From 5dd7e9a28cf2a4c868d9a213eb750f4acb2ed472 Mon Sep 17 00:00:00 2001 From: eleiton Date: Sun, 29 Sep 2024 00:47:39 +0200 Subject: [PATCH] Releasing first version of the solution --- Dockerfile | 69 +++++++++++++++++++++++++++++++++++++++ README.md | 46 +++++++++++++++++++++++++- docker-compose.yml | 34 +++++++++++++++++++ resources/open-webui.png | Bin 0 -> 62216 bytes scripts/serve.sh | 10 ++++++ 5 files changed, 158 insertions(+), 1 deletion(-) create mode 100644 Dockerfile create mode 100644 docker-compose.yml create mode 100644 resources/open-webui.png create mode 100644 scripts/serve.sh diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..2d8b9f2 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,69 @@ +FROM ubuntu:24.04 + +ENV DEBIAN_FRONTEND=noninteractive +ENV PIP_BREAK_SYSTEM_PACKAGES=1 +ENV OLLAMA_NUM_GPU=999 +ENV OLLAMA_HOST=0.0.0.0:11434 + +# Install base packages +RUN apt update && \ + apt install --no-install-recommends -q -y \ + wget \ + gnupg \ + ca-certificates \ + python3-pip \ + pkg-config \ + build-essential \ + python3-dev \ + cmake + +# Install IPEX-LLM on Linux with Intel GPU +RUN wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | \ + gpg --dearmor --output /usr/share/keyrings/intel-graphics.gpg && \ + echo "deb [arch=amd64,i386 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/gpu/ubuntu jammy client" | \ + tee /etc/apt/sources.list.d/intel-gpu-jammy.list && \ + apt update && \ + apt install --no-install-recommends -q -y \ + udev \ + level-zero \ + libigdgmm12 \ + intel-level-zero-gpu \ + intel-opencl-icd + +# Install OneAPI packages +RUN wget -qO - https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | \ + gpg --dearmor --output /usr/share/keyrings/oneapi-archive-keyring.gpg && \ + echo "deb [signed-by=/usr/share/keyrings/oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main" | \ + tee /etc/apt/sources.list.d/oneAPI.list && \ + apt update && \ + apt install --no-install-recommends -q -y \ + intel-oneapi-common-vars \ + intel-oneapi-common-oneapi-vars \ + intel-oneapi-diagnostics-utility \ + intel-oneapi-compiler-dpcpp-cpp \ + intel-oneapi-dpcpp-ct \ + intel-oneapi-mkl \ + intel-oneapi-mkl-devel \ + intel-oneapi-mpi \ + intel-oneapi-mpi-devel \ + intel-oneapi-dal \ + intel-oneapi-dal-devel \ + intel-oneapi-ippcp \ + intel-oneapi-ippcp-devel \ + intel-oneapi-ipp \ + intel-oneapi-ipp-devel \ + intel-oneapi-tlt \ + intel-oneapi-ccl \ + intel-oneapi-ccl-devel \ + intel-oneapi-dnnl-devel \ + intel-oneapi-dnnl \ + intel-oneapi-tcm-1.0 + +# Install serve.sh script +COPY ./scripts/serve.sh /usr/share/lib/serve.sh + +# Install ipex-llm[cpp] using pip +RUN pip install --pre --upgrade ipex-llm[cpp] + +# Set entrypoint to run the serve.sh script +ENTRYPOINT ["/bin/bash", "/usr/share/lib/serve.sh"] diff --git a/README.md b/README.md index 5978680..80dfdc5 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,46 @@ # ollama-intel-arc -Make use of Intel Arc Series GPU to Run Ollama with Open WebUI to interact with Large Language Models (LLM) + +A Docker-based setup for running Ollama as a backend and Open WebUI as a frontend, leveraging Intel Arc Series GPUs on Linux systems. + +## Overview +This repository provides a convenient way to run Ollama as a backend and Open WebUI as a frontend, allowing you to interact with Large Language Models (LLM) using an Intel Arc Series GPU on your Linux system. + +![screenshot](resources/open-webui.png) + +## Services +1. Ollama + * Runs llama.cpp and Ollama with IPEX-LLM on your Linux computer with Intel GPU. + * Built following the guidelines from [Intel](https://github.com/intel-analytics/ipex-llm/blob/main/docs/mddocs/Quickstart/llama_cpp_quickstart.md). + * Uses [Ubuntu 24.04 LTS](https://ubuntu.com/blog/tag/ubuntu-24-04-lts), Ubuntu's latest stable version, as a container. + * Uses the latest versions of required packages, prioritizing cutting-edge features over stability. + * Exposes port `11434` for connecting other tools to your Ollama service. + * To validate this setup, run: `curl http://localhost:11434/` + +2. Open WebUI + * The official distribution of Open WebUI. + * `WEBUI_AUTH` is turned off for authentication-free usage. + * `ENABLE_OPENAI_API` and ENABLE_OLLAMA_API flags are set to off and on, respectively, allowing interactions via Ollama only. + +## Setup + +### Fedora +```bash +$ git clone https://github.com/eleiton/ollama-intel-arc.git +$ cd ollama-intel-arc +$ podman compose up +``` + +### Others (Ubuntu 24.04 or newer) +```bash +$ git clone https://github.com/eleiton/ollama-intel-arc.git +$ cd ollama-intel-arc +$ docker compose up +``` +## Usage +* Run the services using the setup instructions above. +* Open your web browser to http://localhost:3000 to access the Open WebUI web page. +* For more information on using Open WebUI, refer to the official documentation at https://docs.openwebui.com/ . + +## References +* [Intel guidelines for installing Linux GPU support](https://github.com/intel-analytics/ipex-llm/blob/main/docs/mddocs/Quickstart/install_linux_gpu.md) +* [Open WebUI documentation](https://docs.openwebui.com/) diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..692cf3b --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,34 @@ +version: "1.0" +services: + ollama-ipex-llm: + build: + context: . + dockerfile: Dockerfile + container_name: ollama-ipex-llm + image: ollama-ipex-llm:latest + restart: unless-stopped + devices: + - /dev/dri:/dev/dri + volumes: + - ollama-volume:/root/.ollama + ports: + - 11434:11434 + open-webui: + image: ghcr.io/open-webui/open-webui:latest + container_name: open-webui + volumes: + - open-webui-volume:/app/backend/data + depends_on: + - ollama-ipex-llm + ports: + - 3000:8080 + environment: + - WEBUI_AUTH=False + - ENABLE_OPENAI_API=False + - ENABLE_OLLAMA_API=True + extra_hosts: + - host.docker.internal:host-gateway + restart: unless-stopped +volumes: + ollama-volume: {} + open-webui-volume: {} diff --git a/resources/open-webui.png b/resources/open-webui.png new file mode 100644 index 0000000000000000000000000000000000000000..0506a0805d1417708eef46581f9a098feec57e53 GIT binary patch literal 62216 zcmcG$cRbdA|2KRjm6VVM%B*O}&K?yZvs5z59+9k!WHynNWMx%CgOHGsk?d6=$sWs7?3HR+xT}9k3aFT+1VnC^V3!