From 7d3423f860c17e76554c34fbfbb21f7ce4c6d595 Mon Sep 17 00:00:00 2001 From: Maximilian Friedersdorff Date: Thu, 30 May 2019 13:43:56 +0100 Subject: [PATCH] Add content for slides --- password_reuse_1.png | Bin 0 -> 82421 bytes password_reuse_2.png | Bin 0 -> 66160 bytes password_reuse_3.png | Bin 0 -> 36662 bytes slides.rst | 243 +++++++++++++++---------------------------- 4 files changed, 85 insertions(+), 158 deletions(-) create mode 100644 password_reuse_1.png create mode 100644 password_reuse_2.png create mode 100644 password_reuse_3.png diff --git a/password_reuse_1.png b/password_reuse_1.png new file mode 100644 index 0000000000000000000000000000000000000000..acd0b7af5fde9196a316557620958497c7e3b983 GIT binary patch literal 82421 zcmV)gK%~EkP) zaB^>EX>4U6ba`-PAZ2)IW&i+q+Fejv4#O}A`{xupLcn<*r)x85H`wv#7P_jl6zmuR zC^A3qmppc8Gs&g(I%-Ws9(mY8(UZejQ$FH>c`Cj8vi6Wh1{t2H(^(h#<$BO^_|Lm9 zZFONi8b#u4h<&nAY_ViCg1N78mtpCSejT)<#jp7Po*O@7D>PwZ6N==~CxKgFU?CSq zU@v5rx}Y*Dw@mT{X=q4eWsLDb0003aX+uL$Nkc;*aB^>EX>4Tx0C=38kUdJoP!xr~ zjQ^sQVxb}_YzMS(Dw|Ou2nsQdV6@6485~SvNHPrWz@6w~rVs=-;0_e5Jug~Vn8pW} z^KrTNocA8I>?BOf=^aS3s&Krnf9YS@b8pPB#R9u*1YwzXUH62>^ZANp^rdaQn&|Gr{2;cYG>gPf;_WDn44YjqO-A95r@75ioL!uo zzG@SPV@`3g=`&(TLPcAesdGe!J*h)Mz&$0QG$B@RteJ`%Q7I>f15r<;+ce~@*Lki| z`tlgc%Ou>9%G2aw{`Y(BxQiP-*0P}>C`j- zeB&1s$54BbA6pmz0007FOGiWi|A&vvzW@LL32;bRa{vGf6951U69E94oEQKA00(qQ zO+^Re1s(}F6S&f<`TzhR07*naRCwC#op)dr)zS z1SyIF0yZpgQ4vuP5tXWff}%751?d8U6hWl-UPB9k00EMaM#_1-;k_XV0FQz4zK>t!F*k)l%!pmb;N)HW6T-b!6Es??}023Jb4H*W9H2!*8C|Q~tNf zZ`8Dp$1w1wY144uA~&D^(l+=S-kb5JezrE=vFv9*i4Fzcon4Oqm_)If2*>#`F4OwI zRtfK37H|k}sK+naWpT$coOd!@$u7r#N;W%2-)l0RT-gPaLCOJEb}?j2w*2QxwgP8M zwqz@Cwq#4TWGisCWXu0*akIH!AmC5XEpm>-ha5Mo+CD__D9>hcNW@|}976w`gfW~A?8T3^d`eMZAD4;e z6cM<1nZmc7(+s{~7f_mSXqe%@Wi+QMvnlPN?9PgPfn-*(kU{J+O{f}$na5ZBg)cSf zNOxRz>LqOAUYeMXbHnbT(irHri*@Yil zn8yW*k-`NI;>YhE_3$pED8xIQ;#WmkFpo5wR7fsWP)qHSBt>hDwkky##jP1SEJ=#jAtg(a zuBxvr)t8SdXuDFiRn24xRnl)6?oLxH;qhzk_|Ki`X3!)Kw!iK-J}~H6G76t|BU;{Hmrj$JKIr*Kt-+ z<kXk!8m|fZP+t1buCe|?fkHmoqwm$kv<1{!(jiq5@>YBOq9{q1 zwby>eM!ljiHPJpv(rFD-LwT!~ViYBW{8d}sG+1w%7I8D#Bs9ly{+3W&hBN`HtA2V< z)#Rl?x?--b7n-QiLL($o-Y>{4X^fCdbv*K@tTJ}1jgY0<3X`u;6@^QZ=4gOYC8epV zev~9tQEN#N=AH&BqHpZh8L0AVs;@krFj1(RX@Bt=rni);Hl{6GYNb!rQRs2Kum1W* zr|tV*kxSj=t2&ClNjZh8ojepcSzUz+=_}3EaFr4IR+r^1gqqq)yj_+WX@cI?+d41l zq{<4Rp^`>wvf}~gga%1Esq#X>nk1>A0<=?7xN6H^1BA+JrhZXPp#>RKr-V9axpr%d ze$%g-tyA`Yoz+60sk=I=mO@lYp{gt|1#6eaD8I^@MxLNrLYDGsi=^2?hjd6CW$7)o zH|m$7&a$+}&N)HvYo|HBs@bZjV6D0<1zsvN#cm$$^q02j1)WvA-Qf(-2YOtnxjHLU z6*R;AGh1l4BQAggF`|m%fx+=e1giLdDfr%N3;vMJrNy^_(_prQVW{EKSe=1?Zw_ITchy5kj9! zI;Ao~&uF^JsHINIPs1`P;NMl?f*NnsVu-x-prRzDsD_@ATT(~)D@sy+SwdfGr!2ju z2CDCo$0}L+)ExI0TB9yP9p$I0ijwrI&}Gx!EFF_{NHJO~OPeJ{3H4QN71BCgRg&p) zosy`$s%+P{l%`aT66&XsO3@ObQ;Jbu4ahWTRM!YeTV!eeohYzWOD?;AiB<&#XtB^L zjg^n8D^-%zTSXLQ-x00K3e{fysmqd{R~e77EnTf!C{S&M&^%RFYxD0yp&r6C+j!NL zpF>5ZWT9~$xm|C##bn8nugVKm(rbEIy=1ADB5@9gPsh|#=#Zo| zbr3?GBuS%%W;vd6QfRJGy2e7iOcT9x1)d}veX1mVEsP>wm&L*^@oO?bA!fcZOK6R{ z%Cbv*kI=Vv%H2YrNs@Z1h$HWQD(1+quTWW8x+3YKu1ZRlw}#pOH`n9l+r9OYqZy$I zj$Aehov^#MH&j~}<)d#TNe6}AkW@omB|R-){b}lKtD@{W{^t}pO#%AaK3gM~Mo5}1 z%M3F+gr-Vrr+R8HR9ty=QDse?UzZ`W^pm7ba_I#fkfpwo4ycf7DNY?!-K4uHUt7&i z3QaSk{RX|D1~>eUBf@ku*W`kH)zi!#layaGBz07)4EHS&W;WJ5(;H`0;0z1Ta^$9{ zIS!%=2`r!n4S9{}Y+;>Qb5$b9HqLybx&-YyQFbVkJ$5vLc-Xdj5W)&3GKPG2xk@Vy?D4o# z15D{$H)a$EE@rqhf(Ohxy%sJO(-Jq4=D+(1;i#SRAn+IfFA>Q+`+5);9nVMxUd2sC z3Xz}B0Utt0AdX$cGM}aN1zu*4V! zJ*5Z$hnT|vKH_Km_{`WFa!`$9Kp75aT4}>jI@6jJ{Co=peFg;%FqM~XubfLAj`9cq zk5kAju{*JXN;D!T&G?g5JWd7R49nO+C~(rw;V4j<8PuT(7WdGR%|zm+IDvREkOP#* z-zYGYqm73FAepQDz@t>86h{CrF7pCShy?s_;{^os5T|U@+bQ0s89{X7ahfxT&**>` zke^8`#swy=7cd1E|Dp}08SOCOq<1Gp0e^}BZ*V^!*iX1KsY@f;)06L*z-X2Oxqx!G z@Zw>+TJnRfoYy3$?VKpi3ydWgY-7h|A{_>*FrYOxC`onTeLL4mBoPgyk_Pwzm4UJ} z=RMj3P=!+raD_zbu!uB* zi9?Jhf^MXdhHoYt?nqK-&Mp>EnDta5*bETE_=KYruu~SYJ1>i}gaM0bi$AGcqAN|P zO-q(!$h|P$L;-G^)0R&d#Ou^?n5Bvk4dkU@hWi%d&ky{}Zh}oazilgY8Y!G$GqD_D z7Ux+>U8*pjFfMYHDU2eJ_i4psuF{P0^x`3=(2gr67N-qxn(8LElR$3%ux*@$NhS#J z=Ucny2qD%nLe0Z%|C5B6LrJ2DrzmhQFpe*1&RR;dj1+u;3LLPT_CEH}o$q*o^D$ohL7@y5)AX?>FKbvwEMZLN3wC+fcyHH3H=PM=;UxfE zEZ{!i1uRNa#kPd!17b4V8Nvqp_%SAv0DQ~u#1qXHl4$AC-ISmhg?N-;hO&sKOlJst zd4%pnu#|9$Q3&YIqmBl7p5ffjPWH2cCz(MYWjRS0k!)lRlbMG_Jt~uzK!VAEiz+N6 z7V!eZX--a{Iu;9fi9J*yHxPg?F=ouaF8(BNFI@=ouowRwNd$6oi20;&FK!A`i4&yp zGAA95u?PwSN%&FJ%m*_&T?$fz%?#i%Al19|zn^B}cP{M%1AS!wJMq0zp7-`~LKidLtL?MxOg0K!h7zoz96yoF55!Y|Jf?iFKVuvD z=nB9h9%mfy0zo_oJjRFAU?#!TI&KiKmtUo0+VkyjHon{p`3ar^2j zS`cl|4iosr;iIj{xBQGnW8eZsDP~GNvvguG!^lHv;5=K+n_qKd?VvUg<1qt-i=HBAbNB;3ekp4KGrYk`$*VQ+bu% zj0N^nkiy){MB;!e{J^W^q&gE>$^-mrzwkB5fv=;ti3QV4t~GV=r4sKmlw>oFf)q39 zfdu+8o?}$!XP`K-4*0@sLZ}BUVmHe4KyP>;~L^qEK+E6ni*icu99#aUum#%!89y4xKdUg35uGT-dtSynKCe01YA zmQtMDKs0XRImTXga)zz;gu5Poj)hNpvp7p3ED}8Y=-|s^{K`41veI0Ak#IgHoHAw! zc8GLEUz>(WfU=fHPA>=imbdcwGgi?3`_u$87kJM2_Wx$-Yr!9v#4h$uR z1@y$?O?L4%$xHznkw`FI*~fi6!AF3X12=OSZ^s14jmraG5ocDBok(LOnBFwPp12es z2QRUK5_F_5jnZJOsnx{+keHDR=4KWU65lE&mF8W1t;;7_(wgD{{be^HpGrUQO} zntTjY03a_{h@lTp(S%o-$2$xphEP@#K{(s^i$zSk38w6JB`ilZ{7!%z&neh( zc0g#q#L`%TLX9N+XRM7qL6s5w5XAhnhB zoGevTTQ!r95GtYr`beRfat~8})zVP4l%;)=3aNh<@32K^k%x1ox9zw(BX5;bq@)vS zq^*)_Do_>mf(C1p#%sP%TlG>EA~F zO&7*NCtcN62bv;jqh3@qy{Yx4d9Tm(EfEa_i)yQynromYXtX}idHrcO2B+*-59L*$QLWlpV#N;WC5J~oqs-6XUk>w7 zoHTV+unOu)jn`Sn^%%|5w+2tOP_^}>-qu8|(N?)7CE4lD>pA^w{F(j=$U-TT6s1^6 z(mr)mUk%VGeXltV(9GQ{@LHia)LTmB03`94Dax*rs=o?D<)l)r5=)csf*+4 z8jWz^`p)ZXjnGEhlRH7PJkSZsgcnTJ2_4l1#VA$D1}kwhIjS~k2%>PLw790d57~3 z4_-yeXHkw9`JRo4?lvSKTW&3zsmUDL*yp|Z!UMQ*-QjYPT=?G+Tb7#;9%QOxW&EEj z<*1T%G*Y(wQ<9%|vkT$hCOI-8t8T}Bed50=hBiAMI9vXY$$wUpkIh!#Y{{1YOj%A@ z^71rmZ-ODuR^V*8V@ctNBV^_OpCqx4IsD90_HvAUH%WQW5jda3ep?|fu$ZO)W>%79 z4>(Ms4IPSS62Ex-=P9dc4m`+N?NG*^5FXD^v0$liUh|*awGF-;OheX_&py#(M z$^e(c43jxZ68UINlbbwa4`pr0WF!&n#)~>^$3-sk6M#h|p=RwE$0T|f z$mTWZCS2rYKBX)GF`OceiXLX7mGs~^u!9F~_#PLT!U}?Ug4V!%?zKS{SJ}lD)^eHv z0-;nhpiat(3#l6_?QQ3{u|Pg6`d`9Pt{x}v{SL3KR7 z%lUiL_JE=_dPQGJDyK2FBMp5i>5AH#9BMe6Sl`N0F%8rkiqv_1F6oj1x}>U~n(Bh2 zZ3TOvRL6!TRa0+(@T|P$SLKab3|NEz>+j>VghvrN*nj zrhBB`;8CYzg-~Cm=@+3Vga#^FuWGBp^rQWplXBS<3CVg|Yb8m)$|VevAyO|mKo*~P z)PF03TnJDVbyJY)8V&kVC`5UcrZnZ(t6HhHa%rWc(Xw<-f7y_jFrk<4+z%Wl)XTx^ z@P(uwg)BAHP(?~wAyh^2x}*sTR11X(SqiiCveYKHL)-<|^Jm6t48>a5=C zp+)K}gi2|SO%w2gPz%k}5QWO6Pvq80mC+ZsA$s@3{XtM!slKTXqQ71s+k?g*{ZD+-odfre)yU9D#rgjID- z({g=j!yy(3wX!?Wl|m=fPChy=X|50&t5qtZ)+WtNq1h^{j~yH>we_p6+!V%eYXv?e z^uFW#tSTzdw2+FbuJ#@s{ZipjwXcNA3AI#yHB^Eu4b&E)nHnGr{f(3?%f|S{8K#j4 z`Kp0XsFo>3i-kh%^mXO$c;eG~)d7zwCG@xwwL&hvrG-Lgv|s3eq!jg3aV6?Up+ox3 zCQWdwm0TLFgF2A~*T)SN_^eP@bG%DvpVCxWUG<}0l%?W2rE}^eY*-ljOTmV#AW0{+ zUTIn(bVO2D<+Yo5tZK>S7-7Z=8=yE!F4amjM<03Viewmv`rGq`K*J8zM?p93%{JO&YhMSeNSZ7Sk>%*r?gYq@p2N$^>);@H zRqOS#EO{BaoxL{k&Q%Q*`bOmq!_q5SYSXdI5*~n+K`NmLNzp2z!5SolrfH(kABKyf zLR9P2QK@Y0B zI%<)*KV6RW}Fnc_;Jty(6uTZ?4bgHM#In=Yx82WQMp896L0iU1LOMjbkGACc^)AJ6eU zyGZ3j3egeF(z`N&tmYB68LwOk9yZ`{0iOULkOsJUi>)l-VTT!{2qny_U=xqvri91Z zx3JCL;0@H~VeX|6p(HZOhD*#OKTVlIP2K|>e`*H3DSOBmb z?^1{aAdZ6^{2SJic&^bP#1lgrZhZKHR@5K>s7gJ)ajcKG66|2oi~%gZ=Pzba8W+N! zAY5GF3WXi5Ft>w?r6@`K#!Lp_;wkp?IOEw5_%V{704PVQBP8K8FH)KNDaQujVL}+m zA}%t9ATAO}E;jQZ@torrF+e1_0da!-c0K23B|kHQQ3UWzmT^>BSfRae^Am-+hff&5 zBwTDDz!5}T;RfkuufNz&U-MO^Xk}t@ za+q&Smq&mKw52-zS;$wo${}QJ;OB!;c@S%5mBP1v!VCbDSaE zVSDu=k1>;7WFxQhI&U%$@F5fkrzpi(MjaXwW;%>$v&Gm|M`KyRXKdja3h+8{6b3F* z9*g;uP3?rA%THOBl-!w88Coj|e7Hl-%4$1=C^PjpPIdk^>(C$ioWaDd*9s zJ92@8xS7aa;1q=%4gEBb1B*J81=4Wg&s9WDE_p=W`a7)CXRug7SyLi8=}3BX+-OSC zjU$kO#W|jb@Fj(U+zS-r5^u4Mb<_mTQwxjj%q2HPC_@|IJXe4KE_lSJ=cYaXqBp-| zvGn$=(E0G8E^~R1)uzwdOJQbFjQr%nhg8y8ou0C5Zrh`Hrb(JnBLZ20PRz4L295!!tCyYkPh=lUN~IP=p}v zp$Vhd$0Ot?hB8b5p5#^5aD*2r&K{0=)LRnHotiB~5NW^_Vr_O8Na2FRFW?94q>eoZ zq~M}9P>7k-rYB3uK~9GiIuE@a;MuFVu&8SLGhD>5gWlxEmr9hN5oaj`1l_=?RG8cu z0(Wnyz%EKqod$Ggn=xIVCX7ywUMYpMSoo31{dC0}h@~RC9eJFkysa#)`HEf?VnaN8 z)c^n>07*naRD1>}Nf@EbZ)~5UW(mA#Y@FR73oZ%cWPM3H)@IPz0YES&!KqRdxLjYTtiZ>@|ZJvHN;%ycK zdmJt~H^0-!?x0c}PCOh_%avHB7QE?2FCc+6jOPcglh*hGVWiArlSnKIVc~MPWBhrak8d#>y0rx2&r^(djH>0xgPSV!Fx^@)rgM%U z!ug8Rv~b)ThvncVIZYb*$O|0jUS@NedrZCfvENP=j5kF%WS{?Jh!iZU^AYd!4qFIv zd{se@nCCPPPjehGoC037U29LXnbKHTxY^HNgmai!-XV%0?jeD1h;h&;-NFy-M;cvO zOGge81SHUdj-+vkRA#UrA1=~_S-is_Ht`cdxEzzL^q#(g44@Z&_yhZSfYbPy@hp_BbfmNC9N>&u zb8|yq?6r|F2$*XE<(D!IFHU6P54?SeG5N-_lwqbL`-An2u&3_VNbPnpmk!M01R;Q% zZ|R(2e+++G;ASDP-;B+dj2gQfW$S|*H*GvTtTDLp0fgJ`=UqS?`6xsb#SK@;Jxrr1 zSAln_%{TO-7;k1V^QghIjG!3jDG!`73Y^4gAk`2h6t!nj$)*JUx z2;*7LVBVk!8>pEDM#9QGT)VOOoJ7U}u$>k(q%qIXiHAu7P7z2T}gab@w?6mpS+x7bQ9nsSgNkF}N?Uyibp&8*`0OfT6CH=VI~gq@t?5egH84?ctd zXK{1ZuBIh4;u<;5Is^FlfFH7K5|_c4T2dV=ngHCK0tyqyS&p!lp*-fGZ@nGKV^+?u zbCBVH_>pFGHYPn6-sb-!JjEkSr4F5m0j9FX(7ghDO?NX=Z^fcIV~tYmB9IUdUXGH) z;tibQGFLfezCRZQNjAoHXqS~JUmVe>zTq>KHyniBZ0Hjyeo57VaIeAtW2H4lRzn| z@)m#x4_OqUj?{^!i>Z!3jcLI&-em~0IKygMvxpa|&r!+{%5&tUGkXvNC{GK1qNQ0g z52H2dJRR3puia?MeKg{2x^MtrhmKUB8Yz@>bj`K#;{?sfLv41mlM9^Y3>6uQAI%xU z5Jqs0+K#fnA&^7rV7#E;$XB}*ElX$Y{|3uj(r)cA=gZ}-E*ha?k|MN4Yqe9Us;yT& zU>3f1Aif-)u}|zUe1A398lisrO8-(9bykRadiZ{4XSln*+3I7bEDy$zAPrJ~`8dEN z(fZ0bAnK`&q+N2Uc9tgjZNhjv7uXJ^bVti#xlC|BLS;2X=kCCbBz>WB4tGWa)fIZz z;oB>sURtebDxwEfQeKr6de4!|ud>uqC$vRDdQPil>1FNFV)^JZwNnKT;LAj% zs-^?Hl3pImj4P$JO*WpQKuwZVTVu7|LG*rIep09kIby`$R-g_T_gFQ(sYBW%w}R{% z8lwl5sK?bI3u1x04MACU})BXuUj90oJY?xMiRP0NN(rA67 ziTX+Hg<7bmo>VJUQHYisJj;CJZgHIba>dHh zAqI_P=*kzv1v^qnHQ+fCrIX6Oqo&p;-y%0LwwD_qiI zQ|5JbNvAz{CuH^}_*{MTwnjUkFV{*U$pK+WmK2_8zX;Ff=G<8zR6!c8eHt!*yIHoj zy`J&9Bxy~CE_bHB(^jQP+OOVvPh&Mt+YJQbKn4%@?J96zS&n@#-cWIy45+vV%}{1J zmjNVm`3^$pPiuyz7><^6Hza$wzPCu2_GZ|f<8CEIWix$OmI3`2aGTlrWtwn_6%NyS z7!es(6XF;F^dXRt zGHqmgyNn$Fmt-rx9v+2j3haGzZ`*;pVni-Yw){6s;XByb_~zp4*gYd#ZYB@i;QB4* zK0(x1qpSSpzO7QQKa26U!#yI?$d4p6D9JcFGncn(C z%1|zg9hKZHVmSiNv5|d55@SF(D|nf%e3NC{$h14*G(I-lDRtmeLP+8d&TxQ(9HlbT z@d0)d%e}WSWL$SGMDP}M3?e4u$9%^dBm@3D$vYlfFJ_(B&E#j+a)o$G(bI^CbN=0re<=*v1x)5=*}f^h;ZLmcu{;CKJf7 zl;k%yvV&M4h=my(l6NW_=*xQhtTW#b0HhFwfPA)NN}Ojs`FMcU1X06dhsLZVnSJac znrQOzg0TU`GL$zc3e4vXc2kKk`p}FE9Ahn~xxz)Ff$F@&Ci=4qD9A{jr5}H?#Cj<6}PIH>$9h2EZs*FoQh66uJScn8-B8`|M&aAK@YgQ>aYc%rEQ- zL0Y5D8YO@EXuW3ZXAM(ty{4XOr&qK=eHA1>HPEL@lsq;8@pQ+p7jnr@)l@;2M%aLp z^P1^_)=Ga1^p27>)dbHYKdqGXwF1;yLo{B4RZ%ENvo%O{2d?H8Y$_D3JO^^4bBo-vQ$LD zLV;Q?Uk5CvyaRkQQ`qo}VTM%U9ibrmTO##=Le)se)yw9%K&XjUOFE|a%6r{DGu;J{;{~BvIxn}*slU)5eW51ycl&9D zMyR<;nB5!RRYM_E#pIJ{>L5Ww^_MoNhW05@L)F&t%|1HpU>*sxDH)C^O?4HjL_=W| zsOD;`F6yi``c3F%t=B=lAv9dC*^nb?lzenSuc@8Vl%VJ3tApm-hDbUlUsV+PMc!(r zHCm%(`dKSAL+Dc_Dmjb2IkG@votKx*LvT_B6)4o#=7mV-La@|Bt7K`YBv9mC9M+buQF;bDN5B$;e=|BP8#l|Ya6r_F&loNQfj3q)Jlzns%whYYp5)BQ=}}t zYEV+iD(mswtwJ9e#qMBOI;2RIlS@7sHi$YcG(|&&+H0*6bzINM(vNbP-F~idbhL4x zcRG47F5I31yM+x~l)9_B;W}Dt(+Yj0(?U%>a=I>4Whq4!6s)s`m1DH|vYA3}sg+^h zkb0?C4 zQUm3sPD;>u1IU!5_tn_6x`je#wcKV=3AcGpu0bfv8+?{qZPi3i3WXTVSw}suBzYO& zXrfB!dC9P;tW;xF(Mpb+Zl@&6bFD^5~(l~bCe z{th0Y>rzQ|6{-;JR8<8lLA?|r>1CmT`dN!rN@cZL=zGUK-4rNGy_8@B86$*NnBzY3 z(K=xlU6}9~t**$W$>umwt%O!9Rjt%mCsa-KbySTs(SQi|3;m*Is$tI^+#0Vo9^<7n z$=(eyy}>lP3rd|J2V``lf{Y67mb6BehA2&GD(0vNT%3DyG$POWLo!Iw|y- zP1Dv~(rz=p?UhtXuV}H*?^!%2S}y%)-}!`IGMmvQYlcdgZ}@u({Ekh{m(Fu#sks6i z;Ksv_xrQ`YRh25~P5CNbQdzxYxA#sOCw~VKVq=?v@0ygcIlU$eUC@g{e<)3oTfrLb zp&kBqr&3*g)leOj*C4|~HAH(26IOcpdn-!4R7JIf&^k?52}$j3njT5Yo8`84H>A`_ zUj?K~67zYHx@=n+z0!|Z}1=uiwmdxQ253qxu$VpiWv!C&N#UR@A z7!x_lG4NPdS`@;I0CL)^zC$FB)U9m4_+7_xK=^NMt%4aN);PU@~Ai%s7D*#g}a?;wQFb zVczjaoZ%3gDb5l8;#&e}#3pLfo3p%05V630R3s9pZtjYvAW#Ar$-_KD0+m?GPXtjL zNbuO<7Uocr_U5=DM`;ZN)1O*&A}4>)`)`|*c6h*Zb5NLi#Bst7<4Yo)jU}CBWdUvR z0$w7SnIv+|W;6*Qjxee_EDgCFTZgAx9>VPPdJGo%@CF)EiLXhc94nZ^5)x`6hToaZJPMJ@a!%5SIn-w)wb@Nwz>BGL;#pqjA`r|( zCa{qcHz0S%a&bSiaPb_E z0Ea2X41DaE$qK*`@Gv&T(V9vuX8=!8mPJ4`kehHiF@TA@N@2X1L>!+(h6V!`r5&3$ z=b||ad5=as2s{kT0zPIrZv**pv6>4R%qZu94g^uo1h4x7S6IRV#_|NuJ7SV=Uwj<} zoI(icWH3{yLU}$njV3>T@&qLbW>1E@qwxps;eOW9k!b{w2oz-tZhmDHbJ`V9u!EhPB_5bdU3&5`rKr!2TU()_I2*Z-!?-EIYRXW6AU@+NK@}DGwG$w@fDAVx_!H<=u z($grxyL?J(iUScDJ|*61oFjol9OFSM6N<%tpd@uDkV+*LD+b&L~{SfrEZeFD5^&pvXJ%3>;!CsQ9AOGz^;c!(MHoFs^S zz+Q(9b|)n{gNWuaHUe#czOHt$HLGJ#YAnL)H6aL5m&QkuS$=TF3^M#0>yCJJoFmma|l29Kqzkmmq2o%N~by zKaz)mKpL~$zE+M!BoWO9-r_;tGgOE-QD8q(smCc2XvPCTNhBf zNBI8rDReqOy{b{?6IA63y4cG4DQzeTj)}_#!fD80-sMf38!!$ihA&ARpdJ<}KyE%_ z8=YAV8A#C*JwWm4Q~sWWv7f2tIq|&2cMRZnt{@D1Mxw*o9u~rZ#WT zj0nV1T4$-g>61^$?O5Ta0Z}AUiQL>z3tBS-*hdwfU?ARn&&Rf+af1n0s{KB>Xu>|j zXXa)FPuepif6@tHlkDgEn7&>J$i;BL#Zq$cFux+Mu){8YA3`{3p3#f8ROh4#aH+rw ziqVrLe^Y@ka*eRZ&6j-1Nc=eE0r<~JF`JuZBM(xL!gyg(61c!ahM{FT@C?Q6ZY+fq z$S{Sjgk>04za}?N(2NDRxy%UGQ`abXdKo2?iyT-qV9wfLS>!;-XJ#x*v1Nu5>5i50AYZW zU=}l!52(rf3^dSL^^k&?iIYo!FU45QbUIU&2^>$AFVmm1B=a~%S(qzNaoj?pnvJ5Y z$H5RP(wZlUX99j)B#Av7Oj3A7kf&FH*qa1U2m=-LvxvlOZ z0!Tm{VH9H-Niz~yL{TP@9mqp24s(pPyaK=yMw)wi0133>WnN`1Z!nVlRG=@@2qcy- z=s*FNZn|8ETTD1(?xK?>0v2jIsylm}W;p9uDIoFJyr1AxYi=Ux7$t`TVUW;m0% zpCJ~H2l}v+UY6P4kK;fHqX{7vxC1E`a!9Wm8M5R;f~tDd zOl;>+3He)ceshEltE-Xp_E8m+>tdU*6;G@dI-_+ep=zooFMT4XqzDD8sOqbcstbKC zDN3H2tnqqXZPim_HB^2E4NQVs3at|cJx{!P2raW5W0p`S4b}kF5-O%Gs;Lhwx=aWo zARncALVa{b{p79cnye{uXp}y&v4RBXbxR^*iM-Ux?KIMHq50;k^_pQMaxN=W>{2ly zR8cRfrv_?-=G(LoI?GQccuN=6 zQOHBj7+0{HI$Azmu5Q|XU1_AXLIEly6l81}sS39H=dCw1)KJTE7^N_mi)(&TgbE3H z=nJFzp{Y@3Qc-8L{VEEmQ%3#5TSn?=qo(O+g-eRpFM3Y3)kM8D%P4V4iOD22#F}YR zNouc_l9IGS-)pMIYO%s4ozg@N(zm)GNqWj8qe>+Y{H}|n(k_kBd@a&keWfWjZlANN ztfP|t)))=aYZ_n@$1F0%SFUK&?35Iy&o#x8TXpISb<g1f3fpv~q4Hc;)N|F?(VQQ;3nr{5= zsTOv#ImRGzHWdMxtBH!vD%AXco7THQA9HO3j?sJSt$tc+Ap?q4q9S!(u{xxEwz{Qb zE=5L5B^}i~v(hU0nK+>c+Y@C)q!yTiXx3rB#WqsLB6(|d+LStH$dw`bax1nomWh_- zbr_{tK+SaQxrGB1rYwGL)3kKsemdIr*-4P;+KWw8v3zHuZS4@BVj#|rKgnTRW2J|Y z;~Uxmxv7Icrx=!MQ+5L9iN}|4R#V+Z%6oH>WKhxGXk;xTM_dM~+HVa+@+kK)-mHH} zk&z>RCLE{&lWec^nZc@S;XYGy*4;kG&r&F&z_RkGV*5@nmu&5|k&)8-oK&DI?XLOg zc^i?)z-u;P+*o*CL$mnyM7G=Z%ySz`S!o8b?jZB|wFGe!rS;;*9G^+ov4@+zr-Ye&~fwh)`qcGO9+M+bLp8V9L z4uxrKRI}fp8Q94w&QbEZ;?=Pvr4Zh6a*UJY;2yk*;s{&tBpy%V3FKiHK7~kTGMayY z{7f;+=)`$q@gO+GkvX2Zgp!xM1XDT-SvM09K7a`47~vE#s%2BhUN$nHUx~yC^yLHN z=3F9_Q2rqo%`N2|5XS=kB9IqtWi(^RWh+#S;cFgEk?8lh!RL{{uN63hb>%H-K{Hfy<$ zT5REN5;$efW4ri{&&f|7E)Y*5W#~pHm#1|zZy2o}o;0Up3i^{<`Hd5tr?%1Pkw64_ zQ=IdnX~aM(0Y?Znf}(#jo|z<&gb(BCNF;;!lmwD{-@0)x33TQG#u3XZM$(K!8JSP* zdEg^@#>n2qYPMd`qk8MAg!C4@s9+%!s6Wz~;kuwONeMP#mceQyDPBWWOiw96Qk15v zj*$=bS3k8gv!lr>GleagyLe4du)Nh<^Yw?C$f4#MpqEtB;9yA3Bz|Wm*N16}q)UcQ zPx4=L9aMj{*Nf_FIRm?5>pu?ktB&%ikm^c*oX^K2u+-iR!AFI_Xo5(PvsO zfBCAB2I*T(m%os&f)!-r)_B*VIQ6~C8Sh$qs&@-Z_B)w?0e!63)lgM*kJ@OSk?TAs zhvrF&S3BeSwo{A})k&{tj1Eh>qzS5KGF+4~NExKxR6@S0BIK_%dQF(ZD$)}woPyxU zN9Hf6Zr;H?3UiU^ajzdZIs05rofNJrdS23}LQ9NKh6){0ewEZdGO9PzkM2Eu-ozd64X-2C5?D&?9X@S zzLJ;X)m_NXkfoa=bU-yMg+MFht6D}iQ!?cbHaWMxLa2fUD~IapqV~v3?ae!!q&`9| zHPIlE_*BhpXR<+Pk3NvM*2qU~6|dh73WH=c&_FdbRL5j+)6~#xVW|;QW*G1#p)vYg zsEoc;vJ`ibK1PnIawt{@u&j}i{%$d33^&p^pmD5hox*c zBL@76!LzYL=%Bi&jLNB^!i;l`R5_b|;2JsfmW4CKq0cQ(QzfAgU6AyLJTyjMS-3N# zKZM@5JSktx(>9-fD~FcJLvsu!v-z5BVX8T*LYkw2YG&gQL92y6(f9gX^U_s#nGOR^ z5}K>ls*#Fb-F{)I_&g!hN~n`|>3R9;nEsH5S{XA*gu>;mAk8u7W_ykFc-7F0MzLPB z-jG8(RL(Hqi|VAjI;uC+z;g78mKpNAurOWC75Y$UhPG&r&Kc!{|5%LtN1@&NMX0=r z>3$8=aY?;R>Cdb&;9rEo6d_OjWO=up{PlsQ&iJzP`;x|MgYC*+p+vLuL7|~Kpo2QD zB!#K8D(Rr4aYD{83C#9KSL47AcD#3lRg6ulf#%yP75to8#T}o1?UAO zX`0YERkN{6NqyyQDMBq_&;`ZnGdWaRzQzZ?B`y{Ou@lGG@98Z?cU z>&okBuxc5#($(~izEglPFfLF@HByo$nAcR2CJIGsoG}18RN95NExiWpa1BcP;Da}( zTzVoeqX1XB6~%|Z_cZ4V%JMGpyhR_pm|%p4a+956)Hdw+{>-pAD8O+Yh zIJv-ier5n&D9$2QaW@W2w`2kbEzNnCfZv(N62782PcoRcKpXC(40#FRBFX*2m-|_3 z0^4ZBXEfw_n(;OF5=sDj$wNun^AVq?LRxY?$OFWYgKWeC>zD;VQF0TQy08pL z?i-y>7akxxQ_U+xihan#d5Zp&pg18^`XDKQQ5c$k(@A^ z6Q|PK2;jO8l_2~HI1pp|A1`#NnJ`&lLFM{2})9n&9oyHUy}P{lc->P^I;rR zB!bnf2K?AYF(A|u(TwJz$qxa+c+(RA4_dR7hd2NXB$xyolqV<2bTF5HU_nZgr0)I+TAGixoe&cSo zbKc~&NPrX*AbFY1QU2mQ-uy^iRfF0 zCLXZFg{J^Nvw~PQkVG`ufjBco=La0c+ZOZwhdQhzl6P4{O?H!qSzNSrH+SGmYLmbz zz>6_7W(~cJ&pa4H6~5rr3|-rOcu)*)>JZF4_LH0AKr?#LhX3J-59e*%<(HVw3zkC4 z3+$vO(1=}>Wd`sQ3pha>CxK|{QWr>KA|07QO>^LK(25~cweZ25XA@2N!Hj`lB8XUg z$;GcE(Vn;P0lbJb+e>#ap8mjP$|660vYns;!1{SXlC+ zg}%~$eW%j$)gleI#7Juj?a@rNlAlmjWA%ASbJbsuE3Z%|J)K0bV4MwQzG6L06#e_;|r?G~!x`UVBxw7_b;==FOMpe{7?XuK` z-X(NWQb|qJ9wD?`$Ao@U4^`3*OC0usxJrs!@=Vc%w)f?fQ5Q*v^-~qgJ@nVd+99-7wanG4jPpx&=!zNrW73DZ-}rpKP=FA<#kE5HNm*n^UVm% zexVf_p+HGH)K(sPR3{{jlb;z-E1~L^kmY3yD4J?q-VGNz7$*?O4B|P&N`9rjg^l7O z(4LaCr6_A?#8P^3o_*|ME1v)tXvIt-*g`EHVFQqZW_-v34l{x;`GLO}MJRPS!U38A zYmL$L3qB+Y2;o6SGM_bkiVW(T%XvG0TZYj|TlO%ODDGn|$vg`7LiK`pTgJ)V;LpH-}3E>-~!n>W@eQq1D#mR1|pdPhQoKnoKNF{5KdVf z!EqF!2FdK8h53e`8IRM2&jJcFoG%#43k+rjPB7RolIP(38E!5(VPVB;z*#19m;}I| z5kM0l-f;27?>xje%(8fJ5W&3^H|xgs@hC?*!g6-96g%UogCsl%q!{;6f~V-l7HYDG z-&jRwrmzf88j{0ssz*?d+MFX8D9^Xd;dfdRPIjV+;{;u(OFkBpn zkpsFt151tcv7}8JZ@yFBT-+xUSufE~TB8Ib@Uq213Xc|8=JE!%1eBC0Un48JN)_ZS zv`m#$UTd^QrS-I8wcZS?C#ju0bw;&~E?Ox`b!|=IN%A*B`o~pG0SeV`HYVW9$)gV} z0k;`Cq8xfiQ#4c6Ra9%_Y0IKsZbolzqYAj58F;5qgrwKiMAg(=%j6?8QPT5z;i@3k zPX@*P&+2Qi4d=Ddh9_gGKDGo@*2`g>Z8_umv{QAHf`5woD@abYGt(Zc*tNol|4ATTTVZSIyL4?S#tPTIZ!$dE1Ur!jfIt zBeYU$jd0yI`DmBUo7X&Ejnqn!a>!TJ)I**MP)$i6C`jYgS2?s^()+4y39)*ppJoZ& zBZoZnfx%DSRvsFnwTe-w+8DF`I9v4F?I^VLqS{LuW0o|83;ke;{9$oJ-c=2Y!xSd; zt>R51dQXUL&V@>L;8TjV1To!0@?5OS!$;teNxzlDN)f@&JEzIeT-02lN0 zHy`dJ@>M6T6nb8tX_(&9YwD>FwL+iBPxEy^Yt&T!3X`-&jfFhaNZYhZXq>)L4>eT{ zl~#T|r$nu_Jd)RIz-xuh8xL+WN&PXcQIe#06{KxCqJui7?OLY@J*E7rsKW9Pa;UH( z6)*1;T zswGdM^7>fq4K<6)3yff0lJtt1$opHJl%$V@p4aE=jrvdWOa!GL-t!ipuEZRod zs2R3vqhd5yt<>LC#*iY^&y;crF^)e|UMVP@xM9Gi++Ms5ts0JFSRmP)u-bH=l3cp1Q`5ODRG&6`3 zjJ4$|)APBg`wbDz8?S8GWiwNQ%+k6jXPlJh*hmeOpy{N&MJg_uIfl8FLM5PUBtZlZ> z%UR~s7?*=>R-7XBj;g4Vn(GV2>y!qmf{=$=q~NSx3#W9ykhe;xlZ#U(NiSQNp%N7* zDN=j2N5^$cF*>2MikB3pC7Q35mVv?QhW)7z^sA*lC$ocCt3@j1rdu>tQ#4qEG+y(y zG{u^vCl+ar~E`oQ*G)^tm&vF;fYFjFbP?>GO z*Mmgc??|)_>pOYPbbI?L}a|Ijt z25;WIYA8L%uP$^r2gyqud)UWuJb9cFoS+mNS;!8~;bZ^}uKM=N1^Z4$@F3NVcP}!R z9VFmE5V>h?ljpvJ+s1&mVJBSwx8n=CI@x@6GHW9>95*W|Z1k;963^ukK!AaAArw~UM0REyDo+OK2I)J^D zG#s&5?5c)mxZfaT3#JVFc!wugKrlziL30Xmk?g>JHsC>VsxpURoFk0?QIg6OqK}za zo6mDxz{Av83^dwE@8GsGVDBt$AGno}#1MMZlRETetu3E^iJ8>oef&5>D5qJ>IpWF1 zV0_q11hW|Gk|xVxX*3G}ex@HI_<=brWgne6O%LMe%|Syn6(Gh^?thGTX-jU7^9(ik zmW8~=KE7o?_t1u^_y9pTY^?}6iRWorQIV2(aFXK81)9-gh&D42mrzNRSOQN!#Ot-ubdxVX1P&Hu9l)fvM-tmJ*_bIy3r4{WaKKI)kN z*91b{GcXHBF%a#l1%WmGH5HFM5_~%VB|3{L=2|jJ1;mrw%OHAThqp+qK zo#{?}Lhxi74QLA#vK7vFP}8*gK;*NT z|3%%60Tu&Jo}CX7L_y2V_n;(U)5z9jW;lwb6B%%nR5<97A@gTf-oBZUW!N0_O|D!>yTtJjb zG+gx&t?u;3^*QWPg%|qO;y%Vly2n4ivWrN9z4yryv-+k$R>&dXTXx+@dg`H$3E`D z3FIP?bLQ_nXSnK@uL?MbvxN{>;XwmD@u48oXik0d;It_-XJZ+22&WKmoXxBzoI#dv zxL}?~BoX+~fceJjQ0AIavEWS^-nnCKS%4c{$dUXYq>i3Uv%LC^GPV_0GLl?gucf0c z^wNX7DMo1%7DuP>(cnVE}@oJxd}DGUQX81haZ5A__N(5RD@;z{gqE?$rOHL5ly%c zILwpWMK=221jMua!5&Vth$Rfk!r!`@=4MdGL86VQ*T;7AFJ9Gbc^|<{Vv)^>PL1fuc!p$IFk&NZEw6%XGnV@&Ktmr6X#K$6JE4!*)c91VGtCiKL~Og6HH{Dgu*zM7qR zJj(^!vLc^N5G;Y66yql%ILTS!fexJEHS#lrw`s#)Y%;gK8wU>&NEA8QM-ot#^L%Hj zE_!j)vO>QdkqvGEui^$9u!BzY<(!RM*owP3WqDNs52Ao!OyzZ|@GZ~t4`nQ@hRG}C zE3?r#R?*E|1p@448tVxmgg59(BknOjIn9p@&caw?qAgr=#o4?Z)H!9@a-(S|4xIF0 zG}VD%f*8+ss&diH#scid-eY|a@H=$~AR8aEh)^OpLn2G~nB(LiJFnA>CX~jLS&U*l zq6Le|4g3w}+T52PiML&mVB3Nxkx)i68t@=Hc`3+SEay#@@g2_qubVMx2w@IClY|2Y zU3iqeG$I>LqPc*RXaa8gV#=HZaP+@sz)%OVgSx4F8pATClMip=agq&@o&CJWd%O!Y zrX2lvg3pPu%nWBNftl?1GXs%;5BX@y{d`YDqa>mallY!@fdtmDl3@hWJ_~>8m$raW zUe4IoPw()c#V>I%h`R{Kn_Lv39?+0Ly5PW{*?dHKo6pgb5Ssx%$`qb73MhLU9!7FS z@^H&mKLOy+yS!`ji9WFmcn+7K;p;Xvf$Xg2BH1X;UFP6akYCNPS20^9bu*f|ES|uD z-@m4r#e?#;1>a3VV2WH$S%)Z71}!BFaiMxcTl9g7nv6(Oh29hT%d$^l8?)gm)lo6| z$xFzgB`R+av?kMd7Lp`Q7D7*0_yMzu6YC0oN<)Y4qD}hj3WaaH{+qaUII+^k0Qo5D zCLTWpV)v|vA63|v>Zb|RW&?ZphrMiJ3gFE)+MCoePXIo6v6LvLZ~}-W)aH!U;!h3| zMFOWN$rJ3fR6Lb6)}62gG?eZ zl>=v^q@@P901(RsOId#eP?cwxM?qdBgcU@B&Ar63_eh$6Eqa^m)VAh5_S|{??