From 121f09d697c1881f9e9b8fa19f34965c8a6b960e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Fri, 28 Mar 2025 18:37:12 +0100 Subject: [PATCH 01/10] 1. ukazkova zapoctova pisemka --- skripta.pdf | Bin 252022 -> 265455 bytes skripta.tex | 6 +++- ukazkove-pisemky.tex | 67 +++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 72 insertions(+), 1 deletion(-) create mode 100644 ukazkove-pisemky.tex diff --git a/skripta.pdf b/skripta.pdf index 5179bc34370ffd180ef3ef9b446b1c0f09e89664..dae18b1df7b27aee84559b626561b97e77b9c9ca 100644 GIT binary patch delta 74618 zcmZ6yV{qV2&^;R4wr$%^Hnwfs$uHb+V<#J9W81cE+sVes=Ks7GRqwqYy5~%Pny#6u z>2s#%xeoa@6D24Nv$k`{Pq!T+6u1A%h_j?1B%ubY$5WlEo4gDQS*6OG<2 zoH!~zw*T(jM|@d@>C0wy$y0}C;)<7E&4?avE~2c~lGP`v&vS{%gsVkJOJ&608hNcI zyvqbO&C`0kpCSgGj4Whn0)i3<0NzD-G91($%nMBat0rX{_Yd-^`j zS$?uiH@sot=Fd~gm<;lav0ot2K5DW|>}0a6SaI#;fHJjU7`BiY`WWl|@I}rza>$8?)<6Rah9? z5Gt>tmb{Fu7PQCsWf#zmcOc-^N!5-o|@>^u*(Ea9l>iQeuod;{GQ zNnnFkOkA*dgy|#J;7Dhj(?e^VBLIuV4*$15`cEvdtd&enpFyWP;3a1;j`d+c+8fuS zZoL1rh2nAuJrT5Idpx%7-ZTskBUiKWCvAnO~G( z&e7^e9xi6ec~=z+>hA3%V$=|DeV|r2RkA*yE;MSxQkQS~qx5zpq(d%CzQQ_15))HS zLI^21somz6B>CNaBNfFrUc}qrsW&^l!eYIESDySn3N>n4wBej-Y^{!%Mnp_&3IYyo zSY41Gr>^+DuMpOR<+3gKM!8iWL=scKE`?S!Ry-Fp~5#})Ob5jDo_lKaRvht@$ z+y}%p*Gr9sBONg@nWSPRUNIESdzWvyT+re0KkIsg`8*_V=E@on0diKG`&jCoh?|lq z@&q3`q2;0yX6ivFp)36_u&T_uu)etyqB((J< zfR?w5@SPu?U@2PL+#%z$ZP(Pe~ulLBr!4(?noAO3FI@MG)*Vf#mHq z_P~N$<_nkJ@4P?!!z5*ioEZhzs`^9QX4P89#Z8TK0P50xbR1fZ%UK%`6=@;F=dd78 zm|M`}tV4Zm3vHYg655dDOI<66CRbRMl6DiB*+(sF82_X@UF8VJHO@+g@}!skLezSd z$9&5Z{5u~H5x@~4WCuAlb|E-dhM5C%c}^7GBt>^+p!n%nsLbsL{kK0ijQt3@YgtCd zWZ3-0VPhs&beBXp4h9d%1yw9^uHTWFBZz1+rpeQGzLnQZ@KFA7+2MK8F@`Ux&ZT|kmOUBwliRIP!n|0wm zz`rR*{_SiY1DYF}_Lp@QGnO-+OVaDYa)L6(uS;eR@%UJ0ns;Gfqz87S=da7Y!<=wF z-vYAJE8BkLS@dFAd&mVGY;`>9Oim5Csrva<{FswCM-T3H*s5d0alEF{pnHys$tRYN zSSMv%&lpjamtV^jRjZyOX-6u8&R9;++5Fztvd^TU#A<`IyKI(w1d-9~oVX8k{(W?^ zEuzuMXN*Nv_)sZOO1J|N?}=E$MT@N`5D&K7?V!`1%l$ml!h@*mMJPu5!Z3EaOi^?%9Fo&cOLGj+_s>M4W^yXA!bXXwrs>6j z*PX_@5OSt9OtBVnoV0!+IEId}U?wI=Kk*rLgJA*nVxl=e4oxaR_GI`Nng>p0GwrIj z%>1!{5`+%Af&8a}`^O*0m9sxgo&{~n7K{ot?CB4V;$@xEU8Rg8C^?J=ep-zL-V12= zNwNP8c(QT7GU zIie#6D=*4ODNo*ggzseKu%9wK}E z80~6!8wnZ z{y5o+_=T`dU&)lf^tYP}sjL|f;snt8Cai$b{1QH{vxo1D}9C1n0~7l;7oDa6Sy{wJ;1%C3`tzYhq< zdrwlV$ua5#49Z~5ci(ltp;{+#Y7hSO7aS&D3SdEB*LV#(V1)Ao9z4!gc^w0fo#!FC z5VO+@!hL#9Ee`&H!l}iWn)tWvZZfLpaI;npGncPDQTNHxfSRMYv%qTBBwB9gz-zV= z_Yu=CWUBFP94GtJOzhQ6rjg_A(qHr)s9-<8a`t}wVj-JW7OrFQpUjF0)}t^~cXNVx z7)0!d-ukW+ck{T^bhE8!M?M7%qXa|7g~E#E!|}N#@UflITCi|noQqNBy#AI{gN@1% z6lU+!V>@4x8NyK>a_+v6_5HmH)&^nY-r6BtQ1?%*F=VHMpz}JE&;t{x>1#Hf#ZH|u zT;X4Z=N}Yo*xFvG$3^T!ZV#~MifOX1IacIM7){R)#w2)fa6XZ8(y#%X?ddPvM-V)+ zSa+ZlsGt*r7QZEFHKwB-x8OQ>9_*qyn{*_j~~)8 z8=lF&*wV#9BVyLwt6_^P?`?|$CQDY-^IoIC4DD43wUU$*%4{N9H(}q`QLQMvnj?an zu>_3{-Ltc32wb?|YZQQw^~+NHYrPQ|=48Sh``rV@kF5nulF7Z_mKP!%15io19`2nD z-8Co$a!GGc4~ic?MG2fCI0mS9vE#RIOyLfMYL%?_x?(Dkww-B(7>e`#1AB34{87$W zX82kJn7MeSm3NXeC>+wCbA!1$#8P4ca*s>@imfM$;_@SH?VXEeNwstqynRhWX6u zV@$H#?h7(5n+~9$mbosaAVlJd-gNS`=bJL*-X7T88pHAHT3$SnxA3`EH*C6dUdx|y zsvllpT|jVJt=W|1;f1eH`5MH!Ad6ZBjTGuP7`~S1n_B68;?N^+qgr+LB`?z#N)Jp= zY>oNUPM8d)au(n2i!}Krhx?xt-(<0S+Go`ok9!_s+3Su!=nI5ytAi zf_Ws)u|8=#I%Mj~KgdvfG(Ao6@;0|MB%cat@q>2!jd?66ybn z1YC(QgXa3$eLE{pO>a9*dw27v&9rLtIX=>`uX^*!B!>1KeYUX^CmmOKvsOcnKX@@f zUl(dYMO@#~F&x|`0}Whnl>}i(6n}6V9uhSBT5P?m+4>jQFQn2mh~UaQbRO(lI#1r> z2Y$wUgW{xaLc&=%n*Tp)(|^bb%G4H)m6t7j-vg8qVCP}~-&)kMzCt`fD{A+t)|AUB z3t>a_aJ+SM1c+x)j;S>2k+zVvS2t+LtFeft=C@F7)^x5VGw)_&(o?Vu3kUnOWwPYM zvY*EC&R0hxe`v2Kwl%grUedqy?az?if8pQ%8a^IlwuyV2JtKbPc5QaIZTj#75X8J! zNV#|8K0DoQU-t_*@9Q{JW&_o%H_y>vfsgO&$Gh9j|NNd7V|s1#OxDZRNPS^LtO{#m zfU7d8!1b}L{+KWx&iBQ~1v<@Y@BFcvrjG5_+*2rN(vI?JJ4a$b;hRgIuPb!J{XsKp>3Y#qXhK`lO+!O?GdShFOUqA~ z72)INGX5)gz{9wuZQzv(OY7GShS_i$y}RIbDo=A8qn7cetJj#<27c3{Pu_Vz+=JlR zyhQQ`&$Hv)g=NQqthDEHZUyd8al@bA?V2Zx<)#8?qe#6zF7I;^{5WwyFt*e}6ijSr zysx?A!(aD0`Qb1=$et-J_asuwqMhyIs5q%?>Pp5K+=lvEBn;+9M&JFL4i0!Ky*h1! z>Ob+GDN6M_;i-0;a38zb=BuNg7L_~g0C zvowMVpt~bBo{Ezu1i)XBY;agEPh)sYEbh{;>48m&m9%6PgUqkP( z)l!KKVvwEV8-f6#U^S08HbYx;-)#D>l}KpQ__OOk+PH=&U3lXuBw{&1|1ab$(<273 zM!#|7RBwilBqDamH$u9}fh2&@moQr7cR#zZawX8hEA3t5vqYq4>6}}K9q-A5aq2M2t^yZq{zMj^kmrviYFWQh<4f5iON{zj-z9Tr%~ z$J%7sp*a4-6fVi8qegoYb*V z#kw;kg$rB zBC4h64Q9SsObdNxH4vqFkqGjDvvk4*9lI@xq&J*L&+v_DiQa^&>7%q%D; z2cBQq;?Uvxb&&Ib`QqxW_LbStGdK;*gbcel& zG0nz7Mhxb4xD--lU-J!y(#fn5h%j z?-1Jt%aXwR`iSs`3hs#iN^wR(BuuKta$p#y2s#oX+e7kGATQp667` zM0TrHcc$POW0Z;~lg*uS>SOWlpAwc_?~8vyzfK{u&ienmYJ8&UrW$3NZKMc_tCmhV zHavQy%=&tw=z@bQL|<9K(n7pWubyAJ?{dJs0;8Awd!ch)6qWGm;z>kvT>EHX#0|6yS>~VC=-W;P| z&``+2h3|~00-}9|q7ZO_BY5`@rzJ2|2J`jkT%I73LQo{i9S+ax#TRP}9rV7=Go}RKLXMD*AYN*p3cE-#NbY@-Ts5MYca$y)0Ic+hxR* z+-&#ouWdNC^N)-mc3`FAWdY>$;FNM^X|~cgxFSwdlZTwXei+mb$vunpF)sJm^9?)n z>-=1PbPjpWSPV1o-u&oZcN2pX+@`j%aBSkBf^t~^YMQFlEOy^AwVu%KXzmzBr=1HO zzJx{Wa;jRmRFaf03n>H|iD`nj^Iz)CdyLgb=u<(X(!M2n4sfc%>Mo#thIX>=0*-OH@yBTI|VEAL+s!DSy|tc7{yQM ze$wf43@bzP!JI!hki&%&o+@$b5)ekKl(I}|VrB*-Y5cerqOzgtkc&n9N&3{iG(~af z&@_}w8bFlla%W~t&bI58hHNrzT-`XXh)={B!AEj?(nXb3B{q6D?qwa-VD)55`p;}5 zP9DXWlZqOu%;pIJnvyF!(%7}uwX2D9Os>sX{wn83^DUDS5I&a(w@SUs`Lqj7RUcG| znHm9FB+v~KX0+q~-u8rb{rAFcz3QS%Y09yMApyan=4Xhb%0VR(XbldFLYUU~_};c| zr-)kCLK&`{8e2#qo&0yU*!xmSW}4Dq$T)uGhB3sMiTKeg^Nob<$5i@$0<+YRg2~^YTD* z6rrC)Ou~j-Mla_{4l7O|%Qp?DZKHx|n}8P`!H}2w0ZXa%vcp>n8}o0<1GtsnnlbcI z23Vk77m`8XMZ1lYkT?7n?(HJP7&FN9ydfHdm5%9-*B^0~U0UQ#(H_%F|AFABx$J>g-O$>(HRaV97`mSjX##V}OGc z$AOQHVsKeJECjs`OW4li&4nm=DH{JI~uNkB0cCE zfA6*j8rXTe13i0ztlFDclGlZU2Z&LtzXM2QH#VrOzw)6nC~cnVT?!M-VRFP4dt&lF zHmLd?S-)pVoQt5Nhassz*AYb`=@7Dx#HHUf9`^tEUqt30$-kZ4fOKP5uk2X0nNn^z zMen`dAb*2@{%x!I|1q!si+FL8u#hegmu^9G?D6Y8(kUCdZ_6-^flYx;fiRb#DCqrBW6$;{R!&D6iK!*;_^kofdSiy z&hH+o$wL6APgYkn*+cL7li*0;$gbC7UT)d$w@x{1EdejPpb?d{STecrwD-ddk02nJ zw<{!PQ=RfRMCpa&5S9D}6HuL4ZA{6!BY1l}FFWmJ(b{$81dUQo@8PrBeN)PYnDJ_~L^l z4289Pe<|)l1N|trX_2B~^vKy!q62VHW8qqGzbxKA{syQRQ%epOF7HMCT);sMUC_t? z2+k;_tV=JB3(!0~7sOk6#ri7t>4Wzs=KCa|iX$ZYiZS&Te>I1IKQ^b4; zY;zdp%FTB!e`wdV=(KG9@jMgL79y0Q1^kh4aV7Ibls2ZL*I!Z*uU6E#_J!XFRDgTs zo<_7u@}z-25Rnz%9OhPqxLcP+eOA>DYYD3CUq>>?Dny;3A4NqpJ=`C;rG`j=nU`3M zCF*b=9KZ*qfc5hGJ6bTqpb4nYH_hnk4|FA?1!@sGHU&KotnDphKR{Fp4We_oT+q;6 z2$&djoL0#6A%jTbIVv!TC*iFtK{K1Dp!y5K4#54q#!eNvG6BD|w(AXSPLoEN(52Jwjg79ZiJxdC%;R9LWv|`7Y<7lobb7;6 zQAP%atxj$*WpBkal>pWjae5Wl))A`L=*pxo@2w0oy5s~W*S&G5&hL{TJ5T5ib0YcQ z4;z^p23lKq-!gifJP96s9Bi(8PQW)Zk(DVN!rEJ1*Pa!aHi0L zdrto>^-cGk_ES5~bPrTC)ckCEV8XTm73UR+#E-6_rLhb{^Z8>z zMVrFSb*T`CojRZ!9|8fpZsX+8N;AG0v!WVoIuB!U+y}&i9}qEFmd_s`IEgBiF5Xm0 z;I`F*s#Gi|5>+0yP%#w1>nfcsTJau^yLA^gOzK}EGVdJn~x9DOz z?j+L8HV1UJ*%~Iv7YHAS)3a$W$nnxGUs)Xas8rfe3=G*2EZkWl#J~4Zw(8sqKgGAV z<sK(BL3mKz!zg+^sOuZ(_wLS)@`@mwvEvSHL%6E9cM-rKso9(X#&W6)DyW5)ijx zq&lN4ixxmnv9Sa@Nuc%ljnH#gs;MWG%!*07ivaNZDT2}DuQ;CPH~%H$!M3CNHW`C= z36aEB%#p9$`r*KPppd1+M&p>-iRiAJ5V?!5fDOlji|l zt^-;^+oZsygiG2&-y;>v2Y!?Ue!MDHpyu*A`$}XFn+ub}F4`VW}4& zwG_Sjbj9E9_c(@&6P$5&Im0tTsm0khL9 zn37hmUNvtuiuBQnTFI$4zL&`M?%qn#2w+>s^vV5#wA`RYhk84Jkek`~sHQ+uJ~Rsm z^7Kkbz%WQyYViRhJd|Vf)eXypV;5+G&D2bo-YJ7kJNw;O+xoGetdF+> zxFTr{YVa6^;(yHgYD*9X5MX@z5QI*2Iu<0f;f?t0BQ_C?xFUt^A#Ss>L3Muh3&CmE z+-rnme4AUy-w6;#-R&WRZYmlTrm^;}TY{oD8W%5GOgV-FA(%S1(f>{2l)3k*kO{M3 zro?J*zL17qTiO|Bo9Ql=*>ofm>GI|jzFdjlR$%?0rbyAFspeLRYc9*i@K2l>hUQ z9B}%{gYcbjW-3VMk-|gcxuqIRkZ-NPR$!>WlwRn6YJk#~tCrPV&-R6>(vxe@-mE1X z;dL6-qG0uN#XVYpJptHTJPz{L*^DcVIj(DRjZEgkd6grPv)i$7SP;JTiOvP^^v$PjhS2Ev5#1L8w6D6(xuL2x6IOYGLe0txg! zAcBQ5;)TIHhj>tMXY#OWrYt{IXKX~U{iMaAkc*!L>L7$M?$CJ=A-`agF>u?AchI0+ zNJ41Ck`N$s3c=;yL0>2_`rK9b34U50&ju@CYk+V=7zw}$K+J3uCIxXLM~O$Dk&S7? zFiMEK19U>;C;dE7LOrrGYku@UP zM%peK>iKvu2qUsKVshH)YS!R`I9)B0KY6_!)DRQp4%tD-7IqGdF*sdZL* zBPQb&-yn6$Azh;PW*%$#ujQA66D&V9fZPA(&BG|9_*UKI^n%Ti`7P7VirS<(4i5qu zP&vvTM40@NuvoCum%?&7C~8ewf|BYVto=q39z zm60trOQ>xq2)H+t1G;p&s)vem)z%4eI-}+NR%M5Ux($3;#!_p%_J$l(=EJZ6C^%)X zzTEaH%#Or1FZEtI+H0(EN>l5ekV+>r5>M1c7s@Aj+c>ReF970%|7?t5zE^zsHh+w@i>`k#X-6PEkQKOVK^+vJQBw9?g|S;IT}pD zqClE_x(jl}L}enCtYU_X>^cIVu)NrXIHw?GxyXGhHdr<4g7^X%rjSpuoVqqRry0XN z$2Fm;j3yO zzdmbEJf%G~8XrbbbWc1T5<+hkSx!}X!)O+eFFGy5(Z~m|vLJ$Jv@K1*qx`XAdxE2u z#ePeH@>NXv-=6AR_6Q-*FI!GK*cPl5y*5bq^HkTc?S_dEZH7UoK)1KWT_Hn*p4Yqm zljny~qi_GpW?@6%b@KSuQRvJ6={$AN_R7%c-~Pk#@vTa5aBq))@Md7wXFRdt#W(lu zu6}Q4_gi|rR%_nB+ly_$X}7oi>(~h(-u?G=u<67MwE6mdz>ymN4TSSHlR^RIH~Xvh zD(dI^b=~^?x7gpmC*X0jx9jci&HLc%zjULK*51Ijn})+f?ZS~O4yq@i3G(pp-?vUe zTNjWSW+%izShJ0gn4_aF>eA4TRC| z?+-g)V)js=12%?AkF|nl9YT4^j7vbsTe$6*271J$|a5cg)ZOQx1r*O8f`Wz;8ljZ8iG zJ637hX7w>UJy5R_1jguhQP+&GX?-%qiPU8NDsAY1FY*(d*>3~(Mw5!rbGHI%a{S8} zwzTuDmRR4O$c)-k-NZ!qGU_~S`9PxunZ@>p3|CNp6Zb_~S5V>mo)|YEyAd_9b92X# zseXshV{uws=-q#VBcCqXcZ8@=+7)Ui6XnNWRJe`p@zQeSlKzgEi=W|Mi5oC;P{zsA z=Z)~dn{D0SM5$V<#38eVQ!JZ?DcbMxD5AvIT;$HvxTts0fBlIitt5GeUALA$4F(TY z8ZR{}8x@6JnC7?hbXI<;WRU=h`MIFN8IO&I-g(z9!l>Rf@k*!K{Sbk;Wmb|o(x*=n z#PGpF6hAxbf%oQ{wjvYHA|Z0i(~u<~Itd(A_!VSE$D#UD% z>aO_&Ovjqkk$@C%JDrIdI9QK>wA~0~KT==B2Ri!3hYDSC8z7(8(w{a?+%*1*aEkHW z*|mDmC#lmDIs^&OaHkAhfZnufRo$lk9WeW;YL)$U{O2R#%zkD~3FE`j;`%>v-2aB0 zpEceyJ>lvHQF5}l43&}@)i>m$GraG2LfIkgEKXt(FQp}emb=W5j*>SIN7O4Io>agt zBX})-6?n&DI4?YUDQtdznsOo{Yb5G!G%3ny@=f;6)S6pgArUsjc&<0?A}?<=x65M& zOltSk?>@Z;+RBrU4b%!^E5pl;vpfNwO5Z30Ig08 zIqzxQG5R?ASgZaN?;Xp=zkgA=CgV!*GzbR^dk-6phy)+slXo@R7e6+@r3g0D6TTE+ zQuy-sm^e|+@$5?Em*9wzlW(=Hy!V+xz2W@p|||@YgDk{{8RdYq?@K zT{dm`!(FB!i>qS}S$l3}>hVF7@UqZw8lqX;$UsZZZMi_PwC2nH!d>*Sri34!d2z@S zZzN!T4s|KH9D1p-TzaXsMAjo0-DV-22#R3be5slT(t{kS_+HQ^))DFPbMt97&*;3B z3r8rxhTR~b`lD``p*47Rx(T^_@3?u;hpZm{1LG{O|pc;%x z7+20nS?Ms18Kv+*S4@jRL6a10%td8Y`H^4Yr3gUf`Xk9jXtiBP0uvfHGEOo*=rkf! zJ@9M=?Jv|_OVIQu8T*j_TQDI4+=M@?Mi9>S3Wo{oaKSRGFAW|FSYI4e7)V`F2A@c5 z_CZ+PRPrX^)91u-01-r3%>%-(>q8Q_kyf_kQ|NRGDnC9JYLkRY4OVJC)c^HPdBl4y zzc|I0t9E(*F>sz`D>%#_<}Nhy_rG9$Wk&V zA4>E^aV-PQf=R9jCO;er4)$)d!RsOaI3+jDLC;$Drfb`6PsceNE@#sYxi(ywz_g}= z@c_BW00-ecQ|SBHm$d8u>HV~Sdf6MtoRyi95KP($?+FD}!XIHJ9&Dgg952Jmd7WKL z^#uGO6e!bbj`lf`FI|~8di--7_}s+%|DG<>GnkA1CGd;+CGv|-IKCP7^32mC_xB60 zj(6R>$3IN1HU+A>js=^8=vILsC}{M|2R<469*drE2Zr>6iGcM^#5(B(E2WXl`-OMBkGtk8U^~7UFFIO zgr{PY^uF2%5Hf^1|Kr*%Rp3E$8~@x0G)yIL_<%IyASC>)*G2&GP${yZr^i}{O(PaHg^!mZkIzhyZhrOH%_oYCX$<=13+FV7QL#89L>yiKTSu} zd-z+^2+%gHx00FS71GQ4*tvGnK2cN4(w+V%>(C)C5XdxYi2;QhN-G28M9R9I+#ch@V zA-q{+1Xt6{Tam_|JfVhm{UUItL3m#ddFnD`ggmBr#oZJrRt=pbrliw};cBob@Q z@S$I|w3g0i5c$G*9y@|g1Ba(a6BM>99ilmh{*uv$bI*u2);ZKFlc2ap23mM9DTok+ zbRN6pCI*zBh8@`benx~F&#o@1QCFsHrXia|=MzP(sG>cK{-eBhN~XuO=FuL+bPgeP zmZXalY&xx^#S#8eAhKZj-)A>4voJlHgl*VXWs+fZ#{v+Q{Qw%Cst#U{wH?TF};Iywg9b54TgTVYB${Vp&EnWc^2GAWYZe> zdlp}ETrB~4wlGZrCD_ycP`EG7CLI#}OPkz30+NQh1qSTA2@1ulXu8!wgzq}IFN
PHB%pdXkT6AY@tt?<0TR`C-T&W%DM9q%k8YWKaamMJZIU62n64l_6u6As zGZ5$252Ip4o={6prSIQ+IYRcN$Mw~dB}DbNKBH5rw^7SgU4&}>=;H5P5A8bJuO$bo zJ_ZUJlAJb3?2?t}`$fD~zGDt~Ei+mb7iUpsR&}Y{AK7fjWUHhy>3OwkD-i;PuqyB4 z50lzm2z|%M4BveE+dgN%-)~KP0S7JMn?1I!2f4S$?*$M10-xDZM8dIS8=tM^%b&nm zOxSnm=kLI(A~Rkj83*CRKni+jFlz9+Ox*fAC$xMpt1?2cA?N-kapQMe(}%Tu^_Xxb8NJ#qv-K;>s3!6rR zddPC(NYd4eqHKzP|0991m1ay^{D>L8a~F|uoRYT6R(te>%JYOe(~5MLAkEQDQZnP= z8|-?~?p&NO;s?*sjt~q7WzWX`l5)gV-fc3#wX5q8Anbd;2X=5pc;oyamP%qw_91?b zjcdc_S%;`={P_L`*OWl#Nv_vM2V>(&FE;?A0OMj$4hF*qSb4d4|F@2onjxEX)qyB^ zY8b95k_@uuFi6h5PxyH^_3_eP;hQ=^O?6DHf@(^MSJ)0B>YFDmQ}^S*h|_V_YFv{F(oA6vMKZ`b$YPYIz4)o!2!W&lAy*75`J zrk6RkGKEcqyKra?$?iLdcSZANO~^0D%V%emM|9V}xbN|di>qfP{4=JOu;_d<-?VpaITw3T)XUA~Jl_T0TpOgXMX3c}|Hhg%9odZ*RKu~*W988dFy>Fhp zIv4eYZu;&O1vv{Gyo-!TVl*2I{Nx0XRv{qRltawG_q_;er+t94GM0kR0B4^uMhRMo ziiAE8tiyFZClnm2LV%=0AtrTUIkW(}44?)AB7>>1uJV7HWL8Vn=xnIFBgB;LD1?N0LhYwB;hh+w?Fh8$` z=D|38B=u2TLXf7025&S_#mhOBkId(FF_EVf*7`9nLC8UZpAy0o_)ysiSi&h2nu2es z(xv0ke{(5$%?tD^!)&7O{xTAr^wP;Rs3#rL=}FdSW1I%d_Sd@kk!+cRp(}>N7RXgH zaYw7zM~g;>ZL*kRyicajQ^W>{SqloHFoax%=jmWHim44%jU{;v)Eb+_!^_JhIfEgdO3EyTX&%gf&&c*ZGLgG+r(;ATPA+APEl$U-R?PL&7zWT6m% zXVtLKgTSyiF}s^@CWQ|ov=Rb&K2Q4Onuz8B6HZh}xMxTC)H(+7=Jp5T)udC4yFd_0 zPvx~^nLu*D4tU20(mQ@tq2uXFVR%crIZV`EPm!ozV;tw*Y{US*$-Wt#{4`SWn8>R(UV}zKA;_RXkQf=Q+OsC zkE=)&u*CHL4_D_9rD@P*>$GjF(zb0Im9DgHe(6fvwr$(CZQJbnyYHa;PGa(|811#* zb0W^(Pb@Q_fO}NME=Y$kp1|QouxLG*n?;=qGWs`PV9GL90<3*8SobY^RoNqo$Ct4~ zn8m8fq`$?|@9$cAzP|{63bDQVqn1rcK!4tD2mzlT46vS8$&zmp-0i6BKlv*=XGClU zixS)zc1I2ZU4tiEyb4E{ZAjNUTM^lkJ7y4CZa4zC_9UBdcw9|{pfVk4v(j=#A|;w+ zJ*%lVFrN2y0E686`OR4=*YGU_G$Rm&9Bk>Vuzvj@?1QrvIDxVs(Xtk@E%irz0;D5C zPz-`$S=CvNF5M%!$84do7#}+(z1gw`zAvGl3?JC`oruyB!kdwS>jR4y$eZIpU+&4| z>boQVJtH^ceP32=>nqxy2zgzK>n!0CSV&`7 z5YMdDjh^zga-ZZWvpJ3Y8QW*c+88?G{hf)~Rm9EV9K*_S0{=3+I9`v`6QlF^@h<3H zepmwpu+P^UhWTl@*U_p`8CpoQ*XT{6PO8h+&i0(rfXeNO*0JpcsQY`#*X21;Nczxc ztj(MzPndD1M6h}%9Ox)-&$dO7)8t$oq{s8}&ye0E+zD@|rJb9-taK9WGv^UE=bq?GF`b^tKcNB<9-t`{= zXB7}PJa2j`R{yqKud?qq>1M2C*#_0vBGg_)6*SYm`6TPj?vQ7q``Dhjow%@eYJGHS z&$!>hT$8+sp15pvPT=mwWOcSo_`J~TTek6XM|OGLycFH+gJwDnAQcpHEwAL=K)r!? zzksRlUUaYZ_3B%6;D-a!k9u%Ld+-1X75McBX+jTFP70xhIoVA@en5rOh~0^bT5#_7xskXEY(^E1Yy#kBhBFltFuJ ziPcy@pGC)(TQAe#UB?rf&3|SOnJ+?wrk-40beUG4raby~uih=a1qd!S0xz-%1{eko z!u|JHZV>)3thDPfqOq-9O+3qgAOjGMDpulKSwyE-Sk9++AG24$t@{*H;<9bfqMIi(~jcMQ9Kt?A?60+^W;cK=m)v=nm? zP_h;qGmubVV9t~{P!O^fTnmt9U=U8$|7M`Hyjp?`0H+9ngHp8YTZ2&i`@sG`a1>_F z|J@1bCQO7^2qJ~N@QX2=*kd(zIa447g(*R0wlSvBnp!l*|B9?~o+Pmo&;l?;AfxeD zoY%mr8Px4u>2j3a{tJNkle=8&T%2)ldW)Qkrc8r#tJ|!|3V+(Xd&2eaw-M-{XRE$y z62#OD?Eq$OMD%&^0RpyvYo703l`IOhxCfpN_~XNaUpfZ9xRrX`PK0dO{gwAVD!sEl zb@_Ok2Ex8+fAoB0x}7ke>}e4`Pwa6=7|zG!sA29ik610OLXxYEwqk3xf&=7O1=`kC z9}*xB*Y%%O`{hrL0auuAU0GWNluKMHea3 zykZLhq9#L$;o~@o0oj5Ojo`$ARD$_!pm_z2U{`-YO>k8GV;O{Qu~$RfDuiW>vW!lGf8 z7m<&ZiM_&FdBR!DrydqN!5s?Q)xCtT;c z9xZCQFqouKE2TgC^lbaQk!F#ytm|~6W}48m4mg-0;q4?gEXTG!s?2NeXSI1#iD9~_ zjCO0igH9^*R2f$xB)@!O8~JCV_>@=Ri?+QcpLmb3;o!sfoLt~Xwf^}4B(y-1VsnUe|4bW%fStv+DIu6f5Q{+>Aw{KV9aHRo zItz`m1enqqObCTy=5=Fv3X?h@5zt6kKm2bQx#Ez?0G$74 zx~-eoXL-PgCie0ML&pP0mTWCW6(pFxiezpUQoQASvMxP5yE^QE@%2&XLZB;~8*C)i z{jx>Tb97xR&^T3^3<#;_4pGWVZzkw(>VQ{MB;4C%1 z!c%26FERq~Lq*~BLUG{Qep@o;`&k9HlL<}0JCu46FVb-g=3NIDwjAy&Dx8Ij@D;Vl zFP8P?*`8GuEa-)TsVEWksdmQZ9))nCJPIp=dg@ss#p_7+9}Fb~m1HD$du4hMw*?-a z6&YQBKvXG?oej}fUj*5nVC3%ya63+;&s8ilanSw#nmXY6Lb_Pdd@PUnUDte<@I#6DX? z4!8TS_0H2n+3O1;xr)g8f6jm@UT~mrDHkrlcrEO1AgaJ1{}PFUdmt<=J?_sdy&COD+&F^~ceRu=GB~YP2j%H+WAl%#w0Ppo`qb7x=Z9LVzTP>9 zt-W=5s^9YEE8nU{`#h`N2?YeP*^`WYFM}p5w9%GtF!mR*mPFH~02}RcOi3jH?%=JoFS>IYR$FB6QTG@A z9BVkO47xi{r}r}qVAfL&m;X@JV>nX$!#19&Pm~!`_^gR9 z?yD*T+4x+?!6_xvx{ddvWma)g7I$$QMnQ3NOj7-$g`=8UmJt$4RqEt8^g^F_|_CwlvYp|78p~mbs-Je27D7ZeV);5@oeF2>1-iS zyjFNtycgihV9TP*q|5rh8S3;*|C1(#zD#mdiNHTFcza5X<7rB@KYfmZ%3#iS?hn z@8a(rgj#zF{@EXYM@xdIJHhE*G0+G|UnWYo+t@xE;sxRM5Z1r_vrmY&p11uX4}|Z4 zivb?OF!#gTg1Anx79>d> z_&EIcX>&8)_m_`m9TKZKuz+eyQo!Mm(uBAGW4l$P_oP=Oed7mmS`PM!*-d-MbJvi; zd|c#T@@N4@Sb?awS8QHu@0CeAFta^?^bk);mlbXTw?DTspmMaDy}|~G8iz=ay7SVnYsSm# zDXlC3JvJRPr<>dI32RQ4_v|FkJ8-$&)em%%yxsIi@${7K;XoaPjpg{z1V=~FoR06WwfD~y zjX4So@VT+mJTrHqCjFC}g7u#p{s*-w4NR`mRL$N2M6#H^7+?ZnK7j2rKI<(+dMFsk zE9v2#Bxy2(k+TsK0 z>uOIjR0a?ieU%(%w2m$9ifSP(Oeb$^6f5o=phaV;b6+$S<7YP^u=^2xE04c53GoQ?DsQ$Hb-8%FWaJG)XMCF>!yJV!mJ_=umzR}roGp#Tu7WJ8s%UIz zE$#||VUARS67LhaOX!F6Xbd|Ds_E73k&8nOGjn)?wB2p9OQuwSM)lZ=_0o6{vu;7q zGYFG@)6PhSEux6UG5B;j)MAh(;)Xj)_@-w+KEeLvz#QnUDRE&__8BPpFhQsqnuRCn zz)2uO>GPoeFY+WEAnG$ywRPpn6RQWcGE(5Qi9e{Xttq^rT@M>GNQCfJLJIy34EkhH zP2-7ToRBd?UrZc;WStW_O|JJ9DfahMAjl*}P!Dq;4&)eR>%g~IM2l#!6?J8w-0^W4 zNo97%G9N09T{);;O|jqlF^V_vZU(Zdc{EMlMcidFDbcC)qI;4carsjcn{(O5()-9!%sfNbNIEFpg?n6SX4kW%Ex+em`s3-YnC-!+?X(xjvk2wH5L2K0m*hERlbj9eYM*7x?^vw1SNIwCd>Rdp zgfCov5?(c@RjZ|qL+6{{W9Vtv9wfgJA7aTbxWi%*lI_%M1p(+LQGO8)SEIsz}IM5QbqEsn^jp%FfF^&F&)pzZmk!YYTt;^4g?AhN2bPwX3&C$Dm+QHnrhtE0b&=$gClaD4#m{j@QV8R1?FIoSZxz}F$Z5M98uv!a}#CJ`{vc4 zsalkHEi{R(CG-;_K@ZlTUx`EuG!G_R^T9|dtz4E9hPfEVIo$G~o~Ic%eKKuHqHtun z@ulb&W<$GujQ*YlhRcuv6SX&gCYVkD;aM3oy&bhb&J!C+kn2!3nZ#Q-8BLf~P~$r) zUTbViYHE1QW?Y@a0a~SCBgZg&ZAFSAS>O3bM#8;xv)SkB>5s0t zo%}U5&K4WIpFpNlIZ^}7$#4<29{bU1NJ4bHb&rsP0=^Zq#dW37T<49Ry8es+77Wxe zt#?P_xccJWxCIy0f)tHCN)8MW^xtq~>E21(NT8ZT;BiTb_MGxm5;6+;F$(pF>MYqn zkW;-Z?pk3&3aOM8s#hc;`y3tAlL%Hu@Hp43tMEfX9L4!}q8EDJ9PJluI5B=E?pMs6 z2o2-v_A5BKQS(~>vC*g*Up7x>cVZh6@|&^Hsc_Y#rI76L_=oS;5lnWL0N#>rjG zH*v^cgEhp8@hDps&Wii0>ZNV?e2ou(j)NozowV`QZ~Y`Jk~F;#hza!#DVTuBR49#E zDJv~=!tacJ_5AflD`m9=C8RXB} zWPeURA1oM9(N1RYeuc)z7 z2xaFUtea@lDQYlO4e;XRFI_a0DF2SOySEp3T^19OLx{hfRtg-sT@mU|KIp!NUL{7d2br1*CgA<<_+k8@Eou7TE?XiNVUH zAt-_7wz+2#0% zQvVordjXoPCY!|wqgx{7W;)HMt%LKmzx;d7xE+{xlb#&`&MAFF2~$~p8m}bV!+5#& zH*-KSDOUD#F^0s5`1dP7z$goCZJKggqH zmnZQ*%Q@i;shRt=+q6Bf+C$IbH-0^fxuU;nQsoMkvvDUh8F$!UW^KA)ir65#h2Lsj zCks*yX5qmMKy1+)!Hd(T1x0~C+>sH&7s|!6vCy72IHmB^!oD~S<5Wc5{if7(A`P#{ zIPk^*pe3XI8Cok^aW% zdLz0sQD2yxA}?`}9*K{PDFsht%-bpFFXLI(eJ-h0qsQ7p@P3MadhfsR%L~bg)7)(M zAT}$MP=(BbjAz>wB1y_;*(l$iVyl`oD_lDOYY3d1rzF9yVus(Mjskr=_@PcQTEjGm z9!k!XvSfV4Sh)oF(`2Z?)@A|{q=27ZF;DKonzDOsWn!zbnYc?OEM>)*b)g)&Mn+TT zBlnK7HC;1W2TxQns`&Uhd-6IP1{s}BH7dEB0t|L_Y`iz#Zb_6PEc&};mYRgAI`Ia8 zBt~xN>(;2=JvW=sHy{#uv12yzX3j{0!Q1zJ;)fGg14`NKTnQB$5%z&@X3fx1mn`6l z$eR=tKZ{#CC7qdq%(zwg`NKPJMJm|!IQ15lPwoW?ndUt- z4x!h?$*;1-7xWF(*N4kNTPR%BkCGjbG>eM_Y0;=F$mZ=Fj~iA3Gh+F0#3LF)CV2GY zc0y#?P#Qy!D%ACsp?d?YcIKyynC8lDl1xwb_H-D#M=hlf(P1?TBhoHhqk+`0*{?Bp zen{$Qu%jl$pv$(htXlz#Enls6t|W{>N8XcVG|p~8w+r!i%m9XZGmrMiVKD|UR%NCy z_QffS`|xXK&fJjzw0so4NWMu^%8Yi&gj8Ox6VZ!JSE%`k+NWr`IuJzhLd}!RH`k0t zz-h9x=_2$?=VF}4njMKB*wV~JMOP%9Mx#@S+iomw>SnHGuj4^YAEmQoOW`@=PyIEI z;L;OWMILI&DauED(l=G>bp<>Cb*KvL*J}8Vh?KXCeSB1+n1rdY5V>Yj%5A^;q2sOs;}prEoe8qYH))Fl9R>cNpZrEAoaPyOXpC|bmo%UsZ_PW>)FrX>}wnW zu0BChhY@uiWSCH8?HQi4NJCp)S#V_A(#A#(wP%r%It2P34y`HMN3?(5Tf4*U&oq;G z9Oy&?+uF7&S5ws&qQL-)z9(o zFH?z2Mzrv@XU>M5^i0Ire<~2v*TE6qgZi@MPQ^=RI8N<Pvs37P*`w{tYI(gJHH@9_sLYTgkzkLp~^Pn(AuPE(!~ z79&I-@rqNLOItOnb%?&>zxnr_BU0aZALkhd`wJXUc164vw=Sfpl!P(=2NaL{D|>b)K9T|6RZWwqJ3 zWzLzxIg<}gNf4)Y^Y=o(5uSRwcX50(hgW`n<@a27d_aAEgl=^G@b8~O7e8eG0StFJ zkVaWQ&T%n_jo7T#%eEyUJu%vva~Qu#MM`|0GNwhZzhsPhvZcO-Nw}J5l&x7cimk49??1McxF8@3qlK?hRnr9L8JcA{a+v2+#zJn&!<}v__W=&NoV++2To? z*42KaZSGcy9#suuxO+p&-@a6~D%!_mU6y#-Mes@v33;u1iiUtZ%OABuQ$V`f^?t?ctq3HGVDh{ zsR0vZuIF4}dspT%7V-7Pz_Qm+;0F+>@a4AlcdVR*Fqh01Vu<#!Z@D4`j#47{raStR z%%c|ik-T$ap&v)Sc={e^IMH%5P-PCC-=Z`DQWr2GKsmSsqD-gn%DJhvr?s-cG$@N` zwK|kz)5<4KX>|1|+1ux5D}#)QXsYUgG#)Q^N0_Na(z@TvnJQPsUX@K3=au5xDfb)= zZj|~0K0@^yD&$Bu;P{)LXu}L>jZ3QBN3f1b_Bx7k5ee$}`04+(Z{m&|r-7vADwbvd z#C_Z$@uC>KKh0dQbNs{8c2`WusJX=b``{T9=cM@dchwjXX_)Q_bL3efcECnhadY!q z7%6imL5AZZp1*5-GU%C&q=vuLZ|8OYB=9thPA~S3IB-gkY_z&MZF}mb7TVE~vCq(y zTCuLQTw9-M)9X4GWUFH($RhdW_mji`UT_EZ0iQ!FzyICI!sjA_7Ey9&(Xdd$#mYzp zVla(Ls+Ej6S|V~|b5WkXiFa|e@Vzg*nFrKf^cUUC?S=^2m}r}%tXVljRP1;`a&sxA zpy8sfXh`h8RdILpS(L7bP@|2KN`s#jUbvz5h;WacR8&}5xBr26f}ByhuP_Y<^sLCz z2QKMV%oG!Aq*gB>iRccGe9a0qF_^RVQzQCKoSX-XQb=Z1$XwAR9r~8h!k9tegbVEA zx|lK}=0@~0SPaH5L2Ok(NEd#x0qa9Q7H`P(HWG-&$}s-A@PizMF{HB-A9!6>E?7er zwS!<~`XN0)+Tvq&7ny@$AD7AmWapY$GE|j{Ror>=Yr3iisY4MF_@m0YCbYrBb9)oW z5z%s{Z8&|N0RNfA@S~SC_=^I}!f;v;**rf%nWc!n22Y1ZJgY}oq-J6_q+pXCWrk#$ zJqB-5{+=Duq<_o^nx>fD%2s3w`!*-|NkkBqgX?D9*Wrwf*XXS4D#}g)xc*6q`6Y|s z_SdUr?8w?mXwTcrPjz+vMUe>gzQI{@QTTGtVla1RW~<%POOIL+7bY4xi)&R7qoM1m zgj;*V-*bUOOzu>Uoy zngz2#(Z^|1z56N*e09Gu$wV|lZzDBof*|cNuAI;eIr4c8{@S^%U|kCnq`&`4K^ltf zFMOM;@O|E<=WR8_ertIW;C;KFyL}nT2iFmE>9XkbwEj$l&P@#vhn&w-3*KJr;gJj zkz1Q$W)M-uZj&Xh=+Wcaim%aK_BzM~sW=!8De01pM>{tbP>$p!dPb$mq|MFj1|2Q* zQ5N4E(tvIr%G8=x6!*#t=s7bB`B>Aau}{UHM9Pj^WvqRf^2eK3UFUSL@^(Q>WB-@d z#S`E;f4rx8q*`s6Ibz3oU1N}L3Dm2Q#A1t7l+0&Z(mZk2KxJo$PbxOKLXxntn|hP= zBM6|m!EjXqkTgb@$YYusht&^B?W2KceDAs9Jg?*nvHi6~xU|@TU-Z~fg}07wW**pr2FNGm^tg^>E)6DD z=%BNza?$*|S>ekvXZ%N5iCq6m|HEW09Uhe{Ja^)wB=C&<@m0;Ii?_JW=cl2rNGdBM zqk#J6NJDc@eGbOrCG4K9#n@(vXQECRm$>_o;=t77@$FdBb^ZO2Vy)J!UM;&5P}XU4 z?<_?EFjmRP*ndf&l;8xQ7yX+m%s;&pG`>;GCkS^7*1GzPrg{~`Z;DfyaZNI!s9Oj* z6f5QUGMU^N)aLTAjIl2M#iYZTBr z{z9DWFH>dH>(hb3lRZs|7C|H^#Y%?jaG0v+lv>+Bk%E-;ZmV+F^^!_C`c}v1;Ik|(G49sjXiDwQrBBt zjO(96DHG2vKx(R`k;G292~x{(dgr(-?C)nkivDD{cLg3BXu=}34!#UonI2&k?B6%e z(U;<1lH7JSRylO7xSw}dPsm+;6GI-*;1fb0Jbfu`WMMsE4DCN53JYoo34Y}sJ5xSR zBx_FDy#sf*N_JCUiI-6dB*2~kdA|vJV!Msycek6abf??*FyVUVtjdi>+SYBv7)`7m zLl#cXDw8WMa4GQ&K$ZGo~fHb|Tdoa=48c#%E`!?)1H zEAfOYwe3W~PvZSm%10zmgs9Gj`%hU}XDkfN|-RjJk z`*V7_pp=1=PgNII>GSyO(Tl81|E646ogiK8W-a&%SHhZzq5hl9r4UVBcG^_KsWr7f zTzJ;Qrf9AHy82malpoN;Fm2$)h#ECy_N%WbKB4FT*pg|JrtZFVuxzzW(YiDC? z+UnV%?O}S`VIj^ixninhPle#hmD*Vj(Ud&S%1ucncF^U!x#f)MwVN}AUIXWIm(0&x z!p<9EMQu(q^Py(|sZ9*lOsK%Cl^Zm%1F27kz7sSOs(}q6`3DK)3I=ZKK|E3AqdF~Pm5rf!iT?|6MmuxjXqB-#Q zOGk@-M?zL(vJ+zT-lbPOaa;}o%;7D2wpEn8W^jy07gYDFQsYH?*S@#SM{3w)FM z6xTkl5tP}X9cVl3uD;QaW$7P~W>9p3uY6|X($s10pKwg#)hnenipmz6W5rZ6dTg#i za+fE#p+dYOW>~kV*G(LL=3wc2*neZ+J10?Ern-|^7whq6cuUu!riX(9k8z(3mo}Y2 zGf^P}jQ_dMr?)i0^lm+L;VKDJ) z8>#aI+97MoHP3fZL?KZARaOhG=i8ABC9~ZC9IoYeh9$f`9FNqH(&*Z$BQT~}Uxy#J zr$dwirQ}l=adwc#JdUMM%>80huTqnG;iprB#-v9f6GjNNS$hVv>n6*1t>9HWl|1Ag z*7mLcQpL`&FtmMuAq^`tmOY|xi@@Tk*s^>;QwQVzbd8{SJr9&IQPXUIF(Dh5?ozoB zqXQ}zq*FqHyjfLBl-rAGYcm`jqw+W8W}TRsbnWP(T$>q+yM_b{d{>}{#WqL8HipC2 z5jY*+rPh{&YJWTZ0b0PXdHo-6&HuB$vM~Q2>+6D?UAZ6{#4cZtVRDy+Z7PGf92|52 zIen#ET?9R{ID-^8^L{@7;4wq2>--N~z;XhL=+MpZtjiPr%J=AUCgEVwLH_FX1J#6S z2C(Unw3usr;?$pW^Qj1-oJL%_Rp06i-HHBtdGMM}IL<)!;|s`k9SzsXf z>ZZ(jncI2ZD#E;QAr<{(GU<%jqtdG{7Wfcob%TpSv~fdc$nlVJ8y{ix{>ZoyCoW(u zat`+@{}|r+TmGDPUd^v1lNSDDnANNBO1JUU&&5jdYBvmWF;SD|OW4T$=rH!7&! zaHMl*`nkcT8|#GsjY<1Fqqh?CuL&-=Dp4C=Zp!-c5DM|_rF#E_q$Qa3{EwFZd~3w2 zpr|Q~?;ykgR(3A7|E*}zZx45srDlN=sxyOHzZJ>y7xJThpm0TCu~kp*Yz^gL|!<3_2I!h$NXccMrTFkJb#Ah#6EmDkMkUp0|izDq*4xVyMo=|>EH9*!>>V-|pVCUHh_ zM)nBf3BM(gQ^;T}leESxlm zu2eSKORHI}9A88Z+SV+sMU-Sh)c^yV6uzIwP}mnmh+<#iBO&Nd&ch&6rfQxvzsdWg zD5JvpxLQ3s{ujqFSUHPgOc^lbr3N!q+j6yG%q%s1^^8w^Xp$kEMUiwOd8FJVFKnGK zy5uNjo2*qHTVbqO&KsqpC2Ehv5>Z6Wc9s-xDwL-sksHS!tV6Bg#M#h>%`8^U$|I9Z zwv$a4H(q$JBY!n@9II}!>}o5hwLWQKVZoBEgmxanUm`!99smBC$pvUADV~;;$w+8# z70f3+I4ol@MrMJ5!eORz$s*CFR=QB8n3+(ifIX4Vsa~=yF+ndarb=vsEtZvAl3wyC zV~|osF^MzwI%f{n$!h1W5RAtunQMGKz!nqA3n7yC5vtS8PgFsp%S91aIzSB$Lq#Ph zq*zcX8#$vWD>*GG8v;C1d-5d-*%dWExGFl9$J&=CC@bqWCNB_Cl3UQ0B%)2=AZ3%MB%Q>^)7k^92m?L^VftGY)&NbRH^=-NZyiXRuE*ULV{g4BO$^b!a=kba(W;>W<$~Yic`ILMMry zF=!4(@I^|4Madx{T;z)K*8bJc2d!#`#u*wb#kF~Z{F)MQH|KMNZCAB%Y?CHSX(?-O zUtez*6_s=e@&ORb7W~zui;)wmfxVre6d|ndkd0N=v|tVGyR3(VKQ;Ns2|P4qT)p}u z&$NhTB?@fcCQO{@&m2UFYu17HO-)!B1hOQ=)Y@zGz^&s>?&&Q<=t;oG@c4di)x}>j zaR4lU%BprDMqaB04-w+$UY><-Uh=V_xj7wigj8sb?h62u>zg@Pa%c8Ms~N1A{pAi5 z*MK7@9+RJx?@yn|P}?!-YtNL;z%Sw!;X2S%P6K=EN{hU2s6+buEAN@P6E>xTpUW3V zYE;8m0;Ml*%8oXOt5&evcmao2=6}KE|mP$c-9MKly7=fojzc z*fnlYua8x#kG_0y6W_<+*9*ECLA{0h1Vb?ZPG=CO`{emD;6K~Ti<1oXjd?vxryu_A zLl4-vUn}M*02I(Xk5I;-Bbk^(?C-_>4h6)#9Rkv)p}Y99C`BS>zsy0fpTIDP|2=2m zk3;Tjf5JGB{?Doh)xm>jc5401BQ%S9D@@t_sP?B(>k4$lKC5=nm?aQ8lHVySm@mXC zxXBc=)gM~jiMPD@T^a<`;1H?48`wri7dbHu((}zk>_>eo;j}(?`s6``ZSmh>{@edo zsXE~IbxQy~R#%u&6Tc#QrJ*(>6l6bEqxfHFTB;CBBgI4V&8jDsOWVvhyQRED-^5MA z5>bSA^;yF*CgcoRQ;E8#IrNK^e(F)qSl>SndvbqsKp_^a?1i;_={N(gYqc+hpmPX# zK~Hu^Doh#5oqqfojJL|s;lm3P8j{N;#;NawC@A4?Kga;t ztUfcew7yA)D)<}J^C?r@Q=yxd;7MzmXc!Sw4tKw@r}kD8eMA$~GoPapL?c9o%JlVX6{?w?0us8Ae#(ShP+eR)8zI39w>CjD*T&VDnG zzQv#$enPHCbL@aFNMx8fYG9Y=()ZC`Ky@eR+vFcAeN2u{sm#gs+hNH|ZInToeBQ-z z0?bA!J(WhxoH1UNGZ1pHK0hoRJo%`fw&Sa=^XDnMi=Dbh&QA3h@W|cT)hB@Eq?aqd zd~A~18n84LDweP@ZYDzZW=lm^L&p)kDI<#%WV=09db((4H~hfk5CIAjmKNQqGYPYN zlf+$my~oqu65FO8XrL5ak-S92+rWNTTh(~?Qy!)dvsqF{_(q0&PenU;RO>Caw0qa~ z1&FyZ2-0GNb?xx&d^7%dKL{Wyk=Xa}v1?0CpKxQUBfIyTv^HsVN$}FGNMhOZX=~!# z|Bi$8b!gY2wetH>rn#XOcbXLsrn%imo})F*Z^#6FZS0z34TeUKN*mVk_qEQf+1+ZU z`k%?7B2%Ws95qqd5>^R(xmi$o^B05=$Y1^8F!49CvL-Gjx2D~=AdP@ho@GJ;5VQ}L zZVAPG^$sWk$(9;A<_(OA+(agh#CI_Qdmf)`0ek_(D|-lpq-Gp%_Le{}j+hzr-T1-@ zjM7tD9-tC~o|~)zLa$Hxcus79MWCiCLO7=Ekl4i~c5aBby?at1U0o<+c7_yMMI~C` zm`P35E>K=#9-fO2i8P?CiNSlsaQHsM_U}c-=dZsp`oUV{ zzkxC0!>9hRp-Z9RYE^SFFZLS~Iz;QGjyOdL6aU`CA{*{|sccP#ADKJR@LAOc#hd*BWJ zHsE2&fXABa&2e0uPQcY!P~x$U4D`v7j?UbJQS4lNgMrA70*NbO`wf(CvHRRP|D!aw z4IL9TBVwPD!1M#e6JtG&#`q`QBMBs+QqPHk29YRV4~t%~)Mo$|CVeRVkUmJ|VoyNR z=eONfm^FFOUoQMD38_p$OY)zERm0GKPrSRZnU*apR1hQQdan#sUg8sI(){H+l@w>m zY&MpkT@~ECI45gw9y*TfN}tP?PcSK)w5Ah62-u7MUfTf-C^F3`8gG9ySfX0LD(W*> z>ARWhE||t^h|>>3lloBTl9~v{W0Ccx?BIWW4m#!4uOxkGf4KON)V>6UwQ8=W1XSzACK6IWSmi=5cdH^jR6-|rBBaw4UqR$3 zP!x5Wtp_OQA}@7P5DTzKHuErX?)dTwH5%SLYRf#?jfU?K>{TAK;!n5GNz?d zv7jf>f@tl^t`|tyfz35=&mC@Bf3R@iqkTKTR3((zxB64 z5Ld7{ASJXTU)B#8DFb#CXt%Y^w|xJ(fpAj(XhYZEI7SZ6egc&M)}E28?IE$dx4133 zx+DNym%;lKqT&W5uR0bBY)E+#b1gQl*!yMrR)}>MLk~ZsUO*B!7i{xPl_y?toFOQ~ zk88JQUo0vduu&-Eg6@G8v>44pz+7{Z z0dH>I?JsZOlZ$Pe?{C!?VknWnMIr;vX0QO)D)7l()!!fyPZKVHP0BUNfH>;ha3qk+ zEl2n$pA0$@s+ay1-e;WjU$_5A^_~%d+Fj|Oy?E{3l$TBI<%8&o#h#f+z4K*& zk~psBj)x=FsuEY1xzFy|yi82gg;3reZv z`x=(uV`f^V=?d%xG`(dF*KXl5yT-#@0g9{3}uxq z!-RWd8$DDQRq0uO7S-_8a;pt8LjV98)d?iPSi+1ziy;NPV>IZtClSgf!v-*0>&Yxy zJI?Vie|rf))o1J0{#dppT@M`2U%COZa>Fa z9m!O@)TS8!n^sJfkdytutf$v0*)mB=<33lp^Cs;fmRGMVQM@K)NH+Q_J9>B+C#9n4 zD%GgvF0;C(v!*ge@nk$LI}orZum3T74EDDaO*I6?#~^IWkgANjDYX(KVOvQ37ijZh zjkz+|GKaN445gduYU<$*#rH_ERUI^G7XJ&I2Glbw_gxp{U35aKg$G+{8Szk31R6og zzn=8GU?vU(Jm^T_*bsgIC&;b8mg5-OlGhsTM7s=&gC*P*q)?Kx$@( zE(PEoonH;d`m(0Op#Lwf&M`=maO>97wmEJ0v}W42ZQHh8ZQHhO+qP}n?%U@(aUBWk_5_kPwIJkJ`EheJhqU;~nB85@sHqgb|73K63#yrwX#Hg#~_rOptJ z@AIJ_;C9sVdSb+5o?Nv9f9{BL3;rDW%rF<0+&w|m2 z7~H=J>$7dB=iV!4d$Bl>_^W7EJ*kZi@}TlwN9q@QxlfqX`G=NCol|(vD1B8v zN(Vgd--uM=l)aOH&|fu&nEH@Wvnaos1ap zJTwRP7@Ho<_Cd|FZ9a*yosy^sE@by>c|I;kYBsj7iL{9cZ|ZjLr#lDysNZlRjP?CQ zQibX)vXa59EMAvz0fKjC1ObM4>54JyT|K`KgwJ;6$M--BD6n#-Hnz1xwhaEbz;&|^ z)!HwySFP0b6~|v--D<`gg)3@@GlX;aosk8q_A}34*SzD^uWgSCZ%e8S_xnuqQ0%(& zq+SVy!Q*#AJZP{~6KG-h=h?m4510sGSN*sJ@?>bEN8L$dqm zY=L)4gzkJO9sn1^cTWkVG`?K2P_nL!rYR=F?HYkBRG4%MKKl15KEoKBv7@7+qho{K z1m>L!G{)Oe);EyJl!X3&N>j;_1V6y#`U^02^ISWy2oMM}EnTwDEihBFTqiIX#Lx04 z5;E?G*#7^JOFo-?TExKX4`_UiN@dL9AYp#dUNI8*Q|0sm7vOm6xgmmJoV)Ag>G-D_ zh#M1z`y;oM1?KZ1xO!2ZkCjU^^yA*gEbIME7ZPd5-dTZ?auBt z)g*KKdPdtkfR)WE3U54wbpSO6S0>xuO^RsAahKXPesgM7Bu8`}H45R}Hs1~Nd$6n8 z<9?{N-P8E<0fY{!~ zlX-T5838P`jLiRUiLufR%2mN=&6!`ERlGD$SRpaP5Bem>58KZN6810J*k6K~q&Y8% zdCSeZYndl5vwA17wmA7DU?U{8!QXoQbznLr?OAsyLap9ddfe6W?LqDL zbmH-S*u6a!ebT{Q_}#d}>q~T9L}H@b;Oj?PM5#mAi|5sa2tHbn zf7|454`hyF_7$G1Y!GXBH+`PR%aO|E5`2fd)LVmHLunv4V=x2Mo7S66&!Eqs&!NwH zOK3=X_&yO`lB$zk8m%F($*ZGVu~~sxky@cyFk!OBeHhnc-U zRT1gz(`AsPP>`3*zsB-1e^8k)lZ3i|NXei>-EBYpN@urOij=}X7xSWi{Iu&d>u9*P z?tEW5-+yi1bXW&GtzUP2BDheu?4u|TXF6PS+Nq>WiUUYK|G5lbt2s?$JX4a-kX;;4 z?0E`Yjr^HrO`0i$TN*Qfq8A42dp%6C3FqNU8EUnzh0pa$xfbT^GX6SI^h?8#NII%w zet9f@n0otn+|33CX%5X4o5pLz>28irG(vUrHPzpqhJgc!asFk;*!AzCmn9x~#^UiT z=!3oy6)Ojw@dRDpn(n;UBuoAPwE5!TeA!}bGt*KAQH0xMZe|+{|T@~RR z_;v15z-&C7BiB(Bp;yG$XUXxC!!$kkFsXDMxBFAiK8`uCWKq#QnF7O?H-kpCy_w|> zXz;8dM<74o;%3MND1Yv# za_t=tLQ^<-^wk5^uvzmHQi>lGao9QGFX=pTxrprTm!_+z{#_~vcR#nzob86%dR$u1W^B#Dz2qI{7U14P1Ema+gA{_uZ~}|~rJSi|6W4Y)sZL%f@!?wu9pWql z%D?stjzm-oyqvHC=1g5Br&f_A9V^FAzEvKo@pO@}H5vspdf9R)yi+hSK+c$&j#Q9G zkZW{q$sZgxfPlc}V4!!_%8Xu307Ike1l1a#GPEne`q4Css_ChI9L(Av44fIueT`Iu zs10>u`}(_qvg$$Uwoa3vOfmKklvGqp=OmufWsPtekMX+t=BF+xzf+ca6zl+2s%o)v zlDS}C@v6~+D;mNBw3xe^^HUNU?}Q%%5c1lD_BNqP_vqExJ+84vf0dPMEw8`K00k&O zC{|j$fK)oYFO<&XbR;fiie5c}xx)vk!wCnZVy1+*qM9z`(Fwd1C_vC3ffFQ0*_O8w z$&B>8M9OjtH4?Hx&>#P2=Xx~E?fAZRU6toC+k)7JB1tTP=36E&mntHacU6Q}bX3`2 zB9$CGt0Oauf)YhLlYZiXjx}B}jVuWWW{WX7Tmy|f?@-SuJxa2Lfr9T8xdD4vr&VC=06)GYz0CYaND_LApjnL zGXBkE&gA6amZVOEan=A{sSQJ!H>I#Vu?l~+Nt3-Zf)_VDlU#f5Nj7+(dtUiNm#(BSWMqDVFxya zNdxTUyr?0YqcSXY$F!RlLWc9L>1KU!JuD-7S>XSq9T<6yV|p_88ajzOTUH$<-LuNt zi-Jv~q^2%>DncJCjhtJbJPQNVr3J8eRbDKX%_-E8itB7Qi;{g*Gn)}$V2HX}!M*#4 zUB+4MGjJ36<^Lgx3JIxo6w^v&ou)YiIzUG~4I_Znzrkz`h}WKgu03-bTWUH&(ukT% zuMxg&Rd(Tlr$v^jt)Fq^;D%Hg%wSJ8AH=}LfSe0?x_BWH4dhyIEwce4YhavJ)*6^2 zK_GQ{wgvf12FRTcK*MtIsEo0g{@(vaX0|D($AShuuiG`!?_EU;@h!rAE10cnqF^(h zF>_MiN{U+x?eT|`JsH1W7S2UWOMmKYOgypCZ=EExfcU`!5a*W4oq~Wr43QR8Ll_;w zW-!^s`3x{c9Rtw*McV=-TsQ9e;Q1QbnbvxHbwtlj9Y+754Plnl#DbL{q)wZdH?rfJ zLM93r-Fw+0MSA7CUk}BdmDSB1l~rb-n_4pNJ$zg)z3vXU5VGgNaZh40lBcQRrH{jF z_mMlW=<1vDmf`U)Xg4X+sQ7}OZD1vn-Qs=)%NPNn4E0|=#qI!-*HDvk8A>ug$H|Gl z5M%;`QOk)ch=E;CyOaq8a^hJ_XpPwULI zt9oY_%6Ii>X0!rA+v+9FDmU7gHdgz5OGYS|FL_*kr}?lx--4SXL$Re1-7k~H z<&)w&#?4@S_AO$q+z+8KVue^}O&fRKAS+2u63&Bn`?0E{$#4d;XYJ~_Q0gmWQ6e{vAcrQBoo1I!v81ry|Jr3o_g z=S{buPEE1y&yO(fOk@BFZRrJJB?xLp;Q8^O8EoO-jA3C{lI8KTw5gyZbM_CyY#BGr&!) z0)a*$m}eh}isg>>{y}XPe+H6l=t_>FP!Xc~Lt!3pHFJ*PE|^13)qQLB-=4&LWzKFv z+{kjptU>XIhAf>8w$emsr6)u+P1rmnryO`2+zBoeS5XTPUD*i{{mlJ;p$nXm0Nns4 zfC&~Jc?c{65E=CXF2Q4b)vM>IN*{7DHPrIrry=~PAbf#HA`Kxj>K%K`KsbOa**9J+ ziGf0GdHE4jU&wGGQ2MQ~gE*8>IYLZB&saa%_34qbNxSsenz5{ceQ#a}E|k?34Veth z%5OUdg>hnQ`vUCb7Y)u>bNwxc5G(+T&F2&BF~C(CRv=8qrYIVmJoksmHAvp86Wby< zk5_O5WuL&-S-OW3D1D=PlpG4T zlBh9eWID5kj~7BU@y8Pynl3^Bk_bSQYtjt;CU)Kk`A(_^mhi$ujG$ z74%M_Z~1YaQ6?IC4^;)P&hr5IktTBQzlV0-u=(@A{rQO0y8SZ0*T#JdU&c{NZ&Bm1 z{7((1&i|Z@o-1`IVa#15zcy-(p#Z1IOn94P4SIU&lk4kd+k~kC3&TVWq%2@s#c8@* zO{$xNV5gHaSr?dJOtLaZR4$)CH8{0$Rnv46a77V+!ifvGkg0}n(W$Ledcm=KihPvk~oaZj|&j8^ZDCt*mDP5Ry9bFPr#?K!wE?r5$KZWkW zU2`;6%}TMW;WoXxH9rx+EXw9zM!1m73HW?IKEK`I2&Q^8F!omx0%$aXnN&k>dT`t$ z%$;&Nw?Y3fLi3Xu5no%9d$M49d03+S6;;b6jUEtZS~bs6+>kzhm;Jp_=?vXRyfbqy z!&}VFl)llkc>A*PhK{+7y9F`mRB7tl-_(Z5TNHzo%Q3*uj#_e;_~71>CS}668J!jMTshoj6pOay6Cj)r5#uF0%CLq*rBtQT_yqY(Rw(}k8{54$P@sk7<7iEFS+ND2?i$J-h{R=&0!JN>_ ztr7wBHMwf7@|yK}3X!Z_W=Jf@Q!~t%hCabC8|RxD&L_QNivd!)@r1e|C$(s`%=|0l zOl4xNa;8DFjP9MWkYmEtb+fGE)`{4Ux}p$HQd+Unv5wdP{yyCVM*F@QbNKyg7VQ2P zH<}eTM!oA9){l-58Tt!cMr)zEIlS-O^GRtO6EJ~X-hpo7C5yW~O}&`D04*yOd)LFY zvRzBFng`JiaH`cR8FSh{3*w3Vl`|y^=3|ntE2!9)a<8^?5vRUDHE!`@5>X0=(`Mst zsU1iObY$Fsh)|(j!F6!WuX53po*$7a6i}u=<|EzV^O+`Mq`4&pBOYgBqilNqbgHF_?2@ zzZ3?=k&3>)9Q5h}ZC#5()?;>l13B0Dg_=|?5Ys(Cp!Pr?wYM*uqumKrqWIt7Hpf&H z;EaHj)u2;rm@J`1%W#&~*;qF^x364e%L1~BPnyPGFq7iO>U;08_em(pn4zmJzXCT0 zt*ZB;uX3&i*d4zGx-~uspXfj`*WdlrL=LUKZ$)w3ldUZ7F9uO`3x<@2OToGnwZshN z|0b0I3}U!OgKUhUn8KR&)`SD;36&dgsNnw9QOk%%GJi*mB~IOJ6@k?Aq0Yl+H-g%sF91 zLq~0lyP}8k9XY{dgjgoGx>N3<4OJ3Uka}|gs7r5STEn6zPEP|frW%Nny(3Luo3X5j zUR-F?`*vbCysvj>kLTK2;lnWjxYK!+D(t}s6${x6$p1*KP0-5DsrYzp`|o%SE%tjf z9Q?~mga5?s$sWWH;}4%td0k6nOYKTesknE_vpvh5k(B`H>z#J7SmW?ot-H`R;cLVJ zfV?b7wU6fUo3kYsG`^3v9?d)T!AOn20b=Ge2aFz}$7x^v1CM$>(E6sr5#DF?XRCv} zo+QSDJ6!X*I~-PBKqmy+I*Xl{GG{Ve;#?fB2Ph{+I{xHTHt(d!0?2nA(yaOwxFEsat?$L(PP0S87Y_foEN+M7#PC(A-Ss9_f%W57zf zIvy^&d_&Yo|3ht_4gBpB5F=&2HzU?mMD|LXx21r++d^pS6gZlYsYJjAs49ZdJB0`Y@?uu>s;Qc?=XY zZE^=`=gQ>xf)36_az<}hcBcY(V(S7`j8cvCie<9bK`dq8dIE~>sX;RFaVE_ZgehCm zl+YTr^%}Ua!tF~k2&p8fW<_t~u$zv%zo;a_7`Gs`=kOebHRW6uHjgYr0p_0l+cHf>n z&F~Z}u8i@%86%wX%spnl@FMG1w$;}wGVb{*78WGu1F5PCEoDpS$Qwtx_L%SK-UWPc zNf}I?{i4)e19Ks^Icc%?>%X3`l#3TnPwIjy`JVAK%4zh&Rns@ydr;3lWPZogvt57p z`TVXiS2L@+^A`d{TI`yswl;A_%Vuh$ufnqR{ENQ<1B0WoHDwWBw2Xd>277)4nl;AQ zkw>F~R@6jO=~5&9Q+TCoL28b7b@uH}%pn=|gj;**fv`vTP+~{p4B*Tx&?7~UVG6I|)KD+_TJP#gQZ;zwi-6cmI z;h^E8)(wE283CTatc$UxZ0Tbw^@_UTVXUL045kGLP-%jaGO?rvF zH3Ko8#e}jNiGS+h4>nf60VLQ8~#J@9x*CU00$V9ss zIXBG9esw_^&RaGRv01XD*`<%r(Xeq{fJ*o}5**;N@2X)DF)o3!AW@cq`q$)UZzhCF z;Ih6(gIG#u)zN^w3KQzDXdRW&?YWu{j8QJ6jrZ$>7JPnbkr6|O=XG^ET|2jmZ|Jsb zeNJJK=nTPWeNYTCc{QaocES)yZ_!;Rt9sm*&At(Nb9Yjvq6iSMUGwY)Db$&)q@YF{ zaXkR;!q}aIn+E7PAGBLd-{|#Kli<&kbiPXQ@jG<^QloCVN09lmUaBWqd@`hoe|2mSlMgGkfd}+ow0r^# zY8h&ISoxWG7?C0BJ(i?b1*J;f)hsMqH@b1j^G6B$KrZUuo-KixO49vPyp>=a#I4aF%(cYZ+e!%)!Q2LlFiPdkFDzNt2Yk7F`#S;70k_U+ z-bNhlO*Y@bm%6oahrEPzkNl_Yrc;3Rl5cu)s~bEw%j5Jv3~EOp%QH%vCq>OvAmxg65weV_|20PQkD5tRA`|9_Ld@Ox4RfXfr7&rk>QP1oW#sjq-IZ}$Ip5R;4QDTxZLJ>)(V%NT^>I{^Z0XOJH!h| zVF<972ZFlhrphwY{#XXLbhiTp>co@M+oLp+RO-MX(JX)IJriQX?)=?W(u=F`4`YAK&5DBVP3?= z;R2ORj&4L#KGJnNH3LQ#zlgNCw7TKH8NQ8p=#&(ER%-}wfsQ=C9f>ffce5`^3|*!v z*GBN%QFCjG{7XtArNmVN$9gjkW%6>;WkBe@w>cm}U07BEdlmv7JrT~;IBD(B(Bu-d z&dHs=9tP*5Vy&Pm!7mY}9I0ZX@NPlJ+GxJPf&GyvO~EHO(Pmz9#3X={N(N1e-lmB+ z07qAfvy3@4Nx>jc%Cf3p!(0?~+4efO@>jx~^6e(-8)zcaQ~$qRy=B_}OAj!xG1C6O ztvxFh7)`~+C7xj4RAM47!>Sb*oDfgl*j%HK>AottF8q+RAJYL|H#XS*cS3@R3?`5f zY{B1%lOrnnY9Uyqg<3XptCfRsa3$`0S@eTf$UyEhLYfTthOtFv!&UpFsWTr1rr zJ)d#J5y&dUews<2;qBCRz7UUDG(R+K&T`&wkmvs1mQrFmOrVK@UaM4ojqw;A1l=eg zxCZ3QmtM9!BtkYgATnqktd9VJ4^E3ic$TX)LtCEXJ?Nbs1REUM*iVfM;_T-GIvDCm}v$_H4ex%Y?(8>Av+? zUS7T^V31TwY({7@^Wr!YIY0VIJ6CG%40cWQ8jPBIOQLVDVaqGnPJFxj70NDj)bbdx z6^=sG*yb9wkH3!!d_BZ9#nbCS<;e!nBV$QVAMYIa=b*ihGf8fL3LW)tFR~*v*>z{K zBk-Sbae2b_X!7l$Cz#Ht%I%^joX)uP#^0{2?aAw1Y*(u75tdtzS7UE{j$oTxh?nM9 z^e@~m0ze4Q#MGhOm(~~N_89*0_WlO|H+VBO{HSZ^>K4y4e|}ziJcCCbMH>) zFNEgb){m-<$_x2Q<==`*WzR|gg-xV{KK@+&0R4dlB-*{IbM<8q;^Ano46fyV5BkZ0~EGzYo{-?OS)i0M!i%BbHo2;Wd-r&6XleA(` z4vZUKW~W5;>a;1+t*l;%Q-(Ca*u=^xcud?t3H<4P6|WO8ruC&avn+mOQTR#0^ueai zL66-|QE1QaP&YT@$v2DL73&d|^Cl-jIm@)xKExc87P^bTk zS*}(S1#K$d`@2OF$O_XIy341&lL5c~H>ymcT291ZeV=Nbmcp-xgQb&Y`aJ>!W~lGo ziNq^WCY*rq6T2UZ8CZ6-XB?WE#2XaXR=Nj-Qeilq=C@KhJSgL#U(KfK2!EQ2IVD5x zvAXKHZ3<00wDusz@@zPOum%VHc`BgK{LYoQxJJ~Eld!v`M&1DY!P5HOq94dKzy-|Z z-KyL(iH&a83rxC3N6EyecMTHm5$iS1977duG$yXfuK9Ejpw$pYtZkSUyNuRkwAbBr zbv$>J-_IhrNv>F*OFpYq*?-?_Mw(SAGbFq`xHF( zy1?$mgM6~%S?{ckm|{HHhU39g$~5p*M>HSDxxlI`>$qs+-=dN)!#c22FtVZSXP}T; z+us$jFO!M^G$Em)s7rwt@xuFHvt!LH`#b-vs{+C#JgWs=Fke4vG89om8$W9Z znqSiiT*lNm(b@)J|A3n2iDB`>`O~s~2hQT*PxJ1#@|c0Owv#TTLM&7HV#@~;^yQ8? zT;DK~tYnKc1ER7``Oj_#Qkjbh;T9`3+eQtvkc`o%6~NT4hQ%d|--4+VzN zff%wOZ<|`#9en4Hd8A&t@uR$A8v7&@UNouTd|$=}I_i7k^Ni(U{|3 z2n66F&^gAk`1H`-sRjNi({e)%{*CeH&07E4p7&3iD>}bhX!)COO5U=TH`Jd$wSvBu zUoWm;P~tcS1uXV~v(c(xUW}0|+xQol&t~J~7i$+UfTf$LJDu@rN&)TFxD+p-jawe> zjmV~>GG;nND;%>_b9p>^9>(<^?cu)PuIu@JjMRZ0Qtj2NfwBS9CiVuz&68id0@~X? zsI3PN^r`jyqUu0GC3*hD?SMU!byQ9QvvDjpX^~D@n#TBkP^Mdi9G3r--17aG%=O^u zAu9+iAg39YbH!N>hwYpw+D1!pN5isY=qWs5@`(1GsF5o8G$jQdW($eQ=--gD-2s%j zPQlTzP;O*nvo1guo9IS6P zhlLR&?SaCfNGy?o%yj+_jO^)2ybUv-LC{D2fQgx7X3(Gjo3LqnTV~w333<0&K=p@_ zIx!e3IYT^7ZaR|D5k*=gAxc^uO@sq~{^|s4y9Pam8uMi_oeDBti79@#2%JIxcUTjT zn$RInYCXAZZj9Ed>Shayc_($#p~@lEOK^tL5@H;62sWnV}bOA3X24*ag*?YE;d zpgxmf264<4iZ?AIaBhgY8IHOTcy9EAehe5&%H3Zk0vr}EZ|gJ@_~8I zaT;Ww;`uNB`ZB&;(a`{C>3KBU@GTe{fVaj|I)t66I8BQVoBX_Pqpa`=+|f(xe)zOq zarX*j@osY_{W?|is$Cv@uVu}ZrM!-d4u#;TFk<|!&ZKEEkl6AIzq<57$|K%z$&5as zAu*t}0mn2>7eU^NLE@bWAa})*{_MuaI|S>u;^#3`l0JD<)U|;=%sk1{`Gp_*qyL@| zJka(r=GlhQ3)G5a;&aUZfke1&)6*^XNv)!ewuJ*5Y^>4xR<4 z%cvj>=5Y19oaRi%3$TXjWXod%R?>OLj5dHdh-9>AP`U|lDSxmyIae)pF~at5lKO#> zu5mdv9M4TTK9++Uu{)8tO4*W4pwYD4k;(gL$H0)v321jL=T$C z!oT7)4jKB5)Cgrb@uA~{^XbGt-?(^|(P5RZZ)#TBa039&?qCWe64X1-GpH7HDIi??Ku^!ofugi?k4+tQCqJ zVENH{G=an^7Zt{3dRs9l6r9GRi%^WNU|{Yk*M(OX@G^A41s4fmvdPx;a4j7|Aj+1` zPOhg6gFl}AjVAI5PL;=VdAm2%@fL0Lsiau3YVm9%ty`7OvQpO4l z))a(RIpd3q;2f`H~b+mCKP*_Z?f3Ws0E&Q zZtY43hYbyRzhG2XIh09Ud-`Oh!NGj*#2dmgyD62g6vLgla`sNbWDaGM6#i(A;`uD>726l;&0w z_oCD=nj(>>MO18^ZS`QuIl0EKZN`Ufx+)psS3nl3MXc4la#R)mH=52}vstUF>cqYN z*o>)A4sx=PWQpGvugKi;S&8XJ+Z8jw#H`H-O-UaBOuEOngshrF$;9j?yA^DPriIt} zg{W}Bo<9{-vwz)ts~$|RjLcBrUqMGu=I8@I_S=7s7W7yj*@BQUTAt|wwDxX}jB?w0 ze|DybSKvA`Zcez@65fCPj}V)r3GTca`C3vbg)3JP>s3+0Bj&_anB-H7F^_1NYHHf0 zt4TA!XH~ORgqx5Zn{(XUUFSyW6^$*;^3NF6MC0;<=1l=+t4~MAIepietzELpJUZ3= zRHRJYKH6Oopyb(qH7E5~!UuS$Au7Ehd;LPeYQL?-c-1cEf@h#j66B(+@gtT#9Q?Vf zyOQXgp)?u!r(sjNw8DtuW1_q5r(~|oP(j=u5<}d?x>};Gw-i=r1rMm z-8U)Ov_dugCz@<`zm}+*X~*G+LJn0aq=&eI`!U&EQ8Gzw00K_+)2G0%H_aZHGvm>U z<$}6_5Po-U{5Cq#eR%!2+P%NO_o`h^w)#08;QXNEWyQ(Evv5>-<@-ALJZ_=PeH45~ z<;{*Ofm92wUd*}$OWS(!EaZeue)8Ogs~YDT@tR$~%esoKVKiwQ1X0ns4sKce&(dj( zs!UPEz&jU$i|(qBVin4Tl!=ixP2IQh5v(KNK7rII)jcO2U_#_fbFBQi;2bMXVaQ%@ zmXdmJ6+s;eV^~Wj)gTOy8_XcFAaNVf3G{m7qslssTSsz)eE`Yj@8i0E=6Pf*^$k7C zLj)JyJW{(4%;u0me4T;ErhSz?TQjc6%6#MyEuvMKi66yZAbRu24)>ffsaq4igbxZE zH~HUt#rB{1az+3v)Bl=Lc2e|^)Hp`##_(?i>J!CkHXgN9fip`l;H_&CDXrhBd^(Ta~5^rZTbXq8pE3`Iy3Mq0FJ#VWpPp5o0 z@T%Bm$`*SD+FTG%cf6im4nOaN0KNCc^|5I^1m%U;UV&lpCquy+-hWFiD$0^HC@<@Ob;mXyRR0MOC zn80;+;wvzX<8j;!gIgio@9Zqbp}tt5I9{gGRcPK=CqiRkHD9(s&qk%tFoH^N1;AhL z9a9Tb?rjopq%Y*3CtPfBqA=X7P$#~Wm5>=rE5uDqq0} z)!roGtgL($ixX3Cu3sFpAkk=5kpW619S3eyAF=o(hPSp}v{;r^QgU*7N|8LqbSUn0 z{uSIT;cmFbJX&87q~uahPTD9Q2vD{cq%R4*!LZXV=3BfTcnZkEIKfOuJmm+#HTB-dT=G|O%71uvw~ zx}aQ^)dA;LeXx13-H*SMF&Iu-!XZUW38+s`p3Sx9 zBZ3+gqj?CgZ+->AnkgaIRn&~&7UB_jWgHWF0o-XZrzcp&o_Y&&7TmOPUIeoeWBZ6)IF3O@QI!dCaHU;AxyKO;;N0={H6<; zBKQX#Nuck9<-Lw&CL+dz>V4>$Y_1xtkqipz_IrdS;EN0s?#&<37Z5_TfGGZJnQp%bz!AZoH=W1q zY{{gCuC6{Ae)dhD4J7>Qj?_WRd6q4y>2ZGPven6HPk4lX_bRqfV>PnVpZ*W`z2lu& zWC7Y;euCg+UYN3n)3*2jmhp9MK8xI_Xmf zRi`AszMt+PVs4W<22YumP_TcN(eb@hTq^w13s$h0B@we<|A-(Gg? zO$fJ4b-HnJ3p-%6k^-^!iacw6&Y$L>UFbtR^g#t~5;nA*=R{hT1$DzXdpNfy*2t(l zPJHD*f!EM4`K*)Q^{3cS-rlvaTu4N0y)bo%lP!<2s9UlJ{Z4 z7{K}c4EhDYD1^?woRAK1d~z#Hc=>eBYbu0s#OBHEOmjXEJ_r69+L>5AWl(U)UGA`x z`9&}^0Hr8|?3y$B3F;sDIs{Kd4v8l+42f}kdqwCYcD#vT&Zg@YEl^3H+Wg5|eH(`48m ztpQYKQL`c=W&k*yDUYu{MEIet+d**P+B!xACgUuO2wwSo@JpW)Yqu_V#!;~p(GX>J z)mn|6tOL7ggGz!KjG6&owL>X>$0pSzHBU`buURY-M_u|9hyh;HF&hHLwr}gruzQo= zQNy@eZ{@%6_r)*uinoCa#}%1PV;3MFjWzlTrH7a;p+b{F8PLN(O@{LL3MQ5yLD~pa zaQFkj`-|CBH>hBTLPl>WWIP!Vxa6=~V5(+?H{gD7U}n1irmu1V zflvS?$NcBl|3Sc_fI+~25HLFC|HQg6HjjgVIQ?hIl05tJlhtYp27>XQ<$nddxd|L3 z88rD&|0k@~5$5N*WLX0cwEyuqYOa9=(F6iwPR=z2A_LI>Z=u(c?X?adK{ z6O>BF3lS@?rCYUXKflTq37CyjBnS!qe1~4+did2p(edo+Cbp^=sf-sVVnCj4b~v2$e<= zN>)Jy^)ovl8v(TWtvu=tg$4RdS5RX^qtLuO2RN@pDFP7;3|Su$!_P;F00WU75mpE( zCSa22FQ}$m#CXV}dgGFlrQEqGT7^3gx80ioht1JM`*WAu^#;c=Zd#l;MOx8ey?-(& zI7AdQBsAc4<2N8y*dC(w=~~g+u$bm0 z)HmFMA96Zn2%jEYoCo}}%J@5*GfU;)Acy6}DKr}=mk^doiJYL&S<1aYuBa21&t3Q? z_gM;rDl@9}CoN7MrlfxXLjAh0ts=%%bgU3>4)_#~uzt9mh~BN5zzR)M!c5PhT#z-y z9Uj1uqNQB3>KKzpfU9o^RIUuePAtPNT1+hjpf>NGm+EYN^|J!_`(qvgFjd zFx#xNH<^sQYtu3H32jP>t`DRSmjYA(OJfQ|-98mQ8optEvt4*io5ifuG_ROVaE9^NCbO%HmGFMr~Y-` zDhMprV;%KJZ!DK)xi;D>n<6}Lf$$>^@@Qhp*_L%}H^Q^UE7TG)#R7FIJ!@CMvD>T| zKOb9tTRb2bbEq_RBGQacW3I{SIoMEFjP(a(i(I-7#?$iL@nNBUBF$PJp{1YkC<9FE zd$bLzx4+XOJVF)Lwlfg+ zSr4_Igkv0w>BXOs@_W7odOqL}c@F8JzV=f8KeW%9> zKw;P6Jl@@k(1BD4z4LGE=A-hk832II1wTA!b3U~PReF?JdYrrc**4dR-(K0sYR6bP zFIJvb=B*KCa%^8p&=aRE41JC*Yov>Zo>n)-cC|?ov9?YG4wz#jW#L@uxYe+=>xR%CCBWuO;Bp^-*lssS75Y6y2zlp5&N1eG{?Pv(Ef|= zyR|jmZ9XhqqD42?m9jCq8O} z{r;qJk7S`}K~TARN?D-9Rk;4Id^@wd!ih*D`4w7PHd?6pG=TWj9xclO3@j!-b9ik8 zUJV$rIy2oK&aJ4gf?s*kR5b4#iL7{KLs@@n+9OR1mb!@HtWZx+P9hZIccx@eKd1Aq z%(_c+&nQusA~|?h<3HQoix>F$9d3!mW=0^ z+Eb`7D#B=(HE}%7KP;I-Q%9WGZ)B$~FefeC-NFzS=wy{ZvF*zuTh^`k)HR zxYf;duCobyH;>Sbc$eh2auOy_{+9!8(p?- z+qPYGd+&1|&V9_v$QpS_GV*E8e~TIXz+%5ym{M~Cfq6^u1%Tmyv;0@FZV$wgniB}j z-7+N){0{u@VD|MlS?aYCFcT1K>K;EZH-LrV|5tN&sY9wOtu*s7l7J&BI7J!8WFcqO zxcm~)tL$o;S9BQMw+3YmpHw0M>L>WkM7jnE!34=ay1&)Rp6zwV4T!Z>=t}pE*NfL1UxNMgnpgGLzgB~%S_lXLIk^x4LX;+Es~B!+ zRPF)yhpdZr*}*)LEzya;Hf9VVhidOws6&pBZ58sf8>+603zkH$4)PGatg{q~2SN~m zNz%dBF-Fax3(}8`b<+jPNN{A05~L#rAwgDnd{9yxB7jUlfQS8FtV|QNnTCaikCKXV zYGq=?ET@NyP!<`0ikMFF@^qKZJ#p79@LiJX-R9^OrCAysorQXRV!{^nkT>}e%P8262CG9-F%1*-BD_$0H z4}F+1?=lL-oA=~io`Q4tT54aTPJN@-ZE~$wQ?yLr(XNgU4I!m0G;Gr4AAbD!f%q0h zMh+hvlA2|XBYY^3Rkah55wE5?+$s8ixytu~g7E23N z3hyum(tL~r5;*)eYY4etSKF$&1OYP~A2dj*FCBnz%LkZ_roY2~;!;Ko7kXPfFh}#2 ztlxu%K4^|<8f=+-eALR!hx?y&xljUx!kLfG4tR( zVj-qzdcnUbr%?v%ImjFb*4~;ys80+M|N0>)6XeA>iPO%9=ujkTSO~F3Glh}nc6uOs z)eHgXKx--BOa7_fuws^vmP*tZOq$7*#r62nn*Fxq4E1>2u+iTA8n1`NZ(Lng8W&6K zi(Vtn5ZNyU(a`LI_U6}Wi-xRK*W^AS!SN zeqoJ!DVA{mu^iq|qiDO1DR?jkQC3Ml*P|KJaI#L9#4 z?zx0lP`)g-)flhw9G8NBplm07hDKgH1xeFEsD6g^T5(_Cw#fL)_$lPVL7Xm{o;%!DRFw=mI>8lB{fs_ z$SbWY`DzQ0mz%d%`&KySuKYUQbt7J%l*OU6WMNRwEaFwb%0tIRYrNg1rVk=K_SIYY zqJ%NkekV$UM`I{Xnd~nxsxh)==GVHy7w8pe&4y+*4`VKl7U%`OjYbLBg+Md%4`6BG z5xsiMFCEo4sfQ9O!UzZIqwVHt!2#JJcY_yt7kna=+z4cy*_|>Yg{LqJxY#d|$ef3x zLaj*pixQH6AX_opAj@L9+||v|ti6OfR8m?ZDmID|y$6d4^Ca5L#?N38O>;V~s18}n z=Y4aHuhwEtm0q%oYEB2JUJH={ttw!-FweG*EpIP~kmPZR5l2dE#NWCMx0|6d)3VHn zcuCKG0)6k#Zb<4X|9H8nw$is>g*ih*VTjFtMtGQwMkb$)7LWbYi-wj3CMHQttY+jE z;z^C&A)dwU`OklBDoFEvdpsTOE%$b>zqDG*KVy{R15%ePe>ekZ+je;VRYu6K))g5l zyYZ>2O=c8CKgch2=Klc1V;$Wx2lU>H@Bu1-@(;G1)8<_y*b&yZoV)3U9d*Y)8$|F=sz(!JE(YlV-HBii?oDR8WIVu zfE&W&b)8-AYlQ_=^%AmO&+o=y_a5n_ah1ouBTzLKyI8l*1i&m+6(d~9#KX#v zx0rTyQ@NPcd!RRVly#S=Ea$9Z;1JC7z!nWCYhncNKZgsQv6dDBwWR#5;t1UDpw3*dqm!mZ*t!&Tyv zW#2dZKZOGQhbHb=5K9Rt599@lKSN^VSk>)#z*WVTl~vU=EDcDW9ZEl?oZd7O6xKMo zy2WAW%-he^nG227pj?-rll@#z@K)7D*pBqVB4o>bmhH4wPv7+GJAMWbc3$Aco zqira#n_&T8(WK=UfK09=WO*TZqf!e(X+x$oeq)+)UBQ`642-OPEQ7SP^I>Q}UT0=c z68@qK!Y04ZSs1Cu-VC!bMd0_zhi%sm;=3f>Pf^{E;Ey{cy#2gTQOQy*?C(tp%_)hU z!Df_d_ELG)rBbGDstWo4|R)>bUGL7Jd9--nGi-)9rlK6l9^nf)z*wDo=v%#w0;TmBB`bG&oR9S85nm~GNu4UZQT zG7z9MQT%|ogHr5{6R-#WnxnWf?W`HIvVQimfxP&!`VR4zQGFPhOwG7w^1*~GEGWx1 z3)kzm)S595!*mE+eRLvASv33gHa($2&b2q-jU)v2Uoy+*4vbsos3}lqi|*_oR=1xz zbWV8O|Lz@SK`_&qaU*?!Wa-0j{p#(legzOeHno)jZ+`pwY?L-E9p>O(@l%2d6?|k& za}Wn-B#+Cfv>>S0h7hy`-iTcSf!B{hShSsj7ikL(8y%xkZe5Ry+uUsAUHtt)FmsD| zcJTq0<-yt*MqJE`4G+?ThMMR6C;iW4YX4_$$UfbT(u5EA*6K;0V?u^4b#NO)))-)N zT3SA_-1=;4s@W&z%ct?OZWIoin=ntw{*DoZ_u7-@knUFJV8%bTJ}_Yg0R5z~_&Za|K$c3WP z(7ov)I<$dWYOKa53QItvQN_s2E$j8?D6S(H#xv7Spu?3R`2Di;cb8K%S0{iZAZCCW z0goM0jJyT44pddkmvO7DQmHVh>pD=8t-9(=h56}COzGW8e2h?hs;neuO^-Z+=Nqr0 zc&0y1Dy`S+4K#PF2zU9ML@!Wa4V1W}Om`YoOnQcbJz-*h-)Ki{1q+h{MCsBUs!Anc z_^fZC^dh_Pt)MM-V=xCk!4|M{#^)Bg=OPWxK*0HlFznhSEf+wJ2R7guXa){*(Bq-V zky+_SI`77sYh*|LAb!!K(@EZO0f1~=wGf=Gym2O?U?o8 zh+crp@{IOy?h*tMgs*q=773$$*iy%hHl@yJ73d>wq~$dbUb7mqYIrPilD-f2F4>a% z(+~Si1sZu!CzsR+jR}}HKHK!3zY=??CzscX)~N#! zj!rXgewuwg+&Q8MijT%~<{Xtf!-a3<-uc=3_l64GCk;e@QF3xQ-|J8O_~Wc_j^4FN zxe`%g!@cIivByU?*Jz%qt$L^AZ|>2PEZy&K;oQ5e?DyET2Li4)Fc&Hf$7ilIO{97@ z=}vpNoU_ycNz#=&Sm%FJh$%jPX~l&n1IKfuOd$H0qGKDH7BFy`axqz{4;dk8e)9B<$aFcRo~FDYjy|0=Xq;p0D!s`zb&6qrj8Ri1+^qzNq-dGZS>{>2CZ9gHp?7Zz&gb`eQ*pew zjVDk$diQ5bXJAE8ea(Jl3vrux`gAMI+@iT2)X#F63w8v-t9j4n1y7KGz{${#jz`gt zX4J8glIb(*qyTLeaJ0;aszJ&wt0hmh9AVXCv#l~w&GNgLX6lE!y`kj#wu6;fXxkfhlm&PEJ3 z*#sh7O^AhaWYmUB`PhX%2N1mIL6 z0?1v)0sGKELX{L<8BFt1s#*jldZ~-$%HF6;&=x2Nv1Wvfs3=*Zg}lX(j@nAiK5}x$ zlu5DZaf9JX{3f{3M`qCvEC=RBQAzTbO(C}9xLAX9h6EVToZ$XP^6*R%R zGw|q33`7kP#H19_#eUdA$*8rcG;>2kmVeaNGz{i9yZDjMho0dy6VvHQ&Y!Gur}p-a z^Ch2`ZMU8q-&*6OWK;lY;@BmyD##hT_~6vD1pkT>#h$JGRcwKAyhD++liaGexvE7Jy$#Ji9iX{S5bd17k zJVjBF>f8#-c#%GlX6c;$G-u&_Kfx%0`PkjvV@j(ec19v9JOUu6I&*iQ!9C%qTlReS zhaVpivr=95pIXKGMN=vHA*C~Auw>aI1ppwiItez`(@{ApizE%lHYt;I zN!1u(l*st2uv3h6qI7IVeNC&n@m+AQ7(!{Y*yoga5=3kuY?6E#x~ewn8QaGs%5xIi z$Y*3Z8n;2iWWkbq*fny?xr6Vc{`n0q5_h^!up^(4Bp{NaT0RlBi(faZZ?}RlxPX-& z-Nf&@R)iq-`2imIP<*_WQf8J-`XE$$z{$t|DZ&RyP6C*E-5 za30_Qf#Vi%U~O;QlYnIK*U^k^J;Q)znsOf)X}LJmQC(oy^V0?7KyXdNj$skdA+yLFYjeY*k7thv9 z&@86r*-d@}wjpg>(xIt3rRB7ykUuU-<_tjkWjJy&!lq0s?z_LvXSGEj-+)e;pxRG3 z?V6SFs20gd>3Dx^_3fI*-m9|5#IB<*#URyhGGZ$=zR@6=J@g7;Rrg#RxO%HUo~^z; zn|lQrdxd0Gk~WwZ!5#rE-2|7R<_Np)O^og+@$Z$KxM=#2s7CN-`(obe2`A4QL@Xd1 zX_sb8Ir_N?9j=CxGL5}v`)Xv*~{p*v|>0|Dp0>3lH01LWX zeg?ua1$%yc}xdH!74=nj7Ft8e^!^;7=PHAsJ1~2(v9kL&f7$sB-GH^5Z5) zTVJjn4qm19ZVoC7@9AQbmDxMj%Pqs0mIKS3{W;fC7_?oVNSb9gFdVLh+=)Oj=#ouZ z|Fbmr9x5q=JRo>$UlrSsm4|~_^usCw-eK1f9mR_}!pad=>@Tmp1f-@8#x%gA*0xLv zLFR232{<+Sz5&ELYD|Dr)}{C#2l4an+W%blnl0la3EpvtO%jNES`^~a!^uKRy7pY= z)k;!J=pOh)FB2Y);bt4RjyTvmU0;n%%4*)&9@xBXQT7*1gWVA3ypXBh9h^_aTq|kn z2tN#e>8t>KiUBpO(fNBKXfB{d>=qN$Kq|^y;I_FRj^_9}(eWLmGm8(H-WnXG13hdG zHGz5{XMiuo(9@_WjqcR~qmG$U{RF<~W4!xx`u6tp^!9f8w7YwHns0wSc5r#C(SRsO z{rrLacX#rjW}~xFXWCd0_PFa2ggc{1-|I(2Mz#v-jRO&-kgzwA)Gk1s)l|lqjID0X zn4%2jR*FZ5u&cjLrHA@tFA)viT1MaMPnd5nlg(7}k(cZCh}^VFTgN<1g?EC6?m!Y= zt4c#4Gd>d#bJT|8WRUMl7Wu@OO!U8e1ggIx3~CQZdkEb~*5t_Su^?4O{4STnp+hs~bM_n_ zdb)}UwC}+A`yu83O1|cU13cO`T#nE4WA7zA5$i3-qAQhgR$8077gY^K7)54pZeEFY~=;I}=iPv?t zxp53=7RdNUVq*XZDnra7{~)E{kq16~ue_)1K&(M1z0Mw``}?v_-N{`m))7w-<)k4R zkjn)Im&(7yHLT zUBqrqnr!NiA}^}gReAJ?E9ks~vG~p-w3-5U{!QgAjyC1tPW6|{09TB!>PF2sdFu!{ zdyuqXdJ*stI?8|M$mEl^SKeASH?`dsW~C}i^C$qu4}NW^&z9NTDrC z!K{p^tY&p)sreJ;{50a?Vp6<(#JZxu3m$nEmGrn6g>sR;YKeJVmpT68qTDULc}EAx zI%5YssfBqjc}3efKL?Q0xYg7M7H7j_gLJ~eK~H||&aPiA!t;P2iRP1Wg#8IvH$m9A zzr0V}HYF8o2t3 zB!6Usc3Dcn1*}9ch#PjKOJTy5jfQdyE+WSUQE&!m#!WuA+8C6`ba<$)qNqu?c46HH)VOMvwr}2 z4!4`KODZ?eB3e;8pZ!XES9dxi&#pLpKaNw+NWOrRxpCKPrv>QRV~o3?5$Ispp`l@- z!Y5UuyJaENi?~#UXx9g8beAMB%nZB=!38{d2ukicIS%zEH@n&h+`O2f=1@_QkZ*r*J#dW3Qt?X_uNia#kSF*zlPrNpi_lm}Yt?Us|9QwQJD zpU&UiGf0Br#3-C?WgN2qKnWW~#Vp+81%uPQUyTjon^Y}-F6fb>3~!-(_NW1A8W`>C zCzu1AP%lqhm-17vfUt_Z zBHHg8DgRO@at?!mfMoqsW1r#r7=qp<#WYh}q#v<$+4vACQdOZ^Wsh?E> zmy^7L13<5p1q~&C|4J>TMKiq`aArrQBBJn7*s=5PcIP>aFcgo@2oC|?Dw4Psd!^z2 z7DG%a`oGyUUSj0GIYUpi^qU;Dh*9(gx6Xz=ly)TV(oh816vw^s=D%s0Fx;=B^?MnE z8`~Wh1Z09a1${1@jx_$$v}cbmd|s_fFVSx9Z9mq5<@*w6bpCm&6Xipw{k5T=qA@rw zmUoCodqqBFeA^g2d<6x#^o;Gk^Ih3$9xli-Cp6GR{~aewqPnf7Olymfyl2vzQ7Y zXB-Bcx}~Lo^g8$5n4T8m|3*vH11c2_ko@O*B5oB1I+>7m?R1>R`Oh*=e(-e?U6vDR zM|Vc#SG`)G(M30E{B_%o|&6VZ7p>Vxtg_zvtzHKj!Z4$16*DZHTUEoDVXSk8lWURtHDyS_c-ctpK=ej`eZ z&1i^GAePshDLE-AC0SV+$8%v=jD}xPP1mS`hPs+@ZS@-;w&b_-|Agdh4F5s1vjWAX zq9+35fzH%j>mIaOa?Y7cb_&qQYm~%FC{fxzmBK9IDnD~7zlq-yY_6GAX zXVmAu;-m{SY32{AyRbz+`IzDF?nyvnOmh#z1eqS-9X?y7P*ujH0ywmIH1uXpj znX+h`tPKBdTyXzZsE3TFbojP#_$I9H_?`N;_9h#wO@#J!FFJ_J1!H70C;(1@ZDOd*aAg%>jiv`42kFptaBL!RvxDs{5*^~SZ7b%D{ zCjko=-H!tyL6j6qh({qol@y+jw-W1y1%_kJFcH3 zo+Dlno-)N6`CN~(c5SgoF*KYq!+lW)>?`a$1oHaZU^RhdN1Ssgakz;?^O$*V;~rpi zm|vP5lte9f$UZXtnC{!)WGg(fOp0Vh|u@7FA%X&hW0adC5b_IKsTaepf`Rc+1bTJE? z`LaoKd(Bv{;4D1Q&pc&HPj&G1*o@9-UFIEgtLy2RD#39?YtaxN5ml%B`?LlJM2EYB zt*M(5Qq#x|nyANOO-OV>R!*@?CLD!J(Vn7`sF577Wa3HB6q?apL$^EJ+F#Y%8pd`J zm*U=(RlB7it7Ma!Nkr*V?~+Xb*l6MVUdH5FU^w>DDuf5u-n;$rKJ9(XNy?M0P=egJ z&w^5M>L$h<4RRZFCiJmh64^hNSARX)djDL5uQu&Mvp~>*X$<-OilGn>T`kU!1}1bfT_ObOxj?x{~- z?Ke>ls=oVNKTwy<;raQdBnn~CmU?a7Y7r9utk8urcI^gq6= zDsx=!f16Cy)7FP`j)m`1@%Wv?yc;4lQo=AbiBzftt}!VWp<02awWiT02jCLRF(eiThcMeS>hyq;q(j}YN;WpMY2}A2H$)Ao`bGD|k zZL(kE_ie`F&mK9p!TLLLZ=9#x8g?IER%;Gw)LQ?IwOJ2J*wll>IVw_tVXNh<5jCq` z4xdqQr5`U4d7kN&2>%i$geJqKO^K5V&PpnWd{5SSe1(<1BaM^;^!YhG-44O$gWnAu z(ZBQc_V9DOkP-=}R}GU46^+@>s$limlj@&T6T_iBwn7o#)RhO>wUMRkl+0U_GBE&_ zgjD#ti62IH$A)jPVvx|`;r`v}6npx1{3e05r zcy5*2_ml4=G2i?E*zdj4p1a^h2&rKkyl;9ZAGE~9v7Rn~%AzP}Q5zlF4?4rEetKUuG*hQN?hGwi)tg_jvBPi%7jv*PERErgU z*>c-R8Rkw4rh9<(cy)Y(WF-w?T2$6EHXu+^(wZ-^X87@NJ0JO6od)s=){T}QHSSC-hD3X5 z7A#^#yyk1WY0{8GXxrK!;2!;RZ0CWGZs9k7d46hw60jC+{?_gAJ5H9y`KXs>r}MFI zpthh^XJzs4Fr14(XA64KZS{R$;C~K`-4VC|ytxE0Om_HLSoa`5w{5hCT|pHywaTNo z+$fWnW&D{F+b0eZ&( zfZ9@pIV%GsAhYbhZ>(^uCO2+3ZP=P7jwY_6DM~xxC~t(Ic|Gw;2`YTZ8Yag zR@PFGm8~uPcHNJv%6#;2kA2Z)eKjlb7#0MPO9Hw&rR9D3Bc-`XS}2}Pn#D^L;hS{~ z8ZdZxO4@zIFi^?5!OTQds>ro-H%#XR$#H3e1&mscV3D9%oZm6km^bB;tBCyo=+SVp zlu+=8gWK0BRy_;IYC-vo+vf9sHu8do%Ri#__vhO#ZhIhMf;iJgug)s}xP(;>ih9Ql za7vYHD78^mib)bcU$U^TRL(VGufM!wg%q4BMk5Rm-Mgk?M6o1*#!cNW%Ot zK)zU3#xW)`B2mQ932g_+7ud^yD8Aq`KjKK^pJ2XVgrDb)a)#Z=3m@Dmk(4P!yAfK? zkgu>pdu~m$Wpw;u=_}*p4JU@zU~C*^KP@XvS&WW&XpP19JtFK-EAsJ_JLNo$v~3js zg~HRhM{CdX{qH9Bn3rcjQW65Ev`7akr$xB$M?vA3P$xz3-%@1O<%D&qDrL>=_*9~( z@axfzudOL*_DVq@7!#TGV>O{$+<(CRLRxzn8~!`juRUU&SIiA0%zU&0d5OhrB^5LL zNM*!wN@ag%jrXi-_n79+s_xdl_S`bgHDGaAL;O&V=g#!FxQyR`ngL>YO3la1e6KRq zLe#{xRaJEzElmq{Ki$^xLxz8mZYgY_Lc4Q!~q{K?XNaY~0d=!d$B5Dm#eTdR^ zkra%yd3+qk-#3bYK5O@$3@svJC-!(WZb{9kqhI^V;OmyG8#TL4Lokh!5~zr{iN=a+neH)3lgL^uXzZ-dkB=1{4$_nwSFW@J#a}t~ zyvTA-JqI5^P95?oDdf_*9jK|0F43^X;8NUS(6_9ATQ%$e)x+E2)v=km5;F?z3hEUL zshE90S_6TCo3?7EX5k)=K=JJ?wro^UD&bD`Xj+vc{$4p2=GQT zs4XusQjouZlRr4^igmOUAhA+qH}Qy?T{(YuvtydyLpJAeTo~T|u~rM|c|P}teZYZ6 z{!p4H4jJ+Wq;7~u^zLTA596WH=Y$W>;M2ZB>7P2Dg%_5Y8_xI4y5x>50x7?t0jS!5Qaz?CdjFWY0QjzNw z&eKi-6vC6YqCcCO?L&VXM`o9{3a|TVNuw4=$2O~rmQ0(QGb+MdIdG9C^MqRpOhb^D z)E%puN27(=7km5YgvF&R+c8@-Fqd#0SX23_aMwn@(B+unbZ?Ox+bSjM*l^@m7MB(^ zGMvf!m8H+6>L&!Fv2F5ds+ybU&OF{l)OLOWbZt=MMT)f32?ipp1Hi=py*k3WTC3Ax zqo*QuHadcWLf^S%9*IB2v^$0t4QG807%{FC^oQ0%hecAfAQj$hLpld;a1>%2X1h#M|lS zf4T{nuJo919$yJrD^w_*pzE{24`N)GS(Z}+#-AIYCkyiRjh9lt-+nN%n6Rm`Y*?7tdbD9!N4MY9CzP(kp7e&(q;D*?( zB|fSWImqO!BKeP;n3kd;1e_L3k+Aj0aD_r@S6A>I4`NH?xCb$*&XX%d3sou`8Cn_0 zN){Kd|8C!tj!i0g#3-jPf5I`p#_bGviSK|~IO2&;QkPHt&WQYu=jr+ZUgKD+0j~*; zy_8Jg;^dr*3!oMs9Tdx&Rd;d%FqDhc!~?AxnFDtPSBOxfXzIYp#s1X0rL;(5N>(f( z1?2E7Qow{$dtRJ*jTB4i-_HvFoh@2O+H)l~>V-U&&#rE@AD^vyU`{%vg0%aI|Nb-Z zmCxs)d8gOx7MTa}N&bAuQC?~Nys77UI6MWY`2H-3f$wqtvv8qdzs70~=o~EpD-*IM zhCG=^K9l@Q|L+GKuCi3TZ_W(P?S)%#cyW?;Z-bZF@j1k{e*uYhO7x%1FMlH_d8~p7 z>B0Su`(u8_$K#{$<-L#H-VzgrE2^4*L1}r$n#nlzyW$4=nw~ws((j#UEscM zXGV~>c7YC7I|$qYfEjs87W}E4&2)Fa|9Iqd(%0S)5fK>WIp*y4wxZ+r!55~8Gf+y?5 zWZ)ZsA?Yzumha~v!7QcFE2SoS1q-f$VZN~8B6bgGuYxKR%3nf@=&f7`JmhIAO~|kH zmQfbMnutx`_yFQ{4GSfkFiudj$0P?B&tQjd6NhXM_?!>KM#XXqo?82zWYeq+%CFJk zEsb||xpJIvzoEnfCioXcUxGBmvVyr#x_b>w4L{}WVd~4`GqpI#*>DC)F43&}EbymI zR$nQgJ15#ad5nMyW4N>Jw;{$`I!8)qVwt*m5%0oz7$~5q$38_Ns7HT$Uf^czz$ zxkN3`*rXql6$hJJv#~Tax4r0})mfoj6HN`7N(a^laEwj@=-yJ^%aA#Y`yA}qvV?gM zA#9U3>#@=rw8DK`QEeJ?I-aKG`vuyQrYGL44CtVzvGoVO{$@!hhGkdxZl-AjiE8S_mBvtZJU|q1L(6vrkuOE|aK4 zDers!Ts%bKQQ2Bu*I%_WCxCG&8E9H94-)Rc_`$OW+}?LxtX8ko%pL&gyv6=H%)EU; zIA?Qq{o)Ct>xV)i$`U63XBS*j+;bJ`lqW^e@8+$XCd=*Fy6-}rEZlE}S_;7B{zdQN z_N?hm7TPvEZ@8rO=<6v>tr4yFnvpe=lt?q}pSwe47RP$RmWiY|V=rITLf(bgld1Ph zF2bk+koZmNXkE{u^|VVwBM#e69Os43&Klp3MI=}yrwZ56KxL+Ze*1jFt>Z6C)B3^$ zV@5XSN^!(C;l-pWSfXT{wnD;Cyqe@WGkE{GjCXke&)4x#XK_^lQ>{G&u1War-pdPA zn2TYbtXZuN)!$rrGt^l#F@)LMkj7sqjLQuUSb%I?&!S*jo?bMs1J1^5l9mjXI8crI!-cjq+GNRE!cabmmfgJybx8_aJye{-%|(a8 z#61AsKnUiuIg7%*{e?i+%F~Om8=y3MqQmxt;~npHlUzZ8Ex|mZ!Pq$^czSZPQX=ne2+N$tS&hK-E9r$kuh8n zE#_Racr(ZZKLCK|-UMy??2Z^?mb4Lm;$q*+IZBURpW-)~bf}bqdsG&*1YbWZSFl>5 zmM~CFso29f9q8`DeL8d0`!dylZLi}1DrV*Y$)Kf5-p$Z1vTo89LghqDRDaSUufrlE zWBT9D@7Y-A$`zYL_RhSF3AMu8f#wAauMzaBmY|OG>2Uq2Fcv0uhsUGJxw3=z&N11$ z%Xq`oG7l}1L23(xG{V)AuxU*OWjxzd6aP*#$LZ4Fsu_GzIhdqYH%&oh&0Zh?9&v+a za{LP4YgnE<*QF$h!x_1xKsml|4cH5fbkXzouritYxvmA?Us&2Xc>?ZqU2<=F7Twkx zCp_*?H8vdtQ1xUkRm8@Empen6D@vyQTaRfcbT`?IVC&PK_ZK1q>YNjDZfr>(O&-rY zdL`~Gue+m0!>-)xPPHGZ`6&DVz9w)?l?ip>)@_ulT9A)Pn;0eF#8Jw^y!uMQba*Rt zO_Ih?F8L@hxZfLCNq0n0FRui&%^9#qYy!C77g$M%Sj>%KzVniEa%kEISSQoZN^P|E zw1Fn`j}!%oB+k+)!yr`LBcDg!_d|>A) zsjetSs0LBjI#{&sm+`jtV>*1gjo4Dze=3H6q;cvZ34=^%XD5J4zhb7`*Gc&&n?R`$ zNTWO+WO-g}j{AeI(3#j6@F(u%WgM31p7u*un#K6~(j5lhbkTzjt1r4ULRQQW)G&P?CaaFn^&U3T0J$h=V9B54|FfKBNTor0kTZ@M2z%@0`yah z$YvoSfBbbzt9qqn+NrpKdWw8kzH~df26oMs7*`DWvyd9~ch?$}>?h5vrGz{jHbmug zT}@qG<3(*#0>3ar4smE~@NJ63ZxG;dFs!>)++owGCXeJ*!jgvCw4M$8(cMe;CVX!H z5oRU<2$ZhMpLn{ib#mJwz)?*U-kW*9NndT=uhS%W*t-q~eg6Tjqs;?n^2x`scFsm% zpNi@N!cyYu4`b!_UYC({CFb$`L9+I4>P`0>U1t*;0HYf+gImMMI$Q2eF0Rfg=CLd> zqi`ZC=!aFS0hNuT4c-MqmX-7)SdNpT>FJyRNygBIj~KjD>vE6{%b0NNTYmgdby(n1 z*lTsK;*LLj03K1MwEM3J&7xypSs-PzO0$mSh%H{U*?7o?R=XA&TbEXOixRt1tea`kdQsxn>1`Qv;uKw4o9pK=lP6 zQKbKuEi%1Ve1w!PPwn8522Mrj3$-cryozkHgy5lXmIO|(5|tth_mNAvaxP4qrAWk# zhS~pPYRhd`2!P*kq-hAt39MM>eYi@F#)#2s3UrRU+U*bk@(Xg5 zb}Jb(w*Dlj`yEcERH$?tFFe;?e{7vCX_kc3O4X{kQ?nm0G|?$5bUjJ}8G-AW0eqGN z;-t>V*2qp5HHv&p+1u9$`|jMc)nIf?3$Bg(Oy44GWx#15;sb=;&mMEv#egQq)xhzd zQWvegk{7<~uEf{HloyeX^j{Zv;3W2= zI#c4aHmb0^EV#$R+*54uJA;h{&Hkk1d8v$N z@D7Z0#E$DIsuCAmz-9DZrmi8uodldme;#g`Ki&i*BR+SELz_RDQIx6SQpYPABjQLtlC!9+xE0!-n3o?!r>BlcgX6%aHABvY?Ha8$k@ zg3<0T2T=V4xF{GH*k3)g&?x`i=^wP`zkC3=M&L)_-)tQJY4fLO0cQ9Q;qV_Gpe3mV z7z#L50sS8}V6YvSo`Q*!fPuiy&=QJ=hhEvk-h^J>&{E0ShF*?;Eh4tYYGT zwlxf;xO*v9++Bv^?heJJ=-^Iq26q@J?%KhjxC~a@wYar|yF>BAJx@3H zJ?vy9f4=oeG=Go-T8_|+*aEu(7v9N7myAfqYzgq9;w>$uHv#y?r)RUPhD%y9H8VA2 ztl3n#`y7is=+WaFMpE`j_})>jj^DonrX!9#isBdjiBCiYk>p1yXY>MPS&VG*FDyOj zjp$iVN!VPCTQN$)8VbN^CJ}LW0bdcdu?GM4hM<;nJGvlQ$U>FTsJO{p()KY3rBS?t zKF(H*OHv>jBuZDvqx13E=;tv}e)wMH)Hqy%$X4odTVQ5MpR186WeA+fmcRttB`P8f z?`!ag<1tr(5)*M!zu@ZOYocuNBx>}AxN}0LO_7LF`n3>9QMQ22dy!;~}-p%}{4gRRTz_F)-{j0K_ zV(hz>pysBa&*A-u+Oa}J#5l@5PX?M6(?znBt)aVFAfyHgBF3+DAB;)i`3qDW3vuC3 zY*=higzMp90&A{m;OTJp4sk2zC^Sx@9>_0aa$%-oiQv@`W@>b8YTuyTuS7Jqh;qE| z-iM?Ty6)S^jyl=Oj-XdS#8Lf8>%Wo_7D^;~v6c|@LlA=A3*Clz^u(0v+%v*`c$dbf z5orRa2zqZFq)U)REZDF;T@b87Hab2!{O+(PjbwD%DgqL*AH>gkn#}tL*@IMX8J?2l z%N}cEv?w<*nn}jEQr~0{^>qer)<&o+%Q+(o82udv%ph709?yWlKPbF9Oz67`I#wv{ z#@|*6K{ulMf?r4h9C`&4lBiVT#YAsF6EFG=0x0k&Yd*raV@d%WnNLbTt8scvtqb+x zYJ$#%dCYq#B=y#)2t+!O_u$Sog{l5tka%$Lm6!z;C>aLH%F9u?U?mCuq(j?BFTh3H zh^%onqb-nF)8|%TVN^>jAP>TqYw9~KA^ItsPH6dwYD7jf5XhBvk;UmxBVmqQaxg+Rpfd&CXPGq2Y= zIH&CI)d&M0*+A+w3oP&9hhn;4Ck-R#ZmOP6-0$z*HTLTn6){BAHOw?3T8Pu`a4HHx z^}PwM8Aalp%trr2#Ka$4?zaa1QiELVzvNYw#@-vdKHhC!EpAzTHXTZeW$k3;Saj_< zI!jwGKreL>9n^=g8?Qf?9KIkQC$ZH7)u=@@l<|xg+D1u6)Ux+XLjOIC7TBACkqexcsgBa%^hX|i< zDtUcyQxI6Be?rSsBJoD7H@WUq@~ce8f?M+;Au7vEx`LPHOzf0ZFd5wfPxEYSl?OHR zy{B=yYaz|qzo(8IHAuP_b_Al+(vMq$Xj9n(#TfmN;Yn?EY?gwd$ zlRoD?x^^KpK!BZoQf94&NxU@3qo?@ktEj1q_H_Jt2c2%)0eFONPqae$i>~Px2j^!) zhM9a72Akx5m$xNJdC%%o?Q`y+$BJUg7PyMZ5Gnibr0HDohk$HE}W-sVxH7$?) zPq1X9Cs~BzY2*#gvNuL+8=d?-OVE%aysMCD$@t(~1bqXl1(hAD`*BxNEsoIa-lYK) zp(S~-NjvMEhCDOos&|i7q3AAB_?_`?`|KhWJlLPoR^wP%uu-9OdM2FOx($j);0EG! z(`Qe33|9hD1=3soK+$-VbKK4vDz22oBbb}WIE zb%eGgF`%y{QHm+%q#uLo%h0)RD3fg^yOA@o*&e$f?ut`Lu>65jdZQ-vyXt{UXyf{b zvEfRp44w7I<<|2hdrLkP{KcJ7hm#UtaxG$^xkEw7CZpP2Rv@QPr=)?G3gxYCUPVDU zGkD&d#n*X|840AdkiyP)f3#i2MAL3gO!JM-28q@FdXnJV_`acFg(kg*Rax(FezaY) zV!s37{P)lH6nSpv0b?6mQ)(+zPN!ma;JM=5abLxvL6i`bP8r^g>80lnv z;$PbzdVfI}f`D58VLY)`b6TvBM|Yr%d6Ce>(R0_&a~s){pdG{0V>=e}kL1}B(eIiP zDWJpE^IvC9uP(*ur?5+ZM2I>Q$9_Jl$vj4-Tgb{!KCsm9#u|n~Pgz~{yk_LOc$ zhPgLS@lF(IicM3E*iz>DrJk&oc+7BWC~{}$`0U_8=@#*sHGOAq_5Ntb+|5;!-P!of zDm2BAKgHev+F(A70c~{UepDsCLf-Q9Ir{ZFBAF$rfQ{TTxXBdrI`Fz$4%XeB=X!L%(RZ~rP1huB$vxD`p0T21FHWPYoMB++f2O@P zxs(AlfotQ)bK+}>_JEkyyt{% zyEWLSM}LqIPgTU@=KP^xsY15Rk5`%f(koX10Edb;QbZAZOScu5M|jTOYWQ;@aw*rf z5FES#$bzxb<*wRYLZuxaxa%<^)0uQYG9J`Xq4&kcgjl57p)WzkC__FL-%-qUI)txz z2(s1{!X$-kM{ZO1hC)JxBol|yZs>o{k=GIs?1#4@T^Ii{e>iFR?fCChBRp7u(xLe= zGhg}##FLGoIoJhO`658hN!`eI(z+?HD-|4nkkh2{PspiA!^{+QIwTTY?D8-%0RU0d z>?K+Gs$;rdZk5zjA!iTWmtEQ67qM^>+e%4kJY$UxVp6a}v@vamSz6GdTa_Tb>Af9hTZkV<80Holt&ywKcaa#&|EGa!Z+tDUQ*(BbQKG3CO?8m3u;-n$O= z62(dWzfMih3VTZIcT&VV6td3zP7R$(1%B-ugHwVy%?Q*Wo0637C7bs~pkhpJ>V%EX zrd1MkhI5L6d38dySw7e;7+mf1!(va>R4DM|s|OzjX1aLPI*L?fwZpU1-uu6S+x@;{7GcpIyOhAvMgb;Ec#Re z2HGkgX9~kq8L2HszZRrixMY!*Jn*ILxR#DV=|%5RZ7?7CD8Hj~kIf(AYEf4)o$_-?n>YBL%|E~Ow*8&mlUj`hbR;x$8ZqD?gv zg4;ZV<=QmVicEyFLD~tv;#0p7pv{WX?HI`gjNfIqmP>h{+J(=))ukrqv$!S`0EzWCe-InOZ&{aoHuP|mjzwt!PvL|Vr@uQPKl$RDwy z2exad!@_TiLag@J`66qF1H{C|Pcps6xf$ZQmP;t^`h(M?%9Y$9Lc_oHKu*@xe9UJk|Z3FO6uED^JsUNnrvm8Ms<` zyRG;mZp3G#O43t5Sx;-097T2SwNe(>ST5v+c9Qac<^=XS{mY<|Va!zlz1(UkN#tA% z)bJQXsE?{7F9?!`nuC*A4PY(BO1{bz82IH`70H8xGZsj2PiTlKJzY;8-{Xd|O*A;& zga;4BIhy9IQ--@z?o+>+DSS>M8elvyrDqJ$NoAu2Vsn2Mio*`=J3#2kv@!fUo2d$C zQhi$oMmuy(_Kf-fv_u-@`q8J&Z*Ih$9UIKywDgUz9%NBw;bgP5v53RvC`==f^B(&C z=y#a=MA!ii*NG-$)J5CU+hCM1VquI`lKN-Du_j#U=k9jWRN?x+oRwWOykv zslnLX@*3z>rs0xNAI+-UwnTcfqM2IudETa3*oG&r8D`?S23h5wBHUT_1b$%wx9?H$ zAGaw$J)j{7bC5G_+P8%v%ym47JPiW3U#r?$496UtZvU_zelvT#TRVzy5msTifX+D- zO+SDD$KW{Q!@387JX4!hGC5QF*Esun<$reBu!vj!$!i6U*-!q}%4kGis${ZJ^wUuF z(^T3i39)afwH-s~yyJe--r=Sx((8qQQIzuFl|a|IU-hLCa4j_HcqLfKNF{sYVuG_} zbV5a|z;?fwq;V4x-m*6^(Us@REzFxdy*W?xYbN&Fa%S%@gQaTuWWvwaFO*ZJ9r`)( zd%f#ET6repgGxG}N5>}isk})s4jA?Rfk%@`Ak>pnpDexQN_R}5EoV~AStK{*>c->w z1jO$vD3+fJG)iP`T_?DvOsP!Xx%ThW8zjFm0{Wd(C3g*r_2)jF=zcvRy8m?;*2tOq zH|@YXK<<5VH=^zt&)=)Ztt*C|>uaS7_w$?UK9BmBkm)VzazCSzj$+)N({sa5g)o4~ z2hPjVqYDRLH%_tKRQ)8etavruOvH8P1`u9H2gMX| zrJ05W(itG#EK0{Z7s?R(6<9^RblJG-&J^9sjm?3EXqIoFDl%a|x7WD_OpXCeB%(PL=lC`q&>Mh5R4j$h z7IWYjmCp(_&HIUQSR0-C&DZ``!8vmO44rrx-(c;<#pm_U^Hv`K^P3Z6V}_HPeNE~b zS|PGjtQ{SzC_QV$>V&zCMz?U|b>&ag^lyRocO%Yz(P#05o`fucpsF=7@9W#SDV(rtQ@tTi&idg3NZ`HFkKx{doJyuK^1?Hs(U^jca+j@`{1|Sj3WtKhW*%dx z8bnAu(0T3pO@jko!kIXbLkq4&vQvSc166Dq>- ztdCNHrzQvQR}Yv1yI;5`OmkC9x1JpQ>y5^*E-x+lMaQPv!X0%2O-d{2^e3i(#FhSh zq_th!uT1H&{#+baH=D8k&sO?r_j>~a+^@pV2D_C9R$a{9X$5aRmzH_gX9Pc02xmho zFE@#|^aDG{@}EGJMnicON52<+1+#lN05%SGeqM7G&92W!FUsB=Kg5)mXk`ArK9;tZPrqwif~>oh-7bQ$2Ui9lq9eZGKBx(o;u%jdvDJF z-U^-v7k*E?2Q}epp4U{GHl?*B{9Jl_4<$AhwMuS$d=xa#EVfhASG)pLJ@jbtz9Z|p z$cN8gJB&(u_y=|w8A1G7&5NZW?7YJ{#yS2YprNrH*xB~|#U)HQmm#)$@4&80uckYN zQW)F}lPP=SkM+}i$S%f)*gdRf2Mr@VT^>{5 z&-uf#|8sl}-e2i!Dwf{Q5N*qwUxA{AIjU-d4HskynyNsp72I*{#b{#L7B~F8(L;I< zkY`+3x}IJF1MM7~5BfJ~s4%aD(;RZZ#7_WkiHP6x#eF3)M*S)C;E77SO^vg3at)f- zQ%5EKslyG|781<%J@hu?Mhihp3JCo;3;{niBWXetl+LiQPrLmoLruWpYw=i0CfDKA z8rji)_wClRehG@U(uZ-9ewgCmio!jRCz;!ZDTz~i=!B}2iq_F)%f(>PuAf55^2h6$ zQe=+&4#a~<%Ev*%?n;?h%6R6c2HV9whb;G)Yv6C*JN~8#n^o(zf6EuwjeqS}`8psP z4kGN?*kcpLwL5g?ru6BfxD zRMWTgS^Lc#+@Tbsuz1Yy5f4vMQcz{|?}02;dnS)X%XeBuaj(@J8iz%FZGUNUaK$>P3pBWAWWU8@Ocb1M~Tp_~UIS7P7j`#)m*1 z-j~N4VkRA(cSQ`mkLF(XS-GL^Gx#}}$7T2WXs`Pgi6>M#9=o?>$drSiXkv&l=0sE2 zva`a;uh3F#G5<1RJ0~}en3FEV#zkNB{Rq<&`56Pymw9xHQ^OFcBhxlLv68M`Zi7d* zg7rPNKXCV*UPVUw6)ln{4RO|UrZ!9M`TzvU#FbW(niig;(#X5bmyxGsQ%`PJ3wNy5 zE!)urCDxkO@8dD5L}Ae&Y4@V$RCBNRCOMKBaw`WZi$b$Yue;M{pMTsBm-8ABFNB$< zEzPqm8rb*0n}@WT(i;2C?Scpxp|jafT0E6bQFRTImO>e0XRHhSythv`l|$ICaa$2> z6V+y}Z+M?^k{wj*)BtlwyluO`ALNFVU==EZsfatkP}85YRyafd7-&=xJJ6b0|m~ z3UdMYcr5t2d3goi4i6uf8NVg38GsYOZ^3D1#mmVf`v1Q$=FoI@_CVu$E1}7u;AHLm ziTl4-En8o!Py7M`9Jlm zU%}{Pt;o!$orJ{f(qsZI&bSgXG6UgJuquPfR6Be76^|d)^eV|KA64wK=;>7)vzGk2 zruxM4pDz8d(#P8N0?uN$1STKvYPOJs8eHgg25(xi0DqCzLJnHVK`reGTFb8eDwA$x z^-){eO~-C3glpkKE*z(W2(8#WTnN}^{1m^)gcI7l(XRSkwT=P4yb`c5X??92dcB-M zscI$_d}>w896l=>yTq}WxuYL9JNx!9A7LfaJb#HC+<|Xah*<{S8aWr>s#Qm*x;hWOHR8D#%RIsAbEC;?ior_u&m z@sLabQ{e`Ppo+U|UUw4&NrlC&OrX}HYEcMBwT5mIN_}KM*Fv}WtDQPEf3=Zf?sofO z+n(Bt?yLh|h2XO?EiC>9^FS!7pZzBUR|S~#Z*GAX5>1o|@}0<{=UpFGsmqjyF=g`u zS3=j`8OBsS4M3_h2EQA|mQXf{=5(dY4FZAduG(nBxG??`@}GFBT2E84h-Etibew-AAI;~Km(rFdz^XJ=uUm)t=R`IWD*V7 zJm)yi@|R}9F+=+tU*D-vh*Z=CKR@Xh4cDOSY7H}60-JIddHV< zydHTYIK$W=TO*W-H#e~t_*tj|xC}F5y+i+)o-Hqd|H2shCCn<+W?VZ$9`a&cm=7O2 zf&m(vpjF_$r5s!8HpJ$Bou!BaeFmxQ003($h;((pW|5VAbsXp;uT9s8&9%m)B^@}K|n&X2 z=+cZsmi?(izyQg(#5&ivWVNsChgdG}ZW_i0lFMpyBKP4vA| zu`l2@q}CNqw-CmAz!y|ve#AGxo4GbnS8-9RC2#6R*@Wok zcQw#KM0cu(^Ec1Wyv!Tr%2IWaiHM>+wwtH&QhE`}Lxp<8!^~>BW?7N-gEkh>I~rG% z!%W2~F=LG>C9X2y2a)^z&p^)Gp@R?LVpoBLepCUZ(!bIJPwl|OfNu#S_mHqy}vSl3ox-_*r49AYa2MnKi{&xx4?nN0dww-9&fO& z^VaBoQ1M9OQ-FEiFFUu>={HDsoC2O9cYp;}LJp^lO^nCcEGyW3B;$pwQzN}fN7(mG zs8NUQ-!uTyCB+y^zmlD!kNYQ}p(+u_3G&!#zoA&qrQ*fx9P1gzHl+z$X_VLbj~x-1 z6}_Gb-9~(S+8wf6&5rg3#ekmZhhfAt-Pk+B5x%|tN0Hx`A1_SqTKstu!GCDvg delta 61193 zcmY(qV{o8dur(Unwr$(CZF6Gti8ZlpP0WdHPV7wVOl;ow-1>f;Q@gsVdv*U?RjazX zdtYavJT)K(g@Lw!waaCsyMu`X+#EbYLU3;Gu9l__aNZj;2Koux?MZ<<#zkYi$f_xt zBb#J6hisW~NhYY%(_j;LfzG-4HK?0{4SpetfuDhtw*+b4Gc0X(t?NjClGTZQ3go@WqJ|F#AgLyq&gCzCqkdsk%MmlizpmeGFW8{ zm4WuC3j{q@rRX7esJK_i~7IoYiurUh&}kO2vYw)C=x_fP$won zDlllwEoqQpr7;T$0(9_>)_Db7sz1URb-2t8jqhM|nTPKr; zrY9-2wqPP5P^9MMsU_SI6F>m{>%+zBiR&6*o{hLUvH912`zmnhhTij zL7rvg&>?y6P*&a(Txq1A z{Wyql{t(hjBOV58q+e+du0UoBH?@PUlj>y6Y*Fu2tY5L?cyXW@3j;ky+BC)jo_%IY!hbT_^@o}gkJLJA&Sul*hQkRJdw#djhyYcqKFrQ``D|isBx+W-B!Bzy&Rh)yQr(NYMyOi5?2f z8T9@QYv^bIq8Cnk$c;@B6tseNsrkHW;f-O!-fA94byD)0(uU?7RVI79NV0(DhDX&P z5#=UqKZHe+q4ZZ-&-uuRz1kv#zD!xjmd!6IyD2uG+&h|c(qhXCYxIT!Wrs-0@&v_e|L6i?W>I4UC23!bBDpKuN!JcFmGya&~#usM_&HY&x=2KxyjZW9SSH+Q+wp^~BXKvA(9tDN*C_*3%iwto>+8V2#QBvk$nb$id z2%5J((+qhCPCQb7@A6I!>URCH1@C)s?=TbLEyqZUN* zF@qWa+oIi?E^x&9*jIB0DcOC>GmU0L+g2EbeN?V17c+@H#PMk>Z*E?kY;tD&b$1*I ze7XDGUwB<#T{-oBzcN4jK1Qxye+Ay>bUgz-0pDAuT%OF1fnN8Q$8GIFzl^s&@Dc)m zd*dC!#c$)DfY-N~&+Wc%cfap1;x?zi$0y+EGvWJV_2t|+vc9kP_3CN)(+%Pw>hM?e zk7*eEJJZ-~Z{6z(Y-8ZlNjvRe=yS^W^YiGPyM8Cm3HWgFf4uKnHFWVO-~=w=w++Z-pS!1m9bcOb{w z$@uHvQ``L?r{e-^MB8@9vcu(&R@mT5u086s*Tb*YUyyPRcKh{;-r`v~g~Mq$WJu`W zTVeWIoh+aRSL6_F`$ibkG>w&37A?tM!=JHic*9R40Zp-^D^gp%u~N~JTZjYkP`yZ{ z3DF9|#?wi!#9qQ%+y3{HQ%tIC-vZ@a^|Zegn)l_9lK(@V9JDmk>$P3k)_e>5a8tdYgB#59J1K;FF@6_yZOS3OVNYn z)8KS|eDu9IR`OY+EY@~6Hn;v=GfCCGqM98`eJ6th46c}^+yKNFCvVX(8q82N5^rioAS+z2c3U`Ymek*>$6*MR7^_PI;E02lh4j z@RNmo9}gFMs?NH0Rv_R=ueeL7xfs8KL-s3KOb|M-=@7f*hIQ&7kn~0aw;o$(fFcn0 z5wX>o=rIqKUjgDR8E0?w>&mY(4tUJ9aQ|qiT3ahF z7~;b>x_B^|?ja604ry%hb>lt5*VX_9C!f1}@MQ&SZ(%p}FkBE@+4gI>$*yV_p7Cmv zWjG}k^m>%{1IT@LAY;*x18W~TVrS^hr8Ve%+XoYTi3(Ha2A2BhWljs7o!3u#ugxzDYCB#@^uvTRNX!0ow+DRliT4%M;d4n_U*;62H1# zJE|^wH@)AQDzQHUNSP_Yx(?Yv=eQ-c52}0DdfQXad(SSVk1IAdFO{XYGbFI>M+1x2 zkm)a!k0nn|{x+fC+dXF{2TYXYxAK=;+;Ldl6*M5V6+UzO@Fm^gvb%D04ac6vD24M} zAR$MV11NwTt2^kgi{9ZYYGicG&w%bP`Sd_VTdq`{9j!oG{N=F6pZPHeonuvasBmqi z71;-wnL?)BE~9VhtO4dd7vL9JbF8%1FDPZz>|E8-#L|L`f<1h>Tz>3WTfXDYdK-o( zNuae9_ANyKuuAzZNT;`;ARfLzyDfY;Yjnj_qe(GOq>rq&TLm3 z`vc#1pP#0WSFa;8K(D`F*ZH%LSsx#HsWji}^J!ruzf1kz{iRXKjS7Gmx={q}owneA zhV+Ix=vw<}Q8!R_LxnBW1j~p&>NYT!6iUQsR0m$SNVV-FfG^`d4V`EtBaAo3dEW3U({ zv^%K^COOPgmf5S22qkjUBoer9w;4biEK(JaZ=~uA-4;S0Ve^S>>IVe5a(1j*=XnApk%^a@`Jz;e-00V%1HeD6rw@ilPj<5393@+APbWB?dN#vw~AW{Zg zgd31~Dky?@cl{sp;ufqRD;A<4D?k3TZdfqlMy%C4&=t4+DsUuUIG_V!h2Z!2Bx`~U zJiPBi&AS*hOQWhZ2s*xpNYJoh7_iTdpHww}j35{g%KkY?1>*{#uSU<<4`9KA^<(`6 z>rZ#Ua4o~vbDkGBQw3QwQ&IU11tFkpiXP?+!QWz15*acv32Fjeq6D%wPzet9Cg=Y1 z4{G_`8-*_ojt7_toEBj}Mvah)aOcnC%$I4YG`r#53#Xp=FHqi%xhyZ}@;|?=Dk_!G zxXA?w$SHnHNhAd7xh=rSNdxG+ILa>U{Ri_ljhuMCG-Ss8aG&{h~n&kTNAb3Q;W24S zkLSPyjVjYrw^-=P!wuZkd~YSlvu3auU;Pq(ek0d3?=?qW&bIH3cmI-O8NF zL`EF$V5NnA9f993$NWz&MiW}(Pnt}IW1ag%tGj8Ep3BT?&@Y^TLM7I78(TJPEx$Eo z11s=jy9PCKpSq`VWE5_TGV&D~?UknD$h-lNM@0TmP$HAIXwa&>4Vy+uKqq zD0_IZL67xAx8XNH;lqDd&v9lIa#e~@=Gx~cUCe*A6UCACt(?Z-luj)Jr4xT`h9;?v zCH|vuJ<+gr-GE<-IDED*2j>RWK9xSMr9T@1rqU^s0j59ux2jB zyUyhjP@Jo?+&cF`>i(0cjbNTZ+K?;X`zWm=psn*n#Zo2tH-;v%+i628Y<;J+JW=J7 zTmyi|W>H8d^5PV08O9O|!qkT-^4Wq`L8|^Yfy54iss9k9{$l`Kp>ag%Xu9j;et^K} zM(|4pvK7nVij=st^(%#(dSg$L{(9*^@?@(VU^S4Ja8tL9e4+wTZtQ^_R`+cPsK#jS z8$Ks)Jg(?)&Fj6}S(ej!Fw>^TVeQh=(qSzqf?+>~XQ{&|WD>>^`Y)0{X2&p{+$x5# zaN9@=)+#TpL%|tpMd0K%om?O*lGMC?NAMYG_}R2#)+)rw4H{ruG-p@cqGB_lxla!K zP?WEmSk^vf^MCt^e18pzvs%tzSZgxn3S}-7#UI+Zdn^=7kI`Yz1(k#)vE;X}hobrr zZ7&L;=<-f-rx#U6t6MhC=rAyY1&iUfuTLSO@c~JpH7Bnf1wm)60^$QeK_)&kVkEAN zNoRhy^ikZ0n7{dvEY{br3JLze<7feRR@Rx9YqZ*8N3N|obs^i`1tHDD^iEX^;97MN z|G@wI5A+Fl?*aP{yoBUg#C^Jfvs=WAg8K(uTEn=2C=-inx2>{^e<%{{)?bLLJp?$Ao$ZQ$IURDWU5eYc7{AV{uPWu*K@KL9mo(wh z5v*wjQ;Q@~$43KD9AJm4fw+QYoM^@<8dHkjB*|<)L?Kk8O^svHX#G59IHa-{@>|1_ z*2IEODANri=u14-MNiAyt@EbTeu6{DFe2<09HMFoX{w-Ar%YdDpD`=U^u51O%GW+D z1(R1`3AC%)HHKoB37$S6jGZf7;4%}EDoQe+M`vaG1@XAKA){EY14mBBF?0Hv=Pc~r9BA6`bmbOB3IKn&8Qpu28AE$w*TmwN%qfG_C z_Qw|@a{eO&Z(WLE<$AT__mrKj$_~a-m2uVeY);CeF?+Rm!8Ey4gKO(72=&V9c_U+Wd1#`GHONIqsgE_t5ziH> ziZ%Vu*jt6EaoC?nDZgfes9J}A8QbiroqUp>Mf7_LpFM+7i$4Wq4S5RN4{rDveZ$P$ zd5<=W9tlPP#>ttHR0Kuu;1n65P zbHblWy0&c!yeUlT!8QG>WQo!gl+Xf}RSlG8>Lbz=qzpH(gQ3c3Kj4h|anP`$|5`Jg zat*?W?wTX$P|!rf2(UEKjLU_2hj}a9u!{)*S~yWC71+s`KOttEnPKk8aRuODCw5gs zi7ZHH)EFSC7~Xib2N2*;O;|oqm&i*+tfHu~WOd=GkY~fE83sZVv#2D{*e+qV5Fsa0 zAa0AD$wj*@+JkSzA5D~C8pu$Sb(bKlEEs%|ty1}Y50zA|Pk)sp54Si6t61X<_k-vH zel*2wK_Q@EklqXNrl6LCBe^mmaO2!B$K!j7>49Gzr1_an4wQVBEwQa8soa z_M_Yq^s%z-j2P{j`{Jq`l0=OiyM#M9g>@q3IBowFsw}hyi>JFVTBX@^Glyw{G<7oN zCEU?KQ2wL|+qj+qTK>|yo6;S3O=Fu9HILQB?#=)^5K#*fK5a8;QCN@a6&Q^wb zhaX&q=rvA|nGXCNL^Qc%oQJ~#YLNOZwj@NDHi?GO---92OGf_{Q%DXX2jb)6<}?lr zc1^6=Vnnl~;=*T&Xf_1FYU#`iD4McRd1^RnNrc1?&VVN4dVwh5cyTFG>}O@CxMYa9 z?O#c+HYrfdNk}O`>}sXHu`A443$>&V))6&WUr>9}*q(#35 zA-K8FkahNgZ|1?~rZW?QAiK=6*<6CNk8lxpsiC}0EF@(S`zIg7UWfHd(cq84$zUUl zN;F^2D!TeUKZ$Jy_fZgH4nfY}>kEYYUT5sxv-CT)pcQH!mL{banz%f*Lz0ip zWvQM;ipauuQH6E0on$+r-JN0rX>5;)kUADWirj%|*iks|3?~^d#G7-W|XRC%U#c2ipKw>jrkuXUoEn(@DrT% zC^bTWd}e^V$&Yc4*ltuvul;G=v`v3$;vs%Ivs=c*#ps7Vfqpps`O|bqxb|4$89E}h z3f_Z+dD-;hdeR&Kb4!Q56YAo?)1lx1IX@%@i3k5?{mcD+UzNiAmDS0TIA*z^OE7L8 zYI7P-0pC;A9N;p&pyWZqG;;J`P9$})SD=oy?$V2U%i3T(^a|SDZd;oe-qZMR1@s&x zVkh;S?PqXpXm4$IQD?^ak0VB`69e+NOm#2_&2l3k18>B2N|+teeHagVA02}!7nHH*T8 z_Fr!+%3Tx`_vUP$7nfLQt&9nlA;1$ejm=XC3p5x}fQ2NPk;R z3rC_bjE}y!n8dQ%G>_t^M2@Gett>`5MWto<)b{{Ra?e<9ywc=j_%u7`=U`Do)vCxV zjT}xc@YnUm)?)DlBUEy9%ZCbEIXpUh7Y)mQp%OAqM8M6tovVnCJJ9|{AfU|_@W63C zYR^3rgi>_K=R>#=l|lfuZAT~*gaYYZchmOTQM$gIo8flTj|@(cZv_RwtidR5q^~RlWm)@TcHrQZ% zr;b9FO<^*F#qeT51x^lZlu))@@P<7DDMYAp-0Fsc^i38A`4P6fEc;QM)v*43qcmBu zwGlc_6?VjO(zGqBV=xbYiPpTBi3b}0+SjOA<5XJgD2z@Kla*S^W`dw(C- zFvpL*#fpnKdgq(xTP(Kf>c(2h^LGcf6Am52&#sXfMFE399&r3Z z^3a3T!rE)&;s91o(*`m^I5pV{LNbl-91WJD14=rNgc+Pxeh4=fXzRBzJ0nlQ zzE>y{&rS(zmLI8oTA6oT>ZapQ1-yEE38riBWUM-+WvCu5B>2}Yw0x}bF$!0y4%sW_ zWuH6JJ&dOLt1nhKe)-~(I6Y(slo&1I_bBI`0Ui{20V$0-=%Ab#jojdrZ5)YUQJ`R) ztVyU8ZTm@JzyI^u{>Sf40UHMWuP6x|jIymV4U7gfWk7`r;9&VbU72BuvVEus%E)zK zjNtFo!ixgVU=j)`(m4)Fsz{snv+9?I8_{S$BsP@&HxtWs~SWP5r0%oU6&N>L0T0!s}-(%ECfkk#&r%57xlN zmDV4nF#|f)MaW-c*2;rz-P;&{-bMat8S^z7@QJlYs=f+kR(R_#Z)g3jXzuwn!SP1- zSIKsOdZgsqX(^c~?1Tb#N_MOE+^+N4QnGwW+co{~3x!!$g7SW1-S-H1c+-8^8{TErJKg9Zlj4+h|&T^ zJBJsBLW{M6+*GM^yZQgs^xiv7# z;$Wib+>GNF?Enoq=+A0ZK%TyrPrEAXG?XgNE^al8pPKwk_OAukdNTK!tOSw*e~8bd zY24y6qrN(lwPb$n^T*zVLtObP@`Bf=#>h4Co&Nme|D!iJ36!$!G!rZj>^~ak)4`|! zR<8fuQ5&WxCWNq{L|lKw5N-cJz$hIFOQabewb9+2fn3I4)&uS*ZpXQOQUcz)c(4Q8~ zn%jA24jb<)oM%#o>zA2WRu$e4pK*F>;P<%{tgZwdnudzcy)`l!=W*NCOa-FpHziCU{6!lC z>>M5iDl??0q)tbTU%VnaRtmy*R<@a{!0UpP-9Bt9Ab;ReaF4NHiAgSK7>}o6}CSxdWckZ9#b-2 zzd*=J*BJkYM=(zABveX(o9+KFmpb6M|3AzLgeMr*(wR{=ii*i#puzsyHcWe3(3e5L z|3#q+1N}D;9Uw=-hb?7(^8NxwvtB*>Hn|@QkAb(}0xzO@=jG?0tv!!r+R{K>P8L^H z)s!gBM@B|*&Ph)eJ@zkG48Z7IvSd#7>&F$KOVfj7_B`sN>wdN75aH{;Ral^(gYJNbugEm1PTU?}FGxI%@xKrAQ_e6t&NV^S#}15J*r;xL}CHjs*MHgOd;p6@Eo zu%4Irklv}&H0C~%ELh%_?#S0^`%8_XLZwXSPPHsm-{e;^I$B=tnM6gR_gL-Ff3L)x zw#UQUOU(68WmZbv+8Cp5B4x?n&4xO1zU(rTyouW+)C}lay~qulGgGYn2R4P5RoS_! z`(2$1(%DlL)0vDPFP@w`$we{QIVQuJM6(<}cjdYm5D>Bu7Ed#!{+jQnwe=E1t7QH( zZBbOObo?-P_jKTv4Brth!r+hlfAX;F0ZQFQUI?ZE3dY5fp&|~>*;ZEsmIMdJ#hS6_ z0ZIw*{9mO{o^h;ZK?#2r2+!!LqWck9U<6AFnWE7mr_cFsp9xmMH3=`2plN(_bu7hm z9`e+j$IWUqe~rV#JW_YK-tqD`$Inj_Kk16wOFlGyJ_If`y$5k_~tIg0#( zZPIAB2X}jCXFIj)Kkz880inOEbm)TrbngPQWKJ)<)SZ|svf|^m6N+ibNcXv~y|cF^ zw;0}CqyZE^7r~AJqT!jy^@#B&0mTA$3VwLpG|L9{Ep_fE_w0>$1AAl)Otti4o%*S$ zAKw=RohPZ=z3)4G%(dMbOmv#QT+?{nW=aCpsU2X}Cc0(2xd)stfRhRNfV`DA-4i!F zi{Hxla<&_IbHaoGvsm2{z4OSA{vvK>u=>m*S(d65G{KW7d)*V$n~Sj5=kC>JRr@Fm z?dd%brS=~o>FB9)l+Y^7lJ&Mc5Lv}4z6l@|-tjRAM7+d`PzeMvxtRGK#8)6*A^%== z^RF&*`<5HbOpTpekweQ07;{Hqb@yJue)F}-{{L#g#hzh;0L~8ZaI>)fZ$&8c^)k`0 zT=_ykAB7Jy!Ozn(9?ty?gBNa@sptAH8Ui9;&a!8h?77*=-VnQxnOO$4iaOIGx?>0!}n3Z#3RsNK=xL?9f=H+jSixD~nKw34`a zY<-`gw@2{FLb)TkFy+eOcZay1zoC{A614hoV^%6?^IlF$(Jo0|L@)LnhAS~MO9@w< zP^INJD^_b>L}y1|XhJ(sFJ3@LD?vwF1e(zn)yxh`%qE1B7u6Um#3}*G^qf)yozAY{iD}Q>c}HX6B*gWZ@8|;Wcu| zWuoMuQBr)%#_Qx^<>Am{NXOzm zP8K>o`mL{C6^og!hTM-~5lt$@4^D1IN`9Nb0@Mk+4$v_l~?9RAo5d<-EO6t)P? zfH{SgYVnM)n*AR*7$fM2$%)K1>wLfS9ZY=I`?;DFf3R;3{%&&k!M{1+*(B8v(VTBF z{{!0|X`5FBPb|JaKvEsfmRl{4; zQM0OZuT$TA+>F(L)r8fE)tugt-jv>$-mKN2)uh#^)x6TM(zMdJ(#+Mw)yUPnUE>p~ z^Fs@!IyP_M%Vo}UwuHcT9GtW~(Ft0=UHuBaqdqxXIY1zc-QqTJfz%jb2Ega?*YP`z zoy*^2G-WXx`pmf&{_YQf{<_<(izFlF`*6l^x+NbX?s%w7HbxQR|2Q>|P6&8@S)mpy zKoOh(?t(}{k&5C_X;GaLy16Df&+jYF3-Ui7UgxW&p9RPRjtk76;%9KVeRA{X!yknx z?pe_TF1NMkzuI^dpptLrfK*v%>jP?5V&QOUrSq)ExLpK;I^UC2FGF=#Y!zv+F}X{- z=4`ECr3&?E?vYTUN(=9{>{k5iox`B~223E2dVc&tR|Td6s$==kZn;YqN$JLp#$8x% zBGjkRZI!yB%T{{$cv`POpKsQ zG!!<5{?s2b{2i|Yw(JsK4M3FIY}^xP_$6$8s<*xzQbv$Kjt!H2vlXF29}l#Ku<9uvW%gfF}FL#J;uM% z1y4#`slDIETw&_)dEU=9nKDxy{X+-d?N@l?%aN?T=cSJ{i1o%C+=Dkg?d5y&6L zOY+!|P+wJSr{_v=Z?otIicLrlk=J&nl6fdAmJ3C`pIfy|TAI86rg;Nrqg($nir7++ zsPjEYb;>$u1FO^D1gkeLf^{i!%XW!jCz!JG5R|*_{04^##`}kIEyH61+5=Lrr~LV? z3(H7aRT}4$=%*wzg);rh&pkt{va--;zrfmBG*n>o*;3Z`ABY^KQ}7nMS}>haJv}tv z^Yk|t_=+H_s^swG^?NG%B|0z)$v-XU&f)H{qO~tU06If$ebMv%^=q43a;zPLOS?7< z{pxXD2Myh#W|6{RgitmYc%#`2$5hF)L#UbKiN)ZJ%w_k~2;Z)qD{9lJfw8cErsSmT z8P*UP5+q@~lL$QvBRc(NkLY-gV)0T!hG6`h8Jvv1 z-j(neR^Xaf6T}Q^d*gewkzT<>S~<&mm4>o42$FkgZ6}WN8bxLUjE=>>1qK|2<36l; z0R`4yV|kau99S;5&6%MUd#38jv+odyl6y8h*%IQk1Tt5p&UjzcPU`L#mUwsq#4Wj7 zZbcQ9xRrf;SX7G*lwNxK5t*3w>}Da<9pNQ(^SN-x9da5f141uUt*p$CJmvM$d7 zpL%$29!g*|6q;F{@#6SGQLH!&;o2MtcdF|7lm4ASxp z1#-Svb0Ud$^8l@_pH9Y6lfYwDD-TlmXdWd_B}Ac~A@N8KThxCc{j^p-NH5dvjtB8H z*r^wq`A93-lm;|SqIQi1;KxD^omjfiY!*f_2>FcEOW@VM+Hl4D8xCHfw^Jvyretxz zakkQa8DL}S{2|zw@Sj|$50MH?9dTl=h;yp6j*+P3nZ%d5k%$s!P(K`|i4%I9|6ECk z25A$M&epeG*bKhI^7%QL(fViX*>ojDm*a=iOv|Yj#XkeYq^063z*3mx>o#YED^5~z zShZsL0xn$FB{R0hk{K&Sb>&jnwJO-|?yia;ZB(ri^kQC6S~h~0|F7`zIWWSJ$Mg$?t_8M$e|kwJ_OEwE=ecb1?zfurrKOsh zrKR(lx3}|iU(i>K`dW$luYM``0D_j8asG@BdMa9OcE%nuphR{Tw0`7>!gJ6DV$y~K zV}XU=)JJWBkm^^BUiJH@y-gHJO&ddbvTdD-u{BD?Go{qf{o19Lv$|urx|CEN5k*xm zw==47xvHJadMQ$z{t(2@O%=>kuq%I_Bi~dUrnQ zC8?GT=?-l%CA+~a89ce;dBs)y7X;0r%`fkH+OaWdpsS}u&*79`w; z##csfS*IdM=J#TqMG9G{4g!fmV7ZTqnwEaPEyf`)x-M(iybAv$TN2 zH+dZH+BR5O9A3@7TKv%B+35Z%o1OD8 zgQ(IOm=YCZhHSVv&v-;SzM$_01FxQOJ4fu2zMS<6V(7zi!3`T!%XkAN;K`XmmJ-M|Z}F(>}=Q7F(dO zE7_`KhazOitg*yaAt$aq4Ac_xdtW;lJ18psq2CPNgARVlEwuN5=ZAei?b{XNo-sg@ zGLti*jUm|^$1AeOpmvC05L8iAlo?00Ks?A#DE$=hCVEC~QP_T1NDVGovPzHnYjD*F zFn)bIr}Vi9&Stw~$yN~eqV&C`=Qvy{+l+)s>*eJ|SLcwpKq#Gb<<@~Pf{Bol0f@kQ zE86G1t`(`QvdN?F;usL6?mJGnwJiiNjEC-#u~^sRSVg${?Ja&3@d4V)+wx zztQJOW)Z4L&*jJzr+Cve zFRN|EQTXSKR-FsyD`m6GGx#G_MsE?7dj7^?%!8OqGQe0#|$F$KMmpF2JInV-Ove&85(oIr11@|#3A7m;i z9o9*oj)(qCc&cd}DNv*~9%sIQY~SxsrNd-lj1K5&_fJi?fW^o1IaMX(32*{C^u+9o z3E8G#f~i!y72SUM{bt=5SyzvBPz@Xtsqekx{1~1Wp$D>USi{+seR0gAVM=~>`vU_J zT}3N$2eyul+O(t9mvlAzUu8?%mK+}VwAGtBj;lJUEzaRenICelr!?U}>fr$hu|t?| z<-+QD4d0+{_>XD>Y1;m0H3aMUtn=?uh<>Y;&U z=PtLFY88{MflwmBqOfG~_0eVZ@E_m%SL( zhmP^Rp~P?usA=h^^TZ`UeNp>IK?`#lu z1MF2P$&^+F@_Utm+wIjG80q$9E+PbsffUNI{LjZcmecicpoP}fvO z`}7gcEM5OKh9@sqf{B2K{;Z7t_${Iuv8ZIcV^UCVynN(vv!fg!NLc}Mbj~Cw-wpF4 z-}E9tG`j=4q_;tdw6zXAsp%Ak8Y66? z>SOriw<%LTp+?aT+6eH2FzSr>&yH<>TX2=@6Y{VC-hBtI1#4o=+ggCrt+DCsY1IS8 zs`JMopl0)-QV_?SFuTc{Hy%1nqP6CZ)Y&+)wX`K?(1sN%VLTT)!#ce)qcG-WGla=C#uKr_a0D zJ=~`^1+=AgcLUfhA91Ea_4)Er3+3e$NY<)C(>#MiuejRXqP9*SAfX76&h#h7a1}b5 zrcE%C4Tyn*V>&35#(Ypn!eJAV4(HZs60*Nn+7lfZQn)<}r4LDlRwTSa>O*anqE2b# z>N|+Nf`4kfl06Zsm|>T54L9FU@Scj4ai^qnjZm9|B8_mOb-W3bM$dS#vG>nt4sjni zu1TrvTclh6e10~d~I#j%vJebk%`Mg3bf zXAhsSaRom{KJjzbbe{BsQ!wP2!(!E_FQjk-eQ!)*xdZ!e)Oq8lZ9#~yynWB>K6L`Y zQTJ`awE~xVVp(eZ0EH`f)?55GCT&M@F~MZ~75H@_v;$OPK7}>a??86l`UuwV-6X?x zO-H~J4?h%}iis2{wv3eZ`!O>!Hr9i`B5^0eS+yqYxfL0)3&vQTyF7O!0nYhdu>Y%J z-;m?|Gvnj4^Y#K_wuns#Z}hYDhX)uU!~2Pyb< zJ_Yc1jwGq%Qmrn$pCS0&X$n5{jga}pq1zul^nbAPNub`Nzoy8Z7oABPI|^lVG)(}X zUb;=JYqiXUyy!>gu(zpq;QjqkebXfh#M5r1kVvOw;>qE6YBItX7${U*W0vl;mq6E! z*?neSIn@I6(yHNxwoG&j>jpxo7BeCgiwRQHCDv*YuRq$apKGy&Eii9LZp|{2bn~ts zcsqrwC=PIVzJ50XTKW^J4+ajnc=Et->IHOdGSq%K3^(xwJcOh%7N|yd_5*1WY$wu3 zIbY$&qg3CHF*aWn5#B>!p@Aq(TB4{m+9`WfoJw|4*lB6&j?^>-ivXTULEq>ZA!=&W zwk2X;a@6o}`%X#}ZF@#R6!FmWr!9iY{i^3*lAn|uo&3VqgRkF52-;J{OM}4WFMr8t zt8O)VwK7pq3>BWs6rUaVxzM01>ChaM0to-T*;5quKet9=IUYzokgQXG9GXdF#Xb+;=VlvuWd8wVTO(qS#EhYsFFYw{Upb)4{(D zYr(q`qk7iS84t`?CR8j-;upz3&won$ZCP&J#l;a3<;V9c&R#b-mZ?A}4~M8!6_X&X zsr5Ij1Y5>{UH$6GTq5=KoL$s+_3nY_X<{c05B5+sa!B>KWFc%iokKp8L!m~pUs)4P zZk7$iSCG?E7Oa2a&rxQZ;bcyz?I|d^(vLDDga4FmvmU#JNFq_%AIhbkh$MbpZ#_in zuJ%Z(c?kChw~f`8>>WvE%zi zQccpA@VS?E7a->|#kO{Xjy)TNq$Yo^63|EfnOw5~E`vX_*>cX;fPb%)H`cK8nZUGu-@dPTpn7E*Jw_f2OEs>l;}5L<*qk=&BX8 zjEuFnU7Y1N?O$97h`M39j)r5e=hT7E0dw`u(2R)(-&VkNRA(BBRz-dR`Dw19YybXu zG5E^dFF};OMLuR>;+NbtCE@UxANK)RX5lzFZZ#*#E3diXl`8{rKl8_TgmLSH(u2Rt zJOHc8K&#M++;eGu-4!dB!(+ocd9pmDxmYy$6LBR)MZ#nBDv;3arupD@Yo6NL|JD!E zNAh;{zvC2vQIT8P$>W26V(7hyWX*j{oVTP9+JPyu$c6L7X|HS2jz#xv zJP46K*zPLYFSQ1eJLM;@|Cv8HozGeFT9p`w1v|x=m}(-(swqluuD?YR%?t zo>u>`2twmiEdRw>SIs$_J15Cd-}-!c4vod$HP#y(v+!r_2{gg#4+!;x^Ojb(-0uGl z+prnrViKhX6Bc}0ikW(lUF+L9;=+63{Uh%cWK=Cfz@IE5lgv8v-#ODN8Ygp7T7~sB zhV(UHGxezuL=-f2jrFWT){A5i6~4=sDoW{ks23 zm2=9>yhTe^Uhu(;M{n|fi%w6!?dV&Mnz#|*vc^)bC}Nt(PF{ZSYt!KrcPtMIBCovA zWP5gX1qJz+tLD7QL5=5|+>>XKsdI=gyYHXs5XuH#UZ!L?@d9Lt&vEI?XTPT>XBGWx z6C+8}Xcj?1azl+&ZNp`iWs=Ng?8*D3&2Hh4!bj;$`k#F9y1 zeliVLpEa$|FrQR5guqVTZ4eag$mWE(7=u|>@AsZj>hIzz_0q&Ys5OSfY{y@f6m2T! zxJc~DVVXud*^~;X<%d{D+RMw!E3nRo%FMSC&0O_*h<0oA zduPI@6Y4}B`Id-(m(0FnS<#Z3C2eCW+GNM>4CNzpC%9!?oaQog{N<(}%8y~dF$;l6 zP?vi-bpiw`C9qiu691z}*dLdr)0sbBHQR+S==OoebB9E4PHGut4JdjJmSJ4bKv)tUwb-29OgkwG^+9n}hTFbN^e>zcBr#|8*TxSfs|u zmnL)LRjQoh^V&7~LI@@1nc8+N6*|(mSUo=jjUz zo*W0QpOmbK!O|>~ibG$2fb0JfM2EJw>jtFG2lWHSL_5P>I}#A!%^WwY%Q@cD(|%v; zj{g(c6*qnzp_pIF4d0BXMY>H{8f(pH~~J5wY2{rlTP|3 z7c3ML@`E1nRUfKfUVI%7*8zWgQqJKnLs#EmqYJxdrx*llRCM0N+TfQpM-KB@oUVnb z9Dp{bpU$fw1?_$Gbai8m;`=$uF0{-$M>;%1vKk=S2h4YYGj@vs|dF0c}}p3%0qQDLG!L_ z0S${08ZZ%U`s!iwJ_lr#PpiemgV(;&-Zd4ByXQfede)XbL>Ly3JK%`DwGBQNaFz9jwE-F-PA=(^nJPrUYSEhErAXCyNlEKu=}< zhi@76c6@wnT)mr`#{=TS9zAP^%#X@E+)|3oZ0pUVNDtBV+=#Mjem50Gh!E95CecIR zKbyY^1YKxWEP!D%mqbZNPkJ&WMa9lKvy{x(w%var$)Obv6%h2*e@TrxOKl%a4ce{o z{&}!jH;M6`$0yB1YY=*`o*!uvXr!k>Ex~JTKCPOEH=*CiT?W`6pr z(xKI*OCxl9#{QnRFcWoY+HIY4gSLAZck$C^xVFyUZ2^9FuEA#od-uOCKi}E#+dA05 zjAfK2mC=X(POrycS3;*ZCBV!8EmbLRPs>VN)K?KaoY*17_b7Jc%^5LMzNSLBVB zCO>>E#ep1e=SD)`5ENT6imEj}=MK5e_D(Y)C)m^KI&SBGG;?vO$*j^gWJk`fa=I?XJJN_$8v;@!I;p9Q zeX(-gWqnOp{Kt-5JmTu4LQPg(T&5WqE$&ia07*O4wuFAsj@p%!Gd2mM+O^aoiB)V)xW)g1o+D$E14cE$JWM z$$;mD>3Pd$q(epGahTTSTn-wrfZUON=e7>W48b-rdfBn-kCv*Yajc%)s z!yDq5>07MaQ@5>I^hdTzFvcwYxwW@v1s|A^Iw|U$UnPRY%aqFO#|IWdSdtO&(qd|! zm{NkBxLi~cCh9yOsNTiZLXP{bQU4D;TAeryGjEmT-ivHfT!M~dD3fE69 zt{&66)^cs!Gu&J_-SD)9xs1BMa})+yg2;N}xalGt->hr_Vwcud=()Yd_o1kys(v@t#BUrg@m?TbfLRd*h57g!oM@|`kfY6@EQ z5oTs%)}1QnbdY6=bV_J2*DG3aBD*oIp2j1SbRcDJ+V$ZHxAsoT!Qnxrt9M8d5&g2C z_{PZi)(H4m*j}ERQFN>rn}8SKk2(`D`2Y2mu>R-!1hO)-{J+K$y?Hr@GC>UJ9lmbk zq)sdQ6b40fk${{qcpH_AJej~*8D$vey*?n&bDCJsHP^EzmF3#sME7F6^I9CWJEW_0 zgOWbe0o48+GsEfRzC0x%9noYn^cvokuEQtlp?h_0B`@Cdx2bk#&({R8tENmF>uG`@)yi^x871VUPC7VpGlCzV-J>_l2(-A)cj6(iZWH zrc@m8n(;Eu@;2%<$_J{wX&tgaqy8ecq-9M`BZ`|iTR4DNlT6AvL#&Y93N$^yfnRIB z)jEhxyFOOvH~Z3gU=#wkS$<_U@_;^wdk&lVIJv}xvwNU5 zm__En@)bwhwEhEuZmJIIcjtPXp1eFQmr!uvx#dH;{;{$~I?6JTd_4vg9n7Y`L z4GfE$kc)nP+S z7x@_JQuXk0E5m?`1Jl{#^0;p<;!_Tc#E03-jZOC0b_=;b9%uZ{?KYG63kjs*MdZpJ zD$h#yC1MNGXI#|j)H$rGm}bQts)1((dka!$c4u&pIBuD54%VUOCsGYSzbs(^!RcI< z)6EB(hg;rKW(9JprICd>v{d;z84|k5M5zN$v_et?aw-+8rgGA=^h30;xQYVxJqSh#S#K~E9qcD z9t`bQN1-akGI+AqvRG|kqA<&u-LQMAY}~iYYZB^Ron9_|!q|PGbE!53u}S>MqO+7x zm3G;`a?{o_;V4~gX~%y?Nm6Ro$~0tyduWZ(f+TKmt*TW=jz>;>rs3dL`cQ)Dyqsq9pK3K9|)AFWzZskKqy{PF=>$KU|nX+oEN zEJb38+vz+OR@ovMy!rH!bz{AAgjzkuSis=CMUhS6S>MAk8Fg5lY8{DBt8kUPLAnmD z6yfezMeHzo_#PUfe^Qrttw>&i3I<(H+>lZ;1$=xl>1S4!_;dk59$_v)Az^;fZ22jo zDtl+tSh0t)b6Fq|r8q)ad9xwYeMWvw4C1nguOazq)|Xol<`hLwWO>erTX=c)(G_A- zl4Ew#6&}CPS4OUopuk)Sd7h~)(LP^4r%8!x;ZIv;TCWmgYMT7WGd*45wrpBD#=hLa zsV5MyQ^b4N|GOpGt$;jD$ur|CP^@F%vqX1h0b#ZTX>1Vm{&L7YW1XHW zl@abWvjm*U{sx7x6IJKvEYc^Jt2%qOm$kQdcIt>mE)1-&DdBETTYK8#dTIF?2(AW) z&YJ``oLK|ol@PFESZqZZcJPSFIr3*uA!X8PmsDxs{D;xQa%>amL_ImD_uIIfbY#Bxz~UQP7Ix3 z7-ALv?IVS16Z3 z=S}4iw@9?8d(67jn(tXpa2-$@Z34WW&{88B2cl@bwRF|A{<501z`yq{ngJurm@Se! zPSA8arWf#7yF8*njO*E+P?toBklF@#lY71of_p;xdrt1TIi-h3vOqrOc_mAXdILl_ zi6vl8WO?gU^~_fT^u@B}e97Xg*TNZT+N}fUdPOF!X+{Of`(kBMOJYp&p7)I@FN{E> zsHPuQm=evmx=(_FHNcVcvCk+Gu&|>X* zGyV61D__8aVroX&6*)~-n=evK((jj34p2OmaE;B{aI%{~Gjj7czR}6wCmEp?!aEUD z(^EUcy7f#Dg=1&U#zl=Ejx3l=XCj~fd7v8>GQb~p*^#%b7G_KYq;!B*=Pz^_+OAxJ zf&6q!BlBI^E-`~C}`o39kten{hE=Zf;b3C~zpvc)r{(p53PL(p*WLX{K0D=y{I zNpKMQ;9|=Pgv2w4pY`BBiFXJZ7-znAfK8|{kkE5H=G4b`rE>>U2>RqjXQ```GhAD1)=fzu@Dtcnl zHu&lOdlb(+vhF==XaW$nD@SXK#Sop1K&E<>VjA1Qj&yV075@VxvM_ue% zKrf7}UQLraf>Hf63Z82&z0n@_+1vLTksqf&K?_rK@(Tp&31TbR`sAD4_+)wSAod>= zG&V4${-dVrslVYvcu_AMK!TsbGiPpX2DW|8ng4QvqC>}ZkRnq7=%9M@$6n0Yy{kSE zu?a;e0}kdJb0_Nao^<0dhS1RDVb78%J}S%P3w76o%t)u(jzs3;H!9TXtkyl9tZCa<`_Iw_!!?&L-s!J?1+bfa z2anW)rLG?}I(g6IKP)ulG5rz{mSW&|;rk&c`?C)^79xvte5 zbqocAAWTLO38vkUU;p`^y(4&lu&p;c8>@LTr&8m1rIk4vS{o59Q z6%*%HUZj|rQ}@;k&;m|PbUeYp1$JB;(3x@P4it6e*Ze7!heuxJY7$tP+vDP<90rS7)*)-s?a@c>2 ze_{e(K7i{8Hah~{WiL*BFe2F2qKH4P(oX!(ldJMaAs)f1(-BOt{|j1(Z-S=4pZu_e zH@;wVZwAATk6j-;${OC*97J&6l?&Ljw|akiTK4wl&Ql8Z3E3tAin$3k=9XxdE;_SV zU6{>#o%*Z0-$A)M)5JXHyY~(~BOumAKT0fdH~@*A%r4L}MEg9($l{<2LY3hD-W}e? zDDdHz{?+2Du@hWY*c)3Jrwl9jNi{B+qky`P0bnILXDU*m=5)NBGnmCT{Bp8B6Peeb zO`*|;Sw~75O3*t?UjB;J`ie7rM<2iHFX&B(0)F3nTz{RWy|ChqMkTr@G>lHslS-{u zbO1R~{dVyle#G$IMPRrR3kbXNAL_6M365Z6!W?}tI2lisydm&sfpZ?}K(wVxLD5ER zrbxPqPpo-{Ifcmzm1N1*B*SW-mx)3hy&sGs<@OVx#i#!?rAqXNM%w!QG>{$|pV5kK!)@IG;mVZ3NaIDeS!+WAfr z8%FDLp*^nivDXqvMtfA*d=G0$kbwOoG~=00w=3Ixr@u0If?+g zUoM}X8i+4CFbn-9@+IWcnTeMiT4U2R;u`%)gBnzn({Vl9Z~Wr=`MTZw_X7^s8@0<^ z-hxn@JPy2TKG30`WyCUTF2kf-K%$-wxSNY<04wja_MpCL;~i^B2uyRl5-y-uorj-* zn!clEIyjXpYhOVj4;$xz1AWS|acJvyBy82<}aO{r6+W1oa6V8e9b zRV!_fSFsdpFOQ}PdzVsOUs}4fZ)GE}yJo{(eO`T5eL=C%>eck@*g!MG)WOwDR`w&Y zc0*D5szH0)4pY5;6KKueGGcAozZ9G}89oy{RGAY(oxIgsu$BIity4`w9`E?}V4?em zljx++1AmBTyGQn1#z>A%s*0ENw&i1Ybp9F`i9tzP;Z^X%=0{8r+B3aF*!oF4A>`4{ zVgIb(;w6#md|D({;_~W=t;>Tj@@WhpWLA(P?ciw7CiJ$o52!1C>6~aqKsua7^5QUm zL}M_2Nh5md%v$sjf7i`CV5q5qAYWStY4GmUJO$1WgY zT_jyEM@&ANklWlLvVC>e&&3HU5`Q-kGl8DT*gWwNjX~<+a^KPQNx1sriJ?=N0dMe& z38bK3M!ZHP0bZ1;pG~M!Fij#<9qdbKW@K4G*+_069X|usHs!LCEG_IvF}P(}+0qT{ z8#K7fnShSvGyl}uw7bTvcT6K{-*kPIFrq!!2EZFbfT2EpQjO$OU8sdHdleZc7{=2Z zV=Ff?Q~>BKg9gz8SDI|KVQbZ%1H#AJ3dgu6m!4`kT;e|)gt%abQWI_=@dTfPwQgh<+ zk)+@{K&d$KI#q|rNe7EUQooU{!(4uM$se~<%_#T}?LPcJ|HV^ci#>}BVJ$O5Cl~f0 zQI4%^Q6_V;(Wj5w!_cV0-6kYV2lLinZ$h#USmJUt5}DQ`&vt> zJX;&6S9fhIiJ&|%Q3^msr=^E`$(Y<}i=9~O0JoJmebCj6A`^$i6-RG0!459Hpy!iN zvm;|==)S-W@I4I7QG^-^z4pDI+^_E&+9Vuf06M4RS1be`ff604sxY}6-UeIa<2Hr; zt4B4CGqOUKO_L2a z&?vjNHO%eP7WJD;tK+vdVamYS-c-zxcSvErC%49K0}E_xZvwF_7~w!dOF-tP9wkepmX<8%_ur5*=XyeSpQ!gEV^u5^QQuu&!krjWA$ZC!G z28U>_^Opw5>WQD&41e6FrLv|~6(kg_u`c_;-^HbVuzBwVOz@}uMLXrnU5iUewU%LJ z*<{Msl~zx6Sj*=*b*LurS#-sjR7&Gc>i9#EfyFhVqFm5rz)U74%_sf(XCx&wd{i@5 zNesu+^umAQl#BS2Kdm0Go5{vuYWK&B(L=tN%8brS`m$99<(Pl~fU%qVf2zpA{J(f0 zJ0~m0|2qM!^n?Y(tF5^UO9KX##i9!G59mt#klO>-r#~~2MX-t?~WnaeeBiB=8pH9{}_vbvH`5p%5 z@AuoIj}q?SU78MHU7C&(;asF$#+qy=seau?l!e2MIa80_!2zA`Uev@2F%LiR{A(zS zU2T+nyEqv%G>KFAKWioa!}?r>pt`jcRTU{GQsUkXha$D=&E+Qnu5S-oIMa!Tu;I=w zV=P$5KjH7koC6PH<{~jMTg5#4&LXL%G2nteR_BYPNaG}&$I1vwQ7|Ta9Ib;3BsEiN zd8?@vh^E%lYJnwrx+%4!#k342*nSeh)$r6~FMo`(h)kRYmw1J^RuA-=ndh-HP){Sh zvC&iNB__-!WV8kVv9HV~R3=a^lc5<20ZJdSbEwSD<m67Y% zCfNHptn))DBP}sb0{dV?rb8l;+sp*!6NbD~fB>clCSdw4s|mjem!b3US7iNDT4N)Zq^9Jxr`*Gx^jE zV*)PwgVb1q`rR-*Sq_*#+bwTLtuuqpr?}r*jiN583v9 zpW`_mWZ-6Ezo%dQ^;OXR6~4u>d*MCsetkQmv-l*7@T&5+fXzp9hn_2r&!1d{-xW#& zXs(g3Z!jm9@D-v0X+5pZZamU39EXXZBn{*ojfgS>TK%~Cu@jCACeHJ&wC5qyod2dq zU@^lu^HUST7(P(^D?Y9Y;~ye-@;TAN$bozZKNGn!1V==y_++=s^@gFQ(OG1jXcw zajzBhabMBP6gHm`lg;;ljT{pq1!yxw%esA@)dj5;HiFP`<;>r4F!q8ukW3Ar;mmUW zvnS+-SaJ3Wv=$u;E?>v=n!#1~PdlDHSnF{u2q#L}xviRzQ@juxKb%qyh{i$asWa13?F& ziDD>HxF^!)&ZEiQt?VS=PpAMtI$)yOfCIu1VaHrAxgDt~5a^|_$-jJphW^TTF^0h` z>vO5ErFVO8z1PIty>YwWdJ(Jtj^$}|swFI05+oHBNuTH#qvLRJP5i;eU~!LztM0+D znk2?{&s8gTYgXfz)`+yt;&NE_0>k^#kMw{yc0#5&6&C_Sh{Uule_=val*2zI1f1Xx zCUhJRPy@3Bryf9R>k$FTIWVOh+KWX@g*}D|I4^>YZovwUp66ykw~kw~1V0M-tUJ5X zTEel})(#w?-2e0q$S;SW!=_RaoE?Y|F^Oqh zwT0KS{;ZSfP{9m|**VcMcX6E60(KJa&0xX0ioJCV_egu17TF~qan-`q|M-UMgb$ZN87hv=$#6Jq zwc(X$InoP?v=5&1?45D&==yZ!>*}mDf@rZyo}~a#IkXGor40jGE}Tr(Kml|u^m#7w z@=@mJMi`wsczqn6gXKf)b1Gy<;}U zz&#OphJ+n*2suyG z-Sv_zxp^U4*}L=>8kWjQfT`A2h|O~|mNnM8bC-+5J3c@A%)*+TaorHe`gIA&5ioXLPDXAWKv(lzELY3G|W*W2pwbGL4ma zOAWocgWf0A#79m1s?Wq@Z_#WowgHo;372cigAC|5IWM8OS;fpOx1XFr%>>TgXYZY{ zOZ7AIuZdr2Y}^x+zymdmip>W!#d2q46eFR9=H(s*PmC+*tN>Gq%7n#HQD-Tmq#Y^Y z_~Q2L);=DH;rD%s0Ikng2b4lh037~{A0s%o#A% zXV?{j$$Ino$A5_Dq{1G0D1R1WZ911daw6zvM>XfRW!EzVrM_$;a1^4G53Z_wHvAIm;}N0d{` z$Y@hH-)iTUj*8CRH?JQDp>KzzgfhKg*v!OP?gB38VE|MHp!O^j5qRfGl)m>?=O|%B z<`Op>y|sbo148~r%n3;3=5+~>fxU)y$W$)URdseKFi?OWH4WDmZhhw2QlNP&7Xm`@ z5fM?;_ly^}nBED=!!cy551%7Rs@j9&1wdZoKP(S;?=0ZC1zap7dT^&u2%LR_i+vAB zi_TbNyzQsU^CNIVFtXJe1{W3i!XGF{L>scFMe_oMu2Einu!{dmwQ#ziceSgUm9I3> zZ7hxfK_vrJY=j**{HzdeyYYyCKZvVq!l&~X?mN$%fP#yDdfc}>gSIvBcm3`Fad5ZF z_tlDD`h8+AINWwOHlg{6w*xMw@j8ms#g1xHhsv3Klo01zN;HI*_;KN=55Zne+ zLHAYlGj|?bV}C%_^onfED9fHif)qowvn-(?aUZe%)?|4($9$&P^Xndo1s<1gzw09) zBGZa8PUsmQN}il(Ab4<1uk8;gsT6e$39;HV7r4{k?XpRm|DucPx~)8k9iASnUN~6k z2MC>{qsS=`NnO;xwJ;9zgrAOY2gi$Ky})CLdomLSU`{#jH>WDEc3xGm_AvV zcBUqWtWtJX9#G+iyBRAgQAf-Hhwnk7R`y6auevhDX(K3X3y%uQl}j{{+PwCZ18TNx zWyc$o1ZW}g7$@rmf(*E=mnieiV24DHm+_!~?EhfkCXDO*Ao&BL2KUH28aH}4nMj;6 z_b=FZ7=A1s`PZn}Y0Md;oD2$vl|}y1ge*lDBdQ7Yn_Kt{t$`JukwtL_V&{UfLN^Kp z&4(E4s@3W&;o%tEaA;=YmyFui5YGnJuRH1cK~YZvUS#REvBe)#LwMT|zDyYW=vA=yu} zc)g3fyqSFW#E86zqU(TjA8Q#ir%e}y38%BM0p%r_I=@F#+z|s}o0NQ+I^sY=@QVp2 z1ngDd1o48MF%=h7bpq9phB9RAxO{sM$e6a)QJT&KZxP3h_gc;kq$RFHy%ZmYC8q8& z%AKCILh_1@I?8!RfnfS(J?AA**mw9=`!u;yJfC!ys#!?!z+h4;`SXgVKSmxj&^;Wh^u;`KdEVam8wehEt!hp@4};q3#wNxV z!l+yI(-4HNIJl+c{C=LDS!2Q_;%+Du5Ic4pI>W z;rtYYOf^NjGN!P}MnNkZDJ?XR5Ft!@ADIx&fNX^(aphJ`sdidcgN2T>`N>%nqF^N7 zX}!HZ%mdn@B{_7(DmJ4y!T|J28qr03I%`88X_Fv!TE~_oq@DPAt0jW^3I;g@_Pmga zo=yo+gPf-`g*nYsu7j~btMA|mOC^Q3I??sge6Be?IQ!S_Xz+W}Ql+fb)f;;;GbUz%O+U0>bdwD=eB+BDL<=)hqxg+l!b0OU@qAr(CM#Ku+7}4UIQDbaj(GsZLWW zm>h8t9!V8;y*DuqO4kBaf^_9g^7*U?H>v;K1;ec*1}5O1!hL{iP*89!t7wG3{wCFsaaB~?DN2$1s>kT2vL!lW*X}mQrvWB zzZ_!nb3Iy~+^2n+eZGAJ|{k&*iY#|W2L2D%xmouDruEMeSBDH0 zOOIsxn+4ev;iZu}eD7~8hW&y4wV(kc1nf2H5$5dAhELPHtq+5%%^W7mWD~0AZy9Bf zdGVkO-|~k8c~#7h1VRxO;|Z4Q{4G9OQc-1jge?|A*sjg1-+uCEjfs2_BMBb|tREKz z^D+54UpTy4tvn3#ka7Qx*~*xPR)YuxX_2+6f$fyn#Jn(dqbXjH7Q?^`!frwtN8<^b zWX-VX0ZF9X^e7@WU7+wkX}7sFOQmBP$e3CHUaG@Y`*$VT_56EIx0z0|C3G{f#N;&1 zT1K|q#(?-gt+Glx0tuRz67^CIWhMHF@wX8`LWp@!s!W%OD%aXS-U+4!NjR4!jksJN zxy7vhf^;z@Y47i=<|kl?SG?bZ%1pr^_5)(S1uln5Dz^95U;m)58wXQ#1#IrgMRf{7 z@kLMTKfD}}c2_lnSCQ*|blHw{zRS@E3@O5!n=nWO-oHxnlcLmEP0dWy?c_zEtQ^=D z&c60U44z4{zRj!H+Msvm)0=Ifq$}=&tSoCiA-wtY+P~l=a$$k)#~urSai8CY{1sD^ z)8tZ_&L+qi-+$^KTdVGAU7Z|Bi=_xkcak-dmH~sa(U!Dh{i`DE(eg!!@njqq6W*8E zv{bWRB&JdlGdNCSn@S$-^=x0MizZH5ygPYM$5)zMW+YwB;ztnh(-Lc4gPUJUz`s0- za`Kqjk+5mpy~aQ^l~czv^s?QW9e7n2|HKheBewCr4`*Mf?j@3NF`hLZK+Dawg0nSN zrG67@Dbx|PO?z=I=12c4UFAXY!6U5vojiCO*;ddTzZh^|d&8XK^`jBdM=K>U?DTC{ zk=L+}^TTc!x!X5G)5Ss#77;PnD?cgl4!`tuQ{!*HlsJ&E%lmHa+axZ32XU3e{G6a+ z=8UJ9pFB`Q5MCQ({DNKUuMOxh-O;8k8TQ%=(Uuh_?Yu&_rdp^;@+zLtRkHJ8Jt+M=|wKSbSRi&)Ped#P-|SIYOp+ zLDA~uIvlvNLkBT2Utrn%+5cGrT#I>6esA@W93?YRf}kv!Fe!xSP(QJ?-Tu9G#dBM~ zh0WS#y{c_RK8w-SR+$LhOqPNd_+{QQn*$v&oxW{OhNX98Nk*!88C5_3;}(~_cye{c z4t_o0%IAsQdw`&}vE|v1YvJ*lnaEq_>N^OG#SnNn7l*eP0-wIrqf%omr$t}*UygGf zRGp9}HG25nd2;-WeNx#V>SOj#f)j|cP2xX=)M`iNuhw105$dV|*L!ECxL~Je-(Do` z6H)l>#yro2m%o9?!-Ex@LP=UXU*Otw1 zeARE!Egs&adOGp*qPT4#AH19!bEktf+#v=^F1A6<2u;FjW^@M1s_BWm6E9+h!yp(S zTtzPti**S+^VDqw%;)BJ{xykhm zybF6b4sj9hP#!y$U{f+_PbgJnctIHj$LHO|UA6%%J2VG<9Utqka=1GoqKZls`$~hS z@`Eh6tMBcE7DC~vp?|AaSIy0_J$vDr-bxj)NL3Yuvm4Rs@Ni3nI1FY*1aC){3tY zi8rcw4;&u$O=>wD7>F=D$AyK%XplqQ;Y-)|lrbIil=Y+dCke9dMX)=taKsZI)bJ~d z=4lH`vXMt0g`{MoC$f-RPH|l1cmVK9bBpVm^Qp+wSD}|4b~UiTOUjir%AkN-{*wUy z$DT=&+#f!PofsVdg`|N0D`eo)bVR6?&qugsEDlZND6yv2*RMAw+g0u4kOz(9vQr%U zr*dFNU6BYsvwAU?x_UzAH?Vpv8s}j3UPG{Egl0y3)-stsi=ev!T&~kb({EnZ3>t=( zp5Hy72UL1S#D6iC3V7chJpKACIBc(;hiE+ub=QZ z2AAVJIE&BP(CmvPQZX~wX~$=pcN*aMSq=AOY3@SrKzD!@aaZPHcR^|}K$ZH^R7c9q zYNe{4-h8<^?~U|h5xr7h0VLX`o+|tLUn~8fyUK>}IlRn0T|Yv~A8aCr6#4{wL6cJv z3oUnG>^mAh{_*(Xs1J;8$hhh_Ic@UHNyS~M^I0sA`<}0B@Tnbu_gC(RMtR1o?f-GwuzBbnl%rYaG%5JS zwdE$*+_@e!6o-GIt}6<|z&y)B=(4sB(Tlu|z+u3-ipt~WJPahhQ6#`Q0Z7mMZYZ0J z+H0d0PU2S4l2EE1A%;9VRf|cc(({731gjrBdvf5hwhzFvTz+||9>q5ut3J@sQ1Ee| zGVT(j9@W@{7$+PBz@R?z2x!d9EO)_9nP8NV*x>VkzM;DEefW zTM^rgOWeWVnanH+UJ)d24OEXySF_0umrX@Qc`;XS4!jVN583~#hq3-&J&YB|&h`K0 z=h|t&>n1EVeX~QbWdGbyJ`UZSHu{q-X8t7jH><`(wF^^8C5BgA(31s$NI}TxNQWh- zLnr}fK=m%swGM?%g=YE|BQbMq!MjrDxu7WVQ+vAx`f3w`(sBCpl915*x^W3u-T8k{ z2y9jsxXFYA@GI@tuOK?0@m8NerI%NkH#w)?8=cr4_g=-l@)7))j4bTEqP{v+KHo50 zz}Zp%mBV3oYj-K~ZFSCmHtKaWO4c1p$_@?hA6c}3AkRKDqs$tq5ws@w!~i|cKN)CW z^tz~BzkE@>QjmZ5lh;{jQR1hmB&Q6Gm7?lmm?NnW*`jnzOM8e;*Tw7K({Guw%cAedhNH_Y=kLcJ-K!FyqD< z&+W$>qa%Q7LjsV&u)|T_d#GJQ)hxS>yA?peA_Kw1Nmu?%WlcOe$*ry#5?>CGvpmtppu*1@WkWh6!RncR)9h0i!>o@|Ym${4FIEIE)^V#(D~!@FjkwqIRfMgkg4pUi zD}pZfEi43hdXVbWpP+dLkm^Z3Xz@)P;DoL~r&I&5*+08$lqPm>TZYkMkX7r|1iX^G zKiikVs%7*A%00^4S!vkF<)V)4CIwhMfTE2rWtwcVY!|0Sj2BhU*4GgI!-yP+-y;^W z(?;9B{+9bVyuH54-OFf9_>Osn)m_F}NTK)V$S2-4hz@E~Hm}f{opbBA;fD1N5r+E) z0l}}{Xy^qAKSb0pS9-|Re~FaR|LXg7d>l=&twD)EiBDM*w6trPrl;py|}S#y=>4(x z3%8!TVqV3%PlAeqG%m)SQ(MGp%Nx5=dsqu$5#cKj}~k>Q8sjc?y0-LB3sQO$pk@tYV=z- z_y1kRyg}pd4$eXjDXgjSAO}~UD_Mq$H8lGSGMObYv$Nafu(%A=8nfJGtxg#|^QCVd9QC02*P zRWnGv{0rD|yVODM)v_^i2`9FUjGJ@o0lLX0ix!TC&D(^F{;@))6X7As7W)(jJFIn< z3(fxl^vN7&+42M&($MlESLS?ak@*aNB%e z(-shm>Kv?LTfLkF*cYidvu?(ca-xRxx@SJxt4_^!zwr1?V6WXZ~#%a(QFtD`r zTLA2yijT0%$zlCg1NEZDV#@^Pc z4E{o=>GE13hb2Gbdg6;YxyU8_r!o9w}us#{{zfn@CWbZFhVN`#6(ssji!a_Jp| z0&J#mlR4z_%4Mt$bnmjn11_q_GPDyFr_Zq&irLE__d*QvVS@8M@SD0p#m{>#iJbV1 zEzJlYNnT30{P%zQKYyvUWFt4OIK|$*;vE?jAU&es!!Pgl@{|>R1g#Jw3JBrDGZ|bS z|Mej10e0WZiAj#J$wS1na;6J+i|m41J89Ct%zpO#8V8incKUi?N=+8u`Zi!$gwB{jud|z3S;#d$l z@NWI!d(Dnh99avF)3mgnPV?7(Gkl@oB0-ztQae zS#YU(g^+sP=*75wIKS`Uv9%kE9mG!!96Zym46;GejlOph)pK)LOE4 z@h1@A|- zKU&B;^lDx%Qv%8nRZy^){gyL8ceEXXK~!9?8ciUdO;t%?x~MGl;ttjCYfL>o$rsq! z(DvHV9cf3UgqHGbY7wE?i_hW`1W0&?@zkYVv4KJhr(ML}AZGkAJf@l~-Qu9ZACu1@ zU4qp5*d6MDZZ&&(R!wqf#)V4x5q&;Oh+DhgZW5`uY(0YYr`o61mcRYlJ;v5VI=oU% z=ESSnqtYf|o;gIVPUrYT)fdcG-|DPMFqGa)fV$Mwk4FxCj$J3lJq44d0$^jNC;&Nb zM*IBv+bq4eK%)@HVWLIBs(!V=5AnXcL(nyhKA>@TC}*>!hUjzB>!^k0x&^kJQe&e8 z8wwu^ENdm%b8CeyqRu>v0cU0_mwo{+IM%?`b}Lunw_gZ*1jv@zKb{Y{)LG|=IiDrZ zXY0nG?9Q6#o|^tt0tH(EIY69VFZ>;G{bbYoFHbYp#V9D2vj!H{J2V4c^ymC5imZ?2 zTi>npLXQGeHSgIYgE%C-C%Uv$n9uV{Rk7%8itnpg?&dA7k4V zcV#{^%=IUI-g(#2JnnT~?^TuP=`If5LdVsTf6je|21hL=0HD{F=xCsHw^?{`e7+5I zK+Q^UNH_T_C)K!rBp@HOF%7h@ypqz)^Bq_|@yEDTTxT%x(ze^IP)Q&>WrChI`LuX> z(pdF`5fqFvz#DimX?tR_{>}Sx%+(|;qwaZ1F_8){iN@J{z;c#t?&2;gN($&oEc&!i&ab-|}k2dR(Wrn~=LbdK?N({=3JNIvd-dSXRQ4{+tF zE3@`f-kB=9)gdcNi|3eM4*!Fk2DRYMWh*kYf;nCJ2HAd$PjQK-l!fSeph-p_Ne|#p z?V3GzByykw2xvXq8rPKDj7Pj34k%kk;2}DOA0Kwe0tB6Qg)Hcf&)=dAPRMi?39L@f zF4hRETxTb)$s73~4y;qF@QYd?tZ0#P11+g-=*>H>OD3DKhOZ-aKiiH3C8a&nGYOZI^K4e@ z-5X)87-}ysH-ZM)trl(#GfZ8~X8;h|07CTtYPLCn|Kaq2u`;s&h48>|0hi#CW1R5JI@2IXKqCk9^x|CT~P zh%Qk#{Ot?Ec*JMqs6<9^a`bm&6Eh`C=i7izjHWn#Y|_|#+8w2VY&u~mlx-K1+W~Kq zPKj}db-89NtTrO#ev?$jxJPW8=ZF;w_YP^66+WU6-|2u$LLT2@l-j#gA~rQg1;-&B zTw+M}Dxs{h`QAe5dl3AoS-P83jSa6p_XgHu7VrK)4L;|8_msbR82@+O)m7EoM&}T{ zm(wk4gKSDUv`>q7qf9QKg)INidO-;Yd9ZLsDoVJaO}@HUQds zJ~@ja1WTyiPD0V&Cy~@INDl{v2XwaT_(tr~%GS(k4xGM(YASV^UIAx$amv!ta@I47IMz9C^9<{9-j;dYO>th) zZ`@1b{{kzD|1E}sMwYxRa#W;uh+Y?C!d_8(^z5*1gKTenXn!{MZ}*Gts`Uv>tF`FH zzBRHHICXk*^Pgc-lp1-7Lk%Q;$n^ojF`6={C8fq^k59x@MM(u{_VPgvFmsfPA4W!D1@-O!@D3q1mk%f1c^)wi2M?bmBEWNwX%A9FiIM;$qC$82 zGW7EL>nQzxh6(+%FQTQ&IhOy>y7b~~*6+cD8tO=46pKAb@NKA{^M#X(j-Yd?&J@IL zDW}z5dy`0I1m};GW=cko^lScS6ZoCRY*)B901Sjx;To6$|AXK-A7| z{jG)cm{O2{xQJb%<}5S zF=gF_j^Qbkm3R-*rFr3zY9<4u4;*=8z_(qD+2{}hRxmRR)f@2i4x}+o&z&cDk3BZk zl2KYd&B=z$5p%4hyMMql0A2)iBUiTm{9GpzLVdwS&Ef%kdn$L8eeNtp4P1i-jSK$6 zq!BwO5c#=H)Q7qn3Xu({o*YBm)d7CKxvN4>0yV5#>}!1sw3Q*`R$53y*PJz1KQ9V( zm~U;ZUM`la&ou;ro54}8txN;ShXt-$KXpAv^QLc|9-cL~8Pa~GSn?MrA_UZ+eXInX zL%a}e2ej_}d-+k(pE(BtQ}GqsEARjNN0KCe1sRnfPTE0>Spo|{j?$UDOV>!A4xR$K z{Np#AA$aAGQN=JU%BQAcOb7mcY}%(F?hdH?tpAa{{ZELPfH^YRKbn(-h~j;i(kw67 zHM-&Qa5oq}jdgUbC=AZm`tn6qSMcsS;fQdvNQ@u5nyZkA5onORb@RJF*ZAaS#WJ>t zRv|jOJNanJmR9}&T>cVEz^!8GjG`e!5#y)H^)R2tK_-^d_6BlF-DZO(E!DW=Ffo2* zjV|-H$ zqB)OPV3PJeP<9dfb0rbkpvf3HXC6C3W=7^=cEr&%2W^o87&~PNX#G*5QJ}pQBOV{c zYpox{an`3N7+v(;r+=^tt>U+OR40ZFuaci1bAriK z+c#xZAXuscI56Oc!zt-r`|DRRu5MyL*YF|Hbje+&E6|3iFClz8J$u(bnnvU^7Q4@I ze~86N&rN8@w!stNQpYk6j=K3FeCghOMi8?^{!5ym7iFet~0)L=p9(eJ62HYAp@;P~m1u zM+PKQ?2$tr1l&PMM8^t7xHPwEVMoRi>e(sI`;6){(^xKDYV5@Q$@j(fjPrt)yDGbQ0x&sfq6V9gfevAhDsHbN};&dWn*z*Dj^6fy- zM$wu}4@M0FM2H8aY`taxg8~5plRy!G*6?67t@KP_t{}jGZ}Ma7IP>@4l<(O8er(xV zu~@-?;K1O_@1SK)Fh~&KTkih`0R{2E5P`f*U@)yT++d>LG2G1mxjY51TnP*j5YKNP z^o^}^|BA#_Q9~z0NT(~p5DiIgl9LRLHY8kBuBSJF{PeAlVR5^m~C?UCA`lCrLD#-H1_omUsz(LF?Sg`qo+2-v5QC80BxpHhZ`Y_ zXB%ppcN)|pcH&R*-$pr?@2Lcm(W=d)S0iwyau*R3l@RuKu^tcr;6U&I`LEOpC|Csw z|DRh-4dCKp`oCohexk39irLSwznyN+`r_2M%37eC-nXP$M%WM~uH)Yl<$cWv+DIMf z$&T$=;|-mT)c%&`7QdYE_jSy5#eJO*~d&eoVz!LDNnlWBevZ%MQSN<3QyAr9%Q(dr1ZDD8A z{9SyBArth_q=DGRi!U&C1l?g;OIijI*Q9akGSRoMJSDHebOLZXUv}UE=pNs=El~%E zbWS!auj0E%xwXq6;-zHIJ4Z57T{?Q0l^^J82q*15h6OtPYM_?q-Vq6(vlrS(^D0qN zVf#h`fS3v+k$^awg$sE-kl+|aM>kegOv)z?zYjc=KSu~CjI+X@PM?oTa2fW)U8K_; zIQfM~x(LZwjncrrkb>#~@}Aqu2!E2pS%~_?G1Q^l96QC!!42=pD@sYLvBLK}X2$ZV zR;jO_cH$Q#mVf+Jfd#_vc z=(BZ%R;@unM|5h2ry;tUB1Js`!_IhT5rr5Y46J?>wX>dk8u!~=l z%4ZEAvf%Fc=Zc)@QCvf-EmoIcJk&MxKF5pe1cqu;~VsNJTB;oFgN$}Y_Pjt|6s zp>rnYXXd+yiM}PR?<<-``iJZ-5xY*p=#Q_@(|v7oVOl;cu@gg(An&||%uiXgGq~ej zj$pqWIwkJ6=?sN87U0c^w{NK^6p@~p8hD0_Opj`@dBv(DD z#vXv((|RWapAraV|8J7yX8RBFkfQZf2uu|Os5J+Q(5fv0<^=nlzy4Pj`5*^|2m<^# z{GUWe-O8l^CIt$@^dDU$MQfQ77%>R2{ObF?u51KjZiQ3!KYPC=$?*0t`L@7YF#^3nmL3 zV*vZ_Ihk66{lMP9K$!mnawP{A1%k1DA1f_@qW$-z09Fnz?*E%gx;3pd(X3i(uo5G& z=1Sm=r7QLVO)BXM78v%I*Z1u9d;Bv*fAwQXf}*Hmm`UA{6OEQobwXo_w(QJfuFReH zG;jCl+m>d#U7Y4$hRmrt^XI;owDpn$zbfIP z5LHeGgwbK@^Nn~yh)HCb?Uy1`B7fOd3Ds*ha?`03mfYMbQ9T$LMM4Jwi0vwJbBT?j zYSmkZ7_)jMt}*|eQFP}zXDjT4$!NUM=`&ee&7(W}BIqDQI#kP};Fv2~6+HF`4nIr* zz`qJ2@&}=f>2_saP(TJvjbU%0j47BiU;LrTj?kha$Ol=Bx$6@(WvF1#^C{Rw$xy@w zksU=z62x^$nQjFG%>oGk#7OjCcNAUOM4iYR;Q(ltz)oMEH&s}({s{&r;BkSXQkX~E z3(u)AhLkSZIa%j>#}od-${x?sqr$)8r%vK*2KuDWLO=uVehc8wHB=VvC_LS%kljiG z*a!Zmc;Sv&X_yIK1e`%f1fpr0`?*y%H!XG0&~gqY_C~zcZyaO5yjdYQj}&zaepmR} z$$DHud!%bTj8U27#L-WpO!{Xw4-esx7nUc?*PCbjE8(e!UHgRg(4iF~nNauee8#4T zO$Y4~{+iVLhR&4$B<9SIe~0n7$ltly+(?1M9QV*6*V@X z8J;AAG3>=sS#%Fz4ud0POLp%EpAj0yThO4#eNx;y@3@w=Etj(2fJ-FpQ=T+NZ9or8 zu9TG0`O?!q0Hk2Iaw{4aakR-faaxkM>dfW(DwHH%8TLwLcH+;(G0c;38I%yQPT?Y5 z7TN84r>OLuvH+}^caIh2Gw_m;mL6Dj#h1A(4R-&5;?W4uv`(=Vop{`pb#RgN`pM7u zVS0#&aVKScFh*L6*tEceY-9~`9-7IL+14i)Xdd6s=YZ~n;^Q=AMdh10l$bGOGZmhB zEwOI|J&fOJ7}CeY^%cksr!{E~_nW2IW@St*W{e$uikyMxjl1hYf$~m^X2hvqKG^DWX|vXJa6r-v)+L zt|!+hId)mdAy=Z)#}E3h1Ui{jRZPkK-9idO2!dO{1wWS4lW2N(h@OaYqkfxWvy9qr zm6ll#BG9vSm^dAQx>>=OftxY)eX=GZj9;h@?MR@{EW9~Z(RAh%L;Vz3CoMG98R~9$mFTn%ZMkJ49s{rPX`aDP!&4sG^VD@O+-5~qaJ`sjOF}uAh_m~$OP&oyw=>NYA5I#1vv`1sx$qB!+du{&f~v4z%pZ`6MmCrjVVO)nN$7?_C0Odq_E#i*-CU zP$X!BuIH}M;-7=3iObTdJaTM9E1@Hz6d|%*f-rB)$;KEjZoY_MTAY62L){`5c*UT| z(CyktBUs4p+`|snN$jb*dWqP!3T6%(Ghrm;ctgf?iis^97G)83KB1G%bm}7E@TAND zqPD5H5>YU3zfEp+|*nEW2;1q%jdIv|u@Hd2()St0B5XIGWH#-u6~qcED~ z7KQ1Qams7?l-V8svacAq?8lfhU*aD?*1rRF3mX+{VjT_b?9RUw%x38gDhCnXtpt2+ ztyO`2Mkc1XiaVmA>mstEoN-g4E91Zad;UpHTjY_ayWlbnxK?C`$X4e?mWFH-84D;YUOCpnjDBioHLv zMhDbgq3{ckx{Z5(&Bp)wSUIJYpnYJ))_qU9-tr=Ob-*J$WyLz3c7{lGQDJvj9jFh+ zl~F#vg+Fd&e2AT>-frepqW3+4WzlF%KIXZ)Zs3p;N#mhmQQgAY+H_mp?r(df>nC=* za=J#-2s)S8;qS_P!;0h>Z_^_KckEoj$CX0H`SUQ=UMHlO+IN9>1Z*d-x3n7qiy!0qhnyAZx-Pfac_tBpT3}vnj5B=IyPHrxS6*A)+YBtJd(pz z5|a;0^SB~vP>RW`VY4rQ>n9~ndfVc-kNWFj87L|1t4YHBw9ZZ$pA6+_7t~-l)gH9 zInxha>$gaWbqm9WwNyOdxl7^+{`jGwz$I!)a^E9IzBUStF7?G`ILow&Yz|WYsp4~C z?Z>nCIa9o&d2*qJi8KAOG`9t1yB@zmxN=lgDryJLp<4YWSi`(Ef7-+Y%NaH z^4#9++Fv(|zPJwO>BMj?oF3ly@N&kRht^>4b6`i3eT>1Wf_@y}z%3w2FG^^90n*a! z*E|2f{%uhNX&n^7$0F45K+(v|pX|PQ;Wg7inOJylqLcS{i;D(|lIFWr5GdasYWdDw z`oDq8;1ixadro*79vtf+B*YdE4u*_9<2yJzpo9O zV=S_NbghGIcd_sSn&hswd`>;P7?6C5C!(*9(-5_PN3Tz2k(AdE+MVU(0=pAs%T8zY ziu%rnN|_=tEs-wxEiOrl8}3Be_J1A;QO14aIr3}uq5E^XyTM2y;tY$BTecIL#W;dP z#lcX^Z%fnxZ)A~*wT^a-3SJOq=@6j2c3ew-z&V!p|ycHB_Q2efC-;!?L z6t>#1{s#Rq8=x68zoPaHK>(QI)vU(KuIO7jX2NN#g;v;wA5&opT! z8Bj|1NH2y;PoxK#6@;5u%!0hpb*aFMywLUTb!NK!fh~M*B~ok_`Esj>at;Y-Sg2q> z2uuU4o*>OV(m>)E6@kSCqtnc@@OV5}CXpo)W%dx)AZJA+!EN0|LgUc%KYIFLd#UNK+FXt zLIe#7^fi1MLK#tv6Qh3Ssgm%AOmkS-7yM6MJiKmO+T2F})qs3;|Y~l@2 z6HytueL9Ie(LM4wKi!0Vvl^-5UeK6PqSe9+iYa)=9?c?CIHE|Z{byL))LmSjBA?-P z38^PJ9t-wYeo))#Xt;R6!fYkWj7s4JS8D0s&4$aJ`-+Ky>R&M=ylB^ow2YzO3RWbX z!^Ar^j@$C`+s5M7Z_gZlVzy@LkitiRDi@6Bp%6{Tn1V*c`ZXrZp}G2rc={YQeTv;6 z0{6LPP#tx2y^axe{XhLbU+m|4J~sJ*p0RpI$+MM+Ld6TT-H3T(p8`L4B9sp(R7!