{6MYhrlCl$>uU<*; zXxw|7rkCv>64I!e$9?DM@~`D5|Gr&y$=O@2*VEJY8^1B9VoFK7VSM2HNAsnH*;j>y zX2LP-PlH=+zI<X{x&J=yuoV>*J=V+S*}V7Uecde6SFc`C z7+6?pW`7P#It|hkx{mgLNLG`S%eAE|`<#2Bt~384ht$HH^s`pgPq$fv9qMrtP{in~!NV zH|e$sv-u|Dm!cOwpA>nsQ#r@B{Z5;q2i>#Q+BnIJpI%s~+0pM&-b2mANFHJJQ$K$u z8I^cr=!}J9GWC~z(#-ocDN1vX_w3qrqdnV-iGktvj)D3}hWhsQnA^7*WMpJsSRC_N z{Jr(mGaavoR)d~@+O1yNb={l#QaAkPSc1w8+RYCQ^6XBg=`sdZ+!Yv5 z@;*zmy!%c+f8@~jM%1Q-2J5@CtLs}&iF`PZMs14*o6IE!US3{9&&eZi%FBZX;-%dz zhw5WwmKT0vlz2|Gc{6u+cLy;GUB!rMKR(8VXRW2B?QhnS|1#2^-TpzjDM6M+!hy5( z>8ZNNAF|e~*E1gs*tko#&~<-JP0hD%dFQVTojWLXd$t6w;^0VB&yn?-`*mXTyMJ4# z`kJJKMDN$H)#(O#ue|16Lw^4l9#$T1jBmbf(7Co`WOUTg$?47e_l&+BdG<_Ow<;e# zOtojvp2~ckXAzq5QjD87N0^Dc8H;?tz^9cUvz|jvM&t8VHnxV^h^`_{@)rV{pSq&1(78qWHhGTO}sr zTXYt=hr4yV`?1Sj7Igl4Ow6t`x}#jJ%3S#U^Rv>1?q4>0dU~p;s`k%J4)E!}^#A>% zZQ0C2T3TAl<-6iDo%G#$FLq)~wo5u)&nTX|b^G@1HMtG7*|S5j_Pfu#62!a%(Zk*S zeTk2cnbK(+21~J6M@Pp8SVT&dVu2vP#q0ho$o9(Ie)*nBZVKHYsOg41^xLfs*-d>hsv= z_u7<0wwpA@Nh%&W^1jf`{^oj?!x+DOmmgbxv}Ftrgvwifsg01C?z|YpE<4AO5#P>W zTYi&{thJhO-s}qpn}nC*r3VeyW;xIn=c&t4x5^q2AQ$5 zvlsnrl&-&bAP|$$oT|k!_h+;&%E-HBqOaV#_336@$^dHg`t1_8(Tz?#J-KJ7F}{wJ z%-N|gETZQaurljfL@w*k&d>K;yxIHo)U%m!pXJycW)f~=aZ8=-EAhOf^KH-3U*8pb zc`Pmb)S}=?l|}A9zqV%&uT;n!PV`AYMP}NvMagdiTTpL~$Mjgy{8(WnUxsp7b8|Qf zvdo?H!{!`%$Df~(#DMc^CDe~T_*?!5ALD)czkNIE?Cg9`_*kc2djHs%chBc0cN8I~ zWpux9u2){_r=uRxZsCjOrxeCsyS5U|h8x=qRdQQ)HQo^LK(g4({N~|IAOsd8gLIu- zyRKRkug8Y3rHni$Z%jILb#{LJoU?DZDbcF)m1COW>wDd=J>-Aoh}7ET2pgADT*o?V zP%AM@8uzAu4%R6A_?XTjZnwS1YnqK>)s$c{-u+tC_S5as(t~m{y(^!deDVg1eR5)g zbNB9QnlhWV=MDBHi;-jZob(E`DuYRbPIfHIDUOaDiufRT|Xo{A@dxi^@$a3UUR*bjUlND?S zQ5PgH|Jr?VxY45jZ2*Pz9$e{hR7Acl>r6~c_za7plhvYFy(AP~HbQ<}aPW&@uXI$<6M}^ZU2`lRl;!RSoTr4gPZ5qAoJ|-1~=TUO8Op z@mY@d_4QRQ*!}|F%(~Vzxsf_MFOS!#*mL=l9RB;MqhniQ&sebzD%r(HD&9}m-!Mj} zuWZ9s`#Ibce)q0oNA88@+~z*}BO62ItzIv;Fz=N2%H^uW((V zY!LQQ@}9dKjEq;}nJtmxr!TR;Rbzj$H&iOWB zpC!-QyL%MkrCfr}?%+uNoO8bU@$n?}96A~rW9;2_xsX#39*Rc)F86`~s%a$( z$J$c7{kfiESu#;)3pSyH-V?WP3}O)>APu#!59k#r_&^sk>R)Jld^}@hR}&DqZjQ~V zf?ZFa^b`sgl#iCn!~&kbux%H{6)T@Sxd~4ek31u0-yMgw9QWyy?w^r%1+-!8UC&?d zl?Q9W{qipkQwciuE3%5&RzFbi(=Bk`V`pbKGe3VKNr_I%`Rhcf+)_Yb;5tCiUAuRG zO&Ax)hC~zF2w?QUYRBIdVx4?b@BRDt>hV$s&YCPJ>+zKwzCru#Rv&6Yz2#5YD3hgl zfPC;9bp9P`N9o?|J^6TI=BBYvl+@SxRfpYrI(zaOJvS9EFL~&{JXgk>==la;{X_6Y zwAOEyCjk9}@7~>njd1B(a+HL}A3l#iBPOT~o-=)ZSm;~BYu^4D?Pz{ki2fjM-~GtE z=Far?y3|B(RkUxR^L>U-Y@eb~Y%wx2LZh!MySC=Zu?L3>-f6HKqN{K)`>r_o^ke{d z%Ag9(AJJ#%24Z4j_0dAt^s+6>;(cW}Ieq7T{}|})y*;$exx2{Sy8Xp2al1~6F_7|I z0iy)qZdNrq@e7~dqUyWj8iN?pTt`1EDl7k-suS3@jSbyH*lAD&d#*NYhw_J@9~E1T z9^uV5@t=u~GQ1ps6+YSL$00Xi=sNPLEQC$^!}jc)9E@|aR!~h{N4RSEg43MC?kEvUJFcGT3S4san)F&LG9*GPzEb|%dQ2-8~x>X zJAZCxV{4{9{^UV4*d1_$=(%?k0RaL2vjuO58e)S@f3*uSjf{s!jy!8R+ewnmTM4JF}U{>>1=V3xCu4-%y`BE1p;?P?v+T4qhsF!EQHaR&d zAuT=d{rg-g{q?QchHba)w>d}#DR_i!qFa&z zEo4^N`~7=ue??$>p_>49-_qiIwpmq($C6*RgmLzjp0fmICoLYt|3|NV+;%5`0;~0Rcx(FijW=&)JUYyf8m1BP)w%_F-XPx^#(o z9JS~cIL8V626avin;S5MG$9P*#lAPIis#3q&8#o!#7Q__E%ut9>T>G|yL^p* zV2%0Siv`E|N}RuaK%Hfxr>CD9tSMi*y{N|@G~VA&lYwh!0MyH>jG5M5f;<>yyU73aIML@Ujij@FK+oJ@GEU}1p?%c^N zA}xlUhk{X^C@+6)4L#s>$PVR@cX+S)Mg|sXS3Wc#v&FgJgxX|g3aZ}SZBnl^JNF}F z*|7+#1W>7We7p%2TNC>^xQlb!0h_lmB35XP4^+aqQ3|us_STGDpLvP?mWqvS9g=SN z`tytfzodXmfKkNWQ@eFDIdgNTmvfm|SYn1;Y)T!c)gQLlN4hofy8v>a1Brri0WQc* z#0r*T*+k3x$bl+8(1;ZyO!3m?%O6U7mi-D+F<(<(qKpWW31OF2E%9C)n_c-W(R{GI zv!Sbt%@^w><=N@zT7U)+NZ{;aC|inn+Sj%W4$ufL)GD<3lqbQFdKlztmHcFLOhNuFo2!H)S2y!u`YNq_O9BG})kMO4rAvROCC&zQ@M)p)OVO*=ZOOE1Vy}%7XhLt5@SG785)yiOzAXe`aCyM55RlGliGOJb zkTwPT4!>!X`18@ge)3ytqOfH>GpdgyUNrhSN5oa3&~sL}DugWw6SG~~b-k~w$Dd>Q zPG9D|t7Wh%NMD;MTSGLGtE<*+WMnMEN}mPok%T0m5bTC!r+!Z~K=R^Hrq8msey(lJ z+W;o_=`J@tv^~_PM_9f9q<+{EDNpwE0L!0Rhm8uGF~fy< zE=*QcZmbWg4zXg|xbaP1kGDtDw6^%@r=0U!y}iAGn;FpWJiWY#6oZ$Vmin&HqkXD9 z3K2)nYmPa4KiXyF{FTOAYd~DB zY+rvH98?4=otT*D1;ZK!2-+@tc@yX%`mZ~%CyUG_!Gwea`XakCXSPFXiz&E*V%PKY z5@_wW_UzP2DJiLYS5~e`(c_tQ6DXcBz1IekWrpHFKe7y!2>5#X%5c$iw+H#3bx4=2 zfi<3Bi%Dsi$7ocxp_V*A8KWOjSmH&|0}IH)qQok`=po@?aTCjYqo9MM*7d6v99ymms95qSdKr_*}qpOt(w#dh=@T0qaAr#7Y)I{n1xKK!4_3d zuj6;wK_@Prx8|lX9jmA@V5Dxkj#4Ol0|rz?b}a2LM0*q8AfoLSq0tJw2-x`cTXX7B zP0h-Vj#wbJY|94Lk7;_>Dojnl#sPt@ftXtv=x*M)@i4$=mVP?@S>1oFnZ2>g*!_S2`^L~}~DOEgtfI5BAGNy+QV&|w2^gf%?5vR|6Ok-I?&pwF7Eg>aEY7kkwLtJ-N7b7bxt#3(*{JJfCf@05hAAd*2X%dn+sD z_YaR8RaX~1EF>;2j+W|IWByPpQO^46vl7Tk9II$Iaqiu_x2t9FB>lXtcGUImv%_Op z5NGn8Zv00P3gM8q`-L8EG&S7R1ci(AAZ+CwoSdb*dpS5bnouLYy-)I+T%0xZGOxrc zd(pCV2pZYrIU@pZr&^qxo!@@^xaIWe)8E@Nw7{BPp$Z*3bVyN2=}vU?Ickdy8#Xvt zrJQoDrE7Bam8~H<=D;3W*pQ^{mPLJu#soA{{6#!m7RQO`v%tkox1(8SHuXJ>HKC z)Ipkn;FcdmJ+nOJ=~={BDs$oR;lmSu{#at|jC8-=285R2v*b>|Ld~6BEFzZcPo${V zXmfx7@c=}jZ3v$K$oDWQ>4{!;3Zq=|SjbF+cu%Iw51sEH(@9GvASxszq~*zpHGvgx zfG97tuU*Q$G&xY9KMRU)#up zh5#mB8hZLFEO4UFn3S)^@K%F<5D69FV3(la?U|WNWON@KzM=cdfh#O5Y`dIiGzuUQ za8S%8fc1bqE7hA@EWTn4imf<8!@COIhW{}9MX63lY)lp)u8JO+r~`FVRHOzznqIh( z+ip8ly0j92rR01Yzm(gUZOdf8Wy)%?jH|)+=xyYyK^Jbu=D?(@ zp|OJM4g9010vfN&J$`fjC3yJ)If6^Cb?$v?Z->@xcQ<{mFwMK0>Xq}ijVRViF&rS~ zz^i*sW-?eB{9M^_Pn`$LoS-6jD`<2vASaNFAZe54rpIoiMEoL=Q@2VkbmZ2@ON%!j zif*+@Rt{ya^gF;iMf#qSj9Maa_2-NHTh)efYtFu)Qk2;T_Nv$W%>SNiK8beKq zp@oI>3VtR4fZ)s@fK0Y0{^8;Nucx-uFvcI0h|i z4cG!&SG3p#))gyOggO_&E~(!V_$8^{Z~}`6-zf@!)