From 1c888e5ca4c0b8c7a94c4ccc69046754d74869bc Mon Sep 17 00:00:00 2001 From: Denis Cousineau Date: Fri, 29 Nov 2024 22:23:02 -0500 Subject: [PATCH] version 0.1.4 --- R/ANOPA-anopa.R | 48 ++++++++++++++------------- docs/pkgdown.yml | 2 +- docs/reference/ArticleExample3-1.png | Bin 51932 -> 52909 bytes 3 files changed, 26 insertions(+), 24 deletions(-) diff --git a/R/ANOPA-anopa.R b/R/ANOPA-anopa.R index 637bd07..970ff7e 100644 --- a/R/ANOPA-anopa.R +++ b/R/ANOPA-anopa.R @@ -230,6 +230,7 @@ anopa <- function( WSDesign <- data.frame() compData <- NULL countCol <- "n" + alphaCol <- "uAlpha" # 3.2: Convert data to wide format based on the format as infered from the formula @@ -242,6 +243,7 @@ anopa <- function( WSFactors <- cleanedWSF[[1]] WSLevels <- cleanedWSF[[2]] countCol <- paste(formula[[2]][[3]]) + alphaCol <- paste(formula[[2]][[4]]) compData <- data # data are in compiled format wideData <- lapply(1:(dim(data)[1]), doONEline, @@ -375,10 +377,10 @@ anopa <- function( # 4.4: perform the analysis based on the number of factors analysis <- switch( length(allFactors), - anopa1way(compData, DVvars, countCol, BSFactors, WSFactors, WSLevels), - anopa2way(compData, DVvars, countCol, BSFactors, WSFactors, WSLevels), - anopa3way(compData, DVvars, countCol, BSFactors, WSFactors, WSLevels), - anopa4way(compData, DVvars, countCol, BSFactors, WSFactors, WSLevels) + anopa1way(compData, DVvars, countCol, alphaCol, BSFactors, WSFactors, WSLevels), + anopa2way(compData, DVvars, countCol, alphaCol, BSFactors, WSFactors, WSLevels), + anopa3way(compData, DVvars, countCol, alphaCol, BSFactors, WSFactors, WSLevels), + anopa4way(compData, DVvars, countCol, alphaCol, BSFactors, WSFactors, WSLevels) ) @@ -610,18 +612,18 @@ hmean <- function(v) (length(v)/ sum(1/v)) ############################################################################## -anopa1way <- function( cData, ss, n, bsfacts, wsfacts, unneeded ) { +anopa1way <- function( cData, ss, ncol, acol, bsfacts, wsfacts, unneeded ) { # One-way ANOPA (either within- or between-subject design) # The observations are compiled into success (s) and number (n) per group and uAlpha when relevant if (length(wsfacts) == 1) { # within-subject design s <- cData[ss] - n <- rep(cData[[n]], length(ss)) + n <- rep(cData[[ncol]], length(ss)) facts <- wsfacts - corlt <- cData[["uAlpha"]] + corlt <- cData[[acol]] } else { # between-subject design s <- cData[[ss]] - n <- cData[[n]] + n <- cData[[ncol]] facts <- bsfacts corlt <- 0 } @@ -661,26 +663,26 @@ anopa1way <- function( cData, ss, n, bsfacts, wsfacts, unneeded ) { } -anopa2way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { +anopa2way <- function( cData, ss, ncol, acol, bsfacts, wsfacts, wslevls ) { # Two-way ANOPA (within, between, or mixed design) # the observations are compiled into success (s) and number (n) per group and uAlpha when relevant #print("Begin anopa2way") if (length(wsfacts) == 2) { # both within-subject factors s <- cData[ss] - n <- rep(cData[[n]], length(ss)) - corlt <- cData[["uAlpha"]] + n <- rep(cData[[ncol]], length(ss)) + corlt <- cData[[acol]] facts <- wsfacts f1levl <- wslevls[2] } else if (length(wsfacts) == 1) { # mixed, within-between, design s <- unlist(cData[ss]) # i.e., flatten - n <- rep(cData[[n]], length(ss)) - corlt <- rep(cData[["uAlpha"]], wslevls[1]) + n <- rep(cData[[ncol]], length(ss)) + corlt <- rep(cData[[acol]], wslevls[1]) facts <- c(wsfacts, bsfacts) f1levl <- wslevls } else { # both between-subject factors s <- cData[[ss]] - n <- cData[[n]] + n <- cData[[ncol]] corlt <- 0 facts <- bsfacts f1levl <- length(unique(cData[[bsfacts[1]]])) @@ -761,14 +763,14 @@ anopa2way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { } -anopa3way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { +anopa3way <- function( cData, ss, ncol, acol, bsfacts, wsfacts, wslevls ) { # Three-way ANOPA (any design with within or between subject factors) # the observations are compiled into success (s) and number (n) per group and uAlpha when relevant if (length(wsfacts) == 3) { # entirely within-subject factors s <- cData[ss] - n <- rep(cData[[n]], length(ss)) - corlt <- cData[["uAlpha"]] + n <- rep(cData[[ncol]], length(ss)) + corlt <- cData[[acol]] facts <- wsfacts lvlp <- 1:wslevls[1] # first is always within lvlq <- 1:wslevls[2] @@ -779,8 +781,8 @@ anopa3way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { } else if (length(wsfacts) == 2) { # mixed, 2 within-subject factors s <- cData[ss] - n <- rep(cData[[n]], length(ss)) - corlt <- cData[["uAlpha"]] + n <- rep(cData[[ncol]], length(ss)) + corlt <- cData[[acol]] facts <- c(wsfacts, bsfacts) lvlp <- 1:wslevls[1] lvlq <- 1:wslevls[2] @@ -792,8 +794,8 @@ anopa3way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { } else if (length(wsfacts) == 1) { # mixed, 1 within-subject factor s <- c(t(cData[ss])) # i.e., flatten - n <- rep(cData[[n]], length(ss)) - corlt <- rep(cData[["uAlpha"]], wslevls[1]) + n <- rep(cData[[ncol]], length(ss)) + corlt <- rep(cData[[acol]], wslevls[1]) facts <- c(wsfacts, bsfacts) lvlp <- 1:wslevls[1] @@ -806,7 +808,7 @@ anopa3way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { } else { # entirely between-subject factors s <- cData[[ss]] - n <- cData[[n]] + n <- cData[[ncol]] corlt <- 0 facts <- bsfacts lvlp <- unique(cData[[bsfacts[1]]]) @@ -934,7 +936,7 @@ anopa3way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { } -anopa4way <- function( cData, ss, n, bsfacts, wsfacts, wslevls ) { +anopa4way <- function( cData, ss, ncol, acol, bsfacts, wsfacts, wslevls ) { return("Not programmed so far. Contact Denis Cousineau if needed.") diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index a3ca27f..af73e9a 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -8,7 +8,7 @@ articles: D-ArringtonExample: D-ArringtonExample.html E-ArcsineIsAsinine: E-ArcsineIsAsinine.html F-TestingTypeIError: F-TestingTypeIError.html -last_built: 2024-11-27T04:47Z +last_built: 2024-11-30T03:18Z urls: reference: https://dcousin3.github.io/ANOPA/reference article: https://dcousin3.github.io/ANOPA/articles diff --git a/docs/reference/ArticleExample3-1.png b/docs/reference/ArticleExample3-1.png index cdd9a18e731400b37db14e1d1d4d74f40ff3a870..bddbbe6495d08e06e257249011d651939580f34c 100644 GIT binary patch literal 52909 zcmd432|U$pyEeR}G>PUxMZ?lSh6d4qqST@?lUat!6f%?HPP3#|p^OP-7MbUgR4QeT z3>ib_Df4?=hI>DI@8^A=-`?N%?(bVa_now?|Nnmt=XspRah%s}nKLJrEMi+kp-`64 zP9Bq^Q0CcED2zG_nDCP-ub^)H!K5Q~;u!wKYgjzp8GkG^JE>wpp=`WK{$ucH>d~iA zHc@EDjw;yt{jPSlR2cA|>?!wuLVc(uw&2=QeuLWkgm_;pp81~g z_NL34neUm8=gj{2#+JHyGd~qy);(wXTbG~(whYtX=E%&=nE7|@9dk5izU5!Zz&G>l z+B^S+k3D>5jY~yhQqn<_rm`?;l*BfobQ&CIbV5pN-c;_83?2hlYflr2F{z{Fz|V zW{xe7jEdSt^Un@s{L3YG6~htZT?KNNF2zuHu4Qifk!r!BJeLwz@a2n=p1>#1qbu>P)350Tjs;^npa zW+a14Md*tcC+57w->!