From 35983f5b052e5928785371ef10f8d5ca368d0cf6 Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Thu, 28 Jan 2021 03:02:31 +0800 Subject: [PATCH 1/8] project1-YirenShen --- HW.png | Bin 0 -> 198525 bytes carInfo.csv | 51 ++++++++++++++++++++++++ sql-project.Rmd | 101 +++++++++++++++++++++++++++++++++++++++++++++++- toyInfo.csv | 51 ++++++++++++++++++++++++ 4 files changed, 201 insertions(+), 2 deletions(-) create mode 100644 HW.png create mode 100644 carInfo.csv create mode 100644 toyInfo.csv diff --git a/HW.png b/HW.png new file mode 100644 index 0000000000000000000000000000000000000000..59d8c981d3d6584b013219db7b295e0a731af892 GIT binary patch literal 198525 zcmV)rK$*XZP)Nt7N9SeQm|s1=68FPH>lQtg*mQBt98 zy8>1c!A~b`#UJ=dVq>=s!IU8aJqnUmY9x*2FfXYWd(i4t> z>2wX&*CyTls{DMFR%w+Uq13byHny5{eCNSUczAO*`feQ~)G+HHI(Bf~cE>8M(keY# z3F&OxK_f!q3??gx97!?8!Lz?^+csVMcl_bs_rI4;VY#shOTM>MUQ5o0os}7B0)m|I zxAa#FZ8L+W*@D^DCN#6|dbX8*$8^6*Um!nNO}e8y*WGzCnRfT4Fj-qm_d=*3RCHvm z*`+Qz*uLJ)vHE^W%fio&;Ea=ujnBf5mt3bazl7KRK9)c9O?kb1rMB~OAHGt5@DW>t zu_oay!dcjt?u_*hR4F<=w&wDVYWvt~;=!jS!6)WG(!V$M?hfw{ z(cfjC@7nLER4c)f(5(blZ3D9z(J7=^NXz6MNePbXHP&m;f!9K>2tP1xVK^&Oi9 zA|4IjW12;DDKLE1#0Mf=h1xwM*vk3A!>?cJMVV_CxbH3oP2g07I!bd=vhLhQv^GSPR&r(+Jdc4-byl8N3)byM7>>I!E|j3 zYwLSpy1ow6X?KmkyYpnS*2!Nr$y*Lr&9BZl9xZXK@#5oiaER9)f*-whpO4Yeu{2bl zq56-}phahG56mxT**cFs8yl;gz}hn7{|^kTH~b>pci+7kp3Sae zG5?21i~pvNs^G{YkAlzq+ONR*zxYOY;IIE8-K%9jM4S<6^wN(Be^cqb7OGyc<1iV^ zr*6nv&N;f@cy9Pb{M~W}9oq)8?)u1+egxin$-jaR{=sM9_B*KV6BtN-(1TMtobUt3 z!?90#!f1t8X_Z##kxg|+e2!e7q~l3Pt;0RvI{@GQ?!&$J)?lkUnn$6AtF%h1G?b9c z)*Y!vrU7Adt0Tvo!zB6pI(cKxkPuo5pNj;xMFQl(q#>dAuuUQhfU(+C?~0WPq`=dD z>YlX$1&$dhwb1~alzgZ_CuMq7%eP{r%EXdg)$^6(zDkcwS{8l|2F^-2Dzg|Hdw*Y) zBD)6XJ&9~V%HT^yZ+^zI6_9Xc%p(3hRo>e3=u)H(RYGI-?cS1`c9ZXl)N-^7&flt_kqBaZMJr(?a#NcADmX zlU|NV_-cb08)YGGlG-XKV+E7Jf*5Qo({%(k2m>#0qQx6rF}%i8YYqrlBpPR<7?>jq zIDv%0h_o{@T(=}hMh4r8jmR-XmN5fFZV#R0x0Ow=Qa(ZMB|N}Q4`yJM+muN(9y`h{ zXDs%4jo=*--L$QvZw*~r8}xoGp6Mcvet!O5R(h|hF{@aRqTIbif1B9}L|z}`I*_?vIvulM%E4PGmxvc(k%UQo%wG)i9biZ_t=xDU3n;uqJyHeI@$behPwW_@6K!e!4 z@BHuWrm^w&c@KTF=y_?h9^#>vHQ+C!j9+HX9_+j>>B7+Sv2w@0e_R@eRqq=}$qb?_ zu960mjKHAk&cI$pei26IO&_EWOM|4GmRMlWyBNK(D``70GSA>U_Iz158j=Hcd(JH~ z0uSM+!G8<_Vk&6Eh@WsyjGZo09PtJ%7=VRmBYOTvfqiRP~nZhw}OynCU+$jK7((sBa9GyE2OJ@v5^o~5oWh`$rHHl7|6OK_El^X+fXr6(#90* zCV6zuLY;m;7SfRNZcL$CemC~)a89;ja=}W$gERum%1#j=NXY2~94x+O0~8)D-Nz(C zmKc6X7^+zq3NWOE(7(~M)Q$&DCog3z=PmO16lxzI>0n`R%m~~w@bmHv|bUW?mj_0hVlw3N2G^5!1vW)%)tkwC? zo)I_}Ja|mT-(-;O%ECkV0mXm(CK`V~`+0O**7YL!uSj3otU*~M<^_gz|kYySGlVHP<-(Hm6WDACI7Mp)*&V5ZYe&u zVf?%JsLdOqPbVT_kE#c_asb}$6|zK zBXG-eUjV}MZ(w{}4`CO)U^Hu$Tg1YY&fzgx2C<31)|l=sWL#-5Mi z<7If8(RvRUfe*D^c#-jH2N@pP3TH*_5+5m9aMgw4pf_(sIBG&N>H<(S37PLGW8pr( zljQkJ-oFs?z2#H(1BP2kZHzs5mKqTF5ezSC<}$Qe(%6DcpAQ+UhUfE6`+cc03)nbV zoxn0i>+<=o!-UKC`+`PgiLF>{yQ;EP=97+pTT9-)Z98R8VA}t;X{rQ!$kw&N8-XoM zds-}56YNz3hZulm@q0?G(KytZGzahJ)&!QQH(}-Z5XIp%O>M+r|1Tp`b5f~@alb>vbuF@*4(qkt*>8L4u=O6p~ z0k6_3tL5_*m?vHDM?CY$haqruuR7I zhA{m8Xv&1>fj$cIniuS<{(FZY9hA@)APX5pMyiUMm~?&If1y%usw5bNkcUC4D(x0g zDv+(0R=%ndy|obDvidZIxp9Bdof?75=Xx#En(V%5@q`$GY4Jo%Mqr<< z(0z$&AzCgmTFF8sF-EnCUJ>mQZv)9gzD?nzc_CEV8X+n0$q0$cepegKD~~?z zT7EwD`>#}<$$MTIo%f5>VaRYbT*g@0J4tz+EWe@hw#m2kbI8gVGs?|dB(ePkM!Stu z9vQktMpp5x65m9;UjfHkceo}vxTuWYh_*M1vYUB85RWMKl1gw!FY4ZkfsD)&ep9zZ zkZeQA6E4%w+v}S}Mz662HjCh8k&(E}Un2_)$UXDY;Cnp-YUEpsc;zMXUYK@?P9Ab2 zurpEY04H0@%^hL_(S0-%?V<&=Z6sq(Raq3yWB{&h&w5(41ex*I>IqJ^vVA>uo)xgF zd8j;WM&Pjp2aD#PpR@AL(87j8X$1E5n1{FL8Hab0c3R)^yMtY9H1GSY%>&;)`dsYx zlgwQ)E)uN(5QAu4cf1>V(I3F#bhj9*M_ziAxQ8dG^Y=c_Y7e1x>#hh7-J5e?=BjS^dNB$bEjFve5qK>f~Xj`IXJB89aR8fX_(TfmB`oZd7I! z{$9O`WB+-VrqeyJwY348n_KYk!w^ zaaZ>IHRCUP2Dbqk*K6w=2cX&9U_486M?*jxg9p~6?*IC9I=ACiX_Z##@J#EI-3cSR zN~^R=k8G+kQokHKj^Uos_V9?+{7`%W!%os!E{gph8JY{>`h{(+NSiVzW((bW;H0x2XJ(JsIny=;)vTf8$!pG7YIgWs$thPtHy!`>@J-|wDcMHH3!eLJ^3MM|!?GF-9TxR2ENVC@~j zP9#{f0InXue24;_%M2{Y^U4ao_Qy!wEJLT5cZY9N7|7rt+Iz@p!Zyk|6y^FFY_|^M za8ukH%XsL%gR?kr&p+&8#@=gj@LR9&$!zA&!2n67?k+L;3v_` zz@ESo2Tk*J^h@DhR5KQpA{l(qW2B*TGh_ONp#;@fYIJbIo>|FLtGmX~p2|U06)PnJ z@g4$$fx$k2E^-Q$S5{lymPxkI&G$;K=oYjwjNiA1tCukj%QLCN@It)-g6W9KO|0{7dooI!3o@U`H* zZ4D#ydSGxxa!%mIwY1=Y78uc9!4*fX$oN8#ap6Tv2um^A-lKd?@0meXJcxl8RLIr| zBKsArXQEx1$Dig``R2?u4lhb`4VU_7nDbu>v1Xp5n0bwWNqV+22 z6IwhblaA)tLJD1+0Mcjty+k!jbO(*TQ>fGa+hhn1>3i`2cH3SF-^^8cM6K%V5An;^k`5_BdZk+-pI8V|jQ9Hb$^g7dtMph*)3ucWc$HS^v6w1R;;FJ?J|lz1-#u}2SLA7A12C@xp)>*y zE3smEb6LI9xW;Rw%#hy^VJtXibTB)&vOThJ>c3YeZ$LQgDeB@#yG8%yR@4e_zN0Z2 zP-MWE5jbb8W3=~nqEZU}Z{}Lj2~xquvkc;iVWFFSUBzoE?a$K8(jFwpT;o11&5RAf zd|-V^abBmrbx?thdtR+|G;D%Zz=&rl)L_L-weJTNar$k^KxeVi>0nlyAO2|>_?0`w z%J8`pX{7%L=KrwrfB9s}t9-0PF=dL^e3aAus*D;iq9j=~P0D`T$#iib8;cux@qI8zNZ=p{+!`c7Hm|3&+KKa)+a8jhxc}x`jc#^d-H%3JA}U-R`ier zyVyoudgZ%s`^vp-7N4Rv2rU@kBUsxTi+g?L>ImGH_hVki()c(u_?c3604I%Imvzl> zi-MDc<%?O}B|L3b7gq<}Qw$BhZ1@%0g<hv~ z+AkI1tmXCpRmdS674{YLD5ekFt`XQ7BMX?zIH_Wc#cKot7%w$q+#T~;T=d>pedXQs zt2G?xI2!GPa-R4_0Ly^JJa&3fz2|vnEzLK~!K*!faxuFy+~{TL)-I%6sq6YD6x9&E zo5Ny?a(K2iORy#T_t7Fj@>@ZLd6m2$tHcworTtHvv=3?u#mRK63PseJ1+X$6L1z1D z(R|OncWs_{<5~IcZh0c^C=Je$asFCxmAs!X!kzcN^x4RJz0af%N8S~l$itwAwK4eY z$p#DRF_h0Pz?I03Vq!6)Z%~7;Kg3Wad~j-gG-IzstB{Blt@4Bv(E?NLjLCA{R3u+j zY~-c?VyN_U){K|HWn-P?eR-@+(I^Rcnk&0i?!%}vMdxrYk=?r4#VF=o%Hn1}P z*+364TF+(cKtoY1R0S};BCoC0#jz|xE1@vH&r7A@ci0f@Wq*L^kh$?CFghN#K%{uC zaFS;>mt4i{*S3?wiAImWdEW3@U`ccs74wd~7$O;eIpjKe{U+n@dPjez$qSgghilvZ zBWqNyfk_5n+%BP!s57(lE>gORJB%V>;BAIg%%O5E=b$kJnk|`b)esECZv+NfsMhfa7&-&H>7~PC38q_&S9HM`Q0tfA=@^>Ce6XU&8aARKq_%ev*vM)N zaqeKB+djX!Comd-8~3|yX1WKk4AcbtB#6BF)eXkbij-AarByoo6Rvn#rBzy`$6gX< zY8hpPgniyErG_NT^FX!E;h_7>Tg)#YX4m6sROaq!yyi3g;uT`ve8!A{SEPz^s5QfH zVp-dm3wo4krbLMTDq0)W80)I+6(oMuKWxjWxD!EVU~GIR$9_Ac&i+D$hHN7F>!|&z z*ZPj{GwRzWDIrLKj>^8x%?;Sx*zC@mNr^6=!026teK}bpqc1A>P?$`sxs>mr)iYyJtlGVxTelUmEM?y*rpj=tq_u z@aIE61atGt$?_cF0Y~fMh?S@1z3K+j6?-~g(tILm!f%r|Jt|o@H?}x*4!)<>8nF3U+#7`rDZ9ES;A!~tb*FW>*;i(vcox6cy{)M-)C zBeb$K-04*bSN?@T8XxqTjH!e;r!{)c=$q~L8w%v+Jb&5vD+_J$oFXno=LsAjEviVc zC6O!G!#<#wq{>+2;g<{zvN)$~KhKw@<@iq$?Lu4H|E^r%ki*9SH^<(~EV=gwg)(72 zIjH;_0D5qeC%+)nja;@sL%weZ%PzRN!8&AZ$#^PH=j6GBBKAhaoFUAhK(>sDbiY3} z`in`deb%p@9y$g|+vAFN70G)fFN1T=;7hzq^S1a32mQ9pEB3B+mU)_0mItzExU#JT zc#A1A-WEJqkbKDVw@Pp_?ZhWB0unUpD7>q)UQdt!f)yp?}?DpY9FE@ zH|+=P_TR+^Dd!-Zk22MKtAqJ8{*|L?1BPHmOzIIFC5$xV1ilXZokY-)zD_b3<2Ld5 zrB^i`T*5EGF_HJ&doSF6``_5TXt0Za|MX98gS+qk4lI+7KkkX}Q$P7M?Jt`o5jHyh z;huZ$f$!Y+kMP&G|CQq!P`YWzs3$_O^^~dJP zoAABA`UZUWZ~qp)`KSLr@%7j~4EJ0EMQ*Gsj z08CGS0}?Wu(}8dQ9o+k0{)>B?dQiN2@j#PzGW15guF{^ss1}$($o2ycM?Vq1`}cpV zG#XPL0$Lk;Xqll^TBTK5rBzy`Rhp9`?H>mPGhC+icyM8##}ej=M&O5FC<=%OyJP1C zc@N!)*#-1-$%W_W%MoL)7j#$w%erL!7jqc=001BWNklZ@ zkqFva1ejtY6C&h$Wun_b#l@n2nwLU(;pdlhzcjEva2jIZQ0odBww9uN}dng#Ksqwcv(D>W(-Z@-Qo#NHhsl!El%Gx6e zCa#7p%5_51Kud=29G+=^7+iGayvs`j-l0_JE3^U9cO@>d4^6QWMKKXaR9M{qHlJw{ z2M)OjvIs|>p^H zv(X2A@DZY-uWbL6DckJ6)j9f~&{u*g8f$yKGn}&WhX$#5R$^d>`@oG&xd13fufyeJ z&qu1?dtR0gE)<=;P@;E(RVe$qR5qH&9X+d*E|iJ%DMNVP?zzZRJ(;&20f&rE z=X+zfMvtSlO2SuW`9to1n8T-?%-hTq!QP`xaEIUPmpl@;V56f|XrS8I*nq7~TEv73 zC#?_DO!W4p#ZEIaa&_=Iol+UeL$Q0F7SpFKQ@L_2duO`?7u%6zV^FVrTIAAe{(^+_ zsCCoL;qJ`%E{f%-iqF3CwLkv!racSAd$IgIcpZx05rk*)^xD=h$O68yPTax)ywQJ) zJgw8#717ZWAil0D#$)J+g~Hgkt11kA{S*hsB&%ewwj2L%$_pJezkp6j5G`7ER42< zkt-$=aS3yrBx8me_C24$G%{v*kK4+1tPH3?JmUQK5a(Dk>6FQaZwGll^MMeLuW|Q z;=G(D{WEHCk5QlNA~l5rgV&&jXzgO(0BeKNfC2oZ`j65u%Vk(*T6;&C`uK8S45S=8 z_c~5tO`=DsL0I}!4Y@?G(*3$-FJIdCw?ZRug$pFe`&Y|~0XTYiHbN}FH65GM` zsipsG>c5uf0M$pkna4`v#sJ&tT)zUr89goy!NF)8*H3Yf7;i=XwO-G8yUM)%Rg`ze z;#P?P*c!YDyv4&zhauM)Kr;R=+M8DrddF_fIJj|Iv=FtPEpIKB`1UPYJjPFy&PZrz zy57_|lHaH6R8FE5R7NFx0S68@z2!ZCjW>_LTlZDchpn-VAaH5AEACPFqoYrSKcAie z?|bjBW%a?|Z@Kt?P2r|rc>f(>rTG1RBZYU4;{97CjGNYlLv8?Wn=SJI<}@(|kO=;^ zxXUF{{N8_r=3Cc6y!RGp@4Y$QtByS#!m-bX`owb~9P>|hudr2GrB&LswD#~{z@G2k z0P7Fl3eyL^n(l2L^&HsP`)oMygtK7lh#!BHYq(0Q^!QEYotlffo;erFH7i51j6~6ggRkC{9gbKgfUuDUnb=l=2ok;L)c1Gsde?3aOWL%<{mz;ni zg0uV+rLzh)HUcWxL>m*^QwCI7C?1(f8G%ZO1ZoquF8kh(JW$N7$hW(iZc2hbH8H*hpfC)G{|JkU}S8usKjr038Yre0&SF)=z zJL>+Qn9%UjQcNw{E3m4Zl3(C5X5ph#S;1GjkC7CAFb>HSDIPvVu>huIU@Zhl4lXB^ z_63&(_98GP2_I>xZwE6d$Zl+OOxXsVH#YS;a2QSf2EBjR*7S($>j3L}Ahdh9wg_2u zS6(eT4L80{aQFS-PI{>@Xb3V6ocGPfQ}l|Cj%^_=+oZ)y37na}pz@rI$HZeCvF8YFBko^HiZcp3i1kaV#%OaeFn&tj zUYL(4U?l=uX>jm;I(Ap*inTkt$6%`blhRP|lc4uI`WHRFq&QS?S#2+F29&$L zu5IR}WCr^jD;N&$0R16lQZeohjdK)m#Hn+(QRjT8FZGs4|WxamJECo{&E(NsaGW zXG9q@0*B%{ThuaOkO?lo!Eg9GUlA9eawLt>qM=v&JYHX3$QQWc1xNnP@U$6Z_)9Uo zL|H(Q7d?*;9;Q}fFLMi&1&P`PbgMC5%;&WYMqH^C<2s?K89bGIH8_|m_(A11JfcxP z#N(MBmjuFxr&HcSCYqn)%LB^1Bk#K^#@{ycHg2_Sx=%Pr zn$xz$*k=6}m=EgHZZV{{T)x%E-cKR!mCOn}iDB3bnYd_7!{7_w;M*$rE*d<`A&cG& zCJF|3bt%+X?G z-Z!kfA$(~)BD5^ss|*vx%x>4(IO+%TE$hm}pvm+(27w8~M>>Y`jB!t^yphm$V19)v zD@6+XXQMexr@r%@I=iqhUX61i#uJB^Rx7nN7d9IDUvTu3sWGEYOkqH9sQ?DAhvg#VrISf1WaVFnwm+fQ7D z+NjJ#CJ>ZDKre-XQ-05vrQ*9V`|cY2Udg`$e8 zUPT=rt4n{JC9~8nFeaRMb0@v~w&dMsN}HklM z6hIhkXm2(0vKtR!s;i_Sue;$CYQNwEQslH*f2OZxe?kuFrwVmh11xY?s<_#p@wKI*_j-Sq(o=oK7wuqgC18hzK$@H+)K;s}5v z_X6!hR*^V~@1h=^jliu_NJ+gE)?7cxwJNzxOXTKNuGBMSgDD+)6F^UcL?N5AAh0oj zOmkY4m#4JEDQE2(td6d&xzWbz(#J4AQ-Kj#SOTuyNWaiKm^?#) zzpL4U%HcA87elj03Hix9NHs{~$CIZ4t#irHek~2E!TR1!hYUaV7sQFjNpR0&&kHyE zuEe(mpV$hXQ69kf0hvGEV@KNI^Af&JGBu+yD6dpiW?-}a0`krd<|Qa}#E!fU$~)n> zHBQOz&{bw2?BUI5cmw)%RfDBevY>yS?rXWK{EzwjM&!-YT^2O9qJTD~xU{Q^e$UZ< zvNpL^a9tDpi$XS%feMYk$+I4fQk%5EVzZ-L8@R7Fdj})ms4&&GY0pLgR;IJ!RT7TX zq=OmpGaTq0{b9Js#+6x}!TyW`_W+C>=XkOYFEI>1*Y{e@AcKY0z1Lg7q2Eh92f8i| zuUf%4+>UZQDLM-0&2usv^JAcG80HO< zJmT<)fe6nNsh1d}qt9w+771Ls7nPP7o%Q@+W)SBxg;wd=hx@mNQHkYT_q7tF5PjJc zxgr^T(Ez-$K?g2glKt!Xz`Uo^t+a4yx;0I3mtX<++^%aU7Y3GJ!NN-?190o`5GBD$`Cfo0p@>N5t!eMZ2^ZbYX_V$XbS7cuKkiM?xbZ$$&(r-LYvQVy7TxiJ~ zpJgv)nFSF%onX0NcsQvSl|kOej8-*c?AYvTrR_bERMBy zI(-Jjw9p1z890uWmt9IWDjHv=;l-nkR|f9`bkomkr5zc$%6V8lVw3TKjA>GTRcSjL z&_2+4<-1?;MqZ!DFq!W2{=c*bFo%3bgK(&sKaj=4vM7T4LH64Q(2(kN9W5-npQma6 z;Fj{OXf6aDLy!9fgBw?EXh{~)fs1M(ox^?O-c_?9^T25y%f7xcM;s4Jq{c0*7T#X? z1>y1o^V%7%#x~daAoC=W_a1uaAy_uioT<3J#7FCRCZl}q7EI#(O1nvnyT5VyuVi_8 z1Mu74{_F6=KXe=|yht2HO=r)~VV<~c(xjUod!}M*)oNg*?_xJ-YC3xb>tF%#MQHrJ z{9pgF*5jT3>bKyTvwuiNU%ZbA&v^fZ&EL7sz+o1_h063KOp3#I@H*`^jnTd;-tLLV z)@gOY33R!Ty4|#K$JMa*!xupP!>@++u4|$B+uuu`z&@epZ~eosgzALz0K@v>H|wWd za1f=g(xaKaam5SZW2b%!-uvPc9_^~E(m|y4fA}ms_@wjUp(niz_I&S;;mGfNK6wKB zgr2_-J?SNI;Fy1wU>CpHc*@T_N;O`k$9=l{2Kdciz7t-0_3Pl&N4qYMU`nBJA!n9- znpCiD@87@t%fH-qJ(5!>px~D)uw+lKc`GzaWkH^T{Lg-Ca*8Fd6ayA0{3mMv5rI^N zep(~%g$Td$RfR86+M-adzqJy)r){JA)<*RtHX);}$!mf7q&BZ$sEk1dur_*SV83U; zcSe-S zbc*!u*f8&@w7*;0kBV2Di?GV8og*tT((1&m&9u*3Qb>rhf5r+wk?sni(>joq3{HtF z%I@I%ee7CNn|JSU>MI|88dD^WWTQWFeH8bTgyqUJ*ZODY1?BZ&7M$`9Y;LdsT`ux4 z!wie>!S*S`Bpv~!!0+2TY=j-q`1Sfj?!>HK(ysIzS83}Ce(}QNmGwnGRuUS}$*k*#&UT027$CGZA`+C9P6o}kk9D# z`(P(PKkz*W4?c*}G=zs9?2hgpdIv{`pb&=ktOHE$ok$#}|qEK~j+s4|7B#k2>NM}q6rz$xFi1?ZdjZOvX_AQRpui-y$&X6_}ztV|?s0-VqN*^scHZ*^gX8 z2imxS@DCC9xsPV(N=D$8d>$&BC%q{y$~Bv5I^KN)FwF^_Cz+yD?t%7+WNiGFggEAJ zl+Hx$V=L460(&iLopa+b=sW{A=USJqD8ALuuI$-RRzUj&3KGN5(Wa zrbX_YD0xVzNHM{+`BnqUH#!oW!&Qz;qU+;~PjUE3dB3>?o%=&zS>AV3Miv4#91gZ| zw9DgTge#o8H7i-gbKP*EuL{GY{1kcxwkXiT)6$~A8G9%;X^W618GmJ7CPM_+;u7&X zM82@D(Rdsb{t?ESW}J5-lB6inq;i;QNBO~6 z5zRv4oo;fYVLwaxB0Ql7aM~j{8J|K5 zyFNj0N8#hEit(a_m_`Gf;AWWuI?i}s#@j6>79(ovhs2jdHs`bXpfpB|#N6Ml;PzH& zrt2gUAzNo)50ba_mn7rY8OQ+XKu616XmUh z-tm?)jqJm$2IVlYXRYy7RSH+!=JGCAQSqST2^(Et$FfEsV^@_7X?_7v)P)Gv=TR3s zkO8>0{$t!%g#do>EAcai6a2V`AUvz|spmVXu8l?vn;Cv(n3lzJY!Xy2U_bA4oH8H_ zHh*NJTQ$zs6b3r&i_OMG*_I=M_FWoB_N;GNKLlyvpNuUVfkSDeC%p^eg2-cs-v;LU z1U8gq5`!(%0Uy4ex=d(>j5W{TL4Lr#Rgd5lz?fkR+o*~Xnd3xPWU-JH8QB|}$BoOU zd4y3q$TA%K-o{;e%2S>UZ+_dmVVU%lr#vZz;s&L~c7!k?ct_d3nu2nS&J*4nddJcW zU-(mqWEj88qC??5=^gY6r!AB^9J%)>8dGd5kU2WYbseeQ+}t{g`)qv5GvVH3+y(dh z?8!ZVrrGj7>^)L{V+&~!jWhn@)Qz~uwBf}Gh@W(KtnH!tYppT^@Nx{!GU?&3U!IQo z3HxAr(o10NS^q~@T$7B!n8fJ2^{p?%=2zbg&3E^w`^y=C?}9)4rB}n{``xX5Z-&qR z&UtWb`tddRz!?|AH8A#EQvTlgSAH4Z^o$)fHyJB> zH{k!h?Q3w&?|=G`mVe~`_uBy7(H!|>u<_)x;og%!lwcQ)!I;G8yY}5%VDEqaU!Z>I zuhaeI48V88&F_92eE1G`>y!)O1DBo!PvoEX-S{qe)7AFE+3)xyym}x1*#B{O?R##N z58$(bRxc6bVEu3ZqT@)Y&;6_4`ZEdOo9avcP!mB8jMUkxDSZF}5w^A6*Iw?=; zq-dW6TY;-eU!9wjZ!5|^zbZR8!(SAIn^Tgh^3QvPd+yy&?g1@PnY@xzf5+huf9NqcWLs)&r0E%r$7C8Gd)8HGx_K8n!lOQVi50|oAL?To;5 zG^w6-TPIu)aS;ROBHnyv{`C-5w94az^lD4{hI#|=!w*7u-~kBte-Gfn?)t&*`hf?# z=Nk-=TxndGvS&{xWE}zFi1m)RG)b8eaTCS$?mnIoM^$9}O~r7ufTqn2kKO=T=vE5l zu6vi^T9j?{em>%omEZ_fp1CpitKy@Z!^@;h*_0{KY=)}l)Ucw8f{bvn~6;r9PSa4%B!>#XE4^BE3LQlE<2?skxws_L! z3qC}FCgY_lQ|r@;;a?Uq1jq-RLoiEFNHZj`!H7MU{QPT^S0H)T;zBF(U`NF>DL`@z z;fZ277o@~L|befd%Vi1=1Wv|#) z@hzxwP$FN5BDwUy95V>`Mj7Aa@jSOxMlA{~xbX+`+@^2E%hu+H8dDXtlhy zWC%g#qV?g>LIdH^bfALZ>nfugqOkXLuWtYzFsgF1qy-o;A}tycngswk&%k}a_}$|T zpTFf;@OBxG;pw!%4201X@pE?GS#z z^PN@JpQgah_;tq{mK3X`XSO)UXuHSz!l#JmT*<7-{1^F!ZvxTV=-`ywGE5<+Pe{k)x}!0E}p32OCw(@FxOIA9hOvu;&Z)oC|LZlTh4){D$?A-A~z618-62 z;phyo3cnDNELZbBo_?X3hpnuR>7MX|uFvq~+TEl%-SqiE2G0-5w(dM$sI=@T`U>+@Z>8LZ%M)X5$_E#(wOY1c%&UDW{pah>GzKf1_GV9g!;4=dsMov9 zxxsl}$Qfe%CBAGc?ej`|K^qRQYwXiCH@_C~OF`$2&{$gePY3Bn?4Uh=E%F$RQ_Q^T zql8#b{6Y78wg!{w8nfEwM)hGVkWkr!&tqe|8D@V`_aq0b&W2~6=@ z!k=h9jN_Q5s4gLx-Yk6?I5+1741Rl}XfmyMrB2t^)4V|bSLuNxK3L>WJ?}YoyBHZ_ zADnDVz{z}P1Vu`SV-T4py%plsDb1hMEUL@NKXM{m@@wxMm;;thKKaD74?3lM-*TxT z;j?Z`yE3Y-U6Z4aCcd4INk#pSxg_s-AfqtOP3)TqQqv$yM=6~H_opMLb9>Xh|FJtf z`2jd8)dZ;tmNDycN@vWJ9bjgu3PIW985@YvXkG0+vV-fX(j9=z06YXF2ba*W`|#KI zt1-zYi@x1N+a+7>$);dfzuAE1&{Hx z(4%(2SUi$-eGH|ac;++VkFUQzU5gPIjlZ|tatr*kv(Mgke#q>4L01#Yigm|?916NU zl2kAMk(iV+M67tAcnuI1)HqF@Jqn^XehvMpK5%?#a0F?~EWkTvS%~~nU}n(n&+^B0@pupmgfPQOtVH!;bbID>Z};DeWkYED87FN^>(82ZqS-Z<$E!V3SfN{b52XlDaX$|q38l#M?tXPFkv(slt& zhU4XZ+|s(m(AHt1c-*{gMPUlP(8S>MVA46{&Cw>hm0-HfJtR?iFXQCvTPmoNGCq)3 zW2(DTf+hNg`37JQ8dGu+Z8AD#p*VA;rYeVhW2_;*N!k5uA%Kpv>k{SD90TR@k~&EF zJX;JrTH7BopLZoa3RVxLV=}f)wlA$;VB{C@Sf3jYXK*QV#6p9615al3=IY3O@_ee* zLrvRR@BpEh_j-t8SNqKR&hr)-i;?jfpm?cL!*Z)es?uPekABfEhhv2omcvdcHPO z@2gfre?rFZi+7}q69}#s{2mBD$v4KI`#D+C=01<2i));M+YvTZPoTM0)GpuAYd*9ok+@z9odgAUV_P<)>v6F{&krPrixt+m?2Y}z8ErbWNH$iw4`;OM{fO99`Y zcuMG%;|Ck#2k~oKutal7U@dJ?BGHz@yw(DgIH=_N%RPX%c*}yVExyko){}gt_@z5$ zLAN$Y?=-~kQ9t;_pWMb)4BWJvZ)#JM8y>~WUJREqK2gTlwJ9?IOLsFI3NIyfNN4p} z6@y&Pi}VbjoNt@)p}D*SF@pEL#XpF1(;__HGQf|gEHb5Sx(KhRu~cMD$mzD?^@@ms zdX1(&XWfC&JZ_)12P~wvrvaHExVvt+>^h@Q)E?pGK@|g z3`ckaG6Ou%)u={UT#zISSP1`GU;6DrW~>`(7=BV))=a-32#AKR(x^T`U{LiFVor1( z<{2>wnqBA_f&m<&liGrR%V!mY9$=ls*bAon$qm1Tqcejqkf(4+un-`yBI>B4j)qy+ zM|+Rl+liuEo|DY3{KAZ!_4IVg8Dt~zBDyt3_ZJPac+?oqe!3?s22cO=zk53T(`P>2 zk%qiy^jhe=dPGZC8c&1e;5JJ2+8&r5{X~k6$S+RV=$np?XPR($=(IsaMd6_X_v<9< z316C}2+)I)Y$k99NWWU3bput)@{qnmSM?D`L3_k8@Wf;G0)XKpGXQ7hk1JPqn$X}o zyXRKD-o11JJm;tP!R5DqJ6#W^XS@Y&zVdx=`n#`%=b(q|U3bDa_q`b|d4}b2&fCu0 zS@E~s1lOGR^YHmoKLRiDhF$mpICbBCxZ&2j;2bu{e&fdL;QaH>g==oV6YhnllaUvV z!uw7E+>!CF+xNryum7MKp}Ts&X|T|*!3Ws*n;D0@_usoiFXmM`Jkp#0r+)ztJn&#L z_)5a-pMK%l>Di-^(BQlFz}NKpP^9~A{Otj++~eW&OJB#AXTjSqbRX<{E}RWt8PD*f z)8V;yUIo|fKPxjf-~QDb;q2#M2;aJ8SF8WHN(;wgl?KymUiBJy=)s4Q!B-MqKks?Z zPtUfSkg=2`N;WU%)?s>Z72ZZd=E&CvQ)WDKinmNv5{vB6vn3=M+DwIaufy%7NLQwD_ z+3b*3WJ0hAcV4j=Koy!vX%JctN5o-!Bz%!|p$TR!t==Z#o(!^Bzez0>C4~eU%tZL~ zjOH?lRj^L57A3wZ(NohPHF9*H9GTWBjWP>7<-H7=`1;4=*MIb@%? zekyyKv<9{ifRtBlFvU#UO4uxb#XTvHPLK`g zLEOO{dK2U7b>PJnAUHr4%dldzjcyNdo-!&t2lKeED#O81=Z7iQ3}Sq%qua05v?aL_ z*ysW{<$Uxo82WQWe`!7rpXz>)6w;Lxe;lT;mAwi3aBQ&0^TENMu6SRNJgyPtSLNXV z!|^-3p&=K=a}2}?DT*bkOB<~Jb&pRlI3xpu^-sz@y%SiuV&ArH16hdkC%T9 z%`fi#iJbsN?R&*my!S8mYmjakz5<2BRW)`j7BI9~9!k04?TVwgYh zyrAH<)U<$U}*#f2j?_KVtDoQv(AjN`o4#Czvu#uz|BnIPmT0g zznPzxRdS}V@XfY=v>*xNPXft$^WdMZm{%#}ROwpnQ=Tt^+k^d%JQxAY%Q=XQA>HRz zs07g!1ki<}k>7c^lR=;Q)P3;fKmH>)_q>Jaa$DgcEq3(|LqmLon25stp zGW>EV=zs=c(#};JIb62utJR=A!nltmem!~lLY160Qo!nlyn@qRW??2Rz88{itzJJ8 zj{4yrg}=DxJMheB{siMA8s|xHdFv#1lj-nJUxQCyxgXBI^6B$mLyz43AAzslbsn5^ z!bx!Q{)=;u-5sU7;17TIIynFJZ-HY^I2)dQ@?sLLJr%=>)z|UR@@P@ZuN6*iDFWme# z>cbS$`daASmk`#s!oag4WqGVZQ*SH%>O08u_uqZ#j{xBijlXj5@tN+1uitV9oPGYg zmJi8%_us>}PB{sV8-3vi;k4(U0w4bBet7jhwgBIK1AOkz3*n*{0esjSfRjh;Rq*xn z!$M1^5Xg7F94>{+;N3UTtC{!m$ak1-zv?ym&1n~02q#{BGn}l?i%{5STmqlC5HsBm zpSs{PaPm7&hp)Vc@;&W>E8y)XUT2}N_1$^-Q2C!b=@NMEEtm0guHQWtM*Hg*+*ssC zc`h>+^TI=qmVNy4eKs$|cb>=L6`J}NUQeFCx7>0wAnc;?SMF^$d5>F4xd1z<%k^P- zy6o~_AKml!wHM?D>3toHyz?EGjOI06t0|Nr6>f@z7*%;7NtG>l%>r1dq>QZC2qFbU zQ#uHfEds6x?}<^4FKqXNoshU)4vM5=65IcF&X> zRkklvDS(Sn)*Go^q(jeqqI*1*Gk`$WCnOM#Dfc=9#m0ZnUIb5W9;=yuZ;j& z=P=UG`puAPknxOq0fU7KZ5rDzP>s8MPI;D{94)_jApjk?cTsl_w-u;6_`>KC>6?ZP z$}K=^FswMr8Tv(m)HtP?pJt?diXfr4z{BTIn~DzgitCi6hWxMGJ4z_DPgQ~76@aQ; z(iu{ejQ3i5Cio`p0dHZ3iA|43Q{&)f#6b?24rfV7vaRBOGO+X>d&kWL}xSO&pPS#?EX@a@%~3sB=-T#l^E3+>r>Y@4uyP5^lT_wG(s%K- zR9Tgl(iZU=43LE$B!yLh7gWiXO49|t z8OCH!Vy2I_ui(rXfkELy>5CCQ>t7k?7XNhN&UI=~{-b(v8 ze>bplnqWU9rCQ}*0yPsR{I28V#z5*O&xDul(|6;E?0v}cB!fbw->3QD7EcIX%EzDk zR@8V|GTuyi;nsMjv@nBlE*d>NkL#+rgXH-&h6NYiQpN`9GxCB{bnC}^Tl{S+{w<)m zRgAl7nmAl2m6S*&62T&e0f8;rcM%tp^bEielz-JQ&5m~(;!zZaxR0~W3iRCQNHOOH zPll5J%vdm2|CaVx4YH8U&u8kN6g7eOdlq`sqXatVK=G)w-@oq{F`(a&)H5x&%=Q!| zV-|hW8mxg|yf8F5a~SHwR6qHA)F|foPR}dYaEMWo=sb-@#dY=Gl#ZTORaUC?+hTsO zk;OlN+w8PDpOp6=8k9N7`oh|!FyReSvnC5qi^eIL1DPyQxscp~J1k?zXXLcY_zD;4 z0RYr9Q~IBWs5gdDLY!N>G8*LgN@=L)c{1=)BG0(DCP*Y_&(I(|fr$IQQ^ z1#B_eLNuZGloc7vIl54y8?snO=bPd4w2hJQ2`sCr%qsF5x!hLtm>%MBn|YH1@eCAd&J43Qbz|0dvLMM8 zH_^hg6alSjII@Kqrm^R%$n}r`vYBG{*|Xdhfd;F3hClNu`FJ(MFU7M!*3{h7z_vCl@M@J;ZI?%Su~yKpvK(v^MkdHdmpR1Y!=pY=+9 z|HZ!w@BGrM;U#ChAD;czPaQ-k=Q6}Kwc{mMoaEYZ9lYVju3cT*$*{}D>$~1Z`x)O< z7;Mu!*TY%A|7Cb@suqRbzW59MdSWQ+kDdCdF7FfccV6}?ElR>XM7@6er0d`F8c_e{ zWPltu;|{00;pYGSDmd}{PtG+`KJm<#!`T;n25x>484_>*;#C08zoPr*KjwLT5#XY$ zDX(PM{NjE%U5uhPT?Suy$0xfw^0RAhfOC^)?D%(h{q8$4eDYcLtUF)CCEkA3+u)mB z-9O=L-(DDO(>s9e zAjr0g=5p?@lU}4ukbUgFz4h8k~|bQ@iQkD9Xxo z>epBI*L1oYZ;oREZtoI>0riSb`K=woY#1vbny3O7dA;(AR$i4Y#@|KzM;(eJ zBJ|KINdRLXO$Y&FutNabf0zt&*dMCYmJ(D!Y)W1br3t@diUA81WqS=L(VhCWA^|$> z$y!l`Y&G<_0XS1a^?+ICm%J-2A9}|rFvMVLAL-fO^NO&R4ZmtI(mZn|t|;MDsPc7k zf~NMTSE>Xt-r{#Hg+`9H2w6Npb=ABov)mGfXd$6;aV_g4tw*lt8^Lx(zh`~qr8b6R zH6A!rDR5WU-orOinD!XS`yX+Hz?j1=JH@n*6f7>CdPbFz*HlR+Q$)tQIO_*;fpa5d z9_nU98ZC|gdgY=_xQcZk9I{x-=1PjfI)Qq^!8GfH_Be=|Gl)!IWb(PTsX<8;Ad#z} z{iGDY-ixl?Wiwq>e81}ZT!)GmsVWXp+fkFG*rBd( zGkhj}g)R49gfi|BWFJ7cm`1f|X6W=`ExD0|`Wjmt;f)^r3P@owzp(PHl>j4sDm;$- z5sw%#Ajo(o+NygBTEqZ@PdERJQrL78Udk=VYIz?)ou`gQ2zOz7dm6l|UeFn=0{6G_ zRs)75;VmQYS4iOuNs$&9mx#f`_?be{FXybj{jy{qc&WR9KDfHcf(nE!T9{Pv-in3M zIh*fHuw`5iX9b=pjolo!FwnFQaN9WVD^5`-q~YEk!tnA#;*T0Ncxd>_1j}uL;aX6y z(iex9)gTkIG4(TAd2dHwgDRYj`So-qJ<|v_(Jgog**khiU{uDvY!(jpPIqvJ{+1cVA z&!?&f6I4Rb<~jI`97+`By|nd@$bnS~RSU8JETd_jBOJh)L$rUFlc#}-Lm}!svT)Q< zmf~1&m_6<>tJ(B41kiKU)-7G zN=L*JPv06mcvz&5g!a;cgVuekhDOB)pdRXF^MuagJ0feRQiJi8m}rq-u*fQ@nP}KU zxifGdHe{2o(peC;i93d(!B@YuA8y@`^>?@TxvW@^J$&w_GvTFIA72!AJe+>vS;+wTrknWIDSr?50cU>3 zC0f@fo_0E%cJ-Zb4_=RccU;edHW{L?{tW-x4`1otzy2m?1W)DMBbmTOzsRANkN+p| z+*1Hfe2z5qI5@fc{mq5>kR|lA3;u-~MNfUsnE=;NyO#E{9!vus!pENlFFoTb_}tg; zhSSfSUv~1!e$Q**TNjw2n%aUMzivSHoeLM8(v9=}*TJcNeZc;&bnU$nuD{^MtX5}t z%|09qz_RBrdj4XPaL}?R@OF}}u+%#NBt#B!V_UNZ)+Y7n_m{l$S9|xw^Y;^1e{x%O zIe`1F#Avd2^jx1-&rUssoqsl5hRO<%@pkT)SB~_{RYf=e3o(A*A2X8ayDG#`CQ+1y ztb9|^tTYG|MQ65cR(d2xEQM*VObHYV!>8egK0SvUto{TtA!;K|HO<)`n>Ry@A3Rf?^ ziuX#yknf^V){tyaDl>N=UdJZS#iV7G%Q=jG;HS(K)$jfH&c4J0lT(sG@+F+@2Z<#2!W6V{k6Gc2$IN$z2JsDQ>jdaFp`yaUxEEwj?- z2Nq#Oy?{ZCoWYdwTA=V~vd};lW6_wVXMyGg2(1a$&wgC==nhzGT{eHI(2;48SU_9NG#c@GsiqTsb>^Dz4!0?q{WF$O>K&PWinTQ@hjpGy=za@CD zO@5$7?ltW*?xMLV-O_0(i%Vlx)gb6N1Ywozada0<6D39A0b+qSg^GDp&QK#+MOi?` zFfDvb8trTt-9qmuJP#=UabRN$zI*?J@UoY^6khp?m-oliBjF*EqnG6i(ng2d=koUR zo-Lntgrfb2W7QbUI1E1?sl<5Q@+bdr_g%2Lxsm3iq)ARe1jrX83BktI#<8dtZZdO2c#(&U#Lpca*5? zH=)Px883iaIehbWQ*VFbRaz>&|9|^!HU9dr&vGF8IWm^2lxP1FQ-LX8ugs zL_~UP*3LBm?`BFKNnW`QES3}32V66$xYpl(F5)IeI3&k;dwzb%vjSL29(dKH7_($g zQ2Ez#h$64>!b1cJ5%SQRO;$LnM-B`2USttvP>;b^p;7wFbwdm`u&$|c6-2~L9WS@s}|)E&O7!%Px;pLUM<0$oT0``o!EC8ZVh2b z6rv7RaewPtlmM0B2v_sITsuFdkHuJ9v%z-?ak>X!{Rj@}JcEFHlvTAVvXin54ZnMi zz*t!TN6-=1*Sl}0WDrhXS8NQ{c2pV`HSGaek#|M%l<`JEJ`dt#9rk?8%ITQ$X~_#m z6c(9sE}fz(lC5k9t+-V|e+!b&0;a(ZO@3Co_h{jrViR6HDj zeQ&Jm*H*QhsyL?DMZ%C?m9?7Dk zOo3XompmdvnyZ9P?K?bBL0z%IgW5-ikD5K1$Ovq7cNyyCuuVEDPh)DzbJ876S2pfn zmKF`k-qv7-dW#AYb)3jJYY{HAj}Tu}zMuU(jE*R{aTD6)yDXc#HfPlcrV2||ID5q` zBgi0;4%}D>3`bFrD_tab!*7xS5_7DKAJle8yQFchj-LL|c=Nn1d7w0@Yz|5oc507< zpP)Ir`Di#_%j!pO^%o118va4{d-R5W(a=T>qZnCho0<{X5Lh`plr4fQ>tXPjqaZPD zSe^PjiT@zLP#ZPxVBud=^p%+Jfr>}1^Vi{0{kJUHVtfht{*q#RN_4p9@Y9Y*)@UrU zAF0B<)lZe{-dJTFmf;%DLjd!gIWBfdc|x1_imro>&>*eL4Dg(BW~cA zraUjoQQnmbO|artGx+(_Pcgd^el|0eDm~=0Zv*#_fRD;X!sm$RzsLw|R3si=0*}%s zvZ%@TPgEvO#sGBDpML0g)!c~dulafOdCJ_$x55!wDYy@F5OMF~JgbO~XYiK&$`j!w z>dA`tWUknQUHK^HpOdF;?cmDoxxJ&LW9fLc;AxKMgG?Sn`exhjun~BT_R&lp!9}QF zPw+GO3uw(?+L)*^n3ciMxgI4bx@`U67f6)j1uB<#7^AGHUul6H)2hgDHz%bz!Vxxl zZ)SZMbYE@J15_*%lT5(PsbbwFJrYkPrbbWAABa|o3g|MkM*MQLfeU(uefOv@0K zq%7ScBZRb7NP?-!L}^~Ohq4Wp(U=%5BsSMk^(B6Iecvm2>C5?&Z>7zVvOK+HT#Vlf z`0_%_R6gfl>2!8_Nx`pHWli6^{~@@)J2JM`&s77DVuU;_2@mFP8~JL-J3gvjFO_s7m%sa3xOeQG+ujGKzx57y=cVkKi@&e<+QF5J24z4G-7mw!^{qX7A?9n%V@BMJ=d1ovRm3`Z_lxNqk@BRHZ!?X9_0r)e8v%dBt zt~}cR_}M@Gtir38JfU$fV;zsKULUv(R%wZJ^DTeUGydW=-os~)*Oa_uZ@LU#dzCkW zqQUp$aC^GOP`?!Ncv<6bO36F*M)>g602jTeZ)v>mTi;9u#dG&@dDq<7duJ$(e|J2b zcoM+%*W3X2$-6gx#(C+ISMrCyXzjf3#*f3z+i`;4)qMJC{#cNK*tak3t$fod@Z8fD zjZ2rujg;r97k&~hJp+CY43!NYGT*veyV%OzXkEKEfvB=n=-+>)_b8`IUa;TWS*@Q4wws8FQznJ z6|eSQgJ~!1r(?R7gcNHRmnDME66{~DTyg@mDA6ZW#@ZV97x#+@Sji_q_jzQo#w#pR zUw3ts@14@G*O#GE#U-|-u53(o6)t<9?^RX@x~}uKR>g0IbyOTFJ{W+73gK@; z;ZjBMMX1R9#@dkDp$scLRbaIU?O5JONmg< zu;=QC{g7Y_k14^|8t-q7uqW-3{gKCEYwQ8RBzcz9LQ^W0QIUbvEzp@Oy_NUYKzC6F+BN9jdHO{nhxk;34EV7DRa^ z{SP+piaF=^)C&c!*ZJ+eYBcYn9{%3IToApKJ{SDuF!Ipc(ROIwjN%z44QeNxH% zUZXjX6vmbAg=KoxT4pAQ4 zGstnhzyZT6ol95}{95Anij}RtjNSmb!<6P`AmTg{|1!yVSK|o$~i|0Dne4VgSBgrxeR}`|6%cBbULKvZCrQBq^mzS+_9HiGCS9l&+Vbk?RB{bad zX3YjgJ+OV%#L?w^{>xkoJXRTP&iKPx`?zxODTL7Eh$Z;)l4i*G8(161CvXn#EHD?0 z9~2(hXcZkqFV|F7)_J1kET5E)DDNLkE@%3qJQ9a^HhyW1<+2H^cRVD9Yt{NWnq{)5 zr#nICg_o;zE)?Ub^TffRe}-idtuUED!ctd^FO(iIuQ3ss73bWsA?z2|gB{M&`5Lt7;ur>08{d9P2Y(n<_svsR=i%@mL$p&HG0A4bN*}{`DGvThfS$ z&3iQBCs>>)40>70>s5qlB-~iYbQ6Qw{95?v9B=6!!ArnaIe&!5?!j9|J;J~ouXLAS!)0H17QFYxcxOLc{)!jCXCxCg8nQ3t=BpHc|oJ5Pck`y_>Dz6{=U!Bte=1>L*1EN;WR?@qn& z3b?3i2R*}Z$QQ!dE{=damv)|p;gEOW#k=EtQfTR`;N2KTIqkvRv$D<|3pn##aOs_| z(e^FxiF`bqe&Tgqo|o}w7s3ZFJbth(<73;^?YAz3-~8p*z-wLEhl4lpl~=rP@V++) zZzmyR=|jV0s~WpwW47F$j=PZ_+G>-aBZ})R>5_5%V=06M?gCN%b5^n%Q5fQWs4pqZ z6zN=M1seKD!(Uahr>`h!+q9H1LN0_oV1b(S&gM$=yur*I@31irg z!sI=xMe+>Rc4?n)YjH1wuxR_*Xoyf1@=XaA99-i;-ukw{Rpz?PHECCFNQNF<1qe3k zs&wNJ%n;JvTNT!=uGHhF5`}7Ic)*NbV`JY3HXXC%{fp0Qh=_~V*8z^$3lZTN>xrJc z-F=vL_qR4dyqVI`)g_{_7rlP*ycZ3|M?pwN;Pn(bT0%l6AJ#MnfV>`3dvT7%Y}{>5 zdm80hVSi-G^~PJT3vc4lzEO0P(+!_z1~;tenFnd+B|f0|&y+PXZakNr(l*BbpS?GM zv#Pig{eS1&?uKU3C^T+J6j6{(BDjHh0X0LLMRaD8Q4!oG|0h{Y+?`3p1m|VIC`QMT zeB!u4h(pX zz3NxLDpdALp_M+$52abgo4iE5LD~a)@dJke$X<4 zhk@=7@UocpE3wtz0fkw$cWjZIA7|XqAdc3TM;nK_FUM_#ICfF@WgN9oSuZv()z#T; zw;XS4J3+O)HJG-V2+RVJ1>v zN0{NRXss@l8b*tZr(Ik(^k%cLj@K=`ur4-Opha|6R{78N*sD6;f2saOg)?x*H*9Rq zPyONLP@HrTA&o3GH_+p5HKx+lO||iOOr=L3W^RK%qsZJwkSt|>=#0LY&JVO7NxQ& zDQLW?>#|kP{Nq5kKFZ;O-G(?CTUvM!fKDIvR%u`A@@|d&%v{jw|8dz5Oh5uTkMNBL z^%3~$I9|OG#R%ms!4ufdmm^U9LLB!{2_4ydt5<_*OJ%uY{h8kAECs7Qmjx4!WP$BSTYnoHEVBhL3=jX^({>x-SK_311wqF6IvGPHlFduN?bIjc0R* zx2(swF3a#(8y!?cRJzHdgG;3d@YM;R(g*#cKVtqJ3Cd1*uSx6ZvfJj(6*=Jf^FhCj`~2~)gVHJFHrLbb=sb(zsM%vuxzq4 z>9%={6s8CTC_-ri#y=|+5(7xnCR_6fJllw@ z*MN)#mWgys9@}Y%`<@`htlyo)n?xvr=bn2`_QL^SX}s7;S`VW~9#*u{ke3gH;uD@G&UVi}8A9kkvJF8-U2!hCF^VT;iGGEyBGBo_v>J~j#V9ylrfJiS)I-9Op!EBM~ETj9JM!fJw0y#Dqs zYvRI@gI6{9J*0nczCf3k@BZ`u;h(|TNfUbV041w%L z4&*NS?(+f<$h8?g5jBg8>IgY?v=W;P1E9%;nk-lXnn-FP6!n6r{*-RI@wJ4rYH=FW zqOVK=G$}1v1AlX5n${?j3x;^7x4Q_47bo0Opaf=mQmH@H;*g2A5q8Q+iX4!uiKkwq zl}9y;^hW|?G=OKH#r7iX*}I3|IkI=pUTAA;i_1|vpB%A2vzRR>>v7oHOY!^mc4%jd z?eVi-4ZZnp+Frfoj@tSLy{ncBBjxe7_$bbza|f;}C;`eJb*x?q<*B>47T~lGgTx|( zE|AV5oi3QBKzhn>ih0K!y)YE0v__i%08JicnRLshyNGPpM@K*#pt6T1-pWrt$_NRzR=D;l?Uj15P-I)!VvHaxrAUQ z*xLrd?hgTW?*`bli+={YTLJd4@2wET^-Zo`h`+GFk9>|R5El@0&EY=%xaKhQ=_`(d zW|AmojtQ{?aolSuGWA1mdO>*~feCkN`A(E+JMZ(6bTd)!qH^Enw-26mgG|x*$=%qrT7Ct>Yw9R6)sZVA>6?8x1?SHMGfjkDz)MvH0#mll< z^w;$TtbEsTEJeskl(x=-p7qRXhw%E3U8huAroNZtVp>U`4iRbpP5rPpM%m4CB>VhQ zB0uyPO4dsjf6@2Ee{tPukH7EP!}_niasRa^{#~@j8_I1qmSFbOLaGV}Tl8z}-N^f` z-ti~b2-ZT0K&BS)H(rGX5 zm6x06v^GX)^$ki(xG38ves?MwAK}djw!m48#dKRD+jX2*zWSy56g+-03+jQXD=3aQ zJ<{47cat5mt=%(aQN_o&=a%&l<&CA4q|zZu3i(tHshXnen66uD+~n3Ryr`}mK;Kng z52l{!t2as|oiwJ+v^Si&?Y3$kO#k4FH=Odz%J|;4cpSKw)vY!@9%SF!`1ieHV;LHQ zvM{#Gv0y2#lZ--vY1^42YkT)*+E%@}7Na_bQ-zMTvAq1MO^3Q{nM^gCE9HhdJa9sCYzx%`99A{w2{g(J^<$V|X&f0OK5gQl{WhV4(5GU8vH<b#MY9>Iq~;uW zT&PnLAD3@x2QK?&T(16=?IGTjDcuXLf}!k-u}EYUR;SkC@hPfPmS7dkm__F~sPAUe zlAeF?xZC}k5=7&B##J0uyp8+lqz`8%N-+v^<4B>CLwY9`g;0gzh`pJtS9Iz zf2_VO)Iv|QPT~*0>L0E7j?)L?4T0_&j_MP2`F8p%F=jBuLA8ZS2y6?O#e2SiUykqC zIt1%;SltkRt#S-!gz#M8txuY$m)f0XQ$O=rkKamW%%lF;d#(BHy8}29;VJPkmRR>F z#&x*VF4jrdbCHgy9YHw>-tQ_;?VL7Ai~B5`ezsedi+G$a&vFj&OZh(3<7wMtGd&1x zE4+N!<1y3}d%_|62-)|6>U&T<;^tW%>arQg)R5^SuY^;D$Et(cb2LA20+CE7_V*8#Fj&zrH|XJpey~OZDBh8-MX2yg20_llKo3L1Rau(5jI3rHaVx(=|eP%C)V58Q8bKsbl zmhb{dU8y7&gbQX;#hqwKZ;V5fgkhP(7*-2_43$2a|{;S zjV{wOkXn{pYbmre5Y((hPZV|ebp*iLxLQEB7i1C(463Z@1uW#B7hhQiT|MmLAL$o3 zkIYeVa8gK;_30Y`JlgK6w2AkH8$IgVkO{ zk-Vcu3VqdPhQJ7b?S=5rXe^+KlUXoR^-4w8)|gW}%>%SJ5y|H&p1K&wMGRi2nI@*X z!_Qe@vfC&eHnUiR)4+TLc3QAcmJgADn#-WTGpuCiy$xQ$eB(m3@TRVB4 zT$BKxaZmZu-?GvW^;gCZ-xOWhGi{P_OO_vqO&&AV2##8 zb^SKS>jh@P*AW1#1!eWyy>1w{C%CP*?)U~3RMCcnrO0Y$xLvsm-&$M5f&`gPYO&Go zj{>W%1SlV@0HXGjo0l3*Og$njn8jdA2+cM@pmt5wG3B;d6gFPzG7uO|(GV@Bs|Cse z6tvsQPnH)&d1{7k_u}*_NDbNcP>jEnkVI(_t78i5)Unt)PfbY_ZEOj!X0fd~9=K+~l;yD%p&%pY8VaiIELxgm*_|58z$MxhqN!IU7> z7MgJn8;hAuK6d$1?TbnieK)L1pHSy2D1nr6Uqvj@*GRtu_n}T}tO2a*ju6{Z{Qv+U z07*naR0>-uQ5KbboL6EzVjpA3TXQ{@FnJFV){67HoA`A4b==RG=-`Hs56*;rwu%4q7lf%M5hD!}Nb;zxHAIQb|s6MjNDlCYN3|!+J)Hq9|1+R~6 zgGEtny>oD7-4iw%bHWoF6WdNE$xNI~Y}>Y-iIa(K+t!I~+qQLbr*75nt6SfDtJYt; zc5ST2>VCSbp9M)LZyR9(mC18e;U$Jb@QHq=AyaF9bp(~wBjk)HtigCLT!T@;-GNbb zwba-MWbtJKDq>k0#Twa3)Iin;87$6AKS|qiWg|vqSLHM~ND6b>(>Dh8G*N~bc~Hb1 zAf43^r3Gx6$44hbhAx{pfM%MOL*)~WTv^D6P|^QW{uXRF_Z9DZb_M|Pff9!E=?>0c zr5mf3MC~1$#BY*&oRF>6DZiI-XHU!6mpZSScT;k)tnpUgus<{lhv?$1Onz9X!B@;8 zKeXOPbr^>Yy!Pq~{6Jys?8NO=tu|JP6Ld3{2Q9>JBhp||c97_1Dmoocu5$Hv-*@wh zhHM5xUqJ@)^;-&*301aUd0q3_l`IQ5$4f1zHc10mF@0%m>ZFEcC6ud27XCK743uHvU)mhxqJUF<{4hc*|wXZ*#y~vBAYKDYHt4$oFj2=-+jK zfJ3h8_0ii1El|}>Y5Puad@P*kh90I&Rzy@6SktsCAs6^BhTzxVOHK({tZ0j=qLVyD zxGvjOH`0W{6GQfS*MD`d+LAM+ScbwQW=a!A7K>a|HC&F6h)KdR_rVu6KOmMd2vF%}P2)9YOEg>0HjT`dZD%{8y*jR-%vSJUk zQ=B&UunLW_~B%x^RPKZCG31R%cwY^UFnt@`e_T-VVUp>nA(Y-+xi(%GW z(6+kp)eD5J&`=KKW_s!6!*#Oblc<&oIhhk;4hmr(3Na7|7rtwv#2p?eg~&4Gf;;v{ zz1DUhFL7(hWz^}75aeuFe90hJKnpfyD5CT~rn3LY2}m=BGOWw3*2nrA;q4$yPf1tB zNMPI5O96dhh^Dh~*&j=p;P$=F%Vbf`GaE1wD?!hAb9_=N@0A!URh?Ou8m<*gscwp< zCUY|Yg$7ncwE}2@V~{x{iw9*NpJeHl&PS>Tz(X_1LHh)!HvJ)@Zjh^5yvL`{*{Ck)c52k60{hT+Pcp_Jy4!*`}Q5_ zz5LgzAS`Zm>9k06@N#m4KTfGD$^`&W3ri+RHg8(ij4ba6Eky$FDU4wC`=na*k$7&B zdRI@(d*dw%`$F_qE>gVpD|fOj60W#=9~!|}k5WGO;=DGM^$JEodmQ!j7v)nDV)P1M zp@R}CY{I@_up@gddJ>{e8Y*0rPbW#yyVC0M$uszgV9|_fEmZGP&VmffWijg3{XX~M zr=7^V8c{|$G`yJnIMna6m7hO=dP#pxcUKzSo_snar~#=;$Yco`;mSZ}FN%esa`#&Y zaKH>!@KCfMh*!cg?2eh$E3eAt57)@3E_Ut_J)_oMW(0t#~8mBZ-{F4z+h0|m z$rmsy(0&HeOXTtf2vgfVeH%Q2z!cyo8vg138%x5%Ez6D7#F=36NXu$IhG<&+ElU7z z1{_Sl9-?+E0|53JaC`wzR<=4h^qoSBjcve1Rd6sPcjFO^*fI!47hfJ^==Qe{B~HKq zI|Y|(%^>0n9PdlrM4Nx{)Tp|zmP^rKx28FIuVN@$BT$b^_iTPbH2>$T!{i?OoNPu+ zES_ka$D|bJngn{9}*# ziq(vlj;pBnxP{{ji9RDa3#^N)fOEKk8RB_Lzi7lNcp$fC`7b%tdq*Q-SwWSF0Mbnd z*oE_tz9#8N+ORPp<)@^(z_m=66XpvrdbLK(k`35!rcu;VsJ(mBV+|k-%HQL*NPIym zW!u)y>OvlW*1RcN1n@UDJ-9%UKL|Lkqh#vtl5SyvD=7wUrIg}MZ^ZIUZiB==1!N1F zFcU}K#K|i@KZbr=?Zm4qm-$m)nw>>197=mlP-3TwHvS=py)XLl?M9S6dNED(5YY|E!2`$C<3Wz4`^bpj>tDY$Y&qncJs|@MT5Ec&NoVH$nD|?n;dv^5CEr zISjK69sb^PxTMJoaPbS1%G%pO>ypfjZy^%enLtm07|ry$_Fp;8QMic&`~3{atBZY; zFXDf_A};jzybAYwiQZKQHLh(5eHnxa z{N4kvxbg3Dej6B&CA?GR9hUm5rH!{emJ0tk6Fi%sx7BpA4~Ic=Bv>+M^%NCb+VX3t zseC}Z@u)jq6f+A?~;Tmb&h6~5bluB#Tq=)ryeFc%U>Qlu(NV}K-`O> zKYe6u#J0nJ!6$??q&Gzj6E)ATDy)08YuFU%S&v#!V++b3G|+Re)mi0CBVR}$IBTpc0`ibFoN*&`*jjM+Ph94LOUZf={9>zKmR_3bYaX3<_~H7hZl) zqJ;PGVF+%YR>4YQ7JX;XyN9;=GXcb*d)wJ?B4{^2zY0-g`}?(w`W17I-c!+H+~~Uz zO|33p$}Wg#Ak5U;pd^N%?xf7gNK4%MlrJT0qVnBTDyE+-|XX1@Y>R51{#9*Tq6>(?ad zKAPbxbkEw0EHPQHY#?RRN1*0ye-t)K9{#P!!1Bk6H7T}__I=fbAA0pkclfl24l}(a zMD!mNixAN%4N>_RgK?1!3ooT$|8pP-;hJ$CRgm`lQHZE;1>R)Ci>&G+Lz!Y5Ch%%* zL;0fz0MtM3nElC!n-jMq`G8pO7dO4i9|k}GFVn?vTi5-b+Go(B!zIG4BUH)4a`pvz zUXsMg?Xxl4h$r24r1S7X&w2^b;g_5>SJ+<>nOPQQ%0_HSl~|ww`P>V5Zj>K$P&DNK zBls|+%d8R5Z`ctrtUr>dar7BL-N%dnTrwn^LVQZG=IlVwWvv$|VFgMK%xBk1JX$gBg^2h~ zB1HZtGb`E?8GH0$c6e!=#aL2@rFiHsH&Hy=-+Y{klYQr(O*9=ygQD_uNRyiz?r;I7 zYm|g0Uo}vDo*EKKeogTtieJG;={gJlCQPv1itHmUWOq#F#GS*0H=_;fuDh+V{#K&( z4O?Qe4>bGiy*hakIBdHNHyUC&sY3DH7Pu-jT7-Y-n)1av*-F*Wf3`t|s=EfpY|&#$ zA0nYc%@&|WhH6mC{O+bA`o;ls$?@33QGUGdKY-c41ul0-oo=0czs0>XKmGNIGccP)tzdIAM1~+1)R1?UkI|h2*(KEHu?gt#>z)RlE#H*N9VHW7db+ zVBAnQU;QneGXS_uiOS(%mLp~<&-2ag86Tv`+%b=-!tVbe>;J>=ZoginZAT5A&kRu} zqjZX(1c`cdB6Esf?sl+yhF*@D)PLy--aaZ3b!ArSCMNDSFlmNNJ`y%y?Uo5LBxJ8! zxuy6yTTb=#0yu$0f;E*Ny=rQ2U8yR>Xb zeDB9ElhF#^a9*>}YsP?Z2(IQGn}b6~*qag{AYu;W_i|F!=PWLSYo4$(SmG$b=6Qq> zeER(ds;{z*6>ph0%Rbu_-fNt{|8UTke%SgXJyP4FNC0wkq@r=ai0~s#D()pPJ=+-n zQjpn5WYLuz(j#3?5Ua6;POKEEQAoif+4UFK6oSM^tbiH>RRgJfuw3*gdDd4sKh}dl zl<9py+f!de4ZWe~eSyG;BqcI+o}uu2^nR7#M*UIyQS;dtiq(C%EmwlecLm}`7;pVa zX_N-akgU$`teOEr82C!yChR;a61hnG{DT$he{7mThs^0qI z84%=~vN#4{cz`iM4)%~)CGm?V^^86jg0%a=Nv#_G&`pm#%xthvgNkmmH|%yJ)gi6L zDv>&BIrK>DDpz`Hx$L7jj2q~Y?50yGaY2FWu_T`y`xUIGP|xnGhJG&ZvT&cV_YLk( z4b(N41Rtc?G7MX7`aCx>eq0lR*YS7m-*K0eG-*Olvy;9~huImmD<&lNTknm3x(*?< z11f+2z;_?_`VNZM&3DM1-}WHO6)_f)eV9Izvvn5nxBYJ7%O=dQEvu!Rw=CGYPYU3S zI#Y{UvMans#=_sbbz-wq>OM^(qe7ASrcet0Jau|%7<@w6IhCp$JqUR(7e@Z~lzbaH zKD_h9^QH+)F|KM45HRb%m=*fK#C%#b9;_RiAe5w5ilX$HsZk=unP?l|S60ATy~`3< z6P3=%d^=_|mHqW|Y5m}Z1kuerh%R#36nau8tIWRK5&8|eRPZ8(`d{{{frocy@O&k( zN%$?0gtm||d!<=?RJaQ!nmqNy&8-aC6Z(>H3Ch$lSU^}HG4NoAuv4huKx>V3v=bYEaQ!j^zl5+%nxWjp0;E&}nlAB)?qxE6~(Z1&`5ZgQdVHywJk- zEcMRUrEr2v^WS{W=7154{9(cz2~a#h`(-Z9r|zWAVNnlNZ(bLLix?ERP>B3Gpdnj+ zv)87n?b06*+tzqxrE;i(z z7WCjP^KT3~xTUDD)W&?KEJqH#*H9^6pHznP8&<@H{J*LI{?`wN9Whgb5#2zTiVF>s znQ(us3y3#{PX$E0yfx?k$uUpH@iq>YCaefrAqeeLtu>pFa&7Z?%oMi@7}z~-Mi7~D zbn2_qy3}E;D`3Lyksz&U3>LwVwIu5!hj!GLys>M*Uz0Hzm*u-b_zQIXo@5nhR>2E1rBV#Hc5XY$^!>6Camf{ z$Xd>*JB-`&g>N`3iy+EcbNoRHKHxxZm)Hv-m$yOiB6;MEPp;!eV4H!!>P(xs?Ejew z@mY3}20}ReC!Vrr-iM*ADA!-F1z2o0Ei&$Nk?zJmDwElom8w8Y-<(neHGL?BE6Nb+ zh|bj_=xbhX2@+MQbigj$<7dg3u4Fdi$Th`shP$y~d&QA$rhr%OrhO4bA|4>U_NQZC zy|8Q)1*?rT0xE{N!C7o9X~i|FN?- zgw}8$t-~sPlgB1TY4Fm>coEa3vYA^-3(ib=_4k14vs=9$^)l6{`Y+)KjS@MEH4}bH znbJPoeg*g}&!DK2Yw&cvn{8+vvB}z>(Hgh;jdf;YF5i#oT{{A~Y7F}lW72An$uCv7 zWGf5d>a>>d?FpBbWDnTZ`Tp^CxG;UIM1qj}R^_|k4I|f00l809QvUu$kl}E@L{|eQ zjhGFLciUQvdGu@5SL-SilT3TQ^3yx4S_g?X{ z>a8A>Na!zkU-G<1EqajwP$G=I zF^ar1VZvt>3TQ2DpJEutiv{+)jLsgQ2RSfI;{?Pl?=Jhg6!wN21x5S#o4vG&myJr%{CXUT;~29YlL1C zAjEwqeEZvz#721zmh;Z&Rt@85rgJ^C)t2=gF8_G8A{(j~s*VZxG=>f7(uvuhCIkCo z^^cIY0243Qt+B2Sv$@d}3Zh&hqMZsQatKwjq zK#q$ip_0#C4<^nZuPo$!=t>Z@58*;U( z%k>b9wo?oRLuZ#5)@^XdZ{T2^&~xFV{k?iOqT*YozcKVm>sIoXwYq6|?*St&IVeM3 za?`nrUMi9*0fVrbBIUFS_S`aD8$^GeFGswiHrC_IAObzqpGhP7-99GWAM7toVmQ|3 zL-iTn2PEi)drN_yru=SF1$K!FlUalg*L5ni)J}`WS{6A|nelfc%lz6GP8}+E7=$N{ z{xMXACt}$_S#DUq5o1m>%OKDu;HBAWXK^YYC2WR8K1*q-yytCl98NF}*AoNru`^k? zwg@yWGAv^SHXy?DVT-4geE6}DwXW)pOPSCaGrHFwqU93E$31fWUe=oL97gev>8;tC zU#aiXBSS~}lY560isZAY6%upqoY9&L&6)E7`v^Trg+}kPJEcSlJBME&&QWO?JZm#VVD_#-EUeCP4`6+ z0+?O4UZOd1Er518lE82qdx8Xrm$olu{lQsL-1k$El^s8=LEdxLL@e|qh5*_W0J-_FV;rxqVU%Gsl))FX4y`* zYfw7xw_yJlS%7-&A>lnDt}?P2~+qH+!v_`=Go{n zHEhoDH6BueQG928zT^#Z=l{W>H<==DuC^QEv`v;_x06lKdmI@=Oujf9Waq{THZ^6& zCqhK4Wq#sK``A$d)SSv0C@)zoh8Iqvj#A~guVHyvhdlMg$=}bY3eU3F+XOE?3;3-> zH+?CmVTx9l{Ob^(v@tI%QxPgU(ftqR$T7wq=d)EVf*J( zevmGIo$UK2qGI>)x2Q+$=59Is)PMChrw437q<`}bI;as2-z9UrUbn~%3eYykWyvXC zwL<#l8~G-?x1vZp=vZv2DG&mARM%eOTKSNCMk8{1suUo=w{xbW3u{@Jpm{+1&(*ZD zNGi4$=6GKwhHL2tV|ISN8PL8SDzKd7AwZECtr`3$1X=K$ei%S zG+3LxsR?dBScon)v5mF`(?Tr0kHAsicP%f-xI9tPUR&NJ_iW7f$z4sz7P4_bPxZnSIr22Bo@Ukkz1O<)Q0z)#2@PWL!|nnL%@FL_mg`Y<5o^>LJq{NDXgG{=9{^$L*M!iRf$Zw@ zpVJ)C@u43aPi7z}%9YyQfRWF)1r;;kQiVON3H)nN zrXkNdo}qr1yqaAFj-4+F^b6K=HL{DC`zUhOkse=Mgz>bMnEmrKcIYRAfMbs>37seAL?_tO3svk^V@p= z?XpIK_*3BoR=c{YqMw1dXrp@Qrpk2?7<_<_rX2ssRG=la!~FS)#JpT&W#wHqR>7T( zw(m?~yKBsoydsnxk98rZhAw`95s)0}o`14|TL~bKpL!?tH3o=a&nxzb!M3$F2m@k? zwN8)0-_3})k(?K{(k4G+Qcz(@v8aE5RT-p2h3O!Y`)p^7?*Ht(g^)R55-0=OFC0-j z1sui@n;>T($&eiZs9`8EMLnPzFz*IZN9(?IdygYK?X75j=!8-&SU_iEvQb5WC6oH` zs*!`qNebx^@1hZvc1n8XY^69a;dHh)4|b#dfODvu!FZe-jU8yEd$p@3%+9{m4}&L} zwKNOMZ%2aMYLSQ=(2+wUGH5W^LE93ueNVD>OE3`Mc4`D1&UbF8mv(yjcGR~tj>*3U z?huQ%`LN-LzmmrWc}gi4C=MT`1@K_0KML%jJd{|l|3FMzSawXU726VyDowC`H^1t6 zO6u9TUuSh~7<1?Os=s&%Zdg>DvZL2`6WV-6=&qx+*@#0AwcOiTlXe=`nZIdMnEImU z^2Bp@3PFcJ1g}+prjgjSqLGI%0M+QgzB)|ZxluQHsqp4;pjXoO4lBmbzAWx1lf(rn z9Lm1(8UPRdcDv^yD$TvkTEb63yLCD1EwC#Nt9===5-ZVQQ4cG}l)hmX70+insJY<9 zuMx*bt+LX-v6=29TpO(#$dozjMp&<8MkjkiO25cfgz8dQAQ$qBMf8`a&y+~+{ndGbUbgMnQsSQD++PB|(YCM@yOA(9LI7q{Mf^R+opt!3 z9o`ycqUn}DZ$f*8h4t)=D(lroH5v3i7u;GB*S@3iB#iY+HCJsKP)2^zTbbxBI}b5J zHVp&QakTpTQ;1p;oz#%&V`cJ$^u4O7$z7B9~GD6~^1*OiwZ zNOdhmS=_~C4nY>xBg^4jwHe<7m_UVOIWy$E62g8_o5pd0AzZ1X_mVI&!3DvyBG>IU z%-pKY2jpse&>kfavk(q!t`evR+779hY}_Z_^P3RIMzhBDs~p{EdbIs8=|r|aPMfmwMWb=R}5+xBS|1g=NxC8Y@^M0vw`5btiE8DsM^&L6|-f0mo&}l{C{?b^_@K`~T z*vw{&g+XfG)N|+{8!cu!6JNW6z;kX2^G5Zqtoz&rW+Xm_#-^0ip5})WR@b8LPy=>xFd4+Cc&X~@rtN(hw zJPqMUMIBhLjn+p`y`H;G`Carjxj}guShZDgPHhC(Tl~dzQdTbx5|{wu!dJ4FduJ89 zGvo)VhZQt5#CsdX!yqa6zTM78b70^_0h4Ke{N^&Q6Ygi+{aA|llm_RiEl)smzXs#C zCogiaBTTa309axuSxDruZ(zcx?^t2Ptf*VQ$3DEs=_F4qp1-_uqb(jxk)GI2C;GgS z5Sb1uU8qN1>Guawn&fj~EU9IzlmMhs)?dRjjqvsg8zzS)i`l;y9F zUIdS}xKye3JC+S;(N(eah5e-FXZdjTy5Nd!>#m3hN+-yU!FhDhS)x5<3F|f6tXWHi zKG7?=FqowaHPSasQ7NUyGSt!qkk-UMjw~%DF*Z1EMQPXVF}Ix4GgSG$@rMu-2kezD4Qn@+NuwYf$jQO`nElOwR|Oi6~=a z`;1Mor%30PV7sL1N?q)d9bMv<%nW)k!4Iq42b!U`9xMA*bo*mLL#8Er-%W+l=t71yl2+MLMibst)o6Dm)fMS z6e%fT2<$NY;`X&CfOdJU6%|zOqqtOz;`=vhu9++66m8_4R;qKPvaB8PZlP}gTa>lp zvK>C)bHNLW%~66%RzHQ!t03wYaT(1A*5M#ny6rF+TA=<@+z7`?W3)_7@GjYVtFa_K zHrJXkAshN73?ErSPnqlVd?tR1}h6rAO%DYEfPg3`+RIiQu6QG_$gTD7dkR z;I+P%+vH;B1{+TDhhSkC@{>8cHF<^bJL=8!fdSJyoJNq2%xaxHEEU1jPZXwBb;Q0H zFm;0Cpey7Usa3=jnx7}qy01)bJ%7VhLuZxUGIQ61<}TcmB3)i<*8xF}P@`xJ|Ju5S&}#Z6>>+&nX{F1h*P4RYUep|@bWha#p0TlOYO*q z!b689Z(-NzzI-DmPB#|>EyDw;m(7DFN&1_Q;AP^#reO?*^v-+ycTtz#@_d~FMs|-u zKo8?6Zs7MBC*=8NeFiR2)puXIfEueI^jyh@h6QJ&2eRhobK7Jkh?d@a`bm|NDDgGl zRooCGvoZz4U6VUG$|O$0ybavSP0w-r@9 znnwny>zYmZBU=F5`e^SJBD$~GQyf&0i-$DCyv+J}^7}qS=ipYZF@_T8g%Q@*C zvjUgOTQcie<@*F?`>G4|D|zD^jQEYwq|Q$on!wW_#mRr%2-_Wj560a0ZAp@vb>;14 z9G7`$5Ro6~9+Yx2J1%j=g9Pg*;Fcv26yXERY-kdLJ_alz_$Y%9 zHIP1%hUN(@$dkTV_yUN?Gmx>&iu__O^IX`wIR=h2L#JwqB&yM-k9H;1E3Q!m;j3+j zJ(z}c^hX>-3_SNUq>%h;8TijSp;7iK z{w|CP_1`tyPXf;T-^;?N1HKUO{_y`l4Y!)PtL!$S|aTQ74h*S{482 z<`bzv5`X4zxu{sV-PK?rB6%G_Kb^rlxVpa)S9_ods(0bJ+Nk4y+4wj2bS`f8Nfm*1 zz-P=}{=8hfpKy7yKM=BE;e{ce*LDd1oa4zCyRfke6YzTe+xwrN{6ho{fP1zy_Yd`) zi{9AQcPv|C$k4x^MOtGWoEE>;nXs;Q+WVrdci{jc!bx4qqs{lY@~vt=HQ~(W0@ZS0pZ}n>E(KNP1ta1f2JZ+#mH!!t&el zb@<=GD0!g(pex(Wd5-M5zi+b_vH!R1@|(Q}mN(uXu8>?@oavpbJj{Nh5qaL)ygV+U z=pR09-kf#Ve7p{$RE9YO;TfzszyceMQ2b*b&)nBqdfpi;-`~?_+y*3Y93Nc>U295i z&us2r;+KZE-$^i#xpT=n{(VAuaaR{yho)8sAI^Uj1ap3+1KR>(8IJO$%j#9`1$581 zvnfy{(*XN~u!~Q{(U$~(QDuNT0&X+uKm^siAUu2xgsZgGG2LuM9NxU4VE2x^V~OPX zeQi8RfXOKTDpL+balO2{(*LhAD$Di=Mx%xrxWO9bgu?qxzueN@{DVgmVSeK*;AeN< zq(+4FD%8PMOn+J7@Sj_~H{Gb+ZrvRltosNB&qn$o$d9C`D(63oUUhwuzO=k!yOt9d zzDob!@A>K0V71H$QfvB@>pXHiUs`_I27Lp7kacRS4R@J>Rt;R!@Y}-4R$Q+kd@t_B zg<;&}9eZQFJ)HLEuFm|-g1N%1oOi!<0 zpXaHvVf_47C(_^RTB-;&pPgsBdj2a88hS5V+%Nvu#Dogh0=F978F{_+f?U7%i3a;^ zND+$gCEJtm#M+ly?)Ntz<27)j<3*IOS5m02F7nKvu@ zO|kMQW`|}%NCkd(#4}za!{g~y78a^NJxVYE#~ZXJ=XS%buN_GB+pr`ZGAPrem))F? zZ?2cku|G{udqKX~Jv}=gOucVNOb)x&X7K(=H)=(n*U5t8LRJh=TMaF|yG+=BnKU4n zx?9t~h}cZoGrhJvn!c@p`lp8Vmv9>l%075*ld1Ik8Ur@*3eQ&HW2bl#HPfFLZvahZ zNc5csXuT6{%udQ?YX(bL!06i-%b`xw6^C_ibrz6itLa!SEpVf)(&I!-y-^i}!vlGw zt1bDx;x?{m9NE142rqTx{;v_S86Q7kN>ei7otYAww$G)peL~vdYXp2HKihq!wb}9D zQ;BWZE8URSW;uL&^+d27qmN14>2jhDihEYT+Cq}t?{&-d8b;xy<@i;P?J^s&-*P#f zf4FN+JImU%g~;bROP<94kD%UZrIQ;6zF-K^!LC<3T8<#}De)DV5BsJtz_uSQ{Q{Rk z51z%i#f_yHTy-8For+i9z9r-z(2Oe#NqbC#aKJZtM6cBbMKAck7hG%vNPl#2Hm+1H zt{h*9=CC@gj2<5V!SiQF1%lo0{mZbc=&!4wAjWQf(7U3>{qUv-igo)dvBANokRg1Q zMYCzqDkccj|ERV+b{c{E74A?=RxNYgv;8Wf-x*{yH=ty2reW3_M=E}|EmP$;3i$1q zSIIiBp}$)r_3qd0;yW4AYjb(&(KHUA*Qkfm{hH@|xl`)~`U!pPhwa9T69wE0qKoXP z*q^U(qxd$WR}*UuQ3F6*Q1;{HNzC%=0*I#I@CxBRIhVhidNnCA&L2WRmp2dlRp7w8c6v~V%NOH;ai7sr!5mVl_{SyeV^B%=c97z&t%R-@ z=7FTL7w^a`cz(osN<66Wsk{kO*f?&`Q(_^Xp;t8TRz#XmRvm`-$p7=wKT!fLHoEV| z=^J`&UaN>?ip9YDVjpDP&9@R6HezB{bw4xU_UO*WkVjkh;RNVX<_H#={5 z&6aM2e`mxf@eKBL*fCQNUCQjxyDIR6Wn`->tbe8>-QWlCfL7h-P6o`n8zJ>Z&F2UW z>>1aU{$lF^VL8y2AYEt4iVW-t-fuB}coQ7(CEW*yQ(XF+q7{rZvP}X%MO*^&Y3HK zlN{<~;P}t&_rMl4EP$qh*P_0ygd+cW=O`cipJjQo>$AqgUiA=j+Im9^=s;j=+Y5&^ z+VKJJ$CLZe!icMT+-#75a}V`URI9m50H{XQzXJL0DUD~uzIitpt*#O&_6&ZypOLKoa6V()^K zrX}QeD$x49Ib$fyN=-Cpmz);yBz1hJ&?IGbTDOxJbaTdIzjyqXHKhe~PP@W>O!MhA zKgtE9Y(+;DZhp9sfrF%C{ zHXQ$BtktB+ikBNO)60bYs;CaCJLAczLa_msGztnDgQ#Pkt}D3B6Ks&Bge>?tL$SW)gptD_#m_IMtqwm7XXy{sIRDBT%mF>{Ha16`bL*|P#?xi9 zfHxuxqltfu`3nBg>UJ%Lquu9HG^qG^hXSJnbMdV~AW6^eljN4(P^#;0N-sG*1U1)3 zjql?i&`AF`P2kt(N(Jf?HVMQ#ocUk@Q%?pB7)bvS?}RU31f2PMNPA$%&MVK6n!yu5 zn}mPIX*)RUiwy?vx;+ZfJ#ABMH}mD)=;rty8z`xk!gs_WBy-Lcd&E>c{ZHBZIjnL| zGp!HDkm3Ek%5T(WS4H$)P5FWd-!DYr&G;hecWd&OMD%@ay)ZXi&!1n8RkmAcU$4Ac z`kIz?v|LgZ4FW48Ir}rI)DVP~Ki+3mz~<}ED6wzg`49`UG|aqliIRYoD)-4h?#q+x zyO<|J`WnO}40Ox=mirJZijRaKcyX!CH70^X!%Bvg5CpL$TGRyIa4ra}f~V(iJ3RJx zCN%Wn(NeaYv0A=>NVG_%z$&xxTGJvUxn~9akly>!5Qp?Aj-z8j6GRyW-^NUaeu~Md zRF2FJfv1a8Fl>eZl{x`ir*#-cZ|%32a_$XamCbnyaNvl?fqSpBe$E_||LsH$CnHXN zXtx7}uxE1qiN5vGJku`HU}&HIV>y5p(kv!xGNhfU^6%l!w?yAGTjXF1#64%(gCdNr zBiU^;)BZH^RfBXEyK*5}D@9#jut^6GcY|DvANSEnGA9J6jEqHQZkleY~tB3>!*cq?-+5*8uwa9Ee-p%usBzwR!73m{qT*_q0E zBQ-W&_{X!^>;hwwUuzAE`EApfS_}4*0U#;i0VKq%koTrq^VcZu&VS8ZAiCYnjmRW0 z##2Us?Ia=e+?2OE_lV9wN+1*^25@@wq0g;wiVe8)io&4*bmIEd{6{&X=GEr1M|HBRhdaN! z<==GI2*o85CPv2@ZN=p4}`P>d@&|6-CX9TC!U5#E4t{GtI_^<06Iff=y}Kc)feQf zTIAGp)}vkZT!Vuya%|fu7PknudkXq}dmfkcb^_k7f|grs8nTI9bUW%yp^#+jxmGGodU{T`rbyC7S!I%|F0?ntG9)O*8%Yz)VHT3$PE(**ElD3>Ur zSDKK*q`@TLI>mpm>H4_Y73XwtR)&a9<>;!oC;6xBn}Z>e))v^?*=}%&qc|PKn zVbVdM(k0CBs-v~DlFQlcH+Y{0*=acai-+0r@@eHS?#I=1m4?J@5Ld2K1g4=oJUqT2 zNudNE6B8`=db&yY4l`YgyY-|oeZOHbHrN}(Z>{oSF2x`O6woq(x#F9gZ=SD4D=yjx z?94JtOXk94D~X-EQt`LzvtS>{in^N0<{%+vufosog&EnkBB!~Un0+o}TKyJzj(9lPo)lBrELa+?w{ZQY zBh;X;&U*#H8gkN*Bjxpnbp>H5vjd>oQtOr_4LUwXL%Q+(lZpevP{P7zAZSx7h+^+; z=YFcUn@AJX*J+=u*SnLk3yl^gN*g#?w`+{g3=h4YN>2tbUxqr(Os`CRXSV1|gL7hB z4u?+JWJSZ;#wdv$%L&fnw;g-vgg-W+IK?kHMUqR^ROVe-DDKqG8-MDxQ0slj*n8+Y zRLt^I6|_iM>WyfU@fy{+B!-_5Z@^V$&MP*CRZFm$Lp%*C=8in8 z!?#KsQUO-rimh;z1v+E}nU z*vB}iid|mC;X1o8HE;L%l?g1!r4fHy z{nPQcs?oq!mmgAWs}@dkNk(ki$dAc&uiFq-NZ$+f&wk~xoaAjWx@#?YLPoBnxPc?C zL0H?h2W$O2KdW2?$NIim&vBVksp&BDFenY6E#7yaIbbv?qTZNn0a!asfDaLu zONHN)aQ44tt7@sw&Xt9ASTTz-2C_YpOwC8eXK9Ov9oGTEFzwQJT#N-PZTJ!M?}#5n?V&qZM7S@=3uD`HUz*+T)#hh8v|+TpUVjsXkTxh1lQEuQ#vo z`O_jz#3wuHejjNKy9Z_ydw!P7`kJtI#FF=+$>o!7U@VPTxk)5cp(!x}mEokcWpdzx zmu;V1vut6jqOLcdB=lNY*0#Ddb2(DCtZ^A_#o5#~KKuW*Zp$pchg25rD`r!fOLo%n zKB!hb(3#p!cE?vzSV5Zyt&C0cH2nM7ayL*&>z{+CkWRMWWok%JbEs1;`VeLL{9w9K zGD`WlQ@a^Xs$iY0e-B6tJUmU13;G8vtdaWRCT)RhBkKCJFx=9|;q}@K!o6`|>@4;0 zAXL8$fN{U(rR;7lku5yZ{-`^^2C?d{Y^9$bS0my7!_E5trJD{@8p%U;ijb+JjBdbC zy6M2@LfhlwhQZ@|A#ij4FDd_=iGyv9lBtk{t8!3hdkb;98Zmg58ld(1&;Gu%y4sSq z>=jsbuqE^#j()x3C!Q6Py^Fvrsn`@#SKZC_rUa42ejGl`;(nP_7S}qTs2Z=R2El4q zd~0_Y{ZlrxK6ox3TUoW|YtNVql?++M&-;E3DmzU}qSj#;X*M=2w#l(Z^1mUjHxIqnwmv2`)c|dM7ZsVq8>>YRVCd0B+Njutcy!e`} z_C)&k$uG|gYQ3{&A7I(59>_9547Ip1p+^C8pDPy^Y(st4zj@bN56PQtnzqIJXKlHu zkiw!cCUz+!kFCYIv#ESwj~=#z3mV48XTyIwNC3t(pL2>g(D+M7+sRevi0LkT$FcMibuyvkC71#R~p%S#JzZ- zg%RGtsp2QNNiryuiO`1FFtlvLG3b(Z26<^WU%RVSFH$v@tGqS>yPw2nct$={Yzr3v zx~>e+YR|2XBk^2^7p*4iN+5t{yzJV=$gS)Q@V-|r_JS2r!*MaOVB=RSEv4HUuQ&&r z;^OiBx`iW@YY+^FuH zXyfCQy6iGq+R`hfMu+@=c;|^_YBR(9o5?UEvBLmb?c3nu8zG?i$rdAU$!1;mSWSeJ zlM}cbb}SUwMj#XCb@{m57wh-2?{3>3tjFTf7lN&By26LmoggO&&)9hbOn=RSEutU6 zARVWXDd!7V-Hz)MFQmmgDoW?`=L1l}S0X~5Y@<5n-Si5&$N;yh41jpOBKyx7L`XXU z%pcWBb3^}h9vnC#cR|fUi1@*orQ=eXm;Sm49&QVZrEM zv~I`7cjgvgj2?|-|sBT zKofC>@%^;l>fd}x1$c>Gp^HMsuR5z(%iA`iCO4et=eTvQPmemU=%Xl=WUCny(>1hn zLqp6q=!z_soERl5PhR%Dk&6kg@k*R7y~|S53BjuxQQB%}yVaZ)2AxRDQmE}9CR_2@ z96l;Lm6S2iXHW4SKV2WvC-9Sgkg@a35!Q2 z2rlDEi)Rw!=fX5DMqV~PHI?108o3J=qvNvG<&Jy&nmTCcLEx?ZtgG9~mg?_QtG7F3{v zLTNP1-Vu9zjx^jK>hx}$%b`V)OT((JS2cU%`61f#P<#2Rex*L%P^!PHiT^)*y>(QZ zU6kmJyO!dT0xeqHy+vEJlop2|#ogT{6fMQQNTC#W2@o8LQ``v@x1b?Nxb&U--aFsS z-0z>PWMw^e&VKgU^4n*3R+RwIl~&p*jQzZLp3>mmwQA;3z~*1K3)~+H_+uO{Rx=P~ zd;9i5)of8@wkA>3S1H@}{?M9|8RCMLb!yTqOfw7nT~OCUkW*mjAe@(Ug*a<_`%qAzEH%nceK_YJdkI2tVblvx7E@eIBidU1>@Mz`I$=Gg#$=oV zmVxaSqUPF=(zIH<=u|ckGSZcFelMWfW`kQUPHVDvQEE63cI%bbr2|z_r*>b|ow&Tr zM#tCAVXluhNbMf8X`@YA+fB&=|FR!2L z&1icOGMV%TS19?JyalA+MC|?DC7p*p^>3qq5xdNqJ6W21p=PEn@42Dh8tao6TR2B` z%Jmy(45*_*+>?`&%S{ywPWd|erDhaNCpwsf-e+nHp;&J++iz2zcX>KxAs%83PdfP&FRYW=vJC=cY zbyFf3J6l)?DUF52orQ8@)RHYDv0gd+&B?yld0EUDUKU|b=Y&KCYkY1bagW4>Q9zMhi2(l_j>UevW(dh0tbQL?!RS$Ug30cFx+#_FC_ zLVal=D~SkSONogqf81XBXTri7ZdOyW*nYar=dnzpYHya>f#rLC$)8)sS%{pvp?m82 z9y+AMYPMW(zn~(I{z${?cG>q=frp}dX*lPv)CAnuMfWwj}^%Wox zeGfdJVA5TBdOL&bip~5*GncDA-op~2rdve9e|hbA%#;vD??eGwg4z`M4q`fQ#O1KK z+;GVwHdmW|=B4y4Z)N|C8;t1ac5tDrPU^h#HjoHX5W8qjx?H8)uJ!asE^e(gQxAAB zO7Dvx?@2h4u8pVoErjdt&Np4=x(h%fD#pT6io;(;98#WT`)wzyaR#O=EKJr8CJ%^? z#h4{1<;I1FQ~$NDPbEw@3m_!zR$I4?B@#b8hQmiZ@A*DG+SX@dmkOeW+EPl+`B(bf z(-f

$AS~^FW06^)j_tO36Wf#w^QoR(5fv<@JngjS8D;sYDx$U$}Ysp3< z1#!(QV@Gm-R`gDmR_hR#EV6*D8d_8(zHYL*^k}O5MCmKFqdx3F&||Ie*_~xGf)bAYU*q+?zuDLa>_m7-zc%c*PIjM<&P>kmEk zvjBM45P9|O`k;Kqnkgv)xtPx-c)ZKNZnxMNz{xzgx<8`Ucr~6cKij`voW`rt16|)d zmbk+cw4imr4k^DFIr@VNe0iUCaI8P5xh=QJ%De7tt8aJ2-lLKQ56enWmu82VC9ZGo ze7g&$$-LOaxQOER7{IzT&*`!|+wr;LM;Zb`Yt|CqFsOdPeyjJaJ#4@>S!Ix&t){{p zv-}l@F35YyO5)Jl8+RC2PNt(O8e(2ny!8a1Sl-?*E1asg+Z@|>51@pCGW5#oo^+&9 zRooXz%iMG`?9ueHoKcTw2Uepw^;3T!`*T#_%v({K(B!H(SxM zXLKd^<`C`s4o(pp<S8k2%UpD}^>z7)BK=Lca~;gQ-^%-7Dy6vzY!q$4uZN+z!f$DPS1_`qkLN zsX?WX*f#-gfmmg_re$WF^$KuJ$JX=1QBDZ`P!oZCkMN>*Xm*4Icji91sDIk->-f!+!}LuGaO7)UZ+WBOo~`3ak68#(&V*B~D5fEt1o zmollUe871w>cZ+YmFJP39V^@Kfl*0j)}Ea{g5scWlLw3~F~Wp=glKT>Q@MIg@ec}g z8J?&=`-s;L%$5hyWB39cAt>kRajS6Nc2EkQHgsvMFrDl$s9l8_s{m+AjPJr-&gg4W z#@?ll3gy|3!tnb)DgtQ*1ZMpg1iTF^hpGk5Qzq&7U8|a){~zq<>E*k1M&Dqn67rc= zG$SZEZlZy|Pk4qRPz%O``CFz?XqvDv`iVw(@jrOP^2SELQhY7{;UfP}!$r!T(eS<@DKu~PJ^1+tR_C=j=Dqsis|o93}2gK(Pl@lNDU z{?DVG?x$U1L{wS#{0AH1Iozaqa4fzRdDHzqklc_GaiYJf`EtmOXm^evWb3rN^*snP z`&84|4kx9$A9@@L%qE?=z*;1z^@I=@u_T^<62+7On?j2+47<+htwWXPwP~r7+8<}~T0FvPX!O8J$QmTg3kUOnHX~gtg2+R7`c>RBzH%YEKA6_8~Bh)*>vWcVrTmOdfRQymAxt-tRQIDE&4zngva0&5`mD^9L-j0=?SAOOJ#Dn-yH-ZE-2(F<-fPP1~@qvgsx2K$aquOfT4-42AG(LfAp zLw0m${(NQaXj8qA+=Se}%Ua@9)(QMx9UEbt_hCSRNi5*oQN7i&;a{(Y;&3HZhqel; zmc6uf$gY0ahKqu3tu)LJ`j|qOO{6+Ed#hQ*1OTph^n?8e;wB+W-9Bm~m3VuL07l@b zeXyELrIsA`VLhZy_MZz)10BhiH>>n{W(@)$Ot>T!r)kXwBNVfkH5L~vLBH@MbEyqR z2|8y7HmpbDbZ&>9gnv6^DA-VSs8((Ug`%eQZFn`P5^{y`vi+qWVM=Z6XeccNp!c0w z#V+GXRb^9gOjx^&bdx=}kkPkvaioh?(mOH{^rM$(|wLJqG-+~`TxAn%{ zFH=vG=nJVWL+Dqve1R)tBl9_xN2yK~Z;um~r%b;14bQPfb6(!kt3UmL@@2#RFTM-V zqtnsQJ^#d%hkZD;tXj5n&h)iJ3KH7tdh!*L%=geh>It9=@uf`cQ}eqO5ib zXPTNSb0=7*QNor?`B@k7J`+|xzwd@97b(?6v!FqRm;gmh)8icM@Lz3*nh@nmV-vn3 zh7vCLXGC)+@9%jFIpmg~zi84K=1%ONPM~t9Gx&(D;grK`e@4T0)1QswAFPxB_siML ze_j7=8q0tF``^S46LXOr6)FqY`+3D^=X`FWm^RHym^DNy3o+a5DluR+Uf|{IjM_nf z8Jl-$bss;dmndpFup3p=(=B3ve{M`IV^Zh`zncBq$Sh7uYP~t?bB?Kjy`KF z9g_&RD;J8!?PKs$G4<1(pVRvFg2o6A;_*cBeG{lP2V%Tr(G`9JN0BEWgUYl`S`xt+5V)7#`smb}Y@ zbz61EbuNp655(g>Rj3K(+7%QebK{f!a@FzprU%Xyt0lP_w(#Sx7guF8&sHnqy&pcv zh-+j&9-C~ID+Bv^CDTs5BAW6A`xbgwYgk55loCs-iDm48dU98HF$qB}OX-_hPh^+s zgqE^5_p>)=!*?JFezmF}Pbf_iR6r$@lSK3F5!k-+pOYcO$qPkoSdVH#0l3dq;rl3U zw)lesi|!U`n~i^*?F}#slJ`+tM`)3JUa14uVsiU-(Sg)|z`@-gUe~!z(L1*6-p8Sh z*LuF~uCIG3-a)2xtorJ@G|i1$&K1}VZe%G_KLhZ#88%Ig{TW)<4zRo(-}8QWw_I??^>5r za$A1bvSb1@~77ZV#>Ko_mjW1lVdao%pB?DkJ$+edIn*ZW7s$5xZ{BC=`!!c^N34w<< z+vAhF_&3p9r`axPkD)QRoLM73+r%r*i)9Du+zRu_l|LQK?0Jbu#=c5bfF9)*)+>st z9!%&~Om$l%n5QaY_~<5QbiHPCK#)Cjwed@`t%~-~&b^He!XkL!7!Cbp_1kYx*0%_X zIsr2UUp6P=kw@zouR}c}b>jItey9KFPUP(4=xs0zFt6-yz zoltgT1d}u+Zx1WaSGnU1Rnyoo@A_Bn00d1c#e*j$Z-&!~mux!#U;9l~^Y)#07m9FC zOFc$`0BNw{`My_&ipk0I>+(*zHaUs5 zHVRew;YVbo!otgC)Tm~5!r4X(h9#Ab{j5M;F=Zv)%upf3?vv)ks%6S;2Zn>J-~8s! z`w`90zetSwp(q-Kj94wNQOuTdo^?)mJX$bP&kZ8&my?G~{z#sS`jtMExsV@SRM`aM znM%PODCzlt+j*;E1<+db1H4!ABR!>PSVbe+WtG}(eCW(oW!r+v>wcW2Xs>)Op)rMM za{7Aq;OBFbM9oQ)4sa5sF~w=gq3!(pd#s9~X`1JxvH{yjm6h-e2@sO}w`G+9MqGQa zsP%5Oy4L+_X&`f})}NL*8AIY$yYjR+r88i{)80qk$De{b{Ro=z4i!V+PbSltZ9wyc zj0UO>)OL8_Nu$T(8EVH^y+Q4Y4VlrCMWs;ux#4Te&f!t3U+v)i!Bi5-^z+*EbLkYv ziKK09_JPYs!F1=#Cp8pHm)Ph1y|)>v%{!urG^}i#U5%*04>--ARLM+fK_T16Xn$Iy z5XR^Wor$bL7sXEnLUh&J%C$0D6nq}`7>+j_ZIz%|b(Fb=uZiGNxUNDWtYKHE+MsN1 z2QwF+TAc^DUJN0K)o!uF6&Kn(HR3*Bh;cu#vRX|~X-Fx%qD-9IJ z{h3qOc*4}-P7#7pSUb>s+3aO9_+t2AYZXPF1UkZ&nmgDE$D`F)>(q1wSnb==AI=1L zKN#Y*Guql_kDyemXM3U- z`Amm5~OmXO&X7gq*htBt%)d5Qb_siu~{7s5pkqnc?ijIq-ypKn& zte4!^MWuBJr(MI;o}8*iV%L)i)+gd%8Kpa)#KN0L*V^+6XF5dR6ofgdNvr1Eki=hKmrwMU;LBx(lgXPBZOjVsntrI&i%KQ9 z`{{zqssiT=v5whC*?BHD*A&)KrN zOSqcAFpmv|#XCjM^VVC55LzDKlT_l;AHlJ1Nk1|17 z`@V2c>YL?>DmOu1ZL~X-$(jxFjyAVAmu=bMhCCI`s;st}2kfh4GBhq%@(U+EIh4Ae zCKI|d@NmXQ04y!UVr1HMKja=VaA*5W0E>ZyQ+P7Ai$33$^PSs%-{0+JlOxLvO$Tr? zzuEhZo$g-YHl3Iaw$3v41vDmsk1xCwe?xJE*bN6VvqV z&W^XS>KR*M`A0YJ5&p{wUxOUhr}2~hpLCbyoJ6}nebS18MyQ$(=1xjZOca+#`KQB@ z2yxNLY?rocCg<&h5olIHV{{e!3*ZOA_MUK+3@zJP^+&;q*1IapdfpuO?L3f7v(M@{ z%icCgSWWEO^`&tIk%a~Gy~bTYyFtRwe+3%L@YjFhQeSgnNEB!dNevC&&u#p+b!V-c z-0XRpue)%A5Z`tk>C*0#3y0Sz!T)|%h?QZr=m4j6GY!|L$mz82p2gNAl$y_;0W4%> zW_&P~D{Ad=_JOzM2o-pRe(umlNbjLLUGX9NB1Ow(cl&+QRb!XpO35{~#azm&J0&C& zCGDC&C(QR9=W+1~;NjO2tHts)%PAuBx=v;=(WAPSu9x6=g}a~@pSzMSn)wLpru zYZQF?rfXW*Lwj;1&qZq{;?B%gF|D}Laue@gDZgVhFCJbBv|N6RI#2|bn~u|8X_w$< zWhh%2^Yu|kT~*MjAd!^#Id@T2C29T;+Ryjgez5{z`LuVB%Xkco*aP(}sR9p2U3b^z zz-kLY&l5B_D}ciW3hpo!V3%MXf^MI)cP5POZx<{`DZ{h#c!&Q}DoH{8NC{G5dgWxW3;q9EpzDf0iPxc-mB zgZh8Uhd=%lNi-Fi7VJbiHSi}|gmh-58Ir$P4%!xRto_X}Hd^k*a8O zZTlQApL{-GV@o|4Z0V zV^JZhPzd1)J5mvl3V*Vh8abokgz{r4dWCx9V|UqinOxwrQb?M8v_#uxVa43j8wcGaJ}FDl5NzYewaLe_n1q zGQABRpCNW+&mfvezBm1JqVIqAp$71*m}3wg9+!ww0s(|^FIxCCX9^S#T%^vn8C4}6 z^;S#2k{ueA(z^>Z$bgHJ(7mvppFtAO`l`o~_G8n~W%%jEtlN+GdQ4+dO~uc*f@MAi z#qdXZSvR#NSB4g$npO`Ibn|(vd#sR^evtA;5u(jRAN)>PRHNaxuE-tVRTo zbUwq+TRo2pYG;=tOBUf0$7u_;acqQcYI3yTf9jcyiyeyz0>& zIjv3bUeT0#b$NLX*vFt(K`_^kr<}~J{=fP77 zql@JM=%HoRJX*QL!|?_S18_@(mmKRAuTq^@FhXEkK5mDj*G8GikS4o;`x58?-VrB5 zZ9g>hgXYcDk|z64&I}oRqZJRl+HI|u4Q(7Tw|`?NM?$??0*R)mN}kuk2UF(=cr)%@ zHNfuDW|aUJYj9>(4m|af5AGq`IQZMNfb~ol?w)WTTUk*`p@;YTiRl}GCT~4X*@lR{ z&9oV2lWdz3t*nOUL(Ou4npY2|kL$73*V;4t_A`5rD_PY{$iDaUG)WU9yt8z)dM$tW zdz3HSx}2F>IEiQb;|! zDFp+?DU;2s{@x$3_7Lg@SGkhTp&H?%oAoX3@$UF_OIwYG$&#IRvA69HriNzK_s#`O zEqIQA{cm_AmU12DGkoV2_vw93bL`*vJ)-9Dp7A`&kHe&La8bom)J7-84z$0EMW}*p zMk~BF8Z{sR+0UaB`lPJVS=N2`I(w9-7E$hRMQ^q2J-3^XdA!mXj!5HY2YG6Eh03-u zm<`h<6DuY*^q$loBV8fe5b`u*(~RN%lOXw=*mmz1UOaX^@T^%QI*0cjFJOWoPKQOQ z@>SE*mkZrD*Z#ZveL(ezI%GAZ+L@`?;Q9j_7YjAS6{NV>r{%8^Cm&0sUb8=2i#qAR zN_9$8#WlS_qT_5NHyV5x%eZyiW`M~?Yfq07=kVd%apZF}-A+B{%eW2>dAZ;RG7)@7 zm0cNnDnR5LRdib+2~&t3LS@hoWNiAb`|pCcklPK%_1fN_z$u4)X!j1mepb1XWOZ8i zKOGP3JV1ZIx)tPo8=}(;^TV-~V0#~^u{1E-{=@4ImvE_6@ahLU8qJlkXhiDo1tW*0 z?(!WQH8TXXiZhNpNBI%SUx@r#DX3(Q5~RARcHMhV80i1FCNCLxsWQuylj@!5wh7!( z7Vf!oJ9_dN1Oc+>lJV$DLI@Y|1~%sJ6lXl-Piwl&hazpZ_u4Wk+;cLmT+r#wBd zIn2^9o*y67G2jOF1(H3NkN574|#@^3oWl&{hz)Z;Ac zWkf4YJ`0?vhc}i@TpIM5qQ*}-gJ&X|;-Ebk*>fclQr9QXCX&X`O;rB{e<*va9rq}D>C=Xu6a1(yD*w{R zfB)I#;#j)y5n{73Fg=7+sbUHmdEaRh;Y8G{;_kssKnQqpX1BdDZ*{9Z_id6NGB;dgArt&fiW zEgoE09t2{D6xJi5^+~e#v zxLm37WT-rK|CKIT`&iDDMkGCZkyWbe4Zi`;3~?&Rak$D>&`dkmS7?q5$&gfjVAI2W zLTd?ixS-xkqpg4GtLdLQtvP9YKw*0&$R8p0CFELPZFkYaR-n&JVE!B04U&sah|O#3 zPph?vc?V%JL?rMyn0~P}>U2+h{8E~vbcQ@rsb$oq)6M<3_^J%jBBDUjxdAZ}pDeu$ z0O=}+?EHqYs08`LbXr-=YoGhAqy1k~*pvs<#^TnM7-c(ZLzun#r=G-IUz+0HXGREX zhK7IHwiPNPmG`VW%883s+Oq$!@zo(|`ihJ+8*inS)l30#{T^rTL~ie1{mgY^%#a0c zJL@KkKpY9J{r-1#?n%}xx@>ze&m&>|=QIyAbo5CyjL6xYaOibz$XQOfl=7Pei9rP88oxDbgKSREF$_)Fe(~!9Swe2A%q-NBa zEpj(DeSdOrH^OIiji}{9*w*WCm`^fq(4W{cNzc7$?>@no>>&EE?;Dtp_S7OA#GFmy zi6atLBBLTlY^h%m%P&@7ej(jwc4Pp{tSd${V*(U#Nmd_Z-gyU~<25OMW*M#;sI-eo zio*;Z5vA)Ttni{(4Ybk8NhL*42Zy^Nxh#THk8AkAnJ%LmpH&f?6BZcUosWbd`o+jaWa?k(VZz-G z5u*W9<#G99q;UCwqixAnwO7WuC?l*qFN(t(fCt4kL&kr(GsuDIS4)|wAJMOsG#50z zNdNv$rx1VHToTJ8`A2~T+U+m+o8TXg#jKfE@^~1kr6NJMqEe3U=B!eED?3XTNCpK{ zdB$a1gFc!ai3z8F_qYv%mOjfqn&#o5U5W?oVDHxnEX2Gk_*kh%Np~?{RHH$aRDbrc5`MTO2eNaW;tMEvMdqE$)NTH|5Rb!%R+2P^+u* zg28hPM>{~HMWNw$l!EY#S5`E{h*V=!?k+9@J|Z`2TgXJi`N$J*mjJvuJ%w*bUMtQ> zfayQVOma|(m*!v>)Co+uA$y8)>*UHIHN&SKpLX@0dCM__PFU16u9a131&54y$?!t6yQ277PE zFKlZ|(M}N<+hAN~cXq|$pG)bnl~VU(LnJFlHRi*>d2UV-j88dNaBN|-g|Ss)p&6qG11nF_|1lGy-t;u8j1lmCDQ&nvWSv876wn`eE0;v8PjGZm%duvhsVO zs9=8VeEyhusZ4=XsZ?39%Tbb}Q0iOI#u*vHZC0G}$#c@=bd%ezN=dIo3+^#|&bNfX=Xe&xi zr!bf`m zgUFtn(iz~)Jirp_d`mp)Q|^nVG4JuO&5g!%YF_3&T;hX6$esg!i;;T)&H(Y)dZfJb z%`-#cxX+Xr2iL+9I|l=igS-K~Cw*lw)i4l~n^BV`QngtPzuemrS5MprinIjxmTCy` zv^*u$bL(iEwc3?gdB4^Q&&SZWEY8jegVbH7(Js&;)TVryqAX8eb;9#%9{7b?g2*2C zhwI6jNKl9fHT**jW$?nIdB{)^2k2ReL{Q2N|e%4UnD$fp%DrPM8v&`_;fbGA`M4TxF_YN#@wBUI+Wq=duD-XzFK zD)Bn_U<~jM2urKUvxji6x}CL@;qrJLiX7|v!9vvJsa(ERMY;qWmABsH9omu83-+fL z3}RQmg~V@q1g*kiXv)FQQqm8Dt-s&p;`4>GIIh*7e`fl~6BOV)jFxYXmvV(U>{$!_ zMvO0zC9vA=mB!7W^sm+qw5D_SYH?!|MEc`E3WA4lS%$)21$Lv7)8TejSu1cl!ta=( zzviEJpFlh4bCT$8vV5(UniA2A+gOj|+m~CUhVWH!##jqcIeR2HoA^yk`bRwlDWM^| z_r&-mc}S$&!7Ld#?Hz&VkupoCy1kB{=6W}IEehW-u4yyR$G?R2;cV}0HNPsJ-8srM znt?L%N3;xWS8?hb#&zX1KvdtkhQvP%k!B8}817@yrb@Z}mS=|;otF=?E|fZ$ z?=zPw0fgencLs~4hBrP-&}|%hVwQo13}faEU7r2#Sa=Z)EY(ad5|_C-4Q|;W^N~0O zf)DbSG$iVqZ&!W?X!S*<{2-&%?^)gSKdyub{KZ!cQZ3-S?=Vg)<&D1O>8^%6?iuPE z5R4fQkd&6=epUZA^&ZgYg7y<_)LMAw~umWf+-aU zM3i676rq0)_0fS`du{6t4xq^Fi2hjG=qi2?$E1vVt4MJ|ai6i&vsx`6^S0Atk&U?f zVWylYpUz3zc3JC0O-g=ogr$C>)e@rT{WfWnaClD_Yn3l^X zi(tl7NtrJz4K3d(5<2tEF-}IvHtcZb8sJ&dvD?UOK1f<@m-*>24>vY$h@{>aS5TQ4 zPmr(smn$528;yFz810>%^ODSd5Kkfso{E)U&t^r$`f^WB3lir|;N4{RT!JjhgAjrl zeOX;lO@0s}1r&Us`h}1_vhz4C4Z@fvTnq}NEAiD&Pk~Ij$i=Tk)>MrpH+g1fZ`#7r z+spf}+t@~~KOM$%!xmNetUy*b=9x$v?>k9ed%YW6)`MAr83X=s|7&d@cc9JAUuXt> zH%1@K*&IuoYo55)GenW}N%r$)?m=1Ud>(f+r&*>4^)ONzP=J6MF3!ud504+{^nut# z)#YLj;AT|=zhJg1P|9*u?K!m*shqC|%hpy?>O)l$YC}FX&nI9LIhUL-fwY^BL!T@i zF21>upUAB%zMw-34>tg9qPd&whZ)k-D)6Zvx?05&S8jgj+#X1vp+wDXMzA?gcD`x- zG($l5eSlFCYoBgq5M^NhyiY)%kebaM7m9G?#RvZuur-2WSKDZd16o+Z)@R!B>wh%VBh^RKByH!WFTv&*SB4YsdcW~0+<+nx*HYS86K)jvQx&c}z z3L&}o?_7iyU#8CMrI4Kg7@?yiHLO_sW@+7AhaL4_YNn;mEgXI{xYx6s zT(s6webN#sJd&pc(VtYn*gxhtbF5H3TbP&kgfblAVC2uHARd?t2zCKpd$33%ikE!J ziOyaP@W&|A_I5?EJSa876DmxUabyG7kL6npTzwz18Wu7Lt(HNaaBcJ=39%7(u&cqh zh)__RP`j&=;w{x}gejX{vNL>gD;lWqS#!a6R7}vsM0|a+m4B|8H6jnIVS|(c#CU5$ zp5()z@s_jD;^|S7$$B6lV=GmJR6Mn`dBGd|5|H5(O+TOcnVq}Vhu?lE zI(}7dSb%))1=AN5XR7J>dFdw)&NU81V|V+RL!kA$;!HmARihgqYlO6!QTqpC#%D?> z+51>Fv9Ns|PeuOZsTeGC{Y^|=nl!u5XH!oweyMTu-G~lRaM)JNRH&S$#Ph2zgQ6w* z&t>p{W5zTA87Tp8-puqmSc~Ty3R6)EQWDFLb2Ea+Z>+M@tKOFkw0@l@Hc0cR&zaL! z9W)@9!HpVp4-I)Y6z*9)LVs$h>qDaGeS?cFgVw-}N!8-?g)?#(0&;!2q`$~`7q0yP zzfiR95UdAYn6IV5B48MgTb%Zpqdq*IAYN=W6vnUKi6e0rrNuBbCABC(u}m3rmtB;j ztyz0hYl=91j1IzlmJzsOg!c_Sl<3kCnNT}C+a$W-2unG_MpF0nl!~sEZM1W&md=EK zQz+Djz8+xO4lf8YK^4wtbY_+9zhS#nysCALnIR0L3>j@pq&33PjS&2o`}Ias`to)M zq?MP_X4$M0gn8kp(01t6Sc(snYM{Ip3Hv7m&UV0vV#A4A(H>@W+ z7w?Zd^ai)rhFbVY)O{(ZwN2(jd`{(F+jv#JP|}r;uwQiC(QO)^Dwe8fReG7;DbxG4!^~X)yLs4Q zC2Um;6vPmkX}1_^G{747MftRX?eh8aLR!+_tgTT=tIgVzFhecU^Ul1i^Oy3866ld| zxTwStF&Lu#2b1D}k5ivj)P^>(xIftHluF6kVg2rdDreDEAaE#=;dM>>W=nqLXjCl2 zU|w}S<*OZyqWWSZ?%f7R`T$AuB2W~^RmFwZhsa!fV(FNk9axqVKCNPF7SiBO{+7SFLpQpca*ToX(>YpfGz7+dGCR;YD)$5imhyO#wfH zOrn4G_L(0A;Wsfrb7*QzjkSIW(vol8kN1r(;se@k1aGu90^RdF$grjMKK9kdhi)Jr z`NE0oH6Xrm_lPlW_A5&#j0(IE&Q0>~-#|W?-PN%GzF-<7m3VUVhER(GTWmUrN7wa` zsi%=C?QPs3IBy#v+o~U`KG$(I>-8>Q)N-|Wpa}p!C{i9iGCq>vXKZ~Ik55wlHtp{| zrx>q0J~Bwy02sQcbSk=OxoP7o!FW3FI~eCUfSH9v(84fQyRg1LnR8e}());MCntWH zC0chTa0z%fgW3lwD2RD{@GNEgl=eicvO&>Xd-`YH_P&6lYJ}?8Mjd-AK`N2>TPhQN z;ei3@y?BoLkJ`=9yw(Xx-qlE0DcFNJRf@?&Oo4eg>+@g6J)XEca5XIpm~O8DlYCz8 zue4B-uN_}NhHpQ{;9Q!Mtec^cg5#n#fPLnO(t-S`2%blwUAp;h7z<*j&8FoSAV zHjpAel)aiPJKB$yC6ww?1}9`&S0=#(zEl2Ro?unQ5FniJ?!oz~Q-MQO&9*1>HDDV_ zj??%&$ySy@1|nI|_ut$aNZs}6uIFAh?WU}7{$Qn4GB>BuC8D8&7Z?S1&RhQ-k_$zM zxm)qwFIaCL*#Iq@cK6DXjkVvd;PqigP2trZh2IeMv{8oOjHl<91c#O{xRZ0gBNSv% z@j&vCT1g)~faT5K&|&0JA+P+$g$qfn`>zNs?#KTf?}(zz1w!zQ8+a{V;ioaV!0AR_A0}X;pBDwR6gny%m}kM5RK?Va{{~I@-@icd*(jhVKy|UlLjx>?(&spR6R)HZPMy71_JB z8zx^#=P}O44|yNOlJXUVI9%4tvd(_ly~AjG>-Z_X9VQey+V&Mu=$C_JyWrnSY|sqH z-@f$y7SD~Jw+0*F30VB3J|H>>BN$euPa%Bs>@=|VhEruwZ+FLm7cyeMU+}SRIosh- zb~UoeI3RWj*`euzms~h%$XC|=(?Z*N9SPMQl_ttF^e}m*9UA6EWOCu%|0Sy>m)8j<&$&u zrxOZ@*&(Aq0*Vm$`6^dc1IwQp(wMemV+fKZtb-B^u8mnVd~_+kpZfaZh%l6d)}LjO zF;-yB%MNXs!f^oZuN7CJ>S4oi1da?I-R(t%g)bh-;ln|j?v&t7n^$8H(X$XMUkmGR z#0=P-no}F@d?M>4C|v9yC^(@Po);GY7m2`i$2<$a^9*d#v5t2$5+O&Nl2S#M86tPwhCp)0M#R03R*U2S0d+)p+p2`k4v|JX438@tiFe)&vZ&10 zztTF88Mv%?@k_=}D%0LoLfz7Pko-tLc1}8;he;ANfQ%_$G~uh7j)gGY8awgB_Is19 z$mwlcM|G7pJA|p4zKe+^`4YFA1NHj7)_|@TY5_37jrd0H#$d8tvNQvNs<=`R%yQf$ z5G5oC3!0>FGegHPXG?=;6+)Ej3^t~i@TJoHEp|Ko!2AIZ-1S+KH+-myR-}uw^*c-6 z*Dd65;dOHzqdT-4cRQ~0e@~Wk^Yd&$8@kXh&1mS8=|w> z2as?YBA4kGOg~e&U4jNqMgjI&qR1S}<5xK+4LA-tZl{j=Rq=G7dl}#tIFHge0LMr( zFvG5@t~$}W8F7Pala|-`go^C8mmVEmfuBQWYZ-hAl!CUVNLQK(JAh4)0G|n-d=u-Y zI?J!5To8d6YvHqUNNU~teFW5;jV2EAn<1r3F;p@iNotfvceG(Kx_oE80M)e9@lTBU z%R#lS8&>`uUL?oj0oe%VW)oetOp zY^_%$_hmXHd|&O~XntIN1L?TfUam;}Q zx*EPLKwDFZ;53!~K5bd0XYPGx`Q97w?9RAhoki^ZOw>5?4dDxxJwbK_TmIF~2Ay&B zoKO&=Sx&Rc%o{O$6wnBfHUeK-li-_SRDxGU=L7OyJ2t5zP@}{{GfJU-^fqAMx5HIJ zyC;huX0@6(d5UHF-UPgn(!OeaIAA$@`g*bSioCpvo)kWc#+35|o8kJa={AHjXqRc; zAeo`KacOACG|UqB8N!gUL`(0*O??d~+!HOKfXj6wA=f7Vfi0zNo{Ynx+s@cRMfe7? zcqZn%#0$>sv?Hf})iPBrmJO7{+l$4Pp%9q(cn?7s!{0~M>dtLrwm`Z7`l*uZt7>UU zo9IKO@wIyf4*xz865Tf^`R_g_`OBQB87g_=d*)t@D~R8khaDM;=?N|hiA+_L6;Ru6 z2ZzUKRmvZqElmbZPY^FGW!X_`o50byF6Dr745+kYJy6;6()%pg7kVK>Z*KQO@v-KwCGV)2`0*646)i`|wQcoWn!L zem|=6h9YE@w!klvPc!l%39b;aUh9+L2d0|Mb=y0~xP}I2PyIUhn8EIy(e9Jv)%yI_ zay3}fqxSQ(bh(h+;Q6il_iXjw8s1XV3_#Jxo~XnnCBzU~;`kUKnnMgI%eYrx%{RoH zBc}g1ukB-1({A!pD@z$$JCcFl=6Z%sPEwKJ#DfD1!R$t_XM{;A5tXlYwW>E)0}u}* zH@uws*BFuSP#6wy`1%XJp*W&!$^qG`GMh{y12K`9{W+9X6l5SoNw0okb)3lX8|-bh zm6KjArWIEa^=F~x9+HM~#3-3Gb(UrPn_tzC>*4Zz8+1lSuJ77Jb96 z!=q0HzHO?vlZhF8Yhd@3=4bnv4)X<#6OQ9X0U3$VcIFPv-8B6csQVGlXIe;MzjUA? z4rB3(Pjrv#yytL;NW{`?&%mXRXILIHf5gni)%=OaKCTFzS^zk~qjn zB^&2yghXnzD|%<-bK8_QOO+wx<{+}~2XH-~u`cdoV@bmZ_S@aL8hg8gcV3f=S3gA9 zi*Y7u{Zlh8ALl3d^2H31Ezo#v*%0--;5kLYtISpPh>nx}bIlSmorkG&x0JJsgiv7c zxVR=}=C?^d(Q3Dxu%y{qy_%yT`a%;fR<<(V3L}UQR$J|NN!NRs9|iyIG0sA@&Nd1# zCWj~uWaMTNzD#18HyvR%kyc%whMz@yAki^=nO2$W2Qsqh;s$e&Is36zF1O-vYR!?Z zcm{9?1QZQ^5vjWowZBGkMW?6YJ*I^Av_fD+V@=L=}EHaXCcQY>OjBW zw?V@!{0Bvzqv#kLd0c61bu_Z_M>MK{BzfIFTFSP77gHI$@l*IbA5WaUUbO!m z^X7~L*{11syQ@4bU>NKb%rI_&?mj*vxX_;JU$o2=S@FJ9=5xdeP1GX-j?r~e|D_PV zLy0RfV`tU!rQ2%NP85N?$3|arwUxc5Y$eZeX3vel>{3j&&N840G8|yae+BtR13C-d zj6T6BA)8xAwS1{thbDa5zKW}eu>|eaLX5H(!K&r{|xStS6m&plNk9n1q$AL3H)NR@EbleUtMTBe}IhG zBr9_qzc>On#K{N?2b_2~pFvzW{2UL$WS> zEF|RWVWn{zsGtg$RYa~&gQ63Pgr=Zo2Tm2Rvx!QD z50l-bt!BPNq1}Wq*9KQzZh=nM3%Hz$gg&$KVI2@5C+;AdHB0_7>xh_Igs%mD)!)vh ztbEF%QmX@-Nyb*b?lafHFl0EroW@La)@N@#m#9nU_K@|r##o-n z70;=GjG%19l_QSYd*)WVDc@~$GIY%RuI;Z~?{f~Tot}_%Z>H5aau2%l6v)sC*<{sC zQ?)a~cNAI+&?~&DO2N#p6i8h4dwMX@teQ4g0^SbD>2G=)a07`2yl7M(Xx~A=fT`t# zu&5Z%`6oX|taRBHR7YDi>HR%nquCv|^+%ND`?U^(zTBrnEAB8oUOzP$Z~uT$+;P=C z=V##+^CI5R(rOoCOX})utcpDOlW}U}sji=K`Wu97h;2O;A~R&vpQge9nnq zViZp7woKpD&zv;Xf&*jZSXaEtnRc(`Hc=ZVRz&CfaFjeQ_oYzBk4AlM8yef<%dFVq zW6$`mGVQ30y6LPq=;#ZEFWx?6^2ior)7 z_gmQ5yX%=4l@sZ2hO6xTUgr_R#{V{G229LM_UZ|qt{4}=)FU7p$o+86Qn*qyFIKQ$ zb(sa4xEnMy<{{Po#7-dUBKm6Tj0BPJ_i6W!kdV@wTPett5W%wXwN4Y3pZTqX+N1ud zK*B6PomhMK+lJLhh8~+H_&mMd_B2*?;3Pte;&HbQ!EfkzJ0sg9{tPG8wlh zf8Q1GcP;Zj!ASYoqp~3^f3uZM7yex$b~dW?9F*tRnG`Kx^?t>=NC6~4hrtJzu1d9- z*^Ef@lq$jeF488|B-@&RrDFo{zimsKX6D~Xd ztPf1+@b(vBZP4G8qtx%S)+yv9KLpQN;(K~?8TNYdxZ^Y4H&<=w1ynhe+V!fi8;W>i z>01)vCE}hb#>f|pX;l`AHKDs!#NgeHSFts~8DW1l1RFCrv9fRMfl4Npnct?61#VhT z@f-CeLA*dF3gdZDr_wXT!wbF4kUDRJP*_;ap=DnCr;eT+`nKzYGsClfG=EsjX>2r~ zwa|ID;HPR0)BNz|v+NOae2s|{GRMk#KY9XXgx`d(E%M9g(DL1`khTHsA^;CupIeS~f>vo*D}og43c zW({(|_&%d3Su3{es#+K_S3BswmPj*oI-;B7d?#h5UsL-Oxl3424llyI@O|evSa)?8 z^mN{EeWC`5Nb&mnhRv~`-ng)hPlP5UxOg%z;&ip=Fb+)(*Wu~t`9zF!*$P(L>3;49 z7@wFd95j7uaCK=StgS4)Qx~VS9zQeBq6l ztl^_ObPdS~SdW<7`A>KlZ6o)^UDG&`YqJ5}PaBktYDo?c({FFw96nQ14z(E$NI$<( zC47QyIasP9rPF3!8&G4r0d>Vd8&70la%wW>iI16of$jw&0fA25W z^e2=vl{|H`LE+T<2AErO`TII`Kxti%Y`6P&{G}KwqcJ2w?WLWLker@5>ZrJ|-P#jx zx+>mMTqYt2nV>=PU-V(A8?CSWDlQj3GmdNfe~>L)MOU{3MlU)%FCOClw5jcw-3b5Q z5ZS_aJy*UD>6VSQYuze^C5=tEsx2GIR=XZBKhL-zOk@4Vsv4O*9CO;ePxW|E3yhWm zKp?u`Y9=4QXiD8}!JWuWAFKjvTKF=ffw|(w`kb+CK`}X{J#)4>lXo&?ABRTE(6ktjgf0+bzW3 z}H%UIA2wWP)OZ#lK){)CVZlNIm@N*&&N33 zZ2P9&$ZFbsGqw18=2DK-m0{?V7_q(#5Cv`R&i=a`2#JPGV0#3T=^=?QEQVbb$^u~ z8xxfY@R}WKzJdXYi4w+*8wA{wm9` zcNMeOcJ?CrX9U}l|Eh!b{C$dtt^Uzx72O}^x$;jcw-3bgEDRl4gFvpmwz9Hhle}J3 zlq(z8SC0kUq0ID22O(Y6JNur>jZ~XRu=;RC@YQ0_P!Rgon=3E;*g!68lj+(f>0Da! zpoR|0>P)@qtFL8GpksCMw3&u34WQ-$SUl4kxqxw=E{U)cEps}v~G zjd*bmozzqvD|0CF?%KZ#LYtm=O4BC2j@dicpLGIkP~m%5CUSJBxsbUt>`M`~cf`g$ zLuN@R%l+CjZ=cH+%mq{OB;W-(UwAw1fAiWEYjh!I3q^9z;MC(Vw|eTY$&awG+|zC| zahJ`>n7yq_dNzeq^Tl)LIj-~@?WtHXVKe#wDmFnMsED z-sQ;0Ya184ZU-NfSwVKWlln$rPE5MkUqh}*O1`hGdOt~&R?Ff7RL^}^O`OmL8uN8i zUfjal0L}9mkYql*Xk?5um0?(#b~hZv-sti5A}K*?Om<1>r#=jcRK{JS zbuaEm)<-TZPzp_`u-fd8o)7Jp^v%AH!*WI15oF-U))B(|vHLQ*XY>Dc!T&)VJOIK_tR4O+lGSOL+fmwBX#I2Fvk zTZ-<2nl&O2iHtXu92P>YBm?2|;=?bTzrT%;biLNoPUY7=fBX<|E#k70jR+kyBC=@P z9i2qnjax-m{l0mJ9@BY(VChpXuso3=eKucoB0vADW|tGMu|*S;ur){oMkGS8#H^x0 zx!8Le?G&PO>GHiv>Qy>FCi%j8J1dE9;@S|+$@T!z&qz#GmX&rTkDw`^L+-Xj_qjF2 zu^2i`L-LRkK~RX{A2==jxGn>UU?Q{(zHA$;wc^`~fN1s5Fkxy3k6HYw(TH6eSkKk? zswnD$5n&PLTc^q^DCKt|iij8=fCc!1V7hV;zGV(3D zwF{0g7qI%s*6truqv_&E2tlIzBCMI%wCeRRuVt=Lf1Wlzoahr|itG zA7bnZL)v%bBvtl!WwV`zE5E({u_M(wTN^5ed(h7|f~?VrXG+HeLK{IhNw5~**gO^G zmf(aES!t{f^PZh3Hdweq`b#*>wP9~q^gEHzSu|V@G-3LjGN`8vos{ovRj+&{*{v6_@tm~PR z8lB$MBe!n-!z&Wno;G*GnS#0@Cx080w!Say+hO~wS)>v+h{{;h(ztrJYX7)ak3Raxf@v<73ard*S7d>0=TKx_ zpfcJ2Y*N1#bHk!a9X&c<7?IzF@^B~@0kU8l>Ljxzx94}L05JacT2s)OLM7bnINDc+ z5P-pHBSE6-Od)do%#$`!QhORaxdMeBkw6?$5Wn;mRNp4SQR{qsL`t|g#?m&T`keq; zen*Y^h8#$gwbJ2blC9~YCX<=;H(`32WeK5Sj#_HCp1Ftb6BblJ{G^7l8Uy_`6O$Y7 z3R<=)rSa54sx*f6nB?0W`4gpvL+D{9oXRTm?^hucqTJ|$RICy`pQO(gc`Z)q?16LD zjP|9%+IQ*#IsB7Ryds6}EZfgj&cY8<56$1Me7<-}*PuI7_*&OicC)~GxMg3YATzdM z^?c`9Q1LD7$XE7=P{9dn!aIqB^2?Zn;k4~NYlc`WIZ+iP_lS)~m~DLG+vTh8c&koi zGt5wLcYDy6bcYvivozw@M+CoV7n!4kZrGNFzhCu~>veWYJIU-rS8a4+ z;EV89GD`VS$&J7v9REWix-TCF4iT9?jGv$jNsL|TCIzOb6-+G*?e>t}kDqF@0r6Fh za{H`^?9H^9(1rhw55zk=rsp)7di>xmdt4=>pc1&@ zR-YnK_#ovQ=&RyeJ*g(`O#o*yqC!Yv$%|>Z@-KT5+hCbFN`8Kxd{f z(D?=E1gi)DWI06ji?85sodOsAUMe1gv)vwFhg}acBe0&6)_m=FB4=X{r}`*bwRLM# zdgI&U7V0&Dye!ps1f>!CI*Ulm56DghI;} ztlY2I@>Y%Zm27-90$t}xMbEmJqD<>eWcYbDICM*Dl|o))8iXg%P{% z2cp0nWeShJh`2N6;1OPle9&QcKmO%di>j_gcjySaYUZoiu}S3z1--k^^a_W0x{Ajg za!p!+HiknM1^l0mrPx)Q$t}_!jp$%Fbm^Hw1M0xemHD(t_Jw@8Lu|Ib_~6TVZ*U~- zjQX$_k?tTt;*5zv*O8JMTWb4mr%9YskFif=(&dT3_13@!XZHo~d?pA0KK^poJpM8> ztIm88x3fN`qZ*VN;%08Umew--?s;<4ph@;W5u~9UjNOl`yT)&Ol+N8ZH5|__rb(vy zBDdMnQ+3Jeq)ai^AI6bG_Q7k#wKF_M3$L}wlCmrFy7?GvB>d}lgR%EM za@8aJ%U?pJ-=p_LK?DU05 zZ#F8nz++S5%L!$V8^!jG`%trwbsXs9YXN>OcVDU@J3FmcK2Mp3&cBdD-xfhU#IyZ; zZ}P18LE_`N&~4!_$Jm>#9`>wv&XX^7g)F!g%@(5i2S_ck^gZK^sy}y_Yz0eDNiv?0h_4uWv7Nk| z2qSP>Evj3#H`7lkrA@#e0q#WNZczL6HjZ4<)`m3|GTDx`g2@-0i0x4`UV zNq;!eVjy=YdnJTCkD|_eMprpH$qH8`T6RY(q39e$;jA4#rLgkXysJPJ!Z6df^dLh9#?qx!(=RD`| zY;fB*%dluxZ{=rA)b&za8HL6#l_!DGl|F zW?r+(v%lOl@#uSqd>BU_c-W^Jze)|X<9hYvLE$~M1=7|d?Z9-xSygy3?W1#4_>0pa zjJ@WoM*5PkVHLC0yqXViQ6tO>gS?m{d>|DeR6?|8;b*!TzZ_$|Yr~qF>GI zt3{g7cd0`>^Zc|1p;7(L-Miw)@5QxS#LBpS$b`8QNR=4}gsv!$O$Ay>dGN}wGX-X$ zy;rU8--F(}iNF2{!%t`9)vj@rT&FnarF-gP6l8jK8b)p8eYUA8;-V(<;8lb()Tagd zRp7xRKZ1hG9%k()U%r0GdGO-2-q`EJVF~~E(Q=mKTDaBIq^U#B=Lmu4^W#<2Em$xa z-MLcQWXE-PAQBbApv#A>*$r49T48pp2d+U`jzR*j4GX1hc?mYd2=VC|ia1c?KH2HN&g4BlWcYTPr-bXkkj0xbyUPN4~6+Tgq zRex>KDLWy1cu%YHGIWA6y2OLdx!?J&r}M{S{o~94Aldozkq^EtQRXxInc3tj|CE91 zodc-f1i)BWA-=43Xls%SQraJkxd3usSYGufrv)7@`O8eYtt7XruB&B+A>%$Ey}3>2 z&%|OE51$Qu9Axw)h6O)b?s@t{AmDtGLtO&NqR0~6s2toiP)~Uy=KaYcWv~GQ#}Xc7A%WPJqjQ|; z--`l;cyp_DGT>2oFa0hl7aW7Ns1C%aDl=B)iCmyge#CSC)w?@$nZEbGu~ zq>H5Cmk+X^Jif8dJse+qQ;5H*^_*?{vwl912#@+|%uzM-iF(qHd1%b+xeA+l>jrsi zokH`d*c^JBsHp#(AeCq+m)}*O&6u4u@KGeI1G$PvqkraRNxA%iS(}@9TXpM*_@jaL z_h6=oj$ppopUw!qq><4}p{}cKyR^-2i74~M_7IDcGE-AlCrb0-P$d$LOZVmaP5G7i zMuQtOtP?NNL0nYOi4Q}8()rc7yvMiTA&vKvlR}<9$9DaSNV~xyN>RO>z&@pAqqzO{ zeMJR{N+NDx_$|v47TGlVVJ-DYib4Cdcaz;MNL`yr!XzT}mUGSm#VzDN(d%tA;BIu6 zT;)V(?7;U|RRx|$#LqsTQd5K!A?F3S#QNM}O3gU0^jYQVD zM*~n%tEdNdC-tzLi}luoBF;V;)l9tb%lah7@{(KMq^`YLhenPScyC=bP~$3Cv7#Nl zz`f{%ZR1FCYh?@%y&clLge2^(9335z$q{jboGkb~QziBQ7!F8S3N{MI0ZkA||CJJiU+W}`s5J<|ACvA=cp zD>qkK2}E|P;vgtt>?z7mh?J5vu&;A&*m+sz!r@KQrpjj4nz&&v&1PgM?Ka|0@Hxwy zb#28gUqG|GQN{FJb`*4R0m7KJF#^|HyBXkCc6`bz|0>>@Z1J@IRBoCTD`K0&t9y5* zdb<)ix#rD-=<4p%3^P{}H_w_S+d;NHDtt5|^xEsV{8pRXrP9pqC)L*w?gQZ#-j!2o z)$>_&6T3e0BRlVxW^B$yV`)ni@pIQ#q%~-5i^XR5x^#(;dZZ@rrk_)3!OW3ARqZeQ zBb)9`R5D=D{*kg&Bmb8EM94 z7QTS4^f0N{`Q%kfPC%*#%bA6gZ>OC!=ac;4ZS1fcykC~_SSF^xNJ@1Vqc(d^mqio) zycpl(k^9g-5-T)17u=i+soq|qsY^c55jX8ws&HXdH=h0!&6|qOFC-5s2|~yV(t4z9 zSCSV*?#Vba#r2Sp#Y9N{3hW!F$Xna(*i_Jay^<)r94LJ=w3vtt?=W)Fx!>1Im`d_a zB_*CCQd`?Jns>;0*`M_Nx**{u)LJbTk)4W@Jt$emcZ{hkOcheXtHmZ907=9j58 zeKnql@XT{k>?oL)*fXz$CviTPK6@yTzS5L+^GzmsEG*IZoDot?7EV^aiN(%}?Dm!_ zbSKg-dzL+0g_M?+zTkNMHQ%(cFw2m~fAABmhgr*0S`K{lrk!cmtmZa^F+y%ND-d2| z5?QBUKdYjAL-M%TI{Uo)=9zCEq1;h!NDSEi#$+0zogv|S1Xx+Lt&0pf8yt2ucFzJx zNIX3nVX+?|l3QifxaE3i+TMb_N1IcD*r+(vG|k@We(irBBp>EnVdEXE{1r<-nQkW2T>XmO7=)tY4atkhJ5+Qg0M48KoWkov&iW>LjrU$-{blTSwb zBm>Qz>f!fcHZul15CuKfrS~zfDYo9_{^WJ4YVW`1rhIwKJSN^H_2_oDX7N{hA`)Lt zJksM&z2df7?^fFTFmb0@h`s63jXlIMHy}%3r~UWRI1K?wun+FHR?zH$lg=8{wE8Em6p7c=O3(7}EbqC=-)3?%hC##nRTl zwtTO=-7d%_rKm2kO-tl*gpMD)AEjoI4XWAAYOp)5_^X=3uh^;gp5=4AK$<#L#+(UB zg}gs@)eElXG}{3))1O@0-!X+}$mCRICfVNPp$SB5VR8>qIR24yfnJbWZ7(E8=Y`1*fBv?Y*g6MRo6)mM7f2?aUf>0d_D7!iDD){ z8?=a*81~fZZjmoEI1kZdKquNzd2!w>I@uB=e5O0~I(lY7^UJt=)b`QUUAn)_MMM+u zEg?S99U$;j(tPwurIDUS<}AGNBq0cXuyykFfabNw6LIiMV<^1RR{B$gj1gGk!Ux>$ zHOT}=9>S5}GjX3w?}J}x$m4IueQr4LmJ!f?th3)QUtTnf-A!F-hZtzpN0Z%^Ji;g_ zS@r(!SO7dmhOo9kqNJ7&F{XDBmM1}v68z;D-5MGQr9Ful@lI|Q+WnQ_L134a_ThP! z)cEnK#>G-JtNJ12MWIb4l9RVF93sGL@-4^_;=WB}|p!QcXHP5{vgWbfK~~!i16Go75`Y@KFV@$ZE^4DzWn>px37o+s4rzi zCpb##S5#g_O7_JwZ^`Q&k8icqvm5i1=hsR<@05k+X#)pMx3DyK0pu{}bh>}dym2Ii z6QLw}bgnSvxt&pDyt74%VWCxX?@~g1tZpnBp17nWT)3czTz|MU{1s7V(R#urT!x7IP&=CM}aAl41 z>&R&tYQ6F|SMF#DP`dG)_STz;WOm_$LaApf6~XTwytQ1*67t{Ks0vPc@p z!YAL%A;zsw5N%B=)cX^aoe9l zjtvC|saOw+Egnjq&{UR+IlC>I;h4<3r&*ob;k=wCOFe_$)Ip2G6s*<8ZI??ojvEXt zCG3-_o-dRm4_{ucC=zRZ6S10b z|C;!U&$t4fxkyz!8SbKZ5w3#BR$@6u`^mCR&V38G3AwwRf!MH*NX@DbIZZ5QvJpW(LRr=OVu~ zwH-3h&vd)bO=3`F$X7;sC*}xgex%IZbZEd`Ry^7TF<+Y<0_x zOz6#{@7-a}aaSPiOYzBTnI0!j^#?nPoV%p+_|SZ#h89P)F?9QEUdnn8By9Y#cN$c2 zYJ{*w3p?GIH{#o~K__lNwBV)dl;v$G*h9QJh=bEH5Pb9Rs=mev;pbylj}vYi?+*bJQkOGjV){H7+9lDN`nlkdluWh z=O=V7jADlh;77od!7=~7`$4E`mdL_|uQ$VlT@L(XDQ*%{~0g0Jee#6a) zRjf3v+q;YCHoU5EqO4=gD6ss8a{mxnMJ$TjH=2J|s4(I(dro)X-R2td?N#f&s@aITPcxXxmQx2nbo{dj-0c^&env4~r9(`o4Co7Q=eRP+!Ijwj@` zEW_WlKDV<=l=>jUNjt9an!?FuiiV(2Em+5?{Xzqy3SG0m#*k}-9;ZEY&^F!{=gzz* zc^9H8gfF~>TqvlzY+RUlJnt_D2U<3XkaPacX-k}uZ4$a1LRTfJ(s{PMCX&(Z*b&|Y z*Apj*HommmJ(y>6nnP+snv+%R2`LQ2lsSQJmna&__+jM6y=+ACyhvbR8ZG8r;jXe+ zWYpmJ7+pU6(b1~x>TM<3*Cx?V{?~?9D*U^xx=YI3B%T^W^k?efsFudrPU(_1ov@Zd zJItDt(Ni`3?4d|KY6TJ7{_Ibgp{8zSPws!1%V*j#3r!!o- zXa{`7H?DECgqbLuIGV_g0_s8<^Ikyzt=Nj=NpPp*@52HJ;=w-z0sQfO(!KxgmTemF z4<`Ws{69?WxL2F_NXzzRIOgNT8KG&5kuK>5Zb;zC_L_^|-`}wpBtwIS|8Col)`h=sC9=<#?Nuj?0jXNnMerO_^!?!YD39b;94xsO4@-} z>$*v3$NV@e@0ytU-weczuc=XkT#J&rJ5ZDezionC!S1Qkw=^{+exQeQZ{~C#oT>5*DPK0t{L$)UB%GfgcWGU z1lL?;4UhkfE#V~L)mZ&Dhy^(%6gjG<-eHM|6kN|#SIML*yo(tT?GBla-}|nL<*^9X zl!@H0EE`LOopFLK^3CPl2g&^KOQsg0Tbjuw6R#eI$PVlagjpEF z9Di^H(YiX)&-aN`qo(Bq?G3pY?#Dgu#@v-CbFdX&=(><(i}-U}K4AtZ`=gC=(ZeK1 z9Xa$1XxVW39i1LO`7GLfoZ}~qhTUv2|%k7nV5U2g1sZgth z29h38>sFbv>cC^dQO>FBcKq;xO@1$JskW%~i(gG=;DOQR)^AFt?QdZH^4;s7R45dj zy`w{vj`;ZSl36tFa}y4CUkT&)Ce>wJRJdTXb?6~(;xSCkoiM2zj^$2 zO>$YBVb)upsn0n}`4SU+pW_DHWV*m!$M$SMjaA2|QZA_(RCynTMqAr6MfVQbcr<{* z4isK2dIY4(y2<?VN{)!sIvZ3)p;-ID{Ti3-zSpwAg&+HZBClc62fBhSMr;q z%*N%dOQzcx!l3ciATq^iz!(Xh4lSs|)tF;p~9);PYe=>>W>EUVne4 zJUn%BCS|d~iAjR>O%~|Z-aOTnK8vQ`VgG%$?;D%{AEoU+AagsY;gRW$Z%@wF`t&66 z|Itit(m?VAz&$m0Y)yMS|(f zRdF0)i8e)xR;QaQ{@roK1R*Oa z`bYD;`+XJBePvoUTK{r8 z?uLX%R7&YFuBJEI(IAAUuCtn1uJ{4B0Qon{HE_L^_lfN*;7G^+y{(?T(*5?