>h zZ&2L!g%tnd3JJymLss*)p*18m=l8QyI!HNaT}Oup%l@>xxY3NunAk4A?U}a&^bAnY zsudQ4UCI~)_?%k{vp^6^Q7@+^wwy!!yg%A=ztP(E)4!U(I#?BV?6U)?W^}T0tMqjU zO;!`K62=Ts2()owOb8>S?<%Fw4*uqcdKX<8GKz@i92S^i^84is(#(*tGU_;0HW#>LDE{M!hI0bo!y zrPZmIsnjm?hl`SCvxX0c6-Pl=Rn%GQ&=R$JQo~THJB5m=5(YO_K}k*(TkJ;wk})Jj zNJopK6&9LI*3PAIwcap)$+8a*PEMwCAAilb*0-Q?Fk<6bvy zG=&!mN2QM*nNa`u%7{Vp)1u6X;mqN(;0PdsLLuo-#u6We=Dtn)fpR-RcCVUY_!vgx zs_G-^GtMSqVF7&2I7wa&ueWPq zX0Hr2RIU~oOqIf;jzUNXdMz1B#ct3PTRk~UueP0JwzGI zZEZY|B^=_tm&MWDLp?pl1(@zLNq?4xszo|xe0b73!OF#}gJ^V2*O2hPX#g280p~9ARD5A0h!atO#dIsaHk1c`3CY)nW5Z^KsnV!)5}3B4 z9o^Js-VTYFaewRtpUJK1_5%-o`Q4DI?3Xn4YZ5}k8+>w~$8lk#7q@645{7Ocns41} z>?ug~*n5VKbsU}~pk^L}N$g$c&V7zkJ4km8+9?17(_$aSiRL$pW{Hnq<~g78h@xHQ z>|1V{-D!?qS-{YFK(Z1PC9m1wTUZkT1Zas`&LZoPkCZ%={hZMj61069G)v(D#mv-fI~C4|V5 z@r-BMV2Q`#KJ^YXE26&@^Y2gTNUl#1N>E;`sW@<6$G;FBR6&+}Fs2^#3)eN^1z#W( z$saz{RRL0lAh=pKK*oWB$)yBbtQpsZg)S?b3Beyar-VIH`W}I{kBql2$(hee!@76I zU{yQG7BTsM0P@6{QLm+>Tu!HMi_>?4NvfFoZE^)3U|?$8$0OFSV%2epGQkGNleW$p)f6F(7 z&Mqwxu(>&6$5q#TtdV(Ombi9T8JGI&hPFz4Ej60lvaZq!#sg!Vyrn0oXu?LSsA zI9MMaUKU(=Yg`2^@G~1AO_=_gJXpT6sKLpI(~ti;@qw3N?!5Uo2C}5z3YwOl4dqCvgPew&bh7GUw6){s@Js<=w}JsLTVY$f&O$l87>uE~b6+qq^j%}FN^of=g z!gfW62q7PuynV`PkbeWo5E#K-ir zhCCS}+!M=%?D&yEhO!A!o@P(jCkHx*W``;mwFzuhNh({g9W%X&`$s69JR2dlDk^oh z0r-sWIEj6i+!)_uf{r&Lg8&DT9T~Dc>r$20{#kqb?J#`wOEHEBOK*H5VbSx#j;ehmd67Vyhg9l@1HW@U@%ZOsUQ@?ggy?+ngqafHo zLAlsI#raFB5X#&Ot0cvN;8%j&Be|G2O|HrB%=yVJDQ(Y|cr9@$47|47-XspZ`9pl; zsdtQjkt2>bFqBugFz=?)#pADov=Dvc&+%iRk9Lr%2UPbbJfU2+2fG9obmu7MXZC*fzvZep zqaGQj`ARFyTm=0DI%G0esLp?(n*pXe=Y3v8s_ZZY@01J#6*6!BeUD$aiK07^e_v6k zZbZ@I47_jdE8IHADt$k`O~9%+zX1QLp5=9UR5MTBQmsh2tozP_LG)Xq>;lp0f|$jF z{pjD}`xv^=;~H~g4%1%y5a_hq_bP2=K~HnKePqB3r4crFgi3?aFV-fn<_T-~C#5Aq=_>0x9ju07+8huVsmHywuO`4wV#|c&Z$oa( zGzEQI@Ouk*Y5AB$s8%v|_U1)5=;4*4CQ%%Zj-ifA98>+m#Mjfjcvte~&}$1-xdbt1 zT3L}OOrY~!)ZhFJTw5htcNU$yd*|P$kWGy_-Ezx$^U3(0R9Zu-gTa^~vzhgz{iGsK zqSsPpy!{(ab|slOPIdrOI$$SvesDc=w_duenH__4>As>oUzC_B%Xkd~!!N=mmSi{k z6tcS)tEMnJND1(k;Z&v6(QB|u45L@|fRr@B4GYqNfO!v_)<&jmIl9G^qm*=-;@vjQ zeyNF`sxm4%CVHCQpbE=0S~)36d08o@>}a_o6P%3+%p4K1&UQdHz%Vvx>+Q-omik}S z)Bdu&L!cOk*!6*wOF*e|1vs4(Wm0&s%^oWbRI zqUuYU&+uIwFZkT~#qu+e^%pM=I!sRl)%oQ;N2OO4Q-Aq5$%Y8~JF1-2m5%zWL!{dF~|$PW)o;MiUx`L?lg=Y>|oikVo98MKaKZespg!V(p)M}-YuEh`4_ zzl@RT#}{r8_qiz)yML`dm6daF7UoDzMaUy0RAv~%hh^gMDnRKD2i1`i)b{ zeC#zt|A-1WdIiNuKoFzK8Upx`B5rTPZ^?r978$sU_IzF9D-8%6+ zn2U!JVae4^1t_NZNHlad)pUt{rrrR0Q=y5amhBe>A5VH|zNj-vKf)T4dHALX6yAxc zK`{1;?Z*~3z^riNjlYzN`>{a8zZm*C5$>Y`egMuh_CLi|x^4g`8Obr?tAQUTbhVHc zjvr_Y{^xSw8pIfd4Bbvgf3T(J-0gon2U4iN6QRq+z@g3(PSW5?oh6;o=;;I4H;SfK z$VcD95>^SKmSOk&{0O4?MilowF^Tl!vZ$Cqn>ii!aEW%iI{dg(URBglXD|y*t6EG$5H}ZTCnm!8 zQmmbsVWgU5WDt0WNXOQ2DJm$_HBi=6tl`9ca!-Jnj)66^Gj(=xGBW~-ihyDKXIc!O z1cm~#19TezBLFX-g(3ys$bDU< zJ~v&pP{v@Ca)L5XA|6y`p=N&+QX}H;h$-yNCxr#@p0_6e?r)7t-W@u9LJ@*l_|a|$ zd)sbHnWDjR4GFu=W8DM~S<`(vY8Ndkj(_>juuX2j?HiKTQ`R}IieAV>@51j#f85@y ziFoF7AUu`n8{SR;C~5gVFU5D~FZ2#|1d5V3O*QJGu#GqF;TvJx?ns->lJ|JMJd z=p$_YOWs;s`NumiDFrtL2`dH9FRJj^G3e3AI2g@N6K};oGJx{HD*qT5CFa1%H2-#I zFi;i~W6-_EhWS+fd)ZVbJAG^MP1gF0-`~?o0xzW_)|~sJo+eL~+0B^qWpKN70xm|G zWOU@r3>0MiB=m&%Ebi-Tu#f$}naZrnB#F#VzezZ-GXwc!riPCUo$EbUSyvlZL2Zaz zpmn0@`%;Z3>HvqUaI4Zb=q)%pLEYgH#*9Y4>w)!;tB^LNPp~a88-cb%Ek+ylL^e=Q zG%aXw1O4^Tbf{7N1@%~TATooAb*6L>GDGuqbac2AeWIES6vIWU0&y(O+wB*4BQBH1P7th?sBCCQP6!8vy1(TumuYX1SNwIPq3Tpy~>x(7} z`k7BdE`a;!8*D)4XqO#D7#jQ&6mm7P1b86!*rZVj;~7Gi-;UyCJ%cr{ zkl$NyO<(7lrnG`bdiqzO7VRG8n1L3C=v6|l9pKbCA4LtSyz#Nyck3YkZ3ntc#WE%N z+V4adm{qngzfF#F}{)*^wl%~3+p>5k~HVQ_Mt-aw<%cr>HtDg=Z90gwTJ1m>A%16v z4yctY`BwDY-?^=>yJ5SgzP#aK~GpSNN5kVmU(2Bc< ziU$-azh*MyY-6QH<)wdU%nIn*v;7q5uVEW!XUUcaGaq-1kgq^PnK#ySTg;2MVl##| zM^tQ+Cyk0G#vs)7MnDiDon5emG|Vy72OL>Q_Jg@6Vn;NuAgw)fk`kD0!66*7Z|hCr z+u|SW?%7JASWQy(L5@F%&mQKS@8y+VJ8g|@(Y|;kZ5xy1)o4QIfnrGY4XeFu?CQ`8 zOHw3C83#uPYuz1}L+2R|3PngnnJE^l{%Q|3R=+S6x7QSA(D#6q6VQmu@g?+B0_5s_ zRz36Iy@NI87S5|l;Rvh4Pazie%!5Oc2JqMsxH-kIp#OBtlou=*aI zx)K&L6Z)!5_k0=bK2tq<3kH+Q18DYM{)%HCzfOOwFBT0Z4?a|Mg>tO)VBCPb@%J+H zQlP)se;3!%(-osu*3QixtD^r>w9;eTd}fShj-8a2Q9cD6MU+*=yNJr=)pb;MnbL*& z?ul`qL_K9Rt14k)l#Hr{74rV(DgAjybZO_N`(f}IeqNKeazB@B1~7f`2eiMmq&FW8Hcbzd3OTYV}yX&Lme<%LBE=(2p_UM1#dkmuUiO zv+37ZYj_!&R)@Hc{Q}PQ0YOB6i34!T<$-G8Sas}v{EhLZK7{R$tx9NqK=-wb+>%-J zQHY<5rf#)v$lz!w%v`OQ*>p4&L6GGPTaa{(j5v0zeD5claBJ2lxVV zxp4HJn&$Glark8EEtt`P1IGwTR4=nyHZ=Dmn6zF zt8WTYPGT-MnbOl)vSEClP6`-9|KP{kd`L|yr$IM(T1w62Mh}^4=xKu<(%Lu)D$TrB zTz}x6ye=GuwY#81euEn^nvd8(i`hHqD~I2aB;FajWj0qGnBs3Um|ewnwX7Y9>qZ|t z29&lZ?|advV97BIJRdpkM79a$!46O0K26OZw8{Oo%jyC#8FtzaS&sGh<{xFQvoB;f zVbu|$cNq=ZKGG44_%Um;KVOg}{)92^KKAn{QSD~VP&|dh0Uo{PJL1m~OBP<^z+InB zz?VQ`R9A#dG_FymjOO)0D`g@L1<3cSLtB*5*wV(!??8-ta-mTA%oY9U^E$qovaEMX!t{c~!yJ@3|k}RGP9eyU^ zyGT0abbewXeJnhQanWHX>Lp`_4IL3K=cs#D7NpM)hsN>kDl+xjaN$ti5D(gsj13amhol4 zM={hOD~cDd=TT^(q*#|>rg3Vy&W#ZfH(JxH2hCYSSj6@k*;91>-g5_sp|Frpn&@wV zHW_P^1F##MQf1Hmm@?IIb=H$J(o(N;l9@ltadn@?5+y>NGJ17UqgCoi`q0Z@o2^&et zWqh9(pKO_56EEyKx*E3~6l5oyHz}>+FKX_B1=znQ+5g9DJ{kC{c~~c3YJ7rnaalOC zxNGp}2S?|YS4LGu!2G|((<)7Kj2Z?*&$Q7RRdfv?&lz1FzTAi_25wWl9HtB{)!*x2 z1~Rv~1%k37{FFOeYiATm`B}1%Fq{D?PvT4$s7x2!+9u^v+G1;Vj_fqW#^hw!V7R9F zWPs}R$qkVdJh#OuIa@w}QTqjC?-R|DFKY3{1p3y#H#?XD;8xw*oj%^gyN_42^rwN) z^{4H~IbGPx+fo0ltELUl){rGeI*Pj=N(Fzz95$Ag5d?3mQw%@Thu~Ezmz!^ zYgYQ0thS5k<>Nm87CE`nh9-rHJNl&#e#Fv(45j` zduvapB3L z8?`E;uaW2ioMsT)!}Tv08;FO~EW=b>?vTP^Oqi#Q^tVIDthyDImjhd)nE!1mQ5@v z8Zwc^)#XVX2znWvpRA5~xC+UbV+ItBQHC{(70q5{^_`s(3u4+bM$IG5@S#uM%TLkV zt_KKT&#M!@Y)zn^>lf8Ux>fczR9hPB@_N4*cZQ}Qb=YskWqmI;!Oc_0g8==?-T9N? zPiwdW*Od5(YU(AbdB{rCGR78rdsxkEVd2}jo_n7H4^1#HP;B$JAM2nN(#pzCiFG8M z?afO|s`Rq$zM$y~ahApH?)I)=X669L3UA^AK!J)SRJ zT$0Z7Ut3&#W#$j&I=ee;5!>uV8KQ(Q$W)&l{PiUQzd$*JKZw0|$Sgi45# z``e!1-S6LjO3q+^F{b!LHILc-7*WF7uIY&HPEq{TEDpcusYpz^j5lT}c(AE)`C~e^ zp;5e_b5CggWI^|tsc64(S&4McN))z^h&t=m{HXEh7UiBl;mUlfwfF_BVHIre43%2v zPrf%>t(Z7gApw9CKPc3Ze5QOwL%R%@3g#K#L;cL<9?9t{celV7DX?5w7@c+-+ru!2 zisaFN^?LFI1ffQy(g`+P18I=pvdpTA5hCS%f}xHxMpVSz_mr`BzvFN1-j_cNw5!oz{{=0_!vFhuUbJ!5r1A>R93U{K zK*;*?mTYy$;pORIzYK~m@tLd2cMRV6OUiH+MzuVhUQ-iZA@nGOGAa?x>3Ah;(SCRWLp# z>g0X3eKUYxdiEP7C0>&B+<$3{C79Ye3Y^OMV9P!KD}u!?+d_c;3b8;TN1ing7|ptK zr3q8YOHdwt43KbCvfZ+Y%i$H!3rvJP-+?i2Z-{pJsR^Z!`{~)XFGRK9{0-V9q9gGd z1#cLQ|0n5l-T?MTK`U1jVmDx<5G(3yR{OAC)3adzs(OdZS>O3lkd&=GAuL-(F(b~j zCW(7VNS;0xZ3gtSypNiin_Kd;A)^R77oUV9Ct$7$V@ejXkC{5ks@WJEpQNq=2wETcHPr$1Y?JzW$nI?f_+a>{?a zmHWK<-yQZ#OA26fwwZacYZ9&dp3CI*eU$Z>VH(&u#3xz7OajEd7Kg;VW(I1p7?FJ! z5UWcwef5AS?*wUW60fK191&`|`pkvwBj@_u=;$s#8}>KS^Dzm3dZx^!#P5VRq8!!8 zS3$NXQ_E&p5IdprU`YB~UZe8w*`sitQxPQ#Q0=^AHW@lx zj0nIs#c-Suu&KUemyv+d8uLA{VcV|3nQP;5h&i6t%&GQ6CB8@4`MJpwl(#8rse%M8K`bNB=B7h8TElLi3jz;qR6YmB3J?EKkBT*;E}j-@yrIrH~KZl zoU0}EhCfP0iI!dWZOQqjtl~3^%Z95qw!flX_eJY_OCE!GwLS!%y7pQZ!ZSc^W6=Pt z+@9cgndcmT)?U;49SZL4&XJSP_k?)BM)e;g=WsuAE1&6{#0?hN#3N z8l?wki=Uxs$+c{Tj`;40Y@)^tIpml%b&NPXw`{l}DAWw&5;^M(76}|DI1ro}#Y@F< z_ir6oxD=ys)CE&>5g!;l4VoEtunquv%8taFQE#Vcdd9D&&`5}NqFPX8`7n4M!3Qds z>EV?Mb=em`q&jQYPp#Kp-KD585E;_TT_kO)&`^fFj*k7oYjH?s^r`W~VU z?_&IF6y*IyoPT<=)aAPsI{aE}C-&QKfiTn0BSt_d9IwHdVjcrQQH`#z93Sv579g*h zc5?O~Z?I$UD>fTWxvuBt%6I3ysn54KtIE(R7!{JjfoXWUWs_Fy!PDgpns=ebgbvB< zbvO{O3(HQWF7;5-ZHg~Xp1){aJDvp6-J9bmyF82HH!^geX>S=m&Lc~uc%|xlm%PH; z>meKVwh(b%p+xO$s;~K}ZS6n`3MGGgLe|Mo^n}`=oKBh_DuJRkJvGE)D$Ca;e=GKP zo;I8CNdm=OjjY_%t@RHJ-<#YgXNU(IabLN$BuYr&fdTQrq*s+i?7JP?C8HTaq4UyW zyKeGzx)}95s${B^0>l_Y&??-j1Sy(AIVrIQlz|@S+6kXiNKoOlNF_k%u6QR^s!|Y2 zz(F(E?cUojA)Y8A@0k&LtW>5$F;u5_{i{MvkCa{HFIz9<*u@y;=UDKL%=~RlQ+2gn zslL5gv)A(7gf&|HoVmC)C1r835;zfikIDw0BTK7rhN|)=d!if{rWnB}rLJaXec2p} zY1jF`r-wXh#a~A4_FTZ7$BJw&0!Df4bW)Z<+eY8<&k1qUw&4Q#;@AzyJ%5lrB9cYB z##)g#=q~&I+$D?8E7j#(bpTtn6`X)r&DfY*QCgA*YVf?7wrG^s5oI*?2_F3`M1jKU z%wHn*UM|3oqDiYiwvj}F-jTIR!L#5~iyJW+%t}34o_~trtpKoIY4fqMP^XV|7nL8& zJLDRsrbtxlXT0Y+2DIq%EM^hbI}xVAp3sM?SFDTsKAw?>UEm8a9n|Ng#W9$e4c2Ha zinAeIiHkn(Ufo^X%roni@2MX|Ma26mQ@?Lqk<)L9Y3Lm+W)B^Oxiu1*cpeXf5AZ+u zXtP58KF%H6fPhoDjq{66_n@Zs_eDhW+1sJ0?J}6Nv-X#l(gLOkl>!y(TkSjyp^PSf zDJdE3U7E78AM33j;FqaYjwe=gq*^S~tJjz6Hj1BPRMm;r+u#Qq$R5rZ^12*len%?0 zOlWXjTUmkEY{A){SV$d(O_7`P`Ep(czowKaC<&f=7n#WV(^j?cC8}4Ah8(&&iBsBizc6ZH3TJo4_nRF8+gWoT zTciJE9S}YmZg|nvH;o&%Sl(;sfG3<(aV&(iw49uzp}5D{6s-4+U_DBmmuACVE0W+~ z``6@2+|R9KF?lDIZ9&!^Bs>C(N9m;f3Cf_L<#V2~3Ulf^6#h4jy5(B9{_X2;G|A}E z6BYFjT0%}!n!9uG=TrKEES;l|aG@t@wR=TPF2IMN9;iLC#W6_So)ZJr(^DZ*glr*j zZqx|OG>e0+Acc*f@^^6Zx9H3G`Agk9t63Qb1dQn$QF-ZkH7d8)BON<3{}^JCm?u4v zTo930a@%za?(TJd3tUiasINPP;Vtz_o)gsSyzofNK3T;B!$W^0Mj7TjTC7w3wju)1=?~^<*)kkc*z< zV1<9yvjK8Ms9~+CL99TG`f@7IMP-Ir0{pYgvH676*&6^SYyD+ix<<4>xzIPz@KRgY zPe9m#;H?t(O%iGZ8C}Jq?_$b~`e2uFb^y_~y9au&tjm5z^Qvp66+v7?@vc9LAk8a*{ps{AWP5G z*;QSw&{RX2A%%m~ASb8Yhpl8N*vwNcYE0iif!$OGk&U$mGY`%Dj%00NN(G@|jwp#U z9{3&`PJp98$k(%$k}dS~wuNQNviE`AuGI694%@VD{K&gY)D06^Jf`#h!8~)atfP(i zvw)@SugKuqHY(dJVY%0^8Ix5xKxTbI+}yRn5TX79?OefQXT=+M7Ukb-C2p7kTpicl z(RQW*F-}F3U#8g9NoS&A15~3X>Pe%>BzhtrFz(66cIJO8gFOum|8Xs5B9doO&50{# ztobpsFb35VN=A{-Io#JIkfgA>2x$l(=_^&}urYpzR}cs(?(y9H85Yq4B#xT0ISjHX zn^cZq!osGBaJdf-k95CJCe7s@DdZ9a@185bQ#)T*+!K|uiyIGr zI$iUqH1?@;ms1T{l~g*AGr?el6SqN9=baKAzm(h89XbweJwkxy9LWA2p zSfwv%@}N?#+cZ!M!@T{a#Uoa>D3|i}e1dl}5G|Yun_%Q}fnlTPk~2u}=5HDYQn=}$ zQh1X~C!u^Rym{5m1$yWyGF8%F8^4b&R~MHL@Uhp+$v9`ti_kC-3Jw?zxa6^=7HFz* zwNpYWYTMvzYPfq!!)zpV+Y_9S<(kYOanT~*Qu>o-yxUefaRsuGnfPi@a}-XMmyJjt zsC+r#xbABHZPc($L!2#XTIgKY=S?)1Z@@dkk(!n5(nWl$%<-FCSO|EtsLa$GHR2xd zf|r+^N$tEqzD>ortXP4t3WR~Z#f$Y+k!dmF1=O5pw#fa z>)#Yz_j5^(X`^gLDJxOs5>P8tpKf(-p?@@TpQiNow4?ipdVlSITR4w-3_d^LjWjdE z;9)b_e@p}7SFU^2mx5nL)$*1R#|q(IJY&uBthm0SK9d8dH6MK+n1l#QjL*Rapo(!h z^a7-SkJnK;aZk^PG0QL06)degs%=q`eEbFT#jFrNzYEOE!Rgok3`6G+-Y(u+aSq=G zfaviz>u<>Vn?W{&4;L-$y~0JnXKXZe2uZNDL%`8?ClFxu{!n+b5NvDNa>&K4NA%DM zv`A^7y#OJ_ACs3a)hHiLAN!%5pIzTEXh`lS{Y3e1n*eXLm^P~$klwsf*h6So4`+=f zv1@4GF`$v*9yNdUcJLu2);TI7%GkYzv%9vhb|`gL_AU%peNPG6F2T zBh$!Ra2h(p`S`y?2i(nw;ny1|P0LVEj|K%CfalvG)lKE7?_$JgKF0$eHv-@*)tqBN z62~5sNYa^OL zt`(p#Ac4wIlmZ<81Gw<-H~J>?AJF?Fu+iBsSidGofcMKECK?)lv+Hxel2AB{gMZT( z2g+z7Mu;l^r>G7YR{59JR^5fVg@P~`{6kyV9YQffVho`88kY{C5TPLSKmH9O zoI-(USh&cT$?T1-5&8H)YMu^eAVp(qRTn#u0vQVj8%V;+$=QXBg^hzfDc}nsz`@1x zKOoihx;D-$+%<20KuE`$oSm6;TY!#^>K^xmbfziB0n62MkTFZ_`Ea5}BHPgWGk=k= z^f!64eD2tBSQir~HgZWG26-%7s){PqBRm9F_nXv7G^wEjJM0F~l3yu@XBi!tAd5xQ(fw84 zO&Ct&UIxl8^Q$|JhXXu%ef{PF9abj-5YHqurB~ml!f-Sin8&WZ+-fk1#EqAsT^BdrlFApjY~nPx zHX9BkOI)8#&}R50)Wo_!d00X_#kzZXb`|{f+8&hxDGuEwC`Hg< zf^f1g0al!f!$_(x(nK<8VwyoPNbp;!xn%+LiB6PhpD&X!7ya=EEJ%vKh!|0L5vx&1 zKpo43sgoV&MdQJXMN7FOeUDfF_DS}c9TC;=@|yXRRP4GIE9ZYnk+2Q3vHg?1`gO%# zR(lj!xrcMf>2;g)$)wK(4WICmlNWJdgrQ5QA^_HK1Ui`TJz`mwN&3x3vm*pK%i`Ht zC?W)w&ymjqf{{D+5b%|ghdyIu&(fR=&t&l!JrWxj5!a%X;R9e|diFrD3XD}%nWHv3XY_t-;c&}^-o-YfsKO11K-A2a#v(Wjb z0ibtpEVX7T>NBNHB=a%^a>HnUK?7BZy_;tH1;V=w-D(dTY`L4rcx-HsX zRwy_WXJG?DqGp3Qmpk| z`ZtN3H2*FO|Cv+{f`qq!6Tv5E9gtNg+Y!^n5%2LSoXoHzdBkiY?YmI?kV2ct`S2-y zsA6q-wc`BuRXxaDabgvO3m@ex(>JeZ&0Xe}&EAu|Oo51R6)^r4Y%fyL zU_RSGNZLYMFW-(~KUPwOzM803R-tw0ig*v_f^&=qrk*cN(K3irE)|qm`mR{xnyu#T zG`7QOtzI$j;@Xm;8Un`BbM(?C0_R;_uAiPDTzK#DkRPQVZnY6GS={hWgbw`kyyooe z9duhnv*l>y_|fW*TjZ710@i*9Cx;`CPPa$fC!0C$!<}Wo`?c&jceeZm8e}f(QP&)uggfiLksOK(6&h- zP&C+g%=yDKE9%x}EkXn}Y-G#SO(EVZ%}hg3SS4rwq9ccI_KuVh__XngR~{2x9{2Yd z;pP09yj_mXh34WR$?A}BO4AuY%rY8x-@a7uTJRXp63zcmSBGZW?2%W{T8DT}#Pce} zzL;53k~4pJSh%N#f*WqRRHJ}U>#XdtZvQyJH%tU_-@3Jb-F&VkH&y{V(@agLp zNEpA}?tBHlgXFRZ+^QtUs+#z2J%)5KZ3b&!VZW&C@xJ1NLa`2qpzlNV?^Tz?VMJHg z`X7@F5dL&L_LhE_wb^Bb4tARwZE9?m_+GyF~AyonK|`H^$XX@ij7@%t~jtta6Ixy&|3HVjpoQVt>} zsBmlNYh#PEtSR9F97jn3%_f~aovF#WFL*QThM!it>vA){YR*_B`=qNuE12Pqvv5C^ zujao*u)^KFR=)U7c$5b7QfJ)30Evok;Zp`v2Zz@(>%h|$Itmhh_Sf}h#AGNVc_NC0`bVNtlORO99?f!hym8m>_olwj z!j?3vSg+@h0sJV%#5d(JpHJC|LR$=J!bKx<-IKi$3QuIiF zy~Y|Ocv&sw{&T8~o<>u~T}bg4Yh;JhN5sZa}K_!XcnS|lx zN&wWYBAzZ^V1|r?F_oNIub1KP8 z{VAc^kD1RAqiRYIHnI{G;^rasH#Sbt-T|B~$2NKDVVzZMhE#0Y5cnoT7NhCPUL@&> zb6Fd5huiA5(uEuh(M>dBO1K(u+5>71V>FK8d{jZZcs9aYNnTqiUgVxrQ6L*D9@(1u z0Ha6!{W&j(n zp>xNzsq;R*+y^bq`HUF`UwG1XDPc+PwV3vNFHeV3w6uWj_&RN#|9G%zm!V3MIxW(a zCZhR&B0~52wV80E3j3y7fi-nK*r};reCU325>Q_h?(?p-6eCvu!n+lSb2lc2y!B7^jNpv<8dC6 zL~PF({^M8D@sR0Y@i+y}#vVYKr%OW8wUYz8mK^qQDP7v%%j;@9+y z9hwX2nN#!a!HW5m1aW-HO0bT;{f?ffW5YM;Kmg1B2=Y#{QFJcRYji+30bux|Z5&P) zFHr+ijyWwyv!x#DNhc66LQe;6`-#lw+YP#|@+Og~#8z1C*9ea(GAjIYvBy>DNo-?2 zbt-|VddkuGybu2Y9goN`i*Qp6ddlYt_~ zt^kT=92$Zwa(DrF;pjAS%}C*JT02&+UoibI$t=d-@M?$6<2NLgp_rsK1^M;t+xau) zA$=!hak5KpUQRi#0yI(HJ^zr{IeY>h*IQ>B*~IPXddNj|tG?hY13*61nG<-kt1f5C zmJ=K^4Z8Me(;V+yu~b-#FB5qJ z7YeOqg9_WjlP7Z=XHIZ?f3-*f|qpdz(+nWTEbe0fU1 zUBkNbrOAVtKO@F4^0y<1-j*F2lZ}Tj`2iefVP9xcSNUHnFmh2n6_@Hwn%&0#{AXWc zgGyT$m(fVF?vYB{HU{TH+wuyf?kA4+f1>`Wi58m-Qy6|!+6~855jYzXva3*xD~A_R zsSd=9)<7Mf=f~ydS_U@P6=!$icSGf4DnkT6dd=TI0%4w}^npHoM4`=5Ei4zXq!!f=hcu zB_;gaflW7PMxac|TzWYcoK(g1lTkJPUc1?eUVqyixSX!~OQmg$#Mtt0HSN6*{W6NW z)h{M{n@2l6Xo?GM$&GlLE?n(%`w|Ev>UG>1>6R>V_Ly9~HxM{K>%TQ%0HyrU&8zG| z+P-mW1DC0Vx~}PM>-zqEMRK5u;B-~Ra%yc?eS@YMJp2QNu`uP2n6xI5B8Rjkiy(j9 zZP_0H0pjLY_Aq4c9dQwZ?MzJX2b2?$@cF!LX$3*b2Umn-xmr26hJUQxpUyYzljEKY z{vFFWp&ijP`_LyCjihQJ;L3f?rKy!qL7DyOR%mlSZ)wjiN3kFvaHFsWS?o%qwZ@_`b6YX9bGCg9=Uhm3C0F; z%r$PdXC7t24E+XC;&%mKIF7i8^R||3zg$Nh8)wSSbykHYZSVMa+*euCex2Lnn|I>F z?*=Vc+FE;C%t z*tPvIp5eT5aC-98^eIp6F;gnwc?%{Kn=gj5vKfil<=bFD5)B3KBbtIgvrz`i`2bAQCLJD9OH^ZRsnW zt8#9-Y+O(zq_1q-)ls*Nb{!YMB1OCeXJY4l38x*8n&@kK{Ma_=%WtA71p3OG7~b_p zqr|HjDkDLC3)?zZIoqldKcxmVfNnn=ZIprU{w(07sY0V;BkVH%U^wQ8fQt zUD4dtSSX$Qtxq@OYrA_dvpx^I%iNcCM7q&M4okM8s2XEs=t9g|u^{S=$l9w{WVY2( z#5f`VU!n9!3p`q;m~?ysY#;CZ)~=-g)kCKo-`*H1QpwPdYeJRVGcxjYYSR&h!E44^ zCKEK;H@9?P%$+mwKB^DuD;x149(&K+pLXFi@T)Y;)YTiUOrM(?i0F+27YHNP$JJ6Y zbH1@>8-JlK<;%lW{gg#5?abbqPGLKSYuNN0S?8aGGJ*>kvENMw4ypbnEB}jSDWt$n zArfb#s=c{da$wDj{pJroQBpS(5D=jxMPIy@y4eb^Ak_SkYvaxk#+houRb!V?pWWf} zaoUHzW7&ji=B<;Yewa}guYVBUZ;z`NWmyul%O}0&q5YiOT$Edzg_7L)+QO;y&UwP5 zI+3vx)N^1@*>I-`46YrIVuB5NmFd~8l=KGV?iM`Vb3Cr|XVNV1(@jX`Ye!_$z%9-) z?h;nx)H>!#h5eoO8}%Gxv8n?-Xb(Apekjvu>ksn8ei}BZ0Ec5a(O9T}WUVf%!}y=^ zYi^a5;0C+D^>MyLIb5sJ^`Qgor4<9<8>4!^+k)rFKi{>1=pj3s@NqmlI%3v?jO>SH z{)>v``BRRQGgxpdm(9osETtNO3uk?H80m_miRxa@vCWB*UIl?z87vB|LG%d^bPN}r zb^pK2s>UV8I3F3U^YP)aEv=b??7_{J7#*u>g?*JdeRFjoGXaQ+y2qZLqU<^x;dvm(#hWfV%Z&4&46X+DFJf_Sb1L)8 z*^jl(kKOK8_cH#Z6+Rr}7SQf!jQ(KAnY~t>wOvU1^BN=WiG$G#+rwC6NmX;+oFBQx zy(f8N$m@ETNaaPkWc@;{`kUQAN=Dz0hQL2{Zfwb1NNdysVO4-dHenU7R!e<-z{M5& zjt0<5oZFV_(y!1T7~I+XYgwwgwSW0W=5(CCBe!~%`6FYd8cW% z^)0MvSB7`;X+krlp`vm;`R}jW(#OeBe?sHa%33$(xQ!()JIm9h5!^VESEifL)=Cyv z9k%KlezxlV;ZTDprBoej>H50V;p~W}+*+WJjQ510p6i>cyXbU!%ygTz+&`w|)#-yp zuS?wYt(~X&X-~Sg9S7n2TX(EQ;kZCP!sSTTAJvW2Y^}4POSCh+8A}UE`+9SM{&Wca`pum+SCwn?^c%3O zWT(2k=DM=3C$qLzpm~2_b&*3NAW3ATvVnr(~>J`NrB1rfBef|NKNn-BiDjQ0UFnzj~;PeA&!sR6FLr@Jb<^^#{gpK`~>+ zi?~@lX>7H^m#_canXfSCdHulTZ#~lL7=)hl9jQGJIs_t=1cjx;@&7ztYpR%;gQUfD z_}I+NjCi=Yxj8wxOxW2tIE{JOjd-{?Sy))vjEs$p%?19yGaw*XXwoknoDd~gXi9*C z^?%qKI2NoNqD|MTpd?EQ4^kFEu)^uu>pA#eLSawsp}x<9z`# z+nJih_q`Z}v7cU3X$obaI{Vw~iyM!dw2jy7Byam4D)2DZ(9AQW+;(mj^ z{+RH#8J-DF$m`2`9ePH*-P-;^rKy@gC9-;>F|YPJ0^{L1h$F@7_YlkWI<=NTNC!r9 zX%hg_G>8!h)g`tG7i(*>C;6RsfTK#44-VrAH!cn#`G-RGI--OxoT(<#CXPV-V<%mj{?3VWFiO;hh|jxo#h z#Ed8+A0uC+=l$JO3JWjojYxrjOfsjF;=7332nvwEM{I@Fa(J7UjXYs`14ZXTT_K}9 zZvvY5d|lp=)DKX0=iD>uZPpNRU)1~hv%;;O1L-+BP$iQt&pY!isnrm}4ZG^xp_MAl zMx|HwwJ#kj{m1s*qtAuwPRUg31Fb;Mxkr47{tT4&l+Ah28*@qrwI>;BKRI`D$-Axn zYos5y`Q%|)%wHC6RBGlk+3a9d2ZHvF7nf_JYobia8B$d%oK1?+0#YIUSb9f}eYUxc z-~K+yKwAV~cpFUPHs|WN3v=PrX;)TLlzwN-T2t6Q;kEv?(zU>99NeXBVb9<*E>G|? zvELXwao7(0bI&g3F552hwH9C4!Ie(o*CE_X3jN;;or7jIe&ebh1d=;=d_5`P$vk}7 zdH$+ay$4U)!smy%c0HVtsW|E|BX0FR_(Cs1KrTO`mxe*H%3X?Gy(_Z##eub%wcn7# zt37Y~4{E=OUZJWZfjobC9Lix)5~1-|+vpY(wjsM}{&}Ib0wV3|ij(~M6~u18(iG3bv;MFh<4hMZAhd29 z1J5D5REt;{x#wF%vlg{54ZZ5OQ9}qn!z&zVXDD|~<%HMtnoZZF+LhhI&!OLz%-CDt zZkrYI7P2m3j-4T~Uw>LxO^jI1zWDIXV4JoJ-uY!jddg}1-Ur`4<7UP@kDcI5UubnU z66yYRLD3Ry?pUCE_Nh@oa{P+Jq8A0j4rDkoR^}N<>clMkkodqT;o?->w!9vcTTZZ_iw9@nWh!}kX@Zg1~BCsf1R89R;doK-zkm__L%6#Y<%<29Pt!ETGuxPsO1Iq|>*?2TAH zBp$@pQXj5R1qv55`~nsGK<~VkBEAUav0mqlAqm9?`uujsT51!)UdyvL`Pn2ozq6mM ze`PP-x-7t-ynE-Tw^s+MmKya7WJ4VfBXl;2L_SW_}sy(&`Iv z9)=$GC2ZRCFjP?9OoV@_cnOC9I(Y0)qUA^Q`obx{c+%|T1+Nq=pvTVG=5KK?e$@Z+ zWc{12c9qRp!za|Xkr;TClT(gQvu;2ixW9uokBo8ANs!wQ`6*=Iau?M1;0_}{gk>|` z3rfLdH-f6br|^5M`4xfOXkPrNd?c(|ozBtITUAGGX-uz^#N?-IJ=rS=G@Ac@y!*|F zhT92_-J{KYt=&W4rUupV@h1cIndI-A%c&N@*PJ6?`$+F+uNkgpOc>)ZfNS0n=f0do zbI-cRryRkXKqUc7&*(?qbxr+m@8fDCCVicJ%h#bwepa5Dk6gXi>q_H)_yk-S8a56JT SWaVIH<>E%9q!d?_K>S~V \frac{1}{4}] \neq P[0 < x < \frac{1}{2}] P[y > \frac{1}{4}], $$ + neboť zjevně ani jeden z těchto činitelů není nulový.} + \end{enumerate} +\end{example} From d25c90a4d202fa7a6014efb6376dd6c253d3dccb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Fri, 28 Mar 2025 18:39:50 +0100 Subject: [PATCH 02/10] lepsi cestina --- skripta.pdf | Bin 265455 -> 265472 bytes ukazkove-pisemky.tex | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/skripta.pdf b/skripta.pdf index dae18b1df7b27aee84559b626561b97e77b9c9ca..c1d4d8b995b09cec80971cb3617e046c10ed758d 100644 GIT binary patch delta 8508 zcmai(MOc&#!-bU;kdkhsbC7P3?h;{;PRRl3<^k!JmM#I2E@{bO2dg!hpzjynu z{_VNW=3Mu^J13b0!C3^sVJ{m|wj2OqUMVSTcMmrk3kbH);;5lo3biQVp9{`?5qG;n z_09zgJb5npFP0W~pF90eTkJt1UnMP`{r}7qtLl~PJ6oatwkoPnD^ESYvMHUJ<{{Fc ze747yKv(4$>e_q6?6?~4m=(7pm)N*`$s%)~5U_}NzA-5BI1uu;u{Tsb{IL(pLlKKpAB6Jejm_Jhw zmj!f6l~Jj-#SmtHKMB`Y_%5_s1Ly%2x|Y(=+L!?g)sLk4sjN@@DM8PCk9_PYMe$yD z^YS4d`=xxvL@NgEQcCfO6e@tClHIoE=kHH^kJ=tw_X`LKmC@H!*PwH_XD7pdn*jH|7 zloKVu{K4%)23IERv1L_QR$C`n#IDA$75A{$)JMKIWuWXA>W-IIe??D{qVe0`e|L%| z)|})U)9TS=euS92K~gesl-tx67FZ_uP%XM__mU{plXn7qj;3U`hLtUHl@kTdtL5t4 zQLS9V3}!%W{%l4ct$5AP%a-eb0`HEg`$}@p{2@xx$=r8o$)(e9oRPzAY=Q(wOkou> zvg#!_Os&F*=?sEw&SOXBuC5ieyxm~ zrO7wFzEVVFvtRG0fgHWy?DGM5-Bp|Ekhs{cdXjtmh(y2n*p}#;;c^I1c%(L>!;4g} znWTAOu;S0$gC4V~zHO}xbJC$r-q7uPohwPKF>JN*D zYSoa)M7U%g!8oRfiYA3iz%mJ$t8PebHg6}oNH%WPU4L*qAbW}6HAhnzs(WVW4!-NR z6gB?9Em`5V{#UP+JAm`3^-dlg1xpl-mBdOLQPsMii69|hFHR?W!Cp*}a4Gxt>4RdH z_vC%O@UL;FVfX9${jzxPs(;#rq9nm#7G{N=BZA=TQ$4+%4MOcUY8Mg-zZi@>h%mRR zc5ZwCwgPtv@ZJ)y>h+<;(|EWzx$e~IyqVe!|Oiu4e^;vh`itD3}vyoBh! zsWFAS#ijt#HWDoL15K22u`rP&ov~QC!5lhRh~7>iwRt}-E1ZOwHS7)M&+UFgo!aVM zjYP89;nv`s%39xYO9c$E4ID_-s9?wzx~dh$6hvfi3{c-I0i@u`oo#bQq#nf<$Uk}zDJ znfTQ);dw#yr(7LleOuzx9&#OhU7oV3pJNlIGH3m~+ds~il|Q`~e8KSedJA3Eh_|PP zSuZuS;4eS_JD4o{0r4q~aMQq0W*kHr`T5_18t~@*%O(#s%qko0$@>{TWTKpD6cLx0 zd$RT7R-WSsp^K1Pa*zGUvP(f|vEsw3U7L3Bo=9w5f_2X@_mjOmVw4|O;4P@pgYm;- z6^$kR%Vee&uhdDgk&y%AK*5*~1gUpw&DDiJVBv{>SG>zAH1f?keumh?hfdqm9U_}( z`hg~lcXy&tni<%`H_nb6F*&h8@%QLqSnb9ARuR!<1OO0hu{x#hj&N2|q4BY?axlFh zdbkfJ`AGNh&*h;GPCeVGjKYi7&Q%fF7S%dhTE)>@$Fcev$#gg*`ur)NI_f*|!#gJi z2>9Dgl2;-L9Iu(V?0e7DT-4HC@t`o*A<$RV`()TeyfiGG=-8WP7I5$7(M*5bFSUx$sf$vpL#ODjhHL%0WuM) z9aCN(VVBZ%XPsVG*^}ok2THGOi9*K4vDl9o-J0?hw6^}4^d$dT@9~QGM08!g?c4Ak zp1}c|G)+$Fzh#wUqC9xo(?!|>StDizR1{@&p;gkf8qAXjNon)eW1^GizyFg-FL}uF zy8M-Jf@S*8)2W?4$5<~k(C*zl09%oV^%o7!^3DcvQ|EFL%ut=2u$TCcjILLjq=^G}<8fmQ* zaMFG_0R08t^}4TdF1^dbZl6Xb`IMCw zyR$W)=9`-J_OSiT%CLIhp(KLMb2z&#sqm@X*IP|IVES9v3dl1;h ztGZFgsP@o102}tUfAqr4Kg{3hme%n^o128srG{%Ruq@gQ7p0==FWd{v@*<6&I~dlz z<)|Y7JCC}TX=19>#Nt8K?}wqA$%;SXIWlr^Z7&w|OMa0RyPcRQEqy96$>MDP!@>b> zbYILuUSo}%C%>yxOgSgYqu9>)?L4CcVy|lom4wzWO(62!JEQaG2gxQ~ogWFnf%~Rp zEJAN13oL^9h<>?20;Wp|DOCGjl_A%`&lsa8$)1s+9w^PB9;m;A0sOWWUE=51=Vo2H znz0e2jB%$r4j5UycgLoBZpq7j;azb)3-uGqm8;Fz;xhlp_NeHs^Y#XI zaOUKys=V;MXhs@T8Z-(IlrG)v;wi@ZEsd?LPdMs)5eD&=ROXrVpc%e@WTHGb6cAdb zld;m2i@ls3OkRfcqKlL@`Xji*A06F@xOe^sd~_Ga_M02rYFxiYH4igF zUGo-;*l0n2%M_zg)tt{2!gfVQ8GVma7aw5*xV*((+vQ_Ef24_AZ1l;t%nvba zT6boo?j0zmpwM6r`=G%ncC4Zc=~AAo+!JS@)!-ofpg=Z7OMTZe+Ivkam7pZqRpABa zFJN1ndmS@F9>766%h*;>0H3@<2WQF~I_zIDV~Deg_xmg9ITPDcdssQkEp+cHNmmLQ z>;7m0!cKfml+$t`y(A%(ECt4zg8N%PF!Dee<(NUgrt#QxRD~4tr{uBN*_d8Oyg6rK zZrm6g@|n&|Dl7ls{t8A*pR;+|EiR=W3V1dKCv{g8xLyvrnw4v};MK9?%D2hhdZb5_ zyk&OM5GCp=N=9+t^GR?k&Xe!-5h|y?3eGFX^n#>Cc~G#(=rF|(G-%m==uSOj>q#5r zU)0f1{#(wnleL&2L1d-UTieJ$9~D5Y#B!Q!xan@Eu`b$#;r_uXDb>OH$ogkWaY288Tv6w1{Q{{-M9ORw!4YcN`W$X`_VS`@>|({ zF}9b33FSOq6jwH}syJgmsEvBemywXQIzB~%1cxc4k4VLI@w*KvCP~Gbr0!WmLnnauU^V z*IF^7$S^!HiZ|FK&0ZHdVRq`=L?UnLja&>gX;={at}&qp2Kcu0^y!am=bXPOqY7-q zDMPji2D#%39hp(Q-p&QdK6tKu+H9;3B(^8(1}Fe0Zh zgZU?a_m=SIzUVMKvZ5oI*$ikZbFDTI_*mSQeq*|v*fwfU9bM|B}8RKM_j}9^B%e9}0HW@+P zYK>$>nb?XsQR%F|6_FZr0odULg1v_BF#j+?B3hIX-8~^e0w(YTf``|XhBK`r?Lq2bvc{(cu#XW-L0DCE>KV)tVGl{u= z8N><^)^icnb7gx-bI=|t{9Hs+J0-VJIcDTaQ?Es%BTSb-P2UyosgJ^782F)T_f=m+ zC@hSE1XVb;5+l%nZuYBg6azI4B>je#d*|Tc2zn+4f=C8-^U)C_JI{W_Y2{0a`rPe3 zO6PU?G>A}*hqqsp0ur6y<1;Fsu9qB4@+5Ns(|(1C={<+e2d@M3dJ&Kdq9#4XO*A)u z)lZBaajShxDt96W?zgyIzxH2}}Z_#F0xi-HY7k zp|e=_794%t(`R=HuUG(_>Q&ob#0?CgHN3Z%@e#3huonsJSwEr|!W2H-v?%*3F$S-! zH@}yKy7;{_-_n}jT)5ma4-(^SU;qTD@~io9+Tfp=eS9VJc=Wej6duQktAH+Wy{o6I z0Z@5nC&o!4U8wBXH(}R0R#`7;>GHR+IPiGJq3ePP5Rv|*ZXVO&%ERu&hd~tEGS6AH zLJL|QEdzdsC-lGTumCoXeKSQ?IuYKEA0!RLK8)Xb~5U% zedC>Im`VlEN7csH`!&&|aM@VU_4^Tm$H2*r>LP`s#Pl*cI+_3W)%$gS! zspl)C0p9N78EAO$5tTxMTN5Pp=F4lYJcL5boG1RxTpyR}L8kW;?8C`xkLWNH^Cj8dO^b`A=}B_23oL& zq00-z1ASKpe4K6z|3V45`JnP7@XQG0bq$*B)SS;FvmYQq-@8WO2)gq`q#3e|x?`Ia z$%N@}KK-C3HTo?541lFZ#?O8K431v_h>?J_nv2*6$DmALPyFwyCOuP#>W zPGXTuEaLU;Zl5$?ge~~_N!_RCt7ov1Z|^g7xZQb5a3WZ3fInQ)j31&MT7<5^@kv z66Kff^{a*d_*028_eSr^>4&+imk;iTJ_h_2$<2$i-4vxR$r&qcWc*%UO~e!Dyv;I} zHmk9_Pp-pLS4*v>T>A2y^w0~_*Y4|bDgIrSg^QiC|MlJG1(=82dPOg8DVuWA7#_u9 zLUMfT3uawj*tZ(M?Vo<-b;Ns6hEW=N<9bL>FV(X0R-{h_)q&|h(q?|@6ndChRr?uzF7kY z9}S@RpP#W1U3#{X*@#;I@({1W-{Me@w>GS4 zYD7Qhf?y2>QGNe*yd+bhR8-h0d;0-GPx=5+d8}Y=8?}lc-Q3K+Kcv%p)-=(dN;^OX z)Efeb8_s!C%CWncQ{tsS9J`t;(h1zI#iXL9r(eIw29}%ABIml?>VlL5M{OFf zjo!D98+E@t_dk(ut^eo}zGzD^3Y2zD)Ot2JV}#K+x$+yk*v@I;pL9K@ARD^&tv3dC zsDHzzQ>!uzj9r;CNpiVf5k>FFLpY(wl#YpfMdHK%A_ippwoZ;$?k`SlF1IU+)lV>r z9APD^f=d0&eOGT@&oA$EsI-~gOR_e251 zb=R}nFCDP4@*l9N4Tv=R@@mwxgWk|ErQX)SdAE{%@K{V2lIsbUXHE-oOB_XJ*;g4bOSX_5gBg@n+jacA&XkxgQG~v3U0}x1{p=uu9a* zk*$t>K4@sU*tX``=iV(Fw7h&Uc`QZaT@@(SjnD>_WuHtT>*UzdMxb4^pjnMhTAB&# zzQ*cK6WCFMNm>5g>b>XkY@_C^(*v1eHqK#2H#!=(EWa=>zbKy|pS6gv1uws#4W9t7 z)jJ_;D?u9({&#$QB2p6nUn7GD15FwDKQETxytlfZEjjG$Mij=)0m^B)k^O@IC3vo? zMcCQ(Bm@WAsi5GxxmvJMS#0P8(a0)=WI0R;Xf!z(O@IF`bj9O8e&c(KNHGfEJo>9BWOalSHI>5xJtIck8vF%$svm_X#XV9Y`WnMOasRfs3&ug&aEF@w+`N-xp{|hSCA_7&b#|fg_sm4~!!m_>!*z_yFjC7+) zC0c7+#=4Bm!v3J-_2^zI4B0|)eXPNx#pO{5DDHT}9}x|kj;IV?C1W?~c9yu(n3mM9 zbGu~(Dj;@e;1QV1D5`nu45xDJwRcF812z{A;x~Kh z)+FV{mj_hS-lQs8O{G{GU^m^QKCLPj#r*dPZ(6^Z2fE*B4Nfw6YZ}nW!R5B>pWy$# zmX-}Rz$@)lrj@ol^&AZ+FG+m6X0zr5PzNFX7v6^O^dS1yT%VGzx<8VS^c^9s8+zpC z(|7`a+>l?5C9h`3qTFGYrZK;I$M^ioJ#~KLj@t*@8k|u!H}IL?O1)HG&}&hd4ql`d zSop4PL!--4<3^ik>=%}IN!{zt)uBy+zAtF|C;KwAp(-M@tb9i*d2zbDnNLjDy{nh} zUr5IaPvr67B9j|BWJO8uT|EI_6(D)q<|m*lG} zx^;vA;}@ocqVYc1E&8L~dB$xRYk%Rp*|ObtpNsz>sHtP`q}e-{nS3+Z&pzIfYkc?x(;pmMq0*0zFw;QN8+0|Am%UXPEvxP{QkZnLX?jBUvZlmKZ&c?e4X7iDzVA!sgx$>?DF$j@uI^74<=;Eyj0nU7mHC6R zGyW~9dxpl52YXj|*5;I*$6<~-H49PMnGUO8mt4t?Eq>i2r2h6>eTRNDlL7Rfb#wYd ze~J(2pA$;Nw4qYVJRT-&@XmmxLY8#KL)xbEO+7Z-OSE)+1U*&EnPz%K?Mj4$&!O|qj7{E3s0Qi{v7}Byb73==L~;s zUgnj0MVYqbsA54L_tisr8H*&{zDm8+erDB6Az8_ly;e@_;yU5|OjTf9`bc|Rt?s8S zxg>H|w2aIP=K2pG(+W`UCloyWU-Mh(8G9vo+eWKjC+z)mq`-ZpI4K z2GzxtJf_t%ZW(v`0>KpM$WHd6cSB_+!zw;e=#E~Cpf1!umr?+LH?Vx_@TN#Fi>4Fe zxmB+a`u(}>Hfcdd7ZC2rqS%;M!_O*RLdkw~dQ?BlCd0|v&7S-FMtUc|z&^!x)ah*L z4^Gy#{oG%|u0F8L^md7$J2a7wP9P9y`kZ(B$oQ4TwMLK=O85QQ9}$~BGjzVMJyzfG z{$as2eLmtGeFO(;hK$_C-Ke3o@lCq5-%A&cJkL)ji|x7(HQ0u1oMc-1M&GvTqE{aJ_>Vma%Ev{3V7PhT1%4~w-LVQSIm)n7zAj% zGeIve#YN-)1RKF-~U;u39lSEGd*7>M?#Y$Kh1dZ&Nw|if1lqzN@=Z> z^ny?KG~*E??iGJh%Ga}$n(!R?^XaGOzc5$day0>qGgrynPJewUM6MgAylb#~Jtc%zGg*<7I-!nS0yl2MR06!54-v=;lxGYrhB@Ml6cr^lx$rZq3gw6hMH zd7ET-VuL$MZ!9|m96?zHYR8m>5&goH`7QI-o@Z4)_$J*suVP$se=p1*I*>BZ6sb_P z@NuXq*jFl7Y5q9&A1R^?rV@RqL~(K=dJRWlDl1&nQA4dxS?ziY+I~$6_&3cBX_9s* z2jW0UL)*nSQUvhXNfGu^ScJBKtHIe0U7Dg1&MU_e4PxWr#_uNtkOu77gezlfI5XxGuu2|3t<(#+J z8qm_JFB2w47?ApHn9w=dc-BM$oTT2tQpqX_Lg)fmO5ozgf8f%*<$0G&naAFA$zuSR zI)4m5cpDxUV8b`RKwjp?5XYQ&UV1)Pj@C33=M15lNB{Q8ssxw$ll?vMbCs9R08*X| z);5&aV-2jk;y3FzmXLW@O)dM2EjNC{S)2FAGcGU50&=JLy?QchUeGFA#mtFcU0%0u za|oyTq$sNvf7~CJtODHR5qHPd%X&HQNG}sb$~89eV1rqm=74K<2fAb)Or7%DnN?j^ z+!`aT`cm>&k$7FXDmw3Vf=Qb z!0E#`4>RKV04J3d+G!Vd#YNauAY>OzuK`YagQhMLe_$gM{cQ{wUZ`lveHLIqeQdE5 zF0quJMY(Y1qTCw3h4x&0q5uJh9D-A2W2nYkQ`NJ~%OH~98d?D)zfEu?R|@u*{HA)B zdd+)N<(YJTPF`00wDK+$8!9v_Jdn`uE3|j1=1LykRb@6D0i{jxR=}gBsNh+5Q=zk^1#!^d?`!^C1~ zYlHgIwR{q~773*KP6Dag`!FdjtYe4ZIX{d8E6+nYK!_WPt|=&Hgc5nEWhN<{v^>6jQW*T(m_)(eT92a6^SGIG$~mJvY< zxKvjvMJIq>-oqQviMYJFy{no=aGcKk;ZEmq_dpTx>7?pPUpO)}XxU}FF6Fx(R-0s5 zf88>&%Olbq@*kI*De5B{muC1dZaOAWxDZ`lG7M#OFo#3`;Sk)gbfWx2-Q4Jif};`& z1or@W(8P3S6qoLdLM1Rpl$F#=F*m9Uv=>mEDa4dio+>FZsCq!8TYx-6X)Pw`C8vr! z6O?IY0_Kn@d7TWtD4^DE>7cdrA~+XoCjVi`3vq%)7fzf^ ztK3U%IpR&4PckTOnY#^iP>_h<8%-AqFc}t+(UGiJxy3(;=)8HRfhNTInr>LCf7U|` zBtXRpt{!F7&hqlIR9}@M7X-QflC^8d>2c-5bNAh8x9J(Cf*MHeI~jUcQ|+*}e}lM2 z14cikxP$tLPN~96snf@UyaQA~n2E)F3wnrA5h2Z0_rM4l*!NyxNs=PV*(d(S@_;W9?9Ce__Jf9d`g~ z>v2i$*2`fAtz#(#x{lY&wNBsLA$M%e+^q`qDG$}#xAQv8E2b+iZFe?SvB8|F?B zcvo*$!`-5Uqln)Bf7LYXHaVjsG}f_H8o;iU>Ux~*Wdc{|h9!{Rt8mW=C(;F1PItgs zL;3OGG{vM&a-ZAL}M%>#9gTh-PwaGoj?Lo6t%G zxN%^!1c5=54zCT`5xAgje}|8|iH3M@p<-A8Ff|JG0B>z6N_p*cDL|Qm5ipPNiDEiOECkn*ncu$H90^H>*lfgYHHvyyLTi$;@b7RTJRy?$z2QUB+&DMf_ z#Q=nrq~a|L25yS%?l8)3yaAAD%+7>c=PYTtGw{f`+2wm`KJqMgB82A=*31^kP9d%l zfyg9InLX(2+&u_9e=YU>&xhAGl{}5pei>f*840;Ij%X z`Owm!-hDq2-@YOTw4=vAC}?=F)CMbG$wQ;ll;sKl9L(uyT%90qnc)0QnF!KjPcdv{ z(v}mirn`h{nRG&#wB$&LartkB)vFu0p=k0`P9(lkPtsBef1}7!uXQaQXf*#cAJh?6!I_l1Uu$O&iwpqz**TWVLeqj}Zb0Ky5r z|J`q_B8VS{mvjQRmvjTRfPc5f-zkd!#sAx>k5}jA{2;DgriH8g(R6(jC3&%!l=-_= z`RZalo6aHF%kdf4LsE{B*SELpew2QryQq-+X^xv1! z1lu14B&&#Kw|T<0yB?&MXu1yN{eBV+c`X_n?vJ1|6{?I=$IPhl+<$Wq1K*R=XdFjP zd|@uq)4*4DCce0}(5{Z-NBXfw?<@-s*U$@1?+g#0IVAR8@jjt9pd5(SX zon!!Ko-eO$eCbU}d_Bmw>U<@L@JmU8CM_Q$ko9de@D;h{t`F|(;06WmO+bv(e7lcB zp)KDU^O?j%+Vg!kY=5e`8wEXUWOCYY`vEY*tpV^m9Yb;4f)EnLrq*3c^5#$Xj;m@l zkG}hunQt4#LXEttSXF3V7d@?P!;VE72Dq_&aW*QDI*R(1M4Lqj37o%{Lyd=aFT4Pz`bNFTN~Q~-hr2A|hAzQnEkuR5 ze8eqGMy8!*6n~bxow!{hMKh|7Lv32TO|j2Ft=e$65e{MF(Tt3y5<;n_5gqrWskUFF zXx8){5sxO72&tkAX%7y4+-6~W4-Bk#X;ndvaS@jDbvNtlGLH z^^t}xWPcVYNH?;9+dadPG9x3zkyayJ*dy&?$rQ0pE5OzfFF;!Y?cW6EHl zl<{zy8(wwfP?;lRM==9IMXN@9K%SjEvVJ5(Ab;!3>o_amU5XIgk+UPm{eq}Y3DB4l z#7(QX<0FA!M%+24F!ADDpdwa`f_RYxVOa>$N`kOlu`N-L3@YU!IaB!94lx?%T0r7l zsgaj9+MyB`)oBNmC?y-CPidlr6ciE$LkW445?XQOWW4Fj$kSA*IfP>m5YBOU;2j^U z!GAhhz)0X#&^UVJxUWXkuJe<|(Q5bQbVwH0OdLuryaWl2uq@j)x9FMI`kr*18#~_+k`mR>awVq{t21I9Q#nLqZ3g3<-sbTf2EqLNun937im+ ztv4*E4wLhlIK{zrtcNoY5X*iP`4w9YM9{JwjlgmU(qpE&4lR?G3`<)i1E4D z(2ekp$zxp(q?O>!ZLWn&u;%2E&!OG;oZ78oIoPeB91@h#m4Od3NKp%{Uw?%{h#Fz7 zx#K;;nu#g5=riNR;o{zP5n&CG@KGGA;Gz-IE{--lIC7GRjT+=0f56A4Du8b!mUh<1 z4c!u^NFxI>d$>>BiZ9auSH#Fz6Sgjma=HjSq7I>jI9Bkx3R!&=5L)b*7~OOfNGZ8x zlN~9SV2o?BO!#V>;)eD%&VTetFVY}j|fYi0Za6qU|B>15o1y%G(jsI8$!a2ih-L&R)apQk7~gwL=ldTHp_dD z7V~xf_TqRQm$sfhV3`k!{N8v~#-~r896bH>{vXd@yjh%$=fd52Q-7Xb%*IPrfBS8< zF3+CMKQH1U=;?H|UVgiEFj*XzxARxaNx7WPPj5Y)l=Jm;{p~h-IzOM4XIzjhxZM== zAC#+;<@9{LSjHXoTxWamA(OtyKg6By_4S4;Sy|Q-9PhkwCD;g*0j)K8)#82v>>M3;pbk0gCo%5ekEE4_18p;Z=ppO zd!S{A{=R5&SJ9&ON6XWXj}AV(tGV$v2$pIe-WDucT?Z`A4uZwYCRmU|-I4r8Eq>?r zt3%6x`WjfNcYpuZSke1LmVWa4LM2>`9Y{4muW;5$Ed`*%Mma{&0E!;QiynHw|`fD72Vva%--Y+zO!wLyKx9EIuYIhTF|z zXi>jBw14!gunCuTerxy1Z+nUFjTLnjD}H~h+&_5q_S5qQFG-O%fEL@$Ztbee^}OQp!d#hj}t%N?Qb7RrjCys2>Gil2%yL#k|`#SXQ{p05jdnACJ$@#`)XnDSp5H zGRJ~z|B*k>U*s?ISNZGwP5w4N%-`kj^AGvQ{IC2|4&L&Ue3An-`Dy+opXUFc|9>l= z3j%Gdct{x!eMzvchQzm_LZZ37T36YY)&+eU=@jH~!N2|yGZI26NJ&_y2>WXSID?{x@%xZ|8@W5Ktva5kO8ZId0@UAZhL0K#lN zJ)eEcPo~QgjB<4mUOD|bo|W^HGJju|pJ(M|{KEK$;`SJ4NJe?XH(h{%v9Hj7e=>o6X(k6CUkX-sFzq+jwdA3 z0C@{`yMsJ5L2lCrea)~pG^9Oy{qgy$7YwrQD#q{zkDBqUXO*`jSfp*^o1f(n~8h*x@OXQ zj!J1n>Wo5r4M2~oq33lRa^7DVZn}fbPD4#o>)*HW#-iqXNu=2t^wFmWFQ2>x>4zWt z#udM-MT;MeDz&p|*XL}SbBgq5)HL@twasYTX59GM@$|IeYAiLprhidvJuaIM%gv*& z$d!B_xSAE@!9W~B|iA{_}RguI9&IH=Wt_5V(5*`21z3S5Te8{=Q}4vb{#q2E{|$JEvHOKbH1T zs26H(axaSQz6G?`dJE`=U+qZIT7Om53uEqEfzUDGo`z@f|=Plp>`Mr0d zTv@8OLhZARW`EOPXxO@0Hv>YD+PE36w=?Ufhxgz9$^6-0buw{da}L|%Y0B11EUvhc z%!*DHgo#9RqPCS{ca6128POeOY(rzAVe)tP?)`cAGWzn>QKokT(Y51J@0ugxlHuR# zBvM3C=(f5#0}O-GoBUHVt8R#~v(98Yn9J`h);2Wu{D1YU#}EIE=YKvYrhAm8Z^|=$ zAJ#;@zO4Ybu4l^5;%A)l@3lZ3)0yUIxs`l(E!(!1yDN)IH>ZFNaDMps;^6s*IJ@l8 zv$@eZeShd%UR3qci_+n$vOBAb^)&qulWb10PdC%+G`Z%~`m&+grnI~3w!NUGx(iyq z=uhE3KD+-CA%@w1Po%WJd~)sk@;4#l+g&8$1ch^LeX7nt?)7MQpN_lMJ{{n5D3{aCcj^4tp(x7b;$IJ!>ZV?g4rsDrTG!sL6Tm z3UhRFWnpa!c-l4BcT81h7{~GRoa3H=id)mR>t+X4maTj+=A)29k;rUe^c3U#7)j}9I}YxRJH7KO%>dQJ8&=V#sjzyGcf}X zVKyGY96XM>cnb5xaZ~I!dNe`eghW|WiY8c`#zU!{>Bb8gG8Rau%;u; zP?1;ltm#BEOyuouYdX`6AV-Vq?YF)QeFC|wxWQjp-;I70-ohK=f7Tpf)9y55$$GD1 zFjm|qW9*uqTr*DGsGqFqMKfO9xRPhDH_aq+A8`lYwmy!23c0ViQ%at$e)LntU2xBu z{(&ZlRTJa{V+g(8$Rx({Ydg*Jc`HYFJJ;q9-hT>c%JDf z@&(Mti&(&PG>)OUgoQME&1Ldf@)az?t9Xs6-v8@(18?FjrsK&UkoEP8@e`T}I1wk& zKf=fODg9*fXZVCC#6e-IPtkF_g8H6|a4PEiyn#1S-`g~te~$VNZ{r=ji!<;l7Nh>9 zACYI0TVo9j#hOfKk!xXXtc&%S&PII>>th29qn}F-$A;Jlb%)pIwh1=HX4sr*BDn>& z#8%jb>3m#3(*ZkTC+y5rpZsX-f?ZMf)kWm)*aO?*K&HB02BWSQee!j8N!| zcLrVQ!*L|jRI;u_U2&sv57X7Sh9(AMu_wLm6}_-G_Q5!&>&ShvAL_2SpQ+v%UB9|c zb;aqL(mSU2O4rd;oQ^Y@>OGu|`qUjneNOb=>eHg1e|r)xWtvXbPb3-j9;Pzgj9YLk zz21Q=OsChKa5L&P+i@pT&AV_f9>7edx_@Tl5j=^fnCdI&&+0eD8O%Z5F?N$rU@qzo za02zS%f*wZubhW_QO|+8)8?b@tNTztqe5O;ca;zE0Nz90N$%qV%)pQFAwPQ;^=I|d zxrg`he*xJrS zgU7_(9yqm%_a@r*ZT(+B&%=63*HgEi&-F}R7WLGvXKX!J&%iL$Gq9eS^-Qa$P(96t zqMj}F{HdoVJs;{xvIXjyttGZbJ>BWKD*_{Ne+cTCO3y!CQO`>;sAm{G`RF-kF!smk z7>}cIIF7^#I0mQTM4T+{0sgnjxaXUB*f(pFZ}!)|M~Z!qZSg&^$oJ&GcDHAXdpgB$ z3S+IABktvQe)H`FYvzjk{cyi|`JXlO#C^5UZ~n};CQ;nKHd&r8UZpAiXIihOH4DV6 zf1l$w&DvYDP`u`8e$zJ9x83K~FA^`}Z@-Dmvu3e)QNQ|4bdfbl;&u7iZ@MK}vqZe^ zH~psfH`Xi_FK(FM4ExfWW#ajVDDg&av?fiwgp%L8T)b)FmNy3S9?L7lOKNR-b0BA1 zP8Kii2g}>UTR*_^O7YUuEbk2DA1$YdTX*oKHi}zc}HRr_pJ=F3V@m}}0d^3=bTV5;PA1^Ft;bAr$$8;3WS)KF4*-m)8sgAPF-x3MC~)PeuyxX2SUZ diff --git a/ukazkove-pisemky.tex b/ukazkove-pisemky.tex index 5c9ee1f..4f619b6 100644 --- a/ukazkove-pisemky.tex +++ b/ukazkove-pisemky.tex @@ -62,6 +62,6 @@ \item Rozhodněte, zda jsou veličiny $X$ a $Y$ nezávislé a své rozhodnutí zdůvodněte. \textit{Náhodné veličiny $X$ a $Y$ nejsou nezávislé, neboť $$ 0 = P[0 < x < \frac{1}{2}, y > \frac{1}{4}] \neq P[0 < x < \frac{1}{2}] P[y > \frac{1}{4}], $$ - neboť zjevně ani jeden z těchto činitelů není nulový.} + jelikož zjevně ani jeden z činitelů na pravé straně není nulový.} \end{enumerate} \end{example} From 7204fe7c469c1d39e42197ad385ec6bd497ba3c1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Sat, 29 Mar 2025 12:16:31 +0100 Subject: [PATCH 03/10] zapoctova pisemka b + oprava pisemky a --- skripta.pdf | Bin 265472 -> 278575 bytes ukazkove-pisemky.tex | 81 +++++++++++++++++++++++++++++++++++++++++-- 2 files changed, 79 insertions(+), 2 deletions(-) diff --git a/skripta.pdf b/skripta.pdf index c1d4d8b995b09cec80971cb3617e046c10ed758d..f4bbf4e4fb31070cab78fb5926f4c77f050b6047 100644 GIT binary patch delta 72291 zcmZs?Q*j7~KCG~+v5drF9`wM)_kQoY<`9$7`98HO??0y9oJnbN3Y z*szKSwtwCqTW*-ifGjxzq~g<$fzYNflZU^FXlcIg6IVzt7>H&B>0`|PSO-KXx?4(q z%Q*dNzs~it4vAh3hFcsP5wR1z4Jgi~nPC09P5Gi7>p4AGh!}HtmwC|=#&R$AefY#3 zi`o-Nn`Rv@6njMdbe|U;SM=T*{SiCozH*`(IBbc!mAMF1sNJ+7oxv$u`sBR!_mf6v+#%BmRV#?}x`T{aicAjZ%7h)#w zvfz_nd%vDd0VDq%i2 zbq?xVSRM!1>1IQn(Ix1vL6QXHtta&)1jA^dmx~Y+zG-N3ae7u2g@l86al$6+?{D-zk|R`dewiDPjRB@G3wsM~`S$|=`Vh+V(0YSCQKgl@~>L^rFp zRhJ@!fxgOUUK%^OmJbVp^h+Zl&hy!wCfv7wH8z`N$^hn>CWmw3orPDxwIoE)2l0`l zkDszy-m(O({1g3vNYD){8#;1L85Z36RiGEMR+L^P>s)qvT-IA%kZt|%G4o(ssCZ7v zg7~({oz_XR3ti|NV~H*#lStvUIGev6@>9y`KqV0^uq0$zA$j$~u-c%J$W}QDr0a&Qw zF4p1UW6=_+BwgKDGGf783t;4}`C1Pte|e?7o!0`4m`9*11{IOk&L}4vwQ^M3Erv{y0l3Aj=wCmW8hw< zKu&_}$CG?VYZV>PgC&uL^y@UAvKA{KVjj#*y9ebR#P>$@2^M`R9R$&a_P;E{(opbM z_&RH}9~5wUpGj~<4xiyr)XGM`{7rd#S6HA)NS){Pc~b)9`67=vto6J?W0M(S0rJq= zpHy|R%Xa7dyH|kp-yH5|zRK3t4;+G%$xY){W9DQ4ZYFw#(_3#U5}!@6l7XV_7eoPl z9p}ps=9!m};}=gqA)q^2P%o24l;Bzim9eYLIwuArh;6iII%MSFx_1n=6qPgy=`Q9` z(K^geYB^TjD`=I6L}wiQc^#q&f#~3iQ80LiaTKEg((-0461Kt8mn;wwYrGm}eI#+C zXEZGJnB&xuEcLlevwRW-=n~Q-%t_6)?!v=x^Tj#E_whoaZgv)LOxk<`;;9t^9(H76 z%DptEhZDhw++e^tkDOP4K$v1+!`&U~HCf5Z8nMIp#=i>^QG{qGefiVOW7&*eWyJ-_Ce#M`ApAlXt~N zr+-jZy@2jvv=)AMRw?vo0C8R<8Cxz^hSnjtUm$Ao?A_p9-Egt9=Vp&o`*oq7@CUkM z2lxProX|w>;6hMwC`3>Vy)%#G%`sX;H_Hp4MAn!Q^cxlxvpA5^<5rb)3{d>o>)9I# zDR2ofREc-P$#WvyXOhy$G1I;VsoGu;4#SV*4}L8mA0dQt56GSDKuo-K*KinZBl-?V zh(GlQIgER}FDYqTL{I~C0EVPbk=#_t_lQXt>~&C7Yfb~prcsE^!xC_5%gA-3-Vf{ zPo9xIU(-V$A{m?)=*D)ag^`|(e z!@)KOy|bTtiFvV@|8;g`^c&5~44gQCs`MbFC*3nrDWLyTGu}I5kY0OX61aKaMumtC zh~P%u*F5UoF|58RX>_J?S}BRAO4dF*x9)EA*lZ3!vs!Ke9w#iFXOoMw^jRNoF-@0g z3A#Ysmq`~Q**X>8$_}dPafF?@fn}WEZ$@Ww5(hp=W*gij#U(zBkhUTiFI^qbjY=?Kq*mNBD!?&cvt zO{zror-Z#oCezXvFzqCUK50m+cXd%4Q5oLsx$l$(BwD&{JNqRef1`4b?tbklS)+de zuw3nm8znLA0^YJRBR2D?+0*d2&1AQheSyaZ4Oj?t_Nk+CcQQ#JY zovX19d>Q;Go}f06WIsJ-?6OFrAh``TP9Ol6&u*g>aVi+ z>vOsz0D_Xsta24`wD4*9RfCgVm*zxhVaV{W7$)H4k*PapHlVM5t*}DvVGGB+D5S^N zY51G()3qFtifoJ34gQynAg^-i^&T~y)t#OyuzIL#lj^%c8Gdmbtk$@tJ$T+N_AAh> zfU4ft*(hg_YoVBRnLgoJHmNF0o2Ofywm&GJg}|3}MzAjqUD~O`34)-^FSh(fyG&-H zk+BW{wClVfMv-061B|n3#o~}XL8OgLCudJ`XVEDKU~)(-S56<{$|_=tXq|*By3k7l zQ*uRe;S{?U(R6TRGy0l4Sr3!h%G1<@Zts$2zEFSn2lcKnJ*~DPVabeFqKghgDVC?# z=D>p3J-D-rUHJ8$G2A;Xlo^B#_rhC))w_9x8CPVzC!QX@KnVrjxX$w^kXy~{BMNVK zp4f`4^3@);3SvxT{sH-6grAs!RHT*!&if(pKoL}%tQApuyMzV4$K1Gh+V@Ub|GVijj#J$e5)0>X?$rk)zM8I(qB|zrn8|iR7Mzj}wC7 zqw#f#T8Y~FFgSM*xa{3-?-^Es9%JCzm;-1SHKcfBBmn5xK`Y*1DX;?Jp)0n3;1{g} zhg+yo&=uE}SF^cP*#4wiHcx(#`G3$l`9sCQ3U}f?tOB2FKX9W+7kDmFQ|<-tYb?r5 za~Cq1tmxG;AnzM8zh-ov=G2sY9;D_q+I^4;ZjqNpu!X?gH?4?FTl=?xCL=e+=;vYt z3O-a7mZOO8$yssG*_U;a8*|J{?9Uex@Z`jyJXr_(`{^#37evX8*s>h07~~zXF009^ z&Q~(dd+Y#3ElGjqd>XoW09TnLKGGKYsM=z&_22s>k6s9HgxGf@%TfqOJ(qJbPRo4| z9$J<>m9GHlmQ2NXd%ggmIGAy?c#SMrDI9gwItv9lQWQs^aX zM3ly0orVjK5rAt;BfB@1IL{0owYwEZ)zNpA=!LySt*D_C6zK?L8Vr)tjJ9-E?GjTP z9L#!twJ7FobW>o_wbqR#2R*UQXQYQsNPoVozBkwR^B$(g(egpSc8}AsFn`&;vSPx! zG!)Wj2Z(jr_5I8mViRsz>gL6Hr3)>2v}Qt?W7m!A7iAR=fi?TgO-m^+A@g7p;^7w- zGf5~?>%_MP;!FXlx6Q*+*`@mQK!O!rQ5^J1DQ_0J(9s9s*&1VN8l!CldVh@9T(jFU zH6H@)i>6wxUhXDwGH~|}2t|`@^QP%Rx{2|$%)tt^N@*VfG1 zt$^fTDx9?3@uXy1bt>!(?J5}EvBLVsA>Z+CNu6zi?KZ$D4-y|5uh1gj&Dop`{D{8! zdOp{UsHEBb&JkQ&$E;g*1Vo= zPzMiHO{PPoE7}y(#px?eIxDW`f0_-4ZI01a9eB+cz31MDrx9EyV8`2!Fg=j zT%qgdiCOG4&W4)_X|GrRW_k*L)o3s9rkD3XPuRFEhK@aZGt+{eH^_7)~oC^YLRIX zIF1CwYF)AMUuJa!*vU5!=A&mE_5`@DhxcqT5cErvhD+aqz>KH-e?!fe+5juF5>1#3 zg+77CtjoH=reM!f4YgW@q}U!N7R`djw0*}%QZQ_JXgK~7JC7q_)wXiZ_Ur?ilW$kv zPQVD)tC^W*xAWhbJcs_sEwTe{(|SqhSjgMD&7_An&zdN(iwrxaWa6K9GZoF8 zE)yL5)(tg2WEOS#9nIO%Z}2EedPl5L4lzL4NPqu@BXU<>ifUb7r zp%(ppn$z!t>9M~7U=9X`L7)|hk#vjH)xyln*H<-w{U0DxAdC8sLXJ+vO60XIA0$z;LNgZ@!$2MAvGAa<|BW))1Gt*P8`}%C`E$dfu)XO|)VX1TQiMrM& z7pDu|yK?ro>{u`%k6ChkU=ci{0rmuq3Db-TSeAs7b1gO8yIn!CE(X*u-w^ zQ&=7mwGSg_8-H)c_IrdpM+o2~;DVJBm{yVJ7$?$5)c|9nCc7*Lm6GaV(nUzB@kpuR ztROmI+vG`wgU0Xl!SE|A(nx;b$-KtgRwpY>U zBJBb2NvmDJ2FRZ?u{g_BMw$OUSn`Ta1bFoZDa8$9dk0{JHqAn6b(z$P>b2z_64c+r zanY+v?*Dr1A%3Yh5wNL(H<6nAtn0=eQ4#iP9Cx4#glXh!L!kp&c^|o|!oZ@pzdkAM z&=j2H9Z?z*{0!3?|KeopN9An1jNw4VF)>|Ik`tUmbKM?6hAVQLd`r2#Esyb8 zDy2j=eI54lucrHQk)Oo>dRs!t+-oxeA06U{KWgxQu~7%~hg>gK+xYEzx@aVZFi2I>4&qYY{Q*m!v@-M#|SvhaM zGtEnudhMDCIUuE%2+2!CHRzjZCipRF*a|RzG7*6U01@ zzs*&SeTQ_;L|~p4%4Y~V7ZBo$*Gg!rY#0U@c5^|I(gL0Vbf>#2YCgru( z?@IlLPmeW&cM9JTzh1uv2`5-=!J6;LfoL~3+jL=-@TK=@} zVw}?l-!ee$ej1p$(6jrdZct|JP+LAtt@X@aGKB2Rp90&?yMPa|$&NqVlfyUkBw2v+ z;pJh?#Atc-=$YU*A>B$L8}J@ON?M7w(Y-&vYHy+^HW}SpTdP< z{cG}Y$Z7O#%^0@C3b+#EgwEzUyh`tsjbE9lJWB8w6@TdHOrE54lHqroDzK>x4)1)Z zh?+yH{O5WUiFkmeQPU~aCxT2$7}w5O-6(TqTP+X&G@? zji0f=Ih3rV*w^ud?TMgPGr9w$7!M# zWit75GqK+p8^_KFnK?dy@2!i2O~+hp*{C+TJ>np>fZow(mVS9t*U;jpl9&G0UbBpI z@B1TGIXI}`K5KI27AveQgcM1_AGJ^utcZh?_^*gdVw&2h&fM2K_)r(f$~#IuK{UVZ zf4RxbY#fo{%GJW?z`^))&?BX(o@o z-KJ1@SF&QWhCMX5%4E5M9FF_?OSL=cHvsnXxpzUZu9Slm+u`9{_Qsy* zu5q)4Z!?%mwOeUQLbnarry}3WK%s^!Rl970gu3-R6_P$yas!2dY4h4ZCHr=ZPb_km zlh5CJVuPqBjgEOEt&;+s8@yEqL0UL7&2(i0*Wpky`0V0YanFeht;ls+GfY0Z-7S{D zc6e0gYE)*KS{6ICJ|#YLP>}1DlFun;hN6R2+t}SBl-e=1-)R$gtajMPcZ`QPwKAZk zprfU3|EuN?-Ips-C1!z(mx1hKzX}L)oG{rzfC#wK7$@uj4iU6Zn`^uEf+>p!()+&g z!?Yzj=hz?4eL{LQV&88T+^mLYh`G*bX1+}mEctmHQ(F0$3GAJlaU7--LmTd#61x6S zJ)v8k@LS~toq~EG2+wK1yWmA~W`QFcDSz2N+2FIzCz#?9l3n(3>*6WH;4g8+RuDRc zLW{^Zpp`AsF$#m{<_^7VE%GrotquyTZi`|?@^A@42h6(6>Zg^gErNmqH(msK_C;Wh z=Py~o56J^BzC;vZ+5z3O=bvo)9Xre*j)>mo7tW7I_Cp?jPsRxDhY; z>W=s6%5{)fh`~qr>8Kxi=4n)Q#_-!}Yn1lBq;8PmF37~8Pt%L20CT7Gc&ejg=Ssr` zX34{OtRX!4e*3smd>e;@{bt}hH&=1vEy`c-#EuzQLbb^?4xKY0S>hg5Eed>U!#K)J zJ0)?$9Stx@X1w9Du)PwfNoQ8ExZXtDV&XIt^VLd8h(4~t8K!3o>l>rs4UQq$*gbY2 zo=s^_eklHvh$3nRs5$b!79f|*-YPqy)vjN3%uc!P)UdOb3UY638H-hLTy_f;$MdEn z>S_k+!{u|BiSZPZORo_EO*tAFV!$hBK)>3m$d9VTIetx3XOWhUuf|-h8YE_uMb&In z82uyHz)`&kY!Ifo-``+Q4p9h7eFHWa4I=QTg9%U?s#vQPvw)O;5rXC#i7aT#U2ON$@IG>061Tsc{-kNa zG$$$BHz6u?+*(4~UmIGwz&Yu|_gE2sQHm)6a03hvG8o-J6)qB{5Pve>D_Zbl&jLN1 zVFja|S*}Z|t=OLA8h9^M_bRCs$y2Vnh)Cv$(B!>Q&Kx4(HA!84r#**hjdzQTY%p0| zc1_wq-AuctKtQ8lzL^C1jM}c?*kEA8jwpJ37-=2#oo%QXXaYn$(%M}dwJF1np6!hS z_j+3vct*M^9JMWVZjxyw?<*KD@PI+;I;kY`r2CTp_?-(+=wx|bY1_JjXj8rN&UPdHS<&;r2OO(pbB zrfD#U^GM4P^UrPWys)kx?Ecz%6$a?lZ+|u#cQDPxcFi#9b1(md;1p%fv;z$qXxHrO zQttqEOtb5mysvcJbSW>8#Wu3!r}g(XwuKCLs~;f2Cs{=UFGKZH>ME&n36^uKbxQ(F zPiOd7w$^8uu+LYvuwdHo)0u|)RPJ73P5ec6yXMtzt&q7dofK57$d0ik95Y6LGBq(? zH;Ag?){;Toi7q5VAg7P;oq(n`t}Crqy15AbJr7{;Ac>x32EK@o7742ly(M$@C{~)@ zra2N1&3^J`{for`S&Oak|6&6-wbQ7xco+6(7-lI(U+RR#^)0`1w`H=3F;MIfBK}^! zWM+OSkG)0Il2zb>X12Am+@lpc|Al%!m>@=o>*-?hLoK9_K+!RCKJ6D%SR8cUH$xYn)22bSb zg1f;kr;6FDwKymnT-4pe;liwH;=LV9?`Www)W@L=C<_}Z*z?}pZ0Vv|t9x`oG#q+I6b&|Cd2G!w2y>MGGGeSiMj9Pc~ z1$XB4d-oK}DNqH6z48$vd$2HX#zH9Nw`X4W;rLQ>8%O67xnR7Rde=gP&tbe~4lsNK z|Cq~FdCy%Jm2dgINV$> z!MGe<1m6!3l!Bxe(%<|SuhuWF)Mia|p6ypin6rCjBf#hknL=CtSFesQP1Mo26ts^r z_L7C}hLHYwX`OOQ){@C9?xPpxjI6B2CM~>!qN!HB-xVrj1-M%GT}4?+n~zci$d%V9dkY_ zBehYehU5 zn~!?%&m;R~Wffy4lBrN7iT@!8J*EZXhKO9XQR{}w+TN)GlMqqRSt@Sr^-ay2W|o$E zV~oDG2yS^P0RhX{q(Kcmxp)E#zT4;v`&!CkXkdw((x71hCCVJ~Xo_Es07ALpxCFB6 z{ea$8cVorMs-iLMNQS0GtDoEh^{@?1$8Kt(1GMq26O^|JJl``&;;%J`3-e<=w+c+A zFj;?N`v62jTtu4o<87Wx`Rea!DudXRVvsfweTD$asM!g?h>uI&f;)^2X+>H}?)gXV zJ17iXo-7B*c!8WlmpKe#H1A(@uF`T27@Y4^7?#2>JF_pk5&UkD+n2lk)E zfPsbe|BWH0w51bB*^#>+Xx=%TPKBg+l>!V9M1CR2VX{I0yZUDqLQZH8&R6&S;$0># zS+3;r;%>9*A|oT4L@hlo+1cOTxqIkXsM*Q#{no0I zcRw84Sm>A-y9jEm|8@pGH`canXKr`-z7-}qNyYWq{df#U#88 z*Bul8&6z>XULHAPW>WcSmur%-;`+Q-3aRrX_oa4%^$@Lp?yLu%JfeS`)a-oewvO|v zQ4J4qG^1NXaT9dA(-uH(kBDNOc;l1MA||C?gk({bizc`_b6ItXoZQyk2ahRBN5%x9 z$&nvdGQ6#Y?b^4@!t?4>V3-<>zYu)Cap=G#22=rz_;{wF+lIvdOsR0$It)7=jVR+C zd@yR#$$6oT6Mg|X4#dUl1F-uk^2`5 zbEqrAGbY|DF;3KTrp4&24dE>IQ+`wBhwk}129G)oj>CA zcxAAx1eUP3VMhsmpH_^FFf;OhmdiOQNKHk!PVN;>?RNs1B$x2NHAn7i3rUxLb&+az z8l24U^2<@cw$EA6XwFoM%h{CR*hE&#y;QsW+}~Ap0bhNq)omHKUuQAxGxje)sQ#I# zSL5vag{Z`x@Zc^H_dxwB9`Xz@eQ_*=ZVD5`8OIK+B4ALYq?#3gRLU~J4b28~KV`^Z zHs}`wb2kPyrq{sagc?5)VzVD9X3K01@9-OL;5t&%F1z1A%7OH#TTvto`L_K?6C6)e zhTEXmWQ|oeSe)8zXLWPay#~TRKjtL(lcL5l8@^EWtK}Cjv``2e5LFO%T|f880l9p1 zt&eJn|B+dk)&~qUDzI!v31O=GHO2o{HN}mD(SQN^zHx-ONAzSGOvcm-TvP#G$=y|L z%!Qc*8O+q&-QKA-imekGScgyZMNEGw2qdW^(1NNlnNo}N=#y)+Pp7!0hH~b@ z7hmsPRQx)`I6@ULY4>1*W!U0bvPX*Y>IWoqjAr}sn*27AF#mNt9rh6<;AIx=ZX8=Y zYP$;LB0zxi>jf3Q&G7?i1^eN{-6O~p`G$V|04HrVXd;5@fFwa~{IOsdn_>t9rAOb8 z-{i{ZMM?CN{6*aAKK#^z$QVZaiXMR6($DCczrW4!YaLA>6cX-TW!u*>S`&eKrTKyW zeA28A%-<#Za6vFacD@b~U-udszgRo?DqIN2HnWQerDPP{SHl;;6`&tOSlpInv8NZh zwtpOmFkMMxKfZ@%(51X)`|U-}KjjINS~42b2OFr3aK8W&oxRle-wlpd{+y+`>nn@F ze@=i{8G<{xX6O*uKGW2Ns5%fCQC%7$e(;Upv05MC9zGqPSO;hrA&XMM7Ce$-RlfkK z+y~6*NzSOCqFF7G*MpC$q@aK%C)&Q=^9);t8H%^)nZ$Ve=Vg-|5XdyvZ}6!$lx1Yp zb^CVPkIqOv3cdV+a5m-$PG))|sshe(YJI%4AkMB8&>t!s@JD{tXrZZ=tfC$6%Y0Xs z`huaopn_!PtecJ-JKX_NQ4**Ud)Y4LyQ|6*98EVvpGJxvw z7=T{c()Zn2fx#oLcdH|Eh29|h_8~F_q|5zqctITF3wv~^owCBbStGdw#4`c8t*MvE z_Ch&kGm(a8kc+*jZ*%}hT`BPlp`6lxw{wh;vQ=An4)AXr8Pev{<29o>n3yGueg3Q3t9bx*?m$j{;9 z1-$e@vaA^J+hOF1CxZX{bId(6i#}*dJ~d7C>hEO+o&1{!vGAOT4*|Nrm+kIuHC%!B zAHU+;wJpVh13qt@1-36 zZ2hSy7qV~IsP=AJyeyL?>)3Cdq?7_e!%khKT6Y4E>w0cSP@>9B4CkY!64tM{9K}m~ z$yedPs$8eaNfsR@23iYHcEDmn;}X2%T>4h>U~nBSylfI4CVQeOnqR%KX|aL8rwNN$CWq$D(Hq2;4R%7Tr)Wle%bE zn{iA>V^fkVZYArkdR0{D+YE1euP5xy78V|-d#5t8En!6p;6SJfl>lC#Txw2gO_?tC z-rvuk51EL#Le;+%Sx&}A85NM+T>n$%CI2Z(MUuEVzy!V*W3QK)g&b*uA^AjDK|Le$ zlKud&#3xy=Yo{L=52A^oyDpXE!!_v zJ*v~DSs=?3G*s8?>KEDZN-e_?N0$6Cd%jz&Vdrpp8%bTT}n(-;7F;1!cb2IfFdZ zXRuNn3r)(ab=i9Boy0d8|L?Z2(*yBt6^G4VPnV?iYtq-tbMYP-M=w@ta(F1t@dKj6l3 zI7Ir9;_@OtvHHg?&x^Evo%OA^6K`OWksKr31*04s0Pgt;;t4z$;)tzh4YZrjTxOpyF2!0Y6hNcZR)E3_F@+1%4!ATyQ^9SCXcCl~BpF}kx+l?zjlrD`50maF*syOo zZk(i81WnC)ecxzGe${N^%c|Ul+mT+DWNVj8>rz#c_jp-Zx*gD}@wqCa5C8p+Y}35C zk+Je!IZ$Xp0H-PI;zfrwQPgjVW4=@{y`dye$Xv=p$XN{l1!7w-?E?~F+>U?8E0!4)wr>!G<|fVs(6QrP0AE%oNs`<*4$MJ^cU-&% zQPAS&EpJp6F2c|>QUN8Xfb)+t+9aJDQh2+Ouy(sC^!WUwCPZRR;8gT7teZ=bbYnc* zV;loc(o#*&qT4o8$vf!~Y(g5D*-oMaNre+Atl~d!zSCTc0!hvNV0#-XKE9-P#nL>H zcGe^#PbM7$U$cgO(y~vG6;GAPB2oS)RNbnhlQGp7?<8QpqLbb73U^~vh9%JK!@da` zEng|xp+0i(kk07>=saw4l#JUmaG?WJ6OdRy7Vq{YDf(vqyFKj)E~m?5QQo!7K}WUm zdVlG@a}ilQgN~oB{6f1)lP_jkN7IE#s6ftig({;*=qvJE=Cr8A^DQfo*rJg2Dg(wt zX2(16r(9NH71JtJCq~D$Nv<sPR>?&Uv#A*$h}IzcXcXE<@m2-z0f z$5=6ux4u%jC###wL0umwi_$!b-&xBS>gG;bUf(&SKrnReIV|fSF8Z{+c5RnE!ly#x z@`{}Nq9GLrQe=)^n0?7r+ z98EzJvH&{b5=iyWG`onswcuRReKu09C`t+1pF9xLjM~qYdN_$qPijI`z&lD;#4Wni zGfGZ=r$8F!tERVDHf*ejZB@k{a=8V$Wo4nw6@E4W-6w|SGJ-npS8TngIe+yX%Z?~s zQ-b=qIx7Im86G`FbL1{}R|Gra8Z{{)^{x!>YWVBxD~{A(Uv!vHGo&~+w38qh3E+kF zF$O>(xz8%+0kr7IRX27oRVo?64r~DX-xA-5;8N6=g9o5&P*~=7f*f1y=`Rp*S4@%7 z#fnMO5WaPzJIT*HUIq|P5|lu$yWRyU6F}_A!W}6gbc|3f0F`NxD(O1 zEqB>9sRe=hl&W!}=r$gRF!7k2L$yfYp^mqfb^ceUyUM=&D&Ecsyq9UoUAh{s*3jGo zrYjjkp0Q5vd*Bo_KLb?zR6>1H=j*T4-8+WQtIM#P-`tMh|sK-3h88 z!=#Ly2oY`f>&65Z4ct8gBRPW0^acjKS#Bn9?^LHU;am44mlq---)M#_3=Rw_Yg*s? zKKfzPu0$fs0V!4PYqEu2FPm`~L$8s2{ukaVhhysDRv;!}517Yw&UU6R2Ud!4G5^;~ zU>Mw5E_O3yf%M&@E~MxUBSOIsr;pEj`TA&RB^Yw#DZIBB2DZgN(Kvr3Vi<#MWIn4v`%K5#SzPLah|E6JnCRCpgBw!Rz1_jixptr&R zokVFMtU2}Jz=*M01}CwHYdg||@zC&enI;IeL*pt;sX~Ey=_M^C?J4v)GlE#g44xgC zH;dDk6CyEEHdz_Wd8-vE>i66M%&a@mF&fe(!kW9+3?)Ls62~0HiFWxT<}IB8^sn_Z zt(4GQJkH8sFti3g?uO+TXmKTte`X-PqARKV-5-th7DfIp-rH_oZ}y-99HGbCNL$-G z%f3+QeHuCV{5$g@o@xCoXFp{>MIJPRg(LhzedCjGD3SdxcU=N@l)Ev%Rt2C8F-@c(;djYz z5^0=G(;;r1fzUh5B)mvHe+bC6DAN8NS}6>&Sy&=mtwi2fLDJU-_1#S5W)ycK zJ1m3v-1PxLF)qSCVymPzxt{$Kfd4GjU;xQqrHs@PJl*otqz+9)=8#mtn$$xc6LE7B zOl3b`_moBaP-}Gwlnm6wAp}98kkEY!iix4L-88Sb_p$-8yGbfg>r-dBIZ-|lGeqOu zKL@g06ce6i1Tn#kmZ>~QQYc7T2=0-y2%`d}J$YVH1!UPcvMfbZdH!UtuAHmqFiCW? zMz|p_Fjsz&fn1s5pMtW$1pC~t1~I)p22x5vC-^a92*FTtdunZqW^uBCg?W&pdBI3G zGsHY}0+tvj&XEpo61Sz8kr6i8g)YqH@(}W5R=gyvbW%&hQu%&ikYX4sxZl`%^CRhi zWj9p$#J@?F<>gfNrC}x#ToJl8RA&FqQ(nNHA6eUPyZ`D0@|lML-O_3-ostpRZ}zIiZZP{EM9-_rI)xOerPgaehr%`BObKkW+zQA4?rqXE9fjG$L8NFc>ZoXp z%TJJ~YuJc56B2j|jj16Op)^$qB`JxgVdtJyo7dYn&qqpI5R;6_vloRq`4lzu7jYOg z99{*Dva3WWsXAQ)pUVC2WxX zEkxNgC9=sh3>Hi?n&xckj=997m+VT#bfm;qS|cPS`!!);@t$VU1v83v67`ctxXOo7 z@o!>vYvir=92|tfhNyZ-kR?yV4UuAh)^gY#odrbAbLL6A$Ep2jet9K|IO5?3`1D1|dT`SOi zAn6Xr(34-Rg!w>JbQ_K@utPiFnZ!GLs|pO7%Igao3Qaep;M!o*eUXO@x>Z;?m1^D; zU3z7Qw1tv^lzDS@Rm4qTsGHk!HKomk4m=3HZGjWq~ zsl(BvC(Ytfe5!P*ca2~CmDwBW9g+1dqXJlng>K3HhCPb<_Y+ioI`#mz8wxcFq$RL& zR@cj?^#vu#V<}DwbD=$hwd=Q&cM*q!V7-;_abMv71)n;hx7i66Jp{sQQl={3C-?KV zmsZQ(c-AV4Nu?NYAQ%H_jsL{*!kI+=V9Wu_0Jjn}hwP<8@`DyJr5Q8V@oVx0?2RsK za^4cXh0ptIfg*<~Z7$VNh5Rrfyek1^TV64+Bg%mEB!Y?zl_gjjJst-;l-tmCI!L=2 zBR{|7#LA7^Dq!%00d^#g2*D$!gDMk$kTCPa+RZCIE!E!mU!^;E%*g7g01p_BlZ`^W z-|{;=j$l0lDs;$yn{d{FH1Nt}ybdFqQcnSU$$dVNVr|cr_h*4}>eEuS#Lr$5C%nK= zLG_t+ao$l?nwa=1iyf;P^C+VM%Yf?)p@JRRpi zhm!UTUFHYdiK)0lq1$OMuk~1z5s76VBg-82GlxaiVX~wJo3VJ=+)1-CN-|(h_oKYg z#8>FUvPC)x#~ab4`D0dhK^4wwLkdmhga?&q*N14GciKx)^mj;yG)S@NKoc-&9=j{K zt-?BMS@g!P)z!wl;Pha~@5#9!?EJpZhl;zQ)TKcKpaNWp-an1~eE@$I!AenM|8Il!0suGi0xtPW68Dk!?Pb-6ws z?673g(92r>y)uubHtD(r59Fe0o34}2_djmk^{ik`4{3x)%9RCFf35HUC8%anE>tu_ zZCI;VVV#W1e}5_ZXCu}bEkzG+ZPX8xPmJNmIo#Hl>>eR7v*C{03a0?0&CLDOe!7j) zZEy*WAy2D_!W=y^=Ir1E3|kI;QH_c^_+6hYof&_6ccng6aT2MsBUoSsN|okaW$qUOI3)vvmL4K@ZJ~8>2Oja;NRM< z%{#2?Md?auoc9%Z;I__;tj17YW}8%JYbNLiy)1KG(;w) zFEQDb_YY5UpvcB~BUyZNqHBS~M~noTHzp+yPHgz#9=2bvWZ66Iw>E@RGV$USHVvmw zZ8Ul_jYKx zR|JdFYU{&U*d|I8(~N3o)+89o*C$8M(+1DR=zW`DjTs0HUSbyeOa=J^CftKo zFs9ne=!VZNIXtq}P;t&=5r$iT%W%@D{Z|j;H4yBzi5Q2?0ZfkJ1Kb(4YLVaf>%Dho z$^>4^38RucS>(VTP3;wKZWrNK@{SQleJf6FDegIWr&5QL-2W0$VDt3~df7zab1PVS zhcgal?C3KzwIp;M0-UT;8O&;LEHo*9O#OKK_AKZProDE@I6OjUc5q&UJVqzzHv1i4 z+QhiZ{k(0V!pnm{S!kL|bBA}4AvP;zW~YCa9_ey05XgWiWn{sUk0+Uz)s|1gVSgT% zr-`zdFcUKB?dRjuJ&8@u_|L!#Wb>dIFFgWqXNBzbrC%d zURXgg^+z6x+hU_zw|_@*fFJ?U1~iA*{I>E+NlFqfCNI(gwk6L8tS}L`hZKJhAp*K-J--8XG!8*k z0QNcnDoMVxLF1j7Ar}e2yEHVBA?GB9?Re1$=O5q-T3hIudVT8 zJmMI{{fzZ&p9#xuX4plnHX8>KZsKozO)*lwDWUanlf2JZ^-SY#xtV7I<`je@8TF7t zrd%Lu8Ez9gM{{`R^>F-@-QYYWKPejhq7+}>i1&n_BXK23wTTE!P3P8_EQ@~pD}aCn zmB>REkc~^TCm}|n?OS;DPJ4E9{iZtxzcqAodiz;kVfMrkuN1$HT--S#d^;?iDYSL^ zO@HQ0NJ<_aSBL*@m>r>e8lel!vEUiW<_2m?M>uW-Q^_y?wz*h9x2W45fRRs$W6e~f zjxEy0-tUZR`D|9c-VbV3uD0QS7#It^v~KrUx>e<@he$_TV+q2T0|SuFQ?zW$uI@~# z{UdTbVmK#ogVPzTTIu*Gv&vHXzV&2?8zB)MMg~Mhx8yfb^&OFTH@bZI_W*+oPV|fG zjS_G#;`GB6GxY}dS;<=B%(@A>?`hQWP}kJ+4^6+{_k$=c!gYDOTLYEMVpgCSq*SpD z7gxpZ51`9f+mwLJw-q~Ih`W?;W&dC4n~8zte^4$c17`xj0~6?gG0Z^QO;z=R)Qb?S z97!4c$@Rb3`o`eEg00)woH&`-HYc`i+qO@fiEZ09C$>3pGQq?)-`wx}^X{wnqjy!; z>gqn#`&4)D>a|yUy7P7nL4&t;e?GlL+CIkf9oWV-Cm!~3gq&QMV`(9)`>9pu`e#}u zKIc)?Q79;hemZzRqdt8G13=#AqxI|A-(pH$=ZTDyWhZB{ZuoVDA7zea*}3}oy&Xvl z)>5O;QmMskNMAw8_e3QC&-Rt;9CiV^_+IVC-PMOj-Dm$&MS;DT>V(8pZUwGlAFVRs z4bs+C@~=s<2ttBq;xQYFt3yBUO10e0-KV{Hz>AD8nc9!91bINJN;dcQ=)ulGuQ;SN zbID5Y&D(l38>gCKb9(Xs-sJXxLE3AR(S#hi-x-`Wh;p=BHzy5{diO5SuDxe&IzsYd zC>>)<-4RJ+AJY>>bL&e%7uT^&^Ww!M(BoUb{cUN%?d#*RL0Tbp4YfWSOaL9CyQG9A z+}1Xi`Rm1%ph~;nTWIC24@>#Sp+*vCNO1f_Cf9`|oY@%VVwciZC@w1aN#Qc##DTRl zi8sFNSa3E{e=sc|q29&Id9Ok>V&04<&5dQAXr@h`C4{@$ths37VW%!QZCI51cz6+; z{i6p({Rm4qS?qjA7(owIh#@tbP9~Xgu{;M>_yi{L2a7PCY$l-t%I4&yJJSFa;c+vb zY|pgkm&b)tLICW*&ijLD-&2)MgC*J#?W0Ye|D>ArvL10=OQj6 zTLLZJhYuN#MGa%2&yAG*qdeiAcmGJiN#D@D5jW_s)qFE~dm{x{c_BEP375HIdbI z$i`v>G9Y!yN@By4{crp|hj03!+0Z&H3*JE8Ib{f7crK+057JNrRgI;jL#TtnM9Cx7 zHxU_V%Gs)^ml#KHo>sRYnUcp!=ggwQb=f3~WkpUyYsKy|9q3PRa)^C$pj06Evzx>v zGmCxt3TxV^O>?43{?}=`g-U0p*27Ac`yg?g@#U@jaV4zg5Dp!VKA$0D6@u93+JlB- zd0YX&72?pD8#-Uc=^CR#*xtio`N`79rf;3;bTaLMMI3{+Fp>W|&sgTPJM`D(VCZ{p zuwsZ4O{Y7oQ>Z$xl-|lU>;v^>ArXEuloa(C9-dC-*-r#pf;BvutGyHe+4GsLKqT)Q zL^Q-uU31rh_&h^j5qKlDl8hT^0w^wd-}@F|?Mg_~FN>JkfoKxMX7%<-WIp+bz|6eF z(^FsY27y((ca09c=D|6@5?#Pkf&C}6M~u!E5yPmZf8nv_^@o)20dexd^3|!8LpgHc z&*@1HqRLT+-r}bj`$^bqTK950Zmm`;JO)tgP*}Ldt7Nnh9ut{>8Zaa_H^J zntXL`KxaQ8&mim7HErX7!$YBnTdr~|0tHoh1IveRp0vXM=fCeG*7f6u9^dWWPOQf|gbIoY6!9Z`PmW z=$q8M)ijnC@@yJ&2Tfq7j1p^ro@4+ghYr{SCc|oaC!#Zi&z)eUE*z`+tWrehZ;LY2 zgXjZU@K65dxq~^I;-LB(t?_^X7O1PX;5-F0LMM_*j_nGmz<$f~hvzRj;8Aaz+C239 zP!e3If8!US>DOf61c{ec^?4G27=QGa0sla5p7Ej64o5ien`@wD5B9@Yd%#t+`=i1> zE?%0?LVIoj($_X>7Xa7rB@h4ZW%vh^Ylaivmr`U$soAzA(ry4gtCpWc$DpI$_^jP= zy;7ZkIs3g7UX}aVE|C{m}7q)Q*{faN8=Dp zV~+|vTV8neBTg{o9^IyTRD=`@YfhN4t%@;8BhG-UXq}FA_R@anm~nj;I(PeR=Fud- zSXJ2l3(_Sum%FBXue}OWVlU&KCbn~A%`fdV>6TiRz9k+7H|NCqqFCrr=>mB=6Rz#| z-i{>Lq|+~Nw!oT~(&1DST~-g&WHE!3`ea-*0w%!dbN*PE61vvLgDh_Fqn6&bTTStEFj4_9E5DQrGWPO#ryC%m+5iV zDuyLn^d-nIyexZigZzyp61b5G8#$tFM12lh! zmKTng$$;^m74Z&jj$T?k0v;$A{8| zqE*|#3+u+OtxL9ycMa_6;tsZHM)$H)SI(D*Rjd;cSj(`Y#)7z8nTWE?&b>_3tzeB+ z4#3SLBbc)>tk#Man?3OQ2C=YLYsyQ+&0!Mh?bIEbQ<-l6p^qg1dv9QHLwh7&f6=o{ z248srj&yO9t||yoqf;htVUQSlN!gPM5*mMcs{$iyi}_5&r91``RcZ7+Hcvp(aI5sl z!JkKE{Boz@Y)sI-r^^nn2FOlTgHgznJn+&Bf*GGt(Hhswo))}xycmx3 z$9pz{#}lwQuy>2`6@d)knLZv^hNiZG8PSGa__57)oh<~OeYb{KTT|(<0%B{YNr@Yl z@_ia|vIUIJJE{by`09Q|-(?xiEMK|>3c-G!eXxQSyhG?aCC+k_#jpm{HNmf7IiM}L z5JHrKv4uFd*H+R1?y!ztoj$xHZ%UOus-#N(YNJ(5rPT+X9!$`SW+hl{FRgKY)lbY| ztSe8lX*S94%;*XwcyW83V=b;}L$!&K0*{EWpu8Ai8dJy}MB(XdCTjD z2aH(pZ9S6OPVM8Ebz@{01}1lM7m)l5_uT319>S?UWaIKNj7ePC`D9MoevlLnwhP)|iywU)bQraJvJ7|*vAB$Pc;E-%l@cPDL1i^D?$lj9+(H0%&!t*zCMPKa2wIlFu zU)S=aoit2I=-xhr?>~^Y@_JIxIs`E4B23xfd z8Xf+FHgH0H0bk-%I2X4Bg*gpLf>$6U_fmgbqcT)EX<@~Ofvs@zclrzWTI}~;u?6?v zI7Nw1n$_J#Ks;g`%WUYe-DG3r`XBwZ<%-M5`#u^-JUw)pGGiEiL*~Q8CMW8CV;k|{ zAqvhZ$)`143I{Q^;pO(YVMMAmVdl(Uo}XBMQPT|luFVY)>&`Zo1Cq;e>nVZ9Fm?nl zvF(wT&9J|!`s8WiQGS5O&N7kfzOBjqS<_pNQSV#Ljm!}34`IqSmFLI@?okXqG3}$s3^5`%O$mXv^e6*fZaa=Re@+^+U@| zf_Rh9VMAB69d_aw<&R-?kZr5w^+vDcAz!hkaxC?YF>*4IbL5C}0>R49-waD<)M(12 z#gL17Av!+i<`U`|Fg~evq@}N2hGM@(bu03_c)LjwIHL~JI*mi0kqH2bIaDl}iO?f> zkJVH@`w&%CW^sGd*{DmsG}3|DlHIBGbSq-}rc#v=%{=Oh5h#4BJxA6Fh0C`W?J4_l z^b!eh1AC>LLDdsyxhYfc=2b#ZTQ3wd2%1T2t8L1!Ip_}?(S^HOcP zDE2c3v**txKQGi?mYWU`Ww77* z_=_-9SxUay)K(yD(!(V^2gY1YeNQJhNj`&ql$?V?2#k%yj6VZEO&ILcA ziDE@ltb$=v4Z3+H)fVmBYw9HMYWbjI;7Oj<6rf6jtUtAjiNOx%-@ca4%7E*|P}lY+ z(s%`u&WU05|9}Kynhcr@dtj?;}^NFTfPrRsz9+IAmCr8J63_VehAK(*$!s_jTX>U-)((L%oc5MwL0a`gnz`BpnA@p=h6(;bYrCZMst z8biTgQ?SPtHi@903mN=87p@HD(7L+V%6R>9W+y^8#^LYc@umgxhRrfeJh^!3@wt!tAdAo}&H!hqS0{4`ld#YFUSFYR7IF; zsDWeYNMGR08H&zB8XS4>nqxo|Bo|O%TKMXJ2ABYQDAJFvpqo^wji#82bk+%|6XSWE zft2Ju|H@yj z_O=S6Smxi*yv106zk!9xW5_QN`*LoKWrUdQc<*hLotkNJU(sZp8?|?S(1N8&9Vqu8 zvcm$2mFb9@qr=AoIOaOHjNsth_2ZGzTO6~Ex3S8a7Ju4vA~<~_@`FTvXpV0$HKlWY z$m7qv=Dnc z%s-za)XVSfKtK7lAe7b^9>-OZ(T+Q=sXz_5zZ)+dHZsTJ z%?{8vurQo3<&EYX-Eje#NcCN#GmDb7qMS}Y2r%FxZk;83mAtc3ztL{J5h~$9qj{RU zcwt+h`{dOk?FR|Fve$XHut%AoUonMhd;|u-;8hV7%zW>FOO9j8cyv)4Yod6*_x%J^ z0%J?zxd}(nQeU-~*$!(J;s)pRdXI6eY{JZazsaV~=xkuV`;pq=!jxn7m~%D786e68 zQ=ru$%ZS+PYCzrE=rp;wn&-D%X~kL`on_R@<68^!W=qE6pI8 zo=zbYvv=_c{Lrl7+z0!4U>KVy=(Jq25q2 z7;~v^cljfR4P0sVzUTOM2{lWGiJFYel(rIm{=$+dhJV^oF~*_$Y;Lg{^6`OEs9TNc zgM`g3IQuHdiU#2ak|5=IZCaWum>R&&#L4{MSwA{)TkQ${I|c<3dEshF)inA+hA2OR z*Rb&*`lleqYWJW=7n86Xw!*fWByZ2|QWzx238c&7x_T}^c_m0HI(^-Y5(?MDXWVjs zC^XzPz*o4E;ghc_U5XZ)?2sGq95Gm&Vi#o}#Jc?Td(43Vc&SlIg~;|Iz-X|sobrTd zj~Ln$f6T!XhcSdQD2~**3e9DF(==uZ3(HmsXSii>#bJTynZ<8-t`*Fcte`zsFjQ_Y z0_!DrKNp0c<089+BNKxTxyR3yX%Co_N^!x?RO5$c)>DPlrR??8RisRA5n~UuCBT)5 zJcgTVfM^Z@=ETZQp)U*L^3ja3q(Jl}^$v>l6gA<}6R(WH5OP7poJhOJeZ=6Uq4B3` zWr~Bf_CS~ju*+bkd4CsYFEeyZA~|{r#`7iL?WV1rLG}fH57=-M#4QBd)^(MIK%!}n z1NoU9J1&T@@FI$D2yRBD)rWzFU6gt&)jt5VE61w>M#wIGxNwr{vRWlmJPehSRK^Vb zGz3SW)zVl{V72wp8e-ky3Z81;Kz8*@f)5Df3+k&HL7{?ZnZNfV_JOa1pb3F;sRda1 z5(T|^+L;)l2erc1!wPMXWHXgJqo6CqYm*I91UA?7VR|C;{or!nEnEpi4HDFb0}&{{ z`_|6|2(c5ba4AAlfX>D@(}Tr;bnub?2I>h*gdMf*Cg+$A`b+0%sh|*=9mTBm{fwEa zJ_V?tWSI~v447=nx$RU4i3HLK@5hmeA>XO~O;?B{egb^95bDhzBJK)@C<)m_ZDCa; zV>g@_8Dl$>V=>%Hl6tU;HS$UbPq-sV5yw4%rb*uluNyK@{8Z0TTsiLNZg}zT(!3$5 z@-%6JenmL5Ykof>Bu7!9-6?r>YAmc|BM(braH|m55G0AR2nqKJZ_!M7@2K^TC;=+M zfv@pA$Ae;^Z}p=b^GQmpS$_FH)mkGp^9QvwwpU^+^$e|xERhke7RCYS{d_)OZ66ar zIWO$0!8#X>H%INR`m>sQnzS-rlr1}Igr{mJE#SNl=No#En%0F5*T4S6=FnOkq^@~x zaB*WU{1YsC@_9(|ePUizizi&KCl(}OVQ*@Vro?CQHcnzog5{+vorwP&l zOd;~nK)38$Y?6!zEiz8II&a9X&_D+o9tJA}8#>Dna9{kgZwJ-m1~19^`^{~F(72{T z&I2j(gbbF&meoJzC5d|$B7{reB-we)j#FMMq)X0urU4;5r<8j*ui#{dx!=IBY0(P= zOvSG~=^niY#Nwv4zTkOM{kzy#9AUY-czQQ)SfMa2(G%FD8A|VzrPRUXGNpo4Bvg*K zhq^ld_rKw1Rb^K@JDd6+*OLbJ50_64+g~52Yty57wF144=`mZARXciozh3F>QFs{Z za{n|C)_&f9xO_YvY*leOI5+_Q4|}hV`(Jv$KBl`g+62Dt3_i{P{N9(N)3>wLHpX}w z@49i)A%1A~^n0a6Dk~rFmub$gn|x>APQQn&U%y_TAE)0ww`K*N>Hx2=QtH?^KcQ66 zdcU9@B8evu>u-O%vYy&rgVVwOUe)yuc5~}Xrj5eqxZlHtd_CVBJs<=B#;E;#zVOfx z(Er+hJbmfX0D3+zp6_hmz4Q~rHRY4Tu(KJK`xZ-PkQPhiK^99esTRqjc~t^ZCOx^i z4qYog+4Kf(C_0%yD+7FB?1%Yi)0K>srpGMF9e%$3WWgPJ9R9GyiK&Tcx5J6~7S)ay zG!5mCEy)-mE3h4%@B$cc3T*58y&XI{ta1|8?L728`9=$)^YqN1NLKgE$dseJR&%eW z@bdtKHm#)P_(V|DCYQ79=Y9#VTeF;;ZJw{4PZIg@Xj~*fq(ES3e7; z-y%7tSHU-|yOcrWYtg4vw=V$D&Ixrd+P0Z zhxHXJY_@(r>;gHvHsLNl@(w2Eikw#SsK%yO}9|yJTi8 zi)(^xP&O6~j0VuHWl`qZztit9v+Wu^-xD3B>V_7ex3UDY56L=dLmqHey3gN~g<~>q z+8|kj^8C^J7oL$y7D#=%>ip)E_swD_#Goe()lsx9iz0ob=bA;>Oo)hOT#s1R4= zR5^LOBY-9GAP$f$>zT8xm^vsKLXkQLCEtE^R(t;R5Hl``GQn%p!L9_=sNMxsSD*<7l)9c zeu&Kf^1%*C4z-DYbMN|_~+i=PBSr)1HjwQL3HMU9O3HVb;>{6C;hTP&d#?= z?ZsY;&d(UdAlA8gGaYTm4b=5(YWH+x^AJey#G+VgDMU*`I9gc@Sa%kOR(CvE?y;*m z`2d*?_DPy^S9~5VGCrhU8<5f8Jp60!HAhNQ8b~WK_SyB|a)M3n&TV#a|0?podMd@Ty~d{TkJOgm#_5HdaQzd9I}^|| z9&p8o4dpsPLY7kd3CJ_MLREzOMQq6vP|&Qud0wQ^U1ToUQk~q0J+;`XLRTAT&N`nF zoH@E9hUzS+OgAW?_ZoI9jl8Bt<|>I+lv@a^WrAy;3y< zkv_kNHMR8kqx2C!df)0L4r){R&+qG!_(fk^-u58u*eDv@>%fTr2))Sm?5~<_`nz2{ z%Wm+yh2>DAA*|&087F?op;$x(sT0#~d%9Z!BmF$*=`95kR*z`!)AkUg1T-*{$7N-k zX-g2y%cpp)*4@kAkJp?}%vX;%J7;oBjeuHGH&}Gu^Vz$b-8Z7_%sjb@ftksBZ%ai3 z;qFZ$SSGibl#7G-#4YB;fXPw%TLLcX4%BWzPbY7rb-Cov=jU`6XIq{=@5|%S1Muni zcDjGDH-4w%wm&#oCD85d(F2^q+3$AqEZ~j|N>-_;cVd*-p^<+ygSTOfHY`rRTN-ga zLCl6lFQB^A*%o$CZkEaM^WI6Z6OOnH&n1XpBXVv@Z0fjuyKH+HN6Xu_=6^v6S}xn& zJ_dISQi7fhpHnX5Sn50ewex;|66!x3b~DInJLr&pDKTpqf%h&ON((s6qmA{U5E0^F zgY6RN-AWQg&-^|hWzEyQ1Kl(=0@*Zm0@+NS;xjC^^P3n7_nn4zY?_Du)1(v*!ind0 z?Yk@IMm1$yY#f~1CyuYoFOCl;Yr6yr`k{K9?FGeOln^0Nq>KZ2b^dLnw#%+a*47T7 z$AtW!!k7EV|E&**ZXLEjVn)KiJEnsIhgvaaGBl)L+XNR`TMDx>N3-GR!4-ovhv0faZU}x-_f5~AAqTGB6Qf#@TRQuPi30u>Y&C+%8%2j~jQAgBNzEGJ` z=|2B}sS)JVln6yIM^+gO^aIHwYSz}MB8kddm<1aqSsoJr|A!<(2FABNWF%Qu{|9J& z1v#_52hFlw>c1m)s6_jF9N7{vUz8Wh=nA63aVpxE9K(Zpij|}*$b=58=sGcbM;0YC z<@uMreY<3W#O5)YfMelS$UIJ&*2T0yj&^ewRG^|r6T_~-9*tuXZ=mYOHe*ej-b+3` zk4Jh1_6`%IouNO-TsoehKfb$kAVYtkyF^W9<16Rj&lTm_Ft|SF6WTF6InOC@roDO2 zA#=4oPn|B^;qZ*8kEJRCIEv6wp!rA?kwO6jt^6+TRR6vgc@38a z{LJuvUZ)5tw`@-N?{YZu>J{L97x#IxHx9itq3uJ!ogtqIS7@@x$`<1t6Nhg}7g4Hn zjc0L1sz$QLx-sC(#2@2!avk`2EwlKc$)u(_5Rp(Hx$+rYd;o zZHr>nYaryz>-p#ZG1>o20LZx48G^4kUYy$TH6=!vLB=JyopcrjjVe5R`EU?Oc@ZS2 zq5|aNJ@0V+aHu&@oQdd7g$p1k{!n4V&Zj7?FwBHi++2dfxOGji=KuHGxhbNnu$<}KGoFp5ocxPXs^)tRL*v>7}; zU8)>9t(u8rG(*+|$g09>ox{#%_mxd>kTvr}U-$4a*jcJl%Apqxz1h)ceLYJbeGi+O zm zeuF&0XZ6hUk1gnRH5S6DarrZMcbIV8o}kutYdl|<%5!z}4xnS%EbKW21~D9OgsCHw zLsqiaK18n6+d(Wj;;|$?1-*kB@?27RF^u>G0!}kgz8)mr6)MWO1g4i7vi>hFykI{& zdU;#A4V7Th3s@S==y-IQ8=XRz9`A)a^Ifex)!BJYvnw18fJk!6bA&63?lIM2A7Yg0 zV`na@E2WgF4D=;C2a(89Q&J5i3%ijbkiKco8GRH8ioj6Ovwtf;(zGU1TxeL544|0g z|JIC2!X6rc-XIRvLNJO8i|+f~hD`Cn>7Wx;P`sm0%~HyKaRpZ4&5`$F&?(wy(IqK4 z>((T_JKZADim*jZwce%>s_tirI-Y*QsUu`!MHm)a2cU&p$B)_MF|8WGoNav`2vx@8 zQV?*U+J#$X`KEYHqvp)2W{gmV3zwXlt&ks}bAUz{V9FmnOrs|KAK>2%NT%9QLHz!U z3paP*8=*0lNLzLY78ez}r!W@t>+QurU4H{X4q;C@n2O1)LI`5L1W6-6?~zit2$dZk z41WM95l4|sV-F~X6q0hoi)Zj5nyVzrHy2`xM*VBOzDG2(8smzBbt=yPv&fIylw8b8 zni#sm`g{+eq#ccFL1+^e^MyzahtKhw#^pJAl4a3q3U!$rULuQ~WTZz|W$jq#+yeU8 zE3W7gmNLd}@k5X*oUMVi5c@NU)N|mx#uQFd_v-4u?p% zJTL&FU<4E_1Q+V?SDY|U^^6L~^I)7XBIqX75=>vz04@kQm8*pU_6xE<`M$8#vrEeU zm8*hJ6qmk=&5|FF@J|}*KqjYUsF11w9ay*v`rV=0An2N}gvfx^qk34EdCpEm> znn*J;ryqffUI5^>ui$k%rBLkIMp1@^03p(RiiAP6(Yn7e`=a zRz~P%ZjcIEaY@Oysg4Oo30_}(r4-}v4F=MS{2T=a!lV=*Y%opt2ZXOUcVZjt^UvrG z6zmTGvapzc5ed}%!`~wd1k=Zl7YRFQJW}Xe)c|#%AVJEdlOTTqir%Tr?>&HMOvos_ zZ+!+4>{`UY9VY(iwc(8e^aGqA3TKqW`JxgsDyRpP|AFBW!LZKdY6j#Z7;77WtDk#h zDLlu&IAY6xRriRQS2FVXWzz=a)Lilpcg5*JP zXL;dBJDM%=;ET?we?e7qdnu8@lu39L`ovXDY{px5oYHb!ZdrJjUHC-$OwR(i-F}yt z8c5=s12D)5Thw#M5Imy@5oHR8=4pIO2<*mUy<9EX*XM&jjKB9F=iXr_J~&0gED-nA(m%YkxOknJSUnH8Sd`7o6xTR4+y_ z%#Mi)lpS9G(|44v*c}0V{@pR#PC6jgNGSpe88A;t*RI!qG)*&Vfr4)>2Y+^KVS|Jw zi~yZlZ$?yH*6-<4LA{#8A76k(H%tY!)<-4mJLuCN>GR}ZKr_V1XDKo{rLANU8Ns;0 zhL3g@Y~Gw_EoBPwf}_j6gGJu>1!fDS%|8yN0>?&=J0)n6J1;Ar@#y5w-oqV`nPjr9 z1Yk?ExN5;n#U3eUqS90yWS9i1HTUjTCFO%OurCl3=?r32)Q2hcbF7Sy^`W1EpcEH8 z2+g3%xU;^zD!SqpMn!XDhTZ8pjC1TaNWaNMxw?n z)%GTa8ZsPZ6oVuoP?Nwy{*ya=Cv3nw0TeJ0i1BPx>FN@QQqc#{qsOI3iclT2e~FTKSn0U-CPdDhGlYXGhJRED?EoN?*MY$C61bP%U7M>6Erl zkYt}SUKGRn*?xd0Y0{hqFOsSC;`P09Z( z7t?pmM02YhvM5M}QG5uc8c|Cm022KZf(wwK-Z#oOR71oPFDw=%UfC@2a%K*FzA8TNBy5;GcIwg;uLS-D*oh;c{9%vi9f#~k+Ag|qJ ztM=m~d|TpV3wM+se?UH1y?V-68Ep?`DA9Hfyx3DH9QkMy}BGi7uMH@CKuN){>3_A3SRJA9JxuPlzHw1?zGv9QcS0O>@HQ z57{32lh(qo`}~p{4#Pd-P~0o7)~4==?Gua_yB(}(tb4J+{R8>^{eUYBI_>^d-jfRl z+Wb1oIC2Ph$X+|L{r=Az!);FxNB-ly4`L95O#>EQE2_f?;#}<9*82A$MMCWNf5MSC zCm*YKhU8ylpYbrjzjA{z>M2M?aKBn64S;dwE*y*x+?tYjEK-J*(Vu!6S}N!_m(dgG z7z1NN?k8*Z(FVQe9ar;aGd?`vmg_&kH%?41)51nwbJoLV#Hh437dr;?VzY-6mUJpz zM4lvFT#B6%6l&<;Z$>L({SERu6jI)?K)$c%jhj91qySI#OU8V7ABjOM89gK3Y~H8r zSFm3$l>lD~AQk8%@8kmiLJqkptCDx7@=}4{`*+rtHQ+N5?DE~}nIgtn%1fk;H!;Nr zxg&Es1|zD&jQC2{|3SZ(L#D;y0H<%mzVXhPCRpqzwaCWrE0gTbsXw2}q$x4J8Go}b zg>zZHrhu9K^)U17OUkGpG{H8uLplAPE`0DKowIyzG=!UiqkeHnTLo{W;Yq#BSIZma zW$>3N`uRQ^*`THtdT}{X=Uo#Tg>MlvYQ4^NV{W9g(-tE=zN$0j{)~jXtelTN5sMPh zq1}fr&l?!O{5#$0F2nd{p7oH&wJvMvfpL`&Lg4j&8RyTBmw$(er&}R#d%TeBIsso@YUKNl5`&!8le?3TJ8M3)G3ZUPYoWg`R=pE=yXn@NS9n z;R^89xR2?+d+`50_)hrrLzI#7bv5cNPAHC`Ya@W*j=LWVZ%(Aij-#BdVX^omN_01R z``mDArs!B0v`JRSpwr*?==|?henVaJ8FR7pNtOu>g;F%)*86?J?O9vkvPL&;Fu$N5 zk+$ebR#<2hg0$VG@`DU_+Hjlffa|Mlo1qNV9or-wwsEXVcJH>Vz~WM@yiBDI zvf?W@`m#FdFl-qlI9AzgMz8Tt_Ytdp#TmkBECfhwevy;Nzz~6D-I}hDPk}BHMar}W zPH?oeEe3FkHpzIfa8NJ~=Cr^BQ1Z6N1h5v+G&m-3#57q0aNM?qB(Ooyv{q(tsMPn^p zq}R`Fdrky0G>`Sp{E->&sOw^;r3gmA*Wl`cO1{RXyXTS9K*y>1?+T=HL}`r##p{Y5 zJA~1vHll-?h1j#+cciPA#mO^^9X0t%;IABDm5XdpvQ*eWS?s?BO^beK-}TEtV&h`7 z0;@`mNc5ST+CT!pLOv@MSRZ}a>2j!c*wW(te#`fU$I=oY|<#hsq1Lo_*;(m9(jNGMZJq@=t2TXl%4oz!iZe zJ|jSSNRV086;2yvSXKtbqOlaTVIqjiD21E~v_=TG8MGjHMyR?2a?e)^be#lBn!FsM zzyN_#`JNRO1|R*@H3ZvtUQuc<44L_L~v`Bb(t*|cWcZneAh z>9oVE+9l4bvcnQQu~p;k-IcXpGMx8=x?)$13Gjbx|HuDe%-sK6+4i0emJOCR$O%pf zu(7cH-xt4nNkR@mf+(R^?~#1#Y>0GYwG?5ZLbyrm9L7Ep*z{6bW0BBben#6PB2sKG z={cONaasafWzYBNyGe z)q61OtZqf*mU4sbTRG-hsE*4BzFyU_zpE@i!8?!33K{P;rk1iUg2ubWxK|iao3i{{5SOShnX(<(065{ip@vaGj_em(VTMol~|bx&hS-W zeQ9KF-}ymL!0hG<*?Vg%U9eJv)6m^JT z=5G{BkF?UB`=fQ~mAT&|PDp-lEf0u%)x?3b3(t9gcxKu~4j36w$6)qL^D=kxQ^O0^ zx?=-#^rSa~`#RMA7Yyo`3NVNobIN0`=KdJ~)sF0mz?%!YVe7M+ZhO6Iyg zoNN|a@)n(B7U3#sx}CyQ%O~V|H{?2AsRRL8Ua}F>ZCo4pscpe6T9bnktIX2mIR*!V zEDwWB?bqg+4o0%q55L#1h!q7*3TJAk*rqz?tpEK~AI5Fc%cASm_jPkBDpH{@fl8zM5df^WIHyeZeNiwhnK=K7NI zWDoZX%ujwmkb3#Sy)o9Rn{b;8{9b#XguE`Q%QDZ3oD6V>T}D_4Os}noxmMdnv+}4L zxco(I({(wE-pnO2w=b_an!>)(6oqVxBxsr4&rgV8iOcp<^;eiU{6jl5%v9rE&K zw|ge&@LQc#x_Ls@i4xEGe~7GUeVpKspe${u`CwlE)_oSXv<7@|*0#O^utd1Du^<0- zi0FSwGHqVfV9Ec1IsX?HsRg4U{a5|ZE&rqX=TJ?&XE!VxXua32MDv2ZSMA*C4I2r%6?GwLo^&W-a%8dWY zE6Z^%yuo7N=7VOu_x;5<@z?LZ&Clax*c%@f6_CZhGVzQ|t3H|iM9#$**%#T+8=kb# zUr4%TM%V#9kGhn`sN^bg{>ZxRJijR}^Q&$xOW07WG;CiijCoAgec2Ak%%r^qse zq{vfNjVs$@)>B{|L|d!ZE1Q-X%IWj`uCEwzjtNC`2V)$k2-h&}3hDUzhO-oAx0}6c zp2U7prCvUt8H2E1uT+P|!D2Zo4#>S#3J=h7Jd6WtV^+_)*6?>7WGlG$2_x~`zeEWK zU&tTXv$g(2r|uMpaZFy#88c=zIl1f9M~z32Q;x+u62{z7_&!o!9?;|cbxxj^T;dws z?n{lyW-v0TDSCGnVu$B=bi={(+Dv8bi}E61!OiuOW)jDK&hx4xB$f@9G=PlZDs8xU zpACm+y$4sHzY^H7Tju!RrJt4Qf7}JIasGEqU!v*bsiM{@P)2>SX9UWgcq*$LrX++) zk`HsMDkLbH;9)bbyuiUGCrx0tsIkzUl;W{od{wNV9d$4435VVg6u^j%lkRjqjDN$v z6V2*z$#2v)wMBWT^sD1;wr59bW{unDs>R>tVn^TRVovqnBVuBUuBVx4`ns&;oWZF65(K%NPzHGXk(7OVRu@=q?$=sRaa+2v@z1407M#(=i3q7A?$)1V__dB|5 zz&ccr6E=#cJyeh>l-SsFJM+AMW{S`kt1C0AWT+C9l+aM)9Tp6zQeqUzD-tTERn(Q+ zECEU)Y$6Kz0OY;ttCBZT&rf|RhkSz)mt%!vnfo?w7PVMi?eY{GQ!(cp*D`hWZ2B}B z=VBVGT3zkR6?+vK_O^8~WsDc{w8~{u!&Y7e^68cMKwTYr+T`&jwKXv@8Z)auh*pmK zXkhj&S1?pdM+X*FsuSN*=ok%>EUlux#a&E%6DurG1S;8H7Hl6J>$EHIZ*1N;I&?FA zy8I+yUK->o#?z>s&EPV`Dal)?o9!{J8X`%7?!6`wK z!6!nJ0X$SUN~U?{@UvTJzwX~1P3PqD%aCNG^)@S3lI)|OFq)%H!odo%Q2XVuNKh;v zFO)Hity)GN&1P#UE3=SxDe{R_Oz5!Ld3#65Cgpubs?w`r$h4I)YS6Hq*fheIoD804 zGQWGOYiSmfix>YY-(*muri#Q=lrkxg7#}zo2c(b}R8CHo_V1IHRPGm-l)c$|awm%0 zlsCjL^3hdM3$(FH3OlXv?8@+)lc3hcx~z~dO8lDhkmiIs!)i-JT+?fd&Q72@6YLAK zPB3|dKf*GF`NXI5bMuQ_X}84N7V%vvx5Rp+?MfQUL+=@^p(M6Vt#J!3B$}iB8Lixv zfn?5Hjo~*xXQ|r?rKi}_gPq~JgD>uqNSxWFxLlUkQ|!fbhf#SP8yp{_?3Y@|3KM04 z?}S-QCP796WoTuxn@sZ@H#HFgTXx+Np0kPn1X^FvY!qTRiyE;%Afr5Q!j&@eD{x3q z@slH8G1-HHjf4&m(0?h72p~5xlRO`!ITNf8wBqYTY6TR34 z^MkgqadILKFxOR7D*q__a`EbVc5FZU&)q{1j@7cshYrk{xV{_8vo7J(Xi7IgOin5;AxI?tj=46WhiDi-U@?c61T$ z3={rj$T6BwlQ?MXf(34%G6e@W0MiCPuP_e>Wp}zKEq|Pl&Al31LOm5g|B1W#Gg}W2 zAxGcF`|(jn$gB?v$?%>c zcKJ1*-PBBn83vjZTRK`EO>+T(eI$NNq+JKg@HZdV*-oX16*!ffVfwd@V?3d%k`+-~ zmW-T|Rtb$-1E?zEJHwIwX$cN|F9K}YU(rcqkZ!whUL*t!SmYmPfzJ>xI59uf7?Tyy+!vk(`JeU&naESM5otwgGLixXZv@vg~(1=uUg-f z=If@c-P}RlL#yX-FJs+(c7Tebu0P3_>GpUxa=^>wpR(1VcA5^ID|bibYWa&Vp$TLx z2K~di!y(N#`r37199SL>5q;X@_Cz94Xnr^E42_9`oxc)snforA>v_ZYJKej-*etmRw_puuR1)GsxflLf!TB6R!kW%q+p_;5 z+_Pp2&36p`Sf61x$ZYic9F&pCEpT0%IYd_9&u}iHGvubI960-;4F>rGcHj5F-2Hqd z8K9r1*F3G-;?`ls&V}QL9aKm`G+*CwF;yGKbU!Wb{!r^w^sJV`pt;tJKndUNn_rnkzAB!84v0o(zB*H z74G0@VTy_fF@Ss;$F=X|Bfs3}k;na&mUj++)+(5|qxN@i#3Q~o6v}bhYNP;`5r{CR zHK;O?tIM6O`Q^n|3fAP5LU27Yu<2c)O<0VKi}gXu+(O ztu7&7(lDF}oScDWIJtor56$l@qe-}ylXH`IJF)1J{h>35N*GS|WAH2Z8a>I2%^?ty z1b+k#b5DGBcq6&>o_DbDykt^4tTmmF%<$vb>E3q0gFY z2Y5YFvgIE|ra+;zWrd+0cqguEeaj;0MO_V(Y=`tBRe*GW98W?n3`dO%2_3G0g7 zpvvKpx@~H;wsJ#h{=}Xu4;}*LO2E&|{=*xtV26_NRTE*vgMZ>IzX@oZxz7V`mq8-t z-7>mIfu6Qt2`>l_tvf;nUsIdtUWeGc&4;XD^4h1B3(m5bMLYRsWLH>kr9J-E?V zn~zVBB~v-Cf6v846Sogt+BX??@|jyR9oltIoVfLi{Qe1D>^d%gG!yT+s)L%Af}%{8 zza8WGBolLx_X&?XakWH%foo;&Y$AFK1QDTf0R5HKKz7(t>@r$iDY6@?=1e?L)=?qa zA_Bva$<6h>>Ihj43YM`UiYdU1nZaNMeGUPki}!}w>MwA+K>}dx`4B%e<;}htqn2k1 z1H8M3#V4eU+>iv57j_Cs@4MEbv2f96 zSiG4PNKSbVNvHuT161H$FHbASlsSl+9eFq_Jh|tTUgi(vNn$d=NkwF{CE?C6eB`5^ ze@>I2pA1`GG}&O%fSH+hFAeDTmQl-nz$L(-vU=)K3_H*$rJG^p>0&O737g5QfBWm< zIPTL^{TB>^rDPOua3U9}g?-0M+6$j>O*Yp`KNy``G70|*{n1!25MESN zM3r1yh}RV63*(b#(ZIo)^@O(i&C_<(n*EioX!Vc~EJ7L#II^g#XI~gg4U4A1l(C z@Q-gyAro&zaQkI8=&V}x*4FlGDv_Tni2rSBwr>7{I`3+iJ@ z^6v*J0c~^!c!W*qcdINGrwSfHG~4PkW;YO-P|-uaDIRR^ zr<-ziEv-Dp9n6o48ep58;+?xDC9$8X)aC}o@pmM}bX?<6bgrI!P z^&)?K6lQYOsONwUSqc|6t29);1lP<)OL>+3wIzSJ^@lg(pNG@!*k4Y$$9PPXafgm* z{THX;s&|h~hc-&c5ekUXF!oziOy8XGIafYomsqh5C>KPv#q|;A2r&0ci`JhhVHOJ&&tiV9NBiSOH_t^F--HkgPaM&oj=g{tL3nB+I4t6QiYd(;+2+&TZDt zL8|=qa%U%G#8bYr<#gD2AbV#|rUzp+TF{gZw8qc{Bqqov`k9qORds2|$At9Zr&~T~ zn*AS+$5XHBJ@g`3*Kzr~zSN1gtZH=)^wKgnvp+#(8i9Ogz)L%uGPm~iwK(2qtm)G? z+IQMFXt%1&Q+~A5I}b7rN-pukT#lsEs4+YY+4RN@lR9lVZ%XYLxs|z^I&Eyd?H2H| z+&OJ?OBG=9KSJHALCSd7w||;?#9Txteb4xPyjz2E=jX)s^wd=wg*Pn^s}ZU>zhaZ9 zs49N3Alib&0Ygca6%^ygchvEI9Q725B6km(Q@YYJ<4oAZ70k|BT!#>_eB0~f1vs$v z4jwKO?Yo7xM6R9EEec4)@`v4S7f-2oR<38n&7oVVtzw!BuAW!wlX1USkbRsI>Dn?{ zJp7ccal$ruW=pZoOUj*ww;|Oal(Z>UX;-JF7)j2Gl5)ZZ7kaKfI1Pf$4doQOX? zN8O--D;;|9&YQF!RDC$g%IC$ZHHcMXZ(qk?;R z0`5{jYNwu&@o!o?3~mxh*|EeBgUsrGQU}SZ8u6kXT#RT+;p>zvTGt1FmwhOm|C@1V zV@%p*M#?^5<{|~J%iHU+?Fe*he7(P3F=T+5i%U39D_uDUQ)a)7~OW=DU( zkVJ1B+evQfB6W&vji3=68_Vzid*Ipd!^OSJ-}=5rVW?+OO0d^sST7YzOzARcYvqc6 z(`U1?%6OxHO~ae@9d7s{&)6Pp5#(fYBjbMPPDeZ6isVoq^n-i7Hn44yV4ul5kOoMr zwWNzge^s?*{-7qdrR(j`+rYu}o-#oO$3wvn!QtX`+*Yml zBQRR-dpV$nmb$#(8g}_G3esy{sem%t!#j>h9?=?0iyRi!bNs%dXug^;Yk0O0KjvX5 zEvibCuKb}~SsQ;>T4p&RR8ja4*>p@aE!s@AcOY-@oC- z|1Z7uoeTdK;Bzzm51gSq>JY?))cH<(lvY;uL((iBNd;6~gkByErBu@dky?d0#TntB zZ|4l2OU=j8>m-4hxk03YsFNC?Tv>D-y2=UfDw0_5b_p6qc?W;K{?K8GGXYF{aiqFf z5=tO;J16XnyA3fct zd8&d9Z1R{B8gl4OEWFSoX3z86rM=E!pPTUXBuOsHW>Gb@s zj-L??O!Ta~=0Z4(fNv5~kbv4e5zy$5;5#bD7CXbb!C|>veHWrFPfI8yNWo@b~wOo!s|d7&!(Q~`HI-dECdtq_ur_RNK9PZ^oTzj!(^ro5t^{3EbNouV8jMRF*9n1hcy(k z_48i!+f_G^tsqh`eCE~)QH5mYXPPLyX**sYT|5kK*IaQ*&<*MG@}S@lrflesa~hu0@_Uweg>C`EBpugCshD~Q z0-n}DVPJ!DbxtR&Af2?rW|}15Cl#7q`9cu7J?|rCuq^h?{m6;7?+F>D$pgo^+-TR+ zCc_$nDPwA)Lw)~qZtEoE9WrdGkZebXMi~E0=IyU&DCj=7Y*=thO=^+X%@%lCJ4y>T zI^+vWq`ZgU)8(ya=_s(iweW^`vR5-b0(55yf5>3>y=zOf22YMvvDCKN)X6&v%Rsjb z@Nswk)Z>;z)axLPz96MG7^OA>Wv6_r;YV3)A`T+Gr1F_P$tCO%dc=i5+!gKGzq0{9 zJ#O|b;sYy2r^%SIKqm-rsnW1rFVz@!%y@9YeiD979G(U{(OMJMv#XB9Z--xQ0k#Xs z2NO?BEZ&pQbd^@su3dm~Jsk4ZpD8qAECD>;yf0k2sZcpD*RV@fGL}kgcrX;IJ=HFJ3G_2waNQ8cbY`V35AK-N#&;Y2 z4Mo|RDc{$WH7?_pcStx`&8d>tE-(bM(MmitOwKe7gxi6u@rcXJOdJ$diTI6}t_?0u ziCcZRD9nnt_1ly#iZ3@X83~*=zsahv$tI|mu*=0pr^WPiTcg+b>fnhl2xtwc$e!Z{ z=XXMCbKm{pnsJ-(fZEiv)~TyTDA}ZOaQWPJhWAjkU3&o?gnC1OnALhYT!r8HEkA@% z>vt|-moSZt3bRsB#nIK*w{X)_H^7q=AT^D^TosO-`6p=*Ko2vBc7@{U<(!|2Gs+#zg0MipAK zwTregFe%7GB!)yF#yDV@;2z zMQER0CkCMh%pT%I{Ys^?;L;S0F>a_Nw?@m}r(R6rYo4Gg>%eq%bw zPwbCWF!-g4`(mB7o(nE*pIO0wnw*tn$OkU0O)S_=IWotQ{z4?rO!a0r+r5ZkrFiFX zgPGa#JY0$wJXvtx1U5$nk;^F7TzE)iMqqj-NWYb(z}C)*4J>4ia1e(4s-o#4p|NQe z@E%1!RQ-n*CQXaN8Zj;^eJ`bziP1nq!a{~t>}0lcFMYzW5tO*SuJF_BAoUlO9iv9h z>|(#i43y?>%f6@iX8c{06G)jy(gjZi8xVRI@6~K~?ME-_HSoun6YAJWDwU}cecQd8 zjjn5p0zSUOGWVICdzg@p{+FZToyh^tjU&9PZgcGE)Ucsv6nq&?qtWl~oSx6qHVm(4 zPn7SI(HVm)IY2uI2;P?UpyQyalKWHL&?~Lzy*mE&sGuAfSCfQ*<5; zVsXL-5yEnLh#4ob4YO51D0@^~J|K=un%_FFem=FWuV)|cIyVm##LbMm zr7ZUA<9(N@Jy_O9{lB;)byEcZmn!Q3zyossPuP|q9GAiL9~KG>VRIQxwCTP+wFry? ziStO4O~MwmT%8nd5T46OcXbZsrYK_1vGLKZMcM}Y`4D3L2r#5}eV%SA=o+v&!pJno=nMnS{YnovVhb`4~|~0qF+` z5{gJ*ftOFAqGtY^&>n%;4OfyEG@Agl>MiB@cH5zrCmL%OKT zVGjM8Yiz$-uRqtVo99j^G91n2~w zQ|w@9U>v1dq^2GnSptt;Xklf?##>hT{EXd4pZYpF$~N%)xE+rsh6%E{?`H=OH*5@y z{Xhimy{7=y_1S*jPtgsMmQ%lYE?4LD42%`rwb$IS7GN(z>eIs%hiZ3K;^` z{?o@(UI)l|N-s|C)`$Iv9sj@)C!|m@?qKIMjx~<%%3PXD=z;W%`z4hl43qM>AUnJ9 z=X-Z5RsP=*qpm?0f2w9^mf5C=VqWb~;oMcReDO4Py?+yvHTC5yGvl1b+|tbQJV*4X z!WiMOdE`*|?IccH$~T~DO~5k)?@GEU#yRg$6jLIfAMXll4|8d-=G*XYJ#U3LLs0mU z{e)zXap}B<3T#+yD6#%&_0u}aD#}{c3Yfe5Xw5j2GCOC@IF~Z7F~ee2ZdGn=Yi0Yb zsyer3oaLC~m^CQYwN{MDo3)m1AmUH;v!9TK|FHHJqvzq-ga((2gZVXWVZkO%nDET!E|2EK&_|n zn-ci*ws5Vn$$xvr`V2+6$wA%MntBh?${myJ?pJ4iXX$J|rW8YmLs{^!ye)a1Z94Ei zW45$t%TI-_7c2>CqrmU4LH*Y+&r1A>r&G~G=J@Zs%P#J`e{QjIVyU#+8fi(k1eh24 z*7i?VN8o&Ze}X#^gejz`!#^f!h%AYcvT1r{>0AOEp%@49Bg{I2wD&?j%y7)RH--3_ zBk>2)l4nA}r4|5#@I2_di*3rcML2&viz{cNKyY?=esw_=)tvb0cAVD}(lec@)vteK z=LMDsfhSACiMdxf3bTKcz-;sTc-VX?KL!W|&qekbn3aJ4xG^4$uIwVgRl`S9Q~e@_fT4tGV*%%k__U`}>-9G< z7nFQkO`Dkx;Y*?92yPW)kYe?Mcw~9vc6!GNSj}8f0a|HUt%1RhS+wqENHKaEuC{jQ zbQIZJVw?Ovmu)NWc%HVD-WWx0rc^m8!N5=gn7QqkYs-O>0)r*uNU!L&ZE^&)w>*$= zBGw%+PH2ouY0IP*GkF}yqL{Dv$_LnIc?b~|#78ozOz$XxLU=1(jRM`j3>=G!;AAWz zpf)PBK`e}vKOEvlgE@62&_k5G*#zjN2y?TItj~nty+w9X*_}*`zAYzl=zC=+4S}v| zmns80qFisWvshZ*I_E)H4Z$Dyy9U$DOsE9RR?csy>@rmc=CfmVL^MgeP|z_?X_bo@ z&R0#r83Go%x_Z7w#DR@hII(DAHlWa0pf1zavP7d}K5+)`t%L6=dre372 z*u6RcQvwB(tLOY4HD~A_;O_qXV{tw(Do;CxC5my>e-g z+!$5rGc~gXz410S2<(YQ%jxP0%8HN7EubJPhy0?s&~kz+z2?t6^6)ELO)!6V;o>YE zf?QsgE?_>N+=wX22<#GIodUQJy6<^{1GswW@`fr392h2*BFxowVhjrA{S*GWEps@# z2iO|kQ?ArOnkzpXQoq?+&H@8Guy1Ksnk4ir8QO=2VKgeZ{+F)L9X^hezI_FvmK~E!pb5?xSP>#(Jxg{31O)N(`xBaO@6B=k$roOpoNB zFc9x1fPm<(4o)UjI_?03t~go_3Ou1Gl*~jHA;Fsd^+}Y6bdeav9NE66 zEOZFpY$H>O4k3&++yfwMP+;ab+S!EQQVWB?L3ZRyCn(n}U%26{ci9UV2 zJ3<$6Z^<-;!&n@Pk{2Y>cG;>yM+sG?eeUdI2c_-saSWgvNkc0WnL*?3^d~Q` z*T4ThZXF|ZZyWqHoZ|t_bOg=Oq_t83*AuFGK|Kyu6dq-fDIcMRoF*M*K+^zNX78G@;GMcK&g>7qp`q8j4b8hBC#k5%zbzs7Y5aUlbw??|7cF4Ei0Huo ziKJvLgsggJS!#3EER0a=>Ti;tKJvloN-%%Tsy2t&0>rR%EV`mm)*AD;fO2E|Nkrlr z9vwENA0R`*%BVe6x_V7ji%F40F(v>Cx>VG3x4}J~G^>3*u|&)1{5BjON5y!A zQv_^d3Mdh^kJ1(sfud5vE;wCM7z2JTLySE38%72PmN-81+e}|Iw$-C} zN{3R3)(^25tg^F>9m;*wbSnarJZHlMCyUjHQ6K}Gz`sYYm)~67JM?D^Q%o_`C_%Yf z@WONc(j(Qdr_nsWcl}G*-Nb@b>J*47JNu2+0HszC_Zh{)SbL1Bbv$|7Um1P+Ohb)lGNk!5%J^3aJs^Qe z{zA%Li4@hGT0o#u+JQkVA{>Hg0U^Cf##(Y(X!vfdA#|e(?RE63Ix=v*-E3%j8LPpQJ>xMKtTN; zUq@m>T;BmbiB`#F>5t2EEqMjez%{u7YpfjfuRkFlE}4M*L3rY@IU34xe_%-^sEAT2 zW{-+gHp!1{>6;+O2r@PyBphdywFe^bWQ9`I=r@hRWO}ebT0j870K6G*CTnxQH9s#L zy-o#uMFBJFUYdHq%n0Y6C$|KCKXy7@G=Xq~r+M@zy9vu)&fwRW%LS8G9O&+o$Vd?r z?WoMijM|qAkXF9$i+kk@698Hd4hP}WgUubb^j(Gc6sYHh2YrO5ZhsXm z7b#q{uY&&`r9wY6igzj&#FakYZJawjBaPu55OGxCgA70W_3)r=gChO$D5wlJNZ`<= ztPGux9Wm8CnnnmH940f&g8F?bafEDT@@qJb?YrY)bv#OCX%7)jWKadVm2VhNI5pl<%SV7tF7FGaJys!Xe`!=EH_#x8sMA z?JD>(L}}kY3WLxfbYw?-+(9M+9IXK68!9unj1LIbrh(tN#`1wc*FR_Q3l=|iYFS`czuUG?mFEa ztlO>O)GqM`Qd$cqp^9BopuA;=4%f+6DbW(rw@aP5rPd{7CXL`A#%M-#CHd(W^>?68^I;TiP$A}$i0 zXk^(s_AcfQs9j1m$ezw7%}S<-dt-79s1uh|Qp3bA(t*zHQvsv>nK;}qO$Fk*zCxa)f6O5jfFT6PMV{ab^KvF?O_9dDAtmz)a1s3|S-`oF3lbem2~v^qWV1!g zU+?=R8)X|2amVrOqS9qqkZD6LgjO#5nV9r)a_Sm{_Ku#&1MKl>&WM=0! zxStBOb3$UDI$hjiCO`mPZLtwt$4lh5I-J_wi3{i_O4YnXy@C zjV2#S^#X$z$vnZkFxEr_p(S{rFmR=rcg^%+N6YxPNU*%Qs*`8YpU8NtQs&2Ses9>- zVp%7q5p|d%J#tN2b(%3TuT?bMOHFU*8Mx9Kb&6%qNh8%P^uia+cVNiWX@k}8x8tb0G5KsDUZo4TTb--jmb{fsYSSL=f) z-Qydt`y&Jkgn4E6w+p{#w!OU@VUMUw%bNChDM*)?xmEU4>?b<9|h*>(LVylg7)=hUjQjfUGp zcu$q6^_!M0mqybAImJhA(k?nbNLoX6O$5+D+=SPDUYxh>Y(gzbeyMo0Fp?auPpmDE zPai|?N*7HNu*Flf$k#X}PGNSWs3^oPzx`;3<6hEPQLVIZ2NyP0q2814#j6Hs6H0Z7dle|UZe&h`+SB1dfF?u{H!Pq z^w%4cWQwzY1$$eZjSkPscS9&jOjV7Og_524CD%x5x6gir?+(2`K0>(=79NRWq@xh# z*5xn7Rf+9?&-q3!(Lpbe0t^|S42;Ja6%+^;!%>zmtob019tN`^ArQUpyv{<`9Ql}8 zZYU6CilU#?aQO+#dS6$QzY1!i+Sod1ZwtXVOLqq~KK{~*O?VdPGDFAZHtG{iC7OY1 z>ClE_Ec`T%-YR7Gcf$wFV*yIW=5qahD!|AC^mhmgN;7ws29L{wE08ql7TPlA80(~R z8%f^g?nb()ji(k%`M3)Dryf#GiwH$IsRcBYU4liEa3!uXtGZnJC_Nj8-|D%IC&}{d&OPIZshCHf_F7->cY7U|7M-51+d= z8$R=`$r`Ao;{)^ET%ZEsW56ROj||Veb4maMT#PxpRNvu7U1S}OqIw}cN{rLr3S(GV zQVrRglnjr zw8Vj+elty}%`UrKt&_e3TClKj*2Ed)NY+J;zOlDqu;o1EEW|m;qclc<Hybe$vz3 z-PXz(WKyVV_7P6)z?5d!mC{REjktH)qpT_ysHR!1X{y>a$lZNh=0P@c5)?ID{Ur#& z4Vs(TNx6HuUq;8lY#sWJwe7mLKU#4f(p@6$%(v-DG= zUv{0tZfc5}W>rJ9Fc&zMFUt8iueevZdF%M0{CN_04m|$c;GnbIKUIfeA^Fgf7A(PD zyR3W{;on;J+r!P0QKjFak{QnIQ*UBR++hKiI8xuV3c{h`vHg{bZ0Ma{gkd7OSRlFK zSHVt)5Y@kB4Xq7Y^|6FuyMoii*7_94ymG5cOJu7%^`!(-Z*)1fXEz8bi^I{QT4Nz< zjgZIJ31sPjuk$w~IfA`A(=?rTC@dSrxb4K?T7eZSm-kmyC!1DvN!DBCXv|G(ORPjL z_iQQuvXpeky|iyHXh*>76+Ou{255YXyIcI=DH0wFdIl^h{e`J1wZ9I%zu1`u9>HVI zxeJ*7c~I@>y!z`9iq1>&m$poBNfzxu6sYce00$nGlDS$)Q6W7xdD|08xSSL`&xJ{L zVmkzD8~^xTX?6gr_#KRgp9aJd1FwdFh|vwMF5DHi(rzZ5kzAA(@CIB5=l@durq>&&XRlM$44o2;IM(1S?7VL%=TY@n-{xWA zfaOCB$0J1TN?LTV7?+A);@A8TkS4qS2D&1fRi&kd<;#rAlm_omY8WAj7iY{K9@nQY zMa>j^$m}TWBLgbS{t9~SzT*~GPll)6uukpD=W5>Y94sWTc|mDWC%40bmPF8NV=P)3 z0?ay2IC$UK(<*6ir&dKb&MW$To$os~wkt@g8}8LA6^`-@s=9c_jZfKP@;)~C{GeN9$2`y zNG@Wy33Z^dY^ z5^giO2|&FhEzV|Cgad;&ORsAyPv>7U%S{)el)el<6oaVjh|gJqhPT`Ru7uT2<24N% zmCI=z)BEHueJ-pRcj{uku6&sxLrLdcxE9Z|^*PlIjn(oM5X!vv_Hx!tpr6d~P=Sjr z(~NkqPiK%33E!h&ME7KVH1h58!duQ3;3%L@PB}W>=RNfHSZN1|bSt3CQh&p4MkDDb zEtk^1+KO7tV=v4IaZ{HNx@z-8Kz$6}%C+FyJ*E#-`}_;-)x~Dxx#32y8Tn-3FO#>y zy?d)I-oMu{l;$T6+OE^MKq~(DqmSiT_RN!^?s~Hj@pBG;44J&K_I1<9fMlrUmzP8H zWG~#fJ4BbK{;Q@G{>gL0$|2rdXUdsiD-t2Ie4q`Px-6@K4nRyn-HZ~taxzB(nbgzR zP!==0n1@L1E6RlX&sJLhDipVP;Ktde?%HjTnhKAbt#uzd3a4~EaB$w`_FyYW$W^?| zkV2Shl}fR2-HT4At?G(E_^ROi(h~btb8lb!Xu!$lqxo7}Jvoi7L51H;K!7m(Si;35 z_tfki+@oYLM)+cTsovpi379NPe|>%V0WH=lMDLd_6Mra7F%>b{If#$$vw*w;&TOdJ z?pevk>qFX1R$|2uM3Py7Q`ZM*oDA!C)lbmuqeC~_olNugzv9ePV)D*_UGx&Hg1er8 z;!nPZFRq;-{{+@|+8FP^^k;%$JGNj5!YWWBS@XSY0D@krx3VhxcH-Y5P%m35t+tNte#lmx5-SG7 z$IMbvl~aRJz&ChV8K0^_ct!tg0{qM-YXr2VkT1%Y^>P>**dK8dG|gz>hx9ga zQ)PFHMouBVf%$2T$x5TPff6j@Ska8`Je%RTW-8iK&Y2mB7LbXKb>!Q2 zQe8#&N8`<|e-aaC!#q9-H(*dJ{|hJP83NE!37G&S&41wl!HA&W!r@&v5Q`4Asq1esdy0Dz0f#c8%B2T+2fp85V4jHGEEp#Tg*{AXx92t{)P zJ%Ab{RnPCc^V`eF_aFU77|P7xptnp(gAy;Qq0fCMC!_5i@wjI9cw zgiF;u0Z^n`7y@`xYfru#Hw^(M2&vEK-;L%D00~e|w$$E!08jI=0|0;s!kH>;2p~^I z@&m|$a&rB*C(RG=1_0$^`d&7*B@n<0!j;<758wr|F*E;9U7}7cXf4&{CIMzLNF?Q- za3-;tsNeq9G+Z4#4H~rQlr=kG=nG^lit)@uB)M?X?x2BkffM2WwIgVFIt@CP<@Ymh zZx#KO%?3X7jeteB7T)Jg574H@#%kZ~=d0&CU$WiI`e&WVD%5>nFul!(kocsDW;Q8u<0sa7S7HZmSc z23C9;k8Nn!FrMOL)51%54e&BjEXHvKFPt@iqY#Bwo4B7 z-J%UVkX_`eI5xRlq%V0k&&BQUukVV3eAL8b0>T6s)e37VH*;{WZ8zaytrGZzh zqWPjp(8RrWg)2M1J-tjk!+)*5HJ%?BoUMqpdJHW6UI|8eeK>XT5&=qu^YJk|uY-C# z4;0p5pS>_WD}APeJ)h)-p=?y17yEQJdT+X3qi4%%R_pVSGLtJ4l*Oh(hLO>b=A&Bt zLz&O{Bz?h@kEWzRLXEHTOk`PXkAAuzzZwDkzh(IGrY!Nfs%L%*%6$}s`>7VE>MxL+mUq`YY*akNa^yyE5 zD@Wpi@mQT`97Qb^TOLRp06!=<%cM8=>4~j_Z7#1Rv=rR-+rB~X?{?POaqiyP@h<)|3c~^P{Ov1e3ke`Mqy$27$=htWAn_;s#{tmfK4JkyKW1a!>@t zuO645w5aX9W8;NCU08Eod*MqGE1?+}0ubg~w4It3mRnAmsX)=F*S`*qSkZBTD@-ZT z3dHe?&A%QaJm$H-&3H&HkL=0*rX4&rsR?3;C!LyLwzu8WlS{Bb3WNdscB1W6&}oM) zV%>sJ(`F2^x&!Ve#MPYZ*yZqQdQml&7PU5Y^0eFdP^;S62rWJ&SN(py&_J2)t8X^S zgIuwx@_TdeP=uES4<`9`;;C+NXDlU3j;`%t@WmduIG<+wEek9i!mM4 zK3CM6y%O8YD9m4h1T<{Fv40}!qJNCl@|TA2>Gwezk!&MG&Cr(Qqa7YteUkWN!!#kfLD}*HBkLzAmqWUIVv`Csx@4EfC_5M&3 z^ja@SNGS#EoMPUJlbw?&1Z;2E@BXJ$UYf%ZLh_Soj zNNX8Q)4$+aUrn?i9r$MA=?ENuo3!J9?g~#7-yFuXTJt5J2bJ!tC=i2i_xON z4YtcjuRkVcrS&FXf`WO)(;oG`GNbUVQ-&OOCNuX#pzlbpP*|J05Z{MZwJ_z*etAL1 z@^}M!HkJlGQkD)X+W#$H9P`gIW+MpkZ*#@#)Lfp*w&vH=QuKH%bYQ-9T0Cy(U9<4q zB(pxel=liJP|0zT=CeTORZ{q4(9RmBjonPb{d*|!Q7FfF*O&QG)R)-CZnUfQlxw|G zPxngFG)|Mk6gmZX4Ki=EHcR=g?SVx(*ggOpVi1+I&$!Gx^EjJ$m^Zn&X$o+gIO#wr z=;Spvwk$l=MUrQFv?UY51F&zTN;1Lt%HNGR@Pt;)#piWvNk=^@s>9_{UlmSt7Nx1g-dG88ss;F8LI$N zGvmlSvAmD1d4I|Yip?9|i=p0*C|&y!iq#}#a;a}=537`fH?U`(ayK9KIfW)L zhGP2~_E0UwSL5FjnSR5kSYRSmqoaK21HMP48@Of#T|@%vVeV#3Ez@@?QXrBwSg>e? zwXe)J1&D$YZ4?;gL{gFQSV(%utwz9k;t!j6G|xg!svQ)?AjN!YYBE5Iji=m@q zSMcC%Zn=#t^m6HF>=L1R_&E*38+|dzWzQ)3!WCr{Z8)GXHaoO*Bb)+hR@(R)ShX#j zNjWV$x_Hbj1DrAIDZ7j7#FsEM39*rLkglGUCt`dIv;Sr1ZNLGlx{YDpiR;TSCDM&U zut6(5AD>l=HsHGs=GjJmj}{*vA6j1ZSBo^TN_C+oCnaMT7EKm1C=hBSNhX+^cpg%$+45u zi*|A6b^=3Xm%!6I-+x#6Kv`$MR#?)UmBb1`0y6=0()zx)|EliK|5PDnBevWh&znWE zd8F;ji>}s~pE$xv>%YDqPf1hA>HXl9)J+=JaN>6!+*{5y@6(6W$#84teqR7Dz_f_3CjvJ9k485KloS7| znb;ac6ZdqkVuH2-F+FMvn6h=sR&Jg%p5jaDptQHI9zlWZ;)&|1m;w00SIJ^er7$GQ zs69_oPR|g=3HC(guRQRKHC=1kKJLme%MO z2~-x$7TApSLJ5xJER>m0&L;AB~r|roI0;>5QYe{>myj{WI4-!&?xjiyHb5VE!!-d_98YGb|30 z8nMotSP6-%(+)?WQWa>9F;7wb!Pw*3X z5HaA6#!*3-h-PHE#LbOZ8_Ogs?K+-!xQ;TeCQZcg*%K`6Jv`M<>yw3|?O7)2NYbD|jeJ!}dp<8{8GT>)wJyVX#9fn6xFILbgnN

$1g<00og@k`Y$XAY#+%!pB{M!as; z(~y96^{JlW_6HGPQ;PJIKm;109j-nnLDr`zK z_@%6+;v3<_sp3D1QaR03JKe5&ZG0kCvhGlO3)3d>;tPwi2P#8RN>Y20DBstnbbVzr zCbU!_Q&G|2VN6U@#?;p8=>Dnm=_qRU5#dpq&=M#EJ*F<$r6$p34GFWbD(^2nf9e zZtGEJjwbi9oVMS_)%c*^rxpXhPEsz4kG&>LGG4o2x2~jkXZ|TX)_z|rgvI4FpV8H% zfB_vQCU+dSG+YcM3YhuhGqw+2JnMM$V^fLtjAHB)(9A2j5dj(Tv=j-N2ZRV_lY{7$ z^mSD$7U-hpj2c5jG@ISp)8!Md&7W^Tct+J80*0OzgZdq~Xn-LW>A|B~k{b0Ah2{JI zN7Xq62NJH`I<{?0CbpeSY}>Xbb~+Q=wr!ge+n6L1+jh?E{r{)xoU6Y0s&BsPs(#;9 zYd!07v|(zi8|5OezB5guc2JC@%e(lA7I$@`*2ID?qvP}d@sRML+OBz|qtK=hKFuV% z6wdl2ls}Rm+x}XWT9Y7|zMo#`53&a7)=a9Vcj+s$yK$J?aTbXgi`N6Q><+ZchHN1dufM5`>dUxmEI4Yx*r zM3%Jt9Qhev(xz!3rIC`iZj4pYMl5;|3`w4QJ^iLe;jA(Rc8SKh*5R3kRDKMw-fpoi z9hj39O-vcr6EgHGbJ6ikU1hgn*cF<5#4*RHWl`?PMT#aV+fG)O(mvtYJa+>}gMy-% zVvyc5I!`U*DUs$v*=o50tSIqMg`h5A7fDvl++Os9I;(*rKPK{mgUsF?hhCAi+kOPZ znmO5vd)e9#w@r;H>C2pSA*iN};UUtSU9hMK+sV2JJBcdB-VX9!0rM(@KOjmmE@} zHCMoeUw`4WYD>=5$QDhcSVg=n9)&~#IcW~$gI-e#Ce91J_O_3&h4tx9J;UuXI*ato z;U|9@opI;}_Am z(8~Z5Gw-M&v6tapuu#;EP!lM;qAx_uPW12p6BFcO`;V|dk_e9WjR{4)t&E+ra7V~a zMFboiqt0JSh~&^8hKtD%lmNt#5UTfoU*Y(VGQrncoCqFC494{zMqH|TBe)(IH`9M5 z3xJJ@iR=IM{x@sFs$yt#)U=$?M4g+_md{r#Q{{~o6o|_O^ur93h%*JO!%1?=C}#L3 zi=o)I&5p*P#))AFS!#*WZ7@*`r%4%q7neXUWHw0%4`)t%!fv0;EFVrwOXp@i>T)lc zJ~_Rt(D~~Ay7m2Xml01(2T)nkC)eGZd+og~Cw1Mi88uC_x<3nP_(zDiTKzw+3z0Af2TH-fd*Bey(o%u9~R=Zdz^0xFG=NtXK*6E?Ag9F-k zF!eTy5{ile*BhE>4rVrMoq)3|lh-prVIECmIOgo16uPjS#zf4y9x0l#9;jPE$n^;x z!J2Z`H-DIK!eP}xA+u;ozt2S3>a%B2>qTke#ZA$;f!}{kZOjVyatN`>Q-$dW z8^g3p3^Szyf3(QCxn{k!slS-M;G4rwx~2P;!Duwmgh;V_W@-PEty8BqCs)#laeJ-b zw^b^0Dl+O^0t}6;P)!`?66z;g-uo;1*VlMP@NB(ou?JBr|9yA@8UEVZL@r(;-W;z8#NyO57adi1p@U*KR56Uf=v2N>MRer!;IKf$nc z)#w#w^*>9t(KoO^-G;o_wkNf}J#cC_GQ-_UFfq+BfA%!Vz}cXYOVKN(~hzKEx>3Dm$_Hk3*>;;)Lk>BrQWFvCQ71Q#k_EcWg*1e z#){%@a!)nXH-8E#L)z)M(`wLL5o>yL0=;=T74y zCgn>_9vrd8uyqgzxndH&QFWexg%jkXB(*O2R_=GjO80ys{dah=r#(zhICj^10xJ&! zN#Ma2hR$1$h0|9cC*XS5?(Gea*P|89V96SpA`0E3xZ) zE28OmIkjU$@6YQHl`du<-)_!Gem-+U9bnQ&5Fe|r>ofQCnY)k5kw|M^#i!~f%+tZf zK@J~&Pv&}m)Yxj6miuFSnT&!*Y4G4hHGPGi@(2f*v=L*s|u8+Y1iITz7C+aNk?OOU%E+$579EC(UA+tIH%5NGU? zg}`0?)hdY7_S!m?NiW}~3~=v?ZADijN_eEFAC7rlbv!x-L2gIaQlDpcBAPP~h{=v! zq^)I|Gv)$=R#cVcEk#WQSpe@GtLoCome^gY7pa78{C4M&50yf%8J(5QiOF~B1hH}y1nh7u&K%Q( zf6QP;+Qr#WvsGC++>S5PZ^67KMJS;C(ovE>u4@M1WDkiX5AG#?w!UF()B~6(_n>i6 zHCTkyuY8XzmiLQFbj9u6XAR$gifKIla=Vc_E85B52fVHUlaT-{UU}qXg7$-FG z6)`)psOeucLJsulIvrAFrG58^t;6`(5u~47&#QY~`%3j#{}t{gLJas)$mc73cBy)y zSeJzg`Lb?+bK1u2^+-FiT52JG(f7>ppp5AW-WYNIu1OcE^cRgbS$7v8eVpq8E%p%8C)JFP}Oc|xQjYw+{e*x*=mc9 zeO~xP?;LM|mayK$i6^3zK5$e}q`v!K?v zWyl%W?y;)d2gqP5Sn*laGL6!+}G^_7_r1i0t zprW`#&7O3~Us?{<4=0}2o8ZRF`Ium6bB1_OPrVF~!>X+@2^qIZfvJZNs-jm!Oi+t< zI&ptto9CHwh;`>~xYxAp*!j6I9+I09e!*s&Dtrdrj}$BOQbBeXAj=CF1IJLH}P*GdF1VEu!-WNn`ZQKzgIY`1?l_hg@xp;THl zU+P_nG=%$_+|Sg(>9a35Kjv5!22$i-YEYVU@&&n;C46t%I@=L-h&|y1R8(F#j4!1@ zv>lA3-T%O8hTN_%Aez22`HS~B<~9=2Iyw?2wWdBMet<-ik}22&t}JX zGoy32^N8#Hx{vy|g_o_-%Xgdf!{PTzty-3e4aNDUww+H~dj}!VaZ_|fzi+W-sx;%( zjEq7KY=Bc!PqRF#?=HgnOiLgw7_`bnnKTx1fL&-(&q|*5!i@xnP5P)a268_XQ$`wlh6^429r`E3AgR-?QGJ=$(@q&`H=& zdI4CJIO8W2$z~7**!$K3!d0r7ia@H|V~9;{m-6&L4k>G6Xc$Emu^9a9touV$Wp1Ac zNmlmd187Vw1J09<4eVrn+Uf@)Z&cHr>!P1FTT`GrJGKoKv9?&ve{*`3K)1!EAUv}Ty)1@zxRZ}#5&(6=Lc;1*#1qm z5NLmnnW;B>MEh@*;Kh98=qt?5DiEU8_~<~D>RYRt-V;naz#byZ(I_MJog8Ux<9Dy( zGIv5R)*!zVg!IzTRLDrvqz}s`4M&fU*>>p)?+iA$?TI`(qq#?+MQjkLrcHcbDu9x2 zB9#-f#JG#P!ZQO$n<~w)>;W)qsCwxG__AW}B7a`el^SP(zSLDh%=e~R_K4&9Z@5D` z)ui{N|5*$3FWI3JctUu+A#jH5)^H5z)NyXF2LATx8jcD^SVuxdQ zQ_m%_R$~(@KRG>~08xnBB1nKV&58L&lUc!=Mj7-aF@}<2{G|D@@bp=Eo7*Bt(NiUB zGjNx6-F2m$Um|0V zNa@4@_XkHe+yT$kD0B#vfu;MAQmH-ekJnn->`vYYPYD#uuVjca3dqT`y~!HHdB^Y% zu42ItKAAmjRN=VIMRn*Yc1gcKZiUm{DI{i4`29WZ_vyk>kAdYlt=Qmm0ysfLh!i25 zXMiC&lbv#18ay*1@?RHh9!pbFo(P>?EVxnOtz~eH%tVRB(V_X>AG9u?R?4QJ^}&Js z*M`H}hL}>~yDbUd*0*67vvU+#ymj)WtD!GW(0TZk$UKC|1sgWUkgY9_z`4~Drh`%ola!gL@B`cO3-)wf6l1ajXOP-8x+_;x^E0gPr>nk$$b69jr z8*yUkC}0#oxp%_)6?Ju$wRQEkJo^WPsd&|O)a}Zs=*u}YH9rX>tVM|bXZPo3`M+`j zsA6j5AUGjJYag`A|DOHV%fJgTv$Fob+y9a`w2!LV>ti;8J4{@31{2uRZhL+p2CD99 z1qPY&chCUU1@H9xoUwbak{Q$aiJ(PTSStuLm^>VwZ}0(;!3E!{I{a+boJTSpzW!!^ zhkJF_*tqKbN_d~AX#cnWU)>4J-1QuV1V-ZpJ91@Fa&!Y7?A+9{*XIK-XRHHgd*3#Y z?Mo;Z6oeRmfJc>ZHRVF{2g@iBLfSiQhkS*mLbEPJ{yAW`W=cCrj~W54266|OkbI&( z&g-vXS5)*>)~<3k_t-Z-`fO`)(@LR-`-hEVjnM1HR*!H7affi<_RgwfWRYUEiE+tC z!zM=cnhb%Rfum)L(*2U5q2K1u^xADdZ}^^$4*YDep6y^FB_*fj6~gY|(M4bFG`F8l z!Fs30*3JtZ{TdS?{dSbr#^(Hllz2Z_77FL*KaA%SSXJha=&s=-qGg^Yod+*DrdRL>O zk}zlZ660|jNx10`(=8tz=5wV8J`3+HHddwpZbRqUce%5bSBI^`UJ^3OK}H_#DMl6= zGCBrk-~Ji!_r00S#D#+W`u=*G(XlgrUH_nWxhMt>e@*r@Vry}}$OWUmRw(gv z39?YQNX>SK!!0N=(e*`f#>nLMU&hu;+Z5OXE#XQZ-}v`5ILR%?pH%Kj=rhdIiTDAN zX@n!$iK?MS`N^1^M$_p|1oO%+>JWnSfjv{WH6EwqR1Qt~{8$f58oX$6K!m)2_nn+^($K>{eH7r0M0f_x zguJAj)7+XWa1CF?I@J4Ipe%$Kw%VJK85sNUUV{SrvNH7^Je4lY1; znmuk+9RH)s1L1o6h4qt-goc5Z6iHY7%`scZ00K61fJ8;6Nt->5eo#!io+A_myMLa{ zt6j7jOPI+!ZlKv($^)bRejDhhw8X#*%n@${xx=}G6O_X^?M;-8tZjE2U0x3INHQZ{ zOjYxCV|Q(Giwlixp$IBw+JnHSzUq-JwdqL=%;_0)C3NPWS;2KRCj)I3LjyTbq=Cv* z-@6L3r~WI(vLg$YI2M*>24u#7tpDPo`jm`^puu#aQc;<_<4vdJU;xNc83e*ha;imU zdSdy?W*B^z--uo|f3?pjm5)QPlTrszbP8!0L5RfvAml{i{%f$JP9HtF5TG<8dt zu1p^7dtZuF_1u4K8U&}r>!}tL*5jJ}>z39;yd0FO)QQ1_f%fwFz8>Nm6H}OffuBBt zE5MqZ&i%Id8awwK+XK*;E1VUm%U-xsB= zD<&?)(WyL)R))J#bG~7n(Fohc>CnuX9J^Z*T=yVmGa$kDX#fJd9pfj6K5TYF2Dk!- z416@l@^`aXO^8GJvesJAf{J|*bm@>Smwwc?L_lh;%-U_*2rKlq~UlPf&MSf~kLJLsBCe#j01-n%KJn}MM@37CxGu2!Zs%N<0DF6J>QCR+RkbZzDNYXSR)2#g9~&hYegULfN|DC4S- z7$OLlU!J?iF8a;#8s_-|LSt?64u%E*&IvVAQ$jG$6=Bi&vsjq}%2$13;c;E@uhV_@ zUb`|L;Z4h5*mR-}E=R-VlTGPSUyTwe@18gt`J>~x19YJ`B$1&h4?cEO-#V>TcB!r= z#aB#RvjE1|neK3XE;Y9_85yPTy<+PLn;;k|qsvj&Gra`3ZO;sjzI#Hzu*veh7IX2K zSa2WRf)%oa2Mgmnsf9dK{r#;?YaH^eOCk}K2ym!imZMn;q6mI~b-nA!*DAZaDxuru zcGHcXeWTNN+JEz&9H}AD$Xs;vzNA9@RgCQO46x{@YGtC!dK@)|UpN=&yK7@R>+v3| zeu@Zf-oXepi~O?}&dx6VDHV`ik1$fJ$2e3$+rqP?XBO_RkKzfHeU|8gZwW}^Q|qD0 zogZzk*r98XRWZX84^XmTLAC$aHM!I-eXVTox6X3wx#g+)4vsc_{dp+q!>yNHIGxw@ z0z89bw3U-gDm@5f?}^@hsqSqTZHihrIGtoO82Bl8*ga>l9gcBvj~eq`KV05Un@^NP z@l5Eja*5wpeAkU5uIW z)=ZJ!pTRP;O5|VSqYp>=$TR4of%;9boU0E!l0U%dl)*jKs!K9NiHHGJbEV@Y>tyx9 zqK3dgvv^ZUQ>Au)7AjRQ%&~|vO}XyTuAz!Zbuid)F_V^KL@anN-*Y(~^ff)gPJmyM ziJdk;8x<`LS8mw0=2KY43en5*n@(khbtSwEs~Z&<`tp5MZ}c!3SiB|CL}_K?ERRKV z;wN9GbC~{MF=Vk%Vu2=H9-Or5kDScmWq(~rSLss}FWi6O%I;rf3M=J_80DTcD8p5n zDu4B;s4`4rrvuZAB*B}5F)GADK!JNA0w;7ZG4Tk3->eEjO!|z>Ie_6XTy;xO1)!wUEG#_q zui0c&w+NMz+*>>ZD!gFSbAquz3jA$$7a8R#H*62LXndN($;)Dp~rP426%A6##Ygi5$nXz8gop16c_CSYhXfMS1Gf$ag>8p`c^GH zC5Is{-gLC}{`fj{rba@1VJNqLcoaB#k#Y7&Hf1R*NBkhZnLn7lZ}mqRw-{@8>#CvY z=W@9AX4Ce5$2;u{xl>vXgfY?IHSmju@|w>XzfUB!e}((YWU7Mk)-U`+JyzJfQOUnhcJG z)%zN$X326W4&@JA1z;^ra}G5dsGdo1h?i)RaN#d+u(rFVyy<+&;wed-^B`Rq$8ShNu}_h^weEOhuu91cDk(y zc0_){RG>${SUWlq;P-q_7kd@L&! zHSD2|PCKTFD9`TG+h0xz)QOLfZXJU;;$JrLl+&Rjoys{nFF^<@_HBjqZLgVke#LIJ zyH!VQ0s`Ok;Qfrg3=kHrJ3N=XK*WW-lb>;sJJw+p zJgEv>^HOt)cy>6;(hogY$FW|cM8w6Ed{9GZz*KP+dRrEmw6^p`o8!_ zfFyE*q=p8o5t5)w$-mLde_EK@jxMfiljA2;I|EQL9B}^=VG#dM9ci$d5O~Wbq%B67j(_p zhe3Qg>EEHKBeM!ERmI8f{>DGYpd0yfeJ%;<_cGakp8Jh=TBwxj%oAj*rjj$3uqxV@ zwr#Ccc%@k3`;FV>MeUYsPA6c%+3+VoGekLedA8E~Yj61YlTzc!DIzyz=S*}7fJYubqO`Q^i;m-qUy|@D-u*wdwQI!UGWp z@{R{qi22=pI&jDlwnpG(dE}_AI2)!QgWr!?4~`V@GF%c7hC1NJ|2S|70{4o3$FW3e z@2OX?qtp;z;oRI%u9$K;Z_>yHou3Lzf{pbbA2Wpa_dH12evr6~KTrHR{QrW?=^jd% zgY8YonwdkdFc;1qFNAiyW|6o`YyTMKm|3ji=hY`q+@q5VUPLX-pAbzNr%~B+f@H3J zD9QSGKZJI8`c*rdq`VJ=0job#dO4EfnH0JqYE#_U$QtU2xgxw7KH~Y*dnl7`KUo^L znxlL_)^g{STH9(Uc;aGHrk(?Cj0VzR9y`FyFMS2sa4*E>sL-kV5(3|cm?w)?u)sn( zjg+=&oOW7}=i0WE_uX+lRh|?!y1hc*7m`6jaF|U*z)N-~bl0P@fOkRYp1Td?g@ThK z{SO%am}g6x49Iuhm;Cevbg&i4RKXPr=PzM}^}#QE9Dp^KCKT8539J4~ z3rkGd`TFDXQuU#m0xV;9MNz4ox_9CgM|Jr}inXt^VK|2^`~P6;{`Nb6 zbvfAv`EFqLiVSX=E#iXm9h|KuM&F&>EoHMn5W)f?7yK{>;L;csfD)W7!#X;pl9)w#Cmo7* zDXVPtL2T&L)P>{(sYmPP!Da&TLN6pM0rLHTb;c%kNn+>0WE)AR{C>frcp zv`e8a+ttgBoLlc>d5P3UPK`Z`qlbB(AG%Gk@pq(b zMfR5Eoad~IDk0hn`FOjg=l$7LK(5#Je0JsUXzag6IUuq_f?#nD=QE^>X2-|xW-xj` z4!8z9pkt3}F)NA(?2tnU zsyWO73iCSJhM1n8GF-Wclyu|5xm#2w@$5$wsaW%|H?aQ(ZJNbL>M7FLwkj}tB(SR78XIWkm17YTpjlKy_b zlD7l3l8-miH;JL1D_Qg&PCjUMK_~8c8moQ-qR-Sztq&?>^DuXjGoJRScJmMQ%9kRF zNj&gB-S%ZVY!e{qLO*c22XEGYz?rG@VwhDF4up@uSDi-aDs;}~;EK@s_$?QxRU-MQ z*jO{I{+f>ZQ>;ij--c-ljUH^Xuic!Xn5JqTDQ{p3`MCRv~EejGdwgxv~7RC^^BAe49+?D>)FGy0hKVtyi8!{%1apYw#`@BKOsEfiu(?>dHH0Jh=)a>AXlD@>`WjhU)C_q%rNJ?GYN&our zSDIi!DQ}!R5pktqJ0rElJpq|BO*sV(>JH4{7;LLi74uSH#R+|=Bp{R`cbP_zg9_-4;i^@=x| zKc@xFG6*N_2i|)?6xa!1}!b?m)XJ}BvR^{V@FSfUWryGv~0k;Ux zW2JFK8UOgt_Sp=bzuIf7bHtk%K;8RVHS4mn3{I`AdA(pfSo+JQ>Nf-R+#IMXjM|+m zIYjtPaj1xCj?H5+ZcF8I@DdG0j(B?Bc#nT_M;77Op3va8A?;gPleVe853R#ASp)e#8y0}0PW77@4I|gQNN<(oxq25(HZQH_Acs5Scx$gbm2;;7&C@vNYIL6#MN);EcDE6O*t{n zL{#gETWuEHeg5L+uq_}sj<}=yL(k(gn{!x5Ct}dE%XN`SS;DFa!1PMHJ`8bO%l+xw zJo{aZD3NP1JeAe)y+wLEz}=Fi?=>N(O36*Bs0X{Z zQP~;(8?F*y8-+f(fWzAE?R1x|W1cbesVS_HC+n?Ko)xg)kmGiO>}%Hp7X(jc;2A6% z(}Z_NZ6jMmACDo!u8p_^yjiz4&ZE<}IX}_uqFdhIIq=O)>Q6&BjBjmECY|FOThnc5JQezP$Ttol;5H9T4B8`+57`VoJg4gvDR8!{SfsqF_hk9DprYZ8Scr0csxK*24a#Fq!80ZnB zUrI+ADc2#*8!S-zwff+e*}cg$R$)?0?#BgsloxCvtx&+6`_l^cV#ooV8xq$F7dIHI zT?^?ED8@r;2;1+DipTBN+vo-I4&(_CFco)9e4zRL@4hmU)3aC&AVEx6BHbZ}VcE#dE5|!agE? z%i|!**+?>XW#*ODHBn_VEZ8N*W&4I=%k<#rKWm`U{!0d)k+r++T~Rna32nU1HTJfTvpw zkl>aZLOc+a>*2?K&Jc}{u;cC6+j>8|Tmi}pyIT9zU$5k+-)fX}Uu#EC?ZYvumP;B5 zpO25*ASdw>(uWEoPp%xj!>6sk*}|nkLs4F{G_MmtHfL+a+OXr@)P-Q2MHN&0Y%M>- z(iZ(DxMg^<{nxQrm=qgTxy2fUKl^AF=$B@7g)QFYQODhYt|Z^RbK@*tn{l3=XKiol z<*giat`^2zP41**NSd5(U2P~&_#V%ksXCsgE~Qn)?iw9!36;Tdv)C7Z#xY<=sYw!s zVQAx%&yqWtjIng2cu>%_4&mf_{BBz=W*$ z^b=@|(&BN{nax>36E+Ss=f&qCE2FmK+7RNY+HI1i>FlB#k@CBN@^T^`8V|PlrUPO! zT?lW{?gFPheATn^3(NP13-w$g0&p?jjlc+Uu8%Tar6>AbI7ImO(A%cvFeH;ZKj3g! zlg&FCGw!pU)hVoJ0}Rdq(r(0(>uu|~+$cP;w~zQdwOu?#!3$dscs%u8?yt|) z(05@5hs9^d^qd`Zadi`Gvdk>{2mJ4MrwPuZnYQODrAtbr$~d3^fvLX9@BrJev+H+O za>)JZ5l%jo@y4!HTn#=}c!gx_9xRaoRZUIUe<X%hJI74LyxD<<X5KJw`9l*1?cVi_@b`vgNAM{oRpA)4r(05)CV{!pTp{ZNJDpv@GG4Z0 zMwYXTt|}P6UFOUZE5i{WJI_NNV0h7gHgNQYsSwJ&KKre9BE?;v-sf)QRoqoowQ9`- zc9T-ZUoVxTT;7?vjFVK7;O#C5ioE%g86j<_lfmcev(vuwI{TTK=Pfgysi`l%S?<}L z9?@~O+(2k(w0&K&EF@-`;r%Uk8Ou+C*H30N+T4sa9Jud2!BN`L?ZT@ zo`U@vDva@3e6h*%VB){V%^{L~ZdE{zqqKW%HbZpxaOmK+MUPx|EY+&|)M)nPw4(p( zzJn}!e@4f4v(w@91WEVz6WI>I2U{A@;f}GrlxMxQCEC)}fWAF{Chi&>qP5~Cw$|uL zN;a|&xDKS9D&7UyX7dktS&`0H@!D)6vCc0>d48TQh9_dH?%8)&14EFXlm0!PMJ(;9ck0dZ7FI0u|L} zng6dp0F?WG=mu+h;8>vVsn>hpqhIGO&- zJ7~Q)28aF6$$#?-gy-Ol|0oSeVPNE7oUExkX}b0TR6PW54|I za0%yz+ZpGU$r2IPjZE1`hT>fbQh%Vc6(siXgv2|eN<_)Qjj-Jcqi?kN7vgzlImh&I z_lx{AME8Nbcg@4?PrS3ns2-S$LOXQd)}o$3XR;^oZi{z)K;|ISa_j+#kmLlP za0Zg{L%0)-4{Gv+E@%MM8KA1$m*V&lqNoiMSy)=9njKn~^ovlGc~5}Q(a&ln@7QKoN{TGM{@b30V#~mC^}DWu(s~g) zYRleFcdM;$eb=!p$F|Zrd5xqkeKeC2On0JGCT)#v$Z3N`ZRBmB zZ9YBl77(95^5+1M9DP4U(`=MAuba34u zaOeWv{6*V{sd3VfrIb|rq-Z->P$YG{Na*3*(`czz(FS4@STTrTBF|02u}+r;xBQci z^Y_yWtUWZm_3!u!oj|13(BgCK^#}U6_B4kfk&i%L%ak(mWU)TBrKPRHu5fpf4q>)M zsl~aDkuAbg0)g=)if6Hlj3zLlD)7Y#@BUdXKAASKG8{-UC~>(oq~&igI~EXRE&|59 z3Hl_v(#J$@%^7^VfK9oeDAW%|Wz#ICtRJC$By;HD{JR+*AT6l+9z*>meEiV$@XQfy zvWiqe>V2re;E-fsW`$`ARX4Sv%Vn1sx-{V*$`cdjsZf~NPS?Avz*OgRv=WW#sB?QMz26++ zrwtH53IQvqE^NIyQ`4W7wczv1sBugipw0xpp6LmjcvxDMn6?PYFMM(8CWPlDPEy`D zjD6awMXX}-j&_hh7?1}EF*IR#iBK&&yzY0(mph%ejXCWs?~r6UA<}rz?026tM5e9tITzF=s|5 ztbv}C^+>u8bzfbXmt{fv(teEo?Pn~B>{5ix6UvACT%%aqcz%H4UX^>yW$lQfbH#y^ z;0$S|W2}*IJKg6v>_Mznv_DMwR33tV5Jw&=UQ?^5*O4JbCH06B%r zGqi`ud*`0z$QsuI>z9iX#yw$)t(zq^_FP#(B0^+%f()?IFAK0U(qC7I@Ec606l`VY zmXgu4D6`07AhjencO>QKV$IsRj5C#(lJB!258}$qBt(1?w zi=MqHyM#=?u_0+)ot^$u#9);(Z(D0sz@Th{FhpfsI8R-F6a zBGiO4U#-lGb`T?aF@YrQ* zLt83p=uxG|a;5WFJV!;=l0hLsFp~}UccfqC$iJknq^Mj`a4z&=Y^^C035K*;twyvA zLZn4-Y1{@xPfg3(qRpk6fZqr2IS`r^{3m1>DiIMIT#5on0e=%^3~qDx+Er z8|1Jx^-n)b$4M`hQ#%(A8OX{a#fm3;Ad)Y|8u6;c?UjFqdVkm07UPs&8qtYFDSity zK!U=bS;cW4G>KId5u$aKp~H0NSYVIsU___2dnzuM8*wv-*SMEt%iY<}3O+yL}H|0>3Gnqwy4oVr{1|wA7&|D7ugz}5|ba=J( zm}z*ohwXou^{DD`0FxlWb)3PUUTQB+4sa*%synC9Vj7jZj|1LR0wo<>vaY&SjSf>L z;>A~D#l)(Pr7%icE_o)cW%u1>1T;(DlI}_;UP`$CE+cSj0z<&!d>x}lytr1bzH&i9 zP0y~fqe->9xB;&s*;g-_4JV2)+?#l1QL))4(XdkY-@SPQDs={VjjvXsLp%iHjSE^; zcQWUQD^|0$9i$W`F*R;GOb^C9YrayYNF{0jm#mRPz$bi?rp5uy5{PWH?uyQjvwX1i zN_oZk?0=6b60g83mV`na`t{7`AtR*L z9JWN$oDYDN)`)>xV);Z~>5?f=PwTVC_*(<$x08(H4>NXs#uWFQD1{0^aX@b6O5%!n z#!0LDE#IR@SGH!R@*q1l5qY6~GQ@bv^RWpq@Z-ZvBHpv3rnqT?X3C=7NuH+ zARP>TvLJq_v9)aE3RzGr8F*`!qu@W8Y&{y2ODi31{EV+xm#!)8>E6r1zEAj`_0`qr zJpl|TSRN1MHzdpHGK?dIgh?d#=`n0j{E{4s7EIxrAlR5l>C*}VccjfoT~E#I#X)LQ z-YLYAN+7SM64*7tM{E#@?YwKFjQX>bhdhC(-G9Vyi(|7B(N(&0%`8f-NADhCWFFbD z%Col1&LX*|OV^k%Q%0Z3GE}lGB6E9a@B~Pgd9w@puBfenG_Y}uR%W_}9(t~^j&q)e z-E5qYHyiy?0BhRLzN#;`?U*Ahbt1HMOyHZd=NYJdS*!mW{M&?{>ua#p#qMhP}yy(TPfA!nEE+z9uCB;|No%=6fD0s~5xB?W{^ z8z%S^V2HdJV6nvWGAT7lD9YWY;hDmc?I^7~!sqf8hFZ4lbU<;mqDkwee#v=ArqWv~ zH*)Ngw!$dHWX@Biw)O1U3y+%1*f%XIug#OIjmh~X=(o=gcZbNk$t!DCrAKQJq+mMgdkC%>Flq>jDX6It#H$J{hVIs%F^hs06o-j@g%# z()On>twipbu8r1C(soAeiL|SzV4E15VgnBrHG}k=j^Mdp6 zlK5W!t0woZ=#q5K{9C+1{YXotj+c-V}ej|6$|PW#3JKTcskO z38h5ahr=cs^XdjXqSpA8zK=SET3GE(O_SgKpTe#>DC)r33#f>MN*qW?clXhfN_Tg6 zh;)5LKuSRR2nmrqLO_lqPvStN8%a4pN;nQUIr{m2f4w*JX5N20vo$-jpMQ2|_ha&{ z@RpBOy3ij{6}USBH>{k=6R(7wx=Oqp&Yn8Hp%gzde@@KIx?p$+gpxA*N;o5`bktdC zjcU?O;h7(cn>Tfx4cn|VT>W0cUXh3>ar291k5Oi&`p=9Fjch(KHQ;{F{LSNMS(@~k z8i(!r1YC4mx13h-g|AL%j4WZ~?~Q7m#M z_kS(`Nz@5*i{N5(=1KjUMFNsgSJy582fFx^y z@94;ssB%luy!PNEH_&?tp=aMz)!3OepYRukPro$WT7R4>`W)<2n8T~z-Xm?&^YWMR zB>1mbh!02%tSgdrpT)Y|L4I!}X^IwBQJ80ItXb;tq3nA~6hM2ux#Mqn`X;ZMQ0E|p zyqzSoq^e16i{>Pq(&~%r(|VPn=JkPY@(-+g19ey7jVYD>TejDEYOl{3@+E?uHCQd0N%zTH z;`OJZ31p$MWJ5sX4oQ=qsh4MEtnZ#iDkPo4(6!JY;P(4~NZhJEtxbF#Rhpob<45ll4UDg)*RTkHdcuUe2eop)X26iSK`! zvn6XE^qezI7MvRe#>bmVt?X@BbbtP4_>~y`5_h^KO`lKJgB|u=<-V5%Ouy6LmF^*{ zH}Z_P+~*KudUxyE9lnzl2Ly%CFy4>f;Cv%G{g-Exl>x6ajLtcg_Rz*Ao*WM4(sTWA ze+Kh8p3@45mR`#tA}9E06fXXaeQzk7vsPi@?pJFky$`M%A0|J>A3YIMmLdA8ocfTw zW|-evv27;3Ac&>zy?^(K!Mpc9@`lIqS$t>Jo6@y0E3}i`th9zwaFz|K?4FxIqu8pq zKEt^wcUNll&pC{_Wm@ecIM3sE?wf>YPJv{NKQORifTKP(4Hgxcc%VG0H-3BtmqbUT zl<;S6dEsDRCE9?osNX(9CiT2N>ve`;W_+D6cpbLhuy(j>eL6F4L~&x@Kvaqt*<)j@R^i6t%sSi9{bC>R(!p{7pcG1nO9XG_AwJq!7>yUYobjc~+|A z%MGY4bQgKKyp8KaqNj&0FxnqsD^H)ORV$vTyS~jn{ z=G8X2M!{bllhf(YMQ9O0!4FeQ27>v&;_h2$5%VW-2cHKuI27Hr=xtRQF1ev~t2V8X zbR)XB^Oa;$fs%in!(w^eE%bD-Z)45Y8=koKgb#aGOZo-gfTwvBW0%-Y1j;fDKF2T1 zkVGH?-Ja^%Qt-l3sDPJFyPN=*(Uf)-uCLVpI4#rGR`#dR27=Q_iJE5@@GK!8eQea( zN?HX5PgqA$lxzmB_>yEZW5r9!E%g$&@bsQC{d3=I;IK3!ig(-^FShLp3qm~EJmh!D zM8C-j1JGpLlM$o_dQ*>-?zL#K*4$O2isJ5-!)WA1Q-1C;si*JP?7Sy<&Er*4zB=cpnG&DXs(kt=F8Pp%f7cJ*8Fh4#n@LR?)NSgv3u@hkCRvvMv2zoyd&{oT zgWB9Cqp=u~e8m4R^*8pG{iT4HkxQCacC`>Xv&pS>vo_%BXbULdB(-T`K@eCNw6<&8 z8n3jk@6ExEKO_e_tvig3W^C0ry(o_^&fD==jy+EPH1dI`pvv8}efNV#@SCe1c-uKi z-R$;)UfrP-G^xq-m_R7hbK1Y9`!=dG_7ZcTC1t#bz8i9LvAH?4fmi`9l(MY@Vvj}b z7Jky+8@W$A;R?{v9&mlpRxDVaw9>)j+6;F2(Jzi_uE^e#B;8=(5M}$fV*ysoz zp-;}HQ9qpng#`o#w}+9PRq{pS1Gz}5;MUQa;Qa^~8x%SFC(O9kWn=adr7-KS&-dH7 z@y1iXc1;jk6VeK|0ii1xYaGO{&1!2NQB@7W&nX$k0cz0?w#K>B5hmA{VY0ld|3cr^ z%!wFA7HwPTx>De_Kq=bZXkUwYi8?gIq#AGO<{Fnfn0DLmrOSwYIuCemB+dIU24Kft z{iBl(b9A8d%?E$gmMyaGVx;zkV&M=Y(JSJD?vLNT&m*te;rXE9Gh#^M12{hZ7^cla zI~j;$D(&UwkCmx`E16ko*~vM$nADjd?@5xFXyQA{F^qFe2cwfVP&Tg+A$nI4$@1p2(%JS~@_M0T$`2)aBV?)D z;8L7)vU^N#?lT>0s-y7Ub@r;0Cug?99IGE?<=Ex@hO9tE>F+OEvbM&28y)imAhn@B zCpqn$b_~pw`BRM6NuXhTje29tA7lDALaM9#$KVjEAymFVFlYaa>V0Mb6dBko6)KZS z)8sDpvJ@NCcz@tGy5cok`llb}T@Zpl%Om-$i&*+n&o=zN*%w*&wZO87P78pgQU&}Z zvNzQ)m7B`^wn|yp(n@Q5uo)8p7<3l!gEZ|`$3z&nX9Fb4U#)qMpOC)m^q{+{xnQBh zfl7r=TIh9Oc0^x+Kxb-EQB zAFs6gkkqd6ETQBpThQ6x$+T=q*$;h%mtc@3$?z^|sqWh)Pofk#4$U<{JXCd-`pe9K z&+?sxmI4K#;H}QtA!EYw>i8u}td+s^KAn4YLDpXlb?vS-pRGFWK5t~jQr_u$0U_f0 zg8VaZQ^t8)qBciUV#e#=)Z2MNI$7BTO@m>risSk8ybbh(8vT9P8%#VlK) zzehd7_m#0v8bg~h{1$=yPogghG~!2)KAT;CzlRrei-(T}btun18=bqTQ6x&a|Ir${ z{d+0sbU{3{`C_5nToQVJvPMyPOt3O@`T6$8qBcvxokX>cSsA zEoo#(AETo8Wx(~4bT}xJz}UVF9)l`9=+bP=6oh`rzgSsjIGxXkT61)o@^uIv;y87Z6Uk-NXr&S(rQ?1rf|;`f!>rnG@J?T$w+cI0~7Yu+oI| z<*YuF4LLnQBYZ&t-P=XkGuJSo$l2C7dmJxQoyGpwiW>*>sB}yBOMYr>{LH+Sk7uMM z%@5^netIV0C^fr4^J0$S>v9edX1DFK^6-J8$G!`A4UmggkZ!v@W~?pQ(B>3fI}q+a z3(3b6ltc7Zxm>*~ANDq@p8WLYMBdPPx;~vB73nT*oDn*QhM(QMIxfKZ>*h4Bu?k@8 zwOIt(rcyUK-y54R=CoUJ_6Tuxajl9$_ukR`I=j7Nw!^yd(Amf7b%4LKz4w1hz78G_ z|FH+>K1#r+Ar=-ERCD)#9l!(zXGY`G0g@8`YbjHg?d`iL^muR$ZHRM*^2o?M(qS=v znU#}6`Nrn&;rDzjgo_5@IBQJTB5903Mrtj`pyJmQ;#`P*s8KO!gnW!o! zX6;}pzYbb2EK4-()}?8|xJc-f^myq&hL3=qT?2aXNbl1m$s2&4vCmG5VnWM-^!mJP z?7i2!9;WkW!}=niSQ!pAbdO#tR;AQ^%f+xlLy|*LgX?R|{JMIHO1IVJ#opDQ-&K>l zYf_!OXOH?E~!^znS+P?ZlrAqcs!&pN5-m1 z;sTUQoVGx2n8<*57s}X&&{1kRDRs~p2kSduR+^; zq@L_`nvW1wwh~MvDn8H9d7u^Y(*!T2`R(HQsP$z5mLN!#t6l*_-o5;3Lv953c4 zWC79?>JbvPM0;tmY5JO>Qe!tCsztthUL5Px-3+rgHy?pFMW2Cr~F z07DQIO!IgN8;WQ+&^*7xN~8RMJgWEKXI+wO~w8{>|E;vnt*T^U^0Mup~)q3M>pacIqX0IgdhnM0`} zid8FyOH||WaA4QH#!2bXKYvu!y+()keXkGoJEk=&6#vjdc|^8v4D3nkaNIpxVJul1 zmBTR?;84nVzwA_1o{ggt@qxW^n`aJ%Kl#X~>DB50m~w8tMUXTbhrv@+ELQ$d+#&6_ zCdkxDzgSg4r1(M;G92x<#Mcv~C0OQ-TF+n*ANl$$Xx8`DZ_6UXmxzYk^lzQ@F<^ZZ z#77|Bq<*n|tdr391E0nIRJN8VOsUKrji)zx6(1=gflDCge0Xz>>XX~MZ~3qz(Ouy7e^;a7y19+!kSCaz}Gk6q42*P27>B7F1}16{}Bz{ z!9Hi978CCuKMm~7&k+O4RHumR+*L($mT8v~MtHweuSRbS9en9} zIVUJ_@GXF)t?c`v@*F}@L7h!-K3_)+{Xr&q6Y!3tzTn=hXQ3vvY&cVvmeTo*`;5h$ zPOEg+g9m-YL{*C9TYvNC=dmEfVHGl?eCei^b-Rk9xyy#KKqasz3{}PyR z_2aK`aK?NZT=*(DeQz^rfsvx$Guva3z|Z2l(Mk4V5#I;k*@5d}Q78VV2#rTRT##nix@*3&4q??>R%s|!hG^+g`Q zDNZ1%oM;YP7RG^ye4w*Lh*Vyn2_;xH`zU`)^^4p)#ANNkL8%beX5R!=E3b~+uorO4ejyB%z#8))qM#ZUj|Ge`p z?JfXigxl%~iR@aMSg&yvgb-(iezWc9Ml-G=m5Vh&_P9%^W&8a^R6?d|32?(4r zcEg`;*)*DIaVD=2o;B7neJ5HKY|Sx^t@12c6%8}p!OnVqO|PAQi8x3TE~u_A+!m(B zTFr^9XxXG)NG*Exc+;0b4?#1=!GwoO){c)vR@CHUUmS5gbFJ|V#4GA;4vDUg`t97A z)T%ch`>_hq_y9=8NJsq;ON$`zJq~y=QLGfnS~wsY0vaz{O`*n!*dX_-iV@Ujn4$Dd zk(rNm^_!QC^o%Ihnc2%b3YJ8H@wJ!h9$Jqw0tqcCu=R7&>ot8m>sHMftDn#o_ES(|LI(?;%cPTvQlFm*lO3u-eo^y$37pic~zI=;I z7fwG>aT?bqPS@{i;S^eii)4*)*T@qu=x0o)6x%2^Z#KW0fhmfXtNxl{p95H;E-)o| z^2_=BsPP4IvDZ_zKY4DJNfkvE7W2JPu37+TK9aZgr@+5~e+-Ara6SX7p`B6;Dr5HA z>`I&p5nPE|0=`5TT`{ciqsbL+!