>o#ygg8=i%Y$%)+F!{`$3vA}&XhmiCyN(b3Uy#hH;`Vu+JX zENCg#i>~FQ+mWiI1I`Tml0%fJ;9zl#{cA&)x00t%yQlN9sxZ#n=l{S${8!WTD8F@% zi(X%P?f9AOiGf&u-rNP@;o+B44|eS(%U9if-8&DC*h5_z#jSg$?mFlARhKmm zN>?TrJS^7VMDz6WT0Xs_TyBLdvc-Cgh>TQ}mk)mTPGZ%XHAZDoDn25PX}b#U*!hJ@ zdAF5>%a60$G`I`4b*6W*)7fT5_+&9!5P47R})kwAQ%|KbOMVz9QEVJkNXHaBo*tc_fL$JXSeY= z4@>De{OSHV^1^v!`+V*_;^yXY#hg>O>f&}wzY6PfnXA?BirtP4>ubLz7!+I9Iu0FA zoHvJo=j_WPTTk38dFQ@e{L9q}=BGr_CJ^7x(Sw9m*!_@87>mN=ZGW z3hdv{wU+sy`m*~%Dk>_y_L=4bR-7rTPyDV*mZtB!@Wqeaq_wq`%s^XPo8?G<>(R_F zrcQn9Ge=bd=uM(?4OoXU`rg?LuLIyU`e{=$H&&_E~ zzGoShMrh{h=N!Yrl&!jyoL;z|N->KwPp^L9{30}TV0e^+!h2pFyY2MQDeBg(t}QD! zhch>)o_pua);f{F+PPr6iHc_F>FOL^1MwRMLmyl0}Lqh+gtWKO!fyR#@VQWzil_^_!s z?OeJbEIRu0)XeAJWc4nw8!!FwJ&IKO3ing@rq_-p$XT@4NIv zNMPT-_gzCnY%u``EF|dr&VPE$;E`$5rAaG_Qh9YF>C|0!l-4sZV{*uOayxCLal2^i*}rGsH)MfrYxTBTC!xx$1h(xhg##s@#NF5e$Jh9YMwpYqG6u5s`AwZ4?{!4Eu*flpJIn| z(pIfnCF^`|rCVAWKK1SG6&oXG(m7>>zS5{$vWSuO@KgN)uhwrTI208XJ@4GPV_BEO zFg)(0;XFRT#lzF_?Luo&=s~NtM`bY@Rqd6@UD=aa)YcV&f8O3Now)-_kED-_P2>9q zl_}=INv5?i)#)}yT{W3(qD~pjU;HE2?LFUr&|?3}MLSn68c4lm?&z3F-O0yi`u^`t zVyiN!&Hn9%hoYn7_|t%}`Rb?G9e(eQR(Z88UKop^<40=oYqF)0k+6m7Bmp6iOeLkW zUZFpJsMGulK470?lT+UE9y+83R6q|wc%A2ZbSg1%b4zK)3dUs7;+SUfiu#>@75o32 z*yjK7$My-!-Y$3{MOnTLYt^u-p=XDnV0n-sWs}pob?ZL9e{Yt?Oj*kxlTCU2 zE=u8{*4pJCQ?^ zeoT}#uduLb{^eSK9m)BL54Ogb_1Yc`jw<x}JNE4BLx#heI)03!@mtqY@JpvE((F z?k{breNxZJM0seNSrg{s-M5A!f7S~yGUqJ2$M)q{6B84c7{1$T7DsSYI-k-1btL)U z8|^0ZG?!zG=FW+TiBSURU|YXlQC%I|{k#FtSgGq%v8nId=6R}>N)RXcOEm}D01cOs|$r? zbWW*8>vT@qd{*`no9s~y;Xie*_9Lw?wvKYP{`wY74=IgQHYy6CExdvPX6p4-UM}jj z!`L75;VUAiefRTly#?AR{pg8s;wxzCWm2`eiJd!l zF1BOE_A?45Cedg7gqF$YjE=O&O3`C7dOtokx@c^yuwx}b{YfTO&&NlH+7SZTM6RR| zxMbJYyliZy&N&%|(Ce}B&^8(guZhBZeA03)MT_HX+oO{kdu$sA>a#=;Afcc$j8MUt_BqW5HBv(Zj@TPx4P|?;_kMUsFtsAf( z9%s%uIi19QY~QvXO5svn0L7dD1ajD_gU6 zv}VY%+N%7xW_zi!R_Vwi?#inYnZ4PFX7}tH2J_I1h&AJmy`x;F!rxv7q;txdFDM07Z8(tXeP^^-`PJ zabONVzYQd~V(YLdGosS`^yzM+2>!O{x)@4N>KS```yYFY-C1op4SuAU0}kDCR={I%-_ixmVk3<$+ec^XCVL zD*;{snt#8_%*xXIX_ituM0s2{mPj|QYWChsYAweNEH_E5B{8Jmkuoty+ov;dD~f3m z`bw#NrveVE$ko2mWo19SV`q|!GX41(f3DVG?LSvESdH2z?k8Sfye1+eBcpKLt$Ys- zZz{@_e1+Lj?cWaM5o2}P=6A)n;AmtB1b^%wB_}7RQw`N-xl8CFSheBhgZ_tXBgz4p6Hj`S)J~%!L%wVz@alWtYKzHYrh0e=HcQhTBWQWBJY7H}H-^L_%Gl2#-yEgYI$ z>vSkybmgMf+uH-aI&@{eFerYmVYYC#tY5pJK*V|TDRF>QgYWVBy`$r4W4#563JM{N z^H~4~+Yv^}BNQX;=VnNG^OlCozeup|P$f7})?{E{V5BTLD-=tqsj)FEB;?qMdmFyh zPEOb$9vI}_Si-j7_^d*pM!L1Z_{ab~q^BW25^2CRYxp_PtpXCwO%A7&LIHbSSuL$v z-D8FR5pJn4O~cVKM(i8(oWALDm5H8)GP`7JH3 zsQ5Lt$bSDe#s;I&k-t_kGi{7naMBN?hh1h(%E-1n@iMBxzW`+pg43Xk&8NA!x$T1J z=o9PCAK}WHcE@8g2Yue%T^D@ZZFMWsU&jE0v0%03!qWrO>g{ zf>e_Qo-0>8pFx-ERQh?Qu27eC87H@Ws+*_1=Y01Z{#D==9^b`}&bvN&UGNC>+SKd+ zj|2;A&}Y zlF=48qH{g>=M)5^qUIzJEYm*)A#+36Tnf{d4(k&l+ShW=Ih|nSzf;w5Z_KxykFt%h zS$?@!U)MdIv%5~Gc%13ok!9U%A)%qy)8$XHfj*fkcUr#qTZFMu)~*G!_2|(`nw*-N z@4r>Qcg9K?%C#t`9{T%lTxdJ)Br5p*fdbY~eP;pN|BJlce-CZ_bC%K0k9X4pJi-5l z3}NfGO)_a8DAy{VD#i!O)INUtR01MFK~pnEHdw-Om%z*lI-*72R%deQlG5?x*Fpa& z$jCgU)0YFi;On#B0r>)NJ`S0jO61qku57KFtQ<pElKr4p4D;`8tc=sWi4_b4 zcsOMCGjpy}kLMUwCE@3#B_$!NxRt`9qE5+OIGJugV2Gbw1ju``qUM zVKphQT@R`{yr>%w+sf3AciIfpxw5vkz6iYco8!)G1zaaa*I822knd5@(q{mENR|QR zT7*)J`c7J9hTSXUs(S_*sMR`ZGS!qdtUNn2`o5gJ#Z7y-?R1g5U`<#_iGn{M-oF)2 z6VyEB8YEO2z4_CV;$R+OVU6M!(#ix41&TzEjg2|wM@C0`Qh8M3L&`Z<5%AeK`-n%J z={ihZ00^A4>({SmCP~k-8IRvNj1QD^(hvtib^ral0Z^zkRHT_nElo|dHg)^Wt4%Wp zybiN_AY1{xKJTbXZqNCPQBqpE{O-EFWU8W~qOO&9zn;%=?EIXe<{RrT-BRV9!~Z0I zh2w~MsygVH=^~!Ym`%9=Bjxc8?1|^C0k=b*KOg*~zVLBWvf^AF&y}JJ32d@wlF*pt zMLKMvKt_U{bl-SLDc!oG2*|_J+xvyIW1IX)f!4&cwl>4e{vs*WCs%+VT3~O(bo!S0T#YOMiw{OdA zv>F&|I$3$zxm!CIY3L4%p|GSCVL8PPw3oL#)Q$!Kho!wY${cBnBs)qHT%gnhy(GiXZKiU#=v6 z?p%-;k6PIU2fXw)P5W+d4eKY=Rv^?3f3uyNR-@E819(EW z1bw1eHHAT5g6mNJ1)s#VJDT<&94KH2P2BSpU~zH17Av$ zLsS7ZYmk9rj2nePY}QBwvgEqN&JOO_jAy7=R;^xbIQFMUTMqczf%l(ihK6x6_tWDP`{h6BukCF9z; z^V@^1C;Er7CpAEPRK7gtdIP!X7aP;nn^Bve93HIDReg2-w4TGqM>`*U?*S0)!+Z#g zs;R2lo?J#IWSSg#C<}xDctFwdMt-pSYND&Vl~qMt4n;a0RBB}G_ScC*=l{=Ofh}s9 zTGkXV2H`UP`+{gOFxbFH?$}>gw#AQk>n2?Mwx!y>Jvvjwg(qM(;%(BT?R6cJ%VE}} zt{^C29YFzi)@4vmy~B@Qz5Y~p`i{V?$W$kH?EfP{>K_st`-{a#exoqhToCWa%XsqE z-Me?gOg!>~F%bt9mQddEfeOHGJLAnjVSGmj&?OuqKU$Z&TxsC4+L+nw^xN((r z8uO;jl~q;2Nx45?Vx(GR1StIcC?lpwX~L7V=`d47E)hZt8yCMbwQ&(g4+nhNQP4HS zy@BNrA+7N%=0luy0w;}(xEc8968vlLR|7+?D= znosd)WnDS4xoes`VNwu3>^OrHuoV9Zd-9)D5MA^BU$V5Kw$exegQAel?f-UJEL0B; zQC`%rC?<|yPeI~PO}!jSHRx;p9B*={dAFko$c;DG7K&HSpSfne=SqgIEXPqQ&7%2J z>o>1}fEYYtWK7JN7t(?E3=UT%HT4ZYLej!2`?pKEK0s||$>T0__H2dGC`b!MHML04 z96Llsvuk?@+Fx}2k*{y0NmY`;z%dRW zFKBYs*4D8dc6N63khHY4$L|jPYuY00rBHxK%VH*1thG#S6Gl6k4ccs|&>z>2^{s-! z`23esR{SnEg#KVN7DjvTl?2E1$7KtP zjS)~cy`MY@2X*jicMz*-TZ-=2F_#+Oyd* z_#DDy$JI7nHh6t?-a*S>_aT`Lc2uo7z#AYkHBfa$gUQ+Br?V%=yZm_>XM6H62U>b+3U7a9}vKhUI23 z*rw*u^)9(J>e91bfZgi6-s&-5E|lKL{mI_4kCO7(>aQjn}Wq{zYg2kzP$ov43`rCCD#b-C*%jN=}Y#rY5RW8Xb^;V1#Kw{LZd|oPjlF z=5-b#H!vy9>ZZ413fJ_QalT~9zq?-Wj9l&ZyuBB`oTQ@^Tu}@>9+{b$SvVMz{-e6Q z%IyW~%pzmH(X$sk2J-Yl+wP}G+TlNQZw_4)#a}`y7;C^Ga4lW%Yfbi_>v$6T1P)Or zbvjDN!(p?7-)x=!gn6|qGHy~*()%QR6=C)o_kcfa8f;(%GCR}S6Z8vKcT~iQ0|?(S zG%_(!1j3Df^~y6akfYcZ&t*T{El) zLnHz*?BAzxkoU%HzMlTUk4Mj`&pPmLq6f=UgSL6ZuxOjQXY_j_N z!{X}y4u!4{_Azw5f3P*tyg`E0<>@wEWi^=&;6iLa`yW!?d;ZfetHDcH20K>LO{#<| zFQv6^)3Ep~P?_bJKG;1*%#_0f^vwJCU5FIR zxBM#^h04v%ZCKTG*_=gOZXuKFY{rd*roGT&;x>{o_tFJI$p6fD^BZKROe4X;x-x5Y zDc$DnX**Z3+#J5kkh6A5a7i-hTeqB+*Kk|(Imz3bmfkn10$iZJ9nSUx7(l9@*^)#- zVO>KxbxuV|A*TRXLOvle@i-Rg=L5{NrZJT^#@GMT)%yv=v9Jy^q2DqyynQo_LEUi+ zZ|08FPL6AlmEdu>_oPA<#QGDUegcadJVaxlhTPfNWiL1!SUx}t&`gN)1Uic^Ukt5VW+VaB&p}8 zeOIq~`uzEG!={g(^bqL%tUL6eB+)|_uGl7|#HgKy5(V_?rLPT#QP&z88A%;EKJzg| z7yi%GfQE)YsDX_nn1h3W3@Z&m@m>k#aSSj?p~$GQ*gN~l@u7i8t#Pi+y3>3f^&u&( zyySO)W=?d3-+>;2!0~pUCXx$WTS&}_CRO_#N2_Yf#)kV6^*$^&sZLXL%65KlL^(Bt z3W3>nWBcOa4pV2}mvPf~M?X$Prhku14qjOKuDFW-ybD$hn0}F_ zoYI@}L%lOgua>Ry%e`;R^l+FnPg;y%m4RW`>cmfPzQ4Ml%N7ev87$#0hf5;m@P
