From 7858612d60ae6a0e347f949586bcd12b3b667082 Mon Sep 17 00:00:00 2001 From: Matthew Gaughan Date: Sat, 1 Mar 2025 17:08:16 -0800 Subject: [PATCH] updating some of the text analysis --- .ipynb_checkpoints/BERT-hw-checkpoint.ipynb | 72 +++++++++++++++ .sh_history | 3 + .../case1/0301-ve-testing-commit-plot.png | Bin 0 -> 47028 bytes .../case1/030125_ve-testing-share-ba.png | Bin 0 -> 96994 bytes .../030125_ve_testing_commits_ba_plot.png | Bin 0 -> 95190 bytes commit_analysis/matched_rdd_models.R | 22 ++--- commit_analysis/testing-share-plotting.R | 82 ++++++++++++++++++ mgaughan-rstudio-server_24451895.out | 18 ---- text_analysis/case1/030125_rfc_dfm.rds | Bin 0 -> 117152 bytes text_analysis/case1/030125_ve_rfc_stm.rds | Bin 0 -> 116033 bytes text_analysis/case1/case1_stm.R | 69 +++++++++++++++ text_analysis/{ => case1}/ve_dependency.ipynb | 0 text_analysis/phab_topic_trends.R | 78 +++++++++++++++++ 13 files changed, 316 insertions(+), 28 deletions(-) create mode 100644 .ipynb_checkpoints/BERT-hw-checkpoint.ipynb create mode 100644 commit_analysis/case1/0301-ve-testing-commit-plot.png create mode 100644 commit_analysis/case1/030125_ve-testing-share-ba.png create mode 100644 commit_analysis/case1/030125_ve_testing_commits_ba_plot.png create mode 100644 commit_analysis/testing-share-plotting.R delete mode 100644 mgaughan-rstudio-server_24451895.out create mode 100644 text_analysis/case1/030125_rfc_dfm.rds create mode 100644 text_analysis/case1/030125_ve_rfc_stm.rds create mode 100644 text_analysis/case1/case1_stm.R rename text_analysis/{ => case1}/ve_dependency.ipynb (100%) create mode 100644 text_analysis/phab_topic_trends.R diff --git a/.ipynb_checkpoints/BERT-hw-checkpoint.ipynb b/.ipynb_checkpoints/BERT-hw-checkpoint.ipynb new file mode 100644 index 0000000..9409b57 --- /dev/null +++ b/.ipynb_checkpoints/BERT-hw-checkpoint.ipynb @@ -0,0 +1,72 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "2dd04d34-25c0-470f-973d-1325ce0df797", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The history saving thread hit an unexpected error (OperationalError('disk I/O error')).History will not be written to the database.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/gscratch/scrubbed/mjilg/jupyter-notebook/lib/python3.9/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "from transformers import AutoTokenizer, AutoModelForSequenceClassification\n", + "from transformers import Trainer, TrainingArguments\n", + "from torch.utils.data import Dataset\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import accuracy_score, precision_score, recall_score, f1_score, confusion_matrix\n", + "import torch\n", + "import json" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3504b633-4999-47d0-a6eb-ce7916206ced", + "metadata": {}, + "outputs": [], + "source": [ + "model_name = \"distilbert-base-uncased\"\n", + "model = AutoModelForSequenceClassification.from_pretrained(model_name, \n", + " num_labels=1) \n", + "tokenizer = AutoTokenizer.from_pretrained(model_name)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.21" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.sh_history b/.sh_history index f09a142..af118fb 100644 --- a/.sh_history +++ b/.sh_history @@ -17,3 +17,6 @@ cd ~ ls ls .local rm -r -f .local +cd rfc_df <- read.csv("/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/0220_ve_rfcs_text.csv") +cd /gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/ +ls diff --git a/commit_analysis/case1/0301-ve-testing-commit-plot.png b/commit_analysis/case1/0301-ve-testing-commit-plot.png new file mode 100644 index 0000000000000000000000000000000000000000..2a647eff2d1ce3d284d1f757685222479484912e GIT binary patch literal 47028 zcmce;Wl&vFvn>h!$o)#xTLQmSqHq?xKihl+kPRNT@O8X-Z&1 zAO)&Bf9;nm2myf1z1j#036J}OCm=i$p5?UJXhUd4 zvNQ~A#3cniR8UB(mXpgtB5#{OJAm(D>cTNmBl>qNSN z5EyON!%S3ru>7b@4MGUID3I4>S)g)j$>E4!_Uh?#SP*aQ>&||Ej8@XpfvnR{k8wy# zlI8Wct+QYZlYIG=B~QPqg?Df4Ne>xE1QYa8P|o2bMp_uh<-p;6+H*jh zIx4!*mz?31sydygGKl=hWQca-{XnMjd=B=;Pp~EEZyd0S)?e0IIwo8WnxR{ZrKG{ZbDu1b*Ad8 z!CNZT=RrJ=%$kitAbIo<~pJ0O7Ocv;6c-W+{+u`>XoUl2cvkJm2i-+vgTy+b1Z^%=`;DbXXTqj z8o4Lc7R5h;E$qiWrTU+O8>}^D-9VHADIj`WU6MVNkpQdcEi8|NAB(ZIo@PF*uSpYi z5dJ~`cDAa6#HdB@Jz6bk?_Mls2h+O2)de@8>f)O9_1ALmp+e#)9bsZaF+DD-G-f=} zJl=yBT0$A8m8enNT&i25R;2R{;kfOf{*QFfR`e?AdfIl^%9>Cj5&Eh$&pmJZ(qX`* z0em~<7l`)tn{OR_h=rUtoPWP=|V9cyY$BMZeH`bZ}?x0B1-SB zy0yl>K&*~iuf7uws6i$^>?{>DNka6P?buU<#&s#0tI=En>5I_cw3(?M+B-JjTUUVb zWyE>?O~KH!ynsTi1MY2GT({Fq8#yPp3>qr{l>{*u>5@8HNoZ0p)6G{iS(I$h6iN|m6bEqt4auxv@gqdQ&azs02S zk2`-hR$Ch&)hBR-J%868%JLmBrXfFSvgW08f7l=2om;gTm0@<2AkMz)UN_*mYI8A` zhr3*dGX+{$PIWFuMY9O%eeOusok&oJ0s~W4=oAM>HQ)Nt(f&!cQVyv3cDCSM&Y zWR{mZB*Y6%??#t6kh+_iQqs>62{k&B?^u8#~F3 zI|&xC&**CVV)bSlXlHf`PvY@vE8{;ly&ks3ssb&@=T$z^sL0-)HZRJ}1D68}eZMk~ zdX4=c0kvk~TvdQMVNZzkgTnBRqt*7cFVQtne!drjeU^LC*#J3&=@Kz2E7Y^=N71&Z{u z-rePzR9@rZ2%OxyFNZ2s+?2K9OAJJve7gh2E`o-LctKME2``rqHtVHL-2y{;{L zz8>;44DYDmSU3V^%!5KsqdyKYVm z&}%19LELuhXr0e!{!+06LG~!y?$=!`ME4ec>y|OiDc&}ZFJav*~Na; zb3Qfod4I+V0CnLVb9EHL2{jO4OUmFU>%J(yeKKx!me6J{TzP!w_k|2F*u$XPFO;Lg zT{7DDmGV4dxB-PI*W#Umcn?qae?LU--|{Ij5ZrYSrTR7{{NTwgTKzsjr!*~^%=Gjr zU=iflcajcGWZ`d1VnUhp+BzMPFkAy*7FFb;2gt znI$8Ml!LP+vCgR+I@yArkXQ||5X_}n;1`_@Mg+B&F|=L;YZ4}Cg8Sin0&Lk95N-2E zs8`^Gl7qbHeAq$@{58G8%bNU48iv}rSIt8%h{(_*pevEP8!Kqzjq8tp^}{bJM(lNn z@zSP1v=1$yd51{CVi$?VynLZIm8gd*Ya3Ix^ZT6h>7E?2U-^buj67hDF6*<29!{|q z$!8j#9|d~ZHlt)IoS8gWHY=^BLqYD7nABv%iyr36AK(gQ=nRkBJFEbT&luJ$;&iWj zx>#wmFNj7<#AxL$ z@>8Ac^WB*D{5)b~QQ7<9oYDTg6}s!G*3zs%j#|pbs@|~vgnYne6k{Peh~uz=uWd@F z)onA~kZaBI6@qxtOVrH5M*w4<+-D+TFg(M0od4_t+DF`3KEBBxLM)clc4_F;SM1Z< zyUFS?Gpt}w!SB#Km*mh>q>Lxqp*L_*s{nmh%}33vZ&E62Uo5&h6%VENt(}eoroOo~ z7JUwnso%Jg^L2w)KO@qc=3uVoQCks>`!?5CQ%KZAo)^=+W^cau4mz>v ze>bzBid8J|+mGIR`zA$`3eg^{S1T+0en(g)$S{5&d?3*XRn|17?Dn5bqJZq5dnEmp z2&=ft+@ilX1)Eu+$Ml(o<;R{5PO$_Nj$D_f+hq%bjTj*YB>AcD?GREaGFV{RZ0%m& z^pDq<1`33_>xh~+9vLqGXcqBGyUu4qJTc@lcBUX-+7fB zS_a*z?m@C5H)KMY?gwc$rnGPkO@|F8o^$QhsV+2mfC1+r67udFItsC(>D5Q{Z&Iws z-JVor8QQE_I#8`P5XN_Q8kLs@`h9vQR5H< z*1q3Po2xaeSQ&onkB`~HBxy2Jt(!ZAuc<@9qoj4ybEj(oJR**Ns$74|>9; ztT*p{V^Z-)PlnZ@z6=b@^JM_T=It^Vn(E8=!dTW#q2_0m zRby)2Kj8BIFZT3Af-tBnQGMr$_M`L626?IDEswvdy@tw=s=Uc~U2xVv)%K5_fBK90n;b(&Uak`A7< zzNa&w2zH2>PWt95L(}T4ciU}12zDOEk;_`l@ZAC$Np4fzG(}F6x66E6U&L&M{<$4l z?CIg{S#7}PTl^`jyT`ZV!(<|-jKyl_xna*1pNFoc8MajAJYB&_m%%sP-?PFo9+{lD z%nZ?LZ!T0t`wc9N!-G@IE>4Ylirl&wo8OLHG2)tm=#b>ITjisib|YT6_0 zSVlHQh6jJ?R4lXaj~>s+1t%VDG%jb9oex8331so7q<`C9XnAwFa`TEn@rRQ%WX*1H zFud)hsFfbFN|_BE@OGjgyO_#eFDt544RpQiFO?g1+G*pk4$l%XWWzn&H5V+{=y>xB zFEh`fk}STvR*Mp%A2)sMjMt`A?c8jd;4T?v+#eyuJ69YH2v& z^YCag1Hqm7As`)Jz7GcdQHE z15fc(Gor4WXRLF4C%)%HQ)6w@#Y(;FB4%1*+F6wRoaKu4H?HmHNG;Cw{gVkt?>9x?S-L9y?XMXhDZ9LR#x~X~nc%5rHh;D1Ye`2lR zWy28AL&GB&o3@~%m7uPKptO1sw6`mFX$V=;dgrY2m%v&FAFbFo97G{JF%T8EoP8nE zAz_5;dTgy53PoK;iIphIkRlzpl%_cUx+LLyv8@RwB5fK~!_UVmVbI&`fwH|Ah4Y)K3nKnd#VcGW3`F{R1eXKu!3Iv7m%Zs`q7F)0`6QiQ7r zbV7*L&S~-o#)YBzLwNC4N$czzHJ!~UM56Z#uf<>GFh5>+EDHR}NY;LjEU#3=nO@SR zV)Yn+n3Bu({!YY_-rQ`aDP4|4>zu-Ve{zgFu!*f)=ecO;Sk^-N#bRNdHg&FgHCI79 z)R!!x)93tGjQLD?b1Ef1(H_Rw4+#m8&_Auq96M8=&=5@QBW?zhES4<>wldD}A{Y|W zAIb}~oyQ0|ttRHF0?SNu=-3=G;u9lbA%Dm95$66;ASy3xL||S-U2s@~HWfmn6eiC= z?uaj5v8^Zvr#i~` zQ$^5JGY&5yv4F=~eMmU;V%1W!?Mw=VDl(>q_|tFl@$qr02RzVjW4_7TW8r+lE-I)^ zqbyuCyYlvLTv@@9w6H($JS z@Fl{cLMpdC{?~#pINKwE`)O^Caq7jCx6|{1T$q8C(QF_Yo2*|>^(VdE{GiqsS3YXV&{^QCP062hM3l8!MHYD>Z}UODObLiuE>}828w3Q$Dl=iVK;4 zV%)-v*4N82+EWW7XH8-+-M-u%Z)Myg!~5#0+IF(PE`-)^hG7K8PvLhZgf)2H*-VrT zw!z%@+!i$@?ef03&a{aYn%?YmE_c3};SJQ;5w4eVelJvzX=o16DSEle|264@UZaWV zOzoYS@WTObCQITS39*g%VPd-k?Y$l+O=%uKb=s=8u3LII0p5{^jhC*|8D-SF)AwzU z^jdwx#L1S%txzN^@a&v#FeTD7UxTIKR^sy7-E2cify$0AXA-EJl^XWya-!W8o?Guxc>JmrZIievEbAQ6Yac0Td) zJ&%NTws<@Re!dnQpBj6u4`r9=L#+=w&R^;@60>c4<`D9;+jtc71UYEjr|3=J!)Bx_ zF}T-hFP1X5Q<|)+?{yvZ1|tv)veQ3*OkRI^^rnd5F+rZK402Qnw8&P$75jnK;ftNA z$Zn_tgzkLwEjCKF=ef*j-leI0k{-Qp-jyL zj?MuFTCmx;NoyMgM>dWCk&F)AL?Q!1C>jFu;ES=PQ-{$)$21(c}*Mshs zrt7KAtRUL{>g0!Qdbn!s_q9|utSC*pi+fvM!H&7bLoB3Q&g5P*UY~;;!>KIgx$hQ; z`TH%)QJSf_x7r<_bl)*a0_`Rb$Hvx7@k3?*p3blOC0OK$`mT_;$W?b+Co0KKJlu6Y z#z&(}O2KGx*{DEZp+b<98Oc%Lazq{#4tLgDuVjfS*DDxVW88Gd7$Pc*PJ2-LcB%-) z`_bgQ#_mauwXw@43&WtEkjlQ(y&IQ~d~(RPIVqGtgF%%RIUkH{OjL&;Nr`-U=B0Jx z%m(?$`C6k93+m3!&CDpr%b-d35%8ojhQp1xcMOUq3I}Gi)f%s=4yM6L@2lpsJ>991 z!*F!E2zlo}#Zmkw7N^kC zaFKFl6&OBkYN&gDwV)fszU70Au+HTt5@ul6Y_o8H5QGp~^jZIP7XS<8_6V{WrOb#B z&5MigO(2Tk<5rIshQUb3Y1{D-xz+jVE{0yMcI73aWwM>Y`38NP&Zv&*{gPS(D;xty zJ!%!eAEKX*z<1YV#uOiRiq>pG_TzRj(>Y2MlFcBVjEWNmr9d(r7S#E@Nk0*X@~vhh zNTkFK;t-?!>Mt0pAs2yc?uR}Vm4{$tvs#*tXjmkj$ko~~M-jqE{S91Jwb__(!QgPt zkI?mY%yiO$C>s0IpWN$w8C;ytPME6h=c#EQ`MB?rk#!Y5U zvyMx6D(pg04V{8-9ex-;>b22|f{NmVKoEwnO(wj z_kqWgkzDU5k#nSqu$TdDyEAGv)JOBB+fjUrlVGPgRx;IWrV9NOoM*8a= zr<<%kK2`{B3A7RxMN(A35Oby*ai_!SkKm~_4}wRnk`mJm-5I%6rP`H; zA2ltxh+N6_gJk`fczFy}#E#be99dfp&wZf>{dp+mr%N8oIQP^7OwdxzGjTn8XyD-KO>a&&QwX7%uuaYzm&C$!|7zA5jl!X5FnJwDDzE=)+ zKrlQ_oAtJA_p`m0T*_m(J$@@b&z0ccEV~#IfV1NAt zhM>W~{^p=&+>_|14WJkUps`sY<@EZ?6M*#ynfow`rP-4z%5?pt~?DR26 zamxs?;d=WUyT!#Q!66;L5ig2}{hlo4c^yyni3oQ~mmj!27+C6OWTgM>@BRPU==1+) z2@H(?fdBt$zwm$bHvY;U=9E}l!?9!|ij;5NX#;OuZ`2rR-ZLux>wTB-K#fZI%`PQC zdvSuW^dth8xF0@!BSnFGOR&tO-sYyPwaJS-9SW=jeLH>j)b%%c;)bu?==$eV*{-b_ zLJ5_vJFy`-o~hEHxH7^?DY=n~6?WaQtJ}nUw(g!`H9o*k1rA&+%zC2(p)U}gf4Zt6 z2@5(m<}y_fRcfp|kO_4zN~Dy9G>qZtG3|2imd+m>SQOHwx3ZiU%{s|6`Ms}CbD6H} z;4ojUM~v(8qboV=K&~TviK4ZT1IgMLsm+IXc&=4Mb_N#XiKITbZ0GDA$0A`hOWFGr z+;F@t-o>CqEWT0YQO`Qh$&F%i-X!%X?8bWb$7#cM1@QT}{yChU^m<&^VDhA>RLRzQ z(B_vZ$3mJy&X@E+@iHQ2uYot*ib1$Mkcyh`SZFxRQmg&1%MYby-k(XcGdE!(0m$u{ zX)fwcYKBOZyek!EpvLdv6&yDV_@qHy2d|C3&Jy&-LIlAnncH?)C&Cfm4Bia#+g8@tM>B$I|BR{bbQ#uWeuAsp& zJCHQnU$#2Y;f!dWP&(`VKrYZc(&J+h zH+uEYf)zPv;NdWQdK+~X6TWhF;oeEF-1_IEGQ@~t5f9B-Omqo9Z5aZu-aCUxp$AmHt zDz8`*epk6aa1nxD{h_enyz~&JRRN=WCh$$CvYQUmo1zr2*23C;dr{|oWwJY2ZG=S` z8g`@dvVzP&kFLDuk&T+x%16ssg;~q=F&2q-o_&HMOAfPHME=u{|9%#LFiDT*plju4 zxgZ0A>Bdf|hPp$;+tENJI<9NYWxVa5jQSCD8}awb?O*69%5fo<qpzVlHlI7qfmM7OiDumrb03 zp?@2*dseL8D25TOY7}O*?GfoK8ozUMj21d-;ebuq_A2j;cs-*B=5Fv8nt(ksGfF0G zPM+enX46wyxc#J1Rj)rHC7b>>76_fN$&PS*qph5^s6rDgM8B!4b@qkTo6Ma<7|!3% zbKbksoAKKp=y*Ud-$FXK+WDA{EuS`6##F6W950UP!3XCqp@SDM;H1zEBkVWA<1JOs zTdrk77zfvq{Vf->J%_wKP5LI&Lwk3qh!U^&p4wQTFFx`ho;NYeIbTCTy~Hy6X?NN0 zm#NL4Bzp8C+(#4+k*(HS+!sTyrZ|i-X=pU8mVS$H!}4ymyW5IOj~0*lwD-l0;*CE? zd(l*?cB0e9p>m7Lb#7kBc||Z{Qe@&7=PY@8W}v|9R@UyQkHg9pGhk9=;pJBI?v)%7 zVfk99X1hRzkqMZgbCF3=7mur!><^R{{EDJ5nk)`KMQw;_b2W%yOuVPMx!a&kcggff zxT|Ihbkouleb(>`xJ;jX#;w-PcF| zVBZpc7)>f4H89*HgBfMKZs&v({9?Y^a)kqIebV0Bw`x8h+?6c$BO_@%Ti|(;F_13Y z(3z9)pTqNH#4?I#ogQ1M+oz?-e$EJHq-S&zFvUQNRgnZ|OmyfKNi<-8H|ddESUXih zOi9a^Elymmf+L}sZ)ghuZP%2?#`zQzUtIjE#G%6BAaon+!*;BeVPrTq*lZG!i!O~1 zQZE~2Nq1((ckJtoNC?K0%4Im<(_IRXpgaJ5vrv$dMec6NxXqu}qVpQ3mjrh-azV5z zIIX#NM;dhh7i*qZ_brFT1FKyD&>Q_;C%+zw*y*Fo8+&I0em_f~y_ zk)1wZ1EO<~c>A@sWb77*n^=_8e;8SQNivruZ`!)$#HnwA=5Vy!fA_i3Ii>ROZaz;Zy&cQOY?75}Sq$i5UBWkg~E%cc7o)IjNIsz`)V4C1|-Z zRO9z0S@$i80`jM``g@%|`xl=#JvEM|-E9D1ZI%#(iWW*{OCebf*3yi}DfuAD)Wgaw z3XdaslEX{&K!_>^X%n5KIPW*TCaeY)o=~O+6J_IaxE6A z5%8#u;werR3H}E)e&}#O%%_bk+CP#h`>~ZqprI(!CqwtPEA-{gMdJl;YpzaZxnyRG zUZCQu_YJle@jKC1t35Q_%*N%w<9VT5(k)hK+S5f1Xjma>?7bu7P!KLRxS0q1gMAdS zjSO}|L)X__x-b)37}VZkXy~k{kFSWF<0X=ns3L$4XWWCsxT-PIi1LjtbfSQm;y@*Z zf#IJkQ5>Q7ZlyKLcxR5uZ*Wxua2vJ_2kMofRGc&R)v|N*G(J?SUL0|(;jh*wT#$E`94do-9hnEI2L9MO(>E#xJ-zsPPw`r~*8} zzTA-?0T}7rYpv8xTLMTKS;PIugnT~5^6@TBI_Po)1gpVZ?h#6x8%>$xp3y(zt9~k0 zmsh$AK$D|mVBCgd4f6P8jGL|Imum`m!!2~SQJ!_E=o%m>1)Jxuj3&Rum``Vf!XQE) zX5C;_YkPF%YKc)?DqIzkRrZjcC;B`kFVgMakW_R`W%C{G@2fbQ2cn?CQ2X%iTt{AM zPY_o}Tf0XCatpcCScE48HKIW@ME-2|Vl4!y^Knc}PS&*PL^Eu>+xD!wZbkpTkG(IR z7tzeEIX!)N`cDLN(cgJgvzX>A<;9g|s~xiIvL_zn{TLEeDQoJI8gHLDoPv}Q_#LP@H^9y?JjC`Ym4^;LNH|3ra>zmgil|e!$3u>A)qBzdw1xr zS7n{aW$CS~wuwvX1VjCeOHEg#aLeGEqJ+p-V^d?PYbSvbhXM^^mJasP!txIu;!r{B z@49cNi`ChDzM?RNMMYt}J=nf4cM^A(6%`e4nm0Fae0$e7gq3n~a-h58FUeZl%rXrr6ZKL zJW292AI|O@4Y-}I8@M?V;w;R9BWCtNCW};KFA*usZIw*^H-@bD^%@=Q!{-&jtO@`Z zm_bkxJuxf0n6UnS=Gzbv8^G`$HRI9OpA|(26yF^IU;J9GYQt4)@G`9ul51tfwPHHk zCV@Xs&0T|vCjx2j8|VvqiTpaKIUuQTVPTm7vg4|6z2zI@neX>0p5H7?e%t%5wo!Fq zMu6ePC@^IH(^iB!cg-ac*I=KVfGxr}gF++xsE&!SC!rXEe{thku= z;@0i6v})*fH0XXMNQ0SeT?x18O>#~d*BVNY8!}2zSF#9$ti_P~;rdX~ZdVXplbp_KyYpDUBKg2cQD$Hn(; zZ%57hFt!N}qq&@5W_FQSJqkXFE8HQZ<7vp%_h_F`X8_+s{FkmvQF-6g=1c6t_N8j% zef!tSFm}h&*~_YWD|8fUpR8cx&bPTLces!0)rsfBzf0w_($pE&VN_JuVHRt?BiB7+ zfnW9VgdShU?@~7QCJJHWpvvkDzDQb>?NwiPQwCzg5T7hY>lvC96E)s9)bSSFprTE{ z^?NqkrgX}Abw@UDL|*3TqVV(;q%wNkQ0azfGNA|t&}Vls$)w>V%@Xz}lQyPlWk|j! zR+WBZ<;o3J?hOC?ccH(zn*uJD<1=w!i5{O4W#H&BAKH)pk07Ng(5swV`F?p2P8hT)t^3dhnS9A!Gz9DbQz8vi#7R~P8dh=u$~|*B8ch6dm)8_}-i%QFlbO37;csun z#$$sl-;L}ZeH1JArXxP*>Td8_eRzL9p%Uk#IlRs`T`M~IH?E%^!AVHC+3+z}eZIP+ z>x;prq(N~8!9GS_4?z`|Q<6S*Af@?YXQPxR%SsYApF;r;frX*SC@->!d5%!)zxYRM zna^i4zoic8`dM7QPOEg~xy;L*zb=miU))CTlLp2RJ!}Q~D1GiqVuN7NTDezjt+(EU zm%{z-UL@jbIe2~!ZNzzZo~wC+Ea6Ox7-w}>>mxAsYMGP;QrQ^%gZ>-EFccZ8_^I72 zMHX>F5CJ29lFsNg6~@O)Ez{=_u!&_@L8F zX{TV<_q88^8`VYMFmycBVCQf5ar*2xy*=VUyOYRxwR&rOPl=Cnl3Kj_9$$K`F0bdC z{qQlaU^Ss|(m)hh_gB_>nW3b4Mt@W1*dkZP2+wKggt1Qa8ctg8 zc{Fy|#dpDTsUOkn)t)3RT&7^3{5iU~!PShb`WH@U{YDn7d+(t-3p3@Dak#s-4S7A= zKv(==O6FR<*GPzL*Du^Jd^VN3c4SDzw0Wag#<1)DLhT-&w&@_M<>B|3M(y9{agrEm zs`Uvkw5w~~kAZaOQ}?xsVZeT6^X#;djyjA)7jlTP@n&Z8d!T=DBc?w#zICM!VaJMv zgRR7@D>JQ$O`1c?<&Lw`E9m=$r=YGxsGGClahxc;S|l1Sf&cKr)=B1Wx2?!(GJgFkS6?#U5XWP#b22Ese=>h=wW>&x{wLSMdsN z4CUo^m*{kc)_8O>9c!BLa@Yf6!|iFKCKpmm7%*_Nt?>(n}nhC^Rx?4AupD_*HA z+2YpDa`Z)4qeD&QN$O)7vCO5RbH-~oY>$mBeipma^vAf71??=5ACa(OFLVB(}{$m)5j8n z53v_2;z0TJGh2QHaqymO!ylP0c9*jP@mTk)+J(#FHIJw$7~CQ0ig5EkO#12~4Z)H!zO4(v*|3V4&bWW>nQ#-zt$n2i%xH%sX{7EWin$E%87pFx>U@#Du zr-MPY++gAEDak^V9&zVuh~aa-FzeQ}n}R5Go<@xdLmaf6<6fUS`0NhV_j4=5J)!i- z7mmloO4oeSzE++6WqVnWyK7L}JipYxbJ zS7JfWttc^iG2PDRCr4e$}ZE%URaq=HmA3@ln`O$o*Zlq5u^<=q0yMZ8% zJF6<{3u!aR0g}KJ%s$MC{gjZ`N@7OMy4cx`616NWx^+55;Hi_jHXx(FzMda*-6&*oPSadQK3WmZJ^C(SA-%M}I<-3+ zh^KQ)_x|F_Nb`hd+SQ3?x9whLX!=;{jj)lqVMmewcxTUw6L@7boD{FO8lApSOcXjC z_AzxyZS;3d!5V&}I^l+s=5FEkGRzvf-Nl<%V(NW%2kX&$d@RbKcPjb)jWFEX87=qc zKBH$0)n@>^HaD92NQOpdJ@rHF^-@EKn= zbe@H;W^<*D4^q;5;EH~3JA0unhx$n3KRNZmnkq2P9pea3jqUoc@m%`<96j0U{ra!D>^J^D+8+M@Jlyg> zI2wv|aOLrV0TBg-T1;v*xZg0uP`?!5o#(yLMNokgC=l!ZbFhNBF+?zNf!We9#KH>b z6>z8#wPteu7$hXg;^O1;xlmpVB9s&rm#muV>X_DR=U~5n{Tdb) z#*juD_~hl|;lUZ)w{6GnG^F_L?c-fbM(pszX)9Ndq5N+CE5DVISy&p0g@O`Z?ABWB@sNU(+`uTI3;X~} z{P*HgQc4O6_I7rZZ~g1*-eXC$KY}3q$gYGLfVbrlDZ_5Au3DUqXC^bbnyptKF4o&w ztyi#daj|@);_Ox+=ZOF7u-3eOUl3w4oemDK*HeS}Y>ReP5m1W$;aJFoyk0x~p}?OMaN&WSU-u$C9J)xjul0neR49#iAyTWcgng(V>_esy!RbNkGK zgAIle0N(@V2iM=<4*><`1N!JZQ=`Ewf7k`jxp;cMHLW+9czb^@%)T-PqO#g-iv4b1L8qYJ?zB)mL4T81Mq{qbx$9`Ha3=|9u>_?1OP6z?Rb z3zfk4DiFSCJPt)8dvJNifB8!8_4*)_@cb1QcPfkL^?0_}#>NKlgT1{yt!4w|8*?0) z>*YpedAXEP3E1D?L%RkMA|O>&)vCEVE7sSu<$53j&JGS`{(r$@FtuTzz=#6nEi6ue zX#ENZsM77EMuFMe-^a(tUte3(*3ki0sfh3G+w<-2P&A*{(-q))Mn=YigM+(41TY;6 zxvY%TRQI!`+TPB5MJFexEp(zBe88u}4R?2UTU%Q>IXQp-%JXJV=`(mdUYs8vb2uHz zPlqFh#mC3vve{&mm!ATu;(2#e>v%ZX7mPfM#tQahrPc9pI$!Mk{Ct0ZAJozCU9D{5|uERw-A(i1zo+Vy3;Wg`h)KSXWmW9_~+?~6{!a1-c(v?29P z%MuM{JLBmk&Y*qkn&n~@knEX!zP!xLUx- z0Gv5Gsm^7&KqDtN)#>?2r`OeC5&)S)r>Lsh<@spi;?k6qw2+-_Vr0bZus8hWo9uWx zn=OzLzPdzUGv(9$@Su(+Z>fSC^-T~Sg1y&Oceu-Qvn_LbeZZDbjNYGUx^QF}v+Aea zg(MMA*WXQ==OyrmpTJAL3g%vYyuS(v2z-;xK#{q$GBDT%;(2^*ZepU^$Rrkly}i3z z4-DD&T{Iqi6NW;sj| z(=qKw<;cTTcFl;^1t0ykY#3w7rGmzI?}1Ri=!4}0;;QNq2aAzF7g=w099mrkdf{CWctPpMc|#b_LCP6L2epNBJzMy&7j z^n|FWwfa2)7W7|%CqDKx{;Vyz!dhTrt}IJj8pXFz%cQv+8SxVZ`VI{hTe7mKU}WAK zVW)j%rt_6RA?keNFwyI9v%lUM=ryDa8yy`j>tTo2kFcz)YLg>Ef%z>+5H03P%{W%^5CH89klNZraym7e7q1!e+r|~LZwzS zKp$9G$riBf8@ZHl#QnS1!XPk2Hy9qDx2HPevEJTZI_(ysiB0(5f`Rh7y1Ip;3cT6b zX=y7&hng0Dyz}cIK7k90{|H+EG&^s1#&ju^5>-BN=CBTe{?M6h%cv2jK27Ffho-%}q^J zNpYv7{`^EZv*2Z2ysE_=?ze-ht6FMmuCEX0i5B{WH+=s5TL%Y8ad8gMH^$`Tg`>e5 zi!8%k3dVT~4MniO1w9n`g%uJQ$Ym`3FGs615i;&?{`Mwv1*}}+6%YO-0`Io_)9*z< zh~azfmzk*p+!Y@5Z*@33-{VBo^8;E!0LA!QZ;T8F2L}x%ye{ZBN-uVCVd2Qgh>G>6 z8qF(!Hvq%|eY{?d#D9Y!c6N3K=*plk=>Bpud!*vSoBR8BDIn|b?(zU?06qe+69D`m zi|Ue#FE9`Q72N=BSU9+UVx^$CxV)@v24CbJU~C*Nm$Reke61!cs(lh|I<{}$#3Uq2 z74u6nGuO*h%1tIS+yOK>-egyMG>BkkX5PM{j!REZPfjk*%Tt7(@~dAybFe7wL64DF zR5dh9d#qhBBnpHf4=2cUs_F=r5pqex`Kf7yP@Dh4|G55xWtm2y=;kQ6LX z)B4~?(*IygGgYqv0%jAMWP{HxYzNVm%iV6{m=EXhbpw)woj09bJ}0YVWZ zlbB3lB&DUD*xbzC0Mv&lKsTA}_IYh>FF?|n!)^hLdkzS$=;-1?7b18I&U?e-2G_K; zjZ&-5mGfX(YrcjcOX!>~YOly4z=AL{Rfz5`qhVtSiqU^R3(z0J`6SpR5l>O6-Rb}k zh*FWXe>`T6fg9+9XYgrnB;IL#4+jhD5l~*aLcu_Y7M4w?`8%OZH^EATEOuB38u>Le z{*gR@8{IDFX;!>A2sl}QI_)1AFgG*%i{Td>EG8{I4k$C%i#6CUV!zVBfV2L0`IILc zou0sw^Y{1P?DiFd(NI?(2j)Fjq5u$%lh`*5div^2F4vdm=YLfn7l1BlGNFTSazB9y z1D`M&jL2m}_$&WU5@#A38U_Re0K)JAkXeE9@f0#Z8L_su*5-OC>uQ!b3n*Cd&rsR` zivVanGnEO&uj6<;QwWgQAs~8y*NV9?h2!@0eBVV}(Q|qN+FihM{Esj?0Xs=aNr1%I zyLJP>GB!3AP*OfVKKFE>FV_zbgV_J#alsE(k{3Z8 zf}j7_CsT0n5+1!SFAm?2Hz3%;)z^Rj{zZ{F;MV`+m*y5JMtcgl4p@y*1UzjX_ZBiT zGHrd}IWw5_x*1tnKEV2HvxBQ)pO*25M#6J@d#df~;$7eNgZcyrV)xo={DC4Msc0XAPT zXUV-}_3+34GXO(ozQC;I<>gbj-EZ2QPbaha^h}Wp!4l9gF_ThKj<&Z2T!}E$YYidS ziT$7;fqxNECT3%E5sAwN$md_bez|iK{OUQHDGX0fUj>#yV?)DHRMo?H28SbnP(XBm z9)kxlFR#zua4bLv4-XGO4Uor$S4#Hn+faZ1((39gK1|6bP=0MiCwN3cOT@9VvI08U z`SxEj>*;L{43IN0TwU)DWpX+Le+M?&cX+F#qXUHRD+-Fd-VI-bJ%A2;K5vvBzwm%i zcpv~n9F0#(IygP`1buj`sLU(mi?+73gz#c@4)$$s@-Z+l@bKVcbPO5+DGn4;4MEa; zwzijl{`@&#Z6@S$iMUV)qeKoLNMpA*%;xnLjlz>~rI{gtF$5s!{q@n+!2y87*s3bJ zbyWWsIKUd&%kyn%MhhuQMySkek&NGQb^q4uc|EV^@%sMpz3;p0@)_s*Jdg7@j`PeX_hhoF7iEHt zt!)*6r1ui%`o1LQ?SzPXqUS7=wjx&l{Q1(?=lr!&$I^1}%^P7MAuXwP$?pL<-abC_ zf7bo}{_f(SB#hMg{goCKjhPXA>Anqi#^ElBKm;|+>SO4Fa7^k!?uAlOTu zK7G8AKe@b$ z_zwLg$v<)_qw@5bGajz4nS4pUwy*CVKnX{w4och`D949Z<-h@Z{7YzVnez7>I&-x5 z(1nlA%y2R>9rF^&OeazV^GH&A7#UAZHZM>0HeU`n_2I*ZD_&j!Krw1+?y$aS;-0Mo1#D0??atr zXJqa2!%66b~(MOs!Ct5zuH{@StD7);BI($ z>#aSaS~`m#8!p<|$Q?OyILWa;GZ)EM`Of(GxT4=0{&l*X=j%_O5@uXkgAoI0?ALMJ z!TET!l3p}cR&GE?dsIQe=G}dDFOkDH-~4EK`4U~rY+r>V{=_5+f~U=EW#+8Bd@ZgP z*k!xVqno?QRZeCo9^Jp6%yKt{-S?Rp|8EUJxVsM=$KT;qP*YJEAdeh&yr(Y+8bQC8 zSPoPv)ipHeSj3dM87!W;TD8UQ^9b+GjN($VG&Jab(a+@I?;WRDDyY)~RSG)aiJ6I4*^yF3|4LMGO-N7NEWG!Ng<{`G50<9VDi z9HZEMETiJqEh1-YmR?3Md9(D#v%reRm~$TpWR>v+lT$N(6}6W!R@0MSRhmXJedYb@&h&)&23=n$4i z`7R~-q&E`_1KBBMZg<^O+2M%^kUAjQ-hmD2S@4xcywJv%gu&*$Xq+P&Mx-X4+uH1wT~UaIUo4wr35dXD_= zPO(30Yum}mJ*Gc*y?u+kJb4dzKy}#h!2wi50e(ic=qF?(;z9>_wKc~vQoh} z*#U5aP!N-+&8K1+Eh!N@eYzV7E1s8qK#N7m|9WdQN0rl;E90H}kia~*P4g-nfh%+D zE4L2|3#)P-aOf*PFfiOEh$M-=WB|>_aC10fk(D)=JNU+p{X9HUQc_5i?-B5nbac*L zS)s&&P#Rc6ihEw!Rprsv;&Wirf z+Z(VvnUI~me<0}Jr#t5^qjcj2fp>s$T3T8>!uL<%F*-Rp0apQI;MGbo#0%(I)_5Fv z9#W$kDoVGxJY{TTw7ag6(1%0E`V7SI>gsB_T^Emt2(2#t$DN3->xuygT0Az^U>u-d zL-k4$5{y{20AmM8mM`7iOg%|aFqukS)CP-EedQ9a6*s!HygWfi@!j3i^RSduf0?bG zvorBV*M7CeaJm0{YY*1*{CV!T{sMeQkJerN)d%v#zdeo*4{ID=6}u#{7W^sGG8-NI zPM7{?4+;x)ywox& zIVvk_1nnlE;X9kMiRf*exg*T6T;jz!?Msf&x5~W6=Jg8$*c&>Weiz<7b5D)>#PK_- zPkGPWlg>G{&-__UUwMC)dDV|Tvyk8FS?XF}wBxR38S?R%J`HIU8Cz-Xmsc{jx|=L1 z`C?Yd7aZ2l>o#)kKjk})bS$oaOaIGu_)^-TrfoTaPcj83M@N}BIi2n7l9H3Dnvc2W zsodC3Y+&;91%-uarbGe-IOII?A3vs^Vpeckof}qFRgJ2*>WK|{^jBD*(`8$PK$);z zc^rjd#a-g6-}@c`l*xB;cRfGH?F|H+e-=Z-!c86X_kU4V=B}zrN=Gp?PIi1nAb6g7F!`cT zf|l+|EL+Wpneg&8j(0A)2jjxuP?5-FcG;oVmGzvwo0D@%ON;trfI?$$Z=!CVriR7^ z4)Qrh6f_)BnmvbrtF6*Pxuyr}zP7ad{E(xK|6*cG!v5*>9$$7&J!OXH(JmG|eyI#W zg!&zXs>$(jljq*^@b=+gAxpk|-muNJ`b(K@44cd$X=%(1{fdi=GifDxu7YC~ncyGN zN@QwM($k%7Y{H1os4gZegiWf)RW6uYu;O;V?o^)_y(TmB&Wp49Cq3lqa&kfoQ_d?J z+_nBX;*YAOk!>KzTySHlC_CHw%hOAsLcsLezE6G7WjDR5_wdxC5*M*fJ1L3e{&NCR zU~|bxNzsB#PE33e)oVKub!!}$Kl7Xi;TIviB3kz=xL}!tcHh%aJ zSGeUhxBU9$XFfA?^Lg*e42_&qkB-t3-fJyu6l;C`IkGF+^h4+TfPrqqQfIhF%+6^i z?w7-^>}+%K@n1)-NU`2l=62nx?HU}MnV!DBvF1rZ5e_Od_V`2pA@b3$95Jo#TeXdQ zaWBf;OTCSbaCm@jk@XmlO-$V5{#(d0sCigUPVW5B`3qC~mL@+v(Y_}V5gBRr^deP? zbXSZ%^QG&jyd8(^oSiM}{WtC%GzYu-ci!HBIkecAzeP`z=T2J?W69Xiq{w=J)Zpjx zkq%mq$%V_m<(@X3U0~GEwe|91V5e(M4!UJ#W+q#Ca7Hud)Ct}=V9*{F-w%C#li$9@ zrl-HK>&gO#Dw|jh&a!iNm*k8I_q*|+uI{X|a%TPO!zwC`APzWWUAgz~Z|>=-JeMAC z%~Jm}LXBsdjkd6`(8*UArTWL@q|m;7Ru?WbG0jSk=IvkMQm=h>{m&I-U;_gKU;rgc zgBw|P=H_gA>#c5t?9gXiFXH({JCN z6cETm+HRWF9;`s3EFu1gr3;ggv=XJP%1X=HtCyF?yG(3{ZEx*9`1;Ko8hZMbl@*Zr zVm)qzYs;I35&n*AVaBJpgx>~95lZr_tH1R0NXyG#Tb}%c3uCv_rI^mn&zHq-dy^=N z)Tx^!MlvNE$mZkY1Lfy&e*Srm5O^W#GqiHn{{FS*ATK#PdoK0m{B~bey&{VZAN-alHR?4x$0Nm zyB7YLfV30uUte2#R+i`D=#yE-^lkt0@-omb#Hp3JIa%Dq$AI<5&!4@aGa)|}6&1B0 z8}R^{mRD3178ke5wGo!ltu{5O7MvzrwHh{SNY&|iq8pI4zpZPzTC;ZWO%P`zLG07V zk4Y&hdzhIEknd5@a7Z`oK|_ETh>DILeC{LJV@favW3my)r!C0*8mMji4%QIQRFb@+ zqW2(^KyCrqOGro%KUuuO7@PmYlmAs^VTwxe+=s~zNO95mMMct*uwk$NAu=VigSS1| zJ3CTSQ>C5zy~jHr3#8$Cr?^D_ZG*? z{tXhvx&N7!i%X1WY|tAp@cH>S#iKdCDYLUA!{))c)wKC)SR-e zgemSoVRS&CKhCFJ$dpHm;o%`AMY51HsIB}uEwD6hWZ+I^#2;Fw{Uld~goRVYtu;=Z zXb&Qzz(tfqlYKs}p_%rYPJHV<4>PBaiU-}aLXJb+@sTZAb3B1{MIL?*maHSCfDJw0aMen zyR(PVXHsM&$DNECTzVc)AK%^pnFXY-se!@HojZqr{0Q}AZ=gaB0)_*W2-sLoeEwVk zPgB!C@GeleA5s-QN2sli2Lnd=|ZSB;fGfAlq=RbV<1Tgw5a+h!k9cj(e@^T_J0+sFN zCf;MJytSGz!!4Mm+e)915Ojzyv%c>7pAR2DF5z4Pd%C;1HOkR_6GX=i`aM5CAN^iI z86leI&T()&4<0-)p&(J(4SvJI!U=4eCqt)_iQtgnki(OD4?}~vfJ3fRuZoX-Y}paS z$guPT1s&DS(AYQwj0Nryah7s z-ohnzik9pA1I@XC+kMTKYU9|l>%V_nRB^w$ZX?nblyttqd*ORTav*R#0pp@LPOwsQd9(u$?NLX7CFlEpYS@$%gdosl+uyf~A!^U4Y;(+S`BW@4r6W6pH@Aii6_3hL+arFJJz&-PwMzvZ?cYjeNUg+{IsQIW9?)9$Oi7}Qs3^p=y?88@x3hiGyT=p*4D?eyNIoq zvvag3d*D&9`tI(F@QtIk`GSDO)lX;T!D`lU|EbpA~5!DiYA~d+mCXK!_ z{`JtM*=NN!n>J$uGX|dfbiaO0tr83LmcOM;)WUIE<=sZqtgZJWc$J+i-?H4 zl%pJ{5YS7Hx_$eV+_v#DWRWHJrp8;Ir-Qql!+iTDpB$j$lD<%$+n%Lk`}BPct&fMS z9KD0`TzApAdS_c(0YSl}d-t|m>jWKgl}!aN1{nd&Fc4H{#<<5CGBkd%q=ZDtds2Tq zKzDupSg;%5;gBEJa*>LaupYn+z+h+3a`d<jwOniO4xN~qFp?;LE-!J*DoDjMr2B)mbKfl zv7LBkYU=7ZR%^Gjv$LN(5$-vlJXF%j5%REVczk=Ip7^c9-_PWlyiKWZXl%I{96VCq zK)dg6=Z5anPD;u(ULaa9?8wFd`7mSPPWpA>OFdwW-BX9LpP4g@S^a6_k!MkRL=6BFa(yOHQ|gTAc} z+XMt%zO!B+zy181F?f%c-QA~g<|QRho0{$gez67XbXHGq7OW6aB>=aIQsv(QzXcN$ z6R7RWPEH7*&w{eDvWE|U`t->Yx&`VZZu6*>eb_lOP5ClO&b~Q`vG|46eqppo5ix7`!ygYpg99y$UG&I zx#wsAb5~fNfPYG%;)T9*qFaR|_FSUg9UtQoIULI-uAE@|OGf%)uJ>F3G-h2x!^8iC zNGjaPiilbHaU-MOpsZlrK>kr`M$Uu8N$fT#NSyMDi_hunXXfUHA?M#p*J^O_lIf5# z+j})J%RcMy>X0s1hymT#l_K{um$kkg9cr7ncp&Q2HeWE1=}7f49P-j=CT&Q!DSN$1fQ({sYYl~5kUDQi^_dl}<7RFlTbscu(c&@G-COr1 zM}~H}#ofQ^AMonOo&gJ)QgQoHt^+!$RMg%dD=&YQcKVEqyO)q~_`*v{)a!E}1_wEz zO|!7DFfuNzEj!Y=3^X?%JAQn8wtnm9+||ZnS1&IaF)=*5COOImWlPI+K*HkUS@?wZ zvaoogCnT1>V?kR}mGYDuqlIjtH#cVn-WY}kxXSpqMg7{R{l1S^Kxw>0oN2X@mB0;+ z3Irhfl9SrnY!VkKk*-An(w;ncFbvB9iwwY;A22jR?TScXRMgw1P#R)yo08&aXV+Hx zD>!5K&Yf-`htRAyU9uvJC-VR09$=5%+YwI4K*JskiQ|>KVvS5KBVJFAw|UiumHfV_ z)71O)DZkywwjmXRkI)c!dDS#E1t23#Dk(Csu(TCyF_7JUdy=2evS*JbHv>XeOqrJv4@+JYMk4bvn;k|z%6kTOd&};#+Q)udW9r3=WAc6S z`s{a(hm<~O40s?oIW@(`$|`67;bD2XRFcF^da1*Q&(`@?ylDcT;pTn88=((Z8t59o z)w!VfuiKP@j`RNf{=L7(lg6Kf&LlK66d3&M?m_%>?)p#0fqQ}EKjuftpSaIHe|WWw z)GQ_8cgP_bqg}bHBx(3{zkYG-+-U`h;?5m$R2g*jgB6vP{(lxieY(GX{R(8Rqw@*cAvw)GC8Cc*_ju4j)JqZtRE2|fc#&dTEA zjRQ@DU~Y7qJUl#ScSrA)3{xA4X$o3-FpzD?Tcp3U;ntHQPDk!ou0D!T)if|OAE^Bs z@z;3j4TIZ-8a8*r&rLKrLEkC{OngxvqKQ?7^kCH(_j->w%ez*0sc^S7$^Nq#+pvy zr0D4ENYMJxPzgR1qlo*@nD5y{mPUfxK~;QjLc*oSQOuKW&d0>z~Z@ zjb*Oan~ZZHl8202s;jG=1_W289I1{!&_{E{K%RWq(a6zJ_;0Wqr`J8ql!nezBxnu5 ziG%;yyiIb0&ePHaG$Q8p6OE79ZpcBs0|Q58Wr@-_@~Kj37w#uBlN*jb#Ei|wi|b;a zV0_%$yBQu5BDN>4{d>k|3oo2XK3?84hK3U!(d;*BDEPQLSnp+$PeMulFwbP2B5zY}$@dV5z;PZ8mW^Nm=Rb!MT2 z8a$BcX(#H?g^fBL9Wgh;D#_26`w|ioh;-tW@5jfo_kQCw(o$B;D=g&Lv#0mcgPIy& zZEbC623M{~SVw?WD%;JDdkhO}$v4P$eHNt1LzjFqUB<-{7EEAD-3&z?-i2XKJdoIo z3{iN3^YT`vnp2Q3(`DU8KtZ8LS5#C4-=o36D=+`Gr{`X269V9FLc&h+y)abXzI{75 zSar-a0SNX*fbNbRx6hq?Wdzb6KZrMs+Cu8QAcD=nuWnG#pVZMgYheK?Zfz|UZVTc` z0k}oK@u1^CE80^W1<<0RX62MB3_N$dp|(GMEW{Y`F^8IY=gy$5J)LD>OLFq^P^m5I zd<~Hwrew(&Df;#W?5x!zmywp1c;S|e^0GJa&|zt5MJU`jQuz9+($a|qZFTfUNJn43 z_#oe+Q-9lSxgM0j)OhgVL3C=A!9X=Pee78?&~@+Jy=fcF4l5XXuI1*cSNuUcA=YOZXVzOvLKFXNGwHPO?fk7;%J z@-(zGL@OsZFR#phWE$!$Ww5ue@8*TLbB&;mN?M}vS-g^fg13B-)lB8tfW$gF*2wdl!J@u?skVthtH!)MDIRO_y;fw zxd<&eSd06~$(|G32l)6d+1ZW%{JEQz70J@*?AdoS->17BsXq7jD?sHTR{% z_2{+AH+xc`>LF(*XdM(41rpES(q~>F)nV>>K&vBofPT9MS?v}jHu;v!9#~^)*(xu zZjssBjH8xp%!IV#=;(MWa-rFz50MNqJIdcuGn(DX@@u0l4#&VHEDQEIb&4_h`bS?o*+#!>PPu#}4_JXt%|mI#g5yw+9_oI+K_rKHxa!pY!6g22lTj~ZMQ>{@U0;0T3-3(^$-$)rH;FIu-xwb=)y79?^wY4?ep4%arZ+>ZdBzbvxDM?9lKenm&Q-weEVK?4h zzP$WyRfd|zNlI<)`g|&U0w}_t?>we4(rT~-7J+L(LbwSMG6w4_s;VT7Sro5(k6H4w zva-H?lKqTmVT(|^u%tbn_27XOC>T(U_^m|G57#*cV*CSy9HN1Z+}gnbr_2CPNnQOF z5~yScGd%+$7!YPUWx3+PgP=d+h$w06C^utc;}+MzG~^Z`LBX355eawio?oa?d7zI< zrmm*;f@|wuxSgFH1PxM^Som1r>)@tT&F(@jgSmTcEq<4laxVP4KY!ZbadUC1Q?N3t z1BhPR^nHhPi_#_|6B83NHfz5PXs7MsLZ-?MSuwAx$B*Ac07OT>r=R_`k$Iw;NzCfV zk?G}qw~A`Te{5=``EXU;OHC2&Sv;LNl%D=MK*~Dls|DMR7B|MrA~o#SNv3AiwyzFs z+D4D%2d>ZdH0)F}OqG6jce2#u*wl;~#}hGA`#S-v@04zhUrLs_b!lw#my|kZOn!mo z@>*9B+e+fZ{pEGF>uMGj7KmnJc7?^BERB zaY;!Sp3Fd~p))(e6-YLS;SW3`Br8~*;Yn?4Xy8U}hR_K%6M88f9UVB|J#U>OsBF5Q z<>uPp22do?gMa+^@nKHRuj%QL(NW_fi)x2YLU{9Zspi8}_$Y3Yxb1;K4U`Ca49Z|x zd3j_7*l%`}KiNaj1Mp27bIj?U=)bNTMelKrbY$0a$@X+Xt@hu0%aX3IT1Of7GBwJw zKd9PbUrQ`Mmd9pud7jNL!&EivAfJm+&POQ?F-~DIBX<$j#ozniot(@NLxGU}q=myJV-K3icB}A!)VZKV7yZ zLeQo3nr7?&Ch)@Y0CQwoT3SNFE^8rf|0Y@QD?bHaC#jd!Ub|Man<2cFiGjR$lr8Z% zmw+1gQuUo^Be$axFRW*{+;^SWwUVsemD|F9Mpb8IC~tqHHf5ERltHr9%uqcH(N}-2 zfrf%sH$7DuKzCbX^mC;zKPu;s;IhY$A0xDTw~%Cgq1OC%!3tWxP z{lzj5C9joUUt4M)9NYv`0ypTw{QPiSRersK-`W!X5K(sMf9^HQnH}_S@eMO0<4C&S z4K~+LRjk>?8z9aS51RMTFA^}W+?20zMQhG;aRh8Gw!mGV_@uH%lfLu2H*d+to zcXD80AbP$<4x)%%)KOZuN0C3xlaqpZ$$kiL$s1ZMKqmqL@VPyp@Gn}h(FP;v94z%3 z{`r3yOEw%|CEA=hWApHHr$OY<{WprzTXqLiOO}rBE#=zm=zLwIVX;px%p``Fd+VTw z0l7-e5|6TcAskmBDD&bj>56{$yVjbVf#$pw(j7Zu@JsO{=5k8#F1qL!zRQtar&dw7 zP)t64JkwIg%XmUpR~NO)+?+TmXu$mYk$PQST^c-I5ic=bh@KR!C?4>ptKy|WLnEU~ z(AFBg>c%>|&DIzB)e>O?}4%rGYH;kU^y@JPe$ZxPz zBQ?N?6$2%?GU}kD#RsBDF2c>-&~BN5R4!e|_w7^_lgL+g`f8OYi9XCvz)K{ZA2H$$@*?d+X`L zpYt?TKH-~ZuXtAvXnFkjaZSxUcfHx!YsrX2Vi-nUGo8J(fIj)ZsR7_>Op)1Myol}rI2S_#t|Ost zv5*mceb)+1%dWy8b&UR;2GwzH2JcHl=c{lJV9JWt3|?GpkHdGs7Km=GB_KX7?i30h z-X0JljAzzXNXP)UC>ezX1^hbqm!>wp9AKtSK4~-5K_-!$ik2!Rc6MDjX!x*411G5xcA)qR+Ob!BUB;c^@h7oLP za*}20IZP-jv2$~-FCJ|Hla-Z~85fuYakl}zo~!o`EVoO^PdH?Fq!FA^pu07@Y6 zx2WQ&;lQ@AhtUG1q6h2f=ukqxh~To`7pgj(en?R;@`e8fYk0Fb|7Y;dsc>}#b7N8n zCEV(6Ahb;UuuyCZ+#eDenjEi#bx9Es5#qYNf&N{Wsct5Am7Z;|vx-Z*tW;Y2$v2Sc zF8i8Gy`gW4;7$Q<#f$mnEOaUw?@HLO9h~=$4Erk;5!0Uc)PB3-cCuV~F#$iN#1p2b zrfzQYNHS=!BX8XzGB4GM5vi%{LCWWQ0#4S;T1Y3ZuK#g&b#*;?k~U2jdB*6}DOCpY zNu?L1z`)?iLc_x)wHs!)k(0wlJn+J=wx}rj3pxBd!iNq4@i=K}YW_^z!OyZ`=HTdv zzW?=V1;4N`+pb-Q;n76&%se_x^6fbe7tVQ4PY)84nTg4Hj&Qy6S8kK~uTBs7yC^W% zc5j%3hr|VS^H&`h(I>e=KFV8*TtCWxTLblCfOrG=!97Gq!f~;@kxflQbA&DaAo4IB zmtsLqPK9+VoyG>mYJ2B{V`-_WP(a|kY-S<+2xoEsAn8(BQE{97$O6DVzAgUl-HUev zF@{LAaHRdnDk_>m<^UJGF*i)+{(C<%hOjUZ^Q?zpHty%omKQ99IqID|?*KZAn3Od1 z^~s?{#~{Fz+V!AN)3AvOpPi02Q!&N{tjipRdEJIf8L4$i>TrHc4>Z(IPEOXOwEBKC zDLLP`BHs?`vE==7JfZ^qV*7J&&2Pr{4GF*mgi;MY@m%(N3Fgn`0_SI00h-vF5S`13^CJaWv7V-(HvzZKbA9SU@mf=Af*@#5+H)75jnwpY|7U&Ov z9^QJc-B0}ro6fE&%KqS!{JkGP!qaNa5hC0&xf+Y0XHIGk2AgZ8~h5c0zvwWDe$R<8L{8gLYw{thk#&+|%FWC!U$P z1X5B_nIifTtC-NyIeC)hm#qRc#8GgLC<6!;&~->@I4$A(gtjxI-eM#*DJcoyeq+Qt z3r$WM#aURaB2WM^DxX~k8ougHem!P~%%8bF$jcKL9Sesx;!?j6#!X2VE-Wm3qmr7i zW()xv9OsJ{Fpl=_4fpFbuFLS^c91>9dd^#9!TDI#=_rDK_QQwY$H(ogt(%3Hxe~OF zVk#0f6Gv<>lkqoKSzBA%{H^V*3Y@ceWu2X_&^KQdbwgp5d5u7o9mdKavzC>;AKpJF~Av-W^&EjnVc5w~s?o0Re>D6HcNr)e5bXo3?* zq`z&nU;%7V1S5adiH^|8VY9IU0vGKkj8@u)9W_RFzV_5U^4V6 z@yV00=Gq;yGx##}a>+6-oTIs!ncwh_4>rkY(YSdlD2j+g`K8>9ikeoitqKWw2@6g2 z)i5xcgJC<^&@949*E2X6?YTR>>zXik-P+=wriYgYbFT#JPmvTcaB|K}O(Bv|{knR3 zw(nUFI&=m|u_GNRbsc3wT1Vh88UiF0TJ^B?`!_UhFS+%JR_$f;ZlM9bKBB<|_2AwVBx zWsA5<1qB7XbAmbE9Q2hTjHLqKl)i70{P(4`>wo@Ms6Q#}S1LI7uvqZKnw~kgrK;O{ z(mvN;N6$Y&g*|9q30^qki2HUGhP``}F&%HkLG5~2QnCz-+EUTM%F417F%Zskb2COX zHa5OZL7F@kM%ySxzcK|C{)$)Y!ngkWec@f3(ULos_%{+a@83GysX+PpfRxl3b8`Sq zB_I+0^%Ey1ASRkn3_BowGFCi)|L}9A=jpNGoKHE! zj4BPfply-I0@mj#PR?#$y9m7Mtv}|*|-$E z13h;W2zfXKk}ou2H_pi5I?30oJ}VI1753ee?u7u`_q_KK;;}pVJ$%+>x3R>Ntw*AR z*nma|;)iHh59UT!P9*9Ti}$dUAbv+iMv%rp8Qvy-wKV)7&CSigW3FIoK=fE~gqtr} zlAgL%HuEvcqk3Jc#h0PHJ#cdu6H^(Wa$ld>v17+HsBUsoehkRu(z!2193p~g=rh_6 zc!^+HA~XbII13dES>o6D`0CGhY$PNk1x#+CgY}MX7e=ypFa4s5L)iMmQ3_th+uK`1 zV>|pcLkQy>eL<)#kmd>JZSYDFAz+wqti?Pc`UZ!e*K`Uk(%0nXTN5q3par*`Ocl4?yjYHea*^cbs3ZzH}6kf zAd6olZBO}3{>;ys!WEaq@0P84S*nUwGePi!#EoBF{kg<$E2Y-#n-=%ROua#o^ zKj|*81EYTr@y?;A)NgId_n0;`JOxyYjg7^~O@T=%sqcLk>Xz-P0^Z(b3OOb)o^tmtGXxsAqR3TxiqBz@hK$o^G3fjx zwn!ytKOnNAwUibYhYyZG&_=Xjm=hs_8dHkT_PB|4|E&mIn(R178J}9GgKX#*mzH+) za$h-2+Aae%38iZAgHI|2?ov`xVyB~MRwE-26-QU1K?F68V&T>Cy2Lds1Up$ENYkYI_hCvwu+UA35C}yL1zXTh-M_c(bZU0BL|jw7 zJ`}L&f4R#+c!hpy&xEj6+-CRgn~D1DN;Yi`2O-mgY(1%~>kO)eGMG3+f`aehAl4}L z&#wh58*$3h^&0{4MCi||t|l7X;NS+A2d=8OVQ)(1O7Ds4T5BIyXPsZob^)!)+kN9V zwFBP0VzuKWr(8hW4Z9oqH?(Nsr5Djf!Jt}n0jnm^^Z^NgIKZ6{o`ohQ!6!EeZWM~~ z;^Jaybn}t_w?q}ljYI-ujJ)aY;qg+AhM*MIJgji^C8kZxExXDmEbjCH1O? zMp#e~Nsp;)-U=gwjLEytqtfP~1# zJm?9T#yHrZoulf}l0h)|v#GXwN>jPKV#MCJDI&jZt}Q#SxZmGU)5=<;;RliA8XL=d z{Fs%4;ZGdrg^jm41qp%gLQ4=mtpI>%6XJeansQ5xPU&WQojv@(e{CNzZ02%;BBP0t(37s;a9u*^l3vd3_U%mJ?SrRA%U-3DYG_zRaHtQv8>-h9^OB0iu#H=Rsw6gMr`&cyk5~x3@ zc^Zh#@v)E_d!};9^9E>_%Rd>PW><82X{Qsfp7Q=;n&;kyaaRw{kAc^7u@MC!g<^zq z3Fu0hpanV!Zbmjqo0CMXk^}8EaC1Y>nLtg9OYu-*C?dj>fj~(70LJdk8#eI^hOo;Dgtb>d`mlFm#uz(C4z-Bg!{2w2hVcoka=_Ape}1>6yg_p}*O9o9@x-T* z(M4XJj&Bt2oETwj(%+iDgEMwDS$-I+TcC~(VV%K=6I8UTq^m7BH0>89%9NN01dlN! zGbmSp%>N{6?ErW&c^{j;JM~y@Ib|qR=HM0=d+h(iKqos5NBWQ`J9vp2&nbYGBN-F~ zY15|{+u;<0BzA!LS<*H_XFN{o^w+9c*d-u0y^_-oxG-#XC~hz;o2^{&l}JzQ>EsLI zE}NtjZ1Ggok=>+{A=Agu-l^{AR@%91*M|QC5J+S3ga#w9IB>6nSVd#!DG5L}So;4?{D;X<9hJHRO+xzeHcRk+@J(bF><7gQUx-@bcS zf3A)FAQQoVWMbj~H#Z@>nLscR_nbVVA#hyIdDl^!|K$Zp0~4%XFuFu$BrL1qv%i;N zzj37vi3QQ&h3B58sfroY7!06=-65QhM<<4Iu!Vd9?Fp!om|+8DrZMj&Cf12@YK+3G z@mO(;jg?B}Qxs;W9U+(cpWe9d&Od3lD@;N5r40TyzY1ebUT&^4hT>pC#aGhP(!P{q zB}|XZ&c<+4N|BQiOvWZBiES#>ND$T5X+IK|EYMo&>8(qf`@Jl$x7;)*`=Dq!m;Q)P zRKCZi`v)V-zL0az!L;BLKsq-4=q`uK?N4JM6`exqj_m~ViOEUbG`Yk3_6;LUh>v$} zJCGSD*BVIlK0a2&Uvh@jzqZyVx9fFDEwc_&VdK`-HSVY@pI>;TWjmbioB5-mE1+!^ zCOfzSgo|w&xJYo&NRtirIQh)fKfnSJOZprwV}u8&U^u+RoEOF$NTKkQk5F!HY`ej3 z&ABUg>#*(1df^e?!@t%yBj1SDR6Ad={?MXy>b@)!b4dpt4>UA%^tB!nr~Z98s2|KU zLj|?Jd>NxwguoSGZH&5Z!aHq3F;V8Mt-RK1E^9o%5}5fmFaW01XAW)NOUQH~u7twslY)ZO zyLVrj+lJI~FmD&&6$#1ivK!!H=!*VL$1I@1`_#wDj#>TD8KG-cL9Z%H5>is+ZQp}5 zO+zZ+DpDq@4}An58Q&H`n(gmjbO|%7Lyk}~)JEb)nMXf>00k~CP>R*a-bV?w!fNPz zU!(-Gr;i16Uk$l+-8;3du2h(-){{H>z zwc?9Qzh3HzVJM2G7md`cw~l?TnfNr|6+W@BdvXcKbwMrZLCC0pOvdrg$1>G7kE_02q}i&JB;AUz#J7LB{@uCupAx*C4$p{T@=Xlg!9cT%hjn5k0SJ*9t(rUZBpN{s#@9hwNVPHW1pen#GBVZzM zYN=hjqt~HOo;{yNUS<|P-T-WQqF?4Bki`}ki$-Q)4;_r2gurk}DTny^b8Bkw+liUP zq;=wi9@EQV&CjjhA4bj3edZX6d&cx?n39}SEBk{1xh9K(m7AJJNM1Vmxip#)cc}mH z#A51#GI(hYP%Wta^=k*PsSe=~%k2j&z(5fOH2Czc*l-w$ut8_7+( zbrNq4oV#dQ@AkJVMbGn~Z0Wv*(cGjy6SkN;A*{iPy!`x!ET0qYrzkU_OiYC9^x@4u z7{|DFjmW5WbkJjRfWT?v;P86dyywFQ9$wy;p?f-(V9)5eV^n35>s%W3%ZgC@eQXS# z8`v!-F(?9H)(JCFBI-cceGn$4E^r z1lwdVsC4=AL44*LA95>Yu$r3Mc@Ah$SXA>v~+YWytHI@1J@@YBVxe}TyKE> zod3+b_!KxH$oar%w23hj+X&zGfq2>UABOTTn-M~6v#tmz>$FQ&j8d%h59J@2@+eK- zQQ9DS>dcwv80ZHt30wzzKVcS~t^?+!qN6d3LI~8uSZzQ(wsxg2o=B?UV&1-C6zeTf z8>}Jhqi?8P&Aj*b(>Ih899d zscf_!Ci>ox&tXRccTcPn&E(s*4Gauyt&YZogpflN112SSb4I9XVg9Sa!O+HrKbRYD z2WJ|MWRuvb|L-x`YBgx+pvM7x@YjrKtZyeQ5e@Y4V8g2WugpbY1Ind~7omv|X>o9o zY|>5*(t3K!Y;-XK43xogFWe%6wyTEBHi(p2JVcLzu*5rg-PRVk$wgR~1KWZg1nZq- z;T(eH~?7>4X>h7d{7rAPNPV8nSITCh~zave)7jAie{_Thw zT5hZZ`p0L|PI04ma533Cuvg%)pQe$D(V1@woR%CD4s;yUp1 zy;G(zI3@gG4poeSI5_+05f*)200tAIpeF>%YJo%?bG#jc}jFPisIp-7@ zr>o9SCe72`(YybJ!?gi3R9+q)*cST=>4=P#E_`u*9>xg8tJ5e`c#~Wu`lP35Rt_#l z78{*&7nwcX+^aV`Wc;z}x}TqQ;*o=2hQ!6{A~yC>6oE_!$q6b4GJtj3w!k1~xICZ| zq1BdR-9bE$b5DFlN$iV@_!ak*_XqHOxb%81KzE&yx7FnGP5CkTpWUISzg(2oWN*U& zE72@o|15DyzL-U*P-D|j;yuV+rX<{-&|m0*5h zlpp*En};YkZ2n$to3zj74S5+x%fZVdlxSUj}^4t5zKGF?#d*xc6MeHuIzjzUQ2nC1_ zPw6LCayor^3S_6MbdW%povbA1&6johI@{1LNKlD|1#x_83R_Ng;&KC>u?W@I74wO@@Ax;ZRhm3*0bGnz08>YhFc5{B4P})b3 zyy>(RdAqaU+qyeaNwV|No2oBUZPZ?m_EPQ7({9WZtN(`L4{H=ANa*NX`#1>c;uqT( zU{i*a<7jWcGvXyS=VF$e>nGiI!dxsS1GU_G(#*D1-MxGKv;iGCtKCgCo(Q$bm>BFY zBHmh{Ap#cmNt<<@oKqN8GCFrIVB!Ox(`l@2oo$mPzihyUaAC{Hqc5CHiAx@a#3 zoseFR^Lj55zKO%{qM|bVH(1ZolJgcG+?=Gzv)y90@yn09GsY>ec=*k96|GPwajwPA zh?Dw;luV-q#~L%39MIGfFD4s1bufbR(Wf2D-r!HXVaSP!@C45+>t1g%^Vdpe4gW^% zC)&q0diP)fRuWuVD8YHUX_1J%20fw&4v>kCUABRx>$I-!3_4?MSEz=td8e)EII?nJ z#UQ=mvqp!O-45(GC6r;HZF%*|DvcBeV$ORV3N`KrFgdfJKmnx_!|9kALQ9NYE$PbK z=Q&XCd>hw_4MEL)se2ymWvIg(q;kc2IaiNEU`L*~=~aXgG%!%DM0~k+8;c7tXmRr< zB{0jsDa=|dG|JDnb8-^l>{#p9#s!h|Xf^z7GRfE#WSj1nBhf)I8nWvxSyqfo6-!rl z@!9gib^nFsTG1Efx7wnTCB9z0pG7%ZE?&5)zP4Oo`{Uw)AMHPTx;1YtEPo-6B4Q5{ zaVcd~01@<$2LQLi5`#_-i*d087G0(+`#G*&0zn}tHZIyPZpEJ|zs|^&nm%>^Elq|uk0c5?HH(j?D>*x8U%k%y%46~8Co@$_2dVEVt@CeU z3fK8*mPe;Xc#u`1Z{PmZ-A!C}L`*l+d^|i?e)SPWFo1uaJI`E(6bqP02n{jIgVe`2 z=6)W1Y-RmKXm04ovqqb%{1?s*-jll8ZOZcCv^sMhtKMBJCo%zP3!|t$t=z0%#p#KZ zjygt6FpD&vIC)><-g;L4UHY#i_T>SVcgxBoKL!wJ8KB-l1cCVsy$3y@J(0d&XThxZ ztN%a=$IZTgv76bw_xyO`AM%CN*7k=!EIpsyQZJKlSXDfDnRP7xK$z6Wp00oyR zhe-cw*dnd5f7ZeZkA%Ko-}wHP>c>gn9vnSR%3B_xsvaBAw-?>792DT6&CuD8NQOv+ zszQ<2kjOPwQ+o*o^zPlexWt@?5B)c&j>KqWgYFpr)TaDEf6iMWYN=5<=M)t=>5`{1 zLkPy@?8>=j*pRHz2qTwZ-U+_8C9JvR-4~8kGA#4yL8UGX5o)Us#o)(ek%$k9|GS+t zX4Xm=`&0hmGgn*ZwhOmcb>w{SQ=cNgviwzmKJv+USKP0OU73Zmr(?p>eQ$QV zQBqcXy0;Jd1u6(n;k&}Ebfw&?%JMih_052fN&oz)r;}u0uR)2t*74^JtS*tQqXB;A zaP#5p!Loxh0ng=hqEl)wI0c?Nu=DwzOBi|}Xl87T%`PxEfb`yloPjR*0k;N2i0T9I z%~%+>;hGB`xE;GPFa-yN7lLQ8X<67J)scc1FVZE$9cSP>?dk6q;o%|Ggmn?VK_{mW ztaQoA2|dXV2a)?XK_PDL&SoQ%1MP1A29=Z2h_pJEym-%nuk)k ze`nlN4W2B2bYt_G&*(t;E1}@qdU29UPfXa_7MiJAf#1-T?W4>pD2O5gjQ>&Dmq%mS zMQ=Z56`^FxRD_fvBr{QOQZgh;AH9Y{U1MIKf+8coLDR(Sdmefm9OC)@co(-uj(e~?vlyAXU{&x zmKexJC~c4~ScCQn2Z53w+&0;D_)&KDLE<^6Oi;=@b@~0H&`?j0J^XEp3c?Ex+f6PW z(eNm`?_?oRapm5SdzIX+!z>-k*=2!OMbQ!HN#td! z^722Mnpj7VAkrkaqZgYuu-MGEU}h(lx9xZT^La)I>1LOSu2W@n-oYM9yuQe9!S2J} zo=7xvqd;Co4vcgUy%c1^=JxjY+;)>nN}4NAOe(0nnQ*UPKZ_64M|N&G z<)y=Swa?|{Vc(fZYaI#N=rHb~UNU0gesOU}v?;f+?f=^otArp9VpCpnvcr#!wt~9c zx3xix-3wm>B+DM`xh*0ZR(Zeq_Sj2{9Y?txK2YY=R_3?m$F_xL8=9Rj*UNS+7ZWuW z`SLx~@Z*+jQIXr5#Y65rc;HmKvP(-$M4wJruw}zv)p>hu-qxUNPH{W9k%d|2^pgBk zyew%x<~v<9R6DkCV05}&yUj;-u;r?%jpbruY6Bgb$vZ*X1yl+R#P)Nf_~A`kw}yeL z2vHG$r+~)#iHPa-u6XlVlc$B(t_`M`pQvp=viibp&swD(&&k>O5^@`QnG54M+j4_c zVh6gnCN}KwhahD_CYZQh<_o( zuy@U+aV-70>AcLX3EM8eoFFerd4S}h#tyjG$K>R}n&*}7+@yLI#AL&yW}s0R>FK{z zS7&|lUFtWWAa%w@nX#v}yl8qcr8Qs~=No#-exvlf|4=L-^klS!fhs_rX|A}1G!y}_ zHE2wLF8`{m6qc551XpnU2q}JLBu_EK~X0B(=)5suLQcd_mV0SZuAW7swlHOlwS}&WA|mu^WdZdSzD^ zIV&q-T#gjqt4lE|@K6)YUvP51xigdMx4@(pN0L&ZdoKw^WaNCrn-Mbf@D7ZW4y&!J?+|)~f-g~N?9q>1BH>?!tNkiEEs~C;=3h5B0T4oo9|dGUfM89y5>31rh#Ix*c8qWlouJezGBnVz0L@bcNS zpD0A5Ayw)qO7a_o*as$KVW^=OtjmAPwJ5r4dRC>>>7PlOm!dZctj&^lF;FTHrGf2` zYyo{faq{Hs)YQ_z^Q!^sJ%E?e!al!CrKc@L`FwL*H9Xm zVczgVE(0fXwo|B`4&?bvB55Cos0?&8&S%@s^+%cgo<2jGY}3V|DA63)ec&J=XrTep z36+>wm_ohaOB^U8qYUgl>VtsUqEZ}w_wFUdt@zLPe)u|lKnofh8`0T-B&GXAXARb# zjm6(DOvKI#YSJJ)1AJA9eSv)?h2LB19n7ToO`}a88X@xyNp2vhwr$@|_zZ1YQGSwI z;}3vtVHcYNOR<|l{(*T{YxIL+ZGB(SLgx**8SbsZf`WY@5)xl1M8X%Uu>)c*tfFF? zY{*zq_q4A%fMc>|*Cea-}D9Ps#7+{&1dxX1$s(EMr3J|P-OOGjr`b*?4b(i9 z0aHWZB~0eWVH~MbuZ{c!%@zr$e$vwuv`x&Q4ZDFFi4=42`g9+5?EM1+%ZrOjo|AsW zD31Oe#ZN#?p`%MQe(7jvpu0e<*8X&j|M`{s2+TWYb)7{);>()D#7k?$%oMUWH zL;MvijLU;bZ5kNWa1n1e0T-r-n{~y>-Lp|D@F}h)0d{kDV5c#8`k!-u*CS zd_QA0sQ1~%MR4_CDx%^vIi90-=g4=tt1WFh;!$vbpkwx$L@<|1o`i0VPm!(W8+{Nd ztgL>}Pb8?nOpDFFcubPy$J_JQ;c$YCsIUJW4hJAstUf;;!qArktNNk$?EqnAaP}4_ z%a}%g>QIX%7Zs35?4rky95x^+Fc7mpF}XzOe-o8Fw3U#B%V=l9-Er+C-kJ)!g>X(Y z^YcXEGh**)nc(+Se(P$)t2w><;SexLkSamh?}e-bSGyA_UXNIRLlS5b1q1}dD&JV2 zZPWqY`Tzqs)@D9Ks=2a z0wt7mP|G+35-gM#37^#|PkbSN0Q1hB1WXJ^JwX2k9GoXG$Vtb8w|4$ZK~n3r!N}1X z0^|*xz>9E$4afM>W9Zf1;rKE1?22-8TXCWmLJBH(`-2GM_akRR?{?1~u-5F*)K}uY z`fmt}y)b1x3p_GN`3VEPfS};l0cgdaLCH$3EDR*lM)$}_G;}>JEq6c~1`ZahY3MfE z*GM!~RQ1oEh5V>N&NMSI==VtgUc)osa@4ZOYx6rXdC`ezRKnhc1O=<(RLR&4{jf%P zt3peZaSW$6`LRPC{{-sjkZ}gn2J88zw>P|M{F}>C=b%RkI0}S~PM;+{@0W4`mvtO( z zAT?E%l?i|}=+C4=&%glL0+fmsVcwk)7sMq*MH3a{JW%jNC^puSm6S|_B-s3X$`#M( zoWZ`n+0>K~DX5Sk#Nqi=JSR!)fvDCCf$qwWBLq+Y!e@ARm`Bn5GDe#O1|dOAjHzq% z)*byyd8_36_Y5@Wvj=8m_zIIXf%mb8rJNMnez*LB_=1Dj{9HWDyd;T+jt&F^Mw}{B zR|lIftEst<2(EKwYeQ1=Br&b1lo=-3DWBWVR*;+P3L44Mk`iVUt-2qI=L853=SRya zb@>arZoqo&;NXC$@9^*6rS7|JD4T5OAa3+5DvFTYM`$XXcfKt3bIafipdqjIuOtiG zxp%+=H$~Uk{mgiyDd?5S`2FwFuh)f50Wpcp5WsKjsL^B&rrVNEe z5RHCf=V4iwnvzoNF=5)VR0uc#fakA&JPuTU>F=)r%8qT#V76mNTXppqk7HyCvF`nR z&9Nv%BS#u_RR7CVz3&DezZLfK%JS0sG5ViHH$H*u4xts>@%-eaMU-J=v|EhB&hB@F z+D1q3%!`;9dG235zvl=~Q9|C%!((D-C=2-m0REx64!9^*Cs!mK=hw?J+Bp7=MI9yh zX4`Bl-DE?^ec921@v-8)(RjAl`#Q*(9Z5+ztg0II8Jrn~4?;ga$Zv7J0%XSBz6^pQ*+r$#b6eZQ{|;$FjpthKO|k6d(^T*3n{2aDi>m5B=#M}lqisif zMl^C@+ATWA2rm-K>TJ@4ynv_DOI?v|cjUM+ojF-qO$=Pn%i`j4mgBCOa>q{jg1C|N zmwsndQ|xH_ov)*Xp1cQ!*PYU6O!;@Yo<{W3dV^+kI!@U@ZWO7tC%EiRSeR*!Jpm!9U{8HrsWk>m`R*L2S?nc`ZO zyh>8M2XT9JY_}3$L-Ok+f+TUVb~o>5$Z+`6GTH|0K;A&#b4~Z|rdi*^&H6B#|D@v`oqlxJtQyEn zn^0jPBn8?Js}&&ofm#R9p+KDEWcs=1;i)fQ?gMuVn9QHGlx_XMCv+i+gwt7`AFpy} zs~1OGq629#tOksOR_)tbs4oA%57L7IP~12}8*=&tKsgbW?CB`R)%7C4*D5Gb9IbTl z%jua}f2a&Z!?+bD%bgl^ z{Qr9{7k7uAr(-|ae$BMpeQUkYJ$2_p6BWrfw#nDHv(|GZhOW>AhFf|bR};H8=45W_ zxW4906PA5DziA;{EGGT;5zeaAFrjN65B?D*=h&6cXD)ax^$4@a>Z>Z{%@;&|4UBk} zo~Ul#%PD_JJ^t~7af1@kxmO?Ewp@CAS7etMdk&}Ur5_=ugmM|Fnblco$YL8lWnYhZ zOKTjZaoWsvNMQM9dqwVcY8jS9#bbu6&bzy^soH&&EZEZ6-ilhcCqBLxbD*=Thx4CD zd5+C{XC7ANOtfaWogX_}`NB<=XaB_&Yxc9{5mqTCZr^^t+R^SY_A5hD*GWWH{8+8K zNIk7`=xooEm53eBEX(>a2eB`)M zXP#I8Ta8geL%9*N36T?y9U>_f^e?Fm#Y`NIvhE6a*s*kTA;0EMV9l!P+MnLynyIjq z7Ll#tNr{Hd1}bmVkIQkd9%s}!up{qldrPHdM83D=B|T53ePT=Zne6p1gq?S3Q@AL# zFdtb}?H}xHZ0tS$?fw&S9pB2d!*TmAek~U$km73yxHd*56h0yH>gbDK{z*Q&1DGu> z10ShuE7Y@Vqk^^gSq;SDzX;tna->FLkP_6P2exLhMcCH8Bb z`=k`eoRIQJWXFe5qdwZ3EYdHsk6ZlW|8uk{s^#Xg!?~ugXEzt^k5Pz~{8E+ju)SRq zarAL#*@S03q?Dx{8(!(z4J_T=n;_n*e5r!(<`XfVfe`kP&eL7@p34rNY{}cAG8~db z{rNuO5aqj$8>$PY?vyei@WbMp1&~KAHv7Cwr5CA zGOIc2e3WCtO7^2QPCm0vYpshev#R_fs~;bGXpi3*c+30khOCh5$o8gePE+1^he^e; zz)JugORjd?V^0gXlxi{7JiQx!Mlija@U77406JW-kRj8|QsVKdr zTrJs86(G6!rMBW|BDvP8g+cG1lffk^HD?)U+JdBP2HJ{I1SD&u2>@S#uy8S9%iq8M zci{oCCH~DR3EsZZ86`7v$%DzEb4mKsmW<~qXZnWNZ{3pKuC?>p(&?oR7o3gC)D$h@ z&8m7((q{f@X7!$CypN~*#G|jDJ8nmr+Ug$DXEjssS+#ih zySeT)Uxm(=KO1h*Z!btq-(Z)LcKNff%ZAGK+Q+fQL*aaP6}{FcXcDjPacqx!5}WT- z=X9lpUqJr)MGxaAP1VDUe{^ai`ePK;z3pV6pQvb9EouJ=UU3Tx1 zd{+7$^Xvb7dp7d9SY4fdSLn>U^^XJDGt*h+af77EupS3mQuMaiviL8z++VM@H5VLI zRCtzAwZgu!PJL*rUzBnCB4 zaRZZDg_*HU{lZ}}dLEpr2i06v#rhvFJr%U+h)Dl|Pbr!mfgPIZ#5W z^Fc=sP-e&+;;)#qHg8sc_UyTS0JHi~0bRnc8$l9s-gjkL&h(E(E59$O{8ymdZQ-`m zqlmgL52m2dE2!GTw!VIuBovS_J2~?2J}2>d&KUEL9A5qo)!`B)PXI{H2VsvXGnFrvVEuJOFnQU|-K-T{VJat9kD zukMTyJl(O_qm08AM+z{WKJxwSe)^k69cRe41tV)8e=o8MA5Iz;-Z7G(ajBg%L_zzM zmnJ!IgNalx_7q8+*ju^u_>Hc2)C=SN1Fhz(fu>!2om~C@?h269dE_pr+2)heEq#b( zR{-<3tjbyWvSdC%q022QbO8&U?7{kB`?)U8xk{bv8@gPhSJj`myj}NqyslYU!s}PQ zqDTY9*XQc_Tt7{kJM7~swpFL^@tB`yPTEj#`=^xI4QQHMFN1w0s2oqI`WnqWi?}Bh z^#1CLTJfG77<_*d*@UspHebeNzJ%$J%CyC~Tzebe=0)i=$gzACnLGP-ybu3G0q3`lZS%*`)&=-eccp z>V*E}yDCpu{fSidQGApvNM*+JdACj4r_T-lzLLM|<z7qo20hd zV$ytat$(E*3s2;nYj(MQM(@5g!b*l{V*3r@K%e~eN2L|Xc2Qf$f2}5zX>EK;qTm!s@_A`` zyKb9r(Ym(L=xYtKbP+qF!`EHbJBw{=EdJ%~+~^UClfPNi=VU9}cqJ!_@hCmZEW<2I z>Q_zq^Pg4SPMMGOH=C%1B(9Hp%^6BZGRbN9%Cp2OT<)uo@a29!M;3Qe+zYrV_5wCq z)Z!XJxjM@3y~ekqL#}h5zp-;`&-}8@2z79DnQ>y=FNqJbS=(5qSNEn_1`nQG>^Gg* z^HWh}LTG?k@k!r{9W`kLBizWkI_m+i?i{LY<5sFI+|YP05d2`-XpQoMwT_OpknFx0 z&GiZA!3LG&gQq=%Cg?mlD&FiVe{K~uoquEQfKUL80yDd3SHPu(uXWE=oY=3|%qS|E z|BQORdz-3Dg_A02QmIgwr1n_-*;B65Cy$$@4-=^&gWwGQhnfoYzkSA$BMoY;YV&7Kk#5+@# zmD2p7t5$I~Lzfhv`qvNkOwuR~;2_~pW_8aP)tH}Mi?ge{UPbYKS>7ihyvKd^SXIi; zK%LE*D}$WO+`+Ob6^W;x8*x|N*q`Uy+n4iv~%Q$8%pe&7YfrxX9u^D8#Q8Q2Fxa2&M>dbd+6ZDw_pV6?(Xg`jXRHf?|kpY{G6DW zKT}Z^Cr-uQaq67RTzh4%+!Z1(D~1S%3kLuI5GBNaC;|YG+yDT08w~j8Ho0LBQ@C_jGL-40d+S$617P<@s;A(lDrbYNzQBVK{9S<2DqF>bW zZ14iJ8bd^(8m(1i1snoHUf_oXBp8)o%dXksn*f20Gk*5<^Vr8BbaQL^#&UZ4vNnPc z4DuJj|9P95T=Ay^{?EDKqX3E1|2Z{{nhGZP--88LNLcm7{%5LS^gT?(63YJ`oX0El z|6uA715R~Z2=w!`tZ#c{S4hJ#+a4QTzFV&97y+Rd$5>NGmHj>C%^?Iz zuxJd?xLz+Ut;jK*GG6vH$3I>?)eq9TvcmbS;CtZW9IUJoqmx6&UH&bwASYR48ugvw zW;9Hi(~K_A09(`{4e#fBp%O{XGj|R0z68?!L=Ag%?!r$b*_fG{w5H>Opq>JDOQ!o9 zBMtO$J!fjP29DsXgcfw-H~c_7>~a0Y!-k7yFHq9bNCy7D5Ag@bNT#g7YM0}HY}Fd} z-|tI@62pI(6cIZDmIc8WsF{)#cA-ZBT|LDPP=2!A@8XhpJ<1lC^bO}-ha<2RQ>xmx z@YIORknp=bpnP4f_7@!SkDPF!1MVmcF$!L7^B-?)D6hCVi3q@XllQ9QLw;4pIk(7+ z)lGTjv;?$|lWD&zZudg}c4@aqUB7@nYbgi&x+=1|(O33LoH#14Mv`PeFXJD_$rsnB zDZQOe;)qU2?q!qXqGS`k_-)0N_CeXYv$7uD1M+rQSL};+bIC5YOOoG72dS*NUS7f< z@_tje9d3pC=OU2IyML>dCa>p$=rUL3I>^n0<~5oVu%hq|kAM$1mh*9qGuCD5|9XxW z)??BZIZ?H~Zqp9GS3hFscYAtnNxi1D+4CO$m>S%&LMc|5(CGner}@pbOX!zbK)<0q zZ7W%~vKx1Z0c)y(sa8i!yIQ%Jd<#dXnZi;}OmZRAESPAvBBPemP%){jUy(3o>2A|? z+Bajof#FCka{**1a}v#TqG`#%C)*DJ9E3PV?JW$@zzrt_jiInL6+*7_=5yfuO5Q8x z$KsQv3d;dG{*l-q<+GB>YOq1m$(eh8Cy%G4;A12LvA^N;4I4QELhh*y2Wrf?Cc5GF z%cy;;gg$mQ=R8FmI~xK)>)%6@MVodf;D`p~vAcdsU5PO00rH^x4hz zyhCyZH5WEUUX8-+K9C=876!Dp$!dgo!6RiDx6+Hq;w_!h>>IMGHZpnN%66j2sv_Pn zp7zO~UBzmHWzmu>ZBGV$mLJ+O6W)$l>tPp8+rz$k8&XAb++RJuGmkE496D3XP$w4J#Cc?LcJUBx(hGS*53d&VY8iWAs#p=H&pe}>!O^cf{Ab8 z?r3)>+KM{6+)(sWim^KpU!e>OT(P0Y|DI`SPdnsiUHerqos z^Pl9)=ONg^q3J;JyWnHK9gCS-uBGM7MNP+4^5vo1uISRlX!bCSRl>AN$0g9~@0>Dk zyK@K1V9WgZRj|$2Km>8HX3c1bwbAD7=yZ~hwnflf9SbeS+i7#;nT9kmv+sLHmHK*PMr>;1^VdabQbZ#|Q$UUkQ6uWHHXq&G6SsK5l8 zf&267Y~@A3wuxV#;|pK`65lJ|2F-o{3do`*BWI;$PoE^={xLY>LUhl=N?qL~SU^2v z(3=s|AxmHWqGbbHXO@KG;UoMHu;;D6%*MT129I6UC3V^Ko4&Wf?}oh(B&A{i7Rs@aiL)R6m(_!Q4zmw$9$wv}?=L4q&y6JFq( zf0rw7c1F$}awIstXKi&VT__8!l)lmi{wU-M!B);5l%5=dM{~iPz0M07oPRybssi###^OqL5RDs}o&BRxXUYK&DNf9k*dVMHptIihJEM|o_60H@N zfrQ8Fx)(f)d7Syo5L0gaV0zPam7F?%P&!D#DY<}JyRUC?%VWb*5OR*Nf`}8@ZdP_F zRIllJjGK&yA7!r1Tgu7I*UU`JD)0KQ5F5S$0w0-$wp;b2p*lib@{#h-`obxTH3+20 zxtv7@Q*`xQTPtGz=Bj4MRU75D;AM27trC}ss6i_<8H^&wdPX<gHy&eRFCDO2{R~2K6K?x!0lw4Fge8lCLv47wMoewH zX)pOX@d8rL$>d*cJ^={Ex6avnHkcrme=;h%&xUM+*nPQOo%#;y3~_QVl#p&FUl)B} zXO{hp+v{X$W8NS<&oUtvDcuwasv4lZzd{zX=&!!qi0CE4$`k4lnS^2;U)_ud{w zySJxl3YXxo$qvk$drv!JSYksjJ|6L}gOrj7Xo=Pj9BqqFAZ~5jPsrA|{Z>gHfMR|N ztI?@mE2G@XX~|)?O!4Xt*{NSaP;F1Fj@>4ZEyPGu7rcXRl)*ZauPw%yx`MiRA0AmD#<%Qw_GzgZnS-51@|Rznv3r1 zMCI3_;-<$WY2mUejFm50NW7_ZGuS`o5cGFYcMuR;jiBi_n(SQqvm((E&}NTwNV4bL zBUhJCRinxY3Pc7O-Q*f4(-th|9i$%bo-ka4Y073qq&(Or#1;vEh8s5nBO!?W*X9iT zu(2z6NTN-KCOTa|D$WF^o%RBohJ&DI0R2<@^;M^CYk7Weram){N(ilPathHTFaZ|^ zn3fy0CbKzA>ljqnjQId#d9qt1OBKiC6y`SmI6FX)bb3^ESOl3-fja5()syk;6; z<`7lD^Q6z_+7;q5>)N+|tVs{c)g$Ll=SKM$=0zLj61OoLPo&>tC8^dih?0!cAIB9~s|clWz*fMsc#= zeZ#dtR0ZUSD{TWxflXDBLv4EA zi9SIic_(rD4bwi)poT1@_HL0(|675Zp(#^24xIVpSkeF&3h?PP{t=n{Ki=E+D8sfx zNn|}s(`$+CiRhT}^w4)@n3N?9Marfr7{fQ#$rP7_TV2G?kYm+1l(=^OxL7wL&1YXl zE{TLDy^S=(L+bv_HIg%fl88=qatkIEJ*q%35me*VhX$w;9w*DY=L}1805vcMi`E-E z4Z?7fVC0NT5dKj6>7mAXh$IJ?i9*?m1lbSI-w7YM%c=B%kuTVbS&S>k%!t9)!-O+E zYuw!xBwEh@lzJriG=36_&T$UEXxNROm@~ELrE``s_K*yx*?5;t{xO)Nu#?yLi?gv< z9zip))0wdWToz&xKj*6WaQ!rbkF(lUuzGDFB?32!YATt^&eL=W$H3900`G;zaopjL z61MEe$fZ$X)g!b&w?4eqrv)!GyK>x=+f6%$mma9>>k7aTg&UgSv35=cFbW6bN258~ zbbW9B)2v{KZ#}{7AsJ~mUhbbis*x*AOY=z`3qOxBbU0D1L7Z%=M!Vn`0{GAx0-xepi4)16KajPQElL7!`s(kNM zdEvbW>B8n9AOB%>%auJ!n&(k>U9YN#-S0U!Yvr|f=96?xkgGE0XMN3}w>SRlH8`15 zptXYBGzdL_Dr&jb+~31!E(5~^6>sC)a<~iAici0Jx%uXUf9d^MzKj57*nB^MaF6w58Nb5gls<`sUKa>&-h2^Xp|O*NNJ0V-poJ&*B8-R zovJFl+-K+=a^rL==_lG>REanjV!z%H zx&S?pjoJ_1xNB!?2yk-4m>2=c3E)=OT&IOAU!MGz zwGLwl%!KlO$!YVd3+G*>9u33h!lJb*s3~;(HdQ_jQg?34NSvW9kYURX{t2FA_**V< zbq^5qFDcEuO=^p3hbmz7*wH-(bVBnH=jVz_)aXENOnx&OjKZU(`30XcpHmM3&dy_B zJ;!6IXT*{fm2U*1N$t=^Pq~Y=l@?O&jI&dJZXJ}{93&$rE6gMH@_4!x`Hn>itR|~i z^PUKdSchDI7>jyI>CeB%ReQMB2LQSZU(_87H@t}TpPM8=9ZbLTM6Bc7mV40M@7S|= zf?x0_zZl1-Otv_vm@Ne0YZb7{Tmh{GYFM3keng&ghB zK1o2&=FaMbB1}h58UjoI5mg%UN?A;~TXiIMf<%AR_mI~>du()+B-G+$ojNf-l;vOd zQ~MXTU^YNNRX)C?R7EluztN%8_(|jmBLF6W9()4YI&%^qps)2}-n{5FLTd=YeEIt! z4s~!^v5o1P_0qU*a>2MTfSb8uO(DS7RtYthGpn|%W}BRX+#W2uqFmNT2mm0TueE-o zMd5mTG2NO5@ekPgSna}Y*975-o+DJ^-0A5%RXj9&MW2IgkSU)hX5sS~Bm2E})BYj7 z)sBQ0?@8lpDB!6It5-M+Eoeo?8!=z`FJVW%0km-w;0X z&_SO4>2f#CJ3}Uha02wXm3iJ$og8fR3)he8xD%{3>H5|yh(++hS9q9CjFydTq$gVy zWLxqX&eZTG`5DYEk9fXobLv#yVf`o}mt(S(`1_1z+tikmc9Z~}oFE;{)Yp$^;VU67 zsT*BZR+QS^i;WO?6!)ME;|B@7s4;bO(PRNLw4dHCdqJ`qh9P5~GVf>=xp!#7L?Y|x_G5Pj{Aulx6NtFNf**Drp7O2T#Z0vyJ-2J@(!8IBKsFM++ zW8JT6t3%M&*S~A!mzLH-u#Q_pb=ys&H60V*>~cVjK7McPp)oo$30LYBq5EA>+a%Zpbf<9VB&z(DSqNEz;v6TjY%2tP1^@^svu8Ffc(9rMn`ha^NwmYijDc*VBu89zhS1v0uXjqRv=2e>>%84+6(#b`ptUw_>&APG;ij|_ zW`bREiUOP8%yO17>dDJFmDc?UKhbR;ndr)4z{xUhcrT*n5a`LX^GLgI^rU3vKG`mT zhTE+1W<D zm|wbj=H{T(OIDQ7<1wD@f1&zm`#}RqfR=EoKNY?+N-hR0X3$O}I~5D4iLFBoN2@A! z4f%(U!2wRlvxdvYXsuT3G_}mjlt4*WFq_=R@PRL`?S|A`!Jqy8Qve9ku5Uu@j;6`*TW0NfQB1P^(@U5e|L zx$3|l;C?*pb6t0%dxqbHP51JgzZ$7Z?J#YVphoP(_#+vrc@M<8-Xc|)T^`)uvLJ|d zu-eZkS{Y7lh`>tZZNGT&qxkkXd)d?Ok;OVS;J*@Rt7k`|%D|Y-1Uk<+y)W6ui&qE9 zTD8YZD@GK&&eqbAy!m;Fc%?2Gt$gJ^Xs`wkT5+s1=oQ&*S_oD!Mz8ty=+v(6q|?dr zpFzAE$L6|kF3M642-mBe07Z{yobDU_KZ}_42B~jSev_9Wv~I_Zv=$mZf!dOg@}Cio z7T)P+^x-_8@f4P-AADzA&40hz?r!Q7@D}Jul8BraX$BneWPzaDzMoy>`nD*N&t7i2 zlDLV{;8*Y&&j6T={VToyG^&z{8T5pAE33x-p!%JNqGMG)g7_~T=^O=d=tIvmpas$R z;uAH-Wv1X(K?n)sd|Y$gJ}ziSDbjoc0Bo-H83=CV$Z!e{w2MEZsmMWopcz!*_UKXh z1prWcJeVtkJXAc*s0oxREeSP9lk0ZgEgdY`4{>&ueSNT?#;T#A!Q+c8ceOz*%-`kq z?VDwJUw+tgXM*k;DN`*piCjk+w=%0HFQcq1;(N%u)2_;E{BdlML`Co1fng8klfX|B zIhkR9z+J%W*zc0S{s(rz@XV=++i|N;tbcDlL$|@Qt?H_KMFJ0^6SD@)aNqM*9cY#8 zP1ruTW8_Dcf`uhFd?j+e?V)E*6taW03iXiLvdBQ*?vE&8{N8worLu~o@lqC?^HKQ% z$6}Uha;5q-{$%NvWLn!-o74V=%88yk9jT2gLx|=^B9^Q;?7OuZ75c^E9j|tFhX5z8 z-np}-xY40oDM^rb(5mB_hrZDlUffu4XH>JbK^G7 z$Sc)YE!zI>IG0t=nWIUk$s#~KY2IJw$6&t%=o-0=)~|>ve)sgC5nXJV`j;cW%4Oe;i@32mqsymS||8-XFC?_12`@EI5x=Jm7RLKS3`xb>M;L!WU%$7-H_@fpB_#YydWK zMbUSuUO*QNhGyeXP6`mR`uoBWTD^4wTG9LJ`pI^I4tB8*1mI+2kY1=w`4VSAgKz|o z;c&gdDt;wtx0+-T7x^a%w>tqB6r+~3MrfoSK-VEXA3N(hQsi#UucF+<3JINNK>eu^bO_>pIQ~3(jJrlZpHL*$}vSA;*G!L-Y51y*q$( zkM7vUA-_3jPWg_{NjZqDRyv;%!9-kYy3`FgPy7N}>^PB~Q|bQjJd-h0qI|zJ2-=(6 zV&gTk1u&-6m57RQLj4BQYFXX!xlPGroBm8wP&OZ`feCi9&+7^8dp17X`fwvPtO%+# ztL?6N*yMFyKQ4!fN$o2*Bn<$%KkXOg?lvkG9AN7#l1!ifqp{-Li|>iz4Ui#%ELcc# zU#W5*lG*a65xD6Wi!19B+Eni7O2RM9eK+r#ZT~Lp{_!tErPuZ4<*eEmuHHVbsV*bGo^3A9R9`e`p?X!od`UvMY#P`!z#8?ojgf>V zkvze+zv$5Rr_PFjh9{tNoUuG{aW^N(gj~Pe#4;nyoNd*2ZlL8Y}W~;9`NGVd`S1&Qr44Fdpa`h5fHu_O?TYxtC_D&{e()DfhFIxE1 zy`leflPj8#wTUvhrx7^(`}hmcSj?Y5UH4qvG1LBH-rte<-3v)*lg#Kq6_k56UcX`NeTlkl4& zdq5AVqnoH_r{0Yk-#jh4(xH7|J-W?vcXBcUfQD>9v zbYj$gGK~4%Ubr@J1Y8YhYexK6P1;)&Jp4C3^Cl$MxxF5`*W9tiU1yM;$pZ%r`HDYS zF0vG@V@fj$21)))R^E{vaR0%_*F(LU$O>qRA7jl-{a4Eu7wHL9A|ckBh4EBN&F&Sf zm{%!s|4xVoef?M9d&hMUq4VTTj8%Jak?Q`y5;8ft`(uSR2||GRh*y`Lu1@B5UE*gM zO!?