From 480900c124ce227664ab7ae59561cb9f928efbda Mon Sep 17 00:00:00 2001 From: Loic Guegan Date: Wed, 27 Mar 2024 15:58:10 +0100 Subject: [PATCH] Minor changes --- results/pareto.R | 23 +++++++++++++---------- results/pareto.pdf | Bin 0 -> 91033 bytes 2 files changed, 13 insertions(+), 10 deletions(-) create mode 100644 results/pareto.pdf diff --git a/results/pareto.R b/results/pareto.R index 9116bf4..7411e3b 100644 --- a/results/pareto.R +++ b/results/pareto.R @@ -3,6 +3,7 @@ library("gridExtra") library("patchwork") library("knitr") library(RColorBrewer) +library(latex2exp) r_=function(x){round(x,digits=2)} color=function(){scale_fill_brewer(palette = "Accent")} @@ -19,7 +20,7 @@ simkey_rename=function(key){ if(key=="extended") return("Extended") if(key=="hintandextended") - return("Hints+Extended") + return("Hints+\nExtended") return(key) } dformat=function(data){ @@ -66,13 +67,12 @@ return(rbind(total60%>%mutate(wakeupfor=60),total180%>%mutate(wakeupfor=180))) } # Load stats -#stats_sor=build_stats("logs/sor_results/results.csv")%>%filter(type=="Sender")%>%mutate(strategy="sor") -#stats_uor=build_stats("logs/uor_results/results.csv")%>%filter(type=="Sender")%>%mutate(strategy="uor") -#stats_fh=build_stats("logs/farhint_results/results.csv")%>%filter(type=="Sender")%>%mutate(strategy="farhint") -#stats=rbind(stats_sor,stats_uor,stats_fh) +stats_sor=build_stats("logs/sor_results/results.csv")%>%filter(type=="Sender")%>%mutate(strategy="Shutdown on\nreceive") +stats_uor=build_stats("logs/uor_results/results.csv")%>%filter(type=="Sender")%>%mutate(strategy="Unschedule on\nreceive") +stats_fh=build_stats("logs/farhint_results/results.csv")%>%filter(type=="Sender")%>%mutate(strategy="Far hint") +stats=rbind(stats_sor,stats_uor,stats_fh)%>%filter(wireless=="nbiot",wakeupfor==60) # Change filter as you which (which plot you want down bellow) -if(FALSE){ pareto=tibble() stats%>%ungroup()%>%group_by(wakeupfor,wireless)%>%group_walk(function(data, t){ for(i in 1:NROW(data)){ @@ -87,13 +87,16 @@ for(i in 1:NROW(data)){ pareto<<-rbind(pareto,cbind(pt,t)) } }}) -#colnames(pareto) <- c("energy","success","type") pareto = pareto %>% mutate(energy = as.numeric(energy)) pareto = pareto %>% mutate(success = as.numeric(success)) pareto = pareto %>% arrange(energy,success) -} -ggplot(stats,aes(energy,success,color=simkey,shape=strategy))+ +pareto = pareto %>%dformat() + +ggplot(stats%>%dformat(),aes(energy,success,color=simkey,shape=strategy))+ geom_line(data=pareto,aes(energy,success),linetype="dashed", size=1,inherit.aes=FALSE)+ geom_point(alpha=0.1,size=4)+ geom_point(data=pareto,size=4)+scale_y_reverse()+ - facet_wrap(~wakeupfor+wireless,scale="free")+xlab("Sender energy consumption (J)")+ylab("#Delivery success") + labs(color="Policies:",shape="Strategies:")+scale_color_brewer(palette = "Spectral")+theme_minimal()+theme(legend.position="top")+ + xlab("Sender energy consumption (J)")+ylab(TeX(r'(#Succ$_p$)')) +# +facet_wrap(~wakeupfor+wireless,scale="free") +ggsave("pareto.pdf",width=9,height=9) diff --git a/results/pareto.pdf b/results/pareto.pdf new file mode 100644 index 0000000000000000000000000000000000000000..1345c83b5f2708145c1a5db09afe4b37052bf276 GIT binary patch literal 91033 zcmZ^~byQqW@Gppau;4bh1c%@Z?k*v?6C}6>8{FMpf|CS?;7-usB)B_)VbB?1kjMA; z-tL~Wd-lJ+-Bq`%s!Kj~`d%h2IR#E$uJ>3>p}V1bp);WiCLUP4v^=z~R-duN#j&_$ zJw91_Ik>vWS$chlt?p{`|GW0V!OQ8DONUm`!_v*( z!P=8n)7#6<+v}B0%fr>i+xnBof2;4g___FB=l*9e*Z-#2up}g~KDpTZCk5aCEe$RA z2S2w@wA`|mUY1U-cC_4DmUf>!Y589XbZGw{2BH5C!+&)DQG0xH@%lgH+_J7NUayay zw8HkKq3@huS9>J1=`$VL>6m_q5y!4o+ULDsU?}y;?`^ zleMeOr~d@^^m;X#GnQ|`de84Vrj9fw!I}CPZefq!@o)aKQpkj~f2EM6%h)qfcI1$C z-rT@F0_L*j%IH0dmvalf(aHTLg*FPOqvwi#&$qo?af0A|eNU2oPnt6?y?-Bg;caOW zA0HMM?~b30DVIj=x1P6N_SRmmz&uCGP?yBV>8*>c;Cs!NJW>Hmnc{<-^`B+1ZH@DP<$c7RM4|0`zs;oAEix9q43k( zYeP}b-c@SLC|*d5BI@bcJQPi3k6prJKnP!1a^|sd@!6{6B3%EaJ#8i~MfiB>p*;?- z^K}5D@5=k1K?TS}f?Y)h*=T4<=rNll@L8#QyH7pu(}N=OC!2r$MHx~-&x9gtiY{A5 zYyj_PdOz0-IRBWAmI?2@OgT2F(`ndzU zn+K&OY%g+vz*D4GkAw=G|0I8}M{X(klxAyU?Tq^7PU%{ple;{3;3@V7`0|9>X$o+V z@66Uee$c)SI1w=`SyTL8KgZOklwG`leAG3S+!>^?H97-7-jqCyym=gZa#c&dNp0+d zed}Ij_p%J~%uJr!lG(y5O6`^37Mj1d<bbyS%@#n`eJY(3sSG76ui+fF%WiS7Ij< z@N1@r_TU}=g7o`2K-H3Bas3?j=$?eIu3uu^61!KaWJvGK=?&I~L9bt=%M)?u=+i~l z4X8Kz()tbgF}!=KelAqGr`O%;DZDwI@7yfLV|e!iZoaTHS*%-t$+ z9X>!6o%6d8D&+@P6)#{qG_DE*$1-kp{Uag8jK$AF<)r!C&pd_PY3AmoVs%voN=1R8 z)9z1CT&5DM59}w#=HDR|r~Zj%w}oCWtV;n7P0G*k8`}Fj%?ji`zu9YpE&g-JR@v`c zUiY4CxvMv`LVaYx5};<{R=F3pn@8f#l-|p#`3ky?@n@J&>8Rr8U@rAXsQz(KkHSoY zMCJ16mQvfPyy#Pc*>0{ssp;DlZu8Pu^S)#*o8o|28qWD2-7@-F$hzC^?;&`{{oF4Y8^JPd@n@#N?4mb)jgI%IqK$!%ScUF^ zQ&Vsx;Ky>(tEG?hea}e1(fFH3@~OI&zKo=;>++#{uLbMpwsNtR_-EM#;(Pae8*{%< zGme)&85qIIoY_}bX<_qV?#}5i^Rc&y*~e5Ti+u;$%99W5$N9y2?``XV=(>H!=>hl z@iQDxJ^J>k>xTXwTIFR_KiBg-T1i?5^V5DDQ}yb^eRzD57rk+1PU|!ODw4)NThXTg z+k1{ZwI)e(Mcz;;S9~BhRW<{~PWQx<_i5A@1Yx3WHrOFR-5+Lb#7 zq@Jgmy@m?*5%L`W6BdwOvg^c%f%?ufFBP!qwOu9DGlK2aOW*fs?bSIfs=?_$pLug@ z{*@AZ^lFMl_SqWE=ZteOi|Ve7ogT_1G7o+b0sU^1tRPJaR(A*K^bS0V z^!$_FgZ+^?n$bKlG%sNqFkN%Jk$N_8ee#s+yjeQFdsK#|n}1!p1jX-u@j=@ScgZ~)muh}NKh}6)n@zuO zTPU!+)6Ih-&wD=?oR40U_V$@~1I$W(%ZOh3`-ooqd*>bGOC?|NccwjFAZ;j1+_9;j zBA)P=7al}Q&CHr-0fJOu7d`Pewb{p^5K7XO@E{dZD((ruz;nXj<7@ox`6j76V9h4Z zye(Ia^D^k`Q-!q$xr)|Q<>Q{hD(#*`s28uvCIP7~dq-Z&0PD0z>SK~1^U3&3b|@XY z&`+tAK*>a;Jj6nX;y{;fCjazEOqDGIN9JTj4zI!*)1 zqe#Suv;f>YXO4EbAF{y{`{d#Fm)X@2F?%I0{(@O{kA~!eBJ>A`AV1{_>yIhPzKsL| zs09P17J8FqvGE&*mGhG*>Qy5HZ}2lRRQuFv!`maJ(KbEYc`Bb#8=Im&Y_hgC((_Nf zj1LbBWsr8CCbdE1%hg&itoVg#E8ynkQ3&3*_09{ zll|&B&uLc=?@1pjW}E4DE2^IJ(xmDB1q)ymjP``xcH9R+3NC@Uk3j5R7T%flr>e(k z-XutBuK*vlH^jJ0vqPlEHUBW6a+~Ii*I-g65N9Mq-0zIiedWMfs&VuN2W~s@vt6@> z2Q8ys{dW+|x#{@`)CJEAIHLr@Y<(oqV0ptLG$Lge}Gc~<=z2qRlR!pqGf2gh0A ziw>iZ?CKU1dI}aC1~9t1CQ}|b5X85+mqN;{-%UDX?b#*YPO-%JK^isU$>rM>FYqnE z3A0hK5%EJ7_oR>+yn{!*9Kcm*t#u+rQXIH=!q2WZ_#BjX)#2kS^;k6Cs1h_|Vam2y zc0UR{t6OLQTD!0!YDK$Dc4kv;N^GJ$)!QGZqZB!_Xr?7zljZzr4 z#E4a`vKfqoVVR2D8=V#;MuP=Yu){|Pn3)o>XNZ8+j6k4?Ded(EJL|~B*Ox$;P*UXE zRo^l=S%Vwdx%OkjlL+aaJoud3w(-)DuZs2F*gm)4qdem{hz3Zwh~xCdEvK*9G-^2Z zH^1lSn7*Tr1iyd5K76KX`#DH@mfG9d-+Z>0t*;|as07Pn4Raf#jiDut9lk7La-eG8 z806&}-6K=Bp(twjE>?wh_q{jr+MA}r!{nZ9%>BTccJyx}R__H+DBsAJaW*wd(Pst; zPVkFFTL(5zUhwWnEY#!kXk#<+vsFAT%!9$VV#oPOWFVq{^1bls;=x2`NLcO;~o!+To%>98vdX_`H)#Niml0 z-0#t1BYO2hPnJQyk*m|Z;LAbAuCMEZ_D(W#3jd13IBkbfm4>HiA%pt*)N+N(&%hiDtSkTN~;ZN zW@66xBoi6vlKr`RK+u);xqd)QCA_c zaEPIIpw1v#PYs^&E_(Hv?Gzl9vk4ysEUU9>p24cccP7%t-tGWlA^ZK`D2h*~zo`f( zf2vubL%bfstmaufOA$Lfy1mUB=Ly;&bF*Sd7#N-~Ckr1pqtv%@IbXM+w&znh%SZA* zhtN47EKLvN)`o}kj79cUvC=m79DS@D8}Tkmz$8iwWFJTE%{_F?w4T`@M3KJf3}dR? z*=RG~J&q2`biIEcz7vvwRNbP5wBb#GOMyN<@U35Zm$sk%cuThd3X8D-LkI>Qau!Gu zC~TZ)dAKCi$p!A0v13KQbGT=_~}Qp8%g*NY%gKGQ>-ji zBnA@KDU$;r9qKJ)$Khte;?ka7KbNr)5c$h5BX5 zs`s|(>LI#153ztQo0Xj4E*ryN%7pKkvr_uW7#FRC&>ADW$Z$#6ZS9FB$!8)bU5dtj za3O9Xah@(tO8rjTccF6p`vP_R@X|c`{h8F?Hl=5c=)>*_!>ZqYcUwZ&g#giFxVh|% zaBt;0|KeOXOAt^9a=@sSAT48LsmH(mF3*^;;CxoylLx>%Dkai!TXnDGB?3U6I|#&) z%MQp%)_FbcsvpVH*oP7{$XI{~-Ta~P?LS35&s7XH%DKW3B^4VCs7cgNXB zk!Y8Ww^lD9eJk=e&<)?{9$Vd*@u#`A3`La}XvTAdI-8tcpn!3yaSsQ&cALX~*5Gxy zDmo(daF|wcGsUEOVqCB=y}q&}jXTdeKrLCW9eRw&{wDe>dh?q2XstViuu>U+&cAWz zd5!BIc{&>;^pzjlBKIx8X+8bI3AB3do%l*(;p!3E|I{C;+FYg@6fox@jSBMLuLR!d zWY%k^eosob(PBkbqNBed*Fn-pGGz$^FKN`W;8u(bz z@WM5W*IIS=yu-6LRO^OX%d1+Asg!k4BJe!`v%HY*;!l3``_N!qmIkR9v1Eve{*Yhb zCo?Lha&80Ng8(V49S9;@MBmZ!TGQq_l=*bZ*|ll2R8_@E%zjVyx_8B=G=p`A!6kBf zU@?mo=PEO0$+{9h<$DIW=+`(veh~rj?TEl7>j@5t&fbc(|u!l&fw0eMg&o zI%4(?Mxd@huCNO|;I2J3aC?vWY5>nUtJmk3?a4>RMni=!I8~ANqF;{@P0;^@E}%XT z2W)&FAf7e~9PkFN6w-Vm#f)u zmXVRV3D&L{+t#J(&$a=H-)*BDGakEy02S6z@kbfIN_HY*blCn4=&&Vb^=ueSH{2=& zrJx$|tOaSh&h@;6N5*4GmN0#FAA8~cos}mGwgx$V_WL>&+<;2&U!jt*RmVQ&I@vb^ z`rcIWTTf){9kcNWe|rFI`~XGajuT=p@+#Xk^=yu<+rZE!+Egw~(0;nREtx-F zSM3QHPlxwd6wss%C)r#>)@0m__dt&vxRI@!heZg8lGJGj&4imr!^#PKxg)Czy0cZa zwqYr%6r*6XGB8ye_n19%KD^1295PTDSJl=$POaZ(_B_-Bt45^DUxuu=1&P3?{G zhvj{0!jD8zGcto7q-2sfnEchg`PXn;oN>$3r*UhdbFaRm=a_^NyYjWd5<4t9TMsNh z_quZr%#&3VcY*_=(5D-iSLoCl6*@dimtkAgf5=3}?!LnJ`7-udwCC696JiG(rPt}(2FJGSMebns&Uuiz zZijii2O;-S9h!NYd-e6k0@5EXWRy&#pSNTU>M$X>X}{mV40_m;ht(%>Ov$tTJ$Mmh zc>LV8VWIJy(ef@M79-!5t+mMPJ||0)P?1p~|EOp&J&QO%olG{}W4VS;jC`D&2We`C zX?OS8&FB1rbf8L2cy3s$53mR?dMg#ZPxxsGx{rFxfw#4s-Y7O0#qd}f1yeJ+Yf$dm zE{+U9u^xx)P|>$n;V-<(vB^G;k=v(uRpWXnk;9wbXeq*Zs_rr4-m~*SUlUT4#H;mK zS{o57wgPWm4k3qE=HSDDk-Q%tfw6CRc7R4D3)7VWG3|=lKUe0`W2esdHA~Bi$*6P1hwka*6z6KcnX}SPu3n3b{ z%5N;w;|qm_&4>xrARTshl(;Q75U{p)4()3l3Tq_EmC9FI%fD0KeaER}z;^UCF(<>dsOD(ftseKp_cLUoGh)WXvy4nk%YtDRsj*93Fy&p$f z?d`K`d=KbV3|$ZGaSueO5khT>gf#9JyR2{xq^Yla0(busZU4qqh&v4pPodXcibLPy zx@u<97D+KB1P6woDvyTjodG9&!5t&M;rLb-iawf$filPWA=D$iJzO1g(v2a>eD;`B z3BN8Bfq1B>^sAt~pC~fKEawWLGVw3>tGNTs@*nRDG=GO7l@2`CV2?^6Xbq7CN>d1Z zjQ}CMopldIHrOp2M10JI@Fs4dGS1zZN)aXk;I{H^AX9S=U$D2SLQLcPQ9hT z8tuh@yA(YFj|m{kY$BnRzz^|d+wE)?Y1rs#w7q^9hTOrl5j;w3o7hclAnvivB+rM= z6nl#%t{C1NjEi3c9J3zD2x$*MB(1~2e1vxS&}8Y@uoPd^(E7$fg7Y~U@?M2}gspJ= ztr`AP>_vL^**!i~$2;jEqpBu1bISHM>~OS@rhXD=ds}To+c=R>aLzG7yKT$`&!>`1 z`(g5GULCc+-+13yG!}d6B22&vd=RBZJO|ZtF|=2&JWs->FW)>lZdMf4 z@FNyfp!}g-WQ@<1k0p&T?