From 93656919771d0b5a8838210f7d9a5bb5455173cc Mon Sep 17 00:00:00 2001 From: "MSI\\alber" <alberto.cavallo@synesthesia.it> Date: Fri, 10 Nov 2023 16:03:29 +0100 Subject: [PATCH] Final commit --- read_cifar.py | 6 +++--- results/mlp.png | Bin 0 -> 30017 bytes 2 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 results/mlp.png diff --git a/read_cifar.py b/read_cifar.py index 1c91150..b342b61 100644 --- a/read_cifar.py +++ b/read_cifar.py @@ -6,9 +6,9 @@ from sklearn.model_selection import train_test_split def read_cifar_batch(batch): with open(batch, 'rb') as file: - dict = pickle.load(file, encoding='bytes') - batch_data = dict[b'data'] - batch_labels = dict[b'labels'] + dictionary = pickle.load(file, encoding='bytes') + batch_data = dictionary[b'data'] + batch_labels = dictionary[b'labels'] return batch_data, batch_labels diff --git a/results/mlp.png b/results/mlp.png new file mode 100644 index 0000000000000000000000000000000000000000..7f9375e09e485eaf65f14a578a87c8e073d65af8 GIT binary patch literal 30017 zcmeAS@N?(olHy`uVBq!ia0y~yU}|7sV0^&A#=yW}dhyN^28L1&PZ!6Kinup(Icq|$ z-uxf$dT`a+9n+T97c75wtu<@w(y;jK)l0p$uH}A^&7I4-I_yG&7Z+CtSBFBFqf3a` z%1!N|WlV|O-iO2#avE6<&2w-Pnz#Rar|~)4nVxDppWDnd{`|Yn?)l_1d()kMoKt@O zeCPK$zwKEVKtQPL|3!WfgQ4LE8>0Y-rEt)J0W9fZAi%%~5)tBIaRAW`EX*Ta$pOb( z+j6~qXPaH+cXur+GWvV|{{#D40sERiACIqEHeEM**?cAj7ly?Q3~Ub_HD;NmpOg8! z_NtN`(*xyxn?-f~;_)?s_N+-g4hOofi0Q|z+3zaC;=r)V|7|}L!x6#xb-z|F|NH*` zzx7fxzC7N!bLX$<)kiyp)mN-o;bAW$s;a75^5;k4-whh={PN3;&sj9<?fa4RtN#D{ z{})eAR{yG}(8j^CM$Wb>WJPM;?{9A}-&f*dQee2s&M3gpUGn0B;;Nh54jpp(8xUih zbHl*u@0ZJ&-`?Cjb^gxI;;(v!jO>?_kN3T77w(JTkJ$L{H={szh^-MLLzd4Dh8v4q zxpzIAm7VeP)6*}X=l`Fx@B7~O7dM}`TYauq-hN))@7wo-4!7~H%)7g*<mJ-ot0Jdg zx)gN&`~`i+^z`)A_RrUDzqg3r?uWzP{`>W(b+=!*wA6clwQ}ozmNV;rmdl#w&G~ir z$KLSxT2tS-R#z|gKRkWi{C<t`)z#tte=Yz2JYRq4-<eZ8e!ts&_5S3YuU4&I5xcuA zs=w&k`uO#FqVWX>S+kCPIHkRQ$-3CxRlnZc+S)y@>eb2x#`8k|{J#I+@95E^uWFXu z*A<Yu5zA0k_5bhp%Ud!pH`O2i_xJbeVwtG-yI$+<`f!N*>iom|zdtzG-29$bRaLdM z?qhfSg`4T~eeeJO_x<Yg4?myJUtN56SLx!*e%8I;-rZfjw|h!^@i|NNM?AXq`~Fzx z-`?hH@9OF4sTCq`QQ)xm-j+<^tyx#Q>V6!SU$x);@v+{Q{`J3vWvxm)s?)E!NN;d@ zy&-;o-IXPt!e4i8?B1Gv{ng!<uh;KiX8nH8<a0KkeZGFrySYhqZS;1(_hC=dWq$k> z(~I#qZ~uSKD)E0a`R#rrM4V?}U~ynrBc#b-mT|#>wKIKQr5mdmUmXvBME#$~@>dyt z{rml%{r%+ES5{7bp6<fcVE^-^|BFwj^_Sb#{<<(bf8R>BL-K!LxWAfI*ig{e5r4nn zFmF~v?c1%_U(7AP7x=J`{o<cLe-idj)ec`}aFF?fbp9Sk+v;yi+<K)}et%_eEM#eE zS@LS-@>SmLJnVOh&)b??%wUh$TV?w90lWQz&*$yu?<#q@$mZkUrt7igu^agR>-_ut z^Lx#^ozFugYQJ6$54Eta_^{xW@Vob?UAP+F^w-Pth5Y%<^ga7t)$6rio=o;%<zP|p zz+u<-d(~Hev-3)c)Yu=k|2`$yZ(;WOy<tBq-|zkYVtxHz?X7utqvoDJbt>rn<N1PI z|Ns6x|8#+H=iA%cSI<8?e=T2qoJ^eLzsTt^MV&>Tf4yFR`NBfymDS(hy?QU8XA|an z;Od&l%~zh@yC4=N-)QyZd`EW6>k0qwd_HIGf3^C>T7Kj7b0Lm1oNfQt?vTH(ZO!r5 zXVK3d=Kb>5|F5t6s{Qm^t9aZ3tI}61{?B7z5MB9Wy%NI#iHS@K@{b#R)bBh!w*T+j z{Hzb$d!OqEF+ABIGJ`Qm&1c4fKL1%JniV=R3XiVaY~ED)`Pl<QzJ#iPpLgHaEw2-o zo5EbM;9+CT|Ctjje!ty*b<OjM%I;UP=dFD7{nMLd4V&yEo6}{goH+N!Z}6RMrsdN% zdnVTx?(g4Il~^6@ju|&tJ+zx0|Nqx@tqRr$H%<S|t^aj-e%Oqo+<*7x@BdqNRej3( zeZRc^-VD_h02!E~VRQQQds)Mzma4h)=B<nCm$kljdHph$nAYq+_AHD{r6=a=pTEWG z;q4uKys}L1K(F~d5AoO%!MFGK+gJ2t_u2dZi(z*8EXiKCzxv(I<Bw<lx8Z9vo%xkT z;T|G5_-Fm<na;<qGB5Gxo6YC1oR8R=75X7&3B!*sm;KrM4Q1GV{%BxiZaRL5RjE#P zhl(`U`2(zMx%+s|GXGBQw_WyCi@)vH`5u<@mu&ugI6N;|Cc~-!W2*JP%0}<U4>h#4 zgZJNmU;n@Q@09j}`gpY<h9@&OuX^BcaK7*QxV=}-bFlF6#r%ol-)v>G`}AKY=I`?V zKD4h8JM!VpntyTg-aeZ3=&0$LYipxJ<>ytJ6xL@R5Ivvv=}c_K<KGs{EU!LXbeHF? zEVq=Ym~EQ9Y~TI8)!Sc*=doI}XU*eGS@gGudH;R!_?m~7avWD>bQl@pwEnH;U@&l7 z!XROlE#l?o*0zi1Otaj6{Viu_o9o{IC4<wOtZM$;|NpQ2L+K8OBkO<8(~|vX{9}{4 zu*8<1a%Qr8oxjfWu;0Ib^zRQNt@AQ$QtT4@!gT}^rs+g3`o$}0<no*I{=w<OJI|li z-@j)5Cjm(Qso^w~si~K|zx#yof?w&vGnS_O|1;~q-_(N#=P*mhe@n4&_>{fxO^j%x z_lug!nGX+~_<pPKZp)|j^?$wp>dD;tS!5c&YTZkphy$TJB6kEZl}fC0`yo`3ux-Nj z-iLMawO=M)>%Nj2XBQq2An+Ab9PP++dU!L$PHuH~55o#yxTjBW>z4eeQ`^^a+Bm@G z^x^5bm2Iu>7eAUWSe0oI#PFn=z4V7g`vQiCOoIEL-4AX5&+~7ygfQa-@q&W=9=+mG z25QU-?e`1zOWzkie*7zg#EyPFk$Jg~KOFjQ^=avE&ERD#&Z~X+&iAJ$gIVFQab3-S zY2hESKk6A4HD-6zi>sNMhVCuDvLY}_f01eSwH4J?l^X@y-QqYl6+ide8$ET05X0B| z`T`8Acdg-bPzw4O@5<0%xJsDe=O)GPymMbB+x_`)n5#J=m&IWp%bCq3rh8e=7>DjL zXb8XbX=%{j*!sU;v)XzMD>-NA*MC0Gr6a*{fSdD2g$d(?be)~+>+F*hF0j?PZJFLM z^T6MkHUH(TA9_E&cxZM1&%M%SIRSkYVUw7HQ+1-Yc<f!i%0RTwgV9?