IdbZYmRNE8t}o|Kav@}x4+)6WbxeGX&!Tt6d=)6;Q!p?H zN1fpC+vYz?C*cVRmM0Ag^%{hvevJo}h*~M-KnEWYgGe!oT*^FP{bqe@WT|*ViNy zY^Fo%D0Z61PQ6Vs5#iVpu3jXy5A`H;4HzcEf`hll`-$0TupVE(Tj!XVrbYj+Z*&pW zNI_YFQ;+$Nf(#!THI9vq_3+_gR{uogxNG-pN)?q`VZB?paRsHmX~5po)02~iCA*%U ztx9nT(pFKT)-Aa%W_an6bqY*ApNGrUl1wZRk6TBsEMrxkys19+pIC%#&wEDFA65%U zL9Ma?FLr9^d!f_*poZ!zeV-R@oKDG`)&T?a?=xnr6F|D=+^&C^1$=p zU%G0lgFh#k2oL?Rkj-Cme2Gizu7V=Rp=$5@aWGRo>gME_*#SqP1j1I8R)2>(;X)xh zNX27=^IeZZ{FS65>gZ@jrDSBN)B8*0rCU3aYw!JLy)I^7e|vj>jYAjV4k7w%h-Y)r z>wZ#rMM7(&$eT&vMpXxU|Js@T|M9;|LR7_Qq$fCy+tZ5vGXMcc^P}OMVNVJF(!+X7 zwi%k5mV0OQhlZ`^U?kLAOQ5qRtRdT%E3c(6iw)h3N=!)TzAr#|_i~q1YHBL|;P&8s zGd7L$vrx+;40H> z4HR!>Cdt*S?Oy&woKl27YXoUTH)1WtKA%~W@>~Zt6Zze)Yd+iq({Yy{A$}Zrun0>} z0Q^^2l6k|s@aNAZod4u{m<)b_5r%V&GPgIknF)Le_pO=nyx?9 zEdi9S{O;}RgTA~xkq?2J)Eyq7rwBRsW-;GI)SdJYNd9d}RhNnb5urSyr)|0}ZmW=z z-86wNHEn-he=lD4B|tb5`gd#HYgZQKX@0V97fihpYlZC-0-Pu8h|on3fxzWB(HH1l z*kX|~?QW#BECq)np{W@_-UT&KifB&**ZHm-CGu9T=XAmla&=kbA}eukLpWIwQq4nlkT|s%x5BXA$IqEw5Pea;hC#wUidZD#J>#bZ9q zr@_F4zr3@@Lbpi=?4lVO7<|LtiUEsvlY4rg*V=;sqPV;!k(z{l?bmZQ3Yi^&`)cv( zU0+`nibNI_$-OARn>k#8hUG{Vk;c3gat#fds}j|iHXUSo&_+saD6r`3kbrM={B*Im6iK!I@N{yKJ6U= zx#;_{oMP50Nuxa|Z})^}Nq31-T1qyW_gy%ROuol+_TEo~ zZo(<$^=r5#@bBI62Rl0@1mlGwH=u|o`NtMqF|+T>Aw;*1+1p~oZPn4?xQu|hVSu$k z4>1!WRwtMT52&x3+Ko9m(QcY*|!&F}T{-}Mr#qtp z6!i^hVwy1cya;qsr6(Aca>4lu;G)5zJWWh?KLDaPsZ!F{4~5o|pp&;~3cP@>PW(rG zv*&I$NZG|V(&?7}$cd(CF3!n&-E_J2!3p*U1x>fh?v#I1Gvw*xH5{eK!f4xL>! zy~a*}82Tq(veMF4c*z*qM?XE;OVpB&1qD`pp9P2P{7k935jzhFA2LimACbinSo%@qsP(lJmZQKU>vMQ~f+2Iii`z|om66x1PD=;wC&F;o z4!f<@?2@CZxDEk~&_jOz{;gTn*V{{_K{;Y%OGdWCmA^_m^{zk%%wl$j-bNa&2-KQY zOnRF006&O?%d-3JU%(6VJAyJny!BCM}9C8_if) zNOk(&Z}r%LT2^$T$Agn5`sX#Po{HB*gXl!=&ySQVKR|PCnH;n|yk>lOF(oZU{hP&= zAD0AM_$d;^O+XSh$SKFWj}KS4#cH#EPXM>=4RLJox4|s14h*w740VDbQ~lJ%0G@RG zt|f%xj~_o?4)duX)EHdAlLK0loHS@(?vS3dz}m95=`rW1L(v^`V$#0bC+dbk#%8{R ziPCa2)l1)eLQD=lDYw#NA;AvKe=)Es#&TYEoKq00SN1F2N5KXB0-o>)m;T?@T?6(T zD0@-=px#FN%{YkaM80*p53mw>6S z{eg%EYNKFvhijHaaYY~;5j${qBm$JAN|?fok~NgswXAmz z?MwTB#GIOY_gESrMe%CVO zbiE%2y%jTSVKb3_5OZJfs3l#5%>Q6x$fPk;Yucg6^EU$nIINO5KoT<-ED zF(ugc=pbouMnuDLLYh8MQbt!@O6Q4~DJvf|P^f_1yZ6@dq7&lVdHAyYxL0JEvkWWjW{0^Z%-aVA3P=kcV4D&7{yoz&gEUHY=Bu^A~?S zwnTl;ssdj%!JH-XuD+>tUMk9_?E}`PUivDk8n5;gsBd1%6U$?tS0dweH>xCId7>G^ zQ5ikoC$$_Ce(M*7DtZ~5N-hly64-XH5YXM2a;nW4pwZ0z1@N~qX@xckbJx}^QoX5oJ z{YYsA#{1iwytTZ(o!u%TKV2S_o^)SmyI$~86gsuI4jxnmq9HnXQ+qo+ewzj$?!7Hd zKmSSvUrLdQa)!TZv$HRyHmyE>;sp2Z-LjAj+r9?5GO=t315dxAlTv;g-olT1d%i36 zIsN&0bC2(5`+-vBC(~*ANNB`vhFGedy*-NkQ!qO#Ta6*H#I%kvGBJO3VPO1t_&Mr0 zd)#+SYX-$I;MT1L>)a)T$NP)v#Iy8XCyt2oTW9Jd&l`^zD8KbU;1Of8NmZm$bP-%S zdi#Ah&g9iF8mi2kd!(lg*3Az|ndd*V3HQF=dTrW6_EZkg&c)vy(ok$h?;Z5O?2(gy zaRz(k0b}H}ms)@UMV7)}-Q8v=baIkFZbk2uf4+2PPb>mnb>ZrTGs+NKYtLF{dWcnf z+0HFn#9%>UiD8~vSVE*=3KK(3UWQ3C-rNOWj{x*7vFUPFh8LQ$Odf3bp+p&xXt=)f zPqDOU>9vI`VEwAAo2F-7Ug1)d`D@X`HZk7iTqRb6yCyb`nMbMfA&=t945y!I_IT2% zZ4apsbx)JzKD&n$30j=LXyL+d=KDWHJ&SDlR_0!kLe7X}gQQ*@)Yl#cvSh6P8mi z>P}wXGrI5YenTO=aRyX}#i(!4pu}i`pVZ@DyFr6VW+!oq8&~D!9mj)N%LtU_14NWQ zJ<3STizIlrMaHgVXOBTw+OdFufP1{GM;0Cy79Jj-Tepwb>Hd`mH*e05eN7R%4oY=( z)qXbjPg-HJxbXsEFPHM$jm^y;4HFNhF+Y`CiC0z9*;%ZZWzSOg0yR z*ILQO76A%#{tW98v6w8icf3hPW;Qn7R8A^&$G&|EFu2XGMTPlfv3!acGC&eVT7)TN-O z7lLWyp^-){WQ^x<>(1WFhU-`dekVQHg)tJG($dm2IZ4SokJ`$jxoIPaW~-Jje|GmS^Xz9u zEXPh2+Ue}<>EwKbo^S>fc#TWHPrd*N|m0P5bRS$9PI`gO51R!fVXU|K6O zZ~pvt^o;&JOxL*<+I~L&3S1QEdFMQ5ii=Tks>Ox8w{OFax-!v;tC~z9Diq6^o6M>C zjY))c>f5v9X+LkQZ>+E1f`yZsp03ryL8+^RFN!og$YaG*X`wVOy|JcCGGZKWKUK=+UF#&n;%JrK$egyhvJfTtUlmz?0ev zuCNG64kUpZSji9C{1pv!dI(@U_qJ^k=H})An}pZdck%0{0ci7bG3mfmnXqly4}QN; znrNhavxGv?PX(jCYW@1i`}dckJLQ+RmXoZE%zYhQ-KK_yhF`r?3*-prE2*5(*Yo2t zv#-p00XR;keO+@ICE{fikoo#|K79D_4YCI?0S^ZU2lmuXPR`?S{VZZ;EZuM^CTcIZ zxsjVnJx1zED4r&qrU0xPvHi#^jB4Hb+9*+#Q{!Tx%qr5zgc2RWJo>B)`e-Az2iS_y z6O6y_QPU`I18Y`1F+N%_X7^izk)j?6aZshbJXRS2my?D9kc`{C4F~FHV)qgKIH{bf zSS?YS9C~ep&p1DUm!3wy!MyJBcM(=rR?LY!x*kYHCJ;D^We8O;ju>Dd(Ufl%pd7KQ zwk$qPe3(E)+h_;TuZzX=$j7Jc?+d(?$~lCTLMuYW+F?FYumKbwy#&#B`4HL}Wa%*n zzP>!WYXk&FI5apzG-T)x7A7h$p~%QWiYmpnG!|4jguY%<;*XWMGcpn&L>J2!$UrSOg8k zPrvJ{a=PN^n0PLi39-Bt-3-NGP+|ZvNClLYm4$d-`W7r_|F2*Vgy|RBd!97bU;e3& zUWo^v&cAZyzRUtw(nD`=@8AN8*+NZM1~Vq_FN#dAe+@7G<7~aq793q7kmeG$eJ63N zGU(S_h1j^?r1E`fY2qiX9L$$@yFK05G=Wz!-P(j!1ZWdG;)mW~U)YFaU~j04xO7rs zodA`SlgJUFowZ=Oe*E|mb9QkZGw;M1b?oRjzD|cw(H6nn7>Z$P1zC=5DUazU<{#j* zLurQ<7@1s;V%=C+t_ypu={#=LY@hQQX++VuDmT})R*G^a=#2ltyrd;ejD2eiAE6?@ z?2(A|fp$He}YM%6W$6J+lqM>+T<9mB{V zo#SYR=g7=WZEg17cM};U1mH)b=SuciuiLZWU}7|n01Q-A6-Svd@be~zSDNV7t-03h zIo~xZO)HJ}!`o1Bv{c=>tvoiiqT(zG-lSg*wlN}{BSo1d&H1LU;DC!@ z`#8qsW6wRaA80!ewxvZ@LE$YJ&x+7{Q85Ocq5u%2#o&f6t9 zV)Sj&#cyKpM}iRH*{v>&&S7dRSk9FC)cvM4yIS9H)hI?Pt*Wx=DSiee=Zr+KEMhgW zYsy zbDT_G%mu}oXRi$tl}0pJ(k)w`AZEs3_FQw7&54`5JD6XE> zI*pzt1-Xx)X$%&BMJN*`j7vmBghY?4uC4=6CfY$MEn;C&I(6#Q6CT~EMRH_7d&or) zE-?|LL1IVn|+*ko(#AwO!ui=5lYa9~m7rLLVcx$3xOpuQQ4rzLJ9@ z7MLpn-KNTi%VDF5#@PqyZyf`jCsJ$d+j)S5!%_cQqg6XX?$!Cv#@u!=KZk)^B(WI2 zZST()rf%Y?{qD-XMsDR81&AX1kON5tiQlI4&J92kv+w<|9hoQ?_A8}d2TdvyWURwnurF zxNVhTZUBU>Ok!kYEKN4mf}^k%*$W-Bh7UC!ni(H_Hqon!)qy4`6_)1hQu=@Nl41@m=YBTBvcqm$thKU}8 znYMylCq%>=yv!CNRB$Ur-T!Xvm7JW6kjBNz>apCzs4^iuYpho)(Wv|kp*M+@6maIU zR(Wx;JgPYC<@AUK?_DaFPq%PjtuQgKl?li2TQxK_g<^k_VHX|ic7?-D0BzvJ9nQeO zFdLx8{z8U%_x9~cdUIi*mSKv+gUHB8e9K28jHmEN28uc`6Wh*h+um6}Ohh1Y-*7+< zuyuA8$4Go>Y}BKzsobmX?#BHFy2Ck-%M?n}*D%?ws8b6H3#I9ngTGbW*X|aBqihyd z)@{M#Hgy;n#hv9!T~0Z2e4lZJ42SbrT*o#ebSD)fxUb^i=$b9S^j^3mqr#?JmTEPf zmXxGZtvV`8*_$X7uBU*6IB6ihT8~FiP&p_li0C7;Xc?*L1kBeoB0fRwEI6Em-Z^Xo zIu&87DtH6s$UK5VA3S)_J2d1?^%r#}MG?s`O*2UDUW@-NyW>c z8mCc{(`b-EuJOiH6N}LR*ab~ZO*G?wMdwRD+$k0BcBv+utf{FP+%cabLqocceECZV@5xPF$cl28Bp^;)1^jtdd zQY@7c$>!G9Z~>#TFl=l(Z@)b2;>E>)vaNp)W`#hV zClz`#X{7?&A&=+Swb~6+lW5U$Mi?y!2@pBA6O2GiP6S$7Zf;z{%32QXw{!MWoGOIt zG9SIx4r`N|L;3wSH&>j*t=cTdspcb6bt6h_o5A)u13@1dH7Q3v*Z=$}`+J)aVj7#^ zB|nkze)*Yq9QmvqHQImd>i}COIZD<_==Sg} zUCYdrnxb$~@~UfUO3Fo;u&{TF*JxeY{OWrYELgwL{r>H1kT^iGjDe(2q`JEL<6P9# zQfkdTY|JjN_@A80OL~$mQ>+jY&6BxL6NfT*)}#LL7FJ5Wq|wYzIrFoK|7~@(|L|fL`7mJOI1|^`Ib+w^ zLNna-Ll-e+aAv;V*>0|I%Gx?9Sc<}R8p|`z1a}I1n@|{=LJ~P$DCj185dxcj+}VBB zzt2JqN5xz6EtFxE*TaYM^}3(VQT&dA`;6-t8@tlXhfBiJm6sH)#7)4L)S5RMZj0t+ zz${kYFU0jcEbP|mC1JaFt(J;2i7ZtOl8%(g#E?xLog-xajLewIuGPnn9SeK;^8Wob zXJSKA;i$cJfZ0VprGNYy0S|LX+3s>@=zf?1z~e{ZGTSEcm}=bN0F+P7!B$BFrPx+uwx|FkOle*93ag)@Zt%4iwQqaXuTSN;aS{S&v#56H87(0KUtr?}5wBXSePR zssYmR;EsiqItoY(V#Cwh$A(nH9a$QICUOvF7lHL>L+y(T-m5ao+fc4NIA%1T5_TK& zOXyibu@qhR%=~GORlk(0sz7b2OV)Zs{^yL3isc4jhx~dbLilujaHu$ZU-FPj;B&cU zj5E$lTE&A1bNb1tZJ9mq*6(3+Cy{|l1ljnryX?UuZdBhmm7>0czhQ_)5kM9e1eova zzI!j+qqbrZ$ia61aYI*g^K;me!XVy&7>&MofZ}5KNpFwAG&@HG7AonWzMrS_4gA`M z*-w2TcPW0qZMQa}X+_fbSYKfz)C}bM)Ck`w21*Ra8gb2sA3{92l_lu`_H8?#d_Ipg zAT*hF1it~08? zh+`$YH-%Ed4|ESsUDT~wuLCS|8A^3(WNBN@G=UkGMK}xO0z+ueX_FJ9r6IHxB$pt< zDq-%x&~0;lEz?$!laq5>gs-I;wuRfpHB)qbYSf2^9lX%{=Ez`oOMTK zC^j_+hE|Y9#juTN*7u;x3?YrX&ku|6vUyy=q&3CN9yf-`eDFc92m~yZMz~(olmSJX$I07Nkp}Q~CtXI#NOmLhaSq(((el030Ga z`1xfJhccdPYlE^O*_|2=y1=j~v63-D0 z;7^-3P4nkiedgt1o7jOG3rBqvp>>E8r_Mm!u(P!#_zCq|0KgsB6?Z~`(G@_6E+0at ztP~yOWr3qRj*KB))PwoEtf?MUHRpJC1ELP5kAE=_DqR4+2Q9lxRfnr^= zvz;+#pcCqRDJUzWDkt=J5LFCmL1;#<-%t>P8Yo6R9Qg6c=Vl!bG(r=;ex~3W02O2e znAenb21PsdLtbbjM@#+3@5C9>K8F7*lh%O`r~^zhdTx+|B7Q#xL`SFDF%agcSMFoY zP(SFz?cm~)1Vk#Sofs6%#O~ko#GM^c*-7pIxr6>n;%t5B9+L zP%SqIPc(3I^$3vzc$9Q>bi%D3pV~G@vt+He)7NwSYi*qxBF12?kdIbPBt8%+dX3|d zhDx*&8r!ekU!(Xeg!PfeEcUA1i)BKfOHfGOWvCjokG^V>){AUk;qW|AC6aVfdsb9b zEO)345Hc4dE>pr!K|4di^Tv9`tB(o_3e@ni>^~&%g)BbTi~K<{8C-W#|Hr1fi{|qazxz;bU%Y@Y@ET z{U#CMAmp$BixCqNV7)=lz<^JTKL6U1m*>Rw&!3NY`SNQS+fUN`#u@(RXWVOT8O#Ua z{7q^yR2D8=2$DD>A`W%6XMeV4CTDA9Vk9h^laJCSv9AuI*IA&HSwXo4gs>7Np(Fb5KYmR69fuIjf0My%k#`IW+%mdT@a(gA)HM7f z5y!zi0`=qL$7^Xt$T?C=Z1_-Kl;T@L9|9PuTjX%l@S!qT|F~-@W?O0hgPgQHRW5~N z!25}Iedouak|(*88zy?O@k_-IY#!