$mf^jrr#*H8yYES_RJbAB5yK+BE-XsCF96%*?!l+hut9+b(o%Wo%)}E7wt0Ud=dTEU5(`ZAn(| z|Ho?v1Kctg>Ur|k?D}_YsIrg$Ym~t%<4ySQWiT?j_y3Q-Xdn7RQ5>u>v9j_D4`+h? z1FmapYYS~UUzQJFV|E)htEwt3n$%msSC~6Ma(47;ii(3_Acv~2R92!ii)~A zJdOZN8upiy$2nY=69;4fEH41i8nhZTD{f(7Z4-ECGFj@4jg22W*{}N#Zs+AqwS8?^ zc6Aj>8$EfFoSd9N#(unkWEDC9@S|OK5n7nK9lf%m;!ZW~G#=O^E0}ngq6MvaqW#Si zAg`d%LhH8v7)40f8F*0GIIr^aO~hgYf`aNtxd7D7_ie7+8m3+oD=vUS`1bAF-4rZy z_ruW98JL(9AhcHlasK-d1B_YN`fNbCh6W9n5>&{9gK%)(R#Xth3wzVaLjo7rt^`NW zJQ}z^%lt5Tk_n9t0Q7m)(RPyI;5KDGm+~54XG) z;9t$8K;Fe4|IF3gieIXNm6^{se!vIh?^5H^Mg5Bww`T`R;)c0$|2`*KRumwka@fK& zYu9q&r*H*@?K)poEr}n+$U-mq0215DeyiH7#x(03%OecS32q@F;&XPCGvLCu=+Ty; zz$w8AoLQP5j}bCk4PoOEpaF3Kz{#~=Uv^oV?^zZ$t6UFdS`}KOd*6+%!mX#1RU>HV z=#s(8Duu9OHn7X6oIAH0kXj@}?{EUwf3pBv@jma~9fJ^;5YfRD=7IjeD=8_N=SOOy zB4r2Xv4EAG;K?2>Reto%C9K{ocm)2jC?G{fV^rwc9pMyi!cS ziWJjL$I8RU`Vaa-7PGZIdFTkHZoS@IfMu4he`u(S%}SkZ_;c31O=geHvYgur^G2724zD zGx;wZ$B4Q$5G)=o?Z%JMRBN+;qMbamINdWl7_LP**ZE2aj-3b>7Z>@yj60N!&(D|e zIllF0RF4%4MvKdWF9R%H2OI5XQqqo2J)2ojyp7Pwfw^YDdLJ9)J%4}t`@FQ5F_Vxo_;4$7yvsR$51go(KnO^r6;gxJO7yerr+;2Tv>N3Ed?%`MC`o!V0P}lJWxfMp2JEA|`wc#R9Y+%fA-M}I&Mbfb ze9Pl92(tta6pj}s*|xt3;*d``o}|>*+gl2rrG~v8{NvB}*1+r6sZ-Qr?xd8!ClI{w zSyVGot^w*L@v35kEojltEWof=f3YV^jUNv+8Quc@NHWl2BIC{H4`KF0|P06AJrWqjT&Gt?2I)6MH5uO9Ld;dV4o}3Y{;~3<{`o+ zis*`0jsvTSbAnO>C9gcb=aNRW;0h!HcI>Q!IAfU|1F%PU7m@V9`-!|Hqy(BJH}`c1 zoLfm)`4BrFft`6S%??wqUi|`VW**LHW(eK#(gDc=c z9YNIu_!7T$=kzn3U~EHSkbZUf6aV@dV_52;$itb-OVcIPYt}TQU7@JWKs}{dzy7UF z&I^KjTc1_=EdAt|8fvHmwNaFHkR0X0olc zplw6S-@InScEQg_jvQfRXSXYo^I4JsJgR`Nx-jENTzc4yYLopHkQlB=m&HUyZ6)Me z_jHv?K_{yH^^;U<@^IHT-$Sj|wd#dU>(fu4Klgw6LWT?d zVs$SxT-PtCeB?VOAY`M?UE@c31lRtkBV26X8Z1csk z*M4w#74Z^rsVj(TsE z81d`ICCf|FxRU`u z>m&u6Zxe(skXzPK$R?z|fw7ZT0Vz_#EdWKYIU>Kto+wk?sL5Dbxlv?ZU3t)o_*jP$lkkWxGVwy%#iy#?!IVAs;n7-%Ue(AMbVh}TpGfJ@PuGEjbO_KgH)PK#EDx3g zHk*JQ%-|y+{k0m3(r36UJ;h#YVXY!E6I1LBwSq{3?XMhnfIXDIe^0aulHfuUciK5v zxRnI;rX()9xa{KNQzwzOg=dd+HBi;4{&75gjZC_2V(-!o#4(k~&=7S2`VUn6Edy~a zrZanc`MK$dElW1^#|$I1GA{ta17feEMXfi&%`FGzg8*Pr5K5vk(1f$lJs;WaKZ>jLRw`4zp zoS+JU0_t&*l@YdS5^R89Bkkd^87!WL4h{}F$2xZwxYRv9Umee8h|muSsK7prlk>WV zl~tj8_=3H?7E%+yU$i8l0C$)VffpzL+YUy`U4+QTn!uR zsaDaxdw66Wk(Chvnne|c99}OwzQbo};UyA`So842Fdi0ALva;95{5(Bq$9B!Hv@-3 zGbx3b6Vzp22d0NFp%%#}Wce_r!E#}7k>Kl0T|RP|*m|k6a)uaWbmkkWsk~bS3`Jd6 z6&qm5SOX~{u|Xs{H2aAv4j=OgEi6Cwt@;}QUzS}h11qMETW(8z^oZE{1TsQ>Y{bWY z@S;&uQRxK^X&3rf)eV$CGg-xP(Sw7O4j;pO8C zA~h0#4V{AwCIw5?eD2q`IBB<#>S`5Cq!KW5R$iX?90|#xA?y+p+kzMb(G<4u>6RiM zn-56=tIY&e#G0z6x7QfEoBRwia1{cx&4W-w(C)!7l7-}SpK~wm(?;a>Lzs%C* zQ#!W#7}8{DWxG#4W`KcsMOtJ;TcM~>e8a@AUps+BF&NvbHg4P)q<8wsbHmp*o?gi8 zVHIOrP8a!sE32TfzD zp;BIQcVBVrl|!F%c4K3ryuIfI;TUMmL#?Nck`bw_bc6ti>EMvi{96>ml#ie;%WR3{ z(>n|>$qWyc!*k+LL4#<4+jt}BSrx(=_x3L)KYB#AzXRH{+`@zc5szRqL6?HmB-u3! zpi6Q7-V$J1aVrb_WNBuAzQ4c!(vS4Kv5uzlMtzS@_s(w#yn)!tMg+eh(n&h>QXu=b zJU=`C;PZ00A6rJdt>(`;pXQ+EIWVPQed{OME5-j^VqD6X+uT#S5_ky-1p;YX05gID z(o*0w$Suv7k<1x|AMN*>98oOLX2XY~kyk_|-pRu=1x4IMI7TqG0kgMlc?AT|+j{{Itz-L1WB+IO71M2mW1Q~Z> z&-i(0!?a*Z08QJffW3h6gf0Ef<~xyav*>8i>({{?uqp|JJqJ3I^4zDlbOjWS5a2~z7lG`= zkA_a<*#CAd2AjBv$loL*QiDv|ZGz>|S3#X%))O%s%ZczI;uBfs_q;~G2*lIhKRLmx z8p#)cN(8B6FgePwwk7Q`F%8e3S3?ItbxQ(3Y!_P>BrVd7GFI^{qgWME4v~xz2Q9S~ zgQrPV3iSaPwG8bT$o#|;?OlNFcZQ^}2T7;G`3s_E;Swr+SFFSasL##%hnvl>6ERc% z@~7m>dJ)ml)#!duij6J-WFpK?{6FLXz(F;Tnj=h?q=jK%Y=M-^Qm}-mkP-?5B;geB zJFtdWCSJ`6P(@akYHZO%FzCK^zm^7%COJ4H1z792hU;S#V9pUQIUn@y%9Sh5WQ?LPsRvIgwRK$iQ~LLX5-1WguNuA16sUpj5i@rR1{xPM6QKR}bM%LgX0tBOhr z`fF;$vu9-2SDyciwd`-39_ZR*WJXSD@H9YK^ofEoGYRu!FOeYe2wQ&~dg`(ishe=$ z@@3cm{W0V0*5f9g|NaW7^gk=P|D(kFf9n?)T+e+JTD_ZdJavnvQ6VK*MW#QDDe+1wgg3_zFV;6e?eqn!FVk zVAS8ghS`RFW2i?%z(#CFFP%@wwrSm4;QZ|{#9ZB?OO7dXM^#n1(LSw1*l;=kh?Y46 z+5@)meFz9ZpiHc+wdf`@KQc-vq-S9?SfLhx1Kz|57sSujpvX|7MXWXu?GT->%rr}o zq{7;qot*m7_edP$@#Eb|B(D1b85X#y(C?^wJb%*l_4UORX#M^6_>a4@@M~#vR7)_r zUXWON8GA52oQ)C6?#jIU+Xmq{75u<`EPpsNMton>SZrUI9UH zEJ6se4GJ;s5z9nofgl^}=kKA<5nX_!PtTC#J~2-qmW$Z5>{jOqf1iR%Y%e*Krdu+DeEzXF&9 zKqJ@$u@I7fMx?kZdiH=-ItGk zzkalZLhkGQ8Amh)9J9dbg}4YIR>afVi@l^#rjY4bivty}PKb{{jn;DWh98X!3ECze z0`yC?MqojlsdrBC*@B=+eCbI8HE_Oij5lqHoNFO@P$UG=h9&Wo4m(rJ$Z} z+I`G-EfWvPg1=8vc64?1HZFnCRBD=a?1g!as8`CCMmQ#aA1JEoP1GxAAc>=%kc1pL zasojUnX;o8$0uhC#nAX#o}CVbz{Id=)7`!wJqSOC^J)p3S2F-=y+QH$4=A&k|1(-S z7J}zPUG|3%5eB6nj6?-%f?3#{hO9Wi7-&s?a3L^~*Af#sPynXE_r)TKMT1jgq}?DN zV2z|Hfr^}*oclum_whp~sHuX!e?3KgrWl$g3kcg}Crm)Vw!NI$IVs3sVyHxLT zqINeg8t_Gm7N!ATR3}B;zI_lFJf)+spkU*cEtW;z(Vz42r2PFAb0r`2{&SkKiQ0p? zWNB_6!U{ZysPGmrg;m|fSA%H#*F%~*Ns5iF*tTS{2orQ9H(p%<#e3-FY3?cJ7rK13 zrTDQ^0KSQ7mbtYObdKth_*;|y)jO=jVsof*_;P1daw82Iu)997`;^Cgeq^HD?9BUS z^#b3mVbj%s>K&;i4uSXw`!5kae269Nyuq;StoM1WXxdd*ymDD9VfjS4h)nD94KAZ+Z9y~n{GV03bU~C!U6EZ4yv7o0T#TLk+S%b`5 zyJo6Fp(8FhRLwNqtgHJCa-p5?A6SIXN5CY?zs|GGus|w9ITF>9n(jd(7luKF8XgT9 z7WJ5f5}^+LEWQBBUU@#_btM35CHf)`E}Fi%z808I-k=g&nO6+GVtkj(C; zw{2o{zek5tNLC5%Jpb0*rw>jljP4^u$;HgD5+*^+NbFdcwiE)-A)M+$!Nk5Ghp!Nb z#$nf^$PbbeUwnFZut=7FxCXA)OcV8Ng^B1J)W+A0B27k{#w=Uwqz4jg(M~>9;cRv3=e)5kBX>W;_XEQ z5bQi~p#l7~qNgVj($}^J)m?r5IF#1Z)I@VrxURhX8YE_-f|wz8hTek<13%t4#+Qs- zom`X5&-Hk_AutiLuHi5BkB@6PISCW?h%UAUMV+i3s6&1b_x}U+<7C`7`XUY|1ZNmN zP>>K&)QY#Q#7PKDcoSr@V6)@LkHf<^7K>eRX|iIgI}~9E%|VRoWk+NoKHtSRWSK4i zEhwHH+J;6;Dj^ggR0RfrE2yYJ#x)fcH{gXF!;uZ>G$dk61ZarZR%4y{IArkY)evZQ zJvmqq`~x+v+%zi_r`ce1sbNguRqyF|VMgp$lPc@Y)}L@|diwVNT-QI*14sU&!O5Ep#wMDp3kT_y66Iny4p18Ow7&1ia_I z@$NnSydEP&;!P`8uQvv~cxm60fW9lANm=S@t6iVnUQZ5gVDHU9sE)z$A2RT0gUDIp zTA>5cqvKU#vS5jlxIeUM5{E**I|(O~C`CAxN>~-3H!=a0x9{9}gO&j*g@B$mJ>*(keq&X#F<}(5jzv z_o2fBPW`93n~PMB@1=eC;>5xBwu2vUGN@M{{=;zR;2(A2j>V*yi&if*x2P~Dj1QOl z#Yhep4aq{7-qLnE0`Op!yOSIdvzSl5U2^kQZ{gJy7ssk|*!5%54bj_K<9qg+2MC}2gFrC;jz@87Sy7o}*|t#gD)g(6ti*!aA;DbfF{-2@yw z?mc_fI&STsE8K^MwUSl&D&u?Kf$?zxxnkJCHs{ad3^hsSOu7UpUWMvmGCkIXc+fq) z3%{@HJgb1F`9SB{aYMrm6lO`Mohe$0b}tNZZbxENaOX~H?7{M$r9a}2TWuiUvEhte z6-dGHlP9kuP_Z3BflaB_wO^c2S*c*9_n#A_keng*7=;3}Xa=~X{`*h7BJ0wmDFTJe z`T6-2Uwk)0!