(puJ9y@qYRJ zTGM?jYyQ`9G%&a<`&7S?kzwBoKZZFLg^ONESMBV2FZ^Wo)31(e%$O8DA7JLcQXzPv ziIqEK{sAXe*?mh+ZVqXjpPMCk;>pR$SLdH@)MjW`-IsIf_+rk6_xpaYdnLWAX`24> zPpe*Dn168khM(nm_x4mS?RJoen|ao;J)P<2`wQFi<In#*b>j5t;BM(3o1cho`sEe= z&$i<5`+y(wg8mgdg-_WWeJ^XdmJ+MZTnAaVD3(K;s~LB!tL&b2A>mx~(I1g4i@rND zuqYT!{ol>Y@WHi|Ng;pv!RUknj)w*Zey{krCLp1EY6M5ap7O*5d9!^cXS)?F8d#jN zQa{+X$wWDY*R~yMw*TMbAn?dle@}m0g0#du&Zm;w4=nX>b7sq5DSShzWqa2{?|pB~ z1#~Pj3U55#aCE=%dZ%Z$e3cJ9w=hmfzxCt&+1s-}>@BHT`F+!AJ?=WQh4#t?meaR4 zCfe_L(ER`1!i8!M$NOYM<G&r+oOHD@d{5DhC*SLTKAk?V*oOJ!^y-_O=f#Q|p6Vu4 z%s+79__jjbu&+A}8yiGldMZS3%L)9;R4TEHmuG+b_Qr?j4ZpmXxWV@9xc$G4tD@f> zk3RaLo_SA)s)NaVLr{Bb`K$k*7#U2LSusv{c)Dc!-Ll!U93Lheoql4O|NOW_fz@jn zPJDQ_SH{OuppfIy0pW-vf}DJbG7LZBww!wKTi#i}^^<KOzwH-+tLx+A|JLklIWaxY z`C+6EU$~4M)9m2S_f<=#e(e&~zM|^!Z>}Xz(GI?rwhShP!^T@`W?FsVu;w$bIlt(i zF;i{*x6Sico}Z|n_^BshNA(w`+uJ`V^}agv-ThOwCCjVLy)p|b>>dBr{P_Nq;n?(< zmGb)oR!K7`o7$akxu(co8F%%}e9roJ55pdPdS858ww%TG<64%7W=-o}8M`sCEcg}j zH{OncA%yY%;-k_U&94q_o+A^W6f0KVd+MJ%3xhzk0s|Ans@8pqM)^<9Oc$#>Zy8`) zA=a&59KN;Tu&4k7V*xvh1B1iX2fsH~?6=yd-XA{Y)6=7y&sll1Its|vbk2CM{N#bm zuM(c?jtndZWI<h#t4-!@&#IsPh|}4Z-#!1%f$ujOUnJJo<jcid@!JUL%Q?UlGB7aU z@3Yh%IKT1<`|8ii3x8bn&VYc8_bcu^`#AgfM;BJc3+ypAzxsYaBr@_$<c<rAvN*_p z`0vQV<?(-i_bZb+wl^mxDqju%D>LgR+w~&ebx);YPMhwSmTeZxu2xVX;~yfxP<z1j z2<wsfzX#5H%G%fM`Nj2y>3Y$Dtuh6=>@lYkFK=D>@ph^JLv6yUh8!`=5A>0n!`aZx z#>-{bu&?s-vnkW2Ei31oG;yNi+NiBTe}6K+yT5<`y;d)8@0U}<;}&-7?~AaV^7oRr z{!%&Hstcel#yUa6PzSSanTp12%Lh?>JEk$Od%EG}tt&s?8u_stxVYFo`0lRK%o`gL zr_7w``S#Y<#lOD34vvePcQ15f$;+TuS5^x5N||;^nPdo<F?@S-bMiU+|24C0DveUp z(=XrHnEdk1=JU%Knb}^%DktFzl{p*@Hjl3_bZ&o;eQ)RPz{PG?c9*}O5clw5<beXl z5C49@U%q@^)v4m1bYA)TKZWNvo-)AYVnca`?(XiDesir%^6pri|7ezbE8z4rUEAY_ z1T`5x@hHr{y`yk()!wYDTDx8>>VC2Lyxrw0w__oUH+700u&#UB01bk}%d&$XZ$Evc zhT+V~lY#O<Sy`)|S3EyA_v)F1P#3NSo9-W%y!9_?E}!GHd~VsSU$<6=>+hZ2zG#tB zs7|BU4bM5{n$MZmW@_u`gt(rI|5}`pCJjkR1-jQCM6J77a`v$qQ$kO&Hp8dCjrPAT z_FuVfntkm;hoJI{J)h4let5Y3b!@YWy87z-uK9mfNa+QcfWej<`8IjV496_C=`j}n zcs%v!!ad(^WnWnnX?%WTfC2N1y5{Vih=e<PogwoJ2Zof2W$TlV_Z_@m^K)C_<74~8 z8b9RRe{itb_V^E>52E2Q4=uwam%USbkn}|9`T7HT;DpQwPSa+wv!(XO9_wT{ar?lB zfAuw$Wp{U#UfEY$y_MG|FK?aI{avNmUS3{Y-=0Sv{_>^ds+3vIift_q-*4Wusj2qX zw%pZDDGAau*6;h(rMKe&Q`N_#;?1?I4xxwjw!_o*y00uhRVB4gW44#q=_`h_*ZKC| z*L&>3kiy0%<Ka8YB=9%mr=ACsRK1&?M{UVi$P~-KSMsa2>dub%24(lY3!px0U0Q<j zi|O%ok*&uwFp~4xz_7AOY3t7~Hj`f(czL=S`)%g;dJE3XIUEM@;Y<dJ?ipGNvt9Z2 zz_K#q^{bCF0y)p#-7)>w*&80~`{KRl9$&X8-EG~HZ_3jy>ff6q%Tp_^?z>FAO>g1r zNy}GWpI$oCDc|Shl8x~<3v;vnlu5EU$j{JH_|vS!9&;KJparp(e=M#pz4`m)ePQDl z|H_|VR`tAp_DyTH%#XO)Q#@~f;=c0xGoSqO{k;)#Huc$`RJ_h|{lB7bKSOGNEF0qm z_GMfg{}-Hqnx)Gg)4qJm8x`N!-LvIt@)KJpl&8;M|MI8d%PZx-*rZIXyW7s(cbczv z&uwz}`(=k73H^1~{E>e5(=DE_|EB-j?PdQ~8kEEp7=9fHVSFer0?+#m+4?o|_g8Fr z`{nfZXDrP3MfI0o;ErFj=;O=X8Q&Ks|B7CecK@MM*6(vJx9XP!*gwT>%-{69FEQt8 zvv0B8s$SypK1?}hmzinZZXTuu{63-+&ML9T!OEM4*Y6{?RL+mubMWE&xie?4SfKIe z>77|gxXaV&o8M;$-u?8;NAzDs>Uv&027mhfui~^AU;XzlbEOLv+v9O7%?{G8wESaQ zt=ek#Ozxt;G_(+agb;E8(dSZrw)#)(t<)~AhU95)FZfFzg_IZAl$O=LxWTz=?{yu~ zfAgg0t~0CM*6DkF*|GfTjtpNKS2Asid~$#rmOwh+%yO1*-!GPb&TQW!a~Vhmgv9)b zw2936u*|8lD!VR=z1_ZU%k8eW>|ZX2LCb5720H`Pl2KVO_Vee;{1<kytOvF)&%fXw zjmKBTXTSg4Dm!i2q5FT|pIa`xG_^`R`$h>;Vn)s(6EoJ?$L`VnQFGr{Y<mr7J8n-s zsd~H4`OD+*Wvdu0N)Cqo-BOA(4m?<{|5?J%R})_18~E`3d3l|%<4ZO|>LM(Dn-|l* zd%phr6NOoS1Ap4q-}z@$qbaMQacy^J0<M(Pp1rP8(EZy!re9f4{i=#@RlWM~lPk-z zz_B3oy{~QBh4<{bOX~ZgJog4)TYbIe&#CFb8Al%FUNf&=#{(&rni*a&2eYPZKG7%+ zt|=R`EwgTao#%W!Gc8STYFLqH+4qIXuPXQY*Y258_bGS5YQNp@=l+~BRekpZW!w>Z zW!dWs?i+3Y{8PHMasP$ldFii@t-a%VUCsY9i`BmA?-za-3%b7k+6DH{W|yyQt<Jdn z?(mlP855&kOx%=azSq9oxb){Un|fU>&98s%+&Y9SE%FJk+x}EM;8P3FuHElrs#5Pn zi5^+hsDHVQZFlxA-^KdV-Ub|epO9#1`}b$pgPr$zV-|=Nt+`XDkj4~SYWUDf2uGqd zEj_E4dvaP$*7uV}yDUytpZt0&zv<2c%h@k~be?d`J+w;Z>i0`}!5NRt?|<e=c<|Ss z&wKGR+jO?`{4=(8dL7dFP|!PTS05XqFha>{vv%m|X)ac8)BD(BSGVifjHT9BE}JqP zue<g;TlC8p-S8qlxy7&d?Ok&_|Cn28&wIuv7b+^RYaaZ5|LZrIsI89|Jm0GqEPVZ9 z5~4&#PQ-!2*K3#O2Qc=AU;9*Bwvb!L;?3XkpMJkG&wr}^z2oE4+pe>}v!1vA^)RV) z&(j61qTBLLp0HeU=xO$3qn8ndPb6K$S9ZS6FvMP{tyq^mZ{p+An`9oStvz?qpZ(#7 zW7G52*KPfCQo7N5_j><xA@@HETW))&ec`^?^^ohOr3N_6>C4`?