|I-!(umWzzaLo;aZ}SZrL#r7a|+WshLNn?wR< zFd+S;L64pQK@x~kOtV6fX5k6^2-)Y+)ZLLate!VEZ_Gm@E8oY@Z&$0B!;Q#gOP6k< z;edw|sWIi?4rrmV_pmTyLn2viwd`9tg~z&caggQ?^T|Bv%Xfj4-57)cwI9d{=EfDTh>wV{#0Q3a3!ok<;hFdu2qPDj5CXmYtnFB_n!w zAoR&!xspLBUmcD*`dW7hNLQo|d;jG{H;zDtBf+sZ-a>YTkm2{W`>q5(c*!4a?{{+HLk|Q}Wk?M$38b%QL zO+0)*pU)g0tU3sO8%))6giFu%3v(%tI&h3b2~2S&7UTH&%4N%BgAP3)x^EaeKsrLu z=ku!jD3gV}!lZ@|!eJ0bfTYBjiwGqt{EwBq_o&Z*i5n`(a&)L_!1l*kWe*e3VnV9% zjR!4dz1sYW+nl2 z6%3Dz91N4p>G>Uh71BW*q5z?@V8Gs9b@~gh=Yt19uzhn22q+d^kFD@hM!HY5Y?VXP zxH_ma!h8TGk(kyFq`_rA5CbylyD@KE=-d07#mUigtvD#@8zKK=vnNzx>2k&5i$Ic% zfU@B2-U@#KoP|-K>$$gX74PZkF)V)WPELRW4;@>w{v`v2s}THGf3vUY$BP-=+dF5p za>YvAT=N9Mv`CTV3gS>G1~5zN z#cL@?n#ggp;6QNh))qj#8MU5tSpIoQ&UgrG1_?}Pv`7|XJ|`nSqzqK~vbWuOU3@-4 z3Z$M!-^sRzG#r)sl4<~<3NAFM+xeu;18Fx|c_+oC{VV!}QSXsiLrDTklt#)e+>gY2 z(&C{Y4@F1j*s*J$&i4s;RKsJ8GV}!~9My!MX*%Akm#iVq2h2V>%?t+x>N<#bKihiV+8d3o1lCB!3|BAUZ? zh1)Ov1hh^Luw4|`f(D#q0*`{WivmsX5F;fg07u?r>1;-sI;urZO~DGBrUhN7 zO)V|$cUb)eSvdt=8~2gg4UsbOr6S$8l;}(CdGwox8D1u z_?=H>ZruOTxZr|i!YwG6T=Zq=`-MQo%2b!OFEI>V2%7AZQ|)Y9x}v3rnf9);pdde1qW{si$f;>?hn zgjYi+-Ir-!MtLj_=}{gzAdM49T3hBuY+d8v*AGIg47-Pi2K?fU^H3vUGSagCfg^Ot zX?%`2G-uJ0C8RjTb8U5aG?(IX8l}zv;AATTrveTt$eI{2A{pi%tPG%$tK;&M+b%A? z(|#SBj29Fly%9YS4Cs+V1OD z8NgYg6w<2k^!zK;XcEj5iGye2PeWVr3lHEbuJMD&7Sa6{b4nlJVouNq=pmp9E3)RO zu>oLb4pth05-);bLI7tekcY_8hyUgUYI#FMH{zfb6T1rBMm`u;*1~B%P2df*NYci{ zxosO4d`{4`4?2z{XvDT6>>^iG4zL}uA{91_r*zBFj%2OU9*njZ6~-7FLYKP85k8eT zk}$!fmFVr;V}!T{&pVa=asbOW=5mM-W^jj|XEF%pD$0a1VU_8N8&N@TF!gdH4 zSA3lwU6u=ps^kR9s*gWHLa2_AzR)1XW$}Xm>cyAG$H&Q{Tdrm=GVs6Jdk?6p&#m2e z*%NzA4E72ZP*jT8P%P1a4HZPGHc&x8X@YgB(IggPuwWMpN(T!dO;BT0ilS0f1T_i* z0u}@n6z*>>vcI$U+241@Id`0K$GGR-H8Q@R%B@E>zu~K5beS^_J9bb3*41&fid5e!X$NY>MnE z>OrB>{Db^xNt~0*-IH6zeaG#$7DuG~Ku4qi4AE9m#uWvnw9|8_&PiHRg@Pnfk~%To zgWlFKhOW+%Eo``y?NmN1WX_4ztsO@ldmhvlB=6G7=ML>mup*AdnJ0t;p&US^HDr@t zktXzLx8^C!5ei)@MkX;N$MG2#K8K3q!Nt^=c0^mgsjS?Skgzt+sS|F+Xb?_{>qzAT z0>2Y%uOr@!agpstNKKd!XND(}^XP#CjloMp+|#-A)W>%7r^g(fkL#b$+pS$ru@A4u zkckk<3j-XLe-Y(Q3&fWaJB-NX`nt7p^3!rK7vLfV;WE~pzhMr!u@Jl`z*^U149AQ) zkgR;AiWn?Bi7eZH`^|!d?Ayc8vZxc>8V@Fv;2g7&Q!My>*k2OxB{EOxx!w$h$3nkf zuUdb6ezij@@fql zYPPOLQ77O4+|G2MwgriK7KO01?_ceG|0qZYz2Riun6=<95+*2`ecq45V+%s$+`|SO z_>{hUrKLty;AKlnL7(i;|Hk2|$^tb{4SrF#|84_2hJO`e^H*pg@d131#KcXt)f}|(WAlY>gv|3JR?AT^tsFq%b#Ez z>K^KLd)ebl=P0B_63R-E!enBxZl7mC9b9rP?(^?v=dyn@@+4PY5wVrB4RWQmN51C- z%x#c5Eu+T^>CipO5#M#|7RDX8g$GZ=7N$%TRh1$81&axj6h8QB%$r1=)okYtr*F`*iDJZ2 z%2(1nAiEKf2MJGaG$#Xx51%V&^OUr@8MWC*PcubBtAwpDUc8uHd)F4m#Rl3eZ*Fk` zyQhN8)&&1{cXp@3Y(7jjXnN#cB`qNJX zz^x)>82qB@?b}rz)Nm9l-C%k}^yO^tLYmXI#~APHtH9qEw#E^2<7w`nf3%hLl(H^w zBBXKV*)#wAY0}FM3xl5N{+^j*gT=j>#=5AbxKfyH=bm2w{@oe+srd73!8v?34s2Id zPbcNqB}15=&Bv!eaQehYBiq50qGARqQ z*8Ropgal5Iv!817@m=Ax{gQ~J0rxzLGslb22~C~+L(FgTObWo8qf|$W*~Gb_=IG2c zy>u^%?I;QH$O@cgE>>lf=Y$_dfz@lzEi)e1%I0i^f1@v4C%FIh$JcU5imI(opFVmN zi$NkcduV{0f?Y0uauBi5l`B_7=|OB;)XK*y+Obe2O?$dPO121S7q@cXvu6*FcYaZ) z)vH(Ml|J5K=z+l5`iG89R?g*fEyCte?HYt^Nl-|S9z8UAnz^eW+ z8_t}vOvuTQMp@tS(Tf)?Qa47HH$?w&60#(7ezaJ&EQm8qbhj%tx$)6k6Y2VpOf|g! zYx?AhRo`ww3mA`FcG`+0_iw-bmLzOeQ77PyXT{@(Iin2-jZ|sP&4#H`2Uj<@^N=>3 zBPOGRQ(sOFBY;GaKtV)=Ub2-%C6ZiUm*A{HPkUs;mS{FFd@fbyX^=26Lq7m%lgqZf z^M^)_W6|PqWE%k?r$Mb={762kR&5hTe z@A30fHzt-uPZ`OQ|CMmz#IYo34utB-QejswXP?XVX;AT*yg~c_aBfjQ4UG~x7ttmh zTnr9yY~_|f-cQAu=G^e@n$4Ae@qxa`0ry+3`r0J5thWbAvqL6l#JSj)ipG5g}MJgs39rgeKx6^!uny;E!^^2N@r zw{g1^sW2*%N{f_);VEZin96ovUpX^ z2xK!_pY`#;o=}GLDBWeH{1-|mDvD(R#7z-_gy&D-2{)Ykr|t%^MY3abWCe3)i@uCj zoL%IPZ*#wC2Z$A?F&3WZCuT|Xc?SNmSWVkHh=^`cyoNFlLZ9>GK=2@axfZF&kV115 z!;ci{PtTNIcb=?yu8DosM3Lnd_5Teh3XqCMKqK9{iU0@RN2YBR3>^95W)oLRVJ zS`7>LEG?}rP8W6qk)c@z3>gxcJ`C7+F+9EM!v_nB4TU8o^NA_S^$!N)Dg>D}aKL~c zp;IkZtO%3zg~fzMA@#`wRyDqKUV(3>YXnCpDh@&aW?B8mkaO?&I1Qd(jy$-W5sa*-Pgq8fjk_qiCAMPpP zclY`Eoy70GV=Ge|8yhiR7dbg=^FH+pPxIUY*dF#HB6P=AtA`wOWrH8mvEM%2R#(sEfkAv<+*rSXvi5R74`QC#{@OOc zS+@DLd4s;EV?Kpd3R32Hi~s8q74(PI<&Ts~g=nHCpE}o)m{JNY?h2+=59R`@M|`oz z8=#l56g7UWWupaA5~PXP*8I|_1u2R)orVVdv7RXgdrzko?6mM|qfj0?%OZ-|y&6_o z4*t_~eKtO#{?cXLba_PnIT=V9q%!us4<*A=EolxA7! z38F@Y2Mi&4R$rPlEV-^GR6UpnsZo*q;JE?z>yLA9lKCRYxAiIPNSd~s9Ld}kM&%O} z%EL$c@W|~bUF4uPBb#}&C|pLvIW~sKLR$LJ<){5@i{l$=jOhtVUqvR*5y%#X9iajy z$6ZR?gN7n8nOy(r3{!w9j)~Tf@|PhUemkb#8aD&@!{&T8r^nw_q|>dAcahqT|N7bU zI_s|^DU@kN!L@2bYzJ}fIE8c%ig=u#ze5T``pYs?#%C+cL&tAvE{j1p6_~uaQvHRp zAlnHo%NsHv8T$y^>Urc~4Jwu=k(c7)hHX4CTVx`=dyf~BUBcN#oYwMc3-1xytbk(z z?PPUf>>i5hk7M=7_3PG!eNNrIi8kf>qH}xKhLQ6L?e|}nvgbPVETE9>6ra;`T$NUN zqMF?w-+lkR?ftkREblqw7SS{vP~UxZaOttTJXeovZ4AsD+Xy`+vyn<285_{&vKv2;~QZAaCGxH!h&ciNKbxYK9a3j35y0I)dUN9CZ$;0t^zKcAnuyNpRb z0Y%Fx(TZeHT!wJ7yay?(zw)Wk7Zgjg(2=NimeDXE+Z+yq!I}ANqmFs);}a6nh?m6M zEcnLY9)@dH+I3L`Etye2>t`xO#8H9mD5g7DbwV#-GJC7l59kyq!j^K}-zQTS;VSpt zB=idJ19}du7>8@)uXe4P9l3k`$*()u*?WKg{aJvc;)X~}=o&qN(Z^)LjzlNnfWX9Q zcLPr})mWdQr=_(+Raf-z%%pb--IFlt)Yl%=6!q)ZuawgXsid~MH5J|OD9jLDn>B43 zgpAEUX-d(^pWj{5Yj@5ve2l;8DepCF_OD$S#Im6vCB<&qM7A2w629pv#j*ZcyCSD4V(2TwJ1%<(>7>UopDebS5^0X`bo`% z=8BZ6KtwR4fil96?6PVOCAQMp*J3$*z_IniNB zF0W{)KTQa7isZn_Jq|mkNgtnxDA~bSDn<@l{O2;R2DSKc71W&(f|vpwaEy^ebl|qV zFH1#?Q(T;)+qZ8Yz(Vr(x$mJ+E;d_}vUb(4iFcQUmCf-NlZby5rU<4F=Z+E=L}{p0 zpMGr2r;z&gTeod?fO{j2^s9l?xK`!H|C8}zB@V#4lPIIUV`CN8)#)?hFDmT zPlBlk<($N+-R@snwHR8BlZo6Q?m_I_Mv80;^hvPlLYM8=wh4i!H1Tsud^;JqiL_Vr zXdye(_R16+;mp1tG%o+{0G{0WD|s+Y@|MKcMI#G@jUqO!0r_AqHsTJ{-T(F_JtRowKJ$ z=O|rz#2Aq^S^6aZ7M4Us4dvXPMtPtiN6G#X!V1o*cG0E^ZboXi#X1K)xYv*77By$% zq2(C#V`H?N&y<{THWK5=wC9z*750rL>T&Ox$Tk(w12Yg@9GIHLy&7y2Zw9R-a&Hol zfp&IwWEH`POf~9GpxNO+jp2nobe8-gWE53m_~24PFC~p|;*bYY)tlD~-_?5-219H3 z$q51%o+Iwj>ubHF51+|`J2)!NG-}dZC2D=z3k}`*==nc3P$xiXyP^Z=n@L+x*M~w9 zqI3u&DNeB3~lxyY+`+IE6K&TNQl_ro^n3k1S?BBkBk9g?- z7Zp+Z5i^v%amk2oMI&hA#2(Zm(G_!Fu?HY(PiH--RH{!Np4MH`IPLPSplTA`&% zG7lYsngfOMxX9jUHc8vuR}pkY^Sd_{SeG(6Xt%m3s%3&2F{N+GgyctT5E1bBokn~h zEMLb#YAf3&dT&m8^EkfF+uK{Vp(swt<;+p^fOkq{P86j1OUZMMG=yXyd^73ND7dKD z^kGylbGxs8ys(uAM|B80TTqU&G+=^C&!J&VO)wW~p9eoUZ!DJzY4(Z{DtGPbYb?+Y zX|b<}=b`hi8|kZk^UVpaiuLy$fxz{!0d7AgEBqT9xvgHEEA$Rb4p|0A+z&G7P2>(= zKHb^qCHzf5H&jxfIa3fd3Y>LtH+iwK;puI@`bx(2m<1Y)Y@sk4*RiGd>heb##;9+s z&#nCMn~1NI>#8DE27q}<(;=Spf5)*=`i+u57Y?bRAw*Px6r)t^aoe`4PkY)D$=mx3 zgC`GQ_WJjKMHXZ43nA|N`O6pQO)jJ!D37*4;wYXD;$he(>MrG+HZlAYa<2LbFqwyq)=d#)EZ@r`@NgZf8Lqg- zsj(vBS=Y(%8 zVKAi45cPAal^ZFvZ*o6{V#Ep1ObJ+H7FAMcm|naA31%9*Zc~dME9Kc|brNtO)JysI zetY(KQjerw5*HWDPK}w{ier=_qOn}{r2<;86;Drt_ygI1H<#&Y!Z~vGLEDMol%Sxx z6*F!)Mr%?(NA(b6^Z^Of-ha?W&RXtG8aMVJ2i>=(FZ_dMSHw7q8R;}dBm1PPZ#He( z&ak2p4TJwiA%V(hzLOW`j1@8@6rdD&HBbDHP3Y#;1s9$?h3_nFM|JqJHnzlKYP2kt>!8eVHH%x9Cjzr zJ0J`qgG4)4qdeF(Qdh*czzV`$=vkt9P7-uE#Uy0w+#%}e~fgkF|8$Unqi5dI*S9bNIQnF!CJ?VSZTUsQ+o0>na9}!VA z$>lSqXOd9rfzH7LxpS`b`8|g-v$)q+4|zunOL#}=Gg2=(ccX`l^B`SmjBvV_Y3pl2 zZ&pn-Wj-8Ijz_IM?$ewiGf%IM^-8c=U-N!glYDYsh=pAb;}put((A44WgnYY#qLdW ziG4*{;;;UN(V?+e2%~hs8V?V!