-wyo7#ZxObgzb`a&+TPigSXKZ5QT_fBKEJbiTN{ z1kAdbZeqA|&XR6BQ?`cJBUX>)F}Ljw=lQq>2Yz&}URP8OW9*6cFd-Y|b??ndod`=Q zM1GEuM8Olv4b|Gdh@Z=Sl7| SkVr~MND4n>XIIr#d-z{isyf>M delta 59222 zcmZ6yV{j!-&_0@+*tV06v9WF2=Ein5$q6^M?PO!ywr%Ic+*tqLdr|e?`=NWD=}*%& zT{Yd$bk_!;1!STIgn%~z+GWAH(?ogzlt4}{7C}LHS2q_66MJ~CjVpbY&j7CGIXVI{jc9W_s4{rSBrig83w}eR?XcGB%L)z zDF*Iuw^t%WKfbhJlwfKL!#{TS&j_MFk%0cdm(%6_)!rx=ix5sl2~V#_Unf~F9AJ|W zVGg!xVndh~XjW0RVl=EMQT3qccj5v!EyULu1kitu-(fje^JQ}qrcCMMb5P~C>qMhh z3kR->x6RkB+lUW~5PjLKE=9`lOl_Q*JIeAqmhLSjbA`KA&_SgfgBgDiOLAlq*;AdDTAtXFr*7cK!{MG&e~vV z;4kGD-&NqUMr%hHuX+gnePJvK6|cx%sKT$baSrvKglqkDUQ3gOLkREai#I!TB;X+M z;+Q8KGf$gA$1YLS*rmkRzsfaTog~dWE~C55bq9P_MO9VXO6Qq9!_Y8}7C32p9=HQC z@y}7ivTdM?)nJk;5pUAeC}_<1QC|Fru5sj-Dk9C=2V%p#fFIRi9ir$$QPYxI%muwo zbCjPf(+zJ}xcYLJGA6-2i_Okf&fIIYp4D{zXq2DTSB>LXKWfP4d-JD(8Rqn}&B6?Z zRWxDN0d227vmwNaCLo*C1NQ{*>1Ldk&~1=4I}ilQsNG6;aX_X~LEqC?=#8n43N0lP zy}Z_jI9dwyjO+}GwI_G%V zQ5m`Ks84YpJvr%Xvsz=jV3y&@1n*5qYrI+x+1N4Fpy+I5TUm6p4LU(h+?ZWos=~(H zhE#bG`NhN7YC(HUPGEt!G)UB7E44_ZT=PJ0gvVSTe&xBR@D z45;SZJ;z0APfTPCEJwZxDrWSYG}$Z9Y_pG1H5^OtVHo>(F+R3N+KraLoGO2*9N!IM z(^Cy1yfuS6Vln&e7bMiKh*L>S1GQHb)!MsWE}qL0)#tE39A>c-qy8h*rZ$w-ccw!czSe?949xCF zn&}#@;PT>DBLqQHtWB8Qp7CWjQXNMk>AFmgK0pe`u`BxO7Awt4D?$|7(lnSV4cc{> zQu3Pz_=hGR&XZP#a1*_ddONRiC+RASjQcllwbis{Vvwz1T;+X)+f-@>|KHQ#^NdeQ zfK#OUk-M{*a^7Xdg1TEfsVFrhd>^dc+c5fdC`bDQ2xpG<}`Fllrn<{G)UbP{$i-I1Zdm57* z7AW=`L52qM_16@f5e#lD=zUt4j9#UZ$S`x*x49|)YRO7#4pWVDfD;O`3e2Ivgi61tjypCYxHP1}d`gM%qK;hul zXFpn=E}}O+1j40AZF7tK)?>V%#k2jU)c4A26G-=^utPouem!43MYT3239+OE;-z8Z zcy!;5q87Z~_+Ag5Fb$-O^x22kixN3e?rm4 zZ!vXfzyWDv2T95dLB&+d$gTg}2|S`mZ5w!{2KgxI1KDY~eWIEOjYr8?rauV-ohOjJ zJjd>t@ydMQ)B2tEhviI?mneRs;#pR|Yg?~c={UQpaST9TxQ&j(sBt=J14V>ehzQs% zDB|Z9^f>C!UfO~iX9Wc}BzRNS%3&xJRwboeg=hBB${NN$=s>INp?JobNzfkjQlCg# zFY;Kgc>@3D;~@Rm!vt-irpC?%=E|_LVK2^zLz^V&E)5hv914}We#89h&kbQag6Ue8 zmNpqSf41M4$rafp6^ez$2j+q+7CF`LNY4?5H5t?7X*=D>YsR}P%UyJMoOFy4NT_qF z-gHQFiy#QwrCoSLeRx?_#K^Zd5PJm%Ky>+&Ai76&(PRT^lUbc%NU)`?ER>jEjK5hH z-u!%W5!(kbQg<@cA|L`0*>^+jr9C;-nX9< z%I94`aeQIj4?m4uENc%shli_Nt znPh`xbn+2pQ58B=3M?hsfsFG&s^O%?(c_N;?Dl(#Bt7rgQ)B?{(@~oUBK9w{UUwzr zJEi5O2}oUjstM;vO|*-ZqU{ke^mQHv7o$z+)IQ(MGcDYUxSR)Lwl56hq)8VwMm))Vaqqh$ZVt;V1SXx2WhTeY!qE|($fI&|t<51j?zA*V0sFp8#A_y}5-O~fxNDl8 z?Rng2yb7UaT0<0Tp~lJT7XqW`hze$+0`wD}&^8zr(9S2C^JCE^{bWvtk72msRW?&E zYs<_Z3Mj$oU>Yd?D7d}tS zI~E06H+Nl19}u|Ic&s>t_}+A@N6y+dQ;!{|@@pwRJSa#7|MWbi;)+Vy-kd3IIY{xb zvDh5Zk%f~NVWgC&=sqHFv~+Y!?{}{<(3^TGos~ZZ!ab(96(e(9+{6ofL=V=Al@h+@ zFD~tp0Hs0MP*drD4f9ww&T~4AFQr*9Cu%&VRH6;)OXbT;YHLC=wJtl%Z1qGwJs9*J zdezF*^drxl4g6@I-Nn-%Xr|>3$1h%$X`_yf#GHNYASRLABH!^&3w^wF7H3aBoYc!C zjYsT(SZK4sUC{)cwhwb_#`*#&(Yu$zG_oA!Sz@(B^5t;!LY8m#Mt_}uMrEz)PxyNa zrP>W=X=+rx#q(jG#OQ13a%4h>~J!FFT0BW4CWo^PS{@9^s>`a?uYrE%fA@ zxet&nHYKuF)VV4gP^sSbbt?UB-BG@ zjUS_5ZZK&Pk_#+Cmk~@vgs*Zk3}-8yOhovW^})20i157T_S5%#a-~t8Ygl{DyjJcE zunn9wP?8C?E+;B$BDr$NjZ<2f?MP3T>y5ldF-;Vnh%=b2ZY;7;2I;L-8`iKGibk*i zt!~}QhiX7W%h(SayK1|4I=>^ZnPzMuB&HqZy@yLUUqFwEpc2dTEtaGKUON8_Brzz$ zgNTrkI8bwo!2GdTd0P+ z>hw>UZ#lMkYHiEbUAps=k1YzJ-bXdUqpz}#^A}M0+g)J%93aS(7`{iXm&&e_ubcy- z@!peUD+MB7$FceE*MfQA4r{+7=lQRs8ZatN zSeUg>kK=SfZU|3#$g%rO-uLe^P#cVuYioySLESf{#*mE;lFsu`Tn`{z)7NY|i<2^A zxWc!Jz&9w+u(iEVkB8KW((Y%+8P#N0bF9b_Kbn>wh(&mB?{p&Rs9_CsvZFtD8$oo> zWZ8jMpn^#VSp1ft)tHWS*n;oizPF9!kiS7J5EJep9D*0bE&mj(Z;9%nuRllPIlfQB zYIq|5WK9zd4vSiMtA;DCyt66tn=DyT&wGgg7}}{4X(cMhmsy9kZo<8-qgnp&Yz_-- z#uhL-bj!-5A#~HuV0iBTQ!*WInN zp}PjPKsNCe`d;zfyC|L`2-g7ZHhTQ#l_}JoNUf6PPFGYV+@>?N5L0o!e_$^*l`p~x z+l)Yq5G&`fr^MZ>)3seE#0l&HYSWN_jC#g~Cz~Xp2o0SM7>Wi=uMsJ=gOO}Q3q>$_ z$F;_`#?#4mx9ZMZ4&OKlhm_^ zd>@l2xBY~Q&7uSTpq9QW{XvAx8M*1`VaGdV$hAGNxiyCSyK8yzMBc*tO5L#O)@dz& z%CUZUfn@>FakXYsf}01SKKXMH`nSBm%rWdsaV!!D)M~0bnGiDNS}0d;sBAX&f-C z*l%QpN?^W1-1p{{+=hJh*1^)Le188#eMcJErJTm5L(F{ql2npt9iXYrm5n!V?KUHU1`Nr9 zTuSrK<5^d)C|sXHH=CY+ik-Jc-UuD=Dv7xX8#pqtweYw%=rimvl1E2VxuUeCu<+qE zs7hw=B{*BVgQO?MOW4PbW$OEs1A0x#L)%*B(tq{iWO~zS+Pj-SZKhSD&;Fi@bJ?3$CO)+9;JuBLFzK+ulerpn{LX_3 z{<2UDF6{D}hH39Q>2Kh2qa*-Jswl^0cu3gnW3lz7X5(96w~#{9AdDw(-+8e6%W3k4 z!2cua8yq)f6AIqK!TkSWoBl(N(55!np?&wxV@|w5FUv z%tQ^5!*N#4VPGBs*``uxN7{l`p55R=7oH+qK!a@AMb8AfBk-3jOw+?Gg&WNBlCd^vMj8P z0$!F$`mc{=_D6+qbG$7+EYN9Id*zSSG<9sZ=7ON5$U4fWQKn-7RcM7d8z1@`YaI%t zaP4rvY#lQjqaZ@f7nc?%caB7Xg|E(eJ}xi~cL&WZrRznH!SQWP*9{G!%@CA#&Mkjn zSA>q6%lIx4fbPaEZ38b<*jh2ym}bMN^lk!IDcsF%j9SKL$mYedUk0SSaJHO3|^Wnw<192o5B4DF~ z<9y5=?*F;f$q$F{LiJ2(xh0bQD%#mTj);}aqON3&!fU9nMaKO3!05Ao-NBAPrB|nI zQ2jT~BU!0_Cp5)&6aIZS%Y1dz!=e(mD5~iCFLtYCUMNi0{HS50P^ddeCPINM7Es_k18033ve(-kdB_WJ6*{e5CIGZe} zV3tNe0epAF+Cy>Dgb?^oI12)f)5Dlg@ZE75+_V$2DR<=A48wK_SO#f1dj~nYnXjRD z*!oL}6>^Y`{Tq@Hv0yciBsyJNbKh+Gwv||L)A*z7K+3p=I8A8dF(_;~UjHA|EYkxf zaE*TB$g$px09jb{kavV^lO35KvoC(M==a_1!pbFo3y+jnjrS6<-Y=)zI-EEUZcLCn zDcjoK4-HB33SJj6VBH_JLD_N}5X`^>adwnVi+^2m5HZ#s61JG0%V=+@)p~V!e{g|! zEX$setmeRXG^5@T4?)z5D} z8yba$8`+jFjW`R6YqpeRZ=9t~%(ACU@$}-eXBw5_){Y7Yd`}V&V(>-EU+r&%{?K8D zgL|cBqzAs}JF+$@%9(0-TbWoZt5k_M6CY3gD2_{u zHc4=-bgzKEqtdkxwHb?;Hbl*#x=Jr9hGsU4MqL-)Jo_1fsvs~P=Bb5~$Ix}BfLxB> z6E!8yn3daR`^n+yAcIm(;$v~69%5J{{RJc`?qtGSnY=rDf^Gg%$S(i}5))4>wKWU|+-<{Gex zhw+_H&MD~cSI6K;B>celc6}dIA=Z{&5Q0fT-Md8?S&MSr=3HWqfb`E-PEn|z zmI~%P?Wr7jKK5hw5f~W?&V}+nH_d{nSjbX}UVf}lRD$zL^Ys=BBq8HvoM93|s}N=A z#P-`qx4|*T^SnGDzM?@m5WM_2{Xr~5vQ_&>GB&x!9*R8s)!dqKhnEf~N<4SznP(bU z&roz+A%%^<8jDYByP%Veol^W}quQMW*Pbag6j<#2*>kow!^gL{r=a-`o=SS|t?6Yl zd(Oxg{yQA#X||RmEUsDt zv2VEdNSgKaM9>8WR*1Z?08)cIL6=X@-M85gp8k?zi}MTzFT?^8;gilR4}Vdbn&BI!9goktzl@|Egt-jVV8H6Kt8rdu$M zg04&JR85T#$fD9l5F>Kd!S8F?^-n5*PqfU@dmDS|EfFK z2*W_52o=6DqVbFL6^cN@`;Xw?-GfSCs|@DrF*rTIaNzK0t9L!k!&6{49p_9j`=nT4 zeD5KetXzhHafAcKnEbonWfoEpTLS(O-*hJ`ubt;-^gy6EDy1{#~!aZ z!JlVm@}qMobH<`rd3WYVcerDoClzf$UnY>(!SVRhO$ zF%U|aMK7kRg-RvJcr%fMV33(6csjpQuHT|8--90u8kP2cVPpeADlBgN+SeZK8Aj|- zc0tJ|B&%J5qedqT+|36t7l_yGc&#x_^uzJcJdoSvHYfM$Fzl=!$G5rJ5e;RK( zFT$&jRC#Shu1A}1iI9z41Vu}H`L4C^>5Btf&qL{LR1B1EwcxHC~l$Vu>?QO2FmFCt~bXR z`eYRKi3HCTAQWs>1g2lW02Lf{nNWiZ4G$PQnXb{lIwke8jgCdtGMw0E;59RZM-`v^ z>Hw-Y!67Pekp1h7aXhKMEm3?h&Lb)AK8q&IdxNeCL>$0!X#%_`jQQ6xrTN*M+w6S&Lc*5Rcr-biG?TP1AmX$ad-FO#uRD;!%$!UMG zj5xRzqfRPns4|)-_-RTmZONk7TGuWo&agN)qxq_w9?Z8)O2BxX!(1!%F6L9uHC4UQ z#Aj;wX_3JvjyQWhs>A%&xJ464c3mV~xHmrTj@#8VD7O7=%2n-DVtF z{W4v2jq#rBogA=@?ETF1jYvG5lLN%eLpfjC79(CJ)c6>@_SVThev4i0`BDE$kU1;& zH%ArxL(C*($Z7O^mT14?2)2CP0BRc*NZkZ_(h&}Msvj_yS}ohZCbRy`p*(d(VfGFB+oP@gOJ9ldrCc&IRq2~$GAgXjobGUks{RJp!tZ|{uQ;-+hIn02H zXlYN#`(T~9xw`r++A-t=Df*;FI!*1!S(K-OcJGVXj_Pbr#OlzY$Kc4x;#tP)NTPrT z$qobW8^^PszObd{Vsk?*K7g~RN)9jOWXk!HNE!YMW;nmLx*i`m>)hy8kAwpzCO47R z*6#GV1w%A=U81laUT#V;j{_U`?v8Pw-&rC)^U+b%$;O|KI{)x1J zZ-Tv>9vI-x>n-@{GgQ^y#FD%&JOYpet@_)KRAys?%IY&8I-Sz`vEI2b-W)btbg?HY z?|p-+-+|?Omei>TCUO{x3Va<&IGheK^GHnURpWmDukU$yHnRNd$u(FvPW8%;Wt%DG zhGXR3%Qeb3#K*t3n*U$r^?wy!9Hh*oj{hNk{-2W8X|W05ctH05Z$rSeu3Qo!4_eOy z{W-U*Re^l>x(Tv4gSeBa3G%P*-?wenOx!^NCf~n%mWpIGO3oe3AX>}{E9J_Q?;kBn zmll6wDByov!}CMQ(vA0?eZq9T^L>3We_mU>J>Eo6A$mV~__WLCrkKo{@b1%kT}=N2 zy7<2rH@oUS&PVd9Xl_X`im{e|C{xb zl{Tp`#^Y^OJWzc|(3_X1a?C2J6a_;9SXo$d+R^%*{>A#KjMbJ{Xf|(q8yL2rokE^L zHD!eIFA<%6@!$PgxTXgi9kgvl(6D|z-oT?d^@2=&J>i`+9Z%S2G9LEHkB@cjDZE?j zO6x0I&Z}{8iY|Lj{-}Nd5E?ZyxD=^W{*&mqmziN`Lo~c2hPmcpu;WJFB;AT7@Oj{) z03so@G~IM@psb+O*hryg{=?%^NSBhxp5kpSeBnp~9y*p(UGddCF;G{4=WrF0SMzy)cwMyYA4YG3=U><%2zo;C?%}xtx%YoO+&{ECyR{T?#|t7p}4b716ReY-Gu8?!+BYZXZ4zL0S{I{h>1}__aukb)2)Wa$pM;j2caVtzfUA| zu00o{ta46_FT4aJuteAtxf=1(9IEM zA~!Z-aA8K`ZKK&2y8{bO{z4H@&Kts=pfVFBHkM5?8mMtnKxjOKM7@iJNgaX?^Y?g2 zSEa7zR3Q#$d7?ca2oi2RYj4X&Wu+Czz64NKfyOiuNFp@^6wse?E*r+^f)dCW?{vkt z*z3U-JrQk%sPswyITRup&2QeHgjQJ?;_l?I+k0Kru`?bS0p)5oh`+ibY6_Y!hzO2G zZ)&v=p93(R$(EdA&Cx@8LGYp(X?l8UEW*ZyHTu4UJ+%Ga3wimMsaf)q5D(w&fVF?= zejBk;!K2Utm@{;Yc1HZFG%-#12p1#w{Ko8{DW7=H^4efdIB{x%9QQRy(PnZc|C-g( zK93eEPKgP7jdq_Op_8McuW5;y+>fiGsrIvM;qT0xp~&43%W?7jmb8vA2N?M$;t`ar z9!q~MrABf_{uCP<^Qb881?DXgSM$htMzp>3>#wzSpd7j|c(a=vOtppb{QDB?Yn+&2 zI0gf+YohtaQLgPInj@!6V!!p|mScW!k>tmYRflrG8Fy54ta<+gjbg0hCu`1SC*c36c=U02Z`b%9;(i#>e)XqmHNk8H zg>kqEP7GPRxExFO9aILKMQ^@)ZSXy^_zNhSW}?)g`xM11i7kI;kYfE8^=`13H$3~| z9q|)q$l4b)LPXi6Yg;nc7`eMCUk@qkI888>!#sfL^>zWn8m*sk_DLO{8b3(H+1`6H zNChsb5X)h?Vog*3-Y%RB+D3UmGM&BwS4X$SM~4c>mRXkl83}XfQI`mAZm3V_m5?Q! z6Jr=ZL;4mMl-fN0;^Kf!#fb9t>FGx58va&8P%c1)WN11<`R8SZ7_2M6Bg2uB z^^U?*(d${p-DYcz`B$3;mg%DXKFP4>;xW=bgLYQDtt43tX5OBZ&onl!1Yf&hF$8EZ zh}$^_#M(Pua9eRw)(GlOn4FwWsn9ZDyMHf;^uD^MjG`J8PjXDb1d6wn4!V&#)A4~M{K_Sz zEXO*k8nEJNYWnLbB+t-VI|lx_c}Rlk#xHIYl~Q|DFmFBK3k8P!wC}B-L+ZGGI;fC= zyI`h7>tN2Rh+ezj8FHRc71H26o`8CIze{V0&2=j_{|}Tc?OT*<&Q1%IyY#AdFA}hd z{$M{wu6~w>u5r`2(9#{~RQG_%yUaW36H;-9T$$fpNe)$9r`oWZC`^XXTz_X@W_i{B z?jqm!6eIitv~sHlPvMm%#N_j@5uO-6Oq48+p-am~vV2(AEUCaLa=9^(+SDmA$fWP= zp`z1ja^1*$eS(|3Ph^&=PrAp*#XC-GaadAeqOETZ78q{WoCD>#c1Pr`j^WHZJA9&Q z`JEf$P;rul<(mYsVpO=;`!1HE;mHodmc8z4eM3**B)X^Z<^wc^u{;$1r zd(8R2_RhV-88Pl{jpf!pZS5yhGcrlzONW3TLB!@)cC2;9XvOP&PqnjJ<`3DXc~rAo zNAqA1Pch3HMg|=nGQ>*31YL-^hkJ*@<%opPiVl1HA*j%IV)quPcrGU*%oCyf(!^b} z{;(lHKCvNbRGGG-0QeD!B{r*J{&;$CFo8m8vBE&^LwsoXQ+YTwQ|3RaGuFa5zoo>W zQHme=>mY?NZ!vg~pg!S}F!9=qchF&+NrPxZ5)q-Y3nAp+z@I5G``lFb3IF^$o()vM z(E#IuG~$Qnhn(3cObp;ci4coCB_Gp03U`D$RQl6u~D@LYCRj)l2uC@AE$rJG;s}8Z)f;wM%BE#a% z!MmK6xm&!=pqr@dH%{P~+ym zee*CX8G&Ut1-(FXcz(;YlcF|Rw*5VSI&`+OJ24iY1ROTp^o5YD4ysy{mVku%J4?Tj zxI3|HNT*_HC9hW2oy?~m^8ocdZW*r6|jrm^H2kDVbqmH99b4jh6qP+xW%1iK@?%|pFcj{XuYl-$(1C#cf-6PY{W zybJY%qHUZczcn8%pJo{>>xnX;Xpfp?Tn$l_)>fO`o<5$r?|Pr>_K5j4209{uTP#+( zT5*uBKuZ9fau^;PDvy-$th>SjNtOnSsK}otpYEJOF+rJFC9{~}JgW{!SXf@{Op;xY zyj7GoT1THOE{9K@Jrg1g^SjT=17B%RjmDc19K!=&hm^=mMTSFF-Y}9G z?2}H*a5VfLP!>QKiM|EYbT5CX*q&goWwzT=pnMTk{@PQW%Nil#j0E!(q9x5w{cv$yN@-}T$z%U7Dw zNNcZu+jYa?p?2ZOB|Ful-~>fzXwHqJ;MO@*y4eW{Q}1X856(b5D2Rzq7qBnn*Wvws zxO`PPDdhM3d8`D~0(N)%zJ5)A>wo(9d^q%U*+~zM(@`!*S4uF8H^U;Wj&q<@EGl^z zL@6JNiX49G|KK>(U6MA8V(yp4p$mxM4|1No))|RLm6}J4OMO7@oE<9?vCG?rd9ZS` zU%Ps+3gK?(>|ZO~D+~N5n0p4AxXk$Wd03o2_T1h2x>*KJmsLI&k#rMw#mkJKx(UD+ z)kre1pYTiUqRBm*HLXAA_XOh>M|Y4^tc{XCh8a0HI5-gIbk_j0J!G~7kKv(LCme^H$aMEkn~IM{lq7|*9JIBk31&*{Ww-laRp>I zlU9CH=ttEl5f;mv^In8Yntakc9Y6Gaxy&OW5ZLaZSrRbh3Q_X^(Mn}Lm(dN#I}Y*V z8mP`ShrBbRT{8W3c@>@^Qbv7(-^kQMuw$93ZB`$((*yk?PH2pA8*#<>lG-O-oIp+P ztI`I<@IiTmH_I_#Yc#0{K65RQq9C}4Vog2UYKivg2~V#D=_Vw&l~Lzu%ljKGNH4bE zr@Mgrnz${>xPS}Y^+dS>vl`J7IyZL=nd*0l+!v?C1mAo&*z@TkeMX22rCgwQGEn9I zp}}u#kC&FCl=OE*o&O2-OxS>(gEmf@K5GObyxP?LOOUL!Oc*j-0AX7#&T&HcY~LPJ6v(iGcc?x77j)HFIS@EA+uSgGOa%OY973`C{MZa)U^^={lng zNlnE|TgxuLOr1S|Yop^n0~pzLf>?^$#dJMvy8gAS&RXi_DqJHtsY1>MsP39iz;>)j9`Q>8Z>BTQ{0Hk1k+*@3Sr63b zasCcIalwKYTm~p-we+CIiR;FgFvlpLon6a&ebPET!9y@V4L3^v1(;3CR@H6l9KYEQ zRm-f;{qEzNzm1I9LWYT0a;~pwL}=MiGlE*Vcx3YvF!5T>81DXYHeUxStyCho?2)x?-TYH*4VPYz#$sj_fv6K=%UbY8nRi; z$UsZhb-6&XwC2<9+)d=6ri2gS=i-nD{)pfF9NJP+Im}XHxzti?iHv(LhV?=yF*M=0 z`BF7Elsg4-@tuHmv;*?P$L8Z~p3zw=C$6BMHJgE7^?ThgLpv~3dXmv+i~tqZ_%{TA z_IDQP9DuXgxJatklzRbu&0Lu@Kmi*nKp{)E1j^2#>_3Z}ELc_*H&|9Q_r!83dsqI@ z75ga}=K`~`DFqS)CFeo_Sbg^L2>Wc6S_N-$g<6gK&JyjUXvr|Kz}xX`0)g=~Hl*?N zCJlqOoE)}x6c7qrJL-P~99(~l3cA6VlyT*hjD-%%m{AfRe8sdF96V9M+FV3Nl@H|w zL6Q($wm+Ogm{!}F)IYv)BmE@9olYZ6)g9kP!0ue#r377nlCcl@zXKB?!cX|JXawMH zudtiI4Hqo4_|V{^0{UX1L%`~a(s_lWvkpS)rjmf0-hGbj2ao|o)!blwy56Mz8>wYW z-i3}JaQX4EVCzIQYCx&^Q2*x}U+E4py*F~ zXAJ9t1v)f=x9Uw5IvPekwXlVT-QrFf#uiyI6pJY0xhZS`8b+A^%r0BmmMXe7DSwDR z-+))bQsel}=*gPV+-*ieT$|}sjLao-^1;NPKdz)6sm1lsC+}_STJKl8j9{w`5S{JD5IuvL&&)FClt@Lo*V2B z53Y&}MuX8I0m4wko_2wj*{0d(y=N54ZcfW=|2`@|iTa9#P8>X>z^~eJy=FQfr$|={ zpVH&+<=13-Ezc8LMEyv9d_BLqdYlfcclWiT$6w2@%Jg950t01w5y?1Rn$-Opd>8tD z0}YeDGpxlA>^vjZ9)?$ zwA(KwSV%=6K{TpNx8MGQKzL|gah)YZ3~d%3!P7MJQlzn?h_9htKlh($5ZadoJD-7p zI>vZ0PJM+G!nJg`Q*)SPLb1~c7r-Xn%3jOh9Mjar?6bBO0V}c~33f9vbieO@CDXD- z3lK}e27-BM=u8T&JJWh(P4zBL-S8=5brl8h+wFg_ zPke=RWioqEo5x2m+KZUk5J2E72}fHoyz5sjt)=lAgg-N$MUP<6z~k%D1cdBL1!>M< zJg4{J-Z7$&bq=*k$1ARpgBKo53Lpj`pG7aZ0!7O~AqTcOPe}0NS=A*q>dKVOG~|;Q zydr27RkWv(f0frjKaVvmZ^rXzC)J08mxr*~Z|Nu$Fb&CM3RT2*xD349Shykzki*2vAnC z|DKrxoU~Ofc3$Lr(K(E41+EFywX5fV+hE~j=z6FS>UesnfgW~;LVdB;X;2uS+7!NF zP&Cvnuz<5BXjIRl=~jDT-mAdAOyV`&(TOsa#NrYpD^)83aD}8~C2`6UKc<1msI6l_ zOR}sSK^q8z2FzEmA0T|vNg#e~%30@)!14Ka&A0k->RlB}E>2&I?v%Ba8L$D|D*THl zxg(XJ*->1>#6dmI7@3)rj4d%OBO6ut3({h@(5hro5JTC*8c9|ye1W`xze$<~;a#|j z`xHNkb*>QgXOOLkG){jru6fhE04A`hNdKx-ov&gPq5o<#p@53wd59LLzq(*?wM{fB z3jvXyy}TVAk?Cft_GXBLt{@Egyw5? zN~ctBt(L302;KbN#n-zY+;zHNO97}p1{O3VI&P5KCMnVP3wy47M;-F~N^ezMoJE~k z)unEKV6_>Osglf~=h3RIMD!QLuDpvoOl)^1@);vHeD&^c`;O~Bgn=}YJ&D&#ZtC&$04$czVB+Ft0;{|7w`fEuDM1F!zp z5j`JZSw;jHa_VmqGk&u%4GWkZqr2w>CqWyDg*<8Ugff*jJ0Sv)zg2H>f*)0y@gt^l zfmgz*){$qUlRimnqd)-f;X+RfRm3d+1aOP;K>{o(#KOQX=hBD(+3}{KM1Z&Y50#kX zrFe*|e}AI)2tA=m$@=_VEx{lPn??hA$g^Wf)6|S2tc!ELNMUWH7*iMDqlRzYgryy( zq%5=49z3A)JfKgt!rjElvUL-c%(!_6yPmZ>7blGPAhNZ?1VY)tvv58o9q^QQn+))5 z>pJ*}`rht>zn*fyH zY-u7I5dTdHbMpLe8Z9MVCh@WZNdjaTswtcVwq`#_!L?8HaXaYrADAdXkZK`+j0PuRv zo%bemc!-T1OKdohqpAAL`a8Vn=wWWScnLRIS{DBb2%dt7^*^qqC+Jib7tj&Ez2_*;iX2g zD5PkhbxMKKnaaRCHr`K?Fq>zK^2bduWzpXA%pZ_dGwcsS$Ne!JZ3T6LPF#XUtHyk{ zf@uadppOQ@ae{#mm=p^4^Ad>laXB;(VE2~LM|BQDo*Ejw)<6?0=TJT}pV!4gnNnEm z$GiZe01JGK4~^$VVOg7#p*XJ%`6$M%e2%s_qU54iA zU^a@X4ONXLdJfbYo5Uf=%O*Ij1jx53FJCce-RNYZ-RvzLDLO7hzvRoyUn6?NDpx~D zzE9v~Le*L?L=VV7D;Q3d`~6}5!H>YAVW9_!X=h?~JKs!(5I|%p2=;WA_`x|5$qf)n zP>8={L;cV?2J_=LuGV>^GlkQkq`m_8XV5*?(7uG8bEgj7md+U*;ssb5w%4P zs~FNH(iwn$HDo}C30eiZM=b!Ix%!;(PpgLCin-(=Kl9a&#@xMVcj$&`!Q~hcR>C;Z zBR0jPMmOcy@0|a`)i(tR5_L&W+qS!B+O}Ul8qd-Uh(FU)=0agq0<<>@cmgJT> zq?S9b0G`A5b$EQPMj|kow$y29Ib)GxO|q`#lq*=z+gd{)r*3wATFNbK0}oN^h>m~nQTMtUY`*8fCvnea8OotnxjMaK<++EXe8Rlo=I=Iw4U!n z=qud^u5~NCq?qVxsPA&m@(JqdFu<34JgMsDz;8zi3p$ICbqZMG9hk^uVw-v-a zzrGx6;s5{@_~tM0jfC(P8wn*0>f@mlJ{uHYfzhL`hBvh&b;obV5^m6sPsHmskI(jI zzWQ$iujuQdVoOiq?pVJT6h_8`dmdv$*173{` ztd2r%4wq1_$*SI0Of8akO_FjszwtQu*qt$IxR~) z%?7wec}1r_8~X2a23S z2}6#sJmU>>LjXE;dxxbv+$2e9DF;;J_vXokNnUR99kaM?kxK9 zWx)GzV$fbM^VHdM7w9o-8QxMLE`HU&KLN@iuXtYcRILBKa=FaD+o+qqlxY`OZHHKM z7Mb5f_u`YJH@!ukf#G9!;(p}H+OGB1u08eZ8us%0i|CQ-M*A4vc64TY^O(;Qy}nfo zFLy+T*VR+u)h<|ub02bk0oUSE?iKV4MCTK@+V)xJN>8`GWg9^lkap08C)$Ot0F)Ed z71rMMkVCycw~O36<#ugRcNH^wp4)+Wj-P?++Xx~}G_B;!_R|~ZF#PVu=~(G$)jjI} z18P>-)QRFF!0<4}bmRM@Rpi1KzEt`3FeOY1(^!O~i+8I-e;w;+++Rq6qZ*m6?mj)} zPdL1^?PboZ+N9~ts6-k)k`7!DGr&+k?oV>~cmL#L^*OD`%|%OjgF5GEyfSFEy0oMT zmx|s|i_xLnBlCnN$YP0;4*P!ouQ6rd4qHMM_P6)KL#vIaNr;ZavGpc{>3!z2Afbr| z*C$=3<%bE6p6!cQD{le9v$cS;Ou{~fzP&KN9hNIZ1BRtmJw|l4rHir0H#rml$+&ze z?k|hzf1cX-+>eB8+5MDv-YUE^-*x$T8~Z{(X}|P*WICO(9vo;9-;W&d zh8RvqxOj5lJcH~#p`u?n=Ts@}yz?XT)Ts`kns9Re3v?j4yM`IHM> zDm^BGj-X*e*Q_ulqJR!;nE@CX6D3$>3TiH!B(K<wPT%{*mk$MIVA zB#~z=$RCFIm!p`_Y`eP1Qm>t_<)(EdhRMcK+KtsVI;o6fWjuwTyt1)Pl&`U(V_ty| z+Sckkk{zP@y*J;t$D0=0^xk2EI;(16VZUao5EUcS(dFw{GBAo`<cSD>q8c1cToP*4c;kU@i1#wX0mxm0X2YfHG zfK2ntutoIWntz!Pf^7h`?3WQzREp9u!}$lb&@hX?8Li=%PzY9TC$`5R2sDatNy%@i zVB%*>7bD8FpRAOSRLG}uB?@$g&c4IkPHDqh`3$fh5xIG~E)v7C3_?`_!&+^t3-#eF z&s9psldZ~53WaBbX>a7towiIk_4>z`RC|;pr!la``-i6ZB{w*{`a&MfZrC!uG`!b) zHj6=7Q>E5zGvQqV>dCA7|Ai!1EDD(z=l^lJbrX85_88H{o?c+-c;LyBY^10H1=E(1 zEzE<8He8NYr3a^%2OTj#-fCS5b!Bt@7)y0NZBTS2n~s8#0{Xh6zP0Oo$sg6XsPj(E zbWv9d0@+#mtuia8`=5+S*>bL5k6ISRrw&GUXX-==DE#Nq`b$hYh!>?QXAi=q2V?h_ zXPn-pZMGXefkb!pTOtHOMSSIL%^OVoT$`_-EIPtGWhS*N{Y#eXKXnPJd^G>$+DsYN z$`@^kSB9T71Db(NpY|JGQ9c=ET?dTzOKp~3ahx5gBPo)pe#(o1O%;XHKdgn@$u@-F zBrr1oMci_(-e%^uxhw`k(QUP7)G3 zk_XmDSQYo~rp1_Ep!7DP^}34F<5XqFJfpkbP>Hr`0*J9yXx}%`&69BJK=U9eL=mVm zo8}n_LPQbtLU7?*G^`l&ep?5$k_n9=IF@*k%+qo7=U)CPXx`sdR5%F};VW#GpD*pn zwL7WIpVJEgS5YGFQEiXOISArJy%$yn^VG9Kj?u{#-{uR05~JHpJ{_2+h)#F!~xWa6OvnAqd`Kt5a2ye|vasBOB*m|^mnP`7)o zV%tiMy($cuL`b!|jEKbzFELQ76~DOS)G`Sg7cnD@+N!T@Md)KK+XaslamZ4a!|M#T z*?PDueSShBR}oqLub(|G#{bM8k~i0mgR1=7@wt-yYQfNwyM4e&nz<)I<6!^u=pR3j zH{UOV#{VM$F1BO?D=?Pkj#W_VAOCLun-f4;n3GXHLAii`9v#aO7?NWr!=o-w*fZa~ z>xqP;WgGdk*B5jnmN{VCCTTg-@W81*BO*vY4%9RX8N;voEY>KVUICk$}hvTlcwYA#a^HuzRTR_u-kwgd9$Zi zlvZhxh+DIJP6tK)%B-0QaI@K8QdP%5)vKjam;}VLgN~H7Q;y;|tz#r`MGim7Zm}=* z^Qv~T$jlnv;psf<|6QzBG9p)Od+5n2k}`6F1Me)x)347}+TxpS#t)8Ha8D=5Z2CD* zRp{BT{UhJ$jq|J4oalZreO=+ujkF_ZV9`EK=`BSg7yZeLP*qHg{Ar$1>P4)T? z1x`yi?fD;ELAa80^}tvGR(3A7|IOBg8Xmt?7McW#sZI=QelJOuJ&_;mehX6s5sT3j z5)_STX|$lS#7iS56Pa_7PRqqnJ8Y0TD#))CdnJwl6{98I4*c$~?zpS#_AuBp z*u37X(5Kk-b}4Y>L&0aBUH_za*1Y(6(YQ!2M@9}Pv&vCa``-K+VCZ;0W?`sUyZwdx zWSaFp_<9CJvPBpiDWA`=@-X;iP8m~>hIMMDK2I^h068V#ZoKaHIAa@Zd&8NYA?ueN zzc|>a{PId`=Y8fy=4q|?8~wFJOch%af~bot64GIn2vife;eW8nZy-lDL?U|B+OBlxJ+D2r6k$!Q%RI$T+C9n()Ds= zN?TS~(h2)=uH54rA0z7v1axwN}S1EiGBHl+aIu_>1Kyv*KQ#Gq`~I z;-X1One_P9zk+$Bd;6sfCMYbh(74Q0u9@Gpsg=%@DW=9$%HfXWv#S=YicK*}il`D= z;EH7B7Ni$EN*Sb7QB7k_yiS?_=w!BXmkY+>7SA+1@8O6EVK;+2(k8xosl+*XCa zE(&xT(jTYwRwdp}zUj&>O$%|0F3q~S@NEck%*wg25EOk%%H<|!$~7eOnf3QQ-OR({P4Ooc(&)X;;tsu#80Ek${XINshGU^oK4;#7Mg zOi#t-aXnlUEa%V?c20no;usQo^?mB zs5P~nDqs>tPZ%`&!}%hl!6W665zlf&d2538^S~;bU~mUUO7Lu7pgtx9ep&E2!L_Q| zI<-iXB{!G0wyv(Wii%3Q2KoRbviZT9bkTA`)o|Bilp;iRZL%@SnwG2~J?C{$2*;)w zRQ>yAjLR1W@=WvC)}kN|Ey5%Te$0WCc;;>RpVUMJfuIXQOn=!R`~bPY0>c*om+P6@TlmH7 zi(cJdKK>%7Y~n{+{Je>`Sk*?hS09z-@#E0LDCq+>E3xh4EaxXa$_Y! ze50TD)9433docXhZdZzU@_~Gs$05pS3}jOa$laY-jSwLEWgkeJgz4bRq!bCC{;&YW zc>u>G`8UbyhfD73aKzY`_PJ04-Nu7&er)r|BQ%Y7Elk;Y|I?sB>jG@ZA+x66ge3qb zg5Npw4_}b=pGGsRzkV=k&b(z!uhO7khWp5MoglV4x+n>uP@XTQVqa<-@yB&JlSg+V zZ1WmEg`a*uO4I<2%VvK9?2b_5Mt((%3L|YsXsBN72Jv7RTB;x`W5s>)^~wj9bGwWe z`-R*D--LCdVo}6bwP~YLCX{qpGl|-V8H}^!Ug}}a7+-_C9l79aFvvM;2VpH=I?jO0 z8tro-m~28`u%qqaatZy5G2W~f62=hzNYu_f(WfWSAxw634~nbX%@F8RHzL0FN#jI$?%)EOgcUXWWJ+3Rc97sG$PajEuh15;qzd}zp5SVW!!*DAB&@1Dr0>0dQkFQ z8?|31k9U5Q5UW8-Po)7XdxTfz1e6@S=QlPkzI^0Y%i%@G>End`*;eg6XS-T7M8tN@ z@&jNs?&ZcWACvfV1wZfDjcK zTZ``4GoyWt@0^7PCSb!9Kp}a)+OW$rsOXX0ce2XP_1)pvd##HZ_CSvrPn}y`Vs30*UYbeaD8JKGE7lTUPfcX-(qtg5bG( zp~Rx+!^YUD-wg-r^T4*_--^$BnWp+0yh&Dk*rrw=d5*uSzXwb)Rz@y4R$yuLsI=jn zG%j_f&2N@7)C|T83(c4kvVV%o7PCqa$W4RETRb5KLH+0rgN?hAl{IxWy*BH_18o3G zcovBWLDAn>Iwcf$)!Lv5C7Y}1nAb4JauS$05?;j!9e8}Q1PBC>E*u~c6Ps|o*_#8v zIija9w&M!MFiVbUdA=1Jc3oxm5qZ7K$8q8SmI0coh+$Z=17c_AI5|Py4!;ru=xRe4 zv(lx|%PY_WMog;KUr*8stc3!5-t!;nJ9Q?Jr(^7Pm#szVL$Gi+WXFaVo$bSvJl#cIWum#Bx> z$o@!f_?*vKJShPiREHy#U$XmT|Clh8G~$^)^8aY@;c-tqNGiHoPZ~mIB^v;mm4|-% ziXRrGD)wMo^+@2KK`9W|9W^#@^0l=!SeeLZrd!&A556kBJX;GnX@-^7)0e)pAZ zu>0J&@EYp23>*?SA>kZ= zP(H|IVh`UYPp>+dRgfZPx-X1Wp5o$Z zQvKxHl@zDRY}Xba-4xutILB+Q?%EFQOCC!XkFY2kwI<_(2-ypRFYN(CiVSm#hHDK5 zD>R#DMSTWqeRm7pIkPx*ar%B3QXdLkQd7Y=Y_gu@ErO5te&^h}rNj^IH&-9h>WKD0 zRLRhoh7{6QQYLx-;@R13GwuR^A1wM$jL2_?L=@zF{H8DKsk@Ceu7Hy0N~y2ULw1U3 zHEa`K{WFOyr0n|jlK}8_+k>S(P`s_ER#4JW^V7|YkZQHaR6^<-cA3!A&9X=rmC(_R z26dvjNE`~{1!+Gn2rNIW4d`iisMql zYj}3K->WbEpl;wZ-;~e~d|BUMr3~3oVcb{NU-JBB`oc*0qm0}%aE%>ZehX9ptX)GF zn*(AuFR>eRwTS>-hvDl4lHwW^uNpQBTu@mda}5ry*z0-PMvzShLl-}ko_`_)7hKa+ zr6+z-tPvQ)ms_W2PYfD7h;azxobH}Aj2O+G|4dVuoeD*cDCe`tTx?YIx_&RjUucWV z3I-fnqGzR=J>Hz!>mS}AM`xS1pP#BvB+w$kg(7_}=5T;pCB%5Qss?EI!Zx~$_YpVk$MwGBrNTTOwy#+IC3Q_G`a#S6TE}!+>yX-Si&BUcgvYeqScb>w(JJKp8><>G8|5p_W8KjLvX7F5 zan5N!pp}Y0FX0H^rY2PyFTkI`(wbNB?B~w2sy!^!&n^9EuqhHZY|(LYa%8nrOOwz8 zqH1GGM4#uCmUJq!^Ln3-vxa-%!qkfelub#KI00-HDd;@N<*oT^E!(p!g;tcg+X+I} zoxLssUwhz*%RnCgU&mBXs>&V3!Aa$qY7QwXfn6NB79Wbir{}>y>96(vbJiQs;T3%) zbFv{a)Md7GQ|`4*j1XZorAPf~G^1y$jTWeM0RSwr{hI(|F*719rWDAQaliYHLGP>WXN^qtVo?0ANR6|84pZJh%j1H3-$mFm%I+s+77hr2;d4 zQ%LOxSkrv9g);aehm9XBrMv2K%KjF`=TMS$EevTU{}Y=!^dlViO$XFXRD6o12U|%g z$v|Q_I$`p^n)Eb(Di#zX@Ic|v2w^)`@p%1&-UXNU_M`i}%Z2g0p3^qaPAk8s0&rTx zJFjdaJSM+GxgtKj65h+u@kL-Hl!z%WA&4@XFy3EwhW@g>wK>pk<@2EY86}?Jt$ABt zSydKKYHp7q1#l0~E{9=%*wA6p51eHUDkGqy-E)D+{T&^PO`}?}`57X`RCq;YS#9C` zYlk*NJigb*J`d%?V$k{+1U34x2heQ#ve8YseC3Iz3;k!}CPxPj(Jvrgpn#oMsGiDV z@}Nw>S8VS&YGiN^fhPU_i!gcN)X0UWJFyd$rbz4%(?1XI8``5~R^9*ZM1)FGH_top(OMxItukKq^o2c%K=DuqD|W4Q#Kxgo|n$ z{(KnZz{DprKa__=Am1Qlj)@5@&Kpw8xhZ(gdPnip=$DG9`IzBB9fFxweP4e2#S3#0 zpS&9^2G-7l@uM|1kWi@Jiywo)-+8dPAbD=bgVN-ByC%;`a+l0M_F|7Dse_V{O^a82 z*ED@aIZ7AoLs;fdpL__X3m|?c(v4vu?%AXgau1fdAcilcyh|Y-=SNo{X}o0MzW*v5 z_mzws_%t{R@erFH%=Jzyuw^xYwUv^n3MuCJZD}qpNNy&!w~4HYjd1d2_IZT?^ueg% zSRD83k+cfkO=3BNT}`?!;T(+c)D#K=`QjJWjBoYa9taWFrN7WUBT!)LMr-Eah-wr3 zeoo-w6so&d;-pb&;3rKq&$-!5ID$~rhG2r=jFXWCt{DS})-`YY^yxXFBRY_&A>f?q z97tW29@qawWAVaChzAdri+te|L-C0G?oinH#F$}Zmp2+-Gb@Ro2p^3u_&9mQWE*v6 z01;B@I)&5*ZFJZyZMY01B03+lN_biI}r&E{(hD{9t z)|YsVz@Z}ePtxwGI;ulRJECIFoUjauBK{v0C8X8tMWePi;oj34Sn$v74?PCoY;iQG z?~^@8W(s^uA`Iq22>}8uzuli;rSavmg|c;JbWJfC9#=@@q2gqdh|xGFL@c9RW-czO zE-np*}HccVzf zA}fQ63EQSok}5Y35-JxM(Sn7)`+VeRx){EVKd-WMBHosjm~aR=%z{-r`ZvW3?{SW& z{b2odMjA>P5~U!sZ??%I=KtP3PjQCg|1`HWbaS0SG`W_1Rv5ufTmwA#kLi+3lU0Si z^2;x)*AWoQ!3a9AKSjoO_E}K`L1x=rmOz}!ZyLBxSSOd77y8yna0yA)jq75)L_HHb zs7B8jYCV{*fZQvq$L3?wh27>1t=RPq=nT%ebcl-Xj7pF9Y-BI50kZ; z@K{-JeYH#dYG`lXHk@~B9Agc`x(qT4$JN1wx>~q1o_pm9;j>pOP#XC}{CAqx#(r-I z=2Z{5@z2kUY?NN3k@~Vn5l6{PvS4VSj7HgM5C}Zi?xNNju)Ev{cLTz75oBOk~Wp3^)vhMaw;RUo=qx1e{v4bi<*CAa6KRft+i=)d; z5ReNu$ET*M^H8C|g-B&sZ-wzN5?e&J43j!&!_ zj-{Y+NtI3%rodjgeVRYf1f(}eJXF1lgsMu~z9{3B%CARU9CBZ+rSl{F z@31ihA(Vwwq1obL3(b@a6B1q#*wWKP994N6lc@8AKPb~sl@P7MfK5U5IgXFrkEmBU zCd@;x*byKJi0hj8s`zqsWVDBQ)ca%q^2K?QTl}6?9I+I3GfV53TDbp2zA@8>slr@i zAC_L-%HQU>#Rrj}UNr*Bj>d}>L%QWz&T>_-f3Hdu2KKSgY z7v*y_js_90U_@Bc0;IPAgz2h<-&HX`J__`W=Ka<7e#bMT)7GLiTo7z?QeESbHZ7h! zo!=vWvG-wl0q&ACXFGp$Oq>l}nbf}>ey_j5d3&#Pa7MugqtSMlRUKm!G4(M8qrqR~ z>8ObBd`ENp>c2+#B?EhGjxUEd`bqtAx6q9W7NY_KBY18h2$u7a6oEbbn-zgQb1@p@ zu?HKzPk%?=*#7KT@C?fVf}Y4?WwoJ_7bK~VTfoK{eO-D)*n*Sh zj;u8pDLbO=wZ@5f1tW{Dp#v3U& zOCY>Bx6*CNlGv74;At^@RxeS(5B25|Daqc?$~qSfwc_J84JCI>trZq6i6$-G8uy!d z@(jN^sJ(dn2pfD7->9LZsjVREa|;_HL+HE1CSXC+mdM?0g+Lxr=XLQs>@q9e_2~CU z-$VNWvm$ztPlAtNY13tcMTHt;a;;kYgQOt>YgbHnq@f-EPh@BBz#WAhZDkI_XLKnV z)dR=QWO{m10BEA%1!Jg+GZ9k4PfjQ4RAo}!;pZ^uAT3Fy2@QBvFg1>2doQ0g_bt%8 z1$N86GW*>#IM1MP^_`3#zyp}PtM8)+M3ahxldZI9QS=Ex`{K$FGh@S}AU5_V;G)Is*X#5;2&TNbCpu>i26CRnFbZ$!=VPi`B7{v_&{48#HX)XLUS)s2J8Z()}A*N)W0iEE#;+%QwsB)!6t_l_L{w*DAZR98xWObw$~7> z?7Bn-0S|8cxhT$7*5^ifCGmg3B=nuspdcdIAtts##b_>sK)f}UzrJzSfX4Rz4<9oB zr!9pX_&@onx^Y7G`HaYauHIpZv@6xHhl0d~C3~bu5l__83*15DX=ewCgYj>#mZst# zYoM;pS?&%!Qs&vu1`+Bd1>To0EHRII9q&0vRi!YOF_c}$g|0t3WG#jG{xH+>qj9?i{@}aS)R^dQfqDT+PvGowtH?tLLKUXn>N}0 z>sKe$1XZ!~Q}F{y17fa|lKD@Av5IayGXhSQaW+n8qOVR z1t(!k_|JJIJckLJo*5CzZ}urD`Hp0Tr0tfE$VuHYX2;fx@G=IAGt*4Wb$%T620f4F;L|MB$@4&E0V+Oa_jKTA_Mk{tGS; z#$=()|8bZB4n|h?|6K`IdcgcrFA$Y)vaD%BdNoCIo$qB(#gij4w}Pk<#ZDwcU8cjV&R#Zg(Z$1y3u@&!Dc zwp6im9r~#l-%l`E$1;L$y^Ll_r=!6CJ6bx3m%0&hJgrIa{B>2XI_ z(KgHV#CN~X0=LV9c$DNA?!<9)=iI!XeB(UkG{#{+Qi<#kULFoN=1eno2j>jjwJZ#n zCSt7X5O#4k+sHTy`7sJa>yM=Kf80nEDF8NxWX(b9IvV{`DQQmzgAtnbX7XddY+mm* zai$WF?!xYzXqc1sZ^LiLoL`=!>mm{pJqBLh(;`Zp!=Ak_&n1X3LPewZlhg&2M`$vh zwj1D;n7Sy9#e7})6;is$j2!_}2mxbDI}hJM#&6N^`dDg7&Jge3dV_JJbT93&?NW;x zp16^0)R}Hbw%>goOFSB0sKPB7X7!8c@+%9fb1MlF)0H`c#?YhVwi&EXxLdRAay(A{ z+q&BjZu`R?#qK9QTiGDh@MiHeN0=j*%P0DVaACL#zlzpCVaZ|%)LYbBPEBJ@W6omE z_{wO@digzmzaY~hzc5`zT~*e?wB@peuqCs_uw}DFxWHKDUiDlpcfqqgq{Pik5{8?( zJ5iVD=rv%GrBYFr&A-C+vAS0ux0HpsyHCkrLf>gS`Ap}wUyPI^I+OCDefV(fuxxL* zvg>$TJllI|-f&(69@nlqKakvM|L&ow4P`oC@j9xfOh^Ny9}Mn8SDLO?UQa8`@540LpObxUX;}C`jN3Oy)=q}=9*%g_Y3qm6 zpm*j*bleZ{Qw5DD$i>xCJqp=x=x+;=c z$gAANz?pa^7rw(N5}%0AkCLND=P72$Au{A=utpptUo~m=&dIZ3U7xXlv@AN)7V*!)Nn^#9ldlt0(8k>~=vm{+&om@}roecL0r_+!bs;a}OprY8|=zXjv`1*C#-NBPs4J($L%`ulKBuS7|RJgpq zVU>=})+G^?Nr1zP3dXuM$!_9%+TV)hqGu-!$#E@(4HoBx)8{w*=MVP#e?dk)ij#3c zP(+Bp%$C%-A!$(_|Dtc0N1$gn9gG@O4oV0z%P}Ytj9R9qeO&9ogce1i%)4JDY>1lz zxbW&X1X4*|$a0bjxKl0loLW_mble<&;jtN57iyHAX0kbu&jSmAdVb?6JDENNdRE=V_ zBrDP0;uX{RUl>UDuu`6yZjVVAg5&-yAgHV3dRrvwT_cyLcLZkIeO0!QO0y6pZ-cTm5li|3ONoK7G_V(W>?XLJ>71Jex71c~353Z1_j(9oh7r_+zUFmcB!rch;pV6GVRgH`azvv#eF(!(SNI2gnZu?y6vMSQ<8 z80tjN2x*`Fd;2c&=G-?F7O6JzW!=v7oP>F-iiPxDb8b)z zxHMop=UEfg3Y}%KE2hn=5IS6F)gbGg?|uo{$C~J09EhpU7`8WikBO_Kn@!bW(jBLw zlO)6xT59V2hbrvR&*3w><0o-IOI`$TNB!A)$%;zr-!VfD8%4>#H8Pu#;NZS@wm|y! z{%{}Tbjlz|6jo+HkrWftY%gY%%Q{JO{^JZA^*DqCQU40J*)Lst48HorZ)T(80!=4r zCBI7Yx>?yt2$>dHrnz>?lS2?vWju{H(Yzmn5Ce85=I!o-{JlTdns12F6pOm+XoNJA*3h)4Ma~K#|2$m5F&+9d*(y9A_pRVI3liv`01}m6?pbhq2JjQMV$*br|xhy4_A7d2X zKamsy#Z!OU5xgQ^m~t#P=0N2Mk@wxITq*H1hO(&gcpcl8`Iw~MLpF~OG5KTgvX8G_ ziRy+@7*SNUugMF18crQizDkIH_vbfd!{2auH_T!F{hb_RQgMmhCWzPQh9oSs=*N`) zbeo26cA;`-w@yY25ZYQVYgxJ8%C^4J>sK;N#eN~+j+6GA^XUfC3KfPc?fVT2xM}gG zu~I%6kxSe()<^FG?(*Fr1}koeweFNz$2ICt*$I+4$S!|QEer+TV2&1?!n!cEWHq|E zQ3TX)C?w8S|H5tTWE!j`Bu+_b?D+ITm1L+R|B#3H4=tFu0(zp&bxK6_f6^)w%g>U8 zxEBrm7HOa2E*u7D5kV~2!HEr^&%gwKT_9HL!@BM}P4l?WMN@oEF8+CNV+yI|rox4m z=4Orl13Nv?F+VV4`Oj3Jjv7=n&*10$;s&ey+pUa#mU#EOB=L96CKw2_BNp0((7y-} z8Pv&k7o$A9NFZDXz~U#}%zW}Xm7he8q)Pgo(*s5_8zM%TgLEe68M7B?+3+Bmpj<0Y zoS8pou?cfxfqQp$h;?hO03@`g7lf4{X_`Xj$Af2Zg@3Vz)hVIe)j!7_s89$mL)@n>-jVXq@8faO}jmnKsU|#p4BoAWX5XFVLRw>4-d@@R35znfzbLeCkYhq0MH> zRHUk>syXDOdNoG$0V}xut^#88b3;qj}ghGUu?)+8DPA*9@f#rT1@BSQ~R{r zl3!SU*KlH{wkhf3+pft=sLyaMx{tee%%YCNOqWwXSOp-u1g=*(I=27oVF3$PL|L<7 ze{*bhEUmaT!TM=!CF)Fbnhk0Mdq-NgK0MYZ3nXl6y|TiPX^~LE6l(75J@*{5vO!FP zHnoWSF%7{!eNR*^cX0{`YPF{9PqJq!IgCO_is}o6yC=}eIYKyR4>{5DtJ!;fl=4$J zy#eze&y}(RCmI~IaWmdblVFq|m((%m@{*l&7Hse&K382qFF^jqO@i!i74QvH9z#p0j=a- zf42Dn66zo*jGX#Rjvs;6XNwoa^AnvX#3J;R^Ml)n88w@%(~zqf*EZPi`kDA#O-t2; z&BU_&rei=HKeo0v&{288_>?m@z-AE18dzvP8|RJzt7cr)8-YpJ4miU@m(3; zlE8nsMCdR30JY09IFO-W|A>7DMcy+xQ~&jlM2f$0-+$kaMQgr(-U=#O4EJ3;pgC$E zOkLl08)uX$N_ZRh&$E^-=Et{T0g63F;;-<{ZX1aF859?>sa&=cMzfB#tRDk`O2E>A z!dMZuDtT4kOjk*tGA-T=y$d>8-mNv{D}1I&E>@}qeJj!o@<(+2q%xZ1X*%%p3*D>a zK)i)ilQkpLjWc|#5T;2up2Wmr0SZVW22-m^Gw~naekBn)uIgVTl5#=2o06cxid7`f zthZA!Jb}Ft#(zQ^Z|FJD5WPIh1M(xymELd$w_ovu^B@C+zH4^*XMU}Y`4v8op_SgC z$KwW^m`t8g9*>;;Z2yThd!GE#s5^=VnxZi7YlS=D?QKM1WRPtirU5Dr7uBCKk8K;L z<7qpgWd(+pPQhkZV0Avh$sSR;boSWb+QL^&*G0@1_2UCUTEsmsUFx`c1)#T}4_nfv zR12Qg+Eq;Pm|R!m6mEaI8L&sW*q*h-kFj`JuHA{yiVtkiN@ILg*y;V-8J<-l=RHx^ zoIZ{czwj4h=?lgpK<(fXQUwBi*H1jpQ;fkF=?o<4TX88T;;nux`~~0+{(H)vzLjWR4@|3kmt}1V^ydV?c1fkP^dU5KpI?_%cHh z9Aa;mGkFXIgppVsPfPeYklv98Gb_V?&tKNCS=89w7+n4RGJv9g)v4cpyBr z;xoCy-bm>kIgNKJ8*6BvUB8`|f=!jDy}_Y1N#3LypkB&}8#^tL0Yr=*?*m1y`h9!j z2>IY2$*-X4I5EN-Fxm^-V|i*R+~b3LN}AM2UZ?e!F>{p&`YUQyb^iu^u^&M-deAxI zot^%4foiR+zCyEZT{;HA50NlibfgYzIQW_Rvot@erajsKpMl9 z$JJWs)1)D(lH=_BFED!1Gf0SL_=MBf$4d}PM{SQ<$!CeeaWpy2j&1Tg7;gP+Bg5^uXLKP@&LEz|Amq3fqn2HG znS!lMszu2nh>_K^BNlp8yt;0NQ`#;O@4-M4%2iG`RzB7R4-oD(NMLp9owh>UtLDJ# zd-kAP=3+Ixn&y0O4^dz~Ct$S`tD7bK$~~Kq$2W%%$rbGH`mtzzyQ^au(;KL3tM2sc zV6|+=#X632-kCgi`HylL$d{|Q0#mh_i9k# z1}6#&F8X28{8=twF)Xa{fIL@{P=8h+4~MAlKIm=h%~#%CZuF62Do7B*J;6+d5-stabZ3;faR@1^zi<8pC4rb(2h4{miy zMFY(UOj!v!v4hJJTd)b|Xqk!iVDk9PMYSm)ulS&A{0286ZKk#R7JHY3mW&;`^7q@H zjRD*0-RR4l%YJT`FOe?ocaldYu*|hLe@%%4+pil*e9vTC>$~#-G=qY{pF^b(ovON0 zCd%|lWq>jAlywDDyFWVK3_QIwuJ=`1}YgZVDJ5DH=(6PsNrcd#bv3F;_4xd8g&>!|LKQHVY~PnVmUC*%^(HphMrSpo#Tf zx3+UYd1)|Z+^*t&{1DO5*`&{vOt##P{G_^Phcefb(kXcfh>_t*Cx;!rpzWGFV-t~f z901~DO{RA^N7S4xJFoq9xcOk!VFW>D_60~;P4BaMg&w7S_Vqs){)RQO5RdRZWjA&87c=dvKK~i!ifr=gtF3Cu_$RDc(2WZ5*++t%b6e7$FTQ!-K`yPg%YBgx8A~D_D z{co@pHvX7byj=obC#FtF_Z;>Y=;H=sPCwV*chCLt&n?*f`*n;hAC|SdB^p9H@k8Mq4 zKo9om>1y-WFa$ATI)_?(Ori+Wsgr5q-+@I`>sJ{>?}cd2PrMd2Ytwi0Iu3gf;gW|x zQWi~~U~PPvJfE<^xhQU!4NIOhfH$52NW}=vaF0|bcOBGX_Ki1CbVm!8NrXRPl^{;t zg7FihQO~e}4>#PYB!h%ThGs_cCJwLZsOytPCX96xT5p!nMO;V8eSYK6CKRx`NzpY! z`Ww>Wv8E=sA-SPVbK{q~*SFYrZueFrun8xcuQD=_AJ&@H3_hgFp79z8IC0WG<1b_x zlQKJM$i*=>`)iL>-a#A9JT|!@{=9!G)@Tf0qSa5D2aW%C_>N=4Z-BGQ^ym8QJO8HR zq@y6m0FTlt#j(9j{n~zic2{REL%5NNvPqu8#>Usxb`nNa(5&vicN_bQfqRyG% zTm(n=f<^x<{$<|7uWiL9atNHK2=@GyS#Z1O6zPY9v^B7Q-JPFcU~f-^gKop&J{D2Z zO7IVXIi;Okt0*fgx*Kgl^`Lqy?QSA=dQvNgTHg^qbP4g=Er0u>0$3M|Kr7Kg^qb?C zw?H!@)$%Xac)yHcUS;-fOFu-3wM&QUt7Qexe06JU(zE_l4VAxTi>64xE$r4aRsTj5xekfnl<0Emb`=4dHC`s=|)1y5jFwJ3 zvC0a*x>;>R?VQ%KC>rXjF=@h*ciNi#o(};?@;MoJtKE!1*ZX&0U`gQKYxDJC#J8*D zuss|+e8jE+*q#;<_>*-$+LSGSWUCeI|08(aNU4-pwT|KrtK$j!JW|3RQWwWHy{XAC zv8Sd##=DqAQ9F^ou5D>{uD<>*xs7cvv?R1d%q*!0^FFSX4v)j3`Ca-eGk7ghyqev@ zF-FM)`=U=vRDt(~3ruQ;JZWa}J#-{&%m7diUqe9vE_yE;7Lel-s0$JmS!lmaZ1iM8 zssC9r(r%DS>8LvFS5{|3{}!#UKC(4i^NuybhqC^5mGGBHSYBe-#QAAW%hABmqv8v; z^~#7>Tp~I{bjk=Ei(Far=P5Ty2(+){j;n1w!ShD%@c*OgoT4j>wsl>}if!ArZKGmU zY}-k#*h$5<&5CW?tk|}5bM`(D_q@$EdmCephpFDj|NULr%8Q)6I0^v1W0mt)9&IK& zIi%5E#t?|VFm~(gsRMQ<4C7hbH+ps1B=!wg{ax}1LjQKXsN{sL&P(yW78~@ZO#pzq z1&5m}Wx$-X8-@uv6XD#5XEdd!Un4pF#H1clq8}*4!IXp*xu32b!$u)Hvo@RI<%?N} zpHJiQIjGVD9WZ*< z^$RktW33b965$YJLxF7YUQ$>UlP`VKvbJg6=*Fik7$xqHAJ%|5cwa<=r16U^>5A?w zx&SWvj#W9JczLz8lcbg06Y$YA2M2756;8XOO$0UXP~J5QXR_OTrmuf4%2tE^RHKq* zcCz1u`ox2|G$-SkeX4}TjcO~Gu|tQn(v@j%DhQ7RUc^gQ2pG_sR*DP&8t!d;riLb zYo8~wVy^5M@L3Z-Ruw0}cVBkWxfXot_c}_(PkV_FY%X>AJ?912ik6<-A3nhHMRMah zWQs;%iEx((Lb~Rr%Cpj`Y(iVQ+kv9>GRYb3F*?Z_^$<|#Ha`rXh;iYz8UCpmCfv!0 z;VvVfW$yffbQup;U?aFPD0$~w17^n@`V3fE!-5HV&~CU~dU&4?+}J|)h^ zZwmH*Vn6)=Bq0Ceo|FaPYp(GJP{5_M5CGufaB))Jq5-@qkh}o26vjIMRkKqJzz6}9 z?LP=EdCFTRKs;ql<$KESbuu;kWB~w(AZ#f&y#R`o;!1$*_px3dfVY{x3h)X@$<_Ps zl=5`|R#0}P6#YH`4;UL0GgnGa9RL%EtmGVJ6qAXXS?&5mOuwSDaZcHBVAlqmJ$yoi z2&9h)l!bg18j1y)1&j$)LMe88CRDw`cS_~q;pOj^*I8q8%9_9R@{ZkQ`xTgtb?9=} zmG_hPi$J`?)T(#YM@{4BLk$!ZC8Y=vQj|7!iv)g2RL&mno4l({>E0ZQ9mx^U{}*-) zF_(JJXsBbhh+QS>qdU5ut1FIFk1pyUqr8g@nkP~ak!j-I$01hrfGf(Etxe+@+Hi1W zwFER}g zcl@SH=(9M*r`5?jO1mUFJf0S~Cweg6x$m!ct7e4{WS0@p#b?wA7N;@pKR9)GX{(jL zHL*>Vp#3vbnt=M3(Q|ZJT*C5zr;$Qp3TV}5)StLk`_t3O$0AiC8x5O6zy9|HkEb7x zfOHp&mA7UGhn#?S)30iH*aS%ma`KMTi>ySvouVZ%kI=hmi%#QEf;lfB@6sfKhxcOJ zDs9ROqh6z1orbbiJm0UXxX=)C>H?!iJ;9;-w=bwqaa7ds(E+)>$ZHCp@Nb#_?$ZFt zuKX@NiJzuSC6PLc|A3Vdd|k|n7!?$G9!Y+f1xZL4`7RWDoKPWBnHYy-QqO=O7%F%L zI6#EJUt&_&fHjQJ%vcS+$G>F&)lX1`EUpjL2$)t~BXEELb>w^2>Z`@GUx z#Ul)y=6a(;NqK4yx4MICZ~Qy-Gd6kHXuhY}6MH0gNpZ#+Mu`QORg9GJ1oYFkI13$_ z8Ce_MXHv~GiyVtx{pABO)G8YIjPi&)d6>hy5*afG*)0)bhM^w}N0lbC^u~ep~NBzfiLy4`?d|ae~ZwE{uU;AG9;KT2nY^ zqrR%}4jtCS=*DWd!ufBA`$=rw!1qsK4I)iXQoJ)^pgIge1EDcuNE;zqJWhep4qEuX z5p?R2$Resl{O9t>4UOiS>f$X=(dpH51)NlKL_?ZLUHLg+l|?j1CUgw^Xn0;qP)@x` z{ZAQX6$N|&-F5MPi=Z;oN?f~X`=g;|*q8uXIuJ}^%u!yAv}h-msG&+w3U)@rGR|mz zP7oe%2Xq?CtFmJp&b!f`hbXdWGss7**=77#@7(0KgrCt{-@L9TSi}>9g zUJi*6CLNL#iRru>xN1zZFv88KHIE=$rA6BzupM>@e{UX(`Gplr|FoD8G@Rm73HF!% zOPi)s{FRI%w^t^SJ6(63o%(8R3~gmM+1`FYwqEp0r!jpF=pH^fEQb$&F$H;spmToTY`XG*k9wB8=m|Sic^(v;HQQ7p#5THAlJLV3bYWXT zx}KZWCN5z8U2?_P+rcg>z&}N5EPRCDM0}BroGg7ya=5zA*0tmh=a^f;7#+lkk^+dR zE`LIusq>?@m%PJZ7t&H@3Fp}fU1Gx2t{n?H&~!N^L;k=!wKM5r6PTNmyIS*7FzTWD zJl1(7S(li}rLt&gSjH;mozKq4z(a4c)u~|sCOZ1jQ}LvNHQ9C}PDemzBuSm*FEpYx zylU>(vMdnj9caUWVLb>t3^%qMv9^BKlx)NwK)Z2wLk#t}&7*sSSji!1HkXX&Q4KtMrJcw5$j4*S@U!#Llv}r>iP! z1BVs36AUz_KY5QxcQetblrzzie}490U}Qo_NRyIk7`umf(c-pCX7YNypp=^l(|uka zPDT4DyxbZruG9!l8)y51)g~$KPq%J4KK>{r7S!mB43%GhSN}y}9K<*vD0AX}2L$1> ziEf?+dF?@Z0~bPr9sp*y`V0f#8KRz-upnQ4d08Ao?w1QO`6bmg!_%=Ltn_22@fv@Z#=D3{O zj=}9Y&`sqj`}2xK(ZCH9z{CirTDOiKFy&O_v-7pP50N>-`K?!}swrii&Wh8OZ z3RMS1yhn}XUlB!*JU0O6BA$UIAI*vPBEjCI1b))ZHB+!3w9C*WqTtY;> zrzl+X9ulL#u4&H)sV=dks;;4BWk~kuSn@98{GuJNw93uXB?-r1(RQjCyV-z=-4+si zm^O{9qD1Hl#`Em(*g)pGcXZP}SkthD6NTt;cT=~Pe}V57ZA*pQ1pg6DUUmk|;7LSP z6j3xTu_Tr?Vo4P=p)1q-{zhzIVP*E=7^bG44#5I*J2JWx2^U$rdds> z0zZ%5>^lD;ze+QF71n+Ue|b8LF19iuX?vVeX6?xzV>>xg8 zD=$yEXvZwCojk3h0vFy^UZMUnYYw4OXqa?Q+?i5@1!dZ0;(K40*f8f}nGND#P92gBbMz?xDn^G1J}{x%1I8j4E8=sj%nR$cA_Z+i zHsBUR5%i%E7j7jJMB2f^N5`m@+0^0VH#Hgi6n(xCOVtC&z`b22&EwO-~H9t zAl@lmEaeH$J2_}WD>rUx6*~b08$#Ubm+*S4M>&`J6j@jyM3+@AZFdp`5gPbq5W$}=9CJV9{~N5^0t5A;l|Bnv236KvNZ zkwE7zf&=uiIoY55&N6Tc7Eagd`{Ch1EC(L|&wnvP+Q`aDT7 z#)?mJ-o_3i+2ZZ)Cf=?4@@}_nTj1q7_I!oW*z|?AsZ93u#8;E;S#_0-QpP%Y|cdDm-WpV&t5F9u+9YM@^9U4OT)U7uqy#%z& zyOoK833`f@hqVxi3_U9*+Z?<11n}W~3wHY||8#DbKLyX5*JK>My=Ql(WEx%!{kQp# zED>H)FW)Yu>1zzPy}B753*q)4L=B&r+~9FCFa$aJk+CSok@Q-2atZ@x-PB;2daZ`C z#@o_~V%xCD#bU8w7g|A&>#eLyFNl1uA`5%zo9yw954VM>=xtu;W}y+=0N|w0n&%-! z%^=E}BwSUdrmDLC1bKZMUgFsH7mB&Dpi;{79f~X`)XA{X28U3Dn<=Siww%ULi2$d_ zdq0vlBlyx;SB^>5SBEsmb~A<6*ayWCy{%gF5V>jb(E+Pw5T$m3;i0IKnx(N?#cWjry|BUf%J~m!b;Z zf!-8zH_Z4`3_S7O*O4Y?^R79QaIm~z%bmz2pQ@BC;HY4f@Gt~2u!o!M;>*jX^veBf zu>nYleu+Tvp>f~$)?I~3@lmgryW#3^W`5-I4#u5cpj+aJ1a_0YC&oG0A73fMPzu+y zn4%GZjalMqwY)Rp8ng)xMyeelCoWFWV5w+1sH?GDy^EUEK51Gcepqj`9Jc{!{FYJp z170J3s3{U4=uqb9T}n#NLf(+Q30V||i~rJ6OGgP~)%1Ztqs zj|8G{1F%L?qD@d?%SSZ~;o1|(=yNP&EivT8WbuVQ_yXyu)u>bpBO|tN&OH^2^~FAJ z`2DVXDAm+#YJ&SKv&^}zt^IV-_i4+$`|5X%Nn#QZojhUm9H0(%!YMg0`RMdCYd@#W z@FI&^Bs~(6;vs`#67QABro|B5(8s`W%V}E~!s_@Xwg${!G#ey~h%Z{xnY!YU`LbpW zes^j!W?gjJ>6m1Tz!o2+vK~uTR;D?%hA~-SOrTplTsKC>s&2BspNYIPG1k;ZX{Bu-vzbT9YR%*~*QK zS^29}^{-T~2v)6x>;xrYK`Hz-@wxDX;8bmvS^AXC*Qhexhw_x;ge2ZY+f^o0J*8A3 zW~uB$A3?9^aekP*0$@bq>L|_A*xs(4RX7hUD@aJ#!}Ro`C=v5KMlImujAxe4&LBXL zx&6y`bopeoP4nb;l>7n#@#aNVLRrCiin^$+>m)W&O!i0c@O~MH#?56#!k%!O%U8y| z@at6CiugeEMd@?F=@i@w99^oaFrd_cCK0BDy_V^`74MK+`=5l%cjPQCFwZnLD!VQ?78V*S(lwaroRQbNAP$_o z7lE_6;OUD}lsbu%+*F~6bi%HaG-0N8f^P`f1VI-~)9`0<|CYCAJ@$pXI`a~NjQ{>A zDUbUuVDHcmFiqn)hzn#F8{L@&hz>#KM084~d$^5K+>ib75$r6%XoPx3H%L71P0QvE z&x^~F^bg?XRZREbEvv7UtiN(R4RD0Qa}U_FaWLtQM=|{CWX`dcZb&ypy$e8DDhhSd z6x#NBcLm!MUe&T^T7W(;kE+}SF8C~xF54NM-6rv^hkc|NLFnuacV&YUFn#^d)PQmm zoR>#l$qlhLmLa7tFod7@;q9T;Q%x>IH?E7{ zp8cfH$w?dA&oF1}koWI{Z}TZ=23z~&Dz6^bh`u#(-%OL*YD!zgAD=7(I4%1$6gd%L zTdEWL*;nhk(kzr`$e>D8rF59UX5K*C5f#b>HMz^#3eU^qzld!ZmH zo;E1175v_|kh^lk&9@2#{F8;UO}D8U{n&_!P|Z!9%2~a2F}&k>S8OC%`T84z55)QP zcR8k+zf3sn@!VxRX*6V&x3;&{Iv1911f^I?EH>lOgTHxm;c4>2Kc6ECkF7-6$?JTS zQt;iik9TtCx7oXL!j2e29M~?!X}EQK2l^=eT4p+nGMIHxbQqabp!8f{I_;+30Ni#|w?t=C3?Y*G!{2j%+s$r#y>c zu=c%Tsa9P81bj<{BcUSjMcdTAM_Jw-baEy|VDRRyI<65r9~Z0mn{@=DLU8xL`+{+LOASL>?9?U0dRES&NwdfoFc)z*yKh?YBNPkO2 zbQkl2r(ub(!v{`z9xVJbDAZtvB3>xqAY~2oB9yw z4lfg&Ucovt1ptgTkZA3gVYBG*wEfxr0?9^R#)YX2&z4xVtkjxEh=p%sUB^?`*T=`# z*Hgz`T~kv6yK8?2mNpv%+>A_k-w_2-Gr<4>*ne}A{|{-nmhe5$_>m%bb6U82 ze;%3+4(sNc)sDn__o!qf@aH%m)J4`Qdi`M%*k=WsVnR#?=3fCK^&b(2HGAaU#O`FP z3KR}F&}zee=S$(Rq3LtkJC1kVokc{yZXgBwpcVg0Kj%RLJzLjZ4^MMvz_wVvDL($Q zNmP46pq1RiXO<-_7f$a@5ccoWWLqQM>j1v2Yf-)6Gj*yu4h<0YQQkT4Tr)TF!y~ab(e%0tU&c>qHH?nJde0s z8q6V-5L`y1Mz#^Qywji#qrdbyh+bwiG6!>P-p9J;vN&5vA?`;0L}$l}$6)TelqOs< zKp9&?X)ja8OplSz8Su+n;;h7qASFBfZSnVO)IT(lE)(8halTKnd9p~%;7Qx#em|B{ z4FCFV4hu$R_p*9c2B7xLG66gpQR$MP^y<&H$wRA_Ke69;3Fx_n2|(NFYK=Dwg+^sO z4-cA<{*ADMjPg-oxgjyWhJtIj=!!u!0EwmoO(%*v4W9V_%(3pN;_}R`t?}S^hut&= zg+H^XZe8Gx!AK2%JXfGzR`tR#sjZ zY0Sl+>?@H2l#i|GMa?z(=!&>_k~L#{6Y&u{DZXdRYrgQ55ummrbSB!?8{30kdY@*iT4Xp zXlH3FR@jHN8Dmebs$H@hHw?hc6CmeftxxAEjIQGn9UhvWX7y{hcj zHvA{k;XzyQmM@GZ_6-aZIsx@u=Q5F-C2ukKf6agpuS4QDxadrO^obSL+iFrjl)sXb zW3r1AN=V&osrPi&+N>rvCigyN-(5btrcs2$Nzu4lOS$B~^&#tpMQprd`2$lu9}V@A z8#K*7&lpjnjILq3cYw61T3BssN7(&aAOu~X{aH2=zWfL6OXJ6Dj=z~j**tYmktoNs zL#IYV1qh9jNCMFz#7&@BETN}WeFL1DaU-H2Kxzo}LX8W_2A2!1Pt5Wi6xx5J<%3V^ zLacq#sF?;MzcH{a%V-ReA~=Z*>ehR zcjY<`GZl?YivkB<$`g4OdSns)7C}ua`@h&WoMYv^xWG;}_n96vOHlO$x6Fjym9!^q z(@_Q47RA2s=e=l~GTp9W^m&^=n%E!a2V_7v2ffc94>y#LA7_otzhA7$F4Ax8Y~9yF zmsbAs-ruf#4h;VUJUB5uP~g^M~Z__ESb) zMHy23<5>*Vb9X1H)yo?`vbD2#dXdd?^DxEH;XYEYMQ|3PO;Fl0dV6`g6_08+>L+2b zh)Mc9=>u?j>!W52xbzZspUF}HJ?+@<+$AduqTjLW&hjuH_cvOq4p^aVh~hun9dWJH z-@$^iZLjM*CU}y5^hKzf;JTDRKk{$*_U@QZ=~W#L6;h=)W58&(=qi)jAw&&v6R($l zcA$-@@L+`+8SDcWY*H`8*V(a1M4s)=ExB0>0mXceB|N|MC3#sz zRKb&dPFAh9tFA5Na9FcyZaqqZ!+4Nc=nuaIOHyKDa+0blp4a@41f8I=hMsXb9c>l! z>dGe}d@-oYf5i|S->CC9n4W^w_pKE$NIAOw&fTm1AX)zt1>yJ~!2>Uli;3(1*tjfu zLwcZUtUZhv1%cF{+JJe4Y%mvxqCnO!pvmBga2hbtUv`eDHT^Pq;5m&y&@=gEYO}$# zVn9S(jA}p}OCB5_)I+iQ-Y)$Z`tG_KM;$(UiOH#=QhFrCC#^*t2Qp#q53V=A$vAPJ?(gA6L}x;G z3&#ST7T^;;Q>j#0C-}QtjoDJE?##%@b2WU`6BdXG2GRAGf}Wp|m05sz9cXBY3cY$T-W~o zqE(ls^?8$K`F>x?4f`&Ng3|ErJkOHwk=D&>tYSpkU}XIM(vi9%_jMkm`PInV6#Cp9 zHv}Ai{FjP_KRzDukR$l-pCB#Ak{~fJukQ;iqsiSKW})d&H`1_={1PlRsea-^z+2mk zz0E2f3vjQET{xo|l70lkD5g#P&r^y~R*(lV_qjvDID8V1ErPBdHc zkmN4*Wdw8|d|%vzxE@L?icUD0WIXm@1O~XzZbDuUqZM5#tS1=|%Ng4^k}=|C0;oq` z4YH94h^rdmFyTcBI2UpwX^(Xv0}U6;kF_9!2p8Xt1tUY27Kx8TBSV)Kor|*}gB%qH zlOiAy8yF$qcMg*H3~WqNo5H!hzDYf-n;@MfT^5}*!x?^Gi?VTRc0e;Snl#6M(gf}* z?K%eX``h9)LS#jpa;b2+OTzM*du`$GVYOSFo9`7z&3nq@Vgox_Ma_S6$nttm+brYF-!V=zk<{a7F9Tksgp#C4awOg9D<&Js?&!&4_8~MeOA~3rApBIs)e`PeCFhp9`E6A?VrBoVwU;q#jUz^}W2KEuJOt`<wNdqbi9tfE}VNbe4B>P?-cIU2&I7< zj-^qoLM?EWMYRy!8a%Znm5#SOMRvi87}^XGxm2A#JYp~zPum+mCID!>edmCYo0Io% z-zp5=Mb~Ntfo@)!DuRZ6=WzxNV`|fF_ zdaqieg{NT3WD1wMUptW0ob zVj1*nlJ5O8yzC8mqyn(l&-vkc5HSz(X7GUVRiLL^kn4$@L^Q2(h-|QM)NV!%r`Lhp z;HZie0pq>}hV-hoEXclS>)a)-tOUij{x`8izgj z{~A)yR&7!@r}>F&q++Jzw#k>Jt*mLzB~Yn+T%SUGXR}El&S>OpV|B{6S+6-A@UFXL zd35O@{Oo`Cxv2qvp0zrx-3reB64Lk4p2^zjsdC_z3-U3tq~uJMwAbQ;wOPOO+K2IZ zMO_K-!x37y#n=RSr=5~)?mLzadNTGSp7?F^5&BlQ(UIdfUplS`-CX5@d`c&0ALY|l z^=gK|DcV{l~ zVcoc@EEHG;eRd+wb@4GUSJOjrPjFOUM5J3ypLheMOsZm>Z!~Aad0Y{-ji35yVMtD* ztR`0OjJECS@7Il|KgA8(cnng}ZsEWON%BxuQ(_&lpcSNEmc(*pNEvO)W1K{=&`b2U zHwY%B`-+2yE;Q6f=7+l-Xc%cfew$@C8hc5;Hy z65!8s1f%NqNw=^Z30z*(@)?+ua&gq&VpSz1w`+{Yq}SB{wH)%pYfX;lc(5SyiwX1+ z%HlwwC?!ssC=`(L___Ks%6++r5@qY1Vwv@!vIYV;)eX?+*ZmzNFKr0dthScE4uzJS z+H{UHEl7ahaWCNJ+@D9ZX1sK-bz^EdDBeRiZ}~^ed#s=e1h`n$FRIlCdFi95gtxlGc!PlXl){<6}oz1`9Xf^_qBj`!5<@f8n;A7yQ ze?n)#7uNu$iFQ9rn{L#{*7dfq3z#C77DY7ID;2aw1)Q+&bnCL~_XF~Vx`=v;)F`M( zpO(C~Y;@t4rb1>Y#XahjxQ?M$SGkaykj1|Cq7)`}aT!N6QEw@08WU%J#NSgsau5C* zB4_GPm?KcS7Z7M;E}&y!M_ds`X#=z^$SW2Q+>R#9MHMIoo$2s-WsP4sv3|W_%h5P~ zFn$qT9+{pXttgimh_?pNJ=)r8ooJ$_oN`o0j7GMN7o&E1M==%8yJ-`A70YRU zQf%r#KC{j}L?n17_h(EM_Enkm3UVJ1b|jo4ITZ44@A`R?UEdPAN?0-dy6N<=Ej_>f z{HM6X?dg`Q`wm!`Fy55$vy0j{l2PfXtbbUKpi;4lRug5doG1lSMnX;N7X<-6f}}iB+iVJ+?Ud0-idiY{H(BqIuC{)u5%Yr^a5`lEsyUFF7r& z77T}I%$+p0d#dc6h3(RlR=Q+EKIt((I0w`B#@mGoleG{fNn;sU^s8cw44gXrbU%zq z6pVq^DBaFH-R>Y!-Kw!jtZEHdj&4K~5FaU5jA=Xa%ol%BEO`>yewf}X6_p^~R=IIfbn25wJE7p$A zZ5jUiEx%w?q=PE>ZwV^BH@#}29PGxj!M@&;kWmijYTTUtW zDnJt6h%l7vu_G-uHXRgL-A}4Wt$lx<=Uu8^fS!=LqOPf{qixCQr`IyJ&$OJ5_q!>O z$5*Yw+*by7K*)zomE1(e+ENX5&Kj)!9;mA z!y_hf0#%0%gOmO7{=U53QI=Zk!i~Pa=p(z1A64O@d+!azxm__inNl{V9X$owH5$GM zQieAS_L}`~iQ6?F)U;BYl4kjQ3U)7uPJf{AhMk6)dAO$&NL(A69S2R6 zTDWsv>W2~~0fFB%u73@XG^wYG-ldR&vV`o8)+t>_C#ySN zo!Ni4vtpWFLpJ8{T$x_JF|z_jzW3cBUr3PQpVSr!gGT%TDeICEJ=r6Xv zD#4XVmjEj|0FJRZ_EOGTyYHidSF(>sSz&b_+|;sr4zK_6*^4K*6-WWGb7)JcNQTIl z8GH2vW#k<&%&q;Bh&$@>m)>uY6~~=k#p;a~rAa!%-D+^bhEID59N^UAsN01Z4kLLH zksf7zSmr(1^Q1`&@>ESl*ZU=TLynq8WyJs;4Qc^#nw1#=2ia}}i84`>rMy^LlNj~D z?JX>9#E%dBO?Oy5V|twLlO)~h6x2GU)6`=imFUE^_}7MZ+u+}Z;hDwFg3CU7 z@~DN8(T%FYMYE=+^ztw_E_{@UT+!xyvk=rpO{dDHk!VrQg`QppQAyc~Htc3C>_vP> z_7p)H{MF$POa)d1y=&Bl)(WXw4m`!>g~bJ}bQg*~RoPRSx^dxXT-)60%BH5-6VF#M zjekFYdba3sVuiobi25UJ0w5&6A01IWot3Gukz=u1TU}vck3gL*eaX!-dtbRIG(x9j*8#A-vI3xnWJ@?_cc9stYShJ2N6plI8F)TQ7N0ZZo3E zA($T@r4*{e+`RYZZ2F30<2T9)gLV|9%nTTJEc~v=@Bc*G3dUzvR|_t&LfCfTkD>;U z8T6Z5S_C|C99ugZ&Gct3udh`d#4)si_#yVI3HRzGj&j*6DE`AoW+fO%0mu21WE_1l zJfYCPs>%fp2XLjbJ%U)&=O~q;MJiN{jjRpjrHhKzK-+d?|0EXQW0f(MJ>Xef;&%i* z#kIrCAMiydYAU9Drbm9p@pXOyR=HNIA*+M`oJ+^^aC6Vb2GB~53`k_oXgWIsnaU)p z<3QGoEdZUtvK~jLlTuu_hkVK-+)Ceg5qK$P@6?zR_=TkIaR7r+nP!Dyy)0+|YO1 zADRS~f4&#TAa=X_oIlfYSY@{Wc8nB5l#1AqLLbeco=E>?{Qf~ls3?)_oi#^rf8rG$ zT9}~US?6bUdJM7an@6Fa6#uqB&RY*k8ZBo*x%0T;eVd#1^?WOMdhO+Ou)>DpiK-GD z)LfjT9iUX4lH}9!65c|$X&FCaOXUQ+Pf(xf_WOQt!GgIul0MHTH2WcK zRoC)+$YtKG2?0!+yW}&07hG#|!GzW@h!h>zOalFIWZkB!ihW#U*d0 zx_S)FjNTO;;Oa`_GIY2oIq(L^&M|CyEeWSgSDvY0JH}hR_>2JsF}zt0TTo-o9mBi`b?-O zNhSx)WCQC0xJD*`3@^#ArKnscy^anXnWB8iPzZCGHaJz0CdOUw*c?mJ}TU?;v`-(~tv2e&s1sODUVi zA=xuFFd+0DQ}>D%SaRco1c^vYGqoz&HucXE_WF7M@al0@z`Dh>;o5MfbpGzdR_wK9 z{)_;DM2UYLG#@$^SlKk~ORIaM?~ta{R4P@0R@VFYzOawRr?$DWX0T#!K?LVo+~2rT z79`q^^+n(SyuR%`Td7*Ep4kJ@efjfaKjZod>6F98?Sn6fp$`U)BvX{~+h1`}dB;tp zLy;WKpo_m^iXx|b^R^RxqF}cLW-$Pt_Xne^`=hoGMQH2LoYA7r{ckT>TCHgP=k(0! z#00u2|D1m`=CSNY92qFe(+-N2&6J(U-5L5n6e5hvfeD}FPBwLHIuF|-3UaUQe;^ zMDckcf%DJ}Yk5=}_^1j3N)~Dwhn{P}Zom03p2sSKX*CGmo2C{lY5`f;jk40gQhVyL zKY1_~M;fizixm(JH)hayw?2>b-e378dC&q&SM8wfWqGhAVcrK;rmAtJb9cFaNb@r_@-i$kGN$k4^p=BtwoJKEZ0E$=gjgrM4P;Kp z=n_f4auMdhfC1m125WwNduS}Gj3+C2=MtCT-XBV*q(39KexL@Qh)5trU{K+daG zJ>l;ZYpfpQwT9t4jiYHwRpTT~=FAxq@E$*CI@_<{wVLh0YfVO)G@O}72Au2j+K{ur zSPwIA2PcE2kLOb8^@**Gn=jx-&o$?&d%=CJVchffSZl*k2wh+9Tuov$c&Q_#sl0f~ zzvYmATyKNJ7``s`ad$p4pw=Zm`^t{|-t_*&vq$R2>ar_pB<#YY_W0Lbl>n6=@V6-f zOGSKbxJ@hdiVpOB;s#bRBx#hYD8GSR(!=&B z;fEDFsst`$1gy_d>SL+)(F%_jJ<^3O>5PA2iZc8#Qf<$muH+HyY>cZM=&nMwGa3*< zk+T@M#HDgd@Z0)nYM}nfUGVf<0c-5~hRbX$_czw6lx;TL`DCPCE4(7**|!D6)Y(=j z;5aL8bqK$`dfTOERS|F7RK_V49#fQ21oO{Ey?6dgY(vPUSqQwEKhnA{(d)n$w}4ST z-gWvN9xFYM&-PZbG2HhZd&sqy!B|{x$knXv`qAiiZTq(Uk+G8XFszq1JPD_n`E&B@ z_}H4T6oXeBrbsz&$r27m2&f$#tZC$g!>FO8>w5OtU&9k~SVbK>(|gYnJ9&dIc3WhE z0Qe`9AFje*s+CQdh2It|CFf1c3iq$G{lFJ~wu0t@YM5pKeYKrU=XQx;b2p~lx67C# zh4ZU?5JVQQHj+5VlzwI$q~s%J(qoNWaH0{M28le%^G=?Re#nZB2v~W;+=TXvZqb5$ zpl9=pe~L!2Wqa$xIX1F)wx;6)hTj_-ze!*j&vAc=_;^u^+?LU)CP;}d3nEo~hy-~k zGNVn4jG0}x10*odT@m=I>@_4SYX%uudp}Y+@^dt&M*Zxd2u9SD8(gzc0)AjEn;gla5g70*M?eL@%w0&59V)H-5_u$4YZQlcV`<2a2r00T}#Uy?XmH#|165d*;T-Vlq48&LKj5y87{N>qQ zGwDcgR*rR+KIo=YozhY`!~mgnayqd<20%1FRw8POSEpCX+hm;Xix_C7;m$>bKe)`d znoUk<+pUkI0t&(J<}cQTLx&XZ%tfYp`Uo*jE})u+g#7f^E2->}m20En1?evQz5Joq z-r2uxzR0|6B$$cPV6eSfui`LaZX+Y&>9{Vgpyy`h<`ySzmmK(k9kP!{XG>^XD0zj1 zh=*mh!})hI4F6DA8xWQpTets5Vdr@XMNevuz#lAg z=c>+Zx4~^Dp&mH0E;q0_gsQvg;q2<>l5FvZEoKBkY#DREawVXmVWi$Cf6%IeaTv#G zLOd;v8z{{jTK^V9aBNcswr&*@j(aUg7^(>mD1pD!^e$@uDFEaXXGy*Nh|n%P{4Ecn zYQFS^@ARsa&F3Y1{Y7Z@n)&veHq#RF)v=s|?(Bs&e=cXjd zgKPLm_)9nwE=ueB6s~r}FEfG|q+c!Q*!s{kAq*jp=e3%CJ*TBSj|lUEwshGjE}rf* z3ry-kYu>)t)aR?PF#u~igEB6mEBJftEE94}W7F?)iIBv^Yz zCUv|`@8oSn7&Xd~YQ;g2%%6#Gx;*nAbAR_s3sjEXka{V9Q`)9L!CV}6>EJM8Vq+*s zpH`%E!dz-s2>xtevNWDL{@!+!D8X$Tqe7rQdgvDezQ9HGdN_c6haIcmLdQ*P{0G77 zf+SlZLa|j8Q)sIYXF^ zB*MNHde$~&K?!iS=N#a$?r4gB>Z)WE#q7K&4RE&<#bTp<6Mu*NA->k(O1ag?l~Pqk z^1hn7NeH_n*+XCcCOsj^y(=TU1Lg{0`3Wm7O1|o;Gx-8F5x^d|hPB%CWmvrnZD~vC zF!=|YkYSg>Q$EjqVidWnNaFAdNjPc;%4Y$Ce}3uLHu47%M{s?yH1|6|Y)m>kbN|H|S46 zkpY=ubmFbmtFAD8&972Oa2uZvs#oF@@I0##e41ies@k!AJYFyjw~BC6a};es9eF7Z zj&#EbRgI}p+!AGJM}Nc!+E~5rv{@GyGF{KF4^qmyQ(k;afCQ!cve#!i{TB`FQ(?k7 z1M`>wts}B_OY%Wp)d!>PEGPB3u1^@J`5azpy`7d~5fnqCr}?-X59g$_M8bcjK>`BC z$3GHzsyRy*1R#qVJ0ys?Q_t-c)7H0_hn41H&HJNnrM5rkkN8vFgO6lRU*X8Sd;a{l zSf45IO~-GB4UY$NpYDSVPYcJ2iu2z)E8?7iu!dx<6jIVR}tJ-vRTm@=+zj($PBtJjfpx z7txWgs&Mr=6uZ%(#?=p}?h*3BlCS)M!dj&x3_prt7j4ER zA`=4nkxCi8R_RD!@-=6qXV zVosNpQ5-@6OBV167yWk89z z+?4p##kAQ9bJSMg(EXFmSjko)26j2HsWDJ6tRF!$Mi>wOgHrdCuDaP|kt}&j$iFN^ zpq>nm!I+l7fEb3aK-r-X3+BX{+4{Xm9n7}CDmX1+GR(E(lZ8_x3I|?yX^#P^2xGBC z&`K~96{;qcPhhSw9<>dE91kpf@HbrWzP0R#qmAq^>d(?o$bQ6i#w56f5{aHHB{==1 zaDni`x4~}R(Pi3DhIa(8X}oF?hVK;M0n0!TP8PmU{qAHzkTS{0pOGQh!|pV~kx7g2 z((wI2K9=mWC)XE_@Wjj6aHf4RH+J3i>)S-~L{5lA?si5!Jpi zbJh}~3z`>I7NZZ)WVzb)9ya}EUW{1H5 z<7#2YLeL136vNWV!oC3RJ~~TVD?lxC790Fp%4V?kTypq=bezOmXQfIds;2bOV7_(a zbO1b7dwgD*C6W!3Hylyv^^)`8X4zN&0fMXQbsGJ1yd_zKU(?5oYZxHQG-MyG=EQx zoZa<@LCyoJsKlr3PbFenb6r1bzL>0O>o{#ww53(v*P|QqpCI1P^*t@qb-mzU`s&ZI zH@8G~w2vTK%nhQQ+XLa=9?E%r?EJ@@v-_ux9M#fvPt0%x$HnirI7`>5ljk@wKGay` zW@!HyWpDZa+Jb9E7(oQmW+#14d$euBto;7AUz0Mc)ePgL-GJ`mCu1=qXU)mD^A1{2 z>p{XW?Vi|AB`uJVmc7%n9{p6lGQD+5zjIt#T;B7SiMAP6;PGcMd9z&I(u(2PvZ24K z%N)CRgL;}$HmyN&ulx#G_MwDU1_pDL*^H2ReC%edSqe03mF#;4m`r? z>XFSTZINA%eb58p`-d2IXYj9WdVvxq!H?WV z?N~{u;d9yKR2Y?IYx_qW7l6a%D_i_yn4%SB0G;{w_iB%F4!c>9;tEN0!fp@jVkYi3 z1=+y*f8dzjpx&OWa^M`&ur_R@{e&w_HMggH}YAE!YkL=9j*m5mpAv|GtY-DZkU?Llje$YOUr zj^puXUr*?#I-Q!ukKUpDDBC85etX=xWI;PJ-%uARN%vf93JbiZ#Z1XX)}LC#PUZtn!DR>4Em4W zcxFleySD;8`fKU}R%dfEQ2DJgL7zXtRu8N*oxT~V{mvy)!M{S_dE68pem5>+WVmuaot=8`ljt-D zRrs)#o(!+7D<(^Ev|_!<>@sFRzPiwZjB^7d zGe5N3uyqS(9I6Mm=_wSx-GV?#6RrHKJ#BX^|CAIoXG`XP$H~3H7ad0A4QSQ=oa|up z(On8BjcMUX!lPdf*e*b@vrkZN^+(VM$CwqGG^H;u_V5g)NMJou{!u1u$jC5>>WaQE z7cy|Y;#9tJzE+F^2NqkjzvC8IXf8g^Z=G?Uun^Nmb#n#500++2@|C z(#5^MKNcWhlFMyfXJhXNr5m=em@lbH_@6L6zxJaW1dr-QqJW{1dKs}w!lMi1az$ z(um~-uWZx&Al=3-M{1JZ!D2!}W!g}6Won_*&l(P0@>7)u!c=6+027wF4E{73$wSLn z?=6{FyqsuPg~tYW0mJ4zTJ$V|9~0Rebz4Ef#?%c0C{tS3_V9)lQJ7x1-&an{5yyta z&CF41se4~eypmU6qogtP%-cZzTaH8Tn(brCc)I>+1lx#c?7ID`rEmJDJ2#`)e0K_a zBV1nWKx{5e(&=m0%w3?eDH>f-$dp%N*MCAzu6LyX8PEOg@wD8tZ%aVL zHh@OD=~fs`qt?2bg#zRfn-M0;bpALb?S(ZlHoJds!moPq9058lklmhfpe54#yjk2C2%|K!+VeZ zQ8#9i9?GwSO9Ob4L-HC!(h~CI6Vn-s+}{1UU!(_9dpDX06FwHz;kZT7jhrh$qg(vL)r?mSs{$JJVSORy2qRozZP z!>$AQ7p1lgzp2*GUqxH)_Gpc@WOJ5gq;xJ=sJhU~pRuzP<3v<+R9*X&hY42u2_$m< z5*UY37J!ZPZnjUf)%8$(IlBkpjYW(C>Uar>UXSrA)M2xhOI9b|b{gs>P%%@?u`M>h zvu0-TY1{r;ij-P_OfPfDRgRYm%@s|XfAuc*@Q=2@w}SH)RnRt`8Ahc$xBA5Z z!+d3A{i}QuaTB;kNG~E3Lx}Jr3U0H7S@AuzR<)p^WDG9@WR7lsYhzoXtn7sr7!TmnDpew z$;@3m2*?p5W{?88rJ7Nm=t&6DFcdSxk((zL;pudtgni)c)pdpVhVo)-I8Ip&#`Fzz9#QoY zQEU|pX!poaml%*ZcscLVU=i~UiM|9T0LohLHso1ODies?XqA#=5zTL%^ILF@N@1!Z zlWOVg4T%1_VR=cDN}_@*H$8Fd9vCPZ7CAZF4j2;ET}J7I-;@jl3+9>Ub9@8nCk{CW zDTXBy_qv%lEI)N(_^|3&un0!8^X8ER615b{XCIXkX4+!_v zMIurSmMB;UYYXs&h7#h!@yApm`sCA{ruY9>(u{FpO%>@kmWhQ41Y&)Mkj*ROB z*qq+R8d6*YbMx1Igc$dZ4jxt03+3(lCaqh?E9*o}o&Gcw`=8F*c3sf`0^(nljH5fi z?2PtYh}bbL3(UXP$k^7$%6=G76@S|>D<)^X6BG4+-JS_2_D-<|8#IKHPMKy~PvPoT z+7u4(O%~}|ODMJWO>_eANOA=O&k7A_ht*Md8x1UBoJo`^=R~5;eB&3y*lau;+ zfn0Z-KCsM*b+GC*v|;Gvkiy5LE7wp&v{6Ijbf3mgKoMy$H@r3KXD`2Mi|(RWo_FuU z6k1SlJH<6IUPb&a|9Owac7Fbm!KS(DUa&p)L9=oW{Re@`d)xrP;5#6y89uuZ8tou8 za0c@Y=JHYU`?B$TZ}bv5Ga%}BcRKeho7mo*q3j6DSQvssT@`{;auxDLf^8;}DPAqi zN$mb#+D6-rl#DK;5@#g->zn?xq9!QKw%9lhkNWPDBKt*W?KC#%_(ez1>vs30%!=4B zni!3xG<%)M^;alh@qtw~f=(A_X61wUSC1|c6T(>|Z03{e`QwyzjHwNLwmSNTmglX@ zm!3yRgcH&6>KALywcUAr=2l!u%y7Ip1sy*n9kk}`fytr(Z|eh)2{zlw)BI`5#_h)q zV&+38?WY%=R^WX9q-+n}Fqz8f9cxqe+OnNRv!y`$+%GWjK20GhEJhHdktQs;!J3LI z;jOVXh%1h35w5xPDbB&F%_CpQGw^A>mdX>zkj)8@5G2N9AcKn2LwZru;!BoHfe$ zE-cE);*EG2obm1ZroM#jK)*Ivqe^y5VI--x^!>enz8ry@36gJ zTD~jlO660B3P`ao>#Y*ihT8HO`VYTqu;D{Z4gVc=;X@xr>sYQPVqz>_ydN6>fM!Ph zv;tTq-tMfbc45v52i5ZCQwII*Vjrx3@)8t-f`Ha|QLTmY>Kiw{AS1`g#o61_QZ0v> z!+4u8f|?U@q=bCYN7T+vuVpL!=ZZMuP7m&>Z+eimES=%y{$(THTAOSy5#d*^@r2PE zf&5hNr*P#2dX7sOv96(sGU(+ftR)rfcu*iV$zFxc??`zD@MqMmsG$igJbY}OgpAB@ z6@XU2h(XZbT7@mu{I9t10gN9jO(*3u;)PI>oT`(cHhgP*ln0LJ;qvZ~ zqEw)Ip+wLo#=@QMZkv-<3tHx~LF#oP`xgIsh^7t@6QiUY9QyISXk(Yh@aDFWeC8#e zpFQ+-==7X3OzBUmxPW=X_qTl(! zMSX}IxaAaiVrwwDf08&8Jz4sNQaZ|L+|y6!IE4no+&8WSJvySvQ>7LIU?a6X^t3XI zo_`W^sBs{g$@<0X-UFWZ)CqKW`JTzBTHg+w&hrQ(?G@1r5HG4-)#JQOK`2(F zD);}K2x5rEVgu|-?L=92$n_h^%OOar3b&KTBqq0wroW>R@yaL<6iHG7)sFy=GJ$z znped<>v~Rs)^{D6Zx8+>X@bn8{z});2h(Qa=CZuUjspHkJ1`HN64@ni6$y_lh7U^i z?Vg>kJzkw#T>q^oRysp0vV(kI=auWH?dzKRToPF{>EP~;NPzgAA6jOqz4pP(DtFj} zBYop*rGxb`^azwd{z3>rchxdGEFH8k^BuIP@ry8Wem~~kL7}UgQfH;(xL?UQbSk9b zkn0YTXats-#-az`-R~Jqy!xpq-7zR{q*^_QRYv*v>%ll1Or+)xObGnlunQ6@FCYw8c9Dc|D-lt{Zsf~YR^FT?r zlw+FjSh`^2GFEo!d8}j zHVv(n`ZhYyMaDL#+(||{Y2MdR)oB1ZsW&Lge^`HXU!7}EnX`Ywm(4~!MzL@-cXe~I zFi96ufpD zmeX=4>5S>=o9t71(Yp1BGWnL z^j*Z;>0(QxTT+AP_sc$fW@7{#pMm-GqH0RV4Pv`q8`~r)U}x#<7rT^^-0F$7-N^JT z?%fTy-N@7|_T5t_?_V3DWa|FTs7AxHPi8JMU~-qrYUzzseZq>!R4>PwpGw&&)WaZ| zpL<hg51#zp5oRBxxMmczJDfW3GiAm07d+sLZN$HL^=ZTQPun+|T26Hln4Z z!#A}-Lq$gR%ZWB5tx59BFh|5Qo_L>C8%vRuK`t6eeX75lWb;48e{4-O_IG_y9h#!@ zRM8=q+K}3{dD&PDE-f3X->9_tJR`U3u4Sh?b&c!YHJ3Hd12^Q*f90vWkrqJFn(Otw ztM<3(Get*G>$Vnw@eBsQBQ@+(ZOW2d7#9t-*NwBRgF5v-~zhv zS*sJv3qTW;=-`B^g7_b5x0So>l<&S^kN-sW{9cRJxjwwZ)8`C-cy=g37V=qujGpV{ zb6%_lXXXpdZSVRuw=>>&;h9uk1gbL@o5^x|PVgug;o0U`t{wy6-=td|X%NRKSPD95 zNf%4%AjjOKe5e;l{0E=cJL468Kymq1Bx3IZcBV%l^dFUB(UcuqN-lU%Gx+e36ZN*B1yszwbqiUtn?q$;Xc0e<`$MLbk#QlMB zcTfk;uITjqVRe2`NC*FjQ<-i7g1Go0n0(HERl4DiBbj`^wOq^Ms?yf$F%Fa)AhfF5I=1IqOY{NY=fYGq$g7i9UNz$KqrD%y z?vx%?ZK1LtLhRYp1%@RutcHGu)_jf7?fV@>x>Rwv?W6ku`k;f7hBKiu%b*Fp&l`6N?`{wu|c%iHLbfjQ=J^y zGb@6$?qr?l@)t}LNUsij4A)pcoYx1;sAfi%>&|XqW#!i4nXO>YMD+Vnx!%N{4;_1~ z&*9r=OkM@V%zc)-CNJ|wsiN$Q=$LFl9_!6hc^RE3`Qhg}vBS(?Fnp4tYX_~&D8;q> zhnaxFg!svq3B}qURs^EZeZew(4+wY>6Uhuv>cnN;hT*dhP4T6i@Ed~=C- zfQ@>(uN|I*X=PF5eC+p16?{#WZTCq_5`YGOPZr_!f+A*C=?ZN2v;DKuMK(Ta)_(T< zpO51I@(XNItj6pwR(_*q-P+9m!RqP*NzDBH&g(jmKu*r%4>Vfl-9J+Y(}AmbnFq)- zUVZms@@I!H55J7pb$ohS0;es6Um}d64j4fr{-SSJ6IpmC-P;_b@kdBtp1bCT-{7u+`L>Y VEK#`lxcPW_P-tmo;8bN%{tJ+*HGTj9 diff --git a/ukazkove-pisemky.tex b/ukazkove-pisemky.tex index 4f619b6..0d3f41f 100644 --- a/ukazkove-pisemky.tex +++ b/ukazkove-pisemky.tex @@ -5,11 +5,13 @@ V šesti urnách máme v každé 10 míčků. V jedné urně je osm černých, ve dvou urnách je po pěti černých a ve třech urnách je po $k$ černých. Zbylé míčky jsou bílé. \begin{enumerate}[(a)] \item Nechť $k = 3$. Z náhodně vybrané urny jsem s vracením vytáhli dva míčky, oba bílé. S jakou pravděpodobností bylo v urně pět černých míčků? \\ - \textit{Chceme spočítat, s jakou pravděpodobností náhodně vybraná urna je ta s pěti černými míčky. Takové urny jsou dvě, proto hledaná pravděpodobnost je $\frac{2}{6} = \frac{1}{3}$.} + \textit{Nechť $V_i$ je událost, že byla vybrána urna s $i$ bílými míčky, $H$ je událost, že oba vytažené míčky jsou bílé. Z Bayesovy věty (Věta \ref{thm-bayes}) máme, že $P(V_5|H) = P(H|V_5)\frac{P(V_5)}{P(H)}$. Dále máme, že $P(H|V_5) = \left(\frac{1}{2}\right)^2 = \frac{1}{4}$ a $P(V_5) = \frac{2}{6} = \frac{1}{3}$. Nakonec spočteme + $$ P(H) = \sum_i P(H|V_i)P(V_i) = \frac{1}{6}\cdot\left(\frac{1}{5}\right)^2 + \frac{2}{6} \cdot\left(\frac{1}{2}\right)^2 + \frac{3}{6}\cdot\left(\frac{7}{10}\right)^2 = \frac{67}{200}.$$ + Dosazením do výše uvedeného vzorce dostáváme $P(V_5|H) = \frac{1}{4}\cdot\frac{1}{3}\cdot\frac{200}{67} = \frac{50}{201}$.} \item Kolik musí být $k$, aby pravděpodobnost vytažení černého míčku z náhodně vybrané urny byla $\frac{1}{2}$. \\ \textit{Využijeme větu o úplné pravděpodobnosti (Věta \ref{thm-complete-probability}). Nechť $B, W$ jsou jevy, že jsme vytáhli černý/bílý míček a $A_i$ reprezentuje jev, že byla vybrána $i$-tá urna. Platí $$ \frac{1}{2} = P[B] = \sum_{i = 1}^n P[B | A_i] P[A_i] = \underbrace{P[B | A_1]A_1}_{\frac{8}{10}\cdot\frac{1}{6} = \frac{2}{15}} + \underbrace{2 \cdot P[B | A_2]A_2}_{2\cdot\frac{5}{10}\cdot\frac{1}{6} = \frac{1}{6}} + $$ - $$ \underbrace{3 \cdot P[B | A_2] P[A_2]}_{3\cdot \frac{k}{10}\frac{1}{6} = \frac{k}{20}} = \frac{2}{15} + \frac{1}{6} + \frac{k}{20} = \frac{6 + k}{20}. $$ + $$ \underbrace{3 \cdot P[B | A_4] P[A_4]}_{3\cdot \frac{k}{10}\frac{1}{6} = \frac{k}{20}} = \frac{2}{15} + \frac{1}{6} + \frac{k}{20} = \frac{6 + k}{20}. $$ Vyřešením této lineární rovnice dostáváme, že $k =4$.} \item Nechť $k = 2$. Náhodně vybereme jednu urnu, kterou vynecháme, ze zbylých náhodně vytáhneme po jednom míčku. Jaká je pravděpodobnost, že všechny vytažené míčky jsou bílé? \\ \textit{Nechť $V_i$ je událost, že byla vyřazena $i$-tá urna. Potom nechť $W_i$ je událost, že byl vytažen bílý míček z $i$-té urny. Jevy $W_i$ jsou navzájem nezávislé a zároveň jsou nezávislé jevy $W_j$ a $V_i$ pro $i \neq j$. Označme hledanou pravděpodobnost $P$, můžeme psát @@ -65,3 +67,78 @@ jelikož zjevně ani jeden z činitelů na pravé straně není nulový.} \end{enumerate} \end{example} + +\section{Ukázková zápočtová písemka -- Varianta B} + +\begin{example} + Máme šest truhel a v každé z nich je jedna stříbrná mince. Do jedné truhly vložíme tři zlaté mince, do dvou truhel dvě zlaté mince a do zbylých tří truhel po jedné zlaté minci (dohromady jsme tak dodali deset zlatých mincí). + \begin{enumerate}[(a)] + \item Z náhodně vybrané truhly dvakrát táhneme s vracením. Jaká je pravděpodobnost, že vytáhneme jednu zlatou a jednu stříbrnou minci.\\ + \textit{Nechť $H$ je událost, že jsme vytáhli jednu zlatou a jednu stříbrnou minci z dané truhly a $V_i$ jsou události, že jsme náhodně vybrali $i$-tou truhlu. Potom $P(H) = 2\frac{p-1}{p}\cdot\frac{1}{p}$ ($p$ je počet mincí v dané truhle, chceme jednu zlatou a jednu stříbrnou a nezáleží na pořadí) a $P(V_i) = \frac{1}{6}$. Potom ze zákona úplné pravděpodobnosti dostáváme + $$P(H) = \sum_{i =1}^6 P(V_i)P(H|V_i) = \frac{1}{6}\cdot2\cdot\frac{1}{4}\cdot\frac{3}{4} + \frac{2}{6}\cdot2\cdot\frac{1}{3}\cdot\frac{2}{3} + \frac{3}{6}\cdot2\cdot\frac{1}{2}\cdot\frac{1}{2} = $$ + $$ \frac{1}{16} + \frac{4}{27} + \frac{1}{4} = \frac{199}{432}.$$} + \item Z náhodně vybrané truhly jsme dvakrát táhli s vracením a vytáhli jednu zlato a jednu stříbrnou mincí (bez ohledu na pořadí). S jakou pravděpodobností to byla truhla s alespoň dvěma zlatými mincemi?\\ + \textit{Z Bayesovy věty (Věta \ref{thm-bayes}) máme (použijeme stejnou notaci jako v předchozím příkladu) $P(V_i | H) = P(H | V_i) \frac{P(V_i)}{P(H)}$. Chceme spočítat + $$\sum_{i=1}^3 P(V_i|H) = \sum_{i=1}^3 P(H | V_i) \frac{P(V_i)}{P(H)} = \frac{1}{P(H)} (P(H | V_1) P(V_1) + $$ + $$ 2 P(H | V_2) P(V_2)) = \frac{432}{199} \left(2\cdot\frac{1}{4}\cdot\frac{3}{4}\cdot\frac{1}{6} + 2\cdot2\cdot\frac{1}{3}\cdot\frac{2}{3}\cdot\frac{1}{6}\right) = \frac{91}{199}.$$} + \item Náhodně vybereme tři truhly a z každé náhodně vytáhneme po jedné minci. S jakou pravděpodobností bude alespoň jedna z nich zlatá?\\ + \textit{Spočteme nejdříve pravděpodobnost opačného jevu, tedy události, že budou vytaženy tři stříbrné mince. Označme $V_{(i,j,k)}$ pravděpodobnost, že bylo náhodně zvoleno $i$ truhel se třemi zlatými mincemi, $j$ truhel se dvěma a $k$ truhel s jednou zlatou mincí a $S$ jev, že byly vytaženy $3$ stříbrné mince. Potom + $$P(S) = \sum_{i,j,k} P(V_{(i,j,k)}) \frac{1}{4^i}\cdot\frac{1}{3^j}\cdot\frac{1}{2^k}.$$ + Možné hodnoty $i, j, k$ a příslušné pravděpodobnosti $P(V_{(i, j, k)})$ zapíšeme do tabulky. + \begin{center}\begin{tabular}{ccc|c|c} + $i$ & $j$ & $k$ & $P(V_{(i, j, k)})$ & sčítanec v $P(S)$ \\ + \hline + $1$ & $2$ & $0$ & $1/20$ & $1/720$ \\ + $1$ & $1$ & $1$ & $6/20$ & $1/80$ \\ + $1$ & $0$ & $2$ & $3/20$ & $3/320$ \\ + $0$ & $0$ & $3$ & $1/20$ & $1/160$ \\ + $0$ & $2$ & $1$ & $3/20$ & $1/120$ \\ + $0$ & $1$ & $2$ & $6/20$ & $1/40$ \\ + \end{tabular}\end{center} + Potom $P(S) = \frac{181}{2880}$ a tedy hledaná pravděpodobnost vytažení alespoň jedné zlaté mince je $P(S^C) = 1 - P(S) = \frac{2699}{2880}$.} + \end{enumerate} +\end{example} + +\begin{example} + Náhodná veličina $X$ má spojité rozdělení s hustotou + $$ f(x) = \begin{cases}2e^{-2x}, x \geq 0;\\0, \text{jinak}.\end{cases} $$ + Definujme $U := \floor{X}$ a $V := X - \floor{X}$ (tedy spodní celá část a frakcionální část $X$). + \begin{enumerate}[(a)] + \item Určete rozdělení náhodné veličiny $U$.\\ + \textit{Jedná se o diskrétní náhodnou veličinu s pravděpodobnostní funkci + $$P[U = u] = \int_u^{u + 1} f(x) dx = \left[-e^{-2x}\right]^{u + 1}_u = e^{-2u}(1 - e^{-2})$$ + pro $u \geq 0$.} + \item Určete rozdělení náhodné veličiny $V$.\\ + \textit{Tentokrát máme spojitou náhodnou veličinu, spočteme její distribuční funkci. Nechť $v \in (0, 1)$, potom + $$ F_V(v) = P[V \leq v] = \sum_{u = 0}^\infty \int_0^v f(u + t) dt = \sum_{u = 0}^\infty \int_0^v 2e^{-2u}e^{-2t}dt = $$ + $$ \sum_{u = 0}^\infty e^{-2u} (1 - e^{-2v}) = \frac{1 - e^{-2v}}{1 - e^{-2}}. $$ } + Pro $v \leq 0$ máme $F_V(v) = 0$, pro $v \geq 1$ máme $F_V(v) = 1$. + \item Spočtěte $\E (Xe^{-X} - 1)$. \\ + \textit{S využitím pravidla líného statistika (Věta \ref{thm-lazy-statistician}) dostáváme (transformace $t(x) = xe^{-x} - 1$) + $$ \E t(X) = \int_0^\infty t(x) f(x) dx = \int_0^\infty (xe^{-x} - 1)2e^{-2x}dx = \frac{2}{9} - 1 = -\frac{7}{9}. $$ + } + \end{enumerate} +\end{example} + +\begin{example} + Náhodný vektor $(X, Y)^T$ má spojité rozdělení s hustotou + $$f(x, y) = \begin{cases}2x, 0 < x < 1, -x^2 < y < x^2;\\0,\text{jinak}.\end{cases}$$ + \begin{enumerate}[(a)] + \item Určete $P(0 < 2Y < X^2)$.\\ + \textit{Počítáme obsah útvaru mezi osou $x$ a křivkou $y = \frac{1}{2}x^2$ s hustotou $f(x, y)$. Tedy máme integrál + $$ \int_0^1 \int_0^{\frac{1}{2}x^2} 2x dy dx = \int_0^1 x^3 dx = \frac{1}{4}. $$} + \item Určete marginální rozdělení a střední hodnotu veličiny $X$.\\ + \textit{Hustotu $f_X$ získáme zintegrování hustoty $f(x, y)$ pro všechny možné hodnoty $y$, tedy + $$ f_X(x) = \int_{-x^2}^{x^2} 2x dy = 4x^3. $$ + Dále platí + $$ \E X = \int_0^1 x f_X(x) dx = \int_0^1 4x^4 dx = \frac{4}{5}. $$} + \item Spočtěte kovarianci veličin $X$ a $W$, kde $W = X^2Y$.\\ + \textit{Platí, že $\Cov(X, X^2Y) = E[X^3Y] - E[X]E[X^2Y]$, tedy potřebujeme dopočítat chybějící střední hodnoty + $$ E[X^3Y] = \int_0^1 \int_{-x^2}^{x^2} x^3 y \cdot 2x dy dx = 0;$$ + $$ E[X^2Y] = \int_0^1 \int_{-x^2}^{x^2} x^2 y \cdot 2x dy dx = 0,$$ + (v obou případech je integrand lichý v proměnné $y$, a tedy integrál přes interval $[-a, a]$ je roven nule). + Vychází $\Cov(X, X^2Y) = 0 - 0 = 0$.} + \item Rozhodněte, zda jsou veličiny $X$ a $Y$ nezávislé a své rozhodnutí zdůvodněte.\\ + \textit{Veličiny $X$ a $Y$ nejsou nezávislé, neboť $P[0 < X < \frac{1}{2}, Y > \frac{1}{4}] = 0 \neq P[0 < X < \frac{1}{2}]P[Y > \frac{1}{4}]$ (součin zřejmě nenulových hodnot).} + \end{enumerate} +\end{example} From 370f031e31c6c45d6289de4363b32374bfa9cb52 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Sat, 29 Mar 2025 12:22:04 +0100 Subject: [PATCH 04/10] stylisticke upravy --- skripta.pdf | Bin 278575 -> 278586 bytes ukazkove-pisemky.tex | 6 +++--- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/skripta.pdf b/skripta.pdf index f4bbf4e4fb31070cab78fb5926f4c77f050b6047..479b677c861ca97099f6746c6e426f5daed0e7a3 100644 GIT binary patch delta 10248 zcmai&V_e;j!-khvTeh`qV_|uD*~>neCw-T_Y}*yNr{53)k-6b7<{? ze$6ainoML^BDO_b;_x_FYee}DFVew~ZA|+!DsZ;jN$-J9`K}e$8!nCo0 z2lVex_d#s~hz^j-_rZsTQ}8$J!TX{&#R@Vv(!Vnv9X zzWN^7qxxutCq%c-MpOm5n#VlX%NWMEbMm$Yqi-4*+<(`_g_C#!Pw)PURpwn5KYAik z{iKz{Vp?Vn`Y{-cu`jNtY|I6g;Ad3)J=e&kis(^;g2#(nMSGu%n5UQ8YsNZ zF;bKThqib&fAn>kYtJ0-F4C28UF$kVLrw=40r zQo|@&{AK`&*Od^yi+|TmC*O}FX2nU}4Ey`VXQr`KZc&jyC${#3KM@R)F13i&6AEYD z6)|Qw>c9`SO9S7PqE0RjhN%$nN}R@mDm`n6-?#-piCEr&8dH`P8@uf>~Qzg7Xn zXdh;M3Uq$YP)pqWx6CKZ547hicq+V9D_XB zG7=4H%nT$thEEQSK@cP~#Dklc-T~0hK-R#v^;a3w>0nqwB?i8jo7(i18 zcP*<&M~0QB_m2=JWpWuW-&zb-`}VwyoXq7_ZnuEeYi1s9Q{?;kUc($nOoBW>j2y!N zB57)byzzpo?t0t%eU72;71!W*+>-cZT;ff?lB>QHXgNQ$BHyt zf26VR9R8RhqXi}~WMCLK1Wx4A)Twvz0%-(JS z8*m*(Lyad1k3Rb0Ajg0X$v*@qlJ2qjG#B^ACP4)#hh=i1e%3pnOd2Gg`d zO0`(tg-&6k6?<=(VuBNhL5uM-{GvhMcHG?EXF2T<sX_uZU+;w#EGf*O%mwnIjj5AAV-ta zX-ABv6If@MrS9GdWy2)1bN(o#uHDX<*OcM!fg= zj^#s{98Ex$L4N$PNlunjtSL(x;*0O+x{|ZxpBXe4AWU{X_V&P+vJQ7$9C7W#&<0+Bi zljNyJnan7H&(K1LXp(KE{+sN+SIEh$p3K=cL;qVg-ox0p0a8bOE4+tL9AC?L>?)d> z@Z2>YD9rKGU@$IVFcjRP037&Sf;wuDzO!h@_0e)v?(nLDPnkzv#75SK zNya^GErB%RVJsjU$9>=`zFToGAtF04I89q~FBU;rR8iBr%pOr|^X>Ak=6H-|2*fW3 z^Iaq!M~=C+>@)9Wvh^@1E~S`{i5OI299Jt?CeSvZ^%+1z+}5xN#j@aoCr_#9X}dQX zNqIiD&D@m7FJ$A97OpU<9SJ(z(O6}6yotgJAJB)@9`@sIL-5=Ag)BMxEAKC@p$h|* z7C7XFs`4YAFRUqYy;}}3R!ZWN#%&1_6;H=?QgaMs=TC(?`mj=}MA^2DGrM6%<@bQM^pjU2D;?w( zwFrNAD+ru#Y?3l2K3bRAA?H2D)|Pu*J70lw0UDeA`Svp=)6lyJd?7T5&qJ*U$OOV3qyx24+1-$Wh2rl#%U2-e*0@ZZL}hkm~L#vw5?3b_ERjsDrmuP|2z zfL4GIw`o7$1~k%P5l$b~GoumLmsluEeC{#F=BjoEW? z<&`_{eM;@pg9Y4e=YAKbHDq|BkbBCL+=Ruk|;2 zc<*s+)<|5tyU2`8Y%SZ2q1ZxKE3U_MzPz!F54Dz2Bh@o#7)F+2pHbs$2T!>exA)SaB_yFW?7BGAMWR^YrD>~<+aV>WIT*j0kK5y zw!ZmA1OGla@$KG)B61ybT0M!>lt4eFl*$;?l}9U)AKz8LDL41Xm?AmZ0;Q}5(C&NR zB)EX)3gCr8MBUSequhjmvw}}xM!WfGBLk8#lzFpx=f=UHq?)n*Ytu#KW7zK81DD<= z*|SQ8QMN8rrb(jSFYq?S?%l5wXb8DAbmC4(nr(zEWtGpZ<1}xA_Ok8b6GDa$0$;jz z%8KnKDmWL&%oDo9IcSS9M!#3zAyeQMOe#bq=6hlBrN1R;I^< z295``#h;Bw_x|MW)7J&k7n%zb1+I}N+)(s@&uH?dg_j4>od?Bq5tMQ(u!!BGx?6vP{WCF#qLuE>bgqM8 zAT68zGv^fa2+7C0ypnImraxSU2(%Q#iyS65nxez?Ker>GW7c}J4qZZA#aY-7GrGPg ze_2r8n;BY$eEMN^Hn+N^pD|G~z&5)BijFk;MWyB(Fo^i!eS6do$SB19lM(de5JMaz zCEtvamQpM9p{&b*u*af4A|x=_xlj$6(KPJV9rkNbkKMDE1OfHLSpy}`;_MpU7mQLk z@Z-)@8GeZ4aowIr!3`}lKsBG?p?Vt&^Z zWKK|$<3Urpko49jNm2|1;va6<-r>~UkSJ4(QeXuEPIiI+xe>Z!@gz-H>zg&D`{Vg; zMTv>=jve@t4_G}Y0pTCuetH&L^LqB6yxiXxl0j`WJYssjeQ;NBRdmzT?7B6x3CTg? zvU=f@$fZmzjDI1{-q_xVd3Xdp+!;SyzDE&W;bM1eZ*$kGm^JPi4;8|GZ3g=Kt~)vx zHf$B~a(tGyu{<7-MRiY03Ko(bv-WOl8y0r-?n|4>aPStLR@Lx#&3mpyqX9jB>bf z=#R&LLix~hBHMb`^!KpOaDn(xVdIhxhYP0p-cniXQ(=6fI&;wYOD0GLty^l=eTlFj z{@zmu-1|lW8zVTCbQEqL$jPumJ6|RzNFJ0r}C2JG}_pAeIAEHIFp zer8%nohpOKu}1%Ve!J+hm0B8F9z0sazyI3jbKf;K?PRZmi)Zb8=xN?k|jOfWW6ZusulX zD?^E|ja=8|$q}wV0NOhl_oH=>D?a88+3eXc6$}sYHwaC6`a>0l z){~g{>Q;dD(die`8*I{+V1a24cGOrrIe?&irJ>xa$N6yJ>cUsD$`uv5gf{322G?4% z{;LSxJ`~%|4n+1Ntb_^v{bgy4!$&IiV*S^d28o(IJFt766H*hx#^m+$JGa^K3_RGo{MB z(74|b&vPy~MbP!!rO4pk`QI~8$1*}D2&UsVfg3=b=x_AHJf1|vytc=t+vBjlNKcw& zP~59;lkc3>PCY)6l4<++*1its_s_n}rdJ0K!r{LDQ{AtNVk+1d+WYB~@5|qo%`WRScpTK_m!Z=Wzx62EQ#IV$S z1&n)BX^qX8uD?FiE}=DDw-0wNVVRFMs60MVkoczxpL`(+#Kg_61B{k@rh}aIruEZ} zIC{a~GGd|xr}FHjvm_(zuHG(1c|&bYZ--J1H$CJ91nchATqH!?1L>KhtME4k=cyl? z9ffELB}lv_NH3s~td@VAOSrGtNgSy40r;)Q!!OjY8By=FyB3_Yn@ofb%Z;5&OA!JE zpjZaH23%Sp=LQBmwH~y$Qpdce$F<)vyL@2VpXq*Z_^`MqI9e+{h@Z~GVSnuL!C);; zQV$Avcy&!S;RgJHjn;~5VYv+I`{+i-BqZ>=uTp(@>CN7Jlt zfo2}q0je@r4fgWEsF~xVx+QeBEmvhj1YC5H$@@|Dc_X0EU01L08|Gbi?|-fzAvFZe zJ34iK0^h&hY2hC^uu46ZC`=cf1KZR}=CswCoC|ZFpLt>;=hx^`qMI&UexiNXbgrwi zDwY}<6tov&YUv+sE$s6l_ej6oeX$nYx*(HRW@?LH?{^o?3YAYz`HB_Ex!M@7eJt|w zah1RI4_C(67=OXiv#T2+K2Cjw)ck3c0Z9Qkl%ey493!m0juGo*GOj}08K{?4cy43Z z>nMJ>dwo$x7EET{^C3~zJ~5r2O)L=+W|i=G%s(uwB2B-RW!DiTx6`}1&uToT$kiQB z-yRqBYhp%CSAcXeqk}4%^$UwSP?Me%)^GriPt1D=vP- zCr0=Z#4YwT;f9SQQ8jX*0>H;7l_OCEY_>xu^CR-K`2TiDs>;x=K}5bzSBl>_o7u6{ zlE>;NHoz?la=}?o*iTKNX`H6&E`F(F4|t8VS!*MP1Ge_{j1F!G!)Pg9-n>i_At3W;p2( zObKs#;&YUJiz>ro6K(e$NDp8*cmfsSw< zjuz}{Z17d*wSe~#j(73HLdyH2=yuMXa;RV~Y>QwnTxBq@g9c}Lk-QJ=zLVdOOjVaZ z)-jtNB6RL-yZX|`3mGVs@64Bbxp!tO9%7ueTo*Ba-T&U)2GK(=y3<<^7r%&E++E%Y zh`mu2w|@)xJ2L@1zv(Xn2J&I+uY^IE)OlY(myTy$%;Df&hgDSSV&6Kf%|x@Pwz=Un^~p;XYZBO4?lj+~^;Y_TahAbm%@})z&Q;Z&Z_`)W)3S13`Xbbu#dEfW1LV2b2Z6CL%0!VolZ=vHY8? zm}a7Onnwe^t?{P$+nJuzby^PkphHBwH$TxXaSJ&k+$VPL_q@1^U#UH(gVDX3ykAo1 zT|fG*)`r%|FPm+}N4mZEa<=5qD{L4(_$^$et>#xZfnv7h&hK_*Zy-v@f=>n*F)Xgn zg8~{CXW0JcO(4pGhT`VQHl1Ma&_aHwDyjFTYtS#u$wCPlc3BaXh`blJPie!Xsq`z< zrLR3ijM3E7;y#CYqN3_S~R;7Dv8b0WYUQEYC&>9y#OgvGb z!$?V&l$Lru+mcfZBj4HnK;zFGldVtf5)i&V-NmQrESN0PSdsgopMAm_KMUI?E&pBwyY-;o6Y5#`Y5j4ju)-(T|eP5bwCerOvD4W4Dw zW0|$}H8fsZ9L9s0j3xm*R8pljL*Q?_tHoNG+R1pjn%)x^apAt4H5iB>dSK2Cj>SA< zxQB$q@@3Q;s+SaEqB718Gp&tGPU+l~)R*bA7IE=^S>;D0^v~C|%5R>uBi%2}N=O@_ zt}aw1koYxUFGKFu6|K0_=u%}7i3rTo#|7r`vfo9bC8&6K&*>-qEpxm zzdihy$!LM-l}J(>r<539z7*!hvJ1!!McLSpITc z<7d&zcMWu_42b(vk?(Y7eFdyBTRCQ%(W6SX%MJMaO~WnX0VxV_b(bfL4^YU&5x;Uj zjm+#fAHi^`p=YiT)3_4Sim8}Kk8&JPGqf5_aq5Q)S@xy*Bk24Ub1sc&DuI^71=rI$ zX|H17NQ#PBvR)^q@A_IzZi(<9C8)ZLsJcKtPEh^~XR2e;(3%U=L+kd&oLH=Cu55 zXhZtezFf+$$_&*qo>--LT5ZJ-v}s$)2pVrr1G;4Atz zwN;2amQ^ST?ickGz4id-GHSkaNnOHypTnZhgzG-Vd%pBK7iuGJ+DIKd`D)VK#m9%p}E_6mS`K2fve8CamY8 zlS{Gif5F^719jZoJ8~G}v(;=?o6n!lz%_#lm@lHWlGc3hPOl62YTp0t9Y+rAdsg?Z z;hG|3Fl$`R%zZIr>vf-;-%f=$wxE zN%~8$Rip0W)Qmx0i^a;EhzFld_p|Nw?TZhGKSRV|Q)TT4fdaFcxBkxsVI4@i@=OQp zG;nSQx+~b<$dIYY=~{L!=%&+EMPdODc%e5w(CUJs@h)|(u2CCP@pLiNE^f|$4hSJP z204T$i@owptJbJHOk>@_SP|v}^t!!@jjeq%H%Bp{L*3mgj@aGQ+9#Jf#70hraLHRp zJy>qo%=9G}Hwe-+4t~JtG-qxXttN;VV0w!ko>hMPQCgVs<2qDge~+B5yUVlQco0x7 z4PsTFUHnFqPFd>dK>WkWF}LG|_S?v5`z8US#EGpqO>-{R7+fyrxBu3E4HcVfvCxJ_ zb40tnpl5#6!|QtEw3{#t(6PTpHCV~-{d=^O(XHVKj?aelSd_Gw_>3Wjb85>UUq{a`$aFm{b}6CRtdVwjR++p z8_L4*`fhlg)(wIke%5|IsR>VV2NR<+ID{UNqu{S&>&|XFf?v0wY;1PA<2Ex)oD(dAjQ^nz-gQdq_q%3&s03zVEM|$oIReY0f}-<0kUe3v^^8 zVF>7WzYAvUIQqD6`KPvl2PGAiJ9mngdqu@4BY?N9pe+;j$MEHNVz_O;r6SY31IZ8A z)MKUVv4GTH8rm7ojRE}6h+ksY@X`0HOLu%BskqN2xhZcP;{5G zmONHI-9tS!AqKyv-ZiSsi=Tw1nzAQpuf|x2GFCP=8>{VfH#w?Q;hJBcui0YA-@})) zMNYV?-xmgPYt}`MPO^3{6hL=_{k$98PF5M7LLFYBtQ(rAP5?)l#RERC?^pl0n#e~t zCmxpMOMG^0Oh*Lx%w3nJbi7Yu;=yXVA3fBaf@@n-|9JI}SL#+pe6lB~Ookuy63kXC zzTCha8tB~dyUu-R^VEJ(ebE(SeETWHkd4=kI~8#_5V>RSqzYmDiQkP6-~f0IC|8=9 z_zAG346G6N1KN!bn>&UBm95MN1Np6tZwAbf8g;DIk>~?MJ8IWCI}&ba^SmEsIA`9% z!t5jq^)d~PNh$oi|J^+daE<@FnG*RH#P&h5Em%Sz3PJCmF$`#PU%8*5%N@6+gaf_= z4*p{;^+Ag&4}2J$xT%>LkBJ$(i3J~@iHW&|IS(f<2M0edJD(Xh2QMdwfQZol*GM4| zfR_RI{zrZCENX#pv~UKmy)72*Hb7pN1hv+@qzXKpslOH3iY2Ui?lw3&3D`UDZP*8m z~Lak1t$*~VrlbjagY;YhPEK<)W4 z#uzdC&#ottvezW8hZ1BQ2RIz2noMdub5al%3bnkV${u3!M6TJ@fcUpup>6ar`-H_@ z)$u#Ty-MX2`?qq|Ed*H+MO4f$rhiPA-Z8#%^I?+^lh2gOl$R5 z{!g=UPh1DLVuBa&i^5T#1+99$2(b97x=GcdOm)Nbh>R7T(lz(6fSrYRJ73u+ey3+q zZMBGEmbS)L7g24)kglxOXO4x$qGO7SRlbG9f@AuNb2{76IagXOjQhMmXxtt09=+4M zenS_PuZJ^DC9~>Fm0|_^xoq{Q4n9U%_Pc1!Aa|U;LE*B@sqOSV=5eZxqGEa%)vL0$ zTBOCV?>DHnHglh;fW@A6syR-(a*r(xXI~IS{S|%&ubE)f+IO=F%2VPwbbMJuYenqz zxIL@5D6Iv)B610PTIae9sF&!M1XIa+C0%m)9I6|}cM`qnD17kkWO_0;w&aFZT`}&2 zWSp{Im9-*Q(wejoPy%(jn;W^_NqU=nYQ8JekEGK64jJ|bcR&2xb>Gca3iiCCGSKy z2eY@|8gKx>f_cCcX!$ykr%u%N7J{h|+?HJ>1xvvoNQO_i4*{1|NPNsTvQV_wPg(w` z1FD}rww{5aAwKchfHuFnx>u1&0y*o$^Z4313BA*0-Xq^T+t?rtRv5Bh22fc zmGuGiv+&MZzPZOe$+N&G$$QiGUzJm3A~9Jimz{Ma1*hZU`jR;TyG~RmNwb#vHN&oF z0qp@SlypXXXTQBuPeyC;@3;Mg{-|q}n{zkSq5bZ~QkWa2sl!Pgvwawk&^3pnj&f7NnS1x|2nAbS!>YZGk9p!==2jzrRe9eL9`8N%Ot2Pw#M=N4 zj(_Kh20uyjM_XPoXUlXFv+bBeA{JFd0k(_Xgio<9Djv=4@s~qFJ|R;oT9oHM)eys^gszcEn?#N&rO%T48tlN>W!(;z=Lj}N{4A9Womnn?KYI>w4aUdi&goH`GnVXMQ1%k?8O~7 z(0V6k0ff_iS({6EGn1~kLpOjlk(%spx~S8w^RkyA#>Kjv&ax9DO2n;Zq1~YIQic?0 z;YDrR9G)Y{XLVrTVA1h#3w%OST%omf59=19v(jv8IjDW8xP8A+x^C%i@lk&v?PR{h z65aI}OWPqQ1qm3uj2$N{hXVsG5WN@T>*T4BTl+EZesnVMO|WCODY)k0a);Rv?JzX? zKK$LXdf#>jh-iiwikl;8`w>mDv5?39*t2}z*V7hPd94&B@LTvtuiX{izOX*<{P3ZH x1IguDplgpyO1uhh_3)X%AAtr3|4sNtl*6y1F9q=%JO#1brl(IC+{{g4FSKD zu-B*6AFak8%|G~S0|b8*1T#+pqbDxlh%?Ac-$_&T_^lh|kLqvg&^KNWH~yA>SjeXK zkH_ao+lM~_d$zF+@%!DJ!N=zoINGQhzUr0Pe(6^6PdSt|l#0sY9}ZqmXpbL30Fd+X z@bl&Lu#k%1X*BJ4!O@Al9dT8WujH3`X0`!gXG_BDPw638>EuFol+VD#JK`dMck|L^ z8aEG9a=Uu%_VV4m=A&o6EYDs-ZS==@b{W1>H=PRT8fD`$v1^Px0z~vgGHgS6x$o;$ zuAaUA?{WJN;7Kl!NaHI|gxV`zA(wq~aBt_JUl`n!K5wo6>h*Id6R(nSePV16(e!4I zQO0wf$&>=M#|e@xkZP!1FDnI*e)G!HslH>WKS1$hEFNZ0-V#gU7}giZaP3aQl+?9K z@#M!Q(id30S+=s|@$q(EBP)}*f?1skB7zOpn^(pWZEl`U?|OD2s?h225?Orh#!=zh z*G%9F4*D~i&V4S0U_MMW*QUG?f{zAyoWB4X-TUc8>P09w9F&RD6GR96&}if5x>Kbd zv}nMP;lZ(pH`k%a5W!z+(3&%Kx6=@wFe=D?*gucSpRaeyP5C~>wWilqNlgfTgj zUN(_wt~3i?^cXIlk5!aFE*<3XZGG&*jk%W^bksl~*D>Mo>3*&p=MO*n+>wE!zsiT8 z%q=!3$5#}xIEsT);5Q7c_1{(tW;ThZ`%O)?&fzn$$I;Qhdz158Rx#y!Ut1fZ>6GTm z<28b${uG%mp%jr|8lNw=dX9@}q7%*5-RwETpwPpyj@cT~}_q=x|AY=M+!rY(^rXSBD8=&1wHx6Y9c`-`=usPSz=(U=T)#{|J5KQ z6IPdX)(faPqY4I$&ZM;vzx=I&sl-v%1?gfjQ}If7k46TVaW!e_$Hy{Qq}0qxCFQWu zJF%*AU)0OtSX0o_S#vl~1o#mh@8cftDd!1?x05=jXK+kh;!GGfYmHVYbe*JHs+eRyTOZ5Dk85{lzQzdzy=U zV!}iiX_{dI0^Rh}a3ouz6$07I?IZxz_gQHpR~^&N#fqZ<%zXJDQbTB#26=W`H(|r;p3$J82lBTTd5t7 zc9S&$<5%1ec!asjM2taRQ(6Bi2owlO%`5}lJ`~_5#nN=I?rvO;VaAI~%Gw^MyJ7)_ zMEK8tR2JFG~JZ>eL(Ub8RrdLfPK4 z7GIL*GyAVMbO&@oB9eXqW?EDKg$@K0;CrNp&gyHZh%`~%YK_}&P1PW!==t1efEg^i zZ#}n8`*Nhaf1pHB;uA8GFMC7>E~pAPVTc1>Y~d7`>ook8v{sf1?3&Yi^$;gaKUM&J zDSs|bU5I;Z#--F&WG5)^Tj6p&1U8K+<%rg0%M!G`-+OY9AA(QQd($?BfwfiIBmTXt zFqh3iIf~{WN76CQ%`)kL9;>tar%!p{L4T9RBIIme3R0wJtqWxKIo3T&>Zx6MmH;6C zIXGk_+>@VSx^K0^6U{+)39#zGy&neqU;cJ`P~62QNb#NpXXl}OZlbjT2!B5n5Z^qF zcCfi8xe$G*#I}?hY#Sr(dJ!|K1xa-cTWU>C!M|2Zg`7K42QM?PpPwGQCcdjcMig_^^#C6W&x~dKsCBc{MsC%CQ*9~Y9fCTN=akEe6 z7HGd-VK^E1KwKml{qFT~3INz*JPIZqXMcN+3WV4KYGnnCu4>R>*t2zyOV$4}VDubr+DieLAATO+IB z@WLdVywl@ropEeL-E3_FfP#lC`?KhZ8yJ0Bhu^gJXuy-zxn~dZD0B9~O|pAgaG|Ky zs5$$R1hWkCB&4eL$#82Y-Mg+i_eZ`{yYG4qZQ`?anH@`>i5BTHYnMe4?-TR=6hQrTLUI#~3F1DbGvPGAw zeL=zdyEse{X+d!FiuIbp7riC*bNT?Bi7e+#sx%(=k4n1iMRS3SO#{@_N^kQf&LvmH z{Drvz2(K8KL^SLeK#FT15Y=u&5#!~P|Ndh--Tkyl0!Oam*^bqxci`@J)BTz`Nbbdn zTC+f~)nE83?hg7+SMfA*){Sj966yL?-K)lHghj7J$-j#~LBoUQCGoq>g?Q2x^uoEZ zlO6_(j8rZ-^ZQVb$lnZE6YUyYjh`b#w1C+gjJg1$)|?ChkOG3;P6< zTgizF*Yo`n&aoK0RcJw7UhIu*L`izloZqQE z?kVQ#FoyDa;s(p5Lce?8&FYW4-P^aOGni{I=TRa{s4|N{HaA3H5s0kWDw{LgM*=&q z;z11!OE|GnhLy3wa;oZF8jX#nJoFZmBP3Gg&&&qeFA!{5rW<;stB*}@@~<%*b zSEdmL$$o~TuZ#||MdUjb-a@_QfF{fpQCE;W&>WNxB~HoINRr)YD`kkVU&Elm5Z012 zuEr2mRH1OW)+C|Ybt5s-*f>gu`{u6Cv9JMG#M8(lEf%d z#$f1N_u;SI{?{)AjhzCMg>g zA2&h>Ef6p%<|z=o01FR?pdf;?i<7yr9fHT|xsGfC0mrw_Te<_VckLe?6w zZjrz0S0Ost~Hh^piuVuo$y6#WNRw z$3O?@`tkYdxbN!PauCU*zu(@28`%~U@7!aVrK~&V{OZ>mU|-YtsFN^21#$!T6Z-Y$ zEWR98HF75P?yLs%2C(k5MLn;2%$0_W5>!EEPfMT9l__cKsHT@( zXVn$+2w?GgI!N0n_TJYPfI*-`bF&H`TQd<5_1US(Ut9HHT3x}tW=N2MkPpcTg0pL! z;??}^QVj~&UPsued^|+!(=^(*AumFx7 zK&D<1Wl8Vk4aYe|OEL1jvM@xhIbB=uPb|f+rFsBDIgmUhHU}HmLl4yqC{iS&d;#~Z z1!9+7ThqJK`qwPu&ey83X%F)iC)@9rZM0@s@fpwlbO_V0Ck5I@r2$CtKl6w3p_Dlb8Jk8G; z$gF{?e9J5|b8`VlFMvvanS>f-%j^v5m}w{Q>;2`)r|tTKWL>~vO-~#QKl=1-$EY&U zw#n*hty5}WpioOChUVG?HIdjUa!@6XXfb@5asHGBLxrpmdQLxB*Za)khejHlcd{K> z@k^VL#Im?vS#BGDJ82wO)P72T?ab)la^ z);m@7Z+tb?n#8`oSanb4umpc9Q|zRcr~oea{7HJYz>gO za&MGioyYlur1kp-CAVR|?xTE|gs;&`I7(0ApLbU>3^>PO?GuM7s3knY*UVhKUC$O9;P6U-03(dU7qd&|3IF0 z!fzdsrlZgn?eB9}_gCr?Ls5j|X&!(EjCG0Cx&u@R{C5Gt0xUJwB6Qno*iLC}llTrO zaIFI3)jRmhmgKB-NE6whZ#lK>zgvVD=N>RIg9r9>&?AO8&Tq;k2wdtuSI>m%f?azp z-8g=2Z!|0dsne=FG?_1}k6;N2_<`J;m*Oc|Nd0J<>YjL7&j7M%37j52=xCtcu-?#{ zh&0X$tNCz*e&}50$hAA!;7g}%`+ihXo#bHVox0|mKLlZZ%cc=AMy}kPXVCU}E4w4(6dmb)~1^6 zpnvjP@_WH-u6;jK6Rt|-Xe;nqJ@(_}0)DbRh+suXb9E`2lF=q_n>}<4$sij#=xI7k z1;(LiX|9Rs>iN`83^dH?=j{Hf{pHb%jei8Xr;(^ZUR6dln~JunVQX^X&QSNYH$h>) ziU(FRkZ2fJh8X_VHQ$qWF;3*?NO9io;wg;ua?{ngGqL8}jA_>SQ!SACF&_Yt{~umxLoRN68&bCdrkWqZ3+1b5vqWt zFi+ycwKkj2V)P==z z7o~ymN3;}a+<-Teg~t(d)2i3Z6y*3MEnBj5Yo$7t7=o!@hQF+g$ILlHSqHb=Ksrio z+tB2kRJAylBOehKLd1>J4yHOg+Fs0&ApS0hK1 zDdr_}h~|5MKO8{?ao*(j7KFrD=ClWA_2GKTr#qhyRUjay7?B4wgpvHBv%tPztr*)k zt>1ZsXKfQ|;e#%hJgK{e{pL$%hYweZ-C@C9A8Uv#8$^jwgDNX#ucrxfW20N|>|&AI zc&Qy@d2pImt$>d`Uq7n=zL*OC!k$(p{jo0z0Z$_T$Ip4azekC#?$w(IHKh`kIM89k z$1-j}384Faqfa_QhGB1zLukd*{`l)QtFhZp*hzU3#q4ApsgR>hK!{JPifb1le9sOc zCAR=+6)Hx@%-b-)hQYVyLV5K0qBd>_auyrm0NH7UoC>q2de2FCi;=ujxf(AeM9+Sg z`CPAhX~1A=Y{){rTm5HDxBkJ)YOvo01+c!g4jeh)iD+Xe8=B}vFV%y*HgCi*DPk$P z44PA*Hz_R$Dc{hwIHO1XB{#ew^9`@VjEAp}dYUVG^SmJLF2=B~%cW)V#q zi>bP-?6{6HL+O>cNAf&v+6MU zT!?1*T*%50K(q)McZ*@{bMRAWk0)DS{nk`_a1zmLpzruaj@+{~Rc)X`{r=2LAY+nb z*to5?+QE>H zbm=LpDH&b3C}5TC0&MAciYjWs9a942INF=U;dLjhY{o9)Q*ID@W`Y}bL@tPt;!@sP{zh$1t4F z<~XZp-*4(2vo5G)>`$JXiQF^bTP&3z$T?uP;uU?Ps!PobYj=s%?U%=*tUCk;x^Y~> zJRCwBtMBvpAbI(SeJ^4=LcPn|rJOUifTDGpC(3^v_l8G)E60MTg)<8kVJnVqn(%j0 zu!~*?Ti#LVUL;-6KKoCvZ(+ zGZW10qA_@!J;y49(&8PKt#>CTDQ-2oGe7C^c{825fKu1v zajThd)14)!)L7E&%?BpOm9{V<3E8shg(otJ1E+acse&{azFK*lCO9E0r+!b- zT(w0{#`2d`lOqzVC=CO9(j;bLjMMz&$oL+brV7n(lJ1`?1+lzal9Yzq(_pqk#Ugx> z9}WthLHw}32fJko5tU=bIur#GKrrTHpwNDdp<4+Qt{l8SXA63Wu#+%jYOG8(1lFuF zR0J(zZ<9)460~uf1wpKDZ!U|-a0}}wcfZwlE(r9)!A!~X0hC7Ykpf??1Pu?a^G_;t z6(y%c&bR-`h206U{B=sA-?zeWt>iXKCCs zmhP$kxsSH315COVr}6B}k-JSxY5ZFzERrWkZtfno#_k&QJ`K5709e6Y=8BPWX@XfL zV!!OJGQ!y}FI+SougL(Z_TQ;u>Y7NJH#4IoGxykeIncu#j#kQR0i=uTxj0OK-q4Z`o8sI*Q63uRjbJ` zN{)-02QCOEY?sO(V4HiO-6JFX+U`YQ9)o{jU=W55uAo-3`~x$8T^L5C7r?uf437?( zrRL4iO>r{fO;sth4Ar1-ru4^h_s>jL*cBSP7$1CtSPTMs`51$~NXvX&h8tP>% zmC)bzf~q%yiS&bHPl~xUvRpSBAvYX8$g@HjUo}P2 ze^W$^`Cdo`u!oz~)W@q6da+1Ok8#e7HH|GvJR2!0owAAc6c8t_BZ@{(!a;)qm52hA z#{#=2v5F%T9Zkt&>PPIS!(#KXzsHCFa%<9m_6DccM5Qb_EY+RdAAMbG zSH^xEtdO}7e7S#`$yfrsZ|(+mocJ}jFQQI%yf_Vjy4Nwq3Rl->s}FmU(*m5i1+VAh z$!oLgrk6aArcAZ53;^|CJ8xpht(LF3kYZC{?{Ymfs^xP#_4jRU`cVywq<4ugP|-ax!t4# zR>uc}p-D2zouT0gMn?{jA)Lnj*{#MT8%n3QS$r(_1K+Alvz*Hc{^d&p(u@!$!#1VP z`nHwl-B91|mZ2RuVhfG_{;?9d7F_dH_A1CIq7@!HQPuq!q9C5DtIO32PstF2t|=P8 z0;J52sQ_xVS^3hZzC5R!*aSmE{uSokE-E!q9NJ@>T=a==YVFO)rQF=p`hFO>d#)P} zNJ%939C_%vN)h{CmGFrFbDz{u>T1DJ7PWjFbyS*L6ZuRZwn`dp3&P+z@-^7we!+Z);K+5lcelk{DJZ`h2MSMZ_7VeqFd3GmOU zYvn~U)@Sq-zEbbGTa5N|?9>-0op7O0e;s!zc{2C$WV7j`zeVp4_F?VHQWE?si z8)z>T%$^!d8NhOHo+x)e^=Trn7+5&-Qm?ewU3lFQT5wXPKT!V*eAp;gZZTDqdo+U$ zurG^2M3(R8t<=O{B)cDMSqqrva0%KAL=MtVm$3* zN6Xt?I_NBMR$ZoQlzmMgj1Ar?w66fI|hzj9!hU|{Pcb_ehfrd08=)mV$@co z<-qNZ#C07vjR96o)K-*Gq)-$Wv4L$5z6J#`@s>pb4Dp9KC^X;y%EKPTxd!({ax%C{~7Z?Cr+7H~t4B35b9%xg$Sna_}*R$n7B#TEBC4_1mc?b?v)mO01cx?b|s> z(ouGFG~Pnc*a-&)D6}!8=hF0~^>%6&HH$AJ_dRkt5uWqFERW~In=dPpw9I%$ROBdYZ-I?^Y^wodq z+_4|hR*fz00@q~gU`QkoU#!sCoXnBO6NG!OY`s{$kURYb12x)PfBfKhun8jOJuK!1 zB;Q>)y7%GDr*V0Fv;(pmrRzFAZK2;ErcRL_x&@UW zg)WtLNZBepG<#myDc5D}<@k^9F@@UxQNQ3BO?e|TLqIzSdccSayC>Gcv>tH{No>zw z_S0XG_PvU!F=P${=U|N6)EKHuN<&i6piesdo~Z|fVnMbhtwLc-xaJi;HfvV!>ee9N z6OS)`3)H0v&8F!KN(<8EF64_1H{Mne(@@wGT$d4V$Xn{^zS6WQZ&D?lXSn1RbmPeJ z9&c$yX0>f=I+W{?$|PF#j^^o$ z3teY~Bkq)1P7Ksps6$?726nu+k>XiMM;c@A0J|?x%kUD4>*X`Ntml_upc_P*wHu z9(DxRV_{QIWE$g(v6==)v=Xd2Td)@gd9_l?s@d+D5l#y_9i4`c|GRa^cAk$JM|1AT zHz@$1QeLXyFw<{zah+ASf|zUEQ=4xzM=xesP*>0lWh-^pr<}VlwaMLN^U^%JU$AM2 zt6Y-mI*(<^D67sqWWl-DTV&mkGl+fRS+(u4`(99SfjzJ84tpW0Z;HygAt@OAwH#K_1^2>@1PyB`GwanLb~v-VU@4jKjl#4U14=G?yDD* z-oBl*(WBFus#i{`b=_*&21oyepYw52wGEwMNiQ=f!?g`RuZ8UFVHr}YvG|((?b1R4 zc%DbR)eJu6n*|?AH z^;;%zRV-?&$>WA|Dzs)8ojEr^5&+WRR06|W`n!ymb+o|x^Do-fY^A*u1fr;1)%^%&b7xb$#w^xn_~={#mL9o z;@sy;E}O-O#}^6k^{HT^MaPqJgvi`e3kN~JgN~VJ!ILjpkhM%2M@By=4wHR1N4sA8 zZN5o_tw`eEJjEhF>i2S;n<8oVDIKu)5q!p4Na`AGJ5a4Tei}p-=BI=p7KD5s%{A7*Dcd z$Zbxtdz9hw;?2sh$;S2{Z?Aw>C-FxRP4Z*pXM6Pi*tXB+jo|fXtI2cvQ;iA3Wr|XV zUot58R(=eY9P_>R=TNGM7o{111YK`8(L diff --git a/ukazkove-pisemky.tex b/ukazkove-pisemky.tex index 0d3f41f..7e79ed1 100644 --- a/ukazkove-pisemky.tex +++ b/ukazkove-pisemky.tex @@ -102,7 +102,7 @@ \begin{example} Náhodná veličina $X$ má spojité rozdělení s hustotou $$ f(x) = \begin{cases}2e^{-2x}, x \geq 0;\\0, \text{jinak}.\end{cases} $$ - Definujme $U := \floor{X}$ a $V := X - \floor{X}$ (tedy spodní celá část a frakcionální část $X$). + Definujme $U := \floor{X}$ a $V := X - \floor{X}$ (jinými slovy spodní celá část a frakcionální část $X$). \begin{enumerate}[(a)] \item Určete rozdělení náhodné veličiny $U$.\\ \textit{Jedná se o diskrétní náhodnou veličinu s pravděpodobnostní funkci @@ -125,10 +125,10 @@ $$f(x, y) = \begin{cases}2x, 0 < x < 1, -x^2 < y < x^2;\\0,\text{jinak}.\end{cases}$$ \begin{enumerate}[(a)] \item Určete $P(0 < 2Y < X^2)$.\\ - \textit{Počítáme obsah útvaru mezi osou $x$ a křivkou $y = \frac{1}{2}x^2$ s hustotou $f(x, y)$. Tedy máme integrál + \textit{Počítáme obsah útvaru mezi osou $x$ a křivkou $y = \frac{1}{2}x^2$ s hustotou $f(x, y)$. Máme integrál $$ \int_0^1 \int_0^{\frac{1}{2}x^2} 2x dy dx = \int_0^1 x^3 dx = \frac{1}{4}. $$} \item Určete marginální rozdělení a střední hodnotu veličiny $X$.\\ - \textit{Hustotu $f_X$ získáme zintegrování hustoty $f(x, y)$ pro všechny možné hodnoty $y$, tedy + \textit{Hustotu $f_X$ získáme zintegrováním hustoty $f(x, y)$ přes všechny možné hodnoty $y$, tedy $$ f_X(x) = \int_{-x^2}^{x^2} 2x dy = 4x^3. $$ Dále platí $$ \E X = \int_0^1 x f_X(x) dx = \int_0^1 4x^4 dx = \frac{4}{5}. $$} From ed888e985703499a8b59833bf8664bc7288e941f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Sun, 30 Mar 2025 18:32:47 +0200 Subject: [PATCH 05/10] vzorova pisemka B - lepsi vysvetleni --- skripta.pdf | Bin 278586 -> 278984 bytes ukazkove-pisemky.tex | 4 +++- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/skripta.pdf b/skripta.pdf index 479b677c861ca97099f6746c6e426f5daed0e7a3..65109822fd8201a677be958b1d0c5238b8b16d3c 100644 GIT binary patch delta 14962 zcmajFRZ!o}?*@vyyF+m)?(XhVq_{(IcRo19-QC^Yp}1T5;_mLn;k>_@b8-Gx=OWK! zvf0eeY$lWJvz-CxW5MVFA>hpr8omGz8<&s}f{UxOxv?FB=h~&-v;$Qea^F*(=cqoG zGD8A66=y6e^csv{%UB`Y+yh$OIeFGmy!zKi;%j=sNaoXs{%F>8t7QGZ=rF@V+B@m- zvOJ|Lv%{||tQ{;pHrX!^@24Vxx3u@Cvc>D|+^zTdd07M2df^^Fo=`Ji*Kr_k28p`f zQlO{j>n*0`YV#7mCMB=C4QDs?!O}B+`?}`v?O&?sr#wioyD2t1I)2o4lJ=t~+7(gq zLw38s7q_rQb#&yNf2f?}RrQ?vAPP!M-E&i|Af0N$HzG^oZd!QjQ->3|rpa1j6`E9NdsrFte~&Udw~WB#wV8Sz7wu;oYxX zmnqEW@5_|=AGFmO=6ws%GHhjD5ZROr4v9Zlhw5hn_U~4Ny9Ga7+0xC5g+Gp=B9L@I z_^mJyrH-$vBop1?ECL@-r{{}?RdLZ%d>FQ7TiLT0?Gap_SootvG62-Q%t0l;svb2) zm1*%^U7wAEn0xSN+Xa!{=%$Afe7WJ<9^dQHE|c;rem{O15l=%GyDSu(B1B!RPPPm& z&C1>kD(Y}YqiyYb)od0!bF3cGrguub7aIB}z48Lph%abkw3sgZ5=I<|riKb=UIVZ6M__hj&rq5xB)s4TZETSszTiRj_Q z-V|-NrKL#|$GIc0Qm9}F`XH_}pX8OX8ElmFA)knDA=~eJNlqAIAFNT;95BJpsN7=` z$k~;ms!}2-J3S=P)I7z(-mVhVkyB7#c1|Lzf-=;#xR|9TVOC^(@`S7u1V(7bLX;NL z2a6se&1T=@H-TzdSJ2q!?@^GMvKb5f=XWNa9NpxN42(HV^qVlsD`Jge3O3aPYbG9j zy5F76#P*s3X9O^Cqs13i?+60%=G=)$Koc#iOyTgefnDgD}vgKY6;Q6eYYuUo<|`O>{sj=CFwRUutWvlGWAn*f`+=Fj0mnqAZ(}> z=w|q(EW!1iY+MmxaxYv-EgTGkhGr5P`3=t}>D9U)CSrqnbQBXZjmneqka;==8E>`a+SY! zCm7_EZqvQaK7{h&>1j3Cyn)zVNb*w~(KN}yZxyd_j<9&WTnzH%xLES z)W+!(zT@kw;cY`#r=bz4_OD8`z!@iewM=)ESTut^hd-sY8$CvUH+0fd3-8Mb1)OQk4C6p*wxoA=NX6`PnjBoFosj9&wm5}e zK$H=oI?S_4N#sQlNln{1i`);AKUR0k#I4~@U9)OUu><*^>^5U`q_U+&W!lW*gzZDT zfL!Gtt}MI17WPrx%a+ag{*VNZD{P%3td!XB^cX`q54DUzTylVV;1bEXx*N5BJ9MYc zw&so#ym&AfQ_!AJWYQQ&QNkZye1a<#09XykzFi|93x2W2NV2p@!-}}=xx-Z|RTkC^ zXZp98y^z;3)OOzz3bZ+P8U}Xb7{32;dVD^!XNA@7k~u((wQ)e`+%Rf8o3|_z$+b21 z>f<^{Dyp=}ed&Y|(=)|a(>no`b$kENSy)wTvZHd85?y45Ac|d9Nuuza{tAHv?9p6g zb%Khe@(9UW#5D!<5AG8^cvL-E#^LnkBKHJGYZSSl=6TA%jWuBG=(5q|kgPG(W|Mm(jVE!F!6ia zXZdo{U`G$h?<|E|1{!{+LGPai*3fvB`aP&3`}Lzl^`VL#n`|vOEmGkgYmbx|kH!r+ zu~idS$)brZDG0+(Ho;8aNhQ8Y!uly{;%6OkgcI@w8|_)U7%YTiw&u9ZiiXg_ia+;? zb|v8t5pMU9r|GJE2M8Hy5m&d>G96BfeZJt&M0#uKE)2Ay}w0Qqm@So$Gj6R7u?cp@~yvc#?{dU1S!X z?z)@7McMSH(q!`@VcVL?w5MX31=+By^R&1AbnMWK#a%%UUqx%+;|0XT9drWILr-T{ zuh#Ll{^=Ze95K*Ydtc-iLvlkWZWBxwywabR>0$1B1&>YL;8zge-Wo!qtR6rLwhtQOdsyPmdN7{;_=pfLNvOv(od5fr z>JNt0gj4vkv`a}u?%uz$6@NAU>@imXIK9)!1+@_E%To1S)&w;~F6#Wi;!zFpC8@G9 zH-UE~{|M+`YZh-E373QYKbvC4*0oh8#!f8m$qu28IZ057npBLuxnwxId$x3Zje+xa zhQn8X+dg2Xr+|)vOQ6;%;R~Vi`GI?FxL?KWztX`VqUJoOR&@z>G$7MTDQhMf5AFGL0HlapQL;7lserUA$PKeaaSTYoT83g zUBMgr?k;g@r6AUCZD70}xqX425#Amdcj>M0?*_QjJrJd;9PfU z&*LZKr63&I1HUedq}r!z{{9pZnR4~HvdZk>Zohvb%ca!IdxNSTG4n^wNA3BUYc$vK zM4dlJ#3wB+b#rp`bT|36)%WX!N7jaX)jREQP)jMkO?C0V? z^a#^^HT_FO@^ylsEu0hRKw?p%#7;5hu{VHNl>C>+t8CC1!X5`gkc;RHL0^mG71fI| zeFXOw`J$=p5v+n6!BS8n3>~?+9!tDcu{XuC@YVX6{g89^?oJX4%1D8SO>YZ+H-ud(ML^OKuS~#0X%4)27TW~Sy-ru|$X31nnxCkl3g(|GAz)GRVl4(GX zDt_naVItbY#9;RaKa#sajXXp=&rR`9pqUjC!Om!^M}ie16_T}+=Dn$Ju`7GRS$QH| zCn1*8_|uy{1P{_T(uNvz9nZV10kY|pUH4^ALwGq&2{KvhPr97PY@P=5aF$H`8@rr* z_7hx83o+i8!`wOC-D0H4LZ<+1!xkV~_UW2!1qXT{yPbxhReBm9t(Qb!GLGFXcC&hh zk8)UMrK#V8g6-Na7{RcME&@8whH^~aqcPEl=?k>QqPkFy*)t#>yiCN+lCI1|{~`SI z?)CBV-qrgO6TM#ijTtK#5rh5H2h+?7tMkn=Py-s~uU}L-NyF-9?Slwk=s9pEC8%ig zXk=GcH>4afFi*VDM!`xOJ&Nt$x9DTUkZ~{SN42`|nGXpLW9||g{O5$Syv$W*JNHjM zGtsg~uSE$=+ANHp2lqF8%C30o{Iyt+Zmk>5Gt=m>^N?3ZtSG;yXjHNBu~q$#ZW0`g zov3BY(eF)eVOlT8_3FKHQ`o>-VCs$GmCoEzvUBej`ecSJY)}7tH_&S2|4ZSH*bAO{ zTk$J&cx2S4&27>Uv4SU1Nkr)MY(fM1w|(vk8#Hzc0@;B@zc)XtA^5ECV3<6Dn&`{; zi>t({*3vn$9M}V=RIWLUYL4oiSb1!Fwfn-3Ma{d6_n_PYjN-&SDHw2?EB8T{LHUAM zR{Z^Zm`iY44vq4j0yeLsE1HXX^^%e*t|+FfOr6l7Ff`epsk0`=X02V&OYbKvB8ocZ zpi$Y@K4SgL18XZq(rDcA{|Co+@?gQ_-rqE5@+&}+bl#Bo9 z9c4Airjc9NXdwt1z;nl`YX61pu}c3-FW#uFVS@bSTT{H*8Eqbp%3h_8cP_h)eti^A zEEVf!SeXxImX52w9CeEOlu4D&PNR-?FdTFn>*W9TupF(gPyr!(Kbjr{EJ1t+OoX|f z)A|=9OrEPu-!enEMq>1F=22Iv;zf1lq_tFMT`X$F-B)j1edm}QZSkoD_XkqB+;t>` z&C>9YiVt4$`~C}a#AlWkShjLl-q$XE{=3BYx51afa-53`aijbK;{KyDNFS9MayFv_ zCGSPRg?6`x~t zXt6z)aO96V1MH{_|4gfe=eW{-_59+*cZW{DV9T$8K0pER;r)0-bjCFB`seQLB^+98 zTWnSaNKU#QuJ#D6dW_C!eFV$bH9cls37v&eB>OSu3W|tFUL;d%2XZyXZZyIoP zuN~7*xM`dI8c3j!j(M%k*zUV|N4xuv!^2oiLto8xY7UtJ3BnRqo5PshkX+2BvUg<3 zi5g*m_k)8jX%3{+r({;-JO%a5YIvZSr6&Uz(=~USvwwW(Thv-iYrrT*j-vb(0=7s@QS9(iy1-cgbepw%y ze|>+QD+%pJ?riSvOY>NcEk;hsyVLuZu6Rmy%|A(WmVW1UW3G9km>PQPVk5@vQY8RH zy~Ox3@1F?7mOga0Hn!$;MSB`H+u$Z4B)Da|OVEol8RIDYF0sKEqYgxMACWx0g87=z z;Mh*KpBLP!g*mUt4nL7?y~s#Tb1VAx!zbqMAbM8uOK8sJH^105NU^Ci9L#Mr&QtVp za>Xj;$B0v;Tjxs4Rmf!B!@v|*U6BpYiq#NQv)ZU!VcBL|C`T<-E^joPZRF-a?XD@= z-B?v-I;j7Ij?HU%(tfC>!oq&eoqE3aC@{ztX)Phr4}#;pO#HDXef>l$|I}t8uJWT# z%c(aULYe}H+&!f1(*hr|M}4siQzuk|^1B?sAfpm5R-H8X<5Vr$FA(0e(by0;Zd*+^ zZ75#v>X8JG_kKfB^}1Y{$$C9&4bY98 z3&qG61JQnxlvkz{(Smb@im00%yrFhVjI_P&8wpQusC!Z$Mj&r+lHUakWMjh#%Wjdc zlJ+gZ;+9Eshp_>bIKipQG;mjv%S0kH0UOP2FkM{i4PUiFY;mJv?eYFGxK0mWF!Fgy8;T~W)eFES|_l)+tU9Igu?1$;e;P5&)>V+g(d21;qikg z>bYcsQC@eq`>+Qd`qa{f*50PnV^w@++fw?+$YiM;)1SUyLd7vz=w1Jy?_qBRuOEv?w5&GyXIp{?yWO?qID&byB5)x1dPY))g@23$=n@0Fp4Z5z%gf*}e^ zH^-l)W3CCB5lBC+IZdY@jO^*CS@xt$epC+?O`XV!)m{2FIc=n9Hg=leedH5eOqopF zK(9oBMf$MKe$@g|vWWyD?cTA>cmd|;HUPd#K|b=2=J#D%%sV-LVjUGcE^7qLSC2gN z5YKQByPy6Ga7+o)x5&Un*&FMwY2ue#tTuL9UB`U|->Ien5d2*jrn}AnM$pA4blgm25 zZiN7a9)nPBC#72tNor>fueDW*B4BZsbhWR^KkRkf&X3>_aQlBy;Tz{o5+$pb3Yqgv{&KLX6s(C5eW)MSjax0)!U*W+Ft^VP-M)$f?d};=s24NpEATHxSy_ zN%N!OJAMgle5M7aQXzEyTBV_h&&=!kAae%f2G*NQLj09i5ZlisE2Jl&!z^Pw0QzO^ zj`yO8M=1Dr%j1h()|t;h>gRirVdCF6};f_&xBV$hm>Q|A7~y^@7Zox{X(|f$<4P$FN7eA2wYd2m(?PJWA-D zXVT`g@kAL&h~SU9|Mpxw{$PBsoW8|fg1mmq@{4Tjt{JcSiP)j!x%zV9vYl3*($_Zw zd-22ksPMO>`1-yk zjWe>frFlP3S33&jojp3zUa9~+UJrG)aL9MjZtUb+weqg5g+;ObW+t-M;oY{%GBqmtMbmw`TK&GJORCudf5sMQQyu z((cQ_nEzn$!O8l_ps5g4_ z#3Qcbzr{;f$i7wxZZb*Y;K2eT+z+|WmOTI5qdpmOkS`gnm#CPWR@gm0p#ztd-9__3VR9?u>lBWC ze5j!1&0u(ni1d@0X!>+{L67$5)~;O<5n8bObMp^tr!1rvdySnp-C+ zu(Pvw--~ z0sq3JL>%5OS+&zPf1cjb)rW6kXp^ClfoFU?lB652u}Ay^N2T-=Cd^*)c<+s?Vr4U~ z2RQ!Ou6s0bk+TmwJ&!2W_Lk|`5~Zk!=$Gd)k|~61RgFVGc`fbN79?~TJIztioB5CT zJq+Xukhp=sM+=%bC{WzceE57f;+$27tYwgk9Y>yp(E+~QxFnnitIi@T#2jF>T9@<} z!c*?XjfHUtW9{fGDKJEvczyPKl!0Ldsr5`e)~UM06udGNo8N)@w>Z>>W<57?5taGe zNGXrKqES+OKpD!#;S35P-C35h%H!|Ga58g*V@;q|U;`fAsmMr&>FBlm)PvGISHS~C z{FX_z#+C;}0c5j& zN2Is$EK&;UOhXaT%r_Dki1ABkb)_C?g(221Z|d7a!%x^NF)nZfb9=M@myrBVb7*r- zgJ6Z1=J@~4VAFcKahvT4{AmQ^I9dj!w%(7! z&)4ICKL58Yk2-tc^SJMI`HRo@etPL?xz53m?8k#alJsvslwT~TMWw0>{~qqL9Q+^i zoqap~9<%y-(zHt;`0;OUj~-E%+n8%VZ!SHwgblv-|DC;bX#pK+)g=(F;B{%=N+D7J zM!J6xb&UuB(>rQf(}Eh0%vqqBoZmdTK*!dAl!n-KsHbNG|IXXv{Ytm`!V~&#e7^^z~KBvbOs#?d6|JWcdiL@`QH}%A@3Wdo0h>2!Ll}1 z_VTP|t4eIsNUFL#vqNUB%53$WYFHiMjoEQ}LdY?ZE#uUdj3BtBX(g==a(z*fozZs6 z3vq@^N5EgUy;#fSH26x9Y{nU56Z_9Al8wPXKe~dEsps{e4AHWZBZ4OCUc!0HQtkbQ zrp;cM=X7Et)3Jy{#siCQSPSKt3B5rZ@IA9J2>UsT+)dV%fv2VgxZZ4AxE;(uC+T2` zGO_uA?-O<*^>B0Axapa$a(xYJ)#v{ z5?8R?M*B^r?wZ|~K)|IOa7F;0XnkkPHeJ>wE-AlOGfFtWp{{H*4s*TCI-jN5Yo*1o2$1rFWN& zzSnH&DG{TVI7q`aSJOyQLbNxt8*}O}h=DeInr|{I+Xbh&+ho6=Jmq$+mGmTZUqVPl z@b_tYe>Yv6SV3Qk%-sTRdwSIwOP*d)_zD-++1-5_dAfvb_suAF!QHh<5oi=x(%=kUvGS5Wc5eAw&T3u~sZ>#n_`79!Gz1nVYP!tQ+W!C}pS=U@bfX?5@&(`>3 zj6nUn3^1##!iwAA-W8#)sbOZGM+=xMAJ;H#+?YGV%e_Y;l=br!ew}T!G8yP zhwN!kF|jZGy8i+4sqTu_T*(j5g>OH(Dj`A4)s`J@ac(?aVSgA;D~?uZ5DZziXifd( zC1+_1HU6>}R47m23t=q;vvXBRllllQ3U>1marv<0Y-?YU|7hjE!XJZ(DHyziJ_=w9c3rsSQ!2$rv;Od%zFx(EBkKhZ_xG^JE z--#1bf{>Ia$BRMOHD@{VD z=TqO#0BP-PRI8+`wK^$+bR$Vtqp(g+k^G2<*(bp%c{7xaGF_%r5IG^y3gaK zuJa#Sj*!Po2_O~{sh>HG3pKQMS+u8R#O*aau{nVKku>692aP9}S#oT;k2&VF;I5F} z-EM|*_P*AZ&cjF*E< z)E$5t5pst*3Ua5^>m_z?--L@Ad7z@DYu1P+?F8r&g_;X%P=l-mA{Q0YrQfCwshZaRvLnpY=^$^LlY-%N81r|X}CSJ#Xm z_gavsvps6$@iD4yg7g++?fCx3YM94Agf&tUeuOrw!xp7X!!q1;4wX4hBa#1vCS$Tk z_~bZ!(vRn)EL~Uc=pz2?0tg`a&~qsmg#EB`=|~Iq@9fwZ4fgNv7`D_b%blGQ{qNpU z&8iACP!3}F*8H}(UaWT52+~K=s0X<>2kW*K%)H#&^ekZ?;u#Cr^8djEA(i(y`Jj>Y zWlY><6FcV+&xyB&Oa$<0BZ0ZGs3JjNwLWGviC6r0+%b>}zBX(T5Vu9(b|Vm)%2y}k z+wT9hm<2p2qbdvKYl7D9$HrY3G|-5%ato~g+W20Gn96c&25s~BkXB%f=dR)$1>ag% z%ZH;rgd1jFjRsW|vI!Ac&{L023v%G7Eeb~SgRuTXE^GyMaFf1qni*fYY1k3-D2V7u z9B4ed%5)2ep)BBa>MTU1A&|?qS@eg(e?TQ^(mZfanYEVRp2K7^4MQ6-4`a^!9~^%F z51?dbbS-z-*F3Am!i6hX-X~m{t<~2!R11D;i!kCqi4Zfw1$fh^mmbrFF*0$yQ7qZc ziO(AatYs7qfN`=aLN6)=?3Hqr$CpKE-2az#<-tH!s%3tO6*MkVuw@g$c zIZe|3d`{i=PbNIhs-PW)hxVU^!`c+P5TOeGu=SX zHy8eTG_VgUTp36uoaX!gXlv*Qe~ScUhJsf3<#nYo`Dk@dj2dhUwJQjMOeh7ZPvM~{;P$5_74(_9U|ZU_#JXVHJPCwi z7w*XBysA2>`#W=nu=E(q!rz8@42E@Q5aP5Vs@)2(Mkf3f1 zcQ~jZ)C483rDnr{CaUCyJHye=K^Mas4<_96~C;2Pw=?mXjAkK_oX1o zfi18+Z(I+U`sEG}%Ye@TLLuyJj~@ zOyAyz6*8evY;LomaOb3QZ`;WAEneeg$bQDGZ}dp#TLQTfR*1UUQoLLPIt)`Wr7%SU zHIlak4<{M1E7i0lppb~6=T;>!x7y5v5*E&8aZU7x4`*W<;#o|di)ar#twM3`3YLbtG$-y~ zpHZ(HWk?ZrlHy&tH-;+bqJ6zat*h^Q^7bjPpW}XT6d}?Ffhue-O@Gly;=xa~N~e?W zD#IgLvKxpRkff;Jo$UmG8|7NOhu_5UoVbq!){cP@sxJLg6Vm8kV;R`d9lOSXfhg=X zcX7d-_yH7SI>WfDjTUf8)Hcv-yGfknH&a){_WUo6D7H$JApSq-yWd!LW028YcACBo z5hO^^o>nHDhy@#(VyfPjjN7M-{-q1?P#Lxo{<;K)(O~iw7sgJWJ z6sym8?45h7cAf{ZOA@FWhQXttf@88tv2w(@;)d+m2%Hw7IwQxRU#oskRHffaFV&Gd zd!EpftKVrzR6?}@xS|jF2fYgwNDMLw^Hq2B{^o~Mf2FYCk7B-KVvG#MnKV|%9R5et z>8ED34mkUak2kiSnh^Ch7w@PzBohzZ<|9p{kOU$#d6(r6Yh4$Q7ts1xSl^HpcKBDQ z4bR}2a3j;uQ`@G@WSPjM&sc_5 z;Sk3`C#|Au)%cTv7CMrDxERj@A`1R#->gpU%{g8c;|PlW?S(`HSReFAE%CwE%09wM zaaKsl+GFbi5{M`ee??pA8-6h?{S}xi2G5Uu%rtC?)wIYd6sG@s0L~b03Q%{)jS7E$ zjtYO3d=hEP2*Sia&jMes=i9)W`sf-rI2wHMl|g_h-O759%*STXlZaj)BiapjAc4G$ zn<@AnELv|{{5qVcyF(y|-L9eDs3$B3kvZEP215vlb^ckNMr(seGxwMnk*PaoZ3?y) zc87v-<%?Pn8@~m!QHxS9bhRwsWc1;`*$Io%zI~nsW|jXf?aghaV=4S>SA$gR$$4c! zd=~j7#-VTTnz10Uvf3}Vh7bL@22hJwU>$|{x)J8M9Iw2C;uU;lef`o@FgyxQTX14q>JziY_- z;n%`_C)aR)nD{3coEnkPwNbV|dH6fc$W+YVwDHE)r4~rvuTifaVZla&Kjuj=ZqPr~ zcE-izlp#JTZ<<4gX#(%a;`6>A(9pQN@uC8nugYhr5@VW$if@F5;?ExTJ_c4~ZDs05FWfTt z^ufNRCjyuS6bL_b7pN+Hvj;K$GddL#vsjG(__TQR>eD~5wD&(W=+i(fv3uwUSl*mw zDyu-kp({nQ+ZU$z{A-SLFK;}ueo_Xo#&sh4O}uyWKiLox2u;&0e{*wmdW`WtGU>*j z&9>R(wK9AZJaTC-M|`j@v|Ai3sEhNt2N^qb87fyFck)6SS?U<_<6d-~;WqkM99J6J z`bX8zS>ECM*IkFQS8ks3KS#%W@eaiH&bRTD^%>mSEUq-9BWKM%>!Xe*T#W#!hOZi5 z9YS|!NaOq;nqoCiuS$@$gpX>+M=4s&M%}hEV_xNSsLaaWg}U`*QO`}g{E-dHW>?=v zmwfEWXxgI=f@gR+3?Gs2-jsxwt$+2Ml_i#HG5C=h{Om3~znAGkyU8uZwavp^#uf7_ zyygsqem&}59awwEaBLBu@Yo0bXa!p>-Zrm&V|%_fsUP6oy7st9Eq$CFcswtZj@z^o ziQ`qi8HRb7v&uq7P_*r|K7vN)DdOhWZhE2bWa-y0tqrfOTh6xQqZSIUWmu{mji)cM zi=`tqo98}HElW$zyN1zpxUGfo26q!{9$Vl>j6&<6U1}&gljbcO?ov=);OHsUg)3&= zG{=DudQC2y9e?OnyaZXxn%e~AvbW->WvQ#$x|O6m{)A)UQT$@BN4w$MZ$^{3m%k4c zfe5=->%<7SQJ+p}q7s(W>M|bvu$qNo{GzcBS262{Ah+-4+ z@EtFRYSP?amv1iSUv7-w+@CDbq@qI->w5+p-uz{l7m2h)95DJoCD{Qo1o8o|x1ZR54L&rzoD8!eL^R?zo57Uh2pw&p=u4e)Q9s;{~h z@hctj&FxWo6>hqQ7~VIT_Q5~-QV~E>Ngeh=e4220I ztD{L7Ds`zbGdw&HFe)UQ(#@wu5fSw)RxXolIX@H}OombHx^RW8(JcxkTJ0s!UFPqnjb| z)2SO)6(x-&@|B5M@02~xB{4q8ITt{B@iN0IRT>3h$|$G1Wg7`0F_sOn$L(HGw{NEE z!jc%?B8Ms1{y?)IrF3g4DcuW41zhBwSPa0kcM_fRke24mt zV!zLM-`q#zq8~`Ms7ed9Y5$@Y<0Jv4`jLya)s*$is#tIGU;*tIZ$H|E`ucLSHjGd7 zSwS;0hRD@w=w=phKUxY*f_+;;w?!?=GPVjKVz&)iEa6N1?Hq%iW+`eMdW+ZOQz#RE zh%&n{l9eNWR1?7arNiOMbEx32dcKh1RHjtHZlh#(I%^xB%20CnLHBE?DF8=Is=jRF zoLkqk=yG{!4*~2dgE&XLcAgqRCm>e{1J#1^1=}u1zRIUbP7!< zPM8Y}Q;I@7RrJYpzHv#DSA_{m+>8y%4B6VL)vq__`z*^`58ir9kG>DbnT|4L!Q)3~ zT^3mWUDfYH`<_Tqx5NUWGy=dec@AdXv(NDu`3z_Mg_DA%KvY=+)a=2ZcMvIBjFaR^Z~8etne;2$kz{#1*EaYphl5Jg*>+ zu90~(lZ1mg-Y1giZSK|J!DYNhQcmh;-IF*yuTt@Q$m8vUH94tfo~dEx3%Rm?6hJ7%WrQE6`bP*{QD^F}3ZM-1CeWlEWoq$AQaKiXnSXE7YS z*lkAUy5&e1wn|AraYfrAB+Ld^Cg(JB4p?@VvoJ^XX?d@13h2Fdq>hm>w}L2k8$Z6ylK}v zr|%=`<;N*O>{fC&g54on=`#|S4m*nP0sc5IIGQ_l-GdL%cly;sJ`ZV*Tr&lAf8L(K zNZE4a{f8c%X-`;lq(LbH5=GZRVFwz{SZDNQ3|X}n|JC-Suv4DAUidRUP_)6e9^#GP z_hB1PVq6p6Er}0*`(5(t{`K;0WqhU)+*|bHa}||YSNPRYxax?O42$@46UrEa3hINB z?5JLkvw743rIid*HYa>Vt&3Q}dfdgsgRK?VeU{t`A!6|cW}&E8d+&&MqJN{{Jn^S; zdXh;2K(HeVifN_th80n;sT0v6=fN!x_+v!wm@A`Bp1L1Nc+r;6J&)9K#&go)NmdCtf9@e)4veM5cyii4y1^_TZ z@4Pp+8U1l6F#c=vyHr1$!B%`>eQ zWzTkHI{u3912jR_3wkyNxWHbVXi}p2G~wQCJ1)mPJ;Wk;4WR!1AS%lK#cksr(O2&> z_x)u(Q|~sd6)|&4&Bi^d@1igNzhY)Ot-DvZNy@RR3c5fSwp5t2^)s4Azird{+7h_E z*VOUn&lYa$)_UJ(V8ji*Z%ciO02)FMlXkn;@BDA;wwipU-WRkdVTbA_T6~4Fzgm1% z-t!n34bi^R5>inkzMgm{)Bbc!IroMX=4toR6r`I?hEx6Zjrus&<blA1)jzYab&!fXQyS}*hi|)_FkW1g+_^QtDK~6&#fg(ZVX5nE+prVpg ImO}V{0RNVI>;M1& delta 14520 zcmaiaLv)}Gv}Bx4$F^tGlk=;+v^-H{|IJ~yo+`9Cl5JRe8iQ*V`UWhPB zSllD^NDvXuH`Wb-mnXZb{(|bhuF3ot8L2(`TJE+#c!$havqroVT;BE|C~3cksQ0Nw zSfsysdwdv8zEc5!`*UyRbU80j;f~7iri?SbEIr0T>dO_u5-`3Q$l2!mxNm8>xw^Wj zPEp*}IlqZ}U=^5rhPD|J^}$j4B8QE?rb8Ns!$xSGUc5G=phJ307I3-KH?`3^cK(W+ z{#lgQ(kt4lM8pKSijN+VQ5cgZQY5wgx|-ETQ`T^dX3R7#ryxd5*ZZYACxBShn+^J z5T5G-RvFi~R>smIMS|<5#kmMWBG905d^r>_@A0phOkirZPjoUO3rV=E!(l(P1o1YkKfy|? zX#=xE7?s`06mLu#yfS_;@(Bt2azZfgg4kc$l(2w7sU2RcRw2e_aDq1C;sD zjh2oGiVaPVqoBq1dpz|CIZBV|k>R6i>8% z9koU9S=uxB(*t|wO|P0>h=64z;E_>h^*BB!aG?Tk-Pk@9bG=t9ag8-_FMd{2(Ji7( zBePxyHWH-;XHICJ<54`Rwzo;!aun$Z2brexM^9aAQgMn@Q_D`wm59(=WI_X}1f``$ zBt=Cs11JBu*0RyDbumWPiiC7Rk+USy#jm7ku!PH~>F_dioKrno<(JD9@K_meCl8^b z6jn;&7sMN;liO)+e57h#H7VZ!eowE&0(oG4yS&N8tJ$S=D2u<^%dmX(%e@N24~qV90weX=MpOV)UBBtyIZj0P z8;fLje@&55OJ!qmQ?dDm3|z<0On>ANqh57(Zk4)MWw(C$5nYi~fU01@p@yUd{1=_x z$vuik025z?DV?57#J=BdjT{F^4yaN%6U%|EbT(cp9!(Uw?6gG^ieHUB&93Qlpekom zqcgIhb!-qDiO3B_z^GTr;C}Kizpgz7`wgW!C9<-g3N}|OCyhmAsS{}~N(&Kv!}aSo z)3?!w!{GhZ@QI%gfWK<@k8MuEKVCvnb!juzZ`1n)+sl6|UisFlO37rHa3PsP=uA-) z_~FcAzA+bo3Wggg+C$Fr5yfGv`0}i|tE4r>BF<*FH3eU({^FLr74XH2ts`eQ6cx$ds7wYkTQX;EkHrZdge80W(({Uq@nD3>XNh7zYh8w2w z7^6;Q4IiY>aRJD;FC>D|AEIDC#gMm@>fN~*Yl^5uI=D!q6^U*-8X0cuG@k3@^r@@s zh?3k1sX7Wufv#91vg2rKax}IuS&SrHoCscH_t{Y0R?Nb}vSS+$UYnrdW2T>DiNpwA z@ml79<9{XYNuHGPX1SUn` zw{W)8EqkW4(a4fZZVGtBx59R=L=>f6j|~|tk?(B`EAp=(PLL}U+b@6DYwt+}?Vdbz zOLMl{moaQ=S6yu-7I~y+wH%t(0{^bb`CHd1G}^&=yAMpn`XY8>xuoy;3y z@w(~($CB?jegkE4HSndn!=sKhUK;<7bCrY#FX8FAhq_dB=jgNFIgZUGor*n9`uS}q zVogY`2bkFwaGtoVat>3atvF02D;ADhRZ&tI7WCgMo6Y=1-mTkYQ*eC|&062*^_PCZ z*=)$5s~_{B5%2mDuk+9PD2u~}cgcd5iVw8_DT_Egsa?T0GWD%UvIqNDaOzQJ=5GN@ zQ%{v4xcX=1YL+ra4Qa~)u-g=qni`-2mZVtvoN>QmIx2E@th{X`-^Z4g;KOqF&F$?R zx)!`z>b+c=3`p%7mS^3q7Ra~hj(MC*qN`;~rg73Hwee?L4)}s?Tav;ReBYsaiOIl$ zY%D}doTSeB_W+UCwmjf@vFGLEJ*Nwdj2fE0V_ji@4<|B}EaIYGaIeB^xkI*L$qTt; z)~@Hc`wi8jw~-yZQM{-kNx+8RZmx-c&Hn zCG|BPJ+}@-E&kh|N_yP1X!zGoTgxun#<8g)&X4_O1nNQHE<_&L zUK07xbv_#1u$gOg0UQd1@W~I zk|Sn9?Q65LdlwD@2rv837xLVl&Ko6b?+LS;LQEAuAr=D2;kFs(UAEq)R<$806V0~Wl4c5s&Zi@2tbEd_k?zY&t$sbWkw zf!0xEvHLGxrfZ-$Yg6$~n?qP!qX&3%8nt4uckBJP7OI3kE6L;1d^r?ApSJEQFRz>E z3q{wMv!M;Qt_<&jqD#5caengh8TewOl0hyp#KJ1J!Qq^f1t-QFZ9OS{mk>9*Octxg zD;sSZs(Aqaz@8PO(X7wz1eaID+z#$bsMq)u{pO(abB6>^Wq_|ebW~;72ODi`dH(1w zGUR5p-2CkK@&kPyCIUHtQb8Uj{cxOpQEUA;8j1R_tT_2AFB^ySN2hhflsBcDV`I7= z2|pu)PMOiQs=MQsV}kkwbt$d90q#S#|F}>;QA2c}lMi;NT;q|K^0vhI){WXYE&v)7 zXGD95BWSOvlA=2=KtS>%TFk1;f=+e=33@5}TSGw6xz-_=I)kGg1GTik>9Fa}+=!bL!<+06 zVq@-UO#8`_F>X{~6}=R;zd$gGpLuVvNV?@N8dEzbLKX>v9vdh}OYuogQ{o#J?6y!Z5uVaz!uSLWO$h$e)`2jPw-R#Ko1YHg; zV!Yq51lkg00y84(QDy}n37Xlay$W+rgsf=@M{=6s#Vq*%S_NJU23KoT_tj|9jKlCE zl^_{9;~yD;fid5y0B4eF(pobyn7Zz*33)cdq!$K4HZ)={eTG~-+C3==QeFSz%Qw2y z>#JA&3HYs%>yw+0$|{RTt|XPDZRFDKG0~e**=&)mlP|_oS0XZssKf?>H{;xB{gY^Y zAkT_#ESDG1mW_7a2%}b9fwend!mw)C9)eL!OJvX1ph+mv#o6zUZTo0dz1k0LSFN=Z zydRo~xUlW?TE6+k-3Xb9zQz`cxd6^UzDU`&E&q3CS|ga)`H1O^&;w3yxMsEMy}~9( zQqDFQ-e)IoOSI@E z?7gGa#7A4xEIc&-dfN}BvWn8@?`;oJv4~%VW|H}ZWBli@#NEM<3ib{afc2(o=M!<4 z>a`+GH5!ZuU}j?ae+sRRtOHpaa__OmgK`ivoEBYgcOwGm1qk=Z_^4(dLh9iJxd2xE z>RsQQ#*8`QnrNK)%DRRjZnTwKQ?x06AI&dCK}GY$mmRslQo|&fyB*hW)T>YE?=OMR z%cF-?#+aO&@#N#vBmX-INJ6`G_guhnWLtreu(xMnUCZw2d7Z0>-RC1(JIklW3g~KD zFor;u*sJYJ-r2Y|_!2G83hPvjq#~QntzeW^(o|JMiD203cO-xgV@05FYw(RDh7xvq2W!^~73W~w-%5}jXCY* zoY%a)Q)AKsH{e`k3!(Vr)xp8IG=3gx-O>2o&HkNmj1nbc^67VC5AUlHnH<}`7*!MO zY8LOVQ0r-Qp=nGH3zxz6u56BG;5 zGZ*xcy$CUr%(NG0h@x$ptd~qY>=cBj|4Q&*MxW>0e%**{mK(%KW3~d&9In_9y<7)w zT7~}1@#{`%rl?X^aI{nDY=Q#8PK=%Z`lG1DTbWql^+fd*6)J`>|7mlS;YvaT3T8!sa;|f!QG+A1akC1D*F4UF4Ry=&U%?DfN259M&|z!rkiyv5xY({b%QNPCTs-_GZ37$x@*J=OhY-Q1O6X*OWwu{V4bMk_eY zfjcz|j|JL-Zt?Yz4LH`WbZ8;(8aJXabyFzcPVQ^%DO;!yfZ%uY9Tm)B#OroD5=eT4 zCy)^2jc*cP9I#-ZXyZdjSY)UcGB-vC$EgnZpy zYxm}(wSEI16K6{W)q8EWTXhRB_i3`joSzX6c*Y?fwlvJ+02F?Dl&sO2-*zkA3Pa%J z;!#0ey#@SxifyH)H_zeDtV3uoBa6U~qNPL)rW(5utTp`fmO+fwH#$tUMh3j-*vo0q zvMTuL{((?&7>lp=!q8W10_o_VK6|>Q^?g%(dL8VlYmQYJHi6JnQp|zK0+U6?pafpx zzUew-^w*dZz<_7=L{%I`7Lr#hz27x#U@-I)1 z5;`ypEt>MR^*jlp396S04bImL*BZblD#)*)p1pfd78<9$bR}~dWRlJboagjQNZh$M zj51c7Xp@z~jX{lRHG|Jf7Z}k~8I@=xsz`ykP?2>3aK{2qlG~l|!8TvtK~fY^y-!rZ zf)iUqVqG~GsTLs*ANobf|0;8aFf&yPJJ)Z-T!GV-Q=4QQ6RRe0tn~03uG{;7mSUZC z>$MrZL#*lz?IkWfz{zNa!Sr+fHs&$Xkw~{ACaLD&ap|q-rHqT`gRs*2tj&Fzd>AN0 zesnGXM)i9>|H;vmuZPLz%Z(&5ea3YgAFri==s;#eqT)xgQkgp` z;r5Pls2>JYe=UYobZt_Qc6#B^Ckm?#&0=ZkII9Jc!^9F&YDP_FVp(OGrXM`;<$|U% zu_zUj)*l|&-Ef{0tiDME3W2ej!