%+C6 zmAtH>@l8F4G-hCD79H|_F0wn7&*HB-svq|-(TL!RcLz7XOlBvR*b=b>e+{I(ew)FHk zImcv1^bw!1KV1h9%vSw{gz z(3%3kcphgbxoKc&BM;|mOIJ?T;53am%=2uZC3X0c(p+Q&pPT8V`uvU)2xlh;sB9Eb zUU|&U7zGvy>?4{ImR7wV>B2d{lk7Nond~fN8&Hz>4F-;Awh~7IF$7VWCF~}FWJ05} z+(UmCTBA>iqx*I9Y>%O#k!9b?^6G(*$%j8HQ*R2iE- z)Yqm0R1Q^DeN`~EsFHC&2%GYwG*?YkL$geYn~jQz&#DYC2ao^Vr^J97;P=aW{L2F*CxC{Q z#XxdL?o;NPWfoBcQG;$~U=84RGni74?u?-n(1yIgebl2YfASa})aRhNM%&D{HYhWk)*~l{H87sU_*U$tCa$%hK_aP8C$akD34|%9WacYsn z5@^avPGGm~);n3x>*lKtjA18NI)AT(_k1nGUoe+@vG&t~wmiWcE^z@rGd}6$AEMa7 zX#&Viaa)uD79(B-`mu|5c?2&$pg%+K0K}X8!z!u+FK{m}@H8I4J5**G=M0uhCVb(050ImCG4*vd9z$f=jk_^vOc(DHg48So`m zGM`^KY7zIBa-dkf$T z0@y%yL~Ca9It8f4Aj8Q2;u{tk6g?-{$w=eQbJ@G`vmf;I6}fFEF3E z%u6vrki=g+p62{?(#HJo?}LM{7>e-0i^F_HCkhhGn|#Q6;`xU%#>j1L%s+|4M!OS4 z4ni#q${!hR2Oc=_`m@$W&g&VR&LO1mgfk@c^s&h6!}# zeOtF!R$Td}ZW?ehe0ZP#5ke8SJJdXGHv!E<#u-3) zrtm#`iKi-Ec*JOn4+C2fN*F$tWKIGHsSk{%BA0LwVwQ~h09%a`(fvR>mT{a3l%oc4 zfsVFy^+8~=t*`eAmXX9_Vn`qlP=r!owgftvY3V|aB8SD@k0S@s>^97MF4f5k#8a6e z^rSII%e;tFA&F1yv711rl9ALnW&l0?JDyyMY)%9ET;{L1W-Fe#;DuLfWw)? zKwH;t%9z4ucoW0#tfQT+*b!sZ7UPxy&tN%U+_uIXMl=sGmmhe-^6nWNHb*TNv6ic{ z1t&H6omZ~n159OZ}=3$E`6wFEUk?^1#zY=R4 z-HQa`%;Du{IEnwJTux0`1c18H!)-BJcDwlaf>>8$ukqCcmZLo^jqA-{I-Lha6i-pd%4 z62@aj!9-?b5d&Ff^zAMOp5jFpsdFbzA}zgCcLV!PD!6Z`Msbva#JP}ZbUAk_ z=1WT&@IWf65EWU>|L9BgRD0D^TS$7PgLv^K8?cjQY-6sQty3d_@;pf$8>M+h4ftXv z5{Sj}D|hn%&$FBW2CySbs)H)Ai)Zwu=V2f3Evj3=;(S8d;X8W>42 zny{b#JV|9fq9*0Z$=`U=i@5|6O+Ox@7F8Hd0}8R3HF%Sk`bIfoHQr)~!4~xpAL9*t zfHx0woR9gNk%rV;RF=(L5jOL!Mic5$fFjqZH7mk28ZgRD172$q0^h<0e3D1g9SEq$ z|2V;9oWNw-q_Xx(9v0j)y6cMyCJ;t2v7DhW!*~x^PdOf;BQ5xl5m|6)3$l!kl%O65 z$<5EeD|}>J^qky{CuKQho0A>1VK9vd=67DFHqY=gz9d}r;GM*2He?o{450>NWo`xm zD@Y_9Px2UBoTfAn6GBN!ksVJ$%>3q7VqJ!=dlcm$qm=L$b1m431qL~A4Qd$1`mqsSJ8YcmI0o@|rgvm-;{-<-Z@kLO zi@Z*7y7zvBI?T6u4A;UX7BTGRuFld|iBh4N}=D&O~^P?%d) zCvDa8x~f(ttBf|PhI}eaMyngslbC!ax~_bfeWN)S)-6wrZ3Xvz+H zFxjT)liBd5wMC&f`!(aE1z5%$5~yaZLvvYZ?yb&wC6|C;+UJnkj8dMtSFID1=gpK+ z>MGIG)R5yUN3X8SGn4s*tOMCbB_5zU+xV1j>5fIahQE%ww3VcVUny;&ufG{cXDYTu zioSLTAF`Cgd_{Yk`6lBr<`GYW6eHGWG7!54(Dr}`VfqcMwrbNlDfV=2K7Z+v1J4j#9a08q9l9%v<44PFz;6S>!KF61I zyUEoI={$Ncy=<=o7|0(Sraup-vBs#ukDRngaa_g%YF#x-Ukj?Zdj4u9b_d6QpE_2Zp2|DzE3}L zl3c}}K1?K@XK(VaPWSNfq!~MI$6ikGK6TR(0eh5AOuULf=QR5*%C+fr%2KayeT#R9 zB8cay!vU7_8i^ESAzw3|`7~r9iPT~~Z}2!B8BPV-a*$AZ^E{X63y7sRH64GeV<+$3 zM$#xpEQvDrkcafkrGzt-emAkZ*^Mald1f#eaPR@oQrN8n3}+f6_|o>?My%44=|hl< zZk`o&n8O*)k%K*4q(3j>qm#l{r`8d*ckoKioJza>|6lNuTiQ{$p@*_?7fmIY>054IH4~aDS7Itwr+j*Wd zyh9+R_zDl=fpK@t_g{h-oY%oF;z*|_cA7zaCb`i2DaJ_Ju$4jJW{UeV8sN0_ zuYy=aVHcIV^cb*G9UC76-laSVd_*5wF^y7;;CCi+h>5_Pyl-whp9h&vL3Z&DVHBaZ z(Ts86R$$q`gG`x$uLs`g-2X$0^2#mnYp*c_mtZju;tj0CkxE6?wQx7sWJPANj!!b+ z+`z?DiXI;XR`LKL_yHq{qbJ$$0*a7`moc}Fr8vv!$Po6CjYd378GfMxeq1DgDU4-J z27lr0fs335qL{>8mH{n&@Wrl3d@I8rxRk+toy4UpUAd64EJ|0y|4lYv53^A0B#sQq zQRT*3(!Q1FDUpG(s{nA45-EO`m#V}9L&%S{LGM?_u#|zkg9osfMK~!z6AJJJjd_ms zyv%rBW&?4oXYzH^y4`9>;50`G;y6p#!XlF!GY4;{SfZJBa3}IM`PIV5rWfs=`yHK* z>aZQO#P6@f-lavFwb|)5;HV4}k;fVHXB-cb z$RdlZraK70D@`?4PaQGi(#G8N`$-?lTYlb!5g6AP|G z<$j~3z%xB4j5mMZHdm+^CpqS3x-%K;NKI)g89RB1Hx0(H%)oxyvYryW#xs;NhUKL^ zMIqt{VkuK;Lq&%2*!3H54c@h>@}?irB(pMRV=;wonz`=z`p>)2k-NIsp9AyQ#8Xry zlDs@YQ+{ALFPPgra@!hhI0p#hB%4^x?(1xolFN~9sW zvzteGlMgb@e5cTv00z<55`FQo)H^icEygmG#~Dt~R6L4w8}Pk2*_@#Q@iSo5tJJ!# zpF24n+dRxNTJjc8;l*km;Kke2V9&CZbA)k(2*O$Iw#%FL3{EP+z_joGI*#2Yic)2P z*%=5jCGtJbreG)+7*0-3GM+*7%QW--ju&ah6z)oM;rKo;@e;l9Po-!i-3DA4Sdk$E zJ_a`B_N+u@Mgq+^MA8jAW>(+@7G>%8ucWJ+dpyo$K4a)@arKH*l^+@HcA94`u@)}x zE6B2{hHisFEbR(HsgoOms zo$!pi(9n`zOmJI|{47UPZ4gfn4)ZY+U4kwSDp8tX0x3(KbfmW&6uGS&=o>*Pe#~te zgNJdjnD)2D74+pJ9;FZS+?b(0$C+a5Yv$u3UFqUx$8rdt@eHG{Izu-MI1jJzF>76z z{jcq;Ij*BUeGbnOOD#H6l|W7t&UwN(!eI`ug;PZ0pgm7tGhpFJVeGnf;d29yvBzzP zFgFjgn55gJ>EjVP@g={ek$|yd7h`CCLzJ6fA!iui_Fhj?n2+h}(ns%Bw)++Q=-_4& zV+Kt!%*4Nu7Q`}~6+A~7?xHL;X+nG6Wh#I259ipzQ0CK^=h={E7fCJ>ao#qyM0v7U zw%H#tltX@)b2nMe+8umCNuEomaCZXTaWMP_o!LyPWgwpKMHgZ@mhm+(6z4PcFu{#I z4l*ahJ(G#_0@~3t)iK|bO7tO=&U`~v`ln&S!NkynklSP>?3D_4ac1EH$$Cm#SjuEZ zGk|t9q&a_HW50(Wi=*S2iQJ4LoO-rSxYRI`KZVQk)+sNgtj_`>lQiQHA1ovzRqNURqO}0^}xyQg~jo&d!Uj zjAnx=a(1i3gE5rhRT|QZ0jWGmC+Wa%lw;ZrQzQHpGRTL08m`jac6+gvo5?)P%Y1ds zP>Yj+l+G~eS15}pBTdQX2ES^z~G=e<$0M;_?m&Vbz!hN z%w&ck>hfKhg7le-qXcKLadkhwS8;G?b z&n3JlO1?Dfkh~d3AcN_~a<|Ux0eo4-?E@!W2x1+>8OCe8&SR9O2>JPkDNG1`mdVNt8O76v+C@ql7{%nTDtcL6G)Y@@MoDQXJ*0&wl@?m#=3ey_ zkmZU48B=CR3BL*DR)nOZ`a+H5uxW|Z)KHzj;d%yLpM1aB`eO zT)>Nx6uDumUORGSur=i%CsU}X$Z*237EAb+!L$KNP>H+9M-mAvVJANH<<0A4%nbv# zn-}jvoJcc3kdGQ1;AdW@DT}EOtj9rFBS0{N#_Yd|9*Tmp~ti16;f(>Bo1BzUle`S%W2(x$D+}FR>Y*#t7pF`lRq=W_UR@ z12}AX?TM$`jC!Q$>^j^&xzmvDN70WFybN5RyfIo=2AZ&!A8x`;eV^ai%4Rwc0PJNC zkKK?JS}CgFWZS>ed=vT6_;39!)drb2LxnIiaMB`0Pc?%s-(UY{@5}>iD&IK%xpx+0 z%osx$`x+t?i7Y=$)@(zBLZU^RlxU+=Bua&nvLqGBQlzr)Df^Or$-WE*V=(*u{{EQb zbnmz`?!E4vq2@dPoH_Tb?|Gm1ecosJKEQqs`cS<~=B%6Np4PaN&#ZaP4rwgW3lNDF7Y8{o#rZg zD8PRjk8;dsuUQZGiA;|Y?&b@f=RAdh%Op|~NJ4IATluEzk#1FG@6W-wMZ$UnJmx3O zT&x3{8Uy;)n@WYoY02G;@G(cysiEni0532W&j)t54z2|wVPCasI@>j;55oK z_K@_klR}xcDh&nBx%F%XZV?;wTC6l8ieMr)6X+3hS3I!H}RK8++&_05ZoBDVpx64aC>f|870U= zKAN-0hf|HasE?!d=z2IoYi?t4I_@uz1o#LkbR-Y(15rMDO)HUnV^@;p`Z&jVinw`~ z6Eq|zu$9UL0LQp5o%&0exkftecJXu1an?}kT*F*ah`c4lH<~@P2mCooB-})+;PM19 z!{w~{XnL@hN$JurcqG7^38o79sEd`kK6}w7B(vBpwLZyh@}4cmS~J!lTHSY()JMv^ zK_mfOCR`BT5qv}Ob(y&gfkr?f;4UI=qD=502C|vgTry-Wqc)4EkU{#PM*_TzRs@lk zQat8X5P*BAhdtpyZMBg{6azo{dp#cY?azKo^m*y++oJbNevL=$a@e!@+W4_wNvHPVgYJh)t|c^Dx)eT%Gs4^bN{ z7>khxB=P%A^K1oK$dhcO6-9V~@7c%>yM)nLex@(Qxt|4;WjSwUXwdXPfDdA$8E}aN zno)oSK6}xQ;IjR21c5y4_6j(KGQf5)X5a)D>$Ce75`LU2@846ZP!Z_7D@mc!Qex>=y7RiZ=wiW-L78b87{HcMarWS zJV{lz>p5f<4syk?hX}|+IGy;)Z7yuzqB_Ib&H)xMi8p9UKH@k>WnSY0U^+8t>wxaMxAM>YzzdkOD?7 zQY435;)u>l>@}?X_qcq9+h64b2aN>0%SJRwJHq(fhc6Y%mvm+schQ3BcHX=s=F)mi6XPAk!Q8<&{RNVPp51S1493cSF->CSQrY$2c7&Q42G~x4`!cCZdKTmbZ)&-(zOB1H>9L+Nb_wYb~_mJDL2}hXz z!>5r?y=?E&g?CxNZw#Oovl+}lhI5`tET{DiC|ao@iw6y}5gf*o+V#G`{g4S6G;{Db zXR2$lgF3v;TgWHf`C>nw$2i513_m8v-w}isi&Gi`9(xrT`x| zE6C(9ojc)lXR6O$EQu4qR_4>3;VfY%f3k<89N;mxlNZtoaH_e;${E%$gBga=BkNI) zsy?qm6wMcOPe(P5VK7xlVGVEHB+=pSD5C4_sOO`NuME(fRKD?>5pi@iw7<&S!F;AL zhWbET8f3`b?eG3)zsltwXy@vv%{LzK{J4e`!vg&kov?z}3V$6Wkix(mY^Kq`n&r7j zR}snEobqYCfX_&BT6k_hb9e_o#?mv3h*xh6yNI_-YO&dM@)Fc!JcB)OIQkw#Sw|Q# zKr1fr6kQC%tc9W(R#>#U-|b5pTe!Pyv(Z|cqb>A!H?MJ z%VWmscO5_SDLonHvlI94L}>hk?{Y1>^#PBw9lzknF()0b5C;08v61e28Ifp?9$=rfbcd=}E@ma{Iq zf(tBmNY7Xb4&13PVxf!Acw{`mG!`!(E)Mp z0Z!Yk86V&sp66Syo3euNBZzp8ki>c#dFiT`Il^UKQsYF$#GMgU} z`3NDHWD*&W$@bWLsliCYaOdqY{~gM?ojrYPU;`Lw45?TF4o0AwtfC!%-89C^Z9GLJ zNzA1mtEtaMQt0ZSPryq+Cz71nB-|9>eMS@(q}um#IW*0)O!Tnsiz94Uxx_khaSwi2 zD1slwIfIqu=?d^)_;GRWZUWwwt39tjg?NWHl%gRcnaTjKKv2IBn%mWEj%NyY(~IYrPIISR;cg1>e4aD6 ze*i8z#10Rli&sMKtRzvFtw4Ex=5~tkJGt3P0cP-y(=(!|n_mk0uY6wcyLu50ozd$BPKK6*>wEq?Rz9DJ6SdFduhtn=0k?8xZ3892iV z2erE3P4l#0u#icNGALNc+$u#E%cBnOa!g$T2QsB^Q@SVrM!kj4x4$r}%=I=`aF&ib2HF?G{Q+ za1Rs6XZLQ=T%t4Iv(-h~g3QG-o}&;jj;E+i2l}$#sFisY%kiT#cM*rxD2IDP0vyOc z42CwMf$8a7_Qo)T$&_OdRthqJQIs&OZK3$F)TsdHB0uLD>~#H|#2L<$%zk1?Ac2CM z;|vKzvyo8tvgf+-u~v$ZLVOnZMF;U73sAlQ03ZNKL_t&oFHzTvmf=76l7SAZ#D5pc zr_nax0gkiK1G)!aV-}qdpV6Ou4CHGr(UE~vx0?i$_=3Ky{$ z!JKCbuNl?-yors#6Ig-Xe9kZ?0pZ+DJRSIe$D9gMWtLKd>g3=Er%6G?;73WK*_lo` zOe>WMq!v)bG)?vzCuq5@G}1u zGp zT%iO-NuUe??4Te;2qK3Ygyz9OLYAb|bz%XNd4h>vnE%D=>}J8g(tYF{vw>3Buo0Ez zg}twur4}-tc|d($WF)I-&9l5o0u%Tfn;pT?ZhGLyCmaIqPq*y6$Mu1aa*^BU#ROjV zhz%n>EM_*)&&+h{$n$KX3f=2U>6PD6OQlKPCHi<2Wg36@NNELt^M7)uo2 z5X`5Ze=GwN8O4B`ay95HETW2G)7^O!2=ET3@&(a=l?I$85_pYQn9pYnp$y+r(~jbI z7D?R6WWbU^#=FP8G7hNBQ>1#@yoX=;9PHBegLsm7?gNgJ%8fYPrJT-W;~Bk!WL&2i z^EPtwEp_>V=eTl%tKX-n!Jz+;_?}@QEwE6OK$d3u-EDS`O0j|t+{t@J&$h9YZIojX z?{R{MY0L}27Q3nNFWzD(1A*l%q?z{x_!w|E_t2P8Uh(~=BGwpzHrnlL4pb$O6~IIq zvOnEacN>533FYa{P@cxUvY8np2wbja<9+01E)DsD+AQ>#ZgwS&D8YBP6tl*SViz{< z1;Y3rn=|>|7b(kATmhn(LM<9F%lz$bMzMt5?4&VqJWdef2mzuwX&kYPrrb$yM$(=7 z8J3gtSSvdWL;%myj^ACPCUtFbKN^5Pv6*8_JqodcNPZxIA7~4-qbTP|M1)b6BE(`L zi9D=j6##n);{o=1v9spLG8H-%;rz-gjHVe)c+U;Sq^p=mC-N}gAo2UJU>g`giM1F; z@(nLRuBWB_K^#FuP>h@`F$L&tp@u?%;yQnU>aE>6EHpvh z!iPdp4tqujowobGqKED14r&>1*k0@1I4ePuWK|XYty=|ag=X3P-&g382iNH%e}gGg?6;F>(dXqP)yxJ0Y1ecb3IjwrVR87 ze?v}Qr$3u{gl%kMu31XD0C0}hOhisyRzW<#T-K4yeokPc2vL-0ftL$P-j>A{)vpXO zev=1i%38)SgEx5-E6-7#+X*8NL7ZnFyV%VlBZ;mv!(6UD`0v6VFts>8y79Hof;s$+ zs!P48Kovr`joXZ(J?V@5^x8xI9|7xs1CJF$>Iykf|Djxp3SW|YA+GqzIa zzv@iPpx{Vinust97EXEfGbLqdcbq{A(3NlbfXVn%hdPX4Hgj2F82-|tIuFw6y0q>8 zUYr6uUW@j8!Zr`gf368|J0??zvFS$Z**L~-wsVk0>_^xr&TXV{kP^bG#zJLCj_pyV;11t-Q_qrsyP73(_SFc%SAZQ-X5%6M(Q{ z<#sN3QAr|8i>}D9Mh<5QQy6Z<%ND0EeTilZYdAs_XNaQ$r725U%HKpeH(7&K_}SS} zY7xRR9|7a?%;Mph$jjwjabYld`tiz(b4XU{lqpVxHx!t zD8PYsV@4Pcunu7%h5)0avZtud6yOy;WDsvtlHQ~elikkkSoxjqPR}YsFgr+MAAv-1 zkq0QiWkS97fi6RqQi3mKH(;eOFVl}14i<-e-0yNJtp5@gQOm9e1kjXG^z)H3Fo9I3 zRoY(Dhp!M&jOXY?NeW+c|I^%qg+Ti70wd`Qz(ro5sf&Y+hXVW?PdZHco#@H|%5ssv zsqcjbd595|pfgVs$YbmP3KK#nW-%Ho8`#KcqBzGX$`i#2E~l~k`7?;T=_E0Dg52Q6 za25A46Mzt)1N|7s(@snv*>Dt|18I6)L`t)S%0%%#y`3h_dQE^glbGfP z1!%%Jo+Qvq$%PiW(uIx8W+0yc?_e>Ml&hqmHMoZcgb+jo{saQhJm;v!9lT_S zo%axzWu0*!M|hUw2CeR^EMt7O0AB|iNL%^15Ec1>UOpLM7f_9De8eM$FUH1WEZ}KA zb|Ve+lF`RL#ll-IpXJe#zy{Z>x_YpKonCB|Ruo_)Ir*3ioH1(X4W_H<5?RmZbfP8q zQ;G7F;x+=wNd$LLhuTI#$-`cInml+jvf5p&0h$v|95$dKg_vf%VK&mkZv3y|aeSUN zJ{g90kjQgH@|Q_idz1x~Vx$}5dxl2|rW3n(k9XZLKzby=f0H{6^8q}7m2bS*C?O1E z9$SGh(*s+IZ#c+N4zYo$baY}at4CKJ#E)SBUMx%!2pPDrd_MzQs83GvVg&*iOcE2b zWi&(lj_sOAyeeE`oe%D{7pP1d;4@>-3ZSgGohduV5}$6Uo-1hCpCGcc5~_&=a-JbnVhams!+hp3$gLvt z9tf~lMq4K_EnP@qxfh!y5B-?WeDnWgHt;fq_#bZ(M|Wnij-4Ff9GlqATt@LYiTprU zw$KpZ1|3?CYjPYcjG2jxY@{i0+Wc4rd5NQ$P=55*MKo8OWL^c++9y>sH&Bwi(cX^YSzC;Ly!U%kDW-*H-jDyd{i z(mK@@3Q{Xg*M)S?xTtRwEie4rFbNN z@M2t-d-#bKL3TDF|KZ4UlfIETpUT(FmoHyhlCqwDPC)5VYv4*dC zk2d6{B_$|8W%A%p3gaLA zefj~p_?o6(3%&?|bjmyW8izP;+dC=JL5$ zDS~HH-Xuy4;00b}i8u>CaxC=krCU^q7l82<5pJ9glg?r_@x zE33WOL)WHRZPzD|xtyesxhIy>^r8qB5*bD#UStY0_}oib+HMQ*LIR!gGGA?;0N!Ap zS3gHcfXjw9``a zu*BF}&oEljibKrcKvoIxG*U8f9*6K6?{L_pWyeboS(?&3=&6rJ>E>adAd&=DWiZ_SJFyWmeCJ1bi1pm-m3t*I zn+9p}0(vu&ubnP4cLNPb%_>XqV$XB~hdId08FuA|z%Ka0cQ_3AQHsjx5|6}#*Jd0) zvc`?Hi6ApQB;cCZt4K(fusnu#?C10UocO{rxF*oo9xVvA<7mDyY~$oL<^9Ugf&C85 z=2tO`a4LdfyU7v(-cD-jVEU*?Bi_q|%$+D8FIKv+CEYXwKd&({#$}lRKVS}*Ij<4m z76h8=nIq28o^{ML%zpnRB=Hqx?aI(Q(-M0!&P!poYn{&aEx}2|S2VxSogh*p1ovc( z0RKUu>x}6Z`fwx@=HNU)IM4>0gN^SW1d`Kh_V5JoBEN?_9ppZ9JJ&TID~tzN!x1N4 zr3p(JoMzGS-@smu)BQT#x-A!-w3;VaPM8yAycvFs<9wREOGq}p$URt@=_Q+rn*zL$ z8rNM5K0tmK_-tP+8s)hS zoA@wYXWzdYn<3p&oL5oVP_%Cpryd-DXip9u?8cv{7_sD54@*l-O77(Lv#AYYJfkr;CJvv}zyu;pj9$^jR z>GvNc-I<5qb=e#XQklhGxYsY(sNwXN=Luja8|?NRVK#lt9@!Uo*DG_dTYWqVn}f+b zJ+$Twzxebs#q%Sz4PRdgdh@xH~^p#BSjE4!Z^FHU~$~6L9n2u~TLIVKA zv;4v*1_8o<4@a26JuYwTFGfUX2z$GnFD+kHuibZnPnp@N~@gVZaaUb1v&9vwgBdsPx&&Fc$Gf< zS1}hG-CQ{C0g}B?7WY+lr5jej`qnf0mOc zn0d`2-g^)Osb?3iR*t6_k*0uTENASZVQv&zqmFKKXze8A#1h^fe@2rG#4~`8c$hc6 z8tHp$VLIhp3Kp$Gh!>_9YX;%90nDX?q0Gn7jf!asyHuqg>*#vJdVpI3yo{dW|3VkGow~0VLfA6PILaC24LfgL;Br~AwQYV3%w5< zh!YZVo*o&-QbM`?KfLly#R`@(#^nV>KAP|qulcCd%0HOL9A3rBC`NJ=@S_QDb32#V z!G89Wn~NM`97BCCz>CT425tM@gz>Yx1YOs~PFiq;zVxRs0OyHgKj%5ZaW0VqKT`OD z>R3s^=Ec=uaV(iW1MerqVabvs-Bo>cvXRUiKpQvC=)uEm<1QaR*HPdXhGXF#I?<7o9G3<73@hm4hFQpu-VA52U46J4S4KYO6;cSNBxBgl z1vVMJSt~ZeD8g=Rz(jKM9s&;WH?c;!l^}8u;qiEzgYucq3%#Ej4l{5#sVS1#aE2xP zPEV5=!xc2g$~>P6@F{-eYv3Ypv3Q`(B!U-V1 zlll5GiNq7jCCcFEweWLSvChc~Et?BEJ$#MDP5*Z|O_|0UK3jTxN`JfW6;A|JsYfCq zl%gV`1aSs`7VsWWg}>-QZ4YvUT^8VzSPgC_SJ8rq46{Pq#X+DJ5nP}q9i6I;6@YK3 z$3en5Pctr4iZbNn0;fsh3`aP}c@8A^q*{H^RVto`MyM^ZgKdNzzlT7B3bVO|q(3qbY&R}-8qXlyy%IADnJ6stYlI;q&|_1;2;4^rVZ9~Gor4Lj5tmd@m%0Ar@257N7=wB{0RsA zi6D%egb_#>frJpuY#zzfE_n{p1ftvqMw#erq(xyCyHw9UZJ!SES%mvyAcENh&>V81b&c;I0S@oJOQX96E_fd%Pua)r^~h3f4%Y zd!-|eU(NE0^WmpudDLb#0&c$$6Wq*w+dkf{?&yBlDt_RntWn-ejlEzTA~ zR%AqF!*i6*gwPsmb~E3ch$Sr#=51KBXW(pHI|Fa!&Fpq?8>_C_#2YkoAG<$#l zPkgImPWHX)avc7D2PdeCrMfm|w}eLsDI=xSQ3?# z-3}hX&%x-G2e9b6eI%~7fZ<6B0@#aQ7 zm|g#)HG^&jwBXLtP>%KapWAo~7)_{)D$2vh#tR-~s{HP<&ow1BdvX9bBOt?d=!@ z_p_N4E^w6J*hUJ?jf%bdIYT)%vzqgqB$^yNLo4&Fg*-yM(fk8A!Xj*RWF8g-L{gia zM6;899O6^sZt-+u1;22Su~^wfee!X+l}H6F>r+xIiwddy!W=8$LsRwby?Kxz#b9U#=)pdyMURdP$OW zR8OdYnrWI+^rA5Sf`#fU#XR$A^Or(uqYnDh*grzKRmeD_ra}~;U+nJpo?4mP@2Zld z$@16tx}sRERT=pSq1>vgw%TSK_p8u%`b8G~CTWV$x5h7R)mZ^5sRrtz)@rSA`I&FC zMS(&^^nzw9R{ND-=yQFhXh{zW<6R#YLVGnq#f-PHs+4+pvF&X_J(Ugbp`1D@TYwFu z$fCK%_8p_D9nL+iEwZSWQglHxP0@ZwRn$t2bx}4a z_iLu{=JsgaE2*|#u=_nub<{zL4(AM4J|#+eN|8#@1feoIFG+e#6@>Zx(gl@KBjdfQ zs+bm-zjReOy{QojP#K+43n8nfDOQ1cMrf^qRY|{TyB2ApUUnFAvIY2N6yR(X+CUuQ zHeip?4&>MkjNjDAq*J8{{SeGR*NA&IVpsdZFJz6@p}w+6H7@#fdniL3F!$e zvg53_k`vg#J$%Il?xPkEL|#e};BcQUG{c|MwBaz}jPCL8cY09vcDJ(t(i^`7YI*tkKZ{>I5CDO<|KewL=s6ok_aK(A#XUCP-Acy#S1K<4tG+EU}V%B zZa_DF!bS*#uFF2ITG^U08v%-?L{A_Yk% zkV91QdO0u~%ohq5WjY75?@#vaL8GFe^5&U?@r6TkHUtpv#d;@J~m?6z(tPHg0g9jAI&y5%knxA;ES9knE>J` zn?{8Ln8z3v05;}vglg1uv3mU%JcA8C`Y?b9Y(#N^eB?DAz-G=|3ur?!HlE~72UT?i zgQ(8yX+Cul)@$y6i8GWUieK5l6=DftlnegfVDj6QFN-E8(36TRU=Qn!0x=1MlAO*A zEaNys*xmd4&o zR3wU57~~)`IY}*g8_yN|XvuSo=Ac=o{pV{0cn7O*#0q^z)m2hf)2g~v=d?qTv`zgD ztLAJ4NlI21G6+hu-$*J ztF5GGHAXY^nK}xs(0N&mce;u(s%4nN;$+n-{h+Fnq+f*4SfL|^0js$x=%iCaU5L;h z#x=_5EmhY?cE1K_ni{9`#J)0OomG&YHvd~G^oAO!m>ySySC4b=;JPg_(6C2htPlmtqLrGb2&0ppRYg@)Ze5m?AgkV%bXp@c zNaO9AsFCq`-&Zq92NbSg_1Dk(R_HffmL&7TTu*=ps+cZHk|roX$0beB2}#mcp(lk- zYQO%}Y<;5PrjsTW$AuP48m<<0R_zt)rAL*bv)Zq}wA*eVX{A?{VE*@ko{}_F1%xW8 zyXGiGv9f5f!#z6tfa}Hp03ZNKL_t(*ps{scR!!4Vp)-knpvyX>*M!2=K<6b5QIHO*n!d0TV5=r7pMF)cPHK~u>sKwz1S|9yp*6-gFR4O` zRFHN`+9In)3DXjORA`i>NwVsqq!i^=Qx#KLeWep=EdAj^R;`vKbyNpQz4fq8XqFbq zs$nW-_S>ryL2mO3n}xn}=ok65N77=o6zZd;s-xUGE-67t=21=5NYWyq<#y-3Efi;L zCkV}O@F|4roH6{bmQ9jP;d6r=olM^dt?sknx#yR2%frRI>7`se5& z-6iz9q|wH#C`ln&u6}lBpa`uue(NTL0#shr)ktTJkDQ|OW~(MCKx-ZD(ZKxt@#>`` zk}fRHV>E`J2M^pk9>K^mV5wP_IhbE_6WB0imB1sb`#Avzof7t8(ivN!`>!vGO;C z@_hxUrMfyCKUmf6ggHRR>~yO@jWma8KYcIhdtpot|G4b}^o=B&>Nz+A#|W+0BK@dO zG+u$4tQ4Kq--?qIqYw?3B+WC1|AP*$K#$!>mkhSW?}%YLd1yrr#&I`|n9O84U?GW0 zb6998PP?YiW=x}ZX{-gjc?P62EpgI-E#}OhZP7tTbNqOV9 zzT_i;cw$N5F7g`LEmpHV!JmzGc4~kn=CyMehK{Sn&jQHHcwVC@@#G^i&5FMei&%+; z2yVv;?BE-6FpkG23=MhEv<(Lm zXxcce6yZEj6e}kw%_@pepP7th5*2xwE_TexD(VbNkFPYT28T zyv=Kz1cvb{xp{^uyhs3F0Y7p-JAi689*H&G2r+1(kBvPCgdSBVeW#MTppsgxUt}@H z^aI8i(%KwnYYDYUbIl1xWKm~rmsHmn-@8gWDXTfkPf>04P=tbntol%;^ttiNV?yBy zP&bFG?p2tn_%zk0dRHOpsjn5QSTkyBrOPw0l&JTGDrvL1Cs`*HZ;Y{BGMtU}It|yz zhAV*_$*L%XhDmB>>RJiPt?_DLXDujWtj`;1h@|%FCaJSp=qrs&vvM!1fs&4?oLZ_>s7Ng;n4@Sa{17r`uM))32P=Q@EFbYB(4PX_OFcIRvjAS9 z2Vr*hNI!Fy3u9`A=iZ*}O7|FkJjyGKOhf@Qz}@^K%f*}`#ie>l*?^e~qNCfl7=frojA+o-{G?qvX%spXAW=&{CX zA-6HRN`I(~)(fQ=7SF!svC%5443zF9l+;FZdzC7f+b4wr z^qXlD$F!x^*EA<1&^bG6VlC6yaaQ#-MA#XLT%Cclku@{0G*0;pV`C4~CjEx0C`HSJ z4oi}rQ8nY3Z9ZqiC>gVKo537SYXCf47LX}s#|an;dtYN!L&l}M{56~C5Xm~s!FFn`{gqvlzY%J$tYIBrmhpMRd zNp?Y;GPmzwFYAr%xiqjV)0|?r(zsyE<#Al#lDTfnLlvWp_ii?tv;=v{K{Nr`L1woQ zE>OZ)>qat>UBDs6(H$!dsK!8Inao%|Hjb%GBtP*OMS&x1WjlYfmt8DmuW`L%X5W30 zx>!l12XmRqB}Oxfi3Cxbl}w-;ukaf^3A5AfdJ#!&#<7VfxPwNtV-%NxU9_ezk$``i zN)SmTbBAf6sLM37-#UiElw>c#RHp@XC`u@wP>IjzK@%X7{si)XH)i1H3@czO!^N;u z!8)zqWmTM{3kuXzN>GG`>x2?iMUy1WS8hccM)>@iZaP!`nSoz)@OCxVXbsaR8l$(> zT1B))QjAJzz3Q9u_GN|ZB~8*xYAsY-^_1UO*PgYr9^S14NqyB<+f+%PX^sY{s(w+J zUe+6WLIw1$X~@r>fp69scz|iUwW+fLRa?1L#?Y>o8TOO6?2cbAG|}h*_ICa!O-phW zJ5Td0Nj42Nju~R?@2|>=GOqAOnkOBh0HGrKQ_@L=sE``Us@DuV$5>T!I6ltwu1nG! zVdn=3(_}jhbFiLMZIx0Jy{z|jCXFTFZ|`Iyb<%7jK%k^%=nECsXh}Pj&oG@Y)+tFJ z$RZS?X1XjXQTM8$=4*=@X@Vx%x#m;xlY^pjSRrPUm(@wNkyRaZx1N#ojbhB>UNerU zVVJdQ>q+%7p6;rO5}~IwQQD<|(c~0)KK-0|d4k=c-yP06|=#C}AY>9rL-DXC0zZue!7XfTLK* zcTIFGz)Ct3!!pC%6$NGh;%1IhgwllCxpu;6#t&JTFcD2O=QvLgB8gC<$z!+Bh-WJo z2qXZArCOR$O6M4jji(*Tta*-K2{iJS5?IMTPLW7BmuTp)7`hrxc!3Ib3!dvkSm~J# zrA{IiCtb`+m+5`A(T7}YA%cpe zu$8_n=1qh2X8>R!=R|bX8WMP>_O!T4=qwUfQkzQ{7Ba4RzCOS&a4JLH%s}GE=CP8Y#kIg@{mp z#Y^g`Axf5%qBcS$bwtu{3f5DyYK5w+fnHH%{jJN2*W*ILYOX@^Q-r!}h=TQ%{?=iQ zk)K0Mx92K!Hau0Kvl%&zP|Wf|-ziSg0aaF@tg@=R-c>Clz+jmg=qbISL`i?@lB7h< zSE3$NV_i1PEdJ`KueC;TI;IGr;(AzRR6b3JN1V`7Nr|ec_av=VfL+?cYbq{ji%O+g&s1l@|c1Qw~Dl0ep(}Gnh{+1tZEv+95HMMHHCU;qP~}(I%t$8sgT<0ii!*M zHjF`I6rz5Tp41ykRx?%9VI^v;5fpkr=s`QXgfvF=&Fwd2F@jmM1vp!PvrvGgokClT z?azc6cpk5MvS^E}YAHXVp_0m|jS@6X!8)Z8LQz7Ew9u}bj})4!BuOcDDGaGNA#_O6 ze3dhN)k9R%^df$y0Hr8d`Sh7-da~O4@#0Q%91AVe~8-JX)fXBb7l*0 zRtRvmv()q{W3Jo(2B04Mfiw6~n)m3)RAP9Icj>`E9%C@yF@%B?17d-8G{Hs!0a!_3 z6#b0YT&oj)OF!}h!x(0)T)Q!ltp??JUL!ZSBsQjCWdoxb!;{ot2o~BCNk{Wab4g+X zg~(537VsonjlAE~Xtw|$ui>@)lD7jp)^UUlbm9ojsm23oCroR#MG0FuueCG$w&f8~`e$Aqt9S2rD>7Q5w;eyNtl7v-lHEFjoG= z#(h|TBtGX^7ilumA$C8(Bo=tFqS38@cr1)1lDlb5Q(gnAVF7;PcM>UJkg|l+j+H=n zz)B7vnE-MCMJUQ+jG--X7cUaa4mL2JHuO%DxpIQLfH?fj8UH9LCW~{lLE#d^BYX%H zGva@%(S!VU;tRhM!3B=9g{2JS5?1n=To3Dv$lGN6$C_l5F+koSg zWe#Ed%3Su5kK@1@Blax{n89Aonb|()?5KX`anY@4^J_7k$|l|X5&D}kPO>970(gKQ zuQ~SzYEqn!VO1NoL0xyZdNqZ4(>O=*e~N*#7l zmpb$!0Z8Bl^E-Ml1Kaq5w>SgzVI(r>UjA`m%qNs!@{pStl4xR*p@>z?Wdmm^KqYF? zk~~E5H4oYG5v^tu_fzq@j;ZsE9Xi(ojA!9BUTF@ghAP7`~2B3Mhv7 zo9c!bw4|u{?xBDr9wioBx}~}ySqMqf82Mc z^SLOcn&$iSy8oQd`JB%==brO^y_eVP`Fy_EgX>vHb;fZVu$2MyWFO!wAe(Q=q$u>& zZ}KLO@FbNWl9l;}%6!fY>QY3KD;W!{4%EhVK#Oo>J{iCqT1W5mZ2lP&kpDSWpQS7a zaQ{Wz%GE65Pry9tF@@@E4K1vIcX*jbtYIyC(2f0>LU+1w4jY+4XWrr=rc<5**04VV zIDy-#%*UL~9XuRJdUL5Ajaym#i54V*ah%F*U@jYI%qGeL^FymWn3{~Fh||dpYHl+* zhx-`HQ*>ZCMGWL5>W8!L!+WgY6%HbsCpeu-TpG=*rt>sS0O-MEtl?G8;Ue~76Ems7 zEgZ!~oWw(6*7pyP<`)QJy%Gz}=sQ+4Uwz#STRFrUQ6%|TPxW4_y2eXQ`nivoN;^s0Olp_uj&{Ru`pS#IYCZH^)vBxA2#7F zF7Oh|`<1E>*;t)wy0@6;TJJQ|SA53uF*$}JD_Pb`(VjcZG|w)cq83ZV40C`jENjv< zYn${jHP>rQ*kwByrk@tX`cfhY;SBK|ljf^iZ0^ZkW}N_p?Po6=nXs8BdZ=lB>a-9H z)I4kWsA(QyZ+qF#nZ9e&aLyH8Vlp773Vqdg94yZB;RxLOr3rKW#B{N(8BTDqgy;9X z30M1!<)Sp+*`BYyZgmTtY|{3TG(eWKeAznDfA)|`zm7gN^P2#eyxF!+v32YjtTx>_ z>ZfMA%GD-zGL^fXDD-mEd@?ja9OgL^V38k-UwED6o$EZOI>|3eC_glfsXNTEjt86W zP#-kYt`@q$vi5YQ!#&qW++-zltP~Kg?^`oPKcky{)mdiS%8HhAhO;78$65!Q^bxCy zExq00wlduhcG-akdVY#KR|#7$2PKYTg!XLHywr4GR@YnA`a!7)uXmxF{lrHcWTD51 zt-RQ_F-@oMpHnf4_esk;!S`*Fl1n|w0U=U7H);q8-&aS4rd@0kQ^Z@Qn{bSU-f51Q z9^RqeYDZO{GRHKNHt1@si%l{t9qB+JR%Ym>g<8eiZI7_TgMp@Ye{vi4Pw{5 z({eFx+9zhZ*(ajP7+;IatZOf)JIZSI@--_5;O0tkhRwY?9J|qUM_J5+o8-q<^Fwil zT42&Sz8ynJ7uh%#p+DGJwzZ9Qtl>mw*~(?+saw>iB6icEKIlr5JNaC<6NP?%C@&$il z3e|yH%;)PEEblW8qmaJ*g;8wg9R9{*K;3|)I+ej};jiq;6Jd39JYD!WnjZZ;TbiPG zStgnm9mAu{VKXOlIceO@adc#Vjt2JNiJ&-Hii%tnsZUnquiQyvKI9YXaLYCVxyOcy za}Ordk|fu2aqQazNCzr%XC!BO8msvOP@U5#jMhAV;Nh6O>VC}Pk3etE;A8fQ7^t0t z9?3uG$Q1VC&m@6QQ+THtJWl~-qOi#Ud;kmxS8Bx@WYQ*vtQ*d)oJJi!`AK@tJI2N( zLb0}ud`evWI(m{r7P(Z3%DP?1LChn;VhZ?-s~AHju!XH;k_1YzCSr;w zXwHUM9AX`HD9x5=CBK>^cd!TdkysZ^yV zt?9@eJV+W=b9IlM>(7Ldnejv@II zV5KD-cmjt5DxW!e4lX zD|Zo)8Al$s=b&i&RG@(JyhZ_Mb8ak*)PWAbVbtO^K4b%X@hAQq&U5_^uQVWf^taNV z>=G~QTmUlZ9eYKW15i6fF?eszjD0E?qaS@zVk1A_vXF}?)QrEHd&jtz&O(7WIK|d7sOf#}+;yjoW!PoVy+C_%{zk-Fkv{^yDRO z;VLd?K55)SA=#{BDrLwf!L9s-v)P}mq*IV0L9{UzBi_g!oXd1BAPJOVFP`FSO3{LH zOk)-!fecP&EXfjN#h>KBt7BTs#hl%2E~g<+&>mP!Auxvd)ZoZSMdo((_Uop1x-WK$>wxM1AQ3|q;o7|`6FeS z79C%eBl%_*8`4cB8f2oxW4daGzpMqc{Fz14|2y@H8|~7FIq(;~mkcs_n*%tDdQ4y{ z>!T()o+DXGOAh7=PGBu{SQ{0;NvDX7BpAZ!bmwm&@_aRar4eaBMoQ%WiO?;6*T(Ar zt0-hNmD!8>e9HG)RC@sV(KtGh#_Y%Az-L^_Oq#KktH~irb>`EOQb0rca~dD9CtEND zwLT_RjU%0WE@xjJ=QLm|dvR#g)h^?G_NRb!zM&E8fWn|K{Mpkko4LO!S@iqli<~0f^05Un3NnA|8(-;T>+_8S*)eyE&UVoWw`bd}0V`wBij;Wj(z)g3e?Dr$+*Yd9ki>1T$h~U10+? zfc5m_d;o6bQ_`Y=YiZ=h058!kY&GL{n({ffZ~>VVF@c_R4-1P+7|Io_XE`gQN&Z&u zWNJ)6XCvQo0FQGb`_Yc{Sf%ELY-EpczgvMt6fuoW%x6ARn97Ww;=l)RDmMq(-W*!; zXEp+dastN!OV~hti2A{}Edr)c6y+O7@=xvswy=h3>`6mDCZEl~8fsC2Q9Q{a^0||1 z8N(l$$~q2bEgw@E$Yx{gDwD`0kCQ0Rzi3AP&}&tTzyw$FHAn6Ch5t#*B`<39rPx4C za#=`yp5!Q+@G2|G=0Ogjkb%4!W=XH`Pwu5Mb$|=_mTt_TFn~@7)9>^!;lGn>8Ie-s zV=?;zvw}Wb@l-uOn(V$x6RI+agMb-4%ax3xJT;lfwRB+`Eyx0rlw)qBGE;`9X^#AX zvb@RyMlzI1?7^e4MPriHKzC+yEaRxaLXM*uxqQSsKyEaQWUzo_0D7eJ*N~9hX$Nja zF8#TYOxE%!xA1CMEnP)pAfNRNr93$-WgaVNME@uhu#t>d6&ZP+#{no!UYOuqK|@Xs znZ;7H46DqI9Lg(PNIrJ}O*n(Qfl6faR>)nh;Vy3GV&r^Eb0#_T2EGoVp!uB22Ruhb zwvzY_NsPPgm$9^%<7KjnGIZu%PULFd07|hOXvb6Z=Pzt#1rPHwuQ7yEcr47CuHi#E zb3bquRYsrY!HnoX)wu?lqUozp_kx+TMRo&l%W5q^B z#w5*)IV|5%1J;>zq&i4!W*?8Xx_RCgW!7%+SPN_>KIRg$t!K7doG4!6Y&Up`tz&7G z8%;V!t?5vU9APC}1iAEUVaCG}#zt$JV}?igzN#NZx){@J>wDG|(`;@N>w2DLO}C;0V@es{*))$OMKkB zOnS6!E$4&|Oec?A*76Bo zFgPG}zF(`o$4pkTf&#kn_muBuaU)Mr1Y|O8rzLH_;R_n32;I+RC`DvYj|wE2PX*fT zv^c^~wH*=qjRJ-n8Oezx_=YVZX_#txWCk?Y_Mh=qvcgoj4GGTWm}o6a$`m>)CE`&m zS}~7jsmhVzn@!x#RBrs8iv{n1(EsynatWQFAG4*N8N}h6h6+E^Lcer>D5$2Z9qZfM zEz_k>i7jIi+Ipfrc4-8D)r)o@&c4DsEH9Rggm&Y$&MFaUzbJ(~IMwlf=mVY_%9Q|} zKw`gSx*-O{=n%uSWttsC0jHVc3>WyE6{Bx+O2~~qX<3tY@*xKWpv_uO^muPbsfko_ z{2OAXh=;})y!VzU7?X6Yg^uzSS2{l?2KZ}hV*S!qu$vG3Ti7b!