{2y2y;bxy3kICBMLY{2U9rb}$@ z+VzB^fzjVQVqtvTWn@MzBUSv|JbDI zxF<&W^Up8&m2QeEvG7t=i*J^AlrocIy;AGKne)SUI_HEPq%ZFqrK2KX5%fbg3zh|X zSLe62V|vg%GrsHa6`5R+NU!C%^PKw|w*|6B1B)uEix}!a7(CtnMU*7|X@SHdyk0nn zw0bSnQ>Og-%P#|}9=OC-*0mac{q+Y6nX$0ddU=a^DUQ^kGxCZ^n7X_eyxAzq8}Bmp zTdjRW7~(Ug$AkjM0l?PEksD?NchOKu`k?qHCtKo=k{$2S2`P+2H%=Jk^X&!UWeg_r_-$v#4I?}LW7K@ zkzE!$+XW@F(e96&cvWQ=?#vzeI0<`|fAsnQy;7b1nKS?~a-GN8oah?e`(6ZaOV35zUn8*{aJ-$qi`u7(bNbk+rNYShF9R(? z*Uk(Fv32S5^R!2Z07+X9zzN5w#x7M^Sc3 z^LWCSIUSKsf!`|>repDeP;}{iIOB{2t7j{h(E#ChTJSjT(3BTP$XjPgRoHpZwV~;q z6YWa~E94m&^`e~u$7enI)Cd)m9BG-q7`{nqaz3wI4CB>}ha|oC!`n;*-3UUX0;b#qh%oI&{&` zCqId-|8%_m_k5Rj1W#q^n@{T`wq*}HtnYM&hniJ-fDiY=LPDW1z9+-CI2}Yn;&)nH zCb=JsDo}sXOxe5)R^2TjU;Z1>4STid;ltC05?bG=e)m4aixw9y?7iP4kR zTeVRx>?D2pAcPE4DV{`LsH~z~bo);l@1kWLDfa3(4P@lG%ZU5qae~!T`CxOvXf_v|Mi78o6;P_8TyzaYL?v(wHQL=;Xlukdq2noh(uf0T~3^r7lbi7T)R=67*KQD86%dwM;+Cp3AcU7<&P&POz`g7NMSD1YKdTn z(*{!}nMej!7}JjGEtE`#kpba~46Wm_#dsGB2QEOod=zD^P)_i<3FBBAFM434)mr_Y>;*Q{3TdcdU|u^624D5Nc9#@P#hdWtLs&>c)mB$nFm zO+Fl^Yf?G}=vuz`CxgnAHRCA@Dl`je&)<{plFPxnq|-K0GO}lq-lb}>XS(33HAspd zBS+3BT^Hxk*4GBau7^a*co>IC9v2sSA)z-~DXLFBrCn@I(ZQuy0K9d}6JLj9+~z!C z5pOwM$Tl`)wYfAkPq897z`&GZZMD=e_s~3oH*oH#LziV5Mb;5 zI<9-rQ{AVYuhq?+e8mWrq_R$?lLJ+W{PhX$Nk5ZJAlEG>9n=cS6wOxTdDBS&9( zB}87jEqr3e(A5~upk!K|q`kg9@C-Orf)XQ_=yd|WV+&z5eLmAWlZ|*S9Fj20YP#(3 zX4CH-fO`V&4x|m2f|*!>V7Ng8g+Bg<(#>Sj`!ymSv4=DElY}0!rQ}s)at;w+l-Nmc zuC}85H8A_7^!^rXXr?e4dI_0v;mQ$u(1_f1+yFP;mmYV_ig)c+Gcq04dLksg-nGYw z3A!UNx;mD8T<4lK$37I1{x6-+frSK-aP*ioOJt9$KW?T-`D=5Zr~0iY5_!yM9v7`1 zNtm%8?tenR09fE_3)a<{kO@k!Al+ugA~=LKO0QhUStkx5(p@Xj9ESE zXqPeGQE}T`AdIMZHe6hYTpSR`&!k0!8t%2>>KyxX^vC-1#+(T1#*|8QjweSwyb4QO z1IZ@ZN5k&F8wQqsC1=_)1NowT#R=_{Q+VyI!enHkq!I%xWDHwx?r< z+0|)rL*1)sW78j-D-GiK*~$RlK$klr_yj}o;Lg%4cjNP$mzjj%K zDJCrb&2Vl-T&(Mp+t*u-*Mcm{)KCPSVBrryh)d<(4{u(ejI?x;67&voNZIF^M8ng7 z4?7$bo-#*CIy=YFl__1>SpvPDsr|`8Cgl(W?0QISX*d0NKBdD9m03b$VUvO#Pg3^zd)R%o!ReivhOrFN0k>h!Y6Ysjkae!rlNvh$ ztTa~en9K-xH0-6WXd$tSwG)l=y-3Mfzrv@pdaD2s?|x{j>{81Q=|fkO19EJ*ZY^gU zIBkoAIG@e3O+C7Tvi$<{{q4N9o?msIpZ&$FU}$TB9YQ1GEgQ~Cyqun=tEIzI6}dA9 zLt*no!rwiTz*lZJ-jE9yENVV)IuP|!Z|nq>8eNpVR-uTN=^xB?4+gQu{z@eYjPHKZ?y2j!z`p3)ZXx$J)Qov>S~K~ z@UwG$)`58BDanzH03}ksp5@^{8_#TWzq$)^UFQqIjW+(m&g*<{9ekhYz1b7yG->hnAl=Yz)3(8|g1!gBuyxqwBUSRjtMc_S>^?5Jsc3x!Gd6 zi4T-clL8=s@oef2p?WS1`{=Q@Y#7Z8;*?MmiCec@Zi;^EQ;(JNYwj2nUb)!3H%LhU znYdXA>xT699-0+B`_%8k=bf8?vY-{jSL1Zj8tD@4SZure&d#yxYi?rNUg$P(*sya~ z+w5d*blJgvqc8U~HWVCvlZaf&W!?bA(;>|gS#Dw*ys1eGQE>_G3tgEM!NEcYn5lGp zPj$ZRbp_5v-57(GeG$B0XaZvGD#DyN{?9?ffZ$))eW{@TlxWnK0il>cxNM6f@UV@w zVw3V+EKtybb4X`HbGpOUDXwS_Xj~v-1N3;}3xGtve)bK@euQDFHRdI*AKP5Zlo>x9 z#l?uzvH-Mc`6=a_MTv}jT*}F4>^DC2=Ftt!Yoy3LfFsmFr+4D*M%E>=6B&p@+HBhAI zs}%aH%9aj-?}u|X3b+=}P}KQy%t?U;C}v;qsd360Dm|jlY97x?HVe&CT=})DSK$C$ zZ)bL=#6i4nI3}L9XB3dSVNLO=cxo?IkKOOcdk9(kx3ER@(|srJycBkayT{y`RfZ_F zfo!p-D-X9##PHwm_K@X&D#+>AB>? zlqRl>@`g{IH<6;S++)$tQTLSTyV4~ELUT!IKB$G^C{&A-n|XUB01wJk*)p7ib@H&h+R{6a3$>tkp!2(9v{`)C@kENo zGHtRNetLG-lhjXRuU2!c=&8UU^EA#}H5|;9nHrA&mJLi!Ai!VbOd(&k9*kFWf;E&G z0FJqkA1%03XCHlOr1;7U%Fp5EVSp_?IVRuso0dte5N9`5pV7+?yGQ(;bsDL%&ZwCb zO46&`ZM6L(F4s8r8^H%=Z3$>e5~kEAn3~a0e)rCXYF$RJmx6qUPb{Do(;|LMz+FMI zZMzN7pZGyAdelq=Fb!`MPmQR=P`am0*Q&BPqt;Z_ScVsi&UttjumKeO_aPm^{hG3@{GO`di$#b1PRgWip-SUN$ePPUq~hp zkk(}LWC9x7A$_O;j5+d%!Ldmh4s$r4(hI+**nH5Y9SJ(~#TzS>O7W=@1sZE!9F86( zZ%ifvoTZ2)e9tEBc2Nw)Sw!79&)Q`n0aWO!*!6H*$VZml&JPg05uM6?N73!^G^LUBOwr_Xj5DHV@jGR6lyG*`kc(R9ld_~ef4ettEFvk`82zQi zl+Mgh^QwTV!jVa03dOSaLa<23le{O7UmAuF_a5T3zHy+)QuOt+kDR~?k+GZ>F11vw zM2rr86u%~}bHLgA^MC6|vKtT~)QqzEDZ;$N&9xN7rCnXf2`Q2UBSPQ{e|6wL&kjMW zdk-AoJC~EilY_tFF1Fw4EpCfl_M#-#eUX9gn*%B1pd9EeJ$#IkWTA~5oy#Zz((;Zm zuAs-xMffCI^PKnRyF{LKB!;*DQAnDAD*yMhrANxH{vWw}xaKhr}C8b`UW;f{yn%~eBTK}Oq1>#vA) zNA8K`Pr2il7^im^1k3W2{#8bnyXB4UCLU!6$*nqc0DJ6M6DBi_=1!L6zDpu!!XaHB zdig`xLx**Jh|Qgg-(}tuKTAqatSeH9kV}^?J+7W{b`GiJ@LbhWoiu4u!%|%^LEdQ4 z2@V$3Ww|^aA;+=Yc6^g$@{v%_nT035k`!V=x*pyGh%1BwsxDR8L`<3YPNpnCE7m6MMnUFkcU-^+A#c1a6qn4<^Hz~*i^X3i za4r18y{N&&I_7N*`^QA8*l@m2Zl1E4V8A8@_2w0ZGJk<&eM&rPk zSQ-0d#)JIYW8r-N+u9^%*2#)_6Tpd64Kez)hHiI!SLdh9op33;-Ib!hcKE|&F3?bf zg|LTf;IQ96?^!>O1%6)w5W?yb&`S<`@YRbW_BN5-+O|kO+jRgLzDP+V=OCbqAzVY$ zm0?Bnm!%sS^y_!#SV*(dg20|VoQHSK9irHuQq}6p?SB*?7;n43v+q}$WGF>vbU&|a z5)>g$p%Rx#|{F&h0K{9sHd*}6bn1Tzi6GRswVp*LqS|DNtiiJW+UxPVfvVt54;K|5 znMbag9Zq&kZyX1LX&Wk2GEkEYpwKHpr25ZlmPq>yCuw2CariOF-GY{Ru`3?V*7i?3asuhP-EeEZr_m`@ z0N8wc>u#9~AgThiKO^1yy{5uLfUMgHtq!G7RAx$HLm_s&EO?Et{B7=yhx@fS=;QD9ldTgZgw`HvdR8Usyd~KWf z_QgCvg_>BEE5^%6E^%Cv?;>I?aywB6i~50qOikkx10?r`v38%R$AyXU`h&B4$D*=- zK?zEI)#)DaJ=W{em_eQ^UFOtPCHI!Ros5-LF&-9l5*l@f1BaRC!=v7xSKx3V7;hDa zfLCsD0+|{DZftyr=f#>t#A^3Q!r1Jl2w1`vAs;r z@JFVMM53Oh0f9kolgYrhGt&0Xur@>uQsQ;F^lY1vznUoql_t1>AjW19%M#@VHL{67N-#a{6ZSLm6*<4GY-2qcl^K#$6_mG{uTCH=>JG7d-!^<-JYW%0a^ z90`*k``|2VD6nxp#H+B`Qp$!sR~29MEam;gznB99q&;2ccO%W3s`5^PCTU`0yX)hZ z4cw1AkK1Pea=^C05~`7%i{h!DP?sQj@_wc^Doiq~6*4BiY&de4mlCC+tURGWUu9d^ zWm7zGn_o-VH8He!l4u)=&@*GG0a`7b*c*x`d9jgky)C8H1(HjJ=M+J0RBwE@6#`}w zpFq3Mf2q~r0@j<*4r9IynVkre)CUq|r9B@ry8CH0PvB1CvHfCwt)@;BZ0pFZ8)>?Y zdwi9nUgTviYbjM=q@k-KDq-SY1+d9Wi8AM`|-X@YHJ z?Bi;HIECz?P4dORLQn7Fqn9jP#ez1ZV?~99l7EZX5rqwtGsSHZ(t8)}skC&4&rXrv zb0^$4{BFPQWk^X#)NO?AgZ$PhHCylTlp8#0C{P4#1f)eKRUaa`vn_IKy>As$j&Q+I z=@03`_}QdtBpNprkk-NsYTH8c1?Fx5n;Zi2z(3*?U|A)%EGhzi1+oHz5@f=m;-F|< z%UQdOq3?1Fsn%*G^|PHjcRxE*6n8Ratf+wWRR6>CMy0Ol!x#fb=2!} zypO#*(zj{;k4EL7%@(K+lNDRGiz0#jyp zJx1qaC?z1#%cPDuws-GoF-hU{gQ?3?eXtL$x{l6a98NOt>n`)@wN~UpMu7H7ctTl+ zP2=T*A_nk5sI+XmkBM5c707p7yHB5eCao+%&Uk z0sucS3MlRd&145|Z3$Quo0l@G4&U23R>J?KSAAS(!+Gd%O@z7K_8DY9ZYS#xR*3`u;mSzrue_H1|>)n&8Lq&?e5eieunp)HJ22o=G-)f4q6{q%)1(BclAH0)(KFp*p1UyJAuf}kugx$d+>k(yUmi? ztsv=?0=8I!(#v5h#%ytqCphP3qMiRzWRN`Y!$*!9?yGfSu0qcYgDr=Y!^e-$OlcJ` zz8LTt{@X)TkGPcNs;*${@yINOHgt%XsTlO^-k3jzwvMp-N|O{NyTa*{Mi+HS=>6)x zJ!z{+W#QhZ&gac%p}UfqXQGA7X1R%@`}viz5l-Bys!$d#2;3-qS1wk1kX}hSe-fP( z${o#^9ZdW(zDIV#2KoK>-ocK~LO8A`wlfqaS0ue+aWKi<0N6kbiRFU+-R^)M(*mTP9 z4+tT#R1_T)bp-8Ky3}{OkK14^7AtE$R17Zpe8!Q4>ip@-G|g#8Mx1->jy!&jxM9rV zrUWdMM#BAr=AR@dqXpx%$$BQ8N$noo73LeFy497N7d4Mmm$ivJE}r?UVJA=aks=po zh1mV|@OkmO&eGd8>&AXsH@5S(g=1IOykE|ew9PpaRuBKbOP*w#T&i$kB6=~II!NA2 zcsJ0W<~>9kj!N2Hukzi0Up^ zivBuzBJmfIJhjoln>TN+i4Z_%w78?5E_9)y)P(!(NgI~vC1slYkkNIZuYnv|^du;r z38}4I^Me3iQ)8*m)>bE#eWIqE>hjWAC|G69jsD;8zw(M2AeoNp_5ZpbgLWIK5z`26 z0aF!@=0D!ts6C$iIBGk{z^2+7@)?WVCZ=r^W*OICC#w(C)7vXm8{+E_k@>lQnSe^* z)T8xZdk_BO^@kSmO#|k3-i9>Gp)RhUnl6Gz`!8dwYrlLx)|~R+~`#@cz>33elOTSCe5EJjbg zGVS%eamfno@e-dI`u)B()z7(`=;IEI?VD*I;7dey>a^{9dYd5=L}^Eb*w14_PC1Qr z7cs=5k>T(iiyvrx5z!l!J?nGjY%_IZJoO|PhOU#X2)?*f#&7{7C9OR=?{|j*s4LJs zLAYp|xXZ{i?27Pid;zWAy-%3^^2%crM#Jk=^J27)tY16u+E5wqDUOh&(B#$$i;nY! zjb{rl`LU(y{Rw-e|C!d}9#uULiXJAv9V8JGb4)Z*xUUl9Y`2!Txn>Gtq~aC&=FOXs zq`%)u5wtB}-pObGu9H}ZYAa&);%!