(fzOEB zqp~R>AXcQbOv*UME8EeK-Hbr3JRPEU(o(CpIkK#XYMUKs6S6_V4GV(_U_CnBhLxZh z{n#Qy#EfPBa<7ZWWx9$ZXY@5dygdbk$)92Tz%66(`|aYY8DncW6d-O+t*`*u1CX(ApjUnN5O+^PV?g%g1`H((V9`O>MKf)5K$*!XkTc+!r8w?hae101^eq z-KR>Ih>=+st!0VtwA`FVl!eFQt8*H;ga|)D+8ba=U>|Q21J^NM5lQLKYHICC-xE08 zR&VP$rl%zbxA*d7_l6Y*rd}@0ez8usgpbXvvfU{G)g=0W+q8JR@~k<+No(G&xtB{U z&qCJ>*B_KK+TN~9Kn7pQ1gLjl-F}`!@?w^(B;B=;k$!KQ3cK2TrCAM;CBIT^S0VuU zw7r?gG-H5AOVt!_9`MamKQ`o|mi&UR@UoC=VX_O`;K+vgS$u?l{F4D2x?D4uDVnnp z9%)ynXb~X48S130src>FwMAeJaJhE{sdSLtn#8i&N?c>=dABBmXS3-$r*oGJ3swfx zCUFoeqs{NoY-b zIo8>V`Uy!GF|75DJAj>)oO#yIRPDUU_`^J}iwa!D6N zOS*$}Mte6Evy<-QEETBdGN9du2Zg@_O3(uBOiyYPl~BCm>uI>S@S*s8X#ybU0OoAb zrjp=Fmh3lIQ}(Ddb$@w}jZ(XqJ%#W!z_Ql?mc6U(M=Q-en1a(#bc*TI!FY6Ysxr*- zclq0=uVkbVKj=#^O)9I&2p5lqf!crQjN~Phc)JF7^)p0EmL6Nj#_xq=&m9*YoiX|8 zl!`=*oy*!KP%NbjdQXBNvHP}{4AR zlyDb~hN0iszAMGncy!*8fcL%AknQY(TsJI~vL@ZtAPQAL|MupYtazq~(lZoNZyupU!Q_lY0gCkPZ)}_kM^TyWho%$n?sG_wWM;MITJQ3q z2i{J!CP_`2EpY4jJ&L4pH&BpjF3VG38XmF|$FO8c<)EN*MGjdcW6FrLrSG5aK`}@7 z=QlTF8DSFXTDwa4<8SB+$f$X27Oh$9?7BZHHjnjBndOPnvXXN;X`d=*+54G|Z3 z^c1YCV51m~pAB{cSYD4G3zNP5MCNo>@ zweQPlRQ6^ZDQKCCxy0D7-KCOgd*0h7d!OOlJ)KWc>)~95$D)G{RHnNG5O;K`&5U~^ zDkXhehFDraUnfk0*;;_$LLV3mwbP--oJFq1y~t=TebOo8ArG1KFuZqw;pZ&)Teli4 zXh~|%%_D9z{5+r2LJs7oZNov|FlUCJ)43Ld>@2ZMfrf=q3GLXc7zSkK1-UOo)vL7G z_XV*E%*Y~tRm7}E>7X84uPBtP(_^MKwl&UvW>zQxsL8t#qx~GLk5Q3SP|Se3f@|GG z&dT|+_X?^%uxgs+EY_#+NfGP*x|zSp|CPMi-euU2DRdahSOY^0qJIGIA&`?ki;4t<;ZpDfU>3RM)yOAJ4!OBPqBu+@%QYv>^jFDy!zdC7%9BAT2z z)N8X0N&|u10Y5||#Z|eU4!p7%(C526xw!R$a^f!$D!pC;s?>goIk>z`!WDpi6g>K~ z*u%CQS%zkCyKg?!cE#pEbZfZ(^B}*)#jKJ4?XjOz67~8UI)^d*m(Rl+vLGfY(V}t9 zXyz!}d7=%ek!dw?GwS{|kYtpTh_Sy|Z?mL*9%Cfq0|TiMd|3YAB#letk=8iF27_BB zT`|9hqQoUc$HZh30#>s#QvXb)`ZfzgKH>jJXEH+<%izJ`(T(lJntiQD9kUv?qLep^ z8;mH09y|?~bsEFJS`48*R71U0!yJ8e^tkWuun}Qr7B5c%|H*YZc@3xOS@Ms?pKF|2 z6|pj1l=f{T--?^}-@x@Y??W$D!w>H(9O&hEwm=S} z0gRO2cL$?&yf+oQA#`>R8)hqC`{%RwOh>i2EecSI5chIl!+C!#2M{-S8Cm9xMx!G& z975+Igc$cwPAXOH*4q3W|05qn2+PL%p4@t?Igk474j(yHQf>VlZSZD5n%Bow5drmF zw!2Jhc{Xx2hxlK=$n~0f=p*2OHOt1vc`&m87+F6f)dJV$vPN@t3XjGECF)S~hlcdh z({9~cd_RoO8rBiDFg5F}O_PnbioudoHX*~e$hpG{1c4!!8bb1}BgqpdwFUX~tNv3@ z-68ujcZM%)j9Zgx-*hWYCX(viFFlil$1lTf#jX_06|xmblm;<1%QjnI%4(o8CZnzJ zL}9@TrG;&4Pu5&>SxiN9n6Mi*lIO&TpKH;P;F1aQEADw|*W@#}%S_>{&=5Vi=LP2c z>jtmMu9q9DqfVm~2Y@Jw!uoYI5OZxka@Hk9ti`l|4!{Oxa5S^?zO&jJ|36pAV>eO{nuZpy@yspd9b%%_6HXJBju7;SBkvghC@^wb<>kx3vm~ z4@kL7L(aB%Bk|K%H|W*43a=2K)-#BQW3CS0?+UuLPRgd9#MXLyCb#d3n9o`9GddR3 z6=v{meJ>6lozLC*0q6<9Sfcr5U-C^GzT0^oeg-k#Xprl!Y-JfpDb@!!Og`KmA+O2Y z7JWwC?j<+-SSk9O=;T@GnRlu=p{vg6)eOCC8Aj(QT=9XVu-0psmHwRZgLp@sPP##N zjig7M7?sd~%!r)xUl&2=DdgzePu;cl^XgufkB`R+x0h3|YJQfTl{ufKOR+nRM$4bt zt((!zX8RW_D432mEHc11(bl00H4xt@>B>}#EKw=H(IN-Tkd5Lh1NvqO>J&%vwM4GN z)$(Y~*@0XJb~UH3VW0kR@PVZGF;9;-jKNWFE*?<105vu6Fnc}D8(Aa_TVQ%qc_|6* z%{g~Nx|xhlZ(V7&fszH-#Hb}M`ax0%&o~!k6cR_0RzyaDGs;FG7aKl0O|Ebhm;3eT zVjNP8^V`b(Li!7nc~!$O8dX=Q<5`z)p*NLoeY_rwK6bY+!43#mQl_gbQ1|Q^^m6#W zvnW&Xsy4MDeKdKZa7Pw( zL@=C5{X~0{2bSWbMZ#~9<@-54$6=J1LLOyy%(p@I!KWm*kk9T%mlu)suwQ?XH<{f)#ocY@#QUugorG zi83%$R|8mY&e8fizyg8Mz#{CAjC=1p(EEe^^U|&j3Je z^^D3Tv1Z@fhQ&27wV3-VBM()5)QIRq@6q~!-SU;l!Z_@&`*EnbAV zo`Yj_egjNXPXK&6;1eh11ALMvuYS*3()n|`9rp+o7s}RGP4NH#)>E~jj&mU8!eJxz zuU*8&4W3yQh>r8SxJheVcl$zlUcHnwtvJFLcYrMb_7(XbXb2u^z(D_G<1=BYntSmQ zXsYz+rzNMOD@~dn!ga3fj&PJwOD1Tq-gRIwv-BQj-`T;ZXAYui83_|IHnl9RnD+%_ z0|02!;s2r4ruE+k9kUi%Vt1sy2H1M}q27|<#xmGx*a6fqw|DTqGbrD6{XVDE_*(py z59RYG)>%V_H9BIYVfE%)pr$|GDd(>_0FDg|V~fdHkhf&D;(%|x83_Peh4$5n4?Q}J zcW8V1cPxO=toV?Qk7<*zZkG1N2jd4cZZ~bLd-guU+G>cK2?zNa`%4zti+?Da5MB1QJ?)m;ai#hY{p%R4~o;S zqn^i4%qun^hC{{QEpV&)4BJ(xCTN{3*Ai+TrrBZSITqUdoQ#tKD?YMr&V6>*N|8XhR}Yl(0Ofm1Y<@}~i&9ZjxW zDu>kH8?f~G1rP~B21n|QfHtYWW-o<@6TbTOLlg6kj<MVF}x&wLq0 zE!6E@LGQyy@TeP-LyzMiQHqN`46TD2zX|O<9npU%14g@bg0>icM5&tvfcJxv{05E< zg&vM+c0_5Ri(#8=6LX%Uro?k@8Na^^kZv+WZ-0L)UjM578+q^wTzMDI^z4laB!L!c zY&kfP7r==Ds~=biv3ZaPa($SEpK}xa010Z81#E{;q*H>{s((!fXmf@;i!NCF7S2NP z7SwRw&7;V%9odjgk{=SD?FegNdRxKJh@T1TV*hE%jcJ?Zoe1)%!6DAscYK^aD}BJ zx6S5n@cC^I2x%N3Z^UzSsJ0!%*k%U4|CW}Zm)Qi7)w}UT+wL2VUfOJ6G!!2V#B7c$X=!>V22JMfAfe8 z)6H1E-LEApgLZfKkCet7Ded)(BUU^7`~U)Zb?@JMN{2vO{m7Uyp+b95H;HiiS^A=K ze1v zZ#D?NwzsW3iZrdL8C?rIQs104!#5LL*Qkh{)8RDhZUqGQ>r-{WbNy$Sb}FYk(oAt! zfmgprKqb*hL96cbuXSgvGPGlSbLAxj^18Ozd#d@ZDEC|+Kocv2iJN8<7V8I5Q zkCO9_a?`ZoqK&Ks$a9l2-M1$Oz+2(`*G<+5Le59kgLHBuGbhhL%QFqrmn92%_rasb zZ<5>xO|7E-gN-@pHUt)Yb17}mn1we z;$m3KoNt6#b^NgoXb&bcU{V&JFe=Jf%=+2@X%(+_LZQ0*mNV!K=kv6DOMTY4FENsqh_*L)~- zbxY5DKEo6SHDRf8Vf%4qPOV>#96}%&k{X-Rrlo;?xZ?#D4|wgcXsozZKLciuCBJZB z^fcxMlm>w6hsyfr=kjeE?ZQ_pyzAb(H`ut>xkinK!8n7sP1r2y+-w^)YxAqFbzA5j zsn#^UnH=x0aG5T3Yvk;=B!2BSzwiS$Ezi{k>QX+T1 zs9Brre)^~(Sp4UBK~-FssdxknGjcP)&N3EJmS3Up;((5jgPC=tM@J)|?&u#3_-Uz|n&dW7(C zdE|2UIv@5};2(DBkj-Sq*B51L6ZWC`JaXkM2`9YO;1vtSaPo~(_UW8RtNg0I+Rn~a z3NXmg4Xio!src1bMN4g^`n8%$G2^=Kk#lhl^R^9);GiHmlqPhIv(!Udk-8Z0sPzd+ zfNQbdTqWF!#6KDrd2w*=(*KF*dR3KSH&Pu}PRk%Q=^KlRRVi0t8~>sn$%J6bLTB|4 z))!BE675PYOcqS)mPR$6zBTqNx~RN#i8ICN^}?=E>x3mZw=nDOIzsm>imsGT+WMUXrk-^+ zhqC=Lf$Di0My8$xC6+?X&VvK|P}pe?9;97X45*egM*gVOfiG%W^X7msy3H?hw0O&iyr1Jm_4fm@Q` zKT6AU;(Y1h)_lyWphJ4VkWoIFRe`frkIU?`UP9ZdB?BhR#aNdCgL+%Oc${OtXi)I| zwgP0OMr^q^Cbt{mon>A_^!XprX=2rAb#2klq7? z60y)i?;RW9Llx;AfzUz-E%bnbfb^OG2}Nmvgn*QU5&}1%@B4n^8~3~8oHNe2`;SdF z$xilOYp=EDZ_fE!OAtKVbM;Ww%=S~IQwv(_yKzdr*q2f*!MMZ6=_QIE->N;B!&EB! zd1Q1MM&9e3BUH~twaj*^cb?1|UGs;^lJ8Eh=3RsxkcAwO^H4^nM2DSj4eI`7)ye+% z9&Mar{9u%oWy%G?nZt^u@eeAP^`6@iD_OT|Xan2HNWgwRat~e5fTyj5ZDXdkF~-~D z4D;QnV?S8D4XIlkfT>P`K!qi49W6MR!RC<0gpDJ>EXyr=F5Ec(B{9P7?5$_H+#2$w zV@l;$W{B7C%$}f=rc-+>Wvg8G5-@NzK=8Czuv$ADgB3L~5$xPqbI#nY&%=y4G9f4Q zRUG9_671npVOIyvlDn}wHlgs{{lWEf&j4EhPTc$VoC7zUldL}Uk1}jdNe(%JF8M<4 z*Z4;GB(>Ve0yWJ=L>s4!6@0!SESRXff^>8b;eWz|XEIeLewy0?%gHTjGuHq^5y@=i{WYVPO3sGuo9h~feby+2db2*mzHfMUZEx)*OqTIfK<3$RFW|z1 z%C{4N@ec;s`;YLf!TLWvto9%ec=G0{*@U|xsT&8I<->fk_rJhgh?38(@&!Fc4ti#& z8&rRopwxpkj~T{@L+|G90%TGC>o!3xP{9k22rpqFjf0?$MZYF$@)uCnXH<)6{`#VB zd9qH?lH6G!wfh`0_1@5Wrc&@@^)tb6qksyyid-}GBg27$S*S+?-~wV53yXeZ@9zPm zY}+RytQZ*WQRym5qcI^$p8=ux&z;Hq3T}?JiEblSkO8x@hGNaF!Szd(VLC>7l&?7) zz>xBistC$AXqq(g37hVKLDRy=-frO;(SPhf6y4cZN$gAxx25QQoc{52uxxo}&9@Jw zI}sH9OuS+xQ1yZDbrbNg4tZy-ej;gNKkvSHOs?G~^OsgO3(T$>$cA(ImRJ9X;&g@T zx;jkykYD6weNRx`i{A7jSq8rw{?a?By3iZi;aiphDepY(PV*SJhX0Pa&t1fRb|4N0 zCibnYFt70Z*Z@zoC1SiD=$mbKP2V49Wn~c|yt!2AkV|=A8p|7C=Mud#S2%PKysBy` zQ^iHfb}GA^(2|{f@j%fKS|wzhd`~~l!LYq$&8T%nE3`i9+7z@K*-Pwf-I6B)P2~<=6@JR12~K1uedT&1RE_z1abyA#r3<5Y3kLMnZvBKP zWS*U8R7}gL0mMhgc4{OE5b8NF2YXc-f4c^P$n)@t0<2A-4=0_nSweU{czqi-F~w4bCHU zj`@qh@CMtpPw+|u8LV8-hl;AXryhBloVfWu2OaNQ5q)Jho#nz(oHF_dw|u~3*DjXi zGYK$EKMRx+`X``Ky8cdfro|Y|drW8YhaNfi2`z3D(x#qu#-hAfhhqHED_4`VV<(jx z%^)RX&TA5ApV4~II`rJs@X{HvrR|WC^|C}2q7zTyZ9(Okp|z4^{`E3;m3Cpl)8Xg)V*I&=^ShDQ_Fr z%B`tqy?gPtums%t-s*BAkeZa;5x%Q|o-5I-w&7HJ`?&Yh%P~)%!tZfZGZqdyR}c4F zZ%r(gmu=)0JEp_`@~ZZf>g*@V(_-JL%xAi{oOi`L&YX?|8+mce4z_14oqZ@~rxKZ8P>LGm z#U-6YYBX2k{e^dzt8iXBcLWd89|2u+R2fStq{Vm-gknyzpW|guz?-ydEd0Bv+Y<$h z3hvqcg88d0cgwaVrjd*|OnwUw7_M3qf_pR69qgnoM%V#XL+^sV+P{ie+gO_|ygs*8 z;vcC{<9%>&&_Nw<&>apo%8PF6?0+Cw2ZPjWAcTk4gf81R)wfxA+{5fLv&!nIV~Ssp z47A>FdScyBNgC^no#Zu}V~XQS&cCd)zKq%GZW>I2Lu7-AO?{$R z`7|Enr*ddisT3>qqsBVP2XD;_aaE60P>gIc)4FbXF zUZ7(#L1AAjqon!pqk-nNv%@*|n~3LILK=UI&jwtd8Si}1H4*tc zOG)_cdrGwFn_}39`_|?irr!r}bw-Wt@CmXtI#mIl$X%>^G;&#h8WLO-K5LM`y8W^8 ze3$-NM_l21+u+Z_=4H>@FfDu`3v4wZy2r8Sxn^@k>2qEe=$Z^s0f+|Ns@_yE)=8O5 zgZZ)&)rcpvlArvhOZmvkb>*grZ9o6roZ74oleW@_iThM}+g(Q|Co;-9=&09jX2(?^ zicyPme$5^o>jVBWisLkvJ{eqDAME1Evn@L~?$7DM&AG}K!ffajSQs4aEa$q7|K!FK zQlqZ8y0})#@2ylj=j(Eq6f<5n*TO>gB@awF;>Mg`O1n?zPT`WpK%{Gb=%{!7T3e)h z&#$X%)T*mr=8c}CW`YMvZtzplu-f&YUdf!b>c*eQ+qM*qNpj{mvSj@DX0OlzA0AUe zrxyWAq1v(WJRt_h?AsTnaGtT_Hg@Wggz^Nu?+Tv(_>9+_G%e`()zR+%j70fwCyuET z{?Rbbu;awjIOo@wdH+ovk9DmN)2EsEKQC%4uWBZhpoJ}S@>9>I)oz7j)`M%mZ9&+L zS@$1q+VJror1w-86sf`#Z0rr&nzIE774(AsAQM+bS~WTTJL}{}e5tQ9>rO0k;TbHD9#bgU@_C%tyl#T2@DDS}IMVQw`ea)70L=z-cZ8OAGfN)m z71wB%U0#w`f|i@M%XDoJylKBsCl$v0A6ng*7VUV|W$y=FOP3;?h)olvE~=J;0))v<&*r)P{Jg<4(RuAf@{&)>mOf=U?ozgqlTJi% zNRbNT&8P>=YomK6ckKJjQ#C%^RimkBkxm-E^Tx>fUn;lhpV~UT=^iJ2e%^5n-SIJ@ zY*U&z7Gu&eF%Ziv>C-!$c6rQOhKEMma{i|r1Zm9Zn2#834pZqx!JtAFb$Vk#jpm%n zQhJT4wY;6Pj~bpO2DZFB7d-A~FcJ(i+pt6yKM19UdVap4$8kG7fpvaakY+R6D+9Q= zBpz0~4ZA5(U+mhnw``v}4mF~|OXAQNq*>uRM{P4BiJ#p@bF7jNdR0tGhii=-oGf{0DKWg23u7z)H_oE#19%H=|eFJ zOr(I@hfj9BIb~XXQBpNm4zZf<6Rh|2t4I+JvDk$B9UNE)Be@nB=@#tCgQIz+gpN}o zj#>rX={AL-i0mu;A(Sv}W0V{uw7q{G-ldz@GAT2umK20zE_L+*B7>+i`L9={k1poYf6C6&$>#D)`?ok2 z#Sxk+1=>j5+^>~5h-xtywi@1x;-Bcw2E6Q;?tcS~KxN#XIM10K?gQ_VG$jiX*1bx0 zh93k7EidLJ4v#+RtT+Ny9`16T{S)~OBAJO_Yuc2I@v}kxFR@4S0}{W{Rng{)L7@3TjsIXAM`9HS!^dbMs`aH8@A24l;GDZ$O<$LHbU5k zJEq^r<3#}_(%c)|-s-Nsw=PzFvjP0xnkAmqDEKK;O+5ox$tc94#Ux`fnixV4*ZpGJ zuI2F!g1<^+NQ1XpeVV0F?06Cc3&tv{O>LSl@;%Ow0Y9_mfu{VZGx_Km zDO`_?+19yNPpC#R^pXyU0c@^xZA(dn%x2<+q3taj#ufCP9%UU0YTNG*r#!FEPf;Cwmo3nGc zEMrQI%w7~cm(X7hRWjLB5=HGWiI908joe4{K!QBiFh(RX0bt$K?BsdlVexiB(<>MP zjWYd#pW3LmE_z4zBeP^0ic;_i$CI(noOnI|x}D|1y`=<|3T7>CydJGkFWAd?sJ=OI z;wZ0>uC709p5qIRA<_)q;8|WAznu;|bc}ZBg66}w z9AxVc>i<9x@7mT>EluD(K}VZy=s#BU!>->s5_GS@U7flIS?+~x@aq-$)r{#fx5Pk; zOMRy#hd+StzM~CtLC=|<{i~vB67K(nEXAWI=D(#k{##mhc`iaDXrhqRD>9m)N7`)1 zz6DJ`7U*7HQ#n$(gzynBXtq7tHXZpV0L{%g3Y1n~Jvlg0{l(r8-TeRas!7oVa?L6O&KiyON=xvppattcI z^c{EWG}(ips#_Yc49SXFGj?8n#U8Z9}xM(ix2sXdCtY(tp=&nqV# zb$Paa9be4r%g4R}I=ZqGv~(gBn`*w`zIo>#iMnW--EpYLcyUrou&4p^=flZ=V!yG6 z$BNvxk7oiv!kHZC+iSrl+0PYK{`)(V^M32P$4CEfd1}AkpzZ&!z&(@YXVWytpNupu zSK`{m=}sZgnJMj2+VxMxn9+21L_P%jg`G`|X{_T@|N7#CfiZCGfS(njhm^FMgnHHg zqv`6l^u(*uaEhl#nL?Q}g?TZwv7S#FN7_|r2wYojR!UBp>Kikm!Pv>D|ANb0J;3_o zTTj@YghM}X!D z%sLQH+1pRMf=9ak%T83k%vWkei{YwiXDM#EG&9YTARRvvhkxA#TgxCCvEK0UzrFUrlnO?S5~5Cs@mK`AJ=CVDb z8KIDZU6UbJ6~o8ZPsClgHH%q3l*e8B;mXEVI7C6P;N+8MHmS7PoBj^mp=N2A1CytK z^;Y8Vtt?{QPtfhuTmQ#f@{xUmnWyX(xDX#IeNFYd)H90B-A0{z3%mevALqe_&YPoH z-$@F2cUW0hHtM|s#ECQCItY5Ea51<+^6|l|0mC^quB#S)ykV`tu77y}z^{oH4w9m` zB->DkODI@UTr&wl;jwutXEG!iy@Y)2&1Prujy9VutQeT=J-PI5-CD85srh`9qJ>j` z%PTs%V8E4shXhPt&*^}aYAt)?8m74S>M$E6yrxdPCb3vGe20Cz^6)1Ga$N13HqzjW zOKjBGPz^u(GAn+pt&@3lt&%XOditlW3N&)70;o7Y?u)|3^xj2DRXOUaNj!`SPc!xSqJSCSo4!VoBKghM2^Sy=jqg@|dtgRkA>1cuk{YPer;E zH;rTw{eMLEw%T`Jxk`gSh~|UDf+*OkODl2fbm;abl&e8`!xX(LhIM_x?|@B?I-7 z$lTqDSd=w>-m5sW{;yK%fXOr51^PNEz4RoD+m4#(y-NmmPl}#Dmgg+8rlTv_tepuM zYbso+0oLxB&b2{fzr)}fBNE|iOY2y{*q4aVEEYE1KFZJjPga3JzAz`7GCyUpQtJ3l zis|M(E^zg<$9Ujf{V8+-P>p`O%w)k0V*?v08oRbj*#o2FTF@`jtsQ-*0^k8fx?Fkj z+O>A-h*w@wM-b=oYr11^ktkyFT%T3eXR8-&5_wpNXn_$&02#cvcg;yGL6&~k0nass z8mM(VDG=!%!!^8uN(E*M(eDM|e}a6BwTc2%F8SF5D>hP+?j)9c=`$XZe(%uz<$68J z`ziRaO41$pL6xEzU=mVLd*;o?m~{ag?wAP)iy-z7&NJ|X^h?KUee7K; z8*Mx#@Ur^XQ%|@8a@k?>pHZn04Ig*FOWzMRYN6lL>uIKjL$<~5lVgI>7?`|@`zutz z>l)n=N5)qH_68VHgx?Q!`=p@)N9(ovsX6quAuLMvcGaGuLA@wpX;ON$<0p6PVo*S% zSeBU6M=OaKN$MNsty!wAQUu4=Y73FQc#bN2VK1xz{?A}#Ggfj+HnF-iFQ0;Kd+Fit z5UOZmf7tNO-8>Ve4g0%@_~-#0UCXWgl;hE>g^nY=W+}oazQ4h;za|r3zY+B~ufc(m zmnqqyV9v6+ZRZjf^bWo)fJbPtk(*R2Mj9QwUEgq9Rcb=Ti3E}2H0kY+>`8kLt9e1y zf$zi52YEi-{$?}Qh#vg)tnUh7{T^m4cih1EukR|wz=j{<^v%9To1Y@s(hUtDq45~7 zr({70Ute=xa>0|7xu{R1eW7BFza5JwUX%?DKU&qmxEsAd+cMC-*6dJJ*_bGJ?VV9s z7vO4kC9Na@;Z>cPRO02u6)>O?2UesHArE;L!%Ru$KY=oeuTeUFM(r6y}NkF(E$YA7SrDpYQ%f5%_`(*Iax2+chQQc&wlszMq}S?kH z)^4a@9w|AfEazBvqf;L9wo_Cc!HWjM(SIhABI=GcF z<;bw08`;{Ok|b3SNf=to4^r=%Fn}g8zzjlto~GPXF3mI^E^xXUzg$cl2`Dn0IPKT5 zyKAg=JBnHF=b{M1q&b48!;inHp%-Lm6ZReEnBz_Xr0r^#-fZqS2&)jy!7tJnf!9-T z;RNpJ2b3_}e1ZWj+&e8RN+^-Cd75q&M9>n?Kzb!OH7q!Q=eF=p!^-wHDU*-mZ6FR7 zgOBHSc^#@2AE}rZI;#Z;uGwe8Sy0Amdg<0XpJI4SuIfALOdxmmV^7n4c@_D) zBe<%usIO4TZ$^mbK|GGmu3^~7l<>koY&V^ibdQl~Uw=qo?Y!gh#QBF62%<{>aw|H| zl&i4pve(O*dGZhBE){Y63k?sL#^>V-?+7YPjw>pv$v7J{R2)>pTWWL(WqRU9B2Q7d z^lB1vW9pei0&lMWGK|v$M(MBSzM*dtn8?3-#z@vVRQ~oW_32enw#W>iz|EBp1$S(h zMH2a`2^FQGRc)UAS@?+|m4KFR=DIdNUfMZ*g(t4$>NYx!;0xT7Z)OBOD*p$4qO>~}*2ItGHdq26EZC=ovHPO;J* z%MsBXIB?t62yJ1uRuD80!kJEA?aH@LPbYD~{2`@P)9Lo+bWO)6%-Wei#TDM*o&wA1 zDoe3R_R>>}F9>!s&yaR8McM&ZIO1qlf!cFXtz_QRzQA-f_KY( zeF2gT8$tk#J@>Zu$2d0_;^TNnxl{T`)!!PIPz6|_z;_lJNDDg20K8*M- z^mI914y&vZNjmH^& zEh8r$R($H6c~5~j3@Ldm(DJHhqW-RgDb?t{1IZZ{e`-|@U`5EAtlntue%f!OQ$^=D zhT|J|4%!;AFn`7^U7ZYIT8Ft+wJL{8N~6>bU6_j1^62PB!$op}0*P+g4AR-1mcH@E zYb=hZdw$l0H`ex|=C*m@*G9XWaI5d|h?DR0W`5~RIR@bSEcBQCeE)MME(qXy|2iJ7$WTW$#7GhGX^kjrxp zw?!YAu8BFuJX?LmTyxoBeAbsxjpjQA2A`pO-SO^E8~acThn~EDAK_UD=RPleN|Vo+ za~v4{P>h+v%jdU!c2MC^!)Q{Py?v{?b`59G7^2-Qdft#PThFmch4&2Q>8@Y*z0144 z{H>qz-fLltunrL$iH45FzN;&uE+3|H7o zCdBRt&UTr4N#U|ZCDE5Th`xT<$7|%w>Lm2C;Nw(SX+x=7xuzKnW;$Ayhpy=Hu|8=0DiycK z6yCs&X#<6`^e!$fN_fa|Q12>RW4A`STbo$7S1(_k`}v%cWre$hL-(}ZmbAS_w~xME=R^AuDa)W< zvl@=1DbyPCDdUexWkkNng^~MD6*OZUe!aaW9-lNE$qEi^zzNqweQ>L3!xIPjKZ>~h z?wj>&vqEiol4ZB$pl^-((zA=ah^?%0`APAo=)TZb(0`5Z_wfNgGuys%uwW>gjy(@I zwGKl{5}z@Ba$?rS6gn!JMhEbdqq9gJ2Noqo{lVwAhrN=_^~!G&-vx?GE%2kq%w1Cbz|GK`iSV~? z{S)oivZ{LXc)BT8ixMbY-zNy0W{h28$Om-nS+Ba-dq)>Z7k$RV@`wd^s4So>nK{3> zRyfDg`Q%bQM!B(A!^$dM4P1-m8t57{P+Jx2k>aNSkx0kg0vL zeaop;@)ECHC!R$5b${pQG;`GNub`$?7MmJ|S-fD3dKbjHpkD$pzeo%c0d$P{p($su zR|aBV@#lT9dS9Vv|DuGwTV=>n?CyS$SGJAx*}-9!6E($^n~pr8D6!uplal!#banbu zxqacy+Jx@TrfsKYl~CB*E&KO{^Q@)!h{LSN4aPomflz-x2h{)*k6)#yY`wZQ^}k(G zOL(>j?H2|5nwXG0U;}ZPqaH7PU;#o_`UBs(r`o&&{dU1q@l!BfzW~)8Ash9ylZ6oV zM~^hJCnv1GIfrH_tFcztfc&m=;@6-=W^ZG=iEQRV9+UY>NAu_~I$h>I&Kc#n)ddl| z-M74HKqEj}Rl&LC(utrI&MUa*-8=HPg`a*J*t!LNpeQ?Oh%|aW^ZBV;HrKF1xJWm@ zl4M8ymCI#Al2bi(&6W47yO;dm4mseIY>j}D0V~>RL&TGqBV0-MlZkVR!U#~mt z$C{}PvbRh{wbLx{1|SH!wMv) z!^X}jD+~nBnDHe8$#6asX1_7;s4JHP@m(gOL-z5CKM7^#oaMFu)W7C;R>s5Vx--WE z{L$^whWU%XTi@@a!KWAgi(>eY_YvK(!ub2m=s(Ed_tF2-iO1pWs58b4PLFfDCu%w8F%^ zuYIPUbXT1RJin%h9`aB0)FN2z##d0a@k)->+(ECZ3^asXJ_YQY>hsUZUG(aV5QGiv z&${?en(}b@#j7g*N&p0U6`VG9dhK>i06Jqd z##3~nX}MDsK>wX0Pv3Vn(Zt+?vde3xso?CfI;O8_frsa!!KuZkLO?n9YS|o6{l)0H z8jhV0+(f;Kpl&tY<)Krym5JXLU4;@SOix~Z0`9vNhvXWJ-7FmZSTDuW%Db;j(=>KFK$wY)~-oDs^&_- zBE>4eQo*(wAwKicXvmNH4wy=}wl+%LBqVf48Y*5&iU)nQ?Q=Dh#@yr&F6IOJ?$bjaQ54rRfuK$Pdtx_-(R!=tHtxr*s6Cw79Xe5 z1$5ajVsqH9HvYJlUu<|ru;U^;&ZAP&9rG}{=I}I1_NEUUK3wP}!Yo(oGM@V(Fmf_e zST?~{-_wX0$+m1;sy@7Fcqx(F*^wtZ@0zs0lxYZN41_K8GAZKlWY2dPqV>#~g#3Oo ziA5i|g^sRA2iXE+KNbl!Yb5NS66C7AsF?&1!@$GiMK;zYuJ-$&wepzr27q}J#mWsn zkJ6Ho9taF8%g(RDkt1&tKEBj{X%b?54&!DpK<+r*xRLNIZjZz1cKhn!4-&omrY9h$ z{dtRZTwxG}hFOB2L|XLp6ZCJ_Qyi#UR(LZq_Ggo@!hT?ZdlVPrM(h;=vf3ZWL-LR| zIW6E|s%-I$j;{Y^KqDF{uEEO_saMs z#G$#z@?Fi;s+;}CPWk_QQodIkr*q&N-C$X7z{On!hqt2gG~@&C7z!|ql?(pkw0bB) zbBex2%)7+WmQ-!u=#^wH!G`@UvbQyjpQj3yR7uvoy8E!y0^XuZ1G2ZbZ933# zqz5O;RJDy`GE)UfNMjM$K#afvm;Jm_E7x114c?n7B3u45ML*y&V%-&X&EM8m&`@Ob zMv)4{JMzHgO+ko1)XHoYZZbWi7mJ~z+gZ5&n=U#1Y2CPi-H%=%$lW%e&Y|J}WJba& z(WV+E>;;%^_e|6qW*&GwfwoauUmU{R-ll<39>{s8u)OfOQ3C85@h;{(sn%{STul-y z{p746yrN8O5~2M0P-AqOlVaB~si)FR`R699calI(v^Rh__FY)lDMZ$S+Dlib!Q%iM z5;xvV%3s#&yqn2=$pJca&ONa-U#qLpHnBJ>6IP7)6y;5+=SFW57+E(PgVV5M)8v}W z4Ku?Uw;b-^g2aM^=qI8NO4PEn(0g!5*3?RRoiCU?r!d;JFHkF?9l3aIxQ(Yk(Amh9 zszY;lFkScPxeB`?`M4_ZHoUoZsh}$zLF_VTC7Nd=BddvG%uDn$sTdOcr^5?T*($SG z9}58mKsHs^ev06-G(RqL_1e-P-h@%o|C>d9bn55c_bNu0(@e+p^DrQ<*fWSs*>KZEtuB|9rE)d5LGj|DIfF#cFd8?2(<4?LK3cV zDelH+Hc43&d@~e;b10UVtc+F0CI*WWg{8&!MMUm8hGAElpTzn>FH^c@~`C&js@5y zgiW-8;*(vdd~eD=mY~GsixVo~VDv{D+nJ`*Dgo1@Tad57%6UaEA&|cY!A5(eD|GdwuH~)gnepSC%OgGmY)41L{{^Xx7tln74R>cw;$%BMHAs@VrlEKOAW^xscwL^$;DdqEebztvCJ zJewlzGYBM?=-TLvj-(ZP#ga=>hGp)Wj$O%S2rjiw7ELS+7M0zhL6S?*8=8k@SHjOK z+#l;lZ%v*BvMfU;#ciYBGQxToJqGy4YEzr~Nl864Wcc`hIWFt}K3V0sQbs2x;GkE> zPTrR9sgXLNd>UVP!#LT-6x$`hUuK`&0N&aG#C4lIdW4D&WW#6xGyQ>~8}aEu_67#c zG8s=Zqui0m^zY{?7$a_>wluNI>k$(RC6ED!z z(rc!qG2^?;hnJ@j#g~Yi4eOwbdd}PcSMMf6^%X!sWgt&pk@dG(I>kc zdhK@(GldxK)@l{=*bS#J;rEhjB?X$?Sp+&2^%e`5Jq^bS1w}xYcPkXlnlyVd%yVPk7V-T5GkL8Orgi(j{BkI<}vi*?`UP6l8VMDL-bysB@5&Td z{)zpvxs6pP$mq?V`N2U!s5RG;MPgsA$bf9FN}~pwhb0*Nkbs^xVU}9}FWYhmN@xo8 zjZ8lYzqPAIOV_}d8l~v#1v%iF`3rjZ;iv3whXwL#fL3a1=T=u`BF3mw zzwejyVvWMpjSeFf%4IXPZy3eit(vE);nCh3J+**tS~^Uz^U%j>M0kFgC9gz(NOTfh zJ8>dHV_@lFU{f1=VYSmlIxwibs34-6k|@WD6f+13S^*&T*R@o%(S7E2zg!NB;Gi@p zikw>E!3-a*Y`5Inf&Hv$k|CXnZgF}uY12QXtY8GuHCR)NCA>^)>&)7XklL$$IpEex z%i>%4Bfl}-vL4Y8@34FtH{sg|zvG1IGq-ztFgy{&AQSl1* z?Q$-V)d6t(rH|MBnk9~(@RZy33>isx=#R!?+|^e70J*|BuYt(yiN_{Z~a9UFJEG0YD241~P|Kc7Yk z4~(|p7TeZdS8eQ1bB951_H^Sfme%givQa%t_arO6D||DdmS{O~UHFlYbaB?N4l4J2 z8So;zl1!T}Xq@bbo_!ZGDl}$-9CKo1;=ZRb$1_tp#q6cO_WdlrWlI--X^XF`CG+`e zi|*LD(s9gTjSP@9XMx=5FvQ?dIzu5*dLghwBw?JGG_hc8yepU$n>*^XM9cp7E*1}aa3 z*Pzz8cNnrk#=4BoQ2HVOc*%(;lOXvr46r}&B$|K)%)!8KCHEFu9GZgiT^6&LfSG<; zd)evLxdx1e2vH&nsVvWvmZ0hJzZuZq{Odi0zFUAlF=J|hxVj@<%g(llgX)!SkX?(t ze9R&e;}7$i6s88&c2st|1!_iJ_dQ+`!&RKQx!s|%KBE&3!ru*JAYs8tnVgrI{Tk7C zZy0A1lS=NwABG}`1YgI(D#ufFJ1UKKGp9yP?Bm=+_&;Hd`{w=8AtiHLj|We=&y;J% zmm$mNQa5D+B;}H2GW%HCOPUA1N_&mmT29p7F2?#Ly#!B73DyPUXcIAoxyj(zUj>(V zq09E>vH?fYx!qHnU%)vhUm8F4(=1r`3s9zhv@%4YKJ6!teg#y34qjT3YzXM4SYYMB zjs5PMrJcJ_BF$xNA<8gbLHm21PW{OvqYN0fY;6UBH~Z#M7iOwx>YT&huaB|I5ufsd+{P`E`YQ+UEmiuv z(`T@16zbFM*dpvJ)`Y#8{S36Fneu%a$so%4Zyv&x!QBH>1S|P<)!PkTLxU^< zl}TmlXa-G9k(QQsCs!gp&ffz6QuT3KKga30>l}}ZO{1Jqq%Fu-_M>xMGCe~<{F6vwT(;F z8!46OfHFq+uhckDBdhdwU6L#FSzm&`S6v3)@#`|9=V+-tBsEQ^;v zHaFkR8tp2}ON@HHP-fh=KW~YSX*6knaa`tCS$vDSxM8N(i>yt-&h ziGOZk7XZ^kqNtJ-UXnh3m zs5!nshpXs{W|L}v7y7&XDM`#sO|jRL)!(|OBGWpV$(%LLC9W}EC456TA_o7t_GaHN zarFURZ6p7>ilD$4_sM+E7gT#th*LJ&^0Up~79UGg7-Q_b%i?9RV`@)G!{*Y9!0k+X zg~z#NJA(Qf%tfA)8p38kq+JWQPR;ku5xWO7X5!I`PqGB{!X_71ffdC*0b=ceDX{m# zb92N8(OnYB>_X4+d>yuzMQX{?TKCBNQhDf0$?$rQ8h+$=_0>>F1a-&~dWU4F^;)^X zGOd_R^P(4jQ&rOWb*Sm8U*hAbNCX}#9DTlAWS~n(a&HMzSYatsxR;}D$JVLJBw*NI2?7w3&ToT>U`M!VQgpaCCh38%MciEa!Su(|j$ut$8aF_nqrDN$J zhefut{`+x*K&+F!j325NB(3(AYiBzieD^x9m?Qk<`AyE!RB~& zOYjgfQgP%5t~b`y>p-)hrpN3=AAY7YO$MvVY0ixMT;!@NAgOzH!BQ;IJO{pLg*AG^ z!6)gy%C1nUFwoqeyH$FU&EFTF1%{A#Yz5Hm>Y?;13oxInS4xO;0d}bTRp5h4$jKHR zgMpT7B`==bKfW_1&^}W9=+*xaZei3avUvHrrgm796AfddHH}TL!~O^Lt4vbuOb;d| z!$AY~KL}d8zN6*4p{_Ok_ON{6;%u*O#}Jh%>p)WzAS=QqQZ^(lUw~zbEsY(nhJMPd zG-jgTah6k|+(^AbPSRaHqsi6+&M(#_cdIn;Nu`f1sL!>3tVFt!HNAL4;AjB}+Au2o zdlpjNeKWc2t&Qz__&TC1o#Hc+SlpF*SG5(8*BEd?T^^hUMlYl9dCHeTo7#QR5S# z8F~UX1q-48#{tGvuhL=PQG|hcUi>*a!u$F5EpSj0vU&I<8<1yFfHzP0N)115JXm|e zs8m3?%>MOV#6ve4_2=2IIWpY0i=XJz%`6T2J~&++$d;6tkzNGBM)ZuG`Agb(pi~Ps zo(|H-W@*7bHOe9?P?-rCPHXQ`M|G&X-#MFS)Ol~XS(Vj%B zp*sUQ#oIo@YBzKdmhc!UFPVpgCJ^gtt7I1-{Imb?)&$JRHroBPv_uUc6xF;92I8g= zt1w>`g-b#{%-HpX1-O^4ckOA20`ERs)h+EeBg6SQ*CD#ArLQp<87_E$)qbycti>M; z&gD@Z_?1Olq!CdT|3_z%eul$*wK;MWR`TbL5l>qX@Z#X+%S{^3pX zl|df?Q`VrFiuk0ND}`|(GoMq1GDo|f>%WbUT#Ts)+_PFdEdy*>`M});A6FXf(ahFa z`JA<{PQy1epu*BH%hv`GJ^6618axwh$#qdU`Hr@zmjH@2IbkV%-iWk3L^VjJfgsU1 z!-)xpp9JhLret>h!W<)a@8sIXxtU3zQA#%aaeX(o4T7F}Me|4<#BPw~2c9ALK{B)z z)?z|pN~z`F``VP97akQOnb`{kdpJLsHMS$d8hT>D@}BD-Yr#xsYO#dVyF~b*1_=)h%S7@ub2>)wi{?qus(VTeN{4uo6HT6a7?^&dd5C2yX+ZQndM$n9= zCGGy}{@OW`#U#A{4H{`j|F^}f;|rtvKTy5?e?0MLVDWG3`|sZzbzB**K$HdGGJQ%! zc{1YVwK2rf-7f>t92;oX zlVhw0X=OWIt`(6dfA##gCou)I7ZIsxq-SIoD2mdZ)x7bq?~0D|(o2b~nzWpX8qoG^ zXG?bZdp{mRJ^_xo;p+4g{tw-iFDf1~XTJRF^K{AS4JV()bDSJwJ4mDTvlbHnr7lT6 zHFR}~8CP@8|NG;#$M28b^!LC14-o&K6aNtkmRp?87WHEJ&zHYu#5GAD5Hu~1f!*)_ z=bX6vU(NRaOM>U`Gyi{iX51hy55JdcT7DC=T(f?$ML3v3HQKhTsjUeUl@6%8lH+T^ z$lX~zKiG5$m0|RQ`eEKot@a3Ry%0RP-;c8zc@G|`CiiSr)dsb-`Qt)=GCa5djaqFP zS}GI8P)S`8B&X9${c)M|mD2k5iypB$5e-2_&KwuYtfqiHxL)-j4~(|YfnPH>k6v!9 zlBQADF6rX$yO(q&J3>~+NCw+vCpL6LF@sK)ft5YXyr)W8cWNA7CHsD-`%_Zc$a!o- zc&O0E9-}$V6Q9s5RFk2ri!bey$$3}SQW4$|w$nojkMG`Zp1raPYbcswngUzcE}#t* zZu$%5NSJZZ7Gdoiw|(k@5LNhGJ-N9&5R#tWTGnV~iF8kNFDWPYMR|C6xP)ZN1Zyab z);%(3%9hZfW_a6y@Ds5>HzJn*OQTU?)rO~4a!UsgK9(|5W3vABR*=smHZN8f~TuK8`BL8hEU@{^L3J!A*KuHK5TSo|i3L4;#!Y}<}L{eT8E0UglOyT8?M0=b8d{BSz>mQ!XpwIV(~xS5>L-u zv8Gz2Gmi!3?(e6ysQh-Y?7VUXq!(2*5HJQ@G8f?Q0-8-me#Kmsc~zv*vY$S^FQIAd z@nibMp<0_cPEe-m;cD~GtAj1?6jP9oK}q9}KX)mo6Fi@X^;@7&rens3yFGH4eM<%O z)KW=XW6V-@NZo3nyoDS)@-vCAA13XETAZ}6D~KlM3}2cNH0K%(81%w#tlora@f+)n zQm-Bg*}ls9uK%VJarN#43y`R3DRb{!BLdauGg(R~TaRyyPpDk?AVO^|`&r&ey1SYe z6Spzji&+l1jSWNo0dOlDYSN5yK3EXkKlLI%s{#40dFDPy3_einjN)}KIxTsqAt%LC zinuM!EM4E2Mg8y!9@%t>qgym#vJnw~mX@xsLkcYvbRE_UR=grqtW`O=How=jdZlIiBfNR z;p$jnsidf+Aj=>E6#JfkTtr2&lQ<+!}Z9mowft@7?d*asS`>XOF61yLQ!{W34q;t+l<(zPqdR|DE@T zW`}}Uau85Peg}_?F(nf}tFfy`#4S1EU^*gFEkx#5GBB%xcTS=D+hBoZLgBMBWG5Rmm*q?>n3W z8+l=+Ye6;{PXK{uctuGJP=?vKB0?cURqqPr1~l`anB=j}hzHcr~R%;Dz&@fw^C;{lLH( zZsJ>`)}fp9^Ht2FCCx_{U1TXttD+fQLfGz&123lL5UzlC* zDj+7Yo?TlJ*x18mDwUVxWnxl~=FA*Nf)zeK8%@>-I1Jpfkg=~bdJD^#HT;0sHUtX~`El&Kam#a_o)Yl+OL#1?J z6MWm<{lTWA-G|#jHs&VHGWtQ1>w?RA<|D_MX+;NZ^(dx54*WwmpV*fd9dLl!ba_i} zI)&!*)clc)DRPxgz$=)B589ATr`>d0(R^nFT!4$z#QRG=+#8mO!1$U#1~#@Z38-o8 zOPP=Tuq{`OBl(k|3!Uuq1~K5N?Lj~ZdpxJAv?I)V36E0U&cuQWLF^!BLSa%2He+_h zceFm-=cQD6-2c@d_S@5|5lvOgm53lPrLvD<-2AuBntQUjgnN^2X8?!(8sM9}x~7Gj z^)dgtWg!bOX5@*rib$q$a@Q#Ec?@DpwwjiNMX*A$y? z^Q7(D1Nf#nCA`$1G@{TM*P|2>J*T=e%m6bUBwVhglM-0X!z-zU#^Daa&dX)@>3uG>uQxMne1vqLLn zlhSUh#?`Bu$_ke6lbG%IdoG=5UXAL}92_es9`$s|?-DXHGd|k;TZ+A&y8DczAM4fp zb!CFUd~Q%jl%LTl<=E)U``jrWC#0`h^zC_VAXe_bo!Qe{ziSGNbPnCg3NL*X71h*{ zp=yV<+V8kzSjj(`61BaYXDL*){qp-KomD;P+{`G+ze*DEHc|XtvVv%j4~org*9=q) zo|y8M`>GP)r<6xVXIyS+9PQrWsV_UUX1BIfq0JN(tH*7BJU;%eu^a&-AY`|Hoz^Co z03~^BQ4eg<<_=LM=3+571`+BfjdQEyQJ zJS3$kJvk~Kk>5i}-DOV^Ah2#W>4V7 z8EG5i)5V(PT4J^RsLwL-MHz4fY04%cG0}6hlp0U3L=Z%7dZw`ilC4OMYeShQ*uKce zR?Ux8#A*s%y5GsGx>ZnTiR$MT2L#x-Y^jcUSEHJ# zi8a3?+_&qoTzXeNf7wDdy8`b}h&+k8`>Xw^tiC`h{PzR~)CtJ_rufoc(N1C*yajXD zKdC$`N*3}5l`S{At42*tz#B^sG#_r*_^N9zmKPLN4)X$!{!Py9lDRY#k6GCS6xC&y zfKKFi8DNmBcIjXWABmTkJ7;TH^W~6OX-hU-mYjZ|G)JcT57@E%0~q(jchC!3ws$ql zc~(bi)5Ql_2uFbUGBVG;2C#4qI=_}4y9zF(d~N@%kn*>vOt7Pr%?o4v2iGgmh9+g3 zl$XQyXYsxLTuq6E^{ue!tjpk!wYzlt>%9o=nnQ&YAPFf{{|p0N?Yly9*By%52tAVy z_X{zbT$`*UMMf2>f2W$BRluhF)Fblk!O;M?rY(!%RbPg1SIaV2TI3=Xa??7T{L=an z{&?b}i{07SwEW8d!_cS(o}=;vh0T?O9odxN!Wy4S?q1ceE=_q#;7n{CuGRCY!i{Zm zj$NzzksJ#1(L^HVj)?7>0iE84hP*HAQYAGu1@p-QW4=c5qAeC?;zDT$MHPMN2N`ke zO3iil47=su@viiE@lv-+`c>#6M0DRd+%5>%`6r-O<*r~b$j3f zkN}kf+rC33i=fAoSkT$v;-yz*#{_Npe8=}_b(YhYuL5QA6zZx+W+5x!$wL~)3bk<>ar+zqIK1D zjo9>je*!^8LYL|$CIXtOJwNKzd@k4KrQk*At4)}~$*2I0p(R-WL5ijlt)QSB#duQ< zw_lrImIOW4!cK|L!E74K?(>OsXWNSe{f}yujMdq~@A38IuIp!VRmM)ch8{u{eP@m; z3x9%rd{;u{7mvO5h2NXg9-XZE9l}^K57rIEN%@nZ4d>TzwwYh@7F*UxOntkgVloo} zIyRJTtGZNF5O2X|1=nl?OK6{@asqw1OkDHy6Y0%mC2+o|`LLk~{%l(^YhM_!R-mS9 zm|k$Rw~?$dmCk2e8g|Bs_(?SgSCf4PnHb^>LbAQw);}3^W(1j)V3n-q2H3}J`z`4i zzY5Cw!gZ6}V79M13K!(M6;kV{{ze8P4lM_J9wm*Z+D|+y!Dmyhoiz#j&Hc>&Zu9@h zZT>u?W&wGy%ju(WY7HFJqAZS$HP_itt!^-kW6wK2rD2P^Dh}=v{F+8;Ft58ZGCtBo zveBdpt4f*GW~w2EDWtA6&;B*IE8V`K&~c2VKAW2ITBARbbOn20EtnmA`^V_QRe`tU z_H5W0!d5?kgU%Y?7UQA<_c5y~eOYCz(Bk}a!G2b;-&zbi_^N=eN9D@k4vi>ZnF&zf zR%L-YARKGvQ;u1cpGVSd+P;8EV|Ev>?1H_naRz!`dkzz6Jgr4YvjLSnc!o`N{X2 z;zRe#DFW0w3;LFz>Iv_0bI+`YOLxFSx_!Uh;@L=YMgyiEOG^m$b&Pv6f+gl>OCG0H zUfU8v&~=h~qFtQWkNMJhNc45zRfqJvY_&)p9mJQjYSOQBwZKDW*;MWD5BTqf{eJvJry zbG`KH4QZ9%mg3`yz9OuT)TMFb^ucnhro2Kh+SVUx-<~&w0Pww|hOr__W^3glBVqCi zwO@#guPo^ozG;o@4HK)}Rp0opUK${tj`HyM1o>MA1x@)#g_ z90yb#j~4&f6B{baYSA1~)tWRzCy{^xK}W0^$J2J%9B}71(-Fr#(o$4(%Zj@iA7X|n z-8iVZ-+I$GPY}MQ^VC_rzssSJ^hCzy8N(H?srDRB1(9aJvy6{1@MXo()y(A~ozhKc z{dIt5H~cbPC%pN$j6wQs${4cY!rH-z{oHH+H{eHjJ>lJp3OwMB#=c&WT`E&Fy z-c)-X|FhFEIJna>sHR@v>J`i&NVQ2T+luEfuY~vu;XO;~x1MsgCUx6r`=*>%yQZq@ zxjCDTfU33mb#T+l{6PD(j`oyBqK$GTZ4bD8`GpAW_$BFZVJk2q_3 zU!G$WrEIU_jA`9m?LT>a>Mgptz|O07=RE~k^4sj^0Nd~;xyF*mkCnsGtJ5j; z8CO7rU_U+2KHW3#ifmsdcH#G4?iYBAWS(o*;xXNzN1Vlu8^ux*-nUk(L7kR!Ci7Oc zXTUv|S)+wmz4?l0&Km7%tW^+(@DN)xae?yGItHBL06%5sJJH6-K1OfY6VW47g*}T8 zg`jF|@rNVdY8{Szl`7ZsySpVrELiX68r6+tR#^L3p7Dxkrf?e;FWxX0$Q3zztqCjq zE;F2oA=yNB>;u`-`bLdZGM48IjQD3l%{?m!Jzsg3uQ*B;qa;y_LO)&iZu{3iADv=4 z?AME}GxTmguiQasF9(2kRr82e%xV~62;!L)Lp4wazcEZbeqZ^Omsv@Q^vk|zix!iA zOSPdrq$)e!e?T@S!vG!hkZK9VQ&QDOJ+|410kcmRyBQ3GL1sAN4GX5{wj5iBVwD3H zYwBHG0@JeKytUIDx7cZ0nVE`EAUI~!*WOVI^S<}>@umpO_U}g%^q#p>W}z;_D;UJCOAIdY_z0I$2*8UR>BRqW|J<$ zk@B2@VaatT;URc8b@8qJO8iAk-ziY*PtGtAmEn=FO>$?++Yim6uGj&!e^+*KKmN>U z5o6Qa{4sTYt^>MC@X=GjUUmMp((Kc`VF2gbGv(S(NZH6#m1+BInFDR^kOQ$qAXCjO zhw$18jk-ay`lr4_Ecb@R^G`~8lBTLkj0zc2p`UlX--b~lg06-Owgi@58DAT%DXK+Y z{EQxS^mxn}*R@-42cSdFJUHhDe5cgU*D^#saOv}(JUU_Raa{;rl+D#294}ACryV)T z+;Z0L{IrlydU_PGD;Df}lNQGNIL=7oh%{IS|Lk4{O?+D0)6@uS6t3L?>T7XYl7Xr) z{e=@NS_b4v_F^l{yUoQO3E5pGlQ0zujwkE)Y$jyrbIlCJ?8}v51 zON`uguQe%AaOiM0 za~wYoKWyDdWSxIG_CB_APVmdcAsq*kv}E!lR~Q6F`CHEGHrg*Y(|rDU9M>hL^P8Xl zbaNadERN%Sa|nGz9Z+@iABSjORh$wK)CAmKUJAIoa9H zeO0a2M^u$sw>et-vV9W-xDo7GMC++Q*YUE!UsQM>vkLtz5}gLLgUl+m>QGZwwcfM5l4Lr z+ozGj#tx0qZxcAGeABXp4RRo_K>>{0FZ^TjtP{J>r&QvG-E|FF}v;noJ)~wdw z?s+edsX(1XA4PY0W-9>4XILkgD^q&BsFa=M6mx0H0wrD2pFvn(Ei%bQ+(+CtvMiIg zV;x1KZmJ}?JY;bq+oOzq=QwA>b{ign`Ue#J(gvM#|7uamM;Wsq$ z1*~!=o-Re0b2vc8`O_zR73eyi4SA9K_}TmNEvY5F9A+FE)qs%3?YDTwhlNa~RYDN} z$I?dAI$Q34Hk;9WnPi=%Zf$#)YlrSSp5E(-X91UpPKNDr`21#pvfQodezgVMQBhYd zfIwYR(scJzrtdV$j)#M4^*?1{_$$)b^(TxPcA3*}q`%jK0RQ&o^#!nqH@)6gg9!;< zT1q*WHKjWu{Ly#sPg*ByT550SF=8|Ob(Fk!kh@4VYP!)f)gXE>pc9u=2RRQS{2fq; z)i6~OB7|3++%gK7#|MdEC z*7SbhYK)Ow5NSKK7Eg)0kQ~TS38?`7V^U3BM_jYgQYE5E7z9JYc3aND&|_u5(9<;o zAW?XL6h?n+%_KGUB%L2RKUE#vmZhE{Rs7J`8$_kW965ho@uv;m?%IDs%a?vrI%q8vY=+R`Fc%Iy~4`nwcJbG?Oa{ z(g0s`xvt$`<{b%)rs5A5#3z;JHvVwG7Q-U0W6+Djrf9*orN9!6*A}y2T!#7) zdU6C3+s+@qI{};keWwg~5nT6%`Aa-Drfyc^oewizSE+bJKokSH{x9sBw{e4&+6Zf- ztE!x3M;|;I;&fqlVzw`iW3gpm9s%Xif=zAEx)7FYb!x;B|GddiN5Es<2a)xekGjHG zjx~X6VvKF;EWx5GV`fN5;dn$Z82mNsq4mm5e*oTW&8NdAqlM8D+WOHG^2AZ6`YX!! zVaE&Sx7k6Z@PoG+>vQ{T-7)dxR(=C37lkbYowcr%!_skm7s6JehJ!1QFODz2JkLnG zPjqWL+$n6L3f~a_d!DJz?gXll&YN z-{2Fa8@Wy}#K78p?W_%YS(Qt5?loszd7(b_+R<+O_nT*;OHt5gagnCYT_QJNZw=|@ zNUtbXcgsUhyZO7?@iSrr$~es|^ninuZRwpY{Hwte{o2wC(Cxjmiq=DrZLO68@~z!r zM99O@!ucb?jlezwRN{#NJSHWC4b^p{fZQ{b%`n;q5_^iq>_~4|^5tDzB{)3~u719& zzIa`e)cU-uqvw5+<+XFQv>`lt0@Qj8M*hX}?no@?Y|Ra=T(}S0D#h|*Ja8?zV*wdN zCMFbJHIk#C^HmfC%Lc=@Lywnw{|Bi1U-#<{0yd&Xz`s<5J-5GvTmB{uJGyodxvD@u zKMoM=br!h0o?;|_lj+;XCXgcJXb22!hj~}()RQzV=>J>+`%}0ax|n%(hCID~_-Hd0 z@O051sMte51dUh`TaK($jYX@+tib&*A<&UDSu`w+l%t2OMe&ZKp3QzG#vB`|-nHcP?z_@a_-@MTxin>9pP_Zulj#_E zu?jQ^_56+?T$wz#AS%w94m%0Nobhuf^)S#2U)GnOlDJD|sIA%AY z=gS;AKCz$t@jUP6rwn;@tr7&?o6wARHev~DvTFb%4I(U8>jh3-^qj7$Qui;Te`kwk zjip`!8Gvj9!?WO>Z7Gm2dj}ueizK<#_KvkNPl^LQFuq*- zp3!UCm$~9Gt-A2-hfo5q{PEp~W?jyOs+p*Ib~}TvQTU#VvXu|AurR~6UdlMAkF?GP z=9Q^?b}RXoAM9}D?UOb;e@L*{l3UFXt|ynF+pFI>dP*`9mj+kEG)Y20V z#hL*v9wyjhH$m=>@~od`!9rOBiAU`2&FOV$lhxCv7@f}kCWQHHQeSF^BdaT zw0XY1Dlz_=mZ8DUy81$SCAQ}me#f;xYPWhj!=e;;VC}cBi*57*U2{M|9EUSgv{45W z7%cT8i4YDhEaXlBc^<@h{RI zEdhHoEhZN-?R7ipfsxhs&HouksjWRAO4Ps{I3LD^w@-FT1;Et43YN=|N28rFZxBAL z6mkU|VuWE>JrGkYPb(fDZluVO*l(7# ze`TZ$Nk2jmn8wX~6+S|lnQ11EgAY?21C2wP0sT#B*{`MCu_ZRSQn@8^GVWJ=sH10( zwj1JlQL z)W6uhwQd>HVXpy42aG)pK^P+>cFftBJ6esE&~ba(vcU!T3kgQRp7iSF3KpI87LSbO zWb?MWojRXWT0F6Sblqa8yl}pozwhX(a!jzbru5HGTKhb*uArnEljz(*N>RLU1DO)8b! zGUPpOOtGyNL|bM#>K2&{K~k5c8FN$})?-qaNnEE0Z(5pQeG)${OmE;CR;qmKLx>y0+tB= z)5ibr(FK^iNWCf5`IhGgG2fd5D@e3r6(np;=I~w9fbUz^>UIJmpsh^brIgmC3Wp;6 zmI#s+S7Rtlp0tuP@F!FeT#*B4x?kxd`N{Ubt^EI=Sf}~+Qbqhf5B`6Q4=A+|YeWCf z81Q{J|K@)>D*wHR|9W0f1o6Jn)%rgJBx8ix{XgRj|Lgb+=l_CN5Qq+Z^8MUwK|4Hx z{PVYnkI&`b4lu3ahR}Tw%FBBu(NKf0K{L?;5^9J+@7%H$zc|x}?}U5^iDoS9>~0vU_HRTP5#^g;|_tfJ&~(!$rW!A1f>|E8`u ziK08iKPedroNt--nm(bLTz>n(YMof1Cl=Vpr=-LuAY`awBr+NA+=``LY8hp|i6ZU` z&7g@_{h@v5o=cw>9d`Cs`_R4t#mu&D*Gx9TO7fsAy1LV5Dsu3>e+Mg>G|~9)U$eKJ zo-z*M3Th30UNX;$Mp8A=1iI}n@3KzK?8?92$PDEvIX7%{!fbikaXY~6UuqDgKTn8g z+;nOTFwWz+edYZOiZ3ea!geqFZl`jcbm2{_QEVRWeDy(mZ-BqV>SV>NX5KGaD#4e7m5Q?5 zy0LGU^^5hKjk~nmnZ3?DbV-evHuq5rY;h9Xr%&~EKR`@MN&WxKH9S+4Wq$lRLsb<~%2 z4E?>mIVddbc@cgZgufK%V=KCGWnO4}zA*^E1J~IPF>Z~fegEvZyU%EHeovA0ZlH(~ z+dxF>N+EnqST(lq;rk_;()>0fR~BJ54|Y$w!SC$5mANHgizja%v6!(+{tfL_Z!AKm z?)K-xY)%^lulH`H=3+u|jWjtEcg$IgfQB#oM5NR*U2kauvtyM8ru+GA@b&ZAKbZrCs ziUA1rg8o?4FPWz53s8Ab-mnT zKDiSPAGL<2?_f_#(ZZ>152pnpDKp6~)Mi0#LuafpU0nm^CFX=lp)`Y@Z;8da$2`@b zZ*dT3AL)g_0n%HWx=ooO;GyYA>|)E@ToEVQVMt`+v60p&0dAam)xXxzk7XpgX7cI727Ag*76!sv>@hC#eN}(j@9U{>d zjLr76hLb1u72MIpQ+)}yqbL<=>{ixH++T2KwB!@a1QYRKIq$eS!Hj63ANVnqcL@8t zpF1A)FluCnkMQ7M8pUrEI)4j)*Sr4I+o1RKEKzFrV@i2r<)^?reS*oO6gHijIEO!q z!NiX*{8UvYc_-GZ(ip0OcNBi)vZrrlxGtX9DbR|3qjXx&&GtB7AAU5KV8o}+`KEAn zt>#|4pm#||=QAV7(kJQnBUrRTl4CCp)mTr45Fe-O**)0g6Zl;lO(kaNMH!eT{(JpB z>Hen)^40~~0lHZ6^ov49d^{E|&rU^ZK3QY!bT2=-zX_EL*94&%3PEpPCUYK}(RB1A z{KeiCZ}M%@ew*Y5j(y3_8Akjl)&ex2;vvQ*{ycu=w&`0@MNB|ME-e5taC6hguUR{8(3hz(5aDE$s2oY73|Lu8i2NhnkPnwKAqTv*F8 z-SkQuE#nvK!>}j^#)8!bciiPkl(K8+x2>Nq7?k*aiWpx-Z1CR~JmS1uDW$UqUqu_T z9o|`JtNiKhjzUXJDvDPq2_ATw{J4}g_K0D&20cAx6^bRhP$a)2`Z1gsE>`VD)-WM} z2zMGI(qA9;k%Bh<9`*Pk*O_$=5o5=2ookPDbI%%gJv%mjm?7?xkXfNVQ1OWQ7+fYv{0k8 z6CKT<=2NLTM*8L%Bdb${*3ICqfRi*sHRx1!wgjdW#xq=RjbSg$$Aw9K!}XAI8ZmtJ zEBR_7{H^A_x$}eAJwN*g!kk)5*@=!wstB?v2V2{|1Vz!vJ-`#E`!W+N)O0YWC#CC} zF6N`?Y!aA`ig=3g4rVa~r@S{ldvZjSbtmz|aq z>x@tqO`~Hi4yd8q6##>-43{Z5)R#5K5v|4{twv4L5Afdjs<&oQ17(4}dpShOV;u}i zbgZsiSzZqIJ6nskW>DlvrL2plQ$LQ_lc&_w&0ijfrY4k~Gp_k9gV1|4s_?rg}s*^Z>4ECvnb>0G8v%uHrnuoR!uS#+w_Uy6$MtxJ8HQ`7 zuW&MBClC4d$I3V6w*Pl>j@iS^k)KG%^H-^OuGlmrBDRR~VT9#wTv*mieu6c9C(2cK zCs7o|L{z|qg2%U^=%04=^8DId*lSeESYJD285=3PD1h3tu)n_odp1=JICHBzvy3?7!zP zZ9;dul1iwJ^VDrs8VdQme*_R1_^oB!XPXp5e^&o33Yz*BZaW;dhxDN& z8tLo2_{Xs^BD1nh`8|!k}++_FCG(%cjZOVwK z7l#qjxJ#4Wq*=_|#Cm>H@9!6-a(XMZExVm{=QhNHIZf_SM6OrDCp~DZGv2f-l;G3Z z_jhu>$tbI68cZqk>HQqmTtCUogukrJ7ujxp&K0{%k}e^P3+ok0m3@fk`J3;Kv;B#- zD2G#Sh@Q%&{!t!7=xuNdRF**ch%~15%@_z9TH34p#{!wIvSXnYncb`3CEnwc_un` zby;^^vBouaz0`lAjgo_PFhuknEk5lo$BXePwbUAbJROaPNA9fnp>eOTT*r>qaVNr! zITulX%I-c0euY|G9#pU

<)*F z0xI=T4P|q|_ZR$MI#MJ{GWsztzevk=9?0XLwenz8gO)en;poLU${(vzxxXRFTx-O< z;o=E^se)A4ezQq4Ob$6XJ(mgn zWbKeY?QKdY(@(2e+rO#rg{S#OlzhQC_Lc#s0v#`mtxoOgU`2 zF^`kGVnc(;|-;H@^oWnIu6lm)~O`^hhHXCmw@Aym?>GOKcQ;_LWwr?KrwcUku za}C`=_QL^A9%{6!5A}I||IGA^5K*Z-JHF!23Jvc?rTK|3`#D%M`~`y6JoIP_Uy&7l zQ{X!%x%@I)_j0vu#mbUl&%m57Z3B0|Arnzd_xhz+qPDVw=Jr(q`-+%C(BvH?rdoVv zQ$)iK@T*#lLDXsbou1#`yICN4*zhGnmvgTqUxuWvB@v%JGN33>ADTc^4mkKZ4|c zW`U?_5l6~T|F;Ei=n8ePj88t08sI_B}6Oqo2j?BVIaOor13O5zFmF( ze1e0lV>3EO-1Pm6h?*S;Jb573#O+g0Cf-SA<$MK5-pg>jCn;jE+j3Km0_w{OysEvg zsXJu6oMfaT0Z0|utEk<)+Qp!ov;FJp`_3uV=^N+Jx%Hl4m^m?HM|79Y@-(Z;XbWDk zwvpYWQ2OvlJX&^#w8kbCl|(4ht`k%mZS9~XDc|w!2&tSG|63_b_4_zimfWSoeX|W) zney0oJk$Wi3kDb710fY2lC(A=hS5NyRgCxT>N@@Rjs4S-4zy4abEP?Z6Aih`3;v5+BGQs+$8>>KS6i)T6XF9BmRG z^^rYuU)_^@zc`IvwXZOa6B31%3Z7zzIZK>p(KxgdXrR%U0%Ls7)J zBbTw@EKjg6wEC)9DR@QT2-8UX^2Ea4^J>kgcm7byt6sNX@IH;xDHL-~Xy8j5v-6@?e|ih#T<%6( zLg1wv=V}Dz{|sdOYNH)>%wErd(nvPN6|43~8<1q_C#N!~Jzn3_M5X?nYHF27{IRYe zoF?3L6vu65+29KW_m%{{PKFVV(z zd{`q#V7Ccm_vYwmJ+AM8C!iw_Gl4;&8ys*FEMPopRJcY0J35v2Y#vlhy?)2=6S3L||c@ud(&Vj#b%<*h+Ev_1p4%EHKTPB&sCXJHMfL?EN2M9RRV=MSMe^@@a zhtOd@0`e|Gi2WW2aGeM$+0w1fixI`v^1cFvk9mx(j5aU@u6?Hbyp~y@c=}Ys2Rnl5 zYFwXw5}TDd4`;ajKJRxPFVakBCm@NZ$E##TZ+Xt$32XA)pvi#tMvgtj5AAU_Ruy~! znJsDxe(>c+oZ@Lk3oNa0hjRb=uo-UD132an@tsFCdH>Zr0`v3Y*qvaFea}vdXP(H4 zY0M0%Td`cN^YJ$k@9B4qt>#81Y(jBLZ^DLB1?z+I@y<>jEZ6puui#`*rClfY9VY!E z2RMhkcc76w;sqC1$cD~(eo7GI;QDcZTfD-~Zx6W2-@W>DjA`+3hsihT!ozhQ`ycFt z-7thY2L$L+GXh*ZCX?>KAo7{3On!LQQh= zRN+G7=M+%l`{<8r;D_`QW>ul0{V5xb_lw-5fy>B?z`S=p81dA zOjJ_QLe>ZpX@Kt!u3s>XmIWd|Fyf2X$=F9JFa~?3aZ(96LEPZ;8 z4Dj8b>DZB++>;@b?*$V=o1>g`H$k7Q{Q5rOnqrMLQ2UUH{(%oWCUXW+dWNWlJo^MN z(Gm9uQs{;WXIqy8Y zJed;&yvajQ%@b*|g>KeVA~24Ov!Y3D+Un?~`-^kMxUV_h@G&_>T=t#QKq)OtSD3$HnYK*nCq+IK`&cmYgh$%uSfB%3$kBN>OU;UyuW+N_XM2gbuj)trf znC#|XULqTNoMkmUt4v|#wanhjl|CMXaaiHYLW^2KpiT|O@un83P+I#+7~JIL_&A5y z9?BX;M1YE8tqh2HsK>$T;{ChXJB6vAS6SdrU`L2aoS$a2tx||Cl>V6a@0+0vyyE?$ z4=*&G;c4;>|1mqaMDd|Xr6)Yf{;hn+7FL_Hb^4Lk!V_M(bSR?iR-@)O+AFm2b+m9M z0WhnJ{jcItM;`ZxLT-Y3#}Cz=Bzw2RD(su>?H0M)2baY8{&KrwJBc66Cn{yNlUg8% zc*aThYkYLs7V}8hH^PE|a0OK}ebvb}^hs$azwaDx>DmTTkl`2xAp%n$B@TF^s_&*H zc&?;-dG}7M9XyT}gg@*;LB#7nzONlr6=WkUvh=HP&z+0OhhJ)45%x38&TqAmuL=B- z-OhIOqZo`M3z4ikS)2o5uK})) zGojoHnIUXIpq0Hn=DSq88-C0$ekw7Zb^Y$K`C&&-_WpQu z8T{Q#7kn!A;X%#KMmT{+NDsrZ*D++k>bsnX?2D#ePxhAtm+PGz!}y?0&Go8p-o?S@ z+2^2M=n{Ki%QSbGmD}4jNsPB>l-}EHdZ1TKvvzYy9q1wzjR-%&{r?l!5h(6Kju^toAeyJ(RbLh}w!VV}FTGYE2fc@9P@cYZhyS;9=1FKc zeoTzAR?M(QG>%1#MuwnX6YF+mP0ke?Gftk28B-@?;``r+Q6q+-GE?D)X=^{?_WwQD z^yW4+yt)y8d1Zqex(DeLf#zn=;*lU5*`6%2B#UmhZ{_F-U`39Fy(#Q_oA(dGAKw~> z1ML+t3nYDnmr%Y62fK%0S9%O4m%WJLsV2er%YRcgIwwX%B2I9j+XLhhQl=C#9eA-BTpgp#9?o(rD~J zJup*}!GQ78(Xr=kZ%8T`=1F;yoN?*!pSs3Xzr^yX~qyDC2Z>DbkrV(p9B6 zc<>;0?%ai~Tesoh;Wpt!w8tp@3;;b<4t5$k4CByi$av!~;rRCQT_P#pK>%o=qS&k@*I^w4Al@~Cl%_z5oybdq|q}Z|A2;R!CdRi z)lXdc^H&wKQY}(c2PrV7HM|fZY?PLUkaU7noO3v8cmV3DTqmZ+xX7Azz}H;Z{0)ri z-njNpG&xm-r`*XMHhEF}NL;mO=qS9)VTjh9FH4bJ{G^F4+zX#KqT>bvoglU;D)P<@ zVcwvX!K%zsg7}cz4WK`4mJ+Ijxw5(fC*~p^qGU9YS&+EJXGsQ1Ii;IhMK4`JCh5}- z_?sG(&t34(ihK&qwPE2=V@-4tFbeO-$*Xi}K!-+<#vNsmOqU-=Oi%Q3z==9J3M0zd zwPRtHV__fRha0*ok&5QOeoynB>AaZIFXP>kVWDW-v`^I>k8&!MNUqBQBVUoCXK$_eKb z#(5O2Bq=Qig1qF%U#5+lXh!1CoNTD_>TRdAp_}Ds!SO~)OsEs8KS7cybmd=SjL8*d zIEeaUaN0x9O>F*o+R=+92eO+ZmIr(0S^|lB1<`HhC61JchRZ_h2s(k4IGiq?T84Zc zgZW+51NaR)o-C&~JIM>n+J#<@u(syp_NEM5p<4p6FZei;i(y_R#?p*2g~k9U3S1j*3C@Pax-Xg!tA+ z^_Kif|n8`8_POiPlcZn;R_qRGIJ8&3-GUa&Sw*P~B z|L|u#{?tpjVA2U_YI+O%_Z?sj*MX*@B_5fJU#O~ko?f%cl_J}V#HGRSzMxdtLPjo& z^qSQu{qu9^*|#^M%^I9LkhLC!v)e7?H#ed5*{9%C55|!hr=$JUGm%e~f}Z>nz5&di z1g7N|x>Npm-h-2c4l^9lK*kd|tbMZ49=d=u{Kc=mfls=B?-njzw;3JjG*+HCLG_e& zT?sdYhW}B;Lv#JUOi#Q7h>;nsFM`ow?X;m22@yQ>4`CEQ5XYh6GVff2mCcIUg@ zzbdu&$iSnnpZIWPUR%!~Z0I@-)5{L|CxP?P zt`0%jRR${B=Sxb$lfKcQ6B&TTo$S<&m&3lCsyh)CWyd2^G0$%|IZ}$WlMM{KVchON z-R9CBz*=HAN#mh4EqG-0W_;?Cm!N)R7f!5dMk(oz>}e^@UNTo+cJADY(&6J!efmGS zdU|+8G^m14<((=2RFMzzO_gUtOos1pypjg>d^p+gWUe|J*NoBv}QcD~e%?!(!@_#Bow9bC(fNu%bp;TU^H4LoE$Ae!gScy)Ryf#HUeApOGi} z@`+YiIb^4>ICo+E;(mpRvmp;+d8q23s<8^}85WOd$%K(okrEy$zUFe(uX@PPd5C2o zFL4yE7I}Qpd^=q8>*thHC={cKpj1nGh^EmIxzeF;SA4xEyP!`-7*}^?5XT@tXNab~ z8d|chZwzY+LAc&V67(fWzvaRUKFWfw0fuqd;rs(pV`y1IWk%2OHKX=%@ttd1tRDC> zk~nq3w&3vQkVy73o-}gMDdDf0k7DLioU98Q09!x~|4&hxd_D|iE~Fi1)(Jcy-(Mvd z%*32VV_BFG9S)-Mi{>m*r;L8|LxCi_!e32k@l^yq{Y45T?HN1ufv5EWL8Nu=s248o=S=378wk={$R?sSfEi}G<`&-pc;Q=Swk__pkAR2*XX`;#>zW&tQ>*DC!r>4P6 z<9XyrPvVP4216^?vqI~h_E8PDou!`h(uGy z0p*qnJyDspm?+UWCxXu9)v+%Tl+H-?+?ZA#Gal%ZW{PSIYns+ZWH+%B2(!+lVu)Lsx4G3c5I3DakvN^m$m*iS$BHZfcK3FR{h?vD<}y*!xyoJ#SZONsiY zq|S52K+6DuJwd8ILffLb^gVb8RH7f5DFg?U9w1AlJCO zaYY&5ytN9L5+Z47Bp8JfMJ}L~XuS-YSmET9;8fZZrke1P3XPM7RDw6|TfGkFO-O+w zw2EvL>BXlSx(FNOC4DyRo4R>9(Nqkx>u}vqk-Dr;^U$Qh=>h5pP@tT7*7${@FfPB* zjQX*)cPEq;KAWEIFQ4)S(=EgAwz%ajt>c3mA3|=aao4*snXWer2H@~>hTiSK^oHW@ z?yUbD8GxlSccRq7lmpkw%1Yn(`_P6qeD_NiVba*4*xa-WN4j%?@wbPB3DR9a`f_wa z<;_#NJR@+aJJCMWb_9D`T5&t2EtUWP1|&&DK~%|{lTd&BD17to-(kU&KV^pnd$_U}Uv%?zVMM-uL=Ii=^F zxLfr&1~j~Y!yo)GI_m1#=`bRk1Saf67`rl>L`Tl$lgQo);GXapxS;gLA*P+vnBKL| z@22sW;^Ot2v36_?_J*fQBk=ha-=jBk#*{cj?eJdN4Q@a3t{Q(SJR|Vd;e&BN$#(*1 z1`1snnd17;G#T$2Wbf4P>9bD5KYac(zH!$>dAkei4)kEp5ul?dn2-!C$z!<7 z{?x%Gm^*d=YLCg_@=srYkAHYB?p*W$o_pa%3@8adTu!(|6YD?mi!vTb?*wo+=|-2U z7=T~+Q#et5Be$l~9@bY_%n?z+fu(Ksth-uFqi?>sCm{{_h-~WSe z=SDIk7;LFh=0x8pa(_xVV!J7XX&JN*>be@l2CIEQ`tk$AZ21bphaH!+0l5116j{~nj$ zJUUxDkX`pD45&R-Q2eQpG|0E8oJ4Zk2~NUFw;Qm0hYOMpx80MTB4#__L%GUiZYVFk zG&2JS;N+8M;PBRVti0*JvG?`;J}v*sZSU8OmkMdoZ$P&n=)mSD-ooq48!>FsU`+qQ zNtpkU^YE9y`~_RKZfB>vY1;JrRO0u6!STlDJ9;ni^Xx>8i4{yVNIOES=IWgf8iT^k zpQa2s&1*rX$xeF&qlvLL`wV@hV!Pt5F-=!7vpHajx6yq}yl-;U(ddmIlA z*KT1_EM-Zgrl&#*z~!Hq!e}82{eTxjROMAaa|t(@gc;?pil%-74Gm``tXng;Qj2j! zKl6AWGeS6#0)acH3Gs|H;(ih z@!&rtku#AHQR-DR+{*GsmO;^*zvio(*lOxCa8!-WJ{?(D`nrl(@eX1ojWmg+b**De zouK-;Bt&wd*(dCoW}R>CbaR95L_@S0ib^dK>=`hD&8sT?>@VkAUi*MEi5f*t;;sPln5z*2w=EwIXWy6kkzM`YSl_PU1 zG#?5JfCORbB8_8=$8Eu5i#(1fFB}aYycg9$S)k}yyFjKhT(GGD5#IIbn#&-z9ze%V zq8a$a_lQHq(J*dDeV;Ct#n)&uQNh^sA0(!kC?vs6q7IdtbTbiSh?5W0xIpDF-&dt; z{&WMOuH1MS4a7wA6uwC}k*I4{QKH(#)gU7*q>(j=ehiBRybJZg!U#6NNT-Daqb?EL z*fZsTgeUGnIC1ENhGR)yN8*dUi#mxo28Y8s?*gS{3p8HciCEDm`9P@|s`X%^Ptx-f zr<9Z%jc{_fN2&OAZI+KDJh9Fmyc=5@5r}bdgXcV(_e923#rP}z#v?%~vMLt@rC!W3 zqc3+lm;DeSoDf$Um&75|5pSv{;@X8@E=B_|;l{D(Bro9%yVUs09}FYx02KFWEQuba z&n^LFMy)*9HSYdNVotY1@Xb?Ju>RfCv<#w>Zy{Fo$<+1hc$42GPNJ20Ax&D#baM(wq=N+AJ^DUybow_em+&&B zXwJ^-FJfw*{Pb*^^aL>fy 50 AND id #EXERCISE 2 #Read one of your toy data tables, make sure the output is ordered in descending order, you rename one of the variables and the output is limited to the first 20 rows. +dbGetQuery(mydb, "SELECT id as 'Toy ID', toy_name FROM toyInfo ORDER BY id DESC LIMIT 20;") + #Read the other table according to a condition of one of the variables. +dbGetQuery(mydb, "SELECT * FROM carInfo WHERE price <=10000;") + ``` ## Getting into SQL - UPDATING @@ -123,6 +133,21 @@ dbGetQuery(mydb, "SELECT * FROM studentAssessment ORDER BY id_student LIMIT 10;" #EXERCISE 3 #Insert a new row in one of your toy data tables leaving one variable empty. Change one value in your other table. Display your new tables. Delete the row you edited and the row you inserted. +dbGetQuery(mydb, "INSERT INTO toyInfo (id, toy_name, price) VALUES ('51', 'toy_51', '55');") + +#Change one value in your other table. + +dbGetQuery(mydb, "UPDATE carInfo SET price = '10001' WHERE id = 50;") + +#Display your new tables. + +dbGetQuery(mydb, "SELECT * FROM toyInfo;") +dbGetQuery(mydb, "SELECT * FROM carInfo;") + +#Delete the row you edited and the row you inserted. + +dbGetQuery(mydb, "DELETE FROM toyInfo WHERE id = 51;") +dbGetQuery(mydb, "DELETE FROM carInfo WHERE id = 50;") ``` @@ -159,6 +184,20 @@ dbGetQuery(mydb, "DROP TABLE IF EXISTS test;") #No error since it is only if it #EXERCISE 4 #Create a table that is exactly the same as your first toy data table but this time use SQL commands. Display your new table. Then delete the original table. +dbGetQuery(mydb,"CREATE TABLE toyInfo ( + id INTEGER, + toy_name TEXT, + price DOUBLE, + create_date DATE + );") +dbGetQuery(mydb,"INSERT INTO toyInfo (id, toy_name, price, create_date) SELECT id, toy_name, price, create_date FROM toyInfo;") + +#Display your new table. +dbGetQuery(mydb, "SELECT * FROM toyInfo;") + +#Then delete the original table. +dbGetQuery(mydb, "DROP TABLE IF EXISTS toyInfo;") + ``` # NULL Value @@ -212,6 +251,27 @@ dbGetQuery(mydb,"INSERT INTO test2 (score, student) VALUES (NULL, 'A');") #EXERCISE 5 #Recreate one of your toy data tables with the constraint that for one of the integer variablesthe default value will be zero. Test your table by inserting some empty values. Display your new tables. Then delete your table. +dbGetQuery(mydb,"CREATE TABLE toyInfo3 ( + id INTEGER NOT NULL, + toy_name TEXT, + price DOUBLE DEFAULT 0, + create_date DATE + );") + +#Test your table by inserting some empty values. + +dbGetQuery(mydb,"INSERT INTO toyInfo3 (id, toy_name, create_date) VALUES ('1', 'toy_cat','2020/1/1');") +dbGetQuery(mydb,"INSERT INTO toyInfo3 (id, toy_name) VALUES ('2', 'toy_dog';") + +#Display your new tables. + +dbGetQuery(mydb, "SELECT * FROM toyInfo3;") + +#Then delete your table. + +dbGetQuery(mydb, "DROP TABLE IF EXISTS toyInfo3;") + + ``` @@ -226,7 +286,16 @@ dbGetQuery(mydb, "SELECT * FROM studentAssessment LIMIT 10;") dbGetQuery(mydb, "ALTER TABLE studentAssessment DROP COLUMN email;") #EXERCISE 6 -#Add a column to one of your toy data tables with a default value of 3. Display your new table. Delete this column. +#Add a column to one of your toy data tables with a dAefault value of 3. Display your new table. Delete this column. + +dbGetQuery(mydb, "ALTER TABLE carInfo ADD stock INTEGER DEFAULT 3;") + +#Display your new tables. +dbGetQuery(mydb, "SELECT * FROM carInfo;") + +#Then delete your table. +dbGetQuery(mydb, "ALTER TABLE carInfo DROP COLUMN stock;") + ``` @@ -248,6 +317,13 @@ dbGetQuery(mydb, "DROP TABLE IF EXISTS test3;") #EXERCISE 7 #Create a new table with four variables and a primary key that is a sequential id value. +dbGetQuery(mydb,"CREATE TABLE test3 ( + id INTEGER AUTO_INCREMENT PRIMARY KEY, + student_id INTEGER, + student_name TEXT, + student_birthday DATE + );") + ``` ## Filtering (WHERE) @@ -278,6 +354,10 @@ dbGetQuery(mydb, "SELECT id_student, gender, region FROM studentInfo WHERE regio #EXERCISE 8 #Query one of your original toy data tables, for two different conditions. +dbGetQuery(mydb, "SELECT * +FROM carInfo +WHERE made_date = '2020/3/29' and price > 10000 ;") + ``` ## Removing Duplicates @@ -289,6 +369,9 @@ dbGetQuery(mydb, "SELECT DISTINCT region, gender FROM studentInfo;") #EXERCISE 9 #Insert a duplicate row into one of your toy data tables. Then query the table without including duplicates. +dbGetQuery(mydb,"INSERT INTO carInfo (id, car_name, price, made_date) VALUES ('1','car_1','5200','2020/1/23';") +dbGetQuery(mydb, "SELECT DISTINCT id, car_name, price, made_date FROM carInfo;") + ``` ## Conditional Expressions (non-standard) @@ -360,6 +443,20 @@ dbGetQuery(mydb, "SELECT * FROM left_table #EXERCISE 10 # Create a common id variable in your two toy data tables. Then join those tables so that your query returns all the values from one table and only those that match from the other. +dbGetQuery(mydb, "ALTER TABLE toyInfo ADD car_id INTEGER DEFAULT NULL;") + +#set data to car_id +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '1' WHERE price <=100;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '11' WHERE price > 100 and price <= 200;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '21' WHERE price > 200 and price <= 300;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '31' WHERE price > 300 and price <= 500;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '41' WHERE price > 500;") + +#use left join to combine two tables +dbGetQuery(mydb, "SELECT t.*, c.* +FROM toyInfo AS t +LEFT JOIN carInfo As c ON t.car_id = c.id;") + ``` ```{r} #Now disconnect from your database diff --git a/toyInfo.csv b/toyInfo.csv new file mode 100644 index 0000000..42b2706 --- /dev/null +++ b/toyInfo.csv @@ -0,0 +1,51 @@ +id,toy_name,price,create_date +1,toy_1,52,2020/5/23 +2,toy_2,99,2020/5/23 +3,toy_3,143,2020/5/23 +4,toy_4,185,2020/5/23 +5,toy_5,225,2020/5/23 +6,toy_6,263,2020/5/23 +7,toy_7,299,2020/5/23 +8,toy_8,333,2020/5/23 +9,toy_9,365,2020/5/23 +10,toy_10,395,2020/5/23 +11,toy_11,423,2020/6/29 +12,toy_12,449,2020/6/29 +13,toy_13,473,2020/6/29 +14,toy_14,495,2020/6/29 +15,toy_15,515,2020/6/29 +16,toy_16,533,2020/6/29 +17,toy_17,549,2020/6/29 +18,toy_18,563,2020/6/29 +19,toy_19,575,2020/6/29 +20,toy_20,585,2020/6/29 +21,toy_21,593,2020/7/15 +22,toy_22,599,2020/7/15 +23,toy_23,603,2020/7/15 +24,toy_24,605,2020/7/15 +25,toy_25,605,2020/7/15 +26,toy_26,603,2020/7/15 +27,toy_27,599,2020/7/15 +28,toy_28,593,2020/7/15 +29,toy_29,585,2020/7/15 +30,toy_30,575,2020/7/15 +31,toy_31,563,2020/8/17 +32,toy_32,549,2020/8/17 +33,toy_33,533,2020/8/17 +34,toy_34,515,2020/8/17 +35,toy_35,495,2020/8/17 +36,toy_36,473,2020/8/17 +37,toy_37,449,2020/8/17 +38,toy_38,423,2020/8/17 +39,toy_39,395,2020/8/17 +40,toy_40,365,2020/8/17 +41,toy_41,333,2020/10/1 +42,toy_42,299,2020/10/1 +43,toy_43,263,2020/10/1 +44,toy_44,225,2020/10/1 +45,toy_45,185,2020/10/1 +46,toy_46,143,2020/10/1 +47,toy_47,99,2020/10/1 +48,toy_48,53,2020/10/1 +49,toy_49,5,2020/10/1 +50,toy_50,45,2020/10/1 From c855d6749e90c9f6010a25f88d999e3e2624ca98 Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Thu, 28 Jan 2021 03:24:05 +0800 Subject: [PATCH 2/8] Revert "project1-YirenShen" This reverts commit 35983f5b052e5928785371ef10f8d5ca368d0cf6. --- HW.png | Bin 198525 -> 0 bytes carInfo.csv | 51 ------------------------ sql-project.Rmd | 101 +----------------------------------------------- toyInfo.csv | 51 ------------------------ 4 files changed, 2 insertions(+), 201 deletions(-) delete mode 100644 HW.png delete mode 100644 carInfo.csv delete mode 100644 toyInfo.csv diff --git a/HW.png b/HW.png deleted file mode 100644 index 59d8c981d3d6584b013219db7b295e0a731af892..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 198525 zcmV)rK$*XZP)Nt7N9SeQm|s1=68FPH>lQtg*mQBt98 zy8>1c!A~b`#UJ=dVq>=s!IU8aJqnUmY9x*2FfXYWd(i4t> z>2wX&*CyTls{DMFR%w+Uq13byHny5{eCNSUczAO*`feQ~)G+HHI(Bf~cE>8M(keY# z3F&OxK_f!q3??gx97!?8!Lz?^+csVMcl_bs_rI4;VY#shOTM>MUQ5o0os}7B0)m|I zxAa#FZ8L+W*@D^DCN#6|dbX8*$8^6*Um!nNO}e8y*WGzCnRfT4Fj-qm_d=*3RCHvm z*`+Qz*uLJ)vHE^W%fio&;Ea=ujnBf5mt3bazl7KRK9)c9O?kb1rMB~OAHGt5@DW>t zu_oay!dcjt?u_*hR4F<=w&wDVYWvt~;=!jS!6)WG(!V$M?hfw{ z(cfjC@7nLER4c)f(5(blZ3D9z(J7=^NXz6MNePbXHP&m;f!9K>2tP1xVK^&Oi9 zA|4IjW12;DDKLE1#0Mf=h1xwM*vk3A!>?cJMVV_CxbH3oP2g07I!bd=vhLhQv^GSPR&r(+Jdc4-byl8N3)byM7>>I!E|j3 zYwLSpy1ow6X?KmkyYpnS*2!Nr$y*Lr&9BZl9xZXK@#5oiaER9)f*-whpO4Yeu{2bl zq56-}phahG56mxT**cFs8yl;gz}hn7{|^kTH~b>pci+7kp3Sae zG5?21i~pvNs^G{YkAlzq+ONR*zxYOY;IIE8-K%9jM4S<6^wN(Be^cqb7OGyc<1iV^ zr*6nv&N;f@cy9Pb{M~W}9oq)8?)u1+egxin$-jaR{=sM9_B*KV6BtN-(1TMtobUt3 z!?90#!f1t8X_Z##kxg|+e2!e7q~l3Pt;0RvI{@GQ?!&$J)?lkUnn$6AtF%h1G?b9c z)*Y!vrU7Adt0Tvo!zB6pI(cKxkPuo5pNj;xMFQl(q#>dAuuUQhfU(+C?~0WPq`=dD z>YlX$1&$dhwb1~alzgZ_CuMq7%eP{r%EXdg)$^6(zDkcwS{8l|2F^-2Dzg|Hdw*Y) zBD)6XJ&9~V%HT^yZ+^zI6_9Xc%p(3hRo>e3=u)H(RYGI-?cS1`c9ZXl)N-^7&flt_kqBaZMJr(?a#NcADmX zlU|NV_-cb08)YGGlG-XKV+E7Jf*5Qo({%(k2m>#0qQx6rF}%i8YYqrlBpPR<7?>jq zIDv%0h_o{@T(=}hMh4r8jmR-XmN5fFZV#R0x0Ow=Qa(ZMB|N}Q4`yJM+muN(9y`h{ zXDs%4jo=*--L$QvZw*~r8}xoGp6Mcvet!O5R(h|hF{@aRqTIbif1B9}L|z}`I*_?vIvulM%E4PGmxvc(k%UQo%wG)i9biZ_t=xDU3n;uqJyHeI@$behPwW_@6K!e!4 z@BHuWrm^w&c@KTF=y_?h9^#>vHQ+C!j9+HX9_+j>>B7+Sv2w@0e_R@eRqq=}$qb?_ zu960mjKHAk&cI$pei26IO&_EWOM|4GmRMlWyBNK(D``70GSA>U_Iz158j=Hcd(JH~ z0uSM+!G8<_Vk&6Eh@WsyjGZo09PtJ%7=VRmBYOTvfqiRP~nZhw}OynCU+$jK7((sBa9GyE2OJ@v5^o~5oWh`$rHHl7|6OK_El^X+fXr6(#90* zCV6zuLY;m;7SfRNZcL$CemC~)a89;ja=}W$gERum%1#j=NXY2~94x+O0~8)D-Nz(C zmKc6X7^+zq3NWOE(7(~M)Q$&DCog3z=PmO16lxzI>0n`R%m~~w@bmHv|bUW?mj_0hVlw3N2G^5!1vW)%)tkwC? zo)I_}Ja|mT-(-;O%ECkV0mXm(CK`V~`+0O**7YL!uSj3otU*~M<^_gz|kYySGlVHP<-(Hm6WDACI7Mp)*&V5ZYe&u zVf?%JsLdOqPbVT_kE#c_asb}$6|zK zBXG-eUjV}MZ(w{}4`CO)U^Hu$Tg1YY&fzgx2C<31)|l=sWL#-5Mi z<7If8(RvRUfe*D^c#-jH2N@pP3TH*_5+5m9aMgw4pf_(sIBG&N>H<(S37PLGW8pr( zljQkJ-oFs?z2#H(1BP2kZHzs5mKqTF5ezSC<}$Qe(%6DcpAQ+UhUfE6`+cc03)nbV zoxn0i>+<=o!-UKC`+`PgiLF>{yQ;EP=97+pTT9-)Z98R8VA}t;X{rQ!$kw&N8-XoM zds-}56YNz3hZulm@q0?G(KytZGzahJ)&!QQH(}-Z5XIp%O>M+r|1Tp`b5f~@alb>vbuF@*4(qkt*>8L4u=O6p~ z0k6_3tL5_*m?vHDM?CY$haqruuR7I zhA{m8Xv&1>fj$cIniuS<{(FZY9hA@)APX5pMyiUMm~?&If1y%usw5bNkcUC4D(x0g zDv+(0R=%ndy|obDvidZIxp9Bdof?75=Xx#En(V%5@q`$GY4Jo%Mqr<< z(0z$&AzCgmTFF8sF-EnCUJ>mQZv)9gzD?nzc_CEV8X+n0$q0$cepegKD~~?z zT7EwD`>#}<$$MTIo%f5>VaRYbT*g@0J4tz+EWe@hw#m2kbI8gVGs?|dB(ePkM!Stu z9vQktMpp5x65m9;UjfHkceo}vxTuWYh_*M1vYUB85RWMKl1gw!FY4ZkfsD)&ep9zZ zkZeQA6E4%w+v}S}Mz662HjCh8k&(E}Un2_)$UXDY;Cnp-YUEpsc;zMXUYK@?P9Ab2 zurpEY04H0@%^hL_(S0-%?V<&=Z6sq(Raq3yWB{&h&w5(41ex*I>IqJ^vVA>uo)xgF zd8j;WM&Pjp2aD#PpR@AL(87j8X$1E5n1{FL8Hab0c3R)^yMtY9H1GSY%>&;)`dsYx zlgwQ)E)uN(5QAu4cf1>V(I3F#bhj9*M_ziAxQ8dG^Y=c_Y7e1x>#hh7-J5e?=BjS^dNB$bEjFve5qK>f~Xj`IXJB89aR8fX_(TfmB`oZd7I! z{$9O`WB+-VrqeyJwY348n_KYk!w^ zaaZ>IHRCUP2Dbqk*K6w=2cX&9U_486M?*jxg9p~6?*IC9I=ACiX_Z##@J#EI-3cSR zN~^R=k8G+kQokHKj^Uos_V9?+{7`%W!%os!E{gph8JY{>`h{(+NSiVzW((bW;H0x2XJ(JsIny=;)vTf8$!pG7YIgWs$thPtHy!`>@J-|wDcMHH3!eLJ^3MM|!?GF-9TxR2ENVC@~j zP9#{f0InXue24;_%M2{Y^U4ao_Qy!wEJLT5cZY9N7|7rt+Iz@p!Zyk|6y^FFY_|^M za8ukH%XsL%gR?kr&p+&8#@=gj@LR9&$!zA&!2n67?k+L;3v_` zz@ESo2Tk*J^h@DhR5KQpA{l(qW2B*TGh_ONp#;@fYIJbIo>|FLtGmX~p2|U06)PnJ z@g4$$fx$k2E^-Q$S5{lymPxkI&G$;K=oYjwjNiA1tCukj%QLCN@It)-g6W9KO|0{7dooI!3o@U`H* zZ4D#ydSGxxa!%mIwY1=Y78uc9!4*fX$oN8#ap6Tv2um^A-lKd?@0meXJcxl8RLIr| zBKsArXQEx1$Dig``R2?u4lhb`4VU_7nDbu>v1Xp5n0bwWNqV+22 z6IwhblaA)tLJD1+0Mcjty+k!jbO(*TQ>fGa+hhn1>3i`2cH3SF-^^8cM6K%V5An;^k`5_BdZk+-pI8V|jQ9Hb$^g7dtMph*)3ucWc$HS^v6w1R;;FJ?J|lz1-#u}2SLA7A12C@xp)>*y zE3smEb6LI9xW;Rw%#hy^VJtXibTB)&vOThJ>c3YeZ$LQgDeB@#yG8%yR@4e_zN0Z2 zP-MWE5jbb8W3=~nqEZU}Z{}Lj2~xquvkc;iVWFFSUBzoE?a$K8(jFwpT;o11&5RAf zd|-V^abBmrbx?thdtR+|G;D%Zz=&rl)L_L-weJTNar$k^KxeVi>0nlyAO2|>_?0`w z%J8`pX{7%L=KrwrfB9s}t9-0PF=dL^e3aAus*D;iq9j=~P0D`T$#iib8;cux@qI8zNZ=p{+!`c7Hm|3&+KKa)+a8jhxc}x`jc#^d-H%3JA}U-R`ier zyVyoudgZ%s`^vp-7N4Rv2rU@kBUsxTi+g?L>ImGH_hVki()c(u_?c3604I%Imvzl> zi-MDc<%?O}B|L3b7gq<}Qw$BhZ1@%0g<hv~ z+AkI1tmXCpRmdS674{YLD5ekFt`XQ7BMX?zIH_Wc#cKot7%w$q+#T~;T=d>pedXQs zt2G?xI2!GPa-R4_0Ly^JJa&3fz2|vnEzLK~!K*!faxuFy+~{TL)-I%6sq6YD6x9&E zo5Ny?a(K2iORy#T_t7Fj@>@ZLd6m2$tHcworTtHvv=3?u#mRK63PseJ1+X$6L1z1D z(R|OncWs_{<5~IcZh0c^C=Je$asFCxmAs!X!kzcN^x4RJz0af%N8S~l$itwAwK4eY z$p#DRF_h0Pz?I03Vq!6)Z%~7;Kg3Wad~j-gG-IzstB{Blt@4Bv(E?NLjLCA{R3u+j zY~-c?VyN_U){K|HWn-P?eR-@+(I^Rcnk&0i?!%}vMdxrYk=?r4#VF=o%Hn1}P z*+364TF+(cKtoY1R0S};BCoC0#jz|xE1@vH&r7A@ci0f@Wq*L^kh$?CFghN#K%{uC zaFS;>mt4i{*S3?wiAImWdEW3@U`ccs74wd~7$O;eIpjKe{U+n@dPjez$qSgghilvZ zBWqNyfk_5n+%BP!s57(lE>gORJB%V>;BAIg%%O5E=b$kJnk|`b)esECZv+NfsMhfa7&-&H>7~PC38q_&S9HM`Q0tfA=@^>Ce6XU&8aARKq_%ev*vM)N zaqeKB+djX!Comd-8~3|yX1WKk4AcbtB#6BF)eXkbij-AarByoo6Rvn#rBzy`$6gX< zY8hpPgniyErG_NT^FX!E;h_7>Tg)#YX4m6sROaq!yyi3g;uT`ve8!A{SEPz^s5QfH zVp-dm3wo4krbLMTDq0)W80)I+6(oMuKWxjWxD!EVU~GIR$9_Ac&i+D$hHN7F>!|&z z*ZPj{GwRzWDIrLKj>^8x%?;Sx*zC@mNr^6=!026teK}bpqc1A>P?$`sxs>mr)iYyJtlGVxTelUmEM?y*rpj=tq_u z@aIE61atGt$?_cF0Y~fMh?S@1z3K+j6?-~g(tILm!f%r|Jt|o@H?}x*4!)<>8nF3U+#7`rDZ9ES;A!~tb*FW>*;i(vcox6cy{)M-)C zBeb$K-04*bSN?@T8XxqTjH!e;r!{)c=$q~L8w%v+Jb&5vD+_J$oFXno=LsAjEviVc zC6O!G!#<#wq{>+2;g<{zvN)$~KhKw@<@iq$?Lu4H|E^r%ki*9SH^<(~EV=gwg)(72 zIjH;_0D5qeC%+)nja;@sL%weZ%PzRN!8&AZ$#^PH=j6GBBKAhaoFUAhK(>sDbiY3} z`in`deb%p@9y$g|+vAFN70G)fFN1T=;7hzq^S1a32mQ9pEB3B+mU)_0mItzExU#JT zc#A1A-WEJqkbKDVw@Pp_?ZhWB0unUpD7>q)UQdt!f)yp?}?DpY9FE@ zH|+=P_TR+^Dd!-Zk22MKtAqJ8{*|L?1BPHmOzIIFC5$xV1ilXZokY-)zD_b3<2Ld5 zrB^i`T*5EGF_HJ&doSF6``_5TXt0Za|MX98gS+qk4lI+7KkkX}Q$P7M?Jt`o5jHyh z;huZ$f$!Y+kMP&G|CQq!P`YWzs3$_O^^~dJP zoAABA`UZUWZ~qp)`KSLr@%7j~4EJ0EMQ*Gsj z08CGS0}?Wu(}8dQ9o+k0{)>B?dQiN2@j#PzGW15guF{^ss1}$($o2ycM?Vq1`}cpV zG#XPL0$Lk;Xqll^TBTK5rBzy`Rhp9`?H>mPGhC+icyM8##}ej=M&O5FC<=%OyJP1C zc@N!)*#-1-$%W_W%MoL)7j#$w%erL!7jqc=001BWNklZ@ zkqFva1ejtY6C&h$Wun_b#l@n2nwLU(;pdlhzcjEva2jIZQ0odBww9uN}dng#Ksqwcv(D>W(-Z@-Qo#NHhsl!El%Gx6e zCa#7p%5_51Kud=29G+=^7+iGayvs`j-l0_JE3^U9cO@>d4^6QWMKKXaR9M{qHlJw{ z2M)OjvIs|>p^H zv(X2A@DZY-uWbL6DckJ6)j9f~&{u*g8f$yKGn}&WhX$#5R$^d>`@oG&xd13fufyeJ z&qu1?dtR0gE)<=;P@;E(RVe$qR5qH&9X+d*E|iJ%DMNVP?zzZRJ(;&20f&rE z=X+zfMvtSlO2SuW`9to1n8T-?%-hTq!QP`xaEIUPmpl@;V56f|XrS8I*nq7~TEv73 zC#?_DO!W4p#ZEIaa&_=Iol+UeL$Q0F7SpFKQ@L_2duO`?7u%6zV^FVrTIAAe{(^+_ zsCCoL;qJ`%E{f%-iqF3CwLkv!racSAd$IgIcpZx05rk*)^xD=h$O68yPTax)ywQJ) zJgw8#717ZWAil0D#$)J+g~Hgkt11kA{S*hsB&%ewwj2L%$_pJezkp6j5G`7ER42< zkt-$=aS3yrBx8me_C24$G%{v*kK4+1tPH3?JmUQK5a(Dk>6FQaZwGll^MMeLuW|Q z;=G(D{WEHCk5QlNA~l5rgV&&jXzgO(0BeKNfC2oZ`j65u%Vk(*T6;&C`uK8S45S=8 z_c~5tO`=DsL0I}!4Y@?G(*3$-FJIdCw?ZRug$pFe`&Y|~0XTYiHbN}FH65GM` zsipsG>c5uf0M$pkna4`v#sJ&tT)zUr89goy!NF)8*H3Yf7;i=XwO-G8yUM)%Rg`ze z;#P?P*c!YDyv4&zhauM)Kr;R=+M8DrddF_fIJj|Iv=FtPEpIKB`1UPYJjPFy&PZrz zy57_|lHaH6R8FE5R7NFx0S68@z2!ZCjW>_LTlZDchpn-VAaH5AEACPFqoYrSKcAie z?|bjBW%a?|Z@Kt?P2r|rc>f(>rTG1RBZYU4;{97CjGNYlLv8?Wn=SJI<}@(|kO=;^ zxXUF{{N8_r=3Cc6y!RGp@4Y$QtByS#!m-bX`owb~9P>|hudr2GrB&LswD#~{z@G2k z0P7Fl3eyL^n(l2L^&HsP`)oMygtK7lh#!BHYq(0Q^!QEYotlffo;erFH7i51j6~6ggRkC{9gbKgfUuDUnb=l=2ok;L)c1Gsde?3aOWL%<{mz;ni zg0uV+rLzh)HUcWxL>m*^QwCI7C?1(f8G%ZO1ZoquF8kh(JW$N7$hW(iZc2hbH8H*hpfC)G{|JkU}S8usKjr038Yre0&SF)=z zJL>+Qn9%UjQcNw{E3m4Zl3(C5X5ph#S;1GjkC7CAFb>HSDIPvVu>huIU@Zhl4lXB^ z_63&(_98GP2_I>xZwE6d$Zl+OOxXsVH#YS;a2QSf2EBjR*7S($>j3L}Ahdh9wg_2u zS6(eT4L80{aQFS-PI{>@Xb3V6ocGPfQ}l|Cj%^_=+oZ)y37na}pz@rI$HZeCvF8YFBko^HiZcp3i1kaV#%OaeFn&tj zUYL(4U?l=uX>jm;I(Ap*inTkt$6%`blhRP|lc4uI`WHRFq&QS?S#2+F29&$L zu5IR}WCr^jD;N&$0R16lQZeohjdK)m#Hn+(QRjT8FZGs4|WxamJECo{&E(NsaGW zXG9q@0*B%{ThuaOkO?lo!Eg9GUlA9eawLt>qM=v&JYHX3$QQWc1xNnP@U$6Z_)9Uo zL|H(Q7d?*;9;Q}fFLMi&1&P`PbgMC5%;&WYMqH^C<2s?K89bGIH8_|m_(A11JfcxP z#N(MBmjuFxr&HcSCYqn)%LB^1Bk#K^#@{ycHg2_Sx=%Pr zn$xz$*k=6}m=EgHZZV{{T)x%E-cKR!mCOn}iDB3bnYd_7!{7_w;M*$rE*d<`A&cG& zCJF|3bt%+X?G z-Z!kfA$(~)BD5^ss|*vx%x>4(IO+%TE$hm}pvm+(27w8~M>>Y`jB!t^yphm$V19)v zD@6+XXQMexr@r%@I=iqhUX61i#uJB^Rx7nN7d9IDUvTu3sWGEYOkqH9sQ?DAhvg#VrISf1WaVFnwm+fQ7D z+NjJ#CJ>ZDKre-XQ-05vrQ*9V`|cY2Udg`$e8 zUPT=rt4n{JC9~8nFeaRMb0@v~w&dMsN}HklM z6hIhkXm2(0vKtR!s;i_Sue;$CYQNwEQslH*f2OZxe?kuFrwVmh11xY?s<_#p@wKI*_j-Sq(o=oK7wuqgC18hzK$@H+)K;s}5v z_X6!hR*^V~@1h=^jliu_NJ+gE)?7cxwJNzxOXTKNuGBMSgDD+)6F^UcL?N5AAh0oj zOmkY4m#4JEDQE2(td6d&xzWbz(#J4AQ-Kj#SOTuyNWaiKm^?#) zzpL4U%HcA87elj03Hix9NHs{~$CIZ4t#irHek~2E!TR1!hYUaV7sQFjNpR0&&kHyE zuEe(mpV$hXQ69kf0hvGEV@KNI^Af&JGBu+yD6dpiW?-}a0`krd<|Qa}#E!fU$~)n> zHBQOz&{bw2?BUI5cmw)%RfDBevY>yS?rXWK{EzwjM&!-YT^2O9qJTD~xU{Q^e$UZ< zvNpL^a9tDpi$XS%feMYk$+I4fQk%5EVzZ-L8@R7Fdj})ms4&&GY0pLgR;IJ!RT7TX zq=OmpGaTq0{b9Js#+6x}!TyW`_W+C>=XkOYFEI>1*Y{e@AcKY0z1Lg7q2Eh92f8i| zuUf%4+>UZQDLM-0&2usv^JAcG80HO< zJmT<)fe6nNsh1d}qt9w+771Ls7nPP7o%Q@+W)SBxg;wd=hx@mNQHkYT_q7tF5PjJc zxgr^T(Ez-$K?g2glKt!Xz`Uo^t+a4yx;0I3mtX<++^%aU7Y3GJ!NN-?190o`5GBD$`Cfo0p@>N5t!eMZ2^ZbYX_V$XbS7cuKkiM?xbZ$$&(r-LYvQVy7TxiJ~ zpJgv)nFSF%onX0NcsQvSl|kOej8-*c?AYvTrR_bERMBy zI(-Jjw9p1z890uWmt9IWDjHv=;l-nkR|f9`bkomkr5zc$%6V8lVw3TKjA>GTRcSjL z&_2+4<-1?;MqZ!DFq!W2{=c*bFo%3bgK(&sKaj=4vM7T4LH64Q(2(kN9W5-npQma6 z;Fj{OXf6aDLy!9fgBw?EXh{~)fs1M(ox^?O-c_?9^T25y%f7xcM;s4Jq{c0*7T#X? z1>y1o^V%7%#x~daAoC=W_a1uaAy_uioT<3J#7FCRCZl}q7EI#(O1nvnyT5VyuVi_8 z1Mu74{_F6=KXe=|yht2HO=r)~VV<~c(xjUod!}M*)oNg*?_xJ-YC3xb>tF%#MQHrJ z{9pgF*5jT3>bKyTvwuiNU%ZbA&v^fZ&EL7sz+o1_h063KOp3#I@H*`^jnTd;-tLLV z)@gOY33R!Ty4|#K$JMa*!xupP!>@++u4|$B+uuu`z&@epZ~eosgzALz0K@v>H|wWd za1f=g(xaKaam5SZW2b%!-uvPc9_^~E(m|y4fA}ms_@wjUp(niz_I&S;;mGfNK6wKB zgr2_-J?SNI;Fy1wU>CpHc*@T_N;O`k$9=l{2Kdciz7t-0_3Pl&N4qYMU`nBJA!n9- znpCiD@87@t%fH-qJ(5!>px~D)uw+lKc`GzaWkH^T{Lg-Ca*8Fd6ayA0{3mMv5rI^N zep(~%g$Td$RfR86+M-adzqJy)r){JA)<*RtHX);}$!mf7q&BZ$sEk1dur_*SV83U; zcSe-S zbc*!u*f8&@w7*;0kBV2Di?GV8og*tT((1&m&9u*3Qb>rhf5r+wk?sni(>joq3{HtF z%I@I%ee7CNn|JSU>MI|88dD^WWTQWFeH8bTgyqUJ*ZODY1?BZ&7M$`9Y;LdsT`ux4 z!wie>!S*S`Bpv~!!0+2TY=j-q`1Sfj?!>HK(ysIzS83}Ce(}QNmGwnGRuUS}$*k*#&UT027$CGZA`+C9P6o}kk9D# z`(P(PKkz*W4?c*}G=zs9?2hgpdIv{`pb&=ktOHE$ok$#}|qEK~j+s4|7B#k2>NM}q6rz$xFi1?ZdjZOvX_AQRpui-y$&X6_}ztV|?s0-VqN*^scHZ*^gX8 z2imxS@DCC9xsPV(N=D$8d>$&BC%q{y$~Bv5I^KN)FwF^_Cz+yD?t%7+WNiGFggEAJ zl+Hx$V=L460(&iLopa+b=sW{A=USJqD8ALuuI$-RRzUj&3KGN5(Wa zrbX_YD0xVzNHM{+`BnqUH#!oW!&Qz;qU+;~PjUE3dB3>?o%=&zS>AV3Miv4#91gZ| zw9DgTge#o8H7i-gbKP*EuL{GY{1kcxwkXiT)6$~A8G9%;X^W618GmJ7CPM_+;u7&X zM82@D(Rdsb{t?ESW}J5-lB6inq;i;QNBO~6 z5zRv4oo;fYVLwaxB0Ql7aM~j{8J|K5 zyFNj0N8#hEit(a_m_`Gf;AWWuI?i}s#@j6>79(ovhs2jdHs`bXpfpB|#N6Ml;PzH& zrt2gUAzNo)50ba_mn7rY8OQ+XKu616XmUh z-tm?)jqJm$2IVlYXRYy7RSH+!=JGCAQSqST2^(Et$FfEsV^@_7X?_7v)P)Gv=TR3s zkO8>0{$t!%g#do>EAcai6a2V`AUvz|spmVXu8l?vn;Cv(n3lzJY!Xy2U_bA4oH8H_ zHh*NJTQ$zs6b3r&i_OMG*_I=M_FWoB_N;GNKLlyvpNuUVfkSDeC%p^eg2-cs-v;LU z1U8gq5`!(%0Uy4ex=d(>j5W{TL4Lr#Rgd5lz?fkR+o*~Xnd3xPWU-JH8QB|}$BoOU zd4y3q$TA%K-o{;e%2S>UZ+_dmVVU%lr#vZz;s&L~c7!k?ct_d3nu2nS&J*4nddJcW zU-(mqWEj88qC??5=^gY6r!AB^9J%)>8dGd5kU2WYbseeQ+}t{g`)qv5GvVH3+y(dh z?8!ZVrrGj7>^)L{V+&~!jWhn@)Qz~uwBf}Gh@W(KtnH!tYppT^@Nx{!GU?&3U!IQo z3HxAr(o10NS^q~@T$7B!n8fJ2^{p?%=2zbg&3E^w`^y=C?}9)4rB}n{``xX5Z-&qR z&UtWb`tddRz!?|AH8A#EQvTlgSAH4Z^o$)fHyJB> zH{k!h?Q3w&?|=G`mVe~`_uBy7(H!|>u<_)x;og%!lwcQ)!I;G8yY}5%VDEqaU!Z>I zuhaeI48V88&F_92eE1G`>y!)O1DBo!PvoEX-S{qe)7AFE+3)xyym}x1*#B{O?R##N z58$(bRxc6bVEu3ZqT@)Y&;6_4`ZEdOo9avcP!mB8jMUkxDSZF}5w^A6*Iw?=; zq-dW6TY;-eU!9wjZ!5|^zbZR8!(SAIn^Tgh^3QvPd+yy&?g1@PnY@xzf5+huf9NqcWLs)&r0E%r$7C8Gd)8HGx_K8n!lOQVi50|oAL?To;5 zG^w6-TPIu)aS;ROBHnyv{`C-5w94az^lD4{hI#|=!w*7u-~kBte-Gfn?)t&*`hf?# z=Nk-=TxndGvS&{xWE}zFi1m)RG)b8eaTCS$?mnIoM^$9}O~r7ufTqn2kKO=T=vE5l zu6vi^T9j?{em>%omEZ_fp1CpitKy@Z!^@;h*_0{KY=)}l)Ucw8f{bvn~6;r9PSa4%B!>#XE4^BE3LQlE<2?skxws_L! z3qC}FCgY_lQ|r@;;a?Uq1jq-RLoiEFNHZj`!H7MU{QPT^S0H)T;zBF(U`NF>DL`@z z;fZ277o@~L|befd%Vi1=1Wv|#) z@hzxwP$FN5BDwUy95V>`Mj7Aa@jSOxMlA{~xbX+`+@^2E%hu+H8dDXtlhy zWC%g#qV?g>LIdH^bfALZ>nfugqOkXLuWtYzFsgF1qy-o;A}tycngswk&%k}a_}$|T zpTFf;@OBxG;pw!%4201X@pE?GS#z z^PN@JpQgah_;tq{mK3X`XSO)UXuHSz!l#JmT*<7-{1^F!ZvxTV=-`ywGE5<+Pe{k)x}!0E}p32OCw(@FxOIA9hOvu;&Z)oC|LZlTh4){D$?A-A~z618-62 z;phyo3cnDNELZbBo_?X3hpnuR>7MX|uFvq~+TEl%-SqiE2G0-5w(dM$sI=@T`U>+@Z>8LZ%M)X5$_E#(wOY1c%&UDW{pah>GzKf1_GV9g!;4=dsMov9 zxxsl}$Qfe%CBAGc?ej`|K^qRQYwXiCH@_C~OF`$2&{$gePY3Bn?4Uh=E%F$RQ_Q^T zql8#b{6Y78wg!{w8nfEwM)hGVkWkr!&tqe|8D@V`_aq0b&W2~6=@ z!k=h9jN_Q5s4gLx-Yk6?I5+1741Rl}XfmyMrB2t^)4V|bSLuNxK3L>WJ?}YoyBHZ_ zADnDVz{z}P1Vu`SV-T4py%plsDb1hMEUL@NKXM{m@@wxMm;;thKKaD74?3lM-*TxT z;j?Z`yE3Y-U6Z4aCcd4INk#pSxg_s-AfqtOP3)TqQqv$yM=6~H_opMLb9>Xh|FJtf z`2jd8)dZ;tmNDycN@vWJ9bjgu3PIW985@YvXkG0+vV-fX(j9=z06YXF2ba*W`|#KI zt1-zYi@x1N+a+7>$);dfzuAE1&{Hx z(4%(2SUi$-eGH|ac;++VkFUQzU5gPIjlZ|tatr*kv(Mgke#q>4L01#Yigm|?916NU zl2kAMk(iV+M67tAcnuI1)HqF@Jqn^XehvMpK5%?#a0F?~EWkTvS%~~nU}n(n&+^B0@pupmgfPQOtVH!;bbID>Z};DeWkYED87FN^>(82ZqS-Z<$E!V3SfN{b52XlDaX$|q38l#M?tXPFkv(slt& zhU4XZ+|s(m(AHt1c-*{gMPUlP(8S>MVA46{&Cw>hm0-HfJtR?iFXQCvTPmoNGCq)3 zW2(DTf+hNg`37JQ8dGu+Z8AD#p*VA;rYeVhW2_;*N!k5uA%Kpv>k{SD90TR@k~&EF zJX;JrTH7BopLZoa3RVxLV=}f)wlA$;VB{C@Sf3jYXK*QV#6p9615al3=IY3O@_ee* zLrvRR@BpEh_j-t8SNqKR&hr)-i;?jfpm?cL!*Z)es?uPekABfEhhv2omcvdcHPO z@2gfre?rFZi+7}q69}#s{2mBD$v4KI`#D+C=01<2i));M+YvTZPoTM0)GpuAYd*9ok+@z9odgAUV_P<)>v6F{&krPrixt+m?2Y}z8ErbWNH$iw4`;OM{fO99`Y zcuMG%;|Ck#2k~oKutal7U@dJ?BGHz@yw(DgIH=_N%RPX%c*}yVExyko){}gt_@z5$ zLAN$Y?=-~kQ9t;_pWMb)4BWJvZ)#JM8y>~WUJREqK2gTlwJ9?IOLsFI3NIyfNN4p} z6@y&Pi}VbjoNt@)p}D*SF@pEL#XpF1(;__HGQf|gEHb5Sx(KhRu~cMD$mzD?^@@ms zdX1(&XWfC&JZ_)12P~wvrvaHExVvt+>^h@Q)E?pGK@|g z3`ckaG6Ou%)u={UT#zISSP1`GU;6DrW~>`(7=BV))=a-32#AKR(x^T`U{LiFVor1( z<{2>wnqBA_f&m<&liGrR%V!mY9$=ls*bAon$qm1Tqcejqkf(4+un-`yBI>B4j)qy+ zM|+Rl+liuEo|DY3{KAZ!_4IVg8Dt~zBDyt3_ZJPac+?oqe!3?s22cO=zk53T(`P>2 zk%qiy^jhe=dPGZC8c&1e;5JJ2+8&r5{X~k6$S+RV=$np?XPR($=(IsaMd6_X_v<9< z316C}2+)I)Y$k99NWWU3bput)@{qnmSM?D`L3_k8@Wf;G0)XKpGXQ7hk1JPqn$X}o zyXRKD-o11JJm;tP!R5DqJ6#W^XS@Y&zVdx=`n#`%=b(q|U3bDa_q`b|d4}b2&fCu0 zS@E~s1lOGR^YHmoKLRiDhF$mpICbBCxZ&2j;2bu{e&fdL;QaH>g==oV6YhnllaUvV z!uw7E+>!CF+xNryum7MKp}Ts&X|T|*!3Ws*n;D0@_usoiFXmM`Jkp#0r+)ztJn&#L z_)5a-pMK%l>Di-^(BQlFz}NKpP^9~A{Otj++~eW&OJB#AXTjSqbRX<{E}RWt8PD*f z)8V;yUIo|fKPxjf-~QDb;q2#M2;aJ8SF8WHN(;wgl?KymUiBJy=)s4Q!B-MqKks?Z zPtUfSkg=2`N;WU%)?s>Z72ZZd=E&CvQ)WDKinmNv5{vB6vn3=M+DwIaufy%7NLQwD_ z+3b*3WJ0hAcV4j=Koy!vX%JctN5o-!Bz%!|p$TR!t==Z#o(!^Bzez0>C4~eU%tZL~ zjOH?lRj^L57A3wZ(NohPHF9*H9GTWBjWP>7<-H7=`1;4=*MIb@%? zekyyKv<9{ifRtBlFvU#UO4uxb#XTvHPLK`g zLEOO{dK2U7b>PJnAUHr4%dldzjcyNdo-!&t2lKeED#O81=Z7iQ3}Sq%qua05v?aL_ z*ysW{<$Uxo82WQWe`!7rpXz>)6w;Lxe;lT;mAwi3aBQ&0^TENMu6SRNJgyPtSLNXV z!|^-3p&=K=a}2}?DT*bkOB<~Jb&pRlI3xpu^-sz@y%SiuV&ArH16hdkC%T9 z%`fi#iJbsN?R&*my!S8mYmjakz5<2BRW)`j7BI9~9!k04?TVwgYh zyrAH<)U<$U}*#f2j?_KVtDoQv(AjN`o4#Czvu#uz|BnIPmT0g zznPzxRdS}V@XfY=v>*xNPXft$^WdMZm{%#}ROwpnQ=Tt^+k^d%JQxAY%Q=XQA>HRz zs07g!1ki<}k>7c^lR=;Q)P3;fKmH>)_q>Jaa$DgcEq3(|LqmLon25stp zGW>EV=zs=c(#};JIb62utJR=A!nltmem!~lLY160Qo!nlyn@qRW??2Rz88{itzJJ8 zj{4yrg}=DxJMheB{siMA8s|xHdFv#1lj-nJUxQCyxgXBI^6B$mLyz43AAzslbsn5^ z!bx!Q{)=;u-5sU7;17TIIynFJZ-HY^I2)dQ@?sLLJr%=>)z|UR@@P@ZuN6*iDFWme# z>cbS$`daASmk`#s!oag4WqGVZQ*SH%>O08u_uqZ#j{xBijlXj5@tN+1uitV9oPGYg zmJi8%_us>}PB{sV8-3vi;k4(U0w4bBet7jhwgBIK1AOkz3*n*{0esjSfRjh;Rq*xn z!$M1^5Xg7F94>{+;N3UTtC{!m$ak1-zv?ym&1n~02q#{BGn}l?i%{5STmqlC5HsBm zpSs{PaPm7&hp)Vc@;&W>E8y)XUT2}N_1$^-Q2C!b=@NMEEtm0guHQWtM*Hg*+*ssC zc`h>+^TI=qmVNy4eKs$|cb>=L6`J}NUQeFCx7>0wAnc;?SMF^$d5>F4xd1z<%k^P- zy6o~_AKml!wHM?D>3toHyz?EGjOI06t0|Nr6>f@z7*%;7NtG>l%>r1dq>QZC2qFbU zQ#uHfEds6x?}<^4FKqXNoshU)4vM5=65IcF&X> zRkklvDS(Sn)*Go^q(jeqqI*1*Gk`$WCnOM#Dfc=9#m0ZnUIb5W9;=yuZ;j& z=P=UG`puAPknxOq0fU7KZ5rDzP>s8MPI;D{94)_jApjk?cTsl_w-u;6_`>KC>6?ZP z$}K=^FswMr8Tv(m)HtP?pJt?diXfr4z{BTIn~DzgitCi6hWxMGJ4z_DPgQ~76@aQ; z(iu{ejQ3i5Cio`p0dHZ3iA|43Q{&)f#6b?24rfV7vaRBOGO+X>d&kWL}xSO&pPS#?EX@a@%~3sB=-T#l^E3+>r>Y@4uyP5^lT_wG(s%K- zR9Tgl(iZU=43LE$B!yLh7gWiXO49|t z8OCH!Vy2I_ui(rXfkELy>5CCQ>t7k?7XNhN&UI=~{-b(v8 ze>bplnqWU9rCQ}*0yPsR{I28V#z5*O&xDul(|6;E?0v}cB!fbw->3QD7EcIX%EzDk zR@8V|GTuyi;nsMjv@nBlE*d>NkL#+rgXH-&h6NYiQpN`9GxCB{bnC}^Tl{S+{w<)m zRgAl7nmAl2m6S*&62T&e0f8;rcM%tp^bEielz-JQ&5m~(;!zZaxR0~W3iRCQNHOOH zPll5J%vdm2|CaVx4YH8U&u8kN6g7eOdlq`sqXatVK=G)w-@oq{F`(a&)H5x&%=Q!| zV-|hW8mxg|yf8F5a~SHwR6qHA)F|foPR}dYaEMWo=sb-@#dY=Gl#ZTORaUC?+hTsO zk;OlN+w8PDpOp6=8k9N7`oh|!FyReSvnC5qi^eIL1DPyQxscp~J1k?zXXLcY_zD;4 z0RYr9Q~IBWs5gdDLY!N>G8*LgN@=L)c{1=)BG0(DCP*Y_&(I(|fr$IQQ^ z1#B_eLNuZGloc7vIl54y8?snO=bPd4w2hJQ2`sCr%qsF5x!hLtm>%MBn|YH1@eCAd&J43Qbz|0dvLMM8 zH_^hg6alSjII@Kqrm^R%$n}r`vYBG{*|Xdhfd;F3hClNu`FJ(MFU7M!*3{h7z_vCl@M@J;ZI?%Su~yKpvK(v^MkdHdmpR1Y!=pY=+9 z|HZ!w@BGrM;U#ChAD;czPaQ-k=Q6}Kwc{mMoaEYZ9lYVju3cT*$*{}D>$~1Z`x)O< z7;Mu!*TY%A|7Cb@suqRbzW59MdSWQ+kDdCdF7FfccV6}?ElR>XM7@6er0d`F8c_e{ zWPltu;|{00;pYGSDmd}{PtG+`KJm<#!`T;n25x>484_>*;#C08zoPr*KjwLT5#XY$ zDX(PM{NjE%U5uhPT?Suy$0xfw^0RAhfOC^)?D%(h{q8$4eDYcLtUF)CCEkA3+u)mB z-9O=L-(DDO(>s9e zAjr0g=5p?@lU}4ukbUgFz4h8k~|bQ@iQkD9Xxo z>epBI*L1oYZ;oREZtoI>0riSb`K=woY#1vbny3O7dA;(AR$i4Y#@|KzM;(eJ zBJ|KINdRLXO$Y&FutNabf0zt&*dMCYmJ(D!Y)W1br3t@diUA81WqS=L(VhCWA^|$> z$y!l`Y&G<_0XS1a^?+ICm%J-2A9}|rFvMVLAL-fO^NO&R4ZmtI(mZn|t|;MDsPc7k zf~NMTSE>Xt-r{#Hg+`9H2w6Npb=ABov)mGfXd$6;aV_g4tw*lt8^Lx(zh`~qr8b6R zH6A!rDR5WU-orOinD!XS`yX+Hz?j1=JH@n*6f7>CdPbFz*HlR+Q$)tQIO_*;fpa5d z9_nU98ZC|gdgY=_xQcZk9I{x-=1PjfI)Qq^!8GfH_Be=|Gl)!IWb(PTsX<8;Ad#z} z{iGDY-ixl?Wiwq>e81}ZT!)GmsVWXp+fkFG*rBd( zGkhj}g)R49gfi|BWFJ7cm`1f|X6W=`ExD0|`Wjmt;f)^r3P@owzp(PHl>j4sDm;$- z5sw%#Ajo(o+NygBTEqZ@PdERJQrL78Udk=VYIz?)ou`gQ2zOz7dm6l|UeFn=0{6G_ zRs)75;VmQYS4iOuNs$&9mx#f`_?be{FXybj{jy{qc&WR9KDfHcf(nE!T9{Pv-in3M zIh*fHuw`5iX9b=pjolo!FwnFQaN9WVD^5`-q~YEk!tnA#;*T0Ncxd>_1j}uL;aX6y z(iex9)gTkIG4(TAd2dHwgDRYj`So-qJ<|v_(Jgog**khiU{uDvY!(jpPIqvJ{+1cVA z&!?&f6I4Rb<~jI`97+`By|nd@$bnS~RSU8JETd_jBOJh)L$rUFlc#}-Lm}!svT)Q< zmf~1&m_6<>tJ(B41kiKU)-7G zN=L*JPv06mcvz&5g!a;cgVuekhDOB)pdRXF^MuagJ0feRQiJi8m}rq-u*fQ@nP}KU zxifGdHe{2o(peC;i93d(!B@YuA8y@`^>?@TxvW@^J$&w_GvTFIA72!AJe+>vS;+wTrknWIDSr?50cU>3 zC0f@fo_0E%cJ-Zb4_=RccU;edHW{L?{tW-x4`1otzy2m?1W)DMBbmTOzsRANkN+p| z+*1Hfe2z5qI5@fc{mq5>kR|lA3;u-~MNfUsnE=;NyO#E{9!vus!pENlFFoTb_}tg; zhSSfSUv~1!e$Q**TNjw2n%aUMzivSHoeLM8(v9=}*TJcNeZc;&bnU$nuD{^MtX5}t z%|09qz_RBrdj4XPaL}?R@OF}}u+%#NBt#B!V_UNZ)+Y7n_m{l$S9|xw^Y;^1e{x%O zIe`1F#Avd2^jx1-&rUssoqsl5hRO<%@pkT)SB~_{RYf=e3o(A*A2X8ayDG#`CQ+1y ztb9|^tTYG|MQ65cR(d2xEQM*VObHYV!>8egK0SvUto{TtA!;K|HO<)`n>Ry@A3Rf?^ ziuX#yknf^V){tyaDl>N=UdJZS#iV7G%Q=jG;HS(K)$jfH&c4J0lT(sG@+F+@2Z<#2!W6V{k6Gc2$IN$z2JsDQ>jdaFp`yaUxEEwj?- z2Nq#Oy?{ZCoWYdwTA=V~vd};lW6_wVXMyGg2(1a$&wgC==nhzGT{eHI(2;48SU_9NG#c@GsiqTsb>^Dz4!0?q{WF$O>K&PWinTQ@hjpGy=za@CD zO@5$7?ltW*?xMLV-O_0(i%Vlx)gb6N1Ywozada0<6D39A0b+qSg^GDp&QK#+MOi?` zFfDvb8trTt-9qmuJP#=UabRN$zI*?J@UoY^6khp?m-oliBjF*EqnG6i(ng2d=koUR zo-Lntgrfb2W7QbUI1E1?sl<5Q@+bdr_g%2Lxsm3iq)ARe1jrX83BktI#<8dtZZdO2c#(&U#Lpca*5? zH=)Px883iaIehbWQ*VFbRaz>&|9|^!HU9dr&vGF8IWm^2lxP1FQ-LX8ugs zL_~UP*3LBm?`BFKNnW`QES3}32V66$xYpl(F5)IeI3&k;dwzb%vjSL29(dKH7_($g zQ2Ez#h$64>!b1cJ5%SQRO;$LnM-B`2USttvP>;b^p;7wFbwdm`u&$|c6-2~L9WS@s}|)E&O7!%Px;pLUM<0$oT0``o!EC8ZVh2b z6rv7RaewPtlmM0B2v_sITsuFdkHuJ9v%z-?ak>X!{Rj@}JcEFHlvTAVvXin54ZnMi zz*t!TN6-=1*Sl}0WDrhXS8NQ{c2pV`HSGaek#|M%l<`JEJ`dt#9rk?8%ITQ$X~_#m z6c(9sE}fz(lC5k9t+-V|e+!b&0;a(ZO@3Co_h{jrViR6HDj zeQ&Jm*H*QhsyL?DMZ%C?m9?7Dk zOo3XompmdvnyZ9P?K?bBL0z%IgW5-ikD5K1$Ovq7cNyyCuuVEDPh)DzbJ876S2pfn zmKF`k-qv7-dW#AYb)3jJYY{HAj}Tu}zMuU(jE*R{aTD6)yDXc#HfPlcrV2||ID5q` zBgi0;4%}D>3`bFrD_tab!*7xS5_7DKAJle8yQFchj-LL|c=Nn1d7w0@Yz|5oc507< zpP)Ir`Di#_%j!pO^%o118va4{d-R5W(a=T>qZnCho0<{X5Lh`plr4fQ>tXPjqaZPD zSe^PjiT@zLP#ZPxVBud=^p%+Jfr>}1^Vi{0{kJUHVtfht{*q#RN_4p9@Y9Y*)@UrU zAF0B<)lZe{-dJTFmf;%DLjd!gIWBfdc|x1_imro>&>*eL4Dg(BW~cA zraUjoQQnmbO|artGx+(_Pcgd^el|0eDm~=0Zv*#_fRD;X!sm$RzsLw|R3si=0*}%s zvZ%@TPgEvO#sGBDpML0g)!c~dulafOdCJ_$x55!wDYy@F5OMF~JgbO~XYiK&$`j!w z>dA`tWUknQUHK^HpOdF;?cmDoxxJ&LW9fLc;AxKMgG?Sn`exhjun~BT_R&lp!9}QF zPw+GO3uw(?+L)*^n3ciMxgI4bx@`U67f6)j1uB<#7^AGHUul6H)2hgDHz%bz!Vxxl zZ)SZMbYE@J15_*%lT5(PsbbwFJrYkPrbbWAABa|o3g|MkM*MQLfeU(uefOv@0K zq%7ScBZRb7NP?-!L}^~Ohq4Wp(U=%5BsSMk^(B6Iecvm2>C5?&Z>7zVvOK+HT#Vlf z`0_%_R6gfl>2!8_Nx`pHWli6^{~@@)J2JM`&s77DVuU;_2@mFP8~JL-J3gvjFO_s7m%sa3xOeQG+ujGKzx57y=cVkKi@&e<+QF5J24z4G-7mw!^{qX7A?9n%V@BMJ=d1ovRm3`Z_lxNqk@BRHZ!?X9_0r)e8v%dBt zt~}cR_}M@Gtir38JfU$fV;zsKULUv(R%wZJ^DTeUGydW=-os~)*Oa_uZ@LU#dzCkW zqQUp$aC^GOP`?!Ncv<6bO36F*M)>g602jTeZ)v>mTi;9u#dG&@dDq<7duJ$(e|J2b zcoM+%*W3X2$-6gx#(C+ISMrCyXzjf3#*f3z+i`;4)qMJC{#cNK*tak3t$fod@Z8fD zjZ2rujg;r97k&~hJp+CY43!NYGT*veyV%OzXkEKEfvB=n=-+>)_b8`IUa;TWS*@Q4wws8FQznJ z6|eSQgJ~!1r(?R7gcNHRmnDME66{~DTyg@mDA6ZW#@ZV97x#+@Sji_q_jzQo#w#pR zUw3ts@14@G*O#GE#U-|-u53(o6)t<9?^RX@x~}uKR>g0IbyOTFJ{W+73gK@; z;ZjBMMX1R9#@dkDp$scLRbaIU?O5JONmg< zu;=QC{g7Y_k14^|8t-q7uqW-3{gKCEYwQ8RBzcz9LQ^W0QIUbvEzp@Oy_NUYKzC6F+BN9jdHO{nhxk;34EV7DRa^ z{SP+piaF=^)C&c!*ZJ+eYBcYn9{%3IToApKJ{SDuF!Ipc(ROIwjN%z44QeNxH% zUZXjX6vmbAg=KoxT4pAQ4 zGstnhzyZT6ol95}{95Anij}RtjNSmb!<6P`AmTg{|1!yVSK|o$~i|0Dne4VgSBgrxeR}`|6%cBbULKvZCrQBq^mzS+_9HiGCS9l&+Vbk?RB{bad zX3YjgJ+OV%#L?w^{>xkoJXRTP&iKPx`?zxODTL7Eh$Z;)l4i*G8(161CvXn#EHD?0 z9~2(hXcZkqFV|F7)_J1kET5E)DDNLkE@%3qJQ9a^HhyW1<+2H^cRVD9Yt{NWnq{)5 zr#nICg_o;zE)?Ub^TffRe}-idtuUED!ctd^FO(iIuQ3ss73bWsA?z2|gB{M&`5Lt7;ur>08{d9P2Y(n<_svsR=i%@mL$p&HG0A4bN*}{`DGvThfS$ z&3iQBCs>>)40>70>s5qlB-~iYbQ6Qw{95?v9B=6!!ArnaIe&!5?!j9|J;J~ouXLAS!)0H17QFYxcxOLc{)!jCXCxCg8nQ3t=BpHc|oJ5Pck`y_>Dz6{=U!Bte=1>L*1EN;WR?