+DbG>SZhM+}ZdjHPs9P2}yOn6P6{=eg@9)-}-Y9D4d*2A`lb8o*#4) z9OEa$@b&j)b4$xx^G&t2Z?KKIa0p4P1FzjPnS~MtgRX;a<&W>*NuY8v9|vdds_s%% zQ|n0E7hdB4wZ+G5d57!#9|7v(fH@PiV1$vc*En56 zcj^xo@Ad_>OK=}zNi!;8C-h5{Rm0Bp@wD&;y zy$)#SQc!$`zY52)1AhH-4&U<-xDv;aud4GXoH)URA{Hy{x`C1L_f3o?q+QM>leeXU zbW`NKzo-i8hKL~bj)yCFabeKGSL)lGl7uviF7h}%{f71vYJDXEFX%Y$&WXagA9V@fp zCk)_F*+0wxl$oBhPT6x7_uGC!1-ZQjCH1c@9OJu$pTvl^#@7bQUnx5aeccK+WZmbH%hF zj^i*pWdWs|4JShR$&Lq|HU+nhhJc7i-_ljWOx9-|*r*VQSYo?vYY;fR|`vbM_3jmU2uPS-Jm<~~!-vE&PF zl?%zaG?tHgiIjs6j&WjR!#>z8AfRk%$piMmxP5!)*qrv0O^Aowz)?ZOV4jKX7&^Ik zGoo_=Q&Ubj-AfxB9BleYRZ;XE%bN@!II5y;I~f^|hdS(JW~7tA8OgFhfnuy(&Ir{k zoc20-`m`AeO+Op;7bi(}h|jor1qUe4Nu^lz_l9jc! zs+3YJak7A6|Mh}#>%K5wo0gt_Tu0|7Tr3RVMuFGAHiAcxy?KyJ=d6Z!vQf zQfD@A-b~Oc>e@A^i38B1c;;Jda-tE8BZV7B#CC6@1*8ku!F~1GH5lbI(7o1Oz_@4Jiv6UhNlsK7Vxn;e?y z(OQmb=7fG#aD|IZ!tCrU$$e5$QTaw1|ELovQ3O1yt*d*`_5*zCI@X=z^}CQkix;NU zaLWY$Lr|C7-uC~Ljfjm6#7!3{1r>1(R>SCVkDJ`TNLq@RBWY=TB=UO+ z_Hcy@)-LU9!%*a{HkQn_X1x3K$sdWRevaiCzoYR&3KP5$szTlimnfx4p>nry3xJch z`*7n0bOn@-V^2<=v$6U9UMNArkqU`5GD>M_X_;6!q)fu=dviidc2%-=z`}xO(eIB2 z{T@pw3C8fIiT!|1O}3!tR1L4`g%^PIrOnMuBpJ1L-#*eC!o8og+WZYCBOi>cF@3Po zwfcJX?NZJ(6gb&5upViyQgEK&`t|D+N`m*CbyhIBb~yhOU$A2I(SsRnNx8XOkfANr zl3#2|Y6|mzTms2t1F2R@ma9__;dqlv`2CZ6^)^R;W&aTV#Iv%Z9A5G9Q>R+fN9kOO z3e3K~d+-UdoYdwoQc39lI0v;uTDnlV1C&wk=~y>Q8=RI$l_`^t&vSD>yrP=Al{37C zLc>6P(6{uSv7)G;g_V^V)Oy)&Z~S+C=|6Q; z=i<7_qqmDI;N1O=5+8Z;)dq)#?y1+=YGkzS5EtKyFC)5A5M>?@n`=AD{LhuvH8xhF zA|mMTr_An7O)tM72s3#F1-L}Qb%Yr~kqJyD=Hy z|JAVc&5UA;01B*++Z9~qj7W^X|Cri;9a+yNTls#;h9}8s6FDEOyc1Q@qPbPxenq;aTd3Pu-&R zQh)!wd-vuFx8b4|Z(;3s3DMEfZD&+Mx%N9CE}jG_qNEV9hn8{k#jX|H1$m+e4jf8) ze~>5q5dLtRY|+B++MK1>L|N(ZN7)otlVePyr05o>^X$vZ^?!$lyC6w|`r5xy_xI;x zSNPAcadW@8gs=9WM|D5G(ZA<&a|aUi@Sn&3{DPXf!j+27)5rHl{2Lj(`k|c(KD|o^ zO`_*41doT(Z)<9vloX-?weU)?-TD81)BoRB@qgz9FP6qAL{AG#1}<^R-;SoD{p6%) zy7;flvXq0*S`Xt-x=vsQo^rg6`RZTk?Kju?^XIF-IGqz^1mC-gWmAR36#Z}IO z++mnC0A5YoL<~Yf<-Y-bOpi8)7!ls_;e!V&q~f1zb%;}2OT}+s4PL!5fLcdK2Zw$X zAn_-TL+7gg08m3F>H9A50LW5UX-WC{dY-b}+*E+0O3u!rtLfR-Q+D(5DdMySyyd{V zcki-~pGa*!l&oD=TT6@HmAC5>-lV`lkDir!-;H32JFHi!uWCOr=UVa5!#_R!LSCLw zLUG^tc<9roPvyo=%~KyLz0IXSp{!c9D$N7=?v;@yHV+*sxlUhHaSwuw=FwdHo)B=_ zKbMzry|?SWpgE4a7^EZR%q1Y8<=Nfw*%B+U7-~W<4wkT%EPN3_Yg>Qg z@Cphlsfw0XmHg5q{iBqWKaabhf|~%su<=8j6v3?rItRQB_5xBGE&n!(K5%{ugtKGE zk6%HLGQ-^(0P0pziYDHyBi`I(?=|{AZf*hoV-lEu z6D&F_UXBlka`et|n2Xd&8934{2&{kX!t9V$(`P0Kep|TaT9?eo5s!BOjw*>?sL05`v%i;@B9` zj|rxQTiXxM;JRw^_wYr&Gp`s>xGOTB}}|! z(&~lnGS()yk?}Wg`B_f7oL5+Z1#wjE2^h@ZM}q}}l~(4T=^nD$jcu^v&flFwfw;kr zK`#fy%7ioP>f?U;$w}ROr(N17P6z=7L1N8qn&*nDn}ni8WL^nG&4_!CyBGP_;qDN= z2=(+5kpUx>=`n4m9w)&F;g=*s9e;g2UbOh9<95x`Pw|@wSFJz{mfWZUCwv0H?FNwC z6d|`ideMVWq9<>Xqd83+gj z_6OG3Y3H`I;J)zvbjceG1%Y9I65*$xqR%AU+ANU^Of~!9JhLF7-Ms`AM8o zVAqnFq$X)XLf((<-b5^X^*6~d@6a&%M)P`Flhyk1)s0?KYSA>O!UxPHQ^UdGq9EUsyg@+{@Iz^D z#Jz>iTOlE1js~yWKORhN{@WnFQ&JT+zV{_JQJb5)3>xN~k3=p1_wV2Fqs~+>W+Wxa zE(HiCc%R~nTiy|(kHd~6#807|I(167#9Nk9T3NXoTe}j%-ED-V@H7k#_wL;)wx{<- z^n=>&1Fu{E^2~i=FF^YyV}|5rU`xwMGA9&YWOQMHP@3fC`EX~d9l1!C@r>a7uP4s+ zWhkWUB&DUTr$Casg$fw6y&01;IbE`R*3)~inh{iR4fYs3HAPhVK__=Vu4oK;V2|4o zd^k)iWmi`*N@-IQxrZ8slCINX?SoBE;%{)Vo>z&>adLkbsQjIWCeby zHv^koq}YT-L@I`F3i2TtMpR6Q79{NLhHjF zp}|4_rVOJJ#J#HRe&d)E9$#Gv=vaAJNoh5f@k-oY!tv2DWzYv>oajPA?3Xpi`YX*4 zh&rwx#x%;>o&MX552fpXrR-=JRa4%+eS0Qio#@&mP2nFHsDQc;3e^0~6|I=WM?s~? zG_XO0m_fmkJ|iz8!UX3S`}4x#TI6!rU0htq38E{J@7J&eAN*?VgZ{JnDyM(XGI$fZ zX-|?X{xbha0Ije^ZfR|T|LW_=*P-*9qR+)IQ3-^pOyGV651u?B647|G9J7)TZrMiA zF65@&d-fcHC7to(8ElRm_qf>DbrGsJ`uk18xtFm7uz?Su`T9N3M!sGK_fkWU7(oIS z6h^=F^mIKhl0nDM1tB0qc_TM#Vtej^^Bmx6X2=HcWFUoUj8g$TJG!OJG=1o*YW2kw zoyFhV}NzZL1W%FZrUJ%Cqdfj$+;2@FuNCJ{0-M&=1x$p!IVCs)@>q5~iq zv+z5^rve*l{v|y$jS^~?^>5H zOX0L$CXRXj6J}nPyEMg1`yp-JhlZ<&@gX}D0Zf^>uSw(#wFGV2zM)@j6H7~^(Bm>4 z5R%FM%)|X%OFw;!aEyA9!XPAlXzxYrIXUoe45yWO!v9lNfTmdmflq>r7W%gWVjMbk zYBOl?1azpfy1I3wwt9A?N>DTUw1 zt`NFQ4w$38XO$G1nqnc5+cS|v<+xW&c1fXvqVwtO+}xX-H2n?Q@233XqobL#bLDaS zCUPv+a9ZKPF_7HY#Wl1S0XSn?YR$WZ08h46pY1YE&b-1&vpn0rOGRR1kpJqC7cYb- zGkVcA-oS`>-`Pp-t?}^wecwE<@s(J3xVJ31H=YB|$*eY3RP?%!tq5r<^Tmt97cYvu zn^L}w3wM>|wuRpWC}WW^Z){<)>dDF4<9N1WJRx2ymGt#l$ywK>v71L?kpm~m)1AD$ z1Gu5;$oLooqh1gSr{l{UE*b-XAp+2$0PT>HV#O_IR_l*Zv25Myhr=a*F4OMRrxM(^ zZ=a~B=&u5D3{{)9Z)lo%7a~|+m z^6+|$?+*eCL{I*xCLiPox-WeF95x01;0@EF@bnhC|B%SJXv2)H=da-d-pLPxwqQvlz`npjxe0BicI!5>fj%Y{>Po;m&; zBIgR6^r19{-3U|Ji8F!978bjdui)QD$g^a%PoMU~L5$rIs@?lBz14@AsWP8F-P_XI z`rFM78*6UUurO50Q>RZWJZpUeWq5DIt-NE-PB<_H7z z*WYtu8Evhtg!t9e;3l0LFvEb9&?DY`b6)rS?ijuS%73N#Q>=GK`XJ-U|Y`W=|N zt_Cuq8P=k#ccY>dU?%~op>*TV#(?W3f<*T?c=?x}jv%S*P!=75hKlHNzm z@SVI4Gf+Qn{VwJfW@G;=dKXb5*?krqDF=a3$garFokz1}L_m`=g9>;fRBle?%pc@d zkdMFL;Wayw-82D(bOi;8;7M5i6iRJvZ6;0#IlgX;WEm%^4RV-Ax@#C@2d#b$MK{-$ z1@e1A*Z4iURSMXxSfK$$>&3ybTl;HMMdO8oL*rI981$co||LpVN(qm{0B# z0V+~mTf5N+H|Q$I8(((j!*dur^fQfDBzTNTQc5QWswR=$`SVzV`(bg5;in1;v=Tlx zGy-9R|3%!JfMeaZU!%8_hDS&fWhRYuX9}5$NQr2cS!9UJWG-chh|17_C__Rr&lOT3 zGa-b^OfnPgb?JG({r~p~c8EcW!z#t!q) zza_t4P?b@*LtO`egsK)MSgAr38_{U2um5D`9Mkf&+fCQhE>#3fTYNfv2cqBR(F)U4 zZ!u)-st(Y(&+Ch@0=fX~%0ZS=jXrJw{^bVkja5w;Kwn@)ZYbOl#@+!SdxowH^md^6 zO3EMHtIC0s*4Ak=pJ&{%Gg4`J^5!Q*ejCVPiG+G$iA?6YbZs{3VS?r?!maWhclfDY zqAgHSsA`?Toqz^8ecsR{KHc3utJ0|x4%f#VL8o@z^z!n`QANur%Jm0!4FAH(UH6SQ z8c+TF$&_t=`SQ@qz2CooN27El2GG$!jQ}A(9oq0tXa|Zx6rSF=l1d5?gAXl_n_g6?Ah;f`q-U%!rwbm;%NR2j~l z;)1R@uf&e-rcx`&kQbgle8gf9@u7vNpH@J}mP^8^P6XQvhB!tgz(L*CF06HZP7dj|J zpfbPN7abt+~Tb_!ADe$}@vPo=wE-|q)T7NL{13OpPbg!