From 98c49f8e82f1eab125f596592aee9259fbc58b66 Mon Sep 17 00:00:00 2001
From: chenyushuo <297086016@qq.com>
Date: Thu, 24 Dec 2020 11:29:21 +0800
Subject: [PATCH 1/2] DOC: add README_CN.md && update framework.png
---
README.md | 18 ++--
README_CN.md | 203 ++++++++++++++++++++++++++++++++++++++++++++
asset/framework.png | Bin 954393 -> 128664 bytes
3 files changed, 214 insertions(+), 7 deletions(-)
create mode 100644 README_CN.md
diff --git a/README.md b/README.md
index 06b776808..e0d72478c 100644
--- a/README.md
+++ b/README.md
@@ -11,12 +11,13 @@
[![License](https://img.shields.io/badge/License-MIT-blue.svg)](./LICENSE)
-[HomePage] | [Docs] | [Datasets] | [Paper]
+[HomePage] | [Docs] | [Datasets] | [Paper] | [中文版]
[HomePage]: https://recbole.io/
[Docs]: https://recbole.io/docs/
[Datasets]: https://github.com/RUCAIBox/RecDatasets
[Paper]: https://arxiv.org/abs/2011.01731
+[中文版]: README_CN.md
RecBole is developed based on Python and PyTorch for reproducing and developing recommendation algorithms in a unified,
comprehensive and efficient framework for research purpose.
@@ -161,14 +162,17 @@ python run_recbole.py --model=[model_name]
## Time and Memory Costs
-We constructed preliminary experiments to test the time and memory cost on three different-sized datasets (small, medium and large). For detailed information, you can click the following links.
+We constructed preliminary experiments to test the time and memory cost on three different-sized datasets
+(small, medium and large). For detailed information, you can click the following links.
-* [General recommendation models](asset/time_test_result/General_recommendation.md)
-* [Sequential recommendation models](asset/time_test_result/Sequential_recommendation.md)
-* [Context-aware recommendation models](asset/time_test_result/Context-aware_recommendation.md)
-* [Knowledge-based recommendation models](asset/time_test_result/Knowledge-based_recommendation.md)
+* [General recommendation models](asset/time_test_result/General_recommendation.md)
+* [Sequential recommendation models](asset/time_test_result/Sequential_recommendation.md)
+* [Context-aware recommendation models](asset/time_test_result/Context-aware_recommendation.md)
+* [Knowledge-based recommendation models](asset/time_test_result/Knowledge-based_recommendation.md)
-NOTE: Our test results only gave the approximate time and memory cost of our implementations in the RecBole library (based on our machine server). Any feedback or suggestions about the implementations and test are welcome. We will keep improving our implementations, and update these test results.
+NOTE: Our test results only gave the approximate time and memory cost of our implementations in the RecBole library
+(based on our machine server). Any feedback or suggestions about the implementations and test are welcome.
+We will keep improving our implementations, and update these test results.
## RecBole Major Releases
diff --git a/README_CN.md b/README_CN.md
new file mode 100644
index 000000000..a87d67501
--- /dev/null
+++ b/README_CN.md
@@ -0,0 +1,203 @@
+![RecBole Logo](asset/logo.png)
+
+--------------------------------------------------------------------------------
+
+# RecBole (伯乐)
+
+*“世有伯乐,然后有千里马。千里马常有,而伯乐不常有。”——韩愈《马说》*
+
+[![PyPi Latest Release](https://img.shields.io/pypi/v/recbole)](https://pypi.org/project/recbole/)
+[![Conda Latest Release](https://anaconda.org/aibox/recbole/badges/version.svg)](https://anaconda.org/aibox/recbole)
+[![License](https://img.shields.io/badge/License-MIT-blue.svg)](./LICENSE)
+
+
+[中文主页] | [文档] | [数据集] | [论文] | [English Version]
+
+[中文主页]: https://recbole.io/cn
+[文档]: https://recbole.io/docs/
+[数据集]: https://github.com/RUCAIBox/RecDatasets
+[论文]: https://arxiv.org/abs/2011.01731
+[English Version]: README.md
+
+
+RecBole 是一个基于 PyTorch 实现的,面向研究者的,易于开发与复现的,统一、全面、高效的推荐系统代码库。
+我们实现了53个推荐系统模型,包含常见的推荐系统类别,如:
+
++ General Recommendation
++ Sequential Recommendation
++ Context-aware Recommendation
++ Knowledge-based Recommendation
+
+
+我们约定了一个统一、易用的数据文件格式,并已支持 27 个 benchmark dataset。
+用户可以选择使用我们的数据集预处理脚本,或直接下载已被处理好的数据集文件。
+
+
+
+
+
+ 图片: RecBole 总体架构
+
