`X$IpmNNn)&ddZ9$uZoMK!O?)JsnnM*C9`gx ziIY*qBn-&U!Gi(U2B@D_fa!`Dd-*+}5nde&$2?^j-zIC!cw$6g46VpbTYa3JomWxt zOoitSJRG9}=h46;UrI=!We{r>kIL=_9Q z-Z0mTJ{DE^_J!P46OF95ONdED42Btzj$p+53C0+Khf*{V=Zpq$bWnq^`LN?r48Okz zGQuXXl1a}E$x|+@&ZGDH4rrr^{%iC$fR5!?4!WYit?kx1HReXamXMI(irI!wlX<1h zAm=*6K}XPj^;uPJM_(2OSF+L#zTIHHzc=&cO9Kpp@6Io?m2UDsTzZlxl#_{i5v*tW zex`_(n3NIb3TmN#jp4B;PoF-zWH4bEnt^k%*jgvkjnY?B zeRBZ@-=(FcG38>6>6BknSF0v>;l`o$-j(QQ(bl%jkKQbAZJqsKZz;n~%nvi{-rd&L z2JWVMZu4hwi)>Wo4^=6@MU(rb!drXUg3KC4$_8mcN>^@jn;7UM_|hJwrFG3L`}cr} zt@!KQoEe0t^QL@>SqmHbJ}zY&R&Qxpk?q6|b%Ub9m8{B85nUxo+1Wc%+I-6m>Mlu$ ziIK@ac<`sF_t7EtIj8T+HaG@cc#O5I_K{U#v@d*GT4n^D?}Bdf1{E!OP}|kPICTH# zsEls9jS;HOH}se`-zC-jgM%e7$EcQum=gkZa{2ZneeWR}n&(xU4-1z0K8#PzJh;DM zZ0`HFH=jGNCAB&zv!zjSR{c=JnaEC{IVboeI07ED9wUR{$7!Pl25LK~)}~eUD!Sd! zC;$@k68*Wnm2iy|%z<*T1&uB^fLFM!M{p0#=*pUKr22-7^8}a*BR4ke=|ilxZhGhu zt*7kv@WONXU3ogs+nv&NZl+)9)t#9wIC`{q_D|cp#%7JO;@sS$xiglBdonY79-Z%N zFW{i!qhg?AAS0{b2G89sPB)LoYpcJ@W0v-FxsheR{o&XowDXRjW3!FygjCDKYTwYr z#1SKzf^JI!BCFNh11-W0J@3HahF+h(()+A{n8LqJn>K-5PFYRu1Ffl4N>;dCY|Jg; zn61BLj~+EOHYNk%{5<+~>YE0PMHDi0Dh-6*_x7@4tTVTu)>6Uta)i*JEK8d_QIZ{_w$HU54rGNcAh$&M=1A~Oi+af@p!=UWe zGEw}a7(CfP5dvq$zF>3x9G5eD&-FWY#5`-81d|lg%G{*tpYKk`R8&+*)V-#Q76WuM zbnvNPfBcgAQJ8DftlR-&6o8_jC2Dl%L)Qfy7pGAqfd`v}Ins zI#}D`?k^v4+ecBIqwfGZNFYW^Iy#I5Z9Iu2=A+Ot8F`-o+7OM06ZQb4=8aARZ{JGm z725?yT9L?O^;bp&qkMh05)?()*a`rd-OfD?fHHu505&RLwX|~BiXd;q089P2t~o(_ zGHwIvYcT6cogaD_oqN9Ttt3CJhNA)Y$-7|_1Z z1{^2$ z78}8_fSGG;Z?D!nj1R&d0UTxw1Fv;FJ za21Sk>~wqg242v2+ydN#m#L|4&rZDNV{h*^lE$C6g_!069Jdu3kU;mE zesBQ{@*qe7(p!Lde8ZTC^+#}}{OoRdU~2P@;9tUU0^AOx(CwI%nkup$C8uGR4FHqn z=g!Vv84JRZ0aKBlUHk^@9wz-4rgK|Hz{6!{)B>nQF!=eR5e2+0z+dbiX94czJo*MD z^|(Z%n|Kc%R4_4l5vYg8W@8f*P62_Yo7E0HmwItg+YYTjiDCBuhSz8hiX$))!pWdm zqWOh3FM^I8ma63%dvifQGjv(eoiQo^6I_#sjvPD#N5~Ay3*ORbWkIh zWyUUl)42=zTVuzg22DQrHwqllq&25 z@dF_bB`xg!}+SCAuvtLq@34k;N*H68%1pgGU3yCTYIBe+{8NGh~bigPX zXq@CR6p9^lKqF~i4xN{W#}KYrZElM!!A^@=5DJW;6gjU5VnqLOaIhPQOr?