~_!uu}*4_W`dF!;YIg}n5b|DWiH|1TuS|DR0_wp?xalyd&@2$<{4UMgu9+fDu} zD|zw0);u0*2_>17=fc@9O`DelT<=xVlR~Pv5P)b>Sg=679^g*j(>eDx2CDK@_l$hD zx;=5*b{vkJEdKrE{E^YO2dP6P|ANE>lw;4Q0lyz1R^%nDfDu$eQ0LhVEvUYbkK%Q# z8_$&569L0kpa6=9)2&gyG^vAjA*;`Scig&`{Ri@wCnUe2&HatENX6KB(xWed+pK?6 zI?49MGF~JaNPpg^%4nNX+xsOed-q$hXOB#_jatmc3lGU~8w-~vZMDQBac1;b?jDuQ zO@6xYxZ?Hm^~FsLB;pH(mBv+!C)g&3Hy;^Y_qc}}6Jy3a6mdPTth$#DRV$rP$?K8* zzLAb*ylPmqNM)4FF}0ropqC0A90H(Q7wOl)Gx5x(-G21vQ`^YGEsHP|h9SP$_E1il z9{58Z+IGFHXbBDwII4iLTKT zjn}}_&hEj%O}&UVF_2;5<>;MdlBF5BhFM34x9&qj8bu4t8~8uH0H?F(>lB&qdqT{Y z{mbi%n<@g#r%%P}z|BU}-0i-nW+M0a_reE}FM?)S%7496w=?)drAp8}c^RW6vCBL( zE-vri#XtgN(oq`pMtAvVH`G8;QH`L3!5Vw`*Ldx2 z{RFJM&h}IGG{Ormuao1x1!vrH!DFt|rF@9EJJ@MpF-+%vrs(NPJ4?onGk4At;?o0a zqQ=FdNp>}rEu^3;91LFbCp=G5i%WRwTjgepRJPL z*H)cS`t9|64p5tO>yy_$D?jTWck_((9-2!#Np&A-o(tB#Wj!8hq&n6N`_ zSQ)LAo#g;Sr=r5vMKR*>NNHCan@Vrr;5Vkvd}YVufzb1Hck&_xu}TR-lZhvh_;{d4@5Dx`s}z0 zOyR~C&&3UNU2Ax|7zuQRmmQgsu^~ZFlBP?v9GHoqZ5H*4!N>>vjH8q>@tahfn+b=0 z`kar~&I>sZvw#G+i1 zjm}vX6dTF-g4sYo6hn3dWYtozQZaZ*+4ZDTX zRWk|kC)=-W!PZ2StZHhg9UJkH3ayuqU7aB?l5{uQJj$l)8x2nLf!2srL03o(K&xw5 zZV4fyvHbXF+axhgJSCWQ3_TviLLT0c#aV;N42Z(^o{k%Q%_e?AB75FD9v0w&`3GiF zc`K5(TdW!!@!nqB9e1twUrWk1D*lkyv%mUx*9N*pbButay z{+!e1Sw&4!hmh_2ai&k+3T$2pCh_(Mvw>tTP= zB@zD0j-fOeYas1v%jye!&=~AzxqG~^r2A^3dNEPWvH-q=ui5s*XO$ip#j?Q=J6fW& zMA;d^Zc)-wI}#_%<7~arX8&PYc@;=D`<)h(;(Pe{VZZCG&)Be;k(wTjL*GAAaI3ZI zvutAQ`yeQO*9ziOo{HEncvSwhCX0&|^tsXGY5B``U#q4hmlpbdTL4CbkgB7sJd5!* z4MZUo3>OX>Mi?oBp)p;A+**7*s;1&fO4c|3d$4}A})EBc%1|_HV)JTR#`5Qv&5jE%!+Sx^V){WOKd!KL3Y zn!$I+81NAue&tfzCULr7EiXXV*o1(sPqjnieV(NpNHtjQxh5kGh^Sd$humc6XeJ`s z;BeLb_?wzdwLhO(&9|{)&qmI${T@T0sl_|N|EMS}G&JsF=dl=2B!ns?j`<^Fv-!s3 z$2?njPZ4};4@0nF?oWNOhgbVSD~j&7(fsB@zx08Bx`y#;%!1L{fUux4 zkmO1V!N2M|+uCVeQ0t)SWf6jLE~2^cLF$>=elbJ49KjXG2W9oq>^U!1E-q-4s-0iV z`6`5!{u4!T4g*JvWSX_>trF8+dURy1dd59aRRZZ36OP(XJt6(0@6MNWIqSVIlRi`H z!?;6-(uxrT1Y{obPnJGggz0s2kXGsb?4bUZ^R|{tYdcdv495E*!vfAqUW}hl09&bGEJ?|oHb>rJQ#RvP(2&yG&?>NRFpN6H!Gx1X@BeaH?{eaLiQe| zkRT1JWIok`IGwZ2HIXj9izY2z4>GbaCr=Br8hFj$x+ z!)5iWkFk*LNf04%H=nkp@&h9oID zPc<+{GT)0r^ZOMZlLW83d-YFG#1vOJsB=s!Fgt5jT`VI~4|RZsXx@Ro2hJa(S~OGd z!p>F`q#pW5e^cA~OL)VV!o)E+waX-gB%Z51fbz!w?_{11nMu$T!S?He| zrW5OBgpF&7HASh(`_pWqx!;mM|G{3d(-C1R;vyt=W~etO;+)9FZo|tFLi{mcI_tC+(ZiUt<)V( zlp>!#Sgeh)$w6r)89mt9zEA2dz3N6@RqZ0nT? z(h^y~%Oo+$JXDt1^?+}-_4vr9(KBtHPFlB8zTET(g@G$eU#Thg@a}cQi%QSfZYKSh zI>F*dYIM>y)gMYAaeu(Sx{VsIpkF&+L*OI1uK}t$6L>4SFX!;wuUwEI&EjSn)`D8G zrz6+{*OPN4FOTm7AXX(<%q83(<%HlPKBRONuDA*#woBk&ci^wR4$uqu*NrpmJXX$X zHzfeNk&6Qn-MY6=44j?$|=k1rAAxKV9z{X{q(H=7RUL=mp5M6M9nt}}QFBDGtT4^z;5{SMMmx3J{(?2Uw15JALhs@7R||88wG z4+aeYOf*LQbx8f&n_vq7Wc@hKjk?hsCS&LWsfxOAdoISe|4jdfP`-sL<%rD8$ zGr*RZDuLtLr+0R?cS~~C;@pTj7JRk{lg}1QLDw`DwM}ctc6WmV>@UmJUoD10c>VSv z*Oy7Fv~A;d;xOvSI@Y+hZHI2|Z~R+CTD=R}W0JEcJB7}>{kVY|2r@^J>u!%zX52;y zfUXE`KJ)H7o*TNTS@>%^_?quXE4G)F=`Al9r3Z&=dsUBCh5WCNgb%z_F6v3wFpJC3 zTLX*yvAc0-eu++0-nKhE=1yT=S_!!A#e?n62no5rqWNFhbMJ{;P7Ug26Fb2!o)l3B?HsGEAsyMHruC7r7YxN z?Qg)7tD|@Avc+a+OEIIKVR^h|oioiquR{!qQ(>>R$cwMAK7?&eP-9{Ir_N zu9&Lb#?v!}SropJDO-=qbvj4@9P9N1So@L4?>P*3a>SKYk6XqPlT>VN`LQTdWb?^5 zrcFKXJ$HpB4z&+{u5|UX)ovQzn}3)Cg-S8$7QA^hdpVtOD_ECX@4-Y99!zKy?-qYl zecLM_B4SKnXzVcpY<9{wcDb}a?J|@-GS$#h@lIbgXNUG3YI@(BPElr^59YxQ7EeE z4^;)I>YqJr{XuEl&A1?sc?F@Zn~0Mhls%x8j)!M>_}%o+-+F(WY_^4zb8Bj9O5UdW z`}0qFIqeVTyg0mGA4`zd*Vjw=^lFz64i31TFD$506*N_c-@Lg)H7!EueqQ@7bfCM|kL6|D}6yHUYa`)}mv zlHI*H{IaN$5mH%~tD_RX2tQ=v)t63}uC7{ZE02V#nF~xo5m@h3tDOCb(5AZ0u&N&g z5(Cfc+R>+NyA8<8QXKNH@N51d?=W1Gn+z()3T7G6D`iBBsgIV|!}f;VmK3f+j`!_~ zFvNT01o#4j=I_4pNBHjlF&KH6w*);lcbMdTQ@O&s8}U7M^>1atY|mf%b;qUjplb^h z;nf*bP8H^{f_}=0seJZ|s}f0;-p`UBE;VmnUTn4izh$$>jAe0-%+XI&E_qy!)@D=A z%N)_Wt8jm)*|?JWnH>`{^vDpbRc8JPTF3h+b@%3&uf;n z(DbMw_l&Hfk;*i77~PE3FF5#t`|YS#j75G9THSmzP$p6(Y|TxIA3gwDFrUWemX)n< zS0*3})oeXUl7x0aM&13uO8V33wfdOpawN3@dtc(6f-)W9eSCXt9#>tpX~B$Hx`K#H z*~zOQ^iLJ)Q+OhZFmAapnvaRcscxvPOAy0H`=s^e9m;q3}=keD%9E2bX17*Dg# zEe$MOoK4OQ-CzT0|>%S{+0xjfub~uUP7Wnp0>po0|Mx z?mm{SbM==?J`jr1CAzuq8&7_~VqjvDn=qNiq-(s5`ZY;flOf1U6Nnu*XEwcXc;EBG zZ5?`k!2GH<@Su1+ZmRN7@XxPmwzId7i;dN2uuSmvEg(WuyxsY0p5l8P#sdBQb34w# zbiREK$n$W;6x^qjQ<{)83=9Bc>1pY!t^msv)dm7V+f$~bH}A`!BD~I@X>uF z#WUtde4jFXRkw%zT${T>APN(d;zb!0|zpr;xZzBu&G~mH$6Q)B@2{vblNX^PEJnq zK_w-Q=AtvRv!#4vaGs9jiC_y;L~5T&tTu+w6jq$1=@p%@L7j zyv`7w_$*E;t*qDLg9ab8yl$RS`@X5Z4OrLu?t}Z1DOJ*IBr%S^SP;RU6;{DK7GQQM zBDN;99*k-54fufR{)ImTb1HR~#ruTLuV$-wu&iFYq1>@j;0WeB0j5<)>#0A+ruws$ zEG@SPf}-laWpsqekXhb=0RVAx^QZFZHqu%`2uX7+TTiWC{F`M&VF;K!O*mR}dNX?^ zI0jmywiXPB^Um!;l0i`xUP+&3`}32?9A0#s=(7bEn-Wr>4;-cOXf=I+VhWVFB5HGv zQrZ{+h*poreW2T3U2Ke+*ccA5ld&Y1yzo(*{M~LArKyjK>R;qIV7QPfRT-8bhXgJq zDd5`6hAOWk*jMDA<3Io$mj2{=zqp`M9#cmoVQj{qoD~lt0Ldc!v3vm?;`(-XsejMt zb-sTQDd2&Zh)$gJwmB0(1^}X6WA$MbDsO0JiGsFCCf-()Kb2|27rHc4uj@2QTa{Qt zMG>Rj$z;;ZexznvC)h&01MDVoPoys%FRBQ=i~=emqD;8_9RvDqc!m2A}FSoVPe zba97gaQ!&Y;RN)A1%u96`((KIO}0r`qK3! zwAVE~)6@Q+wj2-bBp(`Tsx5&fYHY3S&9re% z_rI3OP0L3LT+kC6t{ShCO(R)8ScaGDyAHO@vcEd~3#yv$FV#EY(DnPX+a zjPmDkavuI1>u+jeLI40-g3T9q&GYI#^%fR&PC+6E$D$sLXU=04Tdy5SmDh8iHl@bp zd@-NbmS{aw7n_M1GAGpuYyQ^TZPfOH%qe(CvOxW&_XG8X1HaO9XG3tuQKm5G=E??4 z7Z6ycVH~G=vw(zh@w0)JgmUs`wcq%TJmp=Aut?kFLI90i|LMfa-I}=u5C;LkWXmM4 zq4hGPR#VsXB{+n|UzIb{Mvcho{N`;043L{Ftp#idtGYIQ883wklFYA4rX|)~(5Tk$ z55=It^*B2I=e4}m8yp-Al__65_xkGb4SZSyi*|@1er_tdd;*F*znCsc6~>ewT>m9( z6%T+u+rOAe54B%i(EveVafa&L_R;8uC>r5imB!dOE|>R$yWzO$g%v+QTJ3Eody%&y zt8?0QZ8f*?SWlz;8MfzUaKbGQV-f>m)}o{~XEIdv=jV-l3>osuN@Pu@!=_qO)p~Mr z1^lh(kIG(KtYW!4IjE>{O3}MiDq1=UgcP0Vn2TleeO1p1!P`RA+3Nh5C}Zu;Hwq}j zf74B#o7}uBhqilS-F2d*L?aW;B%=Q`<&kz4z=}{JODl?Mh&SHAE3RTE-_3a*OGb4) zG+U%di?vr6n@OUo#XV>T$8)zdxrAj=qyt$^nQ?#1T9*jDMnPR@ zC8RV4nxos@B#fh_%=Crt5d%s3=4Q>`!>}DRIb+tgF6`;vxu1$%<77f8CtN9y%aea; zvwDjjAc22JffWldmY>@?w?^37xsu}&q!d(&O=W%>DMPlIRfveA{4Gy+`*VpjruO3c zm_KBi@f68VG=p+y4k^@c2g@b0bi6){q-2zg{Ea?evbbQF|2alfyoZFE z@ww$KWYahcOO?UB_Ud-F8?f4TVPsS~-8rF74>`(X8ecV^=jZ?cj`Y_>cqWnr_QDMSytjkn;yG5n<7y*6{U z{;#A=J|tE=_E0{aw8Kq$O_Fvrvg_egNj}=5qh!n3H;%l(;Q_-vLtQH;LfH7vB{4ZE zeYCK`hD^CXr|t6!2_mhCL|(xx=i)!Reh3ezFygd46NK@5Oa=*HKmg+NNe@SkPN-ox zi4KV(hrHGg)?VB6MOgL^0w3W+=2{pbMVe=#jzy3u^#GsEMdMVyu|g|RK11&#_o4-l z7Hd!ARv&Jf>Ii^uR{GZY2bcs&NH2>Y={~x)khRmhQlTtyabN%pR}9k9D=|AsD^3ds zz+tL}TH+%!t>$=1l+&I1=SENLbivB!mX`Ln1+kT_l(&~tKvYmS$VokAZW1E-pw_6n zr1E1e`FKfLQUlH}*%cDGXx;-6{sx|yoQf_)S*H2Tmhoj`Jev8bqZSiErIJqgASm_a zjnIXc7MC}2vkQs&b4Qpzg65Yx66ttwlop$8vSLg6>%o5SL5omUbz46DWpQ{JD)1^H z%ws<9l{u&H`xWI1qLD@v6y4V?t$tL!1e#1*gMDOuf~K|->r_ZS`2iyMwum7q=E)Ha zzn?Z}3h`;wy(zq!^O+H=2wzK^YXYXjP|>q<3M6ALI1Oe+Nj{4bx*LawL`)DkA^4D@ zPHs@8ZfXJthkJH{Qlj>3PDj5sCK<$w%Tlv!rxmT2Z3qB9R7;UnS{*k+x)aeMk~{%w zgpPloDd+~{w5h%!0(=&w7Y&$en9r=2MUa2;qLKi)GrwdNe>d9^*Fo(tTDj<11`EP3 ziJK~G>D@=)8*0SiBrS4NW&*yLd=*jAL4|no$hA`0nj?%P*%O0?ffaZh0AE5GjOebK}wxct*-iN^25br zoL<7X9U;nmTsX1_Ggqtxi?79=Vd{gE(`M$EV_UJu8$aqP&_N*k^0=!c$m?etFQaLZ zRP`OlOmKp5>uZb$Rm87-bpZ`KgakS=;}{|n~Ov*j8F`7JCr za;z^}uM7`|e8bDZBCSBeEYTKgzhpfvO{tqxm054WmYE9sGswfLqx93ibE-~%Q+c#l zNt(bbEi6vXPx5aM5P%L;ST83?kP6)(w9Ov$?n6<4?VX=H&-bEy@Fx2LIn>~E2)Nr1%2O7V39P?>5mCY`{K>UIT8;&6v-ia%7!zUwJf=!y> zD|4$!If{6?w6tzQc)jqx+G{_NUxuCR@uqY*F7sjg#R%@3k3Grd@h+5b6I9@wZyssO z>umR_L3ba3D~9QTCdcvF54D7pCpF*ipU>q|8vGn!0VgY~m!3rI{T>Tx8GSDXcnqGE z-W)|PyRO8sB>aYk{GaklYw~e7!^6d5`$p0jLd!!+?o|1UwQQw;p>bEa$$n@qJN`;X zedKA!Q+qL_piX!FIlfA~>fC$h*8C^~9Vc8vi@*;V%hD=Pkbi=y?B*_ezoJs;C!199 z@{*W!KO!o&lGgd%VoaiE9)*XCmgrdwuZrvm-SC|!G<#ei|3Nj9f1;#9*Xp8{S1dzf z8NurH>kF>o{lgyIx?m*c2rEF>cC2<$gw%(w1b$mk5EUH2D1!H5WveO|gdqd~&>}2z zxy@}P(F&Xzt!BDE^!0zi1OVdO@7l15XCxVZqZiLTU>a9&Y2;#H$a)5U#@>Jb3t;Rl z-)wDGCnZ+8-@UCd+ejympv7ki`k^BOPxWT!+C8=_V$i^Fxm@K!709k483VK?s|Euw za$jjU-dMSs_NKMcm}Fpr>`e=m&v#@L;My>!hX*9@?)L4K2gR)d8%=bR^DT*fqp6Kc zQP1noF%ECZ&_Cpf%AKwMx(NM@tB=%?$8tyaciE_Xh>%~MU2_MMruC)9_nE#2OCQ3F z%iA~PrAQB2HDytY9k8M`-zY2=^%upO{pcSOx&f+XR}q)RYU-M$B$2odT@!FOuo4g{ zxsK-do+I0l!OL8$O=hwz}|Z_|?%CKC~Z?J63< zVA5sI9~H@9)|SAp$POksE<}gCvcSSJZZ4n$`zCs@l%!4WMAJWLq!&7(u13AJe8g~=T>8Nu`1$}^UKC1;D z>f1S8(qQ~hame)}hu71({IW6_tDUp?m!^%#A=`%rTZ+(g{kPKC;Y$Ib_p43}m0}*(Hplj4 z;eXOJx&Ou8R|mz>ecMh9lHl$TAc5fS7J>y2!F34k?luGxAh-m#0Ko$Uhr!(;xDM_P zgX?QTzTcI1@2&gqds8)4Qv-dv`<%VkUVH6*de-*+b%dW_QFSdH2HG*N%#Ma1*KJ2X zH5%IC(7b|oxw(6P-zPFL{1otQN@b4PyQj0OF=-;_bGMfta${f6i58UR`{TUg34Uw3 zh1fYEC0N|&mxi4I70+cYesd0FQd0Ba&+PCt{(Ka3ePE~*Ggd2o+1{z|6LX2-hKkiY zb0Xs)Rk{;?yV~ZQ7iZC~9mclAkN5SAm^{KKG8~)fNT}@OX`kW7_jAOtOJt%+hN*t3 zZ2HaFL{uU&IfXXn`DN&J_xET|`rRo)JHcAoP5w8R=5*2`32!Y%K3E&RDF1=54YmKm zWBRH5WT9W6*TFk}Y@d9$;*%qsW!Ay^5EwQkNWj7C@y;WU`gj64GS@I{x2 z@xFs&?IenRJ%2;$Fg=NXVCp_Lm?KR!!@MKu)a&M%nZ7(~jwXFren^TzxzpFV2f2N7k9VLuYdYvIK4bV_X1eo^=dLCTI5#;wqJLkMp z!R`#5tTCH+L!%YhCrO?8+~OpaO%x($>Ur8a6JHei$Zd}WHIF(pTPhT$UCJtHQlB70 zVLjF_Yku-D4eV=F#k_y*9WL>ajI}rd9>#YvYyiM;Uu&14uzv#1Pwb2X#vttcG479n zEo0krAM-iVDN#YcNq1`VDPSH|6hJ!svM;+D{h|b4j;zeZ({?S-_M1;jA(A_jhtwsF z%C%+PnQfnXw$;K7*)vlXnKydOFo@?|!pyU$A#^XXch-mr)Q@dpelD`L52Hf5P^RGg zZaH(lXfiv;Ey}eB{$A16NBoR3rbon@m2_x_9rBTg--p#=kA=2K=AX(c^MXLC&d{T& z^%Up*HHsbq>7r0}MPR4(dR7z{qhgNcGg@Zi8?W(IX0}Ey$8FwAPH0+LLBJ3cRCqiP zGC@k-G%%axE4f8IVdv9th>!k8SAX?*ypqdpJkwc7L*Oa$d8EW^K1Lq>In|)O5h<*u zhu)GJGILdLqHbxOgmW|32Wqd=_M#f+x#HulU#>Md2`J_FZ`|m*V{th@tCGIr>v8Of z)V`bVD~`VGCb%sdbC}c&FJ$&2~x)#H~lRCuNECcF@B+Zd{yTOXG_J5Opyl6 zLE$>e7zeX-*VfN4VN%puF|n+(S+^#olqub($e=+&|Vy6h(>Ik~@>NWtINmfS!<X?ezj2S}7mr0x`)W_>S*H~YP1p7GkP zXpYARneTn0lMnL1Cyr!%^gsDhQp&7*0)RNax z5HZL!&gCV+cIlgV&HHS?z2|6ZbVFo%$-|Bas&a7zYlFCp-##6gB{W0a35mX5m|WTq z%Y7mf7!3Vrt*HqQMF~U3F~v9~6ZPn!G(4u?@jo5URo|C4;^%R_32FbKoN)vsqA%D) zxTC17#ht1b&CkQ*?f!6%}o(Z>obIE zdASrwHhkc4fp>H#@_5iZ6%xM_8DAb|j;;1$BPVUdmUnNeTwv%LY*@vQjpI(Y?v(WP#sG+u-LR6A|Ft?cIl^U-qco z{Vgi*pnMB(=c%T%YD@nAY-g9aD%0x8wx# zEFN|n?Y)g^xF}AK9`xs|D|JrPKT};h91z|q5FD9BUxsW0g2~8uozTrGkFk-iABobN zH@LzlBrI0X2xay3Ijx6IsAPwY%!kWl-D^%OPEV%Yr)Otp6Tzirro*eVR;G#5oGkfN zuf7sCJu#Gctfk;IX^o_$(%MGhgEG0Qos z8Hb&v7Hr(wtU(_)G-XxZmK?tuI=#6Wt31pu$K~#I?JqnWuh_L%#|VO3Lw7C=V+$2f zn0@zei9n6D%udjw6;HDxVgbD3gnmx|`ug3AA7j_~{u5|l)CAa2`sbDMG=${- zQzKSd@%=#{7YcT#zkiqi+>UzxasKPS8;TIv{eSoJrhcmr^h?~m{{I}*fR(qgccR2F zC^a>8kR~guTt&*ZpFm&S_*1TFLHStHQe%vB_y^YZeJ@uenoRWOb!=va4^kA(mn#h4 zJ_NIDo4P#NCUC>MdoxY35tEQy&z{!DrlbgNjPVRjd|f|nxUCz+$l~PX<>lta$HzA* zRtxTbs8~9^gX-Txhl=oN3|dn&-O)k);zi>+Ju^dHT^%_&xp=m>>BiokGdD33E4py3?EL3*d zgl^zI>O{HK(O&KLEHq41-6^B@J<_hWAmCJuc$D^E0<%)Rzc;>lF-f475wqz#}3ZU zHSi)2lP0`g5&k|oIx60C}1PoPBp+Mjj}PFgK89q-B`R?CNyIKr{y6y z<)iXZRB+-0(|IY~f!{&EyT+v_WdS&Jc%yb^OuZ`X+IPLUn59IcU~N}^O(jv;F@%Sa zOU}RvMXg{gCnpC!z{bq{;xnEWOVPIvcMjCTaIW*lyr6uQSen)aF?+ZRA08O?@C60U zt66$$^2`y9rRzhRUW4Hj@KQDU zI}e`Raq@3jSX(m&rXpeMb3vQlv!_p)d68tKt*whxJ**yK9G{-@5u?_EN&Bnml`B%} zO#;|vN1MPmL6Zinl3o045(X>b1nw_LAG`a_K5_TcX{|XyX29)1BvxmJ79&c0zC3bp z;C?NP9#%0lCAZ3hgdY%&Uq6i9aV!e-p4<$IJkqVuvokQ6E&m-nmQ zPz|xVs4#+Kq-Jeq0XBkcwQV3r)2TPGOS@HPWcf6zpvIZ&%gP)P-8(HK;=Az}4J+Qe zymTzf54KP=_(nsSC?<*-p{Dq940~giR9Tgwr$-CYX@o_y!Cw?k%}A*gh60*zLN?t# zTqkR|fN5{c-AwutQ0T6}PHV3R20Yg0@>m~gpzdzfob*&uCkCwB{jo^q2vY9+%{*5v zpX-ybgaQ>Ks7dA5FP}qIPeVD?wR36Fs`B`do-Y#c@YBV1v}Zscfn2_;(=>U}5DA(E zoe14>ph?czBr+Bu9g8PoQ7XO~-(@ag`5A6KH>v{j; z{ddFd@209Goy)ooS(SCDq@B7Wlj&c6%Qg(WdW(z0#`oy~NSD_rqnNG1kZ4!SY2l5@ zNgr8{*R455WZ4C!WUSZHO8cFw&wGBz^US1w5pHZSyua^I@B2j}ffFXh1xuGBRUO62 z%k!v(`b+HhYDH)^;?g@fn*jk7lac){!0lU=K;NPzaadk;;tWuC;D<@i+deBhM;-Ne z8@(5+yi($lNI%P|1A`-}o5Z<)cm!%3xeu4MiL@}WxBJb}s<+rlHF-4~W03c6!F7g;L`C;Llwx_*pm;BY?gQ+Iyl>^kXy65nQAO zc@*F4_gFWmSr*uP-7X8wkX2F53uLV>Qre|6Y$E3u2r^zdta>cs1I#nQ-+7jd*`??g zTcFMGMMnx_w+#LflIYMw<7(58R~Y_^&#+4lm$1FmPORy91@p{$FbJgc>FjJvv#-@jdusnKK^@f zCyY%jv=<9ts2!i%K#l;4|>??;Dv{GVJx#y5|oUCM0RO+uORS&W} z00n>gLssWGj^Y_dM;aA}CVj-jjpIMkzjUaD0_d?RrR>_M3{!uPKG3; z2#O>BYYHMURk)6t<__pwdJ7R*ArWP^!!C|Yb4>pUaP%F-LEh><_vd=m-fnR2RiR5R zFU7*!ZGm63OJwzdIxK(lxw5jL4y=XJ#i+28K^F;^Fc|~XSohaUeEF-w#3kBL64%Dt z7XGe(;@PnsJ};go0-y5#zWf-lU&Gvw~*NBxZ?|(l#8xGcCX56h&AJjyD465@-j#3>WiFu`wl78S&&hu#C)ym#9 zPiCrX#EJrZBqc@cEk1C!^MUu7hzqYeH0WEx^xfhc!LjI6zT)INfQ#}9J^&V1uQECw zIZFG14G5F+a+Licp}^&8-!EiJ-@<#ulj89ADUntV*hNh~BCQD&#aZu89e`zV)lH>m zidr%3UF~2ib=4sc3rPhl?mqH%zRzU#O-j;b(9q(?EL*!4@*Cf_hz=qslnLKkj{?3|pCSF8JFP`H-pe}yG~Q!W=q$L#dF{mPJbZ75xy{%U-Yl49ua z&9!};_Rb#2QP6rWGypUpM9s}YSPNp>|6u?`rV_hOi#rVJMf$s}?^L3?BuYNb zDD73{Ow5OF-FPW0rkT->F7PUYw>(y?0d)evc*9&5XHa9o-`kAKsZI{miq*kNb}awCB46UR|OXvu!}0#?PR*jHl-Y0mWhb zy(=*^l)MC~`j;_nt%S)>vY2&XTr)rZGa*SFz@=y9r3AUK++W>5`pGU;cGS}28oZCe z9k2GQ9#47rn+c|MpZ4V00YHFjO;ogd{)L{s7g)J@&%YD#6$r63a5!E(kGRAqx{m66 zXrfh};(gSqxQja0)@%21V_DzoAt+Ap{$yzBX0(ow)T$dQ*7y+MsbM}{t$!BXG)RQR zGY&7j$ z5#d$=ioe4FQE00{L}gO8aRj<}_G8e%UtFg7l{4+p_?Ll%6jui4Z<=?R z;pEMIi2HXvh;3ym%lT68f-|;`KyIL$fnXyl37Uh^&Yw0R2?g zX}9p=XG>heIh=6Os~RWK)%nYsp4vfZc((O8DnEBt(6PaYEjs62D86gBEXOGQX57jp^jY>R$Af*W|MIX}(hvO`W5 zg0eQbd0tXc{kx*NR{bScBh&!~U9THpS-j)#1A;EIdP!7Sd%6`fM^t>a(f$bXu%&Z1 z^p7?C!)V#Rt})^fOfE0oMUuF`bl8uOC@LCpBHbpXs(1bMyuklVK-m20?3f}Dye(d zY#-Fvg~=!!6I*=~-beLe$o1a>kg8EAyHmk&XJ-JQ z6|LHE2XtChO49%?qZsu;il%N6!th%I3uBgvX%To*`WsOxnmeJ0YWv-zt<4cSl`s=o zwgZuv51}C;)lNK(Ej-C`b{#2cMbU?|3QwHwT+IV1@AFj%b5W^BJ01iOl9*fb@sXahnOMy>knlfBr) zU)Pzf_&9|LO{vT$?6sjavqfSUWv|~BO}|UtQBrNmLoM-qWdVNn#Q(h%@5=I4=j+Pa z-6TJV)@&QyY!MnN4=}ub@A&xmI`%LtC#Ml-B17EMR-%bNNj1Z*d7r(;R$3Z4`Quq8 zYZg{kAFdwF;E)hWngg$D-(5j{YqR;D550pdY{yA})TLJ(Cu46wX5CLjLsfu9%eKneX?fkpv#>H}F0`=u_-YESR0g%>S&;q16Xd#pF*h5V-AoNwYC(I5_kn9Ql92uKwz%e&L9x!~4I~Ae5`1M=fzO{2ad7MsXF~BM}Hd zs#o}$5g5Xv zBOCm#GF++bp4(XBYf!g)Hz<__z=ERKu3%6YMAh+MCv_TPW(a?hIvvkh%vD-Iw{kcj z+%EAD0v88%yu!!X5V^;!IAv&&DoNgobd=h%UPdWM=F=1Z01h!AChzVjD6bqg3aaZ+ z_4LH`g&7;cYu}O*g;nD>QohR_aLCI*iM1NcPP|XQKv^PyYf3FV=5xWr#iR}73`j?T z9+&;3R~=osN87h=T~$&#yNrV}g8QGsgIm(3G=RJgW+zpiG(@uV@)d?@`qz$dk6IU8 zg!|c3Uv|hVsr$q22uPmHn*j-MR@>lFgr?&^=^$UwO1~a1W_KxE^lv)IEHT;Ppqg!F zO=P{1o!GTOJhyDV!ct66E1tTe$`Os{8C%2zUTq69N&f@(y`<`{Z_rTVIAK2S-c8fR zIrxf7$gmQzWd6cDI;9oi>I}8r*G3B%{A{YrIKO^<0pbJ`7iZR##?i*=LFu}7@{f@- zs{CjPrjH6N^t65w9lyjdmYj{>ZP@TCd+waIczEts4KSDGl2t?BZ^^H-H zu12Aqz2re{>)+;$C|mL}uCD`U2fe(IXfGV@<7Y2Ib>-(feTswkY2(k*|2w0VzU@#P z26CEu`smNhysvtZJuAR~ppz}X5u*sq5h=I37Z%dfciE?{&&%G)YIdFhbXEE^^>nljK_3hh^eD^<;B>JzQA}q{L=@0PbiL-+? zXd_%pX;40S#P`t>5w|fC-q#-nxHv88vHNX*uB_$xrDfRxD-gr!lapbDYdi)6T^TgaDY-6SWj~RGA zdW}S)`aSP~YWJ1%-V2Ie9zE_zC0LGU?R91iZ~LWd z56!4s!uH95Y++!EU17RJNBA=wPnEyd7ePuGsf=S`%N`cO#f#*9IzOWfldYW1O+W<_ zNp(#IAWyHXgx{ObpApCB#Z| z;ts^dasBk6USWS}E~iwN=d0cU`Q>E*vl@Hi`wBPZC@Bx$-zhpM{v%)Y%XV;5zBRMi ziyCpNdj!jEuuv%-4QF?{7N%cbgr>fARz4ELh>Mwv`g_MgdHG{?0(vm0O&f}ICP@9H`!9YeRNY8M@h=2?qHb|9Er`-1GV3YLU zneS3GK8eDPWt55oE_$cpP{*a~5hjpHTYRt~yT45?e1ZrZK#O}U|Bjvad1Gx$Go>sM zrRfqCFkVm3NYizRK{owl7Z8e^QUF-Q^&?8QWu>IddxS&6_!pJn%b)5DDuYJH7p9az zkM6YYEX|Fqe^kWi9+EaY2^OS3tf$Bu*zw9b*ZFJHBo&(8(W-ZF?uzs$SJKTgWjKuq z2h_P(B9bSd0Q@D}X8`ZvoJ$Mk%sssRm!jzMxsz`B{7b3*m`3W3b3u8Qrrbs-Cv5oI zs~w5%BGQGP6^-%UmDprR3Wtq(+ol{1it&@5fEXKj0BujQiz-`$gCpn8_*Z65o?Akq z|H@55rN*U9dF$DU$BmQlM71|BRV~)BL{~Y3| zvx}bu0Z|B~$f60L(Li@*#7Ea0l~JWUKasrLCR0}UAB}<4e!0oBe;iEZpNz$GbK}>^ z#13;DIH#dy%v##TdnQS$8|kQ7JONXel}@9+EovM~^jK(ifxKlBHW!YFaSN@js=|5ldkWggp3sSk{tORvOVD+ z65ALY0Z`HPfQhPSLC^;-e7F^Fel`e8(*#v&L%TfoeChdpxVc^u^^*O)3vqx%;gTu* zx?`WrY%UJLwGPZ2zG94=FHm}gxT%0TDDX8PEL&LvMSx{<4qhZsFLFv`f0QB<@y90e ztSxI+TC`p+?vA?xEHj(I1|tRL_)iwzr=VWq_TE&FcQM=H{$|lIE2($bTh=cU`_|Q% z!GA+22#9E?;|D;H!7z2e1;r^)MO9h(YPl9TaC=-|1T&)^GTHpbw5xJQO=-&bguhPJc z8nJ=vhkzReF=yXjg2(I4GX-F6ma&s~vFI<(I-JVtCpa1pdyB}7Ifo8P+11^5+a4C>TfI#->_iLjZsl4K5 z^G2&Q0iXm(AOINeS3&iz1VQd{SAqaCmzn!(u;BpMs^{j9&Tjn&p8zrs+~Pg+oj2<| zbwbDJNCLX}=Q;n5AcKa|ogf87>)1OD2`G%v-*Z~Jtdp4VVe&C-AX)?8vPRW_-=HPs z73P?dKGR8viY46bp|T(`^SCVc)!uAo*-fqWvY&ms$$z$46C$$4$zrZISkOah^ZBlN zhMfIvMz#6sN=zkmPyv_#Mtf_0)&Hip&Pcm+vWs=>FV_tRhdFYRl+W7s^|`XUofQbx z+L@WYjiaMDt;8{@^t-E=$Kfh#W?o*l9&<%@Spb#*itCw~oH+hnzXs7HI&ECK_0X^S zMRqyN)o?J=vt=h(z3p=>rQX?%*idJHZ4SZWUd zh6bt1+?99Q0!IPu59H0$pR5|sw|T1CxxF>+heT1*3I>0hPd%lNYZH!O%}X^C@zygQ zJ6ucxt6d9ARct0I_bT{=^uUf})!G3&n1W(-bd1wZZ-D70Jc=M!uHh)r_>uL+DjI1o z62G(LHQ!z>ycJ7c>+Bk6@z}kr>BTPKz(7GoWo^&$V8-u1_L|(`)>-BNiu9@;*dPp= z%zY!EY;@&Y=$AU{*WY z+dIw5Q!YV^_f`4;s_G?a=RFs%nsZ7adSrY^m711I$D`DXfHNsMt#?Tw|88}8U=-ew`Umv0pX`ge%JEJvG;sS3(z*ul#+&bP$(b*^bC+Q zx*JV}oEDeP2iT;hgrfRyNyFv_SJcW}1`QOp{cq|sgdm;^=Rvc_^SKF!lmdHT!bTor zDmJgvyJ@g3i*a|30z&Q~pcR5Za34P76t-+^gW_&&!@7h3gDn7YKAxW!N3lCyrU9Ke z_9`nAvt*GWnz!&dFYT%PuK`Ezclt|a&ytQnGmAiH2S{AuxEz|TNe`CfrUc5drOnC4 z1?r96HG8g?sj27v4a$a(%ZO*jop)lbx+u=zw~Uetl0muWZX+aadIJVg!35e@DLVhb9sB|YIR

iBfoh~e2A@EurZtg|I=zN3`y(@p#M$3f1Ucbxr#!hejCNkUzMzZlJ36>r1A z7gU8cbheS!D-VjF5a}V!B%%Sw>Jl#RCjTf``+^0ur!l+R%o5&xNvp44k{-;U)`=B$ zKhyVmO(QnIoY;A3$FMP4*nuaEGrQksyn^9lK)6_5qP*uqpjEtkC`3z7K;0^oQ~2cr z)V2U#0D>dk!!lyTD?lj%{Zl=(QHNdz|EXEssja1e&)53?NkMJY?=>ahKNnAq|FqTB zMz=7c?dk)nK2P8JYsF!P>?G@YBc4%u&w_8!=Fl62k~4gg=OEpRjp4q2F7T<4qmPGW ze-i(&+ujYc=%2!BToOG~#=^(qU4+FHFZFaQ>+;)0$&xS(3>36363DnE!>T+4p=awNN4jfke3HX62kNzfb}+o_9!BDFqGfo;+f1szm|SC)Xzir3A@_X3zr1$flEu zN%@Ds&(Tz$ehj!zz@Mp?1O>Eqn}?vXayTAxqoB!^G_7)N0iiIs_2DCGg5y=RzcSQU zph(B7)PfcHN8*tYK0W2}I`~XVn84gmFUZdU3x5aL`bPz6s?amUeQc(G&BQyvW29Vn z)2*a{=_q64*!o`eNiO(%N&wPr_L>LTy*IXT+Cf zYk{#M+SeAsIUx~(ny1}+6)It(*cSEhtdSSi$@YJY%T6wvcDl#M$3-J+P=Rs5rt^{e zN})3#3iNO_bX+|Oc=xkDCO}4kMNf8cKSEsE<`>P2-vw(NmI<(Dy)wN`P$fY`1T_c@qv~5y2 zN%B|drX3y_s?f2;(}ORvP7945gKP|mQCSne225T}481HU_qE+!TH0|;&T>?~nm^f_ zy#*^rkX>E~WhI)N0nd+}ptf?!v;A&-i-wetdcIpklz9m>1T@a>9Xc=< zYl6h+a>Pa?Q|^u?m$U|u5?$7W^(H^cmJi8f1TmX8ev}B}539cMx@x6b;ZC|1BK3!4 z4mj}KUPxSqHLP91_c}KmPy&5$*mr^y0j7UBe7kctY%Q6aO9nJFSpr(zlB)dHr%!OQ zNc-Lq)wV65Ee*GXSq41<{+o|)%0pGBp*t+#om%f(ROAq|=dG_)0U((6{-*6D(eO?5 z+m?`ELr*GiO=xg1s#Ls1`79ZMmxV#ubtIN&NDC!{{>f{y9t&!ODrBHC9neY}rZytW zks5C34v@lJla^8K^nqsF{Y=Tcith9Fo~%CSUYEBZkbdqItpK~p#kv4LA5h-4VsX^x zdX>e1)!?x-+H(61`eRuYlEYPWzUYT8{=l6yK8!|yhrQPdDi2GT_(2)BFR{V_L2qk|~{ zX7BXf$R=liMx-~(pQ1(E7i_|-BEZi6dK87cNk}Td5ydZd+u1}`RQ@HE2McdxKtDHe zsx|NGl$(gjul(Y$*Q4D0m=>&0p0eb9%P$7wVH>DUfdkf&`eSYlOlRVTZhZU`WJR&J zwy^fL+&vtQnj2jo+$`Xh@sIuU<;@WvhSQ z7Nb$nO4C3@5e^mry-8_^h;e-bj@WjnT72~ehISj)C`_0G6R`&NV*`Jm75Q%WQ}Zg$gZ9+Hx1{Cpl0Po z=$7$WE>lv5mBHu!YkLIHzBsgD;2?7{=o?UGYWqG!fLVK)U^y~8~*f+gH~2;islw1A`xn`7d%pcp=K3Ky&$ z#Ha=ycr4|l{h3Jx+!0%3@JV>rU3e|AC^zuY>Hwq-YjyMysOmY89WG5~JIHfsdL|F5 z8?}rygcH})M>@`RVxb5%d|dqbCbVv@yXJbif%tq$n|lBiBt9sbYRP|LVP3PX@Rm47-e zjUJ)9U70JX!ssJQ(Z}hPP7fPc<#)!tZr*b=ta@M3FqgRoMZq>L_OO?9u(q~-_wFgi zH8Z)>ZDV6bh(uqofXgoRBT_w?+|(2+&*}{Gce&>7176geMpkppFQlC#(9>;3w`-H& z1zZMQsDvaq#=Nr5FcHyZbHn;wfy=&!zCcIN64!u+AY5#GstxFf6FWWL0D@m%We~?* zvldFM^|sshP3s2OAjL|=^^P$yli;=J_2*KRO^eB`j*D32Ne+zNz=t4Te%O#xeIb@Y zHq6%9vn6fCHR>c#FuT;t#o&FnU^YDF*ZXmliMBdVCMQQUDZ|z6YJ2K>@YmSn9HWozfmXa z82nqba-4K_c6jTe1e&>%$p(vl!h^JG(l=a?J=(Q&S6#0@z&;i0KVeHuop8v19p{qx z^)evZ+)*`qrbaWFU+|H0=Oa)rZ~e=$!_mE8-fuE|dn3_Iw(DwAZn|TgLYZ3NJw@9! z%NR0euV$}zwtUw*<$yMk%mQO5b?^~)QjycC1uBxdw!-k51FGb4?9sAj^V_c`1CyV^ zl*sG^wkJ5w59;ehl~}lsWX$<6&XH{EizPJZO}#iFO|gizkcIWi7*W2m6FiDhPA|;f zSoknq>?M-zLgpEPSB0}3E7cDvcxmSOBo*@1V=7B33XR1r#Uz0PY6L&`jG9vqZD&)0 zQpjy!x> z?W2c;03BQu2||v^f;q+TSE&%=WqS=iClB%sGKmzP^DSAdqCjIA-7n}MW;K79?S^jA zu<25BEIhNmUYJTT9RK#GbcF^a4t# zS1fcZn|b#9(||o_pMUbk%Tc5S3!(Jt>Y;49mFw>3gU9)Mz)Z{IBXh?47+c2B#C4;| zr2vLAy<~I4%VXQGb-tHLb?v;s#IF~QF!tu3UI3#Gg6wXot_Aen#MVv=DvFc@@-fTh z;)7kcXu2PW{k)Ldq^boYEmAZPsinin%?uk*B~`1jsvmW{_}(r!Hax_VbB!x@&J-L( zf^Q+nvmxwggc78&EW`zIf8>ogEP6XUrhq-PxI&g&Cc^dn=hKGLHFFw%~)o2nt z6lI-Xa4YM+miN8UpBW=Ltq>_;IiaNn*RRhDvr%wgOyUo+ES>wlc_6`sHj50hAKRLiHG2(+~7kXJp{dmxRC+E||tG zT-v>Ei6r*CjuTLX_zI{Xafa6eVR%9%_{PE@U0e?2FpsQ*_5S)B*)(!%gUp@&zN=WQ zzRQaNgl7kX`(krym|q57?yWGjn#Y?03>@;};dRry4_jo(yt1M`5hF{budGm!JWUuG zo3l|z*Jnu;%0Bh7*+&KK?%MIgKa+Ax|?s46*ER#dZBsSsU?W=Z6^Q{~r(sM^=>#8<>YRFp8kalaeTJc4T zV8n+)(`B{whj&V_7M)7LtF2ZVYJunSJ?wMWG=BMu4;mlwY;Ue(q(q8~8YCq4e3R)g zB;o^qbMBGQ9`_UTFp%#5`6MBKYUd=3%xq?ITwZi!#!k_sGj%9tVNBhdE}gwvMf~>T z+wEi|yq{?C1vqhy++ZO$Jpf?F*@hXDLda&M%sl57vVe+qCVS&c7 zNrymly-VRUzA*L#vYUr@m6wnRn=!qZ8OT|ui#9by`i?+dsyV-rE-7elXw5-z$mQt9 zk7_)&i3)4;!s9#eJCgJpLN#f571Imsy#2M`**!1zBi8t!R!>o!Mvvi%r0T>h=_B@* zBna*Hhyc$oyI~H30$s|Nkn0*?S3=pC@j$D#Xt?VL59hPsUbA5^qn2v{?xr!r}7QnxBH6pV_9Z28#6wb!u^Qp!p| z<_4?DU%Hr!Z+=e1*nI{*>(i(9nw>g{j%%|wCcKTn02!lw|O%*k21l=NKy3tA|SLAYnoldFV zE)>t5wEcwUnygT4efBbyQeWK4GO>TxGcnOBLXv>3P}u_1U6?c9kp(Gk0ptysysouN z|C8F5fE#nunQM%op)39iqj{b;SOQZnN0VbG9KxS8**-7|up6yh-308XCYiYw0GlYb&IBqH+ewl z8umon(htem0_h@WF7J})jg~Jb>>xQN2V@OT#6!GOT}`c2(7kk3`+6q;;D_vq!oT?5 zVwX<%41WPddu2ltc{M_L+UV{B3;kvFye1M+tGjnXe=vw|J2bsJVJhuo#!@fI9Iw-1ZcK&w!$%dynTRru z?Po{|5uyMcx%??=&!i5G!pEW;_h{5V`u!cCmF-?fMRu3wg&06J7;4y)^m7YOL8|_g zQPR`_6%@ymR8*Hki*~rIWD7eMH$I>rj&tq*c0RgRe>26w^<%HmsJk6B7=gz0lz^BR85y}ONi$3vt8Q|*GNb5rAlW!YCa{6aBchn+0dlNf zsTTv)=Gc?8@yB|Gj&bY57(o_Ew>jqyRZk@BjoK^2lCNyx8(NSC0Q??ivy^xHh0h}k zP47+dLGa18MiqvBSpegGA&k_|iXT~!nc2y@g9y=-}`743~5;04*qRgRB|)fh5=;RCy6Ja9qD*A94VSzL#K?DIf+)*hQj0q<(LtsF!AUF za=XK|q3cbcpFukxb+r2t@XUHKpb=HP4}L5L_}8UD9)l0-eWd_Y>>v&be-8 z`MF2t_!K&N&_wl$Hd+>f1#ybkI|HvYo7<@mCkMwNE-tMTN}y5^tZQp`V>9*hsO)L4 z;aO7$;(gS$tqVG1x7qCtHqPMFi*c+zA#PXRt>;_37%;rz*PSm@tV|VW-D{FOWk@GF znsI>!a6HufB?*$-OX*8_2>og88X?d#MbTgb5FZK(^4?RyMl8%CBN!jBWol^Zd~6F^ z*SAhgYPs27$UDs|+EkYcCfo5f+ZE?zxzU-3uHUm!R8en>4I|!jqo5l$7T$$|PL#U>l~H&0rBh#b1I5E6i0 z_=grwB0ps|- zL?#enQCc4rW$VcH&_j?m5)0@sE-)5bo`o4y1YEt1{Gd$w!@j2|!Rj_=rPw-7=vtkW z$lBtqe1<#J(K>992Ba$&fq2q=I%_y6-AmRmzD^I!YRjhHMmFTATvh01K5KyZw!Ne1 zD+(*POtJ5gK3gQN?oBEUP+04@BbhRzy=_x?I%H8#&jC`K&Qf-^ zW`o_4OXTQ4`fJmj6vDZVLhA)Wrn+}_@thPg8a}9fQ(opQ{ z%^v5Q&B%h7V<91(t4_Tn!oJJ$has`{w4)| zOe%edeSs{>e4Q4SB2qi_S2}s`XL?A(PkTpgtcCGGME667X~62_%P#5@qlzciXt$s} zcu(PWJE0%zy8+g|JRRRaFEph4mmIHE8 z+L~Se77L_nMisTOIvs+#@C3N_tZj+gUpp~_Jz7`;Ekn(}AnZ5-+~21)sF3rPBn;2J za4W)}JYj=CShY{2zLd%lm~qxQWL<`&%-%{%*EH~CRmd`Tb2hY;^b;O6~6`9{&Qk$lplGRSJ^Q=inrNBK>_Riw4Nk91`1vVQD zt$9ksAdSyYDgk=*BBs#Sv!W`KBBH1*kauD-iHPA)fg?&0;@OlG4!)WB3hU6>6_V)t z*GGqGWLnQ*GoRkkJ7{tKAEw?hI?whA`@Q44vC-IVjK;R@G)`mNPGdB-?Z$Rv8;xzF z@xGq_yZ74fTKSZf4_W7RV&*u0GXrAt!M3!7_M|t^Vw#^tM1&230NKNRKw^r?r;<67 zu=h7&@i<4Meq-H9SLjC!?z-%~Jag06e-Fve(?Q;cCrJ`&CE)y$t7GUbdO@;Di1luk z@f>|qehqJ36k5wy-iAnzXqVX|`f5M$$l^f~4`hQFB!Fbt#d zJ{BAEMe+~aZowNR)pRMUzX?rj31hOa?qB#fdu-x<~<`Ufv|N@t}{d(@1bU2mF(ogtlVoO+4R&v7-x z_RSCYjnjgX6YW874;34+N^a|$j}ZZeQ742)4W*rgjTJ(nZ7-3oY@5p<_bwgF$H79b z8rM1mhHM`mfjO0$Q${hALY6NYf<@#Tm_y*cp#?St>=e%kF`(nitY(?6~HfMh5WBWNspP2l9iiX9B1QL-Gqt;ns9H=I045RTPx8(|kq37>7j~7xohIfObKb zB%U{1T@9)0twHJR7@HV&&=*(yuA3jCvHZxL-oY_2LA}f9)9XQ9ZfJM+L*IRu27s+* z`S)#{P{G>jRw|3lqcY>JT%L_)4Tmuj7Aox*G?sM#jEJ`i`SFF2LZL;dLEraXLIRV$B}zCMDpkH!{$5^o}Hu1Iqf9P*9K&qryJ zfv=uXTAJlI=0>T0Pwuo|{+c@tEOX0$V+(O*^3|O)vB#L1AKsvO?#i=}5~{5T+rY=M ziCHPC=upMCI$2a((oQlu9Ftzo>6UO|^Un|4Q#Ch(1Nk#luK{96I#v7-JYlX4RHqNb z5R1Nbp$0z^mULc!uK`mNNOmx7k)n016|L(-UoUyI9?F}y?JdC&TIWftVOS69 z)^Wjt`JN+}1G&m~;Nv6>v{pPo{hBL_Zc4x-?wT%(Zb%Rc5#pvl0ygl;##hhWxqMeP zzuM9vmk0PSpQVAO=wDf5Rqj&pw`vxfHq*8Fkv~C$h9!59)|8^q0=0t-Ut4dlA6$9J zL&$lQhY-c3By#$w`&4=Xc&J z*(q=+bvFs&MxFO%@l3q8K&|rR$|L=W@R3C9TcAF~kvQtnsTClB>1n<~t zqyVSqt65!LJbFHyW~P*hB2Camd6(bwBc@Mmxt+$X-2UL#c8%Ld%uZGKXnZ(F7}YNU z(YPN5wx~!$A8Ye03rg2o=89n3#vX7)Dv7K3PsVXtn#7z}aPby94z*vnyOYhE->VOWa3ZTcb!@HQD|}m9ZUzsRgXN?B7%ihvX+c)^FS&nk zJBwB-4qDYt1YKh&0Z>&Z-<@u_qsPkC?_by&LwAgKYA?TSe1iLtW0?ABQ}I$N<#mBvrJ}fDtnRngBM?96K?(6{#|hra68>81#}mV<$2rgvklgq&38Zut?4#gAv%b6|4oYXE& zoQmqvjbmG$0E$4OSiZsDx}T`<*r0n&mLh6!0AUFR(m=`A(5!|oEPbD7oN<(ZkkLRD zH|jXg-1C^m;3%;ALO9f@A5plr9%qrkkG8WOA#43sH}7BhgwxEQt^G(9=w`44`1plc zteyrpg!z5!aYfb_sE}1n99{ocF>SwQ^E6PQdU2a6%Z&w#F1QWGjOppGkIkt=oIcK- zsjDu4a&8dmM0RQDk8z!!iAn$bA~ORO4vm-8AsR@q*RugJiZv{ROt2?djcR$DZK4&k zYrRuIiHRtDxisIc|J{v*g-)6Z1_T{1nu6NR91Jw3@78Az9;p6{3Gxhq0KKlxvdi0E z3L`mvpYyRfM}TLP2Dk8#QKT2k-pH_T)WdSl3sdh~nIsXbtF9L`3`gXaqZ9Ceg!_6+ zfo_LjFf47(Ht7#d?BCYJQ-_?Xz68rWxPkr8^@@b@_5@~3xXb*0SX2@>8T!>wOf9%+xxX=Bif!50S;5pG)Zctln`q6a?9o@?U`lAsA=hdroD9CB4XWcNiTU?Kkv zgw(N!q*IoHU*;k43MJx;^?U>1K}4u;gt-NTt_?vkuDQqlgy)har@n>Nuq5-hr0uU3 z1?F2@Ac8${W)yv0u-iL(>l_wEglEDna=b#=|MUtgkw?a{Xc= zqIokhI&*TtNb@N!%nt=c32D=G2I}Mi<|ic?=x3qH}7xjcnON&W6p^aS-P zn=!%o_eGi4SH59xD3G8sPh#pCPnWNLLc%9DLh~C$QB){C8(hP*B%qi0@=DMPQD9CD zoY#k-P+p6X?JxVc4j$eeKU)heEoC&aq+n@E;-{ym9z23Y6g>+a3{6##-+N5A8`>3` z@9S^54t*#%4;!o@j`_uef{%K~a<(xSaNaz2x+!TeY>*HIdbsTm_1CRb`Xp>l8V!BA zvE#El=iklPe&l7C!}}oj`!|(jvDL{72G8>%*Jl~syV5pvJ?R;X{{-sQn5`E!wwPd}--;vk-8(Am}vIOiC=T`1F z4W;ctn5l^T_|1&(!bP*;(oZtJ?$|*FxQMVJhF8+Y2LJlJ587)$Vp2a?AZpscd6Sd! z-?i|RF~#l#zz3@uPP2@hpm&cGS=t-dCgh1wJh}~|8IHKTECRE{Q(j2@C62Yz3+eCS zo*z7zFmOc9Q%rn(x9jJ3geg>eNYi2pGvbV%(_=ARFKBQc#JYE2=D+MWVgP{#1}$k$ z9qvzmcw=*eH$DupUT5cdmGbQKzk+(q@`Qv#gKGH{ztg&%1h;g>sCb}#Et}rxWjXYj znffk{9%8t<=&Q5t>*UG+dGv^jF?KH$Z(zrve(}4$_PAU3UC(IlT)H07jXR6S(Z9_G z0_`&dh-65U)52sDZH{h#v)|Ygf1{`LsHyk$R+Rn-t{# zS0~fX$pIGhjn#VU zf^w5oCh!2!-Sqd5=ksjJ`jjMouPIys7@wa_q@YiDO)tW`yVi}Mnkx(leZu<^bhu@RQ)Mssru*4RCjM|8d5e}!M=5p0EA<`FbL z^e!3vvg9S0j%>S`GymE?ex+YW38Wjekqqyv^Eag>LnWFO#v#ytwP8<2P)xXzpyk`N ztzn3nI<@J!zbs~cv+Xqy1WgL*ZN{#y3@FnVsly}Ey=Uwio@EzPv}>y0A0xWM)h)ny z8-Dm~9FXDAWq(6l5ifArUFr$E4f%6C(zWdc7-ES*&^_%~YBH)sS_K&VRh4baWzo*| zn%lcB3+gFOHNJyOkly+TS0-qdW{gu%jyN-iY^&CCX5}4T9OZ3esD9k6vQ$V3QaRVx z5j{i|xTLuUn}Ay%Au*Bm3kVMnmaQT;I5&oai+nA#{j)>ntIud{dUWR0B5u{6Cb!k-Jw=6E+Dhlg6Ic>*`rV{*Lf(c{GP$4tQzBu2#bxPhAx1z-?FF zix1b>Bq%`*n1NurCAl$@*X3Px?@qJot{hYMJ}&g7(ZBEy6i=qPo8;LS1Kd8bI!lfn zTZF^OB2+;vc+QVUFC_$_z&oNlk;Olf#p`>ofPdPmLOs$VYVeK+tv>c51o1?(PFUS? zhs-JpoJUKm&gb6M&+{|3+Y$S7gz1-`@!i-sK8P^5BwtiQz5G%|&`v`oMa}?xq;ex=hpypwvK?W%< znAmrJGfLP-gXrm6Y)UvMB!+df)2*VR;i|SpNs^-eiWTeeP|wh30E?urG->@5Ou&(r z?omHoizrfEwVbE&r!Wl-8w_KN2T2hR3jg!(UdiQ!kn5=i<{y8)BlUGQt(5Rj^e>5p zs-szaNQkuHGgSnZ)Am!S>UZx;nihLaU{i!UnK#`xw z1JY7SJZpP>o18V2Gd^*7)Hm#2DIpOZo^M;=55m!$O(`bsfWEBP*H2QH{wSH^NZ5Yo#7;b=~jND(x~>3bp16)`k01v}6Vf zeXyY43>5adk_NP64^dsas77d`=9ipn#W9V|tTYcSK1<`32!n(FlJsc&Mt#t`pPbVNVQ`Dv1$G zqclYn0sEeI!!ut+C0j^8AUBIrphNLkPku<#q{T;+)3)C2uC2_SDQwntf5;BTlBoNCkzZk3ozYzY~w{GAvK^uWns`XC+mn`NPA=;!d!RtKpCw z?Tf7YqOf@p0fLhZPhU}q!?DHmSg5QlnFJ+N*#u7Xk~1Ff02!#q8|QE*QK{J3qAv=! zjiYHY3nGL;P)XDpGA&aYI`s391cvXsj;FSUPuB7r0uAAczOMm$RY6L1@C9U;E4hdE z`uuoiGt?Wlu6DdOD~$Gf;&>)i$QupWo~=`A&L(adeCQ1F1JCF5jZb%O829bMTVo6? zf14rWDKHX1L-&sjq(LW^Pj%>I+_t$6g}6?Ahx@<1K1kqij*4g{+|!_frn7KvVjCLG zq9P)jn=RF#Ag)f6B#F-r^jS<*ai(xi?($Norka0ShwJ&ZiR_Z1cb;u#)&4VcIDVR( zR4j9jS9XZK*G*wM0I{)yczAYwX_HS)_g5nb7cO4+LJtx-CSO~*cVU%~2IT?%TtO4WpR`@Cp)E zRk_B*05b-Xn0cC*@t0;~H12tDXU9o`!C<0E#*@94eZ4>%0>lvEDqBl+dGda11Qfhg zXAXqlYclutzB9>f&xbxWcS+NyN-9A!c`0CU@xhw-pXfmN`a4nkArz?K;rZ|bPEJ!M zRHfRzi5DZ&77ynr*EWGVX1m5*6JQ*z)w1E@nX*% zucjFjfrcA_xmtx*wM4DLDDS1{OdiV!Ap^sRV+O}T&mAlqI}<)Xtm9Af{W*VJW|2ym zoz;jedU`q`C7FW|y++4S`ME=drcFK7N^uNbd!cdr?Tt{HhQHc+4s&th|ZAg{72}nak1I{nT3VdxQt2T zV}ntaue7?nZpwCK*squMDpf$ux^Qyxs4hIKPj3TsK)mnOzlwu+T*G)A5Tz;d7Z{=9 zp+UbeO44Z|vtq`0k=E5j1%I{52jD@^SGkdN#z;zGaifw7fjDR8MT@*u%zrQFeGl^Hoxc9FTUh1x03)t%M^(Z=#?(ek2At2NQo59hN{_?qn&jd z&*dJ7o6cz$9_QL-hwit*;Qpy}hx-XtUQ^2MA4XfH_*5K0LwHV?f?P5-6&4zD^~rAP zWnCA^`;oFaYkyU95ohW%9_~oe*GH$46~6Z6?uTW?QNEF0!}J2jpD9Ch)H*^Dcyy(@ z6FGbXMZ^;H6Ci(5g&!0~7+-<{)}N5-k1;$~cBi%cBSsC%_S}UlS>?3O`Koj_*~n>2 zn#QiQ%%=s`syrpsWKmJPTDojV(d z3>h7?&}O~j5eYObP$>>njqN8`7{E|wYhB4EgRpaqF zFfl1x_4VO-5Kzj13o=-?t*@;jlW9Hdk04Ef=_DyeLNKz4C=*!VA#9}{a=hk0m*L$a6FqeKU6( zU7yGzNHY5Q_0cu?CBND*sTm&Vy1He@?A}LhYJbHGkz29 zVpfQCAr)HuJzjlwk{+L=QoK}y@X31~dyiXRJ%9D1o6B{w+tb~|ire`793+MA5RT35 z^$s&XD=VJ~Z{J&W-{UYI5*whWP~$#oe!y{7HtiP8m%*p?bra13i^Hd)Pgk@(k^$wn z`^eNGm;R-4XIGk`7t#2<`9pI#1gH_VnP|XQ$aY^R!5F5>sB(ln^{tB+5dr|a73z~-Og}AL8{|s*&{TmTL zQA`T22Y!M`3pQEOSSI(<>{&eM3=q%k1YA;vGR&w}*wS{-5`oCLp|~0$kKV91@Xxe} zT8g2xseGCIhl6Bp5-?;jfN}IN@)1sc4RTjx_O4fSjEhfb$RAuF6*yqsUaB89WR^pIL!cJg^Rs}(B}^k~L` z_yyx61~~?3QX4KNK9F6qz^A2yPL&WMRrJ`>$~_arT0N*E04T*PEy#_H5!oI}J@of+ zBL)JCMmgcJm1+ONw2XT-X^jFk&rcU_&kt6gcTXNTpx&-Je)W>Y>7+Rd^aECwr}9M# zT@770xtI?=9yUY5&L^1E0HKAXwKT+wwXeAgKq$~xF#LytjC<0%abmAU3Pk$QoRb<& zJU2!Z>Ifm)9!T~$C_XVZf=`X(UQ)NwGd@1rS~}N_anwDVzRx}6V5We!!LPUv1Iitg zqcX-YYw`M%$^EG2)1Lw1i~U`^pjf=C#UC7tURVps3K9jH6L~S{r=o0MO+8>9JFDr2 z;JkTb?~rzJ_(Ms>IJWQ_>Pab`V+_tazj_m6Qr{~zL&NJ}TX-Yk zbUGzBA;8Ywjj{KUN7rn^2elPuYqb2-ni?ta}#@`2e31u`g3n5``7 zUuO3tOmT^k5r`?Lg#b-2L}z}>!p(v_r_VDOxlVu(KD)?CL$W%SAPz-#M993OIg@m> zvu^lJd5r{X3d9cC>W`+m`j<8;RzW zq~M9-GuV3%8zi@0iS0P+?ASLS$E4+%804d_+|i7C8J+(|sk z2)N}q{b!fTg&z<#AIP+J>u6uQieW`g=drs)Ok0RVvCX~J@_Kz{f)$(*wGJdnBH0W6 z3T&lE{ZwFaOe&z!&iNd5`yFZ$)w)hDjm>(SI>kfMl9LktmidtPTv}>4(L$-IK_(ZO zj#IrCC*ZWTcWP?COSzn5=w&A_zaO3KOqvSfXwc%}1Re*;(8A3xgLFd;-?gT02N&W{ zl24NZLzw;(baWZY{20G%ZTj+yar?lH-ShsFa2k7(rw19Nm4qtQl7lXWM^Ju60PlaA z{3vKdu)KKDz`eTA+s!F5`*3KKa0BU1!5LQy`4&~#$qt7*EN)CNqH}jSa?Z3n>r+rM z@8?73V{w`1&FfLW#!Z`#o5N-t+40Tzhki0YUN?ha2#A)y6Z`5o)YnCQO)7++nS*N| z`a9?+_H^PL6$E_0?q7(<5Q$Jk|8y;W^|9n+5T#m2{rpXj)c>Ye^S`4mkkD(ADL4_` zb2OKnDoRC#U~Vr6s8VfhEk0hU^ry!X>S+&*J8i&qb%yICe=#L%h$yrHR z8FOVm^gWMa0z&)TQ%-mm`De1L1_nVQrBZYLsv+9nTMFQYM_8ly5cV=X0OjtP;FgL! zTipV%1^=6JqVwpwbcb+p`& zHDS;aQc6-9G$)mX!O}h&dGd#z7OIw=y}v73e~N%XS2jOVm1+;2Ete8CJ~x97xOr9* zC_sW!xAk>S^=w&#I2U$m3KOGTtTgy!E26P}CytfyBx9f&|^6lQA*%kLDSaTDyt1 zPAwziX2=ohi`Fu5LnM0SM4>>7(9fMnuM(B*h{gJ-JCO*jQQzK$*|%D3GlH0R^Gehx zT*~n3A$D5dK8*jDTwz*jFU)P|0XL5sn@c1@1R#%Oyg1v?@sOYPtsqYTVa@ybq4C8W z5@P+E6F>D|_trz2v47*N(?e57Cvf}ljyH&)o}Ny0+74A>wS`KcO;fuOM|xZMz}}ZL z6zg+Tp*%$z=P zZ{+E|SUmdg-2!#Jsm+^u^D@=?A@*rEqvZ-9_ItbQ!tI+ZqMlHHo==;lD4Fo-H;oV$LHrSGG*dFAY|B3iWeg{jaTBA^w0 zesR<+8?gMuY^r)vRTc0gsA6CnTy$s3(wsoTYXP0(#V+|0>Yw6osYx`6KkrduubaJp z61PmwNORei4Lz_Ru5k-`o$zT3*haX0$~@bM&0WOqxebmb=JMbMs;W|hprt75GYKER zHDjB*bdIUZA?vI9e?A?V4;M5VtT&K_bapJpW-w&0k!V~nX!-KsMqA$I{(iVT40iIJ zWG)tyMFrHb4RMFZw$@2!XS(_02rrY}*rvvhx5g*!te^Rq;DZYK(z;9n0lYDn-eZkg zC$=QE;oW4>9N(0u+2B3go3V%pS7;sk4ci~A>KFDb%oiCUgMS&Gf{)#aWd4wnVY`*A zom#clm$ck9kQT1#)6nay=>9gt8{D^Mp437ef}70awUBW$6$ z9WnMFD2T>Zf|Madd7!t7^p0(bAe=BOfzV<6EK`Lrow}3nL&3Zi86=pr5B9HkFHo$` zO%d?W9nv~3dM;>n@sT^1=nbGkyrgMqAO{JvU}dzezy|x}9<8Ln;3*kWb%9Z|PL7$y zzD7|~4hD11&14}H|C$qCuZ0h1L5z#1@SmW``*ro2{dW$zm~sM47i}Ne5jg_T3P2`UP^HETkh{H zANw!ec(L!!GJr)Xui2e6y(*E_o%}WE>6xf%u_^Tj+V`tD5=_H_b2ERROIL4B0qnS5wK0 z%PNOm<#wpt1o)x(;mgpTBk(gSjK2~}$g4uu>&Jc{Y>q!vc`HE(raaEGtg-=GP_#ar zG^KuUr~$BQ04S9$qhQScHhuM;v6kl}NJd^Vh0XT}-}wUuEyF-W=7;5jj^i10S4ZMX z9g(xkC)|-Ic^ml>SEGX`-nk@EOD^BZrw($P^Vrfgf#2xBK0w1<9STx%Sn?tO_ZVjr z5fVH$u3Uh1R?&KHm**#_W{y)QP634ol{<#?W_+OTk=80W2GUs1n{tOR&ahnOC5a`z zki@&QlBPt3*4m&r)MS~sTkM2AZ?{KB=!463ztV5qsq1u?dNZfl%B63!&cpiYQK9R# zo&9yC9ix`2N9X7N_y=NZm2O34ekJB{4ib7;K*p!tzmTSiK9`mCEbDp#sG07l?YId`G>u>Rrj=%M{_elpQ{QJ{a@*8jQj{sRxbjCMv!P3{+~};S&wzZKewALh0m2NMrWsf$!8xBMauaLYdUP&n1I%;YsUl*tt~FUkZFuPC9)Y86Y`Ubo3r7ML?(Ce5 z1h3z6Z@)tS4l2^dpNf}e9L5zWH>8=li=^m^enVT6SoC4y{Iv&lVS8F(_1N4b=cby@ zE_rcgk-HGDVhTx@W{nn+58R@Qol`}Gq(d<{mejW3#N+ntFErOlVSdr!J&ryUB;?_r z;Ne0H&&)joDiH7kM(=g|E!GDv-hvp1DR+ot+1H z#QGAb@f6{l$r7M=`P#?o^#)gu__bAR9Ndb+G(&wl`X$F#8-~eCxEFjvMrIC3XD4b? zASf>}Eqrr)9=Q2uA zEWK_*DtxE>=a87 zpm+4^hv8|aGF6wienO^xf3Jy4A|u1nGFFh7(wy1$x`LH4$pA8lgs-^k>h`BeE1d7g z?$vQ$`GLIoPRMyUHY(cW=^zK|TlP4IX z&l;-0+zc1U?@a%idd{HdiMGc94!~wvpG(p})^>uMxxqK<(ilHY3vtacz3m4X?b$7%MXyXZ2EU4c- z_aRNSO#M($vDqD(&y2*3e&O^sT=xN@(i0t8M_DBP^-Z4&l<3HnAankv4$L*

M!+F_pMy=l*^Lnlx@PqLt5#n8RgcuNzt(^??)WH04K(!#B>whvu*8` z@ydfsF^>XWJi(Y+kn+JDKgOOwKXoXJZvgN$v*DES(&D9y<%5Z`g(XaV!GUe3zQL$~ zQT*hH&}siE7uJb~6+wj%>rzc^GdZD~oW;2-@|Hy3WNRjH?R9;E-mQ(>E*4x=Y1#q; zFjh;OJloD70*;YAIQ`?I)y?wvhPKII^;_VY1%a};IIOp1B3ioN3yF1TDk=Yf0Eu)U z{wC$kC$Uf0l}UX7@BkHnBlfMCC?fWuk!xo1_6%hcbvsTJK=kqqo?-N@n6Qf^s+*b4 z{yD8cppS(1LhNGp55+7%aw=hl_K?#&x&^)x)@U=_Ik)1gT$IS$hdww+Afp1s4~{hQ zttj}4#!zn06n@-<7Tng8B@;hTp?w~q5O&Iglk6wt-Pr3#4NH=kC_#V9(JQ|%m zx|zW1S>J#EPd7XS9)d-3U<1#u{S6QM!WwO#0SGfBan{vUegm5t;^|wC!K(}27an9J z;BxUE@r7Z3Mut6^h*Z0#*~nz=ZN5ke14F&-$w5;Mw6~6$W`H`Z3SF{iXKmV>vHnsI!fIy=!r~FfC4qKpZL=<~%CWzA&HI-cE={*u(;NN} z^8?NcT^PNu|9S=rrL{HDu{&*wZ|Z-t4e+$exBlg&o6{9h(gC9e!ovVDA>eU4JEL>6 z1dxEAFZ`Gg`wxGx@-)pn@_m_q<{#;OHyZuY-fM$r52hcdeJv_`V#hhOs}ip!Z~XkZ zicfOZ8)HcdOniUm-c)EUA+l?f^eJkt6+;4ID6N11M2! zus2hH$in_bfkyQ65Yt&C{tgO-Ro`ziXX;1Sld#~-2KiD3?!n{1q8O2_4}Y|XxuNe2 zK;PA85_Cr+7FCH<-xlGdF|sSF*wy(rF9L>pO|nL1RW)0Hk(n0%E_5Po*f6e2a7ZmO zN#UiZ|1And!XP}MH1TWyI-5qt8{N0Ch8O|8sCz(;pmYW=A)(=ktiPeKP|1JU#TqB+ zjUXham~pKm;xLBI172qaM>k-;Al4?Vmmo-XWOQWFSzdA2j2p?JhsD|Dly<+G1U=q< zbiI7$xaG`gZKR;I80e)0s4OFMwKzQsxMD9F-~ZjFjmOyBbw&oS54$&9?Zie;EC6cI zYjt(%KB^~E_ff|4AdsWy6!cg9L5^S?2cAAaERi*AB^O)YJ$Ux8c>|2{V0^3aow`Xf zIXIU&dh!b59~6Rf>fbrGY0>Orar1{rO@n^{vYL|WjogpY`_J8^(5NgMv?G5g@(Ox& z@PUuDDBM(h3xuBlmZ4y2=_VSyvT=lb3xaT;*lZ3kOfFrsb0#mK-rtz-$>JW#;T|De z9U|P=T!)FqXj+64_V)PtpC9s{>apt%$-s4wC#9U+u0Fdg zG;)+L&&7Zu$l|M*F(R3fz_otoq{chB(p%_v-c{9UhF8mk;|Bk#%Ju==7*7l5VMvT; zX7Nko@}{4VO%<@RSFR;h_UEx^PJ748Vr{YTi&Gt|)L~pt-a9t?j5vPvJsZ5ehT@n7 z1ZN2G82WTo%bTmFo$c}10b)l%<>{hc?G`c8pdMZv47aZ$DP77Jjxcel-|{o^t3dNJ zlQ|<>EVGJE7)RF@k;EpAtO-@%hn-V|o zy(2-ITBj}r@`7sdkH{j350|IbhVLaea{Y2ig z{G~lnR3fBcHxs`vNQTBuFm8Y+Sldjb^>`{&Kfxd}naB%(;8;_9;bJIfZF!0ZgtT+jGt?MwTFi|m371%7C}RR+bGIeg?2xyn$)x+@eeA)(b zeqMAY=qQ`|rnZNn!Gld>GH8b1v&T_lYRPyk5zO>Z_q8H{BoHL%IsYCc_;rNi)oVF| z@q{El?U?xGgsNSbaew1;?37qR#-eHv|v7sgbcaR!ki;_L}7KKclwi<_mg6HXPf5PuQ#ov%+$qU8N z)4f=!L`o41+Yyk_#e<`BFIprtbHXI}_!bj2sw%2GZ3iYDbO!$i68*`b{uY%K$i1qh z^~td8kxyn0&&tkB=M~)@DGHC~kS#0p?|k#Y-g!(orX|c6Ay*F}k0hfmjPA25(SRn` zQZ_FfVgH~Uu;Xl8OjpAzBVEp;hG%%_EQBpvZtdkgj4ELO_w4(cZmLh73J(|SA&kH! zfYH!iGj|C+G&KM*(ez*)2M>=W=cF`^Da28dqn+&@%X_k8Y{bBvbTvw6_89kA&cxQ3 zGzc_35G|V}Nfq6@=y@PahDEPsyL|V_?T*C%SGrTizKDBS!|QoOxw}`pfN{Y?!`?dH82F#6!|`Bx8*9Oi7wr5B1M>rm z8`_(N`81!cx;8RWmTuWfb6|$;FyzUhns&rdd2bJlw+oX>RW^ zMNJ3^{-&gJ&ujmyDna^+jJk8{n47@b>0IO=f{=>;12uw>?XAvevX0PvC&EQxgOze| zDtwU*)AY6JxXNv_<4yi0Av7m?u*@~;XXLUm@uB;tlP@^)$UjK%NA8qZn|YxWpJ2GFuaqtg+V2H=}rEn*Dsz9 z;?$Mdn!1Weq1UFcU(AkYgkj7O6v2R%GIUGfPZnAAN>YeJFSaW0J<(tR;Dk!&lM24( z@*cb6IThp#6WLCWh*4?ZSmo0>Kj!49v!Bh$lFx7>4He?;V4v^3{|+;KRF(Q}O#Ph^ zA0GT6h0!(H4OVp*BdbhGV8dbtYbfjaeam%7 zMHV5MmM|0 zCJnG`kzWhE?3xXksPYna53;A63d=6Z`oFOHMJcI}J39b$clw~?`eN(DK-mA!!_@iz z-#m=9w4*@?MvnT@TXUVKm2STkMAw)qk$SbS%>A>47LFuX@8&k9uHHmHdhDwko8JYd zJYWa5RiMZdiB!>pKmgoT97T>H4t2Ik`)ztMTdyr1U|-%gZ3P7Z<^MM86bPQo7?OXE z76N6Je9xYzoA7t_)FaI_<)e4H*eYi~W^sFPhZ9u=wbo%@*8hj|@>i94EiS#R&Ph3I zGu+bM-I2XISY3k;W)Gp&)C3uc=gQsK#=d?*2Rw7`L4q)FUjP{pD*2Ms*n5eVKGALd z8=o6@(^qNU6rqY{p8Lv_`~x-NkN^|8v@3rVL{_Nr>Tg$GIy*DzSmt6yF@AL*CSZqx z_NHtx5c51J!8ftIV2Tdlr$9+qF&7Q_k69~$zu5lpV#HtFyx@$SMGIX&b{TX3E{|zs zO@!W8luhK;+S*W8dEIZZrKF~zk*i8(|0CtgoEx8p@`I9nZmo<{(ULu;qeju10ulbF zuWs|2Q(5x=FFCq>^*)6RmD>r``9rMPyhMzOv0?)#4gTR!mLvMAp)=2xa0tA(I-3iV z4$KFoEr3v4l_Nwf&`Wq+GvcVQ(2limT5eU7x9pKEBY<4U!ookJoM%{x13(gO6)jL+ zdG!cftI%410GC&f?kfNlXI0f;!mwtdV*F8<*}gXguyD|PSpW-<=dtvWC025ND!v&i zn}GAI6Mha4i`_)0(q{LsRLtE93Kt|XGggNAYhMKRF1H*w`C8-ujJ#19pEF{Or4Ci? z>)_@SF@0hPSeC~?iLIdWlaE9-S4W+4o%fbU`}q@%*(}GLZ&mFnJk*hlG$3U>JbZPw! z2CCa$DT3s(S-}&dUDLx%euLuCt}V!3^;Uu0JZbc&N-mVg$4IDkj>eDxFPj}XH#vAv zPniDa-4DfE582X!idqit+r_tD5DE4i3WLdFH_Erq2?Uq*>D*@N8-y6g!Kd5IrsBe= zd~OlwS^R=D%;#+B1Uvyz#7OpK!%Rj@8kD7(SF631$NIiaE=zHheU-|3XGeU#*Kcl& zy6ght78Sc~%>Bv0lP(zkZ$07!(BY}kjbWmog|8%JDp=(Jn!+;@6*)5y!q9EB^M80( z7VqHyK+pB6^>C@4c$GT2A~A| zP$W^^*T%M0R+`$1XY|;_QIQYC4LWe3Y1A&fBR2)x-n+`oH;0)5S?X0KANukdN@}?R z(@o2L$Ms`RdJ=rCAJzn&tmbVn|pr}$VuAGaDeSlEMJ!< zZwEko{6krs5tbDIGVvetB}@?=;94vjVMHh1Y`%HL{4$0D{HuHTb@v=wL70rI_gX`Z@{7vM$OQ#(i%hE%c z2td`amJDbOBx;?!&8@Hk)4)I&s7fmbhBY0B|Hj3qkfaH3NbuEGp(YDM39>6a%w!xj z>sl5KmYDtc&8>hs9?g0*O6+q#qAT$3@anBqfW6xOED@XGGqlF6=MH@F=xNjk2BD9} zG7~^8Y7cntT1t5T{JEQ>nSrsbMRfn&PJkHXKVT~KosB)+Q6dab%ce~24_P7lLBL2c zSu*s5@Lx=MHlQL#&#exrl}h^T$Vwy9l)c!1vB!*myqwdGl< zrxkp#zqh_~c9*)KP(6Ssb0+1eAUhv*mZ=>SAYwjTu=^BG2B^V;=zD+4ilb4DDG^WF zil_eGOm_@*)6NRjD({zxRfWxDP zkLv^iO6pB2Qm6P$yElV3k|{dlo&p^a3NTW#2QSuy z*57)zc!bokl3r)l$_u{$3Xd>p$#Az(!MWs)c;-fK5F}0FeBcXMfS176odvAhYx=PX zMcZW;=5crH^3la1MhP@wILYtK;je!c07`$jd7a*zTUYx37})wx81_14Wo5T&Mu1pO z!%exr0y*n_UH}A@Wd(lrUEvzf>JuxT&hs^`%0&STKJCCQACZgyVSuW5aUpQ`2`1sW zc`!jj>aIoYUjwhy+%J-yYGcSJh3JXL18h#^`GA%qNes1FOU{e5NRw#90;F9W4;}pw zf`tVp{3X(?6O)7IJ77wS zelm_qoUoS?sLn_Obygz(lNxT{OQ;Q)uyY?%_xf#4q@)M#i6GkA!n1uL6c+FXb-vd+ zJ$1jk>v_+WbXR%}pU%Pss0NSwUi`Jw7MEMS+0T0{-i!#vH>k|?V34oRO#I#c9cj&*Lk&pCVVPrJ4G1J)XI%u!XnUsYp&k84zHzLEmsh_s7*-c_&Vk`}U7bxFT`@3S_1Q`JmcIo?I%0){gvhjY zK;0{0jRc3C|Foy~SsZAecX)6O^keu<|7#|`6X>qXFer2XIw{RG52wohUldh1g9ngi zh#L2yal}+~2&oxVz98pTVPNTm%6hijO8(MG2jiX+M!8%8bkRtD!XlKn{>?4k*sY=| zH!1wlJ}}RFyau9s^K6hIb_)K4j6FX2|6DHZTKZN5o&jZQ6H)i*LnB z41%8zfO%L576EJ!_=P{j29Vy~1hus;#~JD=h6Rl&WG@Pcffl0#v|9jMa~XC4f#Qb6 z%Cl?kG3#^0yz3Ho?Zz3nvsSY447?4At*l4~?z*x<_0)uI(O*?G$aIEhmFdtN|jrb>S^zxihItLkv1}=24K+^FtLN2Q;c;g>pwC zeNCv)BGak`4{se|-46iB@8EDx2L4H1=QqOmlILf@;6$1*nP$iL032BXnzmO0f|OGU zHP2E2f1aPa=j$O7H2Oj!Fb4mNiHY6&D%k;Tc(e3`nQW88CmzA!bsvxJ}olY`t8+Y!914^ z4`>Ca%@s~Suat@|0?5D0cJI$IU?Eyu8q_|0Yecxa!(h-f1jK_|K*8Il5Od$#%(+#! zUbW%&FoL{@jwZGtZrLEf&V#}E6i}D|kTI`wJAm3{HpoF6A0g5kGOp2wCpTiB=B%yT zn+_6$5zjxM?qrUIM{a7Fe#9lSv=&FcA6u9d8_j{9q5ovaM#%Z-ZCh02l$?k`v-C|Z zEcE+tV2VoX0?JosXL7(sT!JPiUt#%W7*wd=Kk=u7?P9~Gq5YayZB`MyoN!G*oM$2@ z-3mychiLx4%kN?tx&)v6fJQK|PF~E&nbRS?^GNPfAH3V}W=ASDOX+$%)lCxqH8G$7@3m~fwzO!(O#MsJe|s8e zQ!8QBB!PyjxB-sSn1jR1vWhv!H7@gFFA1voZ(~3Y8$Uy(bi~N4l`NO-Css6mIyYH3 zKc1}7@29N$6OL;sczAe~HjWYP^t2Yv3USx->)|g^pG#WMaeY=W5{LRsNPF!_icsP8 z{r(d%Mm^0=B>-8LU(aZ8?i^^KB=`Ra3(w5`8^<3(A$}ekne8O-_&QKz?$hy3sXpXb za`VS*4LGlaVz(RZnumJN`)6(%R2%4ZvRYX2rj~=@Bhh$hqoRf7(jb1vn7oyg6ZzYX>KklO9cEy z@s;;vrM$<<ge#X{W{iMnc8SDDnV=-N|OxW`=;^t*POC)g6cak`Ip-9{*%8PfyCM4$`?DO#yu^p zZx6C>^1MU8=LV|yUv$U#8QkDLF@d^i)bDdJQ`+-YwapKHk%Bn6mv13z)k#W_lV1+I zGl|f#h2?X4eHwmicVuRNd_`Y=R&Y5Vsyh_-_x%xJCpw$;x-A>uMLl@Psr8XirB7cf zj)H$MWI#BONLgH_8Y$!4mCYqEv?hc?9JAPC@Q5VBa?ddi!!x`taEy6zWx-s*AaIK5 zP}|7(u2h91E~fySd&9zLj9yks#v{JnSw|#$`nXBnS(EpHjg0*fQ@zDV$jk5t>7tw( z0`#MA3nEK)P#$w#L8Ej2_#H`|HKAkgzWl-{^~>nmP2b#|zkaJX ztu&jVq%BS< z1p7HmP*4+#4Wb7>zgBG&CA?i6^<5G3$5oR6l|LuQ-_JpAu(W!$^P_KxhQ;mu=6iT{ zL8=|Os4`gs#|lOaf#Zddj_P~zO!;p;H)VbXug`#$vGvyvf(is>af8FOx%RuBG#TdW zY3gkwK>+C$AL{iAG{`{re1Eo>#@R=~;bkrDj|S)AE9XB7(Zv8X5qJl}!_?VQ&=Vsc zZYn_;i1ZZ&GFie&<*WTltXy$lZN)7Lhi!Llh5aEhcID7gxu2);iey&-T(+;5PML)7 z>>ob7xy3^ibwQIF4S$`DweqYu`n~+&9teA57Z0UXuX`e~m<;kj=&=jc?on)RR<0-E>7wtc0Ugvsol*&qItl@kB_x}1yPLCNL(S;~v& zA!p)cdw*ziu};1EY&wVuA=Y;?e3McRkt|3OUyWLeqwx?_M{3LE_B%Wrvt(gRMG6G& z)Cps^bbIpv!+)yA3XXqDaF5OO{yY5xv%jsqTC3C1VcF|3CAbLucDp0&R-WfWPn$R_ zRM2w0($YTw%W7ic$4`-W%7 z>1b?htgD+;PS)$T2S zLPun*)}3Q*pG2xlyuKD%&jAv?xwwS>;J$a#WCi^p- zrfS|AD1`m~_WW9Hh&!p}L_7%x`!q_ps#4q9n!d{w>NAmFHX_L)FZKlIYn=B142qW9 z!RL4^YHU7$mfomrzS%*VY3yVXKkpNyvybG=rtO?f;7Ky z1zr`7O`D=k1lmhj9o8CymL%Wa37uTkL(#r4F{KQfWM?x@^(~H%pEKf|Ckx&v+Q>4X zqmwvI&LU1p79^|UBFUagC^Y=*E3Gf<^1jG#EkBgoSJUab7Dj{qV^PLl-Os!#vTwQ; zGGEeO;rDYbYJh;FT{zC5%CAlm_2D-5IcpWdI-XGiX^$-xXAdicP~h9Q*O}~*vVWZd zb#1Q5O>DsRSn6E2^tx@%w|7fcUkK9Eh@9@`cwxlV8J=)L8%CB}U&zvy+1vk83Ap}{ zX5sh1H_*H&r~2-f@s8t417Ff=$xVWX(MliY4XAIrL66fP*NvRg2L$-u)%W{v(q>*gFTem~`lRIb~vDUWN$&z=FZ= zL^-^ptu1Ti+UFxnW^5gTXq5pkd)coY0|FE@BM5Fk%Spz5Sgg<;o-~u2dJjtw7i&o z?&Ik6dU=ZMSZh2-H?g+OEsF$S=bzIhwoWvcqoak{gPJnl=0>@z;p47SpvTklZ4zG> z2czc?e?Un2{=JAsUet^=r3M$z86`U8u;sqInJT9s-Rcwy&HupJr(t7B;8OIu-F=7l z?m8o_GM)(ZKFo5v_&_Q-`d!jddvf2zd3cLta%%l0s`V7<{)d0p&O;j8Z?LJIQ5uiKm4it4kRL7^zI#J&Brb z%l{t>@a=j`%4$nNy!a?!U_k#%8SImLXxq9DGG-fMvZ-Y{HP6-IoOG6<_k%b-#=CdB zt#{^TqvBE*+{nI|MYCAmI#Mi>ZX_vuJ}r+KA{6>G0x*E_9gb5FgVH$Uc{|$ovHK^7 zGA32xu$FJx910;98Wt87F0T9PWe>JBjlI{QILdSF6AIS13nlsu>5_Kuy(?~_Q@rd4 z1FbMfVBSO7(3_=tr)T$(traAQbOAe?CtXuRhMoeWl{(ZD!_DjbJeq*h_VwZ14J@4b z%cUtHB?V`rau2C5fKTKz{MsH+@J)eCSgsZ)M^`V^S{IP;NGY=gCHrW$_5MBB@5;GA z3;m7qP^wHP_=C{WYud!#mc*DbPJmQ2?`f=95Ddy~YFbojxS?y17Is~8s0_-qA$c{e z^XN|d3N`9OL~uWceC)}3eP(I9i(g`2Y~BS@eb_`Btyxo-`PIbq{-oU0A>RB)jPue_ zFD|NOiekQZ!r13j;KAP?)Rx^Jp?gO+lfvTXhvVsPw#Z3IB*-s!47L%efRbCcb-waB zYojlh$mXv$Iw~lo6Rzz-YEtkaYIS5X#o1^ z{`$e{d6_85`rH_N)r%?_g&Uuq?zwu|=*?cNbWjEMP}wEA@$3=Y09P%4IwrW^8Y<}$ zfPGgY_T}4u`Nr4Vii~i&(7I@pikw>}{ZV|`UspWb2~`?O0t512m?Y92oeZ9(c^W?r zyZUam_F18_M*a`cbU*CvqUWx3R%hm}6g=GP%OC6cUC6iL*G^Ups+6wJ#4lzVLmOo$ zQA)irwKswD?64Ne7;9L-_H_HLipi$c zv#w*10PO@Doqr^$%$vAlCk;TAKnK0=fu`>v2avo|av)g?8&fp7!f-#4<4F7(Pa&l_l z>MO{|mb$2up<)itrH98XUO;$!=mkzZal;v6z7-7wRwJjPa&!uBfgp-$|A1+To-o*} z$AwazAsNEF_7eevzJyzPrHw}o(sCt^P}pW;xb{czc%rL{?s%m})JW71|4&wdTHqd7 z;Y|0B9cwb-cb|3}+}Oap75s1XiSUvB{}#&?`S7=J$P-O}1EVMq9ZtIm>T0mrBa8w` zwMKdBS$?74I)&$=b#Ltxq$;Du5Mmwt3Zz4sFl}wj0=xAbuh6?3onQ9YSRuHZ(B~X2Qmb z7(`X17zDLYoUpdE9!TAP?W+zJz(y~cHK&=01jbs#ds&J_$uxAbuXx(r}K;qvlSnkIs6pU7E`b= z*8ZGm!3CWz9LQvz^G#8;uDI6I%jithS5Ad!D;r+&13ExRUUjSZ94#t7ia^I9s`<>5g?%xt5k#PIDn>g_9oKR1sl*AVF?|Gj?Q_-ox4&ysV-@rV z1F;mnhp_9NJf~T4{KUD$c#&V|o0If8n)KTAkwgWiV)5T`x$TcSI_pDI2APJh*&uSd zG6!3Zyj0Qpj6?H^apF@QXWeERtT+Rn>>Nrd9Sj+_E8p^E2WsUUIjPoHP|?XLqr&7d zm`tw0tA>k9%oQ*JQ+I-B3A$|!dD#x7!RKx-I<7u}(NMja5~EIM-yhFYv`4*s?Qc>R zcYy{96>Eyb7gU+};uzi5ohy3qd8m0VvpK9PJ~>|kK069*@Y225Tr-V6NOITa3!*0rC5= zre?Z7nf);F9z2gaWG%GgePBUBPb6Kt$xQhzy;Yq$kMtlnQqL|($_ z&T2=n5hV;#iLUvYT&a*0lnMqKS{|puS6X}78vqRqO8t{mHL?~$#Mi?DcnU1VuXqR+vP=WKhKjt#!2jcAlB?au`4_dEMty1=a6 zVY(G;qsI9Nt?TTK>>&k}o`B}AjXHFoU2(j=D}^vt>zjFiGu0dFYJdAEGi6lT;}=l( zzxNqC!Um^JTd{r9yCG)FAN+Rk!0*hPa-WI>$jg7SEykt1~cxRo}41^?*Wxa|n|UP|gU##+8p zy5!}gdgj#eCeBN{C7c}wuGTflGjws6G^3-6A1!v?%p7FCoOjT$yzR z?>y7Pcc79v(*n}55dVU=_eRP-%)65Z2a{A(ans)?%5s^(b+kJCdRfy4h$$r68Qw?MPcZT8Z`{MxJ~h9`f&`$|v*NYaAo4+W(u zj<wc+aUB4dsDH?d;s+lQN0lv+PaVMK)}1P0AStiN6%eI z|xx3Ay-Nn;kb{Q5qkF!ggU}v=^6IRc_o>mi}~| zNLsx4H1PB)KTjL_wDXL2sM>!k%322miFXFdqpYi`Wc?|txxewC@Sg0=W~|6G%}FTn zQ(MzSN?=_~Y)Q#^n%?%j&@ZT0H>oTw%+y?cpdh=41&b7YI^sO=tpYE7SB(N#w(QhD zB`2NW1i|j|)8W$RJ1pbWof1TSwGQkR{_Y&JT{q!qt;SrZ4>~_$MRbzLhsP(V%)#X3 zsH;!1DZ267!?^(FqsDJf1fPppUmOYLbY7m1ueH71OYWxCW{%A+2P2mWuzob$Kb1x+ z^KN$trq1<6E}tEeTx)Z(`HVBm#aHP=1&SUY>efM|wI8L!9unoYIRpjR-_RYm6jZc&sx*+s7_iP7G%CQs_?6?cF6E?nx8{p`4GxME zIV%y8sF2wduSm_Wv$&8&*7H2c>w0Pzam~!djRh6n`l|O)Lica4wBimFwQl;glOP4X zkdYr8+@vAv#3FBv(PuN0in^6q6AB}>+{g#Q=C#rcjmjcg?N2_WK zmO4IvERBQTpmHt9OGn=^&+U;^6en!75G_LRxkJu2Mu!V*qVe^XOnx2$dD@|j;<1)& ztC|xaG>e))4H#&}sXw{?o1gyhozT~<-YwY<-Zrm`ouBK#taz_TWLV7E4D+?x>Zq#>ft~WNn6Dkk&!XbJYSp?AKd%_FE zijPiJBW%u}bA{x@s`Z99t-d%VSy3;oZ__!BHK6Ox!0RHgzr`O&{WOPte=EIC3ZPBhRAz!NsGT6GEcGGdx&rg8KE}r2fBR%#VQ(SWWJUMi{~e7G+n)0M2(_6SMHCur zh|?(GlxuVMNRV#fU_2rA)aMRL^}$wEi-QV-;R-gzP&#^NPv@XO>^P?Z6~Hv(D{WE zwkCLywPRzY!75>-1s0^yMjZj@6eU$L_&h+Z?Bjh5)P+Q|{G@HJ6h=FJXLXF}Rlq(^ zNji~V1TG>q!n(14fQUx zX}3gyWx+HhsGeJ3!0^xp8CW7AG?PgJGD5TvdFIyZ?={lNVI(oMYmLtc!g8vejfG=1FvS0}BNUwL<0fCKSxO+~GEh zW5(KKOU3Q{r@^J2wN9?gjyd%N=HL0sA0EbfR~m;;&x7%Xmm#5V3VQL1R!<$ZR&J(A zA%@utC1$W?yrbt0*eGrBnwXNNS>S>)PtROW4`*|@^{>C;@L7pTDG8qwwHuew{&0|! zGw=88MP2awL+`5-?!65fGs_HmmMs!hO;R~zFJ;)#EezD{$-LP7C zhy45-0;o*_|25aEbp0)HH&k>;FP8MoeW7a@shSld$`r>OG}m8K*5sEh&_Z8d&g<_d z`$L=silZgu@2k|6lFy>UK0sHj0fB@RQREgYO`vPo$ri2;J9xLZ1pKGgGg{YAxGT*D z3fJa611qIt46BR)8I3x56^+E^(wPW0cq%dbV4({0<0&hhdAaJahX?ZGFstVm|6TpE zSbaftFEn(XZEdu~>{Z=zn-a#=k2WAt`$w+b{<=HZ>WcSx?a(C^iE47G&&Iw?Ky#Mr z!_E-_XPAqqqR?zA^2U1b}cm)S^YV0JHHA#Zo&nxA=wX=$J-kSk&(z| z*3XZ({7OJ6yX*X}2Q!)q)GQwSZRgTbskum8+UkP5hY=4~HOt)U72>bVt488?8V~(B zBlLjEp*Fz9q1zM?hyTizwxZka9shm@WxJ2DJ?9V#=ir4!DEPj!FRgci}WJm`_{y0150jCxv0;tWelEf9UsCQH^<95;ozHtus$;9$1rEmE_{ zC^NafyuDChxF0ld=JgPPK>U1#D5C?pJaO5#7*-{4fCmN253?$xs!+AgQqfl`o2)2@ z1NF7h7nLQ|L9)Aln}4r+2qM@yEihjmAE-^@5tS$vC{T$7$J<0=O+TGQg6XS))O`sJ zhe7j~Gkht6d_?ebNjuWW{-54rwF{Hzf6ZEUe7fpjZRr4|)<%?`>t27;VYt_I>qR7P z;W4B+Aiv+x)ceNK4PzB!)QC|YH~59nt!v|YHc#WV?^dCp(0sz_%JYf9XN7L(nbd}h zG2paTi+wPrjCFDBG-K)Vd0e&Qqh@#PxUzcJnaBxrErJa`=L|b6C8Ic7gzBXef?v;A zctQw8{hQ-MOSpvCm;6a^MN3)!zIV{MZw&8MC{_PJUyv}6{ttwUxuO4ywy;=4$OZ*0WoP}0NND*bG zJ#T$A;NAEcdq=T4vrx=>#_7&9kDvC9DX$H%-|boYQx>9p^2Wr&{%TB_nTyS2RuJJ> zd)eKH^#jEvG5Y3lRZ-2is*`M3x7Lz=45E{sJ}1$Ms=xQ$q=|9njo+!l{)LO>=$D_+ zsx7l2QKI`XBs$h?y?25`@~{oj=mWnGqtgqH9Q=T_oO1QP0_X0C1*7Ff#pacX(#wBD@D zzq!UGUTKxBG6)EZ9?B*_HpId}RsO#Xuuo{7%+!%!k<0ga%w`<<)7(gUt*M&xo!1YpdJ>`U z4^}qHP1@s#Gayj%mgR%%xsFe-GLECSg_W{*l!@OYo2YyS@;X0YkSN$ht0)>&iE}mQ zXm><`O^fG#t^JT?4fO8ttF9ogUxM`_=2P z^=y?d8tLqQ>2Ip55;RgG=1h`fc}m{Nm!oPiRjjE^^g`3j-#;XxeJh^nzX{@KXpnPk zsD(Dkl`%0+XO-K5KpLmX@=EmlSq3N7fim{$-h_A$a_&PD1fD&Xrel~5U-%V>!o7Od z)BLCEBU8G*rG~sd|CEnPlHzhP;BYEW2@igr8qGKpY(5rF_>+@9QTZy(=N7Ws9Fl#< zW}iMB4QOPnO#2rJEJ2nj_ zK>+EB1)QyZ7uMZl8$O^Q&n;*)I7I%DJB@S$iQ4IXT4!l9jfzqg&~(CBW~(y z9jO_Dida{fYKc43H5^fE2#{MXqv{JM(SXy{DWAXvh?WYdf?uoxhkuFMIkDGG)cbYl zaCsmJ0b=qnUX^>IiZo|{`_5aTO_8Id$r*N}{S6nA0tb6Z7pn5yNY^3OSH|fMv_DC? zzevnDAw_scz7Q+(m{Ne8pt{^}fclHC!G9eA9eaBZO6yb40S^;kp8#$aujn$)8RJE2 zji|VRvv)3q=szCp?9V7~|1O`A|6=13N{hL|g1BzyWkseYbF!~9-7k>PQ$eR0J+U_{latl;ar&MP_5e<-fD8Hnj*x9bUd;>qh0OmLPwA6{c z4k&&OMrXBrxKfks?4z($VDnt%#v2IT*H6c`G^~~9ohg!TUyj#(Je+AVtJ)YVqtZz5 zy;~$#epN{U+yD6`1W0mJ;9@nsdZdW5pwU2+`V-n(Wqwnur-ys)2$wp!j-OwjC5;Sy z%d=%!?^x@?hiJE-41HhCwg`C<68YCE1KFXw0cpZ3YhYzAIzHZ#|EFU+P#r*nn#Z-h zZp3SB9m12sdaZ1Gi5}5;i~n_Q^uBuo zM{#yb>M16P_!7~U5ksmdU=3JrV;}9yPNs@N2ZQh*t6Mos8e!9r-h#i9-BR*DTrG_+59$BVlcLln}g(O2NVH9Z7Hsty%fs?0*o zkD%OgvV*1nrBJnQ=w)LRpTZI~?Z~L8Mh%a?+ek;bpn1WuHu;zmF(QL}fGZW5XxNxn7F=-)nqWJ^sv`EN$C>&ZhV5epyJv<<|EpSV!;VxuLn}6+NV`E7Y@pH4WdS(5y z$WmcC|Np-1CiVZL!C(BR!ArNQDH|F7U);sSO@ymHl&i4bHjTQB5ASYZe%ZxJJ-AUD_2X)3F02cP*{|hp1YFl?#?4;cVB{%$Kjm*(&AP^Hx3UCQ5J?Uf>}n9SxPW`CcD& z$AG=8j*@ueus@7q^yZ6pdj}Ge?lHR8g}`6)CoKsjX%KaOtSAqCCDFx@G}nc%x#xvb zRSQd*_^kM?k!UXF>M>evsA~pq0~z%`pT|}fPQBP%lUvwRnG)0;9AOat+%h$Y`tl-0 z1W!$u7M0DTd_uZX)#7MgKwC9U03=~4&xmKt7c5i4`C;$@&D(y=6_uEuY7e0l3dxk) z+N9Z0Xo}63**%p*CgRL(p+SEZR3=OaijeTnwhw>zyL@|1)IUXVtNHiVu+c2-)9kju+g`~@WEk_FO!!=aKY)xk!a^ZfTSwzne}w2w+wRccosIP-%D$+($5m}r8=v0x)C{+(PT`ZIi$#DTBEi&?eX!rmO4wr3 zZDrKsoBVJi1Fy<+a3$+ZjClhl4*aVxjw{$G5Nbulsr5r#%5rZykrgpQpKh9pNbvn_ zznz0Pez)(lWL`B1&<0UQTb+hp@<2H(-e2erlR}Sy?tap_OAFZpx?p(3Lyx2uHdjbLX$EEYCe3QOjCb{zi%R%^WIDNNo@|%eN*@L7K{R#Xe zaXh&XLX))st#TmcVr^bsJog0#m^It|8*k^?>AO1Q`n9J!5(tC~sa3od$#4c6=%88p z5oxrJ)6a9tdnnZ~vtB4Mpq8V@;L)^YRUz_W?da|AtjgS1@#7++8e$ynn?oaazK-x@ zYOm?n9k+LA;I6;%Z9@9ue{WW{5S#T$2#_G`l%p9w{-SlSNrvq^hdBj#WL(Izzb2E3 zlsPK&fN1roriOac-xjI+17=e9TLua871+(Bd9G%S)$vNyC=J2WeFq`jRUVLhy53>& z?kGVOBEK|H(BiU_H-LrOz`BCN9H74rkUex9jLJHD8w;%lCwJ~e%3CpDqu9Lf z_1Fj+r$PLhEq1=`OQAcHzzmj-%+nH$_N*wK=2=i9hx94~yoFKjpo;#111t97rZW|q zokSt;gnKX`!`j=Euv_5f;)RAraiYKs}P=%3mWT%0X$L&IeQRR8wJ#3$G-k5lS=3{@dMt)y{RIZB!xN?|n zy;zEaLvme&QWb)OhHCq`oxg34^%yQ=G zr+O2!xp7|LuDZ_ZIYbiG%0dS#QSmihjUEbt6QNQt#{LNO*X4gj;wMZrEj_Ehr<%;# z!&P=+e4dVVH9t;-euivzhQHsisswO?+600WOoQF2ik~62kMdUeDvL%O$fOK6_S@AR zZ^61M3=gU{23PHKuZy;bC>>?hJne1SM z2T_(5I2isf%WbYu(Vwz_SfrjWwotj@SbHUva_m+hFFn2Y0_Ve%_R&B7H3KqYz!S7% zNngPKp)G3)Jc^FbCNAC1(L8gOo;{UwczPq_h%SkMT85OstP618A5CEN@Zmem*T$<~ z8v?Sd=e$i2kO>{HEBDTBk6~S#Ad*YLva$>kMHc6{sG3ggk6G?~b_Q=n*@je~hyqw9T5%fY&E*)?X5pQ)QVjH9F#sI2wyrK z3lS7%(f-oPknUFIr>-_ZVUh*uBS3rQ+e)h`4E8?&<2+noI60LJ5{E)OwnJc954O{? z=$1>g-9-)D?NYuchyJ7s~;oPG3|#m4+CyHt)a2Uf969I zSU4#ipYAJ_D-mwLq2ppR#rk; zxL`lBWGMdQoTiS7M_h52_|WeSMOAetYF!EevWymr66XC40#s6!{Q72mx8L3BzAGS!BIADj7rQ0&3#pEV$^j^ydwqSC24|*) zon;i$GV*GPW?N%6!(R9w2S(+QexTeIj1OcQ^QwE_UCOHOfL%;B-^7lKR|caAntWbe zOA9PC{||T#pnnwi0%Na~2l{{@O-@5l>#%XUv1RFS5N;WVXfUTDX3DhKR68Y z+N!9lI}zfbq1mrqPPAnrWX|o=?oYF zI!+k*avRhA5%8%Cg}vW^bE`>I%7*sl+7?NLOeK5=n|6{2Nh1`9zDMKBi1qVq6?dtFwZ+Zd3QTF$x{Fzg9e<-SU2r#}3*de490}+q?%nAi>E3m+ZID^RMGg-e=k$8TdzJKND)}PjaSXeKd9XEO#<|{h~I*ruUCB9KZvC#x_){F+wb#*-F79 zPLnfGEOLrdxndWnowJeR7ld@a6C1k~p~`MR$zxGpPgNI3sT_!TXpu&@oOt(glIu?~ zGCEdo`-{YFGhUKTurGuVqg!|Bx0KKSH)_%fShoKMGHGkcXrT=pvhun^2)U*Fx){b- z7#-p;zrYU!l4SPZ(j zrhY{mYm({9^zqlPvfXr6?Oij|T8bVMv#X!+BBV9Y9v2N0HPlpo7QJ`u{g=F;VN7IF zvi)Lah6idzf*%hlo#%0g=xDV?{0mYp?4pyX$c?koyVz{`7+kC1?