1st$~4RE3DR0kW+KtpF~bdZXwfu0RJroW z1i~+%eXGXCCKapS?QLfph=&Z?h=i%2SE%r1qx$m;q&*S;cN6J%K@m=(uKUx(CJ(X0 zYI2jNm+|pcnd;5O@KxE4My?4Pv2O?`K8?2z2Kl6IJn!r3fOb@v4dJLemqdutp)E(X zWlcZ9SEYHH(EH5~VV~$;5I&O7!#$#$h#3+bveITpsajSh5~@rU^yPzLg(MW3P2~8` zy+5R;h9he2e*9_R#v`OGc3hl)A+|MHBOMZ%YhRkeSd(CfH6>u0;*{6IRcQGzK62?Fei({kQ%-mxjd zElN{DUQPawOaude)1Euw!o!=0-@|wfSFdwRIBh*~U3W*R@-B}fh^X<+Pz%*V mJlPL9?CklyBs&Jr>z0Kj9@`nz5c*8feki6q-?!x1ALr4z z$~9fhX07+QZB?md)YE-3BUZgC T992~4BO;&AGC4Q8St(6&7+>U(zH8E<#} zrMUBLH7xN|ckuJ8efTXNDed!dViwEL%j2GGpSa`6lffd%I=gLm ** z5gx8S{!`XuZSrSLE!%sWDfeteN@@HYD3sH6f0015eD~w^$Nin$ -{M$XTa)pXpecR6!o55q$2i^gu 3 z33>O3`+3frnok8Pwaq_A@YigsrhdIthb5{^PA-e;B-RL2-5&;D?2Aa*s(cJHIy%4l z4BZ}>7=C+q9$74n4mLHl9o+sT@en;O9FLO;+K2t7!~o@-bST*QoTfAt_>|6~se*T< zbAKPDA9r{4m|Xne?4WOjea)yTCGOK;WWGsc(Rsb|fgxpi0DuKzZi^X-;NTF9HI3r@ zY;{JPLu6<+Rjyo8Wh#FFOLvSO1ah%+j@o~x6Ou-l7fwZvUs&}0_hS~V8W_XeG*Ra# zUNyB%ahR8QlRGx2rK6^;RsaOzxIcnI -`dveg--@{HkDAKTs zWA&cM`=Pg^W66_o_D|JBt+Zm8X6d6{oZf%K6?z^keps0 Ce9pHIf7pcCz8zQCk^p4~Rx zALm4iK?+7=9$2E9>{EgP89qq{7AO^3EG-Eq6#81@(W6JxjSgWdWvW%sPkg1U#xPi7 z0vRRccPn37_|4HToB8H#di|F$uOAcKQyi7sWFfFNE{DvPt}pJLj$@~j4&l*1x&Z== z$Cz=sc;~2_UnWxYhV}XV^AdQiUSqEH-D;t@I#dqfLbFdAJ#V>g+Wd+8OnUBE@4rHL zy1(>x&nl}$`aFURdt~24Zxo}3ViJ}X>5j3!!<6`{G?Z7h(7cPKtxTP%vn1Yy= sX{n7MCoX87wA-$Lv{^++AxlFV?fjqcCs z9Zo?HC*Zlc|Fcie+SU&aZ=-RuL?g+tRrk(%R}&=kYP>bp`nD*x$aqZzcml3kZuh#b zZDV47^k92OgscB3t`p-stf*#*?g+sQC&R`se1EiNXJq?B`EQh-?;JX?iW5AQSX8 z@#{h&2NC}l8d`Le$ `%>DUP~D zi8Y>qc=3HIYHC5HrNlI1{-`hST!O m^qX%XS^c=1fV zSz=j^88`n-#|Zx@i@X`}I6G11DFH|Y+K1TjAb2G0e(%F85fVJNIivLLFY*!i3zes(6*vc|n ?e2LK>}hOKRh zV@Yw(bB%BYKP;@1;MIZ+OMJQ~Pz^$AIz$@0xR~|zQ`lFGKYN14o xH||`zW>)r`|O#Q7>=iYO(55hJ@RO|4C2Nh)76~JkI&S zV`RbwYzn2Ndpat$B;n0=*Dp>sM&uH;K!(Gx>fCvYj<4!ota6JR(pVKXWO9)R2W}r` zm34onfB&Ux5K?4SOe{1_IYX_ox};502%X7U@0*yg)*@6C<_UyB1O0ZHzLo2t5|YM- z%_TLZPJ3{*`d>0tpB^5)GB$>0P4;&ksaG1PNfI_q+V!e0A)BLC3Q+XnXfVHNKm3eF zv{f4QHUbYDf6d+7Tj*P5rOctPmevCa$ppSAey-85hzO@hyVFy*su!XlbU)R zyuLr&wnPN^{^7~ONS%RnJRKCOq1G|@@Y#;-@58Ge+q>xvEi7B^2MHv~FI&vrf*;fa zce#mT@om~Gt>dG64W;1s?>`^^+V;C8_)x?C8}XFjk#3xU#PHN(_}*EraKYHu+K$&! zII+A3(i6`0u1C_921_bg5qG+5%FnJRCMHJU8afr7Uu@OCmq4_6tm#2Ynkda<{pTIO z!%&{5fBSpIR6!GL$nX6&VZ+0Z0sfknATLdn{u6Q?pSq#7yori1eZ&UMjwZX_w~XH4 z(k>g^-bKT*=f~2X)n?Ew;V^y8DC!ds$Rl1fYygcn93Q~PIQ71YyhhS>ZiuEhEf!aV z2IeYOl=$F7D5^`s=;q=cttr!F4VUV(yWSLwu&`j#vGLJly=XbSX?M{T@zE>Wr_~_N za{My?47@;<+)bUQ@5PDgrr Q5_jMxLqk$anKkbnAL8pRdV%&J-BJTVjQ2-A`T0Eb%kg^3k&^y)*^hd zgFqE;7YAvkxc}G)WOhT9Ua;`DfKk?ckr|5+dZ7q4VN DDt}`HQ@2#WgXe4zCk2%c*R)#+A6}$c|5} zh~+lB^d$Q3z^@L>b38VW)<+Ouj%bP1sBC`MFN4=E($y0Q6LJ*sW$F^0TCo3eYY {giVb18xb>GI;w(-jQ!wu1b;?d(gRE7VIC~VA-Bye%~ z=2lJ_9A~|YP^H-Dmu+k;09FC?AS~JH);^p_pHxdN47jUgE?Z~~ysFvin;6m(khaQh z^XklFq`z7()d~(sVUyw9yjfVa*xL~L!mrJ16}y123(Bx0>EipR;)8U_cwfj`tB02OEDdEF{dVmp4dKa@a;@Nxl49Pu-R0 zj9Mfdr3csK)7Vo58tx~ZQ t5`wGWx-neAxiwK-RPA7D%EPAb8dP^qdf|C3uBeDD z6-g4Dn~VC1rw~;{ 3j8}R52b-Zt y9W!sP?6)x_V=ef{e^}z}kE%D~sg}BA$BIkNsZay=u84 zVe|RXPZco`<=#fEx35>RPqJ#K!Tnpp&g6MVvgT)5w^f(mN{w0bkD(Kjb^E5e^^TY| z)|%aG{c}!-*_7UAjuM`pqZS_R5|_juZ!0RCwCWAHC(D=OJ`mZfD=Nltn#%Aiq>CyT zN#^ZOJ$N@Qa86`WS;roxQ+M96dq#M&CxX=4dWT`xpUfIqW0T(rf75+;0Vv|^jP+lX z?9tR!kQDYMRqs~kHLg@%pQj*0`Mf1CRkqMGUdZf($UJHb>`Sa@zd>CcZf>~w+JJh@ zZ+v+~?d;Z{Y}Zq120TMgY`J(8$&nx6 LY-%Y9u$gtu?H zSX7IGS)2X*4hD}!zP`Scj 96IDSIwZuJ4uYl0Q=KY=%~( zvHmw6c5)4%FdS^K-1Lm;Oe)|6hPhSdtNDcs0lFOSph8W0QK;x8pXog)dZ+V(N}K2B z!BEMw f0AjT#O>;R03e Rt9I`sNtzzt-=xX?U(*>X+GrgXy__s06p${Fv+Ld~Ou%b4fSe ziA!^CVEA%h6l0fwfZ$+%bg3$F;6oeQ_wzI~-z=~1aBb|6V>fDR%=IB^6<=d0osynF z)NzVlQs(wTgK$}vtJJVCt*_T|2w@XWwyo8gfxAK`x87#sb>YawNZ{DF5rIZOvH3y$ zu0`xQ)#6V_HDj4C0wUS(`pz{$>c_~$Md5cXK*z_2 }OCM<49qrTBzyuw)4C+7iLn9)c!YntCCh>lMy-@P+*-4uEya}p4+!tr<*J5b!d zezz8vT8QT%L?)LDi}sG)e$lglL&?^b%KL 0qX|>H1 z-pf&fz@UeUDcfSbUU)BBbe;Ze#PvF^cAp03r!a%xmp8OTbo4=CD!!;st@mz61tfwB zWP(cYML^y0?azi59$PSGj7^PoUUl_Z>=`t>zqNYpfBN3cazsY7T@8GjYR(CA<$bh7 zBA5HxcD_M_;W<6M@$Muxh6xE5dvJfxV0NL2$ueeCHi^_X_hpRSs-Mch{lZMYO0+QP zG%8&l3A;QW`jMQpt(qgpYiVWO&Xe`%6TfZbHXG^4H+z(jGw~ @Sem%r!+ek@mNn>*781W z`0DdX!=E4aIAr*Aa_w7+rfcoWRQyjkT&5la;CQH*)vBFJHC*gLsoPvn3|xI^W+n~~ zFRu#V;& 1RhOGVs_(w5|8%^?doAL( zX}Tf>Ad)&dsQx0BxX~fecLo+lMuVsKl`j7d(*TlGp4mrhJADk}%Bj2>o0Z~V!PFaB z@E{oiK63EE!CD@nTI>Ak7PArKjj3&ikSjlFT#OzEk;QgEF-WA}wcL>;_g|(RZv+r+ z8Lt{2UcBv25$`KRMn?I4_Pb2NFZYO;!~cRT*AELD>znl=L2kNqLxxzwo(+4dC>r0J zF5<0;@o^6G1DRYu yo=!IR7&$cEq>Iq zn8k(osshlS<+RGBnvC1lZ0Gp6z$V3F d5BOJb!+Z|9bN1RYXq4>s<>QHG*B8YSn_a>x0Y=8Vp9O z*)K+s>vAd88rrmo-Skm!XkSZr>~?~Adeu4~l;bD1sHi63rs_-PJw{Z?b*x#Q-ClXf zoxYgb1cCas9l!kxyvfo1$x_tl7`4TDRcQS0A+Z1jg(fdGf5t52zhdTpvP9jmUl-mC zAofGCw*x;nkr=O+g)nIJU6E#kTlCExjX!Jw;R|q7KONhc0@UTI6er{~z}AElrGy|s zsO_k2wHjY(@n2d*L_~O=?!