+}0K1{OwX(ciEdld#QOJ>ymV?kKd)6LGWt$AZx>i2S(F zIqu_QG>;w_-VtDcf;a`%5UjMtHaDQ7UC;7#{O7dKZ8}x`=g#9K&CR>Grgv4fy73KP z8PLJHzpSswm2D%_+Ug8tN5mB^i)p61`ra}uV*Ek}wy4I3M~ZwBAstaayB2miC2M>0 z4zIhdVobIUuq>-09A0nnLi;2D?Cvze2}lktcxzADO_RG&Uwqrb{q|7BtVXh5qVUW- zCh$Y(LFnjFgTipz+eQ1s*w6rB2#yWbh^w#-7MuMMU!?C>)5>ZNe$=NMtF4UFs@NIK zrMV>{e62s4#5oI3e4NYkzb*2E)+Nn_DaT1OXKDKUV=ned3+xt2&z?UXlYw-Ry>rvT z>s8KocGd7jf`^ru#vL9HVnXWWqO@op+TC2^d;bM=Ed&q}KND zHBFISd$jb`4o&0bXbW9&d+~X}JLL}e6v6O6s@k&B zr)}W!NK3J&UNVLL?LYVRRXWpP`TU{w;h=hyD@&X>vu;DYVNMSbyls`wkt?7B4`y`z zhacM{%5kIVQRM(}hvQ#jnt6Gi%jqaY-BLzOzI)J%&5GlnhVGJcc@jN>@*2+O$-kuM zh6>0J9~wS;2&a#hm=nxJ@|NQ!DPOF$M`8Ag*6jSHam>LF60;YLuo82}QAtf>k*3(4 z{hm@Km@NL&<7`}ERXD->2Qb3%rw+}I5eh6hPhjX^Pa?}C+#29GUI!B8eLyMDFquDW z;8Sl+19xW_GGuIQr(ch;yAb-`Bdyab2O?sYwcs;orV=NU`Nh(Q)dWtk~9nnx~yPxF5duSsMj zm?mc$oC6TTc$1(0KgXXvmr zRWlWXX75q!I^HA&xzCjDccM&z>qCtTIKIn-F~omQ+0H?}DEekW+G+k?e0D0ziYpoM zBJ3a*!I8n@0~XXSN9)_ko9~V|3k;;*VjJ8UwCiT7_{_E&{g3jK{#H2kIq5?I&lK(Q z@>Q+)*FJp}zG@=!1v50VlbCF*dsPi>$PyI|wuI3Mst%}up)~uVp_D=Bi&nFPn7I@J zL*oQ)(c&D($}#)|Xq?$cUvFtfE%tfPGF9%WtSt`Q=fZioTBzcW`23L>bp{R!Sgq3v z+$NIE2aFgY_i_=%gfmhKOq?v-YSPwa$B9v(vVsELRwf*e$y!JnLmXKq*wWox+uV@z zAG=N~+yd3S->AG9i$QxdAuqsHbE>Ba2TEv$RL^1q7-W|{_W{mjpa@bl;OYGOPNz1# zSF?LXLraxm#SjFmALuPhu$Ggd3udJ+af`Z2l{VyOz`Z-mAPP(pXpDO6+)uc5zQ=rd zA>k4>NikBZ++Cu&%NB`Ts}g8MCKM99jdTU4{1J@yrNiU_6tYm-841jo(?{t7!@h?-RvZuh{ zEdLUwRKu(EH*ChI$b)S;(Gy|Vw!CETmsK%lchx@O?!WO-og`QwreovJlt}d~p2tBZ^r-A@`-9ZN8sIC`nqh*J&rM&Y z5s(zDZXy7*8Ql>-$51h)jX8AKhhZk{bo{0x58gGy3VVF(wyR?*Uz`~n@@uNgrZU8h z*!Qrg2a*&8I~S5h$3QudT-ydq-ubPL@2FiO7T72W_5&^wZg>i;sHw!t^Sssbcq-C1 zt=GOp$fr8^Z$=2*72hB1Z|pKjf9?;mu93# zIFMbu$C|gAp+nCfu?gc$?q)hj(E7~o`} zTxu9``S7@W>vqN|Z{ExK4f)iI=sf)qGfF%ZXWo<`*!N~35YeGgpp{C5`?yVur&3n%82>icfD0K^7aC2r(dR5=Z>44igehTIpOTK!(v3Eum4 z*l^U6lTDuNZ_A!-82|8E=MJZ(e2ce5w?Z#@4I*j9EK`}+5cq!DzYO%iJ3kcC7 zMRuM?pe#A3b7hsm`Wp;-6`MwaKiq^hIjpGt!uqr8h7G%%-?fw4%8;M=C|a z_DEF7L-cN|bk^hh%GvwTCR`$ouus(Ufqw!Xen^pw-%J1OZSySG|0ds4$S}#1{D)r| zqCgWy`=v!_0`udK5uiTTM~oN#Ju@w<%DcBzXB_UwkRkxqrMOf{b*a5HqViyNf#K3= z==GIs%5bR0B+D3mY${vHLVc7)Hht18!yOYZ1|HVpH^l+}0z_u>>H~$_LbjS&Sz_#H zx^t19_GwETJ;regU#mqs$^llTrQy;XC`)T692llWW-OodqR$LXOAuMJCUK16i8Ws=rAsi}Fw!g@+zizP; zjWqMJ3Pi=WrA)Y?>NeJfFV5OfPVu$iPB{3ovy~rfDREUEYyI11kUx6$D_L4B6Oo=U zld+L;uewuWZ~oPn0VmVtud%Qe#(|htP2;$eaP`S6#eXaHp&XR~HW8G3H(5e?rr*hP4g(>W(?Af{%gQrG@!*(P4J_D5mYahsRIc=u0u z_fBt9?6OGQT2y0)EH9-qs1T%@wj1RTBGQlXGo-BzGG4zSYi-E8{n05NUwlm%$blvo zjA+w%DddtOA6v6Uz>_IZjE^Y$(LbS#g&lbK=dIaqf;suH8>~iHqB||Vje9{OtSkaK zHTX(Beu{_Nq+SjiLNnAHp~Mdu9J8%{kv zT+|421Z$u$(#&Y*yo~5b9`QTC={Qzq^6j<;wV$Sm9^>T9n0wHbU-G_4gvpT4{v;4L zk2{ouj~|ar^R(ahJ6=hAq9G5O(_|R0h4msYTFr++V9kdp_tWTknbdA?S_H zjY+!o>+BGYG+hyE5Alxf5O(eTU2o>|A55oADL)L6wP+k35m{X)(Y4HS3yAi^nejU% z?2$?+D+XS3$;YsKvlLog;XHSiF`H>ad33y!pb{R{`bHjX@^yfg7h448BSDOOlfydS z@52T9Ru>7=?-^=n5>JYi*9c*H$X;W^6m&=JXa$)3Ez`uFUb8x-@jT#D~s80B{L z50wEFTlD@CiDrdckwh`^4ukPXd>3&v?r6a2Qk?9-ohC&l9XD{E0&0Tk5!PK5iQyMl zJcQvV%0KfuqH?AS|8Y$*T(IcjzcoUfFvVd!=?ksf14cCR;V;-}jBv=jUfxlFqW1T@ z<`=@#WHn+u$gDY-J^B=_>0trynfbcyJTk-ZI|3ueKGl78vw5%VQ_O!yjK8TIMScWK zt3?j9lc)MBP9rRp5$UtD$pzllyC3)w6jL9Q8|aOO_v7-8!lr@!;)cWE438sQ+`1?j z+dwZ+T=MGCIL`06S}XnS)rV>}T<#cJ&Jn35La!o2a~>jXaqF?kZ%np_88>5-boZ^a zT7eL{>-ha0FQnmM0(1Au98Ai8;YXL%c+bQY8JEPrDKChBTfP^*?y6^K=A_PbUgB?l z?efR;@A4O~aLK6iHNj*xygxN((#U0d$h2(Nh@y&y*RDYQ-9E|6$AJ#X%{SceZEvDkd^7Hn5E z$s&pOY9WgE(&A0j6{2L9+f3z3K_($AzD3`ZmAs%?mj3y7<(ITQA|zDC(e^zyx>{rg zO%7H zrdj+;<7;3(_^~{0%)XRv)K0OB#M<2fG3?mZ|U%7WswlAz!$X$RsqiF4r;+Nw%hp#_pwBugM z*6q`BEMrr(paz6`Uk)L5_$JdO8DQPXbte}u#{vHt^hMX+W%}b5z{#L^`JkcuE}FYY z$^MTxsHG45^(R?JJk_y_6F5!B7FB{JjfDcA2ihE^*K+TTkIA!n-Ag)5fSDc==l8}D$0FR(>s<|+!~ zogrM{2BWv-g&*kAOH5!5s-xlIfvC={pKtNM)TrH*r&w3~nk2^(=O7c77d-j;JFbuG z_}V;Wh}ELiEERy3zg>fuPkVoc_3*^{8|Ntqn2vMhrf9hd0}Se&nVg7Q^wTT6LmiqF zLO~>whGDhB4QAbdSQKeBE6D{v{Ps=$E>u1fQ?8OuM{w`F3mTS~L$O45C$?)~$kM{w z#anx?0e7?pvu?kGhNOx2CCK8v6RN-bw4ta;e0-u$7`96q+}Dxzr}%pD6c z){~(?$_591xVc06cR<=ckgY|`u8MS?_t#_MFz-_b-994cp+EovhQXV?zb6%YT9(W5 zdDgx%WcDHoc-OXxYhTSr1#=`LNI|#D_Y~FiLoCt4!+cf|gA;ZIyTl&RN-aZLBtCzO zw7Mk2WF#ia3$@1NclD5~>BCsla!ivWhx}CEv}sg;k19#f^06wj##QNs^**!O6Y@8d z+c~{Q2n|M+(lJtIp=AT9SI4R1M)ga1vWC$rAiLAj`tpg2u~B%?%yN-c2)p8{GZ7sL z#Zmp#nRUuwOjrHxkC4X0c2hOS*qre#AqCH>;?v)YP$jWCH8TN1Z?2o8N>r9T&o-gF z;yIB|4H{YKOy9F;_amOyZ>+@bj$B+@c$TTq|dlqTn(koaQ1TCX` zX*Fd)8X35+5?q*OUPvV=XR1&B^KdbYSauEy>?n@T^r* zr}QH`dRDB>c-mAT9e<(1H2YFtkBv^z$g{CWnyZ`kJE&n1cGohzruw&jysL);tI+~Jk}1}I zoLo*Ka{kXIJLH9Qa~8Eiun6>9Vx;5Dmq`Vjbw8r8%3W}PCldnpMTmKykcPSDNA*JYn)wbfneTbzY3wCbX zGFNtFJxiUf$&X%ATc`+eRJ7BYkv>79gKfD391H+Qobm(DA2&tD&VVJwR5HaqYuV<* zgk-j!QQ5WV%j$%~UF+328{O5McmK_d^7fRo)_~WBLp6I{GdJNM*P=njeBCfH_BYr^ zA5S*$oB$z~-f=w(u)eslaK%cgqx`AZM^FA

d3xGsMrJtFx_5_rGhq9H5&rlWLq z>?N5hK+Dc3Y`N#SP8 zZfCNofU$i8hcBiEtlw9tn*B)pHs5RhV14vfLf-6x(^QKa*2db?C;xgzYZNtL2ohho ziJJ8`ET@%Zv6nm*`y9k}ibJJje)yCSj+yOuiypr@owVkJapm$|W_M!UJ z&b89ifR=yq53tp@@~_{kz}d3Hh-lX{3gf0zRa12kM^ZC41+iak&9|~hF_DQ=i{nut z#o1*t4rYL9`Tccf!PdaacKssR0um>0w`VE9k>@LdjnlRi9 zR~Iuj_e#LXiqpy#8#MqO;YoPO&G~D{rx6*~fIwavBbT=&H)eoUiHon3Rb2ivHd|qoF-~9L1vBWex9V$8N*aIjX^_R@} zZ{0ny!UCB&Kxj22adT!CdP$BY@Yz#U&|}s)anth$cqj+U{OS_F_h7H&hUPW4nb2`j zU<_iOb9|CbnVW=#t)u+;bXp~V43wo3fC8jhXKmDvV9p|Wbeq;1fL8&UQHC#&fCf5T zeR$gBXJ}E4;5;}!6MRR~ir3$U z0p6kqmwg-;6a(lsp4`7CpjTH`{C4qXwf5^`h;uLI?p*5>c4F(j*Rtz)Yha0qaQ+8@ z6)0=T1`QKP|Of_JvYI3^#kg_Q{Rk(gG&twt)Eq*31X-#r2k(M8X z8U`^EKjs83i~p5s=_-MiZM>-f|6COhj5WX;;43b>DQPi2tN^vh30EYlO?t$X~hN_ zf6*eS5qy^u2Ob^$a00Acl}I{4aFFHUQzX+Z0jVjbD9AY;4KEyg}31Cr3!x{>?YRf9O)r8 zRq=OnjocPjfdAP2yjt{@a{yK_A28zpXJxWuYv`=lClU`(=*r*#m(^+^!rQVqY2Gh2 zMM5!99RN$qA=h$Ji~RmUnNR`2K|ka)WI0x^m^k=nEpC7*#ZnXtc!--7(_-u1jxZqowu7jan3+Iv1=jaZM8>sjR8@We2LbeEZII&FTK>9DYK5igXX36Rm7Hl{ziy z%W*mI4?i}m6S5DjsTER!vo3H-NSb6B;m1Nd9I`839iKW!bEwxeOuGwKJL^K74%Mdl zz3sfxjn4s+>8jvHcTK3hjeNA$yPybi@t2fcQ~doA*N&)mD9%58-uGjXU4{fHl&X&u zS}@ywwD>K+1PBeMw+*kTAAUs)x-4qK+=aS57XK9m^#Q&|uH539Mc|%q!nO$S>Zt6h zVxb!*v)I__G`55g`06z)2G+PI;b7gWzha11=vJ8%&4{-SjB1`_V{J_Y!^ocBX-J4wDgmdT>ucQm;%q}^^ZW>pB z3KyecS*pZVL@qOz1-kyluSNSxChOYd_1n)`Z{7-6w>_MP+fk)xy2x0gB(j5e_2}bj z-`bC7k|*e!xqc$~MwxP03SV_VA|}{TZB@~)@a=?!847gnNZyhb)~y8p%AgtbYycuy2{F_?a9CjP_-hX)8SMz zhfH7p0fN&BeCYW1zy8pRPF*!D=EyZ8PZ~x%N5m47u=pCmwN9@-*LgqAI z=KZSFLIypF+Qw9pVJWS`T-n|}Y;jw`*PqT{yk-^5*)2jwk7`Kr;?0ZO-%Px;PiEA& zIE0klR>X(Do*&*BEi3}PR;#pFW z=a=~ZDG+^`lIJYZ=8Tn5G*$bb?*XSdr7{0R1-kLN)ZEA_%>+kOgS}7kmORP?H?RJ;Iz}mYI1n4NMe7ufmiVg#DLJfqVKq&d>?qI%PE=E z@#jXgTSc1OAp(BXaGK`)nkPIDt3Wd*^pPXI6W}Y_Dst6DAURV@iE)&Co6*YOzpB`A zyQ}271#?1<1aS*$CkGxv@c=T49pT$$mnPb)u$mS;xY=Win_we=beg&3$tewLxs}W{ z>)$G9`&LWVm{JAu^A)sdlByvrv0zz?wo8=UEV8tKW?4wqjw}j23;7I=WZ8ir zYtiU4=k&&aWIm{h_J|qV#PZXAxXuvabUP!H4V0XvrP%$owN zyp-}K_i9Nx?M4+N(4NtXCUe84GNE*auz}rpf8hxeQl@t+94%)Z zp$+})60f?+I%)w)ZzTE2vpHQk8SpUvGvwbQGH?ms30LF($X#6(j{F2(p>`5pddMff`oLpAl(d& z#4t1nNOw!uFyxFd4E#pF@B6!V-F4Su%|Ck%`|Q1+=M&G~=S;m>yo3*)kAM@so0v!4 z8dojZvejS|EJL6WSt9)r$@|LHY{3KF2J9VFV6l(^`%FRXNqW07lWcnSVw)3WZ|)Yd zJVue{6>d9aE%ik?=SE_pjj==_Fzy3BUbR3$P@Ed#{VChI9Mq$rA>_H__ok4TriAlg zXkCs-i&;TnHXv2oE8*hsI`M`gL(NkZ#BqJFucqEFm`)?ru zB|2gIU%V_`=^GVShPbC-pFO)f{sjEuiRCb`>DcX-E>&K6Zi=u*sFJ}lQ$-GjQ__5H ziXx=hH>N*X1&S)Z_>)d9=v0mDm|)-1Bk=BBE@oNTlarSuOosg)yU!VZ3SIQF6Qv*O ztR~;L$Mm;Y#-_}8W`nN%ZUg_!uHYM+2BJ=8{ez*iKhI9tLe$+=Z{zgH2ilh2aFNv7 zUA&exImcE>RfMA?E&lI#2iVB@n5B5$5^@y*t&@DsadU)Zw~qX?`VZpIfBgCWC=1+s zgFq>Qo01?g55yNSg`dmrnHq&nh&G2Pg_j+DBXwG4SSuU*rErNkSkJs@F-9WPOtBmB zk_uL{Lx)Lw5PXX76UklT{$I~K)@6cLH;<$UZ$A{EZlz8kzG3EC`!X0G(}ugYoBag6+ARuXTcJIB`FYX0t_ zHCoyxQ)WLa@{kCFwpe7wEg=|19HEhuwMOa){!)vP3COj8*y-#-bHz7$7x5I| zN21n&&_{yTy9t%0kskhitHeNXFBM6YmzC}7$j09Ri$hIg6ZhotWuH(9|2LBni)3&f zvdYjuB1OpDj=T>~znEDRp1e^`r5%ZCP~a@f9V_Yhl;4n#{pY_yCZ@Q2?$rAUR;6{D zW@UhxATlM-vD)g+ZioV1#QTGu#Q8*e59_{sh>BJ{@5$t=d6~PUt>159Ihs>3{g(sY_ffrq1}IjDQ}UTmLyxG33WRv<#tNvd&_vM*iY&z0kb$fOWz z5fLre`T4^?2m)i0Ly{(6)HIF$;Q2$>Mt=o*My<#iRIWJRf+_>L#V^Y&4q@eoKl5eu z=9fB^cTDI=L;+5hTza8US&5%=9Qj1~)E4F3bj8MfyVbX()n0$IS9CY4F9#dOBEdG{ zVh`NALDt~v=lej&1}*d^{l`wuf)$DX@9%JQKGJ3Xf+kt}Osnf}Z>j-!E$1)nYeZ4C zqnpg8go#Y+GEz&wxnVruckr0?P-+|Kk>t)B+FG26pNES?Mku%{UKJlICqe22T@uAXvBRUE&cQ;?HYIrNpMY01&X1yA8al2rUP^j>em`+XzAOYr4UqHR8z^DI zB%y4vdI=`Zd-IO~&p#5mV96B0{=}k$;Kff(=m#zFagDb1GZ&QVpR3A~~TE8r%)UqvttW*by_1ssR>J^AYPs&yaD$I@;GFQyB~xljQ0U3 zR|2P+g$WckVqT%e8-F2r?KEMR3j1KS5jHc~AfOUEs2>1TbE9W2FpRZ3AZePM(3IT! z9iS{&zVCm@e*M~muEdcSVMh836I=r0R{C*$SHT<^%UT5KtcS@pWJYE<(pnaJ`+eP; z(NJ6ta+{)hRydlf?D9&QnNswb=^AvvacF?eYRN~IjCu7Lw2&oUjj z#3Gic<0e3Z#=GvOeQI#129>+wc85Dj^6Bx@iIjQtCKAoU!?*4GEtld&`6|_Q|jOWg#H%IHnUr$g$?}RqBLh$2=#b zXcxIKb-)f_w}X3+-#uAURk z(YRYVzv$z<(&hxiPlLhMDzU(4Y!7WtDzO=`GD0S~SX!Q~=#9dwboJ(-SWR(H+M%Rl zv3T>L`!I8rk%=eu*ddR&uAAEQI+b5t?7y8sE91vz32~x7e+m3VueNB%tja4dIevKE zolsl|#cM8`Dx%f>TW+I6(X4mr=_OZ@itm+Ui6NEu&%l6>6}a@L%K#&h)n@e${1=eN z&X{vin8;3D0+Y#!I1zUnNSNl1hpuSkr{O9B4GiDewq%U10*lRa;{`_?sm+$ zTp=vP60{Hh)A?qPYh+N}!@UyH*I6Fhrj3;*2mkr~N`?~UADmR;r?iCz4%kZ8v=Z}^ z+~5-2?1baw*RM+IPnE=Xdqm$8jz6dIli%H}7h2XXzqnd##y_Ym#D3fKefkX#ANG|& zlJ$=+3WlZKH++kZDh(+xHe7f0DR94)@8AZA#F247PNr)Y?m^rO*?(Mh6)m)=;=0zUPAr#z~d@nQ<)+aipOC z6$*x;c135iD(lIa4s(t1bevSaS5KHmrBWs|=W-n3yNGlB-47w8dx>tU@cZ&H7q>Z1 zGrK!