_h@#S=9^y)u)74zaG=Yqt|8RK*hWcx#y|pTyc2z zYP`q@XL2?CzLgHU^s1`udZ%Ppn0IPG^Sde6iGXOR3EO8x^<0*@b!hb}vaxPt9LWHnx0#>s_RJRdAc55X`B z>L)Ru?U}u#0^91=Llf9p-CJN)jX*!{J$K++ww^t+8}1?813gHE40%wFUSZOyabAvi zf(d;F)Q2Bj!$d)w6r|BcR03$ITNE*njp#41fx_kjF%~)5qw8oON^IrG(U?Z)Ee@I$ox&;N6^!^(NJ_iZ!EM; z4*2JLZQE4`Ek&=HI7Go*z0aZIbxt?&Av`J5VsFP>Dy{zO8E@Lt#sbK|9Y+Cj(cDLF zlKSKilcREjLo+mg9VS333d;ZTsj!FA*!jACs5_k^AG76>0hJO+LX)AZuYlvYPPH1h zO-w80q{X$ZGD@uHso?Gy(SQRGp!U?w!%@sRAqdl|20ES%C(_nB2v_tiJ(9PeUKB1d$=G{^nfIw1Y`17O4^0}B377`RZAXn2L)kyQV{Fk(zz)j}t@ zFYEqKmb~N9J0@WgdSfr{kc2GL^P{1945^$q^OmeBAtMQ`DS2pNY5=UboRN)!e}Vc7 z?B-fDnKxP7UM@c(RKGYyTqZ6z;){oqa<9hOyUyYpJN90_mHU+u`W#et8!4o4N}#ue z2#RE)JE=MbGjXLqI{GpYE63P$Ow+j`#}p2D?dqnkM^`(@tZHD#^~rHxZtvjJ{C>5n zu!AXhO{lN*xOKkq$_L1;kDlA^Pra2hN=S{Dl~yIB9kme_-8m+Nv+o-&-oiH{%nvG7 zi!>6o?r+}<*SwUErkm(=y2EaY8Ki$rDbhcCS{)}XZpoQ>+1O`wO@$5xehc@a|9%wO zj+L5|jotZWvpRvYbTIy>`Qc@lv$1(h*px^n2xWVCah4bKMi0_+u3Mfe_d!^ky!ypUf<#LxZ=sos5`=x*fwN?QiL;`A_zRZ=z zSS(eX+zXnmZ`)bjS!3CEI}dKm)CwwDTLC*R0zV=SmR?wOb_m{;s|<6sA0=Bv8~uat z)9k+edw`~}djlu7MgA492eRti9u9d9N0DeT^}`W&IECTbLQQ zpE>{>f~-mL^}pDjf2EXB#4_t(P<@lyyMIChvysPQ6&^0MZbL!4+jasME{UihQ%?^# z#J-G7lw8KJG~^>o9A>v$Vk33oIw28}>wOr;uDe}D=$VeQddU>YRum5x#@4!Fl`Joo zHgUOnsq z^Tw#K;85pcRTvtRhW-p|7+#vlTD)`Mp8Y*mB${%D3=l+*HDx_LrjSAnAQuevpI{G zrpKN1a>w`$uI2_!+;)%-CIlnN{J&eojIK`nR(qoVjzNKBUbuR4HI06dArf!!8Wt|Z zz%;~o?H=^lQZiP7yV^Wjz%r-Oro|Kr}<)4{i1-{(x1Mw{UGy}{=>fZzN2@9h12wT&@>#=CBUbXWkI zJ^ev>iOR~y`*nu%`!?U%x6|)2tFJF@r4)=8`{nlEBjSJV+OL;O4-G;6?}Mka*Dej9 zCyk~I%oWrjEw2nL1u#&#fYdib|I&RSWUweHaZLCFKJojlP~6kGCpfk|WE*{Lpfo2Q zBc0=8L8ueNSkJVfvgNUdvIG{dHRopxo1N2~#mQO`AtPvb(Hb_ZDxR1^PrW_gh`v&V z%~r(YZqBYvxQma1gNeBkr`3WQ?I@b8zTm{9L9H5hS-%!yBk*Lfo0;ObOJ>Hhv?jy` zWn7HzKmH~k(X+pf{`Bgs*^Zg>%TD@!Q*h^&(~v+m z`9~s%10>6O_B<=L4oa3#w9Y|UBwv5W;)TugpVIds8gQljlB?Kt+#0zq{nf-OYa=2+ z>BT!8(=IVO(s-^_#jGgkNWY+)r?n8Pnn?yI6r_R!t%nvxH%UiMT}Usw*n|xA!({$f zk9G*ES2?cv-T%6 zUHS%J0GgO1zMo)f8iPH(NiezbU5)gDV{%yw()(vQC_jF|Q5XkJrAz5lE#z;XpT3HNQcNT|McRX9}v8y}zWIEU< zYtCQud$h>IKjg(hXBt;*@%gxMv`RLGilnO}OjoMwvMe@flgJ99s)5!-D8%GEYldy8Zcf z?o6!>0*bC@6K%s?(6FU3ry{c7PZ;&Hv5z>xrgrByySV#`{I8!&F>N2#+N~s{eDt{u z0CkQXJKwLya`aC-;yH4#u0vMPc@A;a18BbnKX>Y7-=(#m-~m`jlc z{9h}1)6uhI+l?mo)*cEIy@vwu7T2S{@qABQZVc)X+Va~ty>Jq5BCxqL^^6By(c?n7 zP7x5L)gu4}W>=_+aKFec1p*41^>@!pAdT)abJ3RS^j7@2#a0cv+CX#8`JCX~(H%Zi zXHj*gK@qLjuv>ZbEj21vS*)VmLPRz1H>)pIF|>v4uXuqc?@}L6H!j;JbGr7&faCgR zpL9}i+>Sb@!6V|*Tv!F8W{c(6ny#mYu+h@Tq1ilK9VCl61OBJ5q*||34IzXt057bm zrN2ffhXilvWwz%))m+o@cJ&;)!QU2^ zBaMczlE3Gi_#sE)krkv)OuOyrZi$Ta3!GEm zH|pKJ>;t&X`NaJ7@N@GfchqpmKuO(D(M8W!?{0SgsERZ5)G9hgCf|cC6%B;DH;GW0 z{AO}4HvBWUxDx{gN9kY5pV9ZAc8hvCd84h%CHr4rGhLi*dHQ^>PyZf)FUR+@gUh{% zdmXofp{XjtZf}pCv!C|6-8_ppqeD_vs=qqXOYBg|KbyhZ(8n5DM;FMc4j>S(&5SZ~*;0ICfaRMGIkpZfxrT zLJ=G5#gU43#;*BS9Ht;D&1WFRmVcCMkL{YUG)>toU6-z11sR@n#7q?mRVbAo@(-CB zLC#Exkc4vNRKP$#5j>*jY>g_Csk}v4uzvhjzySYGNP-MZXnV{^wygdizV!{{-1Y%9 z%l6N}J+T8&iF$kz)e^Z-lo!hA3Zlw!Cf5HumIwI^Gg()N2@P1$bz=68DoSk1^Dlcx zxnhFE;xU^1$-=Fed6F`ti(!En_xtQ30pV@$ zC{e~4`jgD1;~DxB&!qzq`V-A1dMX=VB?o`LD9;99aDB-qv}1U7o>$~dd-t42j!b{A;N{(Ca8TUoMeZi9jlURMHq>1EOMrPSx;F)Na8?ke^CB7mTgTn*~a zwon3S3#UCI*deE?R&JAMZ4%i)Nt*MRqZ{MYH;1oWRtZ65;e428^}g(gd^Y_Z<4@%WZ>k)=8}xE9x> z>LhEd8-u<~0gDMpu~4YvpeKb^EU#3YVsn#Z6@PvhKrl&>T+m!Kd*RUVC2 z-NZ45A!`z3RdKb>VP~`Z+Sn#I$eMYwzkB2a>^xOD<;aVM-t6C3eLYJ*eGi+uxC?AQ z?s=gJ>@F^)vuMOtZ2{fb!metplt~Hq2Q%8I+3KWCp8xBVvJjPJ8|@66cISX{<3qqoo`@1gsT!mX6aolRuAGDf3Xt^9 zWdH6FjSCxv_pi^wgWZT4xc^9aertH=0R03fh{hfxalWjCj1KAn6?kO0f-|ghxt<02 z4947s;~L-|{S%(!UmUsRztTtb4^uQ%6>4PAlSfF={TMQod7=i22`SSyonz%cg z2i5U6Il*YjCr{xo;tdq6-M^z3)Cj}99!+rHP+^tOiOCI`sA;IJVB!D=$Nx^&De1DQ zhwbp<$NHhagpxsCHo_!Z-yaa(9;V-){T9@bC(*>!5n03`1t16nAdX51UvF3tJP7VB zFCA&evLzpV(Kz)lscP=7Br}*Y3IByYb5#?Y@s*vVw49V%7T#wUK9j!CvjA>)c#_kD z$^7%^op)v(~Mf6U|Y+I;SR`5HrZCj zk^xv;wSG*;{Zq_{WDlT{w zo<&x`P1VY`K*~_M7z@Zq*g#9i&xJu5fF)kON>75F{wa!35ZKW{tLzlux`(-pK#ftV z?M)0dY&ga!4oO0wE{Tb_pF46dV!$_9zyJ`4^K4Y<>Jo@i(Ff3@#ivJ!QXRJAMfs^N z(k!Y@gXLJWdM&D1NBI@4M5H8?{QXUp1Hp{Fqi#=@gt$Ge|Emz&l1V&JJz$OLjJ98h zd!K$npoYP267@MU4%N7=hGw_J=$g|RVIKU z2D{+Iq8~{CT7W(Yb!oyFBc)h^;4a(LDVJh?$yux=14xSq+1nW zfbAra`Z+poZFGX2M3iD86<)}NPNBk9x}I+=D19N6LQ*~!QIPsW=`oaQR6U6x$sb4zEuHf?CWEP5cv3t z-*K(>GXY5q>3fF5lbzVcG5zNO-$N<#pbCxvm{@j{E^^@XGcF`tvwP-Q#l=EtOPt|C za%it>30Ww5mF2T3=D)AZ0}KkSxdL2mvP7BBhh{|q3q;Fp@utfjs2hBNXzuJFZ{209 z_7kK0TM}f8_mrReAfK#WJ!Pznwnws*s5^&V>~l*91lsm@oV^E8z=N7Xr2f+j9TuO? z9inJgx)iFkiKs;*S7`cV7fpY7gHb+fNk@SXF10)Fd|dJ~yl4e0u-y6+eAI@fIq{8G zu801#web5PzvPy~aE~|?=bEdvsXKD}6#dn12QvoqL44@oP~qSp;2NDydtjCC^wNPg zzm77V90C@y*N*I9;Oo|K+Y`i5;3V&p7{p-HfQ8SB>L`*p7b~~5{$p5)5bHxaSP=X4 zbM@Yk{G046;m213@Z%O~%u|Sp;9<2)1_0yAT|Ar^yfY>7SfUIoqd)UBv{ck@E~6*V zF$Ttm-A~u-V+?vPI<6PYW_@_TE!QK!H%?8j(!$1EbJoLV#i_J5mpX>>;<85)|L9b@ zh(1fXxD-1jD%Q}!-i}qo`5WYQD5iX1g5a&^O_;sxq&(LHe~kHYKa+x3GI~b6*}Tu# zuVKDjDgpi!KswMz!N~>ol^k+YPBrgb^|b=O_jt~iHQ*}=?CQhng(B8j+Do*JFDbMH$UY6KrEUoHO9*!Vf#zImiD_L%1n4<`<8!Rq$RKp4`iPy}VIg z278sFpYOAg4Qgtk7oQV-(KV@2_#Qc{-s@a9?nXK{V=>y}t2SHi&q%n-%K79Ixg;4A z+I{5mvVq>`-|0?w6~;gNqK7!4byZ6bOsIYmzC8fT*!#S%`l>e1cf#QIxVP)GGv_j# zyH#1NcfJ)Bh=huCg1)-chz}hl205#z_otut*8HgB(3|2n!pAOFy_2{TguGr3WjgQb zy?>nFnpvK%QbsU&$d5OfhN;S~Z44ZA1(EJl-}J#Xr462E5LV`PKs0#K`nniCERjB4 z`Dy_7aorCOfxm}%gwMQUjFfMy(dY5P@dRBP0R;El1DLq;qD^)jYC4)i)Bu;OlT;SW8k+w9un`)+X9z0x@m(2g#3uK z#ZI%rLZjhi?5X*0{~{fMDT4&ZESt;dHI8r}wHi>GC7i*8gTxXLJ&g(s5nR@-=?eK0>>^R3Oj{TQ zLknl<1#4sI1y{8KT=x;cEv{0JfP-(sJG{Bt%GU-ulVix9{XJJdiX=Wgxyt?JN^kd` zT=`?9i?-VmI^H9x){br+#F7V{tw@op_|=28{h)+96%qTdpg#*U!26f(8lWc|vGs`^ zf=pUKW_#^;(Mz~E#U>hlX9Q$~ebM0PT+QXPCZE;uSE~ULvG2?dJ`E@(yT{wSert{K9Wnd~mz zU|>7?jO^vqi~$_9ZpDpqG}%PbFEqm2hFGYzg0U^HP1Mm#>-q2_sG8k-0*;s#NAc|? z#}}-^-?cz0?+8?JW*=u@gh8)`Z2MRQU{J)$;;!ulqV5@;^P9dA;YAwjf$K zxQEL#ouc>M7uZL*?!%r}4@v9wmz1E|H?z-w)i}0J;#4~jnz^KNEjjV`RzEKOIt=m~ zM2-qYDtFWc^kK>8TI|PlD*6C1eCC{zz=T0*V*&7}eszHwXx3s&T+~$BI@_TY>Jwhf z^{9gHv*Q{PfIM3)O3oxLpd3~3!3di%j-O7oPFhakB?sRal6XUP*&eExyCBN8;iw0m zr2|t^JM~S$S3HHmR-uJ^m!K0uIVNxQTUK|+iIdp0iJVj0y2AD}sq&CQP`Xan>OfzV zk{6&jeUx#ZI2xBYa*Ewrs~MAk9?>4t>wckP%rpP(+JZF7HiOmg$z(@3kyvvoDI*|H z16J7xd-((5b*)|D8I_##@k1xRYbIoql?pToC)i=4tXEt^t&#DsQ#=jl#nDK!exC6z zY^P{9=aBa5+k6ga4t|2b^O*h+zq)>L#|&_-a)suLdb9n;=-PMTn&-B7a<)8l!PQj- z;r-vYcMp8jrRKCC4)rQa2iq|BC|6PXgpW^KRe=JMKyr#PDKtI~^T&N&j+fi+;efvz z#KzExITjA_7+lt_YegJcp{~jBk(QFC5#Q)VE)|Mt$52!At@&}17p>tefB}!M&>?5= zr_xHmC|=Kx4Q^x8ie)cw7)a2{4O~q zy4v7e`CW8Mb#+N;Gr8nSp@H;V5d4_<0CPy?^sU>}OXBC@OkPc=@=+sS#dIlMJE?_< zRFV5FSU1X+sH<1JCV6f%|BQT^ZY?jL*-P@NsHqxl9w2oGZ)3d#M*^%4bdoHw*j0M$ zB02ln5;fjnW^tJE#B55L&JdsDE+Jw{8(7JsW+on5CdO#2aF!5?+EX|;WIcKdk|mpn zH7aNm%I1;W(R}0S%*SAQ-OpyGvZ0D?Yc!Oi&xj=|>eN`tv!-lH@Bw9yP7g~HxBDqy zvu~{r6}r(Rno`~4fdGfym@7sHzk7e&{<1=&36ImX?X5A;SjswscZ+g&-NV3kKcUAg z+&%2WaXI=x>+Er>a`)}Pe}Wms$vT;t%O*SCGc0Rk?C0=SHxapSM{nUr_-3|`uW2j4 zD#qYuJ#d_;YbH)54(I2q!3_f-I^CckAAO1i(zV`CN z<%W4F@le+{Nb$68j|xvdFMRHXyVsB>>?7&?NNL`LC$*Z^D?(xivSfVXaIw59yVkZd zGvzoP4KMuQ6rjzoHBo+e`WvFGLngj$YSvZtPN>Ge?TBKS@0*`za| zdagnsK1cbwrvb0%d|E_TEHCK5iR3J0(L%Rw-1Q=;Gl-s;(vb5a&L{nBvL5q!&!4Yf zO{3C`t)&4WZV*LoX`H+PEp?Pd&Mk*J`lz1o4A%mZ8+&XIB0Izzx^`Hd&D)@4U;59Z zHM^DuJ)oE4ijFhs3eOGWW``X|ntn!8MmvQ4r^}vV$*tTbf1A}?BRjTi@ zjyblXHv8C#{H&wes57z~;nAgeEog&FLSu`*yy^;JGqiJ*z_c^g_ecD$GT*G)>X{s0 zsKqUq>gV*7C;D}MEex;n_dfsh;JIhA70)ZiHt_E>E?+S8O@b@d;)X6)vIm!O->f@o zRap>VygEpRO>j~6Xzfh89^>;3n^V@f2LIRyD(5xbLc}!lPN?Sni&E~JR@F<=O+@rPmKFqCsSvW8fLIc!4 z1Bq9*ZW>xJRmNt2a%!#&tBS6)-O4JvmeBt~otxnQ(KCZP^H=eR?@U|LGXQMkZ_9mX zw)`FkYsRUL6=M>5)f9Pfe24UM#` zbzi6sI1FVA2X-t3Dw2ZVQ$Pz4qQA&51N|D};0A;Z*FcNsj>}<|L5&va_FQ=IzdoQw zi*`G0Zf}(FKAio0n30prvhu@h#{0Iar?Ff3!yP@?YCnF(7On5PJ|FvTAya;zas+xN zJvGo|RjW_y<1kB@m0>NDem`CihfUR7vq}A<0y@~-o7AQ?GLMJT@}GT^dDqK501GX@ zPGRF7(Z@$=`KzVvU;Rtf{r8o^ZChWPui6KG58XA2;DN_f#y%mwEw|ps)M=_>Brwv} zt@D9rVEZ$ITTj7Z>h7wVX6;#K!@y-#O=a2%fc9Qkcgdt|c@M74Gsh?qfZ`s2(p z(i0{q9a_8}>1c{5e^v`(`L8@tY4%2Tu569GzkoC`L%ZB^_a3r}i_~Cj9KT})LXx9l fe(~Q4GW&N8rR51j5WsS9a5McRCl^ Date: Mon, 31 Mar 2025 10:36:18 +0200 Subject: [PATCH 06/10] prednaska 31.3.2025 --- skripta.pdf | Bin 278984 -> 288376 bytes stochasticke-konvergence.tex | 70 +++++++++++++++++++++++++++++++++++ stredni-hodnota.tex | 4 +- 3 files changed, 72 insertions(+), 2 deletions(-) diff --git a/skripta.pdf b/skripta.pdf index 65109822fd8201a677be958b1d0c5238b8b16d3c..b29051c4481c17c4fde07def1336ca679087cc08 100644 GIT binary patch delta 66904 zcmY&20yqT(U|ro@%#H0~y*6+3q#g0b(0k7`;d9_%OgCQ)ZdgV{K`4a~g^$mT z##V!3Mlr99goOS+J@x2xcG*-(ipr$W4RAoWT2ukAZuWGuy7oMpRp0YH@;vhn(N6ky zc5wY(;R1ddzP6@zI02MBLz?lq8$Ep2c=EfyZajU*0PQRacLuxv+)B~bKwJ;^Yd*y&b-E5$h8mv1YB5vU|j4 z3~0yu4G{5B$-3Cg3rJ6%Cr z&(9@{ftO5x&d`$NoPk%j-H$dON?ns{ww9u9auyyq)wW_pMm9~WiHQ3fo;De`e8ree z(=j7NIhx^Z!}IinE5mE;Sp6j7(F)J^`~aHdaN|X=!xnBU>y_1NgNe1aH&I=H?rr8cN{g;bx-v~pN+9Yd2_6zC*L^P^T%6R zHB?vE_K;Feccqh~o$7dump&A|3IhK6ZIC~V#KdfWQ}p_a(f{p{jRE{H&=OWJD3e!@ z65fexxdPS(%rkI0p0q8@o5oTE70|I`e4xu7gKfA1aE&|H&tX)wM!W+r!tPd7v|(He z?8lM^hd*;2X6LA6nn$;zR8jvG6!$xhas7y{^O042<_zqjg2N22iZ6Wni57 zzG*`ev2~clo-t00HqH32>c=h82t*ND;0oHIyASH~a!WQN2>e^rspw(9U4$~-RR1U} z`7ZXCsI?W>xfQ=Z+1&R}f!lC|MKLh7gnXC0SmyM%Ef33SC=?~1>llntZyM@=*GNCZ zam`^`cf766e0r@VfOQv{8W0pyTVA(it!N`c2EzMx&!}Vs5CMZ&wxs4Vx*8W)cab2E zG?258J%7Wa_Y1rlTmZZI=4k$B?01QS_k28Vv*uFBig3jzXWD0=1Aja-e~O%2WPGFu z)^@yX0rFl)4{CP2dj7h;lraI)@Y&)J)3;EL2h46JSL(7HC+8Y;2I!1!@@Ph3;w#}X zPY+XzFUoEFG38f+ZcEZV7N3jA!5ksc9NHY2376rnZbX09^W)#9G1PF_b8t%NaW89F z#;d9-wV2}%&)n~W(GeWf{BBPy2tQZ<%LU^$_QnwuAUWB_5wq2XOHmS;(9A*c472kw zlOYMpQQ+^FAt-2X4DdP3n4*QYI7aUX3ge%gq@zn4gjWy1;zbrSrX^$FE+LMAL@ep- zuzZ|4Gkogno$2HF3xwo}#&i2R{vwt&J`3c};@Kk~7fKM3C$^iU{`H%j?l+5=d_gj1 zg-?48E#~$z4QahXij(`Ipf!kmozK5v{~(l4Oj5K3uTc~2PJsHPRBx;pYQJT?!w6E# zR{6U@v}0eq_ylUdMFq`YKRU6)D1>T}LtE&99M~Yyop*Q9i&S(GUC;-*lv&}~e1a29 zQTf$mj_~&<=Uj(4wTh`6Vo*%73X)D9>B-|-OkFCm|IP)P%mdaN5WQOr9^yJbO{d1b z(a8#G<245#4)B{sC<+e~biXq2Eh;V#;l=0f25lcM@YV%Ab!ajEAf>LeBe-$JX(2LH zs}ytp-sivmt0{4F9Wi&5s)@Fp2wJ(+_&m+w<4K*3bm``5!+^|y5W=pxH3k^^Ax6jM z`V%H}=qgdVOFP~BP$#C_)gr6Vh8*St^Bv%P$O&bD0HEdB)}j_q2?a`%!CkrrUI{+y zo~N!y%?$Rc%5jGiHW>1te?NdY|mb6LdbpECjO}NP_d8P_FyQet5 zT#*^Z?xIq1s!ExuKCw`_(1q?t8OAfwbBTpgk(x+N>gKi26+RMGc2bBe>}KXtRWS6p z&8%!bz_NBhOC8H0Pjh5Kk5a*H7Nw4VE^oC=31KiyYck5!+}7N%W+`>|h#+dcgk4)e zB|@!ZlAR;{PF}-Tu*s=bA_nEELsiQs+qprv=A%l3VMn~&h@gR&nmSqtpN(r{C#&(4igihd>zfV567tv%8d*Ie{k+1X4|9RmBeA+0`{ zb#Gp?W)s>hh&fSwwMt!pG~wNmSBlT;eD9w}we{m_6WRTuBFXvSEy5%FzP?db{m=W_ z4#0zvCH|~EAfdpM2<^&@J#sXlcH)M&37P*WL!_AU{j7;~X${xSqKr$pb~nFhH4~-` zU@Ib7^9;-dhv16QiO~CX&6&OYx{<3~Ncy@J7ml45-z~(TBJ0b*73u$FlI*sEHvGEz zfF*y3%YQx9dUgb3Ys00xnN$epvzk@v4P1{+#WIRW8{LuQsB`v2inL$Z(RC+)J45!# zZ1-gGckUQD#`r`zb>g~J{`q#(|$RZY{I-pWrrH)#QxYXRbkjrdd7$zhUm!9M16_{Ww*&=#!pgAM+VjXGj&cs3BbrOukKQoKv2l z*y{?`kcUr43|KAeY}6<}`57|iujR4y-)7OvqkvERwoTF3pcG0}(6$8y$m*Ndf=qX~ zQmZxeqvT%_b+n(H3U6Mi-y$EFz`H~Qo(PFRpX{HaNeTEjCC>s^q#8ByYgr-`CerCa zbfhG2wj>FJafOkpaWkwFPOQXq`ei3o0Lb?zPk9^`IYq$;`@Y2X*V~L+-f!%UECBf%} z(_*t(M}ns7<*26kuiDgi7XSqj3G@NyWsS~cAe5WoQDNBzbnzEX8A0_dzdBEQem6LL5^XY2BYGkcljY`wq0 z@8^wm!RGJKavaDKPiB|Qw%ugdL$1L@0qI%lPil#3Bw)k)M`_Ix!XEpl;EIj|jl;^J zss?F1HTse(hML_-`j>rX3yjUh^y$jy`AFC4&Tyge6bKQ36qa56htY=OmbiJ_PONkp z_QBo3h#?%$UfRs`oD#DO1;Gs}9nfp%nY9@QqcU+WHK%{=`swEA$hmEN4_48(yTv;N z;0L`LgjvPsNSL?rJ2`i0bywtbUc%;Qc{+>z4QdC%fDm8J)A_dCw_q>V-kfK^>P$pHx&P#Rk?t zIph^q?>N~|6l>VmBVN1e3K>wS5PNIs>afDJ#y zghOCMus)cu0#;_CJCySeLbR}}MTnU4qR}`CNUQ)5uRM-$S&R?jEkvMN2r+ZIqlU^} zr3KduD81}5zcHi5b~$r;cQB&<1RrTtHMLB05U{nP>Xo4pnw70Zs9qpo$qUSFV;#l$ zPYXHkjfT*OPA8o}c!en=-t4|eVWr|AxXQ658526v%34PfXC1vLuB3NjYXRdieSZnfMykHs=GQ@~Z2@fT zEUf>7GV!Mz$l4zA>afmA!kF#z*|N=?7Vj$F-j3yN!+a{<(p^_Shnxv^brGI--JRbNdgOO+e4nyX zdp<*hzTD0@TdwQ_*yrJVm%(|gFSfqw5Jk2(wj6i=CXQ|SbPo$ln>#~=Bq~r7_&@b& z^10PP9+f0^`F~$eX*%N|^Wt@@EAZxxAsD5+boJmhuT6$E{DU{$A?i_biv}eRz1jB5 zqYRoL=g9lZeq^R=LR}kM0q_e z05Rl*kane*=rj6>x>Gt4P@_=iF9)#@(^s;u#X+DN1jnY|9 zEQc)bS8H$p5J@@$X{N%W@HS*=Axlfxn^_1^(YsxxNzf1U7no!POEpnZG7plyGg|w$ zaEoYcrz!lR2jJ>%;En|8k7T*A>T-8h+B-=MN^$kLHY3K%C6G|q1!x6Imt{Xf)wN6^xDc*lYYzqX!Ax)`-`scT_DdQR%jx-Fvj}c zma|*Y##Es+u1j5mPh+xDfju z&{p6sM78_p8rC$>bWqSP*jznwf{@V6uzex{&F5le6MkUsiQB+igcC2tawn*`e5C>>Ot8qZOXaaCfURGHad&St_3 zk+idI|#m^i}{l%Kidf)LRX;oY=Js8L9Q4LOa4JZjTdH5PwT z>?k0pC=K85q~9Iu`V)94Vim|Qzow!9d)=F~X#CEi{Tz0d{J&VGnG+;wS39C0gBnpN zu7{z{>rt_zC8%Gv*Dv_%-9FWR=Sc0I@)B=|)IW>vj#F#~8Hj+LoUbLuRpW`B#qN{} zL3qB6bdhdlN>+psf+Si57y9FUcW|+FU64Eqph5mo&*T{4nr>7(9T9^0Gg5IWEy4|g%+ zxpp-bhivSeX+HhT6sIa?ew^|mEN2271A}O9eRvbZpzh`kyQvgt<0!x$N? ziUzktx{T-j1MO7P7rsIuPAs_03ZsYh7u^a5QD(SXU{gTM1Ru0fVTZUwpnL!5QY4)p zLzBZGZ{nE>>rf84kSPlfCLvgFhQ;Fm)Lkeb&v-{x|?ZP46b`E$>|Vo90mcs6j2Lvde3ZDsfi zI55sE^?t+FWjEaP41r41WL2i{ij`uk`^-Z~;E8~E*2&FNRYUGkU~aUVtPMN!84yGd zppa~^{PLnpKM}Z!rP8nVJb#XJKWpbx}q>&`1OQj;{$pVI5 z2|AHF!1R1{${m?fVzE|=lQl$TGeaOfY9NPHKhZkwJNz4z3AuP~qFWyeU1fhiVRY{K z6=TmC4FdSrSBKRPz;rR-NfSuOIraukg7Zbf6Y6d?8!tI!45nKhj;Z5cxI)QJDP@N9 zNnZE$Ql(!3Nz2a1uxc3%kIutC;)7IJvLH3L4kyE_Pl##>)^YWAF_5Tv4HqEj0OdVE zTT8dU39BSF2Kf@B=amS@=yLEe5f9t zz5E&CFA+QC*qff54Vf804S1}Z)|h;l>Vi?$K>~^lQ;sk^M+4ogf%K|io=?2 z)1rizCLNLkAi|c+!8BJKF?(3a*@EGQCv=gxA<8#*o5Fn5CGGRToNB&qndY5ZfHXmm zp^DAFS+S*J4p_J{d>|p~z6=w*yg*wvI<|=pJrWfV0kZT>+M+3 zNxlgmwb!@t-Hw|=*>ot#`^jt-r3X@wLabmu|IPG~{&Lj*+fN(TBXpxg>`QYP{X$VaM;KcHBIt(YNv{%sMH{O(D_nXjFvFOmp z*s9dBD(3NesKT@f9iZrGO~(X5bG?0BKy)&)m-9W1#2l>mK{1GvmWM_3op2RUK62Vq zxRrkq*GQ9Op}kUZ434*jl?*jGv#D~xxubPNkZL-gC?`n#vQcDLqMOzxA1DDi!;v8Y z%w+($s!1`Eh=ro5Bp21-T#YUmHR`{CMFCbc!(VOYn>OL<=;9kI4}OiwjY z(C;eQkRFQf5Mwx$!WZFg88#v+AR;?*l7~HQLnrUSf;=jZRv$HQMJFeBY*F`*M>Ph0 zEto;8yPgo;-?Zm$bD`eTafrIH;ad~{j?lboK8tB`&?XAVF3uyNUUllZt&1oQTnQah zbBw`6oQ-FvfF6cb8X@WA2)R!mxPQQKx+Eun@`y&ia0dqGGQAAujV6Nk9THgN;zsct zVK?1D$Y3J5WT$WaGH)l|%bayTjmfpeHJ<;rvs-_eH-(45x$9Nx8n_;h$18aQYWrIM zNa6HTpJnm)g@WBlci5fJoOOyzehK`G^~~)jd{C=Y;{qbvNf40Tfl|761X8$oSLjQ# z6u4qT$Y>cI5l8QZq%JvG@XDNvOqw?&MPw-14{pL=tI(cImE($hNkz?em+Hv6X7wS;odT7Nb{`f|xHR zy2-fX#jz|W!d|*R#t)H0KpNbr*z+B7snOxeA2#eFO)Uq47r}7HES|_Cki5*8%qcA7 zB9X=x|848sPPmFMSY`j^u$iio=)$fmYfGVO$Od9U%zcK`j9q)-t2B24uu23#sf&cm z)+PU@46Sn0B=@ec2P$&%@G6rQJ7A87v*8Z@%B&0`=`FOY^6n$NL8C&`k-WHy6&6Qh zzFk_t98TZl3oNQWV8(2jDo>p&tau-V6>sTkjq+DY zt%{lRaS+7z8c?=pbEY5qjDEg(ZVgci#pb}`Tf6zD!D$bvNeKeTBQkpyUKxx<@5cm8 zf8f(PyV91(lt@2Yh)Ot8poak2ZPBxKHtG`+xUit69wWSOY^x6d*?~Rs$7x$EH^Y4G zH}1%*+@JC{w613iR=)>27_b z`;^TLT8z$zz&7CtAfw@0+^gcq8`H}W&d@n~y5g!+Mwc41e#VvaV z^(l;1k3uT0czJ5AP(ofwOLJ`c zw@CIJa|e~D9W^jB$hr+C)Yj*^-kX9l#V$UuDuFZrPXLc{G`#6CS?nx2`$urJK~UkL zu6n&$2*Bc?zKqeSDWg)R3b1e{M+vJH-AunO;yjW_s7;as( zQ*8-;6;O4o^u-W&EnaQfvTV}x?Z2c82@-B2sPC0S_87m9E4ea`9w$`(0oI&tq4QcF zFEt!QK!8X~B_u<{diE!h8F4J`@GqELBK!{8Iv%`WG}Y=s)t-Nnahly{?PPE^KttI9 zxFU%q4KW@!0|<5#f-4`xMMPZl1JY7kr9ncTyXG=*`54~PcZk3Zh`aT1`j1s$g%T?4 zMtOG!Id+x^>VwqLf#$7qjOmcSoxuL}kbzVH@tLh62jmDpaDHP=rLWZAHp9k^M z_Fy+zH)gfegfNSZXEIHYuounoj`dVP&XjuOkoW9%9n7u0_mkQVLl!QlPkgAqYxG72<76fsUkzLkdbpAx4!@TCjk0XSrSvn zz?zBf*K1$t_O(6R1?*PD4ga$_`mZ=Dl7DR-Uodk4!+nB|Kkp__UyLbx`-%#@P2SFZ z%9C&x6M*-bRqKOX=VtGQf3KIot2=|gVUk@Q&6vAm`}J6VyuH<-++~xXcM}*xdZ|sD zx4C}v|3dXrLf%aJlU;*CfdgxO-KWXneq3+O``9*=`y{FE(F-&c>C1W^Q0)m`wrEdD z8l<5V#eTCmG5Z~pN_>WQadeQF1C7zQOxn}EYXhjM`{5QyM^Q*_HoxB+TW%SIf;A57 zJV0|dl%Xb+Ga{9ujy9iu$I#G<%%L`Qa5BELJal8z(4Zev7p6yKSsjp}btnol%797+56duSc495TcqaOUml9q=7MBnD@4bA>`p=n$H2$DNdoc!RmCnS&NCu_?)wo1zrqN3F2(fX@4x^Ll&G1Xo+);dQpSZ!161@#Gg`I_Xl4m6(n8y5NDuD5GCnyh5>7;n(0M8z*+!fSx(bKKwusidl9T+Nv$65-6uW<5B(|V_T3yMl&dK&g z#tGlV^S8Yya>b3?1AVh@;Ab>Ho>s7;`UCy=k(mbkBTo%Q%VK81C&!)GJVuitIu+cl z4n7hz_9v~X+rTtdf9-(wNwqJUDh5ENuzShbSp9w1?m8o{066#^@e@werV|F`-PRT> z3da0vc8EB$;yb$kt9-9Kes(&4oVg`!#h&p+d;ThWPA}n5JEcv${qt0A><|T>>jmYWvZ5|+Z@0+s{v=)Av zY`PC=x+cZ|2VS8cSRrvmq^kidWaY8G2~KG%<}7iXy2XM)`Wb89j@rf5mpXoo3$Z1xuZ>G(B(EyhCxl^$v8rDP`x)UR*{>t!Ak0Oi0iQ zRCR{%PL1qF*Ls-h459uKTu`nxGjWHPzs-vd@#L*tFsqwRtYUykcNu<8cl+y)FU@n%7S*5Jy8MPPEMM9wUkvNq68hiS%CE*+id5ge0J zFXgxUcXK&IzVvWP>=&@X&uQQ?eBO^uTiglH4kJ^ruK}puEf0^>dNMK-wbNNJSW)$f zzw9O4TNXV5f^jq(es?tC)j&-RZvLs?O)V+mXmxdtsy}_x{f6!|1oRe48abWCxeGR= zK`Kv-=C*5*_q}>{v!oOWB5h4pS6e>!N-^oyxmnFYDYJoEr-Sieovdg(!uphJoRTez zG|O3O?SL%muC1)ln&iy(Tl(q*(85m+s4Y0Q6X{;5z81Aw19G{qoP@gETvC$ zS1chd5s;+U{MFm$#p31$d8$8QKkND@3j^?6>wutZ#-iZtim{)A_Wdn0Vp{uYq$P>< zL66ozR)m3>v^>#@s`04Qqe0#Q+l!5tK5cN(jgWZQB^|5sn`F(hIB2F&bbCKR#7FXk zbXWKJ_G>r{ow~}-i9Ulr;}N=4wnGyv0&Ngl<}V=)q<&GWM8eT?bR&6sI|ez=tp(nJ z!vLyG*W)&z+kV;~*K?;7_&nFvP506O)TWj_ZEZS*S8_YxC<%I4_!5(1_;rvgNZ2{N z8IlN*T`baF7 zdY0W-Kc%sl*u-6tshG9xMEwkA3KKMp27tP$JSA}J2q22*j`F5+(4aQ^axduaF4rzi zk+17-%l?EOJYHmpS}QG&^5zK@Xc@e{y0h#6n|H@JV!#3)=*_bgpfh(;j;>y!z^Lsk zF}bTQ7WlND&ApZ0FyurX<|m;MjVvwWB?aYiIJM4vT=$vFB>hC(AF}tw-n5|&t$BzV3EZA*yi2! zqOWg$D8qN{40+hUttD_g5G%ZI0K7VER}V64xz?my&aZRVC`O)}k+m(zE#S@Sf8X&G zt7M3#k_??XrsLY)3N#?D_Ob&3I;=ni?~7R$V5CM*Neogi2+O`eXmMxJUR)aq=n`MY zlH#gVf!ii}J*AZ6ChCDf5*MT~wnfQeUZk1y-jxb8nF$&N3E@7pOhYgjU@1qR0qR4N z)mrbd%_+etz%08M2I}8z9O8_j0aBYN9{Ts+&Pko*v{2LPl+Sbh1lLTf=Da6jh-T4J z&?9_gYfvBlfx+3%ER%n*p0cdv@p`Z)hY);!;&s;25<1*j=cKU1j%u=@P00JM+z)0j zCJbFDI*TI-nG)C?gWfS?0W}GP9`f3gV7-Kk)GLi0g~ixD@HpaBV2Rv;61NW8Om;#_ zlf7j3EZ-Vkv0Kej?mfS>&@5>kEhq;@bM?t{?m`R861gwjKq0L4!RLU|8QWldxyzUZ zjrq<}`Nmn>)pjx_g?ZJ^_7@B-C8Hn}6zLRJ?lidS>3mBuxbFm401>yQF_X^9EYXTx zTF}_~=TnV3*kDmEsm2RJPR}WcGcn28Lj-@5KqS%=2HLk|zH)>6lX;tAGxj6$m4tL5 zuTr9z9_vzyt56sjm2z93QbnS4GhKb#>vSD{>9rCIYXwveVc&_a{EhgTXgc|nj$~Rc zT^)4+ZQl-nX{nbKEA1E+oF*cVVR7Wl*DyZVJ~IV(|yEDRLarmFuw z(<1O%UZ=6}@zP_AU6bZK8>rKg7#+LK%R{?pVyuY>xxqq4sAQGlUaCUR!@EOs?>OFjRZkpItVX$jVm!lJpA?hNS z<``ekPfzjyN%56bLVIl$!3v)@)a?SNb(Wrf+dO}^tjVXUOgQ&eGxs=2yT_$GCEhQe zQWfNGT`Ej_@mbnz#|W{XL|uXIYM9MVJwD$S^hUpO%ij(GdWrKMm3Q$;C3nLBo+Kvt z8SeO<`6ePF(%4Rjr|y8Jq79;&+`xqwPsuI%f&&_WoW4(8xYz-KAAg)TPu4LL=?QcM z+X6`KHQgSfybiWf4CmuV5C6WSADPkTdDGsvBz`Tg`JCzoOMlG;{5~Ary2X*zV%HdK zFRcQI>GnO+M@XWZpVvhX?46#^td{k^l}lNQZNcBO4Z(@Lju?)Kc}v~THsitt)#G@e z`qiQUwfFdrx7*{tnui3)Pz*%!W4-9$TOrA3_C}fxz%cMl+t>-L_%_dXyHfv|C)owM zS)tlMbOS~86rF<20iUms!R4Y(HDe_LpT=apuGF7GzWgiF4^&FEv=^k>){?&2ozsp{ zHd*gXeIV^g+q`F1R2xx;0A?K1$7!aMr$S~=B$Yz=vqDxt+r4&8w=QhvHy z?Nan{(M+&b>XI90NvWI^QJGt7$41|fkMk)rL2J*^vYIZyCzwu94wh{PXD3PeiyTz2 z=MUxL$Q*QF{MWj=S|Sb^Q(w(m^hd94fU4_HXc^|OEFBdDWEUyr4<7e5gdUhki|uEC zz-xA@=kM&F74D;GDWaL#o#4Si@AgVmd(LrKFG{c29Xoru)A4&>u>mjx<+ppSF=K5| z=31xK>4Tg0p2$8E8U=aEOw*Q;26?n@$B7arvUux7P96NyqnSETxWCj|^&~cbgP}?e zu!WA#K=2Vet98!rgJu**Pn!cE&=pSs?4+@h`*+n>a#+<-AV}ONJRBzYgk9oB1v2z^ zmx4o%vI%5nPWPVHOovKZ)g$pQ4>lAn+7Mu%`%)74^4_fy=LTM3UWSNptp{G zMPeRYspAIzOH?JXE^h)?*)5uTjgq`{p?H4UVQ8DuKPb8J2MQwG&@nYk-IRUmCw1H^ zlZ@M|G9Fw^jY!Q0byt)2AmvL#&cemtTAv-h!*btMM~lN6+Ea#j!(kev!7MH&_I6vv zeLpjd_b@4wu;vbC|IZ8XU*u?F1Ix_KocNmzz|6_a@;}gCOWqNW6Tat7bGn8jT3K9~ zQ0?+viHLq)G^j{`P2NSSd#6BXi6SuQ^z6-}cfRvF-V}sr8jeV2$VR&_0`rxt+Bm^Hyk@-x;eF+-R38gzf3}3oQGlYl<$3 zPzo+fjGfCfPx`LxvIejaI~N&Ke-KfA3P7N;S_-`1SK*xFfEP#QCG{(jASTnvCu#g) zEjjO?s$W&vk;-b9%poVfoqa!lRPJ_=vbTDn?KVR#3PYm#cHL_w!HsCJiif+BaO?(W zd6>nK5jg(RC`(PfR#`^gNT~>YtBvV0(nG#NYIk+4Mksl|Is(Kau$KIc>0^2#DK%f& ziWn9DQ9rjP^jn39ZpBFYb-js@EKQ)hdcRiSY^yfj|3&vyZL2DuPV!U~LujcYmq&mu z_+2ap6FYrtFxyt8Lzw60kCiw+O8kM>dnnb=0=)gJvNK>P(YsSb7L#^*l?X06_|>5` z{&F+O`xA=N!V3LJr`K1^-4t29JtiC=)cX zb3kNAczV%<=e$@yJhvT;9Yl0Ywcs+iLnMdk*}YwxrE2bJQrQ$=#Wf93cpY$uE^-Op zQBq&hk{jJKCqLH$Yr}Yw+{|2bsncTniFsH@IQ%3AQ2^f3{~*hK`yJ6hVTEa`iuGc; zXuLGHp{g9Wdy!EUe%&pkDfZD$)ZKynO(N%&H81U>NqRp)>7~@wsA$e+Ije61J`NcE zQK+3fT}t25U#P*j$our&HN8wu!8$t}_>f4b#Ul&9%)FFQ*Q^cbUTA3|fAGNw`~knP zIV8vt?gYppT$+OJ(1_{FNJh4zbK=NeKZVHFLLo^MSOV==;*dHDYUo9dz07{;Y!4qA zwWoDgF5l2fws`!r2$22Sx~L)b1d-q`@YNn(db=M7{SHkv{nAq6?zgZh@1W_W6cnx- zL!hLXfY*f?(KRVd>hlDu*qfM=c9rDX4-cE&=>wMZ;@OCbZHj-2T@?s)vPH85OsR%q zyRM&!URTASYM2HUpygsIh6#v09e8qwj>IvGwy{PDs3985boSxeRm(>5uCN9i6Mktx zAMs5n76IIb_7Ie*tyQf-)`^+zV^?X>T+#Ql-qzgIV{%ChY~!XHAn~Rkb^H8qY(M4 zd6O`T4Nd-$O?!@V&>XrGXHMdAo0{pQBU;^gn$1*Vm)^wtusPXaV~{~LFdzh20yys~ z&xJc|8qn5-)pRPnGy&dD1vkrS;f$_cGf z4JHCD5&+0^!0Z%G$0=O0}h3ErRAWrjPt}3qV{= zGN5N`{M87}M}1{04o#=Zr{%Kn$`>vc^-v)kVnqh39Kb_@+p3*D$DpOJ9?U{WoKD#u2Wfes-5-P1g{9g6c9`CtGkqoE1Au5`S=27MwEUy<)ITj2ls zPi)hE8EekS-EyaZ&i9~dBp7W%8<6hg?^dYk3jILVURL<=gO6#C8scizJm!?;PWL%B&-`3wUu~En8pM z$TMGwlAPw=W_4HpVj5(sn|+kVeJ&uLGvRyhJ%8agita|lc{(u_V{3YGo!@FnEOLQC zf5a+(?(TlMmoDz`@^h)dB3_~ zNakH-cFD&tJhtCv1d|JZzqQrmtdn?0bNX*qxWGb^yT3N3Y!Fuk`rJoDP7L8t-{H)#vb6`tfs{@f^oCZQoM*8{sZ^Q6p}#&L$CBldVl+_Idp(5F zR*BwsE6`HILqTZwezCZ4B7SJ!ZWGuJr{?HgoR%`^xUQl! z%18zxl51VTLPy{Jk_*8cFR@3!`sMIePowzmKu8LCkCz7!YJIs;+NDd=zLwiXjhO*; z&>U2WXFa<1(ItuJqh|8o5v1``D6d)$YvMReF22P-j>slvQ59rKZjnibEW0ixqjXL{ z6o{VNPJfzkK+wcCASkNB8@G+KoT*`vD?+2A))jpk(_>XVLwb){5aQZ zW{f;_&wMzj9rsEx$ZHVbXR!6_13Hf9G_~Bg<@G|72EYtF5e+Kpd&W&d-WR|f{i^YG ziJ#m^_*;R<@vCfVRWgGhK5(z1K2soO;_DBA6SxkbKxzs3>EG%O(KNZybA6v-rxEEi zyH+O|TK8?S25p=o+%<(2tI1OxeFwLY@Qquwj#n*efDV`y?B*YwJyO>uy$>nZu!xN` zyJz(I){{ubwP22uwss<1@H|jBE#%qQ5A_2gF;E2ghG4*pwz@acG$!A;>mw?+oz3%R zy#^YfS~e~L5zCOsUPV%7tet><-r^8#SUr#vEk7n!N8D_i^Q4FWud3Ip?LC@5~=ynyZ>o>*y1v6hC8+G3z@mnke`}Z32-OckSq(BF#j++Alm# zO}cF~NCq)&NRb>Vb$A3_>)839uP62ao+1d47{t7lBmM4$|JQ@>D5FGEfaos^>#$o- z!zvvUob66O-DG*;Fw0b8oBB=&(U_XS$rLd|)d0HZj!rNrkr9HQ9((^ZBioVCN1P+cd0 zmEHPw8GVQEzhuBxT5|kp9quS2N7TRsC4cB2!ms^PXOj8!*0d)JVk+|JSv`ZPk8Y4m zGVfOrddt(Kmb9mCx3d`^Q`M^B;y(HC(4?k-Ag|_u2$V%zxKW~LSBrkr%f=LhN6TP6|`s#w7H`X79W3+cu8&OROvtE3j=5e1RDt{hT-zR^U1 z*OMg&dz5m-Y8RYzLB@vypmbE1)xK#&%SK^nX;PT5Ny7tAHJ8Trh+FzqoB?2 z7&*7+w*rjFf>TzpIXUXdsiOa$}g8<<`GIsoBR%p#iaeYMV%qZUng^38eUOyj7EF@;ys-bDip3 zKpC}hbAaQxl$+EFYQC7ywjCe@BPut)F^?E-qT8(kA*9U0K!e7~a&-%jXg*_~5%rig zZEMyjxgbF+;CTykh=jHHN;XLQH`(OVvOV!wSdx|l5~lvk8#Sn2MI!%Pxc zA5P=0aO6xF_oEmI0sH$<@N;)*B2+$kTU)}fCl#yzd_)q1Ct$|}|CF$h3Lo8XgYd6M z+?6eY%Kf$KHolsTTDg>_H)%+_h)+PTGR;TzRJQp<0B{7})4MpR_4Incal^W!o0G}j z7FIYt)lrr-ENW~Qi3z}WM~C0bm}VbdHRzSK96gFy1DRC$=grDfR92E<{jG}{-ie*d zH9Dwt|Au_^C#5&2xa0H)C$RUJUwR-uA%t(lo1kldxvPKgv^}Yb9{gTpH5m~h=ZgPy zc=Ni}b&FpVKNN7riU6A8Q)wK4^n8)L{?uQ-~L(8_72=P)xWx0>clg{0Q-3rAO;X@N&&4HR(G$-p-eqH4LTKK0)4}9w|+% zV=67?saISRR+{y;S=uJ?%}HV(>ZGu)x}XTcz$0)L!-_ig9WZ5E6pE-TBxU{f$%1Mv zv|@pI6iVvxn6>$Fjk8)@YC79 zVdDRKdt>fg-5_T;o=xXFL#C$KfiJBR)GJHjP3LpjXZ2R=v8l8VD@~^0=Lc&DZy@qy zX3Tq+Ku=1W_oH}tNgD&+hh$C5Ny*PXHkvK}nVU(uss-@nK2tmMta#QlL##TQ=IB4o z$DXw8*d|e}8z~yBNv6_0lNpU9l^OTZQHh!jgyUS z8*glGY}?7kw(X6vvF*M4-QPd=tNW{(o|@_I>Y3^~HFNqreV&Jz9-^N0aw*lJMx!Xb`^!O5_ovrG+WR%rMD^@!KqWY1Fv zU2x^(z65Csk=g2}Rd#$@TwnpT!fi=tHp2z^1j8Dajo~$x4lFW&)7|w7fydE1@9#Y% zwFvpS&6m*W%f+)htwnQq|5Ev%%B$ z?95pk^{AgFMT_ol+SJ3?1^tOS>jnegl;geSx=|_^eKG-~oxPohZkDcgWAyIka1Ip* zF);_V?0z8=)p$HRk>{u#cRGe@$RZz&af1qaE~wYwOr=i4?HT(UgyE?8s+xt_AHH7s z>6=AEsMx>eFzgUXYCl1Pi$0t0O#VIiJ)YQte_L6=dyI{___Lunqhj3oFVfWvL8I=T z++S_0zkO=P_mhzLe(WO(?Mc~ux-R`jtxfVJbYIc&Jtu7DOc~h!9XJrky6=H?-+WuD z0-wUA1MMqDRijiUYG$Qil{;cF!8d(cF*oiar{jZK8%{9%`Qqju8!<5|iTMyX(9=VY zsUlH9dPgEe@N#psN5`U>o)zsI1nL&OtEakfeg5<-(ZS}RvFkn-C2NU^&B#l-9NTM^ z{*B0IqIO5fM5naoL3&eu|06P2i<3I3(C&LqrCKqx2F<_Chsrz{VmAOLRYo4XG+cUd zHl5-07y|R+_Y1}(2^2Xew<{BPa9Z@DbDIE9SVCCX6=;X2<=YNHKYIKv6VL&%;zdQz z9*RlM9m`1l!q!dpMAhNKN%P;$Esq+QckT`B&%1qpi}Y(jR~+0rdfm9#1HaW6M>%;C zg}_~M-zo|5UR$mtlkZ6du;g`K6>Vj-*G>O$xI3iRVT>&c?*U{@gqE>oyfR> zB+SfN8V8q8$!|`Lt&O$!pjX3)4yAx#JL;r}DelZ~ z-%4t<3IrjLuudYPDgF%Hg?8H13D_6wiVH+-j_G4=bTUd6m&)~LG_x&=ZXGF<#fa>o z%XX6FgHr(QC12~_{ROaEbyrlzgE&Q(7ErE`jLQ`lwnA%rEz1|V+|1unzkc$Q&>7tY*`tmj;O`cnl>Pg<=oGE z&TqaGX+g}Br2lN}wN(R>Al~%l<)i+vaJ_H|a?-v#nB9f#IfM0(gWAcqzdCaD3A;t! z=*MPaLgJhr_J3slV5i=6VeX#|=E$E*gz(`BtAknSCQ9gzGMNA&n0I~l?rrR4Mdf0l zPGxvPLBZE*Z90&b!Qu-D7B#a>$-;)52fBPuO&3oMKwhx|%n)JiZc6i1%y|s;DPe@d zcIo%KF=AsELtX>3ZvBI9g7yw|l!0d4LZn@jC++d`;`gSP5=*xEHLYQi1b$`yfffXvQNaI82LP^WHdqQ_^`_huLWDnT?c%^ALt6pz*rr zBo?39bPUhwdF>kjfmhtc4@`tYIIHv?Ftp)jQ^^?^`azTek)*JA~uibg&j2%54E_s#^xmA zDA>egPova|aU`5OLMxhaDbG@&N;Jmn`gG9EW!7 zF!Wc2fT8C52&b8x+&UM#P~v*w1NB3@NxnU1(VS5@rMLt8o?g|oP#&N6ixO|In(S~4 z5+4wDZ4^jiuQBpRriT-?3Nv1PT=abCeNiyv-$v#H@EqH*HG+G3x@+oCH;TB86i=5_ z7+UU_;FJqHfika+yd{*6>W%M4;8abGE2rbX8GO%JMyAFK&3KAzEm=4AxO4Oi`6t`9 zas>#0*K}buo*LB#hzp3H%aCtba*1DzXs#eDpO*;LjL52#m`8R(vFQV2j^}YRlbZMJ zH1MA(KWynTtyCHt;_zlC7#dg^PnmZ{bB^A*L79kcoudnjvbCmM4O>dbdq4mDi5n`M z;;bRp=!h2@;6!A+nL4^-ouPgb)YBV*485>cdGxly8nxUulC67#hA6bHjtc2;IjjUF zWZR-H`rE_3*3t<23H?Q7jvm;MX~Mb zIs%M6qr&RzQ4#=4qLAS4vNhDNY|{wxK@T)7IRixOw%T_$l^dU6AU-lCE+xWp)y*QZ zS0!}eYwN;aK$Bzrxe#udnG)7%+PH5DUVbpT|23Xg}HulTi}v&JfnKydm&0oAR{&ImduB8y5=#S7S}$R!8<}t)qb$) zmFGtV04d21Nh8a676!nLNc^yvi)x3jJw$vEjVO>SfKR@q(?i~rhoxu1789GP7-YC( zbj4wX=$;{Hc&Qc6m9C&`%j+w4l!Ek?yI2c^(Q=gD#E_1{LtgOkWGny_B+(u-vsd{d z8h4b#wJG}ES}Ic|H%oB@+7jZ*MYUn%o4}sHf(oJ)mytFlh(xG{7=MCwBy^0)IEWb0 z7|QlU!!mmU(T8JiD6cUXs0mz|I~fxZ%|pTaJPor++3yXLoHaTR8TtD503uJyGrP6KBx)h#sE58?4r~=nf?KgC5?0? zs6L#>5CM{$uC)5QIRUia{DPBAB0X;{H70G3=2n*u02=_Ij_NIjm@)%j4pml9MT~|{ zkPsAHUVMYu1|bje1@Nm+M1p7t4#L7#3)XZI_somCAsIv(Ff1&zmpmbZHh^(7)dK3{ zEPdTj@dG@(S*2Ju4sut=z#_S@jkLR49fwHmU8b)=fK0jxIUGG;U-c- zC?7~{0cs8Y8|vR&H_Gf}LYzrzD_o_v_)aQV+@WhEX{V*Vzb(GAr5OdO`y*s!F1*2fc1wV$7Gj#1&Z1o+(JgA|;i_ z6V&n@gdd<3xXx}B?_-}J$4E2n2uLg`EcuzK2Y=y0204kKQ3Z$?FZAGtqnC{T%7Q}(r!64j8#KK8%iBFNTk6|T>NV`A}ES@X&XtIOQiC39-KF4@pb#3-$3!ZbM6onr#9HRpky3@>w~0lXS2t-Q zpnn;{11Ns&UiQ9DFDrrmdip(H42EZIR1twbCu{US_b$VG^#yugAMPK^(h!>(eB2)2 ztFSbC2O;tAmY3Q1pAMEmpEsg^{qDaWH#}Oo{yyElJuUv#>wUijy|1?RetZ&rW`Xc~ zKA+CQ&$(Ke5~aO`O2-7N#Jo<6h<;+fEmk@7ex^yK9Nb@??|eNzmU%b`JzRrcOF;MM z;jIczz8COa*o<>k90{#HhZ{24*A9Z4XGq3y*`T&J!uzAO1jcxT9QR+41E3Gr`=inG zjWkWr$JKjPUhQ9yyU*kP=lS3EudSDR-w!X9#1&WO@3_W})|Ebr3TrmTwdQ$iRa=Wo zA?MTRyWnQF)_2(vkdJW{731F4)`I>KyBeEKK{ync%P}z;cVTTx)I}n;2Ae*UmbP|7 zc9WLLT0>jNwwyNy!rn5bZ@0!VQ=s10)1$La2m8OzZ%2!u$M@~$+<27;?*goO9eHn& zBML;nm9vo)LEgW}HZ5f31jJA@CRgvcPX*GSUujucy8M1y?_|p9g5IK$cofgtWf0EY zsWL1_f=A!M-DC>;uXA48KZ%CUNCIF-qrl3ra#DA zNxG!{_3L9m5<5#nq)cl2#y!qj-*Qj38?S^YhV^&VHTK>I{(ADzF@y#e6H1pZVKEFO zo#$ZsP&{Z^T^TOUNWshFeOVIgfi*BTYAyeM>rYyMMBGq>l+0{tJ7#;hm{&>*7@WU| z$)G_bEz{T1bZx-WYcH}t?DGh!Bbd45>5k11*(#O*sn%et(tCZ9(}CK*|H%eg2#oy( z1=?slB_<`0%UgiYV^`-4_xKX5S{VQ=TzWe_M?3eRT_CGeU|WWYT-3qXL8|Wb#__bsH9k_Dl%{Ps+P)|$%ImqU^!9Le4w6jEn^@~JE22= z=uDDO#gh$oLt92bav*I^%tz=e&AfjzKd9;lEsV~czb7M?D|NW!K+WQxtKlD}|d(sOXqP#Z5$Il6epU7j6d*MKLa>{J@(aBRYstbN| z{g1u@5mlOIB~TEAl-v2cq&ujZVUrztkj(BZD;=k^O$cq@RuRhYQFuxjVPn$?Dy+CIN|UMrl7Lhl)*HN<`N~WUoa?BN zj+60yPh4&c>JeM>Te-Y&6K_Ircrx{j2V61YLb*>7kz~{(cFM4MgO?6^hU}@3&@e9j zx}M}x-4(1jlOF;K-*q@E!B?27E!y4U-MH7o1{h8&j@GE)44Aj6P5k82dm6SMy<3`# z1!*i^l%?Zm)-U<|+Re=@A8LtIM+%&$+EvB&Qd(F_e6aT1dNH)miW^RNwX55- zLeC?Ar>ern`8U(D@1;~vN+M38g2`M*XFk)QX+@wmE{S>eV?@oByoO!o>mPz(+v zb)KGK{vg4`0b~_#ZqkWuqX>A#SX*0qdh^$g0nwyz|Dr(N`O{SiZ{k$#-m;T!xinGd zCj~FQ`WgI+zZN0GuK}E=wV#F64Ut|IZ6MG0uglBhv>jiM`y&HTm*3~<)6I0WuG_(2 zRn=eL&o6H`c*y!YEdobGL3KZXUobrz#b@$Ab}5X}+tRGp`2okCV2V%@aNZ)4GMjo> z(^}ZouJLdS!HT0nPexo`XPBbq(sNIk{>miB?i!`s7YNP!@o-^{ydaw*q$QFf#9XAM z?`51zeJ4WOUmve#*q?SU=1wmqr~0>6C|`NPHx(Wfx{16N| zCl$jBkv>!|rfe|uL(DJIVw&TIAa=%|optn9v-I2v*G@K%lD2u;i7WyVpe1Ed8)(GN z_)TvFVtIeS#ngphy$!9fKOoSJ9h;dM6hlcWLOi5k=NV^POO~ZBScC|EZn|V-m{ZNG zEM#}iCe^Z38_M_Qv@Z(HOi>iy$Z-aCl(xDcxoh2g!pipozCe<)mjjYPZu4`y@eWV$QFnSA-cT;vM@&z z8;1H3HBSjVH~tmb*MV(!<4c|OTRe09KMyW9_(qVg7Q=}`jZvha)*eF_M9kx{q65A& zf8;fBYWDBwTB+-qoka;loVGH)%ekQB&59$k7*%>q4&ytFIT&@GyY`J=tt&Yp7) zLuIiax2Tm-Y|bM&V)5AhX=xRE1i>gXiq?Q(_oyrW@mKC@x>7z>JZg7v!Pj#-L zT@dQa_AN@KrhFuI*WyZv=oa^sIAeMj-I`2siH{O|{fxT>6F&m7^ussz75fM5;hTP}^4) zVO*|Ja}f2R$MTk2(&)H>ss4Hs{;c@Ofc+lxKlUe>;>(U1H@LHj4O+y+$c#`f4}pf7 zHwq=!S$j4Wx-7-nrbU-pl7RjwC-0>dwV1`CmQrJqAc_fdUj&mU`1tqfe3GVo3XJ+QIke{QFPgW!W3vMIlXD@_}|dIr%AbnaPhC`4x}@4X-P z?R_1HC$43KZW5WWs>lSXh^o%}uuqjjO~s_w<`>#_5p)d2#SOIU$j<5S)~E>#1bG4T z!A0vP!eJ8xW9Xvzb3u>YiUl1Nvz>`x^D&UlH`UJSk(*xxX1stWwV;}9-y5}vnh58c z_wV9#kQ|{A`OZNQA8bp?!oQWt07ip?$hH(?46tggxRB~KP=KKCv4F#DS(eEVnjeQ0 zUhaH^(MNlA%(4G5fm~gfskzFwh`^ zNxGf_9;c~+#{jkJYb)u5{QLKz6!a1r$Zz9R%6&h5gCOO{skFdkwnvR2CGt~|g+;B& zm3tbNr1LpVDiUGdxR-OlzQ0`gqsBF}C^a+3V?5r3cZKbkvsh8zMCn`8!pX_TlE8_i z{_q%J{C=jmR-$d4NwO|0QcD9#j{{Ot4xuoKB^8eO@!ZesLnsvJ10?0cF(xrh-Nm0TP1lT{@zPl|8Tz znUMn-cqoSu0`~eHoTRT|i3HkFw!Je8e}~mEH=99;$EEsDxR7j{)HJa|w}Vv%;=c6@ z>)RPK1GLjQwR+J06DlS`9TrH_03utOIR+)odO?H_UZe6kk<1;cKOOu&168pz;eYoc!f?j5%L2AQXRE#@zp!ush zPF;PrI$dqJ$sd(M{jyr#wAEGreS~`H#QNa35s*UZ`#hg^XYASQzV z_K#{g^-B1q*>?Xve^l}ZsTODhXyAa_79w` zJubynmTfo5mZeewJlLesJNad(KM#VIzX|DG=Cw-;MtM(5h(L0?RYISyy`6hLsl}s` z-c!*;{(jF_7*O&SDN_Lv+*>_#>(71n+`A$E57M@L&kdX>ldQzc&oZ-1DWQGiV2F-} z>y*fFth#F?$S|kWm&n+HRGTEbY?Q5C3Vl+CyP9>3Y;llM6L`*k?sPqIh@ zb1vc>_#ZD35k(0@Y|_hbb4(9dVxBy1l)Ka}{2xMD`@lGpqy{ZCAQyAmP63cCjk^U% z4C3Vee<95jEtwXZ3Y2UgjOqYVzDzq$HFtvR{5Xs4UNZY`rUH-l8|!?sV%xD8TWJ`( zisHG%sh<_aI=3ZOyGXI*r7yKI*1Me)I0B)u#gs2wNg7If6sMNT%C$<|mKeXs*nqtp zJe~+0U2y)ocOo4|2bn+mKxp7Q9K*=I&uSR_tlwh;Y-O6ceC4cPW<_iOf{#nQ7fqQR zYb8Z|u14|Oh8CfC1E1EoihNSI2tL9ZvN&4QnDvYU^_GUPNe5ZS4cmjaQg z(zGv92tDwBtsuiN!PIvNs*%~0pkRhzD1Jqwu!E5*hGfHkzzI_!f_%TV$WVKMd8*wR zMuUmdhUkwk;(#+kVG0idvrrL>u!aUtB+kJweHQ{N=U)(2if+4;p!dZLNm>#E{k~C? zRQ`d>!1Od^mWLN+TPrFtg7+*W4ah9OEHkGWhUC*b{dJ7qK?=Riad5%N;?$vFT^!) zss^6Mp}xi4Y&JE!zHhiY8IBQg?uG{uaZiZm5E9ULlY3c+V5c_*Qc_PSMWm)-3d0#? z%q7TEaiL%=79k-KZj87tDP|#E^)thDaLR4QpR^cv^(PTp79c0~%!xI!QCnmi&)tU| zJQcGa872^PG5l)+v|d4b^qLJMQR2Bykm)nO%E1d6zgH&^ejN5zKL|FL3pmKi2_KD0OI^3dt~S#={?Y9DCeFZ|FVc_ z8_3-tyJi|mBt4S~yA$M!z{$ZY9eUv+*mgo+QKde>^mH>37IlQz?80_qA$(XukYc4(P4nlOBA*%|pcN?sNO)7VlB`g(f* zm%;Ouoe{~v`s?c%1p0c-1JUC|SqvRVi!>~AK|Q?0SPHU9Gx1O&+~xoT7|63W>Fb7ZXhpqpyImfdgT0ui5SJ~YN`cQ^>nxU{sW z!}lvQJMA4fdu|Pzb<-lSl*EHS#ar^?sb*d@j@@`*Z=R)6i`AbQwOeemyI7yOFeK~y z8F9e1iK5Iq-H%+!={rP1_9j~<-%$dPgZ4H6+b@1L2vCxJIj!tKsgW$YGsi-#Kq4s% z+QR4y?=cdNo-`2~m0{PM$N@-6NxplV_epb6dAIt|4BLu!XPlTJ-a`Ppr2M0vHuatC z-DFlVKCvJ;p3|V=BYaIk6rwqQQXazWRrL}5A*@6Ue#uXfw)Ya$Cj~WBJ_x1~e#ryO zL-1Qd3=0f*BH#MI{F&>B!0@3zi!M(=cPIfAgEGNmk^M^F${2oSWAFDFQX#mrF8rRo zH>3ce3Xum9p!Opc$3IQ(4*m<<6snDDP1zECNUeW=Y-yRPo1niuwBNq@e zw9Y@L66jkl+Uw%DN7(c>Tw8X=1MGNzZ}>S69De6={Sn*r#`cNZv~eVD%`v(Lnw!2~ z!?$XKI;Ncz{lJAkTe|+UbaM>{EbFPAeIOdovZ?J6d;k@L-D{;j8?sI8oN(0f1qsD? z2z@uyXk2}CeI|o!3p?gqap|uh=z&^$WyAz&2AZ&+x8%ZW1P9{_>yR7wyUpjG>Ue8- zjlf_X*?#e7`Ngfldkx;;%-*ShIHWel4iJ?+nhM6%q@&42NX|$6&;8C+qv_OkGusoT z_LW*ML-}!seSCXow^@8UNKXm;V|sc}xMEha@Cr?seRm$;_oK|N-xc)o<2g4u%fR6J zMw`4Z$7Y`7vF2**6;Vtrs-agUp0@sg&-+OoGZOI%nbIFRz2bh+Uk9p!Y6T|wZgBA4 z6%q*i$m+}xLEQ(drO}i7-oJfEuKlMFy*ge#DB{mRi`QI^xuPve$1a+FsUE*>I#A+y zxtMgj0baI>>#sWKZh!rY{@nDCLBFjnT+iHpc;^uw*bA7abG1e9g6BLpzcbcJ`|phF z<`5!Y-J!DTy}xe@wC_}cie}UHA%i_KwqFFVZ4F@7lY5@QpcYnbo51sQORn6JeL5U{ zIU+a-l&T1#j(YAzpl43Mx`MefPVzK&>Qqn!+*<+OQ|}N4wgH4Xu1zBOkqS+f45$E$ z2XkmUUZf^?$aM9yx8F~X3%^TE_V0hYD>c8f49Qw$nM^j<`0%~WFo9*76&{MnFKY34>q$W2^2Ac6K|LUs ztp&HZTkIBOx}ofv=JXfH)2iA7i~s;xdD3o&fE2C3K43Ed$j1CXcia8IK|q=tIyhD9 z*dUM!0ANdV$_1xr#TW+80@AiHz`vzsg9C9};YNWuz%~XDNYmKE=36nd(}Ch2ZJwUqZ(S_sZZ(IOqwgSDv%(?* zx$RjpSijfWs_9qm`GS^Ck*VWEiJk5ID%%`$>q;xs|K?|qU%SW{zlZK)Z7JRr!rl?#L^FZm-c%&zZD{S-}r zaKUbvF4Hi|{xu!Bhdi=cvy^bLHuYJ%Q?Zma<(f6%fm*YI30;A4>%3Tc~IS@QIA{oq&y;lH5ev3@n z{0I;&ZC3%D1H{A3_FrIciH?P#n)>ftBf~CHn3nm-4i|t#l&c0xF-*k6HXn%qc}B7f zYZ7aB@8Wy0(r@x4H~?zq1EZ|^T#BB!#ESlGEY+321*-7s^5^FDd%r^ZRQIvn?7iT% zK=}08R@Sh26WQ@>dXr&)$FT*24!Z+rbM1yowZ&vIJ~n4Ua7r4JEowUEYB*+(S?K|D zGkfPf52gES$hcvCaL;Bx;KuDr>~I2Cma)hyzTVT8v-LVa>P1OVL5R#F1K{oTBfnU02pgI9oshLVLwfKCRKj+=%| zAmuNEQksY~S|Vi;^|MgbIBEaDW#3qQV5-4{Du$5H{e#}9gPe_qM1|c^Yw9NOfKnlo z+j;lpUn@d(B5qm+I$92=qslL87Df&o@vkIS$53WU8bxv(Zd=(x>108#sr1dw&H4EX z?V`{O*u}7T{PZkxS^PGBMmi898x^DbuFU}ZeBbbVg%h|BDO<J^>}w_gZ^n}{j)P|Ce;-Mg~43Iqb>Nx7*uM!opIJW zW=o2l$;LWjOVXurr#86Or#8rV-WJJ*`5b4ZshXtvSW8TMP-{?|ObayIB-tR@G*Um( zIMP5_|25?u_(*C)dQP!IzGAvES)Ea>U9G9zq+Qo=RDaZX)Ns^*?`%UTA$jO z+K}3$QLoXc(V)?^Qoqu$(!^QcUESWTWvk(!LBkjPDORU5BbKe&J^CQHU}2pnd*ymH z4ehQXNAr;X-roZ4v;zwDlY5Un@n9z9-EaD8Pt1bu`aphk>_hmRB%Ea$JDFaLamH3XxDtks-X2AH=# zBcAC7QZuWV7pXETgPk;^jt?B3;-!6eG1yZ`=TsmBU;4Qe=faL(E>az~`mD$EedXH{ zRzP05tQbE%+c8KbaSEra1K5o${P)`n_!y?)-=@_7JOT@zDYGN~>&p}iO8C@3W+4_6 zv#AM`{Zr2YCGZ!?9EAf2Dy=EXNeQ)4Cfx->5M*uN#x%j@`!i>DaFrv^m$K+%pT%;*N;I2>m~H*0jnE)j#*}LZK;=+fR1t|3Q(CQd*!}Ap zFc#)l@=zT;s%OE{DK%F{_xr_iVEoHdfPi5Y`$kSIW#=#k?}{28HDbyoz&f6aCJ>52 z8l5G5qdBE6Em4P68In*tk{BY6H#&UnJ@;3ki!0ANbJ1bG;!^(xho=ysIz8=-yBLEq zpca(127y_RJ>^|BP(<@R?Vx7L%YPUZn+X}h?)U6zk)eIvs7=0Vi5A($${bn-R}7e62}WuZc0+P6jc#|A-2>%Y%d`tm^T0)RI@j}G{=I#%E)aQ{+&&HXoJGh5g zG~0(g03xj!;bDQ`rYXOCJI0YHpqMXdQ&;*SkhYGRLUFyn`nF6jjEfj1oIr{{oOzx-hHvh6SJrjU1aWk86o zLS(eMU=Yw^ZsTkR-h4;IIPtIj08AhY8^za>vqff-xCZy#AlcGu)i+botcq=mCYoV9JnBj(!K4| z^CT?$H9~09%hp4{Lp<6AfrWCyZh6GeL9GWWZgl&L*HnL!V=pX~1t{jNka~$IwzL4^ zsqB}kR>a?aU7|(jj45!Ztxm3xnc6ck z6~d5zF2Eg_gSfb-x@K3KSSkY>n7n%kd@~43%KEK7Mbt%(a|e3O3GWS zzMJAse^Rvga>a zFKGqkd|*G6SL(QG>1X&k{<9C(74$Gwh0Z=(u8k;nPOVF2q{l_M7It~7KJ=4*7^oDu zV=$nhGN0$wPSkrOap(?vMtrFdzHd(M+gL7*xZjr$1hjS zA9UGN7+Nk62*11uD3lf5Y#sEtSP79-w#h`AYTBNz?cB(%W>D7@#llEcGur?{K%4|< zvO0%%wIWiz2FGUoT)vF9IlV1&;(}J4si(8tzSaSTw)?@_?tlNETyIUcU2xHd(S=X1 zj0~K0V8U+>#uO?28~~nSf2K?%EZPWD0K|8cobJQ4d7+8*9;jq5K=&JL_-kf?C&ACN zi>k4KN)B7WM1u9Eyz>tq{?p*?@*RPP$+k@q0E`fI~UmDR=^ zyxBgtHBiT&%Sv!Q7`tqeW!$`OEC%@2^Rnkg8=J~19tex}u8{%Wa$w~Vbx0*DgOe*F zIqv?w_;wfTf~z8E`woR<7t<2WTg^NeoH}pkm`S(G1QFy9)^wy;W@IB*s@}`)^$xct zJ}uPq;xi=VUNu(RYz@P6<_6_gKut%OgxUErOuFEm6%?+tsv0Y(U(z(723$7eNVSGv zf-=E34gNO7i8|2FT?1qg3>4(;7t|W`48~_iP&zm*mIOB{ykL#Z3LrOh($vXr8PQ>1 zGjqk3g8@0nOBTsE5P}4rmgv|CfpRxz6rKp?DRtaXX(U>a-Z>q+^_l_C{rvcmQj3Y@ggq8J zAGyIAgh$I}>Ln#+W+f%+X3NX!>dUZW2Dg=P51@%>TXv>C5ncJN`wTvlBp0^O(?2+| z#g}i@_E?ERlxWJ7Neu~MIFWKcldef+>=xJgul2-`;7Ix8Oz6@}ou3e(oOr2Nb#hm) z>I1{?sP&u|&b|?=dvwQr`nGG7P#7igG!rtQef5=5QbSK1ID1*%l-sfTXo6+D^m-Gc z-h=o#%MiMD)z=SOYF88UnB0)@0)En^IO8UB#u`jR)JN_}Fos&!Kqadq9T4MB6aOhiOg!&K^hC*v;bK zgzs@$RMw4!y5e1S{}3L;`DxdJ^E{K&3}z9Yv``U({2Sfa{GVh^FyZd-R4l`0VH!>f zn6a$MA}?e!iCld{JBe}q7PJ{*iHt(@l(yn`kbdXrDF|9%L`tKUXH+R&Tco6R{uqQw zORRZC;o4{uZ>IUUZtYx#H6Z|(un-M~|JE^_;m~=ABSz(qrSklt@yg0lR(dMf|Llu zHDKUY)H=Z;CGu$9Z@(K?HRz{w!I#=Z!soPb<23WJdc~1)dt8r+0~c1Q%8a7Iu)7n* zwf6v3eb7dWFef`f%2a$qSDSADXoVLZ4QJ%Z0Tf}-pF%CvO$c)FV14oKTNqya{9K{5 zML}u~@7Q6ePQpVE@Q0qnRS+8f8T8dLmxhTT!nw<>9MitO)vapj0br;>a1#`d%0dxt zdZh-#!P&sKS}2;kZtjG; zEyMjKDGINn{rWGS;EM&EvT_2DFku9aO~}u z47+KdNE#w;QD#EkN})S!L~VW6)ZJGq2Sj;w`*X@_OXwr?2aA{sAQNuP4``Fvh4d8wOJdkc7 z64a&^2LCY=r|4w0+20agpTb15 zt4u5XKmenYq^Tb0jmJU}$bzM4yPAwLhqPof2S``;1eMn?OVEnoGm$?) ziHl@jI27po`?AN5BuS9DK}KB~ACTt5eRWzS*f-^e6Q=iUed%sq1J(b8uri78<#3AS zrSh_I7}x9kKIp&FVI4@QWX4Vwr*FMUx%Gx@__5SPTLCJeOYL~8dPE5x*D=$_FkM8w zyZqr2r)>d=#67L((l*$gOTZoG&EiG!gs~Jocwy+j%Y!#vTO^F(lRs6`P<}Es{5Ews zKK{I@FQyrUSBaqR9Zm=*Vxo+v_7Ygj@KKH8qESb3=hDpgH(^-%1)@BML*WtO^ooDn zdp%nsoD0Y>8@;UVT>$Jn2R`pW~x18MV;@`chkEvAepd zyR`zH9q(UE6BFK8+Ls=kak*Yu$M$px-4+G5`l{NVvSmqVkK;0toaF(14vZ+0-@aUr{NQMzTP0nf2U=HUZt z6Rog$2I29GJjYHYAXp)AN{{O`jz79zVuEF=XGl%XUEx@6`64)vc?F3l$Jm?^shb(5 z;l?pLXwiw0aVSaU`gpF18pSM;vI5n08g$~F!e#qpfPCtE>HmO_l8V*y`GG7l^G;OL zH)xff5;uxC2+m2L`^(kX)72|`ZYmDfHFd}YTZMjf4w5i)L?RgFli|$IZd?5WBDU^x zH0G=E>dInwhve$!lW%A~Nq)3D?33nsWY3j#e)OmZIji3O9(5U0bSbzkF(-lGAHqtA zm@fuF;C9WCcw0$yPZmElam5-vxrFS`;sonth>algS~ommZd$!97`M5R6}?~FRR=8J zk$8#f;JL#07Y*>(R9Yi4?}|<}y!l?A#pQq5=cP6w_1Q+0Rx4dxAe>T&QV}}gIab09 zFA;FmR!pSI1e-W??&x1_Gp1BVLgE^?h|T_g`?O1rpUxBb0<2xVfR4adJv8 zT}Y@oCNAQ*)dgC~fG1(tYt78AwU&AdI$f&Zi%>RvvC9i~ojwK;g?woInFpqe$7Zox zzW}FT^TQ#O&8k?}6*O4g(tVDsL}Q0!a_k{7!>K&+PVYEL;k&-TM_+wXLEY+}K`<9( zod(hT;)9{ZrNG|u#y;L2){Wd*-)zrBch|52BYMi(eBO~S-&N# zy*<4NC|`Zg;0VHA16A%op(1CI?^W?2Q7?E8pexH0fhR5ee6?Ry@|CMqza|T8`kgJf z@Gl*aB{(oEn<$*^*mL<(ox#G6@uwzrQ8jP4Yy!oS#ZyS_C_0~>nXQHhZ9<}kdIVi( z%l!dPbHk>x%P_k7KBX@W*Xc>RrC*F?MfrQJW8bHE9S^&C1IQ1TXrmKzm_>tiQKQEs z${FomfR#DqdM!0Q0i8vQuG{88#Q2x?+I;8>Wu(j>DlV;yTGC(fPB*%pQ{oVoGA6fy zTXrsqaBYsQSaRtsU6Gc-+g9~KG*Q3i8@DuC$L)epC*-WP>g}ood0kYFKEL10m-W>; znkD^{nu$kqtOcp{_&<((G`~?>&1%V-<|--wAF9qNJkTauvmM(uI!?#7ZL4FaWBZG3 z+qP|VY}V)^WzBp%npeNJtj5i)P@bS+jx-(9N?rlq*JM6rFr{pm-V zZVs58Gy2kxCFRTxzmVdw7Z9o6_nUGs^@8N&D|*E+Ysnb7hXHd{P7mPNft zCWQM(Xw0o*Ol)6cNLJSU>kWiS#eFRTtGir&!9o&W-$uB&FWU5E&w5jl`E9Nt9>Ey; z{;A*^9R*)dh_@!L0Z~u%cE^+<=VW77=BDGb?$S4EE2u*?#+Qt%T~cLLQCUFQIWASA z^&B;-loM+5__)0z7S6sN$MivK z^S6Jpq9Oi;P*AXv8W*T!)!}SR;5NS#s{LQq3`N)!fqd~9RKMrQyVh7Cx_Y-Y<< zVquaoiu}s$qjC~!y zp@FJY^j7^5j+el(nC?Jk8&AKVYQf z=_%f^nyaCvrLV=1wvEyMZ`prM_u^OUtCS4PO>b1h`_k7$cFWs;g_VKp96wt)xgJO5 zRR;rS-efeNot^xeQXSFZb3ppP&y3+eH#(Nj8aWjH_#%#1Uw-w@I^^Ba^V5!LLPJ#z z0|~#BDyZ02a`m-zbW~{jGJP{f(G+&-ydf;YcoW*r35seaI?*!HQxcIEQo8l+QTVxj ze-7J}VC|^OAGQPo+=N?Qwxjo6EuGMfJQEcPH+*s>-at8h24uWm&BTQvob&llI|b?I zE|2}hZxLx9#lr?Kn;OKXQN67qK!E7jAJ^G4SV%mmE=zkI(@9bhsd?Cc`P_A84j_-; zOfP6QK}MC~qhn3dq^%xaMg`^K=&G-~7E>r|%Fl1G`rZS&y%7DfPc<6n{t*A`3}MFW zw_vxPr8O23Kk^!C22bL-5R1-)5MC|Hcyv_$Z7us7WbE_eUXap`!|O&1@%|&k*eIgu zyx^0fnC5czr><9}{HOt}zOj#;4`oVI@=zj8#AD2TV@;{|=W zG!6O9r2JKrjk#lp?!Wph*uabH6@i(T9qzv?8D8n@Z|PGoO# zjnOWDSMr3q73vLTbF{Whp>DE$t+vdT*dAacd=w27=e;8wOz_Pg=0;=f2*fWs2M?0v z<8HS$?qEwCXHni6@Vc*NHVTk99jHk9<)H04{vO)sAb0-URw@WwiNT7`zYzTlA>X_6 zwci9jhD>P_*@Ii>L2426)j5`^Sv^u#lQX+FM+TBcF0t*zSL9VJ16 zFTxIgR$FsqoR&QmL!jwXMnnrE6`st_@=VMql&^IiqymQNvv?s>;jcB{bPLDt$nc?-k$+EZPU=EUT_)}w2)AR-f! zhvk}tQDkc({~{Jr-{5WB9wnA;{&U}SMGB^=5wov!ttyOK2Zp$Gh2Q3_>TPAJ0qp3` z>{aQYHAg3vY+*YAVk;0+_>j!73N5t6#8m?0#NhXam1~{l1 zIS)_EbwvCmSzFGkKXF?!+Jn8zI`x`)(MKW* zH@EF?G^vd4NJ}*bZ5E%KlOC+!?PSC1dVJ3OSBoT}3e*+4Kq=N3{j{9cx@VOW`uMM5 zur3GJgXCY>E^m`_61cB8w-J!*lq;;TxyKj|Kg^S$^lNPLoFCk9!Tk`Uy$4=0uK>#! z#@D{O>^1I3%#t3=mVMGk4QtuEm4fLOpJiORq=rn3fpiB~P6?iL^iFL96r-rd zsxcd)JRN6)gJ9AIN#dYj_&VAyoDX7=V+5s^JBvnJYN${so7Y|*)8EzFR|HKenQzyU z(l8NqxZ!>ITK_O>%ord%)*39VE2MM*U%)l>7pjz=lUl?%cb0oIV-7oqZJEx2TGaO7 z8Qa@VV3BK$aMR-Jb?ZAy1*KJq&&M2rPxuuYz4+2tP6@%2UrvUdR1;qvtCby(p4t)~ zrI<G+zy?18zSGA+1f`UFEd?CNng8$ro92L#wY!bU zDyy`G@jsi~OG)VkP*)W~4 z!UEiE8K(1ZB{q3s4v$lWVF=O*49q-u`IB&W_bq0?0tkA#DN`hPPs2|CM4V!sd$sE~ z^O1sXd0zrQv^bGc{U`p*Rbx%v#sFglSULZTEK{B#52xuKpsnPohLdjJ$^?Xh2=s#*z%GK*r@)xJFBep%| zuIV$f=G$FPgCILR9Bs2RU9TtI3IpAg&pH3zeSj11ndfJoSwPkLm)L^yM@g!__UHLT ztibd9arVE&Hp+>^)>im0x_QPBUHN)i3s+P4&WI8DXbhijlBZtEp^t32K zz&TwshgwOx!6bn+nL>nIX~*V7Ch0I$wm>;P=B&ZGm`qoW+tDVORe?rEqvYg-7DH@~ zvZ((t7PoDq$BtMbF+H(Hl?FC>{u1A%sdy}Q+m#mf2$&1`ov(T#Ij{E9P7QXdOuv)G zgjs62`^o3$p+tyq_RnNyKt{vJHag`=#6KvOMMdeUwach}huOmP$(3A9>6@JCq&gYt^fIY8(+Sk*($g+YD36)c@#97J*4KO4 zW)JnuKL0h(QBYg%Z59o=I(Weq_{Ny(sUoJb`Vg-vf!9UPO0`OzWvo_QTVhiOlK3)H z6u`r081h|rS}+sIwx}N04N`q@{mEZhoP~bCPyg??%x^B1_;NfRy71x~#lMkLaB7wL|c6HGLMcPsvYog;T? zE!;SJU=e6h26qHo^&hc-A9bMs2qHyz?wKt;Vz_gpKs%t&BU`_<-Qsp3t#t77_z+5s zs+fqO_JAA{*k>)Bh=@Dd&TL zu{Eg)3VkDN#6zc7$fG}&}WfoP={hA-r!y-N(^8vucHMO&x;>n$RKCabd4(iP; zj4JJ~e;NI-QPX|(+9#Fw8ufJ8K_Wu%!O84kX{ZlN$-eQ4_N~hkb={m-I~^i0U{t;a zL8w}%ctVloe+7-0v2DbTM^@~#!0<>OCCB3lMp}sg5Nz4r0OJHl;7|Xx8)UW-R>bS) z9GpFje3!$0^jFh@B@tNQ=|8Gto#}_ZzDNJS!KxT8tTVm?lWzpN0mnd*R2(xpw|1*nuK#YNsC-dadtzambK}6C6)IsM_5<{*{d3WO z2aCEnQb8#Tc(dD|hl5**U%}C|FmpuWk+Y<-*X~C%tJngX9sEPv(DRo-BZ*Mog_D17 z`GOaXm^h>3?>~c~LEMFNpxm<_bRa)BA_fQi=3wXzth(9Q0Ha&H-`qEG2rjTcDHTt? zS0F)#U>^E*IrR>oMe|yVPRy~#-KyEF!SM>={1g_UMG-Q!za771SdZQNj-36lx+qGQ zzC3^W?k0iLHG*4D8yUb4Wnxz?;UU$+9lIRikC}$ZysXFfWe(j{LD<2G^^lP2;UDL# zKQ-maH7LyK0nQ{>!ogr^KVE!{Eb7+Swy`qYp367fvX;8d&+FT#=+RUIrc9Q~nQmT> zIK|bqO(Cev;Pa5;Z0xtcuk$~zvbX5$m|F zL5gb4@27=KoicnX`Q7|GNUv?yesbshVKsZ##G4{i%Y?jh$6$;B=w`(^tefsB*g0%i zo$AAu0i>ghs5;A_ai%Th*E8~^Gq}ICbaku|7lN%=(WxB#gn=sk4kw!XUP~bE_j!a50n`+vSBR7!LheGwvnTv#vGaz7-3)- zF>+QlAK?=xAx|j6T+4DIAtQU!AV1?5x-~94IoNrH|Tm{1?&pLK&0W1JWGT zi!V!tf!A+M6-U)#BdOPEsr&UbZS^_N)FX#`pDHzYz16Y#XsWZkui=?Kr+u`7Ih# zL5yjj3XYFHBjtPk#-$ZF&hnB%xy2DP0263k??TV!yT+iNW$4MEt2A&d$JIHZrMC1e zTGnJw7Ji8P#G2to^ECoXu{avV6PQ0r){#J%Uhet59>GGE?)10fo`3BHP9rT9c>eHm zxt*P&<(OOa=Z;;F9|$vQPVk_q`pYzu>fH>+bZphA3ng2evoRcUZN9VB2k)|P0|a!@ zTk42!tmRxk8N?Y19J)>HC=)2#j7_OvVmh*v-x#8Kp88|Do}0Q_!Ns~1viC2?x;!>K zO^vW~ToHSiUP|MO%)4!3C_@f~E8%OU~Up+V|EP|sY2xokIZY2g{@7d*IVz25w*mVQLr~p@A3zCQ}7yZZ2tUyhSoYb4W z20S9HgpC7Pj;9)?UdpftcD}D?&{#p#m(Kn@oP|ThxNI(blyENnQQ^Rw#5eVub-cEs zvV#7E#>5s2_1=9v&e%O<7SKJesS4({f7NA!*XyHzQRK-TnusAGB#s)`Of}P|gqaa` zcIq8Yr^Uq;s3_V$U^J5;=feyQeJR|IJ$dHLe&?FfCp@U+QVI5gjMYgV(;BwR?&=1LF@p<3IN58~-k# zLTenp4B8xRg~$um+dp)cpb_M9_WCL8!R8f5_88Q8pL+G@O!!d@Jl|5b{eJfSSM9Vl zLJUn%f{3t?O}&~6pXSeX`>SfXdg03|(*!S`K3M^S)S0X8A4P_H3LP=b+d{4TrCgKf z?l!ih6V|I+JDY?b7vOrOIcwvp8a|OPXjhLrm32|A6emuvA3D9NYEPl13aW za-r>sb7-~#n{Yt97Jn(*g4Lnk-pcYK<_nWFu$`cQ>~c*+2z-}+pYm#K$lHHwJEe5{ zq?jRj4~xA2oPoywLV?xJPA26$OvY3%Dkm4qGnEw`gns8f&!}{1RCAAb8vE5%V4*T@ ztd>lMif2rACbIY=G!yq}sfF;R3Xh3SpGZ&zcz!-0!oThTpG;5W+8C;{m%om}&-SQ> zO&Thgl2Vqe1Zcr0cWQchp%gN5(#iBdv_dB?CJ*h!=Kah=B&+G^r3k2V!Ih9MOM;7^&s_sMG8k1$PWkg=;Gt686i{)*)PT8GIjlNmwS%?&c znhlCf1#9j(Cp4hvSxyNT(ous{i<$#-1?^ba*ffr6X6eUxAv~Z_RvaZNjE(X#V*|5o{+jC{Gp2tkWJG{w;QC z=e8Xs3y_aJ2iLYWI0(*$6Y)npcSWYBaC~IoDo1chraL}1E}Zbc;#0>dXg;a3FaIEf zdwuGj_U_y!7l5DKtCR>NOxzMaRo5)%sK{D|{8L#B)iLHi#1jG8F-yji8toG`aeQ)a zmsu_O51fmPU=YY{)_je55=4|vDr6egNB_1c2P)6W$~Sez5{fbB*-}8oTicM~R(7Xm z49X!Rpx=JwQfM9>OHL(Ox>64nJUMzw@ndBSE z+Ty;*xS8EOC31_!eYJr2s}quxZc;|pjNi#7DRkm0IIi#r&~iuYv?N9kq9+i!gDX+a z)}_d2A>5U4oC#!6SqxG=?C}XPJ`g;Eft8Xq9x24$*gO!A`8*N=T~>_Y0;qaIK>6uY zLEG=tb_rIipcK`9x_I4ycb|mYindb+Ch$k2rsEp3M3nsg>%aazbv#<~Q4^v&MIxSGe)c2pVNV@b z^jPkrAovdj>2XbiEgAh{4t02r0L$~?D7kuc^|%>(APfz!qVfBzH|a+1{vukA2@5AV z;ylT7(4oP0=v&~S{q;da5AOU@&s_4n%C=oOh05AUUKJ;&t;OUOHT2jY^qz}qpOHO$ zCnz=fu;h^cl!CXKASTy7C<}j4a-(u8%Y1`$D6cedL=_2wa&Eu2YrtYKfp_R@6uS%E za-X+E%1zRa6R&m`z=TJ)y_=l-rBO0$gaZDXxNoKr<}ai?EvmJmn7pJ@4qA#v zTrOtGxaEBW@2uv@v&ZJ6Z!gjnzV^?Dl(sR$a(?aAI_ja=))ah%9>J9UNO-0c&i%DT$(Nj~Xtr zULoa4xmzR|EriH*cyn=A!uRllHzj+{eQj}ZV*L?K=06X&?bT3B_eEDXyvB~UYhCF! zdAh-WfZ=niyWPxGT9Mg8RPEGSgLAJ=+R6-Nw72fXCDN{(9sfr|3x;O|qK7ikrzKw1AJGPi zWuQl0SMr7m@J3p5rhUi}YR1K;`$Ig6WHJ=QYWmX}fyH7=B^BjFJx^o7_5q=P&e``m?-*3fF;+m(>Hjgg5C2@i$uJbF16c(t90>1J6N?A)TlB zH>Nwjc-j6Vn4|1K{Qn0JPYwS=N&j0oYJh{8nf-sRShW_6d!pL1yd+GnW<}YYbCNd% z#;gzo2l$$hD$P47@odVxkIX`mRO{vYSP!L53%gv$ymAVtX?;UP1oY1Uzrurou(sH3 z=bq^UU}3!NVu^Sq^$6f1W&zu8p=@Cuh&{eCb|ER&m? z^D=17XWBtI#!pOylPemjP%=V^wNg^>rW^mN|1;uoI5rDOOb=qN|v)=JNzI1 z_|bM#+d5}kypUdK*B<>D>h)K_`?Q>E=HY>GhUWO#+-7Re+-8FM*nAI&Y?N-XouI+6 zhogbLmu?uBcD!!@9NRD;hE0n%e-ZW)SGwy6+1i@Qv-d`ExSSg!DP+H$4lvtd)Dkn~ z=CX6W`!`v#n91fQJe@9G)ga|nBDzzl5Ti;5g4|toM?b^d{MJZG(Ym98&z+m= zl^(|%HjNMuySu>cNU15jI1~Igi{SioOO#`Qu1Uwj*y6x~Y)d**urt+_=*oAUY#po# z$`UBz6U`I{yt1CaZMbb9Z78lR*Fo2X*Gbn|Si8WkJl0XQxvwDBmDicq9oMDTY1XaQ zao4rixz{6`5SpT!Qcu~}qfl76>B2FKPG)PPEsQqD-Dxcy=HGu}#qtg=GU}ue#b)qJ zOBA7Y+G@KjB+spJ%qVQ9d~BsfBqb$%wqo1rx?ZdS^*cLHZ&$Ro5^iZXFF8v-lqb_) zovN3ru4K*Zj~AU1J3hyR*c>jKm09r9rt_J9rFrG^5 z`4!LEql*q1$?lZ_9_B~?7V!9n) z=eR*Up%B_l(92T}Sq-3uc2v$oi6#o*laY|J*SJVUWoC;BPEL$#iVt)=nQo+_A^cXi zmRXV3l$>0Z+~V_@TCaKLy#0&FN>uCupik;(#JKqVdTK3>z9$sZB@Hg zb?%3~VEg7;tSh}d-niQ^a5lz!{FeFXU3^1V~T zWNjEy-DJI@$~l<_MX5!P{w*jPE+|#2eDN;-^?_qKWjG;`#n-;ca&zB9vDTaKFWe5O zXqW)3rr#;2ddDWHAc?yScmp`R$sOkN=tqtUJWlAU`v`c>+Sk5Yt4b zOGOOUaqR<`!v~IyGMbJ3iw=Qtv+9l(>zMJkyaS8{2a1++_ z{=dAb51T(i@{+u(WLUeCuK1o8YS3T~30ktznljP!S~aK>G|jl(fOshgxza(6<>4jx z%63U?y(!YT(P`wu!@^JoLqrs%D*z>6W)ScGjC&!@1w66^9G#{He`m&B&FS zJ>5`CJ+Udk1a=x8VBVlT+}WaTFXN6+b*VAXDC)`WLXa0p}L9es_~*NKoZXpr*CF3N{9|3AZ|=wYtue_tpUI(4*03NhwUwc+j7t6|EcL zS1PrI$)u>q2e&*rpDVXw(WI@2CfzxI?(>b>@wyc8nF&Wb9vO){(dv|u*R$<+ z_WEA^Px$U8&{-7EJ%Y&~f}>$my%d2rNaMU>Fgza;2)9C3dS63LmW44Yb12U~e|dgE z(ksS^!bVD+kO@#QO3s9uDZqTH)e!w4(g^Y_7c;~8AiOePS!2xuE0CudzE`P?&s^kAU7TR@gV6?5iE_vG8K~fCIT{iX zECvw+WJfbgDrz=h*M|0eBf?8apLb??+H5C_6Zl8kIep+<%8vQ@i*<$}NJUGB3Rrl){XQcTW_EN9@@B%%^;7XW8F*K38K!4ZFB1gqRBIh zrv}p(#?oHE$c@e3j7ZRW{S!H^VPWFQ`UNW-(ZSY5gI}=(|GyBj5oE#@>P`Lec-uHZdG|Att-g3mKtU8jP@rD*s+a;bH zV3?&o{-Hz{GOo?>GWMb?%L-RNTgD*C*?D;Aj)jZ%bx!c&=WafYx0szJgsVaZDU^*D zPy`Ygr;jy{<3cnQWw4G=ZUOu6;_r#0nY>TX8<^CQ3Q=9eBP0|| z8du{Dd_;p1|G$NrVp>WC?*QCDe;$%c0GGJ))V$XO{=>t7X`-Ncf>V0-?63jCY1Q%h z9Bz@0GnX|fi>834{OlC*-0b1k8d7e1&+9~I=^y~|Zod)CL)om}!8T_gSNit{Qx2{V zI$uO5Ii4qav~X*7`)#Ywiv2N~oqTD6B-H{9TJSm;X4Zs31GxR>Oi&Hy0M%6+@K=zQ zp#dGccui1MD&+TbqJ>|$d)W`u0%cYQQd}`PN+#xkp%HrM#7Bd_qu@ZyB&FFhBMo>* zV0Z$*uH2RgsJ{4At|(KhjR&dEXtP(E02p+naZfqeqjNq1&)F$1_sm<)Ym9_)m=mb; zICHji?Jz;$WQnUIuR)#W$0t=TV8fX1-L}q|jHy)+QL(5tuvXlx0Lm2Z0h?}jdykA( zEFO_Vny;t=11oHp;Kjwy$Qgy;+vI0srDlXf3c2AMXjQCUqM_o30J+v+<9T$sx7+W^ zY46t)4fYU_vjxv&0}hQBV^<6QQiRAb%A$^I3VCZ}ElYv*_r(%F>Qk2rh%oFy{SG+# z?=-msNqQMlr*(mzSX}qREo~_dX$dkve}D>9Sna*`axPF>r86L*p&TiFM6tSX!J_v^ zIYQ1(=QOgC>bXJG=g%#He;4>ql^`u5f&68$r=WtG=Ol-ThAUQrU~1z2FqPS8Xy$D1 z+k*V;Z*lEGj!3nMZ|^JhKt@(bP*ZxyAR|BB7Y5w>5hs%95CTc)JPjqSe`z(iuwp(| zpOIt^@sAv-+d{i=Vpc(9Tzlm82V#h1`EnKbclEO5DX;)qFn_|KM-$pCj@AJjJ|1`! zx@&~0!7Lai^JHSy`{*==kvd~e(!}8U!7$9)(*htkE$XH8&Q3E1xPrVuA>P!3ZbvsG z*8-Vf!+7b0fV7U!UknqG(u!Of2B|jrsrRek&s;_mF-X>W2DjDXE@q2`-W#0EZQQ?r zaKMlAco-8+EIgUxuA-*Mu1xvapHWaTmYyKQ zROXyj@e@d{5aUcMygJ23JZ`APIaP6v2+lDtSUc4d6?qVt;gpE}S#I}58J@QqD96D} zL&7R@`4JiRN-5;|>s}2eK$e3vR?uy@^;^Z<*68a|bBz=gh#+rdw;rR_Cf5$T^36(T zu0y@J?7nhtdd0Wmn!sLl{|}4HTZtUT)2MgS^X>12@8!+Gm0>DZ(sYnrt8UL;+q&oY z6L21=oLi#np#0-sSh|9Iep+m_od`VdAkLtfKu#pQf#hf%MZN&H+>)mi8s2j%&E}sn z`}gsBBWpfFAhol7>&VyRNNfzo`iw{kwgWAiBEQwDG>@sba#^-s`#;sbYkT;~XhfgV z{#Go#Poza?s@$HR=HQ4No!Mf-?61gnkiu^=#HiY**@LCKTCEn$LTc+K?3RNU0hlRd zrORrT6k$R__2F?W7v-lo6Qg8j?2AGRHaugkVVt5gz}@19=@Hx_%j)lF{LD(Gac@oS zXv{ym*q&X3;Uz!nGuNzUC#0&l2BX*-j@q@?z=`hGC_?oxab%K?28>V@?AB<4jtFiXYRkkyGKuFE@?8s+p+=t@Sm!B5rvbo}T{%$Y#FmE9!)fxVA&sgt6ly$UP#Pzm9TmHnO4u{ zGOL9Y8YQcO$n6X^IhE2>(41a-p2PhnK}z)+$W2O))6ciM8beLFZq&etBpez!f);r`N7w}yNm!cj%cHmmbnQw|W+mjN-V#zZ z)>B02I&HH|PFT~3uQj~cUxhl*{yc%p4U7wRPeu*wB4k6AHFSKv@DlGZI<^$TdI>uc z9cLH>$ad-cq{>69Vrj8-Duzs>LLX@cfMP1{{06L&Qb^lq|5th~^$hN3NGY7qDzR8{V@XtRXa9esDpP$)=8PILaib@ zXE2*vL%)nzGaWEFvsY<(<^J|w73dR=8o;w6)M>ePvdtZJq7(1KA2UtVGnR=~0_7*G zxG=}RWy+=;6-e3av(H5i7+im1PVb+j1*Ssws?wM;mq{ga_sxVyrcH5fRr@=Y1=u{1 z;S&&+qnYbS_nTR5zL}RnXj-VVsO$^C=N4yoO@_@3foQHN&3>SM{Z}>Rt3;mpUf%YR z>?>DRS{fotk;`vXK@UWLpuKL%BZZ|#d?u44ZfqYP0g{sZ*(S|lY$6fDw>dmFwX`- zVh3^dLAOZ(r7EWvzT8xbG@N-!rj;)r687y{BFSe%=dir=Qeok>#l4|_fdW-$q>L!r z3=eyz6R}Y$I%-PLK&h%|Q?HoB*{jp2{P^V`*kF4E-Cl#bf)CCq{E?K>{h#EtwCuL- zmV7yj`|P|m5;ZLd1mYF^#zUz?cIHRrRuh7P_9D!HyO+;SW+T|2awzJAeZ@mGO2WbS zY2RnKTD5EGs66g$VWxK!;GCii)W~qoU&9Wc{+iRC(-qmx#-~FPXZtu2=*T5Lp8^)# zvZX2Y#lly=8HymI5EDbwc5ZpXFZzER{he*X{(Qh#Y!CH+ksONX@BI7qpM+?e--29E zYoR_(x+KRtD1+y2@!+&%C&1j}X?lVzgzVHexNbzVbM`ZA@9+B~;0otRSY#$bk&b#( z%51!hR6Dd^h5h+PF5X4XpAft-6%dabA;2FdimT+(l=mnWHKKV=&l|GswWBjp6Zf9i z>fn`WfUA>He0Yp*a%i?6W5yCDr*<5+u?((PAa#h6l6>!!0^|t{2rcYBkl!d3pxa1i zwVzc4ziKfgpZur?dW>cae=8MImAAV+>%0eM!w4RaN&Y@|);^n^TR@;WFrLAgVVTA2 z4V1I`*rjgipsB}Jx~M^P`i)%ICQMOTIDu;Q-(B~f%Z<#pAKChQIR5BfHbN55!CnuS(gaK>a>&QLx`8R zui4mv?jZLLA8i(75pKgw!w7P?H0LM9&h4yGq|W&Z0H!K4juG+l@h&1IZD^$vJ)`x5 zwS;)wSP;zBaMBZ)ozf-PCp|lYrcs9sh9vt3k19=uUXQ@=c;=uB0X@n zGM9$@1wHEeQ%$9vM|IX=d$8Zl+GJyg^y^_zh+x=||H;W&7um&i20M9ZI#wLi`y+K$?8e9Ge{E~a73Be=MqnI| za|(Mv-qshxr_$E~(aOwcyNlxV--Swa6VbQ1eSUegruEF{kdE#VU>+}9T7`U@Sb8L5 zKutVD(mowjsbGF*NB`Hqjpx1EXL@$%(2Iao=528Nhc#52}X zZD^^%<6DBYu!otLJFN+5ujVAy;d1pr$>#^~wCBFt_kH$cm^!!JK-=Q)@H+bVI?2=_x4eoD&=xz*gvD?dN?SbtKPEbu4p{8M_;8S2uc{U!YPBl zB~Sn}pHgzQfUbcin=6+Dq!z>gsaBo6{#&ipjne842I6V+@S;t|c?X;4r?SufxGrYDgK!qI1#N~I{&9GUP%j@pif&g zR^ST_;?#|5oTq(DFfxg^cOn zkcz~KEQ~lfUSByJKxb=QKi-SE?t2Hufe4)7DR1ulyji@?P`5$zM$P%AxCX!`;PZx^ z8iuBiqHG*jV@oC`dl70MX&>}FeGJ|+U0h_gQe}d26v5DwYMia*`UzvHm)HkcmU3)z z*8;;H0N!Aj9Jn)Qh$ulUE?TjfTwMGSbyRz#C&A#nA07dwLHXunrJ<@KzuW-_eOY0v^%r0SOiE_q@oZHJoW~=uGnYtTT%8d+K_nW%OQ# zpXY3xrRTi5WSmnZ#zur`{8@9SdcT|%3MtW~QwtX&BN|ueA&i*1t^vwD_e<+bg{QnF zsK=qbsOiVV7R3WAUv=EfnuqHl6V}yY&HI-KX&iuV*k5^fzueBrO-V*9)`%x7V0t>{ z$^OkU8!vWzs$UQa<@$~g3~jIcz5I29Oq+l4gN^-L;n}Y}@0S|7;o)|d;fDu0=V(}K zK9MFC2Ts$G>82y1D!_xmt|p>ehu;uRH=`o9IK{H}8w~2{HP-oiiE!YW^&^DG%k}yr zm`Ag!C_PR>wny^;G2;>Qyn8?jr%eZQ;}cg}A;@FL#Tfyrv_Q?{&Dnzox;VGrTu-xS6KlX8KPbh z8Z}}Lc6X^L3p{Y-Sat8(wze^a`RH`6$Zy_HxKiJ5=j7xHCc!Q4r(VOh1tuCr8 zs`uy+1ZU44U07h$#+#Yi>|&Z@)qn}ZWac##?!fxAjkl(1n|2BB9Y6ZCn{(-dbQ~Gs z;YRYU(slYF>g5$`5jA9Fe)>P}z_Vou%%Spl7>$tF18BBP7MzZ==Zg{hQ_0O3oJxNX z$mt-mLGg&fN>}*xNZqV#itwT+8Yfym!|Dlf^R|DT>LuKo*j)Fohf8Dc*QEoRH5+;bqW?N~6hmU9b8;<8is7lNT7&c7{^Gqb zD+NWB1Jvls9#(H@9VAXy{SSmZKeAs!e+4u5Vq1lAw=M>HSyfJ1#WpnsXKd+JP6Xin zh@GTqMTa~>X_hcod#zyNT%!5SbKz}@2qUC4nE_k2%O(t#P741Qi#ywP2!Xj=_JnHs zwCJq=Fw=Uh5Mhj?HMYmwsgsKf$H#sI09k+a0y#^~w*o^?r854%d<8Sx|I*XiXu$ne zRcjRp_2-fhZE)tV_reeJ#>DAS_Qp(6+Sd`B!iq&v+=d@~k7jgQ#u41k8-?HhiOyF4 zOLT0}+eF$_|LCIgxVm2n55{I&St*y8lwH`7QyHmgw$*ZIheEhAo56c-MoglJ#!W)>+$X z-6Y+P?713Q!_r-hpGKeutV$>ua_f1wv)4Cmx3i2olvMPL?vdgfwC7ikSXOW0tO^j^ zatZ2a7^p;q7`XXov3$thKl%iNX3f>N!K%8vFuZ)uR|trg;p>`QnwWfu*VBBFXSjiH zdf0hH&AOIc$;3td#f623e#^JXPJy3;A|1VKQa*FDPm#gw{3OiGig<(sV)ac-4s#?h z{n{JmoCMI(a8Y$Wl%kL0Hh~Uz8M~!#Gf^S~2ganJiC$M;UJ4|hom*6&q6+?=p^%Wz z-$N~c#rwP%kApwSUcWzzf(LR5LM#9iE`OK#ki|T=;B^0S zns#{Iv+=SEW1HC3RpQkq_w?}K=tY|#kB5(a)Iz0*S5i-xHGSDa%FX$^P|g)kU?XKH zy|yiiy!2)je|ka-)i$x`AguHLx7u^ z!arolM#(vhfYXp%Sf#7-u*ZQHhOJ9#Ib*w)0hZ6_1k=EUaB_xsMN zI;ZZfy8m=__uAdPdi}BXuD#atJVq>c#X#&H{l_1x70&@XlU~KKwh0>$RBkCg-%c?rUMLOdV?A>qt zzZw7Z>vXK2ii~6SJl=@Iz8qJM9mjSR%&O{x?v7n`A)a8KJT5_N4lr-cg3yA<5dwvf z@HKcYae2LK?XSH`hUDc$ws4gB52_m)?o5wurm=H6IFkt59ZOm7^D8}4mf=WONmq`S zfpsUd)o~Osq#6)nkOg^;dgmP+U{39i%UL7WxI2%LCz0~cE%nTdf$L>3<7uYhSfCbSBhoyfc7 z#aPEtvU|{|zT3m z+H;U&4gYF&ZynokJv42+*28YW%ts;oayDV=7^K=L`MC&A-mJFWWMa$ZCBDCOa z%42FW-tRtr(CW1~zq68bi9jHO1iES=RM;WTTWR!nJP+gCh7!^SiEWaA?kI!;Cp zv<{0}&~E7iNXrBX*reP^$W~G`Yq)S+DI4ZMPJ1nm1lh^7lmccQ8Sm?-&H8s(m7S8` z!PU``T`0XIJ4eS>2mOYlfW3l2TYsSVa`hmS&#cdM|8h~TxLXUgdbX~nWMdMBoB4NM)<0UrK}@;V6+ zNzG`WB)=wynXInWOLC43I{ST=fGB}mo(J~#qo@13rO=W03EJSjx==E~kmmxqsM2om zSf4#6$gfj&*J-k~!}KH-2AvhV_gqxzSXuzy>?QZa@%hc|z|4f(v=3!Vd$>>A^L%fT zq++_#CYA`a#*Vze2*~BoWo@!lZ?<)=Q5n8jIzjUbY;?yh!SW38_;MVo3aHDH=VFAP z)Ms{f=)YT|naJ2WqfUNFLkqcEql&JmZA<5c{-VX{OVvIXcw+|Q{_6tac0+yj$H;zk z1Lp;l>pO#KRERhU+A3v|I1MTt8l;kLqbXt?$(CrAu=Y}7BJjpkn?4=Xlv@*Dr;=eu z)%i(h&nY#^``THnn)DK+yEshMuY2_TispblZy+^c+^OmvEIqWM0|{a_9b%`C8)w!sxmZj`p(aPj6RaMgI~UX;6&O zFvMIr-XD`c+^n8qs-z}Anqh-ttF7~;*ffCz8RenFhkNCC=FFr;Fe3>sK@mc$ zrBSg{jIFT)=9^dE$@A|aAFV`QErBjLS0)7%dqk(JO;c*4;8VIyBEh|5O;G$kK-0Hf z99W7&TGma`67u8WPNDk4ViYM{pntmaV(K485!QpSSrp}PyD}-!K9F?65pLHLmUNUk z`maFFD~oO|yz)b?OpcVye4JWqyrq&LevI`Hk@kcqH$R962Go3_6!Z<5y%xJP`8uUm zd;?G2=GXHINy8cWfa$vHfeWfSzm9K2IZyy{mCG@ieXVmLHt~5ACOKvcW{`HAu9mpI zu)yg89VHAlA)rB0QO;S3pYKals?c=XzJiv$+n$c3XSrxhfYf-J8_uFpAPG#D&0u$K6vG zLKj%S`>(q32ocG9D#O_z2WSvb2&9o)oQw`#Leit-IDE5u=oKKMgQNjtNxqZsUFoP{C<<7(v@)WRO@>?>*pl>EFccT(Kk_=s(b(HHDKCy4cc)M{z%0Ie^>AOItV2_&)7=#cyLMGpFUm zF28w{;$Rxv<`eid=mZYR^Qd^?*-Of*6gc-{^$*nG|4hLdhyk143l+AaEzcYsfT1gg z71CkX#X*jLhKs{LgSF#9)_|0-H!VLO#|WJ{p*EEQP%T|bB-VAC8g^!gTu*=)7lim0 z5N{**Iw2z0)Kg}o6AWE4t&)15!J736TjXE*%F>BiymRi`<1{Vy^}JWa!16)N z-Q|1cfwGNUmFg;c$*%ftD{?s+>_9n0Fc@WPA+!e_F+NhEl+F&8N#KySiC;oC%nQ-u z^@vvORUu0*3SO3c9ad1yn9mJch#_$4=r2`FRMhhY&2kLOM$t!Ze&lPC;NAx(-fF9T zp3O4$@g8$&7%=0GI`zK>4;c$~&X}N8YfW)64I0+H3 z?6}G(L^0bN-|9{kc}F``JtQ=XcZLu~8VS*_w8WZX#>=M!GWwCk4eY4PrdMvJr?Su? z&))F_B=}D!d-gDh(<zjTry~Ygg|J)BD)za#X=n3pJ=dnXI#tN zEM`jV4@dgp`6G#=cv7}ap~lWe=y4<+&4ngP#bv)@(q?2r?ofU@QY9`y3xvgQ`Gu77 z-_zQ%joEVHHo)1Er;8U!MSnTCof|?lW{NmtbYF=j{BX!k9n~4hV_hk>?uZZFCDM79$J=UamB-OaO*iv4j}y zN>*KR$~miK@?d+`m;U@KSl$7gV>v{mo}FUv6$nwdC>; zu4DEsWpuaJ2~W*0^{>_DV;K@jvpMU+(yjlyR3g#Sk5RTR4g0 z2c13T9!=ih!P+#A?UK@g9QuzLK@{!b86Sb)Ox18)bO#z0(~(Hdz|~(-+e+J^asBUh ziV(hCq--lhAlWlLm#gm&idohAw9yRNu2GC7f%L=pvzQJ=KMtDmv5qswe@;P@SNefB zk0{RM_=E7#?|7*NQCclZHC`MXd&U0{{a{~J?6nZiiSb4S-2b?NX58iM0z2_K9^@wT zqgr;Ni=hk3l*!6E*+yoGq~WMLfvbMU7VK^rqGI!> zPxivUa||+5Tju@db28HSbs4_tGV#I`owa~$!u40@^?DYODs)f~TH+x2HF8eP<{<;| z6$Dqh7Xyy0!ZD7m7*(;2kxK%cd5wZnIX-Qi8{t$j4VPFM@-dRk(k`Rr)D)C2J-RsD zuK|7@p{B7n>Qbl8wprlvcqIWUBW62uH(b}NHdoX)xkvuKXE6#vYr}cW2OA+-ZXDkY zw8oQ^Z6m&!|~}b0SsN5`Kqy)Y1A)w?1q*aswU>4c}l{bum2^^{&^Q zP&FIXHIWP)H7PZfkos2mn!OvM zT$tQ#Bkvd2mnK;}^VY60q5=6y=Uapl2IC;~Pt6VH4kNsv? z4;1e(!MK+G=oSYVnHguA>TyBUTR}4@& zBm@XnozrP!KcVA6;v2GnG*kVpSv!I5j)H2MLGH6%Mh>HxLamae=G&hWfW92 zbEQ&dg>ot2f3_xsO+0;}7AaUrjc?%(k-Wb%yeN2P4e&f0+!6TqX`rdYxYcu|28vO;+*d;D%>goX>`Ui9Or*96v9JoK|Rc|!Ol_jJDaAiwlKzgOw>q*93 zRDB-@V{Zoa@}~VQFzDA`y-KZOaAF24?Nia#_Moo&r6HKsnA!wJn1pJgRLia(_o0-c z^ggt2N%=vm`?Xyg#ZV&kRj|B546WOtgad8+nq|Qq47$|6NtETpH7A*X!KjS+Tx!Rw zuwkmWN zt=_?9(O+S?a4jN8DMa(7-#J} z!CaS|{sircv5O8YJleVukK!_7eV?06W=Gk-+~?%D)0Fq%`ms7f$gRPA@%Mvs5 zBFDDjJvyf%0E@P_!8-*#vE_F|a<2(xhHHiwX;*(eIexUp%+F?HRPl;{yPWm+cIrZXQBN5mG$LaeA&KK+e9kD9Iqr2}t-XngdFM_7y4A zY{%k)Wem13W`VqLS<=b?cb~$EDW_g1yl*z!FXO9OiG>+xZ&G&VKVicr)}orPC&-;J zOk<3T?VuL*YPA~zDJzqR?R13bIzQUJts(kuB6oH+b2(2 zpfs79qK;PQJss^Xh;Fna=4zCRF9e%xvpWNpRDN>WXYroFUt5no%^JYGh{zGFR}e!EYwif{saNWp5*x&DVKz{PB(M&(+!k} z)79!360iNQLAF40jJJz#tc_uDppfpiEauhFNLtK!QwZD!`-ifPB^6c5e0AZUA(9k1p

AXePc6R=*pLMz90*Fi{7P&bC9#h#go7>8hDK)Xv*&!5|pHMWv zIJ*BkS7SN@$bii3T>s}>trw?f6U2xXdi8;RTyKIVu%-n|Y^yD#*`lQ5jh|Qmw?I1R zx!aQ~Rfx$G*Xz%?1!qt6KAXU9`DZ`S3h%IxN;r}aQz#2$f1&cgpBouHcqqM; zfte`SOe^>DX?gli3{e!X8S|n9YIc3S2^gVbxbkvvUWuHLd|sa}5hOy#4Woqt5-fvF z7@cEu_t!L%Vd<#~+nU~cWg}wPD?_Rb3Xu|CR4Avzy>2^3I<$ZojqL{?q*kLQqE?e8 z!5_n~y|Nl>o>!U1Dfx0To`^X=d#hYeZf|P7Y`m_Q6?*q1Z|)0Tzh})o^Xkoiu6Pw| zDy-aAT^l=vZf7eZt-U3$($qSKTZExvznuOjOrTuOvRBcd??8x)M4HFX;uz|x{?0!Rn{HU<1g;}Opi0Qqg=_^;`ERjCJ>>JG}nEopU$?ptM0|n*y4~-dH%a{v53O02k2LKjs# zNO1roL{QHExJH(mk^>M2UzN*L;c9>kDA#}f6gBla2SC{}Rt@`Yr$=Gfx|n80#x?$=Ru{N}jYAehF~77jZA;oOmVP zbzhBf9ed^6?f>~L8VLMDiIbg}sgQb3`<8e|71SkbfdI+!0`3n*L*WUwE0qNG^Zl=) zf2wHv8Gb35q2YoeZX=_M5B|A3kDEO7kgnHmr$R7caIW@ro8m4)~ z%vEq#48ECC!D`rpSwtplu<2P0MOkb&v!Y-05ZdL)D|ShXknrkj`bO&oVA=&^ka&%Y z@Pq5p$x7U~MNsaMIrU(}k^v$P=$1klc1D6RWx@3;lyO<`zoPSh#T!x2Em#lRE6%D1 zwX06nl})fG+MWRo^_-W^z19x02C&n;AkwLeBS4E9(NCzvEvOsHK6#cYzIfNPt7$|; zRY*=H=@VknNRAYpl=F?CF|yLZtt1Hkh`W-KQkcTVh<^Uqg;#YUgfav?xq)D~gq~uJ zGBoUki&@-6X?-4hB2L&}|BZY1gD1>J&k?{j@AW^i^bG@|Ni$a8Z}L|udrHTV!ZHcp zixUq5)7zYz!zPEWgBp+%cQh=vD`;tFDdD8WL-7jt_rk-k&_6D2E#?Oo2BRD#z3k@f zq2sa%YpbcnNZ-Q`cSzy~u8<>NtlLnepXl~K92E<%ixazK`vsVI^(5h$)1KJE;oBKI zi$=$+p#i|*&y#eleO)>eaDs}%s}TephBP^NJ0>Jm#MnouP-vyI?M)jnCPsUROD!Xf zYfyi+iz=u3L{ih*#r*S~-t{ZOJecKnG=mNBwWPK14>*^X`5}zdSWo5D=v@&cV76B4 z;XDS4@ZuLL$qPivJ``sP9H;T0Cq(|C)Dai7lu@92blkg}ZEaIDxwF2E6FSY!6?_^n z0AVsdwrjJJWL@QF63%+NQ`4V;_rK)24Y!QCeq$KkU9L zvzhT%Yv_8X$VbtgduoqdzS*swzzpe}Pomn0ud=4OEtyYAqOm>eL2jzP+qt|;m5SHS z`vF+m)-iWQG!h%jvE?|L9(Pl;DY zJKF1ijTes`ksOy)J4@LuA(}?(pQ>)VrguQ>FGVDeW~U42y8E%IyZLb_gU+m!j7&53 zIN?M^!lOzH9V>`j;%NBlc)L#J&&pPWILx5TfN-b#TWmt132cL!BMGsk;y>7#33OeFd!fyKtZ58Kpy{J1%-SqM_mlhF>Fi7V8p%I-*tD0H%ByV~$2;5vB;&=d}y&*ii(GDNGQ{0@O z1e>BbQWgT>5I^QYu;}+b=ZyF+7GLKO5FcUE4ia?8FIX!D=5k!(Y9#ALUSH2=_f-@y7gSE~%T^&yF;}}Ol zi!mK0?$GJy4(&`jWj+XPGNU_bAh4I^S{vq0NI<8*YG#&tC+vv{16T7x5E-pu_!^uM z2VS9P9VIkyw+cc#%9gHk@4BwBAgq5$1gpbyFCfJB*MM4C9e~E?QdBNAPcB$Z7v(eQ z9?jhlqlk7@EVa)BHq{q~Ozl81lyqN_laYvvAxIk5VrHdZDuT2zrVAv+6{uQR++Z6d zLr|zfRB%@tqd`UmGGgWq(vYtKnyeo1_B)*tbdg2`-zyv%&Eo`v8JYD4o~EXDz*AY2 zDytA0P~#cG5;$XGXtNr`lt-1!6aM}7FlFI|w^4lfA1eU7C#6IaOT1l?niJ>J{2BTr zMil5M{6|4>2#BXyYoY6YpyF?iYXK*U8+aUCNpiv<7^yv0#?o}GKnQpoxLKIb0jB_F zUQuv`wSlz0fu};_UV$vB6{E_2#h>1#Uw)0sip#eNcYvd&4Ahg$_<}Zz-7p*m73z2uh`*FgL!NRM8VYV2yXi;vKc>K#pVV zl8HMdiQOn3NQ5vm0%Cxy(g9)9V|qeV%b+iDW5AjrMN>hTT7O$_V*wo)O&l=}d+6a9 z8$>54WG}%$h*essX+KkFUl84ICS(lAm??djAHVp2OM{~&qC3Mj1+o}PI4gL!}U0a=U^?o$S1|oD42G;rDXbOmqURnL= zpSiFBISd;mI)`Kwtq6dzw*1ErBaUQr$A==#!HU49*8!R^qIlJDIsTJ!ZM*lBQ`TMq zfV+siwK6YQk+(|G=gG3M_Jh_^MAAF$QFo-1N!7?8XpVKtvjbE(A@dUw7P%jTM6-MO z?`t!57jAiU1u$L0ewGfgYmKBYBlo)((^I%1WZuL})2Pp!sivG#h%#DP- zG!T2f`vpc|^dm-x38K@-cfr^+txuqa7y*f z3*?eq4?$-$p@Z#C^dZOKTerP|o!8G5k$*wum%x2*#t#3vvK_8+XL=#)x>o!gLScGcBQ6I_stZqyrQd<*Y=EPiri3& zE?A46O7x|#X|yFj*zGHg*4+g+>)PmrI6K9X&|mJ9V4jeu0vycAU6m^&5Ycmiau z@Yt|j+@ViA2J`ayeq-e1s-9`tMShe_7%(C-8{;Xg|K`zie8m=@201>;dmoB! zY_Mx>u&1x$tqu&6P<7b>PdLLU5XhyvBvk9ZhO@6#y?GYzx~y8+_)n!luiI+=wr5*W z=FR)}43{Xk=kFC9<3!XXCB6J;F4e|ax>=|q2>*ck2QB{`j#9$#u_uA-1*Wb8n~|hd zb?I@};SxHel*I^zrYY*?`G+L}>a}LwnuVKT7PeWrY`}$kgnITv#TkuZ7jVwbH!oz` zb!u+BOa!8xV4B;f7TiTqd8H}7DqIaS`XTWh5i1WV)NbIUTS}>$S5tWHb-bX~;k zg*|rThS#|%+L?*Lz?&eK^ZfmrT4xPtGuqUgU3uSC32$e&UKy2L34f#*Amq>&vIg(w zR>D1@yQp#OK5Ad2pN!}%2jrVJUw+0>(VMH7@r$f}9XB%o8r6#}sxVY^2eyd_59HO& zi!D5noxXCCNd_LEU*NSEP`G}zR5 z-$JQcA9A14!43S9hR}y+-s8!Xv49paks;Jf>ue#66 zPqq$6)T0uk@u=*qgzMvqTikMmln6WO-09T%7kPgk#^T=LWb7@6@ z$x#TeEGtpxgQj!!%5Ww$;R@QKi5kf;HM%fJAgC-(S;)W97t{N-tjJG=rqvHF>1QtlO z#v^Xc!eTpofsULGZNYIgKiE>&+5!&Cd8^gnbxAFubU98;lTGnN>B;sII!7N|bt^~Q zyn92&e@}Ev8qz39*{mj!vHv4*XLa~&oDObRyPJ2@Pe!1g=*#eVFxvdnX5fB*iy+|a zl$)r)qYPHLlYMnfrSXS)6PCup1Ex>tR&ae+viHaW4%j30>`RUVAQ3<8CI%U_a$ZMo zne*d*HYp^weEdwvr8T2FuK-)4K#7bbJT#w?`p{l7F#o+MqFS7rd#<9-qGCE{G^&IMIpkPPD|C z+WZ?PG)1(zBoHKtMiKiuo-?XAPDMhG5rFh z1(@mY9Gt~vD|}MKo%`EM&Y$B~NC^54(-Dza9Z{@uEBA(11HxoyAk%bEN+iMn)i!J` zeKxkoSrT`{(L&1SBqWz}5uO(?!upwZ2RfW&Wqvfxf_jhGr!n#yADb^Uh2v#zs5rIb zlJZXFaaZOVT6@6MEaXjDBvw496*#BV3|!;FPRDX0PX>#sh-9J`@D%|`tR-T-oP1F! zlb)H$RM96o`ZMjzyGZqe+lFt8=9*Sba+mgbzW4CMQXXL@9p@SWE+?Frs7-~Qja_L> zt5z5%f>_B+%(D{B?E9!YFpQ84!b<*|Q$zeTOg8$Tw$SZH+I(r(bDlcp)F~7mP)Wvp zIBhLFR22<}Tmr!>0ms`7qcIEql66k4jVEazT9Mu{VJDq(Y6rh!htyEbHHPod2SFYC zg5p#fN~v0z$-yl&zcI9?%wo90nobqI9=&T;z98FHj~|1_&~z<8#HT=%9+ix=+*WCI zxU&cx^FphbCjHo!ljWKylE)Ges8R>n^vPOpxP*r2fSVw!A9%AOw^4NHiJ!vKDnHRz z)TmqEh^Nr+JgSKzZ7V&$$ef@2ml1z`)>VJ4wiT6M^S%PNKsK%eW;eue7}{9G-bjQP zBU1=-En;Mis!vX541>hka4kwCV#-%bC(wo7rw>I)-#}==daNO9`%ehACO+V4O53GA*>c!`4>b4;vV;BLGP<-Ajm%jpqu zYRd>*JBfcmk&Xv;q2Ixs%~$n9I?aecDq56=OHco5DCfC}fA3j&?xLW$J!R--$l8ATRtct|74S4CqXvp-I1Z@XD#A zZqBt$MlE8_aYg5aFaF(v;+(w%+G6fH9yP3pm^bPxW>V{yjhug-HOLS-(fQ&=&r zf8Ywy?5+u(%e@taOuukruP;|&c!l=yl6|~gIlMFW?L}RBom4bL3q|Q-TsWCj+(8a? zh6^>mn4D40GCidybDbwgg&W?Dif8tVDs&;JPYTrXMLRc41d1j$G)xurO5ClMd%E5E zlg0KC2pljmBn^Gc)+bcN0=c~2FaK@l@cVG};7qBuKGnB(rpI8|exBVqtLgFO=uIB> zogSLDY5R7&Fz58tTw+XP?prgZ>uq`QR-0Fho!#k0x%%-{RX<qpFA^%swJayh$5hJ#^VB)Y> zO0-!f|g5;qpan7-om)@5t?j-vraTLVzD&yTff+xB&Nvu<(4Zh7xv zD)aH65k&VW*!)bcV>^X$<-W3qYs6v<9&@}yb)RByJ}OZSpU z)SlaGJ|0z1Sqy@x&xc0Y)DpM?srmL|i^gAlfUD#h3pcti`z0I>IRciXZEts{&pwPp z&FOnRp;V<8K4pR0#qnxj4X`~V@d8PCveRgVUFy{rhcX)jsrIPst9$ONC^3dICD#RQ zbMYGYH@aM2w-Z4g3hbKWSLvGChjx?`HPo8kt9!QA^+UCthueg;)V_CtMa%wj)fY)E zz&zgK&VPwOT0K_@Yo?L;!+!%U0zLk#zwZ2$WhmV;X$;ghsLgy-B3G$2^U-MED|m_u zG47^RWLjWaTw#h;7{^0TD}jTUzc z0_VEFw7$hI9j0w17qzVVWT<*mnTq~ErIb?^vqUzdRJIY-_V1t^P5tw+yh}Y$zf6pe9!}$^j!K}$%Vdfm8=YCJ(a(?J2|sf?aa{Kdx``iCGNeb zxp7ffiyue6RF?8*D@bSzv88s%RYa<7=^$G>@pWloOq^Q2J8eJe#?(jrlD0*o)8aeHgobPFs_aEWUYF zE}C+S>)NlZG(PTD%kflK8At+G+SSVlwm&}(jwuvAdo8C4Jh(XgY>uTD?Co72*d1Hw z*}eZ6<2tmp`n!1S@6F!74wQNtREZC@X6$i1?JPf;aK09&ZK5qF8s8WpYQ#e<8}@PW zFHcA@VX~{P6s0)8jqgdd`u~W`0pTdH$H<#fwgAjK!hGS5hFnX%p8kJc79^E_0jX>;5?x zSHG?_;P`Rvh`iS1>z|)TXGiZMOxmeZ{4e6AJ>Z`SC17z z%(eoVO(haezT>@rH&}r=W+HZRbpH6ACljElEr;#6wqo|dnT^5Td{irv%uyp(5!JDH z_jB>#j0H4tsqn^zT~t)oa{ARl32px6@W7W9e`@o&YLt1zK~?c*K9 zQM+~GL-{M|#WRqAi*Z0FYB*{0&l@5cl6>GphjJ!}<3G|Bjy^uGo45Jn=``m7yU&U% zww{pc7r8L*7pj+YpQ?jnkJH@ahAXxpd@cvJD9_fB{_2svy!oZfWeOyJKbn`?0khYR zzuHP}hjdMkxT&DcA1U32bK|J$HVNF;{@#u0nfjwy_m6^0z6&|gh#8R?%>uU6&WGL7 z^LCrBCz}HXKre_{fsZXV^eTt4FM!M0li&ZxE5$$*Ex~@v#W0s**{Ss2}23H(#C3K%n?5C#xNRW%oNjHUnuR2^K|Y( zsl!f1qtns>6Q?>bVd-g(cw8FcB#LY?n#!*{DUyU-%axx6!ASH2J>h38F?EP&1d6Di zc)SEMiSo}_l40neWLPFd;2ZDrGRbgiY#JK4R79GB5zVs+=rf2%7IOd^2g4&TDc4>< z6k!%IeOb5=(d9s6V6P_#ZfU-xqGm;@V1KYUx={ZenfC{d0fS3)Y(pdW!eQg@Z#La) zp|so+Pj`c#fp3SZB}aXeH97JXjNv68t|^wa!^t^cA;JA4Qk*pLz{>1zs;T`{0`N7H zfM63iBxCi9;vC)>)TwxIUFi0Hs3#+)rA4@`un>7vKaI`dhGeBQtSC2~;Q5+%Yx3n{ zma2bJUFqI4vB~lU%z8<~JWx|>Zl2Bm=w~kNP1M>BVc;jGm(J2U zt8}5MeUt^b6KzydVQE-NTJV0Q4(7n93BejoH1~Yi16` z&U@y5iyNM&ofCvqPc%Z2SmcWv-EZ>3!!$F42IJ*HT8>R(=7pBg2Q`cP&}=MX2x7j?{b;CB!+TDSzVEqTr~#wcytB2dUZYEKPh{}Ja*^&2udPRj^h$( znQP`lVy=DTfgq)0C=~6q4=rM8J6d@nELylmN~YTyRG>Sc|2VrM=UcUnCGYV%cT}g( zaA*>1J2}YiLCgR=H7$pRi(uUdaL?KPdUOVmCD% z4Sf~6o{WX29GT8vw%$J5>xKJUq0c^nLaBR!1;2i90Kc*BCWJ`WKM3}IboZt{kN5xO z`m3^opGAPPE{j}IiKGxqo~Us=P+?0@T<%e15ecpgQ86-sLM$M6#e5C5@1%u3f%!q% zvB+@qMjSX;+<;l~BMbX%kF1k&TB9j|=r_J<9#!T(p8TJA6y5;P$1BE~fQRr6!SwFCe4MD^f!{;vY8^IOAQHdE7i6pJFi)g&wQJ5~+z+ZE_srHt6}vg&L{5{U682 zQ?Ira<$hq@b~xyI9tI$)8iuzqDm>_)cNh0KGd>j0ln~T{#IZuE!qU8}+u?|UEX1rzNqo*lm-rWe!s zR)MqWy9EW9(4gG9y~|>PdJC!&Ce4fuNc95d-H}=|=H%OfLxeHZ$1jlLv~9cIMP`ubxtZlkYQP=A01~SJ>5;a8);Y&6L;pzmau^V_O%HxQE=L zS}|DNTQ+ih9g@)96xAz3m@!jqP1T*``GJUU$EcpG*Np&+SK$7Is-++|by5YS?T?GV zDZN@Z{b8w;z+$)?Gzrg8lXs5K2-K`SJm3IX^>qP6mEYP&9XfrpKAcXjYh-Jz1r$lE zan$E_7Zuk!=2}-z=LbCm6fxw2*oOep%yg3VE|nhdrUK8K%U`fr{^gqRw*7`k599q= zb^1#A8$50K#-^-y1??E#vP1BOL+1OQrWAm1V9Gv6$Ko^@0;g+_-04?LwGWt-&XQMk zrAiOcd3)Dad3k}g#!?x16cB_ioU-))Bk{Aar0R2nV+k{wa~dXmk#i|LQ!d^#Vzd3c3AC*J6*T`t}r%o|?)eq-7`8&7~kNEg2Us-Qs@$D;nM#hR|J zEu4)oE8XDYKRY>aIT-@^`iGo{!;?g>TKWgKzHII#!veZMQ5dt+V&R2R%JOHu~B0uXOrPXjI^vhA8HQP zR^|CAex7)0K+%HAaAX2JS2@|<(H=BGzd?aqY2=%yIzU|c!4t0GP>VmGZc-e+ya#8a zY*ieY`dG%MXK9|$5y5focRqh&5y??Ln&Fz!c3_|ObE~zA{oh|#elC?xh@$Owf_tyM zD*7%4?>SoHClm(>v2&k!hMyMU9;5@Wwy#Bd*$jTue*JQ=%VZ%y2bl;z1w>iO|~ zGmJR1#5HX765Swx^walZ_0^5-)o0__W3J$5EMm(=6m{GmGNyX**7?-};hLEy_uc*w z5_8KxuliU#aU}9`a_>BUFzi}(Mh$sF$S7(ARd~iU9OUJM>H0>K2mjE7oM6Hiss5GB z2us6)ABkys&wDa%knE4=r(qkYV4`9>%(U+WCWq2Is9vf791A~SU%{AXOg|-c=8^4t zEUg$fb(XjY&SpaIaEz+fbC@YK`6fNll6~->6z>8)@c$ceh1I(1{w(!KuV(SajO|Tz zB8?I6f}MBd{`+T{rRG?1dYZJDW$d+$xt7PAIa};9fX@le-mLt5n0+ILr}oD@S80W` ziSG{+#*|ZDpfjF&Updya>T*7KWhg_Q|1@Tt#BN3Dc2`~LHn`ph#@vaUz^`_C1mp7a z%xZS7((`csc+5n%WUPn*#oRWT(RS+Y81Kyo*fTZFhzZMk?Gvr+pu04BigSuN4<9tQ zkL5)-sYv9qU>@FR^K#$gcKvyOy?8>$?kFu#2!rMfs=QBI)>l6+ zD@}*<2ifn)bq?{&mYkW_|33i~0_*+oA9SZ0gZjPQLe^bqJnBBP8q=-(ZCNaj6)_U^ z{cJb0wf^|1l!ZdR{pb*zEU;Ir7AV+v8PyFPP^ z#Jk%r{F^A0`pBMox?k1ZqwZ97M_L~nU_)$#x+86Zx(i)_y0c2crl>nW-7D(;tu5-V ztRv=N26jc=7iFUEo%&-I_Q8JmJWfJ={tm_=I1ERjK4E`f!7(@*C*pWqj#F_mzKOGN z1}?xkI1iWMLR>7~H(9~&&2Rq+{O+^BdnJMQqXT~m1^#j?@V8Tezjw2%uv)wa9Qp5Z zYu1SOU#8`?;@7z!p8BoJTeD95Hj{&Q{3f@Z}7Yu*xnRjr^|eaxD-#b5I%X!2vN z*(`p++Mp?nvSy3;yVHZF=&Ch)#ot@{x?9CRG2ZflaQ?{hHt|cwSw0-jcP(!h|KkM9 zN5i@FyzLPGPO;?^;(uDr@=o!8SZ4WDIR9yRmxNl%T(*2xLS?&HE|gG0hUE+4eA4o6 z3AMdLzU|6LC^^gecO(@2B%!Yw&O@v(3g2smmM`NKyo%THCVv&aD|6nr|KMQ=^%s3b mjKpY+!8i#G|Ju3#0cE1&I+ve81RV@GHZ(Ia3MC~)PeuwMx#dg% delta 57450 zcmY&;Q*bU!ux)JHwr$(kv2EM=V%xTDJK3>q?AW&Mf9}06=V4ZLO;2@o^-R~ytnRmI zy0SFhcGZcv= zBySsnuccoj0tDEIprG1!M&`{mHa)d+6PPTKd*{~D((}&+bB=$u;o=t|MSOC2MbTIG z&F-B=|J|HmS$}U%-#hR8hyk~&xwlsi9@Q<#`}uyt9spZ%Y3eh-u4Qyh8`b*yww2>y z`1W31pj!Y7vS(<=(hju$pa}rTZ+Fe%2(>S?%tSxFkWNtV;+g%U+Sd~GA@Fu`aOT^sD@h}r^y3*hFlG^X{)koo z%aNM|3?O9%0?A7392YA7extCP?Hn~-*OabzYu3twoRj~W)GDIbN3nEj{4;%tUYlZd zOn6ebVD$>>trWHavji+8Zj;&9Q-7sg7k;?oE0FN5nL{K;PTNCl(3eV>9%|=E^=IsM z5K>pn+Kav#bOO=92LDz@RT1ZbTWrL&rUzRF1duuQwF@IHbBVldx@>74YiGbU(eCwNA&4) zMr>rDhG8$F*}cawe6BOZ3A-RXx)R)Sw)k(-O=F#w3;!lcjmQYpbAp93?+HPHvlv(M zC!nghy%p6z9-{~=#;r!ej(@}zU4K+?9ICd zJB$-{@R1hin1Am_V4IC9HjR;|CT;iEr-ybc&CKAX1?KhBk+)j6L@IhH7VRitw9*jY zsEKf@uK5Gl#=M;ODPTwi>?~EFr3U4q8nAe%xgpHmlA3lKJ|^cZ*8Zk^Z!=q}f`OT@ zTR4RP9Y3{}3Dq$*o2J*7Iu~3=i)XHptYKy`T0PaiVn{|dO{;;BO^Q`7XOE{IPF%Cg z1X+xxchh`3J@sz*PcK;`RdllUeO(k0l8z)t?>D)-t)bRRkd+=c>;#_CHvz>aap*?yCkE!&&I&GPqg9+l7oXzw-0`#6Md^yJsSfx!YRQi2uRN9d+ zraBVOAzGHgoFq(%ssBs;`y6SIi4XWii_-D%n}1$oPrnJ9s|*085aEEQadzZfW7FaI zklScT1#b+AUmG5O)VW8P68AQ5>)M*sGSY3TI>BcwFFBfXHw_)X?i9pqFcoRoBQeUb zUpt!C6K6wq7Jad?7sGj!0vHfqTUxtz1*+vjVd6!+GSCeCjspu&&JW$k(vf@`Ok=ec zeloT;5d#cZZa{W0;L*?TI*5J}j+WOA2Bv_@)*Xvj;H-La#14B~F(+_}W*?rR!Q=G9 zZYQZ^1Ml~@fh8pB6mOX*nxq(wT`|Af8ZRjZf=R`L@~k#p@I0$So)-Re*nc?!6U zGa_lk7v(nMP59^W?8)25qw^5C8Kc1K!dj!V;ZvP^Ce`O%?w=j2zuKHX-GhVAYFT4T zPn6W?*?n%9r%ivdg`S`co)0C0aEjLM56R~7_qM=3@TvDU>FoFHGZG;7OIn!=70+fJ zM)_cDL5~iHzux;o0f|EyQ?z)~12&GJus$iNT5Xz8tg7!uS3+DcI>eO+6mVK>jzlXn z{K=U41}A%cGmN-DsaW{paLc>z{^NhzT*COla&J*giKGh4kT{N0f+A4Tps}U@_m^RdHnbsaAVXSIxxqPt{1c2} zS#nV^z+b+)c%LJk47BQis`zVwH0^qOoWf8zZ=6EF}q9{;S*QIpN^O z=35if8;oUWJrq1Xdh&;)8FUeAGo>$==OsJg`Xf;*fZOwxrw)$n*s_>N$+N%JU*%2a zN4IvfwapyiBoa=zD2?{)P6`tO=NyH(9PSLPb`}5!3aPYQ`nxEu!e6E7E;5y>qLaFc zVCj_UAsrm+razOeQs^MAFe!bh4%Wi)p?S+OsZ^;-Hl-ZhyWW36C(HKN$-$k?4b-?m zit-*80jHTZOzP;SoblEFOzTi7c`PE=@+=f>R4UAeLN&)DUCeCE3~HBBcMk(mnZ>~{ z6qkwB>YQU|j%|`xcIW7Fsuzkz*gRll9atIMWkWPtowX2X7Hi38bT8=Or!wNHK9m@` zw^l!Uik3bb<6on^P{=Y(o+S-7h5Bt>IfWQ!0I@E3_gI0PLG4Q zMgTb!cjpt_k193XKspn-SrVHS8V_fz$X|}ekzkAO&%F?_NyGV=9;pxMfi9-r%n}z+ zEU+Is!e5?m3-3fHzR~B{grLQo9WO1r)Mf&`0vyiF?<hUSahsa-!nD4+Wp~tCoDdQi9!CDcX^> zEx%x12@S1&o$E9S`VF&wjYBPTN^ZF)dB>@q`ex>Tv$9ax-IcPp?4%?U`r$+KU%MZu zdgq&e6NLr(iZ7^!8W629%cWAM_91+Nr6f+Cl(HiA zg7lNm3qIe|X3wSaHh6ODjz^?Y0G0}wfDNqK1m+aSBw7`j!*k7VYuX-w4Kp_o0NQy%xszf-w*So-D+}$X7&6! z=WvCIbb727An}K5dc}g+0>}~wa~uW12-4bQ-Lj|T^4dQR)?SyCH}TKnj15V^jsl}S zTV~XTsv#_A>vw2eg>32pfH7=7z1w@wvKOHV^2#i>F_P;G!E%XwoD0{TVi-4p(e<0# zdd{ssSNcPkg6%#*rKVzH7}=9k?S~Ms(j3flYXWP-*#sGpX|LQhoZDB}K}2!!q|fre zUYTxEDR<7J%NcZE{k=OHuZbZJgny84rj4|3^`l7laS zLe9NG!6Nb~Ow8z9wwU@S*Q>&=Es>c6A3Z#K=BAw6qhpo_yVTOeM5HJ!kU!Tb*Y*hl8u#1TRS<3M5Kz(TV+1Krpg(@2?){N3Xw=ideNo4hs4` zd!;}gYPK<4pRU6cko>%CH+y|qa`|}{Btm!^t%~1xU@7%B0H7Rfk63tYPCDNZg_JC+ z=XYo-3xq2w7`Lvbr|I!_ov%25t&h~;%@)YH7ZhT6bz z)o{}RY_HA=jmbGR9A230ACagKrNyhmPt?El&nXj0kKV70P(7<2zSmd_&3H(G2#UpiupW%-0{?WhP=AaFgvSZ-gC9=gwHmHM0zN48Wn2h6 zn1G=gMkmY)v>oT@XnZgzl=~EOT~f|Bi{-`}xHV%680Tu`#eTv|anW^r@PyCW{P;3l z%APiv+StL265Hj>>D$4Gj1M|gf~jkD=Ex&xi_$AwMm1Gh3-7%O!-f}#U%)zy^_xy{ z+{-jkGiR1fLtUqh338;w=kTq*+$+r}4c22()P8`#D5cO?KCPBF4;-~5vtB1cRpp&# zi2^6nEX`tX_ut-61b#>Q%U+xL98kc`F(@5%loM1BXg#dQ z4P5t(U$|Eqv6>cj-)o%(aO={A=)oh}~5vmL3QSg4%w%4vb*~ zVCLXv`(NKoZCM9gPNcq94O{Od1Y>U29Ac{q9xy*3e)3vG@I|zWS{k8wG$?ON=W~bK zgl=7W4c))edRx#*1FKPZ2&eB(VV5^)n1q)HTZP2I$ z&{`X`l$o~0x=x7jbbU5RR3mW$EzN%daJBNc)N@fMK5j!IOtD%r@+E1tekoBmtFWkY<3-qinAVTUv&qNo2X0X^_W}56NHf!XQ}mINJdo zQLsF>(~>fzT>x(qQ01QVM328n35}Tfj~sW+KM&m1iic^=hjR7>iBmz!pB)N;fP=H3 z+p@kc@qQ5|;_4Ub6KY=2e@DW{l`umznyKY`bnhxHbOm!>A5KTqS}}E#OFB=NJJ8iy@IX;eCc&3fQlBP4B?% z{PCva#>>M-OsE~G^`pc{b(2qLhhOxK8FW|#qwxQ>eXfIt0=1P}Gs_RBeWf&+T(`!I z8^|f5AzJ7ccwoL}8)#A@Cy%N2T9qe?w7DT{eE>eIJeJ=94C4h$q?#Zk)u9v`6`nep zxHdI*q?+Kgk{u}@mc|Hqac?Og=bkYuIO3=|(M+=082b}mw%?mFIxMVkSQjnn?<-4%T`DikYN+Fi z5MUAGuRP)hF+?Usg1^{F8J{pMRVfyS&mx+X$AeSMu!WrpF5~W?ZljV;gmgY6j&4Jd zWgx<#JdEM(esmdp%WUlaH`w)F=*$HW%pLdd4cRY8NX=NIcZ?JtvtvwEgmW z&P7eP6h(ssueOgsb_&!4sQP&dnx+&bJpe5;f&tgY45h91*|VAV(x`i{Ut)E33{@A0uiCTh{euq$~utjYZlfrM5HM3(v>Dfjdq#j;br$y{QjA zJr0IBx>QFB9PwyaOBnvP!r@fgv4FHvq>N*$KFb`C*U%Bn{=$8Fz*8-(ZYWQN@{m>szPe2Yp< z?yM~nxntbq71Pg*crobSDR9GJ2^dKcZ@iTH2-i;c!W8izomeQb^ZR?R^gY6i_it_$ z1Y;aPyj>C_BG9n(-Db;lEVyC(S-jm#IZ3kk zA4|P>-%AXb zD?RZMm>i6qm4&l?)D~n44PmqP*C%D~>+dh{Ym6Af|6P?numVZ}#>&LWk-ixS!U@5i z%|AonoQ@d;Vg?wVyEJh4p=nlO@77p7%V_Y{DVhP@Exd#ex64a9I#3`m_9k6| z^yBAa&%tbe^Xi`xG$Y$dCm;5mKuTSUv(taLxbA9YBrzL5SYGP8Ig$0DJD_vNY(L~U z4sP{w%5U-S$R4%E4!V}$hRWkRy3Xp6Pgv+N)dagA#~>bJYt{G242t2Jb*M3eLCz#KO=M|K4QqJ+VFu4te@wisTdkGHnzoKU zsw2o=;{KcVM|rUO8OIwzqkf9RMh#4yA%u#s3%8X< zoW%_Fb_(#XCn1rO86szLn7~&b7l)p;%(_KmdUwo8W(lKv&?4*Vwz0WAK&>$Ay{mo| z_rd>HqGn`7$#dT9+9N?!MFc5^R4{g_K1>-GHzl}~M{1VFq|wsfH|$8CoqwEWigSbU_xUqtZ49Ds5LjKl~ z_`YSkU0^$mTD|YjjFf)opqkEo<52KNLi_dg;=4HEw!HoV;C7x0CiSyq8&zzdwY*jz5)3JhfWU#M!#LTI&HKZp&NQrZvD$f-X1|oi5EW_BkwXK z-y29?_*44O$FweOiqNX^u3cPjbZ(lesIe)@PrD!dzwFqFSR~6zq@CIU)jPr+Q^tnPbJ5mKn19(@-mx09^ zJ<(||Cwew*r`3xe4P2Y>42AGR!Q#4;;qt74=TggS_VZ;Fr<_TC?+K<5FMG>%)@NEY zQLvTT7%Wfz%E2#1nu&OIKzN**blY&03~btfA~{0p-yv9?LzWzgMa(@MMIazCka;Uf z`ppyn%bn*ir36!e=*!tK;@sP$_M8dUW@nu4p}cW~=|0rVX;9mTxEO1%;$)_~d+%Dy z4SL1Pb)q>c?P2$%MsgRIi}QB)r=UQ2>peEm;M9S&oO+vQ5-NX6y4*9iP8{&uiFurp zc}D7iHy&h^#(c|TWq&PHp9Nr5v%1+v-(lglknq<@PmVjO#~o$lh#Z`tCtkql?nB1X`e_?a$fa_ki_?; zBJOQ7ge&5*kl-t$kli2xm~*u-#e>z%fqZw?QXJPxaskcK5`Xr%7Z*X`vD(V^ih&t) zyRe7~HgKo*R5%H@s3BPp3jVh5yGnYzc8Y!(!iD9@e8mM^E6JpO;?xI8-{+9dRL{&g zmFcg1nf5{FeQd#mp##7}e!E#1Dk78{bmEtgiY~*^-D8l2?Rm=_ew#nWF3J=Ct!6!I zTd^!i%MVV8i=1?nlMOXQR4j2%`w2W%CtX%xNildZjE*pw+(MQt6Qz@UF+V6<3F6Fq zxxxs?xw73<(AaQ1D>U<8svp$QC{v_g_Y#vX5Th&lqMSQL!vnO*-2G?0N9j!WOHJ&s z*xdHbIzc?lduM<_VxfOngau4Gui-eLVIq$y`~8^doDE&=sF`Sk#Jn=Q+?;i(B9C7j zO+pR^+L!podaIpvt@Uox=%gR2nJ@7}HT5z`70Lcd2MfBEoYKqlz0q~{hSFvD6rvlg z<3gw7kMqk+ZvtMq10Y4d060;%sKgg#s*+9DU~o@y2vaXV#FSfuh;dU+HPCbnV4UVs z2B)*Mm?VW{Rft6wcK1HmH;)dg_C6&+22HzPEvDTp3kkh*EQY+Rzu~y0Idfe`&2$?M zjT!e04lMJVIs9+*y!7d>5M_4q6lYBjcJ?Jq_v@d)VSv-z(&5*?O*5Km84AhP3+s(5 zLM+ec1lRVq=U6Z=*Y+@=y703(#)j0MK9Q}0r4IX+b?+Sz1+P7n)a%I33FTaKCa5{u zm~UIeb#NPLz@EgH(%}%Z#{@3scJ6B(*ZKtrL;a7S@W3hFl}7%EPgcq6j|1fkjwm+T zzUKK-kASuSMT?>3vY_1M4*1}NkZs*enq2;+e{)Rpl;f|BqLPNzKLxvTxg?k<4hYez zSFbrapDGjY(GBF)cpy2Q9c&NiWv;4_FXuc^liZ4KS=nasDoy5^YjpDLGi38Y!=!Og zq=~+ao-qKN3#r<7_?^lFx?eGMwN%$DJJJ5 z*5L~0l|P#>E|l`#-eAV?Cc-zy`h54XG-ULJ?{fbx=@m5&AlWlR6RL8K%_b`F^Q)=X z#dLp&FkG7@dJN z@Lg}GIb^-lj^xC|%WD6!bPeB2VH1KNULPRSrB=V(nboD*%3x9-O*M&jma!sKXG3fB z)m`%D+FA%8 zoaIY>&EZ3fvU*k4?B&zfyvMJsfb87dmR247!_t{qc~PJOUfKKX2-Ji$ywBvnisAFo zc+7aqVMl+;!5)*?^DmJ zFt?u!;9ti6RaRC{m`P_qmZzB1ei^VVku*maXpGx7Uo{NO6q|*MgUnO&>TYgp-?p)} zH<@A%c1H6m$_NQrC!~&O87L$XS_$06T{<>Ul|hwz{24JWrb1aj9#0R*7ec5qo|Hm% ze;78n?rW)DTUR!P8OzqT0(1l@JkpHX(RS}=q&PvD-nl^fn!yXa0H*+LfL~gk7g<`G0Tp99s|y zFg7MO_IA=ZkO@Qtaz*6o^7r?-AK0~xHr4dpKoA~KE*6eCD0i6Dx3&IUx zVPWF_-^ABc5?(9H&R%`R@pO?}X-Z0xV>hPQ8_FO|P$UqjzGs;ghvy*7*XwHu!LzlR zNBp1=kh`3#yqmgu-=nE@SUx1H=ClhNDlZw&SwI%@a9 z0b7HzY0II}SP2L(plx{gzPopI*G3*A-*^20#p4ZHQ2VmHcs0#2_vo>qdG(*pYej1% z8pav|8bS(ke|JWGEN85CMb84yJ}!@y9}hZ>tc}bgn}Eu$m4afZLY~gzX0jvy71hmH z{iBVTssKk*0V3MVvsq&VjSPAs;`{kPI45F$bm!2v?h)!006i(3->AIX;f8i)s6yK6 zk{=VN(ad)GE5}w6pD5!qYv_jvB%Wt3^(@jXn1y|>+}kiUD3$>x zRfQRh@Q&p;soAM=P=u{mEoNffNTO@*hD8gl5l!P%ppB_Ogt@B^A|ic1F~QL9&fEaM z{&Hz-Xn~&tfbef5?*f;Ad6k;b1detGey*}dh9Oq}^XI0|Mtps2WAtnd^Obkl_qA_o z-qUQu*%t4%+dM?a7{&?)jPgK-p5()pC={*^;3}rRwii!L{uy{320t0`Q{a0f4xztb` ziKI>rFz?3?LY>GNy~b$w7v`DRvqMNymyQ}Ujd5Gg=h}&MhvY)}NaCeweb=JQ#1+kOJASTb1CUiyA`8QP_B8al{1;r6I6 z)0whby*-*sf#%Qbeg)sT^{j@Tl~yAv<~ghvAW#HJS#;5I+8)g2E$dkVtUhKV)-c)1 zh(nUND`$s-%b-c;RWCgKV}K+AVK61-+pQP{$|(Ty2PAc$r`RMPHD)S_5CE=tr>5AU z!}50G>cUyR#Tpa7jxg%!<<(%t@KPOqa4LL|7Yyx>T>~5%N47r2>?@vdvlDQohNof= zU^=|c533Jjr1jR9VzT&$jYZdC?9`u_L*e-J7PC6aL`#lT2RSRPWsIT)BBEIi&IQm7 za3MV|5!piq6;wl`xbp^I>ohb>!03Us9sPtJf(=Wy5r$4V_=>n=C_WXCK%Gf$#Z+z% zY}>`bNdzkZ#OtW0%)`;t*MIi3z*x}%oZwScXJByx>ANzQURKVIs^9=?$(@*jZ0X>box>+0Kw=o`Jzqf$XwoA(0%`YAZLHNVHjga<1Av zTbHmBj5ERry|<8l3vK=@`H5G0Be4BKT<71g2q5aXixYtUa{Xq*Pi2SAV9h51_8tJL zILonbD;T0tE1DjAZtvr|0)v?rA&K99t$s_E|C%sy6im9N_m8z$q~QGMOzuwJ_#^!S z=Lm0cKcxEZvlp)|pto^n?&R&E>b7f(jR-X4>0g@=lNPo+wSTtG2)Bm*W|N1%V^v8n z`s!KcU4RIY(flndJmdg@q+V|W+)ewCXiP1b?0mm9tRuAEca8V1qnJ%LE5Cmb;RR;! zUy$JiBctav0u0xE=R=%z=5@0SnTNcDvg2cT<_hg4a>b(T?tX3sIl^sB9>+2a_B>>{ zc^Y3;Tto%jgQ;jGYBBeCR!HC59QnvgMDct?@o%1^87u~z%h~Rj@Ek}1x?ub7r(~qx z*)hKqhvqDcd$iaN8!f%->rvdrwh7c2&FB<-&dt;qDuW0=6^@0i@7r}pEXd0Wo5U|&gAWBD^z$k08q@&y(-hH#J=s^P@u^Nf(^tU0yP;LaYeB5!}?>`E9 z7$;ZP&FL4%ttEpV}8vkarNGkT35Y(I6pL0&^0DmO!n(bvn;d7=ZwaY1O+V3jIuvjUh(~e`B z3MXvC4_&<@ALtI~J1=`bD2h)Q7t#t5Nay@-?@LrC3+~f6rGqVes!K;lH+bKcWz+w*^p|bPJ7ophrnjA@Q)C^wn?Z_h8o`71rC@fdlhRjQzDG*P8sfXYuW$m z(~nJ>Y4>RWtwQ?@E`D~Rg7Hav1P=Bw?J)&4k!Os|b*q=$2>cFziL;W%5^(E3Wl<=| z-J8-y)L!w7#ymRU-SJFuvh5u{ZD#-Ka1+bB9$5C@)?Wrc%dhqZA_nc0wqRdn2)bP9 zaS{~qcwq;ok0!rJ2`t8rW;#Z+PlF?RX=%?hGE<4Gw~h_r?gs}DZ*@X>QkAr4iiUqWib49w-LHhe=(xykV93NFL!R*SWIF=p zrBhw7veX11ne|k`bt(Hib(JVnTE*D|Z3%E>qt0OF8^Kya<^kg67mzna@dc>Hn9@Lc zQhG-vdPTkg~EpFCSZslT4uaK_yN#OAXH&sF0}wFU!tH-PdgJsw4gTV258|ek{qTAXCySm z1Z}cmiollI0Sr&L0bVZm{i4-CVE{YPDwh%@1@K%#3q43IP$xh6 zI-r5DRK!u+Zfc(CXs~RamI?x{#ZlZ^-_Mw-`bUroLXHW((tydPg4<4okVr6t@M!{( z82pRszi@>};U~i82qWMBBjT=fh?bN~(iTxgFm}U^l{L0AITOdJB544r+#s(4^MpB( z5_LSF0W|Ad;r4(BN?hnUO8kkB*bgt+UtTaI{WC+Fs9zb*>{>7g56)3sWOqSclNJXp z)x^V+6x=2ZG6GKWN0fwnm9KcVqHoN4PmBN=?#S18f#X>z(6{DAp7}hr&8(n8KakQ$ z&HPy{o$Z6zN7@NKNZnhwDFk;`6Aj4$^l#_c++t6_FZy9`mxxQ#sy|V0N$##b9sF{{9bodn6vl`n-RQgmpi!pQj(U6WtmPySuwzfd5Qv z#RK~NKeIjR?Eych{U2+;Jid=JE3a$y4hBSOPx{G{5q=2POy|XA%8M^g57`d>&jrrD zU4GBm{k;0%z{+xouY z9&UZ9^fB06_a~T;-@E&hXT&u?J7e9?-L;2?p#JaS%f)-Q2B7oj`t8y7%S%5|LQ^3n z3@e9WWnigv7GbGW0cfcdgKCL9hEF9Rb;^^Q>)5sOhfQzjo}!BhxGKO0%Kk4uZHBV3 z^31p;xkJQf1Pji{%inKX?AY4a4m<2vl;{rJpcx2%EGfoFIl{oZrmt8a`58c**ml2lFatZW6+M-BH{ssImw(58*F0-p$i+T>=A{mL)#V`q+& zv)%Kf>s7KKp~7b<1(p0&D_NjZAGQ+9h0vuku!~IDQrvM2%$1{ZdSd=)tWe~w2>Kyt zpe>D~iw?&2h4SL7 zz&A7*k36P7GA9P0Emoi=_62Q2_s+$_9OlY%Hd|E%o|_b6db8|eb~1Jm4wow8n;rS? zfJcWE@$z$-a6J1-e>VWg{U*CONqd*RNof)&^?A74)46f6J3FuJR!}Zil$*EtR*T~; zQ{x=PkagxKluA)0$2LBVY7UX995GD%t~mg9)&? zF+Hxhr@K`a7cD2h<=3yE9@y=TV|{~0igdbZ5COnzUiW5cZ(`3ih(siBzq&V_$f32CLs)^9Fr`zB-LI+&Ph-K5Q2Vt zW6qk!VFvC)94590myR-<=wO=p%+sQ_zF?k%7fUPSz=FrARNF9jR7^>ITC|6!@z9R1v4g+ z;~E}bLNg**j>QwaJlr>8PlI*{cBl+;ZGfWuKqxGLTF(e8|c(T3ghuyMQFn-X373U7QEA;HIoNl-{te$2uUTJ4O zRBHl;|6Dz1BMdzhjVvc}VL9qfca5i~o#DE9p@v86lkE98{0k}uJypzM%|K- z<;6&PcDPcLS?tBOfnH7%UjQUEa}X_)Z#Dt-5;$Ax=~17boVUB%{@(XTTiI*B_rurK z@$KQ1a}F!9h>Z0=rz_o;Y8sB9rz?r8Oav0zxlN0;RCd`^=jHevwOnzz_9v3C!=03# z9HuF889rvHGyDevb`J-cidFASd9-11cte&Q=K}wBtCAi2YZdd}z%(8w!jWnOz+V9p zgcYbUJe~p}X*{ik5E8%NC*_KaPqZ8{gndT1{==?<-V(Cg`xZ31kJYXFg6~U*V z4ppK?=A`JjPhcDu2@lK{NQTD62vC5ta*@+%);sK2IX;}!$+xK`{&ab(L%GuBMG)IY zDxm)vSNAQii9qHp^a3ssP8I7y7R*>o4H&_|pf(dH1Xz=09CEDLn$5tg3zozCxUn2? zHN^`MU?SVA6!N~-sKuae?Zlu7MQV^l;>B^!{0`ZF2S|#Ai?jX9Kb;!)03;+XD5*S= zMUdp-iQr08YK|5i|Lp`KA>} zO^ag0b<<*mJVY;*TrNqC8u=K4Z#v&X(2OQ!N{}+!hbC~@dfs_af%gmP7j zaMyW6#(32v-ZRR~sb0ae(~K!UuCwwC9o>_wgo~>Hf^S`y!ePj7OP9{{VE?Yp?Xh70 zfzH1c>g9QJ^TPk_JECcIp(?^rEYGIjF2}p&J_}C9Xgb9(Ctzo|eoxNS%e`IK0`e(= zzL2Hh1tJKpqSwg>iKstw@*xM`ITwFkv@K*ZfJYM!$c;%E4g{_3IkQ=`@;`USSCz0e zA&cX8aoq0sLeqHa1$;aFf0wcWPl||&0tM=;n~&oYu8XQj_}O`dR?9ZNS3)MzY&$`F zTt0-AC=+=b0F0C1|C+&N!x5jt4YF>=f+~wx1n|shD8^>^*)aYr@yGD4qWy;)=yI&U z#{CnNv%WGjkfUbNATd)I;8=E58Rj4(*&ovvAxe#b9JVdOYI6Spxwvu5;3HY~WA@adrf zylFDZPN~D_8Q4BaS8V4+7YqY7Gm8d+*qP6}i4;V+}iG-KcB; zvazgb{1srD59OA#+*aT2uKaZ=A)k~uGT}G}gaWccSJ!!EbtF-FsC3Q@ z8*Pg;D{+ENTsKr9I{dr*{XS1l{0wl>RHKz4PUs~tHQQsV=;l#V`rS0u~}34w@WKWbBQaVr^O z$V%(01Gv%-RH{YcZD@>lA~kG&M-+{lEAnK^; zMW1LceHEK!KLC$N1Pyf{lhX=BNcE5oG|V;q{zzR)i9-o8Hj)-8Ww2bSb+DY;L@ik8 zHv=G9IIpdyk~E~U2$s>PZqv|B|FRw|^z{i~eGf3_B)NvFj5;q5uCw{hr)G3g!_BLW zGBYDVxw$|smMadI$2DcSZkcRZq7m`P1Hg07s(?Ht1BMsH+|}|F86C>fIhJ$;@;JW4 z;u1fG;-8mS2!EddJ9pH9KcPnFiF13u4=>lUa2W{jnZU?DO*^z3uN7JGpbBS_@hweD z@jT6pQvs^4$prSauz|_Inv1U$qnywoK|Lt$P+&pKO9+7nvUT_%0>yX}TVTFoqqdBi1L*p7@o_q$uLOw??gHg|V|qX|taW-=1pExbIzZ&?6PRAr~$zz`bueOsGj0IRcLF-%&hjLB>PbkVJlJkq_U6yhW(d%4?%4Izi&%;T!FZ}76ZYqDaF3_ z(c62hrt6Ty%sJnf(XP)#5(Tsn71NajnMPy?h7vMC(nbn6Z!s=*B9cv0WG*OH>^&Lb zsSr%(i4aX;eo*<*(3EP^0R~Wo(aa+;Lx5Or56ST8L^#2EHIQ|hNohb49&PWvQea+< zsWBNOl+Dtnu$m8hQ#$NLY`%+dFEo{0N!~h|s){5#=CaS2*PSA$5Gz5+fy^guwR7>I zZj;6h-9K6TRLGwRKPb`=$)i9emiOjmB!UFsbB(f@l!vPDD5ji7yhb<)iZ5q7KERz~ z9oAC>egZq@Gme#GV5G9k!1Saf^6z*idQ9hmQD7hfYwbgPFgtbt>A2Qk%#9{;#Mrh`~`B$xeW;t`xgF{<;b#50j#0~1u`dlunL zx_MM9R~7nRB-C4R*Oy`;vf>NNBmi=Fk!jX^I-D#B(eMx5MW>8ZTz9rqKn!jDJ$U~g zh4CMm1}U8sLugp7z>;l^)GQQTz_HBuA6sM5U`&eB>`D2W3od)-zUuwAVf4~O^2Wcw z(O|)`IfQ7rq8#xf_AEF~OJH45LM$mGS+_f%Dls# zg>pC=$@uxodul(^qp2lvH0a}KT2z#gp;)7as^}x#L}EF%th3TkqjWJ$1+6*T>i zxy*zD#RqAzfico%QGaR%A^?x?B+!CRFQuTyXt9jPs>pnaE}sInDhpb@p_x)mRMrAP zvxc&UGNqMxMD}6If+-}R!XgHQ_kB5O5*A~RCNN~r!(lksVbD>d@J1=_w7;2(;29I; zl~+*KFO}Hh%+8ecZ7~+7@OeKt+~4xBTYQ-tx<={=Qk<<^T*?kz8z2gc0J0?1LS1h~ zv%JJRR|K3F^OT|A9HVZQT_8ZcbO=oM#~47~6+0^M{XHu1Q~ZsmDai*B_c{ysdB4~N ze5j0WZ~!Ag7hUW58&j=q21w8m{hdAQjJtgzVD z*BNw&X2UXMxj~@t17e(hm!(o#!&1yWC4^^ak69W6ZG_$o)-N&({}yfEyMIGh6nxhKWg2JjZdNLsx<(QeFvcbczf7TLmlA6$Vg~R0;IO37FHq20tA{oj+mS>#7M^ z5%Df9Uq0%nUI9obiU4@(!saAy-3czL?0?&{M!r7ZfF2CL7aTac{PBZ`dx5~H77W=K zWgf`I-fMyRynccN8V&lICqTJH{#M=_7nW84`6j(>3K^ydxF?Fs zr9GseaQ@&z1gO6&oFj^kA&TDq;e7`c{x<04ReMM6`xZ^4KwM0Wgez45QP58MCQ{5T zC{xhpZ5ev*8~R<_T8gHu_q^pUfp_4Sjcc)12D<6O+$uA8;Dvu~mfg;jwp+`Rq98G| zFKNY=RIfElFmfzuJOsx^2YYv+TC38lpaB14mFHlQ3*bo2`O*Kn#Hgsf5f@;NgK)3y z>A~T9%6LKl;awI`I3mP0Ktk|i3H=-cDzvmP_N5kR9(?&?+0hXMnE2-lJa*+P$r9VG z&^;TR@e7+R#(jO8J$d%(o|@bF9qIL|!WP>;w)?McPt%u{!(mXBz}X%M{Q6!p#dwf0 z9N9cA1u(^S!1_*ncJaJe+rZIygQ>dmS5fVb5k+Z*y7bKk*$qx0S&@S{B$Y z4(8X!dOxff+IQ+JRGoBiff|@=>GNP-cAjH4c$=M6=-c>3*3FsUWBb+Kgs@a>U+}y} zMgMU1$Mnp%a+db$-B~ZL)u+K{&c5m*j>lh*08;edRe##~@6X}JdA`(zt6$#bL2GcI zluwS6H5d%KY-Ywh%cu|;6lnRobfge3j640{^-5>gKSr0m?T9GaA`gRRxLEa{;O{@= z1y(Jsde2J}N;GJE3H5$=6b|T&8lwjKAqOM{JdluZV1%SUFcdhqte4;osi%hs5 z00uOIEEeyYHi(&DZ;a~txpr>cZ&OO1X8WHm3M68;Z3Sbw6mEwh9_K7F;bG)#IxLUD zkvR)Fcr+W|s5=<@bW3Xf)YPtK*>aQf|EZx_t{IJ^F1C%KA~c!jxJW5YP0GE2P`AIU z0r3KM6>b_^;DC)pYNuSTFFcpvDjn{WRa#)}F42Z6V%j#v0O5a6DxDpF?2@}$v6M2k z_RnEy!BEarQL=F@PILGT#mFi5!%~NI%YD#5oo5F!W?`k>r_;(x0$o!s#2@drra zTu~_%SO63igz5irNUnPze}I9RQUl`uK}jV0AT7WkOziQqYfYC1S*6vwl&G z@y5ohL|~51=AcUe^pK6^h2EC&(w#6)lM}jfsA8q@X1h}-*_`C7;(YDpgS*JZ<$?>P z$Lmkf4iYfS34Jmc-!k3bIgElxgwR!{{PC35p|oS_RHvx?pNuZq$i<>UP@0M!DgIqx z;o=6El1l?Uz}skFbmuj!x5?h4?=J#4)^XYxba$Ul?`OdoY^ED8|M#2tw<1JQpsWB+ zE)K^3A3!ViayL*lUHOIsJpdQ3i2SwMF+#Z-!KUVRzixc0jt_4li}p8fI#F!qtY>^RRj&phy+>`a3_dib(gL&?9ffZ*EqUtRN=NL5fsQ>fSW>2=E=HqH7-L^Bw{+Hi^ohT6 z%<9+l`OrSM_*q}MPK55qaisW1Y`xN+C^M(=S(9Eo)>H;_@VSmdQcGuao9@TTt>dLE z@8UO&gX8C!qz1-{#tyIM z;g<2(1HofOr@?D$muZxSRwKdCi6aVWxBHh%td8QsI$exDs!ON0;VLDv1i0V(!O$uL z=47KLq@rRa!3^POBcr4eFynxP0gYmDvLUG9zl9~kupyQz`X0m-6y`oAPRFlHQEk|T zqoF6HPzQq=BLI^T6O&QVKfUo8ByjpT>3FC+8p(IQfN6O-`AL)!lVAp^=$LUy;`ToX zW`7zyz6Rc*-(yYWt~i38Hu8qQG?e3cl?0&Q>QkzXFV-PaQsHfWZ4R+F(%H~#jn}VobZ$hc@OI@=fCOd&RINutl(Cu!TPHS_AN`c`v|Mz*a<8NLTbV8S3@S zKrKe=Y9g5tO%a&1ZVoh zKqDdjm;jXSw{iWp#EZfmp{)NB5}pw4ylw|X9thtr26+g>Jq~XRNpS(j4(lkNDeoxyrVr%wT0o=-fs<9gON=x)p7w%*aW4zM<=|FcHOG?PZNoPoSY6&zfs>FU` z)G=TeoO%z({i*56^0(SM^650agZaK1u_^4JPh@+erHe?gG_vig zlmKUlS~>}axB1>reu0Mf^`CQ&NAVLa1m_U0S#R&B^zuOTxD3qP9&W2Ata(}9vy*(E zpp^ATW2kIdI=(9sp934dqI=(+PK0nhm7AP>l=O)ez%-l&@^iS>zHU>BR z4{FmIm|SIPT783vWU>9Rzy!j40J~>=)?0{-Fffo;(sKi0bDfj>*8HIRR5fRSyo(;&^}AGr%0~nRv6VF58W>&hTh+n>e*vr4UNWMIr`tMBkZP z+gNhXkkpYyeXeJIRP_CvJFj(nC47}?{ZcZ`oKS@ja%}FE=bzfd1cU{ZH#^JvJUm`9 z^2XsazOB#^jv`m9$vu?I%PKg|)}|6SK^9e2G&ZzW4~3v`Cn`aS_sP6vbig4!8pAGv zYDP^*)Y5R{>^z z;~gb@^Rqvn;6O@HF7)=axUd=fEEIjXAXF{Q;*)gH6p)ehdGNp&d9n@=^_iL4hH}-3 z^@CbDDRBCv0qSd8DsNc#17LF&i4eY8NFkt+L7xn&c_K-S6Eb%Ai-{ve=Y&p+>wQ&< z{rwaOGMN$7(*lSCIab*w=q(P>G6rl_UD-EpVnRkznVqrRmr7$#4yq6NL+Qm3#<6_| z!=hpe0y)~=v5^R(#V#gRJ{Abx6evVu4=8c?nA72lGzr)>uoDzf3lQ{2R9^8o(W#PB zDSknwV*>fM>HRry+&fP6uoD)G80`3oCQF<*^5tevGaLRi9A}6+(n@j@5)CKJ!vYKE zYcLSCcG1}2b<6}$x&(6c_V~E_rl{YDj>Q|athaJ_x98+s2*9UU4Nql1SH}(hqOh6P z=CK%qMYP&O^iT-M0hqLA3k5jimBcL_*tr?uM7F(pPW7wY?n#v%`vpSeGqQq3m*!(V zQ@AQ}qW>heGF2SGz`N!kW++_stQ}c{oZH8MOR?I_q$kwzd%a~mp6-d+9gI0WdSO2Z zb4@T96M7^fca0ljxb%*JCa%j-PD06B))l*KY@u_;#!^_`0wnPuUa7FWEpcGfs1j9q zlB5=<@3H2ToI3ld>p%=~8^=v5SwA-BEcm^~BgFG4fcb!Ls=K2tF+*}M(Ok2p=M*^mGiej9g1?_B9gv+%}8gjAW+k&GFM8_%7iMF zD(kR#UX@Of0j9~fVO1m-d!%{lMYS|g!g4(QCM;U8?(CX2ijb}>k*(~q)_rKFeL!Bt zC?`gk`sBYP&ncVbY*E+xty(qXu-aeYXFUpNG&~c(aQR7i)tuL?mp2bxZZyZy)3H5C zG!Y--$S=6V;}BBp)$0TTk3_y^wL9nXdGN?Py+LLz08Hy+4xOsva&>`T)mRE&o~(cp zmJ;-tM1(5-hygkRZ>A)rY@Xj7QPIP{(3~*Sz~~t>s>IlSENaQ}xFQT8;m_{jq&~?% z8H+^dqkP>z%&o|j(gT~hwPsWkgzeok{gZZ#*w-uGVRm6!_hw={pHtl1F0$0V5uqIk z6dsPu047D|(1J!PJjr%iYTPz~VizStqjFx3$V2flr`Hsnf!|sq&+K_okrp$hc*nS* z`>qj{4GW9RAs}(uru1Tteo{E1!bujU%A)rzYr)fXC<(vOB(|5)PlyCPS%ZHi5iQa@ zm~t(IAf>i(Sxp+{VVLA{%Y%BIX5RG6v?q(g0m$+a%Fr*&hxhs!1H1~2Rv-f>>uwAt znNA|IGiUoc>wa7&H4>dTl=Q_fx~dkYYW$_-zz{*# zgd@xFN!~#M)gl6qPfl{+l&6xAQ7DL2Xh2kF$pM0#?ql)z9WJDhMp>zPMIy4#(Mdgp zU~LSKbIrO2KOD?aQgA1Fq36TValwWY3-CAfxMJ=?Xq-^T|3iaRCivAs&n>BsTF@F7 zBbyx{!OP(9c%uKq6!iW9oRh%XxF9J7FU|sAvac`|@^m`yF7S)br`~LuoEPZ9fs#Ps zPXYI9fbRn&!f)STjZCfdgoO0;1m$!sZEYxp@5fx3AR0Z3c6`x*1gD1iLb zxTGA7j6Ir1pS2@bcs3(W05c9eIO|k|eoC5$dxENZ_43!ZE2|>XhAxWk3~O?|J!9A+ zU;6wlFMB8YR+9GLB;@kNAkk%KsE=3XXl0QJa#xEj9P-x?4Y3kD%GSlRlK$!jX-TK3Jy*(f7%H7k31#`AJpHt5Vi-uIRQy>D%NLEM z%9=6u_YMNDD`FyY=rFs>%YOTUgV=%Wo53F^Q+mOTfq5=8c?4ohEY8s3QzD4B1;-MY zHp^1*FhIz~EmnAe8D7qL_3gwaZPT#Db|Fe)uyW}L3jl)5&A;A|d=nBFHB_4tXs>i}w}BFKp?r?@#8pv#Vp;%(5^cjmf7l+Gfx@*^~iC)&My z_)~Gv9wwruO+jJq8ws9^^{JO!r#bzdqw&J02}{8vh}p|v6dYIQ`AAV82w$PWWORzr zwqBaAZ=BDdj+Q+<1mwNgwt}8r+G06HnBjMn?nNM!IUE;mDzzxNE&$8esSSJjiy+p% zqkS^NF85h+J!jHLN+cO_vB` z^Mk<8KOC{ILQsN66^mNW1l?K%39&qUhx7do{Tz+yju-2gAOXGi%-5+XJhtQn(kQrn zUoX`0iVe_Cx=&^G;oIE==(n=!joEP!j&{lcAdgnvUc?0GJcP5P<{sDXGY-IN550%q z_zf%;iUF$0RjXJoCSA~E+~I$iwdq1A;)3lLHPyOL7Nr`^BSIK}*kU$AmS)Tfi-Ul; zqauYbluPE~paEXCIA!qE!hSf76I4V!17_58B8{)dIPfMw%f|c1TUSXdK=mAX;N9X; zZ+y$2yD9Nh`|AGxes(05{PGK18nMsp_4AI8^f%7en=xHU`oiQC`AI|cNPJ{Wsdyse zKF+y+7|*ir^GL0mJl7XP_EQ5g`uP4_zL1|xp$Rq=vvS^d7?{D#V5|$Q#RNz z$mn!xPyys}3NY9;aS1+nd!^Beu;}kr*=iDI>cpEQv2w#-x5f<~c{zlBflqbtxWPw*iKBS=d+1%Qx8O#)9CT+^kA3pi3 zQYnV`gt><~!pi26>#pDf-=Fg)X}73+axX~8G=TT8c!WMvXaA~JKhQT&KVL3KZJ`KN ze@gb`Ib0-2%O+hxHXoM+-0)JEQLBd|9??)T!J{Ad6C$g|vRHyNq3*X#-5X%FGk;~o zbT@9(6ne6^r^C3v)KdBooz`P8A|1lD8c2;>0~$l;honx1yJ}Jlx@@Z}x|Oil@-=Gb zN&sODI`ZCZ;|X?4x;=k!vNV-VUfw4L1hTK6)3uE~fOP{iBTRKzra-LmD-Z zoGqtLN)m?!sm~2xx`uOSvX<3OrD_ac&whsHUgHUH^$C(Yjj8h?!-cBq&hT7B8UgL~ zJaD#9KWaS9?=>z?GJZ8(@hg_ppy*k>e{Q_%v4{H?%DiGPL%am z3|}mNIrQVLHJfYHUjI~7)4Ees9@LzlrnP$3JSV)rOeZZH)56=GxfpfPGZE()R3fNv zfFryI_h-wUikHrEoI3pEp!;OaBmt;p;KYf?pP=nx3J{Smv=rxr;NBBpRVLv`_OJXB zvt$gD=4oW51=da96AoC^d?Ilk)w!6TwhlL)r@bgFM~OZX6sNV8w`*1F5&b4K`S)ES z)82R=7Z`^I3LR182f5mS6vV!AMP>^;lB7hHsZP_ES^jWXUF#z&^&k*>#Q?A-BX@lr z(`08L32O%mEz`0?DWV2MIOwt)e4HFyJ)`Diwb{63&Y2=OQw~l^5U2MF{)T-cJoWbM z;rL~Ztp5Be=)LazfcpFh+wA_~-#>*edB`yUjC4DaM%z5jb1{gG+O9RowkIP!G1^&h zn7m0vNqn9%rpIi&WR7{Ur2*c;CEQFk%GWJzpmx&QqBt2NLW8?F3JMn&SFh6~W3Fb! zm{4|B{a9a7eB`#XJP-uv`)pr;KNh3h$MK+a5FYPG>`^&mrC%)=UlJ44?pP0L5|@P4 zDo8M#D5r#p_rAOzR{5EGL-Y14A1k7?Hl0EQ$tpg1!V%UGv~XnkRRC14d+(p`O?%Zf zcKcK0U}2fv!S@V~9fQ}1t}DwjztSwRv?WhZne-g2gJNWkUb3nB^);Y33e0LJBPP?N zJ{ZD%^h6fxrx&o~&`hgLH!yE2!Fh@T$@mV<@@ zKY&1mFRyK&bM+*YxpbijL$sfL+YKpbj1s{w!zqAd0Toc>Px8)*g?=3M;^lXo=}gPb zK$SIoev8tawulJ<%E2WNZ8mdP!A-3_^E(?%gR+?Rcc*e(dd1`^jjlc=d&k0DRj>&W zO?3m1#^dGQC^NN4de3_WQ`MT-tFqbBf>L}3Rlhk1+klN;#5EIR2I=+HgZ! zlhSIBQ7phQ$=}Z6JVb(eK7RUt`!{hXj?*Ag3l%GK#C_ah@#0uKgBC8>dH#_Z`zt17 z)I8#Weelf5b5eYVyBdthbWD%LdGc%#dthU%`1yrxjMRD4V512UFU>mNOnPQxsgW=B z+XY>NM4ra6nWer_M@|Wn%{DjZ9WULqB6~VA_E`W;nKkQb>$T09HodM>VU9XhqAZes z!2n6@3+~W9;B$CY^PeRPpN9xqOv&+^hJ_L?PDUySgK11st#sVU3XvO|i}LJEyql|) z?|t#jBCzgap!jBfFI3RhRNFLl-P#4Ba@QM@n@cGb4HtD)Lt_7}n!B^#vTRj^8f}bJ z8XRy|bm5NLE5bc~Qdwzj(_sMb3^}WGUuhQ6yDCc`w5(S-TSBanR-jp#plavmZ|A(>q%b48PU=vPh)V-A56A+U$*YQ~J17dgOSIh3#rv0VuvUG&KY ztPlNIvMJNoL?9X`!}#mMA94)Fh|XSo@D;G4T)2)bY7fE6^h0`pw9UutAuj*bWcR?L#0(M9Z1J>HK*DY%qu6PcLiu2L+gg z;j}QSWnq#sTM>O7o(_$8PLHry&D4Ha!8Rk>9LX$a9Nx6zJtwqT|CkXpT`{MPtr%bi z`!+B5NkkByi|cOF-|2#l*W{w>Cdy86{gW8`OBTWXk9X_%k&U&`UmtIO)wP8eMIzMu zMi;Fm;mg04LwU2a+Z|rsden-zFfqv4Tx)_DjonYB+}fJ~UW*)Ja;M6*>=saKja~<$ z^_}Y<9dVa1kW`)K-zVni5nyu9XrBNA{SKi_$h)PrUothw{a6v=h2{cU-gjz3U^WU; z@&!(2w>Ex^T-%U4m$X$76~*M9$ncY>ccA-eLvP5A^MYigD>{YH>&Y0|Wbsq+Z%T{R z&pQ-hRHD0s>5!hDL(-UNhesFALSm*VW75{v)SHMlcG*F>Lx%mO5vU6C9|!=xhgL#f z_GUhhU8PzLn$qY2n>dhW&MQGo_|6G_du|oL{#uUl9GESNK2E#p-B(f2tH+IL7NRkF zJE?Iq1Zl5H)udMFk?(8B*Y0g4>w35#{ry)e(s0~B(c65b-}4SlSzCNiNcpcM?@!{P%*k>~B7tJEibk-$V8ehs;5TG;>dmcGH^9njdsKuKnK=zNxl3jOLb( zhFp%z%Zk)H70IKhjwmUTGL_a}w%)&}TVPQP>N!1=xV0%}hY(flw^#u2#gCrX)_hGK zve&_`NF^a~NXeIMJlc726-eHqXH;5D+T6_U&@nrI=@l&mp`UM?A*|E4)UIVc$GTvcneM{ zTHIe?P*W_k0!b+EHGPY3ZoddOKiPYmNv2GkS#fO5%)jnRaQ=nM`clFvQ~xn zUrrTE=Z9J#Hn(&6?PjY#W*yjp2FfSq_PUK`Ee|DC>Y%f#a?$*AR`{|l7_*9YqBg$% zwIka|M?~id&!6}z2|OczeAV#j;w^3P`D>^vlFG`+D4@PM(a@YzpM$Y@3wz}JW^A{@ zGgT*yPuhD(bz}ncdVV{Vc3*!#q}r&psMpBu29|f(-n&SVn5blC?!P2bN^k z7M@-To8GA96NP&O>)d?D(!2{3w#2E-xuzIV)GdV^OBl7%vJNII%gW1ZkoUrJDIP>w zII4BPt&C!aX1ICIE*kU%S(F?#x_nH*7?o(ygj zhHes;%V*uC<0&^Z^WqCcOXE%LzBU0J{Lha<9VgX^x!(Z6^AO?EX=7Kn0>)iL!3nZkZwks&|`2Y2uk$9A-7>LDy7h)}> zc5-3Adsb7gbLqM_SP0Q`H?bCWcsrLhdiwA6T!Ms!!On4Z&jNc%y`U#;<5irlj*_K` zsCxkZ3S1f#F6I#o8wJTliy&B70lJZ6mx<@C)b%zOg01PkeX^)6tQz&qSQ*f z-Z?G{`}^6CVgMQLU7_bDny^TnqaQ^+)E9o*?fdtq~ z-ha}8*nV^6-TkIJ!}<0-T)4p{yK1wEwrvM7Rtu}w$W>VMR*8GB`N_g&w-bax|F6rw zVh*!VEeSpYnNdF6jzD=i8zfF9&h-vnf=EAv(OX#3m3ZQn+D?+-C-MFo?yJB)i1o(p_Ekd&wsRD`#h=e zs&(Es{r=TDS62BU$!kb4cZ!O4EMsi(jt>v{-wz zT7fu;IBCF^OrI4c0tU_q8Z5EFs^*H6M}5z`em1_Yt)3Is5w5or9_j*zmsN0$?@*X^&zhr*q5_Z`PFK&09T?jjq+QMMXf(p7? zy+IQ@kot7&KS3j*T3x0eU|BM-fi_qA$ivYDfmnGU4dvbE_k zdltfsc@x8Pk(Ft2-a6`eeKmdN{XIvAQH3%c+2tPdb22GWu-dx6z5r;3uwAOG1#On! zS(hHX>+@d5rD91|SkQb{S8iN#Ou24hz?W-!A;&-#-xWAww2 z7_)YwqkDSyubPmP?;)`mIfR|w%^;+?Y^UWJ!-2nFHdd?|1zCg1PKeQWmr?n|aXAdI zfVb-1QBm@q#W5LMR0Zr;rzME?vBNal9bJhn%IEdsV?6fsAACWHL2R}@vwK~zL;8lr z+}SLnw=x8vQ|Id>RE&@NPwiYkawIho>RrnqRr$X*D;tiyvC$hX=4gd`V)x4|_OHIm z&Xf?&Xdr7SZ&Yati6~!xYU1UzlJYyzIKl~!J*#Vd9TnADH30D5#<9 zHL>qqk}0jyJOE@iC3?J>KGJol84;ksWzA>MOjO7wAsa?B+gf0Hx1Kuksj2=d zxn}XOs1NLRr(t}*UNL&UNc|xm?Qrb5KF1E+yTnEwA#P5`H!4!R7<2xG^WDcPe0_{J zNKxlumI;=wQYLVio|p=gOTs=xilMigh6{FMF!5^}s{?p~?2)zPS{Aw~q7f+nD654u z@a@Wlk=bn?t`~HLC%!!#kJggX=-R6zFs9pFM;v!#K$HQc7El*+c9OnWMhLTAe+IMfA{UJr9yGRnuyOF(sRj?pC>=1F8_DQ$m5fSyM`q`y1QdZZtMd z6=1~8IypP#*4a(DK06$L4G9+Xu0RiqZGnhw0*9?5a5}L^tt|=F@pk$Hw1{8(`oE}6 zs{9@ZIe?Yrzk;507v=0L1koV&_5;`5q`;Z?2LJ%i zSz=umV$VJn^Bv+poV%DGHTYtm1n(V>g>6l`sGr?{;El+}-WJ`WCW{TPteex{yA{L{ z4A)ge31i@P2J&1bG?PcdnUNu@8eFTF-p1e?0s3+-PaGrWq#G|WeIC4 zmHM5lg)#T(+8>(%nVHmgee`4H>STF}%5h~oj5>16!ze5DI%Shm135ha_gY=~h*NY3 zsv8KyIQbt9lg{Aw9~A7RP}{w%RkK94t4j5<`HX0|jXI@TRCZ>IQE`CWM}_bJ4g1sh z`k3Xbjuq@fJLw9}WBf=QSFb4H;2YU9Tb9;-RLX9?82jYSoDoB2qobR4UF3K;8O2zf z17Y+7xz97z^&uVZiBpoqwB!=!;7(skbQZm#adqLRlMov$`?D)HuIE+?OJAfX0W(gH zr!=ED)@!b3Eg`XNkfc6%G-pZu)#vOVmPb(a`5S><+hz9uThX-x5V%yDC{QW@D+fFK zfALeA-X1DyEdr%fXMYWW*%HoWl|z+;kV*2O?p1{ZMdRJA=am=OS>>b&Y!@{ax)PJ! zH;QhG6n;lO3VXny)d%`Bpkb#u-VWp6vF%2&xL@-dwoYwR94Ym-Kg@RTO3kcudEYeq zSzqnySzpbmIsur)7G2IWQuTD+CuCyzKlVH5VrAMmV9_{M^na|o9ML-cjW8E33rO9V zVzZNI-@VlC1xCrfG73CiWJzC&1`pahtwGvV5aTzCrrlK#$(2~yayoLo!ZJkYiqw@E zRMJ%mii@eKaF6l_R4LF4wT7lXoRAgzhjsDf>MAV&_wZ zQ<=wBE@rhDo!@22)+S<3*)FB(>REKD|0+GymNh!RD^~1OWY}6a#FWwB$WkkoO$=Ii z709Mn;sSKE>1dM18`aju#HdXz_u(xa4p2etns1;emyQq3D^({@l4%+A6D=$wQDUzq zP{a!I6#*5jZwoe04z<6_@$alZ*xPk7ygPj*px)}`%EwcwoJ?WT#VN>Iq|k9fSQ)f` zsZcN7+qm|q6Vs4$hNTxXH-|n>NH*3<7XF%(%vB~7ndwn!*w%<(c&BGxou$HWRJ|4O1M%8$X)O&O5Hk)tvE;p-%IU#|2LbAGrxTzmM#RUCmm zyA+$l{CdEPzLt$!HvCI8cgOD!auv&wf`OF0gIeCE+of z;7xt=hH9-4%~9BZ^#va3arZ|lJ+B;_1Q|am9P;IU(nV2u0ZwjTbt$OjGwA!BkQdNI z;0d;U?iM0ktxmbIyuE#OwM{}&L_X1jl|Mgd105?TVh?p&NvT5U)+QIHu4~I0)_>_1 z40o!QMK*M3#>k0hAkVUdV=X4+&^c(B6wVw%33<|%4O~gMFwmb7hqblW{E=nHi_6zj zOxW$OhxGml@5qd*dudG9> z`QSKi>On~F4shFNO-N`R3n&UK%-q$1doYOKPnTmbrXsP|*aHdJL}m;Mss~K#huvTt z4a)9zOnR;d1+{SB4- zcspl7D%vaT<1~$S&^IUDZwq*{dB~pcokRbTiyDOqV`hcDyS1Pl>K*tu=c+aJjx3sG7gC0P%s)vpvgJdaQeqeGie(Y+w4^5SzBlf^HIpdB4L;k!S<&~;dm7(j4&pn>+I?W#~P z8R*q30K}$f{g4U?5nI4*XxayXVDLyDv;3aNW@4(%1O@pEOFBv(RdWH3Z6t0?q)i*s zV2zLSVz)xX5|q-_APuGc6j!LSctzBPIX%0$MM9%SAEJ`@!C<6+T7n(llK@M$H!6`7 z+;tDelZ2oilkDqy4uH)GDWNa$?Dg-AkgC`Kp-0Q4M>+~GgT0A9{`+pKtZmw`4C^Tp zT*ovOW9=TBO=?Y8?VYtIbCKQ99<{zH&G#)?+quKqrxuUl9){Y-EPoXT9Y2yElb!J{ zME|$z{nFK;HtKfm8#f2#D*3A)p$SAxdcC8$qan=?x|$8ZIAD1=SoGyDmj?ogLer~$ z8+CsnQqVO8=1bC6yjxjFtTAEk4k!eyl zPX0QeK}m=c=}|bWoZ~f`ge8rurupDYxO?3OlJ6Asxh~yykjZfE5}1L}HDKd6Q?RU_ zufbe+NAO)?8Q|iFCJ1OB{IsG=fVG(bL;{nlslnO|=7*!}TF%PX5d za}`9~;WwTa{4rlE62&-86@owW2v{iNIz*|+&Gqi~{PN;EIZIM<0jMr1$n-Rc{B9`n z`#vHxR8#`W+?l9JmRGG)YK7@^JX`aY9%zsh+!4Kb<=er6ucvLr_tW3hPp8ynl+1Hu9pnrv0YbCqCq1G^THdfND%aRG$9iOi zUZo~1jOO3pOZImgy6gs1M@ME%syS-na-~h9S%B#|So+gjc(KrefePw`8(CRbIoDIO z9vPtD3#f!)q(H+z!8hnho~(9(kj!}2k<-t`PL$?T(MQ1Xn7s78FNhQ~B9K`DgGaUy zz1s(*{nHojknN;rEs&KR)CdEXoO^(qvC3s2ce(&}so8MMf-Zvct+pBWl*EwOUF|{fy;{Xq9u!L8H$M!uzy`PzFbk8Gfp4KB4FgdNW z>LthI-1KHkc2%ZO?pxGRh(6q?>+Pp!$kLhIx3UXSk;L62r_OEqy#l88EW1waQwJ{H zV!uzp%fI%kU#-OZE@~jg;Qiy zRp33=6r0R;7xJ8@ngt_wlucBKj_|-RWHM7-&jvyky~0&&h!S!zLnbg-0q-Nw(B%hx zEwxv;zd`(9Yy}WN8geE-&5^5fMFC#DqheE%2Chf~$xC}hzaDxvqOi21r;8y+EcV>$ z%TLnXHJE~QJqq*cv{!nnzp{67VgQoCh60B#lsl?78nq0Rs{eSb9M;DM%kD=(8lE#= zp7P|;cg0SF!O?dJ&(V&-iwus$E@m$#d6F}pBN8f5mg zb_76k8#3lXsA65Q90_&t#6GCfCKfU2}Z&jGiCVi_-q51j;v=-xz-> zh~u!@^p;kgL=fM{2$(0r!XGQbkubwIx`>e{Jh<~J2V{P44Ot9@5HQNfLlRxj$v#Fn zFOaf(ad&xK@H%jsv+`Q8(gXFiB2o7Bi-0C76Fl6i9OM#0rk=mlEtXi~hQVSiM8iPM z@VemYp*nUDPT6J;eV2BLR+_UPi8U0Og|GR0#i5E@0L{AgoXHhfI#gtrgYfEe=mA{E zKhpnr_ARhKqMs0q2QUMQgDB8P_}Ay_gKjtboC^;5w8_OPJqNG;A*h^Z0@Ky8;S<{*R)g2VnLn;fg3j&C@wWGjhs=Af#mBtmdeck=d zp*_skBSm1INdcjy^4<@T(VxZ(Rb9ybFYPOy%V>8Cw;K)KCZ6x6K71VV_>Wj^SW#S7z-qJ@#Y;b0$d-n2*6&Jv#2!{eYC&UC}~@zL%-;sUR6K=Dru4 zJKa}gqiN=&&hFhw*(o^1j`G-(&LSu9Fl5r3 zw~QLJWW6Y~qGi_>>Ke4Lb#~jpEAke!OwE-6$)AMUHNzC~F7KZjI>ekrrvoqe13Wv! zvKJS`wscfATSd2RkL%$oxjr#Tl$2FI%!t;&v4BvLRe6Q@$vrhZpyR$`5#-)sQwkRv zCY&j&*uwdFvzrhCX2Ls!`~W-F{^6rlq662^wup^0+GT$67`{JuyCpMf-PN0!u?y%H zs_U4h0_*>BLP@zksz|@ih_tO4%pRR(>Kw53URYBs^ON#s;jMnD6G~W>D0iw+kq;;J zv;wLME4I&q8Xa)t!XJA>#NqR_I_K=AcsCHu*8>`#kUKtZcw1=YVds4KQ3!ffQ`de$ ztZ7v*q|+jhWMJ!zkD}Ib`sRSs3OVv*ZC=^Av$boJWHXfaFthxVs6pT`f;|y6_bf;$b`2{Wz zc!EKTY#Xx7hP$id5|x$SiN%`apdC)0uFT+N7WxN{9h}f2|sIDh}fXHhuM#eae`{(nHso1!xHsXj%{Qm~3SYIh!H9tD`Y!|Uxcqd`JFLs#UrIdqkp2%~CEB2|Xa8|nS! zHx3W|^GsT^^(?x+<)$tkH!iTB&+jG)R6p~AjDOqSrFWb7iw#Q@G03FRnJP#|#efIx z@N!H;690GUvSnicc*U3E#pj$GD?`#>CZwE0CeB~r4f%UzF8Y7}g!&$~;U5Af+I}-H zHE(3jYcJc^64zWBE84-}F|naPVo0DjPwXYP^!##&Xb-0rn3yOSEIagQ0&;Te@wa@a zlOO3@mK5lBAJs|45>>nk+F85i+xFhBt})yi+)(#o`G6a}%r~?JTLwOz-pYI!x&N(I zU_o-E3-ZOaSs&OjO>n^I6-W)B(Ol6+qPwoyG0i9)pA2l4r9S`L)fvNSMSFLBxhW&5 zDT}d>DUtTq5%iLj;Dd-BBaT;J*Zo2PQkd8p>&L-2d~U%6Q5D#j(dh>}?&@eU@yg|H zp>QvuBj&Hw}D+bih}f(U(TwEJ9G2X`!v_X0mjum6k2Q07Cil+T>#4eQ1zBUaYS3&c3^OK zcL?t8F2UX1-3bnj1(zVf-5r9vy9Emn+}+*zIOlvn-seYGP1o$zwYsNj@9DkPeP4XA z7V^#Em2mr9wcEb)j2hBX_B|Z+AS&eFUpkB>V@5DBD)_I)N%Oz7|z%gN@W%eNtJro z|N9GqvvK}ce+zK2aI*Zr8s_a363oaC~6$ysF=c-q`xI0xzs7zA3(F-DT< z!0yg4gNEdxE%%NX%nccVb;(f)sdG=@` z!_iz`Zg2Hv6WtYi(4BaaaSO}LaeU9x@ejk6Wr|sf!%DV3YVU&O(hlNg|u)>X|`O&zaM$Plav_;WDjwTqgk^yuVnz1P3j z@d}AN@eLj88h%#eKx6;9+@-mM0bpR-DXAJ^oRr50+uVvj*}hh(4#*jo)ivl6NYM<< zGFuZ>%==YnyBzC`yRy}>&$r>9ccL1P-5+B z|nsSu;&1&&*mg%_h%jOtV^5SXEftTG?8kSe;li&2Y|g&KMNyS}Vrn z%~(q}kO-vs+fT?MaQ3INGmLV(Z!f8ucAHEYMW&Suo5vKuT*yDH%{$lMCr|BqjY1FA z$mW$~cK-F!Jq~$l-f(Vz0b(INGTU9>v%-J*U^_2npx0CSPYI?!&tGV)30$4CJ-|?{ zankg)rrdzF^2Gdd_pdX*wsf{1Q;MO-qbj&v+>pA+HXV4GHe2{>D?p8@7a|32qaYBV zK~w6VXC-mZ+o|Xwb5Q!?vV}hvkXx*rSSGEuOkR>L3E_pgzTxWT2+Za8C%BV9nL>*> zyfV{3Wl5Hl|6x#;&Ly%Dj&b<9k6lNU`clY`9gcndtPnrFFL6s=@<1%K&;nunIj49O19uPLaeo|QP-i1WHfd7wA7@_nT^DX>Hm8p@;WRkNXVq~$ot z;i~^GQ?d+)RErBd(An z=AP#$%#z?2?SH{viniJ4G;^Ri0&}5 zC;_iLSa(L}c9D>(;iD-j{t-h!C~@jo;0Y5U-OFeTB%vBK_Pcpbna#-F?t$qwsx5Gl-cXzYXUxJZA&i%p0-rp zSViAWsdJJ;fKVd1*^QVB%Yl*tg9Xw^ujsaouSjaod0^orY?}~Vuvk^nmY*&2@_5ii zF(2_&x9|`0P@*cxcNE_;y`uyR5v_DJ3Uo^uIsYm`Qhds;Y*griS(&K5IK+*HaOp~7 z{!sE}7i9QGoSSWAeJqUVExMV);bdZT!ODfl&?`G>2)L=8sSIq2aX-h-;Ana4oCM=E zguD@M8T?^kMkivia(+JIkg47^pBb|wp-tL?fsMIOt@?}QeBKn2A!wnitLJA#8q|1> z7mFcoQ}(Sw1*77Jy5euyQdk+H!`ia<}isYhum4zCW-lwiT+zY~G6rjSg& zD~osU8sKLl@-=u>$hU|b&d}{0r0IAb!9;Ur{7O#{$kT?$TdPVV=$mF0_L0pUnt&SW zoq^Lsu*?+LFP&0U$HJyMueo{AX_PxbW>>saVxJj8=&ttAbCI3kLq_IU2lX#wE?!