{WSLD22uE~QNjXHGJvOXK@&Y-#lFD7hlmk*pRkwUih7Il? zghmV)W@kXAoBQ*NSd%G#P~1@hwIQ?HwxqIMh%VFDrg|X4_)fE-K1Z6GW+^M>h3=|R zx?bA@iidSZX?tIfv_=_P+dMEzzRt<&;ic|VcJ&_m?!~3J%X+^pol2SMh=k&YE`!Z0#`Y*4qdx69k#)HA_sh@?^5nBqu z+nkmAe$O?>WIA^3^U`0>dh&OM3TQ&j%^hDu!K1H_(1e-l9X=-G(MWFu00t=VEtBHa)#Cs%;mxk zC(*;{?)J?8MC9SAlpQTkiU#vGd1R$}NT1kiQAuB5Q@LrYDTCd$NCqdr0X6>~`pDEV zk+gWhe5E~MZ&2#Z9Fg&}iosv?L97$6CfrkSF zgEI?bV4d)Qg#pJPZT@6qpr6-n^X{kJo3v1ww3z#H&{>xLrlZJx>>a}^^^rj62kyYQ zfCIo*QYjWHWUj##-4c~q)WDokfcPlbuO(qgo)PF|-ZKRG`%i7B zuLz(36<6wv;P(MQCh0=QU%OD(Z~KJbLxQnerL|<69YeoK%TR(~Vg^9x_@z(|()nRu z=yP+rTrj?KHOm8pzN)H-pr6^t>O!$l1i6Y;iAt|rR)+py`dcN! z)DO$02#DSV0V8Ujq=IxN3_a@O_%2mJ+3rtOEBP4=;rGOqI^KXS_UV0`w zMGU`3^H;jtr-)AWB*9YKL*Vw2@3o;`wOKL-Tm*cswIcT}aepdYp8E13KUVD&(h%Sw zf%toL3I_sFBABp{e|sJvAe`$f{__dfS}}_>YP9vq+kT7IZ|!LuU8@a75qrjNA@tpB znH_tKJM3`cO3+7MOhWN9H54ef4bI*`lme$e;%ISX#KkkwMQOb?$h}dGXq(5ys6T)n zU^aScL`^n-%}t^E+k(rnYhF_hj^hC^g_*@0C~PE3xBd391e4XFhf|B^%Dg zhoppSOb3TE@&db=i`d#b+$J?_>^*zjKz)`!3_XTC7c^|rqz3{G4f*$rh&i{`ta5L- zUO3*2MGsn^Qk&?%2z;|`&WWAduJ?0~AbdpxxL}}B2nf(;anbZEq>F3KfOmQ~bUl5@ z_!Bsf?*2QEl$Y980Rn^ZH*oh{SlGm!6O(9?1fK_zefxjipncJ#)U;5pg_Jr+@jQZT zsla$$MTbL*|D9;;Ni{}@uWNw)z@P5&i)^cU7-79oda=B`#Z;eEm+tDu@qmnd4t92u z578oByGwd(Jf0_$7o(0v(FJSzR9J}J=69Il&|;s2?nPRo0Ap*5S?hjK zk%P}RD3q!ii%+;6#_u1``IG&i@^|MgMIrP=)7&3npnO?KQIpG|*;jyXFq$qIm4yWM zAtmQD!yX_z>7eNwLb`LZ%l79pyY~sH1*aJd7siz?i`c%tAG6q779uWOKzW~kIyA)b zU(#TnwQG~EweqvNm<7*er*+9N63%P`W*y$IwFfFqYd{nIr2*iRS?M`l{Qtbr4=kaa zj!S%P48=u!d3kKw%;Y)XIDZFoBOgVUf$&#ATu@a{T<}9U36E+Sfp!?u>*C_k^>*z} zaF&QLN5&q`TURj%CCL&ZQozyuntV)1(?Gf`9%*@Lh6^;FTz+KwRXa)kb)k&_1;B^A zi~9YuQ4B&mLkJ7w3xFkQw5xo^Ijz(roNU@QhZti{BxIYVJZsE#gd9zbs6n#Ri2XBK zEf?t0wNYf+Si0Y6pV=J`VI%sNhqAH4%N*?y`49Cd&H=V`dk@+D^}z1wL~&Ch~Vfj zp;8TEyIILWC0$}?rT-3augz9ak&}HYx^~&ok{q6AMIhNedSRRm3NC+~N7el~23U>%b9f1=saana*~^>OIagw0E;Y)LQDV}%6R%OrmqlI``p1a~`+@w+ zzaOgqO$#?hzny+#ckSf$P$w3IJz|K0cnc5GwmH~Qh-Z0aor8)Zpsup$qv7)H&ln)_ z0}@#;c3!;%sCD=6v(}?nbwP43oB}k-mZcBqGhbd^1WW6EkKS-g$Da(Ng3!XJMV8bC z5OK6y8uQ9W6!x%w6nBZXtVC0|@j08p{h%r7mfO4&cA3)fw)-aDu0r=QnB!-3l&O;1 zTOd4gxp4@9PxUDapl@+BC*Y9%5Wdm!QUe~HG%FQsX|Hx&0_q@7*oXkSZS%1I5G+0f z0feEeau|(DOV`?GfNEeX@sYKA*4$QC)$r5~hKAbis_|I(s&0KDCxbd~gUan5|8G_p zxIuZ57>f*GMZLt_X#ay5k!hAw-6X=}{Ko1s#; zH04|Jq0KVTTX~lE)0Z9@h45+@Pp<<1PJ*T}HSD;T*xjEW-Thf+2zG=0xay~~@&v0#Uug^Wt3o9R!7|y%jdq_sPl@c>St`gp6&6XgEOg_c=z^h|pKrkU7cn zU7$u~lCa-mN}9ciac{?6sQvGkvR^XQzapM9m*l~zCH`Lf3<6=L^fP)8d&x8rOqZS^ z5o+0e`}4W$lDj@_OZ-Y-Y|ka?p%?e!n9Rk!m@MZ-xudnZg8`GF*+{+qT;W@QILedk zO6Od?1W$GS?$47S3!d)pY_Bo z0>i9z)4IW%4 zEG^NqD=Y>vdId|!c>G~BC)8>*A@Vqq9;laq((#Ny5DaWnIC*#wpLVl;7iuA+wMo;P z86y*3(xLqy2HK1g(Hyl)^{wkWF(nA@JsF0S(de_%x{tqh{N`x&`>DLI^T@mq8eR9) z1vM94oD#|j7Vc&VuYqipiZ1&gk-~7G<>VsSkJTbozVUu3M^pX#xg-O2jzWb6 ztT)jl2u?5O-&WWn?(J?)kJ1UvF3oAJsP+JS_)`hYgejS3`LwP~iV+~R2RP*&dQS+P zohpw?fB0$_bnZW70jU~e)1m-V$#>U%YA&pSw}e9TR3P68yW^7Iggt-IY3JK)t^_LR zW0YA<3Ff;bfWz@5XZ7@bap_0*5K~P9(f+A-iM295MrP%r_Ko=4R^R804(a&84V(a`!a7~%O)m!tuDh5 zk*4~nQz70=zvElrrG^g`2(H!9uROdX62<)#(r>aXC^(I#*M$n4lDP%xeoH*Q(<1`B z1CDURzo;U_|BI(fag7#!26-HIw+36*+thAD698sL3s(pN0gS7uw55fl zqrtbsKblyjYP};izA>sQDcq2wr9L*loXo65Mfxkp(?*_kxqEdAShoGmpG<1m;CvV5 zw#^R@GFouI+)R!xmY0mjV;zfq!_CCxd|>J`plY$!bSC?pJ>mg?y~0Jki0wSMBqVVkfDT}CjvNSM4z^UUyFhv8b?Y~HetfS{<^G^HX(NZ zn07F7A{+2xLcsZHbuK;NQ^}djW=;B`j$DTVkll2Y-ekmnKFAR@|6vxPcIIjh=p$U+X<4oN%T<|Z2+8Q=T)B(poWTqADPt) z9p5NYB*a@dqzn}G`4`CR0N+mhZ8M9ki>*+9Ywj-~9e_plx)CKEUT(Ui$U@bF(iIgc zfJjiEad=mq1>TGU*kZ_YZ7qA|2L3YF*Ts6o9YESWymt@kJb;t}MfU(nAqVpRVw=8x zw)D^6x5K%*i36YQk3<|hIz{u&JhcXJdTo;H#T${{-LJF*bBp>-1Ld=vmmd?{FN5&Q z{>g{iGfiDh%_vYi7k_E5gzsq8o)uP>5XMI&sfl}?*L76yHXCKKA!ciQ$xNnNS>Ni4 z_ImJSU;AYcDWSnVGc2SO0hy{_(Tqn1s^0F(h05)SFL(9fzFt?9Mz-Il4 z@Brfwk}>pI10gxkM-O9U3&UHMkChbUdl8Uk!-|xR^>%?~m47uNs7K#t@^soSA}kB` zZ!yc)$1P$}u@y2{8q}mJNBSbj$&er-nHbdK~aV-~Ki=^mgv z4B5|r90iNF`bhIQ0fE@u_Dau1UiO2YP62>l2!2jC=xpU7?}t8UfbvLhdyO>@XowqIdB&w4$J8s7AHK}tZ1bd6lpL5z42Q%XN0 zcLB83=hzQtnjDVutCusk9lc~KIoxS&o$(lNIKRZ4m$YwRQ@zhgEg;wUuQF{a5*bb zB4GdoVm^Q6{2}^fANtpWchD&|R(f!i3<**DXF+sX~bKw(4_QIO1a)rf0wO{bT3aAcDRXXdnU5%;6nvprg6? zbo?8j#?f_1UWL^nmkur~ca?*<(fyIJ z*G^RpdC-2vj}8x4^WA$9SKNL+)K;)RP&`Lx(#6|xuj|WJK`4-+8$=B2Uf3=i4m%fM zL3%-ExwPy-&f;8rhJS&=GBp(}qe1eUkKH9{HH89cooq z@7kct|H}nP!LAexCAx5H=e#aR@GXF@j1roWVTsO|%nfJ>3yCYai2ZE$rJ?==Mhshq z=CnOV$K?NkAwtt?+f3c-1izspXZZ(c)=-4Mj>;!cJwmx_t4rap@>I-07rPwRkZMVyTiP&X%Dm~1Pt0{g zCgNx+WwF*64~Q&hrSQ;b@^4q0UN|^j|4I?V~d1t$KVDxJB^msn4H}k29Aiza`mv&X1RVNKxxn9ZtC( zxQV&_<_lh7Nh|mRpkmqT(=Jf^_ue#fF9~JJIXXb~yo8r#=DA8ctDZ zw!BX`J(`TYwTvrOK5=ri-g_epi^OS}E>?=InOo6mzb0J{>hb5_qMC3o#mDg;l&Z>L z1_ibnJROiLhavE9>zc-VKxtPkZ~EEY6Jf;X>-Wa$ezJ1eJt;|!jkx8BW*pNgsp}?3 zFe-;Gem7NKZ@DlRDIiz5RI`DO84jr%TR?nSL*GlDu(^!{y`HahJk-`U3!-EeA(2mu zGbRu472Cgh`$_pm%OV*`#{iAy4J3mZhsd@*SVL}h1_uvQpgv2r=J<@yF4ySRiTRAU z98e#asfND5Z!HV_7durZ?AP;>Px#~ss^KU6xoyW|SUuN46bMbK4=*mpR$$+&Xx!-% zuEWHX_cmx^1B&Ds4^{ii`P|)A`bnLdRG3+m=$+W&J_SD!%`R#;!2~{Hl$rc#@}Kzf z4I?(4zGy{{_SI8udbzjS>07g-8ZjIdS%ZyiA2GM*rD1)|m6u9e9nazPIKz96^WZ$N zYh*Hvz*3JeIH&XJB@d~B}Api@_q(sB1%Uu zQygURo|?sJ&C6MmDk=PbgratS&zXITa9*d><>mW!HefvJk8?$PFl}Bxug`)lhGI(v zqD%laC0EGZsQPCKZ10=rS&43eNv;!`qzyaD(RB7EdDt+3@Awal6oY!I)g^rXgI z1;l>U^?>D2h?Emeww*N1?#D^PfjylZ)M(~bct!XHsk*a5ADYRaRe~OvdbwEGFtw55 z!!sY(N)4v=BgK8TM*#n?2lHNdjQEsyxV8EY$K)h$%lheCZp?hAZ##SI6Pq*-oN_g= zb<)4N3QvL`1}d9H%4isvc2bdpWQ$g`2L+!?jvks4f5#T$Z)o@`(3d?2Fos=eFp!`A z^jMtHJnEi4v~!!ccjJxprVAN$<6S}K5}aA{HTfbOHpoa~kCgLB9-VkE#y!E(Ks++{2B?ZB`2GTQB}j1Qc)3f~xI~CpFFE z4OY+8VwJO^AXSSmbK$6u1%4o$;iZJv8srv@JAZkW)2qp%`afT{CD7W*Ct7}wP1O@mzzoPN!85zCFWqC;!|D4GUD<|v(SK|D%Ux_b{mDl2XMXFl0|90qefx*3t^|_QS*-wL4 z{+YGyOkO+buc<#A;8KSWvd)$+qG!#`V{tS4c*`7tWV^?Ex<>BC_!F~g?(EIWP8DeW z+?j%RnY4o)8MeAUScQn%r3@YYRiThUQ@|S0rf5C+uGekX9uOXL2)uuFqxlSyRG>8< z}us_zrVF}%00kA#r$$X#5>`2~J+JN>`*{Sr0 zLAi7}FO&V#0<0}%HNFv@ue755z&YJ2uN z=(7)_N1>LO?2<&@b2t&eY#z(-qlcfMZ)|^V!%YK(1ppQekV7|g)xSNHe$Y}TtZ~Iw(is`9<0NkY-#+c~ zS!LI7emn5JQa@rz;-b;{A7V*s&fCN!x5M)va&v77%nYV~nqrv`6QWSyydtYD1FH>f zo%+;oeq5#*$0Rh9&{LpMXLvH@S$1E;8;ZPrk|ERLnpgf!8_CA^vI>Dbxwea`(H+5f;2z_fjNYwRCDFu+@YxyYw;&>D1#UisJ?r{m@#C zw}M%wnI3h9iy-=iR)bNO?J4r;MJH>m?TUW#kpzpvePL-#C1a((o>6`iA)|+i^P+~A z#%5*C_Xbfzp9F>9^Boofv@RxoRN!65jafe5MfFJ4QvfE_alW0TS;J5b)zp(k!6Q|~ zy)*=u>nxGcNEeraV! zJ#TiziBGN;9(pETMR)z@urpcS<~s7~ofhHg2`UAp*B$-+uis*oQhp4bs%2>jAJ6*@ozi<1UxC;y zzVko4}3CzV_#XEQm08Jy^)7XL@v+8N7RFki5F$ zH+qBjGI`^OIYalxyZAT<{ZKdLn8GpZOyKs)$8d<&tJ|VkcwtE7t8&?bj#`+}LCn3og2!lTAHxAmh zO*YRh{so#O+3^`bK1eKYvGtdl>Rx0-;NY^{7La?>{`^s zp|QJ7gM<~$8`=XX%Rw_;aYFg{8H8AHz7z%tRl`q*QK4SH4&?(YimLwY;eD041H$3E z%|hn4tDkYaSHyvzzv=Nenqvt6ELQG}SydL7Xm;{&I~Z!VCgFPB^;Fefb1B0^MOmj8 zjZ%ML3330rNT=no4w}s%{DEC-O@-v zY1g~O4BCuvn~R%2M1B>E&I>GueH9Peu71^$hY1T$uWpt79LnaeQiM#EXJ3HYI!`<{ z8jf2$unK-Z9!l);PJeHKYPD^occ`ywwq7U9o9j7`3+|4TmU)y3)Z31bO`5tZ4E_qQ zYzwS5Law{V+`z|27<+OSPq{RaHTWXga)Wfl-q}G`nwUlozb%42SdEu@ESxr~j zkP6$tjzY{>;}WaTW;I#6G46vF7(7;Gat}OvD}LfpTZ>qArgXPWcT%`( znxf~L+r(rA=8enQq|QTF8VI*F3LovU*GZN zC$tAY?}5TpnXnN`=>xcacy?aF@9fV8HN1&Wqwt-<^%Lp{Z{Fxo@54Ut7BJl+?wHC zCZ?Bov(F^luE)XUT(*lOJsWNy3OLSBF!PTFf)VqAk9!J6_)G7h4mYtz^`iGW%>#;D z`TV~qOY8OQiW1Anm=P$*!%kk+G^Od>eSqAZ@o9fDTTFzjDg}3z|5zp+YS3lq;;Y7SWs_ojSff^@jxKF4jnsLq z(*RpqNX{bimXg6?(S%rfGeS?H;8*32K0r}G@85?VwvWuE<^9MZ*|;nXt=^+aFimC> z?|Z%7$m+72h&#Fc^WXr!j!fJ{iBGrtbVm#0p45Wh<4dNMlMrGh_reV?7Efi{>Jw=a z#ApGmv#0cAPF}d;7r~w$N(5G@i!n6e)Nqc-#+v!DLodSxHrqXH2&xy3U}74!R6!{v z|1M5j-hjh$^U#he89hxd!6KNPuj^er*fERaRW^R9T3}vVx_3_re|!OdQ!`}BC_X*M zSWut7daO5(4*K}6mHv;tgCB7;E6%-nhmdj#brp_iRFoHd+dM`@25^&p=j~JTffoQ>vS|y@vmKHFBYW>&!3f_Kl%%Wu3nXv z?~_jCfzLTQS%eEs*l+TO__U?Y-gi)-b&)t{{(Nb+1WV$<^9ElMErle_@wep8Jzei% z!Io4yit0x)N6m4o+!qR&;XwYFq6Fby_F~(X9Y0{RC&3J~n*-u)4+LufGFEU0_3gNTQFd<0+ z0pCoK+oC+G&P!5_27_9|OB3VqZLV^GU3`XzA5Gf?SqdY$7|ft8OzI(KayAz&in*ap zzWqP0M@QApe~w#rDj{=lI(Lf6&a!xzq5$@Q z^}at4R~$-aTP|RCc)M3x7}EF8}n5QLB;C-*K0U zsaz6~G3>~j5ODYN(IO>b>bOn+i|mIRJ64zL9oy&j$MY74trFDXd={Nf^U8TvaF-dd z{Xug%TD|(m)rByYtBn~;L=t2Cf|H7tbe=fO{4BTCt8HfmUhB(>Svj)lRZCU3ht~hj zzP%@vScsrlWS1P@3!RfKVLg#+atf}Hc-SLdn8c*yV5#0>PqW_96;YUM5Owe6());S z2EInv$Yx6(fK>FDINh{H#KXK}&pNVe@O>Xd2-p+JcqKZUYuAlr&utgog;v&@%74&M zAFm>os=dbU6&&C5%^&BW4{2#U4((ylg@jRUWna80wT1)nT?FE(Lh?SSaOO7&`18pyU!`YivbgQ%S_V=yb%*CbFq&FSY$DYgN zt=-z0al0R?hqFxILQ;}lm-KoKz&{KN zg~FKz34>e2=?`Gp)5B=bU)_JATRjIJce^n-pZ&Qs(y?aYKJtlv!jJF`^LE45AcX8$ z=Bp|>@p7yql>N-aq>||D+=)sQ6-j*8+=>zR9*L4BiRy!1$t3tvfv;q!Xq54L@Rp}c zWKhc-QG{C!8*F*+C(POX`RSE=(Hn1VN!=La&h(iESKDzqB0)v8gH^Us741(`W!IY$ z@2hX&{g=#=hJ*+?kG67Vp%s--r;KUFLp_dGjJsv!qVR-2C3^$PAW$@@P&JH-@-d4q zai~X3cdjPtOn@?ojE@T3vS%kZ-9F}f+kvE(?*u9pOc@k;Kn#x%;c$L<+2Xlf(%D^lApp%^vx>r4&IFKyzt* zdZm70Lf#*|Ne8x$SuVvIPrgB8MWe#cO#`3V3_Bf)iM%~Qu>^u8qH|5)9C;vvxiNlX z9~bDx^iHsL4&HWe{fPWtg{b3fX}9XqrR}fjkmc;Mb|}Tl%KVlBr=wI^|$0(a<>@ zoM)l@&!3%MZad^ZZwcj(1D-4n6_(r&nl6GNV@X~6wL+aIdL4Gk?kXV+U0CBV_x}lJYpxA`e1O;5T(>Gj|)-Y}66!{DV!do(I4!K>0%|r#oD1x?CjNZxj)Ow`NE=JUdHxZSi<)2Bz))DPIAYU}_8)oYU zP7a+#*QMMB)Ipf(>H=dcI5hP?l3|{>h002m%JbWG3pp2)xJHfN`f*)Wp;xhkR}zMg zcrtlF|4CC;Ow$vtTD})X)ikF-83=(7yYkqFTfgh4Om z7E=VDZee=9*J}nVEtMqH#~=#Q;5a=`(hjif;!aegdNCOSWU3ycls&@?zw8wtE8nShuT@ASSvMPYQpes)S`*6CNhEOX&{XRm(4q z!xY`9x#?yOUz&`0qeK$~czFJcwuB0?+-^~eG1I-PKgu7XFOI;ZI;zB;sibv!S@@Y1 zTT#XUg_-N6G^0%7yL?sU^kKzYL7OmyjvMo|mai-f#=$XiOy#)CQN!OkFlU|PWJa=q zg#B(6-stztf3{w(H0?_iKc|l@X1jWy(mP-O8WQ9!fi0W9#W=QX95Yg|4?_;12-hOz z(O#LdNgh}s)weY9ULIBk(W9Y>pHnqCO{yp77n%ROm$KtK`@>i71tr%uWEUHnV5<1g z1gS>qvxt*d&;Y92$+Tv`zJj@-7x&eXv1?b9Au zltU~p_Yqwx=LLlT%R?*hi|RWn4H7Un&-ijblZP%Eq#sEdtCNMhE=5logP=Q77)qZ* zxVEQfR=3n-JX;WTq9dCn7o*!e0mK!As}1^66uG>h>JanjA>PI9{s|tKN+9BrPIiBm z?==V%VqL9$ecqo}{8VcfHalC6-BNv+5ChpCeOw%&UW_5Q*UJGnM-g2@WZz9*3R&)2 znn%<4>0ZlbqIJ54fIx%=>M93d^YV!g&YcX8%MrEn+s^i@_S76sAC~<<(lp&3KMEcN z0bNJ0MiVz@?w^&9oI{m2^XK`ON=_w3DGp_jpgGZ|3zlg2XO)W%j3WCaJ!cL<2Ube4 zxmvdC6&=9%Y&p$GYKfK71R*U#LcQIJL(cgt*)gdNsgM$NMO2SD?weBZ!`73dHE=Ql zo?3>0V4M?zFr9y-%J>yy%Q2v^SCE7M9J>7WjA5((5ncrQX??r+yNJA8!t5*!J0RAM zT@ovx5gl}2saycHx;j%9ubRssWv#i?homHC&ikEC#~YnRD9(mH+ow(0pMp?r*@-PH z3!Btvh+ICu0QJ9=!7Wsc1AFgI2EO0_o%Fb@g3gc9Tw$8`iNU`l9pxTt0GN_V-xn)C}ZD~Si zy#w2D*R7`Fwcsv=~>6kwVI}ef4CW50?@1tamj;gUn5-{{o0l9+Vt|46R+iK2ucuZ5az_gb>Av&IE#R% zW*>FXP7&VMhJ*UKOL!0t!r;l0eT>5X)ls7JZ40rWO_0wV6t$WSTQUEAaGXj0<=~CW zHtV1T&Zc8C02D;uAWytymPUHRzZK+EXjC?TXO?SetK-s$(>A~LfwO$l>UikI?}!|$gkE?iu*~WL{MDJ4y4O(z`PJB`;EBL@ zd|d3<3SWxlQ}oe?PG>MT|ABtkyYQ*5dB?E!emH-T6qfSgy3O z<;ND_Q9p$o3(VTQGrqBGz>z6zx3{fB$(PP+bh~UQeueST+yk`tns37^5x=3w2yjq9 z##7VqqsOf-+ctM7Qyvo2UPbad{u06<^c;EWtJA;&I7$BBf1){mTYivg^Y)~7DPn*q zFlm|8B0eOos;OUy%gWBLe1Mj*IAn^zTKgVvn;#k}FhvtTkm3ii=x9ICSH#btg2oDp zDpv12oi!gQK%E28<|6a7(w&>@ zT_Ws(w2X$E=aUfOqb1VS#VlrKB(G%NSsS4x-x})Nf}B}MN^)9gy5kR-$4T9;}a1;6iM~AS&UW=9K#p?5>IoVh(N)vTr>km;8X%7h*%1plY>_6a*McrUhf zg^zkXS$DGNj^+vdt=X30q=PUOG|eO)f$TrOdJbwc_3c)upeCfr9B&K?ti zNzExtq`f4WHU&CYUP)AAAZrc;Li{khor{#Fky9|#`kWkJbm_r}45Ijys49fHoZLf)+4`dqb07XbpFx~)w7$}3CsbOLH;j(nLWPj?$72d zpFN4jy(Z@@>MS~Pl5aKnGKnE?Ra z06g-$LJXn4U5PX zKO(&*XZGTDJRslIVNzfXby-9Z$CCw=3TUq~g0Tnk z-c4|RudVops)9SOBPL)65^8yeG8gZjt$epi>E;MTLt9Tv=`hYSYOvcV&YUJLgaU>uaLgm7mK*v->tHct)8nH?Z#LK%qTs(CayWQ z7`L>08V!`Jqvt`Rc5^0jJZD#{2n$xd`5s$N+jSZp4Ex|;ida}$4y@e9GXwy-Cx6_6 z5ig+`kLQC3rkIjkp|Udmi{&0iUHu~zf8azYu=2wvZsqmHvrLO>ITTU;+1~wmevqUs zF>BW|dzS%41#|(5M!Q4>z7^Qhh9fWlGSI-~(^tC@Gb2TsH)4g#$IriV)vS`%6di*4 zo15KD`ifZu&zHa+L!*4wiD{HZL${Z9;Inzt;>b+iT*2eVXXt4M ztbKEwIVEDV@d(V4_O0XcDIWUaTPp?9i^> zEeC>@={5Oj8aopOfYs!Fj`DpRgk=iE_E4jtWHU#9Uhs=A2UDdg#R|tB;g*v{xcKJ`fdF zzGyBiEc~|F*m{?FOb8josjAYyG}1Y`ngIMl`=T^&luA_@Gp?`w*Y?)?Sv%JHS!1?l zf##2=2F=yiYvG`FD~fcVOoiF1mDL zHp_K4#kTSt3a@i5(~V5;j{a)kFjDiesA)@siP}Lyq^Ks3?O%Z4ZTDlvD0g zpGlbq{tEEG@{tn_!n#(B#(^lHoqm}*Po+=DH`?^}-3s}x8u$?wS!-VFU50h=`?1O* ztwTCI7RlQQyhaOVRhwsjoX6kYqC#tms3YqFM?0=J*6D^*q4Uo%Ptcnx2_EUqhiUy? z(_2MHv&*NyH~V<2YsJ*=+*jF0EC5Mq*1Yln6xNS{69MNUlR+?y^z4}1dU@bCx9*3U zvJY*c#I__}3!YXP->4GvPo?p5@RxVly?gVDkqsZSV7q-1u&ZSjS1hgR?}P=CiTklY zV;m3#KD~uk^70MP$Q$xPev;9wbO@NQfTZj9U4)yz!pvVUxf7cbdEUIGMy3qX?91i` zAHk8y91iwntNZ5a{GDwYXCQbnmK_XOBN_lC^^-;F{IyXe4eW&*OGcCCBTUxXi~p%B z6uf^rJ}&jx2~(8J`bz4r!p33z`)?qBYDbwk!yxs#xkKv><-b8S&^P4&?C%;9;3|{! zT=$Go{BO!xDgQHqBzb9E<tSz?0&&O^7Rl+0pPxVVmjf`o`{b<<;!$?p68(jpU zVE*sUE%V#C$Ut{%2c~c$q__`i-OP z{<>rRMFaoYG*#M+$iV5c-KBPi@RYx%g`WO@cm77T1)!MD%ZN73zgCU?e_quiY0W` zRrneU2oIq0KxwLVjzinTkf~ScE6DYKkH2if&lA1IhDdvq{~kZhF?xPVqtvJOxMy78 zvmQ(MLEO$^;Zy0^JNg+ggy@q2x2LQ_a2H4{;W=Co#*4d@mjPJWbU~{7KRLOEdS*5N2dv+Geeq^?g1mUuYtl|-9H3(I z#_Z4fitwM6;Xf;^Y{4vZR|?e(U~cLmb*m{gKKUedox(}r$3&V{f-T;Et0+fQI!$6f z)^UO{0|ZnlLGB%xj zrr-G1j$h8U{}-0l)4{dW+q#~92skl`$DGh8&D^fmvxJ~4mHT?{8ecb$%e?G!B#PRh z7%eruK|YffSt5$~J4P#8JzUF2wuuF-wbzUsas~THXSi0JQ3x1%|69^(OFZW=QK(75 z?#jiRw^0%uAYK!&&d(Wg&5djOm>y)xLX@7RH{8e>;vv$qMK>|nC{6C2@WE9ui{Rwm2J(+#_J!FgbR}s~6koisH1IMaGoG2_& zKpgmr+j`B?EXHm%KO`$5qMix6qMT_56P5y3#84_HKtXO#5&aJ?_O}ve-T-NlFrC%V zZgh$~!LaT_=$8uNRP-)!Mjhiib)69vISKUxv{nOu#juSX1vp>V!zws^1r>PJvUj%L z)DMn)6)zIpy7l~dryS`eD1l>NTM&34qjWqgyLzh7!L zDc7yxxzg9%A^8;mCyL2NaERWt1`PSmM};`QUd3cVlirM$sr^>bULuNH--EkiOebOG8>6H^}DLyXo9RF4D_X~gR{m!|4N z6!kI(2Tp%PUObga9rFJ!au1N-&meK~OsWJU_y*`}Fus4C|IRsXWj}`S)loW-TQ3&|jNTfI}Z677!v`4SYpL zR0Mp_XW$OVl(dBZgx)+Y5-nZCL~^_xuKjIKm96z5(%C5~#jluYOH!n>`H=q%T&x}) z-oB(2CyU23#?4_Mts+RzN{Ytd64C1UcM_9f947qG_rQlVTIy!58&>!s7xc4roQ@q3 z+)96K5|L|?f=c1E`u@*PoL2i~%$j$@z>0wSn=|yH54r4h*3MV-58{CbB$? zXG=xK|G%CykglZuMXYI-Dlv(*_I}EWh`*!je{xw&f7w<3m_6V_0R(PC{{uj zQ$6Uflox*en22v7N=tAxjdy9v74b46e4CC}{`GW8h}9HFSQ2Ju*hcbR6`ZeHF{sKs zZ5`<>|>^1H@zkiFnUXx?|NYx}Le zwf{Bh7!)fL)x2O-S)=t>o~W#WC}`LL%6Zc>0&Kv883Xv%WW!hGYDreEeKJlcL{Vr+ z|1|p^o3qScs(H4>)iC*-BCxY-EdUQz-0W=`%bqkXG9@@^Pz!w#pod}t8)xF9%#jHE z(`bclITcW^DhQLRpyaESTGGvI(pF*{=P&C2fZA2;WTZH*)wF2L=_z>VHRFP{NFD$v zDy|WeJ)Reh9Yv)|McMw7_>(>5S7YIeVZO@cvGTeK<0e`ZKg1>2k6q616SADMN2SKj{Xl5DleA`;Um zxn`F47%=Z*fn>99Ki#t7Oe+>16)R^O+u7fYr%C}PPag5kzAG*oG^#w63s{3l^~D;z zT#9&Nh@D^Acmi}nNu%St(HKpENVq*c$3Nic^#|AO5X^tL!`%oVue}5`Pg_N*^JZbq zLyRI8ab}}=qKx_lt863oS_{foX=|$eStu$gfG(7ph4YmZSizb_raUomdI%mNjwaO0 zghXKdL!DP7q<|YoYnQW8BPg9NBm6rv;#zeR&_>nZ%rpnK=paTT*2l_Wle|B(!4WCJ z`$trS>llB{y?0Yse8KlW+x^TiF@v>sySdxw9+>z3XojqU)A@goJeB#Tui*8`{a>`+ zPo1ZFaQsoFLikQZh5l_gO1jXZO<6-~vDWZ{K!*asg{nbeZI!ZTUQZ^JUGRn9bWw!} zbN#AdhVrBR0QLXo-YQqdHNAAN?aSniCW*DKNOZ*6Q^wb#6fhJwZ|6J3ApL=h@i@Q; zzwa>@Cp>ZVgPqAObuR=>Hyr;VxmhAQS5&}PmzDf zg)Yu?OO1JU-@5k#_spZfI= z55@!jDtr8Tmi>Y(pic?J|7XScNxJJILb_Z6D;t> z5Qy#Vi-GXuU8o>e5^x3!G;Ao@7|5C+&w!=`rLdP!f7zyip>O>!w>24PC8@K~=Tff8 zuBI^Ak~6{y{hGF2k0z@!iBz&8A7DBbZoOv;@W!jsb)wVV8x`L>bDKW>?JHqBeCy`v z5AoiTff8FEVcJe+Oejl~T&;QNtn+G1K6fkoo$JvzB`3XUX{c`^zUVR6w7hwo+VUWk z3F;pzcT4ko5_q3|2yKvS7-+_N|A5>e1NP{nNSKTatT8!lA4%T489zYg8AlHqG%=kv zb8eVA)^5qvtd@G=(O_PqzP_Q3&{4NIN})e_;x?NoM^55Yw{zEwCF*xep~OqW;})*S znMrFaC)&OrH00A#%Cfx?caE?=`ECbEnfWq!W46+rqls^rUm5j;YgH4*KBFf=^qqu~13C{8Uct?Lp$kE7^& z`C?qi#;`sl*WOvq`?{3sQ71!}a^9pS9=v&58xf4HtpZ{Lz|aFdReyXb-;`&}JbgoK z#2Rgn+2|b!fSe<}wbJsOA)*^&0;O+#!GcK6bC;)k z;<$4?rAi#12UO5YK64goo>vn3(SF{&#K56F@MojCD|^61eD@zw2>npALKN5=RhzRPbEtkKs!EubB`#M$z#!njPVG8=EqH-RYw z=$qx0-<~|94cvX_a_{5d=`SshzbgnXYT#c6_f_04+-P9HeBun*p}9EBH+yaFm-1XeV z!7l%XiBWHrtWtEv;Ux1|yMj$&q}vbSj@mBF}u;YZr%NOjU=qW_a5%JoZ-n?E@JYJ70{ z73u{yyUI^jz z_xyiF;6QtLkyDf2$0q}XzQ>Rj<*RE2ddKN<`zVoP73kHJfngbVJ_wJRehXZA0i08c zwihs@qCvRch&e5DVBlpnlo}oc39YDm9rKi9`1uE3QT?-hQpXCJ!b?hbs z9;>@ho!f^OB-AlQA_Sic^0w^iq)5eQ$C56j3;mU0L)$Vi;Q}^1ow;2UfhoQBX9J6% zb}dW3L_;2)&#Y(==_`0$8p%uu+D<|C1ofe5(&E1PpTBtN!t)N%!EF9UzOV^zuW?mva|0^m_d7*Q)c-9u?`XD zQ^y26m9*Z0AvTa4)@;i`mJ!eMyd(>Oeb{cG95{K@gc}1j{t~1T-5dCyWDZ>*T|b8W zfnCi+ABf|yqo#8(vX@Z6(o@m0;?hsNLl@y4S|c~l=C>wS3HR5chnqsWC8{>&w)ou@lVdJ?deyH|&;C`8zVY8C%nJC#r5 z5eeL_=Xw1P!gC+L$KZWmv!u!Bdr3^j=TB@tnK+R0E2ik6>^%njeO99#^sgorIsE$O z=L#M~Yc1n~_CNI!Zz-r6uSmZ|jA?0{F+Z|9kP2c;c!^w|RgUOYdJF=5woV4ap+nXa z%B4-<@B)@Z#p|PzlKFM1usz)@&?%bPF+Htd{vQ14|-UQi8^Qi+bB zdh`D8vwYLA=2~F_x&N6mZV(eg#3`?&960DK0fN^ynXt?%2Jt`HVplvr=rUWR5wil_#i{Fti5`f02Do64#sw33_3zv}HBb~nKzErQPu|A&o<&!P06TOw zd%@tp!>EUA2w5p94Ot4vZL-S=ap(H6YM*21HG2F){=o6Wt7Y3CxuRh@%eZ|G+XYB@!6T6FS^Yd3-^0)6d(7wZY{uVghkb~)fkKWOHUK1( zzIpPtOR(LrGD#VT50xW42is=yHfZ}57?73+SJMqj(~jLMiIY>W9vLL{72E6mr)1F# zT?W0oSBim0(+Ygnenj2X%VT#%KVnf%Y4;!5@c=IW8Sjn3|00A0DUX4eeH91t0+r;E}F7|#--L6Xof zml-8cwApqsKqw@V3P1Ru#QF~qUBx;GC%@ou99Nu+#1#~D9${YIpYS`Ci&9d<3QD?G z)JXFt&e}jJ5MWOOt81E`gyX5?sCXC#ueOrw3)!-`PhA#55xefwX$InqF*q zx_-EdGJxG5OLh|}B>cj@=_AEzyNw?xZ$KSqU!g2Ifq&xKbbMIx2QKhk3*s3RBT&E^ zWlA>TZr2}n8^bNAQQ*z*HsjP0oza<~g#trO09!Drp>gE;RoZSajh%q*A@CZWqP)&1 zvFev*1y*cKCp5Kh&6Nu@mC4~1m9ABc2Zv*`i?g|dIU4+sB=`0hFZLx}Hl2vUjrp{Y zef##&f~mB|4eK?2V>M3$q;Lrv7B~a7Hy5j%*YG#YO)IOKmUagryY&c;WQSvCMuKS9 zF!h5M5)x@I25xmv_UgY+>}-IDiKQwMccMf3`s1R-G?nPrI&jHEa{V%%-M>cLgu5#g z6&aT^#2dnn1hqL}mTu4{(L6@}UOB5WDHe65Y4_OJ*AI@@2#X!;Z=4_R!qG%OT3vD) z-FasTno3@C#%z*TsvyFYm+?os3-_wZL^Dv57$HUf=n0f^o-gp+ALC244 zr(&3mq;7SQ85QA_l}4#ojx=}o_eDOu)_w1(@19Rs@_0dXSn{w%?jkB%5Z^^gD(x-Y zq1u(YvZKGfQB6bdZr#w7@EwlW`1ttH(C4KIC6=Qj-3c8Q{5h~|?tUZIszWz45o;#u z5PpQ4o{OnYLF3lwN2TK;=MkhN(<&KXP*}2?o`H$I~<{POa0K)`JW2L}ucKi@^)5e0^b#y2)L zHp-QFyb8*ZDJeA4($WF~0>$QDigI#tRaI4ex!3raSy>;(w!hmHIW`_BO*$}mHo=Ea zi+u(^BOAV&qSa@~S&a2-HdxgR zJ9eEi8WHy%8BI`hKrsb{Y&L(SQsXBEffZ|#K&A*RZa?8g4z@Zy^hH%wW5dJc30Q1s zkau4-_ZPyo^B5O9{847wD({Cy3})hNB!vb_GCrGUo3+`xZI8V@k3bOH*fByk$WEM_ zo-L8M>^^~w{#jgjGAO1b(tBQ0ftVb|Y>S>(>LHN7(x85N{zn(hMWTj4w4Pj4-5}zD zm&gKQ0u+byZ$Q{-E<|8RlGH_RhCqryJ?{J;o<#poeuSitBgs?;*nU=r3e42Ixuld0 zGzXUK!|AeMSfuGp0eJ6&3^~8O%%PKgOo2hOCb`z}e2wKbz9xcDs(WSEjQCn?%MUi$ zd%CaQd0j4A-Bl9<4ILeFe0;l9^|TR`@ECb4zh#Vw%bvD%H6bBk+ByCfun zwsS4zc8l3Ctgaq~SblbTdU`=Y%{8be!szs9cYC2-JO8!BlPBII#SnHmO-)TTwZ2T{ zRHOD7@Ebvf7=GmE;{Z9p|Fw}&WI0hxWwAEv#*iw0~^Z_GHMh7r_G6`H>l(WWDGKR>1c&l=5!RHmz?TRI-MzmR4j-{B*g^k;sU7-Ux8 zf@X3%-Advs4I@Y0z2u~@w7Gme*u}#|l!`Mci>a}d%FVS$ zFrS{>kfC7G714H3me){boPzGO@5P`mE9MNHG~Q_m<_O0Nw!{b_nTvNiFovI7hAmlhn}1eML+utL#keOfIc8K~`&<6!1Qg{oKr$g#v- zP^KF~Vmb(XzO{*9_GxV9FPlaW<29*>H;$(I?#{uJn3pP_edaTs`Q9{A8~I~(H89uR zJvY4K1=^khGqQzgcc~9-D|TOTmkCljA3G$BmU}*ph;vqQpG_;E;PAOs&Lz~mI=eA? z@5hZKQS*)gshr<$(#J=CNvx^FT+iBE$QCW;x2oKrRrNjC>_AtPTb$tMZ5Wij2URm( zJKhOO%YbfFX1E}Sl+l-;v#_xE0X0Y7QDg8V5e93|kz|H_uY8)xXysUds<{n5b&2U42!$&KQVSH@)X) z6s&G$Z$*EMU>{@j4$YBoiz0r>p+Lp87SHICPwhD=UGB)Ew}!BLNlllBrX(!J^2EA* zyxL^%*snU3u@g1;bB_bt)$?h%@c(8Da@9jq{AIsB>d~pWC-3Ky0K4xZ{h-$38to(O{i~fSN(xg%8;-C+Bm!~H}qE)PHKeD@4axYhrj6v=nhR-qahN zA$Swle|@Qw+ZZzVnk|R)gM*(o^fc~K?rq*1<#LM@L~6GD^HakWroP&bKLH9D^q_p# z*>?TYL0$h7J;eBHBczq+3i3&7NGfzw!NW1{A|}qO540k8(5!x@P_ek2ql2 z*}SOy)HIXrc#-{z{N=&Rjlt*tdgt;qoBLMW>x)~iqSlumR)8xeWUXkHY%%(nt(i!X z{7ii8u6%tVixlJj>JZAVT&42$ve2xbl9p@Th(C_bFW1*+BFgo-uM$b4TAE`IWNgdeUdB~b15upcd$4eE7~W!3hT9q@H)h;LC4 zIOXVRFV{paXFL_c0;roxPKL#1^KFiBiO6Q1SY=5sFcQYOO^N%i5|Is$CYzGpge1++ zkOTL(*6e`(R=rygqA0P)qxy5zf@@EBbi#cx7NgY$VrIL$3U=jYe}!0(>ezafsf1(JF1K6eJNJQoZ(DK6wg3;eVHOsaVG+sSI7rK87jrA69o6r%Q?if3wVHG~r1AVM*(%+J zQ%#FeHr&NY7K^YeIbnTg($*K1VSP{nfxHemhdU-A!v;j*8PUyY8%qI_)=&389U-NU z<>N$liQloskx#g^)zQAFg>}U2O%F{-W;Cp|!T;X*oB6op-GJnWr)|f-*t|OmP<=PKxb2SXreCq2Wgj|x+2#Ie+_HXcp*J(55nFKXY7M?^xIX`ZRe&;OlZBSvt+ z>xT3-hUx=xrbS?vVZV^LgOugMiSr)Ofy7>$sEkR?CQU4Sx(pocu5KqXb|;Ys{K z8op%NFfOF4?pzXk9=#h)sB|aCMZAylJ{~S?lV_C`XRlZP{8`PoKwsrJ+^nlZ59pEC5-bFyhMaUc5!NT zVS%CljGnBW<5|VFsmp$P)Ta&d2e*`?-pzdL*D9Dw$PD?4M7A7eu>Ej&8O%1KTb%t8 zcJoeF>nZnAEt!X$SiJkz+n&KmBIbC~++STHd+X1(#Xc!9xm%=^9!@nKSk!XkJ}psu$kfE(!~ui`)&;vz!s}d z&0cKeNI)_5WWNY;aOa8tK%}3AGUD1>ml*E=_2$CnyL{AMI1?4#uymS2Tz!9EW@qfx zO}%0*pN^cBDdl=?-MeAZA>B?pW~uly+2#$%y-r|*S1(zpurI3~wA6!HB_3ol&yL&i z6X>myxHz=DPumniGETU;>Yp5X7VJw`1jHQ0)^wOv;8M<2zdo%&r~eSV+Op|?-`Vd2 z9`yEoo~lYmxXX->&5KFnP~prP7JR{`-Po&%kiV#T|7(weMAO?FCm0IZkJ{SIUpB4aarwC1BLW`*aOX?!X`I zQj86nHvSTcEu|1%>q0epae!XB9SXlYSn(vKmPm)A)B#Ufu)?9dU7YguibB|qmhG#V z!Tr{v#TG*;(YlHE3b}gP5xLhOuLa6N!0ylF# zT*tEC8KdJ=T%STs}`|;{W8`O#Y z@$`=B@nA>U#-XEXqH)5ib(J%>TLwq`S35E>o%k4-&S#ss6%R225&aBVW@LL#RnaTz zR(eemDZ>7RNzuTL>5idpOWVP=Q!aLclT$bHh7GfdV2($^DIXr4s>blKnZ2#7u7}vy!<`+w@k(jsg+3(~`8fbA;7af=5H0^b+^D+m}5Yt!l z&-GY@b90>>7FUW{x>Pv_k`jtnI14K|g)iANQn21{~kV@baf z`)cQ9XC$QO<(VN3JmR}BP<*ZShS9gxn<`}MhTI0aSrNG&^8)TKIy8Cey19)^y;2yK{k#8f ztu@nCJ*%g>s!yG>&#v8Jit-Xj@c8iW-n~PTk`z^b_wIA|yLTVjVL!Z`DOFwTdON^5 zNNPF1dxr-6_j!N&EED+d9qBtM(I2WFnMV*;U2G|mcV}rnH*l@J!lG=7jEXjjHvK2{ z3X{A70@uiF3O_L0KDLRW*3`boLPg_4jYSu2^|ac34gmZrfxUe85qcqey7t^WHKdXFpezfDEN0mc9Q4KsiZ^M70YKM_Cwf35Fq|JRrK z`myv_1#P6`Z|zW28fz`c;&s zpt55(C%TLTZT)qMaYt)+`kS+~c0d6*L}4hG%GTxYPX0(b{WdiPcm_Yl_FMCh*rOK3 zIl0)Im_bi7iNzT&8000QRz$-dZU@jj+ep>Ycw=G5D{UlK{#UMBg5vyeD@6?7ktb;* zBlpEJMOYA4xf9Ep$5CI_E0k=yWko<&qJm$7=LS6Z3HycNa+i-n}I z{^_$+;nEL&O%w6a{ax09RO91|;wGe zkym-3jJAXMI*FvSJeDs0{-t|UbEQ;8!+9K-sMO=v>AGI+c$=(U(+#jrqAWWSL;Um<&dFn^fn)eh$>{*8#WWCO28+dAg9vL3fI0Vz6Zinz2nf-uYeGl)~w%_uBr~?%Rgl z37J82E%o&~?|_%QPZjHb`VX&ULOfIZmfLQj3Kc?Yz%)HqnS3+6WxP3u(oU!7PDddF z9RW`y@J1X~`^wAijlZRDf-G%d=Mt+Pn^;tei3d>6Q$T6?1d4<}cyvV@*k^ykw2YSx zH96XOrCtP;$RK~yv8t}n#_Lpa&1c%Fc3Kd+22vnvn5Dmb;;#5N%Zi`3Xh@?MEk}D3 zU+h;Gv4o72B%G<2ch7^ce^OShfASSSURo=#LKC$Oa|Yv)h0SI4Qh3tE|C3!^Jv&wqbliRf{RgV zwYcA{g4kf$4d7=PCYSz{H4Xz;5%;l`;V||KxU3a(d1Tu)2m_U@@M5v4yi?B=y~C|` z1N{1|JvSc>`yZp7Q*iVOv|_c9#UYluy=+ZTdBKSHT)y>Xo;%N?2>3ZT$WH_!-LdyYVPx z2>5MenO*gd6|Y%$d99x3)~MR#qbHP4u2J~RWOIcG_~{|Q4a(2nmGFD3;d`Yi&;FnB z85R8eyL!K>_BaZ5#CPT5Pd7u+hlQ^VanojVv%WUr1T2QQf!}nQnU}xAcI$>Q2~nwE zLW>s)v!T8xGe9@|e;)5;@)^^ZHng1EMV1>Y-nU?bRQiS}r)?2kgqHGB#NqqeO!I|I zwUnXsR(-5Qx8W(e^C*ivwdE=CmrsI^eJmg)D^l37dW=;;BwtL-8(wA=O&K1B?kykR zSB|ao%e{sX1^hVK7}|TapKJAZA4D%Uv%lQIbV?bH1jSzo@>5bCx!M$cia**LeE*w8 z2mwvFCvvaG3x&eu6~6zdxE}OsJT7D>rYP+Y$k+R}S>742DfwAm`3JGV! zo)RZIRr-MZu^|cHd3%`P&X+_Td=M?eiJHaPW=gGAzV?F5e)<{KWrb*hlE>d9S#K?B zW_?(UI!5sr%lV&Yq1F8HPE|dptoPtYYx5G_;bFU>q-|a3_KSMo@lmsFdRl{N(!yWE z-lcBsu@dJt{&-k&o~gXIA;y0S#iSIt?egR!z4KHpH<_-`tl3trEmO~8WxoL@#MXe$ z@x1q=bhIUyI3+m0eGkpS$9ws9WvZJDOO}X3fQ^cqO}ag$FoHqZ344VC8#YoMTjn2l z_Wku24O@%pvT4fqsPxDqj7-)15*mfhwQKw-37rwxphV(S6A2+?SP#Wo=D5tgzwciE z%o}V;l;xhsU){!h5H@y#L#Gr(xkB-dOMTw={JB;!N#187CUk@1ff=Wyd-+kgz`0O0 zlRgWWR3=|!<*Q$SkBB#=wCA_+B!MgXFU0!NLA}T$<5NX%eXUZbbG9g2GHI60^989| zVnh7A+=#*f7cux|`GB&C59 zlf!Zig4pY~nk zLh$CDlIVUPaN&KX`Bo-D=WWW6Zr#P5$I${0_(}bIL~AR{{Y;}-hk-VD)UatNzbl6} zJ-3{wJnM0U*5 z00#y1w~%$vX**#f;z!YdBD`=iXva{xzNPoWF45!7shbX0Q9WA}-80*+40B3hOkT|x zHA$)z>j z$YiEqjhV1D6TH%Zig!eG2CGLIPsFsHMfoV3h0w*M8i8)s4x)9zU{C6dOSS>P@q742 zy#7}#xDPn#b*P}%JQnF^dR49fO*Ofs`P^H7rooBqmD(B&J$&ON@o|DOJeTx!z}{FH zL+2P6Y;S2t%bVQF!hhYds z1Uqv{L2`P56(K3PcUMUaaZpR~O})D9V(mI~7;@mKc69}&qZ&}$y4~t2VbGpRT{aF8 zrFw%r$TNMF0}&q(lIVXQaN-5ge6!>UUp5`g`v;`iNON;xn2AN{Za>B4hh&}|x%Ceb z5h^Ztq#ZSDD0J*_me2)E!3gJcgvt)fgn6U2&iufrUw-nr-@nvwT$D|E>n{7BPi%D2 zXHa)AEhjEwyCCGp_!n94f}S{xX#=GMcXEHz1xR&LX&Bu5`pq&41uCx_m7X1N2!yM> z#t;-u)?f@Com7?O+tqj8SxN01C~A7`g-x0YNnF^Cvl%K~??RY5Rg(mR$uTO7k=MWuw=PzZ-$Y^PK5(=%o>kx+yzQ0gXAF{P(GOVY17{CU$Gku9)YwXFtxKiEW}xTO7RANpL=VlMd8eXGk>CNn zM6Z%2$`9M@lKUuvgeuXccw#HU|Da+;d; zkHO}qDn{@W$cS9Iw9n_+`-n;_N*W_dU=-8@fL$bUzZFM6U#&^q@3YOk?gva^>Bv0V zynrqQJREV-;63D09_pP)f<(&#-XSx5eJSYyBBq)-+*F zmFCqo6)ea7$SwNA`CpRsM`3H%gBV^I)-d3Q@e!xw5)!bj1(q!E?nmc*LYO)(#~{y_Y;e?*8L)CT@B+)>(c|Ip29e4q?k~JpBRQL?>p_S z7FnXwq^EUOk>;(t9|pFtmRv6}Su1Snyp05r(-$Myy7 z%k=gWZAY3#Bvi1`U@1xPet^<9`5PVgD-wC4N^CSO#<4qYIta4#gSAYBK~%kbrjx<;lnCQ-O&a!QiS&T4-Nml zq>^0*G|OODpY>n>m?o*J?VKFsGbMd8>O&MJ*6c+SbiSnpT5u@ey;BnC=m$m{ZV{#IUR*c;ZuE*Nac`%H$z(vMS= zLuqi+oHAOQ%`p|PUj8X@*gug`qhLi+Tvr!)nw4v=RFi%C>QAIwmr_S#A6kmHK6WGi zc^krRuUNW|FM$=~sjOPkfR0YNUnjHj=q_j9*K+GVbiZ)9Qfy+%l1{ZhQ@TkcA#$C)-;(-%I}p~ zYwTp9pkgcBA+WJ+smav9qtxV~Z^~ZiEUwj+X4Gl1=YfbXZDtUSpQ`ld0vDB|F)HH*%apnpaKqbNy zRkk;kV@W%N4zh4Mq53o^d5uFO`|s)0-&DsT44BjOAMfHUl2eg;e&W zd8$wJ)h?1QDiEoVThT>X1UgnjQQ@6W=KfZ>FbJuHrZyaAyE_FV&%{P5BciZ|QOJ5D=3(Gco%t`SduN+TgB5!I-Tf$ene)YC2`M@v0*+wRvX z9aFYRP>+fM6ovcQuN9lmyDjeId;zPjq*nIrh71HV!1NG(P_Vsye0T|PZR2X#O9~m3 zsht>temNW^5-tZjCiiyJLi|zZ_JxXp zTvBZ(t}Hlkz07)1<_(V{c)~vgV7zScZd8^euf|9g`fyDhsk-H#of6wxA zEVpi}1FKZlpwFi6Eo?D^6$hi_T08Y1rpBFOJvZ&040_L;Hv02vnvCh|*c28YVtBKuc+HE4WNjWRbV*-*!5@KiL$XZ3?CS3ad1f`<1T(L1;M}0HS*!J7gT0{yuZXe}crk`Rd*nVUPkXT2R z`wd}QwPdAP7nxkxu!s)t!s}-x#NC91>73613NoSuxV`k~4E$LK`8w^&sF$73W#eZ9 zt#8|dQPB}T8~HC1^2qeOJ->Hn3HM<;d8C1^4^hV@o7;}Phx);ef0J;xJpGj}gRU)VzwHI@W*x2fa>{VaP}h8MEiPXyvlB5(i@{x9@1p6Z;m$Hx z@pKZPGbW&f*w1vbl0j^?_Tn?3l$G4%#H^jpR1N)O^+7-d13 z&JPngNLxs&Lx-i-WO%J#0I6ZJvh?3eZ2<2RG7}lAvj8%jgltU_GXc2~DHvubS2rGg z^CW!WA0!3ziQlhPuRlrb&#`U9{+)GsFTCvw9zFdX0i(q4rAbGBnQKS4AgF>r=uw>{#&7`}!}m}zBhFXCfT9aNUG^9) zSg#qE&Im-v)v%$AQ@)-{c5Ff2d+I-yvG@k~z_vq-mrxBkThSuD7q567i~fQD#cqPz zeLuno3h{#Z7hAOpj7ZEc+1KF-Hgv;+gVn_tQ4^5mCl8SgO`tP3f;O)2wYdM5(oeyx z=MLk;8;qDi_7S&P&K|3|4r`)v(zB7O$U0>+^lClda&HL+5;ecO<`ep-+z7$n*~H!X zUkXaD=#XTKQk1z3eO+n}X_+W8uS#DfZ6KB7nx&t?_j zTct{yRZZzRK4+3E;yh3QHD$@ABHP7_vFS z%t9w;Y^=rzICiJX_qZYzIv8nX>mmuqz%Vp4?1!mRM*{ymdQx&#n*B}JW!rkmrV}V> zc(M6WMWPZ3i$2{*9{vI$+z-j2b?l`+LHoqE1WrCh$Rq-dJSZpNMmERsjDjnx*&$Jh zX)O7VcE@~cR24-yESwBOM@=QfLu%)`XfxRWkU}Ra8hbNxm=lNKJ>7h~%d}UZ-q=hj zEl%&|HCRx=S79ooJ5#dU7qw~#$0OWxHY0RLqPGH^pMKPGNq|DIn~diHU%Ha*GY$IX zis#T-V6U&D(WkI`gSmh%5?SB{LrH6{gmw3I_2fuMm!VrZB(~N~2&BTmYiYLPd;m7= z8%cOMRYB+rT{jmM;644?U3{1+6V}d!pm0n`cD@1^?`*z!=hqH3fki_v>^j%tvij|g zU$K8B1S3;fsi?}(iKiZ6i2$>|d&fjvyLME8$R-@R<=5V1)$?R*2shv+aHu5hI$K)I zv$4diIju)AZoFP-8>1Wu8`l%q#ym6kYSlzpa6&X@?St`j0UNHqm;wZH8&Cm|WdWtc?6lDKp%x zVlJATud7fwc6%I4*_{+xAIP$e^lP$a`seY7&N~bcRZUwoit&_S$tv0BC<-=0u=JfZ zQ9Fm_V|ri>wa0UPeLlK!iKkZ2*z0%<%TNcQJw6gB!Ww30YgMS50d(PKkN{V#C8HmP zQCv?d#mL5{*lfYYMP=FWRZ|zBsOaZL)*W0BQPXjl;#^x4o0zlbbXnRfk>b_Fcp_gk z*Ak{MY`tnD$2VN#B(s^h*Trn6OUS@RX%(ay_cBsj(^cQ8;1{ZJ;FNg@hekK7VRCtA z92X2lpqBVeb+;DPsUGG(E{@)(q)v7lYO5Rl?W8n-I0%*A6I82w4o||zRicIT3Qv36 zI=E}S^tT9@j`@X!)4Y}maBJPy5353-j;|Yu*0UmR9No^~MFZSuE=-Dyv?&&JAeyb& zl8VL@!+H+yNi;izDs-eQ)N12l`Yp_+MRC$RU`va7n7qSrgdvhMwyH@%=UlJ&5AD|X zLxcSM>5rHhqo__bV#gPG0H%UUfX-|i-Yw**@Jg?CWDdUUluJEPuBEVZITdxM z9vYAQHhZZBmMgi{$T2}^MT=(H_QJ#Sm@czPPL#*4P4Ftr(#>_H1;|0HMfv8X#H&iQoKMl8|bC_2}<7n3Do~+R>;p)$aJ*$FmWm? z-tOSu&p=e$mV>k>jcfIy^SP6@D6AYHmRgB6FA!_^0=Gbn`+?z?!atKbJG{H!Nh!Zh z=e7Si2I05cwe(>a7tV7@cdM-j+iJF(q|Lj9K`$rFW3sx4u+uUrb`Ear!KQx$r9>EA zWlrFxcIv%_2}pPy)~6~^(9ou|nZC#ybb2DM@#`%_)%DI$TIwgWUua_5>rs{UXRK$zZ#e|Hny;{Ds z<9i&eS$37MX=#>7m7vw{AkVjQy`Fd_0dyIuR6@T#8oy4l5KIcnpiLYC4`Kd)J%~mRB)}&@68fF+eK1*71HPzNrL^WcrAZ^at&h$oe*ybwlW0ZFn zzTrU3%uu6-^rXa`4UgJlEeRc+9~f0mER0IrjZKZCT=R7FAI1l`+yvy3^&M7-9Ik3K z{v7ssM=M2~Q26Gs^$DwN5OKn9#;bpwHteX5)>xH;z2bM@*Ix)J9Qz-be|Rd>Va+GQ|t1^AbZ=2B!ay7GT@U zDX?aBO=#z892t!}i>K^q3!$G%v4gr-$-_TEyw|r!G2oKBIuH)vwvH)Qt%?#^^G163 zG%)K9S@Zd3UWsevOGnKISIzxhnq%&;T>O|y*RcaR0;DFYQ&ui63``(%&h?cxZzN~g zGN^ue<5|SOWyurPZw!jlsa|IW)Z^h!UZ}U{Kg)m?0pmhs?C#6ky~WUOkwjGM+&iC& zo-_o}sH(#yc$h=iL+)*(Q#Z?RwfKjq0Ex8~Hg-MA?L zM*_B;SkE6HxN>fDpOd*?BF28&h6__djCE%$b278zLuJt zhf@=;$>Rn-WYr$>a0zHfO*^vWZQ~15$*&q8X<^Bt!QLg^LBwqxf*SkC;d_v>g5RI% zAvBR(K?pEZp#}0soz-lP+oy6r-~ESpY<%j{<9`DjcR~S;A-whkL>!w(f!Me6AX_s@ zbFnwVI-_KMdE7^-;@ z^SI`!EC?yx9XtQ%o57o(_3{dZeWSCKif7zUWxk!Qf9#U6Zedw?gFKE~VM1T*9!LjV z1VVf!C=hdB=*VtuGbi|Oi+Xb#-n#l_fWnXRZ*1?r##U-{n%fOHrQZ+=<~E+Z?&f0r zJO7>T|F7AYVW2peE#if#tmQvX}HvQMi?l~4W{fhM?XD+tS2nx7PL%gbgM;&?ue!2uul2Z+)`i3wNSxK>M@5q#j;9DVuR^@eR0YQwmy6^$;Wc0kg6|I8W- z?VayC4f9#BB1`drsiCZ+s?3Y}yz958v@-e9f84)Qq}juH#0$KEoIk|vASiT zCD4Yv>}^>S`?e{>ZI0*6m>fb!d(rcFDW?TXmb}>Wi#|(sB!tELXdzR@ej*F#Ef}Am zO?|n9h=E;YyX3pmLKz%t41qaNr+`RQBbOcE-Qbr4!=Ck=XfbqB#B?GF5BK#1)f5%-@ki>`N@QGM~3L~nwX_R zc?d}+wn@Iv_rmKZaGGY8<1P=%5U30;(2XIvDFX?)8>NOK#rs!b z(9Rr@0??YD^s+VTy`Pf|O-HYR-j79G7^u%P(josdsF^p*5;PQ;%*z(WfhW zO`Ajgxy>JVYDW>Uu>xBb(r#8CPl&%csdr9qcP`h|({TPz1*AJ@-eo+4((m zGSz-C%skzw9?(@Qz}9;}X|SI8o={-PX82ma0$dCTGvLuVjO5Qy>4#9lx2Ka0Nlk~y zWpNNjn;&^vH(;x~k_p;vAMprb1OZ_x?J4Wox!4ad^az3%0 z{b6*T+i|+zGD_`Qdm$#Bb!kpkub`vAFL_o_(XNJax4WyVB^Ba!EVHjBs%~}9{mMGW zacBZd}uWU2$9zEAS1%w(d87h{iWJ4hL~*+`*urK>5%)wVjILv?@6 zOc(dlgW8|Kf@nVxW8`@^soBVP2qcOsW1aGPg30N2_R5^WE(AUmsTtG#S<7U+L8VI(Bu?63{&yvJU(6;VF1fiW>T) z*|W}1CKjJ{boF#W#8=+92^yI_()U#j1^K;MnIz8hKF=dbhg>9QZ%P=GaxqfW&!6Et z1VlmA>~zDNhzt&f6iNDCLQ+k~JrSFn9DbKdJMB8Z&-O>uc`@1%;K%|`x$C3%KfF3Q zZ;GPXaUBH2&^bfMVRbFc_&3F|%*rwK(+g=1jbybx1oNaP@(Yn$iMiN#$lJ;JlLu}I zYR`#-|E}_owlo{DFS4M-*pF3kpLlPeaO)Kxe6DVv-qa6*R}{VL8}^@XFR>MITj`RS9+vvnNRf-_0Bu6)#`|Wx=SU9-Xi$=GdzeH7O;87tzT>ipuGL!c z&B~e^8DeGHtf=3)Ram1uXH~Lh9YT8z9AqY)p3L)Usw1bMH0yOKp<$@1q<5^QzwFIbJF#&A>c2XwLs!bnHw4V4Osy`UUq>}@Z(S#cd2AiU)tQXQ-l ziauwxi6hryW;Opj+e$XH?*0r-z5MHdqDirOW=%AWjaWQrJ zpl;*tM#=1e7inCsVG-B*df`G^@tOtU5~chhJ1 zu@-)CXc7B^ZY!;owFYy=YGnp`W3r!dFxjA!smH!$)O`a8CuG-wJU|uM;BKLor(~kk z4@cAT{0g7bx^T2#vkIKALzNZL{sHYD-&60z+f*FERh19z-!6-UcGanjQa--$HB_YG z7a1*i{$(AExJ7;vTxeyEn6BO9@km^z_`Np{u#RqM0GW=On#r%~W+TPy?!% z6~#8`ojy;)78eh7;-lwZ;g2|Xe!!jnH{@bo!bmXVsC2P*YNpLgFlW%~7|RRj$^N{) z20xI-9WiJak!NS;nrpLYcL!WCfBManrL{5{R>eS9pw1`YaHpf>RD6du5S9A=WtB$& zQB6C>pz%=r4;4u280^X`XW&dpTj0W^upgsCO?CEjUpsr`N0_m_&2vXWG~iLH0_6*~ zE8kOJO$Cj+{VL!O1ErFYi^SdbeIo`Rw=LfRPTYo0FIysET&b zpX1}B6>cQ2iXjicZY|$zWhXl3bKo#6Z{6^t&yNcgU{=V}Ot@X8PqUZXnD~oc1t8Ruz4Jn>=`1Ya^SqJg+BV+63Ual**cMEg8Mq8(ZT`a{ z;vbY4lly0OxBHKqi>qjOmN_b4F;1##!y)XJ4|y?&!j%2S_fA3_M?=eriGd1bIZr9t zlzN&S44R=xgt`Lmk(_yrk5wIe$6RC0%6jJLJ~8bLLeDQUx}qjehnof0n-jKt7;g_b zj)mB7{M%Vef{ud|zzVQ*NyJ1#)Rv~(v6$yFnkSOZrT|=_P176cGq^^gsv3y2OroJN zxKP%lvj#IRENP&27UhWT3b{djAGYc)LzC6nJA~L^$+|}`Czxdh5w!r<#?rIb*9Db; zY6Kj`gEW+;Z^Vcj6oH?}LXxZWkN5PiBx)YNf*vicJPm2)N#NpBYZdB5GDDD@J(VVl zi+G2t?&yS5cN{F>Rcx43icP43O`rzTwP1%783lvSS=!ST*M9@1WLt@`9%yjys zUlx#K;7!$!&I>Nfrmw_@pc-)#3-xo|K5V1D7Y;37-i%S>oACJNwl4XJo*`2jW<%$6 z;%ohJxShU_R#X_&AmpMkB8-o(RxbmMVM4%TZGE9+CWl-4ATe@8cV`}GU#M6DNfZj^ zFs2AZowHhMM^4B}GO+y8dh`>Gyi6lytnDp52o`Lun=>A%)Y#Yy#T8I#1nu71K~8+T zh3ag|y5HQ9tn#l{KBJ`)g?ee3Z<=Nl>Zc2x%^)&y*f8j68rP$2I=Flp4$ra-Z@7CI z5CLS$YJREB-8$Sz{S(Rsqwo80_hQ@t_20SwF);&*-Bu9n7wr>;q(b>$*H;S^0>KYX zN>=y^E1NA%UC5B1V{SPS3|{3@lL|M-&KkUdyTiMnq`vDr~n4u?dhD9lC9s*<|cv zBS4@-hc+Q(PhPj(>G2YxtB#t6dMAZPQ=@3$0&XSG`q<-aV&L6YLu!RHz7K!Ly(~vT zEm@&~exuTSIF zFYq(V&FCT{7^nAc*2L~b4LK1KL^l(y);s*YW4hf$KqEJJ!d_mIU2vh8 z^*i0N^D(b-5PVhsWr7tqR-mHZWMpVq>%SEup}W$)ij8gx-_H2y;{M_YIk|Tp5F*&t zYPxtbAgtqm3P9l+J0{BkRjLaH_MjexSUGJ`T z#u;5*YOtS0+^q(Dd#9@Cs10+uof^Q~R-|IFC@0}KJ6EmyCMzZB6TKSf4HxrcyO3|oV6&N&Md|02s2#1bJ9=$vhF=(gZ22vsf0YUgX zLm46dTKq`I;a6>~otS9r7$w*Z2fswbxXJs@y^cLI-yC9)(@zyvce$%{y^6Li>IraV7JEVwh zLt%37rdHbkYO|#`IUZct*&@Bn_3EQwSOVm+%zgPrNtXkqpZgMg^4>M_@zgs_;VtkD zmuxGO)`|+N8^NWaG`ZL9~Q0-&{3wmVTrqO zyRnUhlghijpHtT644Y*dMe>2z-V3HcJ->l#!gy!1=JInAZW-i!QVS^za3>7aiKb}| zemV8!aFFTx&;^qFq#(QQsGUaUSPdni0HC2%d2wke+0MnuiGJyu@j&EsRDpOD{nFmf zj(UR_EvB}XR+SD&UWsyKt~%4YYhJBUA1nP0Fx^k;wU#OZW~$FkHO!=5X|AJ&BRw2? zFaHSn;B(=7X^)81nZhv0U#0$ShSW*4Y!p8G%$ihh$7O3%Uk`mJjxheo^K<1cFN>i3 ze9V_mr!}~^xzlH+<;*{~XopcAC;(5aN%xkW#qYQ|FlD*O_npH$Sk@d&bdJ-AVPIH< zsU(xWp?PeLjnfc6?qZp2AN?YhlnlbWv$Q(dfuPz}#?5^VXE-v^H<2n|3jKWqYRjb} z{eNj0Gfpi`&1vCOlUrY1`S~g(qoB{^u-emsVi_!+l&2=ew2h)~iJGz7v!{E6{UQz^ zT8&9C3A<4x=u+{G6tmIqnBuPEh3*K}y27I&^spfS z!BQpXhe11bP8}+qfPWng7bz3t{hp#;)n1DK?)q<7Y)y)w4W2Y?J1kYhj?)Cj_Q3dM zRNOef_Mkc*y>uf1>;NkKVY^oj$JnF7L4m02GgwtF5i%KXAgy+>=lgrI!m}QW>$!>? zII10rM3;cC0r8q9WQaOb(rp>b75Re9Lf*C#NTW##L9!R;c}q(j?(Gbefvk8h5sVgT z3I3yS;}f-ji^>Zj@Gpt@1jX=|v`<0mFFOnKr1z)z=Xh9W(Ay56 z9#7`nD?dGN!bLzb*GvQCAzR@s1I{Kkl{^>E9H;skAvrfy)~=g)@9kJurVl)}|5PWE zz<4%|dWZ62mp?s0S70e$1fEF| ztTrv5LI0GnJ%u^MdBgjvD=wXWoGKny-7KdS{Q4Nbv?&44TUzgBXqM)$yDF%b`=)|y z9EC+2U^&^2r;Fa#n~QbjO|cIk@0l()MuGprsgDGW+07J0$PYu_ORLE>-o5sildTJH zLR(W-Z3_?F>TRWAh7b@AHDfZC+w||rTt-S0-ix~&=85399d|hK`8?PI_AWVdNR2w& zR8=kjG40+{Z^%TgtgLKmY6`pzk`xc#fca%A(Ec1)F#oXL&Gg23i%vJE)8)kog?nX? zih>FFJ5#vCVQXbGQtR$M2YotRUebAS-ByZk_O*~SD!G^Ws=f*chYAB7c{t{YDA@@2`0 z<~1n_M(tS=ph0Hid1;uA-Y5(-v88wpzpaou@v@))jBx9X?|LL^;2NKv62sBJAstiG zTKr{Xbesm3?%Ut(UZvvioo{b0eiVt?QpiEG%5}IM8ym}CDlIG1YCRuKVG$#UiW=Qf zqoSn5w3U^UV~S3X-P_wsOvDt6qt$8)e8a1gM2G~C zUNYz%_Y5@=ayeS{I&YN{S$QnWpMDs~{Q`CP%0yv?IsmVaBU_g(6xG9&`GuQF0ACgI z8+oqMYqEC}_mTQ75d)9o&(q0&Q&&^TnBVry= zI4}q8_C;hX#C_6^s5MjC1@pLA_9Rw1gqTQXQitBkiqSL%FUP>HQ%b8+8Gss}5OBdT zK|$UMkQS%HfjDh7yV1jv^;w$O2@5bWQigs_bLFwae*4pFx(C-ky%wF#Qdrp|bW< zsSA(p6r8Rzz|&Qyk7R+V9Ii=2u{8TZaG;N6KSKQM2gG0vkE@-FwU7BKWix{iG4vEQ zJ^6CtzW$(9BOOCi8zYQSEd*HpC1yFXWl7qPl)^P;K&?~NN0c>ac50w`5~ir(uNJ00Q;2+^)bn`vg6)FAwz)bfTomA4;Svjd``)$7l4EFEu-E4nz@HlaaPuIA7p0M_o8Y zu=m*tfy)eNY$H*H6SMR5Ej_W#!>ktS&3mtZcUzkMV9{}bK=?L?iX~!Z4urh*yGmq? zv87oM(zXQ8WVFuAPZK0w_&8p7a-y)hkbVzIBSJQy&LN)|KujkfE;uj|huab@HEr#r5U$XSIbMv-+8tnK<;s3Oz~+0hNv)ACEU|ej;J0=#_t$e~v?2X3>SB z=Ic!IIolJDptv`kvH?6VZ@pT5Xf+HEq)^l`_gXKa%~G&6R$kitoqF?wa>O3zYL5q5 zh#1c*RiTAohRxN8xm#vB#Bq6*!Nw(5W?JQ0Ag7)-v~$1BQ*+=tQfuQb)q|~Er?$i# z{e-0JN***=n1{Wn#e+CEH4{gx{-!8RFyGX_Gs zr~(1;(PfM|8w%Wd*t{*!2U1pxmAa(t+%GJ2%7mB+DOnNCUu5-%c?q(JowM+pb}-vV z*9f%ccCr1U)S$DXEsZ*m29BAwMb%Y7ZgMLFqkb}I?oE|W#i%Aa4NiqG1;)YO4A}Qp zeGIq1za1RIIQIT1=6Ksa4W{bgO^DBwCcsacrEbcrC028}m61o265!oFGq6dkyBhzq z*_|M(87^G$PgGcPFw0JFx$KhF8r-uso1c`#S&8d%NEQ%vW6+t!BinyjJQ7ihp9Fr>AD}JRr%QL?mNL z51;inyBXw>^t%;&Ucarqy~5~qQ%%69bh-cBm7#u{IH96ZAO*1c5}@daD*Nw99~H|G zVaqv|w~ienyZAp^fSUx34^B4h-XEmqqk83NDU)-6BnJ@hk*PA{${se{ZdjqGb7W89I(WpJzaWFYv9&G`y1 zTa}&U;59?X;2RXlrDaO2>_cUn_l`X5ha(8Wi|bASy$bk^3CR^GASM$j_nR0q5i!L- zP(}R+W(-74xS>)Tsm(`>ysn=f(Z5K?IpB3zbDJv6BI`8PE=>s>X17-6e%u~(@sDH^ zre)!xRvR6YRhVF*++U|XK0IcYR~VhMH`fHCc99oZ;mpm<5Bns=ip9QvqqKflNnYs>s?{36{A)$T%A*Sq_xeQUFa^auL7^Ek^8}i)JwroOzJ_gDCe%p$kK=b`n>9(7^tX=?_&F+rOmTd zuXy}KrKAU)e|d%V^(2Y47rQZ?5{si2(<&=V^)?Ihrc01JiY1$6scQX4ny~et`v%wI<_s+?rW$Vwi-LY)ZYjX%wEjNC#zMv;va-6 zOnDsj%3xDnl$<~K7#~YZ`@-2*u*f&>TO-tB|>312{d$?*vV z(8iB^hm=Enzztttem*tI8e`giArurO-W<=j*_d$@$QaLXirE(NQgBZUkTy@UWJuAZ)_5aAR^1o zzHj)ju}*OyS%QK~n{uQU>Z6#O00$b3dM3y-lcDDVNoq=buaAC)SwF**=DQ9Y|M-4< z%PECdyEKN#va-Vo70_Kk2-maeyV417$&woRjFY2S8#A_()!+tz2x(2Otl5%qy!|FBfd_*Fy4B}0Z)1*W4 z!&p%nMWWvLJkPY@WcyfAy*X_d?Qo5=TAT%o<*1qY!8)Utb!xI05*aVc%5QW2^4TI+ z(syRbl=Gc3f8GvA$}l!~Yn5k`e&(M|kzR04cG2?0AXW7;WNiP)9Y4}vppLRoPvc%1 ze|eYktVq>EqXA-PR-KM$KMQwv>OJ7(jt!s}*#^Ud{8J(`G8csC0xPZIO=Pr<4<0~2E zw|=49pSLYC0N9v{E}E$n3%RvZ-@N$Z>#QA=f34X8&P(vpe$polC&*L4e;9srhFJ4Z zomSSFJ&ZF$O);dOa#A>^MO9;@L$1{A>io^4s-k{xARVv9% z);TYOIt*Lp_~GmHG0h*P$~-TXsJu6wz0J==v_(4@l|MWu>+B1`DcKIP6E0L2Ol&Oj zUF+i<79wX@8ejt~%)UT)d(tTQ^$q8Xx1~07TSIzEi}yNi(wGO1joS_V9%+=3A~IY( zpZklecqLHWPpfbG!bS{(+?aaC7$NR-^9UDl7K;LDvMvk$X^x}&3`Rat1$~W*r7Z-M#@)jPJm8Gms)3`<7WFs>$omODTaci#`(RwUNP5%avi*lPr^JboO4HNrd7t-pg^r z8PUV(jGDZ98QjTpx>t?GS6Oi3!a$u0G0U z<%~`Y*XPXIUmO@GobQzRi4Y|ilzqh=-sL&g!=2M+yP3i*W2s(%Dmw%90pL^ylwCd$ zK2;r)wG!H>PBj-dlp`$eVG7x*oy=sIxRNfCRjk(S8;L%*3+o@c&vThqd?21L88K?u z@~xEpTL1E=Ls!V^v0xNP7Of=aB)T{6#BkddtJbu%Y2Re79fN6e}^M zGm(<6DeVaG@e*J~YGu0XTxN8mMm6p-;^S33nj-s6_XyDPBuRXv{JCqe$yHFtI)Uzd zi?`i@;~xkV=Cn@k`z@4CdzCEz^bUuLX?J=k(cG77+(vbm-)+*QD$`59q9t>9rjtGj`e4#owNBN`rd)t9mV45qL(PK8~nnylJf{92OdZ3 z!r9u{sobjVOB0@!?Zv@$Ms5|#jt9L1fhU=Hn3Z0sHoZ~?BQ9jWFyN7qiQv7Aup>yn z>xv93YP_N|Rd*PlcgU~Z&&$v7(8MO-(D?8)s^|^H$P;9845WyN6bV)d14_2aqzmCU z@ZZz>`jU@t1t@-Y*UPf55AfOSb2|$mO+qKo9Sq#c9M9lv_65Ormo+5AhI9U>PYeYv zRMuoyCkJbjZEPls%VvsWKM!2)eV~$-TB66bJ|NXNCQ99VeLcT}Dniv|J~+oGqXkLJ zW|AFnF%(E11bV)n5Npa=ulMLLMkidxZHM=z#>Ki0go9nC=t|$gBPxcJ)0IhxZ1A=ev`1mo5iavtUb=doeBWo33Pg-z}_S zcl)CjsyF*?4S zjemBcb8{Z@$5thA%u71^c=Ds(_(-PMuLdldtJWH2ZBOuK_|2UpnhH3c7UpjEvN<2U zU60;Lqx17MC|1?Qa=|}q`p3&^`07G1k>iucy)?2n_+cyax1w0-Js&>)^JCc;1Vy0{c#EqW_*4<2yXxyG&@m?&Pk5}@_ay_?j z+`rBh*85<6un}Lj=+jT&q|ASc?X?&S zJ{Sc;4pc5@D#Zq!?8#GEuZC+y{p5uL^d26x?vKB$tW`UNAqniE4qe?B5o4vC=gjk5 zeiuCT?WH`p>m28d?wh_o+8d6d_Sdeq-pYX5o4I8#4nAkky#!-<5L^y$hMyh%#(l_Pv#yP~80ApF+rW_Fry>3+kAdf|_Sjf8%%CemIsx5-?U4zeNmwV9&tVi7$( zXReN$HI>ZkMCToL3W&j-`oW$|&0e7KHXn)4Z^&YO{TJop)P~|&=7;&cqe=npdM1w_ z$^s3?XTD;k2i(=~G&V~P1a7R=890|Z{BzED@5mMg+)^7$%SrdHsVoQ_?TsMkwUvwW zX0L5sCeg-XA{BcZm}q%F8wb){p0&1yH(vOzCs4@}N6IX^FJ_-v)>m?#g;gua%Puex zQE1<~oO%g&;jsJm*u7bx41kyu6|`MAA;+h|t1 zlkOra_NgU-qw(f^<9A|eLpoS?tY`d0fOgMeQ}1VFb=ke1yzp>BbYgFUodkC#N>N|n zj~-?B({Ta2tv>Em7aPO-dWhleipboY54FDbz3De-Gqzk}2V$AondxXCum{ z^b69qhP#Va%3YV0p`dA8_RnKHYU;EQh-RB!L zg>q^}<4nml+w_ zKD!Al)Mi>#8@3SdPULYjD?Mn~`5a!H*jQIH_?9!IlLfU7lLy<=MrSWed(h(`F?k(= zl(LX)>?*^^l@&9hxe>XVvpZ@*R7ytUm|NrO575cwf zlc$AGPR%+(UVC|YspV9C2+F_^a!i@zL8=PMpssRrd!;9(sQ8hlGu`4`TCofGt z5+>Kv8$QDCZg^`OvctRo9PaqP zdG-HKT1lTdQP9Y=#W!Y$J=DL=yeW5XG@ZG3!2#TOkqTA!pp{c`8D9W5Xf`-Qy{=_G z)BXLqrRArbyWWsJ*Mm^Sw;$~GyKL1dq9S0gWe>3w6(Cc{UQ4$j#5{EbMeYgs3;6O=h zJ2p-#s~47TL(I!R5^r{DJLAQ(W-q9{JJvgoeK0h4s=l9g5b@Hz!li;;{sjVsb5z!? zeD$*KSrrRQAXm-j1Az>`?Qvme*^eitsukUNaQ-T3pT{konBj5xV4u_gRmUd=({YTA z<&vMRy^8{lwA`MgKI}HQTUq_-{%UP3GpQ5uQmBqo@HBwMZ+24Ij^DjdDSzB#9A-^= z1!ZLlQ0yhzzb!kwWvZg$yo|A&cE@4-tui8_2_~|}Q^3?W_WYLy24qwPEbX8@Xd*=# z0+uYb%f*uvN5779g5&2cs1UrD$EvUgzOerewGYH7fx>$?N5sWVx!s+g+oxPioVa3( z=!7^~x^MmX$G_yT!&a%=U8Nf&V4h~7t?euPXRwuI>cYw=VAEM<;)Kt_6znbh$MWP{ z_>igb-a*HIq}pwGvyEGmh2sGsQ~O<#|1a8h zc8*iZ(uS_~L<~Wzm@Dx0=lys|SpRZGg>spk8(;V?-;;E!AMsaYSgH!bz>iy*h{3tN zf_JVksm`~O>y2yYT&PK(#v*k)dE1ilOW1Zd7576EV=&VW?l}TB1^ae`;h%x{{82j7 zx2~n#susJ8$9qI%v7RQ}A*qCsyr}M2ab1^Bgqd46#1 zYT|A@MUV-5p*>>cT(h#(>n0D81{|*fO~0uv5h2MP8NA@o7uB#o%?tZykYg2vbardS zK+aFh)~D%bW4?qGC^v>le{j{Y74@GA%YojhbNK?t8G)a22WiJk!O=*=_KqaG>K~g8 z1W}<^pI|R-rAhqw2~QMk+QY%q{pjCdf=4LUJ#iRl3{ zuL(A22!ZFXo0Eq|8qj*nS4P~3Vu*{mdDwr=?8m9OrfJH}VY~n>(Qo~A+wwcfhoU?! z3loc4Pqnp_s<_Qa7ork790!&8$4|v6{1q-(q#f0%)&p6QCH4Mwp5_E!vK|DrIS6Hb`_ z$4+aeIOjEdL*ITe=5gh!;s7cF$VwpYuVaWH_Cp=bR!PNixr{@p1FhH!-`k-G#V2K= zPZ7B}@jy*iX@6fl?Vy0?l9fjpw+R*xs7>0#_VMMR!vwtxw_-$pT>C2ZGWr|>_zm(l zU*v%+m5ceAYi|EAE`0?MXw&=KU&j`gEQT{K_nPRVxeZNe$x}jf z;6SHHux+{|nizXid@su79)+C2_eKnl^T$)Xa^R(w!ntd1uAunc$IxlXuiw;3|nEyHsVUMru}~ zfDUD02Glh8)c^LD)uhc8nCbo-7A3Qi5H#cgbpFn=k}`S|Gv~Vxd#E>(dwDxG^}wYm zLjFL)clS|c_*HVhD|zP3Xc&O=4VY4x`1by?cdUV7jV;qfTl-up#)YuyES6YUwXGOv z$&xvT9+(M=k|u@QEwL%baGc77Rh~rp=cI20p#fv;_`t~NK5bhcln>VX8;pG-s*Cva zkU+N>kMD!hQ?z%i92}5=^fTw^*=l@l$;lzfy*T%5Z6Zs^DPT1Itoen-B%V1kYD1T} z$Wiy4nc)QXPeJa_9`}t$H8Pe_$sT)T=+ko8w1zb;iI1pgKAb2c+0Wg@92|=c|BxXb z3Xo?w^z-=ljFkq2)@%}Pi-ofkG|Acmjh7oOuT_AfxR3Ux-60h^((y5c4y7)hKP2S$M%ay-y1Yg zETT;hJjioUUQ&|qM9aVqavMk2enXtTsrJJkoGgnZ_nfnqp9tjXarLK&W_tN>PZ~1Q6xF%0TIacMF#-IJ(=Vco$gHZ?`Sh7gUbwTro9IoL>MVTDJf}0 zcztO`1BbT;fEewrKcBYCPei2i9l`QlwungG9F@MTKZQ@{EErTp?}!N?0PR+KqGLmF z-a4YOPzD!N3;*?5@8qUUXP2aavc380NwKx85OCr9*R^Vv^n`wK*2%q13^-5OmTCYe zEGdlXy&B190{;0boy-=Ue?iYn2x-|LjS3-CzABJ;!_Nn}2)QHMdE(eGvCmvh3CDK%Rm(E+)qjX-%$s20!nr z-@o^I1>BtKqy>EgT5{vleMbcNW!5J}r*+otOb43Iz_Lxi^fj$vi&|Q0?C4YDM)!k) z%HS#J&?eA18L=pER5Pu-t5oqQAW#j|ME7W`#ch2C+l|F^1QWw;O=y#Xd(BPxMk=CZh#g{Vm1ivYq!czhi&WaSV0!QxKIa{*4- zi$kn|gl3=KezNarx(2EMLUhc{yG|)RrtG#sybyV=YmjyX&EB92Cj?L)$Pw{ze-!Z) zI4mO;+rkpF1oA&wzNEoXIXhWiv5Mn#C&^5V%?qb zud7L#7a<8O?eriGq&^xH5NIK@OhN57S54zXW=6Z}#fal(>X*Ur0p(zO8s9|UL<1hT zRlv|zGi&^u{ZEC|O8x1LT?G)r)Kh-GZu<6~c;jg%S5?cUF%vl2OMkN$k( zIe4A_9`?Wh6g#XMci)t7i1<6 z_G4u)?zWvdIJW_-TVeM3Ij7C*c#ByYkf)_%`f=Mwh2H*QxgQx9^^=#TCdX4l5fU$# z)ezx8=<9BSra(Zr0rtEoR+)i{C)u%+f3AtdVnOh~+{t2r7vya1Uf1`YGy`rM#IG2Z@mZHX&&%cpcf1Rcubh`c5y zJhhe2n0U{qoRha8=e(6q`E%kusHyA=AeAry!`_?2grGnl_aVP%M z5(NuUe9s2ffe;nSqL5i`1(#pAJTl@tdyw5sqDI9N_?I93lYWR0K~0(UikcU5!>b_? z0K6+7SYc<&U@7DRz~(BD?%zq87zgStNEQ^ufNioI7s*l-0CN@F#1g`OAp!_UBFT9? z#WfrkiH4JT6Evq(@P4bSAl*kN} z_&6-1(_^c9+GEE92bx=o7^nPn{7Kgpw3(PXEZ}i^IVs)mMfhN5%~V(h@{Dmk;RZ~O zkFd;E{GdLoKwV-L%QpOOf(_VY*L^%viJl^Jm^~e8Jn@DPUqgG4E`D0*UDb1QcVmE$ z3V^JJylN3BJt*z36kq{_r|ogv@ni4Xp_euO#5q5R`41DpJV|&VAD1b=+r0*X24p+s zyu;CiNPK)AQ5Lay038wvEKC`78>Vgm0hf(tw<-CQH6Zm4%-bH2DK?z1%7a$09u`YJ0M=(xJA)LNh9Z*XMd{2KM+bK0rIe=zBv-iU?{D zz20l6)u^fI=I2r_zbpzzknsfAt6s=5#xBYIw_PrZuWI6duq?xhI*Z9AQk<|XnJX7H zl>|7*jhq^7`TepqB7?b}dgJcY=<}Z(xsZHS-FL>}p<>zsj!;F(19B3Mpb;6xn#MC@|YvJQ1eG9_BW zytB3j9#5SG2L}gR6#H6DMa6@D^u`btgUZ=&H`jSZ;f+tWBTszVC=2lu-K9omH zD&J=oBj_Z{?;b@-8CYg88X#VXrHK%>Dz?#`uMC8P+lZHHIe`6Q%VpqETx*umf2yJH z^cHvp0#!C&xd7IJY0|D^ywEtlDt0x;H{UAj=m2DQl7FRE;5UQUKUFb=#A`ElEiQti z13{jTiG5Q~YP#;d^M$lQ88YWQV_#M1VckT0lIOoN>I9IQ*(YdwX$1FOce+>#y^TU% zvKlYmAGut_s@B_GOM$AWAHjbv4{w(2LToHk`tr*fv6MBjkP)5;wxi4wWD=D%JkZiZ z9#l=AyLGAXgoq1;Vyzmu!#;>rf6>bsapL&Nq1)pa#wzBJ)iaO$b`cGwu>Bu7My}r{ z0+T}i2@1LpSPXl|#;RvIG1jruRtpPC8TB+jmYFUjke7b%-3F(_dk!`wl>)0m*potZ z92*=!da_D|vP$)`SaWDU_NZD9KzDSt6-QUf#;~yn;Im8-(YR)e(YYQ*Ub*XA6#Lw) ztcLL26M!1f!)-vIDzj3c)GL4QN;1CPHjVxqi}J?gzYu9QkoQ3SU!UO@hrXEP@kIn^ zuFMqC3?&>W_Aw>L`a&wiAKav;OMgg8V0oOpn5;~l2-J`oJ8BhWRrslTDHz&N&s2(2W+h9!n#+VrUX4TJm(^C)G|Xci|%up9-<6pZpUDngpfiDj%kUR@HJ2 zKTUgeP|LY)4gGlAUkGE#v5)8^)`vyEm1jGdGky)@psLdlhq(cRoi;&o@ROvZN|^)@ z_dphq?zxKW>Q_1WNwVLyDoLqEyKGF=01kgi`G}NoLsc1$H^I4xlE$_Lj+Ix zMqr4UECc<3zw{3ZeJvP>lraGiz`3;_ZI|!gcO<>b1V&PG@M=N&@i}|d)jq`zBe>q41?Ol;1psCP**w-$p8*|yR)m7A;i~i>zx|ky1BNlw{V=sC{}Up!Ohn$X zPea$Z{w_X9e-7k|1arG8=2CK|d#U>sJrnjIn~mdVs}QtbER3AtNZ%i0?2^XQk3_UL zHMv*0WMU8ilgoI+a}skJqM;E*}ooA6JB}y;XH= zUf$yGqG-I1&l=PpyT0FV1Hj;5Yyu1|Hw6-F(i0fsI(^5$@U71!aC{tiI>6f=)9^9& z?G|t$1r9d?D0Pyy*MnQ>>^e{_<%>yp@Ry~k;xaZ5yvU!JX_G*<;X;JH2$!H@^kh+# zfU7?<DnuApi00B@+n@%i_NA~`_bZZNMD~#n!C%o!Ff;`&Or2qu()Bg$! zB2C?ZHo``CJl2IIm*<*^W$mwQs;Q_g!&WXb3xiv=4`XYJm7gC!&z`)H0Q6756ak z2@H^t4&bCimps~H4NA9D#&xc5=Y%@P>_RMGZ&s{Sr`h?0<{P5BB4IH)X+y=(Fz(G? zgt8%9H8M4qiv!Ti&MVMhYts%?D?v+>antnmcL}9BMAA~2U>AHgXAM$VqG1UZp zfs)a=*8~cQoTOA3WLU}cLfDTGG+xO%O)&-%_5_3rcajdMFH8WFyWK`Cs1JRF_fn2p z&<|Q60GER*=lUjIk&wYi>=L`m;FQR*u6nk`0N z_er$ae9RP+nE>)Qe*-bX%`eIblu+x01LOodG_g!_y{AEv^TY&&c27Z7MqAMUjh8jd zIqkkVKBfQ`;9~11^`|7?zvT{7qNkuG>v|1EHlxlIu-a@n+6rz#(6y3uGHf}&!?3)k zhYn;MP+t1R+Vs~0D*H$gye9%(5o04ov3^EnB)3Fut4tw*>Xh^82a5}#dPsO!_yu-2 zjfXdxomzr&v!vaFloum__nm@ZAow=mZ_XBD;C}n{s7O2W-8UWqhZjG{^(Q%CXk4QP zwa_3qLm)b;OD~?I@>1dBfmG)5Rc2?SkuWWS6mHo}Pumh$hMK zAZI_Af+--w@7Q!S6Kt~n4dCc?4|3SlMIGS-R8cUBeke*yhKeQu#lE+&^v_a_gvh{w zHvNF8*yO;HZKgt1|Dc^gy+U+>1n_dcVmr!3vCNF>(-)9(pSOuHgRuG*6ED>*xPPln zX0Sfg_fmaxiocz6mkE-e2UzeDAxt*Dq%?qtA2c!)Ylvp*+M)|KqY`G=kqWki_fUn< z%vPGf_IKqrzf?_!o)fS4$S6CUWT~hs4%ljUMWwJn2#5~@Cc+%PFR1x=eaSyzwt|3; zWtk*l%TtJTh092n=qL7jwlebQXTTd1AP_Ho-!(a)HZx6qMKI6%t{B+ob2aCkmx$Rz9ak*CrTn`h>n_=@g2Qu%sR!bN;YEZsEQnt|wS!VVnu!lxix6uFLZJc( znXB+!?ryp1Yk-;iz*bj`Ss`;ZG&Y*ZS3^x3kX)+QJ_9fF_A%!u(S?`n&;r{JI+bdl zBOu-mY!yR1prAF4GETC;a8Zx&4<_QS1qEzp(en zmGWT$$h|wC$|THT#xBmI^+W^r_0h-FF|}H~;`R&xAia4CvvOs<7_{yB$|yTJW7qHd zC5zV6-sLh+4VV6wIDpzQsL3f_U*Fwavxel0=;vP(s!N2#&{rN`)`pOmbzm$`=nu@u zFXY1&yHe{0XZiq=))Jx~81O8FA5GAxm2J5FQ!+)$g@<}`8 zMJeP<&nha04`+iCTF5W}aqIuV(x^Z2Mg2$akb(m4ut_P;L&xDP%8rokSfiJGo?d(2 zprBq1#O%gLyPxIS9mxR$x@Jx@Ne#EnRmn3o#P8ZIo9kE~S;_!tr9sIr#*4lFABnKZ z<8ebM3rd=gI_P#5<~1JZ=jRNKfD{#&hRDwPU%1Th)9Y&ehh~aUNBd*6BcA!=U8yIX zcV~{#z-r&(!cu>6dd#j(-4Uzl?^TqJUA)2qxjBx|;Ok9x?)zkp<_aw3awPW4T4?06gE3 z{r`|utY`pbqtrdR#tuvHs}Ib~fYZ2Xr&nv_g$hksH+kLVRm0fDqxA_Xd4QD(euu@d zlpq%U69fSA#`ROq+14_za$r+01V2)m@gBVbd@MLXGskj`ivK}?c{>xB09IqkMD@IZ z5u!u!dXlHXgik!FE*p1dS}N>;r|Yv=&6V!< zJ-ZtzMnW0pLGc7Xrr2*P(l82>`yUEJXmE4#>>oW4GhY#a+)I;rdtsg7gl+|OLeMu> z)w;GTyO%0}>tEu+fK-aebXn_>$Ab<-|LtY>ie@7vEJZaLU(T_7h>X$%k{Ue7eGh{5 z7A^X&0tUC6i~+@S_&5m5-XB;_S1`;r!by6MOPSUOapjX`>MlrhTD}V9PQ*9GU#7PP zHvh)9AXO2C1C?iDaJ(7fBBPZDS~b`K1_EH# z#q(Wf(EqD{p)TSn=u08Ph=;a9h1r_?NZTS`YnCC*Z)z(W+}m$ZRt)d0L9U9JTgYE^ltP^YxRHCg8BBmNQrzs!Gyf>-M=tbZ^uVQyi8is`#OEH^3Y zS8G1$s?|`c57Z9gd%J9BW#C+2YrEr3FdavIWwi)f0asqOObS&vv^hEAx9qnu`qzlZQsS zw@|myxiSa**ZoEN-^gIK>HvcBOE+i<49MVBk;Cv2^J`Xng*UT^ipu zh=Bs+e`i@Q_;!A+yu5wJPc?n{Me|c8_Ua&@?4ctyT`_L%^7N1>lAPh{Hbl})>8f{- z{o|_sXHkGqfy>Lfvhx6FGC5;e;;v^h%=66C(t4Q-+l0_@)Di)+Wrj8wT~TRYqoSW{ zf4CXW=k3JAG+F7Y%=scapMa9t?_33moo+AcMYoH2)8cyj>ufc(x-*)0ii#a^7aRV> zxp_fAvjf(IKNHDPQdPo^XDUBcekZM3LV^{}*YJk7 zm9c8(HW_5R{RXjwQ%U^>Wz&0rgFAu)OQ2}Pxj%ocyUF|GKPeBhu?S(QotOD06CW_Wb|cY$Q{l!-vpb7lu>C> zL!0RbdkRKN-&v@)w_9(diTQb>0NiM(c}joO{|v&%Hvq)k>J^x zT267~-16DZsw3Gn82$MIF`{~;KNfRrp140_ndIy(H+6N#4X}Q$7rmrmXAY>FT=t{>1-fX4v-wz2ozrI0qW$bD%-uS{1JbA8j@uHV062V zP>H3$DUZu{JP-av44KERx$2)dvy zHrrcT-b!wKg0p&;6S9+l<(%~AJz-#=lx6+;?uxF{#_if9ZX%PN3qW+wbb9bSAPre| z8eARHPq_T)Hlspmt5*FE?vDqnqlL>>j1;!_$vR9u1mF5nu{)mbITU#87j8b(aPn3; zPgYFO5jQq~H-Kxs!P$Ao*W*3ciXVz`4f{7r5situgx_-glFzrZ6%Po@^ohWwljUsk0$7KoM?+Qb1-$;vN z8_r9TWtPjVy(I4lo8oDGMxsQ8DO3T0$SydfiNqk2+=#yDMrOwp0{X77$Xc!m02@Y# z{!x^$irzgSc#>87j{7TQ`ZaW>mf-MTqH48aI7sUQzY>YZ5i;A`kt#=4i;-uHwZcCm z+iMRD&mesx-%8)e#>h)xbhE6ae2YIFFBY1|YJ{aAH}ur*k;o zxFn$1-tkUM7E&@x-41T|CjSc}wr5Z1;hH*gJ89Qs7Yxk}+_#W)Ito9Wj#iIKMViS) z6`dTu>ae!orKz;*38{}sIaeum6cW$SO0_`RGGssH#BY_YAFLLjJ-+@eUg-;T368r+ zeir3G@0MVz(qj<^I5$u$&$7Z2tnmEeCgz!{V{WjVKyw?t%49#Ui%+n47XY+d{2CO< zXqE)8a-c+M2Zrn~kkNK) z)R^imZkR)5zp)v22jSmxDgy}YU-UMj~x-K+ECMnq96M~Zhw~yh;QqsNbE#o86^=e7ovP^T9-sc z;)>!OW5eBoJLG|JUX7;zDWhp*DaLp^YNbVCl>ScN9_(C$cS8QB7l1b0)*its$!Yg@ z5gk(0IoeP-I(q%em|3w;!~vqADOM#_nQo?ZWO+^X+bK;premk8o|w>&%LV}AEdUb# zF*nQGKw17p#bgb4SouPfOwfYVqkY`O{4FvUcNtX6?GPU%WSKOcx)0C+}iAKV7y!{Xn zUkc%o5Cu7l7#aBue^FNC?|dnwB`v$BQ%h_B6avJsu;w`0=|e;QckjkN?>FS8(cjUX zS(W#~c&lQeS#>A^47egi4j(6D3mRm!fUo~Odd2xAjaeT*^mO`6`&9>Z`hF@K0iRN0 zfri{?!j=G4CLDf#3ku=jEP#O-z0f=e#}TJ}lDlb{8mWt3<&T>WT^o zFePmf$h8c?_MIFV)u^KSFTsa#?xpAECv1RdI?aDvv9ii_t4eB4_;tBmt!CY|SWLl@ zSnBM{d`HPRD!ge{Lro{upQSXbSHD8Wa`G%mH0?CF;QqPJ@_o$=XOn&lU^X|nIoE446@#=`yyZoC6F7-2`iLSqcP+62hE+S z?f90jDUT{#u}w~&?O@q3#)oBUqiqR(Tl6x^=`*xkTawz{l6d&<09BoiO@b{6iX=JHvIGhCl@1>Qglerz z8IiGkgsX)W;Njaw5#sQ;20X)4oJTa%R9->;6q;)|#s%BAg%juF>;dHr6wZFzVMb7S zTbz8kf@;al zMaZy@1-2*3*1+j0Yk~rs^mp+2AcuTSS5m=2j#;uhbFHtyy zXwBKn+kA}@HxTMK8e{gRCfWKFgzB~BRm>=BRc;L>G;T;ob&W%1sXm#CKDi1N)ZjZOI&Cb@>u-oOp!TRrI{3 z1L>`DjOxqZ!8{sT)lxKbZQ%@uYn6r|TyX|L@zxe2TVO0EykfhgUaOs>t_1w?9a_8P zS`8EMw*d`v;bhs+`J-=ctACc>)Y18&_|yWH0aK2w(t+0A+in*?dS`@$TiwjFlb`BV zS`C@Z>RRxAg_8T+vN2RcTLi)R*CmC?7$doPnnXcAHe(D7v!8CUh4}4H9|P^>Z+0^- zkYsE{RK$-0Na~<7sB)d?1i5AlX)&?iUdI>Bpm;({&N-agr8M4O~yDz(Yk+^oITepbhC0(z+}SEf144Ur@CH<=&=Dn2=fZ z#$+1Kcv!5>q`v7{NFs%ksk-{)DMfL1&TFSIjAJ>sR+LUz455qmfurlmFT$Q$;D$`4}ePZ0pB!}_xP2fY$zW=7~9n!Z?`*!}Njk$ZXzwwR+rr9|fN=LO! zAkk`t^=H?whky8B`2MJyzxfJCCBqq0#d^dYPzP; z4J5&X1PKI!hTsIZ1b2eF2X}Y(-~@LkIKc_-?(XjH5FAeDdEWQ?{_~%4##nmIAy^);4;@?SR zWN3UwZdp&)oTOblWv%*o8mg*hLVUIwc=r-c0Yn1yI4ZXCOXG=)xv(&{2RM|g_2^7ZNd2T`;#bQQ4x~5}Q_v#| zet8oC;MA<5@viqm$=`n&51;)DC4>B~w*C84*wXZTPzkV3SJ3nvahP&;!9<=gfRlxF zq&KCYaUuit83EWn;;41PuIfLgXJ>*NcreHfGiAoyo)kW|ShHlqc-;+kEoX$pNe1H<;E%(gJTZ|4bRTitO~e8KL0guoQg;Be{mC8su8B3A!2z) z#JlRuYnw5|W%;(o3t+GV0)p1C060=TVe45J6)s_w%$ewGOYcNKjYc0*v2L1)f-Y6CkDW6R)qoS zrs2%M!YR z^7=(Ud3Qs3H$BIU-z(?2OV|$B$PMgo$I)#6Ucuu^!Zd1R=QywL4b*PqReg?KwLr@% zb6NGWb`@W@mrNFm{;z2YI4N!B2RR{0AT`hyT(dTXN`cGNmEjD=E+hWx}1K&kV z*e9x5C*Z=QGOP7tBTKv?Zf{SmpXA^vmV9Ul%u>?&vCbaw*25XQX3cT5ITa#%gCKuylEn?%Q{fd}q7H`k$hK`#n&4 z5LT8ev~|ziepQ1iL+S^dKgOxOi15&?PB(p}IMJZvL=tYDhsr~(sQSs~z?@a$6w5_x zn<)uN+*YkU4&f;k!3?V=4px+3h zFya_$fC)dijFN@v`PJWti|_JBYUCpyhDCUIJv&FC+)?G+;_t=D#@eyVyP)|QsY#*0 z_S&+tg2**i0pV8{U=Y{#*yLoQT+4IpmleXKXZ!&JRPn%BepCMPg*%>+U|cM+>DI{% zn#%eUx9c_jilY4!$^-k3ScTqPTyk+ToDYK<RILy3U&3%FjBF5kC2gNO_pKJy70(iL#D)3{ zaS9k=9_Ut$w_<1&VZpz@w_Y0Ox5Syv zS1-^ZotdA%fpKCY2AdUDm~z7=_rle&JXkgA3 zCtpg6v(bj?4159=P9mma*E5;6&~-@LjLj{6ZQ@{@H*Ox~Lir^bQX z2m>DZ-DAS@9ipPndduuEjdK4`5@&aME1C@PW4M<(#^EGa@Vl;TBNQrnPHM%9O!qI5~a^yWGELo_U9H4n7Y@lZ68$E!-)2iepGz z^h}DGsc!^tISg%V-`I_qiXJ`{D{CxV+!