@qn& z3b?3i2R*}Z$QQ!dE{=damv)|p;gEOW#k=EtQfTR`;N2KTIqkvRv$D<|3pn##aOs_| z(e^FxiF`bqe&Tgqo|o}w7s3ZFJbth(<73;^?YAz3-~8p*z-wLEhl4lpl~=rP@V++) zZzmyR=|jV0s~WpwW47F$j=PZ_+G>-aBZ})R>5_5%V=06M?gCN%b5^n%Q5fQWs4pqZ z6zN=M1seKD!(Uahr>`h!+q9H1LN0_oV1b(S&gM$=yur*I@31irg z!sI=xMe+>Rc4?n)YjH1wuxR_*Xoyf1@=XaA99-i;-ukw{Rpz?PHECCFNQNF<1qe3k zs&wNJ%n;JvTNT!=uGHhF5`}7Ic)*NbV`JY3HXXC%{fp0Qh=_~V*8z^$3lZTN>xrJc z-F=vL_qR4dyqVI`)g_{_7rlP*ycZ3|M?pwN;Pn(bT0%l6AJ#MnfV>`3dvT7%Y}{>5 zdm80hVSi-G^~PJT3vc4lzEO0P(+!_z1~;tenFnd+B|f0|&y+PXZakNr(l*BbpS?GM zv#Pig{eS1&?uKU3C^T+J6j6{(BDjHh0X0LLMRaD8Q4!oG|0h{Y+?`3p1m|VIC`QMT zeB!u4h(pX zz3NxLDpdALp_M+$52abgo4iE5LD~a)@dJke$X<4 zhk@=7@UocpE3wtz0fkw$cWjZIA7|XqAdc3TM;nK_FUM_#ICfF@WgN9oSuZv()z#T; zw;XS4J3+O)HJG-V2+RVJ1>v zN0{NRXss@l8b*tZr(Ik(^k%cLj@K=`ur4-Opha|6R{78N*sD6;f2saOg)?x*H*9Rq zPyONLP@HrTA&o3GH_+p5HKx+lO||iOOr=L3W^RK%qsZJwkSt|>=#0LY&JVO7NxQ& zDQLW?>#|kP{Nq5kKFZ;O-G(?CTUvM!fKDIvR%u`A@@|d&%v{jw|8dz5Oh5uTkMNBL z^%3~$I9|OG#R%ms!4ufdmm^U9LLB!{2_4ydt5<_*OJ%uY{h8kAECs7Qmjx4!WP$BSTYnoHEVBhL3=jX^({>x-SK_311wqF6IvGPHlFduN?bIjc0R* zx2(swF3a#(8y!?cRJzHdgG;3d@YM;R(g*#cKVtqJ3Cd1*uSx6ZvfJj(6*=Jf^FhCj`~2~)gVHJFHrLbb=sb(zsM%vuxzq4 z>9%={6s8CTC_-ri#y=|+5(7xnCR_6fJllw@ z*MN)#mWgys9@}Y%`<@`htlyo)n?xvr=bn2`_QL^SX}s7;S`VW~9#*u{ke3gH;uD@G&UVi}8A9kkvJF8-U2!hCF^VT;iGGEyBGBo_v>J~j#V9ylrfJiS)I-9Op!EBM~ETj9JM!fJw0y#Dqs zYvRI@gI6{9J*0nczCf3k@BZ`u;h(|TNfUbV041w%L z4&*NS?(+f<$h8?g5jBg8>IgY?v=W;P1E9%;nk-lXnn-FP6!n6r{*-RI@wJ4rYH=FW zqOVK=G$}1v1AlX5n${?j3x;^7x4Q_47bo0Opaf=mQmH@H;*g2A5q8Q+iX4!uiKkwq zl}9y;^hW|?G=OKH#r7iX*}I3|IkI=pUTAA;i_1|vpB%A2vzRR>>v7oHOY!^mc4%jd z?eVi-4ZZnp+Frfoj@tSLy{ncBBjxe7_$bbza|f;}C;`eJb*x?q<*B>47T~lGgTx|( zE|AV5oi3QBKzhn>ih0K!y)YE0v__i%08JicnRLshyNGPpM@K*#pt6T1-pWrt$_NRzR=D;l?Uj15P-I)!VvHaxrAUQ z*xLrd?hgTW?*`bli+={YTLJd4@2wET^-Zo`h`+GFk9>|R5El@0&EY=%xaKhQ=_`(d zW|AmojtQ{?aolSuGWA1mdO>*~feCkN`A(E+JMZ(6bTd)!qH^Enw-26mgG|x*$=%qrT7Ct>Yw9R6)sZVA>6?8x1?SHMGfjkDz)MvH0#mll< z^w;$TtbEsTEJeskl(x=-p7qRXhw%E3U8huAroNZtVp>U`4iRbpP5rPpM%m4CB>VhQ zB0uyPO4dsjf6@2Ee{tPukH7EP!}_niasRa^{#~@j8_I1qmSFbOLaGV}Tl8z}-N^f` z-ti~b2-ZT0K&BS)H(rGX5 zm6x06v^GX)^$ki(xG38ves?MwAK}djw!m48#dKRD+jX2*zWSy56g+-03+jQXD=3aQ zJ<{47cat5mt=%(aQN_o&=a%&l<&CA4q|zZu3i(tHshXnen66uD+~n3Ryr`}mK;Kng z52l{!t2as|oiwJ+v^Si&?Y3$kO#k4FH=Odz%J|;4cpSKw)vY!@9%SF!`1ieHV;LHQ zvM{#Gv0y2#lZ--vY1^42YkT)*+E%@}7Na_bQ-zMTvAq1MO^3Q{nM^gCE9HhdJa9sCYzx%`99A{w2{g(J^<$V|X&f0OK5gQl{WhV4(5GU8vH<b#MY9>Iq~;uW zT&PnLAD3@x2QK?&T(16=?IGTjDcuXLf}!k-u}EYUR;SkC@hPfPmS7dkm__F~sPAUe zlAeF?xZC}k5=7&B##J0uyp8+lqz`8%N-+v^<4B>CLwY9`g;0gzh`pJtS9Iz zf2_VO)Iv|QPT~*0>L0E7j?)L?4T0_&j_MP2`F8p%F=jBuLA8ZS2y6?O#e2SiUykqC zIt1%;SltkRt#S-!gz#M8txuY$m)f0XQ$O=rkKamW%%lF;d#(BHy8}29;VJPkmRR>F z#&x*VF4jrdbCHgy9YHw>-tQ_;?VL7Ai~B5`ezsedi+G$a&vFj&OZh(3<7wMtGd&1x zE4+N!<1y3}d%_|62-)|6>U&T<;^tW%>arQg)R5^SuY^;D$Et(cb2LA20+CE7_V*8#Fj&zrH|XJpey~OZDBh8-MX2yg20_llKo3L1Rau(5jI3rHaVx(=|eP%C)V58Q8bKsbl zmhb{dU8y7&gbQX;#hqwKZ;V5fgkhP(7*-2_43$2a|{;S zjV{wOkXn{pYbmre5Y((hPZV|ebp*iLxLQEB7i1C(463Z@1uW#B7hhQiT|MmLAL$o3 zkIYeVa8gK;_30Y`JlgK6w2AkH8$IgVkO{ zk-Vcu3VqdPhQJ7b?S=5rXe^+KlUXoR^-4w8)|gW}%>%SJ5y|H&p1K&wMGRi2nI@*X z!_Qe@vfC&eHnUiR)4+TLc3QAcmJgADn#-WTGpuCiy$xQ$eB(m3@TRVB4 zT$BKxaZmZu-?GvW^;gCZ-xOWhGi{P_OO_vqO&&AV2##8 zb^SKS>jh@P*AW1#1!eWyy>1w{C%CP*?)U~3RMCcnrO0Y$xLvsm-&$M5f&`gPYO&Go zj{>W%1SlV@0HXGjo0l3*Og$njn8jdA2+cM@pmt5wG3B;d6gFPzG7uO|(GV@Bs|Cse z6tvsQPnH)&d1{7k_u}*_NDbNcP>jEnkVI(_t78i5)Unt)PfbY_ZEOj!X0fd~9=K+~l;yD%p&%pY8VaiIELxgm*_|58z$MxhqN!IU7> z7MgJn8;hAuK6d$1?TbnieK)L1pHSy2D1nr6Uqvj@*GRtu_n}T}tO2a*ju6{Z{Qv+U z07*naR0>-uQ5KbboL6EzVjpA3TXQ{@FnJFV){67HoA`A4b==RG=-`Hs56*;rwu%4q7lf%M5hD!}Nb;zxHAIQb|s6MjNDlCYN3|!+J)Hq9|1+R~6 zgGEtny>oD7-4iw%bHWoF6WdNE$xNI~Y}>Y-iIa(K+t!I~+qQLbr*75nt6SfDtJYt; zc5ST2>VCSbp9M)LZyR9(mC18e;U$Jb@QHq=AyaF9bp(~wBjk)HtigCLT!T@;-GNbb zwba-MWbtJKDq>k0#Twa3)Iin;87$6AKS|qiWg|vqSLHM~ND6b>(>Dh8G*N~bc~Hb1 zAf43^r3Gx6$44hbhAx{pfM%MOL*)~WTv^D6P|^QW{uXRF_Z9DZb_M|Pff9!E=?>0c zr5mf3MC~1$#BY*&oRF>6DZiI-XHU!6mpZSScT;k)tnpUgus<{lhv?$1Onz9X!B@;8 zKeXOPbr^>Yy!Pq~{6Jys?8NO=tu|JP6Ld3{2Q9>JBhp||c97_1Dmoocu5$Hv-*@wh zhHM5xUqJ@)^;-&*301aUd0q3_l`IQ5$4f1zHc10mF@0%m>ZFEcC6ud27XCK743uHvU)mhxqJUF<{4hc*|wXZ*#y~vBAYKDYHt4$oFj2=-+jK zfJ3h8_0ii1El|}>Y5Puad@P*kh90I&Rzy@6SktsCAs6^BhTzxVOHK({tZ0j=qLVyD zxGvjOH`0W{6GQfS*MD`d+LAM+ScbwQW=a!A7K>a|HC&F6h)KdR_rVu6KOmMd2vF%}P2)9YOEg>0HjT`dZD%{8y*jR-%vSJUk zQ=B&UunLW_~B%x^RPKZCG31R%cwY^UFnt@`e_T-VVUp>nA(Y-+xi(%GW z(6+kp)eD5J&`=KKW_s!6!*#Oblc<&oIhhk;4hmr(3Na7|7rtwv#2p?eg~&4Gf;;v{ zz1DUhFL7(hWz^}75aeuFe90hJKnpfyD5CT~rn3LY2}m=BGOWw3*2nrA;q4$yPf1tB zNMPI5O96dhh^Dh~*&j=p;P$=F%Vbf`GaE1wD?!hAb9_=N@0A!URh?Ou8m<*gscwp< zCUY|Yg$7ncwE}2@V~{x{iw9*NpJeHl&PS>Tz(X_1LHh)!HvJ)@Zjh^5yvL`{*{Ck)c52k60{hT+Pcp_Jy4!*`}Q5_ zz5LgzAS`Zm>9k06@N#m4KTfGD$^`&W3ri+RHg8(ij4ba6Eky$FDU4wC`=na*k$7&B zdRI@(d*dw%`$F_qE>gVpD|fOj60W#=9~!|}k5WGO;=DGM^$JEodmQ!j7v)nDV)P1M zp@R}CY{I@_up@gddJ>{e8Y*0rPbW#yyVC0M$uszgV9|_fEmZGP&VmffWijg3{XX~M zr=7^V8c{|$G`yJnIMna6m7hO=dP#pxcUKzSo_snar~#=;$Yco`;mSZ}FN%esa`#&Y zaKH>!@KCfMh*!cg?2eh$E3eAt57)@3E_Ut_J)_oMW(0t#~8mBZ-{F4z+h0|m z$rmsy(0&HeOXTtf2vgfVeH%Q2z!cyo8vg138%x5%Ez6D7#F=36NXu$IhG<&+ElU7z z1{_Sl9-?+E0|53JaC`wzR<=4h^qoSBjcve1Rd6sPcjFO^*fI!47hfJ^==Qe{B~HKq zI|Y|(%^>0n9PdlrM4Nx{)Tp|zmP^rKx28FIuVN@$BT$b^_iTPbH2>$T!{i?OoNPu+ zES_ka$D|bJngn{9}*# ziq(vlj;pBnxP{{ji9RDa3#^N)fOEKk8RB_Lzi7lNcp$fC`7b%tdq*Q-SwWSF0Mbnd z*oE_tz9#8N+ORPp<)@^(z_m=66XpvrdbLK(k`35!rcu;VsJ(mBV+|k-%HQL*NPIym zW!u)y>OvlW*1RcN1n@UDJ-9%UKL|Lkqh#vtl5SyvD=7wUrIg}MZ^ZIUZiB==1!N1F zFcU}K#K|i@KZbr=?Zm4qm-$m)nw>>197=mlP-3TwHvS=py)XLl?M9S6dNED(5YY|E!2`$C<3Wz4`^bpj>tDY$Y&qncJs|@MT5Ec&NoVH$nD|?n;dv^5CEr zISjK69sb^PxTMJoaPbS1%G%pO>ypfjZy^%enLtm07|ry$_Fp;8QMic&`~3{atBZY; zFXDf_A};jzybAYwiQZKQHLh(5eHnxa z{N4kvxbg3Dej6B&CA?GR9hUm5rH!{emJ0tk6Fi%sx7BpA4~Ic=Bv>+M^%NCb+VX3t zseC}Z@u)jq6f+A?~;Tmb&h6~5bluB#Tq=)ryeFc%U>Qlu(NV}K-`O> zKYe6u#J0nJ!6$??q&Gzj6E)ATDy)08YuFU%S&v#!V++b3G|+Re)mi0CBVR}$IBTpc0`ibFoN*&`*jjM+Ph94LOUZf={9>zKmR_3bYaX3<_~H7hZl) zqJ;PGVF+%YR>4YQ7JX;XyN9;=GXcb*d)wJ?B4{^2zY0-g`}?(w`W17I-c!+H+~~Uz zO|33p$}Wg#Ak5U;pd^N%?xf7gNK4%MlrJT0qVnBTDyE+-|XX1@Y>R51{#9*Tq6>(?ad zKAPbxbkEw0EHPQHY#?RRN1*0ye-t)K9{#P!!1Bk6H7T}__I=fbAA0pkclfl24l}(a zMD!mNixAN%4N>_RgK?1!3ooT$|8pP-;hJ$CRgm`lQHZE;1>R)Ci>&G+Lz!Y5Ch%%* zL;0fz0MtM3nElC!n-jMq`G8pO7dO4i9|k}GFVn?vTi5-b+Go(B!zIG4BUH)4a`pvz zUXsMg?Xxl4h$r24r1S7X&w2^b;g_5>SJ+<>nOPQQ%0_HSl~|ww`P>V5Zj>K$P&DNK zBls|+%d8R5Z`ctrtUr>dar7BL-N%dnTrwn^LVQZG=IlVwWvv$|VFgMK%xBk1JX$gBg^2h~ zB1HZtGb`E?8GH0$c6e!=#aL2@rFiHsH&Hy=-+Y{klYQr(O*9=ygQD_uNRyiz?r;I7 zYm|g0Uo}vDo*EKKeogTtieJG;={gJlCQPv1itHmUWOq#F#GS*0H=_;fuDh+V{#K&( z4O?Qe4>bGiy*hakIBdHNHyUC&sY3DH7Pu-jT7-Y-n)1av*-F*Wf3`t|s=EfpY|&#$ zA0nYc%@&|WhH6mC{O+bA`o;ls$?@33QGUGdKY-c41ul0-oo=0czs0>XKmGNIGccP)tzdIAM1~+1)R1?UkI|h2*(KEHu?gt#>z)RlE#H*N9VHW7db+ zVBAnQU;QneGXS_uiOS(%mLp~<&-2ag86Tv`+%b=-!tVbe>;J>=ZoginZAT5A&kRu} zqjZX(1c`cdB6Esf?sl+yhF*@D)PLy--aaZ3b!ArSCMNDSFlmNNJ`y%y?Uo5LBxJ8! zxuy6yTTb=#0yu$0f;E*Ny=rQ2U8yR>Xb zeDB9ElhF#^a9*>}YsP?Z2(IQGn}b6~*qag{AYu;W_i|F!=PWLSYo4$(SmG$b=6Qq> zeER(ds;{z*6>ph0%Rbu_-fNt{|8UTke%SgXJyP4FNC0wkq@r=ai0~s#D()pPJ=+-n zQjpn5WYLuz(j#3?5Ua6;POKEEQAoif+4UFK6oSM^tbiH>RRgJfuw3*gdDd4sKh}dl zl<9py+f!de4ZWe~eSyG;BqcI+o}uu2^nR7#M*UIyQS;dtiq(C%EmwlecLm}`7;pVa zX_N-akgU$`teOEr82C!yChR;a61hnG{DT$he{7mThs^0qI z84%=~vN#4{cz`iM4)%~)CGm?V^^86jg0%a=Nv#_G&`pm#%xthvgNkmmH|%yJ)gi6L zDv>&BIrK>DDpz`Hx$L7jj2q~Y?50yGaY2FWu_T`y`xUIGP|xnGhJG&ZvT&cV_YLk( z4b(N41Rtc?G7MX7`aCx>eq0lR*YS7m-*K0eG-*Olvy;9~huImmD<&lNTknm3x(*?< z11f+2z;_?_`VNZM&3DM1-}WHO6)_f)eV9Izvvn5nxBYJ7%O=dQEvu!Rw=CGYPYU3S zI#Y{UvMans#=_sbbz-wq>OM^(qe7ASrcet0Jau|%7<@w6IhCp$JqUR(7e@Z~lzbaH zKD_h9^QH+)F|KM45HRb%m=*fK#C%#b9;_RiAe5w5ilX$HsZk=unP?l|S60ATy~`3< z6P3=%d^=_|mHqW|Y5m}Z1kuerh%R#36nau8tIWRK5&8|eRPZ8(`d{{{frocy@O&k( zN%$?0gtm||d!<=?RJaQ!nmqNy&8-aC6Z(>H3Ch$lSU^}HG4NoAuv4huKx>V3v=bYEaQ!j^zl5+%nxWjp0;E&}nlAB)?qxE6~(Z1&`5ZgQdVHywJk- zEcMRUrEr2v^WS{W=7154{9(cz2~a#h`(-Z9r|zWAVNnlNZ(bLLix?ERP>B3Gpdnj+ zv)87n?b06*+tzqxrE;i(z z7WCjP^KT3~xTUDD)W&?KEJqH#*H9^6pHznP8&<@H{J*LI{?`wN9Whgb5#2zTiVF>s znQ(us3y3#{PX$E0yfx?k$uUpH@iq>YCaefrAqeeLtu>pFa&7Z?%oMi@7}z~-Mi7~D zbn2_qy3}E;D`3Lyksz&U3>LwVwIu5!hj!GLys>M*Uz0Hzm*u-b_zQIXo@5nhR>2E1rBV#Hc5XY$^!>6Camf{ z$Xd>*JB-`&g>N`3iy+EcbNoRHKHxxZm)Hv-m$yOiB6;MEPp;!eV4H!!>P(xs?Ejew z@mY3}20}ReC!Vrr-iM*ADA!-F1z2o0Ei&$Nk?zJmDwElom8w8Y-<(neHGL?BE6Nb+ zh|bj_=xbhX2@+MQbigj$<7dg3u4Fdi$Th`shP$y~d&QA$rhr%OrhO4bA|4>U_NQZC zy|8Q)1*?rT0xE{N!C7o9X~i|FN?- zgw}8$t-~sPlgB1TY4Fm>coEa3vYA^-3(ib=_4k14vs=9$^)l6{`Y+)KjS@MEH4}bH znbJPoeg*g}&!DK2Yw&cvn{8+vvB}z>(Hgh;jdf;YF5i#oT{{A~Y7F}lW72An$uCv7 zWGf5d>a>>d?FpBbWDnTZ`Tp^CxG;UIM1qj}R^_|k4I|f00l809QvUu$kl}E@L{|eQ zjhGFLciUQvdGu@5SL-SilT3TQ^3yx4S_g?X{ z>a8A>Na!zkU-G<1EqajwP$G=I zF^ar1VZvt>3TQ2DpJEutiv{+)jLsgQ2RSfI;{?Pl?=Jhg6!wN21x5S#o4vG&myJr%{CXUT;~29YlL1C zAjEwqeEZvz#721zmh;Z&Rt@85rgJ^C)t2=gF8_G8A{(j~s*VZxG=>f7(uvuhCIkCo z^^cIY0243Qt+B2Sv$@d}3Zh&hqMZsQatKwjq zK#q$ip_0#C4<^nZuPo$!=t>Z@58*;U( z%k>b9wo?oRLuZ#5)@^XdZ{T2^&~xFV{k?iOqT*YozcKVm>sIoXwYq6|?*St&IVeM3 za?`nrUMi9*0fVrbBIUFS_S`aD8$^GeFGswiHrC_IAObzqpGhP7-99GWAM7toVmQ|3 zL-iTn2PEi)drN_yru=SF1$K!FlUalg*L5ni)J}`WS{6A|nelfc%lz6GP8}+E7=$N{ z{xMXACt}$_S#DUq5o1m>%OKDu;HBAWXK^YYC2WR8K1*q-yytCl98NF}*AoNru`^k? zwg@yWGAv^SHXy?DVT-4geE6}DwXW)pOPSCaGrHFwqU93E$31fWUe=oL97gev>8;tC zU#aiXBSS~}lY560isZAY6%upqoY9&L&6)E7`v^Trg+}kPJEcSlJBME&&QWO?JZm#VVD_#-EUeCP4`6+ z0+?O4UZOd1Er518lE82qdx8Xrm$olu{lQsL-1k$El^s8=LEdxLL@e|qh5*_W0J-_FV;rxqVU%Gsl))FX4y`* zYfw7xw_yJlS%7-&A>lnDt}?P2~+qH+!v_`=Go{n zHEhoDH6BueQG928zT^#Z=l{W>H<==DuC^QEv`v;_x06lKdmI@=Oujf9Waq{THZ^6& zCqhK4Wq#sK``A$d)SSv0C@)zoh8Iqvj#A~guVHyvhdlMg$=}bY3eU3F+XOE?3;3-> zH+?CmVTx9l{Ob^(v@tI%QxPgU(ftqR$T7wq=d)EVf*J( zevmGIo$UK2qGI>)x2Q+$=59Is)PMChrw437q<`}bI;as2-z9UrUbn~%3eYykWyvXC zwL<#l8~G-?x1vZp=vZv2DG&mARM%eOTKSNCMk8{1suUo=w{xbW3u{@Jpm{+1&(*ZD zNGi4$=6GKwhHL2tV|ISN8PL8SDzKd7AwZECtr`3$1X=K$ei%S zG+3LxsR?dBScon)v5mF`(?Tr0kHAsicP%f-xI9tPUR&NJ_iW7f$z4sz7P4_bPxZnSIr22Bo@Ukkz1O<)Q0z)#2@PWL!|nnL%@FL_mg`Y<5o^>LJq{NDXgG{=9{^$L*M!iRf$Zw@ zpVJ)C@u43aPi7z}%9YyQfRWF)1r;;kQiVON3H)nN zrXkNdo}qr1yqaAFj-4+F^b6K=HL{DC`zUhOkse=Mgz>bMnEmrKcIYRAfMbs>37seAL?_tO3svk^V@p= z?XpIK_*3BoR=c{YqMw1dXrp@Qrpk2?7<_<_rX2ssRG=la!~FS)#JpT&W#wHqR>7T( zw(m?~yKBsoydsnxk98rZhAw`95s)0}o`14|TL~bKpL!?tH3o=a&nxzb!M3$F2m@k? zwN8)0-_3})k(?K{(k4G+Qcz(@v8aE5RT-p2h3O!Y`)p^7?*Ht(g^)R55-0=OFC0-j z1sui@n;>T($&eiZs9`8EMLnPzFz*IZN9(?IdygYK?X75j=!8-&SU_iEvQb5WC6oH` zs*!`qNebx^@1hZvc1n8XY^69a;dHh)4|b#dfODvu!FZe-jU8yEd$p@3%+9{m4}&L} zwKNOMZ%2aMYLSQ=(2+wUGH5W^LE93ueNVD>OE3`Mc4`D1&UbF8mv(yjcGR~tj>*3U z?huQ%`LN-LzmmrWc}gi4C=MT`1@K_0KML%jJd{|l|3FMzSawXU726VyDowC`H^1t6 zO6u9TUuSh~7<1?Os=s&%Zdg>DvZL2`6WV-6=&qx+*@#0AwcOiTlXe=`nZIdMnEImU z^2Bp@3PFcJ1g}+prjgjSqLGI%0M+QgzB)|ZxluQHsqp4;pjXoO4lBmbzAWx1lf(rn z9Lm1(8UPRdcDv^yD$TvkTEb63yLCD1EwC#Nt9===5-ZVQQ4cG}l)hmX70+insJY<9 zuMx*bt+LX-v6=29TpO(#$dozjMp&<8MkjkiO25cfgz8dQAQ$qBMf8`a&y+~+{ndGbUbgMnQsSQD++PB|(YCM@yOA(9LI7q{Mf^R+opt!3 z9o`ycqUn}DZ$f*8h4t)=D(lroH5v3i7u;GB*S@3iB#iY+HCJsKP)2^zTbbxBI}b5J zHVp&QakTpTQ;1p;oz#%&V`cJ$^u4O7$z7B9~GD6~^1*OiwZ zNOdhmS=_~C4nY>xBg^4jwHe<7m_UVOIWy$E62g8_o5pd0AzZ1X_mVI&!3DvyBG>IU z%-pKY2jpse&>kfavk(q!t`evR+779hY}_Z_^P3RIMzhBDs~p{EdbIs8=|r|aPMfmwMWb=R}5+xBS|1g=NxC8Y@^M0vw`5btiE8DsM^&L6|-f0mo&}l{C{?b^_@K`~T z*vw{&g+XfG)N|+{8!cu!6JNW6z;kX2^G5Zqtoz&rW+Xm_#-^0ip5})WR@b8LPy=>xFd4+Cc&X~@rtN(hw zJPqMUMIBhLjn+p`y`H;G`Carjxj}guShZDgPHhC(Tl~dzQdTbx5|{wu!dJ4FduJ89 zGvo)VhZQt5#CsdX!yqa6zTM78b70^_0h4Ke{N^&Q6Ygi+{aA|llm_RiEl)smzXs#C zCogiaBTTa309axuSxDruZ(zcx?^t2Ptf*VQ$3DEs=_F4qp1-_uqb(jxk)GI2C;GgS z5Sb1uU8qN1>Guawn&fj~EU9IzlmMhs)?dRjjqvsg8zzS)i`l;y9F zUIdS}xKye3JC+S;(N(eah5e-FXZdjTy5Nd!>#m3hN+-yU!FhDhS)x5<3F|f6tXWHi zKG7?=FqowaHPSasQ7NUyGSt!qkk-UMjw~%DF*Z1EMQPXVF}Ix4GgSG$@rMu-2kezD4Qn@+NuwYf$jQO`nElOwR|Oi6~=a z`;1Mor%30PV7sL1N?q)d9bMv<%nW)k!4Iq42b!U`9xMA*bo*mLL#8Er-%W+l=t71yl2+MLMibst)o6Dm)fMS z6e%fT2<$NY;`X&CfOdJU6%|zOqqtOz;`=vhu9++66m8_4R;qKPvaB8PZlP}gTa>lp zvK>C)bHNLW%~66%RzHQ!t03wYaT(1A*5M#ny6rF+TA=<@+z7`?W3)_7@GjYVtFa_K zHrJXkAshN73?ErSPnqlVd?tR1}h6rAO%DYEfPg3`+RIiQu6QG_$gTD7dkR z;I+P%+vH;B1{+TDhhSkC@{>8cHF<^bJL=8!fdSJyoJNq2%xaxHEEU1jPZXwBb;Q0H zFm;0Cpey7Usa3=jnx7}qy01)bJ%7VhLuZxUGIQ61<}TcmB3)i<*8xF}P@`xJ|Ju5S&}#Z6>>+&nX{F1h*P4RYUep|@bWha#p0TlOYO*q z!b689Z(-NzzI-DmPB#|>EyDw;m(7DFN&1_Q;AP^#reO?*^v-+ycTtz#@_d~FMs|-u zKo8?6Zs7MBC*=8NeFiR2)puXIfEueI^jyh@h6QJ&2eRhobK7Jkh?d@a`bm|NDDgGl zRooCGvoZz4U6VUG$|O$0ybavSP0w-r@9 znnwny>zYmZBU=F5`e^SJBD$~GQyf&0i-$DCyv+J}^7}qS=ipYZF@_T8g%Q@*C zvjUgOTQcie<@*F?`>G4|D|zD^jQEYwq|Q$on!wW_#mRr%2-_Wj560a0ZAp@vb>;14 z9G7`$5Ro6~9+Yx2J1%j=g9Pg*;Fcv26yXERY-kdLJ_alz_$Y%9 zHIP1%hUN(@$dkTV_yUN?Gmx>&iu__O^IX`wIR=h2L#JwqB&yM-k9H;1E3Q!m;j3+j zJ(z}c^hX>-3_SNUq>%h;8TijSp;7iK z{w|CP_1`tyPXf;T-^;?N1HKUO{_y`l4Y!)PtL!$S|aTQ74h*S{482 z<`bzv5`X4zxu{sV-PK?rB6%G_Kb^rlxVpa)S9_ods(0bJ+Nk4y+4wj2bS`f8Nfm*1 zz-P=}{=8hfpKy7yKM=BE;e{ce*LDd1oa4zCyRfke6YzTe+xwrN{6ho{fP1zy_Yd`) zi{9AQcPv|C$k4x^MOtGWoEE>;nXs;Q+WVrdci{jc!bx4qqs{lY@~vt=HQ~(W0@ZS0pZ}n>E(KNP1ta1f2JZ+#mH!!t&el zb@<=GD0!g(pex(Wd5-M5zi+b_vH!R1@|(Q}mN(uXu8>?@oavpbJj{Nh5qaL)ygV+U z=pR09-kf#Ve7p{$RE9YO;TfzszyceMQ2b*b&)nBqdfpi;-`~?_+y*3Y93Nc>U295i z&us2r;+KZE-$^i#xpT=n{(VAuaaR{yho)8sAI^Uj1ap3+1KR>(8IJO$%j#9`1$581 zvnfy{(*XN~u!~Q{(U$~(QDuNT0&X+uKm^siAUu2xgsZgGG2LuM9NxU4VE2x^V~OPX zeQi8RfXOKTDpL+balO2{(*LhAD$Di=Mx%xrxWO9bgu?qxzueN@{DVgmVSeK*;AeN< zq(+4FD%8PMOn+J7@Sj_~H{Gb+ZrvRltosNB&qn$o$d9C`D(63oUUhwuzO=k!yOt9d zzDob!@A>K0V71H$QfvB@>pXHiUs`_I27Lp7kacRS4R@J>Rt;R!@Y}-4R$Q+kd@t_B zg<;&}9eZQFJ)HLEuFm|-g1N%1oOi!<0 zpXaHvVf_47C(_^RTB-;&pPgsBdj2a88hS5V+%Nvu#Dogh0=F978F{_+f?U7%i3a;^ zND+$gCEJtm#M+ly?)Ntz<27)j<3*IOS5m02F7nKvu@ zO|kMQW`|}%NCkd(#4}za!{g~y78a^NJxVYE#~ZXJ=XS%buN_GB+pr`ZGAPrem))F? zZ?2cku|G{udqKX~Jv}=gOucVNOb)x&X7K(=H)=(n*U5t8LRJh=TMaF|yG+=BnKU4n zx?9t~h}cZoGrhJvn!c@p`lp8Vmv9>l%075*ld1Ik8Ur@*3eQ&HW2bl#HPfFLZvahZ zNc5csXuT6{%udQ?YX(bL!06i-%b`xw6^C_ibrz6itLa!SEpVf)(&I!-y-^i}!vlGw zt1bDx;x?{m9NE142rqTx{;v_S86Q7kN>ei7otYAww$G)peL~vdYXp2HKihq!wb}9D zQ;BWZE8URSW;uL&^+d27qmN14>2jhDihEYT+Cq}t?{&-d8b;xy<@i;P?J^s&-*P#f zf4FN+JImU%g~;bROP<94kD%UZrIQ;6zF-K^!LC<3T8<#}De)DV5BsJtz_uSQ{Q{Rk z51z%i#f_yHTy-8For+i9z9r-z(2Oe#NqbC#aKJZtM6cBbMKAck7hG%vNPl#2Hm+1H zt{h*9=CC@gj2<5V!SiQF1%lo0{mZbc=&!4wAjWQf(7U3>{qUv-igo)dvBANokRg1Q zMYCzqDkccj|ERV+b{c{E74A?=RxNYgv;8Wf-x*{yH=ty2reW3_M=E}|EmP$;3i$1q zSIIiBp}$)r_3qd0;yW4AYjb(&(KHUA*Qkfm{hH@|xl`)~`U!pPhwa9T69wE0qKoXP z*q^U(qxd$WR}*UuQ3F6*Q1;{HNzC%=0*I#I@CxBRIhVhidNnCA&L2WRmp2dlRp7w8c6v~V%NOH;ai7sr!5mVl_{SyeV^B%=c97z&t%R-@ z=7FTL7w^a`cz(osN<66Wsk{kO*f?&`Q(_^Xp;t8TRz#XmRvm`-$p7=wKT!fLHoEV| z=^J`&UaN>?ip9YDVjpDP&9@R6HezB{bw4xU_UO*WkVjkh;RNVX<_H#={5 z&6aM2e`mxf@eKBL*fCQNUCQjxyDIR6Wn`->tbe8>-QWlCfL7h-P6o`n8zJ>Z&F2UW z>>1aU{$lF^VL8y2AYEt4iVW-t-fuB}coQ7(CEW*yQ(XF+q7{rZvP}X%MO*^&Y3HK zlN{<~;P}t&_rMl4EP$qh*P_0ygd+cW=O`cipJjQo>$AqgUiA=j+Im9^=s;j=+Y5&^ z+VKJJ$CLZe!icMT+-#75a}V`URI9m50H{XQzXJL0DUD~uzIitpt*#O&_6&ZypOLKoa6V()^K zrX}QeD$x49Ib$fyN=-Cpmz);yBz1hJ&?IGbTDOxJbaTdIzjyqXHKhe~PP@W>O!MhA zKgtE9Y(+;DZhp9sfrF%C{ zHXQ$BtktB+ikBNO)60bYs;CaCJLAczLa_msGztnDgQ#Pkt}D3B6Ks&Bge>?tL$SW)gptD_#m_IMtqwm7XXy{sIRDBT%mF>{Ha16`bL*|P#?xi9 zfHxuxqltfu`3nBg>UJ%Lquu9HG^qG^hXSJnbMdV~AW6^eljN4(P^#;0N-sG*1U1)3 zjql?i&`AF`P2kt(N(Jf?HVMQ#ocUk@Q%?pB7)bvS?}RU31f2PMNPA$%&MVK6n!yu5 zn}mPIX*)RUiwy?vx;+ZfJ#ABMH}mD)=;rty8z`xk!gs_WBy-Lcd&E>c{ZHBZIjnL| zGp!HDkm3Ek%5T(WS4H$)P5FWd-!DYr&G;hecWd&OMD%@ay)ZXi&!1n8RkmAcU$4Ac z`kIz?v|LgZ4FW48Ir}rI)DVP~Ki+3mz~<}ED6wzg`49`UG|aqliIRYoD)-4h?#q+x zyO<|J`WnO}40Ox=mirJZijRaKcyX!CH70^X!%Bvg5CpL$TGRyIa4ra}f~V(iJ3RJx zCN%Wn(NeaYv0A=>NVG_%z$&xxTGJvUxn~9akly>!5Qp?Aj-z8j6GRyW-^NUaeu~Md zRF2FJfv1a8Fl>eZl{x`ir*#-cZ|%32a_$XamCbnyaNvl?fqSpBe$E_||LsH$CnHXN zXtx7}uxE1qiN5vGJku`HU}&HIV>y5p(kv!xGNhfU^6%l!w?yAGTjXF1#64%(gCdNr zBiU^;)BZH^RfBXEyK*5}D@9#jut^6GcY|DvANSEnGA9J6jEqHQZkleY~tB3>!*cq?-+5*8uwa9Ee-p%usBzwR!73m{qT*_q0E zBQ-W&_{X!^>;hwwUuzAE`EApfS_}4*0U#;i0VKq%koTrq^VcZu&VS8ZAiCYnjmRW0 z##2Us?Ia=e+?2OE_lV9wN+1*^25@@wq0g;wiVe8)io&4*bmIEd{6{&X=GEr1M|HBRhdaN! z<==GI2*o85CPv2@ZN=p4}`P>d@&|6-CX9TC!U5#E4t{GtI_^<06Iff=y}Kc)feQf zTIAGp)}vkZT!Vuya%|fu7PknudkXq}dmfkcb^_k7f|grs8nTI9bUW%yp^#+jxmGGodU{T`rbyC7S!I%|F0?ntG9)O*8%Yz)VHT3$PE(**ElD3>Ur zSDKK*q`@TLI>mpm>H4_Y73XwtR)&a9<>;!oC;6xBn}Z>e))v^?*=}%&qc|PKn zVbVdM(k0CBs-v~DlFQlcH+Y{0*=acai-+0r@@eHS?#I=1m4?J@5Ld2K1g4=oJUqT2 zNudNE6B8`=db&yY4l`YgyY-|oeZOHbHrN}(Z>{oSF2x`O6woq(x#F9gZ=SD4D=yjx z?94JtOXk94D~X-EQt`LzvtS>{in^N0<{%+vufosog&EnkBB!~Un0+o}TKyJzj(9lPo)lBrELa+?w{ZQY zBh;X;&U*#H8gkN*Bjxpnbp>H5vjd>oQtOr_4LUwXL%Q+(lZpevP{P7zAZSx7h+^+; z=YFcUn@AJX*J+=u*SnLk3yl^gN*g#?w`+{g3=h4YN>2tbUxqr(Os`CRXSV1|gL7hB z4u?+JWJSZ;#wdv$%L&fnw;g-vgg-W+IK?kHMUqR^ROVe-DDKqG8-MDxQ0slj*n8+Y zRLt^I6|_iM>WyfU@fy{+B!-_5Z@^V$&MP*CRZFm$Lp%*C=8in8 z!?#KsQUO-rimh;z1v+E}nU z*vB}iid|mC;X1o8HE;L%l?g1!r4fHy z{nPQcs?oq!mmgAWs}@dkNk(ki$dAc&uiFq-NZ$+f&wk~xoaAjWx@#?YLPoBnxPc?C zL0H?h2W$O2KdW2?$NIim&vBVksp&BDFenY6E#7yaIbbv?qTZNn0a!asfDaLu zONHN)aQ44tt7@sw&Xt9ASTTz-2C_YpOwC8eXK9Ov9oGTEFzwQJT#N-PZTJ!M?}#5n?V&qZM7S@=3uD`HUz*+T)#hh8v|+TpUVjsXkTxh1lQEuQ#vo z`O_jz#3wuHejjNKy9Z_ydw!P7`kJtI#FF=+$>o!7U@VPTxk)5cp(!x}mEokcWpdzx zmu;V1vut6jqOLcdB=lNY*0#Ddb2(DCtZ^A_#o5#~KKuW*Zp$pchg25rD`r!fOLo%n zKB!hb(3#p!cE?vzSV5Zyt&C0cH2nM7ayL*&>z{+CkWRMWWok%JbEs1;`VeLL{9w9K zGD`WlQ@a^Xs$iY0e-B6tJUmU13;G8vtdaWRCT)RhBkKCJFx=9|;q}@K!o6`|>@4;0 zAXL8$fN{U(rR;7lku5yZ{-`^^2C?d{Y^9$bS0my7!_E5trJD{@8p%U;ijb+JjBdbC zy6M2@LfhlwhQZ@|A#ij4FDd_=iGyv9lBtk{t8!3hdkb;98Zmg58ld(1&;Gu%y4sSq z>=jsbuqE^#j()x3C!Q6Py^Fvrsn`@#SKZC_rUa42ejGl`;(nP_7S}qTs2Z=R2El4q zd~0_Y{ZlrxK6ox3TUoW|YtNVql?++M&-;E3DmzU}qSj#;X*M=2w#l(Z^1mUjHxIqnwmv2`)c|dM7ZsVq8>>YRVCd0B+Njutcy!e`} z_C)&k$uG|gYQ3{&A7I(59>_9547Ip1p+^C8pDPy^Y(st4zj@bN56PQtnzqIJXKlHu zkiw!cCUz+!kFCYIv#ESwj~=#z3mV48XTyIwNC3t(pL2>g(D+M7+sRevi0LkT$FcMibuyvkC71#R~p%S#JzZ- zg%RGtsp2QNNiryuiO`1FFtlvLG3b(Z26<^WU%RVSFH$v@tGqS>yPw2nct$={Yzr3v zx~>e+YR|2XBk^2^7p*4iN+5t{yzJV=$gS)Q@V-|r_JS2r!*MaOVB=RSEv4HUuQ&&r z;^OiBx`iW@YY+^FuH zXyfCQy6iGq+R`hfMu+@=c;|^_YBR(9o5?UEvBLmb?c3nu8zG?i$rdAU$!1;mSWSeJ zlM}cbb}SUwMj#XCb@{m57wh-2?{3>3tjFTf7lN&By26LmoggO&&)9hbOn=RSEutU6 zARVWXDd!7V-Hz)MFQmmgDoW?`=L1l}S0X~5Y@<5n-Si5&$N;yh41jpOBKyx7L`XXU z%pcWBb3^}h9vnC#cR|fUi1@*orQ=eXm;Sm49&QVZrEM zv~I`7cjgvgj2?|-|sBT zKofC>@%^;l>fd}x1$c>Gp^HMsuR5z(%iA`iCO4et=eTvQPmemU=%Xl=WUCny(>1hn zLqp6q=!z_soERl5PhR%Dk&6kg@k*R7y~|S53BjuxQQB%}yVaZ)2AxRDQmE}9CR_2@ z96l;Lm6S2iXHW4SKV2WvC-9Sgkg@a35!Q2 z2rlDEi)Rw!=fX5DMqV~PHI?108o3J=qvNvG<&Jy&nmTCcLEx?ZtgG9~mg?_QtG7F3{v zLTNP1-Vu9zjx^jK>hx}$%b`V)OT((JS2cU%`61f#P<#2Rex*L%P^!PHiT^)*y>(QZ zU6kmJyO!dT0xeqHy+vEJlop2|#ogT{6fMQQNTC#W2@o8LQ``v@x1b?Nxb&U--aFsS z-0z>PWMw^e&VKgU^4n*3R+RwIl~&p*jQzZLp3>mmwQA;3z~*1K3)~+H_+uO{Rx=P~ zd;9i5)of8@wkA>3S1H@}{?M9|8RCMLb!yTqOfw7nT~OCUkW*mjAe@(Ug*a<_`%qAzEH%nceK_YJdkI2tVblvx7E@eIBidU1>@Mz`I$=Gg#$=oV zmVxaSqUPF=(zIH<=u|ckGSZcFelMWfW`kQUPHVDvQEE63cI%bbr2|z_r*>b|ow&Tr zM#tCAVXluhNbMf8X`@YA+fB&=|FR!2L z&1icOGMV%TS19?JyalA+MC|?DC7p*p^>3qq5xdNqJ6W21p=PEn@42Dh8tao6TR2B` z%Jmy(45*_*+>?`&%S{ywPWd|erDhaNCpwsf-e+nHp;&J++iz2zcX>KxAs%83PdfP&FRYW=vJC=cY zbyFf3J6l)?DUF52orQ8@)RHYDv0gd+&B?yld0EUDUKU|b=Y&KCYkY1bagW4>Q9zMhi2(l_j>UevW(dh0tbQL?!RS$Ug30cFx+#_FC_ zLVal=D~SkSONogqf81XBXTri7ZdOyW*nYar=dnzpYHya>f#rLC$)8)sS%{pvp?m82 z9y+AMYPMW(zn~(I{z${?cG>q=frp}dX*lPv)CAnuMfWwj}^%Wox zeGfdJVA5TBdOL&bip~5*GncDA-op~2rdve9e|hbA%#;vD??eGwg4z`M4q`fQ#O1KK z+;GVwHdmW|=B4y4Z)N|C8;t1ac5tDrPU^h#HjoHX5W8qjx?H8)uJ!asE^e(gQxAAB zO7Dvx?@2h4u8pVoErjdt&Np4=x(h%fD#pT6io;(;98#WT`)wzyaR#O=EKJr8CJ%^? z#h4{1<;I1FQ~$NDPbEw@3m_!zR$I4?B@#b8hQmiZ@A*DG+SX@dmkOeW+EPl+`B(bf z(-f

-kr8{#x1)b*6@Pm$wclXAO4$I?p64U5~09uft=iskxu$7Ho56PbE1oy^UBt zAKN;ax3a1^(x`GHG%x-O5PlPBnVI5b$y|W?<(vk^a34%D@s|cN93mna(lZ`jO(y>K>JCVTeXD>^`RDzHk zZQv3duBn6&ESBrIf^e9~sG929WZ`9i5(; z=~`{Piax42f0)5M?eLo6{ogLJsN11E(r<$c-*l`fW7~SACaoK$x4Dk-!rt5qvOTeS zKf{#;9f|3;G3A#zPS>OLrhl0!O=MZ^_vyP|OfiqJ(krVQ5ejaw1yi;UnS`v5S)^sv zG*%phOTl#F7;#)_k=Y`HCi*&y@|gIdBkB0%k5`##`^9s{GvELch{9A07`Yr`SFoskpJ$ zfF91gyT_eTJ#fUbZ#N|!fxMQ$(E)POtExdL-lXKS90rSSTr8^p7LU2l;(JeT!PzZS z=!5<8{mx3fZ6ssUigmoIg(-VlNlliH$QsePCf)U9>GC35x|rMZp|IxIUdS8=d{dI< z;W}FcwO;+VjeSzF-#ult+Ax!2ec}!4w`tx`4Odd5aq?S3=L$r2ESW|ctE}&T1a7QEf zom#OmO2VK|vvcbRHsIpx(7wW+SD2i&@b?|A@uCD0jy8=dc`Zl#bIv)oz->5hB@H|4 zGqX(E<`T=>)O+%-+yX#5y_YVE=Xf8|6atJscmy21L6k-EAE|YFEBd7^{3lPDM^(7H z-eJlav%4XZosr)M{nossQawjJMdo4DDX>r|DI-JK;=|>o5NU=@@)g(S7?`pXpi{|V zUg$ftg6e-4wYfg|a2IiDf5)o6`z3FO!3)LkvW#SPN$dA`v}*HG8H$EI5{28_sjOLB z5Q&e6s){(}=&8M!obJQxp5JbB2Hm4{#G3RZT(Cg|Hm=*o>MudfQj@xg@n+zkarQ$~Fi&ALOF9`bapa+hKc!pWGdf^X_EG9IWl@ z?mS7ts4L9%Bfr+1P$d~TzK@Vn2)@>%!urho%}PTY!%_PFOKo6f`?aj-ncZ4&zxmnL z$t+@XeO!ig4Zkk$OJ)Zj&nodaFfh&G`Yyux_YA1#pBO}7RbaxFV;g)goSwm zzv;IY-gMl~jES^TSl!TQeDv{42kRH}qbgh&okvFs^E3ODo@5xWspb=#&-1^R;)mB7 z4lbanQPX4saML>j5Z=kF8yyo3%x`%gixs5jEi=iRx)|*uAwqtMyzc`0{(}=Y=nJ1kj@O=N$ zZ_cP>clN8-)zcQslb=V5mc704j8iv+!2s0JhTts$&r$v)LeBhZv%_zzu<3|_&H>+) z@vzys#_s*|2b%u-xd(UU?AEW!LctI7{w%Qpe<&w72Y$5*QKFC;sk|7#ns!yfwLyJ+ zzzfypD~48qB!JjTh+pjg$v*w{)Xjp5DHb6Bi*%CfUCe{>!f%`*^!IH(v!^ZLkm$J} zZ{qrn8xH@wMcN_SRgHQ66Y#{&yg3v${NTlX{+Bcg#SO|JN&jzvni(+SpFe&uO^d&%$F2Sj z6f&eE_{5kB(aFSiag?^ifE)aoX!1K8weBlTvXH{RM)|*!DlaCzVRsxr<0ogN?x4){ zxXsz!dD?225-^amu??(ahbiE&R!C$YY%{=s^QdWF&4dC~Pw(NTD{0&z{rPgx&AEFy z(8_^LwRs-gK7d?t`H{=IxvCiC{(IS;_^{OmFuAgkW^y{9OQ~6j>ECF{{~p1p_%qT+ z0BzG-0Lnvu+ZIGZ9#ehP0qCYBM$!^M&Ka!fJng-(OM4FWAw`H8S@A@q}?~(=0{$H-naQzmlLc8AMVP~pyx3H6LzP@XKr1qtkPET91eZ&Yf-J<)L z>KiEYbva~9pC-QgZ_*IO9f3R6%^NJ6k8&B&dYvQ~D1%q;xPSpD*T)2u>k)!ytG2pl z{u452_-4hb_sy=1FTo=*h~*0qs_!}eit^vi`;Yv}gfvS0*E#%0As(`R`F|erSg8B& zeE;V!x40fWkTY8^P{@B1=)c(H57aI`*1M`7VD$g#V2s!9bmC~4|I?9XG9mxZD?ZBn zf02QIe$H$BKPgUGBQNaWe=cJNG?|}x?EX`P`^Y_m!C|t02ckEy|9GVWwk$Agx>+pq zPp!#++|xYqzo(QZN{7K^9_}@-&$E`m5^Vo5URHFjyU(ug*3_B*FFz_25+D2@_cw?- zb@u|w^Uss#pwgO8urvQVbklf`Y~{Z{{_|Y?|4c!?(i-ZW$WAt)m0AWy7_kh&4g3WA zK)8*7m>cQk?TAoDB8ND+Bj%dgaUV`<1{!j-SYkJWMq>F(mc=(I(lK zuX6R#w;YRisyF8@0}>|V;HM>H9{R}LSw4Q$-*0I_A|Ocry4hJq@R;BoXs}0$o2R#S28D=3$PVQB7vie_VviC1c8ECnmy!^n6E7eJdSe#|KEoOdY}7mQ5ffg39QAFo#;DA2jLC~5s0{dmuQ z+F5*wZ&!YvB(1twC8@rM6tRX(1L>8!EfqXqKQb4~D$tecVzq%fl?OrJhBWp9S+D&u z-z@Ir)x{px>Cjts2K^{DzHpbuQu03|bDqe9mxwN0(E8BCidtj0U8}|m?+v=}ntGE8 zOP?~eO_7H%(+)N{+u_-%JXsfM2MQrm3J0jp}uj#hT40J`=Q2*v-y+8xn)Ua7QzO5c2i^H41~}b2)b{ z@9-Z6l6E|t4D|ej+!HMW<={NvBcKT^h~vBlKum{~VCc&V%gehFm%KxWtcThK>1)2k zEf~NHo^ctEwcynD9pw$-B3sTCLb#jm6uB(F^y@hO9_M_AlMnSfyLN#A9u^9Yq^hs2 zsy%y#@7QcSPk3(4JuQtc)haBO3q>6{mc9Evr1S2+vc_35IRQzS-V4Y?I7v1C)M^7; zuLi*Sn1LYxqidsYED?XjSA4A6R1VrpHqaG}iroV~X~!H!{QFvOXhoU8KNkenWnW^-C^^d6y~hh3 z%`tk0Qdw_&h&~+``D?U9?i7-@7_{+86PuYO4^wL?FL-O*{-xbb)KqcjbfHLhDy#8f zXf^3utZq%YgwU>&cHF9Cd$l&HeSBa9gkCdzi0Sc`-B3wh#Q-xSL0&Jf|)|DGxOWUdlM(1?Tp*SP1G0s-p0bgt|?cc0XG> z%;Kc%8Gi_7AfUqE31rC)t8~eQOA$y1Tv79GeDSsRJ0a9XuBn(H3>xs=(qN@pn+uDI z*C9{Gj6IhEoR2lZCWy0~8~FT8T8{|Bg&vY!vi1(Rp1IV4124h-B=H9s*c+_19y1jW zlA~GLsI4V4_C9NZ9UjzwF67*+L0dO)LMR~-2naaa?vz8g@~*)m-sXfKm6wdF?l$OQ ztuWzyXIu*MWGs^@w``4yW!EC;@W(DhY{$NmRMKfo=COO6A4N%L+*|-Di?DqJPzLe5 z?P@i|8ODfi+8fMx3LYaxsRA|;3Af)Xv$o`pdF>cJ_P`(-7p(Icwu4>TK~{uN{~BFU zMDKCr9#Kh7=v1CG^XV}h0>tw2e_*&CHV7(R4Qn;!y*!}oOqV)u=fFr5Ksvb zMb3C3dza02^PR0%u&Z5Ej1zZR*QY1%*DtM(gRu>+UT}4Lt&dkZhHPb}c~!tfEPHJR zdIlP0@S9fd&SPIF6Y%0tlqb0rgHn zWS*YB%~3C<=Py*Qe~mYaYAAL7*dz)ycJcD=e#^YR7k41AB6@+Z)3t@33wk&YTYCYV zy$lOf^O(5lmzaoWfM*J#bBi6k^Y*(uul_UzM!CQ38ptGy2th|}wD+Y5bXluI=^2Zt zGW2ypy=s${@8!-;uoDMtRLBry$?^6hxxHs3h2z zohzz=@ETOks2ExEB;dKXw+81JI_gF`%lI}T)?%wotay`5c z+k)9=ggr~ruAbN%6Yvlk1H6Jc+|_n+n};4Pel?x1G(uyevejmCTrP$TPvm%X*4zC(J#kyf-CS3)AV zlMv$`!VIvZDxD$JHao1jNV45X(FsX6`JH2_XJv*i@{peG#j&v86dM@03RD7KvAEsS zRK9q@*bpniLu>bJ{3$47|cVQe9 zJhlA~YC)6=3Mt7Ki#OfFFR@wEj$fBQFZff;TIXei)ige5c7BS1%-$znY<-RLp15IZ>nzM##@na&LGdh)#^J1#NfOYq%qB0Z*K zB4@!tC0TY;)rzC=Ply}wz$l$#yIH#UH?M7#@iKbNH&j7bNtiK(PsTUBLOBVe`dPq+^*FW)vPaT~bgP{&8F?EQe|I*;Up4}FHX=R4uzO_j`Qe(~3BB8~+uEDf3? zRo}T@F6gVN&N;;0oz}|^7c0JzDU=gUtGcICMU4yNd3vCM;_)`0 zAt^=z7RCd~17AW7AStU=&5kQR>u5@wOrG}>oAhG|12YT>Q>xH;oWVPz0JUTnLM@2m z%HWr)vi(oX$~>Di^2u3ON9&q0ZrojFfuN>S8ZpiRzS{x9U&1UK46`^9ziZ z`9bcdc^UWRIk64#O4L))-xzC0~khOHBS!`F&*;R0tNJp&qI)8SNP7 za|iB?QdCy*{vtWhZx#lTo$QZsJ-7DL zbWDtpJLENy4h^{(^`)g8`4Qe*s(_`}g5QcA@Lu>Mh$>j(>a407t@V3nhvXZzIW&P2 zwJ!-R=D=eCt%5IK9MXAJC8!3*U(fgaYOcFR75tY4;J#R6;dr0a-%#-Q#*1=EX_5H1 zVDnJA`J`_@WIg5hbG9YR1z+CUsCf1SsL|WmVOD9PfMXRwGSXzX12+Pjk#@+y3agLC zF9^D{(wj;-r`;P|;rZ*PW=qYqFP&vAC((|bkhB1TPfl2U3G+)@MzQH%KyGE0rnq1{ z#3*jhQq{7odn&EJ;Q`t&)@pDwzU<4Y^`6gV$+Av^taf~|i9e5Hn!zCppl8MA~}STwy*^nUMLf zJtS#|MTkeyyEa_oay@GZF$gaiBCxv)#?=Hr7}a^ks^-wrD*qT zj#A=-_lR9yOw@A&3}3xx4`=Mp1uw&H<8pLc4Bj7&+>zcGTdliO39kWyecA~~PP=^N z@mn)!Th-~K)P)tK(1O3@?Q$3spHMYRoW3g>v ztT!UB8yTW~D!L9oT^$Wq^e!WD&VOxAmL|>{u6M&pb<=~707tKpof+x#hsBG{t~^i^ zQDiFv5b!HlZcsH`-$+jWGb>t7+!ud;zQ(-D?#)j>;FBx4300&7t-#)^I*MKT!R-VG zetwK6L;;cQnqRM%3wRXUp_t%B1^bn0Q(>xSBA%?;M{l1FsGA2aG+P+-(6zkTTsx!j z$%kKezX{yjh7#zUvo89x7ilV zlA!A*zAMRm3UMsywq`KyROMBKz%%a~H3(e1yvTxh@-i%Ri85e6Mh zka|z`$cnB-9Au*!;P3s0tI|r%@kZK!@~LK)2)8w^1J^Y-NXsSdW06y#>!$CX+n1SN z-9|bqfqOSxAgtvwAm6F8dk6~@s6JlLrI@C{2F>SzDe@~gu^i(o|x-WMv7@(UtkNU5;pX==$$Yg3Ok9B0Gw!1dYH@G zFHYyhM(GB;jrCrC`UJ3urY$VpLYD^xgkn4dnTIbi7gb19s4yzZraeD{9`lBmOSf&=z z{bWa`Cv``&ywLolU;Agi+xpK6Iq8lylHR^+eA3agW@~= zWhOIDr=g;P#78I)SG-Oko9qV;@7@lR4vg_JLYKqXVmT&Yla%W$yBlK}gkrYdgMneD zv`TWvk?w=RiTG8QpQ!fuK9*9HehQ=GW+&*-zm>aT+?Z0tksu~i^reJls7{&I}BfLzdOzSL*I5{(oE8=XY|-U z71eQ@CH%8C2o!A$E~x7lHun4->!WcR#qoAo_%Pmep#G|-#zN(pqairF&>&$wePawO z36*MUoE%XiJ<$AdZa!j>e5&I{#P#x_Iw zEG2K2te%-|Y0KA%Yd=O9C>QRS73~@aQ7(uz|21WBrMI6%t2`hKW?9f!r6eL%cNYT)ym{*x*2v z$DTwwC`~5+qMDz};&74%56*pLl2(?QHTUW!eaRO^@v>H~dv+XyvA=%qlPbI(GwnPU zSWD7|(BBjl_D5p7GHiDD^Kx9~&{J08LG9!(A=j!6F@nJf^jSU2bSXa^PrhyAvX9opu`V+an{MTPc)AKY zzWkW6`Qe}k0gBUY$2tM6Ck9RadxwgaYPr>Jz%`0Vj?x zU&hD;+hZJ5D47e3=vTdEaH_mp*S*c+y(PWeieR0^H{)VCJ85Ez8gvAC1#imry(1mq zvJb>J-LtP-y$Iqo`?v2h|{2izY-cN5ooEf<= zRF&bjUA<1x7w{dJ9>KgKL;*D#i*{r*4BL~)!-_W$d5qJ5&%s!q=fSQrPjmwq399YH z-&=IQUm~Q76Uo}z{1d6+a)m{U3Ykown?lK0PRa%L^dGcD*4SJr*h;P?6iV))r_y0Z=VP6A zzi)Tr-o%kiY#Sq;H`8XYW`AHai(+5L$b9=_Nah;FN+%gtREosOMiMQSurgf{_-R-! z+2B1!xTAIm9Z0X&PC6od0RA_s4(l5{4{FWpU2@B9K4sI$>oVMK>0`{1Ai#F0YD#yZ zvwra=Nb{jf|9kU-@pX>m!=mR14w%JzM*Vi*+}+)-uQAi)Jy4|RFe}0fVh)g2i!{GX zZKRs;7U>Re^$```kviNq&Iz#GynW{u^SQ+zIiWyMI0fPy2l5*Mpa0d%uQ3B?D3`U>${o;GtWn3j?j;rY15HgSvRdzZv@Sa6GyrU>u7z)CZs+_ zhAAU1v9Q55b|Rk#E$6uI^dn`^FcmzM>1h`ZxABn)w>&Kud)mDD@u%T<8Di?_1ltD_ zM{+TBH@9gScuVKkQB%j%#XF$}5c%x|Ym`B>SUi$qjb7swa>YM+Ui;GJ=gqvIcCu<* zY%^7AY*fQQB4hYa1$J1g{gfQC`{_|wTX@@`0mf+>)Nxq4X`A_6`*Stq;!b%<`Eb&z zR_3J>UH{^Y;T@N`D&yy0a92S|w3LJQrogwtXMoxPaod6Ol0V8ny^IOm^MLj_9uB=X z*V_bVgsRXd8^pv#8)sGDm8uP|evIe)5xZBn#MG@t#F%#~@^K01kT4?ZTP}{#<_b9H z!8tJyk~WJ98k7v14LC1$pma5#W(5s951jZCzi6tkCvm! z4YOIgICj^E{g;`-clWyX`aghCyX}4$r<993&5@%>99z5CKS>e_r<8caCj?zR1`k59 zMxdMeP14-*!rFHJv~!*os;1Fp|bqZF#~2=G`V@#U@Gf5yAMkKCrhA z>U5evE1=#rps=&2rG$@m0@>kFD86#)A?S!Z*@V?bJ5PS>f7BrU0}SojJbfiv=uq?0 z#gEPpnHOMBalEJO(yE7(gBaD9KG>Y8fx+bG2&eT+(@FWohaV^z(LL|*s$AwNa)=DZ zJJumX*tgBl$xAA_FLfnsv@U!Fb48!S#8h*2yR4AdvcMRBn%X!*=+8qA0|fYfrCZ6h z;+L!ax$@mk&v?z@v$|hFXcTcxJixvYvUCyOmp6o&5pg0F6Xw%6-l>H&l*cV$X~N@+ zdj~x)z$#AeP=vpTNd%9dBl|vw;j|Gc$FX$7CmM;>n%`^U@@tSd^swH$c0;=D)iMF$ z^RJrZ_IW9Q(Ip#VC6$jrxiq$pDwSIc=BK~3wEC&vbT`5mYE;)^(civ0?;xuVw80s= zJkW6od9M;3-x3juwLNsn4H+jCKCBD0tnJ>sM{P9H0ObdmU%#;cSQu$VLsIg$W9|BW z)G&0?F|1}h*l3Z;1Jmn9^)ec7{;juU<=leC>)?=0@?aUAxRRoy&;-OI|#31zc{ zlTx7M+Ou_i^niJ35tlCNAPm8PJTyzfVIA-9yu`6@H)<`4;Dgk?0Ojdq?jDKImq;(i zx1Qg8Q`&XExYl8C40q~ji{rD1?ld$^#m6*CIw|-k-RoehvX-u*%y7U3*IfjHXJuMg zt8l0XyfzLtx19k}s7}|OAv)enUzbFCeqQsrqV<~>#E_5RYn`4)&O~)|_0$W8?A;$U z7ZK2MMTd$(qSrVw=d;j*?n7jf_2p^Xe$S(bQSvCS#@ez;DmeX+uA^?5@2P(da!9J1 zdrLwqQ1$c7vg6Qf;6|cq7Vr*4od0|}xv@m>m!Ib|vuP8I$dPcJxtRGD4mz7zWADBK zj2Cftq~c4Mjf8kE2N&AH+P}&bB{J@E>fK%?2)01J?*=A!gswgevMBerph)b z`QY2}yw?Xhy|(NM+rItuQN8e68nZW5D5^PgsHaLI(Dewzde1v!=rwAw zt+RY}{h6N5mUVNTJ7xaogLhFDMJ>PJY|x&E4RH+C9d-d-7rwq!TDgi{zB8plj*H$Z)hq?`F zf?TA{BD7vz%+FGhiF^#SFqKq!@1o58hdWEuU|Avg<`Qb$Hy4ZKOL5FzM?|L#l-Sh0 zd#DnXXFuU|taOPlGoPNMCpz@L${m`sR)Io~@=s_id5l3%G}5l5xo&KTJM2WCqKEcx zwyS>@ZFXecc;NUL`-7wyW;?cB_=j6kF)sXzV?{ivUrGI|bE4v?o6!zi4N7C3Oc+I1x@a4@FWd=qt>(Jg|Cig)6o5`LAe?FpKWwRs z#-s*bs@`rh4BWYF>Cj%{vHJsf1nw*NWOJxbUY2*io6*$e=R=haxcR2jB%KbJrC92J zFjUNuG?Zwgm0>fY@mbY`-7ikdxeq)5!IAFKYn5Q;Ms8TMUs-w z&v{0Vkr)wiX}Y5i5PcDs*nqoFA@e>EyEV&Q&7S9&Cev#r*rbX3Fe28wlphU~IAlXf z?7j4+B;A{_E-GTb*MKO_0aIt}Dx#w$Hn~0RvZ*xRC`*eUJ0#`v)0jyeYbf$nJrkq0 zTlY`5KITF~t*U2iv_66C8G;*sXR|KtmK)RqM@jjZ1-uKUmGq=jE{f1lSl1r3BUvT{>qi&;bNnr zg3(2co?f4t7Znu^)xXztO>}0abry&uy^XgrObD0{cpol-TS8jHLyCZZ918bAXJ%Zk zdOz>tOe)`%ZQs$SFldz?q=k3RVbZH*RV)07pGi5lAg%JJFs|%$d)66(ENiiA>>1$m zub%)Y;q^defoucv5aw#G^=Azk7O?0XqQma@iS4bzMdVhL15G$-;UZ%*5KX&}x{er} zkocg(q|P87TW{Y0Kw2Ds`i)~0`ExAo9RyuNVGgpE5`Fd)`l&%CS?I_mQs#DA%SwFf|UYa=Wq-gVY`+>MW$L5uQNplk3L0vP)wI=GSX*UHD5av$wLb7|sb(#3o^#SR znQbCqfu-ki)&pI5SccxStuM9R|5_XLm{kt!z?xuh^jD7WqkneXh`pSdYZjC3E$aG)`1tN@iB$f3gY37&Nv-{VShk-G4yS3L(7;qg z&`vv?;xQi=E)7O_JwXnIrfqpNuS{9-{GgHZzUdB?lm{%t@4hj)OeJzogO`7eeIwt0 z@92Dq@>TmSL-*F3kf>0c-WS*fO4gL=cjO?R!eQZxXY90??KC~-zqrEtV%(UEtfy5l z#*9wF-mWq_Kh}-lI`;{QEXxC;8=J;R+o zT%I_|PE`9HK*}5MTRA7&fGL|M@ppp?bs!C6=68qu(aHMP0n4KN6atRw17qVke1aWf zM3<)KUNS_(SaB(550NH)@DS^v+!fIRIYAz$+d8ivCv{4}M`!S3(F5LxTTz3>o*G`G zR=sc1hB@V?y4kG$58EzF`&2|N94-{_Bu*$Jn1pS8&~Mj5xh$)&=1$)Z<_%`#?t=GHUloLzHQkYKfaf=$<` z>3e@#k#J5sG)DqEqC64oP5~R4jqtuj66sa#sQ9ycK~((AQ0Y)5KZKobu{EEKg92+mw*bwv+V0b{E!32*UwGSx%n$Sp zPla226oPMuVZ72|*Rssb;RFgLSk(6R-ma5l{8!eKopg%CZkoM?{i|c0MhssYnn@(3 zb#V8;@!sn^Zr@}*pTlepdUZqpC%OLhu!wkpvFr0j&Nh6^sy;)*B*9ME)diI+XH$Sq zk_v&zbU7g%KKDlamx%2e1Gj`Wcfkt#)9!Y>iYB7&EMo=HmKX081$m?Z5h=L_ zR|;i}50)Q82kyMWu!?z`^Aeu8X;DE*m79Gn4nx(=WhZ7LM~7c%iq~-p4cyrOSawN0 z?lC6NEB9OubsikTLFiR9!`t{&E9Nnt&xQ=IpYEJ}FmRkF3Og()m_=F>0J+(n0DIE?GxU(I`POM$%3bz=zWpiukZScBk}hc_5P zT=EyQQzHeQ>&(mV20=MJSA>1ePQo=}cp4XxvOl)JLR$RoF~G(T-6TLyceq(Z3m0^A zp_5@OE;tqETV`y4MbrRU4yYAw=u*b!!Z}Y<^ zDeJYL7OMs1v2{*Na?LG+DBIHL6RRO0eV(9r;eXQ7j^S;PvCNH=+V3Zu7CLEGzag@N ze-bM6JKpEFViNy+_v4B#Ze~iqD?Es0JvZzv>Gj!Dk|#gQWS^!69E8mzS(%rdFh333 zSymf3{t_`?+*F7?@5w>hJ|Lo`EiYd>PFb6+pAc6S7;A&yz0Ml$U5VdQ&%6s?4Q!tY z)NQ2A1%_`-tx@A=p%^A&n6BS2ObQ+C@TpFHwh-DUE&Q`og*(<91wFx(uV*uO+hMOkKf&lgl6gZM&a{B=l6I-c9)xJuAMq9mh);&=QmP$TA&Mm_; zM>h<~omycpjOc@QHe4{}u!IzzJS*e(39|NieWGSR%rKTpjycnhx6RsLXjoBzcXhe2 zX0JCifgPHFG9GCu#_OG|%Lo}vL;qE}>=2o}T9_f@h|#2#EE`Ly#B<8+XE$IY+23C4 zI24sZxSai0T>}O;QIrmHS6Ea{0J%%t&NlKcT2p&?DpZHMxaRmzP08 z3}X(`5BIGD+Qh?s3yvAkERKMInQNQm36I4yq$^YCjgRSuk}(_mo8C#4Qs>JyPCUC~ z?P@bF!}jmUVT6KwHmtKKw=2DgO?Uol9z#r+&W7nn4y)p1Y(YijaACTLfTkx#Oy|EW zz+hJCGcl$or(>@}E86p@I=_ixTX{LkUI1GUCv63+1!db+HM`x=X=%Ei@la&-2n2r> z5cTUJyT9!STaXGC@5f?$dKe#(7)#GI_vJ>1WO-D;*|~}%yrkPslX3UOe*}W5I$!}V za;8{g#|d&@D_tPlk;u9`=vfhlf4-UFqRkQ2DGdj^`!_Chc2ypf#OgH%M5W>iQ|oh0uH!(DEm8f_sX$Du$QJ zUQ&Z;pa`Gk%3c1g3n{~#rJKRm=t2W_dzefQrUS6%)mzu(;_G2C+Jtb&*VYS@n5^*L zjr|qvZZWC5UrO_19RvePFFKt_42bdD!)d8IjD2-IQfm$r+eVn`?a#$m?eq7Jviz8z z_z@5HL;l7lqG(h+ypbFe$osj%EzVFYo&=myXFM93-+A|!JrJ4e4^ec8526sf!i_`d zu`Q7tgR$7#5y&mndUT?L)+*s+v_EEIx%wwL!ApPK;=YzQ%3maHMR-2oMrLbq@_o1; zfJ+c-8fJ&PN&Ma#ww@dKC&(QCh^Uo>;YOb<%gQc>y}!a4eVI{wlLJ{7OjT{eQ1W6h z)*Y4ZHCafm(LGql(@~L&yAoW8qYkT=e>=Nf+oWz@Xy+!H0sAu7^wG4Gvoiu{#-UmE zQ`6^^LLRi)v%vZN=m^?ugGO`-&CmUg*fDPV-WIG7F1Fqcg9A`#n4A%d@GJqe#>pk# zLXMT77e76+y{bL@--(xeYteq+#NGRY%>G`;`&%RTN6FT9V!4v%-%9-gKG`14wVd1p zwn>P~TDGT2Yhd8Tudk3Qad=n@nct@-=vP(%Z^5l`U&26^M1E3a(mdo$i~~4p#=>R4 zCq|+t##gc^zR@3;@9C)&t&}n2bV@aeOL?4ZMr#5MnW1+f+ocWVK5|I`a z^(EzDs1v97ilUo7-~~eLdpFEgLsrX9i|@|bms{{kxH`1Oh0(RHLH5}}&ph2WMgLjA zy*Yu&Cx-~%!K!pM{lgF02j)WgP@0n?T!bC5b;$?o?8ehhhdXB$N;#(2{V9Pv^mKI}e z85mfM##ElG)HF8CEyy$|b$50X75BRiyc{!Mku}-@3nIm>n&E{ug&| z85P&EwF~1A2!SNH21r7H03o=0*n!|~O@QD|)3^n9k`N?laHr93+$Fec1C2NCG~QhH zIXnBj=aun&_m2DPGWy4=wThA{RkNO|IZGST{Dx=*_}a{%!`)~On5_f!+(;Oavv_E< zMpO)cWZEAdm4CXZffI4^^h*XTvHs(PgxvG*Cv*IJX;v5J3vSB8fP3R$#V_4ZUpo^Z zYT9_aD0jicQfC0F<$rUI?|V^BEd5T&rwDnZG9l8q9bepHx`>;B57Xk%f9B2-n{mVO zwkiWb|3mb#NFM3DzMJHZa0AzAhx5kWi?BO}S~*Z`Du|*!#|2>KbB*U={jIMMo!nE7 zw!G)NYu$zRj)?b|;Q(issOwYbherx}q6RIdIt-FC3q^Q)G!a*2a-oEJnyT4F46Fh>xk<@oZQAF>B3CCAD0f=2HmTLw zciE}Y{zMvQbjah~O8S$@4S^~#b%ozWpBPks8xGf-s#Bl3&|aG_UP~?<&;#4vzC~n4 zt;X*ZW7x!uL|a8RC(U8}ie8A&^!k=zhp3+lRzQ0fZI8`WK{CkoCrSkjyE*VU#Xlv- zTIiebnLGSaq&w>tbk ztJPB1ET&8GK6pk4?+ffrRZeybsQ@Ls(!}e5B7er;53^{?IbvG6O9n4JFrceNaFY8? zmrZ9ZK#Ghgt%V)!1ErK0KCLd?rdz7tsY}66^lR7fg>Oa+-F}LHYeZ5aU z-5q{!J~@twlvKOIICX!N=dLA_7X1z` zd8-OecLJsS($<0-`?W| zxJy3!n}~lC;LnE@?9W&qe^cZ?ehDMTdh*}jy8s}5IOon&Y)}0kv;X}Z#`<##9<_bH zZV4lQntzE?pc!gtVyy{%@n1>En{h$ucIQM*a_@f_mfyXK3pzZ1s`j5)@MlNTNuS@l z>K#p7Tszqvqh9=7*Y5}SkT3s~@&8=MQNaHz|5GJ2j+-Ny zZ~Om;&#E1&VJ&9it^Y%@6CbN(jeHo(+s64q{u9&glNay~p#!tV)N?92a+Kjh9x>+| zP?XJbY{;FgYlnCd?0bF)M@6E;!8F*YaPPmZLGuy0pE&BgWqE2Mw_cF}@bQVm^HuST zrC>7ubs2z<3ZCVE<$hM*a(c^i)Dvau=I&qp22cM-LHOgpcLV)DlD5EYzI*@BED?8M zmsWqRj^&+sQl$;WAUl>iekat_``wmGS}rT{qFJf`(%!Hl20lJWJE*a-F-Y$CzDZf# zC#otG$eW$#AvKh-FQWk=l6IKOvEm5Wg&5$!Qh6ogZPp}D5=C;nZcHNO=ys{aN7b%p zME7c8&65&B(`}>Zg*QAc$KLZ5j$At5bzeSXo1)tsH+jtzI_mY*y9jazPV@$HhmfZ`u=|UQhR;LWYYv~2aT2xj3&G<1 zws@pk(pD-q#iovlSD@I14oS`KT)EPX1-mm7QmuK4EedovEk>c$Gi8r#(Z#fwRACoL0OuD;?Q) zb!CaY=e`EbT<}D1ud(xUsLBGLk3l6jVU8?esBb!MH*8k?L3tHps30QCQ*6uZDr$G z@sEv)T2C^@UUkn*VizOOXWoJ3?Ha8~z=29ddWRmeG4R>;V*kTw5F?NrZv zHI{jcuop9^O#oSM;A1tq5znw`(c5!5o&OxoP2x)rF(2K7S0$1d<=H0>8~4O94cP~c zJG)!DHYg|Up8VT@qQS-|D&Co%ZcRE!<=)>1X%PSr>#SGw%&gNh z{z{$}^d}78<#H0^YpkX-l>=Mc7Vxs*wOg-G?#{8`b>Y4N#Wh*#dkfjuqEENP&sB;> z#0UJs&*{dblQ-j|U4}=tlolvynA1r#b1iV+Y`_K)cCA-?Ld?> z7!Z?sQTzzr(@#U=qf~HG;*4PvS)5z`u*+cG7kJ@W+7$-sP9g}_etlkaW&-Yif1on} z;!Bj7b95n<*(ysC=B8=jUN0V)+~g$Jon?EovWaiz#j0%heoaf`<^|p|AlNb`1C3eT zDemcYL(dhU#{Qe*E)6&0#UIIRK4Zq$9ON#tHd{$`hixldY>!QB%H}@lgg21?n>J*};t+*|Y)RcZ8!u2tZp@R}5;~X5 zUF03j{4_VZ_;!S+-T21`3rKX2Rqz+K@F7XyOH75SXGIO$I*op$qQKyza?&mb(ycH- z=DC^R=+&jixjo^L!+|ZDO;aR5P}FA`*(PxDQx0S^(EGUJgIDdCXWCu7H132%?@IQi_S8VpKvB*Oz~KEJWb7;AHR8MU1_kXtIMxa>)epyS%L|g>OIxOfbIDU&)*tRdL zFzUdhFywM;*LxUzmzT?<>o3w;7y{9X`XF^7Yu4TKNc#Ozq0PxSiOvi{klwi zdh$xfbxtz1g`nDzIsozrb;ws7+9)hsacv;rJ8nOh#U>>J4+0y%ebmJ%nRA7pync2H z+(a|Fe))!@F|WqR82FS=6>&6vR#SN$;c`~|Su~ZZ{LEV%U7NoA?30c5{?~uAl)|Wp z$TgwwhvS#SU(D~0zUDII4yq`tSNmiA@U1j8@T*(2yyGp15XZ0hHU%WaH$W3h*f(u$ zcPz%XdQ@b*k#r<6TBd(U1Kj)l3|ZAe*Y@^R?{WsZm9~xz3gN#3DU)mV!d&fOS-|{+^2|ba`d<9*9##xQaTTJi$~;Mg6H_acrcVGQi1?BRnUcM z0)9$WNg!yAs2|3$YvV(2@Jr~_VX>`XJGTv{rlN9>_~0WK2^2de@bSP)^%`GTrQlpQav`2ll9!#^r!+Bb?T=SME}vp6 z4xl|&Sf;k;m|5iZDZSRlIcFYdY*^+6vkZ1|o%$XmcJjA7M@8(S9I7UMBByVO=4X7~ zinS)cJ$Xc+8C&pRYvk#au9T=t^{>cP^b!drtc?kmqeOLStR-8TTlZ%#=@S5tbR&2A z14qjB?21^PuY|UBlt{Vqylf$ zIGfA!NRaUB<$zyD#aB_}y`MF8V853cL(x+X)c&j+1vzJzNn7KrknBee6o<~ehp9vE zk^_?S)5jJITdPaQw+@UVsB~H|iI-r98y0>n{?WOf7LAyYn7*!7lfCRHo`u1EFx=8) zohya6l?~FTn?AfWk^y1VQFdUZu~U+%k2t9xE=)tBzOZhvkYO9g6YHDfS;y3*S%#8G z3FZvYv__P&9>8*h_Z@4#KQ@luoAK@4Z-4mQ3dA1d@A?O^ktMjm0eF0mMfFmkn-CyeWqI)H2H|=Fb@q95pA&S23A0WiiE1PmB?O>MS$9 zmMvdQze?r&Ao0Qb^$@%f$2T$tIy_Bb<$wz(+jV~!I2+2y z$8gDfB)j%9rxn9~_e@jE-ueJL;36fB2h-Hm$p0?Palm;y;!6z2#fD{NjN~6=UH@E; z{+@u`(MQQ%@^(D23H49tG-T+x4{fEz@^1T>WQx%e{Q&A>X?5#vx(gv%{&_zwWbO;H zg%=P^b*SD7)QF}DQeA>xeAYdtBI^mWTdfP^w>r)y7}X+GEa|XJ=%z|G+(a2p3maY@s2@$* z@uh;nUB*}!o?zx+FZru76#os z^5VqS=IC1D^SBe^cN~TrWtn0dClWL|GnUt1?99)+FF0vbx!;Z8fgWk#x8WbT%^=g| z!ApMf>rxW^U;Rs@S|?`+)P;W#VA!gqrqLZGu0EpX=)96X)hoZ) zjL)Sj(SfN`HMjC0D{-h;Wy!`;TMrebmr zy`+9rcKK-FDtg__WqyLO;}1DEyu{L7%p_;~#PY#ueRVVdh)3sPk8Ll@!i>lsJd5^CsUIQO|ErkC3~d#K zkxX|bd)%AJF&&D~T}Gp*gPs1qNc<*{wClt44W0cG->MG9RPjcML8c%7wloBY$QY{~ z=a2>&I{Z+>=hXXgI5aC)p|%{J{3?T6M1^e%M`~gf4PQU(hK*yW4~_9Q)9wff~hVG3}r-7#rBTwRBTua+_R}o z!cMhniSC%LN{)$}hiAn&8@#e&x34fsJm{UH()B{N_V)V4{D$Y3%X|ELj7m@P+t8NxN@PpZZwa3IUC0f%odQ55au@HbIOF3N-pDpBJ=Sq_8u6{Y4 zLnD#_g9?4x)b)LO%WB02gz>h+k_%a2|2(=ruSc(vY(y55hmEWS1`mu#>sF1!w#Ceb`%|XKI=@ncDdD{v)4UB$@PxRH^(Z z6H>C5h2&ObqDK%t_&=crcM3O+ID!2st6I-+s7cbRJ+UU#79k_YVTR>&l5=O)SX+2T zFXns=50B5@shq!ML!Uxg&WTbO+S95;%&eimHZifx`+Aa?o&K~o&l7zb4P5}+;*kvg zaJNfJ2!HDR7&2Kb;JZd+-y$d@JrM;!gfC{Gm*x$0P_w{I+LlQsl@b|r-V8moXx5Eg z?JXMQ3!GX(a0Yfh6=0*`_EKt(QF{PNdt=)n_S!EkvY1O}RZKy?24H#WKyIihj2D7b1FU&%kCM49-=C zKHWX|_FQ78qmw!g(Hu+|*dnDh1--Z&v&B07$VWAc$A^J%ylI);oDXal6(8Pw@>y^= z?tY8PZzty&+PM{%4zYjTNbxYRRWr)TYtchE9CovJ($k>ox-D&{cp)s}2EME^AO z8T{SL?MP@Tzb@FneH`M3``#ZUr!eq&#~ClZDm8~^kGSV8LnbMp$=bWBL+J<1ts+s& zW3>#=X+zmP9Y7bNw=Eru`(|qJbKKHkF|i(LdqsP?qru)p{2o6!mc8NP;OcxM*5?ar zF)#J%i2)cJb$fDb{`aT4y~WGxkI)TIWxRQ~L7_}uA0|0QKC!%WK7tA)MC;K5 zORzxCb9X-C$9#<2VAAK%YZeNJKuM(?$PxJ3GrF|W*hl==SFaw<}8PGh>Bkum|td$-wq^6rl_g*$!}Wn)6vR-e5ob^uS|;`u)G7EdZXrQ?#i?$U9O8 zm5g&Rhs(y}DT{t_S<%FDsyQT3(u>tmNOc_Zhu3iet?4MWsocqtYBe*zZ*qYbTH=$) zct%fbAjR~X>MkQXWE2e*MwRBnB(=u7$G{iB^aB@f9GpM`Km2nW%C_bj|EQno(Km9 zP3XsCEPfuFu_w`A!Ii-IGdyb;s6%tZK_yq(CBcrnK?@Y`?w@nDpzZ8_S~cob>xzeX`>HO2Tl|k< zBZtEETejHIe!6z2JySpG)u$D;q5OIv{177Q14|^-Ttk><56KxtNfN~mIOl*`yj89G z^7NnbH|u96{3pD1v}dvM%fX9B=3@-xV#gT4{{4Owql&VzWJacCpfyqjB?P!Ryft7Z zVSG=Fnfs*+9Ae6PZxVcy<2=s+fppk{v>tH@hId6aX#}trbK-poX0Ff=%`X?hKT=zy zPBYE^3!V<9tMZoj&Pctm5nR)q0jI@kEJT z`bhoYeI;P1EUyuam9us$pRC zLTW%>r#rR8cGSNpH!~P67c{A8& z#s?@0-M|bl4>Hv{Hqw61E zpz;Q&{sR4V3gU<5Y#Y@IXvL=A8HMK;%i++tqO2j5!djmd+FPe5W?k&?q zVz9`h{>^pGKd;m*$bTa<%cFL^O`*1Q{az8mqx|*dv9yC%QD`?vO-438iH2s7@tV)oA>;F7l+i?R34@j`lW1@ zj1}hw_#wPsAHTas;a+QFwaLl(MC@_rHn4g7(^|A(oZAjwMT$D2&oqlC z&~JgKRODPB15f%5n}Wp0da~nv6rwKeal2ndkaXf@#??jh1!|et8#VWVO%4)qWryJm z^v0_elEkOM{Id~fNkO!DJ=-1HT#oVziVYUN(cA}rAW3UvM$3$MHPD7WIXTtYqF<~e zjvsZqt(>&O5X5N@+XCGON&I*wv{gSx69PsTr;d$uP_m36!*ju~-Sxeva1-=9Q{*XX zSpId!ieWP(oGKWCH{g-pX{7XF4tw_k)btD^lyD}*>RRrV>_@xWi~fE`cUl0H(L0VJ zvT(@I*ql1ZY1f*OGh|RgTc5*xW5s#}|20yN(cRsd%YFZmY5d1RTGUJ>CRs}|gF9{_ zYw@8iDd71>Xb3TL@OKXE;f8*?Pwh%|*WJ2_?Wn@L)k#|8?vTF*T3fkc*^ zrv~{oRTy-wVJV+A%a)UN_AzYoQJd$_$qTWAB`~dsSG1p1VhYpQke}{UVBgAr`)c@5 z@{m+8T)7P3?-2Uvjm-%9=lxv@^^m2dLH^P9$w!N{(AE^_rGJf8!K9lLN5t!Z5#@+Y zmG9&+oG}sU3z4fGqi~_HSsvW}*>w~EfD`eNS<@DeIsciv@HzQ0Hn7rxqb=1Enfb=^ ziC&OB*)jHYaj+MvbfBEb^W!Szr(OrDnb+)0ELLy*Ah*rF#gzgoBvCRgUp9CnmXyqaG_)Uk%n{b> zTo<-(x3=>7d}yIc@g`I4UKbt?(=^Mhlg^h!q5AQ6QqRWGGuano-pRa^T{Pj)sd8!< z>M|PocIjBK3~0ORGF)T644ZNk2cPB<4`Mi*q3=7v%GSkwre5i|PZOvwc1g>dLXXq+_=@VcJSC1By z!I67NI%@zmp>8<3K{66h8tMgAilEoaG9=!gr(YzTLBv-F3ixR^bw58fD0z~nUk*v5 zlVw=Zsx11&*|vFz3+*MV1=kR-*jc2T+VxpMr5T24cp^hg+suVumlH{eEBL-h zfa)^8U2gxko!S+T5HBdclr6Rjk#xvOK!x^%67;?!J1d5K}$cZx}?=y4mnVyIIQ}t>x#wwP=X1;iJ00W zsTB}@Aow{Wp1k~a!1Ime1zwHyT~+^poTPC8bGcY8!XdZQXeF58mk*j2;f(Hr`GjRH zu20Ik>z}*3zcG*d2ltoNEn+xckW#Qcci0^|PAo-ifjMFS~xioH}Kht%o*= zpMG<26D&W|u!E5#-7wUgsd+qI3y^gNtp;*3jW(sy)kBAaBbOngPtXDNQcBcqdE@S{lRyvT?qUgg zWnXz3XyQtU5d3Y2Ug$=&YNC_7dH~?)r6C>Db!@2vU298!ZCx50$##f6<)mAFaJ^iw z<93QG)in?5_7q+CHxUkahDu}s|Ln(JNnX1w{^@!Kq7CHMuMD=}<91u}luDhWKX)Nj zFr4*MVtI1MU3t`F#$pc~w%@ch#bWw%Va{%NjQs4zb;V70K1)vk@r(F8r&p+`;Ij2n zO!UO`c^R7wJOxpHE_Y;wm~QMRk8M(`?o4v)A=tC9yQE3sAl+g&bm7Dvg%9?uxiNMT z`Y0|>O`sm4<&i^#5Z8gZPmI%AyJ;Xh7F^hsaB;3N;g zY_<=+k96m|1S~thixuy%y{zh*r5|`l^_W09M^+x?txMzleeD(Vx-yTS(q&-`O5lp= z?wI*XEnI%>i}z!-Z@=!$S)wby8tA9m-Fqco_=rt|>>413*F96b({$&+h9Qt)hWNqo z^~sMwn1^T6B7cis7xJxm3JlK=9qq5b-FY%J{gz9q6L#cqlRmUu8)DwvPBNPr=wq=f zVmBXuE)Y!qb0j22YcLW%kwa=z z-u)Of{c>Tu&8JkAzp@T3x{EVTB*{yI>l54}m#>zxxwdttDfW9x=PEslefjKPo$mKk zyHC2yYH>J*6_fk~Fm(${ZRYbD|0o7UR|UOu8O`SO`ZGfzA@%W^PuiwmW__?4Y7fUlf(GgpoMW8s$tpQo!l$}Cg0G}?o;q8FK z^msT&FDIg!0i-t^oAu6S`%uciDtL9GNAInnK;E>sZ}s!x=J*|#okMx+!uTt)>kJ_? zFL;BS!`ETEsgfUiO;Qy@n^en&CCeK%)K@}PqEF%7F-0~8#rV{l$>>h+LtFlC^TkP> z9pT5nlkR25V$&@9hv5Bm9Ff#Zn}M5}kk@9F7!-f!c(G&AGU$nfk9F}RJdo+->M%N) zrm7@H!~C7&=gf<%TU#&m3*aaQ)$f;RXd+nXZ~m2X$HVyeuhbziR_nh~OAL7af6D?| ztMq>;8_hrT85+*NvJy$6J^WXSE&%Oc?L-ri!FE$d^G8IKiA%4SHI($%4=t$wUGA%z zzQhKl&nWb+w`AyV{GW^;Pjwe*W{0q9ygJw~{JYHWdefA5g*p}PS^D=4evxM#&x(Jc zz^i$B?0l~AcP{y+{zMMLGl~-Q|G72)m%3kYC~c71fcU#=G_+SZr1lR8faf%5?gg}7 zEpF!|e}C*F(UbU_FaKM#`@huM|NqST->dNF_lU??ZOXURZKf7WCSVOAT~c@`p+Ml75inqqtXH+Hbr+wsZTTW?%GfR$&!2L|b>CAr*gR#s}=PO!BU1lww@h=5^3?e|R}aNYZx?~RyJ z!pRHno8YHTbJw?Axd{V@zo}28(bklxJaOEU5%;n&7r>haJ(#N2(EOUYq07$U9vvdUrLDm~wjn^&>pOd~SOkicK~ z`Oe8X(e|KB&vXPSNdNH6+DAW3i1L6>{4S?JlO+bTZ)-y@e&T0dhUdJhg5*$3VBU-E zaZR~1Y$tt0$hx}-HT~t)rGi@ zU-bNm17%6ip#F<&KQC$p(S{U)t_IWd5B0cf=4A0~XPe&@_dJ@ySOqplRt=WBDl`~X z1(&mD`%Q*#(%_oo^mRWt!G;uLHIn>EYEkw-H5DC zFIhdafr^ubE|PbOknL-Ai)bHhGPD$V)&Y^DNsdXlOWTEuUUNldlN%4*1p3|wX6fHm zn=$j;)JSUTJqk5Pm0kjYoIK=)TB)qEdJc)WwL?V8)^acF%C_3`Fpn3$o9eF;=bk=j z&bq!HmtJBl_ZHNSQ=ZSAzFOSfFC>`_uI1!Ch;wjxUK-HIkz1^%M<=fQ7peU92 zTR=VnoQ33OJU@UrzitpYWQ%RwChuj5e_N!W%X_wJBkv_=c7Vwqb=zH0!Rn3e2-!)x zCfc0#qS5T>Dv^<1InM^1SyONr-%1x6WtB9P`U>;GP)*hHk{I*;416V(l zrZj%Pouln}Hdh1+jBRvgANfcFJPwLUE6rMZX8M6M-!L)C$71-G^X_+6tZ9{xq^mc! zC-0{mC;9+A~qM%4pHxUv2H=@uAXCjKt?H z0v7D#i**3c+o49&Rvq8$JXxkyJ!;}PlE1mzBOaAZti>YP2J<7l`*JB;-g#>*x|>}% zT^8#Rs{=IIyngf+tBrfR=(iZx-)%^H-qo2!RM6IZxSMxqyoBd+F$Gp%2EUlQ54|)j zvOZvCx|`?8Q{O;kj?>d(vv6vq=h>zJKq#@DsS$#FO}^}NJ-v*B@%UW5(`BVZP($Mr zJoSn^V&934c3*J6HFPRo9BWLo(5NZm>WS?3?(noRIe4?$Do~nq9S+I6DA+#R@UX&f zbo=t|-Nr&s{Z*-(fbUBy?VFq5!|RJ-MRZ4h&%xVC_w|R4UNcDZ8b`kA!?b)AZju<( zq-r5do9ih?S@|&^+sC20Jg`~UQ~W!#awQqL8GVsqpwQlhmd}0D4bvc{RE3VK@i2-+ zyW;yxnmJhZW{d|#pPkjg;95t?(K4qnEVN!4#{9Yza|_g-U!?t zocS}Nu1^50;}r4(LafCg|AW}J7=!MU)`qJ38*dEHuJ*Sr`a6eUh}JiK%)|R^@ zeus5&fNZ2vbAO0s?ar&o)3SJXvc(j)L1YNBQGVGbf+9Dy-+Noet#&kILzrTNudI@( zuY&oCRty9Pgcx`bTB>WuF&R#w%qz?q660-a{0g7W8gM~hZk>Q*trn+`sO~1YL}vv* zJk{4`TkHiO+*`cYrDvpc1gF+(CVtuWH(CZT6(~l;@x9!ZxgNh_ol+1Ln#qvWIx9;o z)ti~Z@Qef2*e}|pDGT_Z?5zTjAj_Nz6eZ$Q_4npuFIE*U5&m0O8QifO7ybUF0lq$f zX7Q$HzH}pNvR}!ZzED4GMtkYW2x%1X6PS$8m;F-XsFyE24O*n-;w>D~cQm>&NJ6qtVCIw1+1>#aFokvw4B7ej%{R)6V-M4=Ww#?t+gEUPR;CVEsrF#+dp8_$o{ z8aWaGpPLJSTQRh3v*@oob`Oc@Nhs46UPu|#!FE$gTgzhRN{K?KdfrjeH|&p$7)5#5 z(wV}Z&e}({^B+v9vor3RCfVS-`GkW$f3_L$p{24?^%Bpeod@sJ>r6K5{!~|oizJnP z)dctfhunN_Cks=Kwmp^LK2Ne^Yi^dMlC2m3JBg@kdoIcwJ`5ClrB~6~wR(9|l;2h#0yWRr=8d~hTY?e5Y zq#4)luE^*X3f_OIf94djVufzUI)uoZP?wKSJQlv4|2)idx$1)?8(rso#XdVT^SniJ zoTSRTOl&UkC4H4*6(tt6e#eP$7g;wdQ(TG4VKT1zXzx<*ydit9dX`a-^1UY^$gdH6 zI%@6nNdz8y)9&JyL06w2qlp;Hfj0w6tcJQ^zWgjR6b>gTz#0w~8=!m3k!LN|l+|w? z`2G-z-D*y-VGmBpsGNJNueGb~u3@O?3<{`w31+8otw;c?V;|OPwy;)y0lxZxU2fJT zqWBg9p3)oSYfiDjfbvYEX@z0v2U!|Sh_L&$rnXR$@Q;qbG4MS=Xt~kKfmc^<9X_6x zmz>t;or;&${*dhkAB$XSdlhwU1yn)<09pesyEci7x8+Fmj7N8@2uXSyIR7r$kI^f) zj1qqs@1f&-RmRo4x@=&A4ln#+&9S zQ5WQqLzu}1(ot8{2B%56#<2_yg4+>Xcr&PyguirQlx$g3$8k7OVwZq*a%bScrXRVj zsYo(mlDE>MGpnl+g#jtB^R+rIdbx8$I75bj+_pW>n|-LpZ^n;*Zg-6cz4 z{TClvYjQ}c{W*LgtP3X8Hnn>`78?mNcDhwst2ixYcXL_b4Vjv;FZB6rFO#?LuOLC_ zYnvXRq`&U0kW5w=&cXNqBZucEJo8S!?AkO>yWtLFKK!0A{#513M(mcY!4usMEX_K= z$@QfAxU;rc{F4VDB3!oxLfolP|kA@A++gLNO42h1#gIT#XYB z(UZa+Je7ll*!Mo8`LjG5v)z{H}!*oc`OXx(0s67M}@W|FTl*+e3 ztqKtFHI}1~Kg(&#d#HQ+mS0RgwJyZ5D^gzZM70XnvmY`BoRB#4_NyRk6jBAmM;Y~4 zlzua!CZq$#-qQ2_)`2qJX+yr+gX6O4!{249MlZSam4pppwz{I%-L#&v!z|v4+Ay&nnjO;9b46dTUwrcMEs||! z!ZhoSX@VC6(un^Fd7!Wozq=w+OU$t?>mrVeT|nmsCJcFRr_hjNH_Nlq(@%}|)NU1> zn?$>n^*iDwUE_2s^kh$jb!ya%A&_Atad|_PysTJpSzR!MKH<-*@)zrX_1`%iek;^b&G+yQaq$?@7#R zKroh8Kr69vbHF8u2O&x6;fUWOd~Jf^_&vNeEQjU|8hCTU>FXPmB-{BnE@4poOd<~d z_gR1lCbT>_6WVt*Nx$AYir4soe;4zr-=GA5_nWI|XtiXI|AnjlKZD<})*g%rpTbAE zHTSp9HSFy`y64e}=hQ?yW5tA^EkC905J#Y&h2g{0e0gO!cqdIc+C$o}QCM{ySBN$d z0m@ptcOB**Ia?ej7__0LPc9ob!l`EMzWxmYp}nGp*xo8B+*QdJ7UnOA#;avpPqJ>G zOuv$aG?l9KoIF&}QuU*oetVAHn!r?_qgh|;8rsMW>1qTMkgfU*KU!_!gGnvyFwU6~ z`JJpV-g|VT4ul%`?#7FF=s9vz<`YQ|^V^82}7zfy{ zK>V$gfvHh&a<}01t`TRmz9DnN0GkW_&VaR%_Uk~9YxR-y;yca1VN{9F14Wtv{ksDQ z)$i7TbmLyu?cr6u4ahwxFjNyVdFMAL3^c2+*Juk}in*u6Q_xle2M=^oxY$&UJh(E2v*xouHKVm_bf&Q&N&=rgLU;cjS$Ks^*@MJ3H!X-H zX1(3;ok+TdZXgm63!*7%Lq(mKUZjb(zDP}-lXv)s9Gf)1TOdz#UgPgt)XWZd$>P`t zK5o~Gp}1zhxB5PVG{k!FAY>zoJ+PLw5;Rv7oq%$Ddb2oCyN=^vD`W%7YNGErzaFO4 zETofYb@{NBy+r;!Z{TdiajE>=CfQbD#KLK&d5e(r&I&i5>%_$1IEiLQ+SA|S_S5pd z>nS!j$(r?x+pl-T5Rd^R{t~buw?E+k)a%^o{(c%{mA|uYz_nX2La3J)cRg?`UUb#8 zf##u&W&t|m>%MFWudE5&H=zTr4cD5XIqtQFde-)Q>aq?>pra|-*iTp1{g$31$_Ae- z5j@!LzX%}uz2)$;8fc1LZmU_3jDTy_A6kQMjjwHq0*m<#&5QdK{p9Lx?QN`;Lwz#D ze$?TVS2_2Pr}u<+(T+AwgcsoFyDP%{0tOr8)Q7aK>M$C)HmWMK*#q|MF;) zXg^(Q)@8KlyG)_$H7;+#UEsEpoaiN$AM5@P-ijsQZv^I5?z}d-?QDsQKIy)Uu2CtI zY{{7HkJ40nSB(XnIVr;*J-a(4cio?`8-_UOj9ygfK@B8rc+3sJTaR_+w5N5od)5r( zk|Zcz0o5KkOl!kwzI53ttCT_*lc8ECo|*)pGTyVK6%(SZ!{N|9M6sjk^9*^Ax4gQu zb&*;s(!xYc z#X8wv?OU>I+KWgXW5YwwIx;)D>*Tl*x)tw4WvgvVyLpf6++%ing(did`PF2yJ&y++ zhO|~2F_jRcM;70})}_4mCmfSQ4vT+D`n>&}aO_raG%v5^cI5Vxk8tzL8xKN#cLPG4 z#)9xPYck*R&PgizCMnzl%BqR2gU!`)eFaM*MyOBfLT zZm)I0XJ=sxx3yvRIWo*o7*g7eZ&$nA$Od)zkIuTOp+8)ja8;zdtTuO0=&LDqo#sk* zanM^t(CLn@2^HQkLChYy%a6zj;EnE5u4~(-PnfNA_m6A^#=M~7Yky~Z7jJ@ z)Qg(a&Z@f=;U(D~hR=W2;56N2b%XGRyvpRqN6+GTmo>F*7IBJCfa5${%kPc{E11n- zBGI0%@5FZ2u6B@efQcNZJq=+*U3XJVWO@OJWB5!vL$^N)v6EryRb&G9Q|bWBEgkz} z&OMy^zQyF?h5i}T+<2?m@Y7EO>!0*)9dxz1ez(eAQo~5I45l=PLjbiNC^_#Z3CTNx&BunIl zEJIpQ^@W3q5th#R?M1M29bcU?WpUw>&d$B$y9=4%(u`6u&@qMi)w2b&W@_Nx{O|>V zx}A~k%9PE*u}}9*PxXGTSY@hVk!&pgH=tn&?-nl12aCtDwEShXi*^!Ixu}N(J=maB zI{f_=GA%QCI@^64ptjbS39A~V`-iH|f^8AW9OQj+PUTbS7tF<-$`@YXH8 zdXq)SAK;k|L;V>W1x7a;-#fu>r^nWI*Nciz$wB>8?JV>2EvC>tQ47c2qN}sH#3O@; zPQVF^Y^PXtX*(}xcniU`wq-Nrg;4wX?SX*QS@ebuM@&mV(KgrJfh=vf@~`ux?r8g| zpd-@=9(!FxH?P0)M!^QCX|OEb-hDM^^~9?l1;__3I(p;Ll(sZ}ZK~vlxu2VhbEc%) zU|_zIF1d0Y`a`k8EE*NzX;+blbisdfXMB_CyzQ?w=&d_?fH2UQ&s5?sT|l`7YxXb5 zyN~?(tjAkfl{NiGIFNr6)>aBioNcO|{n$lIV=HVvT=H_8d*OyhN+H^A&=8PQG#90p zKf@nT1r35w7N`;pj=G(0{o1^RHq3 zyHrn&>krDAsfn~wsk5{01-a+? z$BD?niY8MsG77Oek1@AI6N9jWZnT&X^;1_ztNhdj*?GB2yC9|nySe)pzg^3xiS9U$ zPT4ADuv}1l(jHoPiiQRiI;#;&+bQVWJ1YTfZe{s6*Sw2}u+BKAm<%usX>o0{20F;~ zAY^jW>&C)8*?z_pA5K?5WxYVI-Z7$HVh6^kt1uih0zX=eIjfn?w#qwQJEE^u(MC)& zW*0W?xMQzt zs~@wIRNBs~@wrR<)a(tAP+ zpmai!8ak8vd2jWZ@5ejG95eeT3E69{eeG4wbFJ$ND;@W^bw1$WT2@CiksRWq2Mvuz|G{rJuzX zrHf=TXQD0TId&>CswFzsV{qeN*Qv92gE(R=OozR0R&L6a3vRlR?MdIFY*XQLgzTbBSL3y@_XaV{9&~pSoL!(a41ipvpC#eX zh$<+v>}w`xkea}@Z$;Q~pn8^k36Qr?3)nD&Zj;0=j@>>3f|r#NOjmsmMUoK5?ktTa z`ub@o7yhNGXDm7>MXJH@%Vo5wL& zIcnO{0=|DFJ4;GbpUFU#>$$x_7z2>*uN*IX%l0T+Hi$nB17P@EX-?-S)xq_bZ*- zPrqD#UaXmTIP|VU9=LzxTWHF=nFMA%nY9>N*ES3_8jn)8S~L6Bh+ zgOH5#w*jYg^0>HNd;-scEO7jsJY2Tbd0mNU3SK7ODhluT)_k{WIES-8!PCyZj~)%X zC(_c;Gbx9%3G42~&Mrg{6?;&x)ugvi&cUNTlf-OnLRI9Yb;&feyIn6~`J05y4Y@!xm9O5egwn}O|< z*~V2F=OUOXdQZ_6J0{L=d^PFEvP-9AMQhRNirjiZzNZhw958~-Yfx(Zz1p!#*}NZr zq0GSJ4N0P6Uo3s_O=ZM>Wm(`+U5GMgCGc3QWB0raOh3c@2$|`T`>X=g!_2MKRgp&M zHjJcpiWKYp+?yM;8}bNfpMK$ALmrQ;sjnE;kWp5(+IAp!Ez^bToF>pF9}iv79I<7B zKqZ%RyVA(RqtU5yMM6GK#L6{8M3S6f@z60l3Q<=<0cEeIk5sw8^}T-OJ#Ee#)Gj@;%3gni#Wr zDJ<{_O$($c`FwAmvaRgW+;Vr1^aXEA(6O!j)KB!1KxjCq=eV+qfK8#A;632l!=x)0 zdPa6!MKeg~lcJ;|-LEu7qgzKORd+_c-o!UZ8g+V>TWK9E@sboAn}D4g^LDN>Umyr& zP2-|M((AHi&K!6$Y4Vn4H41H%>($bt!U7br+W0t_Ol2Bq{TooZSXjHc^8u5?KM^Sg zvgI6%Itx9{II?NbVkaaZJ9^#_CFbpa+G_gG$}0yt$w`XR7SCcwBP7etRymSa*aimi zJ!P&6PWYc8EPHOhWBc8*5uZrR2_s4(P5zxmO;gNTFMke=kfUXOkriZq)!sREm~pSl z+qDyQ!F<1M zRn`f_a#i7XE7RoXS2Yfn%`)YYXDvkEn9BYT>GUaLP6g7X#@so8z4=Nn`lXF|J9KEb zw_Dxj?#T)q+}wBU%1&3`jj6J5JCUyqLFV`KYOY|HZuB6#p5peE9d{inHxr+lL_uc!3*+3L}2S2eSu^&=`#)s)mq+rahe z8ugqRcg~P(s6yX8K%`=T=+J!Kk7gF4G(v2leO8GQ6|PW@V%wV=b^MH1X^RMQVhY#8}JP z_E*pk)@g#CIUT}luW0%=xGf{+6fkeK<%=^P`!8%;xaRwH^}MlT2R3WcqdZfJgk>|f z1zGM!3gR08E_} zz6^vJPKY=jeYRc}Ir6x480(&URrMZ9H_||kg!;NuKVn;mDUi7PZ*K4+|LoFcR=h1W ztkTDsot5KSE;T1}|9)>!dSs;r}z!7*Y7N;>9NgQgSBN|5v07s{SVYMz-` z>et;RZ%b(Aeuev)XE3mubMCBhFxY2h zqr_d7g?^C1x?+SkAP6%JgRzRHX9l0#qawV#z+GWH3!~3j$(QKSyX-hoazg*53aED7 zZmVg(Z^nv8m(O*EfdO9n0lNXmsSJV!HsM!JjZy*5 zNmIK70b@c&y2s{ul;dF$;$8&}Lyf~gk@nWY7m>xK(wX2&7fzf}8Ha*UCA_nSC=ldEmfTsBEsXN)vnJriU8&LqU;^i-X+lczN|D~(cFqeuYhsqwHYx8wc ziQP?sg2CTJ?;9&0`kA&H(f;i|HO%dXWN%V2V1Dtfa;kwH6Q5`Anw|}_Gb#<;+n~|~ zKEsnMYQ9<1RhUp+X62AwDsKE@bZKb6esS=OuCkDjk2c+J=`sdt0~ex~;j82I$_kan zWwsSQ6hlBhk7IkO-=4K{k+)Ib<;zA8pQA$&`95)tpp|rRo{@mBMHXmoWL%k9fi1)B zs@*{y3h586rnbL4jmL$qY^Db0ISu60o_X`Hr>5R4_B`cOqn$T&q>*|&qrAAwcQ<*q z>HO&(jL9!ORpsKO;z3dWdjlBe4hvx0EJkk=9O^>8F?s5WOHfe6p!3(5^+Ke3vHJvW zme-32UIdoy*q!^W0wBZ50}8lNwqv8Y=L*4?i>L_j%SuSN6n*D@$#zLxPoL=3Gf=Et zkf>S7x9gkwlO^kvIDBS#aiuHgUiB;NL0y;v1ivS6*-!Oh`aULJid|z(|8Y}Tw9HBW~$T1*Gcmu*Da;vEe74Rhf^G;5Vcm`=DYE45xl757P) z?=RtHUnb7qk{6r5weVUTY*XSa%x_C}91+a7^6oUy!6c0=>^Mf46{wCXQ+wLqCkvwz zOez9Q&{3n5~B;gV%w6~%&!or7aC2AhX6)6%KI zK^0|~ACz3)>xUp52=J%t=rpO8KZJ_sD4R`jl&0cEXmosN~rfcUN`L%=@ z`Dq#6nC`mpgiLK_{l*6KaiM{G#F(>|Jo%w7vB=yazm&R{Q4;~qVh`JsK?M^Xr-W$5 zU>n+J`LJ@R*Z;NhfdA-Hwuo;Y-I@t|UNnT+yIX-a5s!}6*9%VozLc!^V1r1_el?_n z4ZeMy{yVm`vaWNw-2JM&Kjjj4jiQsZbM=o^A9_dQ0?u`GEPahWt67 zvAhqErsA6`c<9saR8Mi@lK42=727PovUHK`#T!24sXK}oU|ltuFc`t~=f;g2)j|MJ zqRBQxPfmBmVsHV6be492?CdXv=aGaKx&n@jr?8$6enK+9A6Gh7S2+9~$3{nfsV7Ds z-=TtvRZo2^=AgF2eMw@*uo>s1LsZJ^9Gi*6_&jTvu6?H7@7$SsJDaq9lZWl#kB3Mg zc3FsjuM<;h#GZnAKO(#!t@$)igPFrI)vqY&!sT9CWs!Y~9RtjY85V9-;G+-< zEbV8B);5U~TD?+Jwi<*IBb84B;0^To9Yong{UZU(VYpoW+u%eveAb~lEMDBqX4%AijglVmi=uEXSxW1KarGraxFV zVmXKsNtAu9FSZbw;=BPBw+z;MG%_o%V*!@m%t6ljh_6=1Zm_kpsnDDsjo@5`SW ztN}i5fTF*}>|H57`*+geVUiEY=5;O4^U}PW`LA7mp+VB1AFny}@wMOrC5y*i4*wtm}D0apF-3K2oB6LUCBx$J}`bir)dg#cw}9+wi-?n7UlP7Y>|kObToo z5b&?5SUOarhpbu(9)fS*N2|z;-1ixjy)zP8#qxI<jYZ z^C3W6caQJCMmqq8Z~kus8~-n60Qjl`P5^${)dudCb|LW@?ZoPUKR$l4+lypVXsIk@ z=94xTa*{d{(3ZNn878y6?@sE=cv+kON1~%AiZ|p6K2Qe&*4M`pW2rn;TWWhVq6<}77)m-1P0w7 zNTuV)ZBz}C%6OThrz#xV8=kC{|8<@ecPl_@0R!`1A%!-QIMog9TjCnAtR8V^-uyh} zvo+)&gGRIq#>(f(=a$LFpl^q=K#3P z@KtU6ZCNQq&1%^ze0OLE)iRTPoVlcy-K4ya~WVna!K4L3(tP3f>*EMW@r(6^EKAiF{nE9ht`pmCkcR|X+wPQ?bXwt5Y^ei zbpn-(y~m@NTM>62M3v;-ows;(*+lY5P@GwWCD0>OBpzGo#jVT}E}&E#`Alu#;~Q(z zg-clvH;fWeo7-e`<4=b5op^kCaVT9R|CHq0@1wiCY(#B^qzokHC5rRXO+~{5HOXRk zIcj5$zVFi&+9F=wXQJcqK=@3WbAVF!Ed(ot^YWE=xOwy8w-#2~>)l-6-8EOQ%g*;+ z_hiWMos!-;IZHWMuZdLVVXT!iX+1MrCY1@yGc(!7;KJs^!N&RAme$4NEgUhwk}sY&-AT9#;IOz{)qHjkA)z6gu>8QKOA5Z>ve3#@Zet1#=t=nm>O~;5I8!(Et>Ft6TRb>- zm#72eV;XNQ3|cjOpVi+Z_zLp8K@X=Qw7vC8@*c8sU{$4c{o96r&M|kP*}FjMnFfuY zP2{t~PWVvMso1p}i0j4i%~GJL0K8HR3#1ma))9`>I&AKX-ea2^a*e4|FXKe$U-vMd z%aJBn?~8OPCJ^?;S4vdNm6{WQIpsS51~U;e(uuIGtAAaNj%{o)K*|P9I7SY*>sX0$ z0y_eZ2L?V|#o4&f@3Kx{Qg~1^@3=x2WK4flFcbdfAVPkI+l2Q7+a4Lc%HlRh@zlB_ zKL+EmA*mHwm>8H1IgD|D2RMwWLZEB3w<5#luJM06A1$ed!4u={mIY9ib%AC6h&#?k zQ&I^TKkInJ@EOp=@_WGSBGpd!A(ZR}W|r`_<0I`9om z2fbFRWf3jLnDBu-L*z1F>$by$WxjahSyGWVRy1Q>$37F&u_N52uhbFQsOs#==4Dr))!cRyL$#l&w^5%_VW;|}N+@$_) zJ~GVa+a-YlO1x!9WAz2fU$=1+F*7Frl3i2^IR>ms9q`@6jNtb95zkQM`ZSHrh^cuVsF$RYUYbj`F6MHz!a!gryn zOCWe@ZP+OiQvN_-$@6;xB*PuT3OT`IAT(8mJwZNY-(Jc!av>p_vg=+lV!x2J;$z)O z#MXp;m*^%>i(p;|)47;uF*Ur?_wdhL`Img4`qhUDW9Bqtjy++?Y;hO4{be!r&^U3> zh_Fu%qoB7;rWySp)}ijI#DQ3|nl$gseUYugC4P+BCtNaP{rZ9(zOT4)Yd&Vf>uy!U ztG0aJpt2Hor(4=uWqi$n-CNAOlhURvuF8>S#f7d~gg5)HK(8$hw!JoWHjfn7?WPB_ zppLrLYuSVP)QOLFCe&v&#VxjjWOLSJQNZu+4FEvL$c5@bpaxe)qPq=F-IFja|}MP`Oapkb85GKIYA&A+rTNPD^Pa&GR- zn67E}Ehd&n10w!4YyO(?TQP&!IqSjWHD#EWLbLA+Qn?CG$IV03MEazbdla`=Y2QHajzRhHM!9V25Gl5 z-$>D`a9pbe53Y^BvqT?>^TV8Hz9vDKS&qRMweThHWmK+h?AgcMXMMiKx}gNCBkKE^Fzw5fa%JME1AqOcCOB;<)2`%IdNKFJg` zvHhD6-mBBQ0Z{+(Iv?sj#JvSIGQ`wS^w1{F`|reM^uD^+t@`S5hJSL@BiEdL(0tla zN>6sxS2c#?H1E#zqp+T1jfITvJypKa09D+gqBhTo+RHx~m194TtvCmF!S6#c(;7635(|&(brASjIa$5#4sD&++s|vt6jv)x(N5Wa|#EcsUoxfy?z2ymN&Ai(qFfe)fD0aXUvB3CMPsO zJrYCzJ%Fsb9D_7fu!EjH@dK_ZzaRe1{Q465XExp+f2`-KS5WE$ zC|7pJY&(;O$4U58ZqF|pT7ZA>y&nEjutctj@Nf^;)%y&4>8YiApb!@5a$YxM?VyOq zYO6Ji%TapXOuT9Ydd#ZGoFTTx_~FP1<+}Y;arH>4n=~v(5vjF9Z$t9U2W^gakx22| zKT#pSWdIN}pmzWvDSrHZtD|fWtlxVdIR-ME*T>?uiK#r-!{)DiN6z#=5A|L5B<|-O zXyWp%CkR`e82{RBq_D{EUzz-P`i1W4@w3PKXcOl;z`>c@A&c`LGlwf}4Cs7PECa*! zGA`jP?ZFHXO`Op0fBH@ZM*-igiJNg6k+;=1$gI}@+?FV)tH{VKHE^uVUvn6nM8tuEroeJ7J$>g>Oa-P%gt2ppR_&zuNJG9yY4?P95->S<5UA#T!SNjyXVG1YO?vlvd?n5TgHFd z>ac$s6JzTl*$@?LJ5Y!n>E!IMy|V8PO?N_%%vKa*?Gv2aIqI(rejSp~;1B9n$QvHt zoxeD>g|y#4RaQeh2(m`odbdygkwwRr+E@DUOsPr#nEapgMJMFbDPh3n{7tdpI}`HB z5*e>UsI_Xr=}1D`oyUV;X4L+(m`brzoFA=x z^6k(XXk@c$+G4E0ZtF@T5AR0GEC06iqV!FXt#vfUKLh8%;SE_KQ8xy9~c0m0+TaHSo zKYS}Onh3lkUWs7t6tI7gWcAzSyeNG`tp{{WP0ItiW+_1bA}x5p4)g*4i-=WG?}USa zf0UU#F7r{e08UUy#}Kn<%ap^Lo>zsJZw@&wqOQ5VoMpS@1J&T+8hfCTe=Eu1`;+Hv zxr$CrY+#d=kDAzw2wD+-2Pd%_t}*{RpT$*HSsx)-5ib0t(zsqX(2ciHLAP$R^k#1S z>fF9OeV26V>xVtBcLJwnh(7}H$nLp)=@!!oMI>eJ9}M9In3l!@P}SQpKSt?BEeB)Y zjHQ(x71dAF1+6KD#aX%@z5*Rr;SjZlj*3N?>XPm8slPL&2*sLDi(&AP00@FbzN9!)FCQ-<1>DL4qvxjt;z#C!H zv_cmq4#0=2idJXsf3HUu<&!UHEW+<~gAVgcI;V*BUtWXUfSJo)AET27GL;2mNT zqDS^EA}?gBuTAyz(eJ9$4ZSze693fjMB~?iz@Iq^2%lF9@D}!u#m`=&T=8lg6U#;oBI9hQ#HTW1OU(|b$R$=qbPH%eblV@=LtiJI^8I|6+Ez0f*n4u6b^^D+Xzv3J!(CVc}{*%eyj3QOAMusaT z7aLuOyf&KZ30f)IC2g2-*2J5mC*L-SC{3k#TM&y5_scI89bAnikEWG^NM=y1e&-)+ z0xSYUdrnVsh)dicq`rA0a=%P-G>_X)^=J=IDA@jajpMKKfab!}5r9aX>QeGUH;j+E zx^i@B#mPJr7OeOyQ&4T@I&{#?NkK~g;Z=Vh8=%YfkxgENIeOqo1GG!+!HxP8TBt%# zX;~8i+c73fX2(Q-oS|Szr43Mm;#vmzwozBudAaAM13Ng5MR-qAGZ-d$fc|5Dz{4j` zoERp5jg(hDMWIHE9}n*jMo%eb5fk$n%xKAUEi+375r>9FxWiWxV?8y$7a7$`J0dPB z0NIY%&T1LsYU65N^)1sGUK@XGMsu?c9Yt#M?gM+9 zn`AbN&zx@ItGuuOR?k~%|F0evudZ{_ObUv6NE)IxAalg$SO!x`a4@gh2!XGfX-Us- z+j}P0msvxN_;?sRIJBsV&v>#GMDtuUw5m_?(Vx%-0C0cOhC99Y;sR)Bbn<8|Zus!b z_xp@pTtJ=N8GOsRSWhuamL*eeoBgQ}-DuP1cjnw#Yk%$TWJfJgn0d6qrB=tPJ(nqK zBLB6s3EHmI*)BiOXLOplsKRDW_ zP1Bmo3w!{8%Z098fE#o&kO@!){QscSq@vaAA5g3op}5*R zl<-&oNtNqYX)L-GS9(fW{7`#-InYaLaL1w!{cpAKTia><*CFRBS7W5X3Hdg0nv3ik z(SOw(v!A*NSkm193z0h(%20vX4%2sZ!9Mqbwv?)|s)HdIRUA5|93!3;_s5C=x3I84 zKowSPODJbP0AZFTEp$VFdk}S150KS82D8l#-;S8Q z-tgVq8yN1*6J2S@c!&d&R)ghVjLpeBnlAD2k799z?5xYk$_%hB${O$clja8cp2Lyt zw?xszJ;wUS2OQbn!~5X3QpGJO{r&26Vc6eSO&Ijg^Y)*RE=rz}_V+)!Z)UtHP#@%# z_TWKweZXkBvtzM=kJ5F$x|EK06HbK<&}tdO{K8LNPGgwqnk_=WdmJ32*Xh*;CKR|u zfhir~`jiE3zbh*PWES;U`&_CI&z>g!H1M^Hi8Kw>Kfoh_Q@LJo3M~1R5Qn&*IbBoE zq5K%bpN{H*i%RbQl{vy#O&95c z$~y*H)YgQ}(XoHd9m)6DGLz5V6Hpf~{JfXO_F&Mwe&FD)hl))8f==GXq1Rf*x<2E* zS>34Q<6+dXU0n-i938rJlAOVg;@zp?GZpoU;%!{+J7jT%Hq|3HkN+a?fXpXSfU)dK z#wA1Zu1c0{dmFiOoo|ZHdd9QSw`emXjb=a)9Ti)*4|u1 zIm6ujaY8!F8Lg~rz2=2Ge4_jE1d;ri1?NHNYOkv-4UqY+piJI2tSlB~+@|QQ6s$W= zYpRgf$ErP#(MQLo{u5^wUegXHFrt61dA7+MRjlWyFbFQgmx6#tVyeL55=VqzOj|Z# zVR?!l7PV_w<*y|kB>=AE7U#)a~sTBb;!k(q1XI-?!CtF2#QmRn?FRAA-*!>|G@MYWzo3)sKa0WkQ{w9 zx%%|0His0bBTHk(0k4%_rl1iy_|sDr=L1O@BR(hm0qy~Sm$zk3RFy4cL~2A4!r?;x zv}G>Jnu>XQK4xtxS6p%yalQjSYKxqVOX3S%_JyBqq8v4EC?^TTK@FzE)NFw9mXu39CQIBi2CTR<6w)lAipNE1v;wZx<0`IYlkzeLsyG+$+ms=cV%xIN3q_p}_1^2`LkI z?q+{+H*#D%T+jB4&hwsMK}T8XJ4&zkx=diW*9qge_irzV4x^qpg|=-6?{OGju6(#y zA7~?nTM(LhhK-da1rBozx*BJ9wL}%{y4!`?2b?9J!q*fS8g|?pE4ZLcqJ*3KR{dhg_#zTjj&c%r+)*r{=ZmSxz(+>c}* zG7Rb#T*i>sx)(HVVNP-hCFeIAGNIO@u^sv{yW>5B^W_b-u6#C>lvgF(qOc4t^hwa2zI+bnxwthr?J=3!@t!FN0<`Hx1#YH{1a#GQA5^TS_a(JICaz5v zGH#9F5y-BkQ4GpBir*?vzwjtqBfa?RP$r(!t-sb+XBW*RGZ#k9vat4Ll9dK`9l+?_ zb}x?M%=iyU0S2}H5spH8eO$Z>OVoYC&f~3^z76mnKkR-;YT|Is=*sg{LvXmV{vfmN zm}!ptPOOTCFH=p~SoITuU&VKhQT$i))Ao-t69W#RW8JiX+s);==TqBN#}%w9-8En% z;4hU)Zq!BrQ^dt{fXV}}gb_|iR(PwDY~KBW(iwKtLE#zmjy_uLT=I1D{&JYrx}ikj z+V(=*FLe${M76}&R_PTUldIj;vI8#8Vaa%{0OWeXfx@aXY}Oywfl!;_SCPhewOsPb;wmW)AN&#qSMb=lap^~yNeZ^M+vHeiijjgbS> z44?C7Ntj+geW^eB=PvnMO-n%bM_q#0y`kvDGPAAjr!!25e#Z2c&Tic!JIFvOD|h!{ z+wsTIJ;qxoZ_CP3JoPw|v_?M8iTq z9+lUaYmJ{oR}Z_Ix={mm5z|#O!tQ;u!Y00=CtGG$2ju4mi%?5YYfa-~RDU(i%aP}U z^3=_~q0Wf3DGv#9W=Q#q(lWl3$J2!jsocjumE_I5j8I^#HU4e7GyNl1o}1?<^W1T& z5&P-DwNN<$QS9J^?rw^f&=X2Zx6J4gkuA=}Pd8vR2L1#zTQVfRE@hW3QJY7Y9+q#p6{`XN6+_iJ&VMx!1hf2_Z>r@mF3IM&BObFWrAiRpmlzE zP5(ltw+i=AhV}J#Lnd}bCT}dIa-OpzplW@`hl11qFPwMg4%{fE=2ss(c}7mAwv$zK zc*(;Va2;vD3vJ7(Yu9&9D0a=p7I_%B0iEO7mMYoe64@ny-h|WyWp+PrLQr|q0op}Ck)Pd}Iilo?r zf?Ckz?A3%aeUh|?%T8IPO#P$%>noV+2TsHFD$CaoUW8=jf)x56maFlJG66s%0=6gJ z3M>jF)9^2*q!={Q=pNH~2^lRMzQ*23L&DP~yrf&s$)~|G;?EvWhOlzgH*qML#(bJs z-6p}FHG)sHY|e)QXsZp5fyCTI&?-3yj-n`?T(XLeHcUP*(+QpxqxAXV0buMw4=2tf`ibd}TbiIDmT&pRQgn0>2N>JYt z?FWh$=^ehV`44Gy1z1AbQ6-x1XlZ{7z}sizE(! zh1?o!p6S|ffDyGw=3CPCGFm%a=Fz%Il)TyK0+wD@OnE)Abpr6>`h80%!0N<1a6u_N zAP(W0!+#>2X*;5!!$g?y_?5$iQUmz@%Swoj$# z$yDVzkATI%xzue4rps+v(zN@>3At@jD`wpkg)O3_V(w?uTo1W#NNGAtC*axA%`yz^ ztvtIP$mS)RArC{zmE=ku0Wy;2+UlOam&zG`v5vMIhvRUiVE*k%1a|7^=Yv>h7*dkj>%alba2ZapRrU(%d)e9t+HxPcVuV z!BkR{U?Hkf{fvM~e^GS{hV)>8=?0MK#^@z-)G(iX8rqpqjmOK|f0v*ZL&Z!d8Uey8 zC-QZ-Q!ahK+L0Pv{5Cc(-%v;w?wvPMPu;L;vTDfHc_K`ZoOw&>{quYnqti7Hl}obn znq-#C;g}6%-uKo7UyB4SkPE1H7bCMEAB1wq7}3khDmEhTj89YJr2Uk?%`#Mf<$`{{ z4KTz+bx6!f+z%fG^xg*93^P4CbBplE^W>>68jI90^-o<@;4PuqRB7LbLoZ^1eAw>> zb(E=`dHV?K4q<@BjbEA@V>M=c8>23yInW5DXMr!RMjgk0z_yJESa=zNKyX`J@WPYN zoumac$Mv+^>}t~pxTa{=u=%9*Jx(eEPJGCyTQpe~zZ1AH#0YqIGw%fzGLAM`(qJ|) zkrak`9IEj0i;@DGIMHLTE)5dZfHsfiP7aZ2d4{r^G~C49*yb8}Lpt8kzIAxIu5Gt? zNshgoS!_j45v;64Ga3&kV`}o4*qlGqSk`WR>d%S4FzCfOl-b2{_0dTLe9Jx3t}Wf_ zkh|MvZ&@P3Uc=|)q^*QaO`olrYkfa=x6XnKGN(2xn`H`4cM6ex*(T1tZ;&~*6|+Lg z8C!U)98Uv~d_zhS*<{1dDj3GKW0p5!4S88s&ZV~vd#!8qRe*TjO$IQfuMa!5D_#f` z005qt{0yCaF;n_Xv&Flg@RPXG@BFF`vk#OiYcyu;kkG!aq2r4??lbQyg*5PHR0f;L zP}zZ!fAFE^Hsyp%?a6Uf(8-YTqBC+AZaVi@EMZECd+Y;JVmCMU8Z$QwHa0KGdm-Cv zixZEbznX$w;UxnzQUEvoNo~FzC`{`z=C8I2Q{l~CRG=MRk?Wf}x`X5xT=)|)glIw|4?Yue*@nemr z;LI0#yk~Yv=SItp6LE;;eLJ3qV^tZ(OyW5gPo8?QmP5`+*BV~+dMBAS)Sh#`zXWdk z@=_FiML?C=+1|XLMVy?)F-IBRmjHm~YgE+k8o&N5FDz6&ZG6kQ)5KyVnk;wOm$)V4 z5H*i;InbU9;h-6vNmJ<>{a}s7UcWHZxur!b;QCrG??K+ls3Qi+6FZN-FT|zw;_03f zGu6y=EC-wRd#v*E2_Tl_!elgaIS~~j@9cS8u97FHMN7b`>@?3TS=ZPBByoxKcx*E* zKg-sLe{SbN7Cc=mRa&*3PrJ}3(dO<|Ct~{U+~#H=4L0CyvMr*&*cEPBWw;;+0(+-=d=by`7EW0;QF`v-a&A2L9mp;XUm>1GLN zjPNlE9u{PQ2^i+HehZKzDY)|ZQnZ6j&M-t#|?+MzM3v|iPReFo#BW)z?pMOkht9}9`OrXY=G}4N6$mBf&VOe)s zus_4=2Q!w(D(cY(ABOSUtFe98p};A13#{7g;i!hT^KzN0fQCHFFEjeDrvmZYnS{C$ zqWa2*B(ypK_eIJ7NyL&qXZRd5*DWvyg|JbfFGci%%hE#%R@OaI5{ zfaidBQm%8Ud&OSjTAH3R>u-(r+ExaFCY1J5v4phO#b<62nTpl*o*&cq2Z>2>0svMs z`kdg~W@iA*`Wx?K_6|sA_BPplp49Ns1a19z>%R(5=$q|&??uIVr=E7_s)we@N%sv> zXG#F68#I%I#$67;g*M*^vz@?$Ue)dW_sl#hsXi-X)!VZA|Ft{wZxHw2s+s#V)r;&>?2p|I*)OC8DliLn+4vu;YzB}=;JsaOfcf!V1i>1 zV6re@U@sq{XH8Mb?~gP9;b!X3M79qXQt6{EG?mFIe*)wuIKFlT8)BYyRuIn7E}#g@_1y`? z+^!m~XZJVMlhZPu)Yh?wc8{}F2>z2hogcA1(Ry9410wI}^a0gIecjvWU|6YwgUbn_ zH3UA`*NOkZ5XXv4j<@Xm52v*Uyp9sbkE19{&OXP4xi|&q%=pe-=G=poRn@AHf9&7_ zyT|~@zXH*zkB)`O=(CPL#3r%HRL{F1lBtmHIR4Se_sbXS%2<%4kKc1&yG}jg&%=0z zXI>hzzO?LEsd^C-cIJM5VLzn=hCfTTMK_FqRYlo+tzJ3??ssnX*z|c0F5KBW`j5pY zXV>OjFE7N!FDi{r>{CRy+m{0F!*EAG(Qy|G{xc6CMSU6^*AAgYJ}2sjM}bJ*|ABZ3 zLO9VrqAk4@lR9ktVl9=dGOt!|WsxdsWjHI&r*NTXA4o8 z9p4%%QtKCW6+O0ij<#joMujn96XD_{+@e_IyMK)f<*IpYl#{;k>yHK9fH3e{VcF%Y zF!oUVQ06QpD^?CsW7*u``;Xw}h*BQ?<6mLO5d>CENO!wPkgu z7*VnyB2tOk9L}fBbckq^L&+%Kj&b3mr-}#t#8^?FBYZ~Uus5KoJ#Kdfg7R-&4WEAs z03bN35#y+ps>@v3@3YuX0o?lE83BgEkCp|!RSpy|ohY>-?9SBqLUO%EMuq!JS2kNA z=I_fU*9}Ir22;u#cvJLKOW(>>u;OIJ)jT!QZ!In;d{PS*Ri`qaBn$csbpuzG8v&|E z+>9SN8wFPMV)z;e8E;Q@S_n({Pr#MhLv3Z}a!Q1P48{n4r5;43g&)g&0m9oO)Lr_g zBL69zFXtxCYYzpq_UD^NiSf#q5HmS11IC1Hr?F>_#^ra?%gmMlrUPc;z_Bk@;RjQRx*o0y>ww@F53yn;QJcc315jEf=tF2bj-wCy(Q1lb))R!|i zp|_hQ!pBUt*KWj9!^ZrX9gvOY_1UK;uD>M4S8Y_76YS_+M6u48Bi7OKPA9B=43*K- zG}LjEe$%x<{Q`+s_~*Y$PZAF2&84yM)yTiLe*?z6?zLpNM(m5NTTy2B zt5i!%xMOw)(D>A^ixZRt6V#^0HA=@pRy2OQD6;BNJ`QXAe6?QQ(eIXaYd=TNPcEi= zBJc=D89CY(X&)UM^hUYURvAiO@{<`AP2VXwq*X7WlE@Z>gDuVd8+<$D?j=!&^D!;c zbbzrojet!m_q{o~xxwCsk;!M3=JH<&#_Jt9CA5hWp{u(hGS(gUZRBxU#-daXz7gXz zcJf7M!C0dM68pJmZWN|O8aE7>xfHNCzjEZgCXN*T zb#ckQpVbHXC6+I0KXnB2K;DpkS=SX3)m0u+93upAb!*&4wG`XcqJ^F$z1|ACkX^K1 zIY8P(HBg7B`l;D2a$JzNDYbohf1z@#zEudd6PNdan9fhwx^LA!8bq0(P2&%k2n1;# zz-!E9NJX=GwrRr;%mO&!N)g^lRJO#aC)I9yam$Wc^MxGBObL|1Cj>S9IFN$UF#>JS0>depMH z*$OXyY$v!oD8{E0wqeM3r>c6iTy<-U!7*(8iuLlw=nsCMci#7?g!PpY-V7{8GXflc z&s{l@1RICFro90Q)SZm)J26KJ*Ab=xBZ7IyVQ-urUau!_1=ADg;zbY3DaNjk&EB{9 zaNX+;Y`6#bx5)UX}@(m+faO#c%EdH_rR^z z3-N7q#0|^ZSqlzEoA)Gj8}CjNk|25W)kMsLw~5U%E=QLHDvoQmY0m-1mQ284Y}!2c zhv-Y!zF(6{xPImt-0l5X%l-g#n{EbHn{rvyS?`_R{y?BtWnaTlgZE~%EpenN)+Rl~*ff+m#T9sS+6*9xiq4-PVjjv&c?+3Vcjp-;4H z(8n9=B&LF?39Wf6GJYEb_bvHJac){M+Loz>78KF}fF19^NRG*)Q?4 zCm-o~-|MaUH4R!luVGKG62C3^WDCnRrWjg9<&*pO@}op&yys4GcB<(c&DHKOmPOm1 zU0l*fIhv7gOla_!EyvPNf(V((`IU}(YZt{86-dKg{+00pj*HqK52i1|uI{>Q$jhvE zT-}=QWn>vAcj$b0P8zV|{j{NWRC11Q)22F5BUd!N2b>S$tv*hT%cv6&aws90kLTY} z^nDnmfH1P-i@(S1l9>*50L894A-YiAuV@_)W-rZn8{4EIOjRSXK#yOPp zF5xWY91oO2&O*pKgc@V3y)c@_&ZTaMOdfth_tJvn8<>KScK`MYL+$a1l2Za3(+v=z zDWyr!@BiZMyQ7-ix;}%5C{;zI38-8^K$=wPh=BAOA{|9~FQGR6#$j@(ibiZba6*H8rm+@h0y_&u=@Hi91XfX(gWQ6)0L+;>@XiH;^Z+Y( zJyktt683X-ZU{3g{y8~XH4)fg*#~=QSHK3Sdmod*lY8oqKJ1giW-Zohcke={F#R!r z15>x&{Q`)f`krY-@3l=DFjc~eZh?r4cjt~f=1SD}j7kfyjc?}FDGxk0)|#clGNz9W zq=qV<_T1KDAHPjUH?ASt{r+buSl^2MF5`!Yy}PIYzDi1F5GO>NG* z4fwd}*3F(LzS*{%7xAdAlwR!nz7MR@un;iG{7R&zY*T{ zG!Inu;MmyE=gMi@f+d-J)Q7QpmuTPg9N#bC_%xqMO|7rDWM2(wnU-~5S+D2EB%M(^ zc<8-vHf=IIG}|dM?=mzF5}21stFUhXqu?kg3#s&YjQtfdK#SJry*^yg_NZ|{@ZnH7 z;w*vv{6K*NsQ3C&^lH%;*ZfL~FIV~*T+I8+%xcOwhc$&Bn|$cOfOSg1(8{f>_@CTG zzH@XNXTwPS%0ji}60>fpCeUHdETptA3Lh}=jDpDZ+&YK$V-TV8dBa;ifx(t^YlNi~ zhKbjf9ERKIulQwF(+e(iK9OsAu`jl)$vWOiWOoYP4)`gK73F)v@Ac?Sm{010-JW+- z(HVFAMk_l4GK~>ORCYu9vf!wbiJo2M#}GuMa$Nrt_5@+^HcQpgAT z#<`|Dn$XX?a~wLDt&Dm$e><>y_1@W;vg}U8WngBo+6SB{OB1G!s@1C=Ew$b^Muqv@ zW?lk*Q(&ZoY*s8x@PtW4P%Hlrh2k}331!sTy#L$i})X`M) z4e!b30-n1k@5XniuhOhRe@+ApHJm>U_W#KC-C<~g0>c&*gX93jJUyw7Bmy91OKw;| z`L+F%@D`P#k4P@4AWpZpXof%PQZ4m_yy5Edi4_qp_NM}rMLh4||1&@^%4Pi84@_UsV{l>WkCk)T2iPRO4Y4YVx9so90E|(cbHCWQRq5iUA6CU2 z`d@S5Cx`C`{*(hlLb<{f4PFKWj7-o!e>#G#cx29dnqW@d?Kzl#NX~kcsO_`=IFv}b z%9a)6J>K!=oacxN=iabG}rvEEOe zn_R0{{;6~fxWCD_=Y!+ER!Wd*B3K^dsnUN^M*|T$B_rk$f*Fc}LVBG2aj=LU#splo zrD_nkZsS^GCTJv>5`NDW8M2>_n-6vja;arz;5X#W3niH^xJl%b0)%#Y^VRA^_9=4u=slAs!k9(gihx)52T>C*hVVTsc{3uYpXpKUfwWp>8e3&h>Xt_m{tfbk zF#XZIBYAw>u5!XC(H?vau{a$J8CVJOuz3wnFDAT>n--J(OWG=#SqChikpNaQ|g}wpAu>W^?(@d<%an6#{N4% zj|MOyeG(F#=?2-@Zvo%OkmDiWy$j;r`EO4JtZy>Yqcjsfebvq{3hMXa{*LJ%EO}GQh#|Zqdn}32PNJ@#zglGx2_4iUp6Vd#&cO z`UnoG<-j*Yil*YbrrJckgEyBx;mjeAodN%e1!m$ z-gye;X}Wkj_?uZqsZ7E*b2_E^$-D#Ke#l`NlX?by&s8e`y2BoI{9kxbB<;k!t5#rX z2NM#zhqTSx^n{;-Z_8~WM-Ld(WvYuWtXEP(i#IrtON4z9#5TcN{Q{LkP8LTP10;u@ z&%?us4oQ)Xz#y-jz|#j)FRsjp#(#UBcw-ZyN-QPMbbzQI<`S(u-~-ed$Dqd}`@7hK zUmY03K-gmZZGPgu_4+Wb| z9#29@0G-zlj{sr1olcwI>>gffiCO&@W0LU--MAR$gqX96+fgc16L%3+CG>L!iTBUf zF}26BI8NIA@*dUQ_=n+2m2hqQCh@2b00?ChRKD{4y83rxWcfefN?jeiM8F?-D&~uDBDmC{!ZF)D_bgY!$l*!Wm&HiKl*X z)x%B4s+xmh4~=Yn2AMBIeRFzS;ex!-qjD*&gA##Jxuk;9XmS6|U9-v4=bv^D>o;|@ z{mHSFu_%e0(aO`x{dSRlh^V|qv1Onh)<-3N(kWYaH)xeHQpc7D8yUw!u>LKamUmBs zF1v>{b0Lo3Rv-N^e$)e)dOg`-yW2uZEZ@z<#vLX^8i5qZ9{{Yk%K;w$#6oIoXg$}JnMD3HMct>WgRE*;o4<ar4TVJPb1UKNufv$hX6?YIriOu5$7Fc^J`h_zKRU zB*vr?HvD;tYIL+wFSl7b@nl%YH+D({!j-A5rNb5+mdt0R||`)^zZc>qbe~&v@ieN!Uq1=-LWj{19_4>m`GKO6SdB$iREP{Qc~=TpXr~! z&VG>(CI%Kgg7R3KIt_FZd5*|2d~5T;AI9sS%Cg3g)6q3AMi~IETCxyxtaR-aWH<`G zlG#ASnG`vz4gH4G_Np%)r+5)DM)`wa-@3i?`IHMn(Dze6K`)#e>UbfCK{Ie*{!!PL zIFwVA$!4#TIr<9n1liAhWDWp)^w=vS)>&Oj28)>2Sm4Jj@qa-)rY65A_TPS*W|esE zt>y-CLU1M}BN%;4Kub}o%AZT?8v@x9Pwx-^S*7tFDxD8@jjvX!lt(mHlD($X$P z^odg06dTR7qTeUNH?};PopwbsfZlRi#-`yzuiQX^XtGf%spiAUMeY*M`BXsIFAVD> z98WR3l{wc&DRtq>RELb0SjBB}c0;6PwkP<`sxATM-%dOaj14>+)Zllm$tEEpv2uGs z*ZrVEXuzCTn7_a?0V$aWNH2D`Z0a$KQ>zt!8&LRUNeZukRo6`*nM}@`09)aHHiwP< zejnCQ20+U=2T|c#m*(Hsih7hmL~Z8Ex27dCunWxIn$4(77+d*Vj~_okl0?$BARtD9 z#|aoZz3)yttkxB?uWl>|G+7O4yw?$^4Wm>Cr4$_9zo3pH4JRR`=AXU$1~J%RaqIM^ zAB%H$IEzn=|KtEzkwt~TNdm|daX%O12$KeFR-@*|z%MMr9i!QhsMua^se}nBqdADj~SD`>&al zxb+Kv7dfXsZH+y)IFCIeNbJtC5W-s#1TEbz=Lc3E34qk$f{N<6;k<&?xQQLCTA_&iv)|lfM2_^mYFxl=yhZ%`zjsGHvOy_J4fy z7GM=^kVtIfr4qKDnV(oIwTlR!f6DP|72Z((MX7iv5?*VR4_1`Dr-Toyb~_{AO`E+i zo=}UXHTEpCY&&yz{Ye5qTe=IigpQP1+T|3_zRf+?mRGubqxTr$G@pKtPEyj+YPE{A z>!86@iwLdh+7#U&Yo!)f(j2_~7pHG_{>>rdy+VIdz%vGOsmJze$xfOiE?HGMMz0~_ zw!C@c0W{@utBuJeE6rTXxV?h3N<(Flgv3mj?t(UMK#cU5e?tLZt8oT;+7#wK!4ar6 zFOqA{)sgmTq7*k(*K%1I!73TtYMkKPs^FP`dU!e{=K`7+?FXx&yq+BRjM~u@hJP;f zWOHeD(k8)*OwW-4uIv33Et#rkRlHK*f9tqGOGnM-%H{W2#lhmI&_R3GW{KDrvBXs) zaaNp^b+_aqSx=!fTR1MAxEt;|AfB)RZHEzTXv6AUO5GxibZ5a z^kcj>Jd=Q{LmvJ=SK6{KndJQZw*Vhb#O|2_ z<K58-?8Zev-h=**mmg-at2 z*PG`zY&mT;jMFlRCnM;7_Pfe@6+Z@$F)IS#v$ouz~tf+}w z0lNursaIW134*V#E#D!-p=Ng2(BJA;^#q5ccl=FKyK!TA5+-=ZnBiX{RrVf%0jy1VX`A%;!x}o5)nD zfbv}YOX37sq&mndG0Bis$6tUyKgIjZi@CQycgU*M>)Idb*S<<6N@Yi}ri;%^&wZF? zRhdwmfBy#))XKS(6;BM~P93-cJ`+Ct$?<%3dr@(@uoM&=Y7veE2)RaHZF+0de~B1D zEn?^{S%0r8wB1=N3oKiaO|lu(#v7PR=vr4073Cfes=KIi2;4v#rD^9+maV=`b+|8t z#K$boeROC?Qo4Wu*VS@P#&52x15#7dbuvd*aoPigxH^s@;I-`%TKSPcTw|iRulCoH zO8`dI00DFT&7VI$5(jh z4?OkO zE0Ww|)%oI!MT+bXrB8uInT0k+=?^jE9rRJ)f_{1B__##lQzt2vZRHd1f(7N%@s-nu zraSye#;Y^4Hxh-K!9~2XYQ|!#_swqr7`c1>L!+XhULl=d%=r0cKXa5lLti6iPnc#~ zrvS9P8EjD6nJ{hJ63|rBe=$%q)Id4;=gadAJ?jWVptw%4fk07U2XUR&8IHhxZpE$< zp^#(^e20JcoFFGxz4x+LiQ&#!EnM>6(;*%W;2*=S4u6H*H@r6AAsVB$L}L`M-$CXq zniuH>WGlyRE6o1s54d}&?4WqZFM-)jK6jc32CpG;L&89U6_R;|leu9krfrYNkmz{~ zdE5^hKFqE}xwG#>roh@+h%tY(+=Bne?l-!CMb)9oLQwIM&eE;D*BY^nIimzhWF8$t24{^4p&#or3Wo0uvQalxD2O!^Yy;LFt=DhtSHOrxKrOJ1 zW0-Zzl%jgC;+s%zVzwTqM5A9g;AJwICVhrpqvb|@Ej-z>QAU_+!lQ3si(T9UIHy|V zO8UfTY5Qo#*UGH!ti=>p(4|&Oz*4VFen>eG=w=H!Yh62sVqu6}r78yArL}E!2l)md z|JX4upPrI{@(4LRVr|6F>{=|d76I2&f}wj=MDA1aVoo=3VJ`}=&~dXPru+aa=%(+0 z_8dhTe;JV`ud%zFzqgNH3kJcq)Su~^d8e+073#RAn1U8>Ca!5Mt$VG*gRr-BgE~e zGHHvL`PN_>C0Y`6vX`~@w=>5xHO*I`-g}I$km*`Q^m~e4v_DF!-lXe&Jll6PmTgvO zHdT2JWL+}{e+ABo8#z@dSzSO^zC?An6hNYgb zG5muEQ*9|UE^5oJbBM`e`b8I;MG}MCdPLv-MHrKOIC`w2m{im(HZs5mQ21J1qaD*R zZlHe_^%PvRgPTk|bcV8?iQT-g&!<3ED8;U(@VS{3T^fUQn!Y)05y&c?E~WM?i-@HR zS20V&yh57Z0-pZ@&ii078xn>|tQc992sTI7I+gLfY34^+nDAN}k?gdxWOON} zoM+cBquLdQ&-lvMJ@w;2*S5;><^ip@RJV4eUB-8acMUBbH;kli;qP(n*MnM~#)>$_ zZZb{FIKqtcn%EmQz4Ak_MyugiM+*r)XaB4V`M|?V>^8xx!51G2%P|B6bo$fhmp)&L zzLR))lKuhz{Oju+4yBRdqs%?`J{p+m7MXZJDLJRxA5fEkbom~@V_O*`x<4zwGkNy) zPBp#R%WtGy71J8oV0P;pTNqIhbf#xm%O6XtSf}(fj0~DeWcV0`I}F8mEcecR6)e-% zUA-t9RK0L79776?24qcxw#{d@pOmT`Y(8Y#^SPro@MU$37cOzRzYPQZ0?S8If zStR9}uAUP!9Nljxe{p>o4CWjRQeOPBve6%T4YIekkoP%1 zgy>3`**2AG`)g9prI$^qxafD%7H-t2@icsn=f38ui(Me?6hC=;ewH%;DmM8XA$III z3VX$@Q#3a2jI7%Rw{g#!6qJHV6KjJJu0ph{d+M^n!b+5u0j3x(|5?TwwYiBBR@yX5 zQO7Pp*pQ2KexIQ8*!?~JZxr^c_C4om%s-Dkbj`!LkoLV2$Y7}^#oAau1#+BNO~q() zf8*X;9z5JrHhpY}{oL8W{4oE7V021Yc{)M5;j5E>z)!^(I(srW=nk@9N*ml?A_Ztk z=kn8zu4PyDr3bp~X<&}HmS@1vil^p`Y}vh@#E#AFnA10g z^L!pt+6S1)%h>Vlrhu|Zn+t_bo2^0KSSpHQ(=QhJB}OF&W%d>bH1dlDo`i*9Q@%?B7eiS@Q12N{ATW+xi)XL-#7w{Q%Ek0w*jrlTHZX ze0n>d1^km%m#6^mq)?dXW9A{3@Uc5CAx*^_Z7Y~hh1iTjX1_EaLrG{ZOnW{;0x&;) z3K4FX{4;B`zGTM&+|(LciGSSuj8e9iuNyw@hf@d3X%w!ge;EE2Tr>N%^ygEk&V&6B zSHUbd&1}nC+y2?x3<`k>xl^7i#V2T%>Qljv?mz)!N-i>^U~1hB**ti&U&co1lr7#R zYb8#*#?;p${cF7-ZlKxDb{&$Z!)G^QMV)cpbP(){619lxL%I+Q2z1mCv2*Wr<}W|T zhjPtLb3ikRx1`U&aUx4yZSZ5L`dqo#+oK*C%J!lvW36d;$)fCpV(n#Wn(1oc3zqED z;rgo42B}%#$#j)3CRB5jua)7gcdV03;a6KWc7VNp>0;-dAyYvX9BJ2?{9_4mQAWYq z<`0h#-|R5?6KbQJ+%xS0KpjkOEXq-tWjBO{XTdBwoog&}`_9l0i#M&|OTH}C$GR=6 z+q%qz!{Eied1c6l&|qLczg?;8R2MA?g$YzP8%mfar6uW6st#5F0PbvN zjC6}VIKlmnYsITJeL+mOw%fEt2Jok?w%VV7J5Et;2dlV`Q^6z^OpJUI9P_GaeATDZ z(*^)ZYvCWhyms@CW@H`GL_;0FLk6=Yv_^h@dW03aK(@U0Bv=f4_gp>XbBf7pmKiowF3koSyeF~&9qBG1FUdLdM5@Q4 zQ#<=(K?4wK6B(DckFt8Y$3^%_CL?=FPr=7 zeh86#9?{u5*exGP8;LqaeN-6ns?Hh30X=mNwt5=CrNRkX$9uw_5G zpH~y3W!DA;x&SquCf~)TegKbaw>^xXzkJI<6w#XI4=SUw>_W0(3CH(h0-E&}d})Q7 z%0sh{>>{mM;Pcy}P_-1+@&}fuLv+=0r)R`um4kxiN%=oY-Me>ZnTZ)@(V532{DHlK z16k~?{bCkfw_)1l(s%DjOLS2I!a!!>S7^t-BGZq<3U_NNRM=hE%R)Y6oV=W7V{q}9 z|2h2>ExK0~{Mm8XCZ6P>UEP~IUNfGtG8?DDhTnH0NOEV^zKjH-Aq{R3Dg{x+atP;Y z*9?5Q(RqbRa6E%XtsuOMiiYz=_*U8@)#99~q*sJbT)eIx6=EniD~310p%2HJN!B-} zCcl92gDs6;JKTVft*Flpl;DrRXMsbZ8w@!T&v^94V~fP%X#tlv9w{U+z(#*|F;~0I z5E|}b{PDp~5Fpic$urQBP3H$E=gQj%QL%PRFA211)dO#K4uY~+hmO^BvHO@M=CXM1 z#`frsBH)?{!zsl$%kw^TaVw|5%y}lOx^)MIO`rT{9;7LR3V9eGkhH>_(}SBVHTN|p z6lZy$O}!og09fPG5`g$@VyQ5dndPO({*zZ||o0(}QpY#jJI`BR{Bgf}U z$mhc{Kr)9@xaY@0$hfQGYMJ;|DtACGXDRKpB6h8B$7J*Po+&zt1=ev#zK399Q3KZ^Q#aRq=02}f>@Q8= zvUCYOW)pe&g^lnclFhjMiF6ZInFUx2PP=_psclRcowaYta%xZ-rjv3jGd6x6@NP@&hNBuWKH&tY9SrSP%K8 z0Ga=uNzyD0UjlD#CrFLhHyN42zU?|yST(Hx*}*gWH6C$#X1L4ssvfm*6;hhDR}Z=P zj2>`6pGXj2l94(UbYNsKH}i}eBR5M7p*D9$6p-8Y?m1bx`7%pLNKlc#!|`OTV;#^b(ZpUHhEg9sSNV_AKPiSFLL_vQ>{ts zogq$_RD3f}l9R8tzKHx4vakbw+o#c$4Ec_OEl>D82=5AfPM6Xjg=RRJ&0NlxGyKZQ zW8PFNavS+z`TU9TkDegQE$+DCFN^%$Cq4?QZwt4KkcHE9;mD=qnQC| z&dW?AE)bb5*CjDtH4ecNbR5SulcU~7#`Yk$0*wrLfl~8ON(eoUn=-R%k zeCA_nKS3-Ai!(P#V8b}~n1#Xv-cp4Xig{20OkSe15hq5l%jTXt9UtXx$y=Tia3}pb zj-s0ltu77b$lC*`sC9SCw}By-mng$!`GumKqIMbzTEfQZAN1hU$pQA#_^x=qgUag> zk9~BbxOI$hcuc?ZazBgrVhJM{d$RyvwUZ`WW&4FtKS|-1B37ligy`9vwdS{Lj@L4T z@1)69$-_L7Vk^+>6qW@kRkId-C@g-q%Wva~o+d<^kBF5=Pk1>CcQ#$6{@`T975bTL zHe&KAT|8}Ak*5mm5aslu4sCx5?)Ia`4Jq>n=TkIl8{{-X{rj3gnfw^p1vBKzC56*r ziz>?a;X-ZW(8JA%;SDgXaZ3v07DW@L>RM~sp2XXB&Bv)!!Pjk)i>ITGkmYF!*ks5~ z?G?=4%;mIidSozPmkBU|BAVaHCzi(k!v)ALAwo?970RZ+xHdTAKsn>}nzb{0`~hy+ zD%p774eFDkP5c@&;l zqkg4EdI$Hzs3hZ>AC74a1&vGxt^->XppyGuXT5oJm&EmpS^p`B z;)_avF5Jf*eL2zWDVEK$tzfgf?Hik+Jo7Hl?unv(WzT$05J+RE8Za zhCgFh$Zbd`@SC9SNDNCP!*-bD5JE=>e}ImhYLd6Ii^u{r;hj;0$-HXKOTRk%t6evr zR3$5CLKX1u&6+*e_q)wfGD5fI5xmOa5PK})U*H&z+80W6QwaiN52ABmmLg_^pSwa>rVZXY?e63G-X67 z+x|Hvt4Fz?>Il-(%@i&!JAInO%OP2c6<2gB7`6Y?se$QyixHS#|D!Y3T5M7}wC?TO zX}$b0J6b~r?N5gXbe$nfO6FJJ{}!aT5QDPMA)Yr~PScq406Mh!BD$Z(j7w>US073@ znNHsnQ7K`JUh=|n>i1pz&`MN?h}IWq=GSL5?LGWUbA}r>O+GKsRmvhXCx3#qG8ZP% zM|Q8Rm`+c2Ez}@u0h3YMouMgaL7&Iy5s-%d4e)M>!AH42{+S+k8goBI?hbRd5=GEq zg=e_^?FE3O5mN~y=0k8#=}#?iBtpDO-4`CsHF3|yEZ~>f38F6KPgrS8kx14`FfuZn zcwIIj5b&|Oy_8oR#-3duHrBwBm>-1I&>1+%ZDCTVZe069iSGw_58GVq>zwTNBuKfO z{X3=nmlWU~pC8I6QK={+?dyH_82}ltopTy1hlbkG9Op4OS&86#p5jP(HTd?^|@$U+=eOCxh0_t?jjwMt3Ku9F}TnYp3K* zUsMXuPUbHBQ=_zxqxiA zt5}p@`BWwe(IpOPd0sP;%HS4z>a^unXHP6d{7<`U@>Bqzon1Vchr;Ip)17O~x3bqX zQ&+1aYTD*|XB$g5ET#mYXFWndoswOn-N__G8@=63G_bSUzq|6=@->v`ac$-SWQ68F zcb#`PZ@7}UL_v3m?yCoZx#lFB)t*KcU&MmDig=-Fhj5Rv3TC`nwT3KcYOn9ZW3FU~QW}Y_sDIk3ay#jK-Tt@S0W{rN`fx-i2All#^NgdR z`O7&o$%RB2z|DG%RL+u884jgkXzLOD zq2`qU%N*kUhpN7o;NL<~5UqdU*%$}x6y*syQNfyuDSANAag|yolF;%W@ZNF>F|@2r zwtBo#v3OUr&6OtNRz3E$>+SPKeM}WOa}T$_oBW`x(g!81eaOd(zOTAozq`&gk9MY9 z`1|W~M4MSslMj4*Ad`2LZ6-g-Vd&e~{4g`Wy)n@_pe7ACHdVL%J&@-N8v5nl;q?WDGqomOhsj(A4wx;I5 zg4eH^UeS@x_@7J(0b)O+-H*HOMAS}Sb6hPFwJ&}V?F(9~d1Yqd zW%}VOC&>%f`ddLh$CP2D1M`xUXg-;>m_-w}P->cThOo@x_5)?&gbagKMOD68NlX?I% z*q8M-q9)R!(fe!~?3bV)$bF<`nrVBbM#Ru?DZ@4v9|#V=c;3QQ(p{$xpY744hTEp{ z=gth5RKu*yre?){-=QQe(HRd)bgBS%+@bVKtt=DJhdOP}e$HF*=kpK4GsqDqt#@N)I;MQ|n-QmnFSn$e&lc|f?@luXKeCY4y^LHO{yKD% z2Oe0j-X|pCp7t}%D8DS{j&*(J{IWVsdnEUj!wa<}u}&EMK9`%mW2->p5PEX%5vGQT zd5Ra`USH?-yUXh&Hz>n=-R59KBY=5Q3j!T4>fL(J>*AV!tPJT>+nv+SHfDXuJsykK zj@J-0bZM9|k~%N1&kjv>zS2Hh5t2ZcL|1>ZtvXmf^A1ee7TWr4v4^WrAos@VI` zWbr7+$Sf`(X7POCcIn6*yBgY|pRipjk^4M_YSICBsu|ZfQ#_h%$v@c879ob* zcEw*znFgG-qVXQM9g~xm*ajJ^_5K?EK?2KHo_N85akmEBpgN(|>l z7}zVzl(cxyVj+QwH*MOJImm2Gc3iNYER#GOB*I_kwPsGTw2$KW^~#>eY-O+740wI> zLM=vEQa*vg#$;i#U1JchnbsVnmM1DN(`$Uh%RD6h{VLv^S(;nNz>IsSDz;_)UxHp` zAsX}5_3BxZCbs6%kFAmfJoOu4G~>gfeov185}D^5BWm?h1mjq3a@5}28XC7S6Ig-{ zex$hn66o0=SyfQiGPihZ{mV^Eo3W$u6WwBD;1j#H^}dc1NT~ZWm&ippY3%8XBj=jt zfbOF}rC3=JIYrhS>3vq5#A+3S-spMWo1+z_Y26p=3uy2~3>qQP|FGAYJpF2A292f3 zz4^1WRmWIxS#KA27lq5&M633pMEc}~#WL#qwd_q|5Wfr35ht<}?ROz`6kUbX_&5^k zneD-zwY@#=*M~Nt2Ybn0sLU1dpepaNE3FEroT}1zlDqA`bztqYo7&tC+=OPYdPC38 zxTUT77|l!akdIJ<3-Ev@Q;iD*jnUA9r66b6Xd$?>PgnkmNA-}B`WA^4P**Vi)uO@ju2U+g5#p=sF zIU{5dJ^P~?+7Dc_>H1~R#|{nYb$Q!wp1j36C9TtZSDA4kbIcxao{7--`rb$P)}x;; z%A78$Xz#msq*^NbCuU3xinvfou#-Uqt;m`2WFJj!(7osHDCTvOnnR~beESrN4*h1P z=cdaLbMX=n^$P52%etD|t{k~flt}a{jQaH^$ceG7p856VaBwq<=HxW5X5(eXub+Dy z(%QK+0|u`>Kh2rgGf}K1B{c=**X*5v=eoMF2Q>+$>)Gf^KSIxZD|29n6;ve7W`-qD ztVW3}6Mil)CB&X14=?WtHx}D8d}<1t5o^Zx?l~ijWM-9=wY>i>0U^mwG-&3{*5uU~ z%$hA5Uc8aQ!^R?Q@tCnnF48_&rp-g!t0tzU8f^SNPv+;Z*YG^ZbWkz4VC~1*t z&4ZEcj}KNxWLx6hFI^V->TeEW+=E_UbGqv-X2EBwkaG{YA!~JG89a$024G5lzcxH^bubEpmKsIwKzd){OA&IYyOahgn)Z1ao}gaRA)0t#fv5qsSr0!FgfOuG~XEEj6Js( z4h%6srsx%BZqjaQ%mij*i-*BCC2(VBdMm=r!%^N}le;<}hu+meH%x*}S38d+&OHoD zj6cKZHkmJy1tlyR(W%1(6VLcs6tJ_Mf}S;DC0$>Xdl&}a)d z-%7#s9bC1eOS26GcHbRlEdO))yG8i7vqmjW=j98w7s6qEp}4--q@aR+C*+_V?(zH7olrNP4Hb~6`K z*JjzvEqVXf1tX08ug^HgXbq*b`RqYk0wtwx-qLD;velpckQmWtyLwCI^up_`kAZ2~TAp3UDXHpOnn|fxVD!l-q zZ#Kf*ETQ+Rl%0jmF}7&kSzBIj_&Ml3ho$ws5-+$}x28Hei)n80ZLRG9=sMI?8xioXlaPdUlR4pESv7GrEyIWj}wYv)5N) z%icTKsED<4g5Dm;k+Kdu0g+1Givz|^qzfxgrG+^Tth{lIb)qc$j;}_;`J#ebzrwI( zkD1&TA=~s@)aoS-HQ6pR8Lr#Pz&LR&HLrtNt zT{g{oyo-zm$~=Plgo0=2JFRc8vSdiLRhebU@(VwOH%i~C4NbIeYVHXMzNqFL-T7Pp zUH_&3g!x8d_F}u7X3n$SLh2~2wwvo3G3uNiD_Y!C)CVEaCO$A$m2uaODZd0#)oc^*M zRUIa7Di#O{2!2s+IlsZWRQrDZ*cqRbufYa>viN|JwC)F_3y@7AH}^a-`*HSwaLfby zoT*3I?$ZwPn{PDLaI1_LH>Y2JsWJ<9GqD1eu_n(zLmghaX~owvf4MYH73>((wK%qu z{^)6d#N4zUba+L&ooo7@UQ{5}l9&x@rlAJO=daLnxqJ$QFfZe-vJ&q22?f|WCa zq0PnJ+dh02GjuVl`+vS#Jx{}SFG11fdvh!BIngk&+6eepofg->2X2J4-g z4Ed`+yg~*zaPd#VOWt775xtiu5B}vY-is%`^Qhunj^0M$!t1+_7;x7w~v8%GHvva}T$ZH4Eaw>r@^t-HGbdqzI{UXDvjw z{Mm54^Cs^j{g%Z}gE^-ynUWI%=qV98Y4&WBO?lU#>e#fM?RqleRE4gSbwZe?95rYGzVF#a*m6t%krNUTq zjLAFRMcNElxXXnjRM-Mdrm00`f|9cYzJ_L+>XJ+^jIdUe4eX=Rpkw~=PH2Ep{H%0Tm-LWWI zqU%Jm@TOT(P0ek1Sj`CLr){I`?t024lShqDCK66J!;bFDE}M6yw9m+ycYnuFS9VUpfruJcE&{0;`x)!*y_`8LD)s4V5cPau4*#2q~Xz6^58zc&^6O+eRw$bVe?~ZE=_`>9U zE@{E+O94KU6&d&3Y?~jqqPy$CnYwV_N}xY;+=S~%Z#G(hzX;&kZ8v36%a@_bS<>bm zNVD`mxO>Z}xSFPI6oMrLCqRO02p-%mxVyW{;LhL@G-$Bk?(Xgu+y@^dxCi%dc%CQs zeZT9x>zsAYdVien+dr7KHhcDTS65Y6UsrXt17+dmY3=#gYgTyYXXDM*lUeMO^F>0; zg@?(Xctop(RF4Ay$&)tChPE$6$vdE;nWy=cm-4wU=E}3l4TLfWm^zo5X=|OhwYH