Drls-gp}uB#uO* z#WZyVWyL#|7I3hoJpr*?SUI7kUh@ZDdBmmlCb-fqgg8rwV3((bQ@Hp0?<7!6r$%BFk*xnpPAH18xC|HoV6E|KPf7Zf&Scf{HnH)0W* zQYNjFrlF~Zml^kl%S+T5HVUby7OL%EnG|+a`f6*b&({Dp^MrRR?lP%uCScY}NxGqq9l*@u1a!XG zDu7OZ`0Z)LsM|yLojhvyFqDVT$t}CuT;U7vl1v`QXlU3O(Y_Ut&yuP5 z(@zJVw=7qfTM;lcql|_(EZk>W320fT>JIEA?>EDf=`+N;BXyDXmi(b~7>i?7@&~~$ zjLqiAE?PC{D51-=&mO;RqP6Yaje&F{Y3XDlGicqN()03q1Nv{`RX-EdC#ON{z|M70#znqf%}d`XtcP(o(sx1pdGwbJ<#A`zhYCv_jx2Nw|C2!_fDA~ zX9<8@)zE9+faTkXlTy?Z*pL)@H-0#vzNV7oj}|oli|ioqj-q5OjH-HVS!Q$GEQ0jg zEx;r{ZRCy1jcD$IO>Gvt1;Da&EIOxE)*ACTh563zNkfQu!o}bnHkS;v0@%Ll>(x^Rk zntE+@i%F4WF*XPWwoJ@)tHC{uJga>ru|&)1rw zIOLzSfud5v79@RA7$adWV~jlRGgbyCjszjg^K@SguGO7Ha)(lh))(;@obuzT5#?!x5c++aq}DpmAv{zntec= zUoE^&2{)Y=6No9WNW{T4-nPUJ8HHjtH474w+E-<>#lQq#8x@z%smePi4P+|F&XQzl zcJw3j8))=N6#~H|ng*7^-wjPq>ASfhW|{g8^IybcY^8t6s?#f(wH1*av9qBX20=v) z3I)I|K_!lcwa2Jh$A4`rmCeO1D+cX2DCSwWsGoRo?1ru^7cJHiMO%oCd1hIIr2k}vJTA!{g{wpk{12w28> z8X!m|z!U|KHinEu?fb_Rkw7W?cRCuHjOTEk@MD5C$rs3P_P4JK-zC8%ijbuK35C2^ z`ezOLbMzru%|qWYw0%KIhJtxATWZvq7H(8F>a#l-2&_-{b0j6k_Z!fYY?WG+emgtS zl2;H5T9zxY#>v6_NdNKXk_pNmL?jKHrKPF}07|OBMU~31dsMz=ivc2t4irc}d~2flSLI#R?;H!3qSt+s6mkGMo8mWEoA z0MsGXM}d|{DLb^Hs^x8GgCLx&ZI8>G`*r{2|2Se|?62>OqI?%InRe|VuDXS7;R)gx zSFn3Se}W_#8cnXbJfDQ+Zach6yJFIcO&#^Z3`e30LG)H+7=^B`R{1lRvaMDDUY!SL zNGIR-!L#&%4Fa!+M1bTjhN~lO(g~u4pSIr z!Tdau+()%C@g0uicSXNp3f`0bMjbz~(!$a0*=WVm^x|wWHcdNG|KL75lU!eV1|XPP z%^_B+2O2P8IqFPK`Rz%3!1;cn;=l(Bhm40<_8JbpAKZ>?R3nxnOZ%lO48nrZQ|$Be z1e*wQwt`qLsm%~F-k{i;27cxm%Lf5&>Bork7Mu$yw3QrcT3s%cIJ$Aedk$xAt%lm) zm0bvQpM8>o&PBNrr!_ler`1p@05;Xids^9eeTQwHI^9j2tM%cOE{O(mItwS^$}Lmn zC~_NVr{uxa@EHJ&YG~2t=qmk@i(WTl27^-vfzRnZCqTnW`Lu#7Swt}VX<#hHP30cO z+$7lz2cPWI2+~x061O7-w+EzRsPEFIKC+0>xhJ_vy?~d^Zz~amAuzwEI z%BDowger6cU^2$A$V%w3HJbvOE)lpxJ6$j*@z81oSK*i@x z7qSK8+ZnO@pcBD}iFNmnCgKY99^)R`;WD=)GV1k3oF+Qa%CdKCpU&>mxRhy7+#gSx zl}wTL#^f5%Brd3=gh`yH0nY7HfusGIcsy`T5HDZHf>fKtRflwY@%_-^7#OdqanzFG z#EIYWSM=ZKlKT;n+D;;RvS>Mm_+R)e5S6(8%{xx+1aSkwWSo4@erq4#+ zM()zUMQ9`ih-}aCIT-|fIX<>AXZ?}T7Tm_bPHvn=N8Wy>Aw5lx;*M9LKYZ$`)n8 z{upW@wQ}1}$D~!Dp6p6?8WJyX#MYH*nkdDyiv5BWo!-0(>8D2T{8Tv8q)Avz2MS`U z{cVKQ@e=*1j_MuU0tBK5VX4Awtee4X-KGC-u^G57H#Y06)#N9unP>DOnIK&PCF*< z^$!F8Ow-$W8lmjnzt$T~L{=`d=#Pzz*HMRZ5(}k4bcFUf29PUNYI|Cx*5(;(z-RcO zY6vTwNCP9DJGqI>`6Hpk2xuUkz(6FIBYn(k4v$`rU*A4&mN?DI6T+Xg(1TQqUfa`1BKR+*J@bTsvY(I+nyQonv zAhP2Va%X7nbXF7Y$Sv~i-)>beNLI|DYzWeOS#jjGf>E(z#QISCRN=A}@@hVga)rw_ z15}a=wr_}g&ny_!tI;dyu39Kai@W0A1=9mmW(2Hw+pMSZiZWA3>MI+9U=XN&bN;&U ziwPl;0z5Ec8lie{U@lHquw%hyR`l-)vZ)~-QmV^W8?N>cJyoJsE?d@J8clcQ6z_P* zyXgI)=?v91k-&rS6Q26{@SZoaiM6BzzQtpNk>zl|ClE}EOI}N*(z*Ty6OYr zF%KhSbGC9b6=>uE{__VbS~E|U2CvJl8$h0P1#1~|fOA;2fg*2neJS14#`_yb`Jfus zRS%`MMU=9F+ya)vZ-VnFlMnsF2*%x=h~Mp$3`I&_msWaYBp;{o->l23iEa3upF~*q zu^7Qdj8+A^%KPes{Yqfztfv?SyEgy3-+AmB5LPh##pin2hTnXBvKD6HVAp&r7f>L+ z3%tYTmEoOpP7Y*5h%x8**0;A>7g>j=s9wl`7UNV}X$&t*t|5DwoZ+$8^-QM=_cxn) zeHP0pBnwq@;P0_jte=g0MkXZ}cLa!sZ&6`GbWN4~J}6>maJGNf=B<`#0VEzQ);ltYaH`8=r4*0DdvyIXmtvglq9X>z4X@L_-{qhf$HiztDjZWGo zc)|SYaT8atBSqI&%+>8xgLUUAXJM{EUZpXrLt?wc@xz|(?zUF0V3R^sv$t>>2j*0} zuH;_w8szP(9%WUzAT`YzO;gpbL7wh|au14;!{Dglnhzl;9`Nj34m2|#vYoo&q2 z*AsR=cVSdg!KY{-p?CZJ6ejO|_L1Z!n=}z{H4RacPFC?+*=(?S1 zMt4cYj7Q7IbYOuNl2@23+WMxT8hWP{VVQ{iEs$FEujHUdit1mthSdhIep|q@ zUBYW(Z@mvjDhP_TjIO zHBILn3d={at~#-}m*B-K|FhCSGjoxmX6Te)#JP-MVds5GHHWVM?|BX$0jL;aJQyKqSJI+~$2wE| zkhlFSkz3(kII3@F*2aC7@(ln z?l*36es6fx4e!*he4^%!$jM3upBJ1Ob$B%_WJv(#Tfn0(W`So195qzHlZ>Zq~` zEfOYR)zJ1_$*@$LO26!Zx#mNIRa6kBm~Y7(6ty#238!w42?Oh|bnblKK;-Z0>*k zQI2u)+_3Zl*F=D&89^DTC9}`8TkxP&@6P&2##f^GztnU|{E7f&V|dHQ&}ddp$B>@1 zv^u|+AP}yqNi-%DibJKGZdq7do3uz{GiJD2Yr#-m=B*eFQNm*;Hvy`bqQhH@if~}` zX6B}Zj(DFTYIx2KZ*HB`~VI_Vx<4Ou%2}V5q>wmU&tt#HTaZh>ZVED585Z zKN|IFasD}H9kd@`PdLEG&Q zK0qxHzyG#4!;yJ7)Ln1(L*j%p081ustbN5aGVmA7;^X6<`7ba0xNBsW`~LH$WP!;O z!>S>^TxY835GyiavwXmYLS2^4KnEnQpl(J5TQ!*@iAwHiY$%JJUCc|O_7P>mlfItX z{||;oB53t^O?UY!SWSiZyRCH}CK{J?Juo=ua<#i2EbJyxZb&IY{f}C)aK(#Wr>**& zNaVcW06>vh zLQvNSX&esgchyhO?qI?;+a3Pl>wm(VuEOS4nR(xdQ%{)1=PYFT5v19SQW<3?=3 z5R_Gr#xKp6@&PCYrQWLQ?5l~_JwPw}Tk7vR`kNtJbt;?~EFUvVDOD~FCPBZDMPfdu`P5WyG2=jV_YaoxVZm#0A z;LJr}=h5yQ%Ajp+Dkg0ltxsSY+d4H;AmP8nP0%)DK<+Wv#7&i7|21;5Q4?zMSa=yD zL<`DKZTzJ)Y8xcUDuENt{I4k!S&(=veo4!|q#G(arvNvs-#%;!K#w zJMk(Ude#454!#2C_$>Rf{~xPZdrf#fwZ98OVS#DnWCCW@OCAK_zDDtR=HY+(s+GHl z!_z-)5`?{Y5c*$8NhUHmKqL6#xG0k&nkL%ecx6TUj>`Y4@9*I|KG(|kd+et>dH$I`>k&Jx%B$#^OxQh> z2g%O(Eev|J&B1gBm8-_*7!R7~a1U%AaVJ}AkH23j-XR6U4JT^0$e*e@0{`sDJ_5Y{ zLO_U6KhSHq<9Jgy_pRi&LYKl^=04vKZVBF_EY?i_?`mEON8%peJYMXqdr^ zgZTDS>o754XS?r~1@;O-Hm6iJTrPH+uZ_iyOa>e4+rMWbK$sYJy20mDGnL@Dla`PF`0FGkcCzdcW;mHZH%T|?fF6)j%r^0^+hxsS6F52%HEi~*uwXu z+Zf@x@_DlGC*})tyn=pge!_Yud?x|Ig(jxopQ0m87gw5a{A&GRcF z-%o!Sh4D;5d)F+x}5@IqikIKAV zeWJ4nA|H-pkM7uP8aSISO_5TMZ96(Y7n~Frebaw{j*|l@q&eHh@g-#HBd2~K@;`s4 z-7O>AtH>KLW5IL;tbjWk9H>KJ^ab<|+j7FD7vk_(5(!ruAW=FIMkY@gLO(f`DO_Ms zVw6ikl4G$PU}~jcK2_w^E<#NcCR1Zotuva z0sV$Zas#vU_(jYn^X=}g^Ml#_g5Dfxa;drBv@qS!X?xvQFzbWD{C<#r)%twS`7NpT z#ag8ReE_{Y*0_rW<(v3{-zk1C5zM`_&`Rg;=qdKY4MZU#^(@ms9Tb~!f>XS@@{ZFs z(RDhNa=cw)JmM<)^Z(06Z?;rfP=6m=)mX^`dyEtB&mj0Q8+gM*81>_yvXJ>sr|oG~sk z*69{)_zxu-u0NI$LNwUsyV7W8!fo2+lOMh}RZobwS`pd*_TcUf)r8T{pSKFe@mz5M zN*E0`cJE%s(M&_Ub>U-KC<4dwAGD9RA9vr0#sf}D9xfwl#$_ffmLTsEcs!^eHr6JTsY(C)1QiL+R?9N&d zvwmYdpJL%5(?PtLL)RxWAuqSMtTo94p`TU~L3X`H$(5a3tD1f#Z_RWXZcGjVaF3Z@ zPqB|i8R`Vur_|`pn4F1^Bw~osSbSsIBF0$W^kPgJ%!06kj6Z{gvsW0~^O+0;;tIMY z7C%I$RP25WM+A$eRkHpTHBKlTls))~4jF&T-)LVrC(SO9WAOztV6AcTox4jI;OZvp z&R{>EQpJ3-C?g7K6I4NbCUfkl`uQhZKMJQzZ*e?s4&L(y^Y*6Sx$EI(?5is;jP{dX z18oD2WBet^%U9H(63*Wxw5^8-;=c9dw0c)oGiC13YnL~MdsJB#r*SMV`7eux0)xfP zpklWa6@usymEFr1#f!nCJ#G*)klXxOgLGFW;5i|SbJSPc)U_)ex{pel+-H6vYorT1 zN=-$AUq|IIXBu*M-i5U>jQ%I%u@V*x_Kv-xR!VJX%I=gN=1P4?wL4XSC#ANda-*QQ zVoTcs)jqzl_SQej$NlWMR}@Xr{zEbXl`G~4Crj`xJ8wp^aKrRlDBONOFfo0=2@x9N z82QJ=iIZ@4Ld9zfsChNlA&11EVoM~*%Rn{Xr%8_?MNh9|h;|h%_&34buFHz8&3RVB zqKU>*YDF9+g=pIU5!oc9EwLw*R!^mr_f!9$)>;d?O(%WRp5`9iV_2s80)UMv97Cz`H>mON0)h0`-;u&21 zg7c$0m{KzqV&6+jUvWpKch2UI%+T@ri%+sq;%FJ>yg+lDU5Hbu`6{6w%q#mdLqzhjT zi#5b3A?wR#kIKxIa~ooM~(0;ij1;Df33K_FLJ9E zTqa=eu)$$d z%ut}5x+ZyQ`nOj0sUUnc%@b#3yXa2Q^c-84Q3Ef=_LY|XVX@~n;ePZ!i`t|$6sqaX zs@wj$#CGzua{amjSC}pLy~2jSq5I6do$}8`S8-%8@O_5^)zjUmN$ZZY;Umxb?44Ki z4!Sbx=9uw((b%zWDO)#2Uen&AhLhvkvS!@0ny$8WSUXFeEuXVGz%HDQ^HfktWgVii zFK{<~K56%~g-byKC~t+O0_7= z$*^Cit$0t>hUw8m1%y!FiRC+iWd5?dp=fnS4d3#dfn|5M05qJ)@lIU(;p!xy zagL(D%IhgNV7b?Psr}>7cYRACEOKbb{}H>U+O=Hv!Z#p09VtFRRE@jIykE2?+qHbL z*?~e)K0K2@mzwt?e#7Jh=^GC0RCr6i^M<^#y09D|;ZeO|G*vcVpRB|o$Ntuie{xyWz*+>~>YrSAP$6Z6KDmDL z(tdRmV;qaOUbB8z^`UqDfi*{wGR$NV#e%34QL&BPgF45hfhSIgrFEM*rn(6L{&ibq z0Zl8HmV?tvX+6vuQ=h2w9Yyt&w_qx?cITq^N+*m}1C6aPxRQmW+${iU3^#a|8REbM z&6bosPKDzX;`j9|CGCd8&dhYNu-HXb!mMPk9a8WLwFHlxCE=Vl)pBwfji*2{_jz&B z9nQpgq}+Xrh0wQ1t+ezrPs?T?;GbTrlprZDKL5Clx8bGw6DCi(9rYO9MC0PE-en<9 zYd}ZG32WD}lXHsZ92VWpRE%Q64(4?+Q2G%3FE{N=(koPi83wBwZ~c7XzkVm#@#-y{ zdEXz7$uNJFEbj135Rpziy`|;J(y3eR!F_Urk`5b{io*JICLxa$-v2lPWY{jg%C2V4 zTMDIMd82j??!sSQP}|$Kww~pc(u=fB?iq5tgIZ!Q|F{iD7x8JyquwSI-i#^beWR2! z0FVi4?%%||JnQwqA6tx8E*93^C~Kj7GyQf0*QrghD;yZ;l?Zd%=!4AsMA2Rm9pobu zobXm?tJK)q6l2HW>S_w07O+=OS;IPzUxp5MgT+hs&HV4(Jo5FkRXfcAqz9HF{SMC2 zOzQ+Ph6ZE*FN+6Y<@~?Eou88mAVC;jukDbZ0Q>WS$x)Xuu7+^jJGkU&g-aZMh&`5w`h6@%x)wI)*iipId zcjtLvVi;P0>Jrl5XysR^-}pWVy9b`M+vQ%Qz#djv?h=&n;p2mZ z`PSplD^@qWWT9dcvq#~y&5fAJ%Lqz|RSZ;2Rz3cQH=ehE$K`r)Ud)%}!20_y4pw_N z_8i@gASuQA?Sf1@E%5&3i@6WSe;yo03Ool0{(mM8EL_b0r$_pG5}<@}fIIAQx8zrl zEIz7{mf9XA9jycXa|vfT7S~$bRy2W(+6qnd4&?;Zf7PoS`CMzW#pnLKg)er;9}I3V zxj*JkY9LR8Hf^Q>Gpq39R?}o|-YrvMIof&sugA&}krLmWw54T^$9k6Eh8G~Xaqz;= zUZkSTE`M;oq~3K?H0zjj!N{UN9G2bM%_8L;ouDx{yAwrmXJTD+>>QbY z&iH3Y7uj;>f@oB-3Ts_s0*5`qtd)8KvoY zZ>y8%7@Zqq)8Hmi%jw2+H|R!lc}M)lnt6`nh8u0{38s~}T%uQh2xn7XzF&CacHws@FlMMxVNK`t+7jq*9_rM*|15ucLpaPyL6e(O_3rS|r zMySF32I_uRHfK&-#h||C^MZk2V?CPESJT>_N+`nw%GS3^`{@LBM3Q_;>=v^}Ei!@V zrrJ=Jw*X`m7UOJH8^N)X8T}#i5aLhAyefJExQt-JLs-fL22%v-(ggG+ITt%m>a!cS zg=fzsAK*g*Frfy$qmN^r&q31e8(K(z97fV3c}_1%>tF(?5sn5cDg3*N@AiGI^LGPmEPWM*r%to)R4EN zi+l^wddM5 z4}9Imj$A~4q{UWKyM39KhFW~zzqjuQ1^B%Ko$y$ndTLX!5ZeFrYqk?N>|7EUjX_nz zDehY0=>_fR?dxr(I6)P+m*^_!JG|JFSN=G2)WF6=rRgPdfKf1ba>`Gmr&2t(X3|__ zHsfd=qY)%f9*Wqt{PmkHzXg*Gc}O7~l8arc(#jvlvTjWVNR$6~aXmub(LN`H0vt(V zOZ|3@y2*uBi2`;4YQ1}z;;Ws)x&`Yl(n;rVt6H1TRdXmmZdH3^>rD^RXzIk}Ek0IK zJF_^nr_#@-;MT8+r+$BIRrZmuMyLi_b0e$j&q+;XpFQf;IGx*6`i}*D!*qA)XTEx$ zbVW3S-MYn6snlS$tWTxNbwpx=6E^*TzCoIDGA5-KCjlFNg$4QoXjJZJZmd9wwnS~s z_CHC5!hc&PXKK^lGwK$17^*TU+vDooqh$NvZWtfdnEr1)`y}j90{_>INdKq2Z9g+Y z=*2rGuX}VtTs6ZFl%)hL@DtATqdLibM!QD=Wt)MZ0O`F+)e)Rz2`uT2SMOR3fA`gb#G+z&rias)}EIsZP* zd;U34Kn9*=)K!QPc9CV!c{(XCuTCss&~^7`*8T{r%zI52VtKK7_k7EFv)g&>&Kl{1 z8WgYha_BPURRes(2E;Q=a>mh{Qwe;8Vt3=L!rlfk3%+0N ze;*MT=l=kQtU(}XFmQJ6|0tx`n;nBe?qDe=!XSi{%o{MgX80c)msjXvg_Ra@MgMXf&Og$W--Oj0H53!&BT$}_TsGH&IK_*CGpUB2f=3+`> zFGw;4Iq&lpR_Z`3%~*XPaAa_<|F9iX1ZO~U;9T7Qxg2lv&- zAx4nFIeGq*1!YR@J_t1hz=mM|9Kim+0hibid!Kh8v zP*})D>IfW%U}cPYY-n_XGT$LGf)_2sm=j%ZA_y3vc07-ye(7=H2FNIdY% z@m0LuOx1`2wz#`~m$xNXG`~DxEVA15SRSYv{m>(E45av~nku)$`Yo~9X4ih1uy7x( z%nwJc7|!hpdH0q9Cp4^1RiF#ic$f38IE|{gB!I{Tx>&K_i5@gQ#Ayn-#FQFjd-?ri zq~maxV8Wkj2V1~ojxljiMP-VE{fcOTAxIx<{JcaJ@MEH81FLvTO@W6qK(2ks>ahX; zOR3ZksXh|y={^lb%hL^0&OeOP-4n2F@&zIk%t6_Xnj>TIi|w}O!l?>R(7%Upid0qC z!C%lefZd?_%Q&44l1AzPI+>F*zY}Zz+77zh$KBmkd+5%|nV?)1Yb9RAAVI2T!E<3U z(p(Y2T={eycZ{JTohWwwG_sN?GKKrIhxo4V_jc4H_YKZWsRA#wD;pStyqTPkJUJTv zv?;Xut5_~8^8jWyLPQa|LA1-4Ln(BX7TX|Jz^-nzdq4IDyMrkH#zzWom?=v!R#_V` zd++SzNegyKnV$OEVull+@^@_kr9*~1UQ5s$@zn2aQj7r8;4dx~5v0sGT7M%yFRaPE zY+@IBCZaP+nQpvd^g8j+wLfWRhp8Q1GU?%HQiAtxxZUczy+ohoV)CM(_TLdyv&p-| zHt;-69kJ)w=A1AF$s!pKz?|%9vf+JU5uWROui#GCktQPv(MM+DyC$C^)lg`m)x$Cs zl5!OBL{0|hyZc+~Y{Ib&lPn#fjIMVnqPy!;okYqnnKP(=-vrA-k$osJ2Xb74`dyyd zM*v>I$^zB~&R9L@Q8^k@nj29Hv?DJnw5Wlh;cu+}@LLJaB8Kw)W^h{HndT#ktyA)_ zAu#?s;}EiN{l8LFTcdz4kXVpVkYHb6>b~6lcibnJ^uH5TssIEW2%P!9Gtr1J1QR&N z=hXAbsRwa!u_XqA;{%-R?EmN0_OG69%A91AzfgCdV_2njgW5xReO;Xfh}1ZsM_3Ha z`?N0G<@z>}X&B9xma`P%G2S0(m0BvauP* z@L>FRf)rtN_WZ;y-q3hgRH;rlD`EF{t|E+Yk@) zSX>u!N_e7Cbq=jX#&2L?2@xy_id{sM*PJ0ZW8!kbZqhc#P%RPFkgOy?dy=zT~ebN~1(ez$!nXI%fF;l2wWk?y+q`$@NX{@GxVd=;O^@Y==N@^>J zyjri5^<2iW9@@!d=hl-p_0Ud8G2e(&o3_-qAgA^hwtQ^?Yw?xV?=Ou^fEYwy2BOH( z)W3Z}k%7IT9{grlU2pZ|fPr<$;-?T%LP3VPd*sM;`gMld{@}#edoBUq|BEKp3 z;4g*niNwRX^wtQYM8ZHdO*5O5JOk{-Fv%S~PQ6g9p}M&45IFR~?g8R0#56dm$kNJc zJ<@b-tSH}fy-670JW}asmeBg*64)?^V4_Y$(<=c2_`WW2s7r1

f zU54DZG!b6%WR%Tu&C_D4RsT~)cl{!j(;WY7WsS>k}%{|yc`of6Z zPl%xf!$*W_)#iP>Rm##Y&*AL>A!f&0h)-x#L0;pKXEc5dlV{TsJabN+uFLyHQp(2C z_R%sWh$gO~t4a(vRtE5pg~pJV8d_cGEh=jto)$h{4R4Dy>eT#X9Xu9#8<3@%yQ_S@(!V>`*Iq8Cr&CW3Cohu1-|D#S2rU#x zelYdbi_i*Dd@kc2dQ2H)ib|BY+MFuqHB`jDA;0Ta6vF&7JPz1&B`-(OziIgC$v!Oz zF_iRT^lm<4NoAEFWE@f5-R2m_*~JS0jJIk$qi+8WDBBkuxd={>{(P2T2{+Sx57Q4k zyrwpr`04JN_F*5yv>$L6U6w;-x-;b3q>2y5kAvs`8k)WLd;Vh<mf|HN$sByk9$rJXm4-pyQJX!oxi{*tl- zO%5!Z$``y7d4h1;qxAo;u(OJaI_%cCB8rHBpma$}58WXxUD88H$H34b@dp7B2Lz;Z z=o-2k>CRyQ=|-9%q~Z8|SLa-vtM_KVYp=D}-uvcx)^AHLuXu<$1)7QumphzLw9&Rh z_wG@6B%Qv6jv6S7g-2sfNjA$H!g$B~_5uCd-hKE!tNa~%4Q=o{_2Z_PYE=2KK7lFI zBA}?Mez-??4m)#en}(HnWZPdIlqCt}#|C62KPInTN=V+z_&nf>L+eZjb zlTgMOiAr!50hZTB#C&Yp!0=T5oVzIsfE-~M_GgP{sBtmD2*~Lvc>A)F9c{Mm(Ygo1 zO9^-D2W{&kjz3ca26~jhMynmWxS`s6z7TsXomG*NkRPgo+*eaO)J>xYiZj3Q7RSSg z68|!i;Ljv^80Z*SG+H-*;+169fVizVK3p~&U2<%x$^6dwJtr!m&J3F!hw!cd2L;KL zD)Pdb5w10)lcidsgquHP4@M{;Q1-e{7hf|vqcd{;0b0C1zwrO8bVK;vQCw~@>{sCh zL*hJK!3@I8g4M72w@7n8irhtmH@{0t62oG_>lQDl2tP>iNRip&73qP=bBH}tEM<=& zuU(&k=~pEgGFHz{*NA49 z%DV|R#d}6EHcRT(Wf7$zBgN*S%ueJbfaH&A0=;H)yvQq3?enz8F+A7Rftn(BJrE@?a;`6VWo(s=w|Sbn;76h5Xy4Zmo|!$Px`kBTnflJv zLEhR)S4|F6G~}wf^^&YaSG!4bw;sGwH zhK^Xs=N-xA(R_3%c&@qRo@r5Ec-C4-$%^v*;HA0qS(EHvF@l$d-bmQ&&%J4r&ns80 zL?G35j2#h8H6L5^s>qAu{f*=KNF%7ieQ9Qm6U))ed;t30#F~q@`l=$*NzT59A?Z?so z-a2s-kDG*gynE3oX%b}v!;v0T#%{dA(NYk6IJj}Mdhp<&^}MioB_9#;v!b=D@+RN| z2>Fs~Fzn8X{2E~kX_O2eRVi-&TcJfOaM;&!(4!QWJ=(ZRXHgmlR`>Vq69@faR1|vf zvAF;eLgC}%Fc~Yh)CO=I)k}gX)}Ur^gDOVMcM5>rCqcL&kt3-3Io6skAE*{22yjz6 z=XEM@{A5rz)b#7_6Ck$?qxRZ%Q75fONYNxv)O;E9o#mSDB=S-3TDAD5)ns`1rfZnk zs?wvX$H6kXw^84k5w2+@VD(+KG%R6bq#Zbn*SN3`xGqCfJ+`!iMC%Fe;fZBlyl{}ShF)mHW?f`a zJ#Jy@6e@lw@Y;1O6Z3=p%Qi;%HLk;NmM+b{#Uqz%YRdl~cQo7rAACCc^Td1H|tQ!;o1V1PBlWhnkFXRg{ zPvqw}*GPgy8>vsBXwqum><`hKcw>{jsp-mFrGdf^27K;9n*o}8lgTaxYDK&bYX9&d zkmv-qyv;in`<3cIVrlt`0$|~kTzUyI7@(Q{Q=YHzBYnB^J5foS0r+6PYh&E#N;G7h z)G|cN(3Ulwg_&xzFg-STfW9nOi&Q2MRi!}V(H5!F)|usEGYVJY|MFug?c|vc-t};w zb~>R!qH3*@JnT73+EZYVs(oJ#n=6U%k)tc)i=d4_Fc(cc_$g~{4)B~%hd9JB?*ki7 zr{{y+dbH$ zbo7wlbf3w1>?@#rcDl0Fj?J!=kfZKYOS(huWSj8)1~Kjjh*Y3~@k-oBM4 z2<4O9ADv*K5BUN71HK+Vef3w#;9GBw^)qJ7jXxYiKAro4YScc?oOjNc7`asHp{BLS zz(D2(4!}sN@8dKm`ma% zUZ46SoBRWvegzQ>?{k4cO8$k`7Cc60J-;yy|g)^_^b4`Up)zJ!zhUuJ|-G9eQ_a2_)y$u*Ezg(l>MYmG#u|LLSNL4>>0$zi0=vl|=R~zw%hRdrQtbqP0=MKi zA(z9u_^s#%U~M%_F;4ay#9`O3I}{(@j3yE!40-jtw6Su2CLAMALM*)N(v$Mkm?g+n zW+5!?43d0FATIs-r--whi51ede&A=UnT;HCTWqCO{Ojasf=IV2RR$xt%(qQtDduZM zb=y}1CN_)+ku&p%%tXiRM90K(*hxo5=Cn=77X>M1pphhmJe}Z$1ZI{PMplw2ea#zs z0-HHYSt&LZB9`^u50o~si<$T|avVYo1gray=93F&Zc`Fa`Er>RYH#96olg$?VWeLC zg8$hbI!Cbl;qS%{tY_1^taFhB)pHJMvAjrx>+bEIOx!L?Pb+}(5$7k!^!0%?$8#Ap zM7Rh@KwkBvE5zEjWt2(Y1tyo3S)&+dSe2a=pWR`hcKw7~4M7Pf*Z7Gm)VHJc?_kTD zi#dPmlMV=a(7S0h$Ch1==dJ;IjCw7YdgThN#20;f?Yck6RM)jdR2b60YB%LJ^dDkmW^BT^vfg?QDd8n(-+tqOKE3th4r2MGgMy3@FT8OrIpIV093Byk=)EI6QeO&j<|w_QrWK+n97A6m0j={gdkV8il#3 z8t5>Y%?+A&?QPywpLzlH!Vu1nz~sz(#uVB@ZzzR^i*si4Ez|pfy{2VSR+(J~X~w!t z!l5UbJn#Q~pE6agt02Vd8-z=?e?H$2pzmKa8fIF4%yNFeM5UE|MV_0POB3?KK3V=F zb_DCKR*3IfJkJxB55A>f;ctoFI40LRv+tE#BQ0RWzK;w)htovFXEYGv1AT+&bQkaPDnkXdZphTmE*qj42)56)g(cw4gaMMRJNa~--*7i zOT6sR=N7EU9_p%eeYji&h6L5gTP)=QuxfIhJW|_=n>@NurH-4lBzygxJ!z?oL&jE7 zN>3ztCr}O8nR4YW^2VxO|zwm;m3LrdjG2fySK1 zGz^XYqv5!4hi)5HHWZXn10!ii4Lx*u;tFm_Gg(>QJ}T&`9@;ergMW-A!hAIS#o&=3 z7~7#!s?O2$6+}@NhWLG6tUuC=xaa|jH?#GJ5$1O@+4}9Kx;khlmsa*ARmqP%_ScpA zIy9^ru`Z`9B0vVn`fYnLXTep;^~JfjZj14cu?L+}tNd%RvD%DLrsE+F^3=Jd<(e`_ z!)5MLttWMNH)v24%|rO_42fOdvWMwjqVh$FKfCGchboY>-fn>!I z-L|kMpqdTNH3PsFt&V|ssj||4SIF@iD^pC=41jMx%F7a9QCH-nLd>zh`N%Cf%g2^U z);C?zdVl|IzqY}?fwgiUiBwR+-UU%aY$~G1qgvQUG?ui=j_*U(xo73G-mRm2H-?z( zL4($$C;JP-DfDyalvxgq7+olZxMwOtV(l%409}Es5P^T^59c2&L{7G(^OFc`?bZM;G2Uil-`Ioq$vz7`v;q6}vUL*tN7?PUoA9%f#U`hhCCjYyYZ3*uNAdl5 zDyF!MhfwbMx}_~AYWnh`#M-D|&G1cp|@MyL+Rg%kVvjsJvgOyhl zHvi@vtcBd8uq#T9`>Uj=+PdttS*qIQ*pok>e72g3)qZzPm3)7QmP*pbiDjS<^h^PXq3{65v!vrPtqh-VYU zQZl2Ug4l)k+v(p^XkSI5`29k6a2Oc5)yu|aTt^o?D=EivX?L7_ePT~GIuklAo0?K0 zB^|#(QYb`H>!R(K7BuF;4tuQ#;IAs{!k0C1dt&0}&6rJ%ll^5a?*6DlSARw-^0N7p z@;iEWd$~W?sMRsOSp22ilgrC2%j49?hDArZD)~#Z`x+`DJ>Fe3QjRz7ck?2?#Ia9w zKIJq7uVo#yDp$sW5YZ{ui}Oi!t$1e5dyke5O2{aBZ#R$B0e`a(+MU z?u)fu^-f51cH(4&_{nsv(>sHCgC}N8w+7VX$KKQ9VCAH)ge7V*@3YgRb||rX+jd6$ z)Lk8yKdL_T(7Yy-2jyGf_(y!I^7S-T z%|Zh3*=*Z-@x^l~`#ozRhh^~~Ns-2f6Pl9Db=7yg%Lm-u7v3r8)Vw5(C1xAPf)}0D za;Lu?-}T&+JJ^uTjPSH&RZekTA$%|HT~1OjUDXpRm+3jr%T(z&8z+Bkyo=B=m`i8^ zzw6*)Ze?ELL+pMfUAcI8B*RL-{U2fGH3ql9e*_p(9Byuqyq&9?`&%KQ{|YgJ|JPzz z8t(|5`)4s+KGMFlLa>U8;;Yf=e27a(AhN}Q)cl)_r-I%%*paGOH)qY5wuG7ZDa0(@ z+mvn1%Xd_6^2{#DGD&jSg5h%Fe8%QR605|kX*uEAZR(`8Xlntr%npcJ($F#RXGe=t zXt{#N0{&a$vipmvsgQQ8i}h;j$NeJyD7 z>dZ2Ey6Fb*txED*_g4d&;&}8@FRg(*fwS7A`?q*NnDv{G7l;uOabZQ`3nu!nPqIoip2BuXKZ*HM zKkz;s2+YWp{-w>MzN*;vT*LLTQp-2e6G|zuvEagx#*bIqEWSE}_rz91oXot{45O=# z1xwWC6>1LnHb;P48S_+u?;HC@irKpMC#gtQ2)8zmk~!)7NA#pJ&j|xMLEqkfB@+wA zz=aXcxz@t1hYUhF1nXx%=Q$oFKb@N&lJ^?#0nBXb4>=7Vs%>`^n(uX*-Qk|9-8-U} zt?T*9$J%z1An((o2?(&ChgkN(Do~*FrvT!kpuO$g!>;XY%*%=9y5Nr~PIpL{iF^ z0(CNpWrm(23`|;NYa!SdvSpN^{h_@)G3HlGS+J1iT9OlIm~Poz(`XA8G@9LTZ!%tmw@y08?&z_`#BG>A zkHBRlju6ZRYNnjYSC1ix$MqB}yJ*vg$I=9N&LSN ziDIUhG#EVGiN>awjDUa;-~X0W`DgSrh-^rE(MOBovznR}pN_~WNOR2bJvA#cdogC| zvU`bDAZDrr^tzb*&-Mu|=(9;R35JqH2IS1IRR$SIk{1|~70ZTyKis&UrrKn930K&7 zwck09HWsLhZ=bswabbzBYO;5)d%uLCsl-Cx0b<*9>95N#eYgARM)@oDT~utuUfdq+yQQ>imB@5;u1bRmARu> z#^Q8YK0T9t6se=HXqxJ03U7Zmv|$H7`$%cLw}OQOR1p#+HIv$WwGm`V(PL7 z(3gbg?kJRjoVMGi1v6>haz1!DkWVs1=X9svbzaM#1$QrgtIp>hdF2uX*MF_b`*C3g zFnBG)o3ik#h>Fq>C|~uVF-TZ|J6Z;Km4`03V0^^#MoO z&kvvcjjpljWOz&M6k-{8ie^*(^2N#lTIKr4AnO;6^qzzR%vD88LCAjN3dDzLe1U^r z_h*gG{dLlN@GLk>6{s(TnhzB1`W zxg~!eN((Zys+R z3GWH#V{>LK>#bFJ7gK#q1dakIlGT`?y^xgCjnWOvH0f$8ueH5PCS=hD*bnE_nFeXM zakt?$pm0n&;(p@7-m6`>9sh;bR_R#0B}6Z2RQ3S6qIw$`Kzv24yW-f=b@uecxTM?n zEYVqDG^@Px=JF8@Pr7nI_qi+cAMSL8>3A{OoTD#aH$J+)*<~$YODzMexhZ46?g+u# zuy;kKBTSaTILH3%Jr3SfB<8|PvUdSat8^v5<_nkA$vAsS&;;9i8X9Bn*uVRpmxR|Q zTSxDiGenvcF>U0f!P>lbC-6JeW|J*=T*y@Q_J4?1kRUfVmS(ZmxiX3*sAMWZ60mEh z&*8U}fBPN_MeitqT!TgqSy7fK}m23qLxd3Z*@JBI;W+n+itXUX?e zNPZ@n9jpNVdg?;E8$W3SF7MZ(3~Kt)s-)H(BlH5F3l+cmmb%kVZ1|&IaU>sA1^sC6 zwTfU2g_%r5r@V?sx?RKsY4COL08@dv2uz^*4Kb~W|^MRK$HE>ZZ2Zn zJ%7HRrO;tWC9UV9p0F{QTF#QkQ1an><0t1C6V1})<^OKc^nZ>#n_mh{P1+sw!E@6X zv!Xx>_KRvrDx?}Wq*}P67DJnM4?9{59Uza9iyP8n-=XWGDjubrow44}#&}UDlq4uz65u>Mr+?+5=S3+@>f*ij{p>-vuvqft=e)Vf;oabn1+y;)`d_=URybM zexo@x9KsU8*3opJ7vW{(v_ zLV&K 0$. Potom existuje $\varepsilon_0 > 0$ takové, že $|F_X(x - c) - F_X(x - c - \varepsilon)| < \frac{\eta}{3}$ pro každé $|\varepsilon| < \varepsilon_0$. + + Jelikož $F_X$ je distribuční funkce, má nejvýše spočetně mnoho bodů nespojitosti. Dokážeme tuto vlastnost. Nechť tedy $D$ je množina bodů nespojitosti $F_X$. Pak $\forall y \in D: F_X(y_-) < F_X(y^+)$, tedy existuje racionální číslo $q_y \in \mathbb{Q}$ takové, že $F_X(y_-) < q_y < F_X(y^+)$. Jelikož $F_X$ je neklesající, pak $y \neq z \in D \implies q_y \neq q_z$. Tedy zobrazení $y \mapsto q_y$ je prosté. + + Z toho máme, že v každém okolí bodu $x - c$ můžeme nalézt vlevo i vpravo od $x - c$ nějaký bod, v němž je $F_X$ spojitá. Z definice spojitosti existuje $0 < \varepsilon < \varepsilon_0$ takové, že $F_X$ je spojitá v $x - c + \varepsilon$ i v $x - c - \varepsilon$. Potom + $$ P(X_n + Y_n \leq x) = P(X_n + Y_n \leq x \cap |Y_n - c| < \varepsilon) + P(X_n + Y_n \leq x \cap |Y_n - c| \geq \varepsilon) \leq $$ + $$ P(X_n + c \leq x + \varepsilon \cap |Y_n - c| < \varepsilon) + P(|Y_n -c| \geq \varepsilon) \leq $$ + $$ P(X_n \leq x - c + \varepsilon) + P(|Y_n - c| \geq \varepsilon).$$ + + Jelikož $F_X$ je spojitá v bodě $x - c + \varepsilon$ a $Y_n \overset P \to c$, existuje $n_1 \in \N$ takové, že pro všechna $n \geq n_1$ platí $P(X_n \leq x - c + \varepsilon) \leq P(X_n \leq x - c) + \frac{\eta}{3}$ a zároveň $P(|Y_n - c| \geq \varepsilon) \leq \frac{\eta}{3}$. Dohromady pro $n \geq n_1$ máme + $$ P(X_n + Y_n \leq x) \leq P(X \leq x - c + \varepsilon) + \frac{2}{3}\eta \leq P(X \leq x - c) + \eta. $$ + Opačná nerovnost se dokáže analogicky. Pro $n \geq \max\{n_1, n_2\}$ dohromady máme + $$ P(X + c \leq x) - \eta \leq P(X_n + Y_n \leq x) \leq P(X + c \leq x) + \eta. $$ + Jelikož $\eta > 0$ bylo voleno libovolně, věta je dokázaná. +\end{proof} + +Z této věty okamžitě plyne následující důsledek (neboť konvergence v pravděpodobnosti implikuje konvergenci v distribuci, viz Věta \ref{thm-convergence-types}, vlastnosti (iv) a (v)). + +\begin{corollary} + Pokud $x_n \overset P \to a \in \R$ a $Y_n \overset P b \in \R$, potom $X_n + Y_n \overset P \to a + b$ a $X_nY_n \overset P \to ab$. +\end{corollary} + +Ještě budeme potřebovat následující větu, která ekvivalentně charakterizuje konvergenci v distribuci, její důkaz je však aktuálně nad naše schopnosti. + +\begin{theorem}[Levyho věta o spojitosti] + Platí $\vec X_n \overset D \to \vec X \Leftrightarrow \varphi_{\vec X_n}(\vec t) \to \varphi_{\vec X}(\vec t)$ pro všechna $\vec t \in \R^d$. +\end{theorem} + +Ukážeme si explicitní vyjádření charakteristické funkce normálního rozdělení. + +\begin{example} + Nechť $X \sim N(\mu, \sigma^2)$. Potom platí + $$\varphi_X(t) = \exp\left\{i\mu t - \frac{1}{2}\sigma^2 t^2\right\}.$$ +\end{example} + +\begin{proof} + Nejdříve uvažujme $X \sim N(0, 1)$ standardní normální rozdělení. Potom + $$ \varphi_X(t) = \E[\exp\{itx\}] = \E[\cos(tx)] + i\E[\sin(tx)] = $$ + $$ \int_{-\infty}^\infty \cos(tx)dP_X + i \int_{-\infty}^\infty \sin(tx)dP_X = \E[\cos(tX)], $$ + kde poslední rovnost plyne z faktu, že $\sin$ je lichá funkce, a tedy příslušný integrál je nulový. + Zderivujeme $\varphi_X(t)$ s použitím majoranty $x$. + $$ \odv*{\varphi_X(t)}{t} = - \int_{-\infty}^\infty x \sin(tx) dP_X = -\int_{-\infty}^\infty x \sin(tx) \frac{1}{\sqrt{2\pi}}\exp\left\{-\frac{x^2}{2}\right\} dx = $$ + $$ \overset{p.p.}= [x\sin(tx)f_X(x)]^\infty_{-\infty} - \int_{-\infty}^\infty t\cos(tx)f_X(x) dx = -t\E[\cos(tX)]. $$ + + Dostali jsme, že $\odv*{\varphi_X(t)}{t} = -t\varphi_X(t)$. Tato diferenciální rovnice s počáteční podmínkou $\varphi_X(0) = \cos 0 = 1$ má jediné řešení $\varphi_X(t) = \exp\left\{-\frac{t^2}{2}\right\}$. + + Potom pro $Y = \mu + \sigma X$ ($Y \sim N(\mu, \sigma^2)$) dosadíme a aplikujeme výsledek pro standardní rozdělení, dostaneme + $$ \varphi_Y(t) = \E[\exp\{itY\}] = E[\exp\{it(\mu + \sigma X\}) = $$ + $$ \exp\{it\mu\}\cdot\E[\exp\{i(t\sigma)X\} = \exp\left\{it\mu - \frac{1}{2}\sigma^2 t^2\right\}. $$ +\end{proof} + +\hfill \textit{konec 13. přednášky (31.3.2025)} diff --git a/stredni-hodnota.tex b/stredni-hodnota.tex index 16b917d..34b7bd7 100644 --- a/stredni-hodnota.tex +++ b/stredni-hodnota.tex @@ -273,12 +273,12 @@ Budeme pokračovat základními vlastnostmi variančních matic, které se chova \begin{proof} Dokážeme první vlastnost. Případ $m = 0$ je triviální, nechť tedy máme $m > 0$. Nejdříve budeme uvažovat případ $m = 1$ a chceme použít větu o konvergentní majorantě. Nechť tedy - $$ g(X) := e^\frac{-\varepsilon x}{2} + e^\frac{\varepsilon x}{2}, $$ + $$ g(x) := e^\frac{-\varepsilon x}{2} + e^\frac{\varepsilon x}{2}, $$ potom platí $\exp{tx} \leq g(x)$ pro všechna $t \in [-\varepsilon/2, \varepsilon/2]$ a libovolné $x \in \R$. Dále z předpokladu máme, že $$ \int_\R g(x) dP_X(x) = \psi_X(-\varepsilon/2) + \psi_X(\varepsilon/2) < +\infty. $$ Dostáváme, že $g$ je hledaná konvergentní majoranta. Z věty o konvergentní majoranty tedy můžeme provést záměnu integrálu a derivace. $$ \odv*{\psi(t)}{t} = \odv{}{t} \int_\R e^{tx} dP_X(x) = \int_\R xe^{tx} dP_X(x) \overset{t = 0}{=} \int_\R xdP_X(x) = \E X^1.$$ - Zbytek se dokáže indukcí s použitím stejné majoranty, v $m$-tém kroku dostaneme $\int_\R x^mdP_X(x) =: \E X^m$. + Zbytek se dokáže indukcí s použitím podobné majoranty, v $m$-tém kroku dostaneme $\int_\R x^mdP_X(x) =: \E X^m$. Druhou vlastnost dokážeme přímým rozepsáním definice $$ \psi_Y(t) = \psi_{aX + b}(t) = \E[\exp(taX + tb)] = \E[\exp\{atX\}e^{tb}] = $$ From 4a8d4aa6734b66fd12b2198278cc8b4e49a03d63 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Tue, 1 Apr 2025 12:10:58 +0200 Subject: [PATCH 07/10] prednaska 1.4.2025 --- skripta.pdf | Bin 288376 -> 301936 bytes stochasticke-konvergence.tex | 88 ++++++++++++++++++++++++++++++++++- stochasticke-nerovnosti.tex | 1 + 3 files changed, 88 insertions(+), 1 deletion(-) diff --git a/skripta.pdf b/skripta.pdf index b29051c4481c17c4fde07def1336ca679087cc08..6d1566d337dc4f61d88219063f0e649b645a4367 100644 GIT binary patch delta 62704 zcmV)GK)%2D%n|Um5`csOv;y%}lMO)-w*giHJ_!ZSF$_x@w?kh7O9ljiXO%6Nfdc{) zm!)L_CVwcClJIkBLgDOl&J- zOTpV|oYg9IAcT-*Am7N{VlO4+PK&k_w&rC(*@~8b#VXZetiT$$^}ok+OKt6LpL({{ z?Dl%m1kJ=}Vv$apa5ziX%~FxGEF$5YOn>5iJJdU~knuvVdPg@x7|HrK);qN*g;pQ+ zZm4%>baXrJ34*oSmPU`q$|n{httgJ9QoD9Qw>XU$n-Ip3A#;9r2fy?=m9 z_UxLk_sS@=&^kM7EL`Cy-SQ{;N|5*bB#VJeqq5E{1}!X>8i-v)9_}tSfAVzq({51# zjrHzl1P}x!DIn#&57=AGVD}nN{US+dS3UjD?q9nvbChcbtojJhTK=ycb6{1P*WPJS zD_y;iFv4LKS{ai9=ci*Mg@2U}I)8YdM*4QxU90La(!G*2GcmV#EJ$8xVv{w)V5QXF z{T>!QQv9YPsDklDtF6EGbd~g-_1?(x3Ed@NqFmBft(Fttg;&_VCUuqHbxbf7hT<5!Kgyq-Q-W@-HZ4sNm>=7Y|w!fsrb9O zXMw&)&oSQ?cn+YM5^1i|+JBvnsyD)h5lJeAxyl8GXA_isGxSO&i0zxUHSBC9=9i!~ zHNj=oz5vXnzsMMdbC;hSES4 zv%i*C#n-XIv&*6AIabd#jDUV|Xp>ds*%+xH^jafz5ANJia7T8c;w0S)6#qQz3;S=C zUSX+F3Ng=YHq$FEy9cvH0dqYw7^7XkQh#Kn7+IXN*uPH*f(XKgOQ0f4?Jp1a(%Q7@ z{6?#UusrQ0^a_w$8h>RQ4Q!_X#RI@c{H~jx8%%9cA@-96L~=mI-zn_mz(-!iP`mw> z)Gh%{4ow`AHox1xhfoTyltHN9JacSmORG+e_tMKebvBs*@aC$_!wPk8Q(qAVi0tu8 zP>-=7^@&;d^y%H*HjC6ULt>>mNz`Lhs~W}$uncD>%uP77D^oAUGYP?qNL#h_aAZZzslX7S_Dd)ys(m)m=UBB50qr0GaS~ zR3va#Oq+gdiA?4uC|vBXhFy7hdF#zlFJH1tGcSLzS>CvC!Db!DJMbX*%X!Z!E4Ki3 ztsdk)1YS$ZcYhfL4Cwv3usu3wY$V5aM+?HI{=cxhiIdR^pzfjsN*xQk5DQS`FUrA< z)eEs&8Do!XSLDoxDK0q&2A7~{4Q}SNDYifp+MY0A-T0VpVbipAW{?eN0iJ|2_mUI3 z4v4u*-S#M2&_V_Xi_Hg67*WtNiWWe1N_t;Eu2FQW0e@8|0r8NG3@wJ~GGI`6&)Fad z%Dc^348c+K!7!OBMNSi4&CsZ7`F7lAiHn0i+ubaE;*nCp989%yf8a1mb-Vef6}w@f z2ft__e$V-Hcq(X-x)GH+kC(lVOhHePBB^LnR+#*$c=)#Ib@BHC-=Z2xX~ z+`r3>Tz^mz@l;c89ye1?YGPUv52gb@#^b|5!>V*)MGPoQ-UE=!h?qs-yi24)49>nS z*&v_5BWQhU$L;0S3I#bI6RAG;>FnBv$$b#_Q~JYCfIJt{Pvs*>&ij>C(D-UA;bT4P z7_5+UmSn25Z1fDbgEW%j3B=BQUd+u(1bZPlxqo=D+Rfh>wINi-u_+yt@%U|nUK0wI z=4!*RjDk5q71LX^_7d@VoZlV4VXs!v;Yq~gX$z7_yVfSB%M@*l;Kgl!I@o$egk~(t zZ_%lS>5)p@bQC10HsdytfXH+jTSHD!IA9O0jIQ@O3|5;4Nz0A&J1_YN8!_ z$SlfwcR;24unPIX_f~^mRTON^eO|}hD9e3SgWE*l;zpJ;4gBR=Qdu_I#vWt4mF$hP zsgh%TP%D7_VjO~*rq*eZHL`cOP9cJl41Y((052F!!A@6kU86ApQ~6fwQm&4LV^S>Xi7)Sxsg5KGlz8~9@;sm7)y*-H|_VmS2*q*BZbZ1Q^Wq*^; zOlC=MfJ&)VJZt0)18$51eLgE$(85NjhsY18d;A<+co}-HrbM0awTn^8U=xo?_xhPl+o@uL%Yk!hz-3<2FKoT}3>oDVcTT@4KTr9PL>w_hBHYH{@ zb$Fn3zPa?d6XNtP7Y2nxl{}-eZ7A7-QEz`eP?PG_O%6TwoF3YR1BgmPo zj>C&Q@>nZYPOa7|3Q603=Fd*^u71l>C(V{sg%t{iKrgsuGd>1{bc_+qUSV6s}}P#U&G3 z#Tkdi;Au&mSf8bAs|{7;UV6AXe`DX>S5{ zkh~y~ij`!s+0uG*E-iV5nmM9!^mR2&SNX+ys;b1bI_i3cc-Y`~ZT%lT==L!begWDy zjJkUrGoD+N;3sr>q<>vgXF-Qpu6&p}J1Zq<+^NVGv$iXtZ!;w@FGT3|Z1Ks_ilg&W zAYYAh|3f8_6V{Zn|3kp*I{u=xJCQVLOHAZ&-_x(I4eB}Noi-q+$40Q5tMQ$(ToMIT z0(vCP!J)2eUqCCo!M_;km3nvU>JE!#5UQ2=-b${w$3Vdy`m=bW6rkInm zeBeMb-gZIX)#Liap;d^g6UC)?Cf97enUu%!wFo{Dg!>~82iP`l(_0!VAkT*xa1dDDI`%FPZ|u}^__cg|ekH9wi0lOxm^BD1SId~!yK{X6*q zcghbu8k%oB*b)#Z`c+~f5ro@FD#eJH64EiMZ$Y&!+|rA+TxYlj-@A>r6hPBeDebj& zR~<&U*;0Vz)Vd%~ZEbs&y}^BbJFlN+n2S)o7EYC6w}0yF1UeXwuCXUqS^ET5jLiw) z{HCavcDG9}!;36V*GK zY&oU+VSkd>@$o8(_#l@7EW3p&iBR!{xLxO+9kg4g7p1%^P~+F3qw`#XToC$$@#zjT zg0RZ{pJyHJ)QVP>_HPBg!)s9pTM}=*OL@={aCDKg1y~bnct%N02Pb*N|O0DU`EtXtpB!@83o=pJr*Z@1U3NEh!i2cQNM#Mrh z<|CDhdoI|zS$Ux~Tr-4q8Ir$;t%HE7mGId-ITOnurLm2C+BG}iLCJ=on5E^5`bj+C zk2;D&BAja}D|vJpz-3l=+b|60gIn*Vjeop|@20rm>c>+RU|s|~V4}i+eJjdCzL`}M zfAB zM2jZJ4&r^I>eiwSyeI2XtXRlV@zvY0M)9;jKIpWwk?<-Y2E<`pb1e>MC;$b#jF({Q zr*kOaB!CgZDz|3QaN+vVH~=$}F%|AGw#M%sO@=MQgt%ilK131-NZJ! zKqs)(p>v+IFBvgV5RhUQoqwkQ%92&h`H?HePla7YOhj zkM-2!Zp>)&)9qd+Xe-wQ#w7rzVZo&!f4!=DGyXD>J@X{v_5YHfK41$_7i?+W;YUt9 z+;Er-NM&_w`~i0BfLNs6!dwIyp?<^A0O|8L!?9Bj;D#X4{7nX6(tn)#LiDO0Pu-9V z{JjTS#&3;-HA71FV`zBy&|oBg^_~sgp0LZbnoaSHJ*hgG?8!aHh6{jocRfRM(O;ks zYM>q1?OLf9k(GtoBbIC`Vph9^6vbeWi!z6XJGShu!J0UZuF4XC7Q_^xl)H zi{w8W53KOJEC(#p7&F1=)~2~r`FzU@h*Mu?ctR7ama{wE{B;KaFfUg`mb9j4q&^9b&e>M5T z(b3|aaeR1t`|XudCg6wgb94RO+uvd!se@ah=U{@2Jn~|K4d!sPX!SP8xK}^CE}g0C zY?eqSIIKcCeWpt)_~uWF|#f4d8sN&2|OGFv_zar#(m>bdSVcHppu5Xc^yp1&SX z%=oOyl!<>B9-dtcQM89+v)OmAXYlgjHC@L*!=j^N?ts1-;zO&&YNx_K7DBqs`bArI zUI<%jPki}qe>vU)rcQ8*ee`lqtbAUdt zeL87#B;%K8oCBSbUD&!9in#Iq`bbfU;PFb`-JnI`$0@~kN?BdM_3D~De&3Gw&1eerfI|9J7FLO2`)sGYQZ)ZO3_x^OR-0NW?F`>if9?^=-mpjOuHohJoBY|_ zVul+L;@3lI%Mjqvk_MGn9XQkbJ4J4Y-Xkr+dUo<*>;Bc4nnkCuk3HpQ5fhi7Jjevx zW^~L@{)x*7H2v{z0Pj5FS5dGT4Dk-N=6cadnjUS9NDZ~&uyf7tQZPAU(Vu7}j@ z7j{sSho)ynM}uC`pcTD>9Qm6VpI77vl_dmWlwLd=h?S$(OSF(41txu8h#?eWuza;K z2w+jD+S(N4-?Tm13mXXel$FTrx8>V3Hup7G8-%**Vh1$61fn%Ul2;r3O1Jd+R=&*C zx6yVTb}9V|l)R8_f3x+|WyiXok!ie!4Nf{BnO7xrs1qzmClM-ga;)6RDZ~QvM!uFA z1PLt-V$aza&NV+0F@+rw;(-QL}Wvx}}$a(cxD(84x;l96BI`2r( zzpmP}y8$#xBV9g0zxGQw+?_QbuDdB@525v=9>1*E17Rg(=?%VTc;fu+zv&SY;RX zal6p6n7oT5e}ozc(tG<>h_(ui!r(^@+sbfs=Na9Hfu^pqq7}8!8g&^(9?B-L91`1x zeLB!kBtpN{GE22>xQ=%+RyJA=;jZ?qoGG)_-Zs=VRHCVt)4GRKPR;#Iy91d}Q&kvs zbVVcGtvgk%bW5wO-xNv6cdcZcNL7xq(e5Rndxd{$in%n1RKewJmTT* zLX6^PYf(hb!$l=;s=pAkzu^9OW;}KRFVh%49dBK$67$&3#&xg`U0_j0!2|C>RX+n; zVBK#48+1D-hQsxUJS=EPY42A0kVBzAR@~>qf2np>H9{**P^2zYv|)VfVNSfZOe64) z%6fWJUg-t)DsSsq*KK<)3CgOCtSxUOn9RVt>k-SaT9jsG3(MRMIWRljX77z(?Bwhx z&B2-2arB>Nfq*>q5bD{e8qESJ?855xeEE8GmS9RBEbTm*RW0aj8(drU0E0h|GCKdz zfA?$4Z6>3lob2i;6|GDR2NMK&DkCtmsKcTPZIuD5!lZ0s8Y*fv^>Ebz?tMl_OT^mr z(|yJWv(G{SFl3u$*I?tg_@KQ6R~HomhRvmZ09^)?Vm4kPUuUI$8-3D4lxkiq#f^)K zSle?yFmJszYqxuq9ab4v?s*PfM-p>ue>+}}gTwu%)o{}t-&R$ZXrNMWQFp@#hqoXI zEdrLp0-a`bn(CV|qdLeRHRJwa6t(U7`I|9nc>(S*fnS`X5`+Bf>&{Oy!NBj(AxczO zBECdw(V#Ad-+>13j24$=Yi|9H9XcBzK&^@H%szkuaGI=_tbqL_@uK|+;b0)oe@u6n z?;rw(VWIp{zi3owkC!NsEe{_PM+$e-hG>8nG6Xp+LZWGI@zQM);tPCXDD{S}htoQz z1X5vv)WJeiX9!H3I%Z_x$p_apPd(5U2t!?Aae)!CGIb^f!};z5z08A3ce|_mDmx z%E%*`xG>HPHU>$~BV^(#eq&ahS<#vrZz^hZQ~EXZ*b3N0A;m}zsZU} zdy`{&(y&;(NRGUVABSiP@R1~Ixifus+;3D|_4^-QkF7{ZKXR?c7$z=ke_X7Ki6JpW z$<&`PP1+w2nAuqF)1<$fq_n(`E4*)q;3VtojovZELzG>(PuW39m`j-G$4O?>MXr|2 ztM6U|1OC+;`4s?Jt4U%@@I=bk2f*IADx7MFRUptRw)Ai>VtF~m{@i)yaY;EEM@8%Y zI3|i?=6zvTD0FXZT$SE9fBQ!UyCR$N>AGat#>$Gk1CLlOR2|Vdq_8K!hVW!153x1R zb=3wV&;lxnbVgSN18>tyq?3XMXt)Zy8Q11^#(sYdkf>7m0(WBIoHGZ3o{vH-Pf0*Y zLK2_)v~_6nt~f>(QqHpC#N=SrcjoA<-sMyKL@r4VEZ`TYm#A5Ke>p7<9^&Wk@KwQ_ z)ZEJH_{anzWkXKHpqXmgZ8}*sPijvBd3H9RPCg-lVA7`q> z0uvs@2{A{oHmqB-xy2DL8X?8oZmzAq+QPSYcU4Q|?C9nSrjU*uWKf1HhGC^RgvSan za0#)33H;=Y@W9!VpS&uDQXxUCdsYK^kw1AM^S}pP5hg zaDvWPHQ<={P$OL__Lb9Rb($2xH2aA3?LIBDMcEP`q@h$JfBEZQGN!^fY-?j~FA4z4eqIjN)4npe%z z%-e&6WuW0{e}}!5u@lq<7(<7G%}=$$>R}pj)sjgGQ4OJGM1^V>V91H&UK?8lx?7Qj zO@kwY3Sny(<+bv?QrKfAS}-`)X3$^v=eH9nu(_$C;x7}C5-4g~h0{aolJ+HZxiIN8 z@HP-*u=IRSTbnS`)2XvCgQiO{P;T;zO}al{j724rBxS(>k7V;4W4TEQ+9R8Sp_z*Ut`{ zH;Piff1htGoG9@iJBs+1V*RWs$;y$rq$y!RDsC#Xl3u@Ul4YfM>5S28B*#mNc4*qs zF32p1W&7k9^G^C>3qC$V!+kaMct&NZQ!_UNsOq-lx#iq_`79XLg`c}7yHLtr2@AKA zxBy3XEHXCc@Vj1M2TN>iYi@lrI?=<%f;y!;e^#tbkph1mxr5q?Xwr!r(c2s2)0`SYI>D>or%>s&1=JBV!%RNOc6;hBf(YQw0=0bp~Y`c_AFBZuy z+Um%UP$tjIYQ;*Ogo@z_#!XTGW_TE#pY`CV`-|>sj6JL%XbBZG8ODmaQX`VRq*Mnm zf12`0ib1YSDgFc}IUZ^9PgI3B_5EUDrnJewdn z{xc~y95j(6rSw9OQaQ}=VJrnnVt&4If7Kg3%cdAOH4$5sAeHqGCd3aD%U1=X!;TQo z=E3hzmO3oJL?>c75+=|l5s%lB5t5|b);vdL3nWU^uu#t!J6`-_h(ry_W|#8?uMU%F zjSV8jj*@)B1pW*cgj643pK ztq45}!+)1$+-J#Msqkts|5OqtI2}=xbx*=TIkYH2s9ZwA9gq!#8|6GbmKdU^*83eie(jR67?t<0kvcqhF+<%z=uAaD{dP1(igdhyoi8p4j5~K-T zq~$5X9ChAarsf$&2)XEOujb+Pf55^@r7>eQ-^+&$2uyfr?yZ*m*$M)Qa_?<&F=;v~<*=UH2{z-2!n+giJ~0wsK9rhvdrzf`IRGXC2A# zZpO8_nXx~$76vb%0q4)zi58%xv>M7Q`a)S>57A-3)U10N{4gOJSW`MhKA~#e%hKSk zqNCEFWXB8$tm61;>j*{H{l%yd! ziDnsjtiwkm@qEvv0PVvN^_nC~?xcdqi0zL95K$~s*y*ihb`?Tj_}0%-Ozp3v*N`d$>xd2cM?8v zN(|rzZx7DDoy6YY6Tp-9I}8U{FoygT!@XCt0ZGSwak<~U=-}!cK0`XSdDf;}|DlDn z)R!J1VR2e~f5veWuJmZi1}dLPwDx}aUxsY%Bn~Dwx-L={LGB7+?xU0@RDu~ux}4e?{~3Yib~^&(zF)>cKn&Sk8Y0w}RmrLxbd7%vjC zB(Lij_at3?k%S#baKuGDEqi!*MyBXso>>!ne5L|Ze{$Yl#K;Yh$1(Cga-K4*Eg%0w z^9+MIppcE;ov{(G&GgN4vxJ>gpv%JsFUK=+!ZSM~RE6XSbUZUofJ$v6%n?cvWEfM% ztv8Trjbu}f39RrqCG5+cQT4J)*4=Z9ai0;sH+MSP4A2up2v6V3yx^x*QG+Y0J8m=b zd`fpkfA!6HgWbiBN2jx20wa@bc9)~?LVxu&jrFF__I8K7iZgUQgSd=qEz|=_^M0D_ z##$$D$@G=67oGfl7nC$?U6@w-5jW01o7{wvo1|>S@w1@Kc%rIyMt6!R(x8E(yUi?abD<#r+8a(I~cIE&--M$;)PvK0gIY17=N)3VlmWZ)UcnPpYl+Wm@&C`o%9T38 za4IQ-&Bli?*rN)$$4|aSvEkE;SC4q|fAs-rxP2tsXcKl9Wk2Z~trI((yn<*X99+sg z#!_!yQnvX9)y#+snpWnS-mmv8w|wruUmsmuH}tbzbJO=+b33wA<@wtDY4&_AJALN) zTDFgRzLw+)7ip>cvR+gG=j_Qt-mjH>4g5~Ie7lDs57?Gn)wh81UypciFpW;Tf25o8 z%-!k}^skdv2<;=EhPF4~2G8Q<%Z5>jHRb8#BdieAZ~xvaD5alzdZKXhdk5h^pGd>173{XY`&8xI13bbQ za*0mcEctjo`$DJmksPt@pV{1+FVBvR;ulA^A6uKxywTY%xohs0JmL~cIa^U~juo`3 z)zrNF#w&;Y{uloTdyC`Hm*$NEIRrB_GB=lRssR>%jBmRLh9Qf^m!s?5CZ{n^KZ{rd~~yWn)8rWvet+VVP?C@YOw54iRY|NgZ5{mb2N{%Fh&w>){?y*%!MSHY0AyS*nBJbSx)dHD8)*8E26sI~Tl z@AzVW@kvMgeZb$WjWhWBQ9d8`HU-QG`hn#0D5H|r=1sf9heC@Vq4mznHXU02`lSn z{X>*{E@tvyy{zK2y*Ryr5TgydeG1Ch5K?`nKR#Hq7LE~mRv0S(WF;=sUMq>yifnSw zp+d|#aN@hNbK!mF=ws!m@XS0!dQmtlo2BEH%pUd>Xj5-6+P8%)wr8|a(HZCGrNlOW z&@I$jd17tnVYaNKXv!obObh)qaw4VSVZ>V^oyc@z_2(70b)s1Ra;bDOh^P6AYD4hT^1eo(^VL7 zyV_F}ZKhPTS(6b;RPJOWI*O_kLm^`2n7}5nnTYi^LpfwU+1#*&gd-ds6v9U9I!WP1 zh$QTr@BC+z!(Lg>sVdVQHCZlHE-4nd*D-(HmN$f%9QhpobUpHM;z*M8%!SF5$kCAj* zMzT-%sMws9d|{sVlYv2t&l3lx=zS>uF@q%CBDi?B3Lr8!bcHkdj-5khhz&@TS#wnX zai@Sp-0r_Sd?+?P#eN$DD&Hd%on$Myb@J7YR#nuNf#wERmF}w|95Zyh{?gGc~cekO% zsPRN2!A=kmhk|r`JcC)Rq7=ceBu}{D|OMMqaZ(ZzUmO0@^uEqtMaXNyu zL;`u-zwZ~3iz6d{4jAN&3AsT=EF=yekNyFdv3iz`cbEG(utae)5pW-DagmlT$1iOr zg_Nqz+`YQXgS-mX1S>v)eaS5DUO{U&-Q*qt!o%Z$^^qc_Pv9q!slr+Lg`a!{l^rA_ z^0g%+Uk#vWu*l#(u4efQnsxW;e$1H|{H}-aPoDmMJ$kl(1Z=b1(qXVA&yH7Hy4!rV zMW!Lq9T|rOdpmxwiO$M3kJOtqTSP3|`R)Cd#{t)o$b4oV=X$+ZGcg9XVcIYpj2{>b zGJg}CZezc=-y>MfD_G~tKG76vzr4Suawg@7IICQ}$7RQxZC!t%-RUyzu!lyfkpO?*lJQ3Y-)4;G!G5e6mhC%aS%w4u^2paQVar zTE$pQcX{aYdm_CYZgKhNmFpkd&Os`FHpXjQws=^GY2>n3t_e8PdEF3eAA0<<76lPZ z9&F@34FVznuz70#3ABzdWY>t1ZdOjK3Ya_bHz{R zlkb9mO=>`KUYn#66P(P2A#iCkx_RZ2qp)K8D$_#-q+!{;u=S>1AoeG>Dyd%Q3T`#V zb@kY@X{5I4=z8~eB}nOQ1%vUWK6khYlS88rwb^<2S0i=k266|mJgS5UA+g?Bd<`U} z9phQW=tAf(pMm8wkrFn2dRia-Za^q&#K-o3_5QSskp>uMr4Kqr;z_p#0bz;ZpK7O9 ztMV|i2r9Jzfu97KKSg92#E2Ob-==HZ?uUVz>mk7f@6(O^ND^Cx&H&s8g8dR{kWJLU z*)MSzk@0w^$!?PM7s*}&@4wu1gYZ0ZXcIF|RLO`KKm3ft*;0+qXxg`k8|#qF4r>SQ~}AUvIC?E912J$S7qW(p)Zh|1E{tUEB>$0E)MGsw61L zDILcvlOV0MA+qm_yUdU;1ujjc@q|2o(@t#!&4ILLh1sAMPc=zd^3?3vd-J|d8y55r3vl=#6DOh z{27(dgVJ_a{$9A12Isnjcn?Pku|yY7{C=yH6h{OaK@i=*;Zg#65h_n7m4vjMua1!L zM|@cNy+)($}`%B{&aeLzTo6Ewg z9H;jU%&VfUBj@Q-c0QEDNv_{{)$i~3);Sr?<=gl7gCiIV<$P)lbGK;N-7?w6Am@Z93>!c|>wQ1=Ar!V^~(4J&}mtt!9{Ns3{7<&p9D#lXSTK5&*(1JQj5$SqD-@?elrbe0hA<(GhW^01)~5^XPB4VL%^$JfG`PM~u=Fa5;nq zZ=(IV?ECfo9$Da^^hj1EIyw7&F8+B1rYo(BHi1~IoK4by*V}~EUO5;BU1bwJk(+Je zll5pY0Asou8uxnowB<>`WYrnInG)BQ9Zhc$NUyCR;W9FG$c>^^5FTx$xApb9jI~qk zN3OJwkMnT^n{Wny=asuRV=y@cW|k7m-g@X=G(N5{SZ#?K%nt^Wz|Pb8F0U%qI%yY9 z>s48+G#rG|xir0l!u3_nI+rU)mUFL(b>??lrb#_#FAu<*o~yW z9xwyO=PUwJlDCKE%VXo~i1d8>yo`@>YJaWqIg0c|h0LUXe4y~ur`YmZuAHCns)Oej zSkiRcZ6=Q4=e6{G21OPseFk@VShh*hOk$&lQJAdeVkbH!pZd#V+|?0DtiToR|Bt(# zM~lhpVW9*RO!y^rnB1aipKXK5>ro?!^tZ+5+Fvqym6G#o@GhF=tCTFQkbL%KNErfD zL2mgnD>B@9rFs>t7CI3eSHaR+(_T1W)vCQ z6@M!>^oL8o@^M)GRLCh)<^#k2E#q>2&ZoIT7EXPC<5;McA5z&Y45c7B1D{mZ%qRpb z%RHw&&|XoZbXxYAnv4(q?>n>_YJM>y)w;Bs@po%-F3ruYQ!3Wqi4dA$s>9~`8`X>= z)#~n}ya8T5?c&wj#Rm6G(s#nSH5R#(wZ2(^P_olI*Wdi=e*;vfFA8ODWOHm@_&@cXL;(tAZe(+Ga%Ev{3T19& zZ(?c+GBKAC=K>`JGcY$cm)d~>8-GO>U-4Ln0J{Nl$|j1j&Uz1$#>yo=EMPm2$+oQEvfE5wGO(KMTndVKX&vAp_iMJtWJv2Qf0fy(n%yh5Iwq{1XJyQQSG0Y=J9ND$~WyvsKGDPLIGn|*adb@7zi%3~=IQ6uzyZO={OE|{v;&$Aod|=Lt`=s^5 z-85Fq5NtQfLGa`uZ`bB+l7GBjW-XuWLq3|{<+Wr+nPd97YaVUG8Y=S6uQpagunyXl zGd_%GG((YLX5}KetH$1&S6+w{;A<74By$OrOtBIr1#&N=tv@8(@W4*G?jeoLAk!;z-`?9!M z$jI9m15V{(4?eFAjg}cxHQFmvx&otTJV`pyxt3oyNbziMFj`Gh_rVgo_l77j1d$z z6i8`+j9qPvRo0qNK!3)(&yEtruXlT=kl6+Yx|5$xXK67ln=;pir7Ul7gfJmbS%mhmLLVaD?GxUBL0uDl_0F4pGxJZ%w1{1SpUqX<7W z-8Cu>;6WG03tG429F^mc{G<+JGfd~LPcS_m0l!gZGk?UYCVe_vwxj8^V?Q|?!c&-zE>H#zb?I(@z zk-1tff25_t!(vMueF3y>KH}T8piTZQc4TA0GhhK7;VhV65e`BW(9mWp_*a`%<@dmR z!GpX>et#y1O^IF`qZI{qsS?rw;|rv1YDnoA*P{+?CX<4=3h;*FbCFS2MAm(CE;?Iw z*XH$56li^*OMK`%owet>Mn^~0Sf|XU=kP^3}#z02_LV6-%e+o zlJvp{gkKH}FcY9V{LUkTp@~onz zytg^)k@p79ZT4Y*P|&FD{Kmkq^S7DP6mA`5gwN%qQ@lpkqQCmwi*n9R^wD%2h`}(+ zn16SjG`Du3SIwEKGww!zKgM4&HqE$2-q zC?$%{US7-j+<{DzJiAlNS-51W7PrbESoI0?|d0hV7F-Mzhr2lu0w6s7AhOO!MXn+fsE(Qo__Lj}} z)Xm3s%7KgnXz?vL-O=5B?hrp1gQceuzawBflv3rs#;agcJm*OBYV&iPsaG{WnSXDB zr~bBrVMPJq|E{bHDqAfK_^b_SaSg~alc-@X_YIWW4m6pT>>iJE2V*2!_9BqO(n8!HS4zMbYd z?p>ARQtNuRWJ!`=jaly~#OlHvc_NXSH26bDdY)dRzQnhWq>*mD?Vv;Fqj7KP}m=Of+QgvkaKW`u}jFl=E3PY}QEjTP$Y0%bN_e zHfIlhYn+zLdkfQMn+dwCe1Dr8DQrCUet_Y5$8`9a?$PeX zmX4ud-|nWcz}4XFDF&8;=S!^pDSZP+bIr#!0KMluNx_bggFMA~9-H9Qy1?HKab?K1 zEWis{PdYSkQ|>Wm*2cTWZTA9o5dNJXXb7OxOAYgTpii5`o(DdShJTY-)8aGxM4Gn+ z=5!`ZZ7SGFjoUB?NyyEWtuE&dDxeS&-+J9Gr5<`3%4)G2Zy@it+Riv6CGbAKv1 ze-XCC$|1nni%TP4VM<4Jz)#mfP|kU()7&h3oYH6m>zbvhwwVMnI6UHrFcQi4g2!m2 zfev3oM|S@8JP)ix(SK|br?_+eSvrAkUI$wr4$4D{jX2@0j@iHafxeOymJ~NCeS1qNj zFn7|Vr$->8VJyg9?29M9QH7)>G@nU)J)7w&{GcYY5K@)1ynieiwc~R&<+>?PCw)pL zo$5Q-SOV+k7#G((v|xF4_nIUM9QfpQeN>5|Cjl!XdCD+z6K4p947*Pf95n&~Cvfr) zKmv(gQsJC^J;#}Pz4t=kg$_9?^5~KfFj6Qe8hK`vc$|l6leZtTQV0qfPE#EZr zSBN=TAD6WLWpsz*k+MDnGqi_CuvAmEhc9!j#3@~*kT1&)<(keotZpY<`MR#}aJuXJ zHq)S2ZQNk#3p|NQL!Z-xE*JDdeaV%pZF6yWDt+zotuULKzB^>n}`#TmYne?i=Pgm7dc`$s13=b zP6_5EYnW~-hJ0eyWIO9dDmjF`t2>f7mOf)qV=J5tSwXo6srsddaO85I{H%*QjvSzL zP*)vF)$Dreapw8HtBxjJ0%4Og7;znD>yKWRRDZsnrCvmIJG5bqf?IYe&jmOASA+er z%+%D?!tD-o4k_EI~A}vlC3Cer^Q|o^W;)OCt;- zf1X7i-P{qDdpg~mwd^;)F%DqS5+?^EY8RW7tvgyQ_?P2m8$;M{L3Gyo0(v+h+gMVGOPFMk=oN$IA{XA2uk!cjXkPY=mKW);lW zqUN$Zr7N?;uPe+QOg%Q4FAwkcWd3*1-)GPQ@piVs$LgGn0c*Wbw-idvng2l>vtcf2 z2##SZ^Stn;L~uyL!8&9g6L9}-MW~zS!_#LwV5X6LgnL?V(HVTD2O=STl_riclO96H0T_@6b~f3=eokQN*4}Kj$)fDnX$nAB?AQ%0NTKb+qeq> zd*I-8ApBy0JMe9m^Yy199d0D3uL@-b(5t0L7Le6K>YN>LEsGi0i5=VlE4^#6I{9;w z0qx9gDo1BBx%($wAw`o2F5k2yC*oWu_{fV;#HS5Xpp*`2-Y$bbnTU_srir`er2n_> z0=qHENK!tIG6V;jMX%KTu(UN#zKV%$|F-XqhCle!h`Wm*~=PM);&N`S70uYwx0$YN0u_81h zQ;%jB2S&mj_)0EOem#C8S}MZ{cuWQn4bx$5j(r--v}cul}!cl zQz!~r{EMLFu%JbE6aF=dAoa|$q^@DOZ`9=D0O#~w+T-VFmUDjy=FH+D)KJjx^@bmH zQM2NnYp)-uoafZ5Kq#Z^teXCGrN|YDeYMTEH7D&m>4-pwr6tOajT;(rYh&e?C{wvgFc|`A$ChiWIu>HNJ-Pl%~kw1(|XP=0wCV7L6b}Ed3=KK4GyR7Fa`ejR< ztnQJ(nr5ed<;G4YbJ1-@cWDjYQfsQBI*`!CFb2#+!pb-Oxp16;;EJgsD=5r{zT~^N z-39VMRo|K@Lu~YVQCUbYDGoJu%X5mgKrkCm_C$aU96GE0*4OI zQK|c9>69+tnow@8J;wv4M@-G79hZxNfbG`C#j>=nZA+8Bjw`Kwnv0)vL3FiT2{7gx zXgmtp@`5{_M7R5(hkg4q&|&ms;b!U0n?1D@=8-dFnnfJGE9b1J_>VnGV&ei|ExI2${+b_VG$Q z@S}%*;jQpQ`m$!xSeTlkHm#tw6aiV`z{|Ws?dbiRq|Au+=mcBOSyu-q94Z{VYcDT< ztTEjnA~_OoLM_|Q?D}5?9K_h7M#FSv(WS+d%{FdO(`j_Pn_BjEt^SHFqF&{GJ?axu zq~t}AyOi18UnlSxC{Vg|1zhSI=(sZzmxZgHt>1kV?Nii5nw{&XJsT1#Bmqadzqf&s zzvWOdqSs}%rloE=Xt!wT_nx8v%Kf854%;U~)7OK%erW5@ZeEOZA5gdq`!*{&X~`ty z;n#bWa(9S4uJXi}1-_U5ZtmAxtAY6q3O?S^F*ZGR_7t1U$B8J0)>D+dYR;fJ@YT6> zhyJ#=Mgt{VLt>+_E=3U+D+hFIVUDo1f%VqS$ANT*bdo-U?T0ybp87&`AnL*6*$66gh_FHiTqEo+cVd7b=-dDRrRVUhnQ&_MP zFE{S>+GRa8uUG}&WjXnkmhQO2tAFkOK0UkS%TMBQupbtDikrwuJ@LwFz}6m2l>t(U zZ+%}bUQuNEda;k~}(pC5B0h&0WCtk3Afuv*AN zC%HF%z%mb>)Wh5q)+RDSn}NTeNrme#P!l9HaZ-yaS?vO)NEolv=0|f*5Z!C95<(N4T>*7Z#@VnbUCXzWc^2=;>PcR5+PzzQc;cXLVLh3 z_=}!+TW$CFx~3R!i^X%sLdFSYuc-0NM=coB747Q1${!o%Rpm}1L7O9V(Ffs^qDd7+ zzB(klv^!Go4|aW_sVTQH zCK=|KWg%@3fi6UT%OhS)1L)kVRKxn_sUN7T{dkx)3HfnzZ;Rj3GNXapMD||(ADv%- z-EaDX{|Ea66;!2NJ#&%M>2oi30>K6Lj50|**HOH1rYy)kSyH)MHO`> zk_cMRH@EA`4<`%VN>Wmi96NEuU(oyEgCfBo3_MG%IX(N~|2{t#6FvU?;St|24CXHH zs^F%f(Q|M1Gb|5=-RduwSUzcbanfJ>+^yZM_?K7Pmj~mQe|ku~8!U{@-Cd4)6|?4j z+K(5DPR>U5oR54d~el6Ki;DY9AwC>(UTwRc} zF&_o<>CwC)f=(7I5#{x?FPsY{FZ$QOhTZ|j1r{(VT)?=j)8UH#&p^41^|=7fw+3_D z$-mjQQpmj$^X@BnMM=+|+Fk>nB!GC{nbea=^I$gGHL5=qvJ&1#|8jbm;8WFDA&GC; z4wIUkD*8n^ihjiWUNM&Jn7Lxp#%#dUJQi$a$rokq=z)#^?Ib1``Q2C;64sqBj1J5R za3TZuhH}sFiCC9tiA@pdH<4y4x@4JR4c27RARQos2Z=D{L{As?=^iGU?y{$s z))E)NZGw0Z8ocanCHQE|{C>*zT%Vm_@gxH`%E@JNy?z(``jRM(Z3`*SULMOQv^E!T zdb=SxDtYv)pY>Jr$~xyViAYv(zk7)jZTDFn(o+Y6n0ZGf8&LCF;>7>BTJMoP@slxuTbu?S|nWNj=+zrSuqRanhJK^nEU!$T!K(R1PGc8dtX5c*wr%!%tV|WMH3h zI`En!!j~zpA%PRppgFRSD_y-m>TTHn#w?Nw*0Ptm9bANSX_$lya!$BD=*e)VuF`0W z=2oOro!%+uKm9qasc)^_fPr(0;1viIMg8ZwVKr$FY4ei#C<$2?vl?rZY;DXbMcR?Q zNyTm0sQauR4tnb&i$LyAN%?RqLWgwKzVvu6SBU*?6? zg)!568%VQQ?&0Aww3|5fCT3GPKD@;Ii|El)qSnGp%V?XRYXd~J%AmM`dI2uvhsC1X zXb?g_FsW|5p_YFc86{wMA=r+*!wn#WCEJL=rR@HVxM3%8N^ZeXX$oxJ`t~gm zG9MVPtDZ88NLN?)-qj3m&ENz?N>!gi_!h|6kv>YRmHmzJNke}-j9;)h?0--6X%BhEKP(~ilVLv1!`L_Y@8o1+(jNWZ`t;%odj z>7LuH`AbW<4g9Ga1$)@qjhZ53B25Lx=SGyIxs6{spX(>Y>jT4Cl;N+ql``|b`c}DT z0AUKc;nISAP5=z;O6v`9(uYiQV$O8)haLoZo_v(5X5{I%7QpR!ntz(M@$hvd_7U~y^F_69 z!8X55kLR%3+`Y0A#ZzRPK#SdkMaA#jM2oG~kNjEgSkUsi5f{JD)AFHe(?@OXIlOt)YK^#Niv6WbWCLk3~pi0Juw;yPbH74@-?E-sru zXNN7$L>eI%#_d45Ppr@hDrf7h;R5k~+df_OD=)Cs< zP=o%33|tJ5r8S%zYOG2nevk0l^V7EtjkgyM`VxC&Uhn_4=H0m>l2fApm9#nJE|e24 zmj>cPk7iqMPSQFR{0qCz-QLHZH8H_mwDRuihKGaMSS9i2yhfj($Sa(-`-~VhqOpMv z{cJk1O4J$HC?o&=i}s+i^yT5>uM!+@8q7V(OGC=_*F^|{6A8&Hr3Oo$++TIa9UazM z$}>8AyB)pcfLXKB(pMaOD2fmck+&%~3>dMR-&ZO?$fVRt7?Pmvj>qZ3r~*yy#ZGZm zDXNVwLB82)(K}}|JH~qA1ih3dh*e&82nta5@jK2?xmgu#JAf2pWp`a) zOKZ>av(=%m$4dD=xH$sSJ#@Ei5=NAfrZ-Q%0}lFj`EtyJD07=rx_j+%)?OXx(6otu zhpq)Eyu;+;XD22UpR`TnU?0;KlV2Tq!pvH`bk2h;;4n;@nKYV!U-vGDPDSb72onAA zOkh0f(T?O!VD>G`-r?P5dRUi-RKa!Es`t9?Jor&zsXGuQXtSgl?;>5uVcxuEA0#>>-#PR*lm`5F~NI@MNOr2}v9mw2e2OAxirD<|C`> zq3J^N*t|Kt62M9(k@!PN;0J@My41G;RP%`Juyp8gHzPvs@W6@u%HSc=QQio|k{c2$ ztY$>jFkCr;6yQxURkJuXo|5`QkUQLAP>(7e%_3XAP@%Y3X<++K9ddDd278#eDMyLw zU4SkD1QHZmLh3|cp;LJRwG$EDl_jF8`A(FR%{PjC3`Eit^YR2tE)p|>8@&;zkm*uA z;RTaBs0h3yT2$!R?|VTohbG@k;mo3EwOj@mgW^(^#ef{eMrX;0v{Vmb*3#7had!z6 z>x?wjSi#N&s?dmu;1WpeT|AOv2(roF(^$+}M@$^S(qUsas+=crC$^khQK)V zffgu+&-tu4oIT@9_QOSJmN97F-JBz8HYt{P^>13NLO$0UJJ%S%heapA{wahNW+)?j zB^_ovIm4^IF?~udz;4*qU@{9*5rH#PGpi(;l-^?7q(FA;3=&p>A{ zH|kC{_be&eEF7&dRdHM^@EWWbsAtk&@c7UDs92`_9g@CHy!Q}4s@Un3h-B3MDjosJ z;f&?V5^@yiSklVV)kl=s&Z}MtbYqlPko|*~;5j1kdW>HNt>O4XTb!T}Idu5;o048Z zjryyuV50j`mz6pw?p%RIvQM^btCL?MS~ivjna1X_oRXZ3jP8!LN4jhZ%uCafO^!;* zz9afAW$j6?iLtuI=H}-mqR!Fk6oEin0G)dYClpjCn_!lD&`C(gDZHLBNl=w_Wn;P# zfk`r6;K-UnLs9y%HsAg9_TQtovfkd_U;cMjo0pr9@x7mi)3QL%kE^<6B?qCuzW2Lc zeYOM!dS9P!tB=>pVBZb(g!)Z|48E38W-h+C91MH>T|C|$t{tuf|87rZZTA5Eyq+hv zzgTgkj3U}hBGLLNJF+>0nn6ctJi+O7KT1+~r4R4@n+Fe&Tq9 zChL3tjWN?piW@yKijl$X^g)-1zIf6zx0BpB7BhdJ*YoV_df$((fDS-=p^YxWeO&YF z&@e1H8CP#!FWontJqb z7V=}cVN&XS5$EdxnBPDp1daL=U8aVyB1yeTP4MV`pN{A1cO|$6%ldKpzZExzOcsY? zd-+~wy3#RNk+j&srU9`Dy|G#wc18>FQZVTnFDE1dV0*OA^_6XpmP)dgsIA2C*&KdO zN>V3;Ma0Zt3tJaK8MF#y$11~|x%1pLdz^3dXG&m(%o|w`#G!(t$c=(Sq+z(0>@cH&arbU|!yjz&|%q`9Xz>9cegrij74BMiR{#f4gIGl=g9p(DqNcz$3^j$3NV!g(otGT zWJ&Cegcd{SKA}Nxjt+B+;q%6u5^kZp`o$W6W{4GYmpR~;t?zfO5%HpKCDJ|C^&X$x zbe=;Y$^}b`p0dHK3cEu8gs+3K`K$ybnJo`?>e}R6qt$)wDt0A9ZqP~XOxH%!UlRa4tZUnea6`R9If#`x=y0DoVrBZuVT@NkcLgruZUT&Nuzn!=a%vHvibF^ zI*fJI$6sOt>I!|_Y80k1CXhG{i%<8#RLgSkoSUE9#ldHH*@$6c>w+*tzT&#ivDt)L zk^{WGi`CeT_LTJeO2FGwUt=ThsB@iy=wT+e^9@+ho!q4aUN#hLNH37q@H(~vw;GkR z6=}+0y37i%E(%v={F`dlJe3frfWHFeh1sRksp`wt0H8 zZriR;0{3#4c28wRS8|2PJf=b_7oDlc$v$(hE4uD`2A5Z&&ei6VB2T0lWU--pIFo|{ zCm#yAan$@K;)?d5bSXZucDbQdcTcS>ao}IIqyh|S{U=IyAy4kQlk5FQ!^Q^}*|q{R z7^1=DMim9E-iREwW&w?bh=lf4udd9I$p@&9ScIjvm{a`o&GNpoBi8k?9n`~Ulnae` z)>!vaA8$8qyC-ahcDDo$#!Ds_Gb73;H^p{6lQW)uOi7@I{%XfLvCWCCj-mUf9&j~? z+v~HEuj+|2jCkUHvHQ0LpG|74dyLy{W3th4mWyQCd;VoR*4bm*xKj76&~4?e8smnN zT(=+-%EhKMn`4q?e_L1M&=eo4S)Jc5-*y6dpf zo7kb3&R^Y1Gpcd{*|zA!OBwqo4d`cBxKjoBktEBm(Qo~RSrqq#mq4gw##id#pfWLX zn!6D0@lU2~d(Xe)IukkhH(hSC`q{=*tEDI!4C4OQ)t+#HyjsurQJq<^eu5wM_+kQX z6nN%A6>=all@aF~;!Y)(+lZ0I7h(XR>$V*0&-^!Kk$d3s$reS&FTn8(%ibIWXh zK0m9w#gJK#1LWr(_+v`lWZ*hT2W?VWILZ2shHoy_^&D~;Pij-cT@1zIwPRx-X!PMX z#hzBZQik0j^^*dt#gH!(1$F%M1L66Qhwv9-8~5cb)5hcWmB&_BHvJW`L9d_R^X)6w z_GZu9GV!&6e|zWK(Q3}z%h~WFu*cWO#WnhfHLhnoUpuoXcz}bx6?h(L5u1s2oMp^K zL=3&LS)konV*3$6zs_Ytj#O$sm%zVu3SaCO z4$v*4hmfSygpRpy12Szo&D&?M#X+?H*$4a2g?o%=vJHM(DcFTLxQGaGn!FGe=e+|me`IjnQ07kggHlDM(LYIh6ImT^`hX- zZ>)?vvCp25gQ$;IlLB+UJp;SgdklOt*U#&SDPnAM9PO#wel{KCb;D%ADvJ~SIBSpi zEFVc;$_&e~%U!VDM+f!F{hHTd?l7$`mGs;wI1^S5&?gMWT2mi2auxnw7ncljQk`J@ z_dtb4lK{vMk7a(Gcskw#D})I#UWJ_Dt|!O1>=+)bMm?AM@itO0soDDFL4z<}wM%)~ zp0>sk#z&CD3wI|~rzp944)IvDPsZEq_CkBFus=;vo}999tuzTd1~cjvaPppa{1`*$ zz7s7SmlLXTIiDW+?*ss%bjP#^jJ9-fTDTrDg&d;d&aby ziR(W};K^(J!*OBenA@~}Ix1D#E4S3wCHvl3?7mA0Pgge;`+yc9>2Ju ziy)ZH-Lku4$p14>l@z#aLfZX45|Sry^KBwMq>pgHF?u zufa)kF#4jMs)bOhj)L1Qp+ffN%q*o_5XyX1!j(ouDO2gGNf1P-o37S<3d%j|)ot=$ zhhxqu4wZ3X6ZjBcjH2O#)BzG@e8xRUXHfFGkejES+<@~trQV}H>`zs7F1KC(Egf-| zD-1@Wk(4qB;HDP1@`@DDcYi)*NzoM|z8X*Zy!iPdn+9p6NnRc)^*tcSyTkAABlCNl zU8(bXyy8@8DudUY%J&1EdGckLGgVy}`bn9ATO(2P!Jb$>3^g-Fw=!TJOxEYTYH4m$ zJJHFRXP#T#u?l|1J(D3^@p0GDi$XX<#*#|eKqI5XovNcIEKAb$E=-40be@cECNG9N zKI|`EUg^a|unw7MfO;}EBrF{xbb?wdDUIe8JH!mvws^4w7!lg zjFl&g(Aa$}sGdqrD;Zc)?NlW6^ZoqB?kD+pO*PAI_U)_eig-&+hzf_DTw+{txjwCt zR5uJcV#Tvjh;dp?U6CTCov9Nfl!_88Numx#!jjC-MB!Xo zXvic%8AkN66N)xzlA2_Kby={CQ^d+y!ICr{<2?To$Is3bb_ZaU_kjsPN991uD^U!K zxuOCk%kP@~0;S*PYOrxqqOPy;oT@sQi3YOPD&kwDp=+{QrOn0t(yC^<&E#b}wQBjX zDL%@5X@^AE!i~+vB4w&)rI>r6s8?{{A3viZ@02PS(WRM6TBS(_Q`S0Appz;sXDyR# zOZU6d()|H0Z@NHGgw_JY(M?gVr@$uZ^n`4w~rQ5@^}TRpB-O(z-c(kwbsMnjm- z%@IA)`W2nji`8=XtmL4;#d&Jj(y@GFn&pYwASb5xfk6c|M5dKhqH@Rl3RywSI5u29 zMqA*R=BK(B4op6tE-sjYtqK_1EiTl9X9;VYn=n-xOft|6&4w&zx+?cnQ>(03j;z9I zLTObM+%W0=r=neo2|ay2)lYix?@qe3nzD_Ip+qt&ovHzHt|$^KiC6uwoyykq#<-Ps zlnjH$Y8-b-j}{&_g&SmntNOnr08O2Z&8biA_7i;uuvgvKzDBaPQqIrHEY$=YvPUzpkYAywut(S;VClaqf?u>Vd8PB*)Tp>F z1x}r2b*${s0&0Ijf%zxKN171+T#af|;-^ybDVYAZGzKA7`AognQ;swax2I}OwP|_B>+pe6!ABt4lceFd@|@fd!^|JJg?i!*zSd;EQ%Zh3m?+gl9=C zcw@_w4^az+aKnZK68_v9Mjfrtx(LE#XcyQu*Z*+)Bni_%a!G$qI27{xc($LPl`yc} zi=k^SFyg~()ElO-exRqHzljJb;ZK!gFT`F1%@_M(L(6}TcavMR zPyjrvp#DJsImmDYKnmpe|HGlF+H$QFWysk+Sib-T`?ifW;vdK-=ni5R(wrOrQ^H?cSy+)?;84o(FAogJW7|914FnBLAO?tVjM4N!m4agi*oaTkK#Va2ssyKLLjK`}7N%J1BUy(l z0E$Do_h|v9J46K%z@#3~1J=M|DOe@+k|68Er~;F~DXnGmNH=zJz;UdD*>GJ;5H+p? zWQ|3=%MhUjafbOv37K*pd#8g9^w1T(icS!d%Yw96T z)f3quU@O7;Zo*e~_zzN6zX#-Jb14gV1LxVyHfSIwkgK3AtiV{qRVZQfF(F>|028bU zPJtQ#P8=;o$JqpKg(RdzEAsUO5j)uFfOyV3qis^VOGuZ5frAZHXS~lH zO~RL>p>i^IqWT|!4dghm2=*jUQ~-;_SWz9*HOLgFOy%}dJ?OxkNv@Yb@V2l7VBPO- z6T__H#D<*CpepK9#c5|l4)3w-KvPA6Us!et*wPUg57jBgypg!ERNP0YUW6%577^ua zVh8E$Ucqc3lC)xrNo+%Cie8jtvd1}s;5P@%L(o~{N?Pf-1BH4oA(R=UlnucZK_cF? zMzy&mU^1qqA|CUB__(Y0BRRj-fqBM*hGCb~9`z_WwoWGE(u*0mKRJ#d&;rEe5!3RI z3~ejK^Lm7tVh3E~8eF;wn&ma?dAjmi&zwptNrkVEiSb}|r@Pqea#DB@((f!+zKM8? zdfwo3W2aU_$|Nx9NPe#3A{J7#iRK4Tpagyu zn(ZdMUoHbb-i4}XpzMu3Fa=9yuQUnmhtDv;L z7{Q=F)cT4@U}ga2_!7*-eRV+Cd{G?KQ}S5{03*C=7h1W&8!}7^@KM#AoTNJ~ouOGb z{S=Dd6I&RL)>~V6h%4W_LKD*qV+@|c#T1-?i3uN}JjMJW7HaXuIx-aMQrn#=oBI+m zABvuw38A5+`M_^WhjkTK*f0IWglmM3_Jeh&qwKFA5t7>6Cx6|h+{XoM@9Qz?@SYcu zxltAKiWBI~L`-KD*dL5hzGB(4b^EAcX5ziM--Ifhr*ct==fzC70`JG}umYzUB~sA| zJ~Yb(;1(TUnJmJ}_88X(gK=tTMH4pV!yvRAx1%4v5Z%&y;4Sk4fX^Xh-5ab?&oF}S zJ2JoUgBU(A`T=Cb!$RU?+J-#a%64beeGW1@lgzTEm1+J!C?jU*tCkSH?s)SMAqy}< zO*mcAdKRN~*+s*@*UVRsIAEjEA9GLls*eggQ$b@{0ljctj0KMhBnFTdQ$gK4)|aDR z_47bAAZbuHYQN##2{Y_#^oQsAsRP(MzQPuN3Kvc#3DPTTpnk^6#mxeQ7mduF(2LD^HS68g7=? zJsYP~CS|6Qw*63DD@mC*vjY@xZs^@rKgnLG%AuCh&+p_b0UXb2t9Ha{R4Z4)#mZgYb@%l7zgSzyk!$)hC@iCd@1{(RbOwWCY@0Sb-2Hu{Ob zu0=^xNB6-(WirpF>6-CLbbHo!q{+WH%?jUd1KfETKT{sxS_IwJZ1csTTgmOGQz*P1 zJJ%b@r|Y`GNs+SN<$L#Y-0lLF%=Jyt<6~?`LCe+#Dq-xd+j8%@Ps_P~GQz_#PU0|a z0MZW7baR;re;dT;?xDF~Lhm{%y2;lard|Fil! z(4|q}oDY=<|4X5-u4itU7lY>drRDUjseOkt@3xb8Q7pGs(NM{PbqYl{$Fz0fI9OZo zoDVs0qg-nGa7Lp}nkdV~yGKjn$}ph0rwbMMd*biP^mgzuoM(>E{*^#SKEj5?UEs8v zQ|~$b*fpQu#Odj7Ei>uDpvZRk^M}q$%j=QNqiA2Jd|gPRC*!cxfeQfQ;rn`ZAB^tr zO?VR}&9pkeTq%Toi|C(u57raml8YI7&t&V*_ruq!Rq@m<#(-}wk6_VI%3@Xa*sz$A z4HfGxP-w2+UA=Yr3dioA#$aUjeAg=BCXFJf3wna^W`{rRniZ}&r%kG&NWW#;gF{oXm!CrE- z-}>ZCD7d&;%F`R_u;9@P45vc0^HBGwdlmF=>V5q1;SRm3Oj`9Oj9(b5no($f_(2#} z$rrXthbLsyLN_|&joooH@y2GnzFzRDiL|i)X6(x^!`2;_BITUGT8&3zu3$B&1Md`t zv6tcsVMiWoC`q>h5}|z0S8uW)t>h!EEJGM`rs7o_6@>A6f@53(QkOB1R!|f1QxJuS zmn~xCD5oj=Aw-^0QdEX2=OhkU@z%oalKKSP?1bDTBx;AjP*YTvbd+P0y;cWEZ^7-- zNMsC)X^46{ih4@REbkd_pu(XTNM8l&F%ZS5_XU%BMZ*MR(-V?CN-xiABbyt*nx{=W z)7*>BW0)N&r#SAJK}hc1Ud}*J120=;{Qq&kZh_q=dbOJCD!7gqb%Oy>`mCa>PQ+qm8hHj`6&xn1DiIcG| zO*HXoh1f>6Zw<7ql|Xl zefPetK6Y$@V{RCoecXVby2eJ z7?4r|H{YnO_-Hxe2K8M+=(l)f$lwe27aCn0wz#4oUwc&Y6yj04ht=^V5X2H+!_A+#g8lWzBSwGD) z7@ri35DEqT&M~DSn82c++-H(o3H2=UfvM)Q%27Z|T|+0kSC67tc6P;Ya}<;evWVfv z7H7DAZnoHix-+^Hd^3E5=K~Geu+iN_x&lw$wvSU;<~j%VX@^yF+lUkG%^am}M|_~@ zg}hbbdJzI4=Od3A1;{H-y>`xU#l8K3#eCaTAAfL-nwS?5S{MW-IM4sQKp-0{$A2Yu zn*Z=pR4y;LsRjJT9z}Cl#oKZM$l)pSX903yA@R-7e@{?LLZAjJwSy+0{?}? zvO5o{45-=KAhmi`Y^IP~rDEB=s<>5``dNYm z2K9uS@tX3lUezM?QJUaGxgUu-uRkS1RJTwzs=Xkh|IHmI7 zB~4~y8IZ2Li9^nzsOCYf)6JbK%v?5u>q!DR7g_SRR;0q6Jg-cLUWcv@c`?tkekgIM zCU(btcm2J3BXNBbC8cH!u-m(>V&4{q-^_^vFC6`@rhNnr z4sU8O27#WpOe?izJ(?>DwA{D5u^4o4jZrH?1;nRnKqH3HW1^i1bjI6Q{h%q8c@=;3 zI5C-nAnce!gURnkaXL138k(;UozqQW?*siI3WO&D$z+Ej?>a+#NZ%Mi<~U~9yqpxI z@FILtG+hMuW=NhgLN_o+l7E^lVxz;G!J|GCN5DfwWKS`Mh~g2*OvwNKCo84}!vU`a z16F&++6(AwYfF-wHHE?@On%YkpJLyu$AFT+;MkPO;6&yjzoI%Qs)(!y*@WS}eoNj1 zJ{pg-!2tuL535bqO?mq((wCu_s`yN(v3JT%P9b2>$jCIF>iC{AK|fu8C@S79O>jw+ z>nq5umqiq9YZvVD;TeMOIro{b1xyPa<{-U}8I^s+m>~Z(E@mjvoe5Qgc=>Ut4JeA@ z+OOm|v#9Fc+kL^I7kG3t?>3Cj=4(vF5J>s8X72E<54VGQy_d#3xnZt0fRI#Ro|4h%NHhWX`zrn$#v zd9*lXsd`UeL)ki?(xKox72h_FALzH*<=BI0@y57`A&Q(x(KbZE5)g&e_5P!@>QWqf zlaa=6)1-vBTk?+&bo{Pq?fV%tkJIgDw<0zqJ3MAhYz7o{eoW0D^@|@BCO{7bucmJ> z1sAVPAb!`n3o3Uk2mEhW14vIj9`wer>^_4*^>^2mHj`M`MAaRQ-5G9{4mgVtK35hG z@_00R5YLxLnw5yU^NY|B#idPQW`q4N{4}rffk^sxq5;xJP4<%9VJaVx<1x85xW0^q`W1t{07TK@#)qlkb9k}!`S7VZ|Jl-?55u)y$z2a|f+6i(@+|^MhhD=qu5i zkP?uqiI9mB5)tOLq-l=sNyyoIZ{#OpH+Zdr_jQ|++|#+MIaOS?p-2nfr3Dxrg?`M)65-ko5eU5yoP-+%e;HPF0-N|xYMSOX z{fFm|5fuku2p$exzi)7R9m@LgsSj3|xumS2Vjv_|cTjY6bS&C-*IGSM7$(6D#a@tx zo^+vJ&c1H469f*9d;!C`?+}beM@}vo;z--t8BuLxdGIxJe9_icaF(wHcV@(yVjhuUc;5|TB@ zo;sD$uN+mAtjDiure_51Q02+W5|ad?ru>O`Vb3!fKa2?ZHse zSZE%_;E;XpQE7?(C0^C?Rm>oLA3bg~Q)F(NDdt6fyqL;6yLR11e(`?8Sx4&9T8l|x zSn{9^H}#7f)(2wRe0RRxuxl!PYksXo;sJN~DXWON7>7i1X_ra}UZtuxJ=74sYnHVa$u0LE+Jm7@G(aaY2ji z;t!_l0dZf(1lF@p~K_J>rY>8)K4a6SvSlIu9kUe zrxSyDJZeztKYj``zjMgkNiBc>{YI5Ua~1zdK>dC|8@UjqqXs9zc57o|`^HikIl`)d zm`f^I`+FZaSl*^Ebl%2&nx{A#RaW&5lcd?VzAfnmnZJCDxAdCiPrJfC(B{|FKGvP+ zM7IKiR(f!ekd)qKwF2b?qfx_gzES;MBN-}A#7)n>lChPcfCjRyqX=Mhbm@r zhFvbAQ1~alBQT$G`S+=R!vcwazz0E7a?#G&n~*g`lJ)Ta&_Zx7P(vVqvW-^=q5&Mh z#rD7Sjzk1PmjHxP@Q>cn$3W2jtET?_zZA=Mnh1L8f0l$Sp)KMfiVrE=ZrfS z-fC;fz7D`7lu|K+?@zG=bP*3sYFmPN1(UIdSWx^l(T+eDRGml}w?8~LIG-42s9Uqk zF-F;NASMEAfB3(TIzAcrd@Y~%E^lR-6A<90nd@WM0lk2sGntmyjKIUkirl-gYRJzS zt*zUDnsF7KerbB`-lB9_f+48E|OF-22DGf#q z^h(Z!U@I`g&UB_>yP>xpNK1fKgo%NhsPS)115p#ca%^0p#^io*BB2tSV!8RDNn!{Jq5 z-iE^qhQnLmb<9pjR(#CI;YIT8O{8I#nnF?n>Wti^kTy+_Q;>>+Rf`!YIU892(kK1O z$J(L9gfc=M0{uJ#Z0DvRBjsdcDRJ;KtRpV0TMuTFUPM{s;^1iiqHYZq<4a&#i$p<; zgasnUTu@853zBhCP*p6?^h0!SJ;hUuAZH}tuK%lhoBf$xcHAt%+CVGd*Y>+#ZKKrN zYwFH1>*)0K@JSW(2R;GrWh=ijF%cb~;`h#)NVquIKV|I-xzyB7)Auvfl#~KExT!aK z^1drUv_$qYXm5^fe+u9VZo_6#+lDzD?dgGlBGFCnwp*9(FYICQVXFCrcE)%(xY&3L zTzAZ(11(F7;ybt{1)hxCgCmyvbg0Sb>bk*mwQ)|PMG{bc4phA&rLvu z3-Birp9sG^0eO!nv?qusu_u~$w0Bl^F(w>jd2W};U!!prHBn_)JyFPq=!Z_>c*tL_ zlbQmRm1;SvAJt51+xuxQD%lw}dp$ecUIgtMUi>DlM0lF;hVh)LjtH}J6A6M@fok`HG4afGxwmq?}iEZ1Nn0IXJj&0knhPCpNF1|o+<9(yjdaUdGpzmn>hNp9olS{fBVudP z&k$Z@a~H5QcT#CYGb_f`U6mcC#u>V6==rRX*{%4Jzug3W!?D;ANAKo z(Hw0)vXJhGvn1!I`kW!b-b_&_N1Lp9^G?;iBdq*GbXG9OK^!nGKlo4Mgl2N}BslA5 z^^JzgcaN6C`O9n~r3MA@BJ3a6tC(6nPF_|Z@E{%bTUB+?3hAj_?$UvyL>*we#aSr; z-)3tffM_LOUp^FEb8eVz%dFOknYsgiJ_hes2bcO34dE|{^C4mG7XZSoYj5P&t`6a1 zXZccKPo%l)J2mV#LYiG5A^WZv@#Autt=zCqGv6Ml-jTNjiz!MdD# zH1%x=N27MffgGbnJ&qaBSOI|hC61d(XdXgv&)bfV5iE@B2{HjbhD9`Nts7j6jwzBa zTgx}PU_N7eeBkBLj=E`#){@?KHYQ8#>~9K?qUTB}x>D8%8=k1n2NhNNyebK)fZ+#ODOLS!*EZmE2(yDzduiV#njk$?z?}I@Pw$ z8L$a|vG3Q=X#{IkIS=S1av`r`okv*gQv;4>TF0x8J%uWJWm1jd#{ZE^*^q*5p;!zf zgyl)ovI=zBVTJDEM{%1yCPjRgRd!1EL3Tq#vB7Tt)ioO7Ipq6z(I=EtzkMuY$If0; z0tFcQ36RMYx+|DELg4aFs>tql7pM)ud^TTgj^D2o)ZYjP?FC$oz$VAcnXzX<ENqMvSA@`^{XOcI6i(gyOK=$ z&#!tv4=q!O7XV;*jex}Fm&5|SX8S62aY@vC@;+xAI4@SlkaAFtP{Pb7Ct>CEU!vf# ze$}yjR`Ox=nq#Zu3w5CSueMXWuBDuAVu}71t%8dtJb*2wHQD#va$HYjTP9Da_I9o{ zEY~J^KV1K8V$YzaJhk5gV;+|X0*?$lAIPjnB8@narf|ixfwJd?(kQ95SqkVwnK1Lx z-#jMLfQbo;#()X1PL-$+r7U54fHnJmy+gLi(^t z*eiLW53tTu7zQ1i`A%G_iqZ-S%vt|c>C<@2IiN>TC`iGh{Vr%nmTmY1^%nTxM#Y-0 zt0PXRBb8NxDiQySx>%h?b^cCH0kx4jNAQiGb_OqmsQ!?Q@0MeVet6Zt(W_!R*Xj6W z*Lk|}dCHTbN3;{ymS2JO1lv4|s=9*2S=I#!5wInUIHnm}{eDweZ0pXGnd>Gc9>7b_3s?nG1;%V+z_wXv6LOwk}m62KTLJxbWB8FIKuJ3KHAPFGtYr#zzq{T=AL z{`AOe48#KVfLE<0(ZXMV)CU?1j;wD`yQx4&X&f|0y0H^=j~6t(}_B+WiGu=~=R2atTQ zn08q#4&KTi+iOH!BI8EPo>V1^z40LGw(jBTM#rhAJQa28qwF`A)81k3V#ccp(>kzC;8^$A-bG}fb11E6O$Xay!@ zD$l6QQ3W#OR&F6hto4uj2J=;+(zXPFwl!A_UB=f0!GeuNkeLg5v*Y~Ykw)OoT=s@7 zQY(_^Y%GmL$JjIBIyGoR)pJ@#=ZMB1B_TVp z|19CHF8nvf^Qamo26#$h$oo}F@-Ko{DUqhBeLk^Uh;CC&LsUhK%T{iFji@X_&?~`$ z*`I^S2kN7FE(p{UxuAHyd!NMkiB*nAjE%tmgZ)nSp2`ISHZP_C1%TrufWZ%%g*)f-l-eP$L$BJ1dznJD;-K`W=nThn?pKX zPE^jA*sH(urK{cO8Rqz__9_*k&{uuWs^Wcxyk1jfBh}qhZiOUAhZ7(d%Ll7`DvT1n z4oOBXn%Y!Kx3Q>i0*KFseIdTT8wqhgDacs&lstCBG`ZC}CGb%ny|9K2;6>MD|UaN$pmr`YUn&| z94!vFJ}KgE)OUMHzW9&GPI@2dsax(mj$AKL4V8xU`tjXlVe;>=nfrtg`GpZ+-JH9< zAE8L#45u?BDlYA7;ew1QjV z#byr)C39jZomddH+VQ&fsb%8uTE;n(vmM+7t4U~v;^>KC zn_hNBWS76HQ-}-Lo~YA2MY4VBSLe2 zQj~{0&#>HEkw|}UAWQSy=bo9hq0hE`Vpxd*z|0b?kW`ROR^7#&fO{sRhX|#E;XWr90pU{fA*_4RyFmLNq8mb%|dS12G zfG}H>Zh}m?rlQ$5nR4&*4nW^=mKa8J-|F%@S~b)-9^&fo=i8qDFAmr-9&Jmwzi>#U zq>bfn-;xHTLemLv)|zmqhb%EUg0BEn$%S)`x1uiN3ASP(0gKYBX|0xv)4nFYRT9Qk z`irHj5C_h z35<5LJKj2CD#3C6Mc=6uF)2^6WA&t0wa&t*1BDiC%em}T2pVk~yHBk~EU_Rr()b}x z7=>uv3Lbs*v*u13d#5p1{Ghekn@Q3dG#UC1;YwkB0y+H!6hb-jdNb1Qry!I{fKJ7d zs9*DA){W$qf&=NkyQ!9_l+hJ!M1xLG>?1ZU|Am0R*+Jo(MN1=gC}Kq9HEi!OX%hEPZ1XV1gOg z4=@f+;D6NUTGQ;o^+3OSI>gc7Y^}78;6~73oLv7^5@~I42d4uC<6{1w4iB0qcnLJn zz5$#X!2W-MXnF~9Q3K2ocXeuPgE_u?2VQ$?D zyzdC-@mmX6wJHOBjrb-1gXIJ`uPV5haL(JYaYd|6K(`S-g9-zb7Mm8*s#61>5XI-P zdr=4HJ5UQqfTiMwUhH&5&5c&gU;U$iKuOx=rYV0V(#7h)DicM?wv&|hHE)7jLeN&( zU{g1&a(?oOU0*<(*YzB@b9|zm3TNQWy2h0v2+#`(&;6f{*>^s_b;4U&0>NRv^U3y~ ze6qDV1cAGO0`2<2DFLkP{|~fJFMiBEm>D7T+7phbw1O5hjeMd|p zgcy$ zXo4)0_ZF(;zH+h_*cpaxce+|VUOl+-#v_#2Q~byBZ>sgZn!JSeGo8xj3diZreT<#I z5q(x@Lz+~s-a#vjzbWbe#Ye36gQEk#guqDvEUer=|L^-|m*g$0qJcl+ke}rp8lHJ& zkCI<4kzI>kVjta}K8g;cNDI#^h>ErHoFJ{0A!_PkjBDxD$wQ`YLjOCM*zZ=FUW@o6 z{dMGBbmDVO&|c-66~SOGG1=~MMbueM`8JZ3la@Dkk~` z-D+pKB|un7|9$VHupvI>b?aXXx)lYPS$WX~xpWeJclDGx_E9e9o|l7`?zaj`4Uf3; zEAXdv3S4eW^U;z0;_;FFOHs?znxdYT*<7_?kMNVdpWl}GX6nX<&*l`asOZD(ok~Z+ zZS5;uXe6b;foCg%-clswdo_C|GERjnwB_ zih2{j)S<~OUJD4te#?>nEI6z8Fd$zaqB3TMO@!V+p9olCv$&uGgfRAlGLZR88gdm- zB-vsQaAdAe*>q61w*1S(OOkOjLZ@VR4zCIh5pl@xgMV~<7xobQwPkFfOIRp@L~Qd@ z)2?u*cXotm=`Z7>v&9=|C!*~VvlyE)Ld*cjJreu?+bYtBN8R8Eub1{lM$PNvT_6(@ zE;6?a2ry3qp5Af{pmxgY9^4$GJs>BVWsyfZKni3Ymc047 zU>;bT2R^R;ZIy7;gVY80LdFa!OuvgJZ)h=Cf1)|GIqx|!xqpA$DU@7R=5^Q2M)pZU z`3s{cu<)&z>^%+dj5z5^T)lHn7UH#8IK2IjC;fEY48*rHjEk1;4hW|_oA_@mnEg#K(&_uh)BmCCb)I+T!Kt=-@v zc|=f7VopW*#bt!LGqb@~*|rDo9Q_0r+%2?&A!Xt`+x$auT!HCNsA^-$jU)=S4Sazh zfy9QVHTO(U0EBFNf3G^@_8dsM1qC+4zxlT`T;Ql#J(@-l9eZQ+RA*6hu~Br4KR!tJ z)`E7d@cK+)NdbQ)l}~Whx5yBk<``ex@|w3#gC-#0=HxJIphE#Db?#y?BbU~v9aySj zhKk;smz;y3vJUn48BN?~A;rEcu#|^n@MuQsqKvg1fFpc6LQB_MnJ6UsbuF$w9prYW z%*joBWSKYC8^^|-nN%1b^qN0%bn(-X2UJQAsy@_-zI!H+chp)tJ))*$&B$yDIoM4W zuiD;5V9c{!(QDg>=Qpa)$lKOgm-y734>U%E!PnW~4G=#Vd@W*2tWO5Mq@LVUhZ7jj zujr2$089y#^oi0l?YO@{prLDa|q^jCadEjybCYY&#>u-J|ek0 zVJOkwA~}j=MwYwRL_0CmEJsdRrNyOVbA!XS07hmA!V_QNXdm=!2uGgtOBb`yN{V5Y zmCJdEzVm<2Z0>W5BJr{vc=jxIV&1PJ11&du4KBP zDT*^kFx_LnWufA`6TQqLxUy19E{Zc$UAHvXY)n5Vzd$m6rvk}R&@=vT(1U1Z$r+A&>) z&SuvPE|k2bU`>P>br@jDoa%J*_B%uqOKF0-=y8M@zCP@hV@fbMuSk>TqFECitWM@z z+W|4pjFw`L1ua88rI>}zjk%7Q@h&XIY+KV7F?uZnZ{UBxkDLbnCn4PbQ@en%vjQE1 zz%hZg(crjZ4G4k<*nrWWABu*bBvYhMGf{_v$Vv3z;AEY|;ify#i3oxaLPb3BhQ_GI zh9;&5J6JYXX*n558JQUx%E@Vo=~-zez}o_FG5~}suyiL=Gch3}Qxj~i2qh~wD_vW; zJkKaeNm<#jxYj^lzXq75Qw20gwl6I&RLs#z%tuMq&eB#*%_!JO&DAK_0j6bEfILPK zrnyW_Gf*=~GbrCoDo8W@1@Fj659kli2RS(~i@uB|K%kF~rq}+_^Kr8C=KAS9YxL)u z5+L}N4ygBGLd)*1@_xAsyt01jO|@Nw+{BbE>TcSn z<#aox_uGr@`D%9ZmOl}Z@gHyMrTc}$({@JhzTb#1^xU?|Vebg(m}JApSbiDcUcSo1iZ&v=B%!6FEFew>8TqmS7Ff4&TY*tZ4S+{ zwR=Wx1Yd>xG?!g#lG^jWCOR%(+|+CApg49{NaM3wi*xRsATOCZySmI7WvR56h|zU* z|K+Rm6WZW*FZU6C)sIfW0=RFSQ}UV{=8T4{fsFiQR5Q2{hIMxX!gBo-Mha532Db9Q z#X{ul|DwuTS7N}4K!JUW-{Y)QaGF;7IPhagFm5*BuIsmqGVA}paJ3oyPnq?JA>bCB z5Xa#JPdQV}0Fi1(&#=kvn#@?o^+y`{tC$Wt~<`f$ux%(VFf-@ zt)oLy8EHhs=n{298(&DuLFWBC$5HH)qivmJ#nEClgJv_<*le3NA9+?v4V{A-9Ll5= z3k&?(h~-hdy_kKryNl?3id!_5bYqohImmjUtsmC}Q8SG{W2GhYVu=X?cmiD@&S3ub zKd20Zy5W9GI6ws{`F((p>}PEK z?|1fJkRLmMi~0YqJk>xO7nS9d5en0+A39w5bTSuES8BQ$@j?MblZuIn$&!D^V_^}o z!CF`}{l*ikfYo6PI@g^KO}1kVIW4AmcsR^Zw!}_-LQ-MUmKl`UR!~xFMyz&8C8y;0 z>Ay6*OX>2Uhm6#ldR;YTE~}w?dkhK|pLLJe z=h|#vA*)j_r{Y=n#`YN*z!J~Xu!gd@7W0n;K?jzwLEqm-M-%OFSy|hgx!gn)k~x<) zSueVb9SY04sM3e7F^MH=l|9|Yixs6DQbpC1uI$ZlyK_Nt@VUB;<`2JjRVo4M)u=T; zqB72r)Hz_I=rEc|or(i>+28=w+?rI%O>jWJTJ`*RfyUp(+SU3>G^w@mY|DI4&%g6K zKk;&!YcB4{^6C4@CFr1H}A~Y*h!!tsL6KR#4e?+7jjIRFmOmEE8 z8RH(U-d(uO;8L#1S{LbQ_?-%H$~mgqUCzlB6XJ9v?x@A4gA@pTv*n7khh)Y-}MI(wj%L!-QoLnOmE| zAq#91&+C|K^^q3~|0heU+L?s7 zty9+_J{lO|T7FAO&&F=R-vycpg(%8)4{rU@%+0LN>ORiB8+{OTq(R5l*=6ZUVJj7I zkG1^_Mze0P7psdaQV&7=bOMg0)MvqH-UhIBj&NaDr=SH2YaH< zF$KqgId2$*xvv<(uqOf4+!c8L4L#3w?I%`M5h{3WcCASYtc41m z)_q*!BQ&MQ?z8`dQa)7r^ikvmABIa>Hn4W`3O2_y6d2gRa;*3cu$KACz&Fg~H=G8^f z7nzlVrZ+?Z$bES>ATvS(EGXBx-kU;4uDdlt;nd4A4v>w#NtWzy4(`o?>#SQB9$pg6 ze9Q{~pL+sMC0ZEf;J`~px?<>RIcTX;v!*(N=MY@Q&hX!MP)RaGb*{70e{3kjPYz`Y z6A&A>eB3AqIW1Nk(eHD>3=CjGe_AUUlv4nI-f=er)(qpK*ot}vi%9V$Pv~|yAd@}t z-p1d5yXknhhiE}V!ZAoi>t*}#Ai-(~=7|j?NKq!f5BN!~?LmaW^a~?1G!Y!+IdSmf zKtJcfX9bkQzPtEs+2)d@_)!mk>`}G={GCfZPM>aj;rVWJOm>8KTf(!fAw4^l=2)q5 z=}6@OUodp0SdAguK7c`sd-k^9G$`R+tc4kYu-LfarBHFu)52JA)_pQLCKH%;=R8_! z48+pjU(|@c{QFxZP0A#7XMI~0H8u2h8{lPb8uvVir9TYtJwKi&T<*wa`)RDof=_x^ z;s^4#DOEOfi1q`RJWqvQg@r4{3j%q_qs|fm5w|Bc*MhTetevU8(Zwr)*ScDdd-^sasmEOj?ft zUn)a)yze!H_qKP}7&g2*>36>G_Oz1_B2_tpju zwWNtX5x+_8LhJa+jq(6YiLI|KH%%8^mePjI5Z`dWo1F1Z-Gje6^%CMsiM-$jE+bx{ z>cyH~oZDn~hi_g^hp5V+uCX+mqnpJ6dU|?Gns8;-3R!J$x1+TqOo(zl0)9v{56^4z zxEIl5_7a|_37y8rA30IWdU$P9zu+wzAtIK_WR;n!f%oTo<)UO{3+cRY{aLKIhE+$H zljDcHQjc&dWx1hkBiB){#yx3NCszWWg8hX(X{}fTC$_6%O1sFb&_%B(9^qC1F208SYJ(kEOVk;Gll6>g<7Qe1isy> z*_k|xDmSunYS9}eB7!e^wlH(AVJ61yz2e4CCq_HN)~1GqY>j_EsS|Y26I!rc@jK$$ zgH+n60rCCta&-x5$%{+&^Fiqw4Yx9r#nV(boL~kR{r2@uZVMdztw|FAhjA8V2xy2+ zBlpo+(TfA%MOP0)&hE@uz2eQ@!bEu#Gl+iU@`V4eIkaj?2)LnWhCd$$FHVN18e0Q! z4T349dRw2a+(Dp>LXjE<-JQ{~_dPyL@U;_-4@@9)8&2Ynp^XLBhSI@0!lV35VIpS* zK&;rXj46S~rQn*?jFNfuY-_{uD-MTtP?T@x?xHBel7p)fn9QqSxuI{U?o?qa= z(Gr%W#XM3?m+%SJq^5m;v#G`vy`;1rypC%qj_rel2>04Pa+8TeQ``jZY@BR1oW>fI zJjE5%SaFm00p=k))8t2}jy)s9lk*gmynZ|{XNY6Ub4t^nrjVY&rjomo0ycia8a`%GqjFY0_PDg$Xi(bC$4ID++Tz|fgB{2Xd{ zC#k=&k|aH5)E#`GsZIE&-I;vYIDrW31&Ss+LZMZ;hZ%5>IIkl+0go*!`h(Wh>HZ=8 z_B1+z-=t{l)zZ9*e5VwleBo;^5Raz7Zy3Rzd-_-Byl3DVQWQ3iqVom{Qr3yU)8o_L zw#70BeR)10kFqB6By5pv$vOLL?KT$FjSMQaPCOYVQV+3E(l=i;UTCmF-z-~G`;$u_ zGR*N1HOo0LF!Q3z(dtR!i%x(m0N;^-DIe zt^~Q5S^Ea*Kd;-I}OaCe}jI;f5Q-vtj!ki^KAuf=*Ya%)p`AQ@Sm=W zOWRIyE8F15K!RhWo*=BQFrwH=&}zue#X0rf{I=+4AJLIM7(|k=@l`npZlBgDfu0oo z8w!WiOnq|dc~QvK-`~3Ce5q+ZCgXjK)^w`s6=n}utuHoGBv{`Dnia>E*HF2Gmqai3 z+Q0Duiq^WlQK3gmL<{wh9Ry~sZxJl)0eoy2fldtyM9Pn}nU#y)23-{yCFX`_j(aC! zV;K9?Bu_Si{q2%J6Xu5MCR(OSsB(WKX;BI6^a_cBboiL;x`#4PW1SMn%E<;ry<@Qn zZAh->ZtXn1)fWk7RwHbQ9-5}yTwm@Tb3M1CN;=yg5kB0$JQqTLLfA!MlmGX40*pBN zW+t)cgQI`~ACLaGuiWZY04@dg{o|u90F1Krvoss z$p@zdrZj+af5$jlzhjw5|C!!#1*HTg_k)XpbFwi1&n=h(;GoE0od2~1r34Djg3Elz z*!~maY5g+`{sR6z{2zsOAT2)xGVpN`ob-E&>wm6LTLS-y@*gnmf1tI%+9PlYa8B0$ zJ`4|li-qg|Ik$FuL2IHfzkbq>U*(Z1{bA=ZF<;uMAI6Od>^2_!uHW^=3~AuUb2f{a zy6NfdgoPkFS31f6U>8!Nv6s=L4h>~#A#?VAT^Ro|{_UKb`39XkY;kmvUJJN>%ic9A zDZ!2#Y1FO%ZRekx^i>qGzYOT`41VE(#H(R6hOWN`bEe`Gmi?`F0=cOYGd}H{0lOtkKWFt^?h_D~j zD1fA}dgz?LTVx0ov|qsZ%Aqc^Hd7@$vyy9KdyzpC|Ll}f-?r7h+e678Q05T=jLHOr zXL`JQ)N>6@%3a{#;sUsA27+gpkt_WT<6y5gGU8!-Hlsu+v3ofE5-uwq_BH6UdmR@$ zLe%pU@{OPT4eKj)%94N%;fqAFZ)XD){)U272GMW%b;2tsw$vO@cu_Hfe@xU@AZ*b% za54kshD(g*>v2|OZ80A~A4xc{GQ+e?I97aYL0eFCf*Jm#8Un`a4p-o8DO%ukVygR> zjL+*H(g<2W*Td}wT8xm=$c}=!O&HVYjzZf_a?-GlVqOe;(ugqqA&rGKnK2_nOi(q+ zF++w8(JtuSU~NXOj9}gbw}`iJ^+9VRpMG3h=mR5)#}t#&DfKB)DOm-MRj(}QS{8To zRp`;RDg%;u-`!tqUhGQX<&fcq0}g&Dq%2 z4(Ru0Xxz74>8-sv!{@rc_9iWsN)pNCmijI~Fw`~GO*Fmd)SWKZZXfuCiSHJye>iVt zzu8}P>VYRh;S+J08KSM`sw#v1&FpKxIypA3tSO;IyIr-s_WWQ9uPUhiN`q@Ff z!9m%mKR|5IEff#T%D|BmA1`7VL->9A%4nT5F3{9q%}w zIlNP2KpmHGiIj(`9bAU^MX^QmHgEM!lYpEglyhl3KN_fBm=Ir2eNDM4t72rVo{+2A zt}(=|K&m`18!XkO`g!$Cxhk>>C)ntz-;YNiB?4eQH@XRV1ouWtoe7TlrJXV_TydfM z2}F3!lM|!|bAZ7!dl`gDv!s$e5x!h--O<~Hja~j5>5dPr>#fY_;?TL8n zd>TdpWb%{P%65c*DD9N>p$lG4K|?O71bdQ7@sSF9ZU_n%qsI5B{ig%<5MU6I>X07$ z%m%(1Ff*aL0sFMp}>(HpAJi zL9Xv8wK*+wkDh0ROC+;Q!R}?f+!grG@v)0{io#vy2ZF}g;L`)Nac#F-+{yJDtILq zAu7A~I@Kc$Or!j`*cRyvOsNR8v1K*%3>6<9_W#1lt|5Z+1H$DG^oom4>$w`Iu0;Ixw0RV9+IXQ80#2EXu&t2Rn1~w-AHU9nnVq5_i#c;;Z zrZx`=NGM1QNDj;ci-R(&!wY{kr1gm+<#xUhSs4ZC>2A*-d%D!c;MqB)`@*kNyHw1N zum-)TZjn3MV*S#VSL;C|VlWn>xUqqi=?NdGf^$nI@C4ZPZj&(9V(!s(od72jY<|?7 zUi_B4nAJ`m?=$>4YzDMVX#&3f;i#$B#l%JfY2MvG>i5gL@IQVc|GZG(QhJssBR1%o z-L9XD72ywymLL`5!-WjNdb+NdXZ_`5Oo*N?5uiGTlwrAbWUg=7?{ZCa{5 z`fcQz@zGRc>;BQ3U+CMzM4tH_BEl z1T%}fBrNC|wH;u-N_zK17|I{^8)Y&|9S9&rX9_O-*)w-lkaI-*Hw9i!OSActfT8w5 zY8925cfg``aJ4{U%&%3Qr-7cw;)SqLArpznj*3WDfZgeU-lmee*!P@6n_wBeYSXCY z58$jr>0pNl_>KU%?Fx7oVe%J@TU6a5a?C5gtk*S}zL(7%cs3g3S1DzJ{%^m#uW7lsr*HZG5F8O>m)7fv5XWdYf&zFPcn_!(%>bmH zFSXQAXt{NwjYHAyPXeVR?~l-sc@BgURDty;%8uCeUwvpbzl8E->W+!yFO6Jw+gvL; z5(1X<6vMoPe!c_FMZ+G;;e?by34mxAc(S3G5~_>n$?7u_PeMtOCcHc5h(4_*yM_K| zjxn?Yccc3^Q&w^LWl1N?Va-A7;&satR50sj*q5imgE3r2>XZ!C3KfMryty0GFRdT&)esc3-tj1eCk`H=;!8jh7qe#hxE za6#$vv5dZCM(?yE{T`x)M83%;+7q*n zB@V;0Ll#{owzpevDeU{54Y9M8Iv7Gew~*=AzI4(}DK|QOIM#w6rlG8nQ*NHHK1O42 zP*hs;yFCCAwQ;2xnPx)phExrS&M2mthzGV2RW@fYS20&qZup!3-@M zqMU^MC~Qw$Nnf)@Zy8@>6zur=enCltusSHX-3{QV>HZfKdxA5!uD2J!(})}5(CIMM z@h^Md$K(Dl7~KJh`a&^rC)XNOBxMV#4536XDk?Q>vu4ZLFeF?~JFXv{KmV>L-A_8t zi_f(1`rzx0zQiqy!ms=*ZNWoivCFJDJwvqVqorLzrB1}oZF1BjNQe3xC3EV3gsBDl zFnI_VU(PJZ3>;6_i-|cMM!&6rFa=A=N-ZM)wKq!O=@i0Ek$%Xg?a!=~w_#zyOaR2j z-4W?V&PmpwIfH9La8gRlRMYPc>wuRCWt}Oi1diJGAI*|sHWTpHbz0>{3XpYy%k`_4 zd{Zfx`}H=(Z>cT(Mm{@G-bI57SKzvo%6kCv8YjW53N||u?UUfN3V&L`IFCpp#U+g{ z3>ZB(1%oR>r@6wL-*DsEnVE<{;CGZ%Z++2UrLlXYgBRJ;vDD>_#3-E#;e>!;6Y1Q=aTQu zLl5_dXvjIr9BFj^Hj7Tu-O8#4hK2%EUl>EN>vBGXRWY=AvRPCc3$Ub3)yjb z=7x8gphXdQGjw!Tu@!OqP~Zo;jPbF-G!5!6-*3;TmKT~x;i=sdF08vKh;#uv%%eC5 zMKtdjh%DB7cX^k<;>#iT8Q;e6lpV_~;jr^nD9&)Fx8U;eBvD~~6uo%$3i4-UZ zF>wexJ{-rhwU?+TtAbp=@KYkSIbc^ymq7B*L_Lo+0YND7L5CeQ%j^`_s>@%)LIjNP zcc1~uBiea)#y+?FchNHttULe#0hS1f%abw?{g+xWSAnU1_8)ENDX^?)4JP|if*L4B z#7KxxdxrhioxIZVB$~O+1~v}%R6Hy6^4d?#juSD$5W4j7bV)x|P1jNyxwY;?TGY+b z2cmzh3t~bj64IqaV#{BkdB&2bMu$iI4Clwzf>}|_vh?ug`=>f{pvDIf9A?Tv(IwjG zV2q63NI<62rU2?<+1{Gtko|^#B zVp_7-v8oLhQ+4o}>17)5;y}Z18OsbaT9}B9KI4k{QeO&zTeBLhY&k_IOFRhP-(nQ% z>s@Au93&SS5Tu5%Ue=d?Z$KHia(^F;FH`+jxzy=IXj>=mq=VGw@Tw$^8)fz#HJ;rm z^>yMzGU7;lc=z)GPYi#F=qsvWza^+0&!oDg)V77Y2EowpPXrTSc4yhJ ze8?KYmv}+@@?#KV_jC--Gb5Q``N2_0w?!mJ`Y>n$EtEf6BOplO^lI-tG&?*)uy&$$ z;`fU~M)A?KDhDy3{13E2ior}Ev}2-M>r%sm{wn{|;Gk%E3N#ow(2 zw-#jA49S8XgSgO=V{L5(;Jg4=BteJoBogmojgXgtx?BQd5i$K5Q@`t&)A73EQ1glK zOj!Dj5Zj>51bT)|=j?hvqyc3GEIzj^AvE-O#tE5P=RaIP8Tf<#qd0<5=;3Qo^~#h} zRAQaX2SPPyFBjk8`Q{Eds*9KjH&i$8P4xC? zmnLPg?)`+;(|RUEKNG(>>^Ff^4ZAdLgf8%%IUAv_nytWbios99}+P6T+~Z~>-J zWD`QNd2V?mBUBgOPc$gqv1A@*y_{OGF;z&&+Ce*xoEXW{)-~TxYsy)o2Ys&1wc+X} ziuhOn4S1w7TIh~gZ%f7?yWPT~vr4>wk`Zwv9H8fC;L|f3kzYun7;WB$l2~ES%p7!0 zz`nF)Bi>q{yP*LO6Bf0asd=OfuAmhQsrr0oyfprv0@ZPu()AB1p+fhmEv-~hv!Zg= z?G%EHN8TPVCjc6yhV1HP4m#K$!oC} zAc2QO2Q4=%nYF_pvuW^|BaS5oSROwk2!0RZV)qOs=`b`0PVXCL}L&c8--e>Hof9h)#Tfoc2Qq zgT8j?{$eS;3Tm*>$*K0;Srv{RS)l=3NEXa9F3(y9SL=2~Q$kJtqm85CoH&2v4Zwa) zyK)hxgY-14rxWFpQJ0hy7oYug944nJzUJH{laUGC5OoTLuPx9urzrgc_Fsj}IIfN~ z`PE+lUMu1uNIDYXd|%-vH(1VNBeBeVfI$?iKaV;XTH?VySh2QF$`$e0CTZ`?rj6nwKmoANiG6Js?paI^v4*twY z0t5wOa%Ncmv*aeJF1APCtT0!^<`r+EHpRphCli>!NDb1BiBvyY@K-(~WRnvfY*)m; zZx|A^0l0;sG-9u7s2=O=TkZquhgd>GDMJINx~lWO5-4bGOQtwDAElSv~%+Wa0%x z^As~&B@w7eH%l*GnVSi7Z*3g}PW~%>o0b#o3eb1fbyM21OeIr*V2y;|qlU5@boVEB zEfFc7Dhi;j{=~j4?mU^5?k6!RUs-NhdVOs{UZ3mZ|qk5sW5)aHEJCle2FvDeK!R;AaY03DAL{3z#P2yY> z#fPjXy5@v{su{`ZDK_8FWB=T%pgdH+_xYVvI-Ye(SZXgh=gI1+{SGe;jZGn^K`kR= zS&T*<^=l&Q@e&ABLJ_=~EuE<3-ZhZNR>K#slKz;uI(%o=D+U3$l!#PM{AGg&aZc5l zmyQTMGsY&Z5c~kkz{yDF%j$OSj-^wFC%jpu{s2LhK_!h^=t@MV)I5pFg4E8hV15(P zuhEh?LX4Lb#v&Qnp@OF*`HROgIObsp*a2C|6>Z(6Ql)B$owquCaevGXL)Yac&aBKd zE2=+i6#dJ4b^YCc^0xG4+98}Be(;j4SyT8Vyv6EtSi=?8*wI~hva+qTO!2Zh$!6@^ zYBeq`spIH;sT$13DI+R~hk?vjwrttK3*`cR+4hBpW==vcs5bnEguJ%o;QgDrdEnYM zAUT2uriYr+VS&G0!vmyhVRrb+a2_)Vp9$`t^rN1D&07J$@K4du$hhVGWi3bGfoA-~ zV$TJHtDm-fY-H%RKr3pIa}HFf6FX3*a$pyVpjHXKk;f>tWt+I0y;B<93fo@Th#YR; z7P9mRYhkcn)rmrC(&(?UKY8-O+$Q`GLcShCVKPxa=vkl2KJ_pp5!jtOj^S^bQ6~Aq zlrvgIk^XuBDq3d>o%Reb|nTVlI{=VMInZYep*L~^1z`@9+uQ8k-lZ5?Y1&U-r8@z^C%aVWM@ z)V9Dbj1;}C&ZJehA)AApm?1{-H|gNEi2Mio>|1ba24m)YqZf!nO+AP)Re>BnEc!?&$c z)0)r$!Ah19H>)b3Sum%KBf0U4T&M7+0T4?+C~JAaRK*e78B&x|aw5uw7z>$Fh#Yw2 zHn(|gC`EN&4gXy{&{;JRdcu>V#p8-Jw8hu$8oH;&^4IdN@H3^azNkLIc|9fP>(}OS zdIc7emv(q;tLlM2~w6kG!xD@Es)KiEuOuracqhO zsKFJz5F^I3m-?q3rB#iP$}@>!s~gaQ+P@%dtUluWjVTmJ@IjbPM0(eB22?S0K=58@i;6KD@Do1f)|p}VfpdRNK`bb;*W50)K?KA z+e=AuWKm8E6knaHUPLk$IO75aQP76~rqoIQ%DS2^@MF)q;T=qYSeJIkIgfmCbn0;~ z{T&k7X1D)PjOU%LS|j~>ehXIoe}$b@P#!_ot%JL}OK^9GHxS(2-QC@W;7)Lt-~$wQA} z+=x_Chv42Z#jfyGhF)4BzJ#{$OeN=ss_Vh1d;L#>6jxW|RD{>pj`Ml-48rXGV!4ID z%tSSnn;@58>K~=O(wJ_?UqtvIl*IUNr?^SH2i_Ez)riUwO(n>A2@Hw@71Dg8n(&sf zXmmk)w7AAFFbtU~`eG$y4k0k6uPHjbEW{!Zwcx2TnxzbzINk2~aM6#G3gr>U3K$o5grzjEOcll_gGu~X4hP!h;l?1Q?FW9Ufj)T>~CtA!9ZUdG(SI||B~|V zUra8SgvU&ch3N@9Y9qENOjTi@QpIU)xIiVERVHu>Mez74>kcxaBBm$GnOHCt!gtyv!C6s)2>}8C zwKyp4dsHo&mnDbtIiibXxDuS z!2ZmSM4Cgv8tjQm@Y|4jslG`)z;C`Blg5f9qa)a#KQu_(stBUEZ|A%qm(N5<>nsm+ z?P8uu9+_4)3PG==0K=Y>q)blLPP(HlyUgpvldssPYI>tN}dAYgH=8 zgqUzM6|~+{tfxumR`R}CZziR6Fx=EZ6hz{gjEcR8X{#RcA5*h!J}!l;!>IcmXTI0c zxl=WVGM^sd#Yv(2hpDEzCAhT?Y5;6bzHa(C1@?(~7Ap)26S+AgN z9V!uw&t84XHZ{)Cp;XY4#eaW}ES2?scr<9sp@CYISU4&XpwlokkkPU)R*yDb#=t)T`> zGLTEsLMHT@;tAOx{O-Ra$G{#f${8t2U|;H*7++K{3;i2 zwG}uR!q}dFHol3Gi?VY0n1r8xcw}xqjaZ@z5yU|gb}N(B1DH~i;5|eWd-fu6+E7KRcI)V2Jnbo0e-{ zllXCy-kxK9Nv5}|4u?A7NH;KcAq~yosZ|$sDaxgk?}G{bKa5Kge4d4?dmbBtQj;S* zQNSZyQu=|*fXsLkD&t}Hu5(?kNSP2(u~fA}z{;`4LB)cOQ=LJ>S2D}z5)5Y-`bL=k z0}mQ2eMB1?IeiQknis+-9SRPb4*JLksrx@ukRJf~|ELuL;h;y*AUXIFF{u8p5&<(E zz=P(7zZwUCo$G(clRBgzDPu|D2eE$NN2g@4 zav$H>sA!s}OnAnZ6bSf~N(s}5&$u`=yoV_!hMF|}36~3<%{*!bA5nAPoiRpLCKRIfW^Xds{;r>mI%Fll4cCOeZpv{aTryQdK zFAKp$TQr2F?uVb@^!#Sdj)8_Dr=-Hq43(GaOEkhT#HP!-YRL{2qKPm}lR8x(R9gxD zySywRBd?MvS~SV4f@Eq2;7vXx$d&)GX5bdo8q0{&MMz_@D_wyiFO%qE$W=1Fgip_DHm%xcU*O^1oH$t|d+XEqjpJZ$ z{-sirp~76!sc@F7t#MOYO+^LUqS%IE%bX!PA&NbQ$t z=MzBW=5UIS2-)Kju2=^m=kFeNDeYc}2rp{%ivv?nWGClZIZ`fs4wa$YMcS^AkKAEn?&p+)}EjOAuz*f zbgVNwoL7raMm2blLV)L+PK!Yq58M59a8-Y2m*47=(V+O@G+PSDz)4i;jH5cymd6#^MR{EjN}i`T2LN?M#9L#qv0t%2LJexUcY%$8j| zpoG?Lfy$^~ONL3KAYR3}Zg%>*<1Rlo0zL|SUvK=($2h57Pv+OZ7yYRmlsNEi`s$X^mMZs5d_uHdtxBm~Wp0iY z#1x7`im-Cz%y-hluaBzbl`em{vBP&(<<*`en9H*A2Lyp4ly~{xLxA(Y8Z`=z|JTT4 zXKcJ}Y;10q(%&mg1hcglz z?t8Y}er97zBytQT!0;eOm^QSxla~FgtSIf$jI))$jcbZqYDa+3sv99Fo42-eo{U57 zW|!d>pv{@FoS|PCgeD&0255@(AhALM>3Mj9XbuJ~Z^wSRz`oTx>QBc#w7Fyk=1p&!#D;9jS|g4Pdjp#aL>K$_)6L9P3b}s&E6bR3}5McT7VR zayoB571%cNed2W4It)ZQYIESamph18evoU|xcI%_$KR!*j;~SiJFpriNfc)?ElQ;C z11G{2Zxyrf_rioCrbbi8|Jz#?BpFSUyWdn6Y+KCCY4Vvs%?o_-e!8iS$~w6!ItB%-=d z|7*N-q`Su+_WSQOMI!fwSIAfB`p>L%`%K=wT9d(Af10o~VT~X=e38vpFyUzz#QBe4 zuiPPSpwd_{Ij@T3V7EVsj@lPc;fr7dec|%+fhn8z{jic21_K#od3nYWsa-#WpfNFi zQpA?&K^6bQ?QEhtv| zB6LVcpWEoP3}`^1*pQg9w=j!sgacJqLW~YQbvFoJF*V5?kvz@_J&$k)qsnSsHRcmQ zhzL{5AEYJ~!D_weO!`Y)TFzNb-TjEH4GX}y;^5=-F zPtbb;SOn4t5ER+?v&f0X2-MKd9FJx}h31hi#uPe8gc$%0{|QV36`T*UP=-F{3;P5) z0Pz{2`wt!)awBeQnYA@p;0Q9qmCToNh`+{+=2Q~-pFh=?Di2$%P}D#*4v+lPOge+U zrff+1dKfI2k&pfd;`|GqFN~$dc_cb~m{TLy3_Q-tV8^%}#BaD~cwt|H-oa+^R|?ER zOsZK8u5NbVlQfm#PHm`D9sw$8OqL95eT0dvnmyD_)$HAXReR$e!Q!@otdPpBsv`wz1(s+L!?ts?pMvs3ycTV^oQutOT2JNkjyaS@$#Y>k!ZA}`W$Hw;z%`?@Px1AB9U;~Tc zN$i^c+m91!3k#Z%qZJF9rHnw`76CmafWR~(Q|%!j<0%>0KI0&n*gb~=Cl1Sa@N(5A zh&(j&rVL*H@5k^H$Fdr9WC{Uf1@#wb;uV>x9KnI!tW1tFJ~~hX3HKX&f$0#A4#^Xy zCkH@F;LRPggAEtCy^DalS*&wU%l8ojx|zSdos>sW>`8n!gFZPCD>BggH}ib>d&1u6 zL=t~*FRb7kE&gM%B|{$N-*s*&o~xDdo2VCQNzQ=iZ)(j*sb-Ls!b*G4gp_}BqjRDa zO-G0Y1s)Z5*@oIi_^40=K0pbZI*PRLRo6g+xe~fHoZ$Hm;f;%}3a6POM)|S=@({GP z{&jz{cZo9q+#B*VRhfNvry1=ReVcF>QC)==9&x~i4=It4$m+slF}#cls6>E6 zy|H6wqsF9HwsRD4sz5 z#dF;7>EOYHfzO>*%7aCT(WMJT{m@B>$N8R=`Mnv3RzovKHb!PZYJ_XeJ#eFp+l*kS zbr%=~>b0vpg2-jiPSmE^iWyb9APPGOpMFw4H~p#LzOdEQIF2M7pmn)fUCYV>8lN1( zSu_Yc2Xlr^Wb~m8;au=FDWC-A6aGZ8wT&$Jit#(GRGo+;RakG!adWFvcgyq#_52j5 zThFYO_taBfgpI+zrlqx80_dgfIyzcfB9agB-)_V*o0@!%Iw?^rBf7Qmxg`dprrGwh@h|$SO5Vz-@0p6w_hZk0TeCJp>HG+XWv-YUKLX%>o ze1y@FODe|G>OAwn@gZFj*~5(==DKL2gGUu-vjqeF>Mp?@g65;MKwg4~4`ROvnpq9Q zx1~g5xK#;tsI)js%A#_=w5G3Vae)jSQ@`ZPY3O02@3G+=?wRx>!fYq9M%%orQfrs# zQCDoRIl9ZVPgdxWSLidN&XP!Pfg80KrN)K}e0p4>64Na62x@!@<1?9GQpTiW#ynUA z2O^Mbsz72yY39eh_vT!I(^r@0RF_F32FLs`AdgwXO>MOOU8sBzv*)-3!$7vGE3#C< zuGIogCt{?^ZChjsP5fmRZ;7py_gkio_FQB}eNK&qTFTOiZ+-1#T7r|n+# zfE1(eg2+6^Zoz#KZd|~*pU%>mYe=(iWK)xxj^3PEZUkm~vkAvn5HmI2n)(v9*XX6s z!8&^(Nvs+#Zdo%~Su;LFNu(?FG%C z4n%)m%+)|9Ky57$-dvs^c*sv~Ky5wXH7kk#usTD=Jqik7fhhF`Mtc)m60i8K^oe{766-)CedJPg` z(u{U4GF6}FZI#f{x_lcim}QD8Jy~G{xvht0Mjs+~0O{jODZ4E*RIHe-XZQkd%Egh| zv>sn0FpE23qY7bziouE(^vT*V@~U+sm56D^onfm!%+x}i4;!0n)_4aVzN2oiFq(Cm%p21q-_1aqH?+RimE)eQdtv<7|=&hYO6H`kMq!zaF`Z z1}-s91Fuiv+!EMbIQrR`BfKVz0KL>)kZVmz7yG-Lt9O8y=3c#oJmV=oZ|xc!iNl>i z$AWB!Y-bL*wYybcc->!nTHXH@qoG2cY@fr^uwY@bwVePH2R~c>P zgZ&%Yyur2sZkPQ7M(LL|4fONyK^b_j^JSbmLo`_H1jGS_ zbFXHs5FuR$Ev;O=4zCnzk0p!;@F%hH3(^X_Z!iiu@PQhyw{au zJ&%y-5Xa`ICy036{4gt2I{u66#x$@*#iT=AlEw~MdVxHGX$ifuOh0EYE<9S6mbWI= z=Edv6Na90%ftA<{rB|>)u%a1#xz0Fx{v*>*f@sA(rhC0&%rAUR+AL|SkNDAVz@hwy zOP*fFH%vz}NrS(|ls}sES%^D46X3GEKyPW<741XHf|O2MGAz1h3uCg=Z#4j{Z&*Cp z44EAi>uE^8bRtTu2=b$PGhUXVwvQJ)JgO?}D%uCsI-%>);CFhOIdg1ABN#=de&- zZob)VphAV%}HR7XhzjhW$`F7)pg*i}Yqp4-zjHH?%Hu z-mIyyi#LOL8nijry-MPBqnd}mR)N9T2`7^L^`vGrttbfbudvnfh>{n(J5hY{z2lSSGdq=EoOh^_62w|6 zO9%k^->LZnCX`~o(kU*U{ffO2Ch(e9aHUSuse`1KEx3juD;2<1Q`}d&Nmm!m`wElh z(R(qcyppYZ7&zom?1G{ENgzLck+pMC&I(U4tR%+uAXPu?*KYvPn7}1WonV9VsSrgl zndKP9hpOYdm-gc`8Ur8k7%}dvZq^N^Oym-u)Gt{ zq){Q)8(mGHGS&jYD$bun3#DfzFbwS!3_qS)b#>u*5Y=&gla*9&Y`i<`48!Hko{944 zAaxH>MbLJ%ZawE9mmybi;WV3{?XaXR{w)WgO>AJ|-=DK2qb|^NLoIy8)CdHfdt5ot zI^4N?xa`gkKL;L|435cf76eio=nJjQw(U-I_7^mea)H7e38!g->5-LmyE-VzQW8G* zU%HR3x}T&Bm>7=KC-=9D^l)1-eKrS5!r*kK#oRKYJz9{Ex-0+Sex!^B2mc+ayUjGR z;oponV7i!db*5)dCt)6v)Moj|oTr{K=bkF%I!jRcnM46EG#sXSyLV+?-LxBz>MaT> zk>GPAiVqNuLSMIx+&-<@$zvF^-k6%hP6<~!!B@P@RBnr)iGKzocg0M9iP0o!i8FcV zAC)YHT(dqJ^9g=wmFP5O-em`6Nf%>zOzi8_Ft^G$r|{P`IrXxV zIa?KCV?^BE$}}13-3EFLw9Edz$X8@{+)dFTS4*ldi`z-DD%X<-@N=A3HOa=gI)vIv z{xbk8(&7_`LkiX3lJRQz^v0p*jLYB=>R;zr4Z%W$kuaMjNK0EVYdXJ3+n|6yja-hE6u5z`hV^)KYw%rS%w*U_(Q!uFm@sgIKg{=%yd!*c^yr^j+k@ zd{(gXFa`Vp0sO!+%n#cmDkgc7u2L9}L0tb{Ny!Tgc@}IooskQBoZozMr1Jd~Q4`Li zguc+j`qdtvz6zG zm&yf{5#Y(Y!=NX?_s#e7)b}m@O-Cm{WK*zbxl{k+z;$=4>u&1|bh|trc=q*cd-Epy z+~w!h6gYO&8ZG#@7kvGEzc6voaegSdSmQ7B^vK(d3j!+`77O`z1IuQCfiKaWzZUoO z$Zy`{tw3NH)wk8ZTtK7m!`t)CM1I)eYb|e&fuTKkpGcwagd+bu@494#vmaOzdP-xU zvFOPGZPe7T808xEwCVENzVF-K9X2Cuzg*j*=mZ)XI5{qDRosJWQQ!TPJ@&q?xV$9p zjvOpxF`l+xqv0AjWowhp-Oq2f*%Shkx()dOAn?mw@ zwE-nZ;#=Ay_Y8+^4~uReh3+iLG{+#g#yV=qn%zrkY;G$*2Yg?cN)sUWYoAoR@g4Km zA2!4^^LAs=IuFao=GMKKHzUEO*o@kcRL=&FfoLAD5vKmLOT<)vWB|v{t6T_td9($3 z`GG^@|FwKRzerH|+6Xe$e5e33`1H$wSqA54@LQdCGJy%8RX+a) z0jKTaH8ctWzwZtxB?!n|>>Qr#>XB35Cnohk)0aO;{Rq}AP1c}nKm=HBZqSOB6X}Pc zi@FF0|CM3Zq^svv)QTAh>Jdxm;7*;BCWp{aQ#;^W8WHwP%Cw(=VvnBCL1x;PukU$p z{Jo4hNZ@BFq(M{}X5G{dx?94O6E?+=L}+r@-K}+a3e^d96U|Tvo%)rIrR3a)|089W zl{ST+^!_DOfG?6i6fpt7q=COHC$9|zu{Nc&=Lw*r@^&p90+v<%9Fm==F z>WezpB~?@+j%i<}i2T|nVJ}PUSb>_(2kG#OfKV&$3LX!Y;TOV#K_lE6Br{bGX0Lw^ zOg{Y3z<{=Rt2MsVN`G0+$(68rsBQUkkw9kIrWR)S9TWfQ8N@d&Ctfvksk7ei}+(^BM6pnnJXqUAAf_qeicMm-4uGr2AE81{Qaz@7 zFBA#CyC*`P>!1Sqc9P(^&^kl{o|Vcl-sV1Nr1r41eCs>Hf8Vd`+IIz@e2wDg3LCQf7Pkd}?U}uF;frA^|@wwKR`ZG)sNLgt^dA zNzo~Bg^VLMOfGLw{#M|m|7rN+e@DIYb-DLbb^Fkx7-$$!H0R2jH}hrPi=bno4HXP5 zu?0W@Z+26?eCO<2VsxL&=`1dI`Itla2=9_yn4(~$T-aD5zjQg(iR;ybP%-aIRXzxkJ8w^&#FKli54k9Lbws8YHjJ>Xq3`e{ZXABzsPUh{| z3V*w*zE0c6c(ME}1Aw6_>N+vB=?$>frn>eT z8fy9025hvP&$md{ZI^f|ep`&ibs)1l*7yLC8ma53b!Opwkqt7Rl zk>Bz}IYO9%{gX_~u@O1Md*Q)j(eSf~D45v{vX7x+;T7yC?7@h>*4=Kzt|=v-A3{cllt;v3{64qYK#nE zMQ#IEynoojpjC&r$%cOfVOm~6)?UGa`(lWH_;D-aoA{F9AR%9QHS=10SfC6IZXIit zAGYoApmXwrf|@=BHHkdOFW>~2XA6_5VdaTm>F>F6KKI4GbICdvEvl%^jp&Et-?zrr zKcYygh=>{5iLXb@$f1v!Q&FT()%gR=mP%nvc#tP5h0%UpR!6c4aaC$skZ-g-OxaC}*aFlxsi+2E>KOn59` ziH=`u!Xfc^S61J5hO3Co?6t?Cj5&Y6j%y+*r*gQoF1*%0K|9!;i2?ivxJYm{EDaRv zoaF1i9}4KsWn(p3;uFd0>7tBztPqn=w4|zAX3=1C3CmUN?IdUFrxp6r8O24oso2Vv zlor`475&0>zM7Tr4Hy5BvBRTE6~VxWi)K|+Z_5Zvd?c!mfJ4vHPGnjofJ@j{KD@hK ztuh-KmnT`HevC%spaA3_KQynQ)Y@IE&*sSCDQ6j<7a_(`L-7g|3Rl+XSfXZHEPQh4 zC+cwhw>~+s&cahAi$?xYTb>O$D$@D+VO{?{Am@fipBm^}F-xPr-VEf+LafU6wJ2gm7aop7du;KWT;1 z{|@yWFz`HNjBpxeTZJC78zDVyyuVLe)vu0K3iTheaHt)1(OA+r@`obWR*oqQxogFk zo;126CHM;0Fq^y8W+H6-<266}cUrmEpB*jy_;YEwW*NwgLG`rsKD;4;8*}$C`m5IO z*1aGxiBeWGTiE?8uIuAPjELQ(rr)uoD7S9slW(9~jq~P?xSv+X!f79w!^MIFw25EK zv*&45kt0rXyHa^Hajs}OkN$iMAxE=Zkr0Tm=D*hPKS!NPxj zm^9?634lx=s|6EZSr!nnfq{Cg8u7iceg-oBnb7;OJ7`l^p$_S)OlYtZs=)KlQ@P?_#Dy_xxvvI0 zQFxVXyHyXyf}xn2h0*`h!|8MLkh76Hnc5->39+jCI9sr4t6EsH%82U;Sy)<_Sh91m zoAYyW@bg=6ns9S-v9s~u$k&e#r5@)MC|VmByri|6+@I9KR_M!Absyo06kWVlQ|!Q{GqT+CApZZ~40poe^F_ zN0hl(z-4XvWTHe)O#NA1so(ODDAwe|hzO#jF+8KGPgSVKF9u07Ce5KNZMhuYEyI~3 z4d2KZg$5e&WQv-LPj;g-=FxH!zi5IFxm|r+HpujhzIC(KCPmgxpT5XrrmNX9GS=0T z1=P2icvaQPZ{>HRF80Ij(pau!F?=x59aZ@407{$s5siTZ;TDl-5vlci+C}j>WSXH! z#^=Fj?Pq-#Ew$|rj*IK-oGAw>aO_}i&v@wm(8_(F!E|dnedTJ4tozjaGb|cR6?q< zQEG@?7Zn0x?nsWczRwNBJgq(}-ZDNh0a+$k*SoN5w;H8nNrGm0XAFj2JI#_05evH| zZ{`YKS^n1?-7TeX69TSE*RG%jk&wVH?>)rok>aPwb)-AeGv>|UU!-aLOW#r|WoOJNBywomEmYO$g%<&e5(eE*D9JwnRJIS36u9j=H ztV(@GiUgWd!|IoYixCX@q3>fwz{PKzI?TDc{ZaD(vE%m&KTC~g7rs16FX;_5kDpodA%ciFlD>U^L8FYch7$>-0?1V z0{nyK+LBOVgr8M&MAZ-&&2VDHyJ$FFa22=)O+DuAII{I){3ELToC55n0Z>FYS*Zz; z{g69L8&v6DXePi_L_zB;{H;!K4rZTp8H+<`pw{K|j{Kd-!iyvHNiH`!ZM`Le4~L?}Tk);!sc?;!Ms4i-!t*;`out?0 zL2IxG5~vSyKKZw-D{6N<;Iyq$S~(o%jU02ur?#P?YsR4X+k4*1i}YkNIVdV4v?;TO zhSm&GQS2@JG>{wRPOxH&H^8)pV(ROgKWpKIbo;-*hAr`uUfC+;FC*5a?QrqEb$qBp zoEu*jN$lBA$~r?U3>PfQwe)KBNNX$=ARLQl9;z;n2p!GaqpBQx0f$zoJA^{Pf28XX za98MRZxu>c(0PC6ywkYbD^HW<9{#y`lX`%`85P|Z9-ZG>lpoLo5QVl`7TsENhXFRHp7nU0+73p+QLl~+~o zjEFiQ`pAPigi$_qo5+WF7s^I(NB;^j*;m0wg12j*6Z7vnKtD{*h5urRJ0k+76_fE1hqA=3hZNznY&@#?Y2I&-(qjG?rIX1&+%+AxKECuIW|b8z5K@FpBvyRo&gZQHhOo1fUWZD(U=V<#Ki$;LL{@9*yY4XtF0RgIMs{$X>zA5x4tN|0J&x9V>ydne>pqV_fjdk-vU$+~$`x-y0&c1F4*ay-3D^`Cu z6G96+A0}Co9g?pf7kIQUrk9WgPl@$I0t{aD$ppQqRFN5v*CnyzH#@gY&(~$0k9Y!0 z9AAglzscyU8QWi8@=bGFqjdsn?Xrb%J>9+mWuLT7Q6=GuL1l?Cvw3DopOsx!05h>u zkrCA^5ycxn1S*RK|I1Ak&It~9ab#Xnzaj}zGOb*adOSR=Y$F8S&N3 z%gLQmx4opD4B`+d~PFbSRAi*Vnyh?3=!3ekpy|M zj+iV(ptF3lQs88xI@bSAdtYOtB9~5bUldJfp)8w6fG+S^ED9Slb)`SkR;5jt=jw-* zI5tB3ir2d@+1OHj^`X4=$3VPytLRsB+VOcJxX8eJhvuNuNcqMoE?|}mMDS-0?h1pi zp~(h_hE%UvMP{^ZDD2PLham^=As7jKL_!6Ph+-%aG_kQmWQTirQitU{THQXh?Tzk* zcTBe6(z`(}XJ07oW#A{UP_<;|iJQ6u73KI-?;oykSaysH?6E5d?W0b5Ir`a4p`%{WoXz~Np{e@rk3qbA-Nf-i`i9=$T8z`YH=k{j zv*Z-4fBS!4#S`lAeubT7o=K}|)cJS+ZD}IA^~MPJ0zb9hC&&@%1Y{7;OhC7&MfId5 zB3jWoaAYp-gJtTVk;Mxvs_m9ykvj@%>4XnGO(C^6hxQHI)4D4cFKHxN+`rBJW!^VV zYe_vo#Q6$*w1yU*Z^l4BLsCuNH5Iw~&8^EjsCy{{gz85TDagkWbYO>dj0=?Whkt}`_%E6efiwB~oWl`u_#sPU4*%{Bb{_uvpY|tnNsx3i+C3e1n4c0p(#)b5*DO_MB#^RX*Ha-6?kOE!8Vo$Y zimHo*UhOzsspDr0E<#n8^y=Cntffq1p)l7MGwv82sJ1We&qySp5(uvyyT7kIzK{JO z;SA>VrGq2R6WD@yfEs7`j5A9u#&pLMvt6C(EqBoZh^b2W_iT(k8KQZsEp5c2X;*o- zoE4t?z{jBO%ZEWMNkf+d+$6ZITIsX&ntEzM%!Fh)wD*txR@GBGJhZS>`A(YU*vQf_ z{$xLTng=#RaPA^*^`WHIHQ-hi4|i8!j-=x%^4(_&{NBDr*X7#xT8;FT;)+LGJAquX-X>fg0Iv!zIhDXvWxH??=h0mk~7 zJ1N|U0^(U?-k08!M=rytZX}%hBNI{9rbm~#jh4hBXIS(*tn!EM?#COc;to$==UOb{ z#qp*2*HiD(iIOSQEiKJWUVA!vM%YV)crIu)*)|Vu6y~K&$y3vwCy+fj_fF9{n{+D~ z6lLqDPJJk;!nlmH=$wg#r9hZ7w<*@s>KQa-?tz-Y%DgJ%`~pv^bcM7?5)U4DaDg~R zwb<45A=!>No0@8a6`grP{&)BkILfpC71cnw(w$%+$ROBQnAzIEv%n_Nh`o7$kL(@N>4Yi`O)K|@wz-||Cuw$SO^lE+HN-)##-d$Xt9UC1)s#H+6z6)AC5gte+?nFjL>=?U;jPUa{#Gpm6=;KHmHN2^Cls)yp54Y7^_WGET1<4(y1l!uE~6!} zojD)d>$^_p31m2Q-X=V zA9XckEE9MKvwF{#xYdOu*B{mXDqnIv?5cKiK!s{rr|zg8y>gXrELByzvF{1X8(cc?oCegt#KP)k`JI?Dzfjax9qd$VUQHyjFu5Y($FPMiyh9qSoFyWv$+f zIbLLoKl$h{=nT~=%sa2DAH%wL`hMUtF`*H->b>J1&ZVM29E`;uJXG^qn*=*Is6vlx znbBg<#m^>eRs(g=T4r3L>pTg$-sXWZplIx9l2!pRT6U|HCY-7Xd(Xp4K`)Q?*J#W- z?gc!rYi>{y)ZUnz4U+)9)F2OL73)m`6)^L4&b7S!Z0Jb8i`Ev91bSx3Q{&0 zbF9P;5ew4(xq({Y#h#E9>IN@Qu=Vj$ahoq2%LHF_GSw(<3xkWk|s_dfl7ll&-5`Wa}X8QfOJ)#D-K0#3x z-pCDJ8*qf~)e!GBDsu1U4_|c-50A9#R@AXG6M}BiY|l`WsNYUbMB-dws+$lYNX;c- z6Vz(Ydjx21DW4o<2O+w*CA~AL6%(kDd@Oq-#%n)(xmU+8ZH|Ck5pV!FG zM{ncXSM4yC)6{b5n%4_M>JR(po@hWp&m(pM3b-kNKY*~7?OBKFuMK7iw;qqPL+a9``zq-Y8orih`+z>zdKBTX62yMg)=q>A z4&;HtYog4=ysGUHiGm`^H3k8XT54X%Q<%JCE_bM0w$=~p4eDq$GO-CrSO!FP$`aC} z?F4jl=KE+vY5^Q*`Oz`jVy2rM|B8~$JpA;L#R8Y1JBPx17qrrK)7@Mba~^AW|M>wX zxhffT4&I@Panp7fGd@!yi2{#Q#t?b2z=eZfiWDR9a=*|R73rqoz%Pg?1M=hu$^8SE zI)_f#BGZ^#1oFVdK&FixsTWWD4|m>!j1mogq7P=4A=jS9Wm-mfo2`D@iSoiB#=B52 zr$5?0#KlHIg+lH-o+ zaYq=~Bmaz3@P)(^zV9A8k<6vHrrnzpQ<6o^=;}|tc7tU8@_G`cvp7y_NxScM{WtAx zqEa1e^;?q@ktjWbTV07FKx z6#4u&k3^PE0qEfJgAZ$eri=zS1gnq9tIyf7iNKNI2x#*QM$XmA6+Z(CAb=HISpKt* z)G%A7(%IlZjgczPrNpY`m20M1l}#YiA*lSTHONQ|bnm+^2AUifybE28i)hT}OrjTnTc86G-u6d8#JTeP-F%Nuw^a~Zn~sD~_R8#9K<1qqt|4;z?+BrL_} zGJ#q@eofpj+7XY2CTZFubBJRh`SQrQY<7{4mTo`VPbdBA!}+}p2t`bXa@~oN5U{-r z20e6_CPL?vwY4Qc-YZ**VLgct9DyAYkePqJzW1R$7hp}&{sAc$_Vs|n{PV9(@T+YB!7-~f5`DpE)G4UavpP4$B*U0D(XVQ89 zp-_=;A(U1L=$57Mr1LuOvUsWXSXbJGmL`+)@qsl0VU0u{ObmH1;^;|fbH3!ak7=XT zH^Es`vXXK$cfU;+<7cN+&g*z{AE=zTmpmGnAeJ3Wa`f)!Vvbt2Y?3Hf4HfiPBvNS~ zei;rYl^iBXXe&h6;cTO$TQe{lRE$1do==GEZgu`&-g(g z`fqyOYJ*`}#BbO}mwZNAhz91%#WaV`SDK-mn0OcMZ|2UyTS;s}uzycCFliHVJ}G*2cDGs5pP1aLMCZnae{Ilr5)7k6fD-QDMx?cHM1*?Bw= zK?AO6haE`d1+|?o6fgwvg&CZO92IesWO8w)Y?c|fRS$iQ=S_J|#jChNI&657Y-{{R zibnJ~$F+odpsn6YT{xXf75wML@S%|u0iKF%q*8Ntz9-I&)86bjay@XPbe4wpxRw#Z z9$G8k9?71l6ZSSE#Gq^sDg{W6FOA^OMo-(bGiR-z$A73&HEF)nryj;GXiwCbH|Th# z9PcgHjM6}8Q}F5S?Cm^svURk6NAGS9=Tfi{5wTH9?-wypjK{MQdXCz0W}vHt01G@+ z#*Ip7ktZ;RGW`lf&~i*>1u#6Xd-d)HZ%Z~8l+2+Aa<(d1TAFfEe4H$Jqv&i8J>S{l=Bl~e!kHdGry@)aMyQn>j%nNLD0M?% z5cu2!8WKO})A3@!xFA>=Sy|gmy1>SfNzBsfytDGZFZx#gwyONU@(YgtonLS=bN-+C z#ij1F16dnl-*dg^s2-XEO(F>yTO2avIuu{aSP{(J14{ilN%nDq%J*l|TSnqY*7Jzo zX!dlgSi@6Hm_ZTcoy2%~zWkNx(f1YFE}Aa0)VGKCb20CG`p0wm!u3wx_Q&79Qu<5{ z0zH15p{BmB<23m*2;>bGygfbN@3AdcTbJ0isrlV)7<*|C7M=+^*R@CQPiaD5GRu73 zP3Z(vU~ItlmlhjhPZ@nfB-76*D$!vLz)Mf!)({z0I7)Za_xrx$NJ91Icp#!?t>ZeBuxdgI0!l!7Z`ikc7hxh<;PW3uB!bp5b}JNEnd6%h!35A9&dB@ue0siMP#qsL#r@OPbUSDE zqCJw`6AgP5PZHu@^010WNtgU*wMofceV>hkuzT=V+XbHP=$3~(Y=y!5KKI-49=*aF zc0YDH9%o}0ixdQm99VsvR*ob-#p?bHGV*Z8Z`-<$>e*}-hB#fkE$`F>VUDUEC972H zv^RkMocW$0lWT}*MAXKZ6{|p!n z794Ma8AlQV&_u~3Su{K~ieaW;$_V>GoBn48tPS+K&1)8H9~6`!UH31TJK$}f?aM}i z9y27fyA*B_Xh2KxqknoGg-gEQgDk3FFIq?sqQtSu)||~e4d$`#Sf1{9T%QeHDQS%; z2H%1dH|%5!#N>le^t&{ypR_h%))7M>v4HQlJyRErxj^jp9J^`p5K36d*M9My=ssc; zY(s)1)kFNdvQG{)*-yQ>2OzPi(J)Xz`dkSb5;gLt914sUN{BkxKed8ilE(F%BO{cN zZue2A8A{wFgj*Uy>BVmq1l4$dU!r3jsJc*`*n|;&X$V&0UzFyU;EgsT~e`A5|-b`dZH;ml8Zp7iaF zh&6b`)5QSv{q z0Ls8JL;4by=SqDp8aS!r+8nh^v6-dLmp_RKRZl{{-4SuwPR5FPEV8?+c$8nQ0Ih(& zxnN@B{>e}<;>)hs`Wwa2RZkQ)1PyscT*7$2a|0`zEV&!NHFl~BPgXRvi^|5**>Kap zD4+h4pKM;hZCf{<_LM6(CmNP=p7z$8jvJaWzbowFu51l_1TMfP?jRHCA9^~wdNuy- z=$+1i#^ZO^-52}C65LRU*aTArulA>Bd6@ZL!J?Bl`V}TL`DpY%ZVq(VnAEwWNqB`L zZGNh6GO`z85Qw1GIw2=7OW9|pn2R8#Wck_ikafF8KCNq%(%pkzR&UX(+23rX|9x51 zUsy)4*^s8F0^&Lt!~?oWSox=Xl*}-YJknR?ga%tu=W%-2-J$o?4DE>1Musof)M(NY zPhrc`FU8>bolOX zJ22Ii{egsuqueR#3#Rz>iFs{sP|e`K+Cd|z>^!GjeF<{>N3!*olax#FwZJgFdaHSXJAbmwE86)9+>%cCB-N{@`03UNiIY8)yF7`(6nWIzD%KFK zyXd7QAS>K&rEjzmwR7E=%7EIZG}$0xNFo>v5XQ^Mm9+lEVfJ`WKW zDelld=yiD%*#T8E?Q>*Q>ebik8iRwo{lSS8yL>O#4YEq)%z(0w^2-bRXrAMV3Qw+} zPkMUV*5v5vUdmgm@AnC(lnu$6clyzwhD34+;N&oUc~l}^E)_jgT~=#m_N=2$r@rFw z77S9gLt?~5??QasYN)TKj_JzL<;1`>uFFJNtAeNg^DrICR-ZD?UeV8e=D=#V*NWMW zG2Q)K=Q*XzE+&%9(Ihn8?sdjAJwU zO2=9OlZ2RU1qISgSHKcL`_dm*z|?>hi&5Gpw=j*@e+??V(o^W`foV4eS6Xw&DbBs$ zKPEG6p?ms2x`9?he{0!0d@opr9l7t&;gM0FHn&Lw_)5+|c|rcuvk6ti2>ZNMW=QlF zIHE)Ies3No1JGID!7v#(Wue#cS69(Bjiqx$X^;mt@jNpqrCg;u;flES8h2oR*Sz*a z(tA*P9!hTFo)F|TPx_N8^VchUc?s?LFgxG0G|I1gQt14St{8UmwaZ^*@x`%S7RkDzMwWbGNi)HRZdfYtEX}yaPde1d_;;az%kyt&9zsPH32|`+P5*kXgF6MP2 z?rS%$zH{`Bw%BBR2Y=Go-L*soOw+LtN)BHO`uVxQHOP5Z&-%;I^1DEv!I@IMy4y1r z0)*kH=!&X^*%42l?DWloAyn+QISeaAvT71AxZtz-&fwpR*XxPJ|J}v}-fL{k!J7lc z9u?!xdy%1PI10FXa(=b1toziC?`B;sx-PE&tV{MKa9`H;Jtt^kPaW7_ z4;%<&-uJ+~Z@Dc~f=}hphV~Vqs8uKzHnWnm${Vqm;F&(HoEvwM(f0XS7mh#t`Qqju z8!<5|j`0vU(A!Ikp(IvGaz`wH|8jG@N5iC%ksa+D)B_0LHBel*K7aa^YGbic+4cMr zCT)$0&CE}}9NTM?Tu0(DQN1Hzpix-$Ai1fy*Nx26WT#9nvQy5jQZ0d2r&>KJQshDx zxdCNRq36O)$DtKv(H_o-!8b2?zo1VR`yu1xc4Yz&PK{Q4ZWG`MO8^VI4DIl=blb`A zM~k;*asUv?UsU$){V>VBV;X6g-@3_}s6L!OY5CsV@~DM*=iI>hyxaG;$hhWr#m1?p z)rpHe@LP#-l#wNt3*7zXTP-HqXUmanqMTefuK%D(OY9zUyu@y7vl?tHMd|0Q8|v?+ zp0}{3&6C7!D930)%sv}iYe{j`tROdztcTx2VgV%Ky8RkwVc=qY?i*{qO+!h&$H8tU zt*xPuCnOx|Ztg|K$eN{caQPHRaQZziPq3o|qRIm>PbDjZeG0eIj2#{ z8~zi)g@sIiOc0j3+>#dka<3o8$w*HjGXaN~F5`+scv~b3UrV$w(64EAtfLpL21a-& z6&C2Mmmng$GrxT+t<@~#hd{Qw1+0$MO*+*24*k*TL13PhuNmXJbdz(C{0JXJDb~xK8;IA5$P^>lSAdo zbm`3f$EcLp1U6nOh2HdQ6%8GY`#y;uF$16oLt-t76T22`h-lEX9kH9r)b+!bnQrQs zQZ&731LB{I`+4vAjWVGo#9!i!q~CqEs$j%OH~skqKXol!FI{mj$M7iZc#S=U@Qf|61{+SJCE0{}!@Zk!phnepoOz4R+nLq^0 zyFdH(Hukck@-Tl+WqLwE!PjYSI{Ye!#pB~IZef~|h7CCnbWu*r5KRj}S+)Y5A;jF> zl;omPIzw0Eej2xi79K+-*V(h>hx^xpJRY|*x$ zwk=Hj7wE~(0R}o5Yw*N*7e7O-FpdnMD?+ArA0%!VO@HhJhhfoY-WSJfO7fT5VK!Q8 zW+Qd}JcO}?yzUJYkz3To4@8JeFuUv?bZEoPriwi#A}vOM;+;Gt&YCZ(oJ_u8x z+(`Xfh7*k0mbc>d_?goc9FMV$OaUFc9oDS&i_oxz40;w%uQY_8BKZ?o-CX_(#s<6h z@9$y!i4GrSuJ2l4&*Ch;$+$r@9_N-BqiQOXJr}{ItR8h~-|TOrt&X?m<3{{p)=8`e zm|5kWASjX2jaDb^vHe1Dt#knIecsrT^Mj^`06%T3h+Q|mGefIr=AEr-FF%X~k$F5f z?5Lq=sKv!K7CRwZ;U)%aI=NiNYqF8TfI zKw!K*Gv;AMdPIlaj)A?^c!m+<|>>pGtZt zm(Tk}skc{cPB=QT4;D}t1&Hnaj?~TaaH3RV#BGR+{u_E<91QvWn=t`A*LG|b|DKlS znljXlEN&y!(#?+-oC$@yAEahO!YjMbq!))A4mW-!rC>sqrE+u3}qD z=8ZkhT>T>6$@Z;0K76oiny^|=^%?`Dd8E%J$hT~n#4mbOS1Z8hB|;@LvN|>9k(EGX z`oNg&dECsT_B|&ZJSkPzmL|(e>33rs?(76zBQyOe)YXUfsI zrSNYr>F6kKsA!74_Lq8RyubiE68+88@g4IFNT`*XqH9`3b{ir-J*TO}y26rPK46gBNlvxW7jQXzhFPOtZb%gQF) z-1nz!+Kj|T+J_&79XCt`Mw2<`eY^pkOfWfWJ%fx0fvyJ9osB`0i|cWL+l5w~#npL7 zojnf5V$-sG`_**>2y14g)z_mqC@isDg1^hw&>uyc-#!3ZplRtDXvA)teNR(`@d-N8 zBYomxA}mM!ED~#VLN}h44*Ui5FU+G0!Pc26LG7lE`=;QfcXM5k#BRC0pROrl+5Jk< z*4H$SwYAreeA-+)`0Qt%f@{Kq-9il6han`ZsrpDK8=*rSXKV+*=O*p&%5u*i%U;gS zURN*R+NA+Hl=ewogN?b_;=`5EY}^AnQc4?=H<_5~NAEb1SskZ{vO}iBk@K&l5UI%A zi&DiUK8e*^KKo#N=**F_jg7A?ms@ptNmM<~_3QWZH$%TN9)u$bWeVX_ZfW#THf3RH znXp7eW-15i?&w{ynIU>+@Ec$11oI>-Y1;GqOB^L2ePu3I17S2BB{$I}qi|8?Jv`|P zK?{?q|1q*w`yv^4R=~B(``%hAQlzvo?l2t%MIF}(JU zPe`E+U>r>~!St~gziudaK|R8hARZReZs;6Q1vr_msEPi2Nd^J&KGN89O98(vW!@Lh z!43oC`jrlbn@9+td?2y-DAjpyDAze|6j?RB60B!_s7fJDo{=A>=wsLgLRSy|$eE9Z zhXKi70)?p~Y*uI?_AJCC5w*eU9w-!B4-d?J@?n(0;XR|47JE#M`A$Bg8Md*x$uIa* zdIeVUSNaT)zOhpFBmFZUCE%*+E%lDVCW*X``3U`nQRqPBB^LR#}?jwoP$3EzOw z^z`E+(d@>+u)oSdeb#7+g90D3h2gwCq!-LX0)7(!K^dv+4GloAE{(Px^ty40F<?T__wz}q+!`)`h1?&4%ab6E6|uY|dSLA(=-g%jftog!f!!%P&Cbb%gN zJasLia}-{+skXGG>Z#%9AIm9@Q>kR0D-{CLf*$JJCE$~x5PzeM2~{x&W2(c5wEkT~ zP7{RRCK75{*`$hqZZ?DmC2QWj?0cPFQUJa^{T?p{!?QQ434zbaTK&(x%kVyZzP{Io z`^WNhq^3q6x5xKtOpU%lNW8nHB^KVNgC*eeM)=$B{_AnWqmASH>Gthu;ajio{StUz zY3uv=B>c<<@OnR=&ce?*+87cgy#>m~_^U;{PKybXu-+D`9r`}gB~lOWFVAioKIz}@F@|MUF2<7?~X-uJ^xDRJ4AQ5nbB(Yne+t$*y^|_t@OukK z;*vdUl|wl9q)9Oy^B*gNyGa%G%kExf1k8}9a$#qEzzBu(S_X9!HPn{I(no{gdcm;x zde`upn(F>)Bkq>;*Kddc#C8^kNElT2jeDIn5%Ny9e_siZ4eRf!sqeiHe0y@y(1iw< z5J;9SV$uyHpXXxukUeNxT^TOSNWjbDepwRffi%+p)?8YD`;$BmiL@aPDW28Z{*UG1 z;;%w_z~JADm`o}pl5%}b4cA6Yy^do0!+wvTdi-i~D&tn?I zISFfHT(a@gh2r8}SvWTHwhfXcSYBqD&0Nlxqi9yPam2);%MbB}iKl-g0d-PmY+AU- zzFD-Sp2$P^x>v~v=x#bSXP0AR^rL)O_p-fbCEtjyED(hva zMDCRNDhPs4^>_F0zSb*4HmUaJTeo*}fm>-=xe@{WFQ0R2Yg_^}X z%g-4AhugWgdfsGL;u+uJX=)}vbV+I(oQkk9)urvqYr(mHAYJ)6{g{cq#aSwK_YcjQ z>!ycH05>$9Hhv?t-_OjqyZ>kMOUH@_iEM|*oBo8+f3+b)FdTRB0xNVhI3z3QJjTv- zgxl1NB$=O_z%wJCVfOlqdeRBSkx)ykslKrwB;Q{lpl_V#Vg>T`zYwd z*Pe+^;Z5jbENHe?%d!l$M~@4yX%s5&U^!^SECq{A!q`%nlMy-ZCk*;I*hd^-le=@9 zU0i*|z}N0`8K&*STDz6Fq>nzAfg1ac-6o*581>bf@b71!-d!e$Wp+{JZE^1^e^-ii z@2RcCar*j(t%AgKx~PTCh1`SAU z1#KK&IEgnQ*j!n9#sjYCaiN^2NXSxZ5j*8r0C(`>LGO?~1u`o7rC;}xOq#o#6?@7< zK+(H4dlmRHLybj;Tf7_RTG#;HY31=M1)KrnHl>N5Oh#|x_M>-eO9?-f#fze3{LE?% zf#1cW?DNf; z=IcD<#t3z73 z(32jA+Zm>~rR>}j=1*0!V^6IDkoN+iaX%g|sGc8WQ;fVwT#S^5yr^8xzSw^vu>JM% zYKHY`_hRn!QhJ(YDzmw3L9H7Z%@c@#AaumS2+=P$tP3vgp6zRToNU7%kWGj1Uq=ea zUi%N-UM`pQ9b54Q;lTAH;>UG^acok8o`qgh4Ih{ySGRSfh)@demjGh8Au@(4L=+8% zbVd9kEvDIS@MCBES(!&~HOkJNaO|Y>$*EhWok$}fK{X{T>H>{e=@IlsAeQzATufc? z*V<8w{saWNv0^bY#*mW;5e>=NdB)k+k!Gv$7bAh6n=Tp|=GJg43fP^qNVG22h4Q>P z?F&OQk`>4QW;=sfQ~*X$g&0bFmo>pR{vIBf^80e|ew3YZ+m(@J;;WbZB=C56KN7;n6_@ac`vr8L|cY2_d|_Xkm^jG7O~~^_Lv%+_*Wi zzZ1*u#+NdCT{LU$e>Sc#K)^3hjbZ;miC!$H+7Uw&M8xH>3}}Pz{5|%XI5qpPbuZWV z&d&Y_Lz=cSzRSHJ=gy8Jv=~)*ObO#Tj5!!}p1byqU#Thqg`GWTABM_i{nx5mPPX|M z*%6a_PjGw4sVLarvrG40NT6?PpG85eGB3(eLSR|%WGLAGcbBdRp~GX~o4-!J7xjc& zZ$JK>IAH=TAfAhmVY?Unk1D54p8pv7a~Wu;EI;+=B$zD4Nagj>t-A-mQe-4D4X~Rm zMQE_=fB-{dZ_>&G=U90K^@yN_1KCKE!KPeuhJ}b=e*}H17x3@?y1C!zdz___e=AU` z0J&nKOq0kfq^a%7E3PhGmROvpbSgJsS(4+hq>U;AWNvW&ou6u7L%Se0l#W9=5z;K|DX_=%Ex0wA;t(EZN>_!3Ta_nSb%$A%XZ<&hmt|Rz3r_zhW>fIDGUr_< zXrdVsGf{%1RGMbxQ>>{{Otm(kU;2g*RiLKSDM6#tMJhoC48TM5uu9}gXW_&Yl&?nWP+HKz()ri^%=bLwBQ5s0L(1-%(Aczl^ zMMc4NMN&|sL4FilvN3=TR<#WWQmqyWG)OrX^e{)7X)=UL_mIrXorfU$c(0x@_J3R; zPX{I?n2X%jZwARoyO;xFRCOnlpL0`nuU68zX@o^&KsqdJ5YZ$JL~47~7*ebt4MkAc8u+Ey+qfuMz;05R2=m6d zlnbK#a^?Rsu7ydVg)tue@g}@GY{#6*it;8(-fKdgwnlVRUc*Iq zt7)F}zSo%)BLdGVn1AjlW;fY^q=D9+W8*56eDA+6yk}EytODaHR##|&UMsIF7~yhh zMKtk>@bk3cZM%dFBBv-v5VV}~zpJ2s!IHU?hBTD$4 zvj&2a4zxet8f8~f)dZxz00)c{@{+iK!d;`>5>R+Khbe6Ns)Y)6X(^%1ZnePYYhTx%Pg=>Sxc5{vp}*hr6*`oxMe0;Q z1m{*S&DwMSJ?CzS|AVA0&vPUD$s{uou=Ff7yO0>`YgN{j+?N_mNb z#ZR$Gyvst~)-BgBakv}WZ#jS-k@P0Z1CjAadS?fwY5jc5X(+o-10_`hR}KN@g|0T0#f#P)3qGAWdZbRy*Q1yM6K>XV+hc6OK}Z8X5DD=D?45Ra_q0N zmpUoy-7Ye0zR=hb@|Ue-b%i~$Q%gm~It5Nk^z|_ous${}PsGk{IDefxp-!WNEZu%o z0DOmS7{&Kl6`hw^IX1vns)fT>#`_7cdS@67B1#>iKfZtsP7j44I0%;g z6R8+;Xz)br90bF6KCtTV3zAatZBH`vzK9`lYhs`u0wr6reSi!ndOY7C{uBvAWRk^ArWr$I4-GX zA>9o#!}V~A?Z%(f=ywe#5t#ijC*)!w#;JnQo>D1WgR@Dj&61&>pQu zBXN{yo)cuoOmhXuLNJO*4>c$mt>ZjQbkX`{5F}G5cnkq3zND=ogi2k%G7lpJHYgN3 z8l~{GULIYIP!Kli1}Qq0ZbDK%+yylR#&! zaZ`|5DFTu*=SjvA9NykUlq)9MkRw)Nslte)9cdd1Jtc1$ZobIkD%50P`Vnh-k0HyK zpxx(Bc3mML=EWU7mgv8oY3Ul7E0&1MPbt&|O@`7<8M;~!iPlB*C&>Kwf#eVCVX*00 zQ1yl;lAT7ux$Y)1uwRJmz>)N^p@+ElK)a!gdqMom0)}lMXQTA0X(XZKOd9M?kSiiP z8@FWWg$sZC32kMy+5p4T%|uw#F>Z?s!-Y6r_YlGd#l zG&Dnx9cPY|dH)8e0o}4&H!c+NndU*I&vA!?V2?{rk2-w6GPBd#fwSjSw^=hS21!jk zI4aqa6-_hqqH^rP1$px17p%!46b+s}*xTb(G*y3_f{6Q90AB4BN@ zW$+!v2OPAvL9zVeXM;dXb1tV99mv&Fgm>nch~$XHrMCd|{_tKS!RSd7kx?mDjfq@P z2?_CcZ}Wah4hru!AF5$n;hxMBGo*V6ux<(esHaVRCwn)k74%O`2)5^RX!r$e>wviln0tzacrOvFd?8jo?cb)I0>QHN>#ca3}KZ&zC=AJs}7l z^k?zq=^gMRfNW4Icr5ad0zx@ma}L&izaa&pJM;Yd?7blw@KfMd5dP0U$W9O7!v1rF z<tO>ZopI87VJlGbdat8>8g{VJYSJJdhwN#PG1__M|9qs5zR zII!~Gy4eT9@&AviZw$^P>b6eu#LmRFZB1-*Vq;>PPi*T+Cbn%(?1^n#6Fc9$_x*m{ z+f`k4PVKJqWA(1;jkQ;2+SK$2-UExk?zGaLjM&GwPdID&gM?x{gj9_*8kQeipU9!w z!j8F?T>8ohd!Scdn6QAFfu+9MP8KV;4=oG>@j64zzeaZf4zXa4%cM)fXKM zw=e&~!#4hU?_8pNdx4+n+-=c2fb6H{H>O%?|Lrl|Y$D{V+iz_8Z*N-y z?b{WFz-iDPRIo?J*0bQXts(4cO3xD*^xU#-BOq6|_{tsCr^C^gGlGjysgf}2sOL@u zX6p2_E0{auBv*60Rs~JKy%pSh@(t3^Hh@USwNWH5QlYVe@f*0s{ZAM>K9oiTsPrFa zuWOGFb8980dv|N@O3iPqgR)kcrsFULC-@y}viFLwFCBH>(p~H~aOX&~WU|{F40?lk z>LW})gvPb8rpsaH?^WB35?KGRAwU!RMa>^?J_;yYo>CqV)s~FbEFL{vSpaRqH%Dfcl?- z?LP(*Ou+QNH9P1p)<5P6J2wai8^8}F$>w?Nd^$R0o%UGQUp82LpLVQy+O0sgTSnY< z?m==>cGz8UXSY+IU((Ef*3GT(=bFx~_|$ZRx9;(JPyF(G|GYbW@vY#?-Vh4kzwE}l zGBlLER7d|uoV}feF%R)r{}?&MQ|!EQ)TmsPFMnyP?$!%Oaci}ja@bvWy?g@Bgydhw zon3KmkI=vAZvPHfJE@_|s9yfd6WjH=5h7=}Xk6A|nqHmsw^5_g`Mt^_-=?REInCCG zf8ndbxIdHEGf`e8fREYMg3{_IESN5E$x^@Dx`@qG6=Oo1M@D z-h}9(;6!*&77B;IMl&YGVnsx!I(!rPlL+~fbK1z}2GZU^lLX_cIk`YFZCPv{6-j|` zEIDi*?|y_tdpb;MZcN6q79QuK^Uy)SLzgG&w?&$}B$5oT6fd?rv!AD^@ruk8-Ey}E zIn{3$%}|^OIXZ&bW+j?Ds_Hf9d^Fpl_wvT14YW>rjz4krtq9SVocPkkM{Jw!<Qa7|qE+&-o5lsvu+3?SC36tk0i3bK}<-y3W?Q!Q>zH=&!;Eh$sSp1Th zRCptc6V7m(XUQsgK1Qu|7+{H8;5pl`%Q>=M51j@Ee{Lvs?mY>KOPibhkBdUEbNt8S z)^P!&;Glp+aH`fZe1J8?Kd=1HgnFws5kTXgC-St`69b0f|KqE7;FPV|bbt(Sa1Kx% zF@U4hh5=wr4#B|=`u7NXE4(t`@*4!l|L6Vj{vX<(zRH+=Fbit;8~sswMFp6YSt6<` zgoG%g0>-y;O%oJaRn{~oVQfWv30l_M}n&;QoX-R zaNksR2?4J!_PP?70+8I+9Nc2>mP#dD1c}uwjeKoSiCpY zCIAH-IIJSoR@owCG$C=#vq^jKUKyWL@DODsq1txw`w&rRSVB=b0`^PPO0QE2lGtJd zei8+unsgKyCC&5v_OOqh?&Ca7;RY^c>|{WD`rl;gl59&*HB}iS=ENTc^2F6-d?qk>0N zCQsHkshNTuvT$M20)fm(y%P|B7 zyM20<2r$T^21aIXaaAGv6N*nu0>~4=*aiZvVn7PX)hU<}r#YLTU6{Y^+4er<_I?AdnKPhxBlbBpEKFPNFF~k1;YnQg%pxcT!^n7HFXE;C{KtH6{5&C8W`LZQ z5^IE6>TjfmIhxKf68F*@iU>q~rT##92)0}Pf?=bAo!h89X=IqWMpc(F)O*-rsDRIa z7VMM7)tqcQE-_@y6iCTkW;jOf48vmIa-d8CML37cYv4kzUv7f2FnnOy`TqVIZ$IkDnCZ6U%G%=RA5vrE9 zZ*-Ne2{hCSE0b7a#TtMP@j#B`pBW+uIi1=wh90eHf!7ZXBs z$B{WL|0l^8xHd>^@(GQ!s;T?nQ(zq|7A^!&_jJ+<>Pb67mPzVeN|D)>A2hMs(>_Wj z+hYG5SZ<76Z|E3ZJ`~>NMyH-O10Hk?*Ju3 zA@{ju!@|F`nX3PU%Pm=e9#1lwU1$htt(AOen3`o8 zgt&uP=MkTkl{_S-8kvBSp$#QLjbD4XD8f##m0-#c{XH)z6%~rUpvAJk#X7i;xX0OA zr_JfrHvuoVzcl{3c+CE$qK;l2yzn)x^B9=)Y^ty@=}SgJ+i;PR>CjNra_ zyZ!<$82yF_CA{XGd z85hBhyyNo`9vqms7ZfM#qrNoG`b=H|Mf=-x(gidRy8JayqF=!FQcZ_#^eN##R~473 z74pU6La-^U`D-_X+mJv48^89I=RD~%acOMwrKstbAhOXQF@pL!(mHPT$u6$-luQFU zZC##7SN`#z+VDEE@VCetFwsR;9GznAOe~5D(8-}PW_VRQkNqW$$2+d|j(X5-N6*aE z%pWRl+~hwtVyc1Lay?F)1vfGu9HJ>gXU4&;^15w;wh&Sd(KbXp|x{yx=4jQ z{do+i+62$Hf~pWrAqECs3klfv3X}VzRZRXM2|t{(_H&`7?K4ZHPm{CKOogC@waEqB zDF@bga$gk6ERZ*++3rOwJJlPP8~n_c=iySK(8+@PW-Bl{m{L}$?!rSdD-zo?N#?a8 z4WWKcd~hLal#4jjw}!5VjLy1M(0dH?Q0*NfT!#J|d*pAW7FH7-85;#giKE%h zoy-Z-MsV`>x}uBO0mzremRTcrc5%RC23B*oZQs*;Gx0Xs5xl}9<$|w@0|>WE@M5;R z2G)mu4F(){L?1r^(U>YTcHFsH>$o`KnjGNWI3T&|w#J=K zjTm}HBUR8f8zubC?fpFM!18+X{5J4)It_RGw7&vLXxWsi%mAvPItptQ!?z^Z>fMns zIl`ChCVZ_3^aM&Ld>p!lxOP+>i`*jnKNz2s8Cl(5Ibqjd;(o}xnh(}?THMU?7osoJ zArvqSXVuNMy=$#N!