-#_m+({={#W1K$RC+V^fgzV-8OE= zMRQpFUM!)aGxg3&n$EC<*o*gwEMTO{*Yjl$PZTJbOp2xG9@1DK!Pm1WbJNlo)T!92 z2;z8Jwde^hcRe%t4fj3uUlbQ7+}yrV-|XtzM4)x#V%7a^JI4k=onN^5qGfx5l}6D` ziT^fKuD9Hi-KHEW4gcUEnQ?pD8qOK#GlwKxX3pGM+X4i-wO1yLyDUIJ$d-Mgiw21Z zrTc9WW2KMoU<{p|BMgMx%~%LaLUK!%arLv|S0s9e{2EJrUV6|F{4(bD4NgXi2(NLP zVszfr=lE}IqZ187I*<7s6$RDia;C|2!q~4~Z5vOS+RbO2sS#rb>0cIZ^GI3drpsDq z>dNNRhvhRLj(R9p;C+-M#Ll2F{<~##n8~eV%;`n+3Gw$*x(GN22^M=iYtjw$L`$33 zVw?+D$f&t25F-0t?|enemS%F+(3HQEaJ-(88_$DPH@mj;`;2Bl{>Dck2D;VAi=pD| zMg{}~4ohDcH)DD#T0Q-)PoKf&`LzZ%Pr)7&%M*2&p(H&%C^W}%WHI9qws<(yoYwb^gcHL$-=W@S2Q4Gk97U4A%dwNbPv!HR`eQYxKo!!caM&pZ? zHIhYOYqrGU{PfN9NYG+hJt^&0RU9k?Pn>WZ1e|f ziak>4FSJr;vbG_<@LVw#Qc~6dkS&2oF0O+PzUct}%ZmpkjiuxTY63NCsY&L~GBcJ=m-W*0cpy#?MGskb|6kP~mxr-Vt0eI1l1 zw5x)Gi0Dry2u(27#n?%Q?&!t2FMYXhaNUYA6PHrScPIrT6brZgEwSc*1M{URd4ZG5 zsHSmr@|;gDM3q>j_%%?wwQ?s4NoRehVS35u;?is)`>wCYp>H#5q zf+A&ko%cX^Vpvn&Z=&(-rJcg!WUlnSViFVWuy;L{eJBU zIlh*bWSVE$(mMN|_2fNtgug&N4gP}BlK!+2@_OcI`h(C!y9nD;QCB?%@rN%f%`-f{ zE!F4IMI!wiHNs7;;*4{nlP6_|_Wc!p`U&c*yBwtzp!vt^dabJjdU~19QEDCE-#>r0 zyq|f)#1+(_N3+_F!kpOCszxB>i>~{l)dI-^P`AuLBf|z6`0rTIJpS)+iLps+R2Bjn9*SipIeIwm56D z&W&WusE+-@NN8G+g@gT#ChBp1zDH((pdGAKkvi_rqKIjhi;oN>JAISrMSSFUbETRKozvp4irO%L@^)KCf40h zo=fY)_^NSGhfI18XOasPMK3*nV#MG1;U=7|BmAC;3C>1+8o7=yL!jadiT?DM58W?~ zgv<<4XhsZ20cd$rk`MzuD9G%06}gSxnDivd=JK?ans<;uA#t$2$illjqcTuGzu`L; zLG{ah)jZpY5RPCDYT0EeBqVdXnUbP}9!6X_I{fJ=G10}?2v73Jv@M4zlB@P9bhiED412c9(@_ZoGW|#@^US@ zzcyv>VOgU%D~1gBV+O}&4&G};%iQua2#=l1T(@wyV+E;Ac^+=k+g4whHEuIvzg)xd z%fT_^Kk?5nF*X-iGP<~F#92XDRPhA;iRf#-G%}-l-mo$?A1~M+{|@kJmx#>;4icEo z9Tb`i+866)pvgE{_z7&6RVJB$P5ZLPZ}~lhuvv`O_3!EO6T|9==#P=*O0<0##%j|f zDIKD;Bx#;qIfqp_$LSthM|pGeuef2y1rC<#-{vOfa?%{am}O!`%?u*g!5e>;cz(BN zb%h=xsttH0e~DkIN#-uYX2f6;DlTjX*DLuC(#-G&dW*lQXXI z73x6dlx<&T_|sNEVv&k58WsKDNXqot z$4_|tElikH`?PPb{i|2XAOh2$3BCjvAUjMl)R>7DO5K&oynODsh^Z6>vAHq7D*fyv zhpcqmL|w&8`Tv8US!>jqD;$oh9F~++qPI?Jz@R8aEHAt0mvwNFrS}5@oS}5O8&jbE z55&o?kw@bvNm#`+r{#vl7M@&_@WSPRNoW&;I(iu&&E>bSNY1#a1!`RB`n8)xWgdGC z{FkLp;p6p%w?-A((2FWE`uhYoI%1TxuAz-@4anag{-ogU=qMf@9Gv1aXJ%CLt-E8A z^Y9sQ=@i`cft!|8ly4OaQMUhZ`WX_jikg(xmGd+5R76Is5C>P)rZL~dYFAf0PvaXH zr*WDDb!|Kc1=PKU*ccDaQ`jhprn$N0i^e%*3L1UM;Y_UtQRplL1oH0;*yoIH-p z`EW8_E5?2GbjKTw^MRej!kDI$`fcT1VX;lJw(qGuhhj45dm9l_&d z`4PXOX8%w>;435^PsCW?8{d9th5WI*erPPViKa&zp^K<#N9t0$xf%5%O#<$`)`Zc; zUXwy)^Dt?JvyK>oX9zkPGsD(L2HY}1=z2IlQ%0?b5wWj)x?doW945-|f0sLT7P|A? zs@gyypgL~sCfKvvF`~Etoqmj6Mn$*d7a4_&G#~EI87c4c`d1vd#17wHM2x*L8RjL%a$qf;O1_UnVlQHUT;EN#-9Ob@&b z`nr=mN$3F`Bqx42!K_&^e!@0uk?O~8RwV(la$9)m=U}Lbq2C1~-tH9kS!c9*KN=yu z)wMTJvL%^3RiIa&dQSlcVDUDW6xIBdd z$cMMDFE1@BmAMbg*cNhcZ0xkZt#ULuR7<`IJVICBQi@!|YS6WG9C3C-$yvOd3m^G? z=6|a`T?J2t>`WN2bawmN*ugH5t)`BXoNpNZM#`uQqAgFgP{&%VdC0K(~ z#hI@Mr$~y(4*tbJ`9x{?XGw2T2Mu%;wu)EZYMJ?D@oiP8vHJ z{fv5OelivBH-mP?hKXU^fa_CuxmgJPWD-cbPcUn+w`fvsQDbLOX=md%h;%wKQ8=?- z4WCdV+1P_T#?n1(ii(;_|E~EV=4izi2Y~~AOIe?N4EBSE4=Bwdgoq08%8O5Hf>iy; zqtm9$vWcnX+ux5wWaD)|&-_Pasl*|p_5>I5HQCHMH)SpuC2 z?}yXB$@lOO^e+%{(lj#0O+1%V875dnfxY&%?Uypc3k%OFw$6%{{e^- z{o)=*b_}+!{~~r}M^|mPQH#2Q;&oB}LrasvFR!1LCVvim;=xIl&#^2Vzn+mnv*+(f zcTlZSElyYabzkqwqBxUF?tW2~1h_Arf|u)KQxhC}X4j#2+HxY))6Rp!n;Zg(0lnJ* z|8AGYfKb0Qi**8sA0%h|-OL+q?(3l6V{A$LC)bq`8JrzGziRN~xdh9q%Cq=pAGdlF ziTE}O4UBf{qt4@_(95E~oHGCdtb^y+O~L)LN4bq20wEy4#pKUQmGeL%?5ew7mNGIo z_#g;|Wn#*M3P}Ci2_w~4V|B(#?awSVC3L0dJGHPyrmvj-SeT6C;?t_wEN5;02dgXN zho?@L{KB99K@<0JA2%)EG%)U-dLm!RcxqtM1cxOv^{pBQ$4rvgaS+nI@M4`Xs#T?p z%9Hj}t7aeOOl=0sX71aKYtM}vw+6i~6R%ZB&FpPkQ?m_9%!06nE%Rg|)_9Sv1 zg;beYW_tZnMr>j95vL-!@jTE|I`N_1KPtyWgMtzf{K8ovkb+RMJXu{_2?@vNS5N+r zFdPM)-5K#aTC8L`UN(`F=zTz(NY&gyU2i$sTUuN`^Jv)e&yB-QQU(9gv0tV9;|d&KcA@JjN@YPn;DM`Q#}-6K5j| zUAAQtTnIPYx}Cm$o^!Am{%mm!-Dvxrc05P*YT~TiQAysinC00~{SA*_r$1Qv$m;~B zAkHL*F*Cz$n;4WBY@00C!68cCp1pS9ETY!^K&B{9et88Ak)Z?<6%$Da8L96M6V{`O z$fzmJ(U-;zd)@UZUXJpCv-eRa3%L(e%hHqFWk4rO?yCPsEel9d+$w}tG@er0wO`}f zY2tfvNADTF5E;opw?c})AVOf#jn@Nfc_IAT#uodloq6vU>$!;_F6D|#+0!$$1}rA; z=7YWavJM+dfmwl-z8!`NZ7Z*phGcF#ujCddzH~$hbVvVyeu^fsA3FxUMNWgv=;&cz zg>;cnbyp!?^qEbuiKZ`Xr$psEHf?ZmzJOz6+KZoODP?qJL@Xrb*?Z{Ku#AZ9_E;!2 ztC^h**;g-#U*&rBDQyU&U`#!BRU$yLbcsx3Dh z(GMT+*$85yR;6j#FboD?K{E4P?c5NGsJZp~QNW6<708kg)?mUVvQt&ICZZZ7Ft+1^ zgAd8*X0i}tfj=+nNDhN%jf-npnwFtwyR@-2ZCH9zwP|PObtykc!qC||M@G|rN8C>B z(BmM!!xC~eA$jnBp>Py=(bK{wpU_w2EMy6H_mv~);-dQM!*<||P?QmS6GmHz5+qz! z#mO~4*e@=sS9Lh76{PXnCbGi24bYgb{npAO3(UkWQCxH#dW_G z`HB}7^nsVisd94a1+S6GYKTPfX~O6{G=wm6{6-)tMJ!M6%`>F@pn+#5HpbH8q?Yv4 zD&QXu0gqFgex|bKqlh#4Lv$Io-^5Vs~I}~%74L#JfvEnmm?INCs#U} z|7aByfoNkcI%k-w!I}4S7>-SspV;D$y2pwIh&_N3!#wpm7B|L7_Qh@f!fe3WdopaP@l)3OJMg@Qx4=uZ9dwwe?`vS1rd}-5W_Bl0Z)23Bi_Nm0vKlAFI_p) z1wh7L<^X==ta@dVN+$5#TyD67u7kfutvDVF%QHGLE$g%UjB?i0#EpQW4mt;ofbXxE zCX5lz8Ok_nWie!UCN7ynp9pdNTZ)!GG3;^(ZoJ3_x_`5#bf_MAxH&=8s1+?EtkRf} z?#{s2FXQgITYr$e70=ZV(EiB0+1KrWW?J<4aQj>{@tnl{OwF%D^a00PD)_ieLsH`St~Wj-UFj&cA!IQR7aE zbSY|Cj|}0V?1H=u(zo;H$}ElNu0=6pdAc}?vghuaA;oP#;@)bY=-cx3ZDZIgqA_ov zNfisyvyZR{!VSnFL}C1nq}eKh!vdpES+b#9||knZt3zH}x>-SMQjZ;fh4^c%L{;T&XUD*r_R!%#clh1 zb!mg4uKh1wBCQ;S(usrZd}u3&6_p2pJdIq%dmF=dm!kiRh-XI@lFRyS?%zH8dqbIs zfUiLJmOF4*iEgB2YTkoiBw{gD$m0#SC!nV{?ki=M*XYc&g<-=Z3=*r*xk>4k^9xHG zi|1yx2Vc;%rFwdT)!y>$Y%Ss-6fHeG|GpZ28d#I^Or_P|rm;M!)_*!~q2o?LVBI&= zdjxkqKP%TFp&S|&Z=QpxVPXY>oT3_ueC!46bw}IdsyZ_}u?aY>^{QCI(%x$Q4_T0d zfrFM7%hoY+A(I#(rL+{k47rDm!@^)jUeL5Ocg-!Yn=OxlQuB6z0y{~df;CKURorkYx{<%y& zndm=8!OcJb2alPhLrD25OGkKTy&j$y^{p=L<2}PGWc#1_kYL2Nxm^J=UxDn1sMmcI zjp}Wj1l#s>b+A;Xs%C$Bvf7`gMkh@wTTrnpB{4sZwK%8kK(($}t*SYxOM86~TlrAl z?Dn;@t@#Om`j{qFWB4~kGhQkIYMJ62rvg>X-F8XQ*8v^3v<`EOnhEvV3y1CNOj;{6 zeP?-fB&mt~%@331jx|f<1`{t>H=P5%H6WW5w$2gF3cq&z(n?;9f)b(;my8aYyYR7) zeO6e>h!rW3zil{a8MA`Q{51h(0ub_lSao_4fWSeh*x#;!JVjAyW#pt zIGkZB^6}H>CJ$_QdHxL5geYXl=!!7zLFVw+{lU>mp8Y`xB*sUQPCy7Tk{(spi^ma% zcR#qLbVz7W;b%S%IThJ(Y9ys}Z{llF3O@C96n^{0>)1cC>X&iDB|W%Fs^)*54Fj7M z^Q_xSmu@k92*Fgk$#|)F^n-_6=zA>E>!UJO7w2N){j+6WXO6 zVvPlA3e^DmdY9`}2y1-^Rzn25%oiro50{2SxLRUgR#%(`=rXfn4i|>_I)pW=Lfg8+ zXgm4KYIO4MeGz8;k*ZxUmZqCepjt?HT zyob(iz=&|)3AYmq;OtYwwV$4zc0Rg;^F>jy9pOUwUFzs6DhK1=jIQ0G-rFS&Rwld; z*HB*FZJFFGEUXKM&!VCC{zXE}3rBx4Gl>f1gDuyBqJK&2nNGI6%*V%lDxRpH(s^7o z`7*k2&123VJkBarq>`f`rM`gCoghyc>)h_cOP51>g%N+|Ll`^Y`5D81Yq%2oeKg(| z(mGCMQ*vAu$4>^ zgZWXJMY%HIZBAJwM5@P?U$ZrH6zFF1bD{}3KGTFpu!aTU5#_z+gMvVCbqUuZ-JZ1j z`Uk8M8Knd++kk9ql!dk+njwSEN1Bp%eCGG$ky$tP)J-*+K=wH2Qa-?Iv6&WFcD+CY zl5IjYi&$6{aPix`@AauChJ#$DeK`jme|K@sy9?|(I{F7lwk&~k z%mAVU4N!b#zWqz>T$7FqmybJtH-LP#&4bi@oi*b&8<$fuw@pNHL+e&fCL$5jBsi*yBfn$85FFwkd@<(=uBNB@tyV9Vm2>!VkYtTCW@1O;W&my?or z9&NYG9u-%F#wIA2i|!slL9*m+<|aTImn_fc<5&6w!Vc&VC2~zs$=Z^i#STU{&!2b_ z-8TQ@t9bhVVTvh;qye{I>udTz#rKMW%%hv^10A2QFssd+9DcgnAi-?M*05s(K0b$k z$MI~l|FZ)f1P(KY)V6T;B@wGlS)Su?xz9aGM|x-oT0>k2pv8STrb68Mf-nCJSz0k} z19laNp!6+q@~7V-E|yJd{|bBRpM#R)^aQb|)Ni$1PUvC3h2EPZ9h}R1+~jd12|T%} z92SW7S@kvic&ra^*dBj@pZ1GrtWPrGydzyd7Cy1{%nT+9hXIj!jd-EVIUpd5c-n|L9xHD0H8OYdH>;Xh{K$|T zN_V+fnID}33MjA5tAT)}>}YR)@_!1hKMsEiZjI3mfPSh zg2*qIIbC^`?K20?YHZy`vR9iki%&V8`LgNJ_y<{@3gEtWQ4{NGfN zYG)y(7d@e$pP;lZZhWMm4?PK_f$;OhsGXxgLQF(`=9)O7_#i+32-(|XI26nVrcGKT zgxl|dWq^_bfwCdTHo5CgH1A5pawU7)#h0&HtY~<`WE-|na)GJSRN(H$jq8IwZ?m!2 zj@07tP}%^>y*8%QJUafB?-Z4L&i}r5`4br}r{*PyeJfwwZZMNbhf^|9pD9c&TNslKtJAse zo87mLoX_&Y`H7;uIx$&kBBjjy;WVhxGl+3im`D&I-<%Sr5)F->?H3Q;Ux2JDibb=tO$YX|ouJi^&*7@X^dl)I<(!?gdOFe^HVmMJHy?lM(TZmt z{VR(nouriDXw;9DfU$#^!U#>KanHS(IUJRlZ}9XGnFtBbPLe$s{Vq(96cpwWfqi#_wM3Z6a=Fvf7Vz{F={faOxIX{lXFlUU_ZZ!)S z44^6PZkc)SAgwd;APKxFPiu~FbMtk!WmHZ>OSQQ}r-?(PMlnyrYEhn%?eeS7TKwCL z3|krL|4ZDiu~YtUf~j5vKOygL=KIxvks+OCY8(siI>MIneYjy%Zz$jw&y{UA=YNv=d{Y8Z=DS zj5BxJoNN$-fvGBhy5y~$o+YJ!1B0>2KHT&pPH*M@NfBG#Ct^TGtevFpR0J4tQW&=K zssdvZAP|r%#^Tj!)?!wnw;{x?Z@^F1GQ`y9f^<{9Um+V`-ZhH<)$>7w=8 z`~O;S)H~y(b}<$Y#YLQc>a8)f`hOfvRKb6JMJg%<`YiAI{+xOGx?2UVQ8Mys?-w_g z58b#p0_L#cHq}3!dVTfj>$OXw?X++$1tm>nBJoG|6LS%)>>FuGbncJdA6wRKPwp3r z9|F=I#`}j)A1PQrJ3ssIj5K%$j21{Hoij3Z?wf)jGAZv{=b|^I=Z*?=t$byNZz!hu z?;bUQ&XidR^Wxjqht>-Sj}O0*1r{h5X(zUF+E;;t46jJWrOSRqR*SF%4FArsag7#9 zdQ|YOdGfeLji=6kvRd;qOO@sIEP{Ksq$^mG@o%>pP_xP_&%U1yOW-hPTc#h?V^vmgnGcywgw&j`Uk?*-c z0~EGlP(W|I3S6ATVZ@l$u)SRH{ZmHERsDPQbZweZk6hNG&OFP6U*xmREsC56o`a&+ zN8lkbM`l#|m+Epqy;d}X4$roRXZnzu`}2)LMv>_so~}n2AbPdLM#XFv8NL0@4il5N zp?ebE3V9iZ(j>ocmOOs6%6(MjF{yp~b3%2I+p50<(2tr0j?b6=*B7JTLYB^SYzH7C zJP3Ao)U&tn3oWpW80Em<7LKx_&#XX7%@>zK?7-g3*f={mZ|wN?<8>CPKxRa-^3iPh zR?Jaxu9%TYt6(viZ^4s?CyM~Lvc9I4=B=by)L*sB#c)viC!vo4iWL{%n(y1qOck+|6s)Ud%jr*u!t@a z;AnnfvvWV)^q?cW{vNVVWXA|U!>u+8@WC@{BDtT30ppD#T_rX)6kh!cUs04Oc$PJ9E;4h=|@*ka6AQtT5UyDs^ zh`U*z;WLrNv<_1kKZ{FB>#Q(|1t~sn3_TpD^11&y7~m}thCD^TWmVgXl;|HNrT;yw zz^8ST=^j9(dXLvmp|!?msM*XUO8?|fwAn0@kz}A(?xXwBViT(rwdg&{)yk$HvioDX z%`KS1;I=mIcUdPPosgGx?Wt>-meuyaG1a>RdR0kP+c(F!+b3yu%7HCx1ZQi`&kH%WRw zmDCSTFLqEo5n0~BOIwG;Sx*=QYs46m9}Cl!DUv`lvlAmFp zc5yRZb4vnSSBKb1+dlw|yY~mr{+UEcG0+|Sggy6Sa2gmE^VF-(9y@u!LfosjSd|#1 z@60DPvwMS~s18yj0Qzb((C9M3Paz}k;IVTJtyrqLAasRDY)TF{9ju9KJq;w=XPTya zJfWD%`eNiE(UWpPakxoji}v;i16P^)@_gEF76p;O*(s+`PZlO%DY%f8eHhAY`^9qK zzLC5BJXw{s^wXlB4K) z`3S5F7hK-Es<{+gc2sT7sLmf3=WFUx)^V}z)(QBg!~P*V-Ki~Qn0R0dA4%*67CcHZ z<1CrOtj6I{R4S@mxe6#R^4JRGmhKD$jf4}II|t=r4_>@xFORPgRFe0@QOjf5)i-iY2YX!xqj|AC=cA;&-c;=2 zE@%f%oYm8%-Wbf?1Kb8!)Un!LK8yWz0dWzlrthEKI~Q0rt~bNmbC28BqUZ1iUn&s$ zHMU9+@dnuBN)v{JCkNlbz7Gj&k4)@E?&@`KPK$aPxtSGOIQ4Ox=-yX-$Em^nsYbZ! zZe>XM6C>9{IbUl>-&Y$AT4*iKflE9|9J~?}a0R$HV>^ud*2fF2KW@>&X==oN z>e>XcDJ-(Z! z_F3BT`)a>?;CgLXY9?RN+b3`$CELHI|4V1$OD?}8q@D%VJq69xfNtpjdI9?CzZZAh z0#e3>inFHT*kSO~(9Gj$&J>-2n%~!pwVn>6sKCbTS;S>&h*TOG!UV`DCXt_{;F~C8 zK8CVLsB@p3rKda3I&mx;Ih#+%m(U$wZ}K~2C%Hdy5`N23q;X(3s^E0|zD~|MIY|^EG6~_g+@w@`rQ`GFCloBCJ;^t(;VGyUVGjUN>e5j!R3B5dU&YJ>?48$ ziPO7P%qO$^pl9CN;J1q%I?Zro6Dxj%>v=@6?sLOFC@Zy-uNq# ztT-KP7!5oIX)LL?)1zAMouyP%FYF z@1tHLaHv+zKeivYLkaSJ8<$I6@H z)U0WL+C?e5dBJ_2@**B1qz&ntTr!id`_4Pvp&FjaNoc>K(yB`1CF>q@xJxEip9qM6 z)Dz%(KaCmNoEpVM(n|5&_OrP3_zABL3a1;)w%;S2xeaRXU(PrEPin z`NKzQIQbxr$vW$QoDnT2e|GeT?p)nBaOL{`Tw<_G60p%UES*gmJ{;45btx9N0|n{b z(wXsVl#cl!RYJMClUa*edH|O!xtMOk zz=WKdJe@=e7YyWZDK0#^h4Scqdsi45pCl+Qp<|3iV$AF_fPw75#Q^-!5{%@D4gvut zF}P<@Qq;A)U~9QBN$@teftc^vAkg~4;T0f??IgDk9iD2=iCq@l%iN0jc&j1XN73 zTB5N?@bn_0@yU%Fi{16+h0Z;nP^|Ct45@vUV}$G|IKzppj+Bo9mT?d)hN5Sbv>pc!}Ko&JE>Mb{(R+li=iTA!7toledkA5#NtXi@)*QR zBQcV^J0i0z?%FcVcFA;#KQClZA2D66mQ>WcRMU^Fh&$onJ>v{FKEZ){#u!e9+suTc zl)$Xq83_3&tW>SfB9hxMQ`^9OQ}JVy+c*$N*~AVqd2RnnNGB^BgVF{sZa}x5cSXPr zu(^}jrla)nwW1ak)3oi}1gSGHlKZHyHl#IcXe=qc+WW*~O#q4!#(BU+p?JwF--g2e zvWvzp0e>3trJ10;pfGrb;Cri04qfH=yvwbYMiuP(KYKgRWn|1E*8Qi7>u)kTl&JZl zrydoyJttXnsoYBu#-Vs>e6GO>f9u}BOBq|NOyj`2yO>sN>DE;3?x|Rho~KQ$#D0zQ z{{Id1i0q=o<)K!tE-ge^3qM4?hiz%h*!?DT@(Rz}hb*VsI2TM`L zz;&OlxGKTu>RYl~wq=BCE2IlXT8z;a)EHbaK7~k`k34lewYR7^7u4EkPTaZMO#-Xe zyI)6O-T?DVq8@G{_}Dh{`RP8e#i;wt(9?wh!w z5J1lQ+t)4YT|CfmAD+=S078vk1R^0|1;dIjK?w-MRqt6xlZCCK@L%Bq2+`P^>F2TU z#HbALX~?hQVqI=@1I(nJ!1>m2E>$z1c2~Kv0a9i{U8ARPdlEHbr42Znv&aN>@(oKK zz3vV#cipV&E4YSW3Jn2TE*0ZZ>Gxeg zL&7)o6ur$C2ga?#_zMqipumWLkx~UI{{JB5D$ohl-~A&zh6A z{8QL$Vn{~%juK|v;qiX+OBf74Niw2MV8%p*hAE|^@ysgGR#Lhq)8+Hw+gw8t*b|;$ z0M0~^Xc7|Cc zup)o7aJr8EXyEim6q9dv{gJb+O!`+n4fPAiE2rOuWqRP%M)-Zxr2x&(oJe@T8qdva zt6P1$f;=Smdh59h)g1`&wU$^GinQQ`JR78J1Sf+QW&-@xOJ?d8Z1}Kwb`M~nR%2Gq zBjUfx@ueAAI!Y0YJaci#28$cHzU*6k+1V4Ya=}bRwT(rG-GF!L8(?ChWn>bGYGe80 z52Em!-NibffwAYakc#a4n4t0<7hK;rCjeIrJd{{DBabr?ecHM)5uag3#wDoskz$mc zlI{Bv%S?q3obV(||aQ?b98kKCDq8{re29ubTVa+`1JT*F1FrhHMb-Qrj6bj*s(z+8{&-Kj(`Mmlb|10plTY;2IV7+b za2*_3OYEj67S4IS5dpi#mi1nxH7zy);4HIew{}p?$!Gba)?UKEBxrMKauWyYDU%^_ zwwln=;h3nwP3{dd*;S*hZg)wG#89B3s8qdb)PEr(CI+A8{zmw4QSbm8-|jW51FTb= zA>~tj(S2@21~x#dMuV5Kd$7iRpnPgNUf~ygtU3YSrDxD9PkP#-+Twz6{J*OW?DaL_ zXvB7Ry@`j%Wy_jHMa?UpolACf+=C;_7P6{pA9H1wiC^KREoI3Ftt`}G;;V7RcpAAF zL`vuoRWp{xlnWQ8FLEviOMkU0Q^qreV2$CQEI<>HQmmguXtTJUPTbB__y zx@^A3c3U)lOeBSW7=nuHYw7BO8DlXbl8CvA0;B>hl?F=$cozx^D6rjzXFzhbzU4VA z2Qyi9;g6kTOHzuHXvP5DNe%<8AxDcNb`g0_P`6w&Inm}(%+IZtT~pu=*ieekKQ*#+ zM`rkhIcuEi^u}y5TLOhkzTX|LE`h?1JKxJDq|%VeB69wP}x**?d)UpHi6_(i;PSwwYrbqcgi z4d?AvOb%|TaCk-n?@Y^AwYXCRR6Gl_JA3;hpyq%SB|%6~RNWu^uK%Kpiw&fgkj)qi z3D$nNv$F`uOUTc7jW&akY?(2zj7L$P6lZ!7KdJe5WRM}(E#7)&W~as`088lu_QD75 zrbHp&nwlZK6f(WPJMTZ*qqu-k_`9UTdQw1l33X#z*MLe)Xs8<^9t!H)@p*Uqh~pg6 zly=`y!ORyd0)F_ziBY+i?jU;YM?Uy8dnjS?{11p2FeX?Xu?FRTSE~_-;+!ZCj`#SS zzeC-!PJ!jEE*1z=V2haA&pY|6AF4(ap`~j68O@IRK;>m4|KrF{FrwrV^F?iLZDSXi z0fFOYY!+%;YaDsu)xwN zwMM=_2i#tzrM4lDzm)I^8cCGryJ*a!dQauJlD`?1&n;UzmTq95L+k!OOnr4!m2a^1 zq4dz*4bm-0=b^j1MY>xWk?!u0?(QxDrMpAALAv34{oQrf{r+by-t)xF-h1}U^IIvf ziP(KCz3rB(nwTUqwf6b4e4cq6$!6)HdIfh!@77PeAJc#W@+;}AtORK3@-Xv%BR0+* zXX2#RGf-<=``ihzpuoY5%;|1|JfWQUvJ@FEjRj@~S}TXS;US>obC$r(LWq0ZP4E}x(CTam;GT|_KbE47q+n!?pUqFR(1G|hWjdpt}k05x+!;grH47Mtpm z5;e>$C%GLQ99J^8%1Zwq*4R}B-1fjRRDl4lIDO^0MZhY*q>n094HRI3E(sw0IP9i= z+`<2#vb2UOW#5%GI5^c37#C$8RWmh^f&PcZ4gMG6e_74@Lfz!2yrN(e$4Ow*;7^vD zJ#!KRi;b%#10oUN3)Auu?rFykh8+L;_}7h1w<^RyAwV!?sWuJRsXH>#f1*42NIxWr zn`XHUi3!mGT^}DX+>9ocNI5Bcx}7A(ZH>t>^(U5U+jLgC-4&(rx zGSwcndv%rGjr`Xb8YCfd`o=x(oUedeaLMXv-|&HQ1FFA$8nYy2-=3+ujC2ql%fdU8 zPZa&#<5L)?)?GffcPKr#)cD;Us_|rWY>0L93P6WvQLCz?1(OK=?y;@f{# z`P{?Esp8Vt{b=42FQ_X_k97@igYXm7zZwU{(v*{ubnR$u4iRUaH@ZjKHLw{2^=J** zeQeKDT{>xC+jl;ae_U$1PTa@b<~_LuXgfeY-rd7@2>l)#h6BB>_?URqh@xrWV6lvH zX;b?~j!M&Fr)Pu;YPs!KA0*nO2!4X>m&WYpSX)KMKj~ouMg*LlvkxBDri7%MdrU>D z=Fv8FD@Gv6hnV_Lyr+Nx835-mw(^z#GT-0)DJmgIKy}NVxu5>ceVy#+-MY_BKxB!q zT}|cIpQe;-&$Ie(t#2K!!Pl8W(BwOVBxO}hgm}*pN0VH-Wr30;E7Gq<;ke z*Q)TGE7dLwN8>+EvX+{0$>$+W7}1g9sv*z3svy-TFgZF8Ri3nW{mGJ>FW8t4Ih^Y zX9`~qY?(OY=*TlAa}jV{PRvPW7YHA&)0q1dIQyu0>gC~+i&Cg zBr6Ql`!x_P-Dra9r+(2)#Z1g9b3NPU@YXcYfUxk{KOnXwvMc;MAP$sOzNy;wM^X;? zVG>`oAN&f_!i&h@8M=5~d5-(Ox(c`N{ntK^64)`IYnqAEtK&2D1XSRe-H?}k>||(M zIijBTdk=7Q?35@yWIqD7M9M!Lz;NZXNo!BBi@RS@No5S>6}a!VfyB)A1sDf}*?fD> zr};MS{p=v3Zq0I~EcszyP98payAc~gQa)#fnk)@PCfpa5eYym-j~gQd_lVzs7eifcJa10Z;Ay6u#V{=+90(31HW`KNXMf(z&jn%fY1iNRPn?|T zJAG=6U&oyGA`cX%ofZ*B$5uuY7r|0GDbafCx($Zw4G0B?ha-f$U=^f%_)u`S{zTQf zvgRSA2S&%3W^QfYdGI0UYTo6EU%5OPW#8|9JAW?a1$u%NfSG+q8lOHWfmq4eoR)%0 zYD}YVX^sgg#)s_bnLqtSfrapXOjlFC#4i=lCUU1`%h;IaC4+nXi4lnAyid^^Fc2#Y zwHH91u|Nr-}F_|WH6n!}Xoz0zN8&!_tCDh z!f;s{{lG1VRO$!FNaYJh=hV>gL@WqioJDaWJttGAlzm4#H9ATZ&zYtzZRef;p@>E>&BG3VB?{h>yrufs5zZy zgC^Y$1d5e!mp4m>jGF+5V^F5beiPhEL**msv5Qo=l_D&Z8jTK`;SenijX}uB*Lc-a z#&)^g$}Y1KwZ$*DDM9b@w)$9Fb@ZTPKoJ*GIFRuWbdHU6!v&pe`gX7WG;Uq6Is8(r zw76jl&Dyd)&XUJw$1;iHFJh$2*Q*~9q}WZ{;*5^bB=E9@$&xp(vHi}h2o~=g{I?Mu ztT4}o$A@E7W#<3{h_16HY(5#E6kFc=tNd3@iJhsg^4pYTs<+!=IgjV}cZ_dMXmzxp z)U;3I(Z4DCMXN_IdeQ4>sYG*xm#|^su|RU^l}dkgW8ZLu&Z(nwoaszGJT)+f@V|^) zAJm4Ton41zSAQOu^b&>c6whNvj(WkL5+xvPAnhJ`amLfu?$?K6RfWyPryoF&d_oVd z(t-s+zzm6rhCg1-RrE?$np$t7QWkx@LW_R4d`qJ=M>O_UTclaf9z=mnEw8dqKDzUL zbPc|YmiOY~=N?ym%^7}bXnf0b<@594Y}l-x=#uTeXv}E(c(c*j?)zZ7ak1lM8{#&t z6#I7~r~NLgMQ{EinP@2#h!`zUkb&N^^JAn2okcm#7;wTqnRs~&xD;;T{ySgPI4djE z(MW_QR2yn~1WwGahN6+gKc2tWKz`>4OqF+Sxj}ks|Nc3D@p)u_MwKmCTuvupH@N?` ztz|nC!vtl-ftOpXmnj(B{*m=>&2n;DGf4Ks>P86J`6^d5&g2~WwSLN-tj%Chpv2M+ zpZSuDqxKj4w!h=7@!p(Wts_whgFo%F4IZ`@LK5nyqiwxxck@Y!t3QCrf2NRlUro^n z-rwj=hn*W5-ux`Oa*dUMGWt^!$S6GqJjnCp=MhA_!UH*zAG`0W_}r#a%kT^JC;`Su zf}fEoCJ?Uk@K9rMnU`GfaOs4f_;8~&G4J3&YkKx4)!?0#0AKD8pTXULb-l5K<@Bb< zP&~vl{lU>zWHx~eW;75em_0X^1e?Ko%cHkWT`PCC+0k4fJ`Z|((9|v6!`D)050}bx z5amnB=9SYy{}U6+>F)MKuCGC6Y5_BghE#nK9N?R7%WjQTSt+BdDpeMZZJ6OlG;BCu z5z?XQyuX0y{T$iABUIt@c$|fqrx|#lV80T-({=r_U%WK6d~!M=cr|B_*^l!ynPm$L znzTnPHuurh5!5z*i9DVYStcTvRbdArhn%X8C^Q_%`KQryWcigm!m&8rq5Uo{NonQU z(f&3i&W*?S*%B?61D4mF+AeHoA3CnL{=O~BToK^i&1OXB{fV0Hx6z;SKWHX|!Q|Yq zP|mj=j-@$T9KFlKi{Jb=1M_I_ntT<-W`4dlVb(J4o{o&Be$Ud2BusBDF>mcIv+iOk z$D>OK*2mvLc?=V%N#SeJ%rTwR=a$WS)cpHrxZK$l6<*%}ApIy!C3QcPW_HW;?95Q? zOI1eNj=D#1_LAr*O<;cF0k7XyZT21o$EzSu6=t^n3Q`EK&qs$qVx%!8)G`H9>{B;a zLH@^;Zf+eLy>^N<-PgkxvN^&JRTZDhrXLr`{Qe!}E{Wj+-26TbKEBLKdn7*GH)UhT zoSb{3utWre?JH+#V_#B@n4}TiufBtYBZui#?Ijd}XrKL_!d@=;$BpiwP{2{%fh@HC%Ix54RAZlnW9^4kL>Eo%G1;L?C3mO3=9NjERtL@pG{Hepy0?@21 zEiHq32Su?au5>Cj@(&*^zdd{vuOwo@s$!(|WMnsY_ZXmIR=5r5ij2q&=x5xT`1Iy1 z#^-Ejzd$UWi_ENmx{sSxT2j;b@l;qUrA(c$_6H`F`vtzod;9$wMPTaQd9&7#pqA2eReo0Y zuHR)Q5qWupj9*D<23eB#@zDp?xqJCnI2@YHQMWfvXsipQTCC;$b8{V)#E?*D z*M-(L%D_os62CuK{5xsC=u&Aqnu8pwiPo=YRjp$VDh&55wpH4v%3wi?e7!F zb@7QaYld$+PW#XMq@l|QHhR*kkI4>t)X1KDHoz#+H$t8Mr;7N+fx^fo$#9C};P15BtshG1Edw^ieChva%98V&HS_;$m%TV zML_W%7kOuxA@SQE1q-ZVW%Tzaaw^Kv90X>s`i~N8IqmlaVu5J8rwpp4Xpj!SA7{T_ zt>>{H?<3^TS^f?(GBKr9@j0y3nBz8udmP0?U^e^QkMFPC**^TiB^Ci2=Q@dvW>tGX zjvlQ*SK4_uks-rpEOdITdXDEG+eg%OUc&Xx-@4(1zj#bN0ANC8a_2 zw5&7H(py-r{n@^W&G+%56tNJOm~SrJ-LBYe4|pc~2Hm6N+8)KLL#-R1UfWpltfjw( zBb4Jf&qbi^jLgd){&MAhw!`Lm0z12~(x;Q0g_rY%672*Y#ptrmHA7GW%$87OBKu1! zfESYegLm}P>YE+=aw@-qxWY<^}sQqChH|ilQ@`w+ir9~_H%k08h+8yjL~9l zeq++aIN7dgL0)DyFXl)k8pPWQ;ps^cczaEGl&Sf6e=2`SG1p|sn2_(~Bba=6?0Yo+ zNEYvU7n_awgj}{+pdwpr+so4r+dQ1^*Z!>q9(h-7ZFS7#vQr!EJQ6DY#p@iQ4HkpH zXNb;OZ}o)V4AsEv*Aq+WsoZdT;W4BWO5)5;-+`w(-(A%}}rw^D>5$u%qy`-`ZM(Qi}irKo7M|Rmb5*26BmN)yWP} z>>SnS?#~hujfph2Yaa;}Nh8CT?*_c6K%#N9dOZ8#Pm;|V0umI8Nlb|kcN!i_xx5qs z$1Pi}aoG+?m&UUC_y%5H;Yy_d;N8X~qRM6Rhu&J%2AT6QabmN*bst<+q4>_W&8GEuAm?KIfY1JE2HgAMqyzM=PJG{N}) zrT{a^PK?^v(S;E&t)M%D@Zg;H1=Q3y+^^9zN~@bNruUgcL`UgqLQEQOz_}WI5r5H6 zs^zV$rL^JcSVSq%iRUzSlGf_NI5>f4aLFHu5Hyxpo%c-$b!|*SDwpkOYlh#I+jzE6 z($lK#ALY(j6|#*#$33M&OH}nA)b;Iqd^+3B5?(Y9FKMiF)GhRuZG0h zLN_B2g@t?!HEKV6+I~SNVaOulZNdyBk)C+$XmMc#Xd|9)z=y2_baIw`oQ?!T?jy+7 z$QiR@E4Ta8SLFX=HGRVdF~-zU$R~;`(lXPxJk5<_LuDbWFti{v$WysBCP79r-!cH% zQqhM;LV!)y3^%=OT{>YAn%t(DGL8ek#-lGEo!hc;NVHow7IY+5(~34WUjL+f&$I&sYvo>`S-Ju8R?GX6`Pmn2exJ-&FimFW@ml3 z_qT1P^&*u}6#@6osL@CyMh^e9hfeVrD%PY{tpdF~x89H-A@W+2>uFCGc zhsTvPc@Hgou7CIy0?Zq5#eUj$U)}WSqsf*OrSzFZCB~%H$-Z_$s&GVy0J|#AQ%aj3 zuoArPfICs!eF6Z`$iqd)UwzQzVj+^sRcDKXz$0~y)$)=toGPnkNWqgJR;*u^%lcnh zSw1+3g(xpQ!Va5@Q~y3NhNY1n+-;BI-tq8OAKrzxP9!n5q25e?guI5kzP zW(2-F7Yg03qE>3q`64s3izFBwJ5=u!pU&|l3N2stxj{pgept#BPNVcjeNf7^@b+}! z+8zN*h6pVZEpJueFr(;mBa^AMd!u)lUux3BS z!y4mHk>ULTLjj0K)c*P+J+H=>R>0X&X7Fq{eZr?BQGZNOSlPvevE3du1y4~j^2BZ1 z+m5p@)#*w&OTX|Tl&KPb?^}Z$T>q%@U0E9es0a~*)(G5#LC5ZD_9UyKTKVz^nU^A+ z#9fti&ZW6+h+y`|`EcQs&vKT;bxYj!?%7~!Y$>F)1_^G*dTYc$C9B79^$1Hf3- zu1mBkng*KO7U%T4@tW$*i`HxkNKKR!tlVOEP=5nL+|x{6ycWZfA^A5zLIE{o*yqa-;0wwYE@~^|f4$vWKT5AkE|3_Y z2;NjAIW~(R8hUNiZFUrR+UERumBqYeYzb_*()gs`!rTqbSCE`Ykb>q=-wg|1x|Ar4 z25oD?P{VmgQMV>(w&2w*LVV~3kPB_*P^Ou+iRtLJ5-_SbpF8xQ24&k=1dZRGD?8)D z3B(msM_0RINj~k#U=EDx3dgjET_XP6B2kZi|1#?%gvIQ<@MbXG!kD$^c&e{uJseXl zn4q}vX++odvwkKB?^4IZw|Dp2kfEG_=Zs15F53POlQst{DKhyV8JmRn%5`ve=)oN* zj4|IGm+5%^k^l1EfaLSz@({fiMPWeS{k?Mm>)X2-3}>1cM@bYTulK!K5%#Rff>IP+ zc=&r(mc}(PQ2ucpi3#169a}bHCBDr3pkR#QIr;m=dO$qM$@pH0{V1WL8in0oj+mQT zMWG6vzB<+FUI9DQkbAO1|g}D-Uj}9dOe;W@b}0 zb8D1mwP+j9{ToDRE-B~*iCEn8L~iZ3TWE~9TrLX6nS)VK0caKL0m<)Qum7~O#v}E+ zx79_oK$0L>1kevYyj(y*bDY&s%zXCnTQ}*!pdsPly>6KET#?cG`8L%0e1MhmF3oWRYeYfwJqW45 z)s9&v*rR`@(xi|fVA3RQi4-?UY`DNL5cU^7@bf`-KMfgqvC%KPI|ANzu?O{}yvN5p zvNB|c@)35=!m{*Q?wv}gyZSJN;@cksa`Vl&q*8J>+B?`J-u&drjbqB;gR zVf3te8yZZFUMaTn_Ogqy%AsjUz7KZ7oj7W;#aVqr+a)wQ34NyvAmr?_Bgsr6&pK91 zE3qi##VT9lwUnGoZT!&v!_?Z*N_R3JQpNX@6-vgsd^Q{Ny|8?|@X3sXKkmQvu91a& z#;(8K#S2_S9G*>2mNe8Rgo%j&v2sSEy_`m66b`HyoGo;;bMo2y7)uArd6ID`^$HJI zfQ0YxA`RW#v#Qh>6@GuEYBut7J#BskMsDBdnGDtlo&OonDcYt!(giY5o4!z<8S?I) z^uzs)aWT5eZ%r!G8H|KCc*L{15+)G!p|ZK8U+q10P*N=nlu@ivX=JMpxqvH<-=>_G zsj7-zC^r2E0-VlT61fq6E!ATS@(%Tv4T^Rm$+GgAWeFio01kkj?#K(Kj0kl%6Ic## zdu6c2l^5r;FE8zM5lwnUV^EIXgM#N@f)Ful_x9JmqrroI5aN%GHGe3yySyMUq3V8J zYh3aGWDtp81@9pM`UM?i;k7af(%aZ7oB^Qa*VV=O*ESaChJ|kN5XoA<*YPZViI^;Z zR_b)>wJK6{iGU#4$7Ep`LmI8Rq@D*8d(3ir>} zwr?=W6cuVFq`Jeoq7U&Nh>_Twc-#UVQxs8j-9Bxv8EZpZ^)kn?(AmevHXroVA!ax5Y9;+_B?TJ)EVbHqkI`BSCHm z8ie?LI~1!NI%G(G=apv^&@y!y4%xONiDPpw_@}Mn3aKDq%SL8hPT$`AF)PWmREaoB zbjac~2A~feM%mh~XaYxOn$08%`y-y5KY+(uz~1F`{d*yu ziy8NB9~XxO%5M%YFg-mhIvNI*Cf$gCTSw;i(wno}$7?!hUj^^jrCT$%W>x zD$1@MRj;xe==JI{p0ocT`Prne4~yOK$Pn3+mEsSzBNrJ7;odAdR$IPd2E);@jlFYB z%8+qYqp$gvyk?BV#3M9RO0VA@IaSnzwUV8#SnVu)dXJW^^Xk3aE)Giz>M~JCf3J3- z0g@C%MW08KB4dPeN|S`d=snG5Jqsb7o{_ge%bJzIt6w?i9-Kg<`@&mMlRF=I)NezU zPLBa+MZ3=3nD?2%vaV*J$bDkPn06c6ysC^(+Ygx?T$hOb1@SQdvLIdnpe-<2~k)FLSe8p)qBzJYXAM1@y}i>KjVxYH7+Y}qT&RN ziz!UdAghO%?>6G1l>X3S`5NdwLKL!lxlsIbiAt*EEo|Br)^X0VKnGaPSCwiOusJFH z<^=?N$<}e}3mQgpXd^V+3RM+N9EVr(lV}U_hYb#C+V0av6biupyKfOt(rnA)- zX1=+1hgYTPdm;$LsRd{DZJ|Y_@Z~473rt~^CpJv2!$mj&1(R<${!ldl;x+Z0A0ep% zj(e4#yS~Efu}4tuzpqC^LX{oqHx@bH-Rn*@f~G~A^f9?wuoZ3LJUz98U*$t47XNI0?>RaHM+@&iDd!SwxGs+bVh_loy6g| z`n)qcgHDc-P7)gfk~2Wv+r2>gn=AP85OP0c5QgP$u`laxFEo45(ldd8K?_3icSi`% z9v^mXZqPC+?|NOsb-sK{(L|$9B0@qA1oCuGO^b7}v;vOv6Xe~tIsYnksXCCbH(XtW z=;Q3ey7ADkZ5P+H*+*Yvh1ujq0Aj+3E?(L4Q5zfdgF(ynrYwo?mCOBz+uedxz>G-1 zV^H`cn$J0YLXHx9H?f|?RQX@u0p9Clo4oxkb9&eu&UadXg$W?y#P6{`Ix&lC;@8t6GCoFvT1+a{9 z@yi4@mBL{0-vzjNeFndOd4|N6JkE0=L}>Ey5!^zB+lE}AWAkPq6D@&2J)>;(d!HMT z-JfX8U%p|zH0}dsP9vQZ2L92GlWmwZ-1(M($b)|?gXce+l6 zamuh`e(uLK3_d>)F+nguv4TxKx5YOvJjH1RgEr(}l45O1Hv6Y9pnl%l2rAU1Aw^f7 z&FEU+PS_?zV*tvD5A|(k_0`SWuK4S(K(Ksu@Vw0-hjLty-$L9#$)jCRrQjDdVpeo@SQ_9(dcs{4%rSdqu6VIq zSdgdZu<*H}NgNzkr*gK@jV^9nNKni887~lx-I+Pvix5Ya_YB7{O~BlL5>FJ`H1&81 z4TMwc^^{p2(e-8R20k&x`O0vN z=`Uu)Z4j(50F#Ya0}rYVYh{@9Zm^naPhCna(c^Htp06)jEH^asC!H@cygTjG3BRV3 zu*jmv{5p|Mi3tXnC)HXt(8cA|U2|_?tIsq-z=sAJ#guP0-+3s2Wq$4ZbbduA-Ns}{ zk)2N|p#l(U@`Aa#r(3eXSSh)q;~O3DGI0fK9{=u{#4lXwBOGsV!vX=DaJ*@LJBTDo4u& z4+txu{!Ns#Ip15TQrc}qFOEi5V)l23E>}*|+xdOeTDqqdB}hWJZ|=5PP@?I%Y9C@E zwYElxoWDtifbd|O&b~M?@S0T&Sf77Xt(wg$q#ZU98-fkD^c-Ds zOqRJ&6`$K5C>)H2Ln_POQA(fa;I-ZQo|E}UV*PF_#L#A`?yz4|Qz3!IPDjvqHT`9- z;0YN7^8EA0zqWquvU0LN_Q#rKZk>+SlbUZqlaZGQX9olT2LH|2HXWNvG)CPyPN*;L z2Y+cl{G(c}I$+cgI3Mo5e6{inyqs$bGdBkN8X5*lvE)ZmEy$79xKak(k7hOKJ%H2k z@n(>rf+pW5y3^=$9vn>la(Kaik1TPZE0p7PVq>Sw5JilLr?&Q18y}wa=5-$M<#yli z?fyrMxYyOygwXwULE3T7!_GHpmUsPNR?uTb+P*ke5Sj`i>_iK%VRuhEoVcR-?qj&P z!g;*bTUERTdS_KgilQ&Zp zY8<(|hrm$zqz7UE^8loC^Chpe554>5%4kO`bZZhukTuv$WuWTkHij0J{d?yDa?44% z=~TX-*C@;T0eF!|i|4ghSSa>Y8g1{WSH5DnsDL)4eb=P38~QHeqj6aO*3T{gUkXAiQa`w-Oe zjTs3RuU%Isv%QF+!3t z?Y|e<@COG5skxPrG1vB$Xc>Ys^Gc3sz`a=Vstr;f0@3q8*T1`6Z??A+h8x->s;;t+ z&T+AX(vprTafsoO2|{_qpg{e|IdMf^Z*TXBAM)n%n4|gE`sfL*0$Fm><;u#hnV|pi zofjI$#ov&78@Kh@p9KNH8}P8to8XBcH%?rFbSE7hq&g9h=fTkBa125OFpmWfh&91v z!y_3n8KHxbLvFW&(F3e*>Kak}Ie#^La{;>ZJ@<(S;grj7>eqCoy`A*i#2ljG%R~n0 zN%4>(DFaE(9}wO$%EEl(<#QF;8}M%yx}QXhFEF)v)+zpRO{90a+LUr^S2*CaR?-_2 z7bJj4Qv~w)aPFLs2sLK3x1|g8(FOryvqX zC0^+kusjIzKa;O(x@~CCOG&U_q&V*3aMeZ)V&Qq%ULScxk&Xu(B=(FE2*9LXCKKq@ zSvgVZy@3~@H@B*3$KE0GRB^D~Iq2X!z>N`Y=GOBR?2rU$8GZTLhjc&iV!ZnglE)QE zFvd{?)>LLWoQ{N|Ups$K^h492eW<6IOgtoRrZzu_5;Rc7nnx`(2Y3jtmTGhFkSx`K zW}z_DAW5<}3=tV?*F?PLNZx(4)<2=641nV{TNCKvQ#@S$Ln0(1SuT zd?G4h1nI;mK6xEK2F}j^&R8{v zjfU`V9p4%Nxx)jfo8vO5hvMD)#u8vh-~|hLRLr=a1_rG4LJ|6O5OAOE$)=nh8P(*ys`pTv`@`A_Q! zzfi43VS;Eeq75VS9F0u-WV&(_--rzqfb5SsibZ^ zK!cf_8-#H23Fs2+=$WH{gbJG8$$ogmkAOqOA?H`3vHT}QzY@708JcxjYmVH9iPKO* z)){DZQWAs!A^ys496Suj16oZ6u>}`B^k`&HmnDmb9@zIiXqZeX zB=Cqw*Oe?X!z3~jPPGld6F>hQryKytySDrO5T!`fJr@Qe>p{bji?w=vrom-?B?3Sb zhC7cu>Guovs&UMUN}R$k9r3y~fZ|-6!;sSgm0nV)83(&KAjq|i%2T&@Yv^L`9a4R(wDZ)$a{_4^! z8y!D_ArTCCD!BDG&>We&-q=aIvkb8u_O_y8szBEWA_q>RI~6Xdd~E*w~>Hl4kZ__~nkkNS*E(SiSM zDT|8~_b%xNz4~MXc+vuaU`g`0R6dUinori^ST|GP2_aGF0*+380c*3ZU5v`6iFUU- zv}DUhRm_B^dUOzPAD9>gk(U4mY2rN;=%rzBX$re78C4m`4mE|p;%7DHZkscK`8|_u ztIsnx$T7TpU7LsVhtP&e|E)(|4L1hC&eB5mDahYAYA!CIskEymzuxHgN5*D?j!wit zmoFTpWjpLDUM+(zg%rkL7WEpP>|Ny-TknBH_|&xDerh9leLHGxDWIXd(aZ#zq)P(5 z3k8DJo|=!S0-{SAkxJV{E;uhmh^O|XUY+G^%$6k3AA~2fe(Cbm=l(N7x%c6%r5@{JY2of|hU2ExMl*XXo)4-tlsx7>{Nhc*k!mEP-LW-#yr0T+KT?uNEW@ z(BVfBErjS-J2^>3BDD8wtcAEjwMc{)wI+o~27^GN!H>z2wVkKj*5zKR zGtJ3Kq}Anb^BZ0j>eWKx{sooEmBHI^SU5;uko8#uYXe8+nMQ7_O2NJb&tX&^S-s3*NCFF@0M0`c-HFZ^-d zdtT7T1vEKZW~T0VVfbL!2{0z~|9SxcIoiJFJ0&r@#NWyM(S{6kc|tY}AZCbx-5t;xQPg^i;8vQnp{77PuDMb=yW}`(Jug^IS|wDioRT1+JYv>!-rRs=UeH&GJ-*@ zHCzH~faaHs1xHgtp8w=aE4P!-{qnR!76{#g2HfM@rX96xG~L`E<)&S9Onzja`ZZ|z z(FkVumjnRpfs^w!4goBI^d0T<-YAzFH&E^VzdBTODszl)Rvw%0;G9R1jEADkBLI~` ztgV_KpMX@}xg45Ww8PQa*#V(568z?YCVXzoP+n6|GB=I_cmqMKvtU+1B7!d>t{d)9 zsfhRb&_+^AOiV};fDzG7gN{$%NY?UUdKQT=_m6{CtRag%fD8MHEUjjJo(k<&%x?es znhaeUVu?!*#TQXCvvt`Mf|ElPB?I}lkG#8b*`D>DC4&Y!Jq>7j?u&)Hfw~Q;`dkvP z{>Eoe{}O;&D2+vKA*le^H2Qi9j}@S_(WVQXFx^jtU@7--Q;FRiiR|RA#4s0aV2p{& z-*}l6B22+UxHohhn4kaohfCHx`$Lh^4M@UBua5U0z|M~hgRA;h1niWJA z2#YuL%k*CkVom(?pNL|5m~PRYWnC<-pK_}SXq^2PR;W|{4ZD_i(}$mK9#t+Rr1=H@8r z1XBQUl}O+iXRoOp_D(RgklMXIgi3{;HgaNuD(K;5Y5YsjO<~;T-Qp5aNhva~*Tqv^ zcy@KU5grX9IRq$x=*GuyCL|uE#j^>p@#NN)3Xy-yt+aOr#&8PTYpbY5MX#yoyv`wy zP(#lwd?%7QzIfAZWMerf?ZoHVe|t2(8br?MdU-h5U5zkYHS_q}O4E!ZBCpMgRLSdf zEzbC>7Ohcf7A|f_97o7^=KwkRt+wMbJJAIjDEERof9~&JTBh6xsoIgaTw81pI>P{V zRxtV5Z1>A*^rwECo4W_L$&|i>v&3t@_!%p$rv38fOK-jBLMGGQUEZc|+jr^<(J|eL zYpc@}B|Syvgs@yI&tNT!wCm7m$p;f>QIgj>=dVKP+&NOuBkJ+?aUmuF)OJKsf_u6Oe!Q zw#RKxP8%|59bdO(1%709;i^Dw0wS&-iY1bRr9*qvNr^)fv6-b(fZOoaE)1lyKf7v8NzJRNIf%VKw967;JRa=P`YA;^v@5`}c7q z+Zf}{@89~Y2zz}-y!e))YA4xDVikt6gluCgTXl4Z5D=FSw$*cI*0BDEZf?AMZmdcb|HC!t8AxtGGUO`yU<%h6MZ*@wS`}Z!EXZd|p;M zX|@tr40+wJQxtPLJVrZ(EVf8=1&8@bqM(exx-ujBidjC52HP{U4r97^pSS>b`i)RR zJjEJUhMUc@gQiM&KpslaJGlRn4@^OB_RF?r!MW`>Hex=Mv;{_XXmVnF`7-*4NHrL{ zPXN;-{*P&v6?t3-{cOHOw2ytCmaC?v&&5nB!3>0Tcf@czX_-y*56Z%Xh5p)yJ0L|E zDA4yv%AN5MOWB!^RwN==(+F4Q9| zg8MBNz%pCCRL-&&2gbBWp+H7;_p%p&%L7dwb9YN3D3FjZQ!vkDyT$KqPk|`k`x&`K z8)}fHyI5<+U%QRa9gS4@+@r8q(}XTc28)p6}sXlRMM$Qryd+VyUS7q@lT#hF@G)ZrNLE z8q9;PP@$BaBJ*Pg`Tw4>Tw3c!>tjd6NwWu#a-cfrEZ9)+Q<|Elap7y*vLJV8t-(USv$7a8}#djGv|^=9~K6Yd|Xop2CZ1jBjR{8NK3#_?A~Z z0@Z0^mOGkUib2*ZZROv&%WW|dUwPd*?-7A@(23N$Z7TM1N_clPlAdMor2~)Q?w9mg z91JcZh}um1KO;Ao9Nx9DJE>;~Rp1H(0|6bvw!Z$_)HFXoPrUG0m}k|y%Rwi9jtmbz zV+{;Rb0!q<;Qc)!LQKs*W4kUzKvs%gErso^~NUwbYDbYK`Jw$lb!AQqv+N-2fge#`;WAxXNO$b%;9X`_<5{2 zmMc9)L5q5Odzoij-Rax&L|J-qz4LxqlCyeQoD&^CJwcfk1aSRT8801&_yBkFhsW&F z)FQcm*TKh-z7)gzZHwTdcJlrP{n-k5gTF|`NcfE8SbbO$;9PEN52g`;(<3aZA4{a& z`R1d&A9)~PS4Z(^w8#1~Gh>;yz#`PZcYvFEp(A1dyT(V+pO93WBLk-De19~~WZ8=%0+So~ed|HC_i!t4lZX88oxRDNVk zSHa@LU07P8~*a}jfZ~EPRbQaf$0{SupNASBLu!>gx4>JzWnuVr-9MpNb z>)RehK;H0c+$}DPskC(7w>B;@$tWp3o8#r3?mh5R4V=nC^LXWdxC9g(UL+h`B%qO> zI%~z|K?6E}jsq0=2k%?c3MGm_DN%u@8evGptDhXmKa8w!ppAGVKK`?cO2tGj67fGM z1xU;eVHc+ZO~~U4wD$swZxLJ5fKkZYu_rV^r?-;p(OD{ru>Fr%sw3KdawhgK-0?O?U*b0EdXun_N6yVD2h1qpa;!! zI;sx@N<|c;N=r-z%xUbZ=0L#g&zBg;6ZN~Gi9yywfzwZW_*&QJ>1Z`rv^8zg=&JkT z(tvkl zJuAM6v<*%+n25eiso9j zy4E=f+7@;mc`@aur&!@ul;mLtB``LYQ{%u~mQ~62mD7D){Oup0oH{`NY48XK!RQxo2F z48FbY$1s!uwY6@z2T`3Vmk*qro%%}Gq8__pp|Nov=^z$`Gk%ZPO@?V5{R9)5)Kr0u`}ySear#%mzuRqoc6TI}K_;olM zwtV^kWB13!N7M^i{5+;CT`^qd$8B9$$?Tzofz;&Xmj=DTgky;cN1~@0H|E#OKd;z{ z&F44eTvyNWvyn~zDm7#Q(k*fyh2ay+StatCU>I;@1Fa3ITD83mP<9V1?RRFFkGr1I zo!kcONJbO!m4x6xn9~(gr;l-pE&c--D%#&{ZK8-L{qtA(YyP3r>@*KVjEHu_+>N~5 z>HCtJCslU0L`^rF4Nd(gW8+#VbC#}&b+_EgM+aMd1!q|==-ucY4n%|r_3|Qy%EDN6 zHg&*uaz&5K0z6nnlPj!LIMfBL*26PZnu@r4$)3%FBEdQotXt$8&O+)72AU{&H2=FHRBm{!6o!`@*b3 zWBl=*YnAeqi^vqC^}`r~wV~_*o`umPkxaF3C9;lwrrcvq7D4n;5voG3=(|X$d$2U#;!2l@LFCl)A)MsG29E^?lDa%X?&0~ z4VR^`u)IuC-28Sm<1bA0((i=3PVGU~3+=Cv-5k+y5vUTN9VxvMnht z4wqQ{_UFVYQzs}~rt06faVVD(1zLw0g?+e}SAgqJJO?l?D95fmdwnzW zvjKPXHuv}m@XRY4lBnxTM=O9dyl(4@7f2bX5*t4GJYlLf3r#(I?ps`VeK;fGV?Q(J zASseUQ(_D+~+KZB(L}9|pK5pvz9VyFqF*^sX+yZPFERwl(NIC(XqFyV0!7jk= zUP`-v9z2$_Wsi;I&VKET|A1rbMm3zPs`;IBZDWUJkjxWR3 z6x+6%4FdLvh-8iU(|Oy}yi#(vF#CnGxq;^YvGvtqRR!I23t+?r!Ps?(Xh8sNXN{z5n<;p3UBSX7Hm3eDyWhjZPZm#lnE;(>@Wk0yLhi%>FaNoC@ z|6IWftnPSM+Swr^(fo5zg5BQ_Xv&F8 zSrsQzDLw)+$b)n-U%c~>HReO5a{w$A<~eaZ)HaIPcsSy-be{6CGnuxuor0{uZD+Ke z+WAr#?lIbfb;7|(Kdkqwy~1JH)rH!O;rabYBK#LqEzy#4>X*8i*LArDF-8 zw6e++24$6Ltc)Cq?ODq8L$3>$R}h|`BgDz5L@g2tU&*C}`^9mI{)Y%35coc5$~yX7 z?SldtLzyF+Q>Mchi}XE`?>TVMn3`~)vXe46YIwK_(`gsEMfZ`zbny6i2`96D;Cqfw zxyMXK_JZT9gGJ%E6UqXk4amL_NU>#JGNVya#w}beONHDvgaHD7U#Ng4FcdZlpR6*{ z>5=^PQihx7tFC3EN07!(qo_VO|6DBVVMPujo)D8e(Sn$ZMU+IYm0ehi|g z4Qah#|BhPbogo{KFnyN#?H@&HsM07Eu&iDhV# z^ic4J)YBR1TaWt^VlbiU7!v|<48u^(%4PKJOSlt5?Zjm}frbi6?zK=6h&b}zpM0{B z%u281xmUo)lIi3rvkpvVQMkNrL|HB`W5S`gD~S|TQir%JMVqHy*4H%Y8b&Y3`sU-L zzhS^4w?=vJmN1Q-J;NvlM8S9H%VS5S=f{{kUeB%PTz#$8B+QW~86S4eU`(k}QIZsE znW?-L5h97<|5TM?vDUX zMl&%j3bVfeWgdV@T+-4!$gO7=7ZuPBE!2MSiJuQsLodsEJ42W(6jMPvXBj@(8-Hi7 zu()uq2a1#!nmJX2hTz$K?J279{qu?*ia05#Xz&Z%85ae-PL4G%&*N;<@6x%(#x%bL zM-gc}{1!DRNl;EM`7BLzQCg$SA^#1$Ul!g?I-2+8tVTdr!XKa?aAMS@w!xDHAlLWz zp9AWogc?I7-8klxo=%@U_1dp+y^pQaLLYGW4c#E_96+(6(=K$nsrM9_<##f~>QL2o z_A(`eJW$-YY+&sJfJr+ml1M<|EE15?F41uM>=DLlL9;}BheTZWi{<2qh|_l1-Mfxc{SPh66M>aWtXC?G%dcSAge z!Rn7?rRu7Gwh~w8WtcEO0F~H6-kjgoUcL+(9)_-(RVA(22o}S0iv=p`ZVn94Jly>w9Exb=P!x04^_a`L(L#+gcEbov7 zd;9C3UQ8i)K2Osn$jfBbBCWNF%#~C!IWE7Qm9BVGN^!3{&h6;tP*!P2lY5z{gHFfB z)~Z$m?99~oR}jazt(27bSKDvMhBEdgzXg!BAq|?Ho#;YER$Q5D*BqN*)Ah#JUW ze)pc5(x0710A`qvh9&_gv4rW-AY8mXMLj%`b$NUM&~8B7Z#zv5d1U4o_&7?Fn=#&N zVEzz%K%V8f)~+gnZ+9>V@*r;VW9u);SZ2I;E5PY-XB|#y6+RaIXN@=(Q+xi0NCoy6 zw2gz_(T42WHYzV1fz#W`?lYWoi3eQfk|+GzpdXikbk=bly@lTm9L!qRdQ3=SubZT1V(N$ROLPMxQd(|Fk*%83xj;o!u8! zxI!fD(40)DF&SXaaJjI74k6!nR3X2j8q9n3-yO`hG|kZCw@=7BLsGWknt*00!Pe$k zgwItm)!+x|7}o9`yCIoWWGsSp5+tO~_U9L>@j||qXQTlrr0lUD6-wBPs@)nDM#phNTy45%+M4Jb^%xU@le8g^#_gorucbc4cP_J5U% z%Z#aOKmZj~{bseK#98(u*m*@;#C@-ylFKn8*D`yOrW~a*b`tKb46Xjfc+J@P{6z?Wcfp%U0Qq>aW&rR^?RSF+I8npfy;&8T!4iL z)|8FOMPUt7rq~fsD9S#qroZ|SHiIm`p@=o?^aO&e=Js)VU+kyZ)-&9|oIO63<;yZf%Y`?t4dh&Z025*Lq|hV-?a+RLz!kY2yS zVP&yclLj-#wcZ+(Lhx$v+-KL3C%wyZ`zTER}maubN+<*SGksU(^YZuRM=BV#nT z-$Ec7Z?EN4_^t+5oaC4^-m|5GQ=S+Ctxy6$psZ$MBH$o>Ful)*+L!3QC&c*pxp|nSK{R_i9&aO~uyY&Tfg?znq3RlU`i7UM8P*6rNC8 zS}%+2L0k?>kX?5qg-E@;^*)Kpu$vF#ZTb4FEx$Co-0aTui`AhyLZA@0wyR9Mg01hd z&R$4jd*}Ao`o6#{{AFM|Mb5eR(CvH-@3ojY_6xcx8CQK5xrkQh&mYrfeQTt(wsU^_ z6cdx^1)1REy8JYsU#WZGTX;G2LO-g9v+byg!U^BS>?|czMFIuVV4mxTTu;+>YB|^7 zVH!X8zV+7q2nC9`K0k8%wd=L9kAaPjP~ud)#_^$_-C%2E(K6 zdrneHm5j}F7@b6Nv$KvU=5)(&5`wAX%f6A35?oe8@Pl#iEpFxn(+mfr_4{^-9)E7G zEV1@H?0so;L1%bi=$Ju7{GJ7O?lqNaW%0Ei59`aW_fnQbNACL#k2W;t?x8Sf0hngt%69a8zYj!i&`#LG!FCWImIQvU0G4jl3rp%21b3(w((jVx#sOC*(D==yq>aFrbO5u~n< zv5sf?N~PJ(#k>WCgo#G=k&Z?`e$3DOHCb~W_9pfAk&ZKMhfWPG<84`si*U0#)TO$e zg22GEo|pHu?}CF!sP!MCI&tFX{(HgQ$he{2!<(<@&aj?{lkU z9hR_&iD4thwO1Xe*Y$Xfz5}*<^A3-7%20!yXN4Wx5%g$C!(N0NRr6v&O=&pf_ueqm z`3E|(ux~|7dcml(cxh-6mF!<;n{%CnJ@*p%yhF&Xzn7CpBwSgWw;}6v>^UIw;G@R_6PB%ZH5am)4Z?R(DgQ2cZ$C@Jh-rv_F0SQOk?^7JkLEK9j4g zuma9)eC5G$`}p)@8v6-!L7}wKNt(8HJtWLCW@*1<{)B`MB+-I* zGcs&NiI%gC3;UaaCXXJZV4g#Dm-=)#4g>2T)!NNLns_}~@Ij)19j9l~$6{X}GfDsF z3xm172X&4}Fh)QB#mWmWODeoPB?~76)dauxiC+LXt~J( zTHAbkZO4}CNg~CGQ%ECB0CJQ?5du~vT?Ga!;x=ENT4cmN==mvWyV*feW zdiOD>z6yiA@)Pm*GIpks^vYYGs>Auh!UvdkoPWB_Pf6xJ*Za8z711}|DNEPQs2k-w zKLEQC%syNx%uC=eFKQ#$@kVM_RhEf2VB(Dl^*qylpz#$x_&h0PdT!A5osj(pI@qpv zf3kbzPIT0@u+v&`U>&u#_O0v>K_P^9srh5D2tFr91b%!co94oh{A+rpAtC9r?cbOK za~U<~$Y_kl@JL7$k;c0hom=$cWV$*B)#^C&aFm2~6i+VCxL7!ea}~+*D<4v?c2gKm z;C71lWloigX7i@nMYz04)kn1Io0Y%#;G|zQVeK?1Fc(hMY*NR?aj?7W0+_JEsX}d& z>#LsJv9@;J9qF$0ZM;N#7Y&Qt880A1!Vdf(=2*yJz7cqMg{RW1ChNCW@8JIIan1JE z(bF}@t4J?zSKhYrA)}HuPSYy|hZ)wE@$NfFAkrGm7xn6Pfo9}SYT2bM#yu#?ZgXEL zs%Mn-z4c3>D?jx|{APq&hM17Y+;ms_2rt4%$HavO2eA%?jeUGRjyT+%al5_Fzo^mQ zkrG74b>xS@_wVuu!)VtLxU&1U~uC&hKXA_=UJhy7pIM_03imyt!*VN}PW>-;xOl z`7JunUon>#*+S`g!hMAFtGAv9bx(JG+C8S($~K$Js<}PvhF&l9ao;J2v#ZOOo01a~ zyfClW*^TBpUz;;Fr4=F#59^Fn=dc>$yGpj;^cCgZ69CS@M-&;Q%Jm8s9ebPqlAFZ0 zB!*{q?UvJOXzrW<35A6C#KSK9`79YRHoDREs)VxX)aoNbbz&x!eHNy^v?8+3sjU%d zHc{$NS0n0mo=2bj4kLFc>$8(NMocc_XqESbZdaCy7VW&f)VBy#Ywae&zR1@W*KJsx zuJ^qY-mD1h_SlIRI_|+VIYNLSiEH|tgr{5&_M`Gug*{=lrnD$x;WtM{rbBuTW5x4X z_uj}<7xPbaQClI|EbHl{?h7Rq&+cuzEuDwzG1IFxiAVlG?IoNM@w1#qIPAtChZP+x zV-jmIUfI^_enFVlAtuHywL8;oo9)Ic+MA!9BURE_?#}I= z=#6e|v22wTvWmRbL=fvVM>r;%7 zsI||1v;0c4XLek%(=~g~nCi~TD<-(!*dYgZNNA@%T@C)iA7}R@wZuNN>fljsp4S@I zdb}Rr!Mi1uR!{xyoQm|U-PEGR!TukqZav>LSFh1kj>)XDem?gWN!;FWDasgYx+s&A zR!SSfPn^QQ7?eoILes38=7hKhGQjkC8Hv8n;s!1rcG0_CtVEtjefjq8-8)R-!ijHI z$#VS1AEoyMcjAFlo|6`@c~pn`q)B^SO|xK5XFk8GBn7B6Y(;qG0Ni*pvNKTyYb5Q!+baY&Z{V7G>F2cBaoFhT#27UbBS|vj;~Y!f=9?D=#$ZU?#s|DJLt7S=W0R>? zF2(4ybd8OYGGPk~n%N^pCmAOp4KQ+Ya^xo-0|vufq6HUc{RJu*FD6m~U9;!|0t2g5 z^Fk}(wze|(ZZpmQwAFadSWA~pXTF%))YgHzG;AL<;hV*T zNqYIQQVFh;Ui5ATYuvz~<`vhJ>NT+UD|xT)y0pVY;X98R2Euw3zd{*2!n5w_g-pXE z3s`|hp%460?VOG2-0HRg^Z0f;S%wq#nER{7N`N2?Smk>!@jA3vXrQN^mb+iWl59H?@Hm5(`yD@o>N|VSH60NX&|IEE5%D|fy}iuy%@3VTG)%OW z4)Vx;s{6qhyZ1EouwV2QA0dy;y{1*+NGu1`=aGA2-8UVjD;-@G_+dAGVU< zwfgDm=F3LJTN!k`!#P7L!Z7TfQ|NO$+qsecu)>QWjL&RjJtn-&OxM&12eU8)2r4oQ ze=S}4EY&wu@SRFJeLLjJ_ind$dFuDJXIXg{IHI(edW`Lustv}MQW<>h77{z};dE>9FUKec8LgmR`C z35P~^4fRjF^&|7t=lI4~EOQHmDPsIfL*+hgXJ*DlkrEs2RJ35^K~iMIPg?ZR8k5iWVG5FCz5GdwnCM_crHx z0w$9LfzZGW7BPoKCdieW2P?R|+XE+@>gLqySsu32?nKIu*2opXZ$&vmNx)&dRire> zU;RraJnFZ$9nB4vvxn_%Oe9*DmnFUm2nhkd>zZ14A!8B^2Pxo-E?h&jlIN%VP=geI z^No$GuY#0?bU??Mn>~BuSdQnhU!A>X;lb8iL|;AJV^E3wkSLs%C|mwU=Mi-3H4f*c zrsHPmK_MY>kTce!w6!iPPY3ChwVcwaMG3D%kJUZyo%NCHn~W!rw@(k=X@?*@_KQpw zR7&C{z^yGQx_lYXlOTPR8?pHlW-jK>{)NYlbeNWKXt(`X0}TM`cPCMSR- z)sB^ABOX*`2`c&QnwosBEM7dhZLAbu+~A%Sln-~~&aSzxIb1cqeDVM=;iA+EXxdqX z=9b)D4M13W;h@lE7o&W)yFSF#`%o5B>!*iToK94a;`7Ild3e{^(TnQ9T@lXelV|A2 z7PU&0sxcP3F0j><^A#Ske|cmJ%7f;O zfr}vh4m`vxf1sGx#Pz!`MEcf-x;D+jC9_|!{nT}S-Z4>=%o!nso)_&GoU}fUoG^6+ zXIJeT+j=Zq2s_x3QFQOxJ)uCpI)tk~vfZ2D=G0^U9YUDb$H}olC8;Qs=G>v{m;r_` z{@@!iHde0bl+c>m+amtGHzIb*itBP09G`YGZ&Zax(p$-7#&^cgblO0z%eA9r(>=`4 zNt^uwfjn$J+%H&J&~(gze}dzU9;cihUyL+77aDRNyX`-!E50jwm@ltfdKllEcqeL{ zGsXp0>p4pA&!5ySE#H;v#P=xMjnw>azIKk4WX1AVMIwlBh16Yfok-eONhr3tZVrFUZAMD2}zZclxU- z$xm%rZpD+m0uQ#&LcPN!IB+&uxW2PwVyC6M_?2U?D^yX}7$^Z|)Y8sb!7qba4=}Ih zf)#RziEWPF)q3DReWZP-7^V(9M`}b_J*VSIATW#;27se+3yo*YG%A&o0|bfa`iF<( zCFwk~Bcb&+?Gx3n?RICeZ-4k2%8FKNAu8_`IPA726X6^C;*)!EHu|SZy)B zw}p~pb_K(LPEBF@!c8(-?Gg~I;!l1;U&@Z8`@Aw|UUfxlP5B^aY~@zjCA4{^j-8CE zaea*0&PUYvmle;U@yXKj(owxXV^bd*5zlW{UgZJFVhkfa+IqQ@1S@E-H<|^n@A20N!dRb~s*Tx{1=qrA2 zbcUGpbn{=Ceba{1)4u1XE{%;0 z8{4aadF{F}c|IPCzQ_x(QChLe9?b(1R4)dakKfjNzBbAT*K*Q%`9yeon<_bX4(@-b zwSrPJvTeFq_pZ{0>4z)HlWKwqW(N`KUDDW0C^ZVXLqs=eG0}Ol_t)Oopz#S02!b9 zTJjwb(`^U(&n($m8;>{Vvve?#hOJ%;JyNd%24_en&?+ zSNuh1_-LcHLkue;+=YX86t#e_Kv_Fp;Zu*al1asdZIj=9J6Z@}K~9C3*I0W$t?siYRmJW<)|2U0a?VYCYTY`YpeX%}-$0_TIou7w?h;ySuYI zC%2o;jPTgo+oAlKtCrK?BxkBZph_GItV=vQy)(9$W3v3V-W`v%ww-r}2?jyodb|t7|ro#_Ro{jatS(YaM)a78;c9VE3g159MQUrh zpccL`)EiPm>Djt^`qw{zT|>B2ewB}~?&2l(|7!(yu!3p`xuc5Uc^x#Q#lkL#xr%a@ z#Y*aSnbN27TLD^)6+R97UP|!v(W5* zUCjbtlU|~7oh4I0!7F-MdDeMX-US>4A|C@s$H^7TjrhmT0`l^aT|i1^b1c{R{5MQ0 zxZH)Q%&I!VMxvPjOPGk5&)KgGl_xR5($(dNRld}GO%Ge8+mQnCV+GvP!U^$$ses&^ zZy0oquDue+_C|xc0kn5&bI0Y~!%H`o^70+@^o{MmS1dEV)giOx&`u(Rj3F^>nC{-g zSJPUh1};+U1Kpf>E-o%A_S@+gLDI?8m0f#gujLVN9Ie=%{O)fe zO2iH(wBQ*jrHN$6_JK%LEgc4o==b@Xp`>O; zx%a+kB8gmVjBLL?bE+D^l#LUQ4g+QKMh@dkbZ*ccyhkUu9rs;xOE1Zw{XE3vUZbk;GT})K>FmDCCpLrr*h`%4t3o1iF zAeOCWGs`KDcQjJ|U_V*%1c^7M@E(mTzjq~f zOH+ipOOMl>)ArTb9v$M=be-;bcYc1)5Q&epnEy-+j+?xXuncDG&bnaWO`?IJ9(MLZ z7khEoAAH#Gt>yp9z#Tk%cidjHy}Gdh7zxCji0V*`6Dc?dq#)4*cA+0_IA>r|Sytuh z^5p^7`4LZFh@MP}g;x^l+Gk`XN#IpMM3@&aHH^0PEjQ^MFc zT(2M2mknK8Q__&0O;cMwe?uv}68B|*aYquK6Mad0vaDxt)5@1|5g){fkagG}?*tM( zDX9TuglA^3+YY@Sb97Xyb*a}eSygvo*zp7e>2}1xIJ@8s%ppC$4sdN8)aJp2M@<=9 za9#e?$)|n~tnQI9gP?MupU-g5%adn|l1kV|;=&hr1CyOGqlOuOA&RN;5cYW!<@$$t z2F%u*43XCTA2q8--1%?!Sisj}{$I$|e&}yVk54xyj3wWUbhQG~W9J!~!b+fJomtAJ z5BA8tpFMsi7_rh-XK;SlGl;9dabM`5!3QGn-#ZHB<^x`{W6OEe)>-|?X;^WK zjvmWjOe30xmF>fL5{d#44eujudd$@|CE7Vdqnqkf>3f(6xdL9USyyZivx?vQA#+qm zHz{5Gmxu*%_8$+R;6tCY{!g|Pdk@C;+dLAp4F`pNl+6SWcjylcA*vZ>-+#OHO$FyM z6meUZ0jJI~1AL&Cs972ChCnIhx{&W5%1s8je565$Z4M4(co(UlFeWXzagVz+_yFZp zUUm=TdcG3X7I#xyQzFF!>fC0Ff;sW`6EzT5L-3z|{?L+=QfeA2`eiG=l|l;W8ea41 z_wRg`li~S369~$y5`X*Geu#QOEMm0y!ob6a#d;FOm2Cy;$3 z6(=tK$;TI=)H!li###4&MwY#vRgb{%pJ%9MuSh#^@QI51veG57FAXHqs4A-kR5_4H z_pwadvWp?vNxlNBM-`-@NxPI8@@TlWxH3D+$=cjlxE<9bT?%%VL3sXP*AHh(t-}|| zh!Gw%=0zVpi>g)a!YY@d=&wJfMhXrIVMX|-vI=b7V2BI${DzI<2&6_qsJUmZWFdYA z%8lPzAc6cFuzyDnpq<}HIHx*R4xPKjJ4GW-?in!)ru$DUI#VOF_lj3XV;h)3aREWs z;la~SBKd#UPf1zPC37|Pizedr^$*zCxy~6|g>x0^&hPd>7a+5ZLrjXYepSX?l2V)T zt=>(#8@Y>3LZJu10s_!@d>>sFB<7Qo`%`VMQ5%zwyi%`4f_6SkF`HPvy#kIatoM!h zpPBucgqF)=+6+LVT90#u{}t#p-n}CPDEtS^RA%lyGIyK&f3yIS1Pa3-V3_WoK2NrZK=IyK6!gaf(&6p9 z$!U^AU;lGGqma)I&T!E8{a>m_aud6qX~bxF`N!^U@{y;N;RYfjV{*jaAXg{1*dMV; z$@_b)2^L1^9{}yS>txt5CB?H+_kBEnGWD*I@~(D}_))Ve!M?VZbN5Y4GssdKVIi%o zkbuU~xLzWL=$dNg&}_+IYPsYwn9Gg;wZ}feW%i7BqzVJy1h6CME#OTh?*(D!F# zzYJo4<1a141_{&i6!h95(6VlJZ1hgp`_i(A$E8Fwj|XIeR`oy{hd%RH!Uy?3EC(F3 zH6{OdtBV@ga_QDGYa&IU2#7JTiGi?zSQdzexPI4EaS-h$gthEwFMU!N$$U5k;ylPX zqU+EzM5&CmJ8(WviF0_}J(92n`Rl)HD>i13tEG~s-Zw?HN5Q>je_KkS zvgkMjzcri;tP zZ-Cv}Gcu53j2<0N{ewDCO&Fe$B_S}f09?*E>qvowGQpg5a^grKWq)3S>0bv~ZV-|-vM;0c4InwznIiUrV2aoU3PD7);CZo6nwi@*6Su`zJGh~r+#%9CHvBKK5 zz$1VHV<8%vII@hxV~L1_4!J?m5bLg;M|?dJ##Wq(UyfZ$^A3D#O#XhdN8knD_4T@p z#|}bT@41?LNZ=|Kfx>0%6b~lfye~SXs}J+CDb(+7=8ka*wjUJei}%q^g_Xm)*S;kxmjk zumkSw@R(3hA#h=H>kq_3weH4F2yM4I1j-HhW9uG?3&US>yDC`e!#y8He# z5mESx*_Bhshf`#pU3OvWa`I=ch66?W41eNiI0kDDKfzGm{g7foN0<^RwMlm`=)BwiaKL@VB&+_lyo`yDC1gZrQkPZEeYZ1 z|0iDr0qu~2%S&YFp?qeB^*KeW@gc(RcGVBS+aEsU#JpqX*l=AiKfH)6_%1{&05X}7d3FDH2?=5w z(dcM~G3!Pl|nJ?eS7;iPg|b>?4=V4o5OTgS|>K z1dPO33?BC*D4_E5E|r&N&MuBr$1vQVwbuV4yb(b@?s}0Q-pdUrP0(8lXGMEBYN{nN zT_F$#D;pOB9a>Cm$*DqVu^M2)wESD!4odD9)DUwNtzH5K9*$EogIjCw;T}sV@JpZC zd+fkd;1!fj!$*e;=8`kTPUg%zw(I=xi00-9U)9YVGw`^!6 zdD`-}esvwKmPac|{f(pOmpv~2i0GbP%R{9SFrk@^eXb@les9EG@l>p7y%4gf9S%p` z<>Sd>Wk38zY$)S=I@Tb<0=c*A6s4?j;7+H zG9(rIT)9H6W%67n-K9L!##HyDURp_~Nx>ZgL5fKCT_9rYr^la3DHlP0=96H?$i{hw ziH+UM%%r~=QURw|T>Q&G%Vd|s%Vw-X-O<)o$FIb)^gB?R`7*j*;?htF*V)saG5}g$ zas7?H7?rFnxXy~^+xQ^2a)6mvcP@-D)t7?2@K^#^vZ3Pj<@5z-3f4-O$qU6#eKxEo zAjPIFatFR5ytAB~R)Jgn1M*s)WnK$+gudU0Eacq0Ut3#32CRq8yJ6yzN|j6D)!`eN zK20g}Q{z$n$?NZixPSV7Ec@OWu^tcF0J(k!D-#=F>kA`f;h5Kkelv4{ zf|l$*#>Q(y^wU#Fva2rXeKs(VUdm>SQo0!-S)z;KkbZ3+k=FBD%eSNb{BW#coDX{? ze^UNnDWXgQwo$+MZJ$RF;_fLR)ADxCL_3AUQ7GSII?shd6dmRRLSDU>7zsaw(o>%^ zd{tWiuo{_8WnPzMcI_@K3_CcOS4qVI?|1Ii08T0_!NG@$Z-on(27qQUq$TwY6R7y2 zbr|p$t~|R2fi@~*Z`?&&QV@)>?Z=jyX|Rp#8>*`(QOKuAB0(0`gxn3^Tid?$^@kX| z1Vh01MNw#xG+8iOoh}lv*Rq4i>UGhco?Cy${^6{voNL=VVUelsu*CEyS^4o`LHt;z zl2g=ULqg#?k0p)v&&R@wE6ui4lkZ6{3gM=nU3~!Ar^tGJ>2&r|V{lA7kArI-pSyvS zH@I8x2K^~WcJY!rLM<<(b}fw_3v-jee14m-OH3q;{VoTtI%D%4Z(U~y>)M%$1InEPaJ12aIVr&UclT_luj2#R0yf zGh)3Qk0jpc2g`7C+3ATafRUAMhI>?xpcv97qE!oxFA4 zeRPP{@ysl2XiPk&Y!40=KA{bajMkEaDtGaOk}7ux4$ivB!z4j8fr>RVc__S)=}F_$ zkr`g^x)_XuN zvq}zqyE~AV$Ac!%5-hAICqKZ$O9KXo7c{k(ia119Pwpd2Ym1BtXsqEL-N`r6_#4Xp z+mwel=sAWlQCwC=ZeItI->e1dBEmUq32?3_t;Q)l+zD)uF^s{s;7hddXOSc!mX|+3 zeM&7a?}<7&&F=Qf$DTmx`ih5~$}lYCoqn8fOdI}8PVP!yV1gAzn=1icc#YLnPkyav zvZk^C`pcmZqhu5dy#4S+eFooe4sJgyAicLsK=HIj_xc$t= z-ExUQIg<7 zoVS*Q#~|{ z*mz;#t0{NhIb0~zrc(9m6{aZz&iTTNbrkn!WT*$%!rb*AvNMT^(S`g$y#VhOcdZqG zXAt~Qz-QzRri62K)#DHpFL)J;>xdbfk0{3o8HbKe3(-n4SChB5+ynTC4(1|o>)tS6 zM%Y-%o?HRX{6G9-G_$xc@Q=F=&vXh8{`dqL_fbI$WUySHXnPr(EAUOsXHC;in`zr7 z)Lh~-E#;bk_rv3W#NZm@5$`9N+VmnvuHJm`(^KoT)Jv z-E*2!D^!NAOe;?z^W(k)Xba=jli3-JxcK9H$gpsVjDiY#Y*YP&T+bJS5R6y%=1FX@ zb0lw(NmwR_t%mjvkrXV|d$F;%(;C#HoKT$5x_#<<`s zro*xkiE|AAD|io(;{cVv5jln1$n1Yq{`}_UMFz2$rm1p~=)pLI7{J!kN-B#?5v5=2 z=oQyiOMy^4RuGv17cZ@H%S$^i85Qs<Q_z$3(NBNdMux8y5^lf!jRM03;swjcQ<|Dp3AR z)yY@y+}DaFANwLQEvlxF&vU?fori0OOZ@7Z`%|oh&5*VS zD1>vX4u7bp)g3)4CR}wfftL`F|9S95kIne=#zuqrFG9D9xyd{sEsKVe`5P_E5Ej!p z8CZCGTk-fCY>ck$FEn(4!c$_0o5d&%z5;(|Ui-r3`S@i=W@4$0s=R!4UB%ne32r>S zVsW-={V|=GIKU|kt4)=vO+9}jDIr;TckUC!yqY@zueBVxa}Y>- z&wm84FHw5(kDqrB4gJ@W2{QqGHF3yF0JiT!1oQv7mIA(I zR~wL!{cB5pB~i9q&ZLj(mSth}c?Jy+y!%*y}X3iQ19SM4XT7|Rm% z(pjY>)jumO0fpPr{jVTTb$@lg&OC#BE&``sQ|DeXmuzXgzIP(L zV^epb5w?FiYyaTijR^mxTLZyG{qgbN43*B`QG}=?gr=4IA%#k`#TvbwCB*wP#tmZs zOg3+r4pW`NM~!7?HF?P$(tGulJCObT>5a4T7sd4>PX`h|M@{U z-nw(O%KnqC34HmtFHsce+HTapX;DxvlvLXHsvZAiNi3ZI*|%$i@HBQ9lAJ_3*H-K; z4@-_6P<^>CfvTwcL0Xkh={UC)OO{^*LSiaHpvD07d_&=XUTZ4ja{?66V)80-N;6BA ze{y8=QAvO18U(6}3O!LYQ`jmw3h~?gj}BH1-&G!^H*U2R zue!AAs*@dD?vnmym5~09;d-|jL(OMZ9CER-k7GMcX6;~R=KmcB_gj$I2DL?M0@W2M zSu-2M;Hl?A)k6+~k}jawVx#)ZxxUf{-^ucEq?r7bjQCVED@w)~t6ODyoh~PQVz+MX zJ&FNZHniM8|8p0!Qxw*d7vY~wX{ddFkO30UogGvN4wdcMR!k>I+eu28;o!R5g%SHQ zx_Es3Wbh5dSgv*k<41;a(t9e81gj&$$fNx)pB&NsTR-%9K|!WbF_(#>f!W!{V=u7g z*{R(%4uO1U;$iDj>cRk@9ao-D=@u43&H7C80{Ag?Zs%50e2Va>=)`XsY5k8qY6#-~ z5j^^a^~Tx!E*_;PXj$ieUW=llQ2VK1EM;;2pT@2_Dyr^Xg8>K#2H=Mhj-(*nEhr$; zFf;?wf^;`XqqHCmGIV#2bV&^z(jm;yJp&AJ59)W*7!Uj^)$g>N3;DI~uWfh-+!u*UA6;@3nf{q-#o;3&pbU^VvCVVVlt^;- z#wZGOLO_y0YpP?<2UH#MFcw5=$wT0H`XExt`-Wh(Tpp{p<6U62`^z1i0evz3nprQN zkbmY(Sr?f8&{ve`YTG!o#-~Lp(=fJL-%7HjYCT6QoGNdHp^G`wE%b5t)XW|_a zbn8ngawLr6G<}BN!hD+(4PE7pJiP!ll8?S)J-K)DuUU)rRwU>%^@`b`(*U*hwf2cC z8Te!IW!vIzaa`hI_x^2Z;YuTg7wt>hk&U?7^~K#=iMX{?AYIObm)h>9fM2Pl?Py$> zq_$>H`A|!TGa12R>!jNc$aQR-(1b#ebosY0@Vor}y7H5Jwfjqo2n2u_Jd`EJyG=Ty zIrU(yN|m>}z1#VSM%`WM>nSRz$-yMK&VCNMsBwxBxqXh>;XOh$|KcKcaWJBp*WYq^ z7Um=NF`K<3Ns8CM^&L0#4Ul=L!fxaL^&vi}PEC)2Ut<9Ek+rbME!SB2 zUE^v~6lMMKl#Oy^BXBFN&(%_uNFEIXuUX&KkQ~Lv?;88UOuOIV(H4K*ae|1$PV0Mr zOTDRLT&(_o4R;$CAd>@7Vtu`_xM?4dM*$jWZCnxxT(&8@y4&)^JJLa3R6>9i;v#aj-;_%fim{)?UjvNRBQV?umW?gtX_g7 z99rm&S7JV<=m2GVCKQ*=#pNVip(ErvpkeWI18fNvCQU#f50fwE{rPUK$lTbmyZ}N% zNq1`hJKO>K?rYhFIgzMsN)+0P7j zJ8dEsv(v5Or5XhI%s|Rq^Ev&O(DHh^4)}hk(8iN=mVTi{IUB1L&Tn;)>7E*@sjk~t zPv0YlGD3!HYVPYen+D`^MypheWY=m7k$mEFRhTL_>Ly_O&hF8aV{T+*beKNM3|1qR zxMl6lU*LOr8bCA39UhXRkPBsWH^WX>A^{jpz$#WQ_xA1#HtPyY;wFlyj?S_2-GK_& zG>R-t>NlBqs*KX}3}lDiR})zpm!qMRF?|7ECWE(=%kq*F^mpOO@Ur7a(=r=L!D(n& zxyZWe6CJqB3}R>>O7>RBkuW`AsnW*6dU#9bwK!OY3@(=v?695{?2b1A9sxhIuTLrY za&G!j3QzpCLawSBAVT$3Tm-0TK;mV~8CKnHgPS8A%*nwa12O=4u)Pqb9ou-EpcG;% z7+X?O;C8Fb!wE3N4d7TxvCl8{xkny1ulu9&&>8k^z*M zt?#CGWp8-a@4g%)mJaIX({!WK>iUOj`6*CFF74mtjK(>=3>&lItA>l5ys;*uLO%7E z-IMSIzP-JN(gBw|@4Fqu#@#xW0^Ebp&+h+I(-t0wh>{?N}diM{veZ zN0TBiM9c`_+phH}K#Doi%T2R?gIV@iW>Q{q_fz_@kOvHQO>P71tx9bM@apJqD zSSzI?!@^!mN&RMpkdcW9k{D)uw((w^vH5;fO1$6{oUQM5g&6D^qXY8jzmFD{0cC!{Kj7lJiZsA8yZ!`@MW9RmDgB>~?_F)rnZHyUpYPsx!nucyjeQ&Ub>NL) zZt>EGA$}oQch-uu=4sp83Ts=xZ>Z+vD1ONiRktt~$k5~RddZASs4PxSau0V%1&^Ep zi+q(3rFZ4TpIkk-yH#By%=sJ0V_~@&{~kzSVIBPV4P~&f zentPi%pWv=f<9JMF0V880X{x{TU%Qgr1RCt=5Y*dKA6eqk)O0==_GTUarBx@Ojbj4 zsYC|5Gm9%Nt;_?7Jv5I7VXJ8*Xex~3RE)A*x3sawbiiP+g@uKoA+($TTgfI@AvKBHT*cVf z`1R|6@(;inF4KN~`(JPD?JLR&+-UK3uY}DtwN>o%-PfxFl_14Qq zEltfT^UeNfUs93x>Sv=6sRVjg8vzqjPFQ&i+u?o$ zKM{u|>g!>UJHGBw79|KsKU<+mFXuZy$GFaBV}veK$&DPK^u(n9WNWxRereYpawY+|#h5%NgZ68=)4c~rI!2HB5Skc2sqBbY2(N|`8 zt&{bNb19xda6KH-L(}5K=!2clbyo?#FQFB@IbQM+I;qn6aBU!6(JHzAtdjck3I0v?`_n1geVL_4t{wwxcNZ*A zEcC9D66o~lzB=ID%*jF_Y&1H++%DXskwq`YBn{=?|jn&u|`DE+hQc&5S^^E_G@^)X-8A7-mOY)RsSsR z_y^XPZ?^a$+QK4vr^T)6Itltkj@D}((qz{UJn_jD;yorLWPVNPcBIdn$XG`n@A2t# z-#oi{byE!4jsCA~)8p;!R02<4vR;ZBX6OcYI5ZU-^>Ywd z+|R5}D6^U|FTU4S(HBr}Bv_C&QsqP-Dv-D5VYh_%nC47T>w8CON=Sf7wlsbt0H%Tm z8jt-tF$EK}Z@Za*m%p)vlKkAvyeVjnGRsKicgB7QEgjM3Zuo9nLA4~U z3V^sCMeKvgVKq2eQMBq>7+Iu3aT;f{5=I+DLLMTHTlNxW96n3x>HfGC|L&4E zlf7bU4c@4|)+~ZmmAN2uS!oL0qJ zQx2LXW3XXSy>Nz3hPBwod%E%)xtTbMdhx39_DI=^$S!J_ZF`gy;WuX+?Jp#?7c&9N z3(lHeCkvY>>adw|Z$-FG&nNnoV5Cu7`4&D1u=l#3gJh3Fhg z`Qk**s`7h4H|f1RQTZS=Q_$~aciYD0eKCmy-o@%lx5IJG5_Z$qyQAy?#a>+Z8t6O@ z*dApQSs0Z__7X(YK4<6i3D*}9GW-=aRJO0Wppy<(!k9f-=>L3mkov=}9f$Za1+T$0 zl!Za|NCGdTPYa`h)Zv({j^}OSWH*M-zs(S-^gjD+Bb7e6epoAYn>gkB&N-ygwqON8 zeD^Wxa>=4SS>5df1AE>ZK|Ro*R*gFP=pVlw)E|QUrZ|rt-6k+8PN8M1Z^B|jRq-& zE-I#Zx6EXH9BrN3cloTJkI}wUQSvLC)pT_8XN(s13ia)PyMvaR}wzZSou=MsVzrMET!yV%h<$rR6xSY!P71s6xQ#5U#PZb9rOa09Y*!D~cMV6<~4%l+kP zy4PZ3^QYHH>aIAGylyo}(lvr=v`+#LR7EbU=f>A_Ts^0?j;XczX~)hb;;x%{vr-@8 zwiDUcx}jjBMe35--9|%hH^XN=RfB$gz<_;rWMc&12!OgRJi6kjC=Bn-pX~5aAl{uq zmJE!gwgtJZtGZli+A_b+7ic)d7zPiO`zISeo~{D+kVWq-R7L~AE7k%O;K<_bleBjS z-*%fL&u6qE9Yr^Z4>~&Sjzr);67yk;lWQj2tOmQ;_vGEDUOiv6EhR zmqieg)jEN54<7Dz<4kxC?$u&({42ct^Z643Pyp)JS0rH{=*pd~&TVd*k<6NAK6zd? z`2mdYirA$_xrVB8xx4OIRcN+>;?;PO{D%+9st}sWqk;z6lQIVGP!5mMw-R`ET;`K$ z65Svpe=9;8Z9EW3gf}(>%oh`BY7vkpTp^~sLdxGFKVCQZ^r|b+4#Qb30nVm1eQ$-i zb)wyS)b~wqa?SIit+JA+9zNA%V!=>&*0cw}bk~zL0H_Jy3LL2@FD@>I?l3e4c1^!M z{eX(5`I$|VZmW!^oa(jqD7D1CXRn3l)65LAG-Y&y@{r&dIBbBH`k>@;*JolSlg$tvFZXyiPiCIfqyA@^-ADNX7m>1ckEWL@)tiW2 z)~^hdup;!S+f~K^+0sYKafzjS?0LCNsF$;BhcI24xA|pxI)vE=A1^G53-KXZ)1ii53-pne#}J@5EMBAamREI%CSeux*&{s=vssBN$T%ZX8|f&R;fNga zd1Lz-Ch<9=J=R&2B~Iep+O#h`E3zxh8`1r2(;4EKc7WR8yzHEwRb(Sq3XrVbGn--6 zdV*0sJu$0v?!4T1z)RmEHS1|RivB4-dFdS?>r5e{w-N7MHdLaolI(R8$F#s!y5Wohk>Vgniybru{5 zss5?;Ge!s5VK!@1d>6_l8t-)>N)SIAX%e~gN+*76rrtuQU$Pd_g|Y^h=InxZkdw`Y zOg4kT`nh+~KVnDJmJlktQ2jFn-B=vSmM+*Jdlfxbk1fxv5WIP)1oPRW>lqqDjXoEb(#P{vdz%J3Y#p;C65Dea z8=}AkLKi!