|{&|Fi9_dtK9lf~MPN$KvH5Dg!YN8S&@fzXLYs{U1f)GOob%;06;8^_&F(Z04idtJtqp9tX(fG&Ada3Jz-&zRwS0#^LHxoU>GP(cqB&6sY zTLN}3!;(DjSw><_@h5QqLC`xF#7x3CTuHWmI2|?M=$+2b zl!S0}^Qh$SSLs8jRg?;D8z z^vQP6#DFHy&`VQCS>QhN+a#3k%@-JkVoyAy%1;6c%>;b-*kXojB*vD8rNP*ma8bih z7AiA5T=|_)kl=PR;N1?Ha!ceQ`S^=3i{u5;&T7lp)E65iBeUELD(WqL@M-tHdBDpO}bCc~zV8jwiHtwDgzZI1Q`32eEa{3I%xOjEWS z@_9GKTbmE@0(hiiJ<(S7uz0hgG7AE$gjZx^*jtZ!i7Si^?3cDml|hQ6d_P=)FL&_X zGN39^d1H_SP6JB2ZfNd+{+m1!DpySL;i%pezI5$eHoUFM%l|x+^$gRBiAqNR+Qa>R z=~^u>r0DgZW3tktw`(CTvJ@RJT42n@Dj^!j<;d5yzUWmiXVjil=^udpVyj?nXHj4{ zSvk&Go0FBzw2ZNq`!C;@v%P{&_20vBAf_nkX8L^S9y+JPH;A`brQp;Wt%hLcyy$+D zhaGVd`+Q{nzG+jx+FK#Sx<7k*{Bv=T*fj#*KfT!dZC=U0J)k`oP(j!1@TUdlsVGWq z^^!HOl*f4qjx8SLe9io!_mT^@UtL`3T)34NM_X0bC-&&PUb6+( z`;-YyfE$HVNM5Q(1?qv|Rr(4(Z>g{gmtLxl4U+lH>3G`g{I*Vg5)5JSXmlk_EyvB_ z>jE1RUM)?XEvU5monuWitUk{c4FZ+)x{sI+i1urmmofD)>o#E0*y3~qkuBG>LOxgN z30} zj_A!-1V=Jaz|8^Yg7t=G+2bGg&iyW2u}eSpONg{6`&p>mF0CQV@k;;~jWy4~*5mn} zW6_IXo(di%o!O{EQH=Z^fs8LcW2{c}6Wvx5zj;HUco%%8zfp$c0@y@IHP1t`5T4~k zd1fUm8h2Cd{Y@a3=WQ4(>=mX|7x7usGPA+*eF7EJRd4Kvge&y^ zOZ{b@m(s%pMMG*qyiZoemxZ6Z)3jHgQJIHaraTGr~^%uo`%yHGC{Vw`~qdZzwR z&8tz9)-_?Mh%9+%WLC=kMQ2m{khA zT4DT>M}Af1*SJ5qr%T(igd@m9P6;U9uj#oL^ommzZLNEG$b^T;sb(jtskCW-ART*p zxr0*!bEmww6#2%)*@mW~g>XYY82Ite&)eT@$C3Fb=Ct}17$>joNT?HwoUZmlmt_h| zUMs&*3UTL|$~V(Mosc2S-|co(r~S!o`55QX}8=?<>Y z1k`v~z%-RQ$npl#n-{=S8f4y-r??8mG$eCc!t)Ao(qoP{Ey};p>$t!=BDAoj;$5PA zHON4BoN%OW(0dsn)FL9NcPeB!95krDZ45qV;-x&}bQor^?6I_l*c!HMzA1n+Sxfd88A#0E6w!o<{?`-;Ws~vyb z=G@a}8fS41$RFoJozbsnL8g3fJ^#jGOwO=sx(S=%8J-;I9i@da>U zXhi(&d>W0waq3{UF5y@^v49SxZKq1d*@+`X@Y}*`Lb%L|+rU+v_=TJL7vAL4M;)$24w?eA-z1q}^pIH<5isD{5wfZ($qiWF` z_<82P#x8;#OXp7`-#KH-=FHkZzMmot91PwRipQ2=F6wG}u1S0p&Jj1o;sC1C9sS&D z^|TY|xe3X@UYA+O={8L+QFN1Y+DGjyzMbnTDxD=u%pML2SJhPB&I)1@7SJjBWjF39 zlqIzM`t~c9&t(ZEzm5f!;p{}^v0?}W9(Qbte!{yUUQ|@j zS^IL!H{Eu_u;=pHkvTgg_LWh93bhl$vBy8Grs4eyoZ)m#Zu7r^tGf)gCeRd`+!oO5;CY#WcL0(_W5zXG9pJ-x|ls@X$-p*XImUB{3s_@ZIjaJ=!m#<+IOZc>HZ+BRD z0Y;SO-|xY=<9kP5BA{^e8B+ze#!$2H>BRM=`Y~IB(DrN%NPU!(rEZbaU>d|aEy2|P zG`qOw>#lRet?S(Tz}XmRmLZEY@f9 zd+TFtkgUtd>i!38m)!x@r>hVBEPwKUc+*T#e%N$8of>s+T1gD~^jH+-ZT~3v9L(sM zv02locR3H5=ulO;R%2IQQcD#tM3FJFYZJ2SmDFd?nh8z)t0jVDw#p|5+Hul-_M;ypFlkEBVa35 zYaAn}CVRHc#p95B?>vn;0Z8K?c%3w)($zrqV-X`T?SCrr_0U{CPrCCY z!sMuFq&FqJN-)iB<+1NJ*=jEdE7f+{0b?}6Z7RYQZRoswzlGj*bxg_d9e*B0#7B|H zU@Pospm7cEmlCD4(IoLfD_;mZn3q-bduNBz7=#Kd!Ghm%#X*r=d%j$M_YU&O1VXZ~ zK?T{Q+xr+&tN3Z=D7Lgri43oe>O2By?U-zM$s_VoU^Ww=qU>3_4gN76=D40!+&CAc z1dpwBJ?mr*CdE+YkLFj7t>mhR=NonGAzX^l1A*86J5?Hp_sXCm!SIo)Qywz^c~FUb zM=R>sM)N(E_N>_v*5vaV#~XHGQyKM5RF12M(}bVsGE%61s7O>x#BK9V#f7@`zyZ4l z2!mzcVE@}-DA~t?4cMuZ9JprM@p0FZ15J#+fUnxgsA0NDy55jk+^}eF_=j3-VIL!CwT-SjlR-6CmVqXJCsMFUB zs?+b^a*C>$4hJ2Gy*e#wGQ&k-f&kK+HnuqBy~NtIi`cg>PrZxj?wO;#`07>`cXm7C z)E3=VB~Dv>^^=%@_#;Cf;|s}5ovQhbwWZpa7H9Yjk|e4wS0x+12wj9898YK#QFP`y z*ilc#%mJ?6a>N<`B;=cy>|`|xLmitZ94FrGF)5T<-1~_sUdrcJ?;Q0dUT1awUdl*0 zdVk~=geyyE9_cguMtIPGGcIpiMQPkukj$hqLXotJ21k$M-WmSD0y z$S8V5n_m8Ny3mY+nlg7y{U?htN1OM~K5-SL)Iq)Hss!gy4ZVIm0x_H5EIwEfPqeK+ z6qTg|nN`}b2^j}l8Z@cCQ!Yp9PdzSuIUhU{i5+|9DKr>K9-Z^CtB2)`z&&WOZh>fl zKjBA&f4^|Giuq#`AuRP!3L&!RIt4+BB|%qOcL6kvj9>Myv{pA(6jpO5jWe3))^WyS zvf(KnJe!7lK(o9qF}@>eaI%2sViSxO_)%vWdqq!)b6ed+G9N-e+y1V6MS+;N$an;# zeBM~nY^jD{&WW1H@(IIev(XNS@3D~}zabPZ8;n@!K-St0*cWzflc^Os(>gB{BkbT( z3ISH_*Jqt>vK_eTt1hInW~RqvSZwtGd+2gw_}2WbJHi6N3XcdrZZ!_7j)^~j`YA1f7$BhYBOwj_w$5Ea}uJc8QcxF9Tx{wz(K)+Y9OKmY@!?i1wdU4gI2Z)@-VUO(E( zt}Zn;+SO~TapARcDSx2DF@~4_?pH|0h-?5*2Ve5JdLD#`9 z;48}$Ut`z^dc#H9(#z^Lvi7H`p~COLqf`xmxGjf1Dwpt4*JV)hoXrF|?)>8Y z|Be#>*UcHo!^rMID_*|^6m$%pQqnV8crhH1e;soKCLCXB2Bat@3GPt1YJR0 z2FX~bzID6oCCd9TcoJQkqBf6hrjQ~a@ILMrZgZ?-u}u)wuFF{Mu*4L=o8Yj~ChqWG zU$xpNt>bu3ltL##9fkXApJtL+CrDv3HtFIXjs}yRyOu?P&=s;JuqRZ8i^4j4k^A_(I8i@DvN32Z4zP;7&de*Nz9(fw3bt_p1K`e1;Cty*z!gN5~@?`^%g=3@# ze)I!1Cze-hu#RhuQv&3?e^L~Sx}lTF-asuWt|W8NipzeIgO59PO|AolqVK7*wCrWG27GD|^^ zz#75^pau5emZo_wbM=u^GSFlmPpT>oNkf?rcxQdm14-V%Xf-?pBg3IpqYU?=f_quTAvI%)epo^T#|_qc6ZcCUbp1 zUITNN&uk8Z=gk{6BgL!#zY`U}2V1dw-m;5LsSGT~?+f^ou0wofKK@9VX9e6?W}UC8 z{u#f>=qff50J&2=vuElX?$C^w3a-EpL$(N~W8}|HprY78k@J(Q@|2*Fl-020=02gp zb_FV_?gHz%Je7w*KEcC{=YdJSP}I7hx-;7!IPz-0e`}i; zJ12_@0`ri1=Yqnp15joDL8DyA6l!#a{`#mz@madSy;$rj#B?ID$1<@h({~Q{$kP2f z7Q7$(CkUu}&l8}8D1tj%T`!&S+`1zz5cUByFf;J(sp9Maj4a992-_l-|GjQvint`O z!~Fa6Pn<&RyZc=hQ;m{nTN%>SJ9a^>NJ}}2800*%AzJk*Z{H%>;l!4d`7xLO>0beA zEEXYrW6_q4vC&b1(fr>=X70;)MU1yo>WpX8gn z+=j!();$Q%x$_92{<(|K$o1PWs3l@&sT?}mp}9f-Lq-97ZB`v${V$4}Enb=qdYO?c zG+pk@W3*_5EO0gl0CmSxAkk+AAS3@;8EU_VuKxuY5x(e8yNH3>a*OgLsK-j|3*$t) zV!l1$+m7E3KS9cEmQF_cqNxCH*@H$K@Bs=`AsNd>bsME%$2qkPJ|86*-fuxD@|DCO znf?7>RvQd3gFBB3>@GMYy4oLP1P_y;hQ<6hHdIu%!1&SJJ#@rx73i z>GJ;FH)NNwdMhB!Q``htUR?#Rq^X|35;xg!18aa!EKgbw5tM_cl9oyJJY=Y+eaU!| z*eELe?Jr*-7WVWx@=@VqTlN3sA7D_N04b7{ZyWi+@+3MI5@cy1bDDDA{ob;eclQ1p zmo@~DcHuw8CD9T9jPH=4-c#DBK>_D-gz6Ovs*S(x@oK4pyVd-@g~^b8G2xuxl7qIJ zIIon@Rrd;QIAF-8o zswe)K0voliI%{|g$Bkh)ZI4$UPBXF->o;CdT{?EtEgAXMr+gO>(HF-l_TLh*nK|J7 z+>6;+8-!w?vJ$uA}J^Xw~Txi2|yB!0Tyn zvYK2jKtR%yAW$KKLL+Cf@!ap^O@s|xBSGb)H83X4cVlIM_bl2fFyB35ptZ-cKpox9 zgNzHG&uoBwgVQHGqhp;@QjY$FTFI&k>>Rlxb5c7Vk(L2ps^bzYq{PFU7-@0bT#VS4X`OBuQlxCQ?kK$?ql;Ub)G^5|W)^uf(vvmpo z^6D`azipMSwQCyJJJ*`TK*tGX+p5l$*qUiRp_aGcI6%cC$mLt3S$0_+zX_aa8oQIa z11w60pQ`Scg`{IKmQ(cu=yWjGOp2h^dv~O+!z0+r4fsan6A>{Q>E zD|megD4>^U zI@Bu^ZOxpjTF=Nri~pC0~vpLjv|^&5#6u9eBjHU7Yjqs_^} zKnM1QA$vrNkhLB!?FyOj{X6zWhY4loaMVORUk18uI+oe$=JNeO;Q{CV$&aOI#G^^~ z_f$(zLt=w4q0|eM-gv1he>w-MnTP-Z{}HbSIkq}4kqNGac7Raj^WFL zgfBfTMXK%jC>jchu}Hcf2F)A!iv(*7$!~T1qif1uK{X8a!xb_jxdS>1?bEUZGL|4g zrqCCOi(lgqvBSR?l`g-3_MtpmYXg!pkfVD z_cNXefmUn$unW4bLycMehbK@Ce3*CzS$je8G4aY49LMH`&Q&YW!E{_Kuy|-`OOsAD zZ;XbPJyv9HsIgF{+x1Tmq3hO3Q_pAqUzi?Dp&q8(IFH5(eE;ZS9YGQKsCON_P(#62 zOe=1l^Kt}^;vi&B!LvdcYIs-YN^oni(|0wzizzUtHjmC;E7!`fF}brb*T@|@CO9Pj zZr2B>`~CAF*&SzRq38#O@NR*MR76|?uw_Qa+9>MGcAa2-arkObn*!rO8)WAA!yMfCj&=o4JF@)$VWpHUl>0HHT=FwiOhYD z;zfSG0Hyts@XMlCPKJ0kXT&c$tR(n^#EO<~J*RA9<|#l7^Axqx4)YmUtmI3of^CMC zCRWcgKA2ghq94at5^+VZR>IP-n&}=G$-g(3P#!0)My?5;3OmX?hEH?#ejW+cCun%R z5bOy&mOu5@+_7AcYFiLa0$8}$PdcE!;!6!r4yJ_n2Ir89u(Hs(rUuxrP&PvUaOL|* zqn~=!C?zk!LEBBoOJoE}j;LdH4z^DUJ6Bv&m-(7?-hz2B>fiqsen<~e>cf#>>o6_v z`SNy&#yqjEnje#FkG8#&gHWlCi#R&5?n}M&3V2}M4MlV>W6=<9$z9!w*6g8{Q}07# zEF#FA8DP5jN{(;7jK5+(u`FRAm8&&omk$f|g}EliU$2ozGawt@V4SoD$2`g^Wc^ti z#p=Y%KB;)&jYsvIjYISyNVQmi-uwQJbDc=c;FN=p4p+s~z&j*QcXMKfi;9X7Zo2qIiW=#U*LPE6bu`fz{BRi# zN%C3Va`G^0lKo0EmG~lQ%SrpGwJfAU(dtP8{drR>m*i^@!U;Gr_{`V8wanxtedMIa zuC3kgC)4L$y$%>XwPI&dJ+0Rav>DkfA5m3zVwxH_Rr5c|`DKl3KT>*Sf&$Qr4w`tPDt;F31!PWDN*ryAAvFH!2mP=i_3wl>eJred=ZLQ{U#?={~P8!L&t)y_s&vgB{K?6 zORRiQ@_gQyjE}%L`6^odI9DA%uOrYnnK&Q(PK}e;xHz4qq&vCTNMA1lpgC=|X|T3T z>j!JHs${hWTST;(?)(f;x;au}yWVTd+G0T0c7IbXremTa>kx;YS8bHaCdwY@I-#7$ z4He0&M(XCpBJcN8hE%8BrTF7Y%QhdF_+@+pa}H`s_n8>gNt zdAmnaY*RS3FwdK_G8cfKR(*ISkCA9TO{$kogvSwG|WUSUX7gh8Z{mh;>AX=1+Vljj3;7-S1MISME0!zq# zHVQyg|4UWK6NFnHNMmqqf1vhYagYC$fcTYNapc*cv#{?wI3O+5Kk5IiWB*q#|KwNT zK6qwUVdN9YVhn|5T~GJ6Jna@-kwEZ_T~?ER2|p&geq_{CebhMB4i3GxLNsp+f;JfM zo};=MUQ~Zl7uWIS$#$pelk@v;eKBy5`c3Bn8Lb(}XviY}?`+Kf^ zf&19~7h2@6@&faTDsG^;q|JJKX`U$W`4Ut2wE0TaU*rsBr%=);8I_q~mS0gWWjLE+ zZ5$SM5d6bRQFPTwEu$OLaU@x{%j)F+>o)$P{-r*C%kih7x!Ncvvk~gdr5wQzws-FD zp6nq34laLPf6f3T+E4S^^1A$}v1hvyHLRL{I%1i(|MIhlaYsY7vd7w`{BBk)KOctL zY~=&*x?qP9M{CbAS$)wF$k}$zA&kHfldN@YZeAnFC}uG`m9J8MQCT_qJSrhg2ot~U`YUX&Uz zB>U>gpuAiVI}VdSWJ!#VmdW22{88(eIoW9YrjKfdE8BUf?U5uwf){2lmB!}4tW=ov zQ}rHH!*V``r7A!q@IQ-pNYxh{Norwk>!URPwfN^URq{*IRYdYT7r=wAMq6H^`ptSP zSHL=JQxK|Df-33!b(7WglhBaf@*M!3-WSa}t`$QQ4)P2tXi#djEKr zFGkQ|j@6Vm6MUJ9bJHMwp29EP7p$L<^ZVr1h_=G>PttYtZBj?SvfGo6<1=P2*VC3u z3RCBtd@f9%U{GP8!KwGgk@ugZ-G2@ga<}L)p*$i`vR3OTGELgG%w6e~-kpMz==ld4 zw+-f@R^u2}PUcFFV}YBBBuh~@Che@{#idG@NMA|rwB0lq8 zF(oA;q`|i+QUcb(aMhHW3Lnk=Ea;&z(egnoN=?PG$t^2spl&6pB)#$no~cG(UH)C z=kwC)9WrIai|(4DxMXq(W4d0Nx``ZB?fLJrI6xdp>`?8&SJ1QAvi--gkxYwaW&`f) zZL6H`NOu?x$$rTt0|@$s^R1Y{0P)dXFmH)cQJtYDXi@ir^! zVHJ)IM8H62sVC51e|HH*m?)-0RSO7E1v8Oup$l5z!Matlc1w@nbUmDFuV<|@xO?3Q z7uIDt1+r40GsC*kna}K8f!)7K&^%~GaW`|mv(*$*k}*Ge#HM;vy40`e=vAVquhR;k z6V(%{iUVAA0hr~*0jyB*X9iC7xKfcx+k5ey^qrAna&jkDN&^cNt%Uz)%pzD@{N**u z2H-YwF{vGbIPDJ`<#1hho=Xr*cyJr#lFrQ`Hn&3<%e-*>fF5nDQINz4mv zC_ChQLjv!Tp=MUuS#!rcux9KI&M`QV@Ncltae1Sh7wFL!#y0U;Dog#hxV8xABb>+D z^MGGRb6Wo@vV1!~3pPaf;({c^_yX*QHWb$PYx=}78e*IJ`<6TPD{;`iEAkYUE~XJY zon37&oEY?{%oKG-E`N9^p}kE0BZZrX3o6WuR48-GiP85dWW2LjJZx6a;@bTtS>0j*N^2pcs{9Pnh6{r?T9*rE-=!)O$9y zD*S&OwPaZnUAhskSWX{RBNr8BpVERa>1(V%UP%wxin^!lSz9{%$~P!9C;!O=4@iya zE7EZBZ&fnUip?cJ#y`r9aw{-;S@r4_KkZ6y<5EvMn0W`odZutc72P%FAs^(SHgCQk zmkS_kejF3vf@%3F<300o(e_X9Llk*Z)+_m4f8YFrpEVk1pT5X^Wrdq!Mku!LdpG7Z=7x>OZ_Qrdk zW<2%~Z5!3A{|K#T_jjP*l~yh&jBp_dkDY!?rxZV(J)Zu1IZ?h!#Ls(UXffU;tZh!a zZQ8Idu(6+RQ$bgWB$)g3&Ca*SKq=qnE7E{W zGcnpk4KZ3?U;EQ|_caPuAzu{}_(n6pyL;K!%w)9vVSTf;;k3#=tK&Pn7e(jD>cFD3 zm+xv`n*i$R1DkadrWv^#8ZO-K!c%*1 zv5U?2G}=^#n{#RR^fuErE-BgA*615zHcMiD(G4^Iy9e3);tcd{Aa_j5QnF`0-&!+xI#ZxG2x2VkwHxUpIke8A(l0{gk94f;Ib?V&XB!UvlxEEdUwemvzh!XZ-4M_B4IfU8 z{WMSGvkoN2oY`-Cc~YM~Hdk1%p&RXb_M&k8(6OsZR;hsQ!Wi~t(1-RN+|l!=(t2|N zqObI0zopH77rR&obd(?NfHl4hMR;W`1U;ZV751O2^s*w&UE7>%i?2tn4y_(#m~Xmy zKFF^&Ioy!HCuhC3n>ox!nswjIdE*H<2MezlcDkAl!)B4Ocy;0@GTlZ^1m0KrI-~Oi? zDIP;^Y;PlBs}M7>s3_W_vW%Qg*QLDIxZsq&Cbc+-&Rq<}(`5726et)M8_DU~W%VUZ zs>%&kJyQG(6H;G2lBK=S$muX{VQ(-V*f~-;mTnLImTtgdX%CIlHZ0jQgst0~q*X~*+PQQh+kmVMD2Lm_VQFiea_Hq#c+(>-&Sm8>yQ3!iC@Uta8>Xc^WMm({7D*<;#fqu6W`s zZZrR;1q$gcx)unTQrQmy!iwcy4@~mkGMMGRB_L+zoS$IqExZ5*0udBM(OwzQxn~90 zt6)B50hvL=4knI%H~I*H;fY3@uKdaK#fc;B9s5!K4K>C+$#gQfc`O7VxTj@)FoYK? z+SZ&Po&Tr4_)QrVxvU7hfKHbD9D|Gt{>3o4(=|&*8P}WhOnqZn=G->h47NA4HPpT; ztvt1zs%n#)tir|~KRJ)LjlY|tgkN~q;%bsh%pNU_4%|xQZyDn7zY5(U29EO3Z#-_I zy*y8nU-QK5(wZ-2C&an}k4^#CMLh<@=LG3Dwv_~bnwjwI7Ia(Ly4SFc3^ea~ib}p7 ztz-#rKXuMJX-aFt&l^>Dn;HLmPpDWB^5f+ysi~K)@@#(nCpD&%*SCYYb!