}&m@={y+3;e`(&hv)H;GXKFf%uxlW?p1aEfIcp7jq=BeVH$01 z5Z9)0dF)tU&pF<8Y8@<$pP6t=TO80Q;5Y#uEbF8H|FDDmKarrc9iSc@f`j+J;T)3# zK$if-gA70fbrJ(;fgEg{-2a>ZXs3ywr~ac=C_Io?O1!~Uu-=Ct!WRp-N7WZAO=VA4 z_z!kGn(`Lnz*{Vf%Mz~eR^BM$9ytbQJ%jkzg0GpZx#8h?=TUX-0!Q;(HTy-N&l4E@ z#`Wi8{O(2f((85e^1u7(C$5iAn7Q^bl+6~<;G%JF@g;gon{#ZQi%r1bnO@S7$Fkfx z!4KC9jh?wB8ANk{_E?BB>_2dKuW9Tz_4u~0{5nx~8gIRhFv-CmW*)}E%(kC#I_dk9 zwlQvXl7dw?Lv?tNz)X?FkbODbFkMO>`+P9YY@}XI+rb^JGYZMLwT_P~oblhdgTMul zv?aE?f6MH;v0>AwGtqtjvSh8>ymiLDT0cd`!&CJzx z+szD%E;S7ki)XatI{n$@1Ge>RB!?0d-#^tpbj)wWM3{K_r||-)zF@t=Au|>lTY#!A zA50&=vt>e(CB(WWw$UMY^@=o5N{!#kRP*QyO)twwSsK zt^4loFuD_0X6IVyHb2i-^=$#2nf7zt7lMysEs2}cL`In_!LIW}KZQ(y@pXSLR31$q z(I0WxS2d6>GFXn_?;;4Neq9>W>smh*o5byType@}Ij$T#j_oR$S2qOT9lPp5J;6PB zT!GgfVBeYtV+2zn1&N>#YVu#)}PGQBv8XqXhKOq7v?+apLcRYICVTOXN}z8?>t7IL@PeG zHn6b-B{ENkLb%~QGmc5)i-mP5`34LEoE%8b9U(K+a=fez7;hwsm9O}W;;P)Ca+-5g zz&l2E`Pd+i%`|(y#Mo|Lyu$P}X;{vp??(Vkf4<9>Ecm3whDEXfxh&)_Ad#GO`D_-W zvItlL0;d^SF)D3#qVG}{;~hsS@4;h^vk%K%e;vh9|6!#jLTVA|h0pDa@!+ ze_XyP!OOJ63;G~!V8apU$U%)an$qssI=10`Xx?~jfZu|fk3pK^K0z>|Kfrq^_V#53 zdpCkodUR5i|5IWLOsvjyI2jLMW@eys31tgT(IEK2TFUy+)sqB$&JqueytYG^u@yA0 z)QicpDR2wblqe9SY6%*3 zBW4Je*dzzvQ3?YlWEhf&BIoL+8`h+O>Er42)U3n&e2(yF+2S56Ek`#MRN28fNBTi` zBLA~&JwJ`vX}zyVE?^L&xlw}t{X9qp=N@_yvAwvC0rT@gpBcnO_}G3CjF=IIx%G@b z%JFq1_KeyMygA@>{q1$PQr|DykuKWv9c6Culw-om>HwMd++H6=gSjs5b?7XNvZz|| zO=V_wW?Y_J9bl+$VygLD`>?nbJrg0AJwAbQDn2Sf*ee{ol?Nk`s}G%eW__lofV9=u z2pl^XdECop;OTV?~_=cvA-;zUQIsrD*nrfcnfb(1QIeroA)YOAaahIQwoC=Qapj$7!#)SnV%i{@78K1v$V}yaWIBVBXT!HnJgsc1YjGkZ9A8_RlfRe_Ys^1|p zqCB=GQBVjtKV=llX^O#ebJoQweG5N{c59P&4ZmsXK>fBQCp3D1KHuQfkYdZ((2@-M zLmrn5N4{naSFAy+KF=pPQLd82l=TJ&yqv)w;$OL?&DjW@mvw^PxxZq&(Y$~%zNtcB zxa!X9?QW{L1x7I zo1U@9q_}ixC(&5gNR;=sIicV>F+z7ExX*j4t8l%?8@*)8D1S<33xvUkUP!;u-Eoz< zbLymRCe-el@^%+JF^mVRyIFexhY{}0aB%t4s>qqlMi8C7lT&ADrVyXPC{L2Vm8WY2(z{sg^Md6acpb^tvhqx+@YJb?loBY*wo*YgT_;~CX}*}Ch23%Z7&u5VNYPzZXJ*D;lAt!p7Z z`FRsAHEs)TkYSv$j;x`m(CGs6TR41DV579Mg0qUCz?Zm8k=eF=B?DKFJtKMRVV=|N zaRFs+?G`-T+2?3?$oGP8^esWi&#B`f)d^Sdg%U~Vaxwl()@(_x36{=GwZ~lImC~`^ zJ|38~bc4n`k4k#sK&G~RtQrO1I9~s|t~_ zy(wJ|qu+W&c#+r%_bw12haQ0@5oiPR52Uq3APmAHHOB zw@YiW>k!72=Eh+;6N{dky15*C^lg}Gp`Wg4uT+X%o1y7HO+Iilpg1gKuFkg}ptWMG z%$V1Xldy{}GlwHaFf1%y(bH9jTl*V|{!ld$l{|oiQ3y6nwR8$tE$5?cyauk#8c2t29Un|%qehE%mTQoVLhbxPGltAjr4cty$ z+WPBE=+mKJ@;3Hu=Cp#$C4yfi0j{ZiK1o26QRtu|pY}Tj@C+f|$?(>TTp+H&pC~?vMHC1ar4so3#FCh*m=q)m^^o7S)%5s%*0M z_c{0Nar##KhVR#8z=}ca-Q|0>f%1)9wVG;s>F$OeD=Gzg+#m&H2sl-15sU|22>}X` zw60F}N#Kx-^qbb_Bn3(4a`sFzG zjpC2og6P*2;k^$Yg4H(re4Az5s}IKW$mlgCMb8SFmFtwJIj>w<8n`t`J^L*`&7G+0 zs}hbj2e0d%y~u!!ijQH!pO!l)gLccqBgLWBd_Xi$gIFR*X!f2VCI7)kx#vyV_fM8E z;^Ah6vI^T`A*nnxyrd|2E_~H*Byrmt|9bM3`A0jnzsczr?~I^~HIrgr8OXFGOqNfH zBO-yQDK%FqysB}t6woL$SPFn2H7%olw?y*EJ1qB0?DF}A3aQ|MQbJ*c zi(KXm)C&m&d9e_Q&iIzOS!^`8AC64J^G8xgi4>fhB28UQu;VDYS_{oI%FBKw6fLO4 zd|`r&6e_&J7D$WQOHo)1^r;8V9Wq$>Poxj8wY}5%Rn7&Ypt3KrZ z*|#q~oryLAF71z*{j#Qv7>BhR&{+n5$I z?8aD1-+9v^G67iTB~lU$D_QlaY3Cf$se>I^Uk3B9(9gF^y)DGntMv+bhWl7V`sT>hcI}{pw}Gs6%9p)hZig5K0=-u_xyr}`qS~x3Olaw zlgky$Jj&QDP1#Ld%`ZUDo;jZiLYD4gn$c2*pyepj<2E*eZ<2_-b8%=%Ue%5?9oxB$ z6n-NKLDP4y$v#nO=6L)2uKh1J2H@@z!;_4^RIZhDnD3S>NN9ffDYduh`+CqbMPZv- zH%yPv{ol_Lf!y4*8tLUBe8=otn%Exg6aLx&jjz>~V>xnZ)fdH=bfa1q+VV4hoF4~i z<`v~Iyf4~I6*YHE6nazSHTIn4+d0mTX&+-h(G@z-@tLJ)4`RR6FTrI>iGTo#T>u%X zK<@aEj7hgQ^$;UddnCE?2ctdB9)14c!P+#Q?UKrY0w&sw@Hd^|86Tkt)*1v}#skgD z>1Y&Z;A%k3w#s%`LjSv+GL&yO1?LJ0SoX~CtJU`h<*XV5hFIoo*BF-4Af{o$S!{=5 zw1egXoa0~Pq<>(ks{9~ZMwDlA{J{j6cD#NB(^xIaG+i7VdnKZYe{iiT_gaYN#Cf9w z?$Q3jvh4D7L!5XW5Asp^(JnhN#xVwG%4KDpY@;?8`Z+hvlXMBZ1Hol*yyyO>@&P(R z`PYDT%m(O#gR0Q~f2pGtA{Sr`1A4{yXNoKVFn~jFa{sp`a#ji`fdLib1E_#(T)h9g z8ls<|ZxhUd5qAB7dE8)%A+)9qPiCtlqSdOR>rI$kh_FC0=(+nlSEdM?KcUy9XBr>N zO&h_US=lUP6An+ zpauJ)6lQjPy%`v#X0-Bha9)L)lzQHfAr&mf$Oos51r{QQOB|bHd^cql&Ajwfjcd*1 zy|NKC?Db2g90r*NQCuXa)4hH>PByHN41*I*09w0A3t78aizv_NYp=Z4n*UX<>5pOs zC4bbMpS@MCC!aT+KsG`5%L}h>@2(&Y*vRk%nzru&C@hct+VCyr@_pMQIIa@#J{HUTg?}L>^p{k%V0&Ur7}prkLKPNEoNGZbrS=kE4DEUrVlx4p#!tt+OQ1XIXaUfs#< z^w((L(Tyrur!uFM1&WISzzJk!<@i4>Kf7dIc??aQ z5eqY3mndoG(S|(5jECYg%6Si^q#Fc*|!UYpU z1A_+$W39XdPo9+4&exK-=rozR#b7V^G`L*F1$z3sE0)5miQ<&di=y-A3-I`jFpU)l zh?8c%oQjP}$i&~&eITtOBXVmrEu%1{=<}uRQ_+#5(x}a85ldH8=78^v6ZTK#yJ*Xg zvz*&duA(e@_Xs~G(A+8d&e#95X5;-mJC}olkHL+zS;I+gQR8oSe}53+-qicMs1vYz zOjYxTmj*+5)6%aq`f6`utauLf#f&Ospwom@vxd!nxR)1KCSz+u4{vLqYNNwB@~nnM zHKv@xA1b-Z(dGh>`3#{gPm*^GVfra$sbjnS(UMK#7+ z0)~&jHfeoS?JKupQuUNaYvD6~tVoRugkES6(bH1MUfs>tfytf+wYL&Ov^ z5uC^~_DoP+_&%6qP72;jrV9P#t=kS&(!XJ$YNJdHeGD~FbefDI)T5DmMQ1)hO$K3! z#JTJ^#)&?A*Sc<$y|giR6B@QZ|CT}OcM+!f$ zN+2Y0sqqZ`UCYH$8NK1b`vw{#Zh%9)K5D`fkv`*4v~tIw5h*k2!l5)ubwx%(+RsI>27919oK{ieHPz}`BNbNJJ7S4HYt2> z0F_%*9A4(O$G;6eS?lu1EW@)|*H~(F9YtFOHtelnu=F#P_D!w%3iJ}wJz1I)?3Dgh z2o#RH?<0vjkA&2T`_&7Rqalya$xiG({%JW~j+7xNetDL9MQSxj_@^VBrcz}q5<`d-#m-!SIvTx?UKa2Uxc>7zp@9#h89;X@bWjN?=i?e%>`ndw?D4SMXhV)c7!Q zYJx}m2q$tQ3!4xf$EPhmvXB~5q*?**~AyU+dWm=A`|-d8gHt-cc!ST!^# zy{(^T1)=|$8`m=xML~$UnO&Up0YykrZ_T+E@;H}sQ;?XFOzVH73Uq`!GS0U-olK?A z3IDl*n7d5uGZJUT>vXq&vw7`Nvoyyso_Xn7D%^O=Ry*wrO{Rt9$Y%qWjTof7&RZ9V zVDmxXDr~wENSw?oNbxjoj1v~w>uA)L!P4}6jdH`)^lF-9Hd&^mx&TAZ>uUxJf$IDD zye8uc-Ft55Jo}K*18h-$GV+j)5C+nqUS&s3e!0KA77GP$1A0Q6TrV?96^K)~&v`!p zC%OT`*F%uyqw-12ZN1C8&AbRgTZ-IgEDquYvM-cE)~>6B$Lp+Kp0U7?CO15V&5#AM zjNC~5tn{qEtG<_;oX;fVb+OeK#1i-CG_C0^Z5r(fIW^aAD5AgejTk;K8}5&QSmt8? zWr%=tfdc>WLV)b7|L0Su+-E(&g7}Zi;d+5H5NXUG+A9tErnPKuk0QX=l7xq~&ND>{ z{Jq90a6uB7vz2@=o@u|1OBg`Zok{>eT%(C^)bA2MaassVK}<;_)uf$};StU3b~H2* z&C4AbxY~bfU%i_+pLqGFmYe6;#;#Zi6fq6dP+htp6ox1+wh`z(R2SHwFOx z3l>m7_niQ8;2ffm84hri?IXeTlXQygX(swm2ql>T02uHQL464$7Vkj?OFR<}Qc;Wu z3{6ZdY^s>=?bVv@?H%R)o!3CaE>I{gLawdWH#0Yq%D{1_`TDWhjR+ULKn?V9a(nDI% zSTAp{B8?~gIi_!~-oxl-L-`4tkbU7qo}uVX*%){u#!CeGeKyoG7{MpcO;sC{Z#s!2 z^fnI~Pq2N5l^eeeh#DIhxRj37h$u;bbq`VV3Z#P*9X#r-PW?RzmtZky0Xy?JamhV> z*34nh#1~tgSY`ZPp^Lng8;YFt55WTCaH2^iQ%twCe?@l6tm8V;G$|Mm)r`DyzNPGK zXV4DmTj_l2+w||PNDn+rP*K|6+46D()=@ay2JJQH0_^49c z>#nv|eoVvv{a%pV_g}QR|A&Uf31s;{kXCE>sHd0{eTIp6Lls?cgcWadCl#mCwy$?+ zEP2y12c~CO!t?Zl0T9`H5dr_M0X?9LxslP;fP#H+RNfAy>VoUCntgMNZgu*))4KKM z5|>}NAb%&bmTo7o`S^l(+h^)6`-y-1?)&fKr*{KnOdz3x6Hk`*DZi>_X^~J57pL34 zni{hPp;`6a&n^~iA#%3(sL5mTlQP(W*bQO@!%d8j>F2T+j3I3fAM4om%&LX$>kJ)Y zQn?N4CslSH0#^^WY<(I=bWEA3e?`z14qmSpoyevJ^%M~EKJ%1+%GbeoDt+1wh?=_g zpcV^34k)o2Wa3{ToW_iSU}mN^2$V=-{5DSa5}o@8G*+a6kqK?u ztz_k^5!lR*F3SeUYW+`yh~;R-5?-tkgc*i+f9Xw3PHj2~K{%_7P4LhG?9Q6&1U&sv#FeIpL@eoF^syHffzO5Voa*q?kA0BMc$&Vb2z`4xLHG{`; z;`(c^oBxamJY|9@3jo9B-TTx zJh$CLpe7n&HO}2Y8%b5D2t`%YT<+I|J-Jj8r$VsoLNE;oDaWC1%U_LX@~B7IxLU@* zJ4-UE`CdXGPnB&@I$xP@d?v@diSV&xAnfON)br^G^!>JqKib0zw%KE?%;tP61*A<` z;rv;Rt7ilg{YPQcb76P%!+2_Wx$ZAH0rz-pSNvCRWB4zWAi@{xcXLsST2nOMTyf5)4IzT|z{yhqt zydYP5f`vN}bcOhe=ZZ&DB(I3C&f)WLC7=r8s zMYzND6Ygh+r!x>7t${whT0qTqgW9TT8&nI7E2haH6X9Q+KVeK8U%MZGx~! zhb@!UA>CDd>%+pMSI*E`A{H}OEu4g}(Qg6lCzeped^xNsN%!zRx$1{d{Fi{n%_}RP zr{_^LVQ`SncmR=g6DCq>hHq+_2;8uBqGIunz;DI5qx??~R^LmL6(fA*&6@ns5|zlm zdm`Wq9ZBNB^}CxZ>j2d$us~3Bd@vnvomMT+>(pMD)1?<1h_cGMoN34&rr1pdw5j4r z1wjIZl-Q@y0mm2D15bJb+XQvn-VszGIkJA_U?{oZie@5qovO9-j#lNn5I095O$L3m+)@!_hr99o<*3GGinHI=3N_4Ak`48vfBS1-D>d@y7% z0AfQA2eI5l?PP+R>}&1$8domK)7t@?UQjl*POQ1vV>UFbR_x$E=tT8!-35p247IIOX#ZBxO&r@K{kFriUsphmFMj@>v zR%S6mh7JyVE&^-9h4@m~G-+AuDuc}Q@-7}Lsv7mS>tw)BIQj8~35^URgphmcW9sW@ zO9vdxSz^g!w^s0m@NDNJ_=L&vp_E^k#v8#bZ9~(g2m~3HqKgsIA(i_v4k%D>`*YpX zyZ_kj|BiPndg%Y7wLlZt@X76VU1ki!)+fppiX~dnTz4HXzYZWQ>+Jf$^i7VPcxY@U z80yXGf(2=Lg~rf(o^RPk5l8Z8dN0B$6A#epA}OJTSE_3Qx6dY+pev?nYTZn5ZzUZy z{f~R*=1)7y$J}2Z9Qc^%zZ_kgV}eYt?irLtGjzxoX?5c+f6k-gV;7QC&~ENnuyFrG z(5+0iiOO@oT1sBM-q8l#1ov5qX$Gp)R?=!^{t|KSsjKM*f!D5DTag9bZ=V(@IYj7kb(XKufhCbg(FHFYW7+=5hW{Ilru z;e1Szcavw$4=7G$j#_D7)MXd7Tz&FebG_gpR`_`;|{023uVNJD@oa{x%7e+K;4U&{azZ~zxKFDUR3z~B130-!_$#n%F8 zL6V069sm~)d+R?#CNgNU5kL(Ry9Y>sP@4gmpy?F=ZR_wo02~G4U#jqLynqUH4S6AkV+QU;OWkwc8s;Pwn{i3yzexOgh!HD#vs>(&w75@`s}m#t@^=_?9?iKWs>s z%!+ZmuogHt+Szb-ar2T+b83aer5)koQV+FX`_q#UTun<$>ywMmS1LXn^a!-O3H#C^)&1Kqz??>W0HcthT7-c=`zhY=bX!cDP$;-H*|KJ-Bw zT^pm+18+mVPb|Z%w!w6GGq^m#!rs9p%V)4y&AlN&1XGX-8f+Qw(I!(V00}L8vngA$ zNer&`j_`4C&(6u+;T*AK26<2o{x6Lalvzgu|4A4ttJj-zFvUCt}Jcy4t$|^N2@vN^cGKj2!5A*c%E2H{MGX zv?l`3C))eFKeVTef>Q6H1=O0kh(sUg@1}wb^HjJ$xPr?*S@u&q5#K)^W^U2#_J1EY zN5HB!Xtfm8QcquDXA!@+LOa^q|ECS&QR3%j>}C}4JDPadPi2L~7M2SGKR9-1*m%Dl zZbjUdjSDI>N@1YHl)Wxvg~68V5&V&q3nept)u?3!!j`lJRyT&R513{$QIEMIYm3=} zryE>7bW!iN;ynqz9$+`fWxUQpJ&Ehmr^m`YNqE=$oz-CyW8*~_*@_8NBJ|a z;^h^C(C$xj?b-Db536hDD&OtXFGY=9BEKfToCp2o*50*ozWG<5{uaaE{%Ws;SP~KT zPt#r=Tb=FK?nu&jj=nn!fih-5RS7s6rL(oX&|sq9no2-n3*gKXuGCR^o5B0voy*`_ zq*+8lz9#FFeB;SFfdLC72SQdS@$=D>e?%x*UhjhwUDFGr?o?9nlii;JodQV~j;FPt z9e37@2UX}7T*#oVgM~>;Ivu8HnV$)|%N|Jz_MHS6fRCF}>xc;`Z(o;)8rAAam5Ox0 zjXpSJzo})HFfgMasW{>DTp0B-yb@ms%7Z5w3#HOst}aXtAI{l7SD6T{s*P9Erl z{+&ryWqeiTg~++ix&5AdnFrAa^dF2zZy~m>WN@b!;XqRCHIxehEm8Cqd#fKzFy##{ zFNUlq!CYwh1g*UzPSG|4iRjgYjvCN*<|~64dHM*M4@(KB0j0!if~1f5IBlY?9!s2q z)5XMTdOgp)ULJdl3%OTpca^9Hnljz#HSinsKVC@*&qk2HeKU64>7D|zl%c%qG?`2w z4wlY3mH|f#gHKI@EMp-Uj#BCzbUIAbLJLf2K<&vCWjmUlv4_Ltz~aOoe@ z)qQF(b7n=SHO`MOC;0Lzf_X-<#Dvf&B!wjV+o#qkW;xz5qy~y0gx=??iWudWTlu>F zc9B%&x!oOOTs-WP)0q6ElgKG|2ajtq3>iU&i2~lZ-d9+{o12UWbfkyWc)}@L!=EPq zp>Cin`-tr$!jvzrT-!=*V)G0;N7{erN}gWH)9Eq(9)ormFsVhGFhp<3!J+aU;cwZZ z<-Gk0bbNno=d_5yF$G6KN~8+7m*5ZB1#`rhk!ax(4oav&%DGHC$k?3BxR~Mu!e3z} z|1`f3pi2wK967W8!m`Z-sd>k$!<-XyoO*Wh?+nBEy3<`yjz_}WhAd!c(+Q9od1X;I z8=pxz;$=BiK4?8cg=zx!=|C?dNqs|!i>bvD&AF2{pQsPn5iAQZ4?f@Fb%Yy`b&h5< zlu>d9dXKyKr(YZeY$z+>s$pSak&s}^V5@=URM^eJ!$KTuJC&CqF zXNP96xE*Aa9UWDaO-1}A7qfs3#x=*>^$mAxS3RUHs!T0ngD!L}{ zhcL~(LBcmKg? zFYfv2{M^rVRLHqHf0R^WnRupjwhPB(aPMEel=UII28Ys8@SDgmCEY9C7&sW&&n*h| zvKtFNm5PjU#%sp$jdX98hNi0x=#d?#9fp3FKdJ|zTFh@%;8pqCw2l4njn zt~F_A6 zZjY&b;|91FF2)`+&ma+9#@Y@5RnzZ?U*bQUMJpIsQ;CiQa0k^gH?1@KalXWWdEJR2 zZlcwADFW`E5wB#?kppd-x23G8;TmtGzeBX4VWO0~P~)baby_pM(}HO{m^co17sEVU zyOzk!rSjfkb2pKXBk+pf1awZz8cwn>eHaC8_`sHD~7s@E+Q^wc8k zONZ71tj;A9gL9ca;NW}CpEC@Au(?qeo2_eJ^JUYZpvz|3&gfAWkWQ^$cbgNq{u1T4 z)yZuho3)@j!qRi5tt0urQ+gt93nE{OMYK^~j@`yxWrAfqJUr43!S+{cbSuT`R7a}3 zXZK{3^D$H(f^F4^!Mw`^3j+W>WBi5FC9g(yahUM42&zX5_sUVTZNP6}Yi)vZ1-^a2 z&x%9A1a7uhLLOrwR`#e#PURgx_}!X)Oo5lhenN3N+l;`n9zRBPmf^L6T;ND{8i@6p;6 zDoPRqm-Ce4y@e6pGsVJzkL3u$s^EkmvPdM-0eJFCYj|0D%VeLt)xvs0$40E4_4*SP zBexI@LMy)mC-LL^5#tplL z`DB~|80Z5MZAEHv`$#=mw4dqgkCP2{@&$ZQU`Z?NbVL-A>?bThCh*9Y3_3SSJpD2& zzE4ay^;Z3)Aq?+|4esQvUZ#amca#UjEydL}V*bWt(xYk3vPF2LABIJhWh>?DX#3es z*`(vp@}1wq&O@=3eusyspiC(gvC{SLL%IyR&ON$LRG7uvywP?nKyMli+00~g(^=yqH5vN4Lq<&P9t-t-koOqiqXhp zojRFOVz(*4SThgTBL6N;^Jb%WG>eM}={>ZR3ofs7s1bU*`xvt{qy3z-QPeWro0 zmYko(I0(|)d9$Qz`u%Etn6WAExn;nOl#0{(H z79*Bfzr1&IC&&J7fKqKVO}uW;G1z2RQBuiW1yxy&YLO>z;yX`v?`DQa!%SBU$kaWc zTxbO`8#+V*?cr%H+_||*u+;`TRTJPA;B|f_F~pL491UR}rI@A7TaxyRi@Tj?EriCig!?&OPpz2hbCrguonIn_(umg48#;@jMFHJxRBuJQiFeBx1s#p zO^iokvLZYKSR=d+2m;W%K(FKVrTH)Ee;FP2h|$n>DCzH&|8!;3+_xh^;vvoUw^|_#sGYx!_g*E8BjoU=_zgGkk8F z*A_$u7O@V9ybse*U1583a&$m(09-xeCdEkjuisPXoztZn0^KF~$y$QVnWihdbZ@&L zVM5aYB22qI4%;#*)K*A40R|h2o}ipeu_`o)gD7s@8TJmLC?0ZIop?Nm`@plnruk3m z24!U&EXr`WZBORg#pVahn*~vUL8OPBN>fTNJ1-F|3(~MZO@7~S5urN+#k1rz7n&Oy z69L}31edUZlng$3&qklO-4RiBV9eb7{7m5h@vGA^ApN&m5I5lIem0gixMXN%lm?Rn zNq`5E6)6I|_`c!rc?XYF9g}8mtAUM!Jq7nFt-SV(qvPKoAuwHH#j*sJMbq`fb8rXu`7@BYsKK;{e}^_)E%I(QrlUa3%-EvfUh2Jion`F#rz{ zWFr(icS8i;2g{Bb4zJ31Rh$gL?1vR~sHBwQP!Y#1g*;jWGISfnYz2Lf#)HFeAmGn& zY(Q6dbJHLq8_Br3U+hoNFkYe{$QdisXIc~N8v{~OL0*0|$%@03f2a!gK3~f#A9x{|>U?DL%f)$&m=3?)6n{6?1;sj(m8JrJREeK@p+}7|LJP$G( zKsVhW{pj9+Rc4B?+*VXM8nFjJ-HVw6dW% z)O;#5o0|SA$hu(hS2e??b8e#_TtIvtEC!D}HYmtU?lHcC&kKGrz?%>-N*r3(=j^wj zZhz7yCgoXdR5Ja?AS>q%p5QhBio38LFGx2gCGYOk?{H!-2HFxu7cO$Hn>lDw}+hHU(t$Z)d5)Vi%^T*n0IX5m#Eh@!|4ftXsozj(01Y6!w$=M zE9NQ~CuUd*(#JV8OVtm1U%crwI1dv1WG9zKDUv*RP%D-b@Ooa@LDQw6U)1#bo0;aS z(4!ZVFV+KA`iz?sOl;A{T`J?QbjjcFvwMGZ$zy9uPkeiqTU%c4?xnp*4VLilvX=sE zc6)+iIw4nCY{e8n0wWs5d-D=rja6YyPG$sH7940i>3*tSeAj5{+pSF!sWRx&G%?Oo z$a0V4KjRYN4Zc~79?*|@uXe#=au$`vhSzZ!r25e9;J^Dw00=IPAn#m35S(t8=jnSq zY7)8Zw~-(t)|W%|GK{Ubf$fX@-z3`Z3-rS(4M}L}ctt4y$ux;V`TX*+Akhb2F49#< zt%Z6gA~pGmd1YqjYd?^17FS%>$&k<5cAzicYz$($S>fjAn&tPyHrVsN(I@WX4TXRpcN~)p(3~Ua2aEqW%-?q=qm8IPIUi_R` zPDyuNuB7dN`1b<2+?0MwbUlQhELzDw;8MSnj!6#>%jQ|NSS#7bz_8cw5P$J>v|SFZ zZ0fycTFmKf92j)3Emq#pIJ-3G~cnT@X7hR#;$t&DMO=W!+6zfajWSY@Q*`M?&M ze)T<+BH!+QRlf-AE&3@w`%b!iKyKp?c}8VV_|tL&uH5mX#aAoHCasKTeRJ>AoDaI} zdtv|N$DS!*HYvwJrnIpHH@eC-i4y0h(n006Ww;(%Cev~tnqn@%b2j;V7Uw6Bqa14_ zr?9moNNy(ou-oH~05kLPmV`)jx`6RsScoNI1@<7D0m)UNk&;rKhA=xwK{b=rUu|HK zKg)~*hUuOzWFYvf+MKQ--uO`bqs8Y>4><1sKzSxhMQcQLUqplh_5Lk_`*RRd-B%j0 zb^!jFk}w&d6A3BTq;H|Zv+bYm2@<%J`il*YB(y8T1`y5XMAi`oIWU;M23z$iu*c~bxtaziB{i*k_vaFjUhtK-} zNV|$A5>K4RcsZM{C|WPFR)}oa&BEsy3(3U%3ze4Y?+M!d-1b>eFh?vA4|Rx!IfMdX zH|P;aDp#WXFSQ=PUHy%9RoHvFB-Kw~z#nLy_x@?(g?$%Q^NJb$0`8jRL1 z)*ME&D)x&ew)mn87PN98y<^vU&4LMINX>4d`V{<-+@ZCdrAvM*rr_Z)qUjYg0fA8} zqee9)X_gvY5j|D2?Q)}*vXIDs_h2SX!(~7qo3Vl`LNoEbeQ@&4s6!k2RJK?gkeqCV z40T*nm!F6dy)?`zy6F2%*2Kt8B?jhm;*GCSg~7kuh%yL-ER9TDx!9F}MlRY0+79C? z>}K>F(xn?2^%s{YHqc%;re6VBR(ug*2#(?);2;3h5P+~1nyZ*Q#w}l(e6q9VL7+VA zFUYRJF)67sX%Uv>vAJVo`#gIL(BI`Nh`e~3)@{zc=i6tv+iYS>sOf7jyIELOpQC=5 zoA2EGU1%^&Z)arZ{-9MV!lEP~`U@FGym;1luNBS-=jUqN zXi@s75u91v8Oc{mcDu~Sx%L)Fv$!;pufK#&oJ$|=IPtR6cllbZKT0Yb5SzMiO8C=& zPC6QBTJvm1VR^sc?7YbOIm*xy=sLa7$60f%Y~=>FnRmi=Zm3T2cm4_2w9belydY|j zjxtJkFROaD=`+xqGljYatei_$3nnf!Ubo}pciOL}OsAxKG`u_nUY2O(&D&o@fL3Jk z)WFYuR_)?)5Hd78ojOoCz$C{rayf!O5;W?Qqgl~YY^sQB+#+&s-$q^Rsp^>b=E%;V z3sswes0bfkg@j0S-NhGDzHv&gr)z{5r~IiyAI=KuFJPU zFMLFKPoTCNf6kLguL2z!2ROPy2es_)M{+Nl^YMC;@dsAzK^!L1o7QQ|=ukepmI4BQ7( ztfUvsK4T+!^S>2$uu7$N=!1AI-G07R7C6t}2QM7&6a-GIV?Q5HDI9ZOL)?D1;FU@} zD>z5&n8l|x!3C>W0?KdSSb(#@&KgH^;}kjHWK2WA*ilQXct94#;M?hv6Qpm3RP*8% zQYT_LvP-T3tUeeby6=V$Sx=RgO$1j+lEp-9Nv2M}j3)c99r=9p0d+q5%#{!6-{_Cm zR1)3#LJp5$5+WnMjP|(ahZ(lp`$M!gvtCfg%i5Luk!_jam4DpFQzH&rDJJaO^~vvOvf z>eC3p3(aIfKnmhKkd_O~sb$Q#H{J20aPZx=3|SvZZa`;;KeDJ<$>c*Bv6{C(H>k+k z#+#fPTP`J}a}pOtVD?z{=*aDwt9#mAR~?WT)>F?NupEq>CR%!2MgnnhSRt(`!Ub3Z z?}1hFR9+en{M}(75l8VvuE`YUys5tz9A0Q15xGb*AWPz?*zCkn^+wN=q_gX^(EXY< zh{6L$!65Gh9oP0X)NSh|1d?)~9D3vd2VGkVhzhiPy#A3ii7$eOo=hWOnxZm8h{|JA zvAs_q@1v|9iy zRt>@e5KL%zpt49BSCUR&E|>89+W?(#?u0Gv66CQ&4SZJTq(NGE`q+t|e3?^HmCXo_ zIA886hcAqV8uA=h2L=I00;;_KJ1g^(qb#XD%QLu*mW_rzBPu3VE@iIrc=}5yE)G-` z+f+!%y*z>Zo)eg*udeLD~NpXC#T;3r^4WBAVSGyq2!Z7T=o*6;{ zK$|DHn63f>=&({0Kb?$@q`EkIs95OeJ5P%@e*3KRxhgn3X2Sy*CiO;AND?}1zx}g; zca1g8+a;BzweBNhxYEHKHOv%R1L&#&SUOJLUs6~zqJ(R0h9q|lV!_<1HDPLEMnfPRZG5uO7TA97L7U$8JwXu^CpRAb9npu`Nw zl9sN?KIg30?A;PLFOFD6VYRRU|NZ$;M{FK_v@s7{gOvpg ziM@~CS>OI2Rl=AP)9jvsGzXoWUe}O^pH1U*52tH{deOYH_&)`goqn=gM~}E1fbsP9 zf;Yo(S8zW2)b3uAqaN{>?%?Fr=9zEuY;BhU;<7!d^WiLrr zcAR_yylsT_aMY43-50d5Sdt4cp(bKAU`a7+>OXr)!63ipo?fT7ADW}@jEb9VDrgxq zHkGh-l=byBea!tTr@$6%Q1|B~0k0R}Fb42%wc{&poZtd+*cTId_XcvI+pAq3qJ3=f zwaYj8^SvHFG2QjQa~Zy_Ao!6#reJdFhU6O?#fB4%$LY&eQ-n!mSbHQvMuljE+|5(S zS2$tXV0Anh(OYiUw6W+q+CS&BxF%C)(p{|HrZQ9Mw~7p|YhuOw0^*lT0O0ISXFsD5 znQ6h^Sd2=(zfc%N_Mh7|1%n_2m13QYujGX;(qWhOywBjQ`l!khG{_FgZ?&pL<@`u)g_G4H~Pb3c92eIH-!5D)t+y4{984u+I7`^L{xa{xMfWW4UpuN0?7rlK&NBQ^i_^3St*%}#k2_D6*ZoK zHDygj(O&5H&s$iO#g6}U5KX6oyV=d3>CkHre<=o;2Nz~$%VOzbFhTT0;dgR6&Gv|x zNFOmKo}S-)(G)*`6GCskw$qp}fh_&3cf=A*k#9$DA-F%G65AM{3@4yl&~MI?jQao% zQqC^}IOspX%FnwSO`gLf3b;0pVYTgterLG}<9n-_w)c6DE3Wfl(Ozn{KYsasiEmwH zBwJiPs_!=6jS}w?U}cczrh-0o0>y$@zlK;tt$s>YyMFxzY-w96*`SH*Ay!{Ja0LwY zB1?Ymz_{8r_6r|kP&>UqQCY9)C~bC0v@RsqXha~iwQyFsdAP4P%@kglPHqoA*5$?Pz>6f0NV3lhM9%WKRYc=X$i#wLm&u-v}=b6?qO`whlGj^%j5BB^~{F zVT8*x|NJ@OvRmHMb{9g1n>DozaaDMD3P|DmZN}g?GuhoFom{_bTA_OGl9JMa;TB3Q zQmtNUQKa?!4R{bOSV(n}215mA{4X4wO3V$053G?Y$PGpbw(JG#|KCXv#(yvYHy9|= zzo>s~I@y0p|0tLj2!>r54cD-x6F3UvPb`R0#zDyvtyeMfHGj@~eUH@BYSWBUuf&I*n{loa zubhX2yg#CWfILc^?8Hok)C<~=#0RRNZdnU>2$nZ6e@Ge%Pmn#SB*6d0zmU>f`v3p3kaEOV6GT^ zvt@!cFo$ypOx7SXa~O)U*luRUzv;oXE09+0l9nLg)Yt!c!xw^R7mh>VH7&snZAd38 zapM+4x<}?TfQ(26h&Z5I3Srn83C5HMH>^^|Wx@T9F8Cd9L_NP~Jz}porykUy`nSG( zl0DJ(9AK#DynNxcewa0go$dvmPF)fKT-=0yN+oVV-B|w3vqJI1yRKbBBOOu%<2>Rj%gy9l;hBd~}xF0TN zaTlfaed38QX@5H%_vr^mn2nwzfNkFAe`@I)20)W$ta;qxuU7Vyjw6L(5`GjX9s;Dd zJGX@W9li}}L`vM%u-K`jrJbXMl@<@hD>~Q@55GbGy1cho7+M^Pa**`0o41FG%Oi66W{ihQ$fN0EM^JNR-`EV?a8?3Nu6VB*!2gkw&7VGD=rVC*U$8@Gl6 z1&n;3rehuG(wTq}R36=o!s{@k$-&t%A*v$8K0}5=DV^_Z*?=%H+Jj$f8EM=C`>S16 zJ2fPdn$|59T9wc3srFi?b- zeo#r?z*7z&Ia6Rcjq_d*_=i(RUC>g-0PfLopKi8w&C%q}`Z7-FG

}X@CIuzwxo% zt4=NS@p*8{X-CkJhq2tC9-wuzy@wK|$Gd0kiu};_vADJEnr9Sc^(Ocu?rSnz8Pi(B zx4XqYitgM~`{eR1ZVd!xh!=bkHAZ|@wJq(*d`c2c9a&FuQw=@N72T>-ymsDCfU@?^ z`5U6q*jSEj#|i%0UX{%1Sq(fHY3AvjD)J6(-5hN*_>EJd5X!31>YL~63!WVrG=sN> zrP|=T6??jPp=gi2_Ys`1X@@F%T|LC3Ek#s|gqGE8hea+kIr!STX6auN?~Zn~w^vP< z&m55)*HpX9*{va(MjPL%ZhNK=_Sip)h#oCYmr(VO<5Ld{6Oaa7St%KrX6$joiHd~B zRTer{;JL)na5eFEUCQ58ZSZlJL74&JPLKE4ghG?p2DM30sg_o680rN5A+@5qj-6X} zrJMS#9-fl)h)tagUhBO23Spx(JMWlkomaB|`@CZMzw8ns5)gZX;G%E_g8>C$`i~Y@s)idF0|*Dxe+>daIoR0~13+*AY+PLb!zN%!cf)x@ zGQn@Bc6Vc)$q2-)cK!4eYR%rm$F{Y*$E}skJ5NmV7(vWha>8zAWrjU zRUgk7tJChUL2M4FjIU23&S%)5-%PBgV(`4g~COtL%W5eq>=$y%Ngi>n}= z8gkotLbET>rvVFar_3fn6@+B0a*mNI{yF+V`Hg3ohGNbJRK_Y7MyKk+N?{65i(@%6 zXJ`>bk~$GkFWq0UDr|x?B`kxr!8ubCPJn!ZqoBo@4jp&o^lO)PHl4Bnh&Gwgoiq^8 z$8xI;{m-;WXP|m^j(Rujg$V;!^HLBAt#RZQj1dP;p?3o%G;psPTsz8^u516czNs*5 zU|9sK({n!{#P;`~T6sMvjnB2HTxz~tu$nH)chV!8yCFs~?V4C>zX?pLFEp9jp<*cM zfg&d(5f?*{G>paU>VQ-PX;Vx$P>L%+wWy@gHb{n`NQJ2Ip)N*)j0$Mf%pIt)Km#~g zJ>cU{IwkNDjR?M1I24-4DF!nV>m3|TZQY=!vM5zn5fo^xX9!E+tcjt`S`bq{RWeWb zztzK(g%>}@@ZpeGLGfOc5=|`e_C#t=oy!Vl>5~{yprY`f1;N0iRh zoG9+#aBwBb34@@e_E{Or(y;=;;c#H*puY#50+@M4!4%d9)A|Qrij4aNvi>1;RRfB@ zyvslgz=(tG1lgGA20Fk}1^K8!j;+o?A0$B8y6A-X>iP!x!{ZNt`LQ1jlgJf1ImNxD zWCmd>SivGFm5RgM`0i3gPx%0~-Wf{|)T)CyjzQj!d>xLA~g<)y~?R`y!bRaZw#5nAsN8@bZUBD211cM<~X`!YAOriZjbbpwT zFd$;4^r4Y|^Z$_sLrX+=hG`CDF_Lgr@PvI?ql}YmRz@3+*&917ZUzIy{KD&&m?mCe ztPjvCiVCX~lJv|?HFEP@j`Np9$S2hTwH!(llDP!(Hw)>1^$ zJMCF_w2MjA$RKE*b;`37SU4f`8v+Jt0E0xcXJz`m1-l!!BDxZgE@3}MhtR!F(w}mK zRKKqKD%lEyTZxxZw~}L+tQ__p|8r+27H`O zs1q)$@?MK9eyIGFm7&NcLqBuFiuUKN$X%UwO$sg2>g_0@*ZGqvTeW{%89n{Pytf8%0uR`SF`9BeYF7q&{M;>Y1WL*(xLs=HspYen*B^K z>#w!0X1b4-h%8SB#w9jM6U4oh+W)~PdoU%f!4EaA{T@WH-fHs_y4i9D^2>(*_knvjjUT3>|l8J@<%rK_?}*cYzL( z4?@e6MMh=%4+yUeT+xN-ywrf65W~s7#o<0c5h7aBI-G9mduh2%hSaxWd$koge#%q^ zMr89abNW2{jJek5dZ7sc?FS0Lx)@n@iwDWCUEZe6lw0g0NUSr(vKbw}Q?&BlaITz8 zo6v6c(!|R)w>3X8N;=(Mkw3E(m|BAzALX+jMK?CswJzAxSMgp4nn|dp{E#P{VeFp+ zn(DGpo%=e@fmY4ddA#e2YE{#fN~2zn)xv%6j-t$m_n%oVQEtyat2oAqs7XqC1<_op zO>=Z}kj3Es0S!-D{y7|FgyG{a0@;g9-G?@#No(rT6RsnrbciWS5em&y)GZ57%LLTx zExNUfcOxupb8^|Bm+lej*-w?{G=|-Pc{|_ykQvvh`H6B7@D73*Zl5|Z7e(dO=J@Jx zHO%Oz#7_jQe8f<@!P6cor5;{Q;q~`%kNdF=5wkb;*v&g$=jLc0N~^v+PLx@`rJDJ)f4qeEW(m|u`=9gd(!B}U^>*VoOF)UxpT)Ed*E zOyc0uWz+mauC+w`WIk9soh-Z_9C`zMot~_2V|k7g zzYeaqHl3Jr`S7YMco2UeA)Jbt+6I}izV)@fIlgzMOn7^1%qi~w@(J+K63D4r6pS~% zwNY==R-SNFo|!@n`{V1~S*d@)S@?N>+@`EM*it}vF=|JbJjf{1WZHb84*i+h(G#e- z`C?=TfhQ(rCxo>aX?ALk9vrKhOC@7&|ByIxL-|*h%KML6LM+I=q@Tj)+taT zBMFbpXQjThmkrGSEQ#pXr94!oGH-vFQ##V6vz%$-w}GuV;?tNN?R34w#6;>%5eZu- zWbP0Z%kS@NBw^|2NCsQ7Q+1ZGOH(lL#1DUmYj|Cp|6^ANIToxh$kc{s6@wE`4yb{u$YIpo5sg%eps6b&Qk z-Ip^kVW9&^;=%>*>a!r)<_05FXXH@r^Y_>3!UW#PZXI!Eu;0PDW}h} zuRJaa)S3Ac!w$sRxmlgx3;-=~^8rDSA4}<%K&^mGf9K#VE?eQ#V(#2OUUL2%ze7UM zcbSff#OjG+mD{*Cy&B>Fb_Fuc1f@j64^r*G)X`^Sdz>e6Hy$sheE)^uaxTX60z_E9 z((XcqldLX`rCCt#6ZsGPMYKQx=Pr%xeYC zE42XDxvaCZPVP+ zs!8tAzAp3~eOb!G&!*$t!o%i-6BD(o(6g~Cjce5j<3tcEnTdH;p_%=A>JE;;Cj+sP z|KZdSKMRwMzS0)D-%ML5>we8w$DBHY!~-bFxR0c*hli@7;gCzfdnMp_yJ0kC!CkY? ztF`ka9Y874J0|R=Q%>#TSMHJ;s=3DS9r?hkV_#C7Nkb~tC^I>@g%&i0)|Ok0R9e%i z!Zo0G&&d~N+v@RS@EDq|2Z;C-iqfN!kyh9$t&MaQgJE83mC&T0*mAPm5=HV@A^=qC zA)3Eg8w{7x5FBt5g!KdOR^>K}k38{HSlZ+#`-_`&8=CMG2AszBcKtlw>KT^9>l&cVff_(gPF|krsEf|MZ|| zU+K{dkW4C*k}Wq~%>#vnp0@?3L63o4oiBp?titH9h(_;JZ!4<7gWE18C;+#dWCbBC zm+OD>^b^=!qwo@kHs_gGyTROe8!LFHo>$T%;?!2)xpot$fe}vz_nIO8k+P=hwq$9>gHTKWYi+&95-}c_~QSB%bc^9fm_X8 zC!$6a5%R};#Z2n_veEM^>Nf75gp4?7)Ot46CjuWn*@@smuy&>W$C1X-O zQ#BwlZ)AA$?~@?qW?H3!3y0$^>&9MRgd6w0s1#+cc=gbbDb<90!~rPybjbaOV(Nlr z@qJ?zWF++Mgq;&Et0>88;cD`oiBOpf>lIc_8=kmAG<#};=X38xA<{41*c&QT7~Y|L zykwv6SC1Zyefv>uA>OVU&ZP)hgabeEst-Z#W!91{LO4r-= z;;k{S96x{1i*ohjtFC#yZ8!|H9s_97&0r>8EcyPTKVoSQ>jm6hP3^aKu-fu3ZeJ;7 z(auo8wsQGW2|nMHA4X^hKDp-^-x<1o$*{G5#%*Nzc7570>-z~Z!w{eI6IyOJN?N_V z3RmxM)Ta4uY2A6UWynt}n5QmSD`Lc!6iy!XiCmvpfzvXGH@-Ez=j;Bs98LEU+HAd& zHthJ@-dQqNzXED>zT}u_wW~?3cGP_iN}C5&BxxSXFuA?2oI%?mCz~U8uxthzQRzN;)N!L{(fL6~{!kTGx;pl4cAARJ% z_WQw4S%%Urlg2=8liJKjC31~QvjC0uvy!K{2;*T&MWz+H)fKvUt$32@$?iX!8{4}K z6U-z-QpDgjRz`yaW?r+$>Rh%zBX|%dq5IEOQ)B2XUbegu8Ue>YdlcDNOWh(ju zlv2)E%o5p*QrSjTJN~_tILI=?^~lL!PmPj5Z3}HB(fG~?K_eb~#ju}?e`QjN36ouQwK&yL41Gm1`hkg8a$C0Y zsG;qUdca!9xr)5-%+uLPDGLqo5(zmxxL>-jbmwv>bJzCjbJygl{;AE&ppV87sWE)9 zFL&4STK(GnTIi_(WZm8 z?v0FH;`+NmG#r!p+-N)q+)dGyysf;uaxx>Y&mVTF0dQ3mOf?V;a25glZrJ%~xxDX@ z5AqqG%nd$xQMO5ISD#Cv>upuarNs?15BLMjmm5Neb4)Ke17~X!lX@m z3^>+I-O9Y^!k_ucI_d_j`PRQH_H(^Ca`jpf#Ox@L*;FCo6gWQm_ka|dVEjv zcrt-Dx96~()K$(sIkPd?n~!Nlk~wPRDxx};?0qjiowEQZE*IU|u#1YyTF$&XD4{L9 z9Uc0z;!lkX54-XkKoPG^I!;%Py9yH;*gijiA9q+MK2^MvUcLedxEKd@qDGRo@;(sA z5ak1(I+Zhl9Ir@MIr{m$?miYyX40Go?Y=8-*m^^1-sHl#->BX$e5wymJkD}Y8gJNw z@VOk=qCDG12Wm$5^B0ygS11tu{b=6m2F>0(r?r*bj_8`7aZ`a?zEXM&=O<9rZ4$Vx z{k@ygGxf)^9-nEJeHU}05i%k(S_EvVosW8?7wop)PqzjQ0AAp80$ zFMj{Y?4zZAae=|6!rp-(!m==kTRFS95;1YH{x_A+#LE6Zbb6XKH|#e!k^Ym)H;EjW ztdxYNgjsE8wKC=iUvOg>3o>SkX=x~ucE)+R@SxOTr=rnm?Szg~9h|iEG)Fioi*OP} zvKUL{SNkOj_2gp8i>E0&l#L^J|L)K5HK0*OTVS1id0R8TSu69D0Z_jQG2 zBsDe-4NNK`O~Huf)dctz$Rmq60F8s;nU|Dne*ls&iCXc-&8<*c?y0A{!LPuNBh}L5{=c<3@|BF? zrC+WomUSb^IX@x61EW%$G=TW3Yx+74^-l@gZfE2-{u@7dU7`9fy)Iqq7^?!l*d zXO@j?yfz-lsdYEcmMi+%YkL#5_9JMx$(iNzw61DhC~6;N0q#T_6@ZR>^HHIH&gk64 z?_r%k)VO&tsgZBIRmNk4f)NkIkr)dV{xL?D>cLWWwDacS*!0qTTbFB|fA*Ob2FwnM zm~aK6^*S3Ua2=-7B7Jb(A>C+lN2muVb3(^U^sg&9V;gRs`nTe}C*3XMJ7qAux_8a= zRtp^wbl-hBxv_h>u>b^qMTb+F0=6-Gcl#~Oq1gGa+#hix3$*is5bB9WC=yG2abpL~ zUU-;hW>6r!Jcui?NzA-ZGI~6`pP$cF05}I+fHED^J942-+gS1uuWMIz<{XD6v961Q>=DQel&7}!$Z!dy2Ojn{ z+h32)AT=ae4tM7(@vMD3soGT9AyaNg`gp@*FtM?}a?g{o$dn_~`N!7VXJ@16U_12H zCr~JLKd|sOGJqp?V#t!knrm8R7e9*tXG0dLvIDFvU7>y?t?gRsH73I6gdm~e4ng~az>*$ zfanjtYCcuw0iJx`0t#;c@be90ZNO9brr<`QkO&;QCcul)<{h!I10l~%1=e`aWdS#z z$EQS0M4{K}s8njQO`9CYxE*StYOz-8;Q;yMWa{0vvceCf#|{Tw&%*#nRm1Q;Mui9c z`{D8tXV!<}l@gp&mT#9$Ss_Sm5PNb&H2OrvI-=GPSdGfzG@CORKnqc0 zY`uW_wHy7>Lid{R<>&s_M&V?Ki)ZH_@R_A_KET>s`d(onCKNEYZr_TSpx&aYgh>ly zBVvPqc~7L)tU38kAbI%`2!lYjK~84IHh6U6iE+t}n$0Y>`rkuEM>})s`FBq#!M~rg zV&xX|-4xZULYOgAY)#dj z6(Pq`b$$oH~7#{2iXQd{cAQr-F72Z}|~e;}P>? zZ*vN$aA3*-N9WQE89b+JuiV*BOpOnSl+LnOO_fS7(M3o1PenzcwZ?Kec@zMME}XLL zzja&y3kwk=k%O@{3@{K5mpo6ECh`xG{F|DVqvB%EF{_f%1vbG^*ZLt-1PCd>G{w<$@2MJbCaiL>+0IV+6c4K4J}>S$$`nqI7wM8C*@no(bLdB8^=v9;T`^zYL~JVNABjdI zKk5sgpdY)(mWICk7T+mO8^;xl-Qve)?6iZd44mco-Kr#w&vRbHXTX3i?{c7)os9#fLeEb&2S%N(VEc%aMr9T01$L3@2j5743ykbCC9G&u{UI#4`hmR#b*#fXRi*>CUe9kO}%73dCv? z-vZSk!YVRPxQ0U={zAG*N%+b>tc|i&No4ACIh&rPc|vCd$F1MR!l^|hN5xo%YexH_ zecG?>wrcjPX;*$Ol`in&oeqLWul;KJZU*mpTH+TJ2MMtYp9O|r7U3SGgYUNQ#rxU+ z7%#s8IhYkPK!}4(gr5R}u|Woh6Scg=SJc;7qZ9q~C~wJ3Jm#Kp#^9mZ;Wy`RbMTr0 zwzilv!F!0!VDMM=1);;KLyz&0SA?mDL%udb#C!s;EE8u(#wj09oSAvTK}^etda&Ak zwi1!Cl{<*-AsyK;=N5dJDd+}%eBTTs&Ma{aTfIa#066{3qgX>tQ%BAD1opTq*g1>X zN-;$}_m_;RUc7ZdjX=0&rpaTEKe)vF%CDP#7Ec_B{G8kePh^HY%dV(lPjDGUji5@; zn8w5WoG@MAX!2lWO^8V*e36>p$&4^GEclU_mXExr69&otczznTfeI!nwj)djP9Sn9 zEko*M0EO}JL-tjS1;+FEA`^zoXf4?%|G(nh zfG7T|QCAqPo1X77kMtTAZ_L=fR439H@oty}NABso6_(l)#hDq>5|;7zcIG-BbLMQZ z>i|9{SbMXIixKwC7@j)h1+KD6X%k;$6ULM?0IxHidVdAhjOt1OSXC%PzW)qnoWx#b z*-m$T*$$ZAD8~G$o51f5dU)fCi_98!uCj}8{&>tpw`8n{LB-s5nXwM)o*3_~Czx|J z&4@|MN9|Ls?4XA&e^8YecDDH|s~`ypT7NE7vZg4&A*=*{p> zfFp;>mw;Fs=1V@m+;V*EE)#EfY1(=1R}a8*T|*OL2nUySIdw^(=YM z`5SQ-sz2?tXk*ctP@cYQMY?TV)mFLz-QQ|-CEgrl#&%UfZt3UEm0?fyz~}brwN`Fb z0W-Uet63&6O0}K*E|Ei>8}y%wjgAoXeO#P~se8h@wA&n7{Wnt%KhU4ojeS030WXE102uIZXPVnq zm4IH4#>zVFE=at$8)uv4KQ9I)N6q^y?Swh+)ss4n@}KO9K_xC(Y!|}{Uu*XecVSa- zC8*>&jY^;40I;bh^krKVz?zQE7}RDP1)x@) zr{(uIqjlKefztBcqR6b?Ot-SeHlw})=-7U{W~kfh|AeD@$l`y|b;#hDhVVu0DP2}xl%K<|oJxg!Ul z_t3a(xBl!JK|NvmiA4=rM)h+-!~d+e{{Wj69B`*fWP;(tak8_rFu{ 0$, pak + $$ Z_n := \sqrt{n} \frac{\bar X_n - \E X_1}{\sqrt{\Var X_1}} \overset D \to Z \sim N(0, 1). $$ + Jinými slovy, pro všechna $x \in \R$, + $$ \lim_{n \to \infty} P[Z_n \leq x] = \Phi(x) \equiv \int_{-\infty}^x \frac{1}{\sqrt{2\pi}} e^{\frac{-t^2}{2}} dt. $$ + Zkráceně tedy máme $Z_n \overset D {\underset {n\to\infty} \to} N(0, 1)$. +\end{theorem} + +\begin{proof} + Tentokrát budeme potřebovat rozvoj exponenciály do druhého řádu. Je tedy $e^{ity} = 1 + ity + \frac{(ity)^2}{2} + o(t^2)$. Potom také + $\E[e^{itY}] = 1 + it\E Y - \frac{t^2}{2}\E Y^2 + o(t^2)$. + + Definujme $Y_n := \frac{(X_n - \E X_1)}{\sqrt{\Var X_1}}$. Pak $\E Y_n = 0, \Var Y_n = 1$ a platí + $$\frac{1}{\sqrt{n}} \sum_{i = 1}^n Y_i = \sqrt{n} \left(\frac{1}{n} \sum_{i=1}^n Y_i\right) = \sqrt{n}\bar Y_n = \sqrt{n}\frac{\bar X_n -\E X_1}{\sqrt{\Var X_1}} =: Z_n$$ + pro každé $n \in \N$. Dále můžeme počítat + $$ \varphi_{Z_n}(t) = \varphi_{\sum_{i=1}^n \frac{1}{\sqrt{n}} Y_i} (t) = \left(\varphi_{\frac{Y_1}{\sqrt{n}}}(t)\right)^n = \left(\varphi_{Y_1} \frac{t}{\sqrt{n}}\right)^n = $$ + $$ \left(1 + \frac{it}{\sqrt{n}}\E Y_1 - \frac{t^2}{2n} \E Y_1^2 + o\left(\frac{t^2}{n}\right)\right)^n = \left(1 - \frac{t^2}{2n} + o\left(\frac{t^2}{n}\right)\right)^n,$$ + neboť $\E Y_1 = 0$ a $\E Y_1^2 = \Var Y_1 = 1$. + Jelikož $e^y = \lim_{n \to \infty} \left( 1 + \frac{y}{n}\right)^n$, dostáváme + $$ \lim_{n \to \infty} \varphi_{Z_n}^t = \lim_{n\to\infty}\left(1 - \frac{t^2}{2n}\right)^n = e^{-\frac{1}{2}t^2} = \varphi_Z(t), $$ + kde $Z \sim N(0, 1)$. Z Lévyho věty (Věta \ref{thm-levy}) je konvergence charakteristických funkcí ekvivalentní konvergenci v distribuci, čímž je důkaz ukončen. +\end{proof} + +Následující věta nám umožní zformulovat mnohorozměrnou verzi centrální limitní věty. + +\begin{theorem}[Cramér-Woldova věta] + Platí $\vec X_n \overset D \to X$ právě tehdy, když pro všechna $\vec t \in \R^d$ platí $\vec t^T \vec X_n \overset D \to \vec t^T \vec X$. +\end{theorem} + +\begin{proof} + Důkaz plyne okamžitě z Věty \ref{thm-levy} a spojitosti lineárních zobrazení. +\end{proof} + +\begin{theorem}[Mnohorozměrná CLT] + Pokud $\{\vec X_n\}_{n \in \N}$ je IID posloupnost $d$-rozměrných náhodných vektorů s pozitivně definitní varianční-kovarianční maticí $\Var \vec X_1$, pak + $$ \sqrt{n}(\bar {\vec X }_n - \E \vec X_1) \overset D \to N_d(\vec 0, \Var \vec X_1), n \to \infty. $$ +\end{theorem} + +\begin{theorem}[Delta metoda] + Pokud $\sqrt{n}(Y_n - \mu) \overset D \to N(0, \sigma^2)$ a $g$ je spojitě diferencovatelná v okolí $\mu$ taková, že $g'(\mu) \neq 0$, pak + $$ \sqrt{n}(g(Y_n) - g(\mu)) \overset D \to N(0, (g'(\mu))^2\sigma^2). $$ +\end{theorem} + +\begin{proof} + Podle věty o střední hodnotě dostáváme $g(Y_n) = g(\mu) + g'(\tilde \mu)(Y_n - \mu)$, kde $\tilde \mu$ leží mezi $Y_n$ a $\mu$. Když $\sqrt{n}(Y_n - \mu) \overset D \to N(0, \sigma^2)$, potom $Y_n - \mu \overset D \to 0$. Pak tedy i $Y_n - \mu \overset P \to 0$. Jelikož $|\tilde \mu - \mu | \leq |Y_n - \mu|$, musí platit, že $\tilde \mu - \mu \overset P \to 0$. Dle věty o spojitém zobrazení (Věta \ref{thm-continuous-mapping}) dostáváme $g'(\tilde \mu) \overset P \to g(\mu)$ (předpokládáme spojitost $g'$). + + Dále můžeme dosadit $\sqrt{n}[g(Y_n) - g(\mu)] = g'(\tilde\mu)\sqrt{n}(Y_n - \mu)$. Nakonec, ze Slutského věty (Věta \ref{thm-slutsky}) máme (využili jsme předpoklad, že $\sqrt{n}(Y_n - \mu) \overset D \to N(0, \sigma^2)$) + $$ \sqrt{n}[g(Y_n) - g(\mu)] \overset D \to N(0, [g'(\mu)]^2 \sigma^2). $$ +\end{proof} + +Obdobně se dá zformulovat i mnohorozměrná delta-metoda (za předpokladu nenulovosti jakobiánu $g$). + +\hfill \textit{konec 14. přednášky (1.4.2025)} diff --git a/stochasticke-nerovnosti.tex b/stochasticke-nerovnosti.tex index 7f18045..839dc08 100644 --- a/stochasticke-nerovnosti.tex +++ b/stochasticke-nerovnosti.tex @@ -28,6 +28,7 @@ V této kapitole budeme studovat užitečné nerovnosti, které budeme moci apli \end{proof} \begin{theorem}[Čebyševova nerovnost] + \label{thm-chebyshev} Nechť $X$ je náhodná veličina a předpokládejme, že $\E[X]$ existuje, potom pro každé $\varepsilon > 0$ platí $$ P[|X - \E X| \geq \varepsilon] \leq \frac{\Var[X]}{\varepsilon^2}. $$ \end{theorem} From dab57bece7c63e66ace10b8d5ece5de38c26d2e1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Tue, 8 Apr 2025 12:14:08 +0200 Subject: [PATCH 08/10] prednaska 8.4.2025 --- skripta.pdf | Bin 301936 -> 314262 bytes skripta.tex | 4 ++ statisticke-uceni.tex | 107 ++++++++++++++++++++++++++++++++++++++++++ 3 files changed, 111 insertions(+) create mode 100644 statisticke-uceni.tex diff --git a/skripta.pdf b/skripta.pdf index 6d1566d337dc4f61d88219063f0e649b645a4367..0f669de0f2f06e48f2864b54bdf7412589a42314 100644 GIT binary patch delta 84351 zcmZshLv)}Gu%@F<(y=>c#~s_YZQC}!*tV?>JGO1xw(a@noLS60=k97aZjd+G?S=lr0gH69s} zv>vjZph;Y^n-}`U!(&1))R!Q+4_8Lg;-mobFpHV32Ee1BTjnVS%3ATw>1NJAdYE*-cXTM6Nl) zi8PXRaGulm!Z<20bKXR%Xh8@4>UEy;a^u2$75GicX)fm(aV}^$+N$VbE4`2BMMk_& zm`iruxR^e%#gj7MwUrGv(@M)6X&&UX2Nu+WOHY;^pB5vnDk*H0Oeaki;?IkR3O}HQ zf=`>Jx*(C%fT$E}*X!j8rnYfl2ODkaHRW_-u}PL>GnWaF1-C7eX8%I_otK1O^_Pih z{WLjjLhx+0F0Ie1zx4v+jcLYFT!XXwS~lX2;+`=8liG%f*iY6@NN3#40(k>oNcYM< zC%+Wlrpm{y91Ix@{pT7}%TzF>#gM(AzCb1%Ibm8s2>IdYHj;yeNkoG~i=-pRz12~` z)|v8&L=gi}WEIZrW;md20iB)Ipkf#NZb6eF5n71Vl_`KN%uc~sx(2tG!?q~^3&QlG zk(Sz_jWQBkI)}wHdnq5>!s9U0_i7BjwhT7&hVW^fk)1A=3x3bGJD8<5hE(@cKpnYQ zuVa!GXVTD&CUaC3yE}!f+!5iW+P+$!UP-YsORf^AYheEp*feGxqJ@sO1ASGV2&%rT zCL^Ncr7f54#mD0{c3F*rwHmR>nmXSk}1Q)F(Nlnqatr$oViC#a_&tcEf?9wsP4BAC;Xv z0_TcV>4SuXza%kGtCfH_zW>8-tdqyBr3mxN=UfP17iX%87d)4i zogU?9LEb$sjI2gCaNb^o8Dj~%8imvuCd>uUZ7m;9oY>Jr_2I(xa@KYZ7|OReyKq|g zJ`E`GDp72suy3~n1VNF%EN6aFA^zO2$a!);8hL9n##e48vV6_9yRj;wBj;6T;wU2>M(LwV-u!}56=mjqb~Z%>yJdJ*lN zv<)cr94?p!eaYL_;s8AAk^;Oc%-lWjWnXOFM#1%?@D7od+(g*RE4XI`d+q4;5Kn;s z>#C{ZN3!jC$Bl$qz2X6nwXs5OJ@s1m1zRk+cN~jHmCO94`-V&xJ8fW}J2#j5#{kXK zlt#t8|55+t!j|;-%A7GR{bTxkG;zS}Z85Q6IV|?$!UlBoO-wh-v1JXTC1a)ofJtEYvsUbjrHKJ|}Ed02JsM||5iAEbi~c0c~iP~_3% zx|UiH#Y#6>^LDUx4-LRi+Rog%0?h4nl%`Hk2`0e&hm4%&lrarFTzOUtoq&Jyx(7X`_4|{n%h096VVyci(LE zkcRLf%lg80U4_y-VMP`kWi7+j!UGika(u}xM4azU(?&K7Bm+>_w{eIJtZ6{+SB&7_ zPU<2-@-kn8RtM?3BXuI&CZUoM3OUe1GCze_?Ll9!L<x+kGX7qO>P!aAoq{e%r+UDa8^dmya4?rJle?M*`0vz5d{CwDjw#Xn55J$)s z;{a`QRN2x9ACNa&wv5z~(NwATtQ8}FhSA#(IiWQ%QY(SWKw(qP-rzaleV#(kKe98^ z0fvHZjJupe3<8hA-3L|$W#y$ts~4~lj>K%)M?2ClMF_->H3^IHXDP*Ohkv=~=QhP8 zB(509@j*&GG=;v){s})KAF5DyJm5(z4pvfak9kB*0D2?`@F4W0RMFy#=~Z#pYVM}7=jUst4!tUf z%*vwfDviK;@*RA74sW^MUiFWQ$`CsTGD{V*(nJyC*sNJhM;b%LOTsOm3Fu_};u`!N4x{Dmtnqyc)o#sEKz<21C1^`5;H8FU%SJyA$$@kb!px@D zmLW!#-;I-JP+n6k(gJEF6&irreAjRk^#~(~J72d^t_PVktHh8#x8KG8*=Fy^=v~;j zaz%eu1541~B_`tbH^mB+?B`ZlDzW%OJK>DSDDK(^S2P#d3~^u^c^SP|yrFQz+L65y z5cRU!77qf}v-`e$%^?DZZ|rhsWfZF@fMnR?_p`i@zii!#w-1?RN^7k>T6n0BXYR@z zmuHjt>fB{E+DGR&fp**`+J2~D{Um$&*^SVqMh@J(_e5~TCD-&E-k~)`@#^@&cO-j{B7`PS z{%Zt!qV49~y6C$jB~>a~nF~Y0?j$7Hw>%N3M_VhazFrzp0wYDX?e~TI$E%l+Z1l;! zw_Z@gmF|cn@B^Z$Aclxc-(pH{xuf?&IFp|zPT#7I?>eZN_|WF}F(mZgwMi;y4pw$i9{0e7pNiNU0OA6PDVu z*IE{q+Q#bi!)pwrpK&G4nH(khTivVK*$! zaH~_fE~WITk4@Tec3q9It-mM&w<{C(&F7acBi`|%$&qP)eKxjprSqM;x>P>qrx8Yy zy@&{Feg%)uEH-XQ``XA{g3dIi?^PPK0ZFpEUw?5q@G`j_I*CO z;%1+HOtajsP!^|NiDNMvGY=5}y}8hR zwKS!K9d}42)`%riOqjRs_Y4Ij&6>@zF;_6mFBBm2TO7uxiW}LGLFkNN$*^xv3&XH& zPiv6Q$8c(1t#cigxdxDNf-9vaj!^7#0ycqV#f0}--{lGS*(_#8Gx)s*IsqNGy-(eA zFKHqN%Spk%N*b^#FSPh?DH=~5aX1?E1eNFgsO>_Q*PlBtiB)Ui$2h={;zWg!=`|`o zo6~&h)!?qxy5A6OIS--G@KI;;$g{{wWiwPLlJk$tag z=bZS%}%wbBQXFfirZl*}^B@j^BW#Pmk280ks z)9t!iDMGIij`Ch(Io#RZQB{%vgqrTd>90}X+y3QYaksgf&3&f^dIVoL8^JiK6!819 z|Gndua&vR`Iu2E}8@&Xr`EFKK^>O%o^E;OZzbb}1AZv;ChFn3HpxgJ6JbhE9-Ya;` zeY_%7!vn(%KRe}_++&*hM(dg&7IUKigXT`}UUO@C)goiFTtABiN*+Q%OJo1)`q`w6 zAQa!@_wC3&`vWybX%wUnAvzBv4q)7(azKe6Bf4tNP&E5pjhgAO*CSUu5o%Cm-Dlb> zajf>9gqUdf6_rDvrl^?{T?+f!BKq1C$!YU4>sh{Z2L?OnUXhJi=|(IK**RR?0dTtC!%UL4L| z1s7J1TPR2vcs(j=uBwL00_-`f(xnn(R;jyXfO>alAtXmeDKCm&r7-;$$@j!Ox1A5W zuDja04d!$IEFPN^XHtNwdsGm!mvIVPCx`u9!(x<`dsT_Tun9Z}mii~3YqTNtkE9T# zLyPt0CeC3?kyT9q{8dqxn!e9T143|Rkf47}x`$e4SWKAMDJE8A1Rz#ki=6V};91lm z>p<8Czw^Py;mjh9vzdl284r7q!8DbgW@5$S0HJbUlv`+p&lp8MjRJ-W4eP_L+aZ%h zt#mp|(-4(aO}H_Ry&8~(pGw7y9)zC$LXMe=cgg042p~~yvqGmR41youxAy+P`3Hk% z`4PvPrU0%{;Q$`~2rS)K&*g|ABqCf)a4q_%iKP>CT{w*W|Sn zU6-8<0@S*yeA#C>%wm18d=Qc~YYB0cC$nN$wjYPN?o#*vX3x_N+;|zblSTrdZ zY1dCW;%lZK1R+s^BT>q_iVLU3w=Fext+W_4Dy|p><_AhLNS5OfKXmTQtuk|^Nal$> z@F&cZKoDGUG0TvUSe+A+V-ZmCmlG7D*eMbI6uelmR?WGzzHs9 ziyQb20Rp#f-F+?!M20OSa=+sn_u%Vsi_X29u{n_g1nwcV4wKh}&Wyu5I36@HZ25n$ z<_!v*>M7QE1+)B$uPKR8RBue))S6K06g_`=Rs!?k27;3lK)mr1l^nC5SvRVkUGQ0v zqVJ9#o#fnIMn8m>->aG%=wWtKip+_H+e8`B04R?+Q>ynr)Vy|OacTL|4@2nlmB_!0 z{0GG=f)Y`~*$L?pnfA>Dc?Y0Ml~7b@i>zB)m@wIPgg#5CH;}AK?JWOkXYZdpjfF`w zti5vb7r5OzBd*<0tl$(0}4Gw9&rEkWxzske3X)i8|2g_(m+ z_VB$fFcrbp44FBWG`5;VOin&ITb*k5fvUK@+@m(UcPPEn4I#Fd`@$=iWK;TTlMlJz zZ6kQ@WwnX1!F+)%)%9Ie=^*PH0`w}|$~EhaE(gbfK2^+GCMgduy`I~4aHyR>Av_QejoIiy)r=!$8GWN=%HS(gw z;|JdB-ab#A&JN}6#mLL^;WnvPo(u|#J>e0UY~%!Vi5Y^3iG;kUnL)YCMcphhS#qVD zhx15+N(JHmY33~lemE9hwy#5s0A=uS5=Etf_ih4<)M{F05pp%D_Wq;x4sf z;M*4`&=P-w#Hjexy&p(Bevu6R`=5Emhq#>E&}HsB*?CM(3m6}GoaQ%68YkA*fL=riKUZIw`y;H+pUQNj2 zGk@KdyN;FJ?rha7omh!%&+%(526=ZK{$&N;r|f_h=A-Ot(%x) zkYQ4}%MO&j$TtuXeqRvkfpyOj4eL~89Scnpt&$Rd40roWs3;%vEi{4vl*_b8YgSs3 z-@4jJsQk6Hl}^iWv$Ry%C>dZZ;;wH8g=~t7Er$Hv6-hF$^8>Cu2EZc7Q_>G}aC>n# z_V$&9c$COGzTaWW8Q8L(4YPr|OSlPECQE~ywjH=bK>6nv(Z@~xvMxOl|FfuKCvIzC zj^=I>o5~-{*qkLP)szm^ObAXvQg=(^n69b|V%u(MD!x%U9zmKw#4hYdFDO9|>0y#` zb)?W>2S@V5X%jAQ5TI!?kVCv|VP}l0k;Rf(c70A^;Jsd?t!s0TETFcxG|%1Is6X;5 zn9W2mO5srFxQ>H9*8FC;)19qDD_Tmixw>MQB<%u)MC8WfC=pC-6=Hvjd4T{^$uk}+ z=8sz&R38>sTPYTV10I!NY*4#mRq&I!J)-4jHXH$FW44Nr0Z@S#>fxYctFXB8M+U}^ z!g_OlkmXu!WKdg>gFYtSKRuK=lF{DVOMj@~#XDpga%BxakO>BhbRJEhk0UDejTx73 ze3oE4PvmK8Q7IWCrIG@dT+U%OZpB!+vQRY|g|ds-bLI5No(8IsEG+8fkJk8A_vUTg zL6(lQZbCceE07EwUFNlco8Pm6rWjRBYCS%(Vu>OK!fVdBmJ8+lYky!25?eRfiHAq$ zcJ0_fYs%~TpeEG-@wbZ5m_DA)t@<_o%SMvL+szEaviW44sFgTO601h;>M}{G}rW<==10ZhNU*zL&q#1kX%h-f@-lo!Um5Mm;j#^2j{9@eiIwhVrmm zU;C^o z(=mU@H#Mr2lhgki{aNI%IX3@QpyGW$oAnHybA(VQy)1bd3v)oH_#JLdi`V>fu3q?< zSB#NQaYLY9*mTI}9P<8vv$S(gIroxnKH2gE7FX;GiKl2fB;)g15Bokv3RooV>ivF|{N zM4@P8vkg5*yZx2o+cm_F=1KyNyL}vV==?biv5=6s$;aE0#g|wbh71g$eIQ!-00y$?NCn@uU;BeOQ9@5oqWav_;Tq@gvI zl60Nay4|*sv+A5%Y+@ISC>v~UTexx<9DI;?)lSX8+oQ%!J({XanIzX%6c22eAi7&3sFZ}5*e*j?rJUTpG?q<6Rs^RwF?d;(5 zC=7^Y%>t%!Zcx3vJUyNtqn94C$#NS^YZ^VOT*5Tl-Cv&$2~6PUYYa3zqUu%(CtRLi z%*Jq~UeX(%UIuD1t{dX7U!EMBmd0eCO_W>4w=IXJovEkakQv36;+RBy^8Jnl^s>7D zo~K|r^6sM@)pBKrCm&*Z^Ze@W^R6_KX%D@=763$RrDDc-a(q6uAvF#QqMeBkDJ`b9 zKR!LO@!w9((4)-)b=vc{%?mg)9!4wBtPd#q1sZndPorc|*VDwl&tEUJWf_p!S7Se( zUeg8LpFFhIpHQRJ)=pPw?*>0WbaxwwV#rUXxbOp#=RqCk5WgrX(cXgt@0P>>Y`cQT z2LSC*Oex&Se)pi#&1I$8MjAVYf)mxAM0H3#RcuNPHli{##Rc5Wy)>Cgcer^U4<6<$ z`IgAftthL04R>U%?Vmr~pdkV;wrFe-F4pHDg5HV<{Uf>Z^=h{7W4z8u;PQ|Hk$SBh zy=mIS6dKm|v-5V5I(bXG0>M$a7uk7U2f&K#8%0G1Zt_|*@cm1Y`+3&xf@v=#dKLvy zws4uGTaKJ+B4*6PJyCAL7jfdt(~|@ff>8d=xbDY4l-}CISdLn0`Cd%P+_Fal_Lllv z)p(LyvmkrMnVrue3VVp^u%-{6aNN!uQ7vf2KTlR{Uq>3c=+fe0IDE{PUq>FO+ra6f zRL5aTMIw!Xbr-KrNk`DXM2Cq!YO^Q~Xnbt8>CYL&9Q}GGb#(B3vfyL7k_GO>@Eh-V zll#1c;vG$pYpu2&$0j0)a(}uWO*SiEKdUK$kYsHkoQPJ;MMfyn<$tE=#>%>( z^>HftVUlC6`V|TFa28Fg6_+^1kBWU|>Q)51Uym}cx_kSv-R@UwHgj) z6dQY*n;U;xo6*%ZrSlChq+i^GVv}GT%96B zA)OW(IBdPYRK*bn9jl=r||

hNhR`I)m#87fn%`#fqP}&Lztwa)bh=hm0vLXQlHTCI zck4OYCUJ>;%q7-8SH5x@#^E!vw&E-DxHgg?O_YsTQ7=Lgnn&*(;3>;Pkp4p$EHe{Q zkMewc>U!eBV^k%FvRvTZMgwL6IFP99uH#*8UUpZ-m8=_Lx7R zIG%;vbd&?=!nOJ>@ENlz_X~P&Te>(%;QZ9-*P493nY-&kzkwhk>{Y>g_p!AiXhG9@ z9G8#{Y&m!kxq?U(nIt)m#vVp5E->0z(=qvb85+Ty#Xo&XXZ-yCbp5wW3B^26qR>up z(XEUbi2Opu_>SZlA}UhHYP3x8%cIRWeYfi10k_c!j`_XZnq$|YbY zLNf8zQ;JC|3pHgaSG^dyBzkTfnVBpht_`qLAh%Bn^pvz=$9 z*KJWcW2;PV=}Ybnf(z*v2CD_T9Y2arSQ9Pq1t9Dr7t-4@2Rd zO@f#$oPuOL3v={u#dMKkyZ(lg+u$Sg(6q#R(*p!lDy$W#nAs@&)D`A34KyJ?V`r`)J2Hk_InxJ>Ec(J1& zT>z_^mQKe}?1o54b9WRPa1+j6bqOvm=U=1?i+0fUDOiy@)doD)CdvYp@B^3=h7zQ7 zSX;DMgt<^lY=T&M@Cj*1+c-9R(YIG~yYv(ME$pZA_L>Y27V+P?St_B^- z&bgHHs|r)STLvgJq}$X)_{|vN^0NL zoPq@^=I3fma}fSQv$(<^bqKMF>vi|(32Adv7Ao0g=rdKES-F@Sma zLdYyr7WEh+9&9F~R1CT*!I`rfW#FBWD3_V85}isrlY{~%=gLP#*-;aAK?~YJiD?YF z(EX+Uk!3?aiDmhWO_eV~?L>@*tF8zQXeh5Vd;Z3^RH!AB#%yN|T6dmL&nv0#=E zFm6|AC=fg|H`CWHia>{=2_jz9R%`o;Q<77*^|q_3um*fNJT6(VWcB>4TLr>j!!}ET z^p@CNH_HysC6E}r9Xk4H#@YU?ds(O}pc zmu+6vywr^M2HSkP%)oY`H6I%46WD3(K28KlpTn^!Krnzp^;49y?Af^dcV z+`!%vLi2@wc3mr*)PZA2s3OQY7e8LS?^WJDuNtlu$iEIjN>c1?ZM(+jbLu4L`5(xC zCp8447Wv>zBHz~`UxCvjkhNuUqGQw4qrr}XPCKFnZn{K5)U+Kkfi*}RsJTdu{C?J> zAILMf+M;o3RkE#GBv=AsK3zLh=a5OYG%`H-?0|`^Rqva{FU0p>fES<3OC2Te9s)5* z#m-Y|OtsiBZI7{;mcp?LI3_|>9$!Ms^(v|BbrVR5Sjck10FbL{)qv)>Uve3*mOWnF zNZX+k3Fb4MzkProP)hr^6UqQJufYSeUvwnm-JZd^I;ukpE>l0!BV`Ny)eF1MSz_=6 zkB^uLf>&>UwC+}GXOs!zXKjO9gMX8pqDH+;f_RhrMAqbmS4Lxm-33=S(|dJv9WCj7 zcjL8D4J=6H4`3oj4bq5`ZcDf1fmdsgROjf1xg~xlvmBlp+FW~1(J9Cf%sRE+`Rv!n zfw?c0SYU9^n@|I@~Z^L$+wiZ zl99E`FXwi{KX6<}-RMTFM2+x@cUY4W<}%=scg?yBHh?ROwoB7qcj$$!aMmunOZdy9 zPJr72iqf_mbnM-o%V%q7XoL9N#F3}6-T0)g?eYp50g8IiG`$Y@?StvnsTPh1nG&j! zloiw*MKz-PBw0i|OYE*)rL{qz|5A}Tvx{weAb8hUJ)gG$SYLwkoGCbOhVH?KN)2{3 zL{CY^GqAyyxB(-!#MXc0ZhX0VMlVr_AsnQ;8~)(=o-=2SUsY*_nq6?PqW#0o&P8}i zvE!gkQJc&7$WBFMGo+F9JtcG5je2UF)3@2W_Rsc0am{-YM)qeBG6=u(1Y!W~-}aa4 zdWVh`K~kynNH3K4l$uQRD~;af^WZm8->aF(9iRZ?_^4@fVax3#LX{sGvTX9?{D}WF zqSB6+=Dmr}Q<>!1F$Lo;lf_xQ=` zab9Cd@p`oM=A~3ehGx^?@!5+>%or0X<(%pw6nRQxZR3gxaoH{I4ZF4u%lVFmUo)Ej zNqd#4_F|G6n{MLWc%j0$W*@JK_S4tUpH97vF*jzw=Hrk=1g_7ow@ulM@%ltQlSRZT zkLq@?L|P?x(i+<$k-x5%C5mrR74tTm_8PP9%Gu{R%m2)*mpYQ9*Tz(joGWEJz9aP) z$7BN)Nhn3}s(%!CS(*9h$!(pE1`xT0_p6*suSO(0FmA!I)&;RwVe2jXX=`a&sX<%+v^N@2~=R7{fLi;3Xw;!Q$yrCGA3 zJITu<>aKAJhCvu>tb5W)H+>>WEHi2j@fvV?%Y05p0W#zW6G+TF1tIDoOz(n`Qj&c= z#;g)t(&CQuQitn*vi1&Aa5w%2N;p7t+-7*1gv6|cAkPkr3YrPs1(arz53#B2lDufe zdCUywLdEXfrykdZu{}tDyEi=X2tC0RX;u-U5yxcDSNY))MIY^9pOF(Do@1;VykZ%c zbIm3WKt{KwCo$P1jl1&M1XFK#A)3X5dMcULtSZ&Ks#^FLtAw(|&0P7&yL4cjx!?Bm zin<#8R1%Q~@%_lz**x>HlaEt$IhLjlL;FNb>@l;6;qKS$_;{1q>*A%$vIdG)i5;yP zVp^YL`qbvzS2rfw)&q^5BAk>xHX^DU@5hHJFx2ZXJ3v&4>unqwL7$~zkQu0QWtcnv zD{J{W(*CEIz}Jy?xWc(sqKCz%o-Eh2h%#!C3w*`QdFzZ-U1VjC^515SF`ANk3D}Hr zcx2(9Nk)@X@1uT}3N&Ff^0?;q7n!h}6_ z09K#m`P4`7WD9u7;>~fG`Wc?+752)js167C$$CTGVI|o1z9K}E4X4$3#C;fH*RueV z?g^OEk(x#o#k&h9UucW%T&5ZgU5d7F$#}#chY+^0Dq}dM=X3(>$RqG$ziabY&^HAs zRM0M^kh#8HS0dVAh}=~|h_6)bD$WLpfbPE$ot1X-jjyM9sb~8_oECChb$IUOe{8i% zlz%Z#G2WSr=*~TLUyMQdzZUL~eSWL252(qmP8#4DA$my>JnQoU9^)#$vxG;&r#-$Vh~;PeD<&XRBVNsB(%YbT?UE z$!f}U^ju(?GzL?8{3V&o?H-lvfD}$Dru9K1>H%7gMq%)!GR-Jfy~KVN%pJ0c3v)0d z9lL9O3@qqqxCzW3nv;K)>R~}9=`W@R1{eW87DwM(d?OgG&)wZgI5N6k*se}SKaB3b zaMpM@oagPBzd&p7Ugw=n1E6-I@mseZyJ91#lvN%>+3ffOpaXf54ZBbDf%BF2_=9)K zjL*Ip!WXK!Hm#x`60QquX?W*}VUpmxF~2`yHVSs>g5$}+`E?siSqo?5uncFUJ^b+v z5xYWp`wP63_dsZa_@5S{{*>{TeYtD08|HC*9!s=C51M6_(a6C*{XlzhpHrYgN}l2Q zdY~KfDfW(ZFeMlSI$4t{HC& z#BrAIX%kTcuiez$l9DjQ$J>}i25Hwg{vfb!QH?7*%sOf7%Vm*-0Y5-pj0B-P4u00{ z%+0UTBxLTQaLM!qS+=%~ne1nPp6H*6568)zPt^skb?8n^Ph;%W{pRG8Cz=qS( zza2&LvzuC)U2v(0Gss6&@>^QrvuHOFSg&=v{Zl=9&RgVNu=0jzyVl;^KkC_A%xitx zx*6c3#P^)rD$h3&@Bk7V^fjN>A^kk%j!AucbOV0OvBrKO>OgxIFHa~Wi+ty_n;70{ z#g@`(Qtf%t)=b=;V^;6=f_F5{wS>Dy8|-E>b2lB4AITWpGl5OJc^hVPPi&hkfXK1t z^`K@?+d5hl_s4t=+r9`-t^{3C;SsOoc_;tN58A(ccGL@YOTdti;>6{fORa0~luxe} z#fDDcCSGWW8MAY1^1o$)&f$M_2mfNFlo14>@%?86iiAgc|J*QjhF|WhjK-f{2P z^n4M8&3i*!!vmtBP1%NE%PZs60=+>OFJ{v2)1M}$ZX><+k+9OFe8?20313uB0U=Ew zKeS}iG-(_`N%nt`yR)B*;vEJ-j?jgmA|X?jipqvT(?q#?!(GFRhO+wXXZ1K;<3xze zkNn*8Vfu(N%9;UtZOa1bNRILMQoT`{h%QsbSNA6sKm@j@352`@XLqX>H!_ZOe&+gP zA-Vm#2d6`O2O&UsxTB$K;gHw~_Z$y_%;4wNe)!z?$zbO9d|eS7+`{q?(}y{G*`+JR zFHFj#?@sx>O?(Tx%zPiK#mjam&~M@pDyUt7`=T}R_?eVKYjX9b%s7}pt&=^O${M?_ z`p&RzFvS=d+$ELq;V#ba6g$c06{Hh_29zpxzWnUZN zr@_3EzLmiNm97d0ytg4)M zH4{*T&C7-da(db+xdk?@LwAa9y(t3U&W7SKP|4O))$;N$rhWEze0kESjM-i4C)Khi zdB~i%P^+>I0qpyK+jT@$LNct7H%=L4^+6RS=3w_tejvwpz$lFxJl}>uPlBpZzDQO- z@CuK}hvF~uBYD7qN>Y1Kk(b9qwLCbp)H{&lzU{0*`X@Z3ul$1QP*p(37kPLhT_Rx2 zSKfwPJ3Hi{<>AB9C2_HBE-&8l40>BvX{s1RBoi)?>(Xz`6yz1db&2DOCJ9Jy-k*K(+{iqr=kEYBFW|2p`*o5Y5d<u#hTcr(y8hNRCPohbiWF&)Pde(a zIp&~XpEIUs;_?^eC-2 zkwgNA8qHX2%_^jX2{b>~W+=ZhIR#LXpp%HkQrilw3N4scQkp|H=0sWUC82q{?pkvV z1zM0^G)wSteh~*sq%RhXybwyNpgt)P?bzU751Hd3vEzyQ+H$h|nZ<1Jx8Z-XrHi+2 zRLVuk{`le#yZJASLyZ|CwGi?6*!ieo8cfO}vh-zQ`3Auaq9d=Ut*p9++akhl1a4MIz*y zefmUknzAIR`17V3Z&>irG0OgWmP%aB)8bk zg$4IB;%7DBZOXoN&*uy~8b4%;UEI>9`%x=WPW)>ldGp?w@pW$~d2zZ9NHTQea zVzi5%!FSCqj5p2*&E8Yw75`$9S%h=WP%^zdw4CSnO{xDbuHb!>EVt8@;FM}cG(_Vq zcvBY&1Bvyb8Gut;X$LM|HWvgpPr%FROjO`s1-9#$Pb41m-SY%CvoMjZeU>)o=Vl63J zvWpS1#jgic5s-#&1$APa=F%t(wYL{F73pG2g!%;WP-H-tVRL<~hv!p;frWXUiei5Mu(^KPl& z!^6c*tD6{AObdY1)ltJ=ZngW!lmzNXLthLHhCS1~5NJw+7impWGds#Dm2o1b-h;@H zsA5$%BsRGBG|{bTSd?=Hh=CXN2QDZ>Qc4y}p`_XuY5;>cG|2a&lrPjh^kcHb2vHD+ z*_y+B0WG~DPq)cSweZj{xqsHDm{OIja*(PUUYkC7b3BX^NxX53%I0VmUP*h@ii}`w z{G4H3NNLE5|LQTXHii)_J&LBmb&-#8jLPuT9=-pK( zu(63ZR{;!mMRq2LwF|L0Z%*?@4CFu9WvSk+kFZjMRz5-B)=vjPdP|y%%?W9)io|xoQ5l zJ7DEieSZ4l!+psPCjhHiP1qa%Bw5t;7jPi9ze#SjpLyGk2W_Gxb9S_I*%7SmuGGc! z+2GcuNSLUlUv1LOoh#pTmg!nyd@gjQj^tRec@)|?zkE0pCmR^ zC2KGwK|0O+VxL`{3`e*!RgdK8&a{&a>c=IGdxyzPyob|W%S{aBrr&F_c$s>wm?I|X zTOUse`q9)7b4VOEm`0J~Q%)bwf2j)8;FosAylTrVxvrrL5@W;q<^KO^-F z)|)3KZJefzF7uJGaq_-o+GsiP?X1Vqc?wF;fx!@-*vft&ox32Fyy<(iq})T z9$V(&;pj%~sk_zX3`I+xy1})I)FUsg76HcQyJ=UEf{rH?Q*M$-PC|jL{B}m(BBPK< zjcNMNhSVu%hU(_(%c2ueboz-@&!-CaYg|xPdT81brXB|I$N?RkiY71&I$}P8d<>k{zVeZ7F;la z^vO!mGNeTh%zZjXoFdP;8aHcBo=(hjUVu^o)?e4jdTNTv)v-N6zG#>UJD$LC_{Q4L z+1)oj&}sLHa%|cYm*GMu5UjWcvJDJzcJT{SM~hG|s=7m{OdAxaANPbG%RRO%)BcTY zGiEKgs*>0^-%Dz$t3d}Xfx#n*fv2p{V2-rV5c|vp^ES(%X;$6DFw!JKm!4&-i26%x zF3#6{&i8@!R2C{V-YXx4Wb0xl!SsD&(eyA4Nm`P#I9#RQd4y==^48bGE6~9IQq#?t z?;4}dlt`i0ky;wynbD|NpDRXA(zYPIr+RvSM5{uUfT}RjjdiDs`1uCS2S%knMcf$s z+@6X<2%tJsG#y zR8bKDG$w^L3p^2_uvy|c$=239s&nqpBC(_ij4K%{TM!qjlu9T5!0;5;0{?pXpBCZi z3h3bv;-xh}p~I1rm%ly8lWws67Gla?IiSe+UO8~<-uGM5pxKj$>q z^bLiTpRfqWlKxH8pk*!A0}H=deIC)em_Hm(_>pPLBiig-w7}@wgi0W&-lW$zj9Wxr7V2m|~jAdgCEq|{^X63T-EmcQs zf34ztgFYt<)BSJfQRdWL7f{kv^cpaHK*f952oLN6a)dIIVubTRKVm=b5u;2-#8af7trQAWed1>#=RyJGO0mc5K_8XKdTn zj%{C4B< zmW|o^>e)LXU`n=?Mn32>hLo}rYpZvEe$~;;Kw|oLZ*igL`dG%Bc8}H#v-N=eD5%-f zF|Wz5Eo;OIJMc=J3o4iQ@G7%QE)lRYQFWB$`B&nhvnzFy%2`&xeX7W|Dm1d|p)zI; zsVd0rC>rqqTeG%Hx?dF6v`vi(400;5VJ!3a#GrxM(qT}cy5*1Y6UqG?-fYBA_9cS9cA3asd+aL z=JL63L8!i*lMKi4;au*c1JChLDim;b z@vOAx%#B{+Hmwz*5ZmD%PiQytSN7_!>@tlUPI^OHV)l>__bU~@bKVSPC!3Cmhi5pA zQ~H4O=CQ_MKmRd4;?&BZwxX`~ZwH`SRJt!W;wr2nS8qeP#{o59RrmDVi94+c*I z(=K+Mf2;$>WGxgVF^q*p1Nvv>RK>lwLC>yGZc^Tup-SOOXmg=~Zbh(5-z$h^5{@$W z$WysUR)h+Y2Jp6`4?VLLdIG?4Cp&67b*tHv4-H(4@DzpcUEchvo&Msqoclu4bNb_X z1gDHqZs!rE055C9W!igEBtf8=+6XLH?$X{jS&ET(xliaXHR-0o2pQOnxwxNpT2kzB zE$#>ddqn>jC0}S9;Ray$*pXy5tt0iJ6g3$|%$&aV$md#+LMnIb&k?Oo!=h7e+I5$v zy^VB;M^o!qyrR>xd$Fx>E#9uhW4=l)r{Mv7^F4xIqocjF3Ovy6Yn0{?ab;X#f|REBzVk zf2Am$@_|zuD0P=jI#oF}<5;S<^l8!qo%_B46N(NV{L{%yUmmVhryaL|RCp1F?iP(K zWXDr#|I_$BdJZT{*k8_k(z0ZplalM75EDLbDbn)Ky=tW3Np$C9LXrym(& zG`@i>UL;B*`DD6RvJ}9X^>l#|igjVVE~l|(f0A$HyHMY&qEVtqyXqz;og+q9@Ig6q zjDpu9bMu?_8lg4WEitymVs+g$Z3l5T>z)DziGluR76R}aw_m}rL&HQIQTF;W(K;Ep z*itk83KaFs=x}w?p^7+qb}$a!>uX)$9qq1k(y`LLNu`y#uVlKw5BaT|PO3n*FBK%< zQhY)u$NNg#-W@`l?p=UxxQYv%hX0pOdUE}R%O6ts6Mz$WgGzi}sw&ZN1qSyRi!ky0 zO-#Abj|hmJaIAu+r3d3Mlhi+%{)I_WKvscRcy4>=jeY%KuWILA9H`&0{n=#F$vhX| zJ;Q9kv-}f=TarD~Vc1B!W?!FvM{mzOyPnPWO2=a+dIb)2Pt%dozL0kj3mI~}ad?6JEF?~efY-a1W(srenk1){t016MB z?Dfac5Ao45Y4xG6Y|a72TFb{QPx7I~U%`A}u{1Deu?;>bK6q0ngC>V>VSk2kmh$gQ zy$C?U!0J1HTQ-LT6U81OO7-$3JNrXr>@BK}yb=#2yS74rFv8)}?O!8J3> zG)|?#?Dq<-9NQGxY~UbiEEH*i4}(XvIL_%Un~TY@{>(!kH`)}15P>AhYQw;1M^bov zRQwnA8Wv=*ZZ>dUVZ$M6+AE&}RQD8^i4;KB|31U@Z%J6m)psH3!8gBn8h7VVNWp_? zx^pyIqg|-Z5+Q@iea-}<(;>@Xxzm#JI*c==oR=4v5xlX`wUHk0T?`EwUBR2|{so~DzHeLs17>&6Et41Fin-yT>n2`ls!LeVK@SPtNE1w2wejm zs)396yBiAyoASE6bxX?QcIO07qkUdAi+5XTNG_O|ho|F(dG*A52R30ebHBKI#M}?9 zcwVQG$fzu`DXP&4zu_rZ9q-j!$ED zh8xNe#$^^;T`O!gSU3qx*mURF0WS zr9+k_8&`koGcS-dM&)b#wQ0Pp>zgVv4HE;IrRLFD-_*KkVQpGhxn`G zc$@c9q2_y<+Auz?6u4c~fH9CNW_E&p)Yr9O!2{ZstTH1l|NJBWox3x{dS{E9tIC#j z3x{q1otiKy2(DUkShjVK2!gv9MbGbj@CT@_`)m3C^7T0qkjcPU8Ch9djXOcc5Q$Zq zwD_iG0MGg>DJ}B<#{`zNgj&#lr)kRbIl|Vwy7K;eJ z4#C&_w-9Rf5vlfqBxE$Jw0J0^JPSLG;69wtnN8FRKJkwUSg~)PyX8E=;s=3 z7fpv*>c`#drHJ<k7L%C9kU$V=wj5+#`PHruyjPIaTOeW|^<6F^ymngblF$t;q)8T}odU!Gsb?Ejp|L z@YI#KGeATYj?@|T`8a=yM$5$F4dp(ycZFL;%|c^*FAw@FdJ-;gZtioB^{{$VCOemZ zAX(;j*jlTfM;xr7-@-62xFr@89Dle0)<+LGxL+0M;`?%8PB$qQ_&NcLfYV&YZh-(P zb$C}I7zcEPG4g)BoLwyFSH?w8a--OoY-i70wneaepka^VNrF8{9#-%u=}@3l8W-Q! z_FCHuy9Ir>UgGJDZn?`tm+OD*bH5+&(JQ=T_hF~uan}E%J%T~Wfz-xoW=rBzuI^7G zA`Z7V*wlPh&SbGL#OmN}d8Nb)b5wLIS*BQ}z60nlm>&o-xQ2*EM6Hcj<{sJ)G*pDg zR!xkpg6VlM{e=(+GisqpMTgC2n5BpsgAX!S zp@=UiLtC_ZT~wCT`qD)iGA;#k2PhkwY8(Ch0O23sw|>$R9KpL=u%Yeb74-@6XbfO% zm}#?9AiBVaY4p<|xWKk)($gR;z_e+8(;&aFV0hzAITGOjjZ{pMg~OAh7^Vs)jL@I7 zY5mh6t-v>}o--i(z`zV?I&&ay057{NA2v$#=pmWir7-gVeOgN7zNvL2F8Mxp^2k2j zC?Q?2VuwZ>Gd8nSsHd7^dAj2?TD+NTJ2w`$c=A`|y#_b@7tak8vN$-r11kD7v$cfP}(&g8%{P z3nfT!)Cd$gBq&X!V0DlawR|#3qgu|95vmB+hsd*ZC2kVJEvjMN!Eo}P_vEaQEJ1c% zJnz%`6EY{?u935u5|Mt;;VnsCh7pg%bx9|Vea3;wJ>>KrGV#1epTSy#p1i`rbVEsD zV4_l7AnRbRCIn{WiecKyEKXAO8^Q&`Zar4LMB6Tvfyg^ z?~3@%S)f%W780k>E3xw3v!nGb3wRm7Yw-gj?8xkww#tz+DYy~OF}GGqY-nh4w!hM% zw+^x~u|u%sOnLCqiL+Y0Nv@~h>*<&d|ROl;gJ4EZBI?20W7NCqytqR_!;h|}T{ zM*AHbSXtyrT>xAo$BM8dMFZQ&EG+E}SG~)!sc-p-rUl&Ab)zW{xiT}NVJW96FWsrw zp=q=Gf^P0VEdft}OOWw<@C5qD?vBnLjguYSvsvIc{EnK3BHtK-TWS&OAnKsizO+nt zQ=e;Sbc%Z4g7`*njlQSNfp%--8aFfv&oG3|FZE4E_CgE-5!7l&#H3{@yNqNr5rpJS zUppT1E|-Ysb&V3b2jHv9EqXP(+pV;@*G0XBWjN~%Y03&fY&(Ovem&MspNth zkhT@^x=u@+YCLBZ9>BtJHU1T$f&vGQS0vBK@^ecTS1kd%z1_2QF|?z(hwD837YVxkJRPR=Cen&u}Ah=Mp(1tSvI`%1ie7 z_FnruE7#iFJEaAdR|IrZ!o8nu!?`Vwhlq<5cW58@rYw^DfVzqHB_cBA`g?Va!QRd8 z;8coTzK81;Q6*w}K-pXQ^_6`z*Wpx!Cr8jbEiH9xV)Se;`Mt&G=af^*nqbQXg_szR4iU56*W{@T5W3jqODG+zGD9#1XQs@V#r1BOnls8pr@ve>B7edja@oG`PW~qg=gdl;{#=Y?iDP_22S8M#wmCJz7SqwhcLt64}2jK zEBAM)z`rp2tT2JjLen_C%?{V(Z-z7x9NQ!d#!|i~ z8|QXIPT70ANeBodoo+mr5z~t2@;v9^Jja_>~SZB@pR3EST@7&G^`a6NwAp~U_hG53P?O~Z`#ueh#FwU ze3Z7)HB{s6q)w$rdJ=s-AoW)NT66X|*{SCTc_PCGvb*oI3(#WVXC-@&?+MMYBliN=qh`-d|?UXcInd|VYi+%9*O863SChUn0&&x?miA9%)RFjNLcS?F!-%|&!g zW9b538t9QtJl7OLDM#sExIDJ4$_+5TYgYX!=`|=l4siOr6i=cu!Xi&C& z09*HVN%@9I;U9NdqVZ)Tg}A6Uww8R;S~%%`Py8JBGSd?7Nq!P0EBccy2M73L=V`8+ z-GDyU+gE#eB)0cNLAU3omXGS*;BYo0AsHU8HWl~U3*31_s-3!Za6wy?i~ZykWii35 znp@al#<$#$<%Ut&W`*v)Mq{NDZ_rvlPVz?F7;kb;m4~6YU!m!h%VMot7sVM%&a@R; z=8c-A>7px5k>WOKRH?b!pb7XL1O?v8H1VHFjK>?R8WLYlJ@8cH+HW;G&iYqu^wv-A!&*yMZ%{i*D3nxXrYtuwl)n*)T{FS2suCjREo60>*rtJD*Hz=QrCh;IM?;V7p0Cje8l)~a19f#kV;J2ec7nd7$6kkQ7hY^5G9m+8P5!Lq$G6v(Ncz9QXBthH0ug-%+xh!xDTHwCvIq%M0E_^ngt(aam^&UW`Ag6gDIs7mUIafq zOxePq>0TLvUIdC94h3*mOx6?}A5Ho1FtF}`XF!!|=&3a}5yJ>t7+#npIKVVKFpH~5 zhE;sww={u6RA8J)0D{uYgdnY9`7EUp0nN3!i?U~aq@Oj;st8oaZn|grEE-3?3D&L7 z2ypVWRkp-J;k#$~SrX1JBsANuKSV*H#v;lohC%&dur@OLayZ}@6T(>KTS6Eb%Ha?z z8Hyn0Lp@v3ruEsfA~a06R}!O zLEIb>~Oo?^+Ux{iPYQw@ykY1-M-9SXM;xh(# zXcdw5g1zNm!5~|O8jz|6SWC124!7rr59bRV%qfUM!69$MC=rp z8;5uo83_|)j{0v?SwU4`hyqd5(2`l;7j;lV!pkbPBIN?Y#l8YhNT}bvC=S2#`eZN5gPS(9fm&6#0;tB!L^sQ55)7JW^5Eeeg6Q*#PoS zH#I3|_~RNt`4LLX^yUss7(?Qn)&U;dG6pS}o{I!3Vw7n9KEK6OeA@DxG?$fpNg8UI z6u$aDX)qm{J*XKB#288A&gk_@TQOt7Zd8~*5LViThuGGlXaO2nmUxj?GgjJTeaTBF z;E1G8YI>%8^M4=0L6br8EIpj@NYU8q*45Eb)q4SIzOhR!6-;C2t(j%x1@$nUzilfe zNmP5vm9icsqqKqvtb8A>nvL+g!K#^XnhQhzSh$!M<69rTfy6PR5F}JxvGRl5iZPMI zSk95g=nsnqigyXh1jmiA&ZcmVureaW@TM0_#G^EeLRrdM_s^9XExsa8W&Q1wR#Zls zTF(MlV34gwN{1CyU7;KfN0y_au@Cj=EnJeu_|b(U7X+F|jqtO)D{e?usQb{JX}bQ& zLoNHj46nLyGY%6rWPgMz#nN@WV z+{cfn#uuor)1*Iz;a`3KR5OwpFTFf~Z^{cmu`TmeJw%EOGow~Sn_{>NKPtz7&Ss5f z6IYCgH&u%h-4NrOHdA*pb_lS?;&d<@B91i z{C+JAafKsI;QKudm+xb60};^eZZBDg3xUUANxo?|k0B0NOZy+FqYGCJ1Y`H@if+oTwVO`P-Qx zBHM~h{U5#jo~~MdoYeXFce=i>^z{K=FV8{VKNAesQ?-QKZcET(YB4P1^w#jv!~GnM z+&lV!wmE^nWRIVNM=w|$WuVyOF8P4LSOTG2LIK_0x4ZM>qa(uJkMH}k%HA!V9*>`Q zK#d>AmnZ+1=Un*mK8qAgX3RqY#J5lR9V;OT+VS;hCNJT@SQOZ6i+otTXd|Nu4a~Vq z_&obW2rN>Qetw&py9Sf-&>U+~(Nb5@HR-tp(uVp=KR1p(uImRk4r%Op4Hck;^OZM# zo04VFh1vADSO3Sw_ic-V+HN6mj0F)mbw9TZcZUPpQ4C@3qMY9TK9fWrfY2` z-!BlWIJ%SYe3e1${H0e%e`ojX7bb$Bp@j?9VBbO1FRk-29&%1<^e~}6;OG1yAjYY^ z#=z@zG%`%APsou_zDppUaYKNXT=o_`_}_m-ux$=>T>qYWEN+(GDn0lP!-S9dgiGn! zEDn2s9}BnI+<3m^DI47&t1a(_4FGyFQ{sk%8WyBP+|($=)_7`BLvirUGI3WQFXoU- zQ#@GX34rT~ogOQmo-h%mU!Yd~s2SHEm$qtWWkdz^fMX$BS;R|OE3yGOb@aUC98)|E zgW0$8w@(Z00;MlZEah1Z7ORnt!}T>g732DG6_?m`xI)W65^Wg9Gdjhxrt5N|2X%hv zAMd<%0y-`e1LNuLLu(jOqh-OP_tLZoEU!ZG=3*Aq1%UjXpS}J$pn*vS4!bV)P7FkzDU)sk) zQdHjv-KT@`=m}8tMIYT0X|Va6nQbOqKmEpqlng5R3mg@sldrZ|Sl@YH$dhkY^AZyG zvTiB1U{qSVu0XgV*g6mkGxD)?nxRSlA^s72`j zb|74K%*Uybq<-e&(??(F=)?QA5q|OGzX0i2eLiR*1Tzy6NC%FO!dHokNx7_QI$QXuqwyMTmS1p3* z&eq0TYEGH8EC$crgm;8s(O(_LqA30oxS;ABWOOE5%@P3ETEpQl!=6rABcY%D`bveX znBy-bM)A$J=6PeTEcxu5KJ~|DD+i$*-JENraA;ZkiM6kOBX_^m(J`|DZ1vwWA*c}P zq%owk9I|EYB-H*Qv!=AQwXX^2^){jj&|$jbb8_G^QyoVo9Nm6ht1u>Q41IH7pj0hY zJQ*;N^rZmgk~Xw!J}#D#TC&vsf=;)_-oo$U8@ZeMS@Va|EaERm(>yh|9a~->t;LD& zo<#4EKKVCUkVoCQ=GQ8Q7WXpcEsmV8$xkiotgpTDk3@?!mgfi~fodDx49uLkZj;gD zrEBFx5juKr{^Ucf!e2~2VgzdjPvZD;&_nL4Gf=npY4$E_Vf z$Pc<(A`)z!ReYqOM*QBRX3zgb82GjhDhD0wTMY*2K+7Dh+;izbe>K-O4j$o&%<#Dx zK1u+VQc60%TSBJ`pFBrrQpm%%zBIO!np+t^e`io0%dwy7RaO~Fq+`zff+l!4%HtgiwZ(xFa@o|j`0zRMo9Q(82 z&G(s+W-%k0Pq)p5yN`+Y>^ZvoAB4G6DzEljIi?W z0nln?dBA7Sq9k9F0Xj6eo!-wJH|Zn`n#b*f*SYv+emF9^%O8s*Rp-lM{sDKKr|u+J z1bas?wPjw=aFvTycPF8nKTL7gS0K$TnWzA(;Ev{SlMg3vR(cU}v>GxW?4x0;J z0jJ;hAQ8CbCwCE}WJ6+*tohBFO}k(_BGm&NxBMRxI_NQAw?L)*;zoBHnE30%$9GM& zK2=eHiSbKjycx6{#vNOfc1*mFU*~|F9MQ6-7wF4X0ePcU;}$R?QGe6__6zKTicywbCkQW{bR-+`!xo>*?UT?R@cpUW>m%`T=MG)k%lwsNR?qiDN~f$`#1FV0GBF7E=c(s{ zj2>%41nE;({}^)?INb09a&O=Sx;AkHie4c3pxqS~IOop=8NplWD5-PV5GTAooe9S~ z0=l-DB)%H;Km=i&(!DZ|V6U(h@TbOghGImwMwnz+CP>$pWfji%v+FtOso$Z7QqIlJ zwfxpD?KNc!^~4ykg#rv78!;Lf{G;8nFw%~=dhn+%MIVZ3Oxtqwb>P5ZeW?clgAQ5= zCj=O>^#t|(Hf`Qve)(m4x+h(49l{FhC5CaFnJ42YkXR<;Mxf&*4&8Gy5J`i+QO2=A z3giI?tjtIu0G?<@2`kR?7zY>z&*j15j6GJ zp7u^!0nRhHU(Md2BH)`W4BWi;aB1gfB`27RrV@lgzWtIXy`__r92SwgZ)m<#c;?(I zA2!o_4H*Zt_vI6grJY?a+Us_E>lp{KCk|_qj-}3RHpiR`TsrJY*IN)YC5i6oY<$w{I302>~q+2Li!G-Q`r6>Ogv`YJeuBN;Z8u zw~H*LgMLf>540hG{Pz(X9#u8~en2X0$Nm82=HtFkt1D{EOF1fGqK~?Z9@3v;Q;TwE z#!1@XFDoDh&q3Qy=67~1e?SAr9qjkmb{oQsbJ~HdJEkt(kIr=+$3Ke`U*sJ z6#;~6)~eU^T0?k)p$_5SZpDxO?{0miggoH>dr+6DX^^oX1hA&Fb6{Qe_jCFmNPsdf zas;u7X*e0{5(S+B3!rr4`1ap;>HB(ao2YrZ;#wP%(LZxFSX_IkC{g{1ys0DB}wOIcerQmhWIf60BU7L0S|IU5;hpP(F zWhpa&#mWiFm|Z}liKQC1?Jx@_a}0yWvB)t_puL$GrE zCvI?}*o4%!?sB@4Zm3UXD+Z9hbMY_+TbN9>3Ryi}I8gN__eGRpgoj4*Z` z`+{`(q1Ft@Ynq-IY^W6aC0054s)j1SLvhS2hWJP`hFHAvo$a%KMx?zl1bzfVRwlIs zn|XT~_PV4+0g!3RtT6C4O#wVkyau%GY(6FQMoMs$np{T;m@V1n0ElEL2JBLm9O11t zboIepf+!#^ABPP$NYyNp3bmCGVCDXaJBaTQkTS#^_QL8-0GM}AY{Iv2Qho(=Y>T2s z*k%VL%GiLy`$f^UIB0K9a~dP()Cq2g8o~1Th?g;imO0Wjt?aTyUWwVZvrW%I(~;q8 z*q^brASbG`=NByMi9V{>F_4Uu+gK-5VboWG8JuWK0=f5qgF75*D*{QD9+O-e^*Ha! zM#>@MpR{F_q8uO!#sM_huc86pqIgemVz_%4B5>F9iq`W5T5TTnXPHu_5T{=Ppo6mRMT#r)aiilith&CiZ1l3f5q-EoYR^=els zRz(!H`%Q@3lE60-yzs~jR+(0DW~@i~8z&J&siS(Qc1i>FhZ0QucEs_cH6FHnt&avL zTX`lSDS5SBid2i~%p`7+h6RtNr$edBCmy9yVsEcs?TXjavw)?hgJNuL!YXg31DoxB zKgPK)4DE!RGMrL6cGLun<3+O2rF5j2j!DaGAuUqO*PS_zReEvfPluc_@cj`E;uK|*-S)i!?)i&QPt&R|9j;-f0gn?wW|&q zTh7}+Poy3_H z<9Ie}Kr%*&Z&FXOiGf6IFx|!)-l`@@aghdg!51FefeRx4wTbM{2^SUlgLr;4n3!hR z0g4LpPdy*_4umvK4g!=2!14bH=%=JhHEgoOg}!iw$oIu#aq5s(lGSYXrRZMgAx17J zXW5L`G~_J~2=0yw23EZN4fEnreKVJECGd-$E+Pm{6_Ru`*)!aW;b6zkv`0U zVawX+z3Ij-&uLuDf%{f1%w09(cNw~YA^T|9(9a*1V<(zb(S~5|R)7=OR&Bi+VHfdOWA}M+=rN8l zl>j^-1Z?PP`hx~;NA46L z68+aC*$jS)YKqO{H8Uaz*@+w!;nyjNL9wR~u{s74?3k4j)jlICO^W1%q-nZG0u_Lb zD@ruQWfoae!R(xK0win3Yfv^O@bNdLP2_w-9nbvuK&vzqZDdno8HSk7-NrzYxB*?4 zt+-L1K|pG=1MX)PIBPJ|>?oij-|{y!iw_p28d51x>5&7E1p3eb4#4U&jBA|Rxb{d8 zte0++es|PdPyALe5w#u<3tRy)dKW;QP-7*S0(d852Q8O|b8l4mf z>MDpClf(H%q6O>i02r2f5?0M}t|BsCeXfW^JDB3wyamZgpb-GBz{`*8 zdWzC>&|>{ckfQ)Phpew?Kc^i7L1}P0mwMStj~6AL1urT7s2)WV5xVKTDkA}=6_Kh$ zN?tg(NR@xeKo_<**Iw8lMP^Uu6Ui?o{dX-_61r@)O9D4s4@2yb3r1VS*@b>l#-$HA zrBJCG**yj(E`3xz=>z-RA`O82iSq@HGz|eWLI5u;E$Dp>MT7w_9G-7%x^(*6CCTfW z$VBz4_FV}J`@}>wCiI2e ze$LOfQ0ty2!zX*pHvp7&uUlQ_sF6^pzmyFc6y7qfv`Eu2J;S$oPyw5wo1oGKlk~J1Nv2m$Q&Ilm2oNqBS_~@bZ(oas@kxSREJ;jg6)U+ZA0h&o*qklfh*q$n*(w{eT%NsLa~j%_=b-^i0#BGCV-1iE zhmge++H?%qml1oG&|?a4-+lQCIFDnJwgP$#zuqYC!UE^Q0_(##*FlA!^LO&N_fh+v zlPMH1QYle)5Fcei%gDEE?OR?@T@j;R@B)}6rNq*_7pzaP4p?;8ukhHD z0t!cQ$t>_pfv11j6Bz|%)uRb z6QABL!VV8ERcw6)KZwCi9r!yD3P^uMYdxo&SI)|KuX-9m)Yw}l2AKTR1BTx0t2lPb z++K0m?Eucs*8-J&oZ{}fgi0Ee(Pgncl0%agwRvY)-QAE4ds0^q*w0_D_3;`I;6JoC z+56qLhZ!s9*KpNG>XK1p1@WfFz0ZCZDp8IrSL~s*5Cx9C*qVPAsA`m~bCY~lZL@Q3 z{*HX5+7j196J=R$a|-IeFgJFYcAL$02>$qaHv?9|senEh;RIr-WJ2#)NJkR)3PjD| zibd@6&cHjCr_?2&-@ITnlmF7*6z`@8H+D^Ynb{D}unJr@c5!Jte$d*3Ioe#V2*bR@ zbZtUL_q6fav{Jh`?#x}r?)YF}9W9`JTtO_^KNeJ0E4$x20<;7sa6e?X!o9oQSC2{x z-xQ9i9P%7}0i$31DOL1v6QI7AH?t?ek1_l~s9Cqo;IV5w2u7H%QHMa?7qO{y&{2-6WZ)N?nbsjaNX&sd4eyO7e)^{&E4o6lmHDxg)4_bfr(y?oy40>F+RK~ z&>ybNk-I1_r=-Y0UUROPwakK&i{BiF*6sxcs8b3x>`R}A!0pc(ymE?e+#EmFy~P(- z*#u&LrZZqDKqHNZj1&XY0Z8YvAT$XXfiy#c(5kW!T1@1^*6}8hrQi|ck<{oZY*gTU z0dN+u!jLNdqRx;5Z}TWkB5=u;ir~V%VDcuX=A=m6L**>UMz_O)ixCz^=Ww~$vbG_+$`EqD8ln0zVP|MdTW)PaCQ(j)iTzfQaQGwqg5rwq zKAX9<)J5!A>?u!|o1#krJ)dWQiz1d`^`0ZP%jferfiKa2dIibxS#|8=wQLjRU`}d zw9@X!<5lV9+0_w81m6$WM|i#};((d?*F1oD=9^pZM(b4hF(9;tJ6I_vvxQ)wxf5PZ zan!+XJ%hc%u0o0GTO+L@Z>p8S^rx~5jBUp*a&Yuv<|J+9TDgVWb2IM9T!pWv7k&K? zclPS%^AeYLm5gBwBr+)%}R^!DKU`b9CUz;fn%&(}NL z9-+182QF8S!Ec()k&P z)1^zidD(1W4oYjVs8GXmya^pyMns?qgef$ETl`^rFqs1J{p2nGTC}xrYBMDiqC6BL zw%YjZZZMg(Qd(6=xofJ(;yUym6*)^(Se5_3{@eI@_oy&xA{2ryBmy|sdJo1z!DR?n z8F0Fj;ezWB#a2KzW>^PiqPz-bn3r@M-Z^!STVX6@SVzf1Y>ziFO?o5X0{kA2%wrZ%7X;WHYOvxpp<`AGOE2~E1# zW4SNEXzXO#2T%v%^i8|wR;VG4v17*wuxFmB9BvP!!_L!7`RfN{RHl^bf8&U>x=v8I zvhIcNfN8}6hIbH9&afQ4A z%~u;2#*W-cw`cR}CUIPk(}i1P0E6=z*EO355M#P`=rZa7PRTVwM?~fLM$O#PEk#>LF5;5cE@znQ9;*z2rBqNxH7dAVx-R<+=!fsX7hgu zi&Dd6(G0WmR|5}wuGaVdyKRS>3>2&M-&u?+5ltqVgqeu3a(J1X@^FOs(u8ahC8oal ztZrU5kE>_(OZspN1BYI2Iv6cfKi>BmQMFm>>s0reH1=oPvXqm5uThOFl{?bhYTTqt z3xfPVPLIf9(sX+j1+r}aCqm<5POB#bWd(3DvHb5>YpZUlinfAsZI)jqCTe;~X~$>G z%0M5!8!IC^H8(^~Z}CrK7+L(;7YRb#6cqv{6hFZgLVOq*96S(Zj*5oqJc=o^4TTLk zIFW1Kft3tKo!Bb>IEh?M*vFaXaQhS<^!d@(`8zPcg%mEWnFOhpH#}t zu>M^P2dz}|tnnv>0N9Us9Q_-3LPXV18Z&Kdnw~xhBRIsG1oZQBDUylb7`?{MZXpLP zNk?ZB?Lk;I0hoVW5irbLvaXL_s2YXX4-?0j2b7{!gvGLu&3g$;vK{@ znyDBQn#`K=PocQ7@#)>7XeU=P<&l^@YTAMYevZ8PtRQ*#2jD%t^RgUxQE)sUQ7MQ@ zeiB=jOIf76V3E;^b6BPE&&wa%MK`NpbTO6XMao4>FT5?g<~5q_^CnT^IqCK4>guGb znYFf!P27EUU$$>0TR)imHo@dG6gRRE) z-1}XtV=eW-JV4hd(UXjVM_wF^8Nzw(;NFOQc_XeZLNd3|oltw7gjQC{%7B2m0~(fk za-v~XMEwnYT+KiW;jJqA*7Iu<^oCp+p-hL`>hPX8GeKFxunBU8U}?OZXvFjoIOe_) zUR=^#7Nxr+B}ZszE!Syk@xqja(D zcrxXjbfB|*+(bnv@-BzKwJ2!zgy_&oEi`$Z0CKi&waH!$=w-E;DVGh@?D+teJjq}s z&gj7i9)Qw4Q0~A@@EMsr&l>v~@aj{1EgOqpM?{@v63gpa3_?u`f3WSh6C!m+zM5<> z6C)0Jl0#MMQ#?eUIwe12`kw`NA>)IfUQpfx2#M`Kv%Eph4uwe7jymKU31h^Bz3wEF zAxB!^*tLdqQ@TjoSZ6IK8rBZFQ%fg_b{yFwVgTkp$d>2D<%=G=_tFODOvARv{|Ns! z?VBFZc6C&ggR_~F#MdTJhJT?5%sA+6-tymyzH)~N_K#EYClu(UYNWSvtc*xAw3w$L z${5A@unuo+ZxzlTw5Nl&{BJa~1J!q2_`TZw+irIW_&FBkD&d?$LM}1*RPQ)5>M>n} zvj7=A!2rqNH(^|J3ILeQl_OzSmnl+H3WB>n{W>M814u>N;DA@w`t5yqxPu%Kply^z zB`c!~H54t7pRzHUPgbWbv;2H^w!D0H_PjhZ^ZXoVThD>aYtTAQ`n{C}xVOz(893&8q?z>lnhSxwZ?JY>a_(C3n_BKn>~!hTi! zvo##jcWid?aQMT6doVnhr8v|71a{eqW1DLH^9K_pU@IZDMFfFcvUc{9`q1{Fpc8@U!_%3%M=wRG4fS6UbmdVWcbj+xV0#Oe>30> zAH|SVZ*SM^T<)h*FK$yhr4H{{0$}5Wpq0)IX%^t!VtueVW3Cs$1wpw7De@rV_EVC5 zL6Q+p*go(!0F!jAB+TQ|ugQss`JkX~uyX?|s|bt9hHebQCpu0K?*2QuE_jK%8s-i{ z##PDpd}@khXitNDb)GN0GL)9B*JjKF3WWW)7Im(x5yyrK$5 zVtg`u#Cq~!98pK>$7y$30$_Mf&En%Rd#nJux{Pm7Q`b3f0xBf$0QUMhmt`mNbu)L9 z{d>nbZ3dooWI6p;3|sYu&_q_8E^Q5H%bjXdC0HtK_S zU>TIR9d9041Gy)U)CZz7rW|P>s^baqP#t=Xxdl+g79Wc$3beTH0pXq zOzL-PqKOIu+4bH%k!)_Zjv4@Xhmi%6sM%fO>XO1(Wnxy_N0=f>UFgdx>DlM2^=P)C z?e|Nd@W;v;i>jMj7PVs~Fmic8c7F!I;1hb$C`pz0{6q)rR9&21B|` z>>N~=WyXYFz(20cw+dqpSbPicaBN=EYOmdKeE-F09w%&ywJQ~(`;?(Z^4lR#TXl@v&B1z#Wbu-62u>;*nbfs0zmNdMCAX`z4R zMun08V1%+~fy%=(lMD|>=Ip5%GWC9<%%w6ynA%VMS^kl@s@`$Mk?S+A{4s4shw89d zVL!Avd8V;ylEvWZr2jsLD1`mK7+Nx}IR$JF2vY}k=Zt@97pA<|e67Iz8F82AxxCw& z@S5VYZ0O8f!nCW6WgDz-IHnaX_3p)TKWIcU$eaB8Ta#~r98Z~j5N8iAm96fYn)^b~ z!ogPdhcBOL&U>l7DrVOC&hEt5y$4|HNp<GnLoR4$?8ehs7^J6M+*Fh z6&>KdLDN9kM0F861>Q3^3Yzi97eE!M+EBR)L-aFeNpui;FmM4X$?F<^OdnSNU)+dO z;;X)3e_iUsW-5v<{mS>e<%rukFazm|)CL}SVn2%JN4G@f^Y)!+hGgtRh8NP8MSid1 zO&%tX3{;Bj?uf9Je_Le#%D4#+Z@A$Rkjw&_o9mk^Yxw63k~&I(^Kj1CZK9HG!rf44 z-lg(C@ELzK1*5dx#QFArTHyh_rWvE37z^vz${ai|7laD!f+6lBa%`}k*G`?lv2TGA zw4dwN22O6y9w?F$FMR&{Y*WyZ4{z>WyGt+tv_CR1XC0U>rc~JaHOPWgN!>d7_VJ** z9nf2ncsw^X7r&W`eaJ8kj1%(#J%O5{rqa4bp5+vbh-yD^yOs*o&i^^Hi_>et5?kn; z6n(v9u=clQ7&K0HqxDgakM-bsVq z&72J8$jKJ$+)UJn7pKRYhllGW+t%g;4QUInUlNWoeR zq{RQcHn)6jm4CF|{^ooUJ?-&0ckxGNA~nLrZ<^r=o{G7nu+T&*DL5%!&dhq*0-R&` zRhp6-evVI;gpauQd|8cBzl*;2IOzkt%XO0~Zfw)oJtwm~H6pp8ZH{~#$8>{O>wt8s zj#Ia=ADngZJLs&PXzv-2X8y*B2SDA7VT5se4o zHrj_qME9eO*W44Vs<`1VMNpLTy)f$(mfV5rG~6IPXk8^$QbtL{D+cUf&C4 zcDgO^$GTHZ6Jsc6wp!mao^xSMY)oWvPC%VEW=Tu{nj|K$x+Jj9?V+0NjWU*FpC0^` zPG?^2KS*2na}W~J`J!bc@iY*jI;5Dz#m(}sZ#O$DjSN0E93Nl6YOSf<+8PBob!-{DdiL%KL?+n zb{ZP6n?-<9fR|B#;iEa))#zm|t?A|F>m~a78#z5bC7m{U8qpvD88bIqp@7Nu2XE3N zQ6?vmZGhnp)zSkft9C8CKA$5w`d?IpxHv}3Ri2g{J45jGk-G+YTh{gdmIgap-t|8B z20dF&8!Q{Db83vqr#gwc9CQA^IHTSv?2+ieKAcIMzuv#uf3xSX2eQYrN3e%JVlLfR zVQQ&rGd7gemo(}dPa26g=$lQNbq!?{_Y@2Mkrl=z4qggRhs$QKM9P`8?z@dblf~l*yZ{)Vg7=MvVQ@Bfw|lIUW9-^V`?_Y6O&&lW*Lo#cm;5 zIgIoR<@WXD(jT8;fTSo-08B`(L&ygTlQC8a{R)&F+(Fzp;R@3lOl+qOwF@3<(D;68(-_}jBL%RR>n81!`MW6gH~Qjv0HB8t`NU5dr$ZESo|1AUN;cpV`ZF; ztQS@l6n!kK&!%$rUf@B|AOcC-?*fR3<=*v97uGhBb==kUHsRU_J3=Kl2Egy|j<&?e zxw~iT7Pe96?FBVYob^R!zoAWaBi9Y2y>Zv^SpMpoJl>(vRp3g}`d1G4g8fHs_tld} zu^|4`B@gQk!MSpDvBm?HFblY|sB{9_6a?+EPr6)e-hL-rz?Ol)!p%JQDiG5+hTAQ=aBwiM8QO)Gjr`Uzu@s8dHuhq&xDeb~n z;shraNTooGK`EOO_#2qe(M#qSIBR*IY*4Ybji}}o!IJZfFI%p`9+KhUJaR!~MrjX4 zyu2429nmLw_F&bb^4@Qv_0?9uCT8@=l6h@ns>Gz)-#}aSkRb2rPa>+-On??aR9n}q zZ+6l`LJp0y>^P*np#xJ#MAs+_Vf$Qk&C5#1bm7uHo;hmael`%3)SIm2)^p?6;64u1 zF)ABgjCi&bRd4ByYUiDc`n8At9pMR=gv?Wb-K-1_2hH-am{Q~=pSIc-+-4K+fC9pzaMkxdt4`4zUopuhwbR~fY1y?e|`>~J#7xU=34^w_W)@^>G+d6%?B ze8*yO1r6S0)-munTWfz4K1l+MrC8LVNN2&_ZL@RQ37?SDut%*zBbclzPYggo1zx(o zOG4`>-4KBBo(7|Cs}|n9uU)Cf+bfeSs|N{&Z;FK`{gS@r@kLIuxKqxQPOosCk8kPg zV&2*U%g{e{wHDwaD=C55BrGql?c&w(%$7!#3g!yo0|l(E`D2*x`O1;U;`XRsWX|`F zX9qg4mno~qOIN&v(@+spLFJAC!xm?zMBy+r{xXNqfR(+Gx60PFHz3u<&#WIbMA7;uQm`t=lGmp9J%ZGt9umRC9mDynZFpX;aFbj%UVR&_% zFT8<fx9PG5ieFwu1#P%02UEH19OGZyp8|mf}>RDdZd1 zqzlNzXQKMD1BLz{+AJ;%E`S@`tsctZGh2z+cjQW%7H$_pr4#=FQaA3mFv#KK856^S zGB!M!G|1umBaH6rqCVql79ViSyvohxw&O8j15_pa$IJ@qQh;Gg(!l<24`ZCDKQG)9ee*YQ)Rf2mK~RNEY-lm1`FKyI?#f)?-@&cS zEuSn1F*!(U3Rm5Z6-DS}Jv@()Y&aW;U0YA!IHpTre4MVl_*xFGMV&>wHmo(`;=km(|-Fp z*eap46q&Cn8A}20tw@OiN)Ud;>*}shE6mW`lk9OF^WV0?wIHDzLc5ktsTIHn z{L5RaG%(Mb`y%L=c$IwqV8`g#*T|4BKXbI{ODNPd>dd7Qv@+pJ<;prN-k16lBQs$3 zOT=h(>jXz%MLDSojDPFg@Zs-(jE8m=nO-MM*wrq*S+NzorN!S7A3kC5F%8E z@5#BWpuN?@7ArGA@}JCJGYUBR_OSq$&M3rdnU5o%P9d}FM-s+B>s|3^^()axK-BHj zpd8Ot&^@WNM~$1&nV`_o1McwdP;7iTEpMGMcoa5HJri5e4713>HZ(RmLjsBF%d=%# zs~F%o`U>3U6HrR!^dTaONW7s&7z%-E^<9%x?_l1Ks)+XpqPOjXZf)A>+#;YO)hww6 zon<7b#zY!TEbKJ&Jj7nCRUr%RgUB9!liWX)2oQFEkdHi!k!W|j5|fqK{@!fBDueW* zjGYZ2_&D;pQL!gShDA}5UI0cuHtyg4Oq1%;V0{PgBVX~T`z&)AoSL-Q(OUtwe_pPE z^Zu~QB3{gh>%gr3Arnmb-0=D6=7ty4=&LX51itW()JDs&PMo-PB_KORg$>CGl9}64 z0M33f6Ysd6OgPfYd-E!7p*Tn%&f(wR_@%J}F%V`iS1~s4k}fNWB7p!;-&3S;;Dvd) zyooZZ^Mci5yRnf17{#UUDO_>UWGfV6u6+@pvlBc9jR_hteNn;8TSf2B)^AmZI|kz*C%GSi znD$}6QLbsphmx|}3>?4VnWzA`!83^FK_PIt^$DM4{Ok%FM`CaqRL zLQ%gy{}aMEPsL7Vs}eR;Z4^Z4sSa@{)RwKliC~|sZhihpO#01RQWbV|n=Q$)KbL{ChY3GQp! z8{G~RfJka>heY|QAS-SNvOZ9^kLrfhL@FwkD&y32XL`M&xHFIDzJ5xUv4Lr>TVd`T z_377whj~4n*pM|jYoE$V5w|Nd<>$#GKDsSZV znW<5lmF*X>gU<-$mLlQG(qlCo1uL`g@tM8g3FP`)$Xm-TbWz_Q6}k9_a>V%>w`zzM z&6q|^T`ca<$(0>U5S6&XAh_W$cdaa$%nO|!!fq6fce`@^mA+uCs2I3Uq(x^>9%aPa zfj5iG8l5fHPJKLi6bOPL6myQ9I9>mWr@kMG*P&sOy1BVgRoMp4;K|0EIkh14e`H7q zePgga)@82n&k{P%BpDc!gU7RBfj($5M3VN&i(y;7z*!Ozh(d!ed>_-S!J$LN=F2(E z2VN)y2r%8e1&e-;eD1vgCMc~r2zy?@fCO70UyYJ*w3Bpd=1LaNaRk_de&ZJqV<#L)FCh;a$;x zUa_293{cnB$0UYlIy$G@9C%^pfz0WAAu1?sLT}XdZF^KQ`{sE~4X)DRIaONVnj4 z)~Io5=c6QTrdVSf#hGpxHz@D6DJpwef~_#mm&twTa>;DSi zem)&vQyBKgKDTU5hHK3#0;63)7}CK_AD*#C1aD3&Bi3M5ionERutT;2sH6%n=?{(z zQ8%#o^td#1$hH|+=s+t@dVHWxIilW91F<)bdsZI_l$sIC9)32>pEkOkTDi=LNR*L% z5?nkbBL7kg)vqNoZp*Hfni-8a?Eg}irq^TUWYf2U#};0yc%ULq1!5#R9B1Ci0pR}h z89Ao~;a@%KZZoq5P+J-s2!nG?ARbBP6b>Hn!K$U>(qvmVCQRv9j4Pz)I5S>8x+46^ zQ!uD(JkP^g@J`l`xIW(;o5p5!xa1)bTyBR&N=FD$3|Q0NUR%jJrTOWQG^OM0dGGT; z|8nKKnM$_Jdd2-N51i3{w#&nL&t9CNo_D4GoRaxgYrk^CrAX0%lc-DX2~&AZAxelz z5|?DkCz8@Yr%+spZ1Z%F3-ymh1Fp?E%qu2dqwTBF^rBy9YX)|Ll)bHm);3TQ{k)aw0yrYc^`Hdc`b zbsWdHW7dEwb>$(K{uhcX=3I#=u?C6w_NOmf@%v3 zcMIJ&Yfz1b76>mveEaBR-(4U`y40AL7tDR)!5~M^8Xn&A9^=9gsw`2!2$Atz#ljXa0XFP<70phKa@5PBFsTqPlNZFxTqU;HDA1rP>6E->CnKodYb+8 zL~d+;xcesSC-d{R3;j@w9BWN{09`*%F;|T!M*+(0tbLSB>{Qke6iiS+g=chyM>05j z_g`@^Ay^sC?a9-=YQHZn(v#KjM~jY-aU}gZ4J*`Vd}9vY&gTL^%$G^e55?$*a0@&H zfLK>IOJvT9lpv~p^U0URbCoaF^cUG{(x(ofxa2;k-+}M%kMpyhc_1w|gLzkkg`*F4ElH?IU(gv? z8-3>H%-gpYpiz@1?im0nd?f=98v_dBxgo1Yct97MrBDwSQIpP@q|3{I3T8aEur>0- zKjryns(OLhi+Z-mbWX&eF@ z;~uw|c~&|pXWRek?WwR182g)ZIAu`fn*2`thF=C|1Nawx)#Yc?WW9G-;F`G^w*$t&b zwTy)zt?(r~aOUvny`4oh5Hu@(VIVA3VQiqX(UgDfvqd-ecENo@uXYt8<0(e%Q)XW; z!jxiRx=Uw!&Dv9=2IVNNnhHj>9`(rRjM;No%{CgYo{god2u@tQhIX`#ck4YWR&u_K z0dNpYylF77oEL5YePaJB#IM-Y0FTVsMZ_G z+od%jw<9l}>5A9|8EsS)qjA;pCz^pYNtHn5Z;;(=d)fv0>a$FrY%W;lM!KwdiMfEn zz$?n?P;(~S@_9emrwMhu7f@f=B&x04#KPy>@iYPVv8g}JItU~wImN4Un+W53pRs#L zCThYG#1D%~9MTDpE^HJ4CWDg{E-X>OEB{N?M`?6KSbCcCY!WitDR)W|HMDfA{e>TA z4$rb|Q`u+if}JOL_Sy$LJEcHYK3wr4mUQ+*BYSg)jqQ{eJkkuM7#O5B*UbBSn<80F zWo~61AGXf+e2dP49A-k!GvqyZJ6Pl7vQ4)sCdx)8nDl09dd z^6&4+8CdCX$sLHqP1CJFC_R8bj$^137tdoB=NGy ziC-9zKP_{A&sE&D>``)x@1=*NTR4fPw|`~#Ps!pP`BNlOUIC?^9f*PLgn|K*yB5Rv zdN&MukkIs{4BWB!ZXRygIdgk76*_kF3z68KZljF^7U=3RH2?JR#9=;( zf^DhU(ntec__bG9G>vCV5xlxplDLVVE!3sVA}@cUQp;f})nM_w8iC^8_?#`$FpgJr zk^Y$bOoKL>(FwGA;qP`0Zuyx|Rv(tCOO9ZIg%gwWYI+%(3ZYy_&rhE`mOI+`+I!$i z=vmm&L{R1qTqD6rDcyM=xTU@?MA;9JQMffIhFMil$tF+fq`A*u%FOobs5~v|31daN zfsIIFU|^t|!wiTVE00s>c(LI{vc2*|7YzIx#9Nc7Fadl)G7vQkY@2dIP%3Es zmu=F5bAh?#Vw}XU`2WEo?nN~MgnKFv19E1*(IPZ2$tnVMEql)`Iy&ODA)I-eO zW0`X1s5r06p|O517~ba?VY^JzH};N|x*lrZQ5)6+&1$K-4PO0O$%n;@V(QDH#h#TK zIbs=!bs_-m?Va^{&IH1+|F&;Xv=pn((TkX%~aj;z1Kwike_1deh)C z6q=g-Tk&&W>aP*7_(Xc=7h)lRt)&pxKZ=MMMdyEL2p8a31EWcJaL zgwuxsDzAv!&raXwjw^&$P_+@m7g@zJ`M_Tf1lBG(bKUFsC)&f=U=Z0QWtNvunwqG} zHO`AOO2<`hZ(~ocg~W~pKxiLkTN(NA0+HF{PYuC0v_;(hd$xelLk~4=St(hVtDfkn@5!(6%c&uscSf%YzG~g{W=Pf0S>PR= zH0*(LrcUA$Dy<|B(5%?gX>9KCxvD97A&Vj~OUU{1EsptFo4hS_ZrV9*cc5x)?+(u> zgNeSUsBY-G_8HD`VOrIzKs!^T28=yk(%7Ofd%;cJK%{a09>s*$?JH zhlrtg@FEAm;PhLVo7XT33_pISK()FR(EN z1}76czaP;;iZ^Bro02&2fnNvLLToVmOoP+8#gm$3!4y^3PZV{F+!?aJ z%73%~OYX||D5_h2!$d%TrD!iGspJa%3m zbu&jyaL4W=dx{NYx(JfH?4wErjkzQ&@q)*h}lO=O{K@fpcQmm`Mc$Ak7i!(T$B zX*DP%AzSA_Ywbi#fbY|=osQ}AF``~$rd^S0ok?tPW;dS^J$-nVR(9R@&QgejxZww+ z)wY}&*0uK~&$KC;1)RMl14&%3@h4{?f*vfTgcrxAd>z|_WmI-H z)^(}ii`tn@A2pWJIUUsGpk@eZXctl2M>jxizWgE+!0SpRzzImFP+w~wYw zTMEihs|PZN^e2Fq!MjoFwSBv{<#SCQAgzYP+K7E>#wv7gGm=s zjVq2lb~SJ``90`GX)K>G;qgKd`KKXv1=SrdMqtV)#}MkC1^%@yP8OXv%C~#%E_-vf z!`#Tff211B^VM28_$}@u4qii5yT6=EObMP<*wZr%SW<%wrY4_H$w*7@Fg~_l&p89f zJ3C_!+7xwGlrtgJ?pDbGF*IeZEUNn^n!F z(!P`z<7b7abbhdj&xQxrsR`_x_pIgqesUDs4CCc-2RWo;jXTOBmDR)~7dxO2j9FNL zTa|=3&hP5jc!rxpe$P5b^Simze;I=L%s6aT1OqpzHLHWwyAZ$yi_{X7q~ z3xjZ+02ZINcYPog3;$jAvBtTQ3AXhrk?BNNO`r-dVLCV8)o0u1dOIf;-i9H#mZYN4 z>PBdt$!z615p_+nsH|;sL#|SSTTFnL_vbixP%o`*E4ZJzOEB$&l>*SBo97zrldxO@ zPm|M9@pUs037putb%0z3l4{asnZ}R^<&gKNj-I;-MQPPy%s+^ybu1p$6Wi~OdH%tt zjV+S+6W6d3`vt2<(w4EjkPEHD$h8b2Tv! zKbPlP=P5KMq&vDk<&}Td_8_a~0;yV{a*6d|1)X{cj|&{OShM)73noaj{*t)!pVkk# z^T`H1jAuf8$JgfGu@sAPvHHJ*v_`D#ueNK_eF~QJNDyS_MYtx*=H$brlJUsaQEi46 z*q-?V`_Ap1WZd%U7;Q|&j{CoALRfx#eRQ9!$dAbGkZ;#;U|nV_A8001?H3hFW$(6i*STQ8i(HEcd{Q}$Jw z=Nu-UJRBNz_OU4vPU4h-lk)h2ereU$`yWNX0x{dmrUq>;`ZofFN0Br=io_;##g1+GZ*-!lkEPlQ2uxF*BYfhChYxM-Z zemxm^aIe}`LPvOA<61R`qLqB!xJB!qAW1@9n#!>Z9hyp|rL$~+1GCbgbwmP{=kQYl zA1rW!{->zFKV;H;ewzTr+~rdN8zJWKpKDZj0Lyf?p|iOGh+?RBciM}mBA$VyRZ7s>R^Ox;s zvzMQr%izkxWU_Xafx)-e^m4n0tHn{)br$!1Hfuro3Q#Mu(1x=`iowLGbCHF9?sI;2)-kH_;(b#Ul++!E~&A8Si4bNEMBcyZOjGRpGOa_t3QYwqS0nPL`d1a*;gYD)CHwK68RjCPUDqV9q#rEl@g zVlP*|Pawo68h?C_!gR4g@$yXh10q0XJI`TOuvj+vltuctL`llgSX06#j+Oqu79Yh_ zDspTV=|GuAQF3KL%VU|OgG{*smH0rb2DxG~d3h*jyJR*=8d=qn!y_7W$XU*!zL;28 z&l!I*BFV&@7joT zGx5PVVknO+&2-#Yv2}IG3PpV7VZsDkvl_AH=$x81w^bWWvj}PG5i;Ar3Rt;}{E(D1 zE2U;NIf!(w2t#ruchl(xUpk3uMh=B+;`KxvHJXfqTNCnPCPVyK(Vg7Y;ivgSGm9N1 zCyS&>;2)mZbxp{UuB5{tAQX!Ys;wfnWTUy!$1@l-c$ux`a_L0rl05MRSg1knx zNS55%Zm-Bo+uH4F!)pHS{=T&2u&jh8DIJbNQFWKHl>`v4 zEmb+STlh`fLB*XcD^ioKqJrO)-ZG=HCIN0&irSINyC#^Z_&m*Kc&+baE zC%HV2;7W>LB)Z^G2D2b`#%)dW$hRrRIZy9OyD8B+?^DM44;<037T6RfcM8Ol1r=_D}Djd!lWV)o-{5dppCfdD$;gG-hydPl7;i8_{}w)9z>>1O>2a-slqN zZ&!x{Zv6u@_nf@$+rZKu!W-A0X9E`=e*J;$R6E{RH&J)jwV?0(Yh0FY-Gog%@lYQ& z3LG{RaM%>*BmU2pWcGXe;xE*Eh||5(q{tX~uf_`lzy-pCL;?aFU}VUNX1HRFmGQ-; z0fQ%1uAL{_8)iF656rz5sPZp!A_9WQ&=<|Le><{f!sa7bntt$y4#g`^n;@g?yyBG! z@4b5iGJ-Flz ztOzC7XVnUv#r{*a^h)!A{tvb=GWhogXqyBnf$%eHGdLit*SR!X`Sd*RQ4d4$R`$IX zk}}P6fRHbt0k0o5Y(h`V)$8_$sR~*krIzF%+;;t7H)QGpVhod+X$Egz!}AO>pxwV0 zV(zkJd7dBW@arf#d}3jV83-|NI~Vx)I6M-N<-Yf?P6ox*&rz|UhOI6f70bF;1(>ch zc+7txY~r?Sg0Q;XR?f2t1ecC2o}hH}bS`?~O#P)^J*{F*w_vFSx!-(LybgD=vJIOu zIxJFKVf%&#QVZ&K_-Bfy5}4B?886`B3mD zxC`RYgC&LhGK3P8X1Gd!V4VFE2l0k#iIEXHipuyQ&Nj47uTNm?0B!Y@Yb*8h=1q6U z!ulb{IUYG$x2kzZR3v-W5)}WWGbJG2Zpg@}_XGkH$h5dsLBsrlz>wWK{c9~W9<}WA zn>H9^???Od6_ftKb4cED>ERVqlD&?#79@uRCP;1>!4F&xw(rCKRLhaufbmlhMo)Q# zN3 zzH&)u=o&#%nZoBG#o0Ob0k3Adm!76dTGPL(od7dX!80>Ndk=P4MT~b%0lg#B(A64Z zL*qttKD*WO>VxX2HC) zu4a2^A^v^v9tG3D<~L6F3zefI%Odz&($Z^NNW0_rhKkOLg%2?RXR!_j8`q zC9wVK%KOMZGnce3YEHUTLqXjt-XjNh?+XP-7JCr)vZ{=f}6t*R57c4B?O)bI z2Cx(fkuioG2hwP`nq-W6U34C*PWhwejeu&7I*?e-MSnQt2vphJP+ zwtXe&kSan*X(cBx@$QO9D{UM91svw^dZ>uG6`U z90qPZzjapeUiJ@y_@;}ZRiR#mWue+873_n~xs@7|G)K502)ovwo`7R^p|{%;6K0s9FtfzJgd`3awYz>V)ltR-Jy z92*tV#EZe*K(z3uv@ail<3=pc0~sok7DhX7FrY7sPY}cy+2VepS)N%l$fTGru?@L@VhJUQkC??$Pq<6y3*NVQl8&;f zvi6wz$OZ#h-#)c4@b?#th(|<6CysURp@%xNCsZbxP_?fyBX5Xh028dsH(N(G86Vv4 zq#uSwOPRw(}sMSW*e$ zrWP8gsI8<@+1j;Q#bvJs8`d2Jt@y-x!{d#}Q>Nr33eQze;Qb<80mJ5Ay1eHB-N?}!o*1}?nz_hXjKYc zB?Vbp#wO8Ze&J_3j-s16XGh?X-W4Q|Ud(IHx~NLvo0kWC)fV<4q~S-QlS&IA(T4a!XEqJj5(?4zI8skCi+8Vy-tOa_fHrn}*`9|0KD&2Q)l(?GcCl7`_hw5Z z0N)M^SfPHd9@P=og1w#Rz1EfVNg&*{YgglSZ`jFT%X9j0Z2^KW?klOk=Lde{@SZhK zt3~ay<$Oe4{Pxpvs{`kTQC!?MZ0;XiHpIl@3GLlF30AZ5^eJ~0T83F&<8SW>b6nsa zFyCw&X3AIlTlmrEJ^lm)$LZ8MZ%uO*azcH04u#p0Rwgfq*}GSvbMwl<&a$k$DoAt! zdobUvz&6b)jqkLW+hNZPGO9@yp&^T1V)N>fytr+Qg+AS!{1M#AYh+Qwz~Io4tu?FR zlCh`ilKPbTikKOAZoE8e*ip(pCTxfbL=TiPC>y75%8(017yqX$na-?AVHNkMtQ{i2 zZojqDE5VYtsKB9qSFU)pY(zwps{geyaC)?_&BGUTLc8V(OD}2t$e>XX<&pAp+i#pd z7JS8{j#JdS6QNiFA%Jar+MLqu*diB%pV-Bf3?@k26nT>NZ`&$!2Ao$-rZAiU$?lP_ zsm?BiVprQ(`iKA6`d{rBHlkbRkd}6sya-ZGYIK+K$AzLCT1xF=h6-w1)2vA&?9~uy z>%&>$$PyH0X2*ug-n6IIsewa6`2A8ut#Wkfh^L;lRSlP(EIX&MrMIhZ+eOh8LJi`- zE+Fo*93ptop~&HfNL|^IWfyJ-?qBn@Fp0p;=nA0Zv@7FpZg{Wgl`P=MX^>=`>P!vC z8aeIZp{DunVf^Wwo;9xZV1rt(02A0&PT)~_4fS@ZZ-&2rZ~5Uy?Nxa|E64NO0XuR0 z2m^B0)W>c_)$QSU22)pJE@ah3SmdoL>nEKtBOi_2Z5P)Ed`@ZRPG9~lC(=S44U%7yionwK4LTRYXCJ05e$6EsQ zp%Z;PZ>Y(ux2_W`T?U|{H!Gxu2t)8Y^x~9q1m_Qlmas6br}kbY2j^r|MxE#ql#7#d z^b8q04V3WN!ZJ)>L<7<}VEv^?(Ya0S#C{N&(T<@UECOn|_-gYCc6UcO*=Qo zhD_Y3z+S$6ivh@P3)0U^w{<;+8zz5eCS>`LqREy)c!u!c?6~Z1T3LpAYg=@VMr=8y zqd=PVup`v;FSOE}0cnb0)jcAF21O~vBi}N?AJN;x>XquIWq!%D#g$FND$=^ElX=lx zT=r$tS7UIam1x~Mz{$^Ag-bkBuRFAsdD1;@S3bfnZcpcu1uxIxwe)X-zYzURfY zV@?1XmDwVazYa068gj4Th8`K)qE2UV@5y*uuEfZb^ZAH-yT5~<>zzgX&sh1BZ{+|3 zGt_7|JWaBdydb>Gl1>sjdQt;=xzPCobg#Vbq3ioUHlO~4Yjdq)C-lyVs`_?KBqpli z1P%zp&fw(eEZoj&SdnR->awOrsDy%tv8V`9+4y+O3%tf@egii*bvHMTo8ia@tSEl` zPe73DQwZe$(0%`D6CyAHmj(snWJ;~?0B38>HU$s)@!zZeDX?T?V*kIRJ-viJ`+laM zV%M**ggWZ#cqYSYBJts%)X-}cLf6F1Y${G9sE8ka{98?71R^=9n?`)L))nf9?eWFe z-45>VrlnKOTl(*r4s^V0F2@OSbuBhSr)YwivixM_t4n`v{OalWFH(;l??-K0ll=uQ zIDy(z0H1>2pMG_6a>v%q9R`v<`#bYy1eNue;bhf^q%bZs zvz|ICx1PH)E;sP|@OV$sNMg2R5_=HLUSC^ZL0Li?sH~wNfze7=TUV5p*|&dehGsuC zKE*ISc942Qq3C~CKbn}Erqf@&b9i`gr%GWiki=s4kI_t2$w}k$0*t|lYj<`|MDHbq z-Zn?Eyu1j8Qjg2B+&8?SQ=?iO+`Vp`#tJf^!4i&B(fCw_q_UppOH=pr`P+{*R5j4) zdo3LSlU~UOKa#|;#kHw}^F3{ExLb?DX?HAcRWMR)r}ofIJg#xX75nuYev!{#<;N5% z5^_Xw@EQqR9vaoorOc$vYtCvQjZ2MS_nAfhinu+;X-}ys{4c7`DkzU=+t#?dySux) z28W=*-Q9wB2rj|l$KBoC-GaMAaDoQc%Rc)&ocq{wRjumku3A-N&NaSqb|S_*Bjir` zzir5Ktu^a49Rj(Q+2Q$%f=w0QANOSET)>6)cyuq(2buG6snW8sUY7P-jv0Hr4UlXpD zUL4CJ4_TD$g`zr5^_u2KnC7UmsI;=_$$TzMGW-S{8r>X5mb z2n>c}MoD#FFXyus_{)1T{rAMlN@2@f7IYYZgX_e3G;zZaR8OLfRW_@hLhSH?*)DP3 zcMf`(ESZw>F$N8}To?xNUyjt4hjk=A7x>;dXf@^!nN)d0QOB^#=OR9(j)?lfq2KO9 zmfSamCKxEnK1gge(S(V`c`2&l=A@5BQG88EACL+F_rH8+1xF8}V|l~R4u*JDk!5Xple`kU zhIpE|ji)Xp4D2IW;e##QpiGobZMpklzka-?xgLtt1%UxdjZ#C--(W3;jDn_4Ps~E} z1xQSKf@Chcq3j3#9WK6KF)i^qn_lMtB^L?07}2U>ZMb6OqCCYLX3Jdc+fxGy*B%Ar z-LRpl8mg62kq%on-gldKkoB$ABO)fB^IMZ-NY<*LrBUc+@W^_7);xTCdE8)LOv=j- z>q=DUFV+}@+U-=s$WstxmR5z#6egN4`OHxf0xXR6?Cn^G81qYC9~2GhIG(`)*sZNd zLoxa+sjq(}8AS13Xe46g*hgX2Feh->Q}e)WO=LY4ib_^GNH~o1-20FYRzZFtwfN)m z6|Mc9rna_QaAS0+GEKMUl9>X1y>2`B4KqUR9Pzy z79^`i_GFH>LwE6BNf%SXtpSu{qK&b=UVg*k>JzNmpohYCG-$R=PQGPS<#QAC0I3UgvFMScHyvIMX$l! zA?WgDy0!$5d}@5LBnC+njMKkrdJW8fHyq)){U)1v+I)H?pvpIriRi-@zQ$`6(WxR% z|Ptoz0}zzehhd%sWZIwh1*M%|h) zkS6HO*mz7)iPOvyzri&0Me?%!D2Xfxv#_NOcgOaLua;+>mE>3Z1O1(~be~AIEQH{i zz?L%OAy*fUAb%LvQknUm8Ed=QH0tt9m$f_CCiHM#m8O<<7>XZfv#Sf;WG6%rts!Yv8xPenRp}bp&VbTqaW%km zX#?@gWGRSP-?L_3BkJ6NK16=1*ZPo#F5YR9?!d_q-c@3+kERVwJ>2Z0!$|@z+-y?9 zc17OSeAYBsN2_}Am|FmuE`s5^CZrW%t0#BBPi9{{s}m3{a3VXED}2dr3aWGPNR80< zjGfqrCPa^LlIBn4Gr=sQEgc+D?t0{IC*F)rbulduF_7+nlmE=0&~0P)X>THNkZE`z zMH5z$2=N{ghyd+&= z#HY(|s!%%vOX8NYO0l#HUI^*%IUCw-x{|Z5{M7t*JSQS{u7E@f>EIM3@>3w<#t`B(Ac{MBR+>@|{w#idkE) zjDL(H;HXQIF}(BI_@Ok`rRy(KIQbt*^c&-Stb>A6h}R%j3Zx|UiJ#c@3!tyu1XVZ-!E@D( zKBArBGF{(3sTcv@Y)r%@PjHke7nTUvgn%9gPqur>A2HT%(;UxAbucOGr;UMOSMmnj zt!xWqYRF`^sCxMc^x{aGEKTafFW?`26~9(!nkY(txfc6Lyg;`2Ycy@c)OW5(#^5d3%jc;5_bcl0 zX4=zDGqHvzuS6jq{ox@qC6(y|gs~zB8VIU`kD2u4K-knS%$*RB zd<9)SR7P0VfqMBIZZ)R0gn>^^@Y=UEUaPk~%Q6crS zL&6I~yK-;art>JWs(MLVqAxIz%pJW6M<-YfKT5GAy_*P6$5u8KxghIi!dc}2zOJ1W zK3oFgb{CXtv?I$drOhGyTy|+ww1rl3F#zvTy& z(07D;a{n;ubX~?xENxfyvRSd{0vQqs72{8=C9(%p``g0PrKizAvPvgsvOHOyR7Er+ z1gefRbI{n{h_@(lK6`LM;~fDcb64-z9lGC8`4Sw*KEe^tY2jfvssapv3?@x3`hvzM z@(1r@1)97bXOfR2&`9P`ozsqv0jfPQ0z*Vkc~b$xNT%zGY-pqN`eZ?T`NHCzLM)ZY zO^LWvFtXXPpup~!=?wOeKbDGg8R|HRS|HglswiTz*wan z-V0Z=j4_xqsv-w`Py7&YG4GC;C{Rq=(70lPe@b^%MMFs3n79t?GpVeQbz3RcqAn&k z%{~8~t7U89!|m}P_Jeu7QhSO>p2R*3lJ?k_Pkj1p^*7oq54g#|(|Iyj&cZIV_poch zB$y!)Vd7Yb*(;Iqa5o*oA2y>H|1np0{PRn2bXUpIN{`4f)6^iK$ewy%qDb7Djx+Ly zs^$ly?``g!25VlS{VC<4iN^Uc*V?qCYt~V0H76WavJjfd2h;=Wt3c3Oc@VQ|3F>i% zdjJ_z6WZ-qt(|6WAVNWJ@aj}VU_-jU6D293|De8DTiBA^`=2u%C1uIXHAP7qybO$v zzWxCIDTvwq&|FEtCOPq-cRmG@oNgY`ScEDD7i^m9ajeA)gMbXogAd-pC+??w$pU?- z-^B8`C1hW6pcv|&Zawx?y54S5Ht|my<|UXV^2uPl23ItKCz)uF*(iHvd_?~!xKvcK z^a(FoBKix{J@Q1|kg+ga@H(P6sK1hG!nm#&3E-Xn!OQ_*5xOwYSFm^R|G`$0Gs8$bOtBm9sE01tQRJYnqg zH4`EtzFpa0!DW(N*zZJ;%D|L>=_-lbH(N9)K01kVE>DJBR*lKApxOOExd+U|jClh4 zj2{FCtY!g*NqU;Bige1p%>2*uDM^OCR71af08lT7=1UtmKW0-tOsK&>=5)^tF*M0f zI~I|WyzNmGl>9|q=JZY*nY#k{inJeh{H7fdvR?J872HWL_A}?pG*!Pj<*F-Bv zllODyF(C{DYR)D5NqQZc^r-WI$h3tXtbc#~&)tE>T_jun-^WJ2iJw1kIcmrbRM%h# zGzFjscoT7lntr8Z`;*F{*C5E*v45!nz3@^fqSUdM3TBBppOYrVob(YARI;C})=re=RaNe90fB9kzq zUI!@6#1U5Us8=qzDs&q-?(uV^@1R}3kKp!5H$q0yxQJEmnyE#hHx2Snm{t$W0x-10 zzp`$1EdJW1R1H}p;4_CZ^L@mMb8^vpF5*Rz!>SCK9@q)c`^IswD+ok4nKWkpGW*tt zpPTAs4QBCFu@JSQ|BEQ2f_>aCRreQ8#RtIVQ$7$u16~)jYCAI_H_0y<&Ru)3s=Mk% z=DJTdLr^5b0Z~;9w^Ks?J~&@3Qt7l95?DLpk|<7250NKsKFWDAxdTIp_j{`qw%_<8 z$N8pkD5kFcc`f64(lH1TO;l&gu$rBfmwduV{{`h=K| zRUB+_QIjK0LT*!hGbM`~yvp)SQ5PVba?R*zp8vAa8MwLFSFe#8HA)Wc<6uudUSdZ5Tn#RbSd^JT<>;Rsnq4NC%~jk9j5{tpeq2 zU%}m%<{{6%*=u@B%(Wl|Xkyrhq<8+HxjP1YZMNvrX4qKMqL7^a*NB z!3?HRN9)-#hTFR%sB0}BxGDE^?uyeEqN`b8@fMoTewD*hj3u^sf((3)bMh^mIPTNg zC4+{~7%$$risUK^vMyu43m5i5T+NSiV;j{(DAK3aX4GUDm-1f4B0SgfVYd$5e>SZ3 z*~=ZGoyy1MlJ3;lQcZGE>;(8|EZfw7kd#!{@qR7aTl6{qw5s_Jp&}Q9p}pfs`sb3T z@{zn0Ae$DK5}PA@f^VeF7f|kTzSl6@JE6WWTJ!v2a2BZ3_DYZTCoD2LRWZBey>IyD z*}+|XV}O9>0^^!ml!~X3f3PrN{|m~jntH*qjn5DcSsLwdKS)eWQ1&OxTD}j)_U|cf8GovE3TL9JC<^f!amQe| z(g?iHR{U}&3gAxbfqR(uLKOW())){Et#C>?75bHbx4CQ~ylq}e}C@i6- zNATRusdPu#gYZhL0gMS_E)!%K9WE4jS-5EiFM*Km!=oUGqMwlR--;ur0iu=+Y>f!z zN|u2?3Bjq(6nBtZFw_OUvr_I8xBmb5Ys7V3)aZ9fzZh3BuL9n|!7Q>?P{^Ou>0?xf z^HuCfh}q3=uNc{M(5P6<%z7P`o3=t_L-t9!7SYZ@7BF|J?-w$7me5zcv{h$_4up-l9)my}%(cBR4yS@Kmxt(o6 z#{26u-JPb(UjaNh@AGebs+X@B-DesCPaN`t?*RCslY6SrAfg9=*6K)<`xh=9BQK{j zTHree8fkrijawy z)%iL(t?MTZ#03@ijzw)rO0nybin`5fBDirbC0l~mwc8(oZ>SB><+WLjbofGKUH_O& ziEsUV0yNI`6_jMC4i9ItXItd9e1N4dvCe@u0_ z;cpoR`p~RD7FUn=+#}VJ$(j3@n-g>v6MH@?NCvMr2X%|$Z*mmY8}Y+kfAM~i2pUrF znb>T8^W}S-aNFdsW#AP2WRkj!!Y*we)9t#i1Nblk+oGA8jPS|MQ3_Fv!Uwx4&Qz0m zbFfTIzjT=U^s2X0?uIYz={0;Myc9CF(Op9gOtc#c*q_T*9bD5lcBt;n9SzuBAU&K8 zem9s!jV<~W(XK&DRY~>@&1aUUx1gmHj-Km;eZ1jLCiE?26&c@?+^}YtXL*ut;hzQ9_c;Wv zj+`nl4HenH($`zgV10kZTVHm6?9B+f_Sz|BA`>sKn60Rz-`>mIc3BjJ<9NR6pFR7K zjT_j3*O8R@r_43|SGY=OFl<>2**44m3TV`ppA^)e@$JG^;@Ci{)@4p8bUUgVf(*;2 zR~~J(;v!T$6maev(a7f=SopfVsCKlz-QhGX&J-r36IRT4;H|0zcUn%^UzJBpY++Er zH?h;CRIzMjeu(Q>PL(htY99Zt=W{aRGUxaNdZ+t1i9G|oZ}5;={W;M@;Gnou1x#2= z&~?v$clfwRC$*ngFwzX?KS9MxnrsL-BAvE_el8fp24q(b$O?v zeu7s{8e-4IlOIJ8#l4Z#(D;$4M~l^=RwhrU`HB+WwsO{(g^)d}lep%~OasMlH|c-E zfyVd4cQUV*en|Ba zcZ$|=XZT+%cllQnJDRK?K1wA9U-XHhA~(Ccl2?xJq-c=nUeG^3IOY`!)B%Rlnb-{| zIon5eADTT!RR)BYpK%jYf^uwx4ltZN!dDF^*VXoKPY?s;brbv?qobHOqYzIW>cG4& zYG1bXXw5Rt*A_blJFVk8#Jg)d(!lY2=LBMd!>K7^hn~BoVA_0ve2g@mQ~8;Q3LYn& z>CIQcx9>QPytY~LHGMLn7Jzsot{b}W{lXCvl{n!y7`p*l8ARnE|MOogzI?Tq74tOy zV)|sDB(Whfa4z@9??gK2`oAn@hi@9Wu}5(DC&&oBUdu7w57Uc!z#me9>7K+r5jeiT z;023|W)A(K(iZXA702CCvv9=1oRWyiN1@c7JX?SlY8O)liDB#GgOHso*ciWkV1%!f$WovEN?XGYQvHgp zk`1}HPyOPGLO$%0w1;0w&vf7sIi8@c&1w{AS3ZnM-DiVB@aJFeLSCfIgGs(GiZG^C zJ5!dSMrxZYIoiM7Dj$p(DP`GrdsH2NRRy9iXZmkDGPd@MtbnfBpMz`%yl8Whm|^5lstj|iG# zztT~xPWfs(-T~v~?Z4uGl{YV28{F2LjoO07@mmBuUm%qcrS7AP8Skp;k zhj=F3%vzBO1r7f)hd}P>b*P3JmZCwZGdcKhScNhioe$`#D1%f{cR;IrQmP|TteV)b z44m{6*BZJl*xVZy|GT-+Iry$5J|O(F&oNKkJXbS9}PZV{A`{hK4r5HDy=Ed?3754uM5>nP3u8`qpl3Q zi4kGE-DBA{v`@ai2_e*au*^B!0CPVJ;o*Yut(Ej7ITuusj+WbfNw0+ah+RTtPX;O zBe}H(I=5pPtetJeZ(Ao@8$_OtE-er=B3SGsL(4wwzLIV1RQZkO-i}7O^JV3AG9ML` zG<(H(ZuBykhj{`UTE>}sJ34P~;anCaA0=in42Dx3bqp6(j4i3RjYbDQJGw#JzaFr? zyQbm)oqGN+qLz#M|K|rgXd~)tEG~&!!C1zG@7qZ(>?GxNw4YRooH=kW18?`()$1=72fSgzP0bIf^t&HV<#2%J|d3{Q2ELYioj%a zhvX};=Lm|p`YbR8S{GvD0jo{gj~F5)0H66S?dn!%Si7%wlI}3Tl7KVz+c*>(VH(}= z=su@ls*k1UKN7c;CqcKYwt?GP$G=dX2!e_Jkp_L;{f;J>D~ioOm@U88zpMaS%|XH= z0R!)oTbiv5!*n!^Bx;YJcf9Se$s?DsWTfNsW$IL}tMetFN?lXtSVgGRNC~U9P2qk; z9=|C^M}{W}=0%X3)SMu{<-c#K<^_a*5hY_gRY!haxhgDO3AcU|w(rSXfy{b88K^>$ zBtao&$8zM`Qnd^>4BL8i-mUvUo;`Mr+l$10gVVXb^ zr4X$nv^l~^J&tzLqzmK}s&JhSbfwH{_;g`m6g-@+Z^Yic=@H;!<|roaH&L+Y=ip7S z{pFJxtGk%AK6tAHxe{;&>GcYYFPS;GD2>%hS4MC*Kp<9*>gq6V z)=~dOX-;A`n^;9?PN*`iSS4sqx%gvXPpmi1Q_Hh7#Z%w0N&|SJc7Xh|E-rajEbo;( zMc4aDj8W^uR$5jD+^0!Rwk@|!V(TyKFY6rsvRhW`E9$3yIizsQAf8^sMrDM+${IgP z8Zof!c%5%j<+-}eT5 zMxzMI2n&{vnE~Bl$1dk0pqJv!me=kcnM;zl8uo@^s%USsHP9i4bU51;yFB#y0j13&c zacZn+0GXUvXU3>ZrWlTIuty#S7%Ngp~#g^SFSxffFLp^{u`HLW2yqLE=D2-cF#?WyPx!-3h)xw`z2 zC#L<+u!YYjg6W`=)q~R=pOt#z3sCeKNNfD9GFa@A-Cv zT*Sl{6*%b-H)1TU!JdNUzOpY2u+_<1)qq+j-!^67+85t^%+sDCV(S`pt?|_s?1a$7tpCB9^xDS!c;CZ48^$eBn zwM@e{@9oZEq8(SI5UwI`>cg*`KGi`U^#cokb-hrIs%hOIO|UDEiQz-ZINp>0_EUi0 zwEEeZglIwC+S|SqnvkySGEWV7&(mb(D=T`-MyO|kxKE55SMy9jTJ5=8@H}Q5h4%A4 zUx1#g7+CwxQ-;Oc4_$iAYZTI7(sa|P2q&;A|4@c)>aNRw0^Ae#XY{c9b$8*9`n5wj9kb8w=7OZ{DMbYNNi{U;8H&h?J)f zP6oZBFS8*>d`-)m{@W5WwROX_bVh6590b~Ib;b3_!gIl*U3FpEA(|R6*}2Saxu!h) z+OVsg90T@#f%~RsJwg7V@4$S8+18u)xylpFyl$E^@bS0RQXb=|c*)*%j-H3x`F) zZ4to~WXwpe(L|&L(G-lSt5Y2O>im)lF!x1Bkv{48J(E)dc@~Xnf8V=@E2uQ3E;krw{K%#D%?dK6u@=nFH$3~C5z?YV(a9pO>Zu3xWr z*WzVO@W0p5kfU#a-&-e!QHcR^a}Mn{ccg}?M9)PwV$Q|9F~L&uZ;Z8Bq~1x5HN8y9 zVSl>%ptg&|q5sWc%R>%f=u5o@h#ex?I!j?!V}17$$krafE@kwsxactJ`P141N>)u+ zaPbVp;Qdw1Ba($T+RAi;A?3PRQ))ub1Q*~};ADJ!xT2T_G^~>;VT~hvv>iSx3Z_{p z6|2{`Im#zNkBlYa@fER8NbrxWO2@l4E2Bj*WjrLngZ5@?tWkf1YZc05A5dGat?Qe=Q4(pf|_PMQq_aba-MWVhs za^hw2&8EL=Q@XxhXvgzDs_Gjg^24EMZl7J2Iqr}Sz@xt<3Pgqe)eT*yld0Kw%1{#E zWLtmAC{};=U-7!E^!;OSA)L)Ka><4HXV!o|V#=+p)j5yJ|FeaB${>n;A^V0Ef5iQRv*1N|z@0Bp^ zQ`rL?VA^>vt=UONbxem5XR{rr`ADGVh7}H?O3wn29yznWN6#QNQ8VWj*(^-7rs2iO zQYzbysOnDe35Xzl&m%Z2ig&Kh^g0+#QcR@(mexXB#Cg23Fn~yC*{`@toL`S5eQ z7(Y_{G)$I${xFa{bC5O0F8Y>%YG2hc5Hp?{F!-&`njoc-z@-00!frki@#Kj%9D@2q zxvhTGZ_`k@S}qS&?h-LZqS{iB$}WuJ0rRF-rgQ^EW@o89p+&M7g$9v|HBbj4i`$&y zgu-RtUVNK6PAgvbd}@o~tNoA*-yP~kcy{XzrgZn7TDzo}%4(?7Rp_Sj9){>; z>)p&_L|jNWblj)WYiZ{urTF`af8DCR$}i?|UNIV6yXkVLTJ0Ve`^~^)T~asz@LEs! z+l0O^MuIQ>{hzilewG0$Pi=_+b$bp`-=+ZaH>u8u1jUly87Y5$;$ z_z|3t8#J_mtF5)u?2`Yz4a|Z5Lqq)Kc1BomA^!ql<(KK zoIirw#z)YvdsG1)a0Mv4p#aW;M$>%GzzmX7*^so}@AU-o`1Q4$M?!)vBL==dJ!zYohadTz|i9s=w{3c&$J0PG`BpEibga?K-$R$ zHTOc5p8U01mgde{DO!_z;{nO7w~?Oy;jU&q`ttC6-&ULHHkDG7$EX58ttUDRn?-0s)9yV$ zXtPG%2|Vl69)5#Nw`_KJS=EPUo>}>>h}s$d{KjRs1G}>A(p_KPcCeSRC}x%#Q{Q z6Z2XYic8)=Q4M$xql)KHq1`<%zS~Tv*Z;Or9p$%qL`-1?_^1lRP{I|O;O^GCt`_@R zw(VD6-s!LNAG4hCy9+cXa;FKNAz1QZ2NQ1)OYo)Y@(l&XJMe@RDtxzx=kfY$w5mUX=c1X$!X*7T<|}`q{@OfUs*50F#s5w$>aZE`v?1L|TBQjz>EYDpiCgdR8U#;7xN8X)POjs|T0l~ms zx8p9t&;gaR*_Z*-AJ>}Z5V1^72rW1lKWujhr0e8D!Q4l3Lw)ZF^QhEc68NhAMid0| z<3FqInW&F>K1JA}1xp#U6P!Sp-Gr`_iT2#1fFHYoPurwJ&E_fq@ZRW=U1FCTi#=;Qk5Wf8)tapp-0w{+r%^P(Is8b z17IcoGo`a}e51bMx=|rSc{I%6{a|JSU`b(8?zMQt3=m>iy%8wJL%zM?aoG=eTnIym zb@!fs4A%{6`B@E)<=i^>Abg?nQuT~jA0$`OA8SDDkM;Nd z$R8wAe}D|*JW5=0UvME@=$;u0m`Eh)*Sr}lDDs$)<4E3k97TAu+@GGPy0yqoob+F| z^6~!;=;0+AdtL6JNNmp0QgDL{=4HS=&r3tBV2wcBGCRYlaL<>SlBr=Oggq4~B<#uL z_oC`CriSelTRT@rhzBL`A>a+bOFJeP%c}OKlK|o-Gw5IwYQ5 zP+CFOxx3==rM;~3f<7|XjS>AkNpL$sr(hLR7m&2t(UP~GwFgsJ0}OTv{KDi#LOinikp7V|~oVHYhv7wuA_em?>s zw*)9q(r6?t7o*;i=rln^c8VpK{UWJ33kQ#|0IfC1NrMj4h>L#*^-dfWmj4S@6FDqg zgXT>TBehq6LNX)N9DN)tTXKig0Nd8Gu|S%tmkmxxZq_aLsjy6ZQ~=+Y2agXQf$){K ze9jsN&$!RiHC<%l_)AgWV}iE3q5A_C>k1&}jw(*Qb1Frqh^?sgH=oX4UrbV($fb#pE%U4eyl}ra;^1_J4aGiDj|*-2j7Q#0IRd zffcR#=iI_g(Lzk1vk^z@Hp|R-YUoj>vi*$xg`R}}2M0CvVi;{%R_u%2#r&8RG8(Q- z3%6J;W&go57(+~Nm&lI?lO#&;=Z8vgKhIl2%G4h(o>4!z3y6xM%qVh_m@xoLAlZ`F56{=(LUc7*1x^HF90vkwhcw%0%Knph z3Ek7#Xk{nvncf{9f>ta-VRnsab}0Unyzkoze`>p6w1yky#KW|(CtzrvwUo19C<<=$ zkTV-yPr1NgIu^m6HtA@6f7K@?l4PytgT-2B)=P>%&GOhkD}i=0o8YPgxH15!PJ$qN zH83b#9y%|~k$qk|ov_{=UOH!(nUc}K6AzJKHznsYHMUd;0wkLgZO3TKAP9^lH77K& z$ZePs<)FiAwF&<5Xq!LXQFsASU~@-H8Y#%NMArF6C4q-n?&k6QBgM>VMfpR#fkE(N z{Y9pNAx!jqMQddNtGyJ#vK_!ISVfa31E>*+*_O+)A`rpBScj)~yhVvt0NKxW^)HvP zR}>*K7e;~?0#YBdH1S%5`D$-St5P4kkCMLM&DhYtfq_4e_2JP6tDIV0t=@kAkNbD z%D&yMHbgnqT%fkZdKbxlF(Ta(KGZY=bWnoGAyV#dFuRrTITQzsmUjVI5)<_7&dJ-x zb{6+lOZbO#6--mkfxmi_CeWNNsgX~b_?(ZFmQ_G`s)olM43s zhNInmoSbz*lLcgjlLZ`QMq&D zp}*HIFc!gKYB21oc?oKbb5XhxwJV84KEji1Ursjcc1mh4$^tRKs(UYMvO3yMcya%E zIQ^Y5aDMl@<9gmB)MKLdP1J0qlKpj6VBpu+lDLEPI8Ad^NiC_4iB9Q{O;s&x@5r}{ zE9Zy%_k&$`$r|L)yCRXV-%w-Pg#^$Jck{WR=HlDkAevaBLOA za#r->oHYG?$|(U?p<7bmFj> zFrm}?5_IdqVpq-p;ebZ;>z<=D#yn_Mj_x?k+(D(j?~?jRxm5yHdrg6E%DD|$&)pzG z0ow!Jk4}WpT*0G#Hp`A~RleM7(i{!*G=$(!`K?tQ?P&ne(*lUz54E;@OsyOd)D8Fh zGTlVW0^Wwj+2qBVYQb)FHjd%y_r7U94N3`J?p6)I6lB|_(=4>jMAGQH5=9QT|AD_I zc^cmAs>L?`r4b&uxMQK^o7bv)ukRWRbM)T(D%&wcRtNjF0y}PNQoI;{)DdcS?Si`W zMY%{DGnyLu_wB0BrXWvoUb2;{JwaopV zZz8kO3}~&TLMHXFGdqFQp+n?w!BLl!G*La;#UMymi3GQBb23-zQvO*UK~wW9mB7M? z5g_S5sIGHaTP5Iwo4^#L>?1ukBS^E81%S5402_TB916hAQ(gJ=iW zlChsOl?t4ON4SV*h zb51SC`MRilDj=il7R?rGX>*8Yf=~-8E^H2>A7exHa}V9S&i0qY=Z-?}y9>6{SOJu3 zodhkpeGR^Tc_I3vD9oKvjVkpIy!6Ij{!ww0fs^`@Sn>PxWaVL_$B;jSz&1DHNabXb zP+|$0uOwdAcQ{VHv0!JS{uLIRo{U?2NZLVz21!N_bh2l0_XX7 z>v~-TcK4t3$2&WrV(Vc~&7O2Q7CB&AgS3NvY^5>7*bgYEiS7Oe-}&lLVd8X|Q+=?R zcaa+`K)8V4XlhV!xY6R%UX(c81*<8B1O9e}EmlM=)G zy=A(F1XU&b1Alggu_RyX%iV!l(R=WR$^_naC;vu3I%#cE)m{|q=cbdHejeZbTOVHr zb~9RHYn&YWR+hDUT>sSI{TtHoUn`@1kX^M1^b5H2x_iE`O4srh!>up4!Q@E0ce?ze z*|SA-k`y~+Zv8LViy+Yd0WhQ?jYG706Wv$0PW9W8LI(aqA_&348eQ{uxp)^9dPO=o zuljh^Z=(Ecn>yf|{#W7`*n6ZQcFpG&z?P26LYO_1LU~tjzwt@XocR*QiVro-cxYCL zK1;un+F}l=a(n{~w>M?Bk69;FG$C1Hda7l9^*QtU38`(U0Y*C(4`@vu-BD++2g`Q- zLBwkAT-YJQBtiDf>!dZF1zCl9$HFdC#?nc`qTCA0c*f8!1tP+iV`puDapos3XnfQS zo%kvuCz9#16>!L%*KAv3*roMLZJ#vpZ84`wTu&>@aPC;`fEU-#Fg9~t|4ZFP_`Z<< z_XE|T|K-VTPvCJfwi=%C13X!eK@T#z+m zKz;p1QY2(t>I}85iHZPM#pwtcvW8YWMizNr8~o8nF57K9y}VLJqd?hd{>8QLyA2cS zK%&+Yd^91PFX5@AtWL(9sHzxnPT6o)IfdyQ;fzJLeSdv%+%_xO z>bFi|H2N(|fi9P9E}iF>!M{A%mM#wexgO?swvz>tuh z$NN%%p6!AkArR7+@HGf@P_dP-ekufh?E!DFB{kdNJnMx!V9bV?<3u?-N&2=bje5kW zBwO*^g{oK8vS0z}I)SckgEf^eyGr~Pr*hrDeWzP_?SCuFDzG?rN-0c$`4@|J8j?$N zK}*g}>WqUNZ@}$Y>uBKO>|B#qTq2fK^cgj=IBf#K0^}zDY5E_7gTewKJ3*4S$TUGR zL;pwS#{Wn3rnf_4gM*6jp|JnEde8yM00GVm%CiQiY2oRHB>hyn9RI6yqk13@p+Nxx zP{{w4)2TzBgSyXUzW?!_w{VO=Mk7J+a{PDWgLz2QPc_Z?Up39J2q^~v!nA{;X-Qj# zqyPs+*+B`lJgh*{B7x#uplCtT2ap1wGnda|#{r}%3W(hUiUuTk3n>G^#Q_RDfD~*Q zzJ-K9h2Y|fN2dZ^Ktd^kbAf*Rr|t;_^$ZEY^nkmX_>liac{YiQC<_eQAyL1Uv8jw>!2c9^!-Drnc;= zfU3JoKw6BC4-EncG@e1oSuD4fo@_i($0^VM`4@!aM%kt|nzoDg(+oPZl9X3>6xpNK zaH@Y|3Z+?RL*(o0-j^`GS-PKSRLJ!`+XVgC0D~=0){x{TGYeC zJ$#zYJWN7{#cE}g7Oy1&d<;71q(oE-(eMab6BzwJEuxmIzA^sO8loE23U-2zi9k(J zN~1^|f`y#``Y|v}k9@qSs6v%B%Or&*9-*DFW}YJ4RgW33!sx)HLYo@TjH&>=~(∨sRI2bjUTZ0&; z{B=LC$hFWbBAS9l$!W2I6X0n2Bj6|!!YT6MvC$O(D)cca8ke-*K>%I`K?~kqg2eir zJ1x~dY$NasbpTc{!o`E$N{z%Z#l{8O1i4BfmH}=oCT<*SqDxHDpYC^!kJ|S|Wy;J$ zzH^dV_ul0xf}?pzNtl40`pF`1G=A&P4j#;h!tuvaau5(vxAXtdX+uR4D07$>`9q|79M`+AH|n zV!ajzJ6>}6%B!h47fxod$!8vN_YYxd^~a<1jv4ayC%wW7t80tVd+pqx&+{`qy z2yV9mrfOs|C~CM;$_?_wLQ6q;Gc7z-iz+N2e^eH6`p>Lgt@;I%v|D6bUEZOp=KWSx zkz!pDisq~~D(tjLOWfz|uMQtkxKGXPe4u4ru>9M&DAZVwiNFwdM_j~Ez>E=xg_it2 zOwqxy=nv~>TiQSMVX@D|hzq*VY$Py!C2U_;65&J=MjC2%1BZ~JIWK#@D?VEC%v*|3}z41qT|m>vl4+C$=@QZQHhO zO`I>z#I|j7V%wS6w(T?jzxTyCSLd#)x~sdos&D$Kcdd8#%IdIl^m5pZjJog0D883^ z8xLxmWFs(4wh}fw+js|;n}nvedcLV0N2)h1-Z4j@158ZT~db!q=o1+Zh7!eWv3Z^W)6k02zJ;tL7-y5118k}mGc!mBGe$&{d`xQLjM*t||9qJYp9Me4 z;5N<~0u!M>V(P>xPOoIXLCf})tx3hvz}jar@7DNS z4P;w#scT3RTuQ9i?Cg|JTKcoXUzZOyg|)EnAbE=TjF8=?s@e#1mU-HGA~ew0St@;t z8b0&q>+hpveDJX)Dz~5L>b${RtJYBN3Lna*j~cGlc+8@Z36K=ezBJ@D2m-+DF>nxZ zw5+xMaY~y^nkNL|b$1yMi(~~C5OA8a5O=G@G+TZakww~jFawGT{x}EeqgaLoU^-^} zJq68R=f4w~uZbl&e{dtDDuT;GhqbxQ?oit(FNBda&1IF+1PW>;CXFkk$QRqK$NmY? z!&7LZh-Edij?&@+HMKQ$gapzenJT0sL*jKOF6)z{yXRwO64g6qG9k_lSA!k88EO-ESo;-q=+CW=KVEy8rv<**!wz}e-}YzKx6LEZwFA$q zRqGL%tM1<}t~3XauSSw~WP#zyP8E}}a!d9tDh$FBh}Bnk@34|~BP^!s4Bh142e zP&FyFWYxrs$3B7c6EWJKtG!S0iDMIU*N{qA0d3=t;AvUyan+rOmf0`ooM^7fkalak zOyj<6FW!DKo*wAC*l@MZIami;OEzL#ytP>K844*|`nYCBosLo#Y5SQOj%bQ^>Rpje zKDwCMB8z)Um+v*-t@!J4TIbIMzGGDgzuef!_-_IR@lNRRYld$^iHcS;Df6zSwaEvU z@#KMq`XI*Z+P2HmPff8eoCD_{%I_7QH@DE*Kc?0q7f5T`{w3o8bM5*-6E{L1B8sciFcoocTe z$r``{elr*93%GL?8W59=YDL{o#@?OI>k5!IB& zpg&N%IdZq_(y3`Ty9Y=nt_bel+q?F2^!i{@1npd zsqF6fSl658qg=^pNGRQ;ktX~;Wwgv57g5XR>YKVY>xa9(?%}8>S_1TO+*_ch_yMr3 z&thz~`tqrThPaUV6eHz%D_fc*oVP6;Q?rJqh^@#wOo zbMx?c=FwIrn~j-U{Y;|_h7zu*;6@}UG|Im>O!kjW^-8?5K#Q%tGIe2%Cy-D2g_fjC zRm>%Bzx+C(SU;^uQeJ8Hs2bK6ohjsXGS5&5C$>BYVK7eVu)4MD3HMV5q=r_Y9{lI2 zcr|Jwa;$7eFr-CtK}s`&+3m;s-J3k)Me)?4w2Nwln(i>fQBk>3QQl$Dp-(a|-j%Hf z0EZuNG}+&tLZ}0x3FnHw4s^Xjna~u&A-mn*E+3pKx8J6+z`nL>zy!)=b3B1{zJJfz zsClL%sj3y*d!>a!yB*KyCJ z(@4o%I=*v>=G02eqS(;-U7ogQ-@Cngu$ zxq0ByyO{cO7gOW$2LO|EKoWD&0yj4Rd+z(!;_Hl<45p5aa?MRU+4wQq!vZIYcc3F2 zpYZz*g*tb4VnD(<#IOGRuyKl-7P|^tt1`}2d{q?H9$Z^)O$A~8Q;ls_`_2@lsa=ao zBvV`QHq;X}JGK)i`u;J;&hYgp9A}kf=K~LjoF{QOzMuhP3ZSx2ZkZaf&>YL|QTg)) z6APwD*mMN5|2B~?YQRq3Lx4SC+K15NbT8yHx$wfXQ{D4jXwLeA^h2hKJ2nyA>#Gm) zbN^kI`iORv&WYAp0`9gnyQ_kNBL#(=PTr@c78`c3odK z0r5+Ip7cPij}d?wpN@VYy8AlPfNXhpV-PG8^=oYqx}-^zqG@hG+NZx8@6_8qpL+#( zyHuW9KP=DrC6m`W^S;9DJf3P?$5Z(iX%jOb?B40*-mYo_IafXUeg+Wg)qUlzo~JAF z551uGAD+fDG4AcxsvWEoa3a=n`5OobcM6*;rel<)y4dFaM@{&jCy}m-TKx3bP3-LH_Bjs z__q1vk#pp+b=A`w0@urdI|a<2>8&NEBNL^vI=`My{N4}xIh}BpHap?mh-mO_NCB68 zCIYM9bO-^YWyyi$YknA3_I~Hr3)~5!C~v{dKzG~C5ksUf|0tj5r0?oS=CsCRiRRX8 z&hjf85iLsjaFccFClQUpGoyvJPcu;2f z=LFjECe6RWd@7T9@~)N8VI{JM6-iODtS_=Ks0T{WWjh_qzh)9jCx^-;M;0nGlL{&_ zGAu?S8eS#}9xiMJJv9j_AsY!ZB|AMSnbB0tK*C!{ESG_mmooN)o0puEoS1~1i$VGa zUIKn976D4D)A(U*k2;_Xp5}jsoNok%#ppj@0tsO@FaS1WZdOd|y%Ri9*@{(m;z&PG zUo+}X>pT-VkvY+`{P(`+ICbK8(0(KqKjL*vca6NP ze3-=0GJSm1xP}exBM%!|Mu_aNnE|~)L+#2kt_>Xp=58Vj#cPf(9aDaJLSO z21&Xvz7CZJO}d|{&PL|4+?XVlF0e1gCo`{Yk&2Clo{!M(}ZDP zaO2)=7KC0YP85K{-oy5v@-}Noc9#t?jbR_OBa}U4iIHXP4f?9Tzdm#t&(};OYZ{#( za2nvrdwjT6<;VK^D=q)P%R4?jex?1zJ8k28NClwl4}E=VE{vpzX^Hu=!4SAo6DFpL zafDrs-p-ThirK;5unlmn6P&1V+?m zL|mY4!vOdFh6vOC=(~Mzj;$gxN53O1Ni43Iel=dqH^wI$wZ#ij=Z41^xjXQ7_`gYI zPPkAURY>a$K@Z^BNk&YM#9nki1TfjO~nC|DJZS4I6L(+JIwvJ6Zs9c7kIK!v8l zJ06v!k|##OfES;i8TivFsQ!dk$~h-`;m~N_5(iwcx>hrl*B3mq$mS+-zLUOK!wQe+ z-YQS}&~a2c@w*mRx71|tD73H!EK)W~jkQF<&xlf-yEv{7Q0P2;PaXSmSG{uL_UnSb z+WPcsMfS#b{Khpso>I%*FsoV(!6h$jy+8~T_o3?^phKxIiSS;KMOU&t%)^0>5G>rC z7Z2>sc}a3)x;0psGBqJ}P6NKP9Q)ui${i-F7EPED_voig zHiJ9Jo4n&!zm&Uvnh~ln{Njg1@WCnW>^JQ*p!j-&7iSwFHK8E$8+V|uX2%Y<=&NQK zV^zwM10^4Ktdq+hCn6PfIWY_rDxdvr!2tZp>2t-lG=XEZ{~CMR{=osqhe!c(PpUO2 zj}Z!KOEQmQU5#Jc!YYVwx*?1+R^Hj3&ZWgY5-6GxPdqmR)vGo3q>wz$yD{iLy|vR8 z(}r>PK;AhhGSfy(nTysa^L>$aa0`A*qbo}!?kBV<5o7w-hdb1^+K7KxXhdP7R2h(a zfDJ>t8IrBXos-Fa1cvL?j4;&((pfr9@3Z*^^0LuYMz7SaDv2$mC6a+B<`WDJC-VK5 z4*&7KK+QPAE_zDXSBQNw_r6t@92Mkz%9Pqsoc0`IHqYj@?T6uMUsqRiVBuaaTYcne zbz#3H@m8GvTJ7+PBWZ^ZttZUQtOmg1cw4rR(__x}*%s;Z)jhk_`}gXd5P`ESb`O9p z{#W>VXRVZgtc>iYez?%m_Q)29xI^&V^s-Ra!_Ps)Ny*uuv%Gw2<_= z1)yR??Y@rZ+1j2%e~LVZGratg4i=s{+^pv~YcAQBqtP z=P`Q+k|*mz)VeSDU)pWT(X1kw`!i<^R7d(B^l3r1ZcRd5+KHdcjOE`Ck(N8rNS5JA=Cn$UKd?m!d`Y$n$eGLytZkf2{A!3=ssP z&x8?XKps844{C_~S^$d46uLB{E-B79^dGalV7t7_&k0lFdM$h-Dn*ySB`zK>PFP*> zOAxllPzrWHRLw52OLXK?{yco~U zQz!W?&cRT-AMj*rle=CL(dl(Q_ufnmL>X9qF~5sCqj%P_RRTxvUL|}l^F-IP74Euf zwsJprGN#ENV__dX=eR=8Hpk8n`H}x-#UQCb+7`Aw;=E42EyK>;{(U+1ma3R3gKQXKl1=jX0ZrbyBIEu;wRC>JyeEA9{r+X& zXwyUE9TYj_rVDT*?@rGfoi$Nv^L{6S;ZgaqQ`y$L-@1Lz|CfXFgnefvL&q#*EoTcw z6Ni%wk2fRt+sX*6{spBykv5y@U(L<>Ps81%!nm<>KQND-MGmEOW10ko$-_C`g&^jZ zpZvVKm;|c{8=tc5ksIcwVFWt_H&o%rQfkw8rGp*l92kIo3up8di7o5uJ2I8%Ke!ZG zGimO&t?iVp=MdX-DrYb1=?ZB3}I*G<$2k08x)@R>tFe{Ko%ssx6m zUw*lowyaQ%JRe;H6+Cv7R*9-&-;9C>3l_Sr3SDlbRFj}=Ju%g+LQQUqrt7SvrI6Kv zRwYEi0t_HW;4{7{@=JZ#9vUffGCChU1l)Wu-tnxW`>!Hbfj?V9m8xvhLU2)mkl^&iic-*P z)pZpyoJbL$5WR%_^{f&IB#WK;*GnNmML!a@m??mGP)kc)qF2j;2bw<@ay>{OEv@)l z*zpO&e#3Wsq=m-9D6S-|h~n+j@5!NI z=P;^@s$m6--&c1;bj<5!(d%!7BsmY>Y?EQbbtZx!sVqauyfap5Ku4j|3$GQ7IVkB( z5-tIQ1iQT?m17q&m8hX&6eO$UcqPF_n<`SW1#T`L5nN$8Z3iTX%yrNsZ>T?C0=Uxx zte==d@9p+OJ#{(VOKY1VrpsB52y<2jD=}Pf?0Ze1_7pt`U`2wtG7hH!G2W zx(ceU06O`6G)wuanvSwy;z;?gBl3v+f>mdGU$2YZCaPG(mU?pAkKG?m5s&G64$Qb} z&c8hyE_-_AZX12FGv|I^gCKe>f@||OZtu1QY9LnR2IE*}WEI;MGkudR2DSgkmmC2j z*xb4&3Ye%WGKJ(^RCAcJRIosG?pYkVIDE&v!V3=F>z{Ma-^B%M%PR|2C!|%CgCB;H z_{o$-n}%7`HrrKV3t!jy;s;NQVPnjQ;H|NX=%s?`Jho$EOxo&dTIwqHYr?7oS0Tc3 z$OOS0Zk6FN@{$l&y@4^5BNk3ycsfAIf~19z5q)VnWtjt}Afk@dFD!!DUL@aMj3@k#ZqG;q6CMzNu#_Ky?RSw~4MJ;y@{m@gk7CU_z4isAkbsVxm zp{5|KV<=W9LaarqkUk)j(k5*6M(n@VF9Fu-KE^UYJvwH(DBPfisy} z)q?Qb#s+UX-Q3tCCB8V@kJT#;>8FV>Vfz=Lhwf>124>$r zCvr()j7$t8X!SSJ3l3aVQ<6(YgyHedMF-j6Ac&wJT|q?^5*u1_9S110dIhvc5zMW1 zJ8Ma`QDnM1ZYN9cp7^^xmn3@)WtcWCnpP3wO{04WYnvv#FT#Z0Wif&DC?PSZFMQ@q z@TjtmM2^I{29Mh_i+Cf0ipH+>?^6q|S-fJ4SoKbKtelm6au-K?Qo2l@Mp$KI1rbhV zY@xmcyb7a2f_mP^iok4F%vPsoQ}_lS=?1f};g>!l`DbN&;MwLBxt`d#K&GAzTKkN| z^TW?p1i6~3w);m>X+K&0!WzO#E9Q!rlk|yaOyfQQN~v=$X4P_PwXomo9Rcq`eqExS zOFKz`=!cdK?V(gTd~_)4+CU!qdf#nlh(!1-ny16DKlbvHC17K3H_HxOD9x= zUrHReV$7Px?-It0=_h75u+p=kCUKAhs)NYQe!^~+o4+F&#CXNHASSMnvz2RVY893Y zkT2KxrFUKKo}4dp4*NP01Im=_fQA*Ij-6-8TF8@CmqQx_dZ!>Hhoxp{LhrJ2SamxvJzTLd70>SG(zZ zj0m>j-@;8GPGNNFX0sY)hiU~CMY4O?sqv`P_eNF;g4+6Gn3fS`xIN#Bk(TbJ?!UmN znPVW|pSB;-$sTuuzQA77RZ=8i|+);RV8|jabr{7E9qP5mP@f{t3caB{rXXA(J z+zUfP%5B}3#c~Cw{^$XA!V)&%3xjBjRMf`-^n42G@g$9Tt-w%wP1(_Yy9s?~6`?HA%vdRF>3)mO z{nP%*2f;`PE6me+1A#`3h^&%Q0Ard8e0*3IS8)?`19X~NUJ~g3LN~gt0oAorkz9^! zehDy<_3+PKIFB8bC{*x@BSKUcY|rC+`7FaIbJ`t)k@~QzG-qg(0Sg1cWIi^X!@za| z3PcXR!i=#yFz`4XsJ~;Jug5Awed0JfB`&J7cwABPx<9P)t9(@sJ>uwdq}{mU zwr<0)=x#Il$bfYFhbYfBSdiX|8_({~aIt_P@cQJQ#loKBCv*|nG(26NXKCw`D5F%$ z2LClos2i6_9HVxl*oWEGyOQO88=OSk0yx3CLX4#hXF!Z5H9v11NJXcsa<`~2EJ93- z2^`R$bY6Kq8okXq4&GGNI=%SbUK03?jqDsZWMvo#rgE;yZiSJ4hIdwflkFsc67Sb# zKsOU4OKs2Lr$7Mj;6ow2Oke4h9!bmK4iY#@yYY;_ zX^;JrS^IHAwFYA;;Cl%+4G-LE4~3P&@pmwH_pd@!PiPk{tnOz-Wf+2=~h~q@v`vR+Ucn6lJd5hu;E>zJO`?)WGlF^Wm z%hziP0{P{Jt~UhId1|d=T->e3bm7JoBa`j-E&P=O)>+`oLG*Pi7zhU?0zfPGr3yuT z;w?%Q?EaB=Yx0L&3uC)Z2Bu+5ij@TmM_Y@RRfFjtS+!;%9XF_DPgU|*=cAe3M0bk` z&FKJ^30I;J1INuSWxo<>vuyj9s1?b+DXa5yQ63_z6zst4t4UzQfBv=A0a5ANa<%a1 zcWu7-tu~pS*^<;e1(1G0OQ1~8-h?(nky20?BfpNm-X%bdq99g)c)6?EiCaT;si7{h zF;ym6eCu9~Amzrm`A&Xx>fq7eZLVKFT%t&;s?f4YRjTt(4;%Y$fr7xdP-1WxNMfW4 z^Ps-MI*#ob#GPgCZ=SsibeOlij0~;!GI*Tp`k5N9*;7vSejJxU!