##_X+mbwE5uJp#=+&za2Q5Uq83-N7=c$;A{E>^Yz8LZe5`Z1^t z8k@(ybjiUMaYY=z*IwN}z#UC5IJcXJ!R~qn0uR>iIjziE)5kwBX7S%F!2fHY{QpKc f*Ny*&5jRFmEd674AD6WBbp;toh1Vq#@BID?o+ mutate(rd_event = "wide-t event_fp <-"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/event_0217_extensions_ve_weekly_commit_count_data.csv" event_df <- read.csv(event_fp, header = TRUE) |> mutate(rd_event = "default") -input_df <- bind_rows(entest_df, widetest_df, event_df) -#input_df <- bind_rows(entest_df, widetest_df) +#input_df <- bind_rows(entest_df, widetest_df, event_df) +#dropping the event (2013-07-01) from the modeling +input_df <- bind_rows(entest_df, widetest_df) input_df <- input_df |> mutate(nonbot_commit_count = commit_count - bot_commit_count)|> @@ -39,13 +40,13 @@ library(rdd) intermediate_long_df <- intermediate_long_df |> drop_na() -var(intermediate_long_df$commit_share) # 1253.343 -mean(intermediate_long_df$commit_share) # 44.92381 -median(intermediate_long_df$commit_share) # 39.5 +var(intermediate_long_df$lengthened_commit_count) # 1253.343 +mean(intermediate_long_df$lengthened_commit_count) # 44.92381 +median(intermediate_long_df$lengthened_commit_count) # 39.5 get_optimal_bandwidth <- function(df){ bw <- tryCatch({ - IKbandwidth(df$relative_week, df$commit_share, cutpoint = 0, verbose = FALSE, kernel = "triangular") + IKbandwidth(df$relative_week, df$lengthened_commit_count, cutpoint = 0, verbose = FALSE, kernel = "triangular") }, error = function(e) { NA }) @@ -54,12 +55,12 @@ get_optimal_bandwidth <- function(df){ optimal_bandwidth <- get_optimal_bandwidth(intermediate_long_df) -window_num <- 18 +window_num <- 4 final_long_df <- intermediate_long_df |> filter(relative_week >= (- window_num) & relative_week <= (window_num)) library(fitdistrplus) -descdist(long_df$lengthened_commit_count, discrete=FALSE) +descdist(final_long_df$lengthened_commit_count, discrete=FALSE) #start_values <- list(shape1 = 1, shape2 = 1) #fit <- MASS::fitdistr(as.numeric(long_df$lengthened_commit_count), "negative binomial") print(fit) @@ -70,7 +71,7 @@ mlm <- glmer.nb(lengthened_commit_count ~ before_after*relative_week + (before_after*relative_week|rd_event), control=glmerControl(optimizer="bobyqa", optCtrl=list(maxfun=2e5)), nAGQ=0, - data=long_df) + data=final_long_df) #mlm <- lmer(lengthened_commit_count ~ before_after*relative_week+ # (before_after*relative_week|commit_type) + # (before_after*relative_week|rd_event) ,data=long_df) @@ -95,7 +96,8 @@ icc(wikimedia_share_lmer) other_long_df <- final_long_df |> filter(commit_type == "other_commit_count") -other_share_lmer <- lm(commit_share ~ before_after*relative_week, +other_share_lmer <- lmer(commit_share ~ before_after*relative_week + + (1| rd_event), data=other_long_df) summary(other_share_lmer) icc(other_share_lmer) diff --git a/commit_analysis/testing-share-plotting.R b/commit_analysis/testing-share-plotting.R new file mode 100644 index 0000000..08c6d17 --- /dev/null +++ b/commit_analysis/testing-share-plotting.R @@ -0,0 +1,82 @@ +library(tidyverse) +entest_fp <-"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/en-testing_0217_extensions_ve_weekly_commit_count_data.csv" +entest_df <- read.csv(entest_fp, header = TRUE) |> mutate(rd_event = "en-testing") + +widetest_fp <-"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/wide-testing_0217_extensions_ve_weekly_commit_count_data.csv" +widetest_df <- read.csv(widetest_fp, header = TRUE) |> mutate(rd_event = "wide-testing") + +event_fp <-"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/event_0217_extensions_ve_weekly_commit_count_data.csv" +event_df <- read.csv(event_fp, header = TRUE) |> mutate(rd_event = "default") + +#input_df <- bind_rows(entest_df, widetest_df, event_df) +#dropping the event (2013-07-01) from the modeling +input_df <- bind_rows(entest_df, widetest_df) + +input_df <- input_df |> + mutate(nonbot_commit_count = commit_count - bot_commit_count)|> + mutate(other_commit_count = nonbot_commit_count - mediawiki_dev_commit_count - wikia_commit_count - wikimedia_commit_count) |> + mutate(wikimedia_commit_count = wikimedia_commit_count + mediawiki_dev_commit_count + wikia_commit_count) |> + dplyr::select(-mediawiki_dev_commit_count) |> + dplyr::select(-wikia_commit_count) + +#get into mlm format +long_df <- input_df |> + pivot_longer(cols = c(other_commit_count, wikimedia_commit_count), + names_to = "commit_type", + values_to = "lengthened_commit_count") + +intermediate_long_df <- long_df |> + mutate(commit_share = lengthened_commit_count / (nonbot_commit_count)) |> + mutate(log_commits = log1p(lengthened_commit_count))|> + mutate(scaled_long_commits = lengthened_commit_count / 10) + +intermediate_long_df <- intermediate_long_df |> + drop_na() + +window_num <- 4 +final_long_df <- intermediate_long_df |> + filter(relative_week >= (- window_num) & relative_week <= (window_num)) + +commit_plot <- final_long_df |> + ggplot(aes(x=relative_week, + y=lengthened_commit_count, + color=commit_type, + linetype = rd_event)) + + geom_line() + + geom_point() + + labs(x = "Relative Week", y = "Nonbot Commits", linetype = "Testing Event", color="Commit Author Affiliation") + + scale_linetype_discrete(labels = c("enwiki testing (2012-12-12)", "wide testing (2013-04-25)")) + + scale_color_discrete(labels = c("Unaffiliated", "Organizationally Affiliated")) + + ggtitle("VisualEditor Nonbot Commit Count Around Opt-In Testing Events (by Affiliation)") + + theme_bw() + + theme(legend.position = "top") +commit_plot + +total_commit_plot <- final_long_df |> + filter(commit_type == "other_commit_count")|> + ggplot(aes(x=relative_week, + y=nonbot_commit_count, + linetype = rd_event)) + + geom_line() + + geom_point() + + labs(x = "Relative Week", y = "Nonbot Commit Count", linetype = "Testing Event") + + scale_linetype_discrete(labels = c("enwiki testing (2012-12-12)", "wide testing (2013-04-25)")) + + ggtitle("VisualEditor Nonbot Commit Count Around Opt-In Testing Events") + + theme_bw() + + theme(legend.position = "top") +total_commit_plot + +commit_share_plot <- final_long_df |> + ggplot(aes(x=relative_week, + y=commit_share, + color=commit_type, + linetype = rd_event)) + + geom_line() + + geom_point() + + labs(x = "Relative Week", y = "Share of Nonbot Commits", linetype = "Testing Event", color="Commit Author Affiliation") + + scale_linetype_discrete(labels = c("enwiki testing (2012-12-12)", "wide testing (2013-04-25)")) + + scale_color_discrete(labels = c("Unaffiliated", "Organizationally Affiliated")) + + ggtitle("VisualEditor Nonbot Commit Share Around Opt-In Testing Events") + + theme_bw() + + theme(legend.position = "top") +commit_share_plot diff --git a/mgaughan-rstudio-server_24451895.out b/mgaughan-rstudio-server_24451895.out deleted file mode 100644 index d86b0de..0000000 --- a/mgaughan-rstudio-server_24451895.out +++ /dev/null @@ -1,18 +0,0 @@ -1. SSH tunnel from your workstation using the following command: - - ssh -N -L 8787:n3439:56635 mjilg@klone.hyak.uw.edu - - and point your web browser to http://localhost:8787 - -2. log in to RStudio Server using the following credentials: - - user: mjilg - password: gYARjsVrF/GA3VDv3MYl - -When done using RStudio Server, terminate the job by: - -1. Exit the RStudio Session ("power" button in the top right corner of the RStudio window) -2. Issue the following command on the login node: - - scancel -f 24451895 -slurmstepd: error: *** JOB 24451895 ON n3439 CANCELLED AT 2025-02-26T10:32:49 *** diff --git a/text_analysis/case1/030125_rfc_dfm.rds b/text_analysis/case1/030125_rfc_dfm.rds new file mode 100644 index 0000000000000000000000000000000000000000..6dd8c8627c6b09c948f4e8e3eb6ba8460df3537d GIT binary patch literal 117152 zcmeFYWl$YYqpyp*1a}MW4ha(69fB|1ec|rz0fGh#5Zv9}Avi1`xWmF>;c`>wfA>D; zzVF_3zTG+>&Q#ab)4!^osqU_t>8kFBA{Ghie_XJqugKXnHfi)>nw9|XuaHSDQa!kS zL3#b86-h~HFUdWuMa{Cx^2+m!GCSr9fs#>q^@H<+bFE{?0|yx|ANOV+Qfyh4IeC_3 zd}vfySpW>pAmfJ-c_f-51Gk_VXwx*Q$`3o(?H|N10;YwokIu_1Js;htbu1)X+x+wV zN1ivX0^je!>4x6>sj1pp+S5Jt^#~%}^>>d}7Z+=O`)lJDe*1V2yUaD&z7~+wSg(2C z72G#(bhd|^w%^)@ZMXbv>n_laV<|RzeXKqG_g&W$ZtQ^pjz)n;Czyy&13%w@MIrzY zh2s$>KO|EBdf@R@_}OMN;AB+=@oxU-tDCuqK}(+FvI_qhygWJy z;j7js0ae9=mxkT#cH5hr*H{0E9d$_fE8|I)hSBYIBbuBCR$EOR)@u3wiGM5&E7|Q9 zH#yI*w%RzXHS#&?k?>c={}ZP*IZv#%S~#rL^Ev90v{c6HFAcNW?f#7w{^+c1{<)#J ze;uiQ_u3L6e@c{j+jW1xig@>$54>Hv>uU0Ma@f@WbN_Ex1+H@MYN~Eof-JRf=z;XX zK6VC9|AeqkXTAD@mrEF(P5*|sOBh{E5>96``hx$8)J|uk`hwR>37t*uBLzDv=)yE{f_;r_3I@^Z@ZSxCjE_7R;RPHmV^2t@c%9U%Lt&> zhq1ual0K*q9LlXzsMMFIiBuj+Qs39dlyEtcF3*WBpbnDMh5enyt0KJejK}vgBYK&{GP}>~=s^-okMy zLqh;pol}21Sp+%Sob3VFsw(fn>X6=Ke>do8Q|9SjVZ}}BtLD;=Wthq*i>!kUEw0*? zz^1U~%W#zeUs15ny`CofsaU%6t!KG2*X0UnYMIi;2AlQJ@q*DGP%na?J3z&~Q#&OX z9q%-_kyPhh%NY3x=VWkmrzrrrrfHrz*4tv;2)$rSo$Ci}Yo?!0%9xO@4ne>&jl~(b zJL70>*;>Snb>z$}?^g;-lY3XLC1m;H#bo!UQBNGqx5t6Hlo+eKp<=mhurwm~<#IE* zbxZ4D{-^SkjTY}1oOZq({Bof#d75$NTdkY}8sF29+sXBwI$vhc5hKop`R+v<^m-N# z?6Y;oN<@2u;H6RjZUi$t!u0*)N8bF*bUM4S=B)rnr(W z(I>cWORz(Z(TcQS_mi#81<7(A%VHb+3K@;PCa(r~0d7C%ZjaNRm{0|LZ7Wh&)xpV@ zjRq{T#2+s81L9Bz&{-{$c6oEg;HpX4sl3cY-(x}7)9_o{4B_HC{=dh^Hce! zok`P@nVqA%`U8wSo#r-9_IJ7}-)QtTS^ty!36a$* zA*-sPLbD)45`2G>#tF&@`A;aJimgE%&R>-6Uq*oBN2Y}47T{a`0f!2eZlpZCLZRo? zk^C}$G|}u{*r z@VSwEifLojFneF8$=FU0%{vvdt}qDJr{(#*x;!ibnO4Pq(Vz|Mo9ETqG4HYQ7&jSgrgAN-s{X(+s>*+U~DLa`x(WqG3Mmwt9* zVnX^3y1#Ki3=?k2y&V};!Q&)RM%q^s!?>YkcF)4g(Ha-Fb` zbzkHs%E+eD?IYW^7!}8Zx%^@pjO$rh`^7WxGAZ0^??^P1*=;CJD?>|GkpLO}Ihi6y z>8etFH%>a=Z;E(+Iui?UQIv@J7-sVdFY{;qzM!r5+M*+nIeYE#&}+?U6+nO;Ek?L2 zV*Tmz9S*wXX<4(NskAQ$uO;J;oBe{tY#6n!fK}pWk-32rQ;H!8!^|MV9~jtqL|y~^ zQfkw@3$Ys6Kl9%K;;;=C&$;~1R!#OHj>tF0p|xC`8XjbKx%zzRqbN}>R>EW$p;Y*Z zY@eRSZ5j=HeyeIO@qUUk0QTbEzDi2K!+hn=qvGJLn7o~CqO%SlP)l-f*<7z^BKcZN z1YVuioRKgbiJoI*lDpAs5?!E&(?JmG!x!K?@J>*^SapUHe)k*XD_Aj+p4sCPHU+E0t3OStY>MYE%?oa$I zaq6gIG6U)qk7pW?yU=hn`|I%0GsU#_k700~jP^|SgHUYrE#fh-(>wa;LN&&lCx}VO zsEx#JW`d^g?X8(9zT<6P)P8ayX$~i$njcJ9bAM^eUUeGkjptdQupg*gdh3&)KEOzz zs1;P&u%}^&a7Z#j;8ag1vWMkQU{{nCEjK{KQd_>iA&(qWdLTFl0VtkiQFeO>W0x$s1>%WsshA^YBtYqRZ^ zZ{aUuFp9IlZvVz!yGqP5k2^KP;z^`A2;VZ*@~jh6RA-_y)YnpHr~bU9Npf!-9QsC- z!+KnF&2ArsU)ZyAABx6=`o6&vub*oE6LqdgMLNqvLa{%GvJbR_PB2t;^fUspv9VHx zk-0KGiCB{lu(fsEJOoMzh0}462$u4#BJ#3%Yv^;6xFJ^^? zGRs)J`*p+pBb^cxgm}F0t55Hi3Q&HayH0U|+dRgW--Xk71Yr?D$I#;u0~E5&FMX{H z!ZUtuxT2<5MIwgeXDUM)cyB|q40YN?5pbGo-!SQwzBwV=Tdeh2UiYma|Cva8kb2=@ zDk8}0bbp7}&0;eb+dXYNBzESzJ8DFe?}NXUz3sHBC73YAtSnr-Xr5axdG*7gd9uds zRNa%iS`-Z7yfm6s(cTd=$LVE5egBd{1AEIHmih@9aRUAp4lZ;~QwMxQskClvI6~$~ zV&Q%wK(^W~5MC)JP3r`ULB{b*Ns}Z<-gr8!j@_P%Ex2+-HspB6MM8R59qJiYPy|gnSmMHG`Fg_o#NtK>vym z5#N2kUxUDLOH|Cich&IUpX*wMzNUhDe1Y_;=1dRbIbW46sR^K4VtP_nGj)>Af zec@rb*hNij$pNXfb=S%LT*Qct;d-&&+mbC#Yna@sELMP2CtcKL!WN*?E!8R9D8Kf8 z(%p=T9a*3A<2=h5HQ7!5$m!5N<*SVdIhg!Zuw?2gcA^5=U?YEQq}1lXS!`Ll3^nUE zQfUpFM2;PGBPX6GvG9eMJYdg1K~EV^@jg@Ler8A$p@d}_to!a9HQc*xiutIOsvIGR z&C(d4kv-&qT&wACP_q~w+Z9i4?I)oFOdCPx`ne{z%uw!8!b`MMP>Od7wUG`iyqeti5LyP*wP}iucz0 zNiJjeOM`<9qB@^l&c?uC>OCH2MWx!yg5!khRV`m{zU+WEdG;7d!NzmK_3)DS&MDPv zw>O;;d{v_&LKWeX-BFN~OaQ>UVq25{0k;7XCrB9)VSkfa>E%8c2o3ck$_1!Y-%BLi~; zlYe}{&xsY}6$moGH%O*#M{-8+I##p8WuG*DR9-u4%T>)^8BT@8>4u{}=xOH}6E%pP zZl}qK>wB&x_pylM3g%5ll$i^|O_M`{X(LNa5)$No?3^LkDb-b%LDsFv)+btJY~@nX z6s<03k)rU-`kvY09EhA+l*2;Lxd+=8!2sPdH?lJ054XGJ4`vsFYEAk=WF?%}6Z6%K zzz9f~Do3$Fr0hMQ3}Cu;D`{DF7QsC^%4aIOM_7>lP|_#E$1}8i>|(q|t(MQJ+xkO@ZeJOwVtB5?b!7iCPfOaUi?cTnE;j4bFIYv;brdSS zxabF6Dccc}A!!WlHpF+c$}w@K#5PcEh=OH+t>Vd(pBL8E9Px%DXnpz|;InlQPAwUE zxmbQ&_=iv48_v+=RDhJ&m~mw(;|I@1FK6{yMTU9A4b%Yh4?auFY)i4J>aTafEM=?v zYx^c+3=zhPw^@@?)j6tn@!!`ruoml~4?Rzw&8xED8s~VLB#`Y_2n&s#W3a!PGtSG! za&}R2sy#*!)ZLdC5Tnp*BfVDMa-o_;^08qF(AWz0z{s=7E+;XzQ{8^sH$ko*7!@Qw z6z^f>-=41t{ZXt4yJrIn@4qdcEQ)ucHuu};lWruj{{ zINPgq3gOTG8-hSWF*lASx(Fm~mJ{el2s;ENF%|KIOK zQS-jZW6+M((&h;ZgE^2~@awL#?bTwcp>1F_DVCQ>#-1RRy=$}&KgF|O{^km9fe;uG z&pL}`ax@|Uk>aZcLhbl4p}n@}rl=ev zN>sUxJ4%a38%}3dt2ANf5tq0bqmb}Ce{{Xni{w&)Br3bA-HNdAU0adISBcAq`tkxt z{3_b{J#g(Lvxn6W-9>h~l%mL(#6K7WbEK=7y%ar+)$`7J@V>BvKLq)o8)N*xflOQX zVPJwHx=H!wY-(K5vSX>>$iOHo zLps++W#aq5YVJGHK;LY11bk*)qRd$0N~C*~;?I@K3qLZ_&)*|Ly}6Jh_?5NrIhk%N zgi(ZhsTN$Jq4mXF4M~bH00=g%^V8!2yHBmz|C^+;)PCsH4v20FaB55+wK8V0}b7no~lk-l-1hw+@Zjyipqf=H|?V zSJ2Ux6TA&7Sl3)gHa)`RJy)wOxME5wu<-6&B1kDDiep-znEK;~ENgPA4utWQ$mGp7 z2@=5-E>E8sZs#u9o>!10B^=xijx~kH$W}qg4ow|<67$Dv`LdBLoos~~kjVffXA)*%PBT`+hd*gfI>fu}XjRcM;wik*# z-;o~%Fb-KCQX9H*M1odUzqs=`>#n2QLSyi>=wXIe4xdBhKkR?pq1^=+arZ zoYpy16Wz^7m08!?ICi16kx{}(jKS_$Fl!`8jF`b_)|Gk0h7bB!!L~mGRVge}OtBV+ zKZ$`a*{Z)7$*zil7FVhFYlo>7DMAIY5+wRG9dP3II`v>6zRl>i!t)EfH45eI?KRS` z1gx%<6)lRRRF|v;r`TcG-`QaM$8UxTx(k13L9` zfNMF4y`@Xw>yms#!eVYuQ?xWQNUNoasI(&Pgv|;kn$jy{xn#>_t<_7%|E$kS?pqtT z%oE~pQ%)g>A)bV8|HG5?Thhb!TYAI{DbJ=fUBTdZ&%!+4Jp*JkN*fFc* zmgad?v03ufF~^2SZkQyU!A0Ha0U{WRg!=3(RYQ3dJ6-S$(v;x7B;EhMvbkIgevf$4 z*-cPVG)JxhMhEH6RvQ{Un(_o$@1!(`+vnP%x8q-5h|6S(s0@- zjQ}xxOG}s+LgJkK5XB%F)*F%WCbeiJq#Rb3a&T{$BOv-J9;nC`z`cIeAfphtmSNsS z*{c=V&9hX3MI~dB57YuA-^>Ujri*^dPvH$(mEbz~%uT^jxf|IlPY%=WJ>d`|yZB*K znLup-infWMzw5T7-lD6DAaOpZi!_z4ap}&ZBR9OY#n-qedmh;!yvpjbnJX zD;}Bg;c8)bfkcYkQmm?^YSen}#`EuwsT!VcK4`il?n5a|#3vmFJaNAMOTX~)iswy4 zFGrP7m8kU}PtFl8JhDu+4kZx_iU^J)_Lt6P%ou32s!$>AF(cK8!k_-II2Oc~=&p=A zEL%s$+N2z_Z#HK`=P&|Vd#24aqv!Uj2%gOZulBkV)n#pQLyc_8GW;M=a%t(aS_ z%Y$9OsfwStWSSZJ*!qo~Hl>|#=r&OyE9#6q%lw17sMyqJRkzizulSQoO4aU$xlj6; zOB28P&MY5Jci5bE^4wlrgOOj;Cc0shY=hK4KFH|Un;=d;b}P@)!h!p6 z{7oudV`8W1g$mHfV}xiL%(_EMm~OMSq)^jFr3l-7gziZ@7NH_r7xunuWQLIr7sDMN zC)DFo!FqoyMz@|&^HWE0IY{c90J2e4ZZG8c<%0|6rzvb1r=R9_Gd?GB917@t326K~ zgIq&!hxy9}jiW^rv9JJ)Cop)x#OcVfuEyS77e!SOb;Ua;IJ}BwR3@a=TN0x}hVqKM zNj+T4vRKVt$gx=WN(X)eWmKMoOV!@vfK3YNh#VV3RDUL?f$Md(;mt(xH*)wgr2#}^ z&CWs%Zz>p~fFMP|i&}EnKPe0%JH~ey#WcKy^#0tAj485Y7%?%BskUC)%sEjA81&-nI=UwS6E$G$?;VdYMSp^GUPM2CYjIrBOv zQMS)f9JezQKjN%~qkSRTL}r2Yf;@sl7=X`{ywILzW^w|DRq@jZE|N4<2E$z9#*i~ffjNg)yOWX@LCx=g{rtEVnoUbjcvc|W5%f(!}6uN`+;?e^I zJYHjUMYaRwYH$T0z=EAGb$D{ z8&CkmG_g7D%gA15Hhjy`=E!!7W-W+(qb&T4?o@~sWoRAnkmAzU&J+4Z!E|CtlqK|W zo6Y9@IV}edH2LI8g%NI}UI*+DhI9^p90T?%N{N=B{lk#qpb|$o(J7(Nu~>9<9RxgP zpaVqw_6{NBkMsR?$puFUY+O+^v%gP|CS&Dt?-0YEjh1Avj&DvdNd}c0FCXmkxrj+E zAr-?Zh+;wn7GTyndT4gPlMaZACQ~>WiIRpsTi-)U`!*^|j)kUdsb0ajZtPeP_*syu zz7_gT97)sZLj=tgFOO@iJ8hki&Rztk@eHl%^sMID#4+!}ep(yt62dP`tai3%3pnJT z8%c;kRL~D0pvDY%JT&J#O^SQKxy+3ZFKX5ULZ{1t##4FdJ)k1Ugs4%GY7DU8ZboQ$ zudCR=5l*0nGbqOu9I@>kxGTlQ<~GW4=>M&jei|0Z{rJ=9MC%G?D{*!)t?Z&W;*+WR zUH#F_ty3!@q6KPj=9I1~m2Ag8^DS)$gWq3LH#2rMG1crDGhIgP)bFHWwg; zO1qKoF&jm|mS(O*I8yt1U<;C|qv$)TE|YZwB3vDKmo#5;Kv;^=Af=OJpjo>tl39`!cmFpBhNiAkwB3oj z82Vyx^@6K`WO~FP0j}`dKyrLjYb~gJIDUfnn$>H9mu?gu24&D?Fglc5BPWi4zT?=j zUjIBRaXSCRF&|LM8P7W!XDFKvH5=>PvfP%MOI;@#7v_p(|A$LbxWQ$+9h$HiA*(G6 zDLE}jP=x=1X&HG;Sw}EzPsu-X1~3RW;wlZ2Bz%)Yt%`(WNum9Wz%@Iyh^K-l`VnS+ z=sFFj9ds+4=%+ z27Q+hZIBv&GCY*Kv(3Py83jgv9E5AIPh!J@D0*g;y2i}mYoAotCZ-#qz1ehzht?9FV^1@XN*iszaXQ{2h2MY+)) z@eyrR>7SW4v7SKF7n~#cdccGs_Y-k*QPIr=!EVncRGNp%6w5`hv?DLW;(z7br#Nn17d&(J~*vlP47$YBCig%%P3F*TuGg4SNlg$#tNOB(Pt~gJp?HSQ9)mLBDG>*8vZf0Z|YI)kyFw_ALvg`hV ztQ#ZRj}aXvK9E0i@p}n|nUwlx0%l`Vi$X2(;cy|crmg6xrza*3M7hoEVwC2NL!zpC z)1}Gr?zSXt%P9k13Pi89lpI;8`mFo%%)p@nDI+{$j@D1?m)}v#l6FK;XLooN=Pwyl z^rSM5gxqVd1a5`V11c*WEyjYEl8qBmYSvSKj?B}SnXPf6Gv|MtJ^!fkmBR;n#uN?4 z)#SJhjGLN}OiG1XMH@2O%Q2GwvQpX;GZRmS&zIWc5msE?-ww)s$F`Is(1d<(ghAw1 zZ`jFOnqg^K45?)k!dQDp`oX^!44~t8#C~;xYo-#4BpWQjpzaopt7KaVL_P$Lz~1tq zYb@MQFPmk1B`e=PM2Na#lcU8nxME`^FiIwZPP}6~M?W@zS?@{}d~l@{wfE3IkPH_+ zbEz#$Zxpn2MzQb-!eY)=_dS*R)qbYtF1{4HkhOI2<6DpbO*^ojA^TH zt%zyXN(magOwoyb=L8~F0R8dA%Z?sszgbYj@DVzGlm3YERud>}Mb`fjH;SP*Re>JH z-$7$2!3J|flBV1ot61E(0MK=VO_wHHlN^W+P7~`4+Fz8nHkocuVEt1V9ENW0J^8CA zN|A&W3X$+kxhcvdk@Asm>$mi|B9sL+d->qYNsl5CBO~o{5X@eQjUp|;svl+XE6#0t2Ar>0o9$WDIBXD* z)-}?ZD4Hd?-Q(9$2*RF!DJLSg@v|0sZP{zmI4LU87G)^vD0wXv|w|Oq{d7GntSc04=m*Hu#gH z^w8w3Ft4Cs)KU-w#yvvFqfR`Z}>k2yMqH){L@l~5^g-Irmm9?OSd0S z^pOc9jZN&M<#b2|vGm{(VSf$C=rL`)P4#^rglmem*2mLm>F#?FL&=ANsUZR;?igV-nlq(hg(me%I$8oR zk;se^XP|G8rX=Mtyc-AC+gCAxxYwQc;+IHII~jg_3VsLCZ9|qB51r~oYjL=@pZM5f zt?qURlCa>^`Y>`>vV!24NlPP2#-J2n9#)H~ruBn2vnZ8T37Qi;^(v43#f>wAJSbv! zF_=RV5L)+#%tP4nd`^kVVr`~H(|W?{6x<#USbbhVEKZ&Btcvc)-U20@fKUvp7H=Q? zXzrkp3gdwfiDGFFIrs{M#SG6y2Ba1mIvt6yT!m3z!@czovyK+!WJP7d?7l=1%csf6 zl0`jvC~Hl-MzZZNouw;#N0NU3C5KU^{H>_~3b!d=m<&R;7niThFn(TZYW~?anm?@EOz~>Jt>L6+F9LO#gvac)YTyZ)wy2#5F8p z;2aHM(XP~Rpb}ROSkUJk)tJOt;2mtTk3X+Z#A7l{eKuAhjU7JYFjDqh zL21Cp)hC7`D^1yr!+du2$&%o^KeBmx?F_44_~J!KTQvRSTHJ?(2HvN2nE`XmDC{k@ zSziwjy9RYSk#;eU?$ODyG~C4DraWe7h(71hosT?z;su})LVm%D&$R1k>9GeX!a;92 zk7siUuY*!q%FVGpi5K@VuZ9j0dff5QQNu~KTAzq<@J4Xlbz8L31?PF%VO7E<*6oeE zE5dj@-OeTLNoryry+&LPdMQ??1%FPSlu2pHh-ko(SFfaZ=C0IAVVPX0v|)`zSJS;! zlJCbsbb`jo1pDHNMRx6>5q$YPY`O(tDl~X%Fq$*-_1uH7<*j!v2kD$ zQw>K5j3aw~* zik;*L#;-(pB9AZpOEsOy&J&BG`L)U>MS7jzx-D&(e6&`r^E+@B0LO;?h;{<`4?$x#tu#P~EyOgtL!iq|Po3fTk zL@*6r2FnH*qIfCkpZiJmOn3sq1Ua-}R7Gf12jFA@HQ2jaXQME;@5kGiQY&Eedre_< z6VeC$5hmU4^;um9t6O-#KeDuz`>OV2{KEV?8TdnAe(-JYby!QbJlTikQkP}sAQ44{ z)H`9HyU=m8$)3f_cSNfEU7cJSxUVK)=2{9mxCEvNtKdr zF5Q%$TCRE9+Ef>Q3k{5o7UGE8Qb?=1_G$5Lu!4wzdSI%iWXrUD!`+R$qF4T;&ror& zitD{2RBoD#Zj$ysVd#0q{i>v;A`M8gA@-k{COD8Y9<@-VWh?cRxsdf~y`j#r;&g50 zL;UP#ksnV4Ph)WduiR@Rei(k1D#z{~3pKWFI!jvKk<<(uOK<~YB8LS`sK#`<)-MvE zew@dy0K{fRP$$T~96ava(wDg%E$HF8(!Jq4Yj`H+rwRW2y6!^NMu$r&^gg&J9k{lK zVM!#ja>)wgc{cO7g>oqcfUn}-ecDct;m{U~tn<#~u>=4liTezXGh!D(UFI+@-$4$e zZhCB_E`DWW>DfDWl#Ij!Pl~Zo8&G2*Zv$y45f1cyO`Tt4eH{Z0C!dZRk;o- zMgoB8r{-gLh$9%s>%`5WjCRMf74`aF7n%5j`UQM8UN}f_Q)+8C{0FWGdIs+XF*3Sz z>gO0|vbbc2orw6Q_pVGwGXB(uxOsRJ97SnnHnaCcWFQl6RH6kO#EuH3O2?AS^PRNH zK?X4!@Jq$n6B}&H?ha_f^wJWky(y9E8kP9H0xT7?&}b5LrVAL*;=(VrK|McedUC^# zwJ(2F_1xuuJSoakxGjw@b=}c6(l&mD4%b8a)m`&a` z!B?k(l<4N{7r7Oqbyn)xskB(A+)3dk8F)z~szU|la zu35y?dq5k0X#O-&d}Me{(zI@gPu+?)S_b7-L@K7AdirC@$b$LUwbZ)ebLkdZMk`}S zaI`fQhY*@fzePNP#no@e^s2Jj<=RRcoF_Fl zXkghS!WAQ~3OT`VlJfhZ$}*N1mU^r>kELxH;c9fI5(i~mMKReH+X~3)&24enx=GAz zZJxADvHVWt{rn`xU#gKFjg3WP9IKbjYfd8K*4Bzkt!SzENuPqxg27!av_K~#7Fy1# z-XjTR@VnljvRd7Bflb4a6{G3vx74Ix8UjbDMo^}7(yy6&qwiS@`uMdyAyDVIsUCjIT6k%Q3m2zEOm;y zlU-YgT8-5ndIS0hUIgHmz{G%SS*9~g!9@{E7dcIpC2ZdPPDowpU3kH!iXNlAH_Nv3 zY_a5pjFa{5$wSLiKJE8dGQ}8s!S5x8n~r1+fkIC(cgw+jjlW#l@4T`!@uz&cau(go zR4g8tJdps!Ou{zgcl1~2pO~A106?pmM-X@y)Cpl>Ui-{1o$|Eq1~p zQ^Vk&u>(VcWV~o#XI6hm4IdxjQKz$cZC^}nQ7SE0D_7<;kZabwYX(0v2q5$M z82;g$<40Jw>5PJOH}|*n4QSp_o`(?=oIC`r3N`gRfS$vU`6C&7a6{-X-^*`~4YWpn zIZTQO@`xd5GSxp(N#op9qQbS^zo@*zby2b?ouAY1MS|h;4bM2L;(W08fN!y!w0^|Z!*fv3L%ZtIDfMWMiK*`cG-NJ{jw7^^+u*Z}&9^YuwWI5cdAgZs zWcntPr3m{3CPKsV)gi1Hk&7Gs9f3F27j=uegx#y5n)oKYjO$XlGq6ih;%Q0#vN2@=$#N%Lj#GkmN!nO` zG=Ocv@nnOA+~@3N+oqHu%2su>U)RdkDi5o?pNw}ipS!9+0w6-%9F$HXDMrCTa5h-y zdf# z*if7~GHjx@!Iz1Gwkfs-4t32W#M8pGAQ$Ng0ybOTp6Z^dwg`7f6sg4#a^OOtPe5Y5 z3<9!`Id3BcErfa+HxsUV*(rR+?9-?;&T=!xcP4i~_I>ox1M?PvCZxN*T>1#w0}6xR zPu=l@U^C_-CWgdDE|Tkt1q9?UZc~}F4^1(x&MsPX%4>*s12(1FGn3+B!E2Az@WGBd z5oF06h`Drx*zAk`)y}gkY$l$cB}RpVca)eEe|+ys7YX4=N0T3+jYX}MN6bSKs%Xzm{?o31PM;rKWM zIbeHMfWc2Z9;<@GbK`t4M3CE$v(E6^S)oc##?sz$sj46#6lbGT$TJiT^klJ>r;Vld z$fRV*Hl!WYoQB29p-z0y~xJ;udvAr)g*p*Y8ey0v#4(pC3(px7Pg}Uz>t(_)LF;M7tWSD(O;k zhn8oqt*r(szjrLrSGr@pFrU$U+YdT`_rUI0E5PA7aQeKb-j@+QjM4d`I zxB*AKccgs<78j4P8v!?4S%LO1DQJ;X9)W6?TM6QHA16JW+Z4X%cFud&S1FVbZcT`( zu6QHRRi2#-IB4qnr0V2(M6FLnSZt+1PQaiVu%SK}fG_JFZ*z=$(9Cyg9? zz3d|6*E0Q#UbUXJHE%;rrK1Lt&GBlV2DN)!u*ckIlKYTSHm6kL)2*Lt z$XJlpWDyq_5(r+j_pi12*`t))hM3NtkYabJB=}S&@_&W zmxS^JQ!bTS==!aoe}rgZUO>IwXt1jV$IcuFn?6EvhVg?~!q+8DL19H)uiC388{*4; zf^efh?t`QrMwF4hc(Wyf4)(vt2m3fifgdoAQtPVXjifE1AwN#>Jw6!@?(UAA+uKJf zu%I=>j6_#G%*k$pcB*|-u~w_#G?mTCYa@lW`sfC7mSVbtu2Q7V_hK$Hid-InSnKLZ z(EI8&L{wU3Jn_#v-)wST(O}xJPRc9e=kd+-*(*`T=G^YZcNQJk&9IIBsOlWfm0tg; z>2$Q+q$XYMrSl866Kwy|`jrx1ML8zFb>^LHxU79(F+}Mm?&wdfEMClhoYMH@{ODZ- zgh+$l71|78GQD?Bq(9*(S++b!O7DVaFmBs+yJB~!a*MJ!bpB(UCwjxX@Dl1s8-))^ z15NwnQiU8RSDBkhEiREHcqtFn)}7(EKUV5#S}bLml6<7(^G)@5??)udJt;p>Kz^=~ zQ%as&jD%p%iaZlcBl_354JD_Xj173B(L+Fa$v zk5Rn%Rt%Hn+B!#sK^4K3drB7-Jv)r5f5h^m0%yJV^~|OXcxwnx>2Ejjeo)xR5!=?t z32{ie4aJ0Q+HM?ll#8Z1{q<)a_Q&|5MoF2G9C1zt-X8onf-uK;`nUB36K~}7k9=jx znpGc+h+A{nl(}i7S^jQ>xw6_lo~iWFaw`t!3n$K3ZhRJ+n|Zcn&)2nMVcZ_q4__!O z{5Iu2Mq$#xchy=zgKJ@g$mjKU$0FfVyAYdV^88=zVybK7Mq2*Q2F6i4N2aqJ(BwS! zeg2g_RK^OW!oa#%B5t=`J23b6cHYh9&F3FJOwj0&@YPYZa6(@6<@hfz@A^;I2y2K3 z0)CCx%wEhQ2W!QCe#((g*)e}yPcZn2hh1&avNf1rviqT@8IR7hO&6v}#LqgZ831V) z6w4}+ck@ZFZtDT_DnRg19vN z|3zyDQazH$rQx4V&i{%sOA!tgH~1rhPJM|tGE2irP0r>Hq`D;k;D7kJ|Do+hw0TS! z{fEW--{`vk#Q%-1`%nB|>AL?|ymNe7cU@b@ZyVk3%Mc38ml28gtI@#DbCHcp3a6*U zjn(d!=8LK`U%Tgj$N#D9W`U0WT>MXGx4Ok+tBTCa4sl~O_}?*dWA$f?$59oTkKMoF zUKN?Qoy^8+Qj5pG;(ul9{-?zIU)j1O{~_`ISGMkdO1%GS>;9+23rKS__&>LNGPWKv z!M`m0|IaQ)t=~&c1&w|bErdo#dw>O00IT|%FhIl1_Mf-3+4|gxs=<>0f8t0Ynzuc;HwSr^%(d{1biLYdddO5X8wikr-rSkhV3VnUdUnZVlem*&_u*A z5-frYx(ETIw>EFJ!+f;9i7c9QTuNDq~9G1L7G4o3(Pac87pD0XVJ2znz8bc^F#}(YE0x1B2B7k=&z&j=29k%t2s`bsJ^(_+kN)3E11iqR9Uw478 zVy$m7z}LScNx$`!*9%eUhp6;HM8d&=2p|!3&^u}MJ3Jr|sagaL^tbEp*wycNfOosr zH-6x21Mt-q`0BL%bh!Pr*$3%~1iwRp-m$6!p{oP2s^4({@7RDIco0P}*eC*=*bk}c zg#<=`|4v|HA0+T^7z%zz0rg;j-qEWAVXFgissmB014*g_5v$(?0q<;pcg)teJm723 z)>GgB?k5=z;ZRK~3b9w%-m&dBXGjB*HX z+aC6{R$DDzHQ7yYEZg1KMFe#z&460I3{Ia9D2?3L3+&H&!3Nhlks0&^yaF!{w);rJ z0{y{9TbKByR_i2WgF55A!fR)zr=t^r4~PECfhCg&#~RNz-bgR_WZ_+*yIrAYQvrv{ zpvV$Tm0XX&OCv8>!MR7IL}Gl$?6VgTy}bCr74KlZea^ zW`7%=iOT>c>ujS{3Lg!h+4e5XAk3Gx2wxhYrww@pE9^jBE;`95f!2@*n_4cKdbe|r zI|J`K7<7o*1wTX78+{9&(<3@t8IP(1EhGEWZC#Cbk;nht&z{P^%afrW+k(7BQ}L_? zsWWl@pM(W@^5xdRMs2&34Rx>(4VzZmoq4JQIYc_$InPuxu3*r@)eN@Uh%bzoY16`0@ZBkitJQURB-9G8n~tXN)jo z2C%}^NfC5>#(bQ?jzWASeyOQaYE+5{cMxQoKzeNAK<`xJWKhhHvGz-6Z+CzHCiG?L-#0s? zHNFM+BY)B6+xRYDZplKuGl0Q(w@ERh>1q7s;X}R;8f|88w^ncKJFE3C|4}t$byToB_`lC<~a=FP4R#Hzp z$PA6bDr|`b-9@bI3)oyjev2Cta{wl~s$D>Esobh_1)o#YxXjx623h3#RG(Q_?Ev6sdTN6Z6nr%7nPxK6*fQOcx;6vK-!En@90e z=0Tvjd6&r%I!KhmMVc#8Mlg*QB~oe9r6ZZ*0}zcFiaBWbz8?4>Xf4YEy4@dRydYodKiv&|+QhT9pWq=S)C?pCpg}CmFoNb`4P~`zJ*a+Q&F=*3Ua$-XCRX1(;u>;rw3|R>+BV9P0-B~UZ@&3C(3rOTWnMH%o2YK1$ca`B( zU8wBbOUth?)xYyj^YyU#`svv}ozafYe#u0|;qlS_OGL$A1ES)=1DpTjxC9?Q#GPxa z)1(L$g@MJuW4S1r&IkshM3yAdH)-PW&r~$Mvx#5a#I*qOSX5CsXzZ#Xz{tDhM_lr7vu zJ#JcqNn<%57t~ugR-nt10`(wPm*9~T7+}<3P#|EkAg>&Fr8#V3DYrU+K3@URH!DuB zk^skqo&g;{B;cT5C%FD<7WY~E-$F?FpL_MqNvG{zHMhbGDdX@9JC=m7CURhi-U(Z#;11{DX5~IPmos_^!S4MgXa$n zAIdL0HM9E5t(QE81S3p2KBiVF-r2NP@)SCbOBHEK7MplCQWu{l6FL}jS|DQYi8M#~ zm*kIOhGpfxI~ykXjT_gW>JQ7S*KROdtb4q7<7Kwk?;~66{i3h?6qQG$dnQ7kww1Mc zf1FK3PXNjE$uUURr*J_}m=gkq0NDsC6TgE@(sj0B7V+$P9IOfWs2Jth*CH{Zd{eeOOX*mMnA6~!&5!NZ+7S)3EkIvTC*7HQ_wUhAPPvamw zdO;4x9k@VI$$nQM(97CA`8TdVK8I>-gCxWr37AkKzYU z$#=jXbhI)jbW{hH%w1aAz`@*NUIAdQh#}hqeQp|U(V7&-LRK7q0VCr>K zlK>5;`)=nB96#GAOT@IUrYM33$SzOwNJl@HiK9~pxyZ2+7<36%A^OnZRkG5)K}!;S zL$ZnPi%((O7QfosU|5fE1(QlEe4kC(*!FPyJM{Up%iZD7_W(7RlOCM$RLUkr}aXibp!4sqI4fu!D zE^!IKe6awRX(xAAkgOt#+g=P9Try6Ott~|zp^xtb+7#`msXTJ?_yiAGm>560LCl*o z2}Q^g6awjtHeOE3c+$h;89P&>$+JtgDqAJU>uOf<;8H~gL09JtB-0On!$^{ECEM*FnL`r zFm>y9KLC-|L9!K5UW=664#<^Y&aIQJDGdc_K6ngJw*1#-;ygyj4G(`l+U<>HH z;NinJ<@hA0J8b8&nY1-nc=kBaU))1RLzz&y<_hH{>n(qhNzIoyqtAa13;y`m?%&55 z!5}0}KmrOIgrl1^mP(^FVf2Xb=bbB^A zYET)Tq{U<2HnQ$%O>iIz&+fVqk2-p>R6dEdgFZ-<*(4TlEQnJcT{9GHg0GPs0cHfc zRw}Y2re;aZGNPHwCfDrmJCkcT89O*F*Y>+N4vr3YaaDBgmf7Pi)hE%2rS9Ih?|sn0 z2eG15)em=n7BSe}J3hGitX1({;v#&z^Z5)3%LlAoOweA>Nj}4F_}xv0A+iPS7m5uI zcyK{YfmKJ}51W4d!6qEZBzfSiez!`vBaYmf|8^5497$OeoF)j5cJZrp_ON#`>C}r^ zL4KCb0E|~ST>Wlzb%Wf*lW)d{Z66u6aG`ObaN6LYae^$b!4BQoAx8jPVZ_M@|Nqo} zB7;9}I=1@!&eo3WbPtaAUS`T~W8_~J%1>i&wp|qO2~+qzVhRV*ZlV3dgQHvBuG^xA z2ZuNJx_Da8E1o{u$GDOi53$V}Iu*E}kN_?^+F<+J-R*2|PSfi9lSm-%?H}(Sy~J=o|5uY9 zdymDdO5k?5iG6S<9jRbQh8fLeUCcU2hDf|%8cdN82s%Q^|Hy_8=~XbSDEP_TL%E0t zK-F#;{w!kxE3O2+A|E`ppB_Fuj=sSk{pg1cYPh}P$(Q+4`uQym;m~P|+({gV=$B18 z5zx#1Pqy5h%uc+H#IXxBmxP+=8VJR*VOBcTjAXyFGV@+m<>_KVe!?N0*Q8RiGJ*aR z8iB2?6Es)vbncZ~Q*##mQ%P-hKMrX;P2h z{_;!wr=0!>|MuhWUZX$45f;1mtlRN}a69(;Wf9$fjCy^igEXYD`|RjY)9+qE_7=X4 z_+0LP_&zE=L--BvMHz{QVk=O1yK^#xjkT?Q&)c0lYGJd-2!z%!MY_xptK$h;m0-nD zWu^>t4_M}So}zUA!CiKru%DbQzq$peN%G(yz#6>RS9NOPBTypVL0p4WnKQFQ{l4U< zBdRb&?A&X>V1?r`$07k8EZ@*ypiyJX7X<{jPWn$ZCWT1c#6%s=g96k4hD7@C$flwj zRM-YL=Qy3r@H=8w(YW9o%ra1Q=naZtJ;%{k&;2e;UyfxJsYS#EsfLaLD~56PQfw`- z&eLBL@!;M6;@-*qFTQ8aF&xHIETNF7bg2Y|BaX9ec!4~f_p;PJCygYj$VSiluy57J zmUxH}M+zwoCDJij>|O=!LZ#*hlf}I3kDpHX-(}@YKQ`a){_)jBYVkZ!yh?QCMBIR~D@?J5=gG7oJwHPG1lA}tW&4HvzqnR@3TZ6o>G8YqA#W7JVU^ZzLCc4G`|yACzc+~N z^sS@4H|k`>HLTuxLmIE%LL(49C}CXQf`0wEvUlDfqA?^{eQQtg51rGDR^>zdS~%j zWig=@%io()NfYnGyujy>?KD~NiZ_W)drnXR>4>qJBK72( z%kiki`flbPtk6qj!K9D#qD-ex`Jd&Hkq_hMd)a8bG6U_KLeR8MhNO<6tR0YF>t}1X zd)x&>>F|XC>9aiR#V8q>3T+yg#2amTs0*NbcR2I#wqK8ab zon#CzN7wB|?oP5An&5R4e>n^L3pd)U-8kOcd*-WkKDl=+8=PMPze2N4kq{3~3J~ej z;k(-gRCiDTz9{RdgA{p%s}A9{I@KI2w(Ni~+YN*GJ5X{SBQz@b2N}L)PE zoj@kC{FG0(muvw$V$d-S_8{(n6Y{f7bQi$%lf>z;8yL)%WKK~!eBjc(xMMmb_u18h=?H$JUKJnxL-#COqev z2j{ic{dzWvTsho(rd$ytSlvY5{Wj=Gp9zTR_;Yy|nD)0j_|Y934Sbz@S)RUA)bL?g z;C}`z@XyZ99|_zJ9>;`8<7%cbN0scTq=RrUOw1qH;0#sZL z0AwPW*sSFP8-)B8?rcFK(YZT@b&#?Tk91$yHnbS%8~DVZahdNQ93OxXz5XKMeeus_ zKLV)2RE>=r=PLINrhjV38ywLrAiMAyknwJ0DTA zHob&Jf({ST6rrVB1Wy%SN2`&$B4SN9@1w25$t5|W&<4kN5RVb*58{2db3espfTDry zBRrr)%HrEAi7k9INHWCUe}Vq?GL00##vfP%UPiVH6wM|4u3#8FKi>TkgR zeX!5|Z$&%HT`g}nh+kwIA0&&1>aLj}ARb2mo&U6hO_jpb6;wpA0*~sSYSK^v--IA{ zg#1{DQ;{m-!Y4Jk!LT&Y6c?qy`%Ix=JqYb>L5oy;QV?KLZC%*vr^y7_yi?nG3C2WN z5^$LeI`dOTE`yALSF3OVp;dsbiK4iKiUa$G6Vut${0&FrJKfkW8S|FoNw=Iql=7baE5K+CmXA zyP-9jtuo!2B)xQE2x@GZRzpmup&$qy2E(Q#Nk|1ns;qhrY!N39g-%+=@!IXYPxHs6 z-6^Mvos-suX=jrFTkLGyq)Z6<%jQ+;)Mji*K5n&5PHC)!%zkJ1+73?1RN#ZEOjErr zcEAu~APfr}GsP)SS(0bdu*?X-bY@hxDZW4(p^$Jx2bF_#Vu3M_H;On0G9l+U^H~xl&0Tz#eaFB80n9#%Wk^ z38FNpNi2z|=<1|4mDuqSAW<-Xhr!k;DPo4k7DC(@5~9h9=$hN6z$>f(bV%986ob(4 z^@Rm5;qKN8`M9M|GIm;enQZPY>+=ZyCeME|p^{msf~N%FBp@HIm~?5s5F^n?vl-_s!9D=pTY!=Va?Fn<2Ew&qMiGt z6;kosf9ZGoO-fhELWZPrIWk@_{Go^yuiczc&4zse3x7)1706=*ue7g1m_|Ag`~Vj-c2D_$g_om zTr0y9C7lSKR!X6!165UX)xahFRyV%9rfgc<))bgd7|DYNQ@^cI(oR6(bX(kTFk*-g ztJ0F|95H^1aD||P&|~mB0{S84fz#k9jev9I@CNbm1jGf4Lg|E_)TjfpVa%IrDzS-1 zw^(=pr4#!RUlr_6YJ&+;_n=-j?9N?aw+jj$pw5lv)6d|>J$hccw;CgV`bU~0b9~(S z(T~vgg-^x!mHhGh>7oOF*%nyoF=4}KZt9{YwSJP0po3GC_v$bq)uUpR9L2T8gg^xk zu>vU>6|^H!^+Lsb0LqfaagGI6dHkKuyPTW5=-fFz1Bqh|4}-qx?r4{Sznk|t{hL#$ zXz2=uL;|s(zD|k};iEAYR|Ut}=B~bUX!f1sxHF~8%Z;Ak(fAl%rF$gHrDA(c4s3M6 zJoD-A9+SwAF_~w#@EO4x<*bmGP=y9`W>~(s-taJ+KD(v&jyqIy9Q_~>#C+yeP{*aj zpBy??Q#K49{TR-xFfoReV`*da&Ew9;uu!F*68WS>_{!wMuy1W)DbKB~PG36%9aoDq z&1qkey_rzhjFOPZ?_6Pd5d>aOOxxG+7OB>Aj1h}BoDbKwr;z~M(#{}7m89Z^;P^BZ zLdXR8=?Gq-m%x0l{^JR|us&0V%8Uuh`!uDV?P?gnq4%KZo-k0AQFFKnL>!ua zuMRj6JY}kC4r}z(nM6}Ad2?uoivjwT$$+r?HFFcoQVz3PRThMPmkseJUFZhde^45AQ5l;g#wiWWNl~7&?^SjGj-lj^=5K&f0exdb0*g=%6M&2rviAHmb^I zhU3P~_6t^lnu_Ee3+H<RbrPkMpZlUWaU@GO-aU->U#r*7Q}5% z@lc99$qIs<^g&uvVq3{}5$n1Xy~YjX+ebyGPPrvAQgS%#H|PXxw*eK!O@FctWb61% zm$@pc}t~Gr&EJ{_K(WKEwBj^FM4iibXxQ_?Wg0x>z)!ATI zzYS-=p&CJ4A{|XDp(SlV0~GI>z_ld>RE+_W`rJoCw2rbJv3>|}-qAeDllL^;JuPn0rc_#G=?yRHxdu7zihJ12RE>MN5!1tTnaHnDSwYsRC)hvk5( zBNhup2mv_-u%oDq(bS;yZ0cf~gj8w!00T1i;S4LkVyqX&Wd}>v(NpPGT9cvy%Ob)M z4o>-qmu&~VbXeJtM}3mgS*MxIY0lztifOu-w?sNKQx?JVFmuzt65p>RNVSZneqg78UOd@;~vlovVCS=&Km?d%&U4q*t zvn@gcFHS<17-!_TZgYdsSn6q7aS8{^!ni#c2u*%E9F2L-PGn!?`Z(z$fi6KE_XuCKcflN`ZFI#^e@1TW>1C1eSC9))uE5b|b{plA`Tla2upcUZMe zAB8}&wC;l(y~^G)l8qx-8u0rtDR&Y4v|yu%+z0p5UK|ZpO~{PGwbaV-+ji#)!#RoY zM+QgAq*pOzFJouvPDTYkE9xRG82u8OH{^fGhMK5DlT?lI>nfP~3j{Op_MsC`KS-a9 zvmV>y6-69Sp|gA<7G4JVWWdKH)av&86Sro^gE7a3VU59 z8X_gP%GtsSk}CLYKkPI)CqhVHSi~^x%*X=c6qdSyx z!6z1VoIm8!l>Q<27uWKvA+8EmQ;UAXOQuJ7M2sy=G;k&+5TCxJpW30128Fyf=$;j* zck|T8J9J-CroG*!jv?Pge$u8fHQ5lp9bI*Vvul+7%h*BJClim2Nl@et0 z!}m8yQKh3ae2iO4(4Ud>rnOy2ttFENd(*EsC8!lSFJ$SUAgXk~we|hyS;@>8r6Xf} zRlA+{3Rx9?1egP&5)GYE4IpQm+3jb20hA>Kyx~pX#bx*QcR6|6|Gj2E(C3v3?b{tB z3KJc(>0>Gqn`Z7rcRwvceLu$CL3+owp>sKVIDr9A=#-vJHhE18;DzEmj2J=L5BFYI z&05tRkRFRxOPvUk)d*G)(D)$qq|Aw~gnTNPy9QgmqI>|8x*B_w^%tTQb2MSe2g6KW zaG+&V4pbA<*tUg69z1}*V>Rc_X~s@u_M$#~NV1vK0ohRDl1!yjIlff=W#2kh(6=jQ+)qarsn2pEdX5=C0IjhBkgjt`TfHhlW17$N9kU*hLue?{f0R-NV)*Q@G z_EsKsGYI)4L7RPtC_M!KNikyNT-Ae7%RwtYO4amG0^zBJzjCj^{$%kCw!mX%G(2s) zyq{t4)4F7z8->_KbyN$ggUH_Ltd7oYCwZXx)kJ<-de_h+%GS);Wo#*3g(8KvpL0_J z<6V{Cx2HO7t+ zMrIaPrXQ#6G$O|=lKjV~;2EIIvg}sdmd(l@h`I5c(HV&!3)cjkg*7Hjg8-ahq70Mp z68CXFU~-yP1R39XKF0KdO+_oAlVzK9SKP;#Jq}huwQXo73e-&rEwp^oCery1hmKkz zxE~@C(3MAP(R5~XCy^RFDwt$uP>`>iLz{`|5h#cVv})?d@f}{BoyY0I4L8DJWbTAF z%}IAnfbKDM1M;{L%t`z!Bu&OeA-q#fDM9V6E##;n#ocfz%DKQ^lonMbeS_h5Td*F` z%g^nVqEL`}&Z>Y^QwUvP1ta6~!_V0Gb_x3-k16Z^ZhbvOLRNo}5yw#~hY zFYo8C@dpXlC}>J!(WyzNv1B?tjqn{Zd`SU(a!k56$wrBiG5=)GV~pO}Z`X=F#g)-U zj;j7daddJNbEw0-!7Kqdx*|kU&X*sg`9fhs1P=oJ10 z%`BalyPfZ+2!=vAb|TbdexH+$g)e-<&v)N`Kw40ojuwLCVI**J=UJcluRlx{Jx1VS z8fGG^W!MnNgB`J1rRe|?_k-=9q504_6({IVqU4B~6%4w{_MLFx(D_1vQPy18*KSNW zb4nEWnB zBI80CX?T!=ITLtLvi!7|oTe3Lbm>~3Wlz#crS2bQcOyC^SmfE)VB;nTpUF`kZ(=i> zS6eDUP_8&d2frLwi5y3S7$Wv=cwHVfI)W4uMDcYzbzxE#lA?PT=Z)YOlqo|x46X^< z=|r%KQkZ}-?DB7uu2E8+9~t-c99N?<*rx0k<>(nQS?VDY(%fpMc7|?D6XXdxrX0+Q z6DrUk?H7{?%xK9*C>?vOu^`z!yeh6k4Y2yXg$9kyOQTVZiuNA`vib!q7e+LrmW91# zKBYi3kH&^rlv4*TF}p5h1x-`&MWT*Q-UNn&foWZ1C}#L<;Gqdyx*PW(IXx+V5cUiv z1M*oS4!h|2!mWU(8MoNdTPgjWtu&POI9x*%N>XBgH;~B0blNLnuYsQZsZt;_?}cd5 zgC*K$S`6%zXA?gx)B(DBziRRfIbbkr2L~#q7q=-8HT>HrEtFlty1ad`z$7Ov7T(fM z9b=bL7mPHThUB)^=ll>6HSM4!m|zo1`%ayqjEf;GKNlA$^~+-m9~BI5tTgXV&VW%7 z9W@EFRf$(=YYQd|gYW!}jD3*uMIqy3B%Fc)(a8ey$TZC#F;62h(o-C)j;oHcv|;BE z$pw@C2q&1lwOCj`6R~HTsNsD9Co(?+k~bSQ!@62cQhb0f<7mT*0Jo9m3#)IkXcagj3)Jl;MmVGkzc5>;Qdj&v(uAEXGTX<;tC zKvBpcK^UewA-#i{8at1XJ4nC_2wiLzk~@VUabkTt*y}9Pq--}p1otWN7;K9pqa|8G zfTwbg>%2s5y9*i?r~vSOcnVc4JqJXg#){A>S|+%Xvk4IBda(5!#PSk#=A0DXKAmra zN>X_FR3Sy9YWj~WCbe%_fD#C#-#suSBw-735mbdKU1RlwGrK{D+|tTWfx8V;wJ6uT z(>Y;^a83)P9IKMJZ`8+{)u!$#_!)LER$U-~UoK8C)=9}8vN}MR^)WCPZa83PNche8 z7woy!^AK+Hf~*CFxG=+!|i$1ofmT7?`k!M zWN=z=+AJExqC-idCYi{xkxR`N@?u-I*RSxAk}L&0F|!B5tXI{+5E75HSq6S{pjRKu zg=0Wx#t06+F|uGUIE_p-T-EC7UgSinLtgnO9`1#SV*~{XIy})j%jE(r9YlKZvk>`X z8||c~5SEi#GbQ?@Ia*{ClnB5yt`a$_e*1;;Ub=0c;I{qFCy6_a)W>XrfiJf}8sjG7 z^i;5u@jw!3Z{{c;QkqSHK+GMAnZud!eJTDy+iTwT7_uW6CSUS>aN|4Y%v?y!B>{-a zc#sXottkhU_=8BvVz2{F1{@XF8GFa!aQOWWDS+_9ufdro@ZKpO4UF%uW%)Jeiaft7CVwggJS3jB_nr;aAFZ40~M07B#(8oOj(0sZGic3h`&7{-lJl`u4GU&0y!;h zd_0!nSe#fXt6qUjrkl{-91pzD8n71MEhdTCqH?AeOc7sG#2Dlxo@w8<8YdRH5t34h zc#}qtNF8$HV>p8DC1l~ZI|Asz&?9GrrIk31Zyo-w&X^=dR)2dFwF4L{;&MiZ6Wc%AXgl-%kJns-P7PfzuHv#T~Z4dCEYS2GhyG`+m?3q-rgXbJ8 z&j>vO)(^Y&C=XQ9no;PZnJ&JOSQHLDTKWJSC;0vq`iPm-H2S82Ep!00o=3Do(r*fw z(dl^A3OAgoTv%r%6|~T-C}Tlmm3NR#lM$PNXZ98JNy>+iPPMH^wxVINYj9HR?(RbS z{2&YVQ%b_ADsY@3f<9T+tBM#9AdN+{lz6mD$%&VxG}R8l_UvE_ch@&v-+NNQ9L^#ZfE^K}u8!jGT9hXcPUCduqA>uqJQXggg;s;OZzp!?dWcPSj z9=|8?SLoU2bv8jQ|!;KsoX`UDU8xAswO%_dZ9 zmLh%C!;TR6AVEuDU6;(hH+Qafl=hdy@mXF_DbF6R%+3`|pK?SM0};VK6K)0PH-I6+ zbWdE*ZFn0gA4s;4x{ul!7MwUeA>ATVvMpNPbJjmJu{WW(DUpCk3Lce9=Jz8?QqL^W z9C{)dN^{R_~ezO zA=32ADR)LOq@r81NwHw!?cb)d!F6|ED2`YE9b&f)qW34kmp*(*EaE00)ER6enh1=8 z5Y>taGF4YtJCJ&r>t2fM)7e>Qk!Dt4f|d}mfKB_C3=ohZRg9 zjXNY!bWRdU9@1dTa$7M+l8cOk@o48TYU>k>Y!YT4@ud9lOq>Ej9jnO)+8Fv+EU~54 z;&CTauo<-kh9!~x;4UM2NKD)33}1EMY?~j5BM#{ku7OFipDGC|?ii0VI{Z->N!jPC zf?Ae>6S8n$}bogO}3oQzWe8Ml4G&zJbZa65H=?I)netH9h%h|n9!rp@l$@sy^RkoxCAtFLe4K%f zp0mw9(2`c9!0ZMZ?@yDeZmP}?Kx`KI)7Eci>aDbHjiT>mn&|o8iGcR|3K#xzi^897 zmoD1zZif-7XrV*UVdzMBo~85cpuq|{nw@}b$?V_S*SCf?_K(!JyKTjIDzP>8_vnt@ z4iU`r%u1zA+Z)S;)oA|6^GilPqv%e#xNSVKP^Q7N9;cWKq8rtsX;rZ8IBv;u8@0*X z|B>-V?Z3<$b#4AZ9Ivpbs_?dYW;`#Ip{ zm@-P#a7{Yaf&K&}Bka2m(gf7n!PEAy4ji6BZt|u z^8Q%@{M$i7+yjB#E0X%D{s2S$M}P0{`B(qaKX8U@SMN00aCm(9G76>De^)4!uwdkG zgCi0##dAVdTGY2-(4gonm4I_ZQG_!U40O?V_pdVLwp1>(WC_lgvYKjcR5(=OMSVJ^ zkhRdNk&}$722->rb<$MIrO2#+EJveS{fH(gYprx{>&Jqopzs(=zy{erD$1T@^Yn^q z7jnw8pQgj!MkZ`zbg7m$MzQp)uJ*)lNT;d{VD~CLMh;ri6m#BfM3m3dQJ&$G)0fQ` zI$#p3WwHbHOp*J?e6(#pl|^M4+lw!!d4l8~V)rEaDX}79dq>EL3W5b|+IHSQ`E}&j zV8kIJoaoUg@wbVui?C%}*->lis*?-#R95JE6D}#sHBu$TT!swKJu1B-MG_>6Wa#CN zF#L)yPgkc>_hGF@wC_-nH%|lU*ci{9d6|oPZ0CJ4nT<7p5RWV_tuSOLSIs@+4FN}4 z#sdsauy}Xei42=jNgV;dl75D9j&2#pq-84sELiE8%># zxnahSJ0i9Bw>w?f%`6a@MAh@6lxo2iuT}40^4C^9;^hJM1vlpjF&^XNVok`8up`*#Q)&3$nD!x>J}4EmsKn2)Cl{LV-tIu$;D0kcdUTEY2@euMcq$6y;<0@!Yi~!5Eq-uW9U4 zA90+jL`-wVq}&&`2B#0O=UKtNPC3(xCo_zXv*5rET%;mcT^QpU)=X$FKBr)6{z^s# zMm4KBq?sGdkDI{cU2vy^l4LMUfGg+qWBMnfxs_QoCVpdH0oo;jyarh;$4T$$(ZS7I z2S5HXjivtS@ZfO&$3J#@8!09;FLH_pGkt1r5vaF>)1)j&X%CDjlBDWs-bvmrS6iRS zIFb}0qA9J(gNpDx&0|VJ1!sI>&!|UqBI&Ub1!DZKRn}5g)DXnul$zSISouvO-Dtum zJ{1;Z^Fmk(GpRtC3k+H@kIl@TDwU-Fg&vdZz*c;d!we$R49P26*~SsB)#}@k*xk$W}lssy}K;iZ3 z)kDVGWgKt`dXfgs*?3j4+j$oumX!a&Tb$EhC}@*VJ*UU2ZnUG)x^$#z&?uX}_+yGm z!ryWBuBhZ@qlmjgZBi3)ualrL$R_bTtaxrL{$?&QDv}}p_EoO?{dcHPdsOEp~ zf$`RVfqqYt%957GYKVA$P3?2;>s=&dpG-W1Eh6nCdqL+Ib^e9xeG+}~#BDk3@Q>u# z8WJJ=T>{+Z&1{o2md-t&aZYBVEbp?QZ0%GiHKCnpQD>)OpGi)LQ%~u87vf$*w zx)ps9=Q6{xdB!m-y+UW6oLy~4l6cHr7OIo zvDgQWFs7p`#Sa#w!1&z{?!Nz&ozFru&Hjd6^(?0fQ$w#Sn@1Lx)>65OR)*0gVq135 z>-(^cEQ#2##^29USdG8_>%WdNJycLEN=0-fo%h)q9dz!nB7)uh3}&|9`QnQ&T7|VU z+ItIf1LCCZVE(l+QEKn{#grESX>K}eEV%?kFEoB~$c`})$dXG7N%G%JNkzseXvNS0 z0{^j@?BilgbezOxfFb26vJT^+CNIc}HIZwgouQte4wB2cOKJMv(`R_gQ1!{*)atzW ze{iS&A`Y~N58K|RXFm&R;@Z!8?-@_(?7yHcq3UO=_dq}E+?U{iY7<<3hD)``*s{Xr zlEJHKCIj;6VrK~{DFt50tUc!PG$<)W-JpyZS&pK{@o3V@ISExa#3UW+GP79#WuU3v zq&Th+G|?e3m5>f?3Sl#uBI#9n)@^J|YprC--A;g&$FA@W)7_$q$&@QmNZvByF2h%9 zDmNE=zr++q)rD};w~F%&6H#`EW2a;?V_vw7&1COrCalq%0WLcgmD&tRF%t5n+M5Q7 zX*tLPQ6=$catwi-&*2Uw_$HGo&)#?jKnm%h7esFb`gv|n9?kQHjk zwBv+*QiIXBdfpuqHDmg;^_w60f~;xXDy7bLo?GY)Z+~RBd!;k@$}=0k_Nn=6CRq=C zr%&ZyD%`by+%EE09JFs`pJcO(jGcP>4jgT6OvI;cimNq11 zilk9>^<-N@`LLZ}^?d?)w9d(U-}~Ov4*cig zL-jif!$U8C zM0?OcIy$MX=TsJ0lKeyRdr5pfr*M77)V!g#(vlR`IzwZ|WC^*B7bL>0RbGDS0$U(ZS$11ksrK3 z6@q(3S*c!d7d%bw${T(rDoM{4a-n(hZvBzp_&rm0Ry}-pEeg-}jlH+g#q~#i<1fd1 zdvLEb*xA2zy#F$n?zul77U~_%tn#>tAx}+B#0W=DFf@sIvH8G60Zs2TE%|I9@*HAX zh;>0ofTA)J<9&$m2_e*?cS=kjAW6{}7MmBJcO|50i&K=%EMmxzD#+WE&rFp37;HDc zq8iyP^)MyUyh_1?gefCG?N6P6i=%w=WsY-9AEFwM$Pk3er<}*wJq)p+L$sH1O0)#@ zVF;Xt9|mFD>RB_|Hyenr&X9Z(^EZQMm#TFz>VsXX`UFOx2=fSiWZVy}QdFFIhgn18 z2KAjO*O6|);8<~rAXRgxi>1R6I(-!tD(F&};jLw+No`TJQH+SAW5eRCu%1^^rv@Cu zMWQkR$5VZ(&j4i_)B(Qx73Mlnx-dw{DKVskE-}>@3!4nxf`g_XbKX7EId+Y8E}{BU zPkspp6M59yy6~Cw0)@F`)#J2$%Kw}Jw(y5x{dHg9$EM?G4X=|n0Cs;if~fgkcuWG?W@Oyf3Br9MO$l5JQj zrLj=A-!Ag7XmXQEOd+#FK4xl)?5u6d6~_afYmP`B`;JA6;^SrhphwjLCLE7@7Ml`Z z;3(!SPy}DmU_kieRfz=QP_x@ZsL}*1h?TMtxzRd4hj1kB43lX#SsZ^@z&V2jNZy4` zWv9uT9r_eWyN~yeW>4UJRZwa%&O7fgbh^l&wtvNFksOJg7VT;4uFlgdzxDh7Hu!&} zN9`UQcb~_5YDedv{b2L>JD9X7^-*H|y`)3+l^r&{RFzO%jOeryf&!9ZBFW)LOcK?z zcf0fa*L?W!HWyXSIR0eZw>Y2pNLUH|bYPUl6p`SFGgiwLpD-qi-u|hnC-#mHZeV=( zMP}bg>{f7mwTTk4gRRt=SvIqr?;hzKk4RTvhQ zz0989hCKo;hwud`*$^ZM_V%BcyI>FO_4t%XEYr&@~c6lJ0ii%P{?aiZ}7_{PeqX z|M;N$vfcS_fL?GK~Wh=voRT#OK6u%l{i6zE{Lzoz1BCztvR8u) z*~^aPWhg}pQjMW?`PLGy)PR*9*P~cK%R?8w9(_f@v=u#fNpR>3L!a-E)2EpY2)wV< z1nB14;bTtH?#MHQg?2ou#!g*k60P`Vf}N{kr$!TJ=8$!m)taM`(aL*n_Ej8s?i>ob zpAS9z5veIJ+~cqOD{umXHYfHLA6tXn&J`rWrLBCb&|;CpR1=!qgPV8+ZmP$L=?&?S zM4%S$i3bljCj{?=j`Oh$e{{-;aZ*l)%>+Jt^XhMJX&*gbqM4=rD!lCpZ(*rih8=1b z^d<>Ke_{Qdt4SxEUUA&n)cY`w%Xb*Rd6EkaCe;XF%1Y*VyQ9J=abUP2DrV#48a`+{ zoJ1BI(cr(J<8*lvg&aJ6sn$9RV$|o=p4*JbH!ercUQdD&reXmj!_HMJ)UK`;atg{j zvIUMl=)UqJ?sh)TJDvcrf!r;V?$IaaT0$;RClWQ@`frFgIiLpGKqY`AKHvX0?_ zwo4JqRz$B#>t?nsad3g=Mg>CoR))i~cIOr2GEUGVi)FF!@PXaRY{Jr6a`S$U6h?J1 zqA2mzZD#XIva(1Son|{TgPeb_@ohV5(DOwxU#b9%m^Ok5*MEev0TX&b>mjW|}OtMh$a! z`>Fk;Fb)6g+Pj}T{SF#@H;(sSaKdtE z>)55~aojRzL!(?O1+!q`*O|Tv2d)O0fDesUjX~bNxMJMOR#~DDS!bZs+$kAXsZmGj zw4~e48qi|FWZ<&hTriRY9?(#kFfwM_v$d(DFNr}`%e^qzKn;uC&fSPN$H_zNpVcsf zc_k+TgKjd?RGDLj+yVp%guj0LYug+u{G{?kuVQZn!9A5a%tqcIG@?cq40x(y!^IpA<0>K6VTU0E>UQN4h*6< zOLC!hqsNH%4i8vVMnMn5;<2a5f|@=-I#l9lln@G+9q5T+LJA}3Y&rU9)pFs*&h@M~ za?fv|A(;@_)$C@HXPK6{;QMN8*|HN28mZ1ADKG=Hetxr>At$}wzG$M1N+7@f}XJ$Mj5=b3ab2iI>N9Fq3UOdw+fBQf7wjw0>hHi4|IGwv0%DAn*? z%EN7DbR@F_ibXtQYxei{%yR+j%uAYSx^aioy0r=ZeWW)%Xs{*gFDM3 zg2QnA=vMbA49nr(&BFuD<9=veBk#BL=v~eKEM>~F`gTV+&H3>amJaHVF{fDna?HOcnNoiiX=US%ik8<$OBQKOwOCledWcd57HMSb)c+1z^9 zvr~uPd7n~;fAyn)e0+9L-yQ@Ph32U##KOENd6wNYm%x?{RuRtqaimyfG=NXi>z~pr zJc{m!M`B(+qAY|*pT7U@Bfi--=AS?#@-no-D}NbA6V!LuO30dFlrrf*wt4=wW||d` z3xwq7=*X&{%3qfK3}gt&n06%>zG*j0y>i&p@4F{IIQak`%}W6+yx;nb->2#66F6}5 zr~J>EjCB4ma#ifT#JBOv=>sl%zcs~}B4PU$#IExV(BgKV=UK7%!5_ebn3o|fem#Hr zzy9~3mcyk<p`@d|qy2-Y_S2d1vReeZ`dh#8n=eGK^39H1 zg_U*V_~_Zv#rP=XeZLKs_-BF)J^oz!57Ya02S2)FBY>}P4~)iliW)u)?8Sc_P17CF zDi>74Mz+lDrTGH=@`Q;CQ%;&;@@!=r+WZhE;Y0MaltoqScMsS@n&@Lk&0>FlpKBkJ z8v(y4&~VgoxhO4HnxOzN8g|K2r_94bKu;E-IjahoKf#=12+KFhNIK%@f`vsR5R{8E zZxuQK`{U#jExu$u(O!7#eT|rlrxPI_u+55OH)8Vd32v|`rzw2+}yTe2_yvc z?4%+F9{v+ZDTZy*ZT2NmYYjBV%ZzjO3OEB2q0X2tYA$ZHG)5HY2tC2BRjt)Vj!Dkg zDYS^6owO9iDx2!5{;(_`?1li-dTDN^y?2$9h^&z$Puugn=^XNS|Lp&=K4!PcZ% zh?W&xw5yd6C7Wlp(HzTw#IHA@MtO*xswY|L21CS6z*n1-0&RH-zu+%$|E7c6Lu|Lj z0*eaNB$>Ixmq@VCdj`*_{BfxFZ+iVBPSUM#-y&E7<>L;vZVnt-l#=M65G|3USuRc( zS||#GXFxT7f-Q1=Pq<6To?5kUqm*GM1hOQ<7KTOTsoC&0u=j@xiM~3o z5^~l*MmUH9j5xI=x&$1l334@dK0i4Yhuwn*pctie8e*88bCED8;F12_Sw4FDVbOoQ z!?>lonC+0qZfDF$i85z*tGoHqoJe-7en|yX7^s8GguJWdnAT2%n%FDfmfqY?*`q`8 zn1qsYd+5*>#d*MGml`g#=Y*33E?>pVRItBFe5Gl+I4OgIrlx%#g&#_u@K8rU`?uTK z#8VQT&z;RO9U;e6395xB@eSCfYBMmAwsEfihQr|zmCxqeL}v0 z2^zdl!_UiNB;KZyq}x3{e3?~p{+|=YjJ(R0SFJJ5_PM|L+}pBTD_0A!Q6fD~K}MaPbjm|WG@8))6N^9$3U)xF=aS(G68+v@%3Z`&Pi=Dk zzq~dMUUCKfF~cD#T{tYsRW~29eknyBkVT^2zjf=@(`WthtdjhUFX}Sh+S>Z!v5}?lQ?IRbryiTDIvNR}GBEv0)YK&$#1Yb3&DX{1O}Uxwhi^Z1sG=8(h_%{h1u`7q4Ywq(I> z3xgN=qNz3q!Jc-nGR5W+k+7AbH59)k;|j)tH?Zu_ZMPU@*=co$q7$+@$Tq|8%fkl# zAf=STh&?5EZi-fWN}JuXr0DcmuyrMDl!46UP45F|Us@GCMa)q)ST$1`kSKv3bNw;G zPYE?wt5!OGcZO#eXr7=j?bO8%66Jw?o(*;==N;6!>M_hJOMO!m5-iC>r>oMlScR%9 zTzA5bUM*=G&fG-Ozj_OzY1L32c6ys-KG806b9-x1SaXvUH8OZhgqH>A@ib0-Ue^>fF-Ib4*5w*nP*GF&-fy=)EqRA+R|2Ii2+H#^PY9*@(GDXD^mOfMB zC6NibXjBaKQsLLYd}>^q%mbN^){8M9Qib z+NeLj4bD?imQO5QDJ`ApG{%>S#Z9R;jmeTI#S!a6r-FS!>UhDAlT?cr;nE%yU#HB` z)xdpqlhIJ>>gG0Vb7)cZffSweH7+HZDU%&jxm9Z7o*-HiGGDbbEJ?fssFbj#Aq@;T zcS?7;%>H81=@g1AM7NISr53|61I zB~Yk&`A;e?!!#1;Ms<-A{4}Cr>H%$n4|@I~)-p%8d`@+wPMBbt4;E!pfld6YjZo)R zNhaW3q{&GzSt{eB42$ZaE?SmMubW7El<^u;#8{Z>xilV0t$ctbVu=b%3M}9zj{A!D z*?@w~yB*=$JZ4Q>1Px|roF-*P01YbayO3zpGTWWFjWvxQfr31)tOyUY5!xkW=;g#{ zl;i3puX*cXWG91yVg4M-!c~rlohXI5m=Wn_u)j|U*xpHJSydo60*ai8Kt3d*CcJnG z4B*1&^XYJcI5k8DJfS~bn~~!rpajsR{1!UdlIaO$XudH?^3hvq{sv0zx14dDF_{svoYo~kn%a^%0O3cFn{}ls12HNiah7NtusH8Bfv=Ri zg&xTCVk)9On&CQITl4V(IwR!~d}fK}44TK`f72vE!swL%&kan-n$+ymeTAk!Q%Y=f zs22nBQp%vsiW%X5Q4aLc>H?Lmx(aKDa>k(3*?^5CFZfIhh81Jn*?9}SY!qa4hA>X= zcTXwbYdHBl)d~<iSTdZuPx@-rAs~Y}15TvlC*pSGdD>}riBCKA|4gnb(OTp;e z2}XAovfdm9jrJDSs?U(#D;UE}Darzlw7zhoy13Bg1?MBjB$Kk25!JlksVv=bnyPU& zta<5>V=VEyIMBKq7KKtziiyzVM1I7h9Qy(r0Sno9xx)Kj+&j7d#rL8a;bhK)sn9wp zbi9yjFLqg-g3s2HdQ2gnaduw9{7xVbD=yIP4DS*vn78bgs-JL8!lBZ2^e0XJm?7@z z6XI$`Wp+m`6c*XBbU|-YoK@%5wxgsO*v_adQCGIMaH^}Vt+qjjs*z~viM^44K`DfeJX56QSHo$)>>J z+uE}EM?QTfvW0h1=&L!m+O|z^L5>KrFv$qd^3;R{PU{1Ni^!T+e7*l}mM zGGTw_nqK+vTgH3G?KCwI1*N#6-6Ei8OQUqE?@&J@lCo2I2R zSM(SPv0%FbxkNQIkD?CWf=WJRk)YQt0{@Z<99)R1xjQjoQ7oyPcO(+`{O1Q$IWZaL zR+%cKXirnFT|H0qK+2|x9qQh_&>}m=hr)3MCYc@v9I72+DXOyHOe-pGf>aumZPv$~ zOMGt4WU^z-;a82fN8227&B$7Y@EsvFzyvUa`7M5MgeVD+SX|PZ*zpYQY(TL6e}-@G>DmV1J?)7#6+ai7*{LgFx>J zIq~L&dV{qt9LlO8%0*UaEc~9RYkF963LmR7EhAC31%cOWj3lW|&!d*ekN^s~^lR)J z+nPv^{Btvc_9=e$LQ!|_T?!B1YcPXXP7g{!TLy$N9tRJ=nOdueG{>}=bec}==&7*Y zC#_ymka}Px59NuH$;529#^SZa?yYQ-0cK**5>`$JOL;q*k;5xP!9A>PxE5<+xsx0T z%Dyg&r}oqGnEEY0O{D$YXI2mho)9w-HO=&c-MhPYc0b+yNZiV2-cVlL*sqK=3Ye8=?O5B|NJ2SHx;LUS&GuR-%m^T zlMn9Rxp%ko?gw{1J$e6&&i(J-{q%0mF(GZKF84`Ue1*X}k}r2YdXN72 znGe@}5@@qft7f@5hwl##7&4lvz|@}|2CrlNtck~yeMvRlPR zV11f~v<}JwFY?jOM1obBs8?J7kYaA44#XmE+@~2@Ddfr|j~2&AJHN_BWyxKYmICwX zcKWpDhGZ#VHpKDH)o*C;zl?+A+zGmv-%qg67uAm1tNYXn$R zSkymklDQK3;sA3Ju@RGKvC(gTGkf(0kwU*P&18MbdH^WlBcy(KPs{POb%4l|Lsk|! z)Xfm-^!fWpEF$CzoBW(j!=uf4h_Jf^xA*^#2$-(r@#{iCDh@hpOY%OlT#F1*xJJ2&*adH# zwxoL3S(S<(&lK^HJ|Sh@Ng~t22!%Le%6fQ1^wh{;Av0~Lr5jbnQ9|wjsXCHT-Fj&+ zODjvkQSvFuED{(T#5$Jjt(vtgA0Y~tvh%w`H6e_`UmjXCkP1o{%0S4K##{C@DKC}FU_ZZV!*5M zggf;;h)cm*h@Ch{DbGS@p641LT@uC_rKQw(<`uxa8?ppMNP_}EePvcatoe6#_D={+ zhIIhK+*{TGS%J7arxu46>zdREjIQyS&r?CRB4W01?UGpEfiCYb_SdI|(H+(cOhCk! zAfJ#{K0$U@LaueVjG1MuVy@-FGR|=$=TtFV;Pis%fhE}|KxBt&lL~tcN*$#j4NHY~ zDN3Iy=6UM@2j8i)Q(;1W@Zhub*B?II;aZ^zShc#o2q{A{k17>DlQVxglTLZ&E0&CN z^LYPdtWoEFFDZyEcTR+jj?JC%kG&8usN0WrLM~u8%YLCtjsY=4Qf#Md2m$SA{ zPz(|xB#BBSoRN&vmCPu#6OPqWc&|jO91@o@oI=TrBiwn)9boiB`W&1jPHz z1SK({5+h^s4U(0g^vA-oln(^*O=*5hEpvJWG0x1a)P&aACa3MkD2h&mUBCm0xP)>d zx)*VY{!`XXjYL2EJ7^Z6+n{+2Y^-P0*K)NOx-EzV~i&JY^(+q>b|w{L@5Y~ zz6~qsYiKvwl_I@pi6v6gJ!{)$Fa`HM{{Zt4`70EfLRdaIy2WKIRp48aU;N=@szrIF)mNsMSHD~y4PLz2t=#Ied+UPf-O z)Hg&i=w)e95i9Zusin~_qrLdJ;#@qV!V3kdU5>Ja-!97lH&ci3h@@iE49#dpyf~^^ zQB&*~^AT@3K?f%9R)m>3GRP$XHVTfbC4Lov}k>Ec@fSO!>w$x37_E|q+K(q3!aVU=7*tH|CnL< zr5oxxe8xisMCOc#)C;X#zuRGEzuWAE&)T=@UAN7)9ZPW_t5Kt)DffP(EKxU)k6u8O z!`Pxf!$~vAbdieUq%B}@F)ODPIbWMxGIXxy9<5(|A{7~1pl zOkI^)hy#SWk`r(`LjwoVu=6lArtiwon1&@c}441@W^KUz?VSe5Iq9E;3?P>5(OUxV&0l)}O~`QSKw+pD5H*&$^Rp7BQBt7dP$_uf733jgZ# zN_?F1U*l$fPT!Y~_h&b0smAl$s zS0r&7fbmwHb#Zrv(~L64LZE;NfxsW6rv#C;=~i4*8@&Z2Z~tx>@?bcSq8NqHgO z(p+D5MARHQ6Nx3oe-P1zrc~1JH&jqCK(*_rH_$lr6Rr`BjA2z#Dp3vFnp#doJI2X~ z&8P*&lD8bD$jd_?qQqX(OyOZ9PzwRC1V;v;t|#eG!N{0FM_!%QOAvR90&T4zd~0n; z76$gJ6mSSSeSfa7#Qm4mk~+VT+^qN86V<{}sv(nr+t$}j= z*fyhzbpiytc|^Y=w)qQ6tw2+q<7@OOo6zP8mZeWdAT}dQA1RJ4iw89c7F?v$V-5`N zTPhow5hKVqDF3_9k1d#*{?8eh^A3}+6*Zr|YnxLW^8|q zl~_8TjI&8m6|=F{{3i7njru+_44fEKLW`<}y!T=Ou#hE+21@#~KwsO3PlsF5qEe!& zOE9V>ajrkE6S0hus`2|-L`JHvv(;Xq2aK3Wy%#lf*m1+7OpagU{= z?PUCV4o2lM17VqHUodavfz@13QsUrDl4L)kyQAh9F$-TAG3XGzfx96h<%+2q>=+B5 zaQ4(BL4KFc6)K%Uet0p}C@x&&S3?nJ*loPac!P1p2cmSC6whMV7Re*hUwY85c{V`EjID1XI^i<)ly(iGnqfdxmFnZ8?*0KX?Y3}Dn*46) zopIF8;7{Kn>GmBWaKj_$n}GNtI{l?a+g&sk-eI~nQcvhWObEOKzy9b)GY|t$kM_DZ z4uAY(+w!EqYk_1`hM%cW!y~V3;-XD+dS8@Nn-0{3fv#(JC)k00)n1+|?!BNey;li= zJN=hu`l_GzEI7O7?PtCBj3-e^hwk&!@;R#i2@dA>vrd=|McL~n9$OI1&&skX33Ju*!}Ok;ftUfQz?7i?>&hH=<$Y&E*3$qfFo~S?cAZ*g1C|?+N`yj z#hu9OID|s+ortw9IwXaSMPWu3tR!#alcdi;0!*bz`7pmiA-t3!j#D^nISNeqj|zR} zs+tm4AXGqAa3x_%hL^gumVQg*k5sCsE*IavN+Db(o@K}+-Pr0GGr5t6k(SIh?rV0f zOVDU5wfIF$UF}|=GPM05Ug0V z_6g)er&kt>r}Og*KkAGY6V?9!ePEv+4WZCF3cj73@|X?)dwCYu9~yvXRu`?0sv!NK zn1w_eUt*U1LW_*PAkd^L9QuOWsG3YBoy${Nx}bR@btQ!@6o}C23!M3Q@`-2AS6C-H zPhsC?qe@OE8wx81$voq}7BEpXcS`H<#QzAW0;sRwdWkBq@|DJ5#l=Hz!I^~9C0MNL zC0iR@#X@o@0=228zHtS23yId^7X+ctr=u7HoJH}OCgo>UYzD=#yK6YVnidzid3n2L zWsxgaDQ5Sf6H>f{0^X*01T(Ou2m!99&b3;POWJyTo;@?Y=>B*S4nC4r>Q_QoC=MyI zJr$D)cSHPsT#d{y_P0CVPnHI)CwS*Cy1zz}Kq#=J0&0jS)m#jx!ogk~!t_ z*2JJhBX1E>*a)Yx%kaqJihj4n;lmcBBIKB{hxi`A62-v~1&^t+b8-==bv{B_IAP6U zixPbMV-2B$`I>Q}&6Z_W5hW{VF!|Q5Fmq@LK3g~%@?j42q3PwM_xVy%nrUct2>K7X z1aR$0&XYuTK^;L8T4z-!T}!XPVi-~RPPFM1Xv6a7j!QegsmqAY)i z3r@VQ+oILaW{Ef`NP$a<)g8rXItaihoQ(!$zgEhCbv;@*C9?_?N*GCUg0gx%mX2?t z+*JAlE{=y0(oAFfS6K5>t&0HGhQK5s!wi-bHddvGEDae+6-Yz01`xwQ*efI;#V;;n z9JqtX0K(%+4Cv%Z)6R!b-440Bs_1r!#L_(h@)ArlE2kVLl!t9=loDNrH6v>Y)raD8 zn|CKnZ>}MY<+3tWM~Tpk#1u!h$@_-(+H4^{HqlPwtRu#-F@-UqX9bwVscej+Niyi7 zR_|S+d{10p5)#H};>EjNwbE48(gKUgFgF^u;XpUa69v$TRzW4@WpQ9wk(EggDX?qGlyJ zITr9D)FLos$ZmBtX1UfSCG&73mwhNnT_;>(6|;=yx!I6pf{sc`?Ne;t3D#T3O06?F z%rHigQstQ@;AxojO7J)$F)d!B@*m%X&X!t98TpX{ghP)E#!{7CkC&#bV3!0BI`gRGe}B$LiJ|VaWpK^_kihg@U>*3#JWO)uXMPQ!mYCxf=#=fJ7Rfm z2fQ1y;uf}#E0*iK2K*Jhw(M?pn3=*ZK5)_7$q}zc zvfDT6Jtwog6xtBu4;N-AJ{wFEk&#FpKVT(b=$VbHS@*JOMo5LF(NT~fPh^{(Qg#)H zZaO7P#5Gl1Et=v=2ovB;Ns6|g5v5wd8^r^!HhI4C{Z-s4GKjBe;f@3Ye=vH3Q+62> zohQ~rpkB6+YWSHpmnT_inVDooqRn-%$JCzU3mHi2kAnyW%MRUP3=gLf?OyGC9(li+ z;@{3TT;&{X*KHI88AhH|Oo`~GtxfSJ<*rpiFo{%a@J#b~Qmtw-NQazoO~$c^uNG~c z+1BFlH0iHdB2?c(R$w7Dr7*}aFVPldU6loN+Zm|ElPKOJl4M9stRz^fxp*E}-nY9E zcoA6FC)zrUZe?iC(dOHkP?crla0E+74fY^OWV@0@*k6jB5yoCfhdGR9pQBtM$gyo)H$<(jS@39cI!vKP0BKxuy2E~G? z0Lz+iVWv_91x$2)m4Fmp85A>3E;b1fwMV*nfJGijI;iUQ3q;})B5{A8sFz-7ET8*Z z*>AqZ!KKtrMYVU>`({~Nq#Xr9I#N>5VrnL-GAWra&fs)xwdPrZU0A}@;cwUOH9e9x zSRpC`>W&|QJ@H7E@*`LgkGROxqhk0-l71e6GWCcHJQ1>vQ11xY$|SC@@{|`>_1HYu zcm(15D7h@hjjJRNuVmjryHSKhFswex`o#~P(toK4FP5Nr@Zfk@#(K`5gD#6?6ltSh zAl@Au!4f+TW)@eh>FjrpyZbLOwpRWfcKV)BWe5onl0xIGo6CuTwbl>V)c2Jnn5Ea< zTq?RlRjjScUt(M^pRdBppQ0%BqDE+%|1 zY?C#~4z#cMq{k?MF*WY(cYYOBMzs3`X%oC*=3L{h-OWeXzLTvYFSLUutf)wf*L#u( z*lV7qOl_@hTg~G}Zc&kSw2`)h=jYbm?^1GBDP4n6khti@VS8UU4RMiC_$t76qsmJ$ zMXvEf$(>rd56hx3l!kAllQ+j4vx<37@O^)-oc8-K^K7nO65QnXz_h4QCfVx| ztz5zEa_rP#ZyQN!@mNdEnxf_vje?;dei5{qh4M>4g`lBvEc0=iQqmD-4T%>`>MMw= zBg}OzU_^Ay6QEOmrM{9Uo_?nafHh}p$K;8EIq*3toZ0IsHp4BX=`uTuCo&O(fgsqF ziOaC*>d!yTh@?-#k0zY(b&cx+A1RJc#$A=8beTM%Oox(Li3FyzK*DOzgzYEq%0VZ5 zBN0bbjx^X!Tn9JRnPTLJf|%ZC)B<~3G-1`WQnJHB?FrC>9#_82ipL5-#GywS(@V!$ z&cM!h8cByU3n0f{D?^v~g~$g(uU=8PMMCj0NjquJ2#e4(RYfvWS2#$9uo15J#D1O1 zYF@Fu$K&w+7MuOEhW&KHsgHLN4x=LlOj&!z^{5Ms5{PPnbW!0}GA%lP0GFhP0dY+;l2h%h?}beLK}U(HDq*zLTR5%VJ(C`ublV5zFZ$~U{9dXs`T zzXrH(cUUO`t851*1uG20*4pi~RB1Fzcd9X18FK_lEjoL<`};S+JYD+tO{qK&_mAu8 zMA1*mPCiJcop+lQOp5$z{N>?8p$J!HFwm99@5n5(;wL(LXK(NL@aA(kef1EycvTJo z_}>R;*`Bd_%;-R1--)GS8yJrk#1xO;jKVDS0;&Gl5Anv5`vFC5=L*^TV6+;RXE!Kt zTjB+ovWO^e{Jdp^t{ zofcF%BkOkz8b{?VO3pE;kc}OskT}PvB1$@AfASW=Y2ag~uaETcxXvD-Y48Z0-jB+Z zy-trX2vJnYgV_%$?3qZ>!7845viW zZp5WtX!V%sQgo%?x!U^WsYFxPQay|q=U=JD73c3+DaF{kP^(9DKRiU|Nja#3w#Asm5P^mrC0mB^ zDIee4BESUyCJ|Vf!E}Ii`KY9+yvJ_mKGozDl$2)$;#=k9Q=`MAt|{jLh6kPMasI3{ zJA>U6qBBg>iBTaFSIQ1aVw}|M>y&_-TZCPKTck2#cnt3z)NJaOsFg6hn-<@efZcZ@U`fLw49H8Y#AO_lxKK|_K*8O(%BZ<=3w#OYfmb6&Rnfjgy9S42*I?Rn`BV=4- zNYZ_KNaYB}1A8m13Wg#;87)$$3;IZsibCMBk6BB|+w*8`>eej}{1hlJmMVG)Ftf5~*@isE_AQEEmtF&Y;N%oV`~43=UxXxIjnwPaZE5>~J9glh)yF7|7&MH1aSm7$V6oZNqqSJdtZN zU_^wHH)-oa#}qFeXr^#Vc7;ihi2j(gUW?lbVCYN@9f!ms`5D~WU^NG>mJVt{R%1y> zoNe4oGaf1t68=@&{CQ>FE7Oryh4VqZqI{3RL}qD=j)XTv*_2CvsK|s6ta4H%mn(4PBUFCMY6-O~tOH^!M6}^heP2HnsX~r^HDrq^*YKablEsB+w;FZY*#`+#t z(ZQP7@PPM;o}0|NZKwGpFT#Td_t>U7eiv<#WOApe$Jc1xJmPh8cywJ-MsY-8>Ei22 z#DJ9I9>zdWYmlPuO15YN+BzDz0_syRn!Vp(EFh&cJcC1;U}N-2GrMuLy|=fgu%Tp8 zS+yq8l))^`C?CQfMb0y}ibL(mTFgsJTt}1+=horUOj+%!!Z`n2)A|p)FFR-(@l2fH zYf42SUU+rc)Z-TUu*D6ch_$$oQ2~&L3V)!O&OTyc)Emo{8R~Q<_-wir%{mFtpccAM zF&aHo$qgZf_7x(|We=yDNE~jD1ztf6Y;B1rSu=#KI%!gOEVOxbcX!w7n_AzupA&~- zV4A(*6@9&{tuHK>l3Bk0s2*Q^aSN!Pkx?wVNc#cZ!{rAow^mLZ*rU?B5wbE?D@%Xp(4t*f3h z^9?0H?cF%udzr*J_ix&X{{^lAaja;uYfQwmz%F48LVascy(Z~f&t8IW6q7+Vc&6}rA)FV-9ou+Vms$4;CH-MjS0f1w-FmYgZ+C37b*_XR+TNR2=>WhD6`p+d zdDyg4wr(rnOX0H56`;aKi}M$EX3^#iE(BKJxx&vg#Dk<#)}~Wj{W&i78&uTi#hTtn z?gRf!PgNcP$~Bd_a#fkW+?sQ~H}!y2+Q^h{!ZFNO_VH>Tj-G6(AI= zZ<7eaKgFyvEkE2txVx0&j^)s5rSg_;FbH1iXxEK^;hcgAPs{#HBmyAF3@y$>7Swwf_iUY`96hDAy!K&L5Bn>IO{?6i6TEaxLx zrDz>=u1M^iP9)4Xq7dU%>LH4^Jhk$rXCLMfP)v@qz`Sb&3S~)Zk2+CT5o<)9y%I6t zo0KvPhWjS2*-dsM^Uq~UmC!bc7ehEjIOi2NOiO)G2yKpgO>B6>V4_AvELQ@4{^OzM zTdMu72f-BmC{S3=owAMjZI^VW)(cDAUdn_Lr&R0vJDRv-S#_ABV4_EOXzD^p84M>I zeU%PDAmSbRwttZV_YC~(P?8PI6?t^)W=JBNJ<43{wL`G&RO$<}U<>gM zFk(WCiRb~OlJL7&Bl8`uxk?YE2DhrF3^ z1Bt_{-ER=IuupZ7CBkkmpM<%FVqIYS!nz%e`VQ@k%hI~v}P%sGL=9~%7 zM!Np|)HIyv=h-9%Emr;Pm*PNKj%^pR1GmX)%rext~qy@Qu*lC^)KHFn3O@+TpjMn18vQUntx z?e|mAuQ0)IiXe$fg45{wo>2ZqlKX@U$N;R!3iSA(qAdgRIxixhPw-V>s0rEz0iJW}06|1>9vAWO&Q7JJgi@=fG z+nsw&NzqfvWS~M2k0t)vD~f?2%vEKPEbv?^tlqhI=Mza7o=AR}07^i$zxFf>kr@T9 zl&B!@a?M99QARn)HVbq@!sH#xAmOUV!ITVkc6AH*PU=V2RuxqeHc`f+`8D_kodOInIdmHQPIYo{TJz<`p z3gS%j=&OE-xbcC=Oe(pItW5&y5qM$8X!lZz(tCmpmD9kK7m9#YUWqN4z}m>U&y*n< z3Q1qJoNrbP1lYp~3qlJ(KX2oHVwM?+<+ARZBYb1Nt4mynQX)^pvxdbpLu-sC4J?Ht zCx{VPO>h9hfr^~GQ_9*xyb4%!XamFa^7@j4OyggQ&O%QbS27}O7G>sTl{Xyk<5mgE7~hm!d{Ji*C(5?KKhy%m$Dv`&uRN9&XW?d416S8p3**q`OzS;*3^CXPL+K6-G^tuk#b6J80~OLl1hI)*Cn!zQ2F#CLVOY@TIZGpRhI_&xGTLU>cDR@(GcMuV?OrQ2rJORZy# z4jY0utPWfeq+GS1D5?S39g~^*{ZFeHUb8xD1a{`5mZ2_!6E2+=mG%I=#cr%&E9P}8 z;-pP|xfL3VETV>eXSN~h&vNv{Ud;+r!@#2N22a0D6#sJ;jOOvXy-9?v&x&D^f=Z*` z3WwS-;iESBDVuNVAD(|}jsbFwYC-#nc#lkGwlbhQ_fw*8iZ!BHSc(RX)CLUcmncxk zHxw~u$En0{r6UYSjx?X-(q~Y(?i;O(n=%p;v8qa!5=}Yt5-dHGoT?OlrZkeifx##v zARS5>i4-Buh$14rUBAtn0ngjk3xZ5j-YPm=U;IvFKTzeSF|>;Y75Y918t8Pnyz@89 zrW&)`f~K>-*bIcP#MhF?HHv{dO863fVjdT#XK>6pE?43z$5PA`e%Ta-0)bG-Ed0z{ zB%QFml6}+Dt~4PN%H+`kBq-q(X5=Qx#hJe3x;B}oP%3iYu(L3mQG`nOQuU^${#cQK zQNeV8yacWKmHTn1-V_$?4!~wjlri`o>E&fQYihSv1U)6P1k>&-LiFiuXH{VKm;Cr% zp>T#N2HlI}j-}S)eBNG~Wc*v3Cz+i$R>_`GU157UOod04Al^}yZML?8M6i_^-KtE9 zCyZUv6A_6W%?KtFc1Y=2oHAe%otZ>ZbTl=kgkPGsaQPB9Jx~zJdpFaP=zFP6?OL^a$IXN!}fzdY)9()gx-}z1-X~dwr_dvqKj~IKW zLJLHOIcewghX`?KuLr~Xm~|&=4}Ew>H^S&t95_lW!<&Beqk8i6(;xrXjzYB|VK@l+ z`vDl`J0!y~KQkp+1q+^lM)dB_?$S>Y2>u{#9;eeRc>_h^TSwP#?BBe#w|{7n;OjT` zZXI>IR%k@1$mm5MvaPFd>nqGjB+1wd*wt5&XM~}Fgp`)!{Zn6r&hWS`oQAB7(B>Qr z1hJG@VJ3BKZ^tYEU$b^9F$Iz6!&KM3dJJ;3GSf2v%7w^^fNA|PVy`7v2sSUAMGZyW zggF*{>kEa-iIcYYI?cn2c(Qddt9LSFA{OC?+m~TW&(j=V36^z=yb~@cNw~*A)72Wg4kz0RD6a5^`;ZK zS)_#}G8d-WMH|4$0nqge1HyC`mWs-(duEbS5G495QFe*x)1M^SRE-i!i5V4`4ojuS zYT1m;e4_d5(lN$@lDKn;e_5m4_}9n?+warPvulHEYYF;j|buyjWvu zL~7v@t%oVdj%3DZkId#bV}c(7P!^)`ia@KFZxXw-D<{8GJNZ~KpqG?pjS(h&rw-B# z0P>MqS1Tr8E=ZCBNFqxKT(!5d?IxkHD__aQrNl;$Am;PFeju8D-p#FoWY%lF2)ByJ_sK$!Sk^Nrnw(?`yi?U?C z5?a(*2kPNgSuI)`e= z_E=3>r+}4!dwPyC)_PXxlSNMswz5p7LU>rSxZuGRJ^8lgfZfRlf~!1Xlb6=a*4EE@ zc5iKMw{hyWR>?L`CL9PMicbbu3G*hpc9-A0TyT{%;qjo2%YWwXQCKy1XULUr9u?TV zMVP$f&IerJMtn%HAx7z7C(D;;F3r$5iyeJ}_HnDQdQwnO5%EOU5hL4lEwn^D}q<(Em*13@NhR7um%4DO? zrV#*39WHTOwj9S-5BtJOka zyfrhofr+um2PLX_Q#kr3L)`R14P*}nZr5so!22-^RazSErsF|ZX~N4PR4XuQQ-THB zt1;vdi5`A_s@~1xgT3v}^%oNL5R&d=Ts(843^g<#zot2Z7(Vwps9Bu+$;_Lk)sl)~ zeAPd=8xZQQI7Tn80g=gV!9c0P0%i!oB2$d>X&6g{LWC-hp`({Jg~%z7WaFqC!DsE{ zH9b_s$~-WLuswR{5%<_rs9r8N1jkE{~0h9|wV)T#k!aOtrdzxCax7&;{8lm?;9b-|AqB-3O>v}4(1 zp?c&oo3+c-*R`3tUTUanx$Z)>&TF9vRAtb%z`UvmI6@YI&R{3OkgCSrqio?srjg#C z2kdNbnDn$Sqr+uFV2QxdrDy3xC@5&;n0U3f@KQQ0rZ^TqR0X8qynLCjxiyel)Y^k_ zmEFz=H_FV1PtwV0D*9@jouX1pO#4IDbhuNNsQx-3V-B{J$%9AP>_N(Dmh>)IQ9Tq~ zsbqU*KgXPn?mpFTdExoE_7@Pw=XGH$Y&mSnS2LzaMnBD{c)GH1%U{eK^PJy;)w`^| zN-RfZ&Tw+CFW>o`>@zwZTDCx{w{P3oL1^okvN!PJb&SGYax$YYZpZ>oh>gkM$^>#> z=Dw4qzM$aQTE$t|HWLzp;Ob>nQ0}zC$Tv9Cnk+2>0@w{qilPAo$$R#F!23fJlFsfW zNxtWp4=T}ZiWdT0EbABHtlri#kAgdrIkURFS#VjhI>Y7z${?