@znsd{OR^hOk-E? zHyKUZf1U$hX~h(P;i|Az3?JR!dn{`wb(k%j;Dr&0aFqC#x!z-YGfc+h)EY&O(bl^> z#)gsN=Ch`GnjibFILHmomjI_6FMj4FVrSoXwj14CqFY&H(v|^esm<)*S`V_Uoy<0; z#4~uptG&&GebKkY%bo5Jo0t`$yb4`xzRR5E3ucQCSYXe9y~4Vo-r@hA1MepE|IgWr z+Z`Q$Gc-4s001BWNklX)Wr3UBU(E3%i_~|+I&QrQN2%+BN{7BHF0{R^e*k5?CF*Ft5uflZ z)19WSu$A3o$Bh)TZRJVk*f)wIER7^tzqgeh6+nycid}8#%|2!|PuT6iyB+xVWIJ}? zLd*GR*gn||PZiVr*0JKu=%_X7ZI<;ZkucVNC{DDR%~ECr-`m+%S8q4lW34J)7#rum z5+{bBU$OSqo8lr5^fFhw$<;psYd^!fj*F>u^s`#*KRPG??YG!O%m~+gJR0qd5WXGE z3A2Mvqhf73(O+ z0i4DRDpD3GMJ9jVK@w{vEh*p*ZsB}#d7gi8G>1g^@dSGV1;AU3Vm%{CuqOo!WFSe3 zcyv3Jf4;MsJjzqNOs$BkTbsqK2songj1H9wvS`H=3OS7eW-^KXDT$R8^x%DZhw4`2 zI3Y?0HU}2&5^n4FYcidc{Pm|0_qJ=x$lgxaZxeG_%UTxm8KY?(QmWgtH>eoHwEuM5 z?Z8n)I1wVBL-{i&lAsZ1b1w(dm<&GSA7oRD>-iH?IGjZ^<#FnAJ$E3G&j3!NIvZF{ z9ePA$f?_a1bH3yox&fs)k+*mta^MY=p&G@s`5Q>mh$MSch9w-!VU(p5opyM~`CLph zy74r1qSv^VM1)YANTn!>Isqu+37{S0O3*7F<9*;RMsOkBm=VLY}&vZ(@8rkdr9Ocy8ty_NFqA@pq0yAcGT`&#RPW z2E%!ruVUc&rBvrz64AI;H}=9-(wGFWh%{zXiL%_o13;3_oc4qFyOqm%mru!{RCMMd zUf}QuM7S#2Kb}c+<5LE47UNR1rvZ9Wn+A;LF)pV+MX}V&WPS^@_Ij@7GWOv?&IvI7 zrrgBgY~VEt*uWQzVkS_JsWJHMaQ?tutYsl{0*xk(er)0jhQ(C6GFd`-uH#yYfI3uV z5%VbGbS5!~eRzXm%;(sYr08%4FpDhO@ha(TiOLCVq#@H{U?mvH08Zg8I`Mu9CGq97 zU?6p<${e2NRbB-$Ie@*k;qs;Jq9DQ!9QbpdWi6$s!|_z2h$O3+#!M#j1sBnEC&1Q4 z+{1BHMW!-?JlgJ%hFEN`@e&XKC z_#>h!o9M*|-lr*0g%R9JIpBFdVr*=>zk~wPS;v{2MNJmcnFBbI?tGS_X|gw6fcl)x zV0r=50{*v%M`#++Du2zz%U$fp@eJZxnoxyY?&e5lFg%nMEl)T4(vEI9u13EA+VE(d!(e#M5@IiFvF{aamOBk9mitj~R+C>ibIi<*=3ZU*{o5B6lMi|0i6lmg!h2$*7|)k|uj{Y-k1%bes0hk1v6ywm{> zj1nt9FNk$>q>=C+Yq>^UV1_R^TD;2w^#*IZ)rZWq&|`ua`&#RZNjIo7q8xDfC@);B z0{x`ln)EgcE%aKe#?V1`1Zw>aQ8BK&t!$oM-QOpD-O;|_gZ8yeimJy}yP6*5z{iWn z`=w8qj7cgKhr{l2j>p>A4PF^auun6?V`6tu6bpKtWLXb3-AQVJ15E~u+pinMS}sm- zb&#_yPA^vTI`1&)JXc0xyw}8>P%&w%HGMJcZxW;!&WqmQxwZ+?1UOGU-!oFKI7(c! z-FsYYrq@O(xJ-wMbs}U{>lAT@g%V2Iz9&ADa-Oc98@2O{7+PVm$w+LW*t&V?FCB$m zVur_tNaS)0{lMGpY=0M;?+UX_*vm(Kz%#@?7I=n;_p4u<<;78qwY>M*+y*}9bSF6? z)H?jGv2+vD#j?KZkSL;Ct z@q1Wbah&*JYlc0KS(y0Oba*)S2z!Q3uzA>XyX8a196wXNi5&YSwvTcN`BwCN zG3k|IPZ#fr9s7*s53P1?h= zWAKc&UKWjB8Ih!l_V6G#TFKkhOHKH-i(G8|pcu7or*Ne^cHj#<+=VW6g^Rr1bUXQY z)D?~L6ubLOEd7(8GSU^7mVDhb+j*;1Jv!z49-%(nSO<7rEK98VsE4V#Il?rrcea}E zmk#r8pL5JMW5ov-+Ir7P;E-;m9i9^=mlrxeoRtXSpQodm+;4Y3J_f zVY=(AXGR!}^>nfJb}ziz%&505vW26l@tsP$5 z=^p=!|9HI3f1<+GFXzDd zCVbOE%f||Fo^1~=vZ;6ah{FP9V2(J$S(derS~V(I+cnI+u8ACYTyUp66OL0yivxYg zp)vB!2ABAjkJ!|j(RIHzGxiL=7H_h?+S`NNs_vgs+P1bA_?{m-!*5+CQNdHyQ*G_S zfEDcSwa#;Km`P3)7kHKUy1GVE;K08~9=Hdac#S962$W?27n7hmMHG?&EaE|WvjRxt zDfZ$^hKDHZ%`BuQC-M#F@i!V!8B)UT-^0+~r9vc4nxGyZaXYt@PB;3}gch;9+MlV! z{&Zz3dsB%;d_ZSP1L>T^%OUgm{4WwpIf6Enrwm*91Ai$|>u+bR!B1AJDD$)Oko*3E zA*2l2?xM2uu39=7nx%!z zdM;8Xux&3Wk)@qIJM2`&A*{QmdXtQu54ide|I=t!Egrinu#PRe zec*rE_GbdJAEUXN6RArN9;6{vOLWW&qO5dpx>6KnsOtvT*%%$a7sV11SwZnK59q|X zoIy{HrV|G+kH2#f%YgaZM6WPYtP0Ev=Xiz*97z^S*#flVS>7T$Huo7{B7=KaN+pTH zSY4Cl4B=>6QjUE&g4vwGda~)lP#$A=Of~Bl%L8A_LWYFxp)}$^U6InwR zS8yzc(3VePLL{pw12pGh&ZG*pxPoq6MP1;tz*8;Ve zjp~fyce?D=d+`_HqREGnG)$cGXy}+ z6x*Bcp*D1wgU#~!C@3&PT^A{Q{9HEDZu7qq#M0R=P&d2KyjWVNz=3x2L{GMxy*$$= zZ6D)Pe{WMm7-&-{pjzDi41upLv3uHx--$5hmLCjGZut$K z=nmOPQ_ZxAhe;%8($$+opnX#8f%Fh(xWN0oF;LYmu|xQFv!{k%PxBZNyT@XH_ghxX z^Z|?1xiO0QnwU(9E{WVS*S4OhuC=c@9_4LOdIUdG2gS-x?{?swvjP{n^fx2F|8KC7 z7W0>B%sxA<+53C8A|Bv6mI0Nx zjEhSIL-Ki_k0>CGTD00m0sQCLjwE$<+t0OnG}#drx&hCmeBM4HwjvL16HnZGJIAHP z>KuH(N~rJ?Z?|IXeDO5MY+x0S?ec13Q`AL0%L5EbVHADWjh)12RO5PjMh(7@#Y|%j z$M0lkR7er)e^iC~8%FXMTBo?x7PgYJoz7z+&#{`$DIIA(Q}}|?lp(<)Ceww+Y$T0z zzT`t@^E7vJ5uNDCX67)0qhbnX058yk%G4u|nXF?lr|Ll{VIy73sa&{AXSkc& zd5s3ZBzjQ96WqdAEZ{E@*!*)2CzmIf%PUl1DW5ZsHB6!qXhRn=fMv{QGHXb%H!Wxg zY~fAzXJ0^GU^GK0%^D8jamH~}2!qU_7D-;BdVtLraRjr;qa!a+nkBr;WF|0co zMc!@`1GtSnsLG9Wr4KEE;WX!HW|9%oD~;KU!&AD`?rfwlC-PY6bpE}a4x~0;kp#AI z8NDe>I$eORtc(hwem|D)pv?4c`z`GMh9bw-T}EPEAZ9tvOORgPI8C|Z&U9PYkRIwI?|5jq^wy-iI=-d9cM>zklMz9j&{1*$rD{~k%e}(k;8n{ z7X$KZREQkx$R4&<4ECC^wpXb7Vjx{Cu%88Lfwx-M$9F4o>{jI1HQRMT_f6DgPukFd z@r>eZ#xjI+=*2Ot;vkkWn9bZxX|_2+GPL49CFEXPGMTxdH1;cW=3c7vI3I8! z(4I;h%Rc~^#Z@7t0j2pn6F80K5lCe=IW(pzqqv)YF`pxNEl?a6GB$;1z8>g91>gW) z~%#Mj^XhShuPrj;0SUZWjhqfi>Y?7jhp7dWPKm zyuhigPeVp?1%XDNh0k{v0a>S8P>S9JaooJw+VI@c~~1HLAYEnLpkwBR`IO!VQ!LrYp#lJY6N#TVz z?V<&#^C%JU(C$53}$W z>W))gbtUIenQB}Z+n>*3J|>rqTtgii^A8?RfkPG_v%182`|~HRqKMTL0Yxm2z?U$e z>o|u;qe@35Eth{Vh0_=hz?V^XUc{|z;cM=s6P4MUOZj?Nf>^6Kk1|wX52{lSDEv{d z`$hbfe*lX(WxLVaAD_Nv#PG+t|CI_yo5RRf7ea%s5H-}Y6w#Ny;qwU$v#fBUEP!ed)^(PLGcGBXgL~b9_t%p5ahx#W1kxB$-aT;NDC4f-iWLG-?1#*~;Dw zVk`SIW1D&fP3S}ya)8zx$O-HR6o%)wnXLhCxQ01=NL4cUL+CV;T)+iD0UvV_hwyHR z^62YGFo{Pg;y_O4wn*4+T>uj!{Bov2u4Wb24SPlA3(RCSGM4bNH4I z$Om5I2G(&Yn_0*e^y67t#S~%w&C7hkaXd&3pn%hPk5hP>eYltAtmbtJNuvpsX-ylB zXD#v&Y4qIge|kU5S{7?|9(B`qa4r9cGS4B7>N^oQI z%=C8kz<@jZ-o{zZ)5Ti8WTBankb9vGyw|$+vA+WxXQ3x}P4ug?Ji}`P8@E`Qd7Set zw8+L@XA^Jo3!9ttmhBJ~3molr4sd|kR&$lwHW2Z@l7M`h_=EDW8*OZj5@&wNw(3&f za-Hv(76l1g1w!3rHVnbEB44(u59~q^>rFA?p}yiAN82mZn#l8QN4U;6-0aC>j_o|$ z<{o6yEOm(3%u_wu4wf@1CVVp%+Iv1a|080Ts3kldWa|%gfP;O;yQ~s1dGkEZ=AIP2 zd2Q=)=36#!cJH;8^VB&mu!HGd;`5I7Ausn_uP|XZS6Jxs9Y_JMHOo80+ZgMsBGz}2 z`i1zW!zK7guKi8y1Qu)uNUW7Xh@==U_Kmp_fNhHxo9-D7u#rS%&$NMfuoF!9k~zNY z7_p_9(Jj1XIkA~z9p-J`?GQ)$l0|_HT*dxoJ49V=9a}owZ`2854fnUu+r=iK3BBQr zK!kt8BC7{ghHI>DR*cWv+iyMJqy*ucoryvp9dqCjW_qWU!;9@>^Ah~qvEl@atQ7ER z##}#BU2L9OXr@nv{Ufd7TC-xpI0K?mY@eI%C{Ktar-;Y=07UOb zakg5?cOq77akuzEAh>VeJ~k`pf_!hc$6Rf2Ohe)VFIGP^=_}^>oRgg6bo-m!i9EoL z9C&i*{=YlwER!zqI5ERp#Qpu&RS`C7t_dGdpO8qxpwK)KD}_O0gana=V!@%yqvu&@ z9lNI#>v=eZihq?|9d25{3{Dc?Rl9h$I^E1z)s3ztlr;L<=0|wo51SDNqC@TN8{#-? zdxZHGTF$|~AH6Tt-ZuJC*7pt^_#26hcyp~}!c*+)HNI&@zXizHpjt!Vnc_i z?R-qt6K(G@v5KqI!Pa+zqfPpRt1NVZ)lK*6?bKD;u>&6zYg~_*<6`%>rSJHfN#9g2 zv!65FsxGmnhgn=rVQ7i7yf3j*F@0=rp*q)!4za+Tn9|8)@jp)SNy~e_g|_uxb+KRj z?^p`wN)NKD7ly|7h}bjbwGOgtcBOGs@ zU)#^5XS>lNuZV$I&-31B`!+)+ZDKPsJlsNyD^iS#{*zRy{biAK()aVLdEx$EHQn)U zv6dI9dWFp`Qu}y>+BK#2)(Kvpa-MFUWua3X>Ki)%ryd-%yYy=7`iVH->EXX?WIw-< z7}$86xZvlH!111-m5XiWK_;CRjSYpiiYXYK?QLFZGZ(Afeco)>s)ZisS!#2exmn%h zGUu7*FsC><^m;dj#yQL;ZZSJ5khaLQASE-zwide1P9~gWQ$GoNae)NEoe^eQXrbl8 zn18vob|6}|V+TGt*0}CB=?oWmvKbOy)N|Gplh!rOCN5UDnDpfmXZgUa*jTr~EZcdZ z!oMpZTnzW8>EiaB%i|iG~ zq1;#lpWtypm@r||!EUjom?kE@$3nG0Vwzfw!zivs`dkTB+GIFK1albn&CaZuap4&-4ZLWRLL0P@`g6&@U_QC@Y)k!5;3( z-sA>fFvmhyI?>n7vsirb-#*}_HnD7IKSNBqz_n%vk-(ch+7%J8r`Wo9oP)j1TfE7I zYFEo!L#!!wa@=;7dDz)&Jl>9GiPM8#*9enN_hh>{T4H3439)(bPjuj1@n&Cen2$Tk zoUr~YvaN%}6>hcAyX_bQd|%`(<_GP*u4YF))tgpP&$otehnHMvW{Td{;Xz()l4*{y zTr|2o7&H|1j4rW7?ZT0yOi zmG{bZg7&|zji(MVgzup(@?^{uyKSx66s9GmB2b<=dzU&gWSh(HFx4TMa z7%fpf%I_w%9b=us4c3ju=4A9NJ{2=9Zynosw|c#;)NW?^xho|S9n{Uf>YYC504sT# zpGI@QT4CB>KYYF*ny+m!!-0-48QRbQ&-WvV1g2Dv4fDxrHuh6>j$OUNk1g^O4-Zm4 zal724RXxlrywXd=xk37{$Wv|T$+mO2G zjZ-*7eFE7~wY5Y-nXlPc-R$M2TP1{GYQ%cm%_hClXME0k#q(n7Rwsu*mbQr$i-t%P zP8wyp)5Yml_c}ikbJfGb81i5!LVoo&tCC-vja2k2>q`B4c8v$c8qC^X<=JfCf!`<* zVmn__w5Ns!#mcv?I0UP zM|^9Is8ZJtJMeb%z;)=y0yeUh?i>&W)$6f}vh<@SYj`Ck?U0ONgSJAD5P?rP2q?|X zEaeWKrZ>4PiXFRxB5tHR-8c^z7t3j-NA&@6qT(Jkfh6Ao#p2@?fC~JFYZytA0$}f; z4ssR?_=164%l*G`GAi+t_*K6rki#hMj-^k^{ifHh7$eFr={cpWs*w~6?uudbS7)NsmO^O&Q|u|3QnL|bj^lja~m)533Yfnn^ zihu%Mq%}=A`R9`v_9Z7EZ#Gdm+B=sy6i}a6`3ooUUaYCEj|p?tB%2Z3%HC|`@rbCn z7d@!S-?$;AbjNIJ^9pHfAdO?G%?DAi+!Q+MSEMr&=){+tjnd2~001BW zNkl8s zz*-*XNlql4>U>BGZjFEqurek@SA)ISgEQ#KW3-?d8`(l7)-jStI5zZ^-`O-;Ml`lM z{E5k2%&p|Gjv2f`6RI+w4s@m?hp~nSID=dsrV~$7i9;=5fA4umb zp5ql>BcJ;?A=VA;w%?mg<6EYY1B~Wca+t`m^y5+L0#iAY&U6Akg%a?HEUu%74P>&I zHH-l^lS8qzPRB@aZZz#Vn!}jRVBY4BtYj;vQkn!AtY;R}*&Og{`|%nV@*J0vMF#h< zFo-t6rQ`rD`G^-NTtYj>Z~)MV8+e;?RHlf1Y0nngGCy*Ld!oB)9#r6p+vazZ?e9^BZCTG3 ztf34QXc*=KO?Wo?ehC|+vb42J07SExO)U~BP7UwTn{&6p+WqLFZF`CwN7Er<*FMSV z{F6^9$BUGv5?_STZZP8_b%ih4FIK}XBW3-ul{;8Ta}Eh8+PSf6yAvrBjli$7juZHn z``Ab$x>JfTDI0pCu}o!OI+6htGKQv<2UbyoMU+qJ%lBmuHu5E#X&n01*XYIPk<7r4 zD{>V5Y4TvNY6XKGN6&&c8udjIS)S$V&SknWBZIo9(Q zOW2PV(R*6W`z)m_N2F8(Onpxq$cW7qfBfo+->_3EpaUEEAo7Y|$Li5!`+VTI_*bFB zJi+@z$bG@@DssANCzYReE(*QM`)y~s={9%JPpo|~(u2fgED>KEWxv7mylNXD=nUUd za~SEH~ zzMJ9*V6tR#4A8)D zd_l|!*r?aUxh6c{d+Z=K4Vs?CbDTJ!F3;+AGhuVfJHbcIaJG7f2}ir$M63#;b_!+6 z$~iv3Crge2n=I>Lb~oJ-YDE)HR-d(;uZvUM;7w-4@{i9&8QB%4yHS0~c5bz&bzSHv zyLe!%o>9*j31GJa|5gtCJLdzx!UrL@`)gZm3Mm4XGlHY2&569rJf_f}p3G!At2lvg z$l?$dQi(zqF@@$F!aFn|NgAU99WG9S`-t;^2Ea1bQI0C~iRhEnsZATs;~i#^%|X$x zOG7M!xRezKw#>SQcA%|6kDR z{NJ3&A=U?2*zMM`Y?xDD(O+U)3Pl=Wn#& z24DlrSx#Y8Dk~?J9bZp^ne5L#?7_e2%XK6v$10#bQ&~eZ;Njpl2@d5XT9L~h4C5S* zCktpmU8eGC5Wk5>Mu(Bf2%h0H=2Aq0j-12otfV}$DQd_EhS@*`zTq9}@i!i2en`t? z1H&VIj$Dd3gFmr12XhLa{H$zy;V!(hFL;T!S+yN!84)%6u{5D7r5U>2GmK$xo&#Vw z)!CCqJW656)Gp&2CNY`?z&ZvoWvB0J9ewE-scJ0ZSBV9fuXU8mEHLLsD&1~x4Lr)UD9*mz_5mk9C5i&PX>Tw0 z9>;|E`y_7-jPPRWW);huaWvi*J6cYM{3R#oSk7P^f=woQS{W4b-Jbd^wh&C~`R)L}(wyvpf{mdjVO)kY=Fy7sRXrOEPFKZg>QUaF$w+HFTT zAW5I8og}HHS?DM&k*A_nOKUXMECE_0AKlOG`JMoFnHeQX@ zK!piymvl;=`a!|+P=ciMYN5u)b2zBAx~#RTul8E58Vc1V1?YDjmqi;S#pzvPmiI*p zJ72oH0z6+Bz3Qc4q5b+vXslWb{h{qk~Q$cOgB;_%RDrc*fq&`XbKJHpCbbiPp zFZ5Yf(TBav;sGL=O>w*YZsCKK5MVrIfVEih2THSmPnkwZzM%%8oM*AoKo#~=+syr` z%usUSi4Ca1r$9ljvVnY5;so0qa(rVQlIaf8z|86mq6Ud|LWzlaxgFdar>J8#xXeQ= zI}L~0b#@ze*+w%tKL_DhNo;~$l65>rF3Pi%Z>hl)d8lk6pea1NS@yPXN+5OaVx8OAxFBsO*+ zU?) zH+7jqHNv?}F=80O6O2Se5sr-|)B^S}n_;QZ&}Q!)_*;{hEpvC^1X=Wl$_rWbj*+Hu zlNx829#fp^8;a!~`Dm2#*{!-4wZlo?)}xx~@b^C|WL!5!@9CHp=_gIq^kfY)7dns# zUNG%0>2JeA++ys&TMfR5n+YJdXxv(=n|#z-Kk5gSG|2M8)z@U`SfQqpb~;$_(`A)a z&)dCc(>l%5Q8Q0%yuLB__?`Mri)7PUb95q9TQ?M`iUy^gdpqz}p~Y&TE=tf=p;l^U zJj=^M6J=4D60}PG`b)Fb+B~n8=IBMUW?Z@?G)f+tDo;%`-n*`r2E&PuytPSIJ3f@E zTA_im15avH7e4#vt`rtSQQ15?;j z#?G5hFX$D0qQyF({u-;ZLg5;x={h4%E!Rv1Nb=EINuBhRnweyWccluwR%mjTsL)?3 zTya|OlE&ngDz;zO4VI9U5bI=-$XM7?NaG9BVwD#{9g{fP5|@xePR_by$L5uO#HUGx z4wXf7bxyweN=Jpz+vaC&)luk-`U`n$nMT@C6h5obYO5d2zYhtW(iovacI>AKI;OJ< zRg7LzYx&wagBls)BuN7_L}5aoYp7n-a!Kpts~|HCX0aXnTcVBoopJRU8mjuTs<~aU z{x|BZy$aHCMHy)~H%+u1k}f!S4eDyO_Ntt08mu{z{*u4GR6#|{V$xoW&>JZVa5g8^ zuSY(9r(YJ_X^;^@afMsm*sB7)+=wb?cErwga(*eGJqI~~Z?aZo0Nzf!O%}+IZavRV6tSx*yTrrHunWknq9!F6!YWGH)tg&Q+KG25 zN2FPQ8^Lb7Zj7y106-`6=+it%1-p@S3{=G!_qFmQPXg!piWdB0uu>o4VN+GF%vqxq zO)%Ri0i4IvEO5BNc1my@A1qwM3usF%2Gf)qM%5p{VY=PTabO=>v+0gE#JD@*MMbCL zo1I{x09SyXbf7!X(ym#J2MvKx>eG*3d5N>8%^$`RDs$8~hME+xb7BaFST_(IiV<5ytVH8OPmY7Y)zF4dc}z>QfLnOheOC z5s82s{ELkUDgd5*ij~sjqqgC>*v_A{0XFj);di3|LnFe|kh^jZcNtx3Mb7kHb$ zj4UzOOEbKQH~tF1gB8YK-}5kj*bJtPvphuu+8amNlH@WaVhR7ynMK56V=8a)38U!B zkNm~k{6i0JV6iKWzlM!t1apLqEafn9d|{-*?7_w%V~<~FUOj|aJZL&YZ}on@-z<-e zG`gEqOO{?!jQk{U!nk{Feqjg}M)DF9SwIIqAb?1oVu;~VyUUzd(m8pmTZY+>nN4bU z4{0rC=&XLmtEuu+h-Rv)jz~HqtAf1pLIhe)Jn}&MC&9S*30 zvt!~uo}?!EtiDk%4L4Fu_NlFgIFS82=MW9i03n&KvB(k7{?w60JndyP>tKH^b@7Jf6+)E1#sdX=AybcBxmW zc%<{Z)Tg`v3!drz770nN6`#z5ZB5m0d^=@=MVOh&6!UaCF)Nwg<=uEuE*sQ2`PwnB zV&|r6bces!UD2Dl4P_WZ54!+C#^4NVscJeJ?jfUbgbhr;ttsYdHa)+GyI6pI_=p~S z$km4CHKbb9`5086krd&rXr7gf@wh@Uc_^aGnC~V;7xc2{Cd=m&}KRY?ZO2U$SHqT7~j<)N}bx(lZ zgxJRcer0K@Sx*298I?k%YddDMJ5z%DzSQD9qB%(!@)1Bq&T)fC;_(0?*iR(_@xzxr zlp;4p@FI~0<{U-w2ciha$Biz5)r|kkQV)RgG&eu1WL6}5QjmgR7!<|$A1@H&v~Bf& z9dR6EAM==>j5_}oCNnzSt=;YkuuBB-5*G+c;lU@zE)J#8yk9vhHBA!StAqqHj$Gj8B1g$K=R5{PGg1u=HUm!&q>&p1?Po_MGXl!n22zLsFfiwRv z#P$k%S-@~AP?CrF-3{>t+@#X;aAS;Pc!I|n=!A0qB2Ab^EN$>6FBPareg-B}=Wj{@ z+~Abmr`P$^Ebvd9aThqx)ntpu9p8a(`2*9pIvwQ_L7e0O=P1k=2aW{~>ez8MWF&Hu zv`at&9^4?x)o?@PJ)YbAbKq;|j&-h!Yan5j3^-906o{79fN#4W4CMudG z`rd#yo~)uXgD6cDLA=ay78`T)Z+a1n4KFN&kl5eh4L&l?4r2%pa+R-%=K|L_g#asi zOrr``(2Y}RtGmn0df>|rh0$sM=cV4sh}Qbc>Y|D>?e)OxgccaDj|n@5$Wy8=Pt}yg zAX$snbIPY_x~$pSCh58&blypK-zW{xIZ5kOQb!c8vzn=CdPHS}UeIUqkarTc%I9TK zO%>Eo9alLO(j`q(F`-_XAcTsU^k%K}QWjP2CTO=NsgLrhpYco%B+-Q3GI{=sA49cwv0{xNIWnyRyw*;DFB`<#iTF(cnx>z$Qhz9q=IJ|mC_sbtijapc z>Rt8M8wORkBOhd9V~it0U#o#oIhB)--qtkzCU5Q6=dwC9J^4v}ByE#L#Z*Iu^omd& z&DKWcQ#T0WXdRAR2OY?cxRUos;+nCr)Ol-e)$V+a5$!;UeyLgDM39{P9eIa zfwCr{BOf8`iqhR}FWTrfmi&TxLJO0zTiDa)lM46dMuQR3rj{Besgv@_Vk}TnAx)4} zME}_Rs+Q`UghT+N$;@?O*R3K{=zu=7Bgajo&qtNb#yV@$G`lmM*xl-8>Omk?7{xY@ zaGkZ}!A2RLrjh+ITqV; z71h#obO8Mr#w3IN@nwFYV+wX*F%s$QUE_0}p(0@6Wu_u>@F8#V6x#uazyr8sM{8%{ zQ5HBfA1F#W!;*~xt`NpaRxpP#Kn{vJI6b8iJV4&upX@QwS%5*0g0c zmubKz9(UpjOBCW@;0X@%0r~M}4W$@Gb0Vom5f(c5lH*y){T!kre{ml+`tlW@Go4ZN zWiYStg=x)IAf8j15XVe(618W&5!M0^icuO5_VWfKfmuwZI4wBNMmBPt=YYZl155ag z59rD!ws6Fur$qWu!>yy5)0a|sQQin26`~uZ>F>sLx1|_2`HgQ0CWzB)2Zab{GdqYRf}Au5Jjh3TW>AiiSO@@u zO?ulqF2Ipy*V|j`b&>h`byE=J7ah0N1cEpKyHWmO>EFJv^AgXI?x(JL=(2{v_D~4^xL- zcC6B_v<>W7Ba>q?@B#q7cmlid;VRyYqdwp90#>YC1BZ0qP<)c~ur6qf(-q3`2~dp^ z_;8#GL;{D6FlcEGlLM&8gLI}lF^nbvtCM!ASuVf{>}59#Sb&X09;)V4BR_%39=oex z(MJsAno}=!G`D)`W~{nj!A=qKz{l9@YI7NH0=U8rJg7}Cma!2VR$}>!U}~A&kP`KS zJj|dPA2NlVTqBGE_)wfCL~w+r{L1@`p$vWP2KzpK0{)~U6PdwO4iZ2h#YvziHTi~V zb^?6qwsed`Y+*B7fPD_Ctq*ofBUnp+Hj;xY zKs?>>0P544c~s&I%UFM#BT*$u?pxw>?L==X;^!nfdvnBI;b~UTHN|TO5s*TvO(>Ii zo6h9JpMt>i>>xkafiir_(=^1F^PB|-GiW|9Bw?e@VQeumRJ8j(-Uu6U^yCflke7VM zQTd3ZFY9Sf9AhZNzjt1MpJpadnqiEiE-T!~PD+Xf*jVK>G=GZBN=MIOm**76R@&l4 zVQL$c-2rT65oLG=D^}W3iAVShXvyCWJH*=z14hw{Ui?fkCUSwD6a}nwBo`migvNGf z{A'-07+nZ;T@q$0U!frV(S2IDalH}=5vi0%@8Wr?vb6eNlo6rnKrDN1QV@Wqn? zOyz01@f%$MA1rjD6JN2I)4)t>k=tnLHkJi^X$X=xPm+)S5x_D-X{<=pZ6&nWSYwK> zl?Q1_ZOT&7jbeoky9A`Zq9Sh$L(9jScc(H5W)i)hPLa;9RVXNdr}q&g2%nQM%reLBP!D&xa;rvkhg zFG^-o0)agx_p2PlkMcZchW;NgRG&Wd!3Su_8~7)S*$ts75wr#-^R;0awcrrG>D0+dc{4vdEpgS^e8geElP0oOk$z)VGk@+glGLLmwpmhoY#aDu1!ghD({1R|DP{7f?n13nyK03BIx zJQ*>P0qGQ98^>798kTVluuzI2v`>@8pN|(A$4N@3pcw|4HmNi0qNKxk*5Wv)jof?- zUsE3_ip^A@W7xn`JeAC9_cVGoMsm^a-8kR^{zRA~6N)zh`2Mx;u>b%d07*naR2rIJ z6LwS8q2uHo6X2V@j4nVrGgQ53!LN)-w(iFA7msFA%A&>YZh833PW5qwkNJNkr>b~E z^E_{JIjZdPuDuOkdndd5jbtQ1GRDI^Y2JY^@EB|HVkn&`&k|-a*y$9>$)`-@HQ+-E z0_VsJL@X)cgj+hKs<=T$~7)CoL|__8d@-sN12JP8S4J>q~8&>Kum6lF9O{*G z#mZ13I7dFfm*0pWFXt)dqP3ViCev;Q4JRO7SIG-0W==1rAaz`RdX3t&Nb+8bBm$jy zc2}Z4ph6*%M(o5}Y-d9zRmDaVlLGJb zB?8>O?{%i|Ji^=bMc#Cd?PWiCsFFl0u_5BPNJ-*|!4I*6;!YR75^P9=_VWZ5c5|BA zhynEF0hhm^BOmjN15v_*c6*1H3sb_6AI;q}7o?!NrVTMkyu4{~L*kH9k<>*sm-kZ; zyE@67Q7PHm*#(&@z%i6ecLi%sNK!fSH(&5oDlz2r;}UYI&VI!!ETsi=sYX=*KH)Nl z`6JomJI3ey%K{>p%tz!WoH8_EJ16mDHa`&yjN{EDS3gV`3z*9!7IB#AjAA%rImlZC z;>l5-T@iU9E0iIN5dQ%e7cKk;PSjE`cS}# z@&1>PsREq9X`<4(n#SQ6F2Bw|nlmudzH1mI%)x(x?$jhN5tJa3Eer;Fkb}#3kdF!U zpcdaz+DT0N0N+xCdW<3m(ahpUEaavRHbfrgafaGSQt6;G<9UpSX~zI+Q-OwzA`&=C zZDvuL!t|vAmFS*^5JMQl8A>a<5WzpGh%Z>Ok@!M>;7qzgg(2XgBXR^5DM>L_8P7Xy zSV;pXJMcvwXAM83qdDGnM)GBn_ac)xol?R%rV~#mDy3*hMl*v&tToeQ19_eSTrWoqBrHfm6Yl{*PyqsqK%5a6=8e!UkR> znz?jImo0f`VWlgRIG1MnpjZ|r@h*UkmGmZ>Rq5D$VIMZCaDqa1i~Aso@tz@gx6(TI zu%0tq!J9ye;zf086Gsmqo)J{$9~XZ01eP#}6O`u(0?9`y&a;Ejd`bxpP>XkIlSU~d2Z>98;WIm0< z0Dy74O%ob3gaFP{3ju{F#WAh{(3bHj7FcF-IpILQXAHB`eBL@dXlMS_Eej@%ANlMa;uEaKg9HM&f`vfx(VBg% zBR8Y%#5_4X@MJT2Swmf(rU2*Y#u82=%5czS5ytzB1N^y;4;ApCG&$Kw9Pcrb&ct(r zr|=<>7wf7Uza<*T!wyIx11vkEF@elavjESem|doGKNfPC=a@*{G+d(ylkH|(ZXk-h z4mDsl!hm=_<$Jt%haD^@kSSE7J|EKy2q%()Ks6?l6R3)uj(jNX*g}8CB}>N*;4|71 z!jsITA2nH>LWNc)3vew4FqwmCj0TGz=$yqKLz~0>KF3A?o5+D59yG&(1xP@tJTMC% zo3Brq*0l#$@JpeF>Rp~ACk5ESC5mBV8%_9@oY;8W;eK)8gbY79Vt@qllAdz)^fWBC%LOnLokUqp= zG3Xca7-madLrI=QoZV)0Ym6Ra3-9r^i!zNwp6jQnN@E^omrGZ0rt?C-!xTEQGlhmJ z&g|cfEXv|Z6XRfO)HKwkr2A|7ELT$LFrUL1o|_)jI;J&fO=2;TYQ<~fB*XAqU*PV< zQ+!BIcDfycjHM6$4(0qc+$08YL=D7N9^x7~@Wlp15JqtzmRQ2@A%sBSH+o|Q>Qa-P zGz6lsCEH0iv4puC;!h{De=N)Sf|pbEIM?O}o?`qP6${AA3Zq|5X= z8u1%Xa+HqA?(;XJd6B_xiQnUNU>1MfsT~+z_F|+4DYM9GT)?|4b5f8KNq>VR; z=K&5;n6os+hk~@>DtpPz&m?e#$`o{3cWPsrVFe%LEU)tyN7+O*e6V8U5LcLs7vt<6 zx{X)4Ml@CUor4VIdlDGKWgg-o%2Az7G(+sB5EV(x5OyaU+6u(t>!!t=J@G#4`HT|0 z;>NL)8PDr<&yf4JU?m4Q!3lN|iZ}V#Lo?b^7H{%XiH>{^Jp#zkJ_@pL);Zx8Y2Zh3{1 zMDjBau$@po#D`dHz=K?(BWo$gDi<1sHwW-xDNiw$J$%jt{-HnN%;A2TvKb4HB*}5M zVj~x&*uy}sv7XJWU=!^a%qh0xftAXHa2apbP@hOQty(`Ifns>Lpe4E+P>4Ti%B$FT zHI?|oPYk39qcdp9ufyB?NDso9N^$CP2^&-Gvez$CgzeO1CS~veULzEMlXxT{)(NyL zD0RdQ{-k9JWfe(Lk#~5HpPkOSENO05l*K$q8y36BU$S4Do+Xw~?!bg8Zn`Q8GRJsz zfe3yAR`U-{h~je|Ph~Rs0_{0NE@Bu#amw;KOQ-}q%S4JgQSv4v`8%;Rz6*g2T=xRA-Op}&rqBLR5jC60|)|Oze5NRpqESbk6@r_n!Z&Z-sA5(C&18{4YZ>TuQDP9 z?{Wg8_=_KtWeaBo@^Ug+fT%Eqc^}x$6h1PjPf~}4TtE(r1MN&(zF!)bJd9=RZ^Ijj zvHQB?o6n7vV4yxrxpWsd{i?}6da|6d^kftjk}dZ8`Ggq^VoVBkWNAf7e2At21t`f* z-XV-h4(;#=4+p z3#L0`7@El$SFTVPIZ;nThy@;CB6%`7k;J{-A<@=K4W5)DghZB)L)^`%$X4c1fnTZ2 z0RA9|i$oL3R>o0-n#|xWKFdJyh1?9H1A%z6jOBEpA)_5W9ZUfKvn!np;1tn7!(>Zz zEYGmT={=56(quYw4;H!-ZLqW5ksUZuNu5F`1~Y>9d4`tUM`bfRX&*l`9vID=cSuky zcyJ@xR0zyg)7cB$WW_2)tl{)JnIcVV_J=2r(t)YG&G&qtmM6)#4=-tm8r)jaCSt}%6X~jG~;|G2KylI3V zk=$SlP@B*1;AFc-tX;C>74l*uoc#RD9-0zFS#pu!Rune#Ugazh$fhO;Lw z@)(ct4?EbyHO^6rhBT*6I(a)%L)t3Xi@VGitIBd0O7t-vOY^r1!8yO2XI2k}55-tQ zEL+*ZQ4VtyZ)z}>7Sz9^9q425Hm#ThI&vHvSE$NW@^Azz783AdRw^t0Ha;Yd3glud zmATF&zGEv1RG^2;Y_#2cK?J$*qa=Rh<^-kjqco?u#sLC&)BIj>Slo2h6wVL|`0Rmw z)TAiEbWMdaHoKve3)fp1Tb;C^Nez3c;&j2vasmF5p}fF1lyahU+)0GmEg&BJ!wNhp z!dY5yfeNCG+0Y=O`5k=OQaP&C^`rQ*zRd zX_Uf;7tK7Lc;qJS=n_Bw4y>>G8|;6l0kafP&VwZ`y| z3pZ#M3vd*l0+Se;VGK$cg>Z*%05?l1sshC+4sNz-dy6po@i8FkQxq7&kW|j8Vz)Qj z3`IFH_W52i?Zw^R410Kz#N26DO8-X;XIqk3D! z74)AG;B$s?lNKBz-i3LY#ainWLI4{tyU{5luy*4e$YpU2tDNapetC#XSpLVRLgvA|&?f}W6p2_!oWa`cV=8IvF+9sA}&aACYy9LAq=W)oOHt)?2cy`?bi!H5gPh_^S}-m{{n*!WudU2+68X3zNSdE(BZ_#!xyo5a zFqr1NZf2mBz`{gE(Uo)bXCXGW0Pk^$(yXB_1DVEr<}#XZ=|wk!c#{>hpe0{XmYM{! zlKH@O9^>T<`^`67$u9rT2yh-qBSF87U+M0Gnjs4XSUg95S^{s;p5bYrNX-fq!Zjsn z1RIi3j-Gcy1K*U3e9uaL$A@QmiFM4+P*3SaNP!mM7Ixr472qV86*56QPf5J+B?tZ# zAb}`Gah~Gb&-cUu{?y{Eu@~3DhlkjUn862phn1@wBAS00i-jk7kZ5)@i)qZ@d0yci z8d96nT;eqCxy%n4_M15JxL4 z6y{ah@H{{AI^D_7hn%1{>k;vsV;c_=Nj<x3iUh7R zk=(T8EN9$G_;e3z0BFQUcBiQ{KkE@ePih&B##2IBd|BpJk;X0GM4*$3rYsiV>kOhX zojDKWAU`vyPd`@Q;mE4JpYK+h;z{179sBtTfPr`eFEWpp2_=>ioTmd@lk}K_2+p#c zWwfL)G32E_c{ssFu5g1(_%gz&J$iv4uCtxmT;My-ke48A_!;dxJ&dG+E<9y4#?0Zy zGVl+bfdedKG+spWEVKET0r;|&3q%smRs4y;4-mop%Lz^b6P30!oQ|lAe%4kc=(1vyT{%R>)J5&|zN)CM`p82Fq1Ni6$MmB5 z>WItdVo_}&e~r?I8mJJB(F8?lqgE(ZbM>J{$zLdsRtlX@^*0_9`b*NsLOT_rw(`~@ zUC;pe3n8m~Wfgi+(s6YY>ZuhCe$~L<8{P%il=1NW6JK>Evq@7Qo>T9 z58S+FunKB`5}bZkQI9H%1UOP9^tfaQ@F`x9e2$_^~wnfNg~kO z6r}yKrF!N`g-QxhWD3WGYrA&p7YBiGg$eRkl%%%msHPPQBWj};GDLt!2^A7LtETc(e6|Wdd!iRi?vvGV$wj*OR_1SCaZ_MwL>q+sxi9k zaNIBw%XNe7Lk_PWL@LDKJfOYaFGZ+WPyipZ+gS|RC_W@w`lv_N0$sH6+3 zYAnYQdNV@=xV_L&p;P+MZr)^HM5w;XXmhH^%@S&r>R4VAEo$6H?eyZAwUWP;LjmrJyC;#CoB1lFkXeE;L2o z2u)3PTo2{biX`ui&?hdg8l|b)sHHk3DIo=&DL%>dZdZV-%SZEsE@+|9Y-N93)}unt z=#ZUmwo!fbw3a$NryfGXQe23asf+@2IE7;>>QPyNFYHFASpKp-b`c$L*u zXVM)G6L@jMj`8snuhWpXm`fMB@F*~ud^Dgkxt$hu0gR(Btqjj}7<0JD1`Z$+h-FfW zNg@fHCWKR*!^U~mxxB+QgB>%aXFZaNG{(kg;B%VOgx7i6Nr~ndwk4xi80|7^%!fWS zq%9=@YYL$(j|?4?X!cQ>1i(fmVCP*B+KzgQ?Wx zBZj)jJvhLVw50)iQf>F01zzYeY~)Lm7SjtjVHaS@$$0K#AkXswAJZ)b^3}{mPU46& zr)CT`-eNL7+($uL1N|w>QLJ=xnFQLC5p-l2zQl8oP2|HyG{rbZdAwYvkz6W~pDK8Por%uBC74DLprH)vDSW06x+Gb~W zSZU3JOko;dVWk0W_}WRKPA=xtit$V$o=Nm12XTZGPXsIZfYbOekIr|xwF=l6$46AP zYp)VuBqZ4X;OA(-w|vLr1TuhUlJw8bsvX$A(x)Py0}neq@J^{@y_De>z{-96K{bA0 z0Uc>iJ8H3n9x3cu-DyiDY!oJ#9F(J|OCdc#xfJdn%d0G83f*{%?