`#lrpd1#e*HB@)T79V6o5FCO#D`>+Q{-DIgbP&r+fi= z2-R%m^NHgkrI~AF2=DHg{&|J@#Fl`!wtw3@P>S=szWRDG-tEySB*b8v>CDBF74P(E z>UnlE+}CT(;La>K%iu9v<6`%GLu7x0S!k) p~Oyz#ke&|oAHuV^Xo|B zfE&Hbquj9h1`1xLmztWCoSaVezLz-Gg04M3<6A~byr_v}YI$%0EH#S(kYH+byl?Ws z*~#Icqo9Yjk<0wPxl$^!PWng2Gu$Y2O(E|2xhXVIWF(L65&O*ydCa45*cvSM=092h zPMNBkzLfo5c>v#tw?Mg3wcc>H>UC)pqp~|{Sm@WZ9mM4$JZN^JmR4$hlO5nAXhggt z=IUrWS6lcO+YsUB`(n$TXiF?Hy?uR9`5y2>*%@7kZSX=qXJlFM)_D9Q!Vyrd4)2P3 zZa7}h0CFTpkANT~l)QUvZq_&b#r-pr<@iq|#q>$w8kCZMfck!7%37gmfcqFoW>adZ zIUTy7Aud~6TN@)4@ `_cvyfpt(94gtNk@Pt9(?P4)ePc5t`3 z+L(S_sSHGU=>Dop&fU>nKU9aG_6a8^{=Jc0j-s#|cpHv&OAe2XiG!jAhsB_!5rP(M zV4uKUS7u1FsQ>p!?Bb-%1i4%?VK?ZR-F&=pfS#US?tMImmzQTPd%C)PG=BvWM8=F& z^YVA`@OX)ZsqY|8jq+G51>7A;S+&3ejgo)7f+gyY<(GD3OX&nxhJ*-OPZS0BY4mjr z4nA~u?*f%kB2u<_i7*{HSac#Fq0|F2@8a4(IV&q-G&d^0sazF nqodjfDZz^`!zf!!2UpN1!G`Nt?yZ z_vx2IcKs_;2?=CCFLV^8nictph )B0_CDEkOBMh!=2R z_<~$uAzy3!?VTK*8k-7{EUiBOCSNWQGQeSIXn{pGO%C?p-fryXVvYAR)xcZ72PZ1y zbBalSvfx{HMeqX6!87kzDvj1jbUm8V%$rmbdh!K|^(7@ylBJ>;$MdVvUV0}n*ypIE zfTHvBA+^O5QplizdsoF6o3j|>vxWq
@j!Xxw*KqO2>k$!^97hT65R<*b| zIGtnp4hJWjl)<5|etvcV^S?gN?6teP{`~0^1(QZ)XJ1l+)0|zFBW?n5KMoL5tZ68m zSp>!{W^tJ9VTD{(=I#v4gdCyLF)tb9%ANXrJCIk%(_Y-6adzZx;0hKv@=p=wv8Vg z{I!*RX7~xWYKyk!c)=p}lP5;b>lqm&+4c*I1v+*7nWBnbqbVS2D<~u+zs1JDxa`sd zB8x;1C-N*74$m7I7}LzoX =#lrg1UHmXMV &kV^HZkS^USz;28G-!t$rGf6^}+9w=LYG8 z_>`2_^0#f=d^{2f4`UqfDvNb*!<1<`tt$!N4C){&Vk?HYNFvBfU7OkLgiU32L8Zsc z J5PEIp4l)x_+<{_ghj1+>5ektH#Akq^uetRT7 z`wUiJq!05ICZx+NA5TnOKR2E+=r ww~1t(@>QMItdk{yleDzrvkMq5{2V5hLd!4PYT~Q-{fLi z0e3PIg{+{=&y7HhfC<4PAc?${#x>r$d5dAd$5Xb1*Hv1A^i+gKFnb9vI%|_ <%a}$ACjD zRtmmASy95~ @j`R54L?LEMg{QsPm_h1ia~5=s!$vj z+oaku19G&@d>({_e&4;*W6`hD-QnF3_KBj!8QaB)zI+r%?Lbh|v?uYiMqc%q)-jhhMGr zoEl%%`s-_Qng#FRrm4N r3U~ClOpFtY_S3&91gnqr@lV~adEKE(-B%4*l z1nsJYfXQ~>sq-lX1%=iN7aDJzJvvQVu*L04bR4!FmVn5Nc32`f;5}eA fLFm|SQfeci@NpB_@rgJ z>IFmL1aG>W9v#_igawCW>r(q9vROqzLs-ArO@u1M84SVsuFft9=gxLt3wRutQQ9xM z$-7{=xw+YDRf5TR?FBrC5~N9%%3U-m`|M2nQyCe>Z;UKF0y+C1ZcYgq$NB?dsDY@Y z?VKp>eWJ<3gB(ZG0z0+V u{-b%%nhM5%sEI?P8>{sB)sq)5FqE@e#fNBC zlWH{p-IiSHl4Sp9uGve^b!(hRI#w3~v7PlqPv@hNJ8T5mhd2W1GtrivUFnzN;+WJ_ zfo7j`e7iX;6bO}Y>qA!U@m~Y-PqSYzeP@R>P42WGE<8Ux?bod6gi`@+Py1Xy+M>Q_ zy*Hl~vMV5CM-KPTHU#U1qZMPMVmWT>%@OQmM?(z3(hQ;!0te;(3`VymYV(Jk-H+QM zR-E~LaQ1uBqSlGFglp{M;!(nwTJqGHLV%d*p7IBTinXQje&{ZPUS* *W %Mn) z>7;Jt^LY7O8m
gP;b0 z(Z2!t{_T;;!JjR?KinS?p_aV^mkfs1p)>O9`HgRFooo4?Rd{s?jaQeKo%p7`cCUBZ zf(o7PrtPh{whm>K8!)fU5JZ^|wCluqfHHw~kx3y~9KcPh7pll^`s5EREqEIN(xo2p z$Eb1EA~d!ZM`>U9VZK$uH>>knSFuVnK#5VNlu8xT|Egl;1BpxmJ@${UvMAi+J!^j& zv1+C!Cb~;z=s2BC9bPyEV8@+jeR!OdtyLjWV9+KM9fKWQdk=xbdQhAFu91MWMY{dH zIiSm488`au8_vc6$g@$`J8=8c j#t+e`n*46IFUvAhfw#8XA3 Jj@fO #ikSLUX0=ZZjL=D+Q{x;6XcK!}h*s0=wQyo7#r}^jp4e z!w)^B4$q5?8M}GOWMmf k7hJ5Q65zv+IYzXi=+>=`H7{ zkzy!?zs@RwTn#{{J4ICh0aWb`-+X@noXKS_Cm=fv9Sm^J+CDrTnVfw8S#Q<=3lHC~ z&VA3j #}-*E4i4FH4W%}}?E`8%yZG#!3 a%FtdTT3KF^IdTrn0!kr9tF&n4cfBzepgM itNaCG_tg2us2Sp0DkvoqUQPC)+`~={CVE)VZVPLghx#nbVHx_ zt%flIxDqa&ywK2x-B>h%oI%pRC+4Oue&6B)ikRU;8$>RNAyDG4STe+Vq=0 vV;omEz>5iZHNy|lEKp=-shpD2rB=1q) zbDEAmj;GULo1(vVp^SjNKXNxyT`aRrj rig#lHdrK4@u zKivzw0bKo&P9l?0`tB6K#s7@#67GN-XalS*v{A@BhCIsY7VT?2?xT?*im9@o>mEH0 zw;6(x*;YNRE1$0DiDB;HP6ImcC@MJgZkzt!d*~VsUHJhSNSzAb@K{iP-Y+sSM?AvY zL?i7_pR{;J$aP5B-sg44c^zZky^Xe6w+|;vbG{)}`p O`oqmf5_@|a1d9$1SMQxF7ZYVaA}0qo`rmgrK=fVXLSM6ia>0iW z9Po^xpRga64D27}%%;CtR;ko7XyH}$#1e8s`%1^h$G>@Zvutc_pt~V{Ej>1d9sMJN z#eWu+f){Jhc1Cpn4nXCEwZ9ZV)b}iM?jJSOrw&w1ab- Al#4;L zG1_rwofMs&ofZhipc)4oBl4i9;?WwgO{wV6aP=6V647JSf&2FS(gWf%hUYF#w_0Vo zvFB7L>C{WRP^$E_)ZgVe)ZoiU??(d8LmC?!RorKM YY2q{hoNG|PPV=CR|U z-~mpeGwZ vjCU@mMOc*qKpG~*^8P%MY4!l4LA3q1){OZ%= zt{79q!=_qmY~Z2r>9U)@$iO8WOEw=TmS;B58}o>90H*OPlm&zMRY>Jp$Whs6w!&)q z>}DlkJVTkZRq|WoC8#K(eF`x0@%f5EM=BZ`RMM1w=qpK>psJ ~pg5tW3Y GG zBHpU@4ds8b?)7*YZEy65n6FGi_m0fw;!{%@?uCeBH|I;D4f+1w9)Cs9ZuQHvTJd9n z8f96fOLWWx^#NLrZdD$`Ty@03>hYTVn_$_tnf#&F4rO%(g<9Plr3vef3Xou?uRBz& z36Zz|BU0R4$VCHmaPU!eA@h@jUSPK2&e@<2Jdj!Qh9RAlL%Qe9?)``ANk9PgUH>-t z2vD|8Ck4g-=r;+-@ZL`pyJM~~5i@0L=MFsAj^OIt-i?b glY7=Nzm$bNcM**_M{BP3|HN&P-}`pVR$gy-zL`6*#{R zy@dOM+FFTDoiflQGd$O>HzZtay?vb6gH8UZ#o!_*Ec~bz?uQ0S2@xtZ`_<^}?M6_* zVhDC!1d#Om(Ew~E3pSt}L$=mcZbTx)->SrqEwX=YPt5HorF#JDT(dm*Ip*Z<;^|y@ z*4SF&xwNznr8#|`grES2R<%~^KZmtTfs7M}Bm@I AL%$O-%(v#+l^`3Q-(mgLqj>P5NfA;<@(DtVLj!jY2rXD(2;=J4qqup$r}6f z^}L5;rmdkMd_!IPj^-a(CmBGHC7EqlAiP69CU0*HJ3ZA0M;@?I1aqrB<-=8B2_N36 zX=?T~N-@Jrb6K5DVPCf%p6x{m@lpjJHMsC|c%SH&Eh#5T>w!Xc&Z}R 6l+62tXQVuJ@jDqW`66i4z44f^7RTtWKf z5Yc$)TX~?`W~loh^K`n#o*5&R7;lTuK`1&9C4Y5}{}A!*S@zQUhN`CPF4vnq#BB|x z<`)oUfkOOb`{VO#pIW;(HdY-BGtT5AfbL|TI=VXI`D4&G1@!K6A>2su@guB3E$Ke= z_Y6H s85HE4W5f;4$F{9d@%J-Q&3l(4{JKZI9~)j2!@m$D|aEzqB<4~;t|47W&< z;?vPxx#4Ds_2`s;jqzt?jr^iCQFM{~0b(L487u|+emwSkKH!RIf=OM*EkilWFaE>h z5YU1VNvw2xzJf+e`_q(b!_uZR+fW?xQpJ*?qoZ?q^<2u5l#1lxka8C2sly~vX+(0; z^?hMK-xf9(N7F9$7y{Bz2K6tHEsgTPPf1L@cF^>U07FQ2w#k>=!iemUgk;RSo&7kv z^}&wSvFCtB`(7l2?