$+0u~2mSt64GRz4F) zbG4isiDeC0WIH(`1uulN3oUn8ID?6x+tAy~4BxnYL)E{GE9T_-IN7&Iz5$9Fu5Tny zvO=B$Sm8COktF1eA^$$>EY| zHTg?%f?!)HPG*oD$?|u+%)|!Ctkx-b+1BNc6JPqUfCpl{mTDVC7?QkoF3JnGiy=jWeLB z`c0K;K~WwhcImO&!8JI4evtN`NM9Qu3{qw(-g!D9_FdW+43DHh8fgO0`;HQjh>ut?hvfH%#}tMd z6p~`Yd;(ir&pQ>-uLrNOwe`H?4sN&|r|V=GD`${QVMX80ZONtO&Fi|Ls>Y@FdMo0{?!du!LOw+znBamV!q6(e zJ)Q{35NceN^ayr6pku34Kji$Mj$kiZV3lAR_NLGz z>dBXOxDiEM++JeqqOcSfGm%MO)oxoJ(Ar+!BtqRAGY^9&i zjN4PscF)Yiml~r2p=kvCW~T*qBqZr|ZyoGDc>@2B*VEQ-%coZR){sK8_q+?p^^1~W-GpY5$+*J&cZzxxMu9{N%le z9E@W#RoHE>s6i9ZBE{cS-RhUEkyrjGI-!)LkE3=701az^b$Fx|;or56aomr5Hf>7` zl6^oFzfH;#m3U^zw4?}vC&Iw&esddQZ|`{TW%Ykoz9aR2tEQrGJ}y&)Q}GOJ@jF%Z zmdMs^qb4EQ+l~#8JGxwWd4eFCxBTa=hn*c-vFP9wB0}_Ua%r4a6o$L_`>9~!W zJmq|1_1Q!i8bx3;r9EUtsMLwbA>p# zk-r#!skVcsNDODioLH8YtYL@oGe?zr2uQd}cNLk*y^E)fq|Wh^XB4YMZ$G*&^AYbP zN`uz@Be7GY?G%JQhI73s)T<8o!q>7n+~?nse9T2XVee2|HJMv zb?Z4@#f_P56so37!yzRa9y5rH0|v=JDk%TxM^EafKh+Xae<%+;$YOD@$m;p=kBJ21xAo-A zeWFxW3B%I8h0Y$f@pG+d(S5;sqztHYe?Ez!kLi^;Yd#qgrEPxr)U4P zJj&1blI?mhI$x$9o&Tq4lt0trb?AOBjeD>)zMEgjL5F$_!hbNrnh?cyJRenq7fwVv zo!>`Tpi)3m`HN(FM!I#dOfjgz3}C8+l!!kP9R_uVw)Y65)MR~l9NCkn7?><|&BmnH z2d)pUY)@s%F$~GP@Qg+0dTrG>o6$*63JUiPA@qYq<=6!6VGs1Qq#@Q_)}1kWHOYpl z7Hp$JeOTZZ^GG%C%d_-|rs~X)WSn|6BrGLU)@)mF#4AN>{fW;{=o87k<%LUmp_3+m zyugpibD(KOEpy4i(^m!6jnP+SOiP#zO^|9z@vY;h>ZsXFR{T|tU@H{S*~IbMWFPt| zmCTaW|9#LypW=U(S2%rOYx+6~>F2QvkmOj;K}dgs=7>uSFF537mswwgO-PXUQIT3| zZDRD{M&*$kbdC$&!rn)Q=EoRZMI%>zq@w-W#-MQtxqQquO$AAGRg=9bMQo%(DFNhL zJ{6vAPD+IxQfN(GPr2Y~I+pfAk6SJxOZ}(78h=?;WQrv?^J)-6IL%IW!ZI=u zCK(Jk6vigVJiK}w(00*sbjU3u7}%vywCd_=`_lLr)14*HmZ^%4T8d3OYF@&N)HgzB zV9SCiz)sH!4xf(EZ18!-SScbL#A)(%T7m#drZY~zM1LMGHp?Ry*CwND$@&(48%utc z!Yj2QOU&GWjW> zNZYW5v&5h^s8tE35M9|ss|wo_`F6UCB_ zCKz$`c3WRanF}^^Rxf$E6ZU~i1af)UC+SE8dYg1;Zc~MiOcmwgX##{uj%(Y-BxIQ7 zo@q@}*_2u$F~c3w>n+szHACz)yuxlLsP6aSoA+i}IsvN|Lmbr$%UN!|{fB-NzF?Ir zTk7Rc`lL_O!RFg^r#=$YRf#sw6CT`sM!BAM8wmYdTNi$=<>^fZr;UIR6%NqOF58&&1FZ0P0 zE{{u`gkYO%Mw%!|zHdSBs}ezVAn4Rf)G=-aI(99M+6uuzx5-hg3XzH{!mF{$5+pDe z-VmM3L4wZe*y<>RcRH2CtPTd zZ3L-)2-*f`#A(W=7#5g{Aw)j{j~iHdJ0<_nl9_m(OJ|wUbTYK!Z0vj{70mSyj+&)R z3{zExFKVqal6M4Blj48K8*-mDX;DfF$B8P;7k5p8;K>%V4xMONF}P+Ps43SKp;A@4 zZt$%X!ic{=&XpXGl8|;8w#}GIc6il7w2s4)Qii&WYey-KPu*n z`a7#ghx0~<2hSfIif{`pN;x0x$Z4}e_P?yGGm3hr!HLM@D5`Gvn-x5CmIz zrn1Feb+7Pl=kyV61cqFz)@1!`med^Yn-lJo%OBUP~?(0yaV=;tJ{9|Ki@s{V%>}Nh$a+Dika=S3|+z zUQ;Vhc#h0sJ;t|9CYYPf+`S5%9A{~nlzmLa`H1KkwwRd!$058vo@E2mlIfk%sh)F6 zylxa>)6nvPWMtKe%1u>Oly(@C@!X>Ggcdqsf-ok#+g>1_`e&azQa z*H7i&Ghssc`2Ww|p8&|6mUZIzH*;_db7bz^sjfb%tGd$ZuG|@5CNm5Wm|?w$Y z|M@(}`@U6ORh?uK!2fRt-h8X7zu)hBJ@@mx&yyxuGbKf=Xi&Ejhl!C@l77@QEW zshTceQSQd7Hk#_@I9+YUBVvSfk$OZ0k%c3hW{v6ER7?vzde_N!C-JG=t{HbASHC8(r`Dz`I(fKJYG9uxi!;Ox^V8!AfQS zot4UM>WF&*mT`WCpMpl6Yg3ZW>y4*hdHj{9T`b7qS8CJdEnkZ!T68|D86}F>-J>OBH^nlDv*8nZZ}%3c>IrgKiwc?Qm!M# zRE>7j{fV3_r)D(M$5A_E#Q5=6TjfnWPNDv}JS|&ZU2$5YvOCk($p8cNkbd~_oOYur zElm{74&SXAI2Xg22$j3zK>+HIPGGd6GZgSs!qq9_U(DpU6BAPCzJF}Ow>@nBl7ok) zr^TIe(#ih327h8s=D}A*Nd=3F2EMY^=6qv{G22Zs59XGdRR;2fKp)09wmQOi!?&HS zS1s3PT04*Oa=)C|xNDB}K3n6nOY_I%yoR1y3w1Z*sRxTcQw2=TDlrkks!_WtFUohm z2XAKnL*Fckt%)w%=QOJ)$x%)SRXyAObyd7T`_1W&?CG&1A(-qP#GiYsD^oQy)_1xA zx%6g9mgJ96F{Emk6sEk$07P`}pC90<5)Q@#adOI79foIW1v!G_@qCS>%4(X_)`OGH zNg|n1s&WD+QKSw3Oth8|AxqpE1CW7$_Z^LQjJKarONu3P0mYrC=c3c%y>oTV>Jn-e zoOj`7S)h9ada!M#wQU!K<@vu*WKg!}Hi`*zKV!CX;7+LDT6 zE0UIP$xN>yM2?R(ygN-C-H`nAuwN6Jd z%WChai35CE4kxi%Ew*DRR5+*HK&eM-e!QaK4s!KD*5@swJ+z$s@`5tTd_4bxr6M)N z;x8%o8ZT9{>g9=++@8uj0r`JMF-VgV7}J;HUXgz|$?Q8d$J4oW@y4)LSItk4mqch- zB@o{hY&4pD-0RRz*)csZqW!9uRGVOJa(44>(?%Lb5ha_Wgn#EHLJlCCSFaEOB<3PJ z1BqIKq)4;O-=wmJnGwbA>qIpa#*m^0p^BKJzw8J z>r-<et-pWJP24S^oX@q8&ZMLIlz7U@lQA1I$=xuExREmumW3 z*?6<)6{^Ni91aJE+j4x~$6(t~Oojbw_$#2Xs&$*_g=(l*BKjIr+m;)5r)pwqmOZIV z?4ahpgVR3~6*Jly!8j?j#>!8tI2o;Xzh-M}v&yAS5YDt+_+OyP4!Nh!bWbRKsj*RZZGj)%@Hl zd}(#;h9!ZeKx4@!Jj8$q6R?f2W(t}BdH6h1&P{;PbyW2F~lNAAs`(Y7c zz7BT22Lm^j6HR574{gRwEpn3ENP#$5j;PJpm;JD2#jx`#=A-eD9J4Q5*RC*HJ!&gd zU$*7GO{6KYk5Jc=ZE>U31GAwV`Q6b8Jhu{%TixSa6k+HMDrQXnw0HLo(&(w>`rM2V zB@1+sIJ#WjAxvYvTMRljq`PMs5Z*YjyPE-Gp?Z4dw*0esi*esBH<6g%*{n~W!kr6^ z-uKbRw}5*N?Cx$6@qr93H5Si4v;OQ+aU}6qu^bS5APLm@SY_hiuH9>h0GD4uv5i~) zBvz7-->x|?mjRk}R?e*@C!ad=+B36`@CB*Lr>V2dxG!vb2K&MIf6UoJJatcl&S7Cux{J=f1@2gON|Lq* z*Z-x>S+H-71$oK?V&XWz5im>6j3+}eu}tztoe+0-%owENLV%4R6iImVvgV_P!ea2*jV3Bi74iJ(%|b4t2>LD6FoaxfSCQ#34v#`?*F#w<$&- zNX{sr__Ao(^jI!2(}QMtYOa{?*TldEZ50i#zF2QB2TM?|YP|9T<`PSiq#l$!O4S9C zb>`-3n(3#tzzD!2q?cZ5ODIT#`CdnICzhMSQsNms%O@JM$a6=*o=(^2YRn*Df~Ja+ zn#6g>p?N$Ix zM>K1pmV63z$`-0o=aB+v^;RM^-O7Dh)YL>(OeW_*6xY2Q8}- zA`XFlT+flzt)yQ2+ZQzW1ArxrPqL5bE?RV}-rW&fe%KSqwk(>yZb_zFayku6s?K26 z84ZtaKcPwZs8t=bDfJ%K?UEClT60Qc8*9~*%U&$mil)sn-cZ6UnzfFUO#&G5cdPt7 zKgG<1vD60-nTEvpwtxgncW6p@I0e86%hGks-6!xBVe=z3@LNvweOY%7I(YBgvB#cC3KHsvc1OM9!hHkm<*knxR&oyGPR;<}F%z zXoZxM^da8ugjTN$1-@d%8R{%cnod^W#AUp;!vYGoexisc91gafC#VVP%~cm2N%QKk zK74oJ?LlTt>tpbBw66uBupu=pkKC2FOq@&Z-Q+ak-s$^vi^nk?b!e9I;xfhO%NUlqmnj<;NbIvm^-lb77@)cfOC5t3Q`sSR1a7=w=g+ zSDy}9yz=~2%*BijG3Rxj)gYXYGgj09l&=(Je^gG+gi;-z8jyc4-sWzKW=#V$w9I1X z8=Jv+AsZE|;kK594_la@n@s@!v$5=(POg0rqst3kkaAiMu;(;*RsZUd=4Pm7IzlLC z>O0iUWkPZ<1E69={iGb32;xk~U!{7Vq;w2ogScQRmON>6zRl&* zw4+59Q(Z}8?`GAX#3C#)lxMVB%rQldzrtiA+T+dHWtp1Drpf@FRn~fF=u&uVbgIay zcyx!%V^ye2ns;-mx`ZVoI6@d$Zc1smTw|&gi@)-&!w>ib>I;_bW06R}Dj^~^&YNe` z*2iSCwA$r({(=;{%E8IKT`5%V$Wa~Ii}gU&VTTDV-ZfXXoRjxI@Z5XHbN8;~^3+T6 z^5?rKDF6WOoLjEl=K0C(M4Cl&JP5K+{5zafMiL(q)85@}0Tc~}dAJg<8O&6bmJylB zw-}A}_2v28s34o1ewmi24B(I;}^7R2M+Guzg8Bj_jq~Ymq|U~YMQoKO&P@0 zB~8S^5~C+eU^OD)flkjBgeZATB_&d??P!g_5El6m#) zsm5tuF~gW$VV;K2=4^GbWeL+r;5AXdhzw9rB&x9rxq4}7P7-a>h*C|8?3xfh-I&$j zvZ}_SON?I3>8v};PJ}ZA@kM0GQOhJ+1=`NoN#oPM%GR2uQL2qMR~P!K4vG$$hhrfUVPl&}Occ#Fl8mnrWv zB^NS{R!ta*uH~5G+fQ((^%ZWvIFjw&gOy%Zli(}a9%|2z){9D=^Mu~~?YYr9emU%A z(zOU58rgUn3EXgu<)k0NJUex zhsHDAjTNnzsDUg}zFsQ6od(&`!y^k~;vK~sNd-VX1vsrtOwLN8#QfH6G|LjUG2_r; zh+#ji#+j-5W7Q^IAcs6LcdK?VQ4Gum(&{jRtaKVaZtL(WwGSm2n^Y;PFR0JA$rvLG z^li+|+y+j0;a2hdZK)ZMv7E*sO=_^TJ{|R*y+dK?b^?p(1zS5!)DP+6ZfkRc28!hc z3%#y-aO7Z(@~bR27^F(eX_`-wn_DV1Ul@7c*Bea&c|RJ^q;%ML@`+m0O*;?O7iM^x zOqSA)F9A4hfn##9R=Csl2~1#ymTzwQeMil{r2b^7ldi_FwoLAa?^f%KzUQS!++r%3{p`NFGjU^^e@3U%tX(7$3R_~jKC?TRIhDq60tU%#7)!a%N6t0hezmefC zaprWWwx}1)mD^5)gR)@AtIyzi)QlYxUs_fz;qcx2{#iSV8KO~|Yf8;zg+jGZ=m38aPrY1F zOiL+!%}XTmRPBNVxL$^VP@CnlfZ^DOd#lr7j#h(1f=zi)Yf-db&-5ygtZqU7$tpj& z*Pm_|+Vp(-ZK<*ekLo>kyl<$nKZfnM#afsrIUGQ6y|z^ic@41qVfc+^+=@eT3U?u` z?;Vae-6p3zWW}i(QY8@dCfSfOnMymR8jVx8|8qvj$^8d+S9&9)=27{V59dp{`>AtD zvUtfrVs)^SEWn5F-p}QgP>u0i?s=XHJ;~AP&PVLIn&zv_y+H8b!>ojDp=ieMJtFOd z>6~IQHdldE$YG%g4W?hD{?)1l4<26fg6iq&(dlM=acPITS^W5s>|`kWYBizo{y9yF z)tNrOZZd2de}vbkvWBHSKAbzbT&1w+Cw=9ploy$eS&+NEPD5OT+{A%fp@UMgn#+q? z-A%##D7K#o*b?W2vX_}=^-OYxQ1?l6_@kguv#PWLo0yi=>|y0#Id3DJ>ewf#ov!%~ z`WdD<7ByDao)q|~k+!WQ!D8*@A2iWX$!fQ_GBv-_va<_Q9&n;5u(9u_8%_OPPxo3L z4lTOgnITDoUzpXX0g<{sw_?#SUCvJ(u<(<~2@gu~Se=trB}XFlR=IjTKaN&LXy5pT^japh7O{{Z?f7*E2;k%V!F6{8wBbu6IrNv%qMT@GMSr-95R?$&{Z8QrMOC_|lTs>{~ zw1z9jh7{FtSfMVD5>-E>*}kQza2@JQNP2X--lo;lDbW*`uuN(ncBC5m8zGpKj?!># zHWyJ(r=TFrB&Hub?$b4VlxGZT5}d}4V>kn&8+V4t=R~DY&xPVyOf{uW1rMDuC!Tv@ z8Yg>fq*V^5hmfx$(Z`6Hi1&gD(iu{y4^Avw7imNWn-rWwt5 z#NFlnB*X1iNwv#qO{L!=Z?_tRnA_ZzPH)L#T@LKv6E(9KeHcQa+anG=8%7#&wAy^? zu+N!+NY49yDt?=jFz8}-mfT7JPcMz2RA7dQ_q2H{X zsUE=7Bz$>?MtJwWcQpaeq)|?g_C!PHy1_GcoIkBoG)6M8f#kOI@^ZHfFdh=C31|zQGrVfQ= zA63}&=yv(pOUE@Wuhi|AG&;Rky$e4?e)T$0G%0eQte%-smz`Ee##-l1%oYoZk?%an z(bDwn;%t*?5^WD=t7buJ@GKU2Rco=nuw$k%E#je8&+<6uX1%e*bN#VaGtD@S1$7=O zT{Klb&815c_D}60bZ z>Ptyn5_P#n>O2yGltXKA_FmQ2B9<&DM-DA8AjvDSov~VerkQ}o&PW|8KQ^e@R)ZVU z>PswDTa@q*X@r(+S41Pt?3JdTY}V2$6O^u*JbqC><9sFbtu92OP| z&63j1h9Bm500gK3AzDt&v`$$C89s<9L@SToTzjgVfoULu-CPc~$6rs^~4#!P9@18YCAo|HK6 z=V~WZD6B#poaHgjki;xClsM3w)FkF2_BI)bVm(Um_5vg|tD!toKMj@W0dvXwvw(T43ilX-BA{TXlI)B zMTz6o^2kzSQ37~{^hl}M|0kaK}M3aALMtNH$@o620UAj$N#ez1^+dQ5`Ta#B{tgJjvdeTvz*VRLf&r2(U9V{ENyf=_p;LD zbEA+N&r@nE3Xq0U;?>-}M|XHsEiiXptJ4te%rU0bxit+q+A$&KoIQbSzAo`z0+?5S#~3I1~r?Yb+;+~2Gz zh-l(n%}-Zvvr%baoLCn^rDAOW9#J0;3u z8m1g7$0uvd)WuRkbg^7w0fNSOcza_0b zHkF(XPEzJu-2*=iBfl~6Qhh1Bd7tZTqFT4z$$za4QB0-CxHTIIcd43v3M zHQ!6_dB9ptL2a3~p3|6ag(Nm7FCrI^V<5+sCDml8LAZg)>4?q0;2kyOR4`4>I zsoQJINo3PL3wfGpz|Gt8(?O+yZ4Um8{4l5Fcxwl^A(rx zBBaP7V>zbj7J+bk$M^0XrlbF`A-iT9TL~#aG;GWm>%3x2TRPcsPs+Fu)Y-b^RP^VF zN29yPCw32uy}syrJ`ZcP+#EPL8FQe}aNQu;J=&0LXp+6z%4N7cn6Sf*6Ya?(2kPyn z2}$K@CaS7PCqa@^{6TsQTY z5i-^Q*E0ah+esEQS6E0{E61c51}~N$OE_C!@O%KkUc6m%)TwVPa!Qq(06dW>6Rdb%p+bQPUy3!Ye-Z`~Q=J^cOU)QxH8C}yS=&!G!T9N5JXS(t+dBFllk z=b+vxw#$-2a6RUGd;UwFclWA7qvN?lGZH%lXpBdmDDO>943FpTGRIIbYUtt1DiO+M zWk}aKaq8@7J2=&__{RVvnze7rBjD7)7_(X$Q)~0V6#u#VCnlxjY1jPa0 zDo$cM-VVqgNW45rP8lk<0IlZA4oHZn+7{l9SG9uIZ#vX3xyx5$UY9h>6wN0Infm8V zjiB(ZMUArW_Ylj{LsliYSqs&PrIJeBg9PR*;tH?2C@8c`vOD)DmUEJ!{9Zk`G+%E) zFGwm_w-;S}ejN;~x?t$9FfI9-$hq{0)7?xqIe5RF-HLB&VZc12tpli(4t4*f?K|K)jww0;(-ioeNQ3H zq4MbDs*0s*!Jc0UrFn#G+OrOyhE{UaJ-n>kQJY*@M=VVqZRlxG-OlG|eb?hh>HIoQ z#JtaXGkHKzNWIRoz{k8|3~3aD(k)%PPT6veOiH@FP$oc3JTb9(3^Yp4y!fnU@t!%4 zsj(wP^R*b3AN?&J@!W292vs zJu}m{1R1!3-+YKScV`gQw)Yt@P3-M;$TeXFPk6A?G1b~oRRBC3fb@<})VX~y>*F<6DTG6ZJ+J#!lmzolT zr7lEF`((>&ttge2niZ@8HZvg7Xj+db*(vkIOPHB`sY+Vt^wjK(1wYJr#Dvjp2KAf? zg`wt6wx;~itnQF;&1rQ&C4{Q$^RT|4Sv47a&?(J`E9bgA8hlPO(i%D%GF0u|qKdmq zHUIF#nB}o!t$cK@hB_Hm?zOHmq7>|6m_xN0fIoSozevMytptK9(VC=(LOea!P0z@n zsazHWbq0ukdW_uSBFwVJ->mwbLy^N?V2E^l!(G)yLz+G(K1l zw&|c_tlQGcVnd&=GBdmejHYFI+lx1Zz!c3A6e7fwN>I^|BuHd+17BOD-FI+e%}CVe zh&Cx_lC&}IaZWNOHmxQ=q+Ukxgc%!$oM|xZ!Ng|ZQmbx3$|~U3TLFQB zqe;tBR%wZrvl0sXf+MpvgL{XxoW#YYwKMD?nSvOFXpNh-s-f+-2qVKWZ;H5hqRwNLxjlO(V$hu>9c|X3yOG1TNI0;}v(V!CoiTpY zk7lYX#UxT!YQp)_+WCTINulYPjTklCthQ#=WEwJ9IPi^+j~A1oOmi(I2I;Oy$czMt zRzp$cAd70}hPV>tTCrOuB+cOfe%sjuoAM=OJbfZZgC*^CB2C>D@_RdAC*gN<)v4NCN1-I@ z9fviF;iMFBO+-V{Jnp6J^N>OrkX?l!#kn2v-8&d?!M(FmG=s@NcpMi}H5QPW85-V0 zu=2(NSRp*Q*Vrwn#?8lG_@>oyPUeV&P^V>@lvE~LbnnaWorX#a^&))g)Is7c$pQF1 zYn}VMa*u9=OJ@ttxJ9#Qms_6~^27?EsWO{PeVW)RrnPi0lAu2R3VJBfW@5*((1G;8 zx2|N6_w~K;d_?l%ddn(*&QNwbY}x<|XqSUtbVeQbBD21Lp~brcs`^!s)ePl+tNu%_GK$i zEdht(@Y6~NQUv}4bZCj*HsHX7dA2JemcNK8Y)giDH*DOaBtSJ6@}_7R++ z;WT@)7IbNl{!*4Pl9-;Ej-~19VO+)oq&z)MP}RBmOej+?j7kh~4>CO6ICWDGWKmMl z^J+S?sGQ1sp`V^&l}e0k;r6!42UcM!JkJ_w>5jn5SW<7G`5-D%drP2{!&R8Ug ziVlH{24u?ubBgyo|LZh69YC4K;Pg1kj93c^_F6TKv40X^Dt{bz)n7t^12eq7Ew?MK?0Plv>Mw%?*Eu0)6#NgOb%y9Buz4ARxOuZQ@xy)=G{)zE9y#cfrXNL`816@ z(yU&ze2W*WHd72m;&p{)YRq(!nh+kmJI0DlPeUTp=qV08nXdbBWL>4oB9lG_dctu7 zyb9u9FDT~5+88Y{ppC1Aj@bwpVvs8o7GwIQLLqmmuBxJM`@v#zO8+PmAT}18%S-rn zw(VOd2XDVMt<2ZwP=$(9@1P!kG|ea>n-`*sf@G;2*|L&I&OS~t7YbeIY2%#ugWMWZ zoev3SL-en1&4PsF3gVU9_R|ZNwv311!=zh6X{3>SF&64HBB-O)vBCGPE3 z_UUGQss1X-s7j}_hX^o0s@b5qqiEU?K_Ys_7O-E3JP(1`L>qIbT4Huek_-F9W2(YV zslu`$&0t@eE5Te;Z;CrEMk?5uMh9gQ(NLAOu2D#Yd&y%lZpSODaSL*?ST-ERp|mWx*0v(ccq8k!>#%?7(O({TKS!RRuNcwIezZF z@Xqj36>9(d&EKA@>{{DulJWd56up|K3y<~#XqVVOG46u&Fw9Qel>-+g`&XrMaCfh0 ztl)n6F2O@7gGQ%6(4ZX$4{0G{soT+%P_w9Ii1ky#2_zzaK?&XdJrm`LiHY3QiUhpj z>!~|6soTjWXc(Qb51C|{)Jc~$q0HJct7=UT4Mr5WJssA43rVHA1#uzFYVH*uTs#^h z8JA})+lDQ_4!!=E1IMuI^7Q18P!Wc5&NI{Xs8YH;6B92K_|mN0=2R}4{ZYdsB&v%% zTsAdW*SKILPIFpgT&W`i7sb83qya|@EON1YQA=O4=EwfE*5Z~>`clvRyMjxR4f_h! zR+X1SBF*iiL5zX#AycD#m&`_&ACgN00)8gr-x#elk(kvcQJIKLU$Ri;w zF*KI4eFsw#ek8U5(Lcq+tv(Qe$+DJQo2xG=X@OiXXBEr2v{J4n-poDUi(;E&k8x_I zMNocgE!Jv5>eZkL^4pjlA{F*d)CF>vYE=nYAO&rTb}k3wLRdw0X1=ab5+^*9=d{)9 z7|(enh#6+N*-8jXz*Mqw$b|%bDpGPF^!)br_T1f+Jrr9NP|1E~G>p9!PwWfRz~Y9u zncYe1C<{x4XgWUyT(IN{&=*>gN=)H*UT$yX@=T6ipRP;TNVT~Tc2f=m@}RmYhIt~Y zx^k1G1Rjqgv?!RF$8-17qGc}d-Fx@!oTQ>(*|U4+o_#vf$$bZQ?%pd4wR*hcx%)W5 zXtu75?~$kWxY)6hdt`a$q$sI8C59)?y9C58FZj{76ois(y=0c4eZAwBgLeGb!})`yLZNVo#A*f~%29&tCcMVs zzNk_=i`F?H{+xt;?(P-#8BB+N;tEEI0%gn3$w_V**^@d`eNe5iLO-fk=;4u&eKB#- z(Xzu$EV>4=AdBx~ki>BIW!FSGrs)}f=2Y|9G6Z$IhjA!+7?%|&t7|bTvDL)$Pc_Np zRBz4JX4D}&Dl9tZa>bc?3xkU83+1;R4n`3|RoAB!q@8Kfh-qPEH$4!9i(+~BGLJ^V&cVc@Zb9K62{B}6OF2RzLf5==&7XX3P+T99#hiUskqJ1C{f#Oi|3c; zmg+ln^Mt6BJ(fcxrZeVPmLcBVte=V*Mn#RU*5|e7Svux~(a?>^a93={bS+v*LSUoZ zoO%w$An5n8x*`jgflY`@u`JLp5j3u5`$72`Up`7mlEF_&nZ_vl@S}E8^9f1-uk{mZ zY&C0-XlCh|Ww~Dhaoyvn@w=MPc7c@?F!)8%$r*c*9w>;;SUnErW%`&&vT8Q1I6{{5 z^xcx0$+}_uImQpUS(Ro3diNJpJe^7M(J>T?HhJ-s>#>A0A=;A;nIo<9FL0!#swVro zLb5LisFzqIL?sHV=i`)0^XG+QfQ5O<)E=aIPisLF$rM+gHug?q34y{6Ri&}X%_u`B zHA|=t9NbaNJ=tiET?Z$3tu^~~rHAvS=#b=4PuwN)785>+SFb82Y*y*<;)^5*>VuVh zSQ;m9Swr+VaaE5OFWRYG&^XSHW+$7`T?^Cm;1;#!Sw@nG=Fg0?jRmI0VXYd7s{JmaHD-m-E?E^Yx`@&C&YxF~NZ*AreP`Wdu@>TTM>f1RE5Tcqu(o z)3C64vo?{mxQ{Iab}h|%0m4{0jex9|)jc7sRYm?dt+P@YZV+B4dE~Z2) zy@?F#M3rSQFP;ttJYy2O?syg$>K&BZa)<1kaH}!iUU%MXfo4)xdI14tfv&Z(o_*H( zp0%Ymn};6pRU4cUaa$L@Le9>MULjVwa@^1Kyg^Gsf&?UY;Y~y+uPSV(t>-($edT{r z#cxr~%8^e_)lSwmi=Lm}Nc;;H0cVE=<$hH+M?*xYekZqJ+N!E}XpNbxDkc>`iaat` zU@5Me#AZv{fV%7J42-FrWEvLp*4jX}8~GC@4yvJsNO9%4#bjpWjW zK~8E&@nm0Hg(zdC!(D*J3h6rXR+Hk0TChlCcf_m6<5WfkF3u;43k@bYyQmhpv(R`^)#~~8IWoO0SURAF#r+TP4HQf*p3s#ny zX7$99lUmnF#I;HZN9kZH;wZCHlra}Xi_%GgFFHx|Rrh+ZloRU!;M&d?MZ_7rt5e^W zevN&$`LGOIgmBHM+|`Oj1|XqGhA~lBrW=bPF3P4mwd~nkMMs&YKnD&pmy?|7lK3?Y z-95q*3MV0~O_JQDGcJLVS@}(YGnM_!Of4bRQO*jfk~OD?^4t27i&9!HTHfp`Mam)1 z#J5x-gx}}ZjUa?bJ`_4L3~`K`NV#OGkf|r`QsLB3FD<$|pkaAtXKGWDQYKW=jMg>K zm(vY3(llb+mY>zA%HigghPhs3YR({n{&=zOe!+{;iYTQY0o>|DH9P@sqA4+HV>~gc#gLiuT zeNH%ME^^LP;+U#0)q>+!!W0=kMk^*%{<*mrktM_~IkswkU-61bm}mTxut$zhwatsX z?z<{$uKPRutj1zB1T|8>cN(2ojCq=RrQ`6-JvD~t`*{}Sk92jj-U_cYUzfF*BY7bc znR0Mqf(RM-q4DGtDVlIu(8C9=-)wEurX`1q@W*$%(aOxJPeE~o?&)_F777{k{xy|bQ zS^m?xaq@?xU>+Sl*q@`dMR2Jp$)C|>yRNl_3QNW?m0;MOw#q7vyszsS_? zjj{Aja++Ubvlo|_+D^oe=k8uOcxF+E+lgvZM0^nyJyDtne57X@Mq;WbBO+SkK@qwO zB2I1cz}|gl!>7&#iMJ$iue(*k?!PM8&scDm2QnFm&zXbuW^PMxbR=w$Ea>SJ(gE(2A3t8YLA)*}Y zNhBLm$%g3mYNV1-C<#0f?tdtX)9vLibrzy#Ne0bj)|QpDc#;`67^Vt(QZ-mP3hK7D z>FcT!uH-;Kvo^0%R7|X8MO>Cop2Y60So)%w8f7{OJZ&tvUBbeE#8Fdwv^KpgHei>- z+yG{Ipnbh8eUksm6LJ1~p}?|vU`Sa0B(Tb}lO}alrfNY7r_rCtFF{DlEy-p1Jj?Jc zF&aw|tAjm|Moh1aCi$Z!oxFx$+vIrOOWxsyluyi6&rsyijOC%mY8oqp`*fK-l4wSw z&Dv%uY3KS;knxLC)mQU=RVr&y-n zRL#;Hh?679I8#Wn*GSH!RY7`M)~)dTT2h61K|^UY|JFSE|{};{yq|9cbm(uK|9UbI&NBNZRWVrzvG9GhnXD@ zrsw0;rQ;n%*}K_i2*D4;a|SHpq6y%HJXd?HABc~g+dg3lJk>WW3z?gv_Egpt)p^yW zg10Q~Xef|Y&7GWsygDbf0$Wlmkf-Kr<3)#?`;J0dTR5wic1MdcP`jbpJaJC06}#ON zpGT+4#O{N8$S~KEelGiVk1Kfi;lr#1a8PP^%}T(>GI(2cymk8I*&A zT1S5z{8atqv+Y#0m>T(z)%&AhWR?CboJsZ}n6cB?BqVzXQ+DN9hplRA%RCRt*} zh9wO%m;3{X^a<`T*EqQx6DZFYWsC$$?v7MZWG2t5E`ulA^ZKd5DkI_Do*sL-7R9tM zcxtPfQ{ct8LCz zmlq^fM;y7%%pZT;xG7UHoK^F}vvPMTy*->*zRKdklsr+@kPuFf?~OB2IdgR%jsX=h zj6#fCsev#Z)aZkE7n1^P!B#^rnP}2hef1EzUYkd7$oCIm$gh<(k60#5&VHrhdZzPL5tBPmKph;9)ms_+znZQ)-a(&=tIYR3jOT{?mMH z=f#`LEzi^ze2&$H6$tW0J+>&RX?X@fa1N}D=LTZX65W25?Y`0QNHA8Wv$qfe7PMY_ z^blJ}isbJ1Xe&D}E>#%q?59#MUrli)yHXd0|$4L1MSY;H@(zo$HLqz7E1Za@l^$kt75%X>zK~1(Ok(N zG&fwRaICDslK-3J<44!ZiV1#(N1_qT!q9Q}sAXlaYI7&jj>kE+3gbke7RSJ@HkDLk zK+ID@yK6YP6YC3DT3jo^E|meoiQ93^Y3-?aguaYuSI26l=XmoCzC~yxS&+4NkK(TchJJ%M43DH5#~mvo=$*SPoe19b={Dk#8yNdGN}yf zth|0AChrmuR&{|CN5U(tcBY=LV$Q}QmuR;tBlFdT1v(=wv7AzKifZ8H%M#0Uk^%rI zLH=Mo-lH??1yh`WhiyYOp*w>B#WjTZvs&i{D44%ml zG6Fe_g0|JK?Z7ti%ZaFC0}e~hxAB*#&Aj=psqT~ z=P0Q?Px2@+pupV)rT9}WBstreIN0U1n)|!Xgz!6y*_S#6S~4p>(l9$|QZ>`qyMkJ- zpkiIj?Ore^j$0n1d(zIuD52D7FR#FJScrrsu9$ayMEt~-$J31^)i&F9NT!yA4Hq6T z2xv+0MwsMt752j*JQff~$n&!RmG+4?+=g!a-%5}kb&C=mTMfv2(0Br-&rVGt(0{@+j zAG`R4{H7op?H7a5`J0jLemZ@ zg?g$kc{yx{>U2d~6uYDw)x=vXBK%m$JHSA7S0?2Ek448TgefaB5{>6x=TYmECh>YR z)p=G^Y|g|J_CX1#x7C@gC#l?@Q#}m@{CTw|9z2_V>0HmY8v_;DD?Y1kD;lWC&zkiu zUwV%E9@MZ=oi^Tl*vbNG2$yj0#l@AFu32O(XMTb{&UA94CxC;e<}||PjKt`et5Hsh zm)$OBIZ`EcL$TZzhRpLl9)b+n28#*7!7IH7=TzgQ9v^&ufe?Ei&^M) zu7)?eIlV2H&eXHzpkCLNY0IONFO_nu4=QL;s*`h7%PEr_v_r2(W=N^9Pc<#@icw@+?-CUYohK{m4RmWtLF93tKMA>aOj`Am-ew{pU zu(GF|+ub8jNvHLXm{!gu?MU&GQa9C>hoPttCb_Vv7FoW&!n|=Lt8SzTfU2jf^*JrJ zzFNbfdMY;6joilifSaGrR5ge|>IO%>`wV5WIdu=0!D8nmX+xtv?WLqV62feSUcugv z>82@Knzb2~Ow3JLYq}9dPfM~tvDOp3%hJQa1a9Swa?gS94yiV_E=L4oz7B>}YDpxh5W5+9pqsYc@>wJ|kI7CAEk}TZ?UA zA%H2Re5Tb{(F`HJ25YI^MfRj95x?s`el1(G6lAGj!nriCNM$gK~+I=LqC#ry= z7|(U2x;!^OJwq{L<}APD?wx*)d|OpJD7`b;%3YKF1^Dbc$N-Kuyqrd(k_aMgA)r>7T+Z3lu>vym{I70G|ibq9dXE0!AlK7g@-7UJa+6LS9Wsu8hiK)pb_^HlbC)rRIUuTIaggcxy-+*egVeNAJ9nPe`5-ZczqC1y)QaE5c)}1g8uzvMvAJ8^Q@hBx{?$*V-iT2qa;CSW z8lnVOKk(q)#l(ks|M=1I+!2O3o{b+n*D<*%aow|6z+|QOGF~<#*k#$JmOOkgh7d{O zZ$IMW-bR-gr1XKGNC=UKZi}VXmqv^nYNhJly@y`(vXG3LK6UDP(G0t6M>-l-A1@Xx zT~4cSN@YCuIIoCWl-JNZC_qqC=bWM<9d2?GPg%7)sntBJr%cmom3EeW!4rEY3T$-F z&1kYYa(&UxW6>w|SO^2PEN>#0iPxtlnczH!P+Kj(Rm%`(;?^-q*&YFx`35v_UM)@P ziwb5&u`+6cAu&M*UXwyP}iX$pDa+`mL@N{CY_G>O{%|OStVzQt=P$6 z4Pz#Ct->OK_EJ}}^N!m<)6|z+jmhPg-5gK_A)Z@a(o!_UWJ_vE;i4R^mjXX0B?2vI ziT9nVt?)RnB(_Pvbgp*Wje$w;mc(}b7CieyF8IOxyQUkhuVuD2|!eIqHb zt%cDgk|x-NJuh~3K?-NabPiYs$8Imsb;fG&NDShEiD3)ZPNLeOVsNNypVa?Uy`R|(%s#f_ z=}p9B9ckg1WL1+z%qJ zxZEJ}A;A~%I5stJLz${evR<56Wfd7)ii$$=rV46nm?yQ?jBEG>oOZbhPUYqqhN*YJ8k#)+D6Z3&@b)M0K&36e9lW_t;2d6S%nz`I-Vgrlb&vx?4EZHY%O0n5Szmlwj3!uHZNT0?XZ z#Fk#E!wZTn_D+phcoB?HN;pPoI(#0B7Wo<&x#l02dv3rO5uv ziz+jkEzN5%h=F>+5@lIl9*yt|<>EE`Sm?)`RHu_gVvHy$u6mTkvcj0AT(jOfC2j+8 zv#Ilg5(w=Lnh((Ek}M4aE4z_28sgiHCndk)>J zp*<%VceJ2(6wOj3DG6jFCI1H_t0i6&YrvEgjHzhW-ALkWLuPbB;=x5|sm9`j3+^Tp z>%Bi7d>vd*lfaj~z^Ti{}nXh2tI5)x}ocLa`4r)q3th zI>{EMAfBA<`0iG9wK}%3q0T1(cMy4sA>n&sc%0a;d2jajrdO9;3sUfa1e??r+7Db4 zFl*vnGjKdITc4{hE^1!bC`w59M#xmsnWyBw7Y20FoHj96iJlZz?~V5=rjr>n1PM3< zJ584%ntYgAxa9nh*c&`9PW>a;*d4Rb1n7t+v28ylCIsgogN=b~gM0Vxy-k1Gai%`A zG<$Gz@zLA_{)cPW!3QKn#`34k#GsF}@ejf|WG8sXdG#oLNt?*G!8 zf|e~`<5(v4smRht7`tqbXj&bKAs3~L?P)l7oL^-{}Q_M;7?bCKZQw%S@D)Wto<_$b-hKmNR8D&Qm)$GNGNBf^B zN{fx8tfQkw!7`HSZByAy&i_ zzz2`Q;4w(GB*GwJ?lN1oHk-F+<7bA-+u9m^NV0KNO* zaMwRkrDvZ~MY#?YtP9QX9W!XHJSDiny>Q9mBc`HAb+^87sW zmz*&}j~RH3X)3CSYjZjznAXC-?oQFlvzjH};59AJC}t~>-lY=QOuebTfbsv&`SaI^ z^UJlcwMoOq>UR`&WiasYa26V<8(urtxJM%~DE85aq$&K}e6X0!3wjXl7ChWsZ3#s5Z zS|0}?wa_-ktlP05XZWhB7H`)u3FdSm8&G{9N#gOOF>@C&^FVJ3boqy*eDvK~&RzxQ zn6gj!j289MBj0tY<7d%$sfqgeHHkNy)9E@Qf|cCu0cgTm8B`TRio~>vv5Fl<%&A!1 z7`#~yvGUaZ<6%hI8&6QlcNP4^p&YLixkC9pmYp7DIucr^R;3nD3!Z?BoUf^-)nBDB zt^rOsg01VLQHWBTj{;lmQJ#&l@J`^~f~w#lXid^3)mtKD)m>0FXW8epqZRR^mK@pK13BZ z+fqH?y&S@SCGq#}36DBsO{LtZNR;#v)S<2Hh{ur_JSOMP?DS(>M-q^Uw_?JK-9G$a zQ4WG0cG#6N1WAs!r8BGq>d69^LOw}x@>`K83muf+4 z5*x7cs+S%Lv`#XWpO&;c!~%`gu??8PdPZ#4L!;8ctHkCR#yn3S;Tl! z2B=HFe{IPWHeH;&t1;14%&x-WHGavfE%s6#D9e|f=xOp}u}c`+p}UZ<8j7{Qf<%x> z1QzAsx_Y$fpgmKUJe5b%`F+g}oe4t@*;*NP>(N_GYGpZV=4mJ6VoWV_4-*?}9756H zu^HTsvc^?0A1^Pu3`GmB5T07oG8#10BeATG?L=u;kD?g+ME&fn1<0pfg;kOqhvL+U z#X>wpTw)jJVl1_m&lFKi&ospP;|$=BZr$ldZRxRE?W})*@HJ5p(?j3-2J60AG_6%g z;0J&S+*T}<>F=umZ|@;+%Oy>xSQio4v|V+ZX*EXC`&BGaE#69{h;|gzVT<~iV|b=| z9vf%CFQGQCNWxsrm&hDsD$-yvmBfQ6t7$$h2+_c%nB+@qyqH;OE$mmTv*$xmN$E_& z-n*aCrDE`dP3%5c*}qn$iEIHo;Sqh~LG9G&C-=f8*{U?(d(dc_D-eNZs%QNJ_y54b z$$e`S8C~~UIo{rGf*@?lnYQ*6HA3qf5=Mi2cSMiqnKNg`=RIsbxRq!SXM9>j%`q~KUvo@$|qZPKvB%HRu8@H*h@VsI+og{amr(pxp%M7&4X;S z*p%!ZTIGath$ca>W3xW`6LktfVjq_GpMXL=-4LIIyM{jSuGXm!yeoGXSVXE!;`4js=~o_q<>~mMXKIQdaU%4xk*wkR3WqkRtM+L9DG3De=ty!+-ho)3)Ez1LQQfdr6naP!>FfQHM{5NWChe&6Ag2J zPM9dv;?cfX_9YCz$|&+V$_995yf$7ISA+V4DFhS>T6+Q_sRguIT!yTNhH_{TH%~%! z5ffcYWLB503I^Oyin5h^j&BgN8;deod)2Zfv8h^U6pvv_2ED*=&PeKH2_HIPhuhs8 za;7F}$Cd4Nhw}rw#`o=i2tx^r z(0L^j_W9kO%RR(AgN15S0!@Po63=lwQ^V5 zX8!pTq91vL1V9_`L8mfbhKl#|;eLbl{nBE^L)=1=4 zp>U?!k{p|ovZ*#>rW8g{PRW^$swkrjO`79LkHbb3NMJ+Z3((N|l-S-Z0t$?+US+yH z+T+V|M&wdX&4sCTe;%fG@MX{*V{%~i!^~PWG)<$iptVDqHBMAdM%mF=jS<#RQ$2@l zMWD30y8b}NEB1U;1LzN%lT#H%9z7WMdbSkjXnd--G>V$!R^F{qWQWChAja%z+HPyz z%RZogV->y|DQkcy|zFn zLr$vZlBX7~E{zu<>_N}ADkRBLh5&B6lPRnl7tb>w2ch~=uu;d+gDQ-ekp*i?!A)!vL?X2SijcV>i^_f}Fq=`LepIPswL`oEs`o9j| zD`_d`ARyw&XYQL;By2m~qhSPFIr*HA4733j%+#;?BXz z#M2^n@KA6Ffc(%AEV>54ORdZCi?#m~;VarT&MJN>%cS%*CG z==kF7;_XZICG2{qRMA&uPKDg#F62gad1UTYOUD~?GxeEg?K-e$&z>lKTa1SweyT7l zF&7>s@i!2MEP;BO)G~R(RB*9JK6v*Ic{xKuHK&^f>pt(fXX_^y8cjW6(D0w{y5}W# zpA}cxv18-lIf4DJj;mg^N+I4vGqZBQBlLhhi^lX3o${W&yDJ9{?557dGhGr_Po36m z22DFVCiQc~OmHGFa~E{v^gj;*gDW3X4)~3;nKDvIenj=9vCwwR#tM*!kB zq=HdKF;mF{snHU~%@ylQJXn^^E=e?U8c4-TLK0bd--B{+1N^j@6k?adJS;NeexZ}} zF)*&84i?Rd^i_Ev3{M%bPa-j*B%`a&Fn?dY70(2O=zU4j!E!N8MtED`Y|LO>UC8Cd zUSwOAoxxkS6r$t zr{tM3s|(|hNakCOg|o@$RhcrA+tLH0JyftXg3WA%Dm7U(bPD$mcO;0W_(F0baFzgb zV)pKkD+1j~=<0dWi?$JrOfNTyPW$%n+5=jl6a-{r_vD_5JqIEg**$S!^1xp6#<3KE z$V6HcZdw>2LliZtZmK%7Lyw&5d2`8y!*dFr!;I&L==KQ(hzjCQ2)?_-nJMsJUy4aP z?JV{@(Gn8` z$-32OcZa0WShho4F>irX8K};r)#VSH<#v8?wz_1-EvwliJM$<};HiXNz#)kqD^5+s&d+6!uBOT%HgDO#s$ zi%XVZNaM9?8v09lTd>7E@k(kLBU(;Q@v7z`^5;~;QW8A;@X-b&XAsHfQD{CZ;L5c8 z!jt5*&>`!+P$A1vE1zI6A|?jBF7)jdBOWx!6mY(5HnQc?An(iw}WJ+CMno+bJa5|*y#bnO0Bw3 zR^xwl)kC_*D&bj-1Z!}gaVsxVlFUynOF@=;D?B{iIMZ@DgSi9<2GvOU7 zgLivk4Gou7mj~X;)WUMS+UlV)mc>)#$T3dyz|)l+Sh9nf`rA(m(Ae|hyx3teFH&9B ztH;D6D{UuVPShW@qtX%!J&Qq#+d4NY@ms>Gu?qPR@R=_swchM3fC)2pE_(W}^jv^&Nec-c&mCHd8(;z2NuDur!A`AcVRxZY;!m-h#gYaN4^vm9tzLA- z)uStRn!Xo8WO&SwcS7Sus#fWoXUJ>K1uel~vJ^9&hegnOA3}vB|C=$vswa04)1#0H zNz_2svlqD_*|P|;2WFR>Ef#2&nK09xq@b?q!L#K>IVlb}Xf0MHFi+-TkZ=3NTHazc zxvhAyxQJD6>VmD|aL6mwO7Va#m@tHe+8N-UGLOw_D$4s@8z8|`2x&Tv zwrq4&EgbfcXALyq?+kd`}ds8h#wCb1m?e$*dC4aF^Q+$Z3Y3}4voJw~T&pg}f!Gm|HWRx1E&f9c0yz5Xjp6%JYXV2bU zm5HeO?%A`ag5S8Qty(x6cg)iSi83dKVX>l-g@Abp-qTNN0ousLvns&vWEdVu;!0C8qz~f zE#cvdXo$oT?%un9H^v!i;L-*qX>w02Hz{ZpHEyCc>jISQ=x3zX+=(4(ElL9tAvv!sfS7={S6lVv*4b6Rbi(uMN793c2YLdwl8Qf6 zPY=TgPs@Bw&tPyHBWRcPSXlqc)=jmCZPpxKbYp@hr+FAOKl)=2r5z zaf_blFa##@hgKu+%+IO_5sp8PhW+2!T0VKw&j0L$S_cA6acid)t!wS9Eln3)77oFT zCVB5v6MH-*Z>a;FiOHGwrWWlALU*iP#n;W(TaaTl-{7nyToLQB#K=EMl6BzVu8ICW zuPfe`kgS7xKGCvSC8x6UXW9kqyl%Xx@l!QTXdkL4oC!~*`;!;Ax03@Qkx+O8OIR}@ zyt@kfc23n=a@?GeQem1()oL<}dB7GiW;UDhz|gqbFQWz6 zEDI7vp$?KD5RB*B`-;m8(fqzdkrW4`f=rrBjRP6aJ&$^Jq*@xv5N)J>xG$Kpv1qYJ zDW{T5VKq#9rKD9#{@QlHoe%qnPHdJYh6f7R@@xrY0fd7?6HN8)f1bD@D zbs}}Rgt>9ktS7jVz>drRihY3(5lUdS4Xg44=mY!9;r54jrxq* zxz1?SXeqW6t#ZLG;`d5Y+-MtF0IWS)D0n3|D&a-dn2JwI{-{j$lq`eq;V0YVkApm} zD2Kx%J3kW=+F9zGke^6PEyymD2M9fAubbLNB@($}o&X_L{$`oZdB&Zl&i>@AHF;ie zu*!ROXj0I$6FqMr>#n2J1C;6$ur5<6*?S!Cm~{|imO7H}*@&lBB(^Z5C|zoD3VH(C zR^gx>hpf`BW`~`Xr#GV~xI=^y%xKL~^dNjKEHq?lj$riBHN=#YcZ*A2ZDdQ9pAE!I zPlqp7J$Eb59g@N-+szx$<%@cNLlP;NgUqtYh_1;*;zAd7LiPq1qC$W|5<-#&yr%L; z;K@O#nyN){()#qnBNPRhEJ+eU?TC3UlLr~h(pvKTS>h^yHlSQ~xfOIbDC;LQZJsQ& zNK9gA6wW-?ILQEx2V&YKFsteeeW(M<{beh#XG=UNvrtQ@Tvd}v`pV6->r2FiD+l-V z&=`V|5ynFTrCf|WV<=~jczS4+yi}+(VUx*ytuT|a z-Q@7H-BWLd{FF5{ySjnVa>D1DR>Mj&%gKpkJ6&5{n$NL}4vpb><8$slC;^CgT1=57 z)><7<=D{RZ^%<=%GruB!Yes2z6sECLBuPFcbxv81Y`p%VBcd;AXjPcGrq7$v^bO!> z@*d7y3E606Vq))(iG4dJD@9Q##W^b3J7N+CpYpsNx=v@F6i;$=O8<;;-g`9n5YH9t z8K2Q3MvXpRS-}?Q0ZMnq=SkI zNE7Kb^Z+4=3W!QCN)Jl40HL=)q98eLXw+%*InzbTfU#a;I8%j zFl%Pk%$b?9XP>>#KF>o5Ecx#$FyG5eig}TY$$9?a^zhY69#NiC|CYA-h8O3yppzh1 zLEYL2vLXM)@9-&6kta%T-;|JU{x$HeZy&{-zxCk0cXi}KnM2DXU2u~DN)Owk$H4vH7DqHUtIz)Ao1Rec@QXRDv-GU;rm)cA z8(sI(e3u%+YI^&=;O=C-xNLI4EaKq_rPwdHMH~N+!-Cg@YZL4mUAkNDo5w-iyzR=WV3I^0|&O}wC9v~A^s zT)JZQL=qM3@3*5sH_^92vB!}4 zhdnUajeonEqJ8*T&KZ|5|)4|NZvzir?eH@sEF2D*m=DpX`gvqTCBFneUAUbjrbYY;Rgk8FYyAL<0gMTlsSbZ zXT%tlKQlim_t?djXV+qwoiCNeea>~e1Bd>;_U>Eu7uMKJc=4tm)EkA}`C}0_C1YMB zD#R{4Qra$D_pQ`sYMy(__|60c_baD;i+*Rjmft?pV%}&amhyD@!a?0BgXSkk z=jE((^{%Eae+dg_{%rGqlhXlwbR8=Sjd@}FmJR2r29!2@57N9T{`$O|Uuv&Xm5&_M zLR{^h@|~+TpZ$Z3@;)9!S3c4GPbco-yJtlw`Z6n?!PHDN6H(=gZjTEj9s@PnjlWMe zH2*SgQPjrpe`Hl(Xu>I;E^=rP{!{R}rbEUTh`49}`qy;(Yx$Gur{Zs8>3_ald}AW0x!SI$NcU#in6TNd`y0E?y2Xcp8+ysx&g6! zFRGg=O8j2yc0cRP;eTpn-E&6EA+L7m@vDio*Ck?hW4?Fxt6Q^((-EpiRYeb_pK&PS z|L?Gc==Gf`!&V)a!cwPK;jyk|KgLs}9z-|j@U0RWZ<P3&>Z1G;M0W zUpp1`UM2Py9Q&`|@SVlHuh)y~E6)7@CYkR&b(l^K6@iytHYNNJ`}5?UfN`N-olov0 z4YI-qD6{$3y}3h`A@kc%=fMp~#-gwl?2qT|!`~E2s<8#<*KIDSGYbyo$JO0TnsD|$ z%*rp;?(~mJ(_Surch+{OHMlij|MG|bzPyn)tKfHt8guqEs*Jj9dhq0u3Crd_-$ME$ z*^yphbzKv&FT-ER5AJ9KFrpqATc0L(*WcfW5V}fWaJ*!X8$b@5V{kz}yau)nBZ(GFUz$N(k zaJ=pXi6mW7u`cRPkpX`c5VJYYcfr|T2?q9NPnSJ6T!i1*c{5_7+h|_60#g@Rr#iIM z^AZ@^_E%1&mN+FMn_nb4;_5+|%m2E;W%Nx{)%-H|ihmsz^k*A{zA+C?$h)F;>}g|B zTy?92<<^6rJ~dua);gIxn-}DcyJocrmFkfyT@+BY}qg>vb z|KLc>Y=PwX0xN7|7bCSr^(^K8YvH%1-D*osx>hoAzxJ5wQ&{WYUo+0Mh?L>)hmCT+ zy%n>@AwI&7DrAd3kw<*`W7QlpaMNfBFei3RI^suic3xY_12FWC(R#pjRqb~<@JYbo+R zaS2$N=a~G#%j4Fa!?u5xKfJ2Da;Pl!X^BFDclC0NVuSQ`9H?@s^mVR)K&5H-TL<>n z0?K}AqVR^cR{!&F>~|`VyX)Qih#Oq*$XZSwuhjL24ip4p!n+@YvYSP3kIxJ|>=+Dp zDLmw=7yj?;-A6vwuLOnKeOyy}Q!nI}XB9o)?h!KlF0AM<6+g=#yFNu}H-6izsIq*F zUIN&ulvjuJuuL)6qpI;o)6hWl_ZB_`{SnB^eLur^q#!tlt759*Wo&Gjrz75svXrfQKGJ)w>MVy-=$_3(EZg162$4|wQF;l zzb`blQpKYzw{){vobVy3sGldXqpo2#gIHqU`Ib2NAPj?s;BK~w|Jv*1<_VS5Bs3ky4T zD4BK_k)t34T-VjQIm!_HZfN|9+2!$2z-Bjpur?kM1sr~wk1XTH{!P;dzkT^4+D#3o zR!{o-bFTS`)wQb(ir4dD-Kd(;L4)fuv!pcMVv3qWMi#k~Z62w>D;F6EkJeL(9N@aE zhg%4GL){0_rz==ZOY3jG>Hl!W9;F)<5Y%G;Tz3V#H)!gcTj%G;(#X4U{p5y{JF*5m;RNEZZm9 zHL50tKe5h*z2$Y%Rl8jTrJqEbY8HvR5g!O;{y68vH_5PIBY4eo-F6X1=1BJ=}k{%{4y#vxtnq8p>8&`-wh)a*EP`M^QIZi7aoL;SXFbw5chGnn@%>!OaJ zlQV=aktelA6`#*l-yG{2vov%d$lVI&>e6@7fw3nhqtUL@cn+{yeXOe#Q}gmcz}i~C zGmY`@(krM|;pdN6p!}d!VA2uBZqJd4UZw}VR{dsSLlieN48WS7fvi@byh_KolEM~f zCc#J_L68KQSgrxlNOkIzN(hdc#wXLW>n8M&!+GQ%HmrM%U87IBy?U**cvt%B)eR)) z#%rL&iVAdn4Vv^6#Uwm%BuXOw1+Zp}DCLIy3qLy5FZl+Y$9Elx`y4SU{c3W`XcEnRHYKxF6>VJSE26cBj5=D`Je{pbl&+dnzZlhlnD*{(5O?~_Bx~m8 zrw==jkPd*g19q&ti#la>%*&0@U&Gf&*p1bwsAH!+T ztd?`T7nJKnhsPv4>@sI=wVO^%8F=KYSvpdkS`H;vT-&al8O1GRO_n-?b2DR3_@pAr z5&cM@^_9~#kC=pJ%YQs-fRra?#@x~IXVK3n2>S6@1}Z?napBN0{&qm@mr)ulRX_O% z>*U|gESuI=VgTGbeGS}G{&Xxh%IFUn#P?;5g9Lm&dT1pkev_ilu0XqtnF8Jx2|8|F z*@dkfiUjW>+-(WspKEE9(&rUvv4m&udq8uy3uzm{kLP<%f|{S3V8nfUX7P-Z!rkBH z?M*()#h-P%OBK%n(~$1nap%5uAMZZte{DrKc>syjT<4|G_yZ9lWwsqFuG$7aQZ~Hi z#+8}RNd+tTM%PG(&#p^=aq$kRH8Zsr9M_Ct@bTmF-S+7V&|_8+Dwd+bE04iSiG#I~ z-Q6d)m&N_Vdjj}?(IzlZ=WrG^;8ABtSPL`Dees{*U; zPpB70-WuNUOSC)lTRq#a?UVhP0nZb&J5utB)B56W4fkiW|H|!6>sL8hcy;udR#;V# zU#{k8M-2yLt($O_V`2R^(+{zY^;eCkvDIqrpIH5MIeu7v8hS&Y}L?DuaUyH|@+?2=9>PskpdN5ly)IdMlST*AYDE_KW!H-kH`(5Ke4YH~_ zYyJxmGdv-(5&IqKS}gUH3>iH6^g~UpPvvF5I_}b({Li6f*{pf$$P(H{$#63Alr17) z>u#hw0om1cq`5B-ak7D(Ip`L>JfuxH*ady7e*BhOf*7$)dt!1dOp)=drv10W3T-SP{huc9fMJmTMDM+E zC>S@o78msOfy>&Y9jH}kNWfFNh&2lE2DC%08uu8{U!aV=uBfh%_)ZoN;#iybN;- zQm!q+x?me?uNou6Yo3a0?Mi_$rnS(|lhu+g)!5~Yf+e?tn&uY^tE#Gc$i}muy)e40 z6IEDQ+Zf-D(Y$Xo*R->%ptLUWeM(Gt?tiZ8y&6iLFZ?1sOlDi4G}|uS0CBt43$3#u zuJ8@*^cH)1C%Kbp@n%uGb~|w<%6jR0?Ut!@FLydN-k!mFf+2m$8vc8?0>gJb1i>@L2w8cB|+6H;YvHRh= z&ue4Q*S?fG8JhmUe-KL^UaEMqS1+Vu7)uJ38NE|tja=Tm6A&Z#F}lgX4PN`-FUjLS zdp+Nh%2S*-RtBT*s5LgMZgR&C&s?xci#l2s@QF-li7beotj0Y3-4h-7UN<2 zA=EF*MPEy5CrA?gQGO>~L~G%l0WG0p*lO`}oy_~;eo^iD2x!b#sku63u6Rb*P(xzJ1&sr-V7QQCxoL2go8>n06?m zO5&-jmdh;OrvQ6w5R^ggypd?LPCBVq8`xi}H(pXMyV77e`(a_3q=FfKT$LBynF;!Q z6IdEriQIK4iR{qPSDW&X#_LeRprxdTH7SpX3yKn#o^8wPy|cp3AUh~D)9U`XY=argJa-FcckC{HkJE-ZzAqU|4%TM zM*ObrOUc+PTm8MUEkV2h4)+!y2aB>_&;}Ft8cYfuQ>zy_H*w4xfx`?{yzb@9`rxJ zc0K5S0AM}ne}LP1(EkAFdeHwGl-uk7D_kGTvM85(Z)SNd^TQ*V>tF6ZefYMi{EVNu z-2Z>z+DEzRCG104t=)R8Gg1mQk7Js4xgtxk?2<7u8~PE86OPr7YjmaVx4DW!pTJcN zg0L8JWd8<=dzVFJa06MObp7X4ZkDUr`%EEy|y| zFBI$2{-d_VMiKf63t-8D=K8pRxvyC2+&3%~@fdEn@7IN7p;l>xpoRczIO;ihPdaFZ zyV^=)zEoUiP{+uo5L38xmpNRT3+aL^EXA?`hBFXwW6fY;kRjoqCW;-|g{=6DCB$aC zLeZ1dV$2xX79Yo92gR~0hM4T|F3xIUq+2b=t4j*YK+R?m}lFLi5w^CWV9URxLCubpU zpu1RNv&x0hfFK7r>+GBxXp=yuIacj5t?8UK!_{VkPuOt{m??#YVVD1?S?CRLL-f}Y z%6KnfpU#>CCAkouVNrj`tfXD$IX3(4;8{0V+a1QvTUj|4XP-_LS|26Bm}MFOaqh{; zF328qE%LxagTQ^Z!@AkE(GZGS_V0oaR90y$IF_6q_?zs+yLB1wGh7gdy21_N(c3t; zePIMH8nP4~%ccRaLD_X?RQwt{K=I1BSZ-9__^~e8^p)J&{BU_n@k<3&}K{ zN+S6AcAY*vn(>o;9Ahg1{uopYi(bleg*v0z9kYhd?JGp#c-GUd4Z8!-tm-*VN!uEv z3%O{lk@lcV1msP6)&A}!#CK~&Zk z%ry8o*S3?YBZ;lSQOPi9S?Z2dJ7niU1wY)db|;qowwTEpJZtL)-4@+t8b)#m+kbQ^ zU-wwoZ9&b>+@;0gs0jj!?GtH0h@mTnv1{K$E3nk*3M?X`1WAVK+rgn+=q|GYGeAoU zMp)J=q7{~6mxqrF`9L0Q0hXi?QWK0?z0w`0c6%(f*>Im2JNq?adk7Aw|3(jA=Cc5d z98_+XsY*ZU2w66MXY0ecGtU`vW5+v7cRgHPE0aB*p03RK=xVFzS`+tV^&lU^QDL*+ zQGb(Za9%H5+mi;j>N6_1=swh#1_mvts2`g$p8c)+M*zfbbwd;ICseO~hmQ#(JlKog zWf*?N8t!R#aYo6z%zDxa&Gvn|9&^=ag{Epa1z~qPN}_4Uh2Ri6g~^uh&3$kEj$e^D zAZm{^#fC0f4`7}^zS9G$YPkafg<<-vd|NV0D!R*6`XPk2W`D&6N>gklNBTFq`jnLJ zK<=(mJgRa=^m+892#$Tb0Y_1#iEK|}o|D8*tKzuRnsZ;t^urZpaLAVdad>bB!E^dt zuGh5P-jyE*w}kUyv5UyEBsU$&&S%?^=75pOX}G1+;hNhRjR4)@(0s2#QE zM<-Pct5u4A-DxIryyM`Q1V9b0e~;pCX$mUxk~(P3UwcStdyLqr61=W5tWnS}p3ZN( z6`7p+ggr{M5}JGZbwnj<2x|&HCvYOA#P_+UWOiI^W2kqL?DAK)9yu932<@BOJ|OhN z{IcS5fMv#lZ zv{yZsaCYMAU>YJX`7a%p&zhXWX#@n44i4T~30XjzAz@gsjdjp%7LdEPelq1?1U;il;pq&DJ4?FFCqvfW} z`&wtM{D1kIY$oCjLptie|2rfwR7kNc`EpZhZEx&tnzXk~!hc!Q{Ay!a^%`5^vLAud zU1x8XjO9Jg?4H=0yf-m9aV~EF3Q#mXv|z*P9C=cJ%6yrMBfygHB?^2ldEgE{i35~^ zr(k6bS}&g5F8k-s^3}tqaA4oFVpq>UaFll*E~}YBT=C6v{{c6~;a8TIytmo$wohK;@ zffCd^W#4xLd>{S!oMLyea?|qA0q^L2?r{p>H}bQGD=<0L>2qog@n5n0-JRdA?}UENbz(^G^s`o|d+4b`hC>%vMRguZGGA3v`3=$%38J+Iv3|0SASvwFngAZldKedWHSJGvyLyyCi*f#)Xo0HYi?wd3W` zq(1^<*tnjElJoLe!61I zNWpM7U>Ak&RG8#4YQr0!?G))Y8FV-PR-<5DyWn1<;JcZQAYXj`C+XBW-lg&a%q7C7 zD(;(2Rn$56%WzIbeF-@Qd;?AJ5Gy~5{^_wW>XE;2iUGT0@ZTtP@-sy3IMPh=5I)iJ{!fzUAeN-sHR!sD0nNaCyhzWD|7XDk( zsB5N4-lvyqg};Bj^|QJ(E0bIG^WIdHjtfQx_18c*B~)5u^z(}>`u!#u_9g48%oVH3 zrs9LdO*1jey^CO(8ldx~;_@&nChNMdS_)gB3HtWl63eY@^omiD4B+n^)TeTf2DsIG zQ>^tU8E}_{v~tflG9dlyEC+hUPVe&d%EK0MAB`4jeAP~55;E=yn;u1s0O#_rBJcOh z>SagSEy|@|JP8#NJLh(-mugZLni^s*2RkCyt#C3%?cqbC%hvKIFG{o0eW|8phqeqq zJ(!nA9^9+cE7nVEBgUoaae%5zz(?7>8Kt2wk1)8!SEVo2uA9-xkNaWetWBKfFlquO zC#VGz)^PL1=(>R7YjpSf-L6uOcap`(xpih*GBc-aj>-;up75#WDy)ME?kpnt0J&Ja z2rAaHIEa{*?=@OD?5>|kIa_PzU=S1@8#yT$FX$mL&cMMSj{En;)9LkE@Q~P$%XTw6 zH>0^%Z7SM`S_=V2=j9H%6zuY3^w|EnH#1ta*Ly3)J)C4;*f7G+x*!Zn45$V6mG;qq^#cG&XPDj2q(^ z_!5`JDkEm*hn6xE1J!H5E+T#($E)1NBZVCYL-X}=>fT%Ssb-qE(&O-$Y{vwTk?~b& zzX`&$l(Sa@&br^A8gtfWZ{t!S=7-W4sFneWsNvI>l_nIJbiLkvtCy)avif%Cqydk3 z&wWpU;$omN&<^#wRi1v;$G*FsxYN_}q5L!%cqO@pbxS$f zE*y1Ne$OwFrg?dwxv-3t(y0yzH@*QUSX%_H-;hsg3!Qa^1U-{bRylz2WR19X* zpg)&c@Ssi!62R*;*AP$wAHvbDW9x&>>7z^St4eE034Gg$k19iA=8OCFw9yz`=dE!d z%zr0@mBH9qS6WyL2&6zQOZ4!sPBQHW+y+pgS*i5 zExt;E8%&K0Yb7bva6MZ3((_%HV=etfLyCUM?L-t^@uuv3SD(usqQKH(9>Bm;Ou1rN zl}P-LIFT*G3B<#gO>0Tkge83kyq>dvl$rqOR&~$UBf%R!3v;t6JLe>I)+^K4Wv+Fa z$yyr?qKp>}QnXz|d&%aL8enS|Dr$NXXq>AqwdUYcW#~+PmwGAjQd$q~ohvhe99=6O zGVC@{zq~j>a3^yr(`eS%oH{zE+C}IxfOV%K7<(SmcGI!PLS!on>EWUf6o(EPtLRH9Zja?R3NH)*=jF{cN75~b>h z*2L>n*5!}6teyQM`B}3q?Qh5${l=IKE|AkVxj$eKCDK|JXf_E82u~WmDJhQL#!Irn zu7nG|zs|KRBYk2JTsz6V&>)f3AsYlYsX85#FOfSYm&-Rs+v{C~iIO`8ox4gzakNxP zs*G!r9>)ajTyn8|XvtM{hG0e9`-n<$6>$3S%Yz-+d>n~$ zIk`mxH*p0EnO=WdI00++KlsA-ui0XVvjRrk4@7U#6|v{J8=e%T8=;3~KMSninD!5d zY9m6hQ03>`2EnF!@Tvrr8bzQ*!O3wpc)J3KX{B0m(?L!bHWD!KqLzvrVeYWyx}w12 zLH>*8KLG6LRt(sK0@8&tja4K3$%GfZ?bjOhdD6@hIP^yz1piqUr~8-B_< zHtA>d-Ipqpq~xx*w|bBAcl#8J5@04>;nR~pA{(XaBA0a_{hsTJ6riiDXLDbcc zYT!+re>!%AVM^D`t^Z6!K<2|pz7U~)u9G7oRjoO-LulR2 zYgD->ro3hFk4j&p0+sb%33rZAVp3R&Kh>U&D!Iz7p!|$!!E;eFpFkB2M%S|C=&=lV z^|pOQz;f6*imXR}N4rvQb9l`7{0!|$tMEhninv9C6Rq_fR7{|%j4`x7qShv6`?cqR zb|W!l=8u4j;U&W5lDHewmWwu5Ql7P0oI|!Nq);8Xh3izO#w&<3 zhW+ur->5mV#|*!u5&UFrS5L0ykBhH$QR~&2>hXz$`Yvunr5b6+n}6EhBevaTw$=z{ zjN9Ola%vGp%bcURiL;vYHBs^{* zh@WZO-49t$K;+`~o=%FouX$7|?m)I3(QN0Ir_`w8RWp(K57hN0v^MopO^^dLT>32}kMIS+nYd2%PqJyrfreg;DiAPxc>h@ge-XyGWsc`Y zMg1<)25s|{Db)74$+~f=d5(T<37!;;!LfsoX@UeK3fWrByb=0mwUzZnqQ$QLyVs!w zMfdJ~3f1QUl#hBY&KgX$ftQRLWlJvG9V|Jc8&@!)ao~%|2i&(x11xGio8@rp$cE%n zwu)HioG-f?g9{Q$FkTRdOtUHRI-V44_jm3AccsZihZ2I9V_<`(gYAJaiZs8fmI91i z08Os!HrAV%x=fmQH`g4Ts^k2lSx9ih?_`Mugs(NfA9LJW_m@$~&euF>s z*%ASeO$-=e={x>Wm{DFQ|7}Pbf6Xm0(NZX4r`BL{8+_fuAuwG0aNo3dV+d!U8JF3N zmOKqO<^!MH8q|gN%TO*Ae>~_W_+~ql^zOZUR2iy^!rx-ZldZJE49j=6vK>$k)DjsspV~N)`kWHP0`+9xOrxJgKx$dVgYK&9pBLAGcXg>1?;Pi2_f+lZ2!Y5 zC6>!e#7pTB;%7ohlS<5`d)WqWq@|LKW*mK%?}@0`A2TFGD|g7k-3X1BVVN zL`eQLByHD`(~CI*Xw!vKvZBfm&V!bQ2if7N&LR|{a_9&dHBPS@2ht~%aF`-e75y*6 zX8`W}da-lHb!86}`O_^Q%dCd#!FsNe!k}p9%Ix;?ratg>BwgT$_2x^8Q; zwq(`JHoC=UG1RS2JE)<(Eoho@x7;u(XeJ%c6q7s(vUa3odg|-=UGPHcx4;|eX*t}u z-;)JuOUWH`&l|(@%n7-;x;Km*aq6!eZ|%;ulwXms0UYsU8}du-ugD0(cU!Lq8?v?s zFKWb>^tPKYxLB9sM6Hw?Bag7pp*|FSUNI5$aTpx`!#uns+vEa6F5* zTs8~l9YOK)ZjCFLr3NgMP2yx++uRmGjTeRYcfLJ8Wrqk+2#j2?(PY)(6S=07QqW=K zk)YIN;b`sWp!pIo0CGL~hPg!Ph;!>!SlnU__j)}o2qVL-sy31`+WSaYiE&KPhy0$S z9S0Gfi!3?fNWWTnGwn@Xba42drQf6L0ad!iO?^wR7@pr&EdCx!BSJGwc&Z=n7M9Kg zLUA*hd9^sAV(J|#TTeBsJ*EShwWnffxO+HJlO`hPz*4Iy_2M+|lZ@c$HWhWv&8#Cq8 zqI>JTAy+xs=h2mbh-5pnAcz!qEtE%1Wk!sDSZL{Aw#yE8`4h=L%ij)7xXO&4%Q7jv zg^fSh#5PXU51>3i1-P`^POk{R-Pr<;2hMls_~1z#8nreW+=1L7dQZ4-a8A4c=B3R}KF5p&5Po zx;LfGmT+Qep%pi!J@+Trh`B42Kk&ZTBcfP6w|V?pm7Ro#Mb*Zyg$ubPpHYp~C{@PG z_L&%&fY$M%=K4xxT~6?6?3HmY!V2TiCi#P6mNVNAnjKk)SOqkO!0tqEJ?;b4@?3Y) z)sz}cscrVAkwodq#$2_an^ZHgD&KkX;tb-s0pr&{Y{!H`roDClkUz)t1O zzO72{}cedlMld!3)2a80#7`NU)t4v|POw;C+)@Dzg z-^WYlZ{J)HiJ71(1em&#IlqEq5rYcK;h}72<mqL{mtSTAk_oRP$0 zJACbt*=qT_c^ylrfk#g`ga0C-x80u@G}><0XifvsOO2CU{>G?1A}qywOD~U{5DZ#? zK(9FkNnZq9x-QpwS_L{YN!Jv10J1Kj7xg%aj;wu!R?I0Co6Dfp4sBM*Q({!5bYp#& zN-~M`22f5+u+PH<}&j!?Vm0BF6=<0rc?-*ZnE-d~E`3K7A~w3Q_6#KPxP zZr%59r2aI|6^+6+PTt(mpkRF{By?NS&tBK4?ms*wD5LZT zp~wYhJYHZ{BQ&y{P)ZF&<`5(}S9-dXlDDV7C=KXr*haxfv7PC&L8`$$%+zXqn*s3C z9AS=u-T4lg&hYsSE9XspKbsw14Mwg<){6#Y0%LMr2Ne=OKXge_|b0MRRyx_2xo z9R_x|?17;#oqD+@T+*r%PSCZux#Sr8QX!deIpDi?wySgDZqHVl_f|^JU?aWppEy!0 z?|WS=k!;y2s%J+hk1_*-W+C4Vc4m3E8{b7LO%-*szibfW(upCuG|TKQEjCf?RQl7F zBgGsVb)b~;)9>O|ccgzS)u5sWN!$Td(0cV*MxYH`xzUIB4$sH(QXO?u&1iV=^xBki zYbvi_qO7;xfR;OiwhANgG<>?(P0o*fl~BFLn7uu1k+I?U7DBBe_lbyKPgSH!ciar4 zaPawwO$Z3>=rk_f652)J@l${Zk&Zc|wT&8{WFs;2Xic!{um3tpwN|wA(AQ0GZqQWw zsQcop1ZJAL)bR776RXrrt0iwNuxLa_X)m@zWhij^kRTR+fW;$2p)((hU778kCk(Sp zP~)*=RvxWA%S4*PYLcF3kSSDhP3VE3Xt3sA-J{qXZRq#8`R!iOvrm?$S?ex@A`@vH zmW=+s?->8;Ldj)9tIy~WW63$cb+)9(W}Xbmu3V9qjoORQ3d4~(USs z_g{zYzlUTcRigj{XGL8LdmGmcvufz6Y@XvjPYN1Acb1gaU|81tf2raPQI0<%{c*R< ze6C;&6))iR9T$l<0eW*&ONI<+yUPIOoCFo)Ly5~LFK!)6kljYAcn581x*sS9gc%+k zEdTE(OGS>+?%dFWYk_y`%I3jO$vuToLX#DmVH2tgdU@?G;xh1 z<854H{bdua=%14`P{U`{4wo&Ir~fyOZhRsfrweH4f;Hc~pyCR&J3uU6z`K}m=In{c!V{lTcEJiSQ|nE=M=5Q^J# zvZ*80+Ho@`$-$P&N?%`#o#W3kFb81HTa|C_*DJwxklId^q$pP{_wYy;0!0h(t8`{n zLm@ZbptyPP%pAtPVZ}5Y0uC4P=qR4d@=o!ggk~zY>I4B<9$&dyf^7%)q;|x_8+Qsc zy>3$N2Z+vT#HlZ~ZO~j6L#PiJJW>kHV)AWGc`^UYnQN6J4_t}kn)n%4SYkM7zOxR! z(#Bq#&~R-PF27ZccG9vAZ^uM3|1d~lorAA}3nL-qy}^C%TN=7qL0Um#F0(i98r`T! zfm@EG5h7jmY;F$80>E88$Z(0|{Ds$WmQ!Q&JsOdoW*uedzLD4hNBN_))1e>OHu~>l zv+%qMv_oX-hjQ?>eQ}a8dm3D!oU29H$F^uB{I>?qQAB0bjK~_{BHgy73|PjFi*Hfh z9xQ(mqJif5gH0FN7Sm#?+z4eDNA!suUTETC zJ0yRie>KMr(Q^nqjfI}M`KBBV=kDzBLr#`4ubW^$zSAVV2t=nb+o*w!vP)`^XD8Pgiu!|?KX&vLtp?L#SM@z7EFE@qt* zKZ$uR61rBC-*?0=YR=Q6w4^VHlubVYP8agFP(@~#aD}&GJw%8F?UOc6Gw8+)6T~}w zVi&ZQfBy*OPy$-|7ml(djakq>#wY{16{&jpjj1r~e?txqAxM%sz%Bl51YYYYoqauO zY3{yqbSsVam{km7Ls*^D^oBeW*nx&jiR392ef4@c*c1!_7+$V!g!CoR>Pt)X@p~H9xZ&>I|*y&Ln@iH&cNau@qtPQ*L_01$D9&gwUo=Z$`YzHr#eE1=c-tjwOy^DCo~TA-9O0M znx$wca}O;0eWXRbw7aE3Nj-Et1RtJ@ZVS%Yapp<7p;wYgl(>^S8bIth z3B#kRO(kt5IgBhiQaNVhBV`Ae7rf*_(xdj{Ft=6YpsZ&NNN5n2NUu$wVqC(HYhI?# z=2oW?=LudEwPE({Mtt8s9WpP@}wlY!yN7S22S@ zLmM{YVB7NG*5JZW!j8&ikBCn09sbmCu$GUoaw9${>VHX^UXcM~3gqJG$%Ot~=(U&<{H6ALi(P|`dZ-^LT|#*K zOO)M)j6Nsuj}z|M3NcD@P$qSO1vSWzXDyiWhBX-ws6Qb@A5DuU86~(?5s<(Q@jZ$X zZeMV!V-I$U&QlIDzNONd&hdCvW!!S_kHAAWQLkE+0@npz#CZZA4e6WfCva~~Yo_&r zTYkQUe!6kmw~VMrvYiQcNz*cR=?i_meT{aE$@3yIdQ)gMULLK=`HmJ(U!w>qBt<6P zXees#sUp{p2)B)(@=XpFa@SiT8!)Sn`p(c ze!;JTe#8GQknNZq&khaW_><_%XOPp3KGSx>^y#9;{p}kAx2dhPisEgdh79txMW^Vm z)4WwJx9}F?%5C6*{asaxK`kpQ+Ry%jhh-k8V5v5)Xlyx|E4 zo+6RQ32tNYs8kK%`9y6pl=m3!>G?~zG0sZ;U^&$7zT`ugERvlwJf9!6#N;@mnLAzM zbbP4`uY>6Ja*9NX2Nw1PMlv<7jb)<-o*RJOS^>A(cGMR;?5JVd33Z$Nj!pRn>dAZD zFho*kv0g^>mIezkZje?IH6-fuE$EYo{Y6$f%Mp4TW=Z&QQ`^P{=L{HJxKM9fV5RyD zw7$DAuQc{1cN)NHg?|-1KN5zKXX}4r348usJ}RJXo){h4&@v}Iza8H{1(8`L#rKnXmAVIu9rem^OK3lnn+^W`pP2qV#Zx^Z@;i5FV)iGh!t?nD%Y=1vFs%Gu!n`)9lS2~W?t0CWb zU0`^#UhjhmZh41P@WAHMFxNQ@KKOZD0|WIVE=oXEl6~foIeNqp1TWMQoe}*@XA(wa zD3)OB8B>O3he|eBxXKI&nWFzD^|u&aP>p=U8|I&6pVUyvwF3;xq-eW^K?SghVZU^< z+VgF$w_I9FnX4Ml{o*OH+CllXFrA+3Me#ZHru8R~5zn@JWjiNjYf#m~d~`2lniwcT z{4pCv^{{31f)&%JRDV{r;@Jimr$&0{W;@lEp43TAQ-bwJxZZxswR6;xJw3VS<(N_h z)ZQaH4t-l>?S3U$KaLXsNEWE{cA124DPI&MXXPzIm@aR5uSu9j4*B`dBUKbP~n?W|zYy+%OQ zC0ox?0133i-|^&2v1WBH-tQQHux)G=g{VM5z8Yqmm_w5tK~|FtuPrN6ohr9Mnd{qI zgt>Z5U~u{kCURprjS*)nLUAikFPAnf=xvilQIXY>03G~@(pZPNQ~X&$$v)l%z{gvK zg&8xpn>CKR#)#CH4TAH75t5ke#HgjmI~Mbkj6amdVn#bS;Nre6oRB|5WPTkC4JMP? zj-dsU{#?I`&o~kj*qd}l#~Jgyb}Pp;Vyt{#sgGc1uj5IKKqL+p#fe55@0hgw;1o9g zDg+Ax%$a7P>x2DbNW5-j{s(tD)A9jxIfljjoza^Z8ZUZ!A<{S`xwhsZoKuh&^1*>P9fAQ;mI{@YhBv>_Yh zX6Q>@21t)AIQF4y2!_Klai;-uB3_99t+MxkYAWmgK$B3FW~D<^MzPUE2t6>4Fjnkz zLXn~o0@4D3B!I#w&5lY54k|j7&_hjv2vHFN7D7#;paDWiXbF(^!p!`?|M%Wo@4fZb z`mM9}K6~%q-WSfj$-VdF9G>ZSgE-Sqm=CR{b#|()b4wYM=Huo z?mjpjSNW&|R@k*jjy2G=~xK3n?;%=V;l;f375ZxhM*jV#Y$+z;)%6vnd_K z&(b3;i)EoIA4eIt*qHFBDTg_qS^z{fIq6uY%u+3oM=PGML{Tj}=GlkX3Hiq9`6_7bV_V{9i!G(94Cx#9Sg zv4k*=Z65m134;wq%VVYy;!RUrn)eC93cU4ugV z6--~&kx9M+6>7VYPrIVJ0N1xP#)Iy$abNpQf@o}yB8~?8XWTn54TvB>FN;NiniF!z zPB`J$!u}u-UrZPXYxyxcRWU81>8Qhxk9x~K(hD3{nZj#+lFZ(~{=p7hG?-sfDGm7a z2MIB~!ol66){ozHyQArN_o&Z?Zyggm#q`7pRC*H36HmEU)0#cSch3)r;Er~$^i4LO z!%?>m&#agT^zP=rJfu&1C`xZSKK$;-pSX`nwBJfd4;>yHT6pMHks4(hj5>tdV081~ znr&w7)csu_nZBB9D`QhycV1f3Iq^*g?67Mm~b3ds(-A_CY-yYeFtgDa}$f37n>-ZFi5$>I-hII70n%-v7!@tUKw(E zdR`8BM~dA^-x(n_))Ox;R~FAYP+84q3*@dS1fQ1>Iu2qIM&G@%BIKY4h^+=UaCy50 ziHq$L?3*LVIsU=o*RtDn>VpSrit%AJ>VGU={XU5=P)ilK4?W~cx8INUlS?^1|h>S_(tI^72FqrO7eDl z@6rkTkUa3mKR@23CyaFWaH%J&Of{l33aPECM^{!)zLa>;Tx=nPo(Hv_#!n9i&Z3U(<8YD*Ba88rI}+sa9XpYhPM;LV<~$VfDL;ZuT9GcE=Za(onX@O(RnyUm8!`BO^ck6-z~;S-`q8HeL3 zxRgZMt>^c>VEy+Opb5p_cqeUBqfU4&Bt&5J=lqLji8zk^7_&x zdm~|U1&r%CdBbhwUif`sgb-x{ryk{sh07-IllOa}s)q7CaaH#h3}E#rMu7v1gDwz4 zM-o0%-gttjYgjq(Sz{GK*qOXHkvK3U6A7UU=U<(C#_pejgvhTOwF&MXn;nA8& zOF?eaib^QuG`F?0n@VksFhIROPkPY63LUvd{d(_!aO8fMC-hSveuzu|BjGd#J&Kln z<&OAq-}=#nSG}#si(+3WJ?TS=WF_y~+Om_~DJ1%kvbdMeFNk6_sRS{$_u-<@@pCFt zBjg*mnu@DGK;c|hBT4W2ZP*GsT^yJ4B=0q3_FQPbfs`*6DZ7}kB%1QCP{rFuEFLOJ|aRb9uEsj7i@{kh||04xaLv^d&wDq?()p?g9kNl2L3_+NMvDA{& zj$_Xg#Dl+sF*GM=kU-zO`5jmKr=P}%zhQlfB)&k8v=t3|OeP!86109H;rfDnm04b2 z1@Cni1YyHM=w*f&V*R1v?XeGyX1zhC_i!iXzM;3q=MFQ9BYJ~73t_e5^2wMHr^`Yv zmy)AP^@_Mqa=gf_7m=ABBr1AP_OWFkltv%e9 zae5cqY;>72J9B-;Y&Vr2$ho#K9Ji1^l<-0RMivIwKywyl#jK$BX7S@FXJ>q#uYQ62 z;em+|j3YcoW{B6|QG2gYvgeE$KaSH^oi*9#Fo&|jC>l==rj%I;x*VPb-*FNl!0t}1 zMSsy)ee9TP`iuy6PeRHu!FkEgMzuFKKOEm|PV7Fe8DhMq^yN&6Lv!Fv z@GNiCYdrRY)q^F^*9{AbG{jFE}4+UnhtAqT5kr`_JL=4$u{;&*2!e+-x^e(re3 z*Y?sU%}GGs70V@SOGwSNcHA8NDY|hD3TKXRLOM5z{SE8j>Nj^mOYU{>5iP+&P#tQW93{ zDSgjKz%0;>_yi*Z464A-z)g(EGZwt$bR8@0TWD1b7M=F{37%aPgj(z=V1GNr&Z>Lt zzL3+X^dQ)&XrCBaQ#mZ_ar+~9wIi2E3ZNwnedTCPJ94vW{R9FeAz9E^c+@9`Kq57z zXmldRd}eeWL^~CWBoXgfR~Hgrmg0n!CVO!A_ee^G5vK*CD0{B(RXZ1#4StS6g)OY! zI`}g}RMN2%BlXpc;U^ZVDBEaTKcXv?ds%kf17E94b7BX!BcoK#M}+D~!osD_OqOMp8m zkt{q|ar-=EY6G=VWU@n+S{l>!+3ManY@SHFjC zhekD(;yi{BH&7!vq-zXV7+i|r2<(E+=*#U5PZ`7jK9@J#ov%I!|Y% zLOlLsD?!2GX;;jz_oOeA>wbqi=2Dik-G_7|KE-K{Jvlxi=%RuqL?_qGi|Q%%ME9_H zUw0OluIrWEX)MJ|%m|KSrY-fkU}J_@f;0E-rs5lk(&rPy!@0z;TK?FQ=%j5yBWvp* z{h7zNMB{5vBz1JwQtw+)i}~^$jQJ|>@~658a+Eku3)j{jp`lM`(nySTZJexYbZ zq&Z6HBl<;tXK@=6#F3hPS+`Qi+!tdD!S4m&kGs^9|DrUt9=^3b;psP$p2?Q+c4}P& zH}Psdqgk=O%p}ypZ2V8FH)6N@TvGAAHnR~!-rB86E`Da^V_XvE<@N6JTF-({t5)Aw zj6Ik|*OeVGVF@~a@qF)d+c}Zo0&9YD5pZEv0?_tKIvYeFjilrJev2HOd zmeO-JWl`ND(vN>uGzO(OJgwh8N{Zz48ZesUrQ<7wQa-0qqn+LnZ=IF6Q#hV)Jx9r} zeaHI5ANQI}LDa3TCCq6ha#*!@jDo)|;-(e~2#{ZJR9)#Z1G9H^)Qq1<39~1XOm!v% zvJFk5nx>bFWv>V_OHDLFNWu*&Tyv)+>nrY4HX~^EHGE&toRd`a)ReQK^&b5UX^$!T zRZj}OcO;lPU7Ac1^Dp^yE^)`S77nmF^FzkrgeUY(GZzpuQ$3@Z_YxAUKL8k4X|TEj z)4h44Vb*J(-n)GqG_lhrNweSA&B4QjIg^W&`_wTK=5AMv990!NKyQuJPWQ{B0BycPl?%peYPd;IB)$kFbvGo9a-1x+hk$bebNcPkt zZq=UjIevM&?1C%2$rs!UJOHM>HZO zCA_RnV+h29=))?kI5DK-K9`WNg0jPNk4xq_9IuMqymYVZN+fDQJpMjRIv&ywK2u)0^m7aS8mqTnj*cPD%FQY)$M?3`qCfe{|u0LSxfTL~V*vk|)x!>oW- zNzHR{(|`(kkDB~`#Mhy4TEwUM5~uA zCQ2lct;F%4^Zc);2ARgSkGZqP_xOFeB)@F_oJ#UsFe_1ti%Z6MwK2uEz-ct71|&}DR^t4G{8;RYsw*1q}af-0v{ze5`I|_AmGwJx#+!DNcmkO zL6XtTh(d593DZ>C{E@bb8gZ(c2+z73P)c7Gri_3u&(HF}vWchC2|h&HI?ssWxllxLQ z>^ANuAweRBhV3l#@)1s$a;UQ3suh64TPB0&7Em@GORsZ(3cs+Aw@ye;R^bNsG*f2l z`p2M_DPNpaz(S}2PWoo>hgnNKb$HpV;aCoUBuR*HNof76M?m`UtJ8^&UaF_?+9yfb za@{3ikT4;2w4r#FZOU2n%DxgJ^nptcWLbgm7jPB*>Ff)nJBw|s>ly-Xu~8a8 zdcnzZ9LaB~$IOO*DI$#xWH*-4>NoTzkVZV>G(vEugw>_19`W^M@%7~`qIgrzm1C%+ zPgQoA{OrYW4`W*WS)4yUcK4S*NZtI;qe<|3XusxNc62+Dl2CWz7H1djhfvLLB*%dB zax#g?358Ey@wv|}A~8O_P+MAYj39WAM%^9lKKK*2;u=v<8DX2**iibTLM^;CEg9h# zfAfnUjPUpvu(SNtHXd|iW-L$BQtd&s@dh=7)arcNiQjrl4Sq$Lj@&)is!H|EIBlxu z)~XUAd!kzELT*=8<96nz7d|d9V^{m@#EqUsr+LK?U-;MUqv1-?aBbU$CEA>kh zMl_ze>}}J9U$+{ZyK25v-r&6;oCHw>l2EsEhC6?g?pqUJ=4X4G|)$MiTPH!fg=mJ0OCY#^!sCb9dt zY*!(S8|^2*#q0g5ccgO-Mo3e%X;Kevn)4Z`)}RII(*mh@IR`(bl_vF#lX07p@SWOK zGNd!34YVb3Qav?sl~QsQ#Sl-@;#>?L%379g;i!c(Ze}D@DkWD?{Hrp9nhj%oH444* zQoJ>ieexW=HFjQeyphkYfzX00Xz4co8oOe}Md8>*HV{s8e+C@H0>qUD%O zMdpke_O+h>9~sSKfaG?dc>Ijp5ilemClXLW=OOw5rH~SwUNr$yg4Zi~KnEx+C^ETf z*djdu9^!1?2CR;e3*aiw($t2^^(2OBAgY>Yt6p_H#5t;YGb-MQ&vxy9tp}t*f*6r+ zljzEY&6{mvf`Jj+DsL!yCm3}nO`I60?t=vNK|pf|5&E#~r?A;9*X#+`y>XCVue5G% ziZL2oah)B_As6Y@BtU|S5I3;M35K_cr8%RZpL(hU4&fZN|0AQJX?i%^Gq1oIfdHws zZV*OoU2EU4G_hxva*8Z2sMdl2GZ1fD#^iNlw=!2=B93$xGvs}V8`!a11EyqqQJ%t< z7F0_iKq6u-FTA7`5||7D8b`iaiF{K$CjaBxo{HX6vZ82(WH< zyk!(OwEtBB5DXy!)KKw@s=5Jdp%q=do>>K{7zjy6ZHW`w|F!@lrzXT$4*m>fe(eRj z$oVonejRP3DjZw$!KEm4HRl(<~Ti zHFOz3-qAg>VGBk8`^M6&T7Ss+7(M_GLO^?DhbIC!JGRlYdHc%s15rONnbUnbG!U|l z%WlupZ`aT_I>jE~^Db4;Dn0Q&9mWU+vzG1fIQACZ?zjW|xl7sXOH4^6w#)~kuO^I> ztrvEwVzhDy@8gmc+0`<>(YJkj6zafWnB2;O;_QGTZ$S-zJs zaw}{_@_WU-PxMMWBLEl%;AW8A6hkrlid=X7W?{qT;1OjY(nx+Z2f)iI!RXbv>h1h^ zO`&&J@c=v^B^L5)`SITDFcFN&%T*9f*Sjo-QDhtOE@T%q6F^g?q@8d$LouUd}nC zE!~ri`D{6WH7dZ83e59QJ?@c>-#xQkd&sgeO4;)6S_4^-Kqw?t5(yGB`pqvr;r0NZ^FV0(MXqrH!%q3?nUV7ZFg!^ zYFR;z;yO|f6r`5^4av;+5CU?2 zs!2ZPI1}u*b=>hG0CEY~;z(d|WQVLhi0JT-lmSSR6)+|PXf;rUA1lLwDaxhU=}S!Z zdiycqz|{LoOwKw!rX2W5+`iCr>D_l9pwOpdDx)p(VBBt}Z`2>Uo$`0v zFud_8VLQ8SdsEwXcI|c%`~V+$fQMus7;wJd7=$N)eiDL;8vntsRbv|q=^Kkl>&}P9 zFEJM{G2dM3r&N04DoZ?kYMgv(tp684IUkI=8j`e~UB6vO+J1fdQh!Y)6S`iI%v2-w zsfqWg3H8}I5g~?pkA~}A=0)83)(9LV09gcC8+fYG<=MERf4y2gS}y>t$4p+wPokPA zTJL9@S`1xrg|7ItLCx-sHMz^0yk^aN9f1`@lmJJo)kn<*5s!t|?;xW9<56>3L|$ni zanwIYkyx#^bWJauZ2eAW)VY+9+8801H>7A-qgMOPnpYL!nHPb55<$Kh;dy^u@XU-L zXGVBtt%JF9oz_{a5g6JSC>bT6XiOC#(ktrKs_WF?)oKf$;@|BWt)YxslyR_&oD%qG zP1&dgp2G|rt;t_UM{r}hHG(qMnEoKO&M2TYcyCK&b2^L&=C|HLU8tIP1vYQ89|On2reAmNsGvAt2Pie8Z@;U zpa=%RboJq@_LJW^I9EACgc4^&U7MjkoNUjO0cFoiv`2o9?_c1+8oU+z!Pkcv`r#<` zC|qY-j7;Q1lnfurne+gOF<7oX-&U#Ukdp4B&ZNm|s_ksFI{a>@-DI`8?QDYjl7mtk zwdglFabGHlb-L80n;IyworS4iPgF-ePA@J@*T0wE_fRgPClDM{B4_(<%Tne7QDOHNlpQQfEI%KY6c{{&QVRR2LR>w)}7w#(1{shojYF&6FNf13A|{3HpO3 zN^5sIpZ=&0we8Q;pTex$iu2`)-lg(c&RW;+NUwX=0pE4WFUEP*=syXjE6L z0b=mKm{rAUss^Yj0glMsiBKZ5m7Fyc0Z=(|9+2Dz7>ow6ZLo3rWIJ`hBSnCl9CNeW zoga$M?n>3Ua^xIf#W;W$#4HLgc_HW731m_LgOLDp2sTa+K+-3-s9{}I0Z>IOSnf`q zQZ-r*+YV&D2Mk65q9A}`3qYX`pvV9)t}P?SCa44Wiq64G0E`@#1SB&6w9VBJz)+9e z&jsebMBW33sS}3q0?NowV0z*^t;GJP4uiHD$dBpjESL1f5>g`hvf-ighU`L_M~BB^ z|MrCv+r)m^cF~p^h6PH*pB?!N*a3&|D8s0yN`*gbG!n^I{t;dB7nm0lXHOUk?@`c` z;NLn8CsR8UD^P}qZSvx%a=DA-Zw`|c4oq3HzI5v!HA;z7dWo|~425?nhLbXl93vBz zB0dD0EtCu=&bk=Fi)0CaWr_XI99CisMYiiKp^KhEhX890+ua&tRJr&?=5S&^)?q2b zVJhD6`g-b2|A(1#Pbreg8ffCIyW!!TdE$4$(1j9(#Qrpg0DBF?$4W42FlM0ykvMzS zP-L!wew^w5IMeB|(l`~FwvW0F`M27Z$eopH-Y7I zwB@;aZw*z0#7Z@ibWf>EgX)JXRMzIE#K7@B+Qg`s-|6%)86D)s9_bpm2h_r4eSGq6HMWV5Qm&6w7CPQ=G<<_r4>Zff9y!9~9ARRP4AFMZ zvNl~N?VO$7#E(^8IebH`|Hgmar8@rzbNR>+b=@95wrOQz6YrX`&`v%vYD!fX*|muu zuZ*(4(QdGwPEq@fWW7y`v|LYNsFBK73&dsa&{G3)GpcDv$n864mpAbf|A_!e)Kc?Q zT`n1dO!PruowTvT^4>P`PKV^%^g#ytZ_paDP;B0jA@)w@_w~|IjyKv3WeEZi>qQO8 zYGrJSicl6pZaC__DOO9(R}ExjREHfQ<9E*X_UD^mcJPC=ZLC!7AlWI}-7OlyIhi%x zo#fYnJDBE!iP{hiIYLIq`3x6!h6^jhWg^4nbA}5wBh{mGC^L}x)qHAb9sEFTq4|3J znuZ)Mqejw6E(?6;)yeGX^pplxh|LGl+J_^x+d|gcq)GFs5%WQecI^lA!6fab!`Tgn z-QF6(MVU2y>v0u}>v^vW&3RX~;f|_py4^{Clm6^vPINM%oy;G9lM2lTQ?%Jms)n+7 zaQBEtx`tYMzDBS{MvYP@xgn4_Vm|fVoFAZ#GS7C@?lx3SSC=gqqb|qDNQHL}Wv$zz zu4ykJw2@ZpDTu1+R1Fz|F&Q{|tS(C5vw)5`ooUfXo$AXa=CUrOZcQRAF*Dbw{4nO zPsZ3`m;I+Lu6+XlTO3U>jTp9g&0Muw@B02TVNpeY1U)Bw=+1>~7H z7n@=CYy+H7AfE#+l>m_Yon?J_CV;AqB`ON!OTg-jfNR@#K(_-t6v!8Wv3~;W&H{?| z0*D(+G!*)8f&%^mJl+p@xe;3iV!j4A`2uqGVqLcZeAb<#E&?33|HB-0VP)&#sj~`G z3JT;4K=X@O(FMTC?SS(N{rvT~q_Z;3*=!@W95i(lxb)|GNA~u0mP^3HBpL0F?3Az9 ze@m0(f#|M4L@AbVmOQ#Q{KMXrj=jjmsfKVY=`5MCcV%%e6S0j4*|?&oAj$zrT!EO< z630^J*HWfl=|3+2vA5-b23>(CN=wX2v1Mn;pZ6lW_cE_+;~n1k)bd{p=_*{y0X4er zELd-WKBdf^rA%-s_Vqw;xQrHCIj~*FQwQIiM<6m%R0qGK-9* z|HV4df9&}6$TUVai1=@=e}e0;Zj+(<@J2hUjW)VBMUET2tu`Wc720(b7+{57T?Ovn z?ZKQh>zuSbIce1FG{YQFhO0}KD-c?WEjmkDB>rb-C|Ky4r0147`0OVLK3f^d0;t`S;D{=j5}u$uzR-=GfQDO?yG6x3O8f z0{&D+?oHdX-6iif^XO6X(alk3Q!5|g8|DVv4|s8J>*5(TuN`3oITqAY8TRf^U`bO$NSTqw!7TFjV<4W^xItj zT6twZh9SA#0_Sn2|a$QULJG9_-$*H6LFLwo0 zDL+1d-mGTsAz!pV?eun+GFhH3yf^UzIbegiXWHBuQ2YK=|A&CQ-Q?g6wP!Y%dx1_q z0^Hx-U%7=@E8lVvbnTHd;dqJ9ZgSWLo);*2UBeD+nYy$g${SSp$hq}66StcT-@x-u zQ}qS4J#wZT#}03q^4t(xA@Af30-FFcPB`D$qUf1+@**hWKx*D2vfBwPXAAPmhU*tM ztR36n&>&yzJ(Af7R*Qmx5GLap{F8@yLt8H6w}c08SUCfVIGAeshzvhblC!(NdrQ=F zdHsDr=<$-Q7pQ(`y%Xg7TX@gq9rgj;kC)ut&0}ogy^v4d2ZS9b=l{1D9=4&rPJYA- zH1_~&zq`M03$ILm%?qUd&>4DyT)Kt#O5R~VF!MP1*_NnR^7{KzGag}&>}I-eSn%0k zb3x{|uATWG@dd2}n0Nd?VR^@y6T6w`HZ)xTnLfn2?Pi|cfV==Qe7K%yWJ`F&|AhT7 z19Y8w!k?*TUmAATNUa|NCH^%TJViT~FgclzF;D9{i_-f8t~Z zw)npXc4A#bUPyEBT0hJayLmzx{nEvreX72?a;7=J{BEpSFgf3X*`v+7tcpCO=YNxAPDkf{EANfYxB_xCMDmJ0L-|+J3#;Ok0L@UkgPW!}a!w>=)V&ipX`YRI_a0OA6p~Fm~F4 zyrdnFq-y?mmXmq^>3&!JZwV`1+RVg%8OL&gk(3=_*{K@YKs4pwTDaQG1XZ5B;)+4K z$U+fqE=wn;p9jpP04TxC4Z+wS7UYE?4->F;K(nf+sobL;rb-C!<{{*-I-(L)^cltE zd>|u)mv)HRs=8t-N9i=f= z$0z-O++YuO`A|T+s;8MuWNrxI-8d9LRDEogZu|f!2qCBFM8Oot^8XPXo~aI*$?3 zNhe3|VFE*V*h5HXo%(fK`prJQNveehk2oEWGwWgQ3t@)pG{>6O&Quw<|E&A!}s#2N;Q$W5#juPqjFn?1Sh zU#PIDl=fm&?S$lM=i*vSn;GglS4@f(vSZqfgx%T{Dal_JX3<@0)v*=?#YX;!L{}a{AQx#ok%mnM{@!kdl5cR!xQTAcT0ud zT-dU&lBm$k@P;6EiOuy=aiS*rLK>vvbKgGG^f5HpQ}m!OYjIWpZ^+de!m6n;K~>$p_e$FS$ZVtgfrI7HsO?_N5;g+C)Lq{Wyx^#_wkgG+1hqZ(#|Ddj|a zLqUlKV~UNWFI6i!vX5z@m<(Ekq5E}*gv%V76^juK^CXGx>roOvKUvmVZ8uo>=`F@V z{41dZ;h?_setlLEdxfgyKbV9zNtC2f+9mozu0BF3h5a5+y~~InNx!sAdylZM(rUvQ z$o^$ZwJd@0iOj)2NnTPC%zV7n*>*XZR%R?(suolxG1iPB#Ko7eBC+2usAOXzzmTiT zFyl872crmk9Gia^7Zb!ynSMgOjs6i1YcSUev#YW9YVrEie}o@P*g2^(!2a}G}OcK7oQ0++?RHvC*}(Q ze+&EMpZ+v4VPodsDm_V!>ip{>4Sl3CW^gnaT?z_jr96B5841*Mr3^Ckkp|DMhmw zcy2;Y^wOG;=H1sC&TV!Ub9^xZZV^qTi?wJ#rRk$h`|-$udES=M?ZvYzsNM;-f}mZ3 z?qh|Tol*Bu(LjyU;0{{1p^hx>#NIeC>;9bV8W}wHjSC-my=)-B1xxdFb4_(q*z>-4 zWPX-a9*=(FGHpp{W<`YUO=-T6)JZE)hy9h9KxCcc2>zP)pIq#6k2j#k8A^TmH6Eg| zzu2}TRC}%l2{F}FHD9dKWzUte)y$;6RSB16bKGurcj3aItW%Id9Ai<-uJ|I?Yr=uM zT19!`5xN3et_`M#7eKwH+I z&`WX@G~62<)TO>aOP^w-VQ<_}IqbHH^Qbl!+f^eencIdg?O=IR{VEoLT3K_x717DP zLRrF(i6n%Y?ZmxdTeCw&)61fpBZ%Tzq-m_aBP;rDcikXr@Ts)9ShioggCFJ!9rb?j zwQPI~1ThAbrxRWXTFi4LmVL3+M6ca^^MoWT$5<=JX=z3L=W?qA{+W6doKR*EeuBbn zUmC9vC)ErlR<3;U7Z*bu3WLYyZ3VIcz1I9?slo%pvdc9VifC8S@SL(mF3ZGt2`OFe z9u|ni4$H$AxwanCusp%CFGF^cGVYJl5D$c;OHs)+To{|U$Pq{n&=A`&bc5lWVmh14 zI+>XyLO)~I4I+yVj`4K`FETPu{BU<<#d$KsMEu3Er%>r-M$GF$ZZac=m^Am|Pd%1_ zM@sHQ(kE6?