From c1d8e8da7145c90198d3035344dadc474fd176b3 Mon Sep 17 00:00:00 2001 From: Alexander Suvorov Date: Fri, 27 Oct 2017 16:50:44 +0200 Subject: [PATCH] Optimize vector quantization step This change improves the compression speed for both DXT and ETC encodings. Explanation: The vector quantization algorithm takes floating point vectors as input and performs vector preprocessing right before the quantization. At the same time, selector training vectors are generated directly from integer selector values, packed into a single uint64. It would therefore be more efficient to perform preprocessing of the selector training vectors (which includes sorting and deduplication) while still having them in a packed form. Additional performance boost is achieved by using multiple threads for sorting the training vectors. DXT Testing: The modified algorithm has been tested on the Kodak test set using 64-bit build with default settings (running on Windows 10, i7-4790, 3.6GHz). All the decompressed test images are identical to the images being compressed and decompressed using original version of Crunch (revision ea9b8d8). [Compressing Kodak set without mipmaps using DXT1 encoding] Original: 1582222 bytes / 28.869 sec Modified: 1468204 bytes / 5.477 sec Improvement: 7.21% (compression ratio) / 81.03% (compression time) [Compressing Kodak set with mipmaps using DXT1 encoding] Original: 2065243 bytes / 36.961 sec Modified: 1914805 bytes / 7.322 sec Improvement: 7.28% (compression ratio) / 80.19% (compression time) ETC Testing: The modified algorithm has been tested on the Kodak test set using 64-bit build with default settings (running on Windows 10, i7-4790, 3.6GHz). The ETC1 quantization parameters have been selected in such a way, so that ETC1 compression gives approximately the same average Luma PSNR as the corresponding DXT1 compression (which is equal to 34.044 dB for the Kodak test set compressed without mipmaps using DXT1 encoding and default quality settings). [Compressing Kodak set without mipmaps using ETC1 encoding] Total size: 1607858 bytes Total time: 12.766 sec Average bitrate: 1.363 bpp Average Luma PSNR: 34.050 dB --- bin/crunch_x64.exe | Bin 1014784 -> 1024512 bytes crnlib/crn_dxt_hc.cpp | 259 +++++++++++++++++++++++++++++----- crnlib/crn_tree_clusterizer.h | 90 ++++-------- 3 files changed, 249 insertions(+), 100 deletions(-) diff --git a/bin/crunch_x64.exe b/bin/crunch_x64.exe index 6a3e27d1a34de9811e9d1320578c75610e04d811..8b7053dbcc6298ec919d6c5e161fedf5c1f452cb 100644 GIT binary patch delta 257360 zcmagH30#%M_dkB0dD!j+yr`h;f?O3B6vYL^g)8^!MK6lE;f`yXOQztiV2E*hyl#^| zW^UPPWvP^CrlF{4n)^bUik0>#X)a|{Cja+&o(p21zW-mZE_3FbGc#w-%$zy1JY!Bp z=bS@bRwxbkHGec%=lbuyE=uRk3_9HiADu2qRIy8EbA!-CpHy3?bJOXjp5+~d_Aw`< zTDoW=$JW+;E>P&Fi=UzLKli6>hL0|k3t|iRX+FqsWn^%jmYL&bXM(BTaFpQ(UDy4nm1+*^qXtxbZx-!I`7SbYpL0z7#$`4iq8bYcErLFi{%>;JB`>2 zi1p@25QAVkOE^rn;H)#p>GFq!h2)FQ)QA z`X21l$$YbZ12azMT@CNDpi}&&p@_Y9hJWDg^shK=(4|U;Q&EUligZ*_5SN{bKAKPS z>CL))%Zq$snY|f*=##_@&3IeibF9&+0)4I3g6FP4U!CIYUhtk#6#W-}^PFOO`zh1E z;a}AWF$@49MLMBeP3AZ1eB}T3v48U|KgKuJZD5#61nHFWxLd)|y6+3D<(qt3z*tuC zQNhK4Qh_Zz%(vGMVWST7Z|jG+TMip^D|nK7AZv1%dj=M>I$a7*1ZJ>^h@sxP#YI^S zY|?RsI^c@byt~H5Ptf2g(znVF2e>`tP;lr0gKoP}-XiX<%`q_$nu@UH9n17p+z#+& zq21-va|JzjgtlNG4CaNQ<5`0u-XLrv%Ra!rMqn)GBg31so%{LH@Hbig{k%zosDL_y zymc0-yO&L>XOp~B4wNxvc?UkS!J>}y2YTxqBS5It%jwp_-284&r~g)qblB$fS)}rn zw@0f>9=)Az??FmkPp8j^DbhvdeEWjnh+2Zsj5m!8i+sG7w00=E_(aaA;EL@+adn?{ z!F*6;WA=4Zo*miHPXcq&;}Rhgr5;y&+wmQd(f;R}`l6WcYz{$*M=^G1Sl_1nZe$p1 zxR?7hG_x7qd7p+acORj)!bzJWE8>VXUKsCK5U6xXBneX^;?CL})>wcS~#q_9k1od|;C_7@U5L8y`DR(WsUrmr+`o>1nrK9LOglrE|Kwc;U7MovESq!=vJ@#_)$`WLN?Svu+i|m~lYPM>Hg++y$6xUH zChh8VHTmkKzg&vm@>gXg6umc!6z#Y4i<-?+s}2c_JMxwuH9n;ze2#8y zlO!)b@{RiXAT8D_kUyyJ&z=52_ zBKapx!`PSte!OYJ>>iacEpyYoQ8nLw1h*Wl!Y>lsP=h}vxSj@|BG{n8-a3r%r&`($ z1V7Z^c?93m;1Ys^HTVj_CpGw2f)A!=tA&XIBD*v~D}q1L;C=*e)ZkeJuhL*n@DdIF zj9^y<&JjFS!`Ekkw_xC*Vj%<%)bJw-?y14=uxvyYYD^yxp^Zi;C%CZ&d!oNp)gX%C zS{nXEf|&+?Oz>kZpHl?i(cnh}U(?_YZh+5f@H~Q#0M3SVg%tTxBm7A4ry5+}9k8ng zLkV7^;WrWdx&~h%*i`|e2jJ-%KAGV6VO)^^iv$nR@b3`ZTZ4ZFoUL@zBF#NPXs^L9 z68w^uIG5mX4PQbq*)n8W4*1I)3{6GQ5C$(0f7cTACiu1nuOj%W2A?Fjwg%rJ_;9us z3D+aCM}uD=c$)?-VBsfNcFA{u1gM)nm zyDBh(;9~>4vq_g*D6&sux<&8~4Q^Ho@Ov6OmEboucqhS54Sr1UA`R|n1e~S83kja6 z!3PN*uE8FDfLHccwHWN@+gGPpHNprY%uxwp)4%l5eI0b{eV2o5lTIu3 zi95I0%~p9T>jv=IDt?$L7V}TU$lDeDdHa^Bp#uo(u$VGRET#$M=pC_`CJQh}7C&FU zsb#(FRw{!vr^K31WJ~^nrJzP?*cBGXg0(=c2MRKh72gchhd_M-R9y|Vy~MiPmG&!O zeKl-RiS?)pdjjHls@T-iNM4HM--A&HR5r3K15N?%7vTPchG?z;ssgAdKt0w_x)Q6G zD?cA#6%FfGVhwa*LxH`lVIxYc(JpKYU{7e+*b>Z?S{*w9`z2v{L95!<4>fvPi8b9t z9|rmw4VzJ7o#4Vw26nNAomOItjR3F$kk$L%XD@TzQ*OT1noA_^a{m z`vf4^J8R_ah*=!_c2khQ?<jps=%Uw$e!NK_D(#|9;q zqVL%pd44Db`H@19Unl~UbwZ;>Xf#p_Xe~6_Zlv$pI!OEk;n3EhLpEr+rdR@ zpa5#n(hSvTMH=m>MmwR=`XGHqn;!0-l9!La_@9bjswLZ@kyohXwa>`wHS$J{yjdlG_>BCCMwT@4c9p#Q8Tl)X zJlof|3st5_r60v#tp2F*6B>P-mi)9zF2!G{i^$(=dd zW^0o8?sm!jA|-WA;cv@(OfL0FCE^2e3~x_D&CR(Br|Gi%VTg)p5;@Yt8^-++JhSpM z@MJk=E}L`pW)zs>?472(mgNo4yHVN$-n)HM&()M-doRAQec($ov8WwyY+!+8d6il5 zac7-~y%>zD7dd=?VKU zbuQk7Y@Ug79##IAD92hn6Xin2bD}Ik;v?>V&gIKG%=NLrk)UO6nqv5z`^UEvi;wB~ z)bT-lTzn(;>M_1FzJ-|iu7U53U&)Gg@ZJf{n|$!A50bdQi@We!m zraX=2n-dZ|=aHLH%fibNg2cFY4E#w#!zKd>r%!>h9qlf!uZ6YWN#!M^Hts4lKkgnZ zWCqwu-1n{L){c$q9@wJ#+*pRwBG6sgvBkg_c6_P%=fC*qj17{I#gv!vgC7@g70zB> zQHs%e(e6ymwmYpar=S@^UgmWZU-JGML@X1oD{Hp%{KPiwg(Li{#7^PwmZK_KJ3zy0 z5W|WTS$wPfby%;Hr@rhR#9MW$FW%a0;3=I}v;B8?S*LGV_9k_?J9?A4+_i3UEq7Z+ z1H$ZVvpI&pY)ibBl|vn&E|BPtFJg%0UCBy8Ij@kH`Bhimrc2uvM>eX|U{EFNC3K#K zU@#NIn2tQ zHs=7f;u9zHab45ISsM&|cUKeJZsOOv28Y-2)jc#0ZWo|t5`A*K&A9Lz6!;aEq4A@d(%Se@=kgS=0g68{okW8Q3@ zZWC$X^q_%10aYqe&ToY(odfVoJ*||ek=0~L5#O#9y5g#_Pu;A1u$9m1*0Ra0ZF-$! z_zGx$Et-Ebl5Yolney2uY9~64$O@&~hx|mh5Yf8M!0&V$YgAGp5G^5T2((_xhbPzf zte{2KjE;O>a#wNsn+D$CjbQzNH`P2+^W`(Lx4&CFqVl2*-a+9ZL`a44sb`kDSNw6> zoY4JAmH`IkzM@0g8wr8p&9w%8dRT~9f^dSRp(msK7bNnPmIQG$aFoAw?Q{7@BdX=^ zO@#l>|Guo{e*q!#cQ2H|D%YOu?JsTwYNd6s*bO0N--t-)OfK=g5Y@6TU-N%ve|n9U z{TB$4eWXmRx34^{tVDy`jn=2s^iJQ+Pf(l04(O~}(WAlsZTI*HIZW#%FMcRwjzQCZ z{UTpNQ;j(k11scyDYA z*`z98w-~e@F51ZU-WX!f(}uce$?f^aJ^IytT%mTn(_XaKbV~Vp3^&?Z*Z%5x?1C}8 zudO?Czs}#Zt+Qrf9|4`Ri`EU*P7P~>-aAd}hxe5dR~!ZpeJe*Pbj7uP8KHatYc)Hi zwQ=b0RJbz-MoxJVxZNqO#i-qyoptZonB6GkF+E#|=T;f`u%639BRA8g+)2AM#m{Aq zVBSKZKE<<;d-iJXc@JVM7k2Rkz(oYVvx`sa73H~(;5oba>R!>FFB9Bz7e55pLU70~ z{-{@ivGk!T3wfc+Pn!%p(H_g*{(|pIO%=Z2d+n{oq!kAKtKDg|{H8LlAjUUfe5BM^ z*7tKh#cpTf=PKv@Wd`20_eQbRay>8W-GsgOgzNh>GdZC7-RicH!@8Tcr3Oqu^Z)oA zvQzhJCMZ4X@Z+<$7%cehE! z<=*fu@-&_=R8Ipc8cRHFH6FWkT;)lc#P9X5--uW7v;+?dKcz`p0ZDDr0#xpl^6o(1 zY(O{meFr{ufQ{Wc!*>s8Z~C&WI=bU9y4@gsnGy!`MuQttBc7)C!j9D$XcKp$lMEji z#2TOBvj>JI+H|6ByqIZ9AMeQeq1@B%Z1?!I59)al{unfODXz$2orcak8<|W~hO8#L zOHj^gJwG)tSWI4`TGPZvONf$JnORrrfoUV5$CE5Qro{V-4+s`%vMDVU!~nBOHLK(l zBHzt3@NR=TiQ&FJe9@r5=;pVnbkZ{U!N$eMQE^ooYDdg#zIWg%DXG!?z@SL6ClW6h z7OaoSqr#=sXmvId{eVU<68~7NO;q0@9GD($Xs>8_dko_F=`AB>uF|VTknMP`h<~7S zCBBJTL_4IVA_5mbSH$1BS`j}Wq`B}=uAyMk;CP|qn?Gq~+`!%k$^V(!YfdT;nt1EX zl~zl6IO<@!g95H=7<;)7d5mY8@T)_D#dfc{ihK3>;ug7zL#P&qFbT!JkI*r+v&U4_ zOo`;z6N2^K7u8IuZ|aI_Go{|g6|K-T^=pon&l!XxhJ}hd5mIee=hVzZoDDQ7bR;FLOh-T zegX!?T)l2l8 zYUw-zsHMjeKrNjN00Rit1q+>1%Aw7A-fL8&?)`s)T4#mAjr(uAvwohsP|?GIvKR}e ze1j7qoI{l%!?RaaOJ1r>gcQ3*#feeKl9rI}qua7`n^f24@LU6bY4m&IKd-^4j%i{U zISe@RtH0XicBq4w&Y`oj0q7lH|qIYV_J!$ z=fLY6)6VPi4OHW1kT*Asjfun1cx0@dX^MDc^b4DYbq!_&8{k2decLOfhZBk)R-)kQ z;b&~=9?_e>G&Z!}GO!XG23`Pjv7NQ?^<%?)9$j`-b_i;6cx+p-?uKWTEncry_KR5t zK6l*bKGVtNAz^RAzIGhnT6`N*;MDQGSiiSaKI=@ZLB_B1@vF*nIc(>O7Zb$fb;Q?* z*X|k2gmo(Kqf7(uG+|4_mTSodXNB$cgElM@dV9b-rBsaX`E{tdvA*}JiT)jPfRauF z`640j)brNSKAW!Glw0Aquz@S>am<#3su)ia9T`|GPsh zn_=K@Pn?>NdWni3kVJbgJFvU+HI;<5V%9!v+Qj|jBB?IX8jw(E2vR6Z%-r@;r|kSS zYJCE=s(f=%txDXRV3-=cL{zliTg}S7+12orZjp@n(0*1 zHh)OdOB$Y(czr>rCd-`*P%_Q1dSX}#2I+cv^rF92K_aRJDXwBu^BL#w%|DvddXxiL zO>YA_HAEXT?=-n#_Pz63+bH9xB=SlJYPXMJvb>SaR>6qPwS2b-3id&#E z`<`752H!epT05FH_itfAu-3N2L08*$0&$er21hej%bKcNHol7K95EdM(_XcMG3h$w z308~H#>GpW`Piu)v!|*KR2Dir$#Cc_3G5q0iThItsggA*w?e4uU+;ph4&u+=07n~e zNG0V>I{&MCEv({F^YH=KZsL$Ctd8*(vtyzC_Bu4Vs-s3u_u=4HKJ4V`40&2-xUcqe zP12>ERBf$TSyNli9CFV}>lWvDY?u*%@OW)(6# zQw!zxCA($KyE`WYmx0h3;=!QVt!Bitjd&p2zl~PyYBo-6OTboTw5-xE$mjkkO-l7f zL3Bs{{wp1`TRbPqI+ers(n_SSL&fxx79{0W&I#58nFq4EZ8Mb^9{7Tx*`i9dPc^FU z*aNGWz9Xg+VES6^*rHi_0wFrMgrJf3asnSYy<_%_Wi{1t5CO$h}UG$%;qy0HdHZ1P%d@Bq;(g_@I7Q$s1~91*H>)-I~%zD`!D3%bIWwFLpT2$)| zYajl->ZEAKKJ3W@>}wA?i!OENgzBa#Td?nCY~?-%R&?eokIcr}c@gN8<>OOe^=g!K z1zTXq8!p{%ST=^`RtlMcxs@!lE~?n-461n9OYr6aSBHP`@k_Ls73xlg?oG&JvlOGq>BIcfDiE|mZD_XM+s6ne8$M?-n$gY>KDk8+ZI|n@IjQ<=_TYo>+ zkIJ7Oqze+siXk1Y4X5wHpo#MW@mv6p72Z%B%x@*KSlGU6#%%mQ z{&e>$HZ`AEcW-`uZhiJcJg=A=UaN5pAwP=crg>3=4#SNx!(EWZ!4`Gy@d=%3krH&$ z@w_XUQI*Fs>*0rup@7#Wy4FV{Cb-r|b7<*AD>{E*u+Np6_Y;Qy3FVa~dcJX9Q?J7q z+DZiT=BMU`_;tf^B>bfy_)8e#?|#hxnit|Dg9A>TqC9=sz$53!iv@YwVkT?8AFKZ{ zzqBw)$iwm@kQdJn6#Hfv__g^?|F@@TGCLbJ`G^W$P-bkv8;l9=+I18JqD7qt$x4g5 zDTJX#ot*$$b^S=vlh7vtVELu(nw?TQEY|bV1x@vPk3#5Mm99NZ(RU;^P8J1=_eWr> zd11Zq9$RTCNZXJ&`de@x`TTysRfkWeP#x;>B@3g(F}cs`QSu>wZGJ;mH&?AlZcY$G zUM;h?`fMn2rR+3WP3e(jcgAe_fIrC&6CW+24C?c^oO&MpKA=|N%jXBPcNSG^W92Xd z-G((3p*K*cCwI);~-@hnEG!ND4VnXQs>Wdv-LSIpSM^($Q3qV$6 z4k3O5f;I)_55-}YwFu{IS-7=I`_(+AaANqk(K>^7z~ZAL+7uG={cdP_@n9 zrFOAyNB_0qh#6@+Q`!@M(I%C8Ja9{>I{FV($z+Kd`vI*gxIC zuPlB~{AG)t=jOF)2w&q;&nki-Z%S__+KA#%VQiiBX*Aw=lM=iPJ^#lldm&t2J@oHspe% zO~9W;YFG6|C8lD;DaTMHZ4oD)?q}d59iux$5&r!ORJD#>I+7xt0dF6|tpbk3Xx3j( zC(bkyXr7NkuTdU9;uVe*YlxScy>)!OL z>8lP@YZa+cXfsw>jcn#h!ECn1IPZDJ5ziRo!1%p1Z_vJ;)hGIfYX%)$x0&^w0|lIO zsOv=En^fETzdy4RPY7`x2x|FReQA%lqK2KA@+HVg5BR4`li6FB_@kwf7Mr_T0}Cl> zZneEIfKjy<6S4UNdy(@@M|CNWE%#kIN>U1857V73na3rb?+lHFHNiCk--#)Z+;xTE zE@}1tZ|WJ$v7K5Mics&>{2k`a&pR6jjxN@d1Mt>!#C;&vS=N}Dih0LnW5iQ$>iOnn zQQ3os(;>))qu4~SIEH7y*`+hYE6*jpiOot_4CCs&bg;Qt4n4w~BzB*WX*BM#by|EZ(_-9I z1S{Sd>h=0{oVq)41ZkN z*9&LWtHZ<%20RIWAb^zI8P`+b$YOpWx4pc@+JH3H=mtCYN8;I_3Zy0isy1+hAs;&UF%=!5Pn z5iVSW3x~A6E>vtao1gM$UqeB?HwC88!#WC0ws0wrcq>4>G+xi+-|DJwq+!EVY}Z-i z)xAfyuq*D&*~mG;v@yC5iP{em_3={%Xc5$`PlRIABC&|XDv5mz{QO(*=o?|lgmS_q zp0hq6cGfsG$M(3cSA>bA;&qkyfCAT4A|-oO^_`yM^!)JphWalwu1{a*_mPEXbr$5y z1mtVPMgN_}<*|C+ZbOsyNg7wee{-!Gt4h@gQc;$5HD;gJRn?3`79VYh(I3Vl1{K-w z;AI;EV(V*3x}->MCL~#_5m!?1zZJPNMqkiqV|OOLjWIZNbG?v!8g#Tdoo2@$_%GOe zr@K4oCKhAi#@Tkc3O)_fzN# zFK0mE;%D`8`ff!Gi>uvLYa{*09;ClHy;7Z4TZ(jnHfg$JNsak_JHdA_NMP?E(10T4 zsuqC|15PWawFn9xP^J`P1livS&u;TvVJ5_?3d$cr1N0<{>WV&Jq0B~d0Fbb^pE5~{ z1R@fljL;&{h{P&=5rJN>WL$FcRh!R%~2T?r9CM|9r1gCmaOge^r<=yNXVq>WYzHM(>NT;ku} zjSAC5>7;!Jc{_jo6?qx;Rj;taa#i8v6LRDzH_8RgukZ8AoP#M}SQbU#ji8dPu z3DIUgK%&j2qRpnD%`TDFD=eh-L4KrprCf{9v=gCR(;~5m#42YHF?TfX>XBs5?+)!y zlbuq&0v2!)Ruz8AXIkVmA`!|KEmDRE+%gLe<=zj|uWtXGW@finHKQNuLhq)}xx_BO zK6rnozFm$wkXq*OX&;1$i-zd=vJWDg4Nq3v5;cdxOw%H$F$`w17C}v60^27W_;(+4 zY4&@!8tjS|(b%tO5sm$1Hv>0+_!>LEkbm=GXwO{>QMA!|R0$ib_Sg|NryIU$y_n(* zJw%g_hnkku4_RHt^W33C-S7kuD>@MvG|d4lSaw&j&l-I#KjP zSh=-c=pRYc*f?URL-h0%xC5oy@V}O1;H^KZXE_W8ETSx?ihMZPG@@V~b}OF(O#_=^ zN0rT53{7e`l`5;W7~0fsQk2EWNcw1?p;sHVU8?OzOdHL97!i{Fc+lFwyL>#Z>BO#T zRqv}deV7{QgX!m@lBN-$5VUr3R|7xs@u=EAZ^HO@`bH0%(4)yR;VuGtRLrxtB?(gsinh%W#JHA* zf=-`x72MDC$E9?2Za&|_z~9AD`FJbj_g>>U@6%JzS_VeEg6T}AKiQOF+oq}^7e9@|X4V%=D?p|O)A4gdAQ`g4_ z1>ESKv5`x=L)l$)yWOq)KR?V=U8?M{HpxBLrxt&*JDSZt%p31%(Q*36*rHZ%QWzKS zR40(HOw=IQJS*u#*7u5W@dDt@kBg0&L(uX~fkn$3Quxw6!Rap@tZwpo$Vs_&q-K+^ zN8yzLLqI^2H>wP<0V)rJ5PiaG>C8I>Y)HqQO_7e1b|WeSCJJ;><9KDj(U17kJzcU( zSE)5aq3;t!O@NZS*#J{7`;x9Ng9zsE3R!eKVTERm9fI`Ym|*qVL{s1C@>x_W!~=fs8=6X{s}Pfhb1QOive2vB;t`rgT$Tn4ZQQw z;o=JjHymBYZfxT*#{$`)WxU6+?&8RLxRP=`ufmvZzh-%R1dR_}TvBHy=3qjmB?{>$m+fKXPi8xJj?)NvD(R57yJJ zc_u!Slhta{9BTz_-Dy+(aE%rT8tu-iPPRd>FSu|zN67fY11o>rl_I6htMt-2`$1{R zjD|&$VsM}em_iOeE)A*7En%7Q`1<}WtUOO7(E(#GC=rEvRTd{+pMJAEBvm?Dtr#tX ziTV7Cvle#lH~#n8CcQuU%}Xa%(}_*bBgHcj-8|PquHv51)VNTVJzwo z9$8j5yVf6GYR~gPh{dBF4TO!=VUG`ZW_E@poaN`T5@ZyP;fn}pr`V{Pt2Yp+_JWF; zrp$R)GZxd7LTsjDUrTa7Tj{Hsn20L7R2i`R2Vc4&zv$3x7#j0PGw)nlB9`j(-1EB# z_TKL#QuvDBHIecWsv^;MHO9q<&}2&H?|cY2&sOsJ--Y|Pxd*KkW1Ez;7ERMa#6AA$ zck%4jZRBK^1`iwdBkaHwegU;k2(YC#8HSuO4T~fAhDlEn?f1g7E8tz_#5}n|>{{N7`9|P}NTSb4@RJ{cqE!daAVxM^N4L z8H$MS0;v;ZDCX@hS%&@buX#IHGSK!Z5-%wGjD7hlAA4gnJ9?9Q{E)&H z+~j?KXv0!&7UcafOkjz3dBrUg_xx!&YyTr(`%_9(`44Dt1$$JT5|!z!IXw0?YoT0n z!^b-&H(<&)KXA93o$4(GA80hniH2z|Ntyja!N8lF1=jcuaxGwyWqjMu)`pj_yK*!= zpQCh&GIUeEyw3fV?scbwttvx&{!yxox?V6vIV`X{w|Lt-n_0#8{Nf!u`{;XaDsRJP zeqWGYK0#o^e&Ppz*~9u?<_qq2Vs$U`y>}-BZvD;+H(!z#Kh6vyUv(O}m=Oy9t|0MV zd&WL4<1_A;uvHg%rw83w?~6R=K`?7`k*|L+z2*K3B*bd1R;g60H02}UqzanslNR62 z41+(53{xYNRTm06Jw$#(F7wRa(pefh!f%cAZ{izEOm^D^dF2i_fA05t3s!c8cR|qb z1fTqS5}S5~fBJiKR&bnO`Q02mjSJcU#;9-WrPE>gV{!IiiftTk|9CfhdW+wGY+)Y` z-o~pns$W-_ua33b>)Pdgl~3i4)-?@N31i& zO5ArM1NskyTo9C7TRiYmK?4I0Z_+)8Z=1o$hy492^ZS8c`#UWA!3`2uk}~v2qpIq< z3lm?B`PPMrsK)GdVf?BwTU{6hEvDroyD+8Im^>HeXfIe^r)`(1``oG8y^=Ip zmzSwp=tV{!y(PyLjnJa6xT1a(byr50@umMXWL?Vm_J88C^%_y4-5HJjkL#LBH&HQ>8A}1cdn^NHM1K>y@UaD|@Tm{9j9!d4#R8WO-*0lSAhU!K>>D zwZv#ouhmV2Y2p_iUaQv$L&ZTJUSCuQH^nY;ikb@V&8Q<3TZQzB(YCR$=OxK#W9ZT8 zJ{nBpOOl}nn?rmyfO20b3~?9!Y*aY5rEo(m#0~H?vC!H^IMk!gx%0FXpr?Yg^;7Ou zIb^O7Uaz1UPmfDcVfB=Lzsh~)3ia5m^YV*xg--0jUHQGaLVTc6<9$xFddjwYDtFYG zb10#vG&$eHRN<;IhO+j~M6o<#o-iovgTM7UsW(*UfhUv5<#+nzV}V5PEBSPn&(0GP zYcF4k6XStksdeB7raTy-m&4}^_Smzd)V_mbV6|TqyP~eH{JAUY>X+}0(#z}S3yq={ z0Iz;ti%)BB+azrFOwu@wTCW)n#sdq4@HGpB0FOb}1gs?G#Q8$2*oPU<75Aen>MHKM zE9xrlaE4xPgKO;>7R& z(DN(B4GOnp3qJ|$;_rp|i-cN&;pr*5sqPo>SFF7GRpIr3I=CXB?sg|WC4FEYNH

XVcqUy>_eoj`C`an0s;;*3Rk~iz z%@YQ(S0BjV=LwU<-v{aCo=b$_&ZUDOsw1(w=c`>w@}_q4Q}+Iwh*wK!8bG%>s%#vj zFMNB6;3=@rf0aLaO&BA#8mO23@`dOC)30>&+1-nzb&cb6VtTKm>wZ+Bo)AB2l;LiqilwXsCCiOo>OWI-O zl5j?j4bS`7PTj5qb(9Yiahi*mR+D%oK^B(^jaXZo+-#{3#j;PyeU=IfYESEjn&UPT zbd2V9?|V?bx>RT-ZudhioI(TfS}ncY+9@<`QRk#UU-bFT#T#v!gW{pd_UE@CsI}9E z-kvnQyu>M3#a95FbP74*y*_%m?=qn+yQIjkEfc=U4#7JflvnOwx@yDks;Q1hRk;}# ze~KQfeAQd8yZtVp6by7K#8=r0REi_p55GWQ)w#k~;Tkp;*m!l@clsbCa%3l&9ogyT z{On<{KfueUmkZzcZ%I|#98KqH^OdQ3`O_6bQ+8pg{M`znH*0rGZn{#47yrJgmm8F@ z2I3xj&B6QGO>OWtIid|-JE)IV3U7&@_R`BMR|&R&F}>6x{HO@p)xen=NcUC=cGmDG zxf2&Uu-iY%SzPGvKcnY!tS6PxJ@xWcE=&n{p#e;YyYhEK9LpL96=Br7H`!k}@(rPo zvF>GsfwGV+FyVUP@U_Af!Fw3?Cc)AuJ;+y1UMIZnU4ku1vJ}OEzH;e0;h(UNcacrE zZl0b7wB0oSk#X2jTxvOLY~}mgVfo=(LKYhrEl*r8Y!uqbUK@lGVTycugYY2Wtwz;` zBovK-iB`!kl`n1-8nzz$KO}7qwwKa5Ki>GTCtjh?ZgF>sX5%aqKl3zFeAop>Zj+Ge zzom;>d7I0;8kLoxU`um=|LtDXfJ1j{wu_4FaY?SfS!f#k2`ID^?J{fC)4tm!dB|oV zlJzyo3pS&}e|b@UceBuj)te}nZWj6m*6r*n%b8qiODxH{MY{k`JLzTf+rkGi{X5Zc zkFz^wz~X4O%vb5EB4&eZEy8kv$sxiF` z2FC7~bLZ>&XJc!qvqRDx9b5wQPOar@WT@I7i;_{6}%ceV<31vW57-u;m(;o(m}Fh1y>^^lZuzk=EadEQ$}QS<;D(1y1Xa3d-kpTfm6T89_dXU{cA3~ltwlU) zL3kJ%^|=?9t?#8$oa$Ne9Y)hyKhZqW0tneY)hkqv-7d5guf^!)QQL){ z%x37e2t46 z3uo^Tux4$%zHobiu$-~s`a<(Ap*u5tD{HpmSViH=-NF`O{F|#)M9lB&)Ue%cgm&p& zQ>i-Fe{L$H5MoS=yMhkg`3SMmcT0O*fNzU6wC*c@2xP$bZ+Pp*!-PGiSlBYeh__M9 zn!-1~6uL3?immYKSHc~EbzW9@Y`+jJu!QA>H@_Cv2z728s;n%>LARc)zfqYUte2e! zgcf)@v2gDJAxaR#gY@!^gRrM=I}3x0g+q*WamZzdg`dRI3Zby%h;YxXPTf4U5&`uW zt6`YuV!7nF(AF?2SB?P4Lvil%BqHEsc>f6|B(yRjce9HGLfQ!5WnV zkLAucg%^EhPD+aJlj6=4yJc_g1vkXhYFa=9WjuY2pEni#|5 z8V!$A%7uq=)7wISwn>t+Z-X&lvi#<4VG^r&AbZ>q=6M|-2OS%u|5&q6@GsnOM_44X zU84#k?g`69=DShe@jz(EZf}q;JP^!m$+v}p4-q#657XMY-o8T1Z^BnX#L*!d;>2Jz z4EqWpJ~)Hlq`l-MpFS=$_p1#ob%ndb;T}^|qYw+vA==^?fpAc?%Qz@=Q{}c^Y`IUu zIZ`PcP_&8ccSnejfAwNJ!skz-q$6-gqfeT}F%sdxw5p`{d&&Fttc{#wXKC_%J)6et zXXMcaHY4*YcI zY(RfqiI!PP;`go<;JqVWbS&%WfeE@tpgLK8Z2YguGApclK8VMBP&HYe9JwZdy%0Kg zq#hr|;Do}0`={!1VgPO?*iC`T{jT!V05+agjF2w|uyA3k{Cfb4^=~o`XDc)g`()s) zk?hKYO29Zdp&mPIJc%A+t~{K3WGn`0?Q^nkeb$KGIV-oV&!XxNIOIjkCO6fTYIAEH zCFzhnwLTjLLm;21&$_a=i)G(H7Qz-6%gq8=aQK8`FZcyf&*n@k?7VAvWG|LS2eNTZ z-y2g|i4V-^gXVR!Dl74YksZ6|@$@IDdOJB@88KSEAISPLX(-LBO&A*^PYz=7%s2J@hA_~>!vq_Z5>vIKO@R4##W8|y2|4t*j46;m#vZPQ}$hl z!rvoVQ-PiAD@Q~@na;lQs3;a$_nXIR66L!n1qgXU+)mQ#H3fkXMD2JI?YTeO= zRh3Ye{YIs4p}fGvCNR%5`DYU|vqOF4W{sGQ&Fv#+Hez}8&wb%a;7nGkt>gYLWWUC& zCA-$NFsU&M5m-ue;qWFbMl`Hzr1j}FOXN42v8M(D9!5YPZ+FoouW!zp1Wv?V?eWGz zm1L3Hg(9L(CVNeVSDLfO0uvh)o{M2$VZ!`GUfGIuU?!{lO)K^%YicPx91EX--P|hQ zZq0`KFWHJM?HVq@OvE*pAg2xM=kw=>Bz8$W4NlF7RJLJ#*haIQ7RQ2Fordz{IChfl zOp-gbWeI_^l2qdYXJsTgE9!dNs62>}oo(6Tn>EtKyvdSF+cWMjNG*c3u2~P+JZ6#)FnNbodw6p=X+pimbH*; z*;r$7Eq5jBZDW4*mbD-;lf6>KBAZlK-D^?|zH+9GH5FTdbF+>0VD2rnqL0H%REu`3 zs#$b)bFJv#yw#!uf>xnNz+2D2)@#~GZ4>l_>}6-O3s2iwWvvM3Vqz$T@yQwq<2F#e z?d{t{yY!v^fq`Dm_fK98^QtIlV{#I4x#mwjZOb=u#nsC-!6pIs8%jZd9mD0CBY@}) z#p9}nw0oS~eHiO6{s50}!!Q=;*<&2K(nv44?>RSr`SdVWU_J8?`@H{iw`4D2YwV3C zW2=ESE^`k>xOS4&H$fn}1DwTj>2Mb97kW(8JuX(?V?U+*`ln9z8^MwyLvz%*u4?by z*A-Rw-rbd_*--n1AN08P1zP=c=|`$eJ06>k?SysoPuE=6mt$ ze}`s&t+Gi~HQ(-vsx|je-gZS@lm04KG+HY(*A)%aqM5F!7e(Ebafnj?N~3e8bW)V7 zli8$hShN`Evl_{G+TQ#?%7F^;_G?A-&p*h=N3kyckLHnP@v@?}sZvY%VV;*9Hku6+ za{_8 zvrq4ibf*7K=T((1PU918AL(q$b)49txHKfoKr+kpE~vuT|4s&1Osjgj@*yRY`eeAOkS+E}hwODV z*)vj{%V{u4`-*VJ?)2XW7;m;?0hS^yuNrrOiggw()sCe)R2+iMU@I5tGg;|9dXYCZ z@25cqSWfc&ADS><&A2#Bmd1ekJ}Zu`Z@y zyu+HGZ++bYS|+x{X45j}ET+4$rm^@t*_465nWka*JKvN}K7_^8p8{Oo#&cq^#wANp z9!~JxY$YX6kY7skr&g)VE`5P}2KXi^@z4QOaj^xOOSe2M}NU>yz$p7k5Y`y zE*qnZ@pYW}37*cut5nA5VYfC(x*@!?agJAD*V@L&)@SGDYhARTkzndSWdt^1H`-t?{BD&#I`Skgs z7X_K34+WD&KMKZ*{;A?YsHHDtA50n(5EeZ$rk@6!0;vZdL*&dOW450eQa>X>=qi$* z88TN<246P%Uoj3Trau1=U+BA$#sVKg4u8R1c_=0Kh#LlEU`p-*FKgn9vBp>5!yB4* zwCx0~FS$Afx`^2r{T*Z+{2hRzNAl5$aJ-=Gqxc74=0KEmU%%T1a%lp5diuz3zbe$r zK7#^>pf+fPX=vTS-{240AdTRI1XHUU2mb{Q>ITNa4*{v&V(=Y6YBw4D10Zx8yCd~O z{I=t_JJtCab@mh~71KC%$i${@8E>YZXrcieX8E7ff+s!x zKcpp&0iWnlf)xA{8jj)H?TL>vU$HxrD^i@8Ke8k znUh$TY)VXp?597DtQ8h%HH|n+;zi?^y?NY7t6zBp87BTQqZXdR*>0Dzpu4Qi<(R^r#j;)H*`@N- z=J!$#{DW5y4%!nHV_sbp4&RYR9F2FgR6$`n{mHQ#&AOnv;la3nWQoXJDQDXx!M~7F8XS1*_XndC}C{=Q* zCd^Imu&#|eiz|YEJd{p5^60to6zM4C6ie0yjRqmHqu5bSTEc>}W0gw=Y;|g9TB;tU z)szM~TJRcOyhSr-_Qao!i_apd-8s?AxNDecnpwJUk+Rm3maEllmfTEchZWD%WIZuE z2I%Na%Pk4NMQD6TUK`@B;e_52Q>}sj?O8*xM}eN@QF$cskLhL9rBv0b&$(M9vpROHbYHJ2Y8ZDV zMOvWCnV*=T%ks{hpV*?(n0F7lFiWp(hDIEgL_A9(6KGD9-$gJzPVW6O3u=LRjHWB) zFE8?RT$!tRyOP?R{zr` zrkj=upR&81Q9C6*cRT~lqEizDBaNOd*%RBUb6K?^p>Iyel2}U-g2`IuNLBEFH-7Zt zdVdo>6Ugo}L7BONRAbEBM)i?;Omq6{a{qGMjlC9~vD;}lE)$f3H>k@!mlD{{YQn79 zaQe^gp&o?86S`A49OC0NawBlKrG1?ns&3t-;$IK(rNv4rmMC2x>vc-@mf93g%OIRG z%8%AA4M5P=F1~rLsRyyz9r5P9A!EMQHf z!9$)l$=hAd`vkiTA9?8IFFs)%#AyK3rC-Y_>e8=CxCxhWv2e6wwEf%1ee;&)<7V%l ztU0dFR)Q|C)#ga^d){-Mumf&uDVhOp>(8iOrLpO>4^_vt+H1W_UTaHut&PcRjeO>R zPA0E)GI_13RZiwhG(DU-Bhm1{)zg)>S{jXR@e(ktxokO52;Z<_B$ODlmJZnXF^vjKwS= z+d7ik+D!j43mRf9-D4T>GN$oa*2MG1C8IC{SrdPoIl?UcrTxno*k{q)ChUP`cEyBD z{{{oLi3WU4PLs2PI<lt@%mY zfj>oTvk!vz1SJ^reu7Z2vsURoIZW~YA8l^}ALI4?k7w?EMkbp{$ViAK2tuf>t;AR| zGKm?PsH!El(o%cXl2~dOjED>vhYAID)b<$8lNf74uKF>3W z<8J;hQ$(Nhe2EfsAT(3UvB%6i0K3WG3fxnF*Om zU`kqxx$r$2N)eZuleiR`mbBKzyhvV3T1yDz?mZQ5-u-(sCX>xrte*)P1cZDTgrt7+ zAqmQiqESo8LL+~9Q8Iegl4htSu305rQs%pa?-8HZ|aP3>;;=+#J`)o8>DniH%lyKg|bobc(TIsyD=*>h9FU=OPar7)u!RG7KpJIGGt zv&)b%B7ca;5}il*)e*l<)ietty|3%oQ=M1AA=E~nu}^d!2yOp@r=sQ&7S1~l@@SLH zNJ47bS2^vT-&9Up@#?@AIj!)S%q)SQr(xceZ?3E;74J=EZ?ZoU#HW*41F_%%G~>Rd z;?M&qhx4DP10`fBEr@&YTosJ<$_s1{hQ_WLgu=+Q~h#0eFv7fZG3$Hx*A z2Lrc|=Bc1e^Yrj#9xfaWysM^>mg(?g9hhCeW+pklT+7t&B`wqQPKZTY5z|W2x#p?a zz^~)Wl}!C!QZhZyrYp-9>gq|^q}3zm6|gGWB~&$@DMTEUpu2kCaab!;UZ4GWB~&%k(@SQBmd7lU++Go18Sjqh;br zq-63^s}3borb6%0A<0;#A(w}JlP#nlZqZG0>?PI>?^h*BR$19Z^>@`Bpz}(yw@R{4 zz=+MvMLf~@06A9GF(ItznDC@}DAy`rsYRzs>~R`6EWC`Rs|ZhHVQHz~VVw=mePbsy zk+97kygYX)}~2dc45 zjgvfaq~Zy(1?oImN!5d#{+?J;`5@MlwF9Ys5F6}?4OU}AEg1*GE$-aZ=}G(;s;Wx^ zFCZDhi+F7Zo1-6OByb+k4Y*qX$Hfzi6cf}n7~~Jj3Y&ilm~UDvH9)diqqYMc`alac zLb8o3AbRKny$B*{=p*opB#OEVx-S6ms}GDNp-1wDJU~Bz7O1Y0{VO0yKY_7|B1}>m z5Wk2Irg&g#8HCTz$O^Z*Pw6v9p>O3(>M}@bt8M(e&E9V{iU{nAI`leYb##zSj?P?6 zn9knq6R!wR)ZchXj^HNu5lcoU^}B>!IgFNAtZX1lO~oCxW0;MU2>KZ_u*C5UXkel* z!Np&Mn{-Y?%j80l^%r})?Li#wRg_@b3%CUtNo$;Iu1Hqr)d6szT(Y_f$?6b^LhA_4 zAdE?~Xtz!?vL?PNbs;FX4R?#+58o4iCCTw4O*pGuQFO^*OZq6^i_DpHYo97g)tKoK zrAYaxYN)P2mQw6zNkc^~M3=nU`@y*Ie#&stP|*zWXsCL_sE`y?>qPsRtcvD4(QhVe zn?{*vGCmiu+K_?<5JkQs#g$q9F-r;mGk%~VW`SG1C}efCLDzu<&`&8WU*<9;lu|s2TB5fq zYPEu>H9765B5PUfqe%-@qrEC?m5W-i&W;BXRSkurTo*&Ax==$M{uedWNmuo)N_8P< zC~BywI{K=3M?^PFALxxCh22p;R#ie_-z<&D?4XD?HhC)K^}W>nv^#a!;88~@;%^1l zA3YUG>^3P3PP&GirjFQ1-)^I=x5A2^QSZSZugF4_*?4_ieMLZfX*gAjEf>*{!aVje z4I_2X)5TsNBPZP1%2zxRo>hj4cy;ge$?tikR>+v#&7IoS1SKv~+2i_}U@~Je_7qpG z-UcykgT~uPYXeIWF~qlYWK(M87^-JICZ+rHF+bc`*kv3UN;27^a+xd>F(T`KDNo&x0RtfF56b_1BUxOwvon>It0k0MB`or<7Thd>&B*(6SidT8 zb^x~L!Shx(svYhJ7YQ;m)tQa9fD>a&_Vo%TIna`Q4TiK(b@_8wBJB&vD`tytWmbdb zOcA*<%wG(P#3PxtH&Q;ir{u{1)~}f0=DNNB5jD%TtiT6iq+ri6^B7HeV{JGg#?58l z8w+7EXqKBqeC8p0~A)49Z(|JIhkRr~{ z1L`^{q7G$vB)ozJQ{k1SwX4O^b=JhhPdYToeAR=Cj{x;k)yYdoaS z*sLQF%d}$wp>#O1K;>Ocn?W))mg+MmfTG$^PQ}HnO-Q88(YVAUpNPWJoDK`o-Z<{K zbPia|V3Iv$nwYeN)fZ9cn7>%Ngzfd6S&JB6VB3lN#HgjLv+qyTJ{fLlN}4#flr>=b zTEe}Q?O__X*t?9?WtVn4uPtLH4Ldqo)LYJsK7JPY9Y~1ylHtqQAWmiFFK5>@%y)w&1%?<11@{qizF^G^jgHX@msnwH z6f z#cUp6P|VIAQm&YFbV1v>&R$VkmEPTkYrx}*|AQc;omEq4Zcx5;^tKm` z(9r5bSvWM}3U*H*AG!BA%(Mx01E04w)w~z664gln*^pe2FK83n?tZjTD+qqSY$)MPOutEcqrX zOoomJa&co7E7s`5rPZu^Ey4mucdrBRWC0J}JIH3=@}jzY$@;*W?z=BpSQ|?xAhOye zKP$v4XsaN}Lb~b^sh@F+ObOte$Ssww_xC6LpWew zC4VvMKWw~T5J3P40N~Dl*q_XAvpD}1YvsSM*rSSe1>O*0U$d5#CSp)P)&bCD5Te2T>i}9HLlOnPAYu04Q zR}|kvi8ubD&%lcp*`&Brz;OMaBIM=Tae=B|M5C;Z#h$r99g%0grD2mfTM0Sn;rhk! z%)J2jD0tTPr>sx~*0MzXjFB$B%w}O?#5b^QTf0sCzJ}Em>%YMyvF;Rk->|T{%GZ?D z{HRj%`M5aJ)d4KpQ*#lphPCpx5cJ6wk+_CckLq{+rJAX?hiNCQQ))I;trJ2Q%)31r#&vI#==Lq^)cJ4J#q}l5RH>-{^Dn6RxtBg-fPz|E z;~S-*WVIlAxatInTi?R;v1Ai9U=8ukdbSXR_mA}~J~|reSB$y1NXUA*u3!|1vkehu zQsqX`*#-!eok7&&EH9)x@4B_o`Tho&)rtihS1jC6C1QCKDLJ*WnHEQ~7{0CI1q4(!#w0M2fobm5c zMGxMCPiQPO^JyajdjUwFRD_qacmyNauN=h3yYO<7 za@;~fERaCx3w@MQ9(<;@alK1;F~hFMLf|IH5E?9^cCit4t3(oOCL>J!%r0me@X!0p zXr|(9$OvN1hhxRgU96Qs+W0DKUf)0`w7X$?ec(IMW;d&vHvhYq`0#lv;dz-4e+L-& z@CR@M>9Hestj3&jZ9b^bA9@F~1s+$OT!JWkSV?g?hoZhviXb*T2XEz*uy%vB0h{>P9`4QLH5U9PP{Iq1$AI9bzm-yR+S^?f=x2X z!p~!1M2pY%uyB=CS1*geKuofTlY7`;pGctcMNTi#W-sd=sT-_snm_J;i`BOr>(0F| zVWkKa>#e=)8#Zp4SiFxd4ZgG#?hRXBEGUJ6p{hN2c2u<4&oaF)VvE@|?^BVxpT&AF zp+Lt^g+7bbsJ)-4FUeY|Rk2o%MHlAGr;dmRNll7&oqi&cvRItvQ?W3MedPVcB4mAQ zxr(Pd1$4^^PxU&(_q~K@01(ZZryxoOqGZ>i$AqW@8?{_yAA%;iIGg?Eox1=SCNC4E z2U%?VbPBw_OyLy}iszzpTjI9giz%;xw$O?icQEaFsgN!xWZPV&5D@kxi)&wrn0|=0 zV=I?Yb*qa#2U(2wT6_=g!c+?xK!M5-{lJj^H-)6`eyI?s$Fz%Nr4SIgq@k`A#Z*Xp z%~JZ14It$o9%i;y3I{^ZsvKzP5~8ksf}wr~eNZ@%+&LK0sAq7lC)s(|s3oH4Fi!bo z9bruaZ?}Ds|NOpHxR06dDMgHN(S*+$iV(tl?1V|I7jeXsC|g|3@*q$4Ah&oBAIo|fF;xM}$@etMLJp_?l!R1b;t8;r>}cUQ!D?$( zitkUb`fSKM;+GR_QinaW6%O-EA>iFWrEGFj96d$Pw7FuEADW{6QFe98)x~lxS`J(J zZ**V*+`M{wvFIe5T>q6!WR_T-6ryJrN;|oov*juFt%mK$bY9M5Ynk8t43&sBnR7!d zIK#r(clX5BGt8lh6tQPnwMtk99l);QZmc1olqWT#bL3eTBe7Ofoojz#d$<^Mkqxd6 zO;=yCUWtvgI9|^+$(AlrWbcEeTI^uw9~apfO$DedlOpFU!){PzrQFfQ}x>$RaeH6Av z^PJ?9*^SK}Zc`LcT7S{}8jCS}_Q|WHJ{D_=v};&}bw`wE6^6ZJb@|m0Fj{_L)eVZR z9b1>C*2`o+0Wgq#Hy&kVzl#o4>a>EgIOrYTF@eXm=Sza9%P&eXaWzG~sT7e?!Pjkw zz-xNjt|cP&Ity)L%f$H!T@g%*zDDV2khqV0VIyPwaVUC2KVvCWAQstS@dGBGJtFfu zYo`MrfIcxcSscI4YT&yHuCudP2JO88F*;gYxPhUr6QwuUSwrZ(1oVds+@O+V(O?V3 zDqAe##viPIR3v!zPaqyk%yQ#a@$yM4DVt=LN@SIfg>)}3=ct?PeGPD){*#Tb z0J$a^I-(>O`-lp4v1%yvJVGzV1ba%B&8^A`?qqT17qA%4+OH6Px0&o+1xs1i(UD@s zZBSZT-nwRtEF*$wGY_SGqny&-ScHas&KG8*r!)f^l+U&E_&Q$32gH)!dp}9xeNB-d>^QW4;7_%S!})06sSA2tYub~w+t>~_wb<1 zdE&i$SPHFrSHT~s)|(!#uaAj2_gFleI+XBl14Ycd&)$ylEKU+s)-ZdB!WwK~4PD9? zC$mIiCFEv4@R}&l^BHk!rZ^K*3tP(aVa0q760vv=;4^12` z5ZXuVQllsps(QVs;JV~ek)Z0e+LzN?Jn65%RHw|(2x^z->i>aQ z^_YF4Nfz~=uqIU^Avh;U_^E=w&N>i%C~v&Q@F(ncg<`56^J4uU9|u;2CRLFH|{5 z0hKFs?_Gl9WeYAwi%gOS=q!#7xJKhwvSqp}I=NY$v=WmsOP|pKG?Y}g1IVevP)qio z91dFa4Y4z#Z-^pr_|7D|((=M&Y+c9gOr62HQ z-XBM2(hD>p>|F1q7x<*ePIF;Dpllyo$io!)3P`~px1YJ=9i{*Zhod`Ou`9*L8Xm!> zO%kg$yc)aLOYG6`HIc1hQubfD&)s?@ce530?okuf+}D!D3C6FoS{I$)bFO3FZ@dL6 z;_Bwyr{xP6J2h5x(eba@`E%l-j<03?&x=(){Da_8wgZiW#-lrAKJD3S81HaJ}l-|Fn_$Llh` z>lRfKFiJO4`gIW5mH2-4MF;1M$~;BGDz+0P!Tc?DuKil8fos^4_RhpAe4K_YYbUZocns^m zN<0bS2Utd1=l)RMlCk%V;-6}~HjDd0goN?F>_Tgi3XlALQ{g2ZvPrKRDKX;x>UMhT;_s}5z03uqKxo+B?@w6D+W zi3mSdNy9}eKUS;8GSF-qz>yX?2X<~y>|)ABog{0wjH{yNTP$2tB9{2EC}ha;Vm4r`&4&uHgs@Q@JQCxMXnRd?eIqf5WlK_V-aJ`;B{865ZzsveZ6xxVfz6mVu0B-IRyhb3lM^b9tqR}PX_V3;!`WVt6=n~h z_DDANSDW$Y@ljT}0}AxBI=Z63+zEkWQ3k3&-)qMn8P4yWu^8`-J&(kxG02uOEy;Kx z#h+>+!+{^S+Wl~t2_HjcSaG07_9dGDveLBcsHlSBZYu~?#$QxuY7}9%8PDQ2c&a3n z-8guHZ^GxI5^AYHSpbjMAZ|Vo<`m{+H}>bH*hw~@)pfF)FJcHJU@z}-c{j>Rq4S9ngW(ZB3q&56 zp23}aN3{5qh)^{j@jQ=NmT>d}?*AvXXQJ;ryf&(TsynZm_W!2(n7hgbDIKo>2Ztch zyT~Gc3|oi}c$#!{T007d1z`09(gT4Z+^lxPpmO_a^~YH?OaoE!71 ztgBTFX*o)|>Zme0G|@gKSLx(HPuHq+4Zk)_D(CBM`7nv~4->0Q{Cuzh8ZvC#V-vEe zB?=b6=Um)>@$^*&cFRxP?Z_hy2f#D{rafg-KU3d=tq7kG{p0wjY>A(E9LJ}!!iJw8iXub zEhWkM)W&caNW?0mBvL=GGRai#EQ`H*gyqwWYu*-qzyiXe5VP|Zh=Mj*!Vdp+$p)n} zb`gWIx`uEjVJ(hVz(5Cr{cLs#y@!Ny(2MDkWYDJ5mZ&ro%aV-e$5luo3+QT{Gx)gEeJdrCUny0kBs;{(AgWZ7F)e?bw^A~yELT!W&Zk5y$sUAI*{8I(+Jopz&_OyJ zII2Wr--v{us6?d5*)?<742eGg{ zuiUF_m?p}7^GhI@!;XX{p=;zktMSRy#^nkY8u}&H7%6ug<_;!;I%Vjl3Wv=H6Xp1n z-|&+ffKh!OGegQ1U+P(KR5&JGmc@8{Tu7qbKi4Mb!dR|soF^GiPq~t4ua47+XY}(w z6zP||!_#PEZ|3(T6hX8O?}6Hf6AggfR4;TYY%}g!jKAtl;=Vgn! zIvDfaNW9e8Zd|0*VXh8RkFD6BX&B+a%3-APvPR{SRle&$MJl9SVO@m@DNOLuxNw+c zz$D9peEAkwC|Zn<#@@ErTPu9V_*?3i;*yEi7K2XkpzdU_VZo>(C3BJMKZ)J+oTP+XIwQMttH%Ghno$`6LNk|FX%%i#C}c}8Iu{Ic!OLvM zGkV9jXpg}QtnvZK@jS~Wn-3P* z5)MQ}J1w$=>nx-vI8|^Q6VUtwv-|N|L_5L6^>fMgo49#62_#6(!Mn`Iv9qD(03}Bb zi(?u%-C<9|4Zi7i3sW~9tU0*&_f1t|{zvszO!nq=2Y)>)wsfbu>ri*y|LeLZJg>V` z--{1tnuE@d`|t!!noaJ6Aq9Hn;aKGiiwwcRt+3gBW@?k?hGl3bNSHCwX_{`BjnZjw z`fNHgQ^uEmOAUaqaJq!xNsbQg7Y}04xmGlJaJJQWdR#~+dvF@EX1zG|GPBaIK;FnM z=OzlHB}=4OWgQEV<&B`HK3>Xt7J;^22(-M2Yf`S`I&}!FIIof=AG{9}Tw0yxxW4ET z;H9hrv6$_31Y1)bOQ%2a!n7OvTBO0N=gGy96yS zR?uJArl8-o@dfm8)f#w^x(!iO$ULBZUWly`72;c7NQwT{LK5b9i(&8c_FS6nErPz$ zR*(E+mNzE)ao2D3B>S%Wo;F2WM&ck}7N(dh%kC}iyw7{^rj>kzWgw68ty;+k1shsK z`iZFnc?2&EQX(RP_FzBR=BRNFjtdaq4)GT#er=G?_CfrF#3EzGsiC~PpLKbuyOTV( zBt0llyf%yv_4`>UfTslbau{#S_v?H_{xA@dHKNsU{=~2KGD?$lAO$qT?tI7fNfykWst?8?nZ@VHD4obk?DMXqd`wXT~_*hO?*7MD}>z zjWuwKkO{nV+I+e(yX7IwX1IUXe%i>7E?Z5}X9PI#>c*9{1wWz;iyV+ccZX*@dY0<% z3VT<9{GdYIsos9s1*$%|TSSE0PzsxRWLS#mmS^0CKM+*TU;{QCF!Ey?PRBdphdxJg z8}>aGt_i$NsH-8a+~FC=-LQj%u|PmL(z*>}AB#2o!?qP5)&sLHJ{L@mbp8|!;y(mAYb}H{Kv2Xi` zzSDUZea}9S04)PAq(XAh-ftmxPv>LwzrX`tIdEJHVVnU~h)-{Eat5y(c7xi0t^jZw zvhPq=DaJL8W3+y~gh~$-pV<(<| z*8eHoGOrc%a{|6b#=#9R#CynmQ#75+FEqH3>FL+sa*OpKpkDHYlu%?_ zg?HDrG*AvW0i*#-hpAja006@o!sZD0>bfv4!ypyZ{hGMC2(0eySfN?WYp{w}MEGL<8TyZi>jaVkJ*-A#M00C2!GozN{kK|&k6r8_%{uV<6j;37yLZqJ|8dY zxUVu^jQWzlCMv9einp?Oa|LhgfA3rws=%Mbs1^K^1|_(g@8v19%-4g;ffp6k*%W8k zN`6eE|8p;Vxb8wb57xi-#;^OtKdbm4ma-3yuz4(>fx)+8HDBN0n=!BAjPv&3Y>gKc zXZjc?s#nA+uK`<974)Z5ebDfO1O3F9ulZbd=fkz`uc2$cJ<_RJ!+&NhGhbX-$7`{a zeDQc4E-A{%6U)ElLs-8&p;-?a7?&r))`Klq$P>xy!Iu5|fr%PaN66x7V$B3fha5ny85uZ?4gUlrdj%mqNDX zlWxP`C&lXTcpH|U}f4wr^Sf!p%IaD)J+`HAUAzbk*n4wYG3W2$ktbx`d;H7TLc!Db~W>hPZ5z zxP?bleEL?Y+sv;4pCVOG-NF|#R6KAiuhF)DmNMF~9Us46c^e!v^-{`vpvm=+%aa8c zZ#C0dQmUm-P4-QxWu9FZ->#qS|6oFW&VZ|RX2!Z~)A9&3s z2apH3E4mHqpjjYG2beT@;e+)v$rS=VAl+8}(W3YVUaJObgzEUriND~f3I$`zzNqDo zyj2y3JcDDppHHb$=)Vj0)P(2nM3Md@52KP-{0NDA#cpx+NB(2g4!CespMlMGh%087Wt&>V-ll4_=n1d$$(oNvne~sDL-d74C^h%?BM1~btwirdd9O; zW*1hFYgFznj_lx3fs1xgbEL#u2HwG(y46dto%}U6bBAcL6T4NSm*}|@%7~3S#KN82 zz%K6;>vp0(zd6N)oxG*)L^9F(;X6g}Ea*^mXb*PSKJ6~L z@8yxrKkDx971JxYlk9&5>LQY3 z50ga6A^xWSC!46KRLpbpccS%SKDhbF>+r4lkh}$z!snwVwZ3Iw&aTyZv>ZGx`KRMc z*TYXLUUMyWJyvQP#OcGlXOA1#a7|dTMUEoF=`eU%)ZmIPBDs?{fJS2=>i2;kXVk?w zI~Zue!Acm{)Nmq`qK?C2z%Rq7Nrl;GBBfW-wcje_^Yq;t)@gN5h>$vqI?g($<-v-Iuh92v6UWFNAODYc*3y$z$HuS1k zbA-QEtLR%|9%L~9)nll~yCSJXn#oP}g!wt|AK{rAHfXc>_$W5x8gCZck76_!Hj4}N zWSd3lQQnKM)%l6!W4w2zk1>bzj$1VC2BICbT|0?G$9SvYs-38xgYU_Ct`_i6Z75wQTrJZHjD2GSTW>d7RJIu$*`ic@hJ$>qV#SB==?P!9|gr$LrTRb&>9} zI#BnRsW{(UH_PmojoXHI0(cM-vI@PIs5$>+~~e zX<~6S>8FKYzb6=0G{`pk2hlm7SBo4>z#S4&47R`V9wY{A6}S!UzQQ8LF(u+p47El` z{cM|9kk3tQ+ct4FpSNX0w~0!pF_!$SGH01z4hmfnlqSjBmga70eW#c<& zh4}C%9?tr=6Z3!KgA9MP#iZzGk)g}H@0k=g+X~$|p4&d+d&MUs2}@aKl5gCGtH1+E zWB56Yz>Gr{j7X?^&_TTvz#}&{9iitSv*osnSB z%_i4Kd@M$s=dl&XJO(Pv@+`ofJ`y|6^LHZFJ)-$=+-2TCbEV#L1W{ZANYn>#8VQYx zwY9igkB5kk7kEg;eTa8GSg)kr^2j;z0x!_C+7zP}_c`rkJK7EfxmP;`%O3fc9Bpq6 z=)c?0WjRgD8e5bx*mi5Nn0t}iD;7V*_1x~`l2n0FOiEb)lgaFy4Hd;JIm*zt<46IZ=1q>sh6irZiV7PEZb+VY~?uw(x7 z_r_EnxDd`rtC4(x@VmyN{P*SHYWCu@HhYadIikZg$mU}nix02yy1MGfF1Jm1ES6v6 zsnzl@7{}M4u3tJ2XdSCupbTbX4d)}#;5r{!&8o&j)1_D9S9;=`KN1_S^GPh>h={xa zgN+e~gnR>Rc)@(U>AW)>f97Hl zzHkMmf~-A-gckcOI@*m;R<5{wliRxOe1OT6@#I-*y(8N7c&FLqHb@Q~eB!}%VahuS zqKq$d0e@N;pYh~rYNaFE^zxKv=7Nv>l<}lAHJDg-_z~@(2V&Zvu%Bt0Eq4CN8?mED z#2+vX3#p5gw5YvF6@bbnoEqh!EMi^!G&_4=R4zax4$X14D0yw6seVQL~U&)m#+Og*+VY z0(uql+NO;az1&9%arRmpiZ&{8>r%027~qe0tMLSyYTt4+mA%H3gA~b8)*m>WR2W6V zS$!DUZrd+*7xIo(G!2QE1n-GvIW$_x>E59+b{)1B$}Kv1i$aDhC$aQr%8 zE&y&r#c5*pKYUcB3YUGoisM54(ZQ($@hw$cLid1wCyI)EstUtH9#ivgj07vLTxjo3 zt(0MGl#1P2oWVc0rM(L?+)Ipn$UCu5wu&7Od0ZWPCcgZN6GrZsrS|yMG}Rls@&GvE zRR!JT`a;ww=8fL^(6@6UtaBmfvQSvOMu5DlzmWpO1ghI)b zaRuD#kv3^WR&o-bd6brig}&JFL6X{V*R!mcN7C}`VTb7Sl*X>m=LP<;MAR(iRYYMi ze;@X$olAH%JcgC4WhcVLJh#-!g@Y8m(tpS;6uXg*%-^Oj;0Rw2@D zC`ctz(LEg{x${lwr9)DyWx6pR<$wuF{LvTV(~V71fo#`pXxOj_J?>hp7dQ<&NjeYm zAhLB*RdMtwuPLpdV5v@O%Ento6CWu`bbQ9&Y4aCJ*|=qvT3?ReObinT{&QV_qgw#8 z*}HFsDU2CgnedJaXCS8CUdVwqyvj<&&(C-iYq?iM_)2v|JvZOZHU=&8ld4Eoj15uE zPii35#M_T`qzanQ9UIHLG!r(3vC*l^3s&M12=T)M-aI7kG}e=t9Fh+&WNz3ns4n6~ ztOhmCbc-<>DW0`kD|Tq4`MvA8pS&;@`s`H3LM+Z<;{4l7W1;lflmFXTxPT<4hq2LV zsc^@gBfcz#@(QcREG9WLcF~zjHSie8r4lxKvluK%NzAla{3uCo7X7^w9er05l8FPe zR;=z`>eBPWl`f4;K&0ES0RH^`y-RB<@uP=}`a0 z5O=+0gO*j4hBQ8Til#z94ju(_F)Kj`j;Wx7coa@Sc&i%Ta7rw$DAi}RCWze?rM983 ztKcSh>?bAxrO5!d;gf+PP%llcXc`ZucN%9p!ewpDc=4%T!mSLL9(rkNovM&g4wmn% zhGT*A{ntPOnu4nMxeccGMZZ94BYVHd=^rFv4RK_tXj)ln#hwiiLn}+WSe^bNB3K#{ zxbs~_Fp!KnQ@(H;uJ?6*9xQRr9`m1rC zv|(ZoXh#p#)YY&#%jo*hE~>BQtA=H z7%IS(nr;jwVXiHin&`WtpG#=UW9|LdTj2eyWfrK94~S1I2Y4lh+;Q@+<1nSpA}WyUGTOm^9?phmrRajsAnYmH{xeC62%f0sYh0GED&Mcj\NWD#Ao)m419z&Aa-+RHI{0!;i+P6W6YuN zJBqxRYk&2GTUN3_MNCwm-yQ zO{Aghvm2t@YtkDmDo)6+Ay06e*!mjsRJtK9y(U$ce(HcbX}X;83l+glr6z2{brIK8 z8ptYk5bK&s4WsUxbY2hRpnAZ)cZq>+Lm|S27E8t{cYNmU)b=@uvf$!IhxXnzQQA~$ z$F^P*ZJJ51`%k%sm8xCJ&(QX}CZ;r#*7*d2?xAlr8%2}mQdfOHg$$+v9|)LblbF|B zN?^K;;^*d4qqLutv@;`S(?rLC1dPS^2qbHF(ZjBdf(rnPJTqbeC9rE71A0Wu0QA9@ z*%58&22~tIhHuAH1~40o&>a;sipyg zLo`;u(as62!D9m>Ktl^_%i8LA+5@U!b>2oAR(1C(UoUKeLZWpW#2ZQ}sZBE4USB0z zw3U+C@DXBeTabdyZ-|_>()y|rlAv@0{I3qcg-9@AGtp{A`=-<0PC6iUdOH=1F0HGA ziD*e8?BfDDs*rzT6$qSp1hiEl*HlO{Amda>z6u!t$gotgG)`)eR+6INTdKx{Bj#@v zlA%H(0lA?<#;6di?E-#PA^lZIG$8pZBuRzD0+ORbj4H$e$Q~8aP=yQyC)cN_|*TKj*iJ(nl58r5>VMSLqkVdpPfRm10=v=vq*)?e~Jp z$AL@cL@l?ic%jsU)>2+LLgFDk-nRnv(q_@838 zx(MH7=^4BAmeaSFG>@^qN#e6U(jKt`bJ`g1iL}@enh$sD| zT(+~fSU5;3)-8Z*L0P-6mss$D^jXC^y?nhsHP!uvA27D{?IlJIkd}tbN=DAhX09EM zmx6idG_$N7n=C@#lNN-X?+MX+PM+!PmEwMf!m{ciHr?!(h0Xq+V*U^*QWU-iA?!?o zTARB)s5X8$!ZJ__@IBjItx{fhwMyFVRHdiPx0_m-QSUsjOpkZe%AD=$smyk~lvQS5 zSG6(`fcf&bN5Cq5h_z0Nn_d71y=k&3X!?)4R z2i{)pdM@R+!$W$v;TOVB`9IRSxec8ki0G+O%}UGuDT`I%RsIpT(xeFS-Bc-nz4MRw z9EqB=EKgL9g!Q0cd4Mb*Q+7YKf`+P?*rn>XHtfK`XSIA`_O#SQ#C35K#cud zifD8PzF_pDvh;n(kW{#u`GfbGZ?uYD_34XlS`v?=@>X~7H)az)Q? zrMW@VbE%Ku))jpV%a1un#6RCkKMjzMczYd*GlRr{`6uEIF2$i46per*B{m2aT*yHatMUIC*pm92X=;69jbos+!<=-dq6GyghP6~Urlt`_>4npLTuK`GDMk%*kf z4?CZ1z`#hma;U6+HxDYv0%=RjM=8pTIG|S`mE4AUYEqrsup3EXVPT&f7&AE*_r5DA zDZhPkEHa>7kES5QKY*Yb$S|iYLnxxdJ<;a?Oi<%Tl*NZ5KGGAvy*#_EEE?N3iOoFG zqCC3ELGkt`keP`p1R_|)gU->Lq~+Y_QUDFR%K^S?G3+F^ZMUerU7Et$?iLHTORcNa z-mQG$0LWW-Q=4qXE^&3c6vF=5B_3~=!W!l6!pH8jIOKE;K>O~^7#*&G_Z10hD1<#V zUncGk*(KULrM^|(MtW2eIFH~>#d&h4iZf!DIOYUS_s;*ux%gfg&S7dk;QVN((C?7O zSM2Xiz8SpC_?B+ozRtxvq`BHghc)2i?t1(1P>FV#UiED>6WN@7jTr1bXndX4ebPpa z?r%4)C@~bdozM15Ei?^&ct*kP_|2F+2zPqKVSSF(M^!iuj79FHO0;+;kh-dKbhebE zsky0?vTVjL5`2jVPEgp##oFQf)3B)2+3ldzN~7!bgc9|6;#_=4(!t}xV+vyH?5o34 zgsz4X3VAH@5NdSy5yjodF9uU&%;Z6-*mzb-|3!(ppvJ^v>x|ABh|wLidS`5o6z0#y zY!Us=NQc?_%_8EgB%0o>Qh|_I@Ye;+pG>19z;#iDCIdPE(4i{yaFq(;ud~v^s?F7C ztokNng`f`H09P2Im;5A+sI<{g!D|8FI?9GS9}N{m&^hTZc6y_DdQPg%=OJP3pQX2W zo8Ss!+|N=srrjux{w%%27gVkwYW*VZX7@ITr+-Q{#p7S3fl^+JQn$Do>sMFIJP(nr z(gv~TytI}LTQ5GiAa!Sz){8wCq)AMCD_Z?34QEl`im!f^#0Od{MP$btRTL=BxSO%)+og}t-nDEViUg+JuXXIS;_?A`@011sb7nw zzf1ku`L9I9t5Ox=e+9aM^shwcD^fpJ`zx{W3L>-qLy;e_UjI=Omwc%vzI7FAk9A*) z`qv;KfAFOkc1^m?d*D1U+18s|d87HEB5sN&nyl=afN)O`F81lB${-5TomV(}a?-^S zYME8=NHM|)IK4~kye=(dGgb-P4e+kgo#NvgQYWTcC30>+U~alntolPr=MG6NGG-Kx z=TMP@@dQ$L3eJV*xsoYlk>gP!G(M1PJd2K)`|7o zF03x;?aqxFKuX4LS~F;(Z~o}5`b5F`@9<$z;kah6eumuv#JUZi+P%G8rC)o(%F%~i zUtyocFcA?byr$bQ*e+ZyDS|EkQB*9DW?+4*oRpJw1zqEwk;3Ygf0iSlG2lM-x3Lm< ze&VA%)${z!^gqZi@`h-1&Yr2hx(fW$P2S@D$-XAdYVq}C-zd#;kw4kjty%8OpW+*< z;jRtdqVhD~x^+4a#n!VcJ?I&<-7A-)a`E!Y)p)?i%6U20DklsT?