{C#--`9Q{Xk55ef z^>V`-+aMQEl{CFpT8jDYX4TtY))o4f#)OOG2*g)A-q~%e`S$MG_4HMtyRJ5-|Ni&! zX3^Jw`|Ee@2{TVwr@QL$u3d;)2BoZVd2Ll%TvzZd@7ph%za>|m$m_1!prI1jajn!B zmwV5c#(#P$x_foGT!?m+<sa4Bol)=E7A-NlUWX&3F2sHoHvRX-an-HU`d{YR=9Pc@ zIjc`>YKA?dOZU55Dxic{sK&r2WzsRrEZ6JntE-Ejot+&V6*cRgs)w5!+t#eBUSFT{ z@2LO(uWI@O%e}ULzg(`m-ho!73l_u{tm*i5{!T>VMz;OWs{j2nsF+xFMrwtn*=vHW z-5<ZTrs>6c&9y3B6u8(eu$hhb5Zi&h)!#48v#oB*eRgK%Dv4)jW-c!8?LaNkZGRYM z?P*Zn@L$ea?#s`LU#0&m4_-L#|2<;=a|2l|n~4*;O>+`A!x}tKB=_^lTCv1WpE@;g zv0Lwo^7r=?_Z~WIT>Fq|!MV-n?YyVQmPKy;_t+Grkl)6v|76F)-(M0gJno%Se<|52 z_R}SmufLAvpZhr3dX;fr!;6iP;2Nj%CqqO`j8EySD+>!BAFJ%!o_V<~YFo}rOR>HT zCWZf!&*#_MeSLE?*#7Cl6)QYMy%)T_volyUpssG8)`eN1X@<}ze?sls)3zPl8Ut=> zKD&KMx7v2L(d)H$KbYJqevr}nec{Y(v)8kZ=dv7-P*+!Xuk~2Da^<|obFIt6jGIFR zeHmno(|WjO{z(sYD=I2#t!CTVD`OcXswpKU6}4yUKILPVr4OrzSje4!yZ8L@%b~HS z(|`Wke%(dt@6(E3HE$}U%+hRl<t*pf$%KBi&B!yA+b+nEEYrzQ@qX|3OU(Q>3*^@^ zq%qvhhqkke_NE=L+qEbAr&2qoc6o?J{w7)5Fqhc<F}~q@t)|Y}Z#P-4qTJ5*YoS!> z&mz&Yk^7fB)ko((e%D+Q+%Ng+{htff+%F$oOrH07Tg>9n9JAPDwhN668NY=-Y|Fj< z;!3c8sB2iP&t2yOM^Dt-)w7mCI#AN<yuD8E<4ojknr`zma*L#8S=iQRa&~_Fb;8@e zoL<vd=6NY4YQ|Ro`q_nLavDo+SDy{4f0oaFX1VimtzTOnO0^t^6yQf{5N-E897_rx zA9E9H{E!+Orx_Cz^mp$p<R;YNw%6aE=Y=`G*!3hcYrgfrdFJNN)PrZFM1HH=_4Mn^ zgZA04ZrNrjKb4%h^UKRexnJt#^+TW6T}p1dm2y+;v)Q|)v*We@+rE2eZT{%~<+f}A zIY?#q*oEOqZbHTX{SObfU*1*vdPVK;Z&}ha?%atf-B<eh+LS3%MBbd=-1hS2%T=a1 zHv)1w58qEuO=bOUAfqzdB-2TM@0Ur>E4Co#!}iSU(ck1kwc{*#YB%Pz-@5l?dj8qK z_3}UcwM3^+$?tr`9%p%)QNN(`=e@em8PRo(_k3+*o6{ff@IURyeRZ48#ej&IMQLK@ z^`FZhI_%8&Y!|ilvBK1>{?Nz!z1L4EJ$TdY-o4cG3m?z3TR5YPS1B3N4w%EyaOOZG zb7;ilzYLXb1t%w|9xT?4+Ol9<?rpaC^z`)bh!qEWf43Ud{wgW0d3>yQ-s6iXeO0yC z&&BETb@dauoY&fWapx6Inp)nn?&r5m@!0)Qi}$XsDp>LQ%h6Q{FRFfR77YnFDQsN! zMt{lc|FQdIy~W?2e|A6r=Qd`Olz(ES@A~hvTshE_wBy+AU4M$Ncu8$95?_0>(xdg% zft}&U)`sqnPMuN0s|8I07Qzh4g2=56gO^o57UhVxRd9>!Q`eia{`&JvM?Ie=YQ8*e zx@9%n^c2f8cmL=8?2)^F+q~l3vlZVi&fZ;^|KYsc=A3q}CHcO$9m@9v{yTHGptt_t z){~cCY>V4`B{g>6ku~2RitYF!!>bnCd<sW%D|nsdoR3;De6Gqto4;P}I<U9#&X0}h z`ZXJ0%{C|tc`qi$SJ>D)_2;~Ouk_wjlwVW(de1?C$AoY7TX&t{#t)}Otu<?pJ8o@o z=AX7_Lu%%?x>v@fwtt_^{UmV8xa}(Ere!hBt8m&JFS|dib&>l$|Iq18${SzIe(>$a zgrf%;jy0}1{9Ie(y~mI0=N1)TXKyr=xbtIEwy#*phxcEmKYZHlWKr|!yKwl^3mYGu z(!cGdbn7>#v*A;zkX~PKafsdkpHXmjb86%1m7A|k)!(qXYwB(O3-R`mVmwWMGEDvk zX`R>FCKXfXuV}u{f4$m4ZHE2j-+tNLiVs*bU+7><wty`5)_US0)A(ag8_Ha-i)?M$ zX7%A;!}r>1&#BV-A1sRgv_xeTzTM94{^RwJFR{O(=N`sq&esd9(V+p=H7Clgbwb$Z z&3rv~lU>D3^OA!{<=OOuj2k~Ta9&ri!rrt#-11tzO)oI9cYE+h=UdnQW*yG>7rBRP z`~Ne&ujCF?;Bo)M>!$jPc09V>JHN78bpMB^@qCl^d@S1Y@VaRSw2(k=5r23+>-+b| zAC4QB|GK7mpgaD$LKO~2t$&?&Kkxq{`&8zTBkQvTY_W&n!|Px5@6B1u^x#X+i+ODm zPy8t5T?EY^=>4rfJMQgT@6fvc^lra}i>KQ3i%)rc+;oK;4s(xx-O&2<_WnOVn~(m| z6kxMo=lB&zKgxdHZ9eZ{#t-(z=C7AKNc`Esb`?iAD(ls+ADuzFKHYvBZ}#Tn{=eQz z0m0W7{KDRgayMCLAHAtJiZ8}NIcW3B9ZPDGpIJ(O3i+{n?RA};|3a!4cd(^lcT(S~ z82(vvMQe1Vx6l7R(>H$Y9mzZYo-X~r?%I7OrGTl~34D+e96fS6p3F-BdT+)qJBdI4 zEVESa{<-DjFY&~z^ljex-wr8CJK3IL&xL&j>rS8YV@v<Bqt;^mAIbf#M^&@jKJ0pu z`N|^y|Dpao=8J;oOgA)R&sZ(Hp8ftkE%p8KbhmXOjPD;UISHzSenr0sc*rTrm7enK z)p7^b1@KWv)SligzHYPki$Q}f@ooA`#gDIBW*2<@GJEmn6^E;ZUvw&Vzg!i*oGtyY z-cPkZwL6oR|5I+@54c{0EyO$D%+lZA=XKjJ`1-8sEw@(5vcLSO=&f~UzxcYpOOEsW zI-Y(yGx3_;-{TDPRf=N0p_K>9aIVU#*OM+8Rn_@a8T6dJyCeL45M$h$gYO^L{`^t5 zXHN5R4ddqqOY_c!bDR7#ORD_v{G)9(sG+XBpK}KD{(CMbg^gak%s+JR{rx!}^5;%3 zD&5V$nt|)hgcYT+(pX*mVit4EZvSbOX^-<>88(07lfS<E(!yl*6=&TuOCqOhil%)y zWV&y9fAiD6zpcOey*#dOWyL-YtupKNVpr8KFWS39BX&P}Dl%(NmHFRY|82g`>Yv_r z=2YR2$G$VaP7u$qIbHra+xW%0?awbbzt;^pn4g^YM7>mH*6Uj=*ds{j<kx>qNm-T| z3%T;c_gjVPUP;*Wsqa#Myk`8AgVE~^+WY5oeA~P6cS+Q~T>H1SK`!k3eoEH-oSrVY z`gcg5OHu6Y16#3mjNO%XJkt%gi`p=C-T&_;qA&7(s9pG&)ElrbVw>~a-CItJ%-U;r zUijaSI$L3trq>aS*j@MNrs??$zNc?E>)x9qyC<hQe}847{^g?k&)w>`Yp4kPtC-lX z`RHcp8b<6X=Hshb`q%&cZ2naJcgM%YS1VleUf9-I)zl{_=zP*yc=E&XBdcFW;0TyU z7r$=%!}ROucE@+8rU$=Rn<*W#qq|MFx_^~!wAq`L7TzzWSCq)E#^L)tJL7i0o)9(j z^uzb(?BZ8Dh-)92{W^jThc8clZSwtn<y9PC{r<{yyQi`%cdU=k74lz~EW2YGw4|~S zW?<))a`ByQwzTT&tH96C&T8uF`o0%ZQC4n_+M2cW*Jt)S`|IoXb|+n57yISM<NnK) z&*!?Q&naY!t$w?8OU_NBz0of4HfLW&p>1Jk->vEWhvnZtKOVjHh}6eNw^$!ULCc-T zE(|iZRVG*0Mo(|!m3EssbLN$GvDT~N_uD;v`t)V2sP}ZerG9g*F0Ke%yuz`WEs^;_ zBQtx5L(Qj?>Y+34>?+mvoo_eSEdSmb<Q|nE|GJ-*`~I--@zu-P#XGvHF0GnALqRTP zH&YC3?gcTE@OslGqpT|{1i!w!YrQ1A!s1CQcZ2@kFG6=KpU?gEFe?