$AS~^FW06^)j_tO36Wf#w^QoR(5fv<@JngjS8D;sYDx$U$}Ysp3< z1#!(QV@Gm-R`gDmR_hR#EV6*D8d_8(zHYL*^k}O5MCmKFqdx3F&||Ie*_~xGf)bAYU*q+?zuDLa>_m7-zc%c*PIjM<&P>kmEk zvjBM45P9|O`k;Kqnkgv)xtPx-c)ZKNZnxMNz{xzgx<8`Ucr~6cKij`voW`rt16|)d zmbk+cw4imr4k^DFIr@VNe0iUCaI8P5xh=QJ%De7tt8aJ2-lLKQ56enWmu82VC9ZGo ze7g&$$-LOaxQOER7{IzT&*`!|+wr;LM;Zb`Yt|CqFsOdPeyjJaJ#4@>S!Ix&t){{p zv-}l@F35YyO5)Jl8+RC2PNt(O8e(2ny!8a1Sl-?*E1asg+Z@|>51@pCGW5#oo^+&9 zRooXz%iMG`?9ueHoKcTw2Uepw^;3T!`*T#_%v({K(B!H(SxM zXLKd^<`C`s4o(pp<S8k2%UpD}^>z7)BK=Lca~;gQ-^%-7Dy6vzY!q$4uZN+z!f$DPS1_`qkLN zsX?WX*f#-gfmmg_re$WF^$KuJ$JX=1QBDZ`P!oZCkMN>*Xm*4Icji91sDIk->-f!+!}LuGaO7)UZ+WBOo~`3ak68#(&V*B~D5fEt1o zmollUe871w>cZ+YmFJP39V^@Kfl*0j)}Ea{g5scWlLw3~F~Wp=glKT>Q@MIg@ec}g z8J?&=`-s;L%$5hyWB39cAt>kRajS6Nc2EkQHgsvMFrDl$s9l8_s{m+AjPJr-&gg4W z#@?ll3gy|3!tnb)DgtQ*1ZMpg1iTF^hpGk5Qzq&7U8|a){~zq<>E*k1M&Dqn67rc= zG$SZEZlZy|Pk4qRPz%O``CFz?XqvDv`iVw(@jrOP^2SELQhY7{;UfP}!$r!T(eS<@DKu~PJ^1+tR_C=j=Dqsis|o93}2gK(Pl@lNDU z{?DVG?x$U1L{wS#{0AH1Iozaqa4fzRdDHzqklc_GaiYJf`EtmOXm^evWb3rN^*snP z`&84|4kx9$A9@@L%qE?=z*;1z^@I=@u_T^<62+7On?j2+47<+htwWXPwP~r7+8<}~T0FvPX!O8J$QmTg3kUOnHX~gtg2+R7`c>RBzH%YEKA6_8~Bh)*>vWcVrTmOdfRQymAxt-tRQIDE&4zngva0&5`mD^9L-j0=?SAOOJ#Dn-yH-ZE-2(F<-fPP1~@qvgsx2K$aquOfT4-42AG(LfAp zLw0m${(NQaXj8qA+=Se}%Ua@9)(QMx9UEbt_hCSRNi5*oQN7i&;a{(Y;&3HZhqel; zmc6uf$gY0ahKqu3tu)LJ`j|qOO{6+Ed#hQ*1OTph^n?8e;wB+W-9Bm~m3VuL07l@b zeXyELrIsA`VLhZy_MZz)10BhiH>>n{W(@)$Ot>T!r)kXwBNVfkH5L~vLBH@MbEyqR z2|8y7HmpbDbZ&>9gnv6^DA-VSs8((Ug`%eQZFn`P5^{y`vi+qWVM=Z6XeccNp!c0w z#V+GXRb^9gOjx^&bdx=}kkPkvaioh?(mOH{^rM$(|wLJqG-+~`TxAn%{ zFH=vG=nJVWL+Dqve1R)tBl9_xN2yK~Z;um~r%b;14bQPfb6(!kt3UmL@@2#RFTM-V zqtnsQJ^#d%hkZD;tXj5n&h)iJ3KH7tdh!*L%=geh>It9=@uf`cQ}eqO5ib zXPTNSb0=7*QNor?`B@k7J`+|xzwd@97b(?6v!FqRm;gmh)8icM@Lz3*nh@nmV-vn3 zh7vCLXGC)+@9%jFIpmg~zi84K=1%ONPM~t9Gx&(D;grK`e@4T0)1QswAFPxB_siML ze_j7=8q0tF``^S46LXOr6)FqY`+3D^=X`FWm^RHym^DNy3o+a5DluR+Uf|{IjM_nf z8Jl-$bss;dmndpFup3p=(=B3ve{M`IV^Zh`zncBq$Sh7uYP~t?bB?Kjy`KF z9g_&RD;J8!?PKs$G4<1(pVRvFg2o6A;_*cBeG{lP2V%Tr(G`9JN0BEWgUYl`S`xt+5V)7#`smb}Y@ zbz61EbuNp655(g>Rj3K(+7%QebK{f!a@FzprU%Xyt0lP_w(#Sx7guF8&sHnqy&pcv zh-+j&9-C~ID+Bv^CDTs5BAW6A`xbgwYgk55loCs-iDm48dU98HF$qB}OX-_hPh^+s zgqE^5_p>)=!*?JFezmF}Pbf_iR6r$@lSK3F5!k-+pOYcO$qPkoSdVH#0l3dq;rl3U zw)lesi|!U`n~i^*?F}#slJ`+tM`)3JUa14uVsiU-(Sg)|z`@-gUe~!z(L1*6-p8Sh z*LuF~uCIG3-a)2xtorJ@G|i1$&K1}VZe%G_KLhZ#88%Ig{TW)<4zRo(-}8QWw_I??^>5r za$A1bvSb1@~77ZV#>Ko_mjW1lVdao%pB?DkJ$+edIn*ZW7s$5xZ{BC=`!!c^N34w<< z+vAhF_&3p9r`axPkD)QRoLM73+r%r*i)9Du+zRu_l|LQK?0Jbu#=c5bfF9)*)+>st z9!%&~Om$l%n5QaY_~<5QbiHPCK#)Cjwed@`t%~-~&b^He!XkL!7!Cbp_1kYx*0%_X zIsr2UUp6P=kw@zouR}c}b>jItey9KFPUP(4=xs0zFt6-yz zoltgT1d}u+Zx1WaSGnU1Rnyoo@A_Bn00d1c#e*j$Z-&!~mux!#U;9l~^Y)#07m9FC zOFc$`0BNw{`My_&ipk0I>+(*zHaUs5 zHVRew;YVbo!otgC)Tm~5!r4X(h9#Ab{j5M;F=Zv)%upf3?vv)ks%6S;2Zn>J-~8s! z`w`90zetSwp(q-Kj94wNQOuTdo^?)mJX$bP&kZ8&my?G~{z#sS`jtMExsV@SRM`aM znM%PODCzlt+j*;E1<+db1H4!ABR!>PSVbe+WtG}(eCW(oW!r+v>wcW2Xs>)Op)rMM za{7Aq;OBFbM9oQ)4sa5sF~w=gq3!(pd#s9~X`1JxvH{yjm6h-e2@sO}w`G+9MqGQa zsP%5Oy4L+_X&`f})}NL*8AIY$yYjR+r88i{)80qk$De{b{Ro=z4i!V+PbSltZ9wyc zj0UO>)OL8_Nu$T(8EVH^y+Q4Y4VlrCMWs;ux#4Te&f!t3U+v)i!Bi5-^z+*EbLkYv ziKK09_JPYs!F1=#Cp8pHm)Ph1y|)>v%{!urG^}i#U5%*04>--ARLM+fK_T16Xn$Iy z5XR^Wor$bL7sXEnLUh&J%C$0D6nq}`7>+j_ZIz%|b(Fb=uZiGNxUNDWtYKHE+MsN1 z2QwF+TAc^DUJN0K)o!uF6&Kn(HR3*Bh;cu#vRX|~X-Fx%qD-9IJ z{h3qOc*4}-P7#7pSUb>s+3aO9_+t2AYZXPF1UkZ&nmgDE$D`F)>(q1wSnb==AI=1L zKN#Y*Guql_kDyemXM3U- z`Amm5~OmXO&X7gq*htBt%)d5Qb_siu~{7s5pkqnc?ijIq-ypKn& zte4!^MWuBJr(MI;o}8*iV%L)i)+gd%8Kpa)#KN0L*V^+6XF5dR6ofgdNvr1Eki=hKmrwMU;LBx(lgXPBZOjVsntrI&i%KQ9 z`{{zqssiT=v5whC*?BHD*A&)KrN zOSqcAFpmv|#XCjM^VVC55LzDKlT_l;AHlJ1Nk1|17 z`@V2c>YL?>DmOu1ZL~X-$(jxFjyAVAmu=bMhCCI`s;st}2kfh4GBhq%@(U+EIh4Ae zCKI|d@NmXQ04y!UVr1HMKja=VaA*5W0E>ZyQ+P7Ai$33$^PSs%-{0+JlOxLvO$Tr? zzuEhZo$g-YHl3Iaw$3v41vDmsk1xCwe?xJE*bN6VvqV z&W^XS>KR*M`A0YJ5&p{wUxOUhr}2~hpLCbyoJ6}nebS18MyQ$(=1xjZOca+#`KQB@ z2yxNLY?rocCg<&h5olIHV{{e!3*ZOA_MUK+3@zJP^+&;q*1IapdfpuO?L3f7v(M@{ z%icCgSWWEO^`&tIk%a~Gy~bTYyFtRwe+3%L@YjFhQeSgnNEB!dNevC&&u#p+b!V-c z-0XRpue)%A5Z`tk>C*0#3y0Sz!T)|%h?QZr=m4j6GY!|L$mz82p2gNAl$y_;0W4%> zW_&P~D{Ad=_JOzM2o-pRe(umlNbjLLUGX9NB1Ow(cl&+QRb!XpO35{~#azm&J0&C& zCGDC&C(QR9=W+1~;NjO2tHts)%PAuBx=v;=(WAPSu9x6=g}a~@pSzMSn)wLpru zYZQF?rfXW*Lwj;1&qZq{;?B%gF|D}Laue@gDZgVhFCJbBv|N6RI#2|bn~u|8X_w$< zWhh%2^Yu|kT~*MjAd!^#Id@T2C29T;+Ryjgez5{z`LuVB%Xkco*aP(}sR9p2U3b^z zz-kLY&l5B_D}ciW3hpo!V3%MXf^MI)cP5POZx<{`DZ{h#c!&Q}DoH{8NC{G5dgWxW3;q9EpzDf0iPxc-mB zgZh8Uhd=%lNi-Fi7VJbiHSi}|gmh-58Ir$P4%!xRto_X}Hd^k*a8O zZTlQApL{-GV@o|4Z0V zV^JZhPzd1)J5mvl3V*Vh8abokgz{r4dWCx9V|UqinOxwrQb?M8v_#uxVa43j8wcGaJ}FDl5NzYewaLe_n1q zGQABRpCNW+&mfvezBm1JqVIqAp$71*m}3wg9+!ww0s(|^FIxCCX9^S#T%^vn8C4}6 z^;S#2k{ueA(z^>Z$bgHJ(7mvppFtAO`l`o~_G8n~W%%jEtlN+GdQ4+dO~uc*f@MAi z#qdXZSvR#NSB4g$npO`Ibn|(vd#sR^evtA;5u(jRAN)>PRHNaxuE-tVRTo zbUwq+TRo2pYG;=tOBUf0$7u_;acqQcYI3yTf9jcyiyeyz0>& zIjv3bUeT0#b$NLX*vFt(K`_^kr<}~J{=fP77 zql@JM=%HoRJX*QL!|?_S18_@(mmKRAuTq^@FhXEkK5mDj*G8GikS4o;`x58?-VrB5 zZ9g>hgXYcDk|z64&I}oRqZJRl+HI|u4Q(7Tw|`?NM?$??0*R)mN}kuk2UF(=cr)%@ zHNfuDW|aUJYj9>(4m|af5AGq`IQZMNfb~ol?w)WTTUk*`p@;YTiRl}GCT~4X*@lR{ z&9oV2lWdz3t*nOUL(Ou4npY2|kL$73*V;4t_A`5rD_PY{$iDaUG)WU9yt8z)dM$tW zdz3HSx}2F>IEiQb;|! zDFp+?DU;2s{@x$3_7Lg@SGkhTp&H?%oAoX3@$UF_OIwYG$&#IRvA69HriNzK_s#`O zEqIQA{cm_AmU12DGkoV2_vw93bL`*vJ)-9Dp7A`&kHe&La8bom)J7-84z$0EMW}*p zMk~BF8Z{sR+0UaB`lPJVS=N2`I(w9-7E$hRMQ^q2J-3^XdA!mXj!5HY2YG6Eh03-u zm<`h<6DuY*^q$loBV8fe5b`u*(~RN%lOXw=*mmz1UOaX^@T^%QI*0cjFJOWoPKQOQ z@>SE*mkZrD*Z#ZveL(ezI%GAZ+L@`?;Q9j_7YjAS6{NV>r{%8^Cm&0sUb8=2i#qAR zN_9$8#WlS_qT_5NHyV5x%eZyiW`M~?Yfq07=kVd%apZF}-A+B{%eW2>dAZ;RG7)@7 zm0cNnDnR5LRdib+2~&t3LS@hoWNiAb`|pCcklPK%_1fN_z$u4)X!j1mepb1XWOZ8i zKOGP3JV1ZIx)tPo8=}(;^TV-~V0#~^u{1E-{=@4ImvE_6@ahLU8qJlkXhiDo1tW*0 z?(!WQH8TXXiZhNpNBI%SUx@r#DX3(Q5~RARcHMhV80i1FCNCLxsWQuylj@!5wh7!( z7Vf!oJ9_dN1Oc+>lJV$DLI@Y|1~%sJ6lXl-Piwl&hazpZ_u4Wk+;cLmT+r#wBd zIn2^9o*y67G2jOF1(H3NkN574|#@^3oWl&{hz)Z;Ac zWkf4YJ`0?vhc}i@TpIM5qQ*}-gJ&X|;-Ebk*>fclQr9QXCX&X`O;rB{e<*va9rq}D>C=Xu6a1(yD*w{R zfB)I#;#j)y5n{73Fg=7+sbUHmdEaRh;Y8G{;_kssKnQqpX1BdDZ*{9Z_id6NGB;dgArt&fiW zEgoE09t2{D6xJi5^+~e#v zxLm37WT-rK|CKIT`&iDDMkGCZkyWbe4Zi`;3~?&Rak$D>&`dkmS7?q5$&gfjVAI2W zLTd?ixS-xkqpg4GtLdLQtvP9YKw*0&$R8p0CFELPZFkYaR-n&JVE!B04U&sah|O#3 zPph?vc?V%JL?rMyn0~P}>U2+h{8E~vbcQ@rsb$oq)6M<3_^J%jBBDUjxdAZ}pDeu$ z0O=}+?EHqYs08`LbXr-=YoGhAqy1k~*pvs<#^TnM7-c(ZLzun#r=G-IUz+0HXGREX zhK7IHwiPNPmG`VW%883s+Oq$!@zo(|`ihJ+8*inS)l30#{T^rTL~ie1{mgY^%#a0c zJL@KkKpY9J{r-1#?n%}xx@>ze&m&>|=QIyAbo5CyjL6xYaOibz$XQOfl=7Pei9rP88oxDbgKSREF$_)Fe(~!9Swe2A%q-NBa zEpj(DeSdOrH^OIiji}{9*w*WCm`^fq(4W{cNzc7$?>@no>>&EE?;Dtp_S7OA#GFmy zi6atLBBLTlY^h%m%P&@7ej(jwc4Pp{tSd${V*(U#Nmd_Z-gyU~<25OMW*M#;sI-eo zio*;Z5vA)Ttni{(4Ybk8NhL*42Zy^Nxh#THk8AkAnJ%LmpH&f?6BZcUosWbd`o+jaWa?k(VZz-G z5u*W9<#G99q;UCwqixAnwO7WuC?l*qFN(t(fCt4kL&kr(GsuDIS4)|wAJMOsG#50z zNdNv$rx1VHToTJ8`A2~T+U+m+o8TXg#jKfE@^~1kr6NJMqEe3U=B!eED?3XTNCpK{ zdB$a1gFc!ai3z8F_qYv%mOjfqn&#o5U5W?oVDHxnEX2Gk_*kh%Np~?{RHH$aRDbrc5`MTO2eNaW;tMEvMdqE$)NTH|5Rb!%R+2P^+u* zg28hPM>{~HMWNw$l!EY#S5`E{h*V=!?k+9@J|Z`2TgXJi`N$J*mjJvuJ%w*bUMtQ> zfayQVOma|(m*!v>)Co+uA$y8)>*UHIHN&SKpLX@0dCM__PFU16u9a131&54y$?!t6yQ277PE zFKlZ|(M}N<+hAN~cXq|$pG)bnl~VU(LnJFlHRi*>d2UV-j88dNaBN|-g|Ss)p&6qG11nF_|1lGy-t;u8j1lmCDQ&nvWSv876wn`eE0;v8PjGZm%duvhsVO zs9=8VeEyhusZ4=XsZ?39%Tbb}Q0iOI#u*vHZC0G}$#c@=bd%ezN=dIo3+^#|&bNfX=Xe&xi zr!bf`m zgUFtn(iz~)Jirp_d`mp)Q|^nVG4JuO&5g!%YF_3&T;hX6$esg!i;;T)&H(Y)dZfJb z%`-#cxX+Xr2iL+9I|l=igS-K~Cw*lw)i4l~n^BV`QngtPzuemrS5MprinIjxmTCy` zv^*u$bL(iEwc3?gdB4^Q&&SZWEY8jegVbH7(Js&;)TVryqAX8eb;9#%9{7b?g2*2C zhwI6jNKl9fHT**jW$?nIdB{)^2k2ReL{Q2N|e%4UnD$fp%DrPM8v&`_;fbGA`M4TxF_YN#@wBUI+Wq=duD-XzFK zD)Bn_U<~jM2urKUvxji6x}CL@;qrJLiX7|v!9vvJsa(ERMY;qWmABsH9omu83-+fL z3}RQmg~V@q1g*kiXv)FQQqm8Dt-s&p;`4>GIIh*7e`fl~6BOV)jFxYXmvV(U>{$!_ zMvO0zC9vA=mB!7W^sm+qw5D_SYH?!|MEc`E3WA4lS%$)21$Lv7)8TejSu1cl!ta=( zzviEJpFlh4bCT$8vV5(UniA2A+gOj|+m~CUhVWH!##jqcIeR2HoA^yk`bRwlDWM^| z_r&-mc}S$&!7Ld#?Hz&VkupoCy1kB{=6W}IEehW-u4yyR$G?R2;cV}0HNPsJ-8srM znt?L%N3;xWS8?hb#&zX1KvdtkhQvP%k!B8}817@yrb@Z}mS=|;otF=?E|fZ$ z?=zPw0fgencLs~4hBrP-&}|%hVwQo13}faEU7r2#Sa=Z)EY(ad5|_C-4Q|;W^N~0O zf)DbSG$iVqZ&!W?X!S*<{2-&%?^)gSKdyub{KZ!cQZ3-S?=Vg)<&D1O>8^%6?iuPE z5R4fQkd&6=epUZA^&ZgYg7y<_)LMAw~umWf+-aU zM3i676rq0)_0fS`du{6t4xq^Fi2hjG=qi2?$E1vVt4MJ|ai6i&vsx`6^S0Atk&U?f zVWylYpUz3zc3JC0O-g=ogr$C>)e@rT{WfWnaClD_Yn3l^X zi(tl7NtrJz4K3d(5<2tEF-}IvHtcZb8sJ&dvD?UOK1f<@m-*>24>vY$h@{>aS5TQ4 zPmr(smn$528;yFz810>%^ODSd5Kkfso{E)U&t^r$`f^WB3lir|;N4{RT!JjhgAjrl zeOX;lO@0s}1r&Us`h}1_vhz4C4Z@fvTnq}NEAiD&Pk~Ij$i=Tk)>MrpH+g1fZ`#7r z+spf}+t@~~KOM$%!xmNetUy*b=9x$v?>k9ed%YW6)`MAr83X=s|7&d@cc9JAUuXt> zH%1@K*&IuoYo55)GenW}N%r$)?m=1Ud>(f+r&*>4^)ONzP=J6MF3!ud504+{^nut# z)#YLj;AT|=zhJg1P|9*u?K!m*shqC|%hpy?>O)l$YC}FX&nI9LIhUL-fwY^BL!T@i zF21>upUAB%zMw-34>tg9qPd&whZ)k-D)6Zvx?05&S8jgj+#X1vp+wDXMzA?gcD`x- zG($l5eSlFCYoBgq5M^NhyiY)%kebaM7m9G?#RvZuur-2WSKDZd16o+Z)@R!B>wh%VBh^RKByH!WFTv&*SB4YsdcW~0+<+nx*HYS86K)jvQx&c}z z3L&}o?_7iyU#8CMrI4Kg7@?yiHLO_sW@+7AhaL4_YNn;mEgXI{xYx6s zT(s6webN#sJd&pc(VtYn*gxhtbF5H3TbP&kgfblAVC2uHARd?t2zCKpd$33%ikE!J ziOyaP@W&|A_I5?EJSa876DmxUabyG7kL6npTzwz18Wu7Lt(HNaaBcJ=39%7(u&cqh zh)__RP`j&=;w{x}gejX{vNL>gD;lWqS#!a6R7}vsM0|a+m4B|8H6jnIVS|(c#CU5$ zp5()z@s_jD;^|S7$$B6lV=GmJR6Mn`dBGd|5|H5(O+TOcnVq}Vhu?lE zI(}7dSb%))1=AN5XR7J>dFdw)&NU81V|V+RL!kA$;!HmARihgqYlO6!QTqpC#%D?> z+51>Fv9Ns|PeuOZsTeGC{Y^|=nl!u5XH!oweyMTu-G~lRaM)JNRH&S$#Ph2zgQ6w* z&t>p{W5zTA87Tp8-puqmSc~Ty3R6)EQWDFLb2Ea+Z>+M@tKOFkw0@l@Hc0cR&zaL! z9W)@9!HpVp4-I)Y6z*9)LVs$h>qDaGeS?cFgVw-}N!8-?g)?#(0&;!2q`$~`7q0yP zzfiR95UdAYn6IV5B48MgTb%Zpqdq*IAYN=W6vnUKi6e0rrNuBbCABC(u}m3rmtB;j ztyz0hYl=91j1IzlmJzsOg!c_Sl<3kCnNT}C+a$W-2unG_MpF0nl!~sEZM1W&md=EK zQz+Djz8+xO4lf8YK^4wtbY_+9zhS#nysCALnIR0L3>j@pq&33PjS&2o`}Ias`to)M zq?MP_X4$M0gn8kp(01t6Sc(snYM{Ip3Hv7m&UV0vV#A4A(H>@W+ z7w?Zd^ai)rhFbVY)O{(ZwN2(jd`{(F+jv#JP|}r;uwQiC(QO)^Dwe8fReG7;DbxG4!^~X)yLs4Q zC2Um;6vPmkX}1_^G{747MftRX?eh8aLR!+_tgTT=tIgVzFhecU^Ul1i^Oy3866ld| zxTwStF&Lu#2b1D}k5ivj)P^>(xIftHluF6kVg2rdDreDEAaE#=;dM>>W=nqLXjCl2 zU|w}S<*OZyqWWSZ?%f7R`T$AuB2W~^RmFwZhsa!fV(FNk9axqVKCNPF7SiBO{+7SFLpQpca*ToX(>YpfGz7+dGCR;YD)$5imhyO#wfH zOrn4G_L(0A;Wsfrb7*QzjkSIW(vol8kN1r(;se@k1aGu90^RdF$grjMKK9kdhi)Jr z`NE0oH6Xrm_lPlW_A5&#j0(IE&Q0>~-#|W?-PN%GzF-<7m3VUVhER(GTWmUrN7wa` zsi%=C?QPs3IBy#v+o~U`KG$(I>-8>Q)N-|Wpa}p!C{i9iGCq>vXKZ~Ik55wlHtp{| zrx>q0J~Bwy02sQcbSk=OxoP7o!FW3FI~eCUfSH9v(84fQyRg1LnR8e}());MCntWH zC0chTa0z%fgW3lwD2RD{@GNEgl=eicvO&>Xd-`YH_P&6lYJ}?8Mjd-AK`N2>TPhQN z;ei3@y?BoLkJ`=9yw(Xx-qlE0DcFNJRf@?&Oo4eg>+@g6J)XEca5XIpm~O8DlYCz8 zue4B-uN_}NhHpQ{;9Q!Mtec^cg5#n#fPLnO(t-S`2%blwUAp;h7z<*j&8FoSAV zHjpAel)aiPJKB$yC6ww?1}9`&S0=#(zEl2Ro?unQ5FniJ?!oz~Q-MQO&9*1>HDDV_ zj??%&$ySy@1|nI|_ut$aNZs}6uIFAh?WU}7{$Qn4GB>BuC8D8&7Z?S1&RhQ-k_$zM zxm)qwFIaCL*#Iq@cK6DXjkVvd;PqigP2trZh2IeMv{8oOjHl<91c#O{xRZ0gBNSv% z@j&vCT1g)~faT5K&|&0JA+P+$g$qfn`>zNs?#KTf?}(zz1w!zQ8+a{V;ioaV!0AR_A0}X;pBDwR6gny%m}kM5RK?Va{{~I@-@icd*(jhVKy|UlLjx>?(&spR6R)HZPMy71_JB z8zx^#=P}O44|yNOlJXUVI9%4tvd(_ly~AjG>-Z_X9VQey+V&Mu=$C_JyWrnSY|sqH z-@f$y7SD~Jw+0*F30VB3J|H>>BN$euPa%Bs>@=|VhEruwZ+FLm7cyeMU+}SRIosh- zb~UoeI3RWj*`euzms~h%$XC|=(?Z*N9SPMQl_ttF^e}m*9UA6EWOCu%|0Sy>m)8j<&$&u zrxOZ@*&(Aq0*Vm$`6^dc1IwQp(wMemV+fKZtb-B^u8mnVd~_+kpZfaZh%l6d)}LjO zF;-yB%MNXs!f^oZuN7CJ>S4oi1da?I-R(t%g)bh-;ln|j?v&t7n^$8H(X$XMUkmGR z#0=P-no}F@d?M>4C|v9yC^(@Po);GY7m2`i$2<$a^9*d#v5t2$5+O&Nl2S#M86tPwhCp)0M#R03R*U2S0d+)p+p2`k4v|JX438@tiFe)&vZ&10 zztTF88Mv%?@k_=}D%0LoLfz7Pko-tLc1}8;he;ANfQ%_$G~uh7j)gGY8awgB_Is19 z$mwlcM|G7pJA|p4zKe+^`4YFA1NHj7)_|@TY5_37jrd0H#$d8tvNQvNs<=`R%yQf$ z5G5oC3!0>FGegHPXG?=;6+)Ej3^t~i@TJoHEp|Ko!2AIZ-1S+KH+-myR-}uw^*c-6 z*Dd65;dOHzqdT-4cRQ~0e@~Wk^Yd&$8@kXh&1mS8=|w> z2as?YBA4kGOg~e&U4jNqMgjI&qR1S}<5xK+4LA-tZl{j=Rq=G7dl}#tIFHge0LMr( zFvG5@t~$}W8F7Pala|-`go^C8mmVEmfuBQWYZ-hAl!CUVNLQK(JAh4)0G|n-d=u-Y zI?J!5To8d6YvHqUNNU~teFW5;jV2EAn<1r3F;p@iNotfvceG(Kx_oE80M)e9@lTBU z%R#lS8&>`uUL?oj0oe%VW)oetOp zY^_%$_hmXHd|&O~XntIN1L?TfUam;}Q zx*EPLKwDFZ;53!~K5bd0XYPGx`Q97w?9RAhoki^ZOw>5?4dDxxJwbK_TmIF~2Ay&B zoKO&=Sx&Rc%o{O$6wnBfHUeK-li-_SRDxGU=L7OyJ2t5zP@}{{GfJU-^fqAMx5HIJ zyC;huX0@6(d5UHF-UPgn(!OeaIAA$@`g*bSioCpvo)kWc#+35|o8kJa={AHjXqRc; zAeo`KacOACG|UqB8N!gUL`(0*O??d~+!HOKfXj6wA=f7Vfi0zNo{Ynx+s@cRMfe7? zcqZn%#0$>sv?Hf})iPBrmJO7{+l$4Pp%9q(cn?7s!{0~M>dtLrwm`Z7`l*uZt7>UU zo9IKO@wIyf4*xz865Tf^`R_g_`OBQB87g_=d*)t@D~R8khaDM;=?N|hiA+_L6;Ru6 z2ZzUKRmvZqElmbZPY^FGW!X_`o50byF6Dr745+kYJy6;6()%pg7kVK>Z*KQO@v-KwCGV)2`0*646)i`|wQcoWn!L zem|=6h9YE@w!klvPc!l%39b;aUh9+L2d0|Mb=y0~xP}I2PyIUhn8EIy(e9Jv)%yI_ zay3}fqxSQ(bh(h+;Q6il_iXjw8s1XV3_#Jxo~XnnCBzU~;`kUKnnMgI%eYrx%{RoH zBc}g1ukB-1({A!pD@z$$JCcFl=6Z%sPEwKJ#DfD1!R$t_XM{;A5tXlYwW>E)0}u}* zH@uws*BFuSP#6wy`1%XJp*W&!$^qG`GMh{y12K`9{W+9X6l5SoNw0okb)3lX8|-bh zm6KjArWIEa^=F~x9+HM~#3-3Gb(UrPn_tzC>*4Zz8+1lSuJ77Jb96 z!=q0HzHO?vlZhF8Yhd@3=4bnv4)X<#6OQ9X0U3$VcIFPv-8B6csQVGlXIe;MzjUA? z4rB3(Pjrv#yytL;NW{`?&%mXRXILIHf5gni)%=OaKCTFzS^zk~qjn zB^&2yghXnzD|%<-bK8_QOO+wx<{+}~2XH-~u`cdoV@bmZ_S@aL8hg8gcV3f=S3gA9 zi*Y7u{Zlh8ALl3d^2H31Ezo#v*%0--;5kLYtISpPh>nx}bIlSmorkG&x0JJsgiv7c zxVR=}=C?^d(Q3Dxu%y{qy_%yT`a%;fR<<(V3L}UQR$J|NN!NRs9|iyIG0sA@&Nd1# zCWj~uWaMTNzD#18HyvR%kyc%whMz@yAki^=nO2$W2Qsqh;s$e&Is36zF1O-vYR!?Z zcm{9?1QZQ^5vjWowZBGkMW?6YJ*I^Av_fD+V@=L=}EHaXCcQY>OjBW zw?V@!{0Bvzqv#kLd0c61bu_Z_M>MK{BzfIFTFSP77gHI$@l*IbA5WaUUbO!m z^X7~L*{11syQ@4bU>NKb%rI_&?mj*vxX_;JU$o2=S@FJ9=5xdeP1GX-j?r~e|D_PV zLy0RfV`tU!rQ2%NP85N?$3|arwUxc5Y$eZeX3vel>{3j&&N840G8|yae+BtR13C-d zj6T6BA)8xAwS1{thbDa5zKW}eu>|eaLX5H(!K&r{|xStS6m&plNk9n1q$AL3H)NR@EbleUtMTBe}IhG zBr9_qzc>On#K{N?2b_2~pFvzW{2UL$WS> zEF|RWVWn{zsGtg$RYa~&gQ63Pgr=Zo2Tm2Rvx!QD z50l-bt!BPNq1}Wq*9KQzZh=nM3%Hz$gg&$KVI2@5C+;AdHB0_7>xh_Igs%mD)!)vh ztbEF%QmX@-Nyb*b?lafHFl0EroW@La)@N@#m#9nU_K@|r##o-n z70;=GjG%19l_QSYd*)WVDc@~$GIY%RuI;Z~?{f~Tot}_%Z>H5aau2%l6v)sC*<{sC zQ?)a~cNAI+&?~&DO2N#p6i8h4dwMX@teQ4g0^SbD>2G=)a07`2yl7M(Xx~A=fT`t# zu&5Z%`6oX|taRBHR7YDi>HR%nquCv|^+%ND`?U^(zTBrnEAB8oUOzP$Z~uT$+;P=C z=V##+^CI5R(rOoCOX})utcpDOlW}U}sji=K`Wu97h;2O;A~R&vpQge9nnq zViZp7woKpD&zv;Xf&*jZSXaEtnRc(`Hc=ZVRz&CfaFjeQ_oYzBk4AlM8yef<%dFVq zW6$`mGVQ30y6LPq=;#ZEFWx?6^2ior)7 z_gmQ5yX%=4l@sZ2hO6xTUgr_R#{V{G229LM_UZ|qt{4}=)FU7p$o+86Qn*qyFIKQ$ zb(sa4xEnMy<{{Po#7-dUBKm6Tj0BPJ_i6W!kdV@wTPett5W%wXwN4Y3pZTqX+N1ud zK*B6PomhMK+lJLhh8~+H_&mMd_B2*?;3Pte;&HbQ!EfkzJ0sg9{tPG8wlh zf8Q1GcP;Zj!ASYoqp~3^f3uZM7yex$b~dW?9F*tRnG`Kx^?t>=NC6~4hrtJzu1d9- z*^Ef@lq$jeF488|B-@&RrDFo{zimsKX6D~Xd ztPf1+@b(vBZP4G8qtx%S)+yv9KLpQN;(K~?8TNYdxZ^Y4H&<=w1ynhe+V!fi8;W>i z>01)vCE}hb#>f|pX;l`AHKDs!#NgeHSFts~8DW1l1RFCrv9fRMfl4Npnct?61#VhT z@f-CeLA*dF3gdZDr_wXT!wbF4kUDRJP*_;ap=DnCr;eT+`nKzYGsClfG=EsjX>2r~ zwa|ID;HPR0)BNz|v+NOae2s|{GRMk#KY9XXgx`d(E%M9g(DL1`khTHsA^;CupIeS~f>vo*D}og43c zW({(|_&%d3Su3{es#+K_S3BswmPj*oI-;B7d?#h5UsL-Oxl3424llyI@O|evSa)?8 z^mN{EeWC`5Nb&mnhRv~`-ng)hPlP5UxOg%z;&ip=Fb+)(*Wu~t`9zF!*$P(L>3;49 z7@wFd95j7uaCK=StgS4)Qx~VS9zQeBq6l ztl^_ObPdS~SdW<7`A>KlZ6o)^UDG&`YqJ5}PaBktYDo?c({FFw96nQ14z(E$NI$<( zC47QyIasP9rPF3!8&G4r0d>Vd8&70la%wW>iI16of$jw&0fA25W z^e2=vl{|H`LE+T<2AErO`TII`Kxti%Y`6P&{G}KwqcJ2w?WLWLker@5>ZrJ|-P#jx zx+>mMTqYt2nV>=PU-V(A8?CSWDlQj3GmdNfe~>L)MOU{3MlU)%FCOClw5jcw-3b5Q z5ZS_aJy*UD>6VSQYuze^C5=tEsx2GIR=XZBKhL-zOk@4Vsv4O*9CO;ePxW|E3yhWm zKp?u`Y9=4QXiD8}!JWuWAFKjvTKF=ffw|(w`kb+CK`}X{J#)4>lXo&?ABRTE(6ktjgf0+bzW3 z}H%UIA2wWP)OZ#lK){)CVZlNIm@N*&&N33 zZ2P9&$ZFbsGqw18=2DK-m0{?V7_q(#5Cv`R&i=a`2#JPGV0#3T=^=?QEQVbb$^u~ z8xxfY@R}WKzJdXYi4w+*8wA{wm9` zcNMeOcJ?CrX9U}l|Eh!b{C$dtt^Uzx72O}^x$;jcw-3bgEDRl4gFvpmwz9Hhle}J3 zlq(z8SC0kUq0ID22O(Y6JNur>jZ~XRu=;RC@YQ0_P!Rgon=3E;*g!68lj+(f>0Da! zpoR|0>P)@qtFL8GpksCMw3&u34WQ-$SUl4kxqxw=E{U)cEps}v~G zjd*bmozzqvD|0CF?%KZ#LYtm=O4BC2j@dicpLGIkP~m%5CUSJBxsbUt>`M`~cf`g$ zLuN@R%l+CjZ=cH+%mq{OB;W-(UwAw1fAiWEYjh!I3q^9z;MC(Vw|eTY$&awG+|zC| zahJ`>n7yq_dNzeq^Tl)LIj-~@?WtHXVKe#wDmFnMsED z-sQ;0Ya184ZU-NfSwVKWlln$rPE5MkUqh}*O1`hGdOt~&R?Ff7RL^}^O`OmL8uN8i zUfjal0L}9mkYql*Xk?5um0?(#b~hZv-sti5A}K*?Om<1>r#=jcRK{JS zbuaEm)<-TZPzp_`u-fd8o)7Jp^v%AH!*WI15oF-U))B(|vHLQ*XY>Dc!T&)VJOIK_tR4O+lGSOL+fmwBX#I2Fvk zTZ-<2nl&O2iHtXu92P>YBm?2|;=?bTzrT%;biLNoPUY7=fBX<|E#k70jR+kyBC=@P z9i2qnjax-m{l0mJ9@BY(VChpXuso3=eKucoB0vADW|tGMu|*S;ur){oMkGS8#H^x0 zx!8Le?G&PO>GHiv>Qy>FCi%j8J1dE9;@S|+$@T!z&qz#GmX&rTkDw`^L+-Xj_qjF2 zu^2i`L-LRkK~RX{A2==jxGn>UU?Q{(zHA$;wc^`~fN1s5Fkxy3k6HYw(TH6eSkKk? zswnD$5n&PLTc^q^DCKt|iij8=fCc!1V7hV;zGV(3D zwF{0g7qI%s*6truqv_&E2tlIzBCMI%wCeRRuVt=Lf1Wlzoahr|itG zA7bnZL)v%bBvtl!WwV`zE5E({u_M(wTN^5ed(h7|f~?VrXG+HeLK{IhNw5~**gO^G zmf(aES!t{f^PZh3Hdweq`b#*>wP9~q^gEHzSu|V@G-3LjGN`8vos{ovRj+&{*{v6_@tm~PR z8lB$MBe!n-!z&Wno;G*GnS#0@Cx080w!Say+hO~wS)>v+h{{;h(ztrJYX7)ak3Raxf@v<73ard*S7d>0=TKx_ zpfcJ2Y*N1#bHk!a9X&c<7?IzF@^B~@0kU8l>Ljxzx94}L05JacT2s)OLM7bnINDc+ z5P-pHBSE6-Od)do%#$`!QhORaxdMeBkw6?$5Wn;mRNp4SQR{qsL`t|g#?m&T`keq; zen*Y^h8#$gwbJ2blC9~YCX<=;H(`32WeK5Sj#_HCp1Ftb6BblJ{G^7l8Uy_`6O$Y7 z3R<=)rSa54sx*f6nB?0W`4gpvL+D{9oXRTm?^hucqTJ|$RICy`pQO(gc`Z)q?16LD zjP|9%+IQ*#IsB7Ryds6}EZfgj&cY8<56$1Me7<-}*PuI7_*&OicC)~GxMg3YATzdM z^?c`9Q1LD7$XE7=P{9dn!aIqB^2?Zn;k4~NYlc`WIZ+iP_lS)~m~DLG+vTh8c&koi zGt5wLcYDy6bcYvivozw@M+CoV7n!4kZrGNFzhCu~>veWYJIU-rS8a4+ z;EV89GD`VS$&J7v9REWix-TCF4iT9?jGv$jNsL|TCIzOb6-+G*?e>t}kDqF@0r6Fh za{H`^?9H^9(1rhw55zk=rsp)7di>xmdt4=>pc1&@ zR-YnK_#ovQ=&RyeJ*g(`O#o*yqC!Yv$%|>Z@-KT5+hCbFN`8Kxd{f z(D?=E1gi)DWI06ji?85sodOsAUMe1gv)vwFhg}acBe0&6)_m=FB4=X{r}`*bwRLM# zdgI&U7V0&Dye!ps1f>!CI*Ulm56DghI;} ztlY2I@>Y%Zm27-90$t}xMbEmJqD<>eWcYbDICM*Dl|o))8iXg%P{% z2cp0nWeShJh`2N6;1OPle9&QcKmO%di>j_gcjySaYUZoiu}S3z1--k^^a_W0x{Ajg za!p!+HiknM1^l0mrPx)Q$t}_!jp$%Fbm^Hw1M0xemHD(t_Jw@8Lu|Ib_~6TVZ*U~- zjQX$_k?tTt;*5zv*O8JMTWb4mr%9YskFif=(&dT3_13@!XZHo~d?pA0KK^poJpM8> ztIm88x3fN`qZ*VN;%08Umew--?s;<4ph@;W5u~9UjNOl`yT)&Ol+N8ZH5|__rb(vy zBDdMnQ+3Jeq)ai^AI6bG_Q7k#wKF_M3$L}wlCmrFy7?GvB>d}lgR%EM za@8aJ%U?pJ-=p_LK?DU05 zZ#F8nz++S5%L!$V8^!jG`%trwbsXs9YXN>OcVDU@J3FmcK2Mp3&cBdD-xfhU#IyZ; zZ}P18LE_`N&~4!_$Jm>#9`>wv&XX^7g)F!g%@(5i2S_ck^gZK^sy}y_Yz0eDNiv?0h_4uWv7Nk| z2qSP>Evj3#H`7lkrA@#e0q#WNZczL6HjZ4<)`m3|GTDx`g2@-0i0x4`UV zNq;!eVjy=YdnJTCkD|_eMprpH$qH8`T6RY(q39e$;jA4#rLgkXysJPJ!Z6df^dLh9#?qx!(=RD`| zY;fB*%dluxZ{=rA)b&za8HL6#l_!DGl|F zW?r+(v%lOl@#uSqd>BU_c-W^Jze)|X<9hYvLE$~M1=7|d?Z9-xSygy3?W1#4_>0pa zjJ@WoM*5PkVHLC0yqXViQ6tO>gS?m{d>|DeR6?|8;b*!TzZ_$|Yr~qF>GI zt3{g7cd0`>^Zc|1p;7(L-Miw)@5QxS#LBpS$b`8QNR=4}gsv!$O$Ay>dGN}wGX-X$ zy;rU8--F(}iNF2{!%t`9)vj@rT&FnarF-gP6l8jK8b)p8eYUA8;-V(<;8lb()Tagd zRp7xRKZ1hG9%k()U%r0GdGO-2-q`EJVF~~E(Q=mKTDaBIq^U#B=Lmu4^W#<2Em$xa z-MLcQWXE-PAQBbApv#A>*$r49T48pp2d+U`jzR*j4GX1hc?mYd2=VC|ia1c?KH2HN&g4BlWcYTPr-bXkkj0xbyUPN4~6+Tgq zRex>KDLWy1cu%YHGIWA6y2OLdx!?J&r}M{S{o~94Aldozkq^EtQRXxInc3tj|CE91 zodc-f1i)BWA-=43Xls%SQraJkxd3usSYGufrv)7@`O8eYtt7XruB&B+A>%$Ey}3>2 z&%|OE51$Qu9Axw)h6O)b?s@t{AmDtGLtO&NqR0~6s2toiP)~Uy=KaYcWv~GQ#}Xc7A%WPJqjQ|; z--`l;cyp_DGT>2oFa0hl7aW7Ns1C%aDl=B)iCmyge#CSC)w?@$nZEbGu~ zq>H5Cmk+X^Jif8dJse+qQ;5H*^_*?{vwl912#@+|%uzM-iF(qHd1%b+xeA+l>jrsi zokH`d*c^JBsHp#(AeCq+m)}*O&6u4u@KGeI1G$PvqkraRNxA%iS(}@9TXpM*_@jaL z_h6=oj$ppopUw!qq><4}p{}cKyR^-2i74~M_7IDcGE-AlCrb0-P$d$LOZVmaP5G7i zMuQtOtP?NNL0nYOi4Q}8()rc7yvMiTA&vKvlR}<9$9DaSNV~xyN>RO>z&@pAqqzO{ zeMJR{N+NDx_$|v47TGlVVJ-DYib4Cdcaz;MNL`yr!XzT}mUGSm#VzDN(d%tA;BIu6 zT;)V(?7;U|RRx|$#LqsTQd5K!A?F3S#QNM}O3gU0^jYQVD zM*~n%tEdNdC-tzLi}luoBF;V;)l9tb%lah7@{(KMq^`YLhenPScyC=bP~$3Cv7#Nl zz`f{%ZR1FCYh?@%y&clLge2^(9335z$q{jboGkb~QziBQ7!F8S3N{MI0ZkA||CJJiU+W}`s5J<|ACvA=cp zD>qkK2}E|P;vgtt>?z7mh?J5vu&;A&*m+sz!r@KQrpjj4nz&&v&1PgM?Ka|0@Hxwy zb#28gUqG|GQN{FJb`*4R0m7KJF#^|HyBXkCc6`bz|0>>@Z1J@IRBoCTD`K0&t9y5* zdb<)ix#rD-=<4p%3^P{}H_w_S+d;NHDtt5|^xEsV{8pRXrP9pqC)L*w?gQZ#-j!2o z)$>_&6T3e0BRlVxW^B$yV`)ni@pIQ#q%~-5i^XR5x^#(;dZZ@rrk_)3!OW3ARqZeQ zBb)9`R5D=D{*kg&Bmb8EM94 z7QTS4^f0N{`Q%kfPC%*#%bA6gZ>OC!=ac;4ZS1fcykC~_SSF^xNJ@1Vqc(d^mqio) zycpl(k^9g-5-T)17u=i+soq|qsY^c55jX8ws&HXdH=h0!&6|qOFC-5s2|~yV(t4z9 zSCSV*?#Vba#r2Sp#Y9N{3hW!F$Xna(*i_Jay^<)r94LJ=w3vtt?=W)Fx!>1Im`d_a zB_*CCQd`?Jns>;0*`M_Nx**{u)LJbTk)4W@Jt$emcZ{hkOcheXtHmZ907=9j58 zeKnql@XT{k>?oL)*fXz$CviTPK6@yTzS5L+^GzmsEG*IZoDot?7EV^aiN(%}?Dm!_ zbSKg-dzL+0g_M?+zTkNMHQ%(cFw2m~fAABmhgr*0S`K{lrk!cmtmZa^F+y%ND-d2| z5?QBUKdYjAL-M%TI{Uo)=9zCEq1;h!NDSEi#$+0zogv|S1Xx+Lt&0pf8yt2ucFzJx zNIX3nVX+?|l3QifxaE3i+TMb_N1IcD*r+(vG|k@We(irBBp>EnVdEXE{1r<-nQkW2T>XmO7=)tY4atkhJ5+Qg0M48KoWkov&iW>LjrU$-{blTSwb zBm>Qz>f!fcHZul15CuKfrS~zfDYo9_{^WJ4YVW`1rhIwKJSN^H_2_oDX7N{hA`)Lt zJksM&z2df7?^fFTFmb0@h`s63jXlIMHy}%3r~UWRI1K?wun+FHR?zH$lg=8{wE8Em6p7c=O3(7}EbqC=-)3?%hC##nRTl zwtTO=-7d%_rKm2kO-tl*gpMD)AEjoI4XWAAYOp)5_^X=3uh^;gp5=4AK$<#L#+(UB zg}gs@)eElXG}{3))1O@0-!X+}$mCRICfVNPp$SB5VR8>qIR24yfnJbWZ7(E8=Y`1*fBv?Y*g6MRo6)mM7f2?aUf>0d_D7!iDD){ z8?=a*81~fZZjmoEI1kZdKquNzd2!w>I@uB=e5O0~I(lY7^UJt=)b`QUUAn)_MMM+u zEg?S99U$;j(tPwurIDUS<}AGNBq0cXuyykFfabNw6LIiMV<^1RR{B$gj1gGk!Ux>$ zHOT}=9>S5}GjX3w?}J}x$m4IueQr4LmJ!f?th3)QUtTnf-A!F-hZtzpN0Z%^Ji;g_ zS@r(!SO7dmhOo9kqNJ7&F{XDBmM1}v68z;D-5MGQr9Ful@lI|Q+WnQ_L134a_ThP! z)cEnK#>G-JtNJ12MWIb4l9RVF93sGL@-4^_;=WB}|p!QcXHP5{vgWbfK~~!i16Go75`Y@KFV@$ZE^4DzWn>px37o+s4rzi zCpb##S5#g_O7_JwZ^`Q&k8icqvm5i1=hsR<@05k+X#)pMx3DyK0pu{}bh>}dym2Ii z6QLw}bgnSvxt&pDyt74%VWCxX?@~g1tZpnBp17nWT)3czTz|MU{1s7V(R#urT!x7IP&=CM}aAl41 z>&R&tYQ6F|SMF#DP`dG)_STz;WOm_$LaApf6~XTwytQ1*67t{Ks0vPc@p z!YAL%A;zsw5N%B=)cX^aoe9l zjtvC|saOw+Egnjq&{UR+IlC>I;h4<3r&*ob;k=wCOFe_$)Ip2G6s*<8ZI??ojvEXt zCG3-_o-dRm4_{ucC=zRZ6S10b z|C;!U&$t4fxkyz!8SbKZ5w3#BR$@6u`^mCR&V38G3AwwRf!MH*NX@DbIZZ5QvJpW(LRr=OVu~ zwH-3h&vd)bO=3`F$X7;sC*}xgex%IZbZEd`Ry^7TF<+Y<0_x zOz6#{@7-a}aaSPiOYzBTnI0!j^#?nPoV%p+_|SZ#h89P)F?9QEUdnn8By9Y#cN$c2 zYJ{*w3p?GIH{#o~K__lNwBV)dl;v$G*h9QJh=bEH5Pb9Rs=mev;pbylj}vYi?+*bJQkOGjV){H7+9lDN`nlkdluWh z=O=V7jADlh;77od!7=~7`$4E`mdL_|uQ$VlT@L(XDQ*%{~0g0Jee#6a) zRjf3v+q;YCHoU5EqO4=gD6ss8a{mxnMJ$TjH=2J|s4(I(dro)X-R2td?N#f&s@aITPcxXxmQx2nbo{dj-0c^&env4~r9(`o4Co7Q=eRP+!Ijwj@` zEW_WlKDV<=l=>jUNjt9an!?FuiiV(2Em+5?{Xzqy3SG0m#*k}-9;ZEY&^F!{=gzz* zc^9H8gfF~>TqvlzY+RUlJnt_D2U<3XkaPacX-k}uZ4$a1LRTfJ(s{PMCX&(Z*b&|Y z*Apj*HommmJ(y>6nnP+snv+%R2`LQ2lsSQJmna&__+jM6y=+ACyhvbR8ZG8r;jXe+ zWYpmJ7+pU6(b1~x>TM<3*Cx?V{?~?9D*U^xx=YI3B%T^W^k?efsFudrPU(_1ov@Zd zJItDt(Ni`3?4d|KY6TJ7{_Ibgp{8zSPws!1%V*j#3r!!o- zXa{`7H?DECgqbLuIGV_g0_s8<^Ikyzt=Nj=NpPp*@52HJ;=w-z0sQfO(!KxgmTemF z4<`Ws{69?WxL2F_NXzzRIOgNT8KG&5kuK>5Zb;zC_L_^|-`}wpBtwIS|8Col)`h=sC9=<#?Nuj?0jXNnMerO_^!?!YD39b;94xsO4@-} z>$*v3$NV@e@0ytU-weczuc=XkT#J&rJ5ZDezionC!S1Qkw=^{+exQeQZ{~C#oT>5*DPK0t{L$)UB%GfgcWGU z1lL?;4UhkfE#V~L)mZ&Dhy^(%6gjG<-eHM|6kN|#SIML*yo(tT?GBla-}|nL<*^9X zl!@H0EE`LOopFLK^3CPl2g&^KOQsg0Tbjuw6R#eI$PVlagjpEF z9Di^H(YiX)&-aN`qo(Bq?G3pY?#Dgu#@v-CbFdX&=(><(i}-U}K4AtZ`=gC=(ZeK1 z9Xa$1XxVW39i1LO`7GLfoZ}~qhTUv2|%k7nV5U2g1sZgth z29h38>sFbv>cC^dQO>FBcKq;xO@1$JskW%~i(gG=;DOQR)^AFt?QdZH^4;s7R45dj zy`w{vj`;ZSl36tFa}y4CUkT&)Ce>wJRJdTXb?6~(;xSCkoiM2zj^$2 zO>$YBVb)upsn0n}`4SU+pW_DHWV*m!$M$SMjaA2|QZA_(RCynTMqAr6MfVQbcr<{* z4isK2dIY4(y2<?VN{)!sIvZ3)p;-ID{Ti3-zSpwAg&+HZBClc62fBhSMr;q z%*N%dOQzcx!l3ciATq^iz!(Xh4lSs|)tF;p~9);PYe=>>W>EUVne4 zJUn%BCS|d~iAjR>O%~|Z-aOTnK8vQ`VgG%$?;D%{AEoU+AagsY;gRW$Z%@wF`t&66 z|Itit(m?VAz&$m0Y)yMS|(f zRdF0)i8e)xR;QaQ{@roK1R*Oa z`bYD;`+XJBePvoUTK{r8 z?uLX%R7&YFuBJEI(IAAUuCtn1uJ{4B0Qon{HE_L^_lfN*;7G^+y{(?T(*5?(fzOEB zqp~R>AXcQbOv*UME8EeK-Hbr3JRPEU(o(CpIkK#XYMUKs6S6_V4GV(_U_CnBhLxZh z{n#Qy#EfPBa<7ZWWx9$ZXY@5dygdbk$)92Tz%66(`|aYY8DncW6d-O+t*`*u1CX(ApjUnN5O+^PV?g%g1`H((V9`O>MKf)5K$*!XkTc+!r8w?hae101^eq z-KR>Ih>=+st!0VtwA`FVl!eFQt8*H;ga|)D+8ba=U>|Q21J^NM5lQLKYHICC-xE08 zR&VP$rl%zbxA*d7_l6Y*rd}@0ez8usgpbXvvfU{G)g=0W+q8JR@~k<+No(G&xtB{U z&qCJ>*B_KK+TN~9Kn7pQ1gLjl-F}`!@?w^(B;B=;k$!KQ3cK2TrCAM;CBIT^S0VuU zw7r?gG-H5AOVt!_9`MamKQ`o|mi&UR@UoC=VX_O`;K+vgS$u?l{F4D2x?D4uDVnnp z9%)ynXb~X48S130src>FwMAeJaJhE{sdSLtn#8i&N?c>=dABBmXS3-$r*oGJ3swfx zCUFoeqs{NoY-b zIo8>V`Uy!GF|75DJAj>)oO#yIRPDUU_`^J}iwa!D6N zOS*$}Mte6Evy<-QEETBdGN9du2Zg@_O3(uBOiyYPl~BCm>uI>S@S*s8X#ybU0OoAb zrjp=Fmh3lIQ}(Ddb$@w}jZ(XqJ%#W!z_Ql?mc6U(M=Q-en1a(#bc*TI!FY6Ysxr*- zclq0=uVkbVKj=#^O)9I&2p5lqf!crQjN~Phc)JF7^)p0EmL6Nj#_xq=&m9*YoiX|8 zl!`=*oy*!KP%NbjdQXBNvHP}{4AR zlyDb~hN0iszAMGncy!*8fcL%AknQY(TsJI~vL@ZtAPQAL|MupYtazq~(lZoNZyupU!Q_lY0gCkPZ)}_kM^TyWho%$n?sG_wWM;MITJQ3q z2i{J!CP_`2EpY4jJ&L4pH&BpjF3VG38XmF|$FO8c<)EN*MGjdcW6FrLrSG5aK`}@7 z=QlTF8DSFXTDwa4<8SB+$f$X27Oh$9?7BZHHjnjBndOPnvXXN;X`d=*+54G|Z3 z^c1YCV51m~pAB{cSYD4G3zNP5MCNo>@ zweQPlRQ6^ZDQKCCxy0D7-KCOgd*0h7d!OOlJ)KWc>)~95$D)G{RHnNG5O;K`&5U~^ zDkXhehFDraUnfk0*;;_$LLV3mwbP--oJFq1y~t=TebOo8ArG1KFuZqw;pZ&)Teli4 zXh~|%%_D9z{5+r2LJs7oZNov|FlUCJ)43Ld>@2ZMfrf=q3GLXc7zSkK1-UOo)vL7G z_XV*E%*Y~tRm7}E>7X84uPBtP(_^MKwl&UvW>zQxsL8t#qx~GLk5Q3SP|Se3f@|GG z&dT|+_X?^%uxgs+EY_#+NfGP*x|zSp|CPMi-euU2DRdahSOY^0qJIGIA&`?ki;4t<;ZpDfU>3RM)yOAJ4!OBPqBu+@%QYv>^jFDy!zdC7%9BAT2z z)N8X0N&|u10Y5||#Z|eU4!p7%(C526xw!R$a^f!$D!pC;s?>goIk>z`!WDpi6g>K~ z*u%CQS%zkCyKg?!cE#pEbZfZ(^B}*)#jKJ4?XjOz67~8UI)^d*m(Rl+vLGfY(V}t9 zXyz!}d7=%ek!dw?GwS{|kYtpTh_Sy|Z?mL*9%Cfq0|TiMd|3YAB#letk=8iF27_BB zT`|9hqQoUc$HZh30#>s#QvXb)`ZfzgKH>jJXEH+<%izJ`(T(lJntiQD9kUv?qLep^ z8;mH09y|?~bsEFJS`48*R71U0!yJ8e^tkWuun}Qr7B5c%|H*YZc@3xOS@Ms?pKF|2 z6|pj1l=f{T--?^}-@x@Y??W$D!w>H(9O&hEwm=S} z0gRO2cL$?&yf+oQA#`>R8)hqC`{%RwOh>i2EecSI5chIl!+C!#2M{-S8Cm9xMx!G& z975+Igc$cwPAXOH*4q3W|05qn2+PL%p4@t?Igk474j(yHQf>VlZSZD5n%Bow5drmF zw!2Jhc{Xx2hxlK=$n~0f=p*2OHOt1vc`&m87+F6f)dJV$vPN@t3XjGECF)S~hlcdh z({9~cd_RoO8rBiDFg5F}O_PnbioudoHX*~e$hpG{1c4!!8bb1}BgqpdwFUX~tNv3@ z-68ujcZM%)j9Zgx-*hWYCX(viFFlil$1lTf#jX_06|xmblm;<1%QjnI%4(o8CZnzJ zL}9@TrG;&4Pu5&>SxiN9n6Mi*lIO&TpKH;P;F1aQEADw|*W@#}%S_>{&=5Vi=LP2c z>jtmMu9q9DqfVm~2Y@Jw!uoYI5OZxka@Hk9ti`l|4!{Oxa5S^?zO&jJ|36pAV>eO{nuZpy@yspd9b%%_6HXJBju7;SBkvghC@^wb<>kx3vm~ z4@kL7L(aB%Bk|K%H|W*43a=2K)-#BQW3CS0?+UuLPRgd9#MXLyCb#d3n9o`9GddR3 z6=v{meJ>6lozLC*0q6<9Sfcr5U-C^GzT0^oeg-k#Xprl!Y-JfpDb@!!Og`KmA+O2Y z7JWwC?j<+-SSk9O=;T@GnRlu=p{vg6)eOCC8Aj(QT=9XVu-0psmHwRZgLp@sPP##N zjig7M7?sd~%!r)xUl&2=DdgzePu;cl^XgufkB`R+x0h3|YJQfTl{ufKOR+nRM$4bt zt((!zX8RW_D432mEHc11(bl00H4xt@>B>}#EKw=H(IN-Tkd5Lh1NvqO>J&%vwM4GN z)$(Y~*@0XJb~UH3VW0kR@PVZGF;9;-jKNWFE*?<105vu6Fnc}D8(Aa_TVQ%qc_|6* z%{g~Nx|xhlZ(V7&fszH-#Hb}M`ax0%&o~!k6cR_0RzyaDGs;FG7aKl0O|Ebhm;3eT zVjNP8^V`b(Li!7nc~!$O8dX=Q<5`z)p*NLoeY_rwK6bY+!43#mQl_gbQ1|Q^^m6#W zvnW&Xsy4MDeKdKZa7Pw( zL@=C5{X~0{2bSWbMZ#~9<@-54$6=J1LLOyy%(p@I!KWm*kk9T%mlu)suwQ?XH<{f)#ocY@#QUugorG zi83%$R|8mY&e8fizyg8Mz#{CAjC=1p(EEe^^U|&j3Je z^^D3Tv1Z@fhQ&27wV3-VBM()5)QIRq@6q~!-SU;l!Z_@&`*EnbAV zo`Yj_egjNXPXK&6;1eh11ALMvuYS*3()n|`9rp+o7s}RGP4NH#)>E~jj&mU8!eJxz zuU*8&4W3yQh>r8SxJheVcl$zlUcHnwtvJFLcYrMb_7(XbXb2u^z(D_G<1=BYntSmQ zXsYz+rzNMOD@~dn!ga3fj&PJwOD1Tq-gRIwv-BQj-`T;ZXAYui83_|IHnl9RnD+%_ z0|02!;s2r4ruE+k9kUi%Vt1sy2H1M}q27|<#xmGx*a6fqw|DTqGbrD6{XVDE_*(py z59RYG)>%V_H9BIYVfE%)pr$|GDd(>_0FDg|V~fdHkhf&D;(%|x83_Peh4$5n4?Q}J zcW8V1cPxO=toV?Qk7<*zZkG1N2jd4cZZ~bLd-guU+G>cK2?zNa`%4zti+?Da5MB1QJ?)m;ai#hY{p%R4~o;S zqn^i4%qun^hC{{QEpV&)4BJ(xCTN{3*Ai+TrrBZSITqUdoQ#tKD?YMr&V6>*N|8XhR}Yl(0Ofm1Y<@}~i&9ZjxW zDu>kH8?f~G1rP~B21n|QfHtYWW-o<@6TbTOLlg6kj<MVF}x&wLq0 zE!6E@LGQyy@TeP-LyzMiQHqN`46TD2zX|O<9npU%14g@bg0>icM5&tvfcJxv{05E< zg&vM+c0_5Ri(#8=6LX%Uro?k@8Na^^kZv+WZ-0L)UjM578+q^wTzMDI^z4laB!L!c zY&kfP7r==Ds~=biv3ZaPa($SEpK}xa010Z81#E{;q*H>{s((!fXmf@;i!NCF7S2NP z7SwRw&7;V%9odjgk{=SD?FegNdRxKJh@T1TV*hE%jcJ?Zoe1)%!6DAscYK^aD}BJ zx6S5n@cC^I2x%N3Z^UzSsJ0!%*k%U4|CW}Zm)Qi7)w}UT+wL2VUfOJ6G!!2V#B7c$X=!>V22JMfAfe8 z)6H1E-LEApgLZfKkCet7Ded)(BUU^7`~U)Zb?@JMN{2vO{m7Uyp+b95H;HiiS^A=K ze1v zZ#D?NwzsW3iZrdL8C?rIQs104!#5LL*Qkh{)8RDhZUqGQ>r-{WbNy$Sb}FYk(oAt! zfmgprKqb*hL96cbuXSgvGPGlSbLAxj^18Ozd#d@ZDEC|+Kocv2iJN8<7V8I5Q zkCO9_a?`ZoqK&Ks$a9l2-M1$Oz+2(`*G<+5Le59kgLHBuGbhhL%QFqrmn92%_rasb zZ<5>xO|7E-gN-@pHUt)Yb17}mn1we z;$m3KoNt6#b^NgoXb&bcU{V&JFe=Jf%=+2@X%(+_LZQ0*mNV!K=kv6DOMTY4FENsqh_*L)~- zbxY5DKEo6SHDRf8Vf%4qPOV>#96}%&k{X-Rrlo;?xZ?#D4|wgcXsozZKLciuCBJZB z^fcxMlm>w6hsyfr=kjeE?ZQ_pyzAb(H`ut>xkinK!8n7sP1r2y+-w^)YxAqFbzA5j zsn#^UnH=x0aG5T3Yvk;=B!2BSzwiS$Ezi{k>QX+T1 zs9Brre)^~(Sp4UBK~-FssdxknGjcP)&N3EJmS3Up;((5jgPC=tM@J)|?&u#3_-Uz|n&dW7(C zdE|2UIv@5};2(DBkj-Sq*B51L6ZWC`JaXkM2`9YO;1vtSaPo~(_UW8RtNg0I+Rn~a z3NXmg4Xio!src1bMN4g^`n8%$G2^=Kk#lhl^R^9);GiHmlqPhIv(!Udk-8Z0sPzd+ zfNQbdTqWF!#6KDrd2w*=(*KF*dR3KSH&Pu}PRk%Q=^KlRRVi0t8~>sn$%J6bLTB|4 z))!BE675PYOcqS)mPR$6zBTqNx~RN#i8ICN^}?=E>x3mZw=nDOIzsm>imsGT+WMUXrk-^+ zhqC=Lf$Di0My8$xC6+?X&VvK|P}pe?9;97X45*egM*gVOfiG%W^X7msy3H?hw0O&iyr1Jm_4fm@Q` zKT6AU;(Y1h)_lyWphJ4VkWoIFRe`frkIU?`UP9ZdB?BhR#aNdCgL+%Oc${OtXi)I| zwgP0OMr^q^Cbt{mon>A_^!XprX=2rAb#2klq7? z60y)i?;RW9Llx;AfzUz-E%bnbfb^OG2}Nmvgn*QU5&}1%@B4n^8~3~8oHNe2`;SdF z$xilOYp=EDZ_fE!OAtKVbM;Ww%=S~IQwv(_yKzdr*q2f*!MMZ6=_QIE->N;B!&EB! zd1Q1MM&9e3BUH~twaj*^cb?1|UGs;^lJ8Eh=3RsxkcAwO^H4^nM2DSj4eI`7)ye+% z9&Mar{9u%oWy%G?nZt^u@eeAP^`6@iD_OT|Xan2HNWgwRat~e5fTyj5ZDXdkF~-~D z4D;QnV?S8D4XIlkfT>P`K!qi49W6MR!RC<0gpDJ>EXyr=F5Ec(B{9P7?5$_H+#2$w zV@l;$W{B7C%$}f=rc-+>Wvg8G5-@NzK=8Czuv$ADgB3L~5$xPqbI#nY&%=y4G9f4Q zRUG9_671npVOIyvlDn}wHlgs{{lWEf&j4EhPTc$VoC7zUldL}Uk1}jdNe(%JF8M<4 z*Z4;GB(>Ve0yWJ=L>s4!6@0!SESRXff^>8b;eWz|XEIeLewy0?%gHTjGuHq^5y@=i{WYVPO3sGuo9h~feby+2db2*mzHfMUZEx)*OqTIfK<3$RFW|z1 z%C{4N@ec;s`;YLf!TLWvto9%ec=G0{*@U|xsT&8I<->fk_rJhgh?38(@&!Fc4ti#& z8&rRopwxpkj~T{@L+|G90%TGC>o!3xP{9k22rpqFjf0?$MZYF$@)uCnXH<)6{`#VB zd9qH?lH6G!wfh`0_1@5Wrc&@@^)tb6qksyyid-}GBg27$S*S+?-~wV53yXeZ@9zPm zY}+RytQZ*WQRym5qcI^$p8=ux&z;Hq3T}?JiEblSkO8x@hGNaF!Szd(VLC>7l&?7) zz>xBistC$AXqq(g37hVKLDRy=-frO;(SPhf6y4cZN$gAxx25QQoc{52uxxo}&9@Jw zI}sH9OuS+xQ1yZDbrbNg4tZy-ej;gNKkvSHOs?G~^OsgO3(T$>$cA(ImRJ9X;&g@T zx;jkykYD6weNRx`i{A7jSq8rw{?a?By3iZi;aiphDepY(PV*SJhX0Pa&t1fRb|4N0 zCibnYFt70Z*Z@zoC1SiD=$mbKP2V49Wn~c|yt!2AkV|=A8p|7C=Mud#S2%PKysBy` zQ^iHfb}GA^(2|{f@j%fKS|wzhd`~~l!LYq$&8T%nE3`i9+7z@K*-Pwf-I6B)P2~<=6@JR12~K1uedT&1RE_z1abyA#r3<5Y3kLMnZvBKP zWS*U8R7}gL0mMhgc4{OE5b8NF2YXc-f4c^P$n)@t0<2A-4=0_nSweU{czqi-F~w4bCHU zj`@qh@CMtpPw+|u8LV8-hl;AXryhBloVfWu2OaNQ5q)Jho#nz(oHF_dw|u~3*DjXi zGYK$EKMRx+`X``Ky8cdfro|Y|drW8YhaNfi2`z3D(x#qu#-hAfhhqHED_4`VV<(jx z%^)RX&TA5ApV4~II`rJs@X{HvrR|WC^|C}2q7zTyZ9(Okp|z4^{`E3;m3Cpl)8Xg)V*I&=^ShDQ_Fr z%B`tqy?gPtums%t-s*BAkeZa;5x%Q|o-5I-w&7HJ`?&Yh%P~)%!tZfZGZqdyR}c4F zZ%r(gmu=)0JEp_`@~ZZf>g*@V(_-JL%xAi{oOi`L&YX?|8+mce4z_14oqZ@~rxKZ8P>LGm z#U-6YYBX2k{e^dzt8iXBcLWd89|2u+R2fStq{Vm-gknyzpW|guz?-ydEd0Bv+Y<$h z3hvqcg88d0cgwaVrjd*|OnwUw7_M3qf_pR69qgnoM%V#XL+^sV+P{ie+gO_|ygs*8 z;vcC{<9%>&&_Nw<&>apo%8PF6?0+Cw2ZPjWAcTk4gf81R)wfxA+{5fLv&!nIV~Ssp z47A>FdScyBNgC^no#Zu}V~XQS&cCd)zKq%GZW>I2Lu7-AO?{$R z`7|Enr*ddisT3>qqsBVP2XD;_aaE60P>gIc)4FbXF zUZ7(#L1AAjqon!pqk-nNv%@*|n~3LILK=UI&jwtd8Si}1H4*tc zOG)_cdrGwFn_}39`_|?irr!r}bw-Wt@CmXtI#mIl$X%>^G;&#h8WLO-K5LM`y8W^8 ze3$-NM_l21+u+Z_=4H>@FfDu`3v4wZy2r8Sxn^@k>2qEe=$Z^s0f+|Ns@_yE)=8O5 zgZZ)&)rcpvlArvhOZmvkb>*grZ9o6roZ74oleW@_iThM}+g(Q|Co;-9=&09jX2(?^ zicyPme$5^o>jVBWisLkvJ{eqDAME1Evn@L~?$7DM&AG}K!ffajSQs4aEa$q7|K!FK zQlqZ8y0})#@2ylj=j(Eq6f<5n*TO>gB@awF;>Mg`O1n?zPT`WpK%{Gb=%{!7T3e)h z&#$X%)T*mr=8c}CW`YMvZtzplu-f&YUdf!b>c*eQ+qM*qNpj{mvSj@DX0OlzA0AUe zrxyWAq1v(WJRt_h?AsTnaGtT_Hg@Wggz^Nu?+Tv(_>9+_G%e`()zR+%j70fwCyuET z{?Rbbu;awjIOo@wdH+ovk9DmN)2EsEKQC%4uWBZhpoJ}S@>9>I)oz7j)`M%mZ9&+L zS@$1q+VJror1w-86sf`#Z0rr&nzIE774(AsAQM+bS~WTTJL}{}e5tQ9>rO0k;TbHD9#bgU@_C%tyl#T2@DDS}IMVQw`ea)70L=z-cZ8OAGfN)m z71wB%U0#w`f|i@M%XDoJylKBsCl$v0A6ng*7VUV|W$y=FOP3;?h)olvE~=J;0))v<&*r)P{Jg<4(RuAf@{&)>mOf=U?ozgqlTJi% zNRbNT&8P>=YomK6ckKJjQ#C%^RimkBkxm-E^Tx>fUn;lhpV~UT=^iJ2e%^5n-SIJ@ zY*U&z7Gu&eF%Ziv>C-!$c6rQOhKEMma{i|r1Zm9Zn2#834pZqx!JtAFb$Vk#jpm%n zQhJT4wY;6Pj~bpO2DZFB7d-A~FcJ(i+pt6yKM19UdVap4$8kG7fpvaakY+R6D+9Q= zBpz0~4ZA5(U+mhnw``v}4mF~|OXAQNq*>uRM{P4BiJ#p@bF7jNdR0tGhii=-oGf{0DKWg23u7z)H_oE#19%H=|eFJ zOr(I@hfj9BIb~XXQBpNm4zZf<6Rh|2t4I+JvDk$B9UNE)Be@nB=@#tCgQIz+gpN}o zj#>rX={AL-i0mu;A(Sv}W0V{uw7q{G-ldz@GAT2umK20zE_L+*B7>+i`L9={k1poYf6C6&$>#D)`?ok2 z#Sxk+1=>j5+^>~5h-xtywi@1x;-Bcw2E6Q;?tcS~KxN#XIM10K?gQ_VG$jiX*1bx0 zh93k7EidLJ4v#+RtT+Ny9`16T{S)~OBAJO_Yuc2I@v}kxFR@4S0}{W{Rng{)L7@3TjsIXAM`9HS!^dbMs`aH8@A24l;GDZ$O<$LHbU5k zJEq^r<3#}_(%c)|-s-Nsw=PzFvjP0xnkAmqDEKK;O+5ox$tc94#Ux`fnixV4*ZpGJ zuI2F!g1<^+NQ1XpeVV0F?06Cc3&tv{O>LSl@;%Ow0Y9_mfu{VZGx_Km zDO`_?+19yNPpC#R^pXyU0c@^xZA(dn%x2<+q3taj#ufCP9%UU0YTNG*r#!FEPf;Cwmo3nGc zEMrQI%w7~cm(X7hRWjLB5=HGWiI908joe4{K!QBiFh(RX0bt$K?BsdlVexiB(<>MP zjWYd#pW3LmE_z4zBeP^0ic;_i$CI(noOnI|x}D|1y`=<|3T7>CydJGkFWAd?sJ=OI z;wZ0>uC709p5qIRA<_)q;8|WAznu;|bc}ZBg66}w z9AxVc>i<9x@7mT>EluD(K}VZy=s#BU!>->s5_GS@U7flIS?+~x@aq-$)r{#fx5Pk; zOMRy#hd+StzM~CtLC=|<{i~vB67K(nEXAWI=D(#k{##mhc`iaDXrhqRD>9m)N7`)1 zz6DJ`7U*7HQ#n$(gzynBXtq7tHXZpV0L{%g3Y1n~Jvlg0{l(r8-TeRas!7oVa?L6O&KiyON=xvppattcI z^c{EWG}(ips#_Yc49SXFGj?8n#U8Z9}xM(ix2sXdCtY(tp=&nqV# zb$Paa9be4r%g4R}I=ZqGv~(gBn`*w`zIo>#iMnW--EpYLcyUrou&4p^=flZ=V!yG6 z$BNvxk7oiv!kHZC+iSrl+0PYK{`)(V^M32P$4CEfd1}AkpzZ&!z&(@YXVWytpNupu zSK`{m=}sZgnJMj2+VxMxn9+21L_P%jg`G`|X{_T@|N7#CfiZCGfS(njhm^FMgnHHg zqv`6l^u(*uaEhl#nL?Q}g?TZwv7S#FN7_|r2wYojR!UBp>Kikm!Pv>D|ANb0J;3_o zTTj@YghM}X!D z%sLQH+1pRMf=9ak%T83k%vWkei{YwiXDM#EG&9YTARRvvhkxA#TgxCCvEK0UzrFUrlnO?S5~5Cs@mK`AJ=CVDb z8KIDZU6UbJ6~o8ZPsClgHH%q3l*e8B;mXEVI7C6P;N+8MHmS7PoBj^mp=N2A1CytK z^;Y8Vtt?{QPtfhuTmQ#f@{xUmnWyX(xDX#IeNFYd)H90B-A0{z3%mevALqe_&YPoH z-$@F2cUW0hHtM|s#ECQCItY5Ea51<+^6|l|0mC^quB#S)ykV`tu77y}z^{oH4w9m` zB->DkODI@UTr&wl;jwutXEG!iy@Y)2&1Prujy9VutQeT=J-PI5-CD85srh`9qJ>j` z%PTs%V8E4shXhPt&*^}aYAt)?8m74S>M$E6yrxdPCb3vGe20Cz^6)1Ga$N13HqzjW zOKjBGPz^u(GAn+pt&@3lt&%XOditlW3N&)70;o7Y?u)|3^xj2DRXOUaNj!`SPc!xSqJSCSo4!VoBKghM2^Sy=jqg@|dtgRkA>1cuk{YPer;E zH;rTw{eMLEw%T`Jxk`gSh~|UDf+*OkODl2fbm;abl&e8`!xX(LhIM_x?|@B?I-7 z$lTqDSd=w>-m5sW{;yK%fXOr51^PNEz4RoD+m4#(y-NmmPl}#Dmgg+8rlTv_tepuM zYbso+0oLxB&b2{fzr)}fBNE|iOY2y{*q4aVEEYE1KFZJjPga3JzAz`7GCyUpQtJ3l zis|M(E^zg<$9Ujf{V8+-P>p`O%w)k0V*?v08oRbj*#o2FTF@`jtsQ-*0^k8fx?Fkj z+O>A-h*w@wM-b=oYr11^ktkyFT%T3eXR8-&5_wpNXn_$&02#cvcg;yGL6&~k0nass z8mM(VDG=!%!!^8uN(E*M(eDM|e}a6BwTc2%F8SF5D>hP+?j)9c=`$XZe(%uz<$68J z`ziRaO41$pL6xEzU=mVLd*;o?m~{ag?wAP)iy-z7&NJ|X^h?KUee7K; z8*Mx#@Ur^XQ%|@8a@k?>pHZn04Ig*FOWzMRYN6lL>uIKjL$<~5lVgI>7?`|@`zutz z>l)n=N5)qH_68VHgx?Q!`=p@)N9(ovsX6quAuLMvcGaGuLA@wpX;ON$<0p6PVo*S% zSeBU6M=OaKN$MNsty!wAQUu4=Y73FQc#bN2VK1xz{?A}#Ggfj+HnF-iFQ0;Kd+Fit z5UOZmf7tNO-8>Ve4g0%@_~-#0UCXWgl;hE>g^nY=W+}oazQ4h;za|r3zY+B~ufc(m zmnqqyV9v6+ZRZjf^bWo)fJbPtk(*R2Mj9QwUEgq9Rcb=Ti3E}2H0kY+>`8kLt9e1y zf$zi52YEi-{$?}Qh#vg)tnUh7{T^m4cih1EukR|wz=j{<^v%9To1Y@s(hUtDq45~7 zr({70Ute=xa>0|7xu{R1eW7BFza5JwUX%?DKU&qmxEsAd+cMC-*6dJJ*_bGJ?VV9s z7vO4kC9Na@;Z>cPRO02u6)>O?2UesHArE;L!%Ru$KY=oeuTeUFM(r6y}NkF(E$YA7SrDpYQ%f5%_`(*Iax2+chQQc&wlszMq}S?kH z)^4a@9w|AfEazBvqf;L9wo_Cc!HWjM(SIhABI=GcF z<;bw08`;{Ok|b3SNf=to4^r=%Fn}g8zzjlto~GPXF3mI^E^xXUzg$cl2`Dn0IPKT5 zyKAg=JBnHF=b{M1q&b48!;inHp%-Lm6ZReEnBz_Xr0r^#-fZqS2&)jy!7tJnf!9-T z;RNpJ2b3_}e1ZWj+&e8RN+^-Cd75q&M9>n?Kzb!OH7q!Q=eF=p!^-wHDU*-mZ6FR7 zgOBHSc^#@2AE}rZI;#Z;uGwe8Sy0Amdg<0XpJI4SuIfALOdxmmV^7n4c@_D) zBe<%usIO4TZ$^mbK|GGmu3^~7l<>koY&V^ibdQl~Uw=qo?Y!gh#QBF62%<{>aw|H| zl&i4pve(O*dGZhBE){Y63k?sL#^>V-?+7YPjw>pv$v7J{R2)>pTWWL(WqRU9B2Q7d z^lB1vW9pei0&lMWGK|v$M(MBSzM*dtn8?3-#z@vVRQ~oW_32enw#W>iz|EBp1$S(h zMH2a`2^FQGRc)UAS@?+|m4KFR=DIdNUfMZ*g(t4$>NYx!;0xT7Z)OBOD*p$4qO>~}*2ItGHdq26EZC=ovHPO;J* z%MsBXIB?t62yJ1uRuD80!kJEA?aH@LPbYD~{2`@P)9Lo+bWO)6%-Wei#TDM*o&wA1 zDoe3R_R>>}F9>!s&yaR8McM&ZIO1qlf!cFXtz_QRzQA-f_KY( zeF2gT8$tk#J@>Zu$2d0_;^TNnxl{T`)!!PIPz6|_z;_lJNDDg20K8*M- z^mI914y&vZNjmH^& zEh8r$R($H6c~5~j3@Ldm(DJHhqW-RgDb?t{1IZZ{e`-|@U`5EAtlntue%f!OQ$^=D zhT|J|4%!;AFn`7^U7ZYIT8Ft+wJL{8N~6>bU6_j1^62PB!$op}0*P+g4AR-1mcH@E zYb=hZdw$l0H`ex|=C*m@*G9XWaI5d|h?DR0W`5~RIR@bSEcBQCeE)MME(qXy|2iJ7$WTW$#7GhGX^kjrxp zw?!YAu8BFuJX?LmTyxoBeAbsxjpjQA2A`pO-SO^E8~acThn~EDAK_UD=RPleN|Vo+ za~v4{P>h+v%jdU!c2MC^!)Q{Py?v{?b`59G7^2-Qdft#PThFmch4&2Q>8@Y*z0144 z{H>qz-fLltunrL$iH45FzN;&uE+3|H7o zCdBRt&UTr4N#U|ZCDE5Th`xT<$7|%w>Lm2C;Nw(SX+x=7xuzKnW;$Ayhpy=Hu|8=0DiycK z6yCs&X#<6`^e!$fN_fa|Q12>RW4A`STbo$7S1(_k`}v%cWre$hL-(}ZmbAS_w~xME=R^AuDa)W< zvl@=1DbyPCDdUexWkkNng^~MD6*OZUe!aaW9-lNE$qEi^zzNqweQ>L3!xIPjKZ>~h z?wj>&vqEiol4ZB$pl^-((zA=ah^?%0`APAo=)TZb(0`5Z_wfNgGuys%uwW>gjy(@I zwGKl{5}z@Ba$?rS6gn!JMhEbdqq9gJ2Noqo{lVwAhrN=_^~!G&-vx?GE%2kq%w1Cbz|GK`iSV~? z{S)oivZ{LXc)BT8ixMbY-zNy0W{h28$Om-nS+Ba-dq)>Z7k$RV@`wd^s4So>nK{3> zRyfDg`Q%bQM!B(A!^$dM4P1-m8t57{P+Jx2k>aNSkx0kg0vL zeaop;@)ECHC!R$5b${pQG;`GNub`$?7MmJ|S-fD3dKbjHpkD$pzeo%c0d$P{p($su zR|aBV@#lT9dS9Vv|DuGwTV=>n?CyS$SGJAx*}-9!6E($^n~pr8D6!uplal!#banbu zxqacy+Jx@TrfsKYl~CB*E&KO{^Q@)!h{LSN4aPomflz-x2h{)*k6)#yY`wZQ^}k(G zOL(>j?H2|5nwXG0U;}ZPqaH7PU;#o_`UBs(r`o&&{dU1q@l!BfzW~)8Ash9ylZ6oV zM~^hJCnv1GIfrH_tFcztfc&m=;@6-=W^ZG=iEQRV9+UY>NAu_~I$h>I&Kc#n)ddl| z-M74HKqEj}Rl&LC(utrI&MUa*-8=HPg`a*J*t!LNpeQ?Oh%|aW^ZBV;HrKF1xJWm@ zl4M8ymCI#Al2bi(&6W47yO;dm4mseIY>j}D0V~>RL&TGqBV0-MlZkVR!U#~mt z$C{}PvbRh{wbLx{1|SH!wMv) z!^X}jD+~nBnDHe8$#6asX1_7;s4JHP@m(gOL-z5CKM7^#oaMFu)W7C;R>s5Vx--WE z{L$^whWU%XTi@@a!KWAgi(>eY_YvK(!ub2m=s(Ed_tF2-iO1pWs58b4PLFfDCu%w8F%^ zuYIPUbXT1RJin%h9`aB0)FN2z##d0a@k)->+(ECZ3^asXJ_YQY>hsUZUG(aV5QGiv z&${?en(}b@#j7g*N&p0U6`VG9dhK>i06Jqd z##3~nX}MDsK>wX0Pv3Vn(Zt+?vde3xso?CfI;O8_frsa!!KuZkLO?n9YS|o6{l)0H z8jhV0+(f;Kpl&tY<)Krym5JXLU4;@SOix~Z0`9vNhvXWJ-7FmZSTDuW%Db;j(=>KFK$wY)~-oDs^&_- zBE>4eQo*(wAwKicXvmNH4wy=}wl+%LBqVf48Y*5&iU)nQ?Q=Dh#@yr&F6IOJ?$bjaQ54rRfuK$Pdtx_-(R!=tHtxr*s6Cw79Xe5 z1$5ajVsqH9HvYJlUu<|ru;U^;&ZAP&9rG}{=I}I1_NEUUK3wP}!Yo(oGM@V(Fmf_e zST?~{-_wX0$+m1;sy@7Fcqx(F*^wtZ@0zs0lxYZN41_K8GAZKlWY2dPqV>#~g#3Oo ziA5i|g^sRA2iXE+KNbl!Yb5NS66C7AsF?&1!@$GiMK;zYuJ-$&wepzr27q}J#mWsn zkJ6Ho9taF8%g(RDkt1&tKEBj{X%b?54&!DpK<+r*xRLNIZjZz1cKhn!4-&omrY9h$ z{dtRZTwxG}hFOB2L|XLp6ZCJ_Qyi#UR(LZq_Ggo@!hT?ZdlVPrM(h;=vf3ZWL-LR| zIW6E|s%-I$j;{Y^KqDF{uEEO_saMs z#G$#z@?Fi;s+;}CPWk_QQodIkr*q&N-C$X7z{On!hqt2gG~@&C7z!|ql?(pkw0bB) zbBex2%)7+WmQ-!u=#^wH!G`@UvbQyjpQj3yR7uvoy8E!y0^XuZ1G2ZbZ933# zqz5O;RJDy`GE)UfNMjM$K#afvm;Jm_E7x114c?n7B3u45ML*y&V%-&X&EM8m&`@Ob zMv)4{JMzHgO+ko1)XHoYZZbWi7mJ~z+gZ5&n=U#1Y2CPi-H%=%$lW%e&Y|J}WJba& z(WV+E>;;%^_e|6qW*&GwfwoauUmU{R-ll<39>{s8u)OfOQ3C85@h;{(sn%{STul-y z{p746yrN8O5~2M0P-AqOlVaB~si)FR`R699calI(v^Rh__FY)lDMZ$S+Dlib!Q%iM z5;xvV%3s#&yqn2=$pJca&ONa-U#qLpHnBJ>6IP7)6y;5+=SFW57+E(PgVV5M)8v}W z4Ku?Uw;b-^g2aM^=qI8NO4PEn(0g!5*3?RRoiCU?r!d;JFHkF?9l3aIxQ(Yk(Amh9 zszY;lFkScPxeB`?`M4_ZHoUoZsh}$zLF_VTC7Nd=BddvG%uDn$sTdOcr^5?T*($SG z9}58mKsHs^ev06-G(RqL_1e-P-h@%o|C>d9bn55c_bNu0(@e+p^DrQ<*fWSs*>KZEtuB|9rE)d5LGj|DIfF#cFd8?2(<4?LK3cV zDelH+Hc43&d@~e;b10UVtc+F0CI*WWg{8&!MMUm8hGAElpTzn>FH^c@~`C&js@5y zgiW-8;*(vdd~eD=mY~GsixVo~VDv{D+nJ`*Dgo1@Tad57%6UaEA&|cY!A5(eD|GdwuH~)gnepSC%OgGmY)41L{{^Xx7tln74R>cw;$%BMHAs@VrlEKOAW^xscwL^$;DdqEebztvCJ zJewlzGYBM?=-TLvj-(ZP#ga=>hGp)Wj$O%S2rjiw7ELS+7M0zhL6S?*8=8k@SHjOK z+#l;lZ%v*BvMfU;#ciYBGQxToJqGy4YEzr~Nl864Wcc`hIWFt}K3V0sQbs2x;GkE> zPTrR9sgXLNd>UVP!#LT-6x$`hUuK`&0N&aG#C4lIdW4D&WW#6xGyQ>~8}aEu_67#c zG8s=Zqui0m^zY{?7$a_>wluNI>k$(RC6ED!z z(rc!qG2^?;hnJ@j#g~Yi4eOwbdd}PcSMMf6^%X!sWgt&pk@dG(I>kc zdhK@(GldxK)@l{=*bS#J;rEhjB?X$?Sp+&2^%e`5Jq^bS1w}xYcPkXlnlyVd%yVPk7V-T5GkL8Orgi(j{BkI<}vi*?`UP6l8VMDL-bysB@5&Td z{)zpvxs6pP$mq?V`N2U!s5RG;MPgsA$bf9FN}~pwhb0*Nkbs^xVU}9}FWYhmN@xo8 zjZ8lYzqPAIOV_}d8l~v#1v%iF`3rjZ;iv3whXwL#fL3a1=T=u`BF3mw zzwejyVvWMpjSeFf%4IXPZy3eit(vE);nCh3J+**tS~^Uz^U%j>M0kFgC9gz(NOTfh zJ8>dHV_@lFU{f1=VYSmlIxwibs34-6k|@WD6f+13S^*&T*R@o%(S7E2zg!NB;Gi@p zikw>E!3-a*Y`5Inf&Hv$k|CXnZgF}uY12QXtY8GuHCR)NCA>^)>&)7XklL$$IpEex z%i>%4Bfl}-vL4Y8@34FtH{sg|zvG1IGq-ztFgy{&AQSl1* z?Q$-V)d6t(rH|MBnk9~(@RZy33>isx=#R!?+|^e70J*|BuYt(yiN_{Z~a9UFJEG0YD241~P|Kc7Yk z4~(|p7TeZdS8eQ1bB951_H^Sfme%givQa%t_arO6D||DdmS{O~UHFlYbaB?N4l4J2 z8So;zl1!T}Xq@bbo_!ZGDl}$-9CKo1;=ZRb$1_tp#q6cO_WdlrWlI--X^XF`CG+`e zi|*LD(s9gTjSP@9XMx=5FvQ?dIzu5*dLghwBw?JGG_hc8yepU$n>*^XM9cp7E*1}aa3 z*Pzz8cNnrk#=4BoQ2HVOc*%(;lOXvr46r}&B$|K)%)!8KCHEFu9GZgiT^6&LfSG<; zd)evLxdx1e2vH&nsVvWvmZ0hJzZuZq{Odi0zFUAlF=J|hxVj@<%g(llgX)!SkX?(t ze9R&e;}7$i6s88&c2st|1!_iJ_dQ+`!&RKQx!s|%KBE&3!ru*JAYs8tnVgrI{Tk7C zZy0A1lS=NwABG}`1YgI(D#ufFJ1UKKGp9yP?Bm=+_&;Hd`{w=8AtiHLj|We=&y;J% zmm$mNQa5D+B;}H2GW%HCOPUA1N_&mmT29p7F2?#Ly#!B73DyPUXcIAoxyj(zUj>(V zq09E>vH?fYx!qHnU%)vhUm8F4(=1r`3s9zhv@%4YKJ6!teg#y34qjT3YzXM4SYYMB zjs5PMrJcJ_BF$xNA<8gbLHm21PW{OvqYN0fY;6UBH~Z#M7iOwx>YT&huaB|I5ufsd+{P`E`YQ+UEmiuv z(`T@16zbFM*dpvJ)`Y#8{S36Fneu%a$so%4Zyv&x!QBH>1S|P<)!PkTLxU^< zl}TmlXa-G9k(QQsCs!gp&ffz6QuT3KKga30>l}}ZO{1Jqq%Fu-_M>xMGCe~<{F6vwT(;F z8!46OfHFq+uhckDBdhdwU6L#FSzm&`S6v3)@#`|9=V+-tBsEQ^;v zHaFkR8tp2}ON@HHP-fh=KW~YSX*6knaa`tCS$vDSxM8N(i>yt-&h ziGOZk7XZ^kqNtJ-UXnh3m zs5!nshpXs{W|L}v7y7&XDM`#sO|jRL)!(|OBGWpV$(%LLC9W}EC456TA_o7t_GaHN zarFURZ6p7>ilD$4_sM+E7gT#th*LJ&^0Up~79UGg7-Q_b%i?9RV`@)G!{*Y9!0k+X zg~z#NJA(Qf%tfA)8p38kq+JWQPR;ku5xWO7X5!I`PqGB{!X_71ffdC*0b=ceDX{m# zb92N8(OnYB>_X4+d>yuzMQX{?TKCBNQhDf0$?$rQ8h+$=_0>>F1a-&~dWU4F^;)^X zGOd_R^P(4jQ&rOWb*Sm8U*hAbNCX}#9DTlAWS~n(a&HMzSYatsxR;}D$JVLJBw*NI2?7w3&ToT>U`M!VQgpaCCh38%MciEa!Su(|j$ut$8aF_nqrDN$J zhefut{`+x*K&+F!j325NB(3(AYiBzieD^x9m?Qk<`AyE!RB~& zOYjgfQgP%5t~b`y>p-)hrpN3=AAY7YO$MvVY0ixMT;!@NAgOzH!BQ;IJO{pLg*AG^ z!6)gy%C1nUFwoqeyH$FU&EFTF1%{A#Yz5Hm>Y?;13oxInS4xO;0d}bTRp5h4$jKHR zgMpT7B`==bKfW_1&^}W9=+*xaZei3avUvHrrgm796AfddHH}TL!~O^Lt4vbuOb;d| z!$AY~KL}d8zN6*4p{_Ok_ON{6;%u*O#}Jh%>p)WzAS=QqQZ^(lUw~zbEsY(nhJMPd zG-jgTah6k|+(^AbPSRaHqsi6+&M(#_cdIn;Nu`f1sL!>3tVFt!HNAL4;AjB}+Au2o zdlpjNeKWc2t&Qz__&TC1o#Hc+SlpF*SG5(8*BEd?T^^hUMlYl9dCHeTo7#QR5S# z8F~UX1q-48#{tGvuhL=PQG|hcUi>*a!u$F5EpSj0vU&I<8<1yFfHzP0N)115JXm|e zs8m3?%>MOV#6ve4_2=2IIWpY0i=XJz%`6T2J~&++$d;6tkzNGBM)ZuG`Agb(pi~Ps zo(|H-W@*7bHOe9?P?-rCPHXQ`M|G&X-#MFS)Ol~XS(Vj%B zp*sUQ#oIo@YBzKdmhc!UFPVpgCJ^gtt7I1-{Imb?)&$JRHroBPv_uUc6xF;92I8g= zt1w>`g-b#{%-HpX1-O^4ckOA20`ERs)h+EeBg6SQ*CD#ArLQp<87_E$)qbycti>M; z&gD@Z_?1Olq!CdT|3_z%eul$*wK;MWR`TbL5l>qX@Z#X+%S{^3pX zl|df?Q`VrFiuk0ND}`|(GoMq1GDo|f>%WbUT#Ts)+_PFdEdy*>`M});A6FXf(ahFa z`JA<{PQy1epu*BH%hv`GJ^6618axwh$#qdU`Hr@zmjH@2IbkV%-iWk3L^VjJfgsU1 z!-)xpp9JhLret>h!W<)a@8sIXxtU3zQA#%aaeX(o4T7F}Me|4<#BPw~2c9ALK{B)z z)?z|pN~z`F``VP97akQOnb`{kdpJLsHMS$d8hT>D@}BD-Yr#xsYO#dVyF~b*1_=)h%S7@ub2>)wi{?qus(VTeN{4uo6HT6a7?^&dd5C2yX+ZQndM$n9= zCGGy}{@OW`#U#A{4H{`j|F^}f;|rtvKTy5?e?0MLVDWG3`|sZzbzB**K$HdGGJQ%! zc{1YVwK2rf-7f>t92;oX zlVhw0X=OWIt`(6dfA##gCou)I7ZIsxq-SIoD2mdZ)x7bq?~0D|(o2b~nzWpX8qoG^ zXG?bZdp{mRJ^_xo;p+4g{tw-iFDf1~XTJRF^K{AS4JV()bDSJwJ4mDTvlbHnr7lT6 zHFR}~8CP@8|NG;#$M28b^!LC14-o&K6aNtkmRp?87WHEJ&zHYu#5GAD5Hu~1f!*)_ z=bX6vU(NRaOM>U`Gyi{iX51hy55JdcT7DC=T(f?$ML3v3HQKhTsjUeUl@6%8lH+T^ z$lX~zKiG5$m0|RQ`eEKot@a3Ry%0RP-;c8zc@G|`CiiSr)dsb-`Qt)=GCa5djaqFP zS}GI8P)S`8B&X9${c)M|mD2k5iypB$5e-2_&KwuYtfqiHxL)-j4~(|YfnPH>k6v!9 zlBQADF6rX$yO(q&J3>~+NCw+vCpL6LF@sK)ft5YXyr)W8cWNA7CHsD-`%_Zc$a!o- zc&O0E9-}$V6Q9s5RFk2ri!bey$$3}SQW4$|w$nojkMG`Zp1raPYbcswngUzcE}#t* zZu$%5NSJZZ7Gdoiw|(k@5LNhGJ-N9&5R#tWTGnV~iF8kNFDWPYMR|C6xP)ZN1Zyab z);%(3%9hZfW_a6y@Ds5>HzJn*OQTU?)rO~4a!UsgK9(|5W3vABR*=smHZN8f~TuK8`BL8hEU@{^L3J!A*KuHK5TSo|i3L4;#!Y}<}L{eT8E0UglOyT8?M0=b8d{BSz>mQ!XpwIV(~xS5>L-u zv8Gz2Gmi!3?(e6ysQh-Y?7VUXq!(2*5HJQ@G8f?Q0-8-me#Kmsc~zv*vY$S^FQIAd z@nibMp<0_cPEe-m;cD~GtAj1?6jP9oK}q9}KX)mo6Fi@X^;@7&rens3yFGH4eM<%O z)KW=XW6V-@NZo3nyoDS)@-vCAA13XETAZ}6D~KlM3}2cNH0K%(81%w#tlora@f+)n zQm-Bg*}ls9uK%VJarN#43y`R3DRb{!BLdauGg(R~TaRyyPpDk?AVO^|`&r&ey1SYe z6Spzji&+l1jSWNo0dOlDYSN5yK3EXkKlLI%s{#40dFDPy3_einjN)}KIxTsqAt%LC zinuM!EM4E2Mg8y!9@%t>qgym#vJnw~mX@xsLkcYvbRE_UR=grqtW`O=How=jdZlIiBfNR z;p$jnsidf+Aj=>E6#JfkTtr2&lQ<+!}Z9mowft@7?d*asS`>XOF61yLQ!{W34q;t+l<(zPqdR|DE@T zW`}}Uau85Peg}_?F(nf}tFfy`#4S1EU^*gFEkx#5GBB%xcTS=D+hBoZLgBMBWG5Rmm*q?>n3W z8+l=+Ye6;{PXK{uctuGJP=?vKB0?cURqqPr1~l`anB=j}hzHcr~R%;Dz&@fw^C;{lLH( zZsJ>`)}fp9^Ht2FCCx_{U1TXttD+fQLfGz&123lL5UzlC* zDj+7Yo?TlJ*x18mDwUVxWnxl~=FA*Nf)zeK8%@>-I1Jpfkg=~bdJD^#HT;0sHUtX~`El&Kam#a_o)Yl+OL#1?J z6MWm<{lTWA-G|#jHs&VHGWtQ1>w?RA<|D_MX+;NZ^(dx54*WwmpV*fd9dLl!ba_i} zI)&!*)clc)DRPxgz$=)B589ATr`>d0(R^nFT!4$z#QRG=+#8mO!1$U#1~#@Z38-o8 zOPP=Tuq{`OBl(k|3!Uuq1~K5N?Lj~ZdpxJAv?I)V36E0U&cuQWLF^!BLSa%2He+_h zceFm-=cQD6-2c@d_S@5|5lvOgm53lPrLvD<-2AuBntQUjgnN^2X8?!(8sM9}x~7Gj z^)dgtWg!bOX5@*rib$q$a@Q#Ec?@DpwwjiNMX*A$y? z^Q7(D1Nf#nCA`$1G@{TM*P|2>J*T=e%m6bUBwVhglM-0X!z-zU#^Daa&dX)@>3uG>uQxMne1vqLLn zlhSUh#?`Bu$_ke6lbG%IdoG=5UXAL}92_es9`$s|?-DXHGd|k;TZ+A&y8DczAM4fp zb!CFUd~Q%jl%LTl<=E)U``jrWC#0`h^zC_VAXe_bo!Qe{ziSGNbPnCg3NL*X71h*{ zp=yV<+V8kzSjj(`61BaYXDL*){qp-KomD;P+{`G+ze*DEHc|XtvVv%j4~org*9=q) zo|y8M`>GP)r<6xVXIyS+9PQrWsV_UUX1BIfq0JN(tH*7BJU;%eu^a&-AY`|Hoz^Co z03~^BQ4eg<<_=LM=3+571`+BfjdQEyQJ zJS3$kJvk~Kk>5i}-DOV^Ah2#W>4V7 z8EG5i)5V(PT4J^RsLwL-MHz4fY04%cG0}6hlp0U3L=Z%7dZw`ilC4OMYeShQ*uKce zR?Ux8#A*s%y5GsGx>ZnTiR$MT2L#x-Y^jcUSEHJ# zi8a3?+_&qoTzXeNf7wDdy8`b}h&+k8`>Xw^tiC`h{PzR~)CtJ_rufoc(N1C*yajXD zKdC$`N*3}5l`S{At42*tz#B^sG#_r*_^N9zmKPLN4)X$!{!Py9lDRY#k6GCS6xC&y zfKKFi8DNmBcIjXWABmTkJ7;TH^W~6OX-hU-mYjZ|G)JcT57@E%0~q(jchC!3ws$ql zc~(bi)5Ql_2uFbUGBVG;2C#4qI=_}4y9zF(d~N@%kn*>vOt7Pr%?o4v2iGgmh9+g3 zl$XQyXYsxLTuq6E^{ue!tjpk!wYzlt>%9o=nnQ&YAPFf{{|p0N?Yly9*By%52tAVy z_X{zbT$`*UMMf2>f2W$BRluhF)Fblk!O;M?rY(!%RbPg1SIaV2TI3=Xa??7T{L=an z{&?b}i{07SwEW8d!_cS(o}=;vh0T?O9odxN!Wy4S?q1ceE=_q#;7n{CuGRCY!i{Zm zj$NzzksJ#1(L^HVj)?7>0iE84hP*HAQYAGu1@p-QW4=c5qAeC?;zDT$MHPMN2N`ke zO3iil47=su@viiE@lv-+`c>#6M0DRd+%5>%`6r-O<*r~b$j3f zkN}kf+rC33i=fAoSkT$v;-yz*#{_Npe8=}_b(YhYuL5QA6zZx+W+5x!$wL~)3bk<>ar+zqIK1D zjo9>je*!^8LYL|$CIXtOJwNKzd@k4KrQk*At4)}~$*2I0p(R-WL5ijlt)QSB#duQ< zw_lrImIOW4!cK|L!E74K?(>OsXWNSe{f}yujMdq~@A38IuIp!VRmM)ch8{u{eP@m; z3x9%rd{;u{7mvO5h2NXg9-XZE9l}^K57rIEN%@nZ4d>TzwwYh@7F*UxOntkgVloo} zIyRJTtGZNF5O2X|1=nl?OK6{@asqw1OkDHy6Y0%mC2+o|`LLk~{%l(^YhM_!R-mS9 zm|k$Rw~?$dmCk2e8g|Bs_(?SgSCf4PnHb^>LbAQw);}3^W(1j)V3n-q2H3}J`z`4i zzY5Cw!gZ6}V79M13K!(M6;kV{{ze8P4lM_J9wm*Z+D|+y!Dmyhoiz#j&Hc>&Zu9@h zZT>u?W&wGy%ju(WY7HFJqAZS$HP_itt!^-kW6wK2rD2P^Dh}=v{F+8;Ft58ZGCtBo zveBdpt4f*GW~w2EDWtA6&;B*IE8V`K&~c2VKAW2ITBARbbOn20EtnmA`^V_QRe`tU z_H5W0!d5?kgU%Y?7UQA<_c5y~eOYCz(Bk}a!G2b;-&zbi_^N=eN9D@k4vi>ZnF&zf zR%L-YARKGvQ;u1cpGVSd+P;8EV|Ev>?1H_naRz!`dkzz6Jgr4YvjLSnc!o`N{X2 z;zRe#DFW0w3;LFz>Iv_0bI+`YOLxFSx_!Uh;@L=YMgyiEOG^m$b&Pv6f+gl>OCG0H zUfU8v&~=h~qFtQWkNMJhNc45zRfqJvY_&)p9mJQjYSOQBwZKDW*;MWD5BTqf{eJvJry zbG`KH4QZ9%mg3`yz9OuT)TMFb^ucnhro2Kh+SVUx-<~&w0Pww|hOr__W^3glBVqCi zwO@#guPo^ozG;o@4HK)}Rp0opUK${tj`HyM1o>MA1x@)#g_ z90yb#j~4&f6B{baYSA1~)tWRzCy{^xK}W0^$J2J%9B}71(-Fr#(o$4(%Zj@iA7X|n z-8iVZ-+I$GPY}MQ^VC_rzssSJ^hCzy8N(H?srDRB1(9aJvy6{1@MXo()y(A~ozhKc z{dIt5H~cbPC%pN$j6wQs${4cY!rH-z{oHH+H{eHjJ>lJp3OwMB#=c&WT`E&Fy z-c)-X|FhFEIJna>sHR@v>J`i&NVQ2T+luEfuY~vu;XO;~x1MsgCUx6r`=*>%yQZq@ zxjCDTfU33mb#T+l{6PD(j`oyBqK$GTZ4bD8`GpAW_$BFZVJk2q_3 zU!G$WrEIU_jA`9m?LT>a>Mgptz|O07=RE~k^4sj^0Nd~;xyF*mkCnsGtJ5j; z8CO7rU_U+2KHW3#ifmsdcH#G4?iYBAWS(o*;xXNzN1Vlu8^ux*-nUk(L7kR!Ci7Oc zXTUv|S)+wmz4?l0&Km7%tW^+(@DN)xae?yGItHBL06%5sJJH6-K1OfY6VW47g*}T8 zg`jF|@rNVdY8{Szl`7ZsySpVrELiX68r6+tR#^L3p7Dxkrf?e;FWxX0$Q3zztqCjq zE;F2oA=yNB>;u`-`bLdZGM48IjQD3l%{?m!Jzsg3uQ*B;qa;y_LO)&iZu{3iADv=4 z?AME}GxTmguiQasF9(2kRr82e%xV~62;!L)Lp4wazcEZbeqZ^Omsv@Q^vk|zix!iA zOSPdrq$)e!e?T@S!vG!hkZK9VQ&QDOJ+|410kcmRyBQ3GL1sAN4GX5{wj5iBVwD3H zYwBHG0@JeKytUIDx7cZ0nVE`EAUI~!*WOVI^S<}>@umpO_U}g%^q#p>W}z;_D;UJCOAIdY_z0I$2*8UR>BRqW|J<$ zk@B2@VaatT;URc8b@8qJO8iAk-ziY*PtGtAmEn=FO>$?++Yim6uGj&!e^+*KKmN>U z5o6Qa{4sTYt^>MC@X=GjUUmMp((Kc`VF2gbGv(S(NZH6#m1+BInFDR^kOQ$qAXCjO zhw$18jk-ay`lr4_Ecb@R^G`~8lBTLkj0zc2p`UlX--b~lg06-Owgi@58DAT%DXK+Y z{EQxS^mxn}*R@-42cSdFJUHhDe5cgU*D^#saOv}(JUU_Raa{;rl+D#294}ACryV)T z+;Z0L{IrlydU_PGD;Df}lNQGNIL=7oh%{IS|Lk4{O?+D0)6@uS6t3L?>T7XYl7Xr) z{e=@NS_b4v_F^l{yUoQO3E5pGlQ0zujwkE)Y$jyrbIlCJ?8}v51 zON`uguQe%AaOiM0 za~wYoKWyDdWSxIG_CB_APVmdcAsq*kv}E!lR~Q6F`CHEGHrg*Y(|rDU9M>hL^P8Xl zbaNadERN%Sa|nGz9Z+@iABSjORh$wK)CAmKUJAIoa9H zeO0a2M^u$sw>et-vV9W-xDo7GMC++Q*YUE!UsQM>vkLtz5}gLLgUl+m>QGZwwcfM5l4Lr z+ozGj#tx0qZxcAGeABXp4RRo_K>>{0FZ^TjtP{J>r&QvG-E|FF}v;noJ)~wdw z?s+edsX(1XA4PY0W-9>4XILkgD^q&BsFa=M6mx0H0wrD2pFvn(Ei%bQ+(+CtvMiIg zV;x1KZmJ}?JY;bq+oOzq=QwA>b{ign`Ue#J(gvM#|7uamM;Wsq$ z1*~!=o-Re0b2vc8`O_zR73eyi4SA9K_}TmNEvY5F9A+FE)qs%3?YDTwhlNa~RYDN} z$I?dAI$Q34Hk;9WnPi=%Zf$#)YlrSSp5E(-X91UpPKNDr`21#pvfQodezgVMQBhYd zfIwYR(scJzrtdV$j)#M4^*?1{_$$)b^(TxPcA3*}q`%jK0RQ&o^#!nqH@)6gg9!;< zT1q*WHKjWu{Ly#sPg*ByT550SF=8|Ob(Fk!kh@4VYP!)f)gXE>pc9u=2RRQS{2fq; z)i6~OB7|3++%gK7#|MdEC z*7SbhYK)Ow5NSKK7Eg)0kQ~TS38?`7V^U3BM_jYgQYE5E7z9JYc3aND&|_u5(9<;o zAW?XL6h?n+%_KGUB%L2RKUE#vmZhE{Rs7J`8$_kW965ho@uv;m?%IDs%a?vrI%q8vY=+R`Fc%Iy~4`nwcJbG?Oa{ z(g0s`xvt$`<{b%)rs5A5#3z;JHvVwG7Q-U0W6+Djrf9*orN9!6*A}y2T!#7) zdU6C3+s+@qI{};keWwg~5nT6%`Aa-Drfyc^oewizSE+bJKokSH{x9sBw{e4&+6Zf- ztE!x3M;|;I;&fqlVzw`iW3gpm9s%Xif=zAEx)7FYb!x;B|GddiN5Es<2a)xekGjHG zjx~X6VvKF;EWx5GV`fN5;dn$Z82mNsq4mm5e*oTW&8NdAqlM8D+WOHG^2AZ6`YX!! zVaE&Sx7k6Z@PoG+>vQ{T-7)dxR(=C37lkbYowcr%!_skm7s6JehJ!1QFODz2JkLnG zPjqWL+$n6L3f~a_d!DJz?gXll&YN z-{2Fa8@Wy}#K78p?W_%YS(Qt5?loszd7(b_+R<+O_nT*;OHt5gagnCYT_QJNZw=|@ zNUtbXcgsUhyZO7?@iSrr$~es|^ninuZRwpY{Hwte{o2wC(Cxjmiq=DrZLO68@~z!r zM99O@!ucb?jlezwRN{#NJSHWC4b^p{fZQ{b%`n;q5_^iq>_~4|^5tDzB{)3~u719& zzIa`e)cU-uqvw5+<+XFQv>`lt0@Qj8M*hX}?no@?Y|Ra=T(}S0D#h|*Ja8?zV*wdN zCMFbJHIk#C^HmfC%Lc=@Lywnw{|Bi1U-#<{0yd&Xz`s<5J-5GvTmB{uJGyodxvD@u zKMoM=br!h0o?;|_lj+;XCXgcJXb22!hj~}()RQzV=>J>+`%}0ax|n%(hCID~_-Hd0 z@O051sMte51dUh`TaK($jYX@+tib&*A<&UDSu`w+l%t2OMe&ZKp3QzG#vB`|-nHcP?z_@a_-@MTxin>9pP_Zulj#_E zu?jQ^_56+?T$wz#AS%w94m%0Nobhuf^)S#2U)GnOlDJD|sIA%AY z=gS;AKCz$t@jUP6rwn;@tr7&?o6wARHev~DvTFb%4I(U8>jh3-^qj7$Qui;Te`kwk zjip`!8Gvj9!?WO>Z7Gm2dj}ueizK<#_KvkNPl^LQFuq*- zp3!UCm$~9Gt-A2-hfo5q{PEp~W?jyOs+p*Ib~}TvQTU#VvXu|AurR~6UdlMAkF?GP z=9Q^?b}RXoAM9}D?UOb;e@L*{l3UFXt|ynF+pFI>dP*`9mj+kEG)Y20V z#hL*v9wyjhH$m=>@~od`!9rOBiAU`2&FOV$lhxCv7@f}kCWQHHQeSF^BdaT zw0XY1Dlz_=mZ8DUy81$SCAQ}me#f;xYPWhj!=e;;VC}cBi*57*U2{M|9EUSgv{45W z7%cT8i4YDhEaXlBc^<@h{RI zEdhHoEhZN-?R7ipfsxhs&HouksjWRAO4Ps{I3LD^w@-FT1;Et43YN=|N28rFZxBAL z6mkU|VuWE>JrGkYPb(fDZluVO*l(7# ze`TZ$Nk2jmn8wX~6+S|lnQ11EgAY?21C2wP0sT#B*{`MCu_ZRSQn@8^GVWJ=sH10( zwj1JlQL z)W6uhwQd>HVXpy42aG)pK^P+>cFftBJ6esE&~ba(vcU!T3kgQRp7iSF3KpI87LSbO zWb?MWojRXWT0F6Sblqa8yl}pozwhX(a!jzbru5HGTKhb*uArnEljz(*N>RLU1DO)8b! zGUPpOOtGyNL|bM#>K2&{K~k5c8FN$})?-qaNnEE0Z(5pQeG)${OmE;CR;qmKLx>y0+tB= z)5ibr(FK^iNWCf5`IhGgG2fd5D@e3r6(np;=I~w9fbUz^>UIJmpsh^brIgmC3Wp;6 zmI#s+S7Rtlp0tuP@F!FeT#*B4x?kxd`N{Ubt^EI=Sf}~+Qbqhf5B`6Q4=A+|YeWCf z81Q{J|K@)>D*wHR|9W0f1o6Jn)%rgJBx8ix{XgRj|Lgb+=l_CN5Qq+Z^8MUwK|4Hx z{PVYnkI&`b4lu3ahR}Tw%FBBu(NKf0K{L?;5^9J+@7%H$zc|x}?}U5^iDoS9>~0vU_HRTP5#^g;|_tfJ&~(!$rW!A1f>|E8`u ziK08iKPedroNt--nm(bLTz>n(YMof1Cl=Vpr=-LuAY`awBr+NA+=``LY8hp|i6ZU` z&7g@_{h@v5o=cw>9d`Cs`_R4t#mu&D*Gx9TO7fsAy1LV5Dsu3>e+Mg>G|~9)U$eKJ zo-z*M3Th30UNX;$Mp8A=1iI}n@3KzK?8?92$PDEvIX7%{!fbikaXY~6UuqDgKTn8g z+;nOTFwWz+edYZOiZ3ea!geqFZl`jcbm2{_QEVRWeDy(mZ-BqV>SV>NX5KGaD#4e7m5Q?5 zy0LGU^^5hKjk~nmnZ3?DbV-evHuq5rY;h9Xr%&~EKR`@MN&WxKH9S+4Wq$lRLsb<~%2 z4E?>mIVddbc@cgZgufK%V=KCGWnO4}zA*^E1J~IPF>Z~fegEvZyU%EHeovA0ZlH(~ z+dxF>N+EnqST(lq;rk_;()>0fR~BJ54|Y$w!SC$5mANHgizja%v6!(+{tfL_Z!AKm z?)K-xY)%^lulH`H=3+u|jWjtEcg$IgfQB#oM5NR*U2kauvtyM8ru+GA@b&ZAKbZrCs ziUA1rg8o?4FPWz53s8Ab-mnT zKDiSPAGL<2?_f_#(ZZ>152pnpDKp6~)Mi0#LuafpU0nm^CFX=lp)`Y@Z;8da$2`@b zZ*dT3AL)g_0n%HWx=ooO;GyYA>|)E@ToEVQVMt`+v60p&0dAam)xXxzk7XpgX7cI727Ag*76!sv>@hC#eN}(j@9U{>d zjLr76hLb1u72MIpQ+)}yqbL<=>{ixH++T2KwB!@a1QYRKIq$eS!Hj63ANVnqcL@8t zpF1A)FluCnkMQ7M8pUrEI)4j)*Sr4I+o1RKEKzFrV@i2r<)^?reS*oO6gHijIEO!q z!NiX*{8UvYc_-GZ(ip0OcNBi)vZrrlxGtX9DbR|3qjXx&&GtB7AAU5KV8o}+`KEAn zt>#|4pm#||=QAV7(kJQnBUrRTl4CCp)mTr45Fe-O**)0g6Zl;lO(kaNMH!eT{(JpB z>Hen)^40~~0lHZ6^ov49d^{E|&rU^ZK3QY!bT2=-zX_EL*94&%3PEpPCUYK}(RB1A z{KeiCZ}M%@ew*Y5j(y3_8Akjl)&ex2;vvQ*{ycu=w&`0@MNB|ME-e5taC6hguUR{8(3hz(5aDE$s2oY73|Lu8i2NhnkPnwKAqTv*F8 z-SkQuE#nvK!>}j^#)8!bciiPkl(K8+x2>Nq7?k*aiWpx-Z1CR~JmS1uDW$UqUqu_T z9o|`JtNiKhjzUXJDvDPq2_ATw{J4}g_K0D&20cAx6^bRhP$a)2`Z1gsE>`VD)-WM} z2zMGI(qA9;k%Bh<9`*Pk*O_$=5o5=2ookPDbI%%gJv%mjm?7?xkXfNVQ1OWQ7+fYv{0k8 z6CKT<=2NLTM*8L%Bdb${*3ICqfRi*sHRx1!wgjdW#xq=RjbSg$$Aw9K!}XAI8ZmtJ zEBR_7{H^A_x$}eAJwN*g!kk)5*@=!wstB?v2V2{|1Vz!vJ-`#E`!W+N)O0YWC#CC} zF6N`?Y!aA`ig=3g4rVa~r@S{ldvZjSbtmz|aq z>x@tqO`~Hi4yd8q6##>-43{Z5)R#5K5v|4{twv4L5Afdjs<&oQ17(4}dpShOV;u}i zbgZsiSzZqIJ6nskW>DlvrL2plQ$LQ_lc&_w&0ijfrY4k~Gp_k9gV1|4s_?rg}s*^Z>4ECvnb>0G8v%uHrnuoR!uS#+w_Uy6$MtxJ8HQ`7 zuW&MBClC4d$I3V6w*Pl>j@iS^k)KG%^H-^OuGlmrBDRR~VT9#wTv*mieu6c9C(2cK zCs7o|L{z|qg2%U^=%04=^8DId*lSeESYJD285=3PD1h3tu)n_odp1=JICHBzvy3?7!zP zZ9;dul1iwJ^VDrs8VdQme*_R1_^oB!XPXp5e^&o33Yz*BZaW;dhxDN& z8tLo2_{Xs^BD1nh`8|!k}++_FCG(%cjZOVwK z7l#qjxJ#4Wq*=_|#Cm>H@9!6-a(XMZExVm{=QhNHIZf_SM6OrDCp~DZGv2f-l;G3Z z_jhu>$tbI68cZqk>HQqmTtCUogukrJ7ujxp&K0{%k}e^P3+ok0m3@fk`J3;Kv;B#- zD2G#Sh@Q%&{!t!7=xuNdRF**ch%~15%@_z9TH34p#{!wIvSXnYncb`3CEnwc_un` zby;^^vBouaz0`lAjgo_PFhuknEk5lo$BXePwbUAbJROaPNA9fnp>eOTT*r>qaVNr! zITulX%I-c0euY|G9#pU