}6_8$W;E|&%2hB zV=qt#AK(UFJjQI!C*hsSuE@a)skSmL!bT=Cf&_Zgn*c)XvhlkyCe@yjSrA5w(I}y2 zI%xM^s4V*0g{AzlY6w}?TR~ZF10Rt!Mf-A)-bly&GS(uls(~&)3snc9*JRTmA*)6! zRBPp<5qHoYyj>f3qyiPIjYa@+rqFc#*YKDTC~K-G)K8sNMFkb?=DC?_10Ui`sxpc} ztZ-OMa#P$zcY%rwWe3Zt!!#=KEc>!_&5XmtP953IOT5naoMZ=!c#yaFipj(fMF`Pc z;d|D)sZM1i1r`!R zeI8D=smx!zPjea*!+GklgRQinn;j1#4vSxm@#-89ifoGV_ zP~J-;zeILI44WB4VrPqsKndFN2UjwQhvQBmFJ1Ya{l-$iiNioy#2DU1z$=VT(KVRi z0(^~cc^B~tPg2Y2tvyrea^S^t^kpfZ@Ezar3ZG}mgUpA;F3-3kfc<4L;JRH6qVz;SLcg-Wy}nCWy%^}dyOgf&dV2ODRpM?qG(tUb0F!?lG* z4tsGRV|m$Je4_ZBVfe6&)_3*P-bpwWfxN&zx&lwLlwGM(6W@J^G?~tR25OR@&lpKx z`tdbi(45X$CBRqtm9d1-kqIdj>=$&SUw{W4=)fArI%(LPImnHT(?)yko4Dl*&Tmxp zcv9GKZBIzq$=|D+1^F{38s7&cx+#E^#vXhfi0VCO2; zI8Q5n$$&;9cNSYnY!FtEf<`S^ePG^yP=Ngma`-K*1|H`yL+Q?BtW;zXpJ#;tUttr! z@hkDv;yXH|xakMD-7~MbTfH1IN|h(!GSF%+qk4Yesdk zKQPvXnthe?KoIZJmKH9Kxm$eDp5z29v@>WC%2AOSe3C(h64?j&4SI|50F>rS;9IOf z0QFLderJf6WdQ~0#C!&^j;%bLN;u!sW!>$agoP5Ev->-gRcs=ROGE=<^q@S&$x8ty zy12p|Y7q>#&FkR`p?2%7#bv0eC~wh$-26aSiZb#pW~JOfS0k`j)#!cz&l3J0bYxY* zMljp>9e_i8&rmb;7fu19ndvgkDMNPP3XGvHP2DOshg{jT>19C&CdUUj4$Pu3Rq(-! zN^~I@Z%Vt=3c9e03V7nlcoGOoZ=e$2xT`B^fY;^ z;<%aVWJAQd;HUKEHLg&Kc(yZ|(X8MP7kA!>g@#Gqi{Kn(T}+BI6v{%E*cF0!)AUb7 zaFWtMcZTsTk7War{fwP?aE8~6zs6v-Ym^#I0Bd-Hye_EVGem&zb2sR0OtI`Kz&3~J z`42g`Zq{u2I`H#5hY#N~k`P1#igSjGOec=+%%Ls+5Jj-l3eXe0%SMhHDq=YxieLgb zNe5bR$d1T8#&GDsRSLRPj;~XMc=FMaNBEs(45lTEoutOt=+6Oq@|C&P+xUT3iKGY< z>C6q*(F#unQH=pa^D;lsie-k%wv$+woqsY0yMRWwMN<3Whp?YThSM^Op*W9dxmxDbKNMeD1G#}y1U^i1d6B#UnD8L;4WEZ>n zi8-v{Wi~mX;7PP$>eHTTV`iS4d&lM(A*V^59d93FT&^peWWQ%vU? z)0s{nUon@iv}bm*31A_H7W~Cp-sL&0z`qRO0~#}*o*d*0zG6N$CXzq}uJ8{F>BL2r zv7HGF=6{(i!0Yia`M-*AtEt-)EMwh&On}3IwfLCboZqnXxkONi@966?1MLn7upd{r zoPne(8HK`jB9nlHWt=6DrF;WCKnwFTrK-S{1D@kKpfWvy?!ZGXjxEKD#;ep4NY8)~ z1C1e?*Ona{<^-C`*C!sWN2WF1AqLbXMgD!i;6A39yA{ z|5E~N0RpMQDgZj#X=*{hRBS0w+TQ^IJ^}3Ef7$La7B_9+oiwH_hsjMCg|K3yKi-t1 zF^37_2$!6SZ~`Z}VX}PLh%;64IKnd^{UDT^e8Q(V!cp4r48@5fir@K~RSc(xp+nrq zYC7>JyC}m*E^&ydeCUL7tulpqlV%L1E>md%MB~R&_Oc1_E@OZ{InQK*5x)Wlh@%8o zIgx6D%IzVR6?Qv(4pW7OvNT~1U;L*$(U*Y73<4)BuiAaG6Y%F63uxtn4K2$BIGV}8 zG+JgmM?^su84=m)e8WY0Q-~l+Q--#524?aXgAP9cD9}`{~LG-s2KGxkx17kBvNB zpn|c|m!$?9*iCo5`IiE$XD0{n<2l~vNdkzZ6vz3SLiD06hbcq|woDFCUB;HAG0ADu z;r1+j_`yZnu)7h_Oai_(f~!wC(CKf&N)BKWVf^USg_z|6oS4r$gC-2fW)JdKovWAG zu&Oe!ff9Iusm9oxE#uegeKmm%m6kjol zwUnYQA#A4|MLEPd-gXjAK1`rNyVsVsNj@va44N{6Fn%|_U2UG@BYN`?r+A-!VRuIGDy=eE2go}7&T%j+kw)5m62VLwvVnK`k(rEgnx&BC0(=GN z&H{$eDTTnwoj@)Zi4@Ee=h#0e}|@L^g8 zHfFOL0jg+xfOwY!63=SJrgE+ByvZmYGU#3#(1foI=UWkq7~P(3VG;ZJm;@G?bh>5O zOczEl6(73}xX)A9NN9bALPU}q3$vL?B%(p4h%X!fJ6FzLU;*pQ?m*A-0TUUJjabFg z3mdNx&MWL;wIRUvet>tWNm=~aMnp0W@;fHLCxC)H%=?Vv(L35uG%3Q(i43rZH;EyT z1N_bo2{Af7{vV>(|kg!x=&1vO0pjs}MX#yR}>lpX|8kt^h& z4W6uV$p(^-rYub6jPjwrp_1Q81c6z`63KqL(1~YRMH}P20fd?1x4RXmna(G8FoSm~ z%@982gq@l!egMAVENAiL1D99Hasj@MAO1jReAt?;1lYr<2}wj@mz~#LVF?F#kDS!z z8|rh8GPLIVRL?rj0v_Qkn<&Ku*5b=te&j3i@Bqc_dN`hdBn6Dl(Sd^e#8_U!kIB?C zvxt*psNr+Zj_AUhR5qWGjfd&U$GmR}a8BO6i$(V&i}{=R*eJvY>}EL&Xv!d}+IfZk zWGVI7Mj(CYmjaPcmJ4u{QBjkhe#~M-wrL{`1#h!EVITT%7(cB1$UtlyrJfs)*PGc! z7OXG7@dlImi7%YE!H!@xY}=IK%OeD1V=oazQ8$J5rq*mc#qHTK&j8KH$?NoIPn!Ep zWjC958FTm<8v*pA3oQty24m^ON^C}7t;B8adD`$LRro%Yn({l~#Jah%_Tp>ir9k(V z^-IgO+rCEPZ+qKV5Zplt*0O-I_);D(TxV?Upq|@{-AUp>$mx8v7GxM{FapO?hLi z%)e^|IF7xnWGX@U(VNb+B?l1Ab97}W@Hh4yfWIV!kC{%xRCQEqRtw2|Y8$U>Q=1jp z=n-FaOGSlwW>!$fAP0|9hx<|y&y#NSy-P$Tt`UlWRrs;R?dt37ij7$D1**`2nVD9s znK`q44{-$XBd<_~2Y8eG{J=S;(4HKCjp3Z&3%p3AFQ{&ux0R6$qX!dtEL8!`;vIMo zHq#+wWdH*ikx7Awv?GSX4iA4k<**V-9{#Vr^A3!vOuP7RCJBKU2}q47gkk~#VOi-& zQ;{Yp9VteN4P8(dW#t3WMOoanP!<)WDJ%$rfD{3xgY+)F_fSG0z0Udm$YpjWnMr0s zG8tCRUzwY^bL;cI&-;{f#?gXe__CYJJj0vx<*(NMD|x7*?1sztsU*JmVnQ6_Np5k} z>hs)gakQISMm1wnLYc{VAPg2hSZ<4pc#yGVra&?P?)E*GAP68sK)&fDx@5R(~|V-1)0VjpIk zQj@OCViS*h<(Vb}wRnf$*~)P)W|QIi22oO|O<_$8-|?-BZ>j@ksEmL|e zf?+J+J+B;WAecEuRQVk9nag&-OeMnTKpLq8k_cExnbAgF9BdsXbksv< z;9Q+h+9f|F-@$MHT|;$6GqqL+WKuhwQ#;ky#T@rLsqvbjBTCmiMe3-&SDd7QDyMbU z@4Tb(E}zG0nRG$uH{IxXp9EjwC25s{)LLet;zDN?trB`xFR7V^sftoGN97bN z$)eFV#+hFRTuxzGwpr9jExgWrlVui4l+;J4s}kJYKT^Req2rRI*Hq4>sU%I1N&LRB5tvQo?OHaSjxA=5W+XS&j*Ob4B{F~ zfZdGDB-EbwxWq*V&bx{JtmTxKInc+j04B~elZP4agm&LK$}pEGrU5ZbC&K0D?ZGwh z9+DgetNiH0Bo4bp4xb;00&B)Giec2GEIp`C81so?8Ta$C&APMQeKU zH#)G6?k<;>t8pLvx5Z!q4Q8$bh_VkLKCFc}RnQ%UA|H*zN)!&(BJ z5RpYNiLC{0!2T4n&RTv1Fo|n?&lKV~#7I(D%@#)R09)C?E|Qp&sdLD}0X9*ER6;YQ zIV_loq=bXu*9le-%kP}0CW*ulP6E4Wm?>KhX>J&B8O+2|k;4xDXQGzT&+{Sk>Be5x z@*#ux2LZ(J0bQuZabl>=DXueuU#P_pz9p4*m?%mLyEw!dCbO0<`Tj(gN>Vt)X)1Dz_xaF4l=TCu z(wG!3Qk8Rzqb>CvNY9wucu+U6;7=7&vi+8c(m)5|n8u5kfK<9u6*xf))&MV4onZct zvG@|kBFgY1?@^N=O7lH?8J6!)WSt>4lNHbM6-V=(T;6qD;|E%>mP9Jik7;~m#P(hD zu68qpZz#kx>a&=uZV@eb%z!Vj%_`rN)pYtWk%R&!>rNoij@Zs8({NLddO$}fEcq2# zL^vf$13v45h_C(T>a-1jJ;qsxgF+kjQqU6Lecc(bB7+|3lV@S_dC-Nrn0Go}` zK8a+52Wt~;fq2&N1}6!@2MZOb3M}Un`T}$5VO?V%q;fu0T1T;&-cIgE1ALk9MF#vM z<@uOKT%`tMIL{z{qBEsv?lk$A%qh-sl7p<`1jQM^->3+D4Q`P=ddz@NV=I`Q8Bg(V z))=H|1%((VjL)_XZxm64a*B{F2IXgPCi(%D7z2nHH|ft!PLChy#sVW1C`3E@vptLY zpe;hF%N*+rXXX(jUwM^BfI@U4l=ajG0x1n7v4XFSZ}eb32MOm3KH*G08SrMDSDyvZ zm&uIu8a|f=#)6_G83F;z_=%y!0Cj0ZWga1j8{8zC3moP=v79o(qCxbbD-De++0F|3 z+G$;RjR7CUoJ~<-a|$!7fDIT*+00n`7*0_h1D<9tTRA~8M+~jNa6WM`BZ^cCahU+b z5$Z9QX}KUQuwcO_i|PAjiH|!+5+H(jjTzY*a5cLQnL_+-T>U6~0YCl;yg>@^XVQQ@ zn2q_Q2i++_1QCR@%LS^v++jUr6U^z&H|%xF)#zDV;TJ|@=C(GpAJ6d|lQ_pgHgKHz zT()L0%vcDf4*jS^RmxJz#>YtFJ)oys$M%>3@1%S-^HC5znZab2%LVfTMYu?UwXpC( zp64uE3FSOTc#J3c6G0>r$YnwuICeu>$sq$EJ8AOwO zE5uA?I_7NJTA$-APdNG67>Bc~!NWp?1*SJ6& zw>ZO2mU4@4?4(t^#(>k9pF`C06{fMqhStmT2*EZFT*_u7Y?EoQafGS_GLo(AVJShh zXEx(=wJA0dx)l6HZHP1?U=y`uW+Kjqdz_*0oNU_$7~mblqZ!9I2j8nqX9i^IaPt}i zK1);%23&{AtS(RkE)K-!TC^)8hTaj3pwPQ6?DGiMxK0sv@+S^4kO8DvHF2+G@(x^Q zwkpCu>BL5A0>=uhiuq3QE9Ahv(TQ2?%yyCB860FglZ~KW)?qe*hpf84an$DqN9asV z3KK{?N%-?1B`M7VJd`VA^pF8>!kojaWTqpt7*~K@t3`oGhb82DIYTYG{-eBN!tx^+ z_#5O9Q7!D&@t!1{kNJX{th;LscsAr9LEDPLEb;;a{(*Yb1SdI^0A_Q7``E)2rV_zu z{*T^yI8k}XUVfu`j=_#6i8Sh23I_h*&`c6(LPzTI7GJW2$*kZL%4R9Gur=Ug976|FpwH#u)$R$qxC?jz}s~gqNt3Wpy)vMMP1SCfvv4L=(gs4)8EB z>>!xI{LXf!8DXr4ZR9mwL1p6ELN~s2gHXVmuoqldV@J@ET`tkx=O5N`-I!0)!H!ie z^AwiBdsP-VcefdEGNa;VtU3m8(?ZLCTWGa;ESXx-%!!@p|(-0sMlP#$j$!jOKJ;7d7~bdF-SrHLb-T zW$aQuIin0=MA3z6Eb|)HPuC&70T;M5n-a>m1#G}G=xI>+`-0OhgT0y?eg}3sKN*?N z%<=07+`f`9cG80;Y`qH&_&kfK>w*SDAtD&dm;!9>zrk#lSi@B~b^2FxjsC{a`UF37 zC0m*YuUi8j1($*;jewa2_Aq?$$)SEY_wc#H8y)NR9?e)nDjk^Wb&Yp9V=FMyrS^@d zxyJGWJk#a)Sa~$!!ATQ>g_&RtTn&LdJZFy>@Na~=G)g`~Po~=_@_8DCb5uu)Wj_hP z!7M^(a$EG{3g22oFu!twgZ#)Lr;jPl&0p_9H2G(e|S!NqotRw6o6rrySDd1!Nn`c7$Li z(3=R}r#VkM?5g!v#PI`dT`bTv(U%wat$>JT&#{nSt)HR@cG5hu4CroMM3taD3)q`S ztr#Adfe&-uW%ANy1T(e3LMKJ+R;r0y=o8%)nqW?zAS(~WXe z<4MN56sD-bBb;CeW7)%Orm&s`>~kWpRw5ValCG5G3z`r?CkG?`A>Ma;Q1A>kk?zKt zzYD>e zn@a_|%<_>M;G;Cp`HWfzWDi$j?CjBze>^O$qd@ndElPf(O8JVZN2Gsv#g zU>l=Y#$tnF)|>E~akpJV5#Hf#_GHuPmS0F`8a-^D%MmAo?^1U0jvX6o2b%LKZ@8?r zQNRYgpAv3pFFe5q?DdcVXO0Z}-%&F~MI)O0SE{&ZZf0-4%-A*5CXjb&n}@HEJ9AcE1o!hJFBzB1 zGwVkRe_;<}IKjtECdCL5nkfWKJb@ zpJQ&h3W4XajZFjnNLS-92+Vmk-D#x2%*_-#qzGg{gWG#?wZ`Sz>iVLZ(XS+*DEQ|}3xBU=AU?NGU=IpcdyyqdYK! zaM}<}GiFkWgZxSdAczBqGo0i)NAV$+Bb=rq)0j%{MgNX#50M$T+E}Hz`}gY zZYuyc0e+#SN8gqhDi}g$x6wJvcYfws$}^qAtY9|>IDnZtRHQD=Xu!)%pvN6IW8|{| z$1;o3Zmv%nP?5PzEdVDv+OBTcOepCbqBrvy$5=vGhKX z^}L54Gcf`F+)p{8IYA{Vl1vOqjKY`d9Kb|5rc!}vEaVw{fe$&zBWz$fQ{AEs$R0~L zLVvegIxEwX*?i;%bLX9-H2ZV-#ulC>jp8&lWNU+IfInB5$6TN$l@R^dn(GEu1Np1W z@TJf@ZtwMRzG*esD>H1cQ)Wn#NxPivcUIphKHFd3r!(5E`tsFyoz3w)cI!r#ZP{`8 zPZCPWqkC{&DN4{Bq3ZJ0N4jKe@1p5iqe3!ik>;w2&I%=HlS)gHLiC$<2tBXoG)Wds z6f&u(-qMk5l^GJ4hHJBKTK^NL&6=ae#(!VD1NDwj zbyYskz;hrM9jQGS!6JHjbVP;NZ05M~IVLu00u`8m#ia;pZ6|KBBP^pO#|g-@S*`@& z$0pz^`)$bb&QgIOQh-$y=TWXx6n|o@T;4^A1m@G0CG?>zzNFEXPxCO0Vqq&!xljY0 z6;EMiB;CA5^6UstkN~u&J7qAF#vULEAt04#8t^-}fEmQ{p+m(IuW+G1=WH&hS1Qqi zo*p*ejC$ijY-S6ua6b^mQ5s+-nT?ov+&G^PDa26Bz#JCQC)0{G?>U;T(4O%uaLTEj zTT}Uw2u9n57ZVVbflhplFN+arz!ihH@;d(b0cQyYlGw+Sv||vBGo?uGETXzJm+SoU zOrVh0nD1gZ>=z2s>-w|MS|un_JN26mDn=KTpmg0-q+%sa78)9+sd{?F2&c6%q(c9r!YZY)N>?{M zCbP~-l2X)4z2&2olCJ3mHP&^d=rM&VMA14Ulg8*(1*yL-Dp{4)OvN=xCQVgqjZwNH z6s93+ti2kco|2X*MAMb3boEtBJtK5M>1wUb1$^gL*~zD7T)8Xyz<<0MI6MOF)!%I~(gM;4_HF}~LS)iPNt=brD^k)WRo7vg7qYfeBrO#hXA^HUskJP| zOZ}{x>1Bl~T7wj(ChB82tgoqxhN`MkG+U^PEQ(SUwN!|%N?IddnRQ5#v`3BAK?Bu7 zH}!+c-NkqNk7>YCjK0$d&CDThAth*)zSX*1$D!{Ta3%xZU{!wat$hymPSJHE;q-&u zP5;a$adbnEDoDpA-PG&qsngcicbrW6SyGb9YnvqLh~Bj7&u`MNHV<}!8ta0jbQe-m z_YC-ticocxsg# zaB^>EX>4U6ba`-PAZ2)IW&i+q+Fejv4#OY}`_CzM1c-Sar)!zC8|?TqBwf{6A~sGi z2pOOEOCA%ks-#?7>7@iB_0)BvXu)6{Lt1rVoGRXZ*_%rxgA8kwVH`L5`8rUO`_H>C zbvL2SgS>GDV&1G2hdQ{`tInI=?pAR<_`o4{9~V0jA%Z_Kd80=sMkVVQSb_k_mt`HE%qrER>L=l(pi zQCx=7i7E^8q5^AQ+!WJPI0m6Gh#?WMO&Jwb3}(dsY5})Jtd(uAy#j!nTi`xDJO>mQBS1XG~}(^(C6c5f>S+B+ z`^st8zA3HJM*E_jIwdVio2^jM!m($`z6}P$j2Sb}-yd_kyFW9d)af{Nesg&|YVObd zzTfxqeqZn9x?b1oiUCxy9dA=Ae?}R|b*!OEcwCjzwknmMC0_aoN~Kgv6}VJNrBq54 zxKv7|R7w@NR7&Ol6G<-p1f^13wy=$g#CEZ?tY_JOva{;vgn9bGPL(||{&tnATSx*v>M>eB5j&i_P z96;6ZF3*rkOWxyoCR3dTRHGhyk;}R46_%OGiFA(YL={hVS7o`k*~v?Hx%_s&_dOr> zB70iHbUXQ5<#12m#gh5{@5uw=n#l3bZS}YW|59ybGdtQlELGr{!MQ^m9ekTNgL+1Z z->W)XoSYa8Fv6)>>_Yez$r<~!9<_33tUYsAc@z1S%vK^e~iKbiC zc<@ZsJ=Qv=h0pjx6O+Rm79oA{m69d0jEo#ZsfJHgFism*q< zhVPi;CE^TUHfGGDJk4XQXNuEFw)5T7=!0Fim!{bR_;7p(LHlOe{UviMwnCEuKdbw9Q z)XcC`e&nk@>pQ;dU^@mK{?D(#`jbC8LY!Res!zm=T;LRM@h0bbxyOjLT&g~1n%S!6 z825hlbX$j4zGAIVMK<`b_(Y`MX<{vhxY!(L*-^yV!MSVfqHeIFF`xA|kFvhG_6X|E z^He*l>#gXCzG@SzyUwj*sxP}z)yu5!3&vd#yum+JooccthELGNj=|GwO?x|7?BcZ! z@eL>Wr4QKMX5wW&=}-szW8~?d6i+wFGZMa46YmRqT@UN{ptst>>TXttn_9xO(91(y z6)1db8+oTO$Cc1_y*$`9R&{|3O!j795!d*Dc&pd?pmlBGQW4Jz`)yAz^J($@@R_n) z;|11qo2u(=WA)(fJ5k^Z>|f+TF13m)Ot+%F{4V_UGiOE=ZbgaRZcyoCCmW1^n zCV7I>Z6&5#R;=%G7kPT51g3kb>;5tdTsTt|AKg{qZ>qWKa@*Qhea338 zQ^$z!nQwV-3Thi=-1mJ+oT%p8#+GKAVGZktgRORntO{CtqaTP1i@g6tDN&)?+tUKy z5`T#NTHaB?U$0r-MXD|{#b<+>a*Nb5E23WdgLs}*OI-c6_DWY--=?;)nHzn=Gfh2XGG4Fpui(dDYD48)?~-o!MucDkBuyC zU$bhl7meN?$ErHsmXTVjd%vn(O}4&xlUrWjr^s zFz)8{P7&v+Yy3X!f%)QyVqbE-ao<<-ZRypK-;={P>f-g`ub0>(7-ou2O@mDf2S?2i zJDKdJ5(kX_>Nqj(9Cd&VecPA|B44nj)$H%f;S)FXF6W3Jx!8%3f#wElyTY@@M-uK) zf)T3|l^Mh7kzXoMi8LmWn_%-=6>QG|Qd#>8HnSK|27nbzjr?AXjleWMU@|RvnoBvG z$-q0D%mm5<@HRtB5(J3m+D-@$F3$hO#|)%3NX`!yDvKIdaV!x&kq3Q-@@h z(3eO5(x$9U5P82sd5UHn6dGkdt=%r%V|!eziEw2wSbEn0E_7tn;}RA3!dflFA%JYYOW2ENf`wio+S?^D3j ze9jzZvxY&DGkXXBU%~O=Z~OBDkP74$tEnK;*S7%G*-jm5u$eww6Dd~~f%d#YH5vem z*_&aU%>fZhcVqHM;VkCRo5>u+0`{dW1ZK6aydRXjjgL5h94_GEU-JX+$(adi1~Kxe zPagO4HbWT`yu=LJMXY<}e!-lc24n{|$x0-%nrVE>Qc~CgOrbR`h;cq?!Q*a8=mzi{ zwK=tzQ==&>SPyJuHULYgK{5p_WIZz&$$ONcCh#5~F@^#F%8?pe{SIU3#WEWF#ck19 z#as#be8I8d*NU@({ljy|F_AJXE9Ob85FVuzsed!^i2XAMIEBM$PD|cpJY9i)TnsD@ zTDUy(!qVl~Oabr`br?iz9^(sS7y}r=5*jdtT#~2+wB;7|c+_oB*r54r3{cn8fB0>0XUP6z*gkI@QRh;h`%!hE*!I# zv6g*U1Hj#^q&fw>OhXnDXB!7ICzw0a64doM7I8GSXil4mqoNZsnG<-7JD9_PEG3t6 z5K+l`WCP~{Nvxy_kV!rdQ=6}OfH$eh5^9shbXIaqFysH#B)eD_E1-aVBFAmXNEok= z;BhhorTiDk)CCMnYz^ief_IhZ5aTnTDo@acb2yeysY5%iWmTYr z%jr%gW$DeCOyDD~L|_e-i37tqgPG(}4(LvIF6AJu;WWxcp0+!qsFUz^jhIIPZ?iu) zlR<5^0oQSOLYeJsi3~bBoNgm{ng0V|5&5hMRvmF*b5Q0$<_3R#&v2#y1x3~)0EZ)= zb4qYDlQ@3^hLkX5lwng5m)b!Tus%GV#Vk57k&QqKgK0%0pb@#iC3GlK+W}n1yT$HO z;O5ka3k+Ci6Oy9D2RBkHgfPUI{ITlr>ICOUAdb#8OwEKQI9Mp z@&X4^mqttp=F+@i+5Pjv_aN$0h8O9?*6`N@X~U=F^Ew6G1LTm#X5d_|{}d01)h%7wH`Qxb{xij#DFbSAx@mL_<)7S#ui2dw5)ZsD+CcuXr&Q!Os!KC;4ZbQ%XjiTx)f z92yFx5~=j%^>F@vmDU`@ieT#4gTZVgPCfF2_u8R7hTEH!!AkO1X5b2(#K%-4k0u#s|<1y11*%2JD;xRxx^DNhask+J2G za6Z_dcR3^c{Uq+>C>GM6+c||r9KZ?=;e~KVQXmU1;!X~-aQnZcJ# zWgRe+vdm@>-*P68MwWb#O)SCIu{CU`;}}98hR}}(IfbRv<3;YHF<%91rUJg;X;LD! zRRm@LKhT&8z#_)ej;bu@c2=-~vcy;$>@uUXTA}it#oeqTn-pLLYgof7GFihIj^ykT zI`*g3rDkMXmKiG9;atzrY$47hR?&y{45Br+1F#RRN|;#((3Bf_lo-$O31ewW3iC>s z!uI0FA}i79JkRr7%M+xqkOz2^7|TN&#*uu$Rw`2lxPzCN#R@i1KpJ<@56I#m;=t8h z7ujf(2;_L(iuU$kyV%eSahNN_DMj2DnIU}QT!;LEC3R`&Y&gSf!e2Lvb6jGwTSJd* zp@Dy>@rW;aOK1oDp~y2VHYRpA&kn}LF<#-{!?QiS)LX5Q;9ailbLw~2Fx|P%DA9-d z*Rn!iU|DsuYa)(}OzT_Cm!0BxhxvgY7`K)8dyEZTr{;RIF|lf3tA5K=<6=|$dQAw4 zsN=iEoFgwuf`=j_fP@r!m7AOD26eR$`B32S8)I$T+QC}ljlN)ouza@Z4iqtF0~?!U zTbKHA01;_uRjYeXkrpqs>1Kpq=2~^SDWMxMZe@QmvxuXp(7)O*(hvHFKnQ)qiq^G* zExpPoENiNFN36^x%lF2u>EXtGPSp|IM4GN=~JxrJ-}s=*R=uY{duoFA!3?QjWLhd8T)+5P7w^blU=QTAp5 zH`A5F5*9Om=PgbmnISYImuhT{%%n@$pK_$JhB7Q8kJaP^28*Ul8=E45 z^M7`cZ}^V2e9l&q$pDB*A-(Ax99_y2e8UqwP7_8_2}of8*Rq&8L2LY-MJ%RH zFsjGd4>&Mk@4G{e;8iL`jw?qj;AMD?5tIR{a#dvK)`NxArX4+K#x~kS=A*Tw(uO@5 z$0BmMhF+wwADc-fg%}`t{KURROmy*J&Oeh!ITkpWk6BFx(%6^%iBSfaQfxkaC9)Jw z;ujts;-?@HZ$H*_Wd{%wiq=@fvn$1M4;SC9Mk?LsA57q%A9iR^I&G6iX zUgS3kFpV~L^o`)`=VD*+eHS~@+ihdqxYPbJGw_UH#;Ij{&-Zfg^}Qmn(jOh=$Nmt3 z0RAsXK?th!7mx>k4%r-dw2R9&rvz)#-!5Y#o@MS7TFS~OumESA> z;u0?4+ysopAI^!DLnHcf_3yayc24Gy-5SwzADJ|zIgLv&R{XgYxKv8zKNL>*4EbF2 zyRPiNn_s^&155irsgx>kqI}JyKk0l{Dy8!8NC69&Mp+K~MYri+UV&dLZRt|^OQ>TO zWk^o2Ixpi3mXJ>^4yJKLJ*0qlxr2WZr+{Qe(YeGrv)LZOl9eQR7{E-nQl^N-`v)da zhSQ4S$ab>=m&%_*Ceor9w)w9v8+nuwETTR4?}WVrR#~aNtfYA{RO~F;@;!%AKo;4oU2R_@LoIyUh37F&U4Fc$fXWImAirkS}d2#_Z(Fzu;rccC#6-E>hx4 z4;O2Cxaa(;ziWlhIkeav{ugO;em@c`Go;SBE{G0(C_Fb)9Orc*PAS!%b_iSZ4L?b^ zPhA_TE39W{*Q?V5K8(Wt(A?W1q&sPrHN~&Y^(^1;R{J=pNF;T>!@SBD0`83bAWXh6 zqIgn(&}!`~>U6*GWpA^mwZ)j91?8UgeYJ;J*)F!WwvFs)n&+DnJX6OAc|)Q+F0OKb z@e=#zB4>Jm6-&HwQbPRiO~&nOvbnC8BH!y0o2i=RWHY_NhCzF*kC0i!&9%JGst1c_ z27c@FJ<}=1Y#)BJRZexQb!`@5+SpYorocJgX}Vb1<2={XJ+Fwne2S@_;&?ytM$22? zVdmJ+zP@CRy2a5x;^kHg0C_RXhXg1(!6e%`-aKd9&^})24L;y=j`02PWtImY@Ke*R zX)PPL*cl-s!!VC6Rp7|c)i(2E$9qG-8g*|ZIDefu!=5(ub>DYtk%9O+uZkSynCc|; zPODhOre=7z_){46j~|Ed)ry|&N}G9%3q?H69#*zqgf&Co5$l-jQEpV<6t4@wi*JdG z&9;UW#CNP?l2xs0lIJtm5FBU?GqV4i*0NK6RZV7cQ2`DHE$%h68{5I` z-_bvcDezz$`GRvj+1EqGsX8N&M&5q(dPH>8^MYtZeTHo%$ z47%Cgo^SgIN~&>CYLIDebc)H|XSUmY%4v3SxT^E5==PbdV!eYsEpoI#TyDN~ebEJ$_iX2ij|cNZx*b9U-3=b&di5*uPVr3()C`jX z&Xq#xV|(+QYr0pc1C5(vPqWqW;w+yx&BdN*nv2Xf&l^2O)wUtI&rnm$Fz(Am2XuK4@>vEXF^ffX;Q(Ib6*h7#{mCSsb4cN}z;2qsAO=zqXh~NF0EZC+reVU~ zdMqc9OnnCO7_0e_WBG>3+z;#pWaClaELvnH}-sxdCLQfU4w?%>K+{6wmNQ zQ12%Cu{V2g7!&z=r`Wt|Ko*TD;7~fVA9cbw-yM=lG+^&%DNA86>yBMHGy~QGDFI=@ z4q2a2GMiik%96nphH@T_IW{mc3G71w_i_ZcQ9yk*lNEf4S2&%H^rL`A)Mhg8@FD-? z4vq@L9e=YCD=mD*l004O*hsU4UnbC$9>nNGTiWv!R{|+ij>PTmkaWs(BQ40`e#TKB zNF~M|q?1l1>IJ3tr8+N@#3hj{7gLEz{2ymwTn8aGnV=;HrgE%XR zQ;zj~K@C!=M8^d8UcCg?m0TdkL>jUWa3Y8EG=piteWWm&C&Pe(i8P@}@OK+N0OCBv zOH5~QM4dJ=hi1rD4n|&OC5<_hm+3?Yssrozl*@tgoWyqkR0xz|6JyxKPkhOIVr*m) z1At`C4%lDviLs7zx&Id-ugO3z)q!l*(VTmV@viK(6Z>sC1d+Y~UlQkVAdM8Z7cnf& z1*#`px0MRyGL{y^>Bxz!<#{Rw#Nm#eKV+E8zbJ$zfI`wkL&TQdvVqj^$yd(UgVk55zf* z3z$H4dL&$3k2P$j9N8q3f|R8y-9T&sFqg5c%wjEaq?A41CLjtfWz-_9mn=jh;u1NaWo6rLghfww}oMb8xW|Q z&`~#V7quD2lv1sY$Wkgq=76u+LThGIl?I%`ee>8v4L+hNX9TPtJ99`u7U}HA z;+>RO&YmSIa1KB7d(7l#3MP$*88yH0rQ;Bgh@d)7^RA+L)(m0k3&IGn_ z59xH|`$(yobmD5xqchDp9a+HgV0-i&4+7OF%gg`-(K;9y3dv`dkQAtE9{FsbasnyM zT4Xi*GLgPq$7SRIUnM9~w2wj6;J(FWAq@jnpUA4n@0EbLOyyzD;V>@a1oogKbAkPN zmA{cr8s%us96nE&WHKq_&)Oq0PbUL8l%)XJ9xVAQFpOlN8pC;(H-T@thRfLpIFGYg zMJ|iDf&=LG?*ch2afE{2Jj36Ej`J0Va{yE65}eE86Yc_*v0n)Ypd8AC%daF-*pHtg zj`&z`*GIXFk-QdJKy08a9f8-mmSY$iI>ljr;YM=G;~*})KaKU=wqmBDvBl507M zJ!uZ)^DpMHoTaQJiw!gnL(xv)Y0|lX_Vl7E6$6IQ9rQ!p_?nYBfC4s0aP3XWV;YA8 zPjL%-17)bpXLO37G3QSLBc#Ok2m#XyVd!FOUB3~v6_!mcVBtMm4_*+N{BbmlgY+w!R_&P#Q zlMMVL0BhXOrNn>-NdYeAP0Dc+HHcH6_C*wDeelH9nU!ElTg2XM0P?~R{DXOh!BnF> z138T|$)`&|7I_h;@K&(;{ouDHiYqCgzf%#j`3_lYjWFL#cZd0jsUdyIy@40(b&o0G z$_usQ%mC zNClo@3&%Ot>#XQ}^_wtn!X}Ri{En|AP#O?%9xXF2eqg>G#pbTHY9s*tDeqTj8ISm3 z3yF%lo9j5syV|cqTBXHyG9HAPZ#Ow1S45!?ba4oyXylL1FxeZt%;o_~;4^y#PO2TD z>feg1eKvUN^0xO%pRl#hM?e>^s83qG1Q5}kZcwL|K=0l&s4>L`*0)s%9N8gf+s0>I z9!b%&E3()Mu2R?fVZ^td<`-UVZ}s~G_viMY{YH7C!y*(HvmE9_zE*o@p;3;6=3 z+r+*Oa;TpaV-*;0Szj>U@is75y}`2H<(ppbu`Uf7|LhWOHP`a?aE`j!<9t(nGz1f5 znB+t=JUB>sHOWIlmZJ}iM?7xto9xYww{MX=5r4eo`jxNyq_=yG?-hZwYJL^-$bb}Oe~3kZIEAfP)s|NF6?H?zOPgsso2vR#kz5g@{n7`DC9Ij? zaW;u0$|OWT?%CfmqVF|7oA$V6+}(3H@1|CXI>=tbe9F5k%*GS`k`6Dxa}1?sQ}815l4 zIg%$X&xL;DY*(v~CeVJ3HN8lu`cKFtYXw6{4U@!I&svyO<@7K5Aq z9{JjHO%h{1u**oS0vG$^@1~a79zOT#os`IkkhlD-G~K+n1dLN=2!Ysr32F-dgvoGr zuM|_@abDpo&NWBPH*+UlGs9O)Sf1>POz{Or2lGH~f+Bw5*k5G>+%Z7x>H;URYj^c? zb*lG-tBS0!BaZUygwnTL+2@?=T=UI#l&SvRXT`;yDK_+l;3?MowDAzxJagL9ep#hp#r~0HO%G^4 z4R(mn_(PC8wu@8LF5x0@f+WE9dfF9?B@m=+95vy7?NC&nwg#I5Ju_2TyaH;$zDCPf>>_KBLW_93BxscAB z%9R|=PrS`?+AxjLp*67`*YHXL7$6Z!dNeQzkQ@#y0&?j<9bOEqsQ<@toJK8@7|4xW z&i_Sn1?@)~tH@w2Yk(OvU@j|J#k=8In9VhOnvfc$R7&M{_<{de>BId0!po&{5BV$& z94&KsmJeCVGwjdFOr#?xLWDxE7oSF$^!F%|?Wq>jEZ524>*V+^ycBxo>?k?CI$Ym2*vg8l8&6o6=d-Vck&*!c#R7J zTyHsUUs? zWFi|_!K@IrQovQTVGTn|gt7iv<;NnqEEDBlJjl7+`wyH^G>gS$D2i#Ue7AR*=s zg-!eb$(RtKl1R(9jsnUPryM_(08*KkfXmqwVSrf2e3B_gU7FJe_#4}Ra=`hNqY^b} z%z->i4uz@L&Wg;(|Jg3KD1cWKu$c{PisZrF_#5ikNZTM)T5&1hQ4ZxrYVsk?i*@3k zWgGMOB0!E6;>zx%2CdnTtAfyih2*l5Wh`MG8+I}ntv6YKSp$>Pmnw-ee%%@2Lbm7M!BfI8X*S7ZaG2e8$cZivODnY#G zVsG^}U$ASCqiMU37xNnax)CeeN4>{UCFY1PbjYo6e&F}a@B{DlLfe=mUg>yGwQLCT zm=;*l(_N*08aVq3ZS?m?{0Ny5#K4)hh_Fy3It|+!bD%kDo)>y>#G^6C(>=p(9v5Uy zD)jg-3(h`h%t!snVK%V6d9IW&V^d*fkd;BdTI3jCaFkoU%?e_gt?gkm2RK-4;M?j9 zQ|;>pw|I;3z+>LaI<~Qq<6Y^Gk#F5L!PC;(Mh@^|lfBhp)(d?fbBzUY?(=PG1t+QV z6Fe$+nc{Yrc(65m!-dv$Ov0BzLdKIqsLdwx9cvG-2zq2k+q==9ywqerG%m(Ww}oB2 zZ}(fF7mBm~YYP0P_)Pd5KYOTGiA4OI*95dQJ6ulvBS-o6w1v0WOid1I`?;Z8cy5AU z^qcTL>m?HCexJ$aI$m6uP{W7fsNamlDwMT$vaAOiw}DI5nRfP?fYoG;cUdRw`sbTr zd9j*3y~>vzV}^0#UgYCG?{hvCV6K*mFRHiMC{($dJUG1LA$AVkeOFsKRJ)?`r9}Mt z8DbAl39xwcjG1f;Pqw$%#HW2P62yM5@xaly&}6^xJMjYFbCO>>$w@)UJAy<%Nj~Nb z@l2?;15tB@^OL*T;Eg$hPpJIhTxiiglvN$h1 z+sXlImJO_Bb6dI0X5JEc_uH(a_B9r?{>X$DpB$fv~4=aH{NyejIe`2~uS3Qqhmp3+&?f z5E+(l5BsXm+a(xqmwCU9B8rt1BGnd(gA%@UERxBxn~$k?Sj&|@XR;~QwsHiWaFcD+ z6D?mNsn2%HTF=96VUCX)_XgwUdA?nI%RC2)gKZP60JAOYC0?8`xkP2R(8`vfXqMOA zDRoH-g5Z+5i>qnMzQ7L*;BK-wk0a>J51hth37HS8Fr59U#TGu{1OCRBG^RdZ0h^gZ z6)KU%$BbbL*K%8tz>0i!WVv5OH0*mL*%Yuk*k6A_H#Sfn_y#x-kdIgt(x2{%yu}nI zPzR{YJ;2T6@;U2h#oY`f6F8ohKrIfWJb$A-n-X^YvB-XYU1(iDiB~D$yU5NgIa00- zckmB-uz>S;l1@8E*b`?@;A56EiV+NFP$Yi&1Ri85HOV2LI>o#P1aab1SU>~7Vmr-e z+05WD=x!_V1OkesY@jJ{3}^5fu$0EE=62rWYv4mp4T5KCa8!iAHHQN71IJ<(FpuXr zltV}X_Mi;onMwu~n8#Q2WCIWL9Mw3V<7mqwV0B1*u!ZeFEjE!xOFGgzfkirrz1frD z9KyZ4#-;2_Mb`YLNe|*W)F_sPADAzk|YGtvy=ex$O0eH5G zNj5UommFeJxbJ;N66_!sdbqm5(Z1@fwhXz;eqMstP@fcWinm+UH*64jgJxoTlP&Ks z*Q7N+pcptm zDmh+OqDd*=ZR+CCpfST{Vv2VM_n%{|Sfcb_QsDK*5)xUD6GyqkWlj}eRU7z;>m6-J zt2j%2A~Xb5G}{8JhsV{7`&3ZRaB+$;zYJ@>-wFv|;#*US(YzIxMh;dNJIK1m9d3v4 z4uuBADHhVmEiS?6S@^Gm%hlXqw~Ob8E%UQctGu5%-k1-1i|2d0`RX8>xXw8~C4Lu_ zyD!-2tddCU{3O9wsAne+Db`|heZ`7i@0O64GEc4RDEoS1!X^)Xa$uk~Ob^MuIxhGIWolpx6D!oVVv|KC|cLpM%jZZQDF?vaC-7jX%t zMF?UFrS?v*th5tag0jDo>a+}x@5E=93e*Z0evSEtwd@(Pmo#8D2mXdPn@P=(p$cF! za6)+WJ^x2Gr?CMzn-{4G>_rMM(3+~mNCWCqpG(+}iqxiFNa3)Z7-A%OcXKu|F9?DM zXvRJC+X=0D)OWroP>ZYS!$5k`DH5MMlVloFNJLYi$aQI?(2MVw#ugT^FG=jl`E+AX z_77X;eYR1Znyld!y6`x16NhsEslE_M>vd&9;a+G$)I*S;u8G=15|}#wY&Y@&k9K0k{0BQ~Ez6Nq^!*Ye`f~ARlV* zn;K*ehbFLueN7KO=6yyog5G=!l%p#Zfc=9VVhSzj#Q|ZWkGj<5blTFGJ*gb9T)|j6 zuqTAWR~~;O#zzVFJ_lF`z*3c=mFUFLw2Ighj^`v=QG=%3Lm^4ek9^6?+(Zo6OjBOs8{P%t#Cei6JjQrhFobdt zzA0o;o7?C?WgtH!c1q-4Yr!fq0`GmH?8Qd*kM!qhz=M3sQ@p_OoW#ro(!K3`RD?}+ zOE3jAWRwqkgS-K4-}c#yYPUy6MDL*?5d z%%SsWPiMN)os&48@5yBzm$HZpxszUO1#%+%R)q?-C9+ByO#v{A7r2)#z_d+nnCv>4FF>-0i<7}mX2F&L))&gs|nQ!SEsX33C zG>#nCWD5Jzf=9_?2A#>{HtI2(Lh`Afc!<3jLM8SijWil045hm*x!DOUjx5Pa<&TiR z@p%MzH-tG6dv0|$Glx71sL0ct%aNSND`c~R&)LK(^4P*!(gMOZfOC0(estqz{y|IT z02fk?dNkoII+4j++(>f{r6K!pI&e^+LPyX)f^SQ-#?K&=S$xb>Y~w?k@G$4GokrZn z85{*b1q#?ui~_M@KrI*Ndfs9yNvvT7TgW6vL(44RBrstVT6e35*8exf ziyal3e&W{fO7HQENZli?D7JB(n(s4?Oh6aq7a`ZVqZlHssI(66)+0dT<@=&l#m-?w z_EtYD!8Fr2pav?mIBU%a4y%T%)kR)!Z86!nAG>;sHZsHD&hU}BKe?nsRx^G9aDW@&9!ndFw%Wi@Ga-~cbf)&itR-JOfUMhUxxAD zKg+U&cP?mQ9x}z zp$0D`EN>GR>YtEJyI`ZTp%_ZNfQxw!Xw3V?eA&B8N)`Aot-vy!H&{ypj!