`pe9^^B$T&y}eEC9*}ien@#1?a9fBp^aV48*D1or_|T ?5i@@LyWK1M&oNg8_;|X(o!c9C7cIp_*2WC9q8ZIkqY8K) zP?4~@N}N&@E`{U8TQ@n~BGD^oz3+)L=$$y yykLKt3NjnZV77o5Ar&3mwlrKbF*d}Uug=(cOJq4`iKp8UA5Av>y zlHc%hlGS;4a&I=GrpX-{f>W*+#ur1;|9L53>nS~}b~w918&iu?;YwG9?-mbFnV$6W zd};uqYvg!cr9y#xUc{S9p3m;bKoT>^qWWsmTa5+psD*J>(QqVWJjp^8(?fICi4B&X zE}&|0I1xN_+lTWcr%r3#G@0}A?Jk8KAe5;t(gHJSt~|Cwy;h&UT+L@^ ;`pidc zQKpXs`O)HEe4-8cwtMhI;cX?ExZLC&D7E|;UTop?+Hm~C%_Zj)oe|uB0lL9B>{#t~ zmg))V&~TFEw-%gy-g}?k!N%xsD=f}sgF_e*&*Wf5z*eZ{>Zm1euL9uU@Hj{K1MJCY z^4z#T67f2tMG|&Wyd^l^-IZfu__jJ#g_M{$h lN4=0FmCFk?Q!L=QaWE{A_ FfaZv>B^qhsL>>b2cL0LXh68Y;x3$ryz}ESKYX z2<7OtcpyoKQc!#>Y>=Iyz?Ad^`hq~b-3Vl~?P{R3ee@^k8 BeH5wu{5H8eJ)Y?+FE3_b=|decx(oUcn{IIXH%cV%hky zp7%wxF1b7i3+@~nqXgY&oeQ@$qdu|sNmi>lU6E!P6X;NTyT7#{e1JeKjhwCZ=TyhU zIF_mI&T?>ay#nTVgM#9?yQjxflH})OtVqj?fxx1OmLAH2pT4_;K=P4LmU#>xL%ypR z7+Ct8ZD{}_tx?&VEh6qd*^R?+cmE)l>v?m8YF?@x!EA32DrjV!CPF*?h`^& Y$PwqLqIKf|d z75lx4-vJyQ 6Ikv-js$+o$xZ?&Ee2?muN6QNs_DZ zAEJq- u8VgzKPuY;OcoK0NNa^%<%UWLIS~{Zbyc zd>dxCBJ+G>+i4REdgTY8y~%li&PcwGgF>nZD!YC^JLB1!JOqcf_3>+0SmFc_&2qSJ z$V5|f5eUr+8HY(Gnw>Rf;KlmX*syyjsY#;PQSy_RchL&?G3g}SdJ8oUkBx*>z*Q@S zsQ(P5D3|F0>!oMOU{CD9r3!9PT3uUlFVIEJ=X2 ryi$!ddr>*JAxatMM?8s$2aDw0-os5?Cfuzs}CWvK8#P5&+^Z2W&7)bA4F$~ zDKqRFG*Ik*;)!ok0^6Zl pFZbczor^%+U04L@#4t8Caq5^Lh5&VLY#FN#WA*0fQO|499<~f=UEdprDE4Rk zdrO1_TOq%Gahi-<=I-*0PgGd0Jl(K-F7npn?#d0c18UB?&xWhYS#-~7X?KjSNO$;^ zjfpu&-0c_L9fl1fs@hiWkoHAA+XsF;AVJ0Kdo~&Hrp}sod3wD+g=p?JlCX?4IA4%r zqUf{ni=_T!$+>RX^;X|o40eZo+lc4PPXBa}n(BY28tW0h*O1=p6Q}H#zJCroKUf?? z5zX?$C&;Tm#KK=w0Pv23b1)1L8Y-2Zj|9|<10RB}T#1<@ #}uZ z27^f AwGgmvg7NDw`m^=szdBOrkUN6&==Y4xC{50#C*ve4bm)x`?(p}V} zb?I{V-EV8Z#Q{v2_r6fs!;Ibs@iAW@G^9aL^x^^nvCbVW`_>=`O&r)lgQUcytL>!d z!qm_91vk8p^BiBSl()UM6aHeuPe%UKF9M%{CUk`%+1jV#zUw(L>YlCuvS-!HxJctL z&_@IF3Qn`~zvr(&j~Ib45h$3d?+R~jHjxbfM+*R@I=7zFx1z*$bE|fkCDOsAMuzN& zxxGFyMI@xKhnQR+1$>=pmAe$XpEczBY6^QI{dH+1k!%Ix9NXs9)m8QTIL|Nlw8PCR zcDBXFn67j_Q}5^#?}ME}N8Qu7@g*^7G&BJr0aFi|x1s-6&wroVdkIOW{Sgq-k zBEyw6fKXyeT3J-{s2A}LKBpD?y$}}XxxMzN?cF;A8sV0kp!X06;8Pe3i!OM=nEvm7 zDsYt8X)*L$N8-Iot3N`&@v5u4Yx#$i=FLp2q $7=sRtUoghXRwtJ!6}Xvm!09$-sI zVd) 7e=gzns rF8mOBfxfOJB^-5Y6?O zR;u@S?=Hs&S`yDZpHn~k8-!+6>j6@G>7}E!fX&%7;E6Om+bp7KVnCXbm%4F&cAZ@< z%KU6;{9?JvqOi8b2_b4rF&?BC _B`f2@s4U0hwZPYvM`_kX4FQTh&&xBrZ_N6PxG zKZ?)yksv~|vzAl!vW?g7b`x>}t;c^jMW5=>pg|%@nIA%c(zdGtb3G~6X>XRdUbi`Q z&jv^e7{+H(*x3h$aUbD!7QE%g2ZAbzrf=csSZREyj}V9zxY{vEn!fjjCJ4V6Jwr>a zvK0$wbYV^#1LW|G%-q<-7BQ>M`E1ky1qBFXYJZ`t`}R7q)@OAy;@9;#ij1~@fp?c2 zdF$kT+tvMyZ{u37V {o7`s5!45zitbK267noDrBz z{YajUX_4A7?m}k5z!>$}zrGE$*Q)#WovrHI&_31BOoPk%qQ?^>^Th@i_WOIszxgRv z)aG-ILlCt<@}o-CMBUvH&w*CpGVX`}d8qx$kik$|%z`uy9jgfS%S9n1dA{4wJHqbv z>7VEmpY{HnnHU}{aTVvY8FV)kFV s<8I^w?HGY83~ zWiu7LGb-W8$sn|qB^|G*1?{(5hRf$_Nq1#Me?~Uio?bTB*f?$sSRJB-M-M1mTwEDn zc&KssPbx&Lo_!XGMH|YLYiam0FeHs{LPvLVH8!-e8{x8UI6si(w0y-2>*`)PovWKZ zn=-igQ-v?1sEh((xjU3jC8H$Wi^9Bb*Za?4I(Bw(Ih?v?w1XI04(W#o=}Swa1^pk& z-a4$Rt!p3Niim)SfP|!UN=t{*As`{$-7P5%N+TjACEeZ9-QC^Y9UIu++~+*c`+MI% zzkOZjx(+IPtvT12W8C8&_ZaK%7hIbyFIxyiv562hwik>AI0*{6w(oRQ @`$n zFNlzO%cnb$L#mEW9M~k6B*d+#NcdnC x!q&2zcn9q{p?-kO_Nnr||EgqkOE zNv1?a`EA#5t#59&zSkiEa EfwMMq~B_;k6Y_`_APvE!j~Z+Ul} z!NCiWK*Lh2>=ksXh+bKcQd0a}k9Iwc<4-#I1K%EWC+=q9TpvmFf2jA4sT@D*JMC)( z$o|0r1~D pECz`qs!j1$nV&xuCA=?`h$Vi-)4Ay~kE3jSc zWW@URx#3T73DLqyyAva6b_PM3<{wyD*)Z@3LxD+hDd#{mEG%lfkOKUdH~pZ2q2a*L z8R=$cQVZ*N>87XicIk6Plq?y(-rpay(mb1)naNpQ4s;?WE-5SdkrNw}9FFVbQ&L?i zD$2_nZ-u=H)(Wh8H8O<+D40I=G?JOu{RL>ooSBtf$wf0gd7;DNedzDI*I93&sS@`H z&An BnfMl&nmTG#qg2F@EF=*% zqo&c8Z$$4>X_;A)98}6OzdJ6kn#~N%hrLJxJ#24MQBp%l!K@6{cqD9j?~qNGK=I$B zl13IB5`oL}gp7`qPUbR&&+94mP>Q@!)c >b@DyMTBE@n=y&k@I9fKZMq{wvh@m#rXzz zm2F$lI*Q88%}vV1h1d2Ctu4jtf!2{rL?puqjPB91v57c8cXZsJ#=vFLe#HZBI87mS znj9J=@kK0x7!+rpL7E%fuS)FJ#C+hQPOEa=mdF17{t(FJ;X+6(lMV_YaDZkB#sj}e z$;lBQwmYMgmP?IV%kVpuLIRXFd;3OTY^lSRY@i64-AsEBR!5H)_@XZ%p`q>du4nCA zWRVj7$^7mpgxKJVqA H;9k{1|=ER`=NKOt1GEE81;m7Z- ztr>Zo_GvyTft6U**Vq3@NT8R$T M52KVM&Fv(XGpKz)O60<%&iboV9;+md*l4XIQF; t}(;G^(#a{JF9x7IU)q*C}gr&CqkpzI$B8;SVHCt;8-4`Jb&K) zi&hb(AT}W(gu`m~7tooBWQ4h$Z~G)B5(a#!vYhc dA~f`KL&@;jiNKGIvg!Zh`~;+c<+PaLOB^6!71pu_dCo@SG0L-QF1?j9w0 z5^?Nim|$D|_xCL`ce67yQ-Q6S!*4amQ6DVu4Y^q8dqcwvCHOU9&}s0{jzLS>PcZT# zu;RV3F_l;--XkI+qRd_B?d>Xf!2kSiMNelKfl>Ij&0; 9# zG0w)xDJ~}Vw5+_G6f+1|5aXwI5hZ*hW24lIWgn@Dcbsg(qID?8whnF0)(b19HpQFU zfl8ojpUmg$-S6FaHk08(4bEJ*V4NIawRGW%*|I%^GB<7Lg5CU7+}y9rjR#tN5mEoW zU1SdrkMSZcf=Y|2rw}e)-af)g*h!lSSz7DMAQ6}KEtMRD7s&zvDV|#4J?UZwi@$7A zi?g${{&PVz3~X#l$7k@PDd2ew9B-J@!K~y&A8h$%zSe<8r?Gz406f713X42N(AVr> zU+_c?i#{XM ~Rw4cjf50B5+L&xQ0WjZE!osY+g z`%V~^DIvN`L2IC(Pw(dXg|3HL^4oX?`-ukr4N3neV#Z z91 eeIGe{DzF|ZP$lS zA{n$F!