+?&j4BdXC@1g!q z^jqe1^GR?pSCR%O+fflISpsExNV4Z1zA>+9B`ZNGk=(%5*3j!y-5cG8M@;MISo^W1 zAJr$m-}@ebkVj`Menc;P{GDc)XlMj2kh4^X=KKp}j#H zbS~4Pa9i(?;f&k&*?#V^Q?|La__?Gkb5t=7XWFP^b)byh0$OchF?`SWiyuQt(r#y{ zr!=`JJBS%i#tf%%hq^`ck|u;M%%5`iFrBd`AmfJJp?0oazD!Z|7MWvA4@k46#^7wS zqSYd^+bwSwgeh!V}32Fuw|SNsZE zyNXH&yrkb=fbY#r?}Ql0Gt;25VRsie4nswJ$=}Q~{e116(~h=jKC=ds;(oJ>1$ONJC^%&53%QAYaIm{A-$TT< zvsle9UTjiDsTGhXk|z}*BN$^`g4*@ULlob{MDP07&}E#s;gv5UuBa_WY1gOUsP^x|P8e%G$sFkRH3VQr051^rE)|4&_v&fUnXkGOp*GfPsC9kIN@+%=wu4BK1DS#GQMyGmdHL3}TxFt0m~zk-A~}tlmJ{$rv@bSt&m2WPpT7u7zO!IB=yNX>Yaw;kofOtiGx8N6s(~ye+n^1 zU|kg8TN$e;T7U^wD^~RkX{&PYkRi_!K13YTVYDrd#%IUpeJnmKHLujZh@Ash0iow# z$t6;bqEe_4jAln4LfCVj8fCz{cKu%NVn1E};^wl*&%6#lqgkWn`q-X2B%u-32fB87 zE^;Ug|M{!Br9L*PZMQR;6WnT$S{89NBgJHJx!Jp) zV15S`s`x8ts(O4}e$cNW9??yw99hu@Tcbj6%*^K*;t8<v1mrJ090nXlj$MkVG|sGb>^aXROFKsHvYNE8Zo?6VrY}vMY!P!w z=zVAB1D|HpKi8Va3*Ro8^Z@?44~xH`6)$~h^(Z=r`}{oM-QU|C14ZrGkP$r67(|I; zt$UeV6q2N^O@l$oI0F(Hm{filT%~p9Ea>LjupZ7)<%FY$lKK50no_uthz36ZTF@Y!2>I}#3k&-3^ z=n;we!V*$!a8l_QPGlV0dBuY^-f*~l1!5KIZ>wAM>qCFHCx;(IivkP2!T*k$8z3FP zL4g#aH+#F`3#8c)_-Er9c82p*<2VZVjOHGt5yc8m5afv9jzZy;EhFACdv##{0;V+R* zyY?WV)Abkjt03Dn1S+iI9q~Fo!TFv1+_*}#w;$}FqUUO^SzJ7}uW{Gd3zxT9 ztsIRnlz`gS{p^QjWr65{N@8Mk9^e8a&W;W%gzUC2(R)&f*9^Eg&7rd}-GzE&q_u50 zR5nD|l#fM@{kV!9R7zvMVSQPNV2e$MYh#JAYF;@T`~7MoZRqLw%jo`}d9L4!JDs|x z_>?5x^OjzmNO7{yvdY|~djREUH-A>Hrpya4Ix&0QZS<|W1=BYqQ@B+Csfp}DWqo${1n-ZM~D{?Ei9{DFvU7YW95#^CJOq;@;X=Ii05{-=ugi(RpH zTK69g_I2UbiJZL2d1Ok>s!0Rx>%2N><{2hr*<56t)NJ*QIs54Ed=mO8@_N*n zrs*|qWwOK+H&5ar$28}-%s!J~b|u186U>5v*X2}@gHoz}6Kq*LYMrD+`F^9EsHQEe zYgClOcU<<qux2-e327b~um21rb{VofPUE6QmWw^*%yls{4R`TlLb43wti@(Mumn>lBDQpPl)i zTRr}FV^0u`4(n0H{wU*KB{3VG95K(PdTkI}kGbPgC2uwBkJ1$(ede~7zh5qX&&*`B;9?4HsP89i)&vv3aXO5(u8FZCk{Jd}L zu7p6zMFXelu>cgUl^NDlCsdHOO3R8azAfM_1cEa0qhQj<<=AXeA>LZrF4$J z`Wc@beqb@TubA*f+Hw$9Ip_Cg(V=K-N(<=p7{JAt^g}O^JiZB@$A1NXp|phdU_VoK z%PA$r#W!%nK2J}Ssw5_%twoX(u3$DW^9^c~-?_|d6^!XPU0s%J$KlXHfH1o+1%GV- z3$_@a1$_SI05dWK`m=#8$(O2hAg=qVy28!2&V^tpMD!xv`&rDQneQ+MAUy(c1eE)N zIxob1eLAZaTaDC+e1s~75-=Yej(qJXiu0bovnudp;y=U7A&PyDmq5;BFn+DpLvVMr z@ZdH_i=O?Sr&0SVS?$P(jK1Q(gCu@+MaO=y(Diuzo^1amiv#+VR==edjmYL!g5}AM zXjfeU>go25bLB8aEY@4%8lh%l4rrxYy!KO17R9^Fzs9{i$zkM!01pXvs-fAj}g3YRt550KatX=^Y_uz?0x^8e0(u>B7X zGHeYt3jUq#e{ql&M=+LuG|PW*kd`k;FecD{e9C`HAJkpJ=>Cx_|1~vW!m%^ai&;83 zyAZPdLtSnVLGb{F|EG&$r?#dtjwG`0mi}x^1LICrbvw0D9}@1+kY5x?V3ZKzch;G9 zp}FJhp3m10CTUvNv)Uq%3z-pJb2WT@e4lOA^ujQ8a>do1Q2bxJ-mZW}8x5`LRRRwksAiIm*k zh)n=$VvMGaYg-|6V$KiaO!+q)B`B!^m!l;_U8Q`c6Xmm9COEGt$`N71@C)6)`yY>% zYzpEZ!{EBhzZ-$09`Q0>)djTnaHi!~DTo%+HiwYHg1pu8O2`Ng_gbtTC4BSE4I%}T z)n7m5Zgh>xP zw&2)JYAhWYiarb|B&uAZObqE%0;rca%pqvuKXE5Di-Vn6{6&gcB)RU>K))%iA~FXG z|31NMWeZ8|{biZkR!C$i+xGAk$oLhitoDJZ{Bp=oNbR5){pWnCd&O7uEeo(E;=wg` zWSKuGO;kd1z-XTR9Vo8&b2~2av&pYua-?WGX#yDfa_Z^9eC)YhOhSJW1md++)@|Uq z#@Kac_WNXQan#0&XW^KJrO3YgY@#qG=#ptQdFAkeDtx0dIzc(vo>f zC7Fy=kjSu>ln6dPNRF*@SI`~@D~-x7)WPL@&>d6@Py7v&#;^n?G|(Z%6m6-{$DmYz z=T43F`QvWgy9dvdm71gt-H&yuh`PYuGv#1{$Ly*3qyQsHYswH026HJjA1@ zqdS4oMLw$J9ueUx=&Fx@p~$*Hqd>8p!^4|wb3PFv$u2d*VA)m1wb|)}2~iusn907G z=0+(I0v$~(u}D~ePcMQIEJp~ zThXvgDg^LGDFH!K#k+yp%rZYD8Jtm=zli?J!K^Z6q6Q4t*!6Hv(337?EDrR{Lp-9^ z2Kd22^Ztx6LFT-W!aA*^5=YlZv0r78`*aL;%;5;jqi0Zuj<9GbNPGT_m&WefsabL- zOcU?~>?e@ zk4Na;(xwq`*V7kqQwD1A%5MxTgPd@7p_Et&#__Vz6ck{e3H?EduYL#Qc7)N;Ie@(}?r+3t3i~Rn7^n zifa_e+5jl&Q4x**nbGmcdx_b4$$27iA7dL%v%9*_V^_);Yi&4Wx&C0ZI z({Pxx;FJ2PMIX+~I-maNp#a#jahr zuC574r3!~9(F?*@eI_Xg(kh2hWdr#zmkWgtU}&Ah;FKkWvg*5JZ_s+l6}18A8H+PU z3lJ8XQr^auG-1?s&Xwo5KFjTV>9_HAjJ3-zw~MP7Xf)KbMzW>(qRJjP$7xOXHF~v` zfA!I*A8r@zls2pLyD4@4#?S1shmIe79=t^~z;J8B(EjRbZK9{LD`KG*jsU9BXs|G7 z&^3P^%;f9yHqxjYqR~CPF4`(>(UEmAs@)T-)lb&dw>Ufa`snPCQ8~d{INmK(c`3SD ztE;yZCx;r8VQL;rP8*HhilqZZtE0Kh+`UoqUuub(MPo2lI-PT_87ghmBleLQWKT0Y z>NX>%w?7)FsBw@uMcVOE1A!fjt2|b}H@p^d*|K#RzxnZqh`oZXC%Gw;Ha~N9#4dc`1lW>Xm6I=@b24)fwqfAe9>;!k@l>2J5+5@BaM6RJs=PBmsUUI&6f8J zN~ay281OJ~Y#4jATg{IDyM0%jE@UtP^N`<3Vb5pdJFLAIUM#_3jHt~45Uq{p$ZWCk zNkMQUnedC}tQm7Xn&67-B>@vHiw)NmX1e@!sio`3C1RA9669&yD^e z1c&cgi`ScvsIk7gM1Y<@d_6Kt+F&Ra&PQxk1D}AL$@Sv!^Agg-IuQ|ywjh7O62r~S zNc=pUw~l@@4D?3N`$y<*0S7w8Zo)H-++Z392F7khE2{c#2JlQ*4c>~{l27}M%#j{n zgy@s@lZ0zm(M44LelW*~FvN&-XgAayd3v{dSKJqtOg&eTd2zaqQ8eH!Y)P6Gw6A2E zg4;Yt@a_GLiEz0aB*+CO(1jI3rVS31iqt+}ujTTde0-5{`wY{artNy&f|ZMoVBa>i zlbPx@%lsE>A<$kAJ51x-$mQ|Gh7p*_12z4w#hO zXiCQ$_hJGnPu0i78NYdo-DbfX#YJmy0#}VI_;DWwT7d{cHq3ylcj%(;WQ11ykK)q< z485;@{@#MpJ1F3mE>JW|CG+j{cG_8LEwqXP{|*O zQj?Iq&p@!`Acz&Eo%Wv#3@lr|C{>p~)jQr)6(M(JTI>-%oy#k4E~EaAVF&MO2^!=n z;0&7S)8nFdC*4{7MxW{9nm9!jftKZ52dJ)pVzUnu=C#Voto)mpP&%nUC3&sPhj?2z zzwUQ%3%7i>R=#vmE-|nrEU1Dtwib z#p1hD6TYn1IDR6XmQY-MbMf=V=+sAYmc!^80tUA}pQvNp1?-~*UmroeE!j@RZXxI_ zm@G~E(S2Fofr&Pju(3Z}oF|89`5wU#Ed&w2&JAv4L>D;1rX1kd^Hm_@Gbh*f){t5# z5rIuaExbzyt4xHHlQ_s?)YZY-Elb`Mkuf{Tl5^&=QxnN5TrZ2LPpZ|I%+I3*{dwQP z>c1H#iy2zZ^~WHtNN7Y2>pIaY$n5Y@Zx3X9eDtMY{^=#v1P{8rr*Ev(iyvoC;@prr zxHQnOhSuQL8rWB~FlwKN8T>C<5eO^f;J{h1|Nr!KF0(h>8M*TqKb&=(iU)Rx);Ma%r-wTIl(Fzzm; z^p!ZLQ|_(emymTutr^0eIBw{cS5Wc__y@+m(h!S?}&g3LN579Vl-FgO13ucGXE0@i_^e8)vX497?l99!OzgY44 z+!@?_!6+YZ5M@u$ZXb61$4a!{3dYD|gqv`xEAB)Wc^Y#h82Lmk+(l+iGgs%=DKNe) zZEVnEO`Zbk zC+RCM&-Zt4Zu%Tv%c4~$wx;H1$tLE(?ToJt7?#IjMzO4ulub08DV(m1v})km+7acK zRaU*)4>D15YID0OSHt?z&_~jV7R?7$D@^aBw~8GQP)D7rlUrXicOg;P0EhHsvre{by}7;$$~5H8nG1 z=QJ`iV&~-h|F6)cSF*Qvfnof2gc7}^otZr$(|?D`mY$}B>>M2Q>X6!ugv^9Yy8q0O zH~=FD>;L1XU|q6QP&>jJx;f%I+Kz^~%+KErhYi3C{7(G46mtNc(N58rG+e}Z9XU!d z&?|qa)eo~}J79=aQDPTHD!!Ru&XU`a%aYr6-mLg##pc0ee%D2B z?&C1^r$nCjsLI9d+BtIrI9{seZ5~9x49=<}`PEOC?Ho51M&LZkS^wMlg2v0+3@L%P zmV3xZKC*vv8F8NWV48gj2_wr!R)ASuXC2j=*y1oudaSt^ zYx293vt!zp=2n0&($*~vpYT?ECRO#ezihLS6XOS_qp0g*OR>HXkP~g}nAy7PonhHO zq2!1|QW;jLDP~7qeNJ(}>vprZuEZ!n>a)@9Rws?#U4Oj6s{a|?Y`9A@-1xWhjM3L(8)(@xOPfil4 zJ!5?`{Q;4$n*PQSGzUe#`I|K1g~-rJgyH1CW2xZj#*XpWFaiRXVGvi@26a&oG8 zQD0j>n!bW_k&8Lvb(v|aV_2;ur(rr~h!;P{X2vpeLcHYPTa!t1O1$jfSu>923^_}@ zSzlP6O@CIrrB&99r#VN?!3mfv-uhCTnaIoq@+6#$dE)IGW;0WmxhP(F)3yB^O|^LE z8m!5u`G`Cf3vilvpCo_S%yee1l4syd@#@QLbr!4F$%W!QId1)I`kUf?*L3cRXg(p& z5%1qWTmL-$ZSq|4BT}rNM_(g;biFn68=Df2PYGwU#HG^L-~yWccn}ZaVLZyrLUK7C z#}jyx)fdR8$e)rgU^QN*UxbTkuHZGifgiKFgnSEYu$KOF@htg}eOK&`G4#b`edhE;eZs_IZ)RR5>+>Xz<~})|yqw$@`{4l8 z=fhxTR$vLuP)x)m9Kq^Jd`P4BLKf=vKc3Z6at=tq$K z##iY*^fAB)R@Z-!n_+WoLEk`bPkxOYh0)jnJF>c#+!?!KckF?^n9+B^dKy7JhWc#L z=g9_oy~5Kl9mnE0W;T+uF$X7LE>2|Tb@C+CJ7NaT#97Sf`(+bNA);szR-o<-3nwj0?F{tMy z7WKZ{L+*od7>|9iA2WMV|Dyh=XHAd19=&(SdX)5U+=2QF^}YNqSDM}ht8g{y-LZxl zeRAs6u2+BcI@Ie{cPs}`pRODE%m}jnhId(gk9+_%zmG@o7&H20uE0wCfKSuAPv_6! zdAx|1P~TREQ9tu4UdNlLZ<(Xy+kA3s@_l@Ob<7+iKf(qk9qOLB88hYNmZIt&$JaxCJ`)7T3=r4c&0B@nb8TAdK*Pgzu?%+LqfOUM@ zD6+oA^!jg!tx%6c8&=PdBe5;&`$cz3`ffc-);&@hW}xnQGMUl4sS|d=ZWx0-nW;iO zr@DvK{pUbTVD&s%_mjGN)V-qa3{#l7Kpx5G48fr|j8(l(5^*>tVKVBQs2cTJnv5x^ zpQ(T6;xc&@=HV244)dA$h&&Ywa2ig>fz0R*VGt%@24-RwGrF_7hPscsA%4=e@c+lZ zOthIPoM zD|iiS@ngIte(D$DF(0!oG<|yL*tF2hJ)v1;p*eY>xv8O(eradtuK0NcVN-b4ntS3G zEwg-I{7q}a)dNju^MUvWYs02ujWrL&ugtexCw^^CxcZB&*3^sts~~KCQ(?^`@qd5& zL)d)V5cmQ5%r=qa=b6`z_`2TWY^PeR&jsNvXaC1Z0{B$z(zfY|f@&6ZoZ{RJm z#*@Ggza?mY#Ts9NsK16y$HmsPlb}F*!8~B_%~qMheh&$j|sz4q=j(6{SmjDQgEMu^o6kg+5b6~M*8&MhpA;Nt3RW^9Mxxq6_l9Z%Wj`0nEU8e#Dj_4WCAzwtKD^2MCnsJ+Zfv~lt=0gRmt zb@YC^x_8n_uI6rve0^4{z7FhZGn8D<3(=WntAYa$V*Voaf-SF!T%Y%+vp2e4U!LX; zn};gwtN4PmUY4IX_eh>>KxOHcPEq5~WL(OxcMIYDm51b*T8C5vfbQuQ_rN9=>sJJO z3XpZw$(}(M&y80?vibFT-*UwPP;usoQc6$XhrpS`PwpdZ4l2!OnBY?1qA!0ZWO%&?6TPdK1|xGjiFEO~8>drO%0@t)?`7Ld!rTx_xhTrxWi0%;f~ zSiQ8aCRn@UDhOr*&9nb@U^dZIjBAwo85{K4rj=&4Tsh)z$qm%BK5%D{+|k z?_ZhK^wH}f{!fm^_FwK9L?km-V9BLm$rMLButL?LAw^fgA{m<#L_i*aktR~~+bKFQ zjmYYBmCe{`8mr{``VyJ57}%zJXwnyV-K^fnnKjKCJv^%!M~l1%+HGIy%UI4}>F4oN znHEExab?)oj+W^rIM2%jKi-JSEleNEg1$mk|z+P$o>+up>GfU@tbxPMDG51QH$k< zC4T)INpihS$IJ@^(NPbWJzkYH*cha9^Bg9ZXALF?=~S_=#&kBQ2&Mnj z;n4qf5QK**?PePlH5Mn6PSMqkryv!^KMzUWTBv&mQWuoZ=xVpQRWwlP=sv}?ZHQtD zgiN(m-#RS=HW}U2&6}e~G$Qn!ts`NoRGM(@x~ao$SbG)IS7xDx+c!4@8QIbB@zU84 z8Z))4EO5XwjhAyGBh5aIt@qz|g@!SkUk3)V@DvP!aD08tz?l5i@Rs?xT^Bvrm>~=V zZbwcgp-_7Xgq*w1{7A5Vmj6CQb=VAmLWl98AM&3C`WEXvD8`=DINw5v#IAo9yS2z5 zCY_f%unH{Fpr^w06Un|}wMq^cB2Xy81aw+X*-90WaSY~X+(HNq68ob1g-Je@4}$B# z1)f*nY5xfP@p01VI4J7!I+N^<9yPxw~CB^my_)%*jd~Ie$|B$3p;c zjj>g?d^*4n4phD24(|II0&YyZgo0X))c^1Ngh;eFbk4Y6;8jq5Cs!Ecs0iA(cMix~ zyS9tIRI{{_A75&=TF=biaKpk<*SQu&T@4F%&XZl+a$S1I%CYIfu>n7`S7W`sp7Gg? z!Flkd?n;Que50*?g4n@nE&lAR{?P+y6FkYXwVW*ttwIYtLDv*GdLX-d5aQ>~{yos> zH-LR09_UUO5N1~4gCp~V5{FI1AcJk_ow=uOj@Ko-TAYU{+Tnx zwFW=TrFNe(8&9E*ml1Rt6d>d)0wCQWONF;+xY*=+Q2D}`i>~)gqjvr{hxFzBJJHg) zeMlKdbIL@3ZwYbZIQta;WHkqNa$tgpDZW-5)G*|YJn?|cI=x+w%jP2wxs%N`zDi9@xf`KuMKS$% zvByy0f+%TVN%HoW4~gG!zY}rxj~Py3*ff6Q1El|(6RE8-g%Sp@xU!EuJ<8M@o(G9NQpKZ>QY5VI5+ zCWXy2DKk?FHs0!}P+AA4W1gu*%_AmSzc&q84a}C-l%jIr0%BG!gl^?{eBq=svLII0 zjNYk-mnc1@D&4m-o)U#@Yk%fx7b)z?UyOzqXSLB)QO(}FEOo9bS(&{x6!=j(+U{skHOXgJExqKBPBrVj`eRd6MA zkD^rESO9rYzC=EfO7{YmK7nFZUvnqdej4}h3{COto79;POvL`s-X->j}2;dHPo;*@#0lg=zw=VM)#*xFl$hMI69zKz#l{v2|$NNvP;vrY=bAmsp zZDw{+zi)OP*-I=7*Y3B9;Y?(I1OH+}o|u7Ap$BB=0?-6uN&c9vl+a6cXg_Ycq6bxM zR|elH&B)5sV;M~=PY(kaR0G0P@lbX(KgfCJmqiHEpA1}|1<$Tb7T78asu1qmDEE}! zyb_(-^TUPpv_5tkCI!anS+FnRI>kJ_akJ&!zZxp!JX6rebE(!Cn4+=GB^UIxwvX`` zP5=Yg8q`^=ruemH+zkP&spHlJj44`|&nIAt<^jCXxMI*PS&ES`?Pk09;@ExeE9ViD z%u{PS`MXQb4(G|L2bvBfge1z0)PKZln+`!GCItr_m$Fa`S2itX^s!ankjEGi>Jo-b z>GAtvau{+Pu>n~tSz8|t-xdnLqsR3vE3oV}2Bn8PfQ3^-Ni;^m43{uyBNQeFS@eDA zf;$-MtaV_212Yz`^0MmUZ$2GL|LjX+SH>^&P2x-XTtt2m-kjL6L!dS|A!E;Q| zt=Mgi)o=6s`D}I@7R@Y}+lK6q8U2S@O;x`;xjF52KeVE2^nWAx;!vLJHe}|l{lKQ# z$W}7YeRBJj^P(vZBp}3`}#({1vjqXdBq0nhT}2>bI$0z0go739lyB<jGP5OKZ4|2vQ?5Cg@GVxNYgm!8b!!*B>LD@P8w{qSl$rRe&lB7XGLY6ua#vbI^ z=fjgf-WM<Arn58-$`o8}D!YAFZHYiB+$rS(R)tU`!iC;HvRFYFX1ljC2J1wX7 z4_y$Sl!&;vlwC%JUO%ZdgaDYL-?WTO=aK6(1P@bj$8a*Dq`g|;$HpE+=5CCyX^gWI z?fo)canEhb*0~FDESYM#c)FP+$Rga?Bb7|GFPLTl?Yjaf0)Pl{UW1e<9oqnAZX?r-kNt!33& z<$VGw<0|OcgmCiG&|%+Kyf9_Xg0YBlsz6Ge)of%azA|a zhEx<<`}QaAf@}yQco`tD*dpU!v=85+n&%OrEvViP|9$4z@QJeeecH$$x#V+xIrjvV zw0t&muUn4y?V*f9%BSp=1x-M$s`^E9=2k66zpfOiqNL_eNG6#(j>kfC(5pM6ZdpU; z$%T$WJi&d_`Vv#WVEjU-X)e-CczeCpCpYHE2;}LDWlx$v%p3q3nI6gXH$NI_@Lxll zZ0#c7y%VkBtnYZH5W&9^)+X4B*}4#=&9YYIfps`y+V9W0%{eLSnootuSch<7dOLUt zssFjvs7s|w;ye|am$S1iuIE0p1@{BdTNDR8rVUfE@z6I7nko0M9(6Df7Ff5; zsifa;W-6Qc+$MNMY#VC)sI2M=JDPLjUXU?V4G*|toq%}7n83jK18R36nm-2qYHvQL z4<@=Svr$8Li=rwY1Zsa=$~{ocJY{d^c-+p9Wx?a(zLN01!$RFiBpDHMEtFs1N@Bt; z_MN3-@f;KHi?M$X~gz7_^@+fxE>N+IRysLi70F~J6)`sKr0?K{lm$$ zKW=u5SOk8fr`!m&8OVVtS-dgOKPw!Zl|DaY7aQO)0*APH;*V+%9qTVkl5@f z&59d4c+>kPj^a6Hlg_w36cnO()uTGN#*R&_7Bv79<1J$*;yv42v-|R7>?H>*E%s@S zuejVb>_|)ZouAK*=~XTFQ*kVeRL~-=KBSCLOyu1@{Bry`Ar6n(Txj5a&wzh^sCBcw zIk}MFXD_Sa=}OIRmkZQ#FKKJ~G}s6!6Nbk|nkLo>c)( zm^VOuT3d2%M=H#c2E44-Mhr7B6|yN!z6KtOQwnN!YL5ZF6&X%8ZMjCa0&mwJep|?g zydYq%&Dl}zdl%t}B5a8S6O{K<9iPC=^4Nu(cp~wPrG)<|(Le+E+|G+6%5>;j8Lh~f z(_pO!GD1o>{xO1}gyx%xt6iWkTl+0afinO-$$Z8|3uIIlI44Rp(lx-FX(}!%!GhAg z%(_S^weM-QU4KZ<7K;6t7v8+0J(eD^%xPO4CSAksGIeg3Rn#Mt{r*}Y`!>5)EI_0u zbr~ub=&n3GH^#QXf;i!<8HHMKAofx`BNF)H7Z26hqU# zghBPPYumGAT#4QQ)TGTe^BVZK6RAY&Wj2NXE?DZyP84LV204{Aaz`hiQjcLi{ZED5 zlE$U=4jQcb{*>^^b1FF@8*DU?DlaME?UYmiX!k@4kpg+VAJdcm?a;Pv?|OSy?_PUY%7(6b1g6 zP3jG`_O=4HM>$ZLV&*Esxw^S4f)io(Z&%5r=n|J=uTH}O`@muo*c6-yEx<)7hnvnp1kv`m-OP(jmg?@vp;vsW(B@wn=jdQ{wO6ZGxSiT47G<*~Fc zBlSnXm7YP%`0f8}NZ59eb#SKJ}v4FC)hs@S*M6vZIsNEVLG{1U-LyAq((pKyFr$&cV$Y1` zl(}+4cy>7BGQ(h4!7OK1ytnVe&$`Z6J4uGvo<;<7EZPc6K;wzzdZXv&iltIytLpQa zVg-xXYtPH=uJ*P#D4x5Ddvp7nPe=R8NBzH5ZAH|lOhT(E;;+I**P14;)=gm9k}c?x z6=Caj=jfq^2S{D1$lPFP=BKX8wJ@6u&}{VU6>#lhGtMfb^lD8GPv0EB7c)dvt{#i# z@ZY?;RmPKjG8ZSddUx1gM9XM9^FB1zbiB+F%kvIj?z*p+`Wj6~zZE|W zY;bB!pxN?_i(T)NIV>I8B>|lV=1h6#--R=`4w_7*GE83EY>4d!@ab=-Yq&MO*P^VZ zatOy*aC#s7MBsK#*{S*khmuJ(6lqs=u)`o!kshQ}`7-LEdA3N+XnsK6RylI$s)Sdn zu6}Lb6_z{j@2q}G2TLpwk!&2+t_wbTs4}u>ZrG_mv5^rS#-yu$Di)}hOSD}Xe5-HO z9vxl7g;Y8)Mis6>j!nZ;<631f>5Sh?X=ZYdp5a{CGO=&~uN3FHb2F^w+5h;A)ruSw z-4O#dZHb{M!i%xSy>lw{;7i%@(!$ESB@i-9XmN@Ne|N6QBp!@XjA-;A&Gj)4i$TZa z#+0!Nh|#x;`MH?+Llk1T6STDkK?UfT6&|o#FQG>fK7(oej)Wlfz!*1mZrTn)7`_NB z3;v~&kzhGERmsye5NcX_(EYH(9ro*h;a|*tDuLbu6jIiH)OYyBcBG&}AMp8YXm%@I z2&u3&p{nt3E-mrs6rOR)q-(eCqYma1lkU`4kwYlp_Mm||G>g)e2X1LXuOz_uwcSts zIa^7xBBw!PH@WDNXg@rQja^NE{aeFaaUh)!-Iy$4ad7-D$J2{%y{=6Z5(}z|B#N46 z+}eAT;POc4UcrmEC*p4#L`0Nrx5APw<`66s(-xdX2^KvpG;}`odS)33($wrC)^7Bm zzaX2k32wfkvEaWrG+7>1v7>-&?kGB}R~yF7UD?htwT&U#)S2MkfPUHyWtZ{r?R{(2 z&BvckG8g8>!xuq2bg6fYAf6&P5v~m`dX#N3oMA+rmVLt1y@dB-6cY}GqiSVVA!6_z z6>|smg?_OlfKypQs$uC`(U{+AT?B1upRZuMJQm?Blt>=bRwGM!v$A3<3DPVk8 z!_~$oDt6(@sN?zPoBt^|C-enP>{Vi$4l__((m(J^p3o1x(N1`GttnselgZuGq>sZ0 zoM?wJ-4Go`9P{sAbB1Tlte*!@y}o_HowEMa;fj$41VvcT?iCnw;CqP0cGfZ{xJyMS zcGSs1tq9j)yDo_;8WO;wp9?d;uKUvA!w*bLzkGS$V}YEeqjo82>3`ZY<1U*mJd3=c zcCV$Ha0kolr7oK$#8K}Ris%&Aw!eV0B87gmU&w?Z+4cR%<_hAy?`G_g5tPD8+pnc# zl+MGrGe#J=cu3~D?C>Nt!COie*-7{Pupx#hNNoBJ>2~4TtQ|n2_P(-7r137|#4ZGf z;VA7e&u_20%S#U*4SjJpV*T5y!jjGwzO%$9m}$F5W8lZ%@{9N3-kQ6XjCo9ZBD0X0 zgJQK#sinf6*Y#-UX{GyFSHg%s)`@hF9L^T^e9fth-<%$oQT7?x1i|mk%rrz(hCDDm zju^qo%HBvMBF#YG)Sg5>iyPCCA`LB7)U<)Y#LIf1LXu#I+JttiX~lsc%Z69OrlVY_ zXJd;MX~F)oM}#zyFD+S@IV+4xb^`^mT5^ePf(QX`BWpZV)eOW(TQ&8;3I!pUMXC~p zy4m@N`+2S0Ow#bu#lJeStn`6#Uihv{=eYYDT4G-aTxNjsarcHB$vbDd2(%eMH- zBd)Pg6fvy&+Q-78>K+}dQ`rIBgts;YMFoS49ONf(K$C9!ZqcqmNr`g6=p9Y%)PgL!e7)#M7c zc!3;5{$6*hVkLtA*UJ?_EY7v@vYg(A`$367_)KG`ie7~pbkRjdF-wM}?2B>Y6phS| zAs}KQWP;6pJy*w#l*xZxuNNrLuz3g;xCjGekOFyi>+UdFP@#jj$y?pH*nF(*&6qJN zP?4Etr;B4w1(Xym;RFmwu-!R_e3$yEd#Y#NEvB+bhOydLw1cPpgkI!{8Jy4GrM+{l zcKa;GE|^S>6<8X{k$f0->LJ^tBemazVXs9azLdY;_>oI&q@2n$=L7_9&Kj?5itL*T zJOh1Bii9>0(TIJqL~~1RcjKWlw2`O5<=(pQ24QdS1gUGp72BXH9ucOMKMI_tR}Dz% zBd=eMMJadMJhqE6kGhQJofBC|jocQf{x;cZ6F!LZ=2`IVRlZpSbhd(z{sB8)Bd*Wg zTFpe22=i8|O!&mQ$dqb%m$R3{X>kQcTfk*$ZSTMBb2^x`pd~_cX_u)HF0ig6 zA=$pTgkZrTFXF82h4$Vp6eqLMX2xDbZDoE=N3}~fi^buNVY?>?H?+?j5=*%J1$pE< zpM2%4!CYA3*sx@+`CX1TiOd%0Lsx1AJNjkW*fmx-+0m)g>bVsTrcWeDzaU?d|I~7* z(nHkKsRcS`vKwyW#Hf$lWEX&*4?u4o94G5tiI%4@G?tTg>s4M7`!VhHdw!kKCwtBk z@+`BYqB#SKomX%-f)!)zDQLv9I1t6~yR`e~gCJ_v_gPzv{Xoh8&f|iT`MxX-mhj0T*+r821B?~|M<&}wRMT5K^F27+I--ry` znfd6?j~jNXtu`bIXPnnbmgwOkKet>#p0S!0< zh1WQ%%Qp+SFr*G;3_>mla2m&3R8fdX1J#{uKcSHf@2(fd2y*_`^;|AU{Fc#X+kjc^ zleMYz1sN-W>J`S5E)S50`IfM*#iOGlq7Zyk`oU0jUK8`#nYnN6I859nM$wmcjIhU0 zSX>7AIQ8JPU;kftBd^sqCSZ&6PBVf}n*`MOY33Tfmsl?h#nBipU8}Cv6wcyOJxHft zoWL@Ha*#RATV+q9_tO67%CY_Ije9;{({A191W_kw_K%c&DgrT&n-^#56freWQBo=dMMmv zMSM$0%f6wB&O<4{A>sSQTaG+dq6B|PWs`1CALjdO(Ny3}ik>f|t5P6|7nHRBA4xfU z>8^~U)`u`o=D>9#GCzwqNK^05EisUA6=*b$4bpX|n}O!}&tFoRE1(u0EXgLx+m%e7Ru@H%P6Pz{!au|B=hK(QU>ehiy#KqD@9>T#lKj5osm6ee z^ViB?sMXF4hnm`q2m)K|h2TLnWtDHvV1q@-p*@ zxCCle`hU3spu{_HDu9ERo$vpqN?hno#S^t4_dL~jN)rqvQ>hjgn>U0**ahd}FVjMB z3Ym7TkSn>2R($!(`c29-WImbOSP+fap?i8r4X~(Sz7#c<^zyKFd?yWSz zrcoV%Z*ILC`0n%vV9a9pI=wrbjHbYmZZV)L{u^uUpsrJrS<*exKG`X4j=~nfHk-Mu zaKE#DQ%P4~YFp37B@W6#>?MUorGXv(Mvgqs)O-P#Co4!^;SeCp7Pi~9HMtamUbx#} zkwKZD-S4Dm8XJ5q;t52&eO}wkN%MqkZ*YK| zo*}HjpFnHR{~f#^=;;}P1DqVh@B+br3nQ3d#*>5uG|;li6b?;}V4EqMvckWUgX~`* zTEIzKs9zy=!NF@l@b3`r!0TV`7i%SY+(=MwCF%@BkCqa7Kvol(b9TU$9A;n#c5pkK z%#QiWr1c~t`l;Pij?QFqmoN0n2+hk zFL%vJfBdcjyHTk~G9=lLA?bn0K?2NgMr4Vq$0ScBkG!aIl&iBq!~M(j2m;8ePOT6j)4(losb%_y_1el z6lw9pM3^9jvY^So2u2*yh`sk@X(8M_|Cw5ogE74Gy}s zuyM;%dwp>a?y95G6!flQ@~|~GpLH%PXMNs`>s-J%e+zE!sx+e$DAhEeP65mQ$uud~xlg%Q$ny{)^; zd7fZgG}XxI9ty2$cIf|J-|k>3x~b?Yt;SnyPE}F|h+GU~z&s=^ebb)`#~BGPnd`EG z!fY5yxV-JoQTi);SH&4)qt_ZLH5e)8zbUb-MPu9hRwS!dRD=u}YJ4&JX3>4uhjy%q zHS(C})ZsfUb^k1#(iK=0$<4LryvOv2slKq|aWN3G-CRFklF_woYS7nlrL#|S@pCSS zu97bSV(>xZQ79JYyz!*EUHjb}Tc3drBV(=Ux>tNPpO_t5E17|-FAB^DYE?xH>JCKA zW&3-0B_0IPgKc=re38CvS+wRRCTI=I=uJfc8$5WKSEwC>e}l9s@h-h^^BLR9z=T7E zgZH0{i=V5^*GR~YBpc96wlh2amjU}RwrJ6?omup0F=c=2*JE7 z;V!NgP%?fFH4{cnW^-EVhJ$vKmVVC(Dnz+|bjU&LWN7+Ykk?Ob{l6RM!(IE7EyqXkp@Mtln3vLuCj0 zgi~0sGCwcw)#^np4gdEFfs1mAOD)}ThZp}pdwUEVQqR^T<6u9{1(Y^WlDgx6r~%F0 zm@55bl=yzKHL9Mlzh4(X+%Bo2L0R(*9Gj6|p_&)0%U(^)@S?lD$<`mU!$`D^foxA0 zLvUIsgU7koen6QAU+O__3R?p?kxlYkn^gq<|gU#0X9x74jGDhyEaP(!MC}o6>nn zybnt)M$Sw*5&@eNN_|yhm%YVNlGR>}w)4(RC6ze@q)~)jJn-xk>epoDh@}ZUl*_m` zB@pR8^jvibmKvRWZd)5sun9}4!}^rEMsSSog7fx8(!qr5K?V;ER6;*|s4UdFx1!j$ z#=@6HHbvIR4^y*A*wH^+xY>%^4|3d`#x*FvAbM&+IH5~fjUj741C`dt`b$Je$jHPs zxI}h=FNE{%cw24v_?m_oZ}WvSrb4EPA6`-8nGag9Cd=AYyT5;~n^l%Oi3M#8(?{=z zPl_j16#43iMpl}icuiNi^)c`ArVY9h@{goG>>=CdXVKX8hlr z{&WWu5L%Sx)ZAUR_E|!Qt>-S6M;$@Owi(b7Vu`Ve%j2#sAz}&=g)tK&(U%mO$!J4a zF&mh_5$ou!GfTOTfz@4IHbehN(Er7nkaQIM`JbJPvjlyZ++U!g&s~&iinLoY?+*@r zk*O)SQD#||m?aTy51~#ZL5o9vOaqwQ%T&YK#;KoZD}8vF)d~4=v#$&IX_?W$7O}mT z|3}9c#16jx!2g5efeI|aXd>I5TFx;b z^Wl)ah`0hC4uDV89s7HEP#`44H&7M9f6f928_)lxi&J`b@$0RLpZ-1KBp$-qVO2QY zgh7($jE}$c9O2xb0``#r$Ib>1DcgAC8RDe(S06c54^0=^hsKTR{?>Z_pqe_X3|vg}1a#X#+sR>qfs{URG+098(0e-II|28T(opt{FZoXwk-tnq zbM9uGQGb(SNmky|ViogwUO9M1A$(YM0_-0{*kA`UvX|3gw~{lwYU|Udl!(rS5{*8^pwzl&D`*CDY9{sFYI&E1w(O7>}uhxnh}S^D~1hW+ErtZ@X-`2 zZv-=-{-tL#jqiFPK=+9a4BEH$h|34L{EYt5%3jK#g_KLv!S0?VO_znEHL5CsYYASB z6$AZ5)`mdv)Q5&;BG@kF+rWPZ`LmLPL77-q?Oo{*pnx})FH6W#q-RYlPgfuQ!G2cx zLZ}<_V;RLicoBg!60h6%dB6%@Fto`D8i`X!V6P$R1yrxU;tD3d7j^Ml2i2V?ut@IF zmVIUNOH9kg!XVSwOpaTMn~BNY@z0?yyCTctv{ZwmaPfwfw?d8VB#zTD1=fSib;Q4V`v!v`G^6q=L77@bh|_*!p7YejWMOvSsk)cz1fq2QiJy zMEe6j8XntC;gHkz;bo|0>vKZ#;Mw!(wgvEe*_k@?*jqF7$20tRy>!#eP9M&k9QWd^ zl%%IPQOdq@*xFbjc}9@>+gEURY& z&=>J}y9Mn1dA_{(zq}Uz3;G&g!gos;w{co%F;5vxP$4xVkuZsAGmAy*qi)OPu*71> zTd3{pGmFKS7^Z_=-s1)NI4L6>rtp>@n%*aQ4Ejmn5&c@*^{vl%-@zSvA8qde1LSVae&b7Z=9xRmQEYO-s5VAS_oRp=HiHb;Az~(p4gEHt8$&XZq zxO3-ts|6Bx5XOSH&pKQHr7IKQ@P~)-tQo^JW_YVV3q8=Levkq|gSUSH1lW|FhX$ua zE6@9mX;`zl z_zD;u{ynMiiqXc|!n$%%t1>yCwl{?IB?qsC-ygiic8+Gpu-cD=Gb{#B#jn)5`s*6x zIY>(R(}l6UIqOXflV%@ZWlqy!nIm4BYm#tfJ-VNJcW>V^rPpA|iS8QDii$3_&^1Ss zr*pF3CbCl_*7YABog?@Dsqk#99~H%0D8l|OkcrYtB2VI|Co&(z@Cglib#$0r2%j_F zkaP>((J$73XoOrgbD0G;ZGE}4h9!!+l*xA4*1COi)Ayc{z z!>c43i>V8wy-HS%2pPBp{fd}*n>5-teO_5#FPpZusxY<{AAiYp=u3=o%MsZ6m_U*= zECJnn6D^B@GhRVn7YCo6B_qa(&2yp*g^H_Q$HreYQk>weoovQ#bSGqImqOm2`Wowb zhaGE_#P>6~9j`z|S8}H^c-dgEA%jp_-OK1Q{7O{LW~2$H$r2lay29vvbIe8_qtYML zH(oF0)?Spe632ch7nwcWlPn^taz_M#(qC&@WUFHolgMVll5r?B98rH5o)@YJ47?}K zM)ovJL2nS**`yr#jmZkoVlAua!E8efI2KATSR>B7u1|oy(p5R|=rhm3{o1+ZDpV{| zlRZt}am6j{r@e6Z*_}`Z5ombJ2YZ}VSa~C9Xq%@e=eFhgD0C-(VfR>8bSYn$%x5B^ za^8`8lf`OkYxjuF*y@(R$#lW& zVroS7=%&=F_v@5z4^s-z&|hgkBe6NQ)iHGc)B{$6c)dP<3sgRGhmlO&Ep&~U3)rN_ zy2rTP)F&GqWw}VDz2#rDVx2y;j4OBDh}`_%QDa(HmhTc~Mm@*x=wZ2>d!65H$Tf{hp}?RkuTMD55BspPc4m?7FW_f+yAbl%V;|+I8{vpbHyKz1 z>7Y;k5KXeWr4^V>bv=Vx!js<6aQ}{K{?fkQA2f15M!Bn1tDIqXK=Y``W(XPhGn?U(#GuE|@9E}+XKSPTb&2H4z`wQQ^>8I;_W5+^ z0qFMiadC}4WQ*$_&)3c@3hw7*Xa>$A&0{mskFtz;h)H19Hwv^nN^CzO7}i)%$77sz zh@{>3_T35lT!tQsXf-vJG${>oVs6`o&G5p12`Kfs801CO&%>TZsDoEq5--^43JV(nlLeUEdcX|)0}IP zEZJ`~&QHnaM!HC*px_^b*e-4=b+X8+oaA2Q|5B9q+PpZI>nW-V(eO6P5klzY7eM%) zagG~vbm0M~5ti6WAeCthIKrNxEur>Kqd)k11kmaUAKc*?KY=;CI7h#VU&v|2S=p_$(hzUd#;3vCEye-NOL&$hXbu zu(X?0l}dT87o3Xz2+$`A##&V$F>)2iL4z0IWT$mzxp$ z?P;&6@KxW%Luc9fZSEX9rpNM;5H#&eXBik(-V>(fOkCe_0$*PJKhASg$J~a!lM(6C z9{I)IPPw=GB0np(exk=QRq%yfOT&Ny-qj+=w4Xf8aCHF7R!@)D)7@E5tnyj`Sc`Ic z)v-}|fYUSxMPE?tC*L1$@1eOY!z~I)sl)bnw?PB@>!i0y$(W{nVV9N528IDs`pTkf z`}B1b$a&_r8NDzo(7FXP1W1fx*?}4PyeD| z(qHg`2?)3)lsiBE2aEInVBz&YSPc9Ji|~f|kwK4BQniEK1+micAt&??r-J0gUBAa( ztDCpZXFr4S&?WC3A`?EY{yh{NScqGF=D5C5z@v>9rU;VR%q_b!hT?yADy6}VG~*#e ztEMT)q}-an1A3Z7s_uHpX*R6`|0;qNQY+P9Gw3xf1nQhL2cpkgshfzTYbbf$5-Q}b zPfb(0grUtwBwcC6lrxnd8-zhry6I|NC!pNJ9^LFefOsm z))ZY4lFRX=&vWZ%xilzCO^WhJX|8}E?{>fU2bQ-uyHe-3c%`Y*R7S5^6|Q}qIf^CN zQ&nA9hDq7}8zXVEf$mtnZ)&DWZe>6oY}V(TYH4mmEAjEEXP#TlkqSY^9kU^P@logD zvtl@7#-d7De?61rt*WCY9Bb0m4s5$qbe^nkCjU2g0=PDQewl?tuy)yK2=!!aC^&j1 zm;|+EGFr_`4#*jvEs0`DFk-3^Fooijxy3*$7ae!O7)wu9kEYVaQqQYq>pBPtMu1{wq-33d5RPkgKVw_f8Q=~*?XW|3} zt)dJ^ny5pWuqbPtC^}7DAsKXjV@H`V@uGT(0Di0%4V5G;%Y-p{OxYqsTAfU|CI^;r zg7o{Za7h}Uah`vP<7Y<-hXYXQz5k1_{da%L3vmpqnUW$E>sa+(f%2G{8eE*Txa&(i zx2g_iqJf;1io_;a=&GDnX=8DpjH;<_BSqQvAGQ406rUfxX$QpEqV+ zXqWKdAJ)-Ox5^bv7&6Qy%`&6|DXZ-b^CV2u0Qj*4->SdH^G>A~E?rf{7+a7DjO z5~87_zA^Q&)qbMa0Pb=eY`+Z}BDupE5sKR502@x>lD?oq0)zp~7|jSnoOW7g`fq!D z3iNoW6ii*lwdVL(i<4P_hX@xc=2Xl(Lsunq@^vHnvAZiGW5`Am@fMH#T?vQ!T~`sD z<0cOXY@VWuZIW#1SSAatd1S3p&O8bQp4NTxk2RKjxn9nJ`1_2kixf|*)Iuy(Epo^u zqU@+RWfnBVLk9uWl40_dNlxwl9OfM*kaLoq;zN1Q+&@gxQXkSFZMv4!e2rvn#2dD-w!gbiuz?sk z;a{a=59DqH)xaO{P#o1Olx~BhWrpZlOs1ST?plSk03eX}OBq_kn`G57$ zRBicY$}*H}AFMWrnC@O~LGS;Ms&k6cELgU6*|u$~%eHOXw*OL>ZQHhOn_aFh+s5s4 z_IbGbb*(kVdWam65s}}VnfDj}wR>Z;k92V@MVC^_9nl_BO;Q*JTzJ0pt32$if7eJo z?vZplcHwqEY%i^zlMFuZDn8-$GEA7*7BAB~WKBduaMQ5(?-HWS0Hr@JmJUJfzb|e> zdg6y5O$#sqFh0Pzz>vDJSa=@^FnVjGp#GwGTzkcv3uykL1oWJQ5*J_1+vw~K?ua~F zho^kE6=O)%6OO)nOK}Utkbq(saAZX{&r`f+&cZbjra?jG{NQaSOI>sp?R|SxxBwxx zajIVMQedmZY2U zLUvHI0deg2@b#9E`*4Dmlz;mPuE1R42M@Q9oUy<6H1J=Khs#M=3F_4X8%QysVC{*( zDL~8Gu}vI6~gSp0~K17%A0YQt=Gh;=d}2DJ4-z znj`-Z%TFO4Q{2Z&7o?;T%L1W&La$-~Ffok5P6s1pqEpDRy@2AY2W~aALNbKZ74D;s ze!a#Wz@F2FB+MGZ^U%7x!VKkwz?<1AV8|npqbSwW6ih3ngGT{zUg%lKGOf>jrO}Ct zqV>7&jmhDPv{U&KP&VTQJdoL|?`z|O9>eI++K_6OUk|PeC8Fg5Q#DdolMo34a>+F~ ziRh?Uyi#?OgUINBH4-W1fF9Xu;R?yxg!2Q)5CeY-P50wJuGRow9|F~L;PyryXnfx< zKLX#cUui48A$BKDr)cwgGJ=X^_OQ`G$$YS)Rp6RG^gs|_D*Z)7kaHmAxMGZi{dEAS zd|^zaGtzkn5PBHpZscqI$g6)`WZN{Cx#$2wYQewFh{<3g$9}z z>NpIUiwQ6u0|PE>d9vAK4EXY^Rm5-bD=l}1Y|bmVd~jM)2H1v@=0m?7ZRQOuLBI4< zV~$Z8>M!QK&azKG0(g~$Z{E6XnXgNzzPA(NkpnLRGs7yzb*HpI=-zFr%Jf+J@Y%fNdbr?TZhjnO;NTG@@;Nf`=5KiIA_30w?Y>!DjAV{Z% zR%AgF9#njbNjut+OW_^eNA5B&5a0#atOxx+lymfH51pAmxIuJZr~@D*gd+l?<5~t> zyNY(_l>H7;+S82ErIo1we{e%ai0hURo}M_f5CL-_d<|$F;d&;+P3dKW&l|?;CrqHR zsIP_R2jwTZy_ul#tbjh~Zu){JIU;?q%bB1aE~~3CulhxR3V=AM2Wi0I{*)2wE$Yj2 z^UMM016OW`H<<&ok0U}Ru#LR;DS$T6H;QC8)sr^j^6N$N2kSnlx*~*ouor;y^^}xa|kx8DZpk+T?*Gg38&FBCQ zSQ!3r)l0M&sB)+!_wzgbi3i5E+^HQkU(PH4mB%yaRynm<;ml#E9%Vofd)EYkhSl6) z&$K(aUly2iWBdfLfalb1vcH%$-RSIAeFR6Qt&Mu-t!q)x(AIf0SDMcAX}Y0*7T%rr z9c}V2PPN4K+X8l8!_Ab%wGu+HHQj!7=uvR9cKQvY%gXUi^zFK-e_Eudd-c)t61%^I zE_HKT^z;Jhx=W96X?>&cfo^1fcqoYU)Q^^#*IpK z^V)KD-qgOwo_E(pxGa)eD{r7+&OC#tlVj4lbP}w^f5C$gxK%DOdo-tBCrOay;@zt$ zc5M*Q+}jO6nwa`rpWO{Uf%eQ1_ z<#EElMAZcu*i}d=r z?aYgS|ITB5Fn?yoJ?^@iZTY7w@HM!(qLQz%>F#;vFwk*oK3N4pm<-^`vqq7 ztqt#>W+C>fhlg*mw0ANNiqhRbW=B z5sAKXQ5#4AFcB|G1^$e^?RGg-J8Wz5;@$IoZS02b8~?*Ck-@dZol%-r{7mXZ)N~9w zn&8zJ9!-ta}q{+*{3Jl;V zl^5APjCcqxp{%`Qph);ki+Ny;?^Fcs$cSLfG9oe=y! zTAtwfs)+;V7GLuK;+aR+^#aW^<*9(sTJBJ#oXl2&!Imy~HATYxt!7v|)os-x#m_nh zvp&u1+^KI3FKFwIO^mUZe@G=@j&Zxh*3B7!H8oe-3GktBR&nEOczdcsoP;8L9;>^+ zVhDR)u6Xh;SiU!Ve|E#`UEXfJ<{ylE+rBA45LwDy+1|Xy+QoD5`@v=?z*lQrw>>yv z+fdWPul3XVU0^$B)F5AKQM5YpXp2!$^P}@ZJIF7;vg@4QcCp>eCzTD@nKqRzo))CG z5!P8%K27*V+?!}$;8%QRR-D}qM-v{bJd^ob(L=brjCQKzRPIB3 z#^&Z!UiLU%kh^F_dG6_0uETwG+J#vdR6(UUpz2%@l=^T`o{x!wc&` za_hRZ=%HY)FDXy<^tj0U;uoY|e)wpNx#lL^<^sFl-Y+4qi|nGa!o4ad19-qHBP;~W zY^;j8R@+6ha;qD-oWQr~x?DtW<&v1&mscE5W8GGDA_kySsC7$!2pn{Qhw9!(3DXKhYj%M=|% zt9x8!3}w+B9W)R1Ip~g62=%{DoFi*#ufe~?@hfY=6*HgdxjzSjsQN>!LVXkLSuF_noO%i4+RwE_ywq2Fu zM$F)0Zm_EMv=dDXGKE#wx&#IN@Dw%Bav@%JY3$&PT4mepXfx2=;5oo!W|HDym#(5> zbatfDU5Gu*-px9mbN=e~=w1`U(@1?1ZX7;~SU@eK6bJY-8rK+-q(Mx=ITo^9htx)ZaTIKg|y3i6SB6gOzT2NlTLShMK3TJ`@A~cA%j$}#z z4pNS#q?k{IUZdQi?$?6ghmf+`8nn`ip!PB{6^n9OM7yS(29PN!G6mz3#>Ymh(+*#;R>7!Ab}xuqX8)rEQxOsZgfw2?AA{ToD?`tqc$>Nm`} zbu^6EW?pf~9NbuOtL+&anV3*(5JgAAzbu2(s8+5F27staw=hAec#6G(Lze%Ftbh$( zJ|BOJjdgNzLXcLA77=yb>sq=*cN#b+8u=5D9&m~e{2ghAyl*`cCao4=d`gZWvcM;d zj$MTiu3jB^ix`f8X-z1k#5SThR1Q!~Dz7NSPA+;PnasK`aEFP~BI%*hNftT#H-VO3 zH<61e1cLno*{&qyR&N4=vFVQ|5mS2=dEkQjt__cxG9F9`Va2( z7=I7<3%fgdXoC8YDqvC(RwqH2U+f$i51xvI0vDXpsKVg$B1zRPiSv{lZ83KLBgY~q!9^XVG#;%wWM#bjwH6?UI zLZG5k;Bt#i8inY`c<&>N6GPGPO@sZjYr$x^zR7wJ-4ZReMKC-?Q7jB4m*(k9cQ3rA z0PkfKN^_*y+ffgM5pNTmxng51XuDx!w>$+O;eOalqPwTiqzPWDZq zwGSS(OF7cS7@YD*=^zwpf~M!0jt>~_0d>)Zxn*lvjw(w}We30-zF{$?tVNB>70ekC z@6EsZ>GG$1Wb+7mmfcFeShkE6W2JP4c46~4lsO&_H3J9D{uB)JPw8fbq)_40U9+d z%h;*RJaCG0`*eRo*BM8E?m@43}!%lWr@BV0ScFplUPkClX0AC{e zHx+X^d#I`wQ-tuaoaR)`$k7HnksGe3=*-{|%iF5RigLn6mu|1sve?X9UO~{#C|{D4LoA)5l65q!WQi1DPeLim)YZ zkfbn9hmDe+2wxI)j*af_>IO>>@)arg1X!39I(kClXtq}jAzvsSM3A27$^ui6($b0` zc#qdEd~!dzu)s>uxdz^Z07|cNHNqq| zZ#8Se)0!jRGSd4GfIABztZn`hOUWY`vg-XCS2`i(4JVi{(#b`JwYTGx#}_dbCK2_v zVp!9FK|KPJH-_TSAEqGLo4O`vsF+GBMz|TE8kZh2v~YSOnMB}$uk!f9p??Njm{jOIK>^r7F3Nnnq zfW>7_k3}!WZ3k6dGD6JBD|ny8(U7vx2e z%c8S!;}S7FB_E_R)<(X(2Goi!rC-^K2~I{moo|#cZMzyIAcrs6ie=EKl)RChmx9eI zYUvA6F@)XEPl0paxxMNB_^@;B^#GSbpBiY(O#}!_Z)3weL2vL1s%R6QvY_ZMt0iXs z7O`HU-XD^m{e&~S9i4z4q68WA^~6-!S$K%e-%xhTLFQH~DVRY9%Lb%_tL?_s5@v=#hdDGL_LBvo4Y<_OuD8`F@$ za+xQwey)`G>(N&IQyo|1O~$FgOFKFn3Wy7s$*8He0T#1IXO`4yJ%Yy*BFPhB*2lZm zH&-^OIBtkvA8ETu@P+vPQ|yurKoTw4dpP-|Ls-+6U;P}_LN?WZ415o_QWZ`Tm`!<& zq>^=?6PHOIcKpx;UbV)PJ9x>A<=IbxH#tVVSUIzOhibuAI-;fJFtW$qc}wQVi4a)e93;Y>Dg&j@kJUfjX^h#w0;HM zhsN6_ivLkm`!w^?G8&Mh!pwgxa*KeCpkg1+h(;uK_LK>jeOYJb)E>-pQ0UzHq6=(BH1P9_GtAx8GpoOnWib;KV1h;(e9Kp``EcVlNtCTbR9prbF(GH~r2< z9T>~3>D}~Qk#;m0KP4_t+4<4XkJURWlE7K5|}Zv%Trp{uw_X zf4pbC+c^K3vNtpho68@Cdrune$WAN%!3s_o#W6|n z^Us9o>s5#u7P;PXB=M1W!f5d~Ve(>CTY}YOZ!fI=H%6ndxPP$H}hN|T= z6y91Wf?Z*5V8#KkNB4~Sw-sVA;+eo@zVfU95$?J`v{&hd;-$^KscYjs&;urVl`9N>uDhPRS23A&I@b!7vIzjkrGmRYWdx(!-PoP|<1rQ%8sv${&_See?C^4hD%8CQbA_ z)Kjv%scrhB+*RTJftNF0+nil+;_OHrPJQl)NygCIl~1d?wMU%68ZqCFo|_32{cQL2 z^nUMVzHqBKyc+ueNShTF;mhpIkwW{u)mF{CaV`|Jb_q?NBp}^o&3R^TY3b5;8p*7M z_q50AI=md557`Qvy5NjCaL4C_L`RYot8A(8xVqwHrRtizpv{!f4g0pxkTh=h0nT&j zH}yVNI2q}CRA;5tJlUslx=rPIX-BeyRgO`z1I;pmTw*l2o6M+;;cmEBTJik@y|DwY7pT>cUiIw&LZ^lZrEeuuF{^S}Nb_+wbE<|*?0EpXk8ZmDoJ(){yG92hUv7pyxa{z3u-%_fynoPyTUE#5XV@%I|7)!_4@4IloTv*e?^(&Y-E?eSwcWjy%?p`msfmAa z^D$FXFjMof>0H<(aH6Y#iy(iwG< zu~HK&u{ml^-v<7rkjvzB-h2J`7Ct)xCoKaFHHY0%shNtI;g`1PcM^-^Zzc+Ac`|HH zTj@f{WPY#d^sTL}g@p>OqTd} z*3OeLIwNcERw@RUJrW~ZU2~i}fS`ao*@Y2CorWr-&`m-0L{Djh{#jT3i!)6o zb4ZI+6EN2#-XPvIT0h!2+CWkNJ?$O%L}Ej7LB2}1YPvdAol&h-t)bPVRo8G_f82Q7 zaNLAZkI{(HfYFp%pW2w(klLhPuimKMpx(4vzuK_c#9rT1-O;0ItL~sq%@h13Ql~vD zlC9D+_Q=0zVVx&^?Rq@}>8>P0{h0qT&D+(DdDrkOkTOiS*>y z7iNaY8khc$CDZ&F3+WE?dc6x)pn5}n{U}^kz~KM&P*J2nDe$$O*9!FxOXiB^XJ~kw z&mTM;yadtrF#Tk~H|Nh^{N0f;r-#+)e0pYdZ}fw=!%y<^<}`pIgOPF#+4 zVZ$pIst#Ry(c@BHgp(U&V9e{(@0zPE$;Ysg5z~ED`{~Yx_56@UK2z z*t3JH9J#&~g`Xlu|61&^{60CD;H^-%9}f~9|3zbK?h!R0;_DcwAX5-F&q6RA3&?7r zAm7fhkq4)-_)VR`4uhyAU4R}b`?P}(-HNtE@z7YU5z^35bxc7AY3;ogA;Z>QFs|;7 zu<;g{m9_we2D}_`oJ{UY)})GYinrFk<99suhmp}y5t=nFj8GmwkPvb!&-;6;n&)%? z*Afo}YVU7)uoONtzRYf@JB_0L3V^OW%-KrJsH0j}8%)(rNsSpk(D$EuAf^oIJ}@)0 z-VGYQ>RdepLuJQS|Ecs{jVUS7E=v%vDp@kISVmBRddm=_eZaI45+Kcxa^nD8 zIb0W6L@dFWR;v~I@b(T81J#^7Tt|oES+IOY#gWnTak&y0_xc>bXIRCynG-|NHGOs`H%8E^gh+!6o}yFf z@4V{V8=S_26Mk*V1RGAg_|co$NRY9kSGIlQA|@G&rBML3%B=X?sZMUqU=OIRYQ%I7 z<$Umbx$N+qd(Q)-x_Us{vTZ}BZF$wRl2b9A@hsnF-}wZ)9d>H$kny0gzJlfKaB_xSs^tQ0C*6 z|J}N3|Do9u@UE^52+@&?h*IMZ0`KrU2 z2??aKh4|_h4nVzhf9LEX3DbU^0MhiT?GX4e4)qe>LNR`?Jbd_Xtp^HDRL85=^gxnh zA2g)}Ao{(KYMC&mv;ge6tXV}f{AWOiaLG9%)cfXRhSI};^T+|@yl&Qun$31PC%Kv3 z{j4&2{g$N7$rU_PYc{$<5d7#8)PX68gLArj_Kx=->cSghEVq~VTSmHW3f2TkVg8_i z6Xte_>HYu>twOz|ysb*v6c^pe2#P0~JrEv>M|;}bCuO7$6#k?L)7BEo8)iP~_WFD? z-CgCiqIRR3JXLGvmOMW^%aRD^y2zT~->B6WRTgOL1$+@xe7t;omYkU%>>;O5?qs@L3>K&<*ndbT{r z&zaZLp4w|t{~PPP8EeA2#It|kG{hr>If%FO0|xg+dgeCe3)XHN)3awAc#~FaDfir~ zcbTx`4qqd*hQU%DdS*=y9+RAS&&U3N_WVKi}B7ky*{6 ztjmjplBi_10}Fs)$3v3VIee%Vk?1uzw&>^bWVFxgZJQGnv}sR2pXc_s4buO!NvQ4l zxBujNYq;%!3O|l5etBhNU~hoL|M|s`BB7rHjB7ZMDHQ>YI?5OTri`4^bC|XuFuBnS zk?aNB^9~*MmRaD5pLl*5{YaMpgvQ>Xqou5viLih~s-N3P?PlYO+QJRn>p!% zRNSpSh)ffYs|tRvyWuM-xr5c@MXdPX43H-%0_OXC^4KflrCIDQ$xpRTwy_xA_h(A= zu5ljy2$HG4F`QCbYs|r&>vvlRbRJz*g7QGwWfQO9_E!?sRHD#3xgwC^96X5bbh9kF$^&-pk%{*(EK$8x&4WRy@^()cb-GOu0RBKt z$MR)HHZrAZeQaJIFzcc-0==(3!vgMArV<&@CN02 zEx<1Wym%23O9|x!y%xKlxxwlL$17%PB_(ENB_(QRD=TVhE70Qxca<=YfXNqIHpYG- z9og=O3?7pt7uMfrN7ymNSMSyKm|WZxog+;fnoPldd`dIa71bzJ+WWD9qJ|IMoC;P1oWui{bdwXkduF% zy)19b?O1#?fHGeDyopdA0KDvF@ZEcA8;7m6YYBObZb-NRiL@!sILYiW1~Xvw5xZgx zzpZN^l9im(7D?;lq2BR|)2*9=r=$DdbZ*p|HfyhXW0oCU(y?5#$~c>@)>Sp(9v;f% z{m#grEF}vtT1+D6lkasNiM=7@u)fF%0>W$u<6vQPxSnFrpHgP10r8BMecluLkjp7i zHcWA$nlpd0C(zXQvUs;(d!3dPbz&f{xmVmj1&6Q`?OL&4W^-DAEW(l&D?*U|pc$K^ zqGSXU?2Syv&~Fu{VW$8YOPeflgSQaN)Hiex8`p0`nh}&p$wf_T$twf&yT;A{kbI*O z>a|>B3h7!xCAAAD01O%;jcan(Mw>V@ji(K3=Q7MmKA8B$C?LG|&XF9y*HGvBV`Q%~ z6&o}(43C+=1#YL}puG!}jZ2cU+=PNWBDTj}3Y@2NYhIC>!PYQ}Ui*|?`N`rrx@@^@ zdA)f{j$RuP$hi(vyoPOeRs>uD zkQZ{J&20R0Japr}Z|1V4<&FRgX3pf|&S>!t-)FYo#lADUX5q&1^h@25U3TEcCb*1ENajDpT;$Hx@jHI<#wU4c}<*HjeN{LQN-L{ z*At?^#Wl(@qsUOKo&-^?ec-BoNTVgF)7>CNN}l2Ct#@EZxmPZAXQZh?WI@1Dp(e@} z7@26WzG%-K6gOUeu0YxnKh-bqm=TCBf8UjvHW_;dip*wVVZGG0%qhsQsk z4ar0J)BgMvLw^nUpEV=X$c_|KaYr;%jyxj!YuJJwIa^may%WDtzs-!i=cb86;^fG2 z@I{4)nGy*ln%%`B;%SI9lC8v+&d=-$l8GomK+I9DNUTrlLx-iH**zPMX#P?eZt?ck zGf%3_PyCU7{k)q7y;}?i4k<)e_b{TP^|YX|JyDct5-|Bvw)uk2fW&2!PE@!{%LcJ3 zmT~Ck{y}a4=PU3d$ux?kn46+i`NHNSSd;XdxmY*S%V69TYM{6O ztrG|-RL4T`&HP`9o%hQ}%pYXjG^x_r5Jl9$u#~sZ6Km$Ky7=8m#DD%>xK>J^2j~Pu8BXt9hyfXevk`MFUWf5=RlpjWr-n;#+ zvvmWab`-+GD8!S)E|QnZ&HBr@Ui;7AfopA+!T3rhtYlHTw%e3DZ}0})Ga6^^x?$B%aXo`Mi6c#yqb3y0gRA|BChIdU@iS;HL{C(9r3+O3(rsd zh~z6+dCo7nC-}2#-U;uGY_Tv7K<~d!$YD+cAau`n)Z1hbmh-d)T-iIOMW4efmACb` z`Vz6^!oSVPxLwT<#Al+5>bC4vD*6Bw#=kg1#hVmf_#ltqZvX`AHT*bE>07w5M< za4)=SNmUo|@k09C3{h~P?AFM&calH~S5+Mwl0ngJ-Z!eqUx}_uUoqJo!1F{1L9uwm zVy(v_{7mX-DF%p3R$UkW%A<2qHy+J^QKJ^`sg*g$?r_f=>J%Mof~vSz|8)abx>3&8 z#Mo;_Z4{rr#CBQCo=)msEnipX$2a5Tq&KG4l}A@>u2qI^C@R6m7M$kNi;N(^I*KQ?nuw3A@9>-fOZ`6R;B=dCdu&Ru^+=CE@a z{}B&46|?v26G>?HgRrK5$SOT0b_`(%l$|cO+11$7)hl~`Iu^$@b=U+;iEeBjoFH>l zEExHV{@l-QN9_|VrtWJj`n&P^+G1~)`1c55>$>Y%v04y1fn>@~8J>l)8rIKX2|VV%&tJ1W)iR=GZl!~d$^OLbD>tDP{d zR?w#aj74F*530E{r z1dBUQiU4(mu~L}fYg~~v9?jGO)rsKL6h38rhw@1S*tMKTv4?^6mhi;S>Uo92QBjEu zMP@mI5GpGSET;~dq3jYiT1-O(qY)B0kDmwAgB5b2R~+D0VZy48!P13%3MEp!cBD~@ z7qUoPwm`xzXcT1Lm(ppAP8VOi6%GGd{Uv`Az$A7_Q}cr^Mn*pJLm(DCl=DgUN#?&d zClZ(mXsZ08z@{r0So+3B9rgBQrb~IOAFCa2D9qfP^kza zprM%tBj=sd?9CZjzbC7{Kfm)SUMpw(3c^|kRPI8cAZ3y5S8*XyEqV{4DasOpCM_nu z*{>=1%G9dekOnsW$>v|A*S}&84$R6X3}Zd0}ru%+lSf~Iyr;Y-bNcA9SK7j0Ql{!#1L|0P<-#b(|B z@WUb8?7|pfR%cmK?=^{ZMt$I8VG6lfPfd?UW7eeYv3V3S{&(l#!tYm#2&p4V4$aG2 zlIA$4Tb-_HQ7}s>le@reJC_8QcE>hMnRMpv2+QCdtNI}7$mWH{ZS}SZyC9TF8EegY zyDENe7p3Db<=cg_{#r+~q>PHdI8?`4fNHP*)97c*JC)U(rnG6Ug5s_vbj!8v88*W< zOj4kFrt&mW$U&iT-Hpxg0pRgXL(?oJE7~v|B!!bvosxqlCSGD<5QTYKa;0p-@f?a4 z8@&9qgCdx`j{Z5R!?OBxSqHOEgXGhz){62f`lf{{XU~4T>Vz|jXEH)|kET}7?uip{ygV1w7MURO_fI$C zGz>ho>Y-apN=g+wmOP(<()Dsd9bC~?fL4^VIs-yWCSHN1bnmz1pc@3q$=CEtpf^&` z^T<=XX%O>Eb?mlza;=K{5dYbg9idX|X{H+(j)VS6QKMn3s;aRD@YFXvsePiw!rTPK z@-QFiJWd<*z5MwVd+Q?+EL4=q0@ox2u{`()T4uSf_N}#)F@IO&6Dy2*8UMaCp-ldg zgK#qDG4~e)t74jzz^0k#Ys19v8m0Pl!eIG_5uj!cX%!Fq`C}G&AZfS=dU^!pb7Q8u zI4&fk$X|z0n~A6n(5-IE0TWmuXuJ3|Juny7-xQjiegAd?Zd!R?2hZjyS5UZ=%-6pe zA?}YlJKg)Ix!B@1&j=TP0`1^baD$$LFC^4g6UUISH)f}E#)xyesXJ@S`9*K#2c-?f zsRsR9#@!*gs=By5sQes<%8b!(lC1rBb`W%Gk*}ifMKp`3QJ8{`46R(E^RzSGN zT|qQ;;iRL^bs-Vi%VbS38G%Jew{z{lI*_DN`2gLb*lf(se(n!BCyX7Xj0anGjp&!$ z{sdjl`pMVk3=k`4f3I`Kkgdi0gRE$1U=buFjHJc|%0CCUU(8^3x`{P`uNy{XY5JuK zgS~$CaTDWn0Bpuh2#6dOt92q_;t7g^s-2?>Vq1MWMwz)ChKP;T%#R8nKDe|x%$&ku zOL&DO;>l@@6G>$6Osus@dT24U~3z4|_e3Y+%%vmcZ;6U$PIC8QMk9R|9m#}$Px zc+1au$R%?lBAvCTofdUeN*$}@RH4RoGX~EH0=G(Y00_I~o9p@7$f3*X5t@Y5M*?dT zmxErOnp3WmZ4j`Y)_lXKXAKP$rCN85Ma8R1XYj}u*L;7+LJJKqVq3|GT~V>ZIqz!! zPmyPzvghoB{MA|h?)yPwC2w!>&hBHpwl^sm=$pRi$d8rp zshrmLe;X?!*EwE}a7qKV%9{>4_M+){0XsYSHKjU&)7PN%zr&0Xn;RXg7mZwsKs*uW ztM7mYR~_=6n8jJ=bfMwu#=%57rAn$_Yk3A*Iyx$}{aOB*!C6x?dx9rI@?w@`tUz0o(-J-S*@6KCN9)O*~VT3O9UmrM`d) zhD?YA{o1JuBUsmSQU?X;mu|0vq#qG!KgGjFAG=zF=5hV)Vt@eQaUhPX_irKbkos)x zKNv2Oiij;Efve~4a|;0SgsqIi7E>e?89sWpWKG(dkyR8BE{^Vo`fD+T^5%kqM(dw_ zK#vbXK+dT~(}E4rLsuvZ?tmq`?L4iCkob|$a0^&6&xKe_7P#q%FEeU!R#Uf`y8;$$(Za47UafEUyz5=6C z`FHxkiTv6TO_Ct)ik}bE<;pC?53}-jZ4Sn+5nAB-i(n%!j*E*1ZIkQ009<0DNY@0L zS2rYCUH>2YyQ&y|zodGaCgU!8)X{-=aIZoDS9AiE-g{OUb7a&t;V4ndGAJuM;Qj6g zIZ*84&g4xeg~X)Y(SIsui)(^*^{0v_%%ezuIESOHbp~bY*Y|qse5w6k^u*8N!IJzB z_`g$pi-&nJn7aZA%dWqN$O>?F+M0H;B#yHw?+kf8*Rz@gh+Y1wNCxDh?m6oYZ+4Qq ze(fj~2Cv0pCKOzVeua|n-}yUk0X~P#Xp`7~w=DwKArvI=S%B+zPoMQC@Tw&W$tMX|NDZvSwW1pa*yen?tl%aM6n{#*i%YCstoBaB#dGC$8VHK$OvHV_(e zs5z2QgMJ6NY?eh_pPTTC{qx7rO39^sRtZE^N9|zIr;yz0IrPvo|5(al9WeAad*gt- zmGNiexjtEQYWhIy$-PAoftlIMYD2;}sx66s856O8=r(?z5>v0>rGK_E6~oM!#b3Hk z6yKB(es4=tr zcZz2D8ak8)ohCBEIgS@NH{h!vF8NPc-luy(MvdI5l}$xc!((C3>N)In6$~f7+baO~}FCERLTs~!D5btb~rYD`!)d}w&wpD0$z;Y?Aly<2*=%SnD?g=HtU zPtGu}$g?R_9G52IEE-pIFc39z9-h|g%-FX(kya?f^OYd(8R8LQEnJe3s@}?(PLMTc zIYT5l-3w~PPB~Jh+AP0BxIJ#dzk3LzaG?1DH-jLOMh$`t3Cmt)t`!ILer#^G928e_a7WM;8rd2VW>1h@qE#eCc(nAeJTMV z0rf?0kczd&q*k+9_iS=PpY_>d^|?4+#1G+nyv?r3VE*FV#(+GRJYj{ceWnPw5uQXP zx{2v?elVjY&qMT%UO378LQE5Af5)2gw|Jn~6@BP!$K=miw(<{a1+#5FtN02@4VhL$ z=}zcY<#ab%0Ar>z-q%xn{s&mxjR+b(!*1v1>C7hHBQW=5)0*l|FBE%u5KM()Ru;6@ z_6oKol^sv>G9Zsk6C$F@tZ@3FYD=_~uLufIMvbGn`#Qshqt6W>8hZbL-NB>b82(3y&0mc|yB3)R_@@rEC zB{)w(1sPUyZ9+|)R!#z1T5CkKVivs@Pt*XUf8FNMbHZWBVhxOv^Y^>k)tv>{Za)Vh zq*C6s6yUF%1&|l$EC;l#!)zBAoIsckT8DBLd^Jdc&b zi3|Izv&T7T!}dj$eQk|hki0!*#fqG(R@e$o`04Yx70uR!B^kRelJaFJMKMQYgnM#wkaYA1!;Iqtm2Jma?g0 zo0Vp(2At;)E?b?0p5r{ByCuCVSjQhP0PY@#9@)Gp`116n1r+*Z%NDVllY6BN$^g^J zG^}QcyfL!$Gig@jKED=&Tr)&-sg5H`(Zv=hiwBGnRb0&(TbvmrI++;^GHExniPUJ) zvu@4EPg&Fnlg0P8*ZVoid?3v4|!X3(8r8M$^0OVQ?ua z85E5ZspR53-n$Z46a#`lDF||VbyI0_YrBJLGcIel??tZ%7+Bbo(vyl~n&b^y^EoNH z*5!s zI;F01HfyeJv6;V;crr5-fXAAmB0Uz^! z!VVFiWWB;$h9xo;ozlO9#Jb02Rp~5kgA5g6M-B==KaJ_pFxZ8P0GtGFML9pkec%6& zsJKMThLN?#3nD zu5YnL=|G#ohkx_P$N8d%opyk z+&NR=9KZfRvw3d0!tX#`Y7^k~A(kFiH5Eti4JWd%3ZkqPc|W_?tc8jPmYh0N_ZZ#b z_l~B5ehi^T{5H(?8ewnD=%AQ>?z8;yPy|b^ctt){KL!;&;b!sN9-oFH5}4Y_PC=+0 zNPaOP?<>8N#ctRwx+YOI=~kdYJsSiZSuvk5CF?gOTG4&*+Qk+y2rk(vbBFLn53l{g zfK!0|{`Md&;L$H?5|8!wT|&HAvBB z36N=6;c-S-f{#ST{)U@7Yf{NtSK?4ryLkMCn(5s-MsmSivCf_b7-l1~$g0M*Tm405 zP}JvjHUM~fLF+89bad^Whi^Tejea=|uSWm)MQVc&QZmUW*q}=kf<fLf1Yf5RNSSBV^2iYb$;@v}CUhARxPw8jU9! z0+RqCaOJuKOcH(rfAwCt!DJcZL_EFCAUeP+bU5Bbzc-oiaOJQRK&Eox`Tg`_Q!%&)%f_irS=2S?Mx&yYw&PLs=B zxF1X{;|glE2@Gt)&7J`p$b@@No&0mk=Dg^{C76Ee{pt@5;whMcf`uMNoj~ zr#KHMhMb}E@%vqt?a;mFz}XL{gQ{fV-SeC8b`lgr1C-6Au_4kx25#j70cs86q00f` zh*^m2<7#|Q#=vzYv^}DD7a6$$;bES}ePgbCz2b}k(3$L9Bp8tT<c|wnk}@if)W~Z za6qwzml|<`@R8+>1Kn88%YqgK8S#pz_!X0P0VM!drE&yXV$2#ZiRn)Wdd)DjLi^C& z&>Sd_=toaof=1`iZsS)+Cl5k_AJRPEyKW|Dzc~=2cy02&^MaNX(5d$rte7H3g{~9w zfTe~F>{#=0h#cVGEtKf!G5hBE##mU!Ok9;s2ZW?aXcNkTbIN@i`ej(Ciu)xG=f}&c zTT2f0drFKLX~Xty)JvR?)G;|-5KU3tgmM&E1idyiaWu`gQU>i-`tSF%#)%W=O**!Q z5O%wjt`&21&dX=b<{0TIPfLaVV!*r&payJI33iym(#0dy!MU;&x!3ejK>x~{*8|8L zRCqQqYy_9So8Mlx2P4RC`yxVPaoe;_hH(lFVstj#;w8y!_ueU(oV$xAZr|8(SoT*n zxvAs+j*_=v*MQ@3)p#{-&-noouxtQ9n9#xIA0E6#Ds=scOU?g1%|{OF7Dvhm9K+~% z5q_}PHi7gk#Y~1=rbA>stjZ28vHQWQZ9{Qy>4&mQsugZLTP?T{i>FyMhW({@6%~T{ z@kYSw4iK_%{c|Jk;rmYDBfQ?=~ktXxs{+F;0q#nwg-lFP0wFredym9E6vO7_LQVVsfRzT4QA3XzKK$b>33_HWj* zOCt==V}ESd6Ejz9#8{UCj^4#sm%IA=i6IWob5akpGZ{kBS+{j86_|l=WkT=k^O32k z4m27cRqonfLTidQqstXEAxUtK71H^!7<*jqJhTUR#iDdvw||qn^O$>Hf&a#%o*I@I z^l21A^g|IvMiuTdGTw(PeMIA~*H0vw|1$ZU3ckOBV&9!by-{L{LJ?N~>6+oB#OK@E znWw@DHNx-@n8dzSLh1iOMaznPfsm(0OOQD5hyIYw)?zyGK_^j!C42}(;qMy&qy)oI zqi20>FgGyOGY#+2l%!f70lLdKnUND|$^EI%tLpC;5yjIMLNvKLu@;AL@a%9gbx`x} z@3@3#Qbeq)fk?!akN)Lnp06%WN$$;24HXeq%+84>&szmwCv8-SFx%7BZ=xvX%i!=5 z&dRB3QaTepOgxizr?}@$<_r2@8?7m?DF1OpXKIIoe&aqGXW||*4b(rZt_gkzCXMP_2buq*hMy8~cIqBXqsPY=EHB*MV=|YdFfv?{P$*B7RYR#hd_o6m`L%<{|gE{#Xg&Ih{#f#9ZIt?ox^Q=F$Pf%SGS+y4nl5G zWS3#B_pw)R_Lv`4-@_Gki{69pzbdDVAyPP^Vie@LEZXH9q*Q;pUF3hZExaAIpI9HwX#e4aRXh?wWe)d)xyW}gzW3^ zCo)fHdgjZ#rdqmLY=pYm-c8@(eFHeWU>li{w`VcJ$7vQ13GVvL+@Gvpd+v*BC?Cr{2nlw9 z3Ve9jBO$!#f*MatuPnd(#~sS#P|SE9BHdu2kA z&Ym85_LFhe=3gvd<3-B$I4JsZscSA$40bvw5(H@KIw3av!Mm6eF088#qaHN_aD{A} z+uEF0(*)`RLQ`2IL^H%&Yp0pK7FlHt`cES?td{UiJs1gGynZs$Pibmcjxf>b zZA{r!j4a-sse2!#~8&?A+zX+|Bo#0Z{>1#S zECW`YP?W9fizgIe&$6dLN`PC?5SO+mrVPtqBH*6C=TK=K97;_jS-H{<6yDC>VS+*6 zm34=&lLdIa@8FqKh(<$_XLgJ!;(*Arp20TKjXP9gUBWzQOIi|mMg6Mii?94=RZ7;# zRP@XfNL5FB(ps4<15i{sEyzF4-5OU2h=3ElG3kC&Zb>u_blqC^KbkZQ-=`JweiRuN zcn3-kjbNMnURlp4%{;3_^{|e4$9xXJaFtK>;go7jOvcC(IeU7!BkCdwCFzfJ(hPU) z{c~b#U&SS@u$+a2AJe{MMni=%C9GH}nJ8T*aEigEI-reI2iSSRriPy;d>sgNX8}q> zH7stY<&$l`J)>{Lh{om(@^|A91GsN%UIA;ZZZaL|((--;bU=kzZ{Iop(={SD!%K;%lGh{|M??&63~i1C5u?GLPw zs`f}B^~U9ezRTm46zs5O3Kv8-5C)bV-{-gJfm$WmtbVscs!>r>Ap`7d2vX8d&F4F}qz zX=Z*Z_%sOUDThr-u9Zl5zxz21y@cJjo&UgbABG^j%}~Bu*6?d#9_zh%z*dM0U zh^`tn=Lm$S<5Mzunf4}M%h{dB$Tnr=qC}Y`dkES$+zfpV+;_Oxi|E3iUFe!go>kqn zFQZaj8Op8X;nDHXAcQ$u^2+`KzWJK`k+nGv&gSPqf9 z#4~cOs>hkVgTLSYQ^acfM?NWLIl}fOtR}pCG`2lA)3eNlAd;z9s|(PSSHHEBlIO8O zDr|@f>4UUqssa8Fi~>Enjgq*6lv6fFie_96cJZjyO$6Vx*3pB<`kik#>N%m#x7(DK z5u-8zo#k5Efmm>iYHR#xklKZM2s)L)0=Bla!p_{QW4>cuWFW>LPwJ=!MO+eM9AXl? zR3`sde!s5l8$mUv0xi(Z4gej%!NK`ogo{HQKpNunk^6s|W8lkpKoA^&gOlkq)CS1L z^nas@5_=IurmMb(X9)#fIdBo=Wzwkus8y1Kx=De^+&5jupBwmQAH%ZS1eBiURuumy#o37 zhrFj=ZpNry4bjQxE`;6ZD{bM|h2IPGCE{1}8bEbcRrc#6R8Et!96xKu2HGyRIO7xd z9c;SsNpvcvNB_~$0|<;E48D%_XiHS~MzlcU7#h&l7C!^g`66w&QeWkXwc=va{Gsne zGZ^z@wfyOg0Wlr{UpmMoVh65+wufnHMctu_eZzeRztNj2aWk{fNJlx*&eB=3ze4{! z;c9$wzP+rxa7yO#qks($AHl(-@!d8I56BM?$@41=6WxQRfQC_@wnC6o`&L#=gYU@B z$L0Z5%$G#=V(kdscQ%=*aA6-tB8UPij8 zZJRmd+h$c#AkFIPBO>6w1^5;0^@X*>ZaQ~O?g8gUTVD4*V*h<8=J@il{k-5m@|p6O z;(nO5l9p!U$r3O>PX|6Bf~sEj`if+8a-$K3qD0&~4aZlae z5>L?`9$MH=>{!^2(H>gt03#b@n(fBuupAKS5N>4ZM`eEB)B}IFU_lR>6|H|K?k25p z*A=$2GgIK`j^cDVF+o+#dOq%BvBRn%Wz5Op;C}IMv|=@v%SpIDo-bpaJp}DvA=Ed> z%%zxL|8tV5e|!`iw5k}ZNBsS$Zk1?p@b76oEtZcQ6MFc{% zo*6-CU^dy@I0!T=dTlh*rsTE~CFSG0)zi}G!@6>Ew~`%eKDd&pD{$MCQ_PDls*@<3 zy(o?@nIdEk;i@ZQVbg)7we9rCvT}FZfU&O}@9QovFD}G;!RWwo7jL91`Plx~x}ZB2Ajj zX8e)i<=g>{`i@O)a;v!|YM)~<;5FmExbSO(21_qU64F|M$WMc|)U(S$ zdr_xT(M{*5^v!tlSE64omGWMhquT1X5)0CR4g}!kxj=o1V=tLBJ=#zkO3?b_SRt-6 zepdO95-m!9o>Cb0w%}C#9?$K+)Cb%`d^u}g=|R|x`6L1jmjg2)=MM1rN6R1`R+q@{ zr(sF{?PV@xw_->>SWbg+KO{bk23`Z#oud4iuT?8ikBB{^M56=4=hZgFtXBmk8eC*b zRuO^mBn8nfOsyJb#2gPDb zwb4xWm#qW8xotL{O(6)^xhB*ZD6ub&-kQJ}78Xha#&Bf0O<}>O5=GwWQrSi(DW20IUeQozIbf?KPYS@MJ_;e z+Utk1KBdc+}6ePl5Qy9#dM8D1VU#zECE0(!onD(mtP0$|wH}xE0M4**Z(J4BtW#w%;mKoj|` z`k1pU)9rBS{u%$JBpEPJ20j*D_2Z~V*pPFnEfb(4ji<#_%F_9oR3UK zLYIjhq=x?cHjh#H6W{cbi4&KhS5`g;tbU>9+zacl&rrZz`xvzdtB(f%vew6+U0_JX zXFR>zG4m@)Z$vg9OIs+3zF!#~|4hHxTz9^84BhTE%r?5kvsVP_*ZKk>ZP>g@yhag? z3L<@uF^;N9GT-#bVA&uZ-kJswf*COREN#i*(eXBEP%yEw$KTf+l*xN#{?1bqmk4{~ zT?IAg{RcN9c2!aG@KG(L*QRzC8ELz0=h!G&2cBF%*`TmuM)p=odfuaV1D1{(R?Rw3 zqQif+?@(R^QCM{Tsb{>*!gpUBeEIQ?-v%2EpU>ON)uApxGq!KGG7kkjL7f+!&qT&; zDyv6(zF^}QxS#=ahWHxhWu!HYL8}^Jo9eb`2*1I^!mutZV_K8nWXvF29900q@UDvG8`yP;1Tw(BbePVXdk@V{t{M@;#;P`*&cT#^gLCE12`sV z%SCI+M*q;RMjxYV!tVr1lt54_?^RpvpFu5c7RT0^p^h3KN6y{u9ZkQ3@viBYn_<4A z{b(ODy9tO6qioJ6lsj>xOY=;U@qHX;{aLU!?Gu(Z9qGBOTMx>`oIk2;(rue;exBiA zyPP(f(L*oapW_e!HJLY|RcMV0HJ|C<>c@3;!Y*{hrU1uqQwe|;^*V#?%^D7}?u0aF zntcsoo;)rj$paqn^}HvZ{5!?0({hjdT_<<=5h+u&V{5f$@MympPz}Y!1~`{`C0opX z&`O4^D31;{8T*T+c4t0NOkS3(S?C{RhM08fzxf|@w$>Ph>pG(oxueR;gK9|_q{7T( z1bseS?WqA1VpzaRqNb{8NU;~kSu+?`-h8Zb<~UtpUh*SCDnv>vRJ`s?UPe;Ic}D7=%Xr zst|Bhtta1=A;!K(gU^C;n2<@oKPMQY6Zt!c*3xQlTpM^REMFy4F*Qh!m^Ug{m|Ni| zG4uH&4+`}aR8}W2f#Zf4Mt)(5@siJIp!kw0!yQr^j7Bmm8So=64$tPuFIhI~C}GI7 z&z|^vptn6OM7(7n(vL<);*Wuy(sR2u{r*0^RQ(gVz6^90BXEykHjLn`U)Lx><_pq1 zDen)@g8_zHqba|vpeM`08<#qkWt}`eJfa#D;YH!1g2rS66pfQJV5jo2?`t&0UP&~A zJj=w*@m`6~EtXc;asl}Ybb~jlryAUB*9~fjURMm|X6_mDJfQh8W$%tF$T{pqwXa%IE%$!1l%Qy+D2*3Y}%)DZd1MRHAb%Um{}5 z{#zdPb1Uoa*29T98+zF3xf4hb97LCE9#0GSDT1Rjhm{kXwH}e6{q!qxRMXPbli4pW z4#>lXt>6^Oz1mg5?hydJBp17!ONJG~_f4$#+@_Z6N1pCVY3PdB#Qd-tJ3T4ZX|0e+ zg2ym6*DpH=LAH~(?WIs>Us67f_91G2{NI$vXRF0SyB~(XM0qmc#I&;ZU7#rOGW$hZ zk7s>PW`~pf?dz!wQ?rMTMn z_uX;uG2Tyz9{t=cCJE-VGKKL~DPV-N2m%TrBIADI%;LF__6L=*H;E;w)GLrzbxs(r zB9~br{5$<~^xIs)C+Hae=j^8#NtG}sNasjsNh-~saB~^F?5u*ezZUH8)C}iJ8KU-^c zV?1)0HQzw%B8_5ARX1dqm3mvxgR`COURN#$zpiM&Z9w)060H3ga-V z2EG~0m9dQ+70#bWE5fKZeHvhdQ5X70z`^Hfatnt1ETmTZ6f?1?_KREULLBM>OkQ3e z4Wx+rOU>C#pp0sJKtg>PYTA%eRl%HP_m?u{?5*}mG-b6D!>G4!8-o8%3GXW)nneQz zN@I^9g|tq{_7jbktc3vT68`WNSr`}=>@S-_0vykAtwFz0YZ9Mdmg<1%nIS=qX(9bg z0u1k1h%X0RsA2=iWTCTk)b#!(RZt>Ic{n}BQrVGW68C>Rt)eQ=JYG+x&d4(ra7fH#27o)V>>jAO?=*bn5eXN9DFtKu9SC9>7=19EB_aEJ<}D&qbD(Xd3MgQ89=agCT;E65*+;Qo zPn2J;Au3nF(F{)|Emc-U%D3M1{PK~s1Yzb<=gjhNz~pjquGE6_V_cNO`Wn1rRp*G{ zY>WJrV*@eKTfr$V$>?uo_V3i;xyym_oGf%?Y@%nckzr5N!k*u6)ZqibLYka0MK-t3c3;};3Az*H6EZkLc<4~Uiul-nZb>e(n)8Nf~>`jYc}PYPYKcW;7*cQ ztdLzilm@c#!KZ{;eB)&^-wb6-f08qB6-BZYb(nSR*zeX2iW5Twj;h2Q2Leqp=#k66 zOd>>1gqu8GHu$P#fcC(3)%v1txoe)D0?mb@?M|S%)dGXH%*5Tne4Cb$;Y#I=j4T2?#Q~+ktm~w^4{% zqZ($Nn)CSWxwhI!OTH65Fd_+$P9Ci9A@|`6R<+d!hynJM76a!hC zGLJLtl$$IpRpjwbLKLoMDJY`?X5C-`wF>7xB6O9$Nj5vIamd#O$^4IEEo5)5;Mp41 zDTgPMCT<~`k?IO2p+R`DcNhbE3UQsJJ(;dEJTgqHOkPsOzIBm|cp433hH-(93?qR%l$}iEyq-g%w zfr87pGTDA_Gae|=T$|tuRe5frW-3;Ky%XJ)K z_3uT8a(_nU0-{XX7a{ zh?K4O9hPfsiuHYFFl`?fLI$X6!4$xMGLgjh;v9mmk^)Lpk57GhXq4!em;#bxsk8q?YM@qok+juyeQK&z|4q;H#FbZbl}OC>Jmp01en%9F$p) z2?;rfvH;z^e6}(g0Kdv$X%lvp_A#i5`(Gw~9}sKQFJz)}d9p;9U%moQs7fJ?jb{8c z?FoNea5-?fqPf}nv`OJ@9wq|Ya!5}mfOBqHGSolC!gARa$L zP#{bUU)iNG_f9-&NbBSWU&yA{mhM<}+)FOl(JR9cUpKvI{}9u3-+VX5oHa~d{V;58 z5y~K6djD%m@{LmpFjufocy9Za@=`e;(^e+4^>2CblQv`W(U&@4m+_R5o^koIb^y$lPSC@)@g$7KzZxeZQABGx;k9t(`pnaJ+#^u5vq!U zF?8$CyY3CQ8-;H#n$5>x{K1V}gmNM!LqBD6y4I4e`|+5;!1czqPEq_#&g60%a+pjs zr}2Q+*@2~ zv3jt&DBeYX(~lfkconwS zf}?czum|!PCKw3mK1dYn%W-OSTgmgFCCXY?Z0#Yp(7Fc?*7GxoH{mDYg*aWB@{(d_ zwpOS>GyZ}=Gu5fz5%CJ~E~3RP7$sv}!*%^N#Ql5z1#MwaWz`Bbe~P^$O?)5JFVRMh z-y*52KS+SmF#*(;$OIE!)8q{gl{Yjb22kv!F7Y|d@ZOGYNLp`DQIl-91^rcz6wG(pHob48ILgR6sY=_@bByUO=t!hSg>o@G(5rtG6SEJGLWr@+ z69?BK`as=m-Z1r658i58W3X9ENwrj&-T*!x`R64l{0Mf@UavnXsNkpk*gS|+qh72C z`)9mZhY0I)-d+085lw(`=c~K`O$~2eFk$$o7#7IFubf;ZsBfsn?#e9*qYd3hu3hW! z^SQ?QQh9j`3+1?JaNaikq>bJ4O~q$-RWi4pCeu_B+}hyewpP>0z7t;RUn)VB(gwtL z-c7g7;B*APNxWqRjz#N~%>Js4SJs9j>d_I46@147NKa#@^sYYE%>?vs8+s*<5hGvp zZdi$tVB(BWnklhUe2FIV-w0g_THI^4lr{SkQl2=Li4}*)=PQo~)ZG~U8SlkX`>_S@ zNCHK4pF4AM(j-x9q+hRfsqTDPR1L%>;`c_F7=-%~Mcpu}&Ynz4@hIFn)Y|WPd>6c9 zHb2i|t;P)dTNKMcx?#G8`y0HKL1GU~Y09DLbu&Ci093tEa^TjC5sDPhlls}o_V>4`N|wXbauKu;2_V~9G=~i*$2Qr1Er*_8l@2g0(OM2i z2dxkop{_tet^Jb~ke%mPn4Z~pCXtAYT>u^HCCVwwS6Zc!Lhq5?g=7uk_z|7RE9ep3 z8jw)#e#3`WQq7g>hRLju$2O&;u%ls6Qu@Qo=DRUmWb*xLcI?*cx`}N|Q7=W=;_EPq= zMxi4x|H{tsq4?m}n)_WH(`bLQ!|2rmlWRB(oJXRC!->~;V7C4nMGeS{#i1^$UrSgY z&M>7aK0m>_qX&S!e~NYfSRn4ZV0#VW^>V#<4d&IVEKG}&l{}4<)wUA92>JF3$n>eLpsa7V z+Mri=hh;mVz$cJJ69ZD6lt`$wx<5r$_zzb{U6AIr{!PR+hGIO6cHXusM;3AEmPz^c z7kMQUIZmHuxNNnl6$=1o)Bs%M9&)Czmt4nPb$W=pQ$(guY8lLn&);Xz}XN#^S<8ZH4dmUWVDjqI+w7lS3SH>)xM zOJbmLlw@qp(8y{s!HtYaG+gVQ$*D#ii`zQm5xfiYnYzBWl(s6Ul6b1l&6@t%5{ zp}-3(kEbJ)ZnKL3(#Vni;P7PG4Is0W$sN&59vA-Y-OsQYDL@|K1jlxHJGFCj-Wv!$3D08i?CG*q=8&^!l2(dT8 zp`{a&+bn`MN$ZcjoCx%KAzGURY? z;PtU|+P$=yVMa)Zn_{MqT?6z8o=UgCW&j@Cm1W-yS3DHnRgEg^^h(id14lH; zs#Ii52>&ogi7wJSxt)Ex)qJ{)zXi?A<_u*Jo0-$%rr`DR^~#x>Ge_e7H2;Rti<_!v z4%?8iGUYv0 zl{$L=pq!w54MowWb-S$tkUlR9qoMMCFd)pLh6nk^(Xe^cmV$A3zToiG0y~aa>BtL@ zc-cHi@t=k3rl~0;#Gy~V8Ryfc2yh5cQ7~&U0wt#XYae^0o_Lwt6n~)pp$>w1m;$zN zQIL~yurL+b`~0jS$*)-pWRaRjo#$j@Yx$sV4ix2$`>`61iWClq5_Lu`)gnO7K|xiv zG}Q~}+`Nya_=A!bhr9Oe9(bGio>_9#D9&6*%kKjo=~Z1X_Vk#zamYCQ`}g2p1yh}X z5cj;9Pl<$>j#q)by(%0&25zCGMLwIF+HvyV6g4F!KMrp4m7bjUasVx{o%Gjd2k=53 zeBO1)G#Yr2&B2ZyvOr|R6MXH|`GGwsHb^xa*TN7B4<8+Cj_Zn90NmHIFfY7;UzF!g zyWT%!`j-kl9$8t_e~PkW(`cNLV1%gk?Uyk$wpKiQL$LEt>;~Rt^yVZ6ld%*$a zd(nHEm#;6(tfD_~P=In=PT{RXG3HefC0Jb%CV`O(w_Km4O)A4Z!FY%0=2YwUSV>0JBcZ~dJQ28})>7v((j=5w)Sc`^ z;tR3mqY25H|)G1FW1ICx0b(SjOYt2^@Qh1?tf?)|l(L<1hftD7co-%FH zX~^;LiPA3KixqON7oQ!4iG#1}!LP02FQ6QYPtb_}ik2xKwu8~+SC-Dr1{+8|*u>vd zf8^mQ?Yf+P{!9cW0;rfATPcf;ZILtiG_`$DCG~_zdY~r7(}fq<+ypGm9aS69&5H2# z*5vqjNOC1vwJY%X`ZFe%>87@cP!gJYk7wTe+@UJ;3o8K4DXO|-=Ze=%O}M%Z2bOB5i@!oxwnq^oN1cI6=IC<~1@woU#o4SHvxY>w z(}f`%Epp~f+m(Bt`v1GA%pi{aSWs$S(4U5Jt)!|60Ly#Tm8R+^(2v9E!)!dc8V&g@ z^dHx=n0g&vZe{>zKMno^zOmm5<)KXe+@7OY!)BASLIAPF<}-fFN};Z7AgKD(Fw2HX zy&XGc8xeRqg6La|kn#`(uCSmUD|Akx6&d9e_1IpRf@+serL~F-qa?p2(JS$&9 z?o}xq<9vy&?6a+#X9v<~%iV;>7A2>!ookcozG=S3HgE}?ynWK3Rlngtjn<|a!}f0| zN01fA&mcArCc5QqCBzC6#`pL#4j9298MM|5ssUnRi{#1G@D0zKPum>rd%CxN-7rRP zPHQAzj29PQ-8UVDL*j|FLJHmVbft17>gWYl^3%6CaV>sMnz~}y~M<}sw>qy3yoxQpk1~|Y9{8U`r~z|BdIQT-BvO%nu@)E#`|yXKhuKDgr7;90(v<9PJ6<22RqIO##zCEAW}!>`D4 zjBB1rT~$uzB~4;#{3wFLZVG;a3gu3xMRs%Ziy&n!y5##!=PM(nK{pn=eIJLx^kXE(9OD zH`DKk)AI@1Hbw!&-HxmxmdEyy^UF@YAwfGh+*z7xNj#k8h$}7B7vq$5Jjp3j9h27L z7j#`uhX*5`6D4*h;yrNMT}_$eH5AOR@N1cIez~AjO-7-yrtZSeI%}o*B;6VMQuZ&U zkE8=}p|z?Pi-93UY`k>hu*9y6>jYIv^D>@Ep?}b{%1Cf2?O-pYXit$8-YcE`zq}{$ zK4Xjh?i52lWn-AMNMWlc=)p#vuz*wqJsrjDvh;GySCG%z!#$AK7=#1r0#vRh(jlIG zsS7X`99mnaaaDzl)ZA}~aAhazIH9;WA>~vT-M3eLTI>AXl)kPP)$Vz)_xBaxg1Qv@ zDGx@ek2L;HOn0f;)vw!KI+i6pDoZu+R4%i|C+~+%5#6lZ%>CgY!S#36NB2DRS}|1OA++_o1Hcb zrK+in#{QY~$(10-->daDD<*jjNr5`U1JNU}6^u#ThG=J!6{{~A_4Vl&1t{E5z(b7~ta2{732oE_D{>@y_iycpvM;eJcW62A?P`yy1y`dxm6KmIm>+jE& zulkNl$b2qR#s~xqxR9yxKDHMMyer(*X~`XD(f9%PMXf6V@Cbj*lZC4m?~6{T(uwxe zuNj{!-N|^^fsT+K2wX4TSewZPbhNBEA~RYv=wd+Yw})A4%@O%vx*l7Pp9#r&f!0*! zT&_N}p$rN2I|mnyhYF~k?U}xkI?j^eg}m}}mDyjaE>CQhip2Go7L;p0?FhJvcd^*z zTfvJjtB2J!feW9ol%(p4T6>hv2np8@^Qvz1cCV_<(d;&|=+?Y}5Ib0Tm^7khEB4O8 zPhkYU^#fM&q9{9YmW zi~Gj`di;e>GmB9hE{o-Eu~odaDyI-+iuSsxtsGH=!(`u%?cR%ds|x;&@Z76~iajJU zE83->tjxp|4r*8sq?u zsy|BwEA~{~vZ#7ppsrO{{*vl!EVDw9r^oY`kKuz?`74YTwFdo-LNukZgnoU&zyuhV z1^+~PdovX5cATHS<{^3HifwYO{g=pFV}v&|e!@yKu`ZqjSbfS@)pfNgd0cLLBpr~0 zKg40DSAHr`<$GQwKcId}O?j`lPvi=ey;SOaLzfBQAlB4T6hT-w$2RQxB8`cl+{PWn%MhvzdDbllX=b;ar`%z8<1U5cVOs zE-!2!X`Vsukkpa=d@Di69*s;aLGu`AQkK1|U=`V?p!z#0eB;xOh}_~TacRYNV6G6H z%#y3LwMq;#1@^-nwkSZox=9*vV<3lk$#wHbRIaN*J`uuSQo!%q!j0*7YG<+)MFME@ z1D0dIOcomGHwOr+=|f5E1XJKMX?Wp5QLtv`T3>#icz8%QD`i>m<23WF6`Azs2C_KE zed>`>6Y^-&L-AxIv+5_{V=?v8ae}DxC3Yq>IGuVB|B)Kuf((D$sd4z)q+B+8I)ES!0fDf2pQ z1NIzcieWYNtSqgeR{>$h2#{9>-(Pn9WI5nRcyufgMiEd-$Q#OB1Go{%g{IyQ&Axt zG*HpU-Xi0XB(e4V)lowY|w%n6g0t?t`cEejsN-a2Mu;4S9 zEGFe4cBGN`tlnM_xv$u)V>z3(0!6DsYx}O!G?D?WN41Yv%3dc#^7Y{hM(hl|U%Zoa zx#~4Vk;2CAJWEIGz)ISC^fV85;Q$wEe@4Lvj)5`SC;})!1AzW168{f<7+g9A(EF78 zb8`My?$0v;FocEt^a6ZxYpK9}^8mWfA{Wzti{y)dB3KBHMCKMM@Wlpz4+1pI4WI@q zZvkNcGwZ*79&pSyz!d_-_lY`Icm&Wv0ywyt|LZ}ZegP0eKz>>flrjNqV6RueA@paF?Z15Ga7ZYV&*ixPo8AE? zhk}Yi`h4UB*P%hN{-^N2&INpQC}~JgTRZ>>)Q$#40FJC$QiI71Sg$PmwVoBA^UOb^?M-g3O43vB(r0 zTC`g2tMkzM`mDpPw_bZKwFA|4xI6dVcLKJxwXc2O_wM)deI((Wv-eu--)sHrUl9;C zHiUmbAQ*$pkr!5D>P+2trE8h`$jaAf6d{ zBUr5pSrHr(n;4OpI%|f9#~e@fw$%8Du<(CG`795Q*)Ln)=gXJOkgrs3jZ$k8q9WwV z*kJj}8FHT)^3`e$e>FnxrjC`XLc*2Np>lPod|gO@JSib0K0zK9uTI*Q@X`$Vy6}hu zxkeoyCFeimL!v{J2_eDqq}bq)czI%Yh?w>exiNcf{6^*n|-I^yzYWLP&pz zJUlUR+X8p@#H6qp>i97CQ2v<&_voRA65OrprhC1$dfjyI6`o61uU$GLF(pwRs*aZj zha@T^q7!EP64RglBls6hj3*`#6NzcW48on5Ma(1S6R#4Bh$Y0Egcq@#SVedfK7=2! zhFC`g5DG#`sE7z6l87Rri5NmnY$Jb?i4-D}xI|#$pMvoMKY>Na!_2>?5!0-I+Yo8Q z-vwcUd&8Cts}MR0ciGIf$rGtW*Tj>=1>~z_oGoR0z>cyDx2v%qXFuP5-|!W~zj0XL zaCe0Fh|`V}9Wxw18yPtA@F>4gS4M}Aek!q(1WWE(kmF@!1`jj0StA(ebuxdyOyZIO zM^RO_ZchRouggu%X0gHYG&>FH)Y@^{_&k(Erz*t810SMhy6I!2t7pw*QV1$lv-!oy zXe>AdPR>v(K94;_)A{EP^`Un9(054J$l^u8{fc zRua#`v$tTO2iR(^e)?{APYp{2gd)YaOs}|hFREj)KiEm9&rOZms4^Y#kqL_h6O$YBBmpz>O8J@#f7ASw7So&NQT!0wn z-~Qq&7SDsb(xt(k*p9(3K|QPxe_y-sZT29(E%lCAfJp{>!+Q|ON4g&qn^{LZE62py z_C}gueXpdyA46 ztX8{oN4!jVcza`Qd-?G@m@Hh6y_RBIOycp6+~H3!vlVQM7{`BG$jtTeAWi~`8*c@% z6COw*8NUo8u`gqp{|veLVps=mJkXIW9&eChyB+@FLCmJ`<&iUKJeBK%sp9+BBK(iA z&8q5+SSlNYY@3<0=OHsIdL`Bf3i%va$$jo*CVjF|2g`9JWquAVyqT;{+S2Sr;|Wt{ zV>zDq_!Ss;`gnh}se|<=sl`uisHWA*fSqA99)*CqbR4}`*Up}4Jy%#yclD%hG4XKK z=d{7vW_aBsY31!rd59iTpK?h&W)(Y7PMTi3Gly9jw<0-^#*_6xpJCyBG4(@zA!=;N zzPaf*+pSz%?nh&fS0-Z#mVfU7(_q@sC;M4<7$?QM#KwOvLq~0!?V;*->df@hV(jp? zfpyI2ybhziJ7HmGr0H7_O)&LqBtRSkH8@j}OwI_Kq~JL3K6cp}xI0S0z)K`$L+n1> zgequCNHlzax-PS=)hCbE%l4qM3CDAtj$9q}MzSnIYJ1VXOK$vhRredej$8)T!tAU;)xc4RQP&+?W? z0Y|VH3lyZW`7vsv4?jk_CKjt8NQ#jd5M1ZEVAFpgnDy}HA=rLMeOS_ZXU!8>@}%$% zWlM0~+$3p3>LH~Sh zNn9iIy|^5_VZpukZ~n!vIlhc(2wa6`)A3u7A(vGYWwckz_8KZm%bB$Q&D$wU-j{OVz`p8Q28T?QZbDvj7-}yu2VFgO3|+l{A9-zJ z!NxLD8XoS4of+!QOza$Xrv1WsRKbE+{PDG&{?^jx!KyT0d6vgK)d^rTpU986J}0vm zRFaQW@8V%oHoh5?&gkK5@h?)^a@LE7t^R)oI!GTJqFOJAAc6So)P*Cp35yuq^sD=h zmPpI3|`b?p zv#J+HnPG()0|)gF@-J zwaA#rD#)@1?e4ssJe`ikEAbQ&ryzeR{jWi#77v9^)izyy2CR&%EUPH5tAY{O!~65C7(S{9YY{5fq|#VUH5zfXT)GOLGS zVyXu({F(Bu{Z@WZS3q$4N{YdD?xt!y|fja|Zr98li3z3>u zzcvVPJ=tVL+6J~c&!A6|SzaM66SxFXX_nrgp>Z5f_?N{=dVO3Tqf6E3Q|Uxr1=Rni z)xfPm2NKC`I+UNl#un%ebuxd>L~^?=Uy3qH4f=Ar0TtG>+-sZtcx;&)CJmUpt2I?N|AY%ub?I16tu!(?7N znAL5Pem?X0Ow@O9&@C z*)w33LQ!`-nz2fUF(-eHoT}`gFP`(o&V$(vlLYr*k`PjENV_6igM%ZZRVq_-M~A7k zi?7uG7~~oLMEd)`2U}jvEaFIMum8co*CM=>Rw@&U`BIqo>!Y~I`_z2fN;l>?u#%+Q zOhqso?3nb-?Cq&Cm1%opqiMf&|5+JkSY!tOPVnj!eDnZ(A9Q~|5OU}EuJJdY2UyU^ zV3$^rTb=gCK3T8nTwmY)AUw8~NzO<5YPuHX*R$YDR->XF*;;+pE=I9YR2%x|QDiU_moR^&rN!lqjkcT4-r33H>2c}F6Q1TD=9oa%0xm5VTLkS_Anl5fdkI+S zi8zy{icuYoC|qA+yQ=i9(i5_aU!YnL7A}o9GCK`>QQ45YpAUMQqeHuPFnQX{>|CvF zr8=}QjE=!m5q6pYqmo*4+1w^mP66Gyt216Hd))&i2Y7#1_Nkeg9KB)tGe^lGM~$em zhB;6z3P1Wjs-jQB=rS0`d-*k=-J}`TY9!x*K-mo=x~V?S9!5z|DgDV6F|pBaq099Q z9EM3|JPFn+NxfU3o14})k}sOuxK-?WC-KH7J!d{)c-_(g3`pL&2V=V1B*(!O4})QQ zz_kO0@!x-3DV)ib!ZPW*@sF^36Z4m*fB)!~?55{=%wn7Qz6;*&NITH{PW7?+tiwS? zOjq|6R7ih;ykcVVHt{MrE+S4BqRY^0^m#hl94*SulWi|VHOvVy*r17ln~^Ifl2_y( z4rI;66|F6@uGnT3LuD^k#>Oh$zgf?#%=x$e`VD_CQ@|cBz_?zs;0%ldUl=3g^;DEp zDb^-u`|ilH&ECBb?Vz!{m{+gEMIgL;rS~ft*vqeDXDph!>g5gQ9rdkkwa2=nYoiO8 zW1Xi8YUzhPi#-=^@Kh;S9D_BYtX)W#D%;M@BOUK#m^p4x2|IHWjtK`YKhK;Ce~URs zlX!pP6hCZ_J@Y_zmf_|-;h&F{qcA#5j*PJ^Po*i<*W)=qNX2 zjAs=ONNE1YaFM3CSYJt3mY~{V7OJ=(MCFAAC7D#k&7%al$n<8P_JyCg4eR;F&$BFYsGHlgIo{gQ<#eevZS3CH{{EI&Cmgv|e+V?Ere7hr-?lK^pN zh1^*vm6|MPBgvoVhC746StafNdTgi}aQ@xcf0PP02SfiIz3{;w>xBuwtrsX~4P1XA zPU~-;qd3}OiVHyyuUUV@WF(mZ*$YHqI9t6Xi^9}j=2BTqb zQRz(whwg%7WqXXpMft|!0*4XYhhqjBr2h>SyAvdrVVVOI0x~d>5hRz)RsF*7qhJ_>Vm za%Ev{3V7Ppdk1_}Rr>aw40i~SjhZk5_u{#sgA@^5>Z%kYQX~O_RMUHz^q$G|dZy20 z(#wR@2?=Qg5(uCeIwA{#i-n>hth#<{*>lI6Z~xz&BntX-SKRNv|C0RDCb=``yzlcq z&-1?LhJ%e7g>g8XCpLe*x-~f|Oz`Z&`Rg;n65}G=4{oL>(@#M!Km&}XIJBP!J%vk8 z9R+T0;D-N)mj^S`i`(TjYA~4TnT*GO@4}zLFb;f-{p_*u3D;9zQ`zsH-QzXg{lILm z8JMRB#=*v7k6{zA$=K%@!x_aH`{V1aj!X`ZS|1rD$cW3xU9^8-;lk(ECa2`4#l^&C z_$^wvaPd6%=jDED7Wi!li%3Y$PEUyQ3ll{8ZCK#<>H@#b$=U3qaelLt1%BaCv0;hP ze#y~(K~X#XGSj2d(*0u6k~34%=Pd9Gij7P6%T7*9@MFKGMI}asrAI~jWeOsr()==F zqx{xw-xlQeaq@t(ELs7*ZObX=D#2#C&Mo~In6IJDkCf|F@3?$1N`I9o0HR$!V)p| zZ8A0$n}$7&&Bf+n^RWfkGuX4(B5X0X1Y3$N!wiye=wqRSaZCDVt9eWMiiG^UHSQr+LMPQLw6c&xeVsThJmVhN< zNmw$Lf@NS?ST>e}opFJ=9z_b?jRJ7T`|e zD9pr}&pChQvDBm3;~IB7*EDJ^J_XnDCi8BO&heb-d3%gw?Ba2cjXN=p_KNlT`gcjc z``Y`;V~vl`e!Sv|B%cspZ{K6%SC6k4|0O?+|JNrQpB$VJI3Z=?#))Sq6%$@W7|A0| zdL(jgCJgCnueb)OP`Q3rJ&rzw$ z1T`Tkf+o8`S78K0kw6_c4m&u=<1z}n#ie7v;hSW3nM$jb$iV#7i&S~!_O!zTCmO!3 zKSEtN(BF2Lv>(=lmr=VEFccE`_Wat0eU6T!q3s))#~D5|m6X_SDr2Aj z@9;a6{GAWN5hodOd~cz&b9_gBO>#nfQhaJ3<1{fS?jU!4qm1LG1C5;MxP z8(W<%PBu}0XI5pQ?cZ_O>$zN%(Z}B}tWStYixni)N@}Xh?M4$QcwyJZy%C-w7V9cP zZID|k(PQX$XdLjq4V^9y3&4L@KH|E{=?#1|ZN*<1K4309D(Fu0&=#}}#i2}USqDE* zzyvIr1-9;fDQqP<{UK~2K=8hz;z z;kJb-#GM5x4PlQ~s;^}66J?uM{z9o*YqiOhR8fABAcs(ERT>5Gwy}RDd)j&1iIzG! zXI(FHU275K+eJ_<)@n1PfB{=#H!zDy#`~eIzk?d_JG@Jl{1myiKqjD|My4i2MbK6qd-=jB3xn92vOyE^&S1L4U?$*7R91rO8Ewz%0{g4@Y=1FZ>~APB5|b z@@uz{5At-A9wC`1LYR*;(0u`Oybx_T)cMiy%U}BTfpkU@%)vGS3a{b zr04wAQy>4O4}5?4GG3Qin-ffU=d+3JbD~~%S{HL&JLpvYLqXm12tl<&1J!lV(AC?g zK1|w*VO6md=2H^h8fYysLcOt!I)_a7N4yKRf|NW}zAB&6$hE5BEV4{fWg13;QD-s{ zZbTJo)wxRWQf_|QGV*!ec~txZ62|cU=16=wU7e%OptOJa_yZKUsUXZz^*){BMDzbt z76cLeouI9_?$H6$v8R4Vm$Em?()uN%chJv%Ud%zM)ayAT#+>?PFA=h zhLq$O%EVN&sdQg8;m9q@PfN>=4erTm|E3#7AF!~*&)^^ODvDrbi45jZ&+}T)61?4N zKXHJx)@Xn7OQe{gM(#}WJqLDxqvb#RC*Q3 zil|sky~w=9s*6?v35i8xw&)EO3pjo3Oo6eo5t3FTm^MX>JWMvHiX6lV&*}LS-qmn#+oAZK#BA zRhgt9F;1Nj8f*w9Wrb|g?QGJmypjs7wuFDGQCqb_Ld8;2GRRz{5ho>kMurB7qR4s6 zFQQ2U`_SSK5ci*m;~AvFA3=zJ|IHLM^|PzJ?M+m=%@JcKEqa#ys3T|_UTfAD9U@EY zu+r^0Sp1@m4tlCvYgtVgyNQoD^oF4z8;4>i%8&_Eph=k07)mmun9h~(Q&~$zyA)Z;ag+8&M8E>FFcI2QsA_9*O$AXRtxC;J6h=n0=idDG`o-&2ARp~u zP1@$?gUIcg>-HnfXiQBX^+w&H!=2=5+fo^&7UJITvb1p4iCW#X;N-geEBPgIn7svB zZ4g?GWdM*aq`RJb}aBHR#3DhhwDpqm*D&NT2&BgJpH=;yNQ zCYp|JLuXgFx|6gNvt>B4Bsa^HQg5@)6*chIGu8j}qKD=8*2&5<4+OXnY6?^!MV2yW z3z?-YE3GT4x9+2=PjsVE1H^|xj@_@s#wI0#tLX3}3NkZ$@D8rkXvL5a+X{cGYDy~X z2GE06n;hmElVg(YfKFf8;@MK&bM7*ENFSW_Y6vq<7(o@rsij#&NMp>Ad#z}WiKVym zDBvXLHZpV3O|*xvH=7+s!p*XP*}==!z(N(JQ7ChiM4=T{0u;onGQna43#$XeCg&|W zkc;kC@rz|J`&DSMLueUJVLN}D4YTbXvZjb-Z3$FS5n<}^@K8fIDHjdXerpq(4Gl}l z6f=3S8;_SsWv`G~QkW~YXe@5p@9yqVcafG7SmkzPL!teSwRGc8_Py!*9=qI!Lo1M_ z%-urDgt~_MlKmy^)OqwGUeu(wRuOMT)kV*bW9BH`6;`6tmm0x-Tm65%0n%<)W~7S+ z@*FB@S@djN7^MnN=Qgd$SlulYH4w{uo0V{>A3JE zEp&43f6aAyxEAx>xdQPq>bT&&h7eLJ8gT=~yb3$iR8kI>4+`9Tpb`Scb1)iTm9y19 zhzyUd>y}Yky&hV~4o81$U43>*mO2o=u`fGVnvFtw5dR)MmIaNmyp-rm>e)8?HD;E4Xsb|HZU*P-y3QUa>-3qq`RW{2 zALkD8afLRK`P~{)nFot#U@?~r65KpvWT3_1oYKJv4TEtI_^7vitSEveqy9|7UrxAAyYK9)wPyJoryBlKwSxO z$-iNf4b+y_)HFCfPaW^YZLwOURp-dTqJ&V!lUc|bt9zF=U2U@fbzl-Yj;#A^qlk91Tw)RlmWw$k(LrcuuDt}lN72d?Y=Uy+$1-^GmQWvW?JP|Ur- zv)kwa+@aCHbds6$OP$;J!D8XIC{eIxl1!}4m73KSs=3wRY-v+FNiz$!U{zmz!Iv_xkS&2}uI)$aYi(lL5QqUyq}X%Hx_t$(Zbnq7 z9kPEH?kq@=3p7${15@%_F8W9E^zIL2!y1Kqu03+I^-vH5E=1FD(5YM3l-ZQ{!?4F|YNeoc;Xf2XFU*uh5iImkqF=ImmrsB(7+Khjk{67c2^V|>9qUq;e{Rlmd_-HDc1^hetp_$VY z0zi;pXYg(^GTM2izaDX0-k{F3A8GC+k2Zz`Qr;{WA7h)X-?OSGVI7i;SD2^M6;hc7 zg|3t^>uowCc!;{J3Zp`y)fR}r3)B7O0=1`-rLR0fR1A$}N6l@0fEha|z!QIDGRgC# zjF&fD^G2%Yu%YKrulmr4@o`T_I_l9mC&%^V$6S|yZsFftH#EaM@d)FjU-7kPkPb)B z@YsHz{3{wmEpFgv7tDzY0grrYfdz8807(Pb7{-S z{Bn0_Oq>7=h=PmLeigzBm@j`%rWoE}uq;ugj?_+aTPC?lX`vdL42>N6P9hE(hi0QW)I-D0Es|SS0~>ZL)rYp=t=6+Q-u%g+lPO_x zv%W9L=Ae1~T(pmo^C2|Ki@^2|Ww$O9X!0p~G?JrGP+F?f8Cc6=P>6q-(JPp#&#`pE ztWRWu{D?r?rpjI5mAalSrKH(tG(Y^LxB9uX550?jN_sB0AH1CwIv^w!DwP64l|@3m zvD~`EpI{~j4vuEzOehcvSv@1!*Ld6|R`i_-vbASg2Ks)L>g)QbHn`q;6=bH|#UiQ-)g8p&H_3 z?7^L^f1i5b(w(csjThfxo&Ze6KLU_%?9U<8W$5VqWe8nB&Tfr_8LpGRd0XMPtsdjU=?}(OE{km zCoIZBpWY~Aku~Qgmlo2G@sDq?$G;r2D>EOQ5Jy(U|4Zc9Y-zIU!39)?8+3;e|2AoA zgu-enR;*4?4!N>QXK5$!_RDm-7B+Iwo=Yf%?ULJ&l;0%pPHh2cPLW|=V~#1&rqp}J zmF2Z`6Cb|!$*q6;jq6sYYUQd-pcUc|n)l-<;-ThUsnv?5Ab1=8cH~RCY?1{mhy576 z!|~cc3T0M16lJQT!imQVtm=wfPrJ~b8AB|5e%7K@s}6iqYicmqfzFKErBET#xD{jv z6NPK!TD6)`m{ewqPG4jN_Tu`Mq7u*T?dJ>F%J4y4L?C}3H#EhLx86q!F7>knxZou6 zd5cRwg`VZ#dA>5-29nJ&)*fPC&87Dn+9i>8kf4&KNC>exZ(l`yaZhh}=Xz#L_}m>Y zTo5)Yz#++D$#xf<#qeNmfR3Uhw9Dm_MSYJCJuT_;G5ElHCyg zmWu=@_$7a^E8@qwx!tPMgWS~-TX*d8RH`*<6`?RH&6Q{jyKpaX3w=B^jemF)54^Qm zbg!fDG6zkkGr2C@HQg<#3Z)9FRiGdn-yR(u5l&{R%Uab`hf38PPNwXZ1#O{f`=J36 z?gI+3Rx6Z)xlAaoU`;QJ8!OwU>U0*Ct7lyMtmc0JS!I$ZS5SiTa%BZsUS_nEQZtzq zT21_V&xOo}96uG2St+jQw6(NaffIQhM7{&)@#APz?>mh>p0*NbgaoUj^i;>6-|u2| z%9GrGuBc|7_Urbu|JUlnfdNiB41XYo(8NGui@`a4GY~y28zx$-RMO*Xi}*I zrdLolku5uscs-VxoE^#LV3?7r>3dvy&?Vs8r8bF7p)Qbu!9#yvi?d!t;cg$KMOL$+ z%m(N~->=14p)s?Y=z~t0adOaF*EsjNMG}9%8LeZn3{4{gfx#kPHfxR*R3NhsXRVit zeWGG$FdCu30Q7pDuBhGG0ad`uPt>c)WP{RJ%DOI=TmT~IHaAmPb(8eg23SFUQ!9Lx6$^h! zAf*wz7f|RX0llHp!0!B0R_`Y{(GHf6$FW@o{X@$JwYf5|CpTi%Rx$%^@MN1tcL&78U=0+K=R}&6hBN%yN*y^ButQq%ezx zZw1xJs~XU($d%6C5kSQyzn&IM?%LJ-u7>JSm9&=;<>K;;otl8$bw>i+qkMm#Z`tDV z&b(}KpkfE=WC>w;GxBnvX@BIho_6UEeQmx9gbO2Id4)`lv>Nj%YfPjqkrYccS`F2I z`)aqd(i1JXbN4Lb6KM4FZ#>V;Ud{w>$To)_zHtzFbyP~*3f((l6;G!DW|6T_L6 zqjKw=nO!6r-HX=PDere#a-P6KGx*v=Z9r1IIx!*sAGHCC7#e5z2~!r%CwBz3-gTH- zOb+TRdggB!GRz%(5|<^wObNkw-CTE{Ek!PR5_vR$yR^qoY(Fz`#A<&&bEfPhmmc`1 zr{GsmH?BA9Oa{U(E6Yxj3uGFwhB>Uvg&Jw$q~shyQV1C=J+%MK{!i;JQPvt$X%*2Q z?+jfK%gk0hm|;1s4S#meu+*vPk`!SimFl0mdI#~`fZ&Z2tMb%GE<-Fh3 zX1SKIQH*lU;<{+pb9{fOv5P@^iaISR-XI`Zddv}9p;b$jYxl|1i9&I8aC$gLsZ!rz|InO}a`ug+8bM*!6as zz1=X$s$;JuemDW=poM2jPogoOaA^tc#cvZi1sQ1>8HEY+VEx{X{dw3awrO{NzLVQDh*2(}jt|z}fhKOnwP8;1L`&I5h`TXT1WHIIY1-)3!|B?o{ z&aD3#a{6$AJR%_Q{|__0&V3~%fLR{3I%F5QN7!M4I=z2IM>$Q!4dp~lzC9QCnnaO` zZ9BT--u&k7*MF&_ytlzt`tMH8`>s)3`mf09Ziy7E)~2%^_~_`k1F;rS ziOy;wYzmkM1}E?`wb~p7wVhdyYc(42u!a=tjHM=Ux2fwET0|m0-eBqA-*KfvAr}!+ zwrT)9o#%hh!AdiA38msXRvFv}t0m&|b~mNj&vVYwGr6?CJFCNUtwI&pmAfY{l+4bz z*s`gTB#|+jRLY=MNm;Blb&ZW^2AVeU)WDJJHo|QuSRjZLU~7D#GM~(q6xHWY<)XaW z1afug{A{U3V=dO{i%pcn+Emw0R#(a-4ys_k9hQHQ1$k0&em=8|SvqlB(4N&2LSlnv zI~zJ9s3~nY+(A05;3@-reUJ%NxT|^{8hC;-}``u{91u%C#e{bflojb^c(CR;ZcnuwCyFy)S zf5U&#N_HPe+PK=EIS@LJ^7b1#ue>^>h11?|8alDOcl!9P2lI$u=B4ZCEjPL>kg&_y zOffQEXLKFn{4b;r`1s*QWyb$9AsW&#=%Co$e8CN_r z3s037z7|8mR9ILEetPz~_fSsTr-#r?G^2kJoJMcsXzxSf>Yn5cF&7wNt|8L6nT57x z`+RxH_soC)eMY_u*`*_XWqy%JD3eL0fSJln#U&E=Y*}WLS`2!&K?3Oa=rP=8w%aO* z2Y0;q4BzoG;Xn6|mrv*czP(6NDv~j?W>1{`7nwCrXpv01&rCO{EUbkaxl8M47Mg!? zBkZ6L!Y=t<_+N2*2&zG!@ax1?=}9@MnZS2pdZoOqtk`NW0`ZopJ+VoiQmMO}))&dmw`#iNdT)cI?mcrZQi z8J-?Y__t3FkSA^WwPg)=cyGEnY!i#tai>|V{#UhmH)$>3ci|62^y@4%@!`61_XRB9 z{ts;od>2Z8TRDzw?oKoEY#!cRR|oR!_#eE(#Vct!A8J>=l$Bv_g7AYY&82_hG|-{t zJ2MXK*c!NNix%wd$U1Q9)QOYeVgEgxzY!Du@qfPwm;cm+`%Xk$*W%xlx(BY=hjq;p z{+GDs>vYwxkc0a_C?2OtubEF_81@JE|3W1DWIE`zc9gC!cksa2Q9;RGW1!bK$JmqO z90r}y{oYw&G<$hBHnav0G13@Jbpj2E84CtRB* zps&fXi3WWzX7mx)xrv#5Lz9ectWr(#0oSof99!uo8-wfAWY2!N$&k(K*l2}69?EIu za^s!G7pUc(YqZvo!+Cshsj)b;PLO}vg+?2VVbDPvTzLmRG>&JB)#&bFA&ah7S$u*0 ztO6egvs#7j4(zQ$F9!=-1Y$S;0!wLV`#`r2L%-{o(|54U37>v5Euqp4%UEN zFc(~+Gwntn7)2U5!NLLo7BL=<4KRg?iY@eu+~Rofq6aT)VdenAtOYZws9}GHNL6tG zc|6P=paI+pRUlVL0X}VPgvKIhLJulVM+9hQGe!zjJj48sNQiWG;}rhD+fEyF)%*hd z1hOM9DC8`7!B@_LSH!gwRt8@JyLt>{*%AmR)kHbx2JmzN@&lGG5;O3lO9tQoLCS2P zBp5ysfIu{Rc?GA?ddfp`qJn>zr=Ff*hn2mdJOmOEsv(T0TLYx?7QD40ln7R61z7pfkTX>O+RY z6tY|JvJex%!xt*S!x2KjH&8?x9MBjoVCtzC849T2qYwgadGv~wm;`@Kq+T2=!J?Wl z$ubUFMM5YLmEwR1PL+~m3LuSN5S|+05v*t2Qi}k88VUukIe=3~hc9T>a2~KkNK0^2 zRCMPb!aqg^3v3;uCfY$9GjD-7VL+YvB~wetlOu=l00iSY6B$Se0U?_h(hQNL2_*z@ zGWcVFqGX71U?Eux8km13IqC(oBnNp6JeXV(`!UTRe*q&2zQh+W473)wr)X#&e#s0f z@JT?Z0q9^WWF$qOBLK3dP{?K3A+7_o$jS3olI#TWBD0c1=7KwzpAf_W?LZfL1!iUK zh!6;cZ?rVg2o>4JyUc3=zz6yWJ$f0z#sv!qwx z6bL_95`7U;ibx_3VH_sQB$0$K8QzVO8yQB-pFkw~%0z`>B2#<_7<9o9RL!&b@BjP* zGTIpp5%LVA*YAI?u9kmWFgW@IHqXMI;FyC=X$BE?9CDw)dou&y69gJExDx~}rx{dg z2@sTh8Df~3Q}=zC`I8K6nB|ikbetg-jT2zT@7igAAcUFnrwCl=+G&6QGT2iDh?E%u zsU<)J9N9_FoIAzAnwc`EI4D1}9X0(ipkl`rSsnQjb~1k_8F)2|;S>jm;Nl4m-lSRf zCpcJVX5OFR;F6vpq;?$a(Gbqfj6TJ|=$Y-vkdNca&5}96!3I0iCm8soW-6W{=-f3& zHt^ZZ@`?LMMl*eifm5~%m16>{Jx}8V8Y0A!Q8Qys5vbTr495gmT+FOJMc{K+%>e?Yw{(I)N2s|^ z4AC8%I?lX4LEvIK&A~BywOV}l-Td+Tc6$pL3M?KxVAJ!m2zvP)>^5M zaNrtsk_v3gN*RUkD;$_7BMSSNAI#6u|CjlHZk~T{=8x~)u3v30H`guFPpfX3Alz%&*Is(eGr|`el^~_oJ#btE#8#nDm?JWCnEl`DXo>tlU1!{dbe4 z6@-6cJh{BN-L?bIe^}k_EIWU+c@F{4Odm2;RNwVQ9+ul%u_?;3DqkNrJ$?9H{G>-@ zwgV8Z@^rAl)$J*H%9yr}uPYWR)ZeU*oDuJ(WOP!_fcURU*gi9f+>tLFioDp-+NCf|$7 zPwpFq<%ZDtQ0-!>O?1`YwY1C&J$+a2-mR}MEmARP+e)Np?{wZCoqFI*UKj7w7)#hzojiGHGCqzj)3%E|8}E9)&c&wGL*eMR#X%sTPr&#LQDGb>unThO@ z9`t|mQ~OV}v+fuv78|8vnq-G17)4<0Nw7y?9ztL?6B*?`0^3r5k%y+49HxKr?M*X! zS~lxiELDpYWafRIEk$!v%DVnMsKye%>7@}}O02zzrcGnQHBDsx5YE)L62GYicmW(yBt{6R)D(-d^Zx>ek^}e+kO~&HNwG7 z=3qxS#K|1OX8^30o%Q#Qrao*x79)(p%J;>{dx(ZX90fO(SLov?>~ItYaWq;WAG7Y` zXmFLOqn*kynp5U?!{#q54f%b%oNK&?{5h%D)RbGZMTJN!YjH`eBh+e750<@pwC*iQ zqpNl=1v@op$I;67h~a-o>8nR;-(wCFi{JVPpm-wI$*-2bdSCx8bQ-i#8naPd*>?o$ z+sF*sXtX3gVwm+_xLgI#)vs(r#RdZ^4WMos3`D>Gc)8E>%oHKWDv5$k^O>j!g>F>x}(FfE67 z&0l|8m7PCwuBE*({&RA8eL_~_vPDcQ>lin$+Xo$O^QKz{h3n#hX3!EF@ActzCM><7Rocy z`IF1-QZ)H-bFrSkxLyDBetUI!4aNSkdMnTD3SHa0e?)&x?RT~lgFISoS67=igjQJx zwVx;4`3cs1N^WQyE>EYi7^lpc3?*mvqdeuZc3alYH9@GxJ*V<-LcZvs6p1&9;S zDeiu3DY&Bznc9gvd{nYM*2~jDB|i($;(;5}U|$!)j(6~GvNk+o$1>i^c0U~4WagTL zNRB{q-Ozv6BrI7RrIs-QrtS>M5@rP1*eTO&L_NxyYv)Y6~&h}&ddPka6$Pd=>7Mcv+? z^C?_fUSAZ_Aro5MFDxa6*SQ9AYV9t2J)Hnl$$nD)?FIvPb9$TasslHE<497@mcM-7 zo)CYC2@AReu31(lQD%C~5%6TF4+&zjyQE#gE&Ev|z+<5=dtPHqhd7d5+6Y=*cB^{{ zf7z1Gt>u^~95?)O`#N{nD&&MH1tLx2WtX-Rbscvua}T{_H=57O?)_cVCJ)nceeT}3!r@~0iPJk+z?+Avr;mMq!~P{Xea%mdLnuzx z?68dTJsEe@O>!lcS+N2sN}%xtAEr7MQ%>Yh@|RRWoR|RR2khO`JxRwlP>86c_h1#cUbuP4=Oku z%N!Q`TAK0_Nr=}tN9h5Lg{L-!gEmRd#(No=GNL6b5eyTHiAIiy)AK3!Q(WoJDWY8PLhumus;DMy4G&bg)|Za#{dKT`Vf+RLjmCkr^Y14S9ct4JonM47$)( zyf$8o+_aUPF(L4pKNkp}6M7(p16M!I|G20@tNQ$iY)W+Vipq`N`N z0f&$dX{5VhaG2}A?$dqxU(Y&EXRWjLiM97G8kYV#D^TJ>Xh^@0r+)mD_lU9q0;L_< zgheN-l2k7IjJ-!NGtY2rcI_x}?fqBRMDW7aEPim5| zvz2z}dB56;Qbg$o0}u19PnBlzezpAjG6=b~w#j2- zZP*wfL_B>X>Yl=}T{u)hkY0~OXB>qNa#kNu*M-VGj>20iB%WEu`)yLqq;C4ryy6WE zZ}au@rkTukqM-*?hH-dH<~nBzaROJ)e-JZl9uaE}@!% zO|ed9;YCN+U|7#M{9N zOd>*c2G|HT9uf4<;^nz)aR_KIbrj+G{{X?dA&^5#4M7@Vlfgqb+V9fp%o@FH(ZgOp z^Ot>Eg89()z8%@v)4L7B90CRSkn57pS!CJoh6Okpb29-B!CbL~z#8ASwN9Vx&!LBJ z%ce*Nft$cKi!OK&Cg{oN$7S;+4^Kd0Nw#aY-TWWm`uWy$wzP-%9_{p_gMwQyfhP)H7&o&!8(CiyO5CEnD*-Fbu-pe zjD{l^i}xBczby{b2VG&%r^C4sn}4gMx-2Z+uzwgddv@7!4{}Zl=frw}8M&J@J}!r@ zEbwAwrJz-|Rac9tl*`>8my69t!j;<-7gCcDOAAkrndQ<;a245Iu#W%wi#hMxPiuo4 zQwaXO))R7&h398u=84P6r55LWV8pa87Y@eWUX%^vnTs6N(}r1;v-Uw6z0*{eMx}%* zg%mr|wvxH~=pm?Ha1L;XUT2YY9%@pKJu2YTQdZy2?>DH&1>U9oQjC>H;KO#znkpQ&80VQ(SqpfA|Z5}Nb z>_y3BZh@@Mi4{(&J@N}x=-%^wy9}`>*dJlHXq`u5R&;!a6nv{>I*)7sqmoI?eSBl@ z0OU_F_HM0TJMr18!`02*H8WPu%TGyNxV$A-s(GQNMac&2bwq&R=_z@^>?hs<+=7nB z{p!!&r`u4!86!<1`(-;njEg0n>cAcNFX2gC#qL$ zEY*)k!B9B^hO!8!hF0*!43)aPEhU7o!F_G5%KawXB-~dqLoWle}X zMTYtEHvE}%luS5LB0$AOa8bfq8TJIu*li9QES}AKxEf4yEBDu*DN=a3I~s25Yt+#b zePGJ0rOg=II?ERIqD93`jnSi&EL|GMz53B(qxfS2Ix@a$!Yhk<{NFfFIkKp_VOe;& z1jzn=W94Qideyn!;>z7)dHryg5_G|{%;F^@u`)7qsjHd?0ARsl5q8w7P^mxLSCC2; z893BiXg0e7(n6-@x~1!+Q;qhfHuGGA6pEd~M|EzHiNY`x2V>zY!mv5LQrs!K?hu`U zZ?}7^i;D)>-kW~+XQWg=FE1yg7i38tUPCs1FA*|w6^O?ri8#UWYv~6$NRnRf@Z9Aq ze7Lw|Aem_60D4xF2*kVoJ=!1I{M5o$Ty$mQhfnad4B5Tx^&*DN8$TVO9>; zC@){%T?x-w6FA5Q&4CRslS`4AzgD$d&z06o>-ULauTg-1gBlrb=^7TjjgS{7Cu62y z2gzASF4`QOl5UsMruWtL!7e!GUd(pit7t`DD}e_9Eqn2tNxLAS^++B8?r_UoD}jj~x~7{}8;s%1CGr|Zkb zH}isFrRGOqi8Y>>!g;@P)8^9>0bRc(;)xF@b0EQnGtK6xgH<2E3y^D{8q)o>h-Vnc zz<&r-Sx3BfWHJsP_Nxw5dXGo_rJBart&KrILwM*PQ(?U$EW?9t*Nc+Ny#49Qcqz=a ze74Nky9ue*6(AlcH{({y)IwZ;{j`4e+~`+NKYD0w$9i>1u5OlqVMt&B7sc#<=Q<#%DxloytV@-@`Md##WP-(uQKR@iNxsNkM~W@_g(iuviKcdmV zhObGJj{~3mN%=c=vKYd@{AV=d%1Sr#5k5)kgrhqGkz3m;N|YT+Y*rjDWlQSpjM8d$ z`c?zZ`b~epb*vwX<>)a_Q7%Pq+j7d{)+nwvaN=8=q{u3)p-u;ePP`V>zehXP>*}hc zfA>2Zc^xb>Ex61`mVS3Y#kY}&cvQXxq6|_O$ZG69NJrJZx~E-B!kQv-XYgagKziVXY8S5>?O?Vag>fEZVu;f{$NJ`o#JqXnR$g67NPq5)*6?M)yJ9yppIGr zj-~p9BXD02tgsB^y`zF2<5V3##P-B8<^@aW(AxyD&=Qjz2Q*4Ks1ul5TAX`S>0GV2 z(&1+1zI)ej?_GleI$??yZvR=HMUOg1`Ph8jM-1H)cPFmqRWPlqH!*1bf&Q{NuJ)P~ zqN|`}>8iXCIi^m5vgcq+AFY7_Podfo0(3aLy7@7|9gbVwRT1n6$hUKnS^;gVJq5SY zbQg*EFQu6y5Nd)`IgI7e#Wxw$?y@i@XR?B07!}>OGHLs1#7_hkQ&v7kfZ$8X8Ki|ZvMD;H>mnv)+#cJjWcCPjXQk3PHNpB3&qd;0wCheaAC&{v71nb454=^C zf9B$`>k@iDOZZns4mLTYGr|aDP%)qNDQ@j$|MlCkN|q9HZaNd~5!tas?TiPmXQ!(llg5&XtGdm(0QQOThZrJkyfqrgNx#o(}~w5b1@0O z8)%vQ?{xJ4c;S~uWp=yKvd11=(Zn|}m2kKpIpv=i?~-q%#w#aZAyhkd{}lmBF_B8R&6O$-vr5h3|$NSiY>%1WK0aFm=zpm!Zw) zY++=0K~S<>jhs1gG)UEe@YkpLj%?b(5J$r;;}oB7wKPTkRjGsv?lI#MQ-y{c`Ril9 z!8|)@4GYIxY66R0pYbQe!giWMd9OtgIiR8SQ95qNTNXg@;Vqp7;o`C!0=Ayw;s4by z!P_rGB_p2OEI0Ff-vr7?3osiZTV0#qn+*s2@M&yol$Dm2hXpzbhAl9KP*fjWHZWmR zU1b9f@b7n*cq3i;=k3FN@;U=WwgN&ZjJFgp-$q2LcKbj^{;rdr!3IbpFn*w4S=qDE z_R*91RDimuv>(!Yc`5)r+b8$Xzc{G47iuOeI~bMF0gc^!jE}l~!@J+`jax2#8`-tN zCwY}IC}#QDF?>_Riuh*n?r!+Fb{-~rm zgXAlp+WS^z5-y%e*>9cgm96)Fj*-9qHZxl}3uMNUy@3X9o-*O1{QRx9^?H3fr&LBr ziz~zA*&A zw$~N1Bb&dlkND;Ny~w}4xDE8Su1eh7t-kvvV{CP{$t)@K>+dBV!qGoHz-k1Yo)I)T z_~l9D>2iqqRjZ5a&u^Y6i)XsNf+qOZ#t)=`#N=PFl92g}htmYD|OSv6f&U_IFa3Riq9 ze#BuP2sFx5{P!j79DqxrqyN^+LCE;E161ghvYDI%)WHTSA}(StBPJ>%;~-`uAt5dz zEG;P_B4TF;6&6?ce>2iodU08BB&5>s_u+B^Qd0jj3`)!xc^Mec{5a_tX$gP)num>x zE$=ExC+r+|=M{|-rOMZ z|K0rTdGKc`D|l2vc0}gtv~a7PF@S*FR_ZTq)%w%+_ql8C?U4a;TkP2Y^-)#&$S0Mo z*xLP?qTpGiBK64CpaK!ZntT`%a;%q^PQ2d$$@?>3S~w{57>K@Y-gZfbuGh<=jrP z>E4HHT+lfLU-=^*4_z6+mEE~^(4c=qzDXfQL3QDhds=ydgbNwPkN$!FCw%5@q*qZ2 z5mR2+BCjab64O{HD4w4D@;2FAZy{N58adXbLS}V9*FTM%=z1~DpUg^iGf)(*vCPSR zVkAZNN-%ha$@9s_&+6QPB#@< zJ=dabc{7U^N2{<~rC{RSoj|d2fBO-Q;z!Yc5w@DL2u^lw;&Ny0y0`^JIUx3eX~*c} zM1SnfJX-6V{{|31*ifIWJ^X!cP{fiXYe%=wXW6mZ2)T-!S}VlZYX%@-C!(EAMfk(d ze6&w|z;y~?AsvD1L=}TyZ=x26FPQhAE`{zi7LmJ3e!8^~ApU86yJyPGXR!Cea_d@HJ@g86#xvL|0@WKb1%H-)~VtAPX@Z8V1}5QBSgCX>Ib`H*!2 z37#vuMP&mKfh4iV(t3*qrgnT<-vcKd1DJP5lHWyVgg0bXa&g-cX(?eo?1e~>UdWa% zOTld`*+ySrU_$waFI&&HEt?V`0iShCZU>!;TJaOQYoy7LVvEnGncPHni`&CXEvFnx zjLfRcm@A>0_dULjU6mhgJ@&9~jV|{9y4{-}T>SGqKVx2q#6PCc!<1?tmNxXLB{Dj-ahi>iS9M>Z|sK&<)Vv^>#r%}d$6A(HaF%RD;!aRCB;9< zO156fzu1iyVY)~uDefK#ymtZkO;WendhSOAJ)D?8i^ zgbP2q;Qf1lq^DGxiEhm;EB5RJZXTiTEpv#J$cV&i21%{FS%~`V&A;0ez?0P?pvhqhdV_ey}ct$Hhoio(;_%usKN{eW*EcGtEfZ^;Q-@srHZF31%eR zArVR^NG$?{vwyh^*WLM6T5O+HI*Z2DMZ;$E^=%gs!mgk~hAo8h=xa0U@xt 0\right\}. $$ + Taková data pochází z normálního rozdělení se dvěma parametry $\mu$ a $\sigma^2$. +\end{example} + +Všechny parametrické modely můžeme obecně zapsat ve tvaru +$$ \mathcal{F} = \{ f(\cdot; \vec \theta) : \vec \theta \in \vec \Theta \subseteq \R^d \}. $$ +V dalším textu budeme využívat následující značení: +$$ P_\theta[X\in A] := \int_A f(x; \theta) dx; $$ +$$ \E_\theta[g(X)] := \int_\R g(x) f(x; \theta) dx. $$ + +Velkou skupinou modelů jsou také neparametrické modely, který nemůžeme parametrizovat konečným počtem parametrů. Například, celou funkci hustoty můžeme považovat za nekonečnědimenzionální prostor. Uvedeme si jeden příklad takového neparametrického modelu. + +\begin{example}[Model Sobolevova prostoru] + $$ \mathcal{F} = \left\{ f: \int_\R (f''(x))^2 dx < \infty \right\}. $$ + Data pochází z rozdělení s nepříliš ``vlnitou" hustotou. +\end{example} + +\begin{definition} + \textit{Bodový odhad} $\hat \theta_n$ parametru $\theta$ je měřitelná funkce $t$ náhodných veličin $X_1, \dots, X_n$: + $$ \hat \theta_n = t(X_1, \dots, X_n). $$ +\end{definition} + +V této definici předpokládáme, že $\theta$ je pevné ale neznámé reálné číslo (vektor). Avšak získaný odhad $\hat \theta_n$ je sice náhodná veličina, ale umíme ji přesně charakterizovat. + +\begin{definition} + Odhad $\hat \theta_n$ je \textit{nestranný}, pokud $\E[\hat \theta_n] = \theta$ pro všechna $n \in \N$. \textit{Vychýlení} odhadu definujeme jako $\bias(\hat \theta_n) := \E[\hat \theta_n] - \theta$. Odhad je \textit{konzistentní}, jestliže $\hat \theta_n \overset P \to \theta$ pro $n \to \infty$. + +\end{definition} + +V dnešní době je díky vývoji výpočetní techniky nestrannost více upozaďována, větší důraz proto klademe na konzistenci modelu. + +\begin{definition} + Rozdělení odhadu $\hat \theta_n$ nazýváme \textit{výběrové rozdělení}. Standardní odchylku $\hat \theta_n$ nazýváme \textit{standardní chyba} $\se(\hat \theta_n) = \sqrt{\Var \hat \theta_n}$. +\end{definition} + +V těchto případech je standardní chyba $\se$ neznámá veličina (parametr), ale obvykle ji můžeme odhadnout. Takovou odhadnutou standardní chybu značíme $\widehat \se$. + +\begin{example} + \label{ex-coin-bernoulli} + Mějme Bernoulliho náhodný výběr $X_1, \dots, X_n \overset{IID}\sim Be(p)$ a parametr $p \in (0, 1)$. Potom můžeme uvažovat odhad + $$ \hat p_n := \frac{1}{n} \sum_{i=1}^n X_i $$ + a z toho získáme odhad standardní chyby (díky nezávislosti a stejné rozdělenosti máme $\Var(\hat p_n) = \frac{p(1 - p)}{n}$). Jelikož přesná hodnota $p$ je neznámá, musíme tento parametr také odhadnout, proto + $$ \widehat \se(\hat p_n) := \sqrt{\frac{\hat p_n(1 - \hat p_n)}{n}}. $$ +\end{example} + +\begin{definition} + Kvalitu bodového odhadu můžeme posuzovat pomocí \textit{střední kvadratické chyby} + $$ \MSE(\hat \theta_n) := \E_\theta [\hat \theta_n - \theta]^2. $$ +\end{definition} + +Mějme na paměti, že $\E_\theta$ se v případě nezávislých a stejně rozdělených $X_i$ vztahuje k očekávané hodnotě vzhledem k rozdělení +$$ f(x_1, \dots, x_n; \theta) = \prod_{i=1}^n f(x_i; \theta). $$ + +\begin{theorem}[Rozklad střední kvadratické chyby] + \label{thm-mse-bias-var} + Mějme odhad $\hat \theta_n$. Pak vždy platí $\MSE(\hat \theta_n) = \bias^2(\hat \theta_n) + \Var(\hat \theta_n)$. +\end{theorem} + +\begin{proof} + Rozepsáním definice dostáváme + $$ \MSE[\hat \theta_n] = \E_\theta[\hat \theta_n - \theta]^2 = \E_\theta\left\{ [\hat \theta_n - \E\hat \theta_n + \E\hat \theta_n - \theta]^2 \right\} = $$ + $$ \E_\theta\left\{[\hat \theta_n - \E \hat\theta_n]^2 - 2[\hat\theta_n - \E\hat\theta_n][\E\hat\theta_n - \theta] + [\E\hat\theta_n - \theta]^2 \right\} = $$ + $$ = \Var(\hat\theta_n) + \bias^2(\hat\theta_n), $$ + kde poslední rovnost plyne z toho, že druhý sčítanec je nulový, což plyne z linearity střední hodnoty. +\end{proof} + +\begin{theorem}[Postačující podmínka pro konzistenci] + \label{thm-consistence-sufficient-condition} + Nechť platí $\bias(\hat \theta_n) \to 0$ a $\Var(\hat \theta_n) \to 0$. Potom platí $\hat\theta_n$ je konzistentní. +\end{theorem} + +\begin{proof} + Z Věty \ref{thm-mse-bias-var} dostáváme, že $\MSE(\hat\theta_n) = \E_\theta[\hat\theta_n - \theta]^2 \to 0$. Z definice $L_2$ konvergence dostáváme, že $\hat\theta_n \overset{L_2}\to \theta$. Zbytek dostáváme z faktu, že $L_2$ konvergence implikuje konvergenci v pravděpodobnosti. +\end{proof} + +\begin{example} + Mějme stejnou situaci jako v Příkladu \ref{ex-coin-bernoulli}. Jelikož náš odhad je nestranný ($\E(\hat p_n) = p$) a $\Var(\hat p_n) = \frac{p(1 - p)}{n} \to 0$ pro $n \to \infty$, dostáváme díky Větě \ref{thm-consistence-sufficient-condition}, že $\hat p_n \overset P \to p$. +\end{example} + +\begin{definition} + Odhad $\hat \theta_n$ parametru $\theta$ se nazývá \textit{asymptoticky standardně normální}, jestliže pro $n \to \infty$ platí + $$ \frac{\hat \theta_n - \theta}{\se(\hat \theta_n)} \overset D \to N(0, 1). $$ +\end{definition} + +\begin{definition} + $(1-\alpha)$-\textit{interval spolehlivosti} (konfidenční interval) pro parametr $\theta$ je interval $C_n = (a, b)$, kde $a = a(X_1, \dots, X_n)$ a $b = b(X_1, \dots, X_n)$ jsou měřitelné funkce dat takové, že pro všechna $\theta \in \Theta$ + $$ P_\theta[\theta \in C_n] = 1 - \alpha. $$ + \textit{Asymptotický} (přibližný) $(1 - \alpha)$-\textit{interval spolehlivosti} pro parametr $\theta$ je interval $C_n$ takový, že pro všechna $\theta \in \Theta$ + $$ \lim_{n \to \infty} P_\theta [\theta \in C_n] = 1 - \theta. $$ +\end{definition} + +Tato definice říká, že interval $C_n$ zachytí $\theta$ s pravděpodobností (přibližně) $1 - \alpha$. Tento parametr nazýváme \textit{pokrytí} intervalu spolehlivosti (CI). Interval spolehlivosti je náhodná veličina, i přestože $\theta$ je pevné deterministické. Pro vícerozměrné prostory uvažujeme kouli/elipsoid spolehlivosti (ale toto rozšíření je komplikovanější, protože na $\R^d, d>1$ neexistuje vhodné uspořádání). + +\hfill \textit{konec 15. přednášky (8.4.2025)} From 43f85277f6fea33e3a92b3b3331f5c1079f21b71 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Tue, 8 Apr 2025 16:33:55 +0200 Subject: [PATCH 09/10] preklep, theta -> alpha --- skripta.pdf | Bin 314262 -> 314252 bytes statisticke-uceni.tex | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/skripta.pdf b/skripta.pdf index 0f669de0f2f06e48f2864b54bdf7412589a42314..266c5ed2e65480dfb053f7695d39b8fcd207b56d 100644 GIT binary patch delta 9578 zcmaiZV{GRQv~+FTwrv|*+qSK3f7Q0TwQbwhzu4N{t+};r-Y4(-<$k;0P9~F_*DeeV;tgfdgN}5NT#O6tx~i*OZmday zgTv7%b|U565_0ElvNkybYtMAjnT$Bo7iHwT4JC35e76VLCz^Qc!@+D!AhL*mbGj5`oYr=0ZV2WbxQar8Lw-nYWg6^oPR zM3F#3^|*ij+b-GiL1kD8*uGLk>WuAJj`KB8IA)>c&5l-u7$*XLlW9h=QT-+4jh$TWB|hT35kWkxzw~=OHd`T0IIXLRtyX4399T{K&z5+? zN$!^SI)vZJ2{S513;ky=@2geLC1#BYWq*)Kvox{qjaw?E-2f_2u~D9uKD?(xhF}aAIXMTJg#cmb-q0gKZIvd~)Jj^;^#m(Jc&|ci-1Ru)%qg12VQm^YB@ct-pYV3#lKYU zk#i{2)a=oq<7V2GbEJw;+CKTimq~i=cvFagKCz}w9rS^9g8uF-7Cz#6S$XccUyVx_ zNu&iy9tmdr%c_yLh9p{?u>8vnme`h>`jNK;TL!DhBvVjR;a*8CA?s;1>`yMVNb+{M-}(kY zw_b;1O}brbI%8A(@sqaWs9+JJ#eSO#MvunLzV= zto~~AQ(ejD40kQvULg8pQJxjFyVse}7H(mU4cf1yBZ}SIjV}Lc>>^WD}Sh5yPiuoEI`zXe$?A}QSk zeQISC@X;MS)FDLk85L^p+H`X$9>Ex;bO0*hqwOYLd92JD7153 zsdt%y8xor$jP=?UovuG$0e~iQf>nq+Uj%jrQ}UsGnOgAf-x`qp$;TA3m@gX2%ne9a zGX2zRNbvT3_0n?9Rni&ix#(yHtSY1$31LDvGEts5O|1@|k-8a3!w7tnlyM9b?A}xt zwy96%3;ecEC^F)A4o^txl^{*%=1K(VC9)s-P3WevnF9F-Tlp$p5r9i|F>9lpo}TF! z4(n)iq4h22yl4j9ohqr4q2R5oqTB5bTI_B=@~%|@VkQIjY00(`;`c6;AMA#m&Oj&u z!`)buGIBWHcAL6t{I=2ZY@4Lq{tTSY_0o--NLDi<8ru<<0rh0 zcH`CUe`*ep*`u#J0+vPv-8_K9e>c8|n;n^InYZ6aE26^b6%#Eq+6(kMY}z`oUe^B1 zZ?Lep{7|B!b?be=PQ>k}JjV>FWQd4x*11j+z)^r0UEv5dRqOVwVi2$kpPHOl^$Z3L zFlgFMJ$@`0ud621CUJ;ER3T<*(Vf`Zh(w8G9`A)87OICd0ICJ_x*DZ99TUYf<8mQ( zyreB)SAuEWgIvh%`ZpKwNsyKdQ2M1!42(^e*rI`#9Nz3!v*&jDd-GAnGe5hnqNDBz z>V#p|t{p6r?nOOZtW$Z!KK+jgSPB?rdiQTX5V|lTx!k%=okwd@)_7`ZE^!bjuws%PPjl~wF`hd0 zHtb)(LJ*;~eCk5&3bTT3LhRztd2-ak88B#y)G$-d18U27cxT3B?;#}YNvMB?WIChL z>FIQz=Sv!W6pG|<^+bL7U0cX7`eV5qVb@fu3bvmOnqueg zrX^|-AB0?IY(Ps9r3%H+d z_L1V!J5HkRkEW%I5qo(0W&w(dx%B*p5JlC^EYDVf3J3^X%GH;Y1G@7)CRLC{9rQ4_ zbp>Hboshp8rDC1b_w0~E*ehsHwI_dlsyi{d0a8jO+A(=MhT1_(>>!5b5?!;KLT#T^ z4(*^kwb{(2zqR&0Q1lA0lRRG(Rh^6xbS)PA7JXTNxfu6!^{NX)O_qglLd2tzg1g3J%vI3+Z5)E>=<&5Lm>Wp%E*H6=$N zTf9L)g{h1X^=;tog(d9nZpndRar;lY06B}8kD`ihGdfY584RxkCkLfxQ+- zB2$r@kr@OMX062+tIO@V&q6An730|^8~rZktu;97aNd1csbY$WMw}@grSTA`dv2h!>CEarm-7Jj?IwAgI_A0 zt4lo@+P~ijB&P2;60JgMSL74g21iIdIT;()M>f#Frv|J{F)&Xvy10wbJ^vmdvNSoz za4eNp%3>X{PTA4xieBypz3r+zX>_w@-^#9tSq4XK2Av&u33!`*^Zp$wz)H~nJQwvK zi}57f{rhs$s^8Pfms$QDuxpi3B3icV z=*lOVL?67Vo~!I7qoBE3TK*Ch;?1^AQV_jDiwb7h?AmJA=QPy7P|+1i#kObN#I65WgjX3J$H_f*(^|CfeU9^#!jE-JZb|)E%WLUBD=d+&IIOjY; zZAEp-)t^O;sb2xW*f|UeC(|$sDyT={Iz+&H;tc+if!1UxU(h!VXFSu4LH40+!?DyG zdE`2w$NfHLVD9&Pc4u+D5!SD7THnyqU`o^sNnNwFuy_?ohVpgwieZNIF~jEP{4P+C zJ1AzIp90}=(khC17|+!nC`#-77aRCLxre*T+cIr&xte+aJf28O#Yt^gd4^V9sU2j| zL~WO4jjXA~34g8uhM#Fu(vD9hl9qM?eud&=dC>4jC9ZUjW*j! z9j}u~kxoe)K^rQbMGWDeoh9eHT_Ynm=CKNJlK}x3uZQ*3*q3_ZK9fIQMS@QIqx*{p z4$JB`bxnMLV|#5R3ZyWeV%7l2Qu?Nz=f97&z+DB@e)E-Z%@uT+L3iSGo1zGnf?PdT2JM+*UxrcA;ES!Vpp3;h#z8q^C6opN zezv0*^!Rvm!+TQJ=27rGqRu88#EjcPekye=W<ouAi%5^(5bYknA&E%A`O_2jAPE4%D_Mn720aEFbkKxaRZdK+t)2d(<~V0nW@7Ps z;0(AJhEgb&tTK*T^dDQa4!);fh-fY9UPT&PUiv;GCo`Qh3Y){h3fuC`fyQ!n~$ z!iT4U#T&(`7ALnE;^Ueyum&SH9cR1j4(2)ZO32p0s+){I=s1-8V+Gn&4Nou>8(Rw( znLU)56hoVyDp)!?RD2c=1$sr()Ib4VBwTF377GgjD}F9l6QV)bK1HnpocI8IY%dK5 zoSUoynapovA#c-&7Wq?mHWY}f_(c~SQL39bIUq}Ha1)d{^s$Bye19qYpEgn|vE6y+G^EWyMtw9MovXKZ*=I8IC z0w}Lwed_B;iOwB7L$Ol@38Sp4wBxEm18504u>u5wxjB?Rawuv$k^8(Zyo2(OZcdlu4l8VnZduwYhW z!9j2rIms4}CR30@7F&=#$ALhyU4bb$!32AYXaReR;3z^o$;fWDX(1&hSpcjr4d1&& z^bS1-)=i`YCR#Wr6BLl#`>VxN0S^+pC15VpNjFzc{FY$alvH~tgD9dM=5nXP;8m)C z#+23*GxF0D9hE274E)vG6-JT!Ph}{r8dlMdmtsZF)z};`QAcJ|5)|HCsG}r2Dms2i za0@=!LhZJ-NU06=QvOH86mh%1{`ET8K%CcS8(= zEhf>rDn&4A6>*I~Cu)u%8_N9p01Nk(*>XiYfB;s%A8I+Is}x2TY9t)g58tC=8Wl}2VPdDyf)7<_id&pr=(+a&h=rRGGI7Gzg9Rd(~;(Dm^f9w)jh1%p_pExPNSyYmcc`nSE8G;%HLIrsYj^0;Jk^x3b|1}N|fgBZ;83NK4lk~;e zFU!^b=LV$#Hh*M8AwPFtx2|rGBu-+3P~b#Wy3W&;vdUK8R-ZIOAjWQZ587&}>vL>t zl50&g#4728tf4mCmFsYMq|NbH`;dwAe}&Uns7tW76V%mtd9YWmf+|YnqO$yCR|?3= zZRd(?m1|i9=%R#?3#C0?a`$PGET9gVr2P{Gk8gmR?UlbT>6r3dwT6EhIsdo#oY2I9NRlpkJLWd~&Ty4_-#2D3`_? z4LB~dj}kP$Ls|2iZ44rAPd(bhuImmQXuDb6Ab0#lU@;h>uG^!co%rbmKM6E$%({{P zBiIL)lr0IB*&{qz5qmvN;43`@&!UJl{~6)*W)w2-Eyir`y*-tmO;*Q$G)6^wecX8Z-2Ho;K0#qz{rh?V+RkU& zU@dq1c7c$27VzFDNs;AGnge&mCZTjqLphTm&40bXJx$KuE{+ zI_byB!wLT0nL7|-dPh89;T~WzEpOSq9}jb1gB=m(-&PdIX0bG2-*ZFdjXKy-@Z{VCHSH0<(Z`%Nju`38)E+ujl?*L z;IjnbHgc~^wWnV?wgK#JCE2N&KHP`NnF)d?7N5eT{U~-v(4-`-a^0IHHY>Fo2T(R^ z6HEE+>Cbb_N`~ew21pqCWTm>`c8f%oIU$ZRX!H-pp-mT>?%V^q>J6y8XSbdOjDj0R zs}auqx`<|eNmXXy@)K36TD5+v49)4*$~z2p>+@^3?#Zy=S%BnuM6Gq5L9YiZ&U7p$#Sl`j=u-4V1jlc?8HM@@|Uekbd>l$E%1(|UQBf{kNti;6wET8G^}9^@1gs-SofZRqE_yXU;*d+F`1Ldc##5QuIK&)W z)TF!4`kdo$hYA{XWvz&zYL|#O2O;ul-{tEjhvw^qOs0rNihk&}U}ndmFB1*T7VG8k zN036C|Cp$BDtG6Yf+USC^zE_PR#liX59ek6$MDYw({Vjcf7&=5Ygc5HPeWzAY!Y(b z6N~{+fd}##46GQAdUNeBGbGlig62_(jQB`a1HM&8`uO0!EY zoEMsriAcStQCk0M$xls6Zg?8jRDN%@e|3wqUz1krYW3IBzbGxWIa_8cvsK{L0%ggw z$j@q$X0gkkbYz?QcFd>CZl6FIzb*|ov_GjV1Gmm5-m2d-ktdM!8|u`WtydE0rxmre z4r{@0s)yRkC#&~#cu86LV!~KoD-h<7+ROJorZ0+J;#gHgy}r7-zFOa~_cs1ZViA#d z*8q=~f72(A^P`j7^;;%=9~Tx+ca-y!`J|#V#P!Z~CPY^%@y74?^K%H45FEBn_vsSv z0Q?u}5qlp1bOoi6H0;;z4lV0E)nm|ZZyDyH03gA@uYaGLi`;l`m(PT}pH1wf5vO+L zc^mOfiV%K5J)(WxFF(psN#|bnE8d@_%0Aa$b?57JD0AQEGmyNp(8|$Qe6C6t!1;lt zFAtH-2!$ghsi#qqf_@LzYwYX=!enhgA+&r&Ah{-zcHQfUZ8;O`$nP_S6>TL20gl8* z8CB-bfYmVOnsZ5Bdh8qD?g8V;H8rG*-w)3iE;0c>;)S%DBY2}eF!2q$7*C3{a!(AtdB04kh6b=2`y_C@sOvEjc!N;^LNP{RnyWJgTc%zIxF+0u%j3ooeH#3A%;& zfzOHAg#wmn8CIPWwGv)jNB#Jm^_=*^^PeRq9NJHYa*;DOFg7zvp+ozHW#D$<58Ujk zf>w3#`jRo?Yuu1NZjs4V==U~bqz z(uZ03px1)Y9U~;eu_S^ckXm;O$_>3;71J-ZxjeNKri`!zDkeS>%wh?x4QQ@VX0 znD_&RT{GXu4jpdkGwZU{Iat_vZ^2S}U}&>U$fvbqL8aSi1k~FyW(_5OcdSkr+K*E> zl*GOpNgVR3?K2r_ZVj`U9xo0aoyl?C$p(1O54|Y-vDM0dZCLbI%;Y6&Ct^R8`DF6n z-<+R)v1ENOSvHS#2_x>cttwrF_2;5lAy>|WwGFDM%{kh0L9o;Ns%svgWYnw=m=3x3uEnW9Kkqv*zQnR927-W+WNNTMdp!J{RqO2WgFLD*4+%Oz4IK>Q>N zMaMv*5LQsjDnLs}LQA30;sVDKFNrW;<-M$+Y(7gf+dLTVTOl4rpNxA0ZF}4va)Mrj zZJd(~^7)Q7u0R1Zj2=4Im`pLxr4F&ojR5k9X@FyNZbR6SVT;G^D6v}{)2<=oB*`d~ zc@v`di0^sSuNC3|bBxD9k&KuRH!_q#E+UE<1833sBU+s3Xr*SFf=qfAw@_|1uIAsR zhx&hhTJv-^cAQ_;x=4to=ikzaNNlGF8E)(o@~p;;m!HT+F;=zr@qY-tB25jd?E(rk zYu^y952FpRt(3T?oA=Xpc|=by%D45p!m}6pwfyJ~pB9!FuwjeaJmdPZqSuk-HZ*xEMTDXfi%COni>m z?jfvp7`vgM|7zjHRo+W21KP0H7y#~^hsRC z21=!U3~RqNbtUF7H5E?02HhJ-F)Zu<$v@=21xw7DttFKM<>pYh`?oxV9s49`NV9MY zQQF-LN{hHW6T<${jQakj;t(-+j`O19;}EgXLw`Gj;y_Zksz^eU2U>rXJpro6hK8eG z7GBZs7Y(DoPhr*%aTySg+avQ6bFyjll$d9an;#bV+5t^8*@p?fo!h#cQHOB+vOOpH z`uU20X3xuL4Ze~`PEMo+n@JCLw9_HGwQ|zvE*}x=)?)|{XGo^Tt`_&kdiD=DW+V)Zo` z$?tZ(TuBkB&y4RFDtq{^ozGm;Z@Q63*O1yriL5))JyKurFElUsw*Yg`kO>1`gFyZU z-UD-$i)i5TFk3U&L!fVJAEoyQ-z!E_pGQ|wpV@AsAm?o2Ltv7eM{bUkvD{^da3k;O zTOlcDbVG_YSeYpUighcJ%ffMULYV(oytNlQKkBHd$mwR?)61PNiOb%9i!%Sdl@O)x zAl{R_;+bMqD~`uD0PH-4AVp`TphTju#ub?LrmmO`5UH{!bT`EnQJQx%g*;1s55rYDrpjnmmm=FO>t z_-NPcZ~JBSe(^I3iDY2f5qt4=w^GIE@{y;=so+13YJ;&?DU*R}Uu0Rf=2Rh!hpykn zB0lwrm~80D4X}@v)`X`fe-R(5PBNF9p9J(~lRjg!RRPHl7SKR$nTj|+i+G?w8b`5< za_{;>opGE$uzeb5MSHsLg*_TWadveLQ{6o#sCJj#f&0W+>~d&dGtkbLB@!qA5UK3Y zf5&}rXoY>qX!XUJEe^7JOcdQ6n;u`jfmz~g&i_t$#c`tgG!>gsNx>_O3r|D`SGXJZSRXAwu2R`G~{^ z#euPn>-yOqIA&!={?AIJ~74q*P$vv zZWDMMu+&yb@Di=;mfd7LopFWZq#c*!R|bfJA@vsDsGwoZ7|IHRekm7kDek$#ow7gZ z=a2)aLpOZjq@%y4{=Y8}L_z{H=7}XtzKwjF8X>aww9$&}iWi^_I{kJ1HTtIK%^N4V z=@2Ws*?B^u^5m85%AqX2*{L*a=ZpWKSo>B7@f{)mw~Z?b%OG^cTllnY+$)T3sG=Kw zU4Ob8xAUM^2e`>_`;FH|)VeF~seuD2a48gG%-$Ckd1E9L;V+vz#Q7|;^pE-- zjP-+G@q0QdU44R6J*YKkSa*ng!+17W=3mIoJ6u2BY{>dqdhhxWow~Gv@r4SCnAZ7k!udLTGrI#e7w14U zx`6CENC_bu^kqM7bo2Gb<`|SEkNHwB8+vzOcIRqx%qptKy8D%eUgtl&O@pb~&w>(uQfq-Q_&`!}b3eex#5O;txA!GdrxTqAF;l^9vFs%$z&jX%dPI Po{txSnp#>#2H}4IA>opZ delta 9644 zcmaiaMN}LN&?Fw*9ReW)3-0d0-Q8UW_nE<6f&_OD?(XjHu7g8xhyUBRd)Phgtq=XG z4&D8_>vct^;3TKu_y#Up*M{3E#Xsbqo=Im%IVH)KV_XvQM|}*LXafzT0{Dp88a6x87xgc+wJw zJ|VcrxbmtpAN-vkWYZr3U@*@+-pi3+yZUB+C;}Yx^AUl!u|2dYK&CwDXsD0X`nj&sv-XB z>A|IGX-x6aLcL{t+jeN$jehzCi%n|jH@gHd&;Ll&D6{+TSu&A}&^|7tmOm@v&mp0o zAVGJZUxk@Md)U>LsAMfzE_O^X8~Cn|pmUfX8J)Ev@Ik($y%iL3}qc8B%!D*3~1INZGd6%G0H&oza=XJKaj8tKSdTTKA! zpeec#v1D8!Dbf2Ny3vXR%RP#KHlIsXn9D5Lc3Op#WHnb3YX~f(QUg>o2I2* zg&b1mOMRBx!G#3|MgOFRwRkQZ_#}`Oc$@{Cv+sq*%wl6G7A#YCE7AO%h#m9xN>rKv zVN87Z_)rqUeN%ohuY<3_?yWtHLIE!JlJu6Ky(c8F{gL`D<)E+K>Bj^LU^ z=ZQXgt7u+CGGgxO_Zf_A<9c>&JlK8ekR#^e1%bqfe}3^6x48*LJGxL;dTl!{O%yU^ z0n9zR+;$*;yD8DoKlx2keO?tlgXNp#U4rQjVVx#VbHQqm7+GPc_B zOXI_r@2k_dq5}x-6`l=)Q=+y`?THgycgzpP1kF`0*$Ckng6|U=@-nD&%r1?T2ovV{ zLj3-K@6Y<;-D~{{(mh}H4o|`o>yRQJ_L0aVW57y*E}i}k4i_h{*R0TN{8A<0><^C@ z7xv|SJ3R!Q>0UD?J58ol!k6JN*K0F27VnJKi))W6ROC@&;%NZ^vT1!b50C6xb}T!> zqe)XI=B1t6k1nKz!-=U;ZpH9$aDt`W{EzH<5k*Zh5)lF zp~#2G-I+{Q705Mz9A*MD5wd&af8o)JqJXDUa~WO755(Loal`gncb<-rMLhz44ZI8w zAlNsAB_TXT54lwTuu_%;)lL4;GUzbqTGa?-C4i>-NA}unmbFYz{)SpQh@%xC(W zjE$?6OjXdMkrH#Fbi|H+5#gJ4%+A4Ab!9lJ8uYx<*f)BwODrL%s;aTWbJuFYGF~% z{d{lX&!6(@h_ba?1%0N$Q60&=TMF9t0TV1Q---~N2$8<v1L~5 z=l5Q>bn#N6`fIbSH32_4y6eI|gDJqot75laV{3(oVwUwJ?x7pRN@!3@`BB&kNlLtp zJ#4=GFif+SW6HM*jAGe~41GzbA|f@00ox_tq`a}CaZgC`?3!n?R4v#v=y$$KW@;pu zkxH+v{>2<9q_oD!mJ~(Ndz4rG+pP&-UyiJ?L>s1Chqa2&?k+Um&6~3pT~h&e6pv9j z8-sa$^x`#~u>DQ`3v87iokx+@;C`T#ym#J9M-`1M7Cs{MHj_8AVw z1ty{uSMAlylM|Cb0a9j@>-s)8sHIi-_Mex)t;q(edNItgxI(=Blxot-LUn2KWiNgX zrI9CZMh0i7M+3^?k1EeRiW_9FVBmKag~5v54784e*pP%C)~Z-z-9@IHvIs>oirYvR zCO&_FJx-Z`e?f7N0|jhKyvWYnn;ScAl18wM83@t+IQjEqOJFEu@{B ztmf}_z%OT0UOhFk%Dm*Xa=Xfs?EUjPCa%scSMZrU3`29X2P4%1|*AZ7~sj%lWdzEk=}!mXM0M zP2#W@bA372%ijuxW^c>0cE;)QN0eopB3`jjrdrRHK-$Swm4D{S=bo44a~mu#8)WOqMjn0*>t+KD}PRtepYZhiV#dG&HxMJ zmpQEuXWK9ts=lTxUf-Ho+aR7$?v<@;U8}L!*1%&(1wCjrJE7paLy5*?ys>fv=F+J@ ztz&FJVD)jX<)ySKgNj+oqL;2X6aw1BrY+U1QMm(WtaSu zoru-(FqB|~4il26gGWEms%KD`=C>qz4C$;3()0QiNZf|_6LKIuX1xfiV5A~Z0wkyr zh9qWIqKtuM&*7Dnf*D1kFKx)#V;+QM@F~OJhfk6g&(BNg=1CnL+df+&e`aW~GFty7 zta-v$o8#_Ycl{Zz+XxO+d%jhaip6JcoB=SwVq3Ps^LDSCkwA0VnN27v4YkZ!O_Lw? znqrHT%~J{x9uj}-^cvoi*`Hs|xe&JvP3pB+ULb?r9`E4N9Y)tJQfvA1h%&I)jo|Bm z=g#$ntCg@d$XjcbTPf{rD&sIAkdYtV5Iy1^=h_P*s3Ztbf1jPw6*g>=%E<$ z$S1AU+P10Y`S3r-?MBY*o=(TL~p&EjCAB_5AWwHzoM`5HFKx#G^{ zHBayk5_*ScDYrBlK?G>mM`9G zs+sW-z)w2D>W+EKCWY8LhwZs}=?>C$>>X!qe%lp8E!YpBrb@wQ|cHxP*qO zLY?u8e2oWP=I#q=k=jAkbcoSW5pU}Q8XwQ-licRvvHni#h(#|7qgq70t|L63K)_II z%QO^6mMM_Ij{Hsl#ex8H;y0Ys9cs}v1d=avQ9613To8Dy8B%@8->H>~t$LJ1qEf)F zou6k2Nwtg$f_Xe(3q`x$7aIbMR|2rFu=`UTozNcocgpgehm_bVsbQubb1OZSBMn$W z^vYb}gqEvSDvzrssA8$m<%EG8O|V@9uFHP$MZ8wlcu^x$hd~q!a5``MfGn_t>2K#3 z6P(-zZ^C}bk;qpkR{N^x4n5Qi<0$XsExc!6;yO2(!Q-#O-zngPjP^(CuJv|C+2N3C z8$25Vnv_&^>J<{Co4h76C(nJ;8zTYd{N3!YRWWr;RJYxYS7y~HP*Ly`v0yC(Gdkui z!{R$3y+JAi$Ulyj_??V0G==l3$8P)-FEW+D#cy`61nSW?U4F zXsS0vlQPx{uu(V7h6@fJoM3(TroHa4bH`tqyFBg@Pxl6ao(tG&+e(OWH#hF@tzlse z(sL6KA9cX^q@m;T3NAUecJMTdfxz{h<>iSUi3GJ8j+&g^mpR%h46jM*$ac=ST|kAs zNl?I2p*4rQV|x&6*I2!)WtWdh)!J9@kaTQ!oar)y1H#l(vS!#*9AL3~*l;)E&gV6I&YrBY!U`uV|6oNQ-V@;dYf81_piNbu-y8zakk|}uq$B~*MSO}$)$7c|clgJ8y5aVl;u#Y0Q+hlgOmzMOE!sDDl_BwpjHg zx_sVY(@AI6OFio>d%4ESeyJl#er-$>;#Q&9@fl^jIHnk+N=YaAwF*Ap*Uk!Pq_lN1 z8c5+8(SIf{v>N%xnQaS|t1g(QlGte3UtdqpR*P$~cv$ZwgD!{bfyD&wk9?~z+=eRy z8oAuHI(}W#eWc%W)F;dw#%p`CZ-=UX9RAdY8y(VWC=MA$b29pt9S|)}jHrAF9YGm$r^DIED&ng|&0Ax(@H|GK zVBW2v+Omiu*nOe#z$EHu5|1oJ4QldndczO1`Q+gt|F@3Hv?sJq9JKB6kL*!_(9hg}7|x+nBgiWR^b{ksRZ3wU z2jGVL;>U^#-Ozb0zCbFBJ{u1r{$4{Eoz)X5V<{a=*sB>%RIW+flOWZbX9W|6Y)@QM z*@!?co43P&i~t`gwJJ&izXHuULaGC-IOqwUe*@>g&1&X8-qsW z?4npRLa?&G2pWfR-d8_yM9Fypk+il(onjz6tnA1>76wK5e z?SBiH>;ANb5ikhFoJd~v98|UD{>==zaI}WjLy^g_r?FmM>ngQR4mN#HHls{ymv;YBo_sn;MNK}cpyct|LirA3jNbY!ic_g#k zKo1Pv8Z-bqo%B{d(RsffVWP3u)egGY<{Zs;PH6tT48)gt378e!VVFBcCj=$V`M;*$ zRB#i*o(tp>_9XLrF!bnC!*+_TovI>4gA#a<3Hy;G9RCzcDfgt4iJE|Cu%O0Oinso` zxS`>)ME@?GDIMv8(+slC-4%^5?O~SX_mRYFi0I==Lfi>Dg({!Agr(7n7QgeTk(>Oo z!fAVli8{Ghi#ehh_-zz96=Uij{xQ!ujH7qpmjw|c9BtQJGLGC(kuaDR%pEtVSZT4x zUCj7g%qy|Fg9zl@k^%*=dINcx2-TKYhY1E6AdYxeT3llm5eaz#UUPt*8VjL;fao6X z<7-q{e#{pQw6Jh>>UVzZ)E>U?;u)dlSYuGx;ydI9c(#@e1rk4cSP%tdW?gfi3;&9a z@DUkv5%Lfrlf2QC%~|6U8uxm*qzjE7OBeM%C1|-Bx;^4DugJK8F(hA;uwc}X@07>2 zZFQhTS>i6Oaq344dPcq{J11*e5dv%&Ik?6D)SDwQ44bZXeB-0I!A8_xs0k8@5{U@- zrVPs`iVQtB6DrEZ;@C%)>r*y3(_u`@&`Zi>vugWvx%Ucw!{IWQ3h$8+{EoTN1$=)Q zj$^W!tVh5%Vp(4ULlvz8bM6qQXkf;%SiVN=4q+}! ziAdXB&W~E5VG>9-bBfeZ_8q=J{fzDD6!L#GNuq>)d8~l;^SC3SO!a^Di1OzwAT5gi z&DzauqE18Cp9*0U38F-)gMvytSUv@&7LF;D*`xYdUm*oTX0DPS=Fam;doE-Jh$ccYdR4$hZ!B_jbR?n1$?3QlJ#EU7TWs5U2B zj?tDuFxX2f08Ej{ZG;lVAV`(UIPX}r&3;!DAt(xJ?r2Fp8LfuYI^U=y0D|jg9?v^m z%$Qb`Kgb;rgf!Y$WXd1HK*v+G_7}9;^F3IqeHIE_-stf&r2&=Emcz0<0NKGso~QYEMXuLNBY2g1+C)=-_RC|2}M8c=X{a zyJlyLw;%B7U~zYmzHshK5&8&9yur_2K*gV=8YVh(Fs;$;(RyCH8H0xJ<|JVH z7IQo;tnJ|Oik%yG{k=B6(FitEgCQ4S%YO{J07*?nSt&oi zsCh4IFgx0gdvWeRo=#@;U))c&U(dUTx{ueq3!AM}u)eMG^~b1|{60+otzoV#uKBBd zyhGx1Q(4p6JM#VVpVQ;R$KftC{ptqzWw3jjlx1T&Y(G`=XWF{d8%X4Py04L+kFW3W z$tsuYR7B=I|L7`=<*e}K1$p|%Fa+a|gYT&p)cZYz7#Kb?DiqOWg<|S$-ZTkN@MogPLYE?~FByl;(Lfl6eVEi&pX- z9jqF#U?z3G02i>_d*_Hi-alj;vd0;DzH4j>qp*>DBcTlS9y`nl&Y!SoI zT9c!la%x4>b2EsL!*j>-qZJ}Cmve8M&9b9il`Zp{Fvr9>4I$nyyR)jLIR$~co58{l zgDuUUQ!7WrwL^Wr3^&nI-iF}fY>HwHm0(v|8^>_92j4WG|BmoZH>>&>IjJ^@Gz%>= zp)|VAL?OubE%aNGhvChxN?gM^wP63{JrfPjyk_l3UFSfUqxYVwRQuq!+Apf*c)zzM zM2m?=9N}iyE~!di6^pcRqN(6NKP(M$&{5sPd`s77z7pC|RLH9`Mtgx1>i()L0LT`G zE{b%pTO`*$tQ{;`M}wd?DLneQ>SxXld49>n9~D+^%C(tiqMiKPLa4M`(%^m#Z8J*F zIdGKlSdKfdl6=_nO=MJaP3w=0g{;H?*p$yXDsEF&S!6JUFNIF$KVK9Ngb8()bEpG}w>Z zcC)9G{Y20Wq8(gHMgyrUD|?EZeK9D$qCMW zZdas((hK-5@(I`VI*IKb=IZM2?F5Rghdea8(`A@srq#jZ?X06K4H?FM;DYM7u3Myz zH-~Z)z*SDw;bz`tZZIFo0#SphK>=j5fkG`~xuR@J4`+{@xr1 zL41#)1kOp0<@Rizt|r4!%KjvpouMzu*Ob0LG%NZD{!|(#-0tAr0Hu@HBvtN3G5-fT zk?H5|32b?K?cdF4j;jVZ_O2{zb-V0W6W$K01K0l2JW8!v1o(mOz3yKwt>wM?-2b`EL}fci{sy>r}t3UufWSSY&}OUyQDK zJDt6Y3cVs7oK}6j>Ne2>Tc-|rrf*C90(y?rMXq^VK`iMQOeEPe$&~kX_8Y@k)icsz z%tUb0^boT`tXaC1)Mj&7rQ;iT#JwrA1DslcqH*yO(^F0Je|{#tfv{SJ>QFSJ@tPCh zqkF3C^@+DdT9xzo6d z^RF(wo;C~^{fU~-^dlk#M2|Xj5MOVvf^RwyyQmbFze=A-0ZQtuwTm$cnLwsxa$Rjub(AWqF@dGkf~C1|JDk| zeyuS2032yxzY`C&StJi23s^ACJ%vS(Wv?K@uBE?$Yxmt65+OI%R7^Ap7P(_CZVi|DAbX3 zq^~-sIa{A4h~mHL{mFYX7Igp}CN1Dd`yZ2=WWe0o2cPEsCC@6lW;r1vnE9*ehs zB-Czz(}g%PByN=SaHQ%b%zNGK_H3FGUQLDL_tcu!auzQRpm~(dFUalPG0QCu;Nl$) zmoSRAsa%|*IK{0WeuqV>gDl=zUVsO`;!m%aFiN(S6tVvbngQ9~q2sI5KZdY4zDRUE zXK>PSg#G&1T2GJXxQcpf*-p2zj{PkaaYSAR{?K`GaVhgsG13!G?+SE{kK)~PPqQgE z)2{qcV!~$`P9QvNImG5F)^V_{mnh>Z+i||F!yXGk<(2EuG1AUa0Bd#>X)HyT@Jdbf zBBj!Ay{KlSjZDDb{K$;<-n$^NWLHaVr8V@PZ+s_JX!JTFt{5$O4i~^faZ2~f`LQwq zcC)NXu-cKoJ{`Ar$1h(V4cQaqb$qvf$=CxfyIn?F3sFpCU2O~NeG0rg+~{9Zs#fGk z8Bv1VIyrAiGO%NnkgVzlisqJgVA9{cFfn#b1jZ)BTzJWbal8^12}VjrauS%0ISq@A zf}?Dzb~rl%$m`pJ{ZQ;`l0RH;#BZX&2R?oiMn4H_+LAU%@9D~vgn>&Ethd;wxBr-c zTIaE>cZ23Y$lWhs-+(E=(vbS>_D3v4h&Q_>je&7db@2RYx zbitz-{^`AN_M)l_x?+$1Lb*Zpt=2zkp}zl!;up@$@v4TjP6Y2*dk{63e`kPAT_OnN$2tJ*C^DJM7_joM166#sM z&=@l*nnT=gek|~tB1{eFOdP*j;3!Z`4Smn-KefEMcSMx=s)4|i)n-WX>FX&r?zC7t^n+L3=M^yOtUF+hPLC%D6z*=&4UzN}N zk5VgzxDK*T&k>)bJHST33(9@x8J>MLDO6 zrE#n~Mv^^cJK#k{IV_RU{uzFp~Pde^%nJVkk1GfYMJ_NU=+Mkyez z;9%X)#qI{^=kGp2N-5ljK>hVJyOoIj@F2PLb*`zDzkg~%eaE??aQQv&62V=Hc=8mf z?ozms^G%U{m!s=VA0{13=)jkd09@a_c=QK=j!PNF&eo3fVi z^i{%B_Qg?9Zb?v;*fRIhn=Ng&{V$G3uOnfQVA@|X!IHMHh4&*7dEqlCt9OZ5!;!E+T_1NloH?TrbpA2=KMX{1G9PKLUwWe&~MZJ_gD}s z4hKveqnlt-8zWen;?24$~NB2W%-d*>?-tOIO zA=nlN+Je6h_LnL}n0b*34`N(%820^Kpg%=09HRF^v%5CypaPu|?6Q*AGjRZYj#nCH zCIs_zEb@50^IHGrC4y|Mj;fx#;Z4-MmePIq2pH@AjNTON`WImptZoCIzS#8_o5pZr z3|3Dx>(hW76kA@RDwh_bKFhz^gVanWDX+n=;@}m(bdago(} zjl()&q7UVzhRg84NbOn6_oGe>Fpx5fZh9PjU_5*?cKctu`u}*Y{)+&nw*NV>OkCW& WTr4b+*;(0Gc{!1(s3epmk^cvHncNKk diff --git a/statisticke-uceni.tex b/statisticke-uceni.tex index 9a7fb16..8d69ccd 100644 --- a/statisticke-uceni.tex +++ b/statisticke-uceni.tex @@ -99,7 +99,7 @@ $$ f(x_1, \dots, x_n; \theta) = \prod_{i=1}^n f(x_i; \theta). $$ $(1-\alpha)$-\textit{interval spolehlivosti} (konfidenční interval) pro parametr $\theta$ je interval $C_n = (a, b)$, kde $a = a(X_1, \dots, X_n)$ a $b = b(X_1, \dots, X_n)$ jsou měřitelné funkce dat takové, že pro všechna $\theta \in \Theta$ $$ P_\theta[\theta \in C_n] = 1 - \alpha. $$ \textit{Asymptotický} (přibližný) $(1 - \alpha)$-\textit{interval spolehlivosti} pro parametr $\theta$ je interval $C_n$ takový, že pro všechna $\theta \in \Theta$ - $$ \lim_{n \to \infty} P_\theta [\theta \in C_n] = 1 - \theta. $$ + $$ \lim_{n \to \infty} P_\theta [\theta \in C_n] = 1 - \alpha. $$ \end{definition} Tato definice říká, že interval $C_n$ zachytí $\theta$ s pravděpodobností (přibližně) $1 - \alpha$. Tento parametr nazýváme \textit{pokrytí} intervalu spolehlivosti (CI). Interval spolehlivosti je náhodná veličina, i přestože $\theta$ je pevné deterministické. Pro vícerozměrné prostory uvažujeme kouli/elipsoid spolehlivosti (ale toto rozšíření je komplikovanější, protože na $\R^d, d>1$ neexistuje vhodné uspořádání). From 9b5c6ebe7c0cde6103f3aa7c53225531a046122a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Petr=20Veli=C4=8Dka?= Date: Mon, 14 Apr 2025 10:34:32 +0200 Subject: [PATCH 10/10] prednaska 14.4.2025 --- skripta.pdf | Bin 314252 -> 324474 bytes skripta.tex | 1 + statisticke-funkcionaly.tex | 12 ++++++++ statisticke-uceni.tex | 53 +++++++++++++++++++++++++++++++++++- 4 files changed, 65 insertions(+), 1 deletion(-) create mode 100644 statisticke-funkcionaly.tex diff --git a/skripta.pdf b/skripta.pdf index 266c5ed2e65480dfb053f7695d39b8fcd207b56d..fe859fbb062d042114d3ec3f45c0413fe1cc4118 100644 GIT binary patch delta 56399 zcmZshQ*fXS(4}MBwr$&<*tTuGaVEyZoY=OF2`9E~8}olvyBGUc?Oj)2^ttOk^_-4P zM}I#?4+;Zq1}ho{ICxn(goNPS++8h99N@gyuk>{i%v&%6XY0ykqBt1Uv2Vum&dwsM z$&gVg9zejzO3KtwRYgeACiDXRdJnGFdwVsO1b>nC2mP*ceDmcMn)Jf@xV;i3g7{8_ zR)tPBf&HA_ds^{+_WFGJ7^*WQ6#C3vg#J8CVUN@*3;hKT@YbCkF4b$iJEfv z1*H0v=w)J@Sriyz#3(g)Q5BlzjP)Gke+Y@bybmUZDL4y@Jn&OTk(&u%pCSA ztn#-HrS^8yMAq?VYd#CBOF`%usBr9|+fuokkfu%bgCLq2jW!8N+-CD0h~ zxY|*U#*A2m7-`FKpNjSfHZWor;EeO*C|dt6i}01nzjuT`6f^UkPRg*Wm$QfFm}U}N z?pm0EFsy|o;}yua#EOTp`B6j$JPC(~ktQ2y-#c@Wv`rbB^r(=6r<_wXy@Qg!-Yc?I z2L5V_Wy(JT?Xv@2+}M}McKKY@DWi{gn_Sbt(oSd)U*fud(tc#rA^DypiyExQwE&y`{)Hb*&tu%^wiRNv`%Vvda7?+Wol47-U z;52`n4!hq)5lPqlCapGGm+yeE6U}Fc=sYLJwQ%8+mtA!sU9k~+(k2SCNK18{qZF{v z)OB>kM=0I9GR9{KH=DDP#&oTFMI%m@nNZnSA9jK|&KEZfcyB%*=b-f+zbSwGdJ_Kx z=sUz6I;4wgSyk-m3-7ZgNJUXvIBVI~^A`JSwHf@GI1KWuIS0CX{%$HB$wyP-kWZeP zPGko*EN8LYTT+3A#au}&jrCy8M1=Yz1F_w2%2$8KIiw+JjKdIZhdjW&Vivwq3@}7< z`G}<+{8HemltrERxazd-?h0L%*`DbDCu2wi?G`3uQ9FLl*@pc4Dj6rY8-<_+n{X;j z%f-BDhpzE?Y3Vs0$}vl)mKP6kQ@2tiUAmi>2;%^4_kvC*NUNibmX-@&Cc$&H?Y(Md zV`byfkd41>B_f;cYEYV(qbV(w8<>S>-3o@L!KQa>U+S@7-iGu)pf4LA`PQa@f14E5 zP4&;5pC(^d3mrTlzASr8>C088*4G+O zA5PAA5ELnVe(f8mYLcLc*<`Zc5nPCm^6-W1Z;nq-fVmKWF33xc{{MO(NRLg|jxsI^toeqZUdJ_+zXjm?mO;5H@+kP8=Z^ZP~f zwbWOWghGF<=?j=%>s%Y>u$%<^V=!i_ zWJl)lVpi)7;+C0?