#07qR2rtnc5s z*L->V>*}l-b^F%6UKh&*4`#gc32~)YL%-Z9K7a8rzrBxmT!rG@ipRZQ9=6NBx@#jM zD!MX>bIV-o@>NWy&Yurwjk+8b5wW6c&i+@=FPt&kF)dqfx12$-v%#OeW}41_t(Sc7 zT>5NN_I1#d)9iJXcib3y3X6)0uCz~?HS3k-y`9DBrp6JX6PXn5d!JbAJzZ~0(NnKq z51RR})HWP$=fA$2&C|~>Y=8GXw?3JbT_U`^XWyFT-KqF>x}o#nhwtATg|8Uym6wv5 zb-NebH9H>0VDtCO<(J=X=YN-}el|1x#kSjdpJljNjT_#XgWR@D?#tI>2|udq&n@G6 zp1gJEi(6OOt{0tMmVJi7N`N6ZmMQPj63)L*_3J;%NZV9w*tOjt3epjBJr~~?`yh(% zdd&GVXL$8~Jox=T=8)-iJ!V)2n>mBOf#>{}(l<8@f6NkZG|9Vj<GRuWclp{ahm-{N zsRzs#UBd%!@*Y;b{`$KN-@DJ>Pwm+H>*b8&s@K=SO_Ee+QpjgM{QdREzm>1AtzG=> z?d{dM2}Q-lSASkx8yy@J6tuzqywtMg%U569km$Tsm8X9G)TyFx4o4rIQ+6x!%I0+c z(m$Wi+b=ghZ!_8M_nXZL^H(88Ph$$_)^F)}SMm7u1G{>4uhU=j4Ewd$J!VAYCqagp zjm+$;PH)>IuW+72FLIMg#X8q+u`AnhZ$Ehb=FJ-}Zqprw`vcT`XDu<Se^&7GvHbrX zr$P@{E#rcYue5Wo>-IkNV&eDU&>xS}|H$d+T-$BY$i40{E5Z_C<PL!HwV2O#b=;f3 zUF^7$^J?m*KC8YM&+p%6FF$mD>)mC6VfO_8>YfwGUiVlMZU9OPsl)X8pOF3oT=y@O zMNZc=sdoOcoNK4knw@>=@O+EXUQoUkbN~Ol8qpt7ym6qaE91l;U6a(adABz14|xAd zX5%xfd5zhYSQ>YI5k+$+7JEP%Vt-ll?mZ8e-1x-m9!}MFbN@t%GR*&%(^{vc*P(j- zBOg3Rqg1~~x?Vq4_j>uO-ankN;N7vkzh3T82#Zl?D$vC?{w%1y?)dWeK@Z=5i`%?n z%bO*2R(c(x*E<<-nti-YCya5!`<~ukD|aa3F_(K?WvhO>eciEqn>F8hU37N%iQou9 zv6%03_c^j2INo0K{mFs~6|op~F6@pCyuI#c-TvEEXM-3E4y}^;TM`p^dz~;R_Ly9e zd;L!dKVSVGrWxT($BnnXwVK#~Jtl6IoNZkHc7us1!_SrSAN_K7`I%sM>SD8)_cj3@ zdxNfB<h^_P``^dYW<Gwu-(P$M@AXbD>>=i{>)wXv9Dlz~PA%~as(kUd?6`FNW%1Kx zFJd1Hd0y|t5r-Z-^t3cXfB*hyT*rK{Km5<R6K8sF`_4bC_)uyJB5y-x&!A(q+hW(> zsB3ul(%M|&&p)FY$<(K^7k8_&Y>RDvkKNmR((C-^*?6AbF1uife)#IMb1i?|{d0?F z))p)Gx!xf;JJ=rLNQ$#|Jrmutv%S9>)H+;weM;$<&G+Kj)Bo(SwO5<VCnECNUg_bA zmDvHcI08{^U8U&z(vz2M6#YT1p{bxow(hMx{`J*|f`qRxNW)Rv`^J1;8p~H%Q~7<9 zUU1XfS$UUVygVNkaB9}w!u>0YeOGj52N>h9ao4)aZ~7Z%l}CQ7`)jhI<<%}WQ+9au zh0>H>^?KLq@a&Ku)j21U{)((<LRET=>A{<uo4-02w!=p-17)vUviGy5|DTp~^16Ss z){4ID2mJ5^8NuC9`uf^ZZ~eVf;;P@8-rA^aSN_->J~FxL@vo~NvqOLUzRbSzm!<&g z)k5AsjIc^TGMlmB{=V8P>*MWrJ#3SHvE{Pg;_CN%ryuK)bUu3Y<L1<6xFZDDzP4@e zyDS<T9Kvwq)V*1PYqKB7BRgW@nuv`}R%LHIp3kq}mv!FeGtb(ntzPe+$-oO*_buxt ztEa5^@cqQ^m7IHLZkAtE%KHbA)Fv{Vc=F^)Kv9v=)z#ts=d51qtO{Pv2WlrwnK*G_ zc_|ybI#QOpUfJG%d8+>O^Z#^jwA|c3OQ<(Hfeqmr-iAL5du6Ss)qS3Qf5qto+wYc1 z^GX`EaB*>ISX<AQtN&BD>(#2&U$$E!`R}CZ`A@lLY@M8+<u9DZEWYBy^{fv{Xa4<E zn3SC$hcKGEq0xKa^SR}6w!hzO-ct59YA^TOo15GHET4+}-C&FuV_Ue+^3KP5b)ebm zXSV58^WGd>T_0?o{B*s1z;)0{6-a0JSQNvbtLy7rmEHT6ELx=WH)O)3NkX%%%h%Q2 zkc2n#_{wa4?SGtkqv>o({{G5&7miP_jjo@vERAvd8{1X;MMH$IY?Xl*W*fyAgc;!> z_0T0#a<8H4<aIBMG$nq`+B<1c8pF>xdz*7-byk4aSU|d`$+`^RUR~|B`}IQk?*^-H z$E5RLw69LNu)y)kmdxO-9ZTQ~S`Kl0qcl>ZCLDV16umj^?3cW$NwB8ew}-j0{|qVu z4SxK6_15ys$3tsNUP#Qj%~Yz3Se&zl)qyX*TTJ&7|K&-l-Y*_?>tEv!KlS3`;;Y9l z9d6@YeCCW#*7bF=SJ%hS|Mcn8mvvoBy{88)_nVt>WkukX1&+-fj2~uYuM7OH$R_nZ zHbNE_R=4y()v~W`+KLC|zS}dW{JGe&<JNEEFvnQX+&{Eym(4gK{nfU-yQ}1v=|*o` zQGB&A{f|}23xS&0urRk?Dbq#w_Exul;o@h%=)pL_eC0QIBDuYA%^Q`y*4e_bb3*K1 zm*2PkteJgYafcY1&kmf{-#^Fh@0Z}e2E7u7O?o?@2>mT^src6LokzwzZ_e|I*=D&b zQcq8tm;7*r4#T|4XEU#CNOb=C+veMi<Sn(o%l6J@kGpW_s8EJ=`MVI-Df8#A=i0Jt z?S>5jqL%en&o7*rTM)ZBEF>i6VZ;JiJqy3Lc9Bwhp4@)fU1AkfA+wGZy2iyU_VbQj zhKx?T+FvVj6Mk%ZyDj&2$m8Gte@NVym(bnQXj1R7a^=1Bma=zuBG2-Kxh`RtF=>)h ze9cGJwQ+lAE%Tl2w*7vcwQ1(1mOdHFMdiFg@Af(7?YT9xTZC6vE_yn@`h`@_$uAC? zt6$n+c&~VVjp4j^ZvyvSczh}UmrCvB@OpdDT*4ag)PU~6-*tO`JnAkvCYgR=<??x} zq|WaseSa_ZeU#=lrUmB?HnYEExBtP&D{B>EFUkUL`>u<-z3sa}?B7=*=fCOZ`$sQN z`x};j-+%kpSxfuw->9`(n)bBv9`|+F>M+nEn+!t+HjAn+E25?xly(f?rk<dZ6U)SR zTzC5&Cr?k$Uk^KG>}qf5p4dHSKhy35rC&b$Kl1nf@u$<ves;>%|MAZ<;3)dQ&2o76 zy?M^JKXHHAet4?_c%C1+nrscbgYX9*dHYBe27RW?J3BV6cU7>G2{~{3Jx0nPp`lJo z30BU@+6sq1UC~hPdR^qyDeFZ{52u*!ewn^^KOfsccl#KhcCN#_Tflh_QK;}XoSvo| zJU#3Gm*w^so%wB_WL|CD-uQ6p;lu6x%S&Hh3;g}<?Nu{_ojZ5Fs(F2Ft*vpnP4<j= z^VUh}e|n&s_~ZAQHER;)i^o+s+P1dL_dIj^Drm<*$w5}}3-|U`Bd_*Z{5T=e@a~_e zpJjUQ&)j)pd3?4-y+wX^)YsF}cJ55Dg;(%G;gej=^7(aEwjT~KXYt$rt9m*${F3GK zInMreKbPFw>&3<=vqCKM!}&*&j`#cx9J<AHSLEK_cJR8)t1qomcXq@x@GX_$`}zE1 zj?