@sfbQzHSrh|?!c z@s}pWJ329RP5B`ir+b?3=bX=I@yxkmhVL>B-`Vh)cyp%jV!rsmGv|q!zDu-eICq1O z_OQn4ZJdBtBHpxH7%kbb9Xy^cqE}j85-_^;xd zrU@MU_$jS4hw3micKxCC65Hqd)(-qeg-#@>ouGft_ia))8E+Q*1`8P<+BZP#!swNg z>4CXX*%dH%ikUN?K8C6k zDvQzd1zI(Y@{PSbX-YiRuHfqEfw;;cZ+IZ*%OQ0=klb=ekP1ngzoQ)FzNQwxt{igP z16f`Uxu`%K^M?Y0={a)V)8`&eTz~h6Lr~N|xjgxI9t4(h$Y&~~7A@zS${k@?>>C<9 z4nUYKp?xk>`{-ToU(<^0sko_r?q$hGys_9fF>I~_4Mp}OD7FhLbvt?nnjIavYf%4Z z;`7D6Blyq#p9-HPzKwa)q23~TiEoU!yG0wE7D>7T+?s`XZ8?&ej)_C&3dEn~>C4f& zX80~qytjYT3`ykav8ZbLPF$`69XmVil6MZktN#0v_?EZn{;bjQ>TT~6LGBVW+#2#x zW1bD42hT6p`i02TXxF?+6@WZ#O2kAPd?JiC%SYm)j=<}=)nPlV_-ldbMB%|_a3}4? zF3CjY#12km%NbN4?(NDMKTwvbHa5rS6Y;=7GDw)%w=+j)Q1wjurMOAufOX(w43+xW z;)81y<@mopOSIcgVv{yIo*ziF@LyCkW@Gl)D|A8H!NBq|ipFllN)4?#faV-I>raUo zYC|~IDnE_SyrG}Dk|>Q_EU%!}G0TN${UJ}DqSEl#5(~x1pKu$WQ+!{}rG0()j%$-k zH~saDhiimZCRpXBDc1zkl@+)c1}YXWTnt0)Gr%QUq$5DzBY1g`VsqImhHO+G~% z(hkFa-d6}i8uhU&VHE}#U6PO!NWRT4V%{t8m0xJls5fl(57xmAu03_L(#s$2Kqs5+ zdn2iY9W-3u1%{!06v9Ke0xY zT8$6%nfK5DHaRCL>JTn0kl@^ZHI9$k;3j9*@5F=An{bvDbpm_a65LGaKRJN(bp8~6 z5>6N3=qbDT5-yE)O>sl@ zGnl}YfF~Ag%7vrmAc$lp9acGk@UH=%6*;Mw zadNl((!~Zn316W#`wv|6b;oA^aEB%PCVH$m2`0Gqsq5fbof-w>Uv0&VKcT%wtKn`v zFE~?fV6j)giOdGN0y^`cG);lhG|!UIQrT{JoBYLQEYZ)B{nbc;%8c1!GCzByNcv@u?rF-5Ymj7=pQe565Aw9}l#P+;JENQ$L zlf?33lc+6%L0eI|?*yLF$m4wi8apSD#vpadIGZD($TLjngz7+x{BDs&o>ubW(N&wA zPltEOe=d1wfYSu%i~Kx(6SCkp;ZUNSWt5`8x?eFWa308;`lWc~8xtn0U{IqOj3bML4*4HU?w0OSGf{$!F1g5uLjIM}2H zl4erO3Qx@J`>}|c>xr66QIkDU3nE(%8PB9iw47~Ux>LSuWohIU_yz)^4 zCp>kl?_FFWAD2R0!3D!=r^-3js6();l$41!Nei;Dy&vwYqfUZ(b%YgW7U*l-J7JMy zFuCwf23Q#-nrT(l3sZk4*HKqn(72=+q>sjUNTW+D{#HhZa_IkWnigckhKZ@qz_mhZ z$Y#8vpG7WwZLk+@MpKE14kN&;MCW;LD&%K2MC<=1Ke^~sn|#+Mrz!NOoB%$jL|X8T zLb$%TYct-n={wv@GTzhAY6@gl<0*ZH9r=mBWD+f)YfQp%T2rA%!zSVjRk+ermlSFm zzZ%PhGMYp#B+6(~+W(0tQH#y!`V4MCaO>|MxB=%Ir8s`;Ia&ILD7>|d2sJ`&5>+Au z7Yq%Q$yZKMLVi8uNcZyQ!J_y4?0@e!gEMPi@gViUfOfYl=2E?8e{`y zvdQCLrA!`v_?$FZUnNcdcgpk@DAQZ^ltVhKO_T{{);nQ@e15L!5DO?S@Zgw0`d)SlQHhp$?9;>_*Q%-z-L~W za}Qh~lX1mcHfN^WO}PK#4vq*P$w>1+G-ZIY6s4~M;8IG>QkLSMR{=$@0&ri)%UN6s zAfq50?hN#qBk>J>W}`X6HntJn?;u8P&{Rz(>KX{Qm`Y2S=w#&;Tx|lvtB=g2%`|-w z?$L9sR^BYQm`k}GN*@#pH*=0G6^bi56bo(Y^kkzgqVL#9$J-)%wYGX%7uU*B6}$*e z=ZlrweqNv9&IYkchL!Sj8kaJuK#L1P$}g}62UuZNIY2Wamd#viHmhX3rUjJybdpNO zgD7xF34j4aqdLSp2A1b+qhuZF$$FzBQVUPkUnnq#0;;Hnd!;_SfyQqA)BiLQOLSAt0?OMG#feeM8D{Dgq{Ezzs-p~e5) z7??3>03V5+EwQodj3Mndx@qx0E)|!2@XYoUA~Rd=ZsJ~Yf1YRmxn@iJc(#6>F)W2t z#*3c9s0_vpP6sSl3F_-&3lZNt*{Nc1$U_L4|Lba>i;qCT&vy7?Y3rq?rUMAp`V0 zt{VL&>I_X6Ha*sB*YG%l*)Of(Dw-Ei<#zVm8R`->-gzwjmId3WIFw?_T8S3pWCGOG zek7$6SE&6ouFS3Rk(=dpyQs6#r9+>uK&`dm&!&~TdgmmLAk>&fG_p@|phv8@$n&=G;lHxyuqW_fw{(>{(z0F@NRmrXtNf_E4y4 zsSYy-CJp)+)OoLZV6htvh~Uy8QtQm|h2{m07x*O}@%2L~KA%%r4p&-Wq-$Q~v{kr^ zsMy@2{~y*SXU!Sc{LFHz{uklCVp?5LS%ARna42TD%ozo^UZVePxJy}=Eyjk@QY5sj zW2u{r4Lt8JZ8A2stNz6nQ{MtJ3|qJc-M5{)GN_JkBP1_F@&?|r`j?w~NS=~>5d?ip zZ%F}g2l0~pmLi#DT^W03ld-;?CcN#6L;B&>W%YtH!Bdt64qJ_~>~OQ_EyhNEOOed7 zE>0^-b5Kzev=C2Gu0eXOtjq%eiJ5mZa2m{%4HB-BIbBp8R_P;g@gdqek>;w#;>_`! zVmMWrmV_V$5h=U0#n{5>Ji+lP=%a9a>bNoo9$2=6-9-$kAWVl?pa;$!$^+q*;PvW5 zUbGbg0(?Trw{jc^TXS!OP*0jv@-h%AY=jqV(iH1_Sic>*1}x(SB`+=}@NR|@B*XISLBc;sOJ+duOG=QasBxEz#j_4Jcs|k{qx`9l~Ychj2FU2pQ7_XT80X`17sYaXGM?Vv&Ea#$`ol zz{>%1)q%vx-u<8%k^yjScSv=#pUyvzHOhtf?Dp3n+!?XNaLAyL6BT@d2LlFcD zn}OE={cwdo`Ev!jtccJVut1BW%3@0zpSD&b`_nW7{4b*{gD`7!ND0P z)`v%`(HU6#`hShiEW=o#@)|m$fiu%-kza~0!|6q5P;?O?X(~E%!Lt)Gsv99A_AFj> z#t0ocLTAdnSVY^tUM#|)zl(Lwc7TIGXDS^ak=*q4xa^X5oy98#aBVUH%!2Vm+`#q7Uj6Clv*P z#Z(C+tFRnO$P6roW`Zt3d^8{n?5+W&HISJn?ec_Do4nxR{ZBO?_`lc!Ikns2f$VtD z8QKF4qCF6YK-F=h6TT`@TXD7de@ACLE9~z{rxDylTbo~hO#^43u&J0H!uLVpQ5bQoT)qa;yr)?A3Oq zwXhg4?=Bh^7AiviE6#$x<{#W)F!8DP-B81$D4##HwgU!ed0!(yBS zU;RfgX5J(Y#&D*jVKLM?j>UL5^?$?BtGmh7%iB#V7K8qA5|;*$MHo8xl3m?+LY1P5 zW?Pdj7YeF1coDFeTD%BY%miRD|KLUcYb?h3KfuIZFa}r*ePI^)FI&OgZ~`EvYf#KR z4#mLcX*Cp+Pz#D7R?eZA8F;bNa!qAuF4tas*q;fQe{f@PHS5IcC-aJ4wq!+fFy<~~ z+FlP}F}2)gU@^5lfW_4I02Wi*16WKgkIrU*F|~Zm0At`$6O17&=Be6POp1~)MqM>c zuYtv+0Cvehi&QK|MP)b^lgB+d7DL)hrg}CH7Big?2VgPwYAhx}DH_eO7$_ug7{ZdP zVKFv-*|7(2{ueCfWanD^{=z1e-w%!fpVswInYNi6f5bh+?$>xzTKK+vvzD|0#XiDg zy8`{l@fkVPRaqfc8mIC5pD>vt*0^vq8L<-Zv*A~b$;e;Qx-n5+Rs)M!7G493fs~MT z9pJ+$SiEk#SlfvN>HqoLp>x`ijTwHRl+#e-j?Y)x6MI&06)V}bPsK{w11kY0!dL&fHn8&4YRKdiK_;`vSnerBw@`yi zjsV$!yq1r9`m5NGg6VONfW;W$a-b_*q{R0Kp_sz?H4aPPA^PFCNztvq>b^rCN*hfHYWzhpi_+iUpjgRBF!dCC-Gl`Cs-F0*V^%ss45;3@g$47!lh z3dF=(%CP{uT-UVc3}GT>0L_SJc}4N;@XfBl<>#*StK(Y_Ny?DKw>k%)Bvzk)$pO(U zuawouq0*Cs(+Xq0Rsb!YN&rl;2K`GGh-P`k;LSoV^5kF*L5hg#41k_kRrI8GD-g}{ zN{BZD*Irz>*aRBN9+Ci61|G2$MJq z55gq!m7HE0CQ%JQ?B;>s4%Lvu>*VFdBqCxoOo9UtTrF*}nr2Z3O|O6?PAN~r2arS| zhMHM+;0CHI+l+Ia7EN!2#v89W^u#~B5=*Clc%?l!{ljY>J@F5(+toLEB}PyG@Je$X z{ljZMf8no%+Ut?*(?nDFhwx%w$e!q*YNHdkm*HJGTKqs&yRo@kdE`+%svIcI5o;10 zNM=o@C)ek|@;l}%)JnL}F>x|(`#fQd-<@FqQD=_CU%RUpY%1S?F2bTbNcxY`=H7Q=YCpXJ_+ZfuKJhTYYse6E5JcX09fP+WR z9cGR{I=?IKA7T@~5*yMU4yTM&#@9FrQzyw#K^oEWfvElRG2AAL!&>0ai#AqPVY*G> zVF0ZmE3oE}R5b~b$qZzIdsTDrnuAvW&cSwa!X!l!dYyum+XFD?oAx-?TY+^a;LWA%Bfq8tkrddtrdyycfL&4nrd$?>Bv*GwTbU^MxkviFb`%oETj?Rg_@ukxdFi zrlqu(PISEz2Zt>e;1K5R5E3t^;tD0&3gudD)yxv4i5(IB%fzMhORY$2k$aMrh7sFU z=*V1Vk(&t^yJRpxu&Mwo!(7EE(Z)4poVx%zoAzuYK+GZUjzc8cvOODwEYTCQH_`1x3~uBZ7U13=3M&M3D+Q9=P3?h7yzUHDkq`$pdqk&$mS ztgCaP)I)R1cNy?(-)KZ$x5F3)v><&K^iK59#kKjDlI{d4`Bd2>o;77ZLr7x5&p{Y? z8wC=M1+7%9nX(KisBI$ljk(=UTV&o7TolINZ1RZhuxpBsV8nJyyv{Dazl!#bOU{5h zAuNN|y9uh~41=!4%;1VL)Y;Z}bvTwRQMp+(;MeuYz%DP!J7O)P9>@1d51%7e8ecp@ z=)r#3VeA#V3d0m`$xSaaXM9Or>ysW1(rX6N!-{7_8Q5QvGHD{Wp6|Dp2>ljLRubDU8}N| z1|Qr69Mt-<_7Xg&8`eKo)2O55-7&eF!QK5sV?Uk#kv5fV(MM34&Yui`IOStwL=(e! z9oUs4-0tFx7a$a*Ov-OV5dJE{ecO-1+u@Imt(Kdw`8ui-AbFT=}3T#h$H>(k{eO$7CixXd1UXuTQe(v&!q!U-QY( zd_<)ieB3+s7`y3$-^7CNH`CBU&xOkc%JbR&>`%9GrC!PMXUp~)ztw+n<35}Gsj;On z;4`-DQ)8;o`a|~jr^eC7fuG+;C#_wq``kVDGvjbvG5&*Zedmsd=_;PTo(inizO;iq ztJ;^c%>c2otCWTy=DJlrff*vtD*s`X50c7;RlaTQ@w&?2&QKiJL}-QgzWQf*RZKnr z<;>?X%`DxB5P*falnCg(B#$-#`d@(C%bh`%7Pu)65L5!)WggH1@Ae3O(KG2M#*luZ zhJ(Ylr}rvGc9eIi~p7wLr9Tqu#yIp?e3W9LVH;+^kT>%M+t_Hbukr|ePv?0kA za>uCnT>5sdWoR?UKW{KOmvE6?zPaj9B5o(K#=py3vc$?)p4VmG>_nMZ^D3)cjy8ie ztVc=M9!-e=$25VpXF^!}ss~iisOlYPOgl{vibMM{|gu zE!pJX!0A|}Z0pGzv)LjqT2HO8%i|#L(|~*^S=I#d7p*tzD}m#ywM%!AdZgNZaL-kQ z=0BP!UsTcjRbDuM&2EzYzQkAR3npr4J_qxiT58xVlwDWQ7Mq;QqZN!7F>`!PO-*sg zP}Z3eF&%aj>6vQD-KJ2~Pr*d#pD7V`VE8{MUjj8M$Jzi(#Z~s)ZNyR?@jsa|+k(a% z@n4&kky#pKlo)lNM#q_Ik5^3Dwy%Da%brtE8oNLm6> zzrl!~FUhdte>E*zjjHlaIaRY$9@4q|pE|`t8BnJzLH)_n`YrCIGOhTL{N!=qEa_#mx=5^XcNN-TmqEHQf8i_m zhTmD$>}!(i!J_^FN7Mn&+NUq__}yH6wOQfZL{q22>Z{F!xmV>PtZ`~CmWW&V((2nl zSD{(i%5M5#XFtO{Tpfn%u$r9!Qu;M%b)GQb1GKpYc(poFDXKWX`3!LZ*+C;TeHY{h z6qOSO?{7JqKCi0$T>b=eLPw}%1DRhctZr#Sg&NED65~)fR@Y*m+9?NUDZiq~bG4Kokz;CbrIS#m>zpxq3ny0+ zxsoYE92ij-{kyu8oRT||lvcgU0ajeHqhTqIsLOmcsp)49qlMj`aT&DWb;#WvveQ6U zMcWePzp!qi9)dBi0Md!aI?oBQKo8txj%B8G7oH#p>t0$_rr@p`kW;BmHWOJv4m1p~ z;(cE%UXNqlwo92CK(H|)I^s`a!IgQ(Lv{B|S^bEAV9SvJvNmN#;d|gNdwd~y3wNP# zUUz3=)II*uUPrwg@}G_l4(m8uOHE*6R+gSyB_@Fk@CLhz2T6Bd2;beOZsJ|n=f%?Nn8p{I)}#1X4&Y$ype6#6YL)+lM}1u&_S- z^DXfs?m=wqHt!Me_Ny9iuh}Eeh@C{OATAGvh7GQ!Tdy)SPmk2rZPoaFRgDgDqDStV zmKn7kSxC&jDh+H+?UF>msUCslVemgb;LtCkF>lZBQ@cRC{=fIkZCr||Os-G4@d?_d zSJ}K%sHK7sdB(`yS$C>ZOhaw#1a1+&MXt=mdGOw$VOEv zjoMEL!R#b+58s^mfk6IX8wzTrbk4%8YmiftjTZ|r`(AU~m|a6XE6ORfqBKw(^}tKC z(y|M!!nj@=tjS6QV@KO^eUF)|U_%(*a3{wPhZ<(9s{QP>Y5u`Z$bXbe(Hy}@mX86{ zrivt)b5Vo+P$EwTU#rE^(q5#yEmKR{X*!uU6iW|Dr4SDfpG*SB4*!w4l`7 zMc{plLhuX6FA~3K{Ag=ht)#gq3C?8vQlP}SXgYqW*h62To|IQaphuxS78GA#>Rael z+k@67Ixw7fF7G0>Z%KdYbUP9eOigvTc0P-=kT>L;We1ciubQ$5VV*bJ9Cc!ltJ!tB zE-_I*4%o>Sh4)&oqfTN@HvIz|v_`UMivsN8jG1GP>LGYZX}J!&F3@U?Yrc;wz3J;+ ze1PwTwcO$_rynbMA6Z!Arv}XL0COIe_$!3i^Zf_#73wcF%0aP1C`wxXlQZug(bn`%DqRx z#dBZ42)uw1cp>2*Rd%NDwdPJW$l26(fCaeQ^)lVq(7O3XTJ7(lWxOf?2xY1OAPV{e zI!-Yd>s0(wyaE6W25J6~(qxe`d$_tqfUcz5qZs+l;{f>OBf#M7>PErr?6Fwg`c20` zeb$Et046IFUAb{6*p}-ktifok@;#hgp+?&$6e^wDP-|mU7 z0AFn7eGTvUfFq-hNo(bp3HRCmK%D5LG>%~U(dE`y-ya2)rf zL#ELAvsvRmq_&%uG(x>(z?QP35a1P#w^d=$2RCljr49tc!@gt0E_1xv(@UUC4D{m{ zweMz8=RH6j9Z=lL{gOV5nEdK4gnABb!TAA6MBK$A-arvvC5y$ys06N^mpHQQ3Rs4_ zI8E;1wmymSVg*6d%(=sT1#29RTe3L?#>UPK^o?qL6+wNqkot;m&TI5leiZc;-%OHe z09kLz?T~|hf|32IBUsD|=J*fQo%S>|AL1po=DZsZ`*NK~wKdlGchqibj(DiJ(@W}4 z!myYtRw*XoR~8yZ1oUY&y@#z;>Aef+9ao@(7*P#%cUxQT1?1gw8;#gS?{-JUC;maJ`p_$90g!!uKMaxeP(lz(z@(nB27}}}( zg=!2(9z_t9*>FO(v7VWC=o+)U{l;KZG6oyUmUOcNfQKMvc+1#Q!dI=jV*P~L&we^;Y{hH`jNP4iX5i?Bge~Jjtx%k3=W>DIK25lwAoks79iqUu^4lPRBrl8J{+1F5`>ck=+3wwoR0n>SsCE30uPVw_3h*M-QY6f8@A6$D5qJm$g1*>{O3(a70})e?}Fe zkCKf$WW3@uP4UOs5amcV$+_qs#(-e7SK-9^Zgfea%Q_HMET&#`aB%?o0erQWj#TUu zVB`+|S1|jMXdt7P4mRLSkIZ`R3qH0q(u*kPoG*c}9$5iq0ni zD>V}~Ah=tmz%-zMx;KT(c}bq|RtV?<6PlQ)-$yb9t1BIgo<+sDjwYe&U)HX;UidOA zKWxl$nhSms5=?szTl^JpJzvO?P1(sHSBz%@_9*wxWL^!*JQ{As)y?OwVGvSm{+NJv z6JUx;s>-<5E4c47Uw(x;0xK&11gqSxvB<uBXlMBMhb`FXB_-RN^sn;Z$zR{G(K* z-TWK;PV=GZQvE6mHJ^O1&mPSu&+GH1=CjJ{vzmM`W4FgX*0Zqq4TO@SY=@E3Rj6T- ztt0=aXCNj%!I|ZLV2HExunEAzX?7loK$1<_O|cBLyEaFp3b;_o7{-nj8jFP2AFz!_ zjiLJ95B%6?M~$1B->a`;@}c`G{Zw#%oAx4h3o^Lp9W$DQ=HDIiQh3G@YmQ3coQEl2 zoflc&31dh7O1zvtVf;vce~LfLK53k-Tg`qyX`H4%cjP`BTV!nP_axR0HrFWT`qUWd zezVAEgTiT++Kbgd_T5a?#{*JJ%0$8`9&}T`VYxS9n)_BTsocTw$ zd520=auJ=nM#$4s-?U@R+emfT*3-uJCflE!D`xnkFi28a@oD2wXR#438i9?O0Nz#O z*;q7 zrK@Wm_|dbsUmZ=jdf%Y&%sbjk@D;o`iH(My)4W<7yBPGEeH zXZ4lGc8bf5fZPL7FcXsGB7#2B9P3goi^J9& zBlKdydBFU>SW$FJpq)*UvUiIw7$HQoeRGC)vH^jyM-1(sWABuR*WnS5_lNI5(;iF2 zFxLK@v1wRx-yBOPJ9&(zHwV3qp|`=5@(DKOoG~hFEO{hR&^USRZ(z%)i?`LXiz#%)dvM@qp}0V8|JzYt>% z;N^&~t;&&S%8mv@#l|_D^Kcw8^e+U8n2&Fv`uM^KOsfG9quL{;XdBrnU{I?x7K*Pf z9U_O>(f#A?oeXBW6$YzPT6lmLpwHO*aW8rBcMV}` zUFbHEno5fD$%Y4<{bu;rW-;|x_7A?zAsqX6(;wHM)EMJ6xX!1l{r4WYkG0B$322!6V)dRYL+H?Q3rEw4qr?V7% z$I`d~sE{9^w>J*KD?dJOY21u_F?$Eu8;6rGot(Ecjv!w;H*aqoNxp08C;@KZ>|6u( zc#8Hl&8Rvm?2)RRtc>>Y#)%@x!&%^(J#4VDxm> z7EnP=xfxf*u$lFLlW~$|*m2ObLuOwRNHexO1ZGh8Gs~r3T+Ayti&;TiX;sDTn;w|W ztDHCo!zE|wxJFD3=-eF}2bm7B=Wz+y)a@K2ow^HhvPhZ&_u_-1e>IGhkX02Nk%ms+ zJXUI;M@*Hm_sfY2Ig9d47iNi=ITdyvomVH?MxXgi*vmB z34B$Mqz%q(2I!c#fk)?*LR&5R{78<*KSQ#Xqkd($Zp4&H!0^9)np}cLva2`%f7h=2 zfx2jGj}=U`aw|!*m@-*`al3|hE4am!k>sdD4o|WjwUg~mQX$=r6!FR(HB~q{&XI#s zrO==0^alXz6rAiQT^4TABt_}(=Q&4{q&PP=pnF#@+oN!%43cI|SOyD9SXzzCx5=Ob z*o46R69=FG?bVvzjMj^)EfX__ycE-LhC1}toJ2ah2rod`cs?v5L$o60>mP|fBL^pe zw{b+-2JM^;NbHy?E0dT8L}jpf0`cTP^tFZ$ zHZs8u4}Gpq)6x^1a!WL`OSMHq+yIk^Z8(lJK{&d5QIO9?-=~-QT`#9G$l{!HHi{CYw~?H{==qEUiyzS08JvQ zv8w-VuXRCQyw@_&>6i-~PV`rpr@uDA?4f5a_(h!y)GGb^TwqksCjI;INb0PQZ+ScG zU#9_3pc53vDG)60p+h$+ujA%g{2Dpt+d9P)Y2`MP;IAB=*j zjPKtBZT}BAU;mn%uUiey=YYvEm(?q2!}u%z!uhC08l&U~&1qGHV?RgJreF<53U<_5 zs3Bo(q)&{36&Bh@=nJt}^sPtYwcgd@HEC{%SsodJ7&YZ{ zlCM4WPx)F1g0zKZiZZK?Dqov!#z7e?7mSZ^Y(cge4#3}s)@C+bP z5}rYLHo&t1tv7?f#-@V+{zVq|z`&QXki{WE2yG*32;&}RnQ601j^D>VCwFQN*nHU! z#OA>f>FBwBkjkxJxCRE@Nm04=9CEZEhnD0}%_Pp#1JyJ(iuT}!nkJqccgcY?#rR#p zPr(m+m8oU;VPihkfL{=PA^3&k7l~gqesTC!i`}MTR+yTMALfavm?oxTi~c?>W6iP) z*A_VOw0gvD*@T4Cq!o$2;$pYyyff&#NkI!wEAybC2h}-<-M%C^!VE#L1t*5Hh}F!S z3Nt-s`3Ee(lN0q}HuWSc%&-9$@krZ#q3_AnF`x-e3M6cEk|yf-IoMl)UOk`~7h^q# zPa3-eKr8BLW{BEOme3gyYy5(M`B7wzrL?A`tt1QaQFrW9l8JmsXXljC3Z`()GFf7& zjCxSJX1rcbE(S~+i%LBQ6Q$l23QDC{XS==8}6 z4^{Vbt*5QI3s62bE3r~K0cEihKmm#Jm(<%%RnRv6X;ttL0hK*_?sN>T_lOPfYdgAL zlQrz_Ao{>Yfy{?0KG`rIx+;arFYQUjRu1cYG_uwnZ;<$7KID2Ay$y26dH_d|X{2=q zvSQcwqAOw{i-hW_T^HS7w(AY_+1DQ|`|9PP1|{$VXnv~sd3I@^Q?7H}TzQk1U|MPi z@5a^z+m=;{a;7F0LY57V!Ui5toV3%u;IAOvG#qb(^%0FaHWBrZKuCi03=$!di#KpW zUN%D{84zzqEg6tG<8!VzZOZxtE!6S^P~#_ML6do^5t6;ztC7Ex!A z(&-`C6LjE=Qo%J}hb$8S{W&U*3ppnXcGs5Gc%`#Yf#}1c%&U5UCRj7F-j|Fqbp`<^ zDS^8DLH67w<72u5?9)recwImC=OyE#PExSKm_zh*AP8ref=o;3&QzG0kTh#e{Y>?I z4Vt|syxR>Pi%oD?3?7?JJS3VcWb%e>o4yB&zD>Yz3%s2t^FiBB;&=dUB;d$p~Kj6lS7n~tjx`^07j2vMGDC;I&v6oF&) z9wF97?u8?6II&ZtG{YKk72kzB@V!BI{kZa+nue77L6xF118&u-h>v-KdAxa?dF%w{ z*rBV>dR{h87EUc;TQ3`5(|7wtV*Rcd+sA)(m2|}*dKh&UU|Ue2d=Y>wUc?LNEo+Y# zeN9VAWjxU}4)91&?&&pTA-Z*6ELZ@5k<3H9n>9S0%Es*Nox% zyu?c8yk;EG{6Zytcdir=6zsslc2lC>MZyz^n&J@$_kRy*J_B)N6PX%;X(!q;xdI9` zOC&|MN;dRI7(UijitN=Nk@I-?6wu3q=PTItA5o7L6(Xy5-RRKogwMq5@Tmu%71xb6 z{e>Il?Az56Jrv_c z2B=fsoq%7!ay_;e80|T_a`xfR#-92Q?~Cm2&&CjaLu;kG&JCkcr_YTkXAKqO zVSRp?$Sx~53$o%}bsrT8fIA%e|Cl}k$G{J&`fBjPsg;Lgt#m;%&y+#>O_eDS-jFSnDT*u|*}u zar#bvmF!Z9v8_I&@&WU^Y3$kjiF+7TTvaDKin)L>AH!;P=#g59I$)cww)hw2`8uSVSmTtVI6g#qB2 zbtePgxQhfqYTX~f8|t3$IO;zBp}P0E3`WSJN{vZ+mro^ovDDZ^|Hs90wy6{&aio++ z!UrRPlTEOnR%0YO#8knI{j)J+;fKa-dH$is zD8JWe%)N_f%owuVU1J~`qPbPUUn59u%znI~F{Ok5r7?HEr^dYSI~vowqJkCuZtNU# zc_#8x*Dm-@d`L;JNO|dw$b$bcjtkjX9SYupP*OSwz9YI{`okEccV0^peZZ{2CMD$p z-oa`eun0`fBbw8YxoEu)E&zn5pYlO6oR0UtCGO(+4#SH!NH!9c^lQ^gDz(8;w z{jI7anN>{|p7Y+a5wIsnJQSdRa$SYHu$hSa0J{BF>Gp3f-jjr$QEuPXqM+-sCBR3< z`MKrU)A4qz7rm{o?H37d^EgzRfDzl}waa*ok6Gk5 z8KO*$5lwdnT*#dBoh$Ibq0a^3L;Q-FS>g)fn(&XNvv8 zSlDU5dMv+>cuU`Ir{v!GnE0`-*|3wSEJ!&Mw{qcf89SWb+b5WAxxS%$jaht0C-?-i zKK;Zkx-IUD{lsNDJf~R20KM^qAN74!R@oNzyiJ^7oUFMEx3C{=;%xuh(*3HK@8zt; z>$kX{NEFBEge;MLHc%|DTe;s$roZnuu!Dm{XUAvYR~0-De{C|;Xnh>_n}EOa$-O?9 zw$EKbpAA5gRJ+)uNqdUy3T(yG;Ed%m>X547`Urp1E+#ke`K+=E&{sB%8*a8BbUSxK zv~qM$C2QyqTgCr=h{ADMeRWvU*-D)Ey44NYjw_%FO~Bvk3MF#CK?MePnnQd|ryuZc zB?}oM9&Av&Potki`PW2Q0ZHsLu+kyolL6xpf?lo)9=p%ro}47&u9g?au+*Vqu@Lbt z8~C`Gq+fEZf^DIf&Uh((T$~cK-VN>>bp_JN43f8CY27don;&i0H>U3Ws?Va)DCk!L z%*C;*oXHhz*)ValF#0Ffdbn5|?DT&)%9e>0?ng$5k-El{AUA||O|nIXg|vR9bU=|L z+Ot}-VI##JLeN6CVx-tmpEI_Cy-gmQKW5iPibI4!*I3LbalLTnd3JJ?xKRlHkRLfj#$$AiF#{gwDl>k`*MC+1|OV#`=k^A1%%kUVfGZ zju9_Dy5JTE@nko8YgR6*hg1+z!k#1&E)8+_i^#2inE zErhy1u+%5S)=k=OMQ*a}Qy1e779XHIno^G0>~o*GZ0I&a7+dj!uOB=AgxFZ99KuSU z5L*c|F0tUTV*3`oFQHg`>ZSCl2faoP81N_h;j>rsODtuq*hIKLn7OjVR_?81#icso z?Je%M6Ls9OR-Dl!Nu|>1~Hd+W+p+@Q8GnAxQa5x{e67BujtVv??rp@5)nqLwD9>jC; z=Z8!cB@0=+Fi{*3*fSM-6FN2G5>GwNPE8aC3jTvw(@A27h}dt`yg~;&TuM_dq?MJI zqW}GZFFUimP6XRENxas<2s{A$Uu-I%BS0o${gnluR#fG_053?wFO5&1qdq=N06 zEY5E@9TEwiWnuh2eSoJ#3@3-Y<6ji*hJqN0r#hfvBK=xtjkof zZ&QQqNCD%_)|i(xur$~Mv^94&t0a4(r5e&ZX| z>NwBzd&=~<5`3J^m?JI=-7y*UA$z#Ary`wtSAb2e%_BQ2Sm4uQ`^K#YY2~Wg_^P2< zn=*JZOL`hDGExqtQ2;nHE((%~05ft^^O*B~h5N&&MStOu{3A7+^buTaR}(3m-F-%U zTb3J=Yv&x9FL6m>K8cIpQ#DN6$wOGuu3I zs&MKM`(U0JQh(cJn!;AvAUr3suCKg#h?>a153`lW;S`no7xvxUunz( z_K=4?ch3&~X{|Wu4ZhDZ)6p|uA7JmMqb0i!u%qc>cf-O1H3~6~>+c;lrE*#v?K7&)(wx4}V&!ziW*?dtEHW#?BEfA;Z8jTzc zMw+fz=pqo6k269qQzIWfMmF9HELT(QV{?5%;D+B=As_#!{@|q0$asyJSPqi z27kq(pBI-2KaFyK`nsH@~ghk4jo z6E_i=EQfo244O}n*XOT2Y8)T0&vnhGw7Dmrv)l*VGL&zECr>KZv%Fi*RTx6V!HBS8)Q(veU_T( z5=+|9T$kAQLK~HkG7AjKOA8Rj4@thUm%cqUGelne{og9@MaGAau^C!u(N@S(QbkjAB<&-gPaqHUp~cw?5cBEOCoL%#TAsGF1!{pjU&+MdOW6jxFk5Hyk^Xw zqt%#14#1Y4+yd5y(F;fU@8O;Dj8pUcLW@aM#fx2nBuF zrIlhoxN1cl%Z1G@*Auf(V3hDg%#OiF>TAQ3uU90p|+nug++*UxJ+9>a@x? zEV+vq%;3P=22)KCIV%&x*~!&nS7FOzOt(g~2sgsmfHmU$u&=g(syu4X%7^6gPVR4P z^JOdFuhW9v8D{ijzH7x7_0J!=&$8EwQC)Yer*(XK3>HkdCy~C`&)%f8vIBP$k@G#x z`3pHkW%HZt+FG%*a}ZCL)-m%jpR}e>K$w*eHHo#+d}LjYx0NV0+yX07nMdL>9|-eO zZ+%c*NQc^mgw`m;lr;~_cEt!UtkXyru{znGZ)kOkS1b3k=BCP-vU*XvbMQjCO#W%1 zA|J1-tjbu_$|t=JR*G*czIm1G_$y*!*mO@;YEGlM6L>XWxeR)P#jF!I2&dy&(K<0q z-+3uE7wg0{AugUxWAI?v6)cB|>-7PvE7`=&;%p(HCp*1aY_HE-Tgkp!FTNxU>%j(X z5EJVcuciu|@JTnSdxgl&mF$--Vz00bSZPy7Z&z#Z5_b|}PV0q*TiL)@#kRt*t$ZEP zzZ+kcA6Gh1EHVrVT)jwXuDb4!>!cE-x-|RV0=d+KlvqroSr9C-6&uAjgjwBL%qFpg zzHo5`8?^~_FMgCA-h@_lhljFBoUbo(X{{=XRa-S_RVAy~EUpm(V%h2~;=uZ=U~i>n ztFGV%RNktgn`*VHFL!!c)oqj7D*sKqRef)7R98pW@vNra3#v1pSi;JKg=;XFW{i%xOM zDfSNgWUX3+R7f(0R;|~ZwY&$14nZh=6$2<1sp@cg@1eRhdXG|b(C8#o4by1I z#KW+8NT6;IX*Ir0d`(!?fwg!`Y_7jFzk>CBOUx23M6trRKo+s^xcQd2R=;yeC0qP9 zK9Qa6S?SyOy!&QXve4}!6O?vr&vr4n{`gF4;6<&0Day{}m8``(;$zL5;p9+_t`6i* zPXkebcf?5H!bO?R!miY3*A>F4FMhB$us*Vf#jWV8Ke}_pZ1ltPH|C z*nh$Fl;fp+&-65QZUsB=t~fuuNA;Ad1lCx_sqAUDKO6m?*u6~vWd)lJ=Dp#dC;;(L ze45tU*jsp~4g2#wFcb+Mjdx%(bh(53u^nQtPO!CRBi|Qyw|Y69 z))v@TVje$_ckgP}ripT{7+9yBqEq;#75iYPII>Y&T>6I3E-Ma14m&X5-FZsC7b{t_ z55(QV@s{k|2V&1hCM<*@(7371IB(BWc42J7c8NWl5xHvDm#IV_%$=UD_ahgo5r)%a z|ENY22}>d`fnCIfTNE{|+dsPLSCL25`u}4@+@&ia>m>NNoZ9O4RZ0%GR*jXKQ&DS` zp=G{)?!VMyjheki=p(eKcd&l*uDaFXnn@9F%|j_#q3v>foi$5sQoB@tEvr`lR%-KF zrCwR4w*J|Fminh}&DOgSv1`6f-W-uYENL-2|Do7Ze<`_wJ@Sz_R_GMYbf1fj^=oEU zu;m|#D}*Istl7udrd^*=!Qwy0_N-+XTllfqRG&Sg!oBfhY!@3H%A~FXv18skrMTe& zXf-`Z1+DJv78iuYH6vjy&WNj$T9O%gVTH}pDp=+o@hxFqQx@e$N$00lxCgpLyH3CE znM$@{ulTuOYs^M|Dt4ao4ah+4%1h{ynp0XwP*?7_>lS@FD4&~jgi>vYB{wx(+3!?G zR%4?dYtHTJ$iAsL*Q?G~oa&_al#_q#@eTwNGqdt&o)5aamPjL(NHtJ{XPQuw#Ruc) zSZG7KgCk7uNUC73e&?TOQ|nE)=FCw$cf0BwXJA8L#nRh3pZ9TW3cRV0lX}_E12=17%z;f%LW`2L-l);E8I^W6k~LP5Xd$k z5+84|@An5@uC^NQpG6X@boIRmc9o&{{94XThsEG}3dGVli2-aA$_arjZ%8cmFc8-^ z=`8uM7;X9^4Rys5tt)`@;vXf(4vTmDw*Bn^c22`0t*(B)Jhz6wXxbQ9J!of#&ppEj zQDYK^RF}3!a6iM291*t)j~dzZLbPW6aG>0UVtkA5>Ub7NI3()b!z|NSdM`x#u~7V` z@$02p(=bV<-3d*I_RX zmHb)blVYU)y_*l*mXl%tjDaM;nqiHzHsY`=5}Q&awshY76Jm9ol1&RDHIibuFmBm& zvRdvNl3AutZ%Y1OkUy!Rd{868tx%XGNjFk>#t)Lut-6_I0qJ#kv@AqJrnm|`A82Xd z3^855lI&cA8rbu2AN;|4FMF85mJc90> z!b?^}5ME4?-=HXz6C87iXL$ix2DiN=vC>mwM8k53!f~91utO9F+t|syOD;;R{b?~K z*3_Jo^Uf=c>H@vPb{$S^SnH^+mOSul<$fR!jH1AAl-q%9^=WaaakTUADtY;mprsPK zb6Om)54DD3=P<1H`(Q8fDbt=} zC4MrUD?Ctg1PYxvXz_7|jHqULo~2)c9FNo!}sAIYUSIz|zhLeTQk^N4*EFaCy zc3zeI3(5N#)g|Igq=O%OeU8j`@_4Y^S#k*_+;K}kh_CBn*QNqrD^UD1uY@6CkWXn{ zpBx;)%s0aW{$l2p$H+hb7x{pN61N0|KM@Fn7^XREv-8KW zXG_4wPmf`nN+8#|GKO9MSsYe7M!y?kON#L%JrP5`Ar2G5pI}#Rh{0i}#{`15f6j+d z)#PHzG%NcGyu8^rP{f6`v)inw+2zv{*||%^R?M$NoLW2D!}UV6XuWt)VmC{~@h#Tw zC(hDYT!^P>NfrcQzk%N@Js{CDw9|fx&A2Ic(f2(dxwqUDKh!;PcQS?`^J*CSi7u)` zudtNcV&k@IN5Ob%Rz2#>!)84?PC$=py^P4qDRSOzu~8sJ?k`gMN6@PWZ$rz#e_<3v zwRBvsYd*VrTp#St|5ZHYtKYp>anfQr*`W}gWQzpjf+wYOwfq&!s z7e2PIK@YHF54X5~cp$da3BCHcg$i+>P8i#q?XMIogfJWmAF>0)_vs_ zX;=LRyNRU?-T%93d@)#ycw@K3l66w6=HI@D01G(uClmuO!Iw3k(ARfM?hUY+BML7x zbiW}1c%aFglTXyAt3=uBc9s5g6nO1(pgdeKugsF(W9{4n(n zCF#S6+D=ulaW(tyT6 zuVY}_b&H6}|IIYIDkl)h6p2$i2oaw|CJFvhq<e~t z^E)BcUs}FmXZZYP8Y_nJ=V+9bEFQ?CX$kl=bSdHvP)sGSybk-tUrHKKL1CRct`-bX zN5@bFEAYUx^+o<1-TO38T!5)aEKt3U(YPHnMSh1V>;_Gj+wvr~G(hU)Tu5>GElh~s zdlFB%-xT?+De?@ZpQxq}wesiKVpIg)!2?zA!1n5s3})ccP(G21k8r=_)7*_>#fq&| zz0u;Y>hl5)#wC|wj-<-4m_VtXzHqC=1_VmoyY532Q|I7wc+5+tCLJP=$nQ*%1*Xnl zQzpCAOukzXOp|(h9orQsH8ln5IF=0J9UYjC%)SehB8K(RGJ`mLUMo}NF$5k%MwCmu znhWBOg*#b{f%^c;3#@#VDsX0ABZO#?DFIKk?^THntt*ALD?%jd_aAuVWAp04As*$P zqmNRSlvU_KL}zuSZq8@a=$PVRsibqkJOiQ>q9O-Ok^2vL^kcwzW+UF*NAQx2mw9z4 z)3a56J_k&r^1abK(NEYiZ`(jbfhQ1`7}Zl-Q1N!4M^3{;wg^26vO2>Cnxsjgt0=s4 zY&IVAhQZj0#ncYC1NGOVsOM3W)ZV{jGv|PTXEsZ$(j*NIErkctT*c#|G;blwj3A^* z)Y5eEq)AfK)ca>S_YtK|J*0VOlUmNpo3wIv!2{(y_s?=BAq&mU0rF7>5``U1QRtS_}4H*5onSz5}g)4LBGs0of)M;^h@#kPSP zoFKL#MVg36rpSd62?!C(*Yl84s&f%Bi6k<6T`cL|?ENOP0&sxs;zEWQQ@BLMrumQ}%eyxnSIlSLyA2AMz9ab;+Z z!Bqvf^kz;|42 zTf~Y1m5YQQDwo?I*3fASp@JxXeWlhZsVdm-9n^6qYNhJdlAcuL0jlHAFlUYur7GXx zueXctK_OD6p+S*My%rQZ&4nj6K(QlS61x^Iy%@HTha{JPUQS@>1D}E$?}vyCQe=ra zTS$%dYnMxGQwwQyz3AoW^(CXA@J6|P_mae#x00H&@Rm|`;4-9~A3|e!Cs$%uBcx`m zsHOB+y+-giE$M?sAgp%*!jL8}aL!Af=wIjX=uOy9t)xEnbnrJVp#!y4#Cr&j6@4tORe<}u;qEPwe-Gznd0Xj-bOOi(I-14 zHlefhkzRh?modS`2NR9M+O3K-c7^#bX zNlCeTON{iTZ}_XYA!S;w*_d@Ut#QWZ&(;9}V-UB)7iIxJ{8VJm$4RI4XMZerJ9uh)(i|Eme4VDD`qA%{VmPyjGpdVxS2m1woh!uhK!3M86 zWe}g}z0CX34u)o#@}XSwqkZ}%`XD+YfPWCdP4Q-li%rCd!L&vX>CF#-7FpN)TW!g@ zn2&O4RXOW4RJx##t1M%Fk4s-wZvj?dYcg}V)Tyy|gMoRS*uBCx87r`H_;9$?hm9I0 zb*r5!dW6*ae@+$7{v0OFsGaJ+mo=|;g8x#?oDot{UGGKI}6DPt%g$pjVBLHTbiUoXfPHG=g;-B}EB~M!F}ClA;azC*CV} zubm)0Bl&l~SwUDweq)3!cWp!tMqnE5gn>UT&r@mDJ}q~7 zLTK-G{ zcO#2}YbfV5mGeviQfXzH3rd*ZlhU(Ke5sUG(N3!`?Imb`HIw!l4*7~!K6%ZhFs;Ho zO3e!M#8hF-5H-`F&fh&L^+}FE0SKaKlc(-AD(okorv zVG4iR*pjCtv+(Uy^0cwQ*>DV=%93Uy#=$A7XUjS8?4dc{pCcs*A55l@2F%i5Xu%?$ zmXgA*_f~7gpVW|V;9-&fhnDK6R$&VjQgkOq;|f-1uF}BQEJ_^b2`xe zFHION3)G5i7EJctZjHyRQJKb)UX+>$XVchIFG^jEEKQ^ik7aS}?H8p(-A{C$B6LGLvs7EhBv70)&-*8GzbOP(ZzRHm92A^uJ!O2jp zrV}EL?aIX@wtunIPH5bL-B~QP5L!mDpe0gk;ZzjszC_w*9JdQPRhXwvwQ*N1kv55S zexFJ6TgRTW+;8Ma-3386gI#V2m$04F*!){fmj0OhN2218Fx3W^LC?TZJ|zR=8gJL&)FC_HB^b>0>j?+06}7TVd8# zR)3?E(D~>R90Sk&cs(X&=$OV4ycei6*s3R75+|YOB|rl&)qp?*)K?y`B^#vos? zX@&W){bM!fL!~#(hi@T3oe$UIEu;7TSNzz^Tck$97cJSlTcpXoC-{O~XeG=Styt?R z6)#dYu4vdl;eOyCN{Qx&b)7ff`4`LG17DTy=c)(^HmmU>* zN4j4-F0IxjBWAXsf}QhAP9$Sz!?4yVc!83)$zr)Y6n3*%@&dg3ZbLPyMGkkaPkSCNx9J7tbPv0<*@mKri;?4Vo)ah6IDy5u& zfs$&fp7&eWA)WiHeT3K<={J70uP#`UMe6tzE5%Erb?#I9+xnU=?J$&~O7T!TAGWhaFKf}9wpwZ?j~bNcR(fv# zjVLzmmq+4D%)ND1^Gkb+zSK8;z(DTjUj^xW=)a*PXW=<`&>RCx$^yGYJ zP|FDmqAbs1GQ1l_@Jxe)qUd~q{XFN@VQO?~GqtFBku;>xey+2wi3-ivDo{I;oZi__ zaT^-)g^2^?(>a3Hzq23Y{Ci^<(?~rgz(hf8$o&Z^G}&JEwub&|ZxO^-KO3y)itJzM z#Y&rT8%{5^7jqFPB}i^!=uZY~RY7{HZ&Ndd^Y7Nn;TAmGs5o+F(?dP$;YSlk_&J8{ zut!a?o%V1d>ZzRwoeY=I47N|x@hSDNlRQe|{33j2GxY$&3kMj}?4-&<+j-G>kojjG z`VoJ4Z0-XK-jXjE$p1hyZ6ojmT>J}g_P0<>OKq`u0;c{JuR=?e7kA84gTGte&XS(zHSNI!b*IV9@TTT&6#Vb07MCikJIAS$(271Dbb>AvVZ zqktZ`qWkNwETlYFX@J=Hph&$YerL$tO==`$H?+2MlWqut zOMR;5DK&H(eNxgbJT2)wPD#4^CnQ}Z#N$rVI8P~BWZm+tCq1QMdbzSQcoqF&(b}Yp z^sSv(ezQp1%1d>HnQ_+V<)x0ISbv2bg;kWQ7^nTj$poH!bwanvHLas6N(%+wWZ1C6pRo#UNTyS@NXF%2MeTm0eUqlQE1lWS}+nimMIM^8-Y%LE=9^ zUYEvK*~5xU-d>02SgqMk4mMjp$!x6+@-efyHps`!CaDmvbmtdH4ppR8$!~r{SM-27 z7OZWxKu;tE@&VIR+5D@3{2?c-Wa$7+6%NX~Cg`SSCh^gV*f>0@mNgla!wl1JJ^Ahe zHgULBJ%qw=Yjueoc1E{ixRqgU)i@qjWgw+$KZUOWH7?*NUo~?gD(zgTn!gm&A?m6C zs+Zu`lUwr%hP#4;UXx>RVjW_Zn0ysVG}3sm1>&sW(cB z36MNQGuc`D2T1b-7U>64pFYd)F6paFy}eGupb2*uZO#d%Of*N6s!Kb?F8$tFgKJ2+ zLg`XI>b`$!>EjPUu+pdOc}Ssw(tf6s0d1CwI+$fj>-G@bquJt);c<%#6wi!>Ijks4lq>dhi0pXn93q)S_c4X!5h86C_WnyJLL`jYe+4e|?Y!e|0tTaUNxdO5;tt@7t0NKC&h4e3VDyn@ICb zMm4E*nBt};wT@SukW`_mdnV5iiPdVzOb6CF~sM=5U;vhNGV}b z4WTHWwuVVzLPj3_6()HIBlE0|;ZnRHA5l=lcS}TT?+B@%UU(8i=OU#Dx7iuUPrcB| z??8%1LUSq1tx@`aa5vs4q%qBkrK(y%4&b z-)T1Iw9$-T7{Ug~>C?dp;<5HBmcXXVp3ttAo?hm#N|P4@JJg-CvjQ)^YTsBYqv z)C+~QJWgsZ?wcagvp8w5P;;Dhb-WZUG+XeT6POQ7*;HH9#*`)5qL~_@?59OPeS@Rj zbE?)(Dj#0w^L#3Po{#J2`56A24@O`+$-C{Z&pxZp30u@wo!z#mtvVaE=%>|LsDWZ| zNls-Wr#_>CcG6cZmiyseGoNwmcB?DJ?1$(*^gvy30&3^tbOuCJsr$8RVQ#h#vm43R zQ_;1mlHAN_UL(T$9`qJca*NUg-ZrwXZG2Psf^{)B2zlDvgePaqJ&h22V%VT<#o3}N{_3pHMvINsUounqs z(?4QW2G*yuVun(;yV`Vy#-Cv6zQEe3leg9`b`qR)*^G0D4K73T zb4O>X-4`I2F8=|I>>{=Q0_)c<(gfEncD5RZ?}ZWv*MVy^n)-B=)(A9;qy(vpYngk+ zt*2h+$7u+=M@b1%72$M0TA3j278}gWr;gpw;wLBM)7Wm(QJ3&LpM7&)3A{tCyGyN- zpZxYo0w=*&0pKd_1E&{XrqgJ~Mn&m})3hL+y#@A9FhmuPj(`mkup8~x+f#{t(x{TNwsRFx z|JVF{x}=%r_LJ(!ErG6>evs*GKgrL@3o&f7ju<-{BAQzZ`$-0aFyVq#7%WxMdyFjq zp_fY_@9=Ffn|@L0)|bMENL^iYVgc?pBtf6hcHQjKIqTLT(ha@PzZ}i@R$89?jq4}p ztu`}R!GK}+Hwr7D?YvdB6s{b>(HxjQZr`xTbU7ZYPtafvQ4LFRsPZSy<%&!{AxRUe zeTPs==ozSg=@P&C;*jZ79M*YSJ4~undDm%yTV^R%p5A~c2voPstW4~|HKAF#;f3`3 zFlnGqrO$EQG~8H~3>p;aG>slEeJ6a~np{Unm0SKDR#?QvpwHW&Te*&Fiw37=3`TXZ zw=YuFUD2|k?HfbY$^Vp+xPq&^I6LhGwq+Gg<^g@p6S}UDY3c~6gIEN$gu5f8GGbK! zd@2|rwH4!gh!p+}b8(y*bd{?%E5H0uNJB<~Vc##%x{*>_x6$>uB2^0Sdb6dLW=e15 zDRNAdX1hE&{@JW4sa!oyTN0&E(}I&ouo*oMQdwHVuwZ(hC^dDR(TX3XV;RUya^txL zDm6}0nHb!b71eqyfjFc@5 z?M#7Vr6l2PC+o(s(iX8=e~q=MafAmrYq5t1z*=1RjI|&oupv#FD9sU#*yK55T@hmU zYYR`!{p!La)&tMCoV6fwJFj%FZYfg*TRsAAJ@XI!P;6_w%5m1uIH^h zF4?lJg(HIbTDZRE{(H6@V8$boThfZXq_l{~1}^DlYI0e;BGm)pDcE&~RH)BEJL|Vo zz{$CM-y6E@}hy8DhEU_~!9nv9}KM>7jJ6vF|>U%=u;|MEuQFA%(ps9MkFqpB?#e*mbehnP+ zfVn)HONi7@xE$!n6MM&7DmpYin=O(;^de-Jl(JZwkUaNy8(H|oc47ixSQJ*k)=BZA z5YI`z0t$<9&cj8fw*ep&U7|iL3Mz(MBqtTWB1u~mjv^G+AoMj<$^Nq_{Nc|Rh4Ca+ zsrcI(EDCs3*LKbF9HMh^7j+(JleQ#8wWJdyjVu-UIb!e{ie4i9B-Cq1c}t`KVSGcX zxKz3%OsP!&ER|-|_HDrTTiUHf?2lqoutCb0Qi%IOGx?KZ{3<-mE^%v9s!%~_Ok0*o zRmIBR=38$slh%rYZ(ZxemC|}a9Qb!3Razr`E9U)GNVGo1FmdkdLMmD-#dx);^}oM7W5k!H-q{mDyPY2W zw_9$*juX1YYyXFC!6tP;UETw+ka>*rMu*&MP~0I%TMp7vWa+=tee)>UQ{sD}y6_>U_O|)HJHz>HU`{H}4w@|eV#jJ;9be|I?u9y7l zrI*7@k1<+kHFu1I68 zlg25VF}f@r%bGLh@SO}6Q6)c!qBcP6rmOzNI{)=3+d3Z-LT@%m?M#(LPGeM!>EdO+ z;zH`WQJUj2f8J-5x}-9B9{syfYHW&F@SkPgN1)c5u*}!@KyQDx%-@@@E%Sx$JmvFc z{t{rHEb|__)MY+@r#d=*LG1sw%>P}J4-TyU(BngiO1~gmTwUh<>hRI>Sk0U-^Oq6g z%lvyNpCu0af}?xqMgxD4`U(vjSg-sb+1a^mwD4co${*7>ZKMw$JWN?&q3oX|FUQeZ zTA(u2Le4)+UX|KvfCfr558yl)Uz(N18Z;gNvr@}KaX&)>aB#OBjr&GWWyLPUYKgJ`*pb6t=|-*P zlRsn=re-q}^Y=qG<$8aTjrXlQJF9UYvZ=CoBL50(AcXt;>bf#b1>lKHWxOpEs0^P- zP6wpKl7$ll+%CG1ox&CJphbE>S}L@kL{$$;)r?JX%MN-KC>iHA18ZCR9Fzj}9tys& z>3%xJSWaj^X(TqkTMkJc9((>*Y6Md69+IXCWhYp_J}mj@^##_{Oo<6Xe2jJWQK_Ya z7#Uwkcg{dkMSyE@c z(9X|lc`2PYh}Vx6P?y)zXrWbg>$TU?dqLRTg08)hx(I)IQLTTZxxzg!I`WUSQaD(J zdgVx=$(5mnVa~A3_2NvqX|)$(X{j;b6`@628fn_E0jxb>#@z;cz-FcT4-OwODN}HVQFhQ4O(~sgn>Zf%}gDlAvz%Pp@MTgc`b^xS|E&U3$${RHSB-1*bFVdKh#>ta}ZN3&}sZW zSNcn&{RP$~Z>5U3qE(s>=1H~1q1)}~uRO`*JR+Ubx+{EA`zyCk6p&j!WTBPAtex_u zA^I{_sM5mz;!KcjyjeKypCI^pES1Ti2oDP+lkW_UkT!AVhs5lwkUF;6%5#mKsSIdB zZiSMM_}iHRYFH>i_ooRZ6iVeC7o8~pi+U{EUx67njxi7zKNL!t;@g7-H29t5PM%!Im8|)J zp`d$8<@Ito{XJ_Fz5GBB%EwT7J2_Z?k2=`NRUIFc(2034E=sy*G|Nu*c0dL=iJsa( z_n5ZZ$!-o$OQ#Y1*9h;xbxXs);XOtda6u#PDw_qP|i zRfFca?CPp@Yxv~6;(jfS{$Q14Z}el8O7bkhQuY6Vct=IF=2wzk^g>|3{{vIY(%Qa? z{EJ?!Jgb0Mfb1_8;`q33fNaqV6D!e?s&W(`C46)_pcc;6WFL&K+STNXqPzDWyu~d) z;vEK+o`ay{kt&fXZH@P&~@;cN{*W20OV2RpQ%(!HM)Ek1yrS$F{!SH^-%w9P zn%W{^UWnAOMN-QkQppy%Q5F#oTclw*L>z6AE#;wBfoINAPvVh`Q$FUR6H(Ki8s~Hb z1BU(T&L(qSlmJWfJ%2kIKWvL%JgqUy<%Pldbkr<|#{Y!VN?sXmNmzO9iwG*CMn+ad z1eH-E^(rBP%BT@m1rbz6jlA+l1eH-E52{jJwA`>+-8@-$;H|8?1E;{{zzKjE;mX1V zz@@?Mfja?r748AtE4X|(`+PbZE$b?a86rQT5Nz zR#ydD8?`q-L7P?m3$)I)fL8TOw4gf0Xvwxxn>7TU_$6NB;9@)*S{aUZR~=iQl-i;3 z7ij;40d3cpX!j$(K)cWqT1ahVm*mkMzDPM4hn^aUAN;We+I@-hOIP4D{|u+;*I(qb z@*Ch(_zb7o@Go!*#_IE|mD4w5Bf;#~B1kORvbhY6+!A*c$4R;*wxt>wAF7odVJAcC@%rJQ8 z)b7Z>x zaHrv}!##%k6Yd=xL;66trEnYIcEDxAU4Z)y?giY(kt4)&dkUz1A9 zEP2YoS8u7pFu7yt-k-u>EA0V??sa10d)XiH(^C6z`OjGn!fM3pnwC0%gRGx{xY>N= z`|P(AGF)yV_C{dBaJik26OiypYMx!9<32~wZ^aSsIG?^E52`U;AzT-@D{y__hQcj?)6wt= z@@`6*AVbS%qC8X(-4_^WNiyhQuX}H)W(sC4s}_Iji$o(5 zS5KD9iGR#B(2>dV2J!lZTpBn<9%A108#?PEo*_LX*w)LCkFC7@#EtWe-o`D^Evw?1~A5_;<`t(__l z5^J5yCFg1KFz=hKHmt)any1rY}SeE2hcK#2UBX(&K4zn3LDpTwIMh z1IwpVP_64$+@6ucA*bG_Hi|>9CD0Q}+B>pqLfC^{JY5F{xHb-tJeE$ReHb;iR^399q!t3+{ zRh}yk627ZI3+Br49!odrp&*bpF$^4aAm>Z#nk}A6>Lx0jD|-ulHj&pnIYF4@L1X60 zZG@0I)^qdZSNh~|exYTh!QoMu?JM)khey!D#5fqSXP{jK#D%9rf~uK<#lqMDKyRaq)G zuF)X@73qD{tPl72ABF`Wz_3I+^WSL5YSkVawWV@xF}p(n9bYQ<5WiV!pvueS6rp~TDaJf9)2(16#I@YpndD*tK!^I1vF=a z+*E9hz?BVhu)}WX$)PUE=>~G%DAyE*n)&xNg(hYiwh?sbVhb(4vIRMB!iGMi1&!P! zFLGWea$8N8C%>GDA)}OzB99+Kz#@^#{D^TD97R{Q%bpHg58+H=DUP`O zM@)&^(D&IP2hjT;<)*^7ksJxCBAewpf?uR{)@He-;AZ|7r?(IjbDaw?C!>M+tq}+oktL+$22SVxZ?Q%77<4lo!eu2QIJ`ho;d9s08{35Rut~H|AFiEB~-9QcJ7ipm+d%J{bI~S zwf*+uSN{vWKGeD2L<0rvmZOD64JmQATu%@h(w5!w4?@QTYey>tEkbx#>ySNiBKSB5 zda@VmZK-6De%vSfnCz2r+J-w<`fL|?BB=QJNg_Si2d2JICdd6U9w(5g&VG4e*>b#m z%j>q~I~9$wJO zF#HI#X$K$(8eNYz9*_e(_e>~8SHeG{bq8A30lAFeQIG5o%9VxqNmTQo93#}JLlX|- zXBO0^o!mcKn_e9Rl^s%>!Vk&K^!YUP5YUC%5UXR{o(bgO>Qw5m94oZ8MbZz;8UDS; z>LDjTo>duL!e#jF)c8fE6@0XWUkYztQ|w3z&qQro)uP^+a$Dil7_w#}-#U7Fohi3w zHzujQ&|(C&I3oWb9;l%blq%$PR4yq_wZ%$tni6H)U8v2em|~<^N9C$wUUl0i_m4u3 zv(OeR{^W`FNkTEwxMT8#Cc&doMNX!)V-komA}uHIVyn`rHiV&g!uq6H-@+pbibV0n z)T|_~t@r^;39e1kj-!FDjG~{8%l+Ass?b3}Vo%z(Las~^C*%fV?W(patv@066W0W2 zF>CNixu+f*q{XM?iNewh#zQMl>~4{D!8VmHlcsXlZu_sAG+44alqMQ7#e`lD3+ob2uPW@;|pCMryQZ$G-9 zxi_BIO`l#il~Ip#@;I^g)LgoI4sG5bm03N{gUb=yBQ)xgyh0QMCgzgcH95HN(r?rP z8eyh`a9!&+cjS1cd2;noeZ8-jkTl3fDLp8(_GXaE()# zZav)F$xIhLh3P2lx?Nf8`D^l0y|AiPewFay!O}ixzVOPIa zqYJuF;Vrpog})*HiLu<`?dii6Oasl9320u}3DNNCbfJXXa+1sD9_XjEYQ@xwDa(4$ z)7x?fwxFk)Urc9e_M2QmFq^2~Z?c&+(ZDx5k@YvZa-~{YbW2x7-{G6AP`pDGgJ$RnfCT{5=3V=mAL(6@wgK)H+@}JHtU-{+X#ii<3v1Uwl}2>3yaf5(*9NNsZU9?eD;sa* zQ)5LQCic0TPg@mvBg@54L;KchNje!M}v*e0G=@PUlOYXwPY2egoa(pR! zvSC`ZS2Wdl39JE*)b=IV@n()RhWlk5Y2{0~Z1ca{t9hR@tMfgKtNfcIExCBj!nif3 zS%w`K)M0mYT3HIM9)6r#OwDRyu$|C8o^4*7Ew>g1I#7HzWc05^I)o=tC|CIZ(pIWPE^&+gDUdxa4-VxD!ggoR`?ZgR16MS_l zM#X6mPG9{kCyI~Xp>0>lRj9@rS#}tqtvWw^0yK)l5NrBIZY5vdNygV9{7?p?BpL6>y}8m;_9|E~x& zX_=PvCX~L*kz0vZi}I~mIdZrlPI;?U%UNAPXO`3I)yf7XOCDBP7sODn0D{1|lz1Z- z3QBqM_j)k|wMr?FZ}~or08MzE%U^poY~takT6i$RXf;y<8e1rz5L(u!uy=S;+o`?* z7fP&?-^rWxqHb3{)q0P^IXu?%UT!2DZbXOQ%U;6Py4E}I&6xZsqk?% ztgiO#h@EgVm~J|-o5IDq)@_cgoRD0?A9@u@ppQ<+q1pFgA6eh1?jysX{`X-YSrM?9 zv`WhXgSSHSR;pf&Rq)JdHC9(qy)~M*R`b?zFQXM+Cp7g`%iyOeN{3ZN-~=hQBr75G zu0mZ)vH;wTrs*YFyy%8;b-N_1=QzA7Ctc<=r$j%imyyB3_OYt8-9}G? zQX_uKtUJwL9rV_#Utxqj^u-8!%{gr(J~^c({u*GThR1xZ=Sr~!diQc*{LH5~n+iN_ z4RcahWlC~k6TAv@p^S((4SWA>w&e3Cjl(#TcuN^sg&bX3PoY#L8sf?V#IJJmX{jrl zB3{8I=W-_Ym-xejd@Ak6I*HA0=hF~3c0n9*E1yE$S+Lkh3)FP5?X3jFe{yFQG4WfhrW>$x4bzh&A$L)r5|I)ZdeJ5d8h&3jq)l2eeju)$x+^GWJ9fezt9Z@`H z;)z%EIS)IBAIX+y!fGniwRcDQHIAI=ZAN&eAp-xAT|; z;UpeztA#uBaC0r}#KVoWaPnU$KdYt|xz58Cw6HG^yJ_K29(K^e;XM2vOFIhg%fo+b zVaCJHweWT9{<414!h3o6q847k!$-C7WFFrAUeYr1rM+dCuggoG37*b?JX-B+WnOvu zy$qWsICxWHS?0^x-m+|y(4;Jdd9#WoYx7Lrb1If$sNqY)z1h98HOuh9*$THU2Q^T9 zwTM3=fr@Jx>%emCAH7gAoO=2&FQJ($P2m2GFk0fnnhW<`=%Ej*#S9*5UyUkF9=HxIszsxk+~01C&$Iaf zHn_=`uJ|(duiMuIpWOQhPTl^w!tes{*`i1IYN(I)^(31=-R3X0`73Sy2AlsIYJY6* ze&lcr?i}1TxI1u9U@Ni$t5J10$3V`LZT^Y!T6~4gA8Yd)deE8*tU}8icP%~C1`n|L z%;sm6LwYe=0fB{U(HXp80R3FscQtH&usbiu3iIn*=|@aXD7oP_$^;OxL@aKnm2_a4(?s0p&hBsXdzfLJqm=Tq`aQ>PjRZ(M zz>)+iw>Z9LNzj1Ivc00FKE<}2A8O(KhAsKDtqOA${Ws^+sVZy$GnG+K)1G@#Ty~sX#h;n<>^jB<&V4p`YAC5c7o!|Gnor9DSnbfsuW*K*<}`(SuyqgR zQvS#Lvpyd11}NPI!m8SVBVm8Wr%0M1?v)+MRoUQD!_-2Y&Y=HM)-n%hldgazrykXr zq1K3>ic8#f1R*@X00sve48sW-wCQuj#3|W!bfGG%QfiNylT);oq1UGw*86))afX4& z5G%^$@T@#jk|^Sp4$E|59ibH>depn zCNQ$sQJLRadF#IFtdd>~{WIVCxCToQgeD?|1+p^YU(f8QdmyXo{IoRB&S{tG8K#$} zC4tPlbyrUHGt&J6vG!#*#&0{Rp^eti%<$Cus5n^pKHPLUgR^(VyZCFQD4q7_lUSQ| z7BjQ+tvzZpH$jwga;;;6*m%LSq1RjWt(fCz%qVUZFd8>)6_*$JRH7amT59d{{Gzmp z3e*)6tK*qFi<8w-k1d4pzTa__+mQ9Gl#`9wrtVo21Mr-Ps_<}Hsr5%Lzok{03l87B z%B3w0Sx8l1Q6m5c9c+Zc=1;Tv`GN)?;y|Suu~4z*V>@coi1qbshOXn9z)_qJz{7gO zcyq@qtDNXkBUY>Ar1v^qmQGDGJT_B_5Y|Mf^PXZtn1ACjIC=qRG@N@yNAYBXvSD<7 z(Mh`|FtC>B*Vb|mulzlQ!nv`0m@c&tlA7xiF>l@Q352lQLRfHB`WM=O$FjZoT`rTQ zMc&)X4O_fRax`bey;jB}EnAm*8Z66lzhU$+RQ91-jTtLp=UPmI5?)bcW7esT<13~s z1?LXu4ObB^0In8XFkA>+I9v<3Sh#kttQQ+I2O+snsp724!jNn+IX`NzwbhsYMH~Ev z&A)H+pWFPi?*(;||7P>&>$H5X+R}^tmwFApwmwIkyZH|sQ^W0tI|g?L?i}1TxF>Mg zaBtuW;Y3u^5wE2+Wu2?7F=*NN+WhUdVkg_;KiO&N(fX0jnXvn5=&`6q1t zu44baKtu6C)q^&`1)G26o%RF&vc>P&{AqS{CX7{XaK@It)aH-1`N1~4&OBaB^tlg9 zC>c&9Qk8JF#_iX+`Y#_N4!@I6_rn>9zg)1RG0oU!_px(SB>rGAzpm~GBPYr;aFC56 zSS7(bmwH98F>c3Z+j1&?T+vYp1kRrkEYj&r2AB^#otk0jk)fxsNVYJgvN^q17L3WKgyziOEd_U_xTdrjtfq0{F=fIeexZr}+6hgtZOvIj!DSp} zH)kQj$+6_$g4GljkEKp6Sd;4g#^RP39?$eq^};QAMW*(EU@7#+gz@9k72Adwzl0)F zcjUS5|+zQ$sa?mW>!JiJ%$>XSv_G=2n{ncljyQ0 zpJtlbD&a&U3W#RM%k?uGn)#;9wty^r&yx8gT+v6+LL(DhHsY{guu zeoIzgnADJlwPc>A-XGA9r8G!L;@h(LhP1LJt5Uzphop1JH~1exr%c6rr_(aW$YI9a zx#7mvIT!}|&#-F!BhWkKYrNT@xEi>DzAB&mTCslRjvgqkWv36x#kHK?U#sPz-+3+5 zgrMK4RSbhxMj>sEK@*g(PnTj?Bca{j9c7>Eb|i=_r(q+mesM_o~?tK3P)FZ zu*u$uUdOUiVmP(}`&u)vmP_)XvkOxc&NvnIiw9NYmc>$4;L}7W-XHN?L_Qo4^9M8# ze>2b$0NkeM#0>Y{bQG9{JxG%{Y%=H8rS5TTlf$Si9lys4>PuI!dlEWj(Ne(@#8;#8N$SEHICN+yszytr+F7H!uwX$b*M?FOSXJR_JZ(u}O8JD5d{IesH13Yj zV>)5A$}%2u3@Qq%^ShFX>vuc4F<)^x0yn#{Sz_GGd~2WXY_BNn&b5~R8hs_~$h9W- zVSnqzYWs63u^(&WV7A(Y*dEV!govQ!kw<~R_i&g)UGW#;U9)LY$ z_irfd8!$GRJMyW=H*9<0;7eLIeN_L;Y+Bn=o2x#ag1tmx16dE#y^Hv&*d{_Wy5C1R zdy#eyWSxXz7pdeR7UUShQPReTrHyYu^S0Z$QqMtHhVNgX)q_}o>y8V>8K`$l<9w7g z7wFy~ut8HV=;+8qeR=X4%u@Uw!{XjPFfbUjXZWTl>k0?(jeRj7a|In5%zTY2cmj?Q zc!Dx_1@wxTxj}Od#901-9n1k-&8PTtKMue>DD^XUMAWSp-4AoDL<@$nI>MG*>!~5& z*gRi5VE(GsdPbq6aub{Ii^*nX?0Ku=!v*1?2&4XJ4 zw*l@axSbUoXk#Kf!Cv3vTE~}^JW5JpmBg#}1X_{AUetSi7xs>zX{ZZ7#5;-GG-{k( z+PLqbX(SFDO@Hy^dq}p#zRNx0!w(@%|K1g>`$nH87*<|LIAX0ZhPmrYugNU}|C(XShII#yQ1KGA8q3;?D}EEKYsa$g zdg1$A62`M?;^8KF6gZy6imNu|Qp$MdC#=e)4dX#4a?lZH$Fp`q@>f)T0-GaTJVe_j zu*#y_vmClTfpzog$0hkV$B2)_sJ%m5q)yf_qqHH#iGPv z{N7JTyx^PNk5{T2hi5xkW=fP=CzOkjE#mQ{C5O#{nrLgM!*Ttl;KH{r3dP-RA z;32kIo=+E3n6Hqr&-zyi8c#^vOAb@m+T>0*v0|RX8IC2w4ph~x=ro?%%rITIq9m+D zranBtiyVXiR?;wz{~gC);D;d(NOKNJ0|eo=2=_A%wLli3Gj=)C&upA@RvE&v+d(4W z)QY2aSECpKPVH|B$vP!YjiW55Zag_mjk+S*k4J0sXe$q8?0zohaT*91ZXzmPDi$tB zIt>Hl$V>aw$9l!UfeXU4YNhb6-*n-SNDVTbLmsIR>?(M5({CmNbV&t46wg8PInqHu z5H5Wf;q3?;cemq3%|;q8XC?nYg)9W*%1aKL^#Qg7up=);4ovz0{7wbhabV96z@Pc= zKl0MRp{+hZ_o}Ee2iE%lJfH$44)g_(w=tL#-o~icVI*ozZLp<50?vQHMI?OahAfP916ouuU z6cWqkw(!yO=Q7VJlPR|dF+q!sT#`%G(;(Dym~2f?jc?r`=rEfmwC?T00i$8yJx{)?ykbmTj+8+`=`|0OPqan z`bPB(M=uMi5GD8qlrxkHEp3v8B2!Qh#?a!{wzzutvwbXH;V_j(0wx?Tvg(4U+-x@2 z;rmtb)rzsMVw4 zBBL!2_(JEexNM=YADBNan8Pf>q-NwZmzD8&l%5ZbohP_~ACI}b0G3L4NoDp>ySZ#g z;DJr}*&ru7RewB|O>CKA!${+AR@zb*tNuA<_9p7Jk(tOakChVoZ6c3(thP%KPyDp6 zDr};Jd7!BX#dU|Cz9uB!i^64%;F zRDG1V_R|vA(jHv230S}rKPwS{tX7zkpOrWVB@)YUzOYSQquX=C1m~2kTh)z(uzd|( zAS^Jm*U)QXWrX2t$Y}}lDId4yi_DtK6`FQ zUh8W%J4rrXRB|aRl-?Y~OlsYXoR_iRL|k>I-8mLBUBhl3Cpo?pS_nu z)0X3S$Qo>Yv7GJDmwLQRo4@Ldd(vg)qUF$#;AE zaGfdIQr1s-G=+1uqNRm%cv^GkXiEvdC~CcijrZL_pENN4WGw)5IpYhmcu`qM^l}Z$ z5hmo)qqQuq+~8VR1&lBXp>nn@@;+g0uZ+#7*6Wyu;I@PYtOF}q)`zaHV;6*beQC}2 zpzuo<)4(4YEYh!MCB(q%IaGc<>)d$jKs%j&RH>MZs2AuoUW2yZfcr6i0(dk+r{nKh zbL&CjDU%#@8j<$uMLXBC_JN5Dcz<7126O+5iH})loA|A5Sj`tugAHt)aCScJ+`xhz z7R={gpHnRJVf%nJ32ddtFDVhK|K*IRVN0!K`^tMhpAi*UK8$&Q$WJ7g$Y$Oy*AV4% zB05Cf_gqqr&Z7ex*$9``wghvCYN+gz5;~8cIL_v+bWss!)A-HU1w7Bt;`cLX^=62- zQ!?oNW>(L^tisPJVHwn93#%LGpvEsLg6ej5i$sFMnlHP~dp!XYVENyC;txj2U(k^(mq4l3hA zmOv{dqgfc|jqup>Ko@n%NKxJl;Z!4buJUq7E=B#q8k$xPv?Z-CPFjwn1;4OfCja83 zTE$6~k;HbeNCEmnaXVOD*HYhO(aMN*R)#IcK!rJHgcIqLYcGA}tqjH_ry_dH*dH?O?