(v;LhVI zzzSFau$zYuA4ZT#H9twrD*Z(T`v@~VKR^E-e-RA^$`no5+0c3q;&14ai;Ih++`6^A zt1IHP-7xxP6XDm$%E}T9qd`Hmzt+}(01*K4A@8#(iK*q=eqYK@wu&U5ot%7}Dm5CqLfs zRe`A;{iw5`6Uu~jaU=emMxrMbtAzh1OgfE-k;S8%zVE-t~{2WRZ1G&R0D4n z{lw2Yr&@b@{6LSSqHnIO%*#M54;fh4X-!Sd0B>LZF-H)Bm98(I!pOY>2OS4K6ygq^ zQDO=Sa2^R~c?k?u@7i!6@L^*iUYH~#cQ1c2xEIv8yRY8c6sti2uoVoTZz2JMB-)C{ zjSt33Cx2>*(n(jgvB_>7)SCG`0R+#!Jiy(y`_4r4!h$uiSs2Y$v9vs7XlN)T zEbIoTJH%%RK*k~{V{Z;z2l}f50-1aF@59KEBRYe*#z6yGRQkR*&ajh{O4x0lBtbwJ ze4_DCCD}F;8sS%>@%))r%V^G=IYVIeNqh)sHCF=6BK+1Xw;D1o7lH%xaY)F+*rWE% zMYn;)M!$3C!mu~Hp}9FF1i>!i70=P5te~pPMyD|Z3&IXjBN3lp&@trkT|Rn!R!sc$qN2DYjqAGyBaYBVKw+G zBeq@wjTbIl!OhCqM{U%Qr*C?ujaXPM)rEf#$52|0#rut zbIbAb^Sf*FDPO$E1cqtzwn2D{fT+vK{?wwRrbY$wU@HKJ+1lG1A$Ic#2*~R;18fEK zGttnmc>H)aCUA?FAd&?7FSHlPH+@c56uo+N=pN=~!If7HK!@p98c9h>um%ple{}9( zWwo%M1?U(=m1r^UD!d&ZxF-INE))cA*uJ*eix3$w*7Z90fbAB8@O!XxKqotvWDX*E z1AM*Y{a<3xLXX43#yS$Ko1%{pOqd`=Em{1)FEL8MJ(vFZW%0SAW1p<-z_VHo?=p;Auj9IpA7?fj+0H=Hw{KY%78bxaYn2*^p#Ye(lQ6IY@0@QM2Nrypn3xy^vv%VO%+XH-))Dqo-<1O< z=RzpT0mtSI$DcKb-{6jnG!U*KF`8Oh6(#JTqQou?&CLZB4nA0Odt%8&M@druR)Ist z5Yrkc%wtfgHS-p4P;IWYv#n=qt0qb2B@I1pA)$}g8gIiY>%6+S$>7tcA)mUslf~7W z+~nW$mIH3dv=`|NS{Nlfp``7ZIB7QoX)j;BB7^UR2@EsQXGYl<>zbRrQc@0J0Z2dS zmGo=`RT~l<(3r_^8HShOp`YaqwT+36(d9R$Mo4kkF(v^6c0UIP2~TK!P5WIwkc-Q! zsrel*tez{|U}I1wMz-yAI&hGLIm+rxdiO4NHSQ_9*{pXnKzDO(elPv_VZt+xG=M}e zP>PV50K~M>g^EM?OoBoV78?K`mU?<-1obKmI-ou!J_rfDDO$kH_fZ)^n0#VrWC1(; z_Qgqc&qQ8gqpA(Bfx6i4_g*HZub)lU6tvEt-vV4^z-tyyPbw%Vfas1ySrZ7)np=Rl9*QlgWeko;oh65!4fMCK$h zD=W6iA9|2_xqZL_q|-De8LwVZV^_MnyJ-f!X?2-(Qnd-lSol=H?6m;%YUO6EiCpN- zNqJH6bQw*rtsWE2pZj{8xKDFF^BU&L_) zA|0?X!kW}J+!0j@>l9D^RuVn8Z?A4aO!cw0Z9?ZpJFc%v;o9G@u$VFI>hmmZIX8y8 zoqV(T+nATP_kJ0fJv!;_CSxc0!kQhLBcT@GW_f4;7X$E}7hfB=1r{$>nhJ^t?J}#M z!|R2mrN4B{%>&HX$A>aSU(42|!B~Wc$B_r4MTmkWl3sawc(^9=sysUA zcW3I#A_wXz3A_Y#AdLwJ?kEVQ&!%dt%X#2cO{Pge0|mC|348m(Q}>lP==$7?)OS(_ z(II*VqOhKzy+)|u39u7mIY|IRzL2R`4(}44OYq~z@44wn!zj6Zuo*DuUp>ird$|`Ui=nj>2b(ApQFy|Xsx6yEgC*1lf*vbB8EP}fFAMuNW?1!!rLjGHRgXCf1JR{@Z7MkwjK-l^)=&UBsh zSXt-13tmSj;?hfwR)+P=mzI{odBB-5v9rgAGc|d0(k}Jee_xGxbN6VE#>$F%e&6+} z1IK6@8TG$BdesV2Re1Og4h}MT+0nOFfOY|uJYp4}s>-lI*l- zE8NJevOg?%Buv2Il5hh3tQ=TuZEd4E0ZZ!YO$IYmwj0Pc6JSm?_sybh;dqN|jRPVu z;a;rlxL1fCi2Bb#|7>@7m4ucw!WN?FMUx zPqFS|ZM(1R{idZ1rlN<%o!^fu@bg<+TZ;igfB;lr$t}|u};uQpSU}MxW@0}$Fr6_d0XKu z15LEZaft`M-6KdvcqqlCLyY%e=RcZ@5vlJPz2b(3hKbXh<4db>Iw1~xVK;OvB;GBy znCA9>xcH6IP2LrGbtpuWfmc6hcfvvB(bU$}jk+v626qV0s~(aE&ld^xgn|M_aKXY2 zDan$B6(;qrbkj(2*Ga#7<8Jbmn^*3dFjA6%ke7*x={-PyC;Cd?