(^ndn$`R)R@4^$I_CLUrAHBK&wH#kE%{|j!T8D_<;pC>w(wncKg}xZMOXVX7km5 z^);NG=7sOBt(|@Cwl6HV@5-t$PUoxNv;6+2T=p-Q1DU}kD{@g-c~t-W5kpXMy*6^Q zTkZMj1wUWPd~AT!YTin_pZ#Z?y+2cb?TtEz+VzKLTYk2!vws`8Z`1bMKekp)&zg8* z-BQSG5+X=auR6SVeAD4xar?u!F%`R~RvdsVrBV%y{hWGd`oG;)J1Uy>-}24e-}+5l zWVL~XZE}BAmHUG~`uFDex_5hhkq_1tx>}mc0Cp_A8mRel(S2q9{e7=~gBAp~ipP1> z|9u^Qb=93$dQ6?6P#+6j{CZE>^-KG~?xyLbv-eIC;;EWmKG$h~O}5{Mub{rieo5(< z7YzT`30*ABg)C5lTX1K8{r+1=W<Jb~t~fpI{@-`yU)I<E?dFqN@w3)-V+%Ay7VV7N z{5hat^Rw*9%P-F1tt|QRgY#F(N3*I2cUccUD8ITo_~qHm*H>S~2SbOV;O)MisSFW8 zK~D2)K6w_*o>p-b8YuH(pUc|$d2f4iIb6H^(t-8nE4}yqdBVq6u_yBLv%T(Lw_msw z+x}wz>GGg|7hmOHiWB|##_Aem`5!dMRT+%#|GxMA%IEsWl8}0BdPULM>JLlv&MlAA zeEs5H-RGvwl~vi+I%iL)-hBlfZ9y!ayvC&Pe&=!d7@K5B{UpS{Zu@ibpi9$NU;SIP z(DD7GC7+H;|0(Gc-xuLpo1U}8b9M2GEo&Zi#dAJ7xK$gRETNs6jbaSPdnBEw$5pMo zbzo-rzjbkYZ(V)_t8Ayo=HCr>_%F4&OYg0bs>CnQK;b<3$?N29r+xZoE4<^)EmQC^ zE9f{-1b4&oIYnNrWv^B)XWM^_8CrVi?R@6G?xRxQMepsw$0urE<%w7LvGu2h@7?#u ztG^%B(%V@k3tsO69ge=nq;UU#cw{#_G=U`DHD%w$xY=xF^)ILNUrcXT_D>J`)z|#% zcG9GXa#?>g-@qCQ(<92x&Nj6-E?TPo;qHxED_gS^!@YKv!Drcax#;ZfGe>jx9$ueR zT{&nUy)*QB>rvG!zZRQ_{?dDG)as^l&#jtImjCw&v+$14>mND5i>lx??}oa+zvh)) zi%ehn`~Rz}tKFZ^t6q2St|!d-7fto=Readns`cmZkEtt7${)w=?VfyO(d!DxqEJX5 zw`VJZM4#_$vx|4j@B3a}=6l)SvJ;wq*X(?DcJ|Mmdu0CQy|9}bmeb$A{D}dygA8xD zD@!rVOg%j<5Y%ir><4YO2zjsj`6=(gruY8U=N9?ybpN8~C+xlMF-mAZVl=R|oxAV< z-}kTE=N^Hk@M$rhm2X@8iTzl_mHITa#%K2HBa>cNu!GA|xO*)U53%?^=KuKj`~BtF z>vp!i+x^~d@9xRa;?QH4o~CZ_`CGi(!{zO(r-%P2VvsSh_O_Q5_t@oEf)@G@%^Lqb z<gfSWxBI2>_TJv;_wQ7oX(wpi&yU&ueA@f>+<rGXHEU|V#`#{q@aJ`R>*rN1%ePT_ zDs^D13UcWPi+^#=>-oO7AKX0u{$Kg?)w!`VETunPF|6Cvu07l8I*aCYhIOjg`e`aL z{;|8&CH~x-vn|ecz4?X<$(i5kenq}tfA#e{VdJmckBJJcbF@UML|G4nt&O@Uoxf+H z{4&r+xx@VSYvjv>Ao*JS_PWiV`Yv2u?-$Cr{`itl4cn9J74QCi8>ZiQOmV}46V;Ix z_cpwhs(~!zgeR#FP2745OtY`OXurC#TW^<#{To<-n8nK5)iu4V%I@Q;sQ;x9s>{S# z@Ztt%Rnm(|2@Fq8ANbhkdmXy!4`Eu5@wo-O(q=E(Gynej`YOf-x`sUIwCVeo-={x3 z9kOHh-s?KI%C~sDUnEvtV~}s$>venG{4VdDoou3Ll?7<C-Icx7<$n!S)zvTin%`Z5 z@ND!t^);sgANGI$61~^BPP{CHJ$jv^D_Ud=tNSehZHm0LCDZwEJAe4v(%08s-Plq1 z_{%$3!c96{8tAEc_vZ4N#N!Q-v%g&C?B>0$V1pX$4r!mBocywR{@)(Z_D8G#e?Grl zxBK0qoyE^z-JJt1tB<z5?ib4mefa*`_4KeC@AW5cd??j|l8&!3NW6z8*%@VLx$T+! zzx=52OuBPhTz6S)^9i)lWx8Ihm-jTCi~OsTPfydm%x?|Nq}`d<YnQDHe+XJi^>NKF z)@PVnD+N#7*qHqF@Rz64<AXjwJNp%$O_MH}+TUD!Q(IGu!SDQy#q<3te0H%-g;f0T zs?O&1n#~!fr|JGmytS)Tdv5Kwo4*p(q05mCU;a9}adqgA--jQ#W=TstIJzV|06mR< zK4;w@6de5Z@Rp2=N~_}c@2lJ4#fBKPUnzNH%NCQp-V=Iyc)qF#y*n>o@c-Z6uX=J- z-`}nM1?m_6TImI|?rBx>JHf9y@q7)Zx65AeXEu5+6~c>JCVn_y|Ic`9#>FN+St}8n zvJVd&OW#a%m*adHX}Z|Gf7!0m*OxXV9@a26o_uR-_Hw6`xVRt7H9!1qM_L7?#oKV_ z`=f6CWv|!omt!<w{P5b!__;x;^!{n<yyq=DbpO7a&h_05`5#|Px$vV}UT}R~ENEjf zxLvpZ&r|)-#}}@xi8Q{oF}eNT-k^$O>z&*A4qi`9O}(-rP}#INT-1hJLX$zxwra|{ z9gnzXSr#wjTE@}v(cd@b^V7SAr^_z9XVd#&bN)MMLCN`_tPfX02Tc&IUG4@SM@Pom z4+q)5e7Wp@nOlF41E|@s)&9hzM@g%Km;1GzU0m7xa++>*RbT7kO$;aOAMboVFZjMP zgBqJ@p>0N4n8BCWd!<~qe{XWl+FtnH{J(P3?|)j0)z&$lMQJ*iGPEV%-Bqf^<L2$> z*Y|6}m*1S$<?m#!W<By?oS@GiU;TC~XxH~wt62;YAt6h;R4<ghyR))x`=38Gp$klN zTU%RKo%p%Bj_+*F>UFPwN*6VM|Mhj=B+qI-v5*(dV*5g`n?{{Q>1}B+oM+*awVIN* z|8JSq(<#9(W@WFtxZCB38^aUt3!r_SYvcA>Rp`uOIC0+a*?rf1W%s@i*DkU6x0Cgc zUEaFhC+Ok(iQCmL?I;xey<p+Og$s9HuejsJu;s*|R_>So|GoczWtzeAc~z@s{fypU zxA)%Kpqv<{XY-HB+x)-d@c6on-_PHdE(Q7jXPCiQvfuUfuNxngs($=+)%tVycD|mh zo<-b3{-~$AQP(s6!5y8<cEO3^$<&>-zrF-^+g7l?`+VMh{k%Vgw=$Qn6y0OmnEuPE z?2Sat*=`3Z^SqeHt_tpbG7Gn6U$43a>Q?#Nd~Eq;hdkr3sPyl#?fyS@EW2%TYt#1? zby6;lTh=w!BbRCt{0-@I3fs7XE-&*9cGPW{58c-QD&D>eY|FnNw^rla*|VX~qqpbz zdU|>u{0HglL>+G9y*ka{Pi<IO*oJ;Tlj#km&{o5uLfh=vyn>6zpIqJj^|FH3qC(y? zD6Q)Xh9@)a?}e|=zP@hW>AiJK3dRKw9I`Gg>Ab~1A)Uo}zVVrdYr!3tn>TNYzPtSR z*k7eah8YqePpjTfRNA%icZuk~N$M#tmOGlRIAv;pQvEz;oWObK_woLk-7lBTUJ<{) zPK)8wn^+s@v{ul}?0fI~&C8yB01Xzb-0@_$WKKY>Rx$4x$d)8%iRHz>b3j_R{>Q`i zgID+Oku=$VZ+H3ndskttBCTTE#LzyjdeGJeNz41T2idOloQh%Ij8fi8F*tL+`G5TO z`VTn?usTcVWa*2g_x~B2SDkB|C3w=*0448lWRO^}WJ$}uKcBq+Zh$pKT8ht3ue;qJ zvFy<O{ChL~)x8Q|UT1k2!)%RgnIM0|M_7-+;`-yu<*fRD)1LkKt#h!vrI_~(a@ZrS zn&0*M&f()P+w%4Q?lUf)d`<d?V>#~|<W35b+J)=B%jz!L{rlX}rSaYiz-=jb^9?aK zGQHvToo3cAum639tkt+RFMdTis~u#p2ip+un;)MyK7P3`|M2~_>(4J)`<v@a-T?;4 zKp1lI#BcXQ!S>4qXVIwDVQXJ(JTA95@9wUPZM@Q7wp+GBTblnKI_=tgTt)O>UR|zQ z>eGjo`?ooO2btjZ9*bhgxxGzyZt*!w&@h_luN@ziAN`Qr2R=VQ`SFjR`~F-J2#3@Y zHSG5vf4@-89s1+9XaCDBhTl8xu}ZLj2h5NMYd<WV9=8ajKP2qi-QKT%YLEBHuJoR+ z_q2Nb)_ni+JB98icHe<)?fD=JT08&Y`{Q+!GtTz?{gs&@0Ujn~kAcn6u3<gEt+%7W zEN{&Z7goEne?OnEet&&U<l;2WSV)T?;M^bI>d+sLul-%jS)j}C3UyQ3H714lS91*# zo9ZHD9~Yll<~zIT{%**!