^EmeBVi(-Wo14QAcq!B{Nukd2XGi=C4+(qmgA zBm?RCMHj1}1Y_@42ihfxB@}=gQqymM-;x_v-t}JjK|IHixH%$G6 z!Yg_Ub7$g*Gk|%?u%8(YLh51`|An(r-55eQ8$$_MNYJ+u_r$;yHcJ#abqfWOC=@a! zpbARbFw=hC1VRB|N#p48Wm9gpI-8=b6Ey4C-_qAsO+;@s=4LT36xR>4xj7?p?OWD!pvukfn%@C7UOPUx3 zOqx8|w%QsZIL=P5iP1#2lBM6Ay??8!mC~Lw@sH2$-rggQ_x{EV+B3S=a_r#5k3HRe zHh!Zv;V!A^sL;g?!iqoa@8p$xF`@AX7OALVSbhh~)dzwza1&d|XOl%_xP~YfxIdfv zjbd4GYP{{pqcb*4X%h8QtJvXoPgjn(w4qUy`q+tm9%QM6A3Qmnn=$M(1iuL50;_6#LPRtbOPX>4;A4Ya@MyslI=N#e7D)$X(#h9N6;# zX#S$|Q)BCIOxL18u`Iugq(MXQlz6j>by6c&vLSV8YV(}Cg{|B?-7kH|47sg~soIMM zwXnyy^)-5g;MD8m?ogFK?yA^tn&Z%eAE%EM(D*vG^|hxp%~EtwWq(?F{LT#(qj~U0 z(?NHK3fd~Xb{m7m0X@}DZnN3;L&hO55buJ5f;f@&}udOcL8+lbE_ zIE_6D2>ed`fk;38uwRe+WVjflVEH&3tm))YNB%Aig`!i#?md*OUS^R=-5Co&oDXHl zPfl^Szdvi`x&Mi3ZBj$E*3o(KSt^&dq6g!q{2d3h#NH?01J4k@C9y58|Frz?cWyH& zvuUCq)}AMX_#xi!bF2piS*$6OUa>9h#$H;KK$UJ8*SfC{IK~rAu)KrKNpr{map3=+ErD?VA)wMSxps&H8QxY8)9UoRkW; z>h*v2j}sbW+`}s?i^3kgn4OAsx+Idr&Hhc?=Qvnf1a*1!3wM_=(!>V#&AtINF7N^M zW`lb=6zdFnDRBhuu(SL!jRsDf`kSLC}oUxY?^@ zQjA(hEE;9l|Mh@C2f_ym3%yh;1{eFIZj4|gbv%kTirHPyv zZo7mAg?&AAk$T@5Q@OMCwM-h5A}%di-h42Ooa@e@Nmf1gCEAFA$Ci#6$N zRxyhZ(lR2c+ERGN0?9DtrQF{1dWSaRMk18fKA%Jm5Wmw>ky(=tB3ee1Q={;|_k}{U z!#@L?Z+rC6HpZ`H+LnlCQjoDS;ilg$8eXPaC6V1}jZdGeBq0rgZ>se!(%?4E7tgFwhU<7MupRM4WJaa(NAn zeQAcaXyVx*htyi@wTG7}(rH8M(4f1Dlnwxl)O8i`<&A=xD?+qkbNv7u9%ykD7EOqm zJ$kszID$U+2ZPX*3Kn&W-$k0R(|nP}-75D2ZI}QdT9y9G zKjSDj$9MFuxW==AD}5q!Lm9$m;sL4`X6gQ+g|rU zOo0w}&Bke=US|7AQ>KW2i{Hmj%@=fsuAKuH7yOcnmM4T~i=aM=pfNmn%B;qtl8;!= zm@$KAqfEsjWHu{Fec->G60_O9*`;0idJWkfG>J^XZFqgJB0*F?|NlSAZKzAGt}wh= z8eiA*qx+CD?WoPYeEMeYHBN1BoG@b2p$-l?53aYeTsEq&ZNC+o-G^j7g;F(Tem1~!sfBCtt_{JGKuZ5eoUR%0;jKhJEYsVg6 zfBfaboObVCtheo{XlZgq^)yUPTdH^_<>uK9PwKn9n^mYTAmF$cfd?5dpcw^L zg8BG?4JUrfkeGXoiZ4^F9cgZEzR$Oj;hFfFjrD&rH8-GTKmMkusHn}ct|L}1Xx^@e z^(H-qRYXioPIRjQdvm?|(4ri)phK}wd3m|j=cJYejh8z+hkGf&<)m_8Y$;m0T z&~59tjaFDL-Pj{GCdPqn*73(CQJ)Zl9abN>&m_Xe=tNd_HU?4sjPK>-?4KQM_H0t7 zdrtid*RPwoZqhR_&`K#bcXVNU!x5F?)Tr;oxV5B%Nw>P z?`a%+G>~rf#>=-CQdvx+2tT(3fmCMb0PjXh((tuwg()?;G2rysV{1b0ebe$pczF0d zn8kqHVVH^X`fm@{9^A28y@V(Vny@VCwAIwg>Tpd>jk>XuQ|R3$`LsEwm`vfovz@|% zQ8xz8y3tN!F=}#eJw3hC=gti?zL%ASNOphA{_OOEpq zv8;Rd{K#*{u712~3jGoX;UbEHPWh(x{<)hU&)E5L0ge{#NP=BGGN_1aM@J`>#&(yB z4BBmbUymu2qm~}^oGU{PAiQ29g&aV04ij}s%F3o3QmeHDY=i8#5WFn8Va|SYyBQ%}#eZ3|(VbrlFb6?4vJbb){ zTpoe=qV&pY6^$Qt!gkn}4=`M}_`pge-?g5BP8i2&UwXP({T8az3wzTFo#PAm+db+u z61<+9M6)OlqoTNDv)9xN{nbYzv@#fxL)%3+x0}7^UtZ@!pXEm93sr0%8hwx8JEu=a zTb^I6>cL0N=b{rf=v_shJKC_$cXeW4!AjHH@D(m9y^Tv zsW$#aYa-%`4zZzDzs`_PS9r{c9N;bP7wWfWj4sbAc`F}ce16@hcf1Xhp}#uIZwlR; zVOd#OOW^CeIml#wR}T&^|6Cr{^WYnt>DL|( zk41r(STfx;l{%z5-FIgqBD9TXYwmLckQLIEbc^EhaccahX|TNSiL6mP3_T8t)WybO zbDuTk8(Zz#wJZPFo;Ie-Ba=2{=jN{dv~+ZeZy1q)zaUm+I!BgILVxQ|+_<8bc_Ab; zc3n@GXL(n1zn?%fJ9_LwUE|E0oS2N9uA{wH{OQ|0;YwU~cJ|0;KYjZyH@Qw9QTA;f zKyHbT@jLo%?ZGZK4z*X+F7IaZOuyV>K%a4WMzgYWa%x)43)syvyoWnGyVPpQmp?}p z501ZYHvRE{-_Nwepis~Ssjs=u-H_4l|X_eWv+vAiD_(^+qssobTQn3x&$ z&6a*?bDMygn4fFq8k_Gm^Xg%p6=fgi zRT4tjmMu?l7vXHC`;i{>gEb6a*+*F+@!9WmQj%dkwPnpC%>!z=E4k+$R!Aq#qr5z= zBVVn#owF|F%$sJeeu8^Ma0v$?(}tm;>H zQl9iKPtWImc&@wJWzClG&NdIVChOrB-Oo5TVKLKE{Z7|5V;>qIlkc{+>|A$)Wwpsn z^g5`13r;aXRo+o7n4?o@WEOUZ_%S(fLset~7r#N88_> z=9vv!rgZT#H#^@a}#y6Zl^8NB|mysaW~j(LT~#3BAe?2gHf zUhd*@8&G#1P25ZBP1D@n-3uy@eRy$lhxVg@r=m!xq?i3g-jg~nIsuczZC&Z&{lqAM z~@}PK&{uKXy2?$ZhwPOv(DZ7g4$6a46Y6RYzDG@@6= z#3l_U-_2;!Zp?1nll-A?c)62P8VaO6>gdQbeo(Uk3@GvqNSepcAzuZl5J+i*`v|jf+x<3E;JpCVnC8a?`yA5x)_}my>K*(dz*UBzzz+sCf%@|d3TD6L` zWCJ=nI*y7kIu7_~+e~}`BJ6k+!Tj3{T_n=JPPvS6wSJ}-^*o3)x6tHgxdO$4%FcIH zKl~36ougKFh4*47&L_^CgS2}(T>a_meZEbijAaa=JC=$|Q0&Y}sIh z^GorR`;m6ZCO4WC-=j|KC;h~6(Cp_)a(4DG9M$vF%_%zA5SdJA@?emxk`I?ZB&{pd zvb#0<$*0>UH#Tj*uthEC!0h0?Q?=vN>BXBFXC2|uO*uWjJSNYL(Cz>Q!mUW7aB&`b z*4jNoe`Mj_Iq&Xlth;dUn?|Fm5E2(<&6%0OhSnjdB%*w|gTkjWaLD?BIAMOMUu3i} z%sNiz2|ZIBV74U#qOL{pnZJNZWOt-9<5RPHvj8jG4WA0vy%{^*;ZICIR~Nr8PDdz5m}&j0}Xj;s49|Dv?C)GcTJQVnCm z`#3Yr9!9Y;iN%NRbi37qn|#Lyd6782IG?6HHO~6BTJp#1>)!6L3-eG{y2zu%bbU8E zvE=*D(Thy=!{ny^!Lf6S;lbhIgQ@1HwHW(mQyX78D@Xk5q!#sjEq6v2s#qdy#goSM zKY!CE#Vb2AbGIDcQ@VSamA-l<=EtgU;(mMN(o;8b?>xyTz{X7JrgRzo?q*+iPJgd8 zE54j<%gwxC*tgLN(D`2JaeRn`@?G%E^_u9QB0ba}oEYG}sk}5`OWV}(ExMa=JQ|9A z`qP)!8;`5|ys~;?`Ako7Sc3Q<+r$wJCHCRN-R~LqHy_o($Ug#?)?uSMSIsRYDIqPsO<01NMG`(Sy|Mvjdh>WkBrpqf6RLk zHLAHKBcdkiY*AAz&?40y4U3mXJ?#)=pT(%QDgA&DFAZP&%#^zc=vaq6(`|x^X~{fA z*JZA*cOcU)NN8q`Q=~_?2MZs9mZO@nD7g52fD^oSdw&Aq9gdHWH@VUH!D%!CV{UDX zTr7KL_2tT=(+=urpq-yar;g^4wof;1;1h~~k?FVt>~c`mx5Jf&?$TU&)P z18B29ay@e#&Mz@8sE&y(q+?+XH&?5Bs|7o{V{~^AD_OBQE{wX?HkAFUeha7TJ)c*r zy#_qkt_~yc8|y$Bn^{=AJh0gJ*3z++2g|#EC7`n0)no zb4uISK&1@S_{XR%tR7`@h9zhWFp5e#)yQKx)wRwT!JWM!S4}hNSXZAkD;=6w%Q%$t z47!yqkSCmP3gqU4$6$dnQWhK82pcryo-FD3_)%z3+$aq{SU%s44#57#vIOPrOAuq; zL5x{Ya!y1*ak#9wkrTW;`g+|tnI|K|u+JHiB(*gaDteoKYA|x~- z73lup?K(CXEjjLpJeIQO(t)R19ludLXvyKFSTP~kEEP5DQFXbiayohVRB$G_XU&@8 z9Jx$!7-im@Bdh-G97lJKuFty{JG+h4ab0u&@H=Xl_OzS`&bwR{?%H`|6NM`4e()2M zS~NJmyW2%3pPRDOB=BDKFHNK7`;M(C?zS?eQ5-tf%9JMUUNE8eChDNW%sm)6rQ51W zj!s{)+bgz*gwRc()m_EFC^MEe|L^kme@mzS*C~L1d5Z_X{GFMm+0iSSPXE#I-`1Bc zmakh`8X7rwl#W8-+DrI`2fqOG0?A6#>>zVfCHOw3-FzhGS-ReDo~~o-n*^JMczBRe zD&*8sD7G&`PZC)hZ>AX-7dI01UK+{T9uSgY;Ov2FHXgHZcX*b5NM8$-)6t}rBBkpl zAu{4m(C#&o*)j%eZZp#Ja9`gMeMGGVqx(oQrjaj?xW~+yz~}rTnX9sg4i8B%LuZ{O zjA3#=UTaNGIsciNLh;@~F1>g>*yLs;ieKNzrRfJ|UD4xjyi|X)@aGx^(U8PKo#>;-Kks=FGV<5^rz||44m?HTqT# z_gWl_gV7kSYeqGY>wS5i!Rz&}*H-R1{#o7G*;#U_8(p|z$+2|?TyXhhA#x1ESo-MP zt^Ho$ILqnrs`<-{(b3%E!2nHH>@xRJZa51Vq(^5hj6qE9QQ&XFy71Y-S*vU}lK z+G9DJMsz#~BTv-QpMPoP!Wqoq*x5y26Z$;8UoI%)#_6Zc6iVl(R3j_AKZ8^~dJ9EtMM5iMDrtDld8a_PX6%MJ7e5!2XMk`JscsW%PSHMRR_GoFf z1s^W=SZk8e3bo2XMF)Tr;x#;{BMKXtMm)quJUEx)y^LZalv|SugCvt(hCn zpL$%roJ7|+*vy0ngtqtYtcuGyT;Cy%jum@yTPPOf&0$-o49_Ind3y=HW?H4-Ue^n) z(djMrd$G7@?L3}k!kE`E1Njb}S=TWVqN3W2p}V*HZxoC_Xy3^r|A?KxjR7PY#w@s> zSG-R|)8~5Fp1YYRJ1%8-6z8e$jjmmikqt`?)E$T4k)Jv$=ckjWJ|+Uvy1S1R=T)Q%DW5wx_|Ps(HK zQO)Ui?v$RPEc#`;a=%aRnqZvgG-do}JCL%m-)B<5f?_A<6=>kRRy3@3qL1J)KXu+z z_EGGzqqMerjM+fRCw`3Uml@A)PdlVH(D>cqC!ZZoC3uL7p6hrvlvh*L8}z<2wpQ}z z!zfn!8zb^Q1`HZ(8OpX)B_rx`te;)nMRnc@;C9<3Nr!RW=)V?{&L6$~$|h>Tc-CX| z51lauOl(*sedNq_-B_E~=9m)+6}~n{1;ufzmfkqW|7QsERXR7R2$LoMR@#?(p=ex2 zllpPjbGwG+zDAK_gN4qH4~NHptpZ?AV| z)d{a8{RMGuAHV)RETFFOY$Z((iNZ%7};!Uw(cMQn)>?{Di6-b&{0(!a)t17uD-;lrcPhGNF=|wf(d&kHCHOHk=UQXwR0mqXtM@tmMa>x(+(CXIZR1cyS{GMm2YNC9FQ(bC?gpvW-F3{9 zA9nM|950-h|I3}7hV_xvA*iYRKx>8a*aE4zzF$P;_DT2f2ye{E@xlQ zPN7hi(+(fhpimY&Qz)#beq_UcX}J4v2!F7hI-+Vb!#vbs`I~iw;E?#}`2d#s9PjBFR;(clxTR4~Q>7$En zX!cGzPEL;TD|MSh{(N6{-b%l1)hk}E8+F@#?~9(*+#UY%($npH%>u2lyDqGYTFZYf zhw|yxheZ_zfu)t@gPfkveSJqW z4H9e=C?0Li9P55Gx3JLE)b#x;my5MF?6=D+CY@$%esmT*(_0hoFT~<~edU%z5ou}r zI&8&x-G_dQEM@8Py?XWPUQtoLx*6-VB`I?1w>FB46gS({=5ncN-MV$l?ELwojA!ZT zrk!setWNlG+Sty{E|k?sb1!)Z%Kzl;{s$8z+JQCc-t4V_>8RiO0tsP4l*|;q> zFfg#HX24@bb6p)*`Vl$xOfgorOZD~jRaI5g3)Zg-s_W|R|8|*etoy^XXTlYu`cwB+XG7TI({T(3JDo(%-qAx&5fxG zvmRfZ^WedQfin6F^YiEX*qxmQ8t*@lbkfP#+~rkPR^}m7v+=(iBmaY0{2r+!%+&fn zmxqQf%!V%5MV6kR2Z>o5C1ej|DFu+|UUiec*7c!*kZ#rwWYN1Go3l1^OFEwU_~Od( zEPJzk*3H3p@7^_VsMfwOVxnYjZtmJtUMAKO?9}Yid3qwdFS*pV!7`oOe?9p$#rtY3 zhjT+i!ydQszVmg-e5VV&%OYsL74`LjH8nK`uHBKDbK?ze+)uFpeoB!(O^KPAQ_