%|&l`B8-)7-USgEb)Xl!SUqEZb>H-RqH0LLZ7NmY4I=J!D2F=ihOp+$6!Nt) z&yqh+;nP!X<0t*0GPoN{P4W~f+Rc1~ZW@lM*+-nw$aR|@`yw-cJiI*3zHcYfC@X91 zaCNzAGD7)fE*-EkUsKb*YOe$;%?GF*7N&%v%70r~kOQsIP@B%BT6t=E~$bgUdF8lzf2x68Ljap`tj&-gA*O!!`2GVThoBO;Ds0D=h5=Lte!Y< zaSmPI%f>h!ALD?t{`9Fk$2d@@eQcaVo$s{b=4a4@17M40Orp2@Sbg{IxkYKs%Rv8| zGNB8&@aARPwrDmcdje7~PZOx!0ajt4$5;nlw0NE$M4JxdlkBYs+~9!?2wYi;0PZT9 z6dv$Ipoj;sl{2}aEOp!Hjes_NctLMF>EZT3LI)Mrfu>M^G zi_49KQSuDa%&B~U@(h|G1JrcPm@(m5eAA$%FZqyOK}(MTLRR31^gSQah0b)~AnQ`1 z&IicyPE_F#tCt*>T3kk#P9IxikYUh>qN3D1d*cj{RJFrmKCfE?e3yMvt4Aac@6*D! zc=%^6e3ysUYGLydgdJ@72y4IVxxORaIs`FR&s-{TnALTBM@X_bDv`hDQ>(+++mAQX zwZkmPr}7(^PCnM`q+J7?geCZW-7mFJGETXzcB}W9V**vqWZ!mt;g^qE4^A?K@78CR zGh2>9G!bo#I%Pa$7L>C{geG)uYTk%QW8~YZeKgbeBH6jP~6F zY0;pSIo7Gi*lvBDW{K#2tl5p=2jxbmjdF&Ciri>RcQE^R5^)#aCR+8f;g!ZaJSW(1 z4)sQA-_;yR@h2hPE;*8hon&S7e^L5L=2zkT2%g+644bt~zFTm&g!5y+@OMd0=F}sv zl`SLa>Pc3`J(c5qJRj!$(> z20Q3lz{SILhWi?B5M0Zl4!W=4sty4R{y4an2oHoSPU{6CR-85z>C=ZoPI!iex9&3w zYjW}=^>6`Z=F!?mVEY{APcuxtcv2rE@m{v*!}r)}B&i$VMe+Xpg5X)criP8-QzKr< zYMW2>&aw&m*0kd+yQYt`&N#=+dg%gGFO``_x^W)LM~NGAsPH`7RCz3i?kuU-sT@3L z5*YeQVgGVAoQs@(lvo^P-{kF*qGHgN;Z+~z*#Vt;>{N6jwc z48(O14ZO&P`Ha~7**0NEo6oih-?ycLi^vo-}}dBq1Y*qKehn0?L1ti4i_r*nI4fzUnSobp+vu)m5_AA`FA zdDoRZ+;0NHHxLnWn)o5Fqy6c?6^0q!fb6fb>SDpeJPN+b8rxUoZJtY`ud*6`w=#0D zlfWJp+upKsa*Fl^qW!_bV0p=K79qW8fggVQDhm>augRhJSK07#_cqvmxynqGkG1`9 zHCC!MWn9Ba#j(}k(XO!+j|O-^y`Qn>$s~g^?QisQMr=xv>AP2Yiu{!YR=x!h5c;A@ zH2Rj0hCo<_Ql4O1;}_%pq1FO;W&KxHt(W^Nh>I-K=9-X8wWt&rP0jt=Y^?fvtju3d z9e!KDK~d-6v3Ow}l2a2b*IrbmVCZIbY>Z)g9k%!l@bjQGIl(WiAK#>zQ~LO|%!|pW zar-K0<#p(3oq%oq!(3|Jk0-~Z9pnW<7~r{$&o9`K%-{fJQdS-fzs@R3o%k5KHiF9E zWNyy28bC^&XjG5Zl(v87(Gj4Co302n_$Dh~dKCEdPk&jz-sEwEm5Z;(=?Df~{K-ha z0eZDyPG(%5;;KLTrl-nO!e}3#0F|EssD}P|q9u3YcPIIM5e;m3mPgZXuqd(N?|F3b z25Tw3!V;~-4d+$#6E6U&)~X^{MqVr9U%hy(KxtJQd1&pM7%VM;cIGDQFD6{l(4wk- zhE|rxFlJn5{*N(J>wX@HQ`S#t#p0e##}cdD{8p<&hgY^bY`&;vUTbX6PwOy<$B=pN z897Dadl2DP*Dn{3$cgvzsLpNHtyOF$-{mCXbUKa?p0Bw0_RLV85!%OJ6A+#0q0W_f zes04BZ06KVnX@8>O*5c7X$g~2jOj;#e!C5|*Regw@Eglap0NreoXZli0pdc=Q&Bc) zqAhN1&bh<(D1%Eb!&A?w*H^*0T#Qp|1TLsGuhD}^s8N?8wx5Oxa!yI;uGR;_G@Ie$ zRseuGMMlHSmcf2w%$A)rekKHJS?wGgsm~qOS&Ey8YbQ2%N*D(!8D>1NddorrL z9@2%;AR5MLd(hA+v3h~Odyru=AaCGZQtGNdz+#5X-sG_nz-eb77KY`kxCYA1L27fy z-c%2g{l+Koj!T>P0v1{He*eyl(nC4GKV@Qh9T&33O3EKE@@UK)NAD6X&myBVE+mM3 z%O$Dhz3?f{p1r}Qp;W-5UKGWH^zyp?sl1}e_n1e}sk?m0N4XbI2;_M89-j{gY}V3@ z>TKxXuEGvusGPsYz7`)p&!gJ+nQw(gT&!vq*c}^^znG$WXmCHh`E|{&ZABqlYORZk80DWz1 z(hF8vug|g0RM>Vwh-ghA*(_ABYfa;_S%2ZXIC_%J>a^(CLY-W7xI7xqoW%KPGdw;P zBL=%#Gxxbo^$b%D+?QAUwE?vogBm(5TtkzKSSrL(!YlTj!^A{B{Vyopx{&^NmLRNryU_LDSqdvZl9zc-DWdLwKqxANvAPcFJpO1x|P!RH!Mz}*?ZJ!oeB6uI0f$Y%x-!3wV6ex`$*hlz_09=7KJxt zk^=t^T~`8M)A9Y2`|?QcBogG2Re~V)kRX?|U~-{e3?1?wL7r=FFMx%$YMY=;rNE0J?E3 zuXlv9@q9V&ch{r2EBeq~>O-eRAAx{>ShRmRBl^%aR zUFx|0Ko80#TqZ8UUMv+Kf|cV5-qq!H$N08QwEk9?0u}|rfc2vOJ2ckDXLJr5) zO;ohMNOe)UEJrrVFo;SQoWJ1mCq$@R9>Z65%!7`^Wynih{(FYBLbwmBe#G8KRoP|T zQDw(Rzv1SarSW(Y9SuB!#gFMrWAQ$*OT0K(Y(gxy(OEPTi=Tigoy7@%k{}y6STqS1 zyS$RcxBzD!H5Sj~Ii_#<$f}iU)F!&2Hd9sL#nXtQnv2_Ciudk(DLyxNUjWa1=rP!E z@3bpF|Ij1c^nIc~*(}okS{B$|y-kQ+(OUpeHeX~zclPf_5 zWL8rx^YuIPC#LN8N^bA|S&* zCL1UjaNcGIBQog{^b8dfx)rmT1|M_fbDnrK36Di6H70+o{;3TqF(iCE9@apOP@nXA z!yk_vdJGQC#cp*k%b9~NAdXvKNb2|tRf3_|b$sfPOu7S1chh{ak!v?KNQ3`{*&kKmqw zXEXgedZn9)0a5Y$bZ=`teJwsR6+*)flzsOh{s zf|eczt4<^6n;29aGm^ZL&{s*bob%87}gIunzKiF2go(jX-o@Y_&zZKfU$CZh3W z&qyb)ejPXVi7E_x0gH(tXeS>2uzAD zBo{n!bBZpLHZH?b14pit*Af)$`>}vhmWqp}C#rFHJ&(YqgH;eJ9)YcjK?W(Y1xsK| zi;tzkjg{nJgSWXi?V;5tpGdf& zRt_=5*o^#$w;XHeYBO-7kK9QrXS}PAeBQ9N$c6h=mEV_^%KXc!a*W~BH!l29Re7iM zo=4%9YI3-%A$^exKVMzGW{4U6kbmwgZ!_HbNGcp*l5e=WvmPj{bg-OvuPJ96y4;7d zSyP_qe$I?wuLBrV{NynSXHtX={2>EUpm&aXNPa@FaJpcT14B`QrK?*U&U+v(bc8CO zStOoWz6p_cL`nb6m-wH4a-+U~Km32ibGFo3Jf?ztRXkqJaT`8~XM7wTH916=>5z2( z#*QfpVOoAx;z43X-==AFbr4 zg5&{GN`7IjVAcT)2_GUc>TRACDhJg2@IT3FBN>d&)nHQ_hii|Oyxrye>riK-3>ftVEpM#iI>!Y7h>vKiQldx zN3|70pK$*_<6Q`MFh$vpdsZ#ay$k=z%Y3rr(VTGen4ioBcz}>G19?Z|8e--4C*?f3 zuH4AI89@gCEvqZHa(C?jXg;75b>(RHhXi#1R5=WoX9$u3wIygtD4jlTSTJvmu=qXR$R zKyK8metVG@e_G-RidYu2O(kAKgkI^zernJqqv>�q}9lZeXq#(j2@qkw9OmJou&V^Rr9sAailHX`--&9 z^|TlFy6`g%Ws66R`eav$`7D`_Y9t3%uHuhI^t>fs)JXQPye103uPyoJMsmH%-}wQ+ z3$$k`<}?8-Tk<;qYW1fy(_7N1`#I9WRtY(GXfxL3WjD_i8?7jGL5KFT}=uE$kp(7rxHh3|o zw^@;wm2+d1jMq?Bl=Eg$a!qOc3}Lb0W25BANF@g?oNV~zFYwn%=aN#*9eQ5(5NR^mG1<`U`6c!AWbUK1#7KPdMp z6c(}RG=AgU@tNDBa4S-ZdQka?_dueEq6eCDE8k93+(1)1=Ly_nYNq0`^@*ZaCHnO>DGI+oQvj<2J_Ph18Wo7gBvN7@gMy-^1 zzhx;(Jr3p6RoJi(sMNo|WiNFJzQC#Dgt6)TV}o6%h3V$;uLiz6T5eSJeUX)ymzv{0 zVHI*5)kn{96v!z@kcXaQ_GZelqnaa*?Ki=fo}aNP@^koc(ohWr`&S1Gbe2%q68ONj zvUk<}jYPReiyvd>id?k#V1uLFU%Uw}YB+Im5pBU{dKVFDZD+sf%D-tV*Qz>LC8;zN zqC8c%Lcv-z)Je7@k{eJIy^Qj>4$K8;Jy$(w4+>~-;I%bNf+XIOh-9T3KM}j&6l6V zCZ^?HY|fpGy71+ujf%i{N-H)hybF6uw!^)~;Ox#xrOV86+p1WjAFtO*K3CJfi^u`b zth$=v>25akbXO8)l=F?T$SNXMo@CfFy}S@muB&u2mN)DyzZLRTG5LAYxyAkvEP5SM z+D`;#Pb=r=JIgyl9vrnJ<#u`*sc@=5G8OLXB3E&h`gP=o;$?rstSL|n<7M0vbF3VP zJ>?+7&6OCZ667?)my^r+x&--uhVn_}g@e1w23McYp#$KI-U(t`xjC_%PwXb=83y9x zNjEvw@Xv(u!qH|q+SM@oP52shmzx^8;p5xxa)0TcXdc=F8CFj#FYM4mKH_TVGp@YQ zwU=x*v}upofEH>Wj-=n=##Q2X=t)`|X5rhr`NE;l8sd{%==h`GB<&~-SDk?y5~Ajy77vhPIp8@hC!S18Rhja33U^c{k4Tv)Ro-y%~mkc4l$5?_4J z71!@T>&N4)NWPhp{GBWEzsEuU8ond1fZH_M#!a`G-kHeHC&{ftrxE7y6>!Qg%BTXp zy!+x}_xSdA=YMw_Mn5lWQ(kYN9P1uJSmQ7&O&KT;lS*GNJUvkMboFnI(UtCw!#=nT z^(@|fi%_!Pb>Vjhp+^}KdEj6Eta#CPs|=U}Yu#-e$h8;oVf;XeG%V7YFypam$JrPWy6_fD?E@Lq;r`&;87 zXbk?-uF?Gw!Dd8a^1vZuexW^%==M*RlcbH~`L<-avHNvT6euU#gRd=D|bJJq%bOcNi)MNas=ulZVR3a8X|-4;d~87z{;-87{YO-2-+nXc+0V zPm?CxoQvS%yqKQAgCe!_n{r!x?&Pra-j;9S2#JRku&1EZ@a5Zv%L&r?jKaIa<^HbH z>od7^q+BcD${|{oyr9!;(Q&jd>2;WR4MQAEHrW8J^CcyOxR#4Ymi3)`w`y=w3=smSFIsCudLmvZ|`$h#8!qgL>gF>;vK2sa0% z4|?&p$I8>Bvqt`WtQ_Okxr_*mtHG1T$*tTTJOb3bM@_zEoLrLS{_uq@?kg7`vC-z2 zU@1nkigiP?%JbS)hH6vbnsIw*yk!F{rY>=do}#C@EC`D`K)=26j3%JQQK`Jz5cWY} z$Ni7uZZ}M5|I5O#1jsqhc-LUZ+DusaM6;5}l|L8{HR>A!ubw7%b*l?z1fw(4P}1*9 z`6p?z5=3_lVH;6nuDK+b%YO($=cn_}CddI%l@SK>Y@Syg3jGNFRr>`Gp>get7Y3?4 z{NbwMEGL{r)A{oWuv~oisFcS{l$ROCJ}Kp=C(7ZiD}897b!^PJWYrR2tUZ`4SPmO? zw@_@N>iX;8-#~59eI7nZ?o~D4g?Jk{N3G<8>s|PgNpeHO*C)_ICdoA__eQ+3dm2AC zNe-7DRpRB7Yjq@@g-F zsTnOo4kM??{p)$Ak}D+coa}`|iV@Yc1qzJ!y9xGv-_jk)yd$cPkex`S}%0ZSP>g}0q9AChWR z<>k{cF>iC>U1!MqDz|-%$oXkpnkm<*bJA97gMS^aB)FP+7euy^kzvd+K^r5~r6Smb^k}DG(=JB=N-iuMWy=X?^3+HZG9aL4!Jff2jT5w$*v1eA|(rHi;&j;(nCku zU_I??f0y#$47pzYH;_ye>B2>1OKv<)WtmA-TTkR^8FH^`(FFW~LknsabN?yj$1~*k zI^UH#vZxv3U~l;CQkX>OtbMk`Q;tg}e)c1oxs4h*;waDlq*7yP(ONtlCb#l9eM-zc zUDooavY1e*1pFn?IM|lcufWXP(Ogw_HAbM4N|M03r`u?5?5*D+l7fnhVkw4TE3+c`&fe0e6Px^g(PKtUzp{=>bnMU z=#+8Z4QFmc7ijfbeRNyzhOe)s{_rrY@UYDKxz%a(2BzlrFtvKW5kjU@cudfKIF81q zh9$wTN`9j-%9}NEm73KnOz~kchU%TR(GJ2epYGzMGY;N0+s1cSXTJV^YJ{H_;ipta z01l)3(Mj~`{9bidUpl_E(9f5d-K6;+^4I*>sNhd#KBaZ^A7HAR*}RrEB$CZ}QL&i7 z6O;LGeypj%wbpZ9#h*nQ&ICW_@&4=`zsJx_DsUAc^P&d8Cn0622%a6XLG z02GUymiUKeIe69i+Laq9tJ@L_!N08`o#9GG5IQ*yGYaH0it;|>al&|L4S!yXw{XUW^xCx8!=<+{oT^n)GzY#8&)Dw}I?>0#+`707#mjG9tzU~kIO zJ4|`@zOb@%Fd)jKiLE24Q!P$;>DCq!dQ`@%kj`dm1o`nd;ndP3oj?>7Q z0w)wWUr>^90)$_m*H;7%79dseF#^p3q$Akpw(^4d%)ikY1jj@14psaqu4g#j1QlZa z4iR)fTtYDLuWaRi)Mw4B93e8tsKMrWZ7}oD2CPYy*ewXNs9~vF_|OI{G-@7&jX+qu zWpO-uhT}N-B8rGtBYKGl?F@Or7XE1iR#W4{q*;4LJvd;GP&QCpAKiMyKPtt`O*46 zJ~t^W6cIZ&0qL(cQ0Odghmktf9eVW~IN_dp04H2pAGX>I9Tfdn&a1#78t@NmAWSgE@oBfN~B*Ri0P&k=E zyNGH5=9Js)gQ&vnzFima^HvOzKw)@=~ei%O6}Lhg$_3|JjmlaaycnNu+YJQi93u6JHBF6TctWxw=nGewmPt!?0lnnGzGd;`f;7m|q)&R@jD zxwBevgzIXGQYAx^jRwESSks*K?Yd#ICgfQ=qi56C*hnD0603 zkaK}DA%m}O&ZdTK|5nH*P01ckvKfoHk3<`-tWYDOmGQ%Qg9tVxX8r&hbb0TbZ=l@4 z^*P*?`Y_x8@Mx*(y;hQRmrO0RYNjTVg8=t>F;AHJ3acP&$)Xs;8MY86ShYueZ$(l$#kMhNlY@k$n zgkO$iP5T?sPq22Xr%Gm1K4kDlI4Qc0N6f!?%SPJvV-yufmv<+i=oPRCz`SsQ;pz49gu4KPzb$FrBwogQJ&o-=OtBq9MxvOkAJxx=z*9*Af*;R#Rs9_X& zpa(oCD;yeFzmCsDQva<$^$y8~Krr;dTrfW@iMp-NH~i~1EJFJ2U4E|(du#Od2x=$Z zOX||`mb}&Fq>#~A6!R|C-fBt@_@2^KgT->DS6H$Vqy-2!y54vt2{2x&#%)7rrsLPr zfR3fuo2&SxXtuI*mwtA;;?M9nBWq8JW*ow^O5ZxHoX?(O0~%vSb;nJI=&`uzFzO8( z|D-L8Fzk6+#(%>{mvf6~KP%y$7+&*wUs9e!O0ZJUz2sC6z0;K2Y6ym45fGtVrT`TP zRi?ay+Z|aT_V{glT00itHUJd4tr-lAtr4`n9kUp=A=@_X(JX+W6BBtd8$D3oD>dWqpd67BS#$C1O@Z#Mktgg%4`><-%{>V~7U2 z3$RuP0%-&`#aX)I%vfC8uFo<(y65$|r_=_iuVYvp_V@l$Tl;czUhtTc{B{iMS1)=M z+L+~SWKHU*&_l~6z1yu z3Mf>VbMv*r>_Lnu%o==DD9l_9)Cx14z*iS04x~1AVxjeF0SA5HU$j!Shs4Z3PR;8l zwH(wRzgWrt=)@WsJ`1*SpIBBSVEIavck?ppQv*@n?_i;PLgnqzjK{{ZX;QtFd`~Rf z*zk@}#bO>6V=b8*3tM7Ozh1aubjhh+-U)|ckw26rRJE^{^Eq*>O-rvJF-k<3^DN|M zfljb~xhtOd_6MN2U~t6R(XaQCD>%RSl(O62gkO(iFJRQTwbYZV`><046yTMfQbIP(aFKqGApOR*s z0cF>#Geu@1a`D1Y$vgiD;j}&_EKoE?cUjI2@vO1baXF8OXML+}!0zy3o8%q;)G{&* zS#B7_SH@$xR(m<$70-rB^_Fvw1U6CfU(PcVSX-&ta=tr(&8sIP8(eik1yz;sv#1g8PZndp@!LOLT{8QD|5XUE znT$_J7YKe+#6kh>?%n7N=*%StHLpv+h4N{<*iFm;6MzJFr^DX9MczY;;3;72CTJXZ z%$Ia$?W6^d`Qh%&-*g$tXyfDeNk|4?{$XOruT!>LfE%uKdCa|fu%9uOE;OG zsCK_5dGXBttaZS@SujieH(o*fvHt9aH=WOdJr~Uj*YzE*%=ZsqLABh|be7GQBeYrU z3Wl*kX1z1P#_tbcBMrkNpYQ=mY`vk`f+zgnB=)W0{5Tsg8pwjPPKf6Ec31=^EnFgS zkX+1^g>LkaYOrlOy&vI~@eY2V&SCq;h$ps@J$4Ko9@dS(kkT6oM6k^?@($p`co9~> zVk0pNkHx~R9uewBX=8k4#|#;Ti8U(2?CL@gw-)WEK+^PN5)}C@eYsk$i>4*u{c# z8gpA5wOE3c7{ z?-e`;@iW5la~VG%PMb4OHYP)rSzH`}H;hJN!~dL>M+{+2vQorbKz1&cS%q0PrbjXK zU}FZ-w>Qqf|1+B7(i~brpq&|m7i!*jaR;d3$H7pAo9ck240uY(V(@7>X+C@%7i4&a z1HdzYxoyoS;^19~Ww9|BLAD~iLV{m%DOCAeTpT+Jd{qSpcqtFB>v||)ogku!Jyw}sA7{uJR_p+SFI_Ds5wop@w zRXV*Wvn8~=0S`=LL@o&~qeHyqA8a_~&2kmK*~Y55{D+~eUe^7kC~^swRnexkZ453M z;g++w12%B6)riA2r!vX9@D}=k{2Ih8; zA+ZDDcr(+~pK7af0^#r{=N?xV$*pxD$ApHBrlQ zUYsp^zFVxE;SsyE)w9;PK)v#D;{*JlUb8Jf+ zRl|30ifV|9xBO}OCq8c~sv({#)41nN-f9F3&w2+4GtPp&j&R?Ba3h4g;(x?vG-zkG zrS+ym&if`p&gGAUoDbj|az26|Ag`p?VH|S)0VpKr|A=`a&?<_#mL}(ecyxy3ya&Io z5bxo^1{d#~E&T8>R@3mm$u{mgk~NB3K2Ddhw5_6yli;6&LevH`*)b(8bs2X7A?3@j zg^b$_R%IMJ!Y<=MH~6-Zm_sKv<2Ob^#)X3_%J}*pLdMGx_#YV`MoZFU{CUp*Bjc4h zeBda^cp4CdjH|pQWaT4dC1mUe+Aqm?bsA)RsZ_{#9ljys5AXvSPj69C#`}QsN*VV6 z+N)&z9>hX2UWs3l@#cXQWW0W&CgZ88x{QDSsG^Lc-V`!+1vA+(yCZZN*99SE%~wLk zH3zCP4jpEfaqHg;Po}URT%~u`@J+9=hT$c6Q^)dihA&=j&GQ|M&pS38QMetA5Le(l{wVDT7EjdZtU`NijseG8s>@1U`LfN(4?-%{3L zT7UvG3af%i?!7FT@5E&ggv3!BP59?V%D0use?4(OnLx0aXFL*{8 ziwyqA5lE{Q?ns1NcxS)h#c8a$0q@`NM`@sx>J;>2X}3lmvb&zk4TXxK^EN)s+l z(VtX)NE8*AQ0NFbs)b6xPY>BT^p8gq5t^I>B?Mu;_r$K4=tl8%iFoDr z*6>`t3X|+bRGyfSaGS_%6z--~RD51GO>|36dFSl%Lauka+HBSj@g;N#%yI1ougPRz z8)_l9!+lu1} zzR>t-g+ThD5cHkUoK?*q_K0kM;2=;wVunPvtYRMo684fu};$6DV%4q zMoqtm-l&Xg3N`yg9G-+F)>LDr>M&JI(Ph^~n^30kf3jdlx<+B&BMi^wqDhn}fBi1v zFHOPq)oiFC$6({HXCtr7DSRFMHb~`#*-*F#r}Ce&S%{&M9ig&{P!xE}YqJhw!3oW*V4G0R{w+lh*p1`mr6F7K#-ALNUna zrBU?>!~IWf)xN&g5pqlo=^aW4M&--4Hs0_JRwrSl2uE+EMxHteod7kNNWfqX5dE}= z04(;w0~C^xkjC-6dS5T*E8bwOn$}daSQ08S)us|j3oH_&juv<)8Y_9^9^yCiRpaC5 z(Pa5;6}Xs3E@tm#{e^NVr!R@wMjbVNoj`o*+*DF-w-E(iBHE388v9WTbYkeR7U;y# zPBoCmXDn$WXaf=6co?NRoH6rWIn3Sv()3qxI-`w^Psw5RvvSiM)781%R2yR5RDG22 z5c-`|syr{D0ABk^D+h`AL0ScQ|EU2&-aiYVVhR6h{fZKPrv+jJp{m!!dq@j)D&jUZ z5XN3=0lwJYoTKEAC%u8}zsp){1=)-sZQlL!GercxoiNd)N72aUP$E=$>*!eQ zri6GKLkgEKW0hQ`*kr!O!V(QX#@M*k!YtCIxqQ~!te&Ao-xqx2+ZgaZ8pIF0&00&l z2JwI2hCSl(KyJ!oZ%F&*@O62tp4W?h!hGEj9Db3+&*WiSrd<+$mWL5_M-mTO&Mr&i z*7Ne^EGQ-!t_JFnn%qqL4MKY{{|V1k+#uxld6~FD2sh=q?fTj@AnSW zrl*B`_B*VW=U_N1;B*bnp7$=}qyKO-jcFpPvVrKej{AO8%6FB=c#_hbyPz`NPc#mh zlcoP>R1ip1y!_{%T?nGfe-5c}PM7~&*v0)_rz@5ob$q z7q9kIDy&Cb@ZABGLV3?MEY`5Hyp%6r!-A#F)A+76?8IPmOC+$J$X$?~*Vm?+&(0~4 z7}Ik{ETs)Y4CbZ|yc`S%nX&_Cp=bu{X+4IJ+3V4E9yhh| z|C&B}LQ^QiY(|7xwFAwd8GeCT>KALXsbrF`xCP^$AL z@Wb!3x^9=cU~%%*7frco1NK8kKP=_VHn6t-nPj(h9u**jMu${5 zQYZ~z6haA%%|We~<)o8rUx&a}Sbsr*(QJ|Ifw(u%E42&Xu@OeU8rVTRwUKp9`vF^h zFBRvUQiMPvytK=I313_X!ndQ%ClX3P91YEQ3r0ARk#*pNQ~ z&uKSv-XI^^PB@>>zbRm5zaIi#L7^xB1NLUtE@3eh5ADxP|G_0i(;MC&`viq(y7;kc zW_>(u>yG=GmE>2WR&Du&Z`{lVNb6Ve2b-}No#oE`K47mIUh}u{1s||kQj0wP@B`M| zcMIIJXff_}6`O40ME~+lJo-cSx-_?P;l2-<hoW-CiJ9H?&N^|!Gp29M4! z_?m63D~qOtoq*fd!2jCD8hhQEl4I;Q&;nnUCclH z%o}3gvDNpLas03?4B+JFg;kSfjyt?je#{$87P>x2RrOQ0JB5YPUb!h}Fj_sZs8L}u zD}gDXcMSw#Ffrej0SyM!-Eu*>5<>W1NdkX9;R|&H197&^v}P5$5SnI$c`U#mW065=Q8YZi!hK|#r;Vq7#=>iqm|R^BKuvXd@G(vYZk$}mn3UR+5#QkH#?yNmad<*;I6mkMF#G36S@ z!Ij)?4@>Y{h4-d~&qp4fC}@A2Y*J^Gg);Wa_MqXW;3I1f>)=r}SV(7C5-;Av>U!J^ z5``a`#P984zBLL~fHck|J4%eV4D(m;fX`W!G_?g!{2aFOOb;8M_&IA)qjz<^fbjhi z1sqbH@A;giNk_=qo9!+~7`!3B*; zd8YsMr-@uO7g^4s(OFiPLxym_*{OsGG`Ll(0>XK#hq$AkJc{-S!CVC-1cR7Amh&rL zuwKFY=)r7qh0(==3rruGmR0Fy%%oX|P^yIXfdiSiUZ z8_gxBA3wd94KjR%^?%)caMGWTk1_jLlwU$6%HlY(=xVnHo>3wY``JF$&hLToKMb5v zeuM2m)JqXQLcU~uJ*Iw*p*+tx{Q#f+CCiAoUR{jvO^5WQR*aL!^!kscmF-u3KFD+N z&%My?mK0@%2>ryc%MB_(A#3hsK^f2~x2U_z=DYMfeEWkJAowSMwA5*}TB&Wu!u8hojQO9w;{Q=~-{(>7z0}`~V9G`HePg za@T4I9%O0NhEYWB+Gxtx5~B1%IQt(&?}?9||6@Z8yGzUX*8j0oX?qd(`iecP*Yg2V zv|mdrxtUdz7=kQI3BqmJxQPizR~tSke|U(s^x22$C2s#( zwA${Lf0elNPontkpn{kn{=D`Njh z{nqo`!%(XmuIJkivkQ`x%jX|qKS_D(_`svAuax~I|M(~yBo$pLd~uXbGx&DO!QhPh zeTT#}#TWe=bNHeYtakj9#b`XaZebX2eevJ$%NQ+hk>}qjMBvwS0lx@4N;b(82xz)r zjWF(3e}i`~=6{}G9p&=kGPKV3!|r+O=XZFYlk8@VAs8Uz_SZsTt<^9%p<(2i;#L)Q zKgE1qrNN8%sM9Row<^{^<}qFTEU){T4PD(~E4A(6g{RrG*8bVVqN{ZZR`}o2PP+SG z(QfjLHkkJr%h{_@${8$42!an%$xWM8JGCq1=fU94#>3r=4hP#pR_(ZSV{UT|H z-^vODzhm*PQq$M?=A-0I!}qMeXWlkwdU&tdT^Y5FM_zP>&|gsx<+dLr^=EKP+6a2Rd-(bvy=we;BVkwg2BBTRMoq^ zaz}Ji-YlSo7tBStsRXYAXi;~SFE$tUybOh=>VxlfX3&A-3;2v**r1@3n?N1^^pWVj zje^+isW>faF!9H~uuwz$@5^}5uk2Il)<)cdi(Y(SW8w2(SvS|<`PIs8i~lIQJ@^25 zdBx^Dh6{xE!QVY*%F5_!eDqb=ZW5~T1y^x$rfxO9=_>P+JgV^nS6K(C`Fp(VDpb)% zRe8`gHrd_R1EgY}Z|5tnvG{~^^1voFL^-HBPFIEida`od5H>VEEbVpxzzzV#;0^bE zr4tfB}n<)OD;qzhA57cFvp6xz47zzXQjc#W4lj_?_!4Iw8c{ zp4$W*U&35Lxjg|x7!~Zf-3BPs3CiuCDq0+7Nj0~$HJV zEp9(4Im(iQ{O8}>F`rkt!Tf?&%tt%NU>h+4)5<_~T7g$9ZY!BJ-+>;X3|9g7 z18BlHbtx$MN@XI{xB8TM)JTdT!4lQ~DN#=wt=xKD<@4qZ<}Ka&Tm{l^Fb`?x5l0q@ z%5n{@?oCww;sI(5Ua(Sj1eEjGo6HxRfGY#Yl@(KiGq+v?SL3pN)3gzI40z>DNW<@Q z-s~^tUm4p?Fk$WywA>G1`wQ3O*dY;j#14r8ZmSCMW`BaY+&#SQpYWLLqy?_|6N5<1 zbAJ6#W(t=5RYsh|c0i^KKHIHjC!qY@#7QkF!yby&mWwiEH=pnq3uztyS*hqoX3Mfz zgyRBev-MgQT^?wMldUCAaJaQ7i+}wW3>I6m9`T-!SWrWeD%%Mw*_!SIr&&_~^TbE2 zCfzdaZjE({_OnK4(SH8%gC9AuwCJ!Iw_aJFFXW39l;hWhe6zyp2kgV!U~&7YHHekB z(khXf096d{_lVVy&5I7NrF07xa#t(TjabNQ({Ic|9!I~y3;AgJeZGJ%qTgQ^@Xhpl zXaPS=zfF_*bt|~tJJ7*SB1uSNXUYOz^%l^2FW@b1v6>!H3skgkdF=;KqvOjT2-y%D z(7M6KQofS#M=a%gfG_12@Y8?|83m>MN?p%j!s;W=@YGn^F)nW<6nYryzaoK@>#Pk>H!fH;HxJPu$vB- zP<(NJ2LTly7kt0WJi#bHHsNRJ^wSAW)nU@AvaB~W0!SbT=I?NnK)^XVoI(V`bONyi z`|7a3Ptx%P9IwMggzx5503$>;=Mirlj5^sn?-5^b^b9uUlTi7cnx27D#yr04Hml>7 zh#wMj~ab zz;D14|6!G@eKgydSiSCi!atPgrSO|(%A^4=5sCIWQ~b!xtw2xbt%c;jac1x&S6@gL$-5O2-t z?x;b6#rPDloL9NW{M)tq*SQ7g(f7d5f=s@Men({T&GZ|S z$q&%aK@HG|it-$NNZ4!?C`a0Rhb4my2NqYEc3U zw8xoPCK5ehArss_dg5FVtyK2%Q01hc3+ZsQb;XQ|u-TgJ1Y>Tg053Y6?v6SfF@tY@ z0Qtqt;D_lqcm}^tzt5+0*HZlcI-S?1-$T=R9Q|&X&PUVlg6Vt_emhUOsSYv@ncMkU zbU4`q^n3sR@!1srYfqY%{K8;fcA4%ZZgXBW3x3j(F@Lg3rL!ye(UqXXY)WLzH z@&P7d?JY9p3Vax@)%Em~w%q2I>w4BQ&0o0)OqN}EtP22MUALKBH9OrWm-j9_rCQ)9ryB<(U@Sp2xBs# z*e9x_Xl0SfeB-J^Xc{>mYeWTfA|L7m zM_7HF;8?2*U|#fs)ot`=#gJ1V>mSoZwh%C}5$olNOs!%JiX9Ui&#l z%@O1IqG$O1bvWPr46~03?@MCe9>apFPng>Cb$i)P-ehhL%8OH!Dd` zPhHv?uft-B+l%WrHGT;OeRpf9N?(KhtUgY#yVb=B_OsqYUA$C0v9LkQSBK>isw}K@ z5FiRr1wu-jm$R1tV zDIQ%~qfxO8U^kr{uEeaO;uG9X@PBWND36AKX~hY~v{C`KPb;hWX34XrIsPXH{|@>q zDxed;*-kLVFeey87+{`W!!x+!Z%%qRruP+)iE<#yu2i8!C}#5)CT{kBEv1 zI<>VXK}YX$xB6I}CumHIj^3tC(7RsadkmhnTArP!YCI0%p;tOu(u!wKDV=~99rnSo zQ0s^b+||t!I_U*on|^=&n?|V+*HP*q^*o6$a`UV?pm_9u+mu$%_o&|8es#3_6oQjF zINE`LbF}m*zJN1EKjLR@!E~7Oi>fE)|MEbrXZ?J2Oybj;gST`kCtmay^Q+_gizA;< zignXr(f&%W@b`?Kwd!nn?7)j9yy7bkIFaDJSNLV4XQ2ER!nINGZcR^rDdP$cs06h& z{t8CDN}d??@G+^9XK>cVQH~O23yM0NE-3173c*`+IF{hz%PI$saSmE|HgGB|abZ}F zRh~suXe}r=Bvyd*S=J<-;0hubufr(>7msi-C`6I5+|jfJoca>%rl(J&^rf1hkzp*s zQ93^0Ea-N6KnWq-Xr*RYu|&H;q=Ll@+f52a8Kq&xLOJlUvr4f*Dkr4;pY3%)^{xK{ zL!qu&$S~(SM~Ot!h}Ss|RmU<6CJ56r$jj3rVj*pl;7vCutZwcsX-AGCL(xamt=Aw` zf}2tXiwj~PH?g{!U;CFwuU+dBwKx)V6)Z52~M`& z8wMtXtupH(ed3?JaTe?FJ(6z}uF%%vsWF2;v$X&?z}H}u*9k^>b=aEU+(F-wK1Gjj zq!w5WpbP=SKI{a;J`7mn*Oxvk@av|-l-!zu`@mo3_u5creoLI-G;5I#TQ4?q(0A}# zpvN~5{H{;~9Qm4tAO8KDHl>u`h+t`5Tu2SeLh2lMH6Vf(1GH8|Po z;smEz?+p=!qj;;E&OE_cqP9wO1i^ff3R8wc*t?xzKWl*#zS+9M2~M_VJK?)q)16@0 za~$~X)#j4u2p~Aw8tat6-5TKp!&(Pet8F*>tWevfc#T|xT}WW5+##?OyTD3-gVw3R z$<`t#IL*3Shpoj;9P}LNSLpF1KonRFpbUk;(w$%w7%(wa@gEpi3WlulTAX9##Bdpb zunNNwCZ|MYXG7;9N$rl98{A$&AbpLKwGHY}Hh5DeRHOj{1z-RSo2^CIRMFvN>ux7F z&03(t*1e4#5-Gskq!P&15rjn2onQ=LPH?g{(Fw)?<^*E^16)yB^bH2Lk;Hr}#PKb) zJWaI+IXDuN(+wRKo$BHszN3m~9lzZOcNS}`(j>eLx5fO$Oj)E9{0AXLdDh@Ra*rS` zE)MuFhZ>h8R%`wRhuS0XZ|K9ifPHl)1?=vo1@LrM#f!tauev+PDik;nSNsfMJjVgH{w9uBm8lt29n=J!r^Ep;Ic-}4m$^e98iLhIL z9$@kesfOpowctbw-g{nEVyo@dBho1%=R6-;)w51kHo`R;kX@oRU5BkXc@EWpeC@1m z$XO#EN^t2p2fSNk_W#%YJ;Z}PtUoG!4Ne?jbLNa|I&^;D zvk$nXI?CXt@n%m@`mICqf?(-2G@I(40Zj@Kp=TzDU!3D0F5oR%TD3)2PlEilykjZv z_!&$3B(?V@RKT<1?$`2U&ky;rVoMyeI!`9L;M@Cva23S2_q~EPq zrn=!>pa%fK&$QGOAKm1nYI#q+U=`UW7zDB(7UGCsLR^`=f4FwM5slm|woZvL8 ziw;|Tb>1E6ul03KU!ua-K%b^RcWaRzAb8&mn0T)E4-8O?vX-89RA>nZSa0ZX0l^n_ zIECQim*BlR4E$Emi1dIo${=5d$#u}0qr)qRVEk!pq+>RSLAd&Ky4ZU~i>EuSlnJ5E zEk0c^(Z^8<5d`o3OItbj(RM|^l^D$iCh3^5A~zitDWf#FV&B_cho&X+GddWK|7fzt zkFqYr&Ivzziv{++(c8g9EaI&fby$!t*5HbyV_!|WVF7ssgPR;@KzqxwC=d_nu()#Fb(>NS~A-FmB{Y3r*+ynrCzu@Otvtg=pv^C!uwxfF$@jd>YK}o&PR4vQIl`+EJIB2yMX)wDg}s{c zhHnHT{-uXr$>)@BcvXMTz^vUpopUa5f+MUeoZwh%HsDu?WE+VjRf_{>*#sx)a4bAp ztVud6DHI>o^O3h*hU7zQ-O_;%4S#q(u0^p>)osE(^u>O1qgFi`OHdCpuJV8J8CfLz}H}Fak1K@$^7M? zr4e`Js(k=Co!AP~;sM7J?5o2C1m|~i^j^_hK&3$j}i4yhV>! z3FxrMFh_?4gBjga1wh(+gjB@PEVDHNC|V7QX*$#iPP6*xur(~uQNCEP1AMdfURUSz z*PLLpwZsX=$`i0dn!Moy=I!BjL~V8I1n*vY1Vb$T(W)TGN86n_Y_AFaOI^<(k0h;& zs!2?~8c};w45Mfu4lG1imnv6Lp}5lSqpb9Ay&mrN4@a&b_!u?+SkI8Coh~ z7j{po2xVn}H;p1m#kxgHX=f(M9uFJ45%D?4objVxici(!(}~_*ot_Jgg{9v(rO&dK z+7Yx2!gK-!7|&2m*ujn$)kLuMhE71-ZY)LtHJ)H=u^wMyPoJp96Kvh0$NLyu!Z1MU z0V#x#qrEdWKR=1b9kJ82WaS0Zs@qu4~ z77sYux*Irl{Jp0ft3b6n?96D=xp?$Jmc71qQwAA&1_X-?cE^egG&tItsAeGWlU~Xo z{-q2uFluP+!AwpC@j87Ml1|juSq_9bB%UxG!A!8P20O+jtX2v-zci}n6`^e?{=OB) zF?)mCYp17`_=dfI5m)q&Kd$NNot0xp({^z89&)fHdP1r_-m>f@v6ZipK{gT8E~8$; zk9r9|^(A~a9iP&p-G1fBFq8!2t0QDn1{wC2p(zFVsC8l=3-ic?i7Wm?$%Ul0{Ldjd(WLTqSY=#?lZ7O8SgiI_b(k3MVolNm#LN}1 z!(xdMrNctq3e({t${;m{9}Ghezj5#ZzY>NGtQ*H1y)c~+iVr$CCRlVbml)B>G&tH? z034K1;OD;rzodgRe!7P9l7y(l*uZ*4Bq1V$G-4=9&me+eJ3iutNN;p>)SZa0fS*nH z#Xo5UvMfuXwot0mLp&On?^Q>MMS}d75;!DcStdkWs&}7QWB>`l>g$gZqZg|%h9NMe z!>}Pb!LT9PVY<{w^8*a-NS?6)mE6JP^B8jZR=diM!Wq8-ZT#%vdm3Pq{swAE2wLUadQpcH)pA5wi>M~G z_#1@|L2Bjnv6diAFK4K=NQbRCIz4JBq9vsxOdBn;EVnRRrXavc?Spac7q1FqrP>m* zLBN_b$)O?8NkeOf4&S5sAytQIy$nYw2fkQt$LlaU6KXz64=_{H2-9Iv)4n?h$X^$kP4|Zh^ zv(@o>WrxkXc0H_PuKm^Ls;2_qBP$% zHg}7xdMfMSG*jO**_CQ6`LgcW`DpTuV`Hko>G6C-U~%U|PdX!zt;ZG^h0)wCFx>f# z#~x=hLN{EOror|xS%c=<+h%jq!2vO=2l@`uMq9x2aGlM$CUot_aA^aZ%pTeG3~5*P zu@~#kfhDg-ziUe_pBCd7`rqOwjjszqfjNc=2-$pWS3HN~ayxi7B6`k5I+s7;j2QMd zW(V4uvJRWPDc6Bm*MQstHK}lI%60(rJ;#BuT^aP+t`B#0*xU|zwnKP;c1*6m)~tMt zJ;n|?TR8$psV)WX z@9{%uIykL!`T@n~H2q)d>vH9FfZG=2UYT5W zgq$A4Az1rkxH%H^^($B{Zw&f+R;>QnT5B88i_Sg8@@dr8<`utIY;Bs^m&ME@#ZT^% z6{E1mzHpZuMZ{yx#}hBROI|R_S6^_Yym1tE`d8)|aar2%KC1l+lb%UcJgAD&}^Jnnl4 zIIp$y2)@$;ne3dkVm#pT>`^;IhLF0u0(an>Mfzfi%dTf%&3a+in>=&7DIY?8*ZB5$ zRv`;afiwiNJw^{&A)}85Or`9>l0w}BT>i11ZGSi$KZZna_3bD%XNBT05a{xcFxNe< z^x(KUz?P0dP5gepK|SSeb1-A;@ZCVF%lZfNYE_z^Z@z^coNSrb+kBJFr?Gy3&F7O> z<#AUo$2svs*;#JRo?Uso-R7o&wmiNik8jN5>+<+&n@7#lmSuK9iXJ!HJWW2w=B?zD zZJs1=vU!|*fXx%+RW|P+ciB8_uJar1f*=KU;|jhx!g?Lp_(qmTS>L`TJH^Zpug2(W z`R%MyF=mUYd@P2ab{d|5#?IIU*lS&XLz>QAyN09Qx#R+Q z&UoL5Ny~70uV$q2E4tFGdDr#7Ra2LhNL?$wQ=L%M{IU=JUBp!zi{wOngL3M5EAeqA z{^t{2ZwZ{Tu?Syk;wOBMwI%S4usiWl0enwuVKctfac%L5fUb)V|8d_f1w~)Q#{P!i z7QmYj8c)`^MB_@0Yc$@b@ga>VjoUS5G`bT?Z$RT%jWaYZP#6jhwiC9k4y5M7tUupbBW8KZl;2@1-G)~dDK;sgP zt2ADxalOWSH9o6xJCV!zE?rP~i!#(hV^HH{jq^1w(YQ+E%^H&$AJzDx#&emy z!gb}QeNm4eOhJuPG|ty}rp6YH*J)g@akIwfHKsLwp>elH@2$$t0F4uFEocAnEiqlN zKx4DUWg6oe*K6FU@d=HuXxyoBm&R{3{-n{jUO7;&aoGC9RKa*%FkRy!jTdUXLgPA( z8`qcL)VErOE-80c#h3WFREmVgBv4+yro5^?*-~WIMAj-?`<23P+KZG#)oT1=+opLg z6GJzsn#P4M9P}@)5xm!eA( zc}10rSEvT=HI^dz(9ymLm7Ti$j!oI}pN{r5c>ODtyz9ZO{igV)dSaKWuDeaQgh<8} z$HiDPg*4|!O_(w`dp0p8p(Q|dC+pic9! z=DjrUSgGpqeFZZmH0Rf{n5JpoM^O=9q2vRa`!(;Y_z5C#sS;?>0z&gkHScIq^~*I+ zX}(wUZJO`Xd_&9DXT!c5OAB}Ok<;hoQK)R@p1*BI3p z(HPb^O=C!7P-8%2>%nSdYc%(3Os-M(+?vN+`iIcCcY_kxqj9&!PK_NJgNG;sA8Wo- zW4p$*#vK~BYi!e)QWz7@>w;|>w`gqDxLM;SjT<#4HQu3dgT{3l6B^fQT%&Qd#<+=C zuU6`U7LCg^Ml~+c7||HkI8EbNjRB2*jeDeuXk zOlpj4jA~r0F`_Z7u~B2aM!!a(vEx=>2%mrxB84Bs4H}~wr)jLwxM!V`OKaSuu|?xF zjg1kD!c zvEx;FAu;%}yqB1MMZQZ+q-5bzVCE$`nizgbE+R(SQ(t2G1MmeoevDO z$=N`^Xe%)tK`f5smMcGPG^*ugQJ-h)qv!kndQril^2WdUPAF{}cSvyDAqQ{m{F^UR z8rxN-_BL#R+csh^cz^_n@$6T8OD)m&jauhfPPry z{YOU0aqb9SK@|SO_ZQ@strll&!&Kb~9sn{~3Tb%$KW#Z0UJV|k5RxTFT%TK*8|MCY{9XHpunOhF?zZK6fCrKXHr)QCEyo^~EM2g66m0@B@jnx*2?%$!vv`oBX0}m~zX&4#{8ch*l?&kchZ~; z9zX*ot0%-{-d3_5JU}5NOOA#*s%?FA(BH$;ey%Qnq2r?ah;`TIiHJS8XOdIE)Uq74`+sfM@a)($JnpTaN7_L-v=W;Y}#Fk{JOx z@n>K682h-yv4xv`Jir!CxlmW`Xhp#TS|?3dTlg-lomQeL-}wDk3@%MOHW=1|BLpvg zi{I|AkP2Gvu?^$ju!~mkO_WEn4Ab%Uplz6P{!z~0DhGL>z4>WNAMA5guit8j1dz#6 z$R4+xZY!jLP2d3_lT&W9Cs*!c@Q^8G%i&6kSnJq+xPi})J!^<$o*)fPd(QGu2%b75 zzyk-6+v3>JD7P0pUyczR|B|hb`j>!nsWRhl^@P}n4bVzlT<08MgQUW592+DRR(0Dy zGUnLt%GEa++_6TUlbtj>9UB_wg1hJbA*8~|D7O;VuGQeY&c@{Ih^xkyW4k7K+CMSh z`E!P&ioP!c4*;1g6)fLyuC0QnPaWX-2N|3t+p)b^iS2fSkJSa1KFZaP)hF|;qu{i$ z`wOz~d(XEOa(d2)mJ2^MAz2DJzZ2N7ti&*Pf~RzWCC5SZ?Y0I10Y>P?*&hJk^%tkhFk@bVEyD ziP`^SZ9y82fafo!oOCrm*kjDuzX?1}O-PnPj&bxyTaFH9zz;N8r|p598Gi`T!yPE7 z$x}$fosQL>mo=8$YwS0xDd)P+Hq0?z1KxN5eeR96T#SNiQIIdl)!BEyEjS2#CwTZk z3LmiLOnu;dh>VHA{UDbn-zHm*tNpf3*x%)Ec5Kj8U=IoBMl<+MAd{t#<>S4!9Jl{v z;EO4Q#-6eodA!U1&F^TXl^DBLG~o{f+0FgL0gXUTO4}@I`Z)W_6l?;?U?-N_1b?DQf@WMt;Cfv1)kOgR!1n8amca9!TSBT5-!297F1Y? zg00~Bv!8-{^5ll~-d`ad+KzH7@yNNR0dn*V$#RfeNfPBqYW@fD%hv}xlRQE8WNpA! z$Pl)HPs@{I#8Qs!eIR%|QZ71yOqOAGWYdH8TqvgfohS&KVzwX+iHB@Ky3hiizm-s7 zr$f$MsvkDQe6~lj3{zhS$N#gVcs(DWqKccH1yp_};`qLm?!mT-8upACGS*gNG=DWXTb? z9~-j;8PZOy{Q)48CCFLaUTn+plzL@J`F>-}S)Iae)k@q)G`+n4N=UtPtRdn2r{NaI zm{^9{0^0QsofDqCbk*{`LmUVMSok6JD0KG z2Qs|DA;;~12Y3L;WEm!|a|{XR%=6$FI<@^;P3#^V1lYg@HQGXhI zKRNb)6OI9`L=V&8`Jtx5n)h?%g5Uw&&@#-Sa~)(m$QHxE^9^$|?u4DJM)r7s{O5N# zC7`Z#4jt^|7VrR&$+ATpJJ7a8-UsOU_;-Lxsliv6@^bzS)!O#E!iB$=V1FGR?^2 zJM-i_^Z1@T-rZfB>p)Gdv9*7ZF&rQI7_Q#S3R`u(g_9?rU=DNiT+{ABxG%08i2786h+m_{b$#UA zt?v#orWRJ@t#j)J%Av!I^Q-cTcZ|g9BJY`MbeEA)hPyHpv=<95V&S0taF{W@){o!K zO?DkGV($XiZ8L`$o~lFaYOXVF;6bIjb-3ZK9)Fl!&lP$OxNhFT`p8jsJ=?eD)>n2q z+Os}$m>fF77*RcWer`Megj~Jj!L7u0lmAD3G+VzuXt;X}IMQy;^>{LPhfBUa+^DN= znP}Hh^=8zmE}2dJA-kGQgWxR%2X49!b&jUH^O{z{(uTqVH;tq2zXfvGq-=e7xZyI7 z9X6rNN<28p*fJc9%KX7tjQPt~cjK<|Mm4&F;*r-!Uz>z8&0QzVR5ln&zj0JI#yfc0JAe z!F9c9-q~w&>Y`pxZL_}qc)LB_8vyQXKR>TNV%MA9-{h#L{cYe{zgh2^ZR@A~DsZR& zI~%gr<-!_A1?DpY&`+L}4H_%5Wr($1vB-T3QAhI91 zV*-x6kVDAvBM?!P1&~t{WMh+2Z{8Km*PNJ}_3VJ2KmR}KJO4+$e_pQs{Dp4`>i^rU z*p$~k-+$MMS^eolu~E(kw-O^82Y1fu9gcdAOuOCQ?0>$0F3eJA`~3PDcD*_4^Jn$P zsCUk+nqS%e(S88jS)bp(Y5$`>nOC3A)4wyXK3{+1g8y!Rvt4h-_hWD?F}^M=aymX{ z{T#=l$NH6a{Q>7!8|t0?&tEk6*zL{u#!t5Gb5%%yJIAL!?@s3caA$pf{5PWBVZSoJ zea#~2Jq$bS9X(S`i%e?Dt-~o_-%a?eyIC^T7j;>0;QeWl#Gwgb;P~yuzSZGZ zb?|IkKm7`UJK|ft%TdpMeFLuJXpZmXbL{r?Zw~laeXKVg+jr7Y&%=|Q;Li4A&$Zig zeoO;*+Ru+`Jg$ltW=Jw*g#BR?x1;CwtuW{5<{|4~I**&DE z%2Ca3?E+Wb;z4Y6w8hrWW2XeTt=&`QsHXC7>}u1w0hi`B9}jLdKhPkrwd=VER?c5; zx93Sne7XEE#KBr&m(%Mea6K4-iD(yh)boO9>k2t;BHEq2(rz~xRdVPgV?yQLRkl3u7*)mO@<~QRWvk;lEzR$V$%k0JId03- z{EW-xhbZr{@d~^AXp}cyi5td+^2I}OmJz?ouA{C^;JT{}apjz=?Rx%Na`o18jxyda zs*CJZ7aZ2CRF^CQ|5iNyfLt)usPiY^F1f7YnKx%`J!|Gm1J8bRi(Ea`80Agk`0G-G z4`AQaw^pX+mAlT`4sN9m{B|$5xm7OEP9IMR{7c?_EDs@5moqg&&Pq)g* z)KSJXB;#PCc_oM40_P6Dw+pMa`nB zRAsax;>QuWC3hcWUPZnKa!eKVZc*QCi25dxyeFl6M_>c(TWU(EOV zb&(i|4D)7GYjI=Di->w}E{T}IVWdk6Mak&Gpw<6>^ZznmQY1F(HXbkAc!YO$34_<& z9MdOsez&<+sNfby<%~E-ex}kl%pEy=EE%t7$0=O9iGTukc=25*703nZ`lc zHb-7jBvv4Qf;LyqG-k_BW*U7)vSA0-`HEV%s9oj}wavh$5>Y$4I%T=*T3aMWBD*Sm z^59vwcPc-R4I2Zq6_4IsBu-7Lfxa?qjLKI0;r=4=F*0Ys8)2hwwxa(7 zMPe@Ua@hD!*chI5+=KaMAag?_<~u$DWutZd=!fLOF#P2&HcvZ}gR+ z6OF2#R!IJY|5xmJ)~sbjWUtxAsKU0*a^`HK?(nS8D@CI8)vS=Hs3;K?O8uP zW2xNw9$FzoCH)g}+X=?7ScN%lN`!Z`IRVXW@%@i6Gm!tSCBMh-`cH~PZFjvbc6W*H z*y6j7?q+WB+cCybu*p1H=zgXt1K630Y0D!P@3Zp|L7 zcy7^cw!PxLTjml|d@eKm`{o+G7g;|1!ElL_%3b0r?RSA%5yJTsPhx@lJ#s7Lh^E|y zg~0;TU>OX0MYjvfqP5jnQDzqg(buK(jDFdPu@Hl@6!~5B<-U2w82RZuW8?_BpMu*S zr`wK&`l|+)_$Tt;VfCL4a>9v5kF3T|0~qGME_1q{b)qq3tktEtLtLT-xwc9#d_z2< zXY&lvbI!4%XVY}ivtXL=N7Zl!5j*+uiAG~qZOL$#7>vBA$|rlyH+mmMwT$q<5iT(U z`7*6`2ZYWW=@NHpZjK&$Zn?1ubs6MsP;|+BVbsQRQ*JG)QI@P1zf}y!Qc8{8Dpt!-mi>?DFwA&td9oPN1v#j zQ-(DX{KD!~Eq1n^&x)h2NKv>DI%zcm&9%KtMEQ56DXWI%SdkxsuGyxAD*Mk{`D!_=5uG8g6<`vd%-~A%Xp)nh&$NVRVZ9@4w@<=t6d_29HkOpiSX^}C*1A* zg{y6VS-uW+aczKdPHwlAJx(^J)CI1GugKqMd7I0NPd4Vw?6}7zenF1js2q0kf|4Rp zGRGxKB0}`#ii7=qaZ{m)-s=+ABPVqmo6EXWjJi5;pG)*YZrAlTmorZ>KCDl*xnRJ3`wC*I6Nd`ODo#k2;&Hz}Z|bKh1chF7-mO_yBqQI#q9TId741;~?>Ru{amG-K@ts=`PIr zcIxhkKUY(A8cdiZO9m{_ekual=7%AfMZ9s` zDHiu4`!*=~T#mtM#*-A#E3m`0>*Vw^jR~>%zGCq_@=D#-$*sjaA9=zS8mx9)VIY^r z2#|ZAD6pc&C2A009+9_xSte5b`OHR%dCGebkO^A`+r`Aq_`!xrAg^KkxljqxNMe*S zlG2z4RvhdV2Nj%9*dtTbQJMCq%>7QVEKEc3!G_xDk1h;nw4P&%l)-0RO7Dk2rq*IQ z&>Op|5>@bdsdD6Mui`IxOXSF&c)%p1t&7pBt9~Fo4gl$K2*`^}5g@hz5d~630;ocP zQwkl5P4F;LraXBH$ab#-d1Y=VknKJPQqOm)et>Xcg{PqkAPx5iGUmg9Oo#eP<>g3B zPNwNVwq?qoJyFb3Zbq(uJp9AjWCS*HTp3S@jzK*mG#Qd2De zI1|Pw?Vy07wfVATQ2DfV>cs1Y+SnTXf)u zpMt$HLnr{`V^>KaAENC5@+pfzgOA^M5h0-Y&@7NobjE=+kOcDivQ}XJHn1HLkR9h4 zL76!ZS7I`wR4}SXmxvlP84RSV!+=zMERd#70n+sOK)P~0kgjb4($&|1bp10RFM93+ zvTyYVmzaG$3`p0G2J$NfbAWI$CQjEC7Xlfi)j$UACLn`&ACN(P3dkV80c6ns4CEku z4dkHw4CEy3)}$tJUmyo@0+4AMkkf%Fjkqv%G{n?MXHdYA4)#$a9R^Zq6i6cpAl0-2 z=|mbxr!qh~=?|!p4g%SUFpwsqK#p_*$Y`X2jE=vr8tCvy{9yPJK!!6-9&n4moO02t z36C~j=t-4EOCp@R8Ry8kV^Q6qTXY8>0J6g$0oj)>AOrFvkbNmWLL&PD8c*;+@!aMklCw^9GRV zeIUc!c%%yRvZEBg0?3pAQZG|*teR&bAlrn2ERSf60y#8s%@aUsNsjgPF$G&uV6G@y zAPwZ$bc~f_qDF)1x}`(xzGaSe7*)q!|Q=`=wV%7aec~_`1wW8Z1%T$p24ve1 zkj{j4c?76psXhY}1*g$CknIyd+DINI=Uu3SAco>G;wj46tw5&Zr>Y>l4WzwqfV8(8 zNPByM3`YGl)!E-3qdK_>NPAm>Z1)+Sw$KN?L(5o&wT%8c5?E zx;z8q!ooy3akyS2fovZDGM+&o>q9^;EaAgrN+5y)E-Xd9zeB?+3EiKLM$4#PKSc<6`*19!&wVN3(%!(gI|U zz6UaFuGuQQl|c5OFOadi0LY%jfmHk(APwCKWO^9L$i4)mzCQuETi69;1Y-Zf4=OA? zK`p7XfsDjyKq`y^sc;pLX)TZnZvs-`syS-uy#dIG-2tS&hk)FB{{&>@+;f$_9zg0F z07Qz3(fC1yOlgFdsRKx%43JKU@oL=sKt?M7WO)#%+)~?Z2%M8I3}pKVkkN|*)v%4m zur)e{O)mYlQDQD?Ef}___Qf+#X?+q%J;P2^&QAxjbF+c;V*!w(wj9V7J$|J|X&{h( zGy&=7Bp^rWW+44Z0;%^=AQC>cgC8mc*ge2mrljsf8b~D_KpOWSp@RUV@gR`pA)s?3 z2!nG4jp+I)(3~ooCxDy+$s@24R0PXJuxXkYP%uH{oN0yCq)s9_)@4`=Gur8E7N}^| zpQL*A4Ui81^Ar`WpMi{)XQ7H#HIOY11JdF0SVT?A-avXZ49Fgh15(k6K!)oKAX6O3 zXsrV>R`&tfvnPOT_cD;}{sLsXZ-7jtr>S-xAcvs_$Oy#-;|Cj#0kYu9Uk3>W-8KOU!etz;Hvf>UKq^D?N*V)VuTytrrNr zF;jP|R-6J-C=H}D9Y8vl(dA;Y8g~?#a(-}zF#u!=0@~_$iQ+E_Sw>;Wq+l{7xX9-V9`D_X6pJ_Z+3S7HIYo ze>-3V+F$l2l6lq4@0`){Y#Xh;`5ZD8`(2A2lI@1bdCsIImBCX3i zfb0Yl+_ z43zIJH!4oxj&F^_iB_%TxE7^!6Ocykx>OncYPoXaw3Ui42eSSKAk*zDOXQ&|aCbS4 zf;TQJ5i=g)(Kl>w>LYT?Fs=?6dY(K^dEE-6(iD*8X&`&fMBV|;;mPQFfy*2m9zQRa z9At=t+6Kz6R~WVC<&7Y&m4vTWq3K+syvzV;U=NUCsk&D6YSeXVyhA`LoCT!89@ndt zZy=C{o31aBr>->mPQZ&8V(!`!vFuTGj*-iux*6v%|ECNuSKd1*d~1n#7&-VDbnslK ztqwO2YRs}9P~OaP7^RGp+wJ7Nml^BF#P7kL`#yA_mGbE5cI0j7#wJ`c&8fpmoaJ)q zD&x#L(OM!-M83mp3u9R>zg=ZC)J3+Ih!$k=xbns3a!|}zRTqA#M65)_BGV)km9n5mMAZ|2_NP`!>QX-a^^$7ch zLXlgB$(EIozcbrF{uktJ&New^Xp`m2PNc0wY(RG5!%F6)hMn9p;ox$@<+y?$d96fT zgd8^8pgzmxQq)iNzg{95k>jlADQ)vHCLfKmwYm-Ko!r@m^V8qYC*Qi<=v~Lnxu!4P zr+hx@#-x<$p==JMSuaF40utWt5&V$7MRRK3mR=qrt( zu}rj7Tz)~Rn5^raya4}L$6wG>U}vgsfHhZ(@UKh7naFD>U*#25yDNl$SEcZ^cgH-h z!aVO`*53u0by_Foo!p^AesraAbb~)$Dt?3Pewt2Vw0AEMcA1>88t3HEYfHsd$YILx z3TvAOk*zSxUPXDtY%BKT&UTD!uu&~ZAs|R3Zz^@V-kpvcNeYr!6hUG zhzW4^GYMorTY>Cn z3dsJXft1S(@x@fbq52#V$bE1C$b-lrkb)tgd5#F=8B+vko+9e{IM6&r1e#Y&f#xY9 z%gv+d%{ZFA_W(!Ju`uD5g^+!r4gMN3p4mZA^$;YLkI%R4FOnz#{qgb zV+F!v1J;d{orstFCf#?y%c{7$aH9L#U}unnl*3H{B9tf zTpmzP-T-8}9Y{wu0$K0vtA?#N5XmJD>g$%*UvG?>8f_>PS0Y=t6t z@fsjg-{Ed~`?W^jSOU|NsTIh+q=B3P86c-`aF{iVa;L8tXb-X&sgwtRY%>hV>3fLg z6M)ot3eb!vkmf8+6`ozF{6~BD}k(M z@*gZOzQJgiz^T6nQ$MNe>PM@#j~!ym1`k#~gfxaVMh=$m-e62JCsv>lx4(3ot})tv zNa^?wkm;F8il=}~Uugcd=H8=}zjLN4e-{IpE(X%)%Yf|9S3m~z7gax1_@>#;Mvqa> z#(@-OG6M(BMoFN#;{cjF4vihh$PaJSJFS+H_9$ALYE;{J9LV$vkb1uZQtwsAsL{P3 zj7L+zuRh*w?vP#wl7Btht(Nl>6n_RtKlTCHz7kI=K;Oxt4}LI>0J7IXAQc=Aq~J^- z4W9&LItNI(B|s{?07$tQkaBB*Ot;T*%lCd`Oswlz;1+w38(&d-b(_l(2^_q~PjQPr z3*BOluD7{)gxcUg)h*T_uQls2gK^?%m&w}_#-I_Qh+9lUPFXT-Wg@psIJo>afrG`s zBDc5+x$0HrS1v~;ucq&hoH7W50|<*UXxE;>c%OA3JB{hZa%wFCc5QMYJCZr8$2 zE>ou&z2(1eHclLoSmhSmkWYS1``cV3a?7yBWM$;4TZ{?y{;OdZIc>JVzTCmhr?%uj zZ!vnsTGzP6o5)qKLp7g@Th_mjd>8TntE{cAko=Bo-C{h;FfsFaP8)`FPQSt&-DuD_x?JPqyJftH@fnSc<&UlFxGa z**arHUGfIEcnI15hH~2Ga_Ftb^t$9aw|E6PZq;YGyzy3JX1)J5bQrlq*E_jP-fGm! zM@}((viEwUXI>JmyqY{dMB6RtFh@^yTRxgi$3iZ%aAuy z%sd(?H2LpQwnaB(y^}lJnA0wbX{XyJwxV;$uD9qGJ5(rg$~ZmSim?Yl}mqXj9cJ;9_^90P{*(mF>Keg0{^mE z1@1XB3s}Ayxy^DAb-88mIY$O-1Gv(s9?u~?98O0|^2(et z@|W9;lVsl?@tu@k-EQ1o=l|9%qR6hdl{TBp@;i)vb(w#-MRNxGA6;*AIi2;9@7&^D z34AR!Pus}2V>_Hiq!XR@gwqH-NxqfhdYd+)6+k=MfgXz z2>y{iV;{DA0Cp7vu^&4~2Lme{moI8z4by2TJJd6CisSmrDESIm} ziDxGr{M$Q?9$r!I5e9N&T9)61>mB?(3b`q*Vwlfu`RtKURL$EGk@0(kzrrKd>b6d< zmzJz-7;;hMZCY0IgUteSUx-K9_=1I{ycNP9Bk$4;Y%V{%%UCoiQR5Ls_^3$a9p!i~ z$5g_>$bT=BtL`=i)kS-I#Qn(IwH}+x7w84*r*<(QjO400wKIN7THh^yPA_rEQJq z>j<2k4aW|0n6T^Bb~pDPqi21h(Ifie4TQB?iIdC7BJ6bTxyKmX%Rk&BLdZL{n1joY zW*Bwy=X;Dky;?_kMBQjinRexogR8anxOGu#)6*s9gpVcn3wy!Op?a z-rD6Acndk*%w1o2rd)cT-sQzd;S^|s$J{mbJ(5>Ngcu6su4=C4S8D#C=D*kcd(Ah6 zlswxcd27MII}=ynScO*?pg%BC)rWyhXDTkcZ8Q$4i%<55dyymWtB%=RF5GA|Oczr; zVg_j5kf;d4FWN#vcn-sbWz58$9Ub%{r~TRdX&hbn+ht^#=cCgZ4B$CV!O z!)lLcr5F#2cTFrH-+Yxvv{_}lLj~k-A@9`c^0~83HV_Of-h$xqUvdrBGUUKVbO!^4 za@Zf+u>yI%DJX=K7x-|aeYCryB!y>(@#c;hX^dPN@;$D@Xqs&h z>Hn89FYbA^m%%x1^jRHKwG!?EapVaBKE?k3-+=t(K}@s6jUKV_Hy$zeV>Jl5oYPe= z1z9;c`yrgQb=>3;r`?PW>2^+D;K9pFldM;iaJXi^4S?wjUt4eSh(95J%y#Cqc8TIP zuUR%=okx75^-;#=Smp2*fY_z`+vasDl9dk|W2SU$@QB&J^@!$ApqQKRF2%3C4f{`) zVOwB*meY7UUQxiBIPy-6Ci3=A_&F|1-dyc z=iFrSK}nCOVj1kQ-sb4UuHRt55?EVr!g1ftB1Z@0Z7!#8HYN<}coe(w$1wG&Z%~OC zgr&Zr3DXj5vt1`2-E0hPNNvG;gHL(HUemVPmhG~wKWsL<1$C`&dqlr99PCgI+FaH> zic2?v_dMc5!U_>UB~+#G5rIN=(Gg0Tz>JWaq+nDCmwM*a`aPnf>He)qWS=KhMN$XM@4Qu?jU95 z<@(2rp<_b4+?n?x#x`8yOk&1x&+{CR=||03);di7@R+`~6~=|a;O9#AXCPCLFBKmI zWb$?@ek_nFtobRLFV_5G&6jI#EljkT;q~xZJc^Br8&ypnzL?oR%3a~&gR+N|VbP@w z9R*~X*(INDH7+hn_4LV+j~lgv*r2lkr=xq6;6@EG_h7^qTKY%xrkdvQt%pu!+tZF41<`ga+SX~QFO_7>yCUV(pjMGNw@FO_}=m;3P2nmq0)V`NdJ#wTM>8MS7Z*FbIX zJEgW6$n@fF`NUJk(E8-}UhyB~s!pZO$z|$Eqb3&l!7H{QPty`kZk`h~nJ+_!)sDVY z1b+02GmuwO-aPj$5uM<*d%U96)WHQKPYxbA+nLuFu<+n>4Dzif4WllI#?KIl8GnT{gyWh$xJa1WzQA21Z+XTT zJ}7g8O9T^mnb$Oga633R_h2<9#2|UsS9n;1OU|C&*cNVfnW3D$jsX$k!ws^>v&JB= z|F$YqWy65h$Vx^l|!W`_v% zEfO#F!-oU@4$lYRn%uTSM6XR_MCFD(cOYyn2@(aCbcM8`O;8dufNcWu~P0}cK@!7?+xHx8ROv&P6^Ld3f zARBiAsq7~pmHSGHO=Ar}8V>^L%p@S4n*+pb6lVhI{FOj<=2jrn13+%jOkuqbjR5&y z)TyA!+Rkal1%km)L%&d~VPUgh8`hKkA`fOKXrkkKkF zSNwKhj7=ZG4~A7#sW6uT$;Sa1{-ZU23P|V1;iC^6raS5te-B9cPk_{y0n%VmZ{<)0 zkZAx=4FVn+MhB7bZ*TB}UdMrKl+c*e*a~Fx6p%*J8ap&*fOJaKA!3b;*kK2Zmh74$itiR&t0_n_UK+~B<6|s+i6F?vA&(pW%a z7^v2PgAX{XBY1JoT23wWPoZP6efyg6gK5E3)#J0KsU8oUp?Vwy(z#QC?D;vG-wI^Q z`+#(E$MLGi9{|ZqW~)e40Ld>0(rNz*Dq?+r9zGMc6+d|3_c;rI7oDgYTn40p1dtBg z2V~fu1Twt_G~>$9A_7baAj^_KGqOMqTLx%Ok3&^t13)?z3*kq_lxi_$Q$I0bLw|AD zngRGHZUaSd@gThIH6IJbOi`Kfca*1nDf8njVGI|J^42&)n$eB~f2ADT2Bf1?Pf>g> zkaOWIAdOxMWX<)b6rW&vbtekw0BPr1AnpDRnDuG8igpxOv8b0= zw6j$#*#5Yfz3mAxebbX-(uOTDam1RZ#MqXn@c`UbJOH=6U_e2%;6Se!WkzBzdZto- z4Up+UAdL<@Pw|6+mhskOmGKmiGHDW(3;{Xc!W!ei|F$>X z7TkX;N@&Nv(2nk2svQ3zcD@SVa~G*_z7C|9{{%A3do>R%Q{f*9q>~#jRdeN0Ao&MC zt|y;rK6AO+NZNs1cmAgNB`efMbU%=tid}@A78P6uWDwT@>A(X(hV3aJ({^Asw1@yx z3TTEFXoePOZbd+IE7C7e_E{i_vh;Q1L2vXgC1Mrwmc8=X*Nve=`8$o=wpSge z=W~aA`5QRnOMO-%-u@fj&iGkQ0FOn##CwrlC1UZm@K4CK@$le212y?Jsc@RiPwgK7Vbs!yS2hx$xfE)_f*Xo_8N+2VBD3E@f z41^zLVg-Ki`Q`N2@~-X1f;#a_iReP!^NWg<&1L1A#>^3+f>N>ET`HPz!Ogq?u)815 z?wn=9!R3u_8bf=9x|ND+kz36+sJFSi{x;m%{QH~6;8>!jRBS=!1K{c_0liGV17$TV z>**Ffae=$$(P)FGHo#$vKNsN65OjjDF^aNVX5f(amu6Wc`h!I5apy zI-*pb_?9v8)X;=d@c{D50w_AtEsn$$uwI>IqH-su&vwJCTQR9rBw3G!l(jkL!{YAv zF9i-Aka2MN<6HQMOJ-WB_+UCbE-W{fnuvbJC^}V+*3kf57v+ z$rnn+XUNlvprOJgD)3BTF|N3>tl>qx_rdaR7(zT>=xxI-wK+bsd=lywvkq1%=j1tU z>6OEVdDL}bp?bt`w=0Hg75H+_OQm8F@(!mH&4yWa7s}fY-~`KGLHb!%?m)^#6^^w;~#iPg_S|FEWrnFV!