<)*F z0xI=T4P|q|_ZR$MI#MJ{GWsztzevk=9?0XLwenz8gO)en;poLU${(vzxxXRFTx-O< z;o=E^se)A4ezQq4Ob$6XJ(mgn zWbKeY?QKdY(@(2e+rO#rg{S#OlzhQC_Lc#s0v#`mtxoOgU`2 zF^`kGVnc(;|-;H@^oWnIu6lm)~O`^hhHXCmw@Aym?>GOKcQ;_LWwr?KrwcUku za}C`=_QL^A9%{6!5A}I||IGA^5K*Z-JHF!23Jvc?rTK|3`#D%M`~`y6JoIP_Uy&7l zQ{X!%x%@I)_j0vu#mbUl&%m57Z3B0|Arnzd_xhz+qPDVw=Jr(q`-+%C(BvH?rdoVv zQ$)iK@T*#lLDXsbou1#`yICN4*zhGnmvgTqUxuWvB@v%JGN33>ADTc^4mkKZ4|c zW`U?_5l6~T|F;Ei=n8ePj88t08sI_B}6Oqo2j?BVIaOor13O5zFmF( ze1e0lV>3EO-1Pm6h?*S;Jb573#O+g0Cf-SA<$MK5-pg>jCn;jE+j3Km0_w{OysEvg zsXJu6oMfaT0Z0|utEk<)+Qp!ov;FJp`_3uV=^N+Jx%Hl4m^m?HM|79Y@-(Z;XbWDk zwvpYWQ2OvlJX&^#w8kbCl|(4ht`k%mZS9~XDc|w!2&tSG|63_b_4_zimfWSoeX|W) zney0oJk$Wi3kDb710fY2lC(A=hS5NyRgCxT>N@@Rjs4S-4zy4abEP?Z6Aih`3;v5+BGQs+$8>>KS6i)T6XF9BmRG z^^rYuU)_^@zc`IvwXZOa6B31%3Z7zzIZK>p(KxgdXrR%U0%Ls7)J zBbTw@EKjg6wEC)9DR@QT2-8UX^2Ea4^J>kgcm7byt6sNX@IH;xDHL-~Xy8j5v-6@?e|ih#T<%6( zLg1wv=V}Dz{|sdOYNH)>%wErd(nvPN6|43~8<1q_C#N!~Jzn3_M5X?nYHF27{IRYe zoF?3L6vu65+29KW_m%{{PKFVV(z zd{`q#V7Ccm_vYwmJ+AM8C!iw_Gl4;&8ys*FEMPopRJcY0J35v2Y#vlhy?)2=6S3L||c@ud(&Vj#b%<*h+Ev_1p4%EHKTPB&sCXJHMfL?EN2M9RRV=MSMe^@@a zhtOd@0`e|Gi2WW2aGeM$+0w1fixI`v^1cFvk9mx(j5aU@u6?Hbyp~y@c=}Ys2Rnl5 zYFwXw5}TDd4`;ajKJRxPFVakBCm@NZ$E##TZ+Xt$32XA)pvi#tMvgtj5AAU_Ruy~! znJsDxe(>c+oZ@Lk3oNa0hjRb=uo-UD132an@tsFCdH>Zr0`v3Y*qvaFea}vdXP(H4 zY0M0%Td`cN^YJ$k@9B4qt>#81Y(jBLZ^DLB1?z+I@y<>jEZ6puui#`*rClfY9VY!E z2RMhkcc76w;sqC1$cD~(eo7GI;QDcZTfD-~Zx6W2-@W>DjA`+3hsihT!ozhQ`ycFt z-7thY2L$L+GXh*ZCX?>KAo7{3On!LQQh= zRN+G7=M+%l`{<8r;D_`QW>ul0{V5xb_lw-5fy>B?z`S=p81dA zOjJ_QLe>ZpX@Kt!u3s>XmIWd|Fyf2X$=F9JFa~?3aZ(96LEPZ;8 z4Dj8b>DZB++>;@b?*$V=o1>g`H$k7Q{Q5rOnqrMLQ2UUH{(%oWCUXW+dWNWlJo^MN z(Gm9uQs{;WXIqy8Y zJed;&yvajQ%@b*|g>KeVA~24Ov!Y3D+Un?~`-^kMxUV_h@G&_>T=t#QKq)OtSD3$HnYK*nCq+IK`&cmYgh$%uSfB%3$kBN>OU;UyuW+N_XM2gbuj)trf znC#|XULqTNoMkmUt4v|#wanhjl|CMXaaiHYLW^2KpiT|O@un83P+I#+7~JIL_&A5y z9?BX;M1YE8tqh2HsK>$T;{ChXJB6vAS6SdrU`L2aoS$a2tx||Cl>V6a@0+0vyyE?$ z4=*&G;c4;>|1mqaMDd|Xr6)Yf{;hn+7FL_Hb^4Lk!V_M(bSR?iR-@)O+AFm2b+m9M z0WhnJ{jcItM;`ZxLT-Y3#}Cz=Bzw2RD(su>?H0M)2baY8{&KrwJBc66Cn{yNlUg8% zc*aThYkYLs7V}8hH^PE|a0OK}ebvb}^hs$azwaDx>DmTTkl`2xAp%n$B@TF^s_&*H zc&?;-dG}7M9XyT}gg@*;LB#7nzONlr6=WkUvh=HP&z+0OhhJ)45%x38&TqAmuL=B- z-OhIOqZo`M3z4ikS)2o5uK})) zGojoHnIUXIpq0Hn=DSq88-C0$ekw7Zb^Y$K`C&&-_WpQu z8T{Q#7kn!A;X%#KMmT{+NDsrZ*D++k>bsnX?2D#ePxhAtm+PGz!}y?0&Go8p-o?S@ z+2^2M=n{Ki%QSbGmD}4jNsPB>l-}EHdZ1TKvvzYy9q1wzjR-%&{r?l!5h(6Kju^toAeyJ(RbLh}w!VV}FTGYE2fc@9P@cYZhyS;9=1FKc zeoTzAR?M(QG>%1#MuwnX6YF+mP0ke?Gftk28B-@?;``r+Q6q+-GE?D)X=^{?_WwQD z^yW4+yt)y8d1Zqex(DeLf#zn=;*lU5*`6%2B#UmhZ{_F-U`39Fy(#Q_oA(dGAKw~> z1ML+t3nYDnmr%Y62fK%0S9%O4m%WJLsV2er%YRcgIwwX%B2I9j+XLhhQl=C#9eA-BTpgp#9?o(rD~J zJup*}!GQ78(Xr=kZ%8T`=1F;yoN?*!pSs3Xzr^yX~qyDC2Z>DbkrV(p9B6 zc<>;0?%ai~Tesoh;Wpt!w8tp@3;;b<4t5$k4CByi$av!~;rRCQT_P#pK>%o=qS&k@*I^w4Al@~Cl%_z5oybdq|q}Z|A2;R!CdRi z)lXdc^H&wKQY}(c2PrV7HM|fZY?PLUkaU7noO3v8cmV3DTqmZ+xX7Azz}H;Z{0)ri z-njNpG&xm-r`*XMHhEF}NL;mO=qS9)VTjh9FH4bJ{G^F4+zX#KqT>bvoglU;D)P<@ zVcwvX!K%zsg7}cz4WK`4mJ+Ijxw5(fC*~p^qGU9YS&+EJXGsQ1Ii;IhMK4`JCh5}- z_?sG(&t34(ihK&qwPE2=V@-4tFbeO-$*Xi}K!-+<#vNsmOqU-=Oi%Q3z==9J3M0zd zwPRtHV__fRha0*ok&5QOeoynB>AaZIFXP>kVWDW-v`^I>k8&!MNUqBQBVUoCXK$_eKb z#(5O2Bq=Qig1qF%U#5+lXh!1CoNTD_>TRdAp_}Ds!SO~)OsEs8KS7cybmd=SjL8*d zIEeaUaN0x9O>F*o+R=+92eO+ZmIr(0S^|lB1<`HhC61JchRZ_h2s(k4IGiq?T84Zc zgZW+51NaR)o-C&~JIM>n+J#<@u(syp_NEM5p<4p6FZei;i(y_R#?p*2g~k9U3S1j*3C@Pax-Xg!tA+ z^_Kif|n8`8_POiPlcZn;R_qRGIJ8&3-GUa&Sw*P~B z|L|u#{?tpjVA2U_YI+O%_Z?sj*MX*@B_5fJU#O~ko?f%cl_J}V#HGRSzMxdtLPjo& z^qSQu{qu9^*|#^M%^I9LkhLC!v)e7?H#ed5*{9%C55|!hr=$JUGm%e~f}Z>nz5&di z1g7N|x>Npm-h-2c4l^9lK*kd|tbMZ49=d=u{Kc=mfls=B?-njzw;3JjG*+HCLG_e& zT?sdYhW}B;Lv#JUOi#Q7h>;nsFM`ow?X;m22@yQ>4`CEQ5XYh6GVff2mCcIUg@ zzbdu&$iSnnpZIWPUR%!~Z0I@-)5{L|CxP?P zt`0%jRR${B=Sxb$lfKcQ6B&TTo$S<&m&3lCsyh)CWyd2^G0$%|IZ}$WlMM{KVchON z-R9CBz*=HAN#mh4EqG-0W_;?Cm!N)R7f!5dMk(oz>}e^@UNTo+cJADY(&6J!efmGS zdU|+8G^m14<((=2RFMzzO_gUtOos1pypjg>d^p+gWUe|J*NoBv}QcD~e%?!(!@_#Bow9bC(fNu%bp;TU^H4LoE$Ae!gScy)Ryf#HUeApOGi} z@`+YiIb^4>ICo+E;(mpRvmp;+d8q23s<8^}85WOd$%K(okrEy$zUFe(uX@PPd5C2o zFL4yE7I}Qpd^=q8>*thHC={cKpj1nGh^EmIxzeF;SA4xEyP!`-7*}^?5XT@tXNab~ z8d|chZwzY+LAc&V67(fWzvaRUKFWfw0fuqd;rs(pV`y1IWk%2OHKX=%@ttd1tRDC> zk~nq3w&3vQkVy73o-}gMDdDf0k7DLioU98Q09!x~|4&hxd_D|iE~Fi1)(Jcy-(Mvd z%*32VV_BFG9S)-Mi{>m*r;L8|LxCi_!e32k@l^yq{Y45T?HN1ufv5EWL8Nu=s248o=S=378wk={$R?sSfEi}G<`&-pc;Q=Swk__pkAR2*XX`;#>zW&tQ>*DC!r>4P6 z<9XyrPvVP4216^?vqI~h_E8PDou!`h(uGy z0p*qnJyDspm?+UWCxXu9)v+%Tl+H-?+?ZA#Gal%ZW{PSIYns+ZWH+%B2(!+lVu)Lsx4G3c5I3DakvN^m$m*iS$BHZfcK3FR{h?vD<}y*!xyoJ#SZONsiY zq|S52K+6DuJwd8ILffLb^gVb8RH7f5DFg?U9w1AlJCO zaYY&5ytN9L5+Z47Bp8JfMJ}L~XuS-YSmET9;8fZZrke1P3XPM7RDw6|TfGkFO-O+w zw2EvL>BXlSx(FNOC4DyRo4R>9(Nqkx>u}vqk-Dr;^U$Qh=>h5pP@tT7*7${@FfPB* zjQX*)cPEq;KAWEIFQ4)S(=EgAwz%ajt>c3mA3|=aao4*snXWer2H@~>hTiSK^oHW@ z?yUbD8GxlSccRq7lmpkw%1Yn(`_P6qeD_NiVba*4*xa-WN4j%?@wbPB3DR9a`f_wa z<;_#NJR@+aJJCMWb_9D`T5&t2EtUWP1|&&DK~%|{lTd&BD17to-(kU&KV^pnd$_U}Uv%?zVMM-uL=Ii=^F zxLfr&1~j~Y!yo)GI_m1#=`bRk1Saf67`rl>L`Tl$lgQo);GXapxS;gLA*P+vnBKL| z@22sW;^Ot2v36_?_J*fQBk=ha-=jBk#*{cj?eJdN4Q@a3t{Q(SJR|Vd;e&BN$#(*1 z1`1snnd17;G#T$2Wbf4P>9bD5KYac(zH!$>dAkei4)kEp5ul?dn2-!C$z!<7 z{?x%Gm^*d=YLCg_@=srYkAHYB?p*W$o_pa%3@8adTu!(|6YD?mi!vTb?*wo+=|-2U z7=T~+Q#et5Be$l~9@bY_%n?z+fu(Ksth-uFqi?>sCm{{_h-~WSe z=SDIk7;LFh=0x8pa(_xVV!J7XX&JN*>be@l2CIEQ`tk$AZ21bphaH!+0l5116j{~nj$ zJUUxDkX`pD45&R-Q2eQpG|0E8oJ4Zk2~NUFw;Qm0hYOMpx80MTB4#__L%GUiZYVFk zG&2JS;N+8M;PBRVti0*JvG?`;J}v*sZSU8OmkMdoZ$P&n=)mSD-ooq48!>FsU`+qQ zNtpkU^YE9y`~_RKZfB>vY1;JrRO0u6!STlDJ9;ni^Xx>8i4{yVNIOES=IWgf8iT^k zpQa2s&1*rX$xeF&qlvLL`wV@hV!Pt5F-=!7vpHajx6yq}yl-;U(ddmIlA z*KT1_EM-Zgrl&#*z~!Hq!e}82{eTxjROMAaa|t(@gc;?pil%-74Gm``tXng;Qj2j! zKl6AWGeS6#0)acH3Gs|H;(ih z@!&rtku#AHQR-DR+{*GsmO;^*zvio(*lOxCa8!-WJ{?(D`nrl(@eX1ojWmg+b**De zouK-;Bt&wd*(dCoW}R>CbaR95L_@S0ib^dK>=`hD&8sT?>@VkAUi*MEi5f*t;;sPln5z*2w=EwIXWy6kkzM`YSl_PU1 zG#?5JfCORbB8_8=$8Eu5i#(1fFB}aYycg9$S)k}yyFjKhT(GGD5#IIbn#&-z9ze%V zq8a$a_lQHq(J*dDeV;Ct#n)&uQNh^sA0(!kC?vs6q7IdtbTbiSh?5W0xIpDF-&dt; z{&WMOuH1MS4a7wA6uwC}k*I4{QKH(#)gU7*q>(j=ehiBRybJZg!U#6NNT-Daqb?EL z*fZsTgeUGnIC1ENhGR)yN8*dUi#mxo28Y8s?*gS{3p8HciCEDm`9P@|s`X%^Ptx-f zr<9Z%jc{_fN2&OAZI+KDJh9Fmyc=5@5r}bdgXcV(_e923#rP}z#v?%~vMLt@rC!W3 zqc3+lm;DeSoDf$Um&75|5pSv{;@X8@E=B_|;l{D(Bro9%yVUs09}FYx02KFWEQuba z&n^LFMy)*9HSYdNVotY1@Xb?Ju>RfCv<#w>Zy{Fo$<+1hc$42GPNJ20Ax&D#baM(wq=N+AJ^DUybow_em+&&B zXwJ^-FJfw*{Pb*^^aL>fy 50 AND id #EXERCISE 2 #Read one of your toy data tables, make sure the output is ordered in descending order, you rename one of the variables and the output is limited to the first 20 rows. -dbGetQuery(mydb, "SELECT id as 'Toy ID', toy_name FROM toyInfo ORDER BY id DESC LIMIT 20;") - #Read the other table according to a condition of one of the variables. -dbGetQuery(mydb, "SELECT * FROM carInfo WHERE price <=10000;") - ``` ## Getting into SQL - UPDATING @@ -133,21 +123,6 @@ dbGetQuery(mydb, "SELECT * FROM studentAssessment ORDER BY id_student LIMIT 10;" #EXERCISE 3 #Insert a new row in one of your toy data tables leaving one variable empty. Change one value in your other table. Display your new tables. Delete the row you edited and the row you inserted. -dbGetQuery(mydb, "INSERT INTO toyInfo (id, toy_name, price) VALUES ('51', 'toy_51', '55');") - -#Change one value in your other table. - -dbGetQuery(mydb, "UPDATE carInfo SET price = '10001' WHERE id = 50;") - -#Display your new tables. - -dbGetQuery(mydb, "SELECT * FROM toyInfo;") -dbGetQuery(mydb, "SELECT * FROM carInfo;") - -#Delete the row you edited and the row you inserted. - -dbGetQuery(mydb, "DELETE FROM toyInfo WHERE id = 51;") -dbGetQuery(mydb, "DELETE FROM carInfo WHERE id = 50;") ``` @@ -184,20 +159,6 @@ dbGetQuery(mydb, "DROP TABLE IF EXISTS test;") #No error since it is only if it #EXERCISE 4 #Create a table that is exactly the same as your first toy data table but this time use SQL commands. Display your new table. Then delete the original table. -dbGetQuery(mydb,"CREATE TABLE toyInfo ( - id INTEGER, - toy_name TEXT, - price DOUBLE, - create_date DATE - );") -dbGetQuery(mydb,"INSERT INTO toyInfo (id, toy_name, price, create_date) SELECT id, toy_name, price, create_date FROM toyInfo;") - -#Display your new table. -dbGetQuery(mydb, "SELECT * FROM toyInfo;") - -#Then delete the original table. -dbGetQuery(mydb, "DROP TABLE IF EXISTS toyInfo;") - ``` # NULL Value @@ -251,27 +212,6 @@ dbGetQuery(mydb,"INSERT INTO test2 (score, student) VALUES (NULL, 'A');") #EXERCISE 5 #Recreate one of your toy data tables with the constraint that for one of the integer variablesthe default value will be zero. Test your table by inserting some empty values. Display your new tables. Then delete your table. -dbGetQuery(mydb,"CREATE TABLE toyInfo3 ( - id INTEGER NOT NULL, - toy_name TEXT, - price DOUBLE DEFAULT 0, - create_date DATE - );") - -#Test your table by inserting some empty values. - -dbGetQuery(mydb,"INSERT INTO toyInfo3 (id, toy_name, create_date) VALUES ('1', 'toy_cat','2020/1/1');") -dbGetQuery(mydb,"INSERT INTO toyInfo3 (id, toy_name) VALUES ('2', 'toy_dog';") - -#Display your new tables. - -dbGetQuery(mydb, "SELECT * FROM toyInfo3;") - -#Then delete your table. - -dbGetQuery(mydb, "DROP TABLE IF EXISTS toyInfo3;") - - ``` @@ -286,16 +226,7 @@ dbGetQuery(mydb, "SELECT * FROM studentAssessment LIMIT 10;") dbGetQuery(mydb, "ALTER TABLE studentAssessment DROP COLUMN email;") #EXERCISE 6 -#Add a column to one of your toy data tables with a dAefault value of 3. Display your new table. Delete this column. - -dbGetQuery(mydb, "ALTER TABLE carInfo ADD stock INTEGER DEFAULT 3;") - -#Display your new tables. -dbGetQuery(mydb, "SELECT * FROM carInfo;") - -#Then delete your table. -dbGetQuery(mydb, "ALTER TABLE carInfo DROP COLUMN stock;") - +#Add a column to one of your toy data tables with a default value of 3. Display your new table. Delete this column. ``` @@ -317,13 +248,6 @@ dbGetQuery(mydb, "DROP TABLE IF EXISTS test3;") #EXERCISE 7 #Create a new table with four variables and a primary key that is a sequential id value. -dbGetQuery(mydb,"CREATE TABLE test3 ( - id INTEGER AUTO_INCREMENT PRIMARY KEY, - student_id INTEGER, - student_name TEXT, - student_birthday DATE - );") - ``` ## Filtering (WHERE) @@ -354,10 +278,6 @@ dbGetQuery(mydb, "SELECT id_student, gender, region FROM studentInfo WHERE regio #EXERCISE 8 #Query one of your original toy data tables, for two different conditions. -dbGetQuery(mydb, "SELECT * -FROM carInfo -WHERE made_date = '2020/3/29' and price > 10000 ;") - ``` ## Removing Duplicates @@ -369,9 +289,6 @@ dbGetQuery(mydb, "SELECT DISTINCT region, gender FROM studentInfo;") #EXERCISE 9 #Insert a duplicate row into one of your toy data tables. Then query the table without including duplicates. -dbGetQuery(mydb,"INSERT INTO carInfo (id, car_name, price, made_date) VALUES ('1','car_1','5200','2020/1/23';") -dbGetQuery(mydb, "SELECT DISTINCT id, car_name, price, made_date FROM carInfo;") - ``` ## Conditional Expressions (non-standard) @@ -443,20 +360,6 @@ dbGetQuery(mydb, "SELECT * FROM left_table #EXERCISE 10 # Create a common id variable in your two toy data tables. Then join those tables so that your query returns all the values from one table and only those that match from the other. -dbGetQuery(mydb, "ALTER TABLE toyInfo ADD car_id INTEGER DEFAULT NULL;") - -#set data to car_id -dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '1' WHERE price <=100;") -dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '11' WHERE price > 100 and price <= 200;") -dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '21' WHERE price > 200 and price <= 300;") -dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '31' WHERE price > 300 and price <= 500;") -dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '41' WHERE price > 500;") - -#use left join to combine two tables -dbGetQuery(mydb, "SELECT t.*, c.* -FROM toyInfo AS t -LEFT JOIN carInfo As c ON t.car_id = c.id;") - ``` ```{r} #Now disconnect from your database diff --git a/toyInfo.csv b/toyInfo.csv deleted file mode 100644 index 42b2706..0000000 --- a/toyInfo.csv +++ /dev/null @@ -1,51 +0,0 @@ -id,toy_name,price,create_date -1,toy_1,52,2020/5/23 -2,toy_2,99,2020/5/23 -3,toy_3,143,2020/5/23 -4,toy_4,185,2020/5/23 -5,toy_5,225,2020/5/23 -6,toy_6,263,2020/5/23 -7,toy_7,299,2020/5/23 -8,toy_8,333,2020/5/23 -9,toy_9,365,2020/5/23 -10,toy_10,395,2020/5/23 -11,toy_11,423,2020/6/29 -12,toy_12,449,2020/6/29 -13,toy_13,473,2020/6/29 -14,toy_14,495,2020/6/29 -15,toy_15,515,2020/6/29 -16,toy_16,533,2020/6/29 -17,toy_17,549,2020/6/29 -18,toy_18,563,2020/6/29 -19,toy_19,575,2020/6/29 -20,toy_20,585,2020/6/29 -21,toy_21,593,2020/7/15 -22,toy_22,599,2020/7/15 -23,toy_23,603,2020/7/15 -24,toy_24,605,2020/7/15 -25,toy_25,605,2020/7/15 -26,toy_26,603,2020/7/15 -27,toy_27,599,2020/7/15 -28,toy_28,593,2020/7/15 -29,toy_29,585,2020/7/15 -30,toy_30,575,2020/7/15 -31,toy_31,563,2020/8/17 -32,toy_32,549,2020/8/17 -33,toy_33,533,2020/8/17 -34,toy_34,515,2020/8/17 -35,toy_35,495,2020/8/17 -36,toy_36,473,2020/8/17 -37,toy_37,449,2020/8/17 -38,toy_38,423,2020/8/17 -39,toy_39,395,2020/8/17 -40,toy_40,365,2020/8/17 -41,toy_41,333,2020/10/1 -42,toy_42,299,2020/10/1 -43,toy_43,263,2020/10/1 -44,toy_44,225,2020/10/1 -45,toy_45,185,2020/10/1 -46,toy_46,143,2020/10/1 -47,toy_47,99,2020/10/1 -48,toy_48,53,2020/10/1 -49,toy_49,5,2020/10/1 -50,toy_50,45,2020/10/1 From 5469f5f5b5f738b636c64b2f3831968a678ba338 Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Fri, 29 Jan 2021 06:33:43 +0800 Subject: [PATCH 3/8] Project 1 - Yiren Shen (Karl) --- HW.png | Bin 0 -> 198525 bytes carInfo.csv | 51 ++++++++++++++++++++++++ sql-project.Rmd | 103 ++++++++++++++++++++++++++++++++++++++++++++++-- toyInfo.csv | 51 ++++++++++++++++++++++++ 4 files changed, 202 insertions(+), 3 deletions(-) create mode 100644 HW.png create mode 100644 carInfo.csv create mode 100644 toyInfo.csv diff --git a/HW.png b/HW.png new file mode 100644 index 0000000000000000000000000000000000000000..59d8c981d3d6584b013219db7b295e0a731af892 GIT binary patch literal 198525 zcmV)rK$*XZP)Nt7N9SeQm|s1=68FPH>lQtg*mQBt98 zy8>1c!A~b`#UJ=dVq>=s!IU8aJqnUmY9x*2FfXYWd(i4t> z>2wX&*CyTls{DMFR%w+Uq13byHny5{eCNSUczAO*`feQ~)G+HHI(Bf~cE>8M(keY# z3F&OxK_f!q3??gx97!?8!Lz?^+csVMcl_bs_rI4;VY#shOTM>MUQ5o0os}7B0)m|I zxAa#FZ8L+W*@D^DCN#6|dbX8*$8^6*Um!nNO}e8y*WGzCnRfT4Fj-qm_d=*3RCHvm z*`+Qz*uLJ)vHE^W%fio&;Ea=ujnBf5mt3bazl7KRK9)c9O?kb1rMB~OAHGt5@DW>t zu_oay!dcjt?u_*hR4F<=w&wDVYWvt~;=!jS!6)WG(!V$M?hfw{ z(cfjC@7nLER4c)f(5(blZ3D9z(J7=^NXz6MNePbXHP&m;f!9K>2tP1xVK^&Oi9 zA|4IjW12;DDKLE1#0Mf=h1xwM*vk3A!>?cJMVV_CxbH3oP2g07I!bd=vhLhQv^GSPR&r(+Jdc4-byl8N3)byM7>>I!E|j3 zYwLSpy1ow6X?KmkyYpnS*2!Nr$y*Lr&9BZl9xZXK@#5oiaER9)f*-whpO4Yeu{2bl zq56-}phahG56mxT**cFs8yl;gz}hn7{|^kTH~b>pci+7kp3Sae zG5?21i~pvNs^G{YkAlzq+ONR*zxYOY;IIE8-K%9jM4S<6^wN(Be^cqb7OGyc<1iV^ zr*6nv&N;f@cy9Pb{M~W}9oq)8?)u1+egxin$-jaR{=sM9_B*KV6BtN-(1TMtobUt3 z!?90#!f1t8X_Z##kxg|+e2!e7q~l3Pt;0RvI{@GQ?!&$J)?lkUnn$6AtF%h1G?b9c z)*Y!vrU7Adt0Tvo!zB6pI(cKxkPuo5pNj;xMFQl(q#>dAuuUQhfU(+C?~0WPq`=dD z>YlX$1&$dhwb1~alzgZ_CuMq7%eP{r%EXdg)$^6(zDkcwS{8l|2F^-2Dzg|Hdw*Y) zBD)6XJ&9~V%HT^yZ+^zI6_9Xc%p(3hRo>e3=u)H(RYGI-?cS1`c9ZXl)N-^7&flt_kqBaZMJr(?a#NcADmX zlU|NV_-cb08)YGGlG-XKV+E7Jf*5Qo({%(k2m>#0qQx6rF}%i8YYqrlBpPR<7?>jq zIDv%0h_o{@T(=}hMh4r8jmR-XmN5fFZV#R0x0Ow=Qa(ZMB|N}Q4`yJM+muN(9y`h{ zXDs%4jo=*--L$QvZw*~r8}xoGp6Mcvet!O5R(h|hF{@aRqTIbif1B9}L|z}`I*_?vIvulM%E4PGmxvc(k%UQo%wG)i9biZ_t=xDU3n;uqJyHeI@$behPwW_@6K!e!4 z@BHuWrm^w&c@KTF=y_?h9^#>vHQ+C!j9+HX9_+j>>B7+Sv2w@0e_R@eRqq=}$qb?_ zu960mjKHAk&cI$pei26IO&_EWOM|4GmRMlWyBNK(D``70GSA>U_Iz158j=Hcd(JH~ z0uSM+!G8<_Vk&6Eh@WsyjGZo09PtJ%7=VRmBYOTvfqiRP~nZhw}OynCU+$jK7((sBa9GyE2OJ@v5^o~5oWh`$rHHl7|6OK_El^X+fXr6(#90* zCV6zuLY;m;7SfRNZcL$CemC~)a89;ja=}W$gERum%1#j=NXY2~94x+O0~8)D-Nz(C zmKc6X7^+zq3NWOE(7(~M)Q$&DCog3z=PmO16lxzI>0n`R%m~~w@bmHv|bUW?mj_0hVlw3N2G^5!1vW)%)tkwC? zo)I_}Ja|mT-(-;O%ECkV0mXm(CK`V~`+0O**7YL!uSj3otU*~M<^_gz|kYySGlVHP<-(Hm6WDACI7Mp)*&V5ZYe&u zVf?%JsLdOqPbVT_kE#c_asb}$6|zK zBXG-eUjV}MZ(w{}4`CO)U^Hu$Tg1YY&fzgx2C<31)|l=sWL#-5Mi z<7If8(RvRUfe*D^c#-jH2N@pP3TH*_5+5m9aMgw4pf_(sIBG&N>H<(S37PLGW8pr( zljQkJ-oFs?z2#H(1BP2kZHzs5mKqTF5ezSC<}$Qe(%6DcpAQ+UhUfE6`+cc03)nbV zoxn0i>+<=o!-UKC`+`PgiLF>{yQ;EP=97+pTT9-)Z98R8VA}t;X{rQ!$kw&N8-XoM zds-}56YNz3hZulm@q0?G(KytZGzahJ)&!QQH(}-Z5XIp%O>M+r|1Tp`b5f~@alb>vbuF@*4(qkt*>8L4u=O6p~ z0k6_3tL5_*m?vHDM?CY$haqruuR7I zhA{m8Xv&1>fj$cIniuS<{(FZY9hA@)APX5pMyiUMm~?&If1y%usw5bNkcUC4D(x0g zDv+(0R=%ndy|obDvidZIxp9Bdof?75=Xx#En(V%5@q`$GY4Jo%Mqr<< z(0z$&AzCgmTFF8sF-EnCUJ>mQZv)9gzD?nzc_CEV8X+n0$q0$cepegKD~~?z zT7EwD`>#}<$$MTIo%f5>VaRYbT*g@0J4tz+EWe@hw#m2kbI8gVGs?|dB(ePkM!Stu z9vQktMpp5x65m9;UjfHkceo}vxTuWYh_*M1vYUB85RWMKl1gw!FY4ZkfsD)&ep9zZ zkZeQA6E4%w+v}S}Mz662HjCh8k&(E}Un2_)$UXDY;Cnp-YUEpsc;zMXUYK@?P9Ab2 zurpEY04H0@%^hL_(S0-%?V<&=Z6sq(Raq3yWB{&h&w5(41ex*I>IqJ^vVA>uo)xgF zd8j;WM&Pjp2aD#PpR@AL(87j8X$1E5n1{FL8Hab0c3R)^yMtY9H1GSY%>&;)`dsYx zlgwQ)E)uN(5QAu4cf1>V(I3F#bhj9*M_ziAxQ8dG^Y=c_Y7e1x>#hh7-J5e?=BjS^dNB$bEjFve5qK>f~Xj`IXJB89aR8fX_(TfmB`oZd7I! z{$9O`WB+-VrqeyJwY348n_KYk!w^ zaaZ>IHRCUP2Dbqk*K6w=2cX&9U_486M?*jxg9p~6?*IC9I=ACiX_Z##@J#EI-3cSR zN~^R=k8G+kQokHKj^Uos_V9?+{7`%W!%os!E{gph8JY{>`h{(+NSiVzW((bW;H0x2XJ(JsIny=;)vTf8$!pG7YIgWs$thPtHy!`>@J-|wDcMHH3!eLJ^3MM|!?GF-9TxR2ENVC@~j zP9#{f0InXue24;_%M2{Y^U4ao_Qy!wEJLT5cZY9N7|7rt+Iz@p!Zyk|6y^FFY_|^M za8ukH%XsL%gR?kr&p+&8#@=gj@LR9&$!zA&!2n67?k+L;3v_` zz@ESo2Tk*J^h@DhR5KQpA{l(qW2B*TGh_ONp#;@fYIJbIo>|FLtGmX~p2|U06)PnJ z@g4$$fx$k2E^-Q$S5{lymPxkI&G$;K=oYjwjNiA1tCukj%QLCN@It)-g6W9KO|0{7dooI!3o@U`H* zZ4D#ydSGxxa!%mIwY1=Y78uc9!4*fX$oN8#ap6Tv2um^A-lKd?@0meXJcxl8RLIr| zBKsArXQEx1$Dig``R2?u4lhb`4VU_7nDbu>v1Xp5n0bwWNqV+22 z6IwhblaA)tLJD1+0Mcjty+k!jbO(*TQ>fGa+hhn1>3i`2cH3SF-^^8cM6K%V5An;^k`5_BdZk+-pI8V|jQ9Hb$^g7dtMph*)3ucWc$HS^v6w1R;;FJ?J|lz1-#u}2SLA7A12C@xp)>*y zE3smEb6LI9xW;Rw%#hy^VJtXibTB)&vOThJ>c3YeZ$LQgDeB@#yG8%yR@4e_zN0Z2 zP-MWE5jbb8W3=~nqEZU}Z{}Lj2~xquvkc;iVWFFSUBzoE?a$K8(jFwpT;o11&5RAf zd|-V^abBmrbx?thdtR+|G;D%Zz=&rl)L_L-weJTNar$k^KxeVi>0nlyAO2|>_?0`w z%J8`pX{7%L=KrwrfB9s}t9-0PF=dL^e3aAus*D;iq9j=~P0D`T$#iib8;cux@qI8zNZ=p{+!`c7Hm|3&+KKa)+a8jhxc}x`jc#^d-H%3JA}U-R`ier zyVyoudgZ%s`^vp-7N4Rv2rU@kBUsxTi+g?L>ImGH_hVki()c(u_?c3604I%Imvzl> zi-MDc<%?O}B|L3b7gq<}Qw$BhZ1@%0g<hv~ z+AkI1tmXCpRmdS674{YLD5ekFt`XQ7BMX?zIH_Wc#cKot7%w$q+#T~;T=d>pedXQs zt2G?xI2!GPa-R4_0Ly^JJa&3fz2|vnEzLK~!K*!faxuFy+~{TL)-I%6sq6YD6x9&E zo5Ny?a(K2iORy#T_t7Fj@>@ZLd6m2$tHcworTtHvv=3?u#mRK63PseJ1+X$6L1z1D z(R|OncWs_{<5~IcZh0c^C=Je$asFCxmAs!X!kzcN^x4RJz0af%N8S~l$itwAwK4eY z$p#DRF_h0Pz?I03Vq!6)Z%~7;Kg3Wad~j-gG-IzstB{Blt@4Bv(E?NLjLCA{R3u+j zY~-c?VyN_U){K|HWn-P?eR-@+(I^Rcnk&0i?!%}vMdxrYk=?r4#VF=o%Hn1}P z*+364TF+(cKtoY1R0S};BCoC0#jz|xE1@vH&r7A@ci0f@Wq*L^kh$?CFghN#K%{uC zaFS;>mt4i{*S3?wiAImWdEW3@U`ccs74wd~7$O;eIpjKe{U+n@dPjez$qSgghilvZ zBWqNyfk_5n+%BP!s57(lE>gORJB%V>;BAIg%%O5E=b$kJnk|`b)esECZv+NfsMhfa7&-&H>7~PC38q_&S9HM`Q0tfA=@^>Ce6XU&8aARKq_%ev*vM)N zaqeKB+djX!Comd-8~3|yX1WKk4AcbtB#6BF)eXkbij-AarByoo6Rvn#rBzy`$6gX< zY8hpPgniyErG_NT^FX!E;h_7>Tg)#YX4m6sROaq!yyi3g;uT`ve8!A{SEPz^s5QfH zVp-dm3wo4krbLMTDq0)W80)I+6(oMuKWxjWxD!EVU~GIR$9_Ac&i+D$hHN7F>!|&z z*ZPj{GwRzWDIrLKj>^8x%?;Sx*zC@mNr^6=!026teK}bpqc1A>P?$`sxs>mr)iYyJtlGVxTelUmEM?y*rpj=tq_u z@aIE61atGt$?_cF0Y~fMh?S@1z3K+j6?-~g(tILm!f%r|Jt|o@H?}x*4!)<>8nF3U+#7`rDZ9ES;A!~tb*FW>*;i(vcox6cy{)M-)C zBeb$K-04*bSN?@T8XxqTjH!e;r!{)c=$q~L8w%v+Jb&5vD+_J$oFXno=LsAjEviVc zC6O!G!#<#wq{>+2;g<{zvN)$~KhKw@<@iq$?Lu4H|E^r%ki*9SH^<(~EV=gwg)(72 zIjH;_0D5qeC%+)nja;@sL%weZ%PzRN!8&AZ$#^PH=j6GBBKAhaoFUAhK(>sDbiY3} z`in`deb%p@9y$g|+vAFN70G)fFN1T=;7hzq^S1a32mQ9pEB3B+mU)_0mItzExU#JT zc#A1A-WEJqkbKDVw@Pp_?ZhWB0unUpD7>q)UQdt!f)yp?}?DpY9FE@ zH|+=P_TR+^Dd!-Zk22MKtAqJ8{*|L?1BPHmOzIIFC5$xV1ilXZokY-)zD_b3<2Ld5 zrB^i`T*5EGF_HJ&doSF6``_5TXt0Za|MX98gS+qk4lI+7KkkX}Q$P7M?Jt`o5jHyh z;huZ$f$!Y+kMP&G|CQq!P`YWzs3$_O^^~dJP zoAABA`UZUWZ~qp)`KSLr@%7j~4EJ0EMQ*Gsj z08CGS0}?Wu(}8dQ9o+k0{)>B?dQiN2@j#PzGW15guF{^ss1}$($o2ycM?Vq1`}cpV zG#XPL0$Lk;Xqll^TBTK5rBzy`Rhp9`?H>mPGhC+icyM8##}ej=M&O5FC<=%OyJP1C zc@N!)*#-1-$%W_W%MoL)7j#$w%erL!7jqc=001BWNklZ@ zkqFva1ejtY6C&h$Wun_b#l@n2nwLU(;pdlhzcjEva2jIZQ0odBww9uN}dng#Ksqwcv(D>W(-Z@-Qo#NHhsl!El%Gx6e zCa#7p%5_51Kud=29G+=^7+iGayvs`j-l0_JE3^U9cO@>d4^6QWMKKXaR9M{qHlJw{ z2M)OjvIs|>p^H zv(X2A@DZY-uWbL6DckJ6)j9f~&{u*g8f$yKGn}&WhX$#5R$^d>`@oG&xd13fufyeJ z&qu1?dtR0gE)<=;P@;E(RVe$qR5qH&9X+d*E|iJ%DMNVP?zzZRJ(;&20f&rE z=X+zfMvtSlO2SuW`9to1n8T-?%-hTq!QP`xaEIUPmpl@;V56f|XrS8I*nq7~TEv73 zC#?_DO!W4p#ZEIaa&_=Iol+UeL$Q0F7SpFKQ@L_2duO`?7u%6zV^FVrTIAAe{(^+_ zsCCoL;qJ`%E{f%-iqF3CwLkv!racSAd$IgIcpZx05rk*)^xD=h$O68yPTax)ywQJ) zJgw8#717ZWAil0D#$)J+g~Hgkt11kA{S*hsB&%ewwj2L%$_pJezkp6j5G`7ER42< zkt-$=aS3yrBx8me_C24$G%{v*kK4+1tPH3?JmUQK5a(Dk>6FQaZwGll^MMeLuW|Q z;=G(D{WEHCk5QlNA~l5rgV&&jXzgO(0BeKNfC2oZ`j65u%Vk(*T6;&C`uK8S45S=8 z_c~5tO`=DsL0I}!4Y@?G(*3$-FJIdCw?ZRug$pFe`&Y|~0XTYiHbN}FH65GM` zsipsG>c5uf0M$pkna4`v#sJ&tT)zUr89goy!NF)8*H3Yf7;i=XwO-G8yUM)%Rg`ze z;#P?P*c!YDyv4&zhauM)Kr;R=+M8DrddF_fIJj|Iv=FtPEpIKB`1UPYJjPFy&PZrz zy57_|lHaH6R8FE5R7NFx0S68@z2!ZCjW>_LTlZDchpn-VAaH5AEACPFqoYrSKcAie z?|bjBW%a?|Z@Kt?P2r|rc>f(>rTG1RBZYU4;{97CjGNYlLv8?Wn=SJI<}@(|kO=;^ zxXUF{{N8_r=3Cc6y!RGp@4Y$QtByS#!m-bX`owb~9P>|hudr2GrB&LswD#~{z@G2k z0P7Fl3eyL^n(l2L^&HsP`)oMygtK7lh#!BHYq(0Q^!QEYotlffo;erFH7i51j6~6ggRkC{9gbKgfUuDUnb=l=2ok;L)c1Gsde?3aOWL%<{mz;ni zg0uV+rLzh)HUcWxL>m*^QwCI7C?1(f8G%ZO1ZoquF8kh(JW$N7$hW(iZc2hbH8H*hpfC)G{|JkU}S8usKjr038Yre0&SF)=z zJL>+Qn9%UjQcNw{E3m4Zl3(C5X5ph#S;1GjkC7CAFb>HSDIPvVu>huIU@Zhl4lXB^ z_63&(_98GP2_I>xZwE6d$Zl+OOxXsVH#YS;a2QSf2EBjR*7S($>j3L}Ahdh9wg_2u zS6(eT4L80{aQFS-PI{>@Xb3V6ocGPfQ}l|Cj%^_=+oZ)y37na}pz@rI$HZeCvF8YFBko^HiZcp3i1kaV#%OaeFn&tj zUYL(4U?l=uX>jm;I(Ap*inTkt$6%`blhRP|lc4uI`WHRFq&QS?S#2+F29&$L zu5IR}WCr^jD;N&$0R16lQZeohjdK)m#Hn+(QRjT8FZGs4|WxamJECo{&E(NsaGW zXG9q@0*B%{ThuaOkO?lo!Eg9GUlA9eawLt>qM=v&JYHX3$QQWc1xNnP@U$6Z_)9Uo zL|H(Q7d?*;9;Q}fFLMi&1&P`PbgMC5%;&WYMqH^C<2s?K89bGIH8_|m_(A11JfcxP z#N(MBmjuFxr&HcSCYqn)%LB^1Bk#K^#@{ycHg2_Sx=%Pr zn$xz$*k=6}m=EgHZZV{{T)x%E-cKR!mCOn}iDB3bnYd_7!{7_w;M*$rE*d<`A&cG& zCJF|3bt%+X?G z-Z!kfA$(~)BD5^ss|*vx%x>4(IO+%TE$hm}pvm+(27w8~M>>Y`jB!t^yphm$V19)v zD@6+XXQMexr@r%@I=iqhUX61i#uJB^Rx7nN7d9IDUvTu3sWGEYOkqH9sQ?DAhvg#VrISf1WaVFnwm+fQ7D z+NjJ#CJ>ZDKre-XQ-05vrQ*9V`|cY2Udg`$e8 zUPT=rt4n{JC9~8nFeaRMb0@v~w&dMsN}HklM z6hIhkXm2(0vKtR!s;i_Sue;$CYQNwEQslH*f2OZxe?kuFrwVmh11xY?s<_#p@wKI*_j-Sq(o=oK7wuqgC18hzK$@H+)K;s}5v z_X6!hR*^V~@1h=^jliu_NJ+gE)?7cxwJNzxOXTKNuGBMSgDD+)6F^UcL?N5AAh0oj zOmkY4m#4JEDQE2(td6d&xzWbz(#J4AQ-Kj#SOTuyNWaiKm^?#) zzpL4U%HcA87elj03Hix9NHs{~$CIZ4t#irHek~2E!TR1!hYUaV7sQFjNpR0&&kHyE zuEe(mpV$hXQ69kf0hvGEV@KNI^Af&JGBu+yD6dpiW?-}a0`krd<|Qa}#E!fU$~)n> zHBQOz&{bw2?BUI5cmw)%RfDBevY>yS?rXWK{EzwjM&!-YT^2O9qJTD~xU{Q^e$UZ< zvNpL^a9tDpi$XS%feMYk$+I4fQk%5EVzZ-L8@R7Fdj})ms4&&GY0pLgR;IJ!RT7TX zq=OmpGaTq0{b9Js#+6x}!TyW`_W+C>=XkOYFEI>1*Y{e@AcKY0z1Lg7q2Eh92f8i| zuUf%4+>UZQDLM-0&2usv^JAcG80HO< zJmT<)fe6nNsh1d}qt9w+771Ls7nPP7o%Q@+W)SBxg;wd=hx@mNQHkYT_q7tF5PjJc zxgr^T(Ez-$K?g2glKt!Xz`Uo^t+a4yx;0I3mtX<++^%aU7Y3GJ!NN-?190o`5GBD$`Cfo0p@>N5t!eMZ2^ZbYX_V$XbS7cuKkiM?xbZ$$&(r-LYvQVy7TxiJ~ zpJgv)nFSF%onX0NcsQvSl|kOej8-*c?AYvTrR_bERMBy zI(-Jjw9p1z890uWmt9IWDjHv=;l-nkR|f9`bkomkr5zc$%6V8lVw3TKjA>GTRcSjL z&_2+4<-1?;MqZ!DFq!W2{=c*bFo%3bgK(&sKaj=4vM7T4LH64Q(2(kN9W5-npQma6 z;Fj{OXf6aDLy!9fgBw?EXh{~)fs1M(ox^?O-c_?9^T25y%f7xcM;s4Jq{c0*7T#X? z1>y1o^V%7%#x~daAoC=W_a1uaAy_uioT<3J#7FCRCZl}q7EI#(O1nvnyT5VyuVi_8 z1Mu74{_F6=KXe=|yht2HO=r)~VV<~c(xjUod!}M*)oNg*?_xJ-YC3xb>tF%#MQHrJ z{9pgF*5jT3>bKyTvwuiNU%ZbA&v^fZ&EL7sz+o1_h063KOp3#I@H*`^jnTd;-tLLV z)@gOY33R!Ty4|#K$JMa*!xupP!>@++u4|$B+uuu`z&@epZ~eosgzALz0K@v>H|wWd za1f=g(xaKaam5SZW2b%!-uvPc9_^~E(m|y4fA}ms_@wjUp(niz_I&S;;mGfNK6wKB zgr2_-J?SNI;Fy1wU>CpHc*@T_N;O`k$9=l{2Kdciz7t-0_3Pl&N4qYMU`nBJA!n9- znpCiD@87@t%fH-qJ(5!>px~D)uw+lKc`GzaWkH^T{Lg-Ca*8Fd6ayA0{3mMv5rI^N zep(~%g$Td$RfR86+M-adzqJy)r){JA)<*RtHX);}$!mf7q&BZ$sEk1dur_*SV83U; zcSe-S zbc*!u*f8&@w7*;0kBV2Di?GV8og*tT((1&m&9u*3Qb>rhf5r+wk?sni(>joq3{HtF z%I@I%ee7CNn|JSU>MI|88dD^WWTQWFeH8bTgyqUJ*ZODY1?BZ&7M$`9Y;LdsT`ux4 z!wie>!S*S`Bpv~!!0+2TY=j-q`1Sfj?!>HK(ysIzS83}Ce(}QNmGwnGRuUS}$*k*#&UT027$CGZA`+C9P6o}kk9D# z`(P(PKkz*W4?c*}G=zs9?2hgpdIv{`pb&=ktOHE$ok$#}|qEK~j+s4|7B#k2>NM}q6rz$xFi1?ZdjZOvX_AQRpui-y$&X6_}ztV|?s0-VqN*^scHZ*^gX8 z2imxS@DCC9xsPV(N=D$8d>$&BC%q{y$~Bv5I^KN)FwF^_Cz+yD?t%7+WNiGFggEAJ zl+Hx$V=L460(&iLopa+b=sW{A=USJqD8ALuuI$-RRzUj&3KGN5(Wa zrbX_YD0xVzNHM{+`BnqUH#!oW!&Qz;qU+;~PjUE3dB3>?o%=&zS>AV3Miv4#91gZ| zw9DgTge#o8H7i-gbKP*EuL{GY{1kcxwkXiT)6$~A8G9%;X^W618GmJ7CPM_+;u7&X zM82@D(Rdsb{t?ESW}J5-lB6inq;i;QNBO~6 z5zRv4oo;fYVLwaxB0Ql7aM~j{8J|K5 zyFNj0N8#hEit(a_m_`Gf;AWWuI?i}s#@j6>79(ovhs2jdHs`bXpfpB|#N6Ml;PzH& zrt2gUAzNo)50ba_mn7rY8OQ+XKu616XmUh z-tm?)jqJm$2IVlYXRYy7RSH+!=JGCAQSqST2^(Et$FfEsV^@_7X?_7v)P)Gv=TR3s zkO8>0{$t!%g#do>EAcai6a2V`AUvz|spmVXu8l?vn;Cv(n3lzJY!Xy2U_bA4oH8H_ zHh*NJTQ$zs6b3r&i_OMG*_I=M_FWoB_N;GNKLlyvpNuUVfkSDeC%p^eg2-cs-v;LU z1U8gq5`!(%0Uy4ex=d(>j5W{TL4Lr#Rgd5lz?fkR+o*~Xnd3xPWU-JH8QB|}$BoOU zd4y3q$TA%K-o{;e%2S>UZ+_dmVVU%lr#vZz;s&L~c7!k?ct_d3nu2nS&J*4nddJcW zU-(mqWEj88qC??5=^gY6r!AB^9J%)>8dGd5kU2WYbseeQ+}t{g`)qv5GvVH3+y(dh z?8!ZVrrGj7>^)L{V+&~!jWhn@)Qz~uwBf}Gh@W(KtnH!tYppT^@Nx{!GU?&3U!IQo z3HxAr(o10NS^q~@T$7B!n8fJ2^{p?%=2zbg&3E^w`^y=C?}9)4rB}n{``xX5Z-&qR z&UtWb`tddRz!?|AH8A#EQvTlgSAH4Z^o$)fHyJB> zH{k!h?Q3w&?|=G`mVe~`_uBy7(H!|>u<_)x;og%!lwcQ)!I;G8yY}5%VDEqaU!Z>I zuhaeI48V88&F_92eE1G`>y!)O1DBo!PvoEX-S{qe)7AFE+3)xyym}x1*#B{O?R##N z58$(bRxc6bVEu3ZqT@)Y&;6_4`ZEdOo9avcP!mB8jMUkxDSZF}5w^A6*Iw?=; zq-dW6TY;-eU!9wjZ!5|^zbZR8!(SAIn^Tgh^3QvPd+yy&?g1@PnY@xzf5+huf9NqcWLs)&r0E%r$7C8Gd)8HGx_K8n!lOQVi50|oAL?To;5 zG^w6-TPIu)aS;ROBHnyv{`C-5w94az^lD4{hI#|=!w*7u-~kBte-Gfn?)t&*`hf?# z=Nk-=TxndGvS&{xWE}zFi1m)RG)b8eaTCS$?mnIoM^$9}O~r7ufTqn2kKO=T=vE5l zu6vi^T9j?{em>%omEZ_fp1CpitKy@Z!^@;h*_0{KY=)}l)Ucw8f{bvn~6;r9PSa4%B!>#XE4^BE3LQlE<2?skxws_L! z3qC}FCgY_lQ|r@;;a?Uq1jq-RLoiEFNHZj`!H7MU{QPT^S0H)T;zBF(U`NF>DL`@z z;fZ277o@~L|befd%Vi1=1Wv|#) z@hzxwP$FN5BDwUy95V>`Mj7Aa@jSOxMlA{~xbX+`+@^2E%hu+H8dDXtlhy zWC%g#qV?g>LIdH^bfALZ>nfugqOkXLuWtYzFsgF1qy-o;A}tycngswk&%k}a_}$|T zpTFf;@OBxG;pw!%4201X@pE?GS#z z^PN@JpQgah_;tq{mK3X`XSO)UXuHSz!l#JmT*<7-{1^F!ZvxTV=-`ywGE5<+Pe{k)x}!0E}p32OCw(@FxOIA9hOvu;&Z)oC|LZlTh4){D$?A-A~z618-62 z;phyo3cnDNELZbBo_?X3hpnuR>7MX|uFvq~+TEl%-SqiE2G0-5w(dM$sI=@T`U>+@Z>8LZ%M)X5$_E#(wOY1c%&UDW{pah>GzKf1_GV9g!;4=dsMov9 zxxsl}$Qfe%CBAGc?ej`|K^qRQYwXiCH@_C~OF`$2&{$gePY3Bn?4Uh=E%F$RQ_Q^T zql8#b{6Y78wg!{w8nfEwM)hGVkWkr!&tqe|8D@V`_aq0b&W2~6=@ z!k=h9jN_Q5s4gLx-Yk6?I5+1741Rl}XfmyMrB2t^)4V|bSLuNxK3L>WJ?}YoyBHZ_ zADnDVz{z}P1Vu`SV-T4py%plsDb1hMEUL@NKXM{m@@wxMm;;thKKaD74?3lM-*TxT z;j?Z`yE3Y-U6Z4aCcd4INk#pSxg_s-AfqtOP3)TqQqv$yM=6~H_opMLb9>Xh|FJtf z`2jd8)dZ;tmNDycN@vWJ9bjgu3PIW985@YvXkG0+vV-fX(j9=z06YXF2ba*W`|#KI zt1-zYi@x1N+a+7>$);dfzuAE1&{Hx z(4%(2SUi$-eGH|ac;++VkFUQzU5gPIjlZ|tatr*kv(Mgke#q>4L01#Yigm|?916NU zl2kAMk(iV+M67tAcnuI1)HqF@Jqn^XehvMpK5%?#a0F?~EWkTvS%~~nU}n(n&+^B0@pupmgfPQOtVH!;bbID>Z};DeWkYED87FN^>(82ZqS-Z<$E!V3SfN{b52XlDaX$|q38l#M?tXPFkv(slt& zhU4XZ+|s(m(AHt1c-*{gMPUlP(8S>MVA46{&Cw>hm0-HfJtR?iFXQCvTPmoNGCq)3 zW2(DTf+hNg`37JQ8dGu+Z8AD#p*VA;rYeVhW2_;*N!k5uA%Kpv>k{SD90TR@k~&EF zJX;JrTH7BopLZoa3RVxLV=}f)wlA$;VB{C@Sf3jYXK*QV#6p9615al3=IY3O@_ee* zLrvRR@BpEh_j-t8SNqKR&hr)-i;?jfpm?cL!*Z)es?uPekABfEhhv2omcvdcHPO z@2gfre?rFZi+7}q69}#s{2mBD$v4KI`#D+C=01<2i));M+YvTZPoTM0)GpuAYd*9ok+@z9odgAUV_P<)>v6F{&krPrixt+m?2Y}z8ErbWNH$iw4`;OM{fO99`Y zcuMG%;|Ck#2k~oKutal7U@dJ?BGHz@yw(DgIH=_N%RPX%c*}yVExyko){}gt_@z5$ zLAN$Y?=-~kQ9t;_pWMb)4BWJvZ)#JM8y>~WUJREqK2gTlwJ9?IOLsFI3NIyfNN4p} z6@y&Pi}VbjoNt@)p}D*SF@pEL#XpF1(;__HGQf|gEHb5Sx(KhRu~cMD$mzD?^@@ms zdX1(&XWfC&JZ_)12P~wvrvaHExVvt+>^h@Q)E?pGK@|g z3`ckaG6Ou%)u={UT#zISSP1`GU;6DrW~>`(7=BV))=a-32#AKR(x^T`U{LiFVor1( z<{2>wnqBA_f&m<&liGrR%V!mY9$=ls*bAon$qm1Tqcejqkf(4+un-`yBI>B4j)qy+ zM|+Rl+liuEo|DY3{KAZ!_4IVg8Dt~zBDyt3_ZJPac+?oqe!3?s22cO=zk53T(`P>2 zk%qiy^jhe=dPGZC8c&1e;5JJ2+8&r5{X~k6$S+RV=$np?XPR($=(IsaMd6_X_v<9< z316C}2+)I)Y$k99NWWU3bput)@{qnmSM?D`L3_k8@Wf;G0)XKpGXQ7hk1JPqn$X}o zyXRKD-o11JJm;tP!R5DqJ6#W^XS@Y&zVdx=`n#`%=b(q|U3bDa_q`b|d4}b2&fCu0 zS@E~s1lOGR^YHmoKLRiDhF$mpICbBCxZ&2j;2bu{e&fdL;QaH>g==oV6YhnllaUvV z!uw7E+>!CF+xNryum7MKp}Ts&X|T|*!3Ws*n;D0@_usoiFXmM`Jkp#0r+)ztJn&#L z_)5a-pMK%l>Di-^(BQlFz}NKpP^9~A{Otj++~eW&OJB#AXTjSqbRX<{E}RWt8PD*f z)8V;yUIo|fKPxjf-~QDb;q2#M2;aJ8SF8WHN(;wgl?KymUiBJy=)s4Q!B-MqKks?Z zPtUfSkg=2`N;WU%)?s>Z72ZZd=E&CvQ)WDKinmNv5{vB6vn3=M+DwIaufy%7NLQwD_ z+3b*3WJ0hAcV4j=Koy!vX%JctN5o-!Bz%!|p$TR!t==Z#o(!^Bzez0>C4~eU%tZL~ zjOH?lRj^L57A3wZ(NohPHF9*H9GTWBjWP>7<-H7=`1;4=*MIb@%? zekyyKv<9{ifRtBlFvU#UO4uxb#XTvHPLK`g zLEOO{dK2U7b>PJnAUHr4%dldzjcyNdo-!&t2lKeED#O81=Z7iQ3}Sq%qua05v?aL_ z*ysW{<$Uxo82WQWe`!7rpXz>)6w;Lxe;lT;mAwi3aBQ&0^TENMu6SRNJgyPtSLNXV z!|^-3p&=K=a}2}?DT*bkOB<~Jb&pRlI3xpu^-sz@y%SiuV&ArH16hdkC%T9 z%`fi#iJbsN?R&*my!S8mYmjakz5<2BRW)`j7BI9~9!k04?TVwgYh zyrAH<)U<$U}*#f2j?_KVtDoQv(AjN`o4#Czvu#uz|BnIPmT0g zznPzxRdS}V@XfY=v>*xNPXft$^WdMZm{%#}ROwpnQ=Tt^+k^d%JQxAY%Q=XQA>HRz zs07g!1ki<}k>7c^lR=;Q)P3;fKmH>)_q>Jaa$DgcEq3(|LqmLon25stp zGW>EV=zs=c(#};JIb62utJR=A!nltmem!~lLY160Qo!nlyn@qRW??2Rz88{itzJJ8 zj{4yrg}=DxJMheB{siMA8s|xHdFv#1lj-nJUxQCyxgXBI^6B$mLyz43AAzslbsn5^ z!bx!Q{)=;u-5sU7;17TIIynFJZ-HY^I2)dQ@?sLLJr%=>)z|UR@@P@ZuN6*iDFWme# z>cbS$`daASmk`#s!oag4WqGVZQ*SH%>O08u_uqZ#j{xBijlXj5@tN+1uitV9oPGYg zmJi8%_us>}PB{sV8-3vi;k4(U0w4bBet7jhwgBIK1AOkz3*n*{0esjSfRjh;Rq*xn z!$M1^5Xg7F94>{+;N3UTtC{!m$ak1-zv?ym&1n~02q#{BGn}l?i%{5STmqlC5HsBm zpSs{PaPm7&hp)Vc@;&W>E8y)XUT2}N_1$^-Q2C!b=@NMEEtm0guHQWtM*Hg*+*ssC zc`h>+^TI=qmVNy4eKs$|cb>=L6`J}NUQeFCx7>0wAnc;?SMF^$d5>F4xd1z<%k^P- zy6o~_AKml!wHM?D>3toHyz?EGjOI06t0|Nr6>f@z7*%;7NtG>l%>r1dq>QZC2qFbU zQ#uHfEds6x?}<^4FKqXNoshU)4vM5=65IcF&X> zRkklvDS(Sn)*Go^q(jeqqI*1*Gk`$WCnOM#Dfc=9#m0ZnUIb5W9;=yuZ;j& z=P=UG`puAPknxOq0fU7KZ5rDzP>s8MPI;D{94)_jApjk?cTsl_w-u;6_`>KC>6?ZP z$}K=^FswMr8Tv(m)HtP?pJt?diXfr4z{BTIn~DzgitCi6hWxMGJ4z_DPgQ~76@aQ; z(iu{ejQ3i5Cio`p0dHZ3iA|43Q{&)f#6b?24rfV7vaRBOGO+X>d&kWL}xSO&pPS#?EX@a@%~3sB=-T#l^E3+>r>Y@4uyP5^lT_wG(s%K- zR9Tgl(iZU=43LE$B!yLh7gWiXO49|t z8OCH!Vy2I_ui(rXfkELy>5CCQ>t7k?7XNhN&UI=~{-b(v8 ze>bplnqWU9rCQ}*0yPsR{I28V#z5*O&xDul(|6;E?0v}cB!fbw->3QD7EcIX%EzDk zR@8V|GTuyi;nsMjv@nBlE*d>NkL#+rgXH-&h6NYiQpN`9GxCB{bnC}^Tl{S+{w<)m zRgAl7nmAl2m6S*&62T&e0f8;rcM%tp^bEielz-JQ&5m~(;!zZaxR0~W3iRCQNHOOH zPll5J%vdm2|CaVx4YH8U&u8kN6g7eOdlq`sqXatVK=G)w-@oq{F`(a&)H5x&%=Q!| zV-|hW8mxg|yf8F5a~SHwR6qHA)F|foPR}dYaEMWo=sb-@#dY=Gl#ZTORaUC?+hTsO zk;OlN+w8PDpOp6=8k9N7`oh|!FyReSvnC5qi^eIL1DPyQxscp~J1k?zXXLcY_zD;4 z0RYr9Q~IBWs5gdDLY!N>G8*LgN@=L)c{1=)BG0(DCP*Y_&(I(|fr$IQQ^ z1#B_eLNuZGloc7vIl54y8?snO=bPd4w2hJQ2`sCr%qsF5x!hLtm>%MBn|YH1@eCAd&J43Qbz|0dvLMM8 zH_^hg6alSjII@Kqrm^R%$n}r`vYBG{*|Xdhfd;F3hClNu`FJ(MFU7M!*3{h7z_vCl@M@J;ZI?%Su~yKpvK(v^MkdHdmpR1Y!=pY=+9 z|HZ!w@BGrM;U#ChAD;czPaQ-k=Q6}Kwc{mMoaEYZ9lYVju3cT*$*{}D>$~1Z`x)O< z7;Mu!*TY%A|7Cb@suqRbzW59MdSWQ+kDdCdF7FfccV6}?ElR>XM7@6er0d`F8c_e{ zWPltu;|{00;pYGSDmd}{PtG+`KJm<#!`T;n25x>484_>*;#C08zoPr*KjwLT5#XY$ zDX(PM{NjE%U5uhPT?Suy$0xfw^0RAhfOC^)?D%(h{q8$4eDYcLtUF)CCEkA3+u)mB z-9O=L-(DDO(>s9e zAjr0g=5p?@lU}4ukbUgFz4h8k~|bQ@iQkD9Xxo z>epBI*L1oYZ;oREZtoI>0riSb`K=woY#1vbny3O7dA;(AR$i4Y#@|KzM;(eJ zBJ|KINdRLXO$Y&FutNabf0zt&*dMCYmJ(D!Y)W1br3t@diUA81WqS=L(VhCWA^|$> z$y!l`Y&G<_0XS1a^?+ICm%J-2A9}|rFvMVLAL-fO^NO&R4ZmtI(mZn|t|;MDsPc7k zf~NMTSE>Xt-r{#Hg+`9H2w6Npb=ABov)mGfXd$6;aV_g4tw*lt8^Lx(zh`~qr8b6R zH6A!rDR5WU-orOinD!XS`yX+Hz?j1=JH@n*6f7>CdPbFz*HlR+Q$)tQIO_*;fpa5d z9_nU98ZC|gdgY=_xQcZk9I{x-=1PjfI)Qq^!8GfH_Be=|Gl)!IWb(PTsX<8;Ad#z} z{iGDY-ixl?Wiwq>e81}ZT!)GmsVWXp+fkFG*rBd( zGkhj}g)R49gfi|BWFJ7cm`1f|X6W=`ExD0|`Wjmt;f)^r3P@owzp(PHl>j4sDm;$- z5sw%#Ajo(o+NygBTEqZ@PdERJQrL78Udk=VYIz?)ou`gQ2zOz7dm6l|UeFn=0{6G_ zRs)75;VmQYS4iOuNs$&9mx#f`_?be{FXybj{jy{qc&WR9KDfHcf(nE!T9{Pv-in3M zIh*fHuw`5iX9b=pjolo!FwnFQaN9WVD^5`-q~YEk!tnA#;*T0Ncxd>_1j}uL;aX6y z(iex9)gTkIG4(TAd2dHwgDRYj`So-qJ<|v_(Jgog**khiU{uDvY!(jpPIqvJ{+1cVA z&!?&f6I4Rb<~jI`97+`By|nd@$bnS~RSU8JETd_jBOJh)L$rUFlc#}-Lm}!svT)Q< zmf~1&m_6<>tJ(B41kiKU)-7G zN=L*JPv06mcvz&5g!a;cgVuekhDOB)pdRXF^MuagJ0feRQiJi8m}rq-u*fQ@nP}KU zxifGdHe{2o(peC;i93d(!B@YuA8y@`^>?@TxvW@^J$&w_GvTFIA72!AJe+>vS;+wTrknWIDSr?50cU>3 zC0f@fo_0E%cJ-Zb4_=RccU;edHW{L?{tW-x4`1otzy2m?1W)DMBbmTOzsRANkN+p| z+*1Hfe2z5qI5@fc{mq5>kR|lA3;u-~MNfUsnE=;NyO#E{9!vus!pENlFFoTb_}tg; zhSSfSUv~1!e$Q**TNjw2n%aUMzivSHoeLM8(v9=}*TJcNeZc;&bnU$nuD{^MtX5}t z%|09qz_RBrdj4XPaL}?R@OF}}u+%#NBt#B!V_UNZ)+Y7n_m{l$S9|xw^Y;^1e{x%O zIe`1F#Avd2^jx1-&rUssoqsl5hRO<%@pkT)SB~_{RYf=e3o(A*A2X8ayDG#`CQ+1y ztb9|^tTYG|MQ65cR(d2xEQM*VObHYV!>8egK0SvUto{TtA!;K|HO<)`n>Ry@A3Rf?^ ziuX#yknf^V){tyaDl>N=UdJZS#iV7G%Q=jG;HS(K)$jfH&c4J0lT(sG@+F+@2Z<#2!W6V{k6Gc2$IN$z2JsDQ>jdaFp`yaUxEEwj?- z2Nq#Oy?{ZCoWYdwTA=V~vd};lW6_wVXMyGg2(1a$&wgC==nhzGT{eHI(2;48SU_9NG#c@GsiqTsb>^Dz4!0?q{WF$O>K&PWinTQ@hjpGy=za@CD zO@5$7?ltW*?xMLV-O_0(i%Vlx)gb6N1Ywozada0<6D39A0b+qSg^GDp&QK#+MOi?` zFfDvb8trTt-9qmuJP#=UabRN$zI*?J@UoY^6khp?m-oliBjF*EqnG6i(ng2d=koUR zo-Lntgrfb2W7QbUI1E1?sl<5Q@+bdr_g%2Lxsm3iq)ARe1jrX83BktI#<8dtZZdO2c#(&U#Lpca*5? zH=)Px883iaIehbWQ*VFbRaz>&|9|^!HU9dr&vGF8IWm^2lxP1FQ-LX8ugs zL_~UP*3LBm?`BFKNnW`QES3}32V66$xYpl(F5)IeI3&k;dwzb%vjSL29(dKH7_($g zQ2Ez#h$64>!b1cJ5%SQRO;$LnM-B`2USttvP>;b^p;7wFbwdm`u&$|c6-2~L9WS@s}|)E&O7!%Px;pLUM<0$oT0``o!EC8ZVh2b z6rv7RaewPtlmM0B2v_sITsuFdkHuJ9v%z-?ak>X!{Rj@}JcEFHlvTAVvXin54ZnMi zz*t!TN6-=1*Sl}0WDrhXS8NQ{c2pV`HSGaek#|M%l<`JEJ`dt#9rk?8%ITQ$X~_#m z6c(9sE}fz(lC5k9t+-V|e+!b&0;a(ZO@3Co_h{jrViR6HDj zeQ&Jm*H*QhsyL?DMZ%C?m9?7Dk zOo3XompmdvnyZ9P?K?bBL0z%IgW5-ikD5K1$Ovq7cNyyCuuVEDPh)DzbJ876S2pfn zmKF`k-qv7-dW#AYb)3jJYY{HAj}Tu}zMuU(jE*R{aTD6)yDXc#HfPlcrV2||ID5q` zBgi0;4%}D>3`bFrD_tab!*7xS5_7DKAJle8yQFchj-LL|c=Nn1d7w0@Yz|5oc507< zpP)Ir`Di#_%j!pO^%o118va4{d-R5W(a=T>qZnCho0<{X5Lh`plr4fQ>tXPjqaZPD zSe^PjiT@zLP#ZPxVBud=^p%+Jfr>}1^Vi{0{kJUHVtfht{*q#RN_4p9@Y9Y*)@UrU zAF0B<)lZe{-dJTFmf;%DLjd!gIWBfdc|x1_imro>&>*eL4Dg(BW~cA zraUjoQQnmbO|artGx+(_Pcgd^el|0eDm~=0Zv*#_fRD;X!sm$RzsLw|R3si=0*}%s zvZ%@TPgEvO#sGBDpML0g)!c~dulafOdCJ_$x55!wDYy@F5OMF~JgbO~XYiK&$`j!w z>dA`tWUknQUHK^HpOdF;?cmDoxxJ&LW9fLc;AxKMgG?Sn`exhjun~BT_R&lp!9}QF zPw+GO3uw(?+L)*^n3ciMxgI4bx@`U67f6)j1uB<#7^AGHUul6H)2hgDHz%bz!Vxxl zZ)SZMbYE@J15_*%lT5(PsbbwFJrYkPrbbWAABa|o3g|MkM*MQLfeU(uefOv@0K zq%7ScBZRb7NP?-!L}^~Ohq4Wp(U=%5BsSMk^(B6Iecvm2>C5?&Z>7zVvOK+HT#Vlf z`0_%_R6gfl>2!8_Nx`pHWli6^{~@@)J2JM`&s77DVuU;_2@mFP8~JL-J3gvjFO_s7m%sa3xOeQG+ujGKzx57y=cVkKi@&e<+QF5J24z4G-7mw!^{qX7A?9n%V@BMJ=d1ovRm3`Z_lxNqk@BRHZ!?X9_0r)e8v%dBt zt~}cR_}M@Gtir38JfU$fV;zsKULUv(R%wZJ^DTeUGydW=-os~)*Oa_uZ@LU#dzCkW zqQUp$aC^GOP`?!Ncv<6bO36F*M)>g602jTeZ)v>mTi;9u#dG&@dDq<7duJ$(e|J2b zcoM+%*W3X2$-6gx#(C+ISMrCyXzjf3#*f3z+i`;4)qMJC{#cNK*tak3t$fod@Z8fD zjZ2rujg;r97k&~hJp+CY43!NYGT*veyV%OzXkEKEfvB=n=-+>)_b8`IUa;TWS*@Q4wws8FQznJ z6|eSQgJ~!1r(?R7gcNHRmnDME66{~DTyg@mDA6ZW#@ZV97x#+@Sji_q_jzQo#w#pR zUw3ts@14@G*O#GE#U-|-u53(o6)t<9?^RX@x~}uKR>g0IbyOTFJ{W+73gK@; z;ZjBMMX1R9#@dkDp$scLRbaIU?O5JONmg< zu;=QC{g7Y_k14^|8t-q7uqW-3{gKCEYwQ8RBzcz9LQ^W0QIUbvEzp@Oy_NUYKzC6F+BN9jdHO{nhxk;34EV7DRa^ z{SP+piaF=^)C&c!*ZJ+eYBcYn9{%3IToApKJ{SDuF!Ipc(ROIwjN%z44QeNxH% zUZXjX6vmbAg=KoxT4pAQ4 zGstnhzyZT6ol95}{95Anij}RtjNSmb!<6P`AmTg{|1!yVSK|o$~i|0Dne4VgSBgrxeR}`|6%cBbULKvZCrQBq^mzS+_9HiGCS9l&+Vbk?RB{bad zX3YjgJ+OV%#L?w^{>xkoJXRTP&iKPx`?zxODTL7Eh$Z;)l4i*G8(161CvXn#EHD?0 z9~2(hXcZkqFV|F7)_J1kET5E)DDNLkE@%3qJQ9a^HhyW1<+2H^cRVD9Yt{NWnq{)5 zr#nICg_o;zE)?Ub^TffRe}-idtuUED!ctd^FO(iIuQ3ss73bWsA?z2|gB{M&`5Lt7;ur>08{d9P2Y(n<_svsR=i%@mL$p&HG0A4bN*}{`DGvThfS$ z&3iQBCs>>)40>70>s5qlB-~iYbQ6Qw{95?v9B=6!!ArnaIe&!5?!j9|J;J~ouXLAS!)0H17QFYxcxOLc{)!jCXCxCg8nQ3t=BpHc|oJ5Pck`y_>Dz6{=U!Bte=1>L*1EN;WR?@qn& z3b?3i2R*}Z$QQ!dE{=damv)|p;gEOW#k=EtQfTR`;N2KTIqkvRv$D<|3pn##aOs_| z(e^FxiF`bqe&Tgqo|o}w7s3ZFJbth(<73;^?YAz3-~8p*z-wLEhl4lpl~=rP@V++) zZzmyR=|jV0s~WpwW47F$j=PZ_+G>-aBZ})R>5_5%V=06M?gCN%b5^n%Q5fQWs4pqZ z6zN=M1seKD!(Uahr>`h!+q9H1LN0_oV1b(S&gM$=yur*I@31irg z!sI=xMe+>Rc4?n)YjH1wuxR_*Xoyf1@=XaA99-i;-ukw{Rpz?PHECCFNQNF<1qe3k zs&wNJ%n;JvTNT!=uGHhF5`}7Ic)*NbV`JY3HXXC%{fp0Qh=_~V*8z^$3lZTN>xrJc z-F=vL_qR4dyqVI`)g_{_7rlP*ycZ3|M?pwN;Pn(bT0%l6AJ#MnfV>`3dvT7%Y}{>5 zdm80hVSi-G^~PJT3vc4lzEO0P(+!_z1~;tenFnd+B|f0|&y+PXZakNr(l*BbpS?GM zv#Pig{eS1&?uKU3C^T+J6j6{(BDjHh0X0LLMRaD8Q4!oG|0h{Y+?`3p1m|VIC`QMT zeB!u4h(pX zz3NxLDpdALp_M+$52abgo4iE5LD~a)@dJke$X<4 zhk@=7@UocpE3wtz0fkw$cWjZIA7|XqAdc3TM;nK_FUM_#ICfF@WgN9oSuZv()z#T; zw;XS4J3+O)HJG-V2+RVJ1>v zN0{NRXss@l8b*tZr(Ik(^k%cLj@K=`ur4-Opha|6R{78N*sD6;f2saOg)?x*H*9Rq zPyONLP@HrTA&o3GH_+p5HKx+lO||iOOr=L3W^RK%qsZJwkSt|>=#0LY&JVO7NxQ& zDQLW?>#|kP{Nq5kKFZ;O-G(?CTUvM!fKDIvR%u`A@@|d&%v{jw|8dz5Oh5uTkMNBL z^%3~$I9|OG#R%ms!4ufdmm^U9LLB!{2_4ydt5<_*OJ%uY{h8kAECs7Qmjx4!WP$BSTYnoHEVBhL3=jX^({>x-SK_311wqF6IvGPHlFduN?bIjc0R* zx2(swF3a#(8y!?cRJzHdgG;3d@YM;R(g*#cKVtqJ3Cd1*uSx6ZvfJj(6*=Jf^FhCj`~2~)gVHJFHrLbb=sb(zsM%vuxzq4 z>9%={6s8CTC_-ri#y=|+5(7xnCR_6fJllw@ z*MN)#mWgys9@}Y%`<@`htlyo)n?xvr=bn2`_QL^SX}s7;S`VW~9#*u{ke3gH;uD@G&UVi}8A9kkvJF8-U2!hCF^VT;iGGEyBGBo_v>J~j#V9ylrfJiS)I-9Op!EBM~ETj9JM!fJw0y#Dqs zYvRI@gI6{9J*0nczCf3k@BZ`u;h(|TNfUbV041w%L z4&*NS?(+f<$h8?g5jBg8>IgY?v=W;P1E9%;nk-lXnn-FP6!n6r{*-RI@wJ4rYH=FW zqOVK=G$}1v1AlX5n${?j3x;^7x4Q_47bo0Opaf=mQmH@H;*g2A5q8Q+iX4!uiKkwq zl}9y;^hW|?G=OKH#r7iX*}I3|IkI=pUTAA;i_1|vpB%A2vzRR>>v7oHOY!^mc4%jd z?eVi-4ZZnp+Frfoj@tSLy{ncBBjxe7_$bbza|f;}C;`eJb*x?q<*B>47T~lGgTx|( zE|AV5oi3QBKzhn>ih0K!y)YE0v__i%08JicnRLshyNGPpM@K*#pt6T1-pWrt$_NRzR=D;l?Uj15P-I)!VvHaxrAUQ z*xLrd?hgTW?*`bli+={YTLJd4@2wET^-Zo`h`+GFk9>|R5El@0&EY=%xaKhQ=_`(d zW|AmojtQ{?aolSuGWA1mdO>*~feCkN`A(E+JMZ(6bTd)!qH^Enw-26mgG|x*$=%qrT7Ct>Yw9R6)sZVA>6?8x1?SHMGfjkDz)MvH0#mll< z^w;$TtbEsTEJeskl(x=-p7qRXhw%E3U8huAroNZtVp>U`4iRbpP5rPpM%m4CB>VhQ zB0uyPO4dsjf6@2Ee{tPukH7EP!}_niasRa^{#~@j8_I1qmSFbOLaGV}Tl8z}-N^f` z-ti~b2-ZT0K&BS)H(rGX5 zm6x06v^GX)^$ki(xG38ves?MwAK}djw!m48#dKRD+jX2*zWSy56g+-03+jQXD=3aQ zJ<{47cat5mt=%(aQN_o&=a%&l<&CA4q|zZu3i(tHshXnen66uD+~n3Ryr`}mK;Kng z52l{!t2as|oiwJ+v^Si&?Y3$kO#k4FH=Odz%J|;4cpSKw)vY!@9%SF!`1ieHV;LHQ zvM{#Gv0y2#lZ--vY1^42YkT)*+E%@}7Na_bQ-zMTvAq1MO^3Q{nM^gCE9HhdJa9sCYzx%`99A{w2{g(J^<$V|X&f0OK5gQl{WhV4(5GU8vH<b#MY9>Iq~;uW zT&PnLAD3@x2QK?&T(16=?IGTjDcuXLf}!k-u}EYUR;SkC@hPfPmS7dkm__F~sPAUe zlAeF?xZC}k5=7&B##J0uyp8+lqz`8%N-+v^<4B>CLwY9`g;0gzh`pJtS9Iz zf2_VO)Iv|QPT~*0>L0E7j?)L?4T0_&j_MP2`F8p%F=jBuLA8ZS2y6?O#e2SiUykqC zIt1%;SltkRt#S-!gz#M8txuY$m)f0XQ$O=rkKamW%%lF;d#(BHy8}29;VJPkmRR>F z#&x*VF4jrdbCHgy9YHw>-tQ_;?VL7Ai~B5`ezsedi+G$a&vFj&OZh(3<7wMtGd&1x zE4+N!<1y3}d%_|62-)|6>U&T<;^tW%>arQg)R5^SuY^;D$Et(cb2LA20+CE7_V*8#Fj&zrH|XJpey~OZDBh8-MX2yg20_llKo3L1Rau(5jI3rHaVx(=|eP%C)V58Q8bKsbl zmhb{dU8y7&gbQX;#hqwKZ;V5fgkhP(7*-2_43$2a|{;S zjV{wOkXn{pYbmre5Y((hPZV|ebp*iLxLQEB7i1C(463Z@1uW#B7hhQiT|MmLAL$o3 zkIYeVa8gK;_30Y`JlgK6w2AkH8$IgVkO{ zk-Vcu3VqdPhQJ7b?S=5rXe^+KlUXoR^-4w8)|gW}%>%SJ5y|H&p1K&wMGRi2nI@*X z!_Qe@vfC&eHnUiR)4+TLc3QAcmJgADn#-WTGpuCiy$xQ$eB(m3@TRVB4 zT$BKxaZmZu-?GvW^;gCZ-xOWhGi{P_OO_vqO&&AV2##8 zb^SKS>jh@P*AW1#1!eWyy>1w{C%CP*?)U~3RMCcnrO0Y$xLvsm-&$M5f&`gPYO&Go zj{>W%1SlV@0HXGjo0l3*Og$njn8jdA2+cM@pmt5wG3B;d6gFPzG7uO|(GV@Bs|Cse z6tvsQPnH)&d1{7k_u}*_NDbNcP>jEnkVI(_t78i5)Unt)PfbY_ZEOj!X0fd~9=K+~l;yD%p&%pY8VaiIELxgm*_|58z$MxhqN!IU7> z7MgJn8;hAuK6d$1?TbnieK)L1pHSy2D1nr6Uqvj@*GRtu_n}T}tO2a*ju6{Z{Qv+U z07*naR0>-uQ5KbboL6EzVjpA3TXQ{@FnJFV){67HoA`A4b==RG=-`Hs56*;rwu%4q7lf%M5hD!}Nb;zxHAIQb|s6MjNDlCYN3|!+J)Hq9|1+R~6 zgGEtny>oD7-4iw%bHWoF6WdNE$xNI~Y}>Y-iIa(K+t!I~+qQLbr*75nt6SfDtJYt; zc5ST2>VCSbp9M)LZyR9(mC18e;U$Jb@QHq=AyaF9bp(~wBjk)HtigCLT!T@;-GNbb zwba-MWbtJKDq>k0#Twa3)Iin;87$6AKS|qiWg|vqSLHM~ND6b>(>Dh8G*N~bc~Hb1 zAf43^r3Gx6$44hbhAx{pfM%MOL*)~WTv^D6P|^QW{uXRF_Z9DZb_M|Pff9!E=?>0c zr5mf3MC~1$#BY*&oRF>6DZiI-XHU!6mpZSScT;k)tnpUgus<{lhv?$1Onz9X!B@;8 zKeXOPbr^>Yy!Pq~{6Jys?8NO=tu|JP6Ld3{2Q9>JBhp||c97_1Dmoocu5$Hv-*@wh zhHM5xUqJ@)^;-&*301aUd0q3_l`IQ5$4f1zHc10mF@0%m>ZFEcC6ud27XCK743uHvU)mhxqJUF<{4hc*|wXZ*#y~vBAYKDYHt4$oFj2=-+jK zfJ3h8_0ii1El|}>Y5Puad@P*kh90I&Rzy@6SktsCAs6^BhTzxVOHK({tZ0j=qLVyD zxGvjOH`0W{6GQfS*MD`d+LAM+ScbwQW=a!A7K>a|HC&F6h)KdR_rVu6KOmMd2vF%}P2)9YOEg>0HjT`dZD%{8y*jR-%vSJUk zQ=B&UunLW_~B%x^RPKZCG31R%cwY^UFnt@`e_T-VVUp>nA(Y-+xi(%GW z(6+kp)eD5J&`=KKW_s!6!*#Oblc<&oIhhk;4hmr(3Na7|7rtwv#2p?eg~&4Gf;;v{ zz1DUhFL7(hWz^}75aeuFe90hJKnpfyD5CT~rn3LY2}m=BGOWw3*2nrA;q4$yPf1tB zNMPI5O96dhh^Dh~*&j=p;P$=F%Vbf`GaE1wD?!hAb9_=N@0A!URh?Ou8m<*gscwp< zCUY|Yg$7ncwE}2@V~{x{iw9*NpJeHl&PS>Tz(X_1LHh)!HvJ)@Zjh^5yvL`{*{Ck)c52k60{hT+Pcp_Jy4!*`}Q5_ zz5LgzAS`Zm>9k06@N#m4KTfGD$^`&W3ri+RHg8(ij4ba6Eky$FDU4wC`=na*k$7&B zdRI@(d*dw%`$F_qE>gVpD|fOj60W#=9~!|}k5WGO;=DGM^$JEodmQ!j7v)nDV)P1M zp@R}CY{I@_up@gddJ>{e8Y*0rPbW#yyVC0M$uszgV9|_fEmZGP&VmffWijg3{XX~M zr=7^V8c{|$G`yJnIMna6m7hO=dP#pxcUKzSo_snar~#=;$Yco`;mSZ}FN%esa`#&Y zaKH>!@KCfMh*!cg?2eh$E3eAt57)@3E_Ut_J)_oMW(0t#~8mBZ-{F4z+h0|m z$rmsy(0&HeOXTtf2vgfVeH%Q2z!cyo8vg138%x5%Ez6D7#F=36NXu$IhG<&+ElU7z z1{_Sl9-?+E0|53JaC`wzR<=4h^qoSBjcve1Rd6sPcjFO^*fI!47hfJ^==Qe{B~HKq zI|Y|(%^>0n9PdlrM4Nx{)Tp|zmP^rKx28FIuVN@$BT$b^_iTPbH2>$T!{i?OoNPu+ zES_ka$D|bJngn{9}*# ziq(vlj;pBnxP{{ji9RDa3#^N)fOEKk8RB_Lzi7lNcp$fC`7b%tdq*Q-SwWSF0Mbnd z*oE_tz9#8N+ORPp<)@^(z_m=66XpvrdbLK(k`35!rcu;VsJ(mBV+|k-%HQL*NPIym zW!u)y>OvlW*1RcN1n@UDJ-9%UKL|Lkqh#vtl5SyvD=7wUrIg}MZ^ZIUZiB==1!N1F zFcU}K#K|i@KZbr=?Zm4qm-$m)nw>>197=mlP-3TwHvS=py)XLl?M9S6dNED(5YY|E!2`$C<3Wz4`^bpj>tDY$Y&qncJs|@MT5Ec&NoVH$nD|?n;dv^5CEr zISjK69sb^PxTMJoaPbS1%G%pO>ypfjZy^%enLtm07|ry$_Fp;8QMic&`~3{atBZY; zFXDf_A};jzybAYwiQZKQHLh(5eHnxa z{N4kvxbg3Dej6B&CA?GR9hUm5rH!{emJ0tk6Fi%sx7BpA4~Ic=Bv>+M^%NCb+VX3t zseC}Z@u)jq6f+A?~;Tmb&h6~5bluB#Tq=)ryeFc%U>Qlu(NV}K-`O> zKYe6u#J0nJ!6$??q&Gzj6E)ATDy)08YuFU%S&v#!V++b3G|+Re)mi0CBVR}$IBTpc0`ibFoN*&`*jjM+Ph94LOUZf={9>zKmR_3bYaX3<_~H7hZl) zqJ;PGVF+%YR>4YQ7JX;XyN9;=GXcb*d)wJ?B4{^2zY0-g`}?(w`W17I-c!+H+~~Uz zO|33p$}Wg#Ak5U;pd^N%?xf7gNK4%MlrJT0qVnBTDyE+-|XX1@Y>R51{#9*Tq6>(?ad zKAPbxbkEw0EHPQHY#?RRN1*0ye-t)K9{#P!!1Bk6H7T}__I=fbAA0pkclfl24l}(a zMD!mNixAN%4N>_RgK?1!3ooT$|8pP-;hJ$CRgm`lQHZE;1>R)Ci>&G+Lz!Y5Ch%%* zL;0fz0MtM3nElC!n-jMq`G8pO7dO4i9|k}GFVn?vTi5-b+Go(B!zIG4BUH)4a`pvz zUXsMg?Xxl4h$r24r1S7X&w2^b;g_5>SJ+<>nOPQQ%0_HSl~|ww`P>V5Zj>K$P&DNK zBls|+%d8R5Z`ctrtUr>dar7BL-N%dnTrwn^LVQZG=IlVwWvv$|VFgMK%xBk1JX$gBg^2h~ zB1HZtGb`E?8GH0$c6e!=#aL2@rFiHsH&Hy=-+Y{klYQr(O*9=ygQD_uNRyiz?r;I7 zYm|g0Uo}vDo*EKKeogTtieJG;={gJlCQPv1itHmUWOq#F#GS*0H=_;fuDh+V{#K&( z4O?Qe4>bGiy*hakIBdHNHyUC&sY3DH7Pu-jT7-Y-n)1av*-F*Wf3`t|s=EfpY|&#$ zA0nYc%@&|WhH6mC{O+bA`o;ls$?@33QGUGdKY-c41ul0-oo=0czs0>XKmGNIGccP)tzdIAM1~+1)R1?UkI|h2*(KEHu?gt#>z)RlE#H*N9VHW7db+ zVBAnQU;QneGXS_uiOS(%mLp~<&-2ag86Tv`+%b=-!tVbe>;J>=ZoginZAT5A&kRu} zqjZX(1c`cdB6Esf?sl+yhF*@D)PLy--aaZ3b!ArSCMNDSFlmNNJ`y%y?Uo5LBxJ8! zxuy6yTTb=#0yu$0f;E*Ny=rQ2U8yR>Xb zeDB9ElhF#^a9*>}YsP?Z2(IQGn}b6~*qag{AYu;W_i|F!=PWLSYo4$(SmG$b=6Qq> zeER(ds;{z*6>ph0%Rbu_-fNt{|8UTke%SgXJyP4FNC0wkq@r=ai0~s#D()pPJ=+-n zQjpn5WYLuz(j#3?5Ua6;POKEEQAoif+4UFK6oSM^tbiH>RRgJfuw3*gdDd4sKh}dl zl<9py+f!de4ZWe~eSyG;BqcI+o}uu2^nR7#M*UIyQS;dtiq(C%EmwlecLm}`7;pVa zX_N-akgU$`teOEr82C!yChR;a61hnG{DT$he{7mThs^0qI z84%=~vN#4{cz`iM4)%~)CGm?V^^86jg0%a=Nv#_G&`pm#%xthvgNkmmH|%yJ)gi6L zDv>&BIrK>DDpz`Hx$L7jj2q~Y?50yGaY2FWu_T`y`xUIGP|xnGhJG&ZvT&cV_YLk( z4b(N41Rtc?G7MX7`aCx>eq0lR*YS7m-*K0eG-*Olvy;9~huImmD<&lNTknm3x(*?< z11f+2z;_?_`VNZM&3DM1-}WHO6)_f)eV9Izvvn5nxBYJ7%O=dQEvu!Rw=CGYPYU3S zI#Y{UvMans#=_sbbz-wq>OM^(qe7ASrcet0Jau|%7<@w6IhCp$JqUR(7e@Z~lzbaH zKD_h9^QH+)F|KM45HRb%m=*fK#C%#b9;_RiAe5w5ilX$HsZk=unP?l|S60ATy~`3< z6P3=%d^=_|mHqW|Y5m}Z1kuerh%R#36nau8tIWRK5&8|eRPZ8(`d{{{frocy@O&k( zN%$?0gtm||d!<=?RJaQ!nmqNy&8-aC6Z(>H3Ch$lSU^}HG4NoAuv4huKx>V3v=bYEaQ!j^zl5+%nxWjp0;E&}nlAB)?qxE6~(Z1&`5ZgQdVHywJk- zEcMRUrEr2v^WS{W=7154{9(cz2~a#h`(-Z9r|zWAVNnlNZ(bLLix?ERP>B3Gpdnj+ zv)87n?b06*+tzqxrE;i(z z7WCjP^KT3~xTUDD)W&?KEJqH#*H9^6pHznP8&<@H{J*LI{?`wN9Whgb5#2zTiVF>s znQ(us3y3#{PX$E0yfx?k$uUpH@iq>YCaefrAqeeLtu>pFa&7Z?%oMi@7}z~-Mi7~D zbn2_qy3}E;D`3Lyksz&U3>LwVwIu5!hj!GLys>M*Uz0Hzm*u-b_zQIXo@5nhR>2E1rBV#Hc5XY$^!>6Camf{ z$Xd>*JB-`&g>N`3iy+EcbNoRHKHxxZm)Hv-m$yOiB6;MEPp;!eV4H!!>P(xs?Ejew z@mY3}20}ReC!Vrr-iM*ADA!-F1z2o0Ei&$Nk?zJmDwElom8w8Y-<(neHGL?BE6Nb+ zh|bj_=xbhX2@+MQbigj$<7dg3u4Fdi$Th`shP$y~d&QA$rhr%OrhO4bA|4>U_NQZC zy|8Q)1*?rT0xE{N!C7o9X~i|FN?- zgw}8$t-~sPlgB1TY4Fm>coEa3vYA^-3(ib=_4k14vs=9$^)l6{`Y+)KjS@MEH4}bH znbJPoeg*g}&!DK2Yw&cvn{8+vvB}z>(Hgh;jdf;YF5i#oT{{A~Y7F}lW72An$uCv7 zWGf5d>a>>d?FpBbWDnTZ`Tp^CxG;UIM1qj}R^_|k4I|f00l809QvUu$kl}E@L{|eQ zjhGFLciUQvdGu@5SL-SilT3TQ^3yx4S_g?X{ z>a8A>Na!zkU-G<1EqajwP$G=I zF^ar1VZvt>3TQ2DpJEutiv{+)jLsgQ2RSfI;{?Pl?=Jhg6!wN21x5S#o4vG&myJr%{CXUT;~29YlL1C zAjEwqeEZvz#721zmh;Z&Rt@85rgJ^C)t2=gF8_G8A{(j~s*VZxG=>f7(uvuhCIkCo z^^cIY0243Qt+B2Sv$@d}3Zh&hqMZsQatKwjq zK#q$ip_0#C4<^nZuPo$!=t>Z@58*;U( z%k>b9wo?oRLuZ#5)@^XdZ{T2^&~xFV{k?iOqT*YozcKVm>sIoXwYq6|?*St&IVeM3 za?`nrUMi9*0fVrbBIUFS_S`aD8$^GeFGswiHrC_IAObzqpGhP7-99GWAM7toVmQ|3 zL-iTn2PEi)drN_yru=SF1$K!FlUalg*L5ni)J}`WS{6A|nelfc%lz6GP8}+E7=$N{ z{xMXACt}$_S#DUq5o1m>%OKDu;HBAWXK^YYC2WR8K1*q-yytCl98NF}*AoNru`^k? zwg@yWGAv^SHXy?DVT-4geE6}DwXW)pOPSCaGrHFwqU93E$31fWUe=oL97gev>8;tC zU#aiXBSS~}lY560isZAY6%upqoY9&L&6)E7`v^Trg+}kPJEcSlJBME&&QWO?JZm#VVD_#-EUeCP4`6+ z0+?O4UZOd1Er518lE82qdx8Xrm$olu{lQsL-1k$El^s8=LEdxLL@e|qh5*_W0J-_FV;rxqVU%Gsl))FX4y`* zYfw7xw_yJlS%7-&A>lnDt}?P2~+qH+!v_`=Go{n zHEhoDH6BueQG928zT^#Z=l{W>H<==DuC^QEv`v;_x06lKdmI@=Oujf9Waq{THZ^6& zCqhK4Wq#sK``A$d)SSv0C@)zoh8Iqvj#A~guVHyvhdlMg$=}bY3eU3F+XOE?3;3-> zH+?CmVTx9l{Ob^(v@tI%QxPgU(ftqR$T7wq=d)EVf*J( zevmGIo$UK2qGI>)x2Q+$=59Is)PMChrw437q<`}bI;as2-z9UrUbn~%3eYykWyvXC zwL<#l8~G-?x1vZp=vZv2DG&mARM%eOTKSNCMk8{1suUo=w{xbW3u{@Jpm{+1&(*ZD zNGi4$=6GKwhHL2tV|ISN8PL8SDzKd7AwZECtr`3$1X=K$ei%S zG+3LxsR?dBScon)v5mF`(?Tr0kHAsicP%f-xI9tPUR&NJ_iW7f$z4sz7P4_bPxZnSIr22Bo@Ukkz1O<)Q0z)#2@PWL!|nnL%@FL_mg`Y<5o^>LJq{NDXgG{=9{^$L*M!iRf$Zw@ zpVJ)C@u43aPi7z}%9YyQfRWF)1r;;kQiVON3H)nN zrXkNdo}qr1yqaAFj-4+F^b6K=HL{DC`zUhOkse=Mgz>bMnEmrKcIYRAfMbs>37seAL?_tO3svk^V@p= z?XpIK_*3BoR=c{YqMw1dXrp@Qrpk2?7<_<_rX2ssRG=la!~FS)#JpT&W#wHqR>7T( zw(m?~yKBsoydsnxk98rZhAw`95s)0}o`14|TL~bKpL!?tH3o=a&nxzb!M3$F2m@k? zwN8)0-_3})k(?K{(k4G+Qcz(@v8aE5RT-p2h3O!Y`)p^7?*Ht(g^)R55-0=OFC0-j z1sui@n;>T($&eiZs9`8EMLnPzFz*IZN9(?IdygYK?X75j=!8-&SU_iEvQb5WC6oH` zs*!`qNebx^@1hZvc1n8XY^69a;dHh)4|b#dfODvu!FZe-jU8yEd$p@3%+9{m4}&L} zwKNOMZ%2aMYLSQ=(2+wUGH5W^LE93ueNVD>OE3`Mc4`D1&UbF8mv(yjcGR~tj>*3U z?huQ%`LN-LzmmrWc}gi4C=MT`1@K_0KML%jJd{|l|3FMzSawXU726VyDowC`H^1t6 zO6u9TUuSh~7<1?Os=s&%Zdg>DvZL2`6WV-6=&qx+*@#0AwcOiTlXe=`nZIdMnEImU z^2Bp@3PFcJ1g}+prjgjSqLGI%0M+QgzB)|ZxluQHsqp4;pjXoO4lBmbzAWx1lf(rn z9Lm1(8UPRdcDv^yD$TvkTEb63yLCD1EwC#Nt9===5-ZVQQ4cG}l)hmX70+insJY<9 zuMx*bt+LX-v6=29TpO(#$dozjMp&<8MkjkiO25cfgz8dQAQ$qBMf8`a&y+~+{ndGbUbgMnQsSQD++PB|(YCM@yOA(9LI7q{Mf^R+opt!3 z9o`ycqUn}DZ$f*8h4t)=D(lroH5v3i7u;GB*S@3iB#iY+HCJsKP)2^zTbbxBI}b5J zHVp&QakTpTQ;1p;oz#%&V`cJ$^u4O7$z7B9~GD6~^1*OiwZ zNOdhmS=_~C4nY>xBg^4jwHe<7m_UVOIWy$E62g8_o5pd0AzZ1X_mVI&!3DvyBG>IU z%-pKY2jpse&>kfavk(q!t`evR+779hY}_Z_^P3RIMzhBDs~p{EdbIs8=|r|aPMfmwMWb=R}5+xBS|1g=NxC8Y@^M0vw`5btiE8DsM^&L6|-f0mo&}l{C{?b^_@K`~T z*vw{&g+XfG)N|+{8!cu!6JNW6z;kX2^G5Zqtoz&rW+Xm_#-^0ip5})WR@b8LPy=>xFd4+Cc&X~@rtN(hw zJPqMUMIBhLjn+p`y`H;G`Carjxj}guShZDgPHhC(Tl~dzQdTbx5|{wu!dJ4FduJ89 zGvo)VhZQt5#CsdX!yqa6zTM78b70^_0h4Ke{N^&Q6Ygi+{aA|llm_RiEl)smzXs#C zCogiaBTTa309axuSxDruZ(zcx?^t2Ptf*VQ$3DEs=_F4qp1-_uqb(jxk)GI2C;GgS z5Sb1uU8qN1>Guawn&fj~EU9IzlmMhs)?dRjjqvsg8zzS)i`l;y9F zUIdS}xKye3JC+S;(N(eah5e-FXZdjTy5Nd!>#m3hN+-yU!FhDhS)x5<3F|f6tXWHi zKG7?=FqowaHPSasQ7NUyGSt!qkk-UMjw~%DF*Z1EMQPXVF}Ix4GgSG$@rMu-2kezD4Qn@+NuwYf$jQO`nElOwR|Oi6~=a z`;1Mor%30PV7sL1N?q)d9bMv<%nW)k!4Iq42b!U`9xMA*bo*mLL#8Er-%W+l=t71yl2+MLMibst)o6Dm)fMS z6e%fT2<$NY;`X&CfOdJU6%|zOqqtOz;`=vhu9++66m8_4R;qKPvaB8PZlP}gTa>lp zvK>C)bHNLW%~66%RzHQ!t03wYaT(1A*5M#ny6rF+TA=<@+z7`?W3)_7@GjYVtFa_K zHrJXkAshN73?ErSPnqlVd?tR1}h6rAO%DYEfPg3`+RIiQu6QG_$gTD7dkR z;I+P%+vH;B1{+TDhhSkC@{>8cHF<^bJL=8!fdSJyoJNq2%xaxHEEU1jPZXwBb;Q0H zFm;0Cpey7Usa3=jnx7}qy01)bJ%7VhLuZxUGIQ61<}TcmB3)i<*8xF}P@`xJ|Ju5S&}#Z6>>+&nX{F1h*P4RYUep|@bWha#p0TlOYO*q z!b689Z(-NzzI-DmPB#|>EyDw;m(7DFN&1_Q;AP^#reO?*^v-+ycTtz#@_d~FMs|-u zKo8?6Zs7MBC*=8NeFiR2)puXIfEueI^jyh@h6QJ&2eRhobK7Jkh?d@a`bm|NDDgGl zRooCGvoZz4U6VUG$|O$0ybavSP0w-r@9 znnwny>zYmZBU=F5`e^SJBD$~GQyf&0i-$DCyv+J}^7}qS=ipYZF@_T8g%Q@*C zvjUgOTQcie<@*F?`>G4|D|zD^jQEYwq|Q$on!wW_#mRr%2-_Wj560a0ZAp@vb>;14 z9G7`$5Ro6~9+Yx2J1%j=g9Pg*;Fcv26yXERY-kdLJ_alz_$Y%9 zHIP1%hUN(@$dkTV_yUN?Gmx>&iu__O^IX`wIR=h2L#JwqB&yM-k9H;1E3Q!m;j3+j zJ(z}c^hX>-3_SNUq>%h;8TijSp;7iK z{w|CP_1`tyPXf;T-^;?N1HKUO{_y`l4Y!)PtL!$S|aTQ74h*S{482 z<`bzv5`X4zxu{sV-PK?rB6%G_Kb^rlxVpa)S9_ods(0bJ+Nk4y+4wj2bS`f8Nfm*1 zz-P=}{=8hfpKy7yKM=BE;e{ce*LDd1oa4zCyRfke6YzTe+xwrN{6ho{fP1zy_Yd`) zi{9AQcPv|C$k4x^MOtGWoEE>;nXs;Q+WVrdci{jc!bx4qqs{lY@~vt=HQ~(W0@ZS0pZ}n>E(KNP1ta1f2JZ+#mH!!t&el zb@<=GD0!g(pex(Wd5-M5zi+b_vH!R1@|(Q}mN(uXu8>?@oavpbJj{Nh5qaL)ygV+U z=pR09-kf#Ve7p{$RE9YO;TfzszyceMQ2b*b&)nBqdfpi;-`~?_+y*3Y93Nc>U295i z&us2r;+KZE-$^i#xpT=n{(VAuaaR{yho)8sAI^Uj1ap3+1KR>(8IJO$%j#9`1$581 zvnfy{(*XN~u!~Q{(U$~(QDuNT0&X+uKm^siAUu2xgsZgGG2LuM9NxU4VE2x^V~OPX zeQi8RfXOKTDpL+balO2{(*LhAD$Di=Mx%xrxWO9bgu?qxzueN@{DVgmVSeK*;AeN< zq(+4FD%8PMOn+J7@Sj_~H{Gb+ZrvRltosNB&qn$o$d9C`D(63oUUhwuzO=k!yOt9d zzDob!@A>K0V71H$QfvB@>pXHiUs`_I27Lp7kacRS4R@J>Rt;R!@Y}-4R$Q+kd@t_B zg<;&}9eZQFJ)HLEuFm|-g1N%1oOi!<0 zpXaHvVf_47C(_^RTB-;&pPgsBdj2a88hS5V+%Nvu#Dogh0=F978F{_+f?U7%i3a;^ zND+$gCEJtm#M+ly?)Ntz<27)j<3*IOS5m02F7nKvu@ zO|kMQW`|}%NCkd(#4}za!{g~y78a^NJxVYE#~ZXJ=XS%buN_GB+pr`ZGAPrem))F? zZ?2cku|G{udqKX~Jv}=gOucVNOb)x&X7K(=H)=(n*U5t8LRJh=TMaF|yG+=BnKU4n zx?9t~h}cZoGrhJvn!c@p`lp8Vmv9>l%075*ld1Ik8Ur@*3eQ&HW2bl#HPfFLZvahZ zNc5csXuT6{%udQ?YX(bL!06i-%b`xw6^C_ibrz6itLa!SEpVf)(&I!-y-^i}!vlGw zt1bDx;x?{m9NE142rqTx{;v_S86Q7kN>ei7otYAww$G)peL~vdYXp2HKihq!wb}9D zQ;BWZE8URSW;uL&^+d27qmN14>2jhDihEYT+Cq}t?{&-d8b;xy<@i;P?J^s&-*P#f zf4FN+JImU%g~;bROP<94kD%UZrIQ;6zF-K^!LC<3T8<#}De)DV5BsJtz_uSQ{Q{Rk z51z%i#f_yHTy-8For+i9z9r-z(2Oe#NqbC#aKJZtM6cBbMKAck7hG%vNPl#2Hm+1H zt{h*9=CC@gj2<5V!SiQF1%lo0{mZbc=&!4wAjWQf(7U3>{qUv-igo)dvBANokRg1Q zMYCzqDkccj|ERV+b{c{E74A?=RxNYgv;8Wf-x*{yH=ty2reW3_M=E}|EmP$;3i$1q zSIIiBp}$)r_3qd0;yW4AYjb(&(KHUA*Qkfm{hH@|xl`)~`U!pPhwa9T69wE0qKoXP z*q^U(qxd$WR}*UuQ3F6*Q1;{HNzC%=0*I#I@CxBRIhVhidNnCA&L2WRmp2dlRp7w8c6v~V%NOH;ai7sr!5mVl_{SyeV^B%=c97z&t%R-@ z=7FTL7w^a`cz(osN<66Wsk{kO*f?&`Q(_^Xp;t8TRz#XmRvm`-$p7=wKT!fLHoEV| z=^J`&UaN>?ip9YDVjpDP&9@R6HezB{bw4xU_UO*WkVjkh;RNVX<_H#={5 z&6aM2e`mxf@eKBL*fCQNUCQjxyDIR6Wn`->tbe8>-QWlCfL7h-P6o`n8zJ>Z&F2UW z>>1aU{$lF^VL8y2AYEt4iVW-t-fuB}coQ7(CEW*yQ(XF+q7{rZvP}X%MO*^&Y3HK zlN{<~;P}t&_rMl4EP$qh*P_0ygd+cW=O`cipJjQo>$AqgUiA=j+Im9^=s;j=+Y5&^ z+VKJJ$CLZe!icMT+-#75a}V`URI9m50H{XQzXJL0DUD~uzIitpt*#O&_6&ZypOLKoa6V()^K zrX}QeD$x49Ib$fyN=-Cpmz);yBz1hJ&?IGbTDOxJbaTdIzjyqXHKhe~PP@W>O!MhA zKgtE9Y(+;DZhp9sfrF%C{ zHXQ$BtktB+ikBNO)60bYs;CaCJLAczLa_msGztnDgQ#Pkt}D3B6Ks&Bge>?tL$SW)gptD_#m_IMtqwm7XXy{sIRDBT%mF>{Ha16`bL*|P#?xi9 zfHxuxqltfu`3nBg>UJ%Lquu9HG^qG^hXSJnbMdV~AW6^eljN4(P^#;0N-sG*1U1)3 zjql?i&`AF`P2kt(N(Jf?HVMQ#ocUk@Q%?pB7)bvS?}RU31f2PMNPA$%&MVK6n!yu5 zn}mPIX*)RUiwy?vx;+ZfJ#ABMH}mD)=;rty8z`xk!gs_WBy-Lcd&E>c{ZHBZIjnL| zGp!HDkm3Ek%5T(WS4H$)P5FWd-!DYr&G;hecWd&OMD%@ay)ZXi&!1n8RkmAcU$4Ac z`kIz?v|LgZ4FW48Ir}rI)DVP~Ki+3mz~<}ED6wzg`49`UG|aqliIRYoD)-4h?#q+x zyO<|J`WnO}40Ox=mirJZijRaKcyX!CH70^X!%Bvg5CpL$TGRyIa4ra}f~V(iJ3RJx zCN%Wn(NeaYv0A=>NVG_%z$&xxTGJvUxn~9akly>!5Qp?Aj-z8j6GRyW-^NUaeu~Md zRF2FJfv1a8Fl>eZl{x`ir*#-cZ|%32a_$XamCbnyaNvl?fqSpBe$E_||LsH$CnHXN zXtx7}uxE1qiN5vGJku`HU}&HIV>y5p(kv!xGNhfU^6%l!w?yAGTjXF1#64%(gCdNr zBiU^;)BZH^RfBXEyK*5}D@9#jut^6GcY|DvANSEnGA9J6jEqHQZkleY~tB3>!*cq?-+5*8uwa9Ee-p%usBzwR!73m{qT*_q0E zBQ-W&_{X!^>;hwwUuzAE`EApfS_}4*0U#;i0VKq%koTrq^VcZu&VS8ZAiCYnjmRW0 z##2Us?Ia=e+?2OE_lV9wN+1*^25@@wq0g;wiVe8)io&4*bmIEd{6{&X=GEr1M|HBRhdaN! z<==GI2*o85CPv2@ZN=p4}`P>d@&|6-CX9TC!U5#E4t{GtI_^<06Iff=y}Kc)feQf zTIAGp)}vkZT!Vuya%|fu7PknudkXq}dmfkcb^_k7f|grs8nTI9bUW%yp^#+jxmGGodU{T`rbyC7S!I%|F0?ntG9)O*8%Yz)VHT3$PE(**ElD3>Ur zSDKK*q`@TLI>mpm>H4_Y73XwtR)&a9<>;!oC;6xBn}Z>e))v^?*=}%&qc|PKn zVbVdM(k0CBs-v~DlFQlcH+Y{0*=acai-+0r@@eHS?#I=1m4?J@5Ld2K1g4=oJUqT2 zNudNE6B8`=db&yY4l`YgyY-|oeZOHbHrN}(Z>{oSF2x`O6woq(x#F9gZ=SD4D=yjx z?94JtOXk94D~X-EQt`LzvtS>{in^N0<{%+vufosog&EnkBB!~Un0+o}TKyJzj(9lPo)lBrELa+?w{ZQY zBh;X;&U*#H8gkN*Bjxpnbp>H5vjd>oQtOr_4LUwXL%Q+(lZpevP{P7zAZSx7h+^+; z=YFcUn@AJX*J+=u*SnLk3yl^gN*g#?w`+{g3=h4YN>2tbUxqr(Os`CRXSV1|gL7hB z4u?+JWJSZ;#wdv$%L&fnw;g-vgg-W+IK?kHMUqR^ROVe-DDKqG8-MDxQ0slj*n8+Y zRLt^I6|_iM>WyfU@fy{+B!-_5Z@^V$&MP*CRZFm$Lp%*C=8in8 z!?#KsQUO-rimh;z1v+E}nU z*vB}iid|mC;X1o8HE;L%l?g1!r4fHy z{nPQcs?oq!mmgAWs}@dkNk(ki$dAc&uiFq-NZ$+f&wk~xoaAjWx@#?YLPoBnxPc?C zL0H?h2W$O2KdW2?$NIim&vBVksp&BDFenY6E#7yaIbbv?qTZNn0a!asfDaLu zONHN)aQ44tt7@sw&Xt9ASTTz-2C_YpOwC8eXK9Ov9oGTEFzwQJT#N-PZTJ!M?}#5n?V&qZM7S@=3uD`HUz*+T)#hh8v|+TpUVjsXkTxh1lQEuQ#vo z`O_jz#3wuHejjNKy9Z_ydw!P7`kJtI#FF=+$>o!7U@VPTxk)5cp(!x}mEokcWpdzx zmu;V1vut6jqOLcdB=lNY*0#Ddb2(DCtZ^A_#o5#~KKuW*Zp$pchg25rD`r!fOLo%n zKB!hb(3#p!cE?vzSV5Zyt&C0cH2nM7ayL*&>z{+CkWRMWWok%JbEs1;`VeLL{9w9K zGD`WlQ@a^Xs$iY0e-B6tJUmU13;G8vtdaWRCT)RhBkKCJFx=9|;q}@K!o6`|>@4;0 zAXL8$fN{U(rR;7lku5yZ{-`^^2C?d{Y^9$bS0my7!_E5trJD{@8p%U;ijb+JjBdbC zy6M2@LfhlwhQZ@|A#ij4FDd_=iGyv9lBtk{t8!3hdkb;98Zmg58ld(1&;Gu%y4sSq z>=jsbuqE^#j()x3C!Q6Py^Fvrsn`@#SKZC_rUa42ejGl`;(nP_7S}qTs2Z=R2El4q zd~0_Y{ZlrxK6ox3TUoW|YtNVql?++M&-;E3DmzU}qSj#;X*M=2w#l(Z^1mUjHxIqnwmv2`)c|dM7ZsVq8>>YRVCd0B+Njutcy!e`} z_C)&k$uG|gYQ3{&A7I(59>_9547Ip1p+^C8pDPy^Y(st4zj@bN56PQtnzqIJXKlHu zkiw!cCUz+!kFCYIv#ESwj~=#z3mV48XTyIwNC3t(pL2>g(D+M7+sRevi0LkT$FcMibuyvkC71#R~p%S#JzZ- zg%RGtsp2QNNiryuiO`1FFtlvLG3b(Z26<^WU%RVSFH$v@tGqS>yPw2nct$={Yzr3v zx~>e+YR|2XBk^2^7p*4iN+5t{yzJV=$gS)Q@V-|r_JS2r!*MaOVB=RSEv4HUuQ&&r z;^OiBx`iW@YY+^FuH zXyfCQy6iGq+R`hfMu+@=c;|^_YBR(9o5?UEvBLmb?c3nu8zG?i$rdAU$!1;mSWSeJ zlM}cbb}SUwMj#XCb@{m57wh-2?{3>3tjFTf7lN&By26LmoggO&&)9hbOn=RSEutU6 zARVWXDd!7V-Hz)MFQmmgDoW?`=L1l}S0X~5Y@<5n-Si5&$N;yh41jpOBKyx7L`XXU z%pcWBb3^}h9vnC#cR|fUi1@*orQ=eXm;Sm49&QVZrEM zv~I`7cjgvgj2?|-|sBT zKofC>@%^;l>fd}x1$c>Gp^HMsuR5z(%iA`iCO4et=eTvQPmemU=%Xl=WUCny(>1hn zLqp6q=!z_soERl5PhR%Dk&6kg@k*R7y~|S53BjuxQQB%}yVaZ)2AxRDQmE}9CR_2@ z96l;Lm6S2iXHW4SKV2WvC-9Sgkg@a35!Q2 z2rlDEi)Rw!=fX5DMqV~PHI?108o3J=qvNvG<&Jy&nmTCcLEx?ZtgG9~mg?_QtG7F3{v zLTNP1-Vu9zjx^jK>hx}$%b`V)OT((JS2cU%`61f#P<#2Rex*L%P^!PHiT^)*y>(QZ zU6kmJyO!dT0xeqHy+vEJlop2|#ogT{6fMQQNTC#W2@o8LQ``v@x1b?Nxb&U--aFsS z-0z>PWMw^e&VKgU^4n*3R+RwIl~&p*jQzZLp3>mmwQA;3z~*1K3)~+H_+uO{Rx=P~ zd;9i5)of8@wkA>3S1H@}{?M9|8RCMLb!yTqOfw7nT~OCUkW*mjAe@(Ug*a<_`%qAzEH%nceK_YJdkI2tVblvx7E@eIBidU1>@Mz`I$=Gg#$=oV zmVxaSqUPF=(zIH<=u|ckGSZcFelMWfW`kQUPHVDvQEE63cI%bbr2|z_r*>b|ow&Tr zM#tCAVXluhNbMf8X`@YA+fB&=|FR!2L z&1icOGMV%TS19?JyalA+MC|?DC7p*p^>3qq5xdNqJ6W21p=PEn@42Dh8tao6TR2B` z%Jmy(45*_*+>?`&%S{ywPWd|erDhaNCpwsf-e+nHp;&J++iz2zcX>KxAs%83PdfP&FRYW=vJC=cY zbyFf3J6l)?DUF52orQ8@)RHYDv0gd+&B?yld0EUDUKU|b=Y&KCYkY1bagW4>Q9zMhi2(l_j>UevW(dh0tbQL?!RS$Ug30cFx+#_FC_ zLVal=D~SkSONogqf81XBXTri7ZdOyW*nYar=dnzpYHya>f#rLC$)8)sS%{pvp?m82 z9y+AMYPMW(zn~(I{z${?cG>q=frp}dX*lPv)CAnuMfWwj}^%Wox zeGfdJVA5TBdOL&bip~5*GncDA-op~2rdve9e|hbA%#;vD??eGwg4z`M4q`fQ#O1KK z+;GVwHdmW|=B4y4Z)N|C8;t1ac5tDrPU^h#HjoHX5W8qjx?H8)uJ!asE^e(gQxAAB zO7Dvx?@2h4u8pVoErjdt&Np4=x(h%fD#pT6io;(;98#WT`)wzyaR#O=EKJr8CJ%^? z#h4{1<;I1FQ~$NDPbEw@3m_!zR$I4?B@#b8hQmiZ@A*DG+SX@dmkOeW+EPl+`B(bf z(-f

-kr8{#x1)b*6@Pm$wclXAO4$I?p64U5~09uft=iskxu$7Ho56PbE1oy^UBt zAKN;ax3a1^(x`GHG%x-O5PlPBnVI5b$y|W?<(vk^a34%D@s|cN93mna(lZ`jO(y>K>JCVTeXD>^`RDzHk zZQv3duBn6&ESBrIf^e9~sG929WZ`9i5(; z=~`{Piax42f0)5M?eLo6{ogLJsN11E(r<$c-*l`fW7~SACaoK$x4Dk-!rt5qvOTeS zKf{#;9f|3;G3A#zPS>OLrhl0!O=MZ^_vyP|OfiqJ(krVQ5ejaw1yi;UnS`v5S)^sv zG*%phOTl#F7;#)_k=Y`HCi*&y@|gIdBkB0%k5`##`^9s{GvELch{9A07`Yr`SFoskpJ$ zfF91gyT_eTJ#fUbZ#N|!fxMQ$(E)POtExdL-lXKS90rSSTr8^p7LU2l;(JeT!PzZS z=!5<8{mx3fZ6ssUigmoIg(-VlNlliH$QsePCf)U9>GC35x|rMZp|IxIUdS8=d{dI< z;W}FcwO;+VjeSzF-#ult+Ax!2ec}!4w`tx`4Odd5aq?S3=L$r2ESW|ctE}&T1a7QEf zom#OmO2VK|vvcbRHsIpx(7wW+SD2i&@b?|A@uCD0jy8=dc`Zl#bIv)oz->5hB@H|4 zGqX(E<`T=>)O+%-+yX#5y_YVE=Xf8|6atJscmy21L6k-EAE|YFEBd7^{3lPDM^(7H z-eJlav%4XZosr)M{nossQawjJMdo4DDX>r|DI-JK;=|>o5NU=@@)g(S7?`pXpi{|V zUg$ftg6e-4wYfg|a2IiDf5)o6`z3FO!3)LkvW#SPN$dA`v}*HG8H$EI5{28_sjOLB z5Q&e6s){(}=&8M!obJQxp5JbB2Hm4{#G3RZT(Cg|Hm=*o>MudfQj@xg@n+zkarQ$~Fi&ALOF9`bapa+hKc!pWGdf^X_EG9IWl@ z?mS7ts4L9%Bfr+1P$d~TzK@Vn2)@>%!urho%}PTY!%_PFOKo6f`?aj-ncZ4&zxmnL z$t+@XeO!ig4Zkk$OJ)Zj&nodaFfh&G`Yyux_YA1#pBO}7RbaxFV;g)goSwm zzv;IY-gMl~jES^TSl!TQeDv{42kRH}qbgh&okvFs^E3ODo@5xWspb=#&-1^R;)mB7 z4lbanQPX4saML>j5Z=kF8yyo3%x`%gixs5jEi=iRx)|*uAwqtMyzc`0{(}=Y=nJ1kj@O=N$ zZ_cP>clN8-)zcQslb=V5mc704j8iv+!2s0JhTts$&r$v)LeBhZv%_zzu<3|_&H>+) z@vzys#_s*|2b%u-xd(UU?AEW!LctI7{w%Qpe<&w72Y$5*QKFC;sk|7#ns!yfwLyJ+ zzzfypD~48qB!JjTh+pjg$v*w{)Xjp5DHb6Bi*%CfUCe{>!f%`*^!IH(v!^ZLkm$J} zZ{qrn8xH@wMcN_SRgHQ66Y#{&yg3v${NTlX{+Bcg#SO|JN&jzvni(+SpFe&uO^d&%$F2Sj z6f&eE_{5kB(aFSiag?^ifE)aoX!1K8weBlTvXH{RM)|*!DlaCzVRsxr<0ogN?x4){ zxXsz!dD?225-^amu??(ahbiE&R!C$YY%{=s^QdWF&4dC~Pw(NTD{0&z{rPgx&AEFy z(8_^LwRs-gK7d?t`H{=IxvCiC{(IS;_^{OmFuAgkW^y{9OQ~6j>ECF{{~p1p_%qT+ z0BzG-0Lnvu+ZIGZ9#ehP0qCYBM$!^M&Ka!fJng-(OM4FWAw`H8S@A@q}?~(=0{$H-naQzmlLc8AMVP~pyx3H6LzP@XKr1qtkPET91eZ&Yf-J<)L z>KiEYbva~9pC-QgZ_*IO9f3R6%^NJ6k8&B&dYvQ~D1%q;xPSpD*T)2u>k)!ytG2pl z{u452_-4hb_sy=1FTo=*h~*0qs_!}eit^vi`;Yv}gfvS0*E#%0As(`R`F|erSg8B& zeE;V!x40fWkTY8^P{@B1=)c(H57aI`*1M`7VD$g#V2s!9bmC~4|I?9XG9mxZD?ZBn zf02QIe$H$BKPgUGBQNaWe=cJNG?|}x?EX`P`^Y_m!C|t02ckEy|9GVWwk$Agx>+pq zPp!#++|xYqzo(QZN{7K^9_}@-&$E`m5^Vo5URHFjyU(ug*3_B*FFz_25+D2@_cw?- zb@u|w^Uss#pwgO8urvQVbklf`Y~{Z{{_|Y?|4c!?(i-ZW$WAt)m0AWy7_kh&4g3WA zK)8*7m>cQk?TAoDB8ND+Bj%dgaUV`<1{!j-SYkJWMq>F(mc=(I(lK zuX6R#w;YRisyF8@0}>|V;HM>H9{R}LSw4Q$-*0I_A|Ocry4hJq@R;BoXs}0$o2R#S28D=3$PVQB7vie_VviC1c8ECnmy!^n6E7eJdSe#|KEoOdY}7mQ5ffg39QAFo#;DA2jLC~5s0{dmuQ z+F5*wZ&!YvB(1twC8@rM6tRX(1L>8!EfqXqKQb4~D$tecVzq%fl?OrJhBWp9S+D&u z-z@Ir)x{px>Cjts2K^{DzHpbuQu03|bDqe9mxwN0(E8BCidtj0U8}|m?+v=}ntGE8 zOP?~eO_7H%(+)N{+u_-%JXsfM2MQrm3J0jp}uj#hT40J`=Q2*v-y+8xn)Ua7QzO5c2i^H41~}b2)b{ z@9-Z6l6E|t4D|ej+!HMW<={NvBcKT^h~vBlKum{~VCc&V%gehFm%KxWtcThK>1)2k zEf~NHo^ctEwcynD9pw$-B3sTCLb#jm6uB(F^y@hO9_M_AlMnSfyLN#A9u^9Yq^hs2 zsy%y#@7QcSPk3(4JuQtc)haBO3q>6{mc9Evr1S2+vc_35IRQzS-V4Y?I7v1C)M^7; zuLi*Sn1LYxqidsYED?XjSA4A6R1VrpHqaG}iroV~X~!H!{QFvOXhoU8KNkenWnW^-C^^d6y~hh3 z%`tk0Qdw_&h&~+``D?U9?i7-@7_{+86PuYO4^wL?FL-O*{-xbb)KqcjbfHLhDy#8f zXf^3utZq%YgwU>&cHF9Cd$l&HeSBa9gkCdzi0Sc`-B3wh#Q-xSL0&Jf|)|DGxOWUdlM(1?Tp*SP1G0s-p0bgt|?cc0XG> z%;Kc%8Gi_7AfUqE31rC)t8~eQOA$y1Tv79GeDSsRJ0a9XuBn(H3>xs=(qN@pn+uDI z*C9{Gj6IhEoR2lZCWy0~8~FT8T8{|Bg&vY!vi1(Rp1IV4124h-B=H9s*c+_19y1jW zlA~GLsI4V4_C9NZ9UjzwF67*+L0dO)LMR~-2naaa?vz8g@~*)m-sXfKm6wdF?l$OQ ztuWzyXIu*MWGs^@w``4yW!EC;@W(DhY{$NmRMKfo=COO6A4N%L+*|-Di?DqJPzLe5 z?P@i|8ODfi+8fMx3LYaxsRA|;3Af)Xv$o`pdF>cJ_P`(-7p(Icwu4>TK~{uN{~BFU zMDKCr9#Kh7=v1CG^XV}h0>tw2e_*&CHV7(R4Qn;!y*!}oOqV)u=fFr5Ksvb zMb3C3dza02^PR0%u&Z5Ej1zZR*QY1%*DtM(gRu>+UT}4Lt&dkZhHPb}c~!tfEPHJR zdIlP0@S9fd&SPIF6Y%0tlqb0rgHn zWS*YB%~3C<=Py*Qe~mYaYAAL7*dz)ycJcD=e#^YR7k41AB6@+Z)3t@33wk&YTYCYV zy$lOf^O(5lmzaoWfM*J#bBi6k^Y*(uul_UzM!CQ38ptGy2th|}wD+Y5bXluI=^2Zt zGW2ypy=s${@8!-;uoDMtRLBry$?^6hxxHs3h2z zohzz=@ETOks2ExEB;dKXw+81JI_gF`%lI}T)?%wotay`5c z+k)9=ggr~ruAbN%6Yvlk1H6Jc+|_n+n};4Pel?x1G(uyevejmCTrP$TPvm%X*4zC(J#kyf-CS3)AV zlMv$`!VIvZDxD$JHao1jNV45X(FsX6`JH2_XJv*i@{peG#j&v86dM@03RD7KvAEsS zRK9q@*bpniLu>bJ{3$47|cVQe9 zJhlA~YC)6=3Mt7Ki#OfFFR@wEj$fBQFZff;TIXei)ige5c7BS1%-$znY<-RLp15IZ>nzM##@na&LGdh)#^J1#NfOYq%qB0Z*K zB4@!tC0TY;)rzC=Ply}wz$l$#yIH#UH?M7#@iKbNH&j7bNtiK(PsTUBLOBVe`dPq+^*FW)vPaT~bgP{&8F?EQe|I*;Up4}FHX=R4uzO_j`Qe(~3BB8~+uEDf3? zRo}T@F6gVN&N;;0oz}|^7c0JzDU=gUtGcICMU4yNd3vCM;_)`0 zAt^=z7RCd~17AW7AStU=&5kQR>u5@wOrG}>oAhG|12YT>Q>xH;oWVPz0JUTnLM@2m z%HWr)vi(oX$~>Di^2u3ON9&q0ZrojFfuN>S8ZpiRzS{x9U&1UK46`^9ziZ z`9bcdc^UWRIk64#O4L))-xzC0~khOHBS!`F&*;R0tNJp&qI)8SNP7 za|iB?QdCy*{vtWhZx#lTo$QZsJ-7DL zbWDtpJLENy4h^{(^`)g8`4Qe*s(_`}g5QcA@Lu>Mh$>j(>a407t@V3nhvXZzIW&P2 zwJ!-R=D=eCt%5IK9MXAJC8!3*U(fgaYOcFR75tY4;J#R6;dr0a-%#-Q#*1=EX_5H1 zVDnJA`J`_@WIg5hbG9YR1z+CUsCf1SsL|WmVOD9PfMXRwGSXzX12+Pjk#@+y3agLC zF9^D{(wj;-r`;P|;rZ*PW=qYqFP&vAC((|bkhB1TPfl2U3G+)@MzQH%KyGE0rnq1{ z#3*jhQq{7odn&EJ;Q`t&)@pDwzU<4Y^`6gV$+Av^taf~|i9e5Hn!zCppl8MA~}STwy*^nUMLf zJtS#|MTkeyyEa_oay@GZF$gaiBCxv)#?=Hr7}a^ks^-wrD*qT zj#A=-_lR9yOw@A&3}3xx4`=Mp1uw&H<8pLc4Bj7&+>zcGTdliO39kWyecA~~PP=^N z@mn)!Th-~K)P)tK(1O3@?Q$3spHMYRoW3g>v ztT!UB8yTW~D!L9oT^$Wq^e!WD&VOxAmL|>{u6M&pb<=~707tKpof+x#hsBG{t~^i^ zQDiFv5b!HlZcsH`-$+jWGb>t7+!ud;zQ(-D?#)j>;FBx4300&7t-#)^I*MKT!R-VG zetwK6L;;cQnqRM%3wRXUp_t%B1^bn0Q(>xSBA%?;M{l1FsGA2aG+P+-(6zkTTsx!j z$%kKezX{yjh7#zUvo89x7ilV zlA!A*zAMRm3UMsywq`KyROMBKz%%a~H3(e1yvTxh@-i%Ri85e6Mh zka|z`$cnB-9Au*!;P3s0tI|r%@kZK!@~LK)2)8w^1J^Y-NXsSdW06y#>!$CX+n1SN z-9|bqfqOSxAgtvwAm6F8dk6~@s6JlLrI@C{2F>SzDe@~gu^i(o|x-WMv7@(UtkNU5;pX==$$Yg3Ok9B0Gw!1dYH@G zFHYyhM(GB;jrCrC`UJ3urY$VpLYD^xgkn4dnTIbi7gb19s4yzZraeD{9`lBmOSf&=z z{bWa`Cv``&ywLolU;Agi+xpK6Iq8lylHR^+eA3agW@~= zWhOIDr=g;P#78I)SG-Oko9qV;@7@lR4vg_JLYKqXVmT&Yla%W$yBlK}gkrYdgMneD zv`TWvk?w=RiTG8QpQ!fuK9*9HehQ=GW+&*-zm>aT+?Z0tksu~i^reJls7{&I}BfLzdOzSL*I5{(oE8=XY|-U z71eQ@CH%8C2o!A$E~x7lHun4->!WcR#qoAo_%Pmep#G|-#zN(pqairF&>&$wePawO z36*MUoE%XiJ<$AdZa!j>e5&I{#P#x_Iw zEG2K2te%-|Y0KA%Yd=O9C>QRS73~@aQ7(uz|21WBrMI6%t2`hKW?9f!r6eL%cNYT)ym{*x*2v z$DTwwC`~5+qMDz};&74%56*pLl2(?QHTUW!eaRO^@v>H~dv+XyvA=%qlPbI(GwnPU zSWD7|(BBjl_D5p7GHiDD^Kx9~&{J08LG9!(A=j!6F@nJf^jSU2bSXa^PrhyAvX9opu`V+an{MTPc)AKY zzWkW6`Qe}k0gBUY$2tM6Ck9RadxwgaYPr>Jz%`0Vj?x zU&hD;+hZJ5D47e3=vTdEaH_mp*S*c+y(PWeieR0^H{)VCJ85Ez8gvAC1#imry(1mq zvJb>J-LtP-y$Iqo`?v2h|{2izY-cN5ooEf<= zRF&bjUA<1x7w{dJ9>KgKL;*D#i*{r*4BL~)!-_W$d5qJ5&%s!q=fSQrPjmwq399YH z-&=IQUm~Q76Uo}z{1d6+a)m{U3Ykown?lK0PRa%L^dGcD*4SJr*h;P?6iV))r_y0Z=VP6A zzi)Tr-o%kiY#Sq;H`8XYW`AHai(+5L$b9=_Nah;FN+%gtREosOMiMQSurgf{_-R-! z+2B1!xTAIm9Z0X&PC6od0RA_s4(l5{4{FWpU2@B9K4sI$>oVMK>0`{1Ai#F0YD#yZ zvwra=Nb{jf|9kU-@pX>m!=mR14w%JzM*Vi*+}+)-uQAi)Jy4|RFe}0fVh)g2i!{GX zZKRs;7U>Re^$```kviNq&Iz#GynW{u^SQ+zIiWyMI0fPy2l5*Mpa0d%uQ3B?D3`U>${o;GtWn3j?j;rY15HgSvRdzZv@Sa6GyrU>u7z)CZs+_ zhAAU1v9Q55b|Rk#E$6uI^dn`^FcmzM>1h`ZxABn)w>&Kud)mDD@u%T<8Di?_1ltD_ zM{+TBH@9gScuVKkQB%j%#XF$}5c%x|Ym`B>SUi$qjb7swa>YM+Ui;GJ=gqvIcCu<* zY%^7AY*fQQB4hYa1$J1g{gfQC`{_|wTX@@`0mf+>)Nxq4X`A_6`*Stq;!b%<`Eb&z zR_3J>UH{^Y;T@N`D&yy0a92S|w3LJQrogwtXMoxPaod6Ol0V8ny^IOm^MLj_9uB=X z*V_bVgsRXd8^pv#8)sGDm8uP|evIe)5xZBn#MG@t#F%#~@^K01kT4?ZTP}{#<_b9H z!8tJyk~WJ98k7v14LC1$pma5#W(5s951jZCzi6tkCvm! z4YOIgICj^E{g;`-clWyX`aghCyX}4$r<993&5@%>99z5CKS>e_r<8caCj?zR1`k59 zMxdMeP14-*!rFHJv~!*os;1Fp|bqZF#~2=G`V@#U@Gf5yAMkKCrhA z>U5evE1=#rps=&2rG$@m0@>kFD86#)A?S!Z*@V?bJ5PS>f7BrU0}SojJbfiv=uq?0 z#gEPpnHOMBalEJO(yE7(gBaD9KG>Y8fx+bG2&eT+(@FWohaV^z(LL|*s$AwNa)=DZ zJJumX*tgBl$xAA_FLfnsv@U!Fb48!S#8h*2yR4AdvcMRBn%X!*=+8qA0|fYfrCZ6h z;+L!ax$@mk&v?z@v$|hFXcTcxJixvYvUCyOmp6o&5pg0F6Xw%6-l>H&l*cV$X~N@+ zdj~x)z$#AeP=vpTNd%9dBl|vw;j|Gc$FX$7CmM;>n%`^U@@tSd^swH$c0;=D)iMF$ z^RJrZ_IW9Q(Ip#VC6$jrxiq$pDwSIc=BK~3wEC&vbT`5mYE;)^(civ0?;xuVw80s= zJkW6od9M;3-x3juwLNsn4H+jCKCBD0tnJ>sM{P9H0ObdmU%#;cSQu$VLsIg$W9|BW z)G&0?F|1}h*l3Z;1Jmn9^)ec7{;juU<=leC>)?=0@?aUAxRRoy&;-OI|#31zc{ zlTx7M+Ou_i^niJ35tlCNAPm8PJTyzfVIA-9yu`6@H)<`4;Dgk?0Ojdq?jDKImq;(i zx1Qg8Q`&XExYl8C40q~ji{rD1?ld$^#m6*CIw|-k-RoehvX-u*%y7U3*IfjHXJuMg zt8l0XyfzLtx19k}s7}|OAv)enUzbFCeqQsrqV<~>#E_5RYn`4)&O~)|_0$W8?A;$U z7ZK2MMTd$(qSrVw=d;j*?n7jf_2p^Xe$S(bQSvCS#@ez;DmeX+uA^?5@2P(da!9J1 zdrLwqQ1$c7vg6Qf;6|cq7Vr*4od0|}xv@m>m!Ib|vuP8I$dPcJxtRGD4mz7zWADBK zj2Cftq~c4Mjf8kE2N&AH+P}&bB{J@E>fK%?2)01J?*=A!gswgevMBerph)b z`QY2}yw?Xhy|(NM+rItuQN8e68nZW5D5^PgsHaLI(Dewzde1v!=rwAw zt+RY}{h6N5mUVNTJ7xaogLhFDMJ>PJY|x&E4RH+C9d-d-7rwq!TDgi{zB8plj*H$Z)hq?`F zf?TA{BD7vz%+FGhiF^#SFqKq!@1o58hdWEuU|Avg<`Qb$Hy4ZKOL5FzM?|L#l-Sh0 zd#DnXXFuU|taOPlGoPNMCpz@L${m`sR)Io~@=s_id5l3%G}5l5xo&KTJM2WCqKEcx zwyS>@ZFXecc;NUL`-7wyW;?cB_=j6kF)sXzV?{ivUrGI|bE4v?o6!zi4N7C3Oc+I1x@a4@FWd=qt>(Jg|Cig)6o5`LAe?FpKWwRs z#-s*bs@`rh4BWYF>Cj%{vHJsf1nw*NWOJxbUY2*io6*$e=R=haxcR2jB%KbJrC92J zFjUNuG?Zwgm0>fY@mbY`-7ikdxeq)5!IAFKYn5Q;Ms8TMUs-w z&v{0Vkr)wiX}Y5i5PcDs*nqoFA@e>EyEV&Q&7S9&Cev#r*rbX3Fe28wlphU~IAlXf z?7j4+B;A{_E-GTb*MKO_0aIt}Dx#w$Hn~0RvZ*xRC`*eUJ0#`v)0jyeYbf$nJrkq0 zTlY`5KITF~t*U2iv_66C8G;*sXR|KtmK)RqM@jjZ1-uKUmGq=jE{f1lSl1r3BUvT{>qi&;bNnr zg3(2co?f4t7Znu^)xXztO>}0abry&uy^XgrObD0{cpol-TS8jHLyCZZ918bAXJ%Zk zdOz>tOe)`%ZQs$SFldz?q=k3RVbZH*RV)07pGi5lAg%JJFs|%$d)66(ENiiA>>1$m zub%)Y;q^defoucv5aw#G^=Azk7O?0XqQma@iS4bzMdVhL15G$-;UZ%*5KX&}x{er} zkocg(q|P87TW{Y0Kw2Ds`i)~0`ExAo9RyuNVGgpE5`Fd)`l&%CS?I_mQs#DA%SwFf|UYa=Wq-gVY`+>MW$L5uQNplk3L0vP)wI=GSX*UHD5av$wLb7|sb(#3o^#SR znQbCqfu-ki)&pI5SccxStuM9R|5_XLm{kt!z?xuh^jD7WqkneXh`pSdYZjC3E$aG)`1tN@iB$f3gY37&Nv-{VShk-G4yS3L(7;qg z&`vv?;xQi=E)7O_JwXnIrfqpNuS{9-{GgHZzUdB?lm{%t@4hj)OeJzogO`7eeIwt0 z@92Dq@>TmSL-*F3kf>0c-WS*fO4gL=cjO?R!eQZxXY90??KC~-zqrEtV%(UEtfy5l z#*9wF-mWq_Kh}-lI`;{QEXxC;8=J;R+o zT%I_|PE`9HK*}5MTRA7&fGL|M@ppp?bs!C6=68qu(aHMP0n4KN6atRw17qVke1aWf zM3<)KUNS_(SaB(550NH)@DS^v+!fIRIYAz$+d8ivCv{4}M`!S3(F5LxTTz3>o*G`G zR=sc1hB@V?y4kG$58EzF`&2|N94-{_Bu*$Jn1pS8&~Mj5xh$)&=1$)Z<_%`#?t=GHUloLzHQkYKfaf=$<` z>3e@#k#J5sG)DqEqC64oP5~R4jqtuj66sa#sQ9ycK~((AQ0Y)5KZKobu{EEKg92+mw*bwv+V0b{E!32*UwGSx%n$Sp zPla226oPMuVZ72|*Rssb;RFgLSk(6R-ma5l{8!eKopg%CZkoM?{i|c0MhssYnn@(3 zb#V8;@!sn^Zr@}*pTlepdUZqpC%OLhu!wkpvFr0j&Nh6^sy;)*B*9ME)diI+XH$Sq zk_v&zbU7g%KKDlamx%2e1Gj`Wcfkt#)9!Y>iYB7&EMo=HmKX081$m?Z5h=L_ zR|;i}50)Q82kyMWu!?z`^Aeu8X;DE*m79Gn4nx(=WhZ7LM~7c%iq~-p4cyrOSawN0 z?lC6NEB9OubsikTLFiR9!`t{&E9Nnt&xQ=IpYEJ}FmRkF3Og()m_=F>0J+(n0DIE?GxU(I`POM$%3bz=zWpiukZScBk}hc_5P zT=EyQQzHeQ>&(mV20=MJSA>1ePQo=}cp4XxvOl)JLR$RoF~G(T-6TLyceq(Z3m0^A zp_5@OE;tqETV`y4MbrRU4yYAw=u*b!!Z}Y<^ zDeJYL7OMs1v2{*Na?LG+DBIHL6RRO0eV(9r;eXQ7j^S;PvCNH=+V3Zu7CLEGzag@N ze-bM6JKpEFViNy+_v4B#Ze~iqD?Es0JvZzv>Gj!Dk|#gQWS^!69E8mzS(%rdFh333 zSymf3{t_`?+*F7?@5w>hJ|Lo`EiYd>PFb6+pAc6S7;A&yz0Ml$U5VdQ&%6s?4Q!tY z)NQ2A1%_`-tx@A=p%^A&n6BS2ObQ+C@TpFHwh-DUE&Q`og*(<91wFx(uV*uO+hMOkKf&lgl6gZM&a{B=l6I-c9)xJuAMq9mh);&=QmP$TA&Mm_; zM>h<~omycpjOc@QHe4{}u!IzzJS*e(39|NieWGSR%rKTpjycnhx6RsLXjoBzcXhe2 zX0JCifgPHFG9GCu#_OG|%Lo}vL;qE}>=2o}T9_f@h|#2#EE`Ly#B<8+XE$IY+23C4 zI24sZxSai0T>}O;QIrmHS6Ea{0J%%t&NlKcT2p&?DpZHMxaRmzP08 z3}X(`5BIGD+Qh?s3yvAkERKMInQNQm36I4yq$^YCjgRSuk}(_mo8C#4Qs>JyPCUC~ z?P@bF!}jmUVT6KwHmtKKw=2DgO?Uol9z#r+&W7nn4y)p1Y(YijaACTLfTkx#Oy|EW zz+hJCGcl$or(>@}E86p@I=_ixTX{LkUI1GUCv63+1!db+HM`x=X=%Ei@la&-2n2r> z5cTUJyT9!STaXGC@5f?$dKe#(7)#GI_vJ>1WO-D;*|~}%yrkPslX3UOe*}W5I$!}V za;8{g#|d&@D_tPlk;u9`=vfhlf4-UFqRkQ2DGdj^`!_Chc2ypf#OgH%M5W>iQ|oh0uH!(DEm8f_sX$Du$QJ zUQ&Z;pa`Gk%3c1g3n{~#rJKRm=t2W_dzefQrUS6%)mzu(;_G2C+Jtb&*VYS@n5^*L zjr|qvZZWC5UrO_19RvePFFKt_42bdD!)d8IjD2-IQfm$r+eVn`?a#$m?eq7Jviz8z z_z@5HL;l7lqG(h+ypbFe$osj%EzVFYo&=myXFM93-+A|!JrJ4e4^ec8526sf!i_`d zu`Q7tgR$7#5y&mndUT?L)+*s+v_EEIx%wwL!ApPK;=YzQ%3maHMR-2oMrLbq@_o1; zfJ+c-8fJ&PN&Ma#ww@dKC&(QCh^Uo>;YOb<%gQc>y}!a4eVI{wlLJ{7OjT{eQ1W6h z)*Y4ZHCafm(LGql(@~L&yAoW8qYkT=e>=Nf+oWz@Xy+!H0sAu7^wG4Gvoiu{#-UmE zQ`6^^LLRi)v%vZN=m^?ugGO`-&CmUg*fDPV-WIG7F1Fqcg9A`#n4A%d@GJqe#>pk# zLXMT77e76+y{bL@--(xeYteq+#NGRY%>G`;`&%RTN6FT9V!4v%-%9-gKG`14wVd1p zwn>P~TDGT2Yhd8Tudk3Qad=n@nct@-=vP(%Z^5l`U&26^M1E3a(mdo$i~~4p#=>R4 zCq|+t##gc^zR@3;@9C)&t&}n2bV@aeOL?4ZMr#5MnW1+f+ocWVK5|I`a z^(EzDs1v97ilUo7-~~eLdpFEgLsrX9i|@|bms{{kxH`1Oh0(RHLH5}}&ph2WMgLjA zy*Yu&Cx-~%!K!pM{lgF02j)WgP@0n?T!bC5b;$?o?8ehhhdXB$N;#(2{V9Pv^mKI}e z85mfM##ElG)HF8CEyy$|b$50X75BRiyc{!Mku}-@3nIm>n&E{ug&| z85P&EwF~1A2!SNH21r7H03o=0*n!|~O@QD|)3^n9k`N?laHr93+$Fec1C2NCG~QhH zIXnBj=aun&_m2DPGWy4=wThA{RkNO|IZGST{Dx=*_}a{%!`)~On5_f!+(;Oavv_E< zMpO)cWZEAdm4CXZffI4^^h*XTvHs(PgxvG*Cv*IJX;v5J3vSB8fP3R$#V_4ZUpo^Z zYT9_aD0jicQfC0F<$rUI?|V^BEd5T&rwDnZG9l8q9bepHx`>;B57Xk%f9B2-n{mVO zwkiWb|3mb#NFM3DzMJHZa0AzAhx5kWi?BO}S~*Z`Du|*!#|2>KbB*U={jIMMo!nE7 zw!G)NYu$zRj)?b|;Q(issOwYbherx}q6RIdIt-FC3q^Q)G!a*2a-oEJnyT4F46Fh>xk<@oZQAF>B3CCAD0f=2HmTLw zciE}Y{zMvQbjah~O8S$@4S^~#b%ozWpBPks8xGf-s#Bl3&|aG_UP~?<&;#4vzC~n4 zt;X*ZW7x!uL|a8RC(U8}ie8A&^!k=zhp3+lRzQ0fZI8`WK{CkoCrSkjyE*VU#Xlv- zTIiebnLGSaq&w>tbk ztJPB1ET&8GK6pk4?+ffrRZeybsQ@Ls(!}e5B7er;53^{?IbvG6O9n4JFrceNaFY8? zmrZ9ZK#Ghgt%V)!1ErK0KCLd?rdz7tsY}66^lR7fg>Oa+-F}LHYeZ5aU z-5q{!J~@twlvKOIICX!N=dLA_7X1z` zd8-OecLJsS($<0-`?W| zxJy3!n}~lC;LnE@?9W&qe^cZ?ehDMTdh*}jy8s}5IOon&Y)}0kv;X}Z#`<##9<_bH zZV4lQntzE?pc!gtVyy{%@n1>En{h$ucIQM*a_@f_mfyXK3pzZ1s`j5)@MlNTNuS@l z>K#p7Tszqvqh9=7*Y5}SkT3s~@&8=MQNaHz|5GJ2j+-Ny zZ~Om;&#E1&VJ&9it^Y%@6CbN(jeHo(+s64q{u9&glNay~p#!tV)N?92a+Kjh9x>+| zP?XJbY{;FgYlnCd?0bF)M@6E;!8F*YaPPmZLGuy0pE&BgWqE2Mw_cF}@bQVm^HuST zrC>7ubs2z<3ZCVE<$hM*a(c^i)Dvau=I&qp22cM-LHOgpcLV)DlD5EYzI*@BED?8M zmsWqRj^&+sQl$;WAUl>iekat_``wmGS}rT{qFJf`(%!Hl20lJWJE*a-F-Y$CzDZf# zC#otG$eW$#AvKh-FQWk=l6IKOvEm5Wg&5$!Qh6ogZPp}D5=C;nZcHNO=ys{aN7b%p zME7c8&65&B(`}>Zg*QAc$KLZ5j$At5bzeSXo1)tsH+jtzI_mY*y9jazPV@$HhmfZ`u=|UQhR;LWYYv~2aT2xj3&G<1 zws@pk(pD-q#iovlSD@I14oS`KT)EPX1-mm7QmuK4EedovEk>c$Gi8r#(Z#fwRACoL0OuD;?Q) zb!CaY=e`EbT<}D1ud(xUsLBGLk3l6jVU8?esBb!MH*8k?L3tHps30QCQ*6uZDr$G z@sEv)T2C^@UUkn*VizOOXWoJ3?Ha8~z=29ddWRmeG4R>;V*kTw5F?NrZv zHI{jcuop9^O#oSM;A1tq5znw`(c5!5o&OxoP2x)rF(2K7S0$1d<=H0>8~4O94cP~c zJG)!DHYg|Up8VT@qQS-|D&Co%ZcRE!<=)>1X%PSr>#SGw%&gNh z{z{$}^d}78<#H0^YpkX-l>=Mc7Vxs*wOg-G?#{8`b>Y4N#Wh*#dkfjuqEENP&sB;> z#0UJs&*{dblQ-j|U4}=tlolvynA1r#b1iV+Y`_K)cCA-?Ld?> z7!Z?sQTzzr(@#U=qf~HG;*4PvS)5z`u*+cG7kJ@W+7$-sP9g}_etlkaW&-Yif1on} z;!Bj7b95n<*(ysC=B8=jUN0V)+~g$Jon?EovWaiz#j0%heoaf`<^|p|AlNb`1C3eT zDemcYL(dhU#{Qe*E)6&0#UIIRK4Zq$9ON#tHd{$`hixldY>!QB%H}@lgg21?n>J*};t+*|Y)RcZ8!u2tZp@R}5;~X5 zUF03j{4_VZ_;!S+-T21`3rKX2Rqz+K@F7XyOH75SXGIO$I*op$qQKyza?&mb(ycH- z=DC^R=+&jixjo^L!+|ZDO;aR5P}FA`*(PxDQx0S^(EGUJgIDdCXWCu7H132%?