(eu9gf&qlk@er{H<% zLoC_tjGjUFEA&ThMYZ6!ph|cv)|L-wi>kGI3J%HriN~8HC-`{s9{!w1{ePah3E`V# zUEYq6EByiS8yp-ZFDkX6U84^HKzBRscGMrp!rjm|0;}DC5Cd2haG%?99IQe1PP)$X z#gdu`?P-?nl7#A~Fkz}0+;_a(+%!P9Ani)8mG=8nIuJ;$1Mv|wEI z;S?d=VBb5)w49JbXxpJGBt0CkSNrg`aN_ujzCojhh%K$>(L%*jSV`uw)@TS{MsFI$ z1PR%2;$6qfyg^xOl4w2^t4gy{IK+2Oak^OSX+* zi#tK1PTan)K`Nq@cIx)q-uj}sq2UJUzyL-XKFm5`R-A4`A+`)s_LC(8_<_Xx^EEAF zh6_D0u0pieTDaBlO59g8!pTo<+qMl&&PefPmFQ;CH)-ZOjq!B2O=}|wWuFgy^k`2} z6lNh>+1e7XZkt7XK>-_S>kJGI9@qJUe8RozI?D|(mE1daBvefy2Al)`wr0(m);)v$ zxrY=QbY~VIzT2}7;d0UtS3NCE>LOxdF|S@R_xJY`SD7^c zErYCMkKxdV+*;fn($)K1=&~Qr`8q}dIk~t%Mq6RZJbGZ((0yGrGU@^uKwKwVwr*{^oO&i{3^v3rNEDog(#ny(uVGRG z=w=3xEyO5}*Sv{pGa6-5)zsg3^-u9x!f!L*JNmuQaq_4gqq+3$7kk_N^;t4UFUiic zLcit%i7uf-7TVdN$)hcS{QMQ4&Ds6uc3xieh`Yr_YQTX5-nx;j-nDpZ?p4cv{ra^e z;AmLkjoD&$sU#A*eVPd~r8AhuOtG_|s>moIc{4LJ4@dA?t#7_US2%JQfu}EPU?}V| z-Nn%Is;adZ&3X{4GgMH!)w0VKFh`ih4tOrYfJ9dB;zt)aO0;(~a!9SZf3&Rn?{Nfl z^qbyo&ny4(2~C{8U$h5ZZjNnRX#a28i&%MD$3c zDx{#_`xc9CJ|DwmK&;b2^zz?6MGtOn3!85{C zrDS9g|NWzw+&~PCPEJm8yY3SK)%o-1#q9?+;3Xu#oPqQKq7ewqtH03|`WO~K6u@HmJ<2!gC&wA*nb?uCYC zwM{{Ay)961;00&3^fVjDaykl`K@L&I0qJ)bAA-(E+qX;zNEKaw*D7&70oPX@SVH-klPvd)`(uU@?ZU%D%DJ^qa}svnN;gz5*A`Kuc07UcxegxXeNsde#R#Cl_YIg6Hnrr zhbD3bO60SQht7^Kp$9g_mFO+p{`9e?VvXByyENKFRG z!28O|Qb70UMzgkIAFMHw9zojU)P>I%BQz3Afg+e7|A2|O8*VJeu=2(*jC~?HPz+QF zFBs|Wz7BSud(R$v2yxEmm%a8uLXVGhK1#ol9ykv=PPk~jv6kSGWx&wB5vs{h0K^mM zcM$IFVB)Cv91$RQpg-1s8j%nZ$a1OFb%cH?#LuCs@>CfkjMN6Vas-8NeCtE z^NNE^{yz{j)=h?%2H1lMVZbDx<&mzxl=o5U%`#ED9Rf{=E|dEC^E*?vV*SA5_E788 z*3Jk)D)r^@dG7-!x6rc+E!RkF_$G=czHd3&cl!prZ81)PpXM_l6u|)4v*7`%YcSOX zb*AO3WIPH;IkxHC1H|Eyk>MbuFw9p3`g%)3S6VL5DBYkh3qVZ7XmlWkjNVsOiAGp% zTXiU(yJvU`@UNu2d?lC@>~@?KuzxiT88U`MC)Or`dDU>xZDXoMW;Yd?Hb?VyhtOlidd)%iUU26lYFz{qb!ZM6Lu`9~{T1m>nB#IW+&X zYLzE!rj%%C)8MOS3R^%kumm2)GTVYDPY$vLhek#Q;{Bq(3qJ-?1y4|Gtl_91b~H*< zKW-5ULLe8UF0juUbj}Tk6Ql^2;)8-|q#`U^1$FgxV3FRweG5-Zi++^LcxGJl;PFGL z(97E8L}Ad8Ur>ErU8!6uczsZF?>~Gv2vXCB;Bx<8Ej*|eTa4mFNa>tHUm>NCuYi8~iVm~%Xn&YU> zSd5Nfm?3yo7DSaAW(`nIcdNgMzpQ|&6NRcHVR&GackAX0IgZ!fm3*tT6rE8ugMqeJxlj zqA9(1|Grph=* z=V`?v#=VxSIGn`2yrQDQ>*%xVhn{#sR*zEJ3Pc&j6BR0?auhOHuzLz#T7K?uYp15U z>qXMWI2uI8l&v}zbbP$k*Dt9u%sjP55P8K z=ApjO+_BW=9yGl%kz%7#Np4P#-POx(iP6y%sH3U5(PxtyKSOAQb|u71xN?N_((3jP zACzC5eAZ}|2DOw!Niu|F`Y?O|{M=CCFTs4vNoQ;veK@Z09xFT< zXp@^DVlQh|9bRz>O-z^?H%uE!x$TF9k=_mVJyI@aua-w*CM+;)=OuXJ_(6meq)y%J zpaqA1{~k0Z?|cwx#Y~2W%k@lHjWV$$3*Z7_pL&Kz)!5kh{?n&T)gQ>vdLVHAHUJ=h z-3w4)W6Y`8d?8YL$zJ!df2=R+$;->fUn8z{bw_JSJ}@gEE(*cc_5Ov2cTCOjzLe_w zj~`nwcW00yizq}lm!vm|7GR&WTF%3n#=O__w(jQT2VLD!jR+3@L&LP!ckQslH(=Us zL-{8*83C59U?2e5cIrfDH|2SUYYC28$>KK$eijNdFwn<3j@(06BKtthv&2MY`dzg` z0(Gxv(sv37SnS_$_?YKKDS=n^Zyan{qs}I?dSqc&TbNz2Z-~?{y_=ow_|P3(pj&q@ zP|hWx$-0@(Cp9!A+15U-?^pTsFmT|@WLS}SAh*1?Z_wc2;DHzQXEiljP5T-)>zczO z*xiG?FIJy;+kDJ^yDyw7doTo*Pqi!sm>i8<$px7s1b%9>tyWYJk;}=;yA^c%ANlO~ zNgI?bW2$#pSy{X7p2Ch|J#o7$Ml-(tNlp$6qTtW*@%4k(q4+`>=g%D=aguw*LF(#^ z0I!rL@=O66mkIDjw_Z2-K!}QGz9qk=DSc_A!^)bYV-P?u^tUG@%nY3|S(Ueu~p)i9AG7g5Imi21i z<`){t?s~^0ohu=yJDAi%wTw+4-zsqM+~C8#8S%)qxQf5xXL42^wq|f>D8JySiL?17 zqT~d28M`|8(4ElslN*=z@+l3C>mVQ=WR8GCYTFRMpDM`K(O4Fx8oxeXI;#Vt>yl~) zC&3@%tNUgK_wwBW0yj0272Vxs&;sKMt0>FUdv}ssSV$;OisR-XeT{_tba!)+2MqC4 z;BV4~f*NMPCQ6$%!74?S=`?|i(`^%zkD={}V zH^(LWp40Jk>QS(HNU*M!;cHCqL`3)@_RtDU z-T)jaHFbboQtsFjhZ5g3>?ZJjzL`Fl!rg^%4D zr`K3N?I);s^XBdDagvWe4IN0`!l?!zS*&`V%&4s>Cj{s1^NNO;yf z*tQ`^tf-_7>YcJJ2b~Lb3f4cxRvi3iEr%2fa7lMrp2Xy9`e9aG1xK+mv%06sq@4iT zoj*_x9)4VyM>V%T}XZVLG4TM(NBGj@D;k*$qQ<%3=Rq0#%X8WIx|v!%b0S+|4+5s?E6OQbV(axMMh)Qyu_S#4Sry~n z^u=^oZ5OBQsVRpZ97gQ2p~Z6;+rqX_N@K?ch(HFc+A(hCAT$#^!5Q;14-5ey*y$|Z zMOlFM%Wh3hOk7ue1yvNdent8VOBHX%!5&*HWJ>m_V?4on_{*@R&za26IBTWNg3OA^ zY8S}Zi+%bjidnB}7&S zmE(g#j7?srPC9TrTez?|%lfY%LPBk3ZrgP$^iTsbX!m%a*(i%*Gtq~~TGHde21Eq` zMVjP(wUjP=CH$^F5*if2EW^u~UqVh?tPwi>k;ylMVU+&hqictryarp^rZus3^VaN( zq|p&;2va@{2408_mX((Jjt1+b?jMY!8zyr_KxZ5uVcM~38JQ~&-NRTWL??Fn7Cpi8 z=xHU)6$={ zH##-O!qS{-w)e=Oe-G+VYHs>B6eAtRrJ<<%A*gE8f8W%sYmSlvlQO#{(Y;!s8RzNH z`V;I8AVY56yoo%7J;Wc& zeC*h#QT9u(i#efFSQ0KGcoHV#no@gYJaa4%3AgXbUTGclx(Pk(IOQ$_xy8Agfc@x?V z6ol%KLR>1hhO*}Oudw19T&r*xBn&@pL_o?s!9(`uFY(8EHkZr{4Pu7M69{eiM{ z8q^7E5kZ7n9Ei(hY|V8FDYw`UYywdXw(T%@03s)Zb5-YyF`z9Z5=8=Kl`9{BXVi!A z*1&2aT6z z4B;4@pT~9bAytZZT!wQd@L z>nlt!2s02iWA9w}y@Tp?{ra-s3!@%N&^7_eVWQ)jXBw+POo2PaQ(udMj{oEj=NR-# zJQfCZiJb-bq69oJd^^P96Lnba8O)3Dpm&dhfKhF3Hp?XTU$7{6w){;WPwv=Ya{00X z#G_bUkP|**sJ`%6)d%Yzv&@;%ck}k~S&5iNSV5>mQ7Dn)4z)KWj~)R5OK4n--Fu5B z7KmWrX8wA{`EKzVp`+WsfN~27C;UrV<7aG;d^jorC_T?) zc9K9w#{<^N!F9!9g-yK<8$I}A^6SC7m%hG;-kr4I^DBW^i@rCTZEbDGK&o_Rxz#=% zgN~IMv;f5uB{czF3++oI<0+nB8rPm#vvt+=pHUGzuiqfg+_!J)pEYaVdNIoEkdehu zgn@m1|N z!5ZQxX>zp)6%XWis{&*|Q*!=CqRW}Y*)F8&=;dSfQ(oBX1qbQSm)vySIfX(TUe-Et z=|M<{frbjP3z$TcgbziID(H0RL(!&3v?Dqu$g2tKb~it?u06J>hy&ld4l)fIAH*>x z@K|7k7e_FqVO{X~CCf|6f4UXAcP`Af~G{&w}8=;mb&^*TJfx4k3+ifM+o8Z5_=WuP}rI zgt;}Q0w$b-00`DpdwD6RCH=Fo3YLN|bTynuBeMShKa0g(jaWWTj6 zcv(`4A@@y~}17m}5bp#^-dKV<M6!ae!<`=Ys-8IHmW0&|Z(&oY2A$OjFq7gIvf z1cH*x5JbDdLoi*?l2Pse(ts+)VZ-Y|Qp;ia;$yWA`(xW-(~!cldHF$4#aJ2&nrksR zIp?&Xx~MAhTXJWuQ`aS(!-nI;wBHv8<{Ll6gGvc$2K@@WnzauNcqkvNNwm&RXlvgl zDY4LbBTAQWs{S&RtflKtCbPz=E|WtVCKG@lF9pKGAC%}%UcRh(@!cd*J~TL3{}rRW z6)3XXh|@$S1TG)B_|pTr8J$6p4+fHF;rhKJ@gLi|4b_j4pRwU&~TI zblia9&j;eVPNJI*-dxBrIx=>D4J%bcO}*ho*;*wT`yM`anG=Lk|#jX%i|RPJhlC2Ds0 zas#winULjyMo~p{c%G1eQ(P)eojaERf^)hhZfeTm`?qiJ2PYp4LhA)5awr*?j7txf zKWsl~`T$j}bkkZ2zG83lu~14A=UsKZ_1||{?cn8=2M7Fv?LsXy70;hNI}H8NS!3fk z%?lTdGBx4$O#)P~{j7K4!b6~#cs!WQj0_Y?N3^xIf7k$18Kt)Xb{kJUUvu-287>no z?dVb6JUeB)P%}8Ks;&@BvXHdyzOn3@C-nZY5G5yKqQaS^(+E^%78a+)*~DD@p=nEe z{`@FrWu8Ju2E~9qTtT^7f>ja1<&T11yn3YpZA&9Ay5Y;07m)LoOHH$q>j}8Wm*2iP z;k0?#>(6N|mwU8t+z5$`Oo6fC=AkDC*XxCBVDPbr0T{y-s~$<51oLuKO)ac>un`dP zw6?Z@_T&1BVTXsKVfXJxj9+eSYWhf}uZomzdsHa{UmYY*yLRlT!4U%+8GKf{7Ne*0 zM(+g5%UWodFJ`ydL&gkI$<7UH64TPu!A~?mbansk-Poq4Gj0&%{hD9+HS7BE)2A~B z4_=eF>VE8)KSb!K@!ZfP*3Pjyh(j+)lt&@Y1iHULKEna?vOK0(0eCt0QxJOrjMC11v&p^p;DK2Y$E*hz6U)y9oPD!z_ipmJR5na3r;THAzP`;H&H+={ zY^3?Cr)OQsgN8s&ylB9|GL*Ppp$ zD89x*?