=@esqek^ zuQ7`~yM@Nhyqv6#G0j5yXr9qk*6^j)1PAI5t`n;Rt4CI}_0>NuB*tc-e1-hB*Ybn( zjVAP?YU2o9`#zZt=Cn!!s8VX`Q1mA+R{%MR4o3!Fn`Csj)~(HFkS<&MHePFPIJI7f z6Ry8W-&{#1Natzn31yNzvR#s-T5+rESh{5~TCxVW$jEG{v{s8fyBDc28}wNCI6Aj2 zNT+OLw-$5$aVb}G<}oQ!MXC%c8%;+haR1`0a@3qV|1^oxlVun zOBndv%2btD%aDaDd3c&<66(nN*A4O&A&*!4%L{lMcY7IiBC{4QknraGzQp#@wDQFE z2K(b(!D8NXPGt;RKn=y1g>SQ0&GnY&aiD*quiZI+u^l99L^9hi;+SoQHXRWiS&s-c z<)ItA^0{!9wsy7R>$^;6H=64dmvsrrIUno0-YI6Fcfcwtrt1V*`PuXiu0fH4xD-BE zy|E)``cZLQVy&PnBQHhd+Sgc0DOF)Ttj$T*sD=#mr z>8^I|z>PJwTEm-U#R6GJ?|iW#5i8>T|4HQi`+Fr#@^HY^VfoMMPbd5L?`Q1{#pc_< zK{_dFQ@(;U!dbQm86OE}!QE-P9}nT#og9YcC+UUVu;F2*WmbovPWRSa!@>r$u2!~2 zvq}RW4IOI$3m+tzX5}P3+WGCnI|J_a)n5rGh)njyq0LbPe5ODUUC|S(_ptm|`VN82 zW@JUG(OdYwG3v96EeRjoVJLYg($>tjahc-^5JVArMpVN>UWbXj`bh&eZZAp`Ed^XO z*aHOFms5JGr2QL5(*C%N)ksr%I%)f~h0xz3fYI7AqJLyZWnSRAnnQ>5K9J3D8PVbU zLpVikOsP3V8O`kJNx}tEVs>9Rx;CP^L@CNMk+!P#;Ti8>9lv#+h~$^rUy6?Jgwo4D z-uoWtNPta!3`2V_<2$AB#9O|l<#vou4~?5-m>uutNd~VBss6TX64M>&Sdc1$+A3;@ zljewCE1WmjBc8J_4@FfaBNm00Wd>2uB*zP}-GltPx?@UdhW%T{IHiJn)+MW_c9d^(6z){ABEK zw{~&LbvKV27iMt&c4BU^na#!hTH#+%B-G?fgsRyD_pCn?18URul&2dw>eDvfV5puU5U>*hj9f=3Q{nNuh*_!DW?T0mIzbzb({jYks0$ows>VNYTvVo^+P^O1 zo->`w+Zvfi{AJv~L=D}|3{VE}6`z63KZwpkyA&bZA$%^YEOX!qGnFoimj6T5TZc9I z{r}^NA~=vxN+c9Sx{;7lN*X~rMvRc|E&)eNryvN@or5{LVZcPXB?bzNlp&1x-Ml`& zzt{EqW7oJj_pa?e_c_n=d_LmbJFN*_CwSn?UAp;YqKzs4JmUaf9`C&FWp3~@_H)NI z^^|s8RPMkMQu0LoxE(j+_O#mY7%aEqf0H-ZJI-+r>Rz7fmN<=0Ydwt>4~I}D$W(;R z*ZnNU_i+}UdnsLc)=gv=K~(;pyPM-NR3E=HYtkp&YJk)5OWpcg9t+Cmg?r9}?fja5 zKjLp_R$X++9Xb?i6HcIwmor&G;QANfJC=;he=P#{i7vU7U z<%pGI^=(D-UY)XB>~~kdZ0GZR*`_}kl&gm-X0Fs z?C#L8KP}6zu%-?lm|v&bG3n4yYdxM64~{+Lm|45H({!U8w0HjCr3dZ}=SG&9=WA^H zJgSa`*NEm(u-Xv+75Se3W&71ThlbT^V3e}6`(!QnrP<`zV+>v&`>SLK(r|bnsjJj?35`$O=NQA3L1~q50inBtwrKL4oShBfU= zM09?5Pv7WVqGO*+QDu5)hk-bl0+9_Uba3Iw%Kc_fC%dZ9C_KuY$>|*JZ%kh*DOElL zfXS!fjbh0kmT8q7X565dHw4w%T(KAqnrqAif9aWbrd9Ar?s@28(@bW$dqHTQldQ-QMra_alnHO!q%b1b#p2Jr7$>n4} zZ2q|R!XwZ@y8Ub>=$jO5u@T1aHQlc)tD^Ll(Wu`BgK`F>QW$-hKijG!bqhJ7x;(zZU}CUp>R}+E)v?E%2SBz3s>LqBiYv~zEs&Aj=~0|3Bc`?D z=DoCwM2D=FceDQF`0d=jr~faqrnK;gC)c8+&xBFVeOW)b@MQP0XHl;fW~J{N_Sokg+{lpgrY{c8Rc9DY(W zab8$@iZr#mw6K%%DeQwd=pFHU=l!J?kWEL}#Y*@aG3A>@(KQdaMP)Nj=*@@QcsMzZ zZ$>Rh@0aP!*RcH^9z?Qq)H+7FIAK+;QxYP2p4IptZYdOoaZIwZX?a$?mj-EH(HS^1 z?CTHU!#bTbW-ZH$o7G&h<=E*4I&-HtPpN$n3(yyBLYBCKl(L{S+V~w0y`#j|svt{P zOgi`5Bc;4gj4fJg{IK%V3~?O0o(Xx|09Np8mA`>po}d4ywD6?&wr-8!mPP4REXZ(G zr(7GN`DH0duZ*|PYm&x2eJkJ-YX{niZD=I_HK>|CgezGu>E#P2-L;o8qxMJ9PxZm2 zvjQ;;>@9PldU{l`7(J?C6TMHZRlRCX4D2Pczg~mbC8(^=8E&-Tsip7vemi|d~7V=e;A+Ut4jX6`jaD=Ii*TszvzhVxz)nW(dw4ZKKd8YWk1 zulp|`tkyR#pt+YutDAhp7mbW3y+7p6xAwl4KWW8H7>otlWj1A`{Gno`T#TrdURo_% zN_H!3^1*R_bG|oToYk!aERo+Fa)4)c0$BRvE#>})hnOBi2y)oJV1I$2dU%m$eq`l3 zT3wg5^3mBBhFr=D(Zp3B~vb9`1G`R=*!?1M4*?#TB8~*+)c98_}#XI-ZxrQ238wv9m_~6d@5FPwtHw zr>YL14+?-ju$m*7i_XF-<=HYSatmN?4fc8lJ#JOpBml*F1i@4{S)qRZ`$fN{`kaa` zuBQUE8ji>NNjaV5H<=WVo0$v&a`LOzB<->%RY#j;$N6cWfg~#ShVy6W*VlS3|4`^3 z{a!IaXRe^*TEX|_L$M7D!Jnk=WN`k5XhL5c^TSjbnW1MiD|+KViwR@*!q&1RNBJQ4 zd@t>{l6fA*C((yaznsZam$&oVgLNklEq-N|iAlmnl*N6irI+^=`O|#eb4>}6 zQ}8u}kp@NcMp|?Gprgo|;MB&HQO@aPNpO#vW{X{_Q9Q-BjRBP=`hMXi1^`*V#wtuE z6-F73nLx~XUA1PK$@cMn1|cLBm+rK60%sB2F#ss2Df+XL@N?tqRu?Dv-j_V`!_5ne zJBE8K><9Bhf1;L6iZp|H`95#8c2?N!c{H5JC||&msoN2KRVVrINm6*nJX&{VKtLpv zN>~Pfv?wJac;+=oANdC7{_fMf3S(vFHNt)j$^TBe&%t#YGB471{h^+1x2ra`+K0+o zissVloo(Ofsb0e!sdt+jSv8E57xTPdBzKhSVg~cgG@kM94baWM84ztc6M4;N@3#F& zya-wu2r1YXzdP?4&dN2eJ1vtuW%~>Ey>PSS`yCjU(A^Xee?|*Px?|?@qq$QcBtd04 z1IbOl5k25LZLXL{a-@H6w3HU}dfMCzc}RMmQ0_qkQ;m26eKG80a7Kst%@;rUOBG(y z-MsL^G+)M9+!UzpC?*3j0bT}bEK;D^CJ0H_KXxp?cJ#KBfIMyn9fa?=&>hk4@ z?{jkF#68DzFxH@g`W+G?D*voYhL#y?gpcT5G}+uN*YT@kGvHrmV`S|2l6?5Tm6(tL zHS4LO<+J-*!8-@nOn(ZGf0T0O9N(vl^gzyk%^xgxr~faf<@~xSrqbjACqf_Y0PAqe zqqv$+X(n!%<(Y?>H-N`8+yu(o6J@P;O}DFe(rD(}_(x6Jit5{HpEVhur9+D^X$lt( zHD;e#JB~Bh9WZdIKn;h#sZ!c?rp@xmnK$3|p;WFdOL6`7hyVKgh!J5pj(*njl56?l zi>p$muM?-~h|j4ln_FDH^!l4zMny+q`A0lR#kZTLyV7c#0EUYa7|T0C01#n{^IUQK z?lLtCX5K0*1N(FA0_R;|Z*xUI_r+&cz=)B(;W$JOYZ;3%*Bya9f&Zuq3iz|0S?S>= z-p-b?`EuW6=$n`LmE3flY8j!T+9MJpDggzMBm2+FeOTlCDUcA05aDmRZ5!|?+Mr~V z!>OF8hD096NU9v!N)+P=foLkWsCy-pd%GWN)4AYBHI(|~BTJJ9GBC(RtqH*UtY*f! zwa-s2HSct_K%*Jc^XgE$w*ICPL}q7 zD7VV^sUiVF!-~;_s=PxNDfNvjjIiZLKM(Txk3A2=3Ow}C&Q}O7CzVxZpZh~D#ge=8 zhZR9N;8DA-L@Uc1wx2IFx5Z`u&eo9yy`ktL1ur#^MYXr3F+o7D1q4*RWAchN67rmb!wtu zNz};!@SgVdF-)3~_T=zoNpmIuYWv-k-^On-1c)Q%atW)Z0%K^!VE`s=@AJkM0Au}$ zk=M;UZH1u>?h=_;9ZFFW6$6}Gfr}}AH5Nc{gZPI{9!}|D2GxKm+cAm-R^q;HE?r;y z7C+xfbljeqWX0jWK65gUFHjZ6QuH>^>5Az?{3V7hQV~zn+xXLQBG$i|7mINx>4#&c z>HTlP@xDiBwaP8fQMm!PN^a%GvMIMpaN`ysEdqDK&G6Q(FgV!YD!{@Y?`}J^HCaYn zwMX7SAJ^t#FJNeC_Q5Y^RMimI=e zJ2jX!fA_}}Qf{HrCo`gi`r&1;vtw&ylKJ1%_551@A*Aow=btqf=T1@|maQXZr`PJS z$#^f1PUK1&+fh#kVAzwWci(ibq%=eh%2Ms6*=vJ(V;U=K?J@TMOB{71Bv*%o^QRwE0w!E}J$d{Dds+#cUudi08 zv|ZI$g)zX6K-QN{u3+_1+=!UOB)`aBpg?VpsikYiHODW$1g%Lu=W>5-I2d>;g{5nYm+bdu^dC;c17jfF0{)jPrGc|jci;{2@P#^) z9kwKXBZJ|*sHcw+h&F*9ONGEhzCJn@Z70| z2CZ$9krzacHPg0d%fMxVo#d*ljsGq=)(A%Q<{Zmy`7E8JJB3lQpnX+!V=+MSqGt^M zU8uIJ4D9g8L&~1&)vnEhI+yV0K~+S&ajkQo)sDMklw

bi~!6VoKhRl^`0flps!3T5LC)qZ{;TdkZZi&zX$oTuQkA`8b!tv$tF%{gNii!6G+NX zy$=_PiAnF#(_w*4q(ls5B9TPa_d|*6JN{nJmx2bdX&{kiQ|m`!mW&{qs4i@!*8Dr4 zubdooQc{TCL%(w5!%F|%NFDFd1zIwUC|XXz7CUK1^w*I5s<KgYkWZx^1QHH%`?+la23-mEy6ABb+g&fk$rXkdk|m1OPSN*6wR8hUPHx7`z}lS+BiKV-b&-;f+U> z&mxp*sSo&z(AXrO?e zq?Zs`i)o`~+iLO2Y&_e=wjRAju5!N`qrctaDeXHN1Vomt2;)^xcyOL%CJhY(feL8N zEF?E?nf@>BCHQ@NUXYo)cH5vk_5@EE9k`I@9$70%Lgmg$LgmIzGKJo#AEwok^wOr7 z>rX3fEt2&8m{q#QL3h)`n34cnw^E|B8N&u;HN#rOVzB(f+&gST^2Y4xMkhl=i6I-y ztWcYi2ZT2%nce=lUoBcvb+diTCp4aQQ8;OjOoFBK?r_n}qXLJyTi?5B+PJ_Qu^QQo zFs#ywcW8y*>@zCMx=$DjcmE?%E_HDuYlJ8l*svwl-DfWl191ur12W2DBtW?Fx4jrP z$F7ezq?OvFK$V0G>jc!Y#;km29iC_XusR*}P%I$hpax-3R>(R?-NS2wNaomh_#o zPHT5ij`^G_awE%^N}(0zrRzj~ReH&6A&cCt4RTN}D7Y|Rh{JgSfATlYrleWFHM|_E zj*T(E^(iVzt~V_FZkB>MJ2bH^pH42M2_ml}y7rEo{DGarazCFp+LS?WJh%!a0^>E6 zG@zK{)|*Z~xhQAdqaM<&zj`I6cPPcN%ORObG0V`&iCDj!Oa@XT>gnXH1#~^lHPHaz z($VFj3`cJUY-*);>t{Hej4L;;-?CdM^)wlXKUdiIS}9gZ*r+%yo{+91X99CmKHP0G z{)~BLE`->tcHNr_4DP=t$sdemm}XVB*xR9;?yr^H%}1XpR()VKm39q;kXm+!F9HD< zgsNfH8(pdOUKk_CTAF)1nDbJ35g1*!xxVf!&z6hDh(-NZbDqWmq4f{5Gv}YCG@FA7 z@4DxU2Z7r*CkL(eF8ZnIlm}u_ci};0EeS~(3EgEaW;=0rZNC+-4@tyquB{P`8}#qo zXW4rTxq>tUR%pkyCnj@!%%P7R*Bmk(vnl5K4lG}oTI^UqiqNgR>@Jf9LJRNjEr96C zOt(BR-;%M%v-jOz_OZWAT1ld6)6*NDwlu_fII(;{6tArdxbau=?m z=ZLaH-+I%A)9-WmiN$ez=l|;Jgp(TELW}O6sSg;@lx|P81L+uARGqVW-R(-MeP)3Z zoo?^maE{nk@WoRkWj@ zCM6x@M)Wo>KU^=$?qR_u4;{3^hLkLkZuehlsx$d;Zo2%j+sj5A@_BW`-QZRT{lqbg z%RsFm4I6B=yJ10A&bfZtYJ>C+G_f%4^h7BSIHt-6v^i26Rr>J8C6#0&{^$cUZUyp` zL;TzgR;e2!b~yc>>4&<10K(3&Ek3a;khq01O!UPPK2S!ps4;pBnh4JvK@g8w9Ba~N zdBP1WJ?|`JSfGmoJ7SW%}g|{=t3OY_ef}i9q{Lu$C&tx?)@I=4X~(EX&pn-yrmT z&(Jz)J3=5APc>x+xjh|3o-4&Uo~CAJ!6%c5;FD@jlMnBfzbhBSi{6UOPWxD6qAC4# z^5H9P91hf;%AKh(G?I@tD5bG4OS- z&M;#DZtiRp=@>Y@0&Cm;J9kzEG;E^%cW2sQZELPZ%lr#d-U0i4!4F8z7o_&$C4Jo` zLbxSjbs@k0&Ll_Z(0_6b-#}<0cLuX?Zw8F`Bl}IU>;1sd8jTRVFdpAYX}n*NeZj0d z;tAf%?g-x@UKn}#`~OraEg?PE$9=W*jCb5s7{iRAdI7-~7VRaUa1zyVqzbp$eV0Ca zQ7wgVZTcOCO7!R6OKOu_k3Ms+`KZSZHjOa!JGYN@7=dw_ryi7Mjxf$`C#J^=j-S;;=jmEaG z_B)_*9wt&r1F{`vUhbe_tZ^L18we&e@@bHz^{E`XT6af{XDriuPWJw}v+o=+rbS|? z&xd@(4`2?MFfCEf!iV+_?aYwfu7nxgWf9o1|7((%KgF=0cD10*VWx)Vi_0F4*eK|` zMttuW9kcRDss(P{n=O7o)j3VIz@;1FX64v|L`Q$ z*BRGqI7ZBHb~+ya)t#=LJ(M_@^fWmf>hmj4u$?pG_f8Fx<|Z9L>)wm>q@_13wR`g+ zgpU7HcznyBmIB|U)K*`{OYs_XVOa!H7QDg=xfaxz{2lVYAW?IYL?+-~deLZRoP^L> zqd#Q7q!fsaw8@#;TDC2|S#4+)@kE}6{3m4_OP{bfF(7qIs7?NRAJtzZ6x?M43_OPV zX~z&|16W(#`NdZg-pXM2&4;$E!)cR&%+Qk|s<6n~tV-SunEz%yymD{$GQdJHC=s~C z-UQW{$zhED@`C^IrRxw?lrVD{Dwah#Wk)dimo}$^zF?nE>7_V{z(L(LKNEHsWF+{S zpyIvu#=yIu8W0Pt%(KJiiJlGTIfwK0T%*5sCAAs~!&Ug2=IPlBtV5%mpW_${5|gO8 zm*bT39^$tM)S5YnbY6>awEz)r6?XV@7cX_UL54WDwt~-c(v`Q zbWYC%&Q2>NxS{Jz~$=%*t*R%KirY zaZ!yAxBDyu ziYEi{h4~!FXG++{B zXDxSj`akx1YOL?`Cf_41a}kiyJDgjNvT_#Kfb< zLazy5pN8fIEmPf;S)pTS3JCJN{zNR@=dCG|sPrUtm*1N}fMuZ8DhYjD(?0Y=>T5YK zBK>!YF{KnPV0g8j*olZyN%@sTfw;vTl2|G!fd?(4#PvBwqp9XovmE0YZ2E-jskX!r zge~#)&tqwj8@#|h{%JFVomGhiK!WA;%xF@TlJ}<^czWC(r={hMhSnR*EN?;1;?g84 z&DW~4V8t)IL zqUwUG&-MsJruL+Sb(i}=W_PBfX1k%K zgxhvoO_MpWdshd!+X$7b>Gn&w+-OKElmY?GPcI#oq z#3Riw`4V~RN`aZCGUZ={N&5sjOGf;5^>p7Lb<0GQUWu_DY6Y&$6fOM+=$DA7IT?)b zK*N6jBFFFVFE`e4T#1r2^@N%e%-=$)U)W46KLN_!KM7rHVJ#AdqA+^Ne}Vz0rR-($ zCA6npZ+I?KOWAKOI+0qsbm>i6O%0p($gkv#$cO!O{?#|iSQ%+)o?oVXfPggGPB`kF zXesZ-(z=&XuO^}_p?~{duGAUQD@F01)3CXRS6|&AjHrx*q=`t?1%HIHf*ajD6GE%A zEB;=JxmA*=S1ct&1*loJK{>hJVyRw!ulAiJZEr_xmXFODH8Zd3x8D4yE+w?Xo$%iD zLBRQE{<2p5;X!aTfmFKAs%e>j29BG3MzESs8XZI{kDLp71RbfnicPtNX>yniQURS9 z?c25Y&cK%4oG?uQcU6h3yuf}k&vI&d424A)$h~;$u@M9p5jGsPr@ae#7ce^8^DIPV;sI_N8fBnHxwyLHc5FD$M+ni95uC^Z?( zd^-8kx-SSt6!BNHOB z__1I|a#>YybYnv(<_A=S1R-E*^Epb*D#fB!atZc6STmR{b z4KKq_llK#S!WnBlMxs-?T=j`xTQ&{Yo*(lycnq>Qkfa+Srlc-@79Bi8YktRm8bBm+ z*9d*|Ch{OVb|&9^0&Y}Zql8M|^~oEv+xg-1{2GjAoJCV%$HV4sdzMn8$tmEI;(n&T zVNEI*J#5t~SCpP=T)ex#T`BYVr0=y1nRL(O%nP@Glh)@vP1~k|N*VY1`Ri{IpQuro zH91ZPM0I)kqrPI^H9J3$g>4;RLcna`M$pMe3X7)1^kyfzd6#8T5rBFFlu<+Dh{O}U zJ$Z_A*xNm};57=jhLgkHefwUf7S>MPT0*+QXUgcOVLvvBRwX_?