(@*8t`s}wI1d+ut3oe|0@;zXPe?~!ek^&35jpI_2p&f236L%R&M>>bT^-ta z{W>r_?4N+}B}!2dj%0wQj*N@%InVHijbQARbyeh)3NtiC1FYJ6k**F>klZ|d`n06H z>L~<39{r PRLYGq1eZ||_8 z-hpiWW$%yZ8kK#7q=b}^lsR3Rz5zwA5IGqHGO4W0%)v_MBuMh=!kLU6?l(n*gnWld z!D?gHYQb6e@8nDll8D0FCXlc+F*cH#kR0l6{wdR>H 6Au>0q*Uq?nyCOK+nW^v+>ZS0W;r zb?uS&R =y*(brDKRaI*ikOG-*gxM4(2gB-R!<>LJOQ%k3E z-r#bOj=_ly0p-ubO=Dva-e1{tQBmlQbfU#Im>c SFQO1yW=rFkZIj+hP zxvZ>Q&&J}rxvcE)#DFw`$=15=sjuraYzX-rk4-9ZyZHP8%@=(Y6N~vW`?bscWnsSn zsGCG^2tSpiSO!<7& wL@8`v((>GxcTq3-uqDk`BQ9E29e11-QajZbFlG}AN8oD=LS7yIyv zhp!w|?j7?wKl0pS{G;agbk!|I?w;70MDQEX&+~CRyeNiUboNQd+FeZ}*YI#7bi1!D zUwOD^-UbE-wJh6Ey;-?OSU^wTNIzN-@4x?E 9(*PEW4Q+y|#>9ty%~1JJ+^5#OqzJl-Ax>Ax-6(mPZcMaxK?- zZ5>8eDSSSB5qEblkEx!OQ_HscVNsX5O zISQ76!AYQ<+N`UK?pg{M%(VC|fG)I9vf=jnX3u8*P(?hYoJ!U=v$j^rwa|QG+0-V& zd1VFSO)2=%52#F(8k~reho{Dbon*sZTISJLv9L;y+L0lyXY<8(t}!mbe a{GC1-Q03?E$E}S zk-YN-oPS(C*g$_I^BV~$U4!l(T=LtC?-9jJkmcVI5u-hxUoI7gk3^z?nBu=tA~Q4d zKc2t8|08@i-@;G$X16B !j{Brv z6mV00!ekx 1iP?J)Wyg1egoOJbuyit%-?j9!e@| z+?(ljrH!cj-F@-+rJ$^rd^02j1R-4!B&bABBbV2;# X!B{TmzI zWHm-cMt~wRSACX>PG aGwK4 iHuRFpk7RH52vc?>SU~}nBTsAqqA~eYV^S4u*4e@6+t=H6#3OPIf(;q{NuHS zx5*=>(yx8S5bxYlWDX|v&_`Nzc^A&)A}Jk4CI;jWmd5(QF*3h@?Rv5&{ee*ysFwN$ z0dhh?N aXwkO->D;?=EUtkMdKH)sJ7QY0B(P;d*(VuDbeM7+_&8?;WA*czLx`Q<-ZD{+1m! z6vU;V1jtT8M&`3?f+mw+U?2)P=u_OVIt8#qB!JXrSCmdoFEVm<$hvZmrojC$&pG#? zyk@r6y?ObbJ#Y^8fNB?njItMzaD(;x>HzJ^)8l3ApPHhV_oh58Tl=u)(b=aVPIt79 zcmNT8X!TuMj VmVy-+ z9M<97bmuz|f)j#uc0 v>hye1F%)I}lj34#? zIBPOGG<6O$-$;a~`dg`f5)x9a!;)CQ1AITl!3mU+cv-AyZlvdv)aTjJO_EI}z=Cm= zBJkm?v7z)Bnj3e!p&E9ihz%md$<#MAJZ4Wq%&4f9y`u=2Ofp4zQF!=^Dkd!|XP*T? zYw77*hE|+A);~uPDrRbeKnNEqUN6j6tEdTPMsG4s0B-3&pNv%Hq2FO;XC@)W>~ zxJxEo9w1m>U;h*AM-HM?^XR;$X0<~?mCHpjr}mSlX=zDs_pJ`vp|X}U>Z=|P4W8)= z_pT(@(z$NMu(vKBmUjmkxoY&t0jjl|*m?nQ?H{nE_>7D>p9}HxxVY#hrhuUhm#5=` zHsZ+0c;qe=Y@j769Q8yw;~k;+-!qP}Ba A-(JbQ}MRBL^AV|Gyv4173Io_W=K}t4Jx33HkYE z^d?!1`=^%L^&r6?7Hjm5AsAlfDFR%o!j}uQ=el~Ii8mPDu59o7ej`q%G11H2d Bg@?O0E$w zH1W69Vw9L| &K7r#6HE*3n7f{orIi*wK-7KJ+F6E;Ga#4wp z2m@opOIyG*)PrD(wje4wCQGRd)*W70V}I)3%2V`Z&+KcNAUBKr=1|55hX_pR%cje# zsMl?Ql1pYDtKS2qn#g&pNvX($j1Fp@w^j3^?(Y)d1FSQ(;$<&!#Q{5$ywDUv@*UkL z!9==X+UsS^B!_Ri{l&SYNI-zpuNiJ-p@gCZ#Gvm0E3UXhvlK3fq4UZP6yPhAexDG7 zoIb}=zf1=?!g`@OR*Pq~+H0_-bFr} WA@?ojI@hQ{G&I1(3#AJsQ2m)IyM+uP NIX?u3g)+3{fNjXBSmCDvRLD#Qy(1)3blJg+;o7a>UzCak@^SkqaXq5&-Tzdw zMrGAG%a+pW-+5}+$>;Hr^P|b@>D4&gkbSL(iCW8sD<$o14KBB*)D2r)Z&6~<0fy(* zk_P8+>mF7ulw_v+oGV1Ju%ObiD)SU^Jtp8wdMJglJ~Le`S8_O)QCL_7Z7nN(tZr zGyN&O_w&9pi)wp1J7xYpMdpUs6aC0wb9?BRV>xsDVF{=I!&PeApX}l Jm49@0DR@~+URs!+9|DkSCFrOXF^VWkPHu%#j>=9tIhihGCcqbnA^#|@G$vIx zood?U?zw=)l92i0T22YGrhwh^q+2walBC3a%X%=`7C?)aBv^hG>xQZ`v#pH^MoP8? z{!*Xw(-H$R|2BT>>;P>?0V;*ETJ>(1O7-{ST}ZXu+`|)NQF#gRfQF4Akt8BHK9?-j zmk15%XiMOHiH!r0G#=h-g0|kyr=K 6ICj>u)lts8=2?ECQb)i)lKt_o}J4R{8Sd*SNPf+8ae*0Ezrh%(b f=ytq=b7#nO^eB91OKO0FAu6Tk4EW#?H0)ojyHbaqJo^0-?PGq=Y))NJ%W zb|#gOmGF+Pd}m(!PH2H@fXg%@aC~z#jNsb%kTAO99ULv}j3`oC<<8Cx!v^&@HVXBO z^~rSEDNu(T?Wa|WLhS^HTGD!Sqz`!O4MM;e2Yda;PDQHUu-u*KH7Vqmnjy(Vyn6i= zDW96+>)IPp#b2y+4;DhaV YDBoMo-KZZaP=O2yvVf!wNOo=-!H0;;I^ z^W?P0VBFq<;`7weiie?zk>sy;=ce-OhOmh->QaLaR=x&z@x!@CR9VKRQ{|kUcU%aJ z?<{C1td&e@l<)7z8A$}`u#1b5iFttJb0>cin|2djTi~+826c0Jv*S#` v<5mb|cHB@fag z*G;c`O0bC(@{<)Z8kRh++J`JxMQ;DcO&JlV=N+jgy7%`{hwClYFlB^uZ;(9W6&J5% z$-PzAKe~N4U29(}5}&Kat%)4+!Pt#wa^U8*xU+Sv+cN}+Q+PNYuK~`jr+~U15Jihd z{)`C*<)fU8!uEB;=!$gn*YWW=Bc*;W?pvoiCoI<}9{<$>G-)>=h6WnymFf5-w+XcU zj%WMv^B0Z$!}g?%p^ vc^i=dCfq>HP{Ot#8*%yq2-2U0l z9woYSMM7OKAR4iZtuY;_D2a{Tun~kiW=rN-$2}iWUYLJrkXhs{U _6h)FdQJJ6m)qud47DMs% g_{|YZ6A=>L%IWc!RJn66FBs7N1u182n&y*2b;J$9 zMAcdCz^8O%r>7%u4#m{iuK%d%zq*upj?XKbcW6M;W7w2n(kFBk`;x# |RUMNbO%DF{5uAK=`1E0S zCn|2bnwo=9P;2=W3c%0xg9u0lTfs({M#cBZq~|g(36r!8i5>P dbU+V$-Lk=J)kYiJ9wIf}cCVp0q-_%$RH<7rUITB`rC@dCu_!`KYlMx75l&Z9( !c3(!n4j|pAE_xs?*!bz9+`7qF7EVzDe4^c{HlJ3<+g;W zQlk@Jp$l;lC7d8YL0%nuroue 5=N zz6(E^AB}RsP9&dKD9zWux&I*%S=fhzohN{S@d&V@T;&F_*E(G|0d-3mKU)mF9$69@ z4hiBBye2J80)c_e>mW8yr6-e4nS}4#o_tUZCXQdih~%{E4ZeBZyO=!aX=(BGMZb?u zc-u|0GZ)GA3+v=j*crRof>^!R+6kL^2uP>=uTEUw>>m*1HjQDBk}4Qk6DJ4kc0tDl zYwR8h`aSp`I0@&N+}5N_pEEWhx9$3MeFAYR{>#+ht)zL;yjH%asOqss?%%&|Zg?y= zyq0`+I7mnQory9U^4aoHLLF%9l(@ mmYRXAx16Oo0LrNu 8+{_1VlRs^y6`4MPi z!P)@`O*jN+)$6j#N$9%>t1W)Y C1pC_X$L`7xn4lI=k>l D9ql1LwUFg!Urz8=(oUAM# z!fw&*&V27g9}8BwU!cTqEcI*9upAZpq`p)Cav0qCR%7M6o?qtXnoM9=OOT*bNH%_N ze|PiBfkx)+J9duFp9|38EDLA5c!#jx+v7HnEHn~2PPI3Eh0?gkn;WRPry!Q3eu=fl zG njdCW($rQh2o3-QL+t_dMGKh)7iP(ynajD&5elA#1>>F^x&i zQt8!KqmSrHeT9+pqR(ae;tghlEAhq)QpfdcRAh;9m;OLCYeTQ&Omo+uo*YtSBQT%R zAX?)h7?B75xQMcGmcj|leKk%=Z9=`0(o^h)TggsnDKfp(W{oH4bPVYduB6Kl(t3*4 z^3AoJq8Fej+pSZ|+?