-6dP5psYxg6;uirAH3t0CcMfMezR1Ziae|s zM))clZV9@U`OUJkQ9hRC-1uYvm8LU>Ix$yzH;-xju0J-7`JXuT( z0J-u8fn4xHK)k?#Z_^$l$EEcLLBcpHYJFFYMW6T7SPTOepuu54^hvz(Cp;?y{3DPC zKL*l)Pk~&TzXj6qy+AI-p7+%oB)x!id^nIDITA>@?*1i+)gRzJJ>G4vaAGiVt zPsI&DdVV*MJ$W2RxmSU7fGL4vLt+w0r&F4D0BKAdE62T~pSGyMAwfpBz4`;y**k!2 z|FGtxcB)P<2U6dyK-NDFWM_W@Qg8L2RXL|Y$1#PXXnLXWyD=^Lm5YA6u+_E~U{V)~ zDm)a?t=T0%ddKkecM6)1gv>6_(pKQIp@nc@GBMKVX0NokvagyIE zU9ODM{W~Ca#CI#*Hv-8&_+Aa`=Rk7CCs|)8wj=8c%(3i4yg3yR4D~7$ry)D9R_ByK zCe^J_e2AQXwK}I9avkXc;eM|`oLt5zLVnG!bXjj*$lU}A-HT6h3d_U)WSlm;;|Sc< zoKPkDq3og<#x^5VHJKAT=OwM_IxZq?2>c>&%S?^n=0_idc8Kd8zp_Ajr)KI#>o zE0$-!{1-06enQrNfQN4K=F?1!qt_nq8s?9*^yTM`v-n z^urHu421vqCql@(3>78^mpykH15b_c4tgInyik1%o>RC3N5YBeYD``MGJUVP8c)Y# zig?^6aBP{Fh`g*^8?m{(eW!8Ul=LvQbLjvUKv@Rp-1oNNhI1&a3@!vRodKlmjX+FD zu`Vn}{Mi^WDWpGF5C*b70%Uy@$O#q)a!E`8xxOcXT<=?f+!|B(yuqJwE@JNU`K^U{ z%I>%Gm0jPjl-=_eD7!ZS%_aLJ#mj-T8vrtm0MhPLK-x_MX}9SVbpvoVkan+JsBQq> ze5%P~;$i%tW6uED;0+)Zybq*8rXY^Im_opcp*}HmS&bOf+*9{)pzUoEB38e?S3yQ@Kd--as~BifH3eAZ6k}Mmhmx zM3O){+^R7JWQWo~_P9frXMo&8i@Ex&j5r)Tgdgl*7|1ZL+|$N^-18>p%B3Ia zz2#W+(z=S5($1c6hH`!(kdB@Wq@x!D>FDJ^I(qn-D$?`LQhYU#4zCB&;Rk>`RM?{V zJG%Z`Alk>ojf>UI+xvj#v4`d(&Mq?#0X_!uWza8ybli0gzQ+wb637Ug0;D6i0O?pO zkdD3uq~o1Hrs8weC|nO@$uq!mF&%3WelSv>0vWkJOO)axfK+@DkctyPDt;J9#oK{Q zp949xGFnnzRl;AbbLDp*;|V`*4iUsQeZG=-?ANNr5f{tRpBO{?N8Z5{Mqbk$+c=-M z!mBdot0i{1jD3QAek=)qmWmc?GdKD zGV|4h2o6As3n!X=%s}{OkjGXl zza3nj|5x1ckKzmBmm;@NzziKuv3YkMk7}^|M&#AHaXxpp&EMxHvBopC0y!H}T=UJh zesgX-Hi{q~7z*@Kk8gy4oI+E8Y;-!1DcQ>_59%-`&g#%w#XxAwKHKEwvrXnRA@iZk z+EOD8N@+Wg=`$deey9154PNF%kDs6W!pT;#T6 zPhlyI_fbkO!XB3C*Fa9`&o!^%NVfdUF{ z8mttx0m)YlQN36`Ooi%xAQgQ)Le+l_B;T$151Q}OykMlN_X4TUr+7>>>H^(U^8xKN zBh%L_`Zjgv|1z+a{%BD|eb%;SkR6$%ZvT2vIs6@v2AISMH5vRsIu`&s_r;+>=y`aQ zYOoZ@bOn&Y*8({yelyA|fAg79dtwp=&m!MZ!#RyAJbC0SbM_#KH)SiTTzCMkT$DVa zCP}mrS3a7QvC)SpV`m@YmHR&9d&ekv0ohkeDO`7 zKz5f{(c6tz>;3pDe>Z$dAOCmg370uTH^6vij52=qq00E9K=$z8hkE7Re=~;r14pWO z1%V8Kj87`BD(7MwMG1G@@gwc;0VnW0Ut*k6`7)5{Pe8W(7)aG!KrYfXhby^8AbHhz zY&^gQAoU&&q@9b$d*%7NjDck-6nu)jvaVd-z00WX=O{2co7BFxYF|@F%J+Ba%bVNa zSzv;)xChAe;E~F+?IFcK0y1d*C#v$rN2~G`K$gD>WKR}P(d9t19LVzKsj7z;0?A(h zBH>9J{GcFHhjucfQG_r;qsqjnromz$z7tTFsp;sE*8iL+j8zL;V+WiMO;b8#$P3 z9>}x}NTqLU{yC6F&plq%-wm{kMzyVYNUr+A=(muzg0R)0W$v4;+Prasvaxuc;W8CuhRT&%~_VzHd@i2FN}s`X=6TY1m~+Z*8rKW`IXZ7#7T;O4y29cCo6s} zkosQNyy6tEJnKtic(3RwUhyjOvfgTE<>2zMFOBMTMnp_hM~8kOXKw%} zb6@J~I&pZIJXKlz_%!9gE+9QBU!)>ha=NPT38cQ`f!sO@@nk&p{rU{Gb$kjWKlMyi z-vXrkEkOEn50Le5srp%BmloKk1t=7PlT2YCc?3u$Q6P=Rb$LQ#5=f=36XpAzdc)e} zm`1^~l<{kUOg919x#xh?`>)* zyI;(D+-E!(Kd3kiq~f_|1)j^(|dZ|)&>`K+<;LFr7^;)I) zi9i~?E3SC=%a!~9Ak)E`AEWsNnwz$9p2_6LSL8VK0bm6_>3R6#)8xTl<0y}tY9~%S zt;3k4ZhYMpO8J1*%9)u!riDN%K3$iKtCVvKfi&42{P>}pjXzDDZ-qCU3o zbo^lNUItP@Pu$628VIC)+S)lnJp{=Dr-mhfDkHlpl970@o@XQ-Dm1 zHD96mv)Af{luG=#8v1|jo0GT%+@Tu>u2afB0J0rZ5N(-4)8+ba^ts`7v0g^KXaPyog2;@g32jU>K>fPMW-Lj)0T(PxAFMgxh{;Yjl zexnqQPAG*_fK2BB=|IU%iuVQ5*dQRw=ijW#F9Nc>Me|!UXITUe5u?Y-yZ)}1oyBk> zrDcA1i_-BVkUDQ!r*z#9B!5bC>WCj_1-%jnL=`w7@(cI7>VU|N7xOY&_SjpM&c}dk z#}wp?d;@**qTc1T=8dcQXwabr7OYndgj5ZxfJ_rMcxCKcW4JfI0lO6BwFBhS-x>{N zHZPZtJ&F&o#c#(yIJ?6u@O@`>VwdHz$3KjQ!pJN+26zm|AUYbG@m ziYF#zkaB^AhUtDsl~06TRLjFdK&GeUBmXdFEr>ks6)TXp4}@91{iEzPL@G5 zmt(=&WfX|^@&d8UUy#!tvNo6VGWafB;%TpV5;;6b>9VLI^raaDGKC_hy%HeCvH1 zUH8a)O1AHx;_muQ>k-=l{t0 zKX(4#onI9S@rjt-E`_*%#$oKNf}d0FK18|!y2iqq`dy zD`ya2SM~_kd#Z#V)v$n!!(Dk=7hBm&`yn!Lr{cSXdzS|F$N-ae{uw{{=1zi-sEArb(_ktGa7U%?TgRbwg~yes=FEJq4Q~e|x@9ySCUg zUCDQtsEtb9ZMjzplT8%lQRFW%{?1i7ecn&`r;aT#Utz12pNsFpVqRd8uEdSvql&z@ z$Cn%SdbMk8f(03Ptr^UR{#ny*Bv0(rjwwjXi+r!mL7*6bF61mU54cNW|8u3};Mu2)RGi*A!uks_1a^55z@ z@6xkRLUlGdo?jb_T#QxA61g%JWEm- zR@AoCv@L3BT4bALyu+Tlwmcx-#QcCQ?~|Olleb8vf5ldLdGJ=-pZ?@aJF7eNY>3Y% zsr5onQM-aEY}=UhK~2o-SpUAs^4~a0m)?dA>1#V~Pk%#vyF7J3v3Uy1yZF){VH@Pv zzO7ypT$Orp{tVZ!XJ=5D);n5nUL5nrd%6cx)L=snu!Tsk!h-U1WzWY9Wo4r(yf}Y` zd)rbuGt)Mtb*BJcp7Fhk&E43Zn?zxF(ZR_Mztah+mx|2u*bpv7di&9O4n!u`a7v|sh*%=%OX-aY8Dc!4BFE1@m!Ju2eT*RwtqGQ%gQA zrj#dN{=K?UY`2W`hz1oX<&V3t65e-Ezb_5jdj-4C?HD}M9#=<4+o2wZ8mbAXp_+mk zs%c0QOcv^ZE)Qu+%=k~XcL{?~H{HTe_sF79e`*P+tso6mL>B7SR~~B2n=w@;UtZ*C zKM$j5S$n8Qa|Szq7%J`AP!*dGBAfBKP_8wz zwW%OwoL|XHwXgBc(1CUwOLxZn@>g;mGkK`De7CT=VP3k?yAl>v6q|~oqZo)}_#CIH z&m;7rqy`i3KkgRBqA+o8!X~Q_Z4@i{qyIB3Ikd<(JQlfuT_d*Gs~Dq!Ep+!VvzuQH z3h>%jGyR=&v$!>n2R0g6mf?wwi2elncjP#Z{1mTZy4^Ki4&|2%DXn)gg8R9XiraZt zBO)Y9xkzhVqC;*>_AK_bZJc(;>6vcHieik<09#{Jq%M%9}eh!95r=)5aMCko=TJ0f6!EgXd3B8=foZ2`M9}dZ_U#tt?Hcz8BVCAe z6R`FNH>BGw%%v*~<47X;LkVAw)EY{-Asb-G$_1eYYzQX0*t713p!N(apqAyJ+;48V z8jx#a%y!J%HM?DIVOZfGcZM?4E!f_*MqbyP%(&IbdrEyB?HxQKWt^a8_|<_qNOm5I2k{uuvlT7!Z7b>=WOqmG5<&9?My0LYM#Nu1JtAJ z4*&EgN0<3J92M441}*~C8Bti+xByS1rrx#hQD>msDyXtJ{CqaFKyZG0Yn!ebmLu^G0{cdCs+o`(Udj`ecQDY;@e`rgb^lw{ItB;bul>0iwA|I8S8CchWwxmM;t~+?% zUn-yOwuf>Y1M^oL+(1`i5tpveuXPyjZM!l7)xwlx8kXSCSU)$R5Z+E5+Hb_P`^y)` zDtRL=@Ud;g?NIJn=w<$??fX}umNfs2Z#ctFP|Jf*l^O!Ij&9~!js8$R+QiY33jc}# zMf`PBvRkEZ|5)OSQu7=ZKGgO~q2C=~1UnHwd|ZjS16!$h-bt2yE}$^H$j`$KoW1!u z==YDT$|zlelYuqZjw?v#wy1)z*zV`6?$&)ULJ$05kAY8ta^s!f?r6O!OzeJ^xN32f z%`E)8O%sQ5w>tlxX%eK#{ie8MxeDwecXW|eYd;Hv*xEt1SEOUua{1MYm7E3@hN(x~ z*-As&R*z+CcX~dC7HY$xW+DTnYH=d_D=G+Cj2|9K7q5`RY_NV-qD<5>*t5r zWj6h~RW^MNs=StO+WK^a@_+R&Tc01G{EgqT^{IjK+kaI*ub4MAO>VE~n9*!bszjJd zWS_N>%u-v(Kb9pAtn%46L*uTJL074eW7shQLvwBVw;s3Y{|!}WkF>31KPZ3ir)(t$ zLiw+I+E(&bDE}UnjQv^3w5vpb!pxmEauCYZy23SLGPf6-99A{BVEbTJi`~MB7a`7N zSmB<0w=m*FZ;0_Q^9}!-S(LC{;oi=X%L1CKf6sHd9F5y2RoUo8#bze9 zXJ!8kkEs)g1&Ke4H=@BZO_#bzV6X^8Fpt^M&2C^nn%{*4>TNuJ^Nwe67ly~un<-1bMhG*iZyhOp#ZzpwA$ z@T*0p{fZ*9LviSXW^Wdm%dn~PH!3!b*0=oMupKQ-U{#S9o;WhuxS6k8{u9~ArgTaKyj!6m4g08HluD(gRei-vf)s1$3mr@2$k8@P%a7g ztU%6HAVa=#Sx9UyP$QH{9>(2i++3&v9)Mc*6jau)K)Ed3vjG1&b~7}m*#i79?ao(U zhf4V#l*_sBqSBGH=zcp|Bb*{$y2p8AVOZheVu->FaaD-`l|sgd?vyz z2>XkN3r*DZM=VH3#NW2Z-zg}!-uYFT(2G1NjCm(9F7v{$Kfmcdvf-QVDVKT3b#?@* z7ot!rEDjS3y)w`I<9&qOw@{Ia9<(PWHBf6g2-T5ZWmp-fVtekXLxtg_iSNs$8f^8^ z$**gCZEIE^%>}VqzV*!;ZM7q7a(a|MS=rLpzLoxYv#z=cSKah!$pI~WgS;n&3@H-b zYz;O+xnsLq|2a^ubr0)TE#tKu&3bdQ*#9EspXS^*eXBjs+zjQ)63I_m`UVV-B$}9e zuw}#Tj-=49{7gSLUZHv?0M&&-sNM-VhWjPYZsoIcr1vj))jn~%E%!?(w;d{<;ydg$ z%xb87=G|$pVIDfy`u_{HQ4g7C{ii~eI{_;FHBc@ARZqG6QC0iyegNxkxb)x_SJp+W znr{Uehy=$L^jDC_(=sJ%)as$dhg|BHU8LIY5Lc|jK*atuS26mg6~ zU6hJDCSX(TVNzC@G}QTM268@Xvd}w?J;5CWLVXiH0JS^_^;N_W)HmeAE<6HNu_$au zcpU26?+LgUOu-H??S+q^K!g%xVJ8;kU;yS}7idOSnXZ6y2)?O61)xS^5Gq{+G6GF> zWO8<`Z-941o8c~%J6{R!qW>X{a858EPnOaQ@9u`476=#`_KGV59p2 z`+WX)Q2urI*yXkNdj6O>4590K8K|PxLyh9_efDwrdZ_DyImjw7l_~pt{vs%U(f#(h z{ee*a(avA{051dM-w$fdjDR)p6z4zBTh2|zX$yG)hy@FwR?Sn8%NXW$s8tbpsEM~K z;!vw%HtY!RhXFY8A5FZTe+8=Ne}U@x0~R&$dj7CSniy^SgPySdF;L6L!>*KXrXsZJ z?t%fBhAQ|)s202lHP$|WYGKQ??U|lXJ$4vW*N%c(MLnOi=?;QQHw1b;12w2Ggi05O zF(tecp@eIo2JJ_%72M(cB~RIPTLS}xcY>1gfB6Pz9X|RnWyy1xH#ZgDPM+Q~_r~6)+j9fG41~rWas) zxZe3chsu9DRQ#q(c$G#8j$dNm9ytx_LiQBrzaA>VS5WbOg4(|nKVx@z9ijX^q2f)4 ziuWwkR`x2?gKit0|7)mt%{rEwj&;?{=rpoAS`}#$)}BAezlRoP_-6?)!lWF!#)xE73eRri== z*HpzY-YX>Y0*V1?8qeC0pS95BW{<;()J{y>v$g{-*Y>-vv%uN*J5wbq!z!`l_pD72J{p#yXr=kl@i+re?<#Cgx83iDCTa`$jhoSO{r_ew_yAPM?NdB|%-oNVJIK{)&l;yFBs|e( zb`O+0vEbxBaAvU?j)hL*0P8QF4Jce*R9#}K2kW*iTSF)QjmITF>A+c-cQd2mtjd2r zYkagVauSr=>tyTSvw9)o`cJaUPKR<8F72Liqr}ahXyXnZW#fJeW8Sc9${FwN_9?m) z5wjz0#2OOFjdck-p#y`9O@B;>y`8$0n=X^Ni8qS<8&@I=m+kg&jJw#FRV5CydG`o; zd6$@jL&=E&cXVm$IhsAxM(_=?g+ELJZCEe5gsMcUPqBFhD?D*146}t-^N3JG&j!gm z9JF~q4CQVh4|M=}#`tDwu{jqjyaH1g_E)Dm5i(T<0S!A`&<(>7R1smQomvE@I@-cA zQ2zpJpq70Cy{+L}gj%{2%JmD_1bf~!Ot?a$WE!ZoagKm;H#`4db$>>^+tSA00_Fbe z{6)!+JNY_J(C#(wvQM4KZP%adndUw}t71%c2wjJn$i^a*#paD+B=l%(da#2DZ0Fs# zP3?_;mMS*e?DC%h1WLrmDMOp@v(Y<`_?KRR1TraXQEB7FbEVm`S1m#Y7 z$(~4G1Qo}7nwSS#nU^@rd$G}yhBz5+^!-9-WntW3a+kCe`xgq4^Ro;7qP2)4xFhFy= zYR+mk_u7ajLAghqUlmH-Q)HgS3dd<-*q)ode>_{=-8R3$3v7O0Lsg{Hkz^QQ;bmB1 zhP#CkCoreT^v4S0G=wE5)^XcMgD0fIZgYj*ZVMZKhxPx}1{5W}Dw0;CaT%yoS*Q`3 zgW5>)FfhaB6N1`+j)z)y1|)9GT!c{KsZj12sLcPW;FK%aFizzBP^kh?1qY!r55drl zHlGMo!52dZXh<}DBukGgRZVyCV_HnY!zibZ? z_su9%_H@ZNx^XWz!?mC+<~={5p5^}RZeeQC9%28t{Xl}^;>&F@zd*U>PExW74gp1CiJX5_`Vj(^B9OVj$P|9ug{zfVKO zcAfM`Gd9B)pxjTd*aE9wwf`cH;x`9;ou3Dk1Az+m=-a>2p2n<7w=qmFUM z6f7e=4RunMam+$pt1(B|a7o4UpfWh&U$)@!P!)L&YApQQh5zKj ze}x(|%~#uW`$EOL7SdP7+=EaC_d!+UDX6zY}?e9^kziY}(oE@bIJCnHT}% z6rlYDci|Pmh9!UB*Vn3XL!xAdUR)>icDWPWACcSpWnk{_c7O2`EK&>Z*AEBePz`R@ zlIIdfRz@o#c4D!h%OmUZ$U&vc!!WyNrK#6$8g~iQvMc+snzhPqcL57rga@Hl$R7U< z5m$)e@J!ARvpl|~xZgl!TIurW;quV3JWryEer8GXKGAhH8xi}uNLQ{b?AoMvG38dp zKcU?F&i_61dSXp-Qg807`PZ;KtIOQUdwcu3wUzFTZ92!Ujs}17lit3b9U9_mInA!; zEW9C)Zb1$sQtvl0|HR_#nLAPTZhoy%9*(?kT@!QYznhpvE>5A}-ZiK;m6IBd3KOo= z;%9MGc(^?TeieF-vl(@a%1RF`j+r+H^2F#Kcg0xnXSltC-Hg8szizWn>(=3dA1W8{K?sUd_x-- z_&@36vu}swDL>H7=65NSySaO^b6=mG11E5i9pVvJzbK3ZZ2UK&+(Vsh{knIt{(pD1 z%fE+mpYLt`e|3HlCjWSAyZkvQ_o?;Ayxxubi_JXQ`L=sVGndghldaUqh zx-hKZoFc+ocxLZ$%}u9K&5~Eu`I>oqtGHX0DGrMxOYH&T(@^eT%iKYw_l)KL4%4(t zn{mS+3$yOTB>1S!<4q{_k@HtBwt3PioFH;C(&N4&v+9DRub=OzMh)IG`uSS*&`yPa zPj6V~$vflDJ=Q_F4bGoj($8mSTlY`2u}#G7(qML`E%C~mZK~vKTcdwKxziJN`Q=b9 z;Z8dCd_W`Q@(#JY!%!*WkRcl5fgyXKpMyHMH|!$xR~mqkb#}jc71Y1qgHX%<1r_%@ zSOQyrVDBp)3YGb(P;N5R)@@HfcK>pH)T>x`4kjr`E(}BO+XVBW+>1~d9+_-*kgv73 z>Qkf(thLcjf^v5`zsd@^Cr!gpNh46(V$}H)uvxI&bm!9mwb9m*R>79u6}9?q4Sxfv zkL*A3r%>)&NM14X_y!yB98_UBs6x*F*d9NaPweqTYp6o^f?9qBlv@FnZnFztw9$q? z4Hf<_RQ!>j+VF>Nnswz4 z%DCH2fbY1quS=MwMYD{(c3}SqGaP&SH`#2$Q0^+{zsva_fU4hOsP?_#{F~kKvM+4< z#!$--go=Os7fp23#Q)tF$;Jo!+Inj;>xO2E6(3(=*XY+!u6SkP$k7A&1!spBb0*1) zt?HN`p`72HQFTH`mvUtb+kO#yG3_4pzEoX#Vfgtx6riVQyjNws2Z|F*cr_5~I??TW zc^pg3JX5XgrC^hf^-dG$;JbCcv*XdAeB~yGj6nJp?W3< z6`prAXWPxt553J0CZ4p7T?gg9fl6zhvYXvrP@CbcP@CyusI+fD21~K|GI`SgUl;Ff z;t2H!K5p~78_F$#%I__xwYCi^zuL6TuOC!?BcTT0#mOHB_&RzsaU{qt|ESF_zL;gW z`B2$C36hd1hM`hL zdMEEa#EqmJ+itM29eSTZxlgO?&^x%=4#o4KYLSIXU)|K6GIVQU{dG{~42CLqB$PV~ zY6Zz9+->2MV|t|fvO|UdCCa)5IjA1XyKr-&UG8@bK%K_~9YatBgrS-rfx68bb<5*! zc>?+gPeC6{pBS`v%rgY&zHJsNVGgQ*JXFSJl)a%aps%MlB)4!QJK9xNRBw)HY5l)KHN2vgJzweyss=YncyacL&i=4k=FMHE-FjSA6;{34=_D1&eo$QV5 zy*pd~1lXMN&6NlxSP7Nk%r4gdAe8?TsB_vaP(ArGREx{I+B@paq3*KwcK!iSEj$J) z{TQebbT(A_OQ6!nA)|)rJPI>M;OW9pE=Y#d`k>rN(O@>kp;ccYl8TTN3EPl20A(+rP8cNS+FY zzOsA!jZkjXH+FA-+c(MPgWaXnz$JE=MX9(7iNnMfHeK*bo37m!o9=}z$d{`Z`}9p$P6#(a@nM>*cz{NT$3VGzod2KJf1bJR8ymsi-l#O??xteS zRm#u1&T>JhehERfI}9`K_;?$X`xPoqQx2~crxny*zH@TFA-;BATm6&lDvY>nqcF7E zw()W(HytXQi{G;0e?G5RaOEN7@=1_heUXAnlYyC6ZMrrqY(9M<)oE^yLn!h%D0gx4 z!y)cnrzrVlpK;|qYZv!~%JT@Q=9~*l;CiS7j-R0Zglae_EQNicvhRdWa1gQv+wHB9 zf-w6UIUf)mRngBh?Q7p7H;-~n6Z@a{$lYGBaCtI+BnRIb-6_`g(xkCRtbE02RtzW;1+!ij6nm3hN&QPw(Wi$%C%=xqPYY9=!B5_0II#0 zUgCMph)K4+pF_F(FSTQ$-(>5bm;7p1{e!Ol30J=qRM}~$zRo~porUVc9Mtg2Lk%}` zo~0jVM%Z>VIaUjZ3zgT`PQwbOrx;Pup3kXheH)O7Rp@-H85gO`7DIWXCvebfZTmYD5Ewf*o+Q@%IE~Bj3z+2 znNS%$43*IwQw|4K9@k{GYiT+0+r7b@~hz2leZl0Hui{H69IZs zae^?~$Hrd_7oU}&~Y_8%zM?^f#{ z3gy0sirXULc}*9nc5%k;g^zIIV_kUEg+Bx7-{$5s7m%WUa*rnuJ;rUBQCF|1t5@9B zD*?4`QZ790n1NcCS?A9|4aPi7+-d7|>Y(Gtds{BGI_Xbf#g^l3}unBCO;;b3gK()UQEE&*6?_8J$?HU@-kJ^N9!>T;&g}`ZZVe|~$EKi?rlC41 z1HFAR)Edq?<{ixiHr($RfNEn9s*NG2Du$uj7IDj?7q~SXCqQjXK-E13vnSg2y*-Km z+=oz=+5}ap|3Fph!ISI?dJ}4-pETO~j~!!I$mdX%zULIXq7FFK`u9IgD};UWIC@zT z8lP_0Oy@J~n&}Ny>jR-`eFW4R`oZ~myUbg@H&iPJLA81#)QWoMEW6@XKsD-vv+WA{ z6w3cQY#KwfKgT9G7%GELpepn;EP*xSY>WFq^}ui_R}VGBWv+|^L&u7fcz;dw6M`7R;!5<)K_^b$fPd;_YW98?8=g^FKWZ{zoaawDPQUk(-j zR;c)kq2j+$Zw7ehP zm7Rr3nuE$J57R?!FZ9%Q2cfF*DpcByPt7SKiyUDpsTkTZ|m)cYGMF}2iRnN5BE};7K5$7JCqAK|6u2D zJjAx6J1l1T66gQnNH4naxpsGgl+oCn>pCEwyk(>>afsf5A33o z&fRAm4@XB;w>hnIrRhAfL%w~kZMHVkD%vt)vsH~p|JuZSi%lY1u>)4Kvx&JKzg#1Z zDXMAhu4+tUSrU7Ja_%T!hr@Pd z6=EZwRb)Fq0UK!!Ee>s(a=NZllU?yXVcBuTHXcm=Fv@pzOpVQ{g1B9i5O|)H_5^mV ziM80uvow}=cRl_h-g?d3vxi&m(ne<5eBI*YzDHL#Y7!?ff0NJD&h*{ZspSFTzsNIi z_WwQ4RWp6bjz?FwY_esyeELrLi+ra3MLs)jw0Q?_PCh=`*J}8%o4u;+(E|Qe{vy92 zGyb<;{{L$4%b$YH@0dmZm;C(i{BIuz8{6@s^gBqm%RM_69j&^pQ=3@-TW#=g$FYtR z9H%vMykQyvA{+<6Ou49iMkx zCF+lFlM5)m!xq%aG3YqNag5^x$7>vKcT71x?)Z}9yN+KvZg(u6mA2Bj&j_U{|M`knIUe$K*ykC564=^N=M_kbGqvR$Mue@9Qh)d{^|d8 z85h3HG3}ADxX1;h9OpSE9OI5r$B5%F$Dm`tvC`2v?zq8K)NzYrPSm!r-UVbGS2<=J zmpP^#7dg&zj5|ghBaU7HC$V^+{Ud|tKe!Vm)H_-X@5~N(6^LMmf)64mF zjw;vH^D`tmS-)xTBG?@kr$f%Kb1}Ip=hq3OT&eTx97}HJO}2t%)@!yqe+TE!JHJkj z<+jSNAsLVlx5Y)+bx4tOetUSr&~^TnHoD0=e|zU&<@{}&KjZv5TbEnr{5m+4OXFu^ zLGB!QUN%k_p|$g;oWHa4FL3@Y&OgujyE^|I=il4;XE}d2=Z`zT_2$*~lf;J^j13ok_EozI&DL zq4LI|YnymA4qm(Ty6b$iE2?wr8hHU3G5O9jRiR}5nW|3q=f0V~Ya6FGH}+yAHZSdY zv#)ho>>E3Z#yL)QT;RCaaiybwyN$oW`L{ZD-D<;Y-STnHKiP4X<3h)Pi&qwuNFF=g zSG)A%gs-lYKiTGY`nJXVjPrh2c$m+G;K@!$;4&fbOulC}Vkt7s!CiAZi$}4SDP=}w@mOqoFP{m+Q`pwl)39hu2J72+YKHi{SBfuZ zBbvs7IDDTCZY>E4Xa3Wyfcvp)nnhva0oYV@NW@Yc7scU~?5?ILAE+0g2cpH_u~Kw| zz0=KXZyRDudCmjTk&Uev88ysS?ek{2Zp=ovm`aGxU~|yoDr_3MaN2B5pM5npfpGCw zY!q7acueZSVd`)y1oa-b8Z5>J^P^g)V3VHgzK-@8KirIMKCFzG z^;bCKqh^SF8mpwY#22vb6d=BZZ9*5$HmR8?dtq6^#gnk*Xz}bI>whtxD4s_#z1@?C z=k&3))(wsG4xlHlCJxMEYK^#}&S`jjKPt*|<$99-3oOeM{&_fTfQ_R|F^>&p6-;L< zfJ;VD)(vb~F~qMUc@KE1kN0<(Ap!FWfR9|jI=+qsu>L}0dc=8?2VORT)pRl43*Whn zjIN@4Vb3`079E5K&L+<*={cyIA#1slBF?;%m)+62L(p^{>wi{^^^N%W?`&pqBEiG% zXY->4A$TgLX=lW`2bcwzbu1o+O+h!juiz_qmw^)`mN#3-I3OSKCM<*&Z^nXX=E8}Y zu@7=RlZ+y8^Fwr5Z@LaPS!7%3hrc|+zF`JE^k~DqUESkdi`CLfaT8XF))Q|xJVwva zLxnexbtAd?~>hs{-RS+aLtkWlpUyglyXHa?7h^lwzQv{3R&?RJaC%SfJ8Uv(#a=H_QMA|>3oB3f z!b`0GsT8ayM!USs$fU(V_#bQ_k@PO!bFWe%v>r&9x`M$-*XfDWt}Dru_#t>6rcE~i zAH$Z+R`f4+A(lszV4pJD4`M3VRxTZJy1 zze;mk9gC$%ERMkv=m^~PZBudBI~?P+@OeA|Jr7;@p;Ub^b;!G1xFTFU0gEUOjP06m zORRj4NE9Hpz#^(O9FC1ahv5}Y$KgAe_VYQ|ey!Dd{QDWK{z6t6?E5}FM6c-S@iFW8 zHzZt-uHX0p|Dxl$j*&q0S?{_LmVd}Sl^YrPu=XRnKM24f8`!2#p%U;dOx>;ree`V5 zvcHijOny$mXg!ZK;|mVGFK2bYL%-sm6Rqc?+HU2#2|568-NyQ_qy>p>Y#!gS9i!9m zv+dLrorhQdY~#dXt6v#-)g*=w|G_#wiuiC7=KXiTlTDGg3y;9JozB8Ti)?rZ?#;WZ zix^wM7~&{Q-KZB@zr*So2bxChG;9?GMBuI|*u)30C4`HQVhhn3n8Q>Fu@x`c&Y=LY z12zp^_(txomvLiy8&_}TzJdkO;x;UR7K?bL*N@h#zO_scx8XE0f|^8bfm#p0#m1sF z5&G21A~T|nkq!}8roZV3?9r@|{kx1a!Y0)AFw zbsnDB%IXMQ8*6PnIe0-Eo`4`h6u!{bW}1QF_BKi|S=)&GDE)M%ekWZuPAo=O35$4#sfMsML{l$xyaHLMrmqTUc{ zj}|xIR>UW`*$UvDcQA&?Cj~V{K~0R~@P@exeBL|;lUXpCNMZ~dhmOM$JZ4%OWMINm zc~NP`W%LBxH9vy51Pc>id>IR&^^((9*xC!I1pI>u7HX8|J>;L{N84rLEDf5$VLN7s zB>sWr+4XAXhi%w0bi<2QKJSIAIS(@x1qF!rVfAQDF)`{91|IPXr=`%86)$1YQ`rAY zyn#iCq*uL8UQF#s9Dzy9+t%T(r+W(@+SQZ2vBy|t^n`fi zPvEKH^knjfKP_YZXX|MhlWHu%`csJveEE4cl_qGo>t#5x%?l(ZzStE@p~LWeOueXC zJx*QDj%*ACzEtsOy9E*C-Ww0C9M~)i1D+dG2IS#y?$Ew3TfeMr+U?N8a9R&h&N%w z(BeF-KU&mt{yoqQ&--(BOju2GCKbMv)eW!5)}mwinqsq%iFR~;uL*eeX;o~to=i`` z{dqywJMV|BxP!mrJfAnI&)w){#7V)&+fWHwmWBtkE4HWW@GML%7JIa(U>YgT$JU}# za8-NWXjUYIxoR&aR%d~z@6{|;ufSd3vk}khz_iJ9yLcfs0v(0dOW$7YF^LYm#4HK0 zC9@S(qQ$P*ju)#vc0+GL2Rp`!O%jj(zcmNa$Uw0P(K5Yy+?v;vXQ;*S+3pm8&cMOU z!=y1$IRBF7W?G2#BCYrY)*fB>p`OAI{OE%|t$2mHHbx61`eK!6u|Kw>FMmStWK27j zhIgvDNT*XOYhI)@gI#}a7GCUsvQR^@2A8t$5rO8gyLPq-Ls#LM5S@aSdm zBrkjqByr(4iweJWq;DG?TgNO^R8Abwuh=X>i^H&m=!RLPeFZa4bN%2z#=t=gRC-R- z4AwJ-u>WtE%9;dBbA9C@tO6p5Lk2PdKUzEq3!n?%cGuhR4;;$6rPAW#SPfe9bZt3| zt%ZhZQm+d_OrMR8!YW>^*Pzy`_RR;!_=?jw*74wmnZq=L*yr+-K>Pyhp~OcNn_IBj zMm~=fN3sekeMa`Q=woAu=EI6j6pz>zi=YFr z4jY3O*BnhH(BfLG7M+77!;6g{E#7quU0mVw_;>VLbQ=CRC3>~dROx}U8KhKB?1n8v z7f!FPY1mIYhb|>tJOhiPBQQOV@v$G3gA2}MayX73Q?TxQdT~GY{~^RbFtsvTUu@=L zI_Sv2|6n@K*QeNqVL=YRG$;HbEKC7u*m}H6dm)<~rug3LTIgw)l6FF|`36f2rspnV zHDY?XUOXqp&r}wi11Dk=(0|UqkJkMB{U zIGStlva1+R#L?u2w@jtgXib_pavEO{JCXgrrez#|L$R5Ir|`o9`oKW5>5PfPIdFg- zu}x@A`PlPD3Manil05Tvc2*Zeu z;?Om8`(ea~pJ0lUTN7h2y;E#vu|QwmX!;v99K?Ep`m%?<{89LY4}JY(CANrg@oj7# zTHJumK!LWkl}}=7mzjWz8e5%)rmDm{A<4oq%ps{&qX|1g;?oZcIuz21edIcSYCS>D?KV#a-n8VSSrw5mqW=HVVP2%Ta;~}I$iyvXrsOU#A z#F!&X%w#+fI1N)Iap+K5K)84eHUeGvaZ7#ta_^%`%$EIq9($tKql54WOh-iGX;^=> zxDE@T#V@d!ACJUl%%BUuvZ>E;zJx6!Q}JzV5xVeGp8Cw^<=8aB#p&2&bivnsyf6PW zAI|z_u#26swP-#e%KFEnkB}CAfK(qMoil=36E3E(9%%7?tQKAPaZ`N+^_F89ysQH8 z9&7`;@T;o&x@z5VG=^|-2)0Q3|H5w<>DxyA`Aq9#Y9}6zEkGB3y0!4ruKEP*@DpeN znTn&aF=&tIVdx0F7Sn1Kj~_`HtV;2X7(YGmWZ@1>k;KI(vMm!XK8YE02EK=By^7yp zTW_oOcmW?BS&J5@U@Ot$mDmz=9R7r9^EM}ynDL|S;EhEQLr=B~!tjPMc0mF@af;Px zxaL%=v+&r{?6w|;kB+sYJq-t+PT@B*Na3Yt*zmxaB_@fbs6+~mjIjFDE3oNVtbcj@ zXHg?e7n!5*1xz~=J?r`frtNqO>~OX%K+mBbjwyTyywZj1xzc-FcnYq;v}er2uIJIy zS9AOiCt|(O(ev2;-@-ErPZrjl&+Zc~b{WqAQ34plvgkNG=0e*OBj74*JK^Ht6KpRI zfeB2N6Q^Fp9`l-Nk1wOgqF2MePh>YA!;?moTx=7R!b2`$Z%Ft+_&K%#y$KdgVqJ1) zqZA&3sfPx_*Dqy%9-|WQm1^9R>MFRY=Q^GZKiebDNG-PUIP1GYjqv`8q-ML3X|8-GSa5uSC}fj z74CDr9Z$XB-qUC?aeBaCF{RxJKf8efXQ|*D7@5;cjBXZ|nIGo}K% z!jooEQzd|*TWqG{`Ir*d!+*K()$li`C(JG}4`QmsBKVTi>tVZFZFqZlJQl0HmhBaB z6Q&l-f`=rm9ti(+8=DSsN^dVQJuzk43m)%u7*54T5l7tV!o_WO@Lxc99uB&bo<=W# zljgElMNgi~_WwK{wPraybv_UMvtTT|@h&zm^bGhM=EZ?u-^~_5_*U3%femjD@4APs zzK#OmN=)&^txk&*?<+Au;zZ%(6#oI&F_I-V-p@Xq1v%({z^(%E^@X(V1~x5t<%4#+ zp9+7%rV-!&5G}^iXz{Fn@CSpQ1Giy0bRM=|WP7d_9_jQjI4j1Fx_tqB-)TL$U;MC5 zPzn#l6ek4Fz|^t``~k~Tz;@XB5jHrbj*t{y_j)Ccm%G%v?{$<4?e}C zNWC88&jphfCpaxWg(<-j_`wnmuh8q^56{p;=F?Vdf)_ZYe68N;|N@esn*Nje%lz~#1F#T zFon;7XMD%Lo$v_!3EPgY`JR0PR(d0Q&mT(6L73wAhmE$=(}Y*W5JzBL@eF|Q?P&3BOo_8l^P3DIyes^HX-gEx-=x$m!{TW1?5a{T4Lt|G?khEm(OFpDwA5Qo z3HS~c+r)ykh&Fr~RDZSY;W{sKu}piy#UomjnqKH3a5^>+ zJp;ahDgJ7>zE!D-5H9|KX&{@{r7_d9we|FZbK8`f$wZn5U&FLIs`x;B4oeU&9@VbY z%tH@@;r69G7sM{SL#ep|Q~Vk5K}-cNf?Ye7npMORkH8eZ7LE^;avZ?%{{+M_ok~rf zNF(46J!siYv>3j=PpPRxuY$i|`fJ_^zv)T06TTJB-D(#S95$Y z1+G8P>Kr`aAlu41IPl<76C$nn3Z~Ytgm(;*L?Y7%jej5(DrpS_yx~)I&Sq0i$jFIyf3rcpSz~ zW>X|>9LB~t4M&_}dsJ+GDtX4pve=savPl@BVTbQ*q#twoz_SsmC0>Fel5Yztca`}I^1Ek1+Q+*0jvHM%QWY%z^3 z0WF@0h0)@v)2K-VPXtc_i=xFjSR5^eX5dGQH)3hD*zqO?EII(&-ps0zhAXkHXz|lo z4Bpw*9_Qb}AV;U*(^wFlk4YqG@i%lA{NpxSh8El1PRkSyE9TR(t*ipr0~>)BPsSo> z@n>ubT72nldJ-)@eGgrY7T?2Gqs2-0vi>*Vk$4TuqqFd~`$|oJYG+bxir5I%6rT5Y z29a6--^S|EIruvkMT?{EXWXF0)35|O3U9_zXz?p-F&grs2%eRA%mcI-TZSPm`z z4cmc^!*y8YtyFYjsk#0^dIg<;)r(l)=m4yKnAIi?-@!(qbMUT5=q+>#_Is2D+{*EP z7!kpuEQrDl*c5ag1|DM^po4Ju+5! zD`@ekrx`0~adeEIt#~5v7HlUvzJ%_7hE^uX6n=`;p!4v#XQ>oA13z7=u|qiQ^IWMJ zrucCA^K9SfEd1~VR)^v*XIx?P(7_j}D3(IUq6q&>3>G|5crTVlo0m(?!`L!(8vcxB z(D_WMIs6rNz34E!7|WvLu=G{_h|qqx8QY@x@YR*9K6DoT2dm;*ka?}ty!jgIzXneh z&%a)$W#}Bd_n)*3orZ_5V%tTB;W=;8N^}(dV>PQyap0A2v&ztMIC2ex4&Csrd!Crj zmKxtX{5cKakzLpVn}80#6Qld_OvPi~Ej6>T8EAd2k zgx6r{ZS4OgmgZ?C3&aez1)YWMzGL8^#q)k-fc>Z1bg zJw8@kX6n#l`;sy<1RaDIm6e%M=s4U~US?LIO+}d*P+4Z8-?6#I5X1K>Go{}%!r>Ra z$>;|*8*xCH8MmEC@Yf^D%!D7=w1$?M%_oe1pQ*i>{LPPn_w z%tDJ@{$6GlqQwKTW#|yB$5x@mtymT zC+R+P7|z3jXz}Ey%FIBtSdWcGi<7ab=s2u+hRUJ+aIa^}%p!Cawp?0fR-yy29?POL z@cU(DX8j%P{{zpLna{B;EXc#^7s|{|C4f<^bPff;AF(R5Sx$wp_UH)w57t%TFS07J zI&=npfDJ^8l`kwi6- zG@f5EGne)EC7EMY=s5fWt3l^s+s*U5PQw-0CbU@jO_|w_7KdV$Np9D{ z2o^w#Gq4~!0n5HEGa8(c+g_5G|hm8?{D9 z;YMsM+W$KlV&l-}k23Q&Y%)3ymt#}W;(n%_k0n=o9Ex6u4#R2Kl6ma^6NnYqau#G^ zNm033iT1*nR=Eo>^Nv1w@WCMVpHV9`P4 zX7zpa1Z<0CQ`H`W==Er^Kein$&N-yqRQ;Wk7I@6SauYy{i?RM_F?uMyh!)MDa`yjt zB+kO>wE#YO1T98qV9ihx+|MQlCk`(+;~t>5;FHG@e<5+;87HwWA0#dO@)W}VL1W-U zXVHs`Xg$2=TzczaG#oI#+>CjIo*Q2tGs`EIn;m$vu=}NS(WA5sF8mt>FD3z8KDFFz zKxg4UuV$S;R_*Z>R^J4)SQ0NcGtlCY>E&htIt*XEnI1xC;YqW~&E&_cJ=UXVJkI`K z;u>rL3&bwB&}C?`Cze46;m24OorlNW%4$Mq;Q@0PfKSjGc=(;Hdvq8+iUrZ)PuMuL z_|ZJZ8Cv`?HlOu|=STS2-Lx8=hrxU3QgjOTxsNRZ9fC!FFXwNQF##{ZcB133<^cwB znrjL0ibbq@w0QQz<$O)K+T%Tsu>R3$xb+DJEjq>v9Oh(f0Uq(lrEDH(aTJzEN8l99 zJjul-xPBQ0qQ$c3%1sZnAFjaqqqFe9=gUn99fA*IVRRa{c%j^kMTg-_FR=b6C;^_1 zFH#6P_fokz8D%f;|WJc?~cM^>^0V5LuU8#mQi+{(Dg5SrHZ`>Q zfbIL=Z0qPWJm(WyhmOK)uq9|Qi>*Y9M}JD5JK6tBoR9f`tM>ThXN+ES2EP3{TLM}P zZKg1E7>>gt=qPOQ6%|B_8?dQp(f2hwF?0Za|4q56{hf+#EjROjq7vv7{O@n9{|#F3 zd%5`v+kqBqiYko%4>l*bAJ!Eef>%~nm^!pLk$F6=pJ8oD!(u z-_+-Ed}k_w77yw|CD7vGSOy)2wOuPrEQ?3tmVGKrX%Ualz+U^&Vsr=w2UVDX((oVH zRJ3^2U8wh$c)?AqN^}(7fQ8X9i4|A`k9gcn z1{7NS44Z`(yWde^7NCPLI=8~?M91O7*wm%$0b!dY@zG*pK8-<(*#(Szw73CVjn2Wk zds+WG@r3TB1@~8&nq{;AzVRS~5N#f!fPc_^=rp`~5$hYBfEPVnVdCgG{B1FnL;D}A zFpoc7VV0o-&k+7>h1sF-r4{A~tm--Pfp0Ej0HSlx#VX8Q&od|(Xeqb`TaFfUFI1RS zXz^=oD>@H5E~oWqvGIri;lp@u^d`#`UZ_d zi(RqGGM@jG7>L!Du~&j;V!hDf1z3Ny_&hcOE&lK(;{Ywz{)@_?#gnl)Xz@mD5jp|y zd6zMPPQ%=~3NyBxhQaWMF+4mbpW46<48jCbnsG1pbK4L7Ois%!IA<3OWwQeaq_LrIslC1*<`u*tQBY8|#551zZ2jz8xKa z_hA8zSlDd`anM0H;x~E)9f2Q|RGPZy8OiY3(n>B^@XrZPFR$dNiftVpP+7@E3$`-& zyRXuWLHnCln%SM0z;*|o6ymUMm0YzT5_}n}dx`B84((oP2BO1o)P9v_1Udq@?_X&a zpiS>evku#U&cV5Ti1#vi!jJk92c3s!4XZRe&{6n*+B)~RsOtO=e<9rF2IrutsHmgj zrGy-fl+tY6)JQ3(vKkd@G%B{tomzGmjhrzpQOQQ5hD>ubO1CJ-G$p0P%PJbySej^9 zV`5=iP3Ema`#qnT*?sNq>-Wc-=lPyFm+$q=1UY9X&vsJVIRAKqM^#KPs8$N$iR?i7 zZRbyJaPuUCvf;w5WF+pLY*5|r;{v$wEGfi=ZSFUyQe1~+q#PHXAeFfAI+sCJ<93)w z>b7(L7dbS=pc;5Vc#cGHp=GK;CGFs50vD4sT=*X8hYM>-9xiOhlc}7za3Cqch55vX z3#X7O+zmH-__2Y)W_XI!=0uRID*>o4~ zg|%}Du0Ko5NC+1`IM1LOap9xnwCoR!Wy~$vA1)_`T{H&nA!+!YGA__eA(Mh|*?eX@ zE*!nUpd7fcjuhg;W26`twqIyab8+Eaq!M?*$H*F7m|sp0gz3c<0lSU5(k+IJi z_{#_Xy$)|97iA~7lo)oioZy>8$AuH0H>eC;_!nZwy>Q54DvjHr=>@tP*P*Y1O5*{z zop^Df=cbpKEEI%eNEPmYo=PSr9)yQUEgpu(mzg-Y4yTX?+zr)IS|i)xFcQXvSH8kB z#f8=ttf+c!V$e-8>iPWdMcS@p2zbE?JFjBhi^EwY7x%&7YqSyhOhBdSj*Wq2H0e8XY-eQj6K6sjx?qTLv z(?g^j_rcvHfD4n~rsr^B4^oc{N0CNccq=)LyFJK{q?Lkthr1ln_c8?VskJOE+y@&- zCNAtAWSQZ@;lwWcLv0;nkGtSj;>3lX^#(N!7cL@RJOHO|(kqzmU1O zdf%WP+RXg`4?|-u6~%R!LpI>Txnw6UT=D^3jSG*Gv$(L=hcu{xU+uuvB)x(Ae-N3l zl?lTOE*RWKm*REstKBRi+)-~(vq>@TgC!p`4{$HscZdmvhhf{J9FJS!QBsc!Z}^hC zDlQyHBDnB-4?omCeoG0BUvXE$b=Z$&;x^dh8^&84E+Un90Oozma>X6+Nm7IRp#3CW zFWcdzQ&a-CeNRu3X1osmPFit~{sUc3l0If0z=JrS4*(cns;2vVd zL(p-7`vfj@U!>KzFz**Ciwnz%7Z1oblTlU4K5#Rs#W$Py0{hv?MpaKiSWY6iFhuyF zREkk0lYY2xAj!dnPwPgNhYOdGX}ItkQi?~Qp2~S~;nk!97Y-$BJQN&=o7CXK1*8ra zzCsS*LD)o^ap8Fq!G)H#MwPUmNe7=GX}A{-X=hX!xE)@bMgzp*;Pysk7l)pw(v8YV z!3VGCWaNv3_{|oaNT%V!zY#Akj1V6#yiBTay|YnG=}H4|H+-GcrI6|_rV@lG4{A{DOrXKhh1${LEPa%4E?z{1s%4@rt8F^oiyUYgV#_wT=)gC z9H4S=^+38655mran3%Zmu4|c?xUh)0a5uavhu*?%@G0V%OTmY1B;~kp+7P3v#D&GA z78m+R10H~1lL#Jxcjq#exC=f>)IrV(r(aLwa4-DBP*wu2!`ny(?iy*w?YTtf0b z=l-v5HmXU)AuqrS#EE-H8r3S|!iBR((RH}+IZ}oP;CWJstI~=S`#%=K6J**Bq4Bhu~5blMVlN%9k zg%6UmxEn4Zt#|f0*p#GO7tv=ssK+A%(aw zbt*NLec(-`92aI3ax2A!D;}hxxNt8C;ld^o#)apIEB<#XDh{j3FuV>LN*HfkIEm!r!l#G}_rVo27(zTKoWtbB zz0eclM-_!IJU^Ga5-zNM#;A7U!jDKJF3c)3s?)gedZNBaj`Ag3#{;mQSaD&W`P@Nq z;T^<|yWo?=`33iXk`oM=YX8 zap6>=H}T(@a1P1DeX#0z#y^)r)$>O6#$rx}3%8I$TzG&K<6$^u2^GSHvtHl?xNsF| zz=QB0X~Kn>74#M^9Oh?59Oct9EFc+pfd|=1vM7Y%>`E$u`(TI^$aZ+=%Tx##&R@zH z;=(Stx?t%eg3DYaE zXNca#g{M9I$f9r>CheztaVyLrbMLPM;gqm_u|iE_{Ks;=+Fr{TTbeUX64sZi5{Uv%YaFe1O=* zj~LZUBo`0BxnHpEaUY!2M9<)E*ykwYUqHcel$lT5xG?b;w^dyD{nvCKE^H-rxPF}0 zlMwEJmr0{+Z{{73G~)r-`vk|}Hn_Hh%6-j{!JkPru1>Q47oDVAD9BS@kDp>}O8E8b zPke^|nHgKa?{v>HfzC0O>=S_xo#&Q(oYuf2Bohxqb%CM8bvTIR;C8r%48w!)JCcV- zVDd#ib9g9Nk$Z^~cR_0_V~pG2no9%^!V8yqH^bHMoRFwyS`RPtD5gwYPcW%Z$uc~g zXyW@LO{z+^|G}h|UTIR*cmTd^FsYrm&1h1dH!LOSBrYrR|@ToCuc4~V5xijeg`*rd`a2wfxxcf%9Jfk)uz zToc_)C7`;VnT+djF{#A^aLx_1827=qhnbY2Gd%>4ky2b}9?l%Xg&JAYnScLfMf&Ga zJ6^EEiQ{Nl7g_-K-NA`6_!}VX=j34A1`8*%y(<-kJ4i7ueEmMg9v6nl8r*unNj*<$ z@Br-oFhh*nV3B7A7w*Q1V8v{@(aKIRbv`}OgM;DcB)unJI9$2}s4mol~#gtxz9;=h2|38pSHsTN%L z4r#@OUl6@F7l4JYvQlt291`FHxE(+Qo>bZX~1QY`Bu{RkT+zXcz{hQ<{hrC4#aNz=ygZp5gYVHTP4eD>3)Og$qYe_L) z2XA?Y;lLd*D8XIpOzKHe@1eUyE|W%Fc+&=Ed7qRh-FO-k~K#t+O`+yUni8y=U7_A&_avh zZzK&Djy_M1;=+j}7k9xLl7|aV5Ra3BNXHA*4!6PwNhvPeM9Oes3t5H>J6)u5xUetT ziQC|2asU^8N1AbA{x6I@?t&g-ILQk7h4sIdf=;0ho+0VD`qiZV@Ec1Gcfgq>7xzNF zmD!G4;bKyT3pbDoT)3UA!6R_eC0dP#;JnLJ6u14(vLp>BJrsBhYe9lp9pD8w9G_@b zVcZ3uBBya5JW0;t5jg7#GtUX9La>Ec@CfXXWae`um4jZ=5BI?|BW2kRyO_)>=M>k4 zb3N^N2&S8L3?seGs`zo1P#?2e)z_@@2C{_UvMeen4o7CQ4=#+@I4Lf?bD)`jE6ke~ z{F&6^!rw?eE?ha-teSA4X$TD%#Qk4n1<@%4;VzPk3x6OZabfn2X63|%!^vD+_&KS- z!!T{QSyl4QrowG@vkKzEBcvV=!@Ln@)rdQwcZ8Ymf22@HVLwUZJDi1s{%BSixG*rv ztcKyjTH?foACV$F3~i&$sstC-lDV=EOuK~&;lhq2hzld69*^AOF{|`EvudVbg?8~| zh5-7=MO^qM(Nnk>thkji#shHH7={n`!Su1T4!6P)q!<^bf93*hxh2EWznN7l?uDm` zozMU3?`D-x@^BaQ5(n;syNDByKx>JaC#`TT`1hHd%f|g*#7nAp!3S4(X+0iP zxC_2dl15TFc<<9JIot)?KVw#9gE=W2PpWVibdzda7$h5T;fJIi7w&k5@o%CKqOjyy z);Au2z>9Sq&g%asd1@@yP*j6{*C7u$_-tJ%$Uwd=kW6a5<^LgwaKh@PNwVNDw1>`m4Kg+EIbU? z*KiD82QQP6xc)xR$0hl=7p~aM*yBO?{1$ox4?tB*>t+91*8kKx#)*O(zP5u&bUz2c ze*2hQE|v;h{xL0{!okq^3BC0I2SXL2HMnp9X~u;!53qD`p^x+{q$l8Nl8Xx$9i&2q zeEtt0yNQ<1N_yrgNi?7ruhOZFmt~KyDkyVfv%(2PwiiIpugrGN;AUF>3=U{2hHzQ_rYyM$3rlor$wcU_p+!<#8dD-2WMK;4P@Gf zTo|^J$_`A%KFn&8cNMc5-boy|3qDPpcm#InYf(k=$+#b_y^3Sy_6)N~0JrtGs41ju z3;VzxSr-21W-6L(;otvcQ|pf0KH+v!iihACl9kT;!ZkctoiuWb^$oPB4@l9=bX^X$ zCn0%Lf!j$D?;Rm{hPZLZbxcO$mC*rIMDmFKxIe1Zhd^Z7rB93w3k_&h(vqSld} z7a5LW7PXhGSwpYD@%y6S2qq&* z>P}Dm(V`|37jJA{xWdDaA_^gRhPdS&?`CE@DZ#^|xbSFN!0&>B@FLAg|!N=krhNi;Ub{%HLJpgOtp7jV5jg;_?CoCg!o+WUL zxQBwsXYm(=yC041^ckEw&7$h$4GA_9c{dBgU*oQVy1M&aU4@@zS;Ct2x@y7e;B7p= zGlDzd(OO+y#KZ8_tvb)&V%5Oz`*!O}rx1ca?A28r9)V^1bQPMH@E&k>Ss+)F6zcpxfZrL*OdotH4XK*wP?1)H;1ksY0(lA8;ANwCu`jj zYliwCO4hOx7Yy}RBx@_JL$!^AeLw%*DO%qLgVCb? zHJgauwJ!GZUOf9i%#YwZdHp*AoypT;+Z*t%-k7(~i_)3xi zWxp|X{*GzdIR9}?>z1(4pQvj+jd@#RZF2atb%l3V$y=f?Ior&MF?-9uUz;G8l?HOz3BA`xw>y)cjPHMQlrmNY zr+NJ&&b1Bi{iOd)sx~h1{^9i6JFR1O zbL@ow)z(04TePhkVjgW?iT}ZN+HmU(&Z^D1_CH4I-q>}bBh}>tzg^SXCl|8qUqe;o zKhaL>l`=lMTYRMM^>;|qrt|dMXVSFp#=P3t7}@-9r$xu;<23Es#80mCU(sG0opL<( zYP8;~YyF3Gt;f)+*tY+wxGT0TTJhre8Ha88pF!$h>%TTtyRPlo&CwTnIM&6nHO7t~nn+Iad-tzC){(G2Sh;DZ#Pm1r~E6V?Gn4ajM-JiJS`c0n+ zt#1za&$TSGx~xldE#D1V$_M!G?4;!+-ZNlRStqSaQex`0n_lm#bxue;H_*SWn^v1R zWZ))GcWp*OV(kF`uU2hpqH}=%z8+ft#Qp>P3wvnSCq}N>w5ta@T4!ed@0Cifi(Y9I zXer3_ugc^~eKI#SW@Uh282sIPYH&IH@0F*CJ|3I7K# CIzwXs delta 247075 zcmZ@>2V7Lg^S`%`a!2t%K|qR>L$RY+KrEcx=^>!ldy6HOm>2~+f+C6M^K2V^rf4+A z#HcYUCTL;|iV^HBvBboZnD`V6YGR0q^8e0z2V(O3^AUD-W_EYB&Cbs5TXPR}%B|?Q zT#20db@?Ej^QT-FrSoJSI$e7&ovxFpV*knK9zsJyxUWv3 zh(RzNa?;H%xW{S>+{Yz^<+kR{UBcP$);z_RNR;NFkr#`5O+CB7e2dg;;}-gDHz zb>Af~Sunc?rM;3X>THfQQ*5QbcLy(>a&4hAZgXUeRMzE*x=Q~$iC((=qD;3+{~rM5 zcGPc2Wiwk?{N{gAVE4j# zQ9v*|6V87M2zK2a?x9=GGh73i9L@s*i`mN5f*%7%vhdRhp1OraS@mtwG35~2W_f!4 zUE{)k(7`Fv38i-^9~yk9-jWax-43CwY200#eL^5wD%_TTB-2~T4B_oVx_ZYI+3bSN zZr0nR1I0W$B%XDP=Y=8TSWYmnAG(fR4dLG)sJzWbgf(Hc>+vOFZ?hReykY$)|6Of7 zbrz{BlGe3Jo+$^eF{RSNN7SF+J_Ho|a1d&xI$WBXo80a0@cYCfeQR@g%~$z`SkV2F zTMviJCWx!+?(o{2BAr((mV$cWwFJR~H;M@L?H@qRd?=>)cZzs zQNBpweo=GSnVx(_)LhoC7dM)6*u?I9x#<(OtQ${^&Sar(d}nls$>`>-Gw*kWJmW0( ztcz*(u}NtT*9pIPp}g}pM|zUdu{(bd-K^WZ2-Me}eeJNdLQq+0h)lLZ2)ngB?kvd! z39cy%x~g(rQ+jDMg=CWYm8-!E8^RF-9v&Ow$U<&{4$Cl+1uh;T_o7V@Xy5!*VM**ITrYuKi4PZw{U z^u*cFA3Uk7L_;4FsiA%T@u}G@OFQtQh8={F{At5yzOQ#NpvI?^PmCDPHc8U+*WL;+ z*tJ+{AQuAt*egcfrBT1=&)bW{a!Q$dxw3LO#5FN=tliBfom6I3sO5bi@O_O!*|}Q$ za-+zc0ar0S8@KaB)x1X&d_{w25PVjHzasds245xkOAQXb26(#$cO&=%4VDOAt-%)v zKH65zzl`8{8orX?sqJ!9LY?b~jME662_CG$qY3Vz!EX}WMT0jI+*X6XA=p`gUkDD< z@C|QS3Bhg}{xyQ1X!wGka}a5+MGA@Vvj+c7@Ocdmz<8^wK^(#RHT(>McWLlf z1b?K#R|$ScgT)(wmuhe~f){A8MDTRLIcWA0icHi9j|d*F!3}=}?5x2gg1c(?&j@a> z!DR$HD^UM8z>ylh55fJROpyN!f;}{R0m08S{GWhxl!sa*@g@krITH|EPlGwZCpGv2 z!3Q!&$Pw-E1YAt^wc!h>62@0ni zbf`c^pEWzFyT(=ys zSre{txmPcp@`o0Al?aVgICQ}~Ub=7m(YcbRvf3BQ$Km}x$TsP;QbHVg#V)qWQ(4!6 zU#8-RnqslugpatjIgWR2o*pumuy%`SWQoNzo-De<7Sk&N)KTAZFaBBcx;dRy25WAK zbrF#*i?Wx1+ET+Vx7f4S0QDYFkdd_bdZ0D~wGF5!4Yi}hy2qJzAF!bswy4Bf>ck$0 zcmXOl{WOwaMDicO=mS&^vb+YI0^A+o3|iuHpelg+2PiiUr7N-Oo%wkITY;uTTAvbY zpc5Mc>}?GjUSf@LVw(c{qlS$w!Ahysu>-J23CoLH_*(a9^o$bgKqq}D=pSj=ktNpg zPV6hdzNKNOlvrmvv2%faR1%3qJtO7b`3ug3fJHh^GH*T_2% zv)I4hL&2i2_i40_$YNz|^ZFqg&ozxl(Rl7?JYL|r8XF{5-1Fjp#|9-T7>71{z7I-4 ze$*hyF9ZR~`cb2WYcy&W(3)zrQl#(MGDzHqa8k>V!Jlfp85%D&26%^Ryc;yyNR38K z0@^DYZLLO|f>=pDwF~|cd9FrYitMkq3=wngd97>}B+fxJq*YMj3@z0TFi|T|fL73w zOwwpY8m&~L9oJ|hkbVmCNkzB>`E=HJ%QfB#jrSjoH%_C`o&ja(DOmKi7Xq|QL!`fk ze1Z}FgM8dI-dK${UgPbc@jik!Kno{nG@C|C(`fhadhv|7AQ3$L6@)htE{Y4uxu~Vd z1y@P_BK*ZaDt?KU?0`mIu9DY0C%>nWw`=6}DtYsB@-~h9u14OWlJ`6(@6*VO?s|11 zfs0gnDgI)YM};5P=vi9w(<=EQ{-U{v{G&!5jw+059U}Hbn2RtT;rp$F#2AEMwGQeO zs3i}_Ua}-V27jH&n*v133K}^UF|>L-1&hA!pwaH$@#3}Hbh7TN4+DFsDc&Y!LT5Ra zmV>NXf#(&Wg{U*{A%xA**EEt$rhCm{FgiNAb1$9M@v^_MzD_bKK^}Zno0hC=eO}ro zxzCvi>R!Unmj9S6>XXWHY5^vF=!_4S0|9X;|4AKtc+`zA^;vN2!UHgMt_*u0K2*0(^i{K~BOxU-I) zvC0FHwn7y)?8!o4drPI2{%?5GJ}}FN48XHrlhIgFCZ?ttEYUB@vKomGyBdb@b?s(*^@Slp``Zj? zWM%A+KqN?$tiB;W)zWZHUIUx4AvH7WRB6m5E4g{Nkedao2i6roXMk^~7A> zuYH3$EuR_4p2qf@Hh->41oBwgeqxhD$GvpM`bo%Q@@x2o8Rvf&c3*x`iqU#L&5@py z=CHn&f^ImL&Z811dY%FiyM(KXn-^b`*ou7+$&V*?2-|%OXssX6z#k!oohY(6p>&Tl z=;V{jJ%f1X4gq5Se++z3hgIz4QC{BRgn0jnfgcE{C!R%kC7_<`=T9IdZFHNj0fgn* zX0s1_&6ap2E0=~s9*`K3FJqGBU(QNFN%P6fd?k!`>D0PuTa8)|RLOb)!zU69y@(+s z%#$jgev0b8Oz}o(A9Pw2;4za%WAnpVuF9VVvU1YzSNczO<>t-}YW;!jfz8oRt$I)@ z&+42Z-mEb2(#|GU??$|UCGIGb_aQ55(SS=^-&yg^bk_ag*< z7r_T7C5iz^y(Z~Zk2hSg_epbf+g$h_YCu%AeCryI@v z@#==of+A5D{HC8)+NqIMq)ZXtp)_>HRehhnUI}pJZ+2=OBpU4q5W|1j_;UB(zInn57iMA9U0X=maLwxR4VDD)>?1An&mX;z`I<*+=5q-9zcU|+gp|1z zAu@MuNUZYf4o^R^7El|kgT!4AwY*n7d?D|d57oSf5cYrPorHvxcQiue9pO%_w=O@c ztVBPj8LiK##~t1~endUW{4q$ia?d_6@SnQIhkyLkQym;HZx%8~qsLEOq8{&SO0qdp zGn7HeyiK>rF=L%ft-#bg@7gm=6zO!Oe}AA!qayoMWN(u$D5(LSa0J<;DkHZTv;j_< z5v8{(dXYBCNqgkSzv|Y<*G(;b)oDF>mrg0Kb>a1GEq#w)R7YVIwpkZG%GQgan~P})M&+z3 z3R#~@-@gq!H7%As@a5TQX>6k}KbF=~+)-xW@Q4`uey4ISCr%eAop;k?*#;kQrVBnQ z6rpZ~~%dNww_jfUT&x{K`AJ>-t+Hy*wJXfJY8eKg~hl5qZV z&t|Fm3bdv@yXdg>qEMZHH07gU=nA{_bhXc@NYRG^CBeUQL8FywKBLnrt}KLK?U~Fv zMR8L`a@g3*D9N6_-t=^l^-Bz^M!DG+b(!8O=ZR>ZpHZLf`GJ3w5hf}(4ZI|yt8e8A zs_Ck7)Re}?lms5ut0`kWd0MYdeIBX}27S@!FIvint+{mwl}nLE1fo`hw3K>uIHf!v z?@6I8A<($+9B|-hr*T}PRxAYBCgoq_JNg8A_2fnxG|QEx&<8^A*BUJOTMzHWutPZl)i0v`+i;6P%EF;&&D3_ zhH+6b=LmBcn65~sS5e;*YPZJZqhbmP^MQs5 zS23RxX1Rt*QZWUDna6nf@Z?c;f?IZd#1@}fGzJ%xb&B@m=f;SJAV$l)`{b9jfnJrETDkOV_6T7g$J^L z+3}0OkBx}T`GzPk4U?45t03f;G!B0(NsBT~U6r*}c!d*`5b8CcmM*KEBQ-Yetdjc! ztsNJk*QrcBwvU9LIj^80Ha!nLk@yR2H`5)a+ zebg_5&gj0t77)tk>PP(Q$S83!l)dYy@V29eq2kojTgCvOo?b-&^>iiy)YE+cU+nhJ>*)MGpC;tMqI=Z3dwIL9P2Io8iNaO=F z6iMVY1dzznss?8(@RV3DLhoP>P?_l$mD)EjM@9#Who0#9*3m7*v){q)9Nk8L`vB^( zs=|ZU8`CTfbK{ZGH`5gU$mkQg{%6Q3W!nG`pzJMQQ9~S8im(d>S2rJHbJy7BeD;`- zy8FROY?yiewViAW8uD#pLcK&pRRNCvY~bIIX)TWa>v?VK0H)eTpEK~qV|RNkAhU<0 z?FY5peOycN!JovODsDtbjGv#u_G8>TUg2Ll87rY6*T0+~^2fv&%_F+k6MF$B=Fz7O zJZ=03k@J2hMVuA-l@A)kB4Nb)7wn<*-Zy5W^56X7!F?w9wO@bUT3Q6~Z!7P1`nq8O)o+pny&gjqCR&+jk;=gEDwSn$3O=(TfT4#fZp#vDCt7S3s|5gPFuNLH76`Pum|056n<)oIQ-Ue2A4;y?m8`>sw zlEps86!XYp^l_d3Ek>Zl=xb5OZX4d9md+S+#TWx0kpD}R%oVL{jH$5CRTB_jHN6Yy z)Db_|=V`A*<~-Z2^^M|BC6RIJrgg!uP6F}%6-rWAlWd7y12erW2_s{tMpYSa z%{0Q9H+BzBV2d!E_bA6MVf`XgR~lC2G#MdRM~rr5`2#%^+f1(<4|7S^82I1#-B)~? z*C*1%7f7^6C^Jzen$3v}o?^%;7FbG6CP#%1KL(?(Er_s%|JL@J#YFFVA392oIO5?K z-V7}8sbsm4u{WG7^2!3Ou2iM_A^iQx{_Z~lrJM`lUrlbGGvj{MKr2CU4wc#a=PWRM zU5>6zL)Yg0Eo9fz`gSttYTwQzj(3Tpv9o7Q)jeygV)})cri1A#b$~JHD&%Rb7NO0H zdLcaX)%H32RWm9JgPmmfZWjsc-G~yqPzmYiguDu&YJBYmU7f_=WP;;o)LkkmYuNE$ z!)s|3mzvK$aP1)uslsX>XEEF7rQLc5U9PrKw8M2WxRrsy&cTqc4F+9}8QdXQZLMo} zYqr)FZ6c(S91T#yzgufD=xS?SpGI{dj{mmS*ea$p%I5057h9{FT7=eGdG)yGl=c%E zz97Sc&(+piNhM51;@jhLF5oxS#4F>J18TS{yZ_dNLa zDfJs)-tm0+6a+aNC_vi-eN%%b2k}3rw9iSrqcsriMjieWR0i*lrXs`ncTsLH(p%R2 zyR(9E2?&G11_n)UwI`lo!~@y>t+XPl*)|eeTd-9rEvs|~`RJUIs22(@2J$anZ=W-_ ztfnYiK2zK2=Icm*@D7Sem9mraD`(Zy1d%{ioj3D{VFNKVo?oessp#r~J+6xB7BS5Q z(>LnC7R}N>5Tct}gw|K}1Nm!H+vgPDt|`NV?WzpTDYZe9VOUcBCk^?*B_rc+0=YI!KThGi*!vYwj`FBja|Mq+q9DWgpt~ zEd1I7&SFSC*{0fRN^f|-j4fP8LyJy-{gK(|n@`6tW#dwy^=gzPX?er0`yHFd(7Z|^ zGcd1`W!6CzJMTml7vIF?r0A@eC}SYDSN439HnbZ-;3{dOkp~VydaUGAvJ$!!->liC zCqB`-^i^bKxP|8ID`na8p6RnA&3j=N(u%tUEOal(`@m!{-B3JuSyoW9+$wBCO8TYZ zq1&$ur&ZW2{fR_l)qJ(q8s^7aPEY8CUpHwGI}3)B%XKrzRTY1)j#{u8o(~vTf!dtzqcV7Jdj+ZAL~0Z~ z%$E0e&4Od82(kb=6VppKJ^17qLCxH%u$u@QkECB!6-?_w*~iZdzFeCZ%t)~2{#vu( z)hdH`*(9Vs{2K}$0!?RwrqgF*?Qu5t>tNE9-5lau_nQZAIWxGnr5b&O(60kMe5SSW z{2FEcc7`;^2&9#Dsf&So_z3FVGYGW{Z=B2d5z6`DMa-TR&$mT=MZq3zam0_`1}ZdWLBM8<7=Ql)X<)@0~*)f^qhORkF$bDv=SeG_?*_oho{X>n0WJN zwSqOx==W4E@AL@}D&_{N*bDBs=lUWWWL00>7!L+_Fqp9#|Hq#0U&W^8bL|%oet&iV zdl<;|bHZx1ts&%KBX2z?YCs#9F=m(x(pc!Cjsup^sTMVYPCAxF9!ad|K zr#SaWuiBh@Bs;c7s*Pp>2Hvjp{2Q45$CU#=>-qLMjr8ARYAdI&d5|yAXV*T}UJ8P} zgeksT;vRE@y*>s9j5m44kUn|n;R$|_{zZV z&2{+s9?_(BM7LW^MQ2|#*5@ro*X!KV43TJSSC^!vtz9-@Xlpl=0NQ&!BKc`IdIbPB zVVd{sl=9{^Jy)_D8IEm+*sHJLGN0EMollk?;kqCRvs~a}JP8&jUN8<1=yBztr ze&DP{$PubV9lm;Alvr@}c}*@XLQSF=FjW8*f?2pzw|~-!>zP74|45;dGg3Oyu|2NWE^~PT#9ktr8KDsZMutizy5*md?PTn zCeLZ&p+-MR40be*G}kl|YZRP21F37j_*&2ZdLzXB6w!PCz(d{)YuIIjURTCi6&b%M zf_tbIQkN2S$oCi?bZGoD#k_yuquy*2ahTvUYG*=E7${3|XLVog`9;qQ-y9Y9-P_c( z8Mqd4N*PZsG|6I`VoU56m>H8WFm`$r?eeI1I#i^YKudibMvd~(S*~B4Vx2Tb zoe9=)d2>w@)u})nci%&w*MojY%ciM7HLsove}JZ#&N}Bpta1suXZ7NqqC4rJ#r3^T ztfmI&7p}~$^x$=*NFVuQwFbSREq5r5!9@qc>7Qz@T+LrxD^`u7Ib)Syp=%aP^~6$y z#96lO1@x8gX+8fyXTt1YaI~F zfS|rF`INlH6*V+P_B$Y#pW^$MB(trBTy#WO){Ih{$wJLEyINz^1EZ=jX2AmljgkAj zm7*w*-k6B03P@7ip%KSBnzOove2pU{7WxD?3A|@Dg5=Iy1W&15*PrvCh5ph?Z4ia4 zmut5ExMFKita9?7&A-!H=C=m>Vl3+&=oPdxZ{ z%bNNsFQDfE>$^O`cjXJ%*1)b<9vaji1q;Y($_vzIe-Sm>xBm;+QeaD#H*3149j$H) zX-S3E*3@K%>+i$udaX4{&*8X1?ZnrRAbiCD&p$5d)nV7{W1L&B3KhK(E?HHtR{2Lx z6_liGx}@hvS2Xv`bh2*yNM$uFQCXz)f$E`3t=FEXFd;?i%I2PrE^3)Kai;KmF~z-2 z)n#nFsOQI5z9#OxfR&8bV|{n>!90w)e8y+Z{Q&YOcT2AG9`*1=3y-Yp`DcC zQcR;@sEDI*0N_~GhBnhieW~&>Xc+D|Zyt6*uamFu_Y4wqKUD8ggpdAEoyBY8RsPGF zzBKh}fsMkhU_x6M8fZ*a6*Q<(O!XvX|9L&%`IcYk2q+ijgX8KXNt9|1kWb-%{rRm} zm%-<&iq77s6+Lp}|0voMY*chIn5Y|~5K=d|smyAbUwyCVyH|A+Uq?tcmEQUQ`Or-z zamEJ*9>01yv+UD#?!