&Ql2N+57 zfIhucipvs~)A&~hl3$Yoeq;$p{1?rnr3t?O(h}p4NJMj@^eFv2zaX`CnL7QKBu<0> zl5_MoDe!p4&_7}VKc6ciyv^GfOxK8y5VkUg`5aZGYfWS#Gbu+STGG7OJra4I=TU)u zfV>hy_i~v)`x1WN$WN?hE(@8>5s|DxCCes0=a@gSgQ-+XW!Hv~1S#2{_Zb72#3_N% zd{5qC4jV(a{|oes#8GC@pW1ZeDh}lwRsnfz1hz4Ne^Hs`+`?h}qev`f4*N1JJX%O& z#p&ZNQJi-ck2fMBJSp$3>b!F`p+SF!H)wl->%kmiJh!!SG$_z$!7bADPhddd8S98 zkOzxt#>6WeW=Ag#%Ux{TnSNo+tGwG9J{_^3;!rOV-!sSlCfn~1MPF~-Emr7KDU}2T z))Rva35n9(roJno>A$}3__}d_G|!W*8VTrL9K@3DKq1E+<5;U`@ZTNssuUqGUtp^D zsQR!mr}(yM0Y-M5ILy-`XwuKZ072E6PItU`qWKPxFf8GF>erD<&s^$T4vX)Iu4HA!Rx3%S6>d7WMzzTNy zgBv{4_#epozk3vTO~L?{<<%Z;11o!?BTEeD$aR+AIKzw*&lZ)=2|)dwhk(opYyZf{ z{h(OglOo+a-z84)T|bJHde^#P5X8rUUv`~qT4x~GKjT)?puBrdV$yYn1lT^@S^8A*s`X2b*Nd(g8^-k@A!g)9pKG= zs*bR_Sl_|FA#p(w1=fy1x|4iQ@hmgcwZ?rsU@=CF1p(=Ejfp*reC8?|;l9 zyt%fuu75Ypc^(%8n7<;v?ni;^|KZ;-I_{c$Zmrz}dZHre78d3tZvbW}0bQ z(5Kco)ldB{e5MVNfiBl}5@Z%SPplxpifn4o6TTFuy3Hw$^ag7L_pcHvbwA?{a<*HX z;`OF_nGJ$aM#Nj)Y!5Ldpdgs)A!3p>9HU+oZ0T}+C>#VZZi58y%GLy0fxE0?fjY~I zLHWY`PLr)-+_>1<`RV|%tG9Tt*v(05SG%~?tAnf3JlGTc)XC!2zTs`A*s55B)-EgX zdqLpXR%7C+<~vzj;5}Bek1zV2<0V*%b`xh8sjy{)Uty9h)hBGAzFS0rt9f;?hq+Iz zrC_90BaQecWt2Bw*-{!r;6{n%rp--!zv!4HJD8}8Q7KB66Y6;dk+pX#ZM+R?=c(PN&AjDV#rM+r{U?WuEaFe`A zo#C0rjrqK@#O{u8oFDp%w>w-NV;&Y*9D%gZn2KXs<#KJ$!>MLi_D4ik`bmxX08z;Ug}$Z=2$1W&hDmq zt7Yxv2DOHrUF=%>nB+^=3fMOmh@BnlS1xj0v7!Csgq6ftaiRHkw7K)m2x$Mcu4&G7 zvm>oz1qT@m_*wFO+uGt7Pq3p?#7<5!BMfC7X6@jPKiM#WpyxL!@N#2*u8y#*w~7lK zWt#b39xB}Ykd*DUh+%7oG>;ImT<%%wo2C>~-~~mN+Bv7%?tWqAA(5AAW*twQ-~E9>kJ#}?^y&mL*2r^R8RthrWp z@feSYA5%w2Fl(NNc65I}1E%C)87rRRlG|C3GNRlygO%{0luiA^PX2*BxB1Y)Ubm;2Qo%XNg#R@1{4 zPBhxHI9+XLFO+K7G$Zw~zgqg(z}t>?rPgkiO}YD!WA*ix19igcc*7|Q(L{%&SmGR` zJ&8T^)g!rDu|j8BNl$k<&JZ2V)f{iwNG|Hw&%=ssD96bzc89j;t(LY6RS?5;DLH2N z)C+ELfE>~pY~fOu=%#_bKGfY{&C?aX8zVod4yug>CY2LTZJ3q;rg{qt46%WZm}`P| zzQOGDRr75s*Jj$OgYcTYoMB6Kq)bL*MGDdtO+|7|^0ITRYPzGU5=JV)JyAQpkGyy? zA_hg%=n~sS#K3ejv+qJeBr_t5vaMu1tDojqMXQ;5x~)&E@LU>mxWX5hjQAIId_A;hToB*d6lBhHG5sZl!~i-=S- zO02scaeOq3yJK>ijpCG8Bc6$zGH09}vY0owi&|+1(|{1-q4*@;Ow6YpLaZNy;-&aK zBIZV|xGYj}c|=6)5~pNX*0Q?sE{NQCAm+yjA@+@kh%RwM%u2XKO1{LBIkZiPUD66| z+vphsS#jJ-=@kJv7mUTof~^?!=1tK2p&&+Q-}|;Y%#dm^drePE70x z(W4Y6a8ab<;E0$SH$~m#B~FgE@qLU;Zm(hNTZ$hj^XU9EGvtSn8@=O<=#^Y!Y}AgE zVouD9-DA59dsDm|5r=0)h6hGYd>+3?%h)QO3+dL%cZJA_cjNAK8?zFtc}TSi@W?F1 zt!4#yYQjG~H$F;ivUk%2HT~j0NTW%P`$kr!e}d=WX33UNYWEp8gA*dR77MeZAMS8N$)$7AtfjE%Vw zadEVX{o=eB93R9_A)_JPpg1JfkHceV{3n{mR_yrMT6wk9~XN?VTdQ=?x-81;>_qBtz(OL zC0Bzll^dO8>WGbP92Oyb+(5YHB?vo{UYSTbvhXL~$G+9b!(L zn$hb0^DJ8Z5{KvDtk9wu7O#ZZH2xW<#mRAfw29-RFuKRTT2N=OI9C9xoe$7Rtn#QMopwz!77W#&R3Y*?BA^x-V( z(Zy$G-sE)OnP^qLvWQ9QmD_;he`sKAhBdZYnxUu!y?yCzDO+Y(U=Jo&eK2FcM?f2I z+C1y{E&QxDp2#Q#IN!@ouU5PCSC(3a^?aG+FgaL|?&0*V9TcFo-BnAxp#T6N07*na zRK4T~jpeKFP+MmlUso49m6Ia>N0H&TwzsCyUeg;3ylRlM98`uCTF36@I9E##$#Je1 z{L}o5{l;ifs^`;czAp7^8k?e)H_|EkU;A3FW>$8neEqa`ss;;{|NoI5o4x*fJEoWG zt7~jhoAr>1dYk1z+a?qf^HOER&I`>L^@_C0==?T_7b+x=zOXNqe98#BF9JgUO}V zGRuj6OL#6yFiBf&%NcC)%|o%L{KHyaa=O0mvyR)evzhFEK;w+DCHUFZ4%XCHXzURi zD0Xs2fl9kl?|0pd7GNbz%y~vwE#vuZ;1-4En~H;_94uF^37Bh~=~l2xn&)Lgsp84; z>Z8~MznNzp*V{zO7{|FnVBPeQD>}`S8fk7a?$AzKVZ0yp%(~-(ELOKEc*150gLTP( z_>CfUvfh8Ov007pNU5uqrWj;UvaXra3{77v&mLB{p8q;t^RzR!5(1q1f7GA0UNxU@ zW|Sj988wzk>^`^9QjG}DtlaD&O^oOyG3{_A${ zJI5JTaD#Om=|^qdYdZd|wt2>yX1qo|x0}v>^0Zx?Y*2Kami;?g7s{qnLF)kXKmes zUu~E$OK#~+>#3`ei%mlIi2dAcZkmmwyL+tb+VnjRFu+99 zte~|H>glXWdI;XZM_Ffo%suk#qoXF;Tg6vy@|J7uhgDpip(l38C_XLlvrqk`j#j#t zQu(K6)ex`cDZR6JL#APh!CBg0ZU&QPwvl&MskNoUsyA7|o4&StWy45+V@YsPR?$Yy zIi?uJzJumWjDspVe~XQi`k zPO-0d%G{?I!?IjB58AL?I`ZWOslUSOTaHj`nfwM8f!{ppDEpLJJ2}G#`Fcigw~8YC zW=59vvoH$0v5-rmyiu{KyTHA!@};ePoOndfN^^#=hDZG~!|IsoX#dLaA6BPlct(b2 z_;37;r7plTeByp5+fqvh8RLLb+xK&OdilpPC;3lY=ejJBo$f~GxY&u-F;Yt_X>Ki7 z_-UbIzi^{|R@K`WOmw-|OYJd9ermG|6dhL;zzhVnD~tf4dJJJo$gBo6yGba%Yj zrg+8GPOzI=8adizBTaC=b#3f6Z`#tCIvJC7?uT@Bv>zO8jQ!29h0|=Oe+K6k-@8Xo zZ-SeBuaDv8dcq`osqK8jyn-gUBJG##Xs-R_cslU{-stMG`m9z1T4DU(-_@UhF}_oz zc%e?h|L@fLyVSLo1FgBx+*^WaR!J|STyHUUh^9=%T$3 zZ6}4c26|f^G&kMq{^e>1yVXesmh;<|9F3KP`2WVz#)ayz3md*O>U0bff)kslC3}b+EGo7i!#k zl0z`t-fG*#yI`izJ>U{2IXf{xxIj}q4RF5i)y2K(?BwabQs6;*SVt%8Sj`S)T))_u z#AP?dCTX(YM?IN-*AqOd2*vL7CO)>QeD&0lW0i&c8&$`v3pL&>@Tr#_rm3yHWTNSd z$a4Nm&A@+rh%?JvUu=TGe)OerppVznjUu-;*M5%ko!f2WEvt}Z;!H(7DZeNGPfn}g z+1b`xc+a~&aJ2jNS1X+fvyy+g+zC?nNjI$MCWqMo1xiW?1|nBG%raXp<~h{;PWP1J z z`*Z6Ep}zGD*36OaP3M75(ZCOCC*u2SI>F#avf4uB=%EKj+rfc~ zO-?KF>ziPK+W660iSkgAXZsswt8275+RHQ4?(!5Nq}*n0clt4LZ8Ue1XI)gIkF-%a zLtk~Hz~PQ|xs>s4u)8lDWmZx=u!35~yUOhbU>6O%tiJo((q_B!r zbdZMz=9wy#q;IV0ddGRp>dD^gq|@7LPKjPRVWiKDaGVs5_PTd8#TkiilTyzES|vGC z+p2GlJ#CYaz0@wHQ%O|t-!mfE`N_xeM`C_oE!>N7j<#3YPtgXA?B^fOwUs@5=nF#) zw72*C?w^XJu)Ar7SP$!Jrk(=hy;04cf-ftz_c)I`(MDF(-H|Tx+H%{OBUS!q_(?fi zx@M>=t^ICymn6(sk2n(Z{NPNz9HBsd`T}#@>U4)&(-FQ9=K0u;?sI9G;hf(*=yaz! z$q$K;o|5j)^meHPz@IcTHRCLGG1H2Pg3h6~Rgmu8RH$|hmm9QMN=~d%HchmbPIhsH z6;bHYL`%x`ri0Q7R-uVnD>mJPh0YU-wL`H4;6j(W&%S<5 zu2C}6r+k7L4#Qf$cB_<*rfcF{&w5u8X6cm-9R;Qvq_$OT<&A257BhWb#Unp*tAE*A z3%j||+sj>cUO6iC0t<{Y%Bsd_QL4DGO_J+WGER?olxO@yf1i2C8`_vG>|&S=O-L)i zEp(G-EjbRhiKZ@a0a|;+-dX4Ft%<$OaFyQrn{R@39I2M49BV%?%bZdfvy)A+l@96u zSJqNJt!$e(Eo!;b?G8+~{#-_WaP^{IGH}#1zRD=o+sQFzV_#S5Zym)}^g>2vZlO84 z%e6p`?=wo!OWaj7#0>N7gBFR9udg*OvZ>wej((nYupC3v+6;3vv#R&}rd1-IBNS_q z-u|Yw(b*%UiH9m{ampJ>a*fX9%%C<;?a$(qYCBW0m%NlL_p+PK zby%pe_cAWPo%FGfCZ?MqM~8HW_dn1x<8iezU0u9yW>Utznawih=PSy*Xyf!pQ5px> z+guIOMcp}e%pgW7naj^B747c7mOtb4!q;ROP4g5E%js{D~3%!alnBr6;lFzGTW;nzv z9=5Jd)^(&ST%$-IXX;}EwG^9gzNyYny8@d@S)jH_83s+UY3lhA-zYN4NFRC1IT)Q4 zL!FQnhUsdwZ89v!b%fuIS1g6I{Oo4*&iWPSEi@ok9}4&`(E(;^BIRa>>5MyVWgQ!NL_;lomxy_e zdiq*5eV&bds)6i)M9N{dFiKA1G3aDd*V)T?rM$HH8Ry~O=4Zteb~aoa`y^-1afAKc zt*w+sinTXelMI8a>Uil-ecuHx$oQ|Lt#sC1j)odZDbk=^-KRQ`15INykN+)s)r1Ee zX!sKFFl6I$rhD#Tf#?0wGA_P+p~zV^l)$@Kh5eg_+LzS~ic#!x zdoK6Icx~6b=AQS3awz8U;W|(FWSvuw>VRdJDi5Go>pMG8CcIY88J_$ zn4)n8Zv#9?>uQM(b!F^J3Se;ntL>o3u&m7CS`u$j|6VylkL2 zx<m*~a^ZdB6m@o^XO+lTgGH@*L_@ z7yDXgYiQujWM&<1J->K8>FZP1SQ5buoZ>a+B|5o)zTaJ>BGEtY>^@ zrmp&yDW2gfAA8h)1lG{mW>(WJD~SX~rL)bJZFH)!GnZ*R&d7Kfv*jC)As+S)7O1CP zhTrcyoRH4CEpUgX8o19Pa&WwoET3$ex7q2?Ly-kZ8v1mP+T1L&b@Vh=G9Taj*&9xF zx?#3YC*iHAZPNLD*>zg%;@XU4$C|$k9ba;AIiL7<&a#eH{^gx= z(;&XJwYFB$(Z+h(%noiTbH590uBq*Oj*;m!maw^7FxlOjI~Vix^o05LwW=%pEYE*z zT4o_%J;%AnD3iS82yKmaiay%u?N~4RG3_F}V!06CoEjvoPnE5h6ld%(&+q8&9H%HU zO)b++G1R^8bB;dFvzmO&@}w=@>QS}5m*m~nv5RRMdfi;bX{L(W>5AOOa->jX2Sqlu zqSi)v+HV$EfFrfBmHixHR7S|Z*h-2qcd2n-R30aomh`}>DGaxkwXJ3aD_PZA9>~~o zhPk-QPVTd*PyC`^Qettu+wrUpZncxcJz_IwI4VulJKTlory82sQ#+kJYM3{DWNnwH z>5%@w0@vBWaXz$#S&nr=vVNqGtm{|Z{6k&;@v%I)rW@-~5BbugZuWsGPF=*u*~E5k z@v5&3cZwWudeBbVTiMojwV!*I3jtoW+FR%?#))-k{5!q;WTfJW=p02cA#&rx=o|aR zY0)S4i$+m9y2p@+xH9_2kjM*hSo{alK> zyW&*DiSPGm|anM~jGfG;-qFXb}yfXWSb(F*11{sTdOZv2W6b zyfEI6Pa`)jN{+oL#CKVD&?ojvmaa`)l_zBVt~Zk=*B^#>EG~-Nq~p;s(KhBrpXePA z#&5Ar^pA)Zac_JcwPIfS=xZaDZsEQ-Oo?eRH^#-YaYAenwU-O`l@L4EptG+`8+d#M zOU7LJrsyW6xq%)~q>chByHRdBeDjHxQi?Tlk)|kAY9-;dSkG#D-e?+OEzr+$QF@)g?xF(O24HXLluE z(;TUc?5*__`>ledFeM?%RjguXQ>^bOM_ORKFHKNnrr*8nn`LkYuF3khG6lF*LRbf% z+0c*4qubFzx~p%R_2p)~=vMsYKD*+6E!Q?3G+Wb{fe8->31nV)>;M{`lfG$YF>{65K^HB#}p1>UVe z0iG@83x#Isthp2h*R|Du)@S=!TU0>~B1N zvX3F^nGwTI6YyTSJAd&J$zSte;G6l-97Rz>i)@~SXH-Q!_jmhth{ z(nF7=f_;Lap7Q20kQ3KwX$$Z!R&$ucz2RD$7~n<+C4#k&J8a;?tSV7zn+>{oLqGrU zloLE|Cu_Oez1mn%YKGf7ec5`+($QHnV^`;Ej%(HSyAj^j!P*8mNgLCR^_*9{;6^iy zGuetdJ6Kapb8eNWRoAX))$omtTw)vhdq|;?W@R*tp6x`Z z_%-3;_<=gd#F-@#j9$M(9pD^7h@B6@u={}ZA8!Ihs z0j}){ee7Z*gB`4n#)&%2_8!(#yHbkb`sulDW0%>(F>dyTtJLy=_0hCcAp4;7(wYhV zO-@#>=xWXp4lr7gAFS_QedKw^a0|?}iLGqxJ;!LJvz7gBR&sP>{rtBI58=La*rj^0 zmkW$tD0W$0n676Av&lp)_4bs#tYe%8)<_R!@B7t$PBBG0Om=6YWS5|$T;r^12UmhG zoKuRBU}_?`?Ts=+Lv!8Y;I#Slg*-!(Xzy#bG1VqcaX;3VqgJA8O?AId%|fwp>9p7h zF7%1FEB(u_#+elk;WW}qFU<43x4h?>rQUq5#_P4pO3#~LW-{Bn_`b}3?wPneddBZH zoM^Wo=0sr`$%=!j=qLQ8M(*y?7y86FDPw)FI4rqlvk+Uvpy-nLijR(eL_~+U zIUv)2M?plK7CT17ln_H>K=hAy;(_QBsn{icuJjZ6G;)^csTReQ z7#26gIk9)NT`FGakxSbPU1B-qmpPV{Wv^rxub<+?8tr{ha>cR>=G#mlhiOMQ#6by5?$QkREzj&3j%#E(#4b z-re#Y;ALBtQ=7af_tk0IWca|V@~#`(BF*V;e)Q zfkDplqL1z70FBTrgNW~{EE_n~Pur|}`P`=&8F9?DP12;L1W#KJ1KeS&#K-)pH{`iP z9W?N~t$gZR`8q7bNLn$x<`s8Un_oA_%2vjnnC4r*`oNopRqK0NvqsZ6{$h+AcU3W_ zySfGnEilezUaZFZ8LyKqmWVU4d`6B@8kgDC;(sVYDr1hDox}^u@@VIm+b?-u6)0hT z)3ipknj(An#d|eOBR9uKhPtbq-XxX90q$SkX5i`ylT>z$F05c}N=j=v#wMmhp<-jC zq~vJk!fO2utsUhG;}hQG>P6>DYeMDE1PvGIO|Lwf*U&fdfoHv0<1CPMZD9)+m}Zu5 zO*F>q-l%d^xn^sDmstTW(AaBP>e=Ej*Lz7L%?$UP9-3-s3(YjrK!L{UBtLqbT*aCz zvW9v-FLwr7Qcv_1uBjm}_y0fKs#~?t;8kpxZ=y*O20O=m!#rz3cRede`v;AA_!tSd+RMb=@qNndGiH`I{$vay3)<&5Q`O~y zrsBxeRMW(R%?zWw?QPF5LcMO8MFzE01bCiDvjljGBKJ5|v6QyR(ZIjVR%9dV81EDV z-B=?xceeH1TY)gl#k$%`b1OOBiB%Y(TS(O)ckib1-1fHsFEPRcHZOxV;Lk%tJ@s_D z`F`+=F~0Yh?@H~nWexMSl_9{ZnrKpn-!m5*Vz49AbK7>>xH3r*d(n;t)<~$Ni<6va z?^21IWj)9v@eOvYl7h9e+BHaww~||GG$;E13tshlnq+C&!U{U+q&F_|h1b23(Yaxz zDmY^+XQ?lQwk*VV(N#Ca8LH_NJrePq;J+GWWVco?PBJ@78(0)RA)WGBIeep5jeZyd zmI)`;jOAQ_@7FA=j%is$j;>DdtU@E*3~tg`KR5eki5s9+Sb!U9kra@XU^;TG>us-i zB5CfuB8q+JFs+UAagDivS~=cz6)ZRVE}eE?S^QYzJ%eik#ols@<87{)=C=1rT2TKW zsd>@!>AhdqsETb*=Xk?eb~C_T={NC-!_(LM16S5)ymN|solv7qN~+gZ?(9%?ae;q( z$3Pve?LXd3rwrAg0Mp0&csL1U|D>6^e)O1a^>gaX{r~_V07*naR53sx*BtxX*u9?g zj@4@LQS>vxLlxR{j8qjzxgTrT)n7As(-w~NwpAQvkd*B`i&@sv!pUY}gx!(nfIgzy@ zct=rI$?39>TDC$z=Nj!z_iAsDE!DT1$EurlpmZ_Ae`EU?8KO(fi->>5&JnSD>=&QK z4>2nuBDRmg@ksOt(KLqEaN)xKQ7hi6z)uHi%x!EI)Gj#SG&k6}M!h=nssJ zQ4}vnDo%{H(LE-|%xIewDZCuw{*1G17ou+DL@K(*&arO{i%+9N2yyp99M>)5wq$uy z^oq5kFdmNlm=M=QZX6S0Y(x~rmeD>6YVbMi5lyOzX?yA6tPqc6{69B7j>D1yhhA}e zH4rXElqtZ&A{9GE!$`&5F(X>WwGpvxoS(7BZgFKqM2v}3A{Fn|Fva(_Q8zwY?0#p4 z__9h@Xciro(kq=G6XV@@BJPaq;@-k_t+@b&Z-cb8b8H?Xci}=2ZQ?2Ag+sRA}@X_bq75&XvrrXUgMzGdzEEvjU)UP_m&CsJF10w3E9Ej(z1C+uS-w|d-1uFNW%Z=|g}oA^HY z|6D!&>{v%>y--DUVVXmfm2Kk=Pum@NPD4Yt`_w@?W_2xG*huNIL{IM-#dclpjGUJE zdZD#V?BWSy-K~i$ZIJY0S&wJkTtLdirRDofpnCTuHYmrc? z)g0=3#^(04iwTR^Yju27g|mOpV%Z&*6mMA1G2XX}!QM3946}`Lj}HE23r%h8DJNJz zP3~Gj(O0F|=c=FZR(TU9@LyrR zDQSPg+$=_klxO8w-z;Mk$#bBebrY^#Br#pl681~JS?6W0|3<|G`1^9*v;ExfHxnw5 z(_U#CIATsxxc_178lw}E(Ek-E_ljqtb+WwgLMm6ypdjv#x{)7Ol)J~=5S^=V<`+VR zZ0xF&51bvMTRa>S%Gml%{5KAYh9UApK@j+f?pCmk z^VP8}W@i~s9~&oSJ)7vLtu8JUdb`%K1}`$(yNMj%RGHlE84?X*`9f_Smre(f<*DP{ zCn55pZ5$s@#8WXWK92Dj-g9werO$X`bf`i9=6NBmtI(cL#ebt9E{dGU&+w)%Y6k8d zL(wvf_A|{6zzL;OPY1~@nXLwL_tbn_3Swy#}U5aq3x{+GmMz!_4>;gNx%bs@E(}r4W zXeQWC7q?Y1U17HS>{VkGE)$$*TgO&t-`(_A%bD)AV48&f6YZ6ux~0@X z?7T`Iv#XR3DzxV>-ZaW2we00phns8V3<2)oM$J*LTpo_GN$SOkzHq8xu5g@3N@bp`ltmQ0)<9}#|IW=rrE>kG-xw%%= zda)x*ef6;lSyuSYT07r?6|TMwSLjn?tuG4QsZ+Z6tfFXOvkH3CueM`W@@T!RFj^x= zf!)jX4|hul`#Zbafv(ohBMVhct!a!r+nc7XO*B&E{q)maK|@WjhfNkcLw2)*x2qHi z8jW7dsQ|aboTbkT{b%7V{S(H6-X2Ywu2c?rPIJ7gDol*?vQH{pEK!x<(Qr3Z;kfo5 zsZe!P-wK_rPPs0z|D~w*@w+KjE`zusM815^-Bx=}vZ@JThiN*J=9c}LivwY}% zgRA(14$#y^?yTT^f3%GcG1Af_D{%0i!w+@neSj7HFUbM7~`jmBR^AYM7kTzaF@E-6wGym zrq;Eg^{lP6o+xsZEgaz>7l69%aFcfCxyRfpD@`kVT6>3;(~3G9C-}}8HRiwyFY8q$ zO3}J9dnf!=&|6d?XRp|2m2SPV>|h2p?0#EFfWOq;-dcFtgPJL6wb4etRqXE)_xssN z>YM2aBeZvchwPl5E#9$#&zxXTqM&WyNgrrwf?;lRp0EApXJ7l&9XQ=R9y80l#O>5t zUpc1Q$ju&Gg1BD~pX%u-*DuEZ_k`2E-bXilah|NVdKb_2ZmK#RnNVP2=O- z*dijniw1FJEQp8~V`|I{@nKf{YHH-f>1D*V-U+2zdsGGEqiKkf7SZBmVzkJJnbrhe z3Gq;sj_eidS11m=yy2q|?^g1dX(29KZh!Hqp~CIUt0fcbXT$XMn^)AcmX(CoF3570 z%y7G(l3uuuX59+F!5 z$d<11wo7eUhLZfWW7T(AjSh z>@u&CmiDrRSylW7s_cbs<$+p zM?K%UC97yTu!Ckg=wcULP+vbMd&Qe3I>4dnU{E`+R?81t)vHePxZbvRf?jDmYKo6s z?ll{EutwecC0t@fRdU)as33LB&-O(_?fhz@l%E%&Y|i(XudJWc4Bh4nmnB2$Y>_;j zq0X?IGcpo1XSxS$qFb_NsBTrJ$jxz%9-gd}*)nUn7U0QpYK*O>OdGhCOTF#`6HV63 zC1{Z*X!!$;%+O0mEe!X#e47d%;RCb(pn4g;ofU^EBf5{IbgxgCu##CtW&*IUvR_O~h=cdtej%!RIt|C;7=zxvk2 zHV~%h@6+@ix2Ahl+~XjF?QLIkFx~YYNwyr4aEiWRN8h{AAT#Wj-1#$(b*y9cOd8Hi zwc`@?Jl@!$&Z<@qW>_WMO>@^?pmvh+(lA9Jh0Hn=pzSrIWmUW?PCWm1RJ zG7gX1vuw&gcqghKBa=I*941D7y4C06Y~Yb0e#@%(`8_@lkr($R>#j&!(|gB3u^>i9 zlQ=UX?hMf|sWV$Q&Wwmz(K_~sY4Krf96v{HypUue9~t9gdi0OBF*hPcN2-jcR~bx* zMsaQ>_Ww0xWPC4g=n`#f_zH_KN7l2GFKwv3EzP$=G7c8`+IpUHfGeGq#Ptq#i>a=4 zD43v*Nm+F=KO4?MbYAl_8cF}rTI*}=>{P)_;6-7&f8jag+sY+=HpWO}{p?nUW>Dt- zPr0jpbdaCbsIy{t+yc8*SV2o^lw}RgGgqFA^-oe+YA4~SX`XVJJe^%`u=(oB)y)x# zNuI_FCb-^8HuApKTA7RjPwTIhhK@4U2#nUUjHg!_GrllM%w+*NH69LJ zC==^iKc`7h>zQd&b)A#3{WrzhsOw(aIo|u8(#%f!>#Qg#O8ZeyU0mk;0k$M*c`Lml61WJ(gLY!pqP6~Ax4;%+(W8HiTBELzwGU?EQalhxTP+& zL50b2=SoSLl8A9&p4nD#vTnAqzMV8N28<9%N@pL37-2=ZZqw1j_Sf1(Jnz7avcc{~ z;ZrjcM`IT)d}SkJlJbWo!M=t##PA9-f!5d5wB=TS$JBTd=t48_`mS=8ZxoyDEo+!= zbUHDE1wPV9eWdjFx=HplRbA(pVBaL+Z6)&^V?$fI-lI;luGQTl$CjGwq??@`>H=Te z!T^W6$1r>OG8r_sbFr7JA@27%D6T>)s_Mi(7Pz-kN8IU0msHqGo2O7MD{HKt>lC25 zA}eA`H`vc_8Y!{>PpRiFmpRoTm?*~rtzG4GGc+|9!?L>Qt!9!EHi>{+2I{HLJ!uax63hZ|)rz=qM$nvu*Jo&GpjE6kqvOev%?z zBJ9uD(BlqwfLolOtUb^=YJ1Wx-t&vDp0o)*G}TnitZZc~B@LQya;Ja$(YD@8K8*U# zsD>X^;JUO&cl|%{1@54Oe>=FsbMQBgbxI|IXtl71&YD=mu0}|yWqMMsf0!p7?VpOx zmhz|>jzW$#rTnHX!a%R;Zxe3|W3r5%Hon3a7;QDX>*Xt7V8#+s1V!`s@Vp8OR-MA#=BK)_+34y?QH!V=Yb0SzIpmtJv|Io1S{g+bbxHG zmE|NY-pF-{^^$n~9ODeOg*+`aw2xo3my)BF8+0|yBs1;c!;HM`Rg6^ZTc^1+S@U0) zD^zQd%vTl1ChjmmGbdMI-~1Ymq}Ck1BY6W$Re(#>;LI55p7t#F1WOu>shiBk)rkji zh|}(bK zrkYw`@ARu*Imub4QwDG3l~&Xt>uN`6?^lI3wwJc@bXnr(n(KNEoa8fCFCsm&v5%L_ z@9;zOYTN?;F_9O))c95Yaw_y}!)=w=hb`@? zmUC;E6Jhaa;!OjLvWxESG0JbgHQZ}%vA0fM^r*9|B|KB}sB5n(@OCU3`}ov>&ecVp zW6Idx(t@PN;_`%_2IgUuE%i3kPorH?x9G|=_#DMhi9a<~)I z{^9?xXy*p!d&ihE(?mMpml~wruNe%nz`;x5I)6C&LnfYf&-6{5IXn)cD5Xt;!RJ%8Y5Pw4B&bTDRypG-z5 z$OzE<>?*z0x3YTn75H2~&Fts^-zCTGC0}EkRFGDFX`z-r)kN~J^za}VA-KNxPHT*YkP@Qkgs(Z_fXdEVWQx1q+`S>1VB$hVTc zy zlbp3^*t-q8FJlD4wU39wmDm{YV>s{+E6Zd#ux;$Vf*SgQn?su(!`?tF)eXb{@j7<6) z-QoxBJ>Vm!V5F9wOcdkw)OUhcGCc9~-GL6?v5Hj_i}*3Q4qQgxYX{r7!ePslWnMle zyUaG#P7(G0LWTa#0$tMot>uFxE4WvpT>ts_SifYcx3SL9!Mz$f*LLn+hxi$ryA87^=*ynrl?X|wMOl|_ZBk<5n1=Xe}6cRb8ix2M|$7+BlkJ; zIp;i|XMD!{a}Fnvp4Gg_N7SYe8Tl9o&mb*`vEUOv4ej?V{; ziwxzh2RPeHQv$phEcU_zmd9%dEPUwodz(Gx@4f7xgBfO6062Qv*Ylw#Yq-ES^yPh= zTw_u80;2hZS82-u-Xnl(={@FBhmrKMoSl`jbm33FV>uAOV7Bul^=NiSY?}8Iesp0k z3m$ltka$OG%ZGbNyat}V9udxF!;YA_l6UuONUwXLX3_y?Z zA}blepT;$=r=2TJ3o}+ImaIfFjUGvGEI&nkR+$~iFKp%rRZ^V@x51CkQso5SRSWYj zZ62uKUm6nN3oN9*r5tD(b#u~^-TeI!Yd4QBwB-LNNDUm6;w;@Q5ja=4GoPC4k-xcl znOVS9d${BJZ0Cz9px#m z%rawj{THPGZ)~Ik9;X9Gc$a~cV<8S!vV{S>PhVP+gQ`SOoffQO4>PGsJ(>XxQ<43(1%bSoLMpt6gVPM8`NPO%oHp#hON4&4l;dO<+G~`eRaR)yL#f#z z1b_JU$*;eV-R29fKLuh0wZh?Je*Ukrg&om^! zQ-qdV%F*%`YG9UE3KhEN(X1)SEl@x<%~ePF>a;otp*$|}zq@4o6X~-Kh#_8HNwomk@^s=^77WvR9d@D z!Yv<(M}Th&Ukhz_3GKg@P-U}Ot}67$1FluLipWp1v_|NE+GB|75SL^62^G^1Dk9Y9 zHUs(-bkRjD&nqosx-k9gQWqjrR%qh`zi%2^10Mqy21|ia?+i(41WkL zmhcqitj1K3tZwu zMzV#sC{HUs!i#=vqk+r3;T_;5GV>#%*L|lUebkYQ=|rRof`%LTg@Lr-y@&Gc(vSdO zrn5`lfYm@n{!4^mYI!hq7|%02Lq*zin%>OEL21h3!zdOollH^`^({KKYXmAD`oiho^yqz3~4ADX`CB1=}w?Nr3v9nYCnMc?_(0fh$jy% zsYwAc@DFW>0O~Q69JC}O1NaRr8UB_s5rA?yfKP8iuIj-JyvG9C5|%1xcEV{!MrPiJ z{38E40d{Zv+wq|k-ZbGG!jo_zychV5QIsSP+u6)YpdN4XEDnC)b+!Nnd7t{^;wr5< z#INLL1LaHtn;5zQ(3|4yCmpYOWHUtwO$C%?b2Byu%23QpY2{cc8jyK{o2soY4<$-V((N z%%(rhAL^S(vjV)41e%i$@S!~eICT$l%imaot)m_dh+rCB$Vdb~vl=Id&4l8AyHSd^ zH6nKRb3Ke;4NYl7A)u5;9`6X1m`8286V7}1KJdFo(uG;{X3#^n8`#t8=iLQn-&h-` z>CSQYSj@-RX-{UJkrIq!HCR%3dT@KFz#5A1F^xF> zz*|>UrZ9w|4?UwsnjL{RgPE+e6a|^#;{9|t=nXh&?Y7m%<2-?rBE%6+DETNv1_B9U z2h~l-jS>Vima*7)laKJ>54;}g3hGfuAr@1W1(av{1LV@2MQdXCnO3Rb4Wv;4cCre8 zb9!N;8$CHh?t5_M6>J4+(49~Mh{BJ|#PBIE6UilxlYy&55Ql>!Bv6q|w6oB+`!knc z$xKa307qHNtDf8pcZJNXW-ueD$S<^b0Qb8@FD8{(g+s{*XtN3H1ihsOI_IsQzx97 zp+KQtioDPFnXAG=?G=$~o;{6@!0UkjSjxG1g<%;9g~RYHkoB44o+D9r0r zB{x~Q!ejX0Yb4!{;xJL{WG0hwvV(DnraM1kH}Xh$a5u2=AM)`cpYsEwXmOtuJDV85 z9DZTw%NX;yDe+!Z%;ID?F?pf6`w%$q4TAslBmxC!v@tfU-vHu}_l%ybos*j_%I^i|^v9Lx^G&P?D06 zV(+O~W>TNsbfKzc>sj6aUiC=aeLy|dGLHPLpc*xqatE_62djC9XDG#+oS+R0*z-Wb zVLSqCU^U)UPP8>UbNHNAJVgaQA=ofWjiL5Kch^WBX;KS4hjuPZ z$Jg;9UGF$9X)sRS=WU=GIay9yYSW2oWTPP2u;WB*;|U;=(d1zlb2$SPV;I%R;&QF; zSwaT}cqHvUA|21uf|X3<2mZ(ZfD+UpKLvT3$1TS>InRFfvVd9USY46-(v+u+Sh3Vi zv5*D@_#z7}IS;I;g_8w$d zgklGF@s+U%@(Az)#WtMDD2H@@gq4=P znW;}@@=+!cA^QMxjP?ld1I1kx?(G7owQJEq5Q6@yHqMT+Bvw?}** zam-~lP@4*1QC(6RAclNP$Vgid~GS1^GAtH;F*G3_J!T;J9m#YY!eS z&d?cOpblXKdIb2vVm*FtY#8p7Xy9AqdFM29E$gIBdqr)3-RL19pB*@%4uBCb@xVR#5FGUODlA1B`X@Mvo*s zl8E4C+S3_WM->16zz86CoQxM|n08E=E# zDwOVg&t8u-JaSmY7mOho*g=#*HWV5s(8A1(_#!aWBM*-l&e4Ld1`*Q+{CLLbj=4>5JOcb+FqO(F3=*gh zEWeE_uf&%ZZ}PI{;hJHgFHR{Qt$mt_2mT$~ZIQI5<3&E^Sc=#sU+1l4B1rdAmqTRd1=c3= zuMPzIQsb7MVIDk8MAC^WmZa;j85t&|>jDfH2=i2UN zxn*0}NHv#n%@2t22=M*IQi>SP=PAb%wBl<%yo2oS7xF}c#7syH=nYcs(y9gqh6a0z~d6>#>R^jiFnN)-;bfOZkyKP-fyqOsO8qx!C z9s$0eILaO>-NAW{8FZWLW`KX#15DrmAJg#`KGnndmBnPI6kAzLBahUiB7DGpc9J2H z0OxW`3XlO(u{khJ2yhXWyY-qWLs7QhBt$9tTa5NcQ5v z!@~@QFgpo?;Wdc}nbJcl_NhxFYv4N*4*N~wi;{J+CU&A(l=&V@4iXv5y!dkl)(P z7vZo+fIaXawcveru-h>Gxne1qlW+&h&B0XrES?No9{kJj7oRXBnRF??@j?=${7-P& zBfuVbkQ#7`4z%FqB=?KJ|pBNxhcm| zD9NzVKUryJ3r>{+TuK`}UpLhvh@%#wg3@@tl?QGD9H;pEek12Stn%$mW`rK;Pvn}c zG@kgode66hdntck_S^XK_WRr_xZ^rsub)sdwM^=b*iy-q+6JIUyM=q;!M_$BEwl$7 zcm&u34?OS)um>J^;1OUCJn#sx2OfCf5nvBI@ZkQz8{k9s-S-8OOBTsYW4e%xBQmLnBT85K$76G2ecb@6c z1OEa6X+wbFKTP+0&j*S>Xy~>jb1IHHO^a}(iAWw#r|*FW9s%~i0}ng`?12X!cm&u3 z4?F^#A~is2Mgo@-Z9BtW4yWQ=bB_`>F^FgBb=!=MF?^Qd)aoAG3P~v9;@HJGyon)( zQ}~b`Fa9qP)yQG`Fq0SfB85r2mN1qRWTPw%649xLb2tULeVr`ke}vPO4n}zmSE*qU z*zag%$v^Zxe=wbR_EV63%x4=5jD%!1u8`h1Y8q9@Y`Mz`e&aO0NPc=%sDy^gM}4(OGgUw{%%kis*BB?{t8%KVTtam;L|yf&LX3A|Q+-|32dbf0 zg+}R=@(9_5Pzn91Xm!_4<4Wt~Enk&XUSod&#koA;Y@vmgaz|x$+5d}tgbFK6$X~sT ztqw`+G*0J}c-u2|(fqwj@5-Tl>L#1{9no-YP%|N$0%g|>NfTsKc9m5wq1;NaTEKZBqf+^{br58C#W6A^K4cm+KVJ zL`$iMUX`?5Hm%fJIV9!MbV*V!O)`%vp_Z0&77DGEBssNBwS;V{r!RCw7qwFpv{b`n zS1mQtIN3B==w~@~Nr%)$-WnzJhjFF)s;Sdv*RoS*-QM8M1$eLQDydD960}ZV8dqJY z+{!3~is^8o<`|@rX6a9%D7_=pU+cA75jv)o>Mhh%vvf}J>ZcIxQcG<%&N$%KDfAWc zS7o6I+T_;xY!&L^(sfFW)lR>wyz(ly{?SEU)xIR!jnq(~icy?$>t&As-yZ?KjxQ9J z%t?PKulc!SRnO?<>ndJ>`cabfwtRG4VS2?ls)5Q|&Yv#3*|;U?OSRBM<=0j95JKzp zwsN`%XD@}CO-+*CQfBQ>RImCPWhuR;fs)oK&=^@93f9k(qJ(CfN4=!VF4rifzs%no zh07JCz4Frcl6FYypfWLp(V2GYNCC^h1R=mdtc=wNgud; zX?L6w`cRTINL>Gm@od*^lTX$hLE`(^5K35O9pF zhOcfs=g9~}0KPyBdwB;RR=F@96*84F>*)%FnX6s_zfzqxKp~(J>nuuywX6op;A4~v zu#^e>#@;(hjCB&+(xDxoIivWF;glvXQ(4Mdw{xnq+x(plxJpjM8Ossfx$Xn)WC7kh zM|qAWtKAI3PAtwOJe{Azhti~@AhmhNxI%X0zvHHiS}TDjMr|WK^nCY6iFKn9KekLa~5u5D3Ah5?INA<$XMdkB2XRtAh1C*c@8#zx- z;Ebt6g5MayBQ^^#Xf_!Va>Jf?q2dHY4FCa2=E!%n>0*C_2 z(+~$&Evm0{oa9$l@Hg8SNGx+W&o1V(jaf8gHgB1V`^N!T#2F6qE2|mB$CfV72d7D3 zx|Jfg`B_Q=1*u99!PKTAFr5l?HTOSB8^*h(;R@jp=h?sxwzClk}95la;2lqjMcO;R15nv5POi|p%WkU~a<3$FL$)ZE`0#m=6+2snSx!^XsCjjZ0 zi5GU92tP9NUoH{Ae6j)Mn2M9-OrRShSwb)~na%%r3n#gmXNY=Xwh_ZHa`OTZP8hJo z)Px=)jHkJltho}E$V3?`u>gp$G+yy8UR0zBlPS(_zTq3nQkyquKmr>Hw#-lf2I50? z>M{vGUbE=L&ybV#oZ>VY?;we3T_*7}oAF^I@6(;n*hd8yo8NPEW;l;owq!SISDsAx z;zK&p0i8I*e!k?tT+4F1pONIE8_nSXR?L$vxZ1XA#rF=J=Nn_=mHE0H@f^IJy#T-o|c8 zPceszF8%a%i>;qAc0CRhU>7e^#3K53s#2BDD8y!-!;2;~A&N`1UIOdeyaKdxbR(Tt)EPne_ZAYM0@3wG>WHIH0qyn$>+<6q)3 z?L9{}LI}C-vG+PU($Nrz4b&ocqEF?6ubW{i9RbWC7de4Bw8IY{;3BW^j4{&1V`B|1 zxI}g1{rm6|-`phYK!mx3NDf|%VH=-Nl^n*Ho%tqy11qpGgXu+uw9 zHvHWLnJa4uU>j@bW!|Gb-Kfb9-Y0-iisEFA*`U@LlioOU`U{X7*vFHW=PqoDFL)DW ziZ9q{!%S)eu#_*T!7@V4H*u99%X%?}?DymY1yGgNtfZKWP9T=TQ> zvEChTvEFVa6Qx*46Dl#C23&W=Nj{V`+|pSmhj@-qlsKb13A~A$%pp#)#+>*cWv)m5 z?w~h6DJnf=93qu@YK27lD65BYydZrSDlW*wBG`#tZ667L+1$5>snw#f-N=|yRkvhNv ze7S-*hbd#Ip{^|nG7?~UY=3Z3^hCHQZEURM7*3)%g&jM27)TbXu$sZl;1atmN9QAw z9%Lc|5u{@o`}vTIJPw2qij%U*=H$6K5?D`5N;8Q70h z)kP@3{?_eAAF}!=Q51#h5V4#R6JhOD(0hU7T9{ z^_}LclETzZ>m)5yMi&d|M|xJ}Ra3RpLt~9|N-9vkLUxPkDkY8_b=6l_BsnxtXp1f? ztA-i-zEKgK(nSq-x%+xyn$}jzM^TD0+%T>=as(>GG@C@LiR_X_$S!aBC{(^eUi#V6 z4(ygE4>I59_47+=kQQly1}aD^C5=-TNzxz{lqCHqe?