^e>U#m8bf{C9gvNL(%OU#4P;@&GY6q@?Rk=V(}U@7C#ed&X$OS$r8OF%iCF zG$r!5JVihJbGs$yr~##Kn}o!9yy3vm&^`Qgm=F`ECuXEjxE}a1aZ+7zje0kL@jvw2 z30X} z6b1SA$Qg3`nIza4My4pMckSG1damT2FQZ&H54qbpV>Gd3InZCzXHoH7%_pAUE?7eC zUgW^Lx{`OL7nRYwOkSG%D+41{l>S-DdQQ*8YvfG_=1LFargvXtp;PmqiNi$TZ#g4B znDNhEX_V97 zfAIh3fBX-7HofJiZYq7W{nvyZt10=<2s%r3v`2g65pj*_y-*i#~|5 zStspjVvV4}bH-S}Q(9V59fu=M0Dw-Af3IE~s(zQh<8^}ay}@%Y+QoiXlt6G53$suy?EPkA5B0Sng4)k zFg4J}oky;jaJqt77IVLQWm7SJ_dJ=#@h&-_hfIK;n`^mcYe<%WRfvKI!|RifT|wt<$79WZSLsuG{R#nfj7ze zFK>eRpYeDHJCrC3eM+(ewQVKF>HTmy*TU49iRm?Au5NZL8fPaXD?x1C1)!e1 zx!3jJH90wWnTjz{R4}aKSzexG;rOQm&M*g7eP3uRUU;~OaitfaH_qz`JRpLzSU{|( zz|9?$2}N(aO@)As;+sb#09y9X8XtJ|h zqM-s`3)x{PlR4h~sIs!Uy?rJbfQgTp-&uX7HA5LiW;C%wN<)_gd4YzKk`KW`g|L1u z@IUimR`S-!0*Yz3Z`OVw?UKdU4;I=PQ%dY1p(X9ly!ny*ZOXcT=9=w?KJRk_m(zT< z=+{O99-^S`sQM1msUoD_zC^P=+>);3txxtxEsVc{`RysdtES*rfAoUim>9m|0nOHA zC^@ZZd=f@NX$b7*;3rN2tHUtMLc?p6Fzf?&@^Lu98{oM;Zqc51TK3Oub=4?QqN_aTJafPJXE^;ET3esP z;VuVN=IB@#~^oDpZtaLU9XQpxAi4q-M}w*7Es^T6ifnVXntmJENhDdx)*`q3#h*U1CfIV$6SYeBqoS_3 zf1=V$<4iOHu|XT%3kiuSo=Ym$0L#b+fgAjbV>h4}%z%nx0mo6Db$2f!YYSI*JjAZe zBD){c@>0J~&rd@3*bi!g?97RNHIKZ`9tW7#&4J$Ms{i~}W7Z32x-9mPD5#RP^Ur`K zUV1Qk)C33z{IMzh=A`}0Vn{5*$8N^h{doB3+CfmxeJ+>TG+W{6J6E5g{wv zNg#oVEEFSdWB$7L+J>88pNt1M?}z4aSlz?$yb}0ha+d(3FF-f$?LL{LyHi?Po0uRH zp!+@&Le`-);sgXTb(lT$0#Q#FN8r?UF0^-+*;P^kq@9uVmm6fap%_d?VTXD+BDK@w z&%!HB7w;i7dN@2>3UwC7W&fm09yowPMHFJa;m>LE=p@|Y>xW8X4v#ApxPAIa9Zq$2 z8@$k|ff5ERX(Ed3U816=NiNXT)XacgNEO^$has+fgzyhSYO>*^8Y(Ac z@|{CZ?tplm#9*GJmoHC%CqE6}PhMW$1UO+`e7w3w9qs+?c6aOQ>QJHVQMSp|nro?c zk3&Ssu3m(P=r(AcNeI*iix&rr`IIpLq4sR?+-dR*Fwo$+o#^T*5U3h39t86BLqsz- z5igqz#ZW?Co+jEnp;gB9aG54ySt!?m1(^737}O7IKm(ZmL=x{mlTjUa+Y6BcjDv2$mfBCIgV=%K5Q8A44S?>*``K;6pcVGM}qaCJgnsvRsiIcbPAwy%}*)xpP zN_%ysd_>>zKM07Sd=igU`v(}!@JZ0Pvu%ev>28W@$}lQ6>=}&doDO#!MoPJjLo+}3 zSlXbb=eYW99jo_~sNdhVi#YA$cb@JWsz$xKO}RXfUATH2gL9DgvAnHbk48#et^4hP zEsuzr;lAJu04}WFpj}|i*YS!3S5*IVUwUQYF;3C^&*B0mwx0{)R+jIwlN7}vo=A)F zKIZ5cQnqqDj zP>b-D5qiA=$169IwQ@E7OsM^7=*=(eO~m}bP?@>fpyyz` zpxZHCmXN*ZUZWUdO4~mw9Q1WSP8`-JpOu8TOtna^9-#_FScn1nkTj|1SQ}Tpu_jHF|uvF(_x>IIQ3+8VE z(>(5GOJd`b&#;( zIPFJ(udxv7sbjXr87`(8oD$%?=RileQ0v%}{XQkNy>r83PR?JR-m+&$TCT_W2G22k z=EJZHQPnN;iRk9-^H1Eji-Q))(+ z4+VFep#6aJclQ^Kt-UJ6LEsH^bA<95NQ_rZ{O08X_gN;!b69j1X_MH8{**m3XL&>H zHlDioj=5UKJe5@XcK7+=JaF&i!PnbJN=h~$f{eP2x-1kmyGgeToO>w;>?7?QF}vXI z*0Z&<2A!n@oB?qXV;57TIMgcJmIs6$VZVyWMe`F3tb0s1L~Py5qp>+gdV|59k7rN} z5XAhdZ5ZQ+BXH~hhZ~F@XWiV~f+QuvM?OrypPDFAX6ip(-;PgUhn;GM6Sqj5vPWYG z8m96B9X*lTr{?vs3!S0T7J?%Jn_8ua~Fe z$679nxglJS2;aa_Nwae(IwbpqND1Ln@+3^hS(#W?>>&@4S^YT80XP>KL_-#;G;0x$VPVmr^B`6`OU<=={oETycP?B5q7nw!>0;hs0pHHu zyN?Y_m1NF8?Epn;ncWuP0U8l-Cw;c4y7weL4m5`iyb@VB^-ji!oFRy%l7W#!IMrLp zZ3_ogM=@rB3_7}5qVF~l%h`zRzFQz$6U;Q%qKA}@N>e#CCOL$tV;kUXSX>c6<%afjH+G+Qk!gmO4t!n%u{j|u|?}e zo3-H05xQEaLkbA^Ww45Eq7FPNJj{Qo5D*?Sfc6}ZlF>%OK7Hv@JSssP#I?)TspOm~ zm{Cj16q(6HwM68&W^KpEEplI88Tq@TBw@@8zy$BUqWO_}5?aUAzd>UX3rvhkdLg{x z7iOH8VkGMvpd6N{2&X651Jwu#bLJCn_X(q0YL;2@i*haWaQnaI0HG!BJ zc%g-?0kQ)zv_`NiZHC~1v(y95q-bI8k~2Z= z&3F#;^p~7_A3IKbP;=LS9zTFgtpdY6F*C+i+t~OF7jFV=%`DHokLI?*JcJYn(ZbOz zb}w|5(G8Li_gR0kd*7GI0^DIjI&ioQ?GxUY12qswVFm!|#l_TW*B`=UMPsV#sZ*!; zwAtO=(PAU~I_K3$VlFxAo`Gf2RdgleS1)MH}EhNOl;}H zelu9;(MaK>g3lYyYO{lx)D4x{8HnppU^QQwIqdpvIZV@ z{*Hr6h}rf$kn}`ms@ri)UY&cdBopH@lB)zT!+}ep1>$1*;ee+ z#U9y3-T@n&sdO6rIH`X3g{@!_Kyo)W==I)eS+iYcY&Awp4r0JChe$u$)%PXrj$gPT zkR-(%uVk%lff2^+db)#@0dL-pN+54ACI8!)(?t8I`&rn7f>ZdPp-Y|tnmRqZk6=}- zHB%fXM{=3n$QKEM%m>njNXb$>TXlud8WtS|=NI zd5<=m3fD<6r7RELbkiyZSiJJ? zPAL!N_nmvRb#y`G+`}u;zW`DR83EP$y<@8b))EkY7$F-P#f0?qlOY+HI|L4~yzo(A zAOpS`?!lPx2qjh`!T{`79Eu;5-jUE9R$;U#-7p+Av}MZ{J9OG)Qm1873a2+yYgL}k z2%T1G%#lz({!WrwlW8QR?bvPl&v6BS6ErcmOxYlVrr>l!1{Vn=r~O~7N?wN1P7tb8 zMbBG5pw*_N>m}M8JBmB^Dg!piYlb5K7#TgAotCQr(@$8Z2q*vSO5Q|A37@#uc7zB2Kf+CHL@}63>DCb2&FnA&pLlLpdk0ZVfr9bk8 zzZq=rPBa?Pd~40MjmLbW4A2Lt4tKLLBw@5Bi4)C(xAXSq9Xooo4n4km5fM9!J5!-U zeU3{Hi3#oO86!|!tl|_5XW4D+%~O|*jm@z2%}h0icP;Pd4Wt;qV)biJ~ z1jA4yqQJ+ggge1kDYrG%cK$~TfSvXL2Z-*7uiqI|Zs@LdcB?-S%}ED`Ec8EqyBA|R zdPD3!L1pL|&msrYm(-xnsXEYv6^*(cx8+E2xjk4ux2doysg)Xaepi)J2ckkJA3R5C5|5#GbE#xVx0^D^V>Ljph;Jyhc2hAMa8_h?a4DcIT zCucAx3Zo1YQBk7!GQ&49C^2ldB_@Vv+xG2)c+k>W`Y*>tLrRs8A1ApbBAR_jYis`u zbH!p`kuDRG@(GfT^n^`nez;x(6|kdjPMfulaVieve z&!0~~JMR<_-HRTagj)l2k%8>lKalB!RP_KuxRza$3o>L$7PNP8n99w9mHOD(9tDrl zvXfDCd6okMqJphOerVERr+Sf_2X0@vZtear(U|Zl%&-@B0X!09YOk!DbggRZ+6T4O z)q}A{q&R|5jXwdf0ZVZV3^)cR5R{vNfuE+UnhoRY6OqtVaUTGD&Va?h724r?@g&SK z$&K8J&e8qVUaPX(ESf6t$nbsyRkP5;8a(;gr@eT+K-^SdIXoq#+~hL_YLRrFNXY$j zEm%&CN(tA);sQ5ekED;gMmR@U7YW5d7*aez6TAzSGziL5pw(V9{V9xxrz8%U3>{=; zf=_S>;Gy`G$qL5yN49l-F%Gpa0D3d7t5UHZgWk}{B|Qm}3}F^PSPm{@UZ|_>wBfyrQRz`jVrg<$y0*i#>_~I%4pg zEBfsi&bgORE4}A2FAnKEm)oMaZCGq;1V_-N_vI%-P)F>+N(6=^MWPVBJkBA%lOpB| zW_lMm7}!3*Eo(r^DB6t3`wUe!{;wa!+li}Jb6czeVS$7}CWL%Oa05GKWjinHG4Qi7 zOt~){}!L{xneHPqDb#wD15;%cKNp1pk!Xif%(MXU#BoOBKO~SQ<^}wRt-0aLV zp8&oA*s=~&R=K%i3_D@JpJr8L z!8o%T_W>~F0@y~Nit0fFUrcWyXFB1w_k-Wrf45?jztNHAp7(1@A^t&0L6{TKXl!{^WNF$7zW~1pHFxiPIDW4t{WH`!a z0uB%xY5l_|2)Ee(cv<&iT`=BQDng^r=UrtUOV}!kJ+yf3r|z;h{s2-AIu3eNWc5^h zIudPB^N~UqD+9mt%}U()MeICw0$v%bg6uFDpBrmypMch;*IaymVjX@}j*I$qSPhvB zaFFm6dQ|amhC4_J{p0s#P@cGH=v)CAzeLl%#XlKJeWksrSy^H@mr()h5Ftjx&8-l5 zXm;VfHIDoam|eh1+Kq#I2dsyZrx(ekLo@?R-8G;+Q~ z+Q*{c%#bca$B^TA$JY=jlAjz_m#28)U-%*UUprB7S0eH zeHII$8?Nv}?|47L0g}cEXJ_Y1qdtq5GluCc5QjiJV_|va`0?9U*~2AltG`sQ}f)K1*1i3sR$X6WhNos;~@axVsS{jzl7C0p{Pg)PX|m_ zus#cVn6#1U@`Z}qUUk@WZQrg0;6nh+RSvWk6+u^vtiM^CV%UD=CHPNZLfp)Vc`<3} zLZvoH{}rJhx(6&m;+|o`!2yj?^J9*Mo&NDMYaQAHj5-xCF`OWgyw-QnDnV=!)