+lDJ;`rG%|1-I^B@_$`ZwjyN26S?I%zw()+Dff-_@%B+0 z5*oAq*vkKYZvTJfFCIxFmgx;A^CqfWrKYN{1WlOy`?vjm40vR#6*GW!baj_rkFTFA zWs>2rd`?kU)}Pw*^K7qLrv3i*c1!VdzqfPWf!lADi;PPShKc@LS7X^~_QsOwdJ{N3 zqXb4kM1hT$8ED|#=AuQ-9~RyF+vdA1%U%A2Q?jJ;x~3LGU&J2Yx$V%Q8$<_FiP0bq z9E&!A4|L<?e)?w>EOgJv{(jPE>#LZr&Dn<F(hs5j8dE}Eo}TT;Bf_9zKhPNW+^SbA z=ZW!yn^yBQdLnlzOZ=$2RV=pkpGGfeM^gN{8=gm1@8`O*fX56_n|23&zuVovZr`sg zDVqv|UTJf`+Kz?L-kFV{hNkXfvHWvk58pRe&i;B?4(1d@w|y%^#kZU3!Bthe>MYiQ z`*b#f65ETeZ}<N`!?E?K>aR?GuzkoG^;i_co>!|@XFNSM_1D84;Pm#XqJ4Yi&fV{0 zL>bu6p1b59&H&4_$QkSMa{uL^`GrlJH-8N-gp8|xJU7L3cj%AZdX-YLmT_C{!QESw zYFwA$ld#>ZYin1F)qHsRp!mG)by%<av1HuM>igE8LmA#!FMgEFei-6Pu!9i;Ne>UV zhu?zs(;v@_d|ed!WB0GCD@!(Ph_IIx!)Biv6SzxtT-)aN^`Z+-q72o`*If5^XTk83 z1aHGarJuh~ML~+($~{K)m*YhL&DuN3>35&l%jL?Davs@1J!}s9?(6I8``4a7|L>}K z{WCEOIY`vY^?x{a4m6L<l<>WC=C7AtklqB?fzbZG8}oxZJBwE?SyCf!_HW-NXqu7h z-(y@nnXBIX>kP-=+>3U9*Jp?Ujdz37ICSvBP>MmA7u?T!+}pd;{l%ws!66KDHfXuq z$Et#z2MIc8jg-Y;Q}JQJE&dOe{q2|f+x<KO5An`Rn<jsGQ2mtK{-06J$|#N?&?*D4 z6Oq%DMd2ftU;n=EU;pl>_47H!SN1hDw$(E1y`l4|;?ZK(=+Ga#K`n&Z7c=Utw6Lbh zqoU!U4TavVt*yUSN*QKcP{_KqMH4hJG|N2SFEcZ<YPy1?q~w)Vq1spH+dugC_xJ1A zj1LbEmfS79zH-8;x7%*#EuJz(WN-9RaITWme{&<=!@e$c6<5Q2-J8qi_esIr46j#` zb-`otTT)Mp{VnK~u&vrswdw>?!#hogS-Y<kWBY-_yoGa&Qn_+(ZRs@2yW<hNyKL!Y zfBRV221pyZ2i|-Ad14nGx-b8K@~V0Nql2+|_{Rlj{);mVlfN7`ZNfeqah|D-yW!yj z@5|2Zd{_D1!NU)qDiU7Zveo(%`?H8E_ip%t`Rl|m<1&ijiNe(-p2A*!e#`#<`@Y`< zG#1f44bs-;>y<V?SG>n}w%L_Usov)|7PtsAczb(a%~3pW^ob`KvS|FBmFm*eFRQmd zU%~L>+7{klFS8&WF0ftjeC81MM{s3my7G%Tb7a0ME?u^)s;~SVWNsmqvEb}1(-P3I zPs2&>&>xcuQjr$s+}E|Yj~C7GmA<cj61-2h^PXM&oVADU_ugH8`JeK?zXzcE96+P} zvwW{ZHs6{tE1cI$OHIA_>FH@rP0dcd9S@qk(itkvCfAGah3saSb@SWN>5pHwg{!Y* z`0?fer|7xGpjP$5t4lua=w*<2>=DDnSMdFAdGPOVZ@(UPG+@@a&30a|{?YN=y=fOO z9(pW#?)nng9t)`5GZ;-|7}$9v9FF(P^Vh{kuI973e0^i`@dw#)ESGi^CO__Wc(?1d zUe@hxYwIkO;2U}u%yB;Mcj4>*dFz-S%t*EVa@mv(TUjC=U$fEcYU6w5t=@V&U8>Wc zelRoG^Z)*bhlexo?kdfi*0;U!B(!O~R_`I(1Jn(_Ka27i-r48hvpIF{T-bM}PuctI z3y<|k9<&PuH%E7_-eZ}&7d+;^dLBa(7iI=9VYrp@;6P(msNwo6PbCkkdQW3H59*iR zYCChMaK+{Kpq4R{&DSfzS!EOI@3o4@t<d`)rvAqeTv+b*xcBh!l{ZsGL>ZQ+zq#oD z8$O)?uK^J2=wlzbWJ>x*&2|31-#Wf^fBU`Yh{ezUhOuE3TN|YqDkmPPe!tfpv}nxs z|DVsWit-&(b-&2P-J8uW`d6O|I@m9Lo?+dMI*0eKX1kQ@a>5KUiv@3<j$)W&nmw&b z=FZmZao)@4mPvt@h`ripdoRCVJo*S^@b$RWpPu^%lKAt?_nS@rb?%18&i2#d!ZXz- z#(Kk&JG3m_D8`V#_iNazYino!`uAq@`LOe>c2!?i+}f4;;laVEd~--^;F_dO`ev>= z`}fAPLAwY+%jCott8B{7gynx|nSPB)p?%-k+2*U?S3c8MR(7u4pLJDh>klQ!2&>Jt z%A^-Uq73#?8$#_<TV2X@A)^P#&CEX!`Ri9~%Sl|f>(#0UpX)6dK0Uq;t?!a0=e^}# z^X=}2=N)yoxH@0$GJ{mD@HmO!ZrK0-@B5dB`RzmQ@BeU!yX5E7>6c%x-|uIBw`B6I zB2}m}rbX^i{eS!Szch*Xx6++1rLofB+6B1<<*@I0{?}JmU;S=sV)}La{y(?tvE{O$ zbGo+W-d^^#Oc-4IBumD<Imo!-@rkLwG_zG!y}ku+D8R@2r%ju-YI%-~O+|pcXgH+! zKK&>0gOVtN`_kO&{*lUovDewaWe=iltj###q5JmSyIRG`^||2WUb!YHAjD~U>C8n; z55E0z`n$yxF)4!F6wTlFGi|GQ0%Uria*a{7^E|Hl@;x87)}7Moe6edAW_SfJ_Y0kE z??20=v+Vu7wJPn~AX7k}BA$LdIa7<FOm4TAed<(~lGtdpAnIX1@b2#J)vofOk^c># zR^LIf3R!67zxq#^!_Uuk$Ctmq<R7Uj7<(OFltafRA2Uuk92*xWcXqDz_DisuzgtE_ zV_Em)Q}TbOl^;2$d|zo|#=2}_Sk{J)KYwI6VO%2vTNjW#Q8T-2^@no*_@Dm;Jxs1| z<wVOYUJQ43m#?q0(1WC7vC7IjQlbo#)u-6Y1x#`&j-8F>tu-tTb>H6ad_FHa6FL#m z?+PAtZMbaw?Zxsnld(8yDuYGB0R}0%nu?{c#_F{jwJ&CH)lXOPUFLlJ$^U(wPj+pC zwSZugCY%jB*f&(&(D@Ycc>n40RSY+Z9x(l#!huDp1b;(g=z&hiRNuy9pOY_zGQ63) zDb8NiNonW0T(mrRj9DR#VRipmrGC{u(dn0X?=D}>up{BJ-QO)7osX=<(9(bee?upv z|GV)>$CVt>e|7iL&8AM9d&R$dg2uXJM%3Vk@3Ze0wfOM&(b=0?41DoZ*3K7G7K}O0 zg_e$C>#gLpePVaJx9)%a-*zrnxA&LJNzm2R5T`)$N;7N|baHE0v-nC#<*XSfbg*;{ zqz?{H=kPr?8xMTS{T=#a_oD2sADin-AKfk0fi(QEDZTHe6VCYI=*HDwgC8B){W=0( zqN7=#J^M{9Yf0gy6j28Ar*aqlyM@oMOXkH93hQ&@K>LXHtG6$Gxjd`2qD(d$Ej_`O z8dl~OEm$xEv}lFt!J@NUH-Fshw`W%$WQZKmor0~c+Oy4~@{@|K`K~`3^Fg)B-aghx z7faW`8sN~P8y*l_kFMDARtt1`0GICBd+X<~GsU7B>u%R4)u)V%j8=rM4qIhkf8g)$ z@7H$+tdHCKVp??G!p-OHX6x<w;PmV7`+9$Avyl9LD{!fo-CVkxAGBa8{+Fyx`sTV_ zVV&mJH}armyiNv-sxKL<qPOeuN}Kf<85^&R-CY*4zpnPw>C=~YW7+u{|NqzZFCUM~ zuimgD>#EkTxB2znzOzggHZ?Kr&4w%zpZ+W(kn`@>YjYkP>faPq^(<fI(aF*^X!Tj4 z62qsS_;x<oruC;!omvrydhkm?`ulr(S4liOJA3*3E=UJ|(udkQS@(4z;3b_`lqN(d z$HnZ1_c<VSuG%x^gu+6@t1E-skM&AFx4gH^S32wFrlrp#EEe%LL`FuglDM`mb~W6{ zo`^lZt@}^!@>%%wHs6co$xRi7Z<$bY2WZW*rKRO7XD?shuQKoN?A$y{a!pqTlfrq8 zd-ebSmK>KYf3X~S$v3QJ8J(E8P^;+Qs`<qW3qAgypW}OwcmDnV&#L$OuQ9nEyZg$6 zsCAHbUfN~T{@WZ4hJ7v!paU+~{VH6ry64H0l&`yA<UTnuag~Sg#@e4(E2_5KcM<)w z!