$X~7etaT=c6bMI% zZ%=Ay)L;r};z!B*FF%KPy?$zzhpidnx!P|49C}=P+#<7V&8RADijAG!>>GVC{ee?K z;}Y&dmln-|K!uxq1NLm=h|{G`IWu z!^0Pl@eZi?raoI+TZ{V%YF)GNE8Wa_yT%n{Pc>6++qM}b$Xcnk=_Q}sO-qdpq=6s? z;qWRqkUxIBvLwz~qR%l7oV=j%3EeS>u*l#wT2pnb*+p=h~A2gzN$Xd z&8Pv4Lz6^O>(}{+H8(*sZ9TndE7GHPML>O?jg&3PdpP*B7N3M=WCD;B3jc!w)D`Ii z{aFYrZTPb8lzn`mjo?d9M^~FKtg_1x7Ky9t&XGr5I{=GF!ZWvI%PbPz^b_S06qY=` zf47bHxQkk%xOIiWB-n;zcyXP*a;LNRc3KpMV-0l# zz?u6GKQ$lpO)8 zb?r$G#(W8MzjyE6{RHl@F90)zE*)#XA&ze+vXANmu>`3yJdN-kUOGxWzLs1#_CJ6A zl*h*+6@=7-C+-s=tJK z{P_bRtLf@uBF>eJjEv*hvAxJ7w6?Y)v2y~>TXWnoe*}sge0)^Mqaa7BA<&CK&ww0V zEv<(Lg<2+~a&mJy!_=N>^AWrl#OY8{Q+uc+DG+ii$DheT?@O>z=#@C^K(-Ii@d{d6 z^vKymvk?hups1BBH6OiId&$()6bYGaNG$w>PfYL!D4jR~-D6;DOVm4Xo0aVBmP_;+ zpeL=TIs}LWYkK=W_8TkJ=F_}- zl?XdxV)hh^xPRY3A#47}4@--l}lG$t!`)b5Uy1@u4si;(db^s|%L~f`p zZ1Jx)WZb!xtfKFqGzevm^U5v22^-5jCUpL}5+@rgf?g#*I`DzKzNlOe^%_4LN3rXwi% z+LSH>B6$yyRw=r-DuTR+<*RI%PTVgPEdmr9M;EM+Bt-!vDJ{)!HR%$(;!{74CnYA% z1Fh>#pUMT|dZHF@wJ@R#=}d%U3iEUE%^mJht<{9?BJ2H_&G+;7N51UF{+)>OVMk3v znvq9EQ54(X+AJQ78w7-`t{jtw60VomvM&<6@DJVHHFb2nl2t(%#cTtlfM;D;xHg@+V5L1_V0uU_i9ETF29AAk;K$4%B7~^ z`B8#*4fA#9PIa#!0RoJ@`F{JsXK&s_TAzarRDahCO!DT{bsH1VtDvHG0`-hgjzF)5 zv3(Fsxb8D=Q*bvaX!gjXpv=d|cNQ6u(ahPoxfb>B6Yj`n1M`d(raT~j5V`=GF5cQr zm4j}mE_i=kL&I?*XZI7r_Bb~7Sk^+j7~GSe^=BSDEGdzprlCm$56AoGF_vAgH{rzG z6`%c#KixM$4ZT-5;Is_|0fhZUcc&P01)xd*n0O~*4?i*m1W*9XlhxRVT@Fr8hGQSX zhO8v<&*4Y=1?Ee|HWQCdGr5+Pm0fuw4y0!^A8Za6yrPII7K%ubH~-D*6XmHjP6W7X zD|59_@=$_x4!o;Be-cG^Bs)O$o@=oJzILPw-5^OwIT)ep9-uf4XOvhSQDR9?H!^nR z0X+El{So9F5lJH7sQBz`*YwoHgf}$rvH6eOq{G&(%Eze7j*$+Z@Id*r-uR)nH^peF zYEtJE%4agij!lTwBVzzB*ZrTms-fBiBy!F&n21g$@lrv39%5`5R?^ApG=k1SVhADI z!;@T5;%zyIP1If(evm(1=9Qf-41g#EdI*d~)l&7dD7-7PCxaq?ZH=(qF3J*!?V+)t zZ0pQ8OY|CXFi;K8&B={E@4u0s2*m^)4h4%kEUkFujJB=x-kRFl9dvXCNne_HM4`w~ zqn2T7F&!}$VuEbLzrFIvSvysmiJ5tmvL<2CPz_G&v&h#Cc=X8d-n~6UbmFT-6GjtS zk8qY+Fx(=ggfz3?%)goxng&_k+qZ8cs*{xI{62V|FAR|k&6T3bi)J8saCId)bn!I_ ztZLpu%}VIEmj~QOefE889Gh^Ool@ zU~K&Q=dOfKx;7u`LC|i}(`RzK17N^W?n$0~lRLk&=dP2bWx&BrOmyJGyDY;=$Hu6{ ziNR_>4ahtAz*AlaN(LFgdr|w{s570!pFG(2SD8ei&`s&#Xzbv?gw#K6F>{c(zP`R_ zhtvJfxVLaYV)IobfwWCG&Q4UO@Nq&xybM%@p@Tcdchk}aIojCAAI2#xE-eur&Fj}f za0&>k2Tw&kV7d*xFR!B^>6Afx|Mz88H}X+wk(oA?