^2$g zw8SITOHq91GV=Cep$}tm0Tdxu;y#P`T<|W@AAhH0WAp1yN;$@q^=JEprA#qY0SO_G zk>`u(`52wV>PtKph2f;(xuVjvJ2zQvC{_^CS{7i8_l(iNUvdg6Q(6*;uv ze*Af?8jrCzg!UN+46Lk%1Zx*Q9k>m&NO5I9+B2~ZA0z#BerG7{vI@7YoDkC(7ZHD~ zO7ftIlcT+TBBBn&VuHh2@=iX&Z6262U)uougPvJ2nhBnw*+`W!KqsEfBM9 z8VMC19Q*_`Ab{bn`rab=Sq8&+U~NBeo||zr7P=Y4+U|yKpE>DLK8bdM8yeBWLIA6Rs&-W;^rPE za!uWd!0M8q$22`NRE^S+r<$cZO7kLdWPsp?HESQt3>9%8!2r$@7DY9_UaF}*tkz{V zc>1yGr3PEEZQG0*Qq}KjUu4m940hfck-DqZeveSV7`vNls%U(&-HpY*9XC2Cu_*~S_;e|4SvRhFWqjK43UHW8u~7&hZm0*3&qwG2Dh1_nLBY@_KMwU=$W zycW^ZdHZ+7-j@|}wWHP+aUNT?v&k?VeGWhv5^HfL#T_7PNxQ^iBMb*N$CnOfPO-JmRNuY&;y2if1~0wK!nM5_ZQ`YCCo1D904oOWs! zZqUEkp6v!GhlL5&C9J$BxZRRaPd*uY>3km&Kf+8tfBsSBI;zujpAnNV$LL?>>v=H_!44J| z=mwP#`~x3kY%yuaUqCJBTV2Hp=1eGVHzr|IquLYEiKU_4NJ@rpH+4o-fw%%1LB z!OZ$Y`18}+b%mUdBauZ@n-2{A3YwT=w4-mg%tmb?ahaEe{(Gnn ztgD;%1iHp}8du&MvFusQ(Gna#xSZIcGth@4L5!`gMYjMkE-!^q>P8< z)K>SQYPsH_bNAd{4US4#n-YKqEV^Jac6JQPo9;Y4xI^}hgAeYqevif6!6<*S?<~;)Vy)fh7PXcJ;j|@R4s>WatYHg>sl1< zl6p9@fG8nlRwt*VSYk}=h#r~KvUVW2b#am2j-I!Wg&;iW2e3?Rb<*G0#G@Dhn?o)T zHS$NyDG6(bz84`Dq9ec*(&&Ql5brGg!|gmOR%|<>9K{8c-Om`f;&Iqp594f_3r+^s zZf5WSriv#+R(kUc64ZdgAy_1Mu%zn*LK&uSCVG2&AFMv8oy>`%0bO~54oHCq6_IWD zQ&elHl4nJV7k^Z1VEcNsv5o#`DF9QQ!D~d^s{{l_je&LVqvidkyILX;!%&+CSSEI&ev;wWKD7h~*7}jIHPQ$wcrh12 z)RWHvZ{l>cFp&ynAaXpq9VgG84TD$-pS|T0!wVC-q+<)(7kHeDH>l>B%$M^54)5k9s-#Elg zk{HUUAHNNQeW+`*KAkf#Qy}tdGf_@ON&w%d9hC5|U`%oD={9r*%!gYu2@?(nhqH({ zR_H|*Z;9=2#wYFBbgXjiX>E%QU>fROzc^rhqT0f2|0mF{;K~QU$9jEot96m6#k-Og zJ8~bMEw;gZ6jGSNV>nXi00M%DZt(q&A3oH=zgYFIQ|>$C%|m%M-*18OuiC!lcEi;4 zrD#Ja;!mR&MQHYnj8hQX)x$P!#Nv$;g9&#DZP8BD<%DMk7;=_cvw%h$76M_H$x4Os zZvfmm&ZLiQ;pGuh(8pQ8L;?jMSG>MivA%P$u92HX#aDI;(dJ^NCJH6XE+iKN)Y|lJz42G+^I=7^{UegdZn(7A88iy4Y;8;C8sg zm;;L=JP^GIdMYNENr`J5*mv213#cC$67=woS>$a4Rc{XeHv<|O=KgcJBc-4Zmf{kR zMdFcHRio1n8O?q9o3d(-`0ZB|6A?)O2rJimwk~+Pu;7I(71E?ai7lZU29+U}3jxaH z-Eg0AVGF9SIM=DE+%_>a4F(24>68l0L>}mQF??boWz(2j12hDqg}ewZ^m;> zA>h$xZ(-TJ-sNI$-XZLN4rFvt=|8-r?vtTVd{LN!k|Ylvhxo0v4A}B1v*?RuwuFd4 z-QWkaOb`>b|Evi&@C}yx4aq5vVZacgr5k2p(TLSqo-ckx?~%FNWB5^V!A-~aw_hy6 zMEO$}E+pZ<1I=3~0RjemOtRkc%TCglaQpal(Z6mev)WFnWrAk6#OnQ6eW%qC{&y>v zSm*yk5x3eB`%R(99qNCPdbY;w{>ArHK6yIn{|Lj00{DN&UmL1I`t7Ow_PdQKOxB=b zP6CNyKm_SJp+>~6CLI=+=@GaK&VYd-+gj+74dM_`MGB$gcH0zKeEQ9#7vQN3gV}L}8h|aVyMKuu5w|%zKq1h1C>S*V z^(c^>HT8uAnm|t36wu{pkRz2KoT790LCYOf0BU})apdWe3j%iqGXolq=pLa;Wi6M+ zB~zuAS`^{SAF0NpX0^=gkCPci@qiaY^E(M^6NP&t`X(D!E$34PZ-~%LNIU#^#P5NQ z^)F&$OMZLcNpO*KFT!RucWl`5T>woF7Hy<(3WeVfpA6j8_JMiG<}I_q3xhI_NZku6 z74$o~OeZPQoySq{o`aC8@oGBYHjKT4YXNuTHGD6HZ+I|eCJsR*TsjXEGKo0@fr8ja zRBn*k0K^`F0qBu_v7FAaz~X%ELS~1_--!|khzg7#6hjaXM_Y;SLGu}amZ)72 z1;8_qNzZT(bdH`y=L469X$AVKk=1Ov6pG%ie_v|3*FjRnqXO52sDy5Qap7&`qeoKDD^}+Di|By}z{2DMq^P?yd=oF>JHxcK zn>LQ8o3{HP%m)0?a$I^krP3ThfG6N`@rN`zK~`2rHyb1h&ou zg*)KLR<>xNAcDkW>fRZ34hnAUcXCl4_8N zxa;_tGw3>CmZM@1O>CSatyrD^!I0LrHat?Jj#^QAL#+x)WT88KzKrrpu5vNFGI~3f zL>VU#-&;&n(3wMb1<(&v9tnErCJ{0a2C{ahaN6Fc#t<{m^g8_ zn7e7cuaoYf9MRg1esQ?sG%#?&XB80>79wH6-j&p7w%D#cTFmQMmbX{Mi@%Bs5_Q@)@Msk4~|N$Gfb=N8ZI( z84vDL#~e4CC~pBzza`sCH!X!eKmxzUoRpe+R!1lDZ%8NoZ^&wMdOOiXLGHkefDj<_ zoj@Nz?%>%#H17*qMqRyRR&k|JPuCL7cpBJVC_54`f1$koaW^qAB8epH7V7|Y5pNrn z1#}#wZ#6jQc>;6Bsks7FSeVGB!)vet7Wpp!kC{yw_|T%jpW2NmOxmwd^6SAo6^=f= zfO4MGShv&WGB7qmU*}6#>Ro2yL)b(D=$D3YW=wb~%7DYu0*^54w zre?{x}PQvR!f3_(GT z%_(mkRrG&jyZN6RX-c^_thw#DjuPN?Za@YOuLq3QvlQLF>I|q9122B?d|W zU++BGF=9=^!I5vq1ebYQGaYN+E<-uF{=fKgO2J&47x+{3*h>F<ElpfF z@r;%>eH*XV#^7EAh(1Yr}bdyL)KKv%(_Qa1gel z;{{_hhNS&Xe+_=LQ635lt$gAjc}rq@^Ujm8CIOEdp9rgw4GuOI0wCn`{ExX(n3vpP z^0ygTwvzSg>ng*k=DdsifPx%5b00N<46_rE95}@eDS~X&?Ey zXaQpN8w!7@Ie7)`^iN$ns9=>W#PF09JhR-rTH0xQ>%+m0zZz z@B<_Ps4UOlK}or#qR7q=bY;CS%w$r;Or~;g#`81ox*YT6M=aii&V>}vTY}QV1^x|j zW67DQ1Gm`Bl2?wWd?kG#9$<*xdQW{8W5XtcwD z2~n$MS_x?|B*lt~NbE`~t)x+gN~lZ~DMK=3j)-VjsmM@CVi7CVN)n09Dis+rG@Z{= zYwxrF+vhsh`Qx1HI`8FL*WL|pzxVfhp69;r@AtmHU;oamLlRQNxM$~9`d^>aO$A264{Vz}afBzmyZb|H5GgJ(9ARF&wG}v zK;Q}O4@1Mhotw{Mufy+YD@AH6_CBg=nR$ylUg?MXk9&G-u^OWLI8jyjqV9o&u0wKI zzH?38$}EK>IWv>YnEB_n&OGJRwbRHsYYd+;a%NtJcIFS_>MIaA#lYC#Pq9<`!(S@h zws6q6OmP`&?8Gwo`b-{;fx2a7LFz_#kROQ-xxdbIu6<)eQ1(V2U61g|Jv{}E{9VD(_y zA#ZdtE$^?r9e=ax?BLFeRL%Rc;6bkVbJ$kdmv0pxKRjUzdf17%M~sTfyY#av%aiI{ zlWQl^v0#cKjASTc@U;I}UO&biDRNu${iGuR>OTF{pTD22+S#ulm39dopp%pkAnB<~>ZD zr}bV;A$2GyM^BtK9lI^z&hwS&EV?4!yjS#=PSi3wIZwh;3z2Lx(~fJnU2aCTSB0EP zi3j>p5(${m(ZHjIg~~qHHZdh2_dKZCYk8RPAu}ntDC}m?tMsd&R8OUy?W{xQ`SU&F z{4r-*>5(&bP!X*J{7K5QE82guuP#9BjHg{u@Q`xYevs_5I;{Vg??OQcZ5z6!yw4!Y^yxTgFzDP1tsg(u60 zMbAg3a5ES7slH;-_mCFvg4x>Ys}lCV-uJw4<}S5Jps{PrQ~OmQ@9-Y!H*_!MrR7v4 z66PJc30p{P%}!d66mAmqFutU^lZ2pHhc4f6q>2zNmg(J_^i#Ac9BI$<_Ie#oGlO!nup2^X_kti--Y~TbUh*g7~i}cIi+!Ke+(6-kEks974)Ws z2vX1J_|%O^XQaoW4p)$knTc=-6oU!?>Ud`6LaE?%>|iwTZPT!|wo4zRBNX zRk4=yX#aK8J={g8Bnf|#?_b{a#hUx$!)e2D!vQVaTa9k0km3K{RNqU2(qSkMf9kha z10WGyhGc^Jdp^C~ zU+8lMeSIOl;>oMZ^KY-)X~bEUDnvVSK|&Mh)2B-n4ygOkB|aElSyDSE=D--c(5V~0 zJ954FrVK~%X*>PZDhM9!iF#X_I9M&{tCP@O$CT0-&qkao#yRFlP6Wm5pQW}=3gk-| zHu=JjjJCZb!-+KJ_E#n=P6oHP;k5a43UgfJx0KR|*}L?cr!H=R=*Y1b2`+Yhe!6=gUW7q-au7uJXBUB<@v6 z0wQUZSz>USx8dL!BQ@Q~*m&~{=Nj`R?HyTG83}`pm zBzBh!95g5np{j(XI^}3A9^ddm7Kwb}RlqQ*_y*+rqi>wpv=BzZ*Sdl)u3Uk>tK8-<$m~*K0 z0J9NF>6bR5wx0uih)vjW?THUu}*@A1o`;k_o^ zcAGFe#sTGSyeLQ<_S{BIIM+R0SNV9k=WV8WJu)o@nhFoe^)g7W3Gp$y62(nKupW`g zRJy1&AO4yh)QT$D&lYx4A>hR#HX!c`ABH`%k*DWq)a-njLbJcTvWpmvxV_xP#gTg$ z@cPj5m4JMlOHVAyuMt0@n*qPNP53M9{c!~c$Flp+2SpRD`Ins?9DVKtkfu@V&+q>H zKBOaeI2q(OohN=c@lo^FufhulN=~Je}2%^D7bj>Lfm{Ic~zGI z3V8L^f@K6<41RM%x^!a`p0r7P@%r_juUq9!`x94g)B4P5K92V5#iIuauN4lm74nPN zS<%gJs;kv47Pb%sd|SV-B~(_U8qtj59-7+Bw6el#48}7dO!tVn*MxDLNV%oR& z0H-Vxa>lHG1eD`P>Kuk85*8#(LlrQa(#>k%IOrAL1jRD5)cdg$=ft{}@AjG|@-Zuq zV}Z3lZGgEHw$*kj!*Qv>U5S^ThU{xCOeYe20)i7ggU?pD<~=PG`Bs>`X_3?R1fl|0 zs#|_+|Nb5lMZ(IAq+%tsgRvxolM_olA^9nIqA5O2#NjA58~auGJ&^}6UgojtSSa-L zIK|!;^3x#JYp<3r-laC>y%=RCBHSjT2t9Sh$eE*;-nh1;%n*AcVTuN;EKX5;Ts9ZE zdFr5eIeh&10l?c{zdh7_=AMr0`~W@QYAMn(d`Gt9T?GP;aOMDs&>_S*NETT+KDlr> zPKCr0&y<~(vuxLt(C8oMR+B>@5r(2%?vVDcvubQ%F7<-jCJV=L;(lMrJO_s;P5|^> zZ32&=EV66o&Yha6Hj5TzzV#Je>2VDgIT#5eoARBfuUn^2w@zIXgM)d_sV4{yse8!Rt-IM2i+*~s)@yW>1qi=CDoOBP@ zkIcq(1`XydjHYC~jTHuvZf;sGI)^57*O@TkQhvc&w0nhV9&Hzd){yUeJuBK%y?z=y zb|$iSB3xTeBWh#`%3U@qnS;ov~t`ee^*pkjKcjHV+KaMxC6W(}GTS zRFAh=7YWN3lag4U8{c|-dAhnUMtwVkwy@9!