@IQi_S8VpKvB*Oz~KEJWb7;AHR8MU1_kXtIMxa>)epyS%L|g>OIxOfbIDU&)*tRdL zFzUdhFywM;*LxUzmzT?<>o3w;7y{9X`XF^7Yu4TKNc#Ozq0PxSiOvi{klwi zdh$xfbxtz1g`nDzIsozrb;ws7+9)hsacv;rJ8nOh#U>>J4+0y%ebmJ%nRA7pync2H z+(a|Fe))!@F|WqR82FS=6>&6vR#SN$;c`~|Su~ZZ{LEV%U7NoA?30c5{?~uAl)|Wp z$TgwwhvS#SU(D~0zUDII4yq`tSNmiA@U1j8@T*(2yyGp15XZ0hHU%WaH$W3h*f(u$ zcPz%XdQ@b*k#r<6TBd(U1Kj)l3|ZAe*Y@^R?{WsZm9~xz3gN#3DU)mV!d&fOS-|{+^2|ba`d<9*9##xQaTTJi$~;Mg6H_acrcVGQi1?BRnUcM z0)9$WNg!yAs2|3$YvV(2@Jr~_VX>`XJGTv{rlN9>_~0WK2^2de@bSP)^%`GTrQlpQav`2ll9!#^r!+Bb?T=SME}vp6 z4xl|&Sf;k;m|5iZDZSRlIcFYdY*^+6vkZ1|o%$XmcJjA7M@8(S9I7UMBByVO=4X7~ zinS)cJ$Xc+8C&pRYvk#au9T=t^{>cP^b!drtc?kmqeOLStR-8TTlZ%#=@S5tbR&2A z14qjB?21^PuY|UBlt{Vqylf$ zIGfA!NRaUB<$zyD#aB_}y`MF8V853cL(x+X)c&j+1vzJzNn7KrknBee6o<~ehp9vE zk^_?S)5jJITdPaQw+@UVsB~H|iI-r98y0>n{?WOf7LAyYn7*!7lfCRHo`u1EFx=8) zohya6l?~FTn?AfWk^y1VQFdUZu~U+%k2t9xE=)tBzOZhvkYO9g6YHDfS;y3*S%#8G z3FZvYv__P&9>8*h_Z@4#KQ@luoAK@4Z-4mQ3dA1d@A?O^ktMjm0eF0mMfFmkn-CyeWqI)H2H|=Fb@q95pA&S23A0WiiE1PmB?O>MS$9 zmMvdQze?r&Ao0Qb^$@%f$2T$tIy_Bb<$wz(+jV~!I2+2y z$8gDfB)j%9rxn9~_e@jE-ueJL;36fB2h-Hm$p0?Palm;y;!6z2#fD{NjN~6=UH@E; z{+@u`(MQQ%@^(D23H49tG-T+x4{fEz@^1T>WQx%e{Q&A>X?5#vx(gv%{&_zwWbO;H zg%=P^b*SD7)QF}DQeA>xeAYdtBI^mWTdfP^w>r)y7}X+GEa|XJ=%z|G+(a2p3maY@s2@$* z@uh;nUB*}!o?zx+FZru76#os z^5VqS=IC1D^SBe^cN~TrWtn0dClWL|GnUt1?99)+FF0vbx!;Z8fgWk#x8WbT%^=g| z!ApMf>rxW^U;Rs@S|?`+)P;W#VA!gqrqLZGu0EpX=)96X)hoZ) zjL)Sj(SfN`HMjC0D{-h;Wy!`;TMrebmr zy`+9rcKK-FDtg__WqyLO;}1DEyu{L7%p_;~#PY#ueRVVdh)3sPk8Ll@!i>lsJd5^CsUIQO|ErkC3~d#K zkxX|bd)%AJF&&D~T}Gp*gPs1qNc<*{wClt44W0cG->MG9RPjcML8c%7wloBY$QY{~ z=a2>&I{Z+>=hXXgI5aC)p|%{J{3?T6M1^e%M`~gf4PQU(hK*yW4~_9Q)9wff~hVG3}r-7#rBTwRBTua+_R}o z!cMhniSC%LN{)$}hiAn&8@#e&x34fsJm{UH()B{N_V)V4{D$Y3%X|ELj7m@P+t8NxN@PpZZwa3IUC0f%odQ55au@HbIOF3N-pDpBJ=Sq_8u6{Y4 zLnD#_g9?4x)b)LO%WB02gz>h+k_%a2|2(=ruSc(vY(y55hmEWS1`mu#>sF1!w#Ceb`%|XKI=@ncDdD{v)4UB$@PxRH^(Z z6H>C5h2&ObqDK%t_&=crcM3O+ID!2st6I-+s7cbRJ+UU#79k_YVTR>&l5=O)SX+2T zFXns=50B5@shq!ML!Uxg&WTbO+S95;%&eimHZifx`+Aa?o&K~o&l7zb4P5}+;*kvg zaJNfJ2!HDR7&2Kb;JZd+-y$d@JrM;!gfC{Gm*x$0P_w{I+LlQsl@b|r-V8moXx5Eg z?JXMQ3!GX(a0Yfh6=0*`_EKt(QF{PNdt=)n_S!EkvY1O}RZKy?24H#WKyIihj2D7b1FU&%kCM49-=C zKHWX|_FQ78qmw!g(Hu+|*dnDh1--Z&v&B07$VWAc$A^J%ylI);oDXal6(8Pw@>y^= z?tY8PZzty&+PM{%4zYjTNbxYRRWr)TYtchE9CovJ($k>ox-D&{cp)s}2EME^AO z8T{SL?MP@Tzb@FneH`M3``#ZUr!eq&#~ClZDm8~^kGSV8LnbMp$=bWBL+J<1ts+s& zW3>#=X+zmP9Y7bNw=Eru`(|qJbKKHkF|i(LdqsP?qru)p{2o6!mc8NP;OcxM*5?ar zF)#J%i2)cJb$fDb{`aT4y~WGxkI)TIWxRQ~L7_}uA0|0QKC!%WK7tA)MC;K5 zORzxCb9X-C$9#<2VAAK%YZeNJKuM(?$PxJ3GrF|W*hl==SFaw<}8PGh>Bkum|td$-wq^6rl_g*$!}Wn)6vR-e5ob^uS|;`u)G7EdZXrQ?#i?$U9O8 zm5g&Rhs(y}DT{t_S<%FDsyQT3(u>tmNOc_Zhu3iet?4MWsocqtYBe*zZ*qYbTH=$) zct%fbAjR~X>MkQXWE2e*MwRBnB(=u7$G{iB^aB@f9GpM`Km2nW%C_bj|EQno(Km9 zP3XsCEPfuFu_w`A!Ii-IGdyb;s6%tZK_yq(CBcrnK?@Y`?w@nDpzZ8_S~cob>xzeX`>HO2Tl|k< zBZtEETejHIe!6z2JySpG)u$D;q5OIv{177Q14|^-Ttk><56KxtNfN~mIOl*`yj89G z^7NnbH|u96{3pD1v}dvM%fX9B=3@-xV#gT4{{4Owql&VzWJacCpfyqjB?P!Ryft7Z zVSG=Fnfs*+9Ae6PZxVcy<2=s+fppk{v>tH@hId6aX#}trbK-poX0Ff=%`X?hKT=zy zPBYE^3!V<9tMZoj&Pctm5nR)q0jI@kEJT z`bhoYeI;P1EUyuam9us$pRC zLTW%>r#rR8cGSNpH!~P67c{A8& z#s?@0-M|bl4>Hv{Hqw61E zpz;Q&{sR4V3gU<5Y#Y@IXvL=A8HMK;%i++tqO2j5!djmd+FPe5W?k&?q zVz9`h{>^pGKd;m*$bTa<%cFL^O`*1Q{az8mqx|*dv9yC%QD`?vO-438iH2s7@tV)oA>;F7l+i?R34@j`lW1@ zj1}hw_#wPsAHTas;a+QFwaLl(MC@_rHn4g7(^|A(oZAjwMT$D2&oqlC z&~JgKRODPB15f%5n}Wp0da~nv6rwKeal2ndkaXf@#??jh1!|et8#VWVO%4)qWryJm z^v0_elEkOM{Id~fNkO!DJ=-1HT#oVziVYUN(cA}rAW3UvM$3$MHPD7WIXTtYqF<~e zjvsZqt(>&O5X5N@+XCGON&I*wv{gSx69PsTr;d$uP_m36!*ju~-Sxeva1-=9Q{*XX zSpId!ieWP(oGKWCH{g-pX{7XF4tw_k)btD^lyD}*>RRrV>_@xWi~fE`cUl0H(L0VJ zvT(@I*ql1ZY1f*OGh|RgTc5*xW5s#}|20yN(cRsd%YFZmY5d1RTGUJ>CRs}|gF9{_ zYw@8iDd71>Xb3TL@OKXE;f8*?Pwh%|*WJ2_?Wn@L)k#|8?vTF*T3fkc*^ zrv~{oRTy-wVJV+A%a)UN_AzYoQJd$_$qTWAB`~dsSG1p1VhYpQke}{UVBgAr`)c@5 z@{m+8T)7P3?-2Uvjm-%9=lxv@^^m2dLH^P9$w!N{(AE^_rGJf8!K9lLN5t!Z5#@+Y zmG9&+oG}sU3z4fGqi~_HSsvW}*>w~EfD`eNS<@DeIsciv@HzQ0Hn7rxqb=1Enfb=^ ziC&OB*)jHYaj+MvbfBEb^W!Szr(OrDnb+)0ELLy*Ah*rF#gzgoBvCRgUp9CnmXyqaG_)Uk%n{b> zTo<-(x3=>7d}yIc@g`I4UKbt?(=^Mhlg^h!q5AQ6QqRWGGuano-pRa^T{Pj)sd8!< z>M|PocIjBK3~0ORGF)T644ZNk2cPB<4`Mi*q3=7v%GSkwre5i|PZOvwc1g>dLXXq+_=@VcJSC1By z!I67NI%@zmp>8<3K{66h8tMgAilEoaG9=!gr(YzTLBv-F3ixR^bw58fD0z~nUk*v5 zlVw=Zsx11&*|vFz3+*MV1=kR-*jc2T+VxpMr5T24cp^hg+suVumlH{eEBL-h zfa)^8U2gxko!S+T5HBdclr6Rjk#xvOK!x^%67;?!J1d5K}$cZx}?=y4mnVyIIQ}t>x#wwP=X1;iJ00W zsTB}@Aow{Wp1k~a!1Ime1zwHyT~+^poTPC8bGcY8!XdZQXeF58mk*j2;f(Hr`GjRH zu20Ik>z}*3zcG*d2ltoNEn+xckW#Qcci0^|PAo-ifjMFS~xioH}Kht%o*= zpMG<26D&W|u!E5#-7wUgsd+qI3y^gNtp;*3jW(sy)kBAaBbOngPtXDNQcBcqdE@S{lRyvT?qUgg zWnXz3XyQtU5d3Y2Ug$=&YNC_7dH~?)r6C>Db!@2vU298!ZCx50$##f6<)mAFaJ^iw z<93QG)in?5_7q+CHxUkahDu}s|Ln(JNnX1w{^@!Kq7CHMuMD=}<91u}luDhWKX)Nj zFr4*MVtI1MU3t`F#$pc~w%@ch#bWw%Va{%NjQs4zb;V70K1)vk@r(F8r&p+`;Ij2n zO!UO`c^R7wJOxpHE_Y;wm~QMRk8M(`?o4v)A=tC9yQE3sAl+g&bm7Dvg%9?uxiNMT z`Y0|>O`sm4<&i^#5Z8gZPmI%AyJ;Xh7F^hsaB;3N;g zY_<=+k96m|1S~thixuy%y{zh*r5|`l^_W09M^+x?txMzleeD(Vx-yTS(q&-`O5lp= z?wI*XEnI%>i}z!-Z@=!$S)wby8tA9m-Fqco_=rt|>>413*F96b({$&+h9Qt)hWNqo z^~sMwn1^T6B7cis7xJxm3JlK=9qq5b-FY%J{gz9q6L#cqlRmUu8)DwvPBNPr=wq=f zVmBXuE)Y!qb0j22YcLW%kwa=z z-u)Of{c>Tu&8JkAzp@T3x{EVTB*{yI>l54}m#>zxxwdttDfW9x=PEslefjKPo$mKk zyHC2yYH>J*6_fk~Fm(${ZRYbD|0o7UR|UOu8O`SO`ZGfzA@%W^PuiwmW__?4Y7fUlf(GgpoMW8s$tpQo!l$}Cg0G}?o;q8FK z^msT&FDIg!0i-t^oAu6S`%uciDtL9GNAInnK;E>sZ}s!x=J*|#okMx+!uTt)>kJ_? zFL;BS!`ETEsgfUiO;Qy@n^en&CCeK%)K@}PqEF%7F-0~8#rV{l$>>h+LtFlC^TkP> z9pT5nlkR25V$&@9hv5Bm9Ff#Zn}M5}kk@9F7!-f!c(G&AGU$nfk9F}RJdo+->M%N) zrm7@H!~C7&=gf<%TU#&m3*aaQ)$f;RXd+nXZ~m2X$HVyeuhbziR_nh~OAL7af6D?| ztMq>;8_hrT85+*NvJy$6J^WXSE&%Oc?L-ri!FE$d^G8IKiA%4SHI($%4=t$wUGA%z zzQhKl&nWb+w`AyV{GW^;Pjwe*W{0q9ygJw~{JYHWdefA5g*p}PS^D=4evxM#&x(Jc zz^i$B?0l~AcP{y+{zMMLGl~-Q|G72)m%3kYC~c71fcU#=G_+SZr1lR8faf%5?gg}7 zEpF!|e}C*F(UbU_FaKM#`@huM|NqST->dNF_lU??ZOXURZKf7WCSVOAT~c@`p+Ml75inqqtXH+Hbr+wsZTTW?%GfR$&!2L|b>CAr*gR#s}=PO!BU1lww@h=5^3?e|R}aNYZx?~RyJ z!pRHno8YHTbJw?Axd{V@zo}28(bklxJaOEU5%;n&7r>haJ(#N2(EOUYq07$U9vvdUrLDm~wjn^&>pOd~SOkicK~ z`Oe8X(e|KB&vXPSNdNH6+DAW3i1L6>{4S?JlO+bTZ)-y@e&T0dhUdJhg5*$3VBU-E zaZR~1Y$tt0$hx}-HT~t)rGi@ zU-bNm17%6ip#F<&KQC$p(S{U)t_IWd5B0cf=4A0~XPe&@_dJ@ySOqplRt=WBDl`~X z1(&mD`%Q*#(%_oo^mRWt!G;uLHIn>EYEkw-H5DC zFIhdafr^ubE|PbOknL-Ai)bHhGPD$V)&Y^DNsdXlOWTEuUUNldlN%4*1p3|wX6fHm zn=$j;)JSUTJqk5Pm0kjYoIK=)TB)qEdJc)WwL?V8)^acF%C_3`Fpn3$o9eF;=bk=j z&bq!HmtJBl_ZHNSQ=ZSAzFOSfFC>`_uI1!Ch;wjxUK-HIkz1^%M<=fQ7peU92 zTR=VnoQ33OJU@UrzitpYWQ%RwChuj5e_N!W%X_wJBkv_=c7Vwqb=zH0!Rn3e2-!)x zCfc0#qS5T>Dv^<1InM^1SyONr-%1x6WtB9P`U>;GP)*hHk{I*;416V(l zrZj%Pouln}Hdh1+jBRvgANfcFJPwLUE6rMZX8M6M-!L)C$71-G^X_+6tZ9{xq^mc! zC-0{mC;9+A~qM%4pHxUv2H=@uAXCjKt?H z0v7D#i**3c+o49&Rvq8$JXxkyJ!;}PlE1mzBOaAZti>YP2J<7l`*JB;-g#>*x|>}% zT^8#Rs{=IIyngf+tBrfR=(iZx-)%^H-qo2!RM6IZxSMxqyoBd+F$Gp%2EUlQ54|)j zvOZvCx|`?8Q{O;kj?>d(vv6vq=h>zJKq#@DsS$#FO}^}NJ-v*B@%UW5(`BVZP($Mr zJoSn^V&934c3*J6HFPRo9BWLo(5NZm>WS?3?(noRIe4?$Do~nq9S+I6DA+#R@UX&f zbo=t|-Nr&s{Z*-(fbUBy?VFq5!|RJ-MRZ4h&%xVC_w|R4UNcDZ8b`kA!?b)AZju<( zq-r5do9ih?S@|&^+sC20Jg`~UQ~W!#awQqL8GVsqpwQlhmd}0D4bvc{RE3VK@i2-+ zyW;yxnmJhZW{d|#pPkjg;95t?(K4qnEVN!4#{9Yza|_g-U!?t zocS}Nu1^50;}r4(LafCg|AW}J7=!MU)`qJ38*dEHuJ*Sr`a6eUh}JiK%)|R^@ zeus5&fNZ2vbAO0s?ar&o)3SJXvc(j)L1YNBQGVGbf+9Dy-+Noet#&kILzrTNudI@( zuY&oCRty9Pgcx`bTB>WuF&R#w%qz?q660-a{0g7W8gM~hZk>Q*trn+`sO~1YL}vv* zJk{4`TkHiO+*`cYrDvpc1gF+(CVtuWH(CZT6(~l;@x9!ZxgNh_ol+1Ln#qvWIx9;o z)ti~Z@Qef2*e}|pDGT_Z?5zTjAj_Nz6eZ$Q_4npuFIE*U5&m0O8QifO7ybUF0lq$f zX7Q$HzH}pNvR}!ZzED4GMtkYW2x%1X6PS$8m;F-XsFyE24O*n-;w>D~cQm>&NJ6qtVCIw1+1>#aFokvw4B7ej%{R)6V-M4=Ww#?t+gEUPR;CVEsrF#+dp8_$o{ z8aWaGpPLJSTQRh3v*@oob`Oc@Nhs46UPu|#!FE$gTgzhRN{K?KdfrjeH|&p$7)5#5 z(wV}Z&e}({^B+v9vor3RCfVS-`GkW$f3_L$p{24?^%Bpeod@sJ>r6K5{!~|oizJnP z)dctfhunN_Cks=Kwmp^LK2Ne^Yi^dMlC2m3JBg@kdoIcwJ`5ClrB~6~wR(9|l;2h#0yWRr=8d~hTY?e5Y zq#4)luE^*X3f_OIf94djVufzUI)uoZP?wKSJQlv4|2)idx$1)?8(rso#XdVT^SniJ zoTSRTOl&UkC4H4*6(tt6e#eP$7g;wdQ(TG4VKT1zXzx<*ydit9dX`a-^1UY^$gdH6 zI%@6nNdz8y)9&JyL06w2qlp;Hfj0w6tcJQ^zWgjR6b>gTz#0w~8=!m3k!LN|l+|w? z`2G-z-D*y-VGmBpsGNJNueGb~u3@O?3<{`w31+8otw;c?V;|OPwy;)y0lxZxU2fJT zqWBg9p3)oSYfiDjfbvYEX@z0v2U!|Sh_L&$rnXR$@Q;qbG4MS=Xt~kKfmc^<9X_6x zmz>t;or;&${*dhkAB$XSdlhwU1yn)<09pesyEci7x8+Fmj7N8@2uXSyIR7r$kI^f) zj1qqs@1f&-RmRo4x@=&A4ln#+&9S zQ5WQqLzu}1(ot8{2B%56#<2_yg4+>Xcr&PyguirQlx$g3$8k7OVwZq*a%bScrXRVj zsYo(mlDE>MGpnl+g#jtB^R+rIdbx8$I75bj+_pW>n|-LpZ^n;*Zg-6cz4 z{TClvYjQ}c{W*LgtP3X8Hnn>`78?mNcDhwst2ixYcXL_b4Vjv;FZB6rFO#?LuOLC_ zYnvXRq`&U0kW5w=&cXNqBZucEJo8S!?AkO>yWtLFKK!0A{#513M(mcY!4usMEX_K= z$@QfAxU;rc{F4VDB3!oxLfolP|kA@A++gLNO42h1#gIT#XYB z(UZa+Je7ll*!Mo8`LjG5v)z{H}!*oc`OXx(0s67M}@W|FTl*+e3 ztqKtFHI}1~Kg(&#d#HQ+mS0RgwJyZ5D^gzZM70XnvmY`BoRB#4_NyRk6jBAmM;Y~4 zlzua!CZq$#-qQ2_)`2qJX+yr+gX6O4!{249MlZSam4pppwz{I%-L#&v!z|v4+Ay&nnjO;9b46dTUwrcMEs||! z!ZhoSX@VC6(un^Fd7!Wozq=w+OU$t?>mrVeT|nmsCJcFRr_hjNH_Nlq(@%}|)NU1> zn?$>n^*iDwUE_2s^kh$jb!ya%A&_Atad|_PysTJpSzR!MKH<-*@)zrX_1`%iek;^b&G+yQaq$?@7#R zKroh8Kr69vbHF8u2O&x6;fUWOd~Jf^_&vNeEQjU|8hCTU>FXPmB-{BnE@4poOd<~d z_gR1lCbT>_6WVt*Nx$AYir4soe;4zr-=GA5_nWI|XtiXI|AnjlKZD<})*g%rpTbAE zHTSp9HSFy`y64e}=hQ?yW5tA^EkC905J#Y&h2g{0e0gO!cqdIc+C$o}QCM{ySBN$d z0m@ptcOB**Ia?ej7__0LPc9ob!l`EMzWxmYp}nGp*xo8B+*QdJ7UnOA#;avpPqJ>G zOuv$aG?l9KoIF&}QuU*oetVAHn!r?_qgh|;8rsMW>1qTMkgfU*KU!_!gGnvyFwU6~ z`JJpV-g|VT4ul%`?#7FF=s9vz<`YQ|^V^82}7zfy{ zK>V$gfvHh&a<}01t`TRmz9DnN0GkW_&VaR%_Uk~9YxR-y;yca1VN{9F14Wtv{ksDQ z)$i7TbmLyu?cr6u4ahwxFjNyVdFMAL3^c2+*Juk}in*u6Q_xle2M=^oxY$&UJh(E2v*xouHKVm_bf&Q&N&=rgLU;cjS$Ks^*@MJ3H!X-H zX1(3;ok+TdZXgm63!*7%Lq(mKUZjb(zDP}-lXv)s9Gf)1TOdz#UgPgt)XWZd$>P`t zK5o~Gp}1zhxB5PVG{k!FAY>zoJ+PLw5;Rv7oq%$Ddb2oCyN=^vD`W%7YNGErzaFO4 zETofYb@{NBy+r;!Z{TdiajE>=CfQbD#KLK&d5e(r&I&i5>%_$1IEiLQ+SA|S_S5pd z>nS!j$(r?x+pl-T5Rd^R{t~buw?E+k)a%^o{(c%{mA|uYz_nX2La3J)cRg?`UUb#8 zf##u&W&t|m>%MFWudE5&H=zTr4cD5XIqtQFde-)Q>aq?>pra|-*iTp1{g$31$_Ae- z5j@!LzX%}uz2)$;8fc1LZmU_3jDTy_A6kQMjjwHq0*m<#&5QdK{p9Lx?QN`;Lwz#D ze$?TVS2_2Pr}u<+(T+AwgcsoFyDP%{0tOr8)Q7aK>M$C)HmWMK*#q|MF;) zXg^(Q)@8KlyG)_$H7;+#UEsEpoaiN$AM5@P-ijsQZv^I5?z}d-?QDsQKIy)Uu2CtI zY{{7HkJ40nSB(XnIVr;*J-a(4cio?`8-_UOj9ygfK@B8rc+3sJTaR_+w5N5od)5r( zk|Zcz0o5KkOl!kwzI53ttCT_*lc8ECo|*)pGTyVK6%(SZ!{N|9M6sjk^9*^Ax4gQu zb&*;s(!xYc z#X8wv?OU>I+KWgXW5YwwIx;)D>*Tl*x)tw4WvgvVyLpf6++%ing(did`PF2yJ&y++ zhO|~2F_jRcM;70})}_4mCmfSQ4vT+D`n>&}aO_raG%v5^cI5Vxk8tzL8xKN#cLPG4 z#)9xPYck*R&PgizCMnzl%BqR2gU!`)eFaM*MyOBfLT zZm)I0XJ=sxx3yvRIWo*o7*g7eZ&$nA$Od)zkIuTOp+8)ja8;zdtTuO0=&LDqo#sk* zanM^t(CLn@2^HQkLChYy%a6zj;EnE5u4~(-PnfNA_m6A^#=M~7Yky~Z7jJ@ z)Qg(a&Z@f=;U(D~hR=W2;56N2b%XGRyvpRqN6+GTmo>F*7IBJCfa5${%kPc{E11n- zBGI0%@5FZ2u6B@efQcNZJq=+*U3XJVWO@OJWB5!vL$^N)v6EryRb&G9Q|bWBEgkz} z&OMy^zQyF?h5i}T+<2?m@Y7EO>!0*)9dxz1ez(eAQo~5I45l=PLjbiNC^_#Z3CTNx&BunIl zEJIpQ^@W3q5th#R?M1M29bcU?WpUw>&d$B$y9=4%(u`6u&@qMi)w2b&W@_Nx{O|>V zx}A~k%9PE*u}}9*PxXGTSY@hVk!&pgH=tn&?-nl12aCtDwEShXi*^!Ixu}N(J=maB zI{f_=GA%QCI@^64ptjbS39A~V`-iH|f^8AW9OQj+PUTbS7tF<-$`@YXH8 zdXq)SAK;k|L;V>W1x7a;-#fu>r^nWI*Nciz$wB>8?JV>2EvC>tQ47c2qN}sH#3O@; zPQVF^Y^PXtX*(}xcniU`wq-Nrg;4wX?SX*QS@ebuM@&mV(KgrJfh=vf@~`ux?r8g| zpd-@=9(!FxH?P0)M!^QCX|OEb-hDM^^~9?l1;__3I(p;Ll(sZ}ZK~vlxu2VhbEc%) zU|_zIF1d0Y`a`k8EE*NzX;+blbisdfXMB_CyzQ?w=&d_?fH2UQ&s5?sT|l`7YxXb5 zyN~?(tjAkfl{NiGIFNr6)>aBioNcO|{n$lIV=HVvT=H_8d*OyhN+H^A&=8PQG#90p zKf@nT1r35w7N`;pj=G(0{o1^RHq3 zyHrn&>krDAsfn~wsk5{01-a+? z$BD?niY8MsG77Oek1@AI6N9jWZnT&X^;1_ztNhdj*?GB2yC9|nySe)pzg^3xiS9U$ zPT4ADuv}1l(jHoPiiQRiI;#;&+bQVWJ1YTfZe{s6*Sw2}u+BKAm<%usX>o0{20F;~ zAY^jW>&C)8*?z_pA5K?5WxYVI-Z7$HVh6^kt1uih0zX=eIjfn?w#qwQJEE^u(MC)& zW*0W?xMQzt zs~@wIRNBs~@wrR<)a(tAP+ zpmai!8ak8vd2jWZ@5ejG95eeT3E69{eeG4wbFJ$ND;@W^bw1$WT2@CiksRWq2Mvuz|G{rJuzX zrHf=TXQD0TId&>CswFzsV{qeN*Qv92gE(R=OozR0R&L6a3vRlR?MdIFY*XQLgzTbBSL3y@_XaV{9&~pSoL!(a41ipvpC#eX zh$<+v>}w`xkea}@Z$;Q~pn8^k36Qr?3)nD&Zj;0=j@>>3f|r#NOjmsmMUoK5?ktTa z`ub@o7yhNGXDm7>MXJH@%Vo5wL& zIcnO{0=|DFJ4;GbpUFU#>$$x_7z2>*uN*IX%l0T+Hi$nB17P@EX-?-S)xq_bZ*- zPrqD#UaXmTIP|VU9=LzxTWHF=nFMA%nY9>N*ES3_8jn)8S~L6Bh+ zgOH5#w*jYg^0>HNd;-scEO7jsJY2Tbd0mNU3SK7ODhluT)_k{WIES-8!PCyZj~)%X zC(_c;Gbx9%3G42~&Mrg{6?;&x)ugvi&cUNTlf-OnLRI9Yb;&feyIn6~`J05y4Y@!xm9O5egwn}O|< z*~V2F=OUOXdQZ_6J0{L=d^PFEvP-9AMQhRNirjiZzNZhw958~-Yfx(Zz1p!#*}NZr zq0GSJ4N0P6Uo3s_O=ZM>Wm(`+U5GMgCGc3QWB0raOh3c@2$|`T`>X=g!_2MKRgp&M zHjJcpiWKYp+?yM;8}bNfpMK$ALmrQ;sjnE;kWp5(+IAp!Ez^bToF>pF9}iv79I<7B zKqZ%RyVA(RqtU5yMM6GK#L6{8M3S6f@z60l3Q<=<0cEeIk5sw8^}T-OJ#Ee#)Gj@;%3gni#Wr zDJ<{_O$($c`FwAmvaRgW+;Vr1^aXEA(6O!j)KB!1KxjCq=eV+qfK8#A;632l!=x)0 zdPa6!MKeg~lcJ;|-LEu7qgzKORd+_c-o!UZ8g+V>TWK9E@sboAn}D4g^LDN>Umyr& zP2-|M((AHi&K!6$Y4Vn4H41H%>($bt!U7br+W0t_Ol2Bq{TooZSXjHc^8u5?KM^Sg zvgI6%Itx9{II?NbVkaaZJ9^#_CFbpa+G_gG$}0yt$w`XR7SCcwBP7etRymSa*aimi zJ!P&6PWYc8EPHOhWBc8*5uZrR2_s4(P5zxmO;gNTFMke=kfUXOkriZq)!sREm~pSl z+qDyQ!F<1M zRn`f_a#i7XE7RoXS2Yfn%`)YYXDvkEn9BYT>GUaLP6g7X#@so8z4=Nn`lXF|J9KEb zw_Dxj?#T)q+}wBU%1&3`jj6J5JCUyqLFV`KYOY|HZuB6#p5peE9d{inHxr+lL_uc!3*+3L}2S2eSu^&=`#)s)mq+rahe z8ugqRcg~P(s6yX8K%`=T=+J!Kk7gF4G(v2leO8GQ6|PW@V%wV=b^MH1X^RMQVhY#8}JP z_E*pk)@g#CIUT}luW0%=xGf{+6fkeK<%=^P`!8%;xaRwH^}MlT2R3WcqdZfJgk>|f z1zGM!3gR08E_} zz6^vJPKY=jeYRc}Ir6x480(&URrMZ9H_||kg!;NuKVn;mDUi7PZ*K4+|LoFcR=h1W ztkTDsot5KSE;T1}|9)>!dSs;r}z!7*Y7N;>9NgQgSBN|5v07s{SVYMz-` z>et;RZ%b(Aeuev)XE3mubMCBhFxY2h zqr_d7g?^C1x?+SkAP6%JgRzRHX9l0#qawV#z+GWH3!~3j$(QKSyX-hoazg*53aED7 zZmVg(Z^nv8m(O*EfdO9n0lNXmsSJV!HsM!JjZy*5 zNmIK70b@c&y2s{ul;dF$;$8&}Lyf~gk@nWY7m>xK(wX2&7fzf}8Ha*UCA_nSC=ldEmfTsBEsXN)vnJriU8&LqU;^i-X+lczN|D~(cFqeuYhsqwHYx8wc ziQP?sg2CTJ?;9&0`kA&H(f;i|HO%dXWN%V2V1Dtfa;kwH6Q5`Anw|}_Gb#<;+n~|~ zKEsnMYQ9<1RhUp+X62AwDsKE@bZKb6esS=OuCkDjk2c+J=`sdt0~ex~;j82I$_kan zWwsSQ6hlBhk7IkO-=4K{k+)Ib<;zA8pQA$&`95)tpp|rRo{@mBMHXmoWL%k9fi1)B zs@*{y3h586rnbL4jmL$qY^Db0ISu60o_X`Hr>5R4_B`cOqn$T&q>*|&qrAAwcQ<*q z>HO&(jL9!ORpsKO;z3dWdjlBe4hvx0EJkk=9O^>8F?s5WOHfe6p!3(5^+Ke3vHJvW zme-32UIdoy*q!^W0wBZ50}8lNwqv8Y=L*4?i>L_j%SuSN6n*D@$#zLxPoL=3Gf=Et zkf>S7x9gkwlO^kvIDBS#aiuHgUiB;NL0y;v1ivS6*-!Oh`aULJid|z(|8Y}Tw9HBW~$T1*Gcmu*Da;vEe74Rhf^G;5Vcm`=DYE45xl757P) z?=RtHUnb7qk{6r5weVUTY*XSa%x_C}91+a7^6oUy!6c0=>^Mf46{wCXQ+wLqCkvwz zOez9Q&{3n5~B;gV%w6~%&!or7aC2AhX6)6%KI zK^0|~ACz3)>xUp52=J%t=rpO8KZJ_sD4R`jl&0cEXmosN~rfcUN`L%=@ z`Dq#6nC`mpgiLK_{l*6KaiM{G#F(>|Jo%w7vB=yazm&R{Q4;~qVh`JsK?M^Xr-W$5 zU>n+J`LJ@R*Z;NhfdA-Hwuo;Y-I@t|UNnT+yIX-a5s!}6*9%VozLc!^V1r1_el?_n z4ZeMy{yVm`vaWNw-2JM&Kjjj4jiQsZbM=o^A9_dQ0?u`GEPahWt67 zvAhqErsA6`c<9saR8Mi@lK42=727PovUHK`#T!24sXK}oU|ltuFc`t~=f;g2)j|MJ zqRBQxPfmBmVsHV6be492?CdXv=aGaKx&n@jr?8$6enK+9A6Gh7S2+9~$3{nfsV7Ds z-=TtvRZo2^=AgF2eMw@*uo>s1LsZJ^9Gi*6_&jTvu6?H7@7$SsJDaq9lZWl#kB3Mg zc3FsjuM<;h#GZnAKO(#!t@$)igPFrI)vqY&!sT9CWs!Y~9RtjY85V9-;G+-< zEbV8B);5U~TD?+Jwi<*IBb84B;0^To9Yong{UZU(VYpoW+u%eveAb~lEMDBqX4%AijglVmi=uEXSxW1KarGraxFV zVmXKsNtAu9FSZbw;=BPBw+z;MG%_o%V*!@m%t6ljh_6=1Zm_kpsnDDsjo@5`SW ztN}i5fTF*}>|H57`*+geVUiEY=5;O4^U}PW`LA7mp+VB1AFny}@wMOrC5y*i4*wtm}D0apF-3K2oB6LUCBx$J}`bir)dg#cw}9+wi-?n7UlP7Y>|kObToo z5b&?5SUOarhpbu(9)fS*N2|z;-1ixjy)zP8#qxI<jYZ z^C3W6caQJCMmqq8Z~kus8~-n60Qjl`P5^${)dudCb|LW@?ZoPUKR$l4+lypVXsIk@ z=94xTa*{d{(3ZNn878y6?@sE=cv+kON1~%AiZ|p6K2Qe&*4M`pW2rn;TWWhVq6<}77)m-1P0w7 zNTuV)ZBz}C%6OThrz#xV8=kC{|8<@ecPl_@0R!`1A%!-QIMog9TjCnAtR8V^-uyh} zvo+)&gGRIq#>(f(=a$LFpl^q=K#3P z@KtU6ZCNQq&1%^ze0OLE)iRTPoVlcy-K4ya~WVna!K4L3(tP3f>*EMW@r(6^EKAiF{nE9ht`pmCkcR|X+wPQ?bXwt5Y^ei zbpn-(y~m@NTM>62M3v;-ows;(*+lY5P@GwWCD0>OBpzGo#jVT}E}&E#`Alu#;~Q(z zg-clvH;fWeo7-e`<4=b5op^kCaVT9R|CHq0@1wiCY(#B^qzokHC5rRXO+~{5HOXRk zIcj5$zVFi&+9F=wXQJcqK=@3WbAVF!Ed(ot^YWE=xOwy8w-#2~>)l-6-8EOQ%g*;+ z_hiWMos!-;IZHWMuZdLVVXT!iX+1MrCY1@yGc(!7;KJs^!N&RAme$4NEgUhwk}sY&-AT9#;IOz{)qHjkA)z6gu>8QKOA5Z>ve3#@Zet1#=t=nm>O~;5I8!(Et>Ft6TRb>- zm#72eV;XNQ3|cjOpVi+Z_zLp8K@X=Qw7vC8@*c8sU{$4c{o96r&M|kP*}FjMnFfuY zP2{t~PWVvMso1p}i0j4i%~GJL0K8HR3#1ma))9`>I&AKX-ea2^a*e4|FXKe$U-vMd z%aJBn?~8OPCJ^?;S4vdNm6{WQIpsS51~U;e(uuIGtAAaNj%{o)K*|P9I7SY*>sX0$ z0y_eZ2L?V|#o4&f@3Kx{Qg~1^@3=x2WK4flFcbdfAVPkI+l2Q7+a4Lc%HlRh@zlB_ zKL+EmA*mHwm>8H1IgD|D2RMwWLZEB3w<5#luJM06A1$ed!4u={mIY9ib%AC6h&#?k zQ&I^TKkInJ@EOp=@_WGSBGpd!A(ZR}W|r`_<0I`9om z2fbFRWf3jLnDBu-L*z1F>$by$WxjahSyGWVRy1Q>$37F&u_N52uhbFQsOs#==4Dr))!cRyL$#l&w^5%_VW;|}N+@$_) zJ~GVa+a-YlO1x!9WAz2fU$=1+F*7Frl3i2^IR>ms9q`@6jNtb95zkQM`ZSHrh^cuVsF$RYUYbj`F6MHz!a!gryn zOCWe@ZP+OiQvN_-$@6;xB*PuT3OT`IAT(8mJwZNY-(Jc!av>p_vg=+lV!x2J;$z)O z#MXp;m*^%>i(p;|)47;uF*Ur?_wdhL`Img4`qhUDW9Bqtjy++?Y;hO4{be!r&^U3> zh_Fu%qoB7;rWySp)}ijI#DQ3|nl$gseUYugC4P+BCtNaP{rZ9(zOT4)Yd&Vf>uy!U ztG0aJpt2Hor(4=uWqi$n-CNAOlhURvuF8>S#f7d~gg5)HK(8$hw!JoWHjfn7?WPB_ zppLrLYuSVP)QOLFCe&v&#VxjjWOLSJQNZu+4FEvL$c5@bpaxe)qPq=F-IFja|}MP`Oapkb85GKIYA&A+rTNPD^Pa&GR- zn67E}Ehd&n10w!4YyO(?TQP&!IqSjWHD#EWLbLA+Qn?CG$IV03MEazbdla`=Y2QHajzRhHM!9V25Gl5 z-$>D`a9pbe53Y^BvqT?>^TV8Hz9vDKS&qRMweThHWmK+h?AgcMXMMiKx}gNCBkKE^Fzw5fa%JME1AqOcCOB;<)2`%IdNKFJg` zvHhD6-mBBQ0Z{+(Iv?sj#JvSIGQ`wS^w1{F`|reM^uD^+t@`S5hJSL@BiEdL(0tla zN>6sxS2c#?H1E#zqp+T1jfITvJypKa09D+gqBhTo+RHx~m194TtvCmF!S6#c(;7635(|&(brASjIa$5#4sD&++s|vt6jv)x(N5Wa|#EcsUoxfy?z2ymN&Ai(qFfe)fD0aXUvB3CMPsO zJrYCzJ%Fsb9D_7fu!EjH@dK_ZzaRe1{Q465XExp+f2`-KS5WE$ zC|7pJY&(;O$4U58ZqF|pT7ZA>y&nEjutctj@Nf^;)%y&4>8YiApb!@5a$YxM?VyOq zYO6Ji%TapXOuT9Ydd#ZGoFTTx_~FP1<+}Y;arH>4n=~v(5vjF9Z$t9U2W^gakx22| zKT#pSWdIN}pmzWvDSrHZtD|fWtlxVdIR-ME*T>?uiK#r-!{)DiN6z#=5A|L5B<|-O zXyWp%CkR`e82{RBq_D{EUzz-P`i1W4@w3PKXcOl;z`>c@A&c`LGlwf}4Cs7PECa*! zGA`jP?ZFHXO`Op0fBH@ZM*-igiJNg6k+;=1$gI}@+?FV)tH{VKHE^uVUvn6nM8tuEroeJ7J$>g>Oa-P%gt2ppR_&zuNJG9yY4?P95->S<5UA#T!SNjyXVG1YO?vlvd?n5TgHFd z>ac$s6JzTl*$@?LJ5Y!n>E!IMy|V8PO?N_%%vKa*?Gv2aIqI(rejSp~;1B9n$QvHt zoxeD>g|y#4RaQeh2(m`odbdygkwwRr+E@DUOsPr#nEapgMJMFbDPh3n{7tdpI}`HB z5*e>UsI_Xr=}1D`oyUV;X4L+(m`brzoFA=x z^6k(XXk@c$+G4E0ZtF@T5AR0GEC06iqV!FXt#vfUKLh8%;SE_KQ8xy9~c0m0+TaHSo zKYS}Onh3lkUWs7t6tI7gWcAzSyeNG`tp{{WP0ItiW+_1bA}x5p4)g*4i-=WG?}USa zf0UU#F7r{e08UUy#}Kn<%ap^Lo>zsJZw@&wqOQ5VoMpS@1J&T+8hfCTe=Eu1`;+Hv zxr$CrY+#d=kDAzw2wD+-2Pd%_t}*{RpT$*HSsx)-5ib0t(zsqX(2ciHLAP$R^k#1S z>fF9OeV26V>xVtBcLJwnh(7}H$nLp)=@!!oMI>eJ9}M9In3l!@P}SQpKSt?BEeB)Y zjHQ(x71dAF1+6KD#aX%@z5*Rr;SjZlj*3N?>XPm8slPL&2*sLDi(&AP00@FbzN9!)FCQ-<1>DL4qvxjt;z#C!H zv_cmq4#0=2idJXsf3HUu<&!UHEW+<~gAVgcI;V*BUtWXUfSJo)AET27GL;2mNT zqDS^EA}?gBuTAyz(eJ9$4ZSze693fjMB~?iz@Iq^2%lF9@D}!u#m`=&T=8lg6U#;oBI9hQ#HTW1OU(|b$R$=qbPH%eblV@=LtiJI^8I|6+Ez0f*n4u6b^^D+Xzv3J!(CVc}{*%eyj3QOAMusaT z7aLuOyf&KZ30f)IC2g2-*2J5mC*L-SC{3k#TM&y5_scI89bAnikEWG^NM=y1e&-)+ z0xSYUdrnVsh)dicq`rA0a=%P-G>_X)^=J=IDA@jajpMKKfab!}5r9aX>QeGUH;j+E zx^i@B#mPJr7OeOyQ&4T@I&{#?NkK~g;Z=Vh8=%YfkxgENIeOqo1GG!+!HxP8TBt%# zX;~8i+c73fX2(Q-oS|Szr43Mm;#vmzwozBudAaAM13Ng5MR-qAGZ-d$fc|5Dz{4j` zoERp5jg(hDMWIHE9}n*jMo%eb5fk$n%xKAUEi+375r>9FxWiWxV?8y$7a7$`J0dPB z0NIY%&T1LsYU65N^)1sGUK@XGMsu?c9Yt#M?gM+9 zn`AbN&zx@ItGuuOR?k~%|F0evudZ{_ObUv6NE)IxAalg$SO!x`a4@gh2!XGfX-Us- z+j}P0msvxN_;?sRIJBsV&v>#GMDtuUw5m_?(Vx%-0C0cOhC99Y;sR)Bbn<8|Zus!b z_xp@pTtJ=N8GOsRSWhuamL*eeoBgQ}-DuP1cjnw#Yk%$TWJfJgn0d6qrB=tPJ(nqK zBLB6s3EHmI*)BiOXLOplsKRDW_ zP1Bmo3w!{8%Z098fE#o&kO@!){QscSq@vaAA5g3op}5*R zl<-&oNtNqYX)L-GS9(fW{7`#-InYaLaL1w!{cpAKTia><*CFRBS7W5X3Hdg0nv3ik z(SOw(v!A*NSkm193z0h(%20vX4%2sZ!9Mqbwv?)|s)HdIRUA5|93!3;_s5C=x3I84 zKowSPODJbP0AZFTEp$VFdk}S150KS82D8l#-;S8Q z-tgVq8yN1*6J2S@c!&d&R)ghVjLpeBnlAD2k799z?5xYk$_%hB${O$clja8cp2Lyt zw?xszJ;wUS2OQbn!~5X3QpGJO{r&26Vc6eSO&Ijg^Y)*RE=rz}_V+)!Z)UtHP#@%# z_TWKweZXkBvtzM=kJ5F$x|EK06HbK<&}tdO{K8LNPGgwqnk_=WdmJ32*Xh*;CKR|u zfhir~`jiE3zbh*PWES;U`&_CI&z>g!H1M^Hi8Kw>Kfoh_Q@LJo3M~1R5Qn&*IbBoE zq5K%bpN{H*i%RbQl{vy#O&95c z$~y*H)YgQ}(XoHd9m)6DGLz5V6Hpf~{JfXO_F&Mwe&FD)hl))8f==GXq1Rf*x<2E* zS>34Q<6+dXU0n-i938rJlAOVg;@zp?GZpoU;%!{+J7jT%Hq|3HkN+a?fXpXSfU)dK z#wA1Zu1c0{dmFiOoo|ZHdd9QSw`emXjb=a)9Ti)*4|u1 zIm6ujaY8!F8Lg~rz2=2Ge4_jE1d;ri1?NHNYOkv-4UqY+piJI2tSlB~+@|QQ6s$W= zYpRgf$ErP#(MQLo{u5^wUegXHFrt61dA7+MRjlWyFbFQgmx6#tVyeL55=VqzOj|Z# zVR?!l7PV_w<*y|kB>=AE7U#)a~sTBb;!k(q1XI-?!CtF2#QmRn?FRAA-*!>|G@MYWzo3)sKa0WkQ{w9 zx%%|0His0bBTHk(0k4%_rl1iy_|sDr=L1O@BR(hm0qy~Sm$zk3RFy4cL~2A4!r?;x zv}G>Jnu>XQK4xtxS6p%yalQjSYKxqVOX3S%_JyBqq8v4EC?^TTK@FzE)NFw9mXu39CQIBi2CTR<6w)lAipNE1v;wZx<0`IYlkzeLsyG+$+ms=cV%xIN3q_p}_1^2`LkI z?q+{+H*#D%T+jB4&hwsMK}T8XJ4&zkx=diW*9qge_irzV4x^qpg|=-6?{OGju6(#y zA7~?nTM(LhhK-da1rBozx*BJ9wL}%{y4!`?2b?9J!q*fS8g|?pE4ZLcqJ*3KR{dhg_#zTjj&c%r+)*r{=ZmSxz(+>c}* zG7Rb#T*i>sx)(HVVNP-hCFeIAGNIO@u^sv{yW>5B^W_b-u6#C>lvgF(qOc4t^hwa2zI+bnxwthr?J=3!@t!FN0<`Hx1#YH{1a#GQA5^TS_a(JICaz5v zGH#9F5y-BkQ4GpBir*?vzwjtqBfa?RP$r(!t-sb+XBW*RGZ#k9vat4Ll9dK`9l+?_ zb}x?M%=iyU0S2}H5spH8eO$Z>OVoYC&f~3^z76mnKkR-;YT|Is=*sg{LvXmV{vfmN zm}!ptPOOTCFH=p~SoITuU&VKhQT$i))Ao-t69W#RW8JiX+s);==TqBN#}%w9-8En% z;4hU)Zq!BrQ^dt{fXV}}gb_|iR(PwDY~KBW(iwKtLE#zmjy_uLT=I1D{&JYrx}ikj z+V(=*FLe${M76}&R_PTUldIj;vI8#8Vaa%{0OWeXfx@aXY}Oywfl!;_SCPhewOsPb;wmW)AN&#qSMb=lap^~yNeZ^M+vHeiijjgbS> z44?C7Ntj+geW^eB=PvnMO-n%bM_q#0y`kvDGPAAjr!!25e#Z2c&Tic!JIFvOD|h!{ z+wsTIJ;qxoZ_CP3JoPw|v_?M8iTq z9+lUaYmJ{oR}Z_Ix={mm5z|#O!tQ;u!Y00=CtGG$2ju4mi%?5YYfa-~RDU(i%aP}U z^3=_~q0Wf3DGv#9W=Q#q(lWl3$J2!jsocjumE_I5j8I^#HU4e7GyNl1o}1?<^W1T& z5&P-DwNN<$QS9J^?rw^f&=X2Zx6J4gkuA=}Pd8vR2L1#zTQVfRE@hW3QJY7Y9+q#p6{`XN6+_iJ&VMx!1hf2_Z>r@mF3IM&BObFWrAiRpmlzE zP5(ltw+i=AhV}J#Lnd}bCT}dIa-OpzplW@`hl11qFPwMg4%{fE=2ss(c}7mAwv$zK zc*(;Va2;vD3vJ7(Yu9&9D0a=p7I_%B0iEO7mMYoe64@ny-h|WyWp+PrLQr|q0op}Ck)Pd}Iilo?r zf?Ckz?A3%aeUh|?%T8IPO#P$%>noV+2TsHFD$CaoUW8=jf)x56maFlJG66s%0=6gJ z3M>jF)9^2*q!={Q=pNH~2^lRMzQ*23L&DP~yrf&s$)~|G;?EvWhOlzgH*qML#(bJs z-6p}FHG)sHY|e)QXsZp5fyCTI&?-3yj-n`?T(XLeHcUP*(+QpxqxAXV0buMw4=2tf`ibd}TbiIDmT&pRQgn0>2N>JYt z?FWh$=^ehV`44Gy1z1AbQ6-x1XlZ{7z}sizE(! zh1?o!p6S|ffDyGw=3CPCGFm%a=Fz%Il)TyK0+wD@OnE)Abpr6>`h80%!0N<1a6u_N zAP(W0!+#>2X*;5!!$g?y_?5$iQUmz@%Swoj$# z$yDVzkATI%xzue4rps+v(zN@>3At@jD`wpkg)O3_V(w?uTo1W#NNGAtC*axA%`yz^ ztvtIP$mS)RArC{zmE=ku0Wy;2+UlOam&zG`v5vMIhvRUiVE*k%1a|7^=Yv>h7*dkj>%alba2ZapRrU(%d)e9t+HxPcVuV z!BkR{U?Hkf{fvM~e^GS{hV)>8=?0MK#^@z-)G(iX8rqpqjmOK|f0v*ZL&Z!d8Uey8 zC-QZ-Q!ahK+L0Pv{5Cc(-%v;w?wvPMPu;L;vTDfHc_K`ZoOw&>{quYnqti7Hl}obn znq-#C;g}6%-uKo7UyB4SkPE1H7bCMEAB1wq7}3khDmEhTj89YJr2Uk?%`#Mf<$`{{ z4KTz+bx6!f+z%fG^xg*93^P4CbBplE^W>>68jI90^-o<@;4PuqRB7LbLoZ^1eAw>> zb(E=`dHV?K4q<@BjbEA@V>M=c8>23yInW5DXMr!RMjgk0z_yJESa=zNKyX`J@WPYN zoumac$Mv+^>}t~pxTa{=u=%9*Jx(eEPJGCyTQpe~zZ1AH#0YqIGw%fzGLAM`(qJ|) zkrak`9IEj0i;@DGIMHLTE)5dZfHsfiP7aZ2d4{r^G~C49*yb8}Lpt8kzIAxIu5Gt? zNshgoS!_j45v;64Ga3&kV`}o4*qlGqSk`WR>d%S4FzCfOl-b2{_0dTLe9Jx3t}Wf_ zkh|MvZ&@P3Uc=|)q^*QaO`olrYkfa=x6XnKGN(2xn`H`4cM6ex*(T1tZ;&~*6|+Lg z8C!U)98Uv~d_zhS*<{1dDj3GKW0p5!4S88s&ZV~vd#!8qRe*TjO$IQfuMa!5D_#f` z005qt{0yCaF;n_Xv&Flg@RPXG@BFF`vk#OiYcyu;kkG!aq2r4??lbQyg*5PHR0f;L zP}zZ!fAFE^Hsyp%?a6Uf(8-YTqBC+AZaVi@EMZECd+Y;JVmCMU8Z$QwHa0KGdm-Cv zixZEbznX$w;UxnzQUEvoNo~FzC`{`z=C8I2Q{l~CRG=MRk?Wf}x`X5xT=)|)glIw|4?Yue*@nemr z;LI0#yk~Yv=SItp6LE;;eLJ3qV^tZ(OyW5gPo8?QmP5`+*BV~+dMBAS)Sh#`zXWdk z@=_FiML?C=+1|XLMVy?)F-IBRmjHm~YgE+k8o&N5FDz6&ZG6kQ)5KyVnk;wOm$)V4 z5H*i;InbU9;h-6vNmJ<>{a}s7UcWHZxur!b;QCrG??K+ls3Qi+6FZN-FT|zw;_03f zGu6y=EC-wRd#v*E2_Tl_!elgaIS~~j@9cS8u97FHMN7b`>@?3TS=ZPBByoxKcx*E* zKg-sLe{SbN7Cc=mRa&*3PrJ}3(dO<|Ct~{U+~#H=4L0CyvMr*&*cEPBWw;;+0(+-=d=by`7EW0;QF`v-a&A2L9mp;XUm>1GLN zjPNlE9u{PQ2^i+HehZKzDY)|ZQnZ6j&M-t#|?+MzM3v|iPReFo#BW)z?pMOkht9}9`OrXY=G}4N6$mBf&VOe)s zus_4=2Q!w(D(cY(ABOSUtFe98p};A13#{7g;i!hT^KzN0fQCHFFEjeDrvmZYnS{C$ zqWa2*B(ypK_eIJ7NyL&qXZRd5*DWvyg|JbfFGci%%hE#%R@OaI5{ zfaidBQm%8Ud&OSjTAH3R>u-(r+ExaFCY1J5v4phO#b<62nTpl*o*&cq2Z>2>0svMs z`kdg~W@iA*`Wx?K_6|sA_BPplp49Ns1a19z>%R(5=$q|&??uIVr=E7_s)we@N%sv> zXG#F68#I%I#$67;g*M*^vz@?$Ue)dW_sl#hsXi-X)!VZA|Ft{wZxHw2s+s#V)r;&>?2p|I*)OC8DliLn+4vu;YzB}=;JsaOfcf!V1i>1 zV6re@U@sq{XH8Mb?~gP9;b!X3M79qXQt6{EG?mFIe*)wuIKFlT8)BYyRuIn7E}#g@_1y`? z+^!m~XZJVMlhZPu)Yh?wc8{}F2>z2hogcA1(Ry9410wI}^a0gIecjvWU|6YwgUbn_ zH3UA`*NOkZ5XXv4j<@Xm52v*Uyp9sbkE19{&OXP4xi|&q%=pe-=G=poRn@AHf9&7_ zyT|~@zXH*zkB)`O=(CPL#3r%HRL{F1lBtmHIR4Se_sbXS%2<%4kKc1&yG}jg&%=0z zXI>hzzO?LEsd^C-cIJM5VLzn=hCfTTMK_FqRYlo+tzJ3??ssnX*z|c0F5KBW`j5pY zXV>OjFE7N!FDi{r>{CRy+m{0F!*EAG(Qy|G{xc6CMSU6^*AAgYJ}2sjM}bJ*|ABZ3 zLO9VrqAk4@lR9ktVl9=dGOt!|WsxdsWjHI&r*NTXA4o8 z9p4%%QtKCW6+O0ij<#joMujn96XD_{+@e_IyMK)f<*IpYl#{;k>yHK9fH3e{VcF%Y zF!oUVQ06QpD^?CsW7*u``;Xw}h*BQ?<6mLO5d>CENO!wPkgu z7*VnyB2tOk9L}fBbckq^L&+%Kj&b3mr-}#t#8^?FBYZ~Uus5KoJ#Kdfg7R-&4WEAs z03bN35#y+ps>@v3@3YuX0o?lE83BgEkCp|!RSpy|ohY>-?9SBqLUO%EMuq!JS2kNA z=I_fU*9}Ir22;u#cvJLKOW(>>u;OIJ)jT!QZ!In;d{PS*Ri`qaBn$csbpuzG8v&|E z+>9SN8wFPMV)z;e8E;Q@S_n({Pr#MhLv3Z}a!Q1P48{n4r5;43g&)g&0m9oO)Lr_g zBL69zFXtxCYYzpq_UD^NiSf#q5HmS11IC1Hr?F>_#^ra?%gmMlrUPc;z_Bk@;RjQRx*o0y>ww@F53yn;QJcc315jEf=tF2bj-wCy(Q1lb))R!|i zp|_hQ!pBUt*KWj9!^ZrX9gvOY_1UK;uD>M4S8Y_76YS_+M6u48Bi7OKPA9B=43*K- zG}LjEe$%x<{Q`+s_~*Y$PZAF2&84yM)yTiLe*?z6?zLpNM(m5NTTy2B zt5i!%xMOw)(D>A^ixZRt6V#^0HA=@pRy2OQD6;BNJ`QXAe6?QQ(eIXaYd=TNPcEi= zBJc=D89CY(X&)UM^hUYURvAiO@{<`AP2VXwq*X7WlE@Z>gDuVd8+<$D?j=!&^D!;c zbbzrojet!m_q{o~xxwCsk;!M3=JH<&#_Jt9CA5hWp{u(hGS(gUZRBxU#-daXz7gXz zcJf7M!C0dM68pJmZWN|O8aE7>xfHNCzjEZgCXN*T zb#ckQpVbHXC6+I0KXnB2K;DpkS=SX3)m0u+93upAb!*&4wG`XcqJ^F$z1|ACkX^K1 zIY8P(HBg7B`l;D2a$JzNDYbohf1z@#zEudd6PNdan9fhwx^LA!8bq0(P2&%k2n1;# zz-!E9NJX=GwrRr;%mO&!N)g^lRJO#aC)I9yam$Wc^MxGBObL|1Cj>S9IFN$UF#>JS0>depMH z*$OXyY$v!oD8{E0wqeM3r>c6iTy<-U!7*(8iuLlw=nsCMci#7?g!PpY-V7{8GXflc z&s{l@1RICFro90Q)SZm)J26KJ*Ab=xBZ7IyVQ-urUau!_1=ADg;zbY3DaNjk&EB{9 zaNX+;Y`6#bx5)UX}@(m+faO#c%EdH_rR^z z3-N7q#0|^ZSqlzEoA)Gj8}CjNk|25W)kMsLw~5U%E=QLHDvoQmY0m-1mQ284Y}!2c zhv-Y!zF(6{xPImt-0l5X%l-g#n{EbHn{rvyS?`_R{y?BtWnaTlgZE~%EpenN)+Rl~*ff+m#T9sS+6*9xiq4-PVjjv&c?+3Vcjp-;4H z(8n9=B&LF?39Wf6GJYEb_bvHJac){M+Loz>78KF}fF19^NRG*)Q?4 zCm-o~-|MaUH4R!luVGKG62C3^WDCnRrWjg9<&*pO@}op&yys4GcB<(c&DHKOmPOm1 zU0l*fIhv7gOla_!EyvPNf(V((`IU}(YZt{86-dKg{+00pj*HqK52i1|uI{>Q$jhvE zT-}=QWn>vAcj$b0P8zV|{j{NWRC11Q)22F5BUd!N2b>S$tv*hT%cv6&aws90kLTY} z^nDnmfH1P-i@(S1l9>*50L894A-YiAuV@_)W-rZn8{4EIOjRSXK#yOPp zF5xWY91oO2&O*pKgc@V3y)c@_&ZTaMOdfth_tJvn8<>KScK`MYL+$a1l2Za3(+v=z zDWyr!@BiZMyQ7-ix;}%5C{;zI38-8^K$=wPh=BAOA{|9~FQGR6#$j@(ibiZba6*H8rm+@h0y_&u=@Hi91XfX(gWQ6)0L+;>@XiH;^Z+Y( zJyktt683X-ZU{3g{y8~XH4)fg*#~=QSHK3Sdmod*lY8oqKJ1giW-Zohcke={F#R!r z15>x&{Q`)f`krY-@3l=DFjc~eZh?r4cjt~f=1SD}j7kfyjc?}FDGxk0)|#clGNz9W zq=qV<_T1KDAHPjUH?ASt{r+buSl^2MF5`!Yy}PIYzDi1F5GO>NG* z4fwd}*3F(LzS*{%7xAdAlwR!nz7MR@un;iG{7R&zY*T{ zG!Inu;MmyE=gMi@f+d-J)Q7QpmuTPg9N#bC_%xqMO|7rDWM2(wnU-~5S+D2EB%M(^ zc<8-vHf=IIG}|dM?=mzF5}21stFUhXqu?kg3#s&YjQtfdK#SJry*^yg_NZ|{@ZnH7 z;w*vv{6K*NsQ3C&^lH%;*ZfL~FIV~*T+I8+%xcOwhc$&Bn|$cOfOSg1(8{f>_@CTG zzH@XNXTwPS%0ji}60>fpCeUHdETptA3Lh}=jDpDZ+&YK$V-TV8dBa;ifx(t^YlNi~ zhKbjf9ERKIulQwF(+e(iK9OsAu`jl)$vWOiWOoYP4)`gK73F)v@Ac?Sm{010-JW+- z(HVFAMk_l4GK~>ORCYu9vf!wbiJo2M#}GuMa$Nrt_5@+^HcQpgAT z#<`|Dn$XX?a~wLDt&Dm$e><>y_1@W;vg}U8WngBo+6SB{OB1G!s@1C=Ew$b^Muqv@ zW?lk*Q(&ZoY*s8x@PtW4P%Hlrh2k}331!sTy#L$i})X`M) z4e!b30-n1k@5XniuhOhRe@+ApHJm>U_W#KC-C<~g0>c&*gX93jJUyw7Bmy91OKw;| z`L+F%@D`P#k4P@4AWpZpXof%PQZ4m_yy5Edi4_qp_NM}rMLh4||1&@^%4Pi84@_UsV{l>WkCk)T2iPRO4Y4YVx9so90E|(cbHCWQRq5iUA6CU2 z`d@S5Cx`C`{*(hlLb<{f4PFKWj7-o!e>#G#cx29dnqW@d?Kzl#NX~kcsO_`=IFv}b z%9a)6J>K!=oacxN=iabG}rvEEOe zn_R0{{;6~fxWCD_=Y!+ER!Wd*B3K^dsnUN^M*|T$B_rk$f*Fc}LVBG2aj=LU#splo zrD_nkZsS^GCTJv>5`NDW8M2>_n-6vja;arz;5X#W3niH^xJl%b0)%#Y^VRA^_9=4u=slAs!k9(gihx)52T>C*hVVTsc{3uYpXpKUfwWp>8e3&h>Xt_m{tfbk zF#XZIBYAw>u5!XC(H?vau{a$J8CVJOuz3wnFDAT>n--J(OWG=#SqChikpNaQ|g}wpAu>W^?(@d<%an6#{N4% zj|MOyeG(F#=?2-@Zvo%OkmDiWy$j;r`EO4JtZy>Yqcjsfebvq{3hMXa{*LJ%EO}GQh#|Zqdn}32PNJ@#zglGx2_4iUp6Vd#&cO z`UnoG<-j*Yil*YbrrJckgEyBx;mjeAodN%e1!m$ z-gye;X}Wkj_?uZqsZ7E*b2_E^$-D#Ke#l`NlX?by&s8e`y2BoI{9kxbB<;k!t5#rX z2NM#zhqTSx^n{;-Z_8~WM-Ld(WvYuWtXEP(i#IrtON4z9#5TcN{Q{LkP8LTP10;u@ z&%?us4oQ)Xz#y-jz|#j)FRsjp#(#UBcw-ZyN-QPMbbzQI<`S(u-~-ed$Dqd}`@7hK zUmY03K-gmZZGPgu_4+Wb| z9#29@0G-zlj{sr1olcwI>>gffiCO&@W0LU--MAR$gqX96+fgc16L%3+CG>L!iTBUf zF}26BI8NIA@*dUQ_=n+2m2hqQCh@2b00?ChRKD{4y83rxWcfefN?jeiM8F?-D&~uDBDmC{!ZF)D_bgY!$l*!Wm&HiKl*X z)x%B4s+xmh4~=Yn2AMBIeRFzS;ex!-qjD*&gA##Jxuk;9XmS6|U9-v4=bv^D>o;|@ z{mHSFu_%e0(aO`x{dSRlh^V|qv1Onh)<-3N(kWYaH)xeHQpc7D8yUw!u>LKamUmBs zF1v>{b0Lo3Rv-N^e$)e)dOg`-yW2uZEZ@z<#vLX^8i5qZ9{{Yk%K;w$#6oIoXg$}JnMD3HMct>WgRE*;o4<ar4TVJPb1UKNufv$hX6?YIriOu5$7Fc^J`h_zKRU zB*vr?HvD;tYIL+wFSl7b@nl%YH+D({!j-A5rNb5+mdt0R||`)^zZc>qbe~&v@ieN!Uq1=-LWj{19_4>m`GKO6SdB$iREP{Qc~=TpXr~! z&VG>(CI%Kgg7R3KIt_FZd5*|2d~5T;AI9sS%Cg3g)6q3AMi~IETCxyxtaR-aWH<`G zlG#ASnG`vz4gH4G_Np%)r+5)DM)`wa-@3i?`IHMn(Dze6K`)#e>UbfCK{Ie*{!!PL zIFwVA$!4#TIr<9n1liAhWDWp)^w=vS)>&Oj28)>2Sm4Jj@qa-)rY65A_TPS*W|esE zt>y-CLU1M}BN%;4Kub}o%AZT?8v@x9Pwx-^S*7tFDxD8@jjvX!lt(mHlD($X$P z^odg06dTR7qTeUNH?};PopwbsfZlRi#-`yzuiQX^XtGf%spiAUMeY*M`BXsIFAVD> z98WR3l{wc&DRtq>RELb0SjBB}c0;6PwkP<`sxATM-%dOaj14>+)Zllm$tEEpv2uGs z*ZrVEXuzCTn7_a?0V$aWNH2D`Z0a$KQ>zt!8&LRUNeZukRo6`*nM}@`09)aHHiwP< zejnCQ20+U=2T|c#m*(Hsih7hmL~Z8Ex27dCunWxIn$4(77+d*Vj~_okl0?$BARtD9 z#|aoZz3)yttkxB?uWl>|G+7O4yw?$^4Wm>Cr4$_9zo3pH4JRR`=AXU$1~J%RaqIM^ zAB%H$IEzn=|KtEzkwt~TNdm|daX%O12$KeFR-@*|z%MMr9i!QhsMua^se}nBqdADj~SD`>&al zxb+Kv7dfXsZH+y)IFCIeNbJtC5W-s#1TEbz=Lc3E34qk$f{N<6;k<&?xQQLCTA_&iv)|lfM2_^mYFxl=yhZ%`zjsGHvOy_J4fy z7GM=^kVtIfr4qKDnV(oIwTlR!f6DP|72Z((MX7iv5?*VR4_1`Dr-Toyb~_{AO`E+i zo=}UXHTEpCY&&yz{Ye5qTe=IigpQP1+T|3_zRf+?mRGubqxTr$G@pKtPEyj+YPE{A z>!86@iwLdh+7#U&Yo!)f(j2_~7pHG_{>>rdy+VIdz%vGOsmJze$xfOiE?HGMMz0~_ zw!C@c0W{@utBuJeE6rTXxV?h3N<(Flgv3mj?t(UMK#cU5e?tLZt8oT;+7#wK!4ar6 zFOqA{)sgmTq7*k(*K%1I!73TtYMkKPs^FP`dU!e{=K`7+?FXx&yq+BRjM~u@hJP;f zWOHeD(k8)*OwW-4uIv33Et#rkRlHK*f9tqGOGnM-%H{W2#lhmI&_R3GW{KDrvBXs) zaaNp^b+_aqSx=!fTR1MAxEt;|AfB)RZHEzTXv6AUO5GxibZ5a z^kcj>Jd=Q{LmvJ=SK6{KndJQZw*Vhb#O|2_ z<K58-?8Zev-h=**mmg-at2 z*PG`zY&mT;jMFlRCnM;7_Pfe@6+Z@$F)IS#v$ouz~tf+}w z0lNursaIW134*V#E#D!-p=Ng2(BJA;^#q5ccl=FKyK!TA5+-=ZnBiX{RrVf%0jy1VX`A%;!x}o5)nD zfbv}YOX37sq&mndG0Bis$6tUyKgIjZi@CQycgU*M>)Idb*S<<6N@Yi}ri;%^&wZF? zRhdwmfBy#))XKS(6;BM~P93-cJ`+Ct$?<%3dr@(@uoM&=Y7veE2)RaHZF+0de~B1D zEn?^{S%0r8wB1=N3oKiaO|lu(#v7PR=vr4073Cfes=KIi2;4v#rD^9+maV=`b+|8t z#K$boeROC?Qo4Wu*VS@P#&52x15#7dbuvd*aoPigxH^s@;I-`%TKSPcTw|iRulCoH zO8`dI00DFT&7VI$5(jh z4?OkO zE0Ww|)%oI!MT+bXrB8uInT0k+=?^jE9rRJ)f_{1B__##lQzt2vZRHd1f(7N%@s-nu zraSye#;Y^4Hxh-K!9~2XYQ|!#_swqr7`c1>L!+XhULl=d%=r0cKXa5lLti6iPnc#~ zrvS9P8EjD6nJ{hJ63|rBe=$%q)Id4;=gadAJ?jWVptw%4fk07U2XUR&8IHhxZpE$< zp^#(^e20JcoFFGxz4x+LiQ&#!EnM>6(;*%W;2*=S4u6H*H@r6AAsVB$L}L`M-$CXq zniuH>WGlyRE6o1s54d}&?4WqZFM-)jK6jc32CpG;L&89U6_R;|leu9krfrYNkmz{~ zdE5^hKFqE}xwG#>roh@+h%tY(+=Bne?l-!CMb)9oLQwIM&eE;D*BY^nIimzhWF8$t24{^4p&#or3Wo0uvQalxD2O!^Yy;LFt=DhtSHOrxKrOJ1 zW0-Zzl%jgC;+s%zVzwTqM5A9g;AJwICVhrpqvb|@Ej-z>QAU_+!lQ3si(T9UIHy|V zO8UfTY5Qo#*UGH!ti=>p(4|&Oz*4VFen>eG=w=H!Yh62sVqu6}r78yArL}E!2l)md z|JX4upPrI{@(4LRVr|6F>{=|d76I2&f}wj=MDA1aVoo=3VJ`}=&~dXPru+aa=%(+0 z_8dhTe;JV`ud%zFzqgNH3kJcq)Su~^d8e+073#RAn1U8>Ca!5Mt$VG*gRr-BgE~e zGHHvL`PN_>C0Y`6vX`~@w=>5xHO*I`-g}I$km*`Q^m~e4v_DF!-lXe&Jll6PmTgvO zHdT2JWL+}{e+ABo8#z@dSzSO^zC?An6hNYgb zG5muEQ*9|UE^5oJbBM`e`b8I;MG}MCdPLv-MHrKOIC`w2m{im(HZs5mQ21J1qaD*R zZlHe_^%PvRgPTk|bcV8?iQT-g&!<3ED8;U(@VS{3T^fUQn!Y)05y&c?E~WM?i-@HR zS20V&yh57Z0-pZ@&ii078xn>|tQc992sTI7I+gLfY34^+nDAN}k?gdxWOON} zoM+cBquLdQ&-lvMJ@w;2*S5;><^ip@RJV4eUB-8acMUBbH;kli;qP(n*MnM~#)>$_ zZZb{FIKqtcn%EmQz4Ak_MyugiM+*r)XaB4V`M|?V>^8xx!51G2%P|B6bo$fhmp)&L zzLR))lKuhz{Oju+4yBRdqs%?`J{p+m7MXZJDLJRxA5fEkbom~@V_O*`x<4zwGkNy) zPBp#R%WtGy71J8oV0P;pTNqIhbf#xm%O6XtSf}(fj0~DeWcV0`I}F8mEcecR6)e-% zUA-t9RK0L79776?24qcxw#{d@pOmT`Y(8Y#^SPro@MU$37cOzRzYPQZ0?S8If zStR9}uAUP!9Nljxe{p>o4CWjRQeOPBve6%T4YIekkoP%1 zgy>3`**2AG`)g9prI$^qxafD%7H-t2@icsn=f38ui(Me?6hC=;ewH%;DmM8XA$III z3VX$@Q#3a2jI7%Rw{g#!6qJHV6KjJJu0ph{d+M^n!b+5u0j3x(|5?TwwYiBBR@yX5 zQO7Pp*pQ2KexIQ8*!?~JZxr^c_C4om%s-Dkbj`!LkoLV2$Y7}^#oAau1#+BNO~q() zf8*X;9z5JrHhpY}{oL8W{4oE7V021Yc{)M5;j5E>z)!^(I(srW=nk@9N*ml?A_Ztk z=kn8zu4PyDr3bp~X<&}HmS@1vil^p`Y}vh@#E#AFnA10g z^L!pt+6S1)%h>Vlrhu|Zn+t_bo2^0KSSpHQ(=QhJB}OF&W%d>bH1dlDo`i*9Q@%?B7eiS@Q12N{ATW+xi)XL-#7w{Q%Ek0w*jrlTHZX ze0n>d1^km%m#6^mq)?dXW9A{3@Uc5CAx*^_Z7Y~hh1iTjX1_EaLrG{ZOnW{;0x&;) z3K4FX{4;B`zGTM&+|(LciGSSuj8e9iuNyw@hf@d3X%w!ge;EE2Tr>N%^ygEk&V&6B zSHUbd&1}nC+y2?x3<`k>xl^7i#V2T%>Qljv?mz)!N-i>^U~1hB**ti&U&co1lr7#R zYb8#*#?;p${cF7-ZlKxDb{&$Z!)G^QMV)cpbP(){619lxL%I+Q2z1mCv2*Wr<}W|T zhjPtLb3ikRx1`U&aUx4yZSZ5L`dqo#+oK*C%J!lvW36d;$)fCpV(n#Wn(1oc3zqED z;rgo42B}%#$#j)3CRB5jua)7gcdV03;a6KWc7VNp>0;-dAyYvX9BJ2?{9_4mQAWYq z<`0h#-|R5?6KbQJ+%xS0KpjkOEXq-tWjBO{XTdBwoog&}`_9l0i#M&|OTH}C$GR=6 z+q%qz!{Eied1c6l&|qLczg?;8R2MA?g$YzP8%mfar6uW6st#5F0PbvN zjC6}VIKlmnYsITJeL+mOw%fEt2Jok?w%VV7J5Et;2dlV`Q^6z^OpJUI9P_GaeATDZ z(*^)ZYvCWhyms@CW@H`GL_;0FLk6=Yv_^h@dW03aK(@U0Bv=f4_gp>XbBf7pmKiowF3koSyeF~&9qBG1FUdLdM5@Q4 zQ#<=(K?4wK6B(DckFt8Y$3^%_CL?=FPr=7 zeh86#9?{u5*exGP8;LqaeN-6ns?Hh30X=mNwt5=CrNRkX$9uw_5G zpH~y3W!DA;x&SquCf~)TegKbaw>^xXzkJI<6w#XI4=SUw>_W0(3CH(h0-E&}d})Q7 z%0sh{>>{mM;Pcy}P_-1+@&}fuLv+=0r)R`um4kxiN%=oY-Me>ZnTZ)@(V532{DHlK z16k~?{bCkfw_)1l(s%DjOLS2I!a!!>S7^t-BGZq<3U_NNRM=hE%R)Y6oV=W7V{q}9 z|2h2>ExK0~{Mm8XCZ6P>UEP~IUNfGtG8?DDhTnH0NOEV^zKjH-Aq{R3Dg{x+atP;Y z*9?5Q(RqbRa6E%XtsuOMiiYz=_*U8@)#99~q*sJbT)eIx6=EniD~310p%2HJN!B-} zCcl92gDs6;JKTVft*Flpl;DrRXMsbZ8w@!T&v^94V~fP%X#tlv9w{U+z(#*|F;~0I z5E|}b{PDp~5Fpic$urQBP3H$E=gQj%QL%PRFA211)dO#K4uY~+hmO^BvHO@M=CXM1 z#`frsBH)?{!zsl$%kw^TaVw|5%y}lOx^)MIO`rT{9;7LR3V9eGkhH>_(}SBVHTN|p z6lZy$O}!og09fPG5`g$@VyQ5dndPO({*zZ||o0(}QpY#jJI`BR{Bgf}U z$mhc{Kr)9@xaY@0$hfQGYMJ;|DtACGXDRKpB6h8B$7J*Po+&zt1=ev#zK399Q3KZ^Q#aRq=02}f>@Q8= zvUCYOW)pe&g^lnclFhjMiF6ZInFUx2PP=_psclRcowaYta%xZ-rjv3jGd6x6@NP@&hNBuWKH&tY9SrSP%K8 z0Ga=uNzyD0UjlD#CrFLhHyN42zU?|yST(Hx*}*gWH6C$#X1L4ssvfm*6;hhDR}Z=P zj2>`6pGXj2l94(UbYNsKH}i}eBR5M7p*D9$6p-8Y?m1bx`7%pLNKlc#!|`OTV;#^b(ZpUHhEg9sSNV_AKPiSFLL_vQ>{ts zogq$_RD3f}l9R8tzKHx4vakbw+o#c$4Ec_OEl>D82=5AfPM6Xjg=RRJ&0NlxGyKZQ zW8PFNavS+z`TU9TkDegQE$+DCFN^%$Cq4?QZwt4KkcHE9;mD=qnQC| z&dW?AE)bb5*CjDtH4ecNbR5SulcU~7#`Yk$0*wrLfl~8ON(eoUn=-R%k zeCA_nKS3-Ai!(P#V8b}~n1#Xv-cp4Xig{20OkSe15hq5l%jTXt9UtXx$y=Tia3}pb zj-s0ltu77b$lC*`sC9SCw}By-mng$!`GumKqIMbzTEfQZAN1hU$pQA#_^x=qgUag> zk9~BbxOI$hcuc?ZazBgrVhJM{d$RyvwUZ`WW&4FtKS|-1B37ligy`9vwdS{Lj@L4T z@1)69$-_L7Vk^+>6qW@kRkId-C@g-q%Wva~o+d<^kBF5=Pk1>CcQ#$6{@`T975bTL zHe&KAT|8}Ak*5mm5aslu4sCx5?)Ia`4Jq>n=TkIl8{{-X{rj3gnfw^p1vBKzC56*r ziz>?a;X-ZW(8JA%;SDgXaZ3v07DW@L>RM~sp2XXB&Bv)!!Pjk)i>ITGkmYF!*ks5~ z?G?=4%;mIidSozPmkBU|BAVaHCzi(k!v)ALAwo?970RZ+xHdTAKsn>}nzb{0`~hy+ zD%p774eFDkP5c@&;l zqkg4EdI$Hzs3hZ>AC74a1&vGxt^->XppyGuXT5oJm&EmpS^p`B z;)_avF5Jf*eL2zWDVEK$tzfgf?Hik+Jo7Hl?unv(WzT$05J+RE8Za zhCgFh$Zbd`@SC9SNDNCP!*-bD5JE=>e}ImhYLd6Ii^u{r;hj;0$-HXKOTRk%t6evr zR3$5CLKX1u&6+*e_q)wfGD5fI5xmOa5PK})U*H&z+80W6QwaiN52ABmmLg_^pSwa>rVZXY?e63G-X67 z+x|Hvt4Fz?>Il-(%@i&!JAInO%OP2c6<2gB7`6Y?se$QyixHS#|D!Y3T5M7}wC?TO zX}$b0J6b~r?N5gXbe$nfO6FJJ{}!aT5QDPMA)Yr~PScq406Mh!BD$Z(j7w>US073@ znNHsnQ7K`JUh=|n>i1pz&`MN?h}IWq=GSL5?LGWUbA}r>O+GKsRmvhXCx3#qG8ZP% zM|Q8Rm`+c2Ez}@u0h3YMouMgaL7&Iy5s-%d4e)M>!AH42{+S+k8goBI?hbRd5=GEq zg=e_^?FE3O5mN~y=0k8#=}#?iBtpDO-4`CsHF3|yEZ~>f38F6KPgrS8kx14`FfuZn zcwIIj5b&|Oy_8oR#-3duHrBwBm>-1I&>1+%ZDCTVZe069iSGw_58GVq>zwTNBuKfO z{X3=nmlWU~pC8I6QK={+?dyH_82}ltopTy1hlbkG9Op4OS&86#p5jP(HTd?^|@$U+=eOCxh0_t?jjwMt3Ku9F}TnYp3K* zUsMXuPUbHBQ=_zxqxiA zt5}p@`BWwe(IpOPd0sP;%HS4z>a^unXHP6d{7<`U@>Bqzon1Vchr;Ip)17O~x3bqX zQ&+1aYTD*|XB$g5ET#mYXFWndoswOn-N__G8@=63G_bSUzq|6=@->v`ac$-SWQ68F zcb#`PZ@7}UL_v3m?yCoZx#lFB)t*KcU&MmDig=-Fhj5Rv3TC`nwT3KcYOn9ZW3FU~QW}Y_sDIk3ay#jK-Tt@S0W{rN`fx-i2All#^NgdR z`O7&o$%RB2z|DG%RL+u884jgkXzLOD zq2`qU%N*kUhpN7o;NL<~5UqdU*%$}x6y*syQNfyuDSANAag|yolF;%W@ZNF>F|@2r zwtBo#v3OUr&6OtNRz3E$>+SPKeM}WOa}T$_oBW`x(g!81eaOd(zOTAozq`&gk9MY9 z`1|W~M4MSslMj4*Ad`2LZ6-g-Vd&e~{4g`Wy)n@_pe7ACHdVL%J&@-N8v5nl;q?WDGqomOhsj(A4wx;I5 zg4eH^UeS@x_@7J(0b)O+-H*HOMAS}Sb6hPFwJ&}V?F(9~d1Yqd zW%}VOC&>%f`ddLh$CP2D1M`xUXg-;>m_-w}P->cThOo@x_5)?&gbagKMOD68NlX?I% z*q8M-q9)R!(fe!~?3bV)$bF<`nrVBbM#Ru?DZ@4v9|#V=c;3QQ(p{$xpY744hTEp{ z=gth5RKu*yre?){-=QQe(HRd)bgBS%+@bVKtt=DJhdOP}e$HF*=kpK4GsqDqt#@N)I;MQ|n-QmnFSn$e&lc|f?@luXKeCY4y^LHO{yKD% z2Oe0j-X|pCp7t}%D8DS{j&*(J{IWVsdnEUj!wa<}u}&EMK9`%mW2->p5PEX%5vGQT zd5Ra`USH?-yUXh&Hz>n=-R59KBY=5Q3j!T4>fL(J>*AV!tPJT>+nv+SHfDXuJsykK zj@J-0bZM9|k~%N1&kjv>zS2Hh5t2ZcL|1>ZtvXmf^A1ee7TWr4v4^WrAos@VI` zWbr7+$Sf`(X7POCcIn6*yBgY|pRipjk^4M_YSICBsu|ZfQ#_h%$v@c879ob* zcEw*znFgG-qVXQM9g~xm*ajJ^_5K?EK?2KHo_N85akmEBpgN(|>l z7}zVzl(cxyVj+QwH*MOJImm2Gc3iNYER#GOB*I_kwPsGTw2$KW^~#>eY-O+740wI> zLM=vEQa*vg#$;i#U1JchnbsVnmM1DN(`$Uh%RD6h{VLv^S(;nNz>IsSDz;_)UxHp` zAsX}5_3BxZCbs6%kFAmfJoOu4G~>gfeov185}D^5BWm?h1mjq3a@5}28XC7S6Ig-{ zex$hn66o0=SyfQiGPihZ{mV^Eo3W$u6WwBD;1j#H^}dc1NT~ZWm&ippY3%8XBj=jt zfbOF}rC3=JIYrhS>3vq5#A+3S-spMWo1+z_Y26p=3uy2~3>qQP|FGAYJpF2A292f3 zz4^1WRmWIxS#KA27lq5&M633pMEc}~#WL#qwd_q|5Wfr35ht<}?ROz`6kUbX_&5^k zneD-zwY@#=*M~Nt2Ybn0sLU1dpepaNE3FEroT}1zlDqA`bztqYo7&tC+=OPYdPC38 zxTUT77|l!akdIJ<3-Ev@Q;iD*jnUA9r66b6Xd$?>PgnkmNA-}B`WA^4P**Vi)uO@ju2U+g5#p=sF zIU{5dJ^P~?+7Dc_>H1~R#|{nYb$Q!wp1j36C9TtZSDA4kbIcxao{7--`rb$P)}x;; z%A78$Xz#msq*^NbCuU3xinvfou#-Uqt;m`2WFJj!(7osHDCTvOnnR~beESrN4*h1P z=cdaLbMX=n^$P52%etD|t{k~flt}a{jQaH^$ceG7p856VaBwq<=HxW5X5(eXub+Dy z(%QK+0|u`>Kh2rgGf}K1B{c=**X*5v=eoMF2Q>+$>)Gf^KSIxZD|29n6;ve7W`-qD ztVW3}6Mil)CB&X14=?WtHx}D8d}<1t5o^Zx?l~ijWM-9=wY>i>0U^mwG-&3{*5uU~ z%$hA5Uc8aQ!^R?Q@tCnnF48_&rp-g!t0tzU8f^SNPv+;Z*YG^ZbWkz4VC~1*t z&4ZEcj}KNxWLx6hFI^V->TeEW+=E_UbGqv-X2EBwkaG{YA!~JG89a$024G5lzcxH^bubEpmKsIwKzd){OA&IYyOahgn)Z1ao}gaRA)0t#fv5qsSr0!FgfOuG~XEEj6Js( z4h%6srsx%BZqjaQ%mij*i-*BCC2(VBdMm=r!%^N}le;<}hu+meH%x*}S38d+&OHoD zj6cKZHkmJy1tlyR(W%1(6VLcs6tJ_Mf}S;DC0$>Xdl&}a)d z-%7#s9bC1eOS26GcHbRlEdO))yG8i7vqmjW=j98w7s6qEp}4--q@aR+C*+_V?(zH7olrNP4Hb~6`K z*JjzvEqVXf1tX08ug^HgXbq*b`RqYk0wtwx-qLD;velpckQmWtyLwCI^up_`kAZ2~TAp3UDXHpOnn|fxVD!l-q zZ#Kf*ETQ+Rl%0jmF}7&kSzBIj_&Ml3ho$ws5-+$}x28Hei)n80ZLRG9=sMI?8xioXlaPdUlR4pESv7GrEyIWj}wYv)5N) z%icTKsED<4g5Dm;k+Kdu0g+1Givz|^qzfxgrG+^Tth{lIb)qc$j;}_;`J#ebzrwI( zkD1&TA=~s@)aoS-HQ6pR8Lr#Pz&LR&HLrtNt zT{g{oyo-zm$~=Plgo0=2JFRc8vSdiLRhebU@(VwOH%i~C4NbIeYVHXMzNqFL-T7Pp zUH_&3g!x8d_F}u7X3n$SLh2~2wwvo3G3uNiD_Y!C)CVEaCO$A$m2uaODZd0#)oc^*M zRUIa7Di#O{2!2s+IlsZWRQrDZ*cqRbufYa>viN|JwC)F_3y@7AH}^a-`*HSwaLfby zoT*3I?$ZwPn{PDLaI1_LH>Y2JsWJ<9GqD1eu_n(zLmghaX~owvf4MYH73>((wK%qu z{^)6d#N4zUba+L&ooo7@UQ{5}l9&x@rlAJO=daLnxqJ$QFfZe-vJ&q22?f|WCa zq0PnJ+dh02GjuVl`+vS#Jx{}SFG11fdvh!BIngk&+6eepofg->2X2J4-g z4Ed`+yg~*zaPd#VOWt775xtiu5B}vY-is%`^Qhunj^0M$!t1+_7;x7w~v8%GHvva}T$ZH4Eaw>r@^t-HGbdqzI{UXDvjw z{Mm54^Cs^j{g%Z}gE^-ynUWI%=qV98Y4&WBO?lU#>e#fM?RqleRE4gSbwZe?95rYGzVF#a*m6t%krNUTq zjLAFRMcNElxXXnjRM-Mdrm00`f|9cYzJ_L+>XJ+^jIdUe4eX=Rpkw~=PH2Ep{H%0Tm-LWWI zqU%Jm@TOT(P0ek1Sj`CLr){I`?t024lShqDCK66J!;bFDE}M6yw9m+ycYnuFS9VUpfruJcE&{0;`x)!*y_`8LD)s4V5cPau4*#2q~Xz6^58zc&^6O+eRw$bVe?~ZE=_`>9U zE@{E+O94KU6&d&3Y?~jqqPy$CnYwV_N}xY;+=S~%Z#G(hzX;&kZ8v36%a@_bS<>bm zNVD`mxO>Z}xSFPI6oMrLCqRO02p-%mxVyW{;LhL@G-$Bk?(Xgu+y@^dxCi%dc%CQs zeZT9x>zsAYdVien+dr7KHhcDTS65Y6UsrXt17+dmY3=#gYgTyYXXDM*lUeMO^F>0; zg@?(Xctop(RF4Ay$&)tChPE$6$vdE;nWy=cm-4wU=E}3l4TLfWm^zo5X=|OhwYH

$AS~^FW06^)j_tO36Wf#w^QoR(5fv<@JngjS8D;sYDx$U$}Ysp3< z1#!(QV@Gm-R`gDmR_hR#EV6*D8d_8(zHYL*^k}O5MCmKFqdx3F&||Ie*_~xGf)bAYU*q+?zuDLa>_m7-zc%c*PIjM<&P>kmEk zvjBM45P9|O`k;Kqnkgv)xtPx-c)ZKNZnxMNz{xzgx<8`Ucr~6cKij`voW`rt16|)d zmbk+cw4imr4k^DFIr@VNe0iUCaI8P5xh=QJ%De7tt8aJ2-lLKQ56enWmu82VC9ZGo ze7g&$$-LOaxQOER7{IzT&*`!|+wr;LM;Zb`Yt|CqFsOdPeyjJaJ#4@>S!Ix&t){{p zv-}l@F35YyO5)Jl8+RC2PNt(O8e(2ny!8a1Sl-?*E1asg+Z@|>51@pCGW5#oo^+&9 zRooXz%iMG`?9ueHoKcTw2Uepw^;3T!`*T#_%v({K(B!H(SxM zXLKd^<`C`s4o(pp<S8k2%UpD}^>z7)BK=Lca~;gQ-^%-7Dy6vzY!q$4uZN+z!f$DPS1_`qkLN zsX?WX*f#-gfmmg_re$WF^$KuJ$JX=1QBDZ`P!oZCkMN>*Xm*4Icji91sDIk->-f!+!}LuGaO7)UZ+WBOo~`3ak68#(&V*B~D5fEt1o zmollUe871w>cZ+YmFJP39V^@Kfl*0j)}Ea{g5scWlLw3~F~Wp=glKT>Q@MIg@ec}g z8J?&=`-s;L%$5hyWB39cAt>kRajS6Nc2EkQHgsvMFrDl$s9l8_s{m+AjPJr-&gg4W z#@?ll3gy|3!tnb)DgtQ*1ZMpg1iTF^hpGk5Qzq&7U8|a){~zq<>E*k1M&Dqn67rc= zG$SZEZlZy|Pk4qRPz%O``CFz?XqvDv`iVw(@jrOP^2SELQhY7{;UfP}!$r!T(eS<@DKu~PJ^1+tR_C=j=Dqsis|o93}2gK(Pl@lNDU z{?DVG?x$U1L{wS#{0AH1Iozaqa4fzRdDHzqklc_GaiYJf`EtmOXm^evWb3rN^*snP z`&84|4kx9$A9@@L%qE?=z*;1z^@I=@u_T^<62+7On?j2+47<+htwWXPwP~r7+8<}~T0FvPX!O8J$QmTg3kUOnHX~gtg2+R7`c>RBzH%YEKA6_8~Bh)*>vWcVrTmOdfRQymAxt-tRQIDE&4zngva0&5`mD^9L-j0=?SAOOJ#Dn-yH-ZE-2(F<-fPP1~@qvgsx2K$aquOfT4-42AG(LfAp zLw0m${(NQaXj8qA+=Se}%Ua@9)(QMx9UEbt_hCSRNi5*oQN7i&;a{(Y;&3HZhqel; zmc6uf$gY0ahKqu3tu)LJ`j|qOO{6+Ed#hQ*1OTph^n?8e;wB+W-9Bm~m3VuL07l@b zeXyELrIsA`VLhZy_MZz)10BhiH>>n{W(@)$Ot>T!r)kXwBNVfkH5L~vLBH@MbEyqR z2|8y7HmpbDbZ&>9gnv6^DA-VSs8((Ug`%eQZFn`P5^{y`vi+qWVM=Z6XeccNp!c0w z#V+GXRb^9gOjx^&bdx=}kkPkvaioh?(mOH{^rM$(|wLJqG-+~`TxAn%{ zFH=vG=nJVWL+Dqve1R)tBl9_xN2yK~Z;um~r%b;14bQPfb6(!kt3UmL@@2#RFTM-V zqtnsQJ^#d%hkZD;tXj5n&h)iJ3KH7tdh!*L%=geh>It9=@uf`cQ}eqO5ib zXPTNSb0=7*QNor?`B@k7J`+|xzwd@97b(?6v!FqRm;gmh)8icM@Lz3*nh@nmV-vn3 zh7vCLXGC)+@9%jFIpmg~zi84K=1%ONPM~t9Gx&(D;grK`e@4T0)1QswAFPxB_siML ze_j7=8q0tF``^S46LXOr6)FqY`+3D^=X`FWm^RHym^DNy3o+a5DluR+Uf|{IjM_nf z8Jl-$bss;dmndpFup3p=(=B3ve{M`IV^Zh`zncBq$Sh7uYP~t?bB?Kjy`KF z9g_&RD;J8!?PKs$G4<1(pVRvFg2o6A;_*cBeG{lP2V%Tr(G`9JN0BEWgUYl`S`xt+5V)7#`smb}Y@ zbz61EbuNp655(g>Rj3K(+7%QebK{f!a@FzprU%Xyt0lP_w(#Sx7guF8&sHnqy&pcv zh-+j&9-C~ID+Bv^CDTs5BAW6A`xbgwYgk55loCs-iDm48dU98HF$qB}OX-_hPh^+s zgqE^5_p>)=!*?JFezmF}Pbf_iR6r$@lSK3F5!k-+pOYcO$qPkoSdVH#0l3dq;rl3U zw)lesi|!U`n~i^*?F}#slJ`+tM`)3JUa14uVsiU-(Sg)|z`@-gUe~!z(L1*6-p8Sh z*LuF~uCIG3-a)2xtorJ@G|i1$&K1}VZe%G_KLhZ#88%Ig{TW)<4zRo(-}8QWw_I??^>5r za$A1bvSb1@~77ZV#>Ko_mjW1lVdao%pB?DkJ$+edIn*ZW7s$5xZ{BC=`!!c^N34w<< z+vAhF_&3p9r`axPkD)QRoLM73+r%r*i)9Du+zRu_l|LQK?0Jbu#=c5bfF9)*)+>st z9!%&~Om$l%n5QaY_~<5QbiHPCK#)Cjwed@`t%~-~&b^He!XkL!7!Cbp_1kYx*0%_X zIsr2UUp6P=kw@zouR}c}b>jItey9KFPUP(4=xs0zFt6-yz zoltgT1d}u+Zx1WaSGnU1Rnyoo@A_Bn00d1c#e*j$Z-&!~mux!#U;9l~^Y)#07m9FC zOFc$`0BNw{`My_&ipk0I>+(*zHaUs5 zHVRew;YVbo!otgC)Tm~5!r4X(h9#Ab{j5M;F=Zv)%upf3?vv)ks%6S;2Zn>J-~8s! z`w`90zetSwp(q-Kj94wNQOuTdo^?)mJX$bP&kZ8&my?G~{z#sS`jtMExsV@SRM`aM znM%PODCzlt+j*;E1<+db1H4!ABR!>PSVbe+WtG}(eCW(oW!r+v>wcW2Xs>)Op)rMM za{7Aq;OBFbM9oQ)4sa5sF~w=gq3!(pd#s9~X`1JxvH{yjm6h-e2@sO}w`G+9MqGQa zsP%5Oy4L+_X&`f})}NL*8AIY$yYjR+r88i{)80qk$De{b{Ro=z4i!V+PbSltZ9wyc zj0UO>)OL8_Nu$T(8EVH^y+Q4Y4VlrCMWs;ux#4Te&f!t3U+v)i!Bi5-^z+*EbLkYv ziKK09_JPYs!F1=#Cp8pHm)Ph1y|)>v%{!urG^}i#U5%*04>--ARLM+fK_T16Xn$Iy z5XR^Wor$bL7sXEnLUh&J%C$0D6nq}`7>+j_ZIz%|b(Fb=uZiGNxUNDWtYKHE+MsN1 z2QwF+TAc^DUJN0K)o!uF6&Kn(HR3*Bh;cu#vRX|~X-Fx%qD-9IJ z{h3qOc*4}-P7#7pSUb>s+3aO9_+t2AYZXPF1UkZ&nmgDE$D`F)>(q1wSnb==AI=1L zKN#Y*Guql_kDyemXM3U- z`Amm5~OmXO&X7gq*htBt%)d5Qb_siu~{7s5pkqnc?ijIq-ypKn& zte4!^MWuBJr(MI;o}8*iV%L)i)+gd%8Kpa)#KN0L*V^+6XF5dR6ofgdNvr1Eki=hKmrwMU;LBx(lgXPBZOjVsntrI&i%KQ9 z`{{zqssiT=v5whC*?BHD*A&)KrN zOSqcAFpmv|#XCjM^VVC55LzDKlT_l;AHlJ1Nk1|17 z`@V2c>YL?>DmOu1ZL~X-$(jxFjyAVAmu=bMhCCI`s;st}2kfh4GBhq%@(U+EIh4Ae zCKI|d@NmXQ04y!UVr1HMKja=VaA*5W0E>ZyQ+P7Ai$33$^PSs%-{0+JlOxLvO$Tr? zzuEhZo$g-YHl3Iaw$3v41vDmsk1xCwe?xJE*bN6VvqV z&W^XS>KR*M`A0YJ5&p{wUxOUhr}2~hpLCbyoJ6}nebS18MyQ$(=1xjZOca+#`KQB@ z2yxNLY?rocCg<&h5olIHV{{e!3*ZOA_MUK+3@zJP^+&;q*1IapdfpuO?L3f7v(M@{ z%icCgSWWEO^`&tIk%a~Gy~bTYyFtRwe+3%L@YjFhQeSgnNEB!dNevC&&u#p+b!V-c z-0XRpue)%A5Z`tk>C*0#3y0Sz!T)|%h?QZr=m4j6GY!|L$mz82p2gNAl$y_;0W4%> zW_&P~D{Ad=_JOzM2o-pRe(umlNbjLLUGX9NB1Ow(cl&+QRb!XpO35{~#azm&J0&C& zCGDC&C(QR9=W+1~;NjO2tHts)%PAuBx=v;=(WAPSu9x6=g}a~@pSzMSn)wLpru zYZQF?rfXW*Lwj;1&qZq{;?B%gF|D}Laue@gDZgVhFCJbBv|N6RI#2|bn~u|8X_w$< zWhh%2^Yu|kT~*MjAd!^#Id@T2C29T;+Ryjgez5{z`LuVB%Xkco*aP(}sR9p2U3b^z zz-kLY&l5B_D}ciW3hpo!V3%MXf^MI)cP5POZx<{`DZ{h#c!&Q}DoH{8NC{G5dgWxW3;q9EpzDf0iPxc-mB zgZh8Uhd=%lNi-Fi7VJbiHSi}|gmh-58Ir$P4%!xRto_X}Hd^k*a8O zZTlQApL{-GV@o|4Z0V zV^JZhPzd1)J5mvl3V*Vh8abokgz{r4dWCx9V|UqinOxwrQb?M8v_#uxVa43j8wcGaJ}FDl5NzYewaLe_n1q zGQABRpCNW+&mfvezBm1JqVIqAp$71*m}3wg9+!ww0s(|^FIxCCX9^S#T%^vn8C4}6 z^;S#2k{ueA(z^>Z$bgHJ(7mvppFtAO`l`o~_G8n~W%%jEtlN+GdQ4+dO~uc*f@MAi z#qdXZSvR#NSB4g$npO`Ibn|(vd#sR^evtA;5u(jRAN)>PRHNaxuE-tVRTo zbUwq+TRo2pYG;=tOBUf0$7u_;acqQcYI3yTf9jcyiyeyz0>& zIjv3bUeT0#b$NLX*vFt(K`_^kr<}~J{=fP77 zql@JM=%HoRJX*QL!|?_S18_@(mmKRAuTq^@FhXEkK5mDj*G8GikS4o;`x58?-VrB5 zZ9g>hgXYcDk|z64&I}oRqZJRl+HI|u4Q(7Tw|`?NM?$??0*R)mN}kuk2UF(=cr)%@ zHNfuDW|aUJYj9>(4m|af5AGq`IQZMNfb~ol?w)WTTUk*`p@;YTiRl}GCT~4X*@lR{ z&9oV2lWdz3t*nOUL(Ou4npY2|kL$73*V;4t_A`5rD_PY{$iDaUG)WU9yt8z)dM$tW zdz3HSx}2F>IEiQb;|! zDFp+?DU;2s{@x$3_7Lg@SGkhTp&H?%oAoX3@$UF_OIwYG$&#IRvA69HriNzK_s#`O zEqIQA{cm_AmU12DGkoV2_vw93bL`*vJ)-9Dp7A`&kHe&La8bom)J7-84z$0EMW}*p zMk~BF8Z{sR+0UaB`lPJVS=N2`I(w9-7E$hRMQ^q2J-3^XdA!mXj!5HY2YG6Eh03-u zm<`h<6DuY*^q$loBV8fe5b`u*(~RN%lOXw=*mmz1UOaX^@T^%QI*0cjFJOWoPKQOQ z@>SE*mkZrD*Z#ZveL(ezI%GAZ+L@`?;Q9j_7YjAS6{NV>r{%8^Cm&0sUb8=2i#qAR zN_9$8#WlS_qT_5NHyV5x%eZyiW`M~?Yfq07=kVd%apZF}-A+B{%eW2>dAZ;RG7)@7 zm0cNnDnR5LRdib+2~&t3LS@hoWNiAb`|pCcklPK%_1fN_z$u4)X!j1mepb1XWOZ8i zKOGP3JV1ZIx)tPo8=}(;^TV-~V0#~^u{1E-{=@4ImvE_6@ahLU8qJlkXhiDo1tW*0 z?(!WQH8TXXiZhNpNBI%SUx@r#DX3(Q5~RARcHMhV80i1FCNCLxsWQuylj@!5wh7!( z7Vf!oJ9_dN1Oc+>lJV$DLI@Y|1~%sJ6lXl-Piwl&hazpZ_u4Wk+;cLmT+r#wBd zIn2^9o*y67G2jOF1(H3NkN574|#@^3oWl&{hz)Z;Ac zWkf4YJ`0?vhc}i@TpIM5qQ*}-gJ&X|;-Ebk*>fclQr9QXCX&X`O;rB{e<*va9rq}D>C=Xu6a1(yD*w{R zfB)I#;#j)y5n{73Fg=7+sbUHmdEaRh;Y8G{;_kssKnQqpX1BdDZ*{9Z_id6NGB;dgArt&fiW zEgoE09t2{D6xJi5^+~e#v zxLm37WT-rK|CKIT`&iDDMkGCZkyWbe4Zi`;3~?&Rak$D>&`dkmS7?q5$&gfjVAI2W zLTd?ixS-xkqpg4GtLdLQtvP9YKw*0&$R8p0CFELPZFkYaR-n&JVE!B04U&sah|O#3 zPph?vc?V%JL?rMyn0~P}>U2+h{8E~vbcQ@rsb$oq)6M<3_^J%jBBDUjxdAZ}pDeu$ z0O=}+?EHqYs08`LbXr-=YoGhAqy1k~*pvs<#^TnM7-c(ZLzun#r=G-IUz+0HXGREX zhK7IHwiPNPmG`VW%883s+Oq$!@zo(|`ihJ+8*inS)l30#{T^rTL~ie1{mgY^%#a0c zJL@KkKpY9J{r-1#?n%}xx@>ze&m&>|=QIyAbo5CyjL6xYaOibz$XQOfl=7Pei9rP88oxDbgKSREF$_)Fe(~!9Swe2A%q-NBa zEpj(DeSdOrH^OIiji}{9*w*WCm`^fq(4W{cNzc7$?>@no>>&EE?;Dtp_S7OA#GFmy zi6atLBBLTlY^h%m%P&@7ej(jwc4Pp{tSd${V*(U#Nmd_Z-gyU~<25OMW*M#;sI-eo zio*;Z5vA)Ttni{(4Ybk8NhL*42Zy^Nxh#THk8AkAnJ%LmpH&f?6BZcUosWbd`o+jaWa?k(VZz-G z5u*W9<#G99q;UCwqixAnwO7WuC?l*qFN(t(fCt4kL&kr(GsuDIS4)|wAJMOsG#50z zNdNv$rx1VHToTJ8`A2~T+U+m+o8TXg#jKfE@^~1kr6NJMqEe3U=B!eED?3XTNCpK{ zdB$a1gFc!ai3z8F_qYv%mOjfqn&#o5U5W?oVDHxnEX2Gk_*kh%Np~?{RHH$aRDbrc5`MTO2eNaW;tMEvMdqE$)NTH|5Rb!%R+2P^+u* zg28hPM>{~HMWNw$l!EY#S5`E{h*V=!?k+9@J|Z`2TgXJi`N$J*mjJvuJ%w*bUMtQ> zfayQVOma|(m*!v>)Co+uA$y8)>*UHIHN&SKpLX@0dCM__PFU16u9a131&54y$?!t6yQ277PE zFKlZ|(M}N<+hAN~cXq|$pG)bnl~VU(LnJFlHRi*>d2UV-j88dNaBN|-g|Ss)p&6qG11nF_|1lGy-t;u8j1lmCDQ&nvWSv876wn`eE0;v8PjGZm%duvhsVO zs9=8VeEyhusZ4=XsZ?39%Tbb}Q0iOI#u*vHZC0G}$#c@=bd%ezN=dIo3+^#|&bNfX=Xe&xi zr!bf`m zgUFtn(iz~)Jirp_d`mp)Q|^nVG4JuO&5g!%YF_3&T;hX6$esg!i;;T)&H(Y)dZfJb z%`-#cxX+Xr2iL+9I|l=igS-K~Cw*lw)i4l~n^BV`QngtPzuemrS5MprinIjxmTCy` zv^*u$bL(iEwc3?gdB4^Q&&SZWEY8jegVbH7(Js&;)TVryqAX8eb;9#%9{7b?g2*2C zhwI6jNKl9fHT**jW$?nIdB{)^2k2ReL{Q2N|e%4UnD$fp%DrPM8v&`_;fbGA`M4TxF_YN#@wBUI+Wq=duD-XzFK zD)Bn_U<~jM2urKUvxji6x}CL@;qrJLiX7|v!9vvJsa(ERMY;qWmABsH9omu83-+fL z3}RQmg~V@q1g*kiXv)FQQqm8Dt-s&p;`4>GIIh*7e`fl~6BOV)jFxYXmvV(U>{$!_ zMvO0zC9vA=mB!7W^sm+qw5D_SYH?!|MEc`E3WA4lS%$)21$Lv7)8TejSu1cl!ta=( zzviEJpFlh4bCT$8vV5(UniA2A+gOj|+m~CUhVWH!##jqcIeR2HoA^yk`bRwlDWM^| z_r&-mc}S$&!7Ld#?Hz&VkupoCy1kB{=6W}IEehW-u4yyR$G?R2;cV}0HNPsJ-8srM znt?L%N3;xWS8?hb#&zX1KvdtkhQvP%k!B8}817@yrb@Z}mS=|;otF=?E|fZ$ z?=zPw0fgencLs~4hBrP-&}|%hVwQo13}faEU7r2#Sa=Z)EY(ad5|_C-4Q|;W^N~0O zf)DbSG$iVqZ&!W?X!S*<{2-&%?^)gSKdyub{KZ!cQZ3-S?=Vg)<&D1O>8^%6?iuPE z5R4fQkd&6=epUZA^&ZgYg7y<_)LMAw~umWf+-aU zM3i676rq0)_0fS`du{6t4xq^Fi2hjG=qi2?$E1vVt4MJ|ai6i&vsx`6^S0Atk&U?f zVWylYpUz3zc3JC0O-g=ogr$C>)e@rT{WfWnaClD_Yn3l^X zi(tl7NtrJz4K3d(5<2tEF-}IvHtcZb8sJ&dvD?UOK1f<@m-*>24>vY$h@{>aS5TQ4 zPmr(smn$528;yFz810>%^ODSd5Kkfso{E)U&t^r$`f^WB3lir|;N4{RT!JjhgAjrl zeOX;lO@0s}1r&Us`h}1_vhz4C4Z@fvTnq}NEAiD&Pk~Ij$i=Tk)>MrpH+g1fZ`#7r z+spf}+t@~~KOM$%!xmNetUy*b=9x$v?>k9ed%YW6)`MAr83X=s|7&d@cc9JAUuXt> zH%1@K*&IuoYo55)GenW}N%r$)?m=1Ud>(f+r&*>4^)ONzP=J6MF3!ud504+{^nut# z)#YLj;AT|=zhJg1P|9*u?K!m*shqC|%hpy?>O)l$YC}FX&nI9LIhUL-fwY^BL!T@i zF21>upUAB%zMw-34>tg9qPd&whZ)k-D)6Zvx?05&S8jgj+#X1vp+wDXMzA?gcD`x- zG($l5eSlFCYoBgq5M^NhyiY)%kebaM7m9G?#RvZuur-2WSKDZd16o+Z)@R!B>wh%VBh^RKByH!WFTv&*SB4YsdcW~0+<+nx*HYS86K)jvQx&c}z z3L&}o?_7iyU#8CMrI4Kg7@?yiHLO_sW@+7AhaL4_YNn;mEgXI{xYx6s zT(s6webN#sJd&pc(VtYn*gxhtbF5H3TbP&kgfblAVC2uHARd?t2zCKpd$33%ikE!J ziOyaP@W&|A_I5?EJSa876DmxUabyG7kL6npTzwz18Wu7Lt(HNaaBcJ=39%7(u&cqh zh)__RP`j&=;w{x}gejX{vNL>gD;lWqS#!a6R7}vsM0|a+m4B|8H6jnIVS|(c#CU5$ zp5()z@s_jD;^|S7$$B6lV=GmJR6Mn`dBGd|5|H5(O+TOcnVq}Vhu?lE zI(}7dSb%))1=AN5XR7J>dFdw)&NU81V|V+RL!kA$;!HmARihgqYlO6!QTqpC#%D?> z+51>Fv9Ns|PeuOZsTeGC{Y^|=nl!u5XH!oweyMTu-G~lRaM)JNRH&S$#Ph2zgQ6w* z&t>p{W5zTA87Tp8-puqmSc~Ty3R6)EQWDFLb2Ea+Z>+M@tKOFkw0@l@Hc0cR&zaL! z9W)@9!HpVp4-I)Y6z*9)LVs$h>qDaGeS?cFgVw-}N!8-?g)?#(0&;!2q`$~`7q0yP zzfiR95UdAYn6IV5B48MgTb%Zpqdq*IAYN=W6vnUKi6e0rrNuBbCABC(u}m3rmtB;j ztyz0hYl=91j1IzlmJzsOg!c_Sl<3kCnNT}C+a$W-2unG_MpF0nl!~sEZM1W&md=EK zQz+Djz8+xO4lf8YK^4wtbY_+9zhS#nysCALnIR0L3>j@pq&33PjS&2o`}Ias`to)M zq?MP_X4$M0gn8kp(01t6Sc(snYM{Ip3Hv7m&UV0vV#A4A(H>@W+ z7w?Zd^ai)rhFbVY)O{(ZwN2(jd`{(F+jv#JP|}r;uwQiC(QO)^Dwe8fReG7;DbxG4!^~X)yLs4Q zC2Um;6vPmkX}1_^G{747MftRX?eh8aLR!+_tgTT=tIgVzFhecU^Ul1i^Oy3866ld| zxTwStF&Lu#2b1D}k5ivj)P^>(xIftHluF6kVg2rdDreDEAaE#=;dM>>W=nqLXjCl2 zU|w}S<*OZyqWWSZ?%f7R`T$AuB2W~^RmFwZhsa!fV(FNk9axqVKCNPF7SiBO{+7SFLpQpca*ToX(>YpfGz7+dGCR;YD)$5imhyO#wfH zOrn4G_L(0A;Wsfrb7*QzjkSIW(vol8kN1r(;se@k1aGu90^RdF$grjMKK9kdhi)Jr z`NE0oH6Xrm_lPlW_A5&#j0(IE&Q0>~-#|W?-PN%GzF-<7m3VUVhER(GTWmUrN7wa` zsi%=C?QPs3IBy#v+o~U`KG$(I>-8>Q)N-|Wpa}p!C{i9iGCq>vXKZ~Ik55wlHtp{| zrx>q0J~Bwy02sQcbSk=OxoP7o!FW3FI~eCUfSH9v(84fQyRg1LnR8e}());MCntWH zC0chTa0z%fgW3lwD2RD{@GNEgl=eicvO&>Xd-`YH_P&6lYJ}?8Mjd-AK`N2>TPhQN z;ei3@y?BoLkJ`=9yw(Xx-qlE0DcFNJRf@?&Oo4eg>+@g6J)XEca5XIpm~O8DlYCz8 zue4B-uN_}NhHpQ{;9Q!Mtec^cg5#n#fPLnO(t-S`2%blwUAp;h7z<*j&8FoSAV zHjpAel)aiPJKB$yC6ww?1}9`&S0=#(zEl2Ro?unQ5FniJ?!oz~Q-MQO&9*1>HDDV_ zj??%&$ySy@1|nI|_ut$aNZs}6uIFAh?WU}7{$Qn4GB>BuC8D8&7Z?S1&RhQ-k_$zM zxm)qwFIaCL*#Iq@cK6DXjkVvd;PqigP2trZh2IeMv{8oOjHl<91c#O{xRZ0gBNSv% z@j&vCT1g)~faT5K&|&0JA+P+$g$qfn`>zNs?#KTf?}(zz1w!zQ8+a{V;ioaV!0AR_A0}X;pBDwR6gny%m}kM5RK?Va{{~I@-@icd*(jhVKy|UlLjx>?(&spR6R)HZPMy71_JB z8zx^#=P}O44|yNOlJXUVI9%4tvd(_ly~AjG>-Z_X9VQey+V&Mu=$C_JyWrnSY|sqH z-@f$y7SD~Jw+0*F30VB3J|H>>BN$euPa%Bs>@=|VhEruwZ+FLm7cyeMU+}SRIosh- zb~UoeI3RWj*`euzms~h%$XC|=(?Z*N9SPMQl_ttF^e}m*9UA6EWOCu%|0Sy>m)8j<&$&u zrxOZ@*&(Aq0*Vm$`6^dc1IwQp(wMemV+fKZtb-B^u8mnVd~_+kpZfaZh%l6d)}LjO zF;-yB%MNXs!f^oZuN7CJ>S4oi1da?I-R(t%g)bh-;ln|j?v&t7n^$8H(X$XMUkmGR z#0=P-no}F@d?M>4C|v9yC^(@Po);GY7m2`i$2<$a^9*d#v5t2$5+O&Nl2S#M86tPwhCp)0M#R03R*U2S0d+)p+p2`k4v|JX438@tiFe)&vZ&10 zztTF88Mv%?@k_=}D%0LoLfz7Pko-tLc1}8;he;ANfQ%_$G~uh7j)gGY8awgB_Is19 z$mwlcM|G7pJA|p4zKe+^`4YFA1NHj7)_|@TY5_37jrd0H#$d8tvNQvNs<=`R%yQf$ z5G5oC3!0>FGegHPXG?=;6+)Ej3^t~i@TJoHEp|Ko!2AIZ-1S+KH+-myR-}uw^*c-6 z*Dd65;dOHzqdT-4cRQ~0e@~Wk^Yd&$8@kXh&1mS8=|w> z2as?YBA4kGOg~e&U4jNqMgjI&qR1S}<5xK+4LA-tZl{j=Rq=G7dl}#tIFHge0LMr( zFvG5@t~$}W8F7Pala|-`go^C8mmVEmfuBQWYZ-hAl!CUVNLQK(JAh4)0G|n-d=u-Y zI?J!5To8d6YvHqUNNU~teFW5;jV2EAn<1r3F;p@iNotfvceG(Kx_oE80M)e9@lTBU z%R#lS8&>`uUL?oj0oe%VW)oetOp zY^_%$_hmXHd|&O~XntIN1L?TfUam;}Q zx*EPLKwDFZ;53!~K5bd0XYPGx`Q97w?9RAhoki^ZOw>5?4dDxxJwbK_TmIF~2Ay&B zoKO&=Sx&Rc%o{O$6wnBfHUeK-li-_SRDxGU=L7OyJ2t5zP@}{{GfJU-^fqAMx5HIJ zyC;huX0@6(d5UHF-UPgn(!OeaIAA$@`g*bSioCpvo)kWc#+35|o8kJa={AHjXqRc; zAeo`KacOACG|UqB8N!gUL`(0*O??d~+!HOKfXj6wA=f7Vfi0zNo{Ynx+s@cRMfe7? zcqZn%#0$>sv?Hf})iPBrmJO7{+l$4Pp%9q(cn?7s!{0~M>dtLrwm`Z7`l*uZt7>UU zo9IKO@wIyf4*xz865Tf^`R_g_`OBQB87g_=d*)t@D~R8khaDM;=?N|hiA+_L6;Ru6 z2ZzUKRmvZqElmbZPY^FGW!X_`o50byF6Dr745+kYJy6;6()%pg7kVK>Z*KQO@v-KwCGV)2`0*646)i`|wQcoWn!L zem|=6h9YE@w!klvPc!l%39b;aUh9+L2d0|Mb=y0~xP}I2PyIUhn8EIy(e9Jv)%yI_ zay3}fqxSQ(bh(h+;Q6il_iXjw8s1XV3_#Jxo~XnnCBzU~;`kUKnnMgI%eYrx%{RoH zBc}g1ukB-1({A!pD@z$$JCcFl=6Z%sPEwKJ#DfD1!R$t_XM{;A5tXlYwW>E)0}u}* zH@uws*BFuSP#6wy`1%XJp*W&!$^qG`GMh{y12K`9{W+9X6l5SoNw0okb)3lX8|-bh zm6KjArWIEa^=F~x9+HM~#3-3Gb(UrPn_tzC>*4Zz8+1lSuJ77Jb96 z!=q0HzHO?vlZhF8Yhd@3=4bnv4)X<#6OQ9X0U3$VcIFPv-8B6csQVGlXIe;MzjUA? z4rB3(Pjrv#yytL;NW{`?&%mXRXILIHf5gni)%=OaKCTFzS^zk~qjn zB^&2yghXnzD|%<-bK8_QOO+wx<{+}~2XH-~u`cdoV@bmZ_S@aL8hg8gcV3f=S3gA9 zi*Y7u{Zlh8ALl3d^2H31Ezo#v*%0--;5kLYtISpPh>nx}bIlSmorkG&x0JJsgiv7c zxVR=}=C?^d(Q3Dxu%y{qy_%yT`a%;fR<<(V3L}UQR$J|NN!NRs9|iyIG0sA@&Nd1# zCWj~uWaMTNzD#18HyvR%kyc%whMz@yAki^=nO2$W2Qsqh;s$e&Is36zF1O-vYR!?Z zcm{9?1QZQ^5vjWowZBGkMW?6YJ*I^Av_fD+V@=L=}EHaXCcQY>OjBW zw?V@!{0Bvzqv#kLd0c61bu_Z_M>MK{BzfIFTFSP77gHI$@l*IbA5WaUUbO!m z^X7~L*{11syQ@4bU>NKb%rI_&?mj*vxX_;JU$o2=S@FJ9=5xdeP1GX-j?r~e|D_PV zLy0RfV`tU!rQ2%NP85N?$3|arwUxc5Y$eZeX3vel>{3j&&N840G8|yae+BtR13C-d zj6T6BA)8xAwS1{thbDa5zKW}eu>|eaLX5H(!K&r{|xStS6m&plNk9n1q$AL3H)NR@EbleUtMTBe}IhG zBr9_qzc>On#K{N?2b_2~pFvzW{2UL$WS> zEF|RWVWn{zsGtg$RYa~&gQ63Pgr=Zo2Tm2Rvx!QD z50l-bt!BPNq1}Wq*9KQzZh=nM3%Hz$gg&$KVI2@5C+;AdHB0_7>xh_Igs%mD)!)vh ztbEF%QmX@-Nyb*b?lafHFl0EroW@La)@N@#m#9nU_K@|r##o-n z70;=GjG%19l_QSYd*)WVDc@~$GIY%RuI;Z~?{f~Tot}_%Z>H5aau2%l6v)sC*<{sC zQ?)a~cNAI+&?~&DO2N#p6i8h4dwMX@teQ4g0^SbD>2G=)a07`2yl7M(Xx~A=fT`t# zu&5Z%`6oX|taRBHR7YDi>HR%nquCv|^+%ND`?U^(zTBrnEAB8oUOzP$Z~uT$+;P=C z=V##+^CI5R(rOoCOX})utcpDOlW}U}sji=K`Wu97h;2O;A~R&vpQge9nnq zViZp7woKpD&zv;Xf&*jZSXaEtnRc(`Hc=ZVRz&CfaFjeQ_oYzBk4AlM8yef<%dFVq zW6$`mGVQ30y6LPq=;#ZEFWx?6^2ior)7 z_gmQ5yX%=4l@sZ2hO6xTUgr_R#{V{G229LM_UZ|qt{4}=)FU7p$o+86Qn*qyFIKQ$ zb(sa4xEnMy<{{Po#7-dUBKm6Tj0BPJ_i6W!kdV@wTPett5W%wXwN4Y3pZTqX+N1ud zK*B6PomhMK+lJLhh8~+H_&mMd_B2*?;3Pte;&HbQ!EfkzJ0sg9{tPG8wlh zf8Q1GcP;Zj!ASYoqp~3^f3uZM7yex$b~dW?9F*tRnG`Kx^?t>=NC6~4hrtJzu1d9- z*^Ef@lq$jeF488|B-@&RrDFo{zimsKX6D~Xd ztPf1+@b(vBZP4G8qtx%S)+yv9KLpQN;(K~?8TNYdxZ^Y4H&<=w1ynhe+V!fi8;W>i z>01)vCE}hb#>f|pX;l`AHKDs!#NgeHSFts~8DW1l1RFCrv9fRMfl4Npnct?61#VhT z@f-CeLA*dF3gdZDr_wXT!wbF4kUDRJP*_;ap=DnCr;eT+`nKzYGsClfG=EsjX>2r~ zwa|ID;HPR0)BNz|v+NOae2s|{GRMk#KY9XXgx`d(E%M9g(DL1`khTHsA^;CupIeS~f>vo*D}og43c zW({(|_&%d3Su3{es#+K_S3BswmPj*oI-;B7d?#h5UsL-Oxl3424llyI@O|evSa)?8 z^mN{EeWC`5Nb&mnhRv~`-ng)hPlP5UxOg%z;&ip=Fb+)(*Wu~t`9zF!*$P(L>3;49 z7@wFd95j7uaCK=StgS4)Qx~VS9zQeBq6l ztl^_ObPdS~SdW<7`A>KlZ6o)^UDG&`YqJ5}PaBktYDo?c({FFw96nQ14z(E$NI$<( zC47QyIasP9rPF3!8&G4r0d>Vd8&70la%wW>iI16of$jw&0fA25W z^e2=vl{|H`LE+T<2AErO`TII`Kxti%Y`6P&{G}KwqcJ2w?WLWLker@5>ZrJ|-P#jx zx+>mMTqYt2nV>=PU-V(A8?CSWDlQj3GmdNfe~>L)MOU{3MlU)%FCOClw5jcw-3b5Q z5ZS_aJy*UD>6VSQYuze^C5=tEsx2GIR=XZBKhL-zOk@4Vsv4O*9CO;ePxW|E3yhWm zKp?u`Y9=4QXiD8}!JWuWAFKjvTKF=ffw|(w`kb+CK`}X{J#)4>lXo&?ABRTE(6ktjgf0+bzW3 z}H%UIA2wWP)OZ#lK){)CVZlNIm@N*&&N33 zZ2P9&$ZFbsGqw18=2DK-m0{?V7_q(#5Cv`R&i=a`2#JPGV0#3T=^=?QEQVbb$^u~ z8xxfY@R}WKzJdXYi4w+*8wA{wm9` zcNMeOcJ?CrX9U}l|Eh!b{C$dtt^Uzx72O}^x$;jcw-3bgEDRl4gFvpmwz9Hhle}J3 zlq(z8SC0kUq0ID22O(Y6JNur>jZ~XRu=;RC@YQ0_P!Rgon=3E;*g!68lj+(f>0Da! zpoR|0>P)@qtFL8GpksCMw3&u34WQ-$SUl4kxqxw=E{U)cEps}v~G zjd*bmozzqvD|0CF?%KZ#LYtm=O4BC2j@dicpLGIkP~m%5CUSJBxsbUt>`M`~cf`g$ zLuN@R%l+CjZ=cH+%mq{OB;W-(UwAw1fAiWEYjh!I3q^9z;MC(Vw|eTY$&awG+|zC| zahJ`>n7yq_dNzeq^Tl)LIj-~@?WtHXVKe#wDmFnMsED z-sQ;0Ya184ZU-NfSwVKWlln$rPE5MkUqh}*O1`hGdOt~&R?Ff7RL^}^O`OmL8uN8i zUfjal0L}9mkYql*Xk?5um0?(#b~hZv-sti5A}K*?Om<1>r#=jcRK{JS zbuaEm)<-TZPzp_`u-fd8o)7Jp^v%AH!*WI15oF-U))B(|vHLQ*XY>Dc!T&)VJOIK_tR4O+lGSOL+fmwBX#I2Fvk zTZ-<2nl&O2iHtXu92P>YBm?2|;=?bTzrT%;biLNoPUY7=fBX<|E#k70jR+kyBC=@P z9i2qnjax-m{l0mJ9@BY(VChpXuso3=eKucoB0vADW|tGMu|*S;ur){oMkGS8#H^x0 zx!8Le?G&PO>GHiv>Qy>FCi%j8J1dE9;@S|+$@T!z&qz#GmX&rTkDw`^L+-Xj_qjF2 zu^2i`L-LRkK~RX{A2==jxGn>UU?Q{(zHA$;wc^`~fN1s5Fkxy3k6HYw(TH6eSkKk? zswnD$5n&PLTc^q^DCKt|iij8=fCc!1V7hV;zGV(3D zwF{0g7qI%s*6truqv_&E2tlIzBCMI%wCeRRuVt=Lf1Wlzoahr|itG zA7bnZL)v%bBvtl!WwV`zE5E({u_M(wTN^5ed(h7|f~?VrXG+HeLK{IhNw5~**gO^G zmf(aES!t{f^PZh3Hdweq`b#*>wP9~q^gEHzSu|V@G-3LjGN`8vos{ovRj+&{*{v6_@tm~PR z8lB$MBe!n-!z&Wno;G*GnS#0@Cx080w!Say+hO~wS)>v+h{{;h(ztrJYX7)ak3Raxf@v<73ard*S7d>0=TKx_ zpfcJ2Y*N1#bHk!a9X&c<7?IzF@^B~@0kU8l>Ljxzx94}L05JacT2s)OLM7bnINDc+ z5P-pHBSE6-Od)do%#$`!QhORaxdMeBkw6?$5Wn;mRNp4SQR{qsL`t|g#?m&T`keq; zen*Y^h8#$gwbJ2blC9~YCX<=;H(`32WeK5Sj#_HCp1Ftb6BblJ{G^7l8Uy_`6O$Y7 z3R<=)rSa54sx*f6nB?0W`4gpvL+D{9oXRTm?^hucqTJ|$RICy`pQO(gc`Z)q?16LD zjP|9%+IQ*#IsB7Ryds6}EZfgj&cY8<56$1Me7<-}*PuI7_*&OicC)~GxMg3YATzdM z^?c`9Q1LD7$XE7=P{9dn!aIqB^2?Zn;k4~NYlc`WIZ+iP_lS)~m~DLG+vTh8c&koi zGt5wLcYDy6bcYvivozw@M+CoV7n!4kZrGNFzhCu~>veWYJIU-rS8a4+ z;EV89GD`VS$&J7v9REWix-TCF4iT9?jGv$jNsL|TCIzOb6-+G*?e>t}kDqF@0r6Fh za{H`^?9H^9(1rhw55zk=rsp)7di>xmdt4=>pc1&@ zR-YnK_#ovQ=&RyeJ*g(`O#o*yqC!Yv$%|>Z@-KT5+hCbFN`8Kxd{f z(D?=E1gi)DWI06ji?85sodOsAUMe1gv)vwFhg}acBe0&6)_m=FB4=X{r}`*bwRLM# zdgI&U7V0&Dye!ps1f>!CI*Ulm56DghI;} ztlY2I@>Y%Zm27-90$t}xMbEmJqD<>eWcYbDICM*Dl|o))8iXg%P{% z2cp0nWeShJh`2N6;1OPle9&QcKmO%di>j_gcjySaYUZoiu}S3z1--k^^a_W0x{Ajg za!p!+HiknM1^l0mrPx)Q$t}_!jp$%Fbm^Hw1M0xemHD(t_Jw@8Lu|Ib_~6TVZ*U~- zjQX$_k?tTt;*5zv*O8JMTWb4mr%9YskFif=(&dT3_13@!XZHo~d?pA0KK^poJpM8> ztIm88x3fN`qZ*VN;%08Umew--?s;<4ph@;W5u~9UjNOl`yT)&Ol+N8ZH5|__rb(vy zBDdMnQ+3Jeq)ai^AI6bG_Q7k#wKF_M3$L}wlCmrFy7?GvB>d}lgR%EM za@8aJ%U?pJ-=p_LK?DU05 zZ#F8nz++S5%L!$V8^!jG`%trwbsXs9YXN>OcVDU@J3FmcK2Mp3&cBdD-xfhU#IyZ; zZ}P18LE_`N&~4!_$Jm>#9`>wv&XX^7g)F!g%@(5i2S_ck^gZK^sy}y_Yz0eDNiv?0h_4uWv7Nk| z2qSP>Evj3#H`7lkrA@#e0q#WNZczL6HjZ4<)`m3|GTDx`g2@-0i0x4`UV zNq;!eVjy=YdnJTCkD|_eMprpH$qH8`T6RY(q39e$;jA4#rLgkXysJPJ!Z6df^dLh9#?qx!(=RD`| zY;fB*%dluxZ{=rA)b&za8HL6#l_!DGl|F zW?r+(v%lOl@#uSqd>BU_c-W^Jze)|X<9hYvLE$~M1=7|d?Z9-xSygy3?W1#4_>0pa zjJ@WoM*5PkVHLC0yqXViQ6tO>gS?m{d>|DeR6?|8;b*!TzZ_$|Yr~qF>GI zt3{g7cd0`>^Zc|1p;7(L-Miw)@5QxS#LBpS$b`8QNR=4}gsv!$O$Ay>dGN}wGX-X$ zy;rU8--F(}iNF2{!%t`9)vj@rT&FnarF-gP6l8jK8b)p8eYUA8;-V(<;8lb()Tagd zRp7xRKZ1hG9%k()U%r0GdGO-2-q`EJVF~~E(Q=mKTDaBIq^U#B=Lmu4^W#<2Em$xa z-MLcQWXE-PAQBbApv#A>*$r49T48pp2d+U`jzR*j4GX1hc?mYd2=VC|ia1c?KH2HN&g4BlWcYTPr-bXkkj0xbyUPN4~6+Tgq zRex>KDLWy1cu%YHGIWA6y2OLdx!?J&r}M{S{o~94Aldozkq^EtQRXxInc3tj|CE91 zodc-f1i)BWA-=43Xls%SQraJkxd3usSYGufrv)7@`O8eYtt7XruB&B+A>%$Ey}3>2 z&%|OE51$Qu9Axw)h6O)b?s@t{AmDtGLtO&NqR0~6s2toiP)~Uy=KaYcWv~GQ#}Xc7A%WPJqjQ|; z--`l;cyp_DGT>2oFa0hl7aW7Ns1C%aDl=B)iCmyge#CSC)w?@$nZEbGu~ zq>H5Cmk+X^Jif8dJse+qQ;5H*^_*?{vwl912#@+|%uzM-iF(qHd1%b+xeA+l>jrsi zokH`d*c^JBsHp#(AeCq+m)}*O&6u4u@KGeI1G$PvqkraRNxA%iS(}@9TXpM*_@jaL z_h6=oj$ppopUw!qq><4}p{}cKyR^-2i74~M_7IDcGE-AlCrb0-P$d$LOZVmaP5G7i zMuQtOtP?NNL0nYOi4Q}8()rc7yvMiTA&vKvlR}<9$9DaSNV~xyN>RO>z&@pAqqzO{ zeMJR{N+NDx_$|v47TGlVVJ-DYib4Cdcaz;MNL`yr!XzT}mUGSm#VzDN(d%tA;BIu6 zT;)V(?7;U|RRx|$#LqsTQd5K!A?F3S#QNM}O3gU0^jYQVD zM*~n%tEdNdC-tzLi}luoBF;V;)l9tb%lah7@{(KMq^`YLhenPScyC=bP~$3Cv7#Nl zz`f{%ZR1FCYh?@%y&clLge2^(9335z$q{jboGkb~QziBQ7!F8S3N{MI0ZkA||CJJiU+W}`s5J<|ACvA=cp zD>qkK2}E|P;vgtt>?z7mh?J5vu&;A&*m+sz!r@KQrpjj4nz&&v&1PgM?Ka|0@Hxwy zb#28gUqG|GQN{FJb`*4R0m7KJF#^|HyBXkCc6`bz|0>>@Z1J@IRBoCTD`K0&t9y5* zdb<)ix#rD-=<4p%3^P{}H_w_S+d;NHDtt5|^xEsV{8pRXrP9pqC)L*w?gQZ#-j!2o z)$>_&6T3e0BRlVxW^B$yV`)ni@pIQ#q%~-5i^XR5x^#(;dZZ@rrk_)3!OW3ARqZeQ zBb)9`R5D=D{*kg&Bmb8EM94 z7QTS4^f0N{`Q%kfPC%*#%bA6gZ>OC!=ac;4ZS1fcykC~_SSF^xNJ@1Vqc(d^mqio) zycpl(k^9g-5-T)17u=i+soq|qsY^c55jX8ws&HXdH=h0!&6|qOFC-5s2|~yV(t4z9 zSCSV*?#Vba#r2Sp#Y9N{3hW!F$Xna(*i_Jay^<)r94LJ=w3vtt?=W)Fx!>1Im`d_a zB_*CCQd`?Jns>;0*`M_Nx**{u)LJbTk)4W@Jt$emcZ{hkOcheXtHmZ907=9j58 zeKnql@XT{k>?oL)*fXz$CviTPK6@yTzS5L+^GzmsEG*IZoDot?7EV^aiN(%}?Dm!_ zbSKg-dzL+0g_M?+zTkNMHQ%(cFw2m~fAABmhgr*0S`K{lrk!cmtmZa^F+y%ND-d2| z5?QBUKdYjAL-M%TI{Uo)=9zCEq1;h!NDSEi#$+0zogv|S1Xx+Lt&0pf8yt2ucFzJx zNIX3nVX+?|l3QifxaE3i+TMb_N1IcD*r+(vG|k@We(irBBp>EnVdEXE{1r<-nQkW2T>XmO7=)tY4atkhJ5+Qg0M48KoWkov&iW>LjrU$-{blTSwb zBm>Qz>f!fcHZul15CuKfrS~zfDYo9_{^WJ4YVW`1rhIwKJSN^H_2_oDX7N{hA`)Lt zJksM&z2df7?^fFTFmb0@h`s63jXlIMHy}%3r~UWRI1K?wun+FHR?zH$lg=8{wE8Em6p7c=O3(7}EbqC=-)3?%hC##nRTl zwtTO=-7d%_rKm2kO-tl*gpMD)AEjoI4XWAAYOp)5_^X=3uh^;gp5=4AK$<#L#+(UB zg}gs@)eElXG}{3))1O@0-!X+}$mCRICfVNPp$SB5VR8>qIR24yfnJbWZ7(E8=Y`1*fBv?Y*g6MRo6)mM7f2?aUf>0d_D7!iDD){ z8?=a*81~fZZjmoEI1kZdKquNzd2!w>I@uB=e5O0~I(lY7^UJt=)b`QUUAn)_MMM+u zEg?S99U$;j(tPwurIDUS<}AGNBq0cXuyykFfabNw6LIiMV<^1RR{B$gj1gGk!Ux>$ zHOT}=9>S5}GjX3w?}J}x$m4IueQr4LmJ!f?th3)QUtTnf-A!F-hZtzpN0Z%^Ji;g_ zS@r(!SO7dmhOo9kqNJ7&F{XDBmM1}v68z;D-5MGQr9Ful@lI|Q+WnQ_L134a_ThP! z)cEnK#>G-JtNJ12MWIb4l9RVF93sGL@-4^_;=WB}|p!QcXHP5{vgWbfK~~!i16Go75`Y@KFV@$ZE^4DzWn>px37o+s4rzi zCpb##S5#g_O7_JwZ^`Q&k8icqvm5i1=hsR<@05k+X#)pMx3DyK0pu{}bh>}dym2Ii z6QLw}bgnSvxt&pDyt74%VWCxX?@~g1tZpnBp17nWT)3czTz|MU{1s7V(R#urT!x7IP&=CM}aAl41 z>&R&tYQ6F|SMF#DP`dG)_STz;WOm_$LaApf6~XTwytQ1*67t{Ks0vPc@p z!YAL%A;zsw5N%B=)cX^aoe9l zjtvC|saOw+Egnjq&{UR+IlC>I;h4<3r&*ob;k=wCOFe_$)Ip2G6s*<8ZI??ojvEXt zCG3-_o-dRm4_{ucC=zRZ6S10b z|C;!U&$t4fxkyz!8SbKZ5w3#BR$@6u`^mCR&V38G3AwwRf!MH*NX@DbIZZ5QvJpW(LRr=OVu~ zwH-3h&vd)bO=3`F$X7;sC*}xgex%IZbZEd`Ry^7TF<+Y<0_x zOz6#{@7-a}aaSPiOYzBTnI0!j^#?nPoV%p+_|SZ#h89P)F?9QEUdnn8By9Y#cN$c2 zYJ{*w3p?GIH{#o~K__lNwBV)dl;v$G*h9QJh=bEH5Pb9Rs=mev;pbylj}vYi?+*bJQkOGjV){H7+9lDN`nlkdluWh z=O=V7jADlh;77od!7=~7`$4E`mdL_|uQ$VlT@L(XDQ*%{~0g0Jee#6a) zRjf3v+q;YCHoU5EqO4=gD6ss8a{mxnMJ$TjH=2J|s4(I(dro)X-R2td?N#f&s@aITPcxXxmQx2nbo{dj-0c^&env4~r9(`o4Co7Q=eRP+!Ijwj@` zEW_WlKDV<=l=>jUNjt9an!?FuiiV(2Em+5?{Xzqy3SG0m#*k}-9;ZEY&^F!{=gzz* zc^9H8gfF~>TqvlzY+RUlJnt_D2U<3XkaPacX-k}uZ4$a1LRTfJ(s{PMCX&(Z*b&|Y z*Apj*HommmJ(y>6nnP+snv+%R2`LQ2lsSQJmna&__+jM6y=+ACyhvbR8ZG8r;jXe+ zWYpmJ7+pU6(b1~x>TM<3*Cx?V{?~?9D*U^xx=YI3B%T^W^k?efsFudrPU(_1ov@Zd zJItDt(Ni`3?4d|KY6TJ7{_Ibgp{8zSPws!1%V*j#3r!!o- zXa{`7H?DECgqbLuIGV_g0_s8<^Ikyzt=Nj=NpPp*@52HJ;=w-z0sQfO(!KxgmTemF z4<`Ws{69?WxL2F_NXzzRIOgNT8KG&5kuK>5Zb;zC_L_^|-`}wpBtwIS|8Col)`h=sC9=<#?Nuj?0jXNnMerO_^!?!YD39b;94xsO4@-} z>$*v3$NV@e@0ytU-weczuc=XkT#J&rJ5ZDezionC!S1Qkw=^{+exQeQZ{~C#oT>5*DPK0t{L$)UB%GfgcWGU z1lL?;4UhkfE#V~L)mZ&Dhy^(%6gjG<-eHM|6kN|#SIML*yo(tT?GBla-}|nL<*^9X zl!@H0EE`LOopFLK^3CPl2g&^KOQsg0Tbjuw6R#eI$PVlagjpEF z9Di^H(YiX)&-aN`qo(Bq?G3pY?#Dgu#@v-CbFdX&=(><(i}-U}K4AtZ`=gC=(ZeK1 z9Xa$1XxVW39i1LO`7GLfoZ}~qhTUv2|%k7nV5U2g1sZgth z29h38>sFbv>cC^dQO>FBcKq;xO@1$JskW%~i(gG=;DOQR)^AFt?QdZH^4;s7R45dj zy`w{vj`;ZSl36tFa}y4CUkT&)Ce>wJRJdTXb?6~(;xSCkoiM2zj^$2 zO>$YBVb)upsn0n}`4SU+pW_DHWV*m!$M$SMjaA2|QZA_(RCynTMqAr6MfVQbcr<{* z4isK2dIY4(y2<?VN{)!sIvZ3)p;-ID{Ti3-zSpwAg&+HZBClc62fBhSMr;q z%*N%dOQzcx!l3ciATq^iz!(Xh4lSs|)tF;p~9);PYe=>>W>EUVne4 zJUn%BCS|d~iAjR>O%~|Z-aOTnK8vQ`VgG%$?;D%{AEoU+AagsY;gRW$Z%@wF`t&66 z|Itit(m?VAz&$m0Y)yMS|(f zRdF0)i8e)xR;QaQ{@roK1R*Oa z`bYD;`+XJBePvoUTK{r8 z?uLX%R7&YFuBJEI(IAAUuCtn1uJ{4B0Qon{HE_L^_lfN*;7G^+y{(?T(*5?(fzOEB zqp~R>AXcQbOv*UME8EeK-Hbr3JRPEU(o(CpIkK#XYMUKs6S6_V4GV(_U_CnBhLxZh z{n#Qy#EfPBa<7ZWWx9$ZXY@5dygdbk$)92Tz%66(`|aYY8DncW6d-O+t*`*u1CX(ApjUnN5O+^PV?g%g1`H((V9`O>MKf)5K$*!XkTc+!r8w?hae101^eq z-KR>Ih>=+st!0VtwA`FVl!eFQt8*H;ga|)D+8ba=U>|Q21J^NM5lQLKYHICC-xE08 zR&VP$rl%zbxA*d7_l6Y*rd}@0ez8usgpbXvvfU{G)g=0W+q8JR@~k<+No(G&xtB{U z&qCJ>*B_KK+TN~9Kn7pQ1gLjl-F}`!@?w^(B;B=;k$!KQ3cK2TrCAM;CBIT^S0VuU zw7r?gG-H5AOVt!_9`MamKQ`o|mi&UR@UoC=VX_O`;K+vgS$u?l{F4D2x?D4uDVnnp z9%)ynXb~X48S130src>FwMAeJaJhE{sdSLtn#8i&N?c>=dABBmXS3-$r*oGJ3swfx zCUFoeqs{NoY-b zIo8>V`Uy!GF|75DJAj>)oO#yIRPDUU_`^J}iwa!D6N zOS*$}Mte6Evy<-QEETBdGN9du2Zg@_O3(uBOiyYPl~BCm>uI>S@S*s8X#ybU0OoAb zrjp=Fmh3lIQ}(Ddb$@w}jZ(XqJ%#W!z_Ql?mc6U(M=Q-en1a(#bc*TI!FY6Ysxr*- zclq0=uVkbVKj=#^O)9I&2p5lqf!crQjN~Phc)JF7^)p0EmL6Nj#_xq=&m9*YoiX|8 zl!`=*oy*!KP%NbjdQXBNvHP}{4AR zlyDb~hN0iszAMGncy!*8fcL%AknQY(TsJI~vL@ZtAPQAL|MupYtazq~(lZoNZyupU!Q_lY0gCkPZ)}_kM^TyWho%$n?sG_wWM;MITJQ3q z2i{J!CP_`2EpY4jJ&L4pH&BpjF3VG38XmF|$FO8c<)EN*MGjdcW6FrLrSG5aK`}@7 z=QlTF8DSFXTDwa4<8SB+$f$X27Oh$9?7BZHHjnjBndOPnvXXN;X`d=*+54G|Z3 z^c1YCV51m~pAB{cSYD4G3zNP5MCNo>@ zweQPlRQ6^ZDQKCCxy0D7-KCOgd*0h7d!OOlJ)KWc>)~95$D)G{RHnNG5O;K`&5U~^ zDkXhehFDraUnfk0*;;_$LLV3mwbP--oJFq1y~t=TebOo8ArG1KFuZqw;pZ&)Teli4 zXh~|%%_D9z{5+r2LJs7oZNov|FlUCJ)43Ld>@2ZMfrf=q3GLXc7zSkK1-UOo)vL7G z_XV*E%*Y~tRm7}E>7X84uPBtP(_^MKwl&UvW>zQxsL8t#qx~GLk5Q3SP|Se3f@|GG z&dT|+_X?^%uxgs+EY_#+NfGP*x|zSp|CPMi-euU2DRdahSOY^0qJIGIA&`?ki;4t<;ZpDfU>3RM)yOAJ4!OBPqBu+@%QYv>^jFDy!zdC7%9BAT2z z)N8X0N&|u10Y5||#Z|eU4!p7%(C526xw!R$a^f!$D!pC;s?>goIk>z`!WDpi6g>K~ z*u%CQS%zkCyKg?!cE#pEbZfZ(^B}*)#jKJ4?XjOz67~8UI)^d*m(Rl+vLGfY(V}t9 zXyz!}d7=%ek!dw?GwS{|kYtpTh_Sy|Z?mL*9%Cfq0|TiMd|3YAB#letk=8iF27_BB zT`|9hqQoUc$HZh30#>s#QvXb)`ZfzgKH>jJXEH+<%izJ`(T(lJntiQD9kUv?qLep^ z8;mH09y|?~bsEFJS`48*R71U0!yJ8e^tkWuun}Qr7B5c%|H*YZc@3xOS@Ms?pKF|2 z6|pj1l=f{T--?^}-@x@Y??W$D!w>H(9O&hEwm=S} z0gRO2cL$?&yf+oQA#`>R8)hqC`{%RwOh>i2EecSI5chIl!+C!#2M{-S8Cm9xMx!G& z975+Igc$cwPAXOH*4q3W|05qn2+PL%p4@t?Igk474j(yHQf>VlZSZD5n%Bow5drmF zw!2Jhc{Xx2hxlK=$n~0f=p*2OHOt1vc`&m87+F6f)dJV$vPN@t3XjGECF)S~hlcdh z({9~cd_RoO8rBiDFg5F}O_PnbioudoHX*~e$hpG{1c4!!8bb1}BgqpdwFUX~tNv3@ z-68ujcZM%)j9Zgx-*hWYCX(viFFlil$1lTf#jX_06|xmblm;<1%QjnI%4(o8CZnzJ zL}9@TrG;&4Pu5&>SxiN9n6Mi*lIO&TpKH;P;F1aQEADw|*W@#}%S_>{&=5Vi=LP2c z>jtmMu9q9DqfVm~2Y@Jw!uoYI5OZxka@Hk9ti`l|4!{Oxa5S^?zO&jJ|36pAV>eO{nuZpy@yspd9b%%_6HXJBju7;SBkvghC@^wb<>kx3vm~ z4@kL7L(aB%Bk|K%H|W*43a=2K)-#BQW3CS0?+UuLPRgd9#MXLyCb#d3n9o`9GddR3 z6=v{meJ>6lozLC*0q6<9Sfcr5U-C^GzT0^oeg-k#Xprl!Y-JfpDb@!!Og`KmA+O2Y z7JWwC?j<+-SSk9O=;T@GnRlu=p{vg6)eOCC8Aj(QT=9XVu-0psmHwRZgLp@sPP##N zjig7M7?sd~%!r)xUl&2=DdgzePu;cl^XgufkB`R+x0h3|YJQfTl{ufKOR+nRM$4bt zt((!zX8RW_D432mEHc11(bl00H4xt@>B>}#EKw=H(IN-Tkd5Lh1NvqO>J&%vwM4GN z)$(Y~*@0XJb~UH3VW0kR@PVZGF;9;-jKNWFE*?