>5%kKzaR0jJ8;*S#QHht9+0SYn*R4El-=n6d$@mJGMw$fTlN2W`>Komk2{8j Ttd?0M_)k??Ln%|y;NkxPYVtnD diff --git a/static/bc_threshold.svg b/static/bc_threshold.svg index b88ee0c14..54ead2f8c 100644 --- a/static/bc_threshold.svg +++ b/static/bc_threshold.svg @@ -7,7 +7,7 @@ viewBox="0 0 163.24341 71.231767" version="1.1" id="svg1" - inkscape:version="1.3.2 (091e20ef0f, 2023-11-25, custom)" + inkscape:version="1.4 (e7c3feb100, 2024-10-09)" sodipodi:docname="bc_threshold.svg" inkscape:export-filename="bc_threshold.png" inkscape:export-xdpi="150" @@ -26,15 +26,15 @@ inkscape:pagecheckerboard="0" inkscape:deskcolor="#d1d1d1" inkscape:document-units="mm" - inkscape:zoom="2.3634905" - inkscape:cx="321.9814" - inkscape:cy="162.47156" + inkscape:zoom="1.6400287" + inkscape:cx="262.19053" + inkscape:cy="127.43679" inkscape:window-width="1920" - inkscape:window-height="1030" + inkscape:window-height="1020" inkscape:window-x="0" inkscape:window-y="0" inkscape:window-maximized="1" - inkscape:current-layer="layer1" + inkscape:current-layer="g10" inkscape:export-bgcolor="#ffffffff" /> @@ -58,29 +58,11 @@ - - - + style="fill:none;stroke:context-stroke;stroke-width:1;stroke-linecap:butt" + d="M 3,-3 0,0 3,3" + transform="rotate(180,0.125,0)" + sodipodi:nodetypes="ccc" + id="path7" /> + transform="scale(0.45)" + style="fill:context-fill;fill-rule:evenodd;stroke:context-stroke;stroke-width:2" + d="M 5,0 C 5,2.76 2.76,5 0,5 -2.76,5 -5,2.76 -5,0 c 0,-2.76 2.3,-5 5,-5 2.76,0 5,2.24 5,5 z" + sodipodi:nodetypes="sssss" + id="path20-2" /> + transform="scale(0.45)" + style="fill:context-fill;fill-rule:evenodd;stroke:context-stroke;stroke-width:2" + d="M 5,0 C 5,2.76 2.76,5 0,5 -2.76,5 -5,2.76 -5,0 c 0,-2.76 2.3,-5 5,-5 2.76,0 5,2.24 5,5 z" + sodipodi:nodetypes="sssss" + id="path20-2-1" /> + transform="scale(0.45)" + style="fill:context-fill;fill-rule:evenodd;stroke:context-stroke;stroke-width:2" + d="M 5,0 C 5,2.76 2.76,5 0,5 -2.76,5 -5,2.76 -5,0 c 0,-2.76 2.3,-5 5,-5 2.76,0 5,2.24 5,5 z" + sodipodi:nodetypes="sssss" + id="path20-2-8" /> + transform="scale(0.45)" + style="fill:context-fill;fill-rule:evenodd;stroke:context-stroke;stroke-width:2" + d="M 5,0 C 5,2.76 2.76,5 0,5 -2.76,5 -5,2.76 -5,0 c 0,-2.76 