#_SgEt<8h-JCFATQLQy;<(KB z!Ix{=UyPSj_6<@dfrnJ~aW!ln^C-Ln&PhDlMfPc7g3bA9VwM6ssG&=|YomaFiClM+ z7QLoo8!XI42Pg|@S=c6s8I6ePW`&eh|1W5)f5Ver^T!VgHx0?{ukPsI1QD0NKQo7Y zr_A6+;3ao)^7(9o0?s}0gBaTJq`Rv-P`_x=ms>vG?ZVNaxyLW?j6$VP{SEgn=0xjj zw(s+~kH`Ccc9`V6DKG6nD4iTToKetqxb}F@YZBVju2iD{1Nl*yIQu z_cZlghD;D2mg!W>Q9M%%(NlU$GoM_D@5A0*@(Kwi>I{N ze?|~Ja_13!KKW=#)ClGg?ta`wSVG6(ui@}4M-qEMbeZcG=pnlyYO0JSTb!{b>Tj=bRW(!rE z+AA?s(^6jcNvVhB+4`kZqES(#4QDlL{?F(qU}I?^FB1(RfEo&O+jZM6YYad>iqWbu z(AoVZR^jqKxKt*EgyfGSY5X8I&_VE?>3cTze_^iYvm0d=t=BlE}H&2OrQR@pwO6uU>;B1mCqv zXdj>PS7@wqN(inl5g3T~4N1N$M(dP7@Z{bhZ?5Vtzn#dya@NE3VjtTC4Fk@(qummZ z{O_pxJAU=&60g6A7||flg>nv$xI#v`q)Cl7HlIM-X!nQW!)g~%|5=g%EgO;|pv&L3 z=;zzKyj!EN5!F@(q6<=y2ux{EMxP}}0jbtm@STDfoEa*qOIu_XpRTTC3-W>=aA`=? z(?4eFd9~l;+`+sWmD@p*;Efq2!XtE-&2A#&v*wIXDCjYGshfSDu6dM99SH{AmZH{k zhFq;OB<44{zStcTckh?{boNKW?O0g2g}d!u!?|NZSJO@K#T<(IB+|V+*n8pYGZE_3 z+O^nWc@jM8?Ut@VPz$OVS;>9KPw<1PX5;}vIO1quUR{P~$~On{5Tb3go&f}U(f}UL z>ZZLX?t4x>cS00)CcW}*Q4*+}Lx>Xaj&t6+voO-Kv=Q{+l$S^Bl9;# z>w*3>6zoyoTnwJC&WGk$Nby$(O>p;(t7t|E8J z#Wlq8QuoRHJa(Lr>SCt}b&Z%yG9X@43Y6R4w?w`v zH#kHe0nL>k>A`|YIy)4u3RAW)C26hHZ~lNg%J+q0F%Ri75KHsmy@tUN^yTioV*g^L zpLLQs?s`=285tl|#L9#`>l%!aZM z|LCWvRKE{hV?5(gP%LjS{aOtD+Ulf@`?+WAb<%lV6TA?ex=~XTlfw2V4~h`Du%9+g z8o8p1+S!t3Mw_(QP0E8PPM1Sd^;lvZsM-IUdjUKGjXi=Kn9LVR6eW~4KD`BQ*(>~l zA1zx%!cKxGueR!Np8$b_GLv!%)hcurTK8~QE&7&eRo|xGv+_=6fxeHf#qpOJ`d{9lF!l^*esd9AJUH_h# zgFIp~G0S^GQr2yv4rt28tfOZ~YwaIQ{nJWqM+c#dicQDD-qbo*s~4;Il=v65nud_& zE!~JOVXJm@)bk({*s`nisi2ws+GwF}GWG-v#=O-PyGMF^Cu=+*<`<@*xi1b&!9Aq*X77(G5BJ7&`k9k*fV^1*D^{v_hDUpHRMP+N1w!u`Ib%5|+Fd2o7`iskN5AUwH?1tI3MNqlCAbIUa#Xk0j1 zWZIvoL-T;rxP0N+VleKLkxuEiT7Y8C_JzTh;{|@w#-p5L7REUjNoEvQa_voeXJ7jZn3;sOGlB!s_#q z;Q2hAP`%0*q_0+d33YQKXl6%c{~NQ`{?rDYHiYqiehO;Q1caLnf%GJrurwum*+cwH z)yl45gefRR%i=XOy?1~ifa-x>&6?IqERR5-n2M#t)WNGznNwKJZQv;(8OtRRHx!)M z{QCtKht_4gWo{^$5t{9dN6j)n#qLpd9r?(WAwGwga76TnnyLCw6B#dO39Mugj}yZ-onZk8zJ$f(p*G68nZPI=u5HyU0ET`|JBlCJN0A35F&1$>pk zyXBwQ@lwi?O20yYaKRpzJ=T4V1NFjt z7-VY|W|3>E_II^Igh-B7>b85NaDTkxz|=qsOi}OOVjbT_Gi6 zA-lg}Y=$I2E=6AKRqg_OtcE`0_BYNjjksZ&$;E8`V!tO0r>av!lkhWs9#GsWtJdb} zF{<9yzW?tmaf~3#<{(7E2>wE`Q!nTnI)QnfKQ78QR`wagnwn)*9J)*J^{=(~x9SVE zIksqNm||B>VgHF*<=@cPa;w(Ca=)YXD%JM5*+X(zmMG1$06U|xFTV(m<-dNUM@o!1 z6td!%9}^DfRIW3}TDSdJKJlMamd+=H00;%=XNoG1LkkxB9mC(B{@G_kSMR)B8B&k| zVd$9O-?h5+@TT!E;Usbqwqp&NMbJAlq{Gwvj?q`(xtF4_S;gyH#tvk*CL`XKQ*)Eq z6yTA>KiYan829G{ku6ml^V!1H8xFIR5^Uc-5!joIGzC46kD7cW@Y`;e32BeOYhwu% zQ+jn8H))S_wx_uqNf(qXR|)M@bv_;7>UAjOWo2K9f5IF1oNhiqEc;r{c&+1SVU-bf zKf({m`o+)~+0d$x$+R5MWII<;>03D>Lfdv4+My=&*Un$^f}~e$R^^~$v(C|oDcKs8}$+gQFG-t zUWr6kI@RDHwbE}s<Gr(~#eBl%As~krSkhQYTQR@`sOn$doeJu7Pe|2s}CxGc)9q7+Q|b%$j5X^CEQlg=xd%K}^RpCv);66DJtz>)nbd4ogs=aME( zLbO++_zLJKF5S3;=RZXkT`!%O_G~gQZtk)JZm7rHpzP&!;8}!_thMZaQn|`^Th#~L z?5?$0h<6W{H%iApIv>Sytj)(x^Q;-c4z)5;nrEV@)1^L|q|1zqT=sr+HgUq}q6jEN z*%NH&?|>w3O&~NJcSX@}vk;o66LmT$CeZp5UMuvqQNRdwM#JWkZgdAsamVczFMIKu zPbcH|npI9@D?{EVUxdUZ1GGR$It8syC+98RKH*!un`t5GZuf3-I5A33Xd8^qe`Hg7 zC3;BDhyO6HMee2r>1%MY4Li=8x294zZ!4;fh+ zB(M>#X6DfwR5+x)Z_X(a;z^WEzlgA6u`W+h(ERc@L{IriANI!M;mRA22cb8G*> z{cJQF*S!nR-$z)s3a30Mv4Q7H7+_7=0$u`@yn$k##Cl-`-Fyzzy&mu?H4Soas{3%z zn&GqS^NyQk!R^NB1sP0v$4%VPpig8Eyl)|zr={=Jgr?m7+>FI5=$L_l|BJW4Z>EDtlG=}2?}cA^s#*WyLKV%^9|GC8e-@^6ME9L@>?4#OV!WS-eY6P^sxy5QY3{o z4OYgYSOtVfC|-d^?vDTZgc3OZ@l{e~{j1aDl`7>^-!Xx=AK3U<6Vi+B#5oob0{2S^ zwDhd$y@$8xJ7sw)e7jw8zA~*4R#bb)DVAk)lfKT6cs^5$Zvw) z>@5?JM#Z3^PkrMWFtOmCd-oY^%X2he+i;rSe|#^ksmajblY;?x$qsGaQ{EyT>*(tX z2!pad%K`C^E|(3rU3FjU$D*qt!x_Vyw4CCgIVo5>ZpfG(J+RlI7$Lb4c{l6U(c1zL#s zun@QG|KTWBm58o8jv*HXd^N$xbBXoBy|cG)HmMCmH1nhTdZmVhhIjaRLFHcW^(ZCz zVEEW-u#o@@J}{)H2eyd}I6x0Z86&t%rU^L(pg!QylPzibAdO0`NclV)7m=PDA036M z{uh?GQ!$r3sTgcwU2dCp8XBP;x0pTzKhqMM-qRA(GverXQn50SQn8YDEOlrCPR_!# zO6Ri06@2HBJ{uE%Y(g~tbEWe=9V!xKM`6=b&WLP*Hutbl8H zA^$-AT)n-g<=x`L{PfDu?+@_#eAZdy82W_?C9l=y*Q+RdBID~tNZdDXf8N)N^?~%B zH#4i29=#I!851tP_43PCp1uc%aAg=WQmyp(5p7cDt+i9Y=JU`-IcVe8H z&QCvFyo|qlgkn|Rmr~JY28<7+rrkS1%U_O2q#xdt&;9O`=Ogkv zHTSzO?!=M;`rWt6#MU8V6mf2uV*FuL{PM-a_)=w&FnYpJU%*b|O!og*u8dU902XL(6ju4C?_Tk%0cwH!K8 zy|SS*AOWb_H9)c()Z(qrVG+XsyMBXS=XL2Ick9#LRtC+-pnSZzngtGvpZgMezesYn zUwFo}=95p9MdE4dzel+nJcr3s{Lk{Dd$~w;n!DUmhS|DcT6`_> zjF^^W@ity^bC|~OMgFq2`bx@mu7iOlpBe@{CMJm@47eV)-W`MXuBl+xRU zYF2k@_N)Rm%emMJ*cRwp8WLO_>c0Tr_Mhe3v+!GYmeh6vey zhIHBfGOIh^kY6C3hAyn$f}Vr$e^_R_pZ;A=!y> zMUM!Lyly>VS-U6*a(Dv`@k+S?-FBx+J|8S5v(0y<~)~# zCSoc!wA4hUa;{OXb5s_*t4ufV#r#)FDHlRT$`QRYm1jo7pZ~K@HB~W-e6iWKrn$YiPZiehf0A1Z%UW46 z2oCwg()RA}2-)o=Vp8NncS(?-F|lF%>VfsUx~&`V{K$BWVLq9OFMsgBhqIDU_NzBy z;Gsm(ZvLUf5?zep7eW>>eQ0irt|aC8Z>`Xy1*HrTX6AG0NRWtGL^*)pFG zspu|_Ta`A|48Lje^S2=_z<&}vQjcc~(IzceG&6ejf8#yXl1MMRG&=v~qQBVd@OT1_ z0F-uz;Zvzq$`L}!SjYw{f5WXm1voCCf#0%Z;pRHG) z^nE)?y5&FdN@=}@|Kv!H5>lSfDfh~S(TDPHM6Dzr*|lUC*tdpzP01{|L5r+lJ=LP} ze&b$R(DD7oX*A1^WoGm0@>oMJ`X?+%G5sj_I85Q=YYIaTY}I!Pk87D5KBg94o2+@b z7d`@Po-y)Q`!U9!f|pXUJk4A%RBI*{wK5ZnGo6X`?zV2B6<#~OTX3QFQhYq=zE`Ll zXC&Tq2g#A-;vI4Ax9*&D-HRl9>b@*puCSrX$Dps(;fQ;pFgT^?NotMllk0L%SxMp4 zvA^>fOIUwXIUZ6|c;OaGQ`lH^hK-1a&H+YDkVSDPCrmG7lV;wv=Gu9pcc(Ia;jE8G zr32>*O2$zYSPH^PpX7oS$edmscU$RaNZONrxKX(8uCQ2OVX3hj6E#bed0Tv)>4bZD zHALQAb*hP-uj{HH#PaO%qKCI8r$^6Nufd78?g<;%S&b9sC zx$L436YPL7SXx_AB|gvm>^HghMOTuDJ>~ydl!1AF@NGdriHlDlLn)Nv)6;|nw&dGp ziz83@W0VZMuI_tNXFi<~NWRS`!1-S989^-O+1+dH6AR!^d2gSS23#alJDnoVT5|4@ zep2|k0NFd$_4Ip*-{peLkqM@uOzY`plrWXpodI6{Yl`YgJK)FNuX5-0PX53q#JOYc z&z;=e>YdzktDO5xFW)mvuTnrMQYQJfk5y8~%q~UmLaJ8VC$VlcPX$otr?WNu$>xsT zJ`Hzm{pKHXpt@}oa$t#k?0$l`_N2T*4kZ%1-N45)@N_#Vrh+C_u*(f8L>j8PqtSEn zqn>XA&jZyZHT~|Ce(F$Bu3Po!>33POfJ6G85~okW3BO6ZC40UqEn8O7{U|n}e)UH8 z;J$ourgICGN5YOrS~=Y*!D>vn4RctB!+Q7ONB%O|S3TL$Vo;x91!03@^4f$~PYfhF zY~LRX+cBg}dK-^yJ@O0jlZ|+={82x=?kx1>HYVyefk9wDdKEGndL(`S*Rqw)*31K6 zRN=>`EJD$a3e(n~=35{++*{r+_NE)poD1p_(<>(wlJ3(&eexXN?fg&>`Ujv0@H3R$ zw3GKyG$+rQ`B6VG8XB6Z`@u$*{tcG#$a{oI!oh%?;f?kOf)=j2?%GyD(hXg5hJivR z37#g^SaB`Ek&h~%#pXmJZV?PNK+CN7=y=pd< z|7aSms~I`J{}~7y6WJ_3c2i*WPlOkL_$3q+Up~6|2T-~F@C(iVlWnH6svf&zE6HE` zc+9Cg+lfh~{#$Y1tPrP`mbfA3t=$_rm1}!+Z$m~e?aSr{k!iNNUkGIhTAe~;>y-V#zOe|+VC}<&uTN8M$MW4f;sl(vzCnr z4P(L!#j}V`+S3{n3)|Q3>qnId5^he94VG=XXI%a!{BgZ@m(W7=JuOQ!r~W+$!5|L^ z@19@J)Am=)`z*6ImOGsEXdWGP&1F>bmM^KTdxIx%H30G%L-jl8dm(}3G|_j4c$y}Z ze)Ss@fX0Y6En1Q!0nO!G+DLQqVBG)D)%KkyOCP#nEfA*)E%~e+KDg9);v%Q?sR)ly zH7tBEHJ>&}()*W!9-*VgRR90*VLOi#?x#f^Iowg9pNx!GjUuNY!3Ec=ag~6HM8Z#g z9^ZTC>r>xF6y6`TQb?d|yLhBkVd)G)or@STFPrGzF`L^0_*1zo#V~;gj>^V?C?o?i z?-U8|!01@()6u#rx_3s7{@N}BwsJH~pV+0tT0gO`5^4UVj+U5{p^~EtvR}qSi;nL# z4dNz)#9{u&2O*a?#s-=Y3fSr%wDx7@7b%B$I1nU7=~h`6x`&+W^; zQ$UQ-{|A2>m3<#8B|v6mM!^%-$Kd8|&8)&9=+Sz{kLXEBI%Kd@Ysea4{K*5pQOEt4 zua2N3XgLvqm7X}MlT>u*E^pY>3V?|Ag_25Yj(T=F-y%GLeFY3jkC8D><9G+t?koe- z?v|8CsH+{SsA+3;F`azzx|Z?NUqUt`gH@ytc}*i7mzVP&9k>_;%R;o|ybxQ#*E2sv zok0Nx-`zW_n`WgY}CzEbp zbD1v^9PG?sCxIN_Ju73X7c&GZOJDT6PU)u7?y+Uab7-EOZ>X4+D8D4o%Zq;Js~1xY z;2bTgm}PfOmtDjGFfgswQI(OlnXVaZ)B#@Q#7X8%v~~s7afhgf?@Ood{pvOy8eFN9 zWN^@BZ;0*y67qh<<5xADpX_~1R@q|& zfBseETO2cfEkc*ps6{}B0-um>QquS%$WBsRT`-Mg8RWZ+p&|$q096%CGpqQX@WnhF zsd1s1LyU+1dCIzKzxLP-?H53rbGeL>tG?LC+H@6XQR44$#3eL~kW_KS%3lyPGry1_ zKu-FuqvlTnDSYDeym6{%B)>ps_w+`W!*rD&EicPTl2GP0yw!iyD_J4Z*1eI#>qQ){ zbR=I$qmR-rh?5D;;f-Jam$t&T$;w0<1pot0)KyN;xJdf~~H{4bpv4Wzcap9&l4>&o+d;`eifM`#joMf&SUF!=4un zDeHYjp%E&b=T9~#m)N$BKB)A>ogqq&-m0XgxDQ&s4+(kwp~ySf~A z>01U7hY@+5Gbdq~XQJe|=@e-FN?CyaFaY1_d-ICPOuJA4DT|4RM1CDNiS88%)~G2n z^FHuX?-kMIVxM3p9eHGd5f~TSG1!t2U z%cwTAvw+i&!;8C#0|A|iA?%lb=yr?iO1#R%a?z%94n&a@U^V$gp)sxY-nimf%a414 z&cLHCr2iFJm2f*(1La9tTGxN+e^7lL{s&>Y7y?-fk*kcKcsj?hx0k0p0Q7X4IuCTU zF}eojp3p>KE)Mu6l6AZ~l67<_k`?GHI@a?H4(#S@5_`U`4a^LZn97BfTzCJ9YPx** zm$gahbFSZ<5*XbZVut*KKOqrMduW zvk0Hw9uZ|-KS3Qn6Oz@+IMOF6=Gr}#R{)GTh3hjl2E|T$(z>6F$N;3;@7bK7mqIS5 zNCEn%hzc>w@6vnCK7=%Aq;^aiH{F4agn%jSB@qMD=Wi@0In{N(p#G-`?cS`DVy{g% zJrrTm3mBHy4}yMcn%A1Rm86%X`_p!Ln`lpUMcP!!*4|+CAH+m}pepGjsVz&e z2rKy#mFuDXrRM%KzVNNB4$S*?CW;xUW02|?hEhUz*Br!}zOwqOQkG=o&A)R$KkA_cX^;NQR*)Fr_RTrS?R<^?~n{-??y9q64SzMB? zNgM+a3>VbzdT*d(NcP3%>LbQ1dk# zjM*@xTm;&-N5%DX!`*X?R!CCPp{+_m)qowX^UrB2YPg#Jm`qCW8#qK6Qqgkdb}xbf zoBExQ9I9M%?^^Y=k5Rx*6Y=5y$mUZ>4mVj{gMJk`uOk!OV<|%4ZKL@m>$nktV z`}m-x8rsvY2bvkjs!}XWbnIdSI(-v$DA_LDyRD2ldXF4_{w8}Ip<+K-{{{7WAi zMR#js5wJL(=an(lGAHo_rG1Qt{rEhWUZ@mG4x7ei2pviQw+^-}0A>B17R^t9Be5Re z$~hrCju%bvcXjeiVl~sV+}xfo~EG)zIGe7D08__2kfbz~&kTR9^UWm7#L7 z4>DPSpz3C0b-`E^@C^J^X|8YFNX=7ngaPpTRGByDVa+kYEPK;}ix0eSP5tK4vU44H zk)18Vs7(-n8`CDV^9Tcz#Qx$(J~GT-S#C)9Q&DHraAdx6L=`M%G)gX?{`Z!>K~Y3k z%kk)?j7|b!JUA>e$ zyW(k^XG3df&%U}IJpvHBizP>@oj<}p2_7L%bz zn%ioka7Ins2#3#C;ccKyjk)3F=cS1wuDwe~w6}rMGpJNm_kUq4mFJ~}H!S~QFzz?M zUc!^*^(t3K2-SjZl7gqZG^4W_`Jx+v-908oRv+lE9fk1t0URj}YzVE>pea969V0;0 zEfT{h{8*>+=kI{A<&^8!TJ;_s=$JO*sdq5cF58g=q9Qi_f8o@YUO&DUFw!&*CgC`o z9+qt4BV&lK&6Hq}=}C5jWvaCLESYtKt3B$K$U_Z%TNz60>Pj=x4-f(~`s^!n??RfF z;FuSn!rAD;C8pm&q~C3q)Nf?xMotI@yyDqse|6)ag=y#r)qhrjV|<%0gB}qxt9#{R zoP1*5KX!j9_9)prxqKzr%<@T$UDJL!%vQ%bz_6^h5)*&;29xj~Z^CTY=-$FYv-xp- zbqqnk{s-R7PbD1GZUf)%Gxj5Yk7L;{FUVj_U~TfaN%Hai2T-ze01fU(IH%SVG|HGA zOqJPQ&CkS$v*IX%=TyQ`0p*tWBXu+^b*X~BP1fp)hWpijc>zh7>UXC?b&RVrDjhDk zKId-Fx^D`EM^_+^=AWEri*_H)mmi+$0|A@A9p5t%dpZF-L~Acw5cFTUI^P>t4m>Cx zuc8HC-g!g2eJd?<7f(AFy^pU1G&vrK8ku}%AD$s(?!U7 zR;I{c`|WAN2{P6@r~jTy{@$@mg79%OJQGNmsDC&5{DAhu`Qn{&0o5rxs>7!T1*9M| zWE1pOUR1XIIpA&yw3@Wr zud!