}i<R?~jj#zG-g*0WodpqV8|13H!ExaJT;@n0t3usC_8o8HTFpe-E9i-W)!v_2c84 z`|QP=uRLG+y?g1iRoUXwG2p|E3UsgM>^jD?fSGZ^!<qZ~WUblaKdat8)+_xxiscZu zn8lxuNt1kMo4s7V_|O$wmYANHCx5Pr7V*n3ul{u|^x^we;ma@eoQc`%?el0+b~swG zX(7l^DJ^mDfBugT54YsqwaU7`Z|^NOHS_H@C0p|D&YCo7Qq$i`F)dr$*sX26(yMe6 ze^kf45PTs2{|7s0^vb0CUCgb`>HZsJt;=+7EY|`LyKX=FIr-H5PaiMO+nn)so%64k zGmg4mUx$|43Y8d)nA!P4et-E`*I=W(Bjx0z2Rp@dqXKSk%WYo2dGluNJIjyv{${;! zo>l5SuY@kRA$eQj{fEL`dtQr(GKA;#pS`+oV!_$1r_suYIh+j}A!*U9qWTw`=)Wl5 zxFz$uDr1V@8lff{Nm!AZHw(08`PjS5p$tBeo1^VzKks;Qs}!vwfR!e9Oy=v~TzBZc zY<`XJQp0aEwr3Qa-1-{L5wL=4r)R~}FL&>+`y*>q-(7c$Gp10MAE(l1IVXZ2z6UKW zJ@N6zzgXpmU9T(9+CcDf-S^Xx3#wWS-)2l%IlqW4JmxqvF28m0R`;#=Q0{pt<<`di z0rqcs^mg=#<M7)awGU74etfz6#p<cnnTJ-%Y`wMpuKMW^hCj#CPk(*qCkR=&&J6CL zKw1#+Dr`NcfBiP6*1ZL}Kezp@Dqr4Vdi^6>DFz?K4WBN0o1aDhtDRj6=ii^rN57o- zz4FV0YHrYS-YnG(rxDZS@Gdyq<Exq5ceme<U&55|eB<gbmkS-&?C@j3<sGXtC(eXE zd=EM#1avSCd@VZ4Ks_uK$myysO+Dy4@3&9v`uTm*Ne4?8;i@Yy8X2wqBbfhZ&i%uE zd7or>H$JcmgjB!q)-!Bf|ECNM9leFo@$*+QJ-EOc{q=I8Ywm786&x<Mkz%Xc>)E>B z`ge`5tLoBUFLx~37OO6VBW~kF*}1x|ZmzXt`1I^NeCas2c7^sJV2O5*)~~ZSRzODX zQ&aQae-!84`qJtmE;paj(9l}=`oC=~>w%N2%U>^lJn2@^+zuQGw=$Jy=6=`K{qg%u z+r5MnzV)xvz1|5~+yU>3z@y&1Nxb^cmghRq7W;ACtq-jN(F!Ga(0TMk?s9J3|I9Z1 z*xyt41F{a6E<!6t;Fb2n2dDRz?=^L2J;47w_oDxC(@X1wCBY#9AAEu*RsQ4PamB~1 z3ZO+-mkWEhymo<iy3rairGE2lJo)$Rc3?fQ@3Q%e<&Whc>*gU%BS?J)_uT6<_qT+% z?oV64B;emgrN1S2lwVq1#O1kwif`}vL2a`cHj2*na|JwhvK2skr_g3SJYjmB+W!6D z$2a%iIUoOWnX_?9HpBHv;K)F4x-fQmpL!vlf6nhl^?xRh9c)j*st`RfSg};ua3I(| zud;So6-&$_CCIXVuu^mb&onkA?b559#nrHQy4ty5`$LJhO@Ba6pu-H;^nbR7&aM07 zzt5j;aQ;tkOYZdt)@bSc9LoX6X12h~%Y0YH?X9}9r?S|~+xzlvmXjw=EC^d0wesH| z#_#X%$G>;_{Os&vcDafMDYKjvzj~z2{oV(ug6n|%o7GeFUK_cxI^1JYySVYCR0Uc9 zTL?0^_sjW$R=y`5ZVOCHQ`?$-z3<ia_5PKWl~v(KFD><68NA%jB<qSs)`bO*H^7Tq z_4ofV0v(QAD9doWc9T!*e)V=&zB8RI@Kqr2lngp;&A3k1s)S>op0@U4w_d5h_xJWX zSGBgMGahC=5b(&9VcnfNht~bxyL}ddRtsI`?9{!!KnXPqgW4-cj~)$K?l+f<aV=tu zZ3a(+tE=m(2&UZU=jOiJ`}60|RSwy=xVX7PCw>n9J7@m4Hz!2380^feQd^5VZ{_TC zTYUqgh2jUE(GCg@wmoiL{%%bg+v-Cp3_gB-VYOe)ik^6cF4=g+PTqQ+p7*RJOb;6T zwdc7zgMjyyW8gFIguNLrER{U){drE%!}r^npRJ4x`CGHdOnTkLL!gak(1SZldL<p$ znG$qjnXVa@@-vDni(A&4I!4~~%=-8?*xqfa>bHIMR`8`Ch!mJ)$6$myE~dlOd7#Pn zcgT<3+isg^>G<7QUe|JXOSS-7?(Gp~oUpy|;otvl{PKSIH<KOv{pTZWI{5s>#qQ0u zJ2-xQeZ73&{e8B-B#nbvQ+A#BZ<e%^tKsgk^;i8>ZLqi#dLYG0&&g_8_73v|V>YFD zeu#muW4(Fv=0R4eg}uL7XBemZwSK<iRPPr$LrY<@>%8h8J8pezWq#n6^EZfb@;XQK zJP2){7)3sLe?}+%&&LzL@3|T;kinu7l3RU5D?KwM?_SHE#?|ona{0^Uj5CXQS79%& zR-IU${wDC@dv)8ifI!ccby5>7uP?|#%Y%?QVOiIo&V}9~3~#1x^0Q~%cXUd2fGKJk zg*K0bUH8?UPZa&9=Q+#g_Gj*|mmfs?>|nbHDFD&>hDL!;{!4B4Vm+|jK6>GNCdC;A zyo(^M1+<F%$@UZ9Wvu+Bm+RjDrCNL3@vjNTLC^sM|M%~$Zk)L2*Cz`(R|nV1)q7Y} zG_wBuKB4tUdC_XN#d=zHLh%oj1tzrb5R~UWwW@o^YHcMCk^cuWrnLVM7iHvZ`V=m} zCMuZb;-+e}s98awse!5dd(5S|>yi>y?RsZx>{@Ss^6ZzAt0pJ=C+}OHUm7}btK6n* z&ey7H(%xqM^D~w@z!D=Ga7n4Y$nE7l@BMpDERA0^$t2sw{aV$DDE`RTA7^e|{nPqv z27_=xsDo!$&FOFUZ*}i4Vf?e8<o(>h4fURz+-y?Twy*g*VXNHy$lbH{U+!TuU<_xS zvgE|^bN|no)&Ku>rakTZJKKk6IXowsK2prK1uOq?=GN6ebJI*3ICp3*sOkQ5eh#<2 zzg}M*|6`|V`PVx7!3J)+_SiT({B!xNiwtTHRyBOm{ZwBQmp6NVePt4#cwL{y{WXH} zk*~o<9#6lv?%8{j#f&}&LK&Y1KdJuq#xU0H%y!-fFDg?Xp1sjuv&pRv>?6f&Tf5C= zruEAuc@vn{acRs~iVxU!&#ZpAjnV0xdt!gzbH&<4D%*oyiS8-?iT2;}I&&H1XYA71 z!^u9u|Jn(D91fUyc>m?;YkBhzF+Q1W`pFqva29sg{C#ho^I1Ll@PB)^lETey|FF6+ zZ{q&nPor-CIjN=asB^aIC#-Q(*!^c=z0PLd2ahj%ADSJ|x+7A#9-ALTwx7`dHNSEj z<DB27+v~cu^RAu18iq$TKYi-Go%8wnyN8nB><)CO`(5*B!xk%#M1D?rWV(%U&%0Lt zL$d`O=d78?gDp&sYJRF#uT7Lbu>5|!<h>S-M=8B2SiPGy@$}pK=l-p?+{PI5;q9*v zX)Xe$*(z8)9oStHdQ|N8pSdO#%WnRAz7D_IJsAhHZZq8b^lAA+-wuteYaV^r{If`` z@_hKT8*Bw%_H6o~<|2aA?yj2a?`)stJKx{V`{0u4>_f8!1E;Kc$cD}Du9}}xpU%$t zTz+fu``P=;-ty(Uxdd)%lg1iBOHUlH`LQ;a;k{mz(7hIkMJc@ISi{L{;{9*mUAHmH zeE<0Up>Kzx*R_IXY#v&r^{F?ye3mf#`7OK;PR-xmVy@h_YEzpvs^vPSyboSnT<kmB zEZ67mu2SFQeX?gC9qm56J7sOe#zQ5qubq9T|No$}TMx(kq@$H*PwmiJu&V3N(f)68 z|MnI=v44AX!NmPoOcmvQ@Z{uV-?>($XMTKq?Ca^-`SRxG<(W4&ER5Wq7h4g&ddH3% zck2KDO}n(jb6Mo(w5etdh4Gt>)^WXXaMeryANS*aaW1pP&L8a`(vFlYSo2T}HF&*U znKf1y*Z%%?_TRqh?|GLOxpEuV{P-|uua>%Y%~aC{&p6}5p^UOCPCT!RO`N^|^8ey( zKa<tV|9iZ0h&-$dE(lLV^`Bo8d-i^2*kkDfbFIr~MQzQRnR$5`>%8~(_U?XpYiss{ zou@*sF+BS{%ew5%hNF`tpFVxMt-&nkMgq6V{f)V|&7z-tGTyWH_l~{l^)}zmeX8AN z_^6*b^=yIliKzSuTkk1k?