<*VaY&o(M8#IK`6v@U zH54>>TVRG&*i50zmcGJc-}M(87VEj~-Oh$K8n(HL?ObwDbwILtopEo@M&=0?j=j`t z(Q8D30_S2PCF`rk&N~P6{QLJJ4c|^wv)DgzG2_2RqphIezd1BU4%W2| z+h%B7DgT@6=OR_84iJj6jMA7xCaNv-d6Axfxwe_%du(J-kCPL4Iiz@5OVTMtaxo#v zW{tRkg8xd=2L=or@N`+~+9m`4Y<*p^1Yzm= zc#mzeI!a+aYDcC^Wdo1c5G+nX7`ruC>@6D#hHXd?avswNEwL7n#=%99(iBHO^baQ8 zPa5I0lW-9P^cC)Z9nuKboCE~~^cxQEw}JpOE;|YL#>-Raqb`Sk$(ZN$a(M4W3>&OH zRr{ksUv;DQo0XdGu-a0j@5xcq729eo_&W$5j2xlvAW**|C0&a^h<>M)BrSr1`(0Dw zFx!T149n^ALSd~Dt19T?moz_5qNvUo@)e4L$p-)u_V7_IYmq=i!j+R+BnFXKX-aGM_qwoHp@f-S(z_Wm%+Fc)Wwbku**d4ByC z&aXeLCw4)I9ieDKD1A66{NhWr4O8foF6pF=_6jwI^duO?E}NQ(i3nRG^h7vj)8w45 z)+29wRuRtR(0TpQR_MHsG~{U@(Q*CJX6U#T8uA*D=(PS25uG*{NOan(=(Ne`vcSjCKpxxMj=Zb{}vUC}($XQz~=zydD9zQRYTuSHHH z60X$NBG(X!Rb1EOaPFf}gX_u{nnqcnHjUxf3Jtx7KIsy-11o$y-C!N5&ZJHwdG5!- z;+Ze>eBH+pjZdtrp)iZI2x<(4S)fHwQ>eg?)*1M%k2^IUTa$fYP4?89?47{gYxA4z z#&G__=8*1(hofktwN#n>xjJNr+Z-a#yke5MRj+68Z8~zMTfjMwd zoBut)VBS*K(gqCJMp;Z1i(qEcl!AKLql5uXGn-eoINx_&YT#S8g#>*hdpf`BwMee^cq25<5u4;aBc5N~ zHqti~2y@4A`d($dhwB;wh%fNEdO+tAda>h3cNn+EV!=di%aV2 zGVQX+z$fjP!X9koKkbMWJFhZupPe)7+;{^Gpnl|%fxon?vv2V%3?aHWLbZ%hyxjP%U7f_C+`u30$~5@*RmXO%zI;kSp!neyJ(mhL z3EOzf-63`BFGLxbTZNxdlXw@+Ak%4k!RXyNj2%47Z+wv=)?bExDQx0n$a8hTqRJwNVesXS#X@xVR?Y@#g#X#IVh0`EPrgwr?fDU#;G)FfQDst|a?R)G_d+ zz1f1)@MYt|Y~an0i;bCs@oo35=IRJI8pG4})*JZFsp_szL{3Vr?`n4aag<%@Uk?Oy zeRQS29#C1RO>#9p#aFRA1vrW0&ZbDmsBOb5{Tp5PMn#TQ`Y&3{_wVhLvu3JVF%&wE zAnE{&Jr)C)M%$Nkkr^Lng})B@lnW=TC7HPxlBAxiDTzUqWB>@-AhZHfi~8LT05iYR z|29Fm4Nx^Oj~C4OGF$XK)CMVXCaN)lfx2aP+t*WFeRFYBIHBFs61tSjO zI@9M^EiD#DvvVeEFT-sGM zzK&a8r5!~hR*CQN-;z&c7GhOpB; z`IWQX{ar@Y=o78z2b_02r-<@MJ&*bBB^KGEV99rr87t_`U%y%>XI*b?JGUAk?6x#? z5S*|>A0Kef>e2|G3QF-4j2Eh8V8 zWMT}mFBASzk0x%uGP;!G!v@GJi^Q!7fQtOL-l;X#cY;e*9vX-@z2LS}|Oz)M_!bZ0tzk&o0KZ=^2z$5-MDm_i|229 z@`xY9*`##J_oe>ndfj7-DZ@Rp1I@FVjq}SbwQ+VMa5l~o(|VHJ4Ik6l9L|Wj2u&1* zCc1O!UrnUy*pK${JwHZTW@~w+{wJ@sTWjQX@f&Az=lwgcO8=yNJnW}q>|B3d_S1Zp zWGQ&{iXbpNpg>(8(_L$waD-~>#J|w>y>9-u>(~CK*6vjV)m=YQDaI#*Gzdm2!q-k& zww?c1yC9{2*~_lC z;V15NU>ngODUj~AWh}7+FTP*GB3tn#;=~Sx>r9E&`1x>P~g?BSUVfiA%^l&AzWx&B60z5V7lsg5k z#P{@8ExzT+0@u|iPa$*#H zRX*LE7`Qo|Ik$0QN~{!Rk~K4=YJ0&CK5gONA8y`}(}v3_D~0etGT2Eo#w+cC zSC1|!;^48*B0aVwsOd9?6wB|8W-VEQK|VE_h58V>+EPN^eCV@u_9&ijeHP{0ydT{? zt$IXA$r;11J~Qe6YNn3-VxCwTB(8bMoe!v-B1R)TS~)~48RhcK8riE2m_ehYdDI}fyy_5?+-+$ls1@$3CHCSKm5aA%LG zyFPjNY+*oXH(Vf>J?Tk8$i$*T9=L)8% zXXNzDE513{_qNj&cOU;JMtS{wVX^;Ic#>4_c;Yi^4)~2mey*20FAy38bsI-Rjf}*- zHVi>CtV8lE<(`q}Ef7r1W1;-v0wF0P@C-UIHOY(zECd~Opp;BD_#)~;ctldV7rN#N zL4tVifvX&`P%w!l0Bj3|sKAy5db+gRTtGPz&I{0uzDh`eUd~%63}BI`2C@RSfd^Cgxf+x`Mo!VIG^+cw1DxgBDF!3 z`p4y~Zwhn#x_nkOn66Um)lyo1rk7t`By_P{weY`isRrg$JdJ=@T!*(bfxgmS9Yd=&NtUA) z3(X>qFLU-0RHDy{XO&ed@v*kUIPs(W`eMP41;op5E*2UFyxNua3D`H`P#yl!a(G{N zD3{vF-x4v_NzAB8e7Bt}N?2O&9zi(6@lzUpjO;%}R08WSc+)wRYOX3)-re-&i78#WP#< z^2sGauGj-WFNe^Y%{VN-=@5?QNEfxdiX~mO@^{vB3X!UEGcMeY0jq?3qSxK}5Ks!H zIThlq7=TK#=lI|^5Lk7+@KzpeRUmX_?T2eP1j$S}w$k?-pa-n91t1ppR=z-JZqT)RoU_ zQ+L}(dil|E;a#y7fE6nQn}6{pwFDn3fqWl6%Fa!C`Q8d4jU7B7cUUR3WA+1b)=HtT z-?x6!?{ym{YaLA|M6CU^viK+Q$Ya9duIjx-RlkGz>{hwyW}!aYFhWk>EX0S+ z*a}6|Gf7oJQ10DoD)+6X!i}4SIs&WPMBej>FeKRSP*u7SD%~3Q7|W|utH18h%gwh4 zLxZP&Lb=7*4qSJ$iK>&{yeA2zD|`3Io3;qeI~`e~)*>FYAUu?e`aFzN&2LqyasPV_ zSh_?n`)(ELidg^}ZxwE`vXA9D+k{bKjHH)mY!f2=M}Pbub-&{adHXh~`_jdlx_`P& zF!`qrsBRkzgrG50`jIwh{r*GJMkifm_#cBdx{W$$AKLZur=JQETewPYzg_6fVpqva zw+pZPuU(|}V+>998?=Nh0YdhwZ3vNLKNFgZofhfkQJ)Fj*@HUrr=JO7tmTLDiO+=O zkUKbiv`8cL7W)vrRVvmNumJc|l~x6E(;Y%PdE+jj4s**b+_Ou-ezSjeVfk)h8Drjo zh4TxAuFT`^5Da5L0nV++`?% zj{S*^K2b_>0^UPs(4MXMA&~xF$ZQ-`&tr;(?$6SAqle8Xy!4gOg|VI83Pbk`w*@x& zwL(LYP)}eJrW8gW5LOGdBT6bO%W$4;Af;_oYR}NiCk_ftSu!vD`=Agdi2Jkja>OC% z!5b?I2Okm+G4|?2IlM%;Aue)fh3=)oJ(t?a5h3g2FqGR$ToRkA)r~UiE{i!p`~xspMnk#AK>GD>{5~xzds9SUle*WHf>Jf zu^+Imv5vC}g`b46uB?BAJpO0lI2%7(Zu^Vy8_S(l7|&ZdSufFP zv1_*o%+|fmaS6ASHlfK--MUF2EJy{-D-$_H0DLf z5$_B2W#dgDkomtRH@XQ8I5k90y9v#7>{WT%O<_^Mb$I$z^VN~OqgwMF?y=^1iT4Wa;bW2M>iv)@Z%# z|41;iwm%jQe1y11_l{ae_g`1I@DE|15MGg}A^vHvhM{*5;^Q*dJKC#Fvd;;jiH{jr z8lOcpKD{3$$nX9sgtEDbgp)a6Gs=W;xrGPY88$SP zk`BjRjGh@5`v`>nGpdrVA1pufV6Eg_Pd0^hXf8kWWYa<#cK`ph$K*kU^S#(WH=&RG zLv2>x;-v;JY_s|}qt1Pg#Tj+(d)hRR|Ej~HBWnQ-5#yh4d;W>8x$U_ZEhqW0Wo+$4 z`HUZ1!djT+5&mqRM>~9c2-V`BJWsyq&-(Q(kJ9o$Ms>|Ck z1&rZeQY|!mF0IXPxEcby@F_EuC>lO{WSL+%Hv)|9-f4kY);0%6rJq>auYx zrn5XQfQ1QrsRPa^&E*;MRF<+Dw|%Gj|8x9jrUxTedV`#hsR)YUXPX6 z2C``OWvqNCkVOSpBh(eqMOC5Na#&l5jgX%OvZ1V1M|o%v>&#Y!%WH#JFv|>=zYJpa z!Ul%ZA{h02nX}?aCFf?QL%94fh>dO3W?W?@z9FOUmK)Emti(q|Y4CW*)1Rbj7jV3C zZ;YHB8KEqj1^5@93T4{__MoktU7vl%lG@76!`Y`SsJ8r5IBUWF znJU+cV7uyu<5QNYji7;tUc;Z^*DS^s(d)zI^AYSP7L+J|9?7<|3GEBVMzKZ$9Jumw z6PkW)OZkk6Mbz2y7;8?={kFkhc8z8+taD4bMKtSo%goM|CHZNnBOm*Ju>+&nN2oF~Awl$f^#?Qv~4bCbJpxVs|x zw$HE&;>iLQI5i4UDyN`b8?dhE`0hlqwiELQc;?87B?}>2d?>&mJxtN=>5k% z5BZ*jb-@#u9&((OjTZX@c-zWG;yFhT`5!BrE57x}U7pjGMbT zO8%~%T5_#h_uMhFhvF&5yh9lyd0eu2(S2epi35Hepnqn@i+)=)jshk{B?(b z!4`ejT^nqN@3_A(*uFqq8*E9bY>FJ~$ubIeq_WCd;U}(8ITxYuvPM9m)>ZG1d*8(M ze4K5Lf5U?w;`d8l1)Z+MH-ozo1>(BSB?a#LZ7rQ~^}5c)SOIr7_J9E0iR(Ha0ivfF zkEzy}eyZGH2t}hO(rHv>)8bi&5pV@92!G z9(z}%`48^0c^K;%_~Rv&P2Cf@Dkl*`;qZ1B1`cP50-JwI?l*!p@mcaWdtSzUQIMC9 zVDT;dE>dELM0YlnHy^pE5xUT!%+?|}AzF^d`RI67x!^AUIf6Ac@1UI+jBz*RvkPk3 z()w!5S{36^zt*EeS6g0=UY8jGk1BS6s@rQ0vQdvwhH8nc9Qx_b=twQ=PR^*)q1(b4 zP1300&Zz3MaZ`MqQK#X-oKe-!T9W`EI98j4;#gXictXejbagXjjR7-{G~mF&t?=`CVu%qFXz9++KIUUdS(kDek(>k zdvP5p|IS^0Fq1W`*Wdwtm61%YMp2!USgpw_epRQ<>^v|I9nBggH{@hOdMZ7?Q#-ci zsIp0i((Flr_6(nXefkeD_cix3_csr)IX2IHin~4Y@8E%doEcaZIeH9>$Vro~OTF~@ zXS3YlX2sVts=a&GmUqBM+0%^6Ijma!F7GM$Q=K3l3HnX#K?yo&2~z2>M@tZ^)K?{eHq~4&DJUWq zF5prcKX3tOyez2s#aHJy@VNj(odP`1FGJaPR})}hb%OEF6TI@D1S6H1&IIGD6U;<{ z^r>A*;<;*qupFw~6s0w>qOoQ=WfjRua8{W-PLpvaS?nY}{>0OtBzoY8?i}Iv%24WS zgkvZi2jX~K8=Z)-uNkwIo@*LtRUHmvOco5JS4>Ixn`!ERzjIAF@nrs3Osy%vLSRln zM;YH3fnjKkI~#W-1)c1JVSrK1T*eviUw)KgY<$TWQ;ZM!Twny?xs;j4m}7{g`MMwq z&!$GS`05e0=2j8C5KCWJMe`xrBG7Wwlzv29LOm3o=5T@24Y{Tz;-a7m*(A6lu}%SL zlall)_9W~gvi$Uo3apuZLYf()E1p!|WE0?Hluih%M4juHG)#7n5PALJf% z7J$Xqg~~4i@id}oB=Vpmh@DZ1NLqu2ENajoaTRUQ4@SSs#=*tv0DFih1zea0T8#t! zn7I-w+kwE8yn}ixx;@aiU@JZRNu6gl#$1wHk7vn&He=&sc%Nk!iR?YSM765?7sPnU z8|DjjbIv@p8V8?6)qMM!G7tR*pR@ z1Q_ju0;%X;;TF5uWPe@mFahWMs)``=DpD+aF^cda#rrrkk;>ux-eGeL#QR~xP6IBY z4Ox{^Nx^^VVINkSmiQ=ha+)K#BE1RrlocZWgPwWA)YBikLseUjq)OY{wk8K{XDV=b zf=3ZPQ{}zXy={8GNy~U9sSnR9l zO>j%%dE*@AM|mQVvw&;f8~0i515D1PB0Q z*DB$^XTelAOBEDiKZ@CoC!>rDv5e|$duWp5r#{k5SHA!)_Q31bk9E4^^sZEU{0};P zpMnt&K84aIKp`_Q7$1e?!k#+z4cTKfbD(r)Dt>9tDwjLuQGH~um|{~MmZvHYboW#0 zkNWtSAf?F(`9T&7Z3$JXj-F(POK0^_Qhc><{_~-98kypvdMP&c%dvc}ApxvdG}_3W zr?a4(<;pUAwd^bjpHM7^QkjAhE%ttEEcSfrgS5o^#)Y`}2pe^l-uMM>$D5^cixp6}I z>!d0vuE^xw$3VtpQ)}XA-QVF-yYg^KUWpefLNzqzr=ypke=+!SvUWJzt*V%_i&XOp zjiuUzb&ev6(MkUs)d^+OA0(VQV$0l}3C)RrPK*BU&^wAMVd%M69tOiyynB#Ul;YTJ zQmsv?7G>_Id~swP>QsW43dpqSs$Pds+g@#Vi=@shE8RnkM+?MVt}*meqVEi~-`#coM#jl;df{$5jCkPQ$NPDeW{ex=^7nZNoWkzW%0 z^JEP)&#A;kkI|WlrZnkZVrF8DF|R)|O*!zZIBq%V&Lr3au%N3f2%F?`hQ@6yKKDF> zc2|#eEob1t0;`mk*xF9FJ4rR!BnI8G+$MDan{^FBFj?2z(>LQ4bNqq?wwYLUmzZ)P zztRG>B3{eP--`%UY7s(sYVw}A?15KGXY6vinstm!qq9aX)s)*SDU&QrE7xyiZHlQk zCx@X@IJ%X9!`AEg>mF5i3v<%TmBko^aBY`Y`ZxU!Tdzu7$e~>qp_Ki>wDa-;UfX#+ zIcLECgBH^jCTM0aJQ0HatNwq`8h}Pa?_0gvk_+}@d3mw%tA>QR5;IQimFBR)lB|gb zrup2u2E$j=(+?wX1WYejV-%iLl!rR!rAC`5oBj2{^4Qmyf6o7BK#$)5>sdjIVfz0G z2`Y_^rfhz}ex_?(@Vh)#&FAm?Qgg#{Ci5prIgBXT&SVB+s`@3RIlNX>8P8j{s6UO# zc+NTVFS(?zwO1AfOkLDsWZR_7|~nW@%ufSyb) zTcv8`B>hhd`g7Dsv!J&EGE1RkLR(*^@BXATcfCD*64k;+R&W}u;0{47C_$@ItDiNC z4xhwfkXBjI?)W79Wth;oeY#67?QC|JGn6b4 zu2Q&_ysU{-XD4rbVufZs&n4?w z<+T!TtkPO7TQ!_Za3MuCW@;GDV+WH_3f)(o)j(vWTJCdAFr1$ko1vV!rWFgD*;(xP z=e)3)pYx7X98O-C%TC^z;8o4#xnwRAZ(t637_SqNpi`6-N`dx))vOBYw3-(T(gakk zX6u{yPbEsM8)?xjv2LYcoZb4_BI{1O^<68T2ew&MOJbOWVKVkjr~OOnKq`H~4oF8o z`lRGgZ{j^^fsEm^WDK7%#vFXq1=g?t1IzldG3F@6z<_A_Bx<~H^ge7_bbR9J%&HNf z5@7C`kZj;k!6ilf3+a4d!jhQ@NHt?s8?zLsGe*C&#=!^G@?#&u#uU_Ud1xHiT5qmA zh)D(W62rx~pg(G8j5&@p$2Dskrux8ANPG7Y%*^|EA4WAZo2~vzGc!L3QD5Wuo~mIS zbU=NSqx7M1=!1vG!H|*<-;1KPwI)K*DnVrapL6ddMEm{!e$W5; zdmfpyzGu1Tyzl3{=RN2A0!QxzDZ!!$1qkO+K#_cgVD6r?rFFsFOWg+p_L<7VJ~giZhkZ{0xo63!FMb}JOvZc=EdPP|)cb(> zVhbIZuL&@p0{M1$tDM?#s13~L2h8^b0;$(-E|B6MK(0KnZPLn!4{hgLqN%ewScDQp zGNV*t0M-kI@HR%Am7iwefX~0d)OmU-VHDt=t2y4<=%Nk>S{!gMN``x2-h2sa;DewH z@cE{3o*sIWgMjXXx$aa8P8KDD4lqkS7^o@cr8@H%GAVGc_a?wzDb>o~Akj$`ILy;2 zFi$7_^bY664^}|l&>RKiH3F);CAZJTq+q-!jnQ9b|Mx&%!r*w2;0P~aylp|6GkY=) z>y&jU8+Cx*UIubg=kW>x#^H-9Anv7HZFSbCm`(Ea!Tct1c_`UtPL;tMZ@P@$au3Vs z%^^1vAM!z#I;wP<@UhX*BuyQU*LD&lT)N7KQJON2>NSNH*pUhR>1Gd`4-G zg5yv|Ra+9ufJ8GZVf>e)FDX8azXXy6r$Kt9m!2j_^<&eg)UV@|>JpnVrG9mLYEmgu zi#6-(L)t8sGp6Zc7Ka`}wlSfl_AG!DhPGyQ_y!V~chv}Z(i9t?3* zzr9&Fs^h*j@n{r3yOzdkVUV6O@07f=(=tF0GPV#BrrP}ZB#zwKpXmZXv0g<)oK5aXyZ6KNkJP2cy~c`Kwrl@9C#y* zE9|sp%WgTQ408m6m(7M)=i8R=e?LA0|HfS!a+zFIltB=_=H@g@Q3%H}CQBsNp=Ij4 z4~S}ck!gHXaAdN|LDiSrAQ>TYy>LR=VT5$|52WN6Mb`4^9a_GdGDPWB3Q?}5G#nG5 zX!%0z*)iAn*MGkaytq=OUjts4tn^DORTFZpUzaiM6|LWY65xZlR0;SDmwNC%_#aBZ z5R4#Bzq}IAQNLc}-Xot@zLORDoox#_eGn+G6m$?6{yu^K%HPlSu_He~kE4UQj?g$J zR?!i@t3bkgUzv+Gr2@&eN{$A8pgHW&sZ?{w-;2e^=ZBb@A}|5hY3len;<P+uX5UQ|VB;kMe@uI%k`o|Sif}AR(CShiZ7DQA?h)l-IhV0=(u13}DSRsU|cil}CDM4;MM_BfkE4)Et^+wCgOWUWHOnSfqeL z7_`K@$e{2m4=Y2DK7sl!V#qq$wLQp8vW7(>bfMlEQ*4;WXT z=JHm7rwTxDz*y<310&pkmbVl*HaamM{A>uYqdIFW@6N0jzTB4PtZgY$DFBjVJOIcc zOt($t%d%$zGrErli89Q1>lE{zMVh+)qlX4<`Z0klokW6IznLUD?A~`66Y{+tj@{{t zJOJtiC<-C;xyeDFV{Fwdaxug$*cLNs6T|aKp9qc&SU$^U-ubpU;PiSa&b>>OJjOvf(}Z#(n=VMVI?P34^?WB@vas;kvZX!oKDJE!-h$)&RIO3ZIxhJlsulD zl}K3Yp-{B)-0|ieGUopk+4d3kdES{cd7~s+3$0RN%Ll{8(>NJz4(|*>I^K*(A3FZEZ#zDskE&3 zTv83^V#o!bo?bX~rR``D&d0-aG(O@a1c`O{T;io7%~xBe%_DBArrTG^lC#M^JMR0A zIj+vg2FwJ<+c%$+wOFz-Ol_TFfVyIe)fwZ#z)ifYALo;nRkXm@;NqtvpvnLg1*Ed7f_ly*P+(yTQK|W?^FngmtubEhgG_JbyMonNL^@Wy&pRo@E~w{7Jn6Va zq;^GFH&r%|+3H2)5P4R@dM_q5$?&hNGZqsaEW(GgpO%mqH=Li4x(4w^GS{VK072o& zOUYdoS-!;DZ5a_&CY|lHF_mW-nF`_^^iyI$-*w=ba z8aw|`Aq0JkFeuAMAq>j$@c1%ixur8Y({`^=?q=?`Yi59st@~3R!Zqef3hyU8s&9l` z2DevAfGfS#WIwD4)tO@}aFJS0bDp}9b@>{zZ}_Kd#@A%Dk5(t0LLVi^Nj@&=ExA!r zTo7|!K^j($g0Wzt$N4x(?;@CJ5s*k{W?Dg-Rfj6hE4~O?IN>~$a`8ou6gH&j$5tbS zY6rWzf~@e?wv_}o$W$%304MClGFFn8Fh8EWigZ^+u?wq6fT}ZlvWoPCufuBM@81v0 zY&WA>a5rWgQ*?ZM3%N(QdPX6ezM53780dx$km6yUfv;7Gty@j{dW6iwFy#i>^`5#j z&oyM6`Y$*aj#sRl9f7DohjEz);Cxz{KwX-5^K1DbRd0y zw4!W(m2=2!km-JqcR~BG3uuH*I9S^Hwg1ujL3fzfM&hIK%9LqOkV~@gA6s`X7QK-e z$!7;y=0-Bq`5cP3kpt}cM$*3HH1632jkMCS>;8ju<=f>N(N88V{y0M}C{Zbh|JaC{ z&Dlf@#N`0*Ko|^fA`8G)u_+YaytBMX0UiP9m~RV3fjAx$s+Zb|8pk)mq$th>_8nSI z?0pL^SF01tnW_p`*N`~-DK(Ki#sapIre3dlfcuq6`-n{}X)D=)O1o?$lY-WuH?Yd{ z(&u~e8x@nW-iCs{r`Q?CAe9mr4Yxf-zN zT75VBemgmU1S7sB5d*uyx+{HJU9gQSpp-r>+)15v9IgaK_)2Z@pelAVbM8WIf1cY& zdBAfAo_w3@by-w*uz2(|Q0y#aDTU?NQAy6`_{DNkC7iwemb4`Iy0Vz>NHEFn%KCgq zLVF$<#rr)F=NGEmoh5Zyi9zp`2qMPP^6Fmue<=@(!S@Ti^&Qa?`^PMB2MWCTF^k;+ zL;EWu+0Y&2;~HJ2$+GfRe9Y0Y<1v?D@8VSp|Hlbn30ii22bmy3)dOdbon!>LFopfJ zlO*{*nxZhARxfWU=RscRVsh0PpEK<)Qq`}N$Ve>vrwUkTXPP34WFpDCh?QB-lTK{h z_pqw=W*=Q3fjDYK%qsHr1Z&)GLR3BYx-xqZ>|{!C(j+|Bm~>gbBqKiN4|PUU`Fo(6 z;C8k6pOL6&LJ%j8t~w8seBbzp<7mK$%lMPZtwnls@4#&K^&XO#);I_2^x-)In0HZO zHMm0&;5{%Ku3kBO^QQN4&h@hmu-q})^VL}s08kOk$$6)qN3H6YjO)(}*8DskT^Fye zpF6H6uk5kEaJf0w(&zbJkowcJNT2W&jw^6ONTonh9~=NcCMpK)cyZA1>V z!GSfockf3?Ws^5S3SH$QQcwhUg!P0&5A12+zIsOZ*ulMISj`IQeClwkUv;JonJwbj zv3&mH;L|WJxqpvkMk{HiS#17LaxaHge2Eoo^6{w_Vc-bZjA5+Bw9uoZ{E>TuevGMQ|xy4X*T7hBxk9N`DTO zNW52hF&#UbrR;;4j*em9>?0kUaWRdroXkaZtmFY>tN5UlhWKoau~C*dJfDwOMPTR0 zN_rv~=rs(C&aCc!5~N7->ZK7FiV6K#@BL(us}`i(kkgBu-cP!R2Mto!KR@<=Qgth% zYCKSmDvwa8PB}onA%BlyH4l;{KE1}^1&>BI3W{Hs%G{Dm?DRpB<=itF+8^WO0WNu86xOt2o>3=>r2}unk$< zNgaIa~7f=-KD6v}0r?svdA0r!%xCSnK1Y zUEms&4UVRF#-7^n4`tskI%RG7X(GFFT$X*+ej+u9KA*MtiFDNPyt#Vv`MWh_$Z{vV z9T3b8|3sFfq)&4pIJ?$kQZDh2;Hh=eC*2IgE)Ky`R$jafI{|0D?dv1TQY~TFjUfhU z)*5ypm-r(8!(0fPyV1-up9HIpu#S18)+hVAm#)k*D%dmda7qudIGPsYR}KW1r-ciLsFbWVu!%3yp3N8YXEJmP76E z-CN$)NiTE}&&%!eOM!gZZlt&P(H>xkUeT=52{O6XhncXSSC$ljxie3Du(|bz6J(2u zgnw@BbBb&t?)E+k->&DD&AiT%AhO~OYj~Deu>Q19h_kW^S-Qj*o{!Fw zXn|}>wAQ{v4pA%$?)^*#`3IT6^b=wK3P#X4UndzlN5EEtuP3$Efmg{zRRzHf>`%oi z{z68wZP!U}M}QRpS4ph8vzrt4i2BLWq@)w)-eK!am?cTm_}&p7S5@{2EF6{F_CMl_ zTSo{NC$>$GSnXS6l>f}ccXFm3?@cpmmdpjrBev@niPlu>|Dk*dN_1xSTUZ%h!IKG& zm7!6Zrz{D#AdJhJdHA{@@>dCRe;{je5e8Y4W_K-XzxInoMI=1aw zd5E$kc+7Q}}BMlNB&*6KD^1fAKZ zw*h5>*p%Dkk|ye}wpbS0Ac86h29+K+{Yr*@Y``7TH$n@La2c#=v0jR77B8JK@|`r8 zswG(TDlB=j9fN@@TdjZIA^laL+2tM?_uk&ZC|>A&QVoSB-Y28pkMVJoEa{t-7Tms{ zwe#;Jnv(h(nPel9^UPRq)%~d~pa6Wl4fl*mEoHHMHY$9)Nf{r%{53lEoiLh>FEzcj z%wp5gj&$4UlkC|;T&{DVfHWfKQdyTj!OYzsk}l3#9f*%jVMz}m-(G3qiA-TzA7bS- zcX=62z8Z9a=m**6tvJ~%C)sD=KenkSIB^q6OHt_dEF^z8_iO`FbH^~lBQ7_&r`;Gf z?-A&3Syqm25xynpc8!tgK9zkI{$pE~$9{f9+LAS6INchoqP+ zm9bSGUD`8{5ssc|UDh+HjNN&RRb5~UnZB1&Z~kK&kjvcuB=Ka#XionJ@I>(m=@RW& zXSG!X&xB-I@R%SaI+v}pOra)&)V3cNJ^1Abuh}{!TjxC?(^V{J5>D>5=*zlI!s#`q zzKX<|7VFG*O@hSP-KR|AKvxK>6c}pp<0-`>6p7>G9s8lgfy_}qBe7nE>i1=iXCL>WQPA=S}3xip!uSvz3iHtzd6(MOJ+^}BHjIGI1;=L`5?iTQS6()NEg*c z_VO<>(u+Am(Oq_5)K_g->fhvM-JVLQa-~cK+xFH=Q2;@G@a|g2b6@ES|9Wr4i0x-eCo=NJ!dKT}-w*gKGu3KDsl%B_)yD zCHGU;!O?6(&L0%_9!bzW+TPVs-nWIJu~Z#eS1###@e>}GY>k~cySoJAPj&cHTP^t1 z^`DM)mN)P4qBhpD{LvqK9(EyJ4E8g#P0n`b)F0I0C}>gjpc<-UY=PFb1{?JTZF!Z% zzIj6uX`5~?Ec>CVD#=P>e#K;B_(?yU_}P!yfu6y2ZCF%bZvOtD#2#=ik3ih$GD=kH%sp^HzZll9rnQeNt*>(HkRj`Z z#T~&`=0=B5VhLcXiu4FM9bi3Lk*26fYd_Z9i*_QS|0c5+RgnmPtK?0`sz|Qi(#kZN zte(VTD$}Fn2VbkbGHpc2!YZtB6&g%3#dE;gc`Jq>MH9|gPtV4aQ{Rwt;T&MBGMb=LyFl(^tY0e{zwKdSA?+yqRVMOW;^eul# zXOa&Gc%$?NoHNPbJ3%H(yF+Dc8{`||6lI<%;+$;L#Wjio3{|~c)b-PH)HAp_minWd zRQFN?a<4JBK$Y{vY-7avLGzJR;JPlP&lwZ&LDIWADLoSubkSPvm@#sua_Reim|m_+ z>7pbJIkC)x;Rv@d{_hg*=&&x(Ma!j(@rF&K-k4#N+d2c%+Md80T?8t)D&Clvlg)!7 zenMm42?c(x8{V=WK}oJgn0@{oD`J5eu4TW4(JC%pW3KV)|HR&g(LisnF?X z$Ba{g>(!!xX$UT*_8;VAYP^^HlvZ=oWg+9W*O;3);G>Ohryb*sEn&I-yxKDWChSJ( zmPvY9sD4*HK5~Z`V}4U-z~mL<_=z#^IB%9AqA<-A@nFz=-i61?w?_zfbf0=g9{S>g zPXAS@b1DDe?Qd@pg7K^O)$;oKeo)_A(17#mPLngfOP^MnVf=>~8ac5<13so-)Syh~nx4K4x(g_upNj3~{gqdFKTwxoML! z0IPq{dvb-_YSlBQIyD1EM(5|sbD}K6qz^O5btxU=DBFoWsYe6&-~r&}{n~&JW8Ck^ z8;-Yh&e^WiM8n%^ahIC8oz~nDmQa79;eVpxf2wD=;NzposY$#WGOvQ3DW))`hB4+X zE~CZ+OUSGj6BdfrcX0~SSH_YmkT{(``l4zf)*+`6k3ps zI9@W!NloBYMW zGJs~Xi!JF=^1LGZq7|J=Qma@CTG0gRg9q0>AeiYP6CB~85R8)(yd&5Meq236XR!@B zI)mVLsPI^Nhtzbpy2sJ(q$vly{E8dXzZgAE(BJ-$!=E=~ybf2-UB+x$8qPYlq%Prl z!_XJA@y!jENHsQ?aQyO$4Q~>CP|I{zUQ5+b)=x+4RLA{Ah<{hf`tU0P7lL|d0F769 zu^j=l9v_lAdo-L zESH{gSJ~NBd53-O9A0JfiqLfa3*G&&8xU956`QlTLxzk(y}^Et#k8V+19CZnjKZ#) zFNPX-V^J3u1o_9^7|3zq++lzNI11ON!yz9OPXw!gzn^Uu^dZ=dO%XH16=%HkpsHn>6W)ejN|M;rX)-AgA~#7tE(rM)K;V}@wQ z4o<-K_s2#FM-kf#I$1enjJP;o(z_LNYgVKElv#HZzT0NqZT#Ff>+a*nX4c_70k=nH z-6Q-wHS3<@=eb$;96v>7T~X>088nzc-y zZVH1Hj@6$XraoTWvde(ibNPTsZ2!uq^32xnF__Tu$yQ6b6?ieMj{YPufoF zT1J*PuPR$}-q|0QnpVP&S%DG9%embeUS7U?7&FreV@z!+frGQ31nFp_6A8nz^(KmI z4Pb6)IAoN#0flT~%Q_lq0J!6DBdyQpicZpjJ8HFKDHJEz2GA!+_&K3Zun7JpdMY6% zC#4fEIx$)df=T)nQ|WODfwkA-lHaZ4yR%hBFZ6Kj^p@R#g(JfE(!}N;~;lXC(fbx#{(MI%Ns^% zWos4njCK5zmtWfas>3+bMeDTc48Ckh7EZ4AKf_<H%^;=4K8NGB6kE)Bi>1>cSwdHZ5jHM>)4oFzxC*Y=5K+Q! z91l{&?pedjCwvM2?tl_*iK$qGVQ-P8c~4kqjD16<%M@6mqWZ8xg6r%$mLMnZTvzG;c7rx4#hpSU1(4ucL(Io4Ts#}RAI*p zin1*)n{!W9UxYO2*K^V6>b}uht}Tti6l${IoU4<%4!%4*t0~7$)ca682Lk~EmH0l0AIjsK-FLCh??F!sWM3uLrzh?1e*Md0dwXe4QTj7A zJKU2FaUY}vyyXE6deKPQ>4ppI*9)S0Cd=zZ-?*Qg&2wb(1lBXXX%VS3%Z%@3Nkmp{b($CGr=13IXy49T*n=@cFp<=*2;ruOQ=&Xur5PsH)6fO zHVvg6(*kijq@mGqjxx29Sm!Msk}tBSs53kR;IymvW*6|&&v=)z2kx9SWV|X#^|1N( zkwf%Kh&|QWJ*QwEPlbCYLhYJ4XV5{CXBeUzU9@Xb;gzqcL6|qfl&OxScp)fPuxmP= zVH3WfEqx~xl2#szOHa8@ROW?t|Sbme^ zFd9RKN3w~-XdR-9WE+OjXw8n3sDN2ao`&Zqf9sEWnZ^4N?5|-|Tip$p>zd4>JAMq3 z=1~N0{q?+yzqXuTE3l5k=?E{?DLM0JBe1by7CVe!r-swkzLnv%YrX+tlXM%EdxKY` z?V2SgS?~xtrBYr(Ej%YMpVQbG%q$gab!$3{@Cs#$>>?)R-CrRSr^vczrZ zkyIDkiZQ&Jn7-n2G}{mz=YorfU_vX+mXmpAR$whg(L_3<#Lc>76zwjM=#SW=v9z=L zK|QF@4N2Ei!PCVIk#$I+qt%1o52PYHm4a=6uOeCRR9e$Nh4%q}oXM`~a+H56*;+L+ zTKqbaeVs~As1C7#<7iX$#FuV-3T2#78KOP)!EEa|iu>8nS-|;NM;q*6b{L3b#&9E= zX7c--CJ8Gl&!W1@m$xArI|Ws3{+OIt{Mj`#k1*fybXc9yNMTUxukku`M=E6MgCO7l zR7`%L!XVjTOP$TOkEi}^>me=!RseQGFyOnMgDl{9Ezey^E+fSw1NYRCRIEi`7FM-2 zsN*Pa#bFp^=G(4^;~E#bXjG0r3!gxv>n^I}?z9ik1FOXwyc%+Epm4ip`jN5@85J#V ztHY!TG~WL-o~8jASD8%V6`KJLxjjGpXf2#Ty(npLl)ary@u=fbR&@$(O|Is!Po~gT zX%qZmO0N`U36OGda0HjAMC;tM`CNf*l4lzvFpFLA7uzV4kbuv`MB8GnC%1TBk)JFH zsD@~p=QF;1(NvU^LR#AHLxGNfCb;!dUdwQ;evqw45XWQ&v!{rJtnySEOm9DRW6h>g z6IpwJWlg0ss}98>=td``BD>}#Ts*VEuDQRTg-oM~nga+rP*rfs#P*G z&_RA^jdUHr8cTm<-p7tiqt|PvBziby+zo_jOQMltJJ;e_=}*jMZ#Z1x0000p@07@n zq|p^>?+3W>QaOntiT8)HFVbmnTFy{R)zjV39<#XeQ_MUJn@~$<7qDk@zy=<7h3ktXu`3c6{sC(Yr1=_Y;w=V>BmE|e z#`_aKQ=$AX5;N`u8kyU4s`C!2ikSp!u+OLQuj~0sBI`As`l^e52lbfiW3V4CPAPC> z8Plnr1nglarqd|D!rjUYuxN(L$xe=eL4o+#=Ef?`piK#0jc7lE`q!VOBy%(yM=d>n z$74WtO&)(*2Lj6vH9Uq8bh%x#bq`xSgNBhsd)UDl^w)+hz(Ad(>nYGSc-Dv8b{G0` zWOCsHwgwOIMgS=E-^)LyXQRFBR0gf)`hXL+v~tJlpWxI1BQPK6ngC;n9#9`v<-cGv?r@j`CaWj=Ex&)MBM53Gh4 zdK^a{qtFy}=6WTzzZ_fqJv)#|TSp$^0~s&xMRwrd*x8Ongr}FBVx1BLe-U05wrduC z&qA|kgX%BQWvJ_U{Mf8mJ)?ckm7w2uv(Z@)b$2SU1z9wJtookq%%aPQ+xN^glMePS z*uiJ3UGvp0d>gcCCp$iq7J7cW69h4?0_>W*-&qgMqBB+Gj;~d3rcH6Ra#ib;FELd- z^0vx6%g3(yXEWPkp_7PiD+`-Thk4w@yD-S^0*ag2in;Wg+NTU3j{Bj%I>voJIFxa} z(ZEU;(T~{DdD!0U$#Un>NRJttOG&NS$V%qXnYCxP`;b(vTMkkIa44jb+F7^FrzchF z!SiuLKi{w!r2eSMXA4;7LOOsvpU)mHq*_`DW3=8Py0vx_{f9I!U3btt35P<{OK(N> zo|4K<-NA^!T@joLrH$u{ySPP{(K#edyJ;T7KI_yr)&Z?q}5tBeI@o^uP$T1t)yC) z-mif$H1obPwCMXQ}>6~IaF0B*sc54S|&MS_|>aU|e`7etrh6?9e z2Pu<>0Y&tR(mFg$y`DB~fk0ixNxP2zf>-NR@s@rs^|SR+uJL%vP)HP_r<8)b ze?$AKXI6Adxv$>q9;-f_sfwD(j(tNTd2OD3L;Zcx4CI}yZxEgFnx=YxNlOa~-ALOt zs)M@frQ4Wi8oMTRzASbNU{DNLSa1@bKIWLz`!+c2t2QzqmTS0bBL*SJx7XE?76ib>%0{k?Us6M`c_(%^sC2~Z>2Gj zZIJ3fB4`<;Gqy<_MuG7Uku>f+w`DfZ4t7efm^H5=nQ9x=SNb6mF&TL-F_)&yF03F0 ztdC@$Y@-ogAr{^pDe;CRT$$rJC6X=NMn57x5<9vLmKwDq*@JCR_qCE(@OG*pBj>Q@ z+fknpc=2XCZRFA`g7fCr65Fty4)NYBxo}?597~1N$^cDf7Vs@5{?)py*|+oy%_ns| zoW_nc;1&k#JmtJa>zgFjWqZG+XUKvhEbBYEo;*6t>h8c?oeNWw9k4E`6V86$LBku^ zYkN3Ff9lg-^0Q8qlSYwMwOR5` zdYCMo#iDlMo8;7D3A?Bt=`o89*+rX?5w+ObT`&Q8J(C^ZMYoZaVQlpGG|aC;CPvt` zf=3_*)rhH}5Dtv4zF};~_jD$?8p`~3(-4xB#d`ig50QUrD*ox2tkrIMmh8`9o_lCS z!^K>R0s6&{24_&AEBp4kytb7Lsv%P!ikD9C?L`_8$kS^bRfko%cAU4}dn|f54 z&WlRLJik1RowU+H4T|>w!M|v9!zdNw!fjP*Ekjc7fi>9Rz}+Plk94%O#cc=zi$}h} ztj0=h8vA@7{iH_}UEgeRxiL`B*5u-#Kxi~Tf& zG61K(`)MfIvYTb?2V$jD*`@uop2ulifn?YGF~!BHFoWraP#+d_fclW4A6U}^^rOIZ zL~!^E-N*1yU&pQ2T#pqc)ieF+X3aQ2vsC2y4CZ!-wjhUQu(pRV8orsqhVtKqGuWI% z^i$gGh8wdTqMucA!|YO99`R|Hgnkh3R%hLQq|JP`;2tr96W|p>LcDvDy^_lvv!y znS-0^k02YUyHvM+bePUoksiKm-w_PNyWd)G9-(f8WPQhMIkZ+_pYQma1xIV1)V(~f zubHiP&(WJjBLa_s)8%BbdPiwIS+|X)9HqKClQy_bWyn&@rkb zaWh%cG1`h0WwCX~FqSj3*vVt`QxZLvg&n6oNy`*A<2ZIg6W6ip$MLBPZn#-Xj?+r2 zYQ^5bDR*F!UL?ZW9rjfoM+?I zd31m#6<2+X?QM|W@ZD}@QjGIr%kpS`o86ccI1|gk5^jbBzOidYgAS0!Ykq-3#&JXG z(<7b*a=()xglHqHSqqbej}#<1~A7l4>ie z&VUq{Yc|3xry}owv8>{G8p4XsQBT)AB`jMGtKEFo zU}ZgI5Bq5dT$0#y4S(MNQ~XEn=bAOiGX!B7=x0y6W(PtuJiTxx5fsVFiEP1nNS)KG z+0pY5skY6m!UfvGtJgrVY0svs!IrRQ-8-0dzCeQm-QmaiY%Cd2D7qRS0Oz!APoYY; zYnl#Z^DodUWZYo3`2yWfPK{?t7imNCawTIIX^eX{eC(8JU_`sVVYe>Q)-^w0sZ=Ty zI)PL$!|QUH9T19j3)eK9AIMr?qV-*@h%k$;D_QC#8Wi|og`*N95sVtt;HEOCY^Pzw z0Odpy+kJ^PZ`c`e7;&nzNQ*Rec=cSIT2>fa4Sb;xgNLg#qICNOj8a~d*FaX|GQ`-8 zuUO1w8W4B~JPE`QZiG@I7xiaf zU#1Zr9YM(W@{-9MVET$(ybN%zI>X*xrZru*e~vD0_48>Keubu1>xRR28$FFk4=bU1#ex?)2&tI{9Khw|2o2AVED&%lb ze{0jL^t6f`Siywrv_bT&uhIRn+-TDOsog!b3O*NN6z6 z+Q)gZBzFFqjl51x-HiDd_!)0XQp57Z7I1?{VIC~*>w4AW(Vbo&+~Aq1lFTx7BS;5v@ZE{IZOS8>Z|?$TXPOR z{@@jW&L)U=%FI6O{4ewZNy=sGZ=e&4mRZl<;3lXY7O}Wnv_Xq@%Q&aadW=kmu|@2J z>Gjo3yM4YCCz!=q$1#rMT+HGO+2LUpr*g+tFw@(3CiE8dQypaaw`h=R4lB4tgLRgQ zPWHS)+=?P@Uh3xb)b5h%jd8OAZez@8bk*Ty=qhu7Bu7$|_4_Zt6 zO50Ug@CIlx)n`8z({`IHW=Wnn`Hef<{3}f)*-IJu4KO-nDO>X!9Z0Mzne%P5@cCl) z%WYbZ>|e}W@6bi$=~A}p4glAmi`e-)v;iq(jNYX`kUkRIcb85e1G=+@_vqIouNyme z4?2wW?(D@q+Lko$&RXAx4sv5RcK$x}V|%+=y?zHr^{aQVOdZ4@Op!dRBLIuL&dm1# z9a(AVPB*8QalRh-z^O@S%f8+&S{jF`Hq-q7diITvzac{*-aaG(AmtT z1vIXvE(@Ks%!<=ln9%0XZ?lCrV5oP&f=LFqDXL*Bg-vHzTyKr>J91!bWdcD#^e zXz?5NYXJ@C3%(bz&C^pNZRhuv6}xgVFSZJ6^pN(iK7oqAq&j5_uFOhaK-L^81n9qOVUG%FGt~$d`iSO{>vP!SM_9iX&9?S< zj6DZ(?RR$gPa0IUmV^iq%k9k6Q}7+9+()Ys*R z?DICT-cM+CRR=cd37sU&2h(6(-oRei`zft~H(#Tkf&+hKWIw*45p3R5+SP9zN8Y$R ziubaF%k#k<)%-c;jqJ@+8bs^-^M=)UhW)3)L#)FyteysXv-xjn72(H!>~_}XFIrnz z2$%JXzi0)OZ}PWg-PB65+qKP8mldpn?EpLfH-w7rIa56c8ag`>A2^f^e@=&W-1Ds5 zciXRgw+Z~a<(B_$NceyHZqHcQKVSw}4|e{CT400q>p!p|7|M$O!G?`*27B=WkpIFA z-uKm5-Zg%lC zT}Em=X2ajmDL8>s@CFlh%p-Q>DXqz3iUD}5KD3T6hWbfZ{?O5FWYk0JrMDFCWWK%T z&R&(!yXw&o-JPZmG$j2EK9lf^J9}uSb;E;xfnr+nc&fnC15LT;@pM-LpV{_~lacJ3 z>+VZh3K4aF$5k{?JpZBmJWzgY_~H9%$ajT@*u!cyTQXl59NC-uu&;!lf;pHunBAW# zL0$1vI0gP##UHbl)l>cFhG)B zz@fn)Njza-b%;=ttihlq!qkv0fDFgvg#uq31Yz0IW;}>Mn1GK3{s=D%X4dNi2b{_v(VQ082;JCH;2g1km8&yOTVhWp=hMz_FxDX!Rn1_d#hVSL! zZamzBhkJ1sfeROaij(9ryenkfD=BbAKj>cM5_P5>Z85Um9>O1FVigweDcsPQhC{qu zhoToY6472T%z<8hBx_Pp_<<}M#U54^rjhM^*cWPH9Qk^r^{!edCRMX=gxM)2>_v_? zCCJtQTd##xbH(JL?4L?PzqE6M@ByF==i4A=&;8tI7LO`{qm;nYO5h$P@CDzyHH$kG zpGPCvw@dN;rNnJhe36Rp8^yP(mYi}md>BIo{QfKqC3d;8psTk!6yLds^M9lh#da3W>0>O`M;NB*aLoO~b+zf3^{9^!MM%Tx?0FSoJ9!k0 z!yrOeUlzmgrZ2_@UA zv98sH$cmowLx`wB6T8N{n$=QWfF^dz0k$we$Rs75m~Rasi1hMjEoul_Qq7-DsUcV@ zKG}z6_BABE!paVNG*ttI8sv35)+`Wns0~<8pzv|Uc0A2c>>DCYC+y<{3Sp!}JN8GQ z5KiX$F|Qz@SH(G2q^V;_g8hc)Vk?^zBn%;St?Yh~(1aY+F#llW*`Q&u!N{|2FB={# zR2K$l@Ic_szukS=hG3x{iP_681q(@Jl@DtkBGie<@Nsc^5eJ0=9)auNW!FrGztCXF zILmLePi>QnCZT0TvFH0Uhe^z4JFu~WS z@uw(D*>hhI%1ieQ`IHS06KWH0AGRb+cuLfj*sNN@Y?9^8ylV@MD(>EiPX;v)-xfQx z)B163VJRhzN3e%=gSLdDrp1V0GpqG!_(E zBSNmwHy&{Ch)FzxZ?074Ar_5?oZ>9{vl@tEAoE}z|F^pwe>sf%c|4Khdm%nePH;&{ zu(&M2L)@}r*R(7p@B`wZZb!~Lh~U5=1mz_t$?Y1S(sUB1V-|NKQ6b*~-^LxVjuzL! z0UgSEo*O8vzX>*p&=KU@D{DIQJd&rGM@diZ8m&7U7bzGG0dm@NDUI!#hi*uMLhIOJ zjl-`T!OofFDL4{9>3PDDfbUT%X&~Sx^Cs+YvpUxk>JYEpLr|4qN!*TKv**SkOj}em7HWMFF(Sk$hm?IM?wS}&v3*fH#AeIb#&ZpErcffZ<7SdS=StKVX0S<+}sxW)so zQ^I-@H!;KXz{TpQ=xX+Y$fdyB_;?l)0B`5B?PaKd!{HMqm>XW*gU^bLi#Epc+=Oj zpAwRwglG}cLkWpdLJSBoDIs-~kRb^9Y=9C}RS8N)P-i7XR6-^oq^%P2cN^Y7DV-1E z7|&=W@K+^Jp6D^2kxJkRB~Z4rjqwa@XRY5%(2<~Sc4xk1ubeTJUw+gG^N=q{*P3bJ zO4x9`b!PLUh3`F12D&(n^}$Y?m>+2E*g|NbqTOsRRw+iwrnM=B1?v`o2`VN zMZ0FV?7r9iSW{8{zwQwv123) zN)(n?{650X=__5$tMq70tK|`__+w#7)v5@Se$`X)HIAkh%*9vJOCpJ2o4X40{f8h- z_vJa=rQ0uiANS7=Lu|UQd1VHW1(mH? zp9#H%st*G>WPjW*3p*0+vD%sFX|mL75^R0dNBEPHdhV>Czi^u7*`3+GBq5egg5zzH z(3r-+(RctH#U;*c*Z`pesZx#Y8z6i_0{pGs0|kp)-EsNOPWG?~^52W{-<$X=+ow7H zaAlfZ^J^Z*C{p&eJSHOmDblDNXU zcezkOMGRlF!(R)2UVFag+`a9t&ZTs@6kp0lL`a`s$il~!S3q$T5y3MJ{drE+b&_}&%g6WBj| zFQk%Pvj<)zb+KzYzy(tZ^JK5+$=VdW&Bsad{N~A8bO!qML<%xwmSw0`n!y**L5}Ew z2yCkme6z$sFo^fABff1}_M4^A;fRKLkxadIS@e%f*qt?CF)m67P}!;_d)ErfsO#|C zeAJD+?Yar0P9Sk}+4{}G6mrJGg0~1Qs_e4JP3{K-Hn+4J>RH(6Ekae2X<=V(5&Y}+ zMH;+oXpzz}{>%q=VsO}!{+2P-5Wqjgq6t}c&AB=3+!mo%l{<4vX?~)_Vc7JZqtM(v zhkdpcH0L4Bhcp-cRZ8;}VilTpiLKr$jH~$MI=>IdNsqSNzwTK7+_xA|R zR4xT)c%s5H)|ytqMdfn+H1}eMtkFIp)a6^*x9K$N3t!#ovM&RFF_gliCl5%){<2*7 zU^!-}5~IZq8Q(N!QGbYP>-l|xzXw@6gFQYj{6v14&UXJKu=;lfh@6N4|2t!hB=Rxh zX*;EaCL**SLWd}!dj^PXQm(MTFIb7jGH^1M49c+ew7DZXG*1{-X=Reg?_B|y1~Jh# zH%Vk`^Mr>)mBuXjLNJ|%guC*EPBgN=$mj{78)-6)eR@LZO4C0V*^U#!K@u{RS$+{} zurE&vNrFAB*v=YwyM?gIr+{K&r!dngVH5dkGW+M0(4E9iW~S4^M3Og&<((G3AU!9s zMrVXEq+Lz6>5Q`Lr6Jw?{|oRCE>jhBnFUOxv^L^h9O zf1DS-CyR%$19yySh zv0uv*hs*vdY|3RUMy`!vdoKerFB!vLT^1hGw%tW`!BC;PzIJzXKlICi_(hi`Y~o#3 z!RF=gGR3Rn-m=FZ|L!Kjt{8W_@HM9A=N4xCSy({6Pi8lNhUA(vhq+x9+LPwVtjARV z=)R*^{cA!xo%*p-WOSd8l_GoK7ewtTuKZ~(1NRxEc$5eg5OB1usS@vaaWWj)ov&ly z6q(uC>%xx&+HZWJ_T=$wcKsKjOUDDRFnzIS76ldjxY^FiHC+7C=AqE(*k-ROfl42- zc1@jL&Q7-C4GzD2!r{Pr?51d35P`yL*flSDvI#eYP!c|yt-2x1V4W@E8W;U$dD?BZ z7GcxTjV4WTwr*c04sZ_%#W7yHrWXFC0B10&*3HZIM8DF0qe zr*FEIu+SgGkrgN5Jw^j9wC82mt4+C7Hf24m**}Osc~I7_#5y}$)T-!!^>*v29PwoZ z^7^dxc)mzf(NjH~@Zgp-Cu;~?g)O;jS@|&Bp5yT`Ohu$Qr-nFVx4@B_*-wa(m624> z?;9`RYR`C?3~PN-Y@nLTl23|$?wqI#4_`KwEj}q4sJ2xJ`|YF{MLk=USSy_p2U2zX ziP!d6OSgt9y|j4Okg3+0XT^n7v*D-LcnxXsjC@|3_+>ij&_cx3yC~iis{fGv+O9X_ zkxi4-eY3Q9mR#eLdT9eglCZ0ynvmIttxd0sf2%6G_e9V6ju6muPCZ?%&2ES`k<=T( zf-kxFuqJoJerdBtK>$F^par(c+$}Adz||}k&#Z3z8_dFATvmo*35UUaP>z%qDHc#) zC}G?aeQ-Pe;w4;Z(QIXI#mo8IDM{ooWNR&d?YeSQB>uL1Hw3E4fxb$5IidNWJUXOB zYp%%Io_FOndV#;F2*TKcDK3GmZx`IDlXX}8gBCP!wvN0f{-CN}xeFg$mt=$wY2^WL z*_wl25>v(6^>-212xjkOC4Y!3Ra31i9*DD4_zf)(J*eB9ZM^?8GmBsv^hoUMR@33n zpUT!h5=Xdi-}>6#=!TRzec4p2|6{SYis-knNq>sP6%V&98>>IGb!C}P#I$-15N6jj z!e4{L90NW;4hzIz>C8TU3)`jJ=wxSPiFztltM)J+i7lS@_z&7)p2a%^7MJm^Y`{}7 zv0BtH>>&bS^6#b`b;bShQMOlu?d<2LV$GPE<9R$bx#dHwa$I@_l!DoXjX^d5WU-eo z6ECfhs~qMY?`m!QOkAs?<9piKwZFvUKFeYqW5|f(c>G|*tXNklS;fH~0f<5E?3(Ja zfCtY-aQ}~fWl{f#*LZihy%0Oo?=ZYu$tpS$z5 z-2~IAATU3-?_b*wM4?f*8W9J$66V|X`INABFU1vP;(hk}OYxef{*DimoT*e|y;vlM ztNf0Zh zu)kl6%SeN_%<@KDPMX|hb&AD$stW9rV)0`AM!yMIES$DQ;8%X(rKgukO7cy}x}Orj zpH)>vwWlMM$P(X*W687E?95y7X44;T2~dT=Rt*oWOy#Ry z`o=#0Mg0Fm*mr7HH7T)oy zHO=w2@uA^@@Sw_|w|EGug@i{=p^_778F*WD-Jrbu#9x65gSe~%@_3eE|FFuViJ~yt z`S=_7Xa(mZ79S?nI4F;7B%w0*G@t57LSN4N4K0&|QhbMjd9+s&YH?>?(_2Ys?3wr) zo}oe_(%jc4yfR+%Duzenk3{h)I6rjY$2@8)3wid%F0#C^$Aa1MsJsglVOc zo1D}Fy~P4OrPex06-x*+Jc>O*dRnsVv&@_EBv-L;JvEJc=FyoFLM6AguPyQFFBpQU zpkIZnn;w(BBXTt8v6iD?rs^sX`p1)tg&;INjO9J@lo5`CEmz`RTG1?B1VqCR3SP9y zNodPOrxE8YG%>hPQ)j`KdwYzAI13)!#bcDjzT1z{-|Rd87@cI_*kkmJeLEf_$wlbL zy*^6ATm)Cg1yB+YZk`p+w1c5hJE}*I(h?WJhg*J>Qe5C6?kL@L5$bSFkJ9;Y!9%Wa zl=UafA*rFOP(A$h5o-t_Mt^|8-QkucSs-@m4INt&SohGxkuNYk|Dd}Z(p*M@ekABy zSnJroj?hk5p_*YFrMd}aLb`$|94A-X>ck~O6Gpm+n`f@E^gKtkuI8|dAtDoZ{iAiN znMVtqOHmUyl*xy~G{_BExN?{h-Gn;Q(!(s+#$~in6M-(AVIy>lRpOtQu-Q zTfjl1?y25?l81*-->okk@jlYMP%{q&jnH#Y630i+svDov2oIqqr_7>t9zrv2=s|kp zAyZYtx-2$K!m;p>#^DY)|=+T>AbFCmiKd6x!y35~c>cWHx{5YAP)OCP+@mG9h9 zg1v+ZS(H$!l`b=*8PQ7h$4Avd(zHvNcaXgQ9i#S()6YMIB;}+fV z66MAfD)@V+PP4eq)?If|L2_B7KkAPAI8?6eh+c{V$XsukNoix2-o%s&>4S0QGJ1!G@` zNw8q73NfQCm^UQ~Lhft9+$+R1X=_0pFGK}vm}GMbDgz~$8dqd&Rr@^DDyD^`W{=S- z*SL5C8{{GyPv4+7BwXB6H;jf`Siqym#MQf5-_rxbIP(Jn)3`1Ij-7;=A&%nthvC#@ zj9UI7UH21ywO)+!piUKq7I6z0ryQ(JX5tp=wDydaQ-dGq&4blrcycWVjdGMmX}q4R zg=(R6wotO>fHSYu67zD@9-AQDf}O=5sE7IDz8)rPRa&%hppm|f_k@LpHA|*ai3PLZ z+BXsYX(5@Uk?1k~{B2C}782GiP$uo?TSf!~wrBwgo2?gd7@SwT-B(su64DJW?=~}D zT0Jsxn1rc-7Z}Gmb$M(KO|Bxeb$)irGJ>WRj-chk@|0&)1c|S5>iB;grN$VL$6z&O z?Gu4J+PDLHCY(2^hU2Gxv)SStnyUfkGY z)HFcoz{5Cu9sxg`e`N9vpllw4b=!F@@k)Y?KQ=W>C>I>KnryKB&@3MB;> z7*sf{A6a8ft=ial(}6m|H2&tm9105*D%ZFj!6xsq0hlF0+`>c}H&-)n<|ynDGVqiI z#AD-3Mznu5tqK&X$Nj4L8&x&Fk=3ZuID7I_N?>^Me1EM{lcUzD-E{ZR{3E!d6BwVv zjU1k_`D-MR-$oKtBoaLDgt@v}2`Eg?P@AaCg0wjmc&o1`PWZ-O1Lp7jD$QTK)~k?^ zht2ZyCrv146^pxm0Bg3%Cv#mP!ZQJMMY1_g1F(eMepkhi#dP11yE1$=dj*B2J?4VvVWcd#&o8@!)p2Md+>^I`cE*FgA<+rE!%gMDPG|oZj3xv*5`LsDiXyCaA(`%N3^?F`5Xdt`y!{!J}my=Cnp#nE@xi)ub+FqNB zpHd?kRTSoG5C)x98|u(Y2Axs;b?6a;POD`Z#18#JoQ&-lHgz^p%Z9>g?$jQ7-%#-8 zvufm#OCzK`a1Tvygj@{(VtpfFG@sYdlB;UF^<2#j$)^Ls!aQ!ULTy8Y=8h?izRi_= zge6xaa5Sh$u6k==L9W^_(Q{RKiI%Iz#o)?vYt5(%8}6sYMf0dKh&5xB%USiN?q(5o zonB0>8Vc3Oev55My4+ZZ_D6x9;}u}ZJG!_bJ;uSSQF&f z4~VBtFyWc~FBK0J=5QW6ls};F!NA#Xr%ho({h9%FnWiVxw3B*6yslSP_k~)bAd_R9 zrj-Vnqju|#!Ialj@Z($-YMG47TA*k04Zf^oP#>&g-M4^VI(Sh73$l5XL50=4ONSnf zfUu!v8B;aUM+aP%#_I`ce0_b9zW3*cp zs7!-ddIl{;T~z}MGKd63p@n>!sds~GGxhwP!}n|cQgz6ZzwHcSPq1k%ZmsTSd8eLc zQhJoI%(L?bHZaY`z?4wf^a}>2q;h!_-%=RuHSFtPdVO1w37pQI9`7f&RzjWfga6X{ zQRk4|UT9HF@%VAZOIl-qO0aaM#bxtobSoiG$)k;g?$C(QLf@yt0aU9uIG##-P(w77Ola3{fFk>WQu|yg%!#b{Lto6Q)wX!9s zcK=hXEx(D?%0fE!zp?u2gqGZ2o6h(V)9)9|Skh!#&_Srj+u7vN#STI=H**!G_7L3o zBc<~wvZFAQd+-O{?uZ3iNg#4MVqrGr4{Fd!D9!IIm8W#=goUEZ<0-7@(AY6-ol~y? zVz0*9>w>C{U4${7i?FF5f?Vs81ia~kiDH2$;j~L0HR&q+$z57T8C?;R(Iro@=_W)P z__VV5)FoQj$F2XJoVyFv`-;9yCd~wQc4!bq$La29U5VWvh4Qgz`N^}jx(#s+O&so} zKA5Q2tfg;XvViOLnmuX(7wO>6iTaqAG*Rp9^@qTjF|&ReSwV;HWbtHaEaAGNMI=*? zd6|4PkUg90Ou;?Cq9z#fsCN&cJNIR=Uc5CN^OS#k2rCR+@FJQRgIxdYkVng6P`>ww z?l43Nhdkv=jIh|?nl=s@U?N3rK-mq5m9N1-7xqEQeWtfC%JbI+|9b&%E}lm*eNc*j z%qNe&2>Fs-p32yI#P-s(Wcx!22z%GFTmq0#EFI z83nvM0{TB$$ug1U$5_2^Ev5Oy0$NJ*ngvYI3-`DVc9+PZF(%zBVzn}^H3?`|#$z?- zf-)Xt@vG{7yXlUWGLDKRhXKMO&T$U?Jpfq>L;F2BK&a0tvq}6>@ZfQiNU89n5MbbX z&!XsoLR;@mSXUQtwJB_k&GwhEI=>BeHA(ef^@Yw26r3Cu4H6+5!&8PoLJ^tW#X%x{ z94L5mO-GUIAi>{Maum{v8Cnep%M%8O)M=3Ls<8`})*;F5{KAr(;H5o;)^sIXd=<>* zFa{h~-w)R+(J~r7)*(xkUK>s`eiBx23zNuiFmiL;2+8(fp}u#$q=NYo^avHMUS?QW z`e2Z)9xPmQE2}LS!LThtIBdgVPf)FFR^|;6Y8t#3%=?=4fv|s@b(dw9tjF~$n)N;X zL@GW^aOY|aqbkFMnx@>LU$Z{EH=djwCVXt1HRrpmSNQ!uS-<>~mUYXPXqpaL*wOBv zSVekL)qA!w6`yHqL)V836?yZlT*Z2XP|Q#={HUakO zsR-h|Dca6fD^m6lVQ0I1Bs}Y9p_=LHSeDc-XBhJ2SdnUt6skq_0#f~OL<_KsT_-?z z3xvf4b3(lZ2jn%$#|lgvmZ?7Wu$cU=Au7b<^e{#X@+yLKx)vkSmXU&w^FKg_Caz^t zLqzulZb6IT_I#ueQ0v?u0yy#&bxvmZieJR?{9Lbae@pxHBm9c= zH(K!HBV{HfJZIWmJT%D z^2sn!sORb3LubU=%3n}RSirlCdm33N6NO-Yid8->n<&)fo5FHqqTt1sgC%#O;N#h# z`#1ipT0o2cGD@R3!QH^MDMQ^S2|pN$)2vCt1U{jiNT$g`rzU^C`GO5QyH?JSYvBOi zxRg`H@pA00q%J9Eid*50E!*P^Jwk_!w#O5rnDf+esReYYXXvlVh~bQqHd$C@sMWqC zBx|XvEp8-&&fe;LajOJFh&e^SqNp0)To3SLr&-mfz+|xTE%m5dGPbf(>d~6tgm&Lj@MfVbqo}~XplD$h+Hv;vX{A|k z^4wC-4sH8M3VWIKItz5_v=pEUgTHJR#(x`JbdpfEJoENW>+8DL`*`#;R|^A{_XXk5 zm}H?Gr6&pfz7690G=t2a-`Py04aq_e@6e`<>r^*Z!PhipDmKP&56h``Gm(8g?u3a{ zai;JC|E{U1be}0~HI&#SqI#gy0ENnqNutEaYqsE4K`+E6Ksm62P7C2ts2ob$QUf4P zV#G1C1s6L;+|@~u)W97c%k4A995f#Yycd}uCha%SThu( zcp#c~SVp$iwA-+zjiM^jv{}K0eBZR&u%@lir51DnjV|?!lKPKO-cY9Bj{;Pih9b&7 zP@QzH;E~~Q{;Ik>`3o603C-M6d{MI%Yx)GFpbb^s00=c(Yl$z|>n0(((MZjCypNZ< z6*oXYQmYFv{Y`#ZFlm5;LNqU(gMPqQO#%^nGzu5}x)@!2#f6&%zc?SwM|Hbm_>QzT zbxOe-x?NK&Dn|>CM&Ph^{EI;CX)6T%hDCMBM{9kxY?;SEw8L82z>Ka2w@;Snjdy{0 zXNoqS)4pAhq|U~Xuxn3O;S5IL5s8tiF_Ua)^JbxSvyIHLdeyemak-%%s?=!_5cv8g zY2PkElQiFWFSv_wgpNAN>i4M0?pq)NzU>Cca`u7-c*DbRF<6#Zg`Md@rTH{8Y$oPl;y$aR$ zowG2|vc%B)ErJ6-wwy@fR-sOfp&&6;cZ$bnWM`J8ScdSsY4S@oRmaQ5U5qh$AUDT2 zv6;d1sWg16P}+26s)XcqK_l;C=ZnCWY!!Uky(+5(HV0TcM!Fzv7GmZ>^E9+9-U{C)cvPII`L=hOsS%$X=>VU`aT>DA33yCp zL3xY8WWn_W+SLWJ*)H_<2xjipYt_PMWIL1J z*-%qO%!OHbJ@FPPal25-cCnY%SnVcziF9zg(9&Zi5b!expYQy11WCmm@RRMS`?>FF z@nfa?N&T;%4e)b<`RQWu6H?$O1_;Dc@xOjbz|X*)@Uy3k9?u_TL|VR6XcKn;2vhZ- zCCqF54m4j(CRzSlBV&(i`Cgcjt7FoH1W9R${68&VA!x@ zcODkCvQB5*XThS%(plT-gh1Y#OkL8|4S2!&ovDqT4Kgxemr%xbD+>}8xY$FaANB~9 z==?6h#pW2WK+Z(c-|iBe`4O<#C_;tqJd393C@ncbuiTkmzc(;=ox4k|tAN1@YNg?; zdV|R1hxH9yjQ{8^Z;;e3cnlAD#t`Y3+TYaPctQ)Lx^b(!NHZ0oHgAQLq$`4l&3u*! zzYEXqWztzia4wbr_*uDZ{Zj6EMJQQpCHy|)i(qU@LTA*ohgqPZgFA&Ex>f}R%KQ`i z#BWBKqv06?Sw(y;cr^y=y_2ozr*ZtQMaxJTHHnN+L2LJj+Xivru7TyueajMGlhoV`M+$PPba zTxDxH9B!*B;4ReA7FavqIU^Rg2%N6K0Si*xemMeL26VR=Pp*J6q^$;~Llase&=>NZ zp2kz=USUq$<+5z8{e~@J5ogG5D{D699ajfKNED83G>GnFdtw*Qy$7^U!>b=VYih*Q z0*O<*Yl(|EDHOa0%Oo-7N9bv44ZWdNkj5oQmHrYebL~8erSVTVAVwkI+G&0jL9yL0 z#7iY7nzZg+%h^F|n)bDDzLQoR6()LC(Ofz|Lwh-ms<(3o4Er(G4D3xJH97_fRj9p4 z-Hr)e9PYu@G^G~92eYaW}48*A-y>B z(-0#*+=52H4SrVIl>u5OpIS^KFGXw9g@z7W?HIYAKEtZj4Q^kfkl?2K8EUKf=~#SO zF>pIqv|;-o8{mv5gqnOGcxrG$@a6xu5vlJ9VI$vcu%whcDM&Ie@gjL%61MRfK1RBH zN$ASY^f4+wT*mP#{$-4$480;OH}G4$jbyqexbRPwe4&chFtgjXe*E+C5>Co8rPmRgpdr2I^;|BKTrH>f700lrr~)p*%PHpfdB3uz}+~ z(5nct;ERIL_gY`lDQG{!A#%rRUOsXTnA9;clw`TsY;i%kF=R z|Hbq#R4zl9!I!YZx-|pE7(V@rlAa-S;<@6PyZ!u_&cS@T+`W#HO!I5U1!xZ6GBPFAPekI$k@fUja zLAc6i{gF-SAB96-*9tSSzNwTYRC6m_rC?lV>|WJY7&Eb$8IdJ4B$rH~=C{7yWC_0i zw=XZ+nJEnX*4O_(u94q*`2R#xEn7HSyl}OK+}K&sAD;xz|2t)VH0ZP7#@)C{(>@EW zyvE)@AHZM~gRf}{?zOVM?KJ47z`njEZqSF%ID}XArsAC=_)EMw`is(@7e@%TnaSGJ zK52N$89FbEZcQc;bBRihlpp`$pi|G=4an-Sk&>>h2e48&p{fSR*N#V9hg2FdAD? zKS=WuTd`s1N9JrO7)oJey;&l)09g8q66>kgN<@!#X`WDZ%Oq*WdFg^?vFm>v7Vz^w)5*(D^mLzWad4W% zEa0rc7KF!`bn0d&4&pMO({Pj6lKU7o#la5q|eb>pesG{9XP z&s980kKM(MjvZ6<^i%?W($Y{@QPz5h6|K2lC+NJl=v(@A7WnW1Xx)U2a4@uhVz957 z(F3E#!7Q>bE0*HsW>J;0;tw{RK*(xh#y%QQRy`&0X9?=Y2(AE^aer`ici_JZdui2u_A^3tCzY9$UXq4pkE)c&_~hvZ*1qwa?|D4$f3Dc)ixfI_{ytHN^5`@x@T>%nPXE%fhJIoebE-2)-I=UwZ*a}M=aA39#$5Ys_%Eu z=GvkYcYOz?)fTSVSG_iJA;gDG8Ne1Q#`aE{VIt+$syUl+<|qp@70mC#z-9FzAgl<7)##yRa9C5(+2QLzz&LmqnCil&VnBPH>rahk zd^9|H!Ek83W9*c%U_HQoMK~%8FjnLJiOGzTrD8%6hRQE1$wzSwJ-^fXdz8?ySm(JCV-r2Z{v z4KcO4H0@%njO9f#!&V5vJ4FmiWsn=5>I(0JryHOJCD|^rc{b*ONvY?j(=Sn?2N$-4 z7DtIYxuKt^bxYC5COm@GVv^K%3QcS&zU1DXq9Lus)7-odRKK;@nrm~0l3R-|WdqM3 z=(6?Suy~9^7~quLv`9S1&rn)xu@#rTP;qG^l7TDpj<&QFhjIt!lUF-&C|@l!o946= z%NXKmOFQub*KHofw-;ORuNr65h4x}C!+8=rh*4ZZn$ocY@WlhhV+W-L+oy6GJ3*k$ zokdUn)2{+u=qzsF-~N`POza}AhI*xgO1bVLFLSkbDt`UNLA>qU!CF_ZTInZ&mJJkL zxpi9=WuVyBnrpX_Y=?p=1ZpA{Pv_NHJ#T5?qqgfYqiq<|JzR`kmF;*;Qa46GF!#C1C9#S`fUXK=cRGHHi z3(E@Ole34rSXqs>#|0hm2DZSM%^ZpY)~W1R)6F%C?q+DhfaIPsA+=k>dCbE0@eGR2kpoS)p$9z)A{_5I?{^v?|O zNB;Vc*5s0a!D7QarFDXM!%!`tEt)cpWZcvDnSCtac^!1JfGG@wJ{zUeZ{k3n&y}<3 zNHY3fydupM%?5{x66TQmSi5g(+BF~VebAa&2z`n&akiLa;F}n;Y5ZKVmD5}6Y&>F{ zF7Znf{IE5Et9%KVyWg8Dw)OfAP8w)u6>4$DGRYodc-Bm$a- z)9PS>eCCVcw!?vCBURsEK^Ze&Ofkw;k3e-xa!