<105vu6Fnc}D8(Aa_TVQ%qc_|6* z%{g~Nx|xhlZ(V7&fszH-#Hb}M`ax0%&o~!k6cR_0RzyaDGs;FG7aKl0O|Ebhm;3eT zVjNP8^V`b(Li!7nc~!$O8dX=Q<5`z)p*NLoeY_rwK6bY+!43#mQl_gbQ1|Q^^m6#W zvnW&Xsy4MDeKdKZa7Pw( zL@=C5{X~0{2bSWbMZ#~9<@-54$6=J1LLOyy%(p@I!KWm*kk9T%mlu)suwQ?XH<{f)#ocY@#QUugorG zi83%$R|8mY&e8fizyg8Mz#{CAjC=1p(EEe^^U|&j3Je z^^D3Tv1Z@fhQ&27wV3-VBM()5)QIRq@6q~!-SU;l!Z_@&`*EnbAV zo`Yj_egjNXPXK&6;1eh11ALMvuYS*3()n|`9rp+o7s}RGP4NH#)>E~jj&mU8!eJxz zuU*8&4W3yQh>r8SxJheVcl$zlUcHnwtvJFLcYrMb_7(XbXb2u^z(D_G<1=BYntSmQ zXsYz+rzNMOD@~dn!ga3fj&PJwOD1Tq-gRIwv-BQj-`T;ZXAYui83_|IHnl9RnD+%_ z0|02!;s2r4ruE+k9kUi%Vt1sy2H1M}q27|<#xmGx*a6fqw|DTqGbrD6{XVDE_*(py z59RYG)>%V_H9BIYVfE%)pr$|GDd(>_0FDg|V~fdHkhf&D;(%|x83_Peh4$5n4?Q}J zcW8V1cPxO=toV?Qk7<*zZkG1N2jd4cZZ~bLd-guU+G>cK2?zNa`%4zti+?Da5MB1QJ?)m;ai#hY{p%R4~o;S zqn^i4%qun^hC{{QEpV&)4BJ(xCTN{3*Ai+TrrBZSITqUdoQ#tKD?YMr&V6>*N|8XhR}Yl(0Ofm1Y<@}~i&9ZjxW zDu>kH8?f~G1rP~B21n|QfHtYWW-o<@6TbTOLlg6kj<MVF}x&wLq0 zE!6E@LGQyy@TeP-LyzMiQHqN`46TD2zX|O<9npU%14g@bg0>icM5&tvfcJxv{05E< zg&vM+c0_5Ri(#8=6LX%Uro?k@8Na^^kZv+WZ-0L)UjM578+q^wTzMDI^z4laB!L!c zY&kfP7r==Ds~=biv3ZaPa($SEpK}xa010Z81#E{;q*H>{s((!fXmf@;i!NCF7S2NP z7SwRw&7;V%9odjgk{=SD?FegNdRxKJh@T1TV*hE%jcJ?Zoe1)%!6DAscYK^aD}BJ zx6S5n@cC^I2x%N3Z^UzSsJ0!%*k%U4|CW}Zm)Qi7)w}UT+wL2VUfOJ6G!!2V#B7c$X=!>V22JMfAfe8 z)6H1E-LEApgLZfKkCet7Ded)(BUU^7`~U)Zb?@JMN{2vO{m7Uyp+b95H;HiiS^A=K ze1v zZ#D?NwzsW3iZrdL8C?rIQs104!#5LL*Qkh{)8RDhZUqGQ>r-{WbNy$Sb}FYk(oAt! zfmgprKqb*hL96cbuXSgvGPGlSbLAxj^18Ozd#d@ZDEC|+Kocv2iJN8<7V8I5Q zkCO9_a?`ZoqK&Ks$a9l2-M1$Oz+2(`*G<+5Le59kgLHBuGbhhL%QFqrmn92%_rasb zZ<5>xO|7E-gN-@pHUt)Yb17}mn1we z;$m3KoNt6#b^NgoXb&bcU{V&JFe=Jf%=+2@X%(+_LZQ0*mNV!K=kv6DOMTY4FENsqh_*L)~- zbxY5DKEo6SHDRf8Vf%4qPOV>#96}%&k{X-Rrlo;?xZ?#D4|wgcXsozZKLciuCBJZB z^fcxMlm>w6hsyfr=kjeE?ZQ_pyzAb(H`ut>xkinK!8n7sP1r2y+-w^)YxAqFbzA5j zsn#^UnH=x0aG5T3Yvk;=B!2BSzwiS$Ezi{k>QX+T1 zs9Brre)^~(Sp4UBK~-FssdxknGjcP)&N3EJmS3Up;((5jgPC=tM@J)|?&u#3_-Uz|n&dW7(C zdE|2UIv@5};2(DBkj-Sq*B51L6ZWC`JaXkM2`9YO;1vtSaPo~(_UW8RtNg0I+Rn~a z3NXmg4Xio!src1bMN4g^`n8%$G2^=Kk#lhl^R^9);GiHmlqPhIv(!Udk-8Z0sPzd+ zfNQbdTqWF!#6KDrd2w*=(*KF*dR3KSH&Pu}PRk%Q=^KlRRVi0t8~>sn$%J6bLTB|4 z))!BE675PYOcqS)mPR$6zBTqNx~RN#i8ICN^}?=E>x3mZw=nDOIzsm>imsGT+WMUXrk-^+ zhqC=Lf$Di0My8$xC6+?X&VvK|P}pe?9;97X45*egM*gVOfiG%W^X7msy3H?hw0O&iyr1Jm_4fm@Q` zKT6AU;(Y1h)_lyWphJ4VkWoIFRe`frkIU?`UP9ZdB?BhR#aNdCgL+%Oc${OtXi)I| zwgP0OMr^q^Cbt{mon>A_^!XprX=2rAb#2klq7? z60y)i?;RW9Llx;AfzUz-E%bnbfb^OG2}Nmvgn*QU5&}1%@B4n^8~3~8oHNe2`;SdF z$xilOYp=EDZ_fE!OAtKVbM;Ww%=S~IQwv(_yKzdr*q2f*!MMZ6=_QIE->N;B!&EB! zd1Q1MM&9e3BUH~twaj*^cb?1|UGs;^lJ8Eh=3RsxkcAwO^H4^nM2DSj4eI`7)ye+% z9&Mar{9u%oWy%G?nZt^u@eeAP^`6@iD_OT|Xan2HNWgwRat~e5fTyj5ZDXdkF~-~D z4D;QnV?S8D4XIlkfT>P`K!qi49W6MR!RC<0gpDJ>EXyr=F5Ec(B{9P7?5$_H+#2$w zV@l;$W{B7C%$}f=rc-+>Wvg8G5-@NzK=8Czuv$ADgB3L~5$xPqbI#nY&%=y4G9f4Q zRUG9_671npVOIyvlDn}wHlgs{{lWEf&j4EhPTc$VoC7zUldL}Uk1}jdNe(%JF8M<4 z*Z4;GB(>Ve0yWJ=L>s4!6@0!SESRXff^>8b;eWz|XEIeLewy0?%gHTjGuHq^5y@=i{WYVPO3sGuo9h~feby+2db2*mzHfMUZEx)*OqTIfK<3$RFW|z1 z%C{4N@ec;s`;YLf!TLWvto9%ec=G0{*@U|xsT&8I<->fk_rJhgh?38(@&!Fc4ti#& z8&rRopwxpkj~T{@L+|G90%TGC>o!3xP{9k22rpqFjf0?$MZYF$@)uCnXH<)6{`#VB zd9qH?lH6G!wfh`0_1@5Wrc&@@^)tb6qksyyid-}GBg27$S*S+?-~wV53yXeZ@9zPm zY}+RytQZ*WQRym5qcI^$p8=ux&z;Hq3T}?JiEblSkO8x@hGNaF!Szd(VLC>7l&?7) zz>xBistC$AXqq(g37hVKLDRy=-frO;(SPhf6y4cZN$gAxx25QQoc{52uxxo}&9@Jw zI}sH9OuS+xQ1yZDbrbNg4tZy-ej;gNKkvSHOs?G~^OsgO3(T$>$cA(ImRJ9X;&g@T zx;jkykYD6weNRx`i{A7jSq8rw{?a?By3iZi;aiphDepY(PV*SJhX0Pa&t1fRb|4N0 zCibnYFt70Z*Z@zoC1SiD=$mbKP2V49Wn~c|yt!2AkV|=A8p|7C=Mud#S2%PKysBy` zQ^iHfb}GA^(2|{f@j%fKS|wzhd`~~l!LYq$&8T%nE3`i9+7z@K*-Pwf-I6B)P2~<=6@JR12~K1uedT&1RE_z1abyA#r3<5Y3kLMnZvBKP zWS*U8R7}gL0mMhgc4{OE5b8NF2YXc-f4c^P$n)@t0<2A-4=0_nSweU{czqi-F~w4bCHU zj`@qh@CMtpPw+|u8LV8-hl;AXryhBloVfWu2OaNQ5q)Jho#nz(oHF_dw|u~3*DjXi zGYK$EKMRx+`X``Ky8cdfro|Y|drW8YhaNfi2`z3D(x#qu#-hAfhhqHED_4`VV<(jx z%^)RX&TA5ApV4~II`rJs@X{HvrR|WC^|C}2q7zTyZ9(Okp|z4^{`E3;m3Cpl)8Xg)V*I&=^ShDQ_Fr z%B`tqy?gPtums%t-s*BAkeZa;5x%Q|o-5I-w&7HJ`?&Yh%P~)%!tZfZGZqdyR}c4F zZ%r(gmu=)0JEp_`@~ZZf>g*@V(_-JL%xAi{oOi`L&YX?|8+mce4z_14oqZ@~rxKZ8P>LGm z#U-6YYBX2k{e^dzt8iXBcLWd89|2u+R2fStq{Vm-gknyzpW|guz?-ydEd0Bv+Y<$h z3hvqcg88d0cgwaVrjd*|OnwUw7_M3qf_pR69qgnoM%V#XL+^sV+P{ie+gO_|ygs*8 z;vcC{<9%>&&_Nw<&>apo%8PF6?0+Cw2ZPjWAcTk4gf81R)wfxA+{5fLv&!nIV~Ssp z47A>FdScyBNgC^no#Zu}V~XQS&cCd)zKq%GZW>I2Lu7-AO?{$R z`7|Enr*ddisT3>qqsBVP2XD;_aaE60P>gIc)4FbXF zUZ7(#L1AAjqon!pqk-nNv%@*|n~3LILK=UI&jwtd8Si}1H4*tc zOG)_cdrGwFn_}39`_|?irr!r}bw-Wt@CmXtI#mIl$X%>^G;&#h8WLO-K5LM`y8W^8 ze3$-NM_l21+u+Z_=4H>@FfDu`3v4wZy2r8Sxn^@k>2qEe=$Z^s0f+|Ns@_yE)=8O5 zgZZ)&)rcpvlArvhOZmvkb>*grZ9o6roZ74oleW@_iThM}+g(Q|Co;-9=&09jX2(?^ zicyPme$5^o>jVBWisLkvJ{eqDAME1Evn@L~?$7DM&AG}K!ffajSQs4aEa$q7|K!FK zQlqZ8y0})#@2ylj=j(Eq6f<5n*TO>gB@awF;>Mg`O1n?zPT`WpK%{Gb=%{!7T3e)h z&#$X%)T*mr=8c}CW`YMvZtzplu-f&YUdf!b>c*eQ+qM*qNpj{mvSj@DX0OlzA0AUe zrxyWAq1v(WJRt_h?AsTnaGtT_Hg@Wggz^Nu?+Tv(_>9+_G%e`()zR+%j70fwCyuET z{?Rbbu;awjIOo@wdH+ovk9DmN)2EsEKQC%4uWBZhpoJ}S@>9>I)oz7j)`M%mZ9&+L zS@$1q+VJror1w-86sf`#Z0rr&nzIE774(AsAQM+bS~WTTJL}{}e5tQ9>rO0k;TbHD9#bgU@_C%tyl#T2@DDS}IMVQw`ea)70L=z-cZ8OAGfN)m z71wB%U0#w`f|i@M%XDoJylKBsCl$v0A6ng*7VUV|W$y=FOP3;?h)olvE~=J;0))v<&*r)P{Jg<4(RuAf@{&)>mOf=U?ozgqlTJi% zNRbNT&8P>=YomK6ckKJjQ#C%^RimkBkxm-E^Tx>fUn;lhpV~UT=^iJ2e%^5n-SIJ@ zY*U&z7Gu&eF%Ziv>C-!$c6rQOhKEMma{i|r1Zm9Zn2#834pZqx!JtAFb$Vk#jpm%n zQhJT4wY;6Pj~bpO2DZFB7d-A~FcJ(i+pt6yKM19UdVap4$8kG7fpvaakY+R6D+9Q= zBpz0~4ZA5(U+mhnw``v}4mF~|OXAQNq*>uRM{P4BiJ#p@bF7jNdR0tGhii=-oGf{0DKWg23u7z)H_oE#19%H=|eFJ zOr(I@hfj9BIb~XXQBpNm4zZf<6Rh|2t4I+JvDk$B9UNE)Be@nB=@#tCgQIz+gpN}o zj#>rX={AL-i0mu;A(Sv}W0V{uw7q{G-ldz@GAT2umK20zE_L+*B7>+i`L9={k1poYf6C6&$>#D)`?ok2 z#Sxk+1=>j5+^>~5h-xtywi@1x;-Bcw2E6Q;?tcS~KxN#XIM10K?gQ_VG$jiX*1bx0 zh93k7EidLJ4v#+RtT+Ny9`16T{S)~OBAJO_Yuc2I@v}kxFR@4S0}{W{Rng{)L7@3TjsIXAM`9HS!^dbMs`aH8@A24l;GDZ$O<$LHbU5k zJEq^r<3#}_(%c)|-s-Nsw=PzFvjP0xnkAmqDEKK;O+5ox$tc94#Ux`fnixV4*ZpGJ zuI2F!g1<^+NQ1XpeVV0F?06Cc3&tv{O>LSl@;%Ow0Y9_mfu{VZGx_Km zDO`_?+19yNPpC#R^pXyU0c@^xZA(dn%x2<+q3taj#ufCP9%UU0YTNG*r#!FEPf;Cwmo3nGc zEMrQI%w7~cm(X7hRWjLB5=HGWiI908joe4{K!QBiFh(RX0bt$K?BsdlVexiB(<>MP zjWYd#pW3LmE_z4zBeP^0ic;_i$CI(noOnI|x}D|1y`=<|3T7>CydJGkFWAd?sJ=OI z;wZ0>uC709p5qIRA<_)q;8|WAznu;|bc}ZBg66}w z9AxVc>i<9x@7mT>EluD(K}VZy=s#BU!>->s5_GS@U7flIS?+~x@aq-$)r{#fx5Pk; zOMRy#hd+StzM~CtLC=|<{i~vB67K(nEXAWI=D(#k{##mhc`iaDXrhqRD>9m)N7`)1 zz6DJ`7U*7HQ#n$(gzynBXtq7tHXZpV0L{%g3Y1n~Jvlg0{l(r8-TeRas!7oVa?L6O&KiyON=xvppattcI z^c{EWG}(ips#_Yc49SXFGj?8n#U8Z9}xM(ix2sXdCtY(tp=&nqV# zb$Paa9be4r%g4R}I=ZqGv~(gBn`*w`zIo>#iMnW--EpYLcyUrou&4p^=flZ=V!yG6 z$BNvxk7oiv!kHZC+iSrl+0PYK{`)(V^M32P$4CEfd1}AkpzZ&!z&(@YXVWytpNupu zSK`{m=}sZgnJMj2+VxMxn9+21L_P%jg`G`|X{_T@|N7#CfiZCGfS(njhm^FMgnHHg zqv`6l^u(*uaEhl#nL?Q}g?TZwv7S#FN7_|r2wYojR!UBp>Kikm!Pv>D|ANb0J;3_o zTTj@YghM}X!D z%sLQH+1pRMf=9ak%T83k%vWkei{YwiXDM#EG&9YTARRvvhkxA#TgxCCvEK0UzrFUrlnO?S5~5Cs@mK`AJ=CVDb z8KIDZU6UbJ6~o8ZPsClgHH%q3l*e8B;mXEVI7C6P;N+8MHmS7PoBj^mp=N2A1CytK z^;Y8Vtt?{QPtfhuTmQ#f@{xUmnWyX(xDX#IeNFYd)H90B-A0{z3%mevALqe_&YPoH z-$@F2cUW0hHtM|s#ECQCItY5Ea51<+^6|l|0mC^quB#S)ykV`tu77y}z^{oH4w9m` zB->DkODI@UTr&wl;jwutXEG!iy@Y)2&1Prujy9VutQeT=J-PI5-CD85srh`9qJ>j` z%PTs%V8E4shXhPt&*^}aYAt)?8m74S>M$E6yrxdPCb3vGe20Cz^6)1Ga$N13HqzjW zOKjBGPz^u(GAn+pt&@3lt&%XOditlW3N&)70;o7Y?u)|3^xj2DRXOUaNj!`SPc!xSqJSCSo4!VoBKghM2^Sy=jqg@|dtgRkA>1cuk{YPer;E zH;rTw{eMLEw%T`Jxk`gSh~|UDf+*OkODl2fbm;abl&e8`!xX(LhIM_x?|@B?I-7 z$lTqDSd=w>-m5sW{;yK%fXOr51^PNEz4RoD+m4#(y-NmmPl}#Dmgg+8rlTv_tepuM zYbso+0oLxB&b2{fzr)}fBNE|iOY2y{*q4aVEEYE1KFZJjPga3JzAz`7GCyUpQtJ3l zis|M(E^zg<$9Ujf{V8+-P>p`O%w)k0V*?v08oRbj*#o2FTF@`jtsQ-*0^k8fx?Fkj z+O>A-h*w@wM-b=oYr11^ktkyFT%T3eXR8-&5_wpNXn_$&02#cvcg;yGL6&~k0nass z8mM(VDG=!%!!^8uN(E*M(eDM|e}a6BwTc2%F8SF5D>hP+?j)9c=`$XZe(%uz<$68J z`ziRaO41$pL6xEzU=mVLd*;o?m~{ag?wAP)iy-z7&NJ|X^h?KUee7K; z8*Mx#@Ur^XQ%|@8a@k?>pHZn04Ig*FOWzMRYN6lL>uIKjL$<~5lVgI>7?`|@`zutz z>l)n=N5)qH_68VHgx?Q!`=p@)N9(ovsX6quAuLMvcGaGuLA@wpX;ON$<0p6PVo*S% zSeBU6M=OaKN$MNsty!wAQUu4=Y73FQc#bN2VK1xz{?A}#Ggfj+HnF-iFQ0;Kd+Fit z5UOZmf7tNO-8>Ve4g0%@_~-#0UCXWgl;hE>g^nY=W+}oazQ4h;za|r3zY+B~ufc(m zmnqqyV9v6+ZRZjf^bWo)fJbPtk(*R2Mj9QwUEgq9Rcb=Ti3E}2H0kY+>`8kLt9e1y zf$zi52YEi-{$?}Qh#vg)tnUh7{T^m4cih1EukR|wz=j{<^v%9To1Y@s(hUtDq45~7 zr({70Ute=xa>0|7xu{R1eW7BFza5JwUX%?DKU&qmxEsAd+cMC-*6dJJ*_bGJ?VV9s z7vO4kC9Na@;Z>cPRO02u6)>O?2UesHArE;L!%Ru$KY=oeuTeUFM(r6y}NkF(E$YA7SrDpYQ%f5%_`(*Iax2+chQQc&wlszMq}S?kH z)^4a@9w|AfEazBvqf;L9wo_Cc!HWjM(SIhABI=GcF z<;bw08`;{Ok|b3SNf=to4^r=%Fn}g8zzjlto~GPXF3mI^E^xXUzg$cl2`Dn0IPKT5 zyKAg=JBnHF=b{M1q&b48!;inHp%-Lm6ZReEnBz_Xr0r^#-fZqS2&)jy!7tJnf!9-T z;RNpJ2b3_}e1ZWj+&e8RN+^-Cd75q&M9>n?Kzb!OH7q!Q=eF=p!^-wHDU*-mZ6FR7 zgOBHSc^#@2AE}rZI;#Z;uGwe8Sy0Amdg<0XpJI4SuIfALOdxmmV^7n4c@_D) zBe<%usIO4TZ$^mbK|GGmu3^~7l<>koY&V^ibdQl~Uw=qo?Y!gh#QBF62%<{>aw|H| zl&i4pve(O*dGZhBE){Y63k?sL#^>V-?+7YPjw>pv$v7J{R2)>pTWWL(WqRU9B2Q7d z^lB1vW9pei0&lMWGK|v$M(MBSzM*dtn8?3-#z@vVRQ~oW_32enw#W>iz|EBp1$S(h zMH2a`2^FQGRc)UAS@?+|m4KFR=DIdNUfMZ*g(t4$>NYx!;0xT7Z)OBOD*p$4qO>~}*2ItGHdq26EZC=ovHPO;J* z%MsBXIB?t62yJ1uRuD80!kJEA?aH@LPbYD~{2`@P)9Lo+bWO)6%-Wei#TDM*o&wA1 zDoe3R_R>>}F9>!s&yaR8McM&ZIO1qlf!cFXtz_QRzQA-f_KY( zeF2gT8$tk#J@>Zu$2d0_;^TNnxl{T`)!!PIPz6|_z;_lJNDDg20K8*M- z^mI914y&vZNjmH^& zEh8r$R($H6c~5~j3@Ldm(DJHhqW-RgDb?t{1IZZ{e`-|@U`5EAtlntue%f!OQ$^=D zhT|J|4%!;AFn`7^U7ZYIT8Ft+wJL{8N~6>bU6_j1^62PB!$op}0*P+g4AR-1mcH@E zYb=hZdw$l0H`ex|=C*m@*G9XWaI5d|h?DR0W`5~RIR@bSEcBQCeE)MME(qXy|2iJ7$WTW$#7GhGX^kjrxp zw?!YAu8BFuJX?LmTyxoBeAbsxjpjQA2A`pO-SO^E8~acThn~EDAK_UD=RPleN|Vo+ za~v4{P>h+v%jdU!c2MC^!)Q{Py?v{?b`59G7^2-Qdft#PThFmch4&2Q>8@Y*z0144 z{H>qz-fLltunrL$iH45FzN;&uE+3|H7o zCdBRt&UTr4N#U|ZCDE5Th`xT<$7|%w>Lm2C;Nw(SX+x=7xuzKnW;$Ayhpy=Hu|8=0DiycK z6yCs&X#<6`^e!$fN_fa|Q12>RW4A`STbo$7S1(_k`}v%cWre$hL-(}ZmbAS_w~xME=R^AuDa)W< zvl@=1DbyPCDdUexWkkNng^~MD6*OZUe!aaW9-lNE$qEi^zzNqweQ>L3!xIPjKZ>~h z?wj>&vqEiol4ZB$pl^-((zA=ah^?%0`APAo=)TZb(0`5Z_wfNgGuys%uwW>gjy(@I zwGKl{5}z@Ba$?rS6gn!JMhEbdqq9gJ2Noqo{lVwAhrN=_^~!G&-vx?GE%2kq%w1Cbz|GK`iSV~? z{S)oivZ{LXc)BT8ixMbY-zNy0W{h28$Om-nS+Ba-dq)>Z7k$RV@`wd^s4So>nK{3> zRyfDg`Q%bQM!B(A!^$dM4P1-m8t57{P+Jx2k>aNSkx0kg0vL zeaop;@)ECHC!R$5b${pQG;`GNub`$?7MmJ|S-fD3dKbjHpkD$pzeo%c0d$P{p($su zR|aBV@#lT9dS9Vv|DuGwTV=>n?CyS$SGJAx*}-9!6E($^n~pr8D6!uplal!#banbu zxqacy+Jx@TrfsKYl~CB*E&KO{^Q@)!h{LSN4aPomflz-x2h{)*k6)#yY`wZQ^}k(G zOL(>j?H2|5nwXG0U;}ZPqaH7PU;#o_`UBs(r`o&&{dU1q@l!BfzW~)8Ash9ylZ6oV zM~^hJCnv1GIfrH_tFcztfc&m=;@6-=W^ZG=iEQRV9+UY>NAu_~I$h>I&Kc#n)ddl| z-M74HKqEj}Rl&LC(utrI&MUa*-8=HPg`a*J*t!LNpeQ?Oh%|aW^ZBV;HrKF1xJWm@ zl4M8ymCI#Al2bi(&6W47yO;dm4mseIY>j}D0V~>RL&TGqBV0-MlZkVR!U#~mt z$C{}PvbRh{wbLx{1|SH!wMv) z!^X}jD+~nBnDHe8$#6asX1_7;s4JHP@m(gOL-z5CKM7^#oaMFu)W7C;R>s5Vx--WE z{L$^whWU%XTi@@a!KWAgi(>eY_YvK(!ub2m=s(Ed_tF2-iO1pWs58b4PLFfDCu%w8F%^ zuYIPUbXT1RJin%h9`aB0)FN2z##d0a@k)->+(ECZ3^asXJ_YQY>hsUZUG(aV5QGiv z&${?en(}b@#j7g*N&p0U6`VG9dhK>i06Jqd z##3~nX}MDsK>wX0Pv3Vn(Zt+?vde3xso?CfI;O8_frsa!!KuZkLO?n9YS|o6{l)0H z8jhV0+(f;Kpl&tY<)Krym5JXLU4;@SOix~Z0`9vNhvXWJ-7FmZSTDuW%Db;j(=>KFK$wY)~-oDs^&_- zBE>4eQo*(wAwKicXvmNH4wy=}wl+%LBqVf48Y*5&iU)nQ?Q=Dh#@yr&F6IOJ?$bjaQ54rRfuK$Pdtx_-(R!=tHtxr*s6Cw79Xe5 z1$5ajVsqH9HvYJlUu<|ru;U^;&ZAP&9rG}{=I}I1_NEUUK3wP}!Yo(oGM@V(Fmf_e zST?~{-_wX0$+m1;sy@7Fcqx(F*^wtZ@0zs0lxYZN41_K8GAZKlWY2dPqV>#~g#3Oo ziA5i|g^sRA2iXE+KNbl!Yb5NS66C7AsF?&1!@$GiMK;zYuJ-$&wepzr27q}J#mWsn zkJ6Ho9taF8%g(RDkt1&tKEBj{X%b?54&!DpK<+r*xRLNIZjZz1cKhn!4-&omrY9h$ z{dtRZTwxG}hFOB2L|XLp6ZCJ_Qyi#UR(LZq_Ggo@!hT?ZdlVPrM(h;=vf3ZWL-LR| zIW6E|s%-I$j;{Y^KqDF{uEEO_saMs z#G$#z@?Fi;s+;}CPWk_QQodIkr*q&N-C$X7z{On!hqt2gG~@&C7z!|ql?(pkw0bB) zbBex2%)7+WmQ-!u=#^wH!G`@UvbQyjpQj3yR7uvoy8E!y0^XuZ1G2ZbZ933# zqz5O;RJDy`GE)UfNMjM$K#afvm;Jm_E7x114c?n7B3u45ML*y&V%-&X&EM8m&`@Ob zMv)4{JMzHgO+ko1)XHoYZZbWi7mJ~z+gZ5&n=U#1Y2CPi-H%=%$lW%e&Y|J}WJba& z(WV+E>;;%^_e|6qW*&GwfwoauUmU{R-ll<39>{s8u)OfOQ3C85@h;{(sn%{STul-y z{p746yrN8O5~2M0P-AqOlVaB~si)FR`R699calI(v^Rh__FY)lDMZ$S+Dlib!Q%iM z5;xvV%3s#&yqn2=$pJca&ONa-U#qLpHnBJ>6IP7)6y;5+=SFW57+E(PgVV5M)8v}W z4Ku?Uw;b-^g2aM^=qI8NO4PEn(0g!5*3?RRoiCU?r!d;JFHkF?9l3aIxQ(Yk(Amh9 zszY;lFkScPxeB`?`M4_ZHoUoZsh}$zLF_VTC7Nd=BddvG%uDn$sTdOcr^5?T*($SG z9}58mKsHs^ev06-G(RqL_1e-P-h@%o|C>d9bn55c_bNu0(@e+p^DrQ<*fWSs*>KZEtuB|9rE)d5LGj|DIfF#cFd8?2(<4?LK3cV zDelH+Hc43&d@~e;b10UVtc+F0CI*WWg{8&!MMUm8hGAElpTzn>FH^c@~`C&js@5y zgiW-8;*(vdd~eD=mY~GsixVo~VDv{D+nJ`*Dgo1@Tad57%6UaEA&|cY!A5(eD|GdwuH~)gnepSC%OgGmY)41L{{^Xx7tln74R>cw;$%BMHAs@VrlEKOAW^xscwL^$;DdqEebztvCJ zJewlzGYBM?=-TLvj-(ZP#ga=>hGp)Wj$O%S2rjiw7ELS+7M0zhL6S?*8=8k@SHjOK z+#l;lZ%v*BvMfU;#ciYBGQxToJqGy4YEzr~Nl864Wcc`hIWFt}K3V0sQbs2x;GkE> zPTrR9sgXLNd>UVP!#LT-6x$`hUuK`&0N&aG#C4lIdW4D&WW#6xGyQ>~8}aEu_67#c zG8s=Zqui0m^zY{?7$a_>wluNI>k$(RC6ED!z z(rc!qG2^?;hnJ@j#g~Yi4eOwbdd}PcSMMf6^%X!sWgt&pk@dG(I>kc zdhK@(GldxK)@l{=*bS#J;rEhjB?X$?Sp+&2^%e`5Jq^bS1w}xYcPkXlnlyVd%yVPk7V-T5GkL8Orgi(j{BkI<}vi*?`UP6l8VMDL-bysB@5&Td z{)zpvxs6pP$mq?V`N2U!s5RG;MPgsA$bf9FN}~pwhb0*Nkbs^xVU}9}FWYhmN@xo8 zjZ8lYzqPAIOV_}d8l~v#1v%iF`3rjZ;iv3whXwL#fL3a1=T=u`BF3mw zzwejyVvWMpjSeFf%4IXPZy3eit(vE);nCh3J+**tS~^Uz^U%j>M0kFgC9gz(NOTfh zJ8>dHV_@lFU{f1=VYSmlIxwibs34-6k|@WD6f+13S^*&T*R@o%(S7E2zg!NB;Gi@p zikw>E!3-a*Y`5Inf&Hv$k|CXnZgF}uY12QXtY8GuHCR)NCA>^)>&)7XklL$$IpEex z%i>%4Bfl}-vL4Y8@34FtH{sg|zvG1IGq-ztFgy{&AQSl1* z?Q$-V)d6t(rH|MBnk9~(@RZy33>isx=#R!?+|^e70J*|BuYt(yiN_{Z~a9UFJEG0YD241~P|Kc7Yk z4~(|p7TeZdS8eQ1bB951_H^Sfme%givQa%t_arO6D||DdmS{O~UHFlYbaB?N4l4J2 z8So;zl1!T}Xq@bbo_!ZGDl}$-9CKo1;=ZRb$1_tp#q6cO_WdlrWlI--X^XF`CG+`e zi|*LD(s9gTjSP@9XMx=5FvQ?dIzu5*dLghwBw?JGG_hc8yepU$n>*^XM9cp7E*1}aa3 z*Pzz8cNnrk#=4BoQ2HVOc*%(;lOXvr46r}&B$|K)%)!8KCHEFu9GZgiT^6&LfSG<; zd)evLxdx1e2vH&nsVvWvmZ0hJzZuZq{Odi0zFUAlF=J|hxVj@<%g(llgX)!SkX?(t ze9R&e;}7$i6s88&c2st|1!_iJ_dQ+`!&RKQx!s|%KBE&3!ru*JAYs8tnVgrI{Tk7C zZy0A1lS=NwABG}`1YgI(D#ufFJ1UKKGp9yP?Bm=+_&;Hd`{w=8AtiHLj|We=&y;J% zmm$mNQa5D+B;}H2GW%HCOPUA1N_&mmT29p7F2?#Ly#!B73DyPUXcIAoxyj(zUj>(V zq09E>vH?fYx!qHnU%)vhUm8F4(=1r`3s9zhv@%4YKJ6!teg#y34qjT3YzXM4SYYMB zjs5PMrJcJ_BF$xNA<8gbLHm21PW{OvqYN0fY;6UBH~Z#M7iOwx>YT&huaB|I5ufsd+{P`E`YQ+UEmiuv z(`T@16zbFM*dpvJ)`Y#8{S36Fneu%a$so%4Zyv&x!QBH>1S|P<)!PkTLxU^< zl}TmlXa-G9k(QQsCs!gp&ffz6QuT3KKga30>l}}ZO{1Jqq%Fu-_M>xMGCe~<{F6vwT(;F z8!46OfHFq+uhckDBdhdwU6L#FSzm&`S6v3)@#`|9=V+-tBsEQ^;v zHaFkR8tp2}ON@HHP-fh=KW~YSX*6knaa`tCS$vDSxM8N(i>yt-&h ziGOZk7XZ^kqNtJ-UXnh3m zs5!nshpXs{W|L}v7y7&XDM`#sO|jRL)!(|OBGWpV$(%LLC9W}EC456TA_o7t_GaHN zarFURZ6p7>ilD$4_sM+E7gT#th*LJ&^0Up~79UGg7-Q_b%i?9RV`@)G!{*Y9!0k+X zg~z#NJA(Qf%tfA)8p38kq+JWQPR;ku5xWO7X5!I`PqGB{!X_71ffdC*0b=ceDX{m# zb92N8(OnYB>_X4+d>yuzMQX{?TKCBNQhDf0$?$rQ8h+$=_0>>F1a-&~dWU4F^;)^X zGOd_R^P(4jQ&rOWb*Sm8U*hAbNCX}#9DTlAWS~n(a&HMzSYatsxR;}D$JVLJBw*NI2?7w3&ToT>U`M!VQgpaCCh38%MciEa!Su(|j$ut$8aF_nqrDN$J zhefut{`+x*K&+F!j325NB(3(AYiBzieD^x9m?Qk<`AyE!RB~& zOYjgfQgP%5t~b`y>p-)hrpN3=AAY7YO$MvVY0ixMT;!@NAgOzH!BQ;IJO{pLg*AG^ z!6)gy%C1nUFwoqeyH$FU&EFTF1%{A#Yz5Hm>Y?;13oxInS4xO;0d}bTRp5h4$jKHR zgMpT7B`==bKfW_1&^}W9=+*xaZei3avUvHrrgm796AfddHH}TL!~O^Lt4vbuOb;d| z!$AY~KL}d8zN6*4p{_Ok_ON{6;%u*O#}Jh%>p)WzAS=QqQZ^(lUw~zbEsY(nhJMPd zG-jgTah6k|+(^AbPSRaHqsi6+&M(#_cdIn;Nu`f1sL!>3tVFt!HNAL4;AjB}+Au2o zdlpjNeKWc2t&Qz__&TC1o#Hc+SlpF*SG5(8*BEd?T^^hUMlYl9dCHeTo7#QR5S# z8F~UX1q-48#{tGvuhL=PQG|hcUi>*a!u$F5EpSj0vU&I<8<1yFfHzP0N)115JXm|e zs8m3?%>MOV#6ve4_2=2IIWpY0i=XJz%`6T2J~&++$d;6tkzNGBM)ZuG`Agb(pi~Ps zo(|H-W@*7bHOe9?P?-rCPHXQ`M|G&X-#MFS)Ol~XS(Vj%B zp*sUQ#oIo@YBzKdmhc!UFPVpgCJ^gtt7I1-{Imb?)&$JRHroBPv_uUc6xF;92I8g= zt1w>`g-b#{%-HpX1-O^4ckOA20`ERs)h+EeBg6SQ*CD#ArLQp<87_E$)qbycti>M; z&gD@Z_?1Olq!CdT|3_z%eul$*wK;MWR`TbL5l>qX@Z#X+%S{^3pX zl|df?Q`VrFiuk0ND}`|(GoMq1GDo|f>%WbUT#Ts)+_PFdEdy*>`M});A6FXf(ahFa z`JA<{PQy1epu*BH%hv`GJ^6618axwh$#qdU`Hr@zmjH@2IbkV%-iWk3L^VjJfgsU1 z!-)xpp9JhLret>h!W<)a@8sIXxtU3zQA#%aaeX(o4T7F}Me|4<#BPw~2c9ALK{B)z z)?z|pN~z`F``VP97akQOnb`{kdpJLsHMS$d8hT>D@}BD-Yr#xsYO#dVyF~b*1_=)h%S7@ub2>)wi{?qus(VTeN{4uo6HT6a7?^&dd5C2yX+ZQndM$n9= zCGGy}{@OW`#U#A{4H{`j|F^}f;|rtvKTy5?e?0MLVDWG3`|sZzbzB**K$HdGGJQ%! zc{1YVwK2rf-7f>t92;oX zlVhw0X=OWIt`(6dfA##gCou)I7ZIsxq-SIoD2mdZ)x7bq?~0D|(o2b~nzWpX8qoG^ zXG?bZdp{mRJ^_xo;p+4g{tw-iFDf1~XTJRF^K{AS4JV()bDSJwJ4mDTvlbHnr7lT6 zHFR}~8CP@8|NG;#$M28b^!LC14-o&K6aNtkmRp?87WHEJ&zHYu#5GAD5Hu~1f!*)_ z=bX6vU(NRaOM>U`Gyi{iX51hy55JdcT7DC=T(f?$ML3v3HQKhTsjUeUl@6%8lH+T^ z$lX~zKiG5$m0|RQ`eEKot@a3Ry%0RP-;c8zc@G|`CiiSr)dsb-`Qt)=GCa5djaqFP zS}GI8P)S`8B&X9${c)M|mD2k5iypB$5e-2_&KwuYtfqiHxL)-j4~(|YfnPH>k6v!9 zlBQADF6rX$yO(q&J3>~+NCw+vCpL6LF@sK)ft5YXyr)W8cWNA7CHsD-`%_Zc$a!o- zc&O0E9-}$V6Q9s5RFk2ri!bey$$3}SQW4$|w$nojkMG`Zp1raPYbcswngUzcE}#t* zZu$%5NSJZZ7Gdoiw|(k@5LNhGJ-N9&5R#tWTGnV~iF8kNFDWPYMR|C6xP)ZN1Zyab z);%(3%9hZfW_a6y@Ds5>HzJn*OQTU?)rO~4a!UsgK9(|5W3vABR*=smHZN8f~TuK8`BL8hEU@{^L3J!A*KuHK5TSo|i3L4;#!Y}<}L{eT8E0UglOyT8?M0=b8d{BSz>mQ!XpwIV(~xS5>L-u zv8Gz2Gmi!3?(e6ysQh-Y?7VUXq!(2*5HJQ@G8f?Q0-8-me#Kmsc~zv*vY$S^FQIAd z@nibMp<0_cPEe-m;cD~GtAj1?6jP9oK}q9}KX)mo6Fi@X^;@7&rens3yFGH4eM<%O z)KW=XW6V-@NZo3nyoDS)@-vCAA13XETAZ}6D~KlM3}2cNH0K%(81%w#tlora@f+)n zQm-Bg*}ls9uK%VJarN#43y`R3DRb{!BLdauGg(R~TaRyyPpDk?AVO^|`&r&ey1SYe z6Spzji&+l1jSWNo0dOlDYSN5yK3EXkKlLI%s{#40dFDPy3_einjN)}KIxTsqAt%LC zinuM!EM4E2Mg8y!9@%t>qgym#vJnw~mX@xsLkcYvbRE_UR=grqtW`O=How=jdZlIiBfNR z;p$jnsidf+Aj=>E6#JfkTtr2&lQ<+!}Z9mowft@7?d*asS`>XOF61yLQ!{W34q;t+l<(zPqdR|DE@T zW`}}Uau85Peg}_?F(nf}tFfy`#4S1EU^*gFEkx#5GBB%xcTS=D+hBoZLgBMBWG5Rmm*q?>n3W z8+l=+Ye6;{PXK{uctuGJP=?vKB0?cURqqPr1~l`anB=j}hzHcr~R%;Dz&@fw^C;{lLH( zZsJ>`)}fp9^Ht2FCCx_{U1TXttD+fQLfGz&123lL5UzlC* zDj+7Yo?TlJ*x18mDwUVxWnxl~=FA*Nf)zeK8%@>-I1Jpfkg=~bdJD^#HT;0sHUtX~`El&Kam#a_o)Yl+OL#1?J z6MWm<{lTWA-G|#jHs&VHGWtQ1>w?RA<|D_MX+;NZ^(dx54*WwmpV*fd9dLl!ba_i} zI)&!*)clc)DRPxgz$=)B589ATr`>d0(R^nFT!4$z#QRG=+#8mO!1$U#1~#@Z38-o8 zOPP=Tuq{`OBl(k|3!Uuq1~K5N?Lj~ZdpxJAv?I)V36E0U&cuQWLF^!BLSa%2He+_h zceFm-=cQD6-2c@d_S@5|5lvOgm53lPrLvD<-2AuBntQUjgnN^2X8?!(8sM9}x~7Gj z^)dgtWg!bOX5@*rib$q$a@Q#Ec?@DpwwjiNMX*A$y? z^Q7(D1Nf#nCA`$1G@{TM*P|2>J*T=e%m6bUBwVhglM-0X!z-zU#^Daa&dX)@>3uG>uQxMne1vqLLn zlhSUh#?`Bu$_ke6lbG%IdoG=5UXAL}92_es9`$s|?-DXHGd|k;TZ+A&y8DczAM4fp zb!CFUd~Q%jl%LTl<=E)U``jrWC#0`h^zC_VAXe_bo!Qe{ziSGNbPnCg3NL*X71h*{ zp=yV<+V8kzSjj(`61BaYXDL*){qp-KomD;P+{`G+ze*DEHc|XtvVv%j4~org*9=q) zo|y8M`>GP)r<6xVXIyS+9PQrWsV_UUX1BIfq0JN(tH*7BJU;%eu^a&-AY`|Hoz^Co z03~^BQ4eg<<_=LM=3+571`+BfjdQEyQJ zJS3$kJvk~Kk>5i}-DOV^Ah2#W>4V7 z8EG5i)5V(PT4J^RsLwL-MHz4fY04%cG0}6hlp0U3L=Z%7dZw`ilC4OMYeShQ*uKce zR?Ux8#A*s%y5GsGx>ZnTiR$MT2L#x-Y^jcUSEHJ# zi8a3?+_&qoTzXeNf7wDdy8`b}h&+k8`>Xw^tiC`h{PzR~)CtJ_rufoc(N1C*yajXD zKdC$`N*3}5l`S{At42*tz#B^sG#_r*_^N9zmKPLN4)X$!{!Py9lDRY#k6GCS6xC&y zfKKFi8DNmBcIjXWABmTkJ7;TH^W~6OX-hU-mYjZ|G)JcT57@E%0~q(jchC!3ws$ql zc~(bi)5Ql_2uFbUGBVG;2C#4qI=_}4y9zF(d~N@%kn*>vOt7Pr%?o4v2iGgmh9+g3 zl$XQyXYsxLTuq6E^{ue!tjpk!wYzlt>%9o=nnQ&YAPFf{{|p0N?Yly9*By%52tAVy z_X{zbT$`*UMMf2>f2W$BRluhF)Fblk!O;M?rY(!%RbPg1SIaV2TI3=Xa??7T{L=an z{&?b}i{07SwEW8d!_cS(o}=;vh0T?O9odxN!Wy4S?q1ceE=_q#;7n{CuGRCY!i{Zm zj$NzzksJ#1(L^HVj)?7>0iE84hP*HAQYAGu1@p-QW4=c5qAeC?;zDT$MHPMN2N`ke zO3iil47=su@viiE@lv-+`c>#6M0DRd+%5>%`6r-O<*r~b$j3f zkN}kf+rC33i=fAoSkT$v;-yz*#{_Npe8=}_b(YhYuL5QA6zZx+W+5x!$wL~)3bk<>ar+zqIK1D zjo9>je*!^8LYL|$CIXtOJwNKzd@k4KrQk*At4)}~$*2I0p(R-WL5ijlt)QSB#duQ< zw_lrImIOW4!cK|L!E74K?(>OsXWNSe{f}yujMdq~@A38IuIp!VRmM)ch8{u{eP@m; z3x9%rd{;u{7mvO5h2NXg9-XZE9l}^K57rIEN%@nZ4d>TzwwYh@7F*UxOntkgVloo} zIyRJTtGZNF5O2X|1=nl?OK6{@asqw1OkDHy6Y0%mC2+o|`LLk~{%l(^YhM_!R-mS9 zm|k$Rw~?$dmCk2e8g|Bs_(?SgSCf4PnHb^>LbAQw);}3^W(1j)V3n-q2H3}J`z`4i zzY5Cw!gZ6}V79M13K!(M6;kV{{ze8P4lM_J9wm*Z+D|+y!Dmyhoiz#j&Hc>&Zu9@h zZT>u?W&wGy%ju(WY7HFJqAZS$HP_itt!^-kW6wK2rD2P^Dh}=v{F+8;Ft58ZGCtBo zveBdpt4f*GW~w2EDWtA6&;B*IE8V`K&~c2VKAW2ITBARbbOn20EtnmA`^V_QRe`tU z_H5W0!d5?kgU%Y?7UQA<_c5y~eOYCz(Bk}a!G2b;-&zbi_^N=eN9D@k4vi>ZnF&zf zR%L-YARKGvQ;u1cpGVSd+P;8EV|Ev>?1H_naRz!`dkzz6Jgr4YvjLSnc!o`N{X2 z;zRe#DFW0w3;LFz>Iv_0bI+`YOLxFSx_!Uh;@L=YMgyiEOG^m$b&Pv6f+gl>OCG0H zUfU8v&~=h~qFtQWkNMJhNc45zRfqJvY_&)p9mJQjYSOQBwZKDW*;MWD5BTqf{eJvJry zbG`KH4QZ9%mg3`yz9OuT)TMFb^ucnhro2Kh+SVUx-<~&w0Pww|hOr__W^3glBVqCi zwO@#guPo^ozG;o@4HK)}Rp0opUK${tj`HyM1o>MA1x@)#g_ z90yb#j~4&f6B{baYSA1~)tWRzCy{^xK}W0^$J2J%9B}71(-Fr#(o$4(%Zj@iA7X|n z-8iVZ-+I$GPY}MQ^VC_rzssSJ^hCzy8N(H?srDRB1(9aJvy6{1@MXo()y(A~ozhKc z{dIt5H~cbPC%pN$j6wQs${4cY!rH-z{oHH+H{eHjJ>lJp3OwMB#=c&WT`E&Fy z-c)-X|FhFEIJna>sHR@v>J`i&NVQ2T+luEfuY~vu;XO;~x1MsgCUx6r`=*>%yQZq@ zxjCDTfU33mb#T+l{6PD(j`oyBqK$GTZ4bD8`GpAW_$BFZVJk2q_3 zU!G$WrEIU_jA`9m?LT>a>Mgptz|O07=RE~k^4sj^0Nd~;xyF*mkCnsGtJ5j; z8CO7rU_U+2KHW3#ifmsdcH#G4?iYBAWS(o*;xXNzN1Vlu8^ux*-nUk(L7kR!Ci7Oc zXTUv|S)+wmz4?l0&Km7%tW^+(@DN)xae?yGItHBL06%5sJJH6-K1OfY6VW47g*}T8 zg`jF|@rNVdY8{Szl`7ZsySpVrELiX68r6+tR#^L3p7Dxkrf?e;FWxX0$Q3zztqCjq zE;F2oA=yNB>;u`-`bLdZGM48IjQD3l%{?m!Jzsg3uQ*B;qa;y_LO)&iZu{3iADv=4 z?AME}GxTmguiQasF9(2kRr82e%xV~62;!L)Lp4wazcEZbeqZ^Omsv@Q^vk|zix!iA zOSPdrq$)e!e?T@S!vG!hkZK9VQ&QDOJ+|410kcmRyBQ3GL1sAN4GX5{wj5iBVwD3H zYwBHG0@JeKytUIDx7cZ0nVE`EAUI~!*WOVI^S<}>@umpO_U}g%^q#p>W}z;_D;UJCOAIdY_z0I$2*8UR>BRqW|J<$ zk@B2@VaatT;URc8b@8qJO8iAk-ziY*PtGtAmEn=FO>$?++Yim6uGj&!e^+*KKmN>U z5o6Qa{4sTYt^>MC@X=GjUUmMp((Kc`VF2gbGv(S(NZH6#m1+BInFDR^kOQ$qAXCjO zhw$18jk-ay`lr4_Ecb@R^G`~8lBTLkj0zc2p`UlX--b~lg06-Owgi@58DAT%DXK+Y z{EQxS^mxn}*R@-42cSdFJUHhDe5cgU*D^#saOv}(JUU_Raa{;rl+D#294}ACryV)T z+;Z0L{IrlydU_PGD;Df}lNQGNIL=7oh%{IS|Lk4{O?+D0)6@uS6t3L?>T7XYl7Xr) z{e=@NS_b4v_F^l{yUoQO3E5pGlQ0zujwkE)Y$jyrbIlCJ?8}v51 zON`uguQe%AaOiM0 za~wYoKWyDdWSxIG_CB_APVmdcAsq*kv}E!lR~Q6F`CHEGHrg*Y(|rDU9M>hL^P8Xl zbaNadERN%Sa|nGz9Z+@iABSjORh$wK)CAmKUJAIoa9H zeO0a2M^u$sw>et-vV9W-xDo7GMC++Q*YUE!UsQM>vkLtz5}gLLgUl+m>QGZwwcfM5l4Lr z+ozGj#tx0qZxcAGeABXp4RRo_K>>{0FZ^TjtP{J>r&QvG-E|FF}v;noJ)~wdw z?s+edsX(1XA4PY0W-9>4XILkgD^q&BsFa=M6mx0H0wrD2pFvn(Ei%bQ+(+CtvMiIg zV;x1KZmJ}?JY;bq+oOzq=QwA>b{ign`Ue#J(gvM#|7uamM;Wsq$ z1*~!=o-Re0b2vc8`O_zR73eyi4SA9K_}TmNEvY5F9A+FE)qs%3?YDTwhlNa~RYDN} z$I?dAI$Q34Hk;9WnPi=%Zf$#)YlrSSp5E(-X91UpPKNDr`21#pvfQodezgVMQBhYd zfIwYR(scJzrtdV$j)#M4^*?1{_$$)b^(TxPcA3*}q`%jK0RQ&o^#!nqH@)6gg9!;< zT1q*WHKjWu{Ly#sPg*ByT550SF=8|Ob(Fk!kh@4VYP!)f)gXE>pc9u=2RRQS{2fq; z)i6~OB7|3++%gK7#|MdEC z*7SbhYK)Ow5NSKK7Eg)0kQ~TS38?`7V^U3BM_jYgQYE5E7z9JYc3aND&|_u5(9<;o zAW?XL6h?n+%_KGUB%L2RKUE#vmZhE{Rs7J`8$_kW965ho@uv;m?%IDs%a?vrI%q8vY=+R`Fc%Iy~4`nwcJbG?Oa{ z(g0s`xvt$`<{b%)rs5A5#3z;JHvVwG7Q-U0W6+Djrf9*orN9!6*A}y2T!#7) zdU6C3+s+@qI{};keWwg~5nT6%`Aa-Drfyc^oewizSE+bJKokSH{x9sBw{e4&+6Zf- ztE!x3M;|;I;&fqlVzw`iW3gpm9s%Xif=zAEx)7FYb!x;B|GddiN5Es<2a)xekGjHG zjx~X6VvKF;EWx5GV`fN5;dn$Z82mNsq4mm5e*oTW&8NdAqlM8D+WOHG^2AZ6`YX!! zVaE&Sx7k6Z@PoG+>vQ{T-7)dxR(=C37lkbYowcr%!_skm7s6JehJ!1QFODz2JkLnG zPjqWL+$n6L3f~a_d!DJz?gXll&YN z-{2Fa8@Wy}#K78p?W_%YS(Qt5?loszd7(b_+R<+O_nT*;OHt5gagnCYT_QJNZw=|@ zNUtbXcgsUhyZO7?@iSrr$~es|^ninuZRwpY{Hwte{o2wC(Cxjmiq=DrZLO68@~z!r zM99O@!ucb?jlezwRN{#NJSHWC4b^p{fZQ{b%`n;q5_^iq>_~4|^5tDzB{)3~u719& zzIa`e)cU-uqvw5+<+XFQv>`lt0@Qj8M*hX}?no@?Y|Ra=T(}S0D#h|*Ja8?zV*wdN zCMFbJHIk#C^HmfC%Lc=@Lywnw{|Bi1U-#<{0yd&Xz`s<5J-5GvTmB{uJGyodxvD@u zKMoM=br!h0o?;|_lj+;XCXgcJXb22!hj~}()RQzV=>J>+`%}0ax|n%(hCID~_-Hd0 z@O051sMte51dUh`TaK($jYX@+tib&*A<&UDSu`w+l%t2OMe&ZKp3QzG#vB`|-nHcP?z_@a_-@MTxin>9pP_Zulj#_E zu?jQ^_56+?T$wz#AS%w94m%0Nobhuf^)S#2U)GnOlDJD|sIA%AY z=gS;AKCz$t@jUP6rwn;@tr7&?o6wARHev~DvTFb%4I(U8>jh3-^qj7$Qui;Te`kwk zjip`!8Gvj9!?WO>Z7Gm2dj}ueizK<#_KvkNPl^LQFuq*- zp3!UCm$~9Gt-A2-hfo5q{PEp~W?jyOs+p*Ib~}TvQTU#VvXu|AurR~6UdlMAkF?GP z=9Q^?b}RXoAM9}D?UOb;e@L*{l3UFXt|ynF+pFI>dP*`9mj+kEG)Y20V z#hL*v9wyjhH$m=>@~od`!9rOBiAU`2&FOV$lhxCv7@f}kCWQHHQeSF^BdaT zw0XY1Dlz_=mZ8DUy81$SCAQ}me#f;xYPWhj!=e;;VC}cBi*57*U2{M|9EUSgv{45W z7%cT8i4YDhEaXlBc^<@h{RI zEdhHoEhZN-?R7ipfsxhs&HouksjWRAO4Ps{I3LD^w@-FT1;Et43YN=|N28rFZxBAL z6mkU|VuWE>JrGkYPb(fDZluVO*l(7# ze`TZ$Nk2jmn8wX~6+S|lnQ11EgAY?21C2wP0sT#B*{`MCu_ZRSQn@8^GVWJ=sH10( zwj1JlQL z)W6uhwQd>HVXpy42aG)pK^P+>cFftBJ6esE&~ba(vcU!T3kgQRp7iSF3KpI87LSbO zWb?MWojRXWT0F6Sblqa8yl}pozwhX(a!jzbru5HGTKhb*uArnEljz(*N>RLU1DO)8b! zGUPpOOtGyNL|bM#>K2&{K~k5c8FN$})?-qaNnEE0Z(5pQeG)${OmE;CR;qmKLx>y0+tB= z)5ibr(FK^iNWCf5`IhGgG2fd5D@e3r6(np;=I~w9fbUz^>UIJmpsh^brIgmC3Wp;6 zmI#s+S7Rtlp0tuP@F!FeT#*B4x?kxd`N{Ubt^EI=Sf}~+Qbqhf5B`6Q4=A+|YeWCf z81Q{J|K@)>D*wHR|9W0f1o6Jn)%rgJBx8ix{XgRj|Lgb+=l_CN5Qq+Z^8MUwK|4Hx z{PVYnkI&`b4lu3ahR}Tw%FBBu(NKf0K{L?;5^9J+@7%H$zc|x}?}U5^iDoS9>~0vU_HRTP5#^g;|_tfJ&~(!$rW!A1f>|E8`u ziK08iKPedroNt--nm(bLTz>n(YMof1Cl=Vpr=-LuAY`awBr+NA+=``LY8hp|i6ZU` z&7g@_{h@v5o=cw>9d`Cs`_R4t#mu&D*Gx9TO7fsAy1LV5Dsu3>e+Mg>G|~9)U$eKJ zo-z*M3Th30UNX;$Mp8A=1iI}n@3KzK?8?92$PDEvIX7%{!fbikaXY~6UuqDgKTn8g z+;nOTFwWz+edYZOiZ3ea!geqFZl`jcbm2{_QEVRWeDy(mZ-BqV>SV>NX5KGaD#4e7m5Q?5 zy0LGU^^5hKjk~nmnZ3?DbV-evHuq5rY;h9Xr%&~EKR`@MN&WxKH9S+4Wq$lRLsb<~%2 z4E?>mIVddbc@cgZgufK%V=KCGWnO4}zA*^E1J~IPF>Z~fegEvZyU%EHeovA0ZlH(~ z+dxF>N+EnqST(lq;rk_;()>0fR~BJ54|Y$w!SC$5mANHgizja%v6!(+{tfL_Z!AKm z?)K-xY)%^lulH`H=3+u|jWjtEcg$IgfQB#oM5NR*U2kauvtyM8ru+GA@b&ZAKbZrCs ziUA1rg8o?4FPWz53s8Ab-mnT zKDiSPAGL<2?_f_#(ZZ>152pnpDKp6~)Mi0#LuafpU0nm^CFX=lp)`Y@Z;8da$2`@b zZ*dT3AL)g_0n%HWx=ooO;GyYA>|)E@ToEVQVMt`+v60p&0dAam)xXxzk7XpgX7cI727Ag*76!sv>@hC#eN}(j@9U{>d zjLr76hLb1u72MIpQ+)}yqbL<=>{ixH++T2KwB!@a1QYRKIq$eS!Hj63ANVnqcL@8t zpF1A)FluCnkMQ7M8pUrEI)4j)*Sr4I+o1RKEKzFrV@i2r<)^?reS*oO6gHijIEO!q z!NiX*{8UvYc_-GZ(ip0OcNBi)vZrrlxGtX9DbR|3qjXx&&GtB7AAU5KV8o}+`KEAn zt>#|4pm#||=QAV7(kJQnBUrRTl4CCp)mTr45Fe-O**)0g6Zl;lO(kaNMH!eT{(JpB z>Hen)^40~~0lHZ6^ov49d^{E|&rU^ZK3QY!bT2=-zX_EL*94&%3PEpPCUYK}(RB1A z{KeiCZ}M%@ew*Y5j(y3_8Akjl)&ex2;vvQ*{ycu=w&`0@MNB|ME-e5taC6hguUR{8(3hz(5aDE$s2oY73|Lu8i2NhnkPnwKAqTv*F8 z-SkQuE#nvK!>}j^#)8!bciiPkl(K8+x2>Nq7?k*aiWpx-Z1CR~JmS1uDW$UqUqu_T z9o|`JtNiKhjzUXJDvDPq2_ATw{J4}g_K0D&20cAx6^bRhP$a)2`Z1gsE>`VD)-WM} z2zMGI(qA9;k%Bh<9`*Pk*O_$=5o5=2ookPDbI%%gJv%mjm?7?xkXfNVQ1OWQ7+fYv{0k8 z6CKT<=2NLTM*8L%Bdb${*3ICqfRi*sHRx1!wgjdW#xq=RjbSg$$Aw9K!}XAI8ZmtJ zEBR_7{H^A_x$}eAJwN*g!kk)5*@=!wstB?v2V2{|1Vz!vJ-`#E`!W+N)O0YWC#CC} zF6N`?Y!aA`ig=3g4rVa~r@S{ldvZjSbtmz|aq z>x@tqO`~Hi4yd8q6##>-43{Z5)R#5K5v|4{twv4L5Afdjs<&oQ17(4}dpShOV;u}i zbgZsiSzZqIJ6nskW>DlvrL2plQ$LQ_lc&_w&0ijfrY4k~Gp_k9gV1|4s_?rg}s*^Z>4ECvnb>0G8v%uHrnuoR!uS#+w_Uy6$MtxJ8HQ`7 zuW&MBClC4d$I3V6w*Pl>j@iS^k)KG%^H-^OuGlmrBDRR~VT9#wTv*mieu6c9C(2cK zCs7o|L{z|qg2%U^=%04=^8DId*lSeESYJD285=3PD1h3tu)n_odp1=JICHBzvy3?7!zP zZ9;dul1iwJ^VDrs8VdQme*_R1_^oB!XPXp5e^&o33Yz*BZaW;dhxDN& z8tLo2_{Xs^BD1nh`8|!k}++_FCG(%cjZOVwK z7l#qjxJ#4Wq*=_|#Cm>H@9!6-a(XMZExVm{=QhNHIZf_SM6OrDCp~DZGv2f-l;G3Z z_jhu>$tbI68cZqk>HQqmTtCUogukrJ7ujxp&K0{%k}e^P3+ok0m3@fk`J3;Kv;B#- zD2G#Sh@Q%&{!t!7=xuNdRF**ch%~15%@_z9TH34p#{!wIvSXnYncb`3CEnwc_un` zby;^^vBouaz0`lAjgo_PFhuknEk5lo$BXePwbUAbJROaPNA9fnp>eOTT*r>qaVNr! zITulX%I-c0euY|G9#pU

<)*F z0xI=T4P|q|_ZR$MI#MJ{GWsztzevk=9?0XLwenz8gO)en;poLU${(vzxxXRFTx-O< z;o=E^se)A4ezQq4Ob$6XJ(mgn zWbKeY?QKdY(@(2e+rO#rg{S#OlzhQC_Lc#s0v#`mtxoOgU`2 zF^`kGVnc(;|-;H@^oWnIu6lm)~O`^hhHXCmw@Aym?>GOKcQ;_LWwr?KrwcUku za}C`=_QL^A9%{6!5A}I||IGA^5K*Z-JHF!23Jvc?rTK|3`#D%M`~`y6JoIP_Uy&7l zQ{X!%x%@I)_j0vu#mbUl&%m57Z3B0|Arnzd_xhz+qPDVw=Jr(q`-+%C(BvH?rdoVv zQ$)iK@T*#lLDXsbou1#`yICN4*zhGnmvgTqUxuWvB@v%JGN33>ADTc^4mkKZ4|c zW`U?_5l6~T|F;Ei=n8ePj88t08sI_B}6Oqo2j?BVIaOor13O5zFmF( ze1e0lV>3EO-1Pm6h?*S;Jb573#O+g0Cf-SA<$MK5-pg>jCn;jE+j3Km0_w{OysEvg zsXJu6oMfaT0Z0|utEk<)+Qp!ov;FJp`_3uV=^N+Jx%Hl4m^m?HM|79Y@-(Z;XbWDk zwvpYWQ2OvlJX&^#w8kbCl|(4ht`k%mZS9~XDc|w!2&tSG|63_b_4_zimfWSoeX|W) zney0oJk$Wi3kDb710fY2lC(A=hS5NyRgCxT>N@@Rjs4S-4zy4abEP?Z6Aih`3;v5+BGQs+$8>>KS6i)T6XF9BmRG z^^rYuU)_^@zc`IvwXZOa6B31%3Z7zzIZK>p(KxgdXrR%U0%Ls7)J zBbTw@EKjg6wEC)9DR@QT2-8UX^2Ea4^J>kgcm7byt6sNX@IH;xDHL-~Xy8j5v-6@?e|ih#T<%6( zLg1wv=V}Dz{|sdOYNH)>%wErd(nvPN6|43~8<1q_C#N!~Jzn3_M5X?nYHF27{IRYe zoF?3L6vu65+29KW_m%{{PKFVV(z zd{`q#V7Ccm_vYwmJ+AM8C!iw_Gl4;&8ys*FEMPopRJcY0J35v2Y#vlhy?)2=6S3L||c@ud(&Vj#b%<*h+Ev_1p4%EHKTPB&sCXJHMfL?EN2M9RRV=MSMe^@@a zhtOd@0`e|Gi2WW2aGeM$+0w1fixI`v^1cFvk9mx(j5aU@u6?Hbyp~y@c=}Ys2Rnl5 zYFwXw5}TDd4`;ajKJRxPFVakBCm@NZ$E##TZ+Xt$32XA)pvi#tMvgtj5AAU_Ruy~! znJsDxe(>c+oZ@Lk3oNa0hjRb=uo-UD132an@tsFCdH>Zr0`v3Y*qvaFea}vdXP(H4 zY0M0%Td`cN^YJ$k@9B4qt>#81Y(jBLZ^DLB1?z+I@y<>jEZ6puui#`*rClfY9VY!E z2RMhkcc76w;sqC1$cD~(eo7GI;QDcZTfD-~Zx6W2-@W>DjA`+3hsihT!ozhQ`ycFt z-7thY2L$L+GXh*ZCX?>KAo7{3On!LQQh= zRN+G7=M+%l`{<8r;D_`QW>ul0{V5xb_lw-5fy>B?z`S=p81dA zOjJ_QLe>ZpX@Kt!u3s>XmIWd|Fyf2X$=F9JFa~?3aZ(96LEPZ;8 z4Dj8b>DZB++>;@b?*$V=o1>g`H$k7Q{Q5rOnqrMLQ2UUH{(%oWCUXW+dWNWlJo^MN z(Gm9uQs{;WXIqy8Y zJed;&yvajQ%@b*|g>KeVA~24Ov!Y3D+Un?~`-^kMxUV_h@G&_>T=t#QKq)OtSD3$HnYK*nCq+IK`&cmYgh$%uSfB%3$kBN>OU;UyuW+N_XM2gbuj)trf znC#|XULqTNoMkmUt4v|#wanhjl|CMXaaiHYLW^2KpiT|O@un83P+I#+7~JIL_&A5y z9?BX;M1YE8tqh2HsK>$T;{ChXJB6vAS6SdrU`L2aoS$a2tx||Cl>V6a@0+0vyyE?$ z4=*&G;c4;>|1mqaMDd|Xr6)Yf{;hn+7FL_Hb^4Lk!V_M(bSR?iR-@)O+AFm2b+m9M z0WhnJ{jcItM;`ZxLT-Y3#}Cz=Bzw2RD(su>?H0M)2baY8{&KrwJBc66Cn{yNlUg8% zc*aThYkYLs7V}8hH^PE|a0OK}ebvb}^hs$azwaDx>DmTTkl`2xAp%n$B@TF^s_&*H zc&?;-dG}7M9XyT}gg@*;LB#7nzONlr6=WkUvh=HP&z+0OhhJ)45%x38&TqAmuL=B- z-OhIOqZo`M3z4ikS)2o5uK})) zGojoHnIUXIpq0Hn=DSq88-C0$ekw7Zb^Y$K`C&&-_WpQu z8T{Q#7kn!A;X%#KMmT{+NDsrZ*D++k>bsnX?2D#ePxhAtm+PGz!}y?0&Go8p-o?S@ z+2^2M=n{Ki%QSbGmD}4jNsPB>l-}EHdZ1TKvvzYy9q1wzjR-%&{r?l!5h(6Kju^toAeyJ(RbLh}w!VV}FTGYE2fc@9P@cYZhyS;9=1FKc zeoTzAR?M(QG>%1#MuwnX6YF+mP0ke?Gftk28B-@?;``r+Q6q+-GE?D)X=^{?_WwQD z^yW4+yt)y8d1Zqex(DeLf#zn=;*lU5*`6%2B#UmhZ{_F-U`39Fy(#Q_oA(dGAKw~> z1ML+t3nYDnmr%Y62fK%0S9%O4m%WJLsV2er%YRcgIwwX%B2I9j+XLhhQl=C#9eA-BTpgp#9?o(rD~J zJup*}!GQ78(Xr=kZ%8T`=1F;yoN?*!pSs3Xzr^yX~qyDC2Z>DbkrV(p9B6 zc<>;0?%ai~Tesoh;Wpt!w8tp@3;;b<4t5$k4CByi$av!~;rRCQT_P#pK>%o=qS&k@*I^w4Al@~Cl%_z5oybdq|q}Z|A2;R!CdRi z)lXdc^H&wKQY}(c2PrV7HM|fZY?PLUkaU7noO3v8cmV3DTqmZ+xX7Azz}H;Z{0)ri z-njNpG&xm-r`*XMHhEF}NL;mO=qS9)VTjh9FH4bJ{G^F4+zX#KqT>bvoglU;D)P<@ zVcwvX!K%zsg7}cz4WK`4mJ+Ijxw5(fC*~p^qGU9YS&+EJXGsQ1Ii;IhMK4`JCh5}- z_?sG(&t34(ihK&qwPE2=V@-4tFbeO-$*Xi}K!-+<#vNsmOqU-=Oi%Q3z==9J3M0zd zwPRtHV__fRha0*ok&5QOeoynB>AaZIFXP>kVWDW-v`^I>k8&!MNUqBQBVUoCXK$_eKb z#(5O2Bq=Qig1qF%U#5+lXh!1CoNTD_>TRdAp_}Ds!SO~)OsEs8KS7cybmd=SjL8*d zIEeaUaN0x9O>F*o+R=+92eO+ZmIr(0S^|lB1<`HhC61JchRZ_h2s(k4IGiq?T84Zc zgZW+51NaR)o-C&~JIM>n+J#<@u(syp_NEM5p<4p6FZei;i(y_R#?p*2g~k9U3S1j*3C@Pax-Xg!tA+ z^_Kif|n8`8_POiPlcZn;R_qRGIJ8&3-GUa&Sw*P~B z|L|u#{?tpjVA2U_YI+O%_Z?sj*MX*@B_5fJU#O~ko?f%cl_J}V#HGRSzMxdtLPjo& z^qSQu{qu9^*|#^M%^I9LkhLC!v)e7?H#ed5*{9%C55|!hr=$JUGm%e~f}Z>nz5&di z1g7N|x>Npm-h-2c4l^9lK*kd|tbMZ49=d=u{Kc=mfls=B?-njzw;3JjG*+HCLG_e& zT?sdYhW}B;Lv#JUOi#Q7h>;nsFM`ow?X;m22@yQ>4`CEQ5XYh6GVff2mCcIUg@ zzbdu&$iSnnpZIWPUR%!~Z0I@-)5{L|CxP?P zt`0%jRR${B=Sxb$lfKcQ6B&TTo$S<&m&3lCsyh)CWyd2^G0$%|IZ}$WlMM{KVchON z-R9CBz*=HAN#mh4EqG-0W_;?Cm!N)R7f!5dMk(oz>}e^@UNTo+cJADY(&6J!efmGS zdU|+8G^m14<((=2RFMzzO_gUtOos1pypjg>d^p+gWUe|J*NoBv}QcD~e%?!(!@_#Bow9bC(fNu%bp;TU^H4LoE$Ae!gScy)Ryf#HUeApOGi} z@`+YiIb^4>ICo+E;(mpRvmp;+d8q23s<8^}85WOd$%K(okrEy$zUFe(uX@PPd5C2o zFL4yE7I}Qpd^=q8>*thHC={cKpj1nGh^EmIxzeF;SA4xEyP!`-7*}^?5XT@tXNab~ z8d|chZwzY+LAc&V67(fWzvaRUKFWfw0fuqd;rs(pV`y1IWk%2OHKX=%@ttd1tRDC> zk~nq3w&3vQkVy73o-}gMDdDf0k7DLioU98Q09!x~|4&hxd_D|iE~Fi1)(Jcy-(Mvd z%*32VV_BFG9S)-Mi{>m*r;L8|LxCi_!e32k@l^yq{Y45T?HN1ufv5EWL8Nu=s248o=S=378wk={$R?sSfEi}G<`&-pc;Q=Swk__pkAR2*XX`;#>zW&tQ>*DC!r>4P6 z<9XyrPvVP4216^?vqI~h_E8PDou!`h(uGy z0p*qnJyDspm?+UWCxXu9)v+%Tl+H-?+?ZA#Gal%ZW{PSIYns+ZWH+%B2(!+lVu)Lsx4G3c5I3DakvN^m$m*iS$BHZfcK3FR{h?vD<}y*!xyoJ#SZONsiY zq|S52K+6DuJwd8ILffLb^gVb8RH7f5DFg?U9w1AlJCO zaYY&5ytN9L5+Z47Bp8JfMJ}L~XuS-YSmET9;8fZZrke1P3XPM7RDw6|TfGkFO-O+w zw2EvL>BXlSx(FNOC4DyRo4R>9(Nqkx>u}vqk-Dr;^U$Qh=>h5pP@tT7*7${@FfPB* zjQX*)cPEq;KAWEIFQ4)S(=EgAwz%ajt>c3mA3|=aao4*snXWer2H@~>hTiSK^oHW@ z?yUbD8GxlSccRq7lmpkw%1Yn(`_P6qeD_NiVba*4*xa-WN4j%?@wbPB3DR9a`f_wa z<;_#NJR@+aJJCMWb_9D`T5&t2EtUWP1|&&DK~%|{lTd&BD17to-(kU&KV^pnd$_U}Uv%?zVMM-uL=Ii=^F zxLfr&1~j~Y!yo)GI_m1#=`bRk1Saf67`rl>L`Tl$lgQo);GXapxS;gLA*P+vnBKL| z@22sW;^Ot2v36_?_J*fQBk=ha-=jBk#*{cj?eJdN4Q@a3t{Q(SJR|Vd;e&BN$#(*1 z1`1snnd17;G#T$2Wbf4P>9bD5KYac(zH!$>dAkei4)kEp5ul?dn2-!C$z!<7 z{?x%Gm^*d=YLCg_@=srYkAHYB?p*W$o_pa%3@8adTu!(|6YD?mi!vTb?*wo+=|-2U z7=T~+Q#et5Be$l~9@bY_%n?z+fu(Ksth-uFqi?>sCm{{_h-~WSe z=SDIk7;LFh=0x8pa(_xVV!J7XX&JN*>be@l2CIEQ`tk$AZ21bphaH!+0l5116j{~nj$ zJUUxDkX`pD45&R-Q2eQpG|0E8oJ4Zk2~NUFw;Qm0hYOMpx80MTB4#__L%GUiZYVFk zG&2JS;N+8M;PBRVti0*JvG?`;J}v*sZSU8OmkMdoZ$P&n=)mSD-ooq48!>FsU`+qQ zNtpkU^YE9y`~_RKZfB>vY1;JrRO0u6!STlDJ9;ni^Xx>8i4{yVNIOES=IWgf8iT^k zpQa2s&1*rX$xeF&qlvLL`wV@hV!Pt5F-=!7vpHajx6yq}yl-;U(ddmIlA z*KT1_EM-Zgrl&#*z~!Hq!e}82{eTxjROMAaa|t(@gc;?pil%-74Gm``tXng;Qj2j! zKl6AWGeS6#0)acH3Gs|H;(ih z@!&rtku#AHQR-DR+{*GsmO;^*zvio(*lOxCa8!-WJ{?(D`nrl(@eX1ojWmg+b**De zouK-;Bt&wd*(dCoW}R>CbaR95L_@S0ib^dK>=`hD&8sT?>@VkAUi*MEi5f*t;;sPln5z*2w=EwIXWy6kkzM`YSl_PU1 zG#?5JfCORbB8_8=$8Eu5i#(1fFB}aYycg9$S)k}yyFjKhT(GGD5#IIbn#&-z9ze%V zq8a$a_lQHq(J*dDeV;Ct#n)&uQNh^sA0(!kC?vs6q7IdtbTbiSh?5W0xIpDF-&dt; z{&WMOuH1MS4a7wA6uwC}k*I4{QKH(#)gU7*q>(j=ehiBRybJZg!U#6NNT-Daqb?EL z*fZsTgeUGnIC1ENhGR)yN8*dUi#mxo28Y8s?*gS{3p8HciCEDm`9P@|s`X%^Ptx-f zr<9Z%jc{_fN2&OAZI+KDJh9Fmyc=5@5r}bdgXcV(_e923#rP}z#v?%~vMLt@rC!W3 zqc3+lm;DeSoDf$Um&75|5pSv{;@X8@E=B_|;l{D(Bro9%yVUs09}FYx02KFWEQuba z&n^LFMy)*9HSYdNVotY1@Xb?Ju>RfCv<#w>Zy{Fo$<+1hc$42GPNJ20Ax&D#baM(wq=N+AJ^DUybow_em+&&B zXwJ^-FJfw*{Pb*^^aL>fy 50 AND id #EXERCISE 2 #Read one of your toy data tables, make sure the output is ordered in descending order, you rename one of the variables and the output is limited to the first 20 rows. +dbGetQuery(mydb, "SELECT id as 'Toy ID', toy_name FROM toyInfo ORDER BY id DESC LIMIT 20;") + #Read the other table according to a condition of one of the variables. +dbGetQuery(mydb, "SELECT * FROM carInfo WHERE price <=10000;") + ``` ## Getting into SQL - UPDATING @@ -123,6 +133,21 @@ dbGetQuery(mydb, "SELECT * FROM studentAssessment ORDER BY id_student LIMIT 10;" #EXERCISE 3 #Insert a new row in one of your toy data tables leaving one variable empty. Change one value in your other table. Display your new tables. Delete the row you edited and the row you inserted. +dbGetQuery(mydb, "INSERT INTO toyInfo (id, toy_name, price) VALUES ('51', 'toy_51', '55');") + +#Change one value in your other table. + +dbGetQuery(mydb, "UPDATE carInfo SET price = '10001' WHERE id = 50;") + +#Display your new tables. + +dbGetQuery(mydb, "SELECT * FROM toyInfo;") +dbGetQuery(mydb, "SELECT * FROM carInfo;") + +#Delete the row you edited and the row you inserted. + +dbGetQuery(mydb, "DELETE FROM toyInfo WHERE id = 51;") +dbGetQuery(mydb, "DELETE FROM carInfo WHERE id = 50;") ``` @@ -159,6 +184,20 @@ dbGetQuery(mydb, "DROP TABLE IF EXISTS test;") #No error since it is only if it #EXERCISE 4 #Create a table that is exactly the same as your first toy data table but this time use SQL commands. Display your new table. Then delete the original table. +dbGetQuery(mydb,"CREATE TABLE toyInfo ( + id INTEGER, + toy_name TEXT, + price DOUBLE, + create_date DATE + );") +dbGetQuery(mydb,"INSERT INTO toyInfo (id, toy_name, price, create_date) SELECT id, toy_name, price, create_date FROM toyInfo;") + +#Display your new table. +dbGetQuery(mydb, "SELECT * FROM toyInfo;") + +#Then delete the original table. +dbGetQuery(mydb, "DROP TABLE IF EXISTS toyInfo;") + ``` # NULL Value @@ -212,6 +251,27 @@ dbGetQuery(mydb,"INSERT INTO test2 (score, student) VALUES (NULL, 'A');") #EXERCISE 5 #Recreate one of your toy data tables with the constraint that for one of the integer variablesthe default value will be zero. Test your table by inserting some empty values. Display your new tables. Then delete your table. +dbGetQuery(mydb,"CREATE TABLE toyInfo3 ( + id INTEGER NOT NULL, + toy_name TEXT, + price DOUBLE DEFAULT 0, + create_date DATE + );") + +#Test your table by inserting some empty values. + +dbGetQuery(mydb,"INSERT INTO toyInfo3 (id, toy_name, create_date) VALUES ('1', 'toy_cat','2020/1/1');") +dbGetQuery(mydb,"INSERT INTO toyInfo3 (id, toy_name) VALUES ('2', 'toy_dog';") + +#Display your new tables. + +dbGetQuery(mydb, "SELECT * FROM toyInfo3;") + +#Then delete your table. + +dbGetQuery(mydb, "DROP TABLE IF EXISTS toyInfo3;") + + ``` @@ -226,7 +286,16 @@ dbGetQuery(mydb, "SELECT * FROM studentAssessment LIMIT 10;") dbGetQuery(mydb, "ALTER TABLE studentAssessment DROP COLUMN email;") #EXERCISE 6 -#Add a column to one of your toy data tables with a default value of 3. Display your new table. Delete this column. +#Add a column to one of your toy data tables with a dAefault value of 3. Display your new table. Delete this column. + +dbGetQuery(mydb, "ALTER TABLE carInfo ADD stock INTEGER DEFAULT 3;") + +#Display your new tables. +dbGetQuery(mydb, "SELECT * FROM carInfo;") + +#Then delete your table. +dbGetQuery(mydb, "ALTER TABLE carInfo DROP COLUMN stock;") + ``` @@ -248,6 +317,13 @@ dbGetQuery(mydb, "DROP TABLE IF EXISTS test3;") #EXERCISE 7 #Create a new table with four variables and a primary key that is a sequential id value. +dbGetQuery(mydb,"CREATE TABLE test3 ( + id INTEGER AUTO_INCREMENT PRIMARY KEY, + student_id INTEGER, + student_name TEXT, + student_birthday DATE + );") + ``` ## Filtering (WHERE) @@ -278,6 +354,10 @@ dbGetQuery(mydb, "SELECT id_student, gender, region FROM studentInfo WHERE regio #EXERCISE 8 #Query one of your original toy data tables, for two different conditions. +dbGetQuery(mydb, "SELECT * +FROM carInfo +WHERE made_date = '2020/3/29' and price > 10000 ;") + ``` ## Removing Duplicates @@ -289,6 +369,9 @@ dbGetQuery(mydb, "SELECT DISTINCT region, gender FROM studentInfo;") #EXERCISE 9 #Insert a duplicate row into one of your toy data tables. Then query the table without including duplicates. +dbGetQuery(mydb,"INSERT INTO carInfo (id, car_name, price, made_date) VALUES ('1','car_1','5200','2020/1/23';") +dbGetQuery(mydb, "SELECT DISTINCT id, car_name, price, made_date FROM carInfo;") + ``` ## Conditional Expressions (non-standard) @@ -360,6 +443,20 @@ dbGetQuery(mydb, "SELECT * FROM left_table #EXERCISE 10 # Create a common id variable in your two toy data tables. Then join those tables so that your query returns all the values from one table and only those that match from the other. +dbGetQuery(mydb, "ALTER TABLE toyInfo ADD car_id INTEGER DEFAULT NULL;") + +#set data to car_id +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '1' WHERE price <=100;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '11' WHERE price > 100 and price <= 200;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '21' WHERE price > 200 and price <= 300;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '31' WHERE price > 300 and price <= 500;") +dbGetQuery(mydb, "UPDATE toyInfo SET toy_id = '41' WHERE price > 500;") + +#use left join to combine two tables +dbGetQuery(mydb, "SELECT t.*, c.* +FROM toyInfo AS t +LEFT JOIN carInfo As c ON t.car_id = c.id;") + ``` ```{r} #Now disconnect from your database @@ -371,7 +468,7 @@ dbDisconnect(mydb) #2. Do NOT make a snapshot #3 Click on "Actions" again and click "Delete" #4. Unclick "Make a final snapshot" -#5. Clicl "I acknowledge that upon instance deletion, automated backups, including system snapshots and point-in-time recovery, will no longer be available." +#5. Clicl "I acknowledge that upon instance deletion, automated backups, including system snapshots and point-in-time recovery, will no longer be available. #6. Type "delete me" into the field #Failure to follow these steps could result in charges to your credit card. diff --git a/toyInfo.csv b/toyInfo.csv new file mode 100644 index 0000000..42b2706 --- /dev/null +++ b/toyInfo.csv @@ -0,0 +1,51 @@ +id,toy_name,price,create_date +1,toy_1,52,2020/5/23 +2,toy_2,99,2020/5/23 +3,toy_3,143,2020/5/23 +4,toy_4,185,2020/5/23 +5,toy_5,225,2020/5/23 +6,toy_6,263,2020/5/23 +7,toy_7,299,2020/5/23 +8,toy_8,333,2020/5/23 +9,toy_9,365,2020/5/23 +10,toy_10,395,2020/5/23 +11,toy_11,423,2020/6/29 +12,toy_12,449,2020/6/29 +13,toy_13,473,2020/6/29 +14,toy_14,495,2020/6/29 +15,toy_15,515,2020/6/29 +16,toy_16,533,2020/6/29 +17,toy_17,549,2020/6/29 +18,toy_18,563,2020/6/29 +19,toy_19,575,2020/6/29 +20,toy_20,585,2020/6/29 +21,toy_21,593,2020/7/15 +22,toy_22,599,2020/7/15 +23,toy_23,603,2020/7/15 +24,toy_24,605,2020/7/15 +25,toy_25,605,2020/7/15 +26,toy_26,603,2020/7/15 +27,toy_27,599,2020/7/15 +28,toy_28,593,2020/7/15 +29,toy_29,585,2020/7/15 +30,toy_30,575,2020/7/15 +31,toy_31,563,2020/8/17 +32,toy_32,549,2020/8/17 +33,toy_33,533,2020/8/17 +34,toy_34,515,2020/8/17 +35,toy_35,495,2020/8/17 +36,toy_36,473,2020/8/17 +37,toy_37,449,2020/8/17 +38,toy_38,423,2020/8/17 +39,toy_39,395,2020/8/17 +40,toy_40,365,2020/8/17 +41,toy_41,333,2020/10/1 +42,toy_42,299,2020/10/1 +43,toy_43,263,2020/10/1 +44,toy_44,225,2020/10/1 +45,toy_45,185,2020/10/1 +46,toy_46,143,2020/10/1 +47,toy_47,99,2020/10/1 +48,toy_48,53,2020/10/1 +49,toy_49,5,2020/10/1 +50,toy_50,45,2020/10/1 From f5debe7049cfcedb62ba529dd9614b2d19694c6a Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Thu, 11 Feb 2021 13:39:16 +0800 Subject: [PATCH 4/8] Karl Yiren Shen --- prediction.Rmd | 179 +++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 179 insertions(+) create mode 100644 prediction.Rmd diff --git a/prediction.Rmd b/prediction.Rmd new file mode 100644 index 0000000..59496c9 --- /dev/null +++ b/prediction.Rmd @@ -0,0 +1,179 @@ +--- +title: "HUDK4051: Prediction - Comparing Trees" +author: "Charles Lang" +date: "1/9/2018" +output: html_document +--- + +In this assignment you will modelling student data using three flavors of tree algorithm: CART, C4.5 and C5.0. We will be using these algorithms to attempt to predict which students drop out of courses. Many universities have a problem with students over-enrolling in courses at the beginning of semester and then dropping most of them as the make decisions about which classes to attend. This makes it difficult to plan for the semester and allocate resources. However, schools don't want to restrict the choice of their students. One solution is to create predictions of which students are likley to drop out of which courses and use these predictions to inform semester planning. + +In this assignment we will be using the tree algorithms to build models of which students are likely to drop out of which classes. + +## Software + +In order to generate our models we will need several packages. The first package you should install is [caret](https://cran.r-project.org/web/packages/caret/index.html). + +There are many prediction packages available and they all have slightly different syntax. caret is a package that brings all the different algorithms under one hood using the same syntax. + +We will also be accessing an algorithm from the [Weka suite](https://www.cs.waikato.ac.nz/~ml/weka/). Weka is a collection of machine learning algorithms that have been implemented in Java and made freely available by the University of Waikato in New Zealand. To access these algorithms you will need to first install both the [Java Runtime Environment (JRE) and Java Development Kit](http://www.oracle.com/technetwork/java/javase/downloads/jre9-downloads-3848532.html) on your machine. You can then then install the [RWeka](https://cran.r-project.org/web/packages/RWeka/index.html) package within R. + +**Weka requires Java and Java causes problems. If you cannot install Java and make Weka work, please follow the alternative instructions at line 121** +(Issue 1: failure to install RWeka/RWekajars, paste "sudo R CMD javareconf" into terminal and try to install again) + +The last package you will need is [C50](https://cran.r-project.org/web/packages/C50/index.html). + +## Data + +The data comes from a university registrar's office. The code book for the variables are available in the file code-book.txt. Examine the variables and their definitions. + +Upload the drop-out.csv data into R as a data frame. + +```{r} +library(plyr) +library(C50) +library(party) +library(caret) +library(RWeka) +library(MLmetrics) +## Data Import +student <- read.csv('/Users/prediction-master/drop-out.csv') +summary(student) ## No missing values + +``` + +The next step is to separate your data set into a training set and a test set. Randomly select 25% of the students to be the test data set and leave the remaining 75% for your training data set. (Hint: each row represents an answer, not a single student.) + +```{r} +## Data partition +trainData <- createDataPartition( + y=student$complete, p = 0.75, list=FALSE +) +training <- student[trainData,] +testing <- student[-trainData,] +training<-training[,-1] +testing<-testing[,-1] + +``` + +For this assignment you will be predicting the student level variable "complete". +(Hint: make sure you understand the increments of each of your chosen variables, this will impact your tree construction) + +Visualize the relationships between your chosen variables as a scatterplot matrix. Save your image as a .pdf named scatterplot_matrix.pdf. Based on this visualization do you see any patterns of interest? Why or why not? + +```{r} +## Scatter plot +student_noid <- student[,-1] +pairs(~.,data=student_noid) +#pdf(file = "/Users/My_Plot.pdf") +## Since the response variable is non-numeric, the scatter cann't provide +## meaning full information in variable selection +``` + +## CART Trees + +You will use the [rpart package](https://cran.r-project.org/web/packages/rpart/rpart.pdf) to generate CART tree models. + +Construct a classification tree that predicts complete using the caret package. + +```{r} +library(caret) +MySummary <- function(data, lev = NULL, model = NULL){ + df <- defaultSummary(data, lev, model) + tc <- twoClassSummary(data, lev, model) + pr <- prSummary(data, lev, model) + out <- c(df,tc,pr) + out} + +## K fold validation +ctrl <- trainControl(method = 'repeatedcv',repeats = 3, + classProbs = TRUE, + summaryFunction = MySummary) +## Model training +fit1 <- train(complete~.,data=training, + method="rpart", + preProc=c("center",'scale'), + trControl =ctrl, + metric="Accuracy" + ) +fit1$bestTune ## the best tunning in this case is when cp = 0.01005 +fit1 ## It is good model fit, the overall accuracy is about 0.89, also a good specificity and an acceptable specificity +sens=0.6553508 +spec=0.9951672 +2*(sens*spec)/(sens+spec) ## when cp=0.01005, F1 score + +``` + +Describe important model attribues of your tree. Do you believe it is a successful model of student performance, why/why not? + It is good model fit, the overall accuracy is about 0.89, also a good specificity and an acceptable specificity +Can you use the sensitivity and specificity metrics to calculate the F1 metric? +2*(sens*spec)/(sens+spec) ## when cp=0.01005, F1 score + +Now predict results from the test data and describe important attributes of this test. Do you believe it is a successful model of student performance, why/why not? +It is a good model, since the accuracy is about 0.91 +```{r} +## predict for the test dataset +cartClasses <- predict(fit1,newdata = testing) ## prediction result +confusionMatrix(data = cartClasses, as.factor(testing$complete)) #confusion Matrix + + +``` + +## Conditional Inference Trees + +Train a Conditional Inference Tree using the `party` package on the same training data and examine your results. +```{r} +## Conditional Inference Trees +conFit<-train(complete~.,data=training, + method="cforest", + preProc=c("center",'scale'), + trControl =ctrl, + metric="Accuracy" +) +conFit +fit1$finalModel +``` +Describe important model attribues of your tree. Do you believe it is a successful model of student performance, why/why not? +the most important variable is years to decide whether a student will drop out. +What does the plot represent? What information does this plot tell us? + +Now test your new Conditional Inference model by predicting the test data and generating model fit statistics. +```{r} +## predict for the test dataset +cartClasses <- predict(conFit,newdata = testing) ## prediction result +confusionMatrix(data = cartClasses, as.factor(testing$complete)) # the accuracy is about 0.90 +``` + +There is an updated version of the C4.5 model called C5.0, it is implemented in the C50 package. What improvements have been made to the newer version? + +Install the C50 package, train and then test the C5.0 model on the same data. + +```{r} +## Conditional Inference Trees +c50Fit<-train(complete~.,data=training, + method="C5.0Cost", + preProc=c("center",'scale'), + trControl =ctrl, + metric="Accuracy" +) +c50Fit +``` + +## Compare the models + +caret allows us to compare all three models at once. + +```{r} +## summary of the model +resamps <- resamples(list(cart = fit1, condinf = conFit, cfiveo = c50Fit)) +summary(resamps) + +conFit$finalModel +c50Fit$finalModel +## after checking the three final models, the most important variable is years to decide whether a student will drop out. + +``` + +What does the model summary tell us? Which model do you believe is the best? +It is really hard to say which one is the best model.When comparing the three models, the overall accuracies are pretty close about 0.90, the senstivity for these three models are not very high which are about 0.65,the specificity for these three models are very high which are about 0.99 +Which variables (features) within your chosen model are important, do these features provide insights that may be useful in solving the problem of students dropping out of courses? +years and course_id. Yes, these two features are most important in seperating the dataset. \ No newline at end of file From e94af93f2d19cec762b123daaf5f2afed741afda Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Thu, 11 Feb 2021 13:53:24 +0800 Subject: [PATCH 5/8] Karl Yiren Shen --- prediction.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/prediction.Rmd b/prediction.Rmd index 59496c9..86d0c64 100644 --- a/prediction.Rmd +++ b/prediction.Rmd @@ -176,4 +176,4 @@ c50Fit$finalModel What does the model summary tell us? Which model do you believe is the best? It is really hard to say which one is the best model.When comparing the three models, the overall accuracies are pretty close about 0.90, the senstivity for these three models are not very high which are about 0.65,the specificity for these three models are very high which are about 0.99 Which variables (features) within your chosen model are important, do these features provide insights that may be useful in solving the problem of students dropping out of courses? -years and course_id. Yes, these two features are most important in seperating the dataset. \ No newline at end of file +years and course_id. Yes, these two features are most important in seperating the dataset \ No newline at end of file From 14a8346a0f407621fd911b4b0ccf02393bbd746b Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Tue, 16 Feb 2021 21:03:06 +0800 Subject: [PATCH 6/8] 1 --- README.md | 76 +++++++++++++++++-------------------------------------- 1 file changed, 23 insertions(+), 53 deletions(-) diff --git a/README.md b/README.md index f793fb6..6dc6061 100644 --- a/README.md +++ b/README.md @@ -1,77 +1,47 @@ -# SQL & Relational Databases +# Prediction -Relational databases are the backbone of data science and the language that we use to communicate with them is called SQL. The SQL test is a common component for data-adjacenemnt jobs within industry, government and the education sector. It is a useful tool that some argue [spawned the field of data science](https://www.kdnuggets.com/gpspubs/sigkdd-explorations-kdd-10-years.html). Before Big Data was a thing, Knowledge Discovery in Databases (KDD) used simple SQL queries to investigate and understand the nature of the large amounts of data that were being collected by governments and companies. The humble SQL test now torments the budding data scientist as a right of passage in the job search process. - -In this unit you will learn the basic ideas behind relational databases and SQL. You will setup a database in Amazon Web Services and then connect to it through RStudio. You will then load data into your database and run SQL queries on that data. +Prediction of student behavior has been a prominant area of research in learning analytics and a major concern for higher education institutions and ed tech companies alike. It is the bedrock of [methodology within the world of cognitive tutors](https://solaresearch.org/hla-17/hla17-chapter5/) and these methods have been exported to other areas within the education technology landscape. The ability to predict what a student is likely to do in the future so that interventions can be tailored to them has seen major growth and investment, [though implementation is non-trivial and expensive](https://www.newamerica.org/education-policy/policy-papers/promise-and-peril-predictive-analytics-higher-education/). Although some institutions, such as [Purdue University](https://www.itap.purdue.edu/learning/tools/forecast.html), have seen success we are yet to see widespread adoption of these approaches as they tend to be highly institution specific and require very concrete outcomes to be useful. ## Goals for this Unit -* Be able to discuss an overview of relational datanases and the purpose of SQL -* Be able to spin up an AWS instance and load a SQL database into it -* Be able to connect to the database through RStudio/R using the DBI package -* Be able to run basic SQL commands in RStudio using the RMySQL package - -## Resources - -### Video 1 -[![Introduction to Relational Databases & SQL](https://img.youtube.com/vi/G-rXRbdE7ow/0.jpg)](https://youtu.be/G-rXRbdE7ow) - -[Transcript](https://github.com/la-process-and-theory/sql-db-setup/blob/master/hudk4051-sql-intro.rtf) +* Be able to discuss different uses for prediction algorithms in education +* Be able to discuss the theory behind the CART, Conditional Inference Trees and C5 classification algorithms +* Construct classification models to predict student dropout and state validation metrics for the model +* Compare classification models on appropriate metrics -[Video Slide Deck](https://github.com/la-process-and-theory/sql-db-setup/blob/master/HUDK4051-SQL.pdf) +## Tasks for this Unit -### Video 2 -[![AWS Setup Instructions](https://img.youtube.com/vi/JnADtoprFMM/0.jpg)](https://youtu.be/JnADtoprFMM) +In this unit you will be working towards buildimg models to predict student course dropout and then comparing those models. As background to this task please read over the follwing materials and watch the methodological videos. If you find any other useful materials please add them under **Additional Materials** at the end of the this page and pull request the change back to this repo. -[SQL Cheat Sheet](https://mariadb.com/kb/en/basic-sql-statements/) - -[Overview of Amazon Web Services](https://docs.aws.amazon.com/whitepapers/latest/aws-overview/introduction.html) - -[AWS](https://aws.amazon.com/) -[AWS China](https://www.amazonaws.cn/?nc1=f_ls) +## Resources -## Project: AWS Database and SQL +### Videos -Please *fork* and *clone* this repository to your computer. If you are unfamiliar with this process you must sign up for office hours. +[![Introduction to Prediction](https://img.youtube.com/vi/BqQR9n-Bolw/0.jpg)](https://youtu.be/BqQR9n-Bolw) -Then you will need to create an account with AWS. This will require a credit card although we will only be using free services. If you already have an Amazpon account you can use that account. +[Video Slide Deck](https://github.com/la-process-and-theory/prediction/blob/master/prediction-slides.pdf) -Please create the account through the regional website for your location. +[Jalayer Academy. (2015). R - Classification Trees (part 1 using C5.0)](https://www.youtube.com/watch?v=5NquIfQxpxk) -Once you have created an account follow the directions below, these steps are also shown in the video above. +[Grey, C.G.P. (2017). How Machines Learn.](https://www.youtube.com/watch?v=R9OHn5ZF4Uo) -## Step by Step to Create MySQL Instance on Amazon Web Services +### Readings -* Log into your [AWS Management Console](https://console.aws.amazon.com) -* Locate `RDS` under the `Databases` heading -* Within Amazon RDS click `Create database` -* Under `Choose a database creation method` click `Standard Create` -* Under `Engine options` choose `MySQL` -* Under `Templates` choose `Free tier` -* Under `Settings` name your `DB instance identifier` as `database-1` -* Under `Credential settings` create a username and password combination and write it down (you will need it later) -* Under `Connectivity` expand `Additional connectivity configuration` to show additional menu items and make sure that `Publicly accessible` is checked `Yes` -* Expand the `Additional configuration` menu -* Under `Initial database name` write `oudb` -* Uncheck `Automatic backups` -* Click `Create database` -* Once the database is created, take a screenshot and add it to your repository +[Adhatrao, K., Gaykar, A., Dhawan, A., Jha, R., & Honrao, V. (2013). Predicting Students’ Performance Using ID3 and C4. 