#bH{y)|$7sw2~8q&Ya+W6(n?!tHLV`#d61%MZ|+>>l?Z|hFC z)3Qe0mler?1W6_vqwQpKfp Pk zT_b-lL)9W%&QP-b *%Pip}uc_ z=ySd+kDL {)aR&h3*2_gE_dxsg)ZJ|eUQZoW2YV_-9e d^AtH^Qv3Nb1wQ|QRHmuSUGvUpTeI!`g>E8shQtU7}2uM#xWv8O>}VHMb# zuE5--4}fRh+ZyN!Y`oXCG<*U%KDhvVO%~a*%*&sOilvTYRF-P>B0oGmm#S3~x2M1i zJEkQ$QBdMr(agmZYHhV$9TmN+F=PR%!I1Am$=GYu3YWmFAg&>oU+?J5Jg nUN05ep!~3r(+=4QAHe-}?l(QMN`Q7Ol&l)^X!!)Wo*LbTbcX_6A zkm(8Lgep_03}$(x2?%N(AX_HnChS`FLS&F`P2J(YzWeX&C}yL}t;3ZBgMy?c6qOae zYPLj!KxPIqT3ef`N7amyvSSVh=d^ZZu*nVwg|08eZ} EjOSZw;snM=k0!osH|b9d;!?yw*a(a_B@DJTSFkk zPzfq1DsKQf W-hbw9fQ1#mq0CXm z%)+La7j_pKYE&%_QkN;C<4?IDZ)3|o?l@10{QZ-m5+}@z+o582{ nG&K6FK%VZ+0=u^nbl}_B+6VIv;LE)dlGnJ13#M-p9O4l)ldQJf@!pce*gAN zs6cit3s1lf<#**C#DbUC?#4p!qMthRA2+!R+$228x6hGal9LSiX-;>zK9We90z@P) z0mhNg@^XetZ_ y~ zs*o@wpQ5pjjdd7#q8|dD=<(3uQnWflrEswTGdoAjObpf1S$&F?T#+RuZotI)5lzH@ zo}#(Z7x@|;B*do3%t6nu#L&%ysgVz$%O-z)Dnr{NXvZ3P7@G$oQ>AzKF@6JtuxPqE zr^^bZc*P6+X}3#E9&|zmJJP4!O>wl0GC=@DDh&;kXSO>DSw25>)A=AG5op*z7P{|T zsG?(ha}Xh>*SmUlM48LV=72h_lJ^{vGczn>?zLX${Onh0jOuNK-O@s!?(KSE? t8JuY`rcR{-P1!!1T!F~n0$50_jJ_@)sL9$PP$2rgogIgMd@?P zvIU%f2_y#wju+>LeozFdV{2i^&n*l9xoWD9XsU^1YPVQee;yub>Ao2qGh})d2iO~s zwbM>iWqs{x{j^p21Sq7!eLQ K=Kyzl@od9h^a lupA#6-m5DdJ&3DONOkQoS>)mDdl*l7OCwv+oaLyhsGOUPr#a5(EHIh?4zztB9E` zHgW3yc4q9EC-xip&53HkbF}B{Rq3=>d@-zpRy$_7(^Za oasX1{m9D7wtV() zC0Ap&r 8<5)%q;X3u zCW^ZUdgOVGJv??$7v6gbW@J&cjTdMJ!6~{{hcn9{>8|j=YC!=TY$LlxbOD$Xopquh z{bx_dEslCnIq?t=7Xtt@5)U^7I4}LJ-VN4ldRtq2u~;AB_PM9uzHRf`vjc*PN}h?6 z6IZ$^C6rf%u?@JuX=TUeF?Rv3Qj_ZWfZO$x-8m8qV;OO9Mld(dy1asVP-Fkh{gBf; ze!w1XzvfB=j)kK?K4|=xVbCq0xKe*gPY7Meh$zJvW@Y!)>nKc4zb+r%Dwk)ydW}zz zE_~E@Z8CHSyNv>GK;V0S;_La_en_#}PBG}{v}G{5?_~Z8L;cIn)4tP<6RKrOMq+-= z}B$xlmr5P2zIq@h@+|@`D4!MWchjSgq-q={F3ln4oq7gv)-pr9tz5 IviGk6%DZ-5psEdla9EAuz+Dra;K>$a; hvO-*{knGW!Jy^t(4f$BwN-bxmUG)HbX-=*C1@Z1g9mIJ1Za00fw}# z;G#+RC|!j^Tqfxo0NqlBOb`el_c}J##6t) T9Xda%%TVm2sD*&*g*EemR$>T@N&oo=FsTN@)s&2uOLRE|~jY{R| zZ&~wa6$gu0^jTg^4#B?x7qGI4xKsJ;SLWf7YMgujzo#^kgMPcv1g26fMT2=^0m|#L z^(m`IllMs5(+Y0t)99e`t&qdnTKOpZMBX ;vnT$B>-jq3b@qiWqD}=hbc; z4r^9zr0Bv@Df3laKxUBzGSIBzU=oKDBHGwl%_}-(?HtZ$g blH_ ziqmF2)j90M_TqH~>=36z`M)sqMvYT?s{Ul1oDpx?2@Bn`9aPh?Lh)26IVdlW08662 zf7-jS -@UJN?->;!&Y9)(JEyAR<3wOtGh|3n Z<8o` 4$I=Ve3xl%})KEEj7!@ z%-(+fd9MUE>2XeY89(n30m>YJY;SG939;Spamf6+F#rbM`0%2$tmh+_R8&RI+E|+f zq^>o!ED{LhTtBo{m570()pT^5wpB7@c=>2O30(uQ7~oN@EjM(TE*Jey0aY&Sg1+Tc z);^-dM0r58D_EKK@<#yUo+Re+0iLUMa75m`30(Pig>{Gw_0USljv#KH)fdmM) 3)hGRC{f_j9ZVWFQEW<>wceD0g?e;(p_ zEnm+Mlw@)2HjIo*^+BMWc)rGqM6mc8TbNo7R1F!;l?OB&WSYE@)@OypGfYL*-|bD8 zk~8WwK8KVz*f!^GeGm#rvzJ6Z0g=f2cv)9feeREX5>G&K`1|Dkb4L+ze_=T}lB~@Q zU2|pG!)Ib&0C|{U?epM?x4$S+-(WUI_4Q&xh3+6-CV`{I>8;I!Do9KTy-tNP4`LBP zj%I_PO-9G?9Mm0|*;$2LH8hm$3SR(_PF9_e6dj;4luX8YPGoOyue-JE{Tpq*9d##9 z2;8 )F!-y}csbF>UxY6`O3Y1Acgyvf_9C+CL?bu9Yr&!R6! zG9 FvGb@@3 zKeJXR$D3ci&TKSQ2g)Y%1syJAl01pQ0ZMWG-YOlAfwpG(`;hs?>jx~moAoA$x3+eY zt!-Q9>bD&Gd}qt9icDz;WbHdz*REQ5G!G*wE%M?0?Hih 3s1iWDL2r!{ zBNW>!MIdMmm+{Z%v8 FVI~bZ1(w;2TC3j6P1-3uy-jk=uDiRUIPyi~Sc(-VjK0PEU&7Y#B-L z{Nz7P2Q$hL@BDoF$BWe(c$z0-GW~B0KUGVzjaw (U)=I@HB!Hq+(EtSy3I?#Rx$1Q<@+OPYPn{<2 ziBKIP)L!lW1+au}k6~cI&VJ76qgMU1Y}h^S`$g|8^q>czhrGUz4KUq1^l6eydBv (Tz2S}%Kiu+G zYv-XJ{qFO+6QF&5T>Wv`ABO3zd;45pP0Bo}cSQj72@nr#PnSiz%qCas=|LbST~bn4 zg;F=Lgs~B9&(5zv(e+Qc8(!>HVts2u_mKEAhDw)W_dgvR0WX9PfFb|57x1zEQ;aT* zfZ%97hLbcWF*PvQ;{(fAfxJnsYs#R^%m@@rh)+Pq6!vTtv<6V_zgmLFeWx+2Lwb=I zkHv)YY>)fRKwA-d$hV79`#I%+FEB29Jd6=}i1%f3G9^Z`|9&E&NLOcYbz#9<>~Y4| z|4YyypS!Nmrgq28%!LQ=$YU|#jtj{>j$wB}(V;BRmWNLYeKZIZI;tg}M3Cn3=_mZW zZqcftB=w$99JQI5RjaLCSxVxzuK%<3xyJYSt3%+gYtFVKy+=OT0TG;j>oEqzd%5IO z1tB{`+H2{FO$sm2oqtc?8d}NLiES(Q60Ao>M}qXnF+Ymg+@vJltE_XTtU7~L)4Uo4 ztRVRKb`SOnZ700(M?xa!e~TUe`ZXY=@%!8RpLfDvs8mU}PyZQ*Netw!BC`Vn4Wyx= zVLu|1o!`24LQ&K?EvRgjlnDE>WW-esDd1Z7l5PpWF(_Cs3_;PGuM8S#TDBh?CZWOC z<`Bpq0Hu`W~=4 z9M6U~pZ>jBUf! OFyx_5$1b$Q^ktnvsv3-F;VP$XfR{#=1& z!=&02gL)Ce^6lwU+ni62a5j38leZ&)j_Y=zu4B&n5KX??j_48jExI@uLIHNI*C;F7 zU_wrCb$N0r^YS%5eyU9QrRhQi|L%n4GZWAY5U=qewpcytF;IsE$_2OOS2LY-9|;uA z*9Jo6JlcyL5Sjtm&s-s@__f-F8@w}$Ubh0=kkU`^G?;JeB2{nK>> kO?sz>P zZV7zI)5}a}M=1lPKfbhyNJ-_MO8WO)L`rptiR$$>3mm)K%B9uYchKR%c3wT-eW2~t zP(^)36s^AL-C!j;o~MqqFn7@zYUgmWsrAN*@Ro=d-R6UoIjeU)l8kg?QegJg;p$c; zL2CAp24G>yte7q5KM_u!;`(YgK7ugJ);zLW;2+L%b%5WAA?T$9qOly8IwNtpilar@ z=0FNNeE6_)GKF}ckN7%L+aQv*G~N9~Fd`*l?t8M{{;&;rjcc@BkrK88_1l&O@&~+m zkGS?mEU&}X3Jl@eXY62CV?ZEnuSY9S%}>uoD`4Obk2AiOVUvf1s0v&)m%0&(q zwwC=$HpEZ~{QuY)CW!HI<4xJ^i8~WX7OVT=`Ejh~_+ac7VrY0T>)ff+G_x~r71JV; z0~@N{O>`7>$?