_=`m3C_5;?jX;dCW+6i9{oC zI?fSJK1%T%BAkuP;wUvN>Jl46iR3v7vX8oKW(qY3rZ;`C1C43OaY9HBROf4!)0{FC z#YP4OCDVcY*IbbTTp}ZO)^U!lL=j3kf@s1QoMR{r@CNd7hJT15jMB+W|8A^B>zKc8 zJVBVtgxz(epU=e%5=I!E@gaav9;Xo5U9MPx?Jl#F{`9v@EXxyyuaVX00`}W<}ylyEMCMRPP(HeMgmm_deJylX>{y+7TRvV?LBz<7)X5Dq*O*h7*T|4l@LV#yVlmaxQ_JM9D;3x6 z3ATB<;Rgf{BZmi`S(HbBJ-8o;6s42fw&N_|0>Km{H(Brcu@AGHSIEL9US}cWjoO6sJvKU9 zyo1C6rm>U_Tp);SG~+#E&m_uG2-w9$j!~G-rk~XXb`XINu{_3OJVwDgnC2X#A-+r_ zA5rXM48xf~3;YbF&m=;qNmst7H#IoSuYAe`S`)@litr>bo7Y&$6sqz8W$@)ZyIIU@ zL~@ivL=$RpV_Z)L3Sb8g(g+`hGJrP;08Y`2)x5&jWZ-?~u*s56#%^@$UIg;ha%z?`tG=QYqpI@LOoM8uq77wk#a;SwuG)8X-tujfG%DJ??c9PyzsA|h!yChu_ zvTLOz>3<5*kA~-29lfW4I;1aTlaJbI@xP6cqn`>{7&9*FEtA`7oPs6gS38}QQ+qT= z&1BOQ?G*Y)lJv7sea*HwE}l?%q0U+->8Nrkr>1MSHcC1z3|Gi@3N)Mo*2%8Ei5w96 zshHs)kf1rTYmVa0eJ^T*4(l&XP+z^S{%WH@y(DRd0#r??s@~RXYGBmw8kPv{v#?i8 z)++hwLrE9)qHG#sIDD?rI>jr$1{-&3WfAS#l73Kt!X@n#8mG(3rOJ9u-m0xR+N_nD zk%&z!rH&lKjeFj3lSErhXOpsOr;Pf*;^I+F_4JA5j5n3bg(ECM$0bcreMx&%SU>8j zq|*x28+uoPa!RVHZzW0l6rgYPz3lqkrA`;kP9s5fgL>!&x@(Z}D^ex(o=aV-yRe#| zt*WSBjPhj_(?rcwkkQKO>Rn^cZ}PS{i?-BTic)}nR5qE}NqCl4W#o=vCQt$mEhb=SBu|N`)1w6~?~& zDxl*o1S{)|Jq7fVq(cf(MO{f$&8})^5k9*XD%c!FYFcR2@~W=7>lf4C+97Xa43Qf( z4i+!!x+&o4acU~` zyv0YXrlzR8ifNcO>ZBsoQ$5tl!ijZ4dDT~FyW3qysj0zfg(@pt->Rw-v`RjTQ?z`{ zck-?ZtGS9O+N~?itntRLz(nu0lirp?JN1ros*4L<&P3(1l-3HJ)3a)-x71CIl~HJ( zDw@yxvq`VFOK7)wUI(?-LfLdm(lVhvx+wI$F?387ijov9yH-g$C%YQCc-8%jD0O_; z#SmVi9_d*|Uc7P8jFmt(#8Lb$T24Fd5J$15+q`VKR#$eih)MuVU@rqLQLGujh=vK~ zTPE@)FA&K5B)B1b$~Wv zSd2}?(8nm*XlER89odNjoa|=@D_O(ej9>>>xX3~>u$wKc;Bl52Dj0_uV0kx4kCUyO z2Tsw2C|Xj$bbE+m1;uc%h0iHNC_((r+gu?N@A4QOX+|!Z@G>x!|5BIoY%|xNK3t15 z+sUYAQzdz5Y`dKU?72&W*k&W4jH=lJlIXe8)WA^f8fP*zG4M1 zg>*n+YVaO1$&%6|e1Qx+#zI>211oP^lmEyov9b_HKXQ?up;X3B2?}$V7uZY=U^fXa zuI*V2O{Cpucu*5ByeYwN1mlf(hsuNdb<=Zh3~&Kvzq*aTzR8z>ppM&jE?Jo6cZji)%s%S@u5B^cs2%20p{45B9|3FkD`$iitd z(UjAiAqO+5%QoN>+E9so=CfWT1jtG-g_%ofF4G){r5H920weGuCuMk@;WXztc5{Ry zv?YvR$wmSg;SLuO9TC}h+a1W3VAL5utb__K#-m;Uu2f#d^2r|3^+@>7doqPa{kzp{*#ET#|s3}z9Lq+<(< z_=4F~;Ymv@Zci4nk77wyGac#poR&ngf;YKHJ~OTcd?`zmVNysO@#9F+Ok}eNa5%pJ zr7e4xxx}r)SscJcFh;(|u+yKMY$H2A;)NGauz(&$7iJ^VJ#Z1U(Twle#uW-v0?2NX z0y_Abmx*LQ?Fk~tjJ!HTFeNRfmaP~P(oIk!_>@b0Omn_-`wp4O#c{5%hUWONm*PMa=Z!CL ziEErFKBl(0o`vP?43oIRYrtYM5yujq#fFnvH0J<5T%;bIc$ZOz5h~uC3+5+39r=o* z6ypcp_%{i#Kd!ENh543HM$nr2WaBK}meEU0q_xY497+q9u(2vsp&yaVqXXmU1T^3s zM$(2uOaF#USJR3@f+)S9w=gVNM1lT>}=&Z z;5@?^X`WY*pV-GGHc^#5G~yK1umN7w$DiMEkN~_(9(r?)Ea|i{3ye0Oy%62_Uz!!* zB-g+J;36Q8a~5bpYua)c8|N*f+87qom-F0+w=H2|zp_qcTk$!w%yL^!ae~K8)+~TB zxUyql=_YP8m**+W0oIt*Ehjk1Q$Qr8k~s5Rl2&6M;4<<2Nh5~xBh4)C3yWD~@=0F1 z_c77~F<|MauHaz3g{2}4*k%0A$EmyiFgx8e0cH7zC_s$mRf34Y?m{2uAjWO2ch$w# z?qC-&oFOw1QM6zf=Ln}QH7to*YO;Y#yv9U2P?cCJnq7<^4Ooi} zFW@OYV}j>FrfZ#iUH8K2}B zUD?1q+5!o5r!_f&Q%MrAT`)X_qPRk^`M7z2!dwDcvz>x8;boeW8(2qses$rq@**4F zhSKYlx#GLZOq{%J(F6pu#AtdMEDX(eitV&>DL>7#d`W+nu!zyXR-6WT&Gkjbr*7<* z$N7yw>|A0y>+m6z#T+6taMI2FCWK2Ip{ZqSc0#zwT>hdEmzd5IGzPBXZA_u z3E2!Q?H;|NQ~Fd0c?p%!E|cfKsJzYXH~xHOS1G-u7Rs#r+N+NYCydRqX`RaG6&=(u zt<-o;RE!E5M)y`ONm88h(+1OOSWA_3RbMHirs@~fR5_iLBz>iq5-HiwC{XRyPN71m zzh%!Njn!n+Y?7cp@=`q&QfAFhbd^1dm*jMz7Fwm>wAjT=@s4RF?q|@-+>IG2kC~+9 zMz#e%bygnZ&BSWdEocf>K!dpyrkon@cwgd$yiRRh~dyOPs5TRRl1g-Wx2K_@&H(5 z$zzomtxR)YyxSe6Me3{~3e})Qd(wPB|60lsKnS(S!6p1DLuMCev{<4z$N}2~$T*A+4Uu-J6DOb)jS=$}H(M73SdFsjn^j#Xqwd6E-kV>?+b4Bj_G0v8BO zk{SAT;Y@XLGif8BKN&`jxFl6S_X6=uXD$K!AN8@ZkPAG4gLLHNF>_LNkbLa4tS`?{ zhzsPz!7;k=Q8FU-7c=?7Qa;95in4`H$?_>aOx!Ia$DIk$6k2(L=+l${Clk=`d*5#8 zLo1VN9fO?K6;V{8r;E^K<^X?lgp5?M=w;nejcRU+lTW~+5b?n7c^m%@CDy}50Gka} ziB*T)IAxOw4?OS)@WVzH&v)^_gA~rHJn+B+j{tk%!TrW%M$wqJ4Q1b1cDcE(IN8fu zj(euiDM1ulIZYIyMoRBnBa)N&lOx$a<9=}jUnbzTt{lS=uJCjcsok7JF--c<;th$2f`CfZ9XGeevvYqaLM z#C6`-*H2!uD?}keuPQ-5tCec1w%VzS`f7%x2)(Xu`pt;iJ*3tKgGYXYg(Kb)l7B6) zQ0_$0n=v|~KlQzatDoM`n--D)rPn|5M7p3(-P>uOH(vP<2Bzn z(-nu+NBNDMKtcLZe`|)u>QnX6Tlz#FDW|cgqMmngG?^&mCtSAOts_UQi~GS~{b?|X zgvehu&CyOx)KJxR$zW8}az;swlQcwM>!h$SVsuh@Ne=ZEDyxsxU)9vW<<0|y0+d_j zR8Ey-m#@5)S>@HV%8@ZvL zHz**`D!QBQ?aV2UT)3#ZI}ChrFy1Mmt8)xtG(&L6Q_1Ux#Xw(x}+#I778$Y zwOX0PG7<9DPm<~wen(C<5wa_*0);}{l8s4wm08|usLwQ4->ZYs;UIqn356)Tnya+} z)j%bb)zUO$m0K+or;f^*jE~Ws2yh40&;_&9TpbN!gD?#c3RGohpVB4(17^V+4MTBnPO&?%LXx4P>qeWW5TEFo!LfQzY&j_WT4 z7)%LsEhIFfmDL;{976x7kA*GjdXwuf>7eSUlpImD6ZH6?F;TX`JSJ_9R7)R9s-@oYRj7rq$=VGLv6QD-D1@fTOP6KW zT%-KC0+rFA|B+4z)mL4Y8KPZN4W=wKFHJLYB(nxS#1?)dJK1@iiM)dy8=)q@WJ9_W zZY0INfSm&5qYtaONIF89ix==G9f91uM@4qyhu!qv{3W)EQuaw!4 z^A!LWi6p;U-5h+xK>iQ#r5yVh!b(b0iYMsE)9klorLD^+oaBV*E>ejTqz7y~#pgW3 z%TzG~0A_H4r7jtKV+o+7@!QAz@0Vzu`zw_w4iqGWO_scfcZbsaz~@vkviF6u5tza& za;9E5s1VwU{z*VoAV{UVKJtg27<6%weoV;aUdaV2itCFvo~A zB6{uk7|(l}0aPO=RTxVbpg1p4jsiT%8b)x50?Z|wu?D@4LKfOrJMlmy*;zt!O46PZ zRI~(*_)^B=J`}@vFjw>?aBu)88GslTF_=>PWd_@<1}(|$@fP>Ymb}bf zCQ_POwB!pGup$W>9e~_y;;Nh4XdOo_(VbIhLj}M_2c|F@hvjI0LODS}Gs}E1;g;)k zW_n0@m~GO>m-X2;{}W_IXA6EpDJhiKwSM?BkzC!WfjVYv}e+kn}|8Ry*U z0!xWtjOkH(?=+n`I7TZr(v~IoW5b^~<}lgZUjRF&$&Srz=H8U0CxJWxoTmZlfdHPy zNesUHz|+*D1>z*|A71BoTH?pc^dyM47-I@>EYK4>-ZWznP!K2C`GeYc@g2>L4$_A% zw4oKp_!eKBv;=}(n8d)z3}zBUQL+$X#Q!>gYz$-|SJ*&98kk&IF-+ro05a2-noKZ9 z)PvZ_3^e2^GE$HV><88}4uA49lZJ%x8odcM+tCiX0_E7u0rvA3lQ~5*eoli~FOw1A zm6YWIGbq6;{J|C=z02s8z(m&YIY-Hl50Dj`L6~+8$M7Wwfi$5iGdWEv%KO za;JHeBp7(lq$s$IFH0=O!R$QAhh{0-=xA*eqZrT^SV<*zTWF%vv?Iq={$U`S*~L%1 z!t*Rg1as6v)fPkmBUnQfYV(uPYg=ut7pTm4jOJaQr6}tGr-eUaHBQO`cDe)GO#*eb~)T`JB1-3+5W%#sD_b3mbmyr#LMs zO9{*U5(mXCq%~~ zX+c5(6BQK|TkI~3Yju^8r5RCOy-oTIQ3X)w7-< zwpG*5<FwRb74Gk1 z*ZDe!{I8`?bBtrI`WcVnJ#3_7M~N<3z3$7qQ=tmc2qy9+%*UZ!Plt+F>Ar-2)7V~UB! z`zoQrsqA(?+SixZ6fJDxXDtn~ZhCy9Bq&yty!c(Lmjpt7HPWk`?;Tr|xsqy>p@rSt zZgxxazeXD9496?+FGpD)FX~}CCAdqzl}$6+^FH&D$++3^W|`+{=Xor{fw``#j`M%k z^B>Q711lNeM}v)&r0tJ#6nZvc9DU6PI;8?`7x!M`)5ZnpIR!%)gypj`Oe~ zPPKziUF}+1*efRz-b9JX8P|7Y&hRE5537RH?5wtF&U9twesf8I*S3#MZSPIHx?N>! z=Tz=Cw`NYC`;sZitO$9+F9oqf9qewieC8%6%0oScIgQS8nTd5ote>-dNL(BdS4Uom zhOudMkDcO-Om@?GQ5?PEvlx}m89tCBWO8a;9pd45FHVU3xIB|%^i7DLBI1xxE_F)3 z5Vyo5aZy|p`y^*CiSCgX$3(9f9FIo3_%?P6Q7KN&WQ|RYKJi_YM8us@De|LU933}B zzc??=%&DHEl{A0ObEn9QN+E8Kh=|8axRTx#<{Rg%}*gaek@mi&Cj3KgG8(tkk+YGIOdWImb_rN27Nf z5NpPf(I+AviG~>(oruwqpEK)PJ6_Jrx=zWQ^^>?c-p$Fp>mTh)QQ!O=mqqt@s|?A` zFIS#BcYR5m9~Z}+aZ@}RkA!rl`Q%WVWW8Y|znopyQs_k1SqD05fY>-loAzK|Jz*hf7!b}csrc!lA_ z`m@sTr!5BGR3H0UM+Y6W(pG&{%8Z3)8>HDnSg!uw_$w%NDv-r;O{w$e#LE_kE^Y%u zeq)cS%i*Lz1uF0dM4>BCfeKU@a0Mz*fxq5>iz=SdGK``H%&=Erg)!j5il?*;qgN)y zumTk>^k0A(K26i=N@I@u?XQc&ykGGy7x46ER6K;`80AKxOT3}KW;V{~)h!CX_K`{& zX{?c!f!nXB(})!yRAhYKpz+3Zw0A10UPgNqXkoPMD_jZTOz z(Lai#ZyXo-aaB%M&Ql>SO0Q~2tQr?bal99g#MyC3Y#L1>FTRS1J(J9;NSP~|M{z{V zjuTVboE@ViB6=mXJa0th*e;qx>*VZHGOQFACHX_cVu#3!vzAIC$M3;?u}@TB`Ay^~ z$AJ5XxFU)pVo2N{tzzvMkkGj`jE5rPxwthacj@#fj?F`C7~;K{5X0iTI4b#Uu8K-= zLR=hTKs*`MqgUi7`hzz|>vAusD0YnY(K%|yh!`JvF(i|-RWqK=QJ<@qbL0!LM!cAi zyPXvOiD%>WD2|Bjg0KT2Xmh#v7%MC=<^ zB*%Ub;^l~#8f(O=@y=4p#QHtBE4Ht&)fJ0UXHE62A|I`^(%I^EFy71Rc;8`u(9o%l zNkdx`UGGX~yTO{8%1%*Qo8(cdJS+20fL zGZnn;OR3t{F)gROZf;4p zrfN=I?4!4xJ!_Eu3%G;77go_vaVbIX3M}Vi;O+dF{@qNTp&qm|y4X%<8!0v?HQ>4! zXBV)A5$X7}Aue{V-N7#S%r!VtR|B;(t=zHjXyRS{o>dI>bEe2{J}-2x0p}a0su`sWo#rYjaj$0-Am82^+sqGsuvX^i zz}+^_2%!I+v61omXR59$umVJ(*UK32CxSF*cLN9bSfflSS6z7~C4V&;*-n?*$CCX*s{#Pj$P31}<=q>Mm7FOB=h~j-Jn9$7&?s%POm+nWnnB+mKvb&J4lJAYl5YufW-^XN%E2ml+b-b;)^AhTS zzccFE(gzja`HE%0HGOB2slIf(qpYVeRqmw)#%H*tYO0b(aA&8qbw8=$Ejwp=saH&K zm!lnNu=|u4n5h`fMvj}MybF0+*~TY|Rn^BtSCkSxtE83&woq)0)Ae&mazmH6z{a|! z&c(D+sVI}ovyve;Q5k(Sc9Q)(ncPjD{7gi;5I@VZjeMpJp7Vusyskr9V*mHW78%Zx z3ak(=bR!=pW7)PY(%w!v6D(c5X=XaE%va0!M74LU7RlN%+8U5jw!&MuNiDlN#D7dN zyxatlx@lQ9U)#i7-L3052fI7NeDMqFYvK(LyU4#aw?@L+a6l>k!Mdepk;kBh!o;kv zNnHNdFi~rDlo*<_U`-WvbCv-~<1xlyYoU^Lt?Qq9+Sl+*|NM7E(~3Fr6|Vph%dC69pnco82n^uM~lIrh4t5nye6FDvFx71ushT>X_0;hyLJvFG zRCQI*$h!`)Yf8c<9dpl1uHYOWdfK6ijP;R;icK?IA77bgbuYQcQCh34nf|J3uab3K zudAyKGukCyauf=DZn@u(#VMJ6 zI=aLjUa^h6wXwdn@vVIPQ)_2A8?C*q5q38~P21YrR<6|Czigu`I(ptN?$_94`{92M z)>Zh_^m6=yzZ=%jzz54It$78?HQ?D=sha9hePy4b4^Tjy80%7%5F(V zgO7v%ImKN%`Jc5Dg@O6l*xODs$v5t_f2owq!`!dAs=m<@dne?1RB^c~Udu7yOLOKo zJ9^Ekj&gzzm8fPV%@tZ*LxZf8ST3En!ySze<+tyXMh8Jnq%9u-DiUR5~bML25FFfx_!0C zM5z}Ia~6^jJ=Yf+E+7lLWT{nOOf~OMrR!OmlsX^j;)lh|YhV7c98>DFFEjB_)d@LE zSu&eWOYpM`D`=>ks4^|`ko`|Vo#p6LT~C3pD-3wW31U@X`9f8j`?BIOR2XmtmQ~a= zz2YHM7;puaRW!-Su2i7HfGeqE{~4H3_nVK|Mi}6mQc8b+Hj2_d zWQK#>ya1}bc@=N8TpZ{PUsXJYgJiNsh$qPvwHc-7rsySYih7+ zhM1XX1m_z0Jt{jSBM6ymj5CciUV+t9#n)dj&N$V|NjtdB6JF2&XL;14I@$t#GcoWI zce%vz_VB8HzEQgomAJt>8X2Xjd`xzXi#+Q?Z;2%R@=E`Qd-OHVG_!nf z5*q65VQbna(=bf)p^Mz&6}Nl9l?L0w%}#ZzV!LRK+nk}BOI-vy=_b!ln&p%ruDIB- z;t{MU20YI?3e3|<6|`}Q+WuvGqn+=>QoZ7P-cZ90j?yPnHh-U2^)tl@_IIx~dL?3@ zpIFb%8hgN@_HnVIWIlO}{%U*E)=pMm4MVME9=iB%TAkDiw`$-a-5l&z^L*u>0ER$$ zzmD*=JKg6qA3Iey_u5xw8*AnyM^wDs3ap3*T&xAw@ol>11oyjB?TkMBd_3)3+o6>f zKD2$Zc8)9EYjr$gEypQH%(T9{?BYgk%yFolGb|V9J0BffZW9c(rBj?^l>K${VUjLc zRZ~Z~L{k^a_md{>cbI!|l#Tpgh!X3Yo2c_{UP>#z0u@+cf>?PPpeSRmHJs%&?Y-*= zXXxP`Fx}e;#Z5E2XL7gR*22DEOsH&2Qp7BcR z3vK3A{k&?H*=CqxfOB1*8v5~`*Ghp?yk#3OT8$)ybe_?fy5}O3H8#Ub-Y~#8!<4v6 z_X_Lzdm8X$wNWS2k~2bk`L=R)W?etrpq6>+nq*?Set>Qn!_WT26tu)BC1ohnXPd1A z4?8&%cIuE`#f(gLa%GGprM_9iRODOV`Zlw#e&#OI6G}JO!}ktM{GnQQv969Tv?m^O zunjV~=%=~erW$)nXD#G;HZ@;1@x4pc)!QfU$(G?Z)j(hCDKRoJ)emeg&-U)p zQg6GvA!Rh{?sgL#;6r;jSW_(&RnX-9eGPc7dT3@qruOG;oeeEjx;{y<^U%O<8u>2M zm;Nf|F$AO2rO&OZCPu1UX8I`Kdw4dNcFR1|F^Zj9PB`x@ z)4gj|ST+#%6knUwdE*g}Ir^-H|>>r>7d`%r$T1 z8Hf3|xtQao48QXv#cC>ArUgZc)t9e{_0>%8x{>`9xDIQje4Fz_gLP1>ssdDZb)s_oHQsJPk8Rf4AAp zCTYK({d|t_h3@+5=o~v)-4O=5!Q1Y#k)5rskpatan5AyQYu&<#9Ao7ncNwImXG+~& zfg;7`r^pQUvTI!6M13?x95u8T9YI#nIw7S*lh3^y1HM)^!P z?#|TENNp=3`^$z4J={6LCXvhC8+#(XeVRw>I{6jm=fT^RD(q+JEHdWOZ$5oSHt>(_sH_xP0@R zsn~8Fv?bcRY8g)Ro}Bm(^DrlemcFKA9OF&Lc->8zs_NN_2ZD`;mM-9bCc28_O`Q=5B2s+CRnp|DILI?SjElh@*1X_la38nTc$an>Lek!d5Chh zclDV)JdrSA!yGihU^}`;V+EM(HgyfMgM-U)yjH{7IN4T?cb|8Sc7UP2F~dOAF&%3q zk^V-8siTQ?RaVs`J5-qO-`9XINdDhS4~4p>Mp4ObnE(k7=JcQ0&{IqIIR~wi{0o4qy(~)xT!FuC3|yQHHS)|&*KX@YJzXu&HuiN~&Z}#z zqq?{#BkR`Cjau2-k*4Tmx(|$WmkrYGx2o}*`&X6F3LTAEv3L;vuorhYctT&=uSL6lcvz!fNqy^_8yKht0S z8Ve{N3yQht+19q@((yL+pu6QMMAJ+Rqn&RQBxC4bu#F#8!iUyTpted{*`#7#xWa({ zD9klQewpm9Wfe#M;b+WW;Ap!%6yVKLafJ}2@y>g zVU+2n8mGF$<$KY~=E_swJk>OFGMHu;Px;R4>iF3Erl@30B2o%-6y>BOJm5VanP_P0 zCVt~2?_qb3=d}K>IV;Hls_a@P=JY17IoQ#*@-NNJal5_UV#h=rbe!s*^`;LEM!tJ1 z-gX6+e*>QCJh!5q=d6w%dVofnTF?G!m}t0aJ~3KjMX9?t*$4W0-L+`t2%W5%F<&m% zE3NH?8fF<_Tcd318HKKKwMITR+QH8AZ@alHG3_JO^MDP^^O{pk_kWorf|_c$DRl(T z@*gMbr7fmvYBRl6QsNO^G+J(Ei7QZng&6Ruo_4>6PO^hntfjizp0vIOso5Oi2wZH0 zd)%sbvbG5(s;+_Wa}4(vtl`E|Zt)NYYVJZ8JK2f;?I3rmiAU|_Ag|jkG2q$`b|_d! z8~f>)Rw&WdG!r#LnC>!rdoHOzu45w|y=bJh9k7h%4b3w_W%Vnvp31=_x0~#ka#iv`n0M5ROv|9dz=xj*0lkKu5Sz9V66F`}SXx0rPE|lNwkt`2|m}szAn+h81FjE7hX*nQuc70W+v#Rz}6aJobDdhRDC1O@Pux@ zur?+*&mpRr>T{ns-Dn+?47uB#sJ8yUlWI0hlW&}F^*71K`ef2h=A&O3nY@KzsNPmL zSBXZ+b%uA-40^anCkL5jZ)f=@cDJJee|w4brD(vP*e?wdwYHb9F~T**>6l5KN5bPU z)oYrgvQxZcjONCxt{9Ibj1s?~nS7H|1D>ZhN$OsKwanJpH$L*N3!S06Ng|zPZ03KN z^AzVqsq@uTteJi6<2aYwm{bMmJNsc;Ikd8$c+(uAp$6J%^Ecy-ZlSgg`Xvou3me&4 zM@nNhTQfgsiy|uK#R8THigOlXQ}C+QU*NMH00^#AFA3=U9To=T1V@mX%0^`RM*jD^UPBf z1I@&cBy)GXO?>G|PvQytB}UjFy^3tRKBUx4WKrtGx75>J7?ZT!{Tze*a#VLO^HR=o zXB~CYLNhhh(omifvA~pxKO0S*sC$n8vbtKPI#fe!VMD#_;V{=3rjPxd>|^7Sfy-NF z*g}LBi{@-L1k)N0^%^l}f7q7qp%2EbAE7PXV@rpbApsQP~oXN4Bk1Fb6yq4+g zYAwUGmG6cHJkHjJdcYeVv9YJEs!Bp!JK7uW&_`3#&Cp$mz0D@=fvXv-M826OdC42j zD|G|ER?Q5@`iavv$TaPdCq$`Hz;_gWFseYO0mMQsu{+YDm7h!4Y+-V zb>U@sws)b<+Lv?STs1KwlYQI5Wc8F7lq3J0ebfW>HpC8YbDwimcalAS=d4z@APZZRu;7<~V(Qfu?#{-;?&sjKeNd$u??v-(j|Kr%oE#(Bqm~7tKspl#_8( z{2M(_kqIbCKA+(^#yx*b-bzaaI#|UR<5bhaj;g6^tZEwm0Ym}~@vbVEX}qsJ=_R}R zr@2Pi%}1WrBrWn>%P(^2*E?4`2YE+++Q`)Qt?$iJS8IiKHql*nw1WZ^=FH3g7RD}d zw0Kc)nXPj?yv9y)rV;WnC2fx86DZ|6-j8aYli|IB8}OD+c8QvpdEr-+SIy4n;S$O>l&7?d5K?QA?o%?4zf1y^Plt z`q;xh6#8kaoA$b@Wsq+Ar%u!(uC%v&s~GNBSF7oLhq%((-ckjt`Jz<9;HbrP0?U5N zV|~29tqrW9#5C2dVNESm({-`MU7Fx_pIO~JZFKU3dWtmF+ov|flbLbhG)z&fKwUd~ z!SQyoQrd|8?7oCedVqE+8>Z0ysUI?XF|KJ_&o9x_8odbnO!lUmN;Q02;zR4*IQVfcch=}-4T#)YhUi6JFAw;7%BL>8G z$v*QjHpF*1zdS6SjN4*Bx?B>oa*oKwmtm>?d%E1KcrnBqndQTyQTq3^5CdXnX6uh3 z21NVVEG9?9Gf_FdkBEqQv0m&E;-_T4w?kYKRnz14ivy!qd>WreM8pYka^{=|#euQt zczp@)exo=o&WWRA>sUM9UBJ0t4$-&Nx;Y^(ivc0pCTFS?mqyz-JAERnh7hO5yjU{K z3vpsB>nPO&xAd5O-7ak7B~@^?w&l{g{HII~$b5(FPPZv3w@q9}N9|Q6r&s=EvS`1| zF7>}F@-@)LA?2!Z%nzMP zJ*r>dp+o}ja9vfAudSLMOSeDi2e0Uyem@m1bb@_+??XR3B>5!jr1ajosJy^a7Azos zo9Bsz%-Gc_v)p9?d+zJ3-!;x$+Jv(!FZK}wtzYWJOjTJWtLtTR`*_0b?s9?Q*7bx* zI7Tb&tm+}FI@o!Rw5M^tFO}v{GskJ}YL*|9yz$>g?cdxZPc5BvP|K=TR$oI6ed$zR zxWOq4J#t<;j{g-y(ZbKzty~iM5^Rz~)K_7^X&|fppB7#HBk+3*+LpFvL*pgrfm@X6 z|8`KM(3<+#!BJjxl9Q5*tIy?YZKj(HR_HxdJ?c!SX`-u+`sr(gkv{jd`Z-N&JLkCD zm5X>yB@29~U94ecYid(wrh?5qXKi;nd7(XhJq$19MZJa%%fy_kq(QM?RIn-xc!k55 zrTT06OJKljmzjEL=egvsHr`9kaQ;AHeP3#)3i?`EV{DTMmQB;t7oL}=mYw}qZ?ET^ z_3}l!npuAIjYmqY-AFfEY5SXfU`r>t()SC^S>6`Um+Gb8)WRBNgx6Z6qIK(ep~8As zOaq>nNHB%ox(u@9SenL++hF||TI5t;2e{ZEC}S)R8acq#{)_9p;cQ*CR7sV^_;A*-k;lsog#L=_HFZ!bXgk3v!lC9*lFi9! z4u8oAAE$#`D(rVf?17hV8$Q9@g#`Tm{^+6$zF~r8N`_0hpjIf2iW(&qOw1Iih5R~WFN-toC%>e$vH<;0UqoZ$%TfG{t8paXqwpc#s_ zuy-1e7_3(M;^uhN8a7%=H@0B2>AO@P@H{^+(+2!&qqpQFJF8&QLJgSp^mdMOm0)9U zCeupoO6feGmkQkOY{U}8_m_JY`bTR!$`4wY;{@~YglF+pS~Bp18I%)auI&>Zj=2tVgdI)A47a=6!1P!9`Il{VcBJ>qF@RsiN?&nKIfi3chl^sE1KF~p50urfI{!0OoOm=Fl~vB8tgt_DzviAZTBY@P}EV`KHgj4totwb zkgsHk>$56RL1?se4EPy`r0(zhO>6re#Rj_}jU<+sWOuuGM0LBVudf>u0kqPipN&k_ z-jVva*;6*u(?lhDy1;oZbG%KocBW@iF3Ih@p|crw^Sovfmc0yEG=k&EnTLp4yt ze@%9?>evLWO6uQZ|_B03izA;ocRb1$Kcew(q7-52GzV)69@qkaguZx*R zX|6yYJ0u|te$M1<4fB7#v@-TJ)iG8n6CM3oBgOLMX>GW9>Y5_oK2{b&UCqr#v3wNy z$tZbd>6>xye?JyqQRqj9>*ik7FwYAvu#29~@P!%+Oor*NzcFgtTszD#B$-?)F-~K1 zjWx^9YG_+#L|)w!x;WVD3n{v2f$x^sfJe$(qGco5>a`@UChGn{4}1iI?q6lIIqC*h9W4 z$n&*I+N031&U39+PVu39t6JM*HaFV^uG0n8t%gdTGR!zXc>%LC2KaPm=)GteqpVxkM&k$OGXI^Esw)ek)GAl1!Iul+{4DP2XA`DZECwkC2!f&4Ea7+*Nz6d z#BN%d>Tb>OUOJ>{f!%CsCAAb7fNye=trw_A*;so|yKo8V0lz7S!hccFbRpra zK6WwQdQMkUC3DO&#GB4>o>QE^0Aj@zz<{ZnwzCK8?ky8FMNLz5a;%FJdi3HPr@5j1 zU0802qd5koX>{{tsQVh8$VS)1M~WTmI@j3M0d7@a5yoa*#iovRx+-|zLpj;8Gcu0Z zyH4@7joqr64h#6uZu0FCR<%Oaa_I4j{A_}6O)$lDV~sOWKR@TBE%fx3W>(cozUFGF z`x}$*--|LiRUhl6k2bcommO_o9eX>#nRe7oTi<&$F}=Dj#SE`FBRO(4oVp0ijYoUc zp*p1e9i_3K%M4v2LoD(?mo3o~-_0|QE@yqX*S~adxr1|pW5vGrfa~1n`9GKqbD1&V z>27jz;-og#()Xt8fSP{5+17Ls+B?N7&QO4lj5SB41w<&DkO>-1N1j=ZbEvs$TGi2B z(A)?|de&2pwT;&_)5t(uWX5O>lKyBVjLW$0wbQ)jZ@lbAXILjkpD!0fUF`0~VxjnL z6soIksTtBxWGZGGZluRNXHC;R;A1nB=58&W7HBBUBt!l;#1P?ZS0=thR~PA_h8^9Z zz`Hi~svS!8oPEtr8_lYC#ZcdA;>3mANo5b(+O9rdz>3wG#LaO) zL_}N`Ld=NoqGtSG42UEEA+_&6%Zed(H8Lv)BElBI#sG&;rj zI49c0*oc@NPsFI$Jx)lr7f0oIC3EfvqjggJy<}-cOFu=WI43rXN7FSUB0og)ls{uY>>HoOxL7qB#C}mT{uw24 zXB?XDze8M>x%hEW5bwsUI4QP?SrO4Q&RpP)ejjyW^k49RM}=}fq6IT@l*F0|JIU;L zIG%|UL+qJzY?F*BeGo#t8xdn-s}Q0fy2sY(_Aw!P#HTS}Asi)HZj73dAG^lQWf(Fd z?g{bSV&DJVsGT;zi;okcT`A)q5czTJBC&AHh`XY8h+Zp}0Y{9AGh)MN7Z=COh`2UB zjEK)t5}Z*nJl%76%t}aVPKzt!;&>n)jfdji7@RrV{W(i_#+xxXCT7+=8BavR=wIrx zCd4h#Gd@l}=;91{&a9mM{u`otY#Eb&^E28Z?)^(1aB)kwk&xGo-vJ~1j@ihdC> zF)Byv9HO5^!K)$OU*e}XF9*eHy#i+udIkspm>>WXE+OCSG>q9s0dSUi*S zf*14|tyjwQmmWIA8H;JaKgBxHDaJ=c#2t|rYewhH6Y3dajkG^~ELy~{XcWiBq==Xu z9ivBF9-WiMV{qIZ;^vqVgX6<^C!UDg;-N)&5)pch_i`G;E8CfswZW^1kJg)Nc92 zY>)ZkFZ=a2zFX{LR`!Z(+-41Ztb+&a?j8;Gx0esCZnXUzsEyaG<4GFZ`_KBIYIMYpG>Uw7im=b#kOP7cnhkptE)V-4iI_d)Frjv8q8tW|uIwt8Q*XZU!-#gX8 z$((mx`=rSmRrFDmsg^zM54)GOUFK{Dd1etBfte1~E>V~MWAHX<*8HMljl~jJt1#fd zA^x{W*;juSsxNWmOV?&k#4xqS=~RY2Kh9-y<~q6mf;aC?e!d^ufBgMBgxy= zER*Z^+bA|$$#P3QvrODq(eFHdK%#^A*Pw=xOPEFdcSL1R*xd`Z)PEs+&2pqiT$d0( z{4tp0EnSwNq_IH$a?BjH&^w#!KD|n<8(oU(bAor>?q5DA$Lxms(brzd;lP+uP}t*v$JlEdJ8 ztY+G(t(J~%PK9(w)ic7t! zvirdYDX`?m3%>swM?h-khX#;g_-89!^!P#3xSE$Nh#_FJY}{@4uPW za)v$hbh=j@;$oAGHqlR}8>`u35z~Eby+t5&`SUPTn3>p?H6ZEI2kdf8A% zmg~Bf*J4)95Ul(|54&1b57p4o?N&BcUmYEdDr%dHDy{&}Iw-C4&5Cw!@6j?9D_Klg zM2+}A2lMoE>SB-f9&=SPx+yUwxw~Rxt&~2|(XMu9GML!gHA}gS{aatzOI3T=*(+Ys z+Z*z9c93oh(ZBkASc4@PioCDsLP!CYO9TFe#^fZEylAwUY9|lxT8*5cSd9$%O1Rm@ z2}gwzAB{(#(r%M@y#73`YEyM0zJI%2dCLnA#T>oNN1^>lN9lt_ZOgFI9-&( zvXq~BoJB^FL)6j|n^_|Xqt(xuK^?t-8rlQ(Tv!56BWKDn96faYeE zJ??l%dkNce0^6-d@aOo>Qb7E0zI|DkUZP zQzFl`maYmhJZDUCx1$$8U^1`#(`U@-D|2OMd1v?xZC&R-`k;Y{nd64#XanT=MKN!C z<9xbM1O6+Ex@WT3v%po&P5acj8e*CU-K?8`+su`C96SGIlT(kUYd@HiwOHnlCfc^HbdDpaq<|e5T5uGkLVP*-Vyn^jWJrOp#5U z;y@D>5WR|MB%A%cm|k23)Mb^qe(=a_HSgh)g>9 zt5#VcCHM$TEvFr=os9E(c-jNDNsaGkcj~FSX7ZdXTvf^``%tT#0i?#d2Hc=<7KW&lW@Q9cmg;5Z@#(gPO%0p2pM5VYhiX)b<*r{?J@Ea}F(RRjc`GW#yeQ1DT09i_r6>%({9UXU zi--3@><}f|zHOIA?)*SpyyHGdKOEB`klL3$09E&*D!HoaxMk z_4j4gG+00)M(5xBr92@|i3T3GnN!?S&Um-c63UDH5g2ZOZ5R8fS((8?k;*2?%QQ_* zRFa3YY~ni1^e^XFS$IpcB`CLB9DL$2*K3b9nJJ|DdfD5*g-ez~z;Fj|+CvYo`cFBH z`WQXktjIB?qz6{0DD<**1M^LI6EC>i9!8hhW7UPmsQ+BNtK||UI@Zc~Kn<;xlWW%6 zcpG3RH#o=bwieF9gSJa2c>XN(P&eVAuAlRy>v+aCuCi}AVaq=rTlv-jKDDm>-0K}b znPI5UJmf$tyG|!Bx@!f|uCKH_v_U2El-R`^cDI2SOXWUq;%no7LtgsN!ZY?;f*5$) zjGj_w1Jo!raGAgL9M#=nu)W=^4mNP;LNn5SKVI{y%M-V~Myc$tI-c_nuiMSzn*Qm} zwYf*^eK=-d2By+Q%yqt2j!Bl98LPMyXUNk|bDJ$Z{f8FvFKF=8%^v#s&Nsdi zTAAc&+>*(>n)Mea@l+V_Vwo@{R`I&a{nHC>Oh<$HHeUi-xjzDrskI2>_}}*#FTFy= zXY}=a8o{WA$)(~Mg>F*KwK{n`r@ZvfLX{k1p|c?gn11C|oop{(59e2mflK3g$N6}% zkNUwYUe|vS^!%3WM)Hy#>r%Z8bYW&&s|9jL{Fx|muX7fnxw~v(hVIt4Q@Y%ka>(Ke z^mLnI`?zo^$NmSp4m83o)^m>5UbL1Ae6wQpz_03MBEklaQWHP>(QLEKQJ~m%`r1ol zce$6Ww$-8D?w#W9Zef;@y({l``a<9+IVy^Xh_Gn1Uvp+40OB}Vz!7$q93 zrfJfXjW%_GtPFYbgupg_5K7V>Y9rSfxYT(mKl7DmmYWad2BX}N8C$l-r-|@-E>5tn zLtN?w_bjza>~KMnVp+x0PSMW&R<){{w)W@}Y9lT~$R={^9b%{G9;e0{v0coId!up= zDfqnDDvplgcr^0k+lY85Zb~P{hsAsWv&SML;;D=-%_XsUd>KDQag2%{Q8lK;;ZZ5X z+Od0_6OTllR08esXb=(KN7X0{(IDDJ$LJWBCtDARt>TL~C`QCb@pwECSH{)xU^&uR z^W|7dQkrye|5Be~-!~3f$kv4uyZ_xVC<>x^jv~>#s2pc4aQ~m;=n(nw+#)G5{eC={ ze4mHKjA#QpK1ZU9b!T} z9^#=?k#Ao5I-11Aacz9Sjc9d$}>-6GQyF)Vhs-L(k)( zC=7AxQjoM67F9!34e>-g6mk?SuMF|ya%{k5#=z6kEUBv2GgW5|?PMeEw9ryj&)P9@ zM)&f7X;w*x(ZyCqo^ws~l*df+@ARx&c|9Spo9Pm#tFNYm?VXU14_7PA=~_j;pEbiC zNfE$6YbL1}l}xs_d8#_wQ$`x(1w#zWDYhsdXL@I$C5L}J?$^nt%ZZ2fhTCjZCOK!# z-ylps*hiYU(WVO}p#39a4X2xJel2-t&s)#-nXSbvl&@vE8v_?7t0ueD*VZ=Lw}zN$ znpHHz+bKazXY^AmjYQ_DBp=OP;aHU%lp%9n*$i`4bB1S)GZKaFHeQ&lnWmXa-x4LJ zsfkfZ-EkA)13ROixjGtS^Gwr_pHU!KFt)Ur2W_;}9_#o1)2;AK7U&%fDo^#Kz&fa_NwSMap_jn;q#ALs5rCLU8b2e>! zVfl8~d=It2)kf=LsEf*>=$smZJ&*ntsHM8+j7m7tVhxMsx2L%mI^QhAoUgg(y`qIp zR%!1*M|mEryk~Dqyk)$nv^LxNm;qJyW%SoCb+FD^aeJ+&nrdjEwhd0UR0A8_?p}-i z#HzSx=^C;3W>>ko*rb6A{Z;{%%hFtnB+*u-bDk&SGLI|UrE;^g5|l=EU-I>{(1Q-% zW=o!YFP8G{hDI5O{t2?f6+1e(P7O7j=S|moNl4I+E;PxJRcje(gQr|>wISw25;nR1 z;&~JG!E79@ouhPjtL8pbEpBD-%gD6q7>xA^%L_pcZuhFq8x(bsH~uviQA6j|U?vrPAfO(~yf4;wx916|Zf{_gIy=zsJ5w-?-zR5Ym& z6I0kncMCjNNy!$U>no_{elKXCo6!zWkoQ~eiyv^@wMz`4*Ez~epV&JJ*xRI&ezC1f zRd9)C~ zDA(7%%(|SZQQ%TpjF^5V{@7U#f;A(C%O*5yu7pzH$dHveaZqmb1 zI%uSWRW`@;JL-P4_J*I!G7gff98(N8)Zm_=#9I2*v)K=4G*@8m1#I@bq-LCMS(`7r|Q92uEl~wBK zY?&|OTGp^N`M;G5jnGBVFj{2Eah!p&_41Tc%yEEAv@#KA#J=6h9FIFfUEQ!O&II!< zEyG}SfRS!9vJ&Hmi(KyFgi(sWb&Rsimlk?Oq0Syp zQM#i-K^*5B}>u44p&U@Nt+PgcHK0Av=5)Lio7Y75yM&hd)$3O{`s? zDK=;(M}u;tZRZ%`$A01EN~j~SN-qz@r@6Gd)`Z? zD{`4fJ*1ke{oFu#SVV$Ta|k6Wm8P*5de^7D12xmQoT>{gjW^v@DVG;dl|on8D{XX` zdX#Fu8-1!4E>e`FxO?Ro??8JSXsRL%bD#F68KGh1Mq4Gm%EwYeU6w+SZN`9iI}Y=N z#|3$HRRwyZ4~A5jcG7cx?Ts>5A>5rQ#QvzSpJ8sTq`;NUHkj`B35h6m+^w+% z##`uZ*)fry<2Cjtz0}4tM!3Gj%<+r?r-2DiH{5a~DrA-Lb?1AsSO`J7^SSQ?h6?+AKOtc<+2IoM>`(n z7k;bIN~`6ot-Zdnfz3Jxm}oCqYI@jFG5MA84%PkoZTQVL8VEU|LlB09q7Xv=AdCwkgs>TzrPCA z!`T(I-@}8@F7yqTgrQ-2m={%nnjHp*pM^$o;!c84J)9ecgcrk$VPg1a*j&aVrR_R! zBQ?D1I(Pe{zOu2W&x*BqL!mc4?MiumE+1DrMLo5#m!6(*o@}FSu|y;HTIpf%n>c~j zYUrc<0|u^|RKRY$#Dkn+OAa>G2} z5bu?`;F6xau5~Q>uCZR8vZ4a~3Bf0LG%i-Iz!ZP-3K}?08y!(su9}uw?