>`1>DWC+^7Zqn7JzWyx^^1cRg|brKR_j}N)F2lB zT4p4Q=3LTd9Mw)??l)+7+Z@y;WQfhmW3mDY^s_m0-c#_kYQ{RfyPf^~nQIgnu4eQw z?`K1h;5W7iB&wN(chJ;8hzI@egO{Gw(Q*rkklo+0p@Hlrkc){1-IjuvfK$P(Dh9ZV z4w&2b%%OIEYPkh&c2Kor{8Br@Y+tf|XsGhivF)wnq1+Hd{d~+MB~d2wdbEg-tf$Y{ zQ)a=IjDbM}_x*5-KL=x4F5MiR5l5rY1{M%b629VZA8sBUZbzHB6-_me*uqs|M~gU) zJYSW#=qb>il+}F+dI<$+E|n|kgb9~<$x%og^}L}*Fys2Yl96rtn&RzHjpTEyAr)4v zxNAo@*81f4GJh02JUYGaAocn>jB%mTF|oSEDsl>zOH>@g|XCnLMKW%E!lf^m+{tKu6QM_3i-AE^X1+5DCf=>8eHx{erC-^u(bU zE^W-WLs@F=ZtEUXMsIvxVG##%F}^vUH}ZgF-ZCx>8%F|Zc@{q$!C!8=;*@l{{mu@^ z|G>9KDyu1Du_wl}`4=VqfiSP>uPb(*=67{USCTeV4N<$Ba798z??Apa?tP~KZ1q+b z;~<~LGcsbx!nNC89r^uHAJ8slB6$tq#8+DM)pR^t4A}o^ zBM#t}!O$JOr|~}DT?(Yg7aA?G=B!yqB?k%%ikk1x@lR%VwRva$Z2QjK)4_trYR@4G zWmb0F#n(}rO2|Noy!_+*b_&SFVEcPhl81+b#Ys(E>|-Nmyh=Xn+t6d{um%P+YnEgl z)4`hxJd3b~C1>H!EXgvWTM_{nmM+RNUHbV|43!JlPcoYLVP*WK?<%@{{h0Q2>jqek z$J5xQ+}A~Qjf)sP{B#{CVowkQXe%Tb^0!X{-&H`5QPr?Q1wEbkuACk_12ELs3PLe8 z-QA^m@LEMg!per#9w%GK3&@7X+@3Tla zijTvTjN19*pF8grEG;jOpD<=rzAwUn9_relsrXh>*r(#o_~k9IxH^AEV}d2_jbB)Y zFJB?;K5OBZq4#Z7gjsdXX+=dA>$8rseZQxhT^Pi|>qJ6|CmVVzEr~Dk4kaH6LV4wG zV!RM&+PoCoB2g5R)$NMfFX=B8}dKf#wRVi5>e7;Bw z>{hovY21Dy-EipD5ZgH!0PMUP{1{{4Ea=z=ZAF0*w`>AdgMYhV-f%efIjPtz0y>O=1_k@!eLD#tob14G*$KAd9-ukt-!EKi4`G!rQ zt*eToqE5*S%$hiAx60GHHR)=}YuvErA?$}2RYFAOE$tSF zz{`I*hnIuKZivoH-gGoyau&F7a`vOv-bsIXES+bVO!YQXsl;P7UI^J)I*l4y zy&P0$_c22xnRRUGU**-&FfxuGdrsI#gJu^ewC~5qf2G8SqlQs}X8THoGcNT04A=## z3BL|YuR@AxL(*97GyD9d7uYj6Ua0!c* zVPCn9WHd#b+x#qd{>?{nIqtfs9}>2eD0SIa#11bVryf$~#OT11h-8qUI0BT`ARSUE z6383-f2Uq$@Q(bc37#FlXV2)5Cl~pWX~MUQP47f@rofVxD;Nc+6Otb8#0-p<`71b$ zsv?DyG;&*BY9;ddSA&icZ+AaFFi9@M$A5QCOyz@>MKT3uQ=_w^WmPtHg#kz9F>0|Z zwCJM>-FFu~JbU8bCSCl;vkEOQi*LEtJ?_#36t?`W)^vPN{2$W(Dpa1^N-}Is1Rtp$krfYLe(OvGw4^ck(?5+SHwYfp46wS}~siJPa_v4Q` z_v3M6$#&F5MK|@yH!gBU@Dl&cBL?WZ(fg8{zEm6PB31Z{+9u4{wdRC9XR!(Mm58ym z6I3kk1cHo@fPs}A%bs)zDub<0`0o+H?(j}xf^>--{eFt&B-l;xcA?_7TN29)Cnpy+ z8qF8$YJerTjB}qC>w0{>=yc|u1C?xOZ!c>A3v8#zc|g=nN~#UeBG9^l`3N%#oU<#A z(H%|7r1~u$76E^+M?G=HM~gL4(i-@)N+#c-*87wnP zb#3lyWoE^~yt3n`_IsTVu%ms3*rOwp@p9uxx$7y5>axUIF56G$a|^L*V3Xl8NCBYa zD-lVdb_|99B_HpAE1-7o1}9LKTNaB?HtxBPB&;bYC;WjVe%jpQ>pq$stP%S?Q}TpE z8do$Mw=9axHnJVMk2^(v>FA(pNi@{EJ3xC&EA68)M#{xl70*?>hkurD<;!`cgw=0i zFAYj!QH!(Oqolz}Mx;Hf3$L6pnRnP-`%+BSN{B+$E1Y2J_G={|Euufzx|Edb5jtPt zKap4FK%@A3WdU9WG?{~AtS86#A_<&So}t;=v5&3QB=A99dnz;JH|4N8u2#dumbrbUzszraY~Duu?T8a!;apy>yFsKoq>UNh&el89 z$ixG{iEj@_mCMeoWIf<(v_fj&OF%(eIpO%N(^A|ZcmAsO0?!inuL!I5mSc;?+mC=v z<{`84)wi87W9~-L;DI3vHp_>*Zv(n@UQ2EYq+&k2;~Fb>hCmPAf*JoG9@;^*+9xxM zSJ?cKNAEZy~ zXgfMmB})WpTFzL~Q^Hp)g_!1~RIY-QSgTH7Wir0FP76x^7TyBgdG$`_;FM89ph1p5 zckfl9;;cWc$N%dNQe6fcuKI0^sKd)DMnh{%i-hgIBQZSFUmoV(k+h4<|w4t z%f``5^jnCKVov-A8jK5Mq8E;MDm3=x`;JkaPsR5fy}|TEeSnS*8G-?1T?~#F=0Z6y z_Wv*Awu6-){#3uI>4=F@tSx?i*}R#|7r0_g)v_sUf;nj}X5+ofW!tiu=5M9T9yi83 zut_%BTpAKw(3&UyJe8JT_Ga2FTD73*s{+<+GMfr2C6+!xr@Tu4Qcg}N!ZrH`gV_}d zK8<#X>7PDA+hDcE4-;J*-w)Hs9yosr8GzK1`r|M%PaVVDTPCu!3aFg-th}yWJL01^n20ul zdA6)zT|e52bH^~LwO{3?+BXka{`^e4_+dFZSsFvYbE8@ohiiMa*#O#drVW2wuKrH7 z@FMv0R(_|<$9C)!{5oMk9@t|7S1&g@S9R<~u=q?6_PV6zT1`M6qG0d8R0~A@2j&z4 z;q9saz?}1kob2Vx!wnK~$Quo ztl7h+vMPVQJ?^#Bnr z`BJ@%j?&&Uw)qDYHTA^~EFxrc&rhH+vneKoF(}U(ctv&}T9zHi(j3!|0r?<^=uG{-;sxK8qNLmFNF%=Nkt9Fwj*vwwx9_#vfA3 zp!e*W_+ckb+##j#@I{hp-0tWdNwa|~)-O1x{Rf~H`5c)n&PLwnFU`L7Qs)?j5pwOU zWea0iw%I@TUk{}^s1|X~qI9l&=L9*a{HG(;~c5_5L_Jyi6+KEOWuBZAYT2Eid;L z->nQ4OG)aKY;!WXh!_)GE;PvSmv5 zrvfdYBdv541GWWm?`-j-bgEh9QwRuB={RDPUF=!p{|hoAc2EsX*fBm_QhsIIF~;9J z&+wDMss^Z?T>Gy&84z2WS)OV%VR?lU&@!|}1ea`kYkYb?*o`dx01o67rbn+kem=;9 zP9VM$R*X!%L*WbxD2fa=-$HBYh>zv&ybLH(RP7gZRX(g}KWfyHi)QR}4bfS2iFJ^} z_+RcZ94NC{vw^!XFQw~=V=BVpV4}0;&{%mYdQ#DmFs0>54VYi!?T9g%IzZqbRh1ES zHGvUz>?yQ&8lep=+IcsCWKy+^HGZW`L(fK*8aTM7^^_{wCqvdNKEbFyxRc44PVLd@ zX1y8=q7cCMtu;ydZt|W4M08d}%|kMV`*k4av?bk}q)DF)>#}Ls7R&zGmt*)E^Hexn zNF}?5d2de2l5%+EO@Iq6=^Iy$e4?h#>!2TO~m3SycS<|j))H)5H=2X_g)buaBbV0&S^7;w1Cp( zSQ9tX;5D1qK=n^BUm?lF-k&}%RgS=p-t1sKM~2&D_JCA4w#ZH?t|Q=yDfGvd2AZMx zEvaZ&@Aao}N^mJ|tCGL|CM%!Wd{=xokj1oCiZP3<4LCx0^RdQZE|Dx>N!xcFWXe`e zN56FZHM)eawWdTgjju?y$YJgHt6}?MP%975k13Y6u!0<;3;9z6ERQf_mt(4$-R=n_ z9ajaW0B!7=-PHCcy|#AA+C)&-;@5=HeDFogR*cC>IPpLjU6SUuP8&2j(Z?`_ik*JJ zw*dNW`M8zYi195}m_k?>pRD>Ss3Zs(SQLrdl6z-(5t^cYGC<$mtXL|%ji61YiOj7V z{kvrg;Q+op0piQR#>y*BBUJ*kfv~a6Ghs}IXWdaj6|I`g%aF707^Y8s(7IT-I7X55kn*6*ov6a zxM2C{j4n2`x%D=nV2S?W+?#1D&L%gCIzzMQCc0;5!Ej&`@^#BOR(01o*6&bKG1%l% za{^23MUBaJ-C~9n|9C|%q)sPR4z>6IcX9N9ch~ui>FfX(n%==cv$;hUPE_8N{-w@6 zpx1kdMZP02H_I5_FO(+NS&)n#@ZqDenh)af&z|$ra|==As$6qa+uF?d_X(;Nha9`o zPkTT8{3?N9yp8$v#NDK~ti54oQ5i2cjx5*t9h@Nn8=pho<7_XGWOt`VaS7r*IJ6jZ zV&KRTlZD4o)Z4}y@3fqx&>Vzt{WY&4Db&cs?Ss#=f7eoS$<7RtzracDrT>bx{;Nf) zCW_nZj6VbxFu6%t1K4WsmH-S*VA()8&_gDAzr)?CZX5*+I;&Nw>~@ z9mC0tA^1^TGHFE6^p>sDr6HBRMwqw=kmgC@`w2edViTs`E{o-CGh`Og2SNF0tY1%N zte;QcYLvHCOlY|1NKCW71qccPYBRF88Rdx>>es`yqcEN6Zc~6feQ$k-c8*9@k~L4X z2p?~U&;W!)Ss1i67o%etdB;E`gTOs6^0v!9)bTJ*8KaPdFJ+K($d^OypP+gVEw7mt z&Ih|!SNwDg1Rd9by?9*vac#Jc2DzB(ZXWIY0ns+_ge=yZgN+|eW_;>h=IxeSg%?_~` zwtI;n?yce&d=8`clNUAb#6HBm}mX_ zEZk~R6aHC~^?EVFIkb+8Is+kGiCp&oqfmR2Ct zZK&fJlFoNZdbB;jze_{ql=JY_t7!JiP)ta3mc$~t2v%I2w{iK zw5tb)v`8ksqB7LM3FLGVrs#J#R?gl0VI)5IIKpn8`H(L7c@<4&u=Q5MBenI99DB6{ zvz67LGq+o4_5gA5Eo4wYV!H%vNXBz=CTx^?j-L3a6tq)t5K1gU+^lU`uA|Pv_wsc{~+G?44`<-qOb9!*Z^&+s>Iv(4 zFn3NiZ_`EWLD8G44Km+5QWZ9dBXPzby$9_9$98c}7@r{luig8r>mm)zCAtMk%_Z`e zGR*?^c*C5)TCe;Z8UqL0Z@0A+a53MaIEvN{vA7NE*1_XegGV-$739vQ&%A~+A1iv! z>xcpgl^jpU42r=M0r1NFfJPG&uSV*W{)qtT`pie4%go0#&(7sqLd1QKiSrUx>Vt)V zzXaDy@uK$xMLODkeg#`@n{QigU-gd-HWRpJJEynKT_ZzW(p#ILZIj5}>Vwb_r_Mqk zy6Elw&A^ad7ju#B#Ain35Q`J}`B=CS8rx`ip1%9z2+y7n^X z$h-InzsJPV4MsEvz0EWJr{GZ}mFBYhgFpV~mH($&{JMdysx_q49UCfjI^~BrjK>;F+?uo^W za3EieeG-ale^8F0d?4VrXDL4C6%TqDB3>@bC>+;T4X`>~8RnACgdwM;w~v$D0ZO5zEt>(pU5CCaQU9ANeE6FS4$eq8XN zGI%ksnz$u)WcSB$JY|IVg-<*BMb!$R^*Q=oEK=<1mpJcW`cVq(e5kq_u*2@^g?pJK z(jCWzd%n8%?vCKO^#zdGSa!bARH$43<;7GwH-9}SyfN?tbnV>-Lw@BbQp`OCBTAub zK+wILaUA%@beU>5CFDi8bhnfdzysb|@PzS=x^DT#L@TT(NUa8>SO|a;!^}2=K2#nf8T<+!tNFqDrwKD4?g??IuIcjEE#L|q zv+p#gXLICfbbLlXp(ChQ7`Edemmkg)-0IETZtyg>`X&23zwyAZadjZ}a1jA9fW_1R#hy-a#NOCeDUluaJa95LSi^#8_JE7jOWD=8xh8Z20k4)kCllaKJ?YQZ z;ZC$Con4^2Q?CmUv|AxArdGeRYwI+s_THRL^wq8JWgzDBSPW>orLX&i>5P0x4eQ&~ z3K3>|yN&pcv)4(b!Er}6`IY93`KN9)>Ip-*HHJ%KDZJ@<)@8=MK7!K*M{w!w>XeqR zZqHph)9u(>4U_NUi&u&QS5jKYl*FK2jriy*4V&2GFZqX>HKBGJK-z1P66Zan$7D!y zX>j;4?Se*bc`dLjw3Y)-w|{+gc-3{<#;E#9+?PK6Wq;Q>88@9iK{t6p7pr?{t+qDq z<(0KLeMVf0I7mN5EK61kIS=CXVS4;sn)4j z46z99jYfC*P95vKxBfUQswc^klz3Y0uN~G%s|F2zzE&8GmI|bSNIpECzA;?cZP$1G$r7em>Ooq62`IFKTpGH#tbK>KEq^~6N7b`RY<`YyxS=_I z)9{-5`CDK*^1qL4JmgSk} z*X4Zdsw@-K%&IYedS564ju*0U`VLeQP+s++2( zWQ@yWTK81@N|W~1uKPXf9y|O^O$3*wYvIcKAtsAmLhiRb{wk=>GxCJaF3T<#XDYb_ z%u8yFW^(!i8QI9C5Eql2!;2== z`ogDq!%okm^Dhd&$mbG*wm+PINYf@uS4Q%02hzY zMVw67Tj;PuN1LM^tUn~);zlaP3%0-yJuFN|2(iQP{C-P>uUJb^C}3I{l`Tgu^?GDhy@{q zoV^L%DOj{bs#(W2Br`{?Bj?utR0yEO&p1XyEmey6j(|$K=^4%7bO>A&0qipiQ7zKp-T6 z9NhlBa!W9>M<4#(j^fdd^3iTS(oQ(ubd-JxU}z2DngP-0g0fBD7$7bj^Q8)F$nt-W zDDfSH*qflYMRzxQm5b6M zgSE(?v5$s}9Aj#f@Uc%trRe%v>t*J?S7AAr>@hvF5yR1I`a>iYIt#f+tuu?8IF!UB zJ%H?ffGVZJvWMYUR)1dXOnc(qu#3xKt*N`?r+PW2*vh%c%Frh*+5%SyCUISt>fnvY zpdS81MD-UAyi6!c$da-ASKs`)$D*1QL>-XbLy$|x=3B_S(}VlPsluH(Au!g;DPvaS zEC4npO&te;TU3)zk=2zx7L2#8-Bgfl)T9Q5Vvc=vI9#xp7O zOr5~_;6;Bo+e*`6Nzz)Ax~h`W-_77LgcHVhTaGw+F!xzrIWBXIBb484Y_8 zK2x{nR)&O2@W$+c3AF8NV!Jw04`K8z;*jehSl?`!1;IU-PFo`3<@~13q9QY;Z*;-# zU@W8eo!0|xR&15=XG=0Q$EzL;MmQsTI*5K5`L*}HEP)(U_9;8+8pY>BMLYcpN;2B5 zbMAqROB_7&yv3)&96VYWCW@mT*R$&Tali~$$o+pBI&(p4LxNhR6Ik!0b}C^akC!f> zQ+l5VdmG$Mw0F0Aw_BBGOv6II2vnCg(Omp1(;3oT=HScTTExB`z)b9M1&k3}u7zF4 z6W?Ax{WTGK@JaB+vgf=qK5oNmJ>lKl$Q3Q0%QG)Xi`S8$95Yg>*zs1ID-ulQ?FcYt zp+qQS!&C(i39$Q^{`3WN8KV0)I3C_szjH8i0SA?K*t{V2_r!H}DWTggP_TWWvwU#* zf;i5eY4?Sx)srg=j!-44tE(czkhk zKd+)|q$YtK*a9Y0?ze0nvZx7`27B>7r5_Kwq|R;wgmuNFQ6T6;`>$Y%DTEF>UM0x~ zv)>kRoOh`lJ`mJX&NpM$MS0e(g&Lc+4gw+#wog^wjls=veRv?;4NjuYwB;d+l-Km=H$a9U+-aaH3Y$vgfKaE5Y+#ru6EBnRU1OiCU~j z)Uuyz_0e}nw|a~}YNeW3-norlJ{d-Gv%p5w&2w3K7kZv>3tvz#0<_zeF*R7{j|<#a zb3E?nYWkTS3E?W2olm%8XIDpdcLQ>myI$QiLkq88oec9|yptq`k{ro}7ERRTQko!= z>j>^5r-xt#(MFM;bp|1CGPW9cM$iBd(U}mV!=02oDLn&JN_DE2?z()=)3hlP5kEZn z-5KZ3X-hE8?DhQ9oM34o5EG%l4~ZZq!Q{7xs*E?ZB`0^Z`~H5BOy1baF3S;VHMRSj z>o@)Zb|W6EQtSd3A9O_b;W4M|Xu=8!!i!SI1yG@)kTuyD06E)Awa7jone1fY?Mk(G z77c&l+P!#3TsVLn+61w-ZaM9q>cr`24g=VsLlQQpUo)VN8w-&XA94QQ>;ZZVf)6CdVJ>)9=u3JoI}a_MDiF3Oik z6-H7?cBgnF77v0Lry5ZyO?i{ZG65@0Wa+ZYYEzFEBs#*q3a-_EO}QUIQ9UTaa-_;g z1@C5x&({(me<8=@RC#NrOTM!^oD31GKNT*j^7so20(Zk3U);>;aR+-$eSl(QWgsYv7K>b8PBGaWo*e*?Q@jG>rgse4#z*y{(IbJ)-pfs zSeXqlpxXIj)NBx3^$Oz9&uD%by@tyN4=52KTin|9nsxu&f-XAvk`~n&@^SY?(TN}h zj=+nXTB;q3;z(@bSjljF_s@KUD_8NymTW=TLNx}(HAjiwg@{*?47G>2E{)ij*%)q= z>?$-V8K+!l%AIxvs2A`s z_sMSh)(dfN;ze7(uDekqTzw_RZ!NFuEm2r1)>foDuHym6k4*+=)-C(yRp;>lJKRi! zlg~H!Xn1nBbA7D@81)0ZI*#SEn)1)t>jUAtjl&J7P5tx`;C=H(uCCb1DR)47@I#c_ zR&@#QYUZcBU6^f8XB|33WO7u1KTir0bxLUJbis2XyL?q(N4wtHx+zl8uO- z9&P^boIXah6z5yWfV@MC#mL?4Bts@`HTNH{WKC*0%`-Yd*p7XR zVn12WU=RuzheA9Ys4ff1g#&q|f;Phae`itMC~XL#w#k(uI2l}SbuVl!!CF+VnrEP()8sjR%%oIB|56 zzw}YX^SIlyeM7A=@naXkdaCC$^FqZaJ5H$bH-bkm&y=8_3rlM|8eye za7}(~+_)eh9g+$Igr9Uc5rF|iK*2yll#m!9q2#1vq=ckODltN&yK6L)kb$Js=+UDG z4Df&Rd!Fa>{@?fWxj5Y1XKeTG`<$!3-|HMHoKX*^gX@mm-Mg?)T>a`R0X#kX&r`oG zlA833u3MPuuook$V7}Pu#f$Zb zSQ@9ztJ5{HZFKL|!