{$?Mb<4)JEfKNr6=)r%D@!riLgi_ xB4lBJi;%#$NUSYY+ulw+GuB{i23dUVb0yM^PczfmRZ)tIq` zpfa2+=tiTf1UDiDcu$)nl+5K~_YI@8q;wmII;lrBrO#ZjC^T)A^5CVKE O4yZHX9ShTQv#AZ=kwE9+hj-M}sxfTeqccSxy;W2r#e9Su z6ci{E*tNH;JMVS+M8$eZ$Wq8xNh<+`L$&Mxw_;~r-CH8M%Mi?jr(=Khfl22L-9FK% zg2Io)IMw41A{5Wq930}};#-Q+$P>-S-*@zW_J09to+aQ^+?AVDyFjCq7lzXtHV3pM zXU#fmT)CW9UZ&}TxmR;43`X$Qe2KpEhYD(S$Mfd09eUf-X0xD?I}jbYY)?rDK`XQ` zjzq!^!L~tn+=n }BfeFWYXRCF2Ol83s*SPX0&Dn|(sB@vFxOVi0L zexA#n?~__}ZNuFX+dl$xo^#h;p#!2lu-c1|SGw6WkV5TOdHc1VBD2?m99%u)aRREP zpghWGYxs|2+NYb 3sr<~Fb&7ZXJ$dV!Jq{-el~L1I4dawK%PC|9`gw>Rlp)3<=nuBpQ0 zX{^iVI?(o%g$4CA`J^lm+bIstJas?`3sGW70s)f9T@nGRAE2{oL%j|k$4c8 tO?j@dN@| z$ha!K&?g5IwRL|ky 4ZgoGl3@#bPqw*NME2S-Xkx2jO7P0lQf*WPC~vzAk~aoFS+0@5c79XJTiFgdMM*P zFG6=;2xU9f8(NmvJwZL)11qf!v+w0}(2X~ZODf8|MQ_SVl@X%u{Q=|CPXePXO5`K0 z9LlOE`dhshHYqcgsy*;6M|}qS+tbXWT%5?Np58&BPu&)L9y=j>SM_$YP%g5xwhk!P zntrM6=o3vI&sS&F``*!Eh2A5W@@8LPou7ja!jqE_gZ(8+UnD2B_dNW;9l{`Zjl73~ z{RG~d7|0#~&ToNbfv%AOr6Y| @FKno@;5RxeeO^W z+teF?EiwM{=EC!z;In zBXY(NpcM)o5)^e(26u}gZ}v0!H{FA!xgnh{g$N=W8w-|~tc)ZMGbY@i$S!otbWjh} zFX#_-&Twq1Ek|+cV(t;K3>Gu6%&>%o$t|_7sd-!+F=P2JYr_Dr009gmnhNB3cWUCX zvC$bbr*dmiuqG||ccqp2qMn<_1A)_Y)z?y&xl$p@ebq8_v2UG^!7Jf~SlF4{V?^DD z?fj7zzdd~fc~C9KT=@327tuW^r`>SNaP8#myUQ8lOS_;_pa1~*+`HY+Hjvof3I7+M zkrjM$l)%mQS*qQkf ;3 t| zKj)v3X8qmded%MQp?zU<_27P<7f#`LlP0eK%zTZr!63~gM3=W*QoTCFq0GTNz!?xu z7nXb?2-NJ)Ha-s6?L^F(?|?!DxPgjg=%hLY9|fMt!y?n-;l>2X0e?M+8Nk*}(kJo8 z4-`)>JJP=cP1O5l@XrgNd*j3v_Z75GBr|lJBj^x4`PAz#dqNe&qtBdEnBz6@4ULWe zNT%SgdSw?8s%YrwVH~~0yOX+e0 }r3`!DmS@A^pa zX1o{xczLu=dH-GZFigcp2j%tON%zxLjCrK-0I2uh>Dwu>)V6=L+G$_o_NT~9(1~Aq zU0ROgf63>3$&61n%3dV 7Wr-dJ~p++@r=;B9 Ki=5xp8-%qT3|mD|_;q5-WfgQXclSwf>zoXx3d zChc>T`4iY+S@6$6OXR)!>dL?#=G?(Nw~8Q!q{Y@DBG~qm%Qk|kCtw aj@Xk z_OOax8VrG29M{ougj =ERNz!lRn7{%2Z6dLx@%ZaxALL$m-!0zGJ4D$Y?W`#o6 zb%R^5H0Ka0#ob%bA-$qdi@!VNC_J}GL_usxhe?DRFs2f|W;E +6QXI!lmfdS&_PuDRhi@DUZ=-8IdeIKj6` zz~2Mv3 twxyT%=1hJ=hP+{O`Ef76*U31?AV52`~NHGoJW2 z3JOBrYw9!j3TY!iz+i~B@%E2-f)JR=QBit&O(P`SYc2W5d++5Jsqby^=Q9z5>lA4Y z)d_>|g6ryVz< ^L zjSV|qcz`ox03-apiUkoxeYJJvIcBO}Z4_)EA|`g+^lnV8)__HRM4ql|voImZYK26V z$A}2Dgs~rfM(}3SC^Aq< iDbb>iBm>`Oq3H9oXQ$axGv t@Sg3cc{!!%?MMD}VJX82+^=5X@PHK0@W zlMj`I-ftaXS(1gul0`_%U+Bqt-nEjqUONmt=Qz-i{v@GW#*%=S0Q4a?ROrb8Md4p9 zG2r{?*527^f7|@psd%X`?2I!oC}_e_La0sOzySFim13Cb2d L&GOpVwJ`{F|Kq$ z5AEd(B!XTNV*+1l?O^8i!a31AhqR^A)k9;(!*cakCn9nx5nzXY%{)Mgml`v=rk(0- z-Ln=6Zd5ci3AMy4jdvz*=z=^^%Ngk8ko^6hmfLsfQ!(PjliGn*za%^3c3$U`>8sK; z?TXaocaXunC;NP~)L?S&8^&I7AC&87vV62wyz^s}LeY>lD6qu8D+1Gt`IS&0Oe)b7 z85M0pmqIA;NFJJ{6<2Ld_3*({r0f4<>#L)pV7qUzKtx*UP*Mb>yA+TPr5h!syGvi` zlx`4^?rw(e?nb&}Xc&gM&%EFL?!CXYuK&4YIm{F1?6dbi=MkUq@T4zL&68fBOZ}#k z#h}StEaG->C7gCnwD9Ba=qr?ifvGR2e-mTgnFN%SPz m&<-LX$jXq{#<-p=;e?=idA+;KYDaePxQ z_T59zYbyiws;cTl9&2LqBxluWd0SW4 occfNgCwyl2+g z*({jcW|Gfqvm%NVdUk2(y8U^v-adY1I|BB0|Hj7)7yaM;IM%9kFXpYf zeLlrFDRcT{T}1J?(sAE&{<*p6Y6IUljy&}Jt0I~55*QjdtOr8n7~fN-xd+ME6lodK zG}130zqPr=&)ZMC-_O+= zil(_0DP#Psr%7|&(cZClxj6NtkZG>0e7I|*+DE!P-K(BNMgZF0iVQM1yH1A(PVSud zs ``hCS<^mt+(EnDOEesrK2?!0E7LTh~K=>w_i5; 3qtiiK;}T-EqKO8-+trn!MkPtfiRdl zI)>sKN&;Ns;V$j%I@f(NjyT1?wOBui7hLQs(2omUSQr$aRec*(Ge&i{pGPeEF}kok zw1qFf^k&i~|Bk^k^2STzoFsmaXi59N|DTJ>SUiEfoDz@Q(s#`6+58G6WNxn8oA>Cr zxg#YX1IDLVvh>uE+h&C2Qp(Tz`vRxEqdnG(i&6dS*`nJ 28{ht+fpzgP($S&PoA#Wi+Y)S*z<>5Tt0oFK zqtk}O4A=eT>=YSQcask$c#|e^d>kK8+jz?FE9sv*rVaLmZgWKU*AHEPj oA2b>4bflrpdWm`cx>XeBM>(sI2$ zbecHZHv*Z-JA2&E_Lv`OVX8@=UmcD{evGEe0)N_iJ8Pw6Wkd8As&jSvD6cnbg L!fh`-FN#rS;V_R7Z*&`y-f7#G~`X(I<3&5Dk W4c{1)~Eu4Hu z9Cx7JBScGIDt|wME(>0=G_ Bmy%mPg{rNfQ_=BHPHgBVofD^w 1LD0w|N { zxy%O_?bf-7BCpe4u&4w!GpddMwjj*R%nAw#0UbTNWDbIXkwK9;9nnURUNR)QTfzFd zGg`%%Dp|GG4QB+&l*2$x z(BNBU6`{P~@J=8XlDj;U;V_qD1X7yVk@@rf=^& zI3$Exkm@GNVXrQ?bnHAEf{c{L0_vBGDh%3T_Oy&jMeotUl~G7bxv8_i%A|q$fujoj z?70jp^X!%}Zv3*`RFuYt!OT1q$M9l>5N5xbDD3%oefu80RiM_TC>ipjEgH?7mmQo> zx$ecue{@5zl(G!@7MJVSE{9_;d`b $T zPU%^I&;D#<14K#s(zH@0A*i&}^u3=_tO$P#)0QSke^l?@VX0rufT=y%H*F`?u)>HI z1%tF@ihimlM0U8x?YyA({V(GM0u-oz2~%Q~|JH?;k7`KLzb9{@+H93TR19B+k0pf_ z-C?5C1<&`|8S`)~I#m+;?C+Q%N)6M3#MSF1))9l8u{xSL7It!cL**Q-M6qLN>i6rO zUNjf-#I=B%U!z}!R|Gq>v3Zu=8^C+JA4?A0dJUr^8br81B|b^e0Q>R!>uXn-TmAuz zRe7|({n;Zgv1(nGEU>)}XZKvzB6Z=p5oqoW?i*FZA1|I&ztL?vkn|ELDe>?)UhnH0 zkaXR>OeqUwwcqR&OMQF6pgMSzb#z!?h_P*xvK1D<$X3qwqE|P8z3VVfrCWIF%oE-m z6c{Y7uO3l^h;uuEo*7(0$?F;*f6P+VR0= XN#Z=Z^T=1bynu~L@?V!907)+6r%4grKt;4pu!+OH<-MCP=l z4I)0sd|xJ(s{!WABTH^McL9*LZ@h1RqKPG5U6EMCCP4{y1L==>)8l(Tk#DiWI=2qb zJ>OWoP)1%JYKvjJ`z>Pkh<&L~Qg>@2bCp{$Mi3lPnk?53+NbjyJ%>vc%dU0ho2~rr zReQ-L4(Uy 7rO z1^9dE(3w0HZRyq#ZJuaIJh`G>s8gdl4jxI0`J#=`3JyMLRz=HugMF7$DX5Oq(!>l6 zbgj|MOWNo1Ha`?g5{XAvBF`jQaEN}DSKDL(Ex8B8fSRK1WkphMb*1l~J&)MT($C z5J473c3L4_p*@xSQcIsV=)W|s*bX(yzShXt&ri-i_wssVyudOVf3t7OX0f?3622>| z&%zwSeIK#BE|5=idvS5D8ue0PIJ}B%H1MbCy@C^y)1vk#saIC0@XlMILKQrCkg2a; zvq#VtWU8xUUpKgX5u~kkJudJsV9fa2azR)72!