(sNb_k&DH zQnn}E$xh~9>|lR%cCmW|w2h_ef5!wDYU)bYxX22toGZ9Okv+Aw*0m;kS%EwKTCQ4J z#RfF>;*#nM<*TEv_2`H{TZ8(t)G*6TL*l%M6}#H?gnYHIBKl1?``EKux>*}17@Cj> znT)x9rLD*O-sCE3z8lTgGw!ZjtjO33*zbBPwTK1tZt{DroocDynByxGJnV9pyU?kQ z)7wD*_OaDg`pD(x?G*9gUC@AQE6`fD`;2mn(b(Hp2`%!ytS7SEt+8R2>SUZThM=Vt ze&R-#xXp^F9zuwv9A=sBMt}8^$DFA^p&C}BrSs(*W~)TbS4L~<)YyD=t_>A<%9{*E zKXt5(JLeu=_KABf_bY9jW~4>il&uav^SnN~c-07>xH_5zRy{sdl#pk8tbILE0cE~d z;P0fu`3b*pM zbru_Al>)WhA*kU{e{-G=T3d;0%y*9yqyA}iEJviFqA1TeM=LqjYG@U5`B~L+ zl5E2VBqWezx!g70aMBL$_a&l~mI4==>>Q7#G%(-d3DP19tO9!AdcHv;%VoL68F~sf zCnRpau7+RhZ?LgiDiVBzo^JF@Gu1(J4-l)2n;(lj&bFW6YoFWb{~TexTwh~fOZBkE z2(-4uhG_Vl;}J{UQtF_#Yy;>kG|)uzZ47wpFFe$(7FcMEUukKHH#}*usa80{I7>`+ zeib)gK2lG|gird&E|v>a9`1?tDPNl`+n7?#cZ)aOsg3Kkc3Gweh97ww?W{&kBOT!? zVuN6q=Bl`xb(nX}2EQ}KyU`_YCp#A6o*x?mH&H-r#V}ienwFxWg&KO$Ks_{3N9R~l zURQiuCgqLN25FC*=^iaLiyJ~0C(Azeae)lUndpRKL)ss?+Mmr$B7T=TZ(8m$pXV=sUltg>c=~^k$LT<4FnHf?g zm>UTm#?zY}tdICQMC<*njg+mIZXPkif6Vuesit_=eR|qoBL_RzXcu_SG9SCLN}6xd z9=MH9ZBjqBbkxVex?Yo$Ho=A8q~O30t>AFJK~ z-3@h;e?|YD9JMSmF!q+-D=J*Zkp{#a@^sxbHBuM*cu6*zo2I8zG&jq225O_9%MI7T zY70!+;nV%6El!e;nwrIabB3}ppCn_V9M}1B2bOYHM==5|;wEQrS?e`Vn{JYs=9*_J zj@3wQr#qm^n{Py7B-YX(ObIhn)|Ln%g!Ls9klHa;gu&soFd-K2Q@F!>>=zygA-of^ zLVlPWBq@vbL$NzYV%-w5lU})vp;_oyj)=CcycvY9L72APRx^SyIUF0Z%YB?QuZ=`2 zgBfmiPNLbkUG;8CG{WFa)tL})1|WV zFF8)3lxV7t&{_*cQN66HPEwn=Jx#00JgtwW*rJ*oZDl1$-)2aSd^5BzK_LG^qC(qc z=NV@ypp>p)wHk6Ah~=4Ep-L%oZ1%7|;9GgJ)Yqbv`g$3Xu}o2kT2pQG@uGLjvDZ~* zINw*4;!S?rff_oPq`ATw15RUR%89(#S&@JIuo66+8Meo}#KK&+WgteEW3TVvP=(@k zt&;Wr&pFA~*!d-yTT!(P_&I%}1+4W^eTl=(s(|?2s>Tf4t2flisfJir=DjY|D5}S` zz0B;_ZP6WVWSNt>6;;WAw|LSy(cc@RwZ;P#?9|#myC*L@O|$K6|ApX%a`fw6WhpAf zfM1pCa8!4k|COJ)8CA!CXJ{S^cHa=4b{jHotTOkM3!SxHBkSQv&y;z;TXVl_*q#&X zYmc}%ibFrgDsN?ON7XUlDf+}7yG_whI#;zP!O)1Gmf#f9G&M4rxCTAG)!$ufBop3%8fy~h)@HhjC@W%);WhE0S2G4&6;3jE)cJ9z`n~JwU~@B8Sq9#+#_^@Ls;-YOqTHfX zC^AHMkfTUOcBf-n8Sc;O zXoB-mLe^U%!`1SWxc~Qey?JiT7;ySCO1ENVPri$z&9gc)3oZj=wMwZL^ATEkIORd~ zKQxZYy{|5@YUJCVbw{x%t$TIzNR^bbt5OEM&IrFs_+)deHsOK3)27T&I`3NGjFjT! zbDU>wipxA3{Yn4GbycKE(l&)|wr@g7m8}o&y|VQ+zY5=zDo`6~qNc^f*4D<}TX|TV zFfhwdGS5(~W=F|%cfS`?5@2}Is#sNr^(8DKJ>wrHSZ$_p<_Qkg)Fy=vaE@mkZ-jHI zVxi5dVZb9@Qfy$hAy$&3U8V<4nJxaNh9gpJeYAF-_Qw<+urB7uLNmWiTH$e`3vj1- z@^y3~-m*?LUqsHx)q3h{SS1u~&lvDdXRTNKvDjw~V_^mjv@1v4Zq;OtPu-NV21d5N z2ALDnVkw#L#d(TsN#cVpbiRNrf7D%`g+A0p6SXb$yO=QH6LQ@cljF%4a2h>!)$F&O z?G2KO%VyY?XDKy=BcA^<$fN#JhHn%apm(v)7Q4whbkxl!diz&G1avLARz@C;dyKNU z%1P~~y#Y^)sdUA=ST@D}KBmgAB&KRyqt$Uj8NRWvqy5#Ol&eiq-JRQfc7V;`eedHS zzj1&rs(D|LL+pvg_I8773~{%)RnDK0_69s5N#)*pzK;F9M@CjBB|h+lKa^2K?ou<1 zaq|uwb)n4;^{yLTqpmt~Vq3nSE9YaLPrawkcG4Wvl{9zVePdRVcXETc5^K#e=?p0` zLw3p@=Gs`V<2aDA8fwjfTxDpYl{`(z$aa)|np{(Rt>M(VkTuQrx{j>y`z04eVH)fN^JXgXS zxG?58SyRE~!_$$+abh{XcceVImX*7T@=Xr$sWUas+=8lTz|%?EZ)6ioVQ68q)tLvR z6z+At!^`o#8YXC520wIhYL|K5oiX4v;&nZeij?kwZ=yy2=J+CGz@@O4y~_E`&Y6ps znFE)P^&TnV{au&X>hF)pgmPra81SygTQ)i)>6S*sR)Y7CYhmU&$dEDMU5!VaQ$k=} zb>BO&=#UBJ$dH)>?`kaff|(_3t4>@*ZC)%OK0}5~54?-;zHIxKu&ri-0kyCk_emoIP)B2$PA%(CFUCIofO;VS}eZ-p8#P0N+yG6NE-uQVr*KS z);R4fvZ#cug|bYJy}LdXJh~k<#L8jY5}fPO>>ljuq(@o1EXWHPKkUxnwK%P={zhgl z$Pdod9!v)VUKA?d4_j1$KRK&R?ZY<5&MLM&*)c+;Uy&R?j!TeRQOZobsFZX3fgY8l u$IRO9@7Z?iuH$&=kcq*|kRij) zaB^>EX>4U6ba`-PAZ2)IW&i+q+FelF4Fe$z`_B{|0b-ux&>oe#LC3ElX-`*6#Ks9p zgv|HrDYu1KRZ_04^il$mdg?kTS}+*LkapbY*;TyyvW*2LgA7ZQX&eXrd_Jhj{rlCI z`Y@r*8+qc}5NnW99KNJCf|?)wE?vVF?L4Tv#jp7Po+>}%$TXp%6A{6pO#-(-#~^1$ zU==b;o!#fw@&Wx2NCY7-u4w=O0V8QcLr_UWLm+T+Z)Rz1WdHzpoSl$8O2kkUg};pd zqLpHyA}MSKv~Vh$Q6UHlF^*ug$|M;aOkzkf4DP_4=whZ21UKLg6s$cjT3DFI2bc44 zx%Zs+9<=NvOv~vVNVBSNysm%gU)ghS%&^4*yKDqunRi|HgvRsvie>brZM>T2{yei$ zT!zw#Dhuy%DYnbWOGyiF?7)+A&i%6C%5!y&9 ze52$`L>t-*ttz5LQbdw$MM4r;vSr`*eP_m)-R#fj_s1M}_cQa1rA6sCpLwO{+~?fe zxzBaZb*>c(P=Eql1{~7G8=T~0%F%*SWDv*-mav;Z4zLmkBA6xw5JNG7iJ>q!2|G zaTMn$=kX(m1PYVIep0DRagqUFqB(>grHSVVS!8h@KOAghE7|70hd56VWn>?7~SQ_EU&pVhN`>$s`j*Iu0W7VhiU9Kx9&k@+1>a0OidZ@%!)+ z8w$Q+0sa{b*mX2yqWQg>ZDdlNnpfe$GD#)qlC8S4mK_COu>gPns*=He9yY&UW3c)4 z46jny)+&~4Lflq|bIfHQUffC(>sS(F`Ifb0(UA5$Oc*CAZM()=GC55wUicHuc#??0 z_YyB~mNErju>e;E-Y!<*G6fedoNm?GU}|SDn0pz3AHx~O*L=i1KsH}8m7jo8yh0DN z(>O_05(p=QSLw!R0)R9+u!!39!pRbz#fPqxBbrcir!N=?I0+>d7jP53E=ed5hl9m= zj=F5SCb^Y7@08p+#MT2YG69DO-kzD{bdoo^!Ks0a>=Y zUU(iZcS^2)5 z^G_v{P=FQU5`WK2N>VA^q-5n_p6UwimGq%dS3Rni6(!VC@siH!dbQDFB`QM`3*PA8_vb6{b^*_E zOFq<;NN0k9>6~UF0p{rK+`?8WafX3Bz?T5L$n$*2VBTjqfy^`v+QXElEe|o2x9Lm| z>$)L8GLT^%DFy7K6yQV2E1>t=c=DQF)<5O@Tq|O0o+#jU{!tjskAOEoU2e~Ja}8&K zNrZE&?RX#!fkkA{+Z-v(NH+2*FY!L(Z9AFUc%LT-#>voJ*WL<*Tcu#&_!Ymz5nAT^ z?AHc<&T}O48h@jIALbj@{G!MP3X#Mz9<%Y77qAKk4Q$+DGgdH@G+Mf~3IcwhDdhp! z!+fGS&Ja$R)#ZW!0fsY^AXYNgCJeY3Vo0_L1`1GszjRxF@oGOpIl*~Em^pHquh_+5 z$}@=lRKm~JIv$7vt8ETW0EyHyrLpY9#R6_1h7kPSS{4P?5J~mReE38tAe91KC0tTa zP?f_JGCK=^Ul~gVVN75)z9hKGM3xgyN#Kmzx-^lSz>;PS=Lcp0CE3CCwsrwPD`v2r zA8l(5z?XF85RlCaJdF$3MRUdjen3*eH!Q$EgH)=shN48V+?3n1he?b8T+|_k?N-ZQ z*usO{ju+!>=Z|17&*04|+p&p26mf1O;mB94Ifuz)0w;Kz$z%bGSju^z6kZ%C_=W}e zXOK!M(l|#a*0>GI13+2Y0NSSBB;Y!db5vA&afXB4j!Z=P{X3?#^zVB5pHJ_XQ?p%Kg0DWE8Gh3yGSJ(2%$6` z8B7*;QkxCD#u6qF0gR*>)d}Sg-b~|uBMO*KZyo`vGKV{G0JkxT@eC)MDh#DNp+Fq7 znGH1LHOdl23incuiWI?{CN$;NOK#ay!CIOAzu*jWjeaVN{mfuC+YsMycb=B9%%nOu z=X<4CQt_pP$GR-mQI>KZYBGtXl&yReZ@2GsjtolXW3iBfSuEupH*wH4f?tHDUql~1 zL?~6#2{pc;x0F-wTlL?oxoWDPw&yzUhz=?HqMG(+^pvLStgZyvO411}(=^S|b{!Ua zOV>8~oBq9^tw)c#y>C_RaclpT&?&9dP?Zxx9W+qyC?n5x&nimDshN_bRDEOBWNDYa zRt=+v?xiFpDplD!sXf}J1Im^(UdXBUSdJ)L(L)K<#;S6X5d47B{K7tFvx}PCV{{|{cX3x9c3>aJh{wfB z(r{9ga%KZxm}0is@~Ite5qGD#zeqwFV^EaKVYCKj+G>|ef>EW{iJ zxJe}81Wj;JiHWqyXH|fA@n$8H=*i8LVl5rnLuCLqb0ZE0@&S>o;UTIron81@J-m(^ z`HDw~U;u^a%UcY>kLHx(2i~9tskXbkOezoBO2JIR$&Wn5*L+B2GU?AKnsXcFxx-kB z7sbo+O8QqZV7sj4)j?&R$yFOi9LI7{kbmA(B!Q zB9MD2X87?S0*Igt>FnhQdujJCXSn{uTDNi;AeL5y@#RI>oJ2-3nTAy23nua$$^2#t zc|BeX<`n?SF$`~Nafp|>nUWmGpXwZ872i^n03PQqiqeoJ_yQTUW+{GTnPIb<(Tug3 zAsyg#IssjHmVq>38Sn8WvpC8+UZMmGsSYGj!h<^dnkSVEmg8hQB{+eDSk7{gXpXXv zeKvX31yZU?Nov!IT2!V4UU*ZOEaEso3IHh_=O8hN()dxBKmyGw<4p)IvM5ARikdV1 zDRI$F`;GrE_9l&a+HKpO^T8^RcG3O77P4prl;kPK@f>kDtSK*$NP>vLn`68~0-boD z8+Z)3pwRt-TPX_k<0WQrfCfe@=F8J8C5?653?%RzWw^)2O&qrFQJvW|q&8_RGa{Iw zJWW3q7F-rz@fhmZh5)B9hiV{X7p%f;F@O+Hs%Uu;$uzxFVAdwi` z%$k<20mf8yBBDNfOtV5>HWGemNpP#$6(A$jKb?+IrNakwbL zRswCR;-)x&$C*zMJz33a+hmrFH^r?|As*m4x>$y|WqF^nY^NsPZYt`35d+qThO8um z3b+WNIN=52*{h0TK&*{a4k9YBhhG>&Ht;kfJP41!;WWJ|Oem#+cn-QbdKaP`T^L6n zo+A)&u!(N$VK;>sPklDxB!)_4Ql1@LXCtLxn$m(TJV*%hSVJARDKyQ^COj5+$c=Rj zWiK@;P6E;S?y;_6Qh{1-u1D88GXIb-|J6q+;2>3bhmv%|$#%ji#St3Oi<$&_6sRBJ zG+U@q{eW)nxC8<`bm0uM5c zzHWp73}-mOak^OE`8h~sC96rMBvCZA@zQXZ2x}|5me=^s z_Mi!@p{1!^NgZ~wnS)GcKLAfL(srG()Z;(4@(JSjfC;7)!9BFeMJP+@KoUI}VpxQ= zRC4>UCpl>oD5T+o7jT}_1W>~C*9va@(^PCu8uJ|`fR4ODQNH0B&U4nbE69rBvlgfm%orxOEh1>iqez%Mu`g52umr~R&{hjFRF_^ z)iFuSgeDnfTA1EZq>z`M(|qmHGRvts2T$pBxAG#PU8<^X+NhHrlubM3uYp>kMw%>_ z=4!CKRNGC3_O6_2pqeV93Py<+rKc1qglg(1N%Mu?)M?ZHgj|0>1u01*g@W{`veicj ztx>$tx?JDnH>4^|Gi>GQa%!PU2%%s_s-yfg*Q(tiga#{4nTpo|eIc~Vsy(l@a_VPE zM>JePdf0l_k?NQ0zFUMo)+jwJU)9%cNzz~i>J_ckdQFs%86ENJtzp-o3ep3qY*(l% zYp5QPLm%k4oMup^sh@gClBUS1AfXSn)*_F1)l`pM`uS<{))A#!*9|h>^T~3mzEBG- z)Okr~bxKp^r5@_3W^&3)738hslBDHwXo{{^1vM86(;6KR@-?+p^r|XraK3f{U#O*9 zd5O?j)zD8KTPLcLJ~G2ELj&bh2|cY4jnq)RXVW#eR&Nau8lWlqNWKc!8(OFzbf+9z zs_Ru%$e|(1P=>rU=MR#~8X>e=Qi^KnK4s~cUe{`E*L!+Qm4xb=r@k<}@3sh4lFq1= zPAN_6bXr-Gq=V-FIhd^|A>=2A5UQ8!{*Bd04dhfk&9wD%M-9o<7tdR0&lO|{53 zOS5#RoT{XTRzEBi>i=&bl~h$xDZnd?q$FkQv^uMaGUXIz zPPh`FA}<|~)I(3Ims)6)-q1^$oM&}8FCXo-m0wo_Nfq?AzR_nIq5;}(t9{tU znEX%AS;M!v5b7$Ir0qh>B%Kh3c>3uLN%4ALtEdL#xb)TlylKTg9;OXX;-Znw7U%-Pa50a< zq~T2y0_ey$^a2*r9w*g#hrJYHFYgdW2PWdc#jlKDCG)6FQ)aQ5o)jX>vX3o?gZ+pB z>|!vJD8V@bSj=LANum|^}&b_!m}o*- zOlejVX34&MxSLVN384VjKAgGduQJ5BX;@DqvMIqgR=lcZe8~+2P@Z|L;}|#aGQO7E zmAg*B!9-4Sj96|28sNnOc9X$%z!}~mo+Z4F1Mnq_PAsH31Be8m5-#dcofO;5zn(Hw z0s0XA`)PqH`fRk3Y1X});Vh-TN5JGs6 z6hg@Wf^iz6@S;6m5<@4>l1Y+n_K7qq!~*;aNd@k5Q!SmR9Nyf)Av$m$n}7ti^9Ws; z&JjMtmk8i?GT7|l;=UB24&juwjPScLj`ajn5lExFZN~Kiw(%rOsmWY0n%9CGI_SkfrV~d3U-1)P(vu%}p2wNbbw*`5i+Vs^v+Cun zzlR71?qeb6c%DdJBmp?e5Z2L+UySj4GHcD==C44UZE`5URnpd1WjzaM4V>X|n$ng@ zqyirFB{M z&=l}9fwvp*6LoQMoNw?aiC0+5QL565Hf&@#&6q~9zvwf*!Va^)LQT|M zK5C*ENwf5rr95&9y<@e^RH#Nvk_PGpqXGEZ?OLN1ZiPs$VzdK4SR&5_dQ|u6dbLn@ zH<50JQY0O)iJ#Bt3w>sZT{CkD^Hyl7mT99l>y)x}P%RXub5`w45ALb?YtT1nyk;pa z*U@7h9Gky3+L?8>*0a=4=~}17*0X*rZ=tH1l1Jow`NHB$<5l6&`XE1~>S#XCQ-J)0 z#g1Qe3)8vJ&FpO~n&wN(W7wn_*4{4p-O5gmkxF6e(=gXqeVk9o_LPdK2>o;MXvJ(S$|G)4{tLmq z3sDGIMqb~N47$R+QQsn}!ti6dLGO z`>PI^7%d02N2hg42aGX|OMA?D=Z$&Ow{j{-jT9`@T!(Gf$H%ry| z)I-DM&}+7Pr|S-NSBj)@s;2b{67rQ(9~i5)?#hs~TBx%6>##!AL_O3;ZG^@tRsWMi zsJ_li`b4OM*@G^YkEAYYWyoWQ(EV<9X9MJ=WWA;OlHOEX%O){W-PKZ^J%on(UBQj6 z1ceKvB!3gC0K45X;CMy`*bHs__yK>O<6UxMw_L|zCi5S<@jgcxMkro1G|JlTlryr; z*4$4IexV76@F&MA;TP&MhfbFEt3IFLLl#4M+VY`X$c*ff;dcnTHpXC zP?48;i~Fg`k2r{B1UCZWSzf@4aSWy!o$1dfWC1g&#UQ{z3!ocq=)^pBvXmZtP9NKz zxd>GVAdxCS5Q(;pMt|<5*kv+%f0KMMmi@T6{xXH9>#6-0gu}^V1BWQjjsJqJZBc&9 zRdA_x$7~MZ7Yv5BQPpgOb0W8#V;DW%&fIGaJ#R)*j_I`E2dlOgZTa4iN-W>=6F$Iy zd6A7)Ac`e)vXa~;GLA_`FrUB(TI0<~o+O?*>|`NHgn%J32M;rx9&}(Z4$kr{AK;)q z5AqcMr4k|R1zOXN*^FT}#TdhScG*ZJlQ1BSB0zv`Z&sROH0LW$@(odBQU0Q?@!t7w zu8xsL9HP#jD!WQx67yJqfIxomkaXxUXQ^(x=U(cu=rU%^->`tP#*~2<^G9p(z znYDChCuKN69lmn&JkMWl5<@(hq~k?RQmr`tXIM#HD~MnW**4A6AzU_j;Z@cqd%z9A zi>$$i1fsc_-Z&|b!w^cgH6fMZEE#S+mg+Xd?qMEx+l+%mvek#HfmGI#KsM$0)*_YV zbhFy8BiwR$?n4b~5l%lc7{C+Uz-%K5+DbB!6lX8s;!a}O$2pSOfQ!oXW(0G2lGA3L ze2=;G1s3AXU96@L$H*oU$fh>nAPJ1E;01xet@z@_9-hOO3^F)+k&M-ONaZ}MS;10% zu`SjcH>fbZu=no|u}M;~hQ6y8i^lOgXMjN%ElQVsZ#c4Xko zUPCNzvV=|6uziOFrq=bVQHf_L3p~w#Xab~A1Q+lC z;GhUegma2sM%4>nQJ3TRFo@^r!YNK898}_ee991705|g{L+MH&a}kqx7f7QxkZQ9Z zS;cJ>;t0(-On_UkjmwydrV>U=#*j!!zF-k^`NEnzW>SGe^xy{CaX%gC!s9&3VcXfy zSh4Z}e&kUgm3vviHtMqin9ebl^8sxMA%L2kCzfY8YZ1!re9vf>@*zX1$7Ud#k&L1+ z=a@n_u48Q;OWh0>0#j+lDs!Y9=Yd_Uz{SffB$;i9zI?)BzN0hQ+|PpyrZiBQ_gTaj zgfj{kki=a)PCGJzxAA5^_4$flsKpaNU%p`(i)et0Kwuen@g$qMiHh7sEKrH9Y_p!N z4m+ATA^C6pM@e7 zt)aq5RHPjW)UVnnEdBi|VaZGmtAWCGS{eFC33^z5LbW`4FV0YqGWD*IQ_Cbt?bJ=u z7=_rLZ<;FUfTZJc>VPJyjS-K2q#%8ug~oX+R{a#JA#y57Ql#eTj2au!W0Hc6PrvlD z{FI@C3e;yt3>qPS-6d(3P#^2A3*>bPt@xiK0Xt*_tXG0vLIWgytjIidqt!6akqDbm z8EsHs^;WXtbs(2WxUD|7eyw7g<87((1pn0_M!k z%RWOr9K=u#NMwX%c8Ia3ji3UdI4F!W&!Th#=WM0x$R?9945uzF*o!}((|{bS-$W+R zjF-5H3by&ME`gT9vOLo`!@Ky47+S9)DTiBN-68>?dOy&SW`t- zQ3^-_n(#2|to5uISauOD3FaZjF@fiJ+N`=2@Zmpr5lIK?u#Lt*8CqPX5;mW0y_fL- zu{X#9f(hj)!bO@P7Wd`-yxTSy_ORVV%D;}+=)po@1{0V|aYoS*$g%~y@#RJvu|@DG zqj(cP$}x};9L*J??Kde-w#jw>9`W>HAt4k6(uiX+`M?%KS+p#?yd)oa8!YlgN9lL1b8>oZ@5v4vToU5pENelpq>^ zU^(q^@*ZdCYMadcEy2V#%HX65r%kA*dISQc*}!q?TGzXdnY;)j;v#_%(($7<<7X8B z03ZNKL_t)ywKu*DQgIPLP6povoWq-B4l);rz>kTH<}BjJJmv|hZsF=O@MAX-79reC z0$&5;fJlBdbI&ncwv;y!mUC53=YB#We!!a~(uvA+;?X?u6bl0xgmZ)hKBFm*XBN{QA1AL7y;7_70ZkUsj z45A9H@(h&8+)gMBSVu1&0`AV0ANs-_WSblU2(n1n$zJF| zWFx%)(h2Bek!zw`bh(neLnxb!qM@kqZpztD4X|0;<&3J|%v&BaVwv30QjaqhAFd;e zSk4kgp?oHtd`KmZ%H(8xe9@Ae7sHR@#F0S<>Qj}QJS^K~fi)y>8?cuMTsE0ltg#UL zo{4-*2gY+fu#L*L1w7Pp;>r;lhZsSi7o+LPcYMIRjHk2PUDJW{gd)5s#Axc`qykU| z2OFqDVPHD-ZPJ@8_K^;BB9?w6Fqr^?ZBOdJK_+QbU^QVlfgjnG<>O5X z)!4>zw(yz>@?FDYtBUM0-aP<8>?YhsIIr`%P2@4wrb0bylaG1f1tzUU4!2<^%DU7A zw?K%$k@@i7Axy7E#$}}lbmq6J6a`LGn^kNgnnX6!j#@wvPw)xdJrD|{;*X1Nv}O#j zk~^uy0c)L@O%<8}6`9U#j#Gn=$>Jbo-5#f~joRO*zwH5Q^D4(Fo6DFpC-|oy=MCN0 zVK^?%lT9fcls4DPu(5`TfYS`%zD#Bg-AJ%}8grf^iai{l870mAOLH0sA;ai;!`Vtz zek8-~Nse+op%h~urC7!i9wC8b!>gZhbHx6$u>q$o55h_ZO$ zzzgq-44NSB;6<8Ug4L_yrZNb>%s04L#K{i4`w!4b<#&R}Ti|%f2 z0M3BU2+d1DblkPx!_5l$r;V0UYWA(d~vbnV1 ze=auC^oq=iuB|kyf&U1X3Xcp}GOH;8gjxd%z=v$SD8)F^i6WKN?83<{wxOF%A|vR> zAbzG5nKZ%4Sh{kEN_@pgS^}+%d_I_=6lWkW*;G?LWa6L;{$w$UCmCuU?^l|0FZKDF zGc2SlXEnnZN+SkwJ3c@I+Z7^!x^ABSZMhA5{H^N@lW^ED3PH@L5dnnpGQ$vc=*atK zOWDy1Y;hxN@xmAANu9qi^+pmIm$g$Vz#oDqBm882pma$wZt-?wm3RqNO|pV41=<{~ zzslz9@qd#UeMYX3;#c1Yf2+`x|0hlh$+iffe{*!noUPvzW-h+dcJ$I#zyYkYRET$8 zb)pacn=o{trqG9UkLMiZ5M^!2_;Q3P$MC^P zDZ)6)cG_5H#*$5O57$W}Iv>B?KY4#wxghS<-++CPuly^EaWtSjCAg7Ec?8#KtmKzm z0jRDF%Xo}WS@}E8Tuv3r(=yN9XJ7PrzM(x%U@E1psBN%~)>NV;Rp`uK0Ad(UV@gwx zI@F{a3#i6jmKbI%C8$mzo?$0&p834VWAx>2!s!055QP-LBX&|LpEWg$2YH-&yvjKG z@`YPq!|6Ok6pd+01jDY#{3gNDeq}O%miXl{3Kffam4Up(NIqjjo-1VX3U~1eJBX(T zF4kFUOBdZN3+@SS62=Pz)((iJHz_=1^!anCNl|u^#4cPk;WY3w&v2HvS)-$qDm;tBp~`wYpfRY^s~n^yXq$6tox-LI-m*~r{n6YDvB_^`jh2QBQ;S^by0}W zv)ZmHnyguxr12W6-l}Bs2yBy=z7(2mt{o$+J@MxX&*jXUAap>|*NW0{1#6b1EQRV0 z%P=-W<@Am*ojhcYWvhicN=jA@&68AD51Q~+sk%=HO}MDj@L%9CT!6m=v1~N{gt-yT zTg>;UEY4YRo;N;^-Dt~jnzDhij3L3YY?x1Y9?^Wx9%Bvn^BqY%%j1;iIKDI^nch@j zA8GjEkC+?Y-81s z$qm-9txhoeaxrdY2xb>sX-68>nadWS61$ng5FX$<>hlUsf#NugTOZ5^Ug5ty%rvrq z>sZJ#Vu@!3U-LO|k|UgQGphO>q~c=LpJp3-g8Eiq?Y{~xQZDhzxw+=`EMSY9vNbOb z@g_GB#ErD#R@&yO-9u%LGLuYTk1gi&)xm0TGbj8F<9Q_4k#ss!n7YIQr`)7P4qCCB zlRzWe_X-CVaZ9cN8_w;_<9$A5D3!?s;&_6JKuOkdg#Hx8*EVWWfU2~hD#h>uicp3V z{K9g^awpGnFD0mERKN)~(SsL{TJ{z>*oZG)`~cLaFdYz+06)gjg$3NmdmJ_I?1Pg5 zyvqOR$tYkGUR0zPBiK&_*)*d##p%I+c@StsB&7+mh|3eaJ#~GmZQ0#UBUW)UF}y(o z9`Hz8Nlf4&w~b{wxQP#w*+yZ`aq<$`Wi#2qO1!L4e2~Nlni&(5Y>tpb0!MMu#kAkg zNse%aXp-4N3O;PXNq2@>%E}C)$sia=$KTjKFXTAg$>tN@B=XB+J^i=!l}X> z+LA>nhEtLd8UbE3=S^C&iwg8)9QWYhfMv7~5W+@aJrD9JO@UOZ;KN3)CyX*gvBTJU zN8&{yjcjYE4_W-oa>A)eBD>AIy7-PARKrPm4l|!7_>m5@;Wp~wZ$(J(EbPm(t-nv` zJFB!-Xt}aNidCk*P^5`X<*@Gdq!q8Ko%-noIfWuLOHpcJ zZPZ%YqFP0ze8@Tena6GA142t}et-S6M`)X* zL27!%+xp*BnAumnt^_4ZiflGCl9B`Hb+CH*QCBXVVP{7n6{T4}*o6^uP{Af0VoqAYcB-f5dRBw=p)w@Z(hrJMO%qvqlWtOmYH6ON4^3{- z3;o_iQXiobij&k;gOsj7?J)H}%As@()o8;7ROGJ_>e|@iHNy`*wyW&tir^WKo zF8P@VU|Di%!zEOZ4tXS%5klVDWOKq?r3nhs4jom0p@ABr`|?Ory1SKMQ!~vl-R)F2 z&C+RQYl~7$NVDGpcb`&-P(yVU>Zp%3R_GV46LM&d<_WzdG)I$#nroqsYq#wKZq_($ z&>+<`1MPMB>qki^R7yilo3q-XuZ1RQhbn8FBx$eE&-zY5`qGlEi@_N-&n*43)!kcS~O1LFzuco8gqbM~~w4`NfB59l= z6|cH_!`AMU&~`cWg{o<^GE_mcwL*bb*6JfdyY!a+Cn-r!3*BT*Y5vB2e2iPp_h%O7vYr>bv;LX^HR z$0n+TO#ql8hn6TtPU`~(Yl_lsGjo!ImRDSNL@~q`w{xO6aNTs03${m25F56@g~;Zdprg)Fc7BPJ%+9(pm#?JCD| zdE?gr#+hSh7{wz%r1ABS<1PB)02UC73vjWQgE)aIEGK}bY$puxWhybe>=u*FNpY6Z z6EC__j63K|7zwsucuq=km>}aB>!2xX3E%_3hnnWy3v<8iiZ?Tcax9@Ja5pQ-CWV)Y z=1pFpGp%`m+gNwGdzH`SrwlEULlX>_{(_ZLUXnsIMKv^1QijHuh%UR0YUl#)v?zI| zf^w}YQ9`fT@}FE_lX8+S&&Kd`kP2>9#&58tx-HPippy8@=w-S{+rg2c|P;Rq-GJ ziy)0OZe;+yXi6;LAlSD2lq8F$Yy_6mo0WVCoWkkm^PX{D|Y(%r&VR`L?>vA|6^ z7E4Yv-IF*d&lYk_;GIAgGIENsw5FE_bz3?`aS+ckD{LDqqKVDGGZiS#aW2GFUdt&O zvXJTw;2Yw2lNWFhKqlUNP7R(X(uy>aBf`wPp50DAeqbSY5k^k#<1CVGimwZ6^evp^ z$X^ghHfP4iqmuB#%J~BQC_x7E7|+dgBgBgJ7(fgkk%f~_ak4T`iUl}n-q>lyBEEnP zxe~A6$8qlCAwCD%^EOW4ZDtZneR^^S!G!WEjX6RxP?{=~v*cW%EWyu;Hj_6R*R3ov zQ5dS)Y`%WONC3C^GDR$j-j%@Tk`YEdkV-I+N)cXXAwB2>)F96CTS@0QWpVN@Fas|p z(T$djr?;D-WP;_BciKbPh?X?u8SZDVjf_qZjvsIqZvsic$8t4I!$naJ(2lS232c^O zbki)d4AUpB3JnsMF=KWsC?Q6Ir=%Q~Jc7;R!uY7R_pvNhW$W-5s?dR!oMSpZe1`)U*`_|; ztV;eQkVz8t+#c~DVhw}YK@tZ!PBzDEf!Wdt11eIR=a@tg^Lds9ZocN{*-JDfc#GRf zWi78z9r%y&eDvZ)uBQ`AE#_$eOKtAL5K2SlQXD6~)TAGwGzQADfGvjjZ(ti$fiq;7 zC}i;z^5C=iXCjkXyn2Z?zp-3b3Lgq^2~vsUH#e>q`HZIc^Dd9zqzoSsMQ@-4ZTOC_ zfg-%=;j)!22iER9Y+GN}FpSxhWe9iS4Yoi!!N$$D4qeFRF`K5`k4gk`H&5{zmH99C z5JsepP@pt-0EPI5`zS*oVSJk_^iDX}6AH9u6|-n$#e}@wnqlvw9!D&@rC^r22?rf4 zppb{b)4*~(b{NT+zgbWHE-NnAAHx=suP8%60sav3O2AgBhpqI3ktfVhW!2YsOFnQw zU;e2%YR~9{eCu+|wbSy|tJvijTeZxiLG?d1pY9)#fDO%Kr2c2SLZA58IX$H5TXj>2 z{4~Ks?E#I}05je$LjrcQn>6HtJyS(3r0*EE$GLr3{LDrkau-h#n&PjX-BbyVPCXq~hsfQo)_?mBlj=V;iEp*k7 zOy?cK_@0jZk7G1phX(;tfxpT%jC5PFx*V*}Bj>-9s>TA2#BBv=Q+%sKr9W}OIJqQhU*Ttl0Xw;7|Uc!M13ERo8L3p>qaVlDMM=>HG5HC zGI*AvyhvB((a6Z$_ELdec=G|z(t!XL(UqCpK{gE-&JYh`kOEw@$jo!(Ms~A~DZsP* z$Rg%5mtyQ;JsH50R)qd9>4b~(+`ts-5W#55^9wMCR?^-N$!td23SHLCt?io9AG;KSxH6U zJrWtkBu1Dvu{=f%K421EIBauyK4p8-%v`HLH8$Z(1jji>Ch27I2rp8ZFKKHDrw?%w zFS;|2lT5`Qc#k`A;LXie#-D;!M*McGE-dpCs;N(jA3uhM%}1nE)*MN~ipL_tMtpeQyJ5WAqr zrxXQ21p(;@BB1o%dvBox2om`xtuV*oGHo(%+W8aq>|O-VjuJsp|H8Ol-{fb2A&ATQIF9h3$xlApE=Vjol3 zl!O5@FVNJC3^f2Q@*R`tNC+R(jdFz0j&p3FHnIHfz;Equ2|W6kf)|6oWk&?D@R#wII)_W-|R|4Zhm)E$>cbiOpwr@0Hep9$O=|)ls(kuLAFrB*rPpx zY{Qq0#tP7n4=KSC67b?vW}6K#7k0!%-ocMz{6IXDfXlRFIxo|m@2SH>tRcTcpL+}_ zV-R`!P>t8=L|sB%P{qdMEcd#T8ngvoryy@4zQmt@sSWthjT8LKKGyOZBiLo}lICKi z(|S9Bxdd^Ty=>ql;7=KLQjbQoVJN$SD?~7d;SQu-ku2ejWORJ~Q=`g7CUJ#(dE}0u zV2URu$yx=|*`3&f&gWTU`T7R)h&S~deW*n!r3_)Y#7`P?0UMpDN;h^=4meLi-~bz$ z0YD%xvywrar5>Gmj>|j^RAd|BoM$Rm$WJQ*2*#i9smJS7BERtqc^%|Ht|15T7}cmi zZrV`}n8_KwB#IznnZw_F&PSGfk66ULKz15Z$Wo?VgVUU{5XEOBCs)~TMEf3L29S$b zDv*mGOJ^dp!8oMkx^+!F4|*th~o zl7_CK426Ms4w#}Ji8J)W7XMKIS;@g#=24wm*jdJSR#1eYMADbv$ww^Fz#5=6QG`&K zXuN>4RL6&JjAW;r1ag77%*B^DhA_fdHPvDYqp%x=!*ZDu?t?$oDak3$Q<-wWB98Jp zWhlc#te`#K4k|v`fti%$UVP}}AX^o{Wd}_KAF8pPCFCHd5#uXHkOMV*Af=f`3x+V+ z91RaM#VNndBc`&O^)zs4f8&_RzsVjK!UaO{9geq`q)dpOCfh74;c*??vix3!!Kq$9{pUB=U$UPfAf zAhsmJe#x#?&Y1D)Yo|YG(ddJ4o;3#2B~+#lRoD%PD8h*{`;C>fb@^k*_=NfdQkI%j zCKvA}dBusI`XDC;lsINmmn`^EjW1m0R3-2(mFePCMU&{Pyb3I30Sg&Q08kUV3*S-Z zLxfW^vi5(0#*3|EN?|PHc{;P6QvkfjAW9O7A600WU`5OFb4*8dy(n z-l7-XXh&zx0TGr)3VSJuoj{7>V+bSqV*@(Uh!@yqH0*?AdgZGQq#}L?K8%~Tf#PO<=kFcUs;$@=ZaW{JKlHrld#~y=X$qiF^hZh{S zw@}Vhuup8X|Kli-z+1Fs7iAg2CcMZ>cCz9}F{&|?xpX6v`8-2$%M5iACHa+DYVbQ7 zSivUKcO5}DwsV9$yiHxQQHVUWq(46!zdVn}sK->M(v0^g#J9vU+2Ik+;!E1Ii`HBK z&RWXJ5;a=dvx`>1MW*uxRV*T$nHSOEpe1kp=De|3ewgo!rSqrs;a=+UJjeKqt-JwT z;w<&~ALIDOFuI}!Ly8wOsLwBy!~k|aV=*TT z;-wguQcUs0Iw%laz){n(FPNf&u$B)kZh(sXV<|DK!DNCc$uQ!8IXp~x5(RAkWCLrM z%~FmT)EEiuV=5~+PB`#6!L&6--wG*B%pDV3K2Ucjc6rpqQpgh}v`x}(`6)=!7}<4F zziFyQ%dTqbrvU(jKzqNMt*$zz`-MtsfkV>3Rwd|T-DhkM)t|;+yM$J2rBDgIr#V`q z*?LKJ%+9v5=+08PpP(7vv+9@oA z5^Lq7P(7v>EWg!OBlVQLR7nA{nS2T|=sx_6G?95OB)_FN<+RXwNdGz&7Vl7Y`D>Cc zO4_ON`otpUzS)6DW2I0-omLU`(LNQ@B3&}cG!PoBu|lYb9+$sRLA8{ZQ8ad1QxqpD zO0OA3#%?6G#5wWZM*?}+V(CE=Gfo%LmjXajW0ni>34M&{X&WA3BOfr(p_ZbQ(T`k9 zy;B0pDY!&>eIa$87t zwos1EcMJh}7=@DU1Mf4m)pD?!4veP|%dr9FS;rX)7&G{%r~p7aHuDxu*+v~Eo3r)o z`~rltfQsgMYq5*$40ed@51<}>u%an+p052BOtM!g6pK1srh7sD7vDRSV8 zjWG5*-BA@T@*%x}x@_QGUgDf_%}|LVY&Q$Q8}lBWD9m59VG^Bb3erC&001BWNkl zkCBZUhTr7^PzXEGJjTD|BriM7{VwBu+YBX^Blr-A4_Q5wj~17LxX~E%+1KU>XSv6c zD^}RD7`~PVReI`;y-~GABznma} z01D7GiGp+%hBJUYe1^i6|KqQ#{siwTc6zbtiPkJP&mndsK z_QCv21#+?yh{q3jiwoRO7HT>Kf$kxmGv*_VWGFbCbsM?xBY`LqWvRDpBk;x(6_XEOxQQ$E(U_^RuGL=GoUm;3NbQ5DGB`4OLYa_k0>j|AG%nFf?#GjkDV z@nbXxfa;8Ax6#L4ceDlaKJOCDe*VV;Y&23H5)owfGubIgX~OZP1_vliIPf5wS;4&q zcjR?%x_F2DbfyO3yo}wcXIsfBN^zQ4gf~aXO&o<7%Rt(a&A2{*m+7D8S3Qzd{9tNt zoTmz5Y+<0`7x{=|^fSuQmQdels>^84J{B_&KVGK_f$Zl>3O<(9p@}6o_Ab&NPNtH} za4rs`8BKswJV+c5GSlKP%f@nQn8jD&j36E_B9H^+jh%et<32XC&%snK8qCmjNFb-lnvCx~4(QEp_OXxoL^ zgDMWxVK9?`A2`5L9wy#!n!ZX0PV*Fl0eF*jz&ajc8a=7ZeLR;T#H8=Sqoz^_J11Gp zMNaTJS6E6dhm?dIz(s;AJz8aQvdL)9IZWToN#Z!dBpT7m@RD7_c4N&EO^lg{5Kj;n z2{Xon>x=Ls#$Q?SBLF+)d4NjT2?Vwh$s&f(h_YNZi_!d8VniFlfqdp@n24Xr#V=`m zP?doG^rtU>@Cq-Hp8#V#Tf<&HB`f{e$Qhs%XZe#xd~Hy*`4dBIs@VDOA`_U35A_J* zXWry9-r*ViC`ERQS1d1fc5)A;%};!3$B)KL?i!QfXB5MS@+{&LCOh!5B#_H+{KjE3 z{TJ1#LKffv{TahV#_}SK$;-Qjk;W0@Ai!3P9<;%qc5J0Q{jeDkVen@wm+-}Igg$HW zGH;n9P#HR=nWa8I;LRsgpc4go3djW{09&X)S)e+;oCbW@OGhx*B$0eTRY48c>9GOy(yBl7M%bT?v^3x`Etb3|9ySig2ERmZbm7tYH_s zSxOLoyx_DFo6Hf0U^AXkK8Ip~jl9mZWGijlMRwqPGNH*^Gy%H{*SILO)akRL`bbOU zV@e~%$XnAjNfpdJzHv|tOZ=~q1F!szCScn%NEKvvIKwiBB-CEor$~LF=X6-oTCLP3 zEzm@LtT*+F&`6C{L*>`YmZN@EQA4OlidO{{Qlth7byRP83sqE@UUjNX0!tX}fdB1zIIl^6O=@w%e>Ra&9Cs>3?0 z5X#nKXCTvxqBz@rm z4b(rHV)^6`l}shyqkGHxHA4L)C8(fkIuuFxsinSHiYi|5Iwc={t0+kmgiwA5 z7BvrNCe%lf-;jp`grl63PBpK+fCxoFK@O5)V^}=1E@X zU0TqZlbpoPUSerZ79fP@foMkXoP((KT%vdsF#`zYE4(;M1xw{>F2i{-1}~m;aWyCS z9WOqjKTjCUVmY|R-?@knc%Q2L!XR=n5`QCy0pr_c4E6|{b6&hTeS4Sn85dFfNz2<< zZQ|?3+z5u*=1xPH+jRdySk#4-r z$0X2=HT=kEOJY+vuaey&w0?7F%(`3K05Z=6Y^u&*=CJjFqzbYtN*#>V%=Mbm4YH}Z;x*jG>MXHxv4+}d zr!FbNjBNZWv`oROpmMsX%gU)1ic>umby(q?QXPxT`_1B26}qJpuuL?n{6P_qiQOa+ z#9<<+a??)B)WjbS5JEXKv%vk)bPPQx0Q|x!wgYDgqyTn`)1O~~sZ2HYEy8Mo9V$ox z{sKChTdPPc$12Z0<}epOqUdb8T|?+W7QP{dFR9{^EPW|k`P7iexP}-YftNVM4)QRW zs|;W<>lyE$$yJ069(gLDzu~y#TbW;()`Jn9Ooio^q>gY znMZzOH4|b`8ExhT9x%;Ed`~@U0=0oBfX|J;6R)}#2be}V{wCOAQg$8Rk~0a3xHm9} zsf^)X;8%QkkP$!vKd_Lq1apRS{9^FMcm@rD<##7wu6;l=J#wZ;gj#62c4>zisf-dN zZB_}rZPAupBY(A1sLtv~y{D(uMh~c{yft4R8?M?|&DKO+ws^yQ)KI4+Nq?)AF;Qx+ zjgsQ^x=>fm(Fz?+ZOT#U-^|&TQx