--#AnvqZRijl%58_+Z%MLe|FYP|*fLjASo*Or{(yYN2<=P(y4 zU+q3@WSG&qDKGAZeQi=n*8#d(Lr)}g>!99juHiM`tZm~<55|nkJn72yNzHUoi4sm{ zJL7%BH(nmI!oH2IEow+2x56wkg?c7u{?xF_&*j`1rEs+9lvhb$hV$ zBJSFJUOqqmJPW6lJMcWc}pp)#L`u%6#{zf9fF!s}S!Vo(uNAm|)c+U&wJs0AN@~=G(YiDDb*mfvy?52( za}v-{f~8lP{`I7}+=pPL8DcL~pmDqaxvlt?Fbp2lLd%}J(jE+(=$|_W=mV!~X0)i1 zPVyIzpai)$UM(29$!Ds_4LXE`4r<{*E_S>QW5RkK(zhzffdNK25Bfr*WlMia&SlAP zmP2bSs$z-Dst4^^v0`){R!4^9k2vPS-du)`FUrD7n?3I%nQ0eXUXUW0sfp1eZpaO^ zEXJV`!z8gUhdwXDJU5mce|jP|0(au6p89U|@{>*aXB<@2ubWs6s2!%Qv5q=)i_(^W zajT;WxKWxzl+32g$jG)9I_QWFzUHD*?1Hap}<*G=7a+g)`U^Jj|=@k^DSb98-wLKOvDgUFi=jRDRi4F*1iXb~mQuv#o7* zCIKwk*jMtgj38!vj1BY1QIPVbPk5Pr`LDLQ%J;g%YQqS9p1S4VghF*`;wMo8>H5*Q zjAk}mPwh(j200JdBTX%r(wI%6Q4FMJ^PjhUWUpktatAP!(3A|!|I#<%TlFOqdY;)^ zg8deu&+KFCkS1}z%D8hI86Lol)eyg2p8H!)Zq5*q@;WLm%p@oTC4L>*)s9SK8e2{hC0t*)&(G`ANg(trQ6B2X>q1;4dH@-gele8 zOQD5aU|`031tXtMLH%F-Y`e9MJ9BNDt~ivI)09EL{~T7gPwy9j2r2E>=ySxbnR*XD zg}j6}h8AAUb}0!5z)EwZ?ko{FINKyV!4|D)$cTW#wH`h*Lx1#PelfmP_q2+?cFTon zzM{Hl@yB_!Pf4WVdOKmS$j`a1fA1-pL+Gv~-a zF$j3HA}l#}?E0#+xv9Z=0sU8*^-oh{xS&3ZGvC!u*gzFf%?F6Fa&AG#Y&N}q1jJZ) zy-aBvER>YdF{=}nz0kCB^A+GP(*>_N=jeusW&-YVul&06%Mo*YUdKgdlftp|PZ5?# zOu5#O{&sNDL?yvsNU>)8OJ4y?TV(c!JvGB;t8qbnW8}+)E@xAVuX88*&V~1<3ol-t z%;c|X-RO2XYKsDPl-$<3vBE|WoF@fxH(hOODj>p5w1Wa$X19Ss;M3Xx9bM0}=5Or>IHT#;VK53YLq zbg9U#iCv~=%p1ohQ!;*~7`WR2ABO}=OLp!we|>}k{7>wL)K8eIpOHTgu}?DiS}a;| zr8dFhghy61|CAJl1{rnmqD(t3IwEyD$Kf6ZUfHD#3U>K*V)&7bJ|@9)kv>T+zz@rC zj}nwlkB+;0x+|C7nWwTq*5C5vhF1~4$HUK#A1&KjQ%4oq;-zd3feFh)ygoCusBo?H zAP@&3G;AAYjtc!v*12Hn4&ok*hpTBlji=W{qLjYgX+(XeBDz+ zrg)m_!VR}85Tm%+3u{s<(n(=EhLabByS>8wx?^8;#@sTCHXv3e?7a}F-u2yrUI=yX zq-r|b{x0U2xkYgE;+|Zv^+hN4Va&xnUTSlmgE;i@1pR_reAgN>0 z)N<{AO*D-P7#1LPy`9rndGhFxtqITMth7vn%~-VAWE*&KD4L%0Te03u=8r#FW3}jH zafln}??qLLGf5*=*IsE(#*D9jqT5v4m(aG&v65lHlJw9gzL>R@ahw`|dZYVE=Xuf0 z%GsLR8EWeUVcIzwr1UEwZt;s#o{J@?x)Myhx8ilYl`)RvXwj=IEPCTW&a*cAcDS|1 z*qqCDNNAg{WA!jjPZjARsXIG_>wbs~_IOI_7`>W z`F7}OdYmW~)p8E$#-7Ncx288)H~Oz{#K*4qJEikS34V0JwN|Dr_Q;IZ^Xgfrjf$?* zVxm^@m}*Sya@)Rb1hM;Rc{7El`XeiH7=z6kOYn%ve9_O#q1a(4J0Fco-vzOES;^U< z#m|q1f9_p05fsk=%Ea?9>{09y59-x`m-T=*r)xH z&|hB#&x^OaMKLdYkz_}ikksYhe+IO&I4MdBZ{sbWe)hXN|FUtf8>+X{-@H)4g?J{3 z_S`KLYw6v?#V?=3n_OZ@y1&POH5Q$Q{OoDd4=`A@WHQ5NAgLMmQXOl#2cC*hl&8c4Zh-j=!Ff!_GaKkSx@QbTAx|eQIOxc0y-aK5R;reMs&bg$)7d-8^!iY@y1VPnDp7nM zVq~E96ZbAF2%uC?E*9dBGZyQ!V(iZI@Ys#G4#Iep!c>Q!MIZFDS_(}UXj|q z-79~pfnUAsuNoZpPgqV826E=k!Cqg`eIGU+3up6Sjwaa8K(&HisdhsWPK~Vw0eHJX zTEvPrDrdl>^>mxd6_X|0=^E_f8DIyEvP+wFP%+MaXbg-d;65ubNzB!%>`pi1ZnFv= zI|Rxk0m{RH1{ZId%I9Y^CoZ%c?I*vR#^1HuwQXSSb*zu|b1QkUK+!3zSYdU!O`q7D*uu_m z#FjO7e!9p0eX#Fie9y1f&#ace#Jusqm*aj5jE`R5U4hYrNED4XL>YLwJgIbO{4YFP zYGrzW@C1WG1A zF6cZs)IDWN_J#g4NB^8My5O1wnF$~S_{(U#ARnHxg<%;{Z_I*DhMY3ehk>?FSU2xX zG`7(nR2+sHBS)4)c-X)WuCSBTCWZXg9InT$$3u)nq>w2dI^v~%a}cbaLeD2UtW&^ zlXNsE8SEJTz+Wd~qAB3sRD0zk|F816e2m~sZmwJP(nVJM_l5Z7i}t1=7`5$~^KH;6 zNG5u!R_PzEaeS@DrW`|S0u6sArK{|mmEW<;harT5z9((S|y@@_4OVbuZ^_a;gvf9f?#!Pm) z0~nX)Q#1L@vWuLO$xyHCtvUyUM4ebkZ<{;vNg@H4MCx*N$}irQ7zi&vgPt-VV0_2o zCCxH*UY(2hSmn6y57XCBYi`^w-rrF6bMTmE}nyP zDfV5x#uHl)U*BnJuY?qvpM}#3JbNOw1uxVLd!dr#70!RGE}ytT-khWglm8l{u&Cxi zQfHyjF8f>Evqw+=Jv-m9Ex8TalmunDcO=}K|GbAjv)bBs$yn^(U?1Eyh=oXquGfv{ zEt+P>^no$WPQ>aKRd(mm4&<0;=crnzwC<&hb{o|=Emk2oZHcqfM^RFfek@hz8n(o* znp2n$H9U9p?%;u*!6S!^t*Hl7_*1}N9SDSoDd!e-z}}}(7#eajykDI%b|>Ed$?Fg0 zR`4)J%id<`Yk3f3>>7jmW**ix$pTBbeq5m4sV}uTCggN58Yl=DuBnK8qT zpX@lVRy>Z7n*1gH*5TWX8g%RaUEnyUDSPI%YNL5fX$aSxl)K$0g5L`m1JP_N9JJ0P zKf>>B%TV5tCZ-XiRP~b7i_7(EX zZ#K$aTOf>Y3HDiaO7~^sX;^(>LJLG@y?YVNh?dR9oXz?wVU*}J-IHbtPcdIQ^v5!i+@Hk7In1IQkgM`=zNGN z`?}}zk=<{(G2;(Gr8I7v8-}C18hMwmSS-9as6K0B-5bApRCAdETEHqT-O*ptd3GuD zc0#xzyCtyAr3~>L&6MSqw|u|T4F^<#ZepWMY#G$l_q4-T^XP9(^{;A+#++{VX9hfy z$v#Msk*K+h@y3Gm{W+D?h(driQFJMVireg>tfxWR_D*?3zw)_G)SwsoS^B@|z##hv zJ_L~XfaRHKnfQ3fj^C=Y*Xo5UaWWjK!iKKl=7TqeuH8<5BtLq``WFH}&cr-&POqFd z>{AqnX&O)82gew=CW1%S)VX$1u|x8*fi|X}aS8}~(>qwW|5_Wm&K?qn<$?ZqNdV^< z3{)$}$NkLP!|WzqxpwT8=0$j0EfzNQCIgpijJtAQI0^hQv()ylH@ zyCBGR?&;bue=;nFt1u{Ls=m9ypKAas-Vg^_ty}n}?8ieqk_2h&Aa|^ls@17)B0EKiIK#S9etS4re*fz?|-l0sZDlJci>a zsWtdK7hPTOqO+Fs;k5$Eoh_e-9CK5@e;n7ux7LQVUkJO6dI+X&zri{(=5t6G4HL@r zE-~^SV)$4&*`VFy&(01aRtJk-E7XFBMu~&PKpR(UdYcp^DEKr=K|exaLv_1MCH}Uh zc|^rr{R8={9tS<%>E(J6%Yt)J)pHN01Qjfc9U`{+yt-ctTM$3k6otr4q84x10ZQX@ zDYD#e>L^ZO%@P85mht0niRs_9bE{(~y+6PFS;@8E>YaS;nCsf4_kr!kPx$Oy4R1L3wC&vF7+sVIeOPRr21({Wl5=?T3X3& zB0~xMbS~)ZG(gA@p2c86F*V7;Q#9Yd0(j=vz^cVfL)Wf7+zjp8FXNd?n)C|kaNGc> zL$ghGwLUdXL0U)W=dGQ@v5zfJh}#&IvFR9kI{Qi-Wtz!;rD&d5uz$ik3}j*(6x8@uViQ zWfEUq7yn{; zYm=_E;+R*aK=M_0TcdnP(4_`Su?)RyLc2h0czqv~$gp1a5ah?h9jA5^rwrQ!>KNR) z0bW_63b_&WqfKS(o|KW*x8cFW=-IF#0PF-f;1e(IM2OdyOn&hS7SD00&iN@?^KiPN zd*UmG?Tt>vobc&KyY|Vo8P50+51Zr{5~ruJBh_DevRD#AHVVZ0Ij!bv4&@eqH-x90 zzetaCC>Ad-&eWL_xpu&ipyk_W{B^cN8f$tWKDat1(>qpfa_UW5^*)m4aPV_$l8 z@I1b{-G{S4_5Y7qjb{?5Kqexq+DnJ!0;@acat+EnfU#QK4CbkgvvpNi^&|t;B6ZN> zmj?_ZyWF`)SL2b^PH{-olY_b3X0>L_jYFu-h)-$mtiM8RZrQl{)R6u{@YV;un(Wfs ztz1$ss!Znfmc6nOzSU{*t?n8+Q*e{S7yr6K$ZUz^7Dky^@ZPkmki%Dc^5`{fSzj}W ziEO^zJ0OObU=4Ki?EMEI|7U5@4ogCP>pF>}*<$=i=phgR%S8E}qJOUPKs&w_wJA-z z0FF=WsMcQt(0PYX;9krHSn?qD^ANE4ZrUaK@rxY0;v)NE?|4X+7Hvgf=NcUyKS>jC zO2P)VyW5;!Y@t#l8#X$3t9cgfl)A@v@1RhnE(1-Co4)gjeG+ybd5J;b*u&+G4t-Ji z67og7OGV3Ik*wW;4`6QvAj@0(rRc29o?!R+gOi|>wx@Fhn(nv7g?_Q{^6os*&aagX zSpIFBqdb|vAueW5JI5Rzz&s$`IGR(wsbX^MT*bPvKM(pz_P3a5KJVW68D~)GHBc>$ z+qA%X-7j6VLsraG2*fljrrrT*1E)u|bDd95e9?ie1<|4l6HH(LSp)V}&m~VX(_lL3 zmcV8ef9UD!D(X1gM@PCbfRc-#dStcIP{6PfeY$WtYWF;)s$)-Z*k(0?PPS<|=T>;b-ezw|kh#*DDA&n{IaHp- zxu!Q^))c&uQm5+6zTbP=W#k*gjNJ{73Az51tY@l13p~EKY_zEK3b!srwBi4zrmm8Q zk8%?boG8^f#Cix6RWcG>5T7t^SuwcG#k~y6k3XR=b3@K!#ih3WZU1cj<~~xg)pIDH zk+y8yx`jID-m-{&!;O;Pd1tjWG;oobU16TJM)GRZG7eRUA<*I(ofN`~;Azi+3tlg)&&mDN-WpI3x5 zok!|a!Ps`VmZO0#d#AmpEf1$LO=$I#KDI+?difa9^$o3M^4V=7XiVa_n%tz2I_JiL zonI*#B6DPwWRdo)_j;h3$jz&W-yTF- zo1G^-ibc=&dlEE}##D&k>U_%}phMuf>3$CswGs#0PhuTIrPeqj;5QDd*RxwX%PqMr z)qS|+uOoxIA@$vmMRPhi&tEhKKG6m~2ACZ@zuwm_rQh2!BVO2AsWc|lbZPbU4fE)G zb5W#yO1km>KZN{!I%=<_;*Wz^`hL0YIJ8lrOw7s3?|0P#n5Z~MSFLE2S}!LeW$LK< z=~XQEym2oxs(D;_++z?9bxp;N?=Gz}xr(t24U;z>HKK`U#r#1&d)x$tT<Ey8+V; zW3NE$;jFG{!@RL=buZE3DPw#-p|s^o)HWP7XSf@o1Vqb=fmY9z$V%N-7lqCTG}iBG ztQg$CI^Ufe_4A*!YV%5#d|b|@P2NbUSw@qtRrW9RED@x$8HA&Wmzlh+eDG$^+t10b zpCFp1r4Fh!tL?GdW|%Cl`B{niDW%l8PGc=~gtW_;sf%(?Sr%{n^?uTUt%@_1^F?Z# zBaOx5x4HmwvMIpv%Mo?86o^0cR2qK;xw}kb5K{A;Z=$^jpn90{*o`-73>6K?Cnle& z{do*qRu9bMEixqpOYxL%o#-Q z5&b2?J-%Y`DPve2D1;h-WG1q-fBac=j*WHwAmOO~FHpXf$I-=RtiLtF%Qh_i;3zet zSJVxt=x{&VJ?L?Ehr&>E1+2si)C&y*H=n=23|L(QJO=t+;QJQ{W;T zIPf*gd$FNFSHa;&`C8C!B;1SMaV3dyigwoLev5b$+l!VNslATZ8J*H+(UO~60IS)6 z8^f~dN4aCbzXymcro0I&cp?rAoc*oySE#Nf_x4U~5YhgH{+5z*>CI~|4gABKYVHe*AERe-SNm(%%7%T+ zN>qDxDL^%z7q`YeFO+*rI*yz#0vG=>xmY~il@35lMKHUDH(HMUhtUQUC3L3AE=NO_ zY7o<$Whm8Yt!TS`rLA$%#`U_E?})ZBZIGa3aLllubYXo=jy*&(GBN3grKr-Vzaw`g zNy!)YRI)mun%Fu|(AByz)G|F#S^-oOFtKCqc80Je!U8H{BLyq8z;9^<6DGdJAC_IZ zM63@l`BU*Vx%S0<;R!NHBc)IGa6vEE`L=Bw{$`YVt=geVB_nPIqmr}k4uk&wh^?W! zc_2;L&VouFNRt!;WjO%r*t(?f)ND3S^4}6)pd#T!foEtvSWNoo7k@Rw_n&eo3`Ke? z>P>DCwPxg`@Jb%hbYQ;VO-8>W+gF zNzEn~2z!Fh&Z<4b;*e()_&*+AYxbZQ?I(X{9;uU!fnu_gT8A~w_Bjs?otA75yZ%yJ z2A=bhmyWN}J#LDQ;_E*639=l405;a`rXhTt!=b#gh+kM8ax%DHz0Nk*Zz7+^{U(F^ z0ywcQ0JY?Cf8Ynr;V92R0^7PM!-zh2E^6-qA}8c@Jq%UnFq*_$y*mR}`WpN5V0Tz` zOhIStw~iixC1JD~*t!G2GYM1=}{g7;!75@RY>K31%pNE>2P_n*z)fUL^Lp&x9> zr`fdJai?wVJQsI65R}MPDn3Y5VoJ)eJWX5k3~Zs)9E2}&3j*%&P&w}-x|rtw6HLaClonirOW>CWxF<}=d4d}&hQ%B|5K}giL0v_jhPu$Tj6#&mTV%> z4*3~p(4>O1PonwJQv3o+%aEY6hv1W2Uxi2#e-o$aTK_li1Pa+OrzXl|=f*<6G2q1?O_|7NQ_x&17?ENc)5ULx7ovadZ=$!1B{fD4f@AU~AXVrIhO$V7=`z1Q1d8K7|eyb7v z<^gy)$kG7PU3MrNI^!mE5ePwaK~CV&Zm~4tF@`F;(#~PvLe(EI^;@+gN4abFfpGYd zaMl!6qV}w95@{nz=*XDOR-xrs%I;t~C>W2clYy0nHJ=cO%xRgF3g~c!K2`tIM95n# z6COHx9o@IC`@$W$fK^AH?kc=_ZldXL2scR^guR{?EpR1%IEkzhzTgXQg?-?=j|1|> z;@hlGrnV(TOK_O;HJ~tqdH+zcdo&wqqwuWUhI1|D-ct~^|~~>DxdD3<}rn-edUm^F3dbPI|R|!f4ZopyNK&A);^S_h(ycldQA-ZHc*LpZkp%j)aj>8eS7q6X!2`247ZQO{1@-Nu|$P` z$+Y1ze_so^K76)u*JAnCZKJ;D{t}mkh{fQ}H)6bz+GH5=n}3QiH>}-bBCrE?%h5amwnJu|VYF zg?+^!SIeN57YeSlTtO86doiSCqjU(CU$=ZUq8^QCu^H4}OQm^*cuaM0i)Bcif=&pZ z7yC*FD2jwy`&Vt@K3T;^=s%izFEQfKXH_c>fc4@teB8imIa8kPxQ)lGcSu)F*@F&; zPV-~Oba+ZgmZMMSF0Z#jE|U!AFLSY#N|?*^+=$%&hnTFBP-l*ttL|U)4W8|WaNl0{ zjL%yf>0`Jni=!6PSl(bVTH;?L5js2Ty z1NLN?qA$F%99{F=)~D-sjfuIKzlB(x(bVVK4cUF$EXcO6p3tf+uUVr;>hO1a2>s+; z5O(ASnjy!4w#Mu%gZM2dMldZc5y!vfLta&qXpDZ!1ai5o-&6y+OhHi^t3Kf=LT zx4L&D=8Cu?O*~p9?fu9T1~(4<2+Nok4{hkivphJZV&wRX{;I8vrmt!|&5+70o8~XV z0=$u;`PX{zj{}S{8&MdKy0Ziu{Wzt4p>y89KXcDy9q)fKmbF(eklxpxHLQj?WEIrFn$`^x zc04+Ij#KD7nlZI-VtumH&pxXcr61jlfu zEvtiKncNg8)|35t-rosEb&zcxnLWGtwy#fB30E62B%!iwX=}w_GAHf!fFDjcrw9cb;!%a)+5twjMj& zH^wq;N!PU%;Kwr-Cc(uYEZ|+6tNMq@Fjdn9$Niv_S5M7EGsBBjOqD%@i@!VYNK!;y z3pYB`%(hB;Bn-t$9u#iu$U{G`RUE`r9QgJAZo}7=^ajZ>MvAc=fq%x5PfI*Q=87S* z#Im!+Zl_iBhgK8?RTRDNt)T9`%h~(lw{T?X54xnD-#nY`_#fF~D!cV^nPTctFO7ad z49$Me>-UE7e4YX;aq9B>J-=&W*{Kc!>bw-@WQL2Ko*9kRRy%A>?GYzxZv-C>fAzGk z^lR|c{CMu_|IIZGVt)&@Yimm=O4S6#ghEou-DLanI}EkMuAXHEcfSnd7QZ1eY;L3z zmR4aS;lHAzzYHv+(J?Xhwxk=v4_IkqcC4E~_f+MMH|6>P+LL&+#f6i|nJ}hC2{~k> zv#;ECn$nA{ttRsZ)<$?|4s80Ioo=^d)n?`5N$mJE# z>WbC|Uo$qjm;-@66+_;zo6bu0?sXeg@ZL#^Uh4W@pAXMA;zujpjMxm4Fm)FQctj7x zjN5WnNAIVbh(ug$H;`UG3JxF7eK(- zAXgj49c_E18pC0)ge`&xhCWZ2sibQ*OSCC)?D0yia02X*`;R|?U(MQHy$mWPBJ)AD zG2(aK1H@Foh9dpyH2=_KhxGgw?ftzW{H#=nX30CmBR;3y_n*3lY@J&bo8|BPeXYNW zJrpM9^{muRHGZq9mF~HnV3i$*i<9C3I2WBpR`tSm+fp7c+?dSf`^j0C91W1y1@hT> z{qKUiFBS|LRfR}Hw0eX!Q0AmvbDTm4a#+nwKzUj)KI+OSAdQy`=9n&vP)>eH`#~d^ zg`xLs%16QQfZ`u^ShWx%%z<*eg7#14?