#&qGGj!8$}z^8k8?w~Wiiby2u6Rb zzr^Fpz^>e=H9*N3`8hH_?QD1;^&Pb~!$L8slhmoBj+(56cm4`$VEU@C_tD9V9wBci ztK ~})oOCN S{aB_%iLgkFYL#XtwNYA^~ zIZZ`9y_2oO*!M@2-ot@<>#@W;A>8mF#Y}r46l(Xd?Y6Oa%Vdb+98cc 7+CYgUcLQt*v%2(N0Sgudjnh4R Q{4}|I&=QNt&O*`B<QCxgT&!&HIvSlMaURL3{IM~ zlg&k;5()iV{@}il?oZXa!~`~J1CeKFt~;kF>R0NE_uHre!$-z{C-qb;Kc@gp`tXZk zY6vjl3^BD*!KLy1N7AWyE60Fw *}i2t=vxgi6&fi7zXQ9pb)H&--<@2ZQtG|Yh9Uy-W!KQ z{tCKZ*HlR}#kmz;XQJciUHVZmP~1edv=q14ng~d3e|aGmVeI7{biiyXuel$($al)x zvZ4YAA&sl!^{XpNflsC8)Y%dB`A@cT2 VaA60hG@b`f^l2nk1AoJTMqT<*)`I=b@Dmh0h*uxw0DX>| zbw<<2+4`MVYMK?a9*f=lgxXt&8E1iNpsGK;PK>UQ81XSPGb?u;Cn<-}AH=5Ki?Op?uj@&yRqcrxK(Jjkg{_en}MVt$X=st)X#2h!U{}KhJUB zr5GtX7G~zvwZhJ~{V!jwgM5CMR&@VJ4B}(VwK3=oZMnYnIJ-{7zi5E>CJ09pEzuvQ zzXZoz)aV`H<6K>72J=ev@}p3*a1*67Ja2l9qaR(lq@f5lAQDW-eWo=8qZ08F;}V1F z$FZKO6jLL>e?`}wV^m$GX5vnttL3L90}Bh-r|&t oBrnzLqe=ISUQXRd!efuV;@oSdjM~8>k{ ;{56Vr^7!WLDkv3Yqc<*E zGmGF)LJH-yA=9Q$ppW6-je}m1;Vb3Pg%WW$2{``;JUED3xPx+obB%Y8L+DGoYoziy zVcXSx$oy7cb!J^q`S$^!ZvGC&?cb>sx&=d$_vd*w4&q3w%of?^*1_+8pl6@(Rj9|{ z+n1P)I#7;Sk+^J(?s2?5rpM#pss1uDp7nPB4B!nwYk@Mf+~o#ci`z1O4-TU0WLM{G z%%<{;&$K&=g9M9;o0Xw~A(+)h$IVRuQjZqTUTYV*iGaUN0=KNirVe@P#*8qs zbQ0gXJl$oCJ&gJoY)*$0$q@S{>4bPQcEAEtf{Fw7kuE1S@6vM+QrRm!+juA5(ESt> z tzeSijK!kPYy$cF(P>toS((3yL;vmsX#F8$!R}@@WRQ z?+DZ!k^Ice%=}!(A9A;ZY~3zi1W4Ap!7sB<9pk_qcC+8gF0y)Ji4mWiJskgEFTiac ziz>z@bNg1k2LNzu;G+baRsgt^U%mUt5LHU#W_6m)=b!Nd7ynk#RD8rvr^Vp`K*Hh@ zAAbp1U=^t6$tzeSJ9d>Du0BZ77h2stldN;AGcYlbfc{gX^4734rffmbMUjNs>t4u8 z|JPl^gFe2NRi%QS gsXG z$>ony+>m4mfr(~J3)kD}t>xGMmUi=R(fBGh@A5Q|wL&D{wd+lR<#x3+tT_p1FKUJ^ zBRF8hgA(iv=tc~BLa+6SOEwcbc6W96uqN_Rz~+&q^V$NCuh-(%jWJ^?=;GmD2rGOZgak=^Ef3IF z{J|AVH$f~0%?O{!YISe_RBYyfycbzpTl;<;g|-{XqW*)X@BXR h+ zKp|_5iHeLjNE9dP$v5_SOh#K<8 0#~+ZZN++LZiv;9gcpkOWz+Z&eECNECSR!A`oND`b-j8 zlUIg1xQ2{;*4PC#nN`ytf9h%0Owi6OwRsP?{?g?Zxf#B`Sk!)#*b|lS 06w9v0b^XEO>M|occ3Y@eDFm=ytp=uj0s=8i2VuI`1@DsKwl|_6!q4IZfF0 zINF}iG=n&)kM3E<2Rl1EIbC+WxueM{QV{0)FUv8|Vo9Lu-pQgM*eS~?H0FMa+cNY7 zD@zL{q^u&7MO{|J;{pEGpjnr)95>2RzLxgJ^uCui^Tp7GIZzPuN>e&@1vhvbM8a z$o(j0j|c@oF+l(%#NyE&KfcMG(|`J!otk{fS1WI9>@!KII2bWadrLeu7RjfGT>a~s z&Fa3c-_}cZ{B}{`S=onxHWPyc;e(7TzitU_jsj$e3ON5na7f#tQ^S+a8SUeRuVpfn z*rhHqjgt`Rtr&0~_9_i;!NHV0e0vddIlsjC6hrX_yVF6PFg#@i`#a#XRQn5t *2IHv5>j F}kvtrZ&6~((zyFbc z^%4}w{j;1I=i25Wi9REM`ttAiKuCtw@FjVW oI%(q|~*vA|kLc*RyAL|oY2&(0Bt=gQ3*DRvftXK v7|jmCIKdL~E=2Qo2eturgh m(DQjGT?_ke;|X*a9HV;|7<4T#}Z0iSiwftq(x&M816s@y6y?xPqmF_S-YFaB{o zhk%TbMjm)QAmgjm59(>r!93l5mtb%J;xsS;o2t(Pv5}J~XiFo(_;sngFep=%-IP9g z>Uuu%MCQyI=Hg=IU1sFfhFY<4ahnV$u=QWw3N^;cVDy2_+icxcW?E_rVnZYk%_4@r z?rzDG33?@so|GAlpg(=qzBGZ)qMuF!TNDyPkC5V1ykMBYPnSs3f4Sl}T885ucAQ}3 zqhra`@}Nb~10HjQ(5!N@T 3;JL)4T0 ~}FtJiFLmG$K7xpfeh#`E2 x`oc`+7t6s_;daTJKognF-ChUI}-WWHv-vk3#C=RL* zpsjpEVr~Hfir*iq>C7R^Xh+8@YiYwXkAJIWH@x?(fPl&zys{j%$^pa2C+*-0kkxUh zi#c!u#g1iKqd*^c4a=Lk=RDE(ETpGD6xLySMGLdhYx>QMk2?5!VTW5fd`@HA;B0Zp zk$5iY_pkR94T4fo3|s)g)Z~_4Vca}>E&et*o}sX+qg|{Xv4a)cKWo8C^*YLBXtiQ| znuqhxmvTIkP>Fx@1pM6535b#Wjp1ade=kL_qiA3Ym=wKzvIRHfU `nfU8i9SHxJ_j`Z{D%@z(DL2xX6rz3*^A)2}h?x~l`M zLtqT;{T!2W{WDYviT}MURE9J_x)fIOs(_x%amcJK4R-p{D(9@Z?PD#w9OGWM25oP% zu(u#kjGf`>7HaF8`-LeY;IDdmO@l45g)v^#?uh<@ka#yYD7(|a;gq`&)Xc~Pa&4li zZQQf3);(Fw!^vtOir78hXH7sG4hNN=gq+;-dWWrSpim?v)6qnO+M^TN>j1 KwbUoF;o8X^>a>iX9?>eW6;v)Zr|xFOKe31+aVTo&E!$i6LqMvDgZ9 zT|h5wRMljF1u?3WYg{ho*O%2L*F|+ERsd39{g!QFyiFP|34zRI5nrBK20?vA4~v9y zwdatE5BD >6&g{W52ejXWC~^AO0VY3rPY7PE5v3{m^ud>JMsl$Y z7xkWZZ%{lG4!-C>@|7C(JXI-#U})f;^g9owCz-L5{F_HYqX9(T`=>TNy}vx9)|%mP zbHa4=emm!F&)MuOtJ4lEctlF098509Qc&P5(8Leae>&Sf7|KII(a%R K=o|b58}ip}p$cA~xU;sD#xU64K5cuU>=;_0$$#gqXe-o{1Vdi>V1Oc^5Wc zHS>k@UqD6NvpA_@hNzWji9S=73kzdo=lo;bA;A#-xlraM?ak5cFg)5207-l(K*;}s zLt)LsoT0v02+C2Z{sUHzDV3xttL)Q_IGiMV1XLF*WjV`|$9myG;lUixPmrihynAd+ z`b_{CDSn~-L1*{SE(tXarwVg9KrTV90F{9sX6CT@|cziuSQy`db~sL1CkVj`@s^ z_sy@_1S0tW`W8|ChK7WMq^}0n{_-skHyD*-DlS!TGDK<5&pB%TgoE!SBpLp7>(>Jm zS9gz-o>S>NK4)ovJ@r7)Q{d0xY2ssGu wFH*F2PO`l;ndaMOJ*?9EFrLrRX%{GMUyZ# z4$RkaN~-;>8Godb7im|`lI(KW))Kbw=6U=Mh4iXqtEXb>+muv)_S2youY0MK6!O@^ za5&oM-x_w966bIXY>ds$BVDqE`c&9VDIOtV?(Q#NoQGgOkU0;`&qTLDx!i z|MdJ+Z9Z UO!uHKGSun@Z*(#+!(5(KDg{kDA}{E}gf# zKqP1Fu9a=5MbtBN^w*d0qs8vA)P*;?`OhBZ4EFxQuAk@Um(yxVqHrq2C#Jw^{Y&iC zYi=fA-0w8yE%bW4!gigk=0HE!avSWBFhp_ui}*@yUaypMu}*glEyl^k>9`}W=+g`; zPMQS6#u^998D|;QqQUQd6ZtBQ;W-_6RAPdzw;E>gZ`GLkpv7pH98OTG i=T?e4oVvvvE16*g!8JUP2@7%~U?UN{*b1%I51 z+`SKK_X8#i)+hGctCO1pI?W4LmH)k^>C!~Wi42Dze}ZD&_j>*bD*fa*7dMw|cJ4Kq z%R5~o(b9L S3#F)7(Cb6;bd?Hm_8VK z6b|P6*266BY!=>G4yb yI&Y&W~p8h_G|kBf7