~D~O7Ie~C(n7Dq(7EnuCWQj|1#u% zXEw>p#i-h8U~-33vm`v6z7#jPSHXWN5Yj-MB1evC(?KBuuj zYrQ{CNz27K_Ay5_u#1KbYIB^bt`KM2r=)6FrmF%8c$-dVR)|xas~y4`p8X2m8bvs6 z>C|tf_>=v{6sS~)Kf;CNAC0PiXZ$1z*&ul+Usj4{j$c|sP|T~v7Y6=HHGzIvE4JtV ztd5?uR&?fH`U}eQwc;Z~n^&*1Ae~pvhnQ2@o&}q4x@vnyY#Sq$?RfyrHjOkF%dQb) zqHg-mQd)?JVz78kf>-ifFS-`TUPnkmV{Nme6gE4;)??Ptw#~~dY!9Ry+<>2H*V4jS zcyl&jApHG}^|io5Oyr+pa(^AsG}i}kN+V`P|>M)eP9 zl}o#Kqf;+!WKHGvh-JC--PCN4_%p}fp?!NWg+-9p_K5YkzyDPn_lkHVbexIua{5A&8@A=XOXL2;Nh zA6M0yh941Ya=YIue;yG#@qDJ2abdbx!SuK~+el4LUTKFK9D7lzoi5JjytiG;X7@vq znP^0HV!*Qp8V}X!=3S%iCq*~1J}H)H*0hAik&=hA=^5CLpw_ftVhS;3EtuAY7<-1v z7+w&ww-#dM#+Mzw5A3i7^EI$77R=YcmTMSxj&J^DI(brD5!bFNYNaPmc!}YO%}^<^ z{;ci9sHZM*?C{s8SYLAo9DZRaSD^5o6l=JEmR#nno=pZ52~Qs76T{XT{*j4&@pv$7 z!MObD&JNaJ$GatL4FZ90i1`j=R@MR=0IHtB>41QX$<4iZbz}+3I3-4Q=y!nw1B~{G zVOp_jLHdLTAlTh5%pIMXB-3b*E5Qu=NXN$FLFiLz-0W;kQuWlN6-Sa!7At)eE}rCA zUD`-Vr$zU^Q{m&;uUfURls`WIpO}6r8q+j{rNz{@XiWLD^q26TPOvTQKuDn#* zs8l#3&f#S1<5@UO@mt?ONj?2Z47bP04CNUoMIJ?EBRht**knYyb&}6+0z%S#+U$mqkf=dRZ*aa|5g?^P1R( ztLZ?^uVd9PGn?jK7puGco&Px>r*$37?a=q|s4CQcol+O#uJ3g*#^upCtQHf)tjxwc zy3HEu496LjRyV}`e8sJ$F_Y{mC3e4uiDbCh17^*iF<+>KnCc30d{qFgS=L|=}D#|leOi+kcB zsqD|_hC{rqslhEz{v+r^&g0H zof>IQErZqR)0nT8tOBp61W~}oOxpSg6SH}l%Be?~WJ;3_zEBKL)mTpy{9fF$MXv)W)WSU+3zVs5)%;BBUWj$Ml8|M-5byFi zHrC3~mtrtq1^q3<2_y4)W?|FtbY|hB%x6P(vpF6V5Ea)#99Alq{NIY>c)kf{R&P;s zs$fmm-ijd()>|+Y!bK!|5S~{@SN}{E--*Q4{78r2iId&N8Id_n2|QbJg!9^hPTf8+ zm!jWe=2*&TO>5tad$^goO3Vi_f@{3}G2<|W6SOrJ&@w?=U;$HfPB~o%E%zw2lXoK@ zQ^qIJGokG3BkeUqHW7SNKMs}|6boOB&5nw%XvDiT-j zv?=A9N3=In>=^zc?K3+wcuMWljaias-b3x721?e-(JL1VTyRmfuOq4!&Q|E&a9-et zsvVB1!BNKfYBR@N>YOE3Y;fx#cvr#Qa$G6B$JWMaKr*kx0WcQYn!UH%8T;`5J)f02 z@R=#GWj|_@XX{LtvLJ|hHa3^aXN&%v@Q~hmOCH?Q2M`WPu3Y!CG$$LYn16<5Q)F4m zlOGiDnXY7uH67bMD2VwEW4$J|@dI-IESBQaj((=|WhH+amkot!<35W+`0`_N>Dgy- zPw9HTUoX=2Xu;;~!$XssTC0uibIHqB^782UgGF3~EH^ot#U}Qa@-Tv=yRX!Qf^x-% zO%Hz!=T9(5{qh+uJfbbmQ2Uy+qBAxqLN)0-sZQ!b_Eie30sOR~u0ix^=CZDJWR zn=J-Hu^5f~BDVVub?LvTfIPANcU1H9#PKEFp&&xrlMC5{vmfkS-I8qb$ru0NGP4LO z`MQ>@f4iUnHMIcP9I1GFK`p5QxBmHp9?~v8tIB6`F`&q&dw-_72I;V4ubbcaIIXt6 zNyRy-MI2w$fpOq>H_!r5goE}MT+GwUW}WJa{T}Ah`a72yYMzvv4^~_Yjsf2}u2b*B zk$H3b&Si$0E`gG+Zg{ z($mUelT^XrdL*^5j*B7ekSzw5s{>ET;2?E#^k4fKca-qN1LiN7Pn}XCVJ!L*S%~*Sf(rDJZci_{XS@-|aZfxMXb=LcL2$zU8l^b4BZ zs+FCZZ5Eh51A-1Ktn%}<1GFgFAnO$9mGVnhYkIS*nD%z_L2X{K2xK@(z#K|@%M|J? zb>I)-jKWf9sWfja_L=rNOKtfr_jxkd**MxJ-~o4B^;92p&84a?QcW&n4fS!6+B#R* zi_kqMv8oR@SJ$SP>bx{MboN}*i{O0+I|cU7G1;v+KkrdwTBM6 zN{vc3JID6bF$ko@;-K|{Nrpj7c;w(0BM}A!SC)_RvD&gQ(5%MMn6m$ zP{p$LF&@T8t9@;8rd2lEgx?5S^=B}D4GmSt2v>dLVu3Y5>KbQO)9=PZ-nLEd2h*+8?sj)d0Ot(N1hK}`pDzh)H3p1u=z|w%Stu;_wOmFH_OQL zHxQP4#<owCHrH84r~z+kpJ7LTPc?=my^u=#;9EC?IW!&bu9-|Qg&nmMU>o|CCNzrj|)f0;LmDX0P9B*Mh&;%07G;&3qQ`cSOp}OH(e4M+LX?jmc zsUppnAe-?CF)G!|OXGOQzSf^1I>nql>YP3+S-p++Rg`wtoqFK^!@SM^<`gjR$i&zL zoq_Li`AmORl6vqR44=uSveY27KW?Zo7Hy2htv7V%T5kB_xqy6z^oZH7yZR2WSgQUB zXN}1xTP$|tH_&gDr3mkj>y1`n(=Lu`9AZ8U?s0-KjN=H=cpZM#pKN92LuIKn$Bz?5 zr9?HU24|nO2Hh($b|vHSzGhCO_Wsgf{&aDfj`&Lf+>|v+mcMkC=QgZVj@Oiy8eGR# zFXZ32XJ5d-8y}|ewWZ$NrWeY++ETiqn^R9L-J%lA9g-lP-ygw5JWOt{oe+iO$2JQ} zVrH{xgMK*lsgXVL;LrX7ZL>hRG=d3=G%rjXl=@Jxy{?htj3`%Es&C+1ZU0Qc^`!A} ztw;QKL~sWVBSQBUUq^)2Y(#Jcdqpc}cBmNL2rlv4Cx+2R1dXEU#~kp9`Eb%lgekBE z2L^4yp|bys2%G+4BSQW9QiXD#S7Jo?RCu{J1K@02ZDnst>f-^f@K38RjdbYyEn$b1 zBsY*Ya-TA3cLS*+cWWO#Y#^QE8gHN-LDGyLChz63)Jo8oS>b%tB&>}N1mxnnQ9^Ky zPuiV&Xl}xMK^G_-zDI)_N|pF0j-Qpq4W(5)H+h#5)L2@}@k>_c(&JER81Dy5r!c8i zDd+7x_BV$?J-{(G5HQJU44ahpI7}&FQe{3h^fSE*le+N%t8yu_sWhBV`6HJOHI*Vu zZQc4md(BQ^UY+`6OaSXXqv>q4oRhK))r)~c#oTOISTR_kE_%%B0D8xr>ivN#v3p)n zC2%_p)&jM!!0YuP!8R$VwxdYPnn^C4|4Q1`OzITZYQDxul7q1lQyX_;0wr_QBz@fz zz}zx^((B>yE5@n{WF%Mwol+f(`W3$Qn>mm9h1yt)P(}0bfFaS0w8*Y>L}bw5RuEg7 z=4iPLZ&YyucwM;EhkL%9ibY7}x#tI|W`yKdd+;js^+;2t6imgs822VYgn$bz>a&;H ziPl=<;9M}Gqd%}qHD}e+FKKRs)S=9X7uY{HRZlZb`5W!a+{ryWc@|s5U<_6FTqk35 zsS_Ww>APWmZUxIQpL3VCH<#KuU7gOjjCRVpV3cn%k4m?YW;t$~{SB`!uKqEb4z!RO zIQ5zPpHcq&G%6m6Q9kqc???GBbM#SupXT!IC_f9hBBT8EK-Mhm_GlmD&vpOzQNHXw z);J)U#hE^Yp)P!6fwfV-{X^DTR%wB=QGPaTY?MD}hweN4yHS4s5~>s>_2ULUQ|3fT z*4EDHzp>o4@IyyV9O=axkF0M0js9*Um9iz>&0n4Q8=VKj_h%gus19Tn>xO+;%9&_R=D2?$9(^(OL3wig07|r05}5;i(Uy_=EL`>C@*f?jX)Ic=Sh z6=zfqb(O9exU@K06fITfzl<@`$!O_n_5G6yg9+AxVJZ&`gK1f^NH8Aic%yQzJA$dO zYdrG>#)2IIb{Ae+E1mR4isJGi&x>U#ZG7WsFsBjLKV zw=|V&@T*d`kK|=Alv0}Xm1K^yKd-dxFEzK}M;UVI_ugm&{ZuRNt4_w#5V}3v)20Zf zK&>!dWs3+`m$#ynB&ixVw3YHEN$O(Y9M>x?W=f}xym3?xm6|V&;eP#BnKxg`;`_(i%)CIEOEszYyeXfz-MkpU#Bxy%Eu=meuz$Z5EO2>bpdG%cl>{Q9A!Fl{0X?j?jdq(hq!@T2L^& zRC2PfVGrJA#``<0HOgah=;~4_m}}Zdaa|@2F_gX*gw~TDmH@tO)jxgOhX8yH7%QuT zC9GU7IeD*R1c?(83LP^pLgr`)V4+4Os0l%Ib-Col+x(hC*~=wwt}z}TSs{7a9{UCF zqCwTLp9*DgD?qX2mmC_nLQ3H)49lS^E2UCCHHPOf4LPME&8<2|n$xs**`v%6G3*rU z+_Biq!fQ;0s$lJD=t66O=C732@Q?aKjo=?rC27`}98D0WX#*w4m69{BpiH#T52K3y zx6m8L{wMUjKcu?+<9<0*Zm@(KG1|LcdSy7K z{PmZV#B*D`YHd!iG)4J& ztMrGVe0D|DCiuu1ZDUB=BWeXLn8%nV2qrl^Ew%#=Bwv9kB+ob^KaR*tL zGug5@WH*yvZj;r12kEcvQZJ4>NX2$Yo4B?Il>IxTiw2jOZ5S~P0yP?)$MC2=Y3eU+ za%k-?bmMD#sg5E|=GyP2y^8d!^|d`Y`4p^3kxCl)!*K#d?Ul}OJ&4@*Noqs1wnF9;Za(=e-0K?{;sn#?DlJ)36*R@US#M;5^RZ^tn{Bq+YEdld}rywFK(p#Bs?3_4xF- z^c&aW?EgXd`w2#<>^UJh8n`#7{|`z%NTuW{X`6xXSU-nOoW>wsxqgoF;k0DN_Q467 zd{zo$t%S8M8>Hg=S@84&%G#jggzbGx_-q_I4OHzAo zi47gSBn{?nOG=H)Qazq)okByeN#Tb5q+F9?T~q4fghRk_b86}{>-c-7@PNZ%=Bd+D z>Qd-+X``Vuy}K^?*_E1VZPh%{8hYN1E>o$(4XKF>^A~Woh_?{)4(4t04XFn=fus93 zBR%h9dEy4Fwa$thTnHdN-wDepS^Rns8G}augdNPv$rE zk4^BvtU*$*4agz)TT(NAS;HKq|1GH_$G4uJLx=vAMmD-RkL7=sHTL1PaSUHI&4R<0 ztA>MoUfpKF!Co-lsmtf(C?oDjpE$1H2^x4GO{(oBO1duv`I=v|`Qr^uL16^$TCihx zLhl$mDS3tgjV!?Vg8*t+0LK&nz80W=DgajtaN;lk zys)eV&;X+LkbGSJOS8w!%PTzpSlF~jrdgdZ@xn@VN5fg^#W0mw;}gRYY5vEjHT8M{ znaw{PXvzyIsCCdWgoVUhV-v1PX#kKI4dAiu$r7UhX(s?6F&eP=6aXYf1IC{LfW&CP zuybU3Db)=h)n2m7Z6{fk#@7#~7EEK9Rxr^p17S|UWWg9aNLD3aJYlN9)P-pZ!}=?2 z*(rI`)|b+JZp>fQ?3GmB^EkL}%Io;7F{T;N17Q`uh;iO3IGc|R)))OGCFzwk)0&%d zN^yTL1sdYQPvZPTa)*^{B=o|RPF0ZjXS$l~4)+)~hG9dHi*LyM&w;FsR>2j;o>lsu?8wyuvN%hu4{m^t|DMkM-vT-d**->gTWe-TVtst?JF=;dLALXIvZ2qu zBkTS;i`ssa9OJ~#-??=BfJz&L41X_-~mt@kcFOo;2iybAaC!Hj#Ih`e| zsBV(gjA+Sf6U-HuT$pm*C9CEzBVZQ6?1#ArV~tmq%lD8d_ zCvD+R50q#@zErhyrN59}H1aE~k-uaB8o36%*#H2ITmu6B0f0uX0n;}EKqJ?HXPW?^ zk!wKomMn;=jB6=#K`FV6A$>tz*^hrSP+HJeZqPY;D<}~acGJ(PE4BeZR2oor2LME+ z0grbAKvWvATLFNmG~o9=01%Z1%-p9%mA)`@L6+>n*NL_!SA#q%t{YxIzlF!kb6_Oc zonXqsREKE*69KaU<_63YnD;PNc$(b~rW8yC7}mdv{+|7M(@+$NS^dDED0|t| z3e#t8r%%tjknX7X2=aOZH~T7`73C&;4)iCMl;ru`jw{LrNq%9?rJYw6*~zXPAKg2L zwwvV36{hvd(N-*zycj1trN#or05HNwXY7-Z5VcpY9NJ_r4=C<3Uz5DDS|~O@i^@63 zF(v+*2a!4B;@D@y4W%XXvS@*WT%I2>FH1S-AfGbutLJ18pfXHkoi@~8$wir^FD`!exQSBAo%#L}7=|06>+`v%2S@2fQtLQYA! zA^(0>7Bz5^+j%XUg^p-G6`y52%66|U*tlx@2A3eUeNuH2s5U#vHTeiwo;b-qd|6oR zoaNfppUo_iv@G=|KrI*v!5CRE;jasWIWRMees+fMg|IAUmSM1@ILlpXII>_0lHJT- z<%`0i`XTviEI4JPK1xOjxX2xOGc0Rdsd&u?qlo?s%Sw?n~*UZS$_sHj6@OGk(W#px$pHD}M?e%)V zM!HwGXV-zzT0Xr!$U7U8Yth(D^7E9-+WeS+ab*6?$OMVnd&=efc1~l3cn)m1%AEZ zc&;QS`Mz=)eiJN{edRy-1tT)4Qh9kucvu{&?QCkcb^H_4sBk`;HKP1Rab3+<)k<)} zKCw9sQ^m0QOQ)U3++u_k73zt9*hq4(NM1Pq-DPWOjp=EvVR)t~yC7F;nLwX#1>Zz{;W?Qf3%T6OA~@mbW{ zPyUI2Jv5Wf`^m#S+*uG%)@VK-|G*SdKWV<6o)A81K0@eTQEtp1n2<%QD$2ojH-}{6 z!W3RNoj(OhdtFifq0&;Ikdcu3^CxK@ZLl_*#4^I4hr$P(RgDa@LRKb$zIi3No?W08 zM2aPdIhAC8K4)+y9jzpL8&)Y#D#>*?{&i>$c~zBn@o6=AK!*PF4V1#ZW7pG@ z0Qo2G)FoZ4M>lKA(Ok8qgv*O< zxSt*>=34R#L)_YOOb&sCn$*Lhu&7A;k56&^G{4hB?BX<|-lRnKjl4-48p?iL*_(8^pG*}+tx}v-_HdQPl>Q-7J9Mp^OI4nf=qmRMz0LNe+w+HS(sgcDM zErYo>vFpt)b0-?xxd~VR6-qVi=w682Bk)ge%`x4TIUWi5l;SnY0qctuI(mx*9sgO< z(2I2RVpl;K-B^BO-Pw>%r(A(qP~{}y0Fd085GHjB=;kb7}IWl=z+yudybS_@6P z&QE@xfVQDF{zTU!QI2C0h>w!5@Z)hh@KzKWS-(#-r-STf!;T}I80EkSqg$dw$e$>v zlU$Jwwv-!jD?TzJ7jkYT*WlWJRGPPvn{&=%y|9Z5aWRvPVccQ7p`TZdvZ0N<(@^4y zNlWyfA}gYd3*g%GLR`IRZadkD`}l??wnx|(+sXbmHaL)ng62hminW&;a&6yGWP914 z^U{b`dQ5zcmv_w9nx)&5d-004b&xCb13-AMgY4m$X{&`G8CmMs*b)*=!HGgi^64l~=J*e^t|KNs z$80pJhLB@j=qS6|oYG-;!0$WC_3T?cVp26dG6%KSOIBj-Ia}@PNBcU-bvz&7g=gf> z5zPz_VEwMGBa8=hWF9AwLua`G*Xjke>MVET-es^5{OEFLc{JD70*vY+cX4--v|s`a zT50Y<85|HbOnHp8&$`GF+@R-Fv#VU2tMQx$ca{I*T<$3@-QLGhMrE!p6<4Tqx!x0}I96bq6D|*P4xXOF!R1evgv))VZddTzL@37d+ zZ}#B2l-2t`M>!z@xAX)I&Y@L3(G3@h*7U5WT;KaB+JfbllKHrH)Bv(g#B`X86zhdOlT=-K;i;>H7!za+I7&(&b{g4{;LN+Ts zq*3hq?g9PN3mkXZ12XiM8ynmxv^U6WJbx#$3WoyK?mYHQqwfyg!QB&jKv(FW2La{;PQ| zpns^-C+S$KH$Xnqu)}C1j`1pe+XNzxQ1h`6jPD5#aNbxTiwzkzap?!rwCP(BWn zV+;n7I{qY2;7(kpD?iDvT^EgDDN!Mt#6y0`#y>J~TszTN;}zW=EHC384y9j*$Wu6* zmy|z5_Novx9EFWE<2IyD|KX!Xf8~YtF5KUkT*U_+c|lEw%05+3>TbX5ZX@6pVoo=0 zK9-+i+MHHDYb1;BpiVR91<_F1m$#~zNr#5YRSc`>#ZcM9dAlD3IhAwb^Mo<|!~3K` zhBH0-u0)>0OXt?HOY#ZelWveezm|1=XqVS8V+*|#^nZ{JBL|)Q?km08Gj3FVVFv{VTXAP zQ|As|j)$R@C#_2><}sKtb3IQf6~@UoIIh?y;>OGMfRo-W`f*7 zZudwFuh_rDO_a-WW7DYoL^)i}d#Iu5HjSAmm-l_GgFoJ8#h~%Y9wE^^yLZDu^a8eb z`xqUbD36fG>7*BLQG+n;uQqC(BVS>vTol6YGb^XM~66 zpBt9}(*5xBEC^3qMWPsDfM@{(8sz@#-zU6);2oj^!SB~;4jr%GP%@ z{LX9CC0_P4tfq1C@(*0^SM*Q3T+^^xxgRgv7=V5;RUU*-r)hFEe5Oy68_DZ#X2O-10ixft46oif`5G75`6AO zDv=;p;Nwl1)F1(quBGoKWq5*oo-?>ph*>Tjx9g2$bsNU+tz^~b{kJB>f*XME?Ek_2 z3vf-}>3-7w2lwCM_5`L1!u>{8Va6#L9pSBgg4=b_gcF_3&%t(o!JBg-xEO4Hqh6cw znR3nYaDIOBXBw6yuakG((8~Aq8S+e)OUp}i@YESA1S56|2=Zj00=jtQs2IG~IK{)08q(Zpkg#NA|Pi!JOAlnm9`i<8JJr z3$xJ$Ue1!Ma#J**5;dJICvs=DGnZNNRAd{muRWm*oFkVuaIV{E`dsvvTU+VKTsh7A z7S5Q#eSA7g-Ln~Nv6gJS%8*!yB^vvt(}sC+KY55w_9;zqoiE=vc=QQpP2?U+YiGtO z8p79%^IA|@N6C4iJc=u^N$2=47s`_Svp(e9*jR`&@hdleru>C+1HKn54N30G-UC=d zaty!fAI-&&d>6^RcxOO~i{z=??_0^VSoW@5rHR%aC!Aq7-#yNz;`+}89HC^}`wqHO zSKVoQDs@{dx8S+0pOwEB%OM=MZM~KNlQwcDl+jc5tB#}=OXcExll5BM6=~X1*?||< z`HfVY`*zSIGee`PCsUj5-QkTP=Ib zmvzuiA;TI7#IE=GOwHDy8B}<$&>DGyL0W@rp!=uUuTk9plxG;^wZ(B}01NN6^v^mu zrK;6FEwshkw3b&9=`EvUX6P6fU_Rg!7g8O&jTWz$Bjhr;1P-v=Hp*BpPvX1d0`Abi zi2*f60tzUb>qe}ju_iIm6cbHx)mXp+*s!FCF-BsF7tzF+NVDwwo_iNi zfBC=n_VbyYnKSiHIp@roGc$%u!rS{?iJuz+h14^jK+7T-_|Z25I)gP!$rtgsC14t; z1J*1hM*?Pdw3!GPta#O$q*$FM!?HO#B_KCg&#TrH)tX9{b0{7>GzTeV&>o9CdMiE3 zzjlf^?mB2OCf$1N(q^}LDwT=6? zK~@+9G@U&(%vWyLhWBt87B%g#6Agi95~tp^NtIz2_iG}FIV_S_x8X_ z&`w;sql%B)XILU?;rMx<;cxMBb``(4-w-FxeXELhI$$^}zUQdo4-Xi6h%c*-&djsI z>IVPpZw!*SJ*$e}|Hfbu6X1CEpur}Z;dtvH(p&}dgX0-qauB2a1Nf>A8afD#ck*Wr z8Ac284*upLEWv--!8aemP;1$O-#%pMWG;(C{UeSgb;X#eyHgnq*EaDkhasdpA6>03dGOL6;Ia!b9l^bO!Q?TrfV8&a!*p-J;*&mbvGgRAk}>qMV9nY-Kl%X(^>VbC3h>;{mTb%H&WdX z$<0)^mf}1DX-C0r$bDCJpQJc{sP47o{!w+mPVPe09Z&9~s@p>Dy^p-qj6UG6A2GCS z@G)h$3=uq?E$<2ByN(z#h4#&P_Z*0a!1m@Cb_$c4t;;pEuKV|PM1MqB%&EVQ!CpIcw)pH#$I&O#v+t6C9rJ0c1hq%pe0t79owZwykJRxPlL#yLji+s=tL(BG- z&7$TQs%F5alKra3|D4AzLG=m#{dT_cgrV`2h8N2qxyi-;Tlda*R8&0W{sp0(J+b_HxTjK`kjv8Q|NcQzr{?E9Sz8WFh|VH&_RgK6EFvphqm_FX9ka<+Kv%=cA)yvOeC zu`4(7=kpA$hJ20op!g5pQ|%IuebQrpM0Pb-0jWhp_eq@gfV!?H-R*bObobujXY&lf z^-ede<~fu^B}SK!Z)ha?Y(HE5{Rg}8;8TXUku$p)G_S(Uhgku$7G@*NyD%v*=`aqM z9Wc9KzJ#f+NVQGmN?+0_9*@=11)O~AY&@0w`zb@)X`^xajFjGRIAsygSQ3_c1@gg( z06Ih*^)7wUV^6l>+Kzhi&jW-d5#$?*e3U!lR|@ zzB4ov_q?R%f!`V0`)yxGnfN9vmVVGW9`~IgV3JZO;xTI-y0eU;`|NeuJB8SH-si19WJMb zpE7WC2M=!Jp1^1vwv`92ui|Ge8(yh*kyp7LDKeB7k~-quyrC;yLx046pm=*Fc5{C+ zOlvbO8>?|;t(w#huaqe24+ZkpRg`OTeG(f^MbueW4H4~sS*p(5l($to-eX%m_I^)z zr?>fqtJrb+bDEyl``Iw9$y{_8=>uDd{^NjbA~kZXe8h*Z_}S2tjSsocHA6_>@H1#9r*BuX+(+>eg!}`}edg)<djP`QC#cBpYqc;dkVX2rJd37l2jS z6r9Mn{o)Ti^rF|rMBVI_S+u#I*+}@V}Ize-&&%kd&gss$WZ;OJmJ;$ z$C)a8N-v6-T{;A3$zbloh^R(07$ZyrnAR{IV8UP`UaH!K$U#a|6wJAA)bjrf5lV6Df_^w`PO_7ahI{teqjDIS2+W3Nn8GuY$t zZ}!;MEbjQt&^FxR2_NUNdwcAA%hYsD$X|`^$;QPfPT#T1_>JET?>6e*KzRCH<5!ng z@h!g_xH$JYJrDoG@JZv#^^{2T_A#B)Hsa0`*(`y}`vXGPe)o9G8-@jqTC0&TB0aA) z8s!9Vm!ID-MESP!BQ;Ob{5)b3*2#u75epoc0cA-Iq{8XhB+Ydnb4O)BtLS9%-*kfK zcB!bG36eF>Dz|?7u8C1k0r|GL#m~vuag&C6@rEUa@_L6BVJ6^MoQ+Vre5_p+Z+_Dd z(r9;Qpd0Mk*}!3%)*O>R#YrC1UcPt-)WQ;P8hQ)gKIEU=#Htmyfyy_rK{4hb_b)Z{ z@7VSsj*8(i&LBlOT&i%J8v+9Q7lQc`OtTfM1$*#Bw^{d)FDW(jZnEcrpnJoNH$qN^0bs(BB1MJa^8{g3d_TL!Z@a6}ci-7;(yG7s~TTZZE;Oj8Ks z$XJ7XeF)!@dBtY3ej79OIMLgYO(9OW!OX%NfAX}y3=MhtZ3uMxAL5~Z8k(3}*Tg@T z7CteVmScX0_@qA#&-A)+usW;L$oSrTQ6p#I0oBZ$1>TXSy=4~DuzMH=xlhFUYre=2 zB3~1)1*oAUBaM>GPzy|?qhPj zA=sRqM!0zMe<9|py3M2h#TR_l0AKj8!J^xJ1NpBUX*BCOT-m(kN!Cz!^9C>e*KkBQ z^ap?U9wy6}yRL$JhWSD>N1{4ApP!@JDIPr1WRB<>Utw_TgfD;K6CN5~5}Suq@%)E| zaHhW`D)*S)`@v;+WauFXh2O1>WbK6|->sd+^XMn z0yQGEDK798jQO*#J^o!6_#Vcd4Vk6*Ps=YT_GEuz{=nNA6`oQa<_R5ifu5cB=b=WH zDK?&jqhCf=5c<^+EE@vplITixaZX^1`|-%s7Ff zINpeKyb;b@Zr3&BK_=E;cyxv*m{_}p-=3+?KsjDIJV?$x!#A5)GjaPF4bNSqZNYyu zv9w?Tx9=SQ_ksa?l9oaxe{TYSR`b<>;!XTbKi1N8hyt*8KmqdZP0%f3wyx6&h;dvK zdo%$^XQn!N6ajD)N=eph6Mv>2Ix@E0wX7a%qiwSLGZ0$kik^AsnzE$+bR5|xZ#eBb zQJ)2A175`7wmDOR=-uE@Qkq3Zsy@L2yOc@|M8VGpr4=v|w8nR%o?I-Ds3l3Ifvqt>;hRiNRoa7y* zvtE3>nfVBaHp9$p&3%5=(p^t9dK^Rj=*lNgIRmjaIAdnL+1NZ(7da2lVz026GDL8q5WlBA7p5Zo~Zhrh&ic&rTS2KM(wh%=~$eCajIP z>UojJH(@t=?oPm>`vJPra+o@XE;8y{THkb_*!&uH6wP}m_$q>>m6j0 zWMyoXt5Hjqt4;mgR!(m*x|0&=xX=9kU?`_kt;^ZZ$7lE_qJwfV_5V=}IzlTpYwgUU2k+gYt3b6S~IAiH~W`mI?`Z z{O8uJBYmAuFnb};{vF0~&7C{AxvF*?FOI3=ZwIrM!mjuLXpuRX98`%8aDbR~ zH@zYSA;>iTPG2KMJ*;>!CVU%C5K}es=ZYU?`36w%HpSZz-nQgj zN#3FU^6TG_h{v}*V7PcdUZ}*vDM{Z@Kyq)^Nx!a@rx9>=N15fmu^5M+IE0NnN9HtiirMGZq3mGcOyoRR_=1;~Y)1iM)Sivuk8 zrbxi=Yk(6JppJk!HNaQs`*UyV3HnJ5^mQewHv!kx02e7hF9I$GklHvL6-FDQUa1IF zn|hijtgrepZzG_l8=@(*)x;qn$tHx*=AmIiNjJd3G4rl}=o|9P5SCnTF6cCbA>h!? zM}s{(wvij#u|chy)q-jMhR82(q*Gmr@I<-Uq)@+pm5LYnjh@u`#Z3N1_O5k zSWV4n0(INXJ9cCn+vwMpxg*Q+grw$WgM+l{1tWh)l)K>*RNt?C%lWO2Y>?1C&DFgV z>!@uss}FS5rUpGK8;Cf*ByyI=MU=bdb!ItQq3x$UJd_0oYVfMrV3Y{tbn~Pk44H`?p@~NJSLTPOP0uEKUJ$~gl zXvQNv(qX=c08BlcZOz%sf9}e%*_Id@<%RMO`}l%xtedznM&!G?u_mTB5m3?#Co<42 zLpqo9@4Ep-b}#2;-B_yz-*qo{qv4{WrE5e4L*%ee*2S<8J~E6+!q3NfaTsgnU#~yu z?)-{V`LUSPBQff!pa>Ul(4EZ={b>ij8kpug#eM@670YKFAXk~4!=BK+ihWxCYzJ>S zl$rU7?yR1$bO$f$&bl@jNr8`d)qowmc@LoF6Md`rkRI%3F{4j8@6eM)2xU9?jGpWR z;qzQ>>cyG}|DNaVd$F)k_jam9p9nK^c}~t>#DW6?1^<@J9qYCnZl6m zykR)Ar#^U}VxN}(Rcze&w7CDFQN~lE6Tq z(-trYhswK()fdmi6w5LHQm?_W+#5Mo zeu&<`*qaRt?Mut8&5k;4gPlaSo)@KJr^g%p5}#p*?q4s@nD<$8BTEZV?T;VXJKme zXDh^Qi^}-3&$27RfZ4oxBxw3ui_5q*k|hX@_qldNvM;sugm={G`ZLc7Llg^6J^Ml# z)Ew?a;iAWoC@`8qQBn*z2&*kx8iTV4=Vbf*GLoz{0*7kK_)8hig)--8-Rtns4x5!s z0j{w?$vJZ0R^THJ5Gurtd^xo6s{$liY91^<_Y7*`5T(I>7RMmJXvrto%IjL$8!f+G z_gDi{lA{1*6Hg4}Tqu9Fj(==r_XMcZygP^u4?MF6x3+6Z!(RFqx&TAq-ZuObj>R2??QPw*-uS;%sS7+ zf5j7P`YK)#%@ztbSMsDGtOxsYC8a(sf3gy{A+Y|TGZp_ih%yQO^o)q{gjzkR`mLlH z(aO*Se&F~N&YiI=pus=cNQ_w+9ic3P&dJxa`J$n0Zi81m0k#O`-m-IYd^XqG*%F~? zInT7Sp`o`vK?55t`=}R{HXitR8wcVFxO_UqgoAX1t0%1lu6|C4*uqD~uzbG(lToZQ z<&rwix@S{+FY8w(SGVxzotP4al0Mwy<7l;YGpKO`J2H|2d2eWF4H;7=?0c zCyyA8^+6qv|Iu=uFq};kwk_v}hqIn+1`g#?V;3bO!afzVjN44-)!CfGoV?{7(Y3CEygKs`0)q7F?KBL z*w=&wQc9NloGtf;&L*a$S@ze}D94GikVF~_BydhXf#VDAyrgVzv7RQQvZA_8uYRAE=Pu#5#sP<)dcKUC z$78);vY7ueo;9gkxR_?A(#F3Up*1)jlxFKnJS<|(yt<|EhLTCA9C^gMYB z{$`~P4-ija{n#ojQK+PgEBK-btfhGl-f~5|hRS<=l%|iAccIE(OkiPbY)duj^))KT^nXPHQ^wcEvjs-o_XceDFVFb*I|KKh#1^uC8WngO-n1;ZUa!6;%GP%ncTFK}lmlsm3{kQg3|zmio=x z-{1!l*ozYqtILhTb>&X8&6@^4WiS94pr#8JEU=W&l0glRs|jzVhT9RLgf`>U@C7yD z!b863c{bkXu2*%An;!7%&$FJXni|OX2eqv+Q$KUA+nruf$FvM6Rq3$hPu8uX4!$%` zEk}nuN)M>+_2m9cb#Ef~d#c;JIo!+>A8z%#{?Oj%>!+}8g07sOnZmjo4>m)PWR#OK ztGID0R{b4r@zqmVSkRd5xIh2cfIMBeW;&X3%JlU6UZy3Nm2M4i3>NtxQ`wxcjen>_ zt!E|cEqk@4fi~$Fgci{zYrg5QO^~a;$HPaElc!hAjWR`*KM`6-{t2P!70F2YwYIdG zn(mtE@X$K)(eL@EFR)jHivn*x4bqg`3;3(k*edNquA9!<2w@9I^pzp_uHt*9vxeeW zJm6I@osAF%%;(KtgdC~afHGIqi)^p9+mzSP{h%`AVTYAPJLdV}#)`6NX%cw-D@iyc z?-8^1@x<%)8t?cL`;m#LKe_)TT<_rkEMmK2nMAnIjFYuTq$QBnZl z?${7ICwPizYUBc%8nJQ{T@^2z%@%3z^4DHr-)jGH4W7enS}&&&`N%8zx zze!{}+x8}C!(LwKL8fZP)0u^eGz{IWjEy2mtHBCC9G?fp$wk4D z(`k)nOM4-BNQK?mX~P)c$_1=t`^+(-<_O8Nr&F-qafk|pEZ}k&%`aRn=_G*s8E!D{ z`Z{Y}$DgYF5C3@~YwXu09OCOFsK?SsU9zo`FGdV;#%Pgue1o;9zYc8r;~%zk3NLz{ z1;&mcG=lLKn->*4L#vcaSZ3f_EPv582?|e%Yy2qJG3x+ST*02;INT0L<0C-@_rO3M zw2)cFm$p>$w->S@UY~+O%X1R>wS_ELdzf*8p~FOLn0Vt2@>Xnk$#TqShgEv!@O-N2qn^ zvH=U7+B!(&L*@;Txn&)8KHeb z)YW~-BxOFu(uNL6*KFxI-o%OMXBcsIQi}9OG2eF*`8z4Bov>jNKas+6QU?#jkS0MQ zBb*Z=_qwV0g=+sZrI<4iTZSlNOH2AmdN|Mq#^ujpwCqX-6Euu!v{gWj7S8f~8s^7o zc~QJlABfUC_aM&%0K6&WpNTeUR`3Fw^c9cj2yt4IRQ7_GNsAm#&Ey%W*k00+XX{M< zc`6%eIHiFnd5KoTpWSV23ezc(xs$ed-vtVug}CALDm>M;gE1V*<{X z7p<;z=UH25Ay$|VbYaTehc-@&(F*hcg428gc_ZFAd6ZIj$p)#txd`hjv?;{FxC3i= zxV-aarKMvoDVxc`8z)eoIZ|%mk``_7!z`;7Dgq&CDJ?W4T#fOP12}?_= z2T2EF%1MISq7RZ{|2Y5*8cGG+dcz$Hq)T=EOZMTG#mqm9-m65a#?^BHIr=D%PQY9M1`T%ukM4x?jGcNDFQRa5A6)(iksP?t|70%s%K^f8zH)1)AF1QHpJZ9bDX(0 zPTJB+-XfDdBd+UN#-lUYKJiMAGOk<7;s%8OPvp*c+abH;095}lte^ki@VXQpL$V;c zn>%MT-?EfV&|cet=VN;&h`kx)EIvMZPrf+j^TY)uos1IhVl1Tux^9r4^k#p zHg-Om6W?%7owQQqP3ygLfV-mTp2KoH_v7pS-%QM zZ82L@#_`;2HqmRxpGeYvJP%&Uf}RU$O2eFXJqqMAb~mnDfW8aOXuKHcGz%2<_i@z6 zG-V@c%GziLWfF8Q&7%;iL!QUZT1}Ja4P_ERZixW~f&y8#PYTf! zIIgH+vO0Hr7C&W3VgCYAVTD4FS7t4#>VTd zVbA*hHj;KTJbKam>Q}lzqk;O&*KPi2q`;T1!Ghu3d;H28W*@%zJss5M1nFmsY0yt@ zbKVF+Q`$eOcc+&CpWncO+p;BqKL_{-rWMwhh$)@DQ0g{stbx@HJE_ESj1c&|wX9#y zmk?B=3I<*5=brNSe!{Qla@R%LlC^A(_|tO&pRkU#s5b(G2{S27vGkw*C8)ZwTh}pt z>O>;Mn8w)Cd5EhT<@4`&{K}rr+Z$+42N`+xbWXvQ*016ixZ9+Fr>-k4i=}5@sPFzD1h1Xy~~ZVyMx`KfTG;`&3uyS&k|lB#uC>Qan{D^oc6{xt^-j zx28(%l`6$4RciKBmBye-PgW@Ii3*)LgBvLq-y+>zR4V&6ab}lOQL$IZ35*8~Tm2Me zI-rGW^jo*0`{c&8wcLkdWC=~B)LLn{Xr-1M0qSO0CR}O#zC20|*W#&K?io(yLU&kI zB4)?bw)-5si+w!{O3lLTLcLI}>E!ZM>kFzPwNg#BI#RV>TvO9{c!fbDUqMA`tF?hs z~Gtv=8PC~D~gNPVs4Q@W( zp@i<0t-J%&tHcOWBwtL`%+~$D@P`|7zTxm`FO+HMY7WUMq#Sazu zTbn?M2ZQzhY7>hUBLTUwne}Vzjr}-OGaDrWeX7qL{4@keWHXEA8CzJ3cF~~8N+&N{ zwiB@w0qF`)e7AYz5UK%|NUbXQnJuh!yG{xqsY$;yL{5S#w(&q{GF@%nP>l&D$>=th zM+@A4E9)3i9IcLqCRo7JAdveJUBq)>`D%dr9N3h@eAZSrw%JQ~U(7C@KA=J7xW9$k z3nobJ1P<-ztt`X;<-_1_rJ_MAsi5uwO*62bM*rJ_6FY+fn5Dk6Cn+z;*Pj z{5bu(j-=nyC2wwhr09``;1@r}rcv^8e&S;mG)}@w0T0)lq&uSZO%WGor{mU>FJL=@ z;7iC-?vJkOp!o149(g<6P`%*R$lGI-8W;PhUgawGqa`T>hfRu3{qY0n( z8QU-HYvKy}oVkPsC;qtSwnlUeHZAEur(c}rum0dS_pmLU5AJe2q1PHj(3Ox;nITd>p zkr`!4Gs4PncaHNAo=B!a(&LRTB9HuvwGgkS*WpvXVv*t>>3DJMEB375eVG686+0*1 z7^vm@z6J}AgVr^3hIxT0JvL@VyrY5AOetXMp&FXJQjV{7g}JJI!U zKl@GV{YfD{w*IV2Uh)k~6Gv{Z@VY{_z`^=-}nb*)7c3b(<#Z5%M^bl)5eEGuvvw3E}{$%r* zL%|VKYTqM`)#iE8LT5(~;er#Tbq=->x%&_c(gh$>u0770@VKR%hQKd^4AZu`NG8a_}#;c-%+cJf)IPI>9y@lT8Xv>Cxj=9j}weS{t`wLxz^Os{=$=_dM2BYn*^R3cOID zf6*xN#C+y2c5g0nDW7%ktzbVzq5rhW1(hzjVgjDTlOCE}e>#(^GRqc(*rr~xiBRJp z!34@K`T%9$kFVqv`K-NnA^A?i*S>)D@P0Q3zUA<}Sir))*XF`!hi^v#V$LLAQ}`~E zuMMS>CsuOfNvKG1Y*j^`1T*pI6&+uGl7+Rphb^zUt$?R2{wULgw0BMQz@Oruw4t~3 z)$(7UzTT|Y(;@TvLRy)A+;;2?5Biri$^q0cCWL?m@E8lX zoMUag=2FPYFg}|?UMA10VcZE%i@W4`E{qP)FA(1BVa>Qro3g$wpvW#S?5gEkzQwS) zc8)D>+84*X#QnrER`p8Q@VUwEGFX!=ITe};dBEwhLV?6z0hMr3&|ly|wv zS_$81`N)fqR>u1CH!rf!1=A_s*G=m-*A9P z%JGvL_Jow|PgN>4k@7YWcboqlvF;fB==R)7BOEn^%A++s0J#4OiIU)P$i_mm=bw@vNxtiQPDH z_Ps3F0fltyRYKr6KYY4$GVV7@P!AmcjzCD55j@)F@G6a!8^%=UL2>VtcA&GyZEX;l zLaz7EQ-M^AQXGSsR|a#`LkmbDqz` zo54Q#+SwQ8Z)cRp5V*Dr?G6grX$ZTm!_zoF0F=5A`CP|*!C3ViaAc-s8+N@Rq`)>VZ-X% zPYD{63-1-H^3wg7KlQJ(=(>NOL?t}HwL!e_fwO6u zcPBFAc2aAoVADRsHwBbd*=I1hh6?Un`&1mq!STR0mG0HCdVhZ6S60|~f4))z-b>Zm zprCFOakc&E;7Z>AcNBI0H#SquZC&Yt&!H7EPwPYSWCsKZp63Og}ky%}>@b^(3Ujikjr7ge-mSBg}Z+<2Jyaco)?d4UXC6Q?=!L%_}*(#hl_aINrI%UJxHOt8{5^ zvv94rEWDEU{S&8p#=byk z?38bN3RPJpHGNV50O`lWOEmDG;d^@Fx%o8}EX2DQ`j2umy_O%ZU~Rm;kcGSo?e}*D zYxwdfQ-D33zBxoqW}<3v2UDFU!;LFu;;PF=J^n=;r9jld-L99bn2)x}55Q@3+Z(p6-RNEA<+e~c$E@Wm?qeRk{~iD4 zJ_~CRIH3#=l{w90{wF#V1uy)-eIKxPjegjBk6ts2k>yQ3^yV2UE=<|Q?GLbsOU9sj zzF(OB5rfvz#M(4V3Y=n*DG11yDqdc>Lv zZJ`$muv7hu5p*gReqV z;g}Vi7$cp5)*^TTYy!w1?&CJC(JGiKTr0H35nAD!GVTzKflW*2(CXt69ZCzg&{m@F z^YmFS;3J!f#?IaY$=4aa=R{*q!K|hdt#c|}AB)DWy5?P>-a&iNuWuJLR_96!gl(6ml6Uhq&J=%rN#NVOjnH?0pC9rzcGNYfdgNZ6YH!3v z1By8Ye$HUr%dWhI!UvT@w6)IL80>p{XH8CDJmMXhagH$iExwr<`{`O$Q2ObO_`l59 zL-%bte9sPP%%hCP^QrQ^M{dhOji0hL=5LjbV^9@mVGKHbV-}%+5EM{4K1$kL0NH_M z@qLKqul)DKaWV)##6a-OO?uXUx-vhg0jTG#lN zcyG%+{<6s!((}V-bhKRU_x4pmS@7$BxdKUYtsHr95Vk#QdDQYL$gSr;yuf6%*Xy21 zbsN1v?c}OJEpOvzY$rY%f)V0pY~*!21Cj6C<*)b|LxiQD@b!MiXT82A;I@1GXFub3 zuUX`2ahE?^&)BNoRCthGqMF^V04<+e&zS0aC7r-DjB-)Jqk6^>ZR|HlFA;Y{+Huw} zR5@#yk9#$vojw_!k-spZ(v@7_h^H|-Zn($4Y+yVo7H_!cN^NNDr0o=%MmfgB$zDY` zK!|HTRuJN)w?pC+JR}Z{+Z3_n5AN{GX5%4Y?^?dTkSWU`ZF2~$rfc>_N=*4*QNG&V-{y#7wjnB8%wf=Z^ZnziyC zp3N?KL)psrEu;}sB9jD{l%P#Wo8WJZYBHlXZKv9_ceC&DL;l7#ZCjx}$|qg;4#kqr z%@g0!fT}z1Hur8~wAU}9B3j?BF2b<-9-rRC7}aXZhMMX<^H)vvZmqZn$p;;gPZRi^ zqk@?)it+XlC&eFgZTm@Qsw0-%)ABE_>nz%R{NL-k4%*#3=vSRvyW17?n=Vo-hX14G zQ-9aB4tbl#C|X&L$A#(9(w5!uTBR-fU_mlhBo#zUODPK9`Md6|#>B~CTy}v;)mfcG zu=9EvmzKDO|DoF`imSF(xNeu|)@j9)Yb*HDQr&8CWUoqB^IN(#dLDXL_jZfGG`eXW zkAnV*D`jy&8Tpun4>86e)B5m3!FBbnZipymrc}7vm+9OO_(_RE<>d*)EovEcnKB*y5~vZs%CPDCb~N-u_($pLt(5Q_L$U=a=v6I*RVkwcPuGt~dXCsJ=n! ztl%{4-lowk&9`cB%NlZt^Eb6i+-GXHU?&9hk?ZZ!FA%!gL2x7K&qjZ-^cP2e3G_FE z{u1eL0ao*AFj+9!FzaEq!R&2c{t3dOk>_N!7qz1XBzn!`y+XIE?COq{Rv7 zU3X4Io@wc~$!p`xEX+K+HtqnW+UCO8DPn(v3dmt!v`9`D&*q3@*;Ck+PoS(G$vZgf<{ zWS@D#?i_e6rZqWG6bwNl&cg1&eq^A~afp82Ka4d0efGPk7wz=KSKz5SOEc+83`!_K z2^LQgwz&hWN)fz&pgv#<^0FW=OHF3cq6s`$iYF5b<$@;2ykg3z1LOu>t!U|9^dZ!Q zerbfDE@MFgTmLSEKR{m957I)dRr0bsy7QX`eGlzf9>nzBV2xz@uCOvy%cTNus#bte zi4v#TMS!_&}dIvMoEcKYPw4Nd?*-02lPpaTkLDWL6=$dVoGOA`XlYr zZAXIxIF&jeR6hQVhMR-*EmND*HY%pS(e7wx%ePPilghH6E#g%24TYmru7AJ*G$6}= ztkNT!GhjI_Kb-x(zT$Q(?;23w?nVO>3m)_ro!V3T+~&wEKswT<3X(5v!_31{;~AU7 z-|k58wmBB~0Pcc1P2mKpq}-KbO3f*yPaaky72CN{cL4 zMwi?^-tDH3HZ9#j`8h}WS=@!C%+w+cUi8UrOZq{jj+%Lk!piV)q~#lG4-;p;`WdO8 zDnWCXMyDS|d4;A-dU!Uh%+mWSCBU?_3>{BYDeShg>nuh~CVEvbL<4x1uCAib?G>G` zLnEM(50Vw*T;v;KaZU_=gmG77={@*gYtxICwCi5*{seEaX;to{TzG!7H0V88w!mvi z%M}5*h0r^EPhEYZI?IqSiu2IA`i9l+A$9f5VpKS(P~>9I2)pq1;40g<#X}9cM#!K7 z88oad?SZAYS9M`J1bIJJmJj@VcU^sBuVqLT#VdH%y7~q+o}qR1O^16z9xv=+ZDIb% zp?hs%&EXBIE-e_IkjF~v2!E*ZWnRmWE{gkmit~7=xEN1JO>xqh+QPz-!Km88`obGo zU04)6w#N#y!yoG@4C$hHxTi3WhYFjpO!d?hhK3ZYi%UQ56P^B7n$3OMlsOlhtnR$% z#V2%x0@Cxm?a~K1)YlQ}5K#tb^}sYOX@KZ_lb^n2$1U$Dq#yH1A^oRiCjbfu87aSa z6ldy)LBkw~mL|mV*)iVD_~#`?J>R_pPf-MoGWuGb|4G1b`+lN7rce+FSpf*yJ|bj0 z?NSL82cVG`Nq;u_i>1Ff{_z8Ca4Mc;-3GH0W;e_}m>d`nr268j- z4`KPp@co4TlY|R@O4sN>?@@d@5vW@-tpMq6%)A70o;Q zi~td%I#x%p>p-Bso^}+d%FlG=EReO*1VmG8(lv#qNau*8;IkBp^3wlO6i*$WpeQ+C zcqmE}g`C(Nz5idx$#Q(1U4mxMeTAa*$dZVn1k}5ZxnYskZli&MFMqy>h>21^(30Iq zq|y?+!&6O5LhX(jpe1pjB`PUNmCnUTxMYoJ38j#I#}F+!PW%bcl6O6{MCn;imryG> zX&}gH>AabphDHsAI_|)Ps>g z3R|ez3noY!KwF}MWgxd;P?sD_S}{^b1>dry0&+(|jCQH6Y3~JvNJvo`6m^YUi|vLz z__lbUL5H`iqJk?Z8{K2sfNto5|05HMxTfN-0F#Tw48siKGCp*n% zNr&`CW6Jp0OQS($P)kr3m<0Y^8+}MBTrWV)Wd;pV@a?lS(&dO#Nu%cuw?v$r*V#Eh z8&OchmOh5))ThQn<>tG9Z1JUb498IEScjw1sc1suIpD`*+v4;m1dvJ?INxx)!@AAp z#Qixy4QVLP=Cp=xgF6duFtlb|!hmqxB8aA?aQUz8kUp9A#_YBNy+y)h-NP?+(0`=0 z^Ti$YcK*pT`g=Y(h>19R5W1Ux8loTC2k*?K-#41p=Gt<9(c7H*J|sO83u2`2>>V!H zo$>qZ9WG-f>TOY4Thf|7KWY(kU)M?bylXps*HoPE#B|R`(?nv*)A9&dah!QX#jG{rEORr%RUSQ&7k(W@KQZqBiCU{98*T02&tZK zDVStI7sBJ)>szJbVfQFWtp}?AZLv)noozFo$46(|-1(ODd@)L`rp=A>&ZbOo^wi-t zG<&GccnZEjffaPRFGZDNUp&O{5whP#f?w^?)@ZlRC+?WH#dC)R4_CeZ3yp*m2hYI3hHs z#*yOfNb%=GI_Ud`ft#`hVe`Jil6Ht1SCbrw(bp8CF9FO4?eoXVoo-h`G`tU;r%4tt zF23oYKcRh29d+kA>U&~@aD6BJ+*G^Wp_V14V0@=!RnPJzO>yNw3|3DDQmC8gP%x5{ z5Q^-cexHOc&KzW}%5nNB!7BArAssxBZ8dS4cp!v=D2`tC0;G;|qh=lcS#Nzi-lntO z-xb+e-(B0g&8LQeO{1L)+r@F$`wwu0n>cHBVX|*vsA!f-2__0lb z6E4U}?$fl=U9$8E&@%ub0`yVvK@_JE0Fdb)dG;P=9}eE5;}_vc>rHVvXY0~T$gt&{ zuB*xYwT`g}BZ~kbu@sd1tKL|IhzH|xt0U%8#2a;t6%;Er_bk8DO>fgBz5B@R>Kmr7 zt8K6qD%&)X2&bcyEHlGBZC+1I&ZJtzkG`2b6D7s8Jl9D4j@v1p0$~44Z-Uw*ccdjm9oaHq3gM zZ7`6JrR;{;2a^L+0COIuDBoHfgtmiIhPh*Rq^4BBK>%>g`HoC5vzp$Dtjx6Z8e&=q z`#IMG>RH}fq;e<*dILXhLvXZ&+WrE>HEnLWDxZj!>PQpAy`gL}b(l0OsH5GnYa3FN zOeqqS#1=6sc;ejF?xP+_Q>wzx`%p8EK4h zgjgJL-W2RU3OXI9$ii%3K5UkVdERrEpy6yUQPY6)G15|EPSvV({R&r<#G_@_r2!W4W77QB{5xQ0%jXIZr7l{0 zo5;010jKdw$5Z04X2uL0EfuZ0*OA-N#AxjkBoC3 z&p2!<9*lQvp5nM`+F@w;5W54* z4M$=%*KU<=RIF29 zKeaW!2;@XLSpkj&S^NIcN>MM_iXi1E4Ny#^9Iw0%9~0>|yOD)_u@G(Qj7?C&R^mx` zxA~fqHC=Rf7Ou2@_scP-lAe9)v_)kGlmNZ(_?RlU-eH2C|q-Sr315VsV zxFWT)O8FqTG$8F$>)8=#OXLC+02(?OoQIs`^l9#y}NwLblp{{Lo{jt>tHNCw$_K^l7J;^(_ zqD48b3C+n;CP-E$ECVNUVp_ zn#3=JD>o9*tfls?<`=@jF9=G@)=b`A=o);zry0?Tv;vHg^6fZSkCf5G%_{}huvt<$ z8o9Q|lr^UmUR=Z2pZ z%uvx8&X;>W$QtpP(sWDw-KmJ}>~{fIyaFq*S#-Rq`g5N^3Ujb+K=R<$Hb-F+-Fk{AqbdPnrbzHIrb0_dFL3`fJ@i%d%KGY74f8aN`l?mSr+;)6FZ8|1(ry z-!udL0XmjIy_RqF=KjI@R(0&sDZ2!1BfGv+2W;uN-TBr}F;q4ARwBxRQVDId-~fm36;RRle8P#f~_wvV67Vz%Kng z#84((jQBZi<6#e|z>=OqD=88j0b}^d^>8CaHdyjlDseg-qm)Y=;^0$Q^#q!kn7?#- zo;Y`^EhyFuO`bIkBP1R-HkZ+paglV+34AliUBC4E$~Hh2-4Os-kkvU%t15Ry%3lEc z5r0j`zay(vbqlf5Dlt^jRYkUFAWp)A2{;Lhof>PnBNcDBLD>|%ZLw!%g?fL}1K;C} z-${y5iBvIkgZf49T2TU$yp%H^m9_P@7SF>izgEZ{q4`2F@#$*J`G|=Xmu%WwkW(V$ z6pO4N%efPY04%8mwgdDd6?(H43gE{IFy>a46Iak_q)a^1Hca1{Q4TR3u38S@#>8Rz z;?&7!@q$K(oS&(%;wT(_Ky1TS#G~D?k{G9T2-cNF)PynH2x*}a@Z_G47E4seXh<=a z(E=;2ub@fNn?lZ&inw|MKpWwWkQ4uy#_6*0my6A|jydTS+Sd&E)+}VMDXn|J?T!S! zK580#6f1@-bvFSod|_3!!=G?x?hSpkc!U;aR_B}EHIpX&H12vYvv#`}gWI<4vHFbE zNYh@tCVKYU;wa-CpfH^!{e%E9haH@zDRVeRtu#8zmU}(Of|pp0=k3xV;w@20Rmy5T zKg7{6CrWZs8(7@AQ4Yn0rPDUg(rFuXw+pNhG2YY~rX?wu2+A0t6YW@kq!!8>6IG^F zgDg}Q)!~5@<6Bk8d=F%I4P=@JLR43cGtvV|tASVu0(!fDMD4~hZVcy?f=5kDA zCzS>EM@&q@kEVezOS9KUr=N(!tXgk#$7Gu_o82dk_f5eG0uAucxz@ryE>zm&_4*mAm1=q2WdXo@%s*^Ij!Met$p)=LN?JP!( z<TTN8-80litX&Ii@j$Bi{5tY-4&EMwn8NQV=rY@g?#Z_%@R0HP=Tc<`pED*=ZvPUN zF4nM%cE{*Q7@Ji(N=yTm0~d+uwMwU=U{8#mS{5_)p%vRAq`F{APsez+%`A(vIg;1M z%ygrVQs@?m9%1M=!i@9hs;E-`vd7^Y?{S!8;YcMk8ZgiUYSYu>=yW*;m#ax9YH3T1 z^l7jMv-%B4U(}gUYYDB|QKLGr2C zr({Qr*NDn*Iov7=Sk#kTt5a4FVo} zuw_t|y>m32qk;zv0(1yHu{V&XOw>1PVH=PY)!9yfXmZ7nYY4f9QOcp*HBsN8g`EJg z6cj_Q=g2jTTq7vbaITFgmL1>RcX~Eo9IyXz z+HPneqH0#~-KvX$AB@`wRvk4YPzny+?KSHZ8q@VJ#iSHql8^ zZz!-xU{_;ydX|MlBwc6wRGrqMP;7sGWRiZcaW^G@f&ON2pUL{*#=UFD5Dt-8yWIv- z;kUKC-(>vw=5WM~pgf*hE z0NaD-F>`1qoX{?WSCH=coR30g2@2AM4V1gngK~G`hFz$k%=Q};Vejm1q2t`(y!xdo zsQ2q4?qz`>bsvJpw zHu{UDzyD+R6TDpzni=vuFmx&BVTxdiVPtIh^nM+~>k7i9a=WufqmnW=C~_3_q*02h z>rJapVjF9AC_(k3>iYd-H+7UD9;n+8t?NUM=5RD5hang)+^HYq!{4pK6QEI!+1?O5 z^nFb5KnG;^H%G1>xkIS@${Pw&3CFmed9t}pgz82T?q?Z&hlgI&HcE|hyyTDe4_D+4 z;aDm{VZs&_G1c3&1l+M(THPEd>;EC_UErcB-v9AsmlbptK?MZ`T@95q6%`9F*pjI0 zH7qpD8xi&rI(xwVpqFB&v!DQc|^v=q+F2M0Bqn7(e zk3zc{I1U}$kVNzyX`tXT?G>~Ac*MNH^Ti-z-M8bEWtuk_CFTv@ezftt!Il{mr8aMH zltRdPgN}Hej9QKevGhPw2jiBfVd_B0r`ZGSrfmp&0Mhi?gOvs7j$`^@032!hUveVh=QgOV)2xd zF#QMAh^%;5qj`j>8QMI;^Cco(14=g1&0^}Dv!acTGpldkV4%>LQe>3-l zK;@2MS7^3ED}ry5sHb)ymo=%u&tnw?fH8S4>a?alJAeGbzxG=q_3uT2_U9lZ1zz^l9JgY&4TmE^vLspL_| zlyTU%u+J!w`V7nPIZs)`T*G6B1-J4K42~J+z{A+Ukl>i%$#_Z% zw8Je;xW%GnlRAHsWN)Soz4!WKWRA@P?`nhXAJIHw2Ci8ZkpZr|#iUW--wh2i={WZE z%2@ZCM(sK~1!aHfI1IYSF2_4TYf0sx8%tE$pqq|n3~i6*V=ok-u!Aw=ew&8eyN0=nKaqQ}S z$MFsi2^u^>_V}L1NO$)jpqsi1 ztS$e;4^QL>3g?=_b>CUj=Rra#w61~ zv5u&n96j(mIK+RE4pExJzOqIfr?ya&_pt+w1~ykv>uZ^WigHBh&9Cw~3#@}It)4LP ztqZK-mJxr{mhE3)ZQ*Cx@xV2Ha-sDbi+z@fzrM)Y$u+){SIagH^#p^C_HaYXHsxP@ zD`i6cKx>wR#4Bx!MaxFd4PhToLCdzRL~q#yN79?rvb_v1Oah^0%fVApeAlgqEvBr; z8#Qe2-48#Wu-H1yGJSI`e|537yXExit9!6OGJ%(JxgoJw>76W%D^(@CMS>iYg ztr=JUT3go1WwrQO9>WD?U308oTaIU#_{AJ7N7i+?IW_y?hSapU+9)+&Z}3V@dMZ+L z$41}O{DaYHLs%lbwAA#$lOuk>v;#=Z>_(}Xav!B;kx$Jo!1~L`h|B+2hYyoB3HfOu5Fha;;}9Ps}v&33=8IuHx{Ub)N+{=)UFeM!ILL z_0m0HB6L6Vs;};^AaxC4RhVwlbU%(K=x*8z-KRIwz5ZT5QzE~RXHB+z@kT8ly42d< zlJ(RzK4mF#qI){!1lrnhwT*LP>W{Vjqovk*%b20p__pV*s-@F|CSLr4HPV$Fc5`AP z;fBOa`>Ro6!e8-9OxXk^X2m++#Ed|48^Q|Vr6uM$JRvcqyPHVNRt%yO`QT+p%#A;r}l2iWKpV2$L! z*VPok^Nxmow30Y379o=L5Sd;f(q#yRLRgiFfSl!9hjYi>0X@y<*7B(KY(VoK2Q8?^ zL2s_*Q`)or=F>&ITL<=_xn@6K(ShZg*L=$(BH2Xq&~JHWBuh0{9p?v#t~k!4qd;Si z^Tkp4s_V;R{I4iB-u&b-erHF}PPlEbBU@)aTF85LV)wQf5ho@9qJHYfmvv%p^Y?d_ z;Zx)De&)KD%KW;pZWi;J>t(lgWlR0cJM+s*yU_=4@9gFNG3+g~d2iW!F|4oI{PUHv zpL?)wev#K+Kvo9d`t&B6Tlla$cF70dx}b>OC&Rmyb-s;F@b9uB7u9Ys`VGO)b)sg|7g^vpL`Kqg@)=U1#&NmEZ-FjZY z7Cv;I8urpFdKbMXZv7G8$+>T!JAjK(;U@z;s0HY|?xp~z&yt8SF*L&$I~MlHAfqHx z2?OySaz`a!GcAp{T4&;!=cgEoUlIh$VFkdx3Ri@LycuyqwV?uDZha~@eO z#m$U(x#2@s#7MauOC3Z$>|%?k)jxL*=&r08NGe1PEkZem7Liy>Y6wf~O3Vk9O%X8L zUTahlpXOkB<}t7GUma|WdGQ7wn~0;W25jK-5?Mmz)%8~zcF?T>pW)Zx_xPbCcEJ2_2VOLsbuxE-kM9`HqLasLfKhtF@V`sL zg?&vAbQi&U^Z>(!bs`=ZF6?EvAl_TvgQ>a=q2v#T9$^=L(e%g<>iiz>HG+k^?pt6n zjdlX<%+gl0Vg)T5C>`r`O^BO{5=V7$_4Pw7_>mF#)-r7~zchkH^*UUHB%oM?g%-=yHDI=0 zr0yqrpwxYV2k0<#Gmjt1IuC!Jf{IV;uN)MLcGJD(^a+?OXBzJBSDu#Y1;5qV0(mcir53#EQw;I01TaIGw%$?ri z-AA$R$4;gUdcA7C%? z^jzT=0(YeYToCjgC+{(utr?ln7NwFF>uE~Q4iDQ#F#T}{b#-5irk>^~%!JL=rwHl& za2expR6p@0)De0|#0KzYW6)+R#k}_z79IIcm=sDfha-GaBBog!kPeO~#;|eb#Etxm zF)YQLTU^#=EW6Wh#JY>u8?do^`EVF&BC_(RlIo~$xX>DBYg@7gY6m=_$*_G$3sT3$4c-8Z7{PbsTX%*jF4XLstd`q9<(^ojg^-m)qbr?;#MW#C#q zU_6`M?Lc)6%GbDJk+zYzCFg0$?Cuc>QsD4X7ze32 zs$3tU8>hEsoMMGv@-lR>vTTi)p^KGyukb6$?1|{+;DT{7l#s<_oSAs{k!|CZ>Wji7 zUb(i2zc7JKP8d=_A9n}meTiWYZ4>gNN{qfSz9iBPAg)j%BnwJCCOZCS$7l#C^8Qn}nn9*ES-JgAyst2`N-x^%P~jYO9upPH7g%mmhe3oRuYt~+44aCoqO^G& z^Jde~ySwgOKCKATQevznj&$$3;3Qvt4;$F_^M`BEzsSZtqHBs#?2(QF#nzVpau4He z--T!qonn1VMy#|+;;Zgu?UE)n6Zt0A_Kqk{4PB&_zQf8OLg-VLYkka~nkUYsrYw#E zx@1c^zM3o@IKa|-D^2?RHV56 z!QEP9!0CoCzm~l2J{Dy$G;8h{O323!_u0-lkRZ zj+0re`L$r4Jej@lzy~v^oCGhu1v__9R%)q3MvYNjOUk`9Ia=ANRxV16vPd;DRXHmi z#4sNV|A&CFCmkPYqnPepOD#IS%^wlMo)vw6FQ&PAgx) zN?7>B1_O}~sK)PVE@*=(V{j<=I&#ne&V04;52mmVmRN{BI)%0OZv%<^^>1;?%+UqZ*tP2}*rlw(VEta)*@8@G?unAp@3Q@+!G?(2`QMhWUA@xVeD4@K~RL1qx5@Uyu zpJ%Whq5u5bC^5hMD-*K^4DUlW)6HrVkY6iD=`Bll!=KX*mPq2AgVr% z*}MLPLqbpoE~AucH6-EeUMgOvv`RwtvCV2e>;cxpa`*arEN-*5?JvEI^ga+kbqdRH zOOHE)hyO?EZ9k0{KY*bsj;3t&AbaiBe9;$6nDhlD!%OI$Pv8I99U#xCC~s;0Z8!k*{5)7gVV z--dYQ&tJ50j@sY|(JZtT9O+GAhXM}H~ z*={9Y^(gCZp7bT({wV7daD|v+&HSfFnLXet0Xh@xF=lVO7p=rNcVx6zPUfW4@(;dc zZ7uKqRnJo%V{y}N%oc6GHB#|2Wlw}>3>z`tu2s|v;$Lvk1W-FBs04<4S)B0KJ@GE{bAX?^MOY(FTBxej&9@AdqiY&P9; zqx4_?Q8rs|Ir87Xe8MyAkY&}c_1yj}i*j`@pyK*sbSz$4xB~K16PjyfeE(X!Nup*v zO$TcQodAnG)XSRjBC%tELq9LS2hyZOA%Jjh2-|rH_@z4}7N^PGeLGD#z6uX*%F&Id zoP-@|c(KN1g*Tc&ExU;R-JcMut-*bceb|Sb`GwKAWd*I+5hb{)o>xE1?0w^!(tJTb zq4}PtgyzlBqx5LL#?2GwvarWTgF~u%0Z}PCp`5@%)rA8{)dTR*RNaoJoP^(JAo8p+ zjWn%-mPr`WINi8q=5Rw{bf!>I-i$r;Ts_}47xO%y4CYmH+3-&HLWnV)l8wOBl6_H$ z7HzM!-wf`Y$2uj4QcT&&bWsWV&$Nv@_ZMpNFo#*5g}EwZYeQH#!lE~ayZa6*=^Hd} ze8FLNF1LO+U6lEl-Ti-XE|1zfotMpH3DL{Q6#|nHq9N?V3v@7s_01P?)5hEe=R?<= z?x2+~^6>er%cNiK#fd-epoie+%)Nvaxr-qUN9X^4_9ZsjtxIDcN8(~~fI5BkB@ z6K;RgVC!-Gf2t2|JQg1sVBT*FsiRFchoDG^W&faJa4Gj<1Do6WDju_rUw93Jj~_!)oI#rmPtE;iVU| zI^?QWT#vFpn`Q_8K%EoQ3rFZd%;(?%bM|MZSWMXi@tIk69ICyT>$?wo+LabDRHUs_ z@Qj8w9R$q%??4)Gkqr$pv4y33Egd47J8VBVu_5H|tY`|0~cOl>#>%E|UxpjWQd7mIdoC62kKZQpwVv&|@7wY-oMXXQabH7oE zTu5gCT3^A$Bs#C?9_)oeiklP)`*=1@bf(`53+kooT$O+c|6&?7Xk5uyX{SVdpL&V7?sZZRh`ih3tHjnGb-?+sqxMo!cW?vU4j? zKbW^O;ttL$;hh(;c9sQdJHugi@x{as&A#L3IoMGd;-uAX};S0jXwAm#mAq0_lY@9m@Hhu*k z`k)*?J4v%~<`33&PQr0#2 zz(Jaq{i_@wo8kb#7x?9+=prV(!23SW!pxIi;LhjS_bm<{5a*UB{BW+U=L_r!KlAPb zeEl-?frsYueaqM#=B~NiZ#k$fmk(Ob;vf7QSIjA2W0x8>Ifo}LpZNmT@K>SAm~+V> z<6clE-}(T%<7l@FdMf8XtkF-! zr%ll>D4Xi})fH$vGSc}7H@e(y(|M7bMcQiL!Tc58syMSUhnKrC#(6b|_kEE?kNM*U zZk@*T|J(G&#Vv^Ylr@J%4h}EVU2>%hhCY&Kj&z|>7R~?dQ)V2l=fy9wX`x4R$T;}G zK*`416NZmbb?bSneDwRj%;DYhG4&C+v!0L4XG1N|9;)Zd@-b`b*usCxXNBEfc9Fqr zuwB9X_$`u_tPCBFQ|*xGN$YvhN_J<^m16WBX$~t@`SdEUTFK(uR~|qSrps*eanbzX zz1gS9+o9|~P|t5)#d;6lggFV?-)+6N8$E5>NZjL$_Rw`E9_UQ_i{H_liD)Wm`p4_U z#8cCuTifb7zIhd!9lUNar81wU-IN2T>v`7#Hr#U0Uv+$T0qbX;UBovQ-~`3LFV*qG z1#FPz%D#Hu;w84sJfHKzmsq^HdLcjZ66+c9>s!c}T>Z#F`j!K|oQr$w%UZw8e)9{i zn=j%Cp?K62^}Jaji}Qc(LY;OnW=bI&VCjFMj=x9`gTJoldkWd-=Dd0Qxi#z-^CPSI z+iO^~dBQw?cnurl+_O^*|8B?j!=EuJdjgp!-bndDE#@I{zo}w!L~PhVzb80vOAumx ze|LR@`X-)4XJTx=bzLe?dxh<^{IsW@cjl~rhwx3vi6r;z^d$GpvYR7% zsZFeu+n@sG#h&F)7O{KG3j+D>BG%jd(KGy?A{>Ic@EJa6Eyktab>P`+S(kPfhl&B% z-fXLKrh?jvaq$gd$%pvXwHV}$%;cxmBA@;_$k{s9xl<~bQ7}@Ed2UU8I~&UUr-(M@ zqijBA9lIy&^=2r}-wY2$|1UdGlQ;Gt$?FnOO4&2)N&dq+2>t5-4_?nYw@FFRgzonU zy^zI+t;eduYBzs;J!=^8+-sN$$E~%VC4z&B<8mD>5e&l;ft=RI^5z?uxgLfKIkh!` z!=o^BJInCj!`tZmQOy)|1hKz%90@Avf3&2)m@g1;ul|K zee7wk;rwgr?4nYayzbkQl`9Wk;6q+xll)t(uW8_!udxXJ{%b7I|F?A#wy3857*bfi zj{o!;8)v!vTs`moIvZ-?41*<$m)S9#lFHo^SyI{s)e>t%j^9WN@z z)Lq6p{z);r(|q@n{8};V(X0QH$nxPLv7flYIO} z%p^I;?OV8sgVeAH^T#j3KmJL+cq6;tl9W@=f7pn)zI%fIOZ0`AyxkkehDS7pfaWtHv80kmzJWF0fiwBXZ?GGn?C{ss%1 zxSbpu zF13qD<*Vc?=~zzr>3P3w`4~g_64s?tMqyL!<5LKOEe#9u`05h2&NUL z`QH8HCp{qxTp}U=L1`r9YZNr4_N0~&QC8ml&8w`uCV;o@hdyjV_cH0|qk8lk($z=z ze9cj2PhUR0gtd)uzSLBX+=GP|%8~GYU(ge>^G7`)xr_OQw=wT|>R}$RiS>%uRM3== z4?oa^paZH4>G&hh*~CV6AMinwy^xM@Mpg$=KI8`#&E%IhvD<<^d|nU#>{;G@Gjp_G zQ`%(s#ijLp$!7FclON$*H?!Nq|6ZyGEyEFIvP3Oh$p7AqgP}9g$#T8JqB}oIJr#K< zyL*@&ao;Cgv_9zd6LoygJLrRk>5dg(3D5%_Ro(?l=)0_s|BkKo4QtYDq5So+0j>C- zWdYH=;9cf#j*sE5yvw?VZrp*S(WFC#=*z2}zrb?JDo689WtZM%&HPyLWSV6W6O{b* z+0EPXuq~{w<&{tC`KT?}@D;y+pWMQ_T8YE9)Bc+EHtp<#{xh$UN6&@j0_Lg&o+Ry{BKh;{1O?JfF5Y#dIw zunwlhJESq^T-~y9eph$-W%cm7&3fan+;1DR+uV40cw2&fhO-E0Z`FqAN*>#~nVrwt z##DPiIL)zDW8Aa_6Rc9}u@4Q$#MwS&bcIy;sgio0|1q0y`3_a9#V0r#|MZ*ny!$6u z4jHw%9=EZvDS_9=qFHISw?Uh0zxYNyZ(YVFHP1qYDM)O<2i=`VFO{(#Zw4Lp}FYtW?XxNK$N%HT;CViSs!_6^h{+3T$M(c-Y+QT-C zLt&+T5@R}u)3hr_(Kp#cJ5dglqkmd0@N2>|A6KF!&932=U1{=tK}@F4H;DSOy5>-BoR`cpOr9qc-O?o&3XQ{rQ2 zgJe%B8x4kbl{O~7X_+?t2p{wr8*fQ@4;lIymb8b?