|o>TJ#%{|L-vlX+1GFVU((7g&NffpBx6GC(bZn5yb1f( zTb8^C_+9?cu<(&f^pbVQ@2l_6y=7-{*Q_B~{q63#2NMh=c-;Odem3Jx;GLeodD_EG zj920qYyRAQy6xxgw@>}Q|CDyCORkSJzQe!insmxq^Al0|KhDe&Js@Jz@KbKx*%fOT zeSXc7T({3z;i!hIp1tw5|2t35`FJDeHp4m1l_zdWdxlIi{iA?dHk<Ba6xpP8eSQ4? zH}8uMxt*S-t2}o@U?j7~q&;bEtC?1<IdMN?(=oI9=lt`t&$F~iPfg{uM@^`aT2c-> zQ@UeTuV1m^#FS~%X2tETy6L?wB;-x3<nF)UZl87Lx1Dk~KJ3Rdz1S@G&(F@jRZV<S z7#SH^Hh)!|F;_TiNaV!-w^#J%GHYyaXtu^~fnnAajmx`Av#a0QMedE>k`Y)I{rucq z-+npUP5al!?X8+GY?^YSZYSTDS%EvW78Fd>kKKIItX}=!ai7f(zsoM%JJH1=`v+S2 z9CVrCn#(#ajhH9@?VftyX1HfwnVI3QB6?2h-vn&+=Z+KgxBj&Mynj>sZ1~gJ&ecjQ z3$A^DRElVISdExv6D*KY)}qu}KXr;&V6`(mQMxhDXjskkDe?)25;S(u>ZB)|PYAj| zYZtVt?L_)S<ql|xfL7yAIIrX`0L@D6YrZ1a#tQRY`xKx#1HA!Y*Dd1+D>jCh$8zrN zxhWP<S-DepQO)r-Ug<MOI)&e!|6ta3+wode^O~=0k*|3-U6Z!kJgqYNS^mu9+@ib* zOf#913?z8inkVj4{9Lhc5u;DS_jh-<RXh=P`El8G&csZW$?H^%R>?s!98y+)TAC`S zA7avA+90x6WapojctoH%U#q*waE(D^C!`q$O$+-o7_u3<VqlF4aMFo4X)ry|Cu@D? z!b0b_{y$t1k(}~YoL7N?!J%;>BMSqAhJi@~0|NtV8=C+F!-4}B7?>CsL?omRWSLcc z$+*1CS2}omUhL(K$?lsgK0f-O*YWbC`h1i0`L)|DU#(bt#_+gI^17YRq&62lJ$1nD z_V#@9?{|v(LA&}^hOeLZ^4i+jD_5-Gc+>o&jbA=b|8~Lqz2DR3D`%J2{rTu#{Ce&7 zTRQyqe+r6kWiFqo>OC!G`}>=lkK24Yp$sa_%YHAN9+wriHfri;u8yqh>tfSROi)~w zdwZMN>9V)CW*(QXzmqn{@!rpw_VxRA{(80A7gPlNKDs6IGSltFPky~#zkgPA-p->k zwO=kSb8KdNwr=-3qy7K?RVT>HNbn|@&a$c8v@&>kpQL@=9!*V6L)+?aCcM&SCa<rp z<$m8Kv8&`|lA6zqgs?RciJ+C8#ZRY(&$_lYdiL7r?P=d%-rc?3^52igXYcGRKAS$j zHqEN^RmwU0|9|F$JH{M6dbDg4=r|H)UWLfr8w(%1{Z9PYXZ>!2ya>pC<LYlYpWkl3 zpZ2}-)ym~>Qht29oj*JE^t74lVt3CH_Om!>_OK)U#)iaYo|Dy{?frhwcy;)Cv*6`^ zTjjOf`($R`ZQt|RxcHfmam9y(&)1^!LvJy-o&4IRz0M$gPGMW*mW+u%e?0E@{r&Cj z*|X;N=X};$!Nr?kI!Sc@zS`eu_0y|`wq;yAv~JOXx$$*BkM28pV!5B<_l7mGySLRk zpa1de_4>DV^Xq<PezSB@pTEc7=A(;o`Z<})JBy#^Fne5kXY=Dh^Rq+T`aJe?RadKR zO8WHWvVZ#g$$y@{IJCrba?v*zk?`2ksj;D_R99c$#H4-Vc5eZ*gzEK6mx6wm?_7O< zbJ|&>cA27%$lYbR-z>q=aC2wz@|B^hui4G7*;W2N&;IR!xtlf_{Z89h^Rwvp?lmqa z-_JJ7<$9yOy5+px@0<sgF3P3W1rHp4TWn`k$u9S^d@3^gBd__Lg#EV)p3O|3wK4g4 z+V=YIcgxLQFZG`O?9Ws~@z|1yk_HJ54=h7`!x&PJex04aZ{z;c7h971ZLjV5b}Rc^ z`KL1FI}C0oOYiI`{FV{9ZvVeur_Zh2w5lT`gJE@Njn_n__#Fj_4}Ll}v)!EPxI=OE zs!yK(nz;2&*nR)?di`zZ_leKv6!%p=Xk<U+znJUO%9wrK(=2T!-)5M!)p`??(&LBi z@@DZhA6qM5E}j17`{J&yt~cLUxy5dLpEAGhm*$6Z^LrJGcfMRUo9X<*tWWn8SFhW& zs^msu`_1{E{yyS?x-E3p=gEFnnj2zIurD@DKGrh-SltDNFkvYN*-w9se~QG%#m%ej zTXtlwY4)`np@Ki>`LXdXkT25syXW&cZky}->+65d^%6{d<WlnK;Ih!wVc(vI$JeID z)qV}F{>00>J=&z<YCGG8Sp^(7?0?oR-P3q_`qSdVh)c37<4*=<SsFhnkJO!bT)yT5 zW2Cjx%)7PU?>0V9*);h*Z?{JKIf1!*%1?w!71@3~BD~DGo$s4r<!-?|hQ&`#DJGa_ zFsz=q=F8XD*Y$tzmMO}(xk**MQAH(QY1%V?wPPQaGP^uG(qewU#`yP~7&W(hB^HK? z^K_%P-FP4NjBh8)`P}Vy)8r>_wJvH){-Gl9(=Q<{)Zp{epXu`|)pq~ge!uSVk`|kj zS@9L7o_vg_Px>|OxyxbR5Lk3}4vSK_=!pr&k1RP=<fIN{sZ4L2xM-R)SI~vMRbMyF z&)VS@WmNm?%f{&fKVB^EKXcyx{~X!+KOf!8<Sk8fw6#7zJG(hw$*8l9f4!pp&h`e@ z$lZ$5Z%%x_=;T9v%Z;9V>*Xt-OuRW+s3peE`JVH=%IC7xH-gqRO75#+TlDhc;`YA| z^LFy|tkE&ey=C&@D(k0n{V}EvVLwtll-1ptpM2!E|C6xY{bZ;fbMdvv^qbyFwVzI^ zZ!>&uWbp9<L)hlP#cnrG2JTZ=)ov>CRaQ~X*O<z?(=5U5*`p)9Ql^_GzbL&Pn?Bn` zMLdt;<gK|cFE76>ocE;p@k#ahG8WtsDS8X4?-U-tS^I=(*UZfkg8ggqyk$@SE`H{8 zq3EsE&tHCQmCv6a=C{A|{BLBN$z3I{bw!F9nLnP~>iPQmx_SA%N_Fw3zE0H2z=46G zfytSfgMlF+Ap>;ZA{P&i8bpTc{w*$sEF~!i26o<^lO2A%V=~%R@>1yDRcR>)hD--$ zjt2`Ac^BMKHu)}h!N@G{js&`lMP2<8OKIb@o?M})|JD^X|6CcoobB7h+2`YnPO6qw zKR(v$dw!nn_npUI>?nMEX65pES??d-T@z`1d3*l-H)cQ0<LZ8<7QfwkeU@^c#i1?v z_wU`iBFB&=1aeTX25-V-HQ$_OHS_86MkyUDLsw7J)YaX3dwbs9tXbyydAmwqr%lt3 z&wF-mZuaaWXMA6^noPJPWB2_|@i)`1?(VZ4g36n2KfRxEb=B0F7KMv6wY80z*?2aX zubDpkI<teXBiMJnvrJ09zPifYlX$r8=G#kiK<9ORFb8eVe0h0!f2~c~n~2LR0+nxb zq@9^zcvz<D#lmHa79IL`57han`0(J(H-n$%OE#XFaDCGAw6n9OZWd<<(FeJnH<Lks z_Zy?#pQc$Gt<JyHvG>y{?Z*9*76l7-{&>{=_VMp`yY+utB!7N(_S^es=jZ2NTN|A& ze}1;P{sw=&oBxhU=d;XP9l!sd-G4oX5Ot7&y&CNehkGODuoax1raMvUzz0tSUMUj; zVKpBP8+L}PoooUJ9F@J8XIS2ueQ{;*@`(0^+uL%ZpDHFuIWU;Y@+vemAN!}ryt(dg z)$Z6?o0s{{zO}jHDNCQbeC-vpa#dB;vftZsZ@=+WxE^1>*Ot>I?ANWW+2R(QOIEBn zF^|Ql=!wVXtgBj|e?Ff-8+1<d?zwCN4pJ8wm@G0p7OU|_RFu59a4>KBas53Xns)yA zblUgsuF|(z_oiqDGp!eVYGk0l@5iFrv$wWp-)`Gj|Nr03T$2WdOATxS4hL7Pv1D#= za$)9JkZ^&4=|G%G0|OTuuL8pxS7K5yQX2>}*`N8(xGU;KhGO8%>7dI-Jzf1=);T3K F0RV2{6Mg^y literal 0 HcmV?d00001 -- GitLab