78ocx8tf12+}oEIp)yR+9-+Oqyxqib*c>L=0r z_4M=v49N~wlha;1lwg>>FFrp0zLd)_3rkPy^UHR%hE5&z7KvqZ6D^^#lb2=pKU(<= zyQ*cTd7=U_Ht60d$+h>~JANb9SG!zCyKeGGXH}T2dhz1QGEQfY;bQ*IVf@}!94g;Me566?AomFWU)ajs;acQMJV2f4Gka6h=e^IH(rR&%oN8CSp9^}+gsXg ze01tVEW2}Qhiz^7HNBkk#$8!%69Y22g>62vA=IfJ-Tc6;tgLXImm$(_!_SxSZcNTi zORHIAx$&3aPPzA)-Yl$FdbxJ}lyUbrC+*ckr3M%})~Uxo z%*&H0G#j0Ty8bZb?{&2_s!J)Q9ytJY1iY)CV(dA|4>hw)6@)f+-t+f=2;sx~z= z)Ym6F^wzwb{XwnCaiFoTe{5zj-}s?9Wjf*E!-p1nSMj;X@bGYwXv&K2Z1JTct62z0 z&>tc9_5}*rA$K?BxxJ8k*Vxz?#S%|jEtKro6BD&{YS%&O4{n3G0aUI%XWyKhnCnX^ z-%3l!>WRJnb+^1TMtDds%#Qd{dutO1lRT?fU9Z*}2ghheIZA&19Ay1gaxlkN-0pKbUT~mh ze!Rh&pC&UFqspE7HKWMTw7G`7QMV?VoQ&7(ICk5l^lnF;X=vH+OMemZm>xB-E#{N< z4&Ldnv>pEjluD0J&Cd+-(+=HQ?@(pVjPyxrwI8SdAGTWkK_ZLT82Z+^qMS05Cu)0- zr=0C*b{mX8feKss?%i$dCu(s`ynf~T_v#<7Q>M=%t*L(Nv z+e)i%Xh^Z^e9Nx;!yFQrxcs#h{gp}DVoR8~fs(uBKaB$Z7c%_!M`(E<(day|d9f5= zV7du;EIZdRfmK0Ef9B(!A&i`ZTjJTJYRbmU`g*+y6SIX*AOJ*Ny%@YM!6hQc%&r|sU@JDv6-G1lejP>7>cbOJ)SSt+t+7r{hI!4 z;quLwe68`fZvVQ1tTH=kX{WguAxq?&8bkE$;0ZCRL~7)c48dt%|n$eA53r7^Mx^CW-a zSLrKM{gHgtJK0#P70sy@wU1L%MSb~IWq$pOTgusnR0(P^shqZ%jdAmUXUQn$!45UY zr+j6nd|3}P{`m|4XB5a%MCb^1|3(`Fyg8%&&7N|p3Lhp2vC-0M`muSnpbnLmkT>09 zWx0I$a)LhY3LA$k->~n@XxDq*hL+)uQeP?x=V_lx2{LI-Y5t`h&(hM)Rz<5LyGk|s zFlS`w&*&_=Q%lv4ZLe?jCe0yLmEw~rR!vz(i*w4QCkzn(x*Q zB*i!KoYH>Av!B*xBD7>gPBdrQnKpYZ%*m&5a!ZUpU32~NW>nmSm>BUBdaLM~^a3M5CSI+zYu2L*mlTL#-UV zGC2pTDWg8GUmxCjVk^npaGzE^5$ zYUX&o#mJ`{!Xy|4b)IxxkR^*xS3RJ;I43tr_!;-!b83k`s1F1tX1{1UV@-Dlw(1O> z?+zUvtyGP|=hhn7{FXQ!ByM+BPhWqe*LY$2Hp}3bLf+7F&+(LNeWxb|njW7!QPADj z*Ec?WI7E&`t7P75T35h7%dmxV{Zz}uV}$&eA$!=lo}Qkp$7VLxujNt~3Tj_!YqMCR zsk_R_8=@Sv&jinrRyq09V`iLM{Kv{IGHLm9@~vi-kH<2~SL+(wi3;_U$e${+cI6%l zaUU+G$ppux^M}rlMvchM7cT5SO^7mqDm4{E> zc6&O}>?TYTIs4|GPk&rmT3T-a3gf#r8RQWI#zvbIO`(7ki`oSFaeV=Q#$Ul-8)XFm zPq+E0PJZ#xt`FLAI(*%R1wm8-)ft?ZKVI(Fe`2|yP(yl-H-VyY7SGc!#{+ZI5c(By zf9o5TIZu@NX8$_~Wg<4e++)Cw#!%#Oi6|T|D%C7kMX)C&vF;$ zXQt|F^X`%mnH>6ff3KN_5gMkPnSpFGE33D;6U{-u$n*5mBr4tniD8*A#+%%d`-F3b z4y0K&pijFyTNgTa+~-CC_gmB7FMh7kx9(s6F{IDqnC)Qhgw9jML!H;1RFrAGGt0L< z@woBCUnx>v<+mkj{o}@G;&XGGHd}BU23Y5kus;{-9Y5HqH~k8*)vm>3!sPj-#m6z* zAsFq^d%HGOMyZzb1sGJcbv0?k_~GA>;htYqrFMIbh?j&3mkkAej*N`tGoF00Rs>C2RgF$lt0|e%)^(cx zTbz9s9~u(*iR<|?j#Y<-7O`GgnNuKl;s@cvOIx^}TdWfxzxe+yQ}Z1d{Eh7C5i~4F zGRG4A9njL$tQ@mDefl)W0fA%73+}|l#n~CNty;)trUqirOz+k0ZOI39>AFZS#nRHY= zy}g>o`C>0@nc3wV@IsrRO@J5hTlcstnu^u2Y+-|hrN}$j_pexrt1Gwz&kSC60{&AM z-M7!NDagUzo}jb8(LX+-Us3G;2Xp$c??cj-Wow1rR74(0aT)pi?Af#S*tmoezwMeD znwoYW=1||IP-9$1-z$!k2qs3v#B2xfc>Cmdifsjr-{W5zm;VF@!6|s63A{qyT)(v` zN-=3^Nx379_>sFifUu5;fQP^kHdcR4QPcYW>&R;6eKfOk56jnX+L(j1N-*G7)ev_% zx&#VnqeHDBje&+z7L=Io9IBj2U9yRI?~{~aey?GE!%bFvBEWd4Op z`7Z$|O#uR+6mtoWOQDB9>^U@)$HaUW+Fp-+@C4PvM*|kBjhhc~8_1*tb?ZT=xf2m9LDtYG}?~67Bx?bFD+h{Y}-+?ckkYI#u1@nELuflqq~*``AW+E z_2_2*k&O6nfS20!I!}(>X|T%fzumtuu`u5P@Z5e{mUUI}^Ul%Ro8(1o+l#)E6+uDS z(j08tKsQKCm=w@=q5YL#QFM880}5)WPkb!hX+fdXHBeY=YL|U~*|p{rQ&mQLe|pQ? z9G8*d2ZQeXYmJ;w*1CZQ(7X>yEpIH|x&xr-0*e21{8cmvZ{NO^PvecXCND^Djs?>o zHhv}TGTZW=vE6{^Bq!=-1obUHCY(PzJXKax*NNANYIS@OW26V{8ZQ*`(Fn8&*I?H5g7+E@EQ3>>p`la)p#e~I;*~09Y{nkl z5KAULXC>j8NxKf9^2OlL9y> z1xW$+j5!)bdF4#@0G{&}7NtAW8yQ%E&S#Y>rITOUQm`$~x8zB$HFm#1qR3&Hu65qj zXLKr(_xG5pyp@^hW34BRfP24%aVcSH+$V>Q2JYQ1oI9$~>@m?qh&u2XWx%Rle~E4! z_*VMME_2F!7;~+8ay%2LPVg8CNnd_ZJvQ>rWVTgz6>8`gPXL#J%-EUynqJk|82nKF z+BlOvk2JpdPbe3*IA&08m+q(rYC1Ll*?NAfkM#Jl5WGE!BG6Vx6Y}S$-Mfz%_gr8} z%lpb|4$)#uR^}8g+TzUh$IaHoZ0uW{FJ64{qtS_9cU=lN{rt|&*7z*(ud+)Q_dgX; z{-HGgcXgO)*L+vD5b&2)i4S_^R$>G345e6bso4*d(l^^#zfNjxJ=$S2Df{Sv%KneP zL$aB(8ftysWF%R8@sR~o6jc4lQp*0#$kF%&3(*^hVvxk_Zv?@Nlm&@_VefLvcI@vN zug_eu>OFE%1vn=v0fyVS6cWH42S-PYzn6>k{qy@JAD3dDUo4S16zo`UhI>$fTq%(cH{j zHbjfd+P;2V`PMEl{yYukU_nXF0CFqsdLJ&EmXCmmLbvhPFRDyhpfl7fkv) z5*n3|AVen9&CQL+wd>*R7v6;nB!O&^VOIWDUmb@n&SIAJe$<%6!OUkKTTI2Q8b5%= zX=tzm!ZHC&vJqB+( zNRPgg|940MB68N26Akj*x#$z36h(aUEvXr)sl48*=grNBb*niJLs9dPNsC?7JhxV* zVc|yg{P^PhY^T8i?NH4qm9nZB&1}oW`1rEaTB9H&&)raQjwhW`sP*&^|9k=^=S_ok zzDH3O3i1lB74qubvkR8W%C{gT=FH`*QC8ib5s4PcpJ^I|7{qGe;o*UTsNOBo70L1o zgazmi3@X`K0rQ}K?qf1%r)%?N&Kzq9I4vXepJ|3OQTkP4GnH~H#)nrS&tOYyRZ%*@PkR=v0Z>lH+y zpo+I^KKWZq&x}Q8`<@n{6iMx#{<*gHGzlPzj2VQm5U=?u+6rk2MI^dSE^5NY zcRE4=BdwP?9s8ZA25W}{zk30g&mFBf?IZ1Y@P+`lpppBRSBEgYVY~TOX~0 z`Po|RglHjyntIOZd3$Q4({y(7%kfNG6Rdy84dJ}~h{}G)H{aw@e!I_ailJ0ArFwv{ z%3&aT5!xmNl0d4BNKwb1p7@Q- zo@uDZzF)Q;EgJ2vv@7Nd7~Suh&ZOnXGT1x*X;1AKdOhP`W!P3_2E-1Mf-^r}-Qb$K z;Nv+O?sHzY!%veb=jtr?5dW4EPW|8PvA>EK%eh1%D){8`SsL$#log(O-*vq5Ymlr;Q@VgEDAqRnT7JRI~ z5NqonRW&tP!mR8uNl8f!X`o`k+G~fc-|y-;*xb~4dU4L`Wb`}C;*O4ZNe;;E03u=F z5sn`BKcrdeGwU=|!Ob+H1CyGbv7Y`i9c9X@VV`Av`}|FoC_KDyWp6Gi)Mx;RyTcI9 zg9O$qT0#MwlXWQ365wp1o(MNYp=66LA3uGEskr^G*h>BtBI*(Y8!%PG#KNPA(@JY8 zs~V72MhaLt+ld*#7ny2+p7!d-+D^o^Vcu+qaA(VWgICZd`KwydO2`WIi^V@0g_V0w zl^TBrxBB*hQ}cZig&nq2^zm;B2y%ojTGn7iUXN!7{E5cFaa3FKl2f5K_wfvylSFVJ zr3?g*uAzfANsvHUFMHxZF^eJo6bJTr&CgcV@=o@4m9IbXD;Qel=7J(PI(?6DzzYK{ zbJ^}AK`n2@^1duz;3Tzv^zwhkX22=9Q4f6r=x+rJ`o(sy`SOMPcy0tDzahHG2b_X$ zrd{V*R7_ITyiZ-hlPQG+_=8XU{Psc6PW`lYZ^?loI0_h4Ah(hxrh;pnMv z-hjT%meD?tJ@^*6Pf&xEW7WbC=fdrU@s@dg#zvitY_y+q15P6|`3p0dU5{=|=gQz4 z=%;DbWzX@rdLmXpHCpmRG#K``hE7fX)J(8|oPx*9p$9R7T|VDm9mm3U2~&+)>IULj z>X9efy^*Ft&)NlfGF-*z{{r|(+ALZimxOL(cCKZ?BY$)Z6lf>{&Inps%%YI{MpR%JXf%9S8(474l}vxt0%#XW51}VD4+x;3k8Xf*3;`IWZANJ88JL)dqIyA?~d># z18B6bROW(=#mKdzzYUd@C2u!?PHc9vP<9~e+^FL6h1v3jV5Z>FPt+sboocJ*q<0oW z3bLL3QaE7|N|}pCSBw_+Z#idh5qk{kazk31x1HYtxX%qqP_$V#kr3Pw$)WS>Bv9GIkp1E$KOeX{ZEDu`1IzU^m!GTsdi7!TP)M^ zB+YW#ABohsBDkn42zhU7o#ef%7_GPE7BQRp=7G&FXs&IzWU(~N1a&&aeB2yQYKidd;o5kzma@OBeEANcz zRL2iH{DVv4XyUXW^naQDI@6Xvg6BG|x(C;v2m`4h7@I}ZAo^*djRHt}GB_2hc+P)C zISJoTj!x|hvnBf3j+Tsw$jA=xXsoaDX9E^QNOPM%DvB2}fVwwVK@5KdNwEl||3^y& z1Pjat9}PvjCO+Oks1r68sT29(>PQe+{VBl6W?>HxH1m>=WSKfu7&~h-bb?L@QRR?9 zeUW1vEn7f1kt{?dS}`$RRkwgNV^C$MidBbUPjavn_E(zv$mw-Yti^o~AwnTrfNj`y zd-mGG5btm%RFglZ&p|p6tu?4rT}=|_#%%Kv?frrdkdTNwgRl-!4;=Mg!{z~{^6bob ze@|7^pQ_H3-2WYuZ)D&#&!E!k5^mfgNwfez2 zd17lj9ATw|MTC8T6eVIctIeMulmEs{#1v|;BE(uFTr`;=Ge=+xF`XLj-~w*Un;%Pr z@FL#yqA9P2Qh1$cyhO?;5(Rh71WoKW?zA5n+9Km0UBCXIEAaR6=(m{m2m}C~2yF|Y@ z`Gc^U{h=Y-C+lp$f1HZO9_o}`n39^GY$I^8cF~m?;x?MP<~4auYO39rjGtIPNyv?K zmX`zPFsQSzqF`A)C5Z|?88!t^9wqZKUE`fD-tPr0I*pqAM~Ma1uFa}Q5@6^y2! z=|D4}dpkt^L>riQDU?^gwk{UvAp#m$U6S_rX~anYwo31hpU6Pgl8?^a@cJU0eB$|~ zV3<;9zcaro7Y^Cj7qA4b_|e7KwVQ7fQ4k9Xe;Qh(-9`lI^xICaZ*sYS5)?4t!e7Zb z0MTeOwdyrO2KPW@^3#kwr#iqEZeg}=Uw>XQEl8%P^ks>WV zm@_gw^pdkP&?2E2P@iZAXUMlqe!OM}yPj^A6ea9HGt7ZGP?2F9+~qAhKgn!x(fA4) zC|?K$>n;A}uU`ZW*(jse>1(6)fSs%`pbtCS4WFI6b9*htTb=YkUUP{HsTC%>3g$+m zWXrU54Ygs03)4ONo}!g%S1v8aDLZR}F7po61*Wn+urCpHZ*>A862gYTeceWdNFdO6 z1BzOD?c9X~ukn=7GU#e|K&Oj<9d+qXt+g!^t!;--q3GW3)7}|g^vl)N)edt~_FeCY zc?