<`ti@+bosu*7JtXSe#}5s~G=$ z&ib`Y*^g50e+O<%UKsrty?`>52hgf4{+!)zae}Gra~hq&<<#dWJ3HQ~=iRGd0{e7LP8w4^i56xWa3{Ko9%kW4!ZDc8mYq zT^Opo_)#yOy%WnLm)l<9D|fPi5d+rWWE`Y1A4bVT`NJo4_yADvqz(BMw{u+RmHV$>cDMe=cLcUX zxd?BX^@I2S<@H~&d(Dr3#qZsXq3OxyeC}@cpry+z_58=(>>2Ztm3-nJ)+aO?+qJ}J zA$?YA4`D4g@}fO#f%*Huvaqk2+0T3>fJb}-S*I`YC%$3tm_q}2`@JmN{6#bV(q1Gu z`Q>{4{$6&cr6nFN@5O5&uNm*Mk1dLx_7XMK7gnMB7Kc7y5WdLIj$ZOFtvWs(DT>6f zZ~5+htaJEwf6P6Hl7Fc5$M_}aD}R1tAF9@gf_mO_KTEaD!^89Y*=)<^FYEZ#{cHp) zqJVdT_kDjp@&M}@wBo9GOHpt*xej2!vC^NHA7E|GulV!R2T+azuhx}aJHUSTGrzEu z|9l8OPcG%x4zW4rXfuE8FzYsGZfi)zs;>0~dcbZx>wyS7V7lD8ksdpL&E1@7N!oJqPpQXO|DJRD!qR zTcMfdHy#eY?8ms2lQ`_FR=$=KAiS_VF=}(i?a)2PUhc7^L1MhYR*wsn)dFiv~(U;g<&OTBSfL1 zsR&FjY-tB4G$zgqEr7~^M!AnE3j}}AHo;Hdaf%+zQ8dIk4PjSt@Cy~qSSLO$%6_OJ z>|!BbQo;I1Zl6e9q$YNg^jTidD=Jt_+gQlQjdwWi;Vs-9lb`(_zRO8z$6Fp_DV7x| z|1*!VE$qM=?R|lT13m{cS^W>6`9D=qcc*A27f~{R0oxzFJS5HI0~*E4?iDgLz;iEPFUysL>~Pu zyQTS30fTl<1HK6HOdh$9pwPM3)WU|?jq{%JrC`G@Yt2B|cRjIy%oDs6gEkoEP9R|z z_zWxHgTG^Aqq6gEGD{L2v$Ic`l2^}5zGKs4a6unMITmd<_`i?vpGo+=|WMbbL5I&-2U;9#pC^RSu}}G_Q!FcXV}WSld+oqW#_7iWb2uc$(<|Gq zZ2=M6DSt)ZZfSXTC(%E#%wB>nz-iVes3$CiN|{Jy1ZPoWH&2W9OGqMcjKG!~m_M+5 z&qi84#6!Woc!jRTgV<`2g9q35`1oPe9^U;7o8RGATAp#|#30kq%Z{O40M6V$W0Zqk zYx(DASo=;}iD7w>WT1TlxX3>DPvrFX%FAH7a)wQ@#NpxIAJ~FhK8YrAI7w-F0fkWB z5_nQPa4g|hqHFo(A6Q1~p5(E-D4ybVcTytZ{`gs#{_HKa{N1x`vLy!(0Y9>I^Sr>t^Ut{u7{#NZ+t*FD`*2_ocPMhHh^;-D2=XZA0)!mRuWP2(9nZ25@|xa*D16lObd zVQ!)3;7IgD<`3C_E8l{F@&ir69{Y^l%0rM7{WF@qm%iW= ze`ftc2H^FQxV;Fac9i?F()}&Ye`XK2dUhv?%rC|c5@-KIildIVtVGvrUbnL0mFz=5 z^RyTFzvtK`^9LKa`U|?%%Qx`mzp`WI=T`8uzp_*2i|hEuRqSqaWf^bw8=GXd|5!Ht zH}<3@^vk7aoCDE5CTzhI(WOiIIfZpjnh)$;?jMczHWdG+oyID1!0y3b1FG@z!)4PN*hs&qv56=hzh1j= zpZNCMk@qjQL+5_4E zMbnMV{7NtapuvNq)9y^J_!-X|rv1;0$cS$xSf5 z!^c@{@x%X0@I*Fnrr5GgksXMq$RJRQ>@z^om!QaYB7pG2D^iOr?|X_YxzkhXwT6ZY zWjzRTl+LLGOY6k#)WcCGs(hfoZK}EFKAzdk7S7-Ix3xC+$@C%P`W{aGB?Q#9iT?%q@rDiXEb5F*n7AIOCNK z?@&5Jc}z1~%g7Dqnur5z$;x!W*2{eFbNuyYwsz+Eqxi9Awze&f;AXLgFl9QRK_O`jZ0@X^KYiGnBu2%HpD_h#yN2JfwV)ghf+2zDHwd$+= z__^jt-J*WnuZ68!>xl@SxSfiO7^*8)7as_Bb5uY6Knw8I_2o;5{@9mqB>F{PzKiIq zefc?}i~4du20E=T?@V;ue4fZ`?IKP*t4E(qhLX_-_2qMj?P4r{32cEUVl_5ieVZ-3 zd0~WRU6H(q0Ca6lYE(0RnL^ZAc`KW(owaHgc=(TlY#jpk&?A04IouW=SQ9Q$K}%b> z#Xq73Cyv{qx}4~v#o%pydPWYUk^F6a_<_E*j+VkcS1CXw&XU+=S2O#N6+48@(Np07 zGrR)T;t;;Gr7fcM0K}KLon(9(i+{>@3&?Vv1NPzL1odKX-YOVcAMVZj65Z09PavA# zo6jLSyElJ{=(yhe1ERfp^J7GVdh^Rf7nM+|BLbW_uSPxGi}wwIzWMAJ5~>TOrWbxA_Xop2tU# z`_e}41EjFhRuFdOH(y~_=JNd%$SMMb=$d^zSF=eqI!o%|p1f~sBx6fYK7nX{PdqJp@zq=T1H|9!SH2{as@|=>mbX5`{|!ZURffXCVU0Y$&L&S} z%P+o`Un<d?V3> z?tB-~sP6n6(YkKjuN~-*-FRoBUv%S%L|^U39{|0pF7S%4njU?Y>`HA8`9J>O{yF3y z)q;2KWDD<(Nl<$?9}7C=c^mt2*0o-QcurSaWWUO;jW}_%*Nfh4uod)hPywT6qq?4t z54W`s%xdY~Xr*`%HCo-{Br?L;)#BCO?R&f$(z1ph4Y%FW@xWKKl;$bc2tpM{t%=qu zhSnx-3-W3cT_sYyPa!2W^H-l4gY0?(+y1gNM?+h z3^y5GV26Rb3x`<4L123$91_hJceQnlsK&Wv+QrMFkwZ?DA`WG3Chywbc8etocejpd zZ|h}A!o!00wkS)It%k41L->hpTB4zbozx7qd0E_2!)o}2_O{NJ3OodNutj8?=yG#A zBa`i*@F}>*TViVHRsWa%-~7>y_)iqbEI}Se#HUMPUPU7Z*IyY~o~&ki;U&9@D9)%Z zd`Sm%5d5XCNLwno*L2o(n@hM#Vy%OK)0ackayS{%?P{qHj#Z0&utP2I!b^4~W9+Ve z5yd-4+BytRBd`1wlo7}~yPE8SV^xO_cBrvlSc;k!#g|0d+KmXcXm!>Q7ot|%eZ^P$ z;8?Z72RqbqJO3%t7Tx3io!&LUt3y4}DSDxUbbo%RuPw553gpNP6-G?5i!Q*U(T2Oo z=uiX8B!{RbA06y!bti9~W7SF@>`*Jburxtk2Vnx&Hou!qP~gQ*7S8d(v1+CdcBpAS zI7ChM!FJW*gJacL1CK-&I#j#i034!*_+Yzg^1-ocbw}^?I@HRJd}l{nXY-aY>hQF0 zMt#h>7r9?2w9nIWs9o(g@Z%S$DpM09`qM#H)KqsXvC2k9ug5t14Q@tFLs^)`>+QDoG3g%Oe65X6F>pLp+9Zj2Wu)zv zJ9c;%W{-*2M=1JdIIzz9#_Ij1gp`cj?&LEs_;9_8{b%Go8AgrcHVZfql$4P!M z?sz!V2u&4T^*6A1sg}@H0Qey^VMxcgD?&(@7~?J<9H^H2;Bd7xf?vAD)^T`&=AMJv zAhgW!!KmRr7&Y7r%LXJrj8BNRwM$L9uG>>2DjKX(O(`Dr*(*3TC?+3_`W!BjA^B0C zfq8+=7CMgh9*Osd#*wLEygz&}-XA^~?+-8Rd4GiR&Rx;yXZ@!uEXAS4@?s|i9X=Q> zmJddQ6)yS*Ng;kdy?pc!3XnC*=5(({K<2ivb45FmP*GZuO!u|WWEI9%yoD3 zjYJOz(U3SIppx32sHIw?vuG~&>uzf|F|Vzrn=V{FAZ685QnMQV@nm@#;W)#>0w>Av z;Me>KYoq6ydM&8vDVqHo_&eQg9bG5Fq%mY$6`l8gD&U|9^Q06+U?-eqU{NO1C2k@C zX~Z8IsTT zVr)^a!caX4IV2&^z?p=z44g(d-M|jQadnzu^fnIT0ta}!hTNEtbtr$Pc@;IJ4<;au zUFx>U|EJApO;atr>XT-*s*SEN`J=d^uLCz-0TgcO;eak5!^=w-Wu~tlj~k|jMlxKc znuAatyku7nC3LooR}WzL7m$At&J5B0=)v$WC;y9=_=KLec5Sy^(bH4u(cjdDFYalJ z82wvoUuDu(Q8f?&FZEmil0fe|<2q_31>KygLlY%2(&~eeRs*ZiDY|?;yvgu)b|Yg|hls>d zgops|G#`w2S_r>%o2|WT8{EB>Eio{KRg(_ftZa@ZOIJ422WO~h23FJW)#dBTIt+i8 zmb03JuB_b$hpQpLdTEjmC`1lYuqIfKKy+iO3>-`TCkz};H8g9#o}f%R2w9lF6ig5Z z2d$_T```?GIA{vttX8m0(^^^<)t=D$4rI0#uN5bJS}3fO%D1garE zI9xUP@H^G&mc9w7)Ud8Vg%1u_%Yn&|yyiArC}t1zBng`q8rVcOi`%E$EKM^JlB`LT zI8{ya!5M0@fz^}=x_mu+tl@vFu$f(Rpa_M{LVPfi49tt$LtUt#Rt0Gy^@bF!X9e86 zT2Hj($;!g}eH$fDu_R@LYo8^K>9-$n2jcpKA|7C5j(I`E2cn>{318MN8cUm)?KpZ`dluTYp1^K0`& z_K*-@%&&pR6G{3Mt!wAOHUIc1CBmmQ3SaThKm4!TY!Nf#;6YI%urTYM7CIJYEtJBD z$NLBVBFcsmBeFD2IZOvY2K))DdE_s;a`EYsRWIjG_e5IEbSVG5?QI1Fb%>yIHC2RF zTBl0{-(>Rj|3~Wz#u@IJ^lpOa2Bk=O z@V8R~l4Rgg#OG2|nrmt{5n(kLM1%!e1QI8!IR;j@mFf|0rvy}8*0V2-@CgI!@*H~j zKrMpUXZh9vHXOtIRt-Nm01HZmfqFhxkd(Z}__8qHJ#kXHo+(sA;Fh>O1i?I$n$(gh zYKm7SfjN>%uD@Z948m2_eE#jW4g=o)pPr>)ol9POj8S{B2>Pm?@O^}9O89}>(N|9S zAG*l5+oEnssn#ta0wft&2u$*?;XUuLweNYY#5*#Z9} z*3HDST9j*#;X%e$)64bO1tk}miM|qeWb%R0SMtFbYL0=`yis~YdiXTMUxZKAFvZsn z4uPt}Z~zWhW1EQ%PIxHXy^6BxFR@6ItIDeTR+8#@U+StmfFa4LmV*bXON?%y56)1F z4XlTlt{DV+{F6sg^D1s^j(?&J*gnpiUx38jYSXUpkP%77Gh3F>|GZfBk6SpO-!H0;2*unL6k?6 z`FDeCw@l14L^$BCW*JzBOm9MD#fT!I-=!ENAE9nijp~SD{ISf79NJ zex;Zr`}zpR1dA!tjr!GVlKY z|1<#;6OX*+X(IWT3AVOuq>izZb|Op)`UDqms40E^@mR_cDq6raD0 zuZipv`XrsxJ12yZ9|aU_+INkoqqP14{ENsxp$UJNw}7Z77^J@tPUej=8s+JNm~9j z!L1N?iR6ZKCt6dy;PW3qyMq+FJ0Zs7VGxDG3NQ1PB~$_zMA{ z1{M+e8(1hk2v3A;HEv3P$J`(O-C4XhSAjFPVLW29#Ii|}a% z4i^z58xDfO0qv-t8yF|Gp?;i48)=?&S>0hCI<8IiH>433+GJvFUHSvZtChcq z(VF0o8?85pLcXr8l<%+nQ{+HkOwVUi4-LlKmCN=E()fkSKc_CY9EWx_K&r?|!(ZSO0}F-I4Su1poF2TDqvq6343*;6Vxn|DGoJV;k`o z|MU-Uu-hVBd6Kyab7fHE>4vaa!XAD^rq#-4Uvph5k8N(0`_V?~$={_W z8LP`8z@A0{^whgo2y;ezH5?Q{RgF{t^%fY`!Fn;?eco&I<=`=}Q!UkTdkT=M7V8dT zCqp3Q=JU#q*ppE}&$G4X?esiOd)`OSy|m}k^c*Cf0~C6`_z&&6hzJOwF~MO8>;$$* z5KAEFB;Pd#>oFI<ZtX6|c21_rx?zb!95+=x7O-z9G)L4J}6iuT9QkW^C4-UJWQp4hlmKB2Z7P z()$?n&6&E#z}589*k)iF#;PR-jzL*KW$vUUM5}& z2F@THXJGLXi8gSm8PncssK-Gwp}Oa?PnN)hA!;eyyiHu}gJabKAM8+bd@#1C`QS7) zO=297OnH>4CVMf+CA_HbsHj8?C?+#U!QZF8LK`P}_)8B%J8V*@zQQ|=w}mB~uJ(Bu zD$5d#Of&*u0TFy2>{&pp*2;4MMUrrczcij!5pg))cnn@0Ui{SQiS@y;s@(@W)DQ!! zd5t~^ki+P@W4!a-Sm%qK?!A!fo|uf%m#WOq_wExzRnbo8oz^P@VUbgraFhO`@TURm zWgGLn+7`DSjpfP8W_PK{e+gTpQM#jz2<8$F^Pas`zkUic%dz_KXSc=%;z zMgOSrdn=TR1ZF7fUeprk!q*n~=?s_zEx**bHYO{x1{)bEB9sbb9oK84P$&;!y%oyx z#lm7HxOp-^*M;0n_I5z0(cy!W)mUI%L70@XC`~!z_Rb=2e+T@X%BTOQe1A6c1FhzU=co93or1JU83Pm5Yf1(w8$Sybp;7HF~zrq&cb0*!~*|X z^516oizX=)sgeH6$iL9=FC`pjgck|OGW;E49rDBlT|hYnNHG}Z60X4^P%?s8A<*zI zAY5pK7quW-V(&t!6}lc!#TaWNK>;Fw|DXJ^d(l5bL}Ih_U7?dTjc%6kDVdO&%vUWKkk8Bc^T0>cS^XLWFgl`J73%c3twO>uIG#s9B42tQm7Ue`k`d!;_ET z>=+pd3{4W%J(AU1qgZGZuM9GnwUQ<>I$dd$4QL*d;g+}^o54J5L|DeV5$CncT0Dao zyeF=yPp<3-kDg{IBqG@6r}x7N3lrG!*%bUm+6oPS!ouHV_zPTJF8CerSBIn<0mwlx zRDeNGF;d_FkDT-qLTR(qZJrchPDsA9S}fJ=M<$WAKeR%x-N{-6Xz#FbNBSeec(wYd zcLy<0wU4B0L>su2aHxTc3Huv3hj7hd-2w%Ks|;L8 z_=JIz3419Vt2Mvpbpf%0!B{rQBwQ1xR}x|3k}AEz?<4<01B>u`4E`MQPcalAEXs%j zZYU!z>3|+J0>Oc>S~Fd5?*$HRLV!sVpz$Bl6F^u*Pzg84a{#MxhC&V+Qsn6i+nrXB zg9uP60}z(4$X5^XIa4rCd$Z4Md_Xb<-#;eb?1jGb#wi%-MZ-(hlmd@ZAsV~HvH0{= zB$}|gXPTa9fvXPQ9KHf>lqiqRXAI8grh)DBBE% zatcsl;0nTp1|}n^c?K>foMm8oDX8fNuA~H|7&w`xh_Q7~*Eo{`#2HvLM<)y{T8mH* zcCR>10{wllC~4LEk&Bu?FnWW8t^87?Ir;`(lkWTq#N}MRjB;K1{0%-j&DQ&_JwvtA6L7N9WTA@0Y6pBkL^{f! zdhiyFQDQn524}X<++^X$zVit~IRovm9{kn*~q&&Pe*Fq&FnB&DQ+GCG8>UAW4%YO_el9(jrMqCEX|K zSxL`p)Mcud4xvwI5yeV6R?-J0T_|ahq+2E3Bk5U5FG*T2Y50?x+-{N%k~CRRwBKpc zVV0!xC0!}$JCc4P={J&|l=Qr$HzaMDsYTdc(r%LWlXSGCsYL1hktH2omh>%2%OyP_ zsUqnONn6g*BI+V(tfWIF9WUvFl0GA8o}@2>Qv9a(q(ix+CnZ%Ry(($oQ!-_ec9V37 zq+=yblk^!$^CVp-={8A^Jk?UfZ#pX-&P!S&ssGbjgdvi4lQd4!yCl6w(hNznBwZ}& z3Q0Fe`kthpKRr;3;E;4UBkA9gnzJD_zEyxrBkJ&~xcRiq)AW*0UQ>1AabGPE>keH6XpkMV2%|AqgrUHpu zNgOLN4ml9N%IO+^8;Nry4wu*!A{`>6L-{lrY%2rI zLwfPi3vDkn|GcHh>dY_7&MdV3(b6?flUFQhfuuQ-W=fhSX|kkFNga~LN@|z1w2hYI z;Sz^PTAZQ97bvmIUp|;5y)jo~sFk!vQbp2ANn^vb2+m4;TGA7eR!DkC(tVQdk+fW+ zF4O1IVY{T;BrTQnJxMo7S|Vw&q#GnHlC)6L0!d$#beW`ilI94CCTpQ|m@8?Pq?wY= zk~B@yWJ#Tp#!G6KG(^(cXEjTnmUO$MMUu`XN=;^}bcmHSL{jA$O~5`$izUsGG*i+H zNz)`vmNZ7vNJ&E^HAz~TZFA6OB2zgYh!#njDXCM^a7k;kG`NaRA_5nwsp1b=coM!@Rb2U_Xfld>OWx6fPQ64Ku~o+t37{c z?Kg$MYLDqG-`Faso$KsDUuXYAK_*XoLT2t_T^&K}neDXq5gtw0|6nQtwiCe5!$+@+ zLtcC|k@II0e00LmjiVx7DpDpBiC$O{bdx}e_)oZdeiU)|u^>~dbnrw>bZVu+N8z%7 z?M?8-?DpnE{K;^LX~ak=3H`=kq?E)1+Z*vw#N}-a%TUBsz)kVpXv7yD+R`LO@g$Q3 zk*SH!-D^Zl0*is|p!DrY$qoCy!kSGN;PgJ1GWn;gHObB*^oyGaRvT;Gb5G$47huKqP{o5 zM+&44^eu!rz;+qXTfw46e5D#6|9L`Ca~Bmr>bA|b7{WRO*8*2J5=N;oSq(l4mjT?E zk0LMi;-hd1upN|s9_5hO2TcytMbD2?n?-d~I(RXfs`nXIA%XV&H(QVR%fk(MB4XY* zJgAL}4C_Gq<@r%mIfN+;e%?`SYQ*4+=5>M3Qv>7Sd8MiCEzyXQwu-$G!TN28y|7DR98e8?>dcw5cQ z5tDlo+&w=^$t+;Ibnpli78~Wsev^qtN(I1;I~Y_zg95{qD!_T82mG4;*1|KD94{$lCs4X5w%7W12Mv5uOd%!faNI!4B$Zrik z5ixLDBR;aAeV)Nbtymgx4k-P=ewXMFPh znAkQnQHH4{+2+L;0vuV4qSQ!lf;kfngHbe_fYU(fNB*AfM1@vDv{r{A{yXV&p z5Brt|nUa0wxgsdy+UE^MA@GGD6Kx`+9}y}v)GpnCyXQxZ`=(_#S2E%c{n6kfQzrqR zmH|ET$UX9Rm%&ITP5C{@l+grZ$OeN?)JEW(MtoGbHhJ+;LPA~*GF3L>BLx=X4IqA0 z{z;RPCSD1o&_1uyPh}zUYSXp59PXYUMSKIeaUrC57G5*>sPMYB!=XZk^fry+#YicR zslB<{QG=Tach8UbHUT$|STxLy_@e(6^0fNziI_Ahhll4!z3!0zz(@@EdHAT76v5r| zi^YTgb&O3L@llHNZWw%I!Owx6Iv?Vv!bK*Viu&#Ob;U#Ekd`JzI(Q-9IA4OE{#Yd7eR@_`mXyc;kG(0>%5*X+XGNnofPsAiJ7Ve%O3ETwSxV}>sq@vs4 z`B8m81YD%2SW7TjCbTX{dyf$_jhIs5P(%PfPsBt6>kWaVU^K8Dlz!fPNePApsqoGM zwi6S69zLoi;Vu9S)hqg`YR$dj_N6t7(FdvLxmwU7+YhrU6r#pr1z`@s(~e z_()Y{6Y76c-H6C$MoOqVI~LdhNJWu&ytySL{;^(JLJ?;+ktLMkWnO%gCFQ{0mJy>XV)Q?0L`->{3YNzl$*c8>n40+52H%LO)`8E3Ysd|ORR8w?+d=8)iJ0gHuPmW5 zvj@0w))8NhS3<}#rNB+S#P$h3t^J`DSyTF{re7vCUJ8=H|BtaRfp4l<-=4H-nx;J= zEp(xUlCp2s2o(?kBPt>yMy!Z{8nG%D5F_>~B9ge{hEdVsx<=e^kBW-O#i&(r!>Fi; zsL_jx%hiZnMNs*k=gg$%r1HP_8-Bx+cjnz@IWu$S%sH*Wj+DI$SrR&Q+qG6fc)6A> z-TT-dFn6@TfKWvHGmy~VB=bu=>nTei4J-$}H@@Xq@#O*?Oo8s`AZsRL(?`CYprd~L zV8~T9+petG>ityR1iGVPUdNkkhFRh+7yKVhXVb?%v=+18h0oo5_ z$T>*d+CgEN`>%Wh!575km#Qq-*kpwd26!J35U@svTXrTFZ zEFQ^#z(;zO(cjgMv`WJL$481L4`W$}{2EPb9b%)6pE|a5p!;`_KW*fUQ|JGE-l?+y z^XC3-rVREqj*0HfcjEg^`A)pqA^%Wqga#QVcAz(P;NRAP-r0ff?EWp^ftugSp6S)k z*r#VSvX8o532O{#Y>lc1iK)J&LDof%&SCm*1$#};<>xS`*DMGA3lGh+H(B@_RYG82 zg*k&MO@{+2J!deX>0~ZlV@6|GHcT*19uR3$VhN2IjUCfd@_`A)715B(VHPLnuFt9H zh{l{(=^S08@^fCLHJ#Cz)hKd$wOrb#?zvQV#NtX^TTw`TZeMOs1oa*1KlAg&%V`ZSuQp@xa zptV`kt&aJ#I^;Js<;yQezIMx$Z|k7{&Hs_V)0RKka92It&C*{&zd>i5^3h|A+RCQx zRvvvH1v+P&vI$#0WmBLRIQA~vyFOp`QqZ|T*?T}QFW9@RyGOe$x{9+aCts(nJ*a60 zXj^lY+p_8UR==FqY&2HH`dMa~zOk3QrP-*j{Jocz&V}jV-tFpAC~D;*(7C{6+ig}p zdvE0yTRwa5_g22yOqUL~dF>dKJ8y><(u{g+sZ}zqd@26 zso!31_US=yFXsuqkzn_&) z@ny)@;%5GOn>_P3b&&6vUlwTBZ&ts(_-6GZ-&TBo$Nag>haCn^lXB-&qZ=3SVsHmf zM}f9!%ByHviu{lK+x|!X`u~xi?U3JbyqGbhy(acr)60?n-~8WU<%g%CBaI(wwG{8L zBB1RZWvwlrDz9r8yUVA-esRmivN@7R)C{zrcQ{oCckQ_xXC z<^t7+t?a#aq_zJeKRC=%&+3bS&IMNAa?rZ?X7z6Cknh8|VXvN!#hZ$Jd+|GtGuK%1 zX7hI$VcF+})El&2f6|uE@~`fY-?93GXbzkGijMNDM$647Vj3JZCg1Kv(Aus!`^Ief zX1!SXrr%p_`Sg2-mA}_^>3>k3Uw^qQn{D}=%Hp7NfzweE^mt5VlQ9i;3+CsI0-aJT z2hI(Lt?rP&3G_CtOy6&uEX2Y?dFM>J8cV2!YN8Ho+3mcKL0#e0G7Iplx06FDtD89}+|J4!xyig8kf`xr|vtJQyuteuJGPT0~}-Xv&y zeSB}rr`+$Lb$QJCo;cak%le)HI%_R>EBwb=`CL(rI96_^-EFpXvz|duRdS}@j`^dS z+w;v!c@gMbU_C7ZZTI_kTR!!d9f!>aeK~Qd5(1qIEZ0=fxpv}GY^yDwOCjf!eElKN zxj_A4E8p~QxhokC-agw4mO$+S2Lw_n?*EH=hQv z5hqw;+#{WJf~-9aVqKHUyC1GH`?b2L~r-O8uCZPVq#(~QLxc602`tuv(ObYo1# zsu>nPA0oXuLry#0sIQoHqLohj$rI&OOm8{KN~eA2$#M87rj&3E8jKkh^%Xg;XtX^$n z+r;09a1CnwA+U1+$zZoa6$~;q$LLbJ09^g2BW1d!G)P*9Fn_lzttI>3l=h!4r=6)> zOhN+3%X2k1X1z^Y2EX@Kb4jS(Tg@e>%gs<*f^1ZdaL(P>C&yOIs(6^f4#xBgfve>}^m?3~l?J-<-YBQm2pVst;88SDTv7Z!^9 z5dWdg4#4l{5ns!>yca9J3kpRoB9&bbF}n83DSHZuA0qy#g}2~$R?+gAh%vg|9UsmG z4M42PmdfI@js4qecIichVg=%mtgf-Wn7{hsLU9u!%$v2^wX0KjP@|q3Tw$|vSktZo z;Tlp9$d&(Zmtso|aiZ2+;-O55@Jx2G@;aN%I^r_8k9Y={KDxpCVcc$^GXWgW7o>yRJ}thj=S^&Y5paE_OPEb0)6Pw)uvCI0Z5o-yO=e zPK(sDGqT zyp70)KDE`@uRUY*lc-8WX58OuG_+^jxT;XRj93dBAGaF&v^#!2`rCzwywHdx9UQ*{ zX)AR8if81QzZ+B9mF{@4Q1pGNP#giJ_y65!D07&t=MtVFu87PoG`h629`ub8#&uM_geg+}Fpxmr9dT`0~&1ee)^%FA7%yvZZVhZw2Sh$o!mtA3|YOh=4C z+Xd$u`?QS(Rs$;sH3X~9l}6|C=*?qOVKGn&#z3C+e%9{yllsPi{6L$53S}j{JsY9 z*<6V_J4I&<4xNW|G6x6BeE(gc==!}SGYG$DB5D~!sA_eqY7H#(c9q>17}ZUz!U#I9 z@}tZf?jv%hM%OvT z8;E_jtJ?0^>x#QO#Yn^u@`=>eYN@mV?evtFAsBy zZHUimue%N?5!EddMRoI$qPl5 ztb4fGx4h_E=wBEs(XTR{)8*!X!@hCTfljd&vAgCUh2Niya*EM8c@A2Wt?{&Gv{Qr; zr|Nu1S%D~Xl*=BAjQv@EQx+M0iHjE*^=^l!fSo2F6N`*4a_u5x1halYRz+9LoF!ir zMV#TnPyuF6q>s7KsPeLCD4}q0n7CL@yU?f~*tM5SRJK-%%BC)&a(iirJPW|nwFjQze0JKBl^deQxZ3z~C(hF&&QpF{v}}wSQ))wxImJB0)jHpz zpt9-Okc=)lN&-MaJfC zfpt!C4x&4v^6j*YU1aomrr}~kI-PerC=#0x{pZjqo(yb6W4GZEH3kXM>=ya?IMLhA zFR!}Hc(GR07Kv)a!I%)}v_;F)FE^I<4fZS&49R-UZA!WdaA z`WK1bh)sXjy4qn1$HN{622cXKOc6yRo~dXsbuZ_M3ShAwQ<&$*XAj z!4*cm$C8(SUSZ6hEDkLaRfwa`)%I+(!(0M;ummm<-G-+#zY$xtoJGqG z38PNFzr^S_Hao6J6dqnAHj;_GW2;9LZ7ea<#v^^J7AB9Kw&diPD~-#?#U>Sr@}rBy z^7EjFqxTNz+USBKC1!d>s7NH3hq@=9owj79=PILiSmO91@de`Vnm?aLwEyG4UlqufYdVti2UB-Q2d~wV}LY#Dv*wx31m2LR*{@@jnOrVN8O^+--<+dAsVyH zDau-)x7o!<;O*(G*T6t{R^<{^n2O!=osq(Dfmwem%dPs$%vN5WHAfk_3P@RoB;<)H zAVXTw(LEU|?&%giTf2z*md>KKsX}<(CRL9*Tba6PzM`2H26Np~%`60(P-k9$j$%G(p~V~n^T|t%u6}Cn z59YYeJn;g>{KAEbSuR>|-e)pA%<*+~gF$l?onQ@&lAaMqen$8DO^VL9Fx*bT%j{)h)8$f!t z4M>VKM@LxdI z>3@K%`B|!EDhAgVZ48KQJL;HSL4IKhf zNd!oxaUjK$KsIz5NGGyDI_3LAHFN+-r$a!hjsRKOIFO}J0$CebAZsV^r)uZOzW8D8 zy8>CAS<-&D@MAl?uE`L_{E}30#1&@OP1qXF9Zl-;yr;|eHIU`4yIz%l0FXr)4rEad z1F|T`0$G$(fGo;cKo;dfAnW^TAd9jb$fDc_WKli@vM7!l%!VB-2H^+GavYF-b^(w@ zxfRHwtOK&A47#yMzHx)mJsP^PNK8Xa#V~ZZv2@(%!xFB-Op73WJ=3|Y+u;?Y7a(qB z8dqjpI|+ANxtX?6Vp3%~je^Hc=gA?T_O$MPra%Y@IVac^d_^oAE>R$>FHj_x-e}ZD zS>f9-vnFp*-KO|f)s3ov>Jkr>CdeyJ-TNVeo)Y}LUop|KswkTNI`}K zoMuP@=~N0xr_w;mW`J}itJ6i5ss$vOd_K@L>IYIj0Hlpzl|21sT?xWth_JT#E0E#( zyHzE4?@^U77)X0fK-wDxB9Oos9vhBo3tU1dzs)Iz0uXaR#$eK+|{zNF!Mwjf!ea{ew%z;HH4+=IASY zS#PE+?Mb;Ka`DZE%j^mLQ3)yS%gOhvO85y#Jrh@|!psKJkNH6Qu@FekTY&VV;Xzdi z0U-T22uQz<0&+CC9Y}v30#fg@K!m7x6+d#7;D@se0U()zKq?6VX*>+1@d%LOF`XU< za!6t@D+@HcT@pz76p&7&fy~bUIV5GPql!V)l$k@44@d?-kV8@cNCiP4holhG&DtD> z+8k`F&Eha`gw2HlYEwL<3UxD(;Y%P3H1c6pEAt*vwYe~gA1u-3K(gKdWOc3vvPAno zs;cc!AWJkENC!^=vaTKnvScYB9eo=}L!ST{z5|-I3#7iv$JFfF8^{`n4#f{D91G-N zd;^e!^IbqHOaiHJ9gyKoAQip?q{4McHE6#DWQ}bBQs1{gPWvMtSA+R@AoWcFQeO)Y zAu8tMN3Q)Ns9uH`kW6tPg%Ut2O#)e4DV?4M+Ao3(Xm-9Vkn#fW$FbA-fU4PspxOG{ znoTbLhrS3FpxKhzmm{7~h5Z>wJ#(K_&R+$jA2$H$$1Ol|t^v}IDNm_ZIt@raT7mTc zVjx@TT_F9*0IBx}AVO69jvu*72$(PR2@wR6DFURD7|^T)pjin(il=pY257$svY^>z zM6HtZ0qKNa(*Yp6K(H1UL3yB51e(T+-i|RM?-ovX>I7;hcMF%pz|+d8S5 zyjqodzcs41Mg!^a5kPVt2V`xX52VABqH9&BJP}Bb<^oyLg+P{E0$CIH0vS?3*49QK zJIud;EZKG-KsLivAZsXk27XZRTp$hJ2&CX$K!&wI3NrZp zdW-^=@9PnL9Y#TUwo}GPm!?W0?r?FyrS7W?Lu9qwA(z&=!PXLuTN{aL(XjWqi$dCrIR2g7-ACKtn=qL8(;CMP{Isp4ezob-N z-ljbK97yB;2GaO%K(=AS%c>2Z2eOB60Mhs;Ksxh1kX1YC6;-tpfD9)9%~Ik&+yk3w zKA>5HQO7?1y?GdchcPYq<$9&)u-BBKw_aED$H1K8fL0s?(wPvDg$M&#h=@*)0hP3> z!P+p>4v>aE0n*SnK-O0I231=R z16fjotr_abZhDf(6*^B)B=tOe$b$6<>hp=~F%?G&)QCmuvO`pAFX zVU!=siEoL`iL6#~EjJ$#wgGA6)AyCpfgdU-?%Jg2H9+RS1!VYmQ;|IUPCNqkeS|98 zj9tTPxo$_fSN0J3X&ByZJoG#~KzSVjQfUmx^f-{s!$3L#n&y%^KLup-q=Dsw3^Ay! zkKBEy(RDgY7r-V={0mhz{l8RR27oj$0>~z52GYRUU#a$v0jcmhAPr9WT8(_C0jZ(& z>mqqp!e|(Swy8yQH>S;cTuk z(}ry?63tA9QS#VnOHMv)kye6(}S+x9fg;8Id=8Bej4h% zoku=x%HToM7{rx!nY=W}wA0E?!tWBB5O>&Q^3!n5we!eH_Zn5Ti3XQ=5;1tA^4+54 zV&oql>gf`*5F^az-EhkhCOsc%i?j^$?X+En9W<~959seTy4SMDug7E@!P7Nn+yi8Y z^_CU)8Bf;+QZ8}-3oemZrkt^8`Ne&B^5k!Wvxr%pZ_#q>{l>s(;4PPU0kP>OEpMY8 z_!BukN43Cg8c+qP6!CXl;y%O$#v#rLk{)Xp2j{jkwd4LX+>9Cag3$X(jIIlV7^T%ZS07VVxVeZ6&DQax<;) zE0+i{9koLqJ8hR^EhhDzK}zo#q=6haGC+b9@0}*jl(u& zH5Z%ZeiO(LJVDV%02wB0nst*!6_}w|4etESqWVCyh<+f87yz<}K_H6~0+KIMT&7-| zjUj=Pd>qJ0I057;GN~C;K(0p9KyJZhfV?xx>U`nGECJdFso1=A`wU12 ze*n_qKY%Pi*~v<89gv|hiXW`Xp+Ht<5Xh1r4P;H61Z2&e38X`dfDG3GDR(`P_jY#x zS>i{4tbw&a*2o(`%54TR{2NF)h7fAUd~G~}A7qLH*+r8;^BMq_V~FnFQi`Wl*6#Br z)L8D$!yi@(gFwnm1hS@%)AUI|>bww08@B)%J_f=E`Sv5&RSe)c5JLz^rU;)4nTE?? z7~8V*)nl?Wo(&~uDuXYbsuaBgq)cZ#$)TYz&@3MQOX0qXAqymrzYcn_Bil3!4-lIA zp-*%ZU9;74&ZCB5Zokx&S|!VsFs2oL!be32g{LWl#^02|y4i|;49M^rkPdvMX)(ug zCD*Qz^Cw)Wn(ag&f>X@7uvk9#n6Y1Trdxsd88P?JpTCQ{7l{b zpO>y5`rBn4Jm`c+t2pQsmi~u~E(HOHoRBnXhjPRW+J>I^CCaxSfDA`pspzRdhEuLA zmTx>_G(>$Rsulx479s>>(?@{pgGu1t`mHFkS~qyLQXU3UW-gHZ_V1cr45ZH6fo4Sl z8FpV?d}@3DO2ZIC7Dy(aCucan-}Z-L|24{B-)ohkCLm?b1=7$ejO-}&Q-(`0ze^&w-o(7WdpFrjhyhl~&7$CyoVj_N!fx*{TRhS=0W(Hya zG+QAEWGjS#9B0ECV}0eHPw3fdK_{yfbJu86+xSTt6$SSyXNCZ&_hlgUKK`&8zh8Mo zjo+?E6+P%NJ&pru_ctK<4@xTe$w2ryL!68s4D*02Py|SU3xG7V6vzVI3S@W?NWO=G zrUO9oJr5+`n?Qz-lg0AaCyj$A`=2QmBM_Y{)J$%t9R@aKaJ%f3$=!x}Aq z=EHcN4kcsp$g7?;hiY>f-6TZj zO;j3UQuA80{PSt!+{X0gVzCo(#J$?57945MOT&7oot7(}F~)QYeF1xj51TT$jBGRy zbaj=LtBty7b}JSYU&1`uSY@rf3P|@x6!+=0w%P*HTM%oQhT?Rj^JG|U%{>e9bVJ5Y z>nb>2G?X|+Nh==9G!=-%*Tv!y#7ngiJMAcN2p&3YsBnr3eW)$5tynyYxGKlrPD|Ib zMq_Q}n_}@T;`ch=qUEG#jS1Z{S&Uyl6^j}7t3ugnnc(S%x1KeIb_@MdEEXZI)ogZJ z`qtvG)9^Kziqe0g8ut{7ZulS*tH@64!6}eKvzOqQT&U13W+6_c40{fC6iA7|5*!@X3-R8hkSj2THhGifJqJ1@eERX|G%BAu* z1DT)Iw5wRrZXo$i05Z(c>6dEyW=%Uf@qBHuEdAZ6mv=p9)Qw5I-J-a}EfzhXt0s>| zZ^2os|C>k7d&TG>yP~3N)1_`vRtEDAYDMj|oV3>HTbnT8Dq@q)w`jR^tuZW`tZ<7} zh)bAnu22e0+S3`Q{Im@7?X+FS?1d5ZLM@wyT!ztVWm)AdU+*%u&;1)^5Hy=@oELx6B89i$Q6JZ3=_o&LZXn8U76O-Jc;%K*+ zsPipau48^EXg0FX7m^(7P-Zth#O5dTuB`c_vYv0 z^0M)BbjKeWXfrz3Mi#rp&?r$Y0qsce}5puHce9|%+r?!-&nwihnuT3^oMU({Ba<|eTtTc zuQ&FuO(opo3&j3UtIDuwdGmVgq6b&F#WjetbiPH)4ePN}?7Q17jze6o^DSEbxgL!X zxX&$)MBJwHEn3cd6N`*9Uo*ZNl6npcgSBqqTumo1f8ZkIq1F6!%;oKT@~YR3oqO=C>0*yzTGhp{kN zqvS1`6?f8Pf5t6_eeM}Wk5X-h`dzhzWS$!v8C z_m^lelOJt?1sxv=+0)fp2=5tT50x)}<_60Ir`J&!^cT zu}9gA44J~EiX+#Fpn(E!k-`pJT&@ zuN&cR)MZ-}hxaWJwE;MjQgU`$-}dS43U${P2k-re&6;1+`<%ai+fy2TM%n}{m z(3pjd%1p4toOyNw8HOLMXwEDFk8Iqicc?-|cnqZTMvqmzQw~wQrvn)#9IEK6fedj? z->&JEntoc-Yc!o3e`zz$?d-02F&X>wUGO#u-v8?r;j}gjJIIT>rT5;PSf`UDla}= z*?9rT@EVY^?*P$p#lJOOIz#0T0Me(UfXv?nB>zt{aR15RIkDs!`GGOOQ6DPwh#82p zUe;GZ%aOPt&!x#vKg6V4z6r~$Op!Spj`y->PS++XiH)56Obf#=vgk7>}5a*!HSYXQ!oalTi~*A-85S3~CNLZ7%Jb%omG8YGyAM zG4Q^OICwoYauCHVH~v_UI3F?0G;<8;zz2`)a^_5ku?U|*kae33qiY<(wap%Jsi^?n zK1a*5*Wi1RH6PNO!JxXQrs?=z6@W<%56>d%IVO zA@3)|5%>gc10A)|sshXx)@AiWMumL;W8>rr@%?n)1+op3noem<12GecjHa_1#Srz3 z*au_>^be7Xx9GuPNoSn(I$3%BMp${f{1lJbZ*QBaN^u8}{dj|>-ve^jcn6SSzf(P? z-6Me9eLfb5!CagJ#NaP30MhOyKwcrYD!PlfS2H{YWEj)pk^6pPR95F+x&0@W328)@ z7AQY{z-XAs%8KKu;yT3m8@lDuTk_LX{%|~nY$XqS4DPxp)1Gz$o=Rioe^g5ew*Kt$ za@{A!kSXC?og#6&Q`~0Sz`D~$^YTvPUFPz>JVrNYugBWUm$D3&3Lx4>88#OLDm{--^oeWo-$$443_XaPEiJ!1j7J&inl3q`bF zp_oCXz1^bs>itFC%3-2n`EXIP1TXg6@*SsCi&J*)Cr;QlL>#k8e()JK@BO8P;#|ZO z<-52=mstg(Q!AdqH)BEBoRssWx3&j$A^Rl7AEgF{N z%kfJb!m|L4KMVWSwtPo7RKDXV2M%Y38k)*P(~iSsG-FiOhA#4mw-Ln#Rf85SAI)$> z_i~SDyuu?6)%g}Jf5{j_qOmJI;tj-WbiSQ-RN~Di$0Sjl!Mo=n?75hSv5peXmSz!H z>Jf(_ZlWBYq->lh+)b0sw5O21P3t3%owmz4{Dt!V&y4}K$+!n^>0oSmTNT2h<+q<3 zeGd)a>=9AK81rdt$HUm%dCW|!mL3t;a^$hob~%~e$6FH(?@;qj1n58;#DN?ul0c3T zSs=TNCG(+q=9O*#WaD%MDEqp2-X3)(KdOzCu&|@ z>DxW#F@+sK3fJ7B2AY9DDjx-;u}MH04+A++%?HxCOM!IuW+0t^63D{53}pBa$Sa;9 z3&+fWiI#uzT=?5(T_*orkNUNEDM#L@TPfOBq^xuQK$>1B&kQpk*ko z4JBykfX?Co7;1u{01ORoJwWtt86kQ%4aeWV2#B(*Cu1&zw6W!|71FwX12ROTk1At- zdt4p_zKR1`@&wTA8$ecf3P|1zkj;_RwD9Wr3TVz(K=zFQuzXrqF>U=x zV)E*f#e|h%dCphH0P`tBpcpG+ZT##fw0A%nz7|Nsw*qN+C6Mj@Dv*Y^0@*KyKd0!! zfYdMo zY4=uOt`MR#YPL7tvUmJV7+G^fjiz$n$6!YbffR}WsU!}h(qtF8_*=ZE&ss~`oXk)u!fo#>r#|~wIr9^ca)n!zGnGK+!T1TKmvaZ#)iW0yY_6{D9tEk-PO2B(Ww<8;v? zM{mb`$KGDx$aX^0YURT}QO=zJq|xlZ6#XYKXFSv&MjH*$*t$>*Y&l=_ZCW5|9rHU3 z7dXkb+K2ICs}lSVkfHE9OHl-h7-B#givwBW1duh51hQsRK-N$iX!aS6S)DHiC^;XH z!4E8#NBr9uYBoX!ZUnX2@}HF(`vYn6j9*kG-vFe^Cx26o@G+1kcmJ*$sqY`E2VGUD zW~&5{t~>-J-x?sVu{4k_e+-1a!Qxx|ph<^QO^anf8mT{eCbW@FYjN z#5%-fo8;ynjDZ9B+jpQ#+_Oo|Sc-#O!W)FlNAe`l(c~d6aqMBZRr*M; z1Z*^0G_*%K5C+n*2#}2s1F}ZqK$a*8G#dfPl4pUurhGUj$WaB;g;@h3APXD;LUU*Q zb;>gQg97|-9-0)gDywfkvPcP!QwLNZ1~NPYq$AG*>B#FqI`R>aj(h{8BRheVa2>7= zrgj0+k)A*{#i2ktG8xDso(H5Kw*lctsdx@Qco@<*Uard;(`tj$Tw=gCvfc`w>W60N7QY@i|U)ueQ*=b zyyxz4i5TU(7meo6qKDB{+U84Ga)E$)2JM2k<4K3YUPT67f9Apm7 zUPGiFQ(i7gDlfy2tFHI*6N-NC375QkhcUV?Q-z)LYMey+RC#5iT8!pzTJj7HO?=H=xyvM?w>G;0aEr$}G57blor(5+a!sh#LZ zQ(wC*oUq$))M9s~6+5vla@sFO-@ZYvlsn_wUXxt`wn2)kWWPF*b~KRT1i!rR7o)z; z*MKuph|4mn@HSe0_6rW_CXo39VoEdQ)95K}6?kjQ;&I^SvD8r^oB{o;8}9|g`xJ{i z5z9V@5#EdKz>L%CGt(YGdJWTg@!=^|#YV3%+VIH$obE^7D6tC+gUJA|$!yUa8_M#P zfX8M`KJzR3L{fLl6p-CCqcIEQh$s3e^aDBK1%T|BK_DwD1f*OT$Pq81={S%hUP5CE zXpX!<^SC+?r@`^5%|3G4PW@qm5LN-%M%5N4@2lEkF39D3_KpIQ*lhc0F&v9$8BnW8PSAYy#H2s~X&&G2L z7J3bk`rZdp|4%>`cI5u55XS+T&TbGHUm$Ko%>E1AqNi8%+=?C1jSkVZtw40afw4|4 zPPzLxqokLe(fr!oWLK67lH&?Q8{&wqhU~Y?=+n!VARNUGQG79aFBnsY6^Ks|BVash zmr>czmLMGL%2`*&nJO?hd*X){h{q9Ef%&0b_$rPqL73OY*y40iL}?ad3q*IsonZbE z%%%2(>fOe1b-~faqG=4z=c&$bqvaL5jRBsNOEpE>CD-gWY6tRKU*g0n>|j+@vkp^L zeg}|MS9`ds;x&iMKX>Dda17_;nI6}e0G9hpM9mj@&j#>1t-1@&V#di#P`VDCsC0h? zq>fZb>D~Y&T|HSfYabwKR;I5GHIDd~&9J--HV^(X$2vA}=(O%Sk<$bc-Lt0KndS69j8i7Zx|NDmhzm?< z%z-xAws{<35tH1fv<`P{Ql$ynN`FS1TO%T8I{)ww24Ek)u9n@Rl5*0h#!oXw3 zq9(7I{x0%<*EY##r|q&1Y{M1LER2}PCC%M>oZan>6Ap+|w?Q|LT(;qwZ^=tP5mkYU z>#rGVa@@*?%LXP#k66{GR6K(ir!o}4PCI&fL{CR&QJ3wSsZLj>I!7wP9M^TwZrTR}GL(#r!+1?059}-Rb%3%&~|*&qxuwIE-G_nH+vxyhcR!#x%4+&i zAoEi|h7CZ}H?OnP5&B!1Ab6Mz&r14zfu1yUhH zc3)Lkd>VdXfmeOQ#)sz`sT|Ki%84F9CDR0CI7-tqHGL+KPCudPf9ibN@CTHQ0FXRE zAS*lsWWmEg`V|S3ooxPyA%Tv^fh<`B+)kdt_`rq9;-OM#G&ipIm$J?|kv-e{er=?y@-uxLDn9pDu}I(`q31^Eofg8c!c zBSVi+j)j1%(K$dmz68i{FOV%TXoAvv0?;cC#n6Ettf`BDthwibRQw5$iaQ^v6bFD* zd?b*HX8{>5J5p|Tdg}`!`^jBSZ(sA7W*9XZnWPLJ-K_XNX_h04yaP}6y$fd%V?W~h zFO%A>-X@Jfa)%{+G;Mv;mNf@Zk`XX6|M;!4vAlm{yu9zM=XXG{DwUG8>yPl*O` zZ*U@F;3ws=opx}77*dqt6k?WeE4I`AULu}FjF8`~NZb$e;a#)aOy7XKMOqj6?6h50 zPmoj1FH^H?r7(~)q=D=q8Q|U?K4dVshtE?F_hUfzs>^|txf{rkIj=+xb$btOcY$^BCKf8CT`o{cdIG6*h^B`F>8QTg)hBDms{Q1&M}F$|*3RVY zvmR4KZa_$BnI{)3olgO&qfb=PQ-P#oF-3P=Hi%L+RrrAP#a}9?mFQ1iWNmf=7b!j4 zE>U`%mnwSQWvUEomZ*yQ5=cGWu2%VjfTWu=JxtRFY5HJIPtf#4MOTYiIw4mXEJUbO zdOX^>8kbcG8O`guRyj8WNPdPG3dRuE1xx_#^KB4%;+p?aE&n2rPQM0Z>%Xn@wJ$AU zb6{x2eGaak3^I2iF5AKW4R)m4)9eNCm&14$Cl1bdh3g5`Ln3a>VR7Z~{OeT#9=N_l z7MFS(@HOZX@du*wKU9vHrVXRDK8b11%N>(qiGwi05CW18mCJdh-l|^gI?G`!aHBHz z0FdDaAWM0`vJ$yxH{Of?XQ{V3n$mBHrh%-B43OHg8bvoX75adjVf?`V>l>qS91Tj} ztgJeuvRVl=I|`822LL&9O$EYC?>)10LNoTnIK`d>q@fFd9QdDJULwyc^Y$4l{!tYxKb&<0!ZcY2UYr=KgrYYCY4iLi6}<#VeJ^X;yUMZ=)HXuhrK^*- z{z%%G3L6p4^D2&uT@l0W!P>qz%`ziazGq5_wi9?>^I#NGM!WBIf?a zZiib$8|~n{h0C-P#s?n8rGkidC-x^qoNFuLhF;Js|!0T<4d*Wab|&dgBKf z4g!*aAp<8FvOv* z3^a#M-vs0^*ZDn_e>{+i7Xm4F3y{O%dpf^*qc#8}-`PO&Ed^5ltvda2rt`}SZ|aO4 zKn60!&`b<*jR~OocG#f39(qcn36t+D16OZSdd~SsHQn^hik3h+^63^uANxs(h|*XK zelVN^Bz>i(AJ;U~Vz@(PNCMd(Qo!;9%fx}RPH_x!yu8=XjBmpoY;IYU(Yjv$RM~3D zn9fDTQv6`J14u)6s|*qRTzPv3kOoV?P<(Yj^7(-*P0xR+{5X)|4xp(A$b83Em47^t z;WQxgmjDYy3))XJxW7~kRX{Q@WLQdbd4L5Z_Vqbt`S1uMta&ciGAlLxoThhanmUqw z&Dp+@vI%VW`oB{8!$5}WuPu9Nyy?!6=_~K(;_W$!GV37|);tThDVeu`tdwsw?fORP zI1|WF{;j1mg`HT2bU*2>)N8e%&uW>J=H2m~lAZs(lD!5(}7H1 z{)0+?63Fz`nto5yOcQu!O!W0HllND8@daTNY!;jlKPsWGfDAtasr0?9O8*i_`ahbc zk{};6cgH)4Efx3!JmvU9BR=7NSDhPn<5ix(PfGS`Aj6NErfin7eahq^Ro<@V1F5MH z@NZWFw*VP}KP$Q!$gp@viM*o9yN@Te1DEuFa0Fe*byeQ_Qj7M=uiwR2no_@(h+}q^ zhzxF(8z5=Xvc4Mky#7IQ4DbXNKT?59c9*i$f48!<6G%7Bn}Sx{U^Y3_+k$x4pL=@c zo$&Wv@OOJC?;C@;bDbJ4HUk;Hl=oJ9kDit)^N5cT(+;@7piK{QySA6Ga9oRMWKAU zt9OXm6Jxk16nJXJsu$h3tAfQhka|A^Qt#(L4(I*5tMm~-&Lc~K40ix2e>aePh4o6V z0!Tf6Ag7UYfee=e!5-anHGWWFQx7HZ6_5fufSgxCekBkF(!gmz@;?WpW3K^CM}gcy z+NVMBj|P%|ERg&UVtbbStAXTy1Bh4Ju(Qxh3G4@?0E53!)ow^*tWbLEyhGgVcq>s` z{Oo+qq=c6ExR27X8%WhNa3F%AqMtH(8Ia+~!OFtvK!%$&O^eAw`DmSYpt&8Ch6Ud~ zir2s=JsBoAI-CuesFl=V`S2~UwrgZchuILFs zhUq~1`_BUu{RWV}q=8J|K2oKN164Y*3iky1%UinXaWsx0ET}UhK!%v6Z_xBhnqIHz zZ$>F)yMPRZquZ75i4D}98mKleI_2G(?&R>M_@jHK;s?Xuw1TLnp9IqT_ci^M&i_@@ z4P%tSUOCuy2BAqM3f;mak~Bsjhzio0~p_`Vh#c92p$0?05<(^M3sB6N>F zE!Co-sfvFY$~-{K6S-`z0s7&xs^Y@$BS446B0S}!wE-6&Pyt;KTD>0P|FNT;S2iboJ@JhJ|9Z&lQy z@fSJWg~C17nJ!2v1K}z7i(rTgJgNZvy#%p^bT_;vz7dDZ+iQf@yyFJ?V}Ib#hnZ7j9IFgozcKy=Iq>uMI3U9@nl`Jr z3RR4_u?!xXmzTaeZ0Y8zrpbK2C~V*HOKBT%{a5M|z`*Q+YGrJ8fjOET2V`iOEob-i zHrB?c;3Ny8-%wRz(ejC&e1uk{hSD(50l5f}8e%}Y9|!*BjV(Ma51p(YLqvfLR{$x0 z9gy-8Ncnq!7#+lOKvs&wz$4pi`=BO|@8vygOsKR}Y(?ztrIQfHDHnU1qt=N-oRxxq z<4;|V_=_sOQgI{VT(8{R3$NDk_pOKvOda?Zb~`P-y}k7VEq+{$e5t@uXZuoTR}rcz z6{jO^^U5i`@dS&%mm==a`a04UzpB{4kODClG0{oU{5=Qp8qyqiXYplDr^(Zv&W?^N z+%9Y0304$D%^@Y&uRw$lTdR~({+^1Mp;E6?cw6vIg=Tyu$DVFpJs5D2W|z(43_&Tr zOV{yYu%|l?@QMQ#REYg&$;ExVwLQcCbcltB-}`7E?KlfdCybp|x?BUkD0wbM+-UOQ z!}0k2A>zZNIo{%rH|3=bFB8L8;t%8E5B=3F!I$y0u9ML{s=hC7~RBd6sWfId>n?VV)4yC9P->71E6-Yx= z9C%rXgAsRDs6Ni$GZD9v=G@yl&dkqC!}hpM?r5Ao!Uq=}hoh4U;a`KQK{PwMJ_nPR zhOF4L_){K;<2%C$FPJu*>TFMw^ZR=zM0xtdhZrLd>kC(Jei{_ncvzs+FLEp zQA&o*RZ3R^8D5wxXAi`z%a%^wLPN#@_8Aj=T!pkq9A zq_vK(wCsO?49?Hxzz@W|~rK><7gNWMAS<%E5`jZyKlQw%^HT&oIir*jXG9X|9boJ;oMCd&72 znYpk@Q=(~4j}`YGL5R8^fJM=?%p_QhbMz&Zgl+ zaE)S$02!*+%KL_R)r*#5tg2BToS`DW#(>5kFpfX@z`VxCmHdG~(o3FDPTmA0ecdYM zL<&%D_#4*%5Kb3V#=v4g}^EhzW=tmFK0?i8BktHblFl z_O!hFgsA?b!(rV7AyhR(80Y{-fUJuckk?im$bmHhcQc-wq^?6HZ1c|kWR&cbn;Fh!=pg6 zjcw<4?lYj-y-&>BHk!$?QSYoY4X8gJZWq*=HN#k96dx$*4pJ^!NPwy#0uO$EYIm# zFx8eOYlnM>jPiS?>`0zvd7-DN}-G+f*t3lD4z6$h_h()606vrNg~_ zJ(eE1Zn(G6PX998J1Ba!L)0P$$3ZQ-cdHs_g)Lo83g}fgs0XcSG+^dRbw9PwRcvnj zWiepKh8BnDMIm||LjXwbFp%9N0*snn7(dvXlE9R{1N;EUp0*9hyj?)@mU+~jWId3| z_5m^+4(#YaKs%6zUWN>i+*zR6KZoNlTm-biaoWJKKxWPalKE^PLk!r_Kv)~_VRwPS z4-D&j>vMsWyadP)*Xa%T?Za(tFZ0$GJ8b5Z$8~UfB5rN%*9(j!3zhLSkl`~;OaDmk zeo<~*x0H!4&FWb|m-#+(c=El6Wf)?L-~Zse+JeKmwlwogVNLo=VNjY#3-J`9d2?g( zKk`qUFh;a1x2LuLIq%8VpYzV@>J91Y zjR0Bx7?4dA2gdFZr<(2Z@;x+(`%EC2egcxoc`x7XLfZi8DC?PX}LY z5FVo=HVu)F9_X!gHVyF#x#d7_w<^w0{zFy&PH6X1!=-nWcg*R`3+cSj0dTRevb+(< zFuI?jj|DOm_g6H%^W*Pft9=bM%}`eocjTdY>L&FHAj7@$AnAYnT^*<2daj~(0m)x>o|3NzG6aD1lOf)_Y;gY3V12TqKOPxIG~>fsuzW$O z`s?;#JiwxKL}Ls{OL0vnfb=X0q~|Fhr?Rxp&j8K&QKyT+D&GgBkA95-Aot3G8biQN zJoq10KSTt`TizHDx4a?_#J#de0qI~G$iMTQ(fL`R`3LLv!Jnf*x(`S>Kal(ZU>)cn zkbloR1ndqB1M7hiGkqcq;s*udK=$qg&<{)kdjV6x-oP}l4=@8{SIhz_=Wi_I<7N?P zl+zCKjx?9lDLnSmw^N}UCh@K{`TL)*+HNS2HF_+NHGVRXZNEsffqY>Gx;58zm!ALzZj)U5eafUNmjfUNoVfUNn?mXr!!{GVQ{=$%03dzONq zN6)(92b*pr&<_j&Y4}7S`^an{OL!iTC436Vnt2__#`z4$PQC-ks(<}DCHEnaa$A9B z%>XG^8dq|DAZ{`7EkXRC;8{R++6#dEWA)25eK(M8y9($>`U^lhxB*B9KL*m!HXse{ z0@6^Y>y@G2K-xI~NIS;^8-S-?Um6uX@gt@at_IT3Z9p1$07wH*18LwTAPu|^q=9dN ztbsj18t8I^GH^7ISJQN0H{b$IUjn55WkB*jb^|&QJ^B#|92a&2xkj$JQPI7C6u1&d zzMFv@UseE%fX{3Cbs+irE>nC{fV|3P0tW!2n!XB1zVaR}(F1z|<4*1SvL$mm&flshMKe zX!>TKkkRqp26f901!+73r@(+N95t}9T3Kicl;Y7O)64P3r&}!t%pKr}HX492=7)d* ze8Y^t{|01O2&Au9>hz8}5{DU4ktk9^?*kdW0#fKdI{hyTUKmcktL{|(05aVBp1!j& z_s^}xu^5LVGH0p06M+n!BZ_uZm58cV`NRiCh54K}7%mXA5#J1$&+k1pdd%V8gXF6p*#&pT!!1QrSY2y@SCPB#_RgfHaZ*f2_TIyi`*I{=H6}*E(mK(#t8ylp+a( zBqY-dPDG;)k}#4wI5cvQ#0*08V&r6!FeRkoo^;efGDwbF7=$DYcL-sm=uUXP*R0ju z;ph20zdxS+`CRk8)|$1~UT=HPo|(PZh8n;b=h6N|Rd7z$+P=RCYI)X$|EYU|q}TSmoDe5> z*l#o6KrOpmn3giWPx;pmP2~!S&fS}t?o96DV*;4+%^i(*&3;^9(<$uQbYW`mmx-tfyvlC)Td3u5{xQxqLJNKcm}M{DOp?w#XX7iN zmW3{?0*01E^322~{MD@gZ`{|U5aB&>ZV$-q02wk%EVh|#fm#NUHn-8-+`xYwN8Z7< zl|r#Q!zWWB)NOqphe87V?^KYRFm8&7| zU4t6u9cmQURf&AF^GqMqI8o!cxWBKbWA38Cur@c#ZSG#Xxyx$ftA}{n=5EqUxH^Yb zXO<{bsuzE#3aE7_LoLtTncGh8Z?iPpi5K5j);$uK zYI6xeBmz$t+nE|!_JgDUZ`1fIAPUX<%esfp|wQO}^cagyVt`YE)R_l9@<5RLQ z@4Q^#x5&EECmXP@Eea-=?@ zLvEu!Hmb!hx}Ob>a6cmqget|%rt!tB*E#eypP=aPzXts;KK}g~o`X6o`Gnj&Ex-`_7$+V0w4!Xa;w-oRF@|2uw^YJ`j^Enr4yD1kwa-Kas z-1wmV64l`$`z7j7sC<5Y%@F$YPm0AH@FmPd0@VMefi8o#Rw@@2Bf1$1ECy%-_`NwPv%!fK`1Rl5H z6;Owh1{eMmQpt$vw#a_B7!OsuX;5D&mbiHT6ZSjHEl{oUFjN!&1hq6rxq}BK{ws9tTn(}=ZH)`r+vC*FGKg}MAgYKXhg6aA8 z@bMK?t7V~jjS+6&XxWB~>4p`D`D&H>P!G9G!Y-32)QT|}INGi=0&2Mk>b=XLy5<%a zp6=eC4b_@||Hz0%+(r^^BT1NIejO$L7%J19P)qrqO#b#=Bt;&vJo{be6R71j{#eaz z@Na3eq>a|w^SL*nPBP5IXWdES5vAscsy3!`-l07GW1mdRbc38R1%&L3r3F%s>rEHe{3uz*xs1Y;nUK?>8)be1hD-1td z9a_cj=6U=5^^wv3=0P3pgRU@MHmb$v=!eQF0An}WyoTOl^A1e0g*g>!nK30|H~te5 zYPdIUv*C}Smd|c?g&Ex13|@4&=|9KMWUWUqS?iHZ)_N3w`&{~ug^Rkv1zn*+j$v20 zC=BWAVuYr8{93!QcPHA?eFC*~x!xA$4yeLKCfV>zsO2<1b+y0=Qc9#AlkDPwMGnm!@&p z{((?tiYM$n=TFkwCSZGN7}OGT;m-KL@lDJ~#QDy+zx@5x=nZ#uT}%E%_v%md)Smy) zGp;LRt_u?|;lA^kBkacJLN(kH7v6A0{H}96r*_C5)WjUnoy%$m+RE+?$A37-b8@pr z;eI3B%{SiD*_*rC%KQgv`K??0mJ#k7S%CM|<0)63G)%j1dB^Q<)3@zx%M*uMPCdZp zHyUag?(+YqZ*XDq&$hAY4|d-O&$QnVBe}EJDA&l&L48iLm6HDq`CM53FurM(Dy$w| zUzmIUFL4~q|FT~0KS@p&IKVf~KX-e>==@ZZkp2Vqan#Q8f8kGm{Z_U&F243$PrnZ7 z&$*oS3$9$%pPkfpZ#dp*q^DnGZNZwUyyq1b0O~- zQ<%;VHvZ%^XV}r@XHzNn2}rl z-L{mELoMguW8c3PYKgfoj(`7r47t3cF7FuB8Y#$7=F{s0`>oLjby609I=2cz?}zqt z^bn}ip|hagy8$Zge5m81v`k}>e!H$7|gzJ zR~Y<3F3Ma1mEn%~Mdvevh>pi8)=RIq$qGoW`?)`h*L9N+zg z=AgV|P42Q;f1BK=VO8PY<9y&bdwjncYMBAaD`L)g-bS1YwXrDFMv7M16UqcsgRFGn z7ogs6|AJlbVyN}*fQqkJZR3YS#ZQ2W-}a)7KRIRNPlI`;C%+zI)bgb-*@TxsEz6)X zSmDA=U(U@@6$$gLOG^|g;}~q&l|N6$%rd^pdrZe(G1DS%y0Je2*-yL_-^!9N+x)Un z%f7GJ@NrPfK&bqNK(+3rE_{c3|4~SB_Wg6QOYnh9@S{smye2;KLU$8l){W5=BOv*T z?b;4&v>8p$(0B;(FB5k~?RlnyZzu;^zBjAl-Cnfm15n}41Vbyi6Amprjl-CZkGf^6 zS7GD$aqe2B+&w+Hivgl_bRSx;m2~jsMvlgDc|6f}A8yauhl1>LWQ%lJ%HHwhTh4c1 zR61nudVAyIBSW6vgL7wH6gs-h7IH1r@-b9vW}#ZM>}k7SMWFV(c~JY^vrxVNLA>Qf zo&$2(MajO{4cFWi$_BP4^WA$ez_as!=`$O-C%HTDq0{JhscQjvdnY~l__A70; z7AoBWs0}|2wY&sXP%T0J+Z98O;luceKr2Ow&`L4)Mgpp~Nf)1TOgm4U-Hi zV=q+weNdbCL!}G2_k++&I0QW~d^i*QwZcS+(4Vj|s1*}XD<+{bPQiAB(}%|=T&7koE1h+Y>8tU1eK!98|YYapAk6 z*82gHjyrxP*!#E_L9OVku@8`FfC`^@t$nb>1gN4_U)L;G<9DFK#S?9K98?1=aN%cN z__OQT`-tywW3$}9(zii{*TLMs(i<^q!mc;j48Mg67es8hAJp#`6;LgC4phO$LUq9e z*b?6D!gHZ&xCE+z^-zbwm!Z~w2WtHcWYqBcCPqJ;lthVut)VjL29-e&wt=_1@M@^< z5e-loeh8J}S5RHM4eIap7B|~)2dMm7mUA!au;#fh+rFSZ?--qNpQl-1P>!blVnRJl37pCtU_nmq84sk~V|DGMmA`XKV&RsHJ43eZLdbvY$Jd?2J!vBKRE2 z4x=G-VB)tGLt`lJHMBwTrxlvhDoYMA&3Ln5ee=J*sm~m)(bo0Ydoznq8s}Os;|iQ~ z1x`T~BMXD~*@7Jww*{+#a>M4>pWaWo--a)QS|&oZ)J&*8?fZaz|7@t`Dya86^sg46t6{E1NC@wY;&#rn}s&pZoE-riJM=#>1oZ%1m4SCDd@xr%>2!H{iA#bPU1Z zW}EMBsHOBvo9|#q{UU!}gwaxCBmTVAh2MZ`nPOKkU7%i`H}tP}YVh1h6(HdX5Oy1m zLT|=ycpcO-^FMaOZ$Pzd?zE~`eD$T=V6HsUE{_=NMnAD>uKU!kJ0EJDRWAJgXEv-j zqf<0riSdm&lAG0z;Ec!5eUpco{IESetKjr3bh4dhWg67-i3=BCN8X#GiI}`-C3c{UDKjhA?mq4X?5h~4Es1J^JRNm-y3W>V1=O+@Dw}`3Y2*KQA!DQ8Awn*n0PCyxL8x`YF#EDyZ}2NNpV5%wv@$ng zl(-gZc{qN_y z+H^gxx8Xrh%X#s$uJ9a?8*0Acb_54mO-slz>=<>7IVNDZ+Gh7JsAbX>Hv9n8QV&&) z;aBE@CNkdEdj-@|%C1LkkNdMFM$2nZ^}YD2T+sBLVC(xH)H3U8I~Kat*znZ&5m&nM z2VMD-u6!w|ZKt8yIs=t;7ODx&06QeTP{YjU=!eN6wjRGhE$P#3JvKt+wHYd}?;v?a z%=9yCxsp(sy$tn1`nC)2fW?Gw8fxEv5o%0tf-1~^p)zb6v>P}As_;Xgmdl{V#dxTE zYN59CHZ0JO4O=nFsN_tW(ScAU?GKgFD5zx;R7UqhWwZ<`qaUFPR65M&b1+naPKL_o zBB*>OLoIWm@_ATcZFoie{qgSL5OqBfpe2{kYkY9;3bkD7OcMcw1!&QC=-!s5(cXf2LjSGpME8-8S4CYWV^xZPQpTX!e21t1DD|Ul%{b z#fMz{qmcG(W!`lWG0Laqq4;fAxse@n<%+p-C0x0ZP<@kf@oC2lR9|LY*bKBc;&@?n zwk_Au_h}>i?g3TKnJzpVs=V_cc@HzMVsb+rs-F*y+W~V7)J7_ymaCvLia@2i8)|^v z549((fLh**Uq6AnKGYp4S1%vs(&BdvK-DYg!eOW^qb{6)8na2LvZkRnm4W)0&boLr z$Q`Mnw%~(W{Db&1;lTu4f)Ml)4!ZQB zzYVJP`##L?gs?ws4tK#an4e(phMi&FC`><03wRz>Yuo^}%t_b{JOP!#@318-n$LG0 z*cEES{h_`dUI5ivH$g2A#BZ!|M}n;D;iPNW6x6C|s7A^_4X!LyTbPq9y^cOdzheNZ zjzOq8hMBg+)iDWG_7qGFxAj|HNd(L5P=#6#RjALP3N`yI+d-*baFQs?amewH z3iHR<8h3_jf#aZ-5l};HBGh{Sf%$MZ)OzhNvFr7QT5l-Sas||S6CjhBv*K8{BFwEg z&aDV@D?%+-K&|*J)P~Yf>A!>OlHw|xz8lms04n`hsPqx2^z)$7KU-z`px5n8fP zE9`(;!E>oy;Si`5DxeB<5!4cipLN}y^P;otr$U;cqa_2CRTgShbFv-7UYI!9Ze|12 zGVK(bt-r#CuNZ9KpAA)vr=iOIHdJ0)-TPfn&80um9F5V&uCfv4HW!}j!qL<0`zfg9 z^!ULO_nZ&8a{DNk7C%%K12Ax$U9C(1+*_vU02^)xwfJ55NEhBU(AJ~fAY0CbP-?vO_yPvvK=!W z(&eeP;Wi<=i6*T5%SX-4jE&9BEH)voCR_)fCak4|Z|7yya!--Ee%#y~gFfbcG56e@ z0ZrqtP4cvlD3LO4`$==tAN@=sQQ_4JpW-rY-^{ee z-Txt7#ftwkT~D`ecAU+(Q7-WoSCkbr_g3*}bKYDu&T~)aHb({jA>Y_PY=2L_BdR>{ zKdZ~yG@tmFe2$#>5BY5UhkUAL+cKxB;+<~vv^{kL*-(^5#k4m05Bb%(bsHy6eyHQI zF}_Q4`JLA1(tpm+yX^mL=kyl4uGXK*dV7|WYw*F+dpfs|G*sK@jgDI#cRQ9|Vc#!z z?BRHvW6*JgW7KhuW74s~ag*b>mJ#!Zi)ekN-H_jLh~sF-$&PazpK@H|xXJMc$3Gm) z$J=}lbUe;6m?IxWAs12YILUFQ<6_4Zj%yu1aQxPBx1%R)H`u}PK*u8;Pjwt2>Z7p6 zMa*)1%rWJ--f@fLZb#2mc0*kp{f_+{&u|>=c&+0U$5~L@H%nba%JBooEsno97Ef?B zb3D+ouj3HMkmI$EQyk|y);Yd4!IRs*+2kU=b=>Zlf3@A9*YQBdUXBAChdEX`);Qke zc$ecm$EA*|uI^(uu+Bwnblm3HL^}#gE61*my=qqWxY_eT@x5N2IpZ4R9ZU?`Rx%jbS@;ve21?<2=VXjd8KSl0rM8yp)Pc}9>v|Npn7 zTztJ_GDpVaA{UWxoZ}dCj5>xLLyi@Wen+2Uv7>R^d5J5i;}*w^sQqDsi%2^*IHnxy z9g~iW9OpPj9m9?x$J_?UKj^{%N55k^9Hb^Hb`jYzwxk;z*Ez0nOgc_=3_Heee#&z= zyT-Bkz3%n|6zceY>*C3$JjHSEgP!)x-JDysbtGJEi(#&^j83o&ka@00XZ?+L*>KI3 zHeJ2jM;1AThUe$j`@bYNG5>$8(Ao{EL6_ML?&rb*7uKzrTKc-MZnf0X%Z2y1LDSQP z_03gF*Ibw((b_y8B4@~Bs_OU7^Es5PsGeI{PO=ljJTz%%eThm`*-&Ed&J+vd-k0P zSFU__zUQ&RW|<3{=SrHsaOEwFJTr^Rd`Fe!B8(V+=cCdk3&<4jfn@KAl?tF(Uyz3ClFr7;cBV!fx6K; zj2C}Eeegk!PB*Z>l}4yR6w^XG8yN-QHAs_^i@Q)AUVM}ta2{T)N7L~sxM#9+@d{K! zycj{F@R}}Uba(tgc&NL@RbeqQfESfI0h{-rUrFSJU!!7t7EV5dmN<%);T)v9YsKSw za=1ItlVe}}CcN)Zem_DQPht2HQvPY!`Y`gs``}U5M{?#?0)r^2I1Tl}$6)8f`P=YP z1}5Ay!