@`JO%AD{!2TX8g*WZy}GQtyV4R2viR5xDh zKP#d95&ppV6{~Wp4%0{(^tML9gAZayXS5cZSobQy`g| z+1GKLm)Trx>%AEtG79iNz~NaI_tYg)m1!L(iV(S%aVRTkyVl-$$%%PB9vbq)#X?dO9@o#UIhI3=K#Q z;)~~N-=WjlcF%tJNX)x2OxO+BWux0j^ef+otcZ+)0?LJ`h>XygNtw&#yt>jOVS*nm zs$wi!H)|*;b1dr2I9D`;x;1h+qyjlYjb+urzK(A+B-A!yEu!2bz&9hnG!Z)8!rf1W zx?cm5%V8JDAsWbG#bwb?Y7s?Y5#=)2^0qSFV$SnbeONL_bvDP88{$hTJ5QWG_&e~( zLgpX8V$VKOjY?3a<=}VWQ2A?W9Vgn&_ml~IlT0V1CBi5Cvp~dW`H0U%VYO{uwQsy? z4CRzEMOsvG5rLmfqM9_p&JzxEYK`Ryn&5Y;VE3Tju8bFqi$Cf(s(~v3StKV>39$1c zr7$*(0Ji(-SMkIr@jLcECGOylKbhDDGPCMj6Ul0umR@_6n-^}X&BUL{rv_mKUl+=`>8_KDMHqGA#0Q-Sp5;$Mh$EO?Ml7T$;H~)KYq&^ z&ug6m2#k4O^lf05BxgplO8Lb0Yawe%oqiUIuh%KQ?%nyx!u94l{oUc`g|`NlneUkI zdG2{92Pg${m{-g;#|@ZzD8F(%WI8+jAfoa# zgEA|R&y#{l=cAN}MaDNzit^S;U~paQbOaVMvJh+NVdRUx(Uo`L7zo9?5>g^=-DV6H z5}|lymC=5qDi zqF5uf!@8{w$V;UZAm}h5G3sr{-gzkK<6*ZSf%|c)L52 zw0y2R#b4vWjV^&C(jjg6>)J*vS`S8Dl}US_O33QI+*zX%nvV)%*LpxDfE*l9nEY|* z8ZpEiG5;jDc+Xf9-2DJ-tqQi5?@FfYvjuQ%9?k03!bYryCWV9U6jq2CDYC+j0@Xq<$d0L-)gbsVe5JkjL zx3C%~ubK&O_dDgN2nqFM1zDkGov1`j@M{(DO<7i0E?3toa~B7wi{qTd(v>lrm;sD7 z4u?Pv@j#BPw*0#qov=?97FYTk%Tu+$WlrA*Wqzw-A5X}z9nmdtbzQk7MR858lU}4d zIhVsSi=#4|12E)uDWjdGZuuOS%4ET!h{9rIgVEBR(NcraQsIEkkAb<1F(TyojfEhp zw+^FDyI;dw3hXT&Q+4u2w9Xe$yLyiq<(8$Ib3bKOseY*ip8ULeKjPOGRi{B2$E$Pe zWEqj~B1L2tFSR%yzanq&t6v7mFp6GMW0G ziQVRxQVYU^da+!>1J`1FsPD$ab<@l}w)CfaF>xLLDpEOO7tj|X$+|+&^MHDhqDLbb zHrm905$oi*TM=@NPV7`R_iRWlBfmqJ$xD5m4$DnC?%EpZlpP>OvqU5O5hCxdjon&% z%aSs8Q^Rjd!&|_Z6@UNMTK;YAk)ZE3LCdwyYLBe6ys0nMZw~Q?>zlAB3udnGZAa*C zi@Yxa)?s@ge{PA_b7<(u4p*uI(^n`RbX^0QpZ@38H(RtY#Q-fidlxa~V1uQj@i>%9 zR7ac~Z2yXbf@YqpYv;DKWzfVNo!xRXeI45KZt3DfkD5s#7ik zd^dbZG<--EKb5f9n(($_Byi)XU9r0R(e8!Brg;n3rhf4GY4ACl{mT(9y(~EiqG@~< zsTg*TaX`rP5z(p&=GWmDFZI^d>^zbgGP73aHPe6Mb}{o2Z(W};Ru>BWb>R4AWRcWm z8F@EQv;A2!!b)4G#8~^xBjq%H9;P2dOZ@H!y29s)S zp<%iZ;5chc?`Wy#^L?j_ysHq%V4y^G_Ed@D_@VYO=*o8Hd-7w~ZvFYBG)C>?mk*9L z7>{3SkzCjRfYp%=72F{yY{$#j$L@U0*uk03h_*hQrP~p<{Gm0a$t&b5!s{zQ>02Op z<*R6W?tNBh2lH{jt2vv7R}6Df%H|`@_jCgglGBXPkj1^K!6K2vx+^;&ygT{n?Sds& zkW(YMv|8&VdLb~)WAb^K4@&gM%PPk==5fq^6vxI|Br(i>sz67Q`td)H z&OGLP?@D{F6I|5yRIIK&m$cm`s5RG{`cvKi`FbEf&1+|=S5O-SN87}!eqXP&xCg+9 zBtYvw?s8nowbOQ=7Bh#loNjrZz~{>+bVhRet7=5~*z1}hHF8XY8c9uwq#{MG3qM$h z*ts?tI#1=>y1rwiG*?T%(@2+E+xNq*m4|!|L$+fBxopGeQv0Rb@vN8qQ()&k{Y}OT z6`miG74<$vcN})d_Yc-SkR;Ji`nO;CdB_5VlOIq2m=XwMvQua+-3owlwmRiu?YMXF zR#6>1?EmMH0XK;WMXpSZnHy)DPwHzvh-CJ?LU#UJltAhKseM@((f@oyhh$z#c}`a` ztcC9^s;0gSV?2?~;wO3S%=F4dS)hx5VJ&C}O?vEdIT4gQ`tNzuw@t2f0M2t zCGMynKMd$;Avxo~@1sMwP-voY_>ST%&YNDTn>hUgYURmoA9d{*JZlrw;Stc7>DEf{ zY%yiTyWDCgcp^7Q&fHqB&0p^%hL6rCxwlHvStgP0jLXguTYIp)ZpZLBmY}wcK zV_vR~eSG4ch_jXCijAE;7j?kd#*Ae?ULkk<77K_kjwTN$uYnC zOa#AH_h&(+7=@FA^C%Q-h!7^qNqQp;E7*$P4**(1m#j}8@D;MCoPBe!dH z{;$cY<#1XwSFh8#zVl3O4!D1Iq{oGzohkC2DY9b+?#p)T-!s7ZoGWKRBvK)KG76B9 zon;Ak>O5g~!fD6-#R1``I!Dq+Vt*LC5Ur92e7v1Z=6MCFs$X*HUfeW(;Kli!qb~h% zr?HOdJ7$4h`n?jV-c{~s1e{dteYp(mFaRsiiU-XR{4QIW6kM|12ZruV4o>$dE+?0* zCu#t&JF4*LsNhj3p+IRY>vgG*>_HcmgddXEZy@YAJNURV=(v)50YkkIOTU2g4ab5h zSIu?&$alkx(wp7%7?BYY7tT1B-LTjmSn6EiNMNuz71PDc)!bk09+rI&Id*Mdfp9=q zbqSUTU63wQDj2a6__JGD*#0maS6)4PMdC+SAM(^AV0D<}L{@_LjN}Adg4@|pm@B2; zvAK3!8CEWU*G+%|6Mn(IDD#;mrretQiLF3u!=1pUY@WSDnk8}OCGq`FwHlws#r`o? zHg(ipPW$vht>~S^_8$_zjs&VG0V||z?>BUwC@K#Lnl7RVt`cZ!_liU2ULg-1gpV z=vyq6)C?G$mA9D*%jW|I;YXB`78bcm1R;>XSD7s*Pj7QVKh#;1x_1Rh#XX6kX7>8X zOg>Z1r*#tf_C+ks6&U5EvOHT!d2(}o@=fuMy)gI`xc>~teb*j%lT6Lm%5Gy2iM{j0 zP{qp&cmODhmM%DQ()E}|U!~Ab;&^RBKB299u4CeNOtbC{ds-A;9uDXV1n-SdTEA)e z<@>h+j-YYeN17gAEV*|!$c}$CI(k@%`eLW-h`zU5c}@b9?zR%nTxHK}Hr2OgYY_n;Nmjy~xzYQHUn66?WN zmrnXm3DZUAvCq8#CFe1^&<6g^a|X9YeeuatO2r;h$062m7}zsID*jG+$R{mYfd%%T z8E}#=$xlPqbt3{gS-W!YBVK$k%drsJCtR3*pU)<(RS9>4t_S5;lT7L29 z9~a=t1!()|RJuaPeEup<7Drl|ZOh)#;z)Mlg`3SX`r6u#3_Vm3$?()*+>JorYG>_A zk-g)=mF&ZnjP>`|^KoQ!`Y=J|qc7K$LeptYMRrP;2*mfb?L zmE!t1-KjO<0AI+~>_pFw|I;U#|03#yA}YhJtt~h)Ciohi%QT&?N-+=7hEDe$-Tp{F z>uBxVTwrUZ0hmi+qS@BzC*B^+s3Wjn4h=Wb9d<>Ho}m zOU$N*d7`F7cf=H^8=El(PQSmV@S2M9raL9iigynqJqrC!_pRrFVfAp=mv!LqWz+lA zi>3P}O?nTSj)uw|(-y>8Br`n^SxU1#lSgd#Ss3DIjkUT8b3LiLjD%)S8$4mEKSZkW^z#eyK&iit^9d$0pxlBo5v0JS{pbz;pV;gD{kC zfrt{uj(r=AR|==?`4Q^mEU{FyaU1zp`lOz(@3ESUdz3S6RE}9%^Kw6XgPX=W~uta}RS!{HE!+!Mnx1_P` z|G7y@K3VGLBURK z&aNm)V871oAWmk9p9!1Hd+Ed}zp>o9fF0%~#rky8P4(HhDc9qx>P>J6<~zUf6(nWJ zBO0>xpWI}3eyFJnEU#r4s;^(VLxJYbiX=acNuag)J2%olB0xrLiwZJIJJV;aF8lky z(eCtF=l^^3pWa1TnZMh88yfgS zSmfdP!!dv5)HpAR?3t~1yJ@0l5(irZ_Iw@ zQYUj9vzEqe-a>id$5Q`dn)|!;R~D$0J3I92l0_rJ1O)`slT%}XUkGo8d1mE#f{E6= z7S{fa#>W^Dsx#7)w}1^JJ+Uasy^`xBSn%r^>6BH%#h2w zyGc*XFOar7m335`X=&E+ol(gflVVc$rsn}FeXy)R9kVB6?LhNkh|dNMVQjp<7Uk@O zn4dj`5XS1C*G6B1hrgOH9rj|A#T4K4NN>#S@M^&8jY|`JreDYY>l(KZ{i>WF9aE** zWbPMT!`1sMbUf@LBg`*vlk|~0+MbjbxDOqg8*5S1!>CC8+rXvdG^B1lAtlRBNxXW! z(lhsGoalNU&mP@|J2P6DR1HL2)6r9;Zw9wDcQZ5>FQXv_;hWpz60>4#US6^6OaEVA z=K<8zwl!div{>jMSCoJvSRe@<0qIRdqzFilAwUEY3_&_Ux->-;M7lHuxu~F_NEcCh z6Gf1wbRl#?5|Veo>%I5+{`t>L=IpcfYI{viW_^>K9VF94O2Fyf)$k+p4|5Vg(W6`? zkKBdf+`yt&pSuzMxGAr2GR|!HW3ZJrh`pZjXVd^9w26NL!XCFTt3kxodSH{q;_!Wt zrc?ej0yRvSb8R810h@@e;DyzZu&qI!128vpmp8^CkvsCo0PDvB4@p)*o zF(_l^ONd}+#IOX_CnANZL6E6=Jb>wL6%+MFdRnx6XVD2|p51iQ ztD$;=kjXR%+su;O)Uw&GyKbs|bNfd8xbH$O+e%ILA7~X7Tg?XHXVE1eZ+2VWBu4XH zrcQ5p$=TfiS@Ge?>AfJ6w?x0FwDGMU4zv~yP#(Gcbtxx4_zp~}yQLyYRq*)UEnW`{ z_HIKH*>&Z&#mjRFTDugdz7y&;?0Bu!S?>r7Yg8{)D&Q2DI*sWy+P!PJY3t1eAd_)s zOKcsZ_V{9uw_gRdSl7Fb@!K=yv7_Jb*D7$B) zZ{3z#*w3srU%ygac2FM4U8?3Im-oj0(Z{oMtH=UAhB~f&=ihLM+Hr@h ze6r!o8ZcUUl~PB1?;$X;mGOj|V~*0&swUb*uXmskIq6%U>LZ0)9d}m7b~+vFsb~q6 zHeJ+lN=@=n{6_tB>iX(%J^rf7>6#y${A=R`Rkuv~Fa(0Xp-yg39iyd+&=xUIleQL? z^5;D3?YEBYQ@13@k!hd)96tXAJ<3)lU91A^|50ePaOSH&VWIF2`^5)awqMNz_t6B- zgjg9Z-FB+`VJjtjt0r)y99v*mNAzi3^J&+0yuMMrwp~q`EC~FvUcIngEk(#wU#p&5 zZBy4H_S zRAy#1s3G(d~$zDKMS>> z2Oev`Q%|d+QjQFaDD^*DxMVysPTO&$X5;;N9ch!<4)hgYI*FoAgW$JC978As%q{VK z-!z~^pRb+4ovAyF2+d{1dP7<{el1-wWHTMVh94PFxj@B-khbV6QvusGB7N;+qx79r z5gz!?7;$cLQ@5+RN1;V9=YAZ-q=WBv>a$cb@y&tM5dHdTzT4+#gl`W%i09aS;QS>N7BoYA$nw(u*4vz;VRW7aE&f4jb1<3ulU|n;l{DUodE+P4}Eo1Jl*(NrM z?)K7EClj>3^i)4PHMRI?;Pq6M*i<#+7OE`6atrPh;7=&KYwi6k~H#RZ{?#zd-_pBkyzTx?RIx2fHcK6dG|>|EXFrEZDLrM_yr z)hra>yuD3oVAkqp)>F@RZ{0Q@=A}$yN-|;?4{5@GX5PG=TZ=HCeYX@$b6=%het^Lq z@HfcprzgaPV*f_IM zLK5h!+d;+mP=jkpTCC4i-%4scaeXE3+%EEl$|B$>R3Lt8yMd>}LNia*L{yyxa`f$H8$(U&As4=pI*Gp^tHh9zh?i*aaXjvY+Hz-wzd}B z8|e&I*wwQCwTRuTUv<&+z#*~d-NYa|$eSnxa@Q&35?B@txrju&;@rS8^2!Qeh#qQJ z5jcAQx;jV%#u>T0u)hlKmywy`YhgYl5Zzs?SbO;%SM2>BcQ-R8gM+mONz$ib99$O~ z?lOoe=va8^m?jmn%Seug=4mIr5Q~juG<~tKPe^Crh8N$F6hr4yp|Lmq#Lo0Fk*yH- z?Aq?HuEgNMYKFViaF(Wv)*PV+a;^C$W?Etr;#{5B7!NEnFnchJdzF`K36S)d(wKri z$9tslk_2n34}rHSr~B388yV=?_p7do!5A(-jGtL04cQ3^eo#`g$`B`*e0ca;&bSMD zp-b#)n2cqz_v%^Opv^QSr}COigsM=xch@9x`TK~(w*+OLy7(j~A;B4TQk6{INkll# zFiPVc=KBkwpi2r2lJ`cWr@hUcJ){u#BxS;+zWFnZ8+>qF?t@r&bn~`zwsdvaNb{U1 ziV-?#XC9T1%o{h+-EBM**U|w!q?mAg681Sw=&JApmcgZ)dX>-LQ|P6b%4a2IC8(#A zXPx8#-kzF%Z|i1?Lj-5TEJALNu&bZ#RhnbY_Fj}xxk4ID+COI&Jt_JhG#*tZO-iCdz8@MYOILDcpG$mv9-Ee}9hw1ieTo#5aWExF5+&xF$Wa`#xiNL8#sQqg-`K2}{_*yW4&_qU1g zM@~LY$+gT?$SXEwyPWyt{J@m~$?KpEZeu<7$DO@hvkbVi=Y%rjr1h+F(tD21md|pp zE0OtG!*dbwu*Adoi^3=Q%bCiB%8&FXDn|;vi-#A!uzq%KPy7H4oTpP#{+z zPaum*VsQBJNu1YfB}Y5eOEG8OUKzLXlJK(f;;j^V!!yc7jOT1wTW()LlJtT&L)g_5 zvqdF&<2n9}Fwi;;m&(1@qo-t4Y2>GQf@dS<(p#^`p_NhAhN?QMCc@%%;-&^JClpTI zIw9&Qx+sw;_EoGFocux0nG>se_2Q@&`ee4~m_)s4&S~q@`y`k7EYA!`;!fL{`W41l z$yuyh*gbn#W}WM&bHiZeDUZVkgWIKVO>GJ+@^BV&QGFFMSBCVIEtIwW%dv5*EK~Y? zXIo+>wI@ttB`K1wk_d~4ViTl!)qu}{-u%^hrGwhCg)BX0sDcWNTX@AO{@B>e3l$f# zE+n+w;6HUV_ed}E?A*Ex8BX>gt6Y(~VsfQ!{^Uo6k7tU@K2AUJf3ouN!oZi0dIO_R zWe0)>`UeP4eV>l?YoH#YBHX`U|Iw>dvVuG0nbNN@lxxrAcOjxc&B;k!Pn_3bg*bVi z9Ut-Pjq31f*?@NerU8)wive5f9OSb*Cw7jKYsu!U=U7EqSy)S12?tlA&NlNk+eht0 zl_kU{T#HvY>?5QmV<~$G+NFq=uXEQ@xS@E}rOyf5$%kl@F_!)688CD}pi#+|wY0VzUM4LXTaH;)LHD|N03R$<`>V!57*5Lo2M{uhr4Uu2KGcx@=lpAdXHIkD-IDp`nGkCVj{;*;VbZW=?e5Cj5drT zq0^yHHCh`U+zQsr&tcL0sL2`D8K&E)ChBG2^nUYh&Dz14{WHFiVLhQei@94(@y#ib z!6Jzqocqf-@Q2~Nrd+-Cq18?w!cthu#A?Ob#fUm-I);w}^7!+3AE)Ozw)(Z+Z#6)a zUbA}V5ZfQa`_`uw@h$IL`eczH`RquQmulnrT%`%J*f(AOIO(&4)){pq5>JbGhPXaY z?`_y^soO;5+zi&P^}f)8S4KsZ9!t_oyjg4*Hq1R@8)U}hMAgX$5^5K28johFrcGv< zC9PUC2w3dTDk2vR7SvtZZ#z zviH&B7aJi9wsHKix-E(dl^#!qW4=g!R;olT6&4$d82O0{8kHKIxiE&AM%R%ZbXq-d z4E}Pj0{Ofn*Q49A!*XJ9VR(daRMJYi8zM4%>}9Pt8$$m>Vya5&k2ja$R;Glw=SDA$ zY=rEF?2(sWy_yg9xv*i7U}YRw>atk)d9yD~XJ?#$;4?or_q`ucYZO4txUJ@03VDNB z_UIW}n+fX9oZI@L?mxOgeX+kwFww!;{zvt9uczJ(AvxdJC?e-rkFu&n3rAN&RP2|8 zvJ`_RV<`{%t!m4%Y6QF%``%NNCKgOTVMYxqMQcCQY|mPfOJ@k)=SyS7l#cI1zV&`o87RMsJk4&M+FzFL_@w?by>AIg#C=}hu@WkCaY%h* ziuWFuTJWUTJoM$2ts=f4o>6}oGP`|vePyXA-XuGOc`IU#@;~jl^51PJ=&$x%7Y+24 zD6}gWvfH-)b7h4>YofhTzXTwN4$8#^2{il&pqsY^%gIALQD`4;u(AT=h7SgZ^gz1c zKrlHuh%*M~f%Nu9fg!F~_)Vb4g(G}+TU`VSi}3Mu@j&{4Avlx=(91$R;Rq}S4TfC9 zB6k%5OE?07MB_jZXA}_18wGHKG#Z0*M!J9@*u5kX04;cU!2cz8^Fh19u|A$2a335P zf^o&5k?ue=_?~C)-Ok+}^iQL{#|OU}@t=UQM-LElpKG{1UfC4_SaJ#O38VxN#a>;0 z>KGtBZX$6g1RQ{iUuD~^=pHKk1wea@@iV~RCH@5>Ac(dm7%B~e%KQs&_CVzSGk{4$ zq0oOD{KHuPM+5}?XM}&R`QHTfbIpIV5eTRhcrU`g4E(T27Z4N-lLrBj|2n`5^769s zU>ES;G8urTb`LQ6Zy8Jh$nC#mN{TQUphUmPWOf(*n@m;_V5HwK%bzk-R^j)Ym7#I~@cphQ4+S{&H(Po6-}6(3DnJ47`=y7&!ciVb>>m1> tqXLjX{lE}Iv