2.3,-5 5,-5 2.76,0 5,2.24 5,5 z" + sodipodi:nodetypes="sssss" + id="path20-2-1-7" /> + id="path7-4" /> + id="path20-2-88" /> + id="path20-2-1-77" /> + id="path20-2-8-4" /> + id="path20-2-1-7-0" /> + id="path20-2-86" /> - - - - - - - - - + id="path20-2-86-2" /> - - - + id="path21-9" /> - - - - distance between alignments (with same barcode on same contig) - - - - - distance between alignments (with same barcode on same contig) - - if distance < threshold: same origin molecule - - - + + + + if distance ≥ threshold: different origin molecules + y="146.09668" + id="text1-7-3-6-6-0">distance ≥ threshold: + + + different origin molecules + + y="134.14362" /> - + y="132.63962" /> - - - contig - alignment 1 - BX: A11C22B33D44 - alignment 2 - BX: A11C22B33D44 + y="162.22021">contig - + id="g15" + transform="translate(12.351414,13.272632)"> + + + + + + threshold + - - - - contig - alignment 1 - BX: A11C22B33D44 - alignment 2 - BX: A11C22B33D44 - - - - + id="g18"> + + + + + distance(same barcode, contig) + distance threshold + x="16.73126" + y="172.67671">A + + + alignment 1 + + + + + read 1 + read 2 + + + + + + read 1 + read 2 + + + alignment 2 + - + id="g17" + transform="translate(0,13.229169)"> distance threshold + x="16.73126" + y="191.91548">B + + + + + distance(same barcode, contig) + + + alignment 1 + + + + + read 1 + read 2 + + + + + read 1 + read 2 + + + alignment 2 + + + + + + distance < threshold: + same origin molecule + + + + + + + + threshold + diff --git a/utilities.md b/utilities.md index 8a1c9539f..094444117 100644 --- a/utilities.md +++ b/utilities.md @@ -36,6 +36,15 @@ Metrics include (per molecule): - molecule coverage (%) based on aligned bases - molecule coverage (%) based on total inferred insert length +### bx_to_end.py +```bash +bx_to_end.py input.[fq|bam] > output.[fq.gz|bam] +``` +Parses the records of a FASTQ or BAM file and moves the `BX:Z` tag, if present, to +the end of the record, which makes the data play nice with LRez/LEVIATHAN. During +alignment, Harpy will automatically move the `BX:Z` tag to the end of the alignment +record, so that will **not** require manual intervention. + ### check_bam.py ```bash check_bam.py input.bam > output.txt