m2Bx$y68td|U=OhWKwpNUyRY*k*)7qvsI;uzw(J=k0kM)jvX^0NXt||^I zmz&2jpqzevfM>- z4f~>p+eCuesYa^Q>Hia^@}M5@(3xhboc61O%E(V>ff7{L=$qEcuF;Ze8u8>_Dyc|? z3H@P)-eyROQ4O<^&QK8@)*4lkBz>>!iqu3^w2Wa0)l=|Ig&>n+o6Ee~)7qPgClPxK znpt{J%b&Ytrt%*QL55I-t8C*Cc6@2ei)=BNI_fiow^_{=9tL9R%2C#k6<;GaSS+Iy zu$SE?qfBQ4n9pkC3=IflAF-CwxB9^29HJ;a_}XL;zIjx0$yZ$1WXWpJHJaryE>jdZK^ZeNXXi=2 zWD=(t!!SMp*5G3)h6@0?u%Ge7GK_-sv+%dyMP|Z(&{Qr^6tH2(hn##!PU@N8s$@@f=q@=NG_|fS^A&xm z&kBQMcP*Xy7A&Jo9xk)b)V4Zrm_Rw!8l1oo%6OnL#f@I4AxH5wi91d(gbyt;bYdY@ zT`GNIQ$depYv}i27ieK9vBx z@G_#z=efcert%)5D=Rt2KeVPk9W11P{_Merl^kaapHP(!ya-HZBXJyJFcX+|YsnKb zB-T=fsf6zO1fJw6y73HO5X&XLwv<^{;CC12s6s>LaEkeKrI;ZiGJ?;54;jjD zyi6B{Fo$`ZW*tpw&mKN@QqP<~0L2&w#F%=;ODN&m{gPRn#eWJd@yMC-8$rdVw7{UO z2-bLY(TBPqX|sGR&f85wyY#0K5tt>Ld{tV5G*5k$UxBKjpCuL4kLD47tD4ps!MU26 zZp6~BQB`!+F%LP5Gc(R8zur`cq_g_aNP=A;n-=ONb&-!=(Gj74%>9dLybDM7_3VuZ z%~U=ORf4K&gkojWW^=#q)k2Hp<&d#(J)COO7wRjUR%(PQ7_H%Fp{toWu5w1`JCB@c zm6m9uL(#4rijRUEf?R)Dwxac|wwqg#x?~i4&9gk(1YOY;eXPx9a88mgX_ltDENS{L zno2*lv6RU@pgxk?oAZ=dUK=Uf$RH>TDOeI=2eQ*ahoBy7voRZBDN=n2J^3g8&nZeTp zmC>U{0rDj+QAc6vpkztpnd{KS`D?JydPU1$hqXWm-KUF^&Z>n*Hrmx zvQVH-8d-9?Gjj;im+EZ1yBfX&unHM6rHQCZEIsIG22X8tV+AmkuH>N&o4}>$cqxa) zejM3o1eD-1QRJZsztNTr{DCOQLO!Q8m6>G87@uisk=_I311>Yz*t(p#<0=ob$dcBc z8F7g}m|`+9|5p)>w?jo~B?8%M2yR^SN|gqtaGGKK$po+{v|UGW2RF|GDo`EpCxW~L z;LoGXWg2~04|wx1r+AG~H0C$}2Z%PSpAx7}K)dw-sI#UM=8rgNxb`M!Q@OTDc%r&{~)gYZtTEQ zyy^7WIs7c~;dln(%~$MYHUClu_>MaKVdev*9Xpbd;?DT*u{Yn)$7p(&d7TI8!Y9)(!$5u}fEc{+$D8kI4-Sb-nb1`7f~j14BkbZKP6J{n9|BN|1ArHH z@=(T!vS%HC@CU1yj1SSgz&Re_H-5s0jf`RkbJ<8V9g?t@1hb!L=5vsE!pTB$Do}`L z$i{S2s_6}WUF$*a8SRrv6Nl(rwgTxNmh9-kexh?1NL%&Tr@J?!y^O}LJ>=+*PQ+g zp(O9~11*4#{DU{pj*&z=Fal({5Tq0@KRxBvo^h(GJldrQb&gEY`WKzBtpy{}qMRe{xnwwi88AA_^;nlFE( z><*QCX>}Hd3N6UA4&%R6M#!di`q^d4?^RVa%atSbje->+9QZM%Lt2tbdO}C6R$KMZ z4!7%7GSR4FrvrbwwdcR=U@H49j3BtQmm52wjW7sipBD;(xD!E~h!Blr#2Oi#X~wfQ^WGLW(? zbJ8(OJ5tX;AH*TTIn7yOC_--XQOTtvHvPSsdpJsgWD^;4Sj2Aq7yujqCzhDfma3q% zt(oShYX3}?SzL+VxZtEM=?aVJVN7wVF@m8yLN#)6D21urNfPMENxot+jez4+=R5Xt zihMjx7yN0+(@f!8;3)lAXt)y#6GH^m$p_>y7lWTupCweKJ>7ZUVOki^8V9ZQv?H~G zdGSo*GxoXo<^h_}n9434vgrq(ROw?TFoKZ|8uYgwnaWhk0cYGWm5uZ>{~p9Q{JAl4>MuS<&BTV8E@&R5(<8I4D7GPr`4>68`0Axd)F=om#*C+Mp zLsu#j;h-4?yQt+MLrJ|)ZwT`NU!I^o`3WEwSvbdj_A{H60JP(2+Go&I&IG#i;BCH! zOl2zWdbST*a)Yzboc$!QgJ60AFvRYFJ42oP_^=uq%^1aNG@}v_ zOEx0-nFA~!n0r}on9b)bXAK`YnRQ){IEhn_T|C4|{24by0U_+>7zfzL0le`iC(*=EfI4)e$W5F#4BYbi#5oY&h0z#0RSDu7 z{3zz2c#q*@&+ef0b%_LG!HI@C45-Ks>_(S4& zFU`|`x9~CTfLR>mWy&Nm1shd(p3Q8c8NC>ohMLArG;(Xdfvlx0eR-NnT;UUJK)A7V zcZJIinkA5(x@_VdhB1u@-~=OS!A~^ApW}v$wgC&dfFI?!pZ9o;+3e#KoA{YQtT39X zvr^$P#__Aio_1+BGUDE4D;-lg@$11dHc^pf9=XaW#uLI&eg__5B#*MsscY%SV!ovZ ztI17CB3Ms0hwGidaED3fFlzHI_YndNq7387N^MTljISBM7d*-nOy(-X_`&jqTk;4| zzzm8}nNr+KO{!9!lK9cmm_KagL1KY0Bc;*_o(n;)6!NzagQkQZWmgMDC(F6$3g?AB zbaUS$>ZdMxNz2V3RTDK$cJB^J^q*EJyQb+iAs-cyO^+J)bx?J6!rW`ImP$IK4)QVs zkU8~=B8?E?UrBOt8w(St$9AYqWaKB%`HzNx4& z8mR8c9{H*UI@~ov(^NrYbxG(0vw*Ir5Xz@v8Z2)WRS9{S9GS1n-;mi`s=j(t!}Xld zeR@G3sEIJDT%S`u#Y-CK6zcYHX;+l0sh|$Iz5h(1BC_iRx7h*L+*EvedJ2VM+g+IK zPK7F7N3>K6T+&=SB0`%rTl2Ka!udGi1`YXUO=X%$v13Y5cPDwd)Zn6uxe$uIxhmE~ zb)2_U&7u1!rx|)y&m?P#M19(^W^0kS z^3n*Wvz`^&C`p`;_4H19M(aOdJM&W!KkdS2>|{G*sbYzOq=YkICQhdw z-BS3js*BGm8%y1iZk;_VHL2DuE12d7Fhxg6Dr_zh30cb`~lcyz`1@z@vTHt3)db1Kk zck(ijCn&;Olwm-UwF`yA%7j%i8mJOCmF;5jv?|>m{m+6AMhm4x;*Y6t?)Np1e;AAu`~D)2;?LmEAb(S zUi?T)U>ZLV$ZL23qo~X84B-AG=e@$UT1OjIIYT^S8Em++XVTc^9e4l-_>rg6n0D8I zo@`~68{xJ^9!oP!uHVaSXw6?lChIM{O086peY+Z0JQqs{$7ZC}hmwr|s!^T7z!~ac zXKk_*-6NJ!CYb9SZ7X<~NW3Y84~=QS!}KJAdx7s*O%3X@3aCyMFp`j*UBo%fj<*I; z{L4u*I@aE08mC80Wh*$jTT_GX;D!rzFK69!6{iie(?uINebJlqWdh zm_iwA$&t(E;HZCqvmB;GGRK{?R0$O!fb&Mj`3e2GNT6jlvX5&*eGOSmSDqjSANmmJ za)ldAelr|eiXDujPcm^Ak50f&fLp5#*Jy|@2xQaJZS%?o?2`8A`*ofnE>am`OfkxEA zpTDR|R$#4ZKF$;R`j$n2KLKW!6T`zaaIqxth^fqXD!@%G8Zp+S%XW>Qh@wwAHo7J3 z=G#oTw10_qOyq@RzP%ag@}uA)u{7;yY%Y}@>r|d4niJILLvj;MK5~%Tp;6Xh8&Jwj zXWh%UWMMU>fLfGbG%G00elD?+N^~GETlt8i_!>DAfyqoFU$v|~vND~*W{2a$jP!CA zCm@$(Fz%xiIMCfB9aBD}CzaBz!G-WL#ctBvZ`Z>9eqN`ki)VA?CSUG4pv^6~gB;`_ zFKbiS<6ft&F%~mgOb9jEN?o2LA8+y^Ie<9A&!_WY001BWNkl^EDl>8 zEPvZf;c}0g%FPoZ6o(Xt`r$;FOn~Wu)f`~HYwCdv4lll^DxFxFq#w)zY_Kr&r{2xs zT%emV5x`?SX8b+WY}5gkC*&#EJ@dliZ|Zm(q)>ggjL#T#1MkGmdcR6%$bu$!P@ef5 zp-mFmyeeR+Pfsnjvz)eW)SLd7-~m(dA*(|vRqAme$$)6}RP>}vGT|vtVJ?qmV)?Qb z%w#7`+3xUZZAc@FWfcAB4QWn^xoavZ8cXC&9e)Cn@l&kjejeb*bZ*G!Z!^Kc&EjEZ zbA(!~w|rI@f7TgMh}7W}-?IfD4{(*;HI*dDm89M;by!b!7crA_yh1~I^3yFSU(M_~ zS{>QJ14KA{_9_YdmFhDc;Tr&AZ}OeqHI-!iFbC4qe&1|K6l20Gy97|~C z!5~<2*hhkygm)*QIDyQ+LA)v{9yEe~c8?`WW(-VmsV8~MO{EsFGtEbjqLqu4N|syJ z)91jJq_p==fFJ$1%JNhmbC`EJ}53^mqPc zLxz34yLrO080^fiX?|R1*vCaK196n1CIx`s38!;9-@#~B@hYW~N!4)1D&D6JFViv| zlZb8~hS4;Id^tDZDH@7_!a)qd9UPaxIvUFE84uf(PfZmd^pbX~vqdL8HAv8WRWkWp z?D7$^tDas{A)!JllgN|P7OS)F#H-h zd6A%093fsM3;(+XKCT-hnzIBu2*&N@0ZLI2v5YUN$PnP;R8PV}=uJC9d5h%)5y~aP zILH#3v79+FlOUZXAPn z(Pg>+t;0cjQH9~0AdKf(NN+asJY^|OQ`XamulU$xL`h7pNlgTME>($Q3jBv6@QIZ#AVrJo#QGwZ<&=}4L9F6PNs ze`u8ggxYF@!`d)Pf2pp}dlurt$wKQb@ASwWHnNOJ)q6|_cF9CU>sg@y%}-&m9^l)dP1F)U#O^7={@=BJDnAp;^z5dRa3VbF{To!8uHcl+ifaR zoQ4ab-pP=%9#$Wrer}PJrk|nIP(dL-but>qo06n3#p{$Vm_{6_uVj~xKGJT3E!SNi z*m9w3P-nuEk^IlY;LMR~Mv;5pu;pxJc5G9ajYvx`P(`d(=&+ikoAL$4w<#UP6l{Ntg7s0*%*{U&T~GK0?S}gS6+i zKBOpltBkHFTJ<$rv1a4ms?XHO!f1az5>i9x109pM>bM<|L31;NsXQ)(O6aoQkWHwI z8@%|v(zb^4(ipQ1+|p5{qtMHi1>r=E*3)XCTB@a%dPgf$B@&T7 zm@1p{X_2H8y5C?tAEWX@74@nnXuB>dL=n2E9r{O0bzHNBY|5j8ZqILrsFK?&vGg>R zAlZe`a7of`-6s^NA8z1Isq4U0e;uLfFVx*|ble#eu|`65HN%t^xkaWDr=mi&GW5fV zP*L^P0TogO9nmx+3e-xk>!i#6@`#?(6Ivov&Z4W5GJ@r&Pu#wu^fZ#R2Df9kA)`cd(cx~N_%26mepPU7@8l_2@bM=cyeoYF3J z6GF|kC7H1Ujk>|8+~Kx*FFo%O8zW!Y^t_?BlANh{Fa)^}fP@TPXgU)ZPJTL(ows>` zC+W><%CUn^1Tl)nlp{YysK@JU;zbVA6FZP46=A~dG|doIl?#aBH_GDcpjT3fX)K{C z%cw~kW+Y)nxBw}t24kU*?$*|NEJYAu?H zJWWpGI7glo_iV{FmheC3@i^sa&URk9;o0->JYR7*70REP3EtG94sR!+f%H(Dj$%DM z@u3V5#GwrM047kI@tkK5vl+u~qJTWipfA5rngJ~290@=ICphO+kG_cdsnArc&4$}P zlV8VWo(8%mUvedttrA0nv;hf z1h9aP^e}5TL->cCKz1%ro0-O^Q;AEJc5-uIPO7d=9>3S=2DL{NF@(E)TxDKyQ+>@J z2>p+linr%Xr6SkljsMJmH+qyNRO5S&^EBBhOhG;cHd2+g6e57EWFdfTKs4D{LU$gg z6g7!rG%uw}|Edx-`H+`yBVp2fLJe({XcE#T#*_7~siYNNKnW5xlFqY-b2lM)mp-`4 zD9!^3R0K9~4-e6ltCTU-Ij+y$p*0&QOAod)jUZl2<+B)0TR!D|w_E@_@q88JuQW1b zY{MbV%JnxgmEgM*u(aT;sgl$lNYot8Xv_NNd6kmDqrhSIl9wSIrFk;@m*O+_u!Wa+ zE7d%Ut!d5&OmJh*uUYExI}PR!9x?uoBYj9NvcgTOAN*%cWrO*0ngFmV!`)~_p5avn z0>^=a?Bypeb0USgc`INbMR++45A`=n(D#Nh?Qy(v!x%>DF%wbOGHFPUC{G;!J$S@a z!dPTVbS4J84rkEY?Mxy&d~tFB0Twamq&Nm_;OjIA-vzRiIt->O`;yrslIIw}n>^?7 zdt62Z(^R5?z;t+yk#Gy7JnleKSx<qFAX1n+oLIcO~E0c_L(PGs0c zUq9j*;l_U3nL-!dxT*R4Xg1J{Pbo`tCUA(;Y~UwerW_3^!rpXI@ZCrP51U&NBrhF! za|TH=BG-2=JmLY128+k53Uh(85@K8BLOPxP`lpCchvBlFx!@NmB~Y0n$H%ELzH)VXxJx4m3-P}RI-nHqZ%JJadBcf6?_ za42RtFz`|xCta0xhQqeK}0dlqLo;V{j+YbtJI zk3%5OkNa50I-=4cyyhuRb4Zju4 z!yMrUL}^YKpZTzXecVHKk2bgnR?x|TntN)xtW^#`hA4{8bQ7>hqMUr}_X82E%)qx@ zf!>634+VJ`Ujk@JEECxS)Cc}x0b2+qhIo#$k8^Ye^0O#SzcrRUY~v6gbC|y5CqK}f z+3aO0bLo!fa=>;HWpNZk2!BGdv@v2r92_LPfvz%fu4}0!p<|;gd>GSqVoJG zkGqQx^564+dBjwLagN-U1a3yj{#Ia#F@k`dNxZ`gEae36QjF@Xcd;B7`_m{TnwzVf zrYVj2nw5x3kgBA9_c4QO#dV1|ZLBO7diZyCV{`bOyQbnMjsc|{K1rl(*qWhl{2xjZ zKpbCjftoC53_nwW9ze+?IkQ*TN)hHcxMAH#X^wFp#h6L})2K_?bn27CSV<*vJ4}sX z6y6@DB1&KbmD42$;Ep$yl{jk$W~Vf8ECc7C#`7<=IZh`A0TXG;TE659?BF6exQQ65 z5_SX9pXBfel{mv(^00};yvS8>@ECdu3xU@h);))ScD%t(_IU7jPH`;R(uKRGk^*8` zgrC!>0&RgPUgK3pvC2V?G-F^pXPHeYcF>4CR3wZSdD<8?{Ea#ObxfxoT}W#x#|(Be zf)c#{LT zoZ#d%xyq3Y)@E+nSv-paR7zrTiBqtzjIDsU%05k%uf411YOJO0GZ0+thp zjTn5$NesSt5sDY*2?Bh{N(t;_0giJHkp*8O*#(ScK6X~pkYDhnF_Q_TI9}K}jc4L2 zq0FR`QxV!;@{*O>RAUiN=Qjf{5TU z*~rf+?40K~dy{>f`HUPd8#WTCLYPCCF%cUm4%nGZG&X}j(uRPR*eS&sA^;mL2<0?2 z7)x0WQkKe`VJGKFzzZAxWT7@$IYM;~a)eNVDNk0;Q<}{LP>><`63h|e`GSFs3n!j)ZZP(!estGR1HT z1k;Rr3FZ?%r9V>`XK;{-S6IxrJ8e|i48#!T)Mw?RI&&@CgIPdc{K!Wkav{8lAvbms zxJVdLKrmq(=L{E#<}&d_CA-q`GVA(sQjzMECXnLzkcDt^<4Z+i@go<92%#tecyocm zKolVy<{a6{MpmK-Cxo+{=P;rqS&60qb}mtztdyrH0Yq^gAF>f(j$l3(I>0Edl8Y#^ zyE%*9#bZ1|IR0cKlsIzW%N2(3Kaa#!)&loAttrkLye*IODNApesf?ij@8Jdb@g@(` zh3=f85Ep>Dl?eLYrH}Oo@OxJ$pcJh9B-vV(c5h`l~^_aUP-1`QG9@n zBGe*3vBVR^Y)YBwi8;aOPi@#qz)n0ia$%<`jfiC%IVeI4Y@Fa;Y7k8{G5AxA%LI^< zgPfruF$AXANUysy6J4`@_@$B@Bde3U!pC88=Z7D-WCTt+LPp?2amtd#=u)m3UoMYL zi+%>D#r82Unp*%p7|mxM;vC5dmbFIG7V#bLSlDVRFp`d}BO4bGgSpHX=68S6hN5)m z6&BN*K}_O%-e4n7@tDh1PNp`MQ-m0k97p(3ooY<9d=h~-ksKo*Ap}r}J)Fcw5y}#e zozvtbj~l&nUSlOxg#>JbV#5bJ;sTd}ST1pnvxISuOPnT*cmfE-8y{?Vk&`gO>B#_FB(UDMyur_WIjauGtpY+H@U!(j>OZ8voWiC4kj<#oBnVBVFb#dp60C+13EJ zySkpCGfSDFHCl#Xf=-sY$}L_>o337QHnud-MC{~j7uv}W?Cp*gNaeeMqVg`bHBCj0 z$Rp@#c8%lqD6n&Cj^Du!2o(xc+QQQ0o^p{YZB(gJs7#er+RIUDkqQfZWUd*enr&gd z11w=@IXcQWLR+7x!Ya%3@RG@R+%>u?l(587i&R;aT;mdob+*d9tf(7u73*qx9lu#M zy6NB$L**$|ZnoFFW}zNVG|xb}o^29GZh>1IUyB9c4M(J$(u4H&NE3-l!tpLMKE0_zF%4GFKJ5RLUWStpTWu0gv;IKFa!Nf`xfXd-at{Ag>RVdvpT9xacZ|d z%rwtT%gt7*N(jp=GsgsLluKl>L6&f+_68cPKl0=WOB5KUgH;wPw7o6s-L)t;)^hXA z_o*tSzGidn%+_B!tIe}SjvNE6u|}m1woxv$!)DrP=MLV5{Uht&R%(l%J&?@9z=U)|t>6hyCz;J))8? z6GdwR+e$do=1KdBMYz@&h2Bg~Rh@j_?>*E)^Jh1BRq5nFcV`InUT%p8P4u$YQwDmW zl^Co$#8S#}XAap4AEN^j0#IXG1YWC)YbUDL4`Hu3Wi_=;j!7!INNLznU$b zq&M_Qx(o`wjH0r}WFvJXL!GK)tZ_`8UHpQSM!Whe7)7)(@c}8qsp{c9+A~gXqHjOL zSdV%Oi;R0;hvP5F|4W^1 zWeuAt&z%N4)&u4koNUW6C`m1tD<{cmu-Ziye0fCW6AV%)`&{vMjxo6fm%{tvW4r@u zz1%~Td9BI5zo#F2#}gUObT`_Ct}@BHM!3WO^DT5pX%w4#(svZ;p60awv5{aK&m=`< zifCb0%LXZ6Z%gQ5p2l!Z^~b!gV1m%b!AfuVU9Glm_VcGEr0M&y-#OJbskLD(el5o( zE=GadlS$Sur?Fgi^I)w{9G9B84+fQft6u|)D19MTmDe1Y+_TQ!4?dq3QQiH^iFZj^ z0&DR-Pp)I1JzMngpr!WCK;>TKR`a~z88e-n9AZ7Qj7#`hgDMGpVOEvt4oiA1vR^7E zDo7?4Z)&VC-ArqgD3xo46-q47S&<>S>1H!+R7!lI7)qvP6qUVHd9hBcLgR6?Cme2= zyBu3*$7W0WZ@@R_x~0WE(+v=nC8pX{^)5m7T#^&)vI&D1%FXw&IX*DfhYm78JGt8E zsEZzY*up%sjWfk;v#ruunLc*%EqiFIOx{M>8)-b=vqP;g7Z~8{o@_! z_l^D=D@;vBgSU85c@aCSW|PdehR1Ttvo7${cvP8hlDX!ZV~J1ARcd!V^|Ggv^vd`U zYOi=8z*ATP%Ik1UqL~1#=whDxWo};yc3ou3jfAew7s|v0ZA4ZLQHg z!!%j$ZIf+RBR+bWsfOU+t})F}=jn&}y2x>GOkXbOEvcK zb1!Aw4QV{Or#TQ7`>YP_(PNG?#jWOh(?k>~^K6~CiC3JE%!hp6_Qu;v7yQ~)*0|qj z2f4s2PV$;p>}R@Fu6FuH4S~rk!|yz)oenzNPO&1zifp#tUDM~2-U^DdW-wfU?Hhg5 zl^*f5&|P;!GSuC=!$9 zv8bfub?4WifSRG)LcesRZy2q+Clwl2tIvNOq_3N8X_(hl8SGgH;6eME;AH2xPOcM_ zD>cfwIypi&mu_5Jr4psKH`NSpxjDr}SZFW9ebdhM%)d*$k(#->W^MAmNTcWDsZRBx z9NSy%6P)0Wwe<4N-p!z?H#OQj6;qwp;zZ>&>LH3~>v(^0Q?t1!w)4JOwKDHNOImjK zCVgPX)cMpZ$Ls8AJyp5F*Zs^$2VkL(e9tfJ=9fvgLB4x^;wb-PqE|PvGdZsv&Q0BZ zi4rR;H`QM~=sEOpzVBvm^i2}U5Nbk6)}m5iw?^IY9K+4`lHIgZ%it%yImok7{Mv*PIMTyR8`uMGf<^CAGY919ZSB-F3?t_qQXSafuy$V2VealC(%4 zwv(|=OFiF8zcAEFqx^Og1id8IXT%jv>Y{5@Hqw@O(_*7) zsXKXYv8)OFX?fa{l}}}v?>MND>R$8V8S5?+bd(a$Hrv&A7N+41mn%W3cMX)l*IeYE z8K;%2m6_p1VTPxCUW;Ii4-K+9I|HTC^GX^tM z>8~Ar;K%i3PLeO*LTu$#2iOvG{m@{$VW3H_F<*(x3^zh`%E#=MC@R$s(wf`>OAfU0 zB~RNat>jIIEW;&>^~%5<)(|YvkczntUcpwo>VJBP?;R&9JW>{ni?H`#4$g zxt-=Hu+#*iQsU>-@;5w_ED~3Zo*A;K*NvW8+ZNT7+eKusi>hio`lI!?uU@XTENuYY z<1D)xR)b=%%D>&6%#^5}0HpbbDvhtDb+3IQ7dhWwn{j`l@tCMAqZ=k2`{ipgCEq}mGG{lI>FGICx!4Q-B;P*nRctSxdd~Kac9DMW@Ug9p@zX{UtT&an zB*fpMe!LQcL!25VX>A{e_*dHTKO#4>!_hIY!F^Z6J#ldSIwB&j4>2X}+-1=t3L`hh zC65=zz~~*%#b2Xeh|{AoA|l?70U`E|GonijP5qL8#o!PkCk}`e5wSG#Vu$1>R>rx} zHbidRU+ZqlD?Vz%*U;3WvVUyV05Se? zncNC zQ$xqib(v9q?~=5(w>{%N`IxROEe4>QB8$v6-Gym18AI`*?k2lPN7ZrB`3R3FG60|X z4K6TV!YG&Nfl?$J7;kZ!)`Ob@xo2!}huqe+3< z&QWeK+TH$OcaM6>_PXlg(Uh0#AHJ!Veeiwb3^c+CiX4SGBDpQPgo4&TyL+Bqac=KXrC3sLx@D27;o1&vn(!%fl(B@#f33D+4g+oMk0pCaj`=b#$~ZI zX%*ZbhlSWSK26$1V!N0T5fK-LI3Z?4WmGhor)y)_DldixSt`|68W@K)>o5CH%&FmZ zdnfLR+vD8GjYpDgpT+a>SX>!5#1--9creDr`zgz2NIV=7|Bk#^5mj+Rv=1S+jz4cY zvwp3p932|q6`2>gaZMd}u6Ql0i{BVhLwQ{o9hYWouZl%6CvAwW8`I;ixF)WSF|i_T zsC*ntLQ3o_CF0?d-8MFTY=4{oBj?OixM~6D~r25!X^Hh7IV>*SmHbSnCTSvnX1aE=DEsq2FOp#GP%lC zmV3v+7F(>uP2Niq`c_!2N;TW$Vq+vctca{@zcrnmQkgC)yLs3&yR7F!@7g*;ra)nq zqB2{r2F2s{GgV)^+TK|i$X*+dQ_c0UZS=FhgS==T76!ve_!jEi%g_ z&w8_gPJ!k?+N!c6W;9^t8kwPe+XlFPYbpy3uKwBI_%a7Wlddxf^LSv~7g zxn<^1K$nZKJE++A7vp z_Zm5uIW98NE{-?XJr2x3WU=7`cVly$P4SWg`*TFP9r&gPM$7}0lJ?!KIXS>~%n?_XHq%AO`{l>U;%raFTuvbQN zyw`fyqjZ!tG8L;|joit_=9r<4_Nr9sq?;03D_78fROBPP<~~pB;|3=+LpimLPX_ol zSr=L=aI`zkX!2S5AFi~&h32aCxVv4et-^XmWmW2V&9$%1Q5{3^QBpYzj7;h>2l%x& zHoXGI(SGA^>kyUynw*jQoK7ZWanT7hGGRC!#fmcoaWr&Z-E*VU7&I?lr4hcmZ@JUN zCKiF~pzqQNs1V$6-|Mq z63%RdBH7cSP0oEXvqrgxzVeMrT8Q;~uc}4l8vCVMj#Z>wZ)5bqhlbg~Nj`O_gK(Rl zZdwJ5Jq>fcvog{cyr`^R<*XP>8oVv|u5Rny>TE@JR@~f1F%jo@tjYOiI@Ktens1c5 z+^nP1>(NNQ;kG2_@%d@3UDI+{xz6{k(OZvANC}@;dyzTMNSC`K!@lu7^6D)FkWCo= zG7}v6g(|_&T&T+054bMNt#N32Vx|LXjgm7gP=%Z8>EFKr&iVqoZt}O4SBX1~!vfv( z)yr^q>FdH;9T$7p59(#F@4z})TT0W&BW7b@tDIozCLmMT7&?8;nSY4Kz7)SJZw*#j zEXT*5v?4jrU1aB4OuUa%BcZD9;2zT6Tku!ig-Ru= zw3DYyfjpI#TWO9}^00+6OHB8va?6#QUc=AVSx4RF>7v-?y4Xy6oo%DLwhC04X_3|P z73!deHu%IMC01a7Z8o9a-HJwtO0~^Usd{g8c6-G;NqWr8*i4TG zlbC%V+uAB&jYSq%V4+o3S#7ln**u*xiJ zbhf2#+FELs1r}Logfq0a!b%f7<%y)J+bSww2vJGkT!&gCELN(6e9yYYC`!_fvsit6l|_ox*|U5LJpR%wH!XSNar1}oOnVcP1dGsi=l=uj W(#kmp++9@w0000>> import csv - >>> with open('eggs.csv', newline='') as csvfile: - ... spam = csv.reader(csvfile, - ... delimiter=' ', - ... quotechar='|') - ... for row in spam: - ... # Do things - ... pass - -Loading Data from Disk ----------------------- -Numpy -===== - -.. code-block:: python - - >>> import numpy - >>> spam = numpy.genfromtxt('eggs.csv', - ... delimiter=' ', - ... dtype=None) # No error handling! - >>> for row in spam: - ... # Do things - ... pass - -``numpy.genfromtxt`` will try to infer the datatype of each column if -``dtype=None`` is set. - -``numpy.loadtxt`` is generally faster at runtime if your data is well formated -(no missing values, only numerical data or constant length strings) - -Loading Data from Disk ----------------------- -Numpy NB. -========= -**Remind me to look at some actual numpy usage at the end** - -- I think numpy does some type coercion when creating arrays. -- Arrays created by ``numpy.genfromtxt`` can not in general be indexed like - ``data[xstart:xend, ystart:yend]``. -- Data of unequal types are problematic! Pandas *may* be a better choice in - that case. -- Specifying some value for ``dtype`` is probably necessary in most cases in - practice: https://docs.scipy.org/doc/numpy/reference/arrays.dtypes.html - -Loading Data from Disk ----------------------- -Pandas -====== - -.. code-block:: python - - >>> import pandas - >>> # dtype=None is def - >>> spam = pandas.read_csv('eggs.csv', - ... delimiter=' ', - ... header=None) - >>> for row in spam: - ... # Do things - ... pass - -``header=None`` is required if the flie does not have a header. - - - -Generating Data for Testing ---------------------------- - -Generating the data on the fly with numpy is convenient. - -.. code-block:: python - - >>> import numpy.random as ran - >>> # For repeatability - >>> ran.seed(7890234) - >>> # Uniform [0, 1) floats - >>> data = ran.rand(100, 2) - >>> # Uniform [0, 1) floats - >>> data = ran.rand(100, 100, 100) - >>> # Std. normal floats - >>> data = ran.randn(100) - >>> # 3x14x15 array of binomial ints with n = 100, p = 0.1 - >>> data = ran.binomial(100, 0.1, (3, 14, 15)) - -Plotting Time Series --------------------- - -Plot data of the form: - -.. math:: y=f(t) - - -Subplots --------- - - -Saving Plots ------------- - -So far I've just displayed plots with ``plt.show()``. You can actually save -the plots from that interface manually, but when scripting, it's convenient -to do so automatically: - -.. code-block:: python - - >>> # Some plotting has previously occured - >>> plt.savefig('eggs.pdf', dpi=300, transparent=False) - -The output format is interpreted from the file extension. -The keyword arguments are optional here. Other options exist. - -Error Bars ----------- - - -Stacked Bar Graph ------------------ - - -Resources ---------- -NumPy User Guide: https://docs.scipy.org/doc/numpy/user/index.html - -NumPy Reference: https://docs.scipy.org/doc/numpy/reference/index.html#reference - -Matplotlib example gallery: https://matplotlib.org/gallery/index.html - -Pandas: It probably exists. Good luck. - -This presentation: https://git.friedersdorff.com/max/plotting_with_matplotlib.git +Why is Password Reuse a Problem? +-------------------------------- +.. image:: password_reuse_1.png +.. image:: password_reuse_2.png +.. image:: password_reuse_3.png + +About password strength +----------------------- +How is strength measured? +========================= +'Entropy' `s` depends on the size of the alphabet `a` and the length `n` of the +password: + +.. math:: + s = log_2(a^n) + +* 0889234877724602 -> 53 bits +* ZeZJieatdH -> 60 bits + +Why are weak passwords problematic? +=================================== +Weak passwords are trivial to crack in many situations. A password with 53 bits +may be cracked by a criminal organisation in less than an hour. + + +What about strong passwords? +============================ +They are difficult to remember, a problem especially when you use a different +strong password for every service. You are also tempted to write them down, or +reuse them. + +It's surprisingly difficult for humans to generate good passwords! + +Password Managers to the Rescue! +-------------------------------- +Password managers allow you to create a unique and strong password for every +service. + +Additional benefits: + +* Remembers passwords for you +* Generates passwords for you +* Automagically fills in passwords on websites for you, this is important! +* Makes passwords available on all your configured devices +* Can store additional related data, usernames, answers to security questions, + pins for debit/credit cards + +Any of the mainstream password manager is equivalent in the above respects. + +Can you trust password managers? +-------------------------------- +Yes* + +How do they keep passwords secure? +---------------------------------- +1. User supplies a password +2. The password is used to derive an encryption key. This process is designed + to be slow, even on modern hardware +3. The so generated encryption key is used to encrypt/decrypt your passwords + +Note that the security of the encryption depends on the strengh of your +password. With a poor password (50 bits), it would take the entire computing +power of the world less than a month to crack the database. With a decent ish +password (60 bits), it would take on the order of 50 years on average. With a +better password (70 bits), it would take on the order of 50,000 years. + +Generating a Strong Password +---------------------------- +Passphrases are better than passwords: + +* Tr0ub4dor&3 -> 28 bits of entropy, hard to remember +* correct horse battery stable -> 44 bits of entropy, easy to remember + +Use passphrases everywhere you have to remember. + +Generate passphrases with Diceware +================================== +1. Roll 5, 6 sided, *physical* dice +2. Read the numbers left to right +3. Find the word with that number on a list 6^5 (7776) words +4. Repeat until desired length is reached. For a password manager, use at + least 7. +5. Write down your passphrase on paper and keep it somewhere secure +6. If you are 100% confident that you will not forget the passphrase, destroy + the paper by burning -- 2.46.2