<&_<*4_)0$)1ybX0o=EZ zpXmYMSrSp~BH(-ZunaI45^#Y^r+mEc>y2&&bZL9kbY|F4%CSK5iCQ43a9|9JZHC3* zhie#~&|n;l)M5ZxoKR|7-9xur&d4kK9lQm_qiaxbhy>(#m4X29NAO*d#=Z<0pKNWh z6V#z1!p__&f=jETc&P#n9bBonQz)1d<(V-!;!Vls4F0!5(}1TOTaJT zu}*10rp9*I9nAw;vX#w5>r|4-!wDA}<5C4inh|U#Y$8)%Y~`jxh0cm{hB@>TjOTA5 zQ3H6c5I7ps4u_ox!6>SwS2%A*ihOUq3`FGgSsSqZTqq@bo0Ir?$}TFNC{1VwoM*21 ze#Id)FsTG_ERayXuJfs6oOJQ>uZD-Ef%E&57H2XcZu0@*!Q`t+b8`3c;g)hwrC9XI z#e)Tr=k(-p12948TAuQGQCo4R|2k>*XV!U!sWo-7Z}1pL@%qqZ@gV|&nYezb99@@h z7L7A`LpJvaa{iG>dHtCSjZ@@R`elAQ5IG;@W&*#;{8G?p3rHv=vyYp0b@eiUMTPq?aOqnoj_6qZf_2_%vvyh< z_hj#(mU|(i@T`%WU@r0!-=p~#EkE}vzjfvp9vZIl^euJfJ(2EUhRDX%LLP|_PSRpw zc-vG_o=T{Pjf^!Zj?0$Nw%6*qA(%cfk4a#2zw!ZMt`8xSKcqZnN@@=g?%_JBv?j(! zUYag2jB7D`P6cFvyYYi|nAOK{Di0gOwgY_lg$ZS@V0CCzRl{>a`O&atxqqsi&7k)m z2MTVE1-5Y1W3%sLmVP4o5zLvIk=GvaRlJNwB%aUjMB3J(Q^@19*z$`yH+Der2eg)1 z>KeE^SP7HBA<>LG6BUr}rqgD9xb|LW7~KJszg}phN&=(;`f$6lSv?-L9cVi#j(W%+ zu3zXZAfGLvUr_Vu=)bHbVVuFaBqfDmkXlo+>~D|}YUzFlcQ&^u2h4{+vlxXmTw}9E zh%|5y+6^7pz4D_uIm4vDBMjcQLrQG1b)dstUeOOVC})}_+d{{KBS`WbuGROAv{(ZX zpkN?{Mllim;$-?ASRACL3Y>cK#@656ENX1p@{_(ijuPHsd`~dB*2(>H^ zJyET-FfZMGM_WA+$x$b#s$=b5<6zL<)YkDYae5wJOC;sfYZ$aau&xCV^-^GNDX_PSTd2v|R~U_NCM9?^Tt3;3B7XF3OF3;8$F5_ZxY0 z{w@_K2KDu8ch9B^)T0`>JVfH)fJf{I#rgT80$53JFNTBGib3A6{Yg=1=kWt@ZF6g_ z4GSQ*>t~(ij8L>0)b;Qd)`VFlO_?fEK3PpqbDYNGx*6e1P#;CtQQ1oGNPngbPLdmP zrO!Pqq6di%u$|zYisYR8z0C5g5)SF~;lMe$gqm>bWf0%DvU=!<8!=}WrL>lkb-u?L z8=N5VL{Z6dsmS|l=EyCHsiYXFRau}+n(sl>v4Q{53Q7H?tzBt9X^;g0s@qOw>}L2Q z^&1bI9Wvw)%b_Bex+;z6{Baxtztfgu;ylJD{g=jwJtu5j5f*`6N=Ru`y-O8!mCvf? zcnbBVIDU-6d-tcWLy|57!Le9N2PQdWItSH#|Kg~MlA>@ci|Py6wnt(Zo@=+e9VcXY9rA;&Hg>m&3{2kum1xK(ds?}_Df1skC}7d<6*GHN*k`6u&kl5D&s{ zX->~EMKZxr+FragZOhU&-C?q>`E9rSC{>oPid_R;o7-c+YAqRs858CUW}R&iLd3eg zKuNH)gp)!ct}EZP^XC7Q1gC zdvd61m)6Thbn78qTdx6OqlEbNid(o{4A$vb$eaGzEE3@3o6l`*uxt-LF{~BYnG-5k z=vv?iFs#whex-4F-wc9E5?-2dxYs*XPw%I!GP+%~wKm<6$m)@3%MhF-@do#$?vG)J zmv2pY1i3?%O2FS!JfOzPA=b$&P|i8{MXT7i77UM=_8bIg2AHH?)Es>A%vC8JE=1*h zjyiyVVF7~UBr&7E8EYm*yIY|IumeZ6%^9Z@zN?phjf?EbJNBfdo=TtPsmi=rO5o73 zKOH)&#9M!}X%T$b>d4UAnYsBb(~z5v*tl_Z&bsjlB=+rjoEUSIE}yezg>`!<`w#BZn{Y1F9KggqxrB z1f}86t-x8(wYG5P*F%d8&_7pg!d&sH*T?&CGmURAJsw zVofuj_EzU2wyu>Xd4(%DOIuH7Yrgl;8;2XNwpE|Waq3oP!3R*p!k?#k~%n?^Qe*>cOEA!)cx( z;IV7tqf-3XCiFh6)RtpxOaYSMSwTLaL9XbLzi+klaR8svaV6>S>Jq8YAZ4gbR^x9W zZ*!UBvHwA{eeFiY-F6(IDOWML74^K(<}5qgDu@CSPid=uOu+FuOjgYMWMTc4a>@5! zwm<*!@`+q(f(b8cQ@5RNI$TK2?%kww_iTc|Mk9SovNj1ku7|p_J^`T*g%)Z?QNOm3 zTxrL#k%#h|q%jJ4N^n+lKMF2-nj+T0 zIPUJ+h&O$}_zf3HLx5`}jGWmqc_wdcJEVX*1q0VwjaPcrd-@fxDqJMo6?9VKO2VV? zX=olSOIIpyNStY%U2{?v6_(g-!vtqa4qR2p#|*J~Z>)|-uRXTN%@?JKjNOUOek*~! zVr^23!Kl8xCKN{JcQed!$xNmf!mFpM=1Pw0DGO--dkoy0^fUo=;IU6 z=Uo(%z{LRl1MoI=N?#e{ZqwzjYUxTb+ZXt+w+vJ#CHKc--H3^A*%^gQZS_ zsFUKzK|n{l{HM7fPjC1#*TiLd1#&5u#Eop=irPcwug7sidlCjZkcdA zaS)YSg}C`wk@i#kcflX(xvoNhR1Di}L3AO(RLAGB(L$~pe{eFiMN_Inn!n)aXVM{Y z-dS#Q3qZuynofihd>3c-8RwHrn|~CSj^Q||8rr@;}_doc~`E}#EoF>;aUF>`gId|;;B66 zo$)s~rL5S;NtWLrd@A$@I{0cuTpLkkC+8b|3s9!?Z)|1q2YfyFuZR2m5eno~PpM<- z*hx>HJ`^3yP;x%bZ@agRdx!9@xCs%g36P%>Hw?7+M=gZ{uGQ#1QWm@st*ur*7K!2^ zu1r0Pd4~PSWK&+;2P${E{aDyTa3a?CrTJeb-i{e-`0jbTV>5^#It$U&I|wV8EG6+a zslbjlcwzKRcqwRKE)P^GiXL&3qo?0EbjWu$2+x=qk!Gat__3p@RLv504E7|(B<3S3 zg*6v*#^6}`ngqL?IlbdJOT#wTD`vlmlJejFvF-FTi1P8)6X?>ZAQem#JCI?z^Kljs zfuyH`^1-eKiUM72Ha_t@u0W+UG@{0oK0v>yid!81PHs#_;P$6ww2hI#phW6b^;oPH zyFV&wS=H+wEThqJP$i5whp{`;2-sr%WHt1W1SYAr#)xQ;sG~%MyV-B;SPi6_g2At@ z8KaYJ(G{oReO0TRH$51MkB?qyso&?TQrEPDf}#`_9lL@-^^G#wHYh?@B`azn)PO?K z%T^~%XI)rvp-Q!0zh+J!p-W5+tx33ZtKvF9OpIR`eW)aT?{SgJMQ0WwwwWl90#(fw z9v6MHcmYx??R@n&Z+tzgCtlCsDTs}8_>wE)ta*b<2$cYZ=eQ>5zmYQ_uV>IpvScG5}j=+L%RQ zFU~_s&-m5RNIu26j1sd)r~pRx<8Re##<-^+iwJ_}-}1nIE%5@fV`Lk`n`ve0=d(~* z=a7QkT>Pvrzv>pGV{MSZ`Au^hAP;-Rg2M51A2EN5GBFB#|fGP zPhn}@dtGSR8!XeUOF22Olga@(2TYy9SU)n!KY716@ifc6&b5T33K__dkUi6>n=GS? zw_9^gQm4#$k}0P9GlBO2ktnT*MtOXYQ*wg0EU4FeG$<{IUUbve0_eDmHLz8$NCo_-Rp=%-Y%y0?yhp#QL+b0rSEr3}@fSE+>zay-WTPv)CrMjst7$tW&fRU!2mkbfdP;c? z>x?5g9+gRuNwV&=t_vdcw!PmsT5>v%QLbLaf=a?h$~2^wGBG_~sJ$p5k^XWe71GPf zNniPBw>^Qb&KxSi>poyJD>Al4myGXvjgfNlD^Kd|(*lP2o3}iMXVcY60fo%Y#8+yCNJ{#J6cvEyQ10czG#%D`SC0~Y>8Yd(=L}|7ZRFi z*CDRXo*_q-vd0TdF8v;M9J-h(T;VYKfsN&qE3c5 z{k&kQvDfplBJ221#_(f{*C0z-j`q6~>^p;0iC03TPA0)&73>WE#Ym;8L|?acMx?lW(Gh+dfrK@L9o1AGx^ zceEJVg8P4p1U2Y;+uG390tU!X`{abad|$}PD6&xej|n(Mgb6cqAPQNeu~4PzEjmug zPS7W7tdO=ub@+GBht-g7!(Nb`oGgp@EVSekX>2Lu)o48Ul4Af)D4SOIrW2OV40;qj zz20tK)tN|aUs_L{Z(p1AUY3vP!GSJiok7ndVaMlsk{kbOq3U!^kwP$6zR~IoX+A{5wpr$O5%SQM&-eJg)LQ%~;I3Um^+ zp3@~kwDoXB$jgn$O5$_nq^uU`t9wn0V9q*S);|qIaM~z)maOd(rM?L&O+QJZkOqlK zFRwvZPt|p^!G}_`P7oOB@cEi=XPnAFRQC&Ynr@_)*w6=5B8;dUZ!2SZ(WbeC4Guyi zy5)rPSAqcDXuOwE>JoS(pQ{U;@rJsnftC@_uZ)d}zN`D4B*I8-8DR>v$y3#0@E!|$ z$};!xt@~DZa<^2(x?cXv2$Y-@oC%o6T_lFB?DyO2V<DsW)V_%HB z71*%Y(}Ty8;c7<1#x$qc8Mj!0fPt$Jg>?0mHUP*E%-fz~tS1zqr=~T2mQ%#Xff}c2 zPk}tn*kcIyvFok~F&jo&f85pdYs_>BHPgb_<@%9XIlVAc_T@9KBqJw%v-C}&&X!K6 z(NSKU5iJ_mumiqZfWrep9}!~B81xWWAEZ(KvfWs;d-od-k_&+SuJ^GfJlcB-j3@!; z;|2V(G}CSp+w3GKbD9v2IK5+OzULi;3{~JN%Axd}UPc_biPxxK$r)*BLeN+mjzMXu zRiu{hK=T~!s~;$rZ;Q`1el5R_MOq6nAIx`hpKV~j#eCgK&mW5o~Y z=lc+D?@qd_Z1{?AY96k845vvCYs-K0^GjM_BJP3K+Z!6(D=BkuGzjgyOK{y${NN{K z5fQb|`^j~r1;li=Ie7)W)tzhfBe2%VI35Vc^dtmIlyy#Z8BW&4slO(eBIVw2aRJSN z)g|mWcZJKP0q>59@!BRa^Quxr0~JtgF;DLv{eP^l#U`0VDI7p!Key@oQLB zspVJ8$wFTvx{o&E6lq!nL+%o6tpk3#g5@O6AMDu)pr3LW(5}_C65~S)IFyZYxWrrV z!f9t5c`AI0;d#2Yw-K>Q`^0IsU-~dKZEcx6L)WQU{3UhQh_pT?!d|@~qfGL&Ry@qh zJM6)M$4xZ~Qc2#vy8Ee8W_m!(pVOUZ9$rKTcEe`b6peq6$t6nOvDv%5j}I{8jJu$4 z>pf)?-s5sH2EO`l6Xrp>Leky*VyD7muP^<-9 ztItwhufh|tQAoj|MP5WI1C35Bq0-c~Qt;WCx3}PR+y8;vgaaK0&cf0B|2`xAS2>y5 z!m+WlC!taT>}*{BFE=?d&`F@^a0z^=qv?ARDaXJaSje-{hF>*2{SyM625Cbquw^^c zMFj54wtLX`0Z)`k5u=m3P|J(8K4NOimMJR5at-791K>ORHQ4ulcy{QaU-;?f`~K7F zU-ZB4@5il=1?GQDdCfYjJcL_kUz2};vyra;Z+Fjb8p-v%ZQ+04HLCAJ2Rig6w+n)_ z7CEY*z>{d8aHBxmdlKjO(& zy*>UTan8?ohJBY`E*oRH#oi6b>NX6frk`Z-(Y~2v>5Z?zx4YNOp*NV(WuDVDh+?u& zE>GSq(MWp9gd&{->C10us5Q=^6~C7_PFh+jvza-0KgQEwZ|*ep%p@e9wV4Tp)zKkx*hC2wD^$E={K~Z0J9O?LEKhe^Jiz;1Wg3}0X&evH@TxKv!Zf~y%Jj5rXehUurX^V{}eL6muE zEYf{GuiJwER$XVaRiT2(I>+L0F1ow;3Rp`;278bmOa1s)Q7>5WORw<6I3yNq!_I+` zN>_n{V15}eWhJ8~sV=#ECwffF^**3u7p>Ek4Gp6~|z|}Sis#>K5 z$Dx-h(vGEHF=K5GVzhI6JD7nD1rIla6|Ol;r`ie|B+FzqH!8~F+r;+pb6;>2qxF4g zC>vM7Fa+D*&jN%oPz`sLkIQ}8izNPAGb-QS8ws1D||Z?!>~sOpTffHApD?j@d3bWCTa92o=lSo!O$*?CyR?S1x_Cu;O8kBVL% z)+Id6?Okz^E(u+M-{(ykAn-*Mb6D?tg~_Eb#sLU0IG@z?a4Yuahu$kg1#gZHvR~!t z8;6Y`DE!Xk*J9^o0X9?oqM7YCRmje!IVr&~_lx3yK-c*Sqh8Q(gB~1bICo z)HPprW5<2v6EoMY2ip$x!cmRo{&v=HI~M!NpQ!KvMG8H{$i$NR zDe*f)_C00_7H=I4!=Bf~wq+bLHWoW)cdr`XBLy9gL>OO5M4~tckC&9JnPvTswVV6D zfsb)+V6#0=G+2t{)IVRQZ`tEr#NZDvT)}QN`Jk?K27a(|7wY;LL#9Cp0{+4P!X2Vi zWSgd&U7i=EKa{1&=D-YcxAG;pKhNLEw(i|yieTz+VX?QzAWEZ)sVqY-DLlmVP^e>DPZ%ygBBT&DTW_oU-zhg$F%mQtl6E`ZKW)k zHckKR+`hNjXR|c~({8y9IR3SCo<}9kF<^hZ#Wqu+C+Y!tUm;(N;^@4O-gwfqi9DmU%EP=FK~mGG_)rE_{)pHXLQ&NKUZskT^KRL zmkcTL8>fcYr9ld-EPj7p%*JJJHcUSC0~No*5#6*M6rY*@VBmHPsCVi1#vRiWGy~?v;dzF$D{EeOxfDi^DnJT%zt717*;c znzRmTM|)cFNAMzib{?2s)kH$!lq;eDX7;T9xtEU!9fc|_dKq_#LXK@9(~O%G)|4rO z(bYwLOm%dt@4j0uK)Q6>aRwsu<3{5i%lq0_w$Av1$#%6TX`I}$2h?$7B+_Fujw(vM zM8T2oSKp;p$1*=_$}#>#$@#nX>JD3gc&nVM7{OC;aq@U+Te33+@=7Gx^CLOYkUlPq z!^f+fYDGAi2N=Hl4a}LiY)OSMDn(u4CMD(8WRX`m-fx|C;AQxubdt_QmIFi6LW{Ny z?)*N6$8tsiP5n94mVfV@gJP`YM5`*hdN~y;PF+p<^*PIx36h4-s(KZ9y!dJPRfm_` zkp4t$VZ>Bj3Ww?Bk*zoXZ^%I7T5*-u!xp}ENn~H3+vvB@r)MQHE#(%c7b1v*sGwT; z^&TCg-JOvpP&?AIN&DTThPXHZUT@yk88Ppb_!Z_=MB5nXZk9jHw@}Kt%>3(FF|{UF zU!Yf;VKBUqgE)|LR&*c3#*!R`R;kRY&xZqbdhq6!x(Mn&W4U)*s4$5d z?MJi+Z}jquGOx;gPdPn&ffft9@thY>rm~yeM;71iK5>*-6{{f+7D9y^sG-4Xh{FoU9&?tw5C=(zY>Xga2 z7gmJ{GF}YbUj;61%obUz3aa5AJ17p6K75i~I)6tB>1%)OHBIqP&@p3O!*q*!`{Lxt zd;V*xkn>JKoyeoypl6K1vXorZ*WNwFr9U$SpzDz5Fk2EfT5-1cF{e-46Vaw=+`eCc zY3e7?W|N9xk6%&@1Zj7>#aE}E^Z#<6F-X0&cYleynI5SkTby~4%-Pv$blD$k6dwuLR_>D9d2R7!BkyWU;X_}ix*6x=kOE+ zRfvw+E&Nj&ym%+s$1d!-{(~TnVnN^%BmG|VzRsr7^7ldxn;o-OHq?Dn&eyEL)0~!S zz=PbpPG-6ighkUtQ#;jqoa`ul^!hv-xl_X$p5N7B@oO?Y!tM$Et8k3|qS*PbCWMv|7q*vUVPMK$i zh}+#tqU{>EO7X+nqEpdP4UcsN*oMQEbmMK^HG8DAhKF;XUu{YSo4u4d4DAgQslZO` z3t5@req}x1)!thh2l>+&}~~sWpK+4 z7=cEpc%r!&Q_$Qj@?l{OBXTt-)HTODi1hz6U-QiC$kBZWb1s=~yL!2s!p|nyJ0Ouv zbu5@+2JIyy)UyUJ)+?vC8JO(NHJbWG+)pFXdesPIG3kY*foSkD@F!DHZZ&9dvvg`; z_a=%Pn@4^pd!=@Fh;}*vaX#b$^nO1}0yqEWXA{K?%r}ZkA@a!TE{CUd@C2opXRnp% z-eOez86-ijcY)5bmeJ3qAq%wh=F+z5uJ%1kFXJre+Xi#-(bQ!-RJ~$Iw_KdL(q**c zYYo+HI_z-G>eFg*<1c$Yf)@_}pY}X{_XSrJ+(56*zakw$3thzrtaeEGmK`H^C>OYe zX$oo%BP%bQo4%3O#b=BI5lg-oR`br%lUFZhAN9&{(Vxo5rTog?nNj%Fs%ze~X7ANv z4H`-jDoW~V!?H*{vAq^sL*6|Z^vasL&#rV867U~eHdh!21rip!&GQguBRdfK6a$&q1Aszgk*qtj8nrvHD zZfK_y#>2tv``oj#o`qDf%uO&i#*d@7uttrYW<5$hV%M>dM7=96;mh1!CT^(M<&Y$W6I)Y0;{aB%bKV0h^HatEL~H^qXzSnLxp=Ug_7umpdWYpT~Proi*D zuxS-FXBap>l7rrU~BETFuF^x}E>d5jYG+ zZBrcbnlVbn!bROSY^6B7dDcaPTV&a>q?G==o2_c)^_b)lwr{EnptNZy>}t)6e?vr5 zH9F#qb4dUcV}pYij;K5ZscQ`b)js^rpUm`_=b}d*mPJ&)@YQPF%Ds>+yk+m_xjimV zWkKWP|0Uy!Lqpt2BpVZOE|%ZkOJYDT4_u^Ta-R|%inST<)1Q7H%=}Rw(Tp2x@?+yf zb3Z1$aS0Bh6;{}8b-CI!gH$|eS;Ee8JZ<&(xm*dLW|ZMAop)Wio0Hr|J1Q)%2?-vl z-qm*1(i%ajGSAU}W--xL1Sr`^T-n)XAK2yZjY_^;IArH4E*drUKdF zatYa`@`7*I>yAG_LLy91J!ybx?%Kv| zQ^NqzJ~C&2e&+aU^pEiQMDIMLSo~h&pQJrw24swc5zT9> zLyPu}G_O&ov(UF|rlZvpW1}*Ei6U7Kl1#d}{uY-l) zkb;<-KA?wfM}(10Tdk9=z}*jo-4*mBD+rqJaCMdw?;$u-gf5X_gz%ki;N_oP{c|NJ zmP9mbEfF|QIMf6>zxO7IG!wp2Mk9RTGF;{T zV;@IXh!K#jc3Vkb-Fo9$;SwVgH7vlBh*gcFe7cmfYf0)<)#}ZPTC)@dVRf31;C>Gc z)hYQWOt~>{%;JCQhK@lHue8O}^eu-HhBd419j}t{CHg}UQ+B&d8=&ZCQc1R}tP1}v zSgNXSBt-2dIh74EXBVJKpMD{uwnA=2^V)U~1zP=ZLh`Db|Gyi1NL21m3ba%SrqJ=9 z_1riktH51N5DfKzvW0WX)>eo#w0W^LR6@-ejlD}N%|k)EXUdip+;HwQ$m`VCY_L^9_THHq znN@J|QPk+9%zk1YOZdj?s4TYlqtiTt3AgZm9ak@{+qdibDn^EtH^+B#Wy{?rfih?0 zdf#)k)W5!!;riDyve$t&qj>!m4fMdT$VLOE4GNzgU`AK?PMkMuC$+^~D%0$<*fVe;@cy%6{1V_wDbC^&67N+AtCv=|F-qqazi3{FKlVKA9Q1R_$g1A#vBbP9pPE zPSW}9;LAmJ`Ei_(!3Z$gIFg~NIFk{3F+{dwAiyPsB(P_LKYS{U@Kh<#Gj|{5`TdNM6F%KoB!D@6IQAKIiOlZNClUJO^U7E@n&pgmw$=clPkW}@}a zY%QlWBt>Iu7<^EvByXC>HzVDkRE=J6f6Y zA^b7D^2S(R%gn$Nv=Vh3$d9fWJJ;C*)Ju8qWrh8mDnRQZ!3|b-jUT*~f&nwC&8^*N zrpyw6@pozTv1&o({e#YHnwDOL+vh(a%`N$XHrLI>F0_e>n=n7gzFanD5qIPDgqZ2p z+L}AFfNe6&OzO@4^Hy!epr{d)=XB6t^dc{($d!vixN^uDcERGpEQ2UMXs7%)kSP@X z=Ock=52{`ysg(5OUrm>2hJ6323DD;r8b`8Xe3qk2OwH+xDL13MR6UqwUgjO%>+R*z*t3m zRyrpZq9Ar?5A?m4S9U`m!V??3F1sB)uY8YSMCJ^+b&QmTa^? zt4Ow${h3&7F;Tmm;w7mkuix8=qQR<>-J_5L%9@xuYUk!u+?JcXXFk41`O0={oqWU9 zr#C@3=e6ev(d_YZIY{T=rt36t16 z1d8CK0pnKQgE4GvRih9GKgZnxk$V8M&y!gGoEyd~7i)*jdB!qbdEyW!F6H>uwzpgT_(*RBgOo;4fXmrhlnAz=7v}M#H!B5bBRT_d(LAG&)ff%D zJVDa*6~i-n(Heu|)xp;sl|A=JH!DsUW0@c8^fV^aax1|~a!m3_B{m`K77{xfKRr!&R4Tt46kyL>kZCp42t+=##1_*ebi z@NN^-USrv#nZ?6bLF?TiLxb~@B7wj_cJ7Yknve8F=Sr9=N|DZweT+kO`UR50){e1< zJSkoBWh`(a*l#C zxnA6_ab@Xh%}_rPsPI|^*K0@#pWQN?*4sn(RIj|6>nL|LL1#q4%X(=+H0bFnLBfpE zQ@Z$$*V<0r2->*yNjmYNfS_EP9&D>rfcB>l%uYbuXD;^OlSDW+-2z%uHY%vIu)nSo zpf%%vK5wB${t~bfvK`9do6T3P7alCDP9m|ecKXD=p1M`G`6vz5UAKALP^X_xTmJ+H zY7&1J-lD}4I=i)qsoAn&>(}43%B$q{-qzh~(A(sYUvmOKuDi7Ztc$ii&fmfM?M6Ij;#u@kxJ9TH*#OpB9Jy z6)aF98OXu$;X|SUYC{GsA0u4s5yq{l<$Y;eL}FfzQ4``a8Gam}r(*-50Yai(u?P;3 zC5I@d6AjAy5I0=Ll7oIz`|G*nM=X6Q6;9F)K91J=4Du&s$meses7cN_IvKiVv1<5s zM*0{TWBTY;0Xy+hknylv2*ib=Afm3&pB^s{Nia?2R_t(q2dRt+1N_|?6uB6)*rR0) z8%CU)BeYNCSb|c?;Z-!*eG^z5uZw6BOPM&cAfw$A4iVMmm9tA_y_~^FHjC#ZnVNhX zp6oZEMV`)`*>m6D^0v%tL3IsYjz+=D3z{8&2;#Djh4@(#D&mDfa^BuFOaE>f@t|?TRt)od4Ndh~p)9snf{}S} z>3({q)iA%g# z*EoNYF3(;KU##Q7SzA~CN!8UFM3BM5UTAVxPa+%L6K~ASL7+hyOR-bq1v9dJqYU{d zM@1Jf9p$^9ppy$k4i~4LMH3(l&lOzPO6Ib>_nf0r^E&SNSe)SEdQD>*>WsvMWJ|O{ zy;>lhzl$-DNr1%=WqXSwr)?g6`hZKLj=qe2(h%joZz>*CG<{QQMgW6$@HnsK(5IYj z5_#*~@?(PMoEc|$G_{`;dz}=*Tr@b<`DP2SnOkp_cjvC0pBGhboZ_F=fd% z(@?$=&G0+P`l)x4nCqf43=Wz{J}nV1PuGtXoOEluDk+p%l2{%@l++v6d6Z(2!#4z2 zRIAC`ChW9=wh#5k)Ouq+7mNT#4lY;MT1L2AR=Q+8hR@V!ZzH#qd-}AC6e0`9JF69A zNigg&0CtPk#vD4*_gG643QEp zl>2ghN?xa<)M0cH+?D5OM3So-ev#E&$Zz)=$Gh}@jN9yu;)AZ^U_9rLiS zt8xAf`l_@B0SC%2Ki;w~<{vvR?#+tGw%*N>^)6q>hWAOu8B}*}xUx8w%1?+7N`>E0 z>a5@2|Ch@GCu=+!Wi#X zW`1t(`SHO03AKf)pY*?cz?u3VSzog%6i5b%g7VGvL4Nm7_Z!M32N&4?lKq7(wRhuR z`W`wc4;HE8r#?u_@Z;!nC+=P`H2?&Gky=Oq5(l_=x&No?V?tj)cB3WUcgrw;_$2IG zVg!e*C zgwv!+jS^o1z7yliMYdq(nF4UMaK_<^3n&5-Br}TP;*{VnWJvLe27!I5)BmUv>Yi;l zWlZkg%nr?lJeTRQ^H2$$bSz}By#U9^>G8tMr217VlofDf6xg~jC*pVWM=vl3QkZQw zP+Vx4KQ~S#MnDk!B?TCHsVh5bkc-d^*zz=c65}xzOj%*dtxRv9FhEEr{i`O7*9ZxU zlA)wR)uIx{*Rkj!fn2-6K!s7==U*RT0Uiv(^&W9dG_L>`VIN^Nb}EjE=Zgq-bwMYpY#g$7FAo<)y^jt!zZn)3kXh<@(SZKtjaGAg$Wge&3GZq zCjR!LoN-KIT9^#-q!X&H{KCgkq}|IMJdj5-_pB&pHnO$3m(^p%@~cUfd>vEg7uYfKg+Lgfz**Cl&aLv{xAP-?Ep$wr%B3 z_(E|xy|2KLhyoMt0z3JsHLM8_1ilJPSe`}*Zur|Z3}G)$;7|b%SrKvhCUKp?S5mR` zO;N>8#uKy!M~T>;(9=&9-j~cRz0c>TC+?-G&Cd4D_K%&V?)8%u5`*s7vj^^G62Gp$ z*L}vEZo>MXA1{9&t{fn2K3v`ro8KMY4Y!1sJ`I6R-@h*t8yDT3-L0?J0Jpv0>*K)& z3-CGod`hBe2>8CgPyBAj!Tm=TbnsUt_jCgBL6uyV`x-ONDV8XYQVswv5-akj+Ns0+9K= zf`QP_=bgs|6mEBxs?X;O_a))Yw~Nb{ziX+V&Ufu6N0}!_o^uV*x#d(bA3ubGMT~{i z{U*a~CjTm9B>h!Z5F!bbG3S$zAi8YSmwf`ogeD<2eg2*5pRcUjeP1o&6i!g~AXa zm<|Iip#nm&+F|5Qg+ki{X~Su92=lxF5QX{PMqsN*^kGI;yA+UUFBRaoh{H`OTtHhE zrdEXb2+?fuZe08gWvlB>;{I!(c@f1OSzXk0c+`z-eXMueQ^l(iT&-oz82y{pGYd}r zES+N$S5 zb}yxlL4~=@U}1$Tcob^B_^{UV(Lgru&jjBI0^aMO?Xz}gK>o_qLYdom#*ASIv$VyJ zg&ycqH&+VKht_`0-R7h9{x=3qK37G7AM{YTd^81m?f=TnSP|_>lVw-q@sf0nX%JzK z2zl8zb*>$H1= z?NpD7ZoMA?YbZ(_ylL9mS5q&?K~Tb%CWPf>OxfQxVp?7=Y(DQPH1MW;BoOaX8s$Dt z-OXZ+$cMscI{R0OrEt!ZfIf~Uho9$(#94#f>8Z9kRgN+DXWPjk8;LKUExt0=AZa+& z3K?BHHw|r+IN_GLgD3yjX*6@aKj2VyOQAyj;iCsO}JcK6u9E<+w{)sjp zj8W0#gmT1bssB^Rd`nGCB*@6X)pR^uGa0==B{bebTP)pv%Sz!Q1bb_Z)J zzG)Pn-~U5$#uX|v!?j=T>gMI7W=K_Sa_E^=8 zo^0O#q?9&vI-zJBpp%H3F*P`9|Yb8DatJpet@U`%<@eG=@2F z`SJU*Y&8?tkA4cHK0%>vN!Fc4s?YgGATjSXOie81HSeSa>-3>?>`CLzJq4fGcE?Z0 z=7G)AXleP~(=$#zD#f@Jc9)+n!UVn*+!TnH@ifcU`71A*4T&LQ22% zNbR$6Vo0J0TSQt;8D0+MeVBdn{^3>XthZ*n4`&YFcGSgje=z6s&|hr6Q_f<(GV_a9 zU1(;k|KV`^@_1Ng|CPU`c}>UuIBfM}A4ryIZIk1FePz|Cdl?pLwu_By=RB{jznqME z!IvgPy5eyNj`T zdRs-<&Y!0w7h(G8PD@x1?8)IoPx^5#q0024W9N0sA<8%G(yXB!MgA!AHEhY=aLd={ zW}&&c`r{$2J(c9Ls>{o-l(XyQ1b7iP?CR9kgP-$`hZ%|7CC7_Mw%I(KvM`=2#Jo~(maXrp%Nl;2+Z#zW@bOG855zb6#hJZK z%-QdLxd9RBM8rI|6p(cDj)Gd$*pK|#@b2=#-zjHwgsm^b^wvT;)EdD>*lIBmEkW=aIK3C5dMJq90&SaZH6c%UWM`x*ac@sRWsWO&S9p z2Y-PsqR1#jUrj3VREzXYf!lbr6$Qi*#}_8!j|tnD>t5q@{1wNLtN?$($(RG4?R70= zq~kEI#g`p%;mV+Yd&KR}|Kkcu;}wr?WN|DNkKm4mT&&{O=`sFp*Ua)UR>g6@oANbC`6Wj<)x;E)=<1REH^5imgi8%Sk1~V^Sj7cyeX+b~P6#Za>3C7d zKXE6A30bhB_xwTCbQ#5f$p{a|hPzi@GvwBi+eaU;*Q;-OR@EZb>yHY~g@;NmLTTC# zi#m#nf`ne_#74Z{*oee@Y%*MqXQZG(WTiCZhPIkmo2_AJZo-#F-KYYg86Lw0w^~0# zE$YpsEzis%HcBoo@0#2#x?byghIiD1&0ij zf59I+@GEcB{Z?Gvqsqegg_dO`F*7ryg9`zI{lEyzR(H4O)7@Ej%+zXCeu07`J8HNj zmEadfW)Y)FGxQhUeP&Kq2fx^IDC5fyi4hm#%**<=~KpS)R^C!xPHEnX$IL@N zAjtMLB%*!+#_f*=39b$P$`N#x)uc7@h03Ju2Ki1FO3?|nW*M$)oUtm~Dd|)mU3}V9 zz8{;0NRaw78CRvg(teuLpBJ*$6L)Hv_-|0V`N^~NU>#9V5IoqX!ux6J(eKk>{LPCf z6C0>sHc&6wSxK?XEsaDXM<=yV=&1Qk0m0c<&6V(AXQ2_h=IGaGF6pl;cy@87b=-&I zKSwvyP>|{j%_-O?PyEH#Sd?!iNy2wx_(nLF3E0U6&FrK7AD55xO>b`;LreGT{OD>v z6jwCgWw&J+d}^?onWGs95n-j-d2#p1M)!@P!=QPtZG>S`lNZe$LxR478^J_D03wJ( z9;=nLM60Gc<^_a$8akhDbwYLJgnlZlcSti73IF_8P%Trq8ak#zzo9gzIEj~M<(4-6y_v!F- zeR_G^Se69CbsmfR`Nb%VZiyF2=|RuJp{jv;qV;J(p89+~GyM6qR-U1Tm7|s`4u{A? zB|MDoFRXM#DC_^3bSBpAYA5oXo{_&^h&a-Y9v*0ibjj3&S zSq@bmOJ~Faz49wjPJQX1D(sY+Xw-^+&QXv&Sx**6$ycTIY&^c{5;PmYq;@wa8eGNry51vkVBKMXs+y)V^xRb`ND$yNiv^J0Rpgcd0ibTW)d1G&x%#fE$%Gp~71HKma#(pB+_?53wp{z*n9s zw{<=)7ArYVJV{k+C+;{Y7@nD=lAQ2dwz_DUS-4MAbvII5e zS?oS$s-_Sx@70t5Y_Xy$)EYBuHi=XEszFrk@|F~KY2|^&BvGYZE8Pa4Mjzi+8XZZF zry5$?@3sHvo@micx+-%-KJ?}b!G;>b!5p(Pimnidh~LlH@Mb{quI`nn4SiRmfEPLo z%8`2V_k!c3fh88Er7cfrIiK}K&XvbDV~B49TOc&I8z%EOXgMo7&_U2vQUFeEWV=}2 z&tPov{TXx}#CR$>E4-j28L>aO8Z%9uVgCu&!n;y7D3i)yx4}Tg75ytTC`4y0k0#&l zN?V$GJ`phxP>F(^waUka+aD3Dydzb?wz>HEGk6Ry=~u$H$gz8672ykg;0W)F@sqzq zZ_~hBlHB|Jv&1cDbAv*|pvXoeRmBj~A0y5mGSHchQH=6Kx|5Q)O{vw0TNon0VOiLg zi0(D}ikT!79PP;Dsk@khM=8G}3?Ym(! z&3FY_RZ`RrLMRVl!$()3i~qwY^R3y9a)WMwIdg>Z3;dK>*3rFL&RimGX5?x>26oiX zC_Z#uRM)(pOqMSHT`mZz z0ZBTLJrNC%B3oyP=Nas{Z8Cw47^Awxg(NaH1WNqnQ5x~of{RbDlq}$J^y=ULh|E)e zR&Gd7qEOE;E=i1?sFZ%>2fgr5QORyb9;njzO=utO{926P)zt6o8OcE2+7nSc4B*f!I+BFgBbBT)YLHKi5 z1JlRNv$-v4E8$VD5nr>9i<7aqZfco=ReWp^jInaLi?wJMlEFv*9hq<}9ayq&uz&(y zu#J6SS|;Oj z`mTiBdw037qgu(6?7wFShQkW|7dpFQ?3ahD#`!Hz#V@K}R(wV}iPkn1A4usDivrCS z5nm>{6(bDaDFoHH2o8S@S<34>F_U> zW{cIQ3}_>MKd~+wQKSex_xKWSYP0Bz9^1Mi12B)5dph9>Q9sQ(1M;e4f@7c|j4_o6 zkmgx#zH@GK)V+0V`o~J^DtL|C?A(PFH9mq(crl>WtI^M@o2JlZ-t*x<@{}uXr-tQfO!2<(2Lu7NALo zCDYf33$P`U5?Wu~@taSH)j)}L8t+B9qcwQ8k+SylsFX^F4JEM{Z+6t0^C9F)k9|>4 zkvDq?+qL#dp@?p^k(!^hBxIv*UjbBNgk3aUmawIWf~Nd98GMi{cAB|jxn5Mfh1&A# zn+i2o=3<4GQE()Ug)2zTca}M!UnGSr;5U9z6T@{TaU}} z28aX~V!$8OH8@RFPUkNbrcGZZTJpPU^EeBp+50y9sVUak^3Ay}IB;uDSe4E8*fHk? za8aW|lg-hiHEKKq^%#!R6AxPKRXWL8L8Av;fN}&!zx&+(nc}$o?YRdI=S!68=wL~<6 zLG_?u%a(or1J6bKedaO9+HP7bk*%nYbX-eXXDW0_4v~;q%J97ITL9AUnL&lLS=Gz6Us7?qWL%w8>fLKqfMIdPKWlKN@!u4b&rV{qgvN< zK_B^}gN-?L8Od5+J0&nh3Xnmv?GxM}UZl>TiRT!pBigOch%-)88JCmxk@;ahSA9p3 zb_>o5#z0iZFyK+*1tM7W5Sy3ap-Hj#yCFa zd|!<;`*o|#F8^hPL8+~wD=F0MdG;V{R3?BfT2fjP8CD*T8>(bH8v?^`z^vR@pqvqg zj)7M~3tlgUsYSn>-Gmvm)Bzo*F<6gZRQbXoZCjlH%VE0+2AG!=z}i2D(3j6XW?(wdef3am%PgyC!wqyII+Y9Zq^eeBG{u03y%jfUquiD$}v<2h`|6Ea8(&vS+ z6r}|v$ogNZBM9#W_ZRd^4pK6@gV+?bu7O@qjPM$olD`z;;E>wb>&kJB#Z(4W1do65 zuy>RRC|GM)`~qH*H6vx~XFX)^)LSL)nr+yjC_z@{9<#f;RUH240JceT?C0BS^VVk` zqqk~}txV5j_vh!s67cyz^YOuI=&fLM=j)db){frohr_!4E(*qtq4LrpURk~@2_7a< zkmRGWO`AplWgtt=B*Z}b1$;-hcVd{&B61lnDaUCI7Ep#sxPTlNNRI01=w0@zoA9aZ z%BJyEW3nX0As9!9MgV{L$+=032|pSOAxiop>5uOPCsFQ>*%Oa`i;c?-e!P6DNGgTT zPiS?j%1i*Bk)^JL^1 z_1(HbF#wb;x|)97XI<(a$}~~WKHpL7V$IDpy+X-C07Xwkqkoytsq#{}O1QO>yqMPe zYv2eISN>O5uu*&xzdR<_P1L4d0Dz$OIM8u3U1NgT7`*q|zD4rESK%^RgM z3FMnhkTBlK`_Y|wKq*s~ z9-Icm#c0%H!{FSE$_of%t$=`~{Q35~S1zHmUrw{1^~2@d!5^ab*UmB(Z0fpJ~gObAUn$)%4X*K2Iynn3wSVO zT2$CoqEmkTHYw?GXhMq37K65XHvGOc)njGQkjDb;D+sn}K;svZlYisCW)cdADS-~3S<>&!i z>2S!8#cXuBqWO%(R8bFiNo==Lx^W= z)xy(miTv_+^W4*?=Nr;ht9oWCnJ@?gf|EV<7aNE&)nX4s1hDh){C_?J3pxt_I?iYv zN1DfJgayX#i3;dixDIvF$Z&y!7AP{%ywMj&J^pM49z(r{TctWhn|sojn(fPkPH8hR zqn9SGu89dbPmWHBPuA#tWJ+U+D4gc8Af4OIwfu z)&vJ)8n{Iz8kuO@XsXyVSQPMKfxlMox0tX76hDbC0@+k(LQ!0gL5Qb2Fe99ON+on{ zJWy|6W4rp)qHA)^Whc+)k{~YvZ6{i;O3%Ohq_KbS?3GzPrNufUb7Rufm~4*H$%7H| zt|JpG48R3lNKEJs!0AEBO+vL|T5?i|(VBnW^b~}mO{7_bXq*A?JYvu$`AV?i+srh2aFSv*aHr^M1p5aH z#Ca0&$l-XiJ?w#_ibj7jA!7hEC^+~00eqstY-nqm%*@DY*`*qB8S6PjkQh_#dBsD}cz zb-Q$2`k*!kDz4m&_7^b?33e*es(3`$5=^A5z+9_@rbAk6m18t7qnDWvxYPcbk93vwX3gGz6J5qdp{<&U-l(&!59Jf+w* zESoH5WkMit3e}uwelk>{d^9=c?EYX00Zmb5u|TM9HWbG83Lk}oOe%R?FcqrK^25YFML@}h%~6Vl$UOy&ibY8PDAi&Z z1Vc8UT@78Ka~a&@jO(!-?uLhln)5JLcZr^yN9k_563g+eF_n&uxcN1j_C=IGsE<0F z=+m=A;MhM#R9uBdmH;7}PB!ODY|#sOww>qdV7#SLAu=SQ-*oTM{J7+|AFtdqAKYO)26!osAKjr^+~p%B?XH;0eNUsRF^mh)Jl`gJyPqWAoL1cJRl zX6z?a*zT6RbI0>CvXQ1<|F}4)cS1!98?1LYAf(57(%48;0A3tds|L&eN3v24H zW^)cyiA8*a{v>ntTb75BsJaC{ZqH*olVUcq0&wPs5eU=5i?Zq)_!Rg^r|1eN>AYqxR&5VHXYx2&E%y6Y@Gs{CQJC9V=7ZOb47*Z~ zhV1@3Z(ZC+qU(y4A2fVKVn0e(PK*wikodOQ92J}UP~US-mzgPFk%dZXq3joIvj_im z^f!EcJ-z(;?l#aLG^@`S-AQtU4Z6Gl&rjl5T%053<<33pKDvJr>GF;KJs8u%YLsV$ z$*+Tkey&gWd!JrU!%ADeZLcp&N~z6LBtn9d_nDg2mtCIEKAt`XIhjbahRnhOEGT=v z&44WiQq0VIryu&RpA^@KDZO*eK$M`4L}VIwTH|0AGAjXcRoWI# zE}I@3MrV22G_n50o$}EMf$XQH^X_C;*I%E%Pq!KSmLZ>|#@Ye6(ZW8@Z}%O1U9Wfj zbIB|1Tfhs1fA>M98U6h95c!iMj5bek979*-53ak~J1RvNe{DYWDi0kyNbUhOz(@8$ z=^MhgGo8lGQzIFss^^AYFCusUC6c`fCW9BKo38SA7H)mUWz(46;-7FZY5in}VrP-* z03^o->(6U)?kI!)Uojv(ujnWpz1u(As!Xn?J7)@ZQ`|pNeSG*wsy(7pbvr)5?8`h5 zulkv)u+`d|9iEietfLsRN=6Q+w*Q!Y z9GuLhPT8|4dE6R!0Z+MCEDlfAe-Q- zW;y#q%_@}r1=A2(aw!lnwCNrC0ZVg%o&Cjat)PQy{Rz&H(`L!Fi2eG zv#7kfJxg5W;+7F18U0kOnbUDjvEoGgM#If65kqCih}ByOR|jtr(u$$VSLChMH{1K{ z;`a6}{Hc|uaGVC|pfdWFbj}`PDfCjEM<)5mM|@G&<#wh3gZm4uJ%F9sodv2{nS0C+>dbC zIzjqpO$bs`-O91n^c;3yK#0$(7@uZ=uGlI6dwG|Kp^$PlIdzrYx~@t@?BbiM8@>@^ zX3yYnYOUW<%dYWC?ZEQbjdhc% z{6=p~C~dBUUsx|~(=EEBPD6I@eSkqn>QSJZtm5D6_r0Fnj*4-xCCh4ZSld-QRb02nHw?2e}r=4W8m3ypNTb4nuOkY-x;EOh0uHUB=xVrpK~xc>KX~u5udP z7#KNexKJ?JZ=BwAUddUF6*#L+-8_Gj(LCom$?h-DFz}=&`{(-P3ZvZ}b~$41uC7%7 zL*?O&j^s!96ZQ}7@drDcRHonW&yB+?J8mwP-mkk1hH^IKslJB;^WN~rCH2f6cbExt zSe0BeH`4xDz`%dFsrP0z^DkenFvFPgo$n3z6=xs z`UI95eTJApQS$J-l>-qWq(0yLKQwzaK-vGo?5xfI z!U&Y9sm~y8fR&T|e`(lk7s$va>1W=qEqsmW(%HP)3NrPRQ|YLs7~wr!XT8)D%E~IY9Fg&GpnQ-={HoSp zR$69RhBvQggVz`;TQEz9^i3k2js`1Fr;OD#v`u!SpsVOo^;2P^(DPpTMdrmC@FEmU z&Qa(V>z1UMS+l0|P3%(mOr!r+GDfM5pRSX^G$-q3UBpYr9wG3pAgO4S(vyC|Em`8d zCYwnmfj?cMn4Cz>>_k>3GQ(wmmEJlYEf72hcga)aLVX=`3w-7#YdZom% zVw=j~W$O6f2MPC>jp}5YqpIq7+H@=Qjbaq3hp3zb%L3)H3NO+!91OaZRA8h0A$s(h z&Q@xzj_hCCIKO;NA>WFpR-;YII<=zs#r=&uS?1tmy&q=c*wlOs`G>q%A8d?5Ui?v?W+kKly5E&WHn?#aeH!Mp~2dWKxHidw7DB_O3hYWxN+7~h4; z!8L?6H}PlRclGM8-_mRBN$y1HU)7IXlhi@KF*9~ylxd_a;p-^TDCiUD3j%@f4!3dn z;>^fQBuzHY*E^s1wYCyV(!C=M@yQg`(dV8fV;DG+R59$)UQ(<%jfgSx`ERW6yip$U zjoxIwKR6K{_|e^FN#3`?n+{sCME;BmXvx-Rv0^lUMZWT!0_q@%?HY zG6I7vMe3iRoPb)qs~$F?dl=B-U%k!(4b#H-BNL<~rPl0HfCX5EOkb2&xpW=Qx=wmlkcm(+4Lyr15VcbRuX9;5?uVVutrDZ=5>N6$UV1hZd{^ zys(*YT$}Ud1AqnN`@kT__rFS3MOMP=OznawS3T%tll{Db3nYh|flu2SYc!V3B zU3g!u0Z`k8mkHiER_r1Dnx~KgHf!jERO?q(eepHn?vSu4aP#I(E7)sG9gAybkHKhI zKb)8)|4iig7`mgb1Xq;uH*4x6V@9^4Tq8Jt6t>|^Gl?b-?}a#(v3kRIY|y9_*NoUg zGqCc3noV4~*a5sXf6-;4fjC_o4u3jDLxWQsfOoX5?4JGHFYAqDA-{#0v*9;4h1Uxvu-!8hS==PKw+lRcfK2X)-;14Q*?HQ-b;7rY!jTwzk9WE4p53+ zo~IL&`y8Vr5JAULw1)(WE}BahRpR?kB0TNdsO%{OUoCc7GgmvzZXOS6u$#_T8i4)) z00|}q#NoNapvEZ_RND9L3cbC%Wy24exyO1XJ-YtHa;_TU?jk1kD$>!hn=8A2Oop!B z`U6F^tJ`l6IgI(sxDN5quY=TDzFf$eL=WhkfDx>T&u0|4dZ=EoA=K#Qh%P? zt2XX9oWB%gpAU2^Ye<8-skj<}F*8s-G{2zw8eC(5&S$7ofPCADuLr>(an5E7(1;4l zO3C9*@t;UXi4L&B2x{~>h%fG~Xo@aOmsbKeT(kAa_Mo-xB@mCVmI)j|xl^X_mYk+s zskEAGPx2`r0G9`Q6JncRKF7cM{lJf0mdTwv*J*oN(>lS7krX&#wouM?mE6iBsi9>7 zHDZaFhZ1M*FavyCZyqi_hWg3_N=_Bn4ZWoE3lTiN1TV)?0u-dIJey0A(!vX(gFnpQ zPceQov@}9{1>wS2yu~38zwI;q}Fn-Q;obRYujK1L}*U3L32j-mTN3cA^MUx{))3H$FL;vHd0uqlPLubWp#J_Bgnh z;|!szJz}JH3w`5mj`3R(C{x!>gQSdi!O24y18=C>TVl!mnMMi7Y6T@ncjL-aP7w5d zABm^sVm53ydzd{}2>DB$IbqYd+5?fbSK;=1j^1VYyvYm0i|@f6PXFdZue}l;SBVNW zr)vGpb$87-PQtBV3Q}s8-~EC~o<(}SQ80+i>h_MfMIL0<+=q z_N9B3L5tf-&>{!0&`8|AvE#5DU~1~LOo$yeZPUDRC-8i7-D1D^E=SU^66Mc^1v0+d zoy05MGzwQx;VZi;4uX-6OFe*_G_?DK^pO`qDJ~EL)3v^Qq(dm(o;iz@$0n#1w8;yi zg-t0)+h1dGF&X-HS_kD%_arWY*j1rq&^=be_i^^89y=cJnEsour;cRAf|Sgp>F*yC0DIRAr86p%s-y0TfIZB)A~r~$F}Fk(8Onw3V}!@r@zc6&VE+^UX#Ba z^Z&~eT6DDx5ELPXV-;#Wzh$cBX8V3oZjoAPY?ND*`InJN8=3@Liy%`Fi?yfa!A5pN zRq~ad$LD=$O9e3U6XJI}4KA)Pjauqkq~Ikp|Lrw(s+3M;58u??agF!ST4m*Ws{8FB zNO%j)(0`9EKkM*Za;2EJh%_q;pBfUi(jMh*d9NFwwLiKB1s|CLBBrpx!9t!!tDgxp zB@dptJ;SD8!ykF#N^Iibf5e_b(Q?r0Eey!$aWcTK0&6H28=BE%S1~KFNz56{1Q+t%!y+17wEHo_!2xf zX(a}H7sD+NW zY0>T;tHmp&Aa+>$U*AoXU3Z>rZ{EpVg4HbmReRHcRJ!{e+~&o97@k5>w4sR}GHNra zP_A;hT4}+P{rB9qt5!}jm;La0T{&xd61B(4lJmk{0rT9eEQs=FHdaokNDE~@$q)J; z+zk+?FvDHH`B!e^@0?qZxxprKZg_(ZHntGl3_zTSU17rgjlZ5wyE~`-2m_~0Y-U)2 zi}JuuTW}6mIP6}r4b_V)E?F-0Q`NufWa!LcP3vF#Cu?~rMGZd_hBv>~LtZ8an7QWw zzjd84)ApKw!faSbrMKWZ-DCfr8L#~bAz#_%9^)<74}Gt@r*xRRO=DHpEP|m1ViwFF zx%j*Kz0iOMW=cOi?0ZHhwJ~E(EBLGku&D0kUm=cS{3NE3K>l#t)I133$*8khlPmhe zEyBo-vBI^&wW{%`4ZDS#%>$|%4Bl9?S1P>iS}FGP9%wWu`%c{gRPzpR3QN_)bnoYP z#-~Ce1NN{w*~S0Fk64E(l)tGw^UURg`=#$2)fZCFsLQTtFYc^83^q>(BFu|{0dxXW z$`f&QkkqM-nU6|`H0ZW~Dn~q+U2EG1p^X6dZA3FUiPSD6%^{w7!6n%n6RUzj zO|P-jvcNRhh3mHk@4Ss#n6y7WthRQ$L>`0q0_JOwYB$gV1=7t(Zd}$V+5+4EhpKmq z&Lmp5hQp3+bZpzUZQHirj%~a#JGPy4Y}-c1>DXV+-e>&dKNodTwW`*|de#`v8gtg1 zlLf5EATNXQm}}9Y+V{Zgk@_?w+R?qM`DypL~Cjk{`2Zq2QwJ9RNCnjN^-t6#GAO6YC% zw>7BIaIr`8WjcV2C*p@;4`$hYswar+RQ+!$`1J-7D$^K(IyA@D*R1oiigDUqCRYt- zuN*4055l1Q)8H2hwoanZ4%GEgJxlPRbb%$xqQ4T9v%1(ye^dw5)|k|8rJhm~@+Y zaVacpqn)LHq|GkC;lQZz$U2v_v-9AY@W7I0XO3V}=+@ zD0(b;_}tXwQ2&tEmaJAqAb>AOV5$@*t-XC|6y3UoX7IPgqWd8y7U$Zg6AnXRecyDe z@)rY}J?ASwYYIO+aII!SUAW^ikB>u81a8(&05!Kq8%KZBXH~s$5m!!wB=fJq@W?TaWNxs*AtosDCz zMhYXXEJg^$NA_g?@&e{{BkRB#a5fi8J>q1#q?sCW_y!v|A;NT$D^tAIOxQ4tB|U+& zYIcoDLNN~F-Mg;OXNht47$o|hw%&+XWX|1qrYctHQuO0BebYDHkYv&fB+z+-3c~KE zeYqHnZNNX*?2M&KZU70pl8H^?GgcAV@u#p+jlKf`7%yQvH$Waf5PTXr48PWmM$7$mn18e+D9UdBjMmVy-_8CINH-eIF2?MZ%jk{WvBInOfAs z6mP%65$pKDpj*4bt!g)}Tmr*ylVc;T@X732=*^rA=q`RuF6Q94M5>$8HfBs21)(CT zt!{JX$vsi>JOIcP=5eyI;iwb5Ra~gf{Xd9}-UVuOs)_V3Y4sz24&|h|?2m)P%S4Bw zg{@D~(H=?Lz1o5#*0U*Uu|4(%=vf{aVzgWwO6m8ar)Qx%sxeP5Gb*hOQ8u zMcMA`z05D_+m7zk++fk12mPRq?$yK-c8B0eLM*w`Rsj&lE{FY&iY@Fl5lGc;U(;TX z&dry3Jn}RPb6J=1z_Tb{NH(TtMQ?W9)|bR*kMQz*Eutn4@CK|Qz+ zf=%B6O#gv-fzPkt6yU5(tU&7oa6CXAX_7=k0yH{IvvpyDR5z-xbYfIJJon+{Ibo(K z((cT`nmLZ7x4K$I77L9oQKtlegJ0x6 z;Q4j+I`?kN`NKsZ)eRDL!-#8(9W3ifU3q5&=1ry<+(`kXu;`Lg;TSPm4iSLm=d!*n z#g^02zn{HgQ0}PnWfX4{l>WQiQF1`cB!TNpBHwxu11A0e-AlU!BK6%<;y}s8ddSnX zioH=oVvUA8yM}JW*#eH+_rVTpBI^&{$i^StiHZJ3eQ3p?TrPeXpZy2U5jxM0mB8pt zBo0NPuj33$%VKu=#+y_Zk1!(ECr*Y3$04K+~Sk} zyJiCK;OqbvX0HF^fMBlfuco$y*$aeoWel;}mw)eIRl(H(3pkQIT@crX8$yzkPqGV2 zL<;T82$T*I#uf=f0ROiIGIetVUkJ|!8>NJf=7%dgRu(?)D=?LYq`#)>x^t^_u3sgn zQ|Z3EZhPtaxOUPC@U7h`p!W2P0+d)^KV7Pkz16D+bBm808ZlRfsTuOngRkB<-!dy-0SZZNqXTD_`J6 z?Lc!RDPL5g%1RXoTcDx(13;6Uc_uNJ!mF<6K8N2O?J?WB+0v$s9anBn(5C4P;gxRQ zXr{1c?;-F;(HTBv+KYMTr)Rl~cWcSZe=p^CjdH+Z3{A*5F*C7kzUY5%oXd>grfJ4* zi4PFG)1NU~A<{c=`jHXL@-MCF7#Syn_|HD$Ko};M8vV6~BQS`w4^S|_341`9VJQ5a zmE)R(jO3?kK^w@!t+(yU-z@2_`oRwGdKynadKzhPN+4nZS4ZKj|6Y-jQ!#`*{ufcS z`m#{u^M~or>)RA`CrNhOSCaw%lln zXbtzZ(=0xE{kwwkm^K|LQK0z{Ue3l*+H%UyZ3{6p3ZK zegq4H6Ja|~yMonCZDrvoMa-!q0ov-{l+GEEsKTqWkOm}z4glel1%gHBhgL9VQ>M?e zR$LM#>#vpqlrzD!8wAwG%UcavezF?lLAn*ho;K7dG9OzOnZ^*d(WyyxzP$k5D_|B( z_@BXIe>*xXoBXzhwy0!=^Gk+lg{RMmYC#qg41;6PEqKksut$HC?OPfrvY%3_R#eEe zC8j+24-MJBlL2sk=yrUCgj1*C%GhC!d%m)Hm*bEdrB1j$Xf~~CjKoR< zvaK9=qmu8=x(uBvR?!>}vDmiF2LU4R$;T{=4|9(iuHgc4@hdbS8MZ0hP**e#6RzZ~Q zU%8AWCrq^Kt+HbZ%tQ+wDV5t{34xz(A@%K@5jO0NKa+&#*h2_7oaBJaK<}`O=EKF* zqnd$leM`i4c1Wr(>oJPL0_3K}ni z{)P-%uymr*#7{`BsqgE3M&gwl=cT>&`aWm=^mm+njzNp7+ z<1*Rqk}Nh;z-RyH@u8zM@Yr8BTxEiG2yXc+m~eayXoqX20cWnHq-C(S=2_E(@nd(C zcL*@N9x_0)3Km(%?c7T7$Zt;;(wC($MYNLpBu$FH$MckeD|h{;CA0``4zD!-4O>AX zz8Gng%$W0nt4;U8%}iHpJHWkaNjUEl#`cLq85H9R2$B1TlfZxgD*85)3_Xr7_Nf!ck}o8dln7i?#1Y1hP_oJ-;k z40GIK&Ar6|4EF9-?#ETd4J1DQY+I?YdVb2TefjA720A2v3O>a z=x0_#1DMd+L6m4ZTtv*lOi%O-nSVB9-O;2l1S965Y5)4p{>=}p{2_79B-^O;xCyf>@X^}a4vwTwpn++X;^C+LE;CS^~|Hrv>&1O@vuyrPfJIp zy#v-bofhBiBH_yDQZeQkHuq2(G^1>t?6(wJqTl@j$(=LR0q(*XDjL#h^7gZgH&)&V z&b-VYuze5FeLm3TBMG}$#fZ4TQ2g5uZ%`jt&4N3%j}!ci4<15r--<=U({;cu>uGS~ z?B1!B6~D!KX!2}VtIroo@r!%J!KkaPhaIxtjjs@9Q9>~x(L}z^{Wre&AnnZKu9B^P zVpZMB3*j>M!RVWWNxBjYI4=m-;~7>D6TC_Dv9g;D68=2*TO+KnP3$~QH2XyIR{(zD z63MOvN^F3ryZp5_x$@@g4hIZp@WXqcvhEywdA$x0pg!yJyp=9!&;K31MWSZD0H7m$c_dXPojdR@sr*eD7dC|CD6pgJEc+9h4x8{CBtyM8&xJ%=Aufe<+BzB8ym7QKr?<6{BZR*Tq_2Us=B7KR>sy_h&GiK|u4`*#rUG zc?-Ckn3~LH{c=5?1WZpdu~1Ut3@|ys0W^9a{-e+2T^B(k8IinATJqq*)x-{MJy{ zc(i{{5=|uAr(Pyprux(H(!OkGuzE&x*f+ZezW3t*!OcVH4p8r9s%B^Bmp40y&8ET$t!8t2@Ot~;3_eT9`KgOu zNQh4M0g}kzonKa3d>+2=faIxGL^^=)uI~cKzX$LCttb@}hqx>`Jgh|Lujgl{Wm0BP zAu%6!^Snz{o{POe3*1Wv8MD|HI>6tgx1n*&#v1BwLiv zd|Z}ME`!BBz)ml!=#rV*tzkrskkFAa-deTf*{cgz-X8`b?p6!EDt=a4xS)hTZ6r+M z?4Ft+*+LfX;%z@#T3VVB0w77*g^Wii;Mo9_RQWB?Z<@g%jO92R>P?p~{NP2&rE@Zu z3}tZol0}I36DT!sR8Perheb%5%uH$yo93K~pvgDn#if`eZ|ra0XzprW%Osnv!4o=4 zl8#-f78*ls784V>hm*gtK8emeBnQ)&N^L%#?otv|ZdP$>QEP0I0kEI+D2ZDW=IjZr zXF-@$C`nu!y0F-`d}Jb=HM=2h1X^1>GQVYjPfAV-mxOW;`pKydq8y_gtCpm4k2f)o zq#v*lQa^Exk(dF^pE8tV)IY2IBD+Ly!}ik`+)4pFSX7cU=c%PBy=7_@mTH=- z7K{x5cpMJ1{seAOfJ?aF-~DscJr|eL!2)v8uf2}p=CudGffo2Tpl-uPDCIE!?K&EY zBJ@BhQZK*BJM>nBC@DcqHuF5wzXU5cv=vvfp?+?RMb^`$0_0K`GDUoAFR5GP@$P_&|29U0)g`%_CkoQn>Mq7h_7v*G61~7lD zv{EUtR19O#0|qPah<%z9FvbIM1Jq2DfA?`;QqqddRlX75!m77NuDtqJ=l5u==4lL^ zqjW?TKvI|z+XeD9)=x$#LJEV>S&k8;B5QWuO1W*6oQJs>(MCm0G%Gov&dZw6oUj$= zuxiX1{WO~U9fal->eX8K#M}m7iqB8E2jMazGo>VR0MK@zo1Qxa$9Xas%(9+KfWuq; zayhoqOviof_r`bc>KKGq67G||n+kb@U*BVk_Ejr+^vs&4;k>wY82!O9q9r7nscS;R zUhqbvMb0fZRr8C}>DY#a6(p^nL{bqMB1ze{0T$MK)ch_AmWB;1-`Dhf=#}3nG+vAI zO+VTz3c$m>R|iJ9T3fmB$EaT9!z0#9xEX;iOiW5hrU@R1Wyk%dcv7Ecmf5@9e5~n~9l<39CP)JYu=PjjUmK+5s_FA?} z*{s@v5fHf5ev4(p%k&N%*Ss(H2d64ae&)k{yB{G#dMa#7Z8gma;J?rr%0Y0`d#IRb z2{0-q`~)F!AL$^xEezwGAV&?!d`}=h?bV_yNPF+|RZv9AzERw<0ntA0;Z>_t*8>`7$?&`5=0`89Qx zciD3z`w6t#wM-bNJ%p;O4AdGJZFn6gwh@RC z@~mxsj%^oOl)C0HRuo|L=zH;BtTrfOu^G=g`a1KO7kP<8o`6ak?_Qe^p(5IX63;P@ zO=%}-y&LjnyC|3{aga*PmRk`6X(@hXL#ACXRRp#EwXc;GZ#PK2>Ftry9%_0_ zh}9n(-o(DNw_p5Fd4c>@QhUz*te&GcGibDbO+ajSy@S&<3BWB?F3gU)SgF>2+uf@01k|CYp+>6c#zpW<#SxbB8%MS$VpgD1v5OpPlsdFq6YGg(HQr-3LV zBR=n6V+Wk?pzW;0712tt##_&R1JWV^N}bGiK|x`jzALE5_R32JGt~B;6h7|wHaSuj z1DS#p9djko1x|kP$sngszy%VOq~M{W={cpBALTUF01&kM=i2q$@!jUE_6d&PR~Oh$ zsXTj24rN9Y66;Jd#}Uy_w55W+jarI~=(<=upO7Z{e!1c-d$ahsngF8dqPxRy+kf*p zBX8c+R$eAV#(qh3(IminuMl7^AHsPbL5B2&FI)88q38m>!dVIfz<}A(v9YbzhfqfQ zR(7>MCwM#73rtl?TB_H`MHLKXkk`YVOQvKU<3;ZCs8;UtyFu`A&QTN^4NHfQyem&2 zxiN?Q()+w)qrGL2`7PS8${@qGV`|3nL(XcHO?A3KLpVRX_8?T`E^N!}eu?Xzc2oR7 zTYl}HaQcxm6C6+sm?jVo6>%%DZ+53$w3=!uUKy%<7Mi5G&h1Z?;R1azLs3L*&FP1J*md_D(IBz_g0dlg`DL&8(HEe3`p=lPB}m;>#X7JWK%}N}fyI>tHRNz*bW`EB zJXg{YteQJ``SUQ%CBcs}_4*>QQtfaVY;&8GQ1anvNsvHLA-0ug)FZ0isIJTNU4nhB z2gFesK78{tT%2!#bNw^CL-gHMsn>Mz;8S76!87_&5jRr#v;rCOjfQ=*Zr?@k7ilFe z{>1hlxZ6xN0J(R3o$Hti(M+9(;F3k)PW6jQyDqYaHF?6^2NB2D)!dncu+^#dMqydl z%gD+n>ZAVr(+w%@Yq`g*NcOS4IsS~}vI-edau22KEq|d2H8N!s8_(D2oh7;@ULk>% z?0s>${i@8S(EVru=tzq(^i(L_C1D7!EaWydSqvQ+fM5-kT$M~lME44RMUcDL%) znn|8TQlQaj>0qq10?H)eXRsypoW&-H!anE7;t!wH{YL86KXIc8(-9|`McJM@B7;mL1O$Si$I@**-T_RDq z1Mj3xKt?+F1-lviU$Xi`yMP(;B#Q!_DGo_Y8isyK=lx#ipB)E}Szc$qsAz2(jIfOm zb8KZjU&p5F>0?e!9aYepdUJpSS@}+K9^8x8c81iB1#8>}INyQ2ysW14u$W{CmcN>3 zl=t~>m*!nuQPAT9O$_q4zla!IvG`NUAmpaL08w-nc&V&R3+?B$)ON}#2(|8|t!_SZ z8-Hazhh97}q&gOs=qqk#9|M;?M6-9?MKKU6M{GrI)eIdI&%mvG^R55BQm8$EXh_<2 zM)|m(s&iDldD;%RZ*-p{XdExfJKxJga(M8TvyM&dodf4|mD~~w92A|k!58a%Q7e;^ z0jR7+EBMh|mF?h?fTmA1e-l9hYSAG?w$7E^{^McAQ~$;>Gx<2`$pz6Lc&1aE%8u2a zyQdZY(d-7uk9KEWRTz6_h733oo_DQVe}CpEuCSK!h;`)I3G3^yXNdAe2FaBSC6~On z3z?IJ;|q}abls*y|>D)bUw(&Ygagk&tCW_fq-9c?=mE4O_d`JGoF zA|m~xvKJ6<{cTzmMWmgA2F#cB0iImyV>$XMKRoRnx7GO$nPfi-ygM;)*Sc>v?qP2K zqR_@e<}Ku7We-o*-rhW|I)nCFk2oS39fIm@#GF-dymCX!&!+3?wT-1@Lf>AL3^#@4 z#5TXJgCo|=P6i)^XbW>-H^Nw+M0QQMvU&@IO|E}O1qGasq8dVnhy2JT0FdVNE{ts* zW=kshY&Pk)m!JBzzG<^d6N8#DNavG-oESF@KPsss5QamDN`;lkswKk4kUO^l)3k8Q zU}NPkfKNs`Tqk>+gr+Vzl#3b2ey65fYNXVrkOkml20B#8M=8S8*uPwv1JgiQ z;>i}EreJPeCq8B}z;59n0Rcw7>anqhku=z6K_%IeTaa8)Gc zz}$1i`+;+3;1)47Z_|Cfa*A%#Z)Y9bv)U3FtFW+K(~j%drSnp0gjVD0$h%Z^`6-}a z)iw>c7~`%5+LX^dKt}a=t>ujHhMZPKwA#tzC{nDluc3swl+0W6w zur-ygA?J2BLSnw<7&t~30uDyKys86~!KR#ACGe%R%VCnGSP0a%bm2+A?PhKF-p^XZ zt|4QmU=3mC>g##ncq=all>u($`P?a1g+50h`V_7sfdIJ?P>iL51}!p#cnf`E=EPX- z(bY|JH(p$7VeBB>(%tcv%^Qh+7r9)-ae3}x3G>JKG68X!Y1%_ee!KAqmHu`+E#L*W z#N+2S99YUFK54)>^-Sub2s5-P{;$7E>DuXkZ+2^4?@{*UK{;HsejlfjRj?+I_XY*Iz0qqH{t z1(9Se3i*mZcMqBzEAN$*invFX@s_07kTG;2T8Hv8WLFv_F;wTXsOm zaWXwaq|H_1k+pqCv2LMa$#s8ow&b21G+WdBhVL6}eiHWix+DOZJpjv9<@^_9kSxb) zF5H6@8-2|F&w)4#^5w^wJpQcbg8!evqWfhNv#q4FRD9`j&E}3KM0;v?_u^h-T&&U* ztrcP~Td2h^u+RINvHwCfzoyw>~)a6M2kR@VQD7nrBOjiEqU|0{H8TLh>3 z9^&}#5Y94q2^1JB=YNza0B)xLzkWeKQQmfd2|n!l1%t;UCMmv!Iv9C12@~v`BQq`c zr|uYhtbO+3ETDH4mS4_jponpzw!e^umRu4VP<6~6H!DLxHkZz3|V_Lf=Pk@~?8raC_0ARMSI~bc9E43tTr!su+|aZPm22djZ|5RXr`*x7hl}9SadPwB$%jH$l>%t_O*=YUDRAP}sb_FnFfg|N7NnK%4V>_M7ViHR%k>@n1QLv$=|A~ct$|<= zW}v`ajqjS@zq9kOmb3PY!J144!~_zNOA3mKf3lr%4;aClLhHd@xz6-}1q?oLL9R)!_e%tzS- zF(M~XOC>iW$p#pS3c(0U18hfyU;}gp8Jaj$fUTPP7|nAFw&pjHHB0qz3X(TdA)P`V zgM<-R$FO0ixZOQNA{Q(w{3VGXG z8(TYDD_a|E4^K~o1gL_Wt38#TJ5*U4pKZ_1yE%jNr>*MF-$>Ar{ zo!*rREdDp|&$Ys%7|z@eC;#DhRVI<9X4ckv-e^)=>#Z(GS&J%u?5-iv>5>h8qPJEh zQI&t!`WU?vywU4^I-=(Rjerzw9uG}7EIGO?)_TvQ#VdAvTUblA6pSVFFaiZ0O3%u- z_xh!s&=UK#cmI{H>!WU2itJ1;r(w@DNY7f2nRA2Xj{K(a&e54i0-^Xz}g!7pzQ zdFq9|Ganr38FwFlJh!i*0`8{u#>QL2&pDoQ)%o~ZOK)$+o$J+(?|=g65I-P{AOFn* z=RChlAD9SA(HevfK@1AU&Iv@&gy3o2!GNHI2PWKsQUK{lAb7zznE(5{hy=m}5sZWN zKidgN#|$A3$^lf~1xEuCYC=%8Rx?9@BY|;neyh@e%R&%xU>w~4{mwub;uZXVgj4?$ zcK`&4L$H8xvi@fXf{l%Z9e67afeD}_DRhB1iOWSB;ZYO1Un*$UQO2+5(shQv8MW(V4t*Z`{-vcMS)lg zMn*<0R82#N73lB3{ied9N=E)NnfEK4-rc1<#9 z^hon%rlduZofAOFaIuMI8~OC?ujR6S_3`gh3m*rGQgPx4MCGAt8lyhNld|OCC{~!A zlDJsq;lc3O(Hu=G9~T9MOGUV(oLxev4%%UTB7kC@wCk|*w<@ig3O$PEfGV$34_!hoh~LvQG)D{8iIafT>Hl%lvDLRa+Lnuc zbn_(MnVW$t;Op>MFA|&i)#&Fhf=l$n{1<(vJGcN=c1} zO6T633N^mq2_VO0rm$tFDXqmxuHs!p3%3 zbA5`qxcxnIBUa*Cv9E3Uh78#%1Fw3;_Z~HryqD|d0m$dP8rz*yg1j5t(Nyq_-wM8# z!U~fcA`8aqhuWR-?Lb32*Rs4wH9jJ*@6Jrt9;GbblYIKQu_PjD7*g)twKW_g;UHAB3&Pch?}YBs$A>ypPDL+Wt2k!1 zzd(B8GwTH%w1Skw{s#m*0iXelyywZuotoZm&?Z&AlCLV~Q*t?Eptwsj&0Et7lIA;& zgzEZna4wuQ!?h#9QIiAZ%%!wR#2YbnBL(aH3~)aU{z#vuW=zZ?2{UJkg5pUT3WitN zbiEtjWuIK%Z7(>m<_oh8XWoZe5z)A^v;`m6G%c@!YmmY_85OlqZE9cTA3ZQN6L@N` zjJ=nal&2d>Ou58py5VWy^YE`miVcs;{&nQFy1;3)J4Sl6OyNN;J@q^n*g&UJvyLiu z0O)}(la-u>ItITee{J+uzwcWPdC(xJsfdx#(t&f-)j#w0B_%8xS)|mXi`V{Zk&^g( zW;>~GGCmXQMDYN{CttDNNkr~LDK*^YY~Hb&zrTeFm_}Dpe}YF^2bTu8hA}n1D6r(! zM#82V(j6KO4l5a#kQRLrXpH@w3(47L1=LOFz₿$Wcf{6V@5+*q;arsIifVasw ziVUTpGnVKoYKt^{rjjyUqHhYX=?->Vs+r5NxF%JF6g6HsDg z#3s#+yz!``L@f^!dA4x6Yu?iHzFI)D=Ao9|pKq6vHl_rOqpa4?=}0lyH*9i6u$7zP zuvnm`qE8&EHsh12reec|g-icA6k81_A}n%t^e!@Pn;8z}RS2(3$>uVcx3efe5Hn3N zKPZ_EVMlXR3^ITx&jY=>L@HoB2TTqSUzw2dQl<+L9n#gbFcUen#_nws+upZlLi}9M z?%#c!_7sO*jUUqbW2*Xw&OYy(N0Jjd1X?E%m57b3cj9ef5AMa^vjh@}aMsQ6;0fdl z&Y1akrGgq{yB8)~iH4gJ^{Xv}E6jzs0vt@f(rS{<*Vn_#SV$H+3p)=PA3&z6W?v;| zQdX;4#Oi07Hu}ym9U98?@ENIVNLRCj&bssoHw&TDNPxqlEgmo)=%O81&{P%@$>S3x ziJG3Ar)L{&B}Z*$J5k~4iA%ngv8JtS=FGeAdA+S{FlMxb{a5FZHL(CTBJ%WXZ{YMS z7;4m#9u6_b|94+sbUmKv6hLOkLAVrAk1JkA8#!9Ar^UQDN5iXb+)mTr7+SFiOlyR4 z46SBs=@{JnF!|S$b9`c@rM-;B{Y~?;=HGem658JmH^j}QS;PKBArSkG2Uw4q5{i~} zN1RVNyrSN&_>O;Fv9J2?kkj0h*k^Zb?v93&7Ome~{I44I%e|_gAtY~!r}wEhR1WRGo2y1dXPxNJd_AU=Xj`FV+UO?(XQA? z^{H*AMRfPga*9UXsT~=kc9Lv2$L(gysVbA%CDcR1tO|p%@;2NKK7k`WmSxIeC!(K! z&<$ejK<#H&e%#sZIs!&2i-KwP9d6u`ev5~xad1=8Qo2J0p!IM4IpS3|c24|DV^8X? ztkaYjrxO*!TopuDGrgUbnpnJ0?DA(Y-#Nz3Gl)M$z2kpx-J$cG9E&UJ>=^#A?^jvR#s@8M$o8zMh^uGE1N`d0C zz*Si|YwZB3Apy`!r07pATj1Q+H%xPmP8aAkl~Kt%&dzg1F;W1B>V5pxFpFeo&(Kb> z4UEJj2=W;5%J$4r*Wr z7&>@E>1v5AW(XH*|BY;LdPzVpgw6l~u`?rpG+{sXG=Mhbk=H24pT{vM||UQw;}S`cs2Ocz-(NwGnac%09-?zW>ObOy-&b>v1r)2DZ1seLt-o zQ_u=I2f)2Z7V6rEpjPJ9qY`!agSg~F!+L;&X+)~xW2uhzxqD+`bTw0BDx3}e^Ohjy z@F_k2HS=oRT5}q<7xc!Y2Yt)=8%p#X99(n&9IR?j zUViyC*stW%5^Ls$cYf}cU&^bPEr+z&p7!av7l5%})TElBG+EkzxZ^NXTXEo*glj$( z4l|o9tst)`mjJ1SW@}T$dwJ(uylT{epurKW*tok%dgHtJPwKnHRt^jL5gH341VgPv zOJp=UUL-VY&$P4(Y6U~7u{d)}87gQNX47E4e`hoIa`WrvwWKOnVXE6~+v18I7%z;N z0{S+G*?E)JOlhCY+y?#7bgNiLq-9zbD>TQ@ogIzCVbZIE6F1WJeNu{w50pIMqd%S- zG7K^unbKi13Q1I@`1l$5eTNs`58!D>&y1Y5hIsk{X%pPUM`M3z_^^#v zYz;wNAdKl6P-!dOJIpDs4TYDXhIlu!10*b>3qUYD8K3TImMl(Zm#5@3JZyX{T7JuQ zGc!hPhl~(i@SwjAFIzTbVA@JBY;`qj7o~JxM(%6S)7fgWV&M3Q?oWg!ZNae@Ho#hV zwo^UN!Zbw-zd9Xtk_f)j?zUdl8cwP&G2MK0W)UJj#cBv;bTW5}fJ1C(OK z=uHfW^ft7~##pyR&Dm;mU#JKh$f-9K_ru9`M{3ii>_s8jd1e0HWhAkvZPElg^Zwa; zr~fhh2S2eK8K;`XU=ySz7i5G#mO=7YKl+W%kKcH|3JsjZk%=H*(zDut9-uy^;HJca zGu zrcqvH;%POL?l{CldZQUMnd`8^Hg24>D#*TVNF-y&(?b54Ie%}L@XgqEXF%h_qI{=; zE!Ype$F1;BdXL($U4mItUU=&ug7;ctbcG}SEK+~NI|yH`bVfSDoKE`ABY%R%RpY3g z#iz_9kCm%$o1)YfPk8~?x+B=}B0`cp`K*TJe>vi6QYi|>vU9c%+C0({95ORW zE1IhunoFD-1P(B@@H6I!oP;ygzX@BXZ*p7ud4>A+<+W&KHlo~M8USJrEPwqthlZW? zw?gqa@9S<}jx=e9n*=McKcx8V4oxm1x*LT&!uBWx5Axy@iimim;$l$f3`K^MS1)mp zPIYd&k;oLA^}cp6A$_ms$lU{|VJ9xc_smcBgj6&x?%=+vNJ?vU+3Y1WrliAMf@`HJ z9+x_;4{d>@0aZPbSAbRQ0X1g!ffpC&P1kn$n|GB~-o0%ryz1PgYNp9IhVYMWnu2-_*`+ftL zLyY_%{e6j5N~HM$kXON&cN@CnNw*NU3~RcpNVt0R$0&t=u7HtAiA1+S6SEi-j1%ef zrN1OmoH(qNrww4Hkb+O>&!uH-f~~t<{tlgbomOb+mmTlLfeBT4@cBhn(R94LqIpv{ zm@NmNN-O5XK8U^gC;|GI3<SjRp%i>=#H$<1k7 z0(@}RQOhceZ6cw+$D7wj{+SF z2C->w6(7P7>vQj5xz`Ux4#j_y)kMDuBc1&zsn;{3-2Spue@8jj0H1-X5gX2RdT)2i zAxAr&=zDjXk|-$~?9-w;r8OJq$=T_-eMTq*W-y`kfG2VC7j^RHhP;kvJm)&$^M4Jg zr3{~MzTV@kk)1U1Os2KUtLNn$m=>mnbF}i#oMM8W!ICtpEcp zPL?kKob3_jJ0b;D11z$q#Ar?+NqO^~9My|#uUjh|S7*wXVXN%7E$}<*4j@UYwL|X< zEywNEu-1KkR&ZH5B@46WYg+Lw!^JSp1D89UD5CWue2|)fdMG;&W?2&*Ga5%S+}x%# zceEThg#yuS;|kBs{iCRWsP{B2SylFGZ~sz4H6U&-<$N*gt?uj2<}U#JkNXJlzsMu! z|G+)uK%@u=R9Gftjjl3w%A!4a;I0M)I)ur{kIDbM1;)wQ`i%pr5rJ|76YsuX5BG%7 z2jlu*5QxYNVhjn4i}im{p6_`iLAm}v2#C5hIRe6#2p9SH;V$3pqScVy*lr*;)r5-b==SD=D5q4_13oOrYxQoR{NbS?>ye8 zE#E8er!7hmGE^}#R6wkptl{LLIgZ5;T?u>WE1jtlS03I-EEG!+DRLaT^CGfCPqhI~$PyD1s&TOewVJhTK}v>c zy|PI2m`twbe1K`xLaz$T5ai4d8RMkV@Nasl%)ENDfU5RUxpExRRMD))CLh&{UT^>I z8KW3)Z67hKg9I)!+@y%#q|u4Z5wLT_Fo3V3A`}-D2XKDr=`TU;cU_2(cnq- zs8D>!)A|jsQ#sk2glqm#m(YJf^%MS9TWS%KO1S0WUp>di*z zyv)L}S$53UCJwfy!Xbx-~+ zeFLyJr6Y&p_=8;-uiv{^xk;wYbB+I2%xd88AM@HERr$o8jnbETbGHt{%`dnG)#@{I zrAD_vL;!^3X9G#EZH|(SRx%l-z{A{pt^9a^uWZDRkB<44puXj_Se|9yC2smzB;rvz@&wN0-HHY*VQUGIHac8mQaW0iP=|y>+%E7fd2bYti zOZ?M!`mkQgXAi%I2{na6^7`W=GY2Jau+bI6Oo;b4vVMhri=XmD*#2F_f>GrJfZGODi`3<5^`W4C2AV|rsWB}_s~?F}HB(s_+Cr9x z`~X1iv?00IDfmJK#;Uj|9$pS(<}6QQyG=n}22ucY6Bc``u--@u{6G|NK)|(FJr(P6 zY#=42tt76i`NgL`-KJQ=oCMNLG!3|Y#BC5>z`Lt}Ig6`EE1?Rd4>lKDkz@ip{$h zEc4X!AROL1wI{BE97;m_Qv(81G|Q{s%TFR>Z%&Sfey$^P<{#_(2xA1){qX!?S^#)X zQJ!6e^S%!0vEh?m(`{?+lAgvbrMB~m?rh}fER0j%F-7`3|NC?@DW$k0oK;kFIz>?3Ko4fZ?vi(CW>uAoKSh29B^t1Q|GV zAF`zM2zv7;vr76)MC4)8DKV6GR0*N=13&t8^cXaUJb)ud){egkYp#Vk2TAax}4l<>O;i^L8?4R5Y2<4)9BQ4qA$n#N;m_8v(#szg zj=QB~G%~Os1I*MoGl1CFLdwH(#{~B&lfOYBYiCE^BEY1M(_pb}U67Y)R0Z-I zTQa5*Mvb(2;=Mx1tuu;-b`#0QwIY{M7PK;~Md>lmUA7B>7q6hRN-`e}0$)hbzrno| zq9v9=Xg5y`$#=uV7$eFLbkA>)Vu5 z*$LTpv>d$-tW0@5I|Lj?hE^Jm2v%N*@zjid2Ard6AQME+nizvk`wuJSX;4sdU?y}u zt}G1#I61hx=WGn2bTu*yw^RdBZ@_#oE)nD&*vTKrrjYG6lHt$C zEH2vN;J>FO*rH9S!>$wzJ&175>+MDH%5!;j#k0ZP!hoRHXH=%ru*x047vA{$&6y)y z)5UNTd^{HK$EOjC#eq0~;v=o}NUU@?DKzv8X?X5{{pxfN9Lnu-JBXMl1IDfs(Yedt#utW>#O0`r(v$T zhrA-AlBiCKZrRx#JYG_}V_Q-c(Y;a8nG8nHjyo5{r|hqCa-ZE}p3$hdeJ)N%gYNXE z7(ILJekq6D+lR;OpU?7t$bUY6o(7hK{(fgtJlp?Ym4kJEBjGBwk@iKN{}29up5}Nv zEc!b))cG>W{-B&(F()U3ZXw=}i?`EBuk3@dH=PG4&n5VYx)}|Or^NkCb}W#+&ZN^D z+!3_Malv(Xk^=pan{9ut`m_1!b~U4u{@|?nYR*7oH@%2nqUjeXZ}*pI(C509Z~g}g zSCAXPY#qse&aj+uk11?&A2=-s=V%zD7H$TS2zQyDMsj49f(-8H<=l)q1=~$IqRTg= zV=2Z_NJhN$2m8lnXk z9dd4KNdxT$k%YZEf{=ksOh6r>&EnD+i%8AS6x@7&K>UDnM<0Y>%xvHU4CG)CJT)A? zMXaP}IZMmLM6oG(-{L%Pqjv!%zUtS!R<+B#0Sm6w2&}4Ahh{lnG0HVGiSbA^=vuTF z3c<-9xh7-dnF|z)7eH!F8x%B6nrc2F!LWJF8EBeiY6)6HkU`pY5O;9{2(s$fhle?R z7dO6tw9-5#{FG@YD)hP8s=sO4E)u{D83P-Xtj#&hbl|XBN^}UQoF4LL(tGTDdUFeBB!y4<4&{L20e4&6~vLQInRdfQ-AdJlJnyh zmT0v(rOM=(z!$p#i||Oi8DvrhoI0diWS%mAhi^#f0}F-3PINrEJ=Y9gB>qlW!TMGwuh?G8yA{jTd_%x@u#Zw-WdR88%{V z?J(P(n*K;(DdTaxvGi2KD61vK`)~BmSLR9>fpIdQS>{vzMPvRSW?2vT=$TjL8-eWm z*L=L9@ySvB%0KT{p*UzY!!i>4pv=;LF!r0+U-=41o{h|E&2EnpEW_&${7Jo>7#^6t`W!*qxP z3?>eoOD%y3M0-i+PdZ3$1$?+8GZJKCgz8cft;7h`t7R+nqXla1nVii7k3%HGy=IW? zUhB)C9P6QC7u`t@s1cVm7;`Fr%N!D;;4oU^kQ#|YC$GHXMsF_zsVWTzb2I~(^Atp> zC2%)r2YbS+h_y;mj=A*MqZ+AEjy#kUM0BML>8{dJq*Bl|@tM{uD=uX4d}qGVPoW>* zZK|^zFf+-4rgmB~T?!naD3e6_9@3pCSZ}TpTnTyB_$v(!QW6Z#Au7s$){VOiw6#z~ z9NN|_F3L_F=-HCfgvlUn+BDMPB}Z5(-6a~5npS(7(kIk~vk+DxFqMn_i*@J^%=r05jMrEbb5f?y=sIlahmRrH|q_Kb&rIhBH7&fc>o?tF@b^r8S4 z%M#Myc!CxniU!it=8`OXK*LOFt>#OmiL_6!MwymPXf`hS5fk{e0@Gs}gl4Cbpk?Kc zF@_OLbwV)JZE9x)V0nyOmr#l|GD>Onj8d%eB{h+cJe)2?|g*V8Q%~sY#0T#Qu&39R-9v1A2J!lUT65aDDUo5pPesvAIt9K z9^T3`sa-lUeqrGBUMQ$vYE7?O5M;#Rq|+;JcKUa{BFn`=uX8uf9O!=S6QLZ_j|<~o%ODlAN4pWdj+|8pHA!{(PF}-we7? zg=n-Tfpt4r#DLxs*mRP9F?ioE(Yv76XWv@JYP9TrKKyX&3XIgi2U|iqC%rDnYM8;-;yAM!HmMA<}5JJSu@WV&m}Z;hMfJ+w66TZU|PPfW0|$NW9s^lh@y zc(Qlj8NvLHJ5^CCH)r7V!^Oq%(ckw@&SbuXj`$rg%ysRMtX9x)Ktl@}Z7(njL3QkC z9;W~lmfv+pI!wN5YDre1031MnP0z%u&cj1TT-+CvjyNyxP(Hmc#oLGCt|J~gH={vc z6puH(&Vv}z*9v>Z?Ie{(v|uspO~+!~>x}Qke~QsS4Elwb{524h`%zJd+re}sZp$x) z7?+P?Tzn}&jmPy%bi5h#Kz>|2l&Mtwd)n!V>rv*4un{sr2Gkv)26^~+4 z_PQ|C89bZf-(1(Bt?Rg;Ybn<#`;VPhM@N5Rwv)qE+V;O%+ib?Oov)f(@?7Uy)jFrI zs4wVT%j!r>fe@q z#1&DbKri|LIen!#xwnVTa6B1^X&>%vG{(A%M379#Z!j3~nz&TCxT5Tpr0?5VIXxhMM_9~UVo^0hlGkvMX@R3o zmuNSj--74HZZRcab7L@zZgE`3N& zE7(0%l>716))4FFI&^Iv`b|UI`-`2uHy_wrE-5kO`IAPrAXj-cS!V;foW{=n9UBe`))-a|2ZZa=&ZR8quel~&@IQqUgv8~q^{O<>N=BZKCG$LZTFqYUuCygP|l)mTGDSQooZDC zzMdC<+pSgqd!$m7x6H$N-O`Bl)HEHoyG)1Nq2VlA7QJzF(6SXBwAwJ;-T(aRXy<_Q zi50;?Jz2IJSH=a4Y?ppDNx!c1VZn>&ZL-}p$!a6#gy13V?_`Mc)bQfR^0lUXH&>=< zE7LA0)7iN;LqnOb{y2GkwEOpy^WBqG!9Z_+u1&jfILKFo0}DOU?{Sqj^mE>JfY+|A zM~b~KdB1on-ifn@>{{$>cTBjyfB5p_$NKQ;DZgJ67T;{fpL(zAH{h<9;M}xY3T%;GXF1V?gp`koKBsjc( z*gJnm`FmJ4GxKEIBDccUw5v~ve7=-Sn}y5^o1Erea?ZuZ5;N^MV;19#Ye+0MRQ`T< z_ua)Cw&fLZ#y*8-T6vBN&t&P}AE0j~$~-r1aV>;#8%F2j z)3>i)zT@a&m!;;ODmq)YB04MV+UQ4rHqy{>WRz{mxmCfrj;YIGvB}uxQuJ*phDB@D zb1^#E2#fFjJbrgfIA0+||5Vl*R^d<9=lGib<&Q;cjSKrEI-=O>aDtPZW(1vczOj_k zzeO;UvRynl)uy=>ZJ7ASPbWLaA9by@o9*naUXW*K7=H|Naeg}5djm&9`+yZ5Gyd|8eOQ&r zNyTrj>7OB?pVIpU8Je~X+dIJ4uCLmOHAL6sZ@c8~;OO*^^EdPK;mKYB$Hng=#h>~v z60o^0w=>P}3(#*ss@#tL$rh<2^i#b8UL(ndievjLNpYL6B(0{t^>>o|a++uBW&9Te z!^}jJ;n@=cF)){Y!vq*YFl1q4IAk?5VmC5oH#jpkF=S&fV>mZ9F*7q{V=-lBK0GjF zVPiOCH8Wy2GG;e8Gd3|~V=!YlH#RXdGh|~iWoDPy!vr1!I59Do`NISye>pNRK0XR_ zbaG{3Z3=kWHP>fQR%aT<@#jA85o19FJE)+DC>F$q1rP?M|nF-Buz zj8TIXHA>V~V~hojiAIgPNp>b>CS{Vz&dzSyW@kUF$xQNLlYP(szWMT-Yp&<^1@?vFn_=iPCQu~FD6f47jFgo)Shs;%!qe?VmK7HfLa93uA;Ir6^sz3GpTQ$^0@THlBM7&%R(?xgj7 z>1#yZum2nS(VP(Z;yY{l)0`CfKEav+G^a!!?XhMc%^7mKe|VvN)(@h8jXYSq=#Q-* zLVuR;Vj4~ruT8P74rTRE{UMG(bujJ3x z=g?mfZ~kd(a%rxTN8%{V6L0M@n;Ff_b@CV-i{r%G-P>mJnW+=6y8hlSpt&jDnTOVl zr+JG!0ViUie|T3@Y-SQOZcgd5nRJ_lBvDGqG-xcp4?W~zXbDumF z%f7}nrPW)_fN#WVOCf1YD?A^AM{F8LbXz?<|H_&Cj5 z_%`0bcUfITzK`$WL;8DMt48F-WZhSFpVU22_qW!}EFtUeq`Q#rHVLdgz@@m1J{ff% zNWmVgK0(%}z8C6~o{D{#sU)Y7ACmRy)+f3@{c^HCt@>>0lbC^7%&fqbH2O^GHzj1f zS67h>e^Kw%A}q!dW>%9YV=0!=-{jNuZdpSPVFPT4jj%B@`u16e>*J{sX$=HpVz2xqg ze}X-*C-!1Sufsl?9jMnt|04Zu_4@2V{Y;(T&undw3IWW=5~D-jjOQ z>3vm&+n70sukgt&>0iNWJj|-*qj(%o;3+)KjPBvJc$QDoC-F_x_v~Tvb*#f%cpLSN zpeGsqS-PL!!v}n(p7f598={_*^$e`1e_7obj+6D&swYxCVYbCMW@^YCunQ)kp4s#} zJ%RcrIz=CkdNS10U?QuplJzWc3-yhE8}-eu*Xj=Hdq>~V`o_^WroQ9!|1Y|?G{0;` z?gg5`s3*Ei9LDNJvYycNJeJF+^+SDI>61PH2Vy!7!okewJ}?A}aVTb>o*Q+S(ET9` zhha7jXI1x&5}b^sScX%W(Ytplmg6+keKnPttK>eIhNE#T<}-5*^(1)%>m*c~5S+DU zrrVCBXSVq`6{ll4>X~f@&csTlqicn#md zTX-AwM05xB6!(Bnh!FoX{;wL&f*}bl`g`zQEZGydY;j;^N#OERfh%hRf7dJxTvr~r z;Xn2XO(e8&MbPYcU`qO}E@Re1~kZoPk-GMU5jc7f0b}9E%gM z5R0$`OL2<$KXr2M|BV{o8B(=Hs_$;P&A+qP}n$sO#*wyjOFNjA1Owr$(Sd7k%tKTg&6{+O$#>gt)A zs_ChozPjIz&|}ikgMNZGf)x(}9Biyyf`V{v?yeRl4shOUhX#7JaRG7XblqatVg&Sml+Z8Vswybyb|Xk^3n@F-)ufEgC( z&zmPwdMml974+ftAxNkG&dC$pTkYBF>ER1_{(8Uy@RZi*?Q`O;9=;BNgNHo>V}O^> zFoo1X={g_y)};B|y{%4FeL2lbVO9Jc)bmE%L!^_Z_c?+K_&%Pz{OJVv8@QbAsc{?- z^G^8LzrB5-Ix~7S=AHhiteIL$$+CR05#3$9$w;oW$kz6x`1!=#H4VYBh~td)Ou89n zPNYa>$IKyL18#5G&zS&PmJ)FinU$|7L<5B7-7l21)IgsxyCjc{gyVwr;RaaFzJJvG zP2@ls4~T)+j6k!Pl)V_#*@0P63$eF|+Dz&pF0E6FAEUH@mFZl#)SdU#qb_qZS2^-7ADUntv^~9|t;IZ*LgGVuKXP_9&wlI{ z;1*knqiev@F%cJk%x+=2`!zd0-fZ={c z$9){7>h1jug*zv7lk&F4NWy!qc^7S6uV8-vsAUl$?h6=j2BglXKZ2*)Aj+0*j>9#~ z2*j>%S6{_+x*$$Am>LeN!FTkRAX{v>ttKMx!-;#Ig;?}Vz?F~GHfgBdUAP6p*lg#s z)#?~hw@1n*B10ZRIL2#?;gz2=iEyKiAdZp$E#UaEDN3z@aVdw&_wBh7)ecAEtr13g zrRh|4_75QG`5o0&?WElFdRmZvwlBtOqqJ2|;9W`Ys8^9N#w;QkeA(2DiOxWYi)3@r)0O#Wh-oRyT4{1*>SINeYxS2oyI2eO zXikaBsQ!_Y{!x+#(@!tf62l1Ap~8z1&dSa5BN{+~rsz-bSVS4jD`VCa-4=$(z@Uv* zaz`U+=cRROnuhAoDM24b@-FN9^ZY6YlYBPbz088bo{R{CCXR#T)@lXe1nr;9nn>3^ zgs5U(PKkf!QsfhfhT8~~WMa9epy>Lue_rKi^GYWSH#uG@Yby+lJm8vj{-yN>%d%HG zJ*ojtX}q*->;KH?1{ryp#KD&;bYnP;k_R}jcPJ+=tij9-oUVm2abRK*Ca@uOC+U|O z;6WytFQx_uSpgvq*T7psGdR7^-Q7t9N~S*e?k?6K%%0x}_5^sm=N;HsptS_A^X`@* z&^xh&ZCj7s@lmwu8js;zPQoEDp#rIQG@vv)xQjB}V3cQz*)riQKA8{0t(l!@NCsJg*dKUpIwF;a@M- z`}uh}?v^ciUfNzMDVWmZ z?d%f&7}t2{kvO+#$JJeC-Smx>a>#%PNKg+mQD~n7*!rEh`BjFb>|HcIg+5bHr6rvk zX>!*$xLEqIdN{IJ`U-?bBuvvN3_aY zdXcjjH&HmR^}7R8y+-a^RNe5(rWm{S{``;)+^yDs1KN975M!kG+}o?qH<17WGQ1ya z0c}IZ1?ruX#?C)Xgt5n(2E^z>ojLq`p;2rK-7{|D1gBM7%cm*y=PBB<@pq0n{nv}$ zF?83G?wTBMTPUr)3?v{^G5Kdgn|BK~tmdA$HaP%^W8Le2y1nh|7%}`G^LbqR5(4=$ zOeMufg0kmb!Y`1FzlEIW7My^kp#as1%Qug|o_$jReRk9v2BDh-;bB(n?ro`c%OYLF zbxa3!@p9@&qA-NPGa@D8BYpHYY+aF;`_o0|#bs7M*`B*k=`e=Trxa8;r0imkmX7Si0``cN}`ZNFwI_A+7;L$?)b}Q?TWg z@fwl7pBFDy^4`;*7M5Nkea_MF@)Sa-)RswKv~D3`%^;9^iW#~LuApT5kW}8>=aK}6 zKcPmL!q8DrY04!PBVZU}JpB=_|Fa=yz8;~j(u>EVunsg*}& zC(?I33@S^QU;p8AKOl=;*!Ois^xqavaD*}3*~>0dIbm^10dr3p`8Me-{4)D}yq+M} zp~!%ROSq_h75y>iBszoK$#l;6bDbdDFvTGNH-!i@NVDGY+ekGlUR6?bYJ$s6?=$5- z8Ih%biPKu_J(Q(Hs!dM+^O+h6(TO>%3Lx-I)R@&&@~;8dN^k|a2tZCxyJWY(rVW@* zf7owIAa-z}`3zQb_5Nvnsf+8FB~PqO8C9^lOaG)@_N5A&^A~GVHz0z4|4(!s(Ug&m zC>BgmM_YZ+M2kDveN!IH3mi1dpaU;-ATpAnZBi~#G!DHYAPJ!U&HhLga-fmYQBvaP z^H8G<&MpVM=Xr0t>rl`~hV@ro&>m`v7zCmYPh`r3j0Gw?Q0eD}9kf1t*m@){w$BwL z+MdB|8>&r}f=C?4{CEe=Y}~>XqB|b4JJh#s*Nz#3892-_9C}9AW!C1*c7L?(_5=U( zaHHikwXz+)t?)=vTGDY;16sgPVFkA+pkHdi@HGyMHMOSm{R2EJgLQpC(k?WYmEVx+ z^KTs4C6?kHFOs#b)*6T2Eatj@*Ec0c4`W43v?`|@4b&d0f!#VT5QWHrhyB!KG$cd zys`jJ(NbViNXF9Ji|mSR*jCb7!Zzk4Iqqd)1iSCr@=ZlrQC@V*2=TB;LuE1-i$-3E zWi`;B)JS$52(O2%2~fBRBm*6JIp}AxTZ0{hpB$MI?VHr{(Q-e&gd=V?6|Srkiir2r;oL zVm-`+!&eFUr};?f9RBMk2Pi%woUtA{+uN)gl~=sqe4a*Al@XPWseV$GM1K1FVEOjRc#DZ$0yQq!7sP z{;t+FY&nz$??|F{!UZF{t1v44X#5f+QHgh?V4>m|@MNP&sH=o6=jW96!M&TrgQI~X z{&RJGvjcPxT;yCYq{r(b&{s%?girt98)Ns1)=kR< zV*;;?&g>#olf~R70$g?pvIO(0KZG;F?nNQb(6`n>4|=Rlu``68`NfImS>d^Rs)EvA z914pF?pbPY|ayNZ_{f0O7ct zn;#X&;kEep83{{p_zn6G((?eG3}sGf0a0gL(c&ROT>LC7S>I%1#6HDS_+bkP?l%9X zM(yTKt2KqZpF}y?(60f9Qku?8Ro}1z)J{HD3$E5&SEXV-3R=0!1QkFrtaV0aTqSm@ za`_}GqjjE8Xu2`{2`OqQdJ=w4d?!bN{Yb(@bzX2wgAfrRVOrb5tZG^WoT;7;@p7vp zK%p$uKpy5|=wHM$!wZqFJa~!TBpth}l3E2Xa{4`p0+}XGbz^d)cW*P(nvP8+Z-^9l z$w26WIuwm;sT^9mb1|Uv503%$UXtd8u9taCkrXKg;xJctxId(|FYM_yb?Gl6%u7D~ z`V?Ebnq3}BP2+3xr(m9sSu&YFeo4g~!@?^?uU3f}yhD&Xyaxq?_iD?1mCqeG_OFp< zgQw|v3%MDz0@`p3sicw;zUDJ1$(FNzELWJAiy5Q4nj|hR=@#G*i&Ke{1@hm8c)T~a zc{3JmUCxmTP%4@6_5@Ze=!7JDws&>-JW>uF>;q8FD`9lRNIP_i!D)nPD7x5m4W`e# zM#_g}Jz~abS-CL%%G|@bn6);8Dhq{SPi4C_el5lO=Sok<0vQdnQicDFK$g!c{|SH+&zt}%OLvH zCA2&3y5J2Y0(n* zCp<}&^uz)Vr1m$d?Dn&7I|yJb)D+H+b}l=A>3genvwb#twW|^*>lxQr^zi2^H=kvD zR+*oRU1_7ZR&5@Icg-&!4*m4gU%TaD#Frl4GF#K~&uCpjZxC{{Z4Y5FJ|P03JBv%k1!7bhc;t}L~q zd3v&)6n_rjQzX2@WhdVw7_Q|fhx0S%38cf>gkcX(>5C1=odUtXGL=@Ah7*#b&kf%fMV zx_`a5aH%T+voQ~($E!jFCK!4BUZDMAmTh}w3y;B+#iPB5qrJ7-d**3 zP@AFpCz$g7kek37PiEyxrHZ$wQki7PROh|`BMS3j_~<%kO|D;c!D(mno9H~^W;4>P zF2DhHuU@Ph(2^U60AV;AJIcFWUan8O<+03hI4*of;rq*Io`RxjnkKd)K*7Py|B`K^ z^(3&%;XXNg?#IcX(J7Cw9LU-x#LhaUBFe@AQlY}9hQ8akVqzS*(S2%NqS`GjM>j)o zOt)v4`kF<|vdcza;l9clKW4D!a>t%$6d-CUbdQs0q{M;TT8+TGr}Lz#3*2k) zbLNzpqc=uI>jpV0nmnVU&OKeW7`USa#V*gd(l;mDn}jRE%&l8wvTKp($Qli*8TFLR-5%z8@_mA|fZfV{wrPSyHc zDQb$o4aGg})B7XFA5A{NHy9x>TJ0&)rugTMbUb3vKscLwSq7d&EjmsE z#=t}~nq_9td)(G>&tCC%l@eS}gk&h`@KM@YG4Q2o)rDpl{f%wf#(y^(1go3=K^DYinsW=tu}65 zoxKHl8%|%u*FX}e2rpFj@OuE%r}eOkkw&{K?SywKeyOFZDiUa18fOl8GE#Ai%yWvP zqjgNz+@Vc!Su+@4Do(B_K6E*)LE?ewDZUNi^>Upa@#zZaAtdP%u%^=K$}1>brKDb~ zuT)yV<+OE241HU?;Ofgrg?6k>2Skkj=du(oqyECq>2MjFii1V=v&iETZ)_bSgxSBg=H95f?YY7|6#T;7xUXRYn=M-A1iQ4|cU;PGsP8DZ@vv4&3|1{A5 z%$!VZ;aFMO(|0{UDZrVzIMcJg!0-SK|6wx%unVXWnr!MJ-g5zIT)Om^x}Zz#Z$TrD zY=KEaSHgPZS`@r6$$5Lhv)e_je|KjsKmM?P&C%Y_DyzzTRbL71bO8I?Mw&pk&gZQZ zD;@vc#pT(N$)OA+k%G1Z|9Pt2c9U#EZk%QIp z;?pxOWI?`}PBGv=ijuk<=U{kucG=#-Eb@fII5S_@sObanM7nT-x9!jP{;79P+JCE7XXO(qv{kNedNTV?8wY_!;?=J9LvU+e( z*?Y#~(knqsO%x@DOel7~HcSN%FD0~;S9*%p?5}m8f7pQ`hrkH!ILX{r@Wlojn|Vw@ zU7@fnxcP+bfF#a9VGw}OGaZLESnK6ip0El9-JYDUVC7s=&BIdMjmjpDJU7U!y_1MKfX@V zlgYrgp4mx-$p_JDfFviDlWDoUj_-0H6Lxz3q_XSA`=iuzN;gs|uH7qv$Z=>y{&GZq ziBZfjHg(|3FK6hFFcQ7tkGfHt zHz=+LpX+z~m9k6TiD<5_Wj!4SNd<4;$dFMa#eL)mN-evav z%xludiEMt~)U71Nc7v>O65U?v&QN}1^3}8K;M4`hIb%-L!a$S2SzFit_^6t!yz?{e z-Vw=5&Id+K)QXnFnu?4KDu257zJS>z`LGqT$LNOalGiJnT^ zZ1NGnfYc>AK_hxow7P6#JU^-6J=gJ>dVdZ3QjEP_aWvV{v3;rI0lVnqKH3nK zcDHp@EwzQm&2>HSRZyU^{u&!>bnL`dPP4%~29rN7Q|=x6pMS?=8`fb?<_Vb>{z!;P z8VhjEYvXt+T${zFVRN)vpJ?*{> zJq1m|im~?4|4NurCU5iiA-#V6f@@y-Ri}=Vz3eaV#+K0pW!ELI2q^-8YLc#IV}v4Z zD@pz`O1V{Hz>>R>IUb^V8tk*}59Q$>DQ*B{iZ++LVr(V;a>XPik0Q2qy~-?4FA+jPw;Wc(&em|_SogsZ5UsHHSuekXKoG*5xco;yBL&Fza5*nU=?qC zTaAlood%i}so-DBj=PlCbDP+QF+y0L>_=SCrLt`5J8o@=%xw7>5l6lCfhi2%Wes-*J@Y-vU>#-TxGvuo&*1>$tl50*O>8zI~oA9pyBICu7| z3R*kPN5uw#bIsjqS{2Il%PtbKSrXufl0Vw1OEjV`xo6;%?-0HDPN|s#HoM1;MH`rx zW!EGqSS;)ptB9ak+a&@gEL`LvRZjp5y{oai0}V4>h`3K?yN9bjb>!ibv)Rwx-j;d( z;jSuIeOrU;G#JJ zvJ-31JVDT+9{_IDH9E;znYvW{B?Q7l9MbsH7YWsRA9CEdOEoM#BLtVFw9)Yt9TsUJ zc_nhunZvCg&egq>x}#r7h*AC4N27TM>uf^TG^;V+(swvsY0h-JNdx_=)8C9+Mkm&p zwH$#L20n)LXQ(m<1zdbAsDkHCDw-8k*MxHJX*2X3U96XNk{X27 zG*EAnbD40csY60HO9#*8)=R?zr2d|Ja754)-`^&I$PYHjEBC$Sv(5mTovy!SzVv-_ zkdjsZLRm=eLMviu!p{x;Oxj$5`Mqi88LE-zzhY9xwqFHX^0}l~XiiAc>KD&BIqzzt zuhDfBRrp{zZLREgKg!(Ip`T89Va9lrJhHMa;??RcwU_A?I3~$wLI%j=205VlMfC^h=`RA#FkO=n z<}wCBcbOg|rQxNQUqxj5UxJe9yd8tT3hym4++r{q9K-Y%iI~*xa>ton57-7OTo+Z> z;M}Mbe0?EI5zR!dObz*OV`<453SZ^-&KZ=ncA+^keZZW-!&;L#?exg^=S_9n0h@b$xlAHSx4MCo;WJ6iPUjj(Z4w2`0}nA;pr!b+9=f z;0eM->FV58M*n?LPJ-}75lD z{94O?#fIfkEznJm1x-#M>i91=(wwqh z=>~IR;^lO|S=$G0rE!SBkS}*p=~JtoZY*k2?PalO4#w-n+RE6FsEyl?aRQ0iCh2!hyx(x|OlaB5hUgTgC)y$AMK(uW3;Z952oO9z-sdoU?k=LQ zdq`>#@^iT_q4O8}XHQzICI;X3OBC#x-QUA;+43ch!7qLtpSl<$iRnMye{+@3cQ=Ih z&&e57+5#Nq6PJ94&urPbxs6SF1pB3vQwm}r1$=V1*%9aoY54ES|CGXKqVZYq7s3uy z%OUQQIOMs0hzYXT)#rMUrQ-K*EE33YrU{y~Q1hv=uYGIk-bixu+KQ3YOo(|l29FK5Cy;2c*=`LQ-0j1ZrO z_kRDb8nuwgfG$rl`}1MMI#1dVU7$5$-*8daJ6UWIE&(<}!>7Ntp?lrT-coOl)z=oy zrz9&ZY@3iesAHsUlR{blKfl zwG6DNn8OWc>)NyiDc;i#InZ_NWTd#jnBTZT`&%FiK7poytU{h!9~pU7VY5am1e-gD zAQR&w)3qOM@n0y_d`;1qB&3&twuu`vhfv4Pj57`gcofci!#a>xWu_OLy%)UkcKov2 z-sI(}cG$#a=>I`OlpKoiNBW<9%Puh#ZwWD)Vc^@qH%MLA=hFX{E^sBHlDF)@flnfn zsx|5gOilw&M$4(qivNo(8_WMqEx1{^Tb^;juaQVgE#JH@(~gaRd!t=2gTDV|O?prw zC}j&hEw~IKiR+8rG2l5j7k&6)ejZj`vf)$=c{~h zTZ1A)CcQ6_WYlByc$mYB@A*7&Ld^yha|+*~{kZsxX!W8P1zHG#5UiA>gye`f0U_m6 z*a9UncpyQHAR}DW+PLvf6^c;|h5`W%xGf=X{Fx9#MO#u}(C-smtsZt_heOOXgb|J( zE)5A-M1*AX6w9$o&TGpOI!A}Ziv=U8OpgoGn^eqDsSwg$S-GqF6hsBu;jW0mwC`m2 zRLo#-6_{h+=nsLWOxfm0%@@7-RGcQ`?m)wG>;yp-7HKV@onRXOJ@~1I%DEH)(6Jzm zR=p;MW1t-jvXi3;W8EikpEF?7|HxIvR)ss}*dqZYzFR8;VX?+y zMGQhrGBKB^#(HO80nHU);0c#E<*dB zsC9u5&qz)i<6~4t{T1%1`1}dBS)>K6Zj8M+bAnS?5b>`-WPesk90mb(3r>ZYf;NW5 zuCd>R1XCE7uln=4sH&sws| z#|r<#b!a$kPLRSALJ!7EriD;i;9 z^(DI?*o_1WX{^mGS*+1N@es*QVY#32L+mrD+(YclD6#w*B~l4!P2w;%@^*c*<)#ZS zsFT?vy|T)xD3fd1fHfxhN|bDParGtI!M~^qbPUeHZo~Ntve-a|2-Lz5tLPy?wm0Q< z=}Jw1hEpAn-&x3z5$7J}P-mdBl&k~A9&_?$llXsh6MtJ1{DO*U>_yEpc1R96QWbR& zIoqSIg38LS-v8Mvh_4|KqN(3#G>IAX=kBp)C@VpBsh_}tA3$>`4^Tfqi3+!*QO1~L zx{Wxjz=X|VkKvG1j!dx7h!i0d)bTwH^wB@-7JE{@O zHpXa&81t`>tATgh2xy%Z8X zXEoG7GxrOB!WI?VfIF+jQIFBLd%)`^7uUC+$LHx;7d+z)2|P_b`s}PyP61^xB@aQo z@RY&bu3YEpbU|PUc1cVJ(b)=<#MyI?zR~v1DIFG)u!*%h_CW7`G@b6*C?5qk&5v-A z-;ig5zrf7WddxuA7-;2K*dI}&U;-AweBuXz<~+`3d_?WvVmS8u`W_=E-U}OLH!Al5 z|KK7<{Uc-y?HB%eLmr8?*kAiR=c}4tqiQVeg!cp8S*h`ZBK7k!VxAgQ603Z*=wY}7 zmRWc!59hO}WvSlm351}3Nn9T)A0M%hWuIYI0%@4n9u_xiXXM0%3_;_dTi7Ja*ei2@ z+&V^n3a&}M`hlDq#hb_ZHlea-7PgA)dh3-amw$h2wkyYs;wvw3>hMICzNK0*&8GEB zfHqkHw6G|5)%hIF^N&%bnh0!3#8Mm`}~5W<1ALLplCzje`%E z3xGcUVz(+K^(yZYV07W-JDZyXCko(q!d3nuVQ`*?Av{%7Ls^`5LWiOM+(M}U1W+R` z8K`TKc1ADA26KYoabi784kh=omYh5U$i^JpwGIhN9*qF9aYn-a&*N8HtSUVtLap@= zPzM5&?>3eT9K3`Ae!R9GL#J$RkyjrRm5w2E7_S1MzMvn*lU@xsg7f==sNNNE$8z*6 zzw&dt3oU7%?duSbPKCPkxXOV7Nkp{Q7< zH;(Ft9S>c?n2wf)8yar8)odo8oy0e!pW<}wX5wf;<9OhjT;vSqn@v&xe67j9Pm}Hr zc~g<^y}wmTm$65mD9n-@uT67iJlTplxxJbXO}5S=xdypcC=syoPUEYeeWqT4E5oCf z{WzN1)4$N6GRR`dX1L_b+em4G#AYn$YinN;fBdx|B8} zZ)NJ8{RF3OuI9^xi()JTP)l1et^|14hHA;v`U*Qd8+wYq{#`3v|DCbAFUuzRbg{_S z@Z5Ib_t#w*|LRWi`_-%XDi8KxFx&J}&D88wuDZ#U`#JHUYnT1GTk)P`ozC_YX)5%` zo<9>SH@?e!_-OG;HA#$t(N8et0K15e#b1KZQRJHG&Yg7^mCltFs2V(QU)~cPl+p5* z#wGniVQmau@G&xdjt(D<`rqw#nvm20i3R> zwqf89Uu;^y)8s)4SWGSL_-YQDDth!8o=&BR*!~HLR*Ok;=fD zrh_HCKgj8Gy>7&BLG%4Az3bxo;;Y3aJlhpyXnMjXT=DP(47O%qI_kG`@7A%vJ_UG& zg@KR9K$pI3M5{eklo_nZrjsoz(XJzsT_^6&L|&sz{;6ib6e$ig+u7r91)p-4#RlTl z%J?#S7Bjr!TQICfc|PdrlQ`+;M6f)ZFJgM?p2-@ayNtfQ{MPrtGl@2+~>tb z?n8{6KTNs6=g|ug-(^NuJM(lT6R!Me+rjRo;{Z^30#MfUY^&~58u48Q&zkp}E>3=V zkJ_sl`W)`~h1`K(1H_OvAH2oP()CH9@>bWY_HDv#$kg`;yo$d`8DK|2JwsFqN*cWE z;S#P69^P~`dey~+#>XyL@ux9znYSI#+OY87>CS-MT=DY8XV{AsAw|;_vt|fl@gR%2 z>(!+Dw^E0viuKc~KziamRn>0@s{Q5O2#n8ySeM*AUy=6Vq4v#MT6;#Xme9weU8Oxl zSd#5W0qhfX1s~#D=beYjL8|U+u$!?;C#-Nk2bGUKE~Dp_jP{;$xNwKC zY8k)pAK$Bz^%A9iDG6po;b+;QE=yWq$pCLWjEdQW<=KI!@$m$VUZl~e#jZ&_%Z~Lt zR5@5~Q{1&xpJQ`QHt(tMpAhfVR0bzfkHh!=sO8sHNMH$vRi6uO`Pl1$XTR>cL-8}n zhH_x;|7DV7;1}@1t%)2kU_#UiI7{SLQAtG4rJF^gE(LXM%ZPL-@<>rFHJ> zl0;W0(-HWGAXoMiB$vb9$Y9Kq2A5WmoRtnjK{R-7Fw8&fkS3Ux2s4c2*+mNi9lMXa z|8CR3sOIJ5*?j4h^;mF(`C#@tzyJeBrp(61|7qV~W2PVS@D@y4j5(0dnsVUkZO28x z{?rTw1s|{#O$;{S=nn1GwrJXBeWr6b*;TAwA~ZIL6;qU{BYG%z zkdWv-s*DfNWO2toj;mf<-IFU$p}HWzMZgyNgcCqam=iPp19_qRSumz8%aFwjageQI zv)aiZ9_&lxCqH7((W>KzJW!-vIBMruIS)AhI)@kimHLP4#ySyCiNZD!KLnc~b>Nko ziA)yyg*Ju_R;UQrFdNS==PZwFsv+><{kVJF0=P}%eKz@li$QL%G4b->A*7$3mL6j*SV$3x1oTNC_moXca9Ky~ zykZ1Q;#=`9zuQmk)@Sb1-&Ksely!8v>#aHNu4V4aA3Lv3xRklI+8=Sx^XPLX=SUEH z$V|DnOnvIYwF4W4_7}lCs~O;MvTVbdQzl=7E=YIO>4^D+ez{;|li-u`BGzTZDd$;N zvc_eh3ny`W>IhIf`RXy(y+XgSw?#laXr|n`ra!g6+BOPJML?GRg@7PL-{w|Y=tKLc zYk?=GNjHADwTUfefPcySUuZ=F`=2A$Kd7w(fgoxeM?rvU(^2n-?IjJ?g#xuG@q68Q zH`#ZIg>{7+^923RPg@Wsp87XE8=s}*V5Eq!0!3(J7vTmPz#>pzSu z^Z!60%-3k&3lbR5jBSs_m6qr_QytQOyp;h&VTYo&-DGojj5lrRD^%b=Kz~vCjT`nqZNvd}gPW8n9b+;Zx+WT?8 zn4R6SOr(#e4kCbS1%4kXOF#%xjn2SI+A8Oq_CE7+UkmUwHrvq+Q}Vmz9>N*ttxmZ@ ze&xOX2UnD0%2TI-g{pC?*d3t3+(v`f;U60oYb=xZk=PM#h?AuRm1>(@tbDQ>hkUA# z%>bJkD^~D|e7fS6!OcXbVw#zcAvW)6WSiqpsp18UKkU#;;#kA^2>9Po+nlU=J{wJ_ zK4c7mb$*tn!*F|gxw+$hpcp9-l z&EhU4b}~+<64|RbC64sLeDZ=^vd(Rf9Mq~(vBZ|uTUlF}!Paut?QY~5FD1Oo#;@g* zy^F-pXo5KbeO(L@rq)L45ExgRP$>HZIXw20$Y}d2&k!#z$=RRd4AeVguJCXmI%^rh zu!~M-AaFL*t>qAF&JKwn;RkD^proTs5+Ul*oB=cF%kJ?vI2zggE;y0n_-Smb`|Y_t z{0*gyNTiQ+(f0WJq#sJdkqHF^sXVC(gPH$dPWoI1!F{><)22+VmUH4<36 zs=fg2TjJ=E4mrU|a`xbefzb@j&UzbD+-9h`b;9f7rtp0JlI1L6n4B=`{*>0{-x3w8-H(eo3 zp4T~>?TQvuN;aBg$TLw7yPpYBiL#ux5wsX>zRb{cu~MK(Js1=6vIi2>Bymk!M7@Ml z9RaA~_A-C}tJAEcc9d1(fdT;6O$lGIm$%cMt?C%YpD9X~Zf}H4L`FSAv zmTRcIN3UABI>TERtqfc*qz=2DG{Yl3`jE&bGfRoe749*6=h8Fw8BD z*cD9-5HnqGN4R%IVI9zuCX*^hE;_&%eiR!+YI~~1sI1&3$^zwF-KooP6}vreEQz+7 zAL`ah$>1qDgc{T0Fy$Qc9)wVN7z))34~IW@-}LD4QPvKwgRKSBkQL)YifqEHX#!J{ z6A5)|TDIMfWkoY_KAFHOWBvws-Dy8H4u?csv=4a}8}1vo%c{cO>0zt3wlZLP%z(^# z&L(O&lc>xFisdUAW`5iK*kn6upC_lhDg1WZC}VJSCTn|=L9Q5H%pi-<_I;fB$G>r* z&)1&tTeZ{b@BYxxbit3et4%ugjFvx{P_X#cpNw}?g=a*#8%fBm1Wp^r>IMRwBbNbl zm#L4`JDT8e75w###F{aKE@FT%IYPdVSnrG64?HkYPy(iNFi|ioZnzBWb=Zg`gF-~m ziMMz0b1-H(m(v+z(ore`^S_iEm?$*HQ?2X~EgHg<=jjmV0ugcTcwma38>m6t2+>jB z$Y+NGN&kOAn3I*6n3?#$Z7ux#OzJ+)7EDU%al+u}>5^LDBmnFGs{^NI$kcCeB7{Bj z{8H>qz~kEvE?6Dfr?2(PV8&IR~_G7Lc$qB$FborT=Z`(_NG?ik*8G>n1EK|vxm8x`FS|; z3WQbnv1ua*X#8jV7|3ZlhatP4g}{-wH+(gSTbk86pM?ylo}ayJBIq)sI!Ek_TZ`Wn z;o7(xkdI4}JC^VfsWK56C17JIObH2C>20{1^RelRc~&)+)IjyuvS*w-sK80Gtfv2k zwNnX6=uo}+Vv1ADXNS}4%Vo$s%2MhLKndA1)bxe+-wfSWzVvczFlrnQmZ}Hc1glfP z2{JdK3LHz>{BVJg-FL&*;zdomX+$SgWA`#O8LWu`AqZwAy`W|Yg|wR$tKY$Tk$rL= z_C6(!RZx|^5vC>N&&ASDWW$lYsmlw}Ze;*7jk+!(E;A;NVpv0o5E4`zg>z>H@FF!p zMK2)GEvKj8pSZ)c0;NH8P!nGC*>JQt23d;h>p7(vhS3smx#=*a2jnlUuPU^_=yNf& zOi6O-XPu3WL-tByDuM{xVmf5$&0|K)Q!EiDsV6zSU$P=YQC%s(k?2lHjZ1v|Ni;E0 z;74s$sP~xBX;Y=gr7beN6R9}>o@nt@_Zd_jCCfAJaj@)Z-vRm9kOyrl`>474I=;EF z{uWsn`l!aFa!d*R+x7lrNn?gi2T9X>iVHlz}A%nl8ZSY~P!U1u$Q z5;2JARU}T~O&V&JJ7RO*H-Kg+8W8)~|3WDHx*>`-`17n8JqLQgCL$Qq9<}`=IbN6Yv@~vz1W^ znzO~EdOs5uAvUA$1NRdWWeN&zh!9a! zR@m9NgKAHY4(Uvw? z1pFt*IydU^H#xmNfuJ_I=4wX?y2g2v4r(!>X4vhuf~w~kjSG&EJ{)4k(Xo@OFKpO% zJf&oKh5rfGI}ZksB_`$LNT)9tQDfw*Fe{ZhV4wK32xFjq_+j)W{`6sah%EFWRpLTe zRo&hdo>pkH$CjNQb;7m8uPoK%Lcn}=w<&N@6n;!$VzPGL9wvPkz_UcuW`dP1P#w*|CpO;rZG56K}_+Ut5*Sbu3Fq@X;9E;K2?qDm0mNi z6p|jM-A~i*sz~i!gEnb@17&WcD`Qx+S7=5Uq9x-QZbhIOuxAyG@Lv<;}#7?cHlrGK0x%=9*26-@B=NjZ%`f6*BZ{ z5A`y5^rwN(AmJajmAHP|agHS&7Q&g4o8T5aMGrYVVeYjPr0a_!Y8-{FO2U!pFk zlxFY&e~hm0&>kd*J3MDv#C2w{9I`LuKV5~1FeX0f+ZBl9kO6s6F-2Dc(K_XVb;lK= zi)-YgM`)1Y(63p-jcK(8SGe1?1xy6|x49Waa5liQayc*cT}&tohr4+T*%m%5M{RwE z$ESy9R!cAHEG(Es=n+e7v>v+t0J>yckAVs2B68OTc2o)BtG7T2_hD4pLCBDa?v?5` zJY+UJfkc4rp3OP+B?GAbE{9yk=%^^VeodnXtS+E1CknCH$)@Raf`Lvw> zvbzCHgR^_pQqiJ{DUa)x9-OeQ%|FHN z>VmG{mASmfdHQ_$o1g^+`AvVFv)AQtkhy$zh4AN4Q#zWwFu}sC=PB@9E!t)Ik~54R zs?eneM`vW7x<cQFp1p|M_Q%9NoX2>-gj#fZD6IOU z>UHM==n9SFy~}S#_;q=$9F`Wn9+^=)=eq;|!=Hkw)r<(^-~kucGsmD0v4WxK**8s) zajSetrdTi02OwSNaTaM2D%9p0+!|4a1e zX8oUfa|^5;co--cCwF>bA2>xzvpskdC^#oK`+p19NsizH|3d};x6B;i3{Lr9it|4d zI6E6x`lJiE0OaEDGck{JWLI!$K>D*azQlC*^UAqLap8K?M>$)eK>bCK&WH-oLRPwT zE)p8=(b`VB-jEQ$j|Ttd*%-Qw_H|8;3gNfniCxVqEIrreIgM+qKfHfX9Gl7Vt24@R4q8A3ZK467~=Kcd7zg)%JV?=c83CU4pF{TlIqZ!B zUnTvw|&FCdN?Z!I~FmciGP;5canNWzxh>0=QlkK{~?LM2m{rz2sS0AQR zw6hEizrANyIy~JhkFu__xbL%B3(8jkTG1t^FUz(Dh94stmWJN`TdAkgo0;BszUS9p z^eUX8*^2e>RvyL(ospxlzcBr~NuF{^O#MtnMP4^ zWkIWBndE~^xdN4hAnOLXVlsJoC>Q$_Hc1*;)sn*_8cfJ}&Z7R`ad2L90c1pyNjWJc zYBYB#3sZFNO~vEC1w3f(4(G!GdiiRW(hF+f-85kqbFJCDW-QVpgHNQy2a`x)JhC*i z@e{>1)uF2t36+P5Q*6y@#G2y^YTDe^?KI6Iq`)IowxLz9avAv%DQQ+p&1!NG>0A+p zluGWV(@nl~64i_x3fZLVsd#D(83p$y)a6Wugo&a%xvRrZi-%?wdrD3KCAIa@Qc)3h zEtO02{7O{P0wtwFF018J@({MPv@6<=W2t1bEWX=EHWNdnAZZHn8r33MavS@-B5!RQ z_p43o#k>3a(vrin5}M?6cnU@7DPTn-+D?2K*#zJC%uq30JCC!wPAr)-(L@OnpMmnh zflVZ8R4uKCOtMRK0i+sWipj>Uipj%o>iR_b0mFvp6YQGYhPgXgN4&OF<xkqIJ=?jI-Q+NyA29OPJg_2u~IuPeJ^F3On*_YB3V( zRp?dRB{+06nnTFqA%zPd>ka(|wy9WPsIs~Z%xw%J4EEp)7<=8_+`#w@^(S=h8OD5j zFXfNgNWx24#tH~ntfqOJ9++l~==tisy$Fsf;B~rQVE#cPv=$08euKxlB|%rt&+7pV z7N*CDen+~2Z;l7#?tnb*c`Ze?e1v?x5%M(=a6{r(V72QNCr;|B;p5ZO!kz@0hMb?SZfZGD(tlPAXUOBb*O}-$e@Fajv zS#;+R6B*cxAVBC*8_);V2Hw?qPai`amgCxM&ngpJ+FUEUg4J zKx#zH!y}D6mI~%E7koOE?)?GlLYEC~138A(0AvBs1p+hi|A~u%WC!#OBvF5dj#_^V z;As&7ycYpFbixOhELrqUTHO+LEJyA4w?CD!q2@!H?VBY<#maj%SsDT?5gsHF5a0l!Lr*j#6>F?bE-nojyr^>Rz1ZG< zbddDI-fMv>hg%R45JZQ)Xr}$Uku?{w7{$^A!yh)1pge1eiuU&vuS|IF-4mImYS$1E zzWzM~9F-^YQ{%7a`zFdytv5I-&dh56Qm5Z_b4JX;pcDKfIOx7`n(&psk(|KxYY+Cy z7A^qP508)u@?$=4chF0R!u4&nnTA=!|&K0nFw=7Ndjepqf|p3CB{>Lp+&L`Z!tKxm zVRgT)Tx1gnDVHW2|dB|}|K#kF> zYW^!Kl09z)iht6T8kk@|Vr<-Z0`UXDw7gwG!~BBCkli{Pz8;otn(O)VG*i-={#EU)GY1tiH%GMhVE?m-@vbSbZ)_I2T0?B49Es|Q3RjcR zP=EN6eGYd>$*h$fTabY(ZLJD$p-rf@pRh)og}J%i;NsqzYpH4 zU>4N;#_4gPa&%->gm6n*dTmGP@2N(4?SSxJ*r#Hp4qm^LfF|Q{&I9}dwqIR&AKh>6 zn$}ItNe46%)T`n>a`f=IP;g=qNE)PTNZfL)J4kh4RDj~9Yh*lOZl?oyuriGlkQDxu zVW1WXzt2c&fjR->ZR&Ur`6M>BrXKf%DyeFi0toJigVLYHJU|r&k^n|bA;T1!L;eO~ z*t+D*H)uhL$JE!1(YgdJUO9i>KB!xT{c@@*)4s0fvj5k2O%M?$n~3zQwyFCCMlWzM z=Q$2=cDF9QXVxX|E};y7r83~eIH+zc3C3yYKhk*O6c-r?+LY6(s**#1ifHag1`kCm z;6A(ZO1?4Dv>E;^e6ilj-0)cTSjo2IZOV;`+2iCZI^Xy}A6485w;3^nqezVYZNzaP zje)C4#;D&-=c($PKW@>eQ_WEaa?Dk^b=Cxj&(T>uADSccZL0!sED+prs01BRMGP&i zJn>+$GPj$b6UUz>MnscdBb zX|{^|ntj)*9-(&L=$iccnnn4jZzu9&Yhx(3b0XGuuijyaWc8-LM&nP%)oMrhG+8Zz zex#|?TWqJoL?9P)bO>V)|Lbe|3fQo3O816OGylH}-9aW&Q7ElxWN%!|u^~T_R18ek zi-JX0YQ6!8h@eM=mK1WiU3OP;&MbDkSwB=-DxYheQ-r|0J9ryY@ zly2fnvOiAiI>CmAGhh3Em`>={w+v#SFm-He#AW#2d+p5YP6 z%|Pj6`YS83Ap1^l|HO|g-yz-y5cToNi}gUsnXoa`AmPAjVq!$ythJF)5oP_+lH|H< zq8OqGOQ4Yge zPc00H{el(ojOy&dvFSVXRA=^r$|Mu2_A_DR4Ydknf^+?5>&zzOgWsL@$FgiGb9~85 zjE);j!%u$D!n@i>J|mpDcHwz;&Jq-C>ZNWdDCd>xeMhxL;!MmI_5Kz+&9 z1Rfn$xWk!c^*;0psTXn{cr^1C+<(_Y2+>&sh65?sm;2Xd8v6H6_B9`ruoY{wb=r(u ze~(!of?N>LxZWZCi4&I`7uLPpuL1=Y7@~WXr);^#mzY=UKWuuP#|`#e(Wl`V1jq#F zxhY!SxAPpVcb1nRnAY<$AZaSc0B)npBRLCu-%_M%H6fJs&5sBSA}Na&mY4N zTh}Wz;6k1?jFEK6=;W{l%jpJX5&EODE&r4sQRiDvp`H+6_TFg{%!fp8yFN?A*{K$f z2R$BZX4$~M(>&H4)ld5>u7uF}OF$T~^xEtDQTkQ*>E}+{|EW8z{j{x}!GD8^eEF-3 z%;^PMWbTaa$0>0sSFc^AjtYp*h!|Iln4zw`X|Y2CT->riZqN^mDh2P7f-Ef)(-<=U z$g{srqFXsA(shX|i=d7Fifu zr%2z&<(~}dm-^dN={?AJ=eDL1IV4RoL@SQTrqqy0)Uc7lhu(tY;hV#b$zI!!4|}!; z9KYEtMg9gYGDyA_yttuR6x)Ty1Q7f7hA%oB0p6oqPm){-G>Fk3Kg|nz5^vQ}I&y9r$H(u$<+kCnAte=0Y46rau$oV%&v>ZNGR*6leEURM-~#pl`Q|&YGk)6N z!jHc12`3;p&Zjnc>zZqjQ|hA&Xv|i$GI_zwK79&ZTUUx!};z7c4^jW ze5b|Sj(g^iznWwb8?x9XwyrM8i`yqy=+iC8AHkiy$Cfn=4G*2zTC*B18GEZPsZXh| zh?xQBCM)wsou%v(!ba!-%pe)VvPt@;47o5&af*;Nv$-{?pTz^I>xYPNJ8vEIN^s;Y zD)8vvm8+gDn^7^O>Vvk1&W{eYdH90P7}q=z=_Rcn88j-QJW~Gd`;Cjog0Fbg@rqh^ zA{2i>2;kbEwr2D?x5)(&rgm{9LkN<#M4qGr+PBMGbk3`$QyESGWcR4oRA-k$ack`? z1EXzr0at&G8ZoVMNJ~3SUj!+qHF`?<uiW9L0Q^fbRc zthTP%d6QaCHmHpXFo7NAL>`sbFdx_YW`z6q78rMG@5%#OIi6TY?4-#fEXZ9mU;8mt z_lM)TA9@lCp=++fB5ze$D0C)_d^B>m-CQ3CIoaJ(O^6x*bq7D+e(4vGb?ha=XD2B` zIlP?U9Nk!nB-W84#W^ulO6H-ba6)N6xxkXY#{xrz(omUA5Q-R&w*;6YCkA*vP}5g$ z-6ucw7yybstdJTa3?c8(%QMPRoG=nC5fNHX9eqlUE-C1Yx-lha7boYK88Y@7Xp!@U zWk39o3`rLN^_L<==eD&|`@v+!e~ske5YfxU*P2(cdpaY@#(}T{ly#~~xE%nC;a^u2 zx6o6Qv{+l2n7~UG&nT$rxx~9}>IV56D>*a+j34~R;dvS{seDo#W)de?12_Ko3CY4d z28WiJ(`zOq-9PW3V!ARhIISkY$>;SVfH#CuhHi|2sBb4U&kCpT)fg-dnfP&my?loj zLy+ATWRy$y4Sj|irT`ZvRQb@N>6T#xhRBfY`0O59S%!KWJ4}v7Y&oT)AexPcBlPqy zjMAJTX^IflJtD*gMJc2szcN9Xn4MAeN_Dd`{}kHd%BE2jX}z`SycjMnhqBqL3Hb3! zj2>OU^w#JupDUrdMr2Ajl+yT(5@^x2L6r4=pn}9~O0ZzRC*>vQPcbF@(3+c`Pkd-R z`6tj#@b%PAmCi>>`Y%v>h-Kpw8UFYlPwNym9o$43j_9w3S2K@C3(Hp!pJ1EH+B#a^ z*CreClG_md>J`F zmzY=$wNG$UpNwr;x2w4CWU@V1V(iJ~e9WUGz|r6B&N2ZdPX6RuIndA?J;ohRlWa9F z81J&Ai-eAz)R0~-Z1DioJFjQt`o7KfGk|b?p;hdJ-X%%Zz`lvZR5g;o5pmQ7oE%ev z+ePhXbefmCteG)7q2OU0I^wTvd_3kQUXwKcp_`k!n;WOCNYn#XG=Kgl07&*J1nU2% zbjuASMungN*GeSdIg8b$IZduYzQv+8QictK1dh`7=N_KPgF%uU(=dr8YkI(b(Ih#J5y z4;g>WGicvr^iVQ+{mwDPA?Tn&8?G~n?f5z-xu6tt8Kr1|rLLi~{i|o;Z&p?XoOv>G zIvIorV~ew&{_b{IgSxZ2lf1LMgXaVF+AzPm33U0NeC!^lGtG4l98wP}=XVe$+nU%) z+>dyHzZP@X2Ai}W zRhQaXyf`}Lq`UFDQhTpTq1q@_$f2xyg3harc&N%Y@@D1EO9e?mL96}mENI6In<62SjcXB+^9eN$QI;2J1 z&-!76VVYPS_uX~({EL=CgbZ?tIjK$b+P)`3It_$%jpXE-)qrlF*7AKjXg)J%HtYzr zyXv+PR9Nik!5Da2o>Hxp=8a#R(ZH3y-OZ)ogKP8}VF~~)MLjAZv>pTXWRMH?=GrG! ziS(=3qvwgqJUD*GJSucvH?s4wvGdSEUD&*CGHV}jnIH&`04SXmhP3Mf{wZ~11d;8O zZu@eQpUeaQMb>x`(wi=EN)J`f7)APJwuFTSX9kDzOc)6V9+@>wA1Z>4Cp{@Q{*Tk9 z2KfP60|Kb>`t884udOXXYStJA8$b0;op*|LuNDJL1c7CdVlTm$er=s~WxgYh>jYCL139d^ht5Et8uXQaL1v|wb2JGh zirKAGS5bpaQP+tCCTQ3tVF(vXAg+7mG$nA98vwv@+#&H&^8Zy{^ZrFP(S;;ENG5de zb=z{DaKEsL>mAX7`Y_rg-Q>6JQGRqq6h&u(4ZYLuvhsn0MnQyto+HNQh-;f;n6CN67EXTwl zif?*t`{4+fy)G%9ZwyAFMJaQj^jJ@(v21t`=w9ZLMQq^ExaYP`RyysAK#pQJFpTW@ zM`)i=#%=z_dCncI<9pBH^_gj%c%#!;*EX_T?8qCtaXTtDKHwd>s`I1 z@=^?Hi=N7V%cPjFTVmN4DsI=b=KTzc+xd2@TLBA#6%M2NcRD0xUQG3}+J$<#3BXg{ zyAcOE|Kha~$mdpjLE(Yvh>LSIfcVtoNox$l>N^-*cXwT3JB5iwP}R}Uo$hYw_+ts& z_sZfy4x4HZ{P_}5vjRbPVF?PnsH8F6Y_R`@kLpz}2vOf&Bv9(8(LsVM+?5;G7y@98 zeIR!KnW7Lw`Tf?mNDqN~EImkM3=km1Bxz4u%dxI>F^hhxnnNYz3|eOt{q7*o3;vx> zTY=Vy7>`s%fJ6|V0KcFmMRjyfM9SKGBRBbblgBD#U$-$yb})|07+e}>dTeECkpHIuWJUCC(|hPdccl8@d|;LnI89--|R3EvCOfxnsmLARz8)W~;I z-MF9`FuZV#pfCW9_i*6GzRBf%DC5toHdt=vn!JvJ4xdofLDtdHv1Hd>WA#L4mP9Z0{_<{CLGZ#60nk}@EwO_-)$0I}Hsb7~ryuoDyMP#g7R ze3AyqQ>PNzm6J-M^~5#R%q;&MiX2I4LLz_kbO19AOE8@R5vvisF8~D$m$9#%&oR_~SnTtH%~4bjmM>m4UxuLGBXW5E7t_~l4?$RXp}jG!eYBIQiR)CH+Eyk^DA z0R%afiRw`l7RmP>g_?jTxVDD3d=`;?^ti!Hfw6VAhzIHMVmkNi+HD8v#pmtE24a`i zdQ39iA5ZECQ~%gueE^0nyUXpSePhX6)6>n|vdiU6)XwhGlRy&;shHGk{ez}N+HW9N zqA(Qg%FTQMNr8=mCAOjnfi9*l0cySBkM@gfw9`A0)SECLLK zMJ<+#Wem3i!oKuL%ww&+FT@}J@?Ev#=EocGrapHrbAEMgPe4HxHiPhE&Yu4$=7=Lv zGWp;SN1b8beSRTosDk8x5EUr(U{cM}ib#az3KCIz9b5gd;fbV;r|(wEClj;G8%B9I z%iPq{$-!K1RY)~;8zIJbHt9Rb754EribSfbxGy})_XFyv#b6y(SaFtHTNArCri!Q$ zW_g4hVu_mZeZXK@tNhS;E7xhR!f149-?KMCYw$$t;s3@XU`)*ak=OC2{%P%C zOsxMS)I!aG58#0@{f}%5U}NX{UmbY%n(%sR%YOtdp)6t}4{U2zJ+p{a77JK*tZa<2 zQz!%i+1R~f0&gvT3T-1BA62n}-$6lIpiE0G4K<*UtEx^W8nm)J8k}30r>5(#U_bSJ zKJ60UY+bhk5G=2op8)@Y&Dw6x$+k8ox=9~8-EY8@?3XQpcE{ctFgJ}jZc29VJNj53 znX5v-7(_y6Sf&zl0jHR)-yChQZ7D7RV7W#49g8Oqz^4C9zj@Fa(d@6AqB;t&z+sKk zo`7J&O{W?eJ7DEa^RW=TCvZ)D<#o+&AAG2DxPb70<4y99*6;5ba4<$+m1_y4xA1Iu zUj=Bigz%3B41P^*tGCgNP*KnlD8KxZL2NOJqgOB_#1jf6>J@Km3PfMaTv8Vp1;~^M zajSPsV17rRd@965M<(;;M-dy>o+5r0d~GY`2SiE<5;2{rBEGHO6qT(;T7B}{_2#dF zXMddzRwIcLAmKA(IB;z%Sw^@;L_H2#OaSmjKZqiU17L=_X8^xM5C>U|f08VeB4Iv0 zK7=^E^`CaG~CLq|7>jQ&-u75*~Rc5}cK@_{W5O@by`aCm*N z8qm&{mR5v}JJ-v}%|}Bmz(ZCI2mm;O6!dQVVi98lSrWv+{#UYuTS1<^{g%F+LjWMx z;9Qc0hf0QpiA5lNo-IbQi48}L7C(p!xaBc^1tlE37{iUg+Zv@MpFlZn)&b-eDYBgncBjs(`E+BT6+WMBY{or)>f-!B&y`C$ zXeMFM%l$dYbipMtUVk-Zb@*8YbirW_(e2|Kr?bd00oOC|fHfys(-J3Xlpn7XuZm)C z1cR>{)6t^cswcldYDuOyom_)!Nvt-hT*GNez1r8e!`GeVsN?uE!_m;WMgj0Z?gaX0 zUtM#qT0F^n2yP4z7$G-AthTNWy3GjtN)sC!LJPX4}6Zf$KBw9l6GvCv>&$X z6Jj$p^nU_2O*eTZ_<1YFO#wX-C(f4w!1t1^){mZEiEDz-TIR+PvKVfbqa9OAX$oX( zbj1a`E?HynUjo@Or?5E(wt1^|%(|Q{f}Y$E$JjN;pRj`9S06CILf)_HE<8G;U7EXm zsZ7uy+D4X=cx6Tu0Fks%SLT>RmJpV@nW2^nw4O7z+DZ7@*s0ncHsIJAG0&64fehVA z*4?uR8w)p5!(^?6)2q*!Iqg}ec7=%u~(u&J|V&0){^q#wk4da(V)SuHW+7Pm%{D^ z3^B9+`S!3$EMRPd3^?r+Hl!`9#hig=zp*O{u+hq2Q-jzb-Z7zJ-TmxGfwARkP^2GO zap1;T?0Iac$7_SLb#6zRm^P7+wmU31dT=eF$*2;=%UGTRHB9uj=ep+73svnVB@}|b z8zc|#;iKQhYcrU z`AWGMAOXE=^RqP$(|~xevw1HvCS2X6pBeOCq{uE%kn@&|Qq2OgpBgo-=u2b0KGS{&~{yCG|La)I@Id7NQA$|sb(>Q8Y`>JNv7o)8%dC$0_wmpLxnTE zLFhoJK}Jmw8HO#ZHR>iFXaeo*vGgyy{0I#h3v?w&IM5Zr)4|O^<2OAc5p#*KeFu@l zf|U~VlMFQa5F5W)n*}@Hu@1E>1#^hcnYdk#QwOD60KxbcV+G~oA$k)ndnCWw$?p!< z@5O=;^7TN8Aphz~Y)a$bQZi;tTcD@4ZMu}rX)Kxnfm>}ZKiso_I%80-IWzpln;A6z zd!5sIOM0ZzxT~2G3-WdK<5SmalK5Nklll&?>S54PxZr9Pd5`{K7#%qGK9N!=Y2AiZ zH?eDB17Njo!^S>@Np3i6d%_WaPdj zyUh_4Bpb5BiENkA70s@!9wxk*GF+gD_p`3^288q*6k1r`>&MyVA@=A5aDTjana4RR=#jeomM*2?0JrI~=pL{pGe~>iwhRIg?_5y>`^gaw@$-Zf znhV1qGgL4V_@7L`A3df+w~TD@(Ddo?;I!P9?Km8Li-h!CT~`kyGgfFHCmJl+8m=>p zhltHKDLWiN4P1p(t3HeEfYP()ryYj1xxsai!yD?yJNd6#2wcGh8qLv6 znTYgnT7A;%pv&TarbHQq&WrssjvP`CPbL_T)hg@2g~*uO?`&AO(Hmc{MUO?5N}VhW z&r%&{A*@yJf~t%nNHRrYpE(vq#zL7p1~Lp|pYm(|05*MSh)X4){xs0HoZS zUI44Y9etn`>A z>T!>gcm4XjyO*zPL+?Mv!j828exF@vhNb$5ExDB1ZU~JtNgm5g_^iwM&fg^*0@**u+UV}k#9X#&%Z#b%U;_LK9gR+oR^`$GjT=Pr7!z>c z?MH8Nyy=$mC8`bW4l>D*qvJ_Gxr&)5MYu=T#1mXv6i|NAWj-gu0{7-?t&pcB+06$5 zUZXo!i0|ns;tY_FA=UAtuvV>t&G5S@QZb1HI7wK6Y}AJ7*8+di&Oz#P@7aV0*j7T6^Mm7N9g*C@BW)7j5oIbDE zdTFvP{b#%+se;X@lFlR-j{t&aKF(2bf>T45*Wp;QToSc*dMjly>&fcUAUv+cfZQ6M z_fEL_bMQ_HcC_$Wge3LiQ4n#~5M!)u%mWSCfs#WIdIC8>e_E9>QA{n7PESh2b}<_M z^p!FajQm}py}KNh&*;71Euy1py| zCmBlj%?{nD*D08^h$X*vBc~`~3q~3Sh%7+`>7?UjT>GHB~g6_;LQ6}w6}f!VSFZN>>pFJv0f`$ zTQJYxyN=7q>!9z@)L2?0gI+^ZUp^|HBz`1mrz7vk%&cL$)w9Cd8+D})JORD1pH>}M3;R9hC}ibIf#+7x!?$T@AY zG>&MIV6!3NS9*2^5l6K>xAm^m`4+A7{!WftfPTrfH*jNAYx_{~t-4?NgNxWLkpMvi{?t|1)e`pYz?^q~gsI^sP2@F?kZ$FZ}ihWc}_ zBo)$4dz{M7`B1uS0wmaIogs|~)1`=iD|4yd$Gl`i-8+*;97TT^+F7EI*`*OGS=M zb;t0yaK3aE7@C+DGP?Z4&*|kp{+mA;iW7f!M{RqTS@*ug9EhLM_8G;CC>@2Jz(|P9 zT`Eq<^;;14 zH{LgB+bnB@XuOg*U4l2j3t4dTq(Brmk{G5N#W3wi3abTz8oxv}XIgZwiL;;SOICX1(|kZyw9Lz7$PxhkvNy_`dVnO^dcwNVLjCL?%W#F9h@sOP&& zh1?0q;a>B+o$<@{REj1+5=(A}ld?CkXrS;UT$KI>OMt_6Q&PZA4i9SknPde|CM!kb zAMYkbxb6TL!;&GSzC|2e#IYlJR$m(z_5tOQve2aHT#%QbRl=?HDf}&Nnu+$idsION z_qNpZWJf|pZP4wHYW8CnsgURgfYT`2&#%}{==*E`l-}SGwmM<-WJ7d12@TN?fxW#} z(lGb&>)uysE8uOhW41~?m4|A#h=^V9^PtdB$5!@KS#@$5-lT#9D`y=I3m=oPNy1A( zi;5vI3@<%DT)U3lOWec4?xCStd&63MHqcGkYV7^_?Ww&k%XKETHlJ1z0I`u|KVllC z4oSK945rB#{mApCRd=Kfo?+2q|GuUNOFy^jDTmyZ@b<}O`xkn3$GNAWqWy3$bD7sH z;skQtq(nW=z^cxcuR>dDd0t0N&A^QdKV9BE ziJlt;5-RqiJp2c7BS{UwdjwfHmkj0cZTZW3HltzMT4{{i`UO6f5x_-OD1;O#+YIx# z-hH#&-@0SB_WnhETkw+Ygxyo9Hkmhz^9IIH06mm+2VaUUR$pMiGtv2zU$)YBM{vbX>s4A4`|lO^8&sMkXv>Y&G7Jp>Z7W5bB7Sb$RV)og ze3`qz>9&Tl%NiKQ)1vQDTIMqdm(PwwDKiPbu$a8_HVOhfZXof<%UdH-f zF{7IZr&%?StXIU#WN%?Ps$j0Hy3`>x*`Ob`>=VzB{-`2vsRWk=_h7C5fEsakUM_K? zWDW=gbKCJ_8Hx%}HJ^hXF#CP0ZUz=d=Lpw|bropy7e~BaIvm7pG%wuu2{)fi^*xcR z`XZ_@lpFg^dCypN+~YOM79~_nzXRtK%=9jNgGjLV2?_MX6?E1*17bc;zBsI=t`B%5 z{*K_?961>dM*2uWaMF0lVRXmrbIRmQK#fR~Q^a1jvAOwy!g^T_FWdQUOQ&n~T zQs)~rTSr_aE4u6l^vaibtp-8lq zf<~I<5~8V)AiHEqpGLWLtMLA#oX77iVAX2$bT#6a{Et>s;Jj+!V!}D^$0ilAwn5#- zc=W3DP}*$TNNdgwd_v@3!=6PQoF71KApQ?k4~$~xD=KcZYW`~U0(@m@x0|N?)o3^C z1M5r_Wjne~lDE7mZV5p<6~isPh|0z3XLbVt9bWfy;NRmDom4nOUzT;Q6hVM~NM!DR z42}VG^!UfdNT5Q%fC8_5z!6$?&>-?a!I=Mp!n6`$K;ZuaE?Ag>0Yc!UKz&1S0st!q z$N$1CmUSl+H(M~b-f7!@H8J5{OUe|}Xwz7t_D(2QWW_XFS?fHhjk8vyClr48&wvV{ z$p>RdDqt!9TC_rG<9d$zH$Y6qy+C!_UB`3ebf$eqW@|W5W=EQychJ#N$({!r|ID;h z?LtmWvQ#Oq!-@wJAXbXm0l#65t9;FiPktsWS`Rphd3>qnL3hfvPZ@CB(*E^6;mJ|Q z;DKacjg{R9_IZQrUxk(p#M&vjhk6OV=Cjf@?dARiK+erkvW*2 z5KV)cEKvMcu<$Gl66C6yk**A^K&Vi^6$S5zmbZkEr3zVIx z43Wrtb0KF-pAzv)Yc@ExEQ%^HyjUx#iYccF2LU{*$)G?&WRJ*^*yfb&0ES)qm>7YH zf?r5mO3df?d_DF0`!E=WJL5cDpF4>@^v9asD$$1aOUQadWa#&tqJnvwrr?mX{m%o??3X{ zrbcd4g_})(2QlH7(Z*f`3V9C(7l*Gxi4n_VFfmn+2XV@)x?~{Sq(WgJ5A$Z!=N$%i z5EE>3sL=)3W-tZVupIIvS?3vn;!H3%{p*Ks;vI#H0}zbtWg6v^q7(T-dr@$Gi2V9X z&4O_oA%cz)%1Q^3)E(7iB=Zv-v&nZZ*j_7JO85?E+K5nNFbyxf73%75neLld9)%I5 z8+yc-8!9qKwlV0NhZB@6`(k-8r7}iA*lVGz+uH9ekbjJ_5djisHpFq_PckZQQBYGZ z$pl;CQvfPPU6G{HPdA7@mgI8vE(CpWNQ8ZYohZb!4;vR5Hv|&_%KubJYb@kp=PKPAUUFc z3H32;ESd_%#rl+B_>|{d^IoaSg~xbkj5L07(ZJz;NLHvwWBoMh_h3sDm^_gx?tdx3 zbORW;wPG-?M!6wNyr-dnsXja?O>0$Xg9tOlU0IAME~YN2%+F{9g}{yv6pQeO(NX^-J}UfbX97)!7B6IA$xb;jC&ku37cnU~%9`k&zk0A#Br$U!F&q zt@XXs$@eq)AnNgXyLdTwboPp3CDifxPgDRkpRW}Zw{y08#A*D|_CmW*){328em5sN zRs8~6Bb<=b(}1~l8ZM2nJoyH+4jMWbY~va5b?|n#_ja^j9qyMZA`9XGpv4`}w>3 zdI}==y&QRQ$~@hC9D#!blpj&3=4I&o$p5`@My6_Q+RxdVi7iM+$v=)c)nPmUIh$@j zB+ut9r#}K5#)_`)G&yg^CtFd0%&n}8{nWV0aPP_=s2m2MUY{>~v8{;@T>U~)D2~(b zw_9Nz#cBM2u;4b{9DoPxOg-5^Z)o)&YB-zUBDO8TG3btv*X)x~PDHxHPS$VEIuq~W z902|(nBgighr2Ptce@$Fmb>zvN8_pO>SJ}M<plcx`&%j*L?|^ zYE?6TEb|Pes6@n@SH!27D~V_bb^dA+|273`T3JVb-nx0-?>+&hPmyTXmfj9~cXF9F z8B3kzF5%M8eLs3cNiuv0bMy^&oP7Q)XR#(MdQfs__tU*abbtCU1MC7cSO2K?BAnD} z0#A~L<9$5R|AGl=A9H|&x`IeFy=QiRKF)m)w1u0f9`Ttw2< zf?JMVWW+W~QJ4Y#WRbEqn6q$Pk^jg*^Yq>2x_3$%*G1Cb7CF?3tQB}=*TU>vl$nz5$$pfS9?yGf`o&M!hh%*WNl4Hv)wxw2w}NC z@h7(x_%cT?uV>Pvi-4v>RICMRy^Lp;6=WxYLj7nE+;FMp!rrf?QisfWe&?1)%e$$+ z7Vgle1#b-SPOLBvm7b_jQm^(_qG<$LDEy_d-k4v%b4h{*%@Dl^ueQiv>2QwBBAJ!8 z?FPEdaM3P&^+VCi{!!<6?`SYg%{g!o_gIX*C=q+Q@C~6yoCB_}R7(6j?ot?!TaqVa zHQ}sIk87tMNh=Yqrig=Iu&_{4xRQBufm2sYBwq)lj2h~D4<%_kmK3?LQ@Xnv=1>;b z;2TtJ%FeZ@GFneN!1)+@aVI5ETj<>N-5C{u4%YUk@g~{V@)n_YQV&W0|%%V;Imhvq@(rlx_c3X2&w3HPfjhGqXXj?QA2LDrxT}#n#FqNK(h0nr9 zPPpfw!#e(cB%@kW(hMK0dcTPwPWU_DtIKjnNoL9&Mdlg zSZGAVBlMU?YF<*8o|+WhbknOU_iMI!bB?uH7gz3R_EFclEH1V@Utub-lHpYE%>YO< zNYAPfW-v>iwq+W5wao)1cTOP;-u?{NwLUAZ+&LI}DEXx$P9W&i)hIVwtj1GM%W9|} zRfFDE4z`v~R_<$Z5;AhdgfPC9!Ob7HmhOK}UluyXGAatXe|L0zH@{=dU@TVl4?vL* z*l)sP<{ki`BOsNa?x1>aa7FXE7L9UeTQ3I*@b5$V@7=GhW%i%%S1-7nUk%KJ;b+#R zIh%0}vS8i;U4lKGuVE!AgmbS4WgjnMC0`qFTJtrUq}dYo`CD(1yF9l zpKn)z^l+JDd9mkFfxJFfryI=71>7VJnc&h@o}{V>$_@8prj>MzWACqIMwHcLI2Zy; z1!RfEe)D1Ub%&xH;O}>?y+hj58**?*?=ZI*HXUaC3Li=T0VB2fIc? z&VwYA^TEO2ut;$S(a-zBAk=x&x22e<@e7+?bi$=oa>%Y{xoQRPaSU~qH7gCGC#V+U z`oAV-7xEZ>Nib@jDi?A7u+xdl+Q^E_zlba{WYKumlZu$JgtDBG4+ab#n5A#_Lfi4BrQ-WUB1oNyV1v)9=s_^`Q|ap>%T*U-GWs5O&$2240X%Y zD}I!b+xwO``d1%8Zw!!#bKI-k*@SdUZCybZW%c^?+e`_}kQzd(XT9%-NPO!3ApxbI zi##>T4?mf-BqcSUOVWDVCOLGcSSJjkou_(>hfO15y&n4nhJz{zg`R<*rts)G$WvN9 zpXk{AdL1)!QgHy}I}*lqMN5CpPib0D zl3C=1{PabRIF%3R^whS8nNF4mj?bmo?j?Oa<_BM87Om8C-|CiqWYal`TJe~VB);f; z4z}iJU(FalidIa1JBHwQTU8YQoB#fQ3VX|-I)biUJHW;*I0X0L?iSoVIKefzCHUY3 zcQ)?s?(VLE5HxJu-R$d$6-t$a%=Gj@6D zu7Yx~rw?pW(b}t<@g_ltLIyq;q{XVKlVHdz3>GvSZ}S%%kTL8#1^ADE!0;y!E)+PW z5{A1OiwHyy4bJ%=y#P}Z5E&F0ryqu^xrG$82MfL(fA1Zn2AM;FXD8o#4QWA9C{XPG znFCnnWs}5Qz<1QyXvFMTyipzv5W`gB)`4x5AAz8?L}`_L&;hv zn%I{?FNu2^&GCse z=QL0?%JlMxP&a-?--jyt5JE<_Ftya%GcnLJ($l9hJo20$s2pP6-<_u3?S9L;e%~1X zFx(|lFHx*~c6xGpc6xMbm-hJdgpM9YYHz!-(C&~pX$R;(^Ey@{4(oDfo}E;@HT;!p zZ*N;(=I3t{0NSsBl2_~4d&-C5`Yw_YJ8(tjtdQ0zn0uxCOkIcLFFR^vzy8>m-if^L z(NC9WS&OZw+Ov(LortU#!8hAk=l7FB-xguh*Y^+d<>l0srOd&&#s>TK0BVj!5|nia zx#j!`N$iVW2|3-v-Fwx&olHqP;mTaMZk;hk;&z6%FUT~>lc`JX&fo7oMRNsn(2s>5 zvWuhBW+t>R_`EJ1o{7yj*}it!tlwR(Q)4M93i56Vj0d!9wePvH*nCqN>;>C%g9t!P z{mWMWWo8`g{{w3VxIq+9;0QPn3b;uE#MVs73!*^*ufc;*;s`&19V9>k;P)~aD9!H| z*K#BkKP_DnuKbinoDRLvOG2QMdeNanYu_@JG%M;x?BJ zFIpo#fsR|BjrNW4ySN~isdbx5pz`Jnko>~S`w<%OH=04pUMRDYoM<>u$1TeXI0oao zP`0X$q;BE|n8IdMkn-q`pt|)KO!bXVp*3l*3adRsWI}moKL>oILapoG_|%8PAG6sl zJC-s0mqq^viE``<0@S7q3KdmQ;yo=CG$b|dPr%o)e}$sGY>1nPbo0fYo>SLqgGD9% z;{BL_*}RaDr9xBpbR1I#y*1 z#LUV*{#`Z#bWFT!_ziH&G^vM%x_LF4xETcvid0J}&7X_;dFiz=NQtQABN34_$1(c? z%p?9(>M&es4pNP1200)`hoL7crcxvf!o!aPeVCXgd!Fu8R3SiO2pCKn(Jid4&H4TP3 zBDx7bTY8Fkhr$FcE@m~>`T(X0Uv0oSxh6(=SYwa~IW2ZjJOWK$7y?E7FN!=w91MAY z3S(4)#woRD06>&N(nPcsBe8nrN=>m1UG)%E)It>$$>iSqrue?n5@+Vf}X)80IcIGpdlx`{%Mk9=0|;2rMG?p#{@ zImCM_?NoPvSu%Jjb{xkHR+*t$mU16BAhO6*fW(vF&92+7O}Xn?l)x=jZufzuOMx>Fa zw`Of>)K3{DUBX*yb9YrVZr3Xd6>1C7G-kEX;irw8W8aVLYYC8rdR1Lc`kPk-%5=s= zK%?Ep{DWNWv0;P0GluNunsVE4g**EqepZj)X}9V^V;+f-f9t}slEC#Av#Kp6APC0~ z*H>@)528eJoOSJr?W{5(jiiO>BLQX0rr91quoHbt=h!yZ zR;+wWJjJi1r$WZlX~aqW6S5=~*Xg|;?QPRME57k}I)`TJ;$Xsc3SQ7u4Sq(DK7NdZ z4$YX{!V!ma>h|#xH3=t4l+k6J3miULf5g;*bDTl(e7&ySBX{FhCnFo5$=plRJ64?* zG%uFE=#&9UQm-Cl)=ETxC;}fWFf!(LK^6@YPG}8Zi%KF#hNv7Ox&*GB^axocVyl4t zNwSZC8^bB%_-5y8>_0J7Lya+SB^Y-U5C(z&)Bl22hdNew6|9K5H)<{FWlcp$9CgmM_%SI(bai@zfz^G-W5KS#S%4KrG1-8 zs}LY7opov~WE2E|9PkLy33Y9BiPFp0*>w&`!)ve7;TEa$PvB5=X5p@uDHu2WtRf5b zwvYx?Rs0Ee(nbl4^FjI+B0c#{pyOYO9Oo3Wd>;kSQdD6T5yRSk&TcZ;sxO35HqK?1 zFb0b1CMJ!mfR&5vS7Td442V_QXk)o7Y@&4eVa)B!o#27gNcM91$dLGN6Q^~_(cSYg zGl^OqGuncm%?3|@_Up(=WiUE$)c%&uqn;wdB#y)6y_#ag?@_6PWo+=M`1)2d_lk)k+U8u-(?-*S6!wh}thop9r&Za36cH3OMSu z5&bbE2mJm4aMQ4a>Bf)wE0Z;iI&M9U2kVE$HRslwLSu3NmRp_T+Y&8;^-~k$2UMyg zGTBR(vWF&?weTd9KCkrutsJE@&Q_emni-b$#^J@m3htnh2SQ(k+u)d*~h zEJfCiwwO7b9Elwti(p67ko`$OFE^grvSsN`<Q$NClN|^=oFvba}i*U~RA^w&z-2lcw~Q$7=jV46LmAjRf_hqpiJE?UZKY zvha(p1g^m)1WEb~oWO|5eobvmbmmX+3q{@^=lr$1-D=jSZFf zw#Tjet~7USS7-qR1bw2^v1cJSr$J{=AU<393ubw!uSprq^i%L<)tjo1ik7J3-9T_) z(SS#Hb!->XWA<6Q>x;zxa7%`1UzV3pKeb>F;#F+8X6GETBa<~Zg&pxqtmO=?oE=MC z6PtcV$$L84%nWZd?K1;JqEnbTX137kn$8uv8v46P9bwD-(HCffa`A@?TLu4hz$o4s zH-5$VNi0$I`wV#At)wP-=QN%s(AW^lbXCu8N&c=e_JMEU_(lD>{Pp4zQSal_HRNj0 zaOz$)~85~x))as z2qoVKVno!-bW^zJ<2p4T*OIk?1(GIy><3sGkG}28N<5D)1(>+ld6asHs&^tPKlUgi zfQtP7v&&eG+3i+W(-GB}%4#@Jvp#YKaqU<~+VVIt(r9e?ag~dAIcDsb?QB%!8*Oa} zC~o8Kf@Ix<41cuylHTgF*LI1&kf7%K-h*h)F-`DE&UU)>nR$pKOpbv$*+ePfsxw^)#^}6A% zw`&xJiRJ)9Lic9GDG>m)5qg3iyvq0b`@VQuoUz36yo4sMUDnH`xnbV9s{BZljKrXy zYKPJX=Ud>Vjm|lBxyo#lZKbe{0ObZ*nQHf6{~uYY9{~o`6VphCzm#?E+xkK z)Oe!tdBU%+Y94b8OU7^(gvNbn7S$v>Hv3csibl08fUSiVHUWS#NUdOP?d0LpxiwUO zH|HTJ#3JG|HvgPYge*g7{B^5PsyDYh)>C7o6QN?;Jwvh{tV)8wqOS#M>9~%X+nSTl z&j0igmsyQ4)wQ4b>*C&Nap(H({>-hNLKZiNfYy+S=h$qTt1*mGKFLkh=52dTH6ER~IJA&b@lJmh$tQMCq&sR^%Y$ruii}J1-5t`qI z;r0s4ObT;%gLZwAg^17WJOC7ufW687b}*Sfln#m;?kdprh+xK8go63=`f_RKP`&*! zg%kO)MH?wlDU0_G)cFjZy;gnCOj%hYwe`q^fPKPRlX(cqFsj)u=!?<+M2vL<*QPe! z1BGunxMdU-@VgzprQL>@@_x57B7GqLjC!?W!D$z_KlC>eN=ug;X-Lyb{->xX(e6yv zHk`+c4JkmKHzCHhcH8d8^w`)!n4=qbjlORB13O_7%Gc$xVXL_I=Uj7PcDVw^Uvgse zw!9?vmB>R{de3fq!Cl`ygIOD#`)B{kHJVR1F_U&p_g7i!mWksRQyA{t*%TSwG=R*n z5m$?oOAdXQ^D_axmp=uK)aJzvzro2=>s3s(M=JnQa>S5w)rGY*0^RqikXIj3P$SiH z)2;l}OE$fY_OK$15*p|TCn1C0q}3AWP7FvmhWpW<7dB2?-E3cO_q~*FnM4Ciqld^& zKu1Mf-E+L|GNFG$gsyWQZ6#7Vt-C8%Owc#M0jt?O`y9q&wOJrO<^d) zZPBNbKaA6X6#_r?g@cnFn(?w6zDEv4@4*~~hyH0?^h7G#2Fv@rX;a^UZce4b4GdP`xUVy4x>_k-STCf;65`c%Ec z+`>GROf)>E14RWgXOgZ4aP$*qQ6WQh;%f5VimqS1)!dCjA)Q{u_HJJ}K2Fg|v?C+` z__lr0oP%rs0myT53Ca+${WorZ9Ssa{EhXJzi&N6#;(#eka~tT9sX6XN220HDd(6e>`71Mft57hW{5||(ZV&Dkkh*$C)yqFQz19A(!PDjSws5c1`fX2;DynQ~ zKd7PdFCPl-X5219imTyQgRgq)WG~j2ov9!_&Z_Al!^64vhrCcwz11cj8w0M zrRt+Nru4LrJr3O8v%Xw4R7^mBQ=X^V(d=UbkjAH@Z^*CS_O#)fpMSE7mP-1y)Qg=m zCdx53)njb4T#a`c{5zg|1cbW2-nG0~AB)H)uXN_Vh1q-DRlAL+h%7QCro-7kGb=rv zRR{7dd-Qz{ATy|a%UM27QxzF{!0q2XjAv)t+OE;uStaE|ui^JM`Xb&%F0x_7c}!2= zd2+mJ;MibWT-)+_LtFo!V62yem2&2GHzbR{{ zE)D~OUE?P!O1A5Vz{_d`MfAbw1g`(TBaS)#KR6=p3Hn3^Cf|di0SBgmzCm;G{tr&! zZzf6yjiN(yv%d2g@cX=&VB&HR7c}>OU<-e9bUDbD44V60kd_)uJ^@mN=H~v-Fo2Eo ze`oXCB_gX}N#pym#BP72ptp3L*jy`Z{7n(_h%d$O^C5`>wgI1Ead>14Q%npke&z!% z=SNnvuvvU0&28h@9DF5j3N=Y0y+%`?D67)SXbw9jH(N{WyYmcdmiNZ;>D2L7_S?qW z%G<_^Z4^G++ImYSkVM>nx!IDu>;im>ENcY7VVi;h5 zPCIW-4-%vaHAt2|Qv9U;H(-BhNm5opHB~f!iboaM#1z1rx{Hx78L*<~63`k?iPA+) zs+`VO%P+mQq7P(4Rztn{lwa(;|7@EXZt^uTekxBcvY}U|6jebs&dGqYaN-X>9f#?R zTAyu>n`=|tRKDD`M}t56&iwDEa!vYDGbx9>InLIGbs2S4Rc!MDYx)f{`tX=Awxp7L zfU{v;)RiSMlFhfhWP68TtfawQR-QwXIf^?e?K6&P&ZU)llayuT>rZ{dQx1G_ z<0do=U0%#UDvARcnmUY8(FO#p&ja#Sy)rc-&L#uY6p}c3#ZVVeSv>_`G!^;+b64L{ z&hPQjPGg^+#s?#cq_=cGucaSiEpWa=*=W$uY)Ak-RPV{+RU#7i&Woo8{?p2;mR2j{ zcWzBhKe)A;aZacNmadH8eNO}Eqkrd)wV5})hY0Z?;qSn~Hkn_T_TQX6KA|;ZEP3%w zDLqo5k@%~^c0V@|*@Qg`#}zJ~D~HrO{ruL7mpp`?1x)Zx(YMz*Sr|j#uybtZ&}gh+jLhh+Bum2{j=P zlvgPQ_Bu49Hw~*`h}BZ-rpf1Typbotnb3VeD6V5<5RjuyLApuXvR#FNkft)xGz+bU z_+E;cH|DzLhaS4WqK0$K_F9OKZdBN;jX-$2k5}in*Ya04&sH9kG3kFD7_0$qj(5TJ z>P-K55f%4eqKZqYN$s>JKi-C_9Ume~vs5krdfnPx$}Q(^Pj|Nl2bg?Q_Qh}Uo~)bz zDDLOp=#dEE8UOS`FWR65Rtad6YVk%D&LYgX#%?R+XS&^>#NCQk2*D3Cm#9vg|0AZz zZl8fxArPJUPN(ogPOMb{>J_i)cZ>*`8NAXxV)}%nGuDpq$*Y@9V%tw7#3yyS#lh(Z z(!&$23~47`yYe8ed~Ijw`w8hjgzM8yU_&~L-o|Z*MzXhS3|IN-^ac9(Q^Z{so`px1 zmxPbFX-`s#ATq&gw68MRom5Iph1I)}K)wBLJSq@Lx%<~&3tzE6xAan* zfDXe4uaIO@(1bZ2E+?;|c(alNy*FQ=OmgkseTd%nu(J@6kHqV=sOU>C!e_6luz0Zy zr>w=%KD=C?*5dn5&P(KVCAArX2NcrUEKnKtYsoTd3@v|*MAd~s; zfCv<-VAdHpSN(l!_#Y`7FlZixg=S`?Vx(%MO@{CR2^$IkZ(4$|-<4bbvqiYhgOFgL zdHx6Cg9{cxEYSarw!}x_VP}!Dc6MEAhuRo3JYmUb$XJ!?jPq9bF<4k9?=r`E9HIFrxJ5?n@{wcM zQ_7KX{|FKzQU6gYDui^hQ_;AaaDPFV7-OvE|EH2MG3SSOr2Y$q4u(pF-^m)Twn90> zneJXG16If!Ymcmc_<S;8@)z7kF9 z6a~9*`b!jX%JN^Q!hBF$M&}3=|8+pz!X1**`@=e?t$^HGvF+w9knJs0UGoK9{b5&x zjKNVgy7l-^_g`Phr%b?(T#(4riF1CZBvB2+5wB_XSD>`&=YMgDuZ@2BlOu)yk|uzm zH|L%n{M(+(#U$K2(Re`j>#8j({}_+{%yyrm9iiq}(JX30ThYa8J>6Y~&F6G(A(1k1|GUw9}Q2z|`G$4W#*HS)ImgQ}XebTf`D@Ky_w;@d5Mf69Sn+ zC{>R|d`~NHJe$7}AvQOceu@+nn!!kb89S1g4_%lhcF-eM6V4(=prZ+m<$UCwP9{Vb z$*OT6T&jp@#h8LQIe~bFlFpiA>T5DJl_0?#PCw6Bb__a^5HBcU2K~~edNM*ULrBo1`y2mgc zAMF|v6i`xuOt5-gL4lH74{s}u#%F?^*-`Gi_(D_zK60f!jzPxrnB@7>k8xsXp>pE+ z+nXBXNUEn6!5Av!WG7j5MCg&xGIo+-8T4qd4RT*Z%~h`kYBEawFcb(!k$$85F9mZc zlu8=0o`0%CxkH?Er5=wx{o7t&6lYEO>5HU70Ir!Fpm6XYDmfi`W9%g1_aRYgS?ST8 zI_5+5l$rMs=uT!YxsTJ4g=0ui(#D7+IB4FVEhflP2wq&jWmIPGd@uH`G;*7n)t)09 zZE5rfVb=*62Mc4%pY7Dt{a;F^(gFJfDk;wad>)Q5nx>O(5D)g`l?wZGLOksS@v#ya zF-3tBkQl72_K(7R<`Ho~QGo-+DdFQSBBZ2o1lH~FLE4;^0k+};E9W2|iv9TcZALJo zR&*RfuRy#~iJXLB^!Nu$8U)e2nEZkubCX4x65JiTuMpKsdA{$-1DP=dGX?&>74lYr zR|rympO(2ny6UVmW@v3F zhJue6>x~_eC5)etR8_=h*qBH)NS11uh6LTcQQ{oV=fS@ih1Q?1QjintSVu?H`Atyx z)dZ#e*qNc_TndU+;i6_G0>$dawJlpf$>>|aGdXkCQ!DSjn>57Rn-lOmj_P|=RZ`gr8}WE#0p1Km%95*XaCYR-Ia+!!$e2Kidr1}fv1Y;Huh2VcbX>#w$6%dBEZJ{Ack zEU%piajoM^wDW|^`9?_ug6z^Ej=vAFn+4XMl(GsSIrD9#G-$5b0(|a#c5Yt%&oK?p z(?yMM>q=%%zda|kj$$;4uro6p+O!?#tc2x0>#~Fkam}aQdZ?GZOu}DOd9Bz0{n&Zz zxHyaU{)n*z+}aC@PP0$TOf~${x~d|krhK|Ts?k}LtBO}k?D7Vu^QkMsaJ3{OQga6X zzNZ($GPQ-^f{1dc3-u($tuCs=l9L|G^Qg;n2MY*u%yC{6XCZjAc|6kNo6Uil<<-x!9Exx8;>Daw+2BNi3pB-(QndM48mX=(F+wq|=3h8xT$> z1uR{0fua_K`U%k>xx6L-H+^x&WC6}fN6y={f-#K2-lgK0$Y-ftIPEgto~>r-;c{^q z4~LOq)&{a|J(7SP z64Q^amPQtO`$A3z@rWt_hmin}5m)E)&P<-6Py?fuF%I+1MWPb?}@mXMzM5N z!Eb&%B4R6l<4$SHtj!PY4ViVqHY&XZ^Anm?iD*6vY!O|_1o6T!-3QoC8bx)_z$|VC z%{=%bTWXmP94|EM%_O9H5C}PG zY>%x6W1@X6u$2qo|IqD+zu54e!RoYUmI7`D_KjorAXPjhzuFD=q1TY{C!0qbB^-XwozOhXj0_Ol~4Kr0KH9Kh2Hr zd8iYAb;odqUR$nS_xA;q1o-qV?5>s1t%oX7Nm+KGikg8Y@~m69K#>ME&xJ(z7m7Ggp*1POJ=oQ8BmqXE|^c7Fj3Rq@~K0QCNlPz^a1-T*xx^lrOw4uPzQ#k}|HJ@J7 zj4!hNJHmHoY&&1I;^Jo}-L^~VS5U@O#{G;{|32I`VcA?B-j; zyOzlRh*1(`^F2n17!IJH)9e=67aC-1uu`W||3Pm?GTe-w$Ay3W8a_2W=_F#X(%Ics zyKsW~K_8#?M`)*0<4V_oBR-t~j@tg(wbYldcUAio>AwVve$K)+NJ~}|1}>YHixAxm zv_t@8-1q@!&xnQ4)MVd9Zl$LOSbHD+{JllxH?d%?T@e`7is#!|?DaA=o0(4eJJ%6oP62&}!l*$HW*^f!M71MP&~)wczCn4TCLY1}SCF9ed$Z~%Jwz*Y z69dAzGe>wrJ$4Ki59aSl(Xt;CRwEC8yT8Ri?kvvm~KeKeLB&x_XJxjcNnp z8(IsB{94Hhnde0<)%WB#^dw&o7K^S9&4e=_<3z~yn?s2VEv1haqf>5aICrC~Nm+mP z`9$p#EqvNr@bwWj*ih_L?G{7KM9S207~NJB8klI~3>$0Z=R4TN$@2(?YbK5Oacp#< zAi2OBHsy%IllK)qK4WraYXzg34t*U!*Cjr6{GNdZK8S-a!d@P%*{~J@ON`me79Vqz z9-7Hk5_wrgz0xl~WW4Sz7|#0+R{c&lTTIt=soRHg!@wc0U)7KPiphf-^>jnMCCpL+ z@=q(SBE9)0boj)@u=sLxCoKT4PsE7$Xlw&(qy6cO2}$#HH(lf*GXm`|4eSvRK31>x zMeJhcmSwC{C-djUU3hhw?;jqE5(4!imm$|57Lyew6L+M_!bB&pzRq1o-~`_rLRxB@nBW^=TZr4o1{Ta+{eWhi^jM~RcgRA!M#Dm@6}xc{lN!u} zU{I!*b?Q-i6wPg@NUoqrjC%6d=XG;%{Q<9Ryk3$gL9cz->76aNUy8;kBf>glH;uh)`f<$;~K&3mpJ>&zQ~8(udGu1X z0}f%YQ)6=DZRRQ@DvJ|vj8mV?;TZk%$9b)Pp(E5ry>qal<$j?#A#;nN%j;X7W&6S& zyzyTcm2bkYvowtKUQ>U@;h{)X4`wI5BOJERig_+BaI@_HWz!>7jdgT|9L;{2mJVe6 zX0Yxfu>2G>BmNUk-lW9qM(^HM$Bq`KJ6bC46k9E76spE{-5YUUO!vJ!fNoSYn-7VH*$rpDZS zX6D?yZ0yFY7QCEh+@{>Te5__>!v9YTuXH&W*MW9g`6jyrs@ zx9TO19y^2hFbdG}V&y1k|tT(r)y7$ffsZK9Zf zTGSyUFWZRBn!r8%1{cUMu~Rf7M4w@tWSG&U4*AEB`*C>K60w&F=53#FO5}?Z8CoAF z5yh0Ay~ykyEp9}FVm(bxDjl;^0GBFf{XpTa?))!{_tLv9$7hueVj|$|%g@4M8;OGY ztJ{R!e*lCoHMDoj^=2Kl;Tn1xZ?%1R6wVnk1AKm%v zU9QUyacR?)q%z%^85GW*4L5=NKV#J;nYjcht*-?ng&pn*;pe}Gdp{}Lgv=b{K4|^4 z37PAlyX;4^A<6wKPePN`z49mx9F&jr4@Nx9Jz`uh=tp=@U{&{X>Jg8AN97~tU{&uZ zFi9UZ+0Ajc2I^?icVpdKH?%pzcMKo^$d^J9O_H zMsqKY<)37S#2exR%>w~&$<)zrNRMB`pS_BI!&K%V;`3*awf@76k9$%V<&PoWN6fk| zm$tkvV@Rz4$8_9{PrQsvW`=};%&EUnEzjXoE-6PuO`^qzA|rYZ7ZIP=a0w$Kn0c$C<4!ua9M1?{h?Pu>s9r+__k#&C|msHvWl9ePmQsEu;h;u zaaHkbu>V<;i2Jg_^Az2Ur$k^*TN6FrZLhRlaZTi? zSsb`(J_n!=!K&S4o@WPt4v`G{3ALwZL*i~2itYe)+YnC@-5Spzq9`WSZk9InIfoOeud|e#;TzknKh{10YB5zu<);9S)oLuU{Yu`}?HK5{nrs z3@JM#>(rbVOtBgDrUqn$(Vdgwqa?cOt0j0XuQo_qnw|84fmIxUGh-IN}}Z*#M-c zqCWD+!!Y-3U4fw&-vmQEr8E0E?u8dOsh>Zv{1SQAb)S+>4z`Fyo%}?U)+x+cOu@-Q z%L%CLFL}1}YYmcSlXAl@Eb3!*zi-e-5Us?Jask4sUDOMPqrM`~TrQr$>d|_Ame;~- z$D4?x#Z}BV^zM*Jt@jr0+tHITaJ9BD(@modNI!QgBBgh~eV_bx@%F@O>zgKv^-wJx zaJ6H6PO zarBOfC&B0nW?YDBiG9u41ySjB`jQn4PIJarF*FL4F)aHgbS>C1tLaaV`t;#L87LXRF*>eKa-I36aWAK diff --git a/skripta.tex b/skripta.tex index 0b56a69..81f305d 100644 --- a/skripta.tex +++ b/skripta.tex @@ -54,6 +54,7 @@ \include{stochasticke-nerovnosti} \include{stochasticke-konvergence} \include{statisticke-uceni} +\include{statisticke-funkcionaly} \include{ukazkove-pisemky} \end{document} diff --git a/statisticke-funkcionaly.tex b/statisticke-funkcionaly.tex new file mode 100644 index 0000000..bb2983a --- /dev/null +++ b/statisticke-funkcionaly.tex @@ -0,0 +1,12 @@ +\section{Statistické funkcionály} + +Nechť $X_1, \dots, X_n$ je IID náhodný výběr z $F$ s rozsahem výběru $n$. Chceme odhadnout $F$ jejím empirickým protějškem. + +\begin{definition}[ECDF] + Pro $x \in \R$ definujeme + $$ \hat F_n(x) = \frac{1}{n}\sum_{i = 1}^n \chi_{\{X_i \leq x\}}. $$ +\end{definition} + +Takto definovaná empirická distribuční funkce splňuje všechny vlastnosti normální distribučních funkcí a přiřazuje váhu $\frac{1}{n}$ každému pozorování $X_i$. Dále budeme používat relativní četnost $X$ menších nebo rovných pevnému $x$, to znamená $\frac{1}{n} |\{X_i \leq x\}|$. + +\hfill \textit{konec 16. přednášky (14.4.2025)} diff --git a/statisticke-uceni.tex b/statisticke-uceni.tex index 8d69ccd..887b6a7 100644 --- a/statisticke-uceni.tex +++ b/statisticke-uceni.tex @@ -11,6 +11,7 @@ V této kapitole se budeme věnovat základům matematické statistiky, což je Obecně si představujeme měřitelná zobrazení $X_1, \dots, X_n$. V praxi však většinou dostaneme pouze reálná čísla $X_i(\omega)$ pro pro jedno konkrétní $\omega \in \Omega$. Možná rozdělení těchto náhodných veličin budeme modelovat pomocí takzvaných parametrických modelů, tedy množin $\mathcal{F}$ rozdělení, jež se dají parametrizovat konečným počtem parametrů. \begin{example}[Normální model] + \label{ex-normal-model} $$ \mathcal{F} = \left\{ f(x; \mu, \sigma^2) = \frac{1}{\sqrt{2\pi \sigma^2}} \exp\left\{- \frac{(x - \mu)^2}{2\sigma^2} \right\}, \mu \in \R, \sigma^2 > 0\right\}. $$ Taková data pochází z normálního rozdělení se dvěma parametry $\mu$ a $\sigma^2$. \end{example} @@ -86,7 +87,7 @@ $$ f(x_1, \dots, x_n; \theta) = \prod_{i=1}^n f(x_i; \theta). $$ Z Věty \ref{thm-mse-bias-var} dostáváme, že $\MSE(\hat\theta_n) = \E_\theta[\hat\theta_n - \theta]^2 \to 0$. Z definice $L_2$ konvergence dostáváme, že $\hat\theta_n \overset{L_2}\to \theta$. Zbytek dostáváme z faktu, že $L_2$ konvergence implikuje konvergenci v pravděpodobnosti. \end{proof} -\begin{example} +\begin{example} \label{ex-coin-consistent} Mějme stejnou situaci jako v Příkladu \ref{ex-coin-bernoulli}. Jelikož náš odhad je nestranný ($\E(\hat p_n) = p$) a $\Var(\hat p_n) = \frac{p(1 - p)}{n} \to 0$ pro $n \to \infty$, dostáváme díky Větě \ref{thm-consistence-sufficient-condition}, že $\hat p_n \overset P \to p$. \end{example} @@ -105,3 +106,53 @@ $$ f(x_1, \dots, x_n; \theta) = \prod_{i=1}^n f(x_i; \theta). $$ Tato definice říká, že interval $C_n$ zachytí $\theta$ s pravděpodobností (přibližně) $1 - \alpha$. Tento parametr nazýváme \textit{pokrytí} intervalu spolehlivosti (CI). Interval spolehlivosti je náhodná veličina, i přestože $\theta$ je pevné deterministické. Pro vícerozměrné prostory uvažujeme kouli/elipsoid spolehlivosti (ale toto rozšíření je komplikovanější, protože na $\R^d, d>1$ neexistuje vhodné uspořádání). \hfill \textit{konec 15. přednášky (8.4.2025)} + +\begin{example}[Interval spolehlivosti a normalita] + Mějme stejný setup jako v Příkladu \ref{ex-normal-model}, tedy $X_1, \dots, X_n \overset{IID}\sim N(\mu, \sigma^2)$ a parametr $\mu \in \R$ je \textit{neznámý} a má být \textit{odhadnut} (bodový odhad a konfidenční interval), $\sigma^2 > 0$ je předpokládáno \textit{známé}. + + Nezávislost a stejná rozdělenost nám poskytuje možnost pracovat s mnohorozměrným vektorem $\vec X := (X_1, \dots, X_n)^T \sim ((\mu, \dots, \mu)^T, \sigma^2 I_n)$. + + Uvažujme bodový odhad $\hat \mu_n = \frac{1}{n} \sum_{i=1}^n X_i \equiv \bar X_n$. Tento odhad je konzistentní, což plyne ze zákona velkých čísel \ref{thm-weak-lln}. + Z linearity normálních rozdělení dostáváme $\sqrt{n}(\hat \mu_n - \mu) / \sigma \sim N(0, 1)$. + + Nechť $u_\beta := \Phi^{-1}(\beta)$ je $\beta$-kvantil ($\beta \in (0, 1)$) standardního normálního rozdělení a nechť $Y = \sqrt{n}\frac{\bar X_n - \mu}{\sqrt{\sigma^2}}$. Potom + $$ P[ -u_{1 - \alpha/2} \leq Y \leq u_{1 - \alpha/2}] = P[Y \leq u_{1 - \alpha/2}] - P[Y \leq - u_{1 - \alpha/2}] = $$ + $$ 1 - \frac{\alpha}{2} - \frac{\alpha}{2} = 1 - \alpha$$ + pro všechna $n \in \N$ a $\mu \in \R$. Ve druhé rovnosti jsme použili vlastnost $u_\beta = -u_{1 - \beta}$, která se snadno ověří přímým dosazením do definice distribuční funkce normálního rozdělení. + + Jednoduchými algebraickými úpravami získáme nerovnost pro $\mu$ (zapíšeme to rovnou ve tvaru intervalu): + $$ \mu \in \left(\bar X_n - u_{1 - \alpha / 2} \sqrt{\frac{\sigma^2}{n}}, \bar X_n + u_{1 - \alpha/2} \sqrt{\frac{\sigma^2}{n}}\right). $$ + Tento interval je $1 - \alpha$ interval spolehlivosti pro hodnotu $\mu$. Tedy s pravděpodobnosti $1 - \alpha$ leží hodnota $\mu$ v tomto intervalu. + + Pro výpočet také můžeme použít centrální limitní větu, v tomto případě dostaneme stejný interval spolehlivosti (s poznámkou, že jde o přibližný, tedy asymptotický interval spolehlivosti). +\end{example} + +Zkoumejme délku získaného intervalu spolehlivosti. Z předchozího příkladu máme délku $2u_{1 - \alpha/2}\sqrt{\frac{\sigma^2}{n}}$. Poznamenejme si, že s klesajícím $\alpha$ (povolená tolerance) roste délka intervalu. Taktéž roste délka intervalu s rostoucím rozptylem $\sigma^2$ a klesajícím rozsahem výběru $n$. Mějme danou délku $d$. Kolik pozorování potřebujeme, abychom získali interval spolehlivosti užší než $d$? Vychází +$$ n \geq \floor*{\frac{4u^2_{1 - \alpha/2} \sigma^2}{d^2}} + 1. $$ + +\begin{theorem}[Interval spolehlivosti založený na normalitě] + Předpokládejme, že $\hat \theta_n$ je asymptoticky standardně normální odhad parametru $\theta$ a $\widehat\se(\hat \theta_n)$ je konzistentní odhad $\se(\theta_n)$, tj. $\widehat\se(\hat \theta_n) - \se(\hat \theta_n) \overset P \to 0$. Nechť $u_{1 - \alpha/2}$ je $(1 - \alpha/2)$-kvantil standardního normálního rozdělení a + $$ C_n = \left(\hat \theta_n - u_{1 - \alpha/2}\widehat\se(\hat\theta_n), \hat\theta_n + u_{1 - \alpha/2}\widehat\se(\hat\theta_n)\right).$$ + Pak + $$P_\theta[\theta \in C_n] \overset {n\to\infty} \to 1 - \alpha.$$ +\end{theorem} + +\begin{proof} + Z definice asymptoticky standardně normálního odhadu máme + $$ \frac{\hat \theta_n - \theta}{\se(\hat\theta_n)} \overset D \to N(0, 1) $$ + a máme konzistentní odhad standardní chyby odhadu + $$ \widehat\se(\hat\theta_n H) - \se(\hat\theta_n) \overset P \to 0. $$ + + Ze Slutského věty (Věta \ref{thm-slutsky}) dostáváme $Y := \frac{\hat\theta_n - \theta}{\widehat\se(\hat\theta_n)} \overset D \to N(0, 1)$. Potom již platí + $$ \lim_{n \to \infty} P[-u_{1 - \alpha/2} \leq Y \leq u_{1 - \alpha/2}] = \Phi(u_{1 - \alpha_2}) - \Phi(u_{\alpha/2}) = 1 - \alpha. $$ +\end{proof} + +Neformálně zapisujeme $\theta_n \approx N(\theta, \widehat\se(\hat\theta_n))$. Přibližně platí pro $95\%$-intervaly spolehlivosti $\alpha = 0.05$ a $u_{0.975} \approx 1.96 \approx 2$ vedoucí k explicitnímu intervalu spolehlivosti $\hat\theta_n \pm 2\widehat\se(\hat\theta_n)$. + +\begin{example} + Pokračujeme v Příkladu \ref{ex-coin-consistent}. Již jsme spočítali $\hat p_n \overset P \to p$, $\se(\hat p_n) = \sqrt{p(1 - p)/n}$ a $\widehat\se(\hat p_n) := \sqrt{\hat p_n(1 - \hat p_n) / n}$. Ze Slutského věty pak máme $\widehat\se(\hat p_n) - \se(\hat p_n) \overset P \to 0$. + + Z centrální limitní věty dostáváme, že $\frac{\hat p_n - p}{\se(\hat p_n)} \overset D \to N(0, 1)$. Dále opětovným použitím Slutského věty získáme $\frac{\hat p_n - p}{\widehat\se(\hat p_n)} \overset D \to N(0, 1)$. Tedy z předchozí věty + $$ \hat p_n \pm u_{1 - \alpha/2} \sqrt{\hat p_n(1 - \hat p_n)/n} $$ + je asymptotický (přibližný) $(1 - \alpha)$-interval spolehlivosti pro $p$. +\end{example}