=?BL+Qi+G;u6$=7hgd2_{KA6YIeIlz&^*>H2Q(&!IS0L3*f>b zv<5yI!F)H2PmyzJYWUo6mnockDWg5a3UI{bOw@Whg@Bh-(^`yb{ag3aHDtuP`eU#| zl-iG=3*dn>$@3frCe&Xf)A@fzoHSd%W73uIPkzFW3_9PF`%V1K`IPno62Ze4uxn8R zKRgv_RvWSFBgU+ukHy1L9lr5RGL3Jj(Tz2E3mG3LcyhcRzX>nifY#xeYA0fbJj&l< zWE6xSK1S1ALKnc_9=EkLiL1`WsE&AXJz9v@Re9Gu$-X{>4ZuDB zCW}p;V&s!XY=xrdFgcqKvn0tItdNA)FSCPA7a#7koLUpV_X0&`mnQBHwDUBMfN)YB zU50Ob@uMz`9Qh36g?MopO5*ij`KXng1Ds7)!fPVD=(0;)e)%Puju(GMlkujW6;U*g z4LrMd#$V0+`v>Z^4~2mHJV!zCjb{ng48pG?FY)5L$lx<@-1D}QkuYZXDw>fE=#Hud zXd!*0dm^uRfnDcV1{&Nm)snag^`XneuTgh=hKpC2h=zO_fIiuN#ujyyv$J#uge;izCugTbh`Mpat$>jeHh+{wCkqe zCun_$%lhEKuTn95qluRPG79gocSo|Tr zg5NT9?ffwtIMP+nr0{d3Ce6YXAMqO;8&1K7kL|G`4YzNia2&SHC!AcMTo*uZh65KH z5Kq}mYgKYwfqlNBb@95^>icgf5MI}3{d+6@pBhfhwsH*rkwfe^T#yBaZR0bW4Ts>Y z9kdWW0T112)A-@q-{^1Br{TGVd#tx`y%DTMDo_Fz<>lo*FTC(3=cDj@=d%&a`%FDJ znSqvpzallGZmgb+fN}H&*`QK--e@(#Ea*lQhXT3kP0ELMOEZ4zJ*5M z(@-~lM|5X+<2%50clcFk4e{bbs17eKLkscTa&8(>7@vlkp>Fdfv=)32t?No_!JZ{~ z#@CWT4Qo-g;^9i9N-{NH#GJ=H?pv9YQ1`y?MipeL`R_-f?Ox*HZWLyZ@Rm|5NxK}Z z;@5upz1QS%PC#6dCy%*DJUQx$gBZT?l?QvTFyQ#F%MU(B<$NrPMJ>3Y2QPL++xhJG z!G}<;U*Q@rH|^*n6&}*k_OT!CL?fQ0`&w~z;Xc%!k7+L)-a60pB|Ze7Zex849uR3~ z1Ae%$-1;OuwgW4(LI6(N*Jc`nzWr>b;^s~^eHO0qS)YdWU93;R=es%&-#gIenSr71 zHlK)$>5*rq_-S_d+aY!Z)068U549_p!}82$em25r&%ig2;T^V==k4w_6yC7QG<#}BSz59qd6ylL%0NX9{K1}*pb{h zwR;$Q4cs&3hFFI-lU{rgt;g%GtH?LJRI3p1Pv-1cq)Z>mGjXJSwDBAunjd64no1h+ zPc#v)iA8=u0sP)O!92M;!fF@i887*Z4ioF9bX3!A4*z_fKUHsk| zS~*1{PBXanrILGRa`pUgrq_t3f7LXw>)&92;Kjh3gz@5;XbnCDJH2HGX5-rvb^GFs zx4HX|8jEvKIX(d!-eJSEmYDvSmcfhPZDLH|VZ^llltDqD@jN}6uV?Y+)RN{BSE5Rd z1GwjYOYy!R>BEyeIWE8_@!}Fxg-^oIv$oKC@7?s|?(00`C-OXrytI{I(7 zQQ9+UYB+cY0}UU9Pay4v;i;bMuP_Y-Wv`)xf>E%dwIkTg%)o` z75H$=Cgv`rCyIz&Tao8iOtmU=Fxo&M$;1X@m~u(q^)(gKH)tz93xD87UB&B$-P^fI zcMcoYbWY9NH8G2b_rgwG51^x@4?fbK!d*(9@ExQLi*q_OF>BbCSh8=Eh^Zss-Itqu zkrIjDp?SoMdbrPYeB+1w=pjHKpnRHL{1|O-!3c*xEB>Lf9E6Yg^xQ)5HY77r#)~&4r>3jGz(wJyG^Ok1i zYR&D~9a&f0AC=;Lus722;D1jxinL{L5xM7)NaACtf!c^Kqk6p9fEMA?@N1-u_TJa+ z$=(0G;xGzC;l!6v6fb^;{CLeNcDSFeJdz5)$exMG#F?mpH^loH@?GOx8NVumw`s1#eS#`ui4rr_M@OwOjEo4w;%mKh=4hf zOpr#n?(biKrm#ZeIpZ|1+|~WL;)V3$HKaTyQdvzru@)Q2?KWYfvA&cwvQR4KK@a41VW-_^^TZ zqAXtQaVqQJ#UoH1J^-hqh(>P=vt$UPlpiCLaP%2uT1$a~Y~V}^L>kSyw;N@SpvJ>! z38Zy3ZQrcnWJ(c z1Rfh=z~J}JTj`rgeB%k;HSzlmW2hwY z;!S9`kK=z7lfHx%I9C@}jiYpIAO$O{*oE?_J$w!2TIROp)Eg98ai#AD)9$P)z|c?M5mVpu1tSJ6Qij&W;*CjzG^VScWE( zk@zC2#%rdPhFUx;G=9#3o`Z1JY+8vlVgwDsH-2Vuh1b?MF@5oxOJ>Hi>;)$h508D$c88uiaoj2f7isjEiznZu zK>M))_}qIHm%vf-iLy)GI4vJ zCL&fMKk3B_kPk0bBQIW0D#@VD`*PHS!+EMn5+8!|kt(dmr5w!UpwS3#X!g*aOfS0g zaQY0cMRoWzJh+IbYIgJFcneS9%cq`HhF?f6#@!Fl>P*2m`kueCXT38>3DR0x<7mrv=9$?vu zXN~fKq&Zl7Gv8{M3IyPuM@5Q1qE+l2;x4qbRM)cbY{|3HWZu~OTuMsap{aSZ8!bb; z_y_8UHwTjGK|Jh*LW@WDY-;-A#TwKTucy~EIh5yJ(z<%|&3sgj_a8=!9^N!}lH!Le z{X8x}XDlgyQ#0^L>x1yaqpZ)ss-v6c&Sb(cd_q(Hw4smT?E`7{=Cl?(Y%tw{H>Wl= z9gt3B#P3i!UaUHe=lS5nuofvzZ3J`n5HeaS?acB`f z0EZ);?TDA7UK7f4{0iR@FYZ94c=1=X`zpS!pJAUn8Yyq)$vuGdEh46psrV_Hh;RJx zQa#zUkS7vV5-+wzgYb=?N~9+iEkN6O+>!V++Kg}f)YQgLRprU65z}=z%|b?^AMK<- z;*n?zzVRbm^=Q}qcm!+%@#3MV9^d$}uzFAid1>fkIOSxw=5x7 znRC%nO4|5=w2dEFs|VYT!pj=oSOFVQ9lr6CrSycUVQ3D86Gx+|_{NX^ZT#q9JtFwb3)mCLM+~7ccyTnU z#E0QmNV|F@iy0ZRBRm9qUu541z-va^_$WO1VjJ&=%`UO~y%)|v+V5lVyRozinP%ZF zXaq(kfoI1}Xx0hhV>I{2-N-#VWCzbtH5@WK;O?sFQ}UftAG zoXi9<5+OW|-Tv>RUuuR{7Kqy{cQ z>ZYZz_stw7FQgDK@)|D{1RCIgTWswI!NsVC_z|}@H6x}l0OjE=XeoXQ{Oz`;W*vSv z^xSSY;Dy7H3Rej)xPz7;O$c6xa$^MsrZNsf%$+UsInoN7;b(WTJ5lNkJY*W9mw!Ej zuwXg`B|Zp;&!9W-mGBXyOc%l~Gbzy6GSd|V!=sUNE2CjyFQ^sRax)eCZ=i%@=4DelzT` z(AK6W{P$xVGl*XYe|?-n;CI4<7r8WW#E*j0kXm9oY_^218XaK+m|jS4h@+er zKV8a6#ApU1-25a12QLmyGCuG@7)9y=vG>z_Akj5_;I~M>fNX_hm(yjWkHYFY3XK=v ziSV+4K>jn-9vPY|1n)p*3ExpMKk6+b?WB z+nSnIKQln^t>HqX4-&EcFVq;{5$^hxPc!^( z*mb8ZMCE@Oyt{0_rr|-q*@AY54Sk!CgpccEfv`wNhU^9z9~1a`t>JKGid!iui>W)bn?c%+dWhI5^t z2MZ6%H>*ff439<{6O&=Ed%nrw#g%9az8nr}8DoicBN&mTq;lV%mXxOcv(#*cx$kD)U7KJYT6&xLAuULPt${3uv* zY<}+GQwmo^c-h1o^|0r0wg%!mXe;r%Vg3pET*XY+z%Uwx7oY1#q4BF=n-keEz8ua7 zyS1ejvZ{rN)=ptD$Pwk4e;dCh{spJ-a~oTFuo65IF$a^DHp~(6|`@p;2mf3pcdk% z!Xd+%EEz9yQMvu7g)!tKJ`IOf+QArv-#cG?R=znE)zJlG;Oui4@uZ&v?;b%{;$tHs zH0daslz>=rL4NLtRti5sHNkv(f7oR}t*QGFxG%&@g(X<|3?0s>5?tg?na2!$# zRl!G)(l3N-6(8Y^Eat~C3<}=J!XGbj98d|4#c-><( zFFp$AppNSp`S3O5$BW}0r~fMm$Q2JIjK8lj~6ilOfd7 z@kzKL!plwq8F;{I2343{2wshf@#4x9g9R_HMZNH8_&XYe&%Q(vV@!_%{a|l))$92DAmAfzdbeO;#Ry z)=>d`7`A_t3h=Xy4~|2{_|RMVW*PG0Q}8oXj?coHx9NW$f#}=$=A1MmQ!BtD-=+WX z0eB&*#E0Q=?@=?w!{gUeGkg$w-lt}GAAAx`!KdJRA5u$v2DaNsD=7{9_G7vXpZz$( z5o!~)BjEj%0|M&V&XeO!_+EJNR#bsc!BL;lGWan31C7CZGmLyR6(54DQ3{`i<)3pr zzz5+pR9enY{;>K#ycZ!5#VkO6yr?Pi`rt(`s>J)?MQ98@4F5!7y!T6XOEd+ag|C0b z{*F(>bH1iq@gexi76zu`;Z9`Q^S=>{RDMH=2#6P=uJ|yVgL>f;u-msB9r5BMGzc$7 z(I|WjzO;>f9dCYS(4n6EtS1iG!Mb?yY!t$W;B*x3!0-RQUuas1U#NrdN)*J4Q_%># zxC~X}{l8KxG#M{m{5uC6ym&2IgpZ1-9xwL%gYLkKN1zS(0Bl_vDKJ|I_(}`RgUDRX zV1YN46_`?d3~oR^ycqWsn4WlX5gLLQ>rgd51y5;NU?$^(@cdQM z5lZ1rq;-KgvQ2?$&>L+F%mMA#Al?s8M_UySlW03W1&=N-FuU;q7)PZwWhMa+XNK|C z_yD{Mb;X+w1*RS9i5DwSFT8jLic}DYVd~Kcdxa}aGz=1d2 zDLv|i7vrceUR;cV_#}MeU85)8Ym!mQG z6#PEIOAUeV;e?Y4%v8KsgXZC*aNx-WW+^@hH={N9ENprTO^O#Q&}O`NJKBjC6UciV zg@X;qhfl+k1{d(CT#o-iOcfeLAPoP7hTv0h-l>cUd=mCMol@h2um(-WN8wdx6qqUU zu;oyi7caI7vT?jP=^REoUYv=>M$*5(K_LyYb?_=hD;@%W^yr@574^B0oL} z_a8|?@j=-0yaH2+55SdZ3_b;SqiVc(#VE!BUc4RE;$x%O|JM*$NFWWHo=;Qby>K9^ z!w2C(7gB1xA09TYfZy-g7+i%G;nQ$>6}u=t30qvsz?@W;~C`?VDpYdsU`y}?P$OgV;qQXBp&v^mzuJt1mQ@Oik9UV#y8-_ ziD)xkTpy?D@#3^O48WT?MT1*Wcf6RqpH{q?^M9GZTt+Z&i1X11d=mcjFg3<&>X^y} ztZ)mv9DM3A!ne{|@TbM3pF)}?1?Hh;bmeWV3lCgD{2f#Ve)R&aIF;JNPhO(6?!?1M zYw7=ryJ)(#l=$Bq2k_oE3e32-X`*S=3~qjp4NqqUxO+o^S%>$2RA7oWvVYIu;xd@G zslbfFiv!U_yg20x#sxkGn`|L3ycfo)&g^NmH~*5!kd4h@9$>A@H^zgi@mqea(Hpy9rS-S0hyzJp|p6h z%T9I=ydQ@DOOxU=@T%X~Bk)n!|Mvou#s}dtv=yI%m47mj@#3@jJcK@0mg9ngLNf?2 zeo|OyLilW9VTAwpnNycQ0LIaDym;F_g(iU)Yf%QDfb}Sg7t7l)W6(YP>H$we<@g|M z+P2Vi$9v(m$d8Z0Z%_cAg~Qtwnj!b-{2%iN8l@F@F6f0kMzIR-+qcl%fF|Q(a21-4 z7fU-9nt6D!6H4O!a1=`6#ib~X7gwXr_%z&&w&TSik^QK_EPma97oc){7|ui8@#0q0 z2QU7ChTy%O3e7+?3NLGzBjf^AO-UN)P*?MR@TYRELkqY(i-Q;&*5>KH)1g z8_;&VSksw;-pdb@FoHVb#e0z-pMc9z055)xhTz3*D1;Aop=D7RFHYz}|4$}>F$+-) zFFva-m9A)w1PyGsw`G^C{iG{`!U?sd59mvM;F}M%~@JTrQ zq(W1H7dxIz*Wkr7P#7PAM^+S?o%jI!Xc+59HnMABjvYxM@Bw)6c{DvO}D_}rL6(;6>6HLlQ%z>DRVGY;_LwJ56e@O2c!i_tLSOYtyr7cXlF#9#x@PF#;q z!|iA*UM#(aQsc#PGJ|?HFFX86`Gx{EuNq zMA?OSLwxf#1|VLnzLOe%LP=qGF3lREGPq#VDZLI(!Va_=w{M-UnxFq;U8I9Jq$wQ z6QBH&{r^=00Rm#vuh`%5;!HFKFLwEw{TMHf`;o&iJ`9uF7^L_V{03FWIRe6Sem*ENN0?cH;x^o2Eskd=7mNU&t>q zz3^%HWI>S$;#2U1k|I-$55gZ>6q%{`P)p+XDKZU;hqt0l_$+J|X;Wmj5b(7vG8<8h zftGPJ9eLj7mQ*%kc?(IbPg_dg8^S4k|K(@ZtzG z1~0}@4PJZ=O~t3-Cx;c8IruE}9aUudM!ukCnAp(-{zL8i6q&Kd7Mc7nNd$YIK>y(b zuvfn#(-kj%abl6_gBN$A5qJ|QGWVk@d;%WbpF-dRaA^gtf=|JPgXs=@5=M?Ywa9E& zBKQ_6{)$4tbB41)ddNq;{ZgY7~TdM<+${(=GzP@s#7%!8wg zOah;TSC1(&X?zs+yPUx|Prv_T-nx<9V;&oZky~hu2T26~MBaz!<6Dc&?Wi0dgSB_E zGCl!&O)D}J@d4O&dXcHe```yN7()+}C){@yY4CnHe<6L3Ps03V^#7&=8(2oTUOWknzz1Ois=|xiR?!`J@ftK0 zAC1VMc?86EtJ&A_;?ZawUL1ll_z-*tW%1$;l>Z3VcEa7LD_$I)qELA8DpZLVr=x1T zI3Go#1d^CtD25jgd5J-S7soZwqh+rh4L42GZDNG4Z@2H(FlAJzWh41$BQ@r zo7&^W2i8##JdBv-1QG-?FpH9S@uN4{Fkbu|ty4T4`4(M<55dB>8Oiv-yG7>b_b41b zx}nHC^AQ8{QMw5hZDg$Ay>K=1hoxXzeX_&KBoV8LrkMlN(5VMDl%cb57vEB zWTN;K+?`=R#s|NkW@ss1eDpu0!;4E$gVMvnn;Bb54?jVh@mW|B`I1@_D1lv(d5mAY z;3ia#7jOTH;{aYXUsF)L*ck=!;#nw!7w<(i_yl|sO~H%Pw;;TD4_b(iBrs2*Is)Rf zZ;H$+yf_1`$0y)Mv>Bg)-=eK}aqf3CC0<;PIzCQ~;dS3rXnYi&`Xfz^55jboLgO>A z$xrnEC;}K0*~VbOi+7Qtym%c7;l(FVO@x5VQ)nt)tjI4mbMQfUFIt38z&DGEO$wie zJ&Vco2}VAA5mn*Su&AWiOva0+qZnSi2ra~mx1l<`7`c;|1_DWVc(Y=&0Uv-<&{lj5 zzR{7C?Gxo|3tm;;)^Y)9A112jatm{KZ9A& zs@PQXMiSPcsd%v&&yb7Z#R{|(FHS}&yx4%!_%zH&cyTA%f)`EeVzV1Bc0=AJ9ERb8 ztt0dwfd>gJLw)h$F>Q*?5WILS3gH9rv9`q~jQ6!GHiOG4C_V^lPz*1wK?%J0ZhI<( z7x(KxLGj|nXfyue2?-i0 z0ra;#d<%u}88~$y-G`6C=TQ`&7Ej_m#lsUSXd!%fFqK71@#fUxh&l08nv6gYCeb>) z*k(wvS&tVxBJ&iV-*6%F;>EkpC}#Q|K7`*>fOY%_*-$lLf z;(=Ebn?ZO#45CWBco`ankI3AB!USS4iK2M%-)Jgc{20x{XJN-H=|8;K8`a~*A!r>w z1fNEm@F{rRcv=`Ag;$5EfIPhRD*C^88G)-f$kfo6_%s}N4Z9^?oQrzl#TBRmFZ!=# zplc)e*9EFnj@Fe#CpKjn_LcmO>snB}7IPXRdCU|i% zGEegj2G%1VJ_UCpKi+#&u{j_0!H3~dO@pUu?pN0id9sdc)>_kz#Xl~}1 zj~6?ldb}T2p$uMp|5gsqcrk-YmovCvuPLm955QMYUwj%~bQ^t-7dN6Ycrh~hc6JE@ zF<5a2{f!U8lkTMH36b>)$i`L`)@aq}$F+K}N&ZK4V;=Ok>FzdJx6)r;E z@kw}TjMl2-_#ei+fQIl!8vcSR@#4~ZImqC}Iy40@rco_E1H07HLU=!%jZ*jod>%F6 z)9|U;tb6$q?FTeSlG5pBndW)8K%i;tu7XZYO)Zn~fS8!r~l zrK#~=I0TKrhu}IC!eU zThVm9*!&9$iWjRlb40`V&7G?3`J*fD3TJFmT2MPi{0^%;@ z$BWIrqQCK8cs8oUi?5+Ec<~oB5id^v8sWt+wop*Kc=NZkC|+EEHsHlq(AEfnG-mU6 z^!FmTTEybsPtm3VRWkF*9}`~ubDv#?E;T^cWrL3Ma>^3RMH zycn6s%Vq*%{&x0Vybr#FTE9Typm#^H>5BKkS*RyoeEk>t5-*ngN`dfV7gU88$N!fW z!i#fI3@_H9}C{kz!D(Hh=}!d|~oI=nb`H~TAI9Q_BMl6Y|{DqYQ~6}+OT#B{`q z(@T~#r{I6RB_@eCElbQ$v<5F0 zw<q_uEex{kvyTdoWkLKFoe3}!!U{b_*4Y5wnK^OLm&;0 z*q2h_1Mm$r0`KiuV%G0Z2KWrT-AAGEF}MlU;!S62b#RH9hmXSLs1Bck(|eSdRrmzV zp!N7H9Nn|TL^ctS>3L|0*^UaS>3|)v%!w34%O)o|Gz`%?>mYVTK48DZ=;Kczal$Z*< zc<6~GrV20iMN{!XcpI97kHLNcDxi4yHd>0$z)SkGaeNs5IEcdG%}FJkAM#T3GW`wT zLR0X1Xz2kJY~U;|l{>w}92lf|`*=(OCeEZUN#h?@Vje>od>VEbUShW5eK3Hw)=;u)kK(jCk**?6)X| z55bX_u>pJ*t)#CkEF{;rbym%2x;>Gr2d)s1H60ze54VPvX#v zD)9+;#tj^d@F93NN+}-Jp$2>kE{f7++c^FwF}|DGz|S-ze0&-i;gfJ9+K$h_J7+L@ zx6@j10~&?Tz+I>oFJ3Z}*1(H%Q5`-3pNg?zd?>QUh4_6dCPgcY;-Qtc(xCh0hZIUkVDFKF4l` z7r#W4@uK&6^2dkZ+bD_8zzbiY|FZ?RRB^GjOdcUFdNzaq0g zC*7;z*AE9iM>x@|u}m zN&_dO06qr$H*IDr6c0zCD!h1Delt^p7k`QHQcJ)TG&66aMfeQ-9i{MMys()`Az>6*0G&9wB@j$c)?}yV+Jw5>s zZcD}RVvF|8xc`>`#_Wr>;G(VIi3^L3s%+gqI++B|uwBc{IFBEf5hjC}L446;TTINI^8&1*N-oC9CKZ z0SW4^h~O!TwgS4rgHl8wVuA8n?TfxU;?)vLH0K0b`r|Bhd` z!$-3z#{=-8;p|*|gk7B>g&a~|_n9X55Zxh?J9_Sg=6fhT*`%G*`}X~ z3giOWiidOT{5F@?$O>=?sg-5m84|^vxpvi!)ZuPeLhA7VtR>fQVfwAKayS2f2*;B| zJRhzi$#@9*d*<0yCKGPBo#f#WIAlD71^2?GqzDhf30}Jj;Q6qDRN?A2ySkg~!i9e$ zHMnpasl&st{Uj=f3rCaY)m;BY7LvqjS^z&H$+)oH?NkmI=8!yGxQOKA!sVnG55f+U z?P?h=%q1&v;U=;H55s?uD!d-*Q|SLN6Rs(CHHlQ?`LN&)P7k~S9wT*l6c*jdAlgGk z;U$uZ3tRi_Y7{Q)N_@B%ZYPDfdn(;Wit*rGoR(yXxc_du+A)n)5OIarZNv|D&0xWkUE4sl$Z_R#1rpR04W~3?5wgI_ZU1z=40E3vl7BFHj*|IGGgT z`Or@SxUikU(Zz*pS8)^%aQzoK`64x9hA?k66_S&uYjG_aUG9PYd9yw1?n^I zoG@o26~w*p*cJvC9)(A?b2U7O!_~X#hR@j!4DP1^HJpC%sK3UpLQF*A#uL=~5DUTF z(+sM^Y!s%R<6?q);8XDq)$0h$!x7CKd?cXD;1Gv{=ThPDH0h2DgStbxap7g+!};g1 zdXCJ+{UWPL2@}HMZ5*l$7j7gKxG=k|gTHQJ2e5$D;lgJ~11{Xx(V?32tViJ&Bn=ln zn&?oY@BrLOO3ujde;jH?X9vIkV**i&$p$qr$|4_z*Y`V`NH^GO3PJV+XGp{Kh; zCDw6-;53qn3m+socmPI-4;N1B;ZQSWnI3*>#6$@b!b%dvP2Nm}@F1)ryYMiKk`v$1 z1<>8o!Gq)(6EK%FKg-TwS}%uck9%OJTj&nl4XcO;55rSruAd2!H+xeFT)3T-;St!P zk3+4&ovJ%K zu#9A0q@wUV@!;wXx|QTyl<$9#0^(&x5Qd41Q7vpYl}h147nzK^VfMZBpNxFChit-m zP`sK-0$uo5GrUSlaW%uC-npMXzmaXi22z5nnY=)LCjB2^!pVe}l;XnaWDPF7pH$#Q zu>UL$FYbXCNqlQIRNzo;h#PmobdrgC;IoBn7Z1U0bEqgDhR5bQcvE;w74;+9L!2H= zxZp&Rhv&l;WHKIt2go#80qPIadRZQhAaijqe4AADWC!p(IgP7%^fx(=3!f-rf4%sl zMtJjl`oB99Ze-R%Hi{R)K_#^87FqyTlQg^n)~saU^`;U~z2M+KmpO891PS3@IFD50 z0eHK?0L1g*OC*X{z_#U_;<&4v^FMnPeZqtn_I;64D2pA#5J|)^c-{nxt znDD}^k2r;9wp2slZQ_Oe?i)T}`CPc1$fFuc;VYKE3MYQdQDj{&JVG>{15yhY?PgH- z;Ay&WAL&kc1b$b|n8W>zNcNuCMm=zW<;CzIk!OF@z+Im(09hdl1A85+92c(mlrsen z!U`f!MiBb<(Nb9khKQ64!5c*}P)9lc=QANI7sDTqaZ6NumCq!qMOg>di*T5u;_11Ipd=X}b&a8i`k@F!3kQ75V4*w>F1rx(5R8%%+2}P*0`d<#+0w(@! z%@Dq4xzKhcb|i#JM3xt3T0Ru|EEhgvc|`;Fcv8$~#^_aU)7Kchk8`K}&Y`xD20ZLX zE|Eqi)b|e6kHkO0Ef~%x8XkaKNNYR{FOfuC{lN01JML^`9FST*&{q7&j!6`+hh2W+ zjKJM+2C2u3;CkY}CMzJPhzhU*>~fvUu(;AxQk3uyd2k5j0L zrp6O*Q_cvufcWqLe3|6q&Uj5_koNq8q^Oyu%7}+6Y_OT;SDTo~VWOhBrcM#xY8Gmt zsr4kn&LVbAohR31XAVt`AjNzq=!FYNcfQN3hnl9TQZBJhT~kAeZxM&Rm8Pzfx!f;Y zH?S^==YHXZ3y3zD>wg6Ko|JL-^WLcOqCrj7@{!!tT2r@?t$ZZ++@z^Fq`Z{wfSXAO z4|mYiS>jzoC18h+>=+NiO=OLHJ)cMeh>Nf6yq(xFY2=%>2>j766V%AnSyS00eh9Z< z_$<-z2)syIkCSO-R04iW&g1zvYrOYQQ))dGh3iOjJkpa!l3v&8 z%HEpFBUOv#|9_J;^%jY6U$0N0zf);F9(HT$OH$6~J9io@5E=PixY%-chNh+yvwR?j znTUtr4$Iw{tV_&g;9|?`p*D#Aml@7M3^F3_hIy8U2D2d|$&2`euAlSiotN>RFP`k6I}-{!@%`4*P5+g|JMWfc88`IT-L~AU z*GBc%<7_2a#+U(mCz~(JC>Wq8+j?giD+lQ7U3czmy#5UjSW^YT%epgiS)Y0kHuX@9 zx5+W4r0G3pMa)U(mlP3aQZzRE6Fj9M=Ev||%s)$@FQF_}{wbamig}wtlfIOS*mNz+ zM#)#Q%T30qG(Ed>W4Q6UzBGgPj!;N_oJoJ81hSwrWxA1_uD5NukfH+p>klbPcr0vu zJxK4W&o&op72jQ!n-ezLW$6=*f2Ql5;@&W98G6?ig@2E=smMsl&|Pua#)J&LukA{v z;m^=>6S|qJPnBk*oG}iwLe}Zn3bay+rRBbqP^^qr`jWO<8(i{%SwY$J)T6S{gGT>> zdPb|XSb0LCxtz1M^C%(m9V+-zRCF>8=M%(aTG>Pvae)Gs}?Ft#7Frv|@oc+&MY z3Ck$^xvNTzuLkMeS{9p&Sv|GTXq%-!99M2UnWcAbQMe=4M_yxdmf1)9v-APBd1*$I z!TOk%P0STzeYAUraYQ;Pw!*LK9f*~g^CzZej{h?6*PZmXS?)`C%vye=$^X|$3x??T+V0M*{9NeDP5s|9 zS;ll}NApac0_u`ejY-*hn(f~ym8IEw$9UV8ewBY6sdtF8J?}Plj?#D7j`XeckJcB( z*`}o$-;dGnvt3IurjOP8*!HFvPmk3H*@7vRACF~0SBGxD-BU@rxu?;fuCc4}axQ!N sxNBu?u0GUeTi(TJH=c{e>@LQ@@ti9eT`CL5>!&8gIV*ER`nz%e0kMK^?f?J) diff --git a/crnlib/crn_dxt_hc.cpp b/crnlib/crn_dxt_hc.cpp index 62a974d..aea1f6a 100644 --- a/crnlib/crn_dxt_hc.cpp +++ b/crnlib/crn_dxt_hc.cpp @@ -530,7 +530,7 @@ void dxt_hc::determine_color_endpoint_codebook_task(uint64 data, void*) { uint b = blocks[i]; uint weight = (uint)(math::clamp(endpoint_weight * m_block_weights[b], 1, 2048) * encoding_weight[m_block_encodings[b]]); uint32 selector = 0; - for (uint sh = 0, p = 0; p < 16; p++, sh += 2) { + for (uint p = 0; p < 16; p++) { uint error_best = cUINT32_MAX; uint8 s_best = 0; for (uint8 t = 0; t < 4; t++) { @@ -541,9 +541,9 @@ void dxt_hc::determine_color_endpoint_codebook_task(uint64 data, void*) { error_best = error; } } - selector |= s_best << sh; + selector = selector << 2 | s_best; } - m_block_selectors[cColor][b] = selector | (uint64)weight << 32; + m_block_selectors[cColor][b] = (uint64)selector << 32 | weight; } dxt_endpoint_refiner::params refinerParams; @@ -609,7 +609,7 @@ void dxt_hc::determine_color_endpoint_codebook_task_etc(uint64 data, void*) { uint b = blocks[i]; uint weight = (uint)(math::clamp(0x8000 * endpoint_weight * m_block_weights[b] * (m_block_encodings[b] ? 0.972f : 1.0f), 1, 0xFFFF)); uint32 selector = 0; - for (uint sh = 0, p = 0; p < 8; p++, sh += 2) { + for (uint p = 0; p < 8; p++) { uint error_best = cUINT32_MAX; uint8 s_best = 0; for (uint8 s = 0; s < 4; s++) { @@ -619,9 +619,9 @@ void dxt_hc::determine_color_endpoint_codebook_task_etc(uint64 data, void*) { error_best = error; } } - selector |= s_best << sh; + selector = selector << 2 | s_best; } - m_block_selectors[cColor][b] = selector | (uint64)weight << 32; + m_block_selectors[cColor][b] = (uint64)selector << ((b & 1) ? 32 : 48) | weight; } } } @@ -663,13 +663,59 @@ void dxt_hc::determine_color_endpoint_clusters_task(uint64 data, void* pData_ptr } void dxt_hc::determine_color_endpoints() { - tree_clusterizer vq; + uint num_tasks = m_pTask_pool->get_num_threads() + 1; + crnlib::vector > endpoints; for (uint t = 0; t < m_tiles.size(); t++) { if (m_tiles[t].pixels.size()) - vq.add_training_vec(m_tiles[t].color_endpoint, (uint)(m_tiles[t].pixels.size() * m_tiles[t].weight)); + endpoints.push_back(std::make_pair(m_tiles[t].color_endpoint, (uint)(m_tiles[t].pixels.size() * m_tiles[t].weight))); } - vq.generate_codebook(math::minimum(m_num_tiles, m_params.m_color_endpoint_codebook_size), true, m_pTask_pool); + struct Node { + std::pair *p, *pEnd; + Node (std::pair* begin, std::pair* end) : p(begin), pEnd(end) {} + bool operator<(const Node& other) const { return *p > *other.p; } + static void sort_task(uint64 data, void* ptr) { std::sort(((Node*)ptr)->p, ((Node*)ptr)->pEnd); } + }; + + crnlib::vector nodes; + Node node(0, endpoints.get_ptr()); + for (uint i = 0; i < num_tasks; i++) { + node.p = node.pEnd; + node.pEnd = endpoints.get_ptr() + endpoints.size() * (i + 1) / num_tasks; + if (node.p != node.pEnd) + nodes.push_back(node); + } + + for (uint i = 0; i < nodes.size(); i++) + m_pTask_pool->queue_task(&Node::sort_task, i, &nodes[i]); + m_pTask_pool->join(); + + std::priority_queue queue; + for (uint i = 0; i < nodes.size(); i++) + queue.push(nodes[i]); + + crnlib::vector vectors; + crnlib::vector weights; + vectors.reserve(endpoints.size()); + weights.reserve(endpoints.size()); + while (queue.size()) { + Node node = queue.top(); + std::pair* endpoint = node.p++; + queue.pop(); + if (node.p != node.pEnd) + queue.push(node); + if (!vectors.size() || endpoint->first != vectors.back()) { + vectors.push_back(endpoint->first); + weights.push_back(endpoint->second); + } else if (weights.back() > UINT_MAX - endpoint->second) { + weights.back() = UINT_MAX; + } else { + weights.back() += endpoint->second; + } + } + + tree_clusterizer vq; + vq.generate_codebook(vectors.get_ptr(), weights.get_ptr(), vectors.size(), math::minimum(m_num_tiles, m_params.m_color_endpoint_codebook_size), true, m_pTask_pool); m_color_clusters.resize(vq.get_codebook_size()); for (uint i = 0; i <= m_pTask_pool->get_num_threads(); i++) @@ -757,7 +803,7 @@ void dxt_hc::determine_alpha_endpoint_codebook_task(uint64 data, void*) { uint b = blocks[i]; uint weight = encoding_weight[m_block_encodings[b]]; uint64 selector = 0; - for (uint sh = 0, p = 0; p < 16; p++, sh += 3) { + for (uint p = 0; p < 16; p++) { uint error_best = cUINT32_MAX; uint8 s_best = 0; for (uint8 t = 0; t < 8; t++) { @@ -769,9 +815,9 @@ void dxt_hc::determine_alpha_endpoint_codebook_task(uint64 data, void*) { error_best = error; } } - selector |= (uint64)s_best << sh; + selector = selector << 3 | s_best; } - m_block_selectors[cAlpha0 + a][b] = selector | (uint64)weight << 48; + m_block_selectors[cAlpha0 + a][b] = selector << 16 | weight; } } @@ -823,18 +869,64 @@ void dxt_hc::determine_alpha_endpoint_clusters_task(uint64 data, void* pData_ptr } void dxt_hc::determine_alpha_endpoints() { - tree_clusterizer vq; + uint num_tasks = m_pTask_pool->get_num_threads() + 1; + crnlib::vector > endpoints; for (uint a = 0; a < m_num_alpha_blocks; a++) { for (uint t = 0; t < m_tiles.size(); t++) { if (m_tiles[t].pixels.size()) - vq.add_training_vec(m_tiles[t].alpha_endpoints[a], m_tiles[t].pixels.size()); + endpoints.push_back(std::make_pair(m_tiles[t].alpha_endpoints[a], m_tiles[t].pixels.size())); } } - vq.generate_codebook(math::minimum(m_num_tiles, m_params.m_alpha_endpoint_codebook_size), false, m_pTask_pool); + struct Node { + std::pair *p, *pEnd; + Node (std::pair* begin, std::pair* end) : p(begin), pEnd(end) {} + bool operator<(const Node& other) const { return *p > *other.p; } + static void sort_task(uint64 data, void* ptr) { std::sort(((Node*)ptr)->p, ((Node*)ptr)->pEnd); } + }; + + crnlib::vector nodes; + Node node(0, endpoints.get_ptr()); + for (uint i = 0; i < num_tasks; i++) { + node.p = node.pEnd; + node.pEnd = endpoints.get_ptr() + endpoints.size() * (i + 1) / num_tasks; + if (node.p != node.pEnd) + nodes.push_back(node); + } + + for (uint i = 0; i < nodes.size(); i++) + m_pTask_pool->queue_task(&Node::sort_task, i, &nodes[i]); + m_pTask_pool->join(); + + std::priority_queue queue; + for (uint i = 0; i < nodes.size(); i++) + queue.push(nodes[i]); + + crnlib::vector vectors; + crnlib::vector weights; + vectors.reserve(endpoints.size()); + weights.reserve(endpoints.size()); + while (queue.size()) { + Node node = queue.top(); + std::pair* endpoint = node.p++; + queue.pop(); + if (node.p != node.pEnd) + queue.push(node); + if (!vectors.size() || endpoint->first != vectors.back()) { + vectors.push_back(endpoint->first); + weights.push_back(endpoint->second); + } else if (weights.back() > UINT_MAX - endpoint->second) { + weights.back() = UINT_MAX; + } else { + weights.back() += endpoint->second; + } + } + + tree_clusterizer vq; + vq.generate_codebook(vectors.get_ptr(), weights.get_ptr(), vectors.size(), math::minimum(m_num_tiles, m_params.m_alpha_endpoint_codebook_size), false, m_pTask_pool); m_alpha_clusters.resize(vq.get_codebook_size()); - for (uint i = 0; i <= m_pTask_pool->get_num_threads(); i++) + for (uint i = 0; i < num_tasks; i++) m_pTask_pool->queue_object_task(this, &dxt_hc::determine_alpha_endpoint_clusters_task, i, &vq); m_pTask_pool->join(); @@ -859,7 +951,7 @@ void dxt_hc::determine_alpha_endpoints() { } } - for (uint i = 0; i <= m_pTask_pool->get_num_threads(); i++) + for (uint i = 0; i < num_tasks; i++) m_pTask_pool->queue_object_task(this, &dxt_hc::determine_alpha_endpoint_codebook_task, i, NULL); m_pTask_pool->join(); } @@ -911,16 +1003,68 @@ void dxt_hc::create_color_selector_codebook_task(uint64 data, void* pData_ptr) { } } +struct SelectorNode { + uint64 *p, *pEnd; + SelectorNode (uint64* begin, uint64* end) : p(begin), pEnd(end) {} + bool operator<(const SelectorNode& other) const { return *p > *other.p; } + static void sort_task(uint64 data, void* ptr) { std::sort(((SelectorNode*)ptr)->p, ((SelectorNode*)ptr)->pEnd); } +}; + void dxt_hc::create_color_selector_codebook() { - tree_clusterizer selector_vq; - vec16F v; - for (uint n = m_has_etc_color_blocks ? m_num_blocks >> 1 : m_num_blocks, b = 0; b < n; b++) { - uint64 selector = m_has_etc_color_blocks ? m_block_selectors[cColor][b << 1] | m_block_selectors[cColor][b << 1 | 1] << 16 : m_block_selectors[cColor][b]; - for (uint8 p = 0; p < 16; p++, selector >>= 2) - v[p] = ((selector & 3) + 0.5f) * 0.25f; - selector_vq.add_training_vec(v, m_has_etc_color_blocks ? (selector & 0xFFFF) + (selector >> 16) : selector); + uint num_tasks = m_pTask_pool->get_num_threads() + 1; + crnlib::vector selectors(m_has_etc_color_blocks ? m_num_blocks >> 1 : m_num_blocks); + for (uint i = 0, b = 0, step = m_has_etc_color_blocks ? 2 : 1; b < m_num_blocks; b += step) + selectors[i++] = m_block_selectors[cColor][b] + (m_has_etc_color_blocks ? m_block_selectors[cColor][b + 1] : 0); + + crnlib::vector nodes; + SelectorNode node(0, selectors.get_ptr()); + for (uint i = 0; i < num_tasks; i++) { + node.p = node.pEnd; + node.pEnd = selectors.get_ptr() + selectors.size() * (i + 1) / num_tasks; + if (node.p != node.pEnd) + nodes.push_back(node); } - selector_vq.generate_codebook(m_params.m_color_selector_codebook_size, false, m_pTask_pool); + + for (uint i = 0; i < nodes.size(); i++) + m_pTask_pool->queue_task(&SelectorNode::sort_task, i, &nodes[i]); + m_pTask_pool->join(); + + std::priority_queue queue; + for (uint i = 0; i < nodes.size(); i++) + queue.push(nodes[i]); + + float v[4]; + for (uint s = 0; s < 4; s++) + v[s] = (s + 0.5f) * 0.25f; + + crnlib::vector vectors; + crnlib::vector weights; + vectors.reserve(selectors.size()); + weights.reserve(selectors.size()); + for (uint64 prev_selector = 0; queue.size();) { + SelectorNode node = queue.top(); + uint64 selector = *node.p++; + queue.pop(); + if (node.p != node.pEnd) + queue.push(node); + uint weight = (uint)selector; + selector >>= 32; + if (!vectors.size() || selector != prev_selector) { + prev_selector = selector; + vec16F vector; + for (uint p = 0; p < 16; p++, selector >>= 2) + vector[15 - p] = v[selector & 3]; + vectors.push_back(vector); + weights.push_back(weight); + } else if (weights.back() > UINT_MAX - weight) { + weights.back() = UINT_MAX; + } else { + weights.back() += weight; + } + } + + tree_clusterizer selector_vq; + selector_vq.generate_codebook(vectors.get_ptr(), weights.get_ptr(), vectors.size(), m_params.m_color_selector_codebook_size, false, m_pTask_pool); m_color_selectors.resize(selector_vq.get_codebook_size()); m_color_selectors_used.resize(selector_vq.get_codebook_size()); for (uint i = 0; i < selector_vq.get_codebook_size(); i++) { @@ -930,7 +1074,6 @@ void dxt_hc::create_color_selector_codebook() { m_color_selectors[i] |= (uint)(v[j] * 4.0f) << sh; } - uint num_tasks = m_pTask_pool->get_num_threads() + 1; crnlib::vector > selector_details(num_tasks); for (uint t = 0; t < num_tasks; t++) { selector_details[t].resize(m_color_selectors.size()); @@ -1024,17 +1167,62 @@ void dxt_hc::create_alpha_selector_codebook_task(uint64 data, void* pData_ptr) { } void dxt_hc::create_alpha_selector_codebook() { - tree_clusterizer selector_vq; - vec16F v; - for (uint c = cAlpha0; c < cAlpha0 + m_num_alpha_blocks; c++) { - for (uint b = 0; b < m_num_blocks; b += m_has_etc_color_blocks ? 2 : 1) { - uint64 selector = m_block_selectors[c][b]; - for (uint8 p = 0; p < 16; p++, selector >>= 3) - v[p] = ((selector & 7) + 0.5f) * 0.125f; - selector_vq.add_training_vec(v, selector); + uint num_tasks = m_pTask_pool->get_num_threads() + 1; + crnlib::vector selectors(m_num_alpha_blocks * (m_has_etc_color_blocks ? m_num_blocks >> 1 : m_num_blocks)); + for (uint i = 0, c = cAlpha0; c < cAlpha0 + m_num_alpha_blocks; c++) { + for (uint b = 0, step = m_has_etc_color_blocks ? 2 : 1; b < m_num_blocks; b += step) + selectors[i++] = m_block_selectors[c][b]; + } + + crnlib::vector nodes; + SelectorNode node(0, selectors.get_ptr()); + for (uint i = 0; i < num_tasks; i++) { + node.p = node.pEnd; + node.pEnd = selectors.get_ptr() + selectors.size() * (i + 1) / num_tasks; + if (node.p != node.pEnd) + nodes.push_back(node); + } + + for (uint i = 0; i < nodes.size(); i++) + m_pTask_pool->queue_task(&SelectorNode::sort_task, i, &nodes[i]); + m_pTask_pool->join(); + + std::priority_queue queue; + for (uint i = 0; i < nodes.size(); i++) + queue.push(nodes[i]); + + float v[8]; + for (uint s = 0; s < 8; s++) + v[s] = (s + 0.5f) * 0.125f; + + crnlib::vector vectors; + crnlib::vector weights; + vectors.reserve(selectors.size()); + weights.reserve(selectors.size()); + for (uint64 prev_selector = 0; queue.size();) { + SelectorNode node = queue.top(); + uint64 selector = *node.p++; + queue.pop(); + if (node.p != node.pEnd) + queue.push(node); + uint weight = (uint16)selector; + selector >>= 16; + if (!vectors.size() || selector != prev_selector) { + prev_selector = selector; + vec16F vector; + for (uint p = 0; p < 16; p++, selector >>= 3) + vector[15 - p] = v[selector & 7]; + vectors.push_back(vector); + weights.push_back(weight); + } else if (weights.back() > UINT_MAX - weight) { + weights.back() = UINT_MAX; + } else { + weights.back() += weight; } } - selector_vq.generate_codebook(m_params.m_alpha_selector_codebook_size, false, m_pTask_pool); + + tree_clusterizer selector_vq; + selector_vq.generate_codebook(vectors.get_ptr(), weights.get_ptr(), vectors.size(), m_params.m_alpha_selector_codebook_size, false, m_pTask_pool); m_alpha_selectors.resize(selector_vq.get_codebook_size()); m_alpha_selectors_used.resize(selector_vq.get_codebook_size()); for (uint i = 0; i < selector_vq.get_codebook_size(); i++) { @@ -1044,7 +1232,6 @@ void dxt_hc::create_alpha_selector_codebook() { m_alpha_selectors[i] |= (uint64)(v[j] * 8.0f) << sh; } - uint num_tasks = m_pTask_pool->get_num_threads() + 1; crnlib::vector > selector_details(num_tasks); for (uint t = 0; t < num_tasks; t++) { selector_details[t].resize(m_alpha_selectors.size()); diff --git a/crnlib/crn_tree_clusterizer.h b/crnlib/crn_tree_clusterizer.h index 113b52c..d6785c3 100644 --- a/crnlib/crn_tree_clusterizer.h +++ b/crnlib/crn_tree_clusterizer.h @@ -25,14 +25,10 @@ class tree_clusterizer { } }; - void add_training_vec(const VectorType& v, uint weight) { - m_hist.push_back(std::make_pair(v, weight)); - } - struct split_alternative_node_task_params { uint main_node; uint alternative_node; - uint max_size; + uint max_splits; }; void split_alternative_node_task(uint64, void* pData_ptr) { @@ -45,7 +41,7 @@ class tree_clusterizer { end_node++; splits++; - while (splits < pParams->max_size && split_node(node_queue, end_node)) + while (splits < pParams->max_splits && split_node(node_queue, end_node)) splits++; m_nodes[pParams->main_node] = m_nodes[pParams->alternative_node]; @@ -53,105 +49,73 @@ class tree_clusterizer { } - bool generate_codebook(uint max_size, bool generate_node_index_map = false, task_pool* pTask_pool = 0) { - if (m_hist.empty()) - return false; - - double ttsum = 0.0f; - - m_vectors.reserve(m_hist.size()); - m_vectorsInfo.reserve(m_hist.size()); - - std::sort(m_hist.begin(), m_hist.end()); - for (uint i = 0; i < m_hist.size(); i++) { - if (!i || m_hist[i].first != m_hist[i - 1].first) { - VectorInfo vectorInfo; - vectorInfo.index = m_vectors.size(); - vectorInfo.weight = m_hist[i].second; - m_vectorsInfo.push_back(vectorInfo); - m_vectors.push_back(m_hist[i].first); - } else if (m_vectorsInfo.back().weight > UINT_MAX - m_hist[i].second) { - m_vectorsInfo.back().weight = UINT_MAX; - } else { - m_vectorsInfo.back().weight += m_hist[i].second; - } - } - - m_weightedVectors.resize(m_vectors.size()); - m_weightedDotProducts.resize(m_vectors.size()); - m_vectorsInfoLeft.resize(m_vectors.size()); - m_vectorsInfoRight.resize(m_vectors.size()); - m_vectorComparison.resize(m_vectors.size()); + void generate_codebook(VectorType* vectors, uint* weights, uint size, uint max_splits, bool generate_node_index_map = false, task_pool* pTask_pool = 0) { + m_vectors = vectors; + m_vectorsInfo.resize(size); + m_weightedVectors.resize(size); + m_weightedDotProducts.resize(size); + m_vectorsInfoLeft.resize(size); + m_vectorsInfoRight.resize(size); + m_vectorComparison.resize(size); + m_nodes.resize(max_splits << 2); + m_codebook.clear(); + uint num_tasks = pTask_pool ? pTask_pool->get_num_threads() + 1 : 1; vq_node root; root.m_begin = 0; - root.m_end = m_vectorsInfo.size(); - - for (uint i = 0; i < m_vectors.size(); i++) { - const VectorType& v = m_vectors[i]; - const uint weight = m_vectorsInfo[i].weight; + root.m_end = size; + double ttsum = 0.0f; + for (uint i = 0; i < m_vectorsInfo.size(); i++) { + const VectorType& v = vectors[i]; + m_vectorsInfo[i].index = i; + const uint weight = m_vectorsInfo[i].weight = weights[i]; m_weightedVectors[i] = v * (float)weight; root.m_centroid += m_weightedVectors[i]; root.m_total_weight += weight; m_weightedDotProducts[i] = v.dot(v) * weight; ttsum += m_weightedDotProducts[i]; } - root.m_variance = (float)(ttsum - (root.m_centroid.dot(root.m_centroid) / root.m_total_weight)); - root.m_centroid *= (1.0f / root.m_total_weight); - m_nodes.resize(max_size << 2); - std::priority_queue node_queue; uint begin_node = 0, end_node = begin_node, splits = 0; - m_nodes[end_node] = root; node_queue.push(NodeInfo(end_node, root.m_variance)); end_node++; splits++; - uint num_tasks = pTask_pool ? pTask_pool->get_num_threads() + 1 : 1; - if (num_tasks > 1) { - while (splits < max_size && node_queue.size() != num_tasks && split_node(node_queue, end_node, pTask_pool)) + while (splits < max_splits && node_queue.size() != num_tasks && split_node(node_queue, end_node, pTask_pool)) splits++; if (node_queue.size() == num_tasks) { std::priority_queue alternative_node_queue = node_queue; - uint alternative_node = max_size << 1, alternative_max_size = max_size / num_tasks; + uint alternative_node = max_splits << 1, alternative_max_splits = max_splits / num_tasks; crnlib::vector params(num_tasks); - for (uint task = 0; !alternative_node_queue.empty(); alternative_node_queue.pop(), alternative_node += alternative_max_size << 1, task++) { + for (uint task = 0; !alternative_node_queue.empty(); alternative_node_queue.pop(), alternative_node += alternative_max_splits << 1, task++) { params[task].main_node = alternative_node_queue.top().m_index; params[task].alternative_node = alternative_node; - params[task].max_size = alternative_max_size; + params[task].max_splits = alternative_max_splits; pTask_pool->queue_object_task(this, &tree_clusterizer::split_alternative_node_task, task, ¶ms[task]); } pTask_pool->join(); } } - while (splits < max_size && split_node(node_queue, end_node, pTask_pool)) + while (splits < max_splits && split_node(node_queue, end_node, pTask_pool)) splits++; - m_codebook.clear(); - for (uint i = begin_node; i < end_node; i++) { vq_node& node = m_nodes[i]; - if (!node.m_alternative && node.m_left != -1) { - CRNLIB_ASSERT(node.m_right != -1); + if (!node.m_alternative && node.m_left != -1) continue; - } - node.m_codebook_index = m_codebook.size(); m_codebook.push_back(node.m_centroid); - if (generate_node_index_map) { for (uint j = node.m_begin; j < node.m_end; j++) m_node_index_map.insert(std::make_pair(m_vectors[m_vectorsInfo[j].index], node.m_codebook_index)); } } - - return true; } inline uint get_node_index(const VectorType& v) { @@ -172,9 +136,7 @@ class tree_clusterizer { } private: - - crnlib::vector > m_hist; - crnlib::vector m_vectors; + VectorType* m_vectors; crnlib::vector m_weightedVectors; crnlib::vector m_weightedDotProducts; crnlib::vector m_vectorsInfo, m_vectorsInfoLeft, m_vectorsInfoRight;