(voyJE$hTrsyA2Yy-Zsa;AyLG3`wvVf$x+ARx!_S!{j9GXQ{a7KgIb@ zwN%Ez@UrWG5I2i5`=YTTg>#QTntb()*=ge$xxM42ky5TaqXhPZ_a-#}Lefy}cohv7 ziTFpyk1{m5=>2yv0-3Z~MEwX?5r# z1-CKutk&?l;1(ie=P9n0`m5z!W6`50#lpg}sg&0zq+5p|BK_J0eiiAF{7kdv^T^z5p{5pwIZ;c| zc_q<|o~7oA6Y;|3NP^eI$X^&+ZX9@-x9oF~`hb{EdSAD2mU0PpN&0DZ)L#gQy#k#U z6Q&Y7v4%;*PLT>qE8SOC>+R@CejlE+nh7Q!F0``pT5}6Og$=JfI_$phHUsYTd^ySL zDlK863Or_@G|BrtZfrFd{$=L(xQ5lG!57~vX|4QGzqN~BP%-DgzD{QJ+2mI#n;5~h z;wvd1*+X{egYhjh=P6&cIhj3pG;YrjCf+t_-ZQQ|dG=Cd>yO|CSbr1!+>&tq9Q2aY zYya4!h}BaD%SrYpabvL@;gR`d*^@49C`3Aj++Xy??Ggz#;ESN79cMf+Lof#BFX-nB z{EHb#c9p|6JfZ3W!w#J|?e;ZnnblKe_oc~sE-N^hw3s#`I7yo5I+obkb8$NJ_TpN* zd7Qapr8LYTQ-c~QF84vVVIbG>_~}t%T)%-`;lO{IE*sCwc2{81;@Q>mK^^3H%O;r49_e)lh*=zJ8##U+P zoZx=zVglEF+#K##aqH{qcsu>iWOw>rG@h@+p?&~!s6K)=ZdWI;eW{kFfVR#H-}O#Z zHC-c^90=ZXZq=1`t3zZm-}?Qj#!Qos^wvVc0h^M{yeg-LmW$}tZ-C)Mgi~doDH4u@ zd`gD1TYCgU)A9xOn zF~h6OnLf7G;XZhqRdx%M-DUK(=hMTPkky&na+g`<6tyd)=KLgZe`n@b@S|Kk>W_v6 zjoe_ z?rf)zdk>4#*`uN9?uZK&;6nxOZzwuV-81|FHKirqvr2|fFTw-o3;QGpZef+#_a(<3 zU~CnTfwhaqXl{ zi5b!;HALs0_8nG956ff4{$B+5PS2cwDjAH%a*`gxRA0w_m9*xa*T&RGBAa)o&{f}kegCO- zyDyHdzGCi5BUo1@>65Fd6X7spw7#sonsRCt@l(&vDaS>iHT3I`Eng#>gj?NK$9_1S zi)}wMji^lit4H{DD_2M9?Mv9iE2IhZgVtg2;r8OEtH*kbeM{?$pD%{eCT1i*yC^Bt zn4>XLyBpI*i7j95H$X24U(E@&mZ#9|)SJ3z(JqyOgN~Q-d?>E&lC=+$SN3c z1aE_qd$eS$B!JAm^|*;doX+wDl1M_Cz`?|r)jAT;U!S{MxU@Wq8+-=?`-@k2odpyq f!+o_2fpHRv=6czg6q0mJz<^elwvD8~6aoJS+4q`_ literal 0 HcmV?d00001 diff --git a/text_analysis/case1/030125_ve_rfc_stm.rds b/text_analysis/case1/030125_ve_rfc_stm.rds new file mode 100644 index 0000000000000000000000000000000000000000..fc7da6e41d4ea780fae62decfa9a7c70d83120e9 GIT binary patch literal 116033 zcmeF%RZ|>5(hj9rHj&r#L!j`8Ruv~_K&S`{QDD1{_8@Pm-v-_G#DWp>(r0lAdqlCXUJBh$e!E#a8x+3Pc-ycf-uA=&I=L9sIhoSS@b4G;^f~8%=;~Rm; z*`6(hd&%fx0YAioMmF)XHXBi!j0^VHE+K9wa%ELYBf-41ozm~g z9?)ODXgiRp;v2irLXl>v;GhY&%0u55{%N;x>ozb0)b&%=Mr%qTL+NNQD%6FLlTYsg zr=n~qJ={wy&Oq6Kec`WVqBGsz9g7~7FI7Ga{#^kIZ{Kdf>IS-<>1!V>So{f^B690I zlAZcCT4<+8b78~JqHIL&k;*qbT9DI#Vm$dmkGA8T5U#psq3rPsd@pLtE>E^7H>=(~ z(uL=8mV$de&&Vw5FE;$#qZy)gxY^p~&!!sl2_rQ)%La`SKOtf{P?7myD?*pu{$Vtg z_>6O>tLzG$Cuj6KVqKNho>KB)DM2t!O{$!;x%A%PPO%-p=@&EX*mnk&=e%@gx?v64dHn713uD0H6Bo{{LO z%YHh+Mk4w%Z1}(aj(66@-Y*lJ+JoTq?HSm)AJdebAD66fwGv^!QRhB8h_HHpQls%Q zCA*8my=o5dir0fD={}ssucuZbJ6BHm_wED|AbIAY+0UXj zUbn5Ue`^o{qGK_ubScp;w%xQ`tC4p#hXYRpqaJe$cW17VkD>s|FH^NDSBRnv>FFno z5Gjx`bnV8EH2%Ut?6}71BdMZeTB5>Ly-ZtX6Nr2^Y6+%Bc&BQ<1ViGqcH}mLroH25 zv??&zU8`f5EltnT$Tj4PSXsFuDagGqSpKzb8WNYO>R<2fW;ys%A;)<`>Jr(GE!rHy zxDa#f=r`V*HG4F3F|9pH4Eg-T^)jOGsjBa`=*3!xJ>G76opTEhz0SE2E!|%U8Ijy5 zMbpS@z9x2W$`S%l;#2IyXQ=jXf_e)_InqU{J*iqKn^MRJfg2~WSMom?5u27Cs-hXbVovv)M zgd=$3w6Bo8+6-)v+{JxvgL(%aGw0@1T5NLy>~(hgrv@UfwK^v{bVALJWt3$9Jm)p9 z_PH`wd6+%zzEZz=zuR}by1XZC4IeSj5qlX5T5+hW)iCZeeWEsn+dsc_b+KA8gkqSb+tM3 zVyb#?(UnNduf3I_0!rFTP4Hs_MHywHv%7C*01_{)0iYS(%^3j3{yfBCClG5S5v69J{ zM^#GBXSv7*W-b51ht7n5s@wG$lAUwp3K#5a=0Ae;AigjHF5&{+^YWK#zMvzD)$ytt zNn;ZihvE`B@?*gRC&T~}q04K`M-s4IHjPL%?%z23jbuS;mKTEB>_11XYe+dJ{IBlP%a z;#@MSWEu*zXeb+%3TNnxkM2rE6slbuTxTWc${iMpembKjH~iJ+#LH8o4+#$b!KmO5 zsJ>Wpo+}5NxoeqVjz|Aq1m?L*x9r@-|2CMC2JOO%OUB()M_1*K7T^|uQTImGe-q^E z_p%QOkvu(nbrJW9zY9}KkxII06l_x6f3_@KeA1Y3a~jR0l}hitj(r$EEh`pM^mvez z19a$$@JTaZr8IOFjS4xDCNB=;dJBi@fd##&X+^&^WDdni`Q#R^F2H6`{r{R=%Nkw; z+syHJaXRHzaHYQ1PR`?9sT{ z?!=DI-rL(){ugC~ci)@CVZ4BbnZ)K_sbQ=riz~c}C8pP&E&`;Sg(Ow3-*ZxHrp8Jg z>l`ghRm0B4!B&5u=`YOc8{1ZM1^gP{mQ16p#9moHi@*srF>{*KJDthy6iYC06&xfu zsCup0@P3N()^K!fn)~+xM`DteaL07bUW8dG4(iT{?W(2(Z*F<4fU?xhz>v+tf`*Az z+_(;t>vfuArOvXZ7u%_!3bu5SAIk5IFo`Yst_>f%LPs82UHm!w_UL?_aMQTkW&!eQ zA6Z!~O5jv2?~>)gqobzJp1wG%+}5ZH6Y3iu?h%MV7PYHjf7)bPL*-4S7`+-c-#s*( zf@Ne1XU~i=)u&}^2vcM_JX43V^;93%j)gsHELvW?0UKh&YaOEclspVvj5HqJD~Mr( z_~)gvzv;IaDda7?XU4W~HWgA5yl}}IR@B`BwLHdb3bYQ-O19h703F%^4SW4;WdP-v zrn_3kk^uhe7_m%MHrwlO`(_ki;)A=Gj%Jz^P+e2wm$9%WpuO*-ru*FWO;y(+zc(NT zYvx<0u*x!ZnzqYffC=<%rC?<`UT@LzyFEpYM1!9~hJ8q~N?6&5`Ec}m_JCXu3VQoF zmqy!4vkHubZqkLRKPZL&LK+wsan0_Xd3^o($4Huf2=Ra+QIzAIJD&@M;n?%6DaLGs zO_Ctq(*9^-LY3LWlV8xfIGY20dYsH{{9xaX@fZcAg6_pzic&?6_uyk7oo-xL4SWB1 z_173Md)oNzL!H_6Lj5<8bEv`q?}l7$9{DkWYt@W)nc}&Wnf=lGG5o+U+2YI z%^$;2?{n8BU&3mN5yxFNxRtt}NY;I_N!gS2 zqDIEQh#DQ`rP@lGsxPeCq{7wl7n{4vzCNa!c5R_n`in)2t%wHd0Z^MsR|d@QT-6U> zj&R+qlSa1pU&ItPqJ|ELRb#wK8@5;605^9{UR94m8g;JY4ddkD=`Z~bDM-X;aEye? z82TmHC&#omb&Y(rf3wAQ@$=AjRPAKpvi-ld+iR%0m2XF!^(;V%c~W(Q5W8cQO}G1R zt}|?NmCVgzaldXvyD2Kdi+>K{`+k>xdn9HHH&uZwOQyBSJUb_-n{P7n3? zss7WkuIKFKIRu$PE}yWHL*Cr7%jgm1lZPt0+A7jnM)-asG=%V-WWIVUYD9evK(~g}t zP?9Uqe{p`!w>q#?7VAP~50J23wSQEt>eX9`OO@gFu9i@ndNT<0i8)=h!bwk5^VDge$ENY|xrnuqa73Nwr%Y+rCThERFO!B(wuZ3Ks62 zL|Qp`g`|;^+QsG&cKx1@c|KUKju7;hP>fxror)$Z%=kNkXHZ)I{^a+zDT#m-sAfTw zLeV#ND}9Pk;v){2+aDlNar3ShSKA%D9g}YGCbo_%fueRG&%aoEP3!Ayax@J{H8OT> zb>S%4Y*q-9@x^an%b94apc$u98JQwn3cQ%cg{BK%gl(@{G{ENQb;?Ln$m*nd=>Shx zi^bETqrZv|<{Z;SPBVPx7=pJ~v4n|Q3dr9`Kk~DdPIpmuO6y8|P4CovRmZ>!j+eR$ z=8gq|&aw*_m+N4LaGbs&K>Md#U{zEKfXB5x#{d`#NXmGL52=%+}_baKV_4JBLL`!pHrEd@%Z2t6w|=? zSjvz)c8>>UpWy~3xxv^{>duu=RWaIAUgKYsf$Vs+vRS*mKy`6wF z$PclJ9GD3eioe=bThcl-_bW4Py!{nS2n745uKcmd4F`vOH;`+oHhJa1dbPRu*zV}r z?b^Y6@OI5oynIacb=(v=jby_7xvppAcKH;o-SN(JylT(^&@VhfWFZs@Hm9FFz|J&v zdFcSr^5?@!UJhrv3Ao$--A$Nb&3&8#xDAlpOp@g2TCw~s@aRa(|sY4~nxy#lo z_*9F0`kEB)&TmXRS3X_XZ38otGVKI0B$C311M8!$==AN>a5^y>_uRxj+-2+s)`_om zTdH*ek=?K5nb+4?BCx;s%WJR_f_q7>mW`Ki)Uz0xHB{b8s;Q$pR6p!0?|4g_f4D_1 ze-MUW;O6)OHveYKKZ9sbcx(uX`Nh9xPdkqvNW6-e>E6u8Ea4^ z0KT6ll4G@&>B`~~HB0;K|9Icn`>Tmub3~-UdW|TdL}1cr^4FO}cFou--p}Eaw_N}P z=af)`H}zj%j!0xl7qn5Vf9GF-4@7%W>2)R)lhu8wWL!_mp!q`bi&Cz`Joq`8zie~`%?l`^?ng#DDc z`}87Q&FqziUBpC0mH zG-JT&JW+5j^x@@Im#hf@CjFFYdT+^H7|^GLvo5UGSMS>XUh(Zj@a8+p4Kpp{Uw_`l zp*=?D)heqg(LZhGX=XL~$GHmobfm@wTE%SE%w2UakahjWnjAE~d*0Oy4UfX(eK2ba z?W#(}YboO(TYS2~;Mpjy)!b5}KXhHp8UXi?>9Li@owEZ?Kf;9wm;~_eHbPTMpQF;o zG-$y7G7T21)FFC?ShxYNp@RXAKW%cvgu*Eto!ti5NAr#uX$ULO+~=%_-$W|WZyeKh z7E;9Gq;VuekPXD5bl!Aa1bt)3n^1=_OFwN4?2+C$Hh0P3C~iizAF5B?ZYe&*ovNv< z-i!uw+NHle#D{nsriqsI!lw{(Ff{@2+IrxHFo`mbZFKF~!1J(hD#vNLe*qfTRp1N{ zKVV(H;~=BgeD40^-vcq%70AY$Zq8aD#afc1yu8`@+of7xK^LJN=}oA%S7ksa)~8(i zMsb|4R8ZeL9E=fwc$ z!}fj!TqN$q9$BnreYY@m!V2Cu2aN`lqaZh-;Lk_J!x&Ecyb8T`DWaoiOF&hBJc z(xBW$SD+o+SH4?8NUkmAbmN}|%AfC%=kAzpewqBHV6qMfd8ElZp-sbE*%d3WB?N_c zI2)C9)D0YnD`K3$>bdLiXGc%yn~ZZh4U+L%Q zx2|j6#mOeK`=?dM#GwiFvS`=`=)3(Y8}Of?WI8{>6H$@u#0KOTM+ooq58Puio_Qt1l5rEoR!SB0S3Fm*E_CMjcd1QV$}N^SH5-|Ic zzZssRKf5cs&hfnIett8S?6`)BT0{;G<%4^Su`!d9)9ShUdWF~*>3)nuML$psmybp_ z>*#P4C$c{YnOBA6gyU9awE}{k$#shay*BbjvG{T7A~L7;#;|>xA_#o+dM2dtJ3~jZ zj|=y1rY$F3DUyU2@<+J)6$yDfRnu;3471pS(qE~_@N`OJ?OY0VfN!``vz+4$)j<_y zi?*GI2bd(ZereZVs_hb3H^i-9m(jQPV6iphwS$7#_T0O1f6K$(JzxG4 zBf*&RLCcfNV|trs75Ts3)2n4NY0S3_hk{IwA3l3}<#klW*;i?D!#=h=S^HZ7PW=5U zPjjLyaU#qA7rZ-6f5SI5=SUa4=^zfb+FdI+HK@Cvk0+;M%y+pO ze-`>jIW;%Gy*<28qXKQIEjYDaG>0nxyk!N8r-*5DQeUS^sc%wi)La@!!0~9c1t-(; z{3$B57RuF+v{rATz4}=I?sg$3R{}baa~{6p+`gCOTw})5w1qt3KCD3>0LbP{S{|NO zPZ)9Y{wQc=6gF~{z4+d+!Rv~?aNxKJ8`V6lftAkSbajGI;*@UHsla_ha7#lIp!NCufgPJ6^f#E15j&IrU6yQ#S=8i9v3*P{_~ zpM;DUM-?EvqIqOX+$}C`b(!-<6ueSzG|aw5?$hpd{BFC9;AFFQd^mm{!H_5Qi~Fwz zR7Ei#m|mMJs%Y2cNf_jXQ~}5#6*~E@VD!E4PyU|Gnx zgh|TG+4H8Bzt++tnSv{TqZflG)3%HK;g?o(kkOZtqe`;liOV#fm_4}7nfPJ1V->0m zE6>5l4GOl+>gwzoR9;!)f{d=`-1_PC$1JL0N@@T_%f7`trRCh@uq9@kZIP>1Up;0Y z-c+dae6w=^DuDQ*{rheq&Hd|bKRO7xC>oiio&{Nl{nJZVkyto?7}ssQb+@ni&Het)*XUeDXi4dW*DX4Z@t}~|p|nNU{OWPWb0tfB_LG8tL%QM{ z=buTh5VII1A)g&q)XB{Bsg{FeOFPP(f>%x{(I-UZzkrzTl)AXLF*^ShL`2vEo$qO<-auef&YLLBW?cyc;C> zMYV=gE&V9LUvUbh^35pz8KTYW(wO~W{Cm-eWvEmV4>mZL{WDpi@$=*Z79mLWt+c2= zQ;##*s(cd-`b&!r)l#z|Cze$lG8tDpwBXUk(u{ra!{%av8*YEgbCc|%=gaj$7#xHQNB74};)8Cl7 z9~U<^L6Y~^hxfQMMHAH(KiI)!-2l>?KxUtfSC}}E1)bvukv$nnyAt@3!}Vx?#b7SY z%lCP{3Gc}JEc{NN5;T>`*hVVx$Xq0c4*v2cqCoSu)UxmqT{M7cwBhcffSyT*uVG3m zR?`GORqoZ`%VNtYFdj7YB3Y~xq;fcrS8l z%IT*Ra93wXQ>HmfS})v?7!A&dAk z-T0lQk?Gm+PJqDIUCj_<8& zL&a4cDOKnk7C1AL!_X+$PmM7-AnSTCK-wc*(KOuu7ck9;T}F}sl=-gahorHGAd%}vvHJq<8uPH4 z{)zlS^_e!&O75bJo|6Lih&xr|JiULDH7EdZ(tbJ3uSk*yhnDBZxd?zcEcI>fnnuAt zTLa7-Cmo`hsLB}5)p_0f&_roF#(VqBBE;@5NBWzIeDhmBlr4US(LvmC4zlgStekk@ zW}oTec3S%)<9%k77BdtUrbXZY7muMAoFi2c2g5aZX*DaO_XD&mtyXCO{8^n#zaj5A z_#-QE)O!9ca??&41n+NViv4-C#-m_+c<9>x6-45gmEyPj7z8k!Q(&(e+}Tud$ahtG zw%LmsO($oj*GnIdUe`#J26q#=ob@bxR_LzLP-Q@jyRB9}vU8EdQm0)wbh1t=nIOv{ zAiR?RsWJ@7JhvYW4yYT*U;S*vpUr-$<;0&2=-A)!Vtp=hU5VfL)7 z2VFLKOn~1=;brTYMj@XFTmRwx!5AIh?tQumo6lPWRi;MzM&24Q+CLqhH@J-^86W>gD-Q^eCi(4qi=Z1K&bx1NG+9rPBLcZI-2)N-MAh3v z?%DFYuLc*=fd2WZ^*DuANu|^5=Iem27J$!mUOMuRA7#1rcA0DU&T4LjR)Zd}E}Md| z?ze_9#<{}$HKr6u>=T!!3mUTSk;CEaaxhHig)VJSRkK(LyuqxUdK&+vyp43~A*7j? z80gBj-KYcK&|fj?%}@YuTy<(bqzN+N*6jBcB0L%_G&2=R=ekym#cGr9H$?aF z3&9r5v4aXH9|L01#yVerlA`w^p2-KAPxYN^*SWP_7yVgGhCOH*%7EVM($kEj8?Ml6 zaq{xSkZ_Jha^p4rDlsx_W;Lb_9J%?z*-axw-?418bct6OCO^JV8c&j3(!Q^aVpJ9aRQp})j9KK{jqj*wOM;O>nb^0_+h=4|LT;^sy8O5%2>IJI3iL`W|(_r$?J zQ5KwpS9`Ka8T4E*d`IHykVk3_G&s1*7RTaeJE=!Ylf&u!>Dzs0^0Ls~AIzqSC(2-y z@#^M@Fg{!Ni2$#fS@GN>GedAO^4V<3g)#YbDyFe8`?SQ_rgtZTRBkE@FxcVDXm94E=v)rqtVgU?mZ+CG#78?rwktdYn>8*`ziwf7ZNhv!1*m?gut*Ki=RgfbQUb)mEC zTxllsut|9`+Dyebx=JP?AHzq<_pk)(n8ZgtH+125TN2Y5gY*ToGi+pXbHyqETNLJU zQ5Y0e|1CO7QA<6d@2IsvshZ;YfB&R>cX5I z!^29)iGnuWhgfRsRJkT_WtW7N4&3c_kQ$FbS~LUGte{KN#(~F5an#yXO>tE##?TWl zuNxg@k!i8S@z!T&N%dY@%(ce~CVPn!Vj+bpD% zP?w}3`D^WU4~N7U7-=rrFBOGw%Iu~d|$vk?*y5a?cr_B1{ za=Kr}V9FrjB7(PcF*!%MoATXT(BPZyNXjB>d>&oI3TbT3+VrWtCi)nFQFbyn!N!1m zr+;smj!$N?kZv^w5^%>^xEMwwyv{cx*B_*X*l&HJYP^wHbi}thmACyqf`i$2+TJ#^ z?7OAROsz4(MG2kN<_)0h9`qWHb{Ehku}^i>G{;-oc`j7+`Yk|oGoQH(YGrvC-$w(; zJ5KX>WyA4#GBu@uKE=$@?gDqZlHVs6#xSq{oC+Muk6PTmN%zZUnz%+hPCQtQv6UiK z*`$`ph++G8zIF^u%dfay zd@6BMLmxjfY^KgBt9hNRD)x^ZcF@5Cky10))f73VKx5b7xICj-QF4j&i)(DVPEr7G=&EW4#+b_5) z-NWJ6*8t8VhWn%%hQHe1u2UGEzDN5pDt0H)8IL5@?ETfY!2U=cB0KaUi97Otr@t7? zWs|rWM#z#Zu;qBd8OSA*V(H|D{>w#w$cS$M*U$R(p=>7<5!eKeO%wkFfFPV!4wh&J^6}e=5ES=2IFM9L8iQNBXZ=P@wa><-n zI_05X%;tZSx%WoMt}U?t!!NY4d<4D^YMhLp(!TvGX4qGYc41L$`<-v_PmOc`QyLNA z9VQqBRWUf2NkSqyFHcTois6$D!T;qrSqXZzsYoKgN7Vn7GO*Yr5dq{d!3?O1Nx@8V z63In*a%xlmWfn{@5vpQzFq4!-azUP)>QvDu8#N-pe;FLiq$rVGk|(D=Rm5U5Lj?3|Kk6(2WAG>#;Uy#ewL|9?bzf6tk$~l2mc&xzKi>d@#r&W z>Nfq0x%Ew$o7jOf2-i!Q-w4QW_Qf-eeqkoxJ|&U z%E#olD5cl1t2ff@N*E#d^V_228=OAddW*KMp{lg>9I_v$n`q9!!M7?ZlQ`}`d&50a z6+Pyzwf%$fee~HM>>|uWmuu)MN4EfGTN7Ko=vw!khg|c=;eQn9!;La~hi@;OJ@0ca zTlao{^!%sh<}m$PC>uEW_5^y+nZ4cUeSAx(uPXk14&nEmntAaol7ek|r=|w0)X7=z z$LKnJPdqSwlUPeIZ}y7?2RgFa`79jcm=gap`e84H2y{70GT7$0cD>+G_E{IKPKKIq zT4On=Uwzy}CyI%Dd?1oEpscp}^8p1T!ahSrE%w93caOhk`+}bvJHYD3UNlZ$3eb?D zC%w`B`{5xYiXT3OYc*(E1nJ6ty>e<_TxVS{PUDN>ZeF3 z1r+1&l55H8_u*ajrXF;3ODE>amw^i2T%|CQ!rZTssYu^c@j92|UTELQ!WrV(lumY( zKj^_38-{DxDpnp6Heienb@XGTl4i&8%YWdrZ#omefHo)|N>qe%BGg-`pGc7d)ZdB)mhFulW8cScC(F@#{%3iy8c<$fZ6%j{;n zhr;EsNb8gqadt!}Kq;C}7+%fh$*U!vYL7OV;N2%<#9s_0$dnt$$Pah7$<;7eAcXFB zwOFbOj8O;dFhBU-{)<=Gw9*ymm2PX_LpBjhxu!E zo_SCa)a+AWN|RR~WSXV+sk6_T>>2ft$EhQW&Du)@kLZd|;f~o)3Lqda3X@)Vv8#_$ zM%jgU5;4)#_$#$-Skht4N-AEQW-3<&33B_85wE=_9HSb05aCA&A<4}+Gz%x)eE2)R z*Bok#k1s~0Sox(42`OX7aMLk7Y4r5@yaA>9ak1Pjx#+|l)90l}%VUv6DFh(f+H5On zbm@$tSjNJbQ%k?w&Me4QXYeH9?$e!x42Fe-eCUMsBzJjkO14I*xUXCL)QkBNuAQaF z#|CeMTO5^@7(&EdHdfNhWW=4Gk8eb+sR(3tg(m&I5$LQ23u}zs)eI*CV3{BKrDlIH zNH0Jxw+DA~*KO#w5q%LZ@WY1Rk_E~X6ZDK+dE5;C^Nxs>cr%Dyp6VD>TVqxBx>0HJqGSfIWD(v`b_?fMYEz6+hd1!K@~SN%uTr+B^5v^wUHh&u1|M z0s~O}k*eSno1+L^ZMv67`O+?5UOc|cd#xv!h`N_flu!nxL@XYD>e6xXees^qWWUk9 zj$_5hIi2d<*g%q7UE1g5aR?QvjbwwdSESJIb`mcNpy zmhH`4@3UfHJFE=pQDbpO-{-S==s+Bn8(QohKMrKrtnVmOqdM;1(#8#*1`d}Ou8=UJ zbONuJF6uUr#BBQ(_xa#GrA(KVpBu>5_FXwIENfAMmB!kpeXTxRmg$&99pZl*01}W8 zcOoje>ShZAl_f)Ub?!wB#Tdd0+Hw8J7&f}XXOrCYizh7tY&3w@{Fc7#Ld|M%*HX17pHp~S~A8yy?PfdD|%GRnlW4HuO#lbImg6RHJrhQF|Ma7;oz!HzNNIEV0ez?6}2PlFF6%`UDLW z|GHC!8;#G)Xus4SvahVTb)c%maaoc2OE?H`_=PTASeOUT*|5re0&4enf9d>Tm+o!S zpd21jbbTACoM;#@zX7yxaJH})<=u^Pp1BenZBIBNLS)!-)_pka=!D0$ zm$aVqE@yFG$*ou+q&;FQbV>(#>(Ut~?sYLxIac)WwVznILIA;S%iDEHCc|#3#J(r@X6ci`1 z6?B-c4T~P%{QNzihdP$v#tgf` zatp%O&FFp_+or48<_XW zp9(+vFBGosXWP-XuM{{=kN@em%gx$TK(KJjcbN74rJP~6n&lhf+I)~d#Dj4D6|L!t z%P~98#VY~%5>G4cEM*-FWx3G0pTVccJYv`D&#Amq-FHGW3}1}IU5J!BKb!d1;k3J| z0$;6T&|1$6-7t<(AngKo7U&NyQXzW~bba8%bD#lecam6^=i3z>*T-Ib=8-f3ez~S~ zJT}{}{gzzja-UpW2agAZ}grZJtz>_6)FYL~|63OlYDy6-z0@DqPs-uS9Rg@!d!2lbi6JH}>Ix zW_<%ZbMBjK;_EIfJuND0$KXfqd!l^4ObL_gG7eP7oj@yNqdJp zHL#YB+ocNC3Mxr*%DnL$2&H)*ZdRi0fogaBTDphf<8xJvPBao4;5w~Jqq~8ZdWmFV_Xw&hM*e z49$*z*Z=HX;Hdlq_1|ctgPpjRFX$U1XN=iCt{ZuIR9@4Y`Ij%{2=+ZCJdX``w{ELa z0|(r$jfwsAg6B`c%;=7kfg}3hP6HvvrNzZeHYOsaCecM6e6hr{M#`7XL7#1)2uej7@8MGC__NlfFwRpf zod8)!Tj5&_FM^uMW^tSfebMqfutMc9tQyOQaAzobTJ`eF9)G{+}6>tW|aye7wA(4hJ<^+nHHw0iPm~+cD@A04h>1060t(k zF3%x~4Mh`2&}Cl4rdyhFbv>5E;b^pD<8d++w6KRRTBLiE03V;27(H*GAfaWy4!w!S zko^0zncjtQsN!+%PxX8#5u8}$Lf`Jp*BtXP);Y%#j;oUBplQt=fNRQW?_pj0iV$>A zt~AO=YY*xTuq zGaIB$=Z(JfgH_8T?|WQ%3`hR8f*vqdRFz9j2f@3F9eBVA?Ogn-%jrf2#_n$v%_af7 zjg+!rbL;I{=S+X6@Aq9@9p9+d;z>nQoi9sP0(u1uS+OD2C{f0IjvUmR*mS~VnCe;s zwSsit(~qfvk3QGH^&UI)#IvlZjcc5MszVfd`}Hke&K|qw28{p{N~)houn~HO9w;8D zpfemtg!sz9rCt%%QO`hL*Vm7Zvus=1eThaHn`pGpQ|C3+7YLk%&DkgQT^ft7S(G62 zH4@YMS4OdN!JesfiDSo3^uCBmf7D@Ka~Ta(ogN6oCs4Trw$qGnDR#LBVr~iL!+<{Z z7AyC2C&v(3JT=X^zq2W}6HG9t8`6LxSoi%4m7?e+s(~)+`VC^M1Io|6_zuOUZWa4Y zDs_mX^@u*+#4vC|n-CchQgRcl5hk(~MPC{(m5BfiDd~UAKHoA2{T%*6A-r`uc4nie zg!rlm8@>S03_l-c^}_>K^9+u>L;19`?P#7S4?pgW=99FkU(;SHecAWwp2*}%5~1b zg0$?;;j$PnwIcZ>O=q)fyv0?5N3I@hd$+xaPs$k0nVER7+CcD~-x|aNqxq_T;xwnq zY`V1PaBEt*hV!%PxuXi@a74S)KunrH0&{Qf!s!ttsOQ2GEzJOZiFKY@qsain2N(8q zVR51&I{EFcHEhU?&qo=nIVKTFUx@+vqAQ)MBJ2az&&B|+sC^s~<*ETIJGr2@-S>LX zDq1?#64`Z=O;ZJkkq^@t7ZPpa)l|`uL~Mcxr*e6nTAVyb?)Nk+L#^Rrct=h*&fhu& z`usnqnMx~xlTENhhGXh2O+WP^g#g?g_jPvHRI=Jf(|+BU)w@8)xoE*3f_OBXwv{Ia zgj=sc+pSJjLIa-OUO-qgUZp6+*1x;5_4^w(aR9IApC5>Pyh+qryG_RHN>qbMFwV!4KodOdNeXcWVB zh&2@Ju2`xlox<}T(`@n*20kHag{#v6bLw`754)?9*!&y(27{CV7yZIXG^GJ?h%NA9 zRjQeRM-*hC%lRg0cC)(#}3lb`N?cEK6h znLZI-2N7w90zrOY1+^lH@0f{E<^@`*>}A>`PwWZYfsN) zZc%zGa!UCkwrWD%glgtlMUyiHbNPWSExERU3@3+UmELE|}x;eKWjK_4hf4SYcO7$x3| zTr}53KHZ5cUf>nyph%TX)+^QTzAtt9IZ*z=J%hXf^tlsb6_d!K>+c*otw3r+ST(Yj zXO#Aj_;xfcI*C?NE4L3Sy)Kmkp)>__a?`sAQp)|1yDWJSVcmDA;`kb#%cqv08vW@R zN>9a}(qoRD)CHto!yNa7Tldd@@oYN?M7}m{>;@bohUbaQ@ z!cnKn!4K;>Zgc&!BTnEIwMd1t+5JALo4|K91_-PYw{$a4=BX|F@=7x6g~X0K6XBW`M)x_SdW4TZy-)bNujphL zN@Y24Gb=`E?K$5fU`_i}?yrcAwZJ%!#Y_lj?8Ava3v-U+Smc4RiFof6c!GF;G4--jv=xXCY_d z*#9Xsd1rI-_f%F{SX}2%iN0+d00TSu)=h0G(D-btO{EvFR-dG$xOwLthMSTFSLSyW z(Fuw}e9nc+Ov#*Fxw92#^*d5agWd@5hzyoPEDRk1w(Gb+@vV2KOG)eKkt-I7?TYCL zC@CTG!VXbi4eYL`^W_mH4)H~4;i_BJFWV_iyO`r9WMX#4o|Z?Dj4$ zy}#KKZ~e-#FK_CXC7R$pgI>YTvnEJ_cquuB=M4y1sh87+v*vqGy$JK}ESRy(J@UG3 z+h>u&18Bwv|M+zfBJ!`-5PdwhwmV-B_CF$0Mf2T~S92pln^XE$JMc+>?Hyg#T*yIt z1h^@Q@H}Tf*IXnSq)V?!%q^$kzy|0Dy4WbirK_Q-kKGT1&H}DoA(!S5^*)E~M=E9& zY}bjeNJ>3iWYNGEbKusvNIF5y24X~Vl7h{f;QS5N+)BcycNx)}%iKgjqrLTb_Y=a} zyEH23RH@3=X|fR5JsQIfh7#_MONCl3f2OI~nCkRNTn{#u?6 z%lFAiU-1fBxkgjOqZp|R|2ihd*}h?l8);Y0>|9rZux+#3&0)tL2#r!zXZ68$_Fj!h z9z6SC5%r{b@m^>Q%3fc=>YVrJ?#g^;bTTAK)}WC#Hz)U**I3}r^$B@E`Q3^BZ|SOf znBU@8^%{M%D~$82KU!TvTkmsSM&oM(tK>&fNsPyOB~6jpX;l$(aE2GIkHTgHIqgcyv8AORnK4cuUGYVD`ixVxp9zsf7*n&a}sNW5d+b4R~QTE*18 zu!aP^l@73d2fYqI54^pc3iwt;STCb|MBc@QB&?$bFI6>)ThsPD@D?5XBtz&BBjzK# z^VFzmd31eK-mRQz;>g&=SV5Z=bVzhO2@SOBy)BU{UD_~W{3m;WCC zNI)G{1t*NO;4R|kCjV>8hLZI2s3u34DKvFW%XQ;oBoWJP1d;;^kOd!_F(KSJ( zom|h(7muI%o@5S5mZDdFOcjIH@a-Beo!zA?j32wslBz5AVEXuuJ0 z5w$jx@eriC9O|uFSA<$0k@XT|B%hy|DfG znoISELFMo*%iRx>A$p+a^mynkNZ!fz8fV-0*YOD7PlKDMbc(^=FlW5%ODlwXAKSBi zx(@uj1YI8R^Z-{MslG};8wBYE2l30bpf7vZ#rkk4*p+7}n>~L5e4axL%pb3T-dN@{ zoc9B&{a9+pOQ>xRYR60bx=4{OCoEgH$sCG*Q1KXUpjsQJ+14h?;U1P)1~HyXG8u^j)W`x5?X zel?6sg*NZ|slT>I%=UERp#ORB|1=_Uq3j;pKaP8;sy~6US--hk3&F~YQ4Zz0r0Pzt&>S@0{q>s zw*xkEnk3N+Tfg2tb-?^1@O*u$I9pZ?zWZf)thPM@oB0EidjwrUP`{%qMdToO zJy4wtdZG^aF=dV2ji!)5vwzdexdANR?ZYK8rU5}`a7UB491ymZ-MO3e6Lh}O96KD} z3SM&x8j>y#03UcTn8xQ3#0o3)J@=Ldepah}cLF9L`k4s-^E;Gv>52ItQr~!fT2)?s zyZ{5?qXak_{CK?LYXTvRZy%lX)gjlPwIb2zc~vunS+shvr~Ux^dcuPTs>iUnd^4?a z)jXvhEtK>lT{6J3WJN``vmfFG9@1w%7Kel#^7@;$XF}r7Qvt`_6Di}Jf`h?|tq9`t z<|9*`xIxEPL)hv(9VH&T(HNtV{*h|Cu+^IZf0X_-#@j1WQv>fI>V&E`>$^IL<^5uZ z_u38ocj}e)k3~^EzCrDHi4(KPrkkHqAwo6C<9%ov@VQ8YU3?M@xQOxc{px#w-}_^) zuaC)Uz55HU8_xTe?0Sly8I_%*{#%lL6~6@Qvds2NUIBrLcVbsvMZjMPsr&S+gCNU= zQxz5GfvyOp@YyQ^Xyt%^Gm8yOMty{C^;vzl3)9Sl1C*>M&ve1aLaCHIe=)xN7 ztnXBhzx?MsPRtmeRP<*`J^4+HC%lPxMs<4B&TBZm(8#Z$lLyu>!mqJV6WGMA(k8Ht z0_XbT_^$C?fV&*Cd+DhN)ja7bz5IP9_80I^%#ZIdVFesXsQTH23531!W8M0T7j!RH zF`Rg`LN0HF*-1aPSNp+rk!6oSbTTBVz2k~K?FF#~K6->oI#7$*@Ic1#5#Zg1%Yssm zfk~{J+V0pRz+EILS!8$!EUtA2c}$%FgYPfnU2dj8z&q!U;ufWVJE2O`lB5f~cGKtV zxle=L2<@$~x)sdch~LJ!Zv~E*=~EZXcS6jTlLgn`QP!DznY=o7aHApkJ>9~}P!W1SKFG=}=<5HxK@McHDT!EeCdPr)$c1H-L4Cug58RBH-6#{$l%0 z3){!_(oIQw0hj1^@%GNs5Z4mkk>f7Dy5If>k9(?`l3XvCK*Yx{r<@8mLEwb>zU3@a zz;Rh$y;o)f21)@h#7qXLwu7ts_kYyOpTE@lVPS^0!LJ;0DE`+$7S6N8e$Wry5M=wI z8~7MctBFgPQ=LC*$2Zv0^S(P-e*}(o^M&lEoq*F|qmfvE8gO(~50(8yz`>t-skD^z z_j3P(AMv+1>TiFO4<{;n`nHhcbC=>-`k2SBfp;`9Bk5o)xDRdJkkTRsiGpuZcj0aW z@6(%yw4*jaqR_tEZh@5e)umG+Pkq{A^?L6kTMoSqUhSU}~9QNZsCHUx=j}uM&*3qpTzAd{AZamiY4*qSDwrM_jt)W zPDtKsWOH}<1cfigCx*ZX&f zOo9)?{<+|3Y2YHAU+4DuF&yR(Ww?BZ6C@YdAG}bV0^IhCtzlZyz;|ZzrZdKT;Nx@e zhsigEiaaqiu#7 zAQ0Ks_^B)(yl>sCQ$DB+)`hbrEPf}*^8o=r>L1*Q5d>QmgUxqNyaJBE{O<=vUje)G z=`{M@eZVQ4b4QEY7jP5qzYo1O11^*D^(d~5YCn-$KSzh}c0>F+DbOC?t#4%I0rmyP zJ!(^95MHw!Tzla=nTP(^X&<-Xw4)^o5a3zmIwzP3CO=CaDxEX{(>A5!Q%$N=^E0*U zp!hh}pIhhc0Jz_=2kzVc1_Nakrb~4_Kv1~$EO@vL_y~fedh-b2lTch#_euwI*2OL- zM|}v=n0xTB{uLy%uBq%jcLw;rus!@xwB!HzK7VR?&A#1Qzc4%sjDA0mNFs!TJ7Z8% z;V|o}{=sYX*?psy7Vr%g{mi}B1?~z(Ln3o`AV#Y7^r?$k;Mc{oKYq8k$jhg`kfrgH0pU@za@{ag$j!? zly|I!XeIrsiqz+rADMY(BwrU|4s00lR1F3^^=pZ6ok_=Qv2~{GhsC zs2#VUHa#!S)b$af1CaDVVvGINIY^v&xBc+hMl!D@MACKZZf&D_pI1fdiJ!5U1U#yJ@xDP2cieDnB0_(0Dg1ENzUG6Fw$SrXpue-1hwc_c8rXm z`9Zb&uHGAnV|?QO^8CN``~Ts|*zVztMRn>B(tLh7{Hr3>}3f}~TfU13A z@@XI%)wvR*?@aahn&CZf;tGQ=;6F=0XzK9>{*TKnAGf>)zh7x;O*ff<7k|BeBK0-I z2>mQ{7+<~r^Pl|0zw!N_dC7Q>0j`Lt2NeA`E|wc{<%cAllH20AJ(wQUs1m!L1D@N| z{EGcAV9R;&Y4+Pbz=u9asvWWiW#j!#e7_z-RQCmAPxlP6-S=x(^;tBe>_ZD-%Eb+G z?f`GIy2O6EOo&za^yw9s%??-Jbe4Q*l`jNK-v7?>Ze=Dw{a~aVKbV zMooJlrh!-GrF{_)4sttY*{%bEUYC&9Yy{Qo;9bOm;oiL&;91w#VXQ0&tfxmu81>Eq z@8aXV8v7gpf9?J9KH?$-Jr_#R{^keqyStkUb0r}*&+&nv_t2{L4N*OH)N0)TggIzE zkYQ5+z32pQ(+7E2f4_7H7kd`?WWQdDu~Mdb9M~}-`L@&<8i>_8|LNke8<>B^1rc}c zUWJR_)!-OsX8~TSZ)Oi(Q3EL>ktEi;^|19}Rb4ev4Dh=rLxsm5LsH1D-`wl9DR$rY zlOFGqF?n7n;#Cu)-=k;$Yu@>}u~_3yA~P zxO6MbUX7pQ_~tbXc&!i~lNyBi$C2OhCjwXZ@4wiO@LRG+u3W?76GiW!1J4hEuUx4p zaU&Klbq_9EAJ&2x^CTC3v-4nR$i0&N@h0$|*kSKzt4&c# zly!>ng#y`kBkuhpkN=II?M3^xHDATzWLw+w(XC>jynJ=RiIxaSPETDI8kd2~!2-AE zvpV(u{e4zG6N6TWO=M_$ot8=N=TV0zuZwcEfNsy?>9$ihA>Mm~HQfYdy%~R<;3uhA zJM#V3F&(kDk7gm%U~FV8q6+X^X6CAGZa^4I*l0Q<=9l8=V)x8raXQz}?zNe^RF5aR zOMj|9!;HlVkycwq8gam%|Ey*0$7&!cgisf>Gm;l^L} z*+pHwpEarI?|QKJxDVa=JhEL#%*r`;U^itRm>^fbCURX6R(~~9aQ_P>o~ClY3$@ST zXC7_nwz~%ceHTC8P+ovI6?GMbiOUdcvUF!nizdVtt$oB)ZUJiTVG|<}o?v)Gu7RKV zE%@c;;+gOJL85<{6&FW8;6#POwj4+X-Ys9M>F#|2fjLrOP33!tKTws#d2WdkkKkXc z`^FT2&pU;aV_HR+UEg(Re^dt$^_hH zH!jJU83SICZ(8u{UNBbtHo;-gPqm-@$8IGS{1*C=NSUuo+F)C2dxkQu?|=TgZ`1i! z5U5fL`1z#-tgb1gUNo8poQNHxsRI#k0>jzj(FIhG>rv}BQM>P*U*Cr?)^1AN zq%a8hkQx7n&v?Q7;{|-$HZ{;^t~TjD^$mhtM&jn9EwO(7^hx`p&k*z}{B)mZC#I+7 z`DI**V14FB`>9)w5Sf%px9QYv5Ez-BHZ~(b@_}!aWtGwt{G+k~2N|uX=I1~6fA}Dw zy)WhHtj|CC!++ylYU5--ky9DXSq0#i=~TF>KnwW9c)X8oVFQ9}_wwTMMXcRO-1l+J zRIe+=r|{=02A_qXA+xKB--kgE?-y-_s{+1(^${8mm>?oc&+XayRLq_+3!d?O2nPyY z7C!my44mIChe}FZ0|9hCF3)!gG;Pg%h2O3oSN^AY;(r=fPROV~pHY^$I{zsvF}cm3 z$@LehO|N@<-&Ke`5pzB7hz%J0yr%WNlmy(xoU-4oG5@KsIOvheG0@n&C0jJt0z&4r zYH45X27wvnsIUW_fRimQdcS2O@JW$&B$nO>pW;&G;}?A)d|UNX_7xFu{mr!Tz(oe& z*gl`ov?dk!4__u;b^i&+jFzOdUSM_v*D-gl9rH8F>>m$%FoEUm6LE)I*?^-hSZ>{W zC*VKD(6}~X0(_%l1B484U^EcD!%h9)^pBR|$c7_KRM(5EFey8x$Q}gVO4kbI;4y#M z+xx@AbimgfmLITw1s*?csn7C>P<<}M|JEM;mG7xsFF_rJaS^_Vo7cd9d2};%@+YWlc4Qa*hQ&o^*4_vRTTAsi!N1}D=X|KrP>amGnIz!xb)UwL z`2zpjbzu+A9Rq^n*>Gm=9^eB%iJ(y%NYc3|C-rOf`Vk(BvTeIlDD(GTN8)vK#W#Vi zj+gH_VjytW&Re%fw!+rXhnpO4XaeqJSBCiW8&t3JrCP84qyL62`U%I$->2xy#rrRQ z2#8aCE(Epxm)ibuh>!c6!kq}<;T|iW=Q0PE*2}RZ>qFoY!Fs>);Tpij3iP%gl!W*c z!&Hwx%6VVObV@R|kxZB$!SJE{-6G~6bO(G7u>}uV|CuX>4&eW?>CwYd1|Zm4*cTqv zfza%Qo=o#GEWR04FxR2PG5^F@eBIOgyNl8xTESbRX_yK4P2S|Zes>W3+sy5B*Nb9y ze)DCoHzz^luK1;`TSEcg9?qVVn+~`qPWh!b89<<7!=CQOUI^I!c&D^M0@Z#twe9Qh z!r``(oju6B@E<@L`~MZcnf=(22r;90VYio;AYeo032_Bks?UFMs5N)`SU&^~SCR%> z7L&kkph0Pa+!II;Pn5E5`9H_Gf+s933+Jyu%)w)+K6<+$ zKupUs`I7u9eu*}|^fmwB>T`Cf9as5-t1=k#bd>cerQcCGuNxY}w)scT`~Mk#xeCD& zBFTbQlyf_R>&8y_86AfBQ?S{3NDa7>o3=U{-27{PcsZ{T(z-h!POkE_A-fdp-S#Bf zQ#B6a+v*Rm)XGBW#F@=Z7NJzHdkD5|lz8xJ0g1h#qp)ORICw6DE@py2aq=dTOE zkyYNqZ~g(|`VWb>9x{T6>nDtd@}hw!?q$xri6!vpK78+UAP;a%(cDT3et_S0hf%V- z5cn&OF?3$vL3P~YcfG;o`<)FCYSJ2?=^G8Psk&w7u8aXeslMnKJwFh1c&2PiJ;CB> z%biUO!(jip-Sdfv5g3Rbf9@AM4Pm5;w{s4;e?3<%;_QpO#^VU$pPu^B{%jWnI@VYm z*2LnSyTzO0ixhy@ljnQhd=TIma~oP0ML^NPArr4$1P(1_?!k3E;H|TP{-@&*_?dq2 z`uNy~>>ubE=4#J(p9PZ^T=T|)XsYdW(q4ug-uuM=t-l5DJr+*@f?UJ4^Y_F5wJwO4 z)$#%0*J)%)EHnWxQBpvbE(d%)4_xBfI07+GKKkcuz5#qsCidL;JPw>a>q*5+$AKr` z@2O-|AjogOXV6!>00LpdZ7GNy2)LOa$6EIMy&e9epZln9bmYEn54s-Cn$Fp^fIk;7 z6nR1#(*uoqnnE7nQ*E8&u8_s<@2KAm-v$B$#Uy2hNgzm_W7%)s2L#QkeNJY95c}bD z#@Vb8FxR+L$aBLCtbLYe?N)jKZ|m;1TXqNFmlPy(pN;~-UwTfRcL=;nceqCHUncXP zoyeZ|BU6-f0qrX;rhhFdp?X}N&&+SaFO/Z(~M{RQB1h*DKMvIxhDiq6>3+Jlqu z)}My!eo^heBry&Rsl1FN-`nPHeSog*rObRz_M4;5XOJ_{E%ZuKXW<4*W3md5BvF{Ffd?M(Oo| zUztj@S9?F%FAj}R*fhEv4@oDFyPfxIfRHB=R&SU*z&S8yPTG_U_O&YSDhxaY1U4Hj z{>qD>JR`dCPViwM1lK;+&`|}>^O~HD&kuuMWL=4IB^&UmeCCSWmJ0EEo>-I0H-V|7 zD70^vr`mt{*ZP;M(!H=RrK~ED@e%0oy06!ILGeG1`n2Y*Z?K^H`~!{N?+yimPe9c%CRUjP1%R7{x2a{TtR8m+TxU(4Qhh9~}`0-KfFHee}6|w(lhJ;KGxqSo6U6+2h z*+RJBZ*v2KC5VagU=^N@hlGtU!>$9m`M?tOL|8M=jzv;ab+x7w@u@tb{ZtAtnXAAgi z<44U++puyLrj=N(1>^nQ430S&5I6cb;(k0uZ{iEiF?_mD;juq<3%7;Sc*JTC@X2Pa zWnM7>O_|+U?Yjnn;B?Hp%GeJMtytp}l8%9D-y3JYlxz^#a9Nz*tq<@tL!6(@eu02k zQ-blE81Op&nN-`V1@Yn~@91ym{&k;W$eIwAh!T2GF})weJ3IwGwCJ_wT6W-S=pNQd znE-sa>ig#g(h%D9Ebx3r4b}A$|9CNQ-A~H8JBMR!pZw)0@ys9lX2BWy;TiK5NZwR* zDF4w_2)H(Uz|PNPmHtsX&ZQI3AOFc7^E=JII&J@42E0ra_iy^wfo<%ii2cDvpmy+Q z>aEUpN#k@haZ;(DP2z4&^n_g_+5FVvn_ z@A9ofQ05jr#7N{DM2KST{YF8H`R2;1=VaLUu5RVn16;iB(T|M}z}A!XL2DhQf%}J( zTE}QTIOg*NC`j!EUY-*YI$srmPx(gehJ`WU+LGv!aqbb|bDVAH1D8Q#xh>shHz#nL zDmtrmZUYV#rzM{+n!sOx+bA{q6}U23gct?(fJ#S0oZr2dU?^$j&F7mAd=0Gyb~n<2 zQ>|&IYu|pr#Y7_9j=R9ut1VL%LXY{y4+dq@{~j+SrgF_~(Te}8-~OM!yYFHUT{t-i ziGCkG*Rp!Tp7V^4lyCo=J$X_h=%#j#YCUkhQzE(4 z?u6>ywg)`XFWI+SKmGX0Zy@Z~%P7|?1Rs@}Ai}Fnz>{Lzb6MOE z_}bpeUJJyF)s_E4tS6b{9Qm-B(b>8GAYO}c^%?d4MP*WrU0iO=;Bf=4Y4y8y~2qF;F_2{ zD*b2b_(yA=hM=Sb7K?axPbO5^{jcMk;a6?!2OleV`xC!5d!A1BZ_% zdKT1^KM^zYf7h!>#>G%D{F+4AlDz;vIYs8EmXYdtjcCpxl?H{ol=@`0z9iIP zvZ`LFoyVqj{?~oi?B0V-7r;Q|H~j?5EEv18oID(S5%@RSFj+3XP~;IoLh z!5YR5Jki^Ja4KyFUN^@hr?>k9@3%Gl+U@~hxiAv{hHnCxd)LrM2Al%6gD*>MR-%C5 zX3YCp#~yH8x?Q&dUcy$(k`r$~@B-h_9W~ck?n2V$T$0>fI?S(T9o}_`vVVPRuBU@u z+cB!gF=I=)r{qFTuBzYv-2dx#$~AmGpYK8`69lIhZ}7wtX)_|G}NYhoUQ0CL~VwS@sZK8U8@Nz;V*;&mIP z9C#ss)RlAn-Ce5Z7pOgdh}!WhYW;&K$(@obHQ{8x#EE!4PWopSSRF|3UM60H1l}LX zYOznKUYCY@f6VyxK^7o1ISicY90P&)#xGAk$3VPe-O0U@Y~ZuaH&S4u2i0-BYvOtF zcf4Of;QPDm5oyfN6*ZQ>h*PKNbJ&w92X4>*>+=Qv6PMa~5^C4MQ`;WY?tA**;*#_K z5A!pB-M?!7OOE@2IQX?xx~tG$29I}Y#|HjwT`74#4z=q9pBG6Rs+fX``$ks-c}?JW z_w12Se=;2Y!BO(Qei3jXw-28GmweylZ0yJZ%xQhYDc4X@gx68oG znt03^?E|it;l9C_yMfD2MCGMw6V-lL#DK?ng|`PGQP;sGcjYSBWp`OW8tNna5kU)U zR9BQzss7#$wa?i%^01vOpoiFw*v;AE<=`z<(`Wc*5<;{O1>N493T$Uy$7P)L0xqKi zm&YxJA@)nS^!8Z;F#cJocMQG*{`;M8G#lx_qD9wS%%&gw7=G?d*f;@6#gKn7dk!Q% zIA+Xs^9)yhj+Ao#};lS)`N#`hP>)(Ou7VaM7DECcY=(v_4kjzzX1QXkmq7FSU%W-j!Nwbg`jt_y_%dqAl|b4Y=m_a1cvZl6k-q| zw_9xAA+4QVBoH~zSasWw25f5<=2a9;!Es;NtGjG!ur1PrhUS4U@E@vWP?Bw-dLEJ5 zc$He-pmzUs@O|YP?%GX|;L$w4o4F2ng6~Jv?p**rAI8S&EX=>lmG_0^E{P3V!~-Ak4G88`bUyCyNcc!S~)Lhk%bT z(Ax7}8Tg2c`R45!z+3^u3Qzo&NH1GRpqK!r{F-Qd@dn0x8i0b3q8((TL% zzBUl^l+XXd$E z{SW(Lscm1*tFG;N8Fhd^*#2Rh{uEf|&*=KsJc2l*Q?C?v--LZ`-0MXKIUuoDt>@b@ zy?-n(wSE}2=hy^xvwbF>HiKAi%P06X?7+vKFRL?=12K6M7yKorflq=nM(Nxl)#nOP z+drs%&SP${jwM_U_#3tqyu0lIc&Ub6L8g|#uf1Nyb~GMvUijIFABhkeu#?j!U;zZq zmPl`OV+4Zr7v{gfdB?wm-Dd?zs^MC9&MM&vMHl|fT$h#Lta;5wbztE;M z&(jPhS48BFCS3=&{s6)g>jns3|C@h}y(HjXjV)C#?jon>Jvw@C!$dFD@!KC1HSsn2mkl=8`tPoLL;O>Q!)(VCB|aQ?dA%BnuWM?xMF zqCYL}t{;QMtJ*e(l?p&OuH2$jc>$9AhFrE>iGkR8S?0hktIwrawSSe`c|5upd0h%(F zLf6(q#KIhU%3ck)t@no>-PHr%N5M7Ulhpu!8W_JAc0fc$?me4>UsmpdNw?=D@El?L$olIe@ajrm2&#w&b?K56 z4LVuCX=Ulo-ZKU7e5Y;3yG~L)PDrgicPbClbtu09_AOCky=PxizB_#DPLTO$MTp3` zbmHh~ORCp*iZu^CcM25*UioR!O<7~$erl=j`|M%xVkl6sjK%@Kr2EsHcxI~Ob8ST< zrE_!T5PbKyxu5PWa@=j^7O{D;U^BQXbv?XkHV1swSpyM1g}^s3;e0z)4De~M4H;h# zK!V6O%NN4lfXhE?%c&*2I^Ta=zdLkuzhKQB5a{BO6#YF0aWt&Io-CMQ`6?ZL@$xmq zGF|^z*xB=U{r!*i7V%@wk)`KGLEuUDop$YLuz6!4a=RuM2uD^Nc_-~5N@e<+bwnQU zXsz#c`<4zo3oCRqoGW0~XejXd3=49YuO65B+kDD@{`HID4zh9l zwR#;7$#Wxv@n?uv=y$m~;s%85-%Iv!TS3R@{?J0_cF<2U-?M*bDk!i0S#h0y0wN!B z?h_dL0d~^2AHIkR1HP8g%SLy<0?!jguFz6th?dXV_}<6}D{p+V?C^SsjdmV-x55bo z6?)dZv~oyXQ+<)v>O4dh3l#5;R-*8diI`Dpry>wOrY9dr--6lifgN}7CZPAgvxCekg6X$V3;| zRGXJO?|KV-tc(Iu!a9(+x31#cXK}C&*cc~9w+w#Vw^u}C#R2aTQlBa&2YAbCIy;&J zA+DZi@AxPNdS-$qE7~Jj`+NVaMNpB4l5gg!LZb> zrRP_`vuS2P^71XL-YSfe?>9rtK?{c^pLxJHzf66!;WE|!ntz&{m0`aKgdf(}6O+6j z@C*yOyY$Tf7hon-6~YaK9hb!yO!tG5TY*XZ>>3E!lB9aCWe}{yYu^PIp}(VU5+o8(#wu7}_tC^6D-S6p9Qx zCn@VPq9UI04u;Hv;xh@EGa-0z&8{IWstx^jIoj_-=evOW{_}eWCmeyWOXq87j~C!pXfF?ce@``!t8Z0~a~|dZ_Tvk+r6XV9 z0BMPlT_P6*_OJ6$I%fhrIWHydR_+4x$`QVA>_i0X?-naUhL04S8BiGN$oys zC#|!A>W)ExTWleGaMA~#Gj^jZI|Z?NHt;I&DhA#UbNT$1Kd4^sV=`-<;ir!IX>kF` zT|PO$J4_tf|0)>xdPCvB?I1bpb=wQLcD>|H3B>%xs~+~R z-yR2jBkLCnjg?gQbNqFh?!Bx#fhXXgs`VRth~-cd=is1>lLnkw+QK?`fa?9VaZ9fQ zK9ouTzgDLJ_wq|HH=F!!8{z}}Pww3zeqe%h5d5TiS%TTYO~eW#!zGZq z_-c{yBIeI5erYjT-}3i$Jb6KiD(iS4Ski#>ExrLX)oh>gh<*j#@&u>4NKH(yGErQL z-@o>!9`QTL1Bo5X!Oh%%|6c3gzE}A-z4GxQ^8Pq#3EmPHtAl>u2bCGWZ)`q{ATU>N ze=fKLi<3^Ao!))~Lg@Crb}gNuq^ID6&j~ET>X~MfEY{Cl1+I7{E1sr0?xuF1Ftu@+ z{txjkTD>~TdJAGz5W_*rx&jyXUv+!r6{*JM@*oNxP_l*C8}6o$!@fbtc`2@YN1Q0* zP0Lyrw`4?vQkLo2vCHicJ?M7_U#EldT)ytn?Y{pV2Xs@`oBBG?*X`|Sgb3vegzjF< ze>qfCc8$OW__{}0QMR(+_{z*kWmcW)adc|G3mcb#>G8e8 zlYW>z`ZC}m#{}AQ2{UK8;(_~|_5quCY2dU{e|h1Y5`=hH?xip0|MZfPQI0p6A9 z?FJ+xs>jEvJvTXlRy8-z=q(7$UKKActOR_CZ_w^HvY@h}o|^nQ2(v@!zt>y41NYSQ zhii<5uutNhQ-+J)9W}gagr9Z~TkEKuhS$r^+={pHuGsRb50pSqPFiPP4T0U4S^$uAgAY|@h?a19^&|BKFiFOM&@cLVC zm}z$do6kG<6ljzKLHU`@bV&s0-xz)9az2e}KJeRoLCAHlF9?har9I0_gT$0mdG?9^ zKv1j+$V~2s__Fo$4O%>_-v8S;+<$+smk3VpHRNmLkAjEqGg3)L9wa7kdB44%0JbA9 z&nbTR2@c1HGPvFD0RQvcfywR!;8a?As+42|rrIO9!~B!LZSbUOeMT&VPM5aNq<+ET z86NTQ+|yv!xIa!P`ZQMFI^H*jpFsRM(wMRK9&nw#sNSu=7VLD`hJHz!LG;kb!qzLt zz*8;pGf`s3M*iw6*}8 zblbJ9y_Z3tzu9oZ3p23YZmys<&jzY~j0^W}rhq@asNFzHAn1R%SG1|s9r&hxs~0Q> z1LweZ*M-9g5I%D^ZsCL%Bo2Sruq}ULRll_H-1S`WU*F@V@;q8<^`2UN4oU3Nov)4u z!%9i}j*@C{aK2t(H;h}=Zq%L&M&|i{I-h~c`7LVCt4cDJ*b`*ZOtE{zJ#HdDU#}X6 z<2Bj7xYWx6_|zYjkN8BuL-^1h8~a_5aOmCHl*7^>;32%AM>_{$Dl-={<(VPC=0>yB z+UGzZzN_wziO2k~{FnC$LJ(ejvFH0;6{^=GQ9Di(p8eX}jQ_x2_a!9qbX(B9Uj6-z zzxj2ZzZme>?e~LfA)fKl!I!}M?ntw1;1~!H#}0U;YGQGj|AjXzPQbqR#5aF|6Tqc? ziumQVIdIL!+-}`f3_M5m?|wDF;wYzxLp{8wz(;e>F^?^#z%M$gv$0hk2%^yz$CH{M zkZ+ert86d`5C$sK|MeZMq#p_)ruRUg*Tg!j=)k|mo8DA_Z~TEv zh7ci^>*EoW_1p0=3+7>>XE49Wqu8yp9|+n`4T-P&{;EgZ_XmQ+!?-B@8s$7ISO|gW zrVqKYv&|rII4O_whAi+HSS5V!dknmxw+A~UBq1bHEb>VCb+D-jn>=`HVAXmvZx4^t z{_+J>`w@QSseAE@?hu_N!oajXojg9|J7-1PCSe89`kyvFxFwC*@4|)5{#M{-RH*a_ zIt+X>21;wbW&j^O$C;;YuYjkiJW%ZZ1#s^Fvi-{W{Xp1O^m&K(ENrWxUHCr!6bNp~ z*WU#q12#{L8LUE1L))7}%YYyWA3iyQ@Td13#%Xx0XtTv7`~`F;ZK*X-wYOQ(RRzC2jc@DvCyUz6hM z)dYdM<;j54O5omKHd8dc2Kc`2ksH?D4fyV4)`}2mFl;v%6^!Qvf6pFmu4jedJIJH5 zz5fj0aVsf=u51txN!vNnavk`JJxARX0b;jI7dxi?rdnU9J+F$|cH7oyaj#?fFi38F zWPIlLdf;Joesb}tDs02OS}$Dw4e)Z&_ofW^s2&fac78ST*vSn7X$2tgbSukN`eX>r z-_ZS%<2~S8u06d~;|hKUM{$Ny>SX^p@q+)k{T=_dZ)WY_&dZM}@Oxu72n$m@Z_zyl>P4~6oayseyQz-Nd-(vLbmCr>nh{7EuhqYBfwB)E{`fwj zB1GAD_{Wd=CGqgkU)@%^jh;z}Y{{iZh#y>h;e~*)HRmdYur@ zH1~oes0RYhjU+wUX5dSI=4LPD3D)b5FkQg>D{k&GO-C;pIAWW5X3ae&z*V0J>71ko zUZ2o3HuZa;BYDpO4d0}Co{5m>|1n?jF1XRrzBdly2HcOcqLKB%z<)yLj?1M>a7=Qm zXZP1`2#l3mv5b5S`1`4v>d!PGypjKcvd;mEKb5Qb*2R=_WfF)JDW${=NHljnK=0H{u4iiF1-!IYQ6Hgzchp(w87#nwhJk?ov4v&|A~r{k>YIxXNmaPHYz<^bS#)|flz zwGD(XIhzo&Wk4WaTlx0d0KmVR^i5rB0s`G7QlAZ1z)SCZogKXX>n7vOAU%C`34gBnNJ|0aO5UB8oz`a%jRM*J#rvH40@rMrg z?W@w@^g>c8JUt%x`)Tf5yEb@q42A0n?W_H)z^{F80@t#N4nU2hrp2+ zJ|AvK1Gn0XVUKQJ@LfmeouhCHi?=rSb9F+T`!wd?ziRpcET^ev)a>(c% zx&Vo7`)kTxe1gcI`bHJkJHS$hF_r6%2!yX(JZjSJ1%y4lRlesBV{y+^;u>Xk;AKC* zaa=VPRMmeJhL>yxu7?o=Hy$_whqs%;GEFvcx~sM;Uq}YFWYgL1?1NPM#V(@@;Tbg& zz-vZQOu8Kl92O*_`6u(h`>OBWM6N7w5<=K!*7Jeixe5Lf&iCXvG*+xwCbyZgZ!!7< ztswr2{!aW3qU z-?mWTFl=vk&HMx$wBmtm7j6Nk@zKX)S8o8{WSvIXy|;kB$#rMW$`jm-E(h$h(}1Ki zd0~qx1z>!tDlVf!jA}ilcASPa>%gs)P36EoE$@9`d@pPn7Rx9o=m)L~^lU;&S#bEq zCVHu$XmBrGqmpS72EiAv@x4gI^z(L!{q@aQKX@o=wscwqBqfJ=4NQN7@1+#(j~x;a zDkD8}+oBrqXO0ExNn<=N@a3Y?Q6J#Po$rsieHlW&9F~_pBJgi^YxKh;yvOWn#7>k*guTXH&vf?;< z6V?0k*z;!+jh8$yeb`dYA1DcgD{n6jS8Rv<2T$glfA0yTsbapTXXvONKX4#?@^;>< z2wvN7(`ElC0f8i@L~n@`z!9r;qN5`pLQ7it5`1<+LPzFPtLu-*--G;Hx&KeUi}FuA z?!H0L*1%f_jMzW*H(z%GUSX!w8QfmLf9ecA**6h*s&N~3%u7IYnz?I$$LjBE{E3s} zpMF|n9#cW}cfY8$M_dyb$1BP{Lr`ea$&$t(;J+uqtw1{pT5sOP965gy?A5GCm~L8u zPctpoo-#9XdcICGyxJcaA#v13j_J}c1nYaw08>D$zvo9E{a>FG__y)X;A^oS;spv2 zy?38GZD#|7U2t4cGYX@e7o-&&Yh&y|_4s(8+ON}_&9?!bF8ZKggeeHftklsOal%&B z&^vsa=fU@*(ES{FF9;TtiWcpEM=o!WqD`089m>9SSNz0dqaIeO$Gsh&SH60g%?wV( zL~S==`M`PS1rQKu&i37v3RcU%tEAWy zAU67$UE-7m5bhflah3Q$f{pdp(5=rPrkZ8wy(|vA-ds}J?Dc`72fM0B7uWKTbX%Zp-5lm+<9h;Bb1~Dzwm3(3MAfY6-bL{ncNLcjU7^6e+ zTmSgG2JYP_@+He4k*iph+p?fZvFPk)wVN;(Pe{^0$*E6;E9i_{Kd2g_?=&OiGGp8;$xX?2Sv*Mrhl@l z)P83m9YM@GY-WruuvafvWJPkBK`VfL-m&!>xGm`PhCl17`;WCuHNB%MT%sH`1u9-x-cz>m8+90i}=gaEzEdSQe!#3QueEf~_eG>xd*4t6j^OSqFJvq`A_Eg(TYM-O_ z+;ipahfnpnCxg>y_vC)g0>BNv`NE#K2)tW%^?g~$1$E`n#7CIEaD8>Wb&g>R2+VEE zZ{zm{?l%=$UlfZ0U(m7NazqqV?X_CFTdiSR8}o}vE-45s`&r}YtPKI2qVgPL*RXho znYs9;J`jqvB){$ZMD=>Egp+&dAHV&)Iv$JnUK&~JLbj`ivbXF#E;a(;CdsCDw(EgE z^3l&--&laK|MR(4tKT5t*spx%xCYfc?xz27H}7RLNYrSmcCgi7)sLe6pKk3nZievT zxhq_L5nvy5B;}`70K}^$Mr;c|MNTi;JLYxq&%;#5$w6leBz?Zh0q0dEd*S3Gpcwc( ze)y;oBujo|;xx$ud#O>QmMyFO`oHM`wfzIHU7_tzX8>`99-4tFgAn_!J?J+_5%4o7 z2@7~X0!Kru?M9!u7gS?2y6{E0g^I0XxK#I*J@YU^=#Y(1;Fj_Xkb{K1%|3y?eQQzpR1JbIDNY ztv@(?EF-CJGy;!AnhG_A8t@zX`TTJUGq9DSeT$!%fOUh*;F`gHs?Vb!x8GmZAJ}Os z?);+FL-l?&YM+a@Gj3V%qttuCg=)Tjbs`W{Joxe(RN?=}+Fd|Zm9CHD_oRR*NT1>y zz(B!30l@$S1f)Z{ySqyo6axeU6az)YKq^5wg#_S2n)BT%}gI^g`9xH2i3DmAg9?s zIj$q%UwIMNUN`_55>bptnTA*%$odCWav-a#xK?S?EZ`Y$&gnR|3s@5tTdoR=Al!~% z?l*m^v}h14>SmAJbN&UaY4%cU48*~^FI!?~$$4;6?f&U`G>7oMPol3QIzK}+KNr#b z0txIK?vVsB$oWLiXuL&+tXC25>Q|3l2Op#Uae|JLrzd2i3V@pJ6C$2?6RW1dJM_FF2Bp3SQy zoac^c{zNgj%X}O<;jyUkg zlX6^1s)O@*W6DXQ&VvgT+QCU3WF+R5Zufc)jHl%x3uG=s(u|wlm+Mo39Wm*+srmiU zdcpPDUF8F=7s2jHV}$iReqQ)A;UURL?bo2cIdampM=ii@io9Ox;02sdFu}>*A0nQJ zok*N74V;}fV?}0PBD~M$zn$Ozr}c@BPI(ry1>b|sjX;k*pSi$XzE!N5B8%<90IeO$ z3gA_HN?!%*Wt*~JMi+y|fl*pLqw+Ziq`p67`3>g-cV)q%i(S^>siOIn`exdg>-yVu zeMxn50yO==HuwIMYsd7!$11_u`$^}R=QOF@RE_<-5qu`^>6xQ_5VENPetycfV_rve z+>!7+#HqKho<-S0-0huJOVnAgwEUdh#GxVJg?{+NX|R^EmGJL~IQQtm&A4Cx*ghbduT;KuZ{MR!`?36$ztB?B2b`btok|Ae zAv<=?#f=H+5b{f-Zk_Nn_(kv~zkW&}u^;^mpACL*BYjtR zbwQ5wYlobZYG89Bf}y3me)M&J<~b(Z{v&v9718$dN=8t~@G5>iow4?p-qf?3$9zAc zd12H2WMX|*VLzbax)MEm`Iz64w*5+5OnEoq`F*1O?(F%q#<`y5&!6X9DpmJa8k@g_ z=yfKVe^TLr%9d%hTY&o@`6_ji8DwrbTr9Xt7jjN`9~Zi41F~e5;WY*d5F5Vz*{|qm z$WgZL+xTkFn9t3VG2N6Y*9Sq&@Zkjl{Q78R$=2l~^CiYy7oyjX3?w|?$T^hTF@F6a;L+u;T5ehi8QIfgPilzp z`w46A$&~pB1Lvxt`{CnpAiHEr^G;V2knPNb?(p{zP}wbc==CA+kdU0QEp0XUvq;>5 z$EpxL`BhsK#NFt;bEM_~a5nC_9F`;nY}IFu^S{@Dqm_yJrSM1y++s+1Ynw8_0;B8JS)C3j8+bq<IyJ*R)qGfQ+G57B-eQE!CTRsA2ILmu(^+}k{@3Se0ZUY_yO9s5-){T6@Z z&(rhrd_4B=uz^tPobj0nOCjm0NSDJz=`rsY%R4xJg1a|Z+nh6)xBU`uF4vvPUwsr@ z6Q!n!UAPC?Y>l^uy_-S4$S7W2KY{qUH)~^0=tdMm_SsH9ogqKSo4i4N-_%l`Ixwp50bILl$cJOXStm*))64UpK-<>3-92TVWTdzE4j!Eg2Oy!89qz~j{k z*SaM(ki7Gh#QRm%qkmtHwA^d{TMlr8#^nrM=il#?M?!_gC;ze!f5DRM#WwtQ9?x>? zD@)B3!Y&E-;|cax{WcldTD?CHnXTH}o)oNxl~Z#n)||NnnTz@x-fyq(U;te@(Re5Fjo2U?#`HcAxZPQm;Of~!sQy# z@dKjQnSHk=tXm!1&jn)ZeqDHh{SM7-#CVjg37>b9oQPbM1^qqlA8E7VS13jfAVkahS-ulk2m%49mEaBxsY_P zgY)#ZN42}wgG^P0P+bWP#J;B;ioP8W79P~3^!F;jb_snqHFg@|eNTV?9>2?@L^Pip zQE$wr-&d^jd<1cx6Qh?NHUti({fNc+B9Q%cZ(^c(Iq>Ff*D;BoM|i%BajUIm#+xs| zO%MC<)o=)W&E{O2@<+a*SOJ^ts9vx>aN%3m1i^o7NBp_2C2?PMn#G>|AXQneT0SKwD!29~ z{(NQtxrGjuGaiiH7xs4_MBDd7&kxO;I$2||`Nx>o{kaBHWNMvhUh*+qT|4sw)NM#lllFo+_!T>s@5MF^SJ^GtT_Gk#vtXh!cm3t z7@V8-s`h<+2{LxdQ7%by!LUcmr$=HYxbWU=-ebT6ljs=7E1NSRkyrjH;lLZnp0wf2 zg{(Qh?U(slv%SI_y~bQ;F{xS9*R28|1D=ofoBjmm_CwpBJjeyf>sepewU0rPG<)O+ zc?JZ3Bi-uEi~&xj^yaA6Sm1f;6l%XP0B%Lp;c#6G;A!axZEsKcKR@?1w^nMfMS;J* zDz{Y0BV^N*F|QM&>qS`DUIS^jNg3YfUI8Ea{&jIsx0Dx+7WoU{b#TRIcuEiHl3 zla(!fOAYHwF9CrBH{cwXQ98Cy0c;)DZFm$B3EYI+xq-#o=gqF^DJ{)SqsV4sMG3PkSAm0QN`9ZWu4u0GT89x(T~|!TvZ*xlrm78Z??td#%W-DzM;9r z!4r78dpTdMiokE%KIKL=3EPBH}es$XMm{R-@#W(FezNx-w&z9(FKIpi!>9in=ShXt!;>>R)S04>pR zXQR}x-@S{m#vpnY$QFx82!{p$t1v)-wHq9a2PxezRF1xCB6}X9S9=%qt z1l~Zl%d{L3VCZ~R84z&>DDt(xw;yd0L5QdDp0&sXcm|oOjH#y~ zH>L9B<97eU~xv3}^bBzs>##w`<=j58D4);etH@EfJDcQoW;1>DSb?{IhsQ7sP7^ipzqUTJS z_f_eSbDOJ;^;XobZ&3~5elpSZIa%i$^ZQrx<$Y=|0NyC+DdqyPIhsE-2&%_z?7ouxhzov z#`)e)c@DdPd2z@!;dv-pX_)sgJzm`5kjk)A1;x__EG(Aom);Xfo-Av z+*2eDxF4LN-VVHns6tUsSM%h5^g*=#&6{OU3X5Mo<~fZ!sC1p(%5RTwvfs=O(=UVU z)D5(Z+YaEJRA6wK{S`PLO-OlJ*sohY-1kK^6_V{E=B91u?;GVUK4>!c$Y1hEnat?@ zS-O$%IHtIJyvLLpNsw-IF6&kJ5g`o!SgM&79g)4YAShm+7>DJ13`j%zcQEk9VK> zGiuCpN_1RV+#=weo1ZB#v>siW6Y370U-~2JES|&MqWwTl5eKH#5h3QaDUccO67cSF^PK8G{~R*T!(c>05!j36>D%!=ST3@m^pHNto+7I(VDu4~^HaLNSPdAS=wP_zYJM*bys=sJ7L>QdmlfKK~LplXovm4DE#M0hLwcel@<^|Ez;@zc%fz z-}?KIoi2FccrY6zZc2r=pZ9^q{aKS$=A8f&;Ude;8jnFf&+KKTR3%81ZDH#SDuCyH z^((V8)q&f8(P8fb2Z-5D9$x$KJ@5v%rhFC+1MbR?c}JLSU>}w&Kd@sNmfvOl=_6ji zykqh!yyFIN9#X89WNZMoQT`4RMSS#o{nI`rqUTW&Z5M}ZHr-QScoQP2=jn&)wu8*! zdz7A+;*e`I(NKBTB=D$g(0ZG*71C|%PJAy=`^R=-X3+XQYqVEm`=$T6X;&5aN2*^` zKfDTfhON7w9BKxuK(l4Feq|6_L_Qyw!Ou^Yvvh9g#)O!$?cIw;tY*DzkXhd#D(x5z zGRsb#d~k{kGP9;gIK7Vs6)^)Vr-KHB*9(lf9={p4AUZA}x#G6KWZhI)Xng4B4Y3~} zYY;MV$`KlH_HDgY=wk-bJx?qb=|3cVjs(&1ahZ__g@qe(f%|NxZ%4m9us6M7(8&M+ ztm!siW=Ddn$LS^WcZ&a?pVMF?!4`Rc)DEPN-w){<0A3>sq!Xc_KXYt-mnp5c{dIiSl0u~Al9rS z`3(3!kfJ#F&jQ}bSFb0|<^PY60F(|d#Y!g0t1ejB*-?w!h1nFZ@)6C_o!P&9rS+H&}#6)`QuX?v1 zRvZD%)rAVc3Ws{F7e>H3eDKaJvhnEWM&*cj@m^O#&Y@{9pD%tf<~mO9b1zvX^a8}1 zX6esOSqkEkEw7#q4TD6q@r=7%CWv=N|Gbm(8n|kw^^>O}x|KyMS z{@tcdC%y|nq_l0?ZpuZ%P?= zRF%#^(hjw?fJ0PHFEy;d%m54oBh!Gq^`g!efREhmY-j%Z$DqVJa@ zoSLx2WyK(bD>`mM|bKVJ%p8j@ATRgUl$Ir-HH7gCI4L7!b*pUQMxO+9JTJT3f*D>p95$ zGIwU}Oa6Y=1Vwqp8$lNdw-0<6$L7@r3P5bA{_UijWuT!rS$@y{9>{c+zCyoq><{PL zt_N=fAGJ&RNttgU(c0BUW+32?cDwEPw|Bwzd(1(_#dWaY>Wgw6qg~*A+1;ihc_rA5 zTvf^CB}1@aTy90X*qHK)=(>7I&y?E3s}6zllQs1IsBDl8NSG00c?gW0v;JYJbCadVh(8%Qj#IoVHES>I4}tJ@y@qWgz;A7IAX%Jzy2=Jvmro56bV<)b3Ax z1iFbCv#+V`0H)dY(4tG>gvS$!=IQf36~8aUe#GFJmRXX(Ne)e5Hby|?likMT)&>Z4bre@3`(ip%y z_3Xo~Ty1_kyUu1+=!MIK_a71Me-O=ICx1;PgLO0)vJQ35$|?{7_Q=W+YolqP@LEai z{8?RK-SQZknp^u}0}+<7?*>JRhR z$#@RrPq3-#f<&RL-kp|f2$xscX@^2tJLmDop|;hpFRBrP>|=-9X3bwaTHX^Kzls~) z(~z=z7jOhL)?BI?g6P7@zQZzq*(dgFugKS8X$bKwJ{voI8|2biRX*(Nz!p3-x#p%g z#JJb{O~}S}k$uRPuFnOK&bHWhM3n63Fnt$ z3d_$F?q~%z`vjQ7vRw)x{nNpD_bYAyQ?`(e2&sA2YE6ipY)QPtG#dZ z`bCL9dDL}hF$8o4rO@h{A=A|TX45K-(erl3^vfO=ZSfg0CVZ|S(ROUK&WRZ9qGOQ7 zP(JZI`3Qvd#`o+LQW$LyWhH!682*p|GX9$4j0?FC$JxGMotPR#U02iDxQ%~rUJPQd-rRDMpU-1z@3V>JLg3Ny(MfoM9~jk53BEa$192zYmE0Eb z=T-k{{T0#oOMbJn+HQ6}@KHE@h|xGTTW@moL!nT2+!-v9G~bEF`x+P z0v%-+O=p3}&N*UAu}Q$Oce^=Uod}%V*jH{hgCMCXzfAM7F=(HBtQ7i7_g~lV^fdmt zTnTw9Y93SP5k6NY*!k2H!M-?1eDUVN=4|6J_rvvrzJGU(9O3;H|Ls1xf9elr-uxKC zJH2$w_m@7C)a_Nk-~UbYbBVSim>#D|3&?_y9I{66Rf!-Np0Ayo+-C~Xcb-fzo`L1i zO_|11K~=wX{`dJj&qDF0@RkVR_Pt48aBK@Cie3*j*S7;sLw8I_xhO=hJ92YY#}nX; zUw-+t?i>ixTkex`Rt9*7Zr%8?#TIxgUcF@7HbS5zx9gGoHp25WEVAV44%ucU{JiCuFof%Hilob+++;pU=B~#VeNI zVWIY!_oNCrkiPPcer#Ii=6RvpBJJ^6m=AIPr46 zw^td+>VEFn*pmz#^Sx#UH}3*(Nyi;0RU=5Vs=gfQkM)h^l>3@LgdsWWz^mB2GX8vk z@z9%LR?6=cce0L!^Q*-+;jB>LLPDp#K5Uw_@EhVbJe zz*}@v)Okb#GEXhPz5i1f7^o|r9c;G%$@8t2dev`s?#b=@4%d8^pP&Fh}c+<|{K zxVJ#!$!NRDv!^i8)m#D+spI7X~{~;bkygeD0S`mAE1}rWzioNNS1+fp64jFbA z0{6T?xHJRnU-!l7b8;BO&&wj{BlFn3%WGe||MvRjij3!67is+Mb@|=8Vb4c7)J2RDlui4~>60pYm_(y|XRvooi_6Abjq+N}mMy!v`7*ss4-u;tDjV3i50eoR>lEYo@L>Em`_s(WrZ zckM2O4J*!VCGUh>QK`1oVFr+inXdBqudwKGEo88-%O^>wf6(rZQnX%Kihy*_NJ>NZ=b_bcR9at zCaWMpV;n=}a~ve!mf4iZegXjzp5q>M$&J=;@!LpFn_n6Or>;=IdYU$PF8!$&wj~A~ z3|KESjDYaM18!S4P5{muUq4pp4Y47tk;rm6Z5|Mq$P`?$qFjpr!pM_B&gYyd{_l1h%40!Y=z+><@t z1&o4gdVMC%AhBH{($Ql(gtZh*XxjD}65{hXmF7=@yHRCvg!(~{H4@uld`<^k8#L-g zqUcsVwfiIj{xX4{GgTfCQye>kQd=q zRk!pZQ`#+$;_5zH-urh-7i~McU`#m_oD-Y1ASMmsE}Q9*VmCwjj(Dl)L(_ln_u(69 z;b-c=G72rO8dwS$Gq_~^SE&%Q;PZvm7Mmb@#T<`wHDxfB#F@3hF8+U>U;W*=9z@p_ z5Zy=R?ymXe^RY!BJF#Q&B%3&hJLC8E{j#5srO3?B0&vHwS@D^UOrm z!RN>MM&%t5kei`pxK(En_{?~!uIZUXIPXWyplFtrI-d+T5I{uj|i$dtNI z`4Gs2pf#+8hYl4IzJCAhIavQx9uTd6Q*W>SmNjb#Qo}oIx1H~T^w+oK`a=cB{9e0_ zKY1?eZGn5s{>pQ~PFQhzWn|2VHE^zo_hs~ZK}59K?x`8#gy*A-(w%Z=rhkX*ckY*4 z-;sfx^|j#ImpQ;Xbx6`U`Vsg!%A9A2xDh^oFlEKjm30?SLxfDdej5$%hx-+yo4zK% zvE@yeI4BD%?}Qo-YbU{iFJ*7yF1`eIZ-(F7uRF1SBD8GIn(M%`c_LVx;|i{;4$g1h zC=C+(0x!7!m;#w0PftfWYeE{Qm^GlH3hD7~(y>!-fbH|Pi~8Oo5U8aot>u3lnDJt! z+8gwM?eoT~u<|KLORNf^C|m)_)@dTcLV1MqOc1@lMAsRKKOZ+GVq!WlsBgKga|b|X z>G$Wy=;uJPSyw1QyA-4xBG0dx>^b&1|IPXcUzeNm_7_Nyz`e9*_S`yX~#WDe8Z53p9UiuD-vpd4SKd1yJ zFQML^rH2TYyF_0nHA~pyvAiTOR{8FxI)#FPLF%EAvi-o2wNwf0T?P39+^NN0jyp0Z${wa=4oR+;Z;M3ftWH0D;cCWUlNpgpBqMNxLW5PhMnW{mC#G zWH0CsNuL-74!uX__NnKD%Z<=ul7b6W=3#qvM@2x`Bw*~SebVmr8ZtZAud(=)4k6E6 zmPeew1fjkA&!;l1KwK?)@!}&7u>JG>baDJmY)2j1dTNCg=%)5RTs^%BB3OQmyfr+K zY*;2R0LF&yRlAAiNHqXgy7|A4;?w z_g~<~4tuc}>;0?gzHgpFsAtn9_3|q4y&mA~q3=4{?_tC*-}R1H02WQ9t0u130o&M^ z?`3aAAa8v1vS8QCFn>bG`@4(s!AMZ8Xm{!a2>fcrSRLL7(a-Nqn!fEX?Y{rCUt;%$ zUdcRu5OOxTw4`)Cf^4O5Mb{&DLFSCu#u>_wfi<~dM{a-+;r<{qwaM+^)=kp}rj>_)ea7{O zi09d0-;ovRUZzR7zeRMta@yNfTRZC~L2SKBz>jshz*}3)wds`t?hl(?cUqJnU2=0< z?|pf~^*+&kCq&CNqT|`#t1s`bqLlzQ?3bkFq*Uw=O*x!brVES6)23~b8HC`Bp(xsi z&5(6}@AOyNF8|nWB6@$L)8%)nzW4=MUxX&Q9&-fV)VEi!pPLOlN52Ci_GRF0C_PzE zXDg&%`)VT+n8?3g;kB*-eJ!Ky&eXl$g(c#TAx5GkbIH*qqt`iL`)t+`LpFHaU9jwQ z`w>X6Gck~8S0P;P5*@cqIuV_8%6%4S3j~SB&5Zh2xweJQ&s&j@!W8eUlpI^n{$^Y% zruef&W-5PQFYnu`Ftu6Tz>Q}0XHM7zdF1?k`)98OQ5aO6)V~|pUZI6wN|QjwpIzXb z_Y)+v$d1N4FM^bH)vu!pI*^c~n5`cQkZ!!@+dJ#eka^^Ad=6{tZ~LMD^!@(V*ZuA} z{a^E9kCs1w>wgekzd^L0_y4*+`|rOuIc&j=Wu$ZbdbBn*=uzmEG4~_WCt2x&5?Or?Y z2E>II>1}V{IHsOXzZuec_}VI9e-D6@bq9g_tfb%@*%iFI51S=PP62j8+@x_cPD2z$ z`ia&d0gy3De9%Pi0Cuy%gw7Ft@V7m%z3@{buskcLz6`n!3^OKMaZ4R=9=uMyVR9Xk zWD>TIYgq_c!?FF;!&&_AYhfHt?OqKzbGI{Ei;W>=$7!BN`wz&~_nY^jteSs*w{OAO zg2D9={`kFZ=%UTQRlc%Xbesx#wajWH=E#Iy|ykW}(h1arU^9dF| zDr;PG4zk(`eqDYz3u1j6T=YzLfM@ffm~&c95dC?Vi@e)Y;Lf`C_)(Z8xXTp1QyMr1 zvIkuf@6yH*UY|&GJuuO66{71qBbX;l*NF4?eX-}?&NbEdf#`0J+xHl4z$xFvk{|~| z#3oW;&^38TDAj9&?Jd|&^DCS-Wi|Hqik`lYF9(zTYs#w|PeIU+DYtEPSA%5F`sbz2 z)4`K#mM5g*0@-UCU$C}RL8@J*qa$S_;eLwl25p&uo=T7wnR&5PDh|YD*1lfU`w1lS z)Q<{u?gz0-A>Li%lVBTmkvm?e2zV2exBJTB?>;edekddr%pC*YKe7%4wp{6Pzn9Yp zuhSx$4>>c?GRzNc_7$2^F`?(S#LcK0og-wR+U*-9S?>vO% zS9OoStLp)d=E?C@YVN>_h=2KdVyEi@ z5pX)F!#baIfMH$j?U?$jmP>mlO6 zc>6~-V!+NwI}jCW1e_J6cQ*_#Bz%5o)HC=#<-7_1b2Jz9iSyziGUe?ltt@-snQvR= z_jM0Qxf;sf8ZZVX>|8;st2(mMqz)nmO)0y- zeg#kOR6~Z)FJPLj&d}fX2GT2eDsP`&9(}*i;X)46Mg!(vR4G}1bTwEmN+s%4Ug!BbwYcIQ55`BxdJ#x zdPAQ%S3=BLhYwNa^$#(Gdst1X~dga=hx0Y57N3jMRXEMfbG<#+{!Qq=0vrw zqJ$YBnar7xQBNkkPbuB8^K8|%HT?GdagzF^N_+n2I)q&L88Ae6oPp^6eWLe+aKGXh zoBMi}17w8x24)*v9(|qv&NT%;a-AX9b>{A0&nrR4uqK?Wbs4y!_p~2dx`5mV+vR5l zeIeud>com`a=?{vRhgaH4w+f6d)tO?K`KR~N!&*Tn66fNVJClqypY3qlZmmA4wD^@ zF8d1U83y@vj#v+gEU5NAPXo8UT2(gJ19*n*Ws~%KAcyu#nXI@!AV-@t}8&s zl=UGePP;?E5mtHBByr%}S2iD?m5TMv>=R~p$3uDp{l}Bd{PEGu&}Or*4eg`lWI(;q zNBM~Dgx3?sXNcb1li9%UuL?%I+Wz4ozuf%KxSmt|<+byCRUs|)M~Z*?EZ{uzUt#p& zHOSS^+xnnw8ps}BSU%Wp2{tx$-#t%b|F+oa>ix7P2vm@Gwpy11oHI!axoy~AYTuEu z{$nrX_Bn>G)8mZh;rrclVWfC=S7-cL;0#OuRE~QHjPZ2sgETqt7qnk8x6>Oe6Ot-c z8|{PW{kqCatGa-Db=x)AC=NNDrxe0o><6AHkRYQ2;uuqPTnnzV8nxD`=12dMMM^>TKMO!<}bo$o@(^MvOHemzEXziuY! zR#>{!wckF^kt=%>Xk|^{VUYb`dDKndIBb(hskeqOhMQ|x-vi)LFQhha(t(wSB}5x< zFNYAVAK?;WLEuwd*_I`D8&cXL&fk#5`Zp|d;Y_(|;7#3Lc61ijm%I0y@PbnL&PeV9 zLB`Ev>Q$nSV)nePJ6_WW+0HXBMy(hI&Nkb1d6k0LE@ltDd1wYa=Y*|M@2m-zr~hky z;HczfJFQ*#c~oLsIQBh_mH+4Ggru_9D!-pA0J+=c)}KH97UJXs*#WWxz@99puy5U2 z-~~`N-MVp#@HlYBthm$+5q>_%AWHa(&@TRdsnLB2;g(bG6<3V@_pG|}rV$`3`8Gy+W7sR6?nfYS$bT`8a(!P z9Q{&ya`bb3Mh;DgI4A-B*JPTzkN*VjhwCl{5@E)$`!z8V%q%6 z*Zd)*{`}e{-NhiI_k75*Z4+=#AAiXpzXXo=mY+c$KMCKr@JD&;f5hiQ7U{+NcX#Ii zPqkt5vDU@FTYf#Cm-rGAkGyQ%GO-CFs3!T#_7nn_kvh?Gl?lYXcU`7#%g?9JYZ8^T zt8RnHJ-bzuq%zYRW*ZKMXe*MOj%S}0n9LswUBVZ9m8< z4sUrW*AHC#EujWlQz4r=@55#z{&;ETgv;f#X?sV@)0INJz+(3`Ae$b&EKk-Ad={LG z?O)aciyT*peyI6N-Y2?S-!WGu!q0tlna}*evtLL1Q4y?9`SyAWkgIez$@u9U@Pn&M zpVFp4%w^`*a}4#rydOE7B+MU2=9%4@%8s=Ce_oF?rv3cFZQ{zM{PE_j3U0} zMUb*UHsFNv3BvsphDu#?$D$r^Yu{KNaPI-gEU^unazzBZkH^Sp_A~H(>W|9TUm|>+ z<2cXcLxN2}R`g!*oyXXoB?<2Qd}1Rw$Y<9-aaD&L-mSI9+OHsG?vW=G?(PLv>vq=_ z)pLMlU2yd{GZ$nt+;xOr#(}rcow=)(3<=lMMEezq^L6`M4`V&w~H=zirGgygG$HpQrovw)ks#ka+3lb3V5o*nO`)E{v@KnJH$X zFJ~+V=J%eW)!1;&%{uPvks!RK!EuLUnYL%7{| zzts-!VDaN>#o{-&AXn;sovYuB-;RTXq<5`Z_h{_r{;pj6Z}*4(<9gsyLCI%fSg(3b zIi8fb6?kp3r=%w5;paZv*3fYTVui2X4xTRz%bT~Y?J^L8)Sj5|8x{Ewml77uhzQ2^ zvrxsOT0>xQ#|<_cnuGrSkcSsnRRfchT6CCs4A{~)Zp1%139Q8_M%PWh0OzgUhECBi zh&iS5El+6*ux@W&+fF|X9Mu_92Rl?D_mJhjLvaz{tuB4JZ*xCkA4Kz#L~Stdkho9{ zNp&@L=7L`!d76^u?Y{BAGdg73B)A6uIp6UTYc<5GuTLFr^a5^Db>xedFThs$y6yJX zhY-=2@ST~l7Hli^!k_2v0gt?phdO7aA*kH9=&+|REFJb)HEp#G@Z^4dk}YF^%%g1+ zI(EG$Jns@oZip0APKWT2t)3r@Ux7}~_0v%nb0AljU83Ev{onOqK+S0056hHa^OpwL zLHugTDxM2}{dkC2*3gFb0GL2$zv&PX9b4tle+JU*6#d?wNQLZI50>A}AA63S*DdWQ z4RUnI^!`fIc$NyjZ@&mEjlpue#M)Z(s2+bk|9?I==hvZY<|peR=i^+ZLHRU(e};Fg ztR|HMPCI^`s1J>TusmgkS4rELdA}8!0|6hNUL$;eiTWU#C!gp%Y~rpB`J%!u5MQxw zq5tuT;9WS$d)f2kuuL z`Vsk5h?lvkn^N~2EYhR~_v(j0b|HDfpjbR`7xvQi{j>gBit^D zj$4|#|Hr@A)6{!QK&G6nM7248oy)>}V~3JmHwiyi%x`)uxtV1kQI??>AE6CQkqy5} zGqAn2pv)|LzzM{D-mdDPpXZ-%6|yj!9&ra&PLq!|AXP$!@CT&{)22e&^lz^A&#^yY z={;r9)xYFPJ}G{$i;@i7#-6Db4z3W_l0F=Icni7`Q}waqk1zbLo*|m|BV&1@f>3+YW}6RQt&zOeu!&yk?#RF%6h%ZU36u-KH%27AxI0^ ze{$hWdH(nQTlp8?>FQeXdN<)b{zUUuWOTdSQq0)_fjK2l)Na25m)6D}`U64!dIsm| z1NSy56W-sQ5W8rFv>ShX*Lh-DT~V?=WExvUZXB92dOxz;llRgk)5g4C?h5AIN+GM! z*G12!d731tgU?~LBVQ^4z+=t1qDv7Wure=d?#tIZ`T3+}>e7SD|B?@R(O!$)WeLF3 zy+MCzav8$E7w3*V7J#%5y6>y%ACJ!arTOh=Q7-VuSt5@t`>MOo=l9p`Z@<^GGu&xF zKn<8pDFT=7nSk^MXEWxi!yt2pZ1dIJ1N?P9KI^X4g!KF`0j?AH^I#d#dzLyzmf`n% zzw+p!C3ru&U8@{4{?E@3h>p7zrC50z+XHU5-co!a_nD)5MyDmnOn(zCl%5GJrP4!I zvvVQCQ>5A>(0R1o>Fu?4<^&Ud-krcZbp=O`DHF~wO7tAr%t^gc&lmRm<2VD+&n4=T z=zj5~K|36>UQ!@IB-ijv(|vGLKJjtKgji_2Dl)J!AAbJf@n@{X`MG8_95Njq(4s2c%S|CFld?X!>` zF23l&IK0kxi(N&-@*r2y`CYZs4&WJP?p0^9AV=Hu6Ll|@`2KF?rVGFNRs&P7T5NrX z0Wjn0cY6w~1J3QoBU`^pfYtH$`yNF;1%Gcf#lq8Kz?ghP<4LO(NPjxJ&HBMj2%Ruk z@~TV>c;i0$d<#7Q*<$Y+&ECBPj`XJ;dlL=%i=JJJq*T5waItaQ0s)4xDFpRdxdI z5I(cpGwVnc_}KyDq4q;?PK*3G?aFIN)_mj9mLLQvcOKWWKQ4u=)b*C3%kKQw?O3AY zlSJ2z5M9?t^!o*o!{*+8PzRPVcAI&-wg7K(nn>uu&;0(ewa(pc+078Llr}G>U@ktR(y)(A z>2`=&r(qF9ZG+6G`%*)Xeg&RJ&MWG+QplP0EzFSm>9^PC&w7jKdQ8IS?GPMaBicS? z8pM6LbZ$Dx%Ixipt-k_JGtHEG!)3rUzT1YIVhr9()&`LWi~s9!hJPB*A^KcJ%)fXj z&+Kz^y{ z$SEQIxd1WS`aGVxjh%lax}KUXnHV@As0)h6cHK)6c#i#zfgz`lR7k2&)0x+30A8zN z%xCO!1Dl6Kjtc|%>#F|S^N9)XH~pi38Ql!Y6AGi1R~-PI;~R#TmpVeO%MfSR`X%7r z5x8MO>jvP&n_YgJI~$@k7F5iBF9BKxq%Ezdu%0ov{xI@%2FQ*-)PIYn0Immq8Z5YW z7qYm`^i3_wkUdS)X5!RMkTX;evnDu)-+m@|KR6e!8f>mH0B(Owb9}cXq*rLat9it4 z|IS_5d-#S4f1Tq$=GP4iIWD{25ExH4@{}L=!J@(JB3V$7S7w94(Q1c5f)7_U5WZ3V6P$D`Rhp&NUN_m-1I{dOwXy@ z-}2N6uZQza?>AW9PNj8t%IkrrK&5!-Nd{!!j#d+*G(pzVliX;CF_c3U$>+xH1K z`o+KO8GxKBYVxzR`H)1Pd|Y(V53q5(yLah&O^7&aHS)Bm9Au}agx~MK47|G1!#lgP zfxDo#>BV3;;q`=`J{4?o3qYy|cXsf$FwnPmvOk`G2AIMlTh@s$2A=<8J%trgurfOQ zr>MlTF~2t@$92K1BEE|Np5gI6mDRu)msLbsTMDw8y0K+h-$CY0_PKF~&wyE#ZTpI> z->=^rlOI#_#rcWLe?iJ5x1H0*&xDksOx+{y{C@bKbmFF*$)G_^Y z|Egze73^OUt_SrzV{cx+a}^S=k60eIznJ=~ z6d#F-DqyGj#tutkJI>=-yIRgxy3-1QBI0Na>3~5riG`!tsK&WoU3ORYZi^o&;IvubV;kpmrNL{ zz@9fW{=;m_4cHF}1p@sLr`b5f5`95q%?b-M1)2DCX{WUDUsFVdfN2`|=*MmUD zvZgahY92&%*(|Q{>;_xC7(0OmY=3OgC<#900lwDX&2!A^AdPGM=F@-z|2Z->>3mZV zJm&i)J}x(&pv&OjC+)&w{SRUMKO32O{oJ~Xa6QeK;d+8~tO;b-O$sz#s|Jj&K*7`3 z?*hBujHSXls&I=)uDMskmDSZ|R>~6i;YV`#mx%(M?yOtj? zuWfGEY$rqH;?`YZ^Cdx=DOmf=ayG>3Y}}mnHD&a=tla!)|KuO9At(J=glyy{NJ;*B zaPv%K!g;~OHzeuq_mcph8D*&wVx{Pn}qOsXcW{0RF9vG0NIhY%Yfcdi)Ii*T@@J{@eJ0bq; z==}4GaqjEkC0^(Cc5=J$D6`r}?7WHmx%QyXc^Z z*~3%$^RQn654Ij|fh--XyAh52{E_bVQf?zZd%#Woh5MulX281i;qn&)VPGc;ttwqM z1k%Oj3lw%N12ks#?oF9_QHlu?Q|Q~3ghC*`t|Z#uND>n7I%@2Alnyp0{Y6=O zT(F%zRdEL;7uc%(2UMOH5#CQi)RC9LFDYeB56B?z57bc9hm5c{-we*v`EJ7_zo*Nz z5?+-^JZiRwJysm)kDyS#1mbygFe%^tb=7R0opIlJ!`f%I0} z#eS!RK<3$-kozxofb`1te&tzTKssmg?ey8Lgy)5b_P3B z2l+PKN_$MW9ZPuMQ$g?EfNlGM+q_xkUhQ(=>Eu^4woSqI$j<#|<5-ZzsaG9Za)EHY z5ESsZ_;_z0M65ou{ln?`Ap6tx+U4qG;97*fU0>M(+^*NIjs{YYy0>y)g>?yVpRl(w zOUfaAtKS!engftdsjt$Nc!ljYmPHG_Zq)fdwM&U!XQJ~sMAyBF+uH3J2_FKP?Huy9 z{&x^?r}TmEO&zeD+?2jtg$kCeT4UktbEZiXUSkNWJ;#K(`A%F(9vwU`m|EW z9ZK~{ZLJv{U$Z?u?sLZJERftuimlQ*2ja^dP6RcmfQ&@HZAi*qkSvfpE~GFW?5Y!O zRff+%x^(9v*VhUVPpA8ybbSoDQ@@WBwe=dU2c=7MMN=cOJhLtE%jwz&(wb>k)4N_ z+Jg1ov9JkynE%*cAi6G>X#GaCy_*GnO{O3D<9L7X|0Xwv*N7zh5MC!pG(REHcISWl zenj(P|5N=zbXp=#oA537Bg#YcJ_a0n7XD zZtXQApg%Nou&aMDWH>KgEX;}JpChK*+;~;2A3Pk@PU`#c&&dsrc<}Y*{%FW1>uc4| z>jJrSk@SEU+Q52pH|tB&FOWIZ*I3jy0+yn8_Jv+E0N(OF7y860zKFENsXP(w%Uz)}ZD`SP{EuVNy^b~-QowApbqf8vUzF^`lS?m@!+{-Z9n zX^^Kj=WK*a9dHb4yyYdcfd`8gD6D)6zU^I;^Ve04X|HA86s#2e#9tp0aPE`NGl}zr zeFPmXI#lu94j92Pc0;?pK}JI<==4Joa7bE_{X)MNxIaI-Iwh zUM>&|{5(HAO@V~-(foNjp7{;K-EKhm`Vrkf$dV+_lCM&N_;yy5)V3GEso}ok+!g~X zKgk~_@%c%imZWOFyZB${G5n|Y#_#_5_dMm2JMOmkzBdLJD>JjI^>2XjrPD!gM-j+| zy&GH_=nBm0(}SVojUoDJtk>s`dI%|^yBtbt1$XmB66$mCxvVYAd*wO{I4^3ns-C`r zghJMK=Yd18(p~a?SUm}3cFz5Edtx*2;uMo3RihzRFjYNq<1WJaa?_>0%x+ll9&+;z z6q)+)*Hdv$&cE=%ITCob2lmD7JqNZ=<|S^v)B?Qp{SV$Q@&J$gl82OyF2I(cpMT$f z95`XE#?}v#!Ix3@?A4iQ@UJ*_!h8m{`>1D!T*BN&-&c0hud*_22I1#`=yi56jZ5D1 zJQ|Xt)(P6$v;pgi)TW4enZUbvqvK`Md@y}>qpN389^r9JHD#Kzz`>IcLZ8~7Q)dtU zHPsQ{EG!^bt78AXyiFi=;K0tuH=4k)&sAxBdoko_P74v%h=#P)dtbkC9ZGlIQG_83DZV*4;@7M9`y@PikH%(ypTeTejd;K|Y@P?7J=94mL zrp;JXuvG(sw0AljQaubYnyNR}bz}b{?uqi+FRH+BcbwcQr3Cuh#w{T)SPOPPZ(bMP zH4WsJMOgGGZv$z2C!cEGL}2bXVhUkeguM}MCvqyd!|D-r4Ey_C6ApT4B8jmJy zCwc}gsn?B%lwT^%2TGkG!zr?KZG#DLM3zmo&HT&$zDpf8v+dfzF8zEa>Pg^#J-0lY zFLly^+T(p7<6KrxDaZv0-|c~Yk5ho*8nB`}!35ai%UX4Er6E~sKj+yp{ytasXBnz$ z^a74iWmm8|Avicdf)=CYNxV++X8jNeC#w1MmwMVSk7 zpFzqz*KUbr6flOK?LGSZGw^EI+Bs(xupej@+;^q{ct&$AT!V{%_gvL_*PTg_aM#H} z+Uh#!hevF3PE`hu+?M5G^OwUi(^FqFrp7|rtCx>d8!CXO%{_6a>k8pKxPIq%wGYT% z1XgRy-^5^D5 z9^b*K?x>TomLr+$Z1uWZ;k;|UrfVpz; zdvdWdL~ml026$ZsA6uDQ>8A1Mb@6nWymw=sd)By8>SQhay_E{5gX6S;yXWwM=;=!# zcM9EVsdEoFD=zBk+?NmHA4?DEZIkA8t zY5ZTWGy13VkBH_AB3dtaSRRvC{P_VmjQvl?PqT(ZXdfwZpR$wlBQt!+v|+{yt7abU!iCd>(&}vu4M9hgB_) zA^O|(vXbbvklTDfHaRH?thKtbtagqaNBUiR&F%Ffy|xB($er7ID5}p8wC&3S?80>Z z)xPgYRfH(gvKt_rGkb7OS@ZK{bR)=ejK4fcuYeHO*QIA~lo0L*SZvO0%KYUHw(ol?FCBP2 zy6-)`Vp#D_%YLw-)3y|y+(LL=2GMpg(S03e1D~`fRpdkX@bQX}NfZd#U~GSKhAZ&& z7fza@_!fAkB|DFOSPRUq)X$pznZTi>)7pj^!0_^3@pF+61i!fdGXLr&h?vP-Gt1*J zm{&``RZ?O>_EBxdoCmKUx=P1o|HebWsXOJ8S(*Wy=WC`7*(?A_{e&IsFZKaL!1KtO zjYmK_zR#*9@)|HgckOqV9RR7@%%>`Hbr9q`eOD{F9ipBt^u1GG3ruGCqjt`DV02Da zPYg5$*5Y!