5 Classification Algorithms. International Journal of Data Mining & Knowledge Management Process, 3(5).](https://arxiv.org/ftp/arxiv/papers/1310/1310.2071.pdf) -## Modify Security Group +[Brooks, C. & Thompson, C. (2017). Predictive modelling in teaching and learning. In The Handbook of Learning Analytics. SOLAR: Vancouver, BC](https://solaresearch.org/hla-17/hla17-chapter5/) -* Under `Security Groups` click `Inbound` and then `Edit` -* Add the rule `SQL/Aurora` on `Port 3306` with the `Connection` of `MyIP` +## Knowledge Check -## RStudio +Once you have completed all tasks in the unit, please complete the [knowledge check](https://tccolumbia.qualtrics.com/jfe/form/SV_eJ0QJWNsklHsdro). -* Open the sql-project.Rmd file in RStudio and follow the directions. +## Additional Materials -## Submission +[The caret package](https://topepo.github.io/caret/train-models-by-tag.html) -* Once you have completed the project please commit and pull request the repository back to the main branch. Please be sure to include your Rmd file and your screenshot of the AWS console page. The due date for this project is **January 27 by 5:00pm EDT**. Don't forget to delete your AWS database so you don't get charged any money! +[The C50 package](https://topepo.github.io/C5.0/) -## Knowledge Check +[Pradhan, C. (2016). What are the differences between ID3, C4.5 and CART? Quora](https://www.quora.com/What-are-the-differences-between-ID3-C4-5-and-CART) -[After you submit please complete the knowledge check quiz located here](https://tccolumbia.qualtrics.com/jfe/form/SV_2i3mluBkpyjW0Um) From f66912f27f985f7108e5f393f66b24044044917c Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Tue, 16 Feb 2021 21:20:04 +0800 Subject: [PATCH 7/8] 1 --- prediction.Rmd | 179 ------------------------------------------------- 1 file changed, 179 deletions(-) delete mode 100644 prediction.Rmd diff --git a/prediction.Rmd b/prediction.Rmd deleted file mode 100644 index 86d0c64..0000000 --- a/prediction.Rmd +++ /dev/null @@ -1,179 +0,0 @@ ---- -title: "HUDK4051: Prediction - Comparing Trees" -author: "Charles Lang" -date: "1/9/2018" -output: html_document ---- - -In this assignment you will modelling student data using three flavors of tree algorithm: CART, C4.5 and C5.0. We will be using these algorithms to attempt to predict which students drop out of courses. Many universities have a problem with students over-enrolling in courses at the beginning of semester and then dropping most of them as the make decisions about which classes to attend. This makes it difficult to plan for the semester and allocate resources. However, schools don't want to restrict the choice of their students. One solution is to create predictions of which students are likley to drop out of which courses and use these predictions to inform semester planning. - -In this assignment we will be using the tree algorithms to build models of which students are likely to drop out of which classes. - -## Software - -In order to generate our models we will need several packages. The first package you should install is [caret](https://cran.r-project.org/web/packages/caret/index.html). - -There are many prediction packages available and they all have slightly different syntax. caret is a package that brings all the different algorithms under one hood using the same syntax. - -We will also be accessing an algorithm from the [Weka suite](https://www.cs.waikato.ac.nz/~ml/weka/). Weka is a collection of machine learning algorithms that have been implemented in Java and made freely available by the University of Waikato in New Zealand. To access these algorithms you will need to first install both the [Java Runtime Environment (JRE) and Java Development Kit](http://www.oracle.com/technetwork/java/javase/downloads/jre9-downloads-3848532.html) on your machine. You can then then install the [RWeka](https://cran.r-project.org/web/packages/RWeka/index.html) package within R. - -**Weka requires Java and Java causes problems. If you cannot install Java and make Weka work, please follow the alternative instructions at line 121** -(Issue 1: failure to install RWeka/RWekajars, paste "sudo R CMD javareconf" into terminal and try to install again) - -The last package you will need is [C50](https://cran.r-project.org/web/packages/C50/index.html). - -## Data - -The data comes from a university registrar's office. The code book for the variables are available in the file code-book.txt. Examine the variables and their definitions. - -Upload the drop-out.csv data into R as a data frame. - -```{r} -library(plyr) -library(C50) -library(party) -library(caret) -library(RWeka) -library(MLmetrics) -## Data Import -student <- read.csv('/Users/prediction-master/drop-out.csv') -summary(student) ## No missing values - -``` - -The next step is to separate your data set into a training set and a test set. Randomly select 25% of the students to be the test data set and leave the remaining 75% for your training data set. (Hint: each row represents an answer, not a single student.) - -```{r} -## Data partition -trainData <- createDataPartition( - y=student$complete, p = 0.75, list=FALSE -) -training <- student[trainData,] -testing <- student[-trainData,] -training<-training[,-1] -testing<-testing[,-1] - -``` - -For this assignment you will be predicting the student level variable "complete". -(Hint: make sure you understand the increments of each of your chosen variables, this will impact your tree construction) - -Visualize the relationships between your chosen variables as a scatterplot matrix. Save your image as a .pdf named scatterplot_matrix.pdf. Based on this visualization do you see any patterns of interest? Why or why not? - -```{r} -## Scatter plot -student_noid <- student[,-1] -pairs(~.,data=student_noid) -#pdf(file = "/Users/My_Plot.pdf") -## Since the response variable is non-numeric, the scatter cann't provide -## meaning full information in variable selection -``` - -## CART Trees - -You will use the [rpart package](https://cran.r-project.org/web/packages/rpart/rpart.pdf) to generate CART tree models. - -Construct a classification tree that predicts complete using the caret package. - -```{r} -library(caret) -MySummary <- function(data, lev = NULL, model = NULL){ - df <- defaultSummary(data, lev, model) - tc <- twoClassSummary(data, lev, model) - pr <- prSummary(data, lev, model) - out <- c(df,tc,pr) - out} - -## K fold validation -ctrl <- trainControl(method = 'repeatedcv',repeats = 3, - classProbs = TRUE, - summaryFunction = MySummary) -## Model training -fit1 <- train(complete~.,data=training, - method="rpart", - preProc=c("center",'scale'), - trControl =ctrl, - metric="Accuracy" - ) -fit1$bestTune ## the best tunning in this case is when cp = 0.01005 -fit1 ## It is good model fit, the overall accuracy is about 0.89, also a good specificity and an acceptable specificity -sens=0.6553508 -spec=0.9951672 -2*(sens*spec)/(sens+spec) ## when cp=0.01005, F1 score - -``` - -Describe important model attribues of your tree. Do you believe it is a successful model of student performance, why/why not? - It is good model fit, the overall accuracy is about 0.89, also a good specificity and an acceptable specificity -Can you use the sensitivity and specificity metrics to calculate the F1 metric? -2*(sens*spec)/(sens+spec) ## when cp=0.01005, F1 score - -Now predict results from the test data and describe important attributes of this test. Do you believe it is a successful model of student performance, why/why not? -It is a good model, since the accuracy is about 0.91 -```{r} -## predict for the test dataset -cartClasses <- predict(fit1,newdata = testing) ## prediction result -confusionMatrix(data = cartClasses, as.factor(testing$complete)) #confusion Matrix - - -``` - -## Conditional Inference Trees - -Train a Conditional Inference Tree using the `party` package on the same training data and examine your results. -```{r} -## Conditional Inference Trees -conFit<-train(complete~.,data=training, - method="cforest", - preProc=c("center",'scale'), - trControl =ctrl, - metric="Accuracy" -) -conFit -fit1$finalModel -``` -Describe important model attribues of your tree. Do you believe it is a successful model of student performance, why/why not? -the most important variable is years to decide whether a student will drop out. -What does the plot represent? What information does this plot tell us? - -Now test your new Conditional Inference model by predicting the test data and generating model fit statistics. -```{r} -## predict for the test dataset -cartClasses <- predict(conFit,newdata = testing) ## prediction result -confusionMatrix(data = cartClasses, as.factor(testing$complete)) # the accuracy is about 0.90 -``` - -There is an updated version of the C4.5 model called C5.0, it is implemented in the C50 package. What improvements have been made to the newer version? - -Install the C50 package, train and then test the C5.0 model on the same data. - -```{r} -## Conditional Inference Trees -c50Fit<-train(complete~.,data=training, - method="C5.0Cost", - preProc=c("center",'scale'), - trControl =ctrl, - metric="Accuracy" -) -c50Fit -``` - -## Compare the models - -caret allows us to compare all three models at once. - -```{r} -## summary of the model -resamps <- resamples(list(cart = fit1, condinf = conFit, cfiveo = c50Fit)) -summary(resamps) - -conFit$finalModel -c50Fit$finalModel -## after checking the three final models, the most important variable is years to decide whether a student will drop out. - -``` - -What does the model summary tell us? Which model do you believe is the best? -It is really hard to say which one is the best model.When comparing the three models, the overall accuracies are pretty close about 0.90, the senstivity for these three models are not very high which are about 0.65,the specificity for these three models are very high which are about 0.99 -Which variables (features) within your chosen model are important, do these features provide insights that may be useful in solving the problem of students dropping out of courses? -years and course_id. Yes, these two features are most important in seperating the dataset \ No newline at end of file From 561495811a77b99c179e3522f1481a193950aab5 Mon Sep 17 00:00:00 2001 From: shenyiren0316 <78028458+shenyiren0316@users.noreply.github.com> Date: Tue, 16 Feb 2021 21:23:09 +0800 Subject: [PATCH 8/8] Karl Yiren Shen --- predictionKarl.Rmd | 179 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 179 insertions(+) create mode 100644 predictionKarl.Rmd diff --git a/predictionKarl.Rmd b/predictionKarl.Rmd new file mode 100644 index 0000000..86d0c64 --- /dev/null +++ b/predictionKarl.Rmd @@ -0,0 +1,179 @@ +--- +title: "HUDK4051: Prediction - Comparing Trees" +author: "Charles Lang" +date: "1/9/2018" +output: html_document +--- + +In this assignment you will modelling student data using three flavors of tree algorithm: CART, C4.5 and C5.0. We will be using these algorithms to attempt to predict which students drop out of courses. Many universities have a problem with students over-enrolling in courses at the beginning of semester and then dropping most of them as the make decisions about which classes to attend. This makes it difficult to plan for the semester and allocate resources. However, schools don't want to restrict the choice of their students. One solution is to create predictions of which students are likley to drop out of which courses and use these predictions to inform semester planning. + +In this assignment we will be using the tree algorithms to build models of which students are likely to drop out of which classes. + +## Software + +In order to generate our models we will need several packages. The first package you should install is [caret](https://cran.r-project.org/web/packages/caret/index.html). + +There are many prediction packages available and they all have slightly different syntax. caret is a package that brings all the different algorithms under one hood using the same syntax. + +We will also be accessing an algorithm from the [Weka suite](https://www.cs.waikato.ac.nz/~ml/weka/). Weka is a collection of machine learning algorithms that have been implemented in Java and made freely available by the University of Waikato in New Zealand. To access these algorithms you will need to first install both the [Java Runtime Environment (JRE) and Java Development Kit](http://www.oracle.com/technetwork/java/javase/downloads/jre9-downloads-3848532.html) on your machine. You can then then install the [RWeka](https://cran.r-project.org/web/packages/RWeka/index.html) package within R. + +**Weka requires Java and Java causes problems. If you cannot install Java and make Weka work, please follow the alternative instructions at line 121** +(Issue 1: failure to install RWeka/RWekajars, paste "sudo R CMD javareconf" into terminal and try to install again) + +The last package you will need is [C50](https://cran.r-project.org/web/packages/C50/index.html). + +## Data + +The data comes from a university registrar's office. The code book for the variables are available in the file code-book.txt. Examine the variables and their definitions. + +Upload the drop-out.csv data into R as a data frame. + +```{r} +library(plyr) +library(C50) +library(party) +library(caret) +library(RWeka) +library(MLmetrics) +## Data Import +student <- read.csv('/Users/prediction-master/drop-out.csv') +summary(student) ## No missing values + +``` + +The next step is to separate your data set into a training set and a test set. Randomly select 25% of the students to be the test data set and leave the remaining 75% for your training data set. (Hint: each row represents an answer, not a single student.) + +```{r} +## Data partition +trainData <- createDataPartition( + y=student$complete, p = 0.75, list=FALSE +) +training <- student[trainData,] +testing <- student[-trainData,] +training<-training[,-1] +testing<-testing[,-1] + +``` + +For this assignment you will be predicting the student level variable "complete". +(Hint: make sure you understand the increments of each of your chosen variables, this will impact your tree construction) + +Visualize the relationships between your chosen variables as a scatterplot matrix. Save your image as a .pdf named scatterplot_matrix.pdf. Based on this visualization do you see any patterns of interest? Why or why not? + +```{r} +## Scatter plot +student_noid <- student[,-1] +pairs(~.,data=student_noid) +#pdf(file = "/Users/My_Plot.pdf") +## Since the response variable is non-numeric, the scatter cann't provide +## meaning full information in variable selection +``` + +## CART Trees + +You will use the [rpart package](https://cran.r-project.org/web/packages/rpart/rpart.pdf) to generate CART tree models. + +Construct a classification tree that predicts complete using the caret package. + +```{r} +library(caret) +MySummary <- function(data, lev = NULL, model = NULL){ + df <- defaultSummary(data, lev, model) + tc <- twoClassSummary(data, lev, model) + pr <- prSummary(data, lev, model) + out <- c(df,tc,pr) + out} + +## K fold validation +ctrl <- trainControl(method = 'repeatedcv',repeats = 3, + classProbs = TRUE, + summaryFunction = MySummary) +## Model training +fit1 <- train(complete~.,data=training, + method="rpart", + preProc=c("center",'scale'), + trControl =ctrl, + metric="Accuracy" + ) +fit1$bestTune ## the best tunning in this case is when cp = 0.01005 +fit1 ## It is good model fit, the overall accuracy is about 0.89, also a good specificity and an acceptable specificity +sens=0.6553508 +spec=0.9951672 +2*(sens*spec)/(sens+spec) ## when cp=0.01005, F1 score + +``` + +Describe important model attribues of your tree. Do you believe it is a successful model of student performance, why/why not? + It is good model fit, the overall accuracy is about 0.89, also a good specificity and an acceptable specificity +Can you use the sensitivity and specificity metrics to calculate the F1 metric? +2*(sens*spec)/(sens+spec) ## when cp=0.01005, F1 score + +Now predict results from the test data and describe important attributes of this test. Do you believe it is a successful model of student performance, why/why not? +It is a good model, since the accuracy is about 0.91 +```{r} +## predict for the test dataset +cartClasses <- predict(fit1,newdata = testing) ## prediction result +confusionMatrix(data = cartClasses, as.factor(testing$complete)) #confusion Matrix + + +``` + +## Conditional Inference Trees + +Train a Conditional Inference Tree using the `party` package on the same training data and examine your results. +```{r} +## Conditional Inference Trees +conFit<-train(complete~.,data=training, + method="cforest", + preProc=c("center",'scale'), + trControl =ctrl, + metric="Accuracy" +) +conFit +fit1$finalModel +``` +Describe important model attribues of your tree. Do you believe it is a successful model of student performance, why/why not? +the most important variable is years to decide whether a student will drop out. +What does the plot represent? What information does this plot tell us? + +Now test your new Conditional Inference model by predicting the test data and generating model fit statistics. +```{r} +## predict for the test dataset +cartClasses <- predict(conFit,newdata = testing) ## prediction result +confusionMatrix(data = cartClasses, as.factor(testing$complete)) # the accuracy is about 0.90 +``` + +There is an updated version of the C4.5 model called C5.0, it is implemented in the C50 package. What improvements have been made to the newer version? + +Install the C50 package, train and then test the C5.0 model on the same data. + +```{r} +## Conditional Inference Trees +c50Fit<-train(complete~.,data=training, + method="C5.0Cost", + preProc=c("center",'scale'), + trControl =ctrl, + metric="Accuracy" +) +c50Fit +``` + +## Compare the models + +caret allows us to compare all three models at once. + +```{r} +## summary of the model +resamps <- resamples(list(cart = fit1, condinf = conFit, cfiveo = c50Fit)) +summary(resamps) + +conFit$finalModel +c50Fit$finalModel +## after checking the three final models, the most important variable is years to decide whether a student will drop out. + +``` + +What does the model summary tell us? Which model do you believe is the best? +It is really hard to say which one is the best model.When comparing the three models, the overall accuracies are pretty close about 0.90, the senstivity for these three models are not very high which are about 0.65,the specificity for these three models are very high which are about 0.99 +Which variables (features) within your chosen model are important, do these features provide insights that may be useful in solving the problem of students dropping out of courses? +years and course_id. Yes, these two features are most important in seperating the dataset \ No newline at end of file

-kr8{#x1)b*6@Pm$wclXAO4$I?p64U5~09uft=iskxu$7Ho56PbE1oy^UBt zAKN;ax3a1^(x`GHG%x-O5PlPBnVI5b$y|W?<(vk^a34%D@s|cN93mna(lZ`jO(y>K>JCVTeXD>^`RDzHk zZQv3duBn6&ESBrIf^e9~sG929WZ`9i5(; z=~`{Piax42f0)5M?eLo6{ogLJsN11E(r<$c-*l`fW7~SACaoK$x4Dk-!rt5qvOTeS zKf{#;9f|3;G3A#zPS>OLrhl0!O=MZ^_vyP|OfiqJ(krVQ5ejaw1yi;UnS`v5S)^sv zG*%phOTl#F7;#)_k=Y`HCi*&y@|gIdBkB0%k5`##`^9s{GvELch{9A07`Yr`SFoskpJ$ zfF91gyT_eTJ#fUbZ#N|!fxMQ$(E)POtExdL-lXKS90rSSTr8^p7LU2l;(JeT!PzZS z=!5<8{mx3fZ6ssUigmoIg(-VlNlliH$QsePCf)U9>GC35x|rMZp|IxIUdS8=d{dI< z;W}FcwO;+VjeSzF-#ult+Ax!2ec}!4w`tx`4Odd5aq?S3=L$r2ESW|ctE}&T1a7QEf zom#OmO2VK|vvcbRHsIpx(7wW+SD2i&@b?|A@uCD0jy8=dc`Zl#bIv)oz->5hB@H|4 zGqX(E<`T=>)O+%-+yX#5y_YVE=Xf8|6atJscmy21L6k-EAE|YFEBd7^{3lPDM^(7H z-eJlav%4XZosr)M{nossQawjJMdo4DDX>r|DI-JK;=|>o5NU=@@)g(S7?`pXpi{|V zUg$ftg6e-4wYfg|a2IiDf5)o6`z3FO!3)LkvW#SPN$dA`v}*HG8H$EI5{28_sjOLB z5Q&e6s){(}=&8M!obJQxp5JbB2Hm4{#G3RZT(Cg|Hm=*o>MudfQj@xg@n+zkarQ$~Fi&ALOF9`bapa+hKc!pWGdf^X_EG9IWl@ z?mS7ts4L9%Bfr+1P$d~TzK@Vn2)@>%!urho%}PTY!%_PFOKo6f`?aj-ncZ4&zxmnL z$t+@XeO!ig4Zkk$OJ)Zj&nodaFfh&G`Yyux_YA1#pBO}7RbaxFV;g)goSwm zzv;IY-gMl~jES^TSl!TQeDv{42kRH}qbgh&okvFs^E3ODo@5xWspb=#&-1^R;)mB7 z4lbanQPX4saML>j5Z=kF8yyo3%x`%gixs5jEi=iRx)|*uAwqtMyzc`0{(}=Y=nJ1kj@O=N$ zZ_cP>clN8-)zcQslb=V5mc704j8iv+!2s0JhTts$&r$v)LeBhZv%_zzu<3|_&H>+) z@vzys#_s*|2b%u-xd(UU?AEW!LctI7{w%Qpe<&w72Y$5*QKFC;sk|7#ns!yfwLyJ+ zzzfypD~48qB!JjTh+pjg$v*w{)Xjp5DHb6Bi*%CfUCe{>!f%`*^!IH(v!^ZLkm$J} zZ{qrn8xH@wMcN_SRgHQ66Y#{&yg3v${NTlX{+Bcg#SO|JN&jzvni(+SpFe&uO^d&%$F2Sj z6f&eE_{5kB(aFSiag?^ifE)aoX!1K8weBlTvXH{RM)|*!DlaCzVRsxr<0ogN?x4){ zxXsz!dD?225-^amu??(ahbiE&R!C$YY%{=s^QdWF&4dC~Pw(NTD{0&z{rPgx&AEFy z(8_^LwRs-gK7d?t`H{=IxvCiC{(IS;_^{OmFuAgkW^y{9OQ~6j>ECF{{~p1p_%qT+ z0BzG-0Lnvu+ZIGZ9#ehP0qCYBM$!^M&Ka!fJng-(OM4FWAw`H8S@A@q}?~(=0{$H-naQzmlLc8AMVP~pyx3H6LzP@XKr1qtkPET91eZ&Yf-J<)L z>KiEYbva~9pC-QgZ_*IO9f3R6%^NJ6k8&B&dYvQ~D1%q;xPSpD*T)2u>k)!ytG2pl z{u452_-4hb_sy=1FTo=*h~*0qs_!}eit^vi`;Yv}gfvS0*E#%0As(`R`F|erSg8B& zeE;V!x40fWkTY8^P{@B1=)c(H57aI`*1M`7VD$g#V2s!9bmC~4|I?9XG9mxZD?ZBn zf02QIe$H$BKPgUGBQNaWe=cJNG?|}x?EX`P`^Y_m!C|t02ckEy|9GVWwk$Agx>+pq zPp!#++|xYqzo(QZN{7K^9_}@-&$E`m5^Vo5URHFjyU(ug*3_B*FFz_25+D2@_cw?- zb@u|w^Uss#pwgO8urvQVbklf`Y~{Z{{_|Y?|4c!?(i-ZW$WAt)m0AWy7_kh&4g3WA zK)8*7m>cQk?TAoDB8ND+Bj%dgaUV`<1{!j-SYkJWMq>F(mc=(I(lK zuX6R#w;YRisyF8@0}>|V;HM>H9{R}LSw4Q$-*0I_A|Ocry4hJq@R;BoXs}0$o2R#S28D=3$PVQB7vie_VviC1c8ECnmy!^n6E7eJdSe#|KEoOdY}7mQ5ffg39QAFo#;DA2jLC~5s0{dmuQ z+F5*wZ&!YvB(1twC8@rM6tRX(1L>8!EfqXqKQb4~D$tecVzq%fl?OrJhBWp9S+D&u z-z@Ir)x{px>Cjts2K^{DzHpbuQu03|bDqe9mxwN0(E8BCidtj0U8}|m?+v=}ntGE8 zOP?~eO_7H%(+)N{+u_-%JXsfM2MQrm3J0jp}uj#hT40J`=Q2*v-y+8xn)Ua7QzO5c2i^H41~}b2)b{ z@9-Z6l6E|t4D|ej+!HMW<={NvBcKT^h~vBlKum{~VCc&V%gehFm%KxWtcThK>1)2k zEf~NHo^ctEwcynD9pw$-B3sTCLb#jm6uB(F^y@hO9_M_AlMnSfyLN#A9u^9Yq^hs2 zsy%y#@7QcSPk3(4JuQtc)haBO3q>6{mc9Evr1S2+vc_35IRQzS-V4Y?I7v1C)M^7; zuLi*Sn1LYxqidsYED?XjSA4A6R1VrpHqaG}iroV~X~!H!{QFvOXhoU8KNkenWnW^-C^^d6y~hh3 z%`tk0Qdw_&h&~+``D?U9?i7-@7_{+86PuYO4^wL?FL-O*{-xbb)KqcjbfHLhDy#8f zXf^3utZq%YgwU>&cHF9Cd$l&HeSBa9gkCdzi0Sc`-B3wh#Q-xSL0&Jf|)|DGxOWUdlM(1?Tp*SP1G0s-p0bgt|?cc0XG> z%;Kc%8Gi_7AfUqE31rC)t8~eQOA$y1Tv79GeDSsRJ0a9XuBn(H3>xs=(qN@pn+uDI z*C9{Gj6IhEoR2lZCWy0~8~FT8T8{|Bg&vY!vi1(Rp1IV4124h-B=H9s*c+_19y1jW zlA~GLsI4V4_C9NZ9UjzwF67*+L0dO)LMR~-2naaa?vz8g@~*)m-sXfKm6wdF?l$OQ ztuWzyXIu*MWGs^@w``4yW!EC;@W(DhY{$NmRMKfo=COO6A4N%L+*|-Di?DqJPzLe5 z?P@i|8ODfi+8fMx3LYaxsRA|;3Af)Xv$o`pdF>cJ_P`(-7p(Icwu4>TK~{uN{~BFU zMDKCr9#Kh7=v1CG^XV}h0>tw2e_*&CHV7(R4Qn;!y*!}oOqV)u=fFr5Ksvb zMb3C3dza02^PR0%u&Z5Ej1zZR*QY1%*DtM(gRu>+UT}4Lt&dkZhHPb}c~!tfEPHJR zdIlP0@S9fd&SPIF6Y%0tlqb0rgHn zWS*YB%~3C<=Py*Qe~mYaYAAL7*dz)ycJcD=e#^YR7k41AB6@+Z)3t@33wk&YTYCYV zy$lOf^O(5lmzaoWfM*J#bBi6k^Y*(uul_UzM!CQ38ptGy2th|}wD+Y5bXluI=^2Zt zGW2ypy=s${@8!-;uoDMtRLBry$?^6hxxHs3h2z zohzz=@ETOks2ExEB;dKXw+81JI_gF`%lI}T)?%wotay`5c z+k)9=ggr~ruAbN%6Yvlk1H6Jc+|_n+n};4Pel?x1G(uyevejmCTrP$TPvm%X*4zC(J#kyf-CS3)AV zlMv$`!VIvZDxD$JHao1jNV45X(FsX6`JH2_XJv*i@{peG#j&v86dM@03RD7KvAEsS zRK9q@*bpniLu>bJ{3$47|cVQe9 zJhlA~YC)6=3Mt7Ki#OfFFR@wEj$fBQFZff;TIXei)ige5c7BS1%-$znY<-RLp15IZ>nzM##@na&LGdh)#^J1#NfOYq%qB0Z*K zB4@!tC0TY;)rzC=Ply}wz$l$#yIH#UH?M7#@iKbNH&j7bNtiK(PsTUBLOBVe`dPq+^*FW)vPaT~bgP{&8F?EQe|I*;Up4}FHX=R4uzO_j`Qe(~3BB8~+uEDf3? zRo}T@F6gVN&N;;0oz}|^7c0JzDU=gUtGcICMU4yNd3vCM;_)`0 zAt^=z7RCd~17AW7AStU=&5kQR>u5@wOrG}>oAhG|12YT>Q>xH;oWVPz0JUTnLM@2m z%HWr)vi(oX$~>Di^2u3ON9&q0ZrojFfuN>S8ZpiRzS{x9U&1UK46`^9ziZ z`9bcdc^UWRIk64#O4L))-xzC0~khOHBS!`F&*;R0tNJp&qI)8SNP7 za|iB?QdCy*{vtWhZx#lTo$QZsJ-7DL zbWDtpJLENy4h^{(^`)g8`4Qe*s(_`}g5QcA@Lu>Mh$>j(>a407t@V3nhvXZzIW&P2 zwJ!-R=D=eCt%5IK9MXAJC8!3*U(fgaYOcFR75tY4;J#R6;dr0a-%#-Q#*1=EX_5H1 zVDnJA`J`_@WIg5hbG9YR1z+CUsCf1SsL|WmVOD9PfMXRwGSXzX12+Pjk#@+y3agLC zF9^D{(wj;-r`;P|;rZ*PW=qYqFP&vAC((|bkhB1TPfl2U3G+)@MzQH%KyGE0rnq1{ z#3*jhQq{7odn&EJ;Q`t&)@pDwzU<4Y^`6gV$+Av^taf~|i9e5Hn!zCppl8MA~}STwy*^nUMLf zJtS#|MTkeyyEa_oay@GZF$gaiBCxv)#?=Hr7}a^ks^-wrD*qT zj#A=-_lR9yOw@A&3}3xx4`=Mp1uw&H<8pLc4Bj7&+>zcGTdliO39kWyecA~~PP=^N z@mn)!Th-~K)P)tK(1O3@?Q$3spHMYRoW3g>v ztT!UB8yTW~D!L9oT^$Wq^e!WD&VOxAmL|>{u6M&pb<=~707tKpof+x#hsBG{t~^i^ zQDiFv5b!HlZcsH`-$+jWGb>t7+!ud;zQ(-D?#)j>;FBx4300&7t-#)^I*MKT!R-VG zetwK6L;;cQnqRM%3wRXUp_t%B1^bn0Q(>xSBA%?;M{l1FsGA2aG+P+-(6zkTTsx!j z$%kKezX{yjh7#zUvo89x7ilV zlA!A*zAMRm3UMsywq`KyROMBKz%%a~H3(e1yvTxh@-i%Ri85e6Mh zka|z`$cnB-9Au*!;P3s0tI|r%@kZK!@~LK)2)8w^1J^Y-NXsSdW06y#>!$CX+n1SN z-9|bqfqOSxAgtvwAm6F8dk6~@s6JlLrI@C{2F>SzDe@~gu^i(o|x-WMv7@(UtkNU5;pX==$$Yg3Ok9B0Gw!1dYH@G zFHYyhM(GB;jrCrC`UJ3urY$VpLYD^xgkn4dnTIbi7gb19s4yzZraeD{9`lBmOSf&=z z{bWa`Cv``&ywLolU;Agi+xpK6Iq8lylHR^+eA3agW@~= zWhOIDr=g;P#78I)SG-Oko9qV;@7@lR4vg_JLYKqXVmT&Yla%W$yBlK}gkrYdgMneD zv`TWvk?w=RiTG8QpQ!fuK9*9HehQ=GW+&*-zm>aT+?Z0tksu~i^reJls7{&I}BfLzdOzSL*I5{(oE8=XY|-U z71eQ@CH%8C2o!A$E~x7lHun4->!WcR#qoAo_%Pmep#G|-#zN(pqairF&>&$wePawO z36*MUoE%XiJ<$AdZa!j>e5&I{#P#x_Iw zEG2K2te%-|Y0KA%Yd=O9C>QRS73~@aQ7(uz|21WBrMI6%t2`hKW?9f!r6eL%cNYT)ym{*x*2v z$DTwwC`~5+qMDz};&74%56*pLl2(?QHTUW!eaRO^@v>H~dv+XyvA=%qlPbI(GwnPU zSWD7|(BBjl_D5p7GHiDD^Kx9~&{J08LG9!(A=j!6F@nJf^jSU2bSXa^PrhyAvX9opu`V+an{MTPc)AKY zzWkW6`Qe}k0gBUY$2tM6Ck9RadxwgaYPr>Jz%`0Vj?x zU&hD;+hZJ5D47e3=vTdEaH_mp*S*c+y(PWeieR0^H{)VCJ85Ez8gvAC1#imry(1mq zvJb>J-LtP-y$Iqo`?v2h|{2izY-cN5ooEf<= zRF&bjUA<1x7w{dJ9>KgKL;*D#i*{r*4BL~)!-_W$d5qJ5&%s!q=fSQrPjmwq399YH z-&=IQUm~Q76Uo}z{1d6+a)m{U3Ykown?lK0PRa%L^dGcD*4SJr*h;P?6iV))r_y0Z=VP6A zzi)Tr-o%kiY#Sq;H`8XYW`AHai(+5L$b9=_Nah;FN+%gtREosOMiMQSurgf{_-R-! z+2B1!xTAIm9Z0X&PC6od0RA_s4(l5{4{FWpU2@B9K4sI$>oVMK>0`{1Ai#F0YD#yZ zvwra=Nb{jf|9kU-@pX>m!=mR14w%JzM*Vi*+}+)-uQAi)Jy4|RFe}0fVh)g2i!{GX zZKRs;7U>Re^$```kviNq&Iz#GynW{u^SQ+zIiWyMI0fPy2l5*Mpa0d%uQ3B?D3`U>${o;GtWn3j?j;rY15HgSvRdzZv@Sa6GyrU>u7z)CZs+_ zhAAU1v9Q55b|Rk#E$6uI^dn`^FcmzM>1h`ZxABn)w>&Kud)mDD@u%T<8Di?_1ltD_ zM{+TBH@9gScuVKkQB%j%#XF$}5c%x|Ym`B>SUi$qjb7swa>YM+Ui;GJ=gqvIcCu<* zY%^7AY*fQQB4hYa1$J1g{gfQC`{_|wTX@@`0mf+>)Nxq4X`A_6`*Stq;!b%<`Eb&z zR_3J>UH{^Y;T@N`D&yy0a92S|w3LJQrogwtXMoxPaod6Ol0V8ny^IOm^MLj_9uB=X z*V_bVgsRXd8^pv#8)sGDm8uP|evIe)5xZBn#MG@t#F%#~@^K01kT4?ZTP}{#<_b9H z!8tJyk~WJ98k7v14LC1$pma5#W(5s951jZCzi6tkCvm! z4YOIgICj^E{g;`-clWyX`aghCyX}4$r<993&5@%>99z5CKS>e_r<8caCj?zR1`k59 zMxdMeP14-*!rFHJv~!*os;1Fp|bqZF#~2=G`V@#U@Gf5yAMkKCrhA z>U5evE1=#rps=&2rG$@m0@>kFD86#)A?S!Z*@V?bJ5PS>f7BrU0}SojJbfiv=uq?0 z#gEPpnHOMBalEJO(yE7(gBaD9KG>Y8fx+bG2&eT+(@FWohaV^z(LL|*s$AwNa)=DZ zJJumX*tgBl$xAA_FLfnsv@U!Fb48!S#8h*2yR4AdvcMRBn%X!*=+8qA0|fYfrCZ6h z;+L!ax$@mk&v?z@v$|hFXcTcxJixvYvUCyOmp6o&5pg0F6Xw%6-l>H&l*cV$X~N@+ zdj~x)z$#AeP=vpTNd%9dBl|vw;j|Gc$FX$7CmM;>n%`^U@@tSd^swH$c0;=D)iMF$ z^RJrZ_IW9Q(Ip#VC6$jrxiq$pDwSIc=BK~3wEC&vbT`5mYE;)^(civ0?;xuVw80s= zJkW6od9M;3-x3juwLNsn4H+jCKCBD0tnJ>sM{P9H0ObdmU%#;cSQu$VLsIg$W9|BW z)G&0?F|1}h*l3Z;1Jmn9^)ec7{;juU<=leC>)?=0@?aUAxRRoy&;-OI|#31zc{ zlTx7M+Ou_i^niJ35tlCNAPm8PJTyzfVIA-9yu`6@H)<`4;Dgk?0Ojdq?jDKImq;(i zx1Qg8Q`&XExYl8C40q~ji{rD1?ld$^#m6*CIw|-k-RoehvX-u*%y7U3*IfjHXJuMg zt8l0XyfzLtx19k}s7}|OAv)enUzbFCeqQsrqV<~>#E_5RYn`4)&O~)|_0$W8?A;$U z7ZK2MMTd$(qSrVw=d;j*?n7jf_2p^Xe$S(bQSvCS#@ez;DmeX+uA^?5@2P(da!9J1 zdrLwqQ1$c7vg6Qf;6|cq7Vr*4od0|}xv@m>m!Ib|vuP8I$dPcJxtRGD4mz7zWADBK zj2Cftq~c4Mjf8kE2N&AH+P}&bB{J@E>fK%?2)01J?*=A!gswgevMBerph)b z`QY2}yw?Xhy|(NM+rItuQN8e68nZW5D5^PgsHaLI(Dewzde1v!=rwAw zt+RY}{h6N5mUVNTJ7xaogLhFDMJ>PJY|x&E4RH+C9d-d-7rwq!TDgi{zB8plj*H$Z)hq?`F zf?TA{BD7vz%+FGhiF^#SFqKq!@1o58hdWEuU|Avg<`Qb$Hy4ZKOL5FzM?|L#l-Sh0 zd#DnXXFuU|taOPlGoPNMCpz@L${m`sR)Io~@=s_id5l3%G}5l5xo&KTJM2WCqKEcx zwyS>@ZFXecc;NUL`-7wyW;?cB_=j6kF)sXzV?{ivUrGI|bE4v?o6!zi4N7C3Oc+I1x@a4@FWd=qt>(Jg|Cig)6o5`LAe?FpKWwRs z#-s*bs@`rh4BWYF>Cj%{vHJsf1nw*NWOJxbUY2*io6*$e=R=haxcR2jB%KbJrC92J zFjUNuG?Zwgm0>fY@mbY`-7ikdxeq)5!IAFKYn5Q;Ms8TMUs-w z&v{0Vkr)wiX}Y5i5PcDs*nqoFA@e>EyEV&Q&7S9&Cev#r*rbX3Fe28wlphU~IAlXf z?7j4+B;A{_E-GTb*MKO_0aIt}Dx#w$Hn~0RvZ*xRC`*eUJ0#`v)0jyeYbf$nJrkq0 zTlY`5KITF~t*U2iv_66C8G;*sXR|KtmK)RqM@jjZ1-uKUmGq=jE{f1lSl1r3BUvT{>qi&;bNnr zg3(2co?f4t7Znu^)xXztO>}0abry&uy^XgrObD0{cpol-TS8jHLyCZZ918bAXJ%Zk zdOz>tOe)`%ZQs$SFldz?q=k3RVbZH*RV)07pGi5lAg%JJFs|%$d)66(ENiiA>>1$m zub%)Y;q^defoucv5aw#G^=Azk7O?0XqQma@iS4bzMdVhL15G$-;UZ%*5KX&}x{er} zkocg(q|P87TW{Y0Kw2Ds`i)~0`ExAo9RyuNVGgpE5`Fd)`l&%CS?I_mQs#DA%SwFf|UYa=Wq-gVY`+>MW$L5uQNplk3L0vP)wI=GSX*UHD5av$wLb7|sb(#3o^#SR znQbCqfu-ki)&pI5SccxStuM9R|5_XLm{kt!z?xuh^jD7WqkneXh`pSdYZjC3E$aG)`1tN@iB$f3gY37&Nv-{VShk-G4yS3L(7;qg z&`vv?;xQi=E)7O_JwXnIrfqpNuS{9-{GgHZzUdB?lm{%t@4hj)OeJzogO`7eeIwt0 z@92Dq@>TmSL-*F3kf>0c-WS*fO4gL=cjO?R!eQZxXY90??KC~-zqrEtV%(UEtfy5l z#*9wF-mWq_Kh}-lI`;{QEXxC;8=J;R+o zT%I_|PE`9HK*}5MTRA7&fGL|M@ppp?bs!C6=68qu(aHMP0n4KN6atRw17qVke1aWf zM3<)KUNS_(SaB(550NH)@DS^v+!fIRIYAz$+d8ivCv{4}M`!S3(F5LxTTz3>o*G`G zR=sc1hB@V?y4kG$58EzF`&2|N94-{_Bu*$Jn1pS8&~Mj5xh$)&=1$)Z<_%`#?t=GHUloLzHQkYKfaf=$<` z>3e@#k#J5sG)DqEqC64oP5~R4jqtuj66sa#sQ9ycK~((AQ0Y)5KZKobu{EEKg92+mw*bwv+V0b{E!32*UwGSx%n$Sp zPla226oPMuVZ72|*Rssb;RFgLSk(6R-ma5l{8!eKopg%CZkoM?{i|c0MhssYnn@(3 zb#V8;@!sn^Zr@}*pTlepdUZqpC%OLhu!wkpvFr0j&Nh6^sy;)*B*9ME)diI+XH$Sq zk_v&zbU7g%KKDlamx%2e1Gj`Wcfkt#)9!Y>iYB7&EMo=HmKX081$m?Z5h=L_ zR|;i}50)Q82kyMWu!?z`^Aeu8X;DE*m79Gn4nx(=WhZ7LM~7c%iq~-p4cyrOSawN0 z?lC6NEB9OubsikTLFiR9!`t{&E9Nnt&xQ=IpYEJ}FmRkF3Og()m_=F>0J+(n0DIE?GxU(I`POM$%3bz=zWpiukZScBk}hc_5P zT=EyQQzHeQ>&(mV20=MJSA>1ePQo=}cp4XxvOl)JLR$RoF~G(T-6TLyceq(Z3m0^A zp_5@OE;tqETV`y4MbrRU4yYAw=u*b!!Z}Y<^ zDeJYL7OMs1v2{*Na?LG+DBIHL6RRO0eV(9r;eXQ7j^S;PvCNH=+V3Zu7CLEGzag@N ze-bM6JKpEFViNy+_v4B#Ze~iqD?Es0JvZzv>Gj!Dk|#gQWS^!69E8mzS(%rdFh333 zSymf3{t_`?+*F7?@5w>hJ|Lo`EiYd>PFb6+pAc6S7;A&yz0Ml$U5VdQ&%6s?4Q!tY z)NQ2A1%_`-tx@A=p%^A&n6BS2ObQ+C@TpFHwh-DUE&Q`og*(<91wFx(uV*uO+hMOkKf&lgl6gZM&a{B=l6I-c9)xJuAMq9mh);&=QmP$TA&Mm_; zM>h<~omycpjOc@QHe4{}u!IzzJS*e(39|NieWGSR%rKTpjycnhx6RsLXjoBzcXhe2 zX0JCifgPHFG9GCu#_OG|%Lo}vL;qE}>=2o}T9_f@h|#2#EE`Ly#B<8+XE$IY+23C4 zI24sZxSai0T>}O;QIrmHS6Ea{0J%%t&NlKcT2p&?DpZHMxaRmzP08 z3}X(`5BIGD+Qh?s3yvAkERKMInQNQm36I4yq$^YCjgRSuk}(_mo8C#4Qs>JyPCUC~ z?P@bF!}jmUVT6KwHmtKKw=2DgO?Uol9z#r+&W7nn4y)p1Y(YijaACTLfTkx#Oy|EW zz+hJCGcl$or(>@}E86p@I=_ixTX{LkUI1GUCv63+1!db+HM`x=X=%Ei@la&-2n2r> z5cTUJyT9!STaXGC@5f?$dKe#(7)#GI_vJ>1WO-D;*|~}%yrkPslX3UOe*}W5I$!}V za;8{g#|d&@D_tPlk;u9`=vfhlf4-UFqRkQ2DGdj^`!_Chc2ypf#OgH%M5W>iQ|oh0uH!(DEm8f_sX$Du$QJ zUQ&Z;pa`Gk%3c1g3n{~#rJKRm=t2W_dzefQrUS6%)mzu(;_G2C+Jtb&*VYS@n5^*L zjr|qvZZWC5UrO_19RvePFFKt_42bdD!)d8IjD2-IQfm$r+eVn`?a#$m?eq7Jviz8z z_z@5HL;l7lqG(h+ypbFe$osj%EzVFYo&=myXFM93-+A|!JrJ4e4^ec8526sf!i_`d zu`Q7tgR$7#5y&mndUT?L)+*s+v_EEIx%wwL!ApPK;=YzQ%3maHMR-2oMrLbq@_o1; zfJ+c-8fJ&PN&Ma#ww@dKC&(QCh^Uo>;YOb<%gQc>y}!a4eVI{wlLJ{7OjT{eQ1W6h z)*Y4ZHCafm(LGql(@~L&yAoW8qYkT=e>=Nf+oWz@Xy+!H0sAu7^wG4Gvoiu{#-UmE zQ`6^^LLRi)v%vZN=m^?ugGO`-&CmUg*fDPV-WIG7F1Fqcg9A`#n4A%d@GJqe#>pk# zLXMT77e76+y{bL@--(xeYteq+#NGRY%>G`;`&%RTN6FT9V!4v%-%9-gKG`14wVd1p zwn>P~TDGT2Yhd8Tudk3Qad=n@nct@-=vP(%Z^5l`U&26^M1E3a(mdo$i~~4p#=>R4 zCq|+t##gc^zR@3;@9C)&t&}n2bV@aeOL?4ZMr#5MnW1+f+ocWVK5|I`a z^(EzDs1v97ilUo7-~~eLdpFEgLsrX9i|@|bms{{kxH`1Oh0(RHLH5}}&ph2WMgLjA zy*Yu&Cx-~%!K!pM{lgF02j)WgP@0n?T!bC5b;$?o?8ehhhdXB$N;#(2{V9Pv^mKI}e z85mfM##ElG)HF8CEyy$|b$50X75BRiyc{!Mku}-@3nIm>n&E{ug&| z85P&EwF~1A2!SNH21r7H03o=0*n!|~O@QD|)3^n9k`N?laHr93+$Fec1C2NCG~QhH zIXnBj=aun&_m2DPGWy4=wThA{RkNO|IZGST{Dx=*_}a{%!`)~On5_f!+(;Oavv_E< zMpO)cWZEAdm4CXZffI4^^h*XTvHs(PgxvG*Cv*IJX;v5J3vSB8fP3R$#V_4ZUpo^Z zYT9_aD0jicQfC0F<$rUI?|V^BEd5T&rwDnZG9l8q9bepHx`>;B57Xk%f9B2-n{mVO zwkiWb|3mb#NFM3DzMJHZa0AzAhx5kWi?BO}S~*Z`Du|*!#|2>KbB*U={jIMMo!nE7 zw!G)NYu$zRj)?b|;Q(issOwYbherx}q6RIdIt-FC3q^Q)G!a*2a-oEJnyT4F46Fh>xk<@oZQAF>B3CCAD0f=2HmTLw zciE}Y{zMvQbjah~O8S$@4S^~#b%ozWpBPks8xGf-s#Bl3&|aG_UP~?<&;#4vzC~n4 zt;X*ZW7x!uL|a8RC(U8}ie8A&^!k=zhp3+lRzQ0fZI8`WK{CkoCrSkjyE*VU#Xlv- zTIiebnLGSaq&w>tbk ztJPB1ET&8GK6pk4?+ffrRZeybsQ@Ls(!}e5B7er;53^{?IbvG6O9n4JFrceNaFY8? zmrZ9ZK#Ghgt%V)!1ErK0KCLd?rdz7tsY}66^lR7fg>Oa+-F}LHYeZ5aU z-5q{!J~@twlvKOIICX!N=dLA_7X1z` zd8-OecLJsS($<0-`?W| zxJy3!n}~lC;LnE@?9W&qe^cZ?ehDMTdh*}jy8s}5IOon&Y)}0kv;X}Z#`<##9<_bH zZV4lQntzE?pc!gtVyy{%@n1>En{h$ucIQM*a_@f_mfyXK3pzZ1s`j5)@MlNTNuS@l z>K#p7Tszqvqh9=7*Y5}SkT3s~@&8=MQNaHz|5GJ2j+-Ny zZ~Om;&#E1&VJ&9it^Y%@6CbN(jeHo(+s64q{u9&glNay~p#!tV)N?92a+Kjh9x>+| zP?XJbY{;FgYlnCd?0bF)M@6E;!8F*YaPPmZLGuy0pE&BgWqE2Mw_cF}@bQVm^HuST zrC>7ubs2z<3ZCVE<$hM*a(c^i)Dvau=I&qp22cM-LHOgpcLV)DlD5EYzI*@BED?8M zmsWqRj^&+sQl$;WAUl>iekat_``wmGS}rT{qFJf`(%!Hl20lJWJE*a-F-Y$CzDZf# zC#otG$eW$#AvKh-FQWk=l6IKOvEm5Wg&5$!Qh6ogZPp}D5=C;nZcHNO=ys{aN7b%p zME7c8&65&B(`}>Zg*QAc$KLZ5j$At5bzeSXo1)tsH+jtzI_mY*y9jazPV@$HhmfZ`u=|UQhR;LWYYv~2aT2xj3&G<1 zws@pk(pD-q#iovlSD@I14oS`KT)EPX1-mm7QmuK4EedovEk>c$Gi8r#(Z#fwRACoL0OuD;?Q) zb!CaY=e`EbT<}D1ud(xUsLBGLk3l6jVU8?esBb!MH*8k?L3tHps30QCQ*6uZDr$G z@sEv)T2C^@UUkn*VizOOXWoJ3?Ha8~z=29ddWRmeG4R>;V*kTw5F?NrZv zHI{jcuop9^O#oSM;A1tq5znw`(c5!5o&OxoP2x)rF(2K7S0$1d<=H0>8~4O94cP~c zJG)!DHYg|Up8VT@qQS-|D&Co%ZcRE!<=)>1X%PSr>#SGw%&gNh z{z{$}^d}78<#H0^YpkX-l>=Mc7Vxs*wOg-G?#{8`b>Y4N#Wh*#dkfjuqEENP&sB;> z#0UJs&*{dblQ-j|U4}=tlolvynA1r#b1iV+Y`_K)cCA-?Ld?> z7!Z?sQTzzr(@#U=qf~HG;*4PvS)5z`u*+cG7kJ@W+7$-sP9g}_etlkaW&-Yif1on} z;!Bj7b95n<*(ysC=B8=jUN0V)+~g$Jon?EovWaiz#j0%heoaf`<^|p|AlNb`1C3eT zDemcYL(dhU#{Qe*E)6&0#UIIRK4Zq$9ON#tHd{$`hixldY>!QB%H}@lgg21?n>J*};t+*|Y)RcZ8!u2tZp@R}5;~X5 zUF03j{4_VZ_;!S+-T21`3rKX2Rqz+K@F7XyOH75SXGIO$I*op$qQKyza?&mb(ycH- z=DC^R=+&jixjo^L!+|ZDO;aR5P}FA`*(PxDQx0S^(EGUJgIDdCXWCu7H132%?@IQi_S8VpKvB*Oz~KEJWb7;AHR8MU1_kXtIMxa>)epyS%L|g>OIxOfbIDU&)*tRdL zFzUdhFywM;*LxUzmzT?<>o3w;7y{9X`XF^7Yu4TKNc#Ozq0PxSiOvi{klwi zdh$xfbxtz1g`nDzIsozrb;ws7+9)hsacv;rJ8nOh#U>>J4+0y%ebmJ%nRA7pync2H z+(a|Fe))!@F|WqR82FS=6>&6vR#SN$;c`~|Su~ZZ{LEV%U7NoA?30c5{?~uAl)|Wp z$TgwwhvS#SU(D~0zUDII4yq`tSNmiA@U1j8@T*(2yyGp15XZ0hHU%WaH$W3h*f(u$ zcPz%XdQ@b*k#r<6TBd(U1Kj)l3|ZAe*Y@^R?{WsZm9~xz3gN#3DU)mV!d&fOS-|{+^2|ba`d<9*9##xQaTTJi$~;Mg6H_acrcVGQi1?BRnUcM z0)9$WNg!yAs2|3$YvV(2@Jr~_VX>`XJGTv{rlN9>_~0WK2^2de@bSP)^%`GTrQlpQav`2ll9!#^r!+Bb?T=SME}vp6 z4xl|&Sf;k;m|5iZDZSRlIcFYdY*^+6vkZ1|o%$XmcJjA7M@8(S9I7UMBByVO=4X7~ zinS)cJ$Xc+8C&pRYvk#au9T=t^{>cP^b!drtc?kmqeOLStR-8TTlZ%#=@S5tbR&2A z14qjB?21^PuY|UBlt{Vqylf$ zIGfA!NRaUB<$zyD#aB_}y`MF8V853cL(x+X)c&j+1vzJzNn7KrknBee6o<~ehp9vE zk^_?S)5jJITdPaQw+@UVsB~H|iI-r98y0>n{?WOf7LAyYn7*!7lfCRHo`u1EFx=8) zohya6l?~FTn?AfWk^y1VQFdUZu~U+%k2t9xE=)tBzOZhvkYO9g6YHDfS;y3*S%#8G z3FZvYv__P&9>8*h_Z@4#KQ@luoAK@4Z-4mQ3dA1d@A?O^ktMjm0eF0mMfFmkn-CyeWqI)H2H|=Fb@q95pA&S23A0WiiE1PmB?O>MS$9 zmMvdQze?r&Ao0Qb^$@%f$2T$tIy_Bb<$wz(+jV~!I2+2y z$8gDfB)j%9rxn9~_e@jE-ueJL;36fB2h-Hm$p0?Palm;y;!6z2#fD{NjN~6=UH@E; z{+@u`(MQQ%@^(D23H49tG-T+x4{fEz@^1T>WQx%e{Q&A>X?5#vx(gv%{&_zwWbO;H zg%=P^b*SD7)QF}DQeA>xeAYdtBI^mWTdfP^w>r)y7}X+GEa|XJ=%z|G+(a2p3maY@s2@$* z@uh;nUB*}!o?zx+FZru76#os z^5VqS=IC1D^SBe^cN~TrWtn0dClWL|GnUt1?99)+FF0vbx!;Z8fgWk#x8WbT%^=g| z!ApMf>rxW^U;Rs@S|?`+)P;W#VA!gqrqLZGu0EpX=)96X)hoZ) zjL)Sj(SfN`HMjC0D{-h;Wy!`;TMrebmr zy`+9rcKK-FDtg__WqyLO;}1DEyu{L7%p_;~#PY#ueRVVdh)3sPk8Ll@!i>lsJd5^CsUIQO|ErkC3~d#K zkxX|bd)%AJF&&D~T}Gp*gPs1qNc<*{wClt44W0cG->MG9RPjcML8c%7wloBY$QY{~ z=a2>&I{Z+>=hXXgI5aC)p|%{J{3?T6M1^e%M`~gf4PQU(hK*yW4~_9Q)9wff~hVG3}r-7#rBTwRBTua+_R}o z!cMhniSC%LN{)$}hiAn&8@#e&x34fsJm{UH()B{N_V)V4{D$Y3%X|ELj7m@P+t8NxN@PpZZwa3IUC0f%odQ55au@HbIOF3N-pDpBJ=Sq_8u6{Y4 zLnD#_g9?4x)b)LO%WB02gz>h+k_%a2|2(=ruSc(vY(y55hmEWS1`mu#>sF1!w#Ceb`%|XKI=@ncDdD{v)4UB$@PxRH^(Z z6H>C5h2&ObqDK%t_&=crcM3O+ID!2st6I-+s7cbRJ+UU#79k_YVTR>&l5=O)SX+2T zFXns=50B5@shq!ML!Uxg&WTbO+S95;%&eimHZifx`+Aa?o&K~o&l7zb4P5}+;*kvg zaJNfJ2!HDR7&2Kb;JZd+-y$d@JrM;!gfC{Gm*x$0P_w{I+LlQsl@b|r-V8moXx5Eg z?JXMQ3!GX(a0Yfh6=0*`_EKt(QF{PNdt=)n_S!EkvY1O}RZKy?24H#WKyIihj2D7b1FU&%kCM49-=C zKHWX|_FQ78qmw!g(Hu+|*dnDh1--Z&v&B07$VWAc$A^J%ylI);oDXal6(8Pw@>y^= z?tY8PZzty&+PM{%4zYjTNbxYRRWr)TYtchE9CovJ($k>ox-D&{cp)s}2EME^AO z8T{SL?MP@Tzb@FneH`M3``#ZUr!eq&#~ClZDm8~^kGSV8LnbMp$=bWBL+J<1ts+s& zW3>#=X+zmP9Y7bNw=Eru`(|qJbKKHkF|i(LdqsP?qru)p{2o6!mc8NP;OcxM*5?ar zF)#J%i2)cJb$fDb{`aT4y~WGxkI)TIWxRQ~L7_}uA0|0QKC!%WK7tA)MC;K5 zORzxCb9X-C$9#<2VAAK%YZeNJKuM(?$PxJ3GrF|W*hl==SFaw<}8PGh>Bkum|td$-wq^6rl_g*$!}Wn)6vR-e5ob^uS|;`u)G7EdZXrQ?#i?$U9O8 zm5g&Rhs(y}DT{t_S<%FDsyQT3(u>tmNOc_Zhu3iet?4MWsocqtYBe*zZ*qYbTH=$) zct%fbAjR~X>MkQXWE2e*MwRBnB(=u7$G{iB^aB@f9GpM`Km2nW%C_bj|EQno(Km9 zP3XsCEPfuFu_w`A!Ii-IGdyb;s6%tZK_yq(CBcrnK?@Y`?w@nDpzZ8_S~cob>xzeX`>HO2Tl|k< zBZtEETejHIe!6z2JySpG)u$D;q5OIv{177Q14|^-Ttk><56KxtNfN~mIOl*`yj89G z^7NnbH|u96{3pD1v}dvM%fX9B=3@-xV#gT4{{4Owql&VzWJacCpfyqjB?P!Ryft7Z zVSG=Fnfs*+9Ae6PZxVcy<2=s+fppk{v>tH@hId6aX#}trbK-poX0Ff=%`X?hKT=zy zPBYE^3!V<9tMZoj&Pctm5nR)q0jI@kEJT z`bhoYeI;P1EUyuam9us$pRC zLTW%>r#rR8cGSNpH!~P67c{A8& z#s?@0-M|bl4>Hv{Hqw61E zpz;Q&{sR4V3gU<5Y#Y@IXvL=A8HMK;%i++tqO2j5!djmd+FPe5W?k&?q zVz9`h{>^pGKd;m*$bTa<%cFL^O`*1Q{az8mqx|*dv9yC%QD`?vO-438iH2s7@tV)oA>;F7l+i?R34@j`lW1@ zj1}hw_#wPsAHTas;a+QFwaLl(MC@_rHn4g7(^|A(oZAjwMT$D2&oqlC z&~JgKRODPB15f%5n}Wp0da~nv6rwKeal2ndkaXf@#??jh1!|et8#VWVO%4)qWryJm z^v0_elEkOM{Id~fNkO!DJ=-1HT#oVziVYUN(cA}rAW3UvM$3$MHPD7WIXTtYqF<~e zjvsZqt(>&O5X5N@+XCGON&I*wv{gSx69PsTr;d$uP_m36!*ju~-Sxeva1-=9Q{*XX zSpId!ieWP(oGKWCH{g-pX{7XF4tw_k)btD^lyD}*>RRrV>_@xWi~fE`cUl0H(L0VJ zvT(@I*ql1ZY1f*OGh|RgTc5*xW5s#}|20yN(cRsd%YFZmY5d1RTGUJ>CRs}|gF9{_ zYw@8iDd71>Xb3TL@OKXE;f8*?Pwh%|*WJ2_?Wn@L)k#|8?vTF*T3fkc*^ zrv~{oRTy-wVJV+A%a)UN_AzYoQJd$_$qTWAB`~dsSG1p1VhYpQke}{UVBgAr`)c@5 z@{m+8T)7P3?-2Uvjm-%9=lxv@^^m2dLH^P9$w!N{(AE^_rGJf8!K9lLN5t!Z5#@+Y zmG9&+oG}sU3z4fGqi~_HSsvW}*>w~EfD`eNS<@DeIsciv@HzQ0Hn7rxqb=1Enfb=^ ziC&OB*)jHYaj+MvbfBEb^W!Szr(OrDnb+)0ELLy*Ah*rF#gzgoBvCRgUp9CnmXyqaG_)Uk%n{b> zTo<-(x3=>7d}yIc@g`I4UKbt?(=^Mhlg^h!q5AQ6QqRWGGuano-pRa^T{Pj)sd8!< z>M|PocIjBK3~0ORGF)T644ZNk2cPB<4`Mi*q3=7v%GSkwre5i|PZOvwc1g>dLXXq+_=@VcJSC1By z!I67NI%@zmp>8<3K{66h8tMgAilEoaG9=!gr(YzTLBv-F3ixR^bw58fD0z~nUk*v5 zlVw=Zsx11&*|vFz3+*MV1=kR-*jc2T+VxpMr5T24cp^hg+suVumlH{eEBL-h zfa)^8U2gxko!S+T5HBdclr6Rjk#xvOK!x^%67;?!J1d5K}$cZx}?=y4mnVyIIQ}t>x#wwP=X1;iJ00W zsTB}@Aow{Wp1k~a!1Ime1zwHyT~+^poTPC8bGcY8!XdZQXeF58mk*j2;f(Hr`GjRH zu20Ik>z}*3zcG*d2ltoNEn+xckW#Qcci0^|PAo-ifjMFS~xioH}Kht%o*= zpMG<26D&W|u!E5#-7wUgsd+qI3y^gNtp;*3jW(sy)kBAaBbOngPtXDNQcBcqdE@S{lRyvT?qUgg zWnXz3XyQtU5d3Y2Ug$=&YNC_7dH~?)r6C>Db!@2vU298!ZCx50$##f6<)mAFaJ^iw z<93QG)in?5_7q+CHxUkahDu}s|Ln(JNnX1w{^@!Kq7CHMuMD=}<91u}luDhWKX)Nj zFr4*MVtI1MU3t`F#$pc~w%@ch#bWw%Va{%NjQs4zb;V70K1)vk@r(F8r&p+`;Ij2n zO!UO`c^R7wJOxpHE_Y;wm~QMRk8M(`?o4v)A=tC9yQE3sAl+g&bm7Dvg%9?uxiNMT z`Y0|>O`sm4<&i^#5Z8gZPmI%AyJ;Xh7F^hsaB;3N;g zY_<=+k96m|1S~thixuy%y{zh*r5|`l^_W09M^+x?txMzleeD(Vx-yTS(q&-`O5lp= z?wI*XEnI%>i}z!-Z@=!$S)wby8tA9m-Fqco_=rt|>>413*F96b({$&+h9Qt)hWNqo z^~sMwn1^T6B7cis7xJxm3JlK=9qq5b-FY%J{gz9q6L#cqlRmUu8)DwvPBNPr=wq=f zVmBXuE)Y!qb0j22YcLW%kwa=z z-u)Of{c>Tu&8JkAzp@T3x{EVTB*{yI>l54}m#>zxxwdttDfW9x=PEslefjKPo$mKk zyHC2yYH>J*6_fk~Fm(${ZRYbD|0o7UR|UOu8O`SO`ZGfzA@%W^PuiwmW__?4Y7fUlf(GgpoMW8s$tpQo!l$}Cg0G}?o;q8FK z^msT&FDIg!0i-t^oAu6S`%uciDtL9GNAInnK;E>sZ}s!x=J*|#okMx+!uTt)>kJ_? zFL;BS!`ETEsgfUiO;Qy@n^en&CCeK%)K@}PqEF%7F-0~8#rV{l$>>h+LtFlC^TkP> z9pT5nlkR25V$&@9hv5Bm9Ff#Zn}M5}kk@9F7!-f!c(G&AGU$nfk9F}RJdo+->M%N) zrm7@H!~C7&=gf<%TU#&m3*aaQ)$f;RXd+nXZ~m2X$HVyeuhbziR_nh~OAL7af6D?| ztMq>;8_hrT85+*NvJy$6J^WXSE&%Oc?L-ri!FE$d^G8IKiA%4SHI($%4=t$wUGA%z zzQhKl&nWb+w`AyV{GW^;Pjwe*W{0q9ygJw~{JYHWdefA5g*p}PS^D=4evxM#&x(Jc zz^i$B?0l~AcP{y+{zMMLGl~-Q|G72)m%3kYC~c71fcU#=G_+SZr1lR8faf%5?gg}7 zEpF!|e}C*F(UbU_FaKM#`@huM|NqST->dNF_lU??ZOXURZKf7WCSVOAT~c@`p+Ml75inqqtXH+Hbr+wsZTTW?%GfR$&!2L|b>CAr*gR#s}=PO!BU1lww@h=5^3?e|R}aNYZx?~RyJ z!pRHno8YHTbJw?Axd{V@zo}28(bklxJaOEU5%;n&7r>haJ(#N2(EOUYq07$U9vvdUrLDm~wjn^&>pOd~SOkicK~ z`Oe8X(e|KB&vXPSNdNH6+DAW3i1L6>{4S?JlO+bTZ)-y@e&T0dhUdJhg5*$3VBU-E zaZR~1Y$tt0$hx}-HT~t)rGi@ zU-bNm17%6ip#F<&KQC$p(S{U)t_IWd5B0cf=4A0~XPe&@_dJ@ySOqplRt=WBDl`~X z1(&mD`%Q*#(%_oo^mRWt!G;uLHIn>EYEkw-H5DC zFIhdafr^ubE|PbOknL-Ai)bHhGPD$V)&Y^DNsdXlOWTEuUUNldlN%4*1p3|wX6fHm zn=$j;)JSUTJqk5Pm0kjYoIK=)TB)qEdJc)WwL?V8)^acF%C_3`Fpn3$o9eF;=bk=j z&bq!HmtJBl_ZHNSQ=ZSAzFOSfFC>`_uI1!Ch;wjxUK-HIkz1^%M<=fQ7peU92 zTR=VnoQ33OJU@UrzitpYWQ%RwChuj5e_N!W%X_wJBkv_=c7Vwqb=zH0!Rn3e2-!)x zCfc0#qS5T>Dv^<1InM^1SyONr-%1x6WtB9P`U>;GP)*hHk{I*;416V(l zrZj%Pouln}Hdh1+jBRvgANfcFJPwLUE6rMZX8M6M-!L)C$71-G^X_+6tZ9{xq^mc! zC-0{mC;9+A~qM%4pHxUv2H=@uAXCjKt?H z0v7D#i**3c+o49&Rvq8$JXxkyJ!;}PlE1mzBOaAZti>YP2J<7l`*JB;-g#>*x|>}% zT^8#Rs{=IIyngf+tBrfR=(iZx-)%^H-qo2!RM6IZxSMxqyoBd+F$Gp%2EUlQ54|)j zvOZvCx|`?8Q{O;kj?>d(vv6vq=h>zJKq#@DsS$#FO}^}NJ-v*B@%UW5(`BVZP($Mr zJoSn^V&934c3*J6HFPRo9BWLo(5NZm>WS?3?(noRIe4?$Do~nq9S+I6DA+#R@UX&f zbo=t|-Nr&s{Z*-(fbUBy?VFq5!|RJ-MRZ4h&%xVC_w|R4UNcDZ8b`kA!?b)AZju<( zq-r5do9ih?S@|&^+sC20Jg`~UQ~W!#awQqL8GVsqpwQlhmd}0D4bvc{RE3VK@i2-+ zyW;yxnmJhZW{d|#pPkjg;95t?(K4qnEVN!4#{9Yza|_g-U!?t zocS}Nu1^50;}r4(LafCg|AW}J7=!MU)`qJ38*dEHuJ*Sr`a6eUh}JiK%)|R^@ zeus5&fNZ2vbAO0s?ar&o)3SJXvc(j)L1YNBQGVGbf+9Dy-+Noet#&kILzrTNudI@( zuY&oCRty9Pgcx`bTB>WuF&R#w%qz?q660-a{0g7W8gM~hZk>Q*trn+`sO~1YL}vv* zJk{4`TkHiO+*`cYrDvpc1gF+(CVtuWH(CZT6(~l;@x9!ZxgNh_ol+1Ln#qvWIx9;o z)ti~Z@Qef2*e}|pDGT_Z?5zTjAj_Nz6eZ$Q_4npuFIE*U5&m0O8QifO7ybUF0lq$f zX7Q$HzH}pNvR}!ZzED4GMtkYW2x%1X6PS$8m;F-XsFyE24O*n-;w>D~cQm>&NJ6qtVCIw1+1>#aFokvw4B7ej%{R)6V-M4=Ww#?t+gEUPR;CVEsrF#+dp8_$o{ z8aWaGpPLJSTQRh3v*@oob`Oc@Nhs46UPu|#!FE$gTgzhRN{K?KdfrjeH|&p$7)5#5 z(wV}Z&e}({^B+v9vor3RCfVS-`GkW$f3_L$p{24?^%Bpeod@sJ>r6K5{!~|oizJnP z)dctfhunN_Cks=Kwmp^LK2Ne^Yi^dMlC2m3JBg@kdoIcwJ`5ClrB~6~wR(9|l;2h#0yWRr=8d~hTY?e5Y zq#4)luE^*X3f_OIf94djVufzUI)uoZP?wKSJQlv4|2)idx$1)?8(rso#XdVT^SniJ zoTSRTOl&UkC4H4*6(tt6e#eP$7g;wdQ(TG4VKT1zXzx<*ydit9dX`a-^1UY^$gdH6 zI%@6nNdz8y)9&JyL06w2qlp;Hfj0w6tcJQ^zWgjR6b>gTz#0w~8=!m3k!LN|l+|w? z`2G-z-D*y-VGmBpsGNJNueGb~u3@O?3<{`w31+8otw;c?V;|OPwy;)y0lxZxU2fJT zqWBg9p3)oSYfiDjfbvYEX@z0v2U!|Sh_L&$rnXR$@Q;qbG4MS=Xt~kKfmc^<9X_6x zmz>t;or;&${*dhkAB$XSdlhwU1yn)<09pesyEci7x8+Fmj7N8@2uXSyIR7r$kI^f) zj1qqs@1f&-RmRo4x@=&A4ln#+&9S zQ5WQqLzu}1(ot8{2B%56#<2_yg4+>Xcr&PyguirQlx$g3$8k7OVwZq*a%bScrXRVj zsYo(mlDE>MGpnl+g#jtB^R+rIdbx8$I75bj+_pW>n|-LpZ^n;*Zg-6cz4 z{TClvYjQ}c{W*LgtP3X8Hnn>`78?mNcDhwst2ixYcXL_b4Vjv;FZB6rFO#?LuOLC_ zYnvXRq`&U0kW5w=&cXNqBZucEJo8S!?AkO>yWtLFKK!0A{#513M(mcY!4usMEX_K= z$@QfAxU;rc{F4VDB3!oxLfolP|kA@A++gLNO42h1#gIT#XYB z(UZa+Je7ll*!Mo8`LjG5v)z{H}!*oc`OXx(0s67M}@W|FTl*+e3 ztqKtFHI}1~Kg(&#d#HQ+mS0RgwJyZ5D^gzZM70XnvmY`BoRB#4_NyRk6jBAmM;Y~4 zlzua!CZq$#-qQ2_)`2qJX+yr+gX6O4!{249MlZSam4pppwz{I%-L#&v!z|v4+Ay&nnjO;9b46dTUwrcMEs||! z!ZhoSX@VC6(un^Fd7!Wozq=w+OU$t?>mrVeT|nmsCJcFRr_hjNH_Nlq(@%}|)NU1> zn?$>n^*iDwUE_2s^kh$jb!ya%A&_Atad|_PysTJpSzR!MKH<-*@)zrX_1`%iek;^b&G+yQaq$?@7#R zKroh8Kr69vbHF8u2O&x6;fUWOd~Jf^_&vNeEQjU|8hCTU>FXPmB-{BnE@4poOd<~d z_gR1lCbT>_6WVt*Nx$AYir4soe;4zr-=GA5_nWI|XtiXI|AnjlKZD<})*g%rpTbAE zHTSp9HSFy`y64e}=hQ?yW5tA^EkC905J#Y&h2g{0e0gO!cqdIc+C$o}QCM{ySBN$d z0m@ptcOB**Ia?ej7__0LPc9ob!l`EMzWxmYp}nGp*xo8B+*QdJ7UnOA#;avpPqJ>G zOuv$aG?l9KoIF&}QuU*oetVAHn!r?_qgh|;8rsMW>1qTMkgfU*KU!_!gGnvyFwU6~ z`JJpV-g|VT4ul%`?#7FF=s9vz<`YQ|^V^82}7zfy{ zK>V$gfvHh&a<}01t`TRmz9DnN0GkW_&VaR%_Uk~9YxR-y;yca1VN{9F14Wtv{ksDQ z)$i7TbmLyu?cr6u4ahwxFjNyVdFMAL3^c2+*Juk}in*u6Q_xle2M=^oxY$&UJh(E2v*xouHKVm_bf&Q&N&=rgLU;cjS$Ks^*@MJ3H!X-H zX1(3;ok+TdZXgm63!*7%Lq(mKUZjb(zDP}-lXv)s9Gf)1TOdz#UgPgt)XWZd$>P`t zK5o~Gp}1zhxB5PVG{k!FAY>zoJ+PLw5;Rv7oq%$Ddb2oCyN=^vD`W%7YNGErzaFO4 zETofYb@{NBy+r;!Z{TdiajE>=CfQbD#KLK&d5e(r&I&i5>%_$1IEiLQ+SA|S_S5pd z>nS!j$(r?x+pl-T5Rd^R{t~buw?E+k)a%^o{(c%{mA|uYz_nX2La3J)cRg?`UUb#8 zf##u&W&t|m>%MFWudE5&H=zTr4cD5XIqtQFde-)Q>aq?>pra|-*iTp1{g$31$_Ae- z5j@!LzX%}uz2)$;8fc1LZmU_3jDTy_A6kQMjjwHq0*m<#&5QdK{p9Lx?QN`;Lwz#D ze$?TVS2_2Pr}u<+(T+AwgcsoFyDP%{0tOr8)Q7aK>M$C)HmWMK*#q|MF;) zXg^(Q)@8KlyG)_$H7;+#UEsEpoaiN$AM5@P-ijsQZv^I5?z}d-?QDsQKIy)Uu2CtI zY{{7HkJ40nSB(XnIVr;*J-a(4cio?`8-_UOj9ygfK@B8rc+3sJTaR_+w5N5od)5r( zk|Zcz0o5KkOl!kwzI53ttCT_*lc8ECo|*)pGTyVK6%(SZ!{N|9M6sjk^9*^Ax4gQu zb&*;s(!xYc z#X8wv?OU>I+KWgXW5YwwIx;)D>*Tl*x)tw4WvgvVyLpf6++%ing(did`PF2yJ&y++ zhO|~2F_jRcM;70})}_4mCmfSQ4vT+D`n>&}aO_raG%v5^cI5Vxk8tzL8xKN#cLPG4 z#)9xPYck*R&PgizCMnzl%BqR2gU!`)eFaM*MyOBfLT zZm)I0XJ=sxx3yvRIWo*o7*g7eZ&$nA$Od)zkIuTOp+8)ja8;zdtTuO0=&LDqo#sk* zanM^t(CLn@2^HQkLChYy%a6zj;EnE5u4~(-PnfNA_m6A^#=M~7Yky~Z7jJ@ z)Qg(a&Z@f=;U(D~hR=W2;56N2b%XGRyvpRqN6+GTmo>F*7IBJCfa5${%kPc{E11n- zBGI0%@5FZ2u6B@efQcNZJq=+*U3XJVWO@OJWB5!vL$^N)v6EryRb&G9Q|bWBEgkz} z&OMy^zQyF?h5i}T+<2?m@Y7EO>!0*)9dxz1ez(eAQo~5I45l=PLjbiNC^_#Z3CTNx&BunIl zEJIpQ^@W3q5th#R?M1M29bcU?WpUw>&d$B$y9=4%(u`6u&@qMi)w2b&W@_Nx{O|>V zx}A~k%9PE*u}}9*PxXGTSY@hVk!&pgH=tn&?-nl12aCtDwEShXi*^!Ixu}N(J=maB zI{f_=GA%QCI@^64ptjbS39A~V`-iH|f^8AW9OQj+PUTbS7tF<-$`@YXH8 zdXq)SAK;k|L;V>W1x7a;-#fu>r^nWI*Nciz$wB>8?JV>2EvC>tQ47c2qN}sH#3O@; zPQVF^Y^PXtX*(}xcniU`wq-Nrg;4wX?SX*QS@ebuM@&mV(KgrJfh=vf@~`ux?r8g| zpd-@=9(!FxH?P0)M!^QCX|OEb-hDM^^~9?l1;__3I(p;Ll(sZ}ZK~vlxu2VhbEc%) zU|_zIF1d0Y`a`k8EE*NzX;+blbisdfXMB_CyzQ?w=&d_?fH2UQ&s5?sT|l`7YxXb5 zyN~?(tjAkfl{NiGIFNr6)>aBioNcO|{n$lIV=HVvT=H_8d*OyhN+H^A&=8PQG#90p zKf@nT1r35w7N`;pj=G(0{o1^RHq3 zyHrn&>krDAsfn~wsk5{01-a+? z$BD?niY8MsG77Oek1@AI6N9jWZnT&X^;1_ztNhdj*?GB2yC9|nySe)pzg^3xiS9U$ zPT4ADuv}1l(jHoPiiQRiI;#;&+bQVWJ1YTfZe{s6*Sw2}u+BKAm<%usX>o0{20F;~ zAY^jW>&C)8*?z_pA5K?5WxYVI-Z7$HVh6^kt1uih0zX=eIjfn?w#qwQJEE^u(MC)& zW*0W?xMQzt zs~@wIRNBs~@wrR<)a(tAP+ zpmai!8ak8vd2jWZ@5ejG95eeT3E69{eeG4wbFJ$ND;@W^bw1$WT2@CiksRWq2Mvuz|G{rJuzX zrHf=TXQD0TId&>CswFzsV{qeN*Qv92gE(R=OozR0R&L6a3vRlR?MdIFY*XQLgzTbBSL3y@_XaV{9&~pSoL!(a41ipvpC#eX zh$<+v>}w`xkea}@Z$;Q~pn8^k36Qr?3)nD&Zj;0=j@>>3f|r#NOjmsmMUoK5?ktTa z`ub@o7yhNGXDm7>MXJH@%Vo5wL& zIcnO{0=|DFJ4;GbpUFU#>$$x_7z2>*uN*IX%l0T+Hi$nB17P@EX-?-S)xq_bZ*- zPrqD#UaXmTIP|VU9=LzxTWHF=nFMA%nY9>N*ES3_8jn)8S~L6Bh+ zgOH5#w*jYg^0>HNd;-scEO7jsJY2Tbd0mNU3SK7ODhluT)_k{WIES-8!PCyZj~)%X zC(_c;Gbx9%3G42~&Mrg{6?;&x)ugvi&cUNTlf-OnLRI9Yb;&feyIn6~`J05y4Y@!xm9O5egwn}O|< z*~V2F=OUOXdQZ_6J0{L=d^PFEvP-9AMQhRNirjiZzNZhw958~-Yfx(Zz1p!#*}NZr zq0GSJ4N0P6Uo3s_O=ZM>Wm(`+U5GMgCGc3QWB0raOh3c@2$|`T`>X=g!_2MKRgp&M zHjJcpiWKYp+?yM;8}bNfpMK$ALmrQ;sjnE;kWp5(+IAp!Ez^bToF>pF9}iv79I<7B zKqZ%RyVA(RqtU5yMM6GK#L6{8M3S6f@z60l3Q<=<0cEeIk5sw8^}T-OJ#Ee#)Gj@;%3gni#Wr zDJ<{_O$($c`FwAmvaRgW+;Vr1^aXEA(6O!j)KB!1KxjCq=eV+qfK8#A;632l!=x)0 zdPa6!MKeg~lcJ;|-LEu7qgzKORd+_c-o!UZ8g+V>TWK9E@sboAn}D4g^LDN>Umyr& zP2-|M((AHi&K!6$Y4Vn4H41H%>($bt!U7br+W0t_Ol2Bq{TooZSXjHc^8u5?KM^Sg zvgI6%Itx9{II?NbVkaaZJ9^#_CFbpa+G_gG$}0yt$w`XR7SCcwBP7etRymSa*aimi zJ!P&6PWYc8EPHOhWBc8*5uZrR2_s4(P5zxmO;gNTFMke=kfUXOkriZq)!sREm~pSl z+qDyQ!F<1M zRn`f_a#i7XE7RoXS2Yfn%`)YYXDvkEn9BYT>GUaLP6g7X#@so8z4=Nn`lXF|J9KEb zw_Dxj?#T)q+}wBU%1&3`jj6J5JCUyqLFV`KYOY|HZuB6#p5peE9d{inHxr+lL_uc!3*+3L}2S2eSu^&=`#)s)mq+rahe z8ugqRcg~P(s6yX8K%`=T=+J!Kk7gF4G(v2leO8GQ6|PW@V%wV=b^MH1X^RMQVhY#8}JP z_E*pk)@g#CIUT}luW0%=xGf{+6fkeK<%=^P`!8%;xaRwH^}MlT2R3WcqdZfJgk>|f z1zGM!3gR08E_} zz6^vJPKY=jeYRc}Ir6x480(&URrMZ9H_||kg!;NuKVn;mDUi7PZ*K4+|LoFcR=h1W ztkTDsot5KSE;T1}|9)>!dSs;r}z!7*Y7N;>9NgQgSBN|5v07s{SVYMz-` z>et;RZ%b(Aeuev)XE3mubMCBhFxY2h zqr_d7g?^C1x?+SkAP6%JgRzRHX9l0#qawV#z+GWH3!~3j$(QKSyX-hoazg*53aED7 zZmVg(Z^nv8m(O*EfdO9n0lNXmsSJV!HsM!JjZy*5 zNmIK70b@c&y2s{ul;dF$;$8&}Lyf~gk@nWY7m>xK(wX2&7fzf}8Ha*UCA_nSC=ldEmfTsBEsXN)vnJriU8&LqU;^i-X+lczN|D~(cFqeuYhsqwHYx8wc ziQP?sg2CTJ?;9&0`kA&H(f;i|HO%dXWN%V2V1Dtfa;kwH6Q5`Anw|}_Gb#<;+n~|~ zKEsnMYQ9<1RhUp+X62AwDsKE@bZKb6esS=OuCkDjk2c+J=`sdt0~ex~;j82I$_kan zWwsSQ6hlBhk7IkO-=4K{k+)Ib<;zA8pQA$&`95)tpp|rRo{@mBMHXmoWL%k9fi1)B zs@*{y3h586rnbL4jmL$qY^Db0ISu60o_X`Hr>5R4_B`cOqn$T&q>*|&qrAAwcQ<*q z>HO&(jL9!ORpsKO;z3dWdjlBe4hvx0EJkk=9O^>8F?s5WOHfe6p!3(5^+Ke3vHJvW zme-32UIdoy*q!^W0wBZ50}8lNwqv8Y=L*4?i>L_j%SuSN6n*D@$#zLxPoL=3Gf=Et zkf>S7x9gkwlO^kvIDBS#aiuHgUiB;NL0y;v1ivS6*-!Oh`aULJid|z(|8Y}Tw9HBW~$T1*Gcmu*Da;vEe74Rhf^G;5Vcm`=DYE45xl757P) z?=RtHUnb7qk{6r5weVUTY*XSa%x_C}91+a7^6oUy!6c0=>^Mf46{wCXQ+wLqCkvwz zOez9Q&{3n5~B;gV%w6~%&!or7aC2AhX6)6%KI zK^0|~ACz3)>xUp52=J%t=rpO8KZJ_sD4R`jl&0cEXmosN~rfcUN`L%=@ z`Dq#6nC`mpgiLK_{l*6KaiM{G#F(>|Jo%w7vB=yazm&R{Q4;~qVh`JsK?M^Xr-W$5 zU>n+J`LJ@R*Z;NhfdA-Hwuo;Y-I@t|UNnT+yIX-a5s!}6*9%VozLc!^V1r1_el?_n z4ZeMy{yVm`vaWNw-2JM&Kjjj4jiQsZbM=o^A9_dQ0?u`GEPahWt67 zvAhqErsA6`c<9saR8Mi@lK42=727PovUHK`#T!24sXK}oU|ltuFc`t~=f;g2)j|MJ zqRBQxPfmBmVsHV6be492?CdXv=aGaKx&n@jr?8$6enK+9A6Gh7S2+9~$3{nfsV7Ds z-=TtvRZo2^=AgF2eMw@*uo>s1LsZJ^9Gi*6_&jTvu6?H7@7$SsJDaq9lZWl#kB3Mg zc3FsjuM<;h#GZnAKO(#!t@$)igPFrI)vqY&!sT9CWs!Y~9RtjY85V9-;G+-< zEbV8B);5U~TD?+Jwi<*IBb84B;0^To9Yong{UZU(VYpoW+u%eveAb~lEMDBqX4%AijglVmi=uEXSxW1KarGraxFV zVmXKsNtAu9FSZbw;=BPBw+z;MG%_o%V*!@m%t6ljh_6=1Zm_kpsnDDsjo@5`SW ztN}i5fTF*}>|H57`*+geVUiEY=5;O4^U}PW`LA7mp+VB1AFny}@wMOrC5y*i4*wtm}D0apF-3K2oB6LUCBx$J}`bir)dg#cw}9+wi-?n7UlP7Y>|kObToo z5b&?5SUOarhpbu(9)fS*N2|z;-1ixjy)zP8#qxI<jYZ z^C3W6caQJCMmqq8Z~kus8~-n60Qjl`P5^${)dudCb|LW@?ZoPUKR$l4+lypVXsIk@ z=94xTa*{d{(3ZNn878y6?@sE=cv+kON1~%AiZ|p6K2Qe&*4M`pW2rn;TWWhVq6<}77)m-1P0w7 zNTuV)ZBz}C%6OThrz#xV8=kC{|8<@ecPl_@0R!`1A%!-QIMog9TjCnAtR8V^-uyh} zvo+)&gGRIq#>(f(=a$LFpl^q=K#3P z@KtU6ZCNQq&1%^ze0OLE)iRTPoVlcy-K4ya~WVna!K4L3(tP3f>*EMW@r(6^EKAiF{nE9ht`pmCkcR|X+wPQ?bXwt5Y^ei zbpn-(y~m@NTM>62M3v;-ows;(*+lY5P@GwWCD0>OBpzGo#jVT}E}&E#`Alu#;~Q(z zg-clvH;fWeo7-e`<4=b5op^kCaVT9R|CHq0@1wiCY(#B^qzokHC5rRXO+~{5HOXRk zIcj5$zVFi&+9F=wXQJcqK=@3WbAVF!Ed(ot^YWE=xOwy8w-#2~>)l-6-8EOQ%g*;+ z_hiWMos!-;IZHWMuZdLVVXT!iX+1MrCY1@yGc(!7;KJs^!N&RAme$4NEgUhwk}sY&-AT9#;IOz{)qHjkA)z6gu>8QKOA5Z>ve3#@Zet1#=t=nm>O~;5I8!(Et>Ft6TRb>- zm#72eV;XNQ3|cjOpVi+Z_zLp8K@X=Qw7vC8@*c8sU{$4c{o96r&M|kP*}FjMnFfuY zP2{t~PWVvMso1p}i0j4i%~GJL0K8HR3#1ma))9`>I&AKX-ea2^a*e4|FXKe$U-vMd z%aJBn?~8OPCJ^?;S4vdNm6{WQIpsS51~U;e(uuIGtAAaNj%{o)K*|P9I7SY*>sX0$ z0y_eZ2L?V|#o4&f@3Kx{Qg~1^@3=x2WK4flFcbdfAVPkI+l2Q7+a4Lc%HlRh@zlB_ zKL+EmA*mHwm>8H1IgD|D2RMwWLZEB3w<5#luJM06A1$ed!4u={mIY9ib%AC6h&#?k zQ&I^TKkInJ@EOp=@_WGSBGpd!A(ZR}W|r`_<0I`9om z2fbFRWf3jLnDBu-L*z1F>$by$WxjahSyGWVRy1Q>$37F&u_N52uhbFQsOs#==4Dr))!cRyL$#l&w^5%_VW;|}N+@$_) zJ~GVa+a-YlO1x!9WAz2fU$=1+F*7Frl3i2^IR>ms9q`@6jNtb95zkQM`ZSHrh^cuVsF$RYUYbj`F6MHz!a!gryn zOCWe@ZP+OiQvN_-$@6;xB*PuT3OT`IAT(8mJwZNY-(Jc!av>p_vg=+lV!x2J;$z)O z#MXp;m*^%>i(p;|)47;uF*Ur?_wdhL`Img4`qhUDW9Bqtjy++?Y;hO4{be!r&^U3> zh_Fu%qoB7;rWySp)}ijI#DQ3|nl$gseUYugC4P+BCtNaP{rZ9(zOT4)Yd&Vf>uy!U ztG0aJpt2Hor(4=uWqi$n-CNAOlhURvuF8>S#f7d~gg5)HK(8$hw!JoWHjfn7?WPB_ zppLrLYuSVP)QOLFCe&v&#VxjjWOLSJQNZu+4FEvL$c5@bpaxe)qPq=F-IFja|}MP`Oapkb85GKIYA&A+rTNPD^Pa&GR- zn67E}Ehd&n10w!4YyO(?TQP&!IqSjWHD#EWLbLA+Qn?CG$IV03MEazbdla`=Y2QHajzRhHM!9V25Gl5 z-$>D`a9pbe53Y^BvqT?>^TV8Hz9vDKS&qRMweThHWmK+h?AgcMXMMiKx}gNCBkKE^Fzw5fa%JME1AqOcCOB;<)2`%IdNKFJg` zvHhD6-mBBQ0Z{+(Iv?sj#JvSIGQ`wS^w1{F`|reM^uD^+t@`S5hJSL@BiEdL(0tla zN>6sxS2c#?H1E#zqp+T1jfITvJypKa09D+gqBhTo+RHx~m194TtvCmF!S6#c(;7635(|&(brASjIa$5#4sD&++s|vt6jv)x(N5Wa|#EcsUoxfy?z2ymN&Ai(qFfe)fD0aXUvB3CMPsO zJrYCzJ%Fsb9D_7fu!EjH@dK_ZzaRe1{Q465XExp+f2`-KS5WE$ zC|7pJY&(;O$4U58ZqF|pT7ZA>y&nEjutctj@Nf^;)%y&4>8YiApb!@5a$YxM?VyOq zYO6Ji%TapXOuT9Ydd#ZGoFTTx_~FP1<+}Y;arH>4n=~v(5vjF9Z$t9U2W^gakx22| zKT#pSWdIN}pmzWvDSrHZtD|fWtlxVdIR-ME*T>?uiK#r-!{)DiN6z#=5A|L5B<|-O zXyWp%CkR`e82{RBq_D{EUzz-P`i1W4@w3PKXcOl;z`>c@A&c`LGlwf}4Cs7PECa*! zGA`jP?ZFHXO`Op0fBH@ZM*-igiJNg6k+;=1$gI}@+?FV)tH{VKHE^uVUvn6nM8tuEroeJ7J$>g>Oa-P%gt2ppR_&zuNJG9yY4?P95->S<5UA#T!SNjyXVG1YO?vlvd?n5TgHFd z>ac$s6JzTl*$@?LJ5Y!n>E!IMy|V8PO?N_%%vKa*?Gv2aIqI(rejSp~;1B9n$QvHt zoxeD>g|y#4RaQeh2(m`odbdygkwwRr+E@DUOsPr#nEapgMJMFbDPh3n{7tdpI}`HB z5*e>UsI_Xr=}1D`oyUV;X4L+(m`brzoFA=x z^6k(XXk@c$+G4E0ZtF@T5AR0GEC06iqV!FXt#vfUKLh8%;SE_KQ8xy9~c0m0+TaHSo zKYS}Onh3lkUWs7t6tI7gWcAzSyeNG`tp{{WP0ItiW+_1bA}x5p4)g*4i-=WG?}USa zf0UU#F7r{e08UUy#}Kn<%ap^Lo>zsJZw@&wqOQ5VoMpS@1J&T+8hfCTe=Eu1`;+Hv zxr$CrY+#d=kDAzw2wD+-2Pd%_t}*{RpT$*HSsx)-5ib0t(zsqX(2ciHLAP$R^k#1S z>fF9OeV26V>xVtBcLJwnh(7}H$nLp)=@!!oMI>eJ9}M9In3l!@P}SQpKSt?BEeB)Y zjHQ(x71dAF1+6KD#aX%@z5*Rr;SjZlj*3N?>XPm8slPL&2*sLDi(&AP00@FbzN9!)FCQ-<1>DL4qvxjt;z#C!H zv_cmq4#0=2idJXsf3HUu<&!UHEW+<~gAVgcI;V*BUtWXUfSJo)AET27GL;2mNT zqDS^EA}?gBuTAyz(eJ9$4ZSze693fjMB~?iz@Iq^2%lF9@D}!u#m`=&T=8lg6U#;oBI9hQ#HTW1OU(|b$R$=qbPH%eblV@=LtiJI^8I|6+Ez0f*n4u6b^^D+Xzv3J!(CVc}{*%eyj3QOAMusaT z7aLuOyf&KZ30f)IC2g2-*2J5mC*L-SC{3k#TM&y5_scI89bAnikEWG^NM=y1e&-)+ z0xSYUdrnVsh)dicq`rA0a=%P-G>_X)^=J=IDA@jajpMKKfab!}5r9aX>QeGUH;j+E zx^i@B#mPJr7OeOyQ&4T@I&{#?NkK~g;Z=Vh8=%YfkxgENIeOqo1GG!+!HxP8TBt%# zX;~8i+c73fX2(Q-oS|Szr43Mm;#vmzwozBudAaAM13Ng5MR-qAGZ-d$fc|5Dz{4j` zoERp5jg(hDMWIHE9}n*jMo%eb5fk$n%xKAUEi+375r>9FxWiWxV?8y$7a7$`J0dPB z0NIY%&T1LsYU65N^)1sGUK@XGMsu?c9Yt#M?gM+9 zn`AbN&zx@ItGuuOR?k~%|F0evudZ{_ObUv6NE)IxAalg$SO!x`a4@gh2!XGfX-Us- z+j}P0msvxN_;?sRIJBsV&v>#GMDtuUw5m_?(Vx%-0C0cOhC99Y;sR)Bbn<8|Zus!b z_xp@pTtJ=N8GOsRSWhuamL*eeoBgQ}-DuP1cjnw#Yk%$TWJfJgn0d6qrB=tPJ(nqK zBLB6s3EHmI*)BiOXLOplsKRDW_ zP1Bmo3w!{8%Z098fE#o&kO@!){QscSq@vaAA5g3op}5*R zl<-&oNtNqYX)L-GS9(fW{7`#-InYaLaL1w!{cpAKTia><*CFRBS7W5X3Hdg0nv3ik z(SOw(v!A*NSkm193z0h(%20vX4%2sZ!9Mqbwv?)|s)HdIRUA5|93!3;_s5C=x3I84 zKowSPODJbP0AZFTEp$VFdk}S150KS82D8l#-;S8Q z-tgVq8yN1*6J2S@c!&d&R)ghVjLpeBnlAD2k799z?5xYk$_%hB${O$clja8cp2Lyt zw?xszJ;wUS2OQbn!~5X3QpGJO{r&26Vc6eSO&Ijg^Y)*RE=rz}_V+)!Z)UtHP#@%# z_TWKweZXkBvtzM=kJ5F$x|EK06HbK<&}tdO{K8LNPGgwqnk_=WdmJ32*Xh*;CKR|u zfhir~`jiE3zbh*PWES;U`&_CI&z>g!H1M^Hi8Kw>Kfoh_Q@LJo3M~1R5Qn&*IbBoE zq5K%bpN{H*i%RbQl{vy#O&95c z$~y*H)YgQ}(XoHd9m)6DGLz5V6Hpf~{JfXO_F&Mwe&FD)hl))8f==GXq1Rf*x<2E* zS>34Q<6+dXU0n-i938rJlAOVg;@zp?GZpoU;%!{+J7jT%Hq|3HkN+a?fXpXSfU)dK z#wA1Zu1c0{dmFiOoo|ZHdd9QSw`emXjb=a)9Ti)*4|u1 zIm6ujaY8!F8Lg~rz2=2Ge4_jE1d;ri1?NHNYOkv-4UqY+piJI2tSlB~+@|QQ6s$W= zYpRgf$ErP#(MQLo{u5^wUegXHFrt61dA7+MRjlWyFbFQgmx6#tVyeL55=VqzOj|Z# zVR?!l7PV_w<*y|kB>=AE7U#)a~sTBb;!k(q1XI-?!CtF2#QmRn?FRAA-*!>|G@MYWzo3)sKa0WkQ{w9 zx%%|0His0bBTHk(0k4%_rl1iy_|sDr=L1O@BR(hm0qy~Sm$zk3RFy4cL~2A4!r?;x zv}G>Jnu>XQK4xtxS6p%yalQjSYKxqVOX3S%_JyBqq8v4EC?^TTK@FzE)NFw9mXu39CQIBi2CTR<6w)lAipNE1v;wZx<0`IYlkzeLsyG+$+ms=cV%xIN3q_p}_1^2`LkI z?q+{+H*#D%T+jB4&hwsMK}T8XJ4&zkx=diW*9qge_irzV4x^qpg|=-6?{OGju6(#y zA7~?nTM(LhhK-da1rBozx*BJ9wL}%{y4!`?2b?9J!q*fS8g|?pE4ZLcqJ*3KR{dhg_#zTjj&c%r+)*r{=ZmSxz(+>c}* zG7Rb#T*i>sx)(HVVNP-hCFeIAGNIO@u^sv{yW>5B^W_b-u6#C>lvgF(qOc4t^hwa2zI+bnxwthr?J=3!@t!FN0<`Hx1#YH{1a#GQA5^TS_a(JICaz5v zGH#9F5y-BkQ4GpBir*?vzwjtqBfa?RP$r(!t-sb+XBW*RGZ#k9vat4Ll9dK`9l+?_ zb}x?M%=iyU0S2}H5spH8eO$Z>OVoYC&f~3^z76mnKkR-;YT|Is=*sg{LvXmV{vfmN zm}!ptPOOTCFH=p~SoITuU&VKhQT$i))Ao-t69W#RW8JiX+s);==TqBN#}%w9-8En% z;4hU)Zq!BrQ^dt{fXV}}gb_|iR(PwDY~KBW(iwKtLE#zmjy_uLT=I1D{&JYrx}ikj z+V(=*FLe${M76}&R_PTUldIj;vI8#8Vaa%{0OWeXfx@aXY}Oywfl!;_SCPhewOsPb;wmW)AN&#qSMb=lap^~yNeZ^M+vHeiijjgbS> z44?C7Ntj+geW^eB=PvnMO-n%bM_q#0y`kvDGPAAjr!!25e#Z2c&Tic!JIFvOD|h!{ z+wsTIJ;qxoZ_CP3JoPw|v_?M8iTq z9+lUaYmJ{oR}Z_Ix={mm5z|#O!tQ;u!Y00=CtGG$2ju4mi%?5YYfa-~RDU(i%aP}U z^3=_~q0Wf3DGv#9W=Q#q(lWl3$J2!jsocjumE_I5j8I^#HU4e7GyNl1o}1?<^W1T& z5&P-DwNN<$QS9J^?rw^f&=X2Zx6J4gkuA=}Pd8vR2L1#zTQVfRE@hW3QJY7Y9+q#p6{`XN6+_iJ&VMx!1hf2_Z>r@mF3IM&BObFWrAiRpmlzE zP5(ltw+i=AhV}J#Lnd}bCT}dIa-OpzplW@`hl11qFPwMg4%{fE=2ss(c}7mAwv$zK zc*(;Va2;vD3vJ7(Yu9&9D0a=p7I_%B0iEO7mMYoe64@ny-h|WyWp+PrLQr|q0op}Ck)Pd}Iilo?r zf?Ckz?A3%aeUh|?%T8IPO#P$%>noV+2TsHFD$CaoUW8=jf)x56maFlJG66s%0=6gJ z3M>jF)9^2*q!={Q=pNH~2^lRMzQ*23L&DP~yrf&s$)~|G;?EvWhOlzgH*qML#(bJs z-6p}FHG)sHY|e)QXsZp5fyCTI&?-3yj-n`?T(XLeHcUP*(+QpxqxAXV0buMw4=2tf`ibd}TbiIDmT&pRQgn0>2N>JYt z?FWh$=^ehV`44Gy1z1AbQ6-x1XlZ{7z}sizE(! zh1?o!p6S|ffDyGw=3CPCGFm%a=Fz%Il)TyK0+wD@OnE)Abpr6>`h80%!0N<1a6u_N zAP(W0!+#>2X*;5!!$g?y_?5$iQUmz@%Swoj$# z$yDVzkATI%xzue4rps+v(zN@>3At@jD`wpkg)O3_V(w?uTo1W#NNGAtC*axA%`yz^ ztvtIP$mS)RArC{zmE=ku0Wy;2+UlOam&zG`v5vMIhvRUiVE*k%1a|7^=Yv>h7*dkj>%alba2ZapRrU(%d)e9t+HxPcVuV z!BkR{U?Hkf{fvM~e^GS{hV)>8=?0MK#^@z-)G(iX8rqpqjmOK|f0v*ZL&Z!d8Uey8 zC-QZ-Q!ahK+L0Pv{5Cc(-%v;w?wvPMPu;L;vTDfHc_K`ZoOw&>{quYnqti7Hl}obn znq-#C;g}6%-uKo7UyB4SkPE1H7bCMEAB1wq7}3khDmEhTj89YJr2Uk?%`#Mf<$`{{ z4KTz+bx6!f+z%fG^xg*93^P4CbBplE^W>>68jI90^-o<@;4PuqRB7LbLoZ^1eAw>> zb(E=`dHV?K4q<@BjbEA@V>M=c8>23yInW5DXMr!RMjgk0z_yJESa=zNKyX`J@WPYN zoumac$Mv+^>}t~pxTa{=u=%9*Jx(eEPJGCyTQpe~zZ1AH#0YqIGw%fzGLAM`(qJ|) zkrak`9IEj0i;@DGIMHLTE)5dZfHsfiP7aZ2d4{r^G~C49*yb8}Lpt8kzIAxIu5Gt? zNshgoS!_j45v;64Ga3&kV`}o4*qlGqSk`WR>d%S4FzCfOl-b2{_0dTLe9Jx3t}Wf_ zkh|MvZ&@P3Uc=|)q^*QaO`olrYkfa=x6XnKGN(2xn`H`4cM6ex*(T1tZ;&~*6|+Lg z8C!U)98Uv~d_zhS*<{1dDj3GKW0p5!4S88s&ZV~vd#!8qRe*TjO$IQfuMa!5D_#f` z005qt{0yCaF;n_Xv&Flg@RPXG@BFF`vk#OiYcyu;kkG!aq2r4??lbQyg*5PHR0f;L zP}zZ!fAFE^Hsyp%?a6Uf(8-YTqBC+AZaVi@EMZECd+Y;JVmCMU8Z$QwHa0KGdm-Cv zixZEbznX$w;UxnzQUEvoNo~FzC`{`z=C8I2Q{l~CRG=MRk?Wf}x`X5xT=)|)glIw|4?Yue*@nemr z;LI0#yk~Yv=SItp6LE;;eLJ3qV^tZ(OyW5gPo8?QmP5`+*BV~+dMBAS)Sh#`zXWdk z@=_FiML?C=+1|XLMVy?)F-IBRmjHm~YgE+k8o&N5FDz6&ZG6kQ)5KyVnk;wOm$)V4 z5H*i;InbU9;h-6vNmJ<>{a}s7UcWHZxur!b;QCrG??K+ls3Qi+6FZN-FT|zw;_03f zGu6y=EC-wRd#v*E2_Tl_!elgaIS~~j@9cS8u97FHMN7b`>@?3TS=ZPBByoxKcx*E* zKg-sLe{SbN7Cc=mRa&*3PrJ}3(dO<|Ct~{U+~#H=4L0CyvMr*&*cEPBWw;;+0(+-=d=by`7EW0;QF`v-a&A2L9mp;XUm>1GLN zjPNlE9u{PQ2^i+HehZKzDY)|ZQnZ6j&M-t#|?+MzM3v|iPReFo#BW)z?pMOkht9}9`OrXY=G}4N6$mBf&VOe)s zus_4=2Q!w(D(cY(ABOSUtFe98p};A13#{7g;i!hT^KzN0fQCHFFEjeDrvmZYnS{C$ zqWa2*B(ypK_eIJ7NyL&qXZRd5*DWvyg|JbfFGci%%hE#%R@OaI5{ zfaidBQm%8Ud&OSjTAH3R>u-(r+ExaFCY1J5v4phO#b<62nTpl*o*&cq2Z>2>0svMs z`kdg~W@iA*`Wx?K_6|sA_BPplp49Ns1a19z>%R(5=$q|&??uIVr=E7_s)we@N%sv> zXG#F68#I%I#$67;g*M*^vz@?$Ue)dW_sl#hsXi-X)!VZA|Ft{wZxHw2s+s#V)r;&>?2p|I*)OC8DliLn+4vu;YzB}=;JsaOfcf!V1i>1 zV6re@U@sq{XH8Mb?~gP9;b!X3M79qXQt6{EG?mFIe*)wuIKFlT8)BYyRuIn7E}#g@_1y`? z+^!m~XZJVMlhZPu)Yh?wc8{}F2>z2hogcA1(Ry9410wI}^a0gIecjvWU|6YwgUbn_ zH3UA`*NOkZ5XXv4j<@Xm52v*Uyp9sbkE19{&OXP4xi|&q%=pe-=G=poRn@AHf9&7_ zyT|~@zXH*zkB)`O=(CPL#3r%HRL{F1lBtmHIR4Se_sbXS%2<%4kKc1&yG}jg&%=0z zXI>hzzO?LEsd^C-cIJM5VLzn=hCfTTMK_FqRYlo+tzJ3??ssnX*z|c0F5KBW`j5pY zXV>OjFE7N!FDi{r>{CRy+m{0F!*EAG(Qy|G{xc6CMSU6^*AAgYJ}2sjM}bJ*|ABZ3 zLO9VrqAk4@lR9ktVl9=dGOt!|WsxdsWjHI&r*NTXA4o8 z9p4%%QtKCW6+O0ij<#joMujn96XD_{+@e_IyMK)f<*IpYl#{;k>yHK9fH3e{VcF%Y zF!oUVQ06QpD^?CsW7*u``;Xw}h*BQ?<6mLO5d>CENO!wPkgu z7*VnyB2tOk9L}fBbckq^L&+%Kj&b3mr-}#t#8^?FBYZ~Uus5KoJ#Kdfg7R-&4WEAs z03bN35#y+ps>@v3@3YuX0o?lE83BgEkCp|!RSpy|ohY>-?9SBqLUO%EMuq!JS2kNA z=I_fU*9}Ir22;u#cvJLKOW(>>u;OIJ)jT!QZ!In;d{PS*Ri`qaBn$csbpuzG8v&|E z+>9SN8wFPMV)z;e8E;Q@S_n({Pr#MhLv3Z}a!Q1P48{n4r5;43g&)g&0m9oO)Lr_g zBL69zFXtxCYYzpq_UD^NiSf#q5HmS11IC1Hr?F>_#^ra?%gmMlrUPc;z_Bk@;RjQRx*o0y>ww@F53yn;QJcc315jEf=tF2bj-wCy(Q1lb))R!|i zp|_hQ!pBUt*KWj9!^ZrX9gvOY_1UK;uD>M4S8Y_76YS_+M6u48Bi7OKPA9B=43*K- zG}LjEe$%x<{Q`+s_~*Y$PZAF2&84yM)yTiLe*?z6?zLpNM(m5NTTy2B zt5i!%xMOw)(D>A^ixZRt6V#^0HA=@pRy2OQD6;BNJ`QXAe6?QQ(eIXaYd=TNPcEi= zBJc=D89CY(X&)UM^hUYURvAiO@{<`AP2VXwq*X7WlE@Z>gDuVd8+<$D?j=!&^D!;c zbbzrojet!m_q{o~xxwCsk;!M3=JH<&#_Jt9CA5hWp{u(hGS(gUZRBxU#-daXz7gXz zcJf7M!C0dM68pJmZWN|O8aE7>xfHNCzjEZgCXN*T zb#ckQpVbHXC6+I0KXnB2K;DpkS=SX3)m0u+93upAb!*&4wG`XcqJ^F$z1|ACkX^K1 zIY8P(HBg7B`l;D2a$JzNDYbohf1z@#zEudd6PNdan9fhwx^LA!8bq0(P2&%k2n1;# zz-!E9NJX=GwrRr;%mO&!N)g^lRJO#aC)I9yam$Wc^MxGBObL|1Cj>S9IFN$UF#>JS0>depMH z*$OXyY$v!oD8{E0wqeM3r>c6iTy<-U!7*(8iuLlw=nsCMci#7?g!PpY-V7{8GXflc z&s{l@1RICFro90Q)SZm)J26KJ*Ab=xBZ7IyVQ-urUau!_1=ADg;zbY3DaNjk&EB{9 zaNX+;Y`6#bx5)UX}@(m+faO#c%EdH_rR^z z3-N7q#0|^ZSqlzEoA)Gj8}CjNk|25W)kMsLw~5U%E=QLHDvoQmY0m-1mQ284Y}!2c zhv-Y!zF(6{xPImt-0l5X%l-g#n{EbHn{rvyS?`_R{y?BtWnaTlgZE~%EpenN)+Rl~*ff+m#T9sS+6*9xiq4-PVjjv&c?+3Vcjp-;4H z(8n9=B&LF?39Wf6GJYEb_bvHJac){M+Loz>78KF}fF19^NRG*)Q?4 zCm-o~-|MaUH4R!luVGKG62C3^WDCnRrWjg9<&*pO@}op&yys4GcB<(c&DHKOmPOm1 zU0l*fIhv7gOla_!EyvPNf(V((`IU}(YZt{86-dKg{+00pj*HqK52i1|uI{>Q$jhvE zT-}=QWn>vAcj$b0P8zV|{j{NWRC11Q)22F5BUd!N2b>S$tv*hT%cv6&aws90kLTY} z^nDnmfH1P-i@(S1l9>*50L894A-YiAuV@_)W-rZn8{4EIOjRSXK#yOPp zF5xWY91oO2&O*pKgc@V3y)c@_&ZTaMOdfth_tJvn8<>KScK`MYL+$a1l2Za3(+v=z zDWyr!@BiZMyQ7-ix;}%5C{;zI38-8^K$=wPh=BAOA{|9~FQGR6#$j@(ibiZba6*H8rm+@h0y_&u=@Hi91XfX(gWQ6)0L+;>@XiH;^Z+Y( zJyktt683X-ZU{3g{y8~XH4)fg*#~=QSHK3Sdmod*lY8oqKJ1giW-Zohcke={F#R!r z15>x&{Q`)f`krY-@3l=DFjc~eZh?r4cjt~f=1SD}j7kfyjc?}FDGxk0)|#clGNz9W zq=qV<_T1KDAHPjUH?ASt{r+buSl^2MF5`!Yy}PIYzDi1F5GO>NG* z4fwd}*3F(LzS*{%7xAdAlwR!nz7MR@un;iG{7R&zY*T{ zG!Inu;MmyE=gMi@f+d-J)Q7QpmuTPg9N#bC_%xqMO|7rDWM2(wnU-~5S+D2EB%M(^ zc<8-vHf=IIG}|dM?=mzF5}21stFUhXqu?kg3#s&YjQtfdK#SJry*^yg_NZ|{@ZnH7 z;w*vv{6K*NsQ3C&^lH%;*ZfL~FIV~*T+I8+%xcOwhc$&Bn|$cOfOSg1(8{f>_@CTG zzH@XNXTwPS%0ji}60>fpCeUHdETptA3Lh}=jDpDZ+&YK$V-TV8dBa;ifx(t^YlNi~ zhKbjf9ERKIulQwF(+e(iK9OsAu`jl)$vWOiWOoYP4)`gK73F)v@Ac?Sm{010-JW+- z(HVFAMk_l4GK~>ORCYu9vf!wbiJo2M#}GuMa$Nrt_5@+^HcQpgAT z#<`|Dn$XX?a~wLDt&Dm$e><>y_1@W;vg}U8WngBo+6SB{OB1G!s@1C=Ew$b^Muqv@ zW?lk*Q(&ZoY*s8x@PtW4P%Hlrh2k}331!sTy#L$i})X`M) z4e!b30-n1k@5XniuhOhRe@+ApHJm>U_W#KC-C<~g0>c&*gX93jJUyw7Bmy91OKw;| z`L+F%@D`P#k4P@4AWpZpXof%PQZ4m_yy5Edi4_qp_NM}rMLh4||1&@^%4Pi84@_UsV{l>WkCk)T2iPRO4Y4YVx9so90E|(cbHCWQRq5iUA6CU2 z`d@S5Cx`C`{*(hlLb<{f4PFKWj7-o!e>#G#cx29dnqW@d?Kzl#NX~kcsO_`=IFv}b z%9a)6J>K!=oacxN=iabG}rvEEOe zn_R0{{;6~fxWCD_=Y!+ER!Wd*B3K^dsnUN^M*|T$B_rk$f*Fc}LVBG2aj=LU#splo zrD_nkZsS^GCTJv>5`NDW8M2>_n-6vja;arz;5X#W3niH^xJl%b0)%#Y^VRA^_9=4u=slAs!k9(gihx)52T>C*hVVTsc{3uYpXpKUfwWp>8e3&h>Xt_m{tfbk zF#XZIBYAw>u5!XC(H?vau{a$J8CVJOuz3wnFDAT>n--J(OWG=#SqChikpNaQ|g}wpAu>W^?(@d<%an6#{N4% zj|MOyeG(F#=?2-@Zvo%OkmDiWy$j;r`EO4JtZy>Yqcjsfebvq{3hMXa{*LJ%EO}GQh#|Zqdn}32PNJ@#zglGx2_4iUp6Vd#&cO z`UnoG<-j*Yil*YbrrJckgEyBx;mjeAodN%e1!m$ z-gye;X}Wkj_?uZqsZ7E*b2_E^$-D#Ke#l`NlX?by&s8e`y2BoI{9kxbB<;k!t5#rX z2NM#zhqTSx^n{;-Z_8~WM-Ld(WvYuWtXEP(i#IrtON4z9#5TcN{Q{LkP8LTP10;u@ z&%?us4oQ)Xz#y-jz|#j)FRsjp#(#UBcw-ZyN-QPMbbzQI<`S(u-~-ed$Dqd}`@7hK zUmY03K-gmZZGPgu_4+Wb| z9#29@0G-zlj{sr1olcwI>>gffiCO&@W0LU--MAR$gqX96+fgc16L%3+CG>L!iTBUf zF}26BI8NIA@*dUQ_=n+2m2hqQCh@2b00?ChRKD{4y83rxWcfefN?jeiM8F?-D&~uDBDmC{!ZF)D_bgY!$l*!Wm&HiKl*X z)x%B4s+xmh4~=Yn2AMBIeRFzS;ex!-qjD*&gA##Jxuk;9XmS6|U9-v4=bv^D>o;|@ z{mHSFu_%e0(aO`x{dSRlh^V|qv1Onh)<-3N(kWYaH)xeHQpc7D8yUw!u>LKamUmBs zF1v>{b0Lo3Rv-N^e$)e)dOg`-yW2uZEZ@z<#vLX^8i5qZ9{{Yk%K;w$#6oIoXg$}JnMD3HMct>WgRE*;o4<ar4TVJPb1UKNufv$hX6?YIriOu5$7Fc^J`h_zKRU zB*vr?HvD;tYIL+wFSl7b@nl%YH+D({!j-A5rNb5+mdt0R||`)^zZc>qbe~&v@ieN!Uq1=-LWj{19_4>m`GKO6SdB$iREP{Qc~=TpXr~! z&VG>(CI%Kgg7R3KIt_FZd5*|2d~5T;AI9sS%Cg3g)6q3AMi~IETCxyxtaR-aWH<`G zlG#ASnG`vz4gH4G_Np%)r+5)DM)`wa-@3i?`IHMn(Dze6K`)#e>UbfCK{Ie*{!!PL zIFwVA$!4#TIr<9n1liAhWDWp)^w=vS)>&Oj28)>2Sm4Jj@qa-)rY65A_TPS*W|esE zt>y-CLU1M}BN%;4Kub}o%AZT?8v@x9Pwx-^S*7tFDxD8@jjvX!lt(mHlD($X$P z^odg06dTR7qTeUNH?};PopwbsfZlRi#-`yzuiQX^XtGf%spiAUMeY*M`BXsIFAVD> z98WR3l{wc&DRtq>RELb0SjBB}c0;6PwkP<`sxATM-%dOaj14>+)Zllm$tEEpv2uGs z*ZrVEXuzCTn7_a?0V$aWNH2D`Z0a$KQ>zt!8&LRUNeZukRo6`*nM}@`09)aHHiwP< zejnCQ20+U=2T|c#m*(Hsih7hmL~Z8Ex27dCunWxIn$4(77+d*Vj~_okl0?$BARtD9 z#|aoZz3)yttkxB?uWl>|G+7O4yw?$^4Wm>Cr4$_9zo3pH4JRR`=AXU$1~J%RaqIM^ zAB%H$IEzn=|KtEzkwt~TNdm|daX%O12$KeFR-@*|z%MMr9i!QhsMua^se}nBqdADj~SD`>&al zxb+Kv7dfXsZH+y)IFCIeNbJtC5W-s#1TEbz=Lc3E34qk$f{N<6;k<&?xQQLCTA_&iv)|lfM2_^mYFxl=yhZ%`zjsGHvOy_J4fy z7GM=^kVtIfr4qKDnV(oIwTlR!f6DP|72Z((MX7iv5?*VR4_1`Dr-Toyb~_{AO`E+i zo=}UXHTEpCY&&yz{Ye5qTe=IigpQP1+T|3_zRf+?mRGubqxTr$G@pKtPEyj+YPE{A z>!86@iwLdh+7#U&Yo!)f(j2_~7pHG_{>>rdy+VIdz%vGOsmJze$xfOiE?HGMMz0~_ zw!C@c0W{@utBuJeE6rTXxV?h3N<(Flgv3mj?t(UMK#cU5e?tLZt8oT;+7#wK!4ar6 zFOqA{)sgmTq7*k(*K%1I!73TtYMkKPs^FP`dU!e{=K`7+?FXx&yq+BRjM~u@hJP;f zWOHeD(k8)*OwW-4uIv33Et#rkRlHK*f9tqGOGnM-%H{W2#lhmI&_R3GW{KDrvBXs) zaaNp^b+_aqSx=!fTR1MAxEt;|AfB)RZHEzTXv6AUO5GxibZ5a z^kcj>Jd=Q{LmvJ=SK6{KndJQZw*Vhb#O|2_ z<K58-?8Zev-h=**mmg-at2 z*PG`zY&mT;jMFlRCnM;7_Pfe@6+Z@$F)IS#v$ouz~tf+}w z0lNursaIW134*V#E#D!-p=Ng2(BJA;^#q5ccl=FKyK!TA5+-=ZnBiX{RrVf%0jy1VX`A%;!x}o5)nD zfbv}YOX37sq&mndG0Bis$6tUyKgIjZi@CQycgU*M>)Idb*S<<6N@Yi}ri;%^&wZF? zRhdwmfBy#))XKS(6;BM~P93-cJ`+Ct$?<%3dr@(@uoM&=Y7veE2)RaHZF+0de~B1D zEn?^{S%0r8wB1=N3oKiaO|lu(#v7PR=vr4073Cfes=KIi2;4v#rD^9+maV=`b+|8t z#K$boeROC?Qo4Wu*VS@P#&52x15#7dbuvd*aoPigxH^s@;I-`%TKSPcTw|iRulCoH zO8`dI00DFT&7VI$5(jh z4?OkO zE0Ww|)%oI!MT+bXrB8uInT0k+=?^jE9rRJ)f_{1B__##lQzt2vZRHd1f(7N%@s-nu zraSye#;Y^4Hxh-K!9~2XYQ|!#_swqr7`c1>L!+XhULl=d%=r0cKXa5lLti6iPnc#~ zrvS9P8EjD6nJ{hJ63|rBe=$%q)Id4;=gadAJ?jWVptw%4fk07U2XUR&8IHhxZpE$< zp^#(^e20JcoFFGxz4x+LiQ&#!EnM>6(;*%W;2*=S4u6H*H@r6AAsVB$L}L`M-$CXq zniuH>WGlyRE6o1s54d}&?4WqZFM-)jK6jc32CpG;L&89U6_R;|leu9krfrYNkmz{~ zdE5^hKFqE}xwG#>roh@+h%tY(+=Bne?l-!CMb)9oLQwIM&eE;D*BY^nIimzhWF8$t24{^4p&#or3Wo0uvQalxD2O!^Yy;LFt=DhtSHOrxKrOJ1 zW0-Zzl%jgC;+s%zVzwTqM5A9g;AJwICVhrpqvb|@Ej-z>QAU_+!lQ3si(T9UIHy|V zO8UfTY5Qo#*UGH!ti=>p(4|&Oz*4VFen>eG=w=H!Yh62sVqu6}r78yArL}E!2l)md z|JX4upPrI{@(4LRVr|6F>{=|d76I2&f}wj=MDA1aVoo=3VJ`}=&~dXPru+aa=%(+0 z_8dhTe;JV`ud%zFzqgNH3kJcq)Su~^d8e+073#RAn1U8>Ca!5Mt$VG*gRr-BgE~e zGHHvL`PN_>C0Y`6vX`~@w=>5xHO*I`-g}I$km*`Q^m~e4v_DF!-lXe&Jll6PmTgvO zHdT2JWL+}{e+ABo8#z@dSzSO^zC?An6hNYgb zG5muEQ*9|UE^5oJbBM`e`b8I;MG}MCdPLv-MHrKOIC`w2m{im(HZs5mQ21J1qaD*R zZlHe_^%PvRgPTk|bcV8?iQT-g&!<3ED8;U(@VS{3T^fUQn!Y)05y&c?E~WM?i-@HR zS20V&yh57Z0-pZ@&ii078xn>|tQc992sTI7I+gLfY34^+nDAN}k?gdxWOON} zoM+cBquLdQ&-lvMJ@w;2*S5;><^ip@RJV4eUB-8acMUBbH;kli;qP(n*MnM~#)>$_ zZZb{FIKqtcn%EmQz4Ak_MyugiM+*r)XaB4V`M|?V>^8xx!51G2%P|B6bo$fhmp)&L zzLR))lKuhz{Oju+4yBRdqs%?`J{p+m7MXZJDLJRxA5fEkbom~@V_O*`x<4zwGkNy) zPBp#R%WtGy71J8oV0P;pTNqIhbf#xm%O6XtSf}(fj0~DeWcV0`I}F8mEcecR6)e-% zUA-t9RK0L79776?24qcxw#{d@pOmT`Y(8Y#^SPro@MU$37cOzRzYPQZ0?S8If zStR9}uAUP!9Nljxe{p>o4CWjRQeOPBve6%T4YIekkoP%1 zgy>3`**2AG`)g9prI$^qxafD%7H-t2@icsn=f38ui(Me?6hC=;ewH%;DmM8XA$III z3VX$@Q#3a2jI7%Rw{g#!6qJHV6KjJJu0ph{d+M^n!b+5u0j3x(|5?TwwYiBBR@yX5 zQO7Pp*pQ2KexIQ8*!?~JZxr^c_C4om%s-Dkbj`!LkoLV2$Y7}^#oAau1#+BNO~q() zf8*X;9z5JrHhpY}{oL8W{4oE7V021Yc{)M5;j5E>z)!^(I(srW=nk@9N*ml?A_Ztk z=kn8zu4PyDr3bp~X<&}HmS@1vil^p`Y}vh@#E#AFnA10g z^L!pt+6S1)%h>Vlrhu|Zn+t_bo2^0KSSpHQ(=QhJB}OF&W%d>bH1dlDo`i*9Q@%?B7eiS@Q12N{ATW+xi)XL-#7w{Q%Ek0w*jrlTHZX ze0n>d1^km%m#6^mq)?dXW9A{3@Uc5CAx*^_Z7Y~hh1iTjX1_EaLrG{ZOnW{;0x&;) z3K4FX{4;B`zGTM&+|(LciGSSuj8e9iuNyw@hf@d3X%w!ge;EE2Tr>N%^ygEk&V&6B zSHUbd&1}nC+y2?x3<`k>xl^7i#V2T%>Qljv?mz)!N-i>^U~1hB**ti&U&co1lr7#R zYb8#*#?;p${cF7-ZlKxDb{&$Z!)G^QMV)cpbP(){619lxL%I+Q2z1mCv2*Wr<}W|T zhjPtLb3ikRx1`U&aUx4yZSZ5L`dqo#+oK*C%J!lvW36d;$)fCpV(n#Wn(1oc3zqED z;rgo42B}%#$#j)3CRB5jua)7gcdV03;a6KWc7VNp>0;-dAyYvX9BJ2?{9_4mQAWYq z<`0h#-|R5?6KbQJ+%xS0KpjkOEXq-tWjBO{XTdBwoog&}`_9l0i#M&|OTH}C$GR=6 z+q%qz!{Eied1c6l&|qLczg?;8R2MA?g$YzP8%mfar6uW6st#5F0PbvN zjC6}VIKlmnYsITJeL+mOw%fEt2Jok?w%VV7J5Et;2dlV`Q^6z^OpJUI9P_GaeATDZ z(*^)ZYvCWhyms@CW@H`GL_;0FLk6=Yv_^h@dW03aK(@U0Bv=f4_gp>XbBf7pmKiowF3koSyeF~&9qBG1FUdLdM5@Q4 zQ#<=(K?4wK6B(DckFt8Y$3^%_CL?=FPr=7 zeh86#9?{u5*exGP8;LqaeN-6ns?Hh30X=mNwt5=CrNRkX$9uw_5G zpH~y3W!DA;x&SquCf~)TegKbaw>^xXzkJI<6w#XI4=SUw>_W0(3CH(h0-E&}d})Q7 z%0sh{>>{mM;Pcy}P_-1+@&}fuLv+=0r)R`um4kxiN%=oY-Me>ZnTZ)@(V532{DHlK z16k~?{bCkfw_)1l(s%DjOLS2I!a!!>S7^t-BGZq<3U_NNRM=hE%R)Y6oV=W7V{q}9 z|2h2>ExK0~{Mm8XCZ6P>UEP~IUNfGtG8?DDhTnH0NOEV^zKjH-Aq{R3Dg{x+atP;Y z*9?5Q(RqbRa6E%XtsuOMiiYz=_*U8@)#99~q*sJbT)eIx6=EniD~310p%2HJN!B-} zCcl92gDs6;JKTVft*Flpl;DrRXMsbZ8w@!T&v^94V~fP%X#tlv9w{U+z(#*|F;~0I z5E|}b{PDp~5Fpic$urQBP3H$E=gQj%QL%PRFA211)dO#K4uY~+hmO^BvHO@M=CXM1 z#`frsBH)?{!zsl$%kw^TaVw|5%y}lOx^)MIO`rT{9;7LR3V9eGkhH>_(}SBVHTN|p z6lZy$O}!og09fPG5`g$@VyQ5dndPO({*zZ||o0(}QpY#jJI`BR{Bgf}U z$mhc{Kr)9@xaY@0$hfQGYMJ;|DtACGXDRKpB6h8B$7J*Po+&zt1=ev#zK399Q3KZ^Q#aRq=02}f>@Q8= zvUCYOW)pe&g^lnclFhjMiF6ZInFUx2PP=_psclRcowaYta%xZ-rjv3jGd6x6@NP@&hNBuWKH&tY9SrSP%K8 z0Ga=uNzyD0UjlD#CrFLhHyN42zU?|yST(Hx*}*gWH6C$#X1L4ssvfm*6;hhDR}Z=P zj2>`6pGXj2l94(UbYNsKH}i}eBR5M7p*D9$6p-8Y?m1bx`7%pLNKlc#!|`OTV;#^b(ZpUHhEg9sSNV_AKPiSFLL_vQ>{ts zogq$_RD3f}l9R8tzKHx4vakbw+o#c$4Ec_OEl>D82=5AfPM6Xjg=RRJ&0NlxGyKZQ zW8PFNavS+z`TU9TkDegQE$+DCFN^%$Cq4?QZwt4KkcHE9;mD=qnQC| z&dW?AE)bb5*CjDtH4ecNbR5SulcU~7#`Yk$0*wrLfl~8ON(eoUn=-R%k zeCA_nKS3-Ai!(P#V8b}~n1#Xv-cp4Xig{20OkSe15hq5l%jTXt9UtXx$y=Tia3}pb zj-s0ltu77b$lC*`sC9SCw}By-mng$!`GumKqIMbzTEfQZAN1hU$pQA#_^x=qgUag> zk9~BbxOI$hcuc?ZazBgrVhJM{d$RyvwUZ`WW&4FtKS|-1B37ligy`9vwdS{Lj@L4T z@1)69$-_L7Vk^+>6qW@kRkId-C@g-q%Wva~o+d<^kBF5=Pk1>CcQ#$6{@`T975bTL zHe&KAT|8}Ak*5mm5aslu4sCx5?)Ia`4Jq>n=TkIl8{{-X{rj3gnfw^p1vBKzC56*r ziz>?a;X-ZW(8JA%;SDgXaZ3v07DW@L>RM~sp2XXB&Bv)!!Pjk)i>ITGkmYF!*ks5~ z?G?=4%;mIidSozPmkBU|BAVaHCzi(k!v)ALAwo?970RZ+xHdTAKsn>}nzb{0`~hy+ zD%p774eFDkP5c@&;l zqkg4EdI$Hzs3hZ>AC74a1&vGxt^->XppyGuXT5oJm&EmpS^p`B z;)_avF5Jf*eL2zWDVEK$tzfgf?Hik+Jo7Hl?unv(WzT$05J+RE8Za zhCgFh$Zbd`@SC9SNDNCP!*-bD5JE=>e}ImhYLd6Ii^u{r;hj;0$-HXKOTRk%t6evr zR3$5CLKX1u&6+*e_q)wfGD5fI5xmOa5PK})U*H&z+80W6QwaiN52ABmmLg_^pSwa>rVZXY?e63G-X67 z+x|Hvt4Fz?>Il-(%@i&!JAInO%OP2c6<2gB7`6Y?se$QyixHS#|D!Y3T5M7}wC?TO zX}$b0J6b~r?N5gXbe$nfO6FJJ{}!aT5QDPMA)Yr~PScq406Mh!BD$Z(j7w>US073@ znNHsnQ7K`JUh=|n>i1pz&`MN?h}IWq=GSL5?LGWUbA}r>O+GKsRmvhXCx3#qG8ZP% zM|Q8Rm`+c2Ez}@u0h3YMouMgaL7&Iy5s-%d4e)M>!AH42{+S+k8goBI?hbRd5=GEq zg=e_^?FE3O5mN~y=0k8#=}#?iBtpDO-4`CsHF3|yEZ~>f38F6KPgrS8kx14`FfuZn zcwIIj5b&|Oy_8oR#-3duHrBwBm>-1I&>1+%ZDCTVZe069iSGw_58GVq>zwTNBuKfO z{X3=nmlWU~pC8I6QK={+?dyH_82}ltopTy1hlbkG9Op4OS&86#p5jP(HTd?^|@$U+=eOCxh0_t?jjwMt3Ku9F}TnYp3K* zUsMXuPUbHBQ=_zxqxiA zt5}p@`BWwe(IpOPd0sP;%HS4z>a^unXHP6d{7<`U@>Bqzon1Vchr;Ip)17O~x3bqX zQ&+1aYTD*|XB$g5ET#mYXFWndoswOn-N__G8@=63G_bSUzq|6=@->v`ac$-SWQ68F zcb#`PZ@7}UL_v3m?yCoZx#lFB)t*KcU&MmDig=-Fhj5Rv3TC`nwT3KcYOn9ZW3FU~QW}Y_sDIk3ay#jK-Tt@S0W{rN`fx-i2All#^NgdR z`O7&o$%RB2z|DG%RL+u884jgkXzLOD zq2`qU%N*kUhpN7o;NL<~5UqdU*%$}x6y*syQNfyuDSANAag|yolF;%W@ZNF>F|@2r zwtBo#v3OUr&6OtNRz3E$>+SPKeM}WOa}T$_oBW`x(g!81eaOd(zOTAozq`&gk9MY9 z`1|W~M4MSslMj4*Ad`2LZ6-g-Vd&e~{4g`Wy)n@_pe7ACHdVL%J&@-N8v5nl;q?WDGqomOhsj(A4wx;I5 zg4eH^UeS@x_@7J(0b)O+-H*HOMAS}Sb6hPFwJ&}V?F(9~d1Yqd zW%}VOC&>%f`ddLh$CP2D1M`xUXg-;>m_-w}P->cThOo@x_5)?&gbagKMOD68NlX?I% z*q8M-q9)R!(fe!~?3bV)$bF<`nrVBbM#Ru?DZ@4v9|#V=c;3QQ(p{$xpY744hTEp{ z=gth5RKu*yre?){-=QQe(HRd)bgBS%+@bVKtt=DJhdOP}e$HF*=kpK4GsqDqt#@N)I;MQ|n-QmnFSn$e&lc|f?@luXKeCY4y^LHO{yKD% z2Oe0j-X|pCp7t}%D8DS{j&*(J{IWVsdnEUj!wa<}u}&EMK9`%mW2->p5PEX%5vGQT zd5Ra`USH?-yUXh&Hz>n=-R59KBY=5Q3j!T4>fL(J>*AV!tPJT>+nv+SHfDXuJsykK zj@J-0bZM9|k~%N1&kjv>zS2Hh5t2ZcL|1>ZtvXmf^A1ee7TWr4v4^WrAos@VI` zWbr7+$Sf`(X7POCcIn6*yBgY|pRipjk^4M_YSICBsu|ZfQ#_h%$v@c879ob* zcEw*znFgG-qVXQM9g~xm*ajJ^_5K?EK?2KHo_N85akmEBpgN(|>l z7}zVzl(cxyVj+QwH*MOJImm2Gc3iNYER#GOB*I_kwPsGTw2$KW^~#>eY-O+740wI> zLM=vEQa*vg#$;i#U1JchnbsVnmM1DN(`$Uh%RD6h{VLv^S(;nNz>IsSDz;_)UxHp` zAsX}5_3BxZCbs6%kFAmfJoOu4G~>gfeov185}D^5BWm?h1mjq3a@5}28XC7S6Ig-{ zex$hn66o0=SyfQiGPihZ{mV^Eo3W$u6WwBD;1j#H^}dc1NT~ZWm&ippY3%8XBj=jt zfbOF}rC3=JIYrhS>3vq5#A+3S-spMWo1+z_Y26p=3uy2~3>qQP|FGAYJpF2A292f3 zz4^1WRmWIxS#KA27lq5&M633pMEc}~#WL#qwd_q|5Wfr35ht<}?ROz`6kUbX_&5^k zneD-zwY@#=*M~Nt2Ybn0sLU1dpepaNE3FEroT}1zlDqA`bztqYo7&tC+=OPYdPC38 zxTUT77|l!akdIJ<3-Ev@Q;iD*jnUA9r66b6Xd$?>PgnkmNA-}B`WA^4P**Vi)uO@ju2U+g5#p=sF zIU{5dJ^P~?+7Dc_>H1~R#|{nYb$Q!wp1j36C9TtZSDA4kbIcxao{7--`rb$P)}x;; z%A78$Xz#msq*^NbCuU3xinvfou#-Uqt;m`2WFJj!(7osHDCTvOnnR~beESrN4*h1P z=cdaLbMX=n^$P52%etD|t{k~flt}a{jQaH^$ceG7p856VaBwq<=HxW5X5(eXub+Dy z(%QK+0|u`>Kh2rgGf}K1B{c=**X*5v=eoMF2Q>+$>)Gf^KSIxZD|29n6;ve7W`-qD ztVW3}6Mil)CB&X14=?WtHx}D8d}<1t5o^Zx?l~ijWM-9=wY>i>0U^mwG-&3{*5uU~ z%$hA5Uc8aQ!^R?Q@tCnnF48_&rp-g!t0tzU8f^SNPv+;Z*YG^ZbWkz4VC~1*t z&4ZEcj}KNxWLx6hFI^V->TeEW+=E_UbGqv-X2EBwkaG{YA!~JG89a$024G5lzcxH^bubEpmKsIwKzd){OA&IYyOahgn)Z1ao}gaRA)0t#fv5qsSr0!FgfOuG~XEEj6Js( z4h%6srsx%BZqjaQ%mij*i-*BCC2(VBdMm=r!%^N}le;<}hu+meH%x*}S38d+&OHoD zj6cKZHkmJy1tlyR(W%1(6VLcs6tJ_Mf}S;DC0$>Xdl&}a)d z-%7#s9bC1eOS26GcHbRlEdO))yG8i7vqmjW=j98w7s6qEp}4--q@aR+C*+_V?(zH7olrNP4Hb~6`K z*JjzvEqVXf1tX08ug^HgXbq*b`RqYk0wtwx-qLD;velpckQmWtyLwCI^up_`kAZ2~TAp3UDXHpOnn|fxVD!l-q zZ#Kf*ETQ+Rl%0jmF}7&kSzBIj_&Ml3ho$ws5-+$}x28Hei)n80ZLRG9=sMI?8xioXlaPdUlR4pESv7GrEyIWj}wYv)5N) z%icTKsED<4g5Dm;k+Kdu0g+1Givz|^qzfxgrG+^Tth{lIb)qc$j;}_;`J#ebzrwI( zkD1&TA=~s@)aoS-HQ6pR8Lr#Pz&LR&HLrtNt zT{g{oyo-zm$~=Plgo0=2JFRc8vSdiLRhebU@(VwOH%i~C4NbIeYVHXMzNqFL-T7Pp zUH_&3g!x8d_F}u7X3n$SLh2~2wwvo3G3uNiD_Y!C)CVEaCO$A$m2uaODZd0#)oc^*M zRUIa7Di#O{2!2s+IlsZWRQrDZ*cqRbufYa>viN|JwC)F_3y@7AH}^a-`*HSwaLfby zoT*3I?$ZwPn{PDLaI1_LH>Y2JsWJ<9GqD1eu_n(zLmghaX~owvf4MYH73>((wK%qu z{^)6d#N4zUba+L&ooo7@UQ{5}l9&x@rlAJO=daLnxqJ$QFfZe-vJ&q22?f|WCa zq0PnJ+dh02GjuVl`+vS#Jx{}SFG11fdvh!BIngk&+6eepofg->2X2J4-g z4Ed`+yg~*zaPd#VOWt775xtiu5B}vY-is%`^Qhunj^0M$!t1+_7;x7w~v8%GHvva}T$ZH4Eaw>r@^t-HGbdqzI{UXDvjw z{Mm54^Cs^j{g%Z}gE^-ynUWI%=qV98Y4&WBO?lU#>e#fM?RqleRE4gSbwZe?95rYGzVF#a*m6t%krNUTq zjLAFRMcNElxXXnjRM-Mdrm00`f|9cYzJ_L+>XJ+^jIdUe4eX=Rpkw~=PH2Ep{H%0Tm-LWWI zqU%Jm@TOT(P0ek1Sj`CLr){I`?t024lShqDCK66J!;bFDE}M6yw9m+ycYnuFS9VUpfruJcE&{0;`x)!*y_`8LD)s4V5cPau4*#2q~Xz6^58zc&^6O+eRw$bVe?~ZE=_`>9U zE@{E+O94KU6&d&3Y?~jqqPy$CnYwV_N}xY;+=S~%Z#G(hzX;&kZ8v36%a@_bS<>bm zNVD`mxO>Z}xSFPI6oMrLCqRO02p-%mxVyW{;LhL@G-$Bk?(Xgu+y@^dxCi%dc%CQs zeZT9x>zsAYdVien+dr7KHhcDTS65Y6UsrXt17+dmY3=#gYgTyYXXDM*lUeMO^F>0; zg@?(Xctop(RF4Ay$&)tChPE$6$vdE;nWy=cm-4wU=E}3l4TLfWm^zo5X=|OhwYH