#Y9CS5mEBNgWI_7EXM>`v(-&CKK@2d z$v8`k%`l#-e5`=zSA%Wuy6%W$4fPeDj|SR~$d7jR@=!Aqxe|r;=r&Azg&n(a0OF&p z^!E?Tb<9B~<2{NVW|8WJuHzYQ+yy%=dW*Iq+|J%5Ht8OjyzaNkvQb)EIby+53^*~Y zAOa>s=9}mwm}Ceo^-+i%lP>jBP}oL{bV7|tMn)z_*aeY_lZKux^+4mi2g`&#=^3$L zQpAoO?~&|rqFz{>wdN-hJCXJ-W1f{Wt%qa-bH=Q+0%k-+PR>!n8dWEimZW%;jU_kf z#tqztRx%AByJKRuK}bk)$nC{)pquR`#~U5K0gOSS6K{^;Y!`a&g}3BxRF#p+nUg%} zka;M%g)?10dURix>~d=P+9>pgA@cX&0LSxBf3ho5Bo}vH^9fnQ(rkKZA0M9$ZQtGq z4-IrRF*0iuH3_z1r0X{stFGFom{r}J_+SLG(glD1S!#!ECNrs})t`>;KVv>Ib0djZ zVbkMbadu_LTx+sPG}Z*Z^tE%|0D)$CU9NIn;OE+HNI|G^?Z>RAxDG(@U5xbNldb`6 zZ7^o0sO@WQH7$>X(3D(e_*1E`2kouB^VM+A z!hyAm_74_ya;|=iBgM8lzy8=W{lJ*J*lMN8Ccl9$zyZKu<`W>=rVg9l@cbb{2N@Z52+eoZo~>5|e5{G=t0K!!$U3^Wyw zkbrQlcvQNr-LN*B$F^B5f3AL7uX0RE+!HQ9=F;vzHhN~o_eihzNFK;44HmHwsr zQiyAbd5Hd|`&K{h*tP4x4WAa1D_L3U_`;RnT9mgUIwLtGB!uP_B?m;6D3}76^N#fl z#@klt;UeuXcl>a8(68ExR6t@qtH)iHe?C_~Y{p(kPN(?_im~TJ&c4OmHTWkx;|spO z9;`>QID1g?8-NCsWoK<|SW_2aQW>MQgV1+WwMXZtUy|=O;kTam%~bYEDeJFtiD)*l z!gKiW66XuPri))n9Rxs3ELFX6X86|7P-n_Mk^c~r8ECY5xY-6kcLgCe#qbhLc6d&FX15zSK5 z2`?V0(g*AP@_xQ_YV-MY4}+U9_nc(!F=$sHC>RKZT+|a#kmhbr=HwR+rmWdWLjN^n z%t%!CMg?O*>!@?+J!);m=X~WWYd!^TTpniB@f_AHs%rl6&8lCPwJ@5Sp7q>Cr%UAd z8=guw!4sb@H$3y=a%gLwQu6Orzus zs91}A6V2TxPQ7vM+EZ`4m%$U2B8MCM?AO|{I6G)c8v=gSoSx!z5NRNAVi$?PGf+G} zGG)Du!EN;Ok(7T_PusR;PIxVTI5L|hC_k5<>;yO~eS7zq5$!y5)#R`dxqsXrSP)8A z!93E4i#8Rfr5C^Ksckh-RA)5L*gPz^>anFuLqmf_Mny*X?7oQkY{k{h5lQ~9jH`#y z(<#h-zaqobb$Y**gh*h(XALTJ|2+EQnpXZIbwFjIr^SauGQ&GQ@b{Qp$ErBz%bB-BiV3;&nivioVCC;L zK}o;hsE9z}3CA3gmv^nxUGA06wg>| z{8*q4LTRiP=GEj6-D(r>i*g97(;mQ=p{4Eu*-2%Jy2IuCBxZ8V7f){c`cjMZ9R<7{ zhU{#9A*@@)63(8uCeHh;uY6Woxzg)VF@Uez zI-bs*6{Ov)(Zi9ToQ;AUic2XX)#jbEUs(6c*Pbq|r7FN-}~ z>(=}M(;G0N7nHTv^^~HL&!2bhx-%gHu7oJgFLBdGOKWxl?!bz}=v2{!b8YS|w zGol?ODY(pY^)JzK?4o4u<>_sDC)D=v$Qqno36;)hkVeTJ=(r>N$9p`A z@I!_i|Nc`%6Dsli12zx|Cg)?=h`d)|neFc;9gp9`k^L1LHt=X8OGBI%qIvgbPgs92Ik63O+xTJ>#AdV&0~lH=`V#~dxq z=yG7#wgU+^Fi--bneTkBX`AcbWqmRu;=);+B4h*rYaZ>dZq>nNbp*h*gV6OSd3g50 zcVtZMetDqJmNEl-^j4JMX)H0Ke5bM#rLBto zDk<=}D@%s;Uu(#9A5|3?0g`ld5u(vxxwLNV@&aXL<%ssSckSN4P2nVGWv}?MPU+cll3&WZ-tAw4+sl&rCL=Kr zP9S~e{3=S=-Lh_;uZcqB=6recH;|%C{a-bQ4waB{JEuL|l-36y0ut><^-Z_tn3Nn{ zF(G!)m(LBA$_vhz=aM13N6)XD;M;_$*n?6f0lbBWtB?!J5ybX+uMY?~fh-|s^HHU; z%G3DJa8i1#HJ{b~b?qgDX`oOBtEs8^Rd91K1Sm>c4M=yjx$d9;>`t`3)_7aF-o33E z4VYm#aBcZ=Vwq>e68-9RZZ#^x?woGu#Db=`Wqp~_q>XFC9}REQmuvji#f4o?upRYN7I_3!n3#*j^V@=X^Fr`C7z*x|kUR*LJbB>| z7Wo6#ui)_{K?1I-dy?LZgX2*U#t0N_&bPw*i-?1JMq6w1upR1}<_ANd7CFTSDkwNH zv@YOu)F3NO@+?TI-)KmZ6nuCr7aP|ijzE9VHl6b z4scCB{FMkIc^GUkTtIm9d=xCagwZ<6htt@J2qp6D(kxW2MbEEJk-nVz+XxHv12-o@@^n_Xg>ja;s%i~U#g%J@bd;!=Lkx9S_asKa~rPyBl#lk`uY%~(*rjI@F zGQG?p?>Y9<9BWVKUqdSD;M9!tSX;%v0oIQ!TgaFjpIeI}YdXgMS zBY`o4=3TwIK5bV-{S^{l?6UG{loa+~!taPf8i(!z5e)fACrL+GEZrpnYJpbB&2De? z`6<*aT5}kW25dP1Db|%FyST09VtqohI6Fg{M+l{bn$tGWDMyqbz_kl@51Uc-=1mxZ zSa7f~y#fQH0u#gw94Cmm6A(FfO>84y1oO?0P5y!2Ku$cV9(~n%<2w(d)*G5lWEwb3 zQ3gbU*aA6Tdw;W+-pVQoj=g=;Z6jI5bHSg|BDsLpF1Y$FO8gT=Zi2)kWW;d?gewwv3C&b1)+HjFH+fXpT)fBU z1V3`rwG7P<>-GVXVIJl-slIK?Awg?F55$+1Vq17R08cP&B#Q*n10*UeQx+}VSlV!W zfqGoh`SjEKOWn7TTmYGXRtRf^TItCbk0wsM&~cisI>ESsFm2g9RPxy@1vaxL0}~TC zJ)y#J4WTD-fA{^gpzc9`(36l5i4e3}oaWjGUQHVZeFHVsx4Q`z%w3IO} zneFq{3j&G8+^rlr!e>fgdqr-ySj3HBGsB2HYz2#?X@Q^IMDZioHPRK99Hu&xnk(Md{wW|54b8D~bR{8T?=a)34< zgzZk6pHG1q3yu$-Xb(=#*m8=y1JsuTqY$4e*1y=|na_iiVdg{vAQ3PUrx@bRgKUx= zBB`TZ@JG5!;HU8Pc?qm74QB-{vkP&CDxk3f>}>??PZ8lnJHMi~qXcus)0fGLQ~BIt z4dN^(OasG)1j!_p?%)T@HFA_Z8q&Syoc=js#&n2XvRXB*4Rjn8AYhb>1-ZypUUco_Li1%H`?3Q!{!V7IKNbIZY7!% z#4UKX;iCnS@aKc$ms=)&Aw_KyrxmR;kKReoT1J-$kk%$#{d#hRL9O3~3ESM`Q|aB< ze2FqL*F|U8$dNs#1b)haUEc-Y|9gW9;%j6HBd{qK@YvqHT}$Q;Xul7v$mmO=zbqMYE&-(8jGZ0WW<1mOaA;*xUW%-Y%X;-g~7+GdtXWlx(73{ z#^Vo*)sAeXG_lNYnSqjzyZcBw!6~9wGAIIFmHGDDiqWG+-SeL9l6P+R#VKQnBGXzw zEl6DOD?VrOGjCFm@nL~ny(b={DS-nD6i78rOVA~f5Xi~L*Bub`2xI1w?+Jn`H#b)j zGJQ)A%9$V|>Z?zIQ<%ev;wxqa^pBHu>t1O9suTX^)Fylifh#ox!nJW=it-SQH!b<$ z{!4GtRh5*)(QWn;fC%5AKS*k7R0zkLwAz+0N#Xbvf6edAeNKO;1`5 zd067EhwjNHI=1;sA{XQ0=9e0;Z|K$EYEj9tKl=f;vEsZma}1uiZiXEd>BVS6LuEGg z`=%xwhi@#ond6*Vg@lL+^&aP6=+dBX-38_P`E6PJIG!L^yvMsjeo{iRR4jNY7&;uD z;AU4W&1~AEHdtuID07aE%xgGQUg8HWpyBM#yRVeaNdgz zG9x19q)kcv6nMSTtKzfWjxPiv9R2c8<`6sw7_>aha%AN}yU0ZYO)tYl@Hpmgi#FHX zVtLl1>|^obg$osgPo>B^STdabx4GlPqVL*nwBI>%S;UvCFE&B~s&H&<=Lm)$I#oE; zDWhQVK+_e0+repOUky#3bE-&&#vD>6D9o#6*fXbj*!yTJ#$NX(QizO%EL50;u{U;~ z>E12H@Xf`btmntdGHCjsX{jfn_1x+1+ebZAB9!=}&{sOhc5a#o!$C%*v3 zA06aSyE^-fuw4X_gRtQMdwgS~AAA(vn8({-{7bXk&s8CCX|p`l&uG1(C}B_ol7p zi+(okSD*B!h_5fOd5Vu zlr}U%jf2+Gon}=pLmGXs(DmuHbpxo5Nc_Y!+4*n;KKOKvAS%waCFl6?ckbTJ6-@R# zE%IG$W&}xCKTayp`StgKPZ56aCpCTcBX%hNz=ZC&{3chRtg70_-`}6bXC6C2mdEY! z`I{`wKOjS~k;S?it5~ys3M-=m?6JI;ODo?ArIews@WDo;C9s6F?wGi^oVI=;MBhb5 zS6JAGQs6Sutg+Xkycim?eo=C2R$pY2!4X6tCbrkl{>p@3jY_s4pCK!;)s(^jtrJbC zqHjZW>T-{1s|Q8ImzUlZjeSs$fF#O%cHFFn2nn^gj-Zp!T`=wBGw~HDqvt{saBwsds45~i(hhd|ovD@R^Z*p#W)6#P z{eEQ`q$;SMKwk;UTzVCFREFUqPIY`N-yg_s5zVCJ_@;zIwt;|z1f(M<0m|~NoB_i} zj{N=PmuBQ1E(f(52%`nUiX+LYh{K$6qd!*~w;pa4l(n!SgTYiomFOD1N!o|Z^*Azs z-Gf(;rsE7cadHTl5zOoh@*Zpgbx5B$?Zum3!^I<0#fQv9T-cjw?LQ>E8=gTpKWBX5 z3WhP7J%lS8d0ey}u5K9ph7ftnHFnwt+PAc}`qcQ6*&Flauxa1CEx8F~Wm42RU{C^h zl7!HtvkaeiLFclS;E2c8do-xff);{>F=dL#dBkU6{;PnF8f~`5xi|K6xOmapNcLu0 z8&ldpyX8Z#riRK0io1Ttjvd2BESJg%y2Nn91IBv>1;1vhvL9y&>T%WZaR;LGY1|Q? zNVH0U)AI6aikY#oU9ZAe$;4#I!WAoOeA;$jh*vmVF$4PONVsK5XRcj4@!w!keD{U4k?fo~d<|~vhpQ%qflB=SsvVf& z^0mysJ!eg)I8#Q{{BIf_&c)R=Vr}9n*>YSfMU}c^#zI3ghjDPR=M+!Z! z-1z%9lg^mEPHgnf^)}C|$PW5>!fK^1JuA9P6=m3MeXO0PsXKX6u@hKYWO`$-D-|zZ zP8T0FbJKf|{fRYAOYh~@eVKIMtF-;p*N59ZxBo1Ob3E`#zJ6>@wjbGqOh2hMiw=h3 z!LY{%0@EkQl{*<1+b^DyAH2#jql-nfgK=8^(hH#LaSdm$#ML(J+$Bx!(O=*EYTKoO zbv?7|GIY