%LjMfH=hB)jnf`$-d3tm{AbOoq*X0m^v;%&=t}8si>v&JkF1G-P-@Ly4 zr-=e&Z612Ep>hy7;>y ziI8JIJfQBY3_Qd4YT^$3bGdjrn(B)(^?+&FS=nlx4AJ}4pH}%xft=mJ`1Dl_$W!iU zKNOGszI!W7Z+_5(0AZP@5tHhH+aW(+DkloqqMRxDN7umeMe4E%6S)u__@+g`>pnQW zpZg={>2qLzj}rED?Eud8d5`UKiXq^YYu~c(3n5@nOZ;YidB`jhE4y;)I&kk#J7Ri} zKkm$1Hn0CmR3l`_7oNSk>nZW|rv%$W_Lt-&_A+e2b8cSAdJ$1DF+KFUOYHzKZ*l4* zE^Gi^eazEQO9DVwD|!XH17eASkvcMfu2>UG+my32Q1cfSNsB+>j*sjWQ%w>QW_ z_J!aCYA}DD(CB#GE$5oOCY_LMdAxxwI2*DSmHo`MR)s9BbB8N>RDg5!vqhF&HgK9} z>qG>9{h#MGemkE>vprD0oqsN!!;gI?k+J}si`=xfbzxY)4Y~~*2STE|#nbm^*N>J% zX?aUyXd?XbDr&(s70wPH@C~{qv&q~BT$a7hoS9Jo(Pc$xeUfJ&%kJP#*9jT?b{N6u zAa=(@|3`TJv%gLC*O0^VO7~XFG#hi^Ejn*DGhY!ht=%8(D|08@pGhy6ygp}HGz7mn zXPzdwbmd zPxu_l%=M?ke1lAW>uj`NL2#TaZ*cVe><2Whc)Vp` zURXo_KCm8Sy!$U$t>po$zrJB3me&~v6c$IDJp;xR_iZk@eIQ+;=UebF5jeXo78r|} z0Xt>-nK1h`z|zP`DeX;%*;@nzw_UwUd|tyrSF9;xI&kl5$gtJL!E2Y3oUWS_miyJ; zGb*`|*&$vk(Dwa*&b#%y_PDdyv=N=uSYY_7XgzbD26jaot0Fbyfyr9*l=l8Cc-$im zRQNc8huvC@DgG~D;*-EMuPIMfO z=(wm8JIWM!OPT(`3lUto@Yar>w?rvgO9wrW)L5qI`VkJS_rthe`*^m5bQMkQu`7<*G1$Xu%OkI;!!@TjDI< zw}-Xbb}xaqoMiQ)3j0ylzaF7qufTSjx_Qd_Bw!hBG=HVv1*}x@3dNs4K{j(*!P$jp zA;!~Wh4=IKzXOtC7~Y zTlCw&bK$0pG`s^&Q@Yy2RP3joX-JcPzXG&s-KH#OyoZEP%jJf`_h5F z=47%P^I!dQZ@m`6>xUwq`idv`Zh-Kk6Uv_Wd;-q5tKre}uzXMT`?8_34m>yL~nhloCZMAs(<-4aZ`tv?53_gHWL)P?=5R;})XO#VK7?vI$CSMR70&R`Z~h%Gm$o7Pf4={NfZO z>=sXr&}@N>usxF+mOloIWq!ZToM{J@7c!}@7_&g~NUNgLMKzE-T%^6XI}|40RH&xL zoCGn`n&bQQG(p?<_Op)E#UPzE^_yPgWH2c(SY#OB2id>2=iYuZ1z6H=i#p=fzjaw39V{0IZ-3q$0GVX5Pxf&$KytJ2R;e}vU@nW>Qg>4nWZDL=U9s8^jEv%g zLS51zlfyDLsyPpt8w`e;Bkqj3zj^9=6(W;{AnRa}ntAva2>-l5C$MK1xNM4{PaW!p zKuyOFd#*eIHg~6hh6Wwj8e$KH28f@hIr`lG=l*72zO%~Y<=FLhs_ObeHKqqacEUcX z+4A8aE6CiM8ae=>S5?85KgG9$c{(k*__xFhAiwvEX8uh9(4zdj{%wTXB zuu}DWmP_!x(d*~(YF}Ws|2vRL-QqN-`6+PST2-<%7enxdaCde2y#OvzAjc5 z0B>2X`BZKGe2~rFm+#3hW&`JS=QYQba$saHp}76ZN059rBD#Cx4qz+oUTyi# z*7yOf4;lZ-vt0rDyXotE*Ij{J9(CTjh|@9<|`}%z1J! z(|}fDG%p6cnt~5}t{D$9hT1jj5)XpZ=EB9-ZVG|~rL|;WCL6?0k$xUIUkwt)zhwGE z^kMRsZB7Ljnf^OB%G_89n&-@4b8$QlAeP zMeUpjiS2LV&R@Mm_?$C~;++?=x`Tk3J#s5dbq6qa|JtfpWQOJNIIF-Q{N43uCO-J4 z0ntBZRo$9*2m3(}Z3`o~z*9K%)#B();5mMW%#%g4hxOJ-6a=cTCzyO;`g za~oIBJjxy&mk+Ae59`=)jd0#`qT`9dMz4hDFZ6)qNQK7r8N=Xw#K-qmFbTBhPS({P zwEOqG+Iw%p`&XHV8~UzoPlSN=S({|OT?JnDB5~#3*AOtcWnZ*%*VD%SU$Wi4aXs7KPlZW}A$|0iX7!w}%Av)f) zxOv^PnLF_Q7~ESR@np0<^6V*0bTyZNMCy3?3SI?dJ+vyGIFX+x|99ue{(1f4#hXJ# z9mYY>_znr{SPg!?^G&~PSY;Cg>+8vl&rXBL3jL!OC%=L~3G2d*mxX|H@_ED2Q>wsQ zF&N$cRRxsJW!}-abr=G+nwqIdtOHA_JNJ!PwUFU5(q~?60Gu}c+)pXJknwtfXsn3y zKi=Oc@(jIkgDKc<5V=_K=^98r_p54O{~Zh_mnBCx&4&orGL^odx-swbyYWP#&porP zmNsqrRUQqNzMKc0CASG8#w~M2tO|wa+6EeKX3=`ZKaCH$%}y}RWQy~b}q2B zXB0_kHba)e-Kn#}Z$eBv<=!P&2yt&jkB*zUdh|KS)ys+Y=B7jX?yV-@citiFEnVMV!qFts!@I9j{M=vg9?{+G;rFw1wtrsTi~aro_1uRbfvM+bOg#tznT|n*rH62kIFCa;~ z_WdiLZTx)jA2V*5O8tT?*XrUF_wx{&z}h)w{EX4xn{h|iZ2EO=a5U1`nwzZzkxGdN z!kC_*XVF{a?I;0}>NE2jRviGDyCtS8g$zM<`7)~U^OKP3V*E)@>OHWp33+(?4T7BM zgYL{4OGvhv9`-Ws2n25_e7h+J`w{W3jHwT=Lx}tytMO&lAS=Iq%6+mHa6c}%K%Kr2 zbkY-MZYofNz|2*@-kWd#cX?{C1X3S7o%UJoBP2Gr*y@^8LYQq-zOIP^1kQYJcU$!p z_=-scW}7bpR^7)9s@pz;>_)$S(>?Ko>n);rME>sWcjG>s8^#|$u5W~-MD?h4D}P`L z+}!PVTnj>ycnu$#7C@?iroY<98({xJ)O5p7f8f4(8*#2;F~r<|_V982THq~;YW(_5 z0U~OLT0gIS46&=$=bAc|K=Q24XO!;^kU8kc5m(`tFaK@(-gDEmb`Sdnkl8-FY2xWQ zkgEL1sA*&AnD@*1&P`5Oe2m{-c>2TPmw*dDFKk*SwQA2q!sE(BUq`gO`ls^m&+!PN z=cy<5E$iET+Hkb~&EqWJxx!5vGHf@!`;~hSvOfL#u<4=3*!%qt?Y{{7ufb2mWWjNl zj@h1%{Q2rgzY{-dE9D5cn~3J={oU{T`#7AQWBA=!CAuK(R`Y#kE&%iAhlBf`-34yx zjAGgpXJBrPc)gQ-5Z(p7~84hvd+Qxl(U+ z`0ul*KT!8VGK5ER?Z2e_ksqh)pxCCl{B?rg2NrD%_JpiuPrT+P@%Np%XGL`neRKxX z)4EzspZg)lWy%KT2JGkU5pTR=$RAG|T?a}qf0O^RFZbrfZUxV`Z(hWMyA`9q!$|wkOHOeR#5^q9 zeTO?VdakdRM<`EGc?$TXG`@Pg?=%F@%e)!avkWqr`xob3ZG*`4ccqT@^^nCb+2l3* z96$fd|8aj>o)Ue2hxJ?F#oOELjc|Yj>HY$eEk9odZ|PF2eJSG!zaPV8ZuXv zA*!h^*nm_HAs>yb?%8ULc^%R9@ zH(vwOX0hb+&mHBz&i}jj^vO*io$_?RP0bpzgf_2LzuXAPcLSs<`;I|waCPmG$Br=7 zHbf)cauX!DnV#IVVFz#@-}HaYbOWA7XMD>`{yv?o$vqeDj%*@apA$VF+vKF=ixzxO z>C(@A6{~%~ROoVL+z$`njnh~j7|{+cEhlC>`~Co~v!Pq_ zMFnt9GCs5KNdY6uVt7OO@AGK={rg!z^l_Abp9kDN(VLs8Pa#D_$-Ys;4?P9EGgX=e z8B1t}RU-VnM?~i#{^@gx_V=x$pC21HM<1Am)<5U=Btmk}AocZRem|7wc;blI{x_pO zj94X?JYupS%^)XdD1m=|O6Kl(O(+r}{m<+7#S&-AlE?4)$i>J1mbIqXEK z(U!O1?cyJ)v%jD4db3#BZ!b4V90P7s!S3ljYG703Sp7EN6S5D)Zrywz>tP3$u0k+0~RpBQZxYRCwUXl_C63fD*oep0D@eHe{ zjz85v-0)P=>w(iCrr4f;#G3+vpG@6NAC6$Zhb|}1AcOZl;jYvreONv|=;H2Ch2_+} ziLv6n5K(z~XtksXa8G~TJb#!9-cctMYKwG1u7UdSg5g5oQhx1{3Ofr{_hei+>d!#* zyWNo~6|X^@tX8Oe%MPRrW1^2z?tz5XDleCr2O#{j>AY>_2@pdSp3D&(0#~weWe_>3y@|$rQ z|LrGFDcV#)#LSJGZqsu>=YMM7|I@ymQ1OnJw!upwXG)Wv`h8!>*s*J0 z_xA?HcxuvQpUJJy9k?p9z8nU*ch zHvuV^XF0QUEJ1f@<-V$;8X(p+yX(q|8z3gX>6B}kK1?=Gxx1xE6eOaXc&#@|z$vcf z+4`eLLF$8KR&ezYWY;9@dtYDi&-v>Jo-;*se#Udh-A!vdOChd=%(VNFH2Pe{uVsnX zKhT7P@_|_&r|%%V?w_s3nC_;I&%cwRxn8IQFB?hquN zm!04^O{h4dq+2f#>*skv*>+4|{TP4mp57XW2t2p$-2_QsB(+Dr>R1k1(s(OtvO&hq z!dXynDon8u{#w`j0ld5gUS(_gfK<1~d}mMsj-TEMp}FdiI_ahTuH{LNE?_dz4wo2EnVz*gmojNkVI{@c9gQa8O5 zUo5Qy+4kC5Yj>)HcBa=cky^1TJwnoLKPLv3I`5T!JX?Iu~*r8>uq z1|jBZsPbk%C$N~%{?M5G4WHBE_NQ zdae#|_85H8FRBAx$m>|i3ERfrr~i~g2KUq3o`~_sA0)Tlm>2k~9c1U&_pzRefE3&N zlVAERV17}LHR9=k^wF=K_Gf>8KJ0%xfAnX6i|9Ea5fJDwAkQC%%I1nk+;uJ;{oHKX z@1QlQ17dBiWb2KTfWPqOUz4u}0Z%+B$GgxU7}-`8_h$EkjJjx`>Y6;l>+rHBZK=pD z;_pw*(P%XGEKUdBlHTn{uI~U&$Fg&+;`zXgQXQD4C%SbC!a%fmKO{A_;yVzzGAxVA0(|L1j)znh03 zn%6HSF|uCyN&cAUCG_LO^sS}*zn746-SYMEEU>Mc?|tRKaq#iqx5KNQIi}unwVYht zl6?@Y`@Ax|@4N&rrMs2v1zytGQ!Y<)yLe@;yCXNk;Iemj=;ZB>}stZv{&v-&e9 zY=S&;{=WUQ*AmVrNOZrX^v9e_@;RMg)uXsi_LCg2uib1rqeliNd6l5xgD52kmyo0ux93Gu z7NoB%yH`FV3uZ3cC9Eh*f<((3n(Hmbt}7tgUi;niO!VCPz~{!)>6Y(+p-|sb_$&@w z+AhsMy)7MB<*UehLj$nhoA|}Zd?KV?jCw$+?u1mIYa7`57a{$*?go`3{PO*GP0$ulYg+gr>0jl`7Wy4X z?>*2vt?WDa9Mb;a-jM`a>Ox)uCaoZ4d}QJG0e6t18h&V4cnTyo_BtF2uY<`ylYZTI zO8^~>#{!li&A?QPGkT>E56Pq-8S@4Y*G@xpUH0!HcwHeuqvB@Rptk&sRtQpS~xok5~?5 zoo~$Vd-0d^AT?rz=T`9N$9NX*?H4nQ37>aN^f?H)$XTqMU<@qj2hAA<1K|HD^s;P2 z4YnIvpIvDB2rI=SgpZ!O3DUVcQbj|e!A|t2QP5H|;J$vysorl4xewPoj?&Qt&a=5` zRjUqyMC=<+@r*OT&``W{vNQvN&(da`m)Z(m)5OxdJK{j{+k)9uj@^XUeR*GYx2Z^8 z33ek_RdRXB5G)v%ThT5y=J&Fl8;;0moyYs8zFu*II0zT{^Lqu8lM;2vZ5Ab zblMAsXin$ap-8cw6cX!c8yVE}!}gf^5Fb zW|ccZj`8{9KAtvX_NAspx5?eIzW};jsgoX9heF0x<-T1%(jcW>vbRbVzwh}^Ejc$W zfMD&9-gn-ovV&cZZz#2X`mGNN& zEL*-=zFBh>qfdEyGf*O}-zCQ-jC=I_Tn zPuKt{Z;wy9(ZT}eeA3e!VqU;$y6nAmR9sEFCz=r4oemagym11gacf*c)3^m_2u^TI z2*Dd@+zArgA-Dv0Nzld#8iEA~791{TzL|SweRJkr-ybt~ox9Gv*0X+H^*mM8)xTX; zyLwmEvt28UJb=zl+lB+V#=Ah=$Ncm71L5%&Qw|Diq@OpBD z^NEk^Y|E2%2?DBQb)4W|8TEXY9yn@G+V`oewy`s6DJ*A8tvhQI%TRdy%GC&xXYhBv-H$4;`8DB6xbUhKuV34GJFVtK~=lPWUkT9FK{sPGR}9#zE~zE<=b1rt9hwiNodQ9UU+po`;}-* z2DFQ=?yU@1J5d_AIlp(k{jriQb)@Ja@wW77=SN0&GxlGgF1_&4V+buJshpx@a&_jmW~{x|-) zfP5E}OW?)W5#!pOX*++`{d*jPn-%}FSNFXgqE3^~c&Fn4=UexzcY9TLVs|Hp_rBNn zH)6_nQvNA7hxdP~?qg1~rC@x;_dc(#o;{0V{BSfdOWd9Mf$=8${A$BZ{_aGF4URCs zIcoQRN2ZL=fp3fd6dx0lEGVR_f7NWz!kOP2;0m~C>*p|2>q?E_CxDBF0{iiiX#f?# zFrb$2HT-K=YGh6zKM`Cq6ckDwD%y{RPk^tE3;{&)QNp>p#=FP+FE-kF`o{ald&UR! zLjxM^G8jWi`d#ti_+Bm7P0E+lD;DQzzUEoL;!Y6#AaN|y!?k0o_&W1og z1+ok<%U20s>TC+1K)T><2=~(=zW}%a=X{3z3w#G~@lKloZ^T5v5%vauKN+$JFvcg! z-@=y#Z|&Uf_YOb8-4IeB>Zd_A0@?t6fJ44z_`A*v#6-*y&c^e8D&%9N46+Ka!q*PJ z>AVO(!h_o^bqvS5Fx_*2?%1jB*ptVlaBdU+0+h+0{H6VW|+u6Z)%6|cZ zRR2P8%GWWuWdB0ChwtX%|BJf+kGhRZ4L$kSiUacfOT}@}{cFYH{%f`S_j>*p2;EQM zU*;{a<@pQT;XS=gn2`F9;4sX|)JbkHf|JU$CYJp`t8+kYMH~h`P z|GpjED891zv7-JS_p0b-;;d6jb6g7J7WOy%&B6a??cn~I9D%?4c}c!Mk%Z=i6vh1$ zid)#j=YMLr2b9X(YoET9{~P{)&jCs*lt%GR0;MQ-FL?U$zd_Hv(!WRk4*hpl{wCu8 z8WDAI{zNBJ6H;`y|1aDViCz`u`Ty60`}?`;k>BjeKZyX*2VWh6(Y;cF(C3K*^*#iB z`Qi|-UNc0^$~BK; zPZQECrQ0aUvHmLJA_aI?fbjpPAg>C^y;g4r`4O-Djq2aQ|D-&4zS2=ez_m`TDDbE0 zg|o2w8tk5N|;?M+y&inB!1)Avblq zzH_|NGG*(+b5935ZEBols}lGrG_!pr79;em=v-wJ+Tg0a;4Zq{@FruRo+b(Fdp~K> z`Q-g1(VxTPFW_kI7e*@=Ux`4Eg}JT9K)Mim^RS8dFAi3xykk1 zrdbA_P(8hJeXsOt_q5GVV;B$4;^-n(nt8kn_oB+3np;E}yl!faJrN(>`K;l{oj4$g z`O8nCQKnsd@>7Rb-qnBsmCHd;>nZD(^3P*%Q;o45$)U2B`)A}ozjX6NUw+ZrnLKH2 zGs!r6a{ZRnsLfVnm8&X5xa<(cJL+p`db?E)zwNl?RPNh3O3Ypt8=+pSYJy4ZZ{B>A zR6O@HbxXR9NuGbt6Mf9U`)+YcsV-zMBTH;V-e;@bG@m- z?6^4cBsJdy?b_?Iq{(kIXF$<(59cM-fXn*Yx;|C1@5)`4-{>0!iIY!Ph3sd3%DaAs zRn@~uR8p7`%!N}_IsJ;t!fOvVFx!PY0)4%Z{YFwM$ar%a)*hOXFq9$ z*yKKB%xzS^HiqrNOYLlllg19XF@#qK(~$nH$Qg+Q=KajGQMa_VSNq2;B~g_ZDTg!< z?Xse{<20o#azp>5+HdO+_3(;@9g)WR+NGim{G{Zzj-`w{JFT5;=gTTWCtf+zedbmp zt{8!4nE1@j$JU?v>3XZYemyNWUTWYGUOg(s=95N|;zYa&w^iQT0|)rUBG`rgRi(ze zw;3)f1C{6Cs-uwOd&dfks-Us^xa^1XdsDW@cK5Bv&h&5U4y^rumcwpeiMp8jhBLgm zJ@KBMuarrd;#s_BT@guXJ(F+YsdvaRS;pP0%uu`p6dh)qz5Y_3>mhl?8^4=S=yU2} z#g%(=r~7{9Z=Q$}SpTAOcS(#J1=o*}p^c4E`rd9z1RQLy z7mqCt1o@d3jJ$sJWzwzG?aSg6_pj4dP5MJze^0SbC;E9Kki8vGy5VI7`I6K1;=|0@ zrcwVhW7=83pVPZgI0r>b^Nm*&)wb-6itN*oTb5UESA0b4({2}A9ddl;FSZXes(&Iq z-Y)ptPLrn%vv*Kn6aY{Pw!6 za&XP+$e7AqxnJ~lZrGSRe;w@dYK9}~llWxr^%q3sMg|wEqbV}4t-lg);rd0k>atZ$ zW08bkj=0af`f;hMskf(7-i*(?`$qT7OHbq_^wPTpygqu@o>{p6`p=Qg)|s0NEo`(Y zer}=5;4shjVdw9@sML2tpB+Od)b**GVU}u1Ys6+;=*g?jR~M&V?nWY2QooMF8r(!i zUTxL)ul(9S6^A#r`M_50)$gYKM}=Q*c?6!AuB=QRyHzjS%K5)sG`00Hk6E-T@N-O= zZJF;0nfslwg+-Lo>WJx|x9_vqF*G9i)41x&M?CLZo}H|X=hNczsy7)PpIRMO|G3}H zSi7%aUy{4qoxJ0T7N(aOH8zU$R}>otfL8Nqxj-htPp zY${BBeNlMyvS_RP`P6M!^Udt2MkB{U%9_@y#<>T+|^2J`i z{7)sVO|6nObAGpXaDS)QaNKh!BE8$y8ngW_RV8`(u>$2pMYc<8@z!*Y_wY_C%DUy7 z0hPcD?=LrchqdSSl143kCxbmc9rYg~^S*vw#IZ4OyziH62zJ?)EBMv~9^L!HzqONC z2ic}#SgVe@KbVk4qI<)r=Y zsN=NOjb?6f(aFAM%;3-QR^#o&Rk~Y?=f~{NVd_<3_pFK;Ti;vV2Q^bV79EdORz&Em zpZ>V1xE&kobK#np+ly1oo-JHhneB5yPBeUNogp1{RJ@;`bqw_DT8Hvi;q}=}T`6ihR`Uy>b zr!8sfgG!tEV%z?T-s7@khV!9+CiS?t{qn&+oZAPE?y+BkiI+Lmk8Vt8x76RR%y0dy z(Dnz9obdQ_MAo)zA#+)HqBjPdQa+D}Y`K_rhBq`e*N(+iIMP;Hd$?7bj4c>e3GLX; zRL6Duy}fT9o}Rk<+$J&km43%6#=WM9imFh^7Kv#uKsZ%oWyq@6W?1RsL3NoY`-_On zeagD|EvsbI)oN;}T=kNpfy(spMLMpBI?GSH%^!*&wX$%XZ6*q#D5!4;%=Ne*#emVD0?|SO@R8}|eEmBiE9(qMO|L|H|OFihc zF}iA=;aiUt(ypqWa5ZY0?|<_KZ=+&u!JP0gW-{NXCr+wjt#WE+Yau?FuVhDu=KDCM zWKGg}s}Qa3)C@hhF8kid#=a=nddB%!Xz{$^ zxQMGU^!c7ak9W5emDRC!KKgAlSliEUZoaLIhC6n^@`t@Z(c==pXxFIy#-=Jq{Hrd%ck20Ch z+?h@l&^RYbzy8PIC}q5h(zCJfBe7$}D_KSR>!^jMVd~_X;i0C7sceo=c9URPYq*$I zX3V;V{-*4b2xr!MmcfAEQY3FO-|`elZ-dil0N&~p@Nj+CL2LCoqXTVsHk)`}iMToU zn)Xc-hIbd=8V+5v7lyM}HOG1zbbS)pwZ}*e2f7Afy3JyRsr9tV^^@g08THXI7pi*Y zYnz!fzZY!my>DOHUkr-I^h*7y3FV~%hrS9k8d-ZoNAz&UFp0;ePgT~1laSQTaH}ua zV8&A|)jo5K^ylJLS#td?*}@+8+V7N@ik&lnJ;7U}tum4)<*t6cp9E(3>Vk!k@%npo zj!BK-{JJ73-e1k|4vo6a!xk31rDlFN)*JV1lwT5MoAfR??U%c{L!Onj^UHF6eZg~o zNx{6fB^9i>iZ>e{x%lUOvb8WxnvG?`JX63QC6l+zgY+fVG3bj-XZvxO4G5#m1&i`% zz{5*XrTKOBkQm|Bz7|~i$Z0CL1-$@2QCe!4+E+Q&pNwQDvEe?0z2cVtU9I>j^{>Q) zKc>Zk-lI=^H^K)+aZ=3r6RP($uQFBf9|jo<`oEB~Uh&;<9~9Y1G22h*%ddG^sfrT( zF}@b`|1h9O`uv5Us7{J`e?nh<&1+9p^y81YddT)rjYyw=7$&5@<^`lGKH-nSw4f*G z6{kk{2oj&zF#P;)1_`2b(R%v?8#>aYI2(rW8I}nK(h9}gE@s1Qh_aK1(qD-{{72*u zR;K15C8vK5QYyLPF*jqxFQF+r1u!>C#~U#WamW7nhkBZ&`7Z<`ZYfa7Nrt(RA>N31 zh#T>P65@&nZ2pJ(Ov&jlq>H)HEZ&H3h&%NMrJ5@qYcoc|QlPTaKh%ElMt>ns;*I_{ zLKDX#093VvBo89E;z$gDOf?V%%W&i%>C?XrgPO@;r}nqEQ@U{N?H+PbxDE|xwuZfC zKantK8aD`9In%6vKH(SQ(R)AZx%$6O0jlJvBAu9TP$g6Ra)};E#zLQ8~+A-|pPM4Ce@#M;Gud4_JPlr$Tg=d*>{n#1X$(ae| z{1sI=#aZur{Uk)eylx=LTnPS4UUOt4$#X^H#h2@n+a`HagJx0ILw&IY5p5L~*`x2j zLf!5Cz65)=UYYm2tbXs1m9{W#@0F)(HMXMVN~KtY>Zr$?T3dN7n=(Iu(9)dTG*>9l zg&*>+U|Y2UjcsR_`;74wLPixnn;S+!d0zlZ44-R!Tc62^9`UC$JvlIPL_E38Zg4)h zt_%06CrD6Sf$c-i#q*#;(>ZH@UjMGu5}H;~S8t=GVTySy`=Yj>+f;+%^_M+z^EnWx zI@K{V;(KR!<+hTXtA)Z|1x8r-X(&c_N67m1o_q8PFB#3xj`qP(pBMEBgz7(&6cc=G z5RKK$sQg)Wp+Bq-Z&QW-5q4wC8=SstDf9c_9X5-s1HYn44FBUU(gswcDI0HeaC~Od ze~@WNsB7UV)RScQmim&*I8(L?#__p}%$PlAT+Q^nTrRSW%AO;~xBI)9wiu2ak1@?_ zQuLgz9TPp*vRKEp(im(STKXJ%2W5yivvI#;N-+9a^#b3+{D6Pw*^a`e+xk89p3UH#e7&$qk1w^mGG( zzk;d)`xsx9gx5tz;F^On?B!cbL-;Bd1Vpj+DCE?^x1esUFp%@QHoh*QZYc?F_f*$h zCuT^$nE-w=4c5R;?-CGbH(MwWgK%b7g+TlUigHK@Edf5Dl26_35mb>Sdf0Vs{AjVd zOu<+KAOcp}`WaSyJ;FX&K=&hNr@CjKovWB?zV88kB@uhIN?6rDflQTCk;=wDHcV77f;ovvly>TiBZvCZRCV>Zf~&Z|RpuajhIXhl zyX!4IadaXQh$UgA=sRyzKTK_88Ve^a3mj8VcW&-ymmJ7Y$2|7YPn8W(iA((iSw%#|qEw(5HExKx+IQxB<6{Jv z1shcQdQs3{7H_&qA~!?C$?+B*Tz%hZMy^Y9WL=TeOh$OX(TDT-Bh<+#Ur&m?cM=#Z z=}*uH=TGV7pso+XtVB~<**iHmDZbb&MeT?s~mqA*0L+0^(7an zCM1Zi+kj1e)J;bctT`sk#g->&#l?|n^w)}u8^7bGWx+6Er%^vc43dz+V~g16MuvLw z>gF1KwGw~ZB(Ogf-(0hUdL7pjs{}#EdHY%}HI1PT%3NwsGI5jgb!o$qA)4FDwiYhh zBTUNALkB>;)ePdg3{Lpk%fg}Qtt{{4OuKYRQMA=?u!x2_6gN@QVozaExta+`Zl3Q< zLIPqDLI(l|`Q%l2^+F@Rlge~b1W-iCbt#0#=|4j%AP(gfaOq?WCt>s@+HnD##E&uI zfe}~ws;1MNN=bJKnu)R+5v(8?dRLudW3CR6b`CRlSp;e~sh{1&DXvU2BEd@s7gq`- zP{6N*{hYxER#Bi3qf!PPhcGiDsH1JSt6MFb%J2=Ve}nSo7(fnsQA>|?LGZ*G@~14q zCBwy0+GgkRggSjgWP@Ps5i(_H+$ZMGqS{YOgh-6B>xRMu^huv0jVs1EdwwuK##1gt z6Dr~PDIYGV5dA^zlR|Nbc6_kV8g5%4Yqd}BCNcy`rdj|E4zUj>{sUoAfBCr*TDp_- zhH=MMF|W%tB#uWm-91R*T^!juj-A%!J0R0!qO`FIpIn99o;|(`Fa$>{itU|xxQRO2 zQx5%dbT~PbJ0zuq|FsWoMLxA&!iP*XiKrf6tjb;;$dQ=@+fxCUhQ@{e7VV(8JJL2s zxQZ=a-ma*`)}RQ6h`C2kK5gb`jF$JCCAO*jZ<#=qisd;O42@F8Vg^?nP z^<_z$Bz58msfMd&*MpTaE?5@OqE&Y7k#_#;;^OhPAZDQ_*yK?s`W5jA9284$UqObFsFzQMpU=8o zjCXMSK^*Rpl5gE}G%WedwpcWdIxqZh&f~_i@ zE4%KE#I^Mlef&04<)0y%&2yxw#WJX`U_6E#nhEN){_H1(he@_a-9%0SS{;tre^5znU0!S=lb$?Q=2C6OA~BLNMJ{4g*J z`M{Sm4EY6~)B*Yaz(%j!dGL@gbV<6X$fKfvu9>9eK&bsZZxHQ~)YNc^V4VdaeU9Zs zC=o(gQhn<}kb2+PV(41%CAf&uDqqQ=>|3f&oKO=o5OXTAK-B?cnTR})& zn)8Rby`Le8vQD^iCCdG2%2he*ILt&rT5`z?sj+c&0NuD@M*i+ZcGfrs+0khpTmuw- z{erWFWu1P6V>aAa9f@Jy-B83$R6{Ex42Adn5FOZwsCM2)g}-L#?Q6G02X!-73df>g zA~eNS_`RP3Hu>Ut5$;Dd#4YR+m*a~1rFg1P!-MOEG(yj3GyUoe%4E-Dty2S;cS#fs zu!6xl&qDfZR;+kqlX^u=jbRJ=mTj7;&JXhmP6Bh*CqiEE2wx@{QER5YmZp$!*0ay- z<|Y-4DgkB|L~fsYt=pAw(n%`$33@%(m|O{PNzk*MlP;W>Gf2y<>=1&VBJNGJs}~2g+EQb zGN4#rV^=Z*ByB;DTS44aV67_>7vuIZ%On?hnl;8kK4adHs--r+rq$$-5DsB})*viE z5JcD8h8lG*F48b}X9y1*Tu_owFSB8^&fAGt6uzOAWE4@_uN%%;1+53enKD(li=SIc z*lvM;mgRqKOMX|v5?df~8o?eCN}ZHEhQ4OueDM`BMrKG*A7H_9rrl^uOuDA+i>Ce! zmohr5k|)_@!>qlLPtBaLU=o5&12WgP2C_}&dr^-Mq88;78>8GaIN}ryYPhpwo8xQa zqm}K*39DeWA2f00Qq6D*5@|G+W($rXp-OKJY}7(2hX%E@N}DnZA8j)oBcm%g^rdJ+ zQ~J%^0ob~RNvoYu>LJ#T1%nE0LpfOr&14*et~u_3K60w_U%0Abwe*#Pn4Z2&nJ7l3 zZr@SZRLFgt_$j!a2bmhye3FSanXj=74692{8JwEzG2pY;eANdMR9UF8-Q1z`THq3I zaj#aH%w$&?qEB0(n6#$++jXacpA?T6+2jR@&$R5dLSP9b2E|uK*dg>R1nU{; zCxDSBHBZ9wqm$cMB_hDwXWB1Inghj1eWtqxf6%i!O*MtY2?dNYzgL@o&#W6%keVnR z2gH3Do|J$y#p&Tr0$s`Z>YkCLOO4V%LI!w4)3Jv`OlBVqcra0pol(&>; zl~?B_#{#7d9AUI&Ww})_&-=+o(dq43C>)rx=IIkB@ITtRengi$nq~Uf5~#`4hXpx5 z!&hanEBd&N+J(>kJ#K5#lC7^N?NsVp_ zIFNCyg3l=AGKG!6lTZV>e7!awpfu88r(R5&N^D}TtUvv@daK>pTB+S7x6#h>?Dd;b ziSfVu8RaRD)*|?F18dOa)n5pUCW9VV&)nauF<) z5B|gRAr&c^GRZ5cg`uD)^%H#t9CifJ59`HtY5}>4@@n515CGrZ>K2MPQ6shAxjz}k zec8xbql$8=XNcu4Uo)1#Cci}we@HHUJbH_gei2`JO2Xc@;9}A>pQasnY8v{s379M% zu2b9_=q#*N9+eU$Q;&G-9jwNM$MXV0BWYhSIEkG@LdHgYEZ&{8Zux^=gY}1V!S*~G z$-2d|7N@+eZAPY?@4zU-aCxUzC`pF0d}xyj1sGGyE^3B>?a!$*ix8WeZUiMUC1!|A zLBO9j5+z*YWzTd|e{At51><<3G!`$Car5PiUWhuYq1=ZJ!PU{qsq7r<4!ES?z;1xz zS@|S!$-q$7FE*SKO))*R60LsX`OwfotN`PCq{y(Ct-xiwG8oOM`Oji-|4o3CZ+G-ob)Q_89bk3vtV^*`*s60CkrH{{U$V z^c5?@k=QQ-fP<6$wzLh{=$LIATO5EsWyjOrD&;^(zCP$pey|X$W1&@dNIkAgxvW5R zZ<1&{$ch+u78Xdn@ff8MrUd;C>q{mrk3wHZVvVsGM9eYVp8i@9-kVO7RXQK7R_&B`8^BV!=w>9zG)sG;@E{n!eL*R}*f<_tG&@OHTshrQy2O^D zB$bvclN4j0e!zfZGQ|`aWQS)?9UBIH50eENuFo;p$j71JUKsqG=HwnCb|2Mq@`b;H zL%wOUN8@1>ys4%PG(6{^{RP#cQKno>&6pG@;vA$Z9t)2I&?p;{D_hX%6eEx%>pDtI zKzT7{pIl#75G7KUE&?s)T`48uv)C}hQXi2F)!bkLXP2y6K3aYRhh`~-eL-*9ghoOD zLxvsGlOFZp_H0=g%w6}vpGG7eeLxl2^E?wX5pC*nPGc-gp@|D@kSD-S*mW3Vd2uw~ z`vBr&$q)J<_i_T)hwDgCUfq<}2}b~zfRLwDLMSeADnu6CDZS7w8@EGiJIwJ^+4n{N zh{B|kJg&On^dxnKsd|hn!DcEu2^SoN{fSx`2=3i3k;O@jD2;(CJ5GYw#U4|JXGD>c zk%_9)CQ`e0%I3hRi%)_hav*gAl!06^81XX>ak{&-pM&s6;+{=dtK{fKgrYNQGIGc19{f26+~ zW~`7Wy7AjHDwQei3(gzr5O4Bk6BB6~F0~fJ__9vTfupjT^f=`qGL+wS)4`G|+=Ba8 zHk;$?PdZ#a*S4<5CUM%bqaGZkVRn} zIjTR}JPwTsjW5nh?3bQS+6LDN;o%67)KCTj1ewtsa}D)B4Z>rv*I5RzT_!(h(by8x zSt8lYLzb3(DV##NMG(LVYLEQy`q!#BY0TW$~ z-6Q8g;Y`ZGT8u4!l(@cFARaOEmLyD}L70LxASnmay`MhE`RFM*^TSbX?7V#68(P+Y#mz*y; z)#Ufn`GI6ZY%DPubeS(k=yABwf5>0v3t1ZDq6?coq(lkIqm>nhBAtus z9w$>E^R1XNP$T=-&YI#neM`#2c!0MBgoylDtvR%9X87<<+0&g#*-@>VgJ~W1hdIqqJ>f&$jkP%z6V5?N1##{`QOCCOxB8L38ktboX+eA6}t(f{FERQXP zotYNnRV-fgHF-a-A*MR?*8%Ou+37i*Ea6k2qra? zQ01{R>Gr{8@~aN)nV;>GB6ru3Q;Mf`8m})WceYD9RX)X&+*p=`%40Ua@0Ojo zw2-$|4M8brEqu%*+xv|(AADL9SNBvaTr^;HyCNT~(J1e%616db8Ni5a*T=$aOWBD+ z-W$UM#FG+s)OJ>ncdVE=woGtp5U}{h5ZBX|BtxIXlQ2zctb4(k*B1E+)oHXl$nK#` z*^Eulm-H5PI_2)JR|=rfUmI8f}jXBauXD%B3s1kEB!3UQkqYl)b?t(iCY+ zo06~vO~+Q7izIA(m(f2pTG2h@qY(wib-eOQQtTXieAZ0iS!Pz_^^M~wM;w)?Q3wm$ z5|*q`g^Wh>jS>mxCuwM78#cMn5C=DXDN2rspSPMaK0Om7y%=Ds^6^z^kInN`?R9R3 z@+84Y45rtNyld-Ul)`i~CF5jJYDY*?73(;o* zE1^pVuraHIDxqUa5L?vqqndJGU@i4>dlMBz{~BlSyB=6dl_8tIP zC>vd{J04WKSBsO#t>c*S;_;{I_Iyvm6lfqYq~NaMW|lYu;IjguNFB)R(}9xI+IUnw zMsGQ36rPJqwIgHim1^E*wQJdzw5Sb5Fr{1tVr1KSA{bsJ)(0#*v!QM6m3dqOSRBp{ z*H|<|C@-4vn$5{wjzEH@rscZ;<#pnJ^2)5F`a_#a)tA_I%4J`HW%f?rOwsH z7W{H!@O``3rgj9h0$kx!Ja`J!G0^=S%Dx`Ql)*EliJnHIgNxC8D^q}AcFN5{W1;ru zLN^d*43Cd$F?sxId@v6ohjc!O%V^Xk`Ofz+mt(*p?M>%U>fvB_3oqKtHT{xWPy9HU zrG=eETSX*-oPbfTgo*M1RCA@t!KBny(!3PpIY_qNtIODgM7RZpIP(o@6+R08tSF0Q zQR<6@2o`!De^|0$?0r&RIk?9B^hq_I^UO51)tXzAai^TT!LIfX@5Uk(Rg+RiV!{ws z2KOSK$WEJlp!kOjb1I&R9Li{rt17q0L_*`kZAAq9&5e@YFE6I^la1O32Wksr#pNj+ zkRI5FbqOQgvchMFs+4d3gW7rAH_3_^T1J-OK9e2%UVJp^n- zjz*cGs*v#WM%cRk5#>7W$Cu0;$V_X70wIOC@61?JyqucQAMJ!|98V39&TnfCm*`yC z-goI225V|9@^uAi*M<3%?j!*1Tvz855m*3s6>~lP3|e$n*`zs=HV0Z2g<7=8ZqBf} ziBEa%-jNL&wgc@zIA3Lug_3QtsW$e2H+uwmzf$tedN6xb9*8Uu`UW3N}LpFpWqvi^Bq&h5t^ z@x_qsuC>r`Nr=+xuys20(RG^-L@6D?S}Y9Rm{WDsdYbh3R41oAL|%O4_md|g>|x4K zbsO1f={k(Ejb0!#b|eTwc}bzFuo{OE9wr)K>`<;j{?UY~2t`k@dCSlnP6GQx8=R~V z+fXM^;6mI%-R!&>1>Um_UQ}Rbs#2g=l~Cmy3^zO|B%$(3*9_A55fNl0*AUK3z3?q# znq5{MRHL|20L7;Fa+TO*Ft=ujML|;6&g1GTA}7F2noPFHsfZI$JS(o~!yjdn*Eu;2 z&s(|C3l+ZMA5c#q11ZAsScZkPFiEM1YgFHlZ1QfhJLCzUE9;^z<5~@Z-;NelaS);B+v+!7cWBWtk5ZR-NTuNUmEYP(dmwRsb;$jF8Es@p!|akB7*L3a!{ew3Vhd5AQFV1@i+sn0 zv%eK_2)zmti;HohPPm8&*9wvlWc6V8k>w!c(mLfZQh-lR9XL_L%5_<)Y!MVGcDqur%L;!0k z->W#9*uxR(vNU;0#QV+%mSZysrtoS+2)kX}Px~Ue)h&%?b+{mdV1TT6(4I24P-#82 zFU+)TIwGMW`GQd?r0H`C_s=!^<`Ra^^=x`ZVcMXm;v9!1!;zOy#vALD&?)B$Yc)^J z&AnV73%A?l&!Euc%Z1CGUkHc5-{eDs+*&b4`eB+lq7nt~azD4P4<6@NbtM29m(Ysy z`_qz`hSe)1NvY5X(-ytMqcLiZ2W=)enK;f>9&Sl`7Pft9GOE97vQ9DHW`rP^rrnEf zD3yZv0R?}S(BnltxnfU!Gy=3WQ$7OKjZH&RcJ}E;rg7H^qf?|o>pjIu37Z5-O{$}Y zO1oE}fEifWD#n76Q}hNpHO8my9MBzc6jniA6WP$dOqF3UxL{}Xxj?6z|C z8Kx^3fK%8Yr;*hn`vYVep=Xanz5JTX(dyku>%oP zNe)TD^CORG61>O#eNLS(d)KPS4xf-6#8X<6X8wl1jBbw?4N2Zc9f+2iggk4>MTz67 zdzLvcZ~A;9YnU5sea#eJ8`b$q*xHe~%{siCy*V16*tjR&qh@qnZQB{v&r&?Q7+f`U>Qm^Z@H?uyaFgf5xmUQl37bz8dNc93ULq^Wj`0l)GGSqI4sKI zcLOa#Qt4G>iBfo!6XUqbe_->|?vn!-16gAXd8YU1Q8~_Pf$f1kvQVchQC}~GPlCO= zd9XC#&>NXmIkM&%;@VH2a>JQjxG&RaGLx6MlE-BAoh)*y+BUcxLRRT*gdSb%127{$ zRs^mpMy@c&zR@N;pHXteUqAn0wK3jEw>$Wq9WXoT0(>^aO$I1njz+17ni>Ai&(X@E zo`>3ho`6i(iO!EZU6m)SL}hAxif2om#l>?Nh=~%-g{Z3V`f{YBo_F z^s-rVJ210|o<=xVtaiz_rp3yCN0=AbSgQocwMJpYx467yAVAp)(CmBy8hHEGj3|gH z8qjOaksiNDMWL+Dkx6om5mTE7-86}dp_+_LLM1yxI?S>eldkGR$-$QL6kB<{SYYBi5C*w^Kt$ z^fPWyE~-7I)0sUox}`DE<0_o5Uj?>dYJc-`9!cm4vqZd5dOLX#C~Jt4e?}R9q0t1j zi^QSY%1_`X=jJZQw|L&jH|QBL3Q@=W0mM~HUWg@Trz@CEJDpjH&kN1&1kRqWQ*%eW zvq$8Tzo|h@81S+%9kQ^JE;cxS`q&abBTKr%%NzpVB$O(EZ%kxwmza32-3_20S9VLs z=!mJWEZS_@{`g@=%UX(G@Gdx(*)Tpt6MD%>fqIPF#qn}Um|DeHG6YKjBqJbb(x)&r zOKx705+-(+`$*z@6Pbh0_7L|1>4?d`-7!W%yJlF4IQuytCY6lJWXA=fSVcAipJ1(@ zJooWL$6R4i%#HV?)XuOW6$U!kx0wT}Wc$KZm$pdN2V8CKjJE%qOla`)@*0EP0ouS( zZ)+^>K5Y+!dYXFhK=QMlylwFArxLcd{?{0R4Z%<&aZ(Atn!qU|4P8wv1KRgYDlcz_ z3S`9@G|H&HDI+^`ER#c+z1r}Yr=JuLk?vI`<(mA4XrSp}`3C+B?#Xf;b_iAuP46YE z$U?JX{ubHu^0#!3sG*F>&r$4QJP(_PjlY-)Nx(w?wJjSaA&rigoJ*QqhMys!L2xS9 zGjusq;rRA9$X}@HKiTfg>b#~&!F_qGLO1Mz%(fD%>LyXroH|SX?x40FN1wTem2T}y zxuJH1^I>a%9o7E>JwU?0`a&uzMeRdy!lg0_J@Eix1qOZpmtH~7i&7iu&_Nh9U@1cpzUyF#$EP}SNKR^{=!p5HA$f18X%G*ZL!-#RbzLvGQ>ncb? z*xYyNwWQa7oq9d=4$Xj4U++LtCuD^siHa_h$?2M1iQtA!u6nYpSDYSGXS$Ihrc#Np zW}#+3g~JVR7Lo!XwVtt1DyrcGS8A#Tw6nB3`N>&NjFNLnNRT*DF{Kz6Oo?P3_9Gls zLIC+CB~SVSHcUcG#fc7xaiUphsV*Sq2dNMjZe<|u$d;d~(uZjst~wN$)TV-kq_$Tq z$4!OZN1cwA)>`84;h{H15dFs#Dt4Q@UcBPfLvJFAo!+D-#t@Xkz_|iIKh~*9&1$!xUL=++3)g7zw;-ia3k#Gm@`_p+Ab0u-Sq|Phz802kAxXCN zEL`y?y~Qr04=zyx8f&E?QbTynK(&$Jj2TAJ!VU*Hl7O_4o=RD#EAX)gXxkNMBUMz7 z>7y0Yadg^jB(V^BQhkA6cu;lmpj1#sh?8wmP9SM_4ljXW z@lqg%R4A5MlmZS+%OxXZG$_^LHWecflrCr^i3(&;QnzSHEfoDTJ=W($Az?L*283gt*UQP|2wQOS{#xR*I~Wk=BtnwUNXl(m?#QSs_j@3k_=OS|)>< zETyCtA|Q-xQh6B!Phg$pK)6^*jj+EXPQeBZIf!GRPM{dHmOTgYhlwQyE#(0rMJh&T za!5!k-UiPK-l1_c#I!2n?O^$#cgmfE*8CXZR(r}KFOammj+LP#XPa1o5l4RIiL=sV zfML1ltf*h_qEt-bf%tQRNSG*DNUNT{R?6}NsFdn}T;f4*A>zng9ayCV>V`Q_+5?Y4 zg1S>lc&4YH>B;pM_>BBy9%H*fQ0xsWNwg`#A%oA+sl(e&(>D%Sc?t9<^pAxJwBu$D zVG-LtvM8ydqb_nV&_4!j&?yzv6D6hj=xAt>ok1@lj<~1pQ4=0hElU|;3@DL|q^??L zLl}NZNgW+!mcdUc)!Q)CB#*PVyBpcSHPGjPJ&__edRYi!$udye(4H3OII(>lJ>|UY zG?6==^peAqwmNYZg1((oU>K<4QD!!zNT&)1Z>b+^u+T(Q8_5Ns_?dXr%~O!>F%&`d z5OoxczSPT;zP%!!;G!%@KgTPcBo;Oiz((5G$XYKIh@^^&-6ZY?2$XQ9iWugEi?gXc zec^ptwKVF89Hym zp-UbaNuAxXk)(}$38$ux8ZRb?lmA#k6^W`z;%aLD51$ZZn8?PEuZ6IB&XPuv3JSWz zWfeYzL;VDkO^}yF^+_S=sT^%IFo4!4aIx(I9y=lLH%Nx#7G}*cPCd9VKc-Fw-b?XL=S#1As&FM#&DvX8KcO) zm=8`#TD`)_&%?qL@gnSWDMCqA1TunH6WwuGlcXt4Qy}d5cq5??4-oE(qw0e^;`l(_ zxQ9=u`?(n_B}zdXNeLr?qt{aRRq7+#;4u%hRqHy_Q zG{9nB4WMqL^Q7J0ks$6?jD?^^rIu307%N2@pRBMwjnprv2?X&pKq7)N3OeX>Mm>Go zwp7sW3=WqF5sqlrv$JTAf8jR)qXM7Nc+exX{a_q4u%`ikJiNbzB4q z=ZVNkG?T{ZL=JK+9=gQ-i6ca(*G5>kxXH;K3zuAUiEToAS$JDWM}G*K=kT6&d!5WW z0#8Mi67#a2OQUF~@h>c$9c~yymg71@c*)6b&k8q3Iu01>Dp;vWXZ@i=;%{NnQ50j+ zMN;CMvyq~Ys)tEOmWw7GrNw&S+CelB3m2hMKOblz#dWKdBF9~bxnC%_qm-a);%TCe zuDest4;Uq?31c$QConyz-%8q!5pvd73EE>}q#1Wn<-zcL~PIDf_2|pd2NfuD}vr7Uv&Htgt*6`&OV7nox!K z>oknxwcwnEq)plaLqVL}VjVn(Jz^>CIhMMqCzigchly1LP`CVf#8T_=SOsN_bB`6> zVep$MC3XIpcDc3u$_VlH6|O3l(}z?f0*9)BAU7ECUJTfT!@o} zP^@q)oE!{^RXSY86^r^aJp!bb+sEiJ%Q)Ug=IOAfZXw8J3P@7d%~>gjU#6-;^8$$H zbwH@XV&Bs_{_>wM{W`hPD^?pO4;7kF9JjI5g*S|aP*Kl_vf&X+T}|(JjjcdwXmemJ z@iladwdd_>Z)Nwmz%ct|G;wLGqf|uijgynBmg6Xa5+{sY>nEQ0iJp2O>P-yBDMv$m zB;KRu8Aq**xj13RnKF0_4B?(VQ8K!dUqh3i?xhlEZ^lZ|56NAx!b3`@caKwqk|(q| zP9UlMDvvm_WsHwh)G0k5Bysg@(T9lMYhhZhl_1)Qg%@showqanEKKnSfQYF*P8d0M zp(1RFP)FB&1X?LqE5oT%qEdlr&{D54mYoyvIu?PXeKO;4ajBvRa!$cQSZ-9@a`elC+NhHVaRNVqax~A=_Z8uX5mX}NazY_4Zbu137bL9@Asr^SNv5 z4QkdN_}rCO4!RwZ@wrRiUTxL8DxbTs$^CWb2JyMG@2Bw5ZTZ~k3zn*i?&otSYzdef z*pSanT7AZAkT;*3&^+M#x^aB&(1>|6+_vz!%HIPT?`zHH$}@LK?qNE8r$lwA^oq~z z7E`5l_zym}Lo5F6i~M|UtGWAsmp;trhGaHaQ{W1p+o;Bu6G`3p+@KWQ@!b{p+}gD_ zD$;uMxz)Zuzq5tob1OXSJz8 z-}1SBTh*0TzuJ(oRv9iQ{P zl~29Wr}><(uM2e@Ih)VR3ZL_KclM{s_xPMw?YDJ2{gKbfJhJ6M za34PBNrfh+oEm)2!*h|FN}Ktdd;1xaxjdh9`@sE-9!2?_8)xUu7%-X7xtfy`Hm4My zlOBAje!(Vu&c)>JEeb#8bIyHm8C!7ypL1qTrFx^&`J7W7Gy(aa@;N7pefivHBcF4; zVE3W3XYo0F*@)*=T=<-$mAWwb=I}X(%dVZMs>A0TEIDSHdMlr^@6V-Cv0M0@J-2r~ z2w%(R?Ao<4YDZ~4XNSox;@KiTXWOyLnLg9_oUJY9Uh21t&)IzC)YYy>_?%7Mr+S{O z%;#)4JUr>2JABT1zfmcdV)>l436BbvDa7ZjDYEeU&c1xks=epNn!Wg(m4mLo@y^HR ztf=(kpQoevoMpLZW?!tr=PcdR@?OKke9n@-L#mIM#OEyf7_|Eww!^~F4@>&=<8$VJ z`n2~V)_30E@aD+{`J6ewy%PHHe9r9i{#(1|=W|jw^zFoi@j0_5c~#4P#^=oJQ+NN4 zuY695XRrDH1oAo4=QL*AF7Y|jikU7wJjLfs*;DA+`geTJ#!dtdHqh97{TXE zNMG(fdMKYWe#!54-=6R}Z7aC z!{_KWJ&l_%9K#y5FGb+^(QfE+7NAt6@?sX*$yN$jh`Nij`&%|<*RTze}`Z>Kn zpQAcnaYS$f3|lB#XW%%F+1F)g`H~n`DO;Dl#pgtC8vLeteGJ=eJ$E0+k@D;KA>9GP zl~v*sTVmKec~BAT$EZuA7eB9vVYleTA8ztFk+-j1IrANu>@`3hPL(~J*q;5ZGPyQaqge++f4huk@U zVVfu2r+Z^qtja?#9H;V!A3GGAj^R2t)#IHQ>K?r+is{SiE({%oI2rQp_qbv>K87s2 zxg!PZH>7QgF5%c-LtIN;eS!H8KGj6i3h^~KrCrAfLO5t%tBtiWl*NP$GGNGs{d+~h z=L~vm+;RR3hP%hB3y;Qdl&Wm!<`_0Pp!l7{=M4NlRi8Kk!^3x;uU(Jfh|}F(zQVA6 z;zc)XrvWe0${a=9517@qzZ%mS(Ei)vh;bMenB%cKkpjUV#j<^2nbAw9sz;O6m zS9p$Lw;MehWB>K9xU|qiOsC(chFQ;ZFg!Umbfg}`MVG5yz<%ndnbWe|SqvLqitXA0 zL(d}tg%QtvuVg=b8jRuMgNMfdgJER3W03(E2A>&q1jl1vKS^5cR(wvM?B{cy<9O_I zxo)pNV=&xUM7AXb!(p)%dLaJ$bn>rt5Bs@Kg+1H5;rQ|I= zFg~8o>9&8+mD?x>yLCS--G(^rdb4!a>{LTDL$}NVuXTE>0SBZmlGiG;>QOexl|8}tE-#**cui6GD3zc=bwn+xlO4aE;{Mr`STj+p7eY+kU z9GabdBbI@bYn8HkEGNS_txNT~Wp;)H&nN4@ z{`P}e(=G>&SzQyxMrQj@8kYnqrU!kF?pMIvwO3yEpAZMhOFA1j4C(efs4-TpwHiWQ$#HFn&_Vn^6HJV7fAP;pSB*VSCt& z4?p%^gaajiKkIz`B|IM7wqMQjzHsS`ZidNI31@Pi9O;{M8OBcF%lUOog+uvVOFXU7 z0+!vscYR&GNpL&)(YALEEw;sZwn*$dO@hT6K>!)hp zyqX3t-}rqkKm7u%zFDYN+@+^*{Po%^0r|aQ!^vuImv65OPewj3w7*|l*nIuR=z3LZ z!-m7vi@YkkA2zh#x4`>&46Jyko3rtIZHO;BCw$L@J8-+7vCYX?2_$`tuF)>K zbt|-gJv?eR`RkWgzhS=n+@Gd~!{D$oxzjH1m#}l;n34CoNg*TT^wr6uCcuiS=b{p( zm4M88e$QJ6zJ!#R*V9YJ4uD1FY7RLvbp=ehS0u}bVX}A6QHRfFz>?z8E$Nk@cC_v;;_7N^2sAz_rbm`+_8CO9>MtDRmznZ zvkyj3*_U3X+e%2^dhPRrc3)tu`cRt-It9!bKB`IU@AF{!yqM*U425BJ)rHe*mpTG> zzXu+AbFBlcn_!wV^xhyCH*(v|UT2js?qjv44d&f}aUIQtB}MAP!~@+*-{&&m`MtXt zo^9oD>;9=TpSJygjH8Cx0RvvZjCJ{{-if;chjV*Rijr@DL)C}0n0+%2uKwGkNM^DR zY)TlgvB$a?NL}*2YR;6c5L@@woNbkl!0S5wDoHC{gjLViULKkI7*eNQQM6h33ER2D z$nBrBa44W&vB0%6V8YA5EpOV#z||bD(2djjzzr_xpCUv3AYF3JHE7;`I6c<2^y!*S zVN#=}@!ga^Aa(oOACcdS!`#+y{J(!~1WSs1+_Gm=04(a!@t^H+e_-Okjr-DTO@yrP z2QT-D3x(M&2CsSkG8I%yzjeyEwy$AAQsRKSFY-hDp24!wqpw4%^qzOj##u1*`k{>X zMcc#9NxioB-#!#hH9xe-*mxb>owf3E^yIOybZ=-kCM*M1L~d^UG43RsP)$9>q&9*{ zS1UDsy?!suitOE>W|9KV7x7!Z`OH4pS-j!RA>3rx^QZ2%lz*x~T)(K|O@_;0b+%y! zqnilR4i@r1!48MxQG1y>lDqJl-D>(XX(KEvu;5kk=_lc7v*8V^4)cXOty8ak-dY%D zRd}*$0OI%P_)+rBx@WLA>G9@?9<||oz|QN90xrUpr7Fb}&#v&wojY4$P&jPc8P(+C zr*xR>cAD4rUjsYTW!AmxWrEdd-(K7cUIOR#G;cWT)GgRGJ6IZDY97o;Y=7cyt4}cJ zWv??|dUb%wX~j=j?RY2Z5VJyT>b2<3p^&7|-QhW1+Dh1$7<79KxU=5sVcA)q_a|7Y_ zjM3-Zv<%Ez@#}u&bt%CAi2Ukxdlf87zMIeM+e&zoF=F)Ni8EmPu3EBMZ8PC@=O;f0 zk2nJNb$+RH{FcCltsa}p1}#?uIV%KQ`CkF12%b)&}J)3<{g zpQblC=QbNIwS9Zw_zW#v8nAm-F>?g0Su)0Tb#NfOa?KyLwOSA)mAh9dr}-JU*yQZK zWJV7+L#`HW7PAb_8au7or@RNp-cMjp1ipr}op)MZ;*%lmANk3L*@I!n_{L|OukQ>m z53f%g@p}#2zuxZJ;&?S2>~rPE&ivotc&*}0vyuZKUDvOs=3HHvGi~kMRiTC9PTzo_{p=Um`MG|ZCwKD0jmsaaJXE^F z&8lDPUt`L_#RV?WzdB8WZ7Hc^cbxZvt$ikE)h*ZswihlDuqnA1n2T*L=Tq@C?ANU8 zslHPH9(VbDsIlG~p4{3oX?$8o*w%i=qcuNULq`1q#oOlp1ShJ*O>g=M;L6%o7r(T6 z30v}~t_{uK2=+&nIkUg{b$IMiw(Xr(MmT?J##HI*{qQ*K>ww)+!{E8!mBX`^lmqju zeKE`LxxuT4gC6y&V}e<=3syhjej9fB?P{7hFc;P;KT2nm353OMhV<$%suQd&spwGk z{SH`i{$`(=zuUpOR71p`fFrPI>aSKqYL|!13gCVI*ef{oPe)%~)fyfaNzeV_u7lkd zzC?8kZ3Wv?FW0R-CjLSN^-r+je$RiD*Yt4lf=5oooSJZI7_+iiAy0VJ{_0b&gU#T<(RJHO@|p0i zLmT%JrAxz(+x-StSj)hY;eJ64CU`*h<;NAy?HmO=BTefzfBOt)FC{+UeV)OE&^bR= zF8Bo5iSN%AOiPE+^0E!0_BTSk#MCfXHv>|-{o0YgRts40&#+d5)0)G$de_Un4wJyn zCC@tEep(M6t@SH8sYDT&I`>OZkAW1co(F(bnD~|NQ{a2UCfUmjbBcK?B7YH=2iR+JCi5(i(mO2lKw39tz7#!4F7dAw8Z8_c(}31sKUzw z;o;SFg;clvVBMsI<3XjBaQ*Jp+yetU!GcWb;gCPrKSic37%Qs|w+3FmJYKyTvKAF6 zJaBPwcs#!LrKV>d!i)S}I^+z~z_Uq_r$6ne0E>#&Z8A+43@=Mv@V~la8SEY5mr|r* z0AwU~9C0tm1dmT0s*zSCKg3Rd*6jA3^Dz2Uc#U-rUck<@ohu3*p9;g%-Y;Q`{e}(y z6mR%#&Lvn>CIMDA+6NDh9Mg;{z7?h~Six&+w}3-4MF3e~ z#=)Fbk5BY_&=Br!89E}OY8uF=POQ%qYYQ9Y$2OjK9SmWmPH}Gveg~7JSixIaC1H(^{KAs0p+npH8;{~=8I_x_uMPZvSrw0mz8eb2(W zfd222+q{6gp52ySO2GE|pvZ~Zd>LjoTB~R=w+~$Ccw_$r-$F3b&);+@+Xdn#WkwG< ze+@4E*r@o|wKEK>^R;=+uL&^Lm{a&e{|%tuR(p7hGb+f6{pVM0wI|G4I4kOK!N)K^ z&aFnf6-n@p`@C|`Mx4J#-z|~4;5ulhgk4&aSP0_E8OMIySOqT4kKOz=-%eOsyQI&> zCxhXR>fO%zIoK~v-tP=}_Z^OIE7MsLT@FtFY_jUpvup5dQGd?g%Lkr(uC}FFwMmfZ zapKgnghfiZ2qYz;< z?_Z2N1F7A5ZkDE;hL};`mZZ&E4i87p`TnKrM~Iw}c2<&l6-FFd*Z+8c76v@~{XP_&v>|4a^?J)Y`>&S1YXGZP5S0eC64s5M>Qv8;rt&eFUaz5S1moh6r^faEqVK9CiahfTT`N8I6A*s*9%zoeWFel6X;7Ctb zxZ804tP`VlLi)5r8PBEtVE1RP_B`(yu*D-fW8i@)u<2CP(rs7s!_-E*%Y3T30-lCX zSgKyK4d#~GJ}73%bV$AB_GrkJ8?d6zr+G7D%38etbT2ZwBaUyx!qGHw?zM zTW5GQJqFG`yKd~{cN8}NNx5}kNf0btyR>ZCso!B<*D&*`m@jao!tHt&?+gXw?$-y( z4QUB4;)c7gesKn}+cj$ZEOHgBI(L3{!_sBpR<)U}D|P$<^Sug}thGZ1^F5V!*Jba3 zbr%N?k*@6l2UkYc&My84UQ8eQW5lM4upl5J#qfI(WLjn9}xH@aEAqVcCiWS&zK?f>M61-O#khFur8JXM>6jf$1qH!dBLu z3oE%XqjJJtzyhze-0&(rVa30VhF9{R0`px;pKd;;D{S=M(6a^VsoNXpAJRSO7Nmw3 zX3AA~2FL2M9kVO=z{#r5-nQ%B8ZKX`D&Ls>2G(4D%5GaR0=Btr?U;V=J*rwU;bWZcbIvnK)R={7tG10>A3jyDwr^*__0};lOS#1sO_02 z`oi*NM+05!yTXP0k1NcddJpCgJC#{6c{&_@>v7Se=K;9(-aJEpXc{Cp`aQl-$vH6h z_|J^|A8Nq9)832IGvx5H+1p>ukH*1j&l$xE{mF)@XGYZc(Ig0Fg%>?J(f<@o7|)#> zc&7~{{GM>$dtp;Zz1r!QOWPAL<%Rshg=GgI+t=;ogP;RoSm*KY#-EE}*}uja76eVs1V zH&=q2bFW=tnjV8$@&CSAwF4kwOKyQiUNX2kQeC>)ZzC++GP0K!mjYW)4LthlK@jX- z7r68DiSjV3a=R{jn{|d~cTO*DTucgU%H@u4-eW!N_*4AZgC3D!95%7&Hk{Yzv}o7# z^@p8sX2lM#hOy&ew66QZ&P}E8;?49yeurMbib9J!c4(=F{o_*0-)`><y!)IBoNnO>+#O77s2CKi@&eoq9N{OuP14x0%6>&{IB~K?Fb{v z9=UsY2I_T>-oI-z^$pBlb-U-VkSj2**X7|SrZt0$Yi><>b}>Kf<#!E8Z0QPy*J(M& z#|FdL1_yt1e;f{v>y|0f>eB&8{`2suH0C+HabFjHZ+rk82^#sP$h`cpvEaP7-M$9G zRG&X?i<`HAP1APH9r~;!q^Fd+^R8VWj1I0gbJDuiaI*^&U#`Jqm^7p3bor>dus!fu z-`?Y{!^vQm3Aj)u|B0|`e<00 z)#YgLq}Onv_18~J?pB65_s*|yoxTLp2O9s3U;P!b%3fJ{VpU;S(Mj@okMC&MurH)U zz%ehFQ=vtV6+`xcp||(hpH)u7QE3;i3S&~hSZ&QLu3HWyFREL;{JO!ge&lA)HtRL8 z@ZWAr@1MK^`*>r=LE6%=>agpIIj3g8qQSMjetcdJvmf~_{!wZ)ELifWPqBBu;p)A& z>Ujfyz|4Ga7QOLk2FSd3+RC z4=yxrc=B`W`*5u3?n_z}lS6_X=B^Eh6wo@l^tZYPD;FCPZ`j$8$X zHEx>@)jkBfQ`b)_Y6h6}b$ralrA=UF_XS!1bTvcL;CxN4tS$+g+P&($ZtP7+?$F_y z%dAr{e@E+%gSz>{xoVs1ZvXTZ)^}MmM1k$Hvf7TXJ^Q?Zv0B%sJEks!3F!-`o(Kz>*3`oD~iICX1_;#sIe1fWc2PfbH;dh{cqhSsjG5e-j{~G z`hM_+Yh(L*1vOp`dva_3eB0*}>@QvO^F8-rVCuMP%GjzLob~C|sNCQ^Fk|H<`8iEH zc-dz5%fRnDA$e8l?Xl)!A{aFPI7~Tva`~4#W-`H}1U0M@U*x%1cwH70y>n zmVY`o77o@wnY_By5?C_i`P2bJqv3J?Zkx+@z6)a~-OTlvG#jo@9(Q=?ttMdFe)Z_; znwMeTjI-|=%zX**>kf9VtkA)j+^Q>kU&H5peuVNP-oUt4rdHW*ZlFB2Dq=y(Gl>6m z;oz_<9bx>g$>wd|t6_A7wx4}ZSA~>-Yi=7$u7CcuJ><(Ho2NBLVw_WP5p9E^}ij{e*EK1_T3A^Xpxi?C#9 zjlRjJmjGhpAM-Ng?DZ-k_3;}ow7FNb*>_@b{%pNAzy)-UP8`NESD8D$zx z!Tw*c_~h(&z2Mp8*q_E-gCTuwol!M|4#Dlf!^ssNjECt@13juI4TZFrHm0`MX2FfI z+fLj*6AKTgH*LH5lRsq4JMJ@L=4;sAzIm6QCA-18(hssGOe_dlIR)Bi|G5g6wsn-4 zxuNi4P>&jJ%lpBGF`G*+xpNL~4AcCpedZ2X*Y_{`=3NACwrR93IcOO?c5Cyw&@NBN z8rN;ziv!DGjr)@>JI`)|%cJJH#vOhDr<$sASFX~)?D&$^e2ON+qz~S{Ue#;B(?=l@ zQGM#c{XN?AZ0b5l^G=GXTqXdn+=LFFw_S(l;YEfv4&Dyw&1O~P&2BI%Xm5J|T0dd? z9mU9d+b_cS{*iySF*&e8_9p3&Y8tHTGx{*M?F}64@wMrMCKKS$ajzO9RNW!7`0Bz} zjm2QkJarG37U3{^`hxve$4U5^+j>L z9vIYbR7;p#v{2i6{C8Mxu6nO%fGZeF7L6EvW&upzsGGW@?@PFU+O=`90B^Wc`_}Uc zKjPq3g*B6>>+8ackHLMi_cwq=cSfwARpcN{D|~0c)G8|2JooLdqX7dU6&h81=N}8( zTYcl||9%4(Quk@PZn_2!LL*$#{XWC9DklfEoY)yo6-75n6ar^ zi1aiZI#99sr<@ZoC%u0@*I`mvUUKucf;+dv^1?lKxfpi9;&uavUMx}+cCWcqJN?35 znAIdAv%@3QLv|m@s(Eq+JQ>x=SSdL_EG@QX$%jY#VfTnu2YxOv!ll<(@`YVsfoIuy zfn8R^vxU=U_P&z>=@WXrSzDpltGWb^SWiVTHe2z8a&-z{tnlzLy!34i8^fxVJgr4&2;2w_ixW zZ-~qJC-l1d8ceTPJ7)0KAecWT-z(ka+pw}p*w*0}FGFPQbv^d?OvHKM{WIOls<8V0 zx>Ft6^@d@!VRqXxUtzoX-}|2Fad0H^%Y%$Nf8grQPk)a5z6le41Qf4bc`zg_dNun% zh8AX3@ne^FjDV37`&4>=Vjd(xZ8{|7L9 zs{f$3#}Z)0t{uI$E5AVY(d31P&;0|Bc>SM&v9lm?{Gq)EWucI`Jxkg=dKvU^_ief> z=qfx}x#LDm$(Hag`r3z(8f9Tj$1lT9?Hms8v@R9fe|Z7AjSIe4-EjvZ((7HVJF6a; zUW{7vsGtUv9{Pb3)pa5J=bRgdR&IfmX|qDc!#8-^pm>Y*tBb&Z__l$QOH76+?Z1uc zj6DgX{D#k&weullzX{5`FWU#aw|~joMI&K+rf=x3QF~y)$dw&>t?LPQw|qaQ9r*`R zFZlImwq?NhS^0{2ZR`Mg*Ih~d$}NIpeJ6%VJf6br!u|GncJ_h^J;KXv+dTj#CC%7T zq*5k~`z;<} z?`eGciq()kr(EmcnV(=y^K!9XSyIS8QoKZukk+s?ciw1K|Hbg;+O~{7uh+xQ;V$D# z=bnN$W8c>cEE@vLuMF%|{mOk9@vYCo)W9%DPen`Rq3-EsAT*rf|DO@3Du zx(q+_@n;~)m%=0F^)KKKU0XJv_O0GM7jbYLt4wzB_vy(n&t>_j)sL>i7-dVdp+jq!mF(i# zYfeRY`F#GGgUj2(RqdAD9WVJo_Vv_9yT`VN?2koXhwSHZLS8m~L&!$a= zh}`3QG{HmR%=Z1t_;s<6m>s;N-zpB`2gkPEU%MoXD*>1LOqmbHsSA7mRIh>;N7v4l zRc`_P`fLq&dfyL*oPQ>JeYhiSJxV@$~*!ydUiaP z*{>ex4)lzDYZwYy=Yo7bNM?az|F{`3i@QP6_n6M+k1i1X=vB9~ZPH+*_VtpGZ}s6q zQTJ@^Jr-tsZL)V^zCjS%vP5sUZBs!r<#(;v{vTlUPYCYC-GSID`KBNK69q}KA_d!Y zzYn8tm+w|~%MrM?D`w*n*Tyhr^Xp+-svm{;sr8q+HSvaoNuw4H{O2g7#F~m``MrS5 zxkK|ctJD(4xISoHXxS`y7dObwzo-_HC;Z9iUp)Y_2d>z=Wz#ZPmRq!6!O?|5adb>* zo7c@?7@X1ip6d+#xSd761jXQYSzAtjE&%U>xBGtk7z-2jlwK6JdJq`)yDVE)c^^Ez zGX8o>s}vZ0>%xcGv+sc7K&6>GE_Z@yyJnWX@ht@2CEY79wbOTaUQWJr%C8;pP93W5 z)2}9kz8pEO`0Y>dF5#?u+59mOF}qLqzG<;Ae`&|gCxiW9=A(`c$40e=u*3r$4>2sf z1AXSLo2c)bF7TJj&&G1qDcop`8rH^6o)9|w89XaK`k4O29$fcE%>1)pBs?w|vu}P( zbC{5Qu*7hW`|zq+bnUg!9U`mTo%@mf193B_bUHn99*n6UxG<^pM7Te)>9oGy?lALM zfy!;KmWFrT7`LyFOF&W=ANQ10f58cc%eeUMv zn<>*_%(}w`4#qBm$@9<0Cq#FHl&HgV*P?!!eYZ%*SIlWh&EGMFzkeQ*?)7^+uGv+X zx%OH2M~|<=qg-9vHpV?LvwgLjRSv9#nFrcmskE&&Eci3Q{6TdTHr_ii@zbU%Fgjnx zY3;xPFk*SB#V&@0pie3Pk;@+hleWE19~-$rHErzxh22Cf}FnG7=U+%8ST7kv*2e0e+iTEScPT{D$lrFuGJi&i>E=UreTEbBF|S?@1u7<%(C^ZJD^ z%xe8R<)!CHh`(Q{OZ7<);MLM8hv!V#17j7>f?ofr3E8V>KByQS1GA=g>DftM3LeLG zcNsW86~>j$TK&518i>vpX7 zFz$o*`~Eq5An8xU@%^b&V06@mIcb-}V8iyS?7Hg1;gJ8qZj;)4f@yC8FZ3?|1q=zT z2WQ>b4cn_u>wlq1Rd`aeP~nEd`a|0AkHxRHON4t}$HDVWwcth3RF^ZQe!%jeYo_W$ zkHOa6Zq*NNybq^(p6>d6U_sEWbZZbjc{#jX>r&ODAPX70V-+iRCqTl^dy!sq|G)}q z_MAie>p{lyF{4|IH^8Bn-Z4w>_JE|lCFcL&aeR%cI&$aKa0&Xwxem~y#8f;ruI=M&PHINnlU~^`-+3;f4)X7u4&q7kg z0$Zh%_Q2Nce&^P0Z3nZbE}t;-Lo!V1*Ty|4vCS@5K4ro5?rA_-*;N?vxcEGM#(B7Wb>*ueKlX$E z+drLFUn~mg!`(ORNxuMVv*x^L_--|53a5 z1i$hyTD7az6H^7aQGa-^>F;~NO|QlIYDJHPi49{KzFjd8Zsi{l=@T^!9(S2=CFX<= z#2?t$=k~)5u+FF4?`Qoc!i1A?#~*65V4=Q}&%HnMaee%(#HIP;VC6qQyG1O04R52W zELOV>fq55)Up!sF2y+V>yK2KP!iD+Db7k7>ggL9#FSl|n!RS%=dGPZj82QJ4&(cH1 zV27Jui*-%P!LVJs(h7{42|Lt_`6IUm!osIV4?H^Z6n0lRTCdZI;;<=ltTttTA}kE6 zzcSoyHBA1LeSFKVICwiYG4tLmDJ(9VnVawXCV0Fn_to~|^Woi$mX|&h(ZId0Ub6=3 za2|{=yZX-kWO!H1{m$Bd+Q2Qim0EE1V3>Bk`yTZVtoPaDEfkUdusmOd{^ja+ggXll zcXO$62&Ve=+>l#&K3pxeFMnrkUl_UjefFI`*C3nm`d9Wk6GqPe(y-UYmtaauyWS`5 zJ4|s|xoXv06C}S1$``ZXDXhKFrPJ#3ci~2}J;BMPy%Z+z%^5nPcR zv+Fu9)W7H4oRn|=rl)YcSHDgXmt7$%uH@>NABEw{r{8U_ylM+OSGX1VW$ppb?~gb> z->W*Pl9PJ{HL3zH3!EFzRNV*DB6}6TdpREVto?WECZ;RAlYBFU-_C+jooe3x_xeeA z7dx(I!1^yRw2r#!+-v{feD$;Q(Iu}@Z|?NDw=oxP#JJ5p65&11GM>FgtNf{SlD;dg{Hi9QL12kxt9qSAwbDcNgCcxK53`)Uo_2fobM`M-S-ga)(#&kweadglx0Nqp$J8%5 zM@L?TxiQ|cOZ;2H%%8@fF}a^*WJgy zUV^i2UdB(&?Ffl?W;DCE-UniDtjfJ3odq{{U;iAw#2;>~FI?r~n8k2$!HBEZy>NYd z{$|R)79U|>-N8>Tbj*Z{N3R>3Jn#bJXx=~k%{kaGXls?|E)QU&+>j8sD?h9*{Ck!E zPajy^t@8fv9rwYC&1o$ze%cCm-AA{YesCzPO`p87Z;@)i8;vD$ah)^wPySom+h)M) zhA(m}rS^nzFFf{^7~K>yrv4NAZs;0#QF5im|Aaea9(Yjn7U*Q`xo^EKCI>| z)xuw(IMnriv*S51slWwU?8rHA>ge$j-5c$Mn?K*TNbKDW=Rc1gb3509)vbQqRjrW2 ztB{(Rsj{swM$vQV&zStMyY`Bhz~*Muo7+|VIA|6;uU=-L?=}rQXgldt*L=%iLBm)5 zE`GlcQzm}?^Uv~JxZd<>0-n5LI^D@w2lF*IdjvEt2s6JO$jKV#0a;yhw|0z5f&HbW ziSbR>!s}|4I!0Yt0NbvtSu#E$1a?+GGt%(;65K5II@)7uZP@Is(e}?53n$yYT0VW{ z2S|VORauBU?0 z?+K&RD<64TKL|#>|NOXRS}8~_pEhrHW*XMhv&0CQ;CCY(RqD}BIQ%kPa((bAcqyMY zD0y%bn0vh3SHB{4;MKG3-nAawu=;4b3O?FC!r3p3mlu4riO;piMEH2t_mm>r6CPA7 zGoqek6J!Oqn0IZs9^RJU_om|_Tr;>H%`a<}%)5`2Gwu5P15bZG>;GK8&it*svREL?0tKn%>ybtVx?4JIO+g*AE&yRKgJXxE~GgEI> z9yTN^g!PLU{&wkM-Xm1MIBEWMp4nt*H}Xg+-Zwh)aq^SnN6fxD+iD3|S@ z&$B1}3)h>s(VUZ$oRC%aG(34+IXC9yBDi_6MYT^mKEn54-F;bwB5-b8$r4_EW#F}9 zL-5fj_u$^mUr(Fwe*+II8kB$7c=Pd3fl~+eEe|h`J?zl6+C+G9BQmO9WIQ}+_UXi& z>HXkUTjQa(>pSu8{a$zO?>-z}-pEvb&Xk!y&piJ;qeCh9_Mp%7BUc*3%c6z5{Ms=C z9xnWT;3f55C{^XHtdm7-~^eQbIoDUE2OzojB zS3VtHeXQ7g>X}XOE_K(va&!H8$*&_zo^%)%;#xAdM$^X+LVU)y_m3Vu(R?cIh+%dB z8^UB==>4SlFUT5tw(@${o$$haQS$x0?cveH7Ht=-jf7{a>R;Y>-W=jSG6OQ?Qn=6E z`SK(_6`obzKI(pf66S4*X#?}SbO~XfL5HhvnTzS zM?Kzi@i5<|%@X;7!%Po{?2R`c+nTm%W2BldP%^=AYTiQL|9+hT4aOFSYi_@%-&oKM z9!`I-@ba8)=G?m-YA*ep2(O8clV-xdxt2YhCui`Tg)R^-sCg%X`9)GGj_j|5P@_v-+G( z{pE{zw{xbxAB(JjONBI3-g}%hKV9&}v(Y*)^Jmw?*L$v#!M)NhgS<+zxOV8bPFKDk zm?wFSF<0&nXH03o>X)g<`%ZiCbfQ->{Fu0HeUA~l(acJ|;hu?VrX@}LRJ3589|(f7lf-^V{|Rcwc>g)ciH<&9Qv%tAx0R^zId#uPLO@dH%H1 z1-1G2>fSrX)`&n zM~AMfx5Aq;bxS^tEdh7o)bi8|W#QSM*p5$D^o3`O?)34x@RWCz&)#~sizLLiIloYv zzqa|$=3ah9>Ye1JT}vrDhrTp_9(8D0-H2qk6g8)__Qx#Vbz7%f17}T!D~og9HQzCx z_X;^Uq9QxUyeqXpxhpFdnXgQ|5aX3`miKQk)-Q2#ad=$5!TkEUz4!v_C0CYrN`#er zf1Z*uMd3ljqsZ;|%koT(S9ki%_z91exR+f#sR{3~Nk02WwZptiE&0`tXP)u?{>@xG ze-GuQ-^|*+MZUl-_1ZrNP2ECVf{Sf#T4*EO{JMJct0e(^zOKJtKhfQQ^p*F$_6%6e z`@6=!?_XjwU+`-e)lB6ezJMX%#)gP`yubO~tFKSpAZ=`7xx*f3`Fz8p&i7dS5iay; z-8*Yb5^S$>ZfnxA@9@Ld_4li%<`B0vtvo(<+YTA!d-n_8S`z2}Ay3ZjsTSg1xp$%U zS{=M77ue=Q{n7AfZO1j64Bn8{H0@jVS~Fz*KDPZv_x9#bnej}sCQTsYPebn8FrH^` z<{y8RtqBiRFywLHy5`%Pvp=l($%imq3i?7vsrmD{^xXq%cZHw+QE#tz&wyXSbq+ll zt>p7P@7OixO(*luLQndSsJYI3UCPD84*CK=w`T5r`Pl@Yrlf{cdVVCtJ-+_qqzXmh z{fd)=x|N*@XK#N?J5{Zd`DpmMFYlSx@UX0^(wB-2VYb_*rK5c&ns>LjzN=F0C+6$J zy+`cwI}7W#hRKFJ$TdHgP0bt>oNj*qJnZt2^Ha?q4os@L??GSQzsJBX=ZBw!*9FVJ zXgIZm`Du9ODD~Fe<}Ym0=(dFi^1f3NbD!q>&HE*^I9YpI6?oI-#HmpwhMTh=cK>#N ze0O+udvWpOS7h+mr$NBkgCpVdntgjOZafa}lIw4J{U!iDFW}52k}HL<7l*F$@w^0Y zOjBnqKhZjb8(8-1sOF_$@1++*?%tUN-)@C|xe%sjz5O=Oe`}O5k!H0kPZH(Pq!~AT;_+tgj=EBbt9y6MH zwS)IB3y<6uS}MeC|K-zd8jUh%6x-Q3E5AC#t-9*BSLcfGxmc&KeU~ocJzw1BDjwj> zcV0jAx;LVL`S<9VmwjG^!ad`R_}@3<;m=f6pBrN{A)~+;?WkAv;4t^PD!XYm>J<gI=k;`}0bNt4Et+wQ4~@*(Q!;RF5P9=Fo%*8V>sEc{ttuho$d zW_aXn<(yo|+W%njkcnkOT;G;XyZ(9$eBWjMT?$IUyMO_v$>9y*&Cbj=ZLVH7f4Nyf zveI=dd>noz!lx6!kI+-*irh~4Frdw{;*XZVlcfm>7jA5VkFn87+OGxSXN$5BcB`>D zXV3Q(<+H>PHd@hlW5;E@TUfoWJAe2>dbhhT-rtCUGwq(6imkXA;x~8xf*Oa%hZJfz zz5d26iV&A#Gc`6PhP$2T z8J|I?dh~zFdvD*eMe(2?pTAJz^9~1f=I^V*&(`VpF2rTE;bffrE$?S8F?4?mH80(f zI`dqFm-$$=LR$~DIBCv&`SoI@BF{p+N}G;O^jieqWA-kIdT{`<=PC!)@xnDz=WCZt zS2mf?ejQMK-sznou9*)q-_9-$t3Pb}@ru`kwvB1 z^oEkXFJ29V%$WzL4(ipwe0qBIQw^U#gIhDA$H@Xl!wo~g8}7>m#L3>W+@%xd0}rcD zH)mz>EVE;T$8L|1g58UcII$%)#O3JdRju|E4DlapNX;5(3}L?R`W;zhSO`~b>;1kV zTnJOGqSp0958k`@j?w)lMud1>Up>08`2~DU7`&;&M|XI;DDKOdV#`Cg?Tv@mRx@yP z(VH;~&Ypy0Q;aj~=PZQ-|E&I%a`-*0YCCjx+MPb;>yOy;b6rNj=pCcB)y%vKKi~B& z8MCvp`Ezva;=paK;cLc>eMhG5FsHOxQ@wh-4!rN=^ucja*Ujl?G<9c;j4)p~$A?^Fk<4x`XQbH7mEeW=6J@CFmmtM79mXA z9QR)Z$M6LYC%vjLe~9_@mDZnq83MT{(2eu?FVbS7J)G z`>F~l*yyp(>mUza`bhP%cXN&TPp9dDsl&`XGjrRBgDb1@ex{Wzwx@cA6liiJdS1qj zkooe&*wmze@WV2EfN!e$rdlHifv)dAX^B`ArCy>NaQ7xM#COu0eX%B;)&w z=Rykpd+tG-O0Prw?@D4~E^G>M8RlzT-Y^5+ME*|LaykvSq+cEu-klQV2j_f zxId7^O?WxXeVX~Qo0rCKU3`ekLiQS%)QyJFmR9D~gKx;lnE6s8Qug&M!@FPMj0*}>=G{_b44oBC&DZwqE?j@0!hB-ZjS>qC zk9qHM*ER<9S_VJNm2!90IAlKma&3G&w|2a=Y4auBw4aNk1cnmZsC1m+iWf0NN@iBt=S~6>&@Zi`2r>HH15T_7ugzpW-7qfRS8up z{9WMXv9@>S^U#h+7ht!PyX*kt#P>T6;?YM0z_kBYA z%VykuUfu+^;KAvfI!QdU_i2ftf=$f7)r{*q!+4La<$GP+a>%^7*uwjDGD?~6g;j6( z>ry!H(QItz9(7uW>6V>ZuTR(T#w52M+OWS6tqBjBaY)ygX{uwmPTaQ`?$DH$IvI z=YHsoWuADzmEEoR3AbiJZm$L<%E;#P?DF^(buW)LXB}CQ)_-82`TM$O1M2Vi%KNN~ znQ}5^ObA=&29qoQ*L>?`C7-qpx0$nwq;@sdZU^Vq7QR+^+#KHfr7H4lyEW$bnd#GY zlPNTI2nhH!Bx$-yfKe7I?3enTekMm1ostza)r_Nn}SHHztKA+TU z_x#%vdFDu`?o+0gg7jPWT67Pc13z3Jby+g3Oo+#OsB!R|BE&C!zkB@XFCj&rwUgg} zbt0r-$F6I$)7rrOs@GfYytgI9Bf4Wy<#Pe>qC=Nob(-~ovzc6}V!wE}TB*hqN#f3s z0+VZ0%q&!zciTEYbKs6W@ap}GL3g5unh(`%y|YpDO~`yVWKfMv4P5!wX4lp~DoC$b zprmrN9DWomJY7|2I=t=Kp5GR9G$eo6uH~~T)iHnYpOfZeTw(q_`^{own;LNZB)c~z z^_Tg#rk_hYuUY2Iox@tSxa18t>a-}zWj+pZ8T`Ap%j%!7b5@;Wo{i=3c3Z)fpW79I z@0U$J{re4qpSc^?JiR-N_Z~RXP-J+ZIlX7MvCpo(Gw+ypWzN=Si_O0~hXmcbrG+ym z?$_A;wE{frH(z17;LE8YK7-vO zcX=P>{mLAiyJ${4{CrmbLy>(OLwp834Ej;}Pl&&Fsg+E63S@MOY5lWF2l&~bgyH8E z)_k{4;eXg#$KmxdY4K4Tyy3_F74^I9tZ2TL(&WRmU31|6+@O{rk6hvXn&gPSF~!X< z8t1!ndB(mFZb$f=tp!%|`K7t#XTRtbQegan_TSodhdBdM8p=vs=DF*wWMgX6^Zg(R4ssgx4_hEY=oQ=RbAxNmgCBkx^{=4h^@~#Y zkzJ$t#kXsDANkyZvQ-mdPmcu?2dB?~lO;Ee%sAo6y9AYVJCyVV?(E1O_1h)C`OB1D zhF!S6-g#)*t1ZWShqz9=mESvaI-mdFkk@Ti&Vw7ZP0jNaj^qou4Xm+b0OIP_yKaqV zq{EYS>jtNd>Qw!6mnylnpXA#(m^cTe8EX4%eP0xH6dF?V!J-Y@0z5BoQ{+P&ZA z%u^3bmK@Ocw1e&2$JyL}5y^xVMvDg5usmvn%~Ns*BxQ}NQNgFH6()rV=9qeWMh1>;N6YFbl4&>$%$$3u zp+V+=gvR&rAsxJ6Eis*|$^8JzB~0lWn1_L3*>x9UQ8nayqv%%^EDYu}jqWLzoQ33p zou}%TJhn)}68~%fvK+m0l}qI`$S)sFD-PENo$tEt{w(DU8h2_sr>OIQ_F{?W zdjn!nSwFLm(sK#)u7BV7*;56~`poa)2#G-pTV02r}RVmdreU1$K%#>{+m$o zvzoO-%8Qtn>9O^cWiNOWODm#;(J?EfAt+jC59X=eQOwG^j5!i=6)KGdKuUg~sb{DZ zT4-_IVba+H`g0ny9EH-s)3dAsB2o2VGS8IPMRO87cWM14_osZwrC&Cl84w9M0^dIH zBv)hd?4FiqrADCJ^!+6RF%i@%ti?Up&xXl{!S|!wLNU9j8Ao}+5E@#t2^YxEf*cO6 z3ZPR2^1kx?7CVoiLB3Tq-wBj{ba(dk9nP3DpriOmg*}+}t>pJt4To~A+{xB6&Tg|mJJ#;X+VbNE*&tW)(&~7qAp5QJp2G=Xs4=X)1=TykVD4wc@8vbm6N-kqJci18B;TqzK7Zb z9TaDY`!QW|aJ;*2J0|p~Xjy43fybR^EB&vZ1%pX*soP~9ppQ&>x`;OcOh-gNa0%uEkcM2|Z=8MvHftM^d_VmC}W2lY0-^=i6asqSHw4?#r0yk@rx# z@B&y`@Km*x-;Nm}&N4az_b}&$Mph0rZOBl%BH-Ou1zFlnlNVQ5(VWm#*AnB6_rzk; z-Q36OsOMW`{-~}CG7Fxk_YG-7f#Zr=WfeMT`K*evrMDv#bk?b3)owt;i|juN+edEn z-ww1RJ#MI}t8w6&NG+z_VV#{ zg(i|L%U5}WFo90smwvPgnJ)sNrQ>Z#3{Kc5?)eCFZ!uoJN36p{LPV_1KpCX?E4TW^ zGBAf@&2L?*I+*uys*lk`Fls)$Nuo4k5137HjPqnM1n;V=w=)ls(U_w7{obYLXj19W z#C>6a=B11V(jf`cMl-fp2W|9Q50Bi*WMM%w=2@C@`PP{0IMX%myaJj!_>`Bg#1%5P zm#R1Y5DgjD&(+L!OQ0TR|ESfFEMzpUdGk3qqtQhtzwYWa$i2R~=cXrLV=TORi1;=#4s({db)L}O3aNKo$3+?-rf7;*nGF;|vf!&Z ztq4WT{i?!Cd9oi;n+4q$iUTp(`=p(dz<$W*?JUJVR*9M1Rr|u``%r@z+i;lmEyx(u z^}Fe)j+%@(mAS5tL)yZk{HBLGXmD`H<|W1NG3DJhkDYtYqD9_|33??8kQ_9~Qg9f8 zmn$mn5QdxG`KVxGhQV$ z*h>C{hQ|U62DlSIwz;mTvx_L2KC^gWf3iI4pFF4gbg}^TxXgAtuE~R0eU`PVYBn^k z&=xfs!Hv02d0&s55yp&_HBD77D@^J|W4*K@$Xb8X{Cm11rrj1C3W#xp0yhZ2$mlhu z9cT+o?q-G5vPb&2>SNG!zfG#Q(rzr6U~FkxGmA>fWHP9?m#}bNdr-N0Dr7eKn5b2m zL#A&W5ReqaG|u~Ka=gNrx@74e8p{g?Z;?Dhb}C|?zVY`9F@_s)^z91wGBB@-(T8I} zGEk6=fOK~XCfRQW|a7`@g%)5sL-HRR&q<_Rb*TCm+TXG{3U!fk>OO^xK#tl| zqM`AbXmsrGL~460BzJ7iPN9{fz5`9-65863Z^q0l<;6BM^1LcpiO&uVB&`~(IQC&S z@`AqdcTXTmxoOL*%f~PY=cRafhCzYmB}Li508C#P=s6)`1?jhXG+$(eW0wAa^&z`8 zG}IjI5{MX>Jxb9MztF*~g7cHVrzE1@wv}}ltB0A*)I5uc0?ebs(Vec-fTo%l0&2cd zXk<+9X4sk6XzdrX_!5t8XzY_IkHwrnqe(Wx?cmpYD*uFqjv{tp*@?iUk`=k@|WNI9<2^Zwt2@k2MMF!yBKN5t?xj( zvcX71+jUGIF*7Zwl0Y*CS)ckZwm?Q^jlpU13gplHvC(H+H|BFHa2K0;i>bf7dENTy z17<(J-epuaiupcw_qWLt(Yioz&cIq3CZ3uIR~=J=pK)I2?^mx9P6k zq(ROMS25bjLG*FYu2OxOgJ=|vuC%}20h!7AIm6+>m{U&TjqNr)$a6&XTuti|q_BQU z%W6-8qz*@y&Eq!*^? z1gJ~eaX|KInuf8E5t>bJlU^9uhbc+oW~RyK(E{u8hw6_3m>`vw@Umf}RhzD6FAuK4 zgp^}X7D8`f=H8jcb6Z(4-y?OKEIkX%_HoQNq$&zc&~L5%JbDmyPG!0qPjB3FZjrLP z>IWg!(_P}Qt|lg_@>-@HHiC?HY*4o>j(QV!J#CvC0<*XE(i@9-z{^?{|E7~>XgvP( zkTeW~bj=qTcjaQy#GB<~v8}3*-f38J(@G4D(dCf#jq8}kn@)beOhnVcTlIePFvoON z^_~9Jwg2aj5#jGYMl4j&`M7knDDpBY8ZUZynzI)bTjevyGp*3$m`hGI(@9_KJ>aDh zkIZ6fIC>Btb6Qlx4qb389eb4T^ku%q7rPCp*Ss@sX0d=Wg~gvY)mwatbMMQ1=dX59 z*xgJn;dcDr9RJMkpEbIv`CoqA zU-h}92?F{t* literal 0 HcmV?d00001 diff --git a/text_analysis/case1/case1_stm.R b/text_analysis/case1/case1_stm.R new file mode 100644 index 0000000..41b878a --- /dev/null +++ b/text_analysis/case1/case1_stm.R @@ -0,0 +1,69 @@ +library(tidyverse) +library(quanteda) +library(lubridate) +library(quanteda.textmodels) +library(lexicon) +library(stm) + +rfc_df <- read.csv("/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/0220_ve_rfcs_text.csv") +rfc_df$doc_id = 1:nrow(rfc_df) +#some cleaning around the timestamp of the comment made +rfc_df$posix_timestamp = parse_date_time(gsub("\\(UTC\\)", "", rfc_df$date_created), orders = "HM, dmy", tz = "UTC") +rfc_corp = corpus(rfc_df$comment_text, + docvars = rfc_df, + docnames = rfc_df$doc_id) + +rfc_tokens <- tokens(rfc_corp, + what = "word", + remove_punct = TRUE, + remove_symbols = TRUE, + remove_numbers = TRUE, + remove_url = TRUE, + remove_separators = TRUE, + include_docvars = TRUE) + +#removing not only english stopwords but some bespoke ones too +additional_stopwords <- c(c("talk", "user", "n", "utc"), rfc_df$Author) +#take out references to other authors +custom_stopwords <- c(stopwords("english"), additional_stopwords) + +rfc_dfm <- rfc_tokens|> + dfm() |> + dfm_select(pattern = custom_stopwords, + selection = c("remove"), + valuetype = c("fixed")) + +rfc_dfm_lemmatized = dfm_replace(rfc_dfm, + pattern = lexicon::hash_lemmas$token, + replacement = lexicon::hash_lemmas$lemma) + +rfc_feature_counts <- colSums(rfc_dfm_lemmatized) +docvars(rfc_dfm_lemmatized)$doc_id = docnames(rfc_dfm_lemmatized) +#saveRDS(rfc_dfm_lemmatized, file="text_analysis/case1/030125_rfc_dfm.rds") +rfc_dfm_stm = convert(rfc_dfm_lemmatized, to = "stm", + docvars = docvars(rfc_dfm_lemmatized)) + +#run the model +K = 5 +seed = 9021000 + +#model = stm(documents = rfc_dfm_stm$documents, +# vocab = rfc_dfm_stm$vocab, +# K = K, +# seed = seed, +# data = rfc_df, +# prevalence=~posix_timestamp, +# verbose = TRUE) +plot(model) +saveRDS(model, file = "text_analysis/case1/030125_ve_rfc_stm.rds") + +labelTopics(model, topics = c(5, 4, 2, 3, 1), n = 10) + + +results = data.frame(text = corpus_subset(rfc_corp, docnames(rfc_corp) %in% rfc_dfm_stm$meta$doc_id), date = rfc_dfm_stm$meta$posix_timestamp, model$theta) + +cat(results[order(-results$X1),"text"][1]) +cat(results[order(-results$X1),"text"][2]) +cat(results[order(-results$X1),"text"][3]) +cat(results[order(-results$X1),"text"][4]) +cat(results[order(-results$X1),"text"][5]) diff --git a/text_analysis/ve_dependency.ipynb b/text_analysis/case1/ve_dependency.ipynb similarity index 100% rename from text_analysis/ve_dependency.ipynb rename to text_analysis/case1/ve_dependency.ipynb diff --git a/text_analysis/phab_topic_trends.R b/text_analysis/phab_topic_trends.R new file mode 100644 index 0000000..a2d8a50 --- /dev/null +++ b/text_analysis/phab_topic_trends.R @@ -0,0 +1,78 @@ +library(tidyverse) +library(quanteda) +library(lubridate) +library(quanteda.textmodels) +library(lexicon) +library(stm) + +phab_df <- read.csv("/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/0228_ve_phab_comments.csv") +phab_df$doc_id = 1:nrow(phab_df) + +phab_df$utc_date <- as.POSIXct(phab_df$date_created, origin = "1970-01-01", tz = "UTC") +phab_df <- phab_df|> + filter(date_created > 1351728001 & date_created < 1383263999) + +phab_corp = corpus(phab_df$comment_text, + docvars = phab_df, + docnames = phab_df$doc_id) + +phab_tokens <- tokens(phab_corp, + what = "word", + remove_punct = TRUE, + remove_symbols = TRUE, + remove_numbers = FALSE, + remove_url = TRUE, + remove_separators = TRUE, + include_docvars = TRUE) + +#removing not only english stopwords but some bespoke ones too +additional_stopwords <- c("and") +#take out references to other authors +custom_stopwords <- c(stopwords("english"), additional_stopwords) + +phab_dfm <- phab_tokens|> + dfm() |> + dfm_select(pattern = custom_stopwords, + selection = c("remove"), + valuetype = c("fixed")) + +phab_dfm_lemmatized = dfm_replace(phab_dfm, + pattern = lexicon::hash_lemmas$token, + replacement = lexicon::hash_lemmas$lemma) + +phab_feature_counts <- colSums(phab_dfm_lemmatized) +docvars(phab_dfm_lemmatized)$doc_id = docnames(phab_dfm_lemmatized) + +#read in the RDS +rfc_dfm_lemmatized <- readRDS("text_analysis/case1/030125_rfc_dfm.rds") +new_phab_dfm_lemmatized <- dfm_match(phab_dfm_lemmatized, features = colnames(rfc_dfm_lemmatized)) + +phab_dfm_stm = convert(new_phab_dfm_lemmatized, to = "stm", + docvars = docvars(phab_dfm_lemmatized)) + +#loading in the STM that was fitted over the RFC data +stm_model <- readRDS("text_analysis/case1/030125_ve_rfc_stm.rds") +plot(stm_model) +#fit it over the new data +new_topic_scores <- fitNewDocuments(stm_model, phab_dfm_stm$documents) +#gives us 32058 comment scores to work with + +results = data.frame(text = corpus_subset(phab_corp, docnames(phab_corp) %in% phab_dfm_stm$meta$doc_id), + date = phab_dfm_stm$meta$utc_date, + affil=phab_dfm_stm$meta$WMFaffil, + new_topic_scores$theta) +# the issue is, of course, that these topics are not fit to the documents +# but topic models must describe documents in terms of 1 +# so it will ill-fit to the phabricator comments + +grouped_results <- results |> + mutate(week = floor_date(as.POSIXct(date), "week")) |> + group_by(week, affil) |> + summarise(across(starts_with("X"), median, na.rm = TRUE)) + +plot <- grouped_results |> + ggplot(aes(x=week, + y=X5, + color=affil)) + + geom_line() +plot \ No newline at end of file