}+)nGMkIB9FALd-vf(m*fVmKVko|Y9Nj;U>|lZ)@p+5ej?T@5^|*WF{p_-!%9Nf zFF7!1ejAZ384*AblWih>_js0U`BPXiJpB=c40&|@r1%Fbs&2( zR1l+14K>ZpAsR7S7onCx`y7B;W)!CO7VX#$y=U9NeH=vsGxC}nI~pn@ePhkek`GCz z1r2#9Hh$GrRRrG=JLdEJC_v4sn&~Ynly&E3dsnPdL8G;1r=H)PEs9%dphbPVE2BD5 z17p8Nb?6QjVYS1^C64%|DpCGHIEa~nRIppIVA-mg=bHwz9D0fAjP#9P=cv_pQ|n^( z{t3^)iDc(5pKgM9`4iCqMI-G;=Zi09s-k546>h9?xRPU?^X1TE)zFZ!-df!Z5&Q-{ z{7Atvjvqs(tD?w9gNfG9+$04_zu_;|nLcpPStD!|43i!|4K$8$J8_?|?PU?(6-J=p z0b)jPy@&5-3nuCK%coa_bYlHVtl%3T9AUdgIf-j*zZy+`VXp z$$tp)w+whet|DHR;eKl`N#d?Z2fgu?_^T^q5`V_2`3G7T#9$8GVU)9=-shQZsdr;tHa@VREj$g?kV-K>>Yq7jLiS8YO%*8^-c?Qtp+E}yP zn0WuQO5}dA^B-=L-G}56|Md-Wbs_HLE%x~rPZbsE?ppOAY`r94VY+Ui85%Yz4rF`I zO;d||s^dmRLKku@9+IeHercQRd>cuq*T&}M#_HA%54eRr0|iTJ1<7t#1PS%p^&nRN zj3v}C8q~>*&7TK3cW%`=JZ44f|4a=O2y1TexE|Z^nu!@LqjY9J!+4 z%c#YPUUR*k-JH=mpkhqADw59JZ@73Fr{ZpHlw1iu<3%u7Cb_(x#89+4xQy z(tG&y502FuGrp*2|-49N3j)u{oVzv@RQFJ8}=X z!ksk*eo{cI>?3BRjoFD3=RTYGSA=IFt??b2n% zMWj(un>b6M5pOu;&+~N^qLiQ5u5aP;H-Z(65$xI%Lp;T3o10G;%s{&1qXCbMBzZ^! z?9s-(Kg~^*dwI&~$7sRIy)e_Fik(1e2ibNWj9g8HjRGf{7e4p|4t8X;d6yF8Rx}P_ zBEj=S*axpb|1*O*)r!OXZ2mTcwMSjPzx(td@&bekHlD5sAaH1z%g1%e3pxH!mThW9 z=x0te2C!N+>*oj^R){l=n=EI3F$#yIbJ{!MSPM(3~zf8 z`7p*#b}8V|Q*mbYi6v4mu=PE%BabJap%I-%P9LCxm_V_qO_(OoS^}Hhp==B$^~1we zYCKnM+yQ{mwXebvwpSNG(-e>gcy=2-4K&IUUiYUKvL{ZgN1?1e+zbg`dN6;%lXyFs z)iqYBdS~)Jl%rrM@u;z;$@bk93H>0_iW@WSe5om>HjHKUMaFj8nKMrM5By)E#e9w74{`8W{5MHukAs7sP;M==pT&H-r0J*DNxRyU_ce0cNhpuNgpXkD?U8bj z5WO$_XB_s;Umf;MYkuyEL(!A!47O7t2G?)G6qCaqx*|->#xe2nSD7yjM-XNFT4PYXHNK0R^BN83<&21@sDlmep{vWha9`f_JrwVx)T3kZP(SuUZvet zP%ztkibczH`R%}{z zOg%F`wgY758T?p+SpWv9rsL3}(zac@cIg&1 zWII_irw%~Uk$f}zFuRM}SWhIpsV?6hsCFN{mE88F92`~101h+#=|>nE8X8q`y2AZU z*|jg3vrD0upe>>(sh0(cj(xnw+XLG4HZ}6`<5;J`W+f%1;jcBG5+(vbN!QSURQc-l z>mGCelhd#CPnE+depKE zz3OOn`Ku?LvpB-Ej>p#+B(g4AB&DT1weqK*!T=lNP%Z1Tof3tNa-#D*W_plad=SxX z-NTgjkBRx=aau8(y}Z0Qbyz8{+S=ND+fow~g^}q6f-%jV^*Z5)mTSlBRkK!82HNZ; zZb;vy*UF3R*&}VZNUcXGf1UUPmAZaMPHoLRtvDU!4g1ck)g~CGIt>~bX4w2@m}UPS zEc(HsWq$I_&CSWjlJmOSZT90|DT9?11M$keb~$i)%PIKjdY(#e$P9T{QS3RtZN(xZ z&PawW2tfI(AA2{N@?;XnWckeeU6gMH$s6kXuw3=>y_UT_6VQSODe3myp~e( zj=)ZwppnCb1yC_;+MPRhuHU#Z@_msvlSLM}%RQWS?)?E0qKU?`-7KnY;^yV!O?kUi;Ce=xoaNEnC9h$x`S$u$`*|MJ)_AC6=At!Yox3ig?D(*3^dn zKr!nOIBi^A+}uiQYjr(6J+I8OP-a!}#i@?{dZ}iWhbk5hG$-awmwex>!v#B85-Yo_ z&=ADI^wa}^c3X`&?AXuDs|9YY+kF5%?t7r5C_tj(y=59P7a&viybr%NKG4()<6qde zSgn{x*r3rUG-UdLRLx-4|GtLKf$5Se)7?>_Jt*#XsZEef*UNh5tlxKjo3XJm*H!hd zNt_eB#kJ?q_U+qa_0tm$95~rc{ftB32X%0nLKQBw@5)XLdSSSex z9g722@Di)XM+1z>cx0o?KpUWoTr4OhC8bC=Pt_wQ z7HEvSJC1Ag?OPh^F@Apqw?qV(*H@=SDRLL4W@boqn78ERMm*sR;qjb2>G9>&+P_WW zCH+OseXS{BKZ(i$+~1`-^w*2l${_uuS~clKsXVB_(j`nb@~ehaALSqAfmMDdjRF=T9Fd`5itEPhU7v{48FB3>IfhSndcRj@V^hIu`5cZNSBdn{dJ9tB!U0gEfa|@)& z4(RGS2RcU;XKolxR<&SdpV@XOHNmMDBE;Eo6xIX#*~ts40T-3};KZ*+L6I_Kqc02& zyX`@G9w?(|?a#~0%S=Nc*h$Mro=#eo|NfHx&#!?p&2iMGr!g}{!l5Su5xZSPMC1AM z=gE5UQ)!Bmy-yy^dKa%y=y!CxV}4=(#y|;&*q)mBIDEkxS9h~&o4yabb3r^$4e;)_ zXvybKR_hVA5#*8@*W}bxN4-v@(&_}$X#4Ad4xh=KK9F#*U6qQ>VTtfPe45v}_2Qxl z)3ayMu(-Qlx6gx|K+?)PMCLNfGBqt-JyuFa5Y`n;Rw9qID~TJ;vu7Vqk9LQnONvqS z;lZRa!zhE6*^7GoQyAu<#45d0{N)%N;fx66zcsE281?bpyLYdLzHgQB@#^N>{FCb< zHD1C~`G|OcTIS5m%o3VC&B;2jE<0;O%V8l;{zWjKbs{BAgd(906 zd{^a5PT3u_EHGF{4CK)!RzvA=pGcA0AP`>a^<3hCicHbA(^pTPga3Rz%ne9V5pUic zl}3Z^x-d7<&VwQWE35NgNN*~TN}h;p^}M@lPxSHq=J2^i^_kth!DxPI9 zRy$4$@}Y9@esx&S?8lU8s;af94r37Y;=o_Iw%ro5z3B$QObc77?EW4_7=$Y!VC}VO zmE+sGRbcbx1E{8DV@7D=w0(G_?J>0)F}eHk{Vu0d^-`U`oSJLnUAPUv?9C$`$Yhx* zbfp)TJJ+Kb4Zp~`B+JMNnVDO{UhTw*u=&{$RXk4_$R~iR9JrSTV6a})9M(P{IX#FL zr%s)EX4$Z>zcEvD`TD(T=~hiuBtx0LmDspKe51F9{-zw}cb~y`pL@S~Ij@WXdPl#P zAK&5B)S1A?=1Hs^cs5IcBcfe~SeY$R+{#rWL-=J&kHJ1t{KVHUT zIvTK?5rN4vhk;N+LK zrG(kQ@iaQ>?;59vd!j0jm-tgC!>Fh-z~+qPgnSYb&={n?A<>MVv1tdhdWC2jKuCAI zRgWI^qhc{$aChKyt!-`LXn=YkFZ=n8eQd;6tX{pkSl$<@+KEj4B)iaPniN6kWpr(Zz=$K1r{{fAn4$de6V1>{a-B;L>e3UOj3n^y!7- zS_yJvL}~ycLQh5H4bG?J*u+phXmvb}8ncG+HK>FKU;y_B=JzVDAKUmOc*XtbW4 zc)kc%&}bkeb=A~vg9zYp=z90t#fujuJf@!kRXl{I`9hQ^%^mpdUB_yh1qSXlV^F{K)oLo4kqYu@;45Ll&Rq31EgV-ZKts_r zuY7#V$gN-W!Tt*epc6++mg3@+J2>Or>^Wlzq;P~`u*XF=!Jzy5+#5CSyDX-UT?lK` z6HFPxW*Nszn~8=+l4C&UyMv2Q}!oO!z)aG4W zT)Lr7X@tsn7&Od-5j2N<&GUqL+>m0B@P^fhBKN8l?+pE46CJyQrCVQ8;j{B~BAhxz zDxy&4V-N0J508x9{m0vB(>R=Rr*m8oOf`ifRa#nl1c==ib8-DTgDMRj5F;T3oaqf_ z%BJuwb4FEXLBmQbS=lx3Fyk*^waehWvs-rV+-|kcLe|eutz(nz^_O#0H9~-3zZ_-& zU~k6Hm_^qNiLlWQho<52@z1VoVJ|+Sb2Y(W{Vg_3oQ=MzR8e!+YdMbw8fMi1il0PW zbzrY39#)8(QrbH^qi|&7aEW0 z5=_v2n^(tn)H{NSi^Weo(QG!MpH%MpE3F$c%CPx(J*~|PxUsYQXS#-IN}X-)XVY9; zm@3lF?+ZdMUkVw zB``V(HOd0YI3uE?G$1>iN|D>1d~Am+=IYG4s{q-XXs+NnkPb@M6iy`_+Y1tOV@uv7JQk72I<8Lzn7^7J#24~>237#Uty{Miru7}Fg@9Xb zm-_O&N|Yv0dL_Aqg=UWakygq=@!N#xfCN>%ivzmyQN}24{Xp+^i$}WtWi>N9s!jRt zZ^b@)1deWNRONk(7U-XeT?WJ?#(ctVJOM_75SK z<)EvePd)nUuY`r z_;>uqmUC9_1xbC3Qn+wK(QB3bPgPr%%{IX}nX}tp%*sbitJ(CvLLtDhPd{m%E;!w9+b&a*))v z9=+H4Z3Uv;cMR;0L8*d?$bPt;<`m2W;(_bxLr4+YXxN-A-OwtES~p95+v{>2?RV); zsHB0iUU_g!efF+orId)j+%*cf!@0lySeamnDP%M|w=MtMC))1P#Q?n+RhS9p7qG0m z`VgSZ4EP4WoWJX`_5VE_3Ims8GSO4y}c9P(r&DChn4<799!;(W_$^pfWd-2Cyni6Q&W ze+UCvuZC)*lkYiKm0&2jc*zpNZ(KduE|~_1G_Y+crS-R~C%bTSg5Sw?J9jF>tV>WIp;*DS#^KfsbD;E# zEEhagLS^F7mzY5gDk&;bJAC+$0SE=6U=7OKV8s!|5r{?QT-@9{t*z5%`G24*74G67 zI3EKdC5EaTDr5NAtOrN3CcdS1t)m?x4~{A;R|9?cF&K|f=LM+LgT=+gN-8Qk02QJx z!|j6XF1YL=0xDO1KDgEB1y_%*}u+lYq>Sw2}$~AID(d2=MVKz~7_}DTYb|jY5_UD0TIkHJ|H^ z?%lk}AwAQVf^CqPJ01v&*qYj@$0`qEfz}1~?$rWWBL13N#{HN^%_+I5vf;&`B@qMI z{iVA&a$$;KL|}8%erCFQC=}hIoj0DKxm`O`4)svvWA`67PGPSpf9XKjw9S04QG;k31WbswHsqUe#NEJP;dNA9iepM5`g`> zKu9q=jvm-wwB+REyiddWt&Lvo%J09QgN&H4L^`T628cdhFI5RDaRgj9JA{Q3rCK^6 z!n`AfOlxjp{~lraIl4$_;Z-k~|G{gb1s%91V-rT33ws`^@spF2=b#q+p0iC8d~I1O zo@Z`Q4wffCRudg06RG6n{bq>&E;U$3zy8K5eXZLQhr8GOo&8}#`!YkbqV|` z!D=me9%GQPEilBMrtEYJV^7YJIl`A@sV1a zkOaN~to$@OctWhgY~1Oxk|4(bEF^}ESC7j z71$AGVBdgr%11H?4QT8+6^Rxy0^EZ+mgP!_H{KSL7s=C|19PKJj{kbrpd6u(TpXhu*oPjbS!>qqjSOgx-W^t`DJHNf= zEwO1+6S%x35l?0q3*+f0@;Uub&XjcPT%u)d*!;0XaIQLg0ZV*j<0(Yho5eM?7{sTSMY3B+p#d)DGNAvKb#-5 zd?keP@>?4lg?8@TS#C+zeJ|7kfy*~<-ZW?cymS_li`2x@pYm}i6)>jJXb71-s}znM zyGJGL1A!!b+gmpH5GqN-`z|}*dqg{}0?FODc3I#m`d`$HL#NlDDBOd9!A9PzyA)9 zdhgyg8tC3D2ju1XXy6FmI2gFPW}#$hA=yf;wJg1X9gi+3)wDcBYQhUvVn#drUA`D3 zX+{JhwnL(MuQIt3rtkuqbt2jm;ylwR9~`DD2$LVbHqN($7Bz!GI9xLAYH5_KF<){v z#SE82Fd~rg1^4eihWibDNfU{bpXFWp=1mnGihQ)wuWxR*P4q7+It)@S4{Z)-tz+fh z)es0LC!MR~^>sIG+LYh{o$M}^07^K-d@Zs;a=_U-it~fprKAkN@d}eEVYmQTjN+oI z45RW;Sz}}&Ddw(G`;+K*d#CJ>YAI!LIfS{iAyX&pC^h6F5!wxGYDK% z4v{)e=pMkFRO=QQ!yIRItoYmaYk#J+dLs1h0!r<(45XUjx)%s9u0XoSPY@^(eGuE? zF+mVpx4y2{8%bnau`wESx&^8;!Mh2$<9eK0OZ|Ak8T^-feFhaZ>j<2j8c=+Z*&jpe zi-o8JRyzoNcxdP491y85KNi{T(}h-8{p9!_=*I$^HvJ|$J9HVkQZyLNUSNYe=}rR+ z9I&}0V&Wg&ySI*yN+kur946`cFFsy`;7mT&C^E%GQKN&dq%j2BLC`qyeRXX{Qwfy@ z(kJH~R~DFK6u1N;M8LukNABg(+N3rQs>?qDyi^f7=$BWQ`%>X_KaR`8-j000?IH5y zh+a}W+E9>NPeEK7L`>-8Ak@VfpwB2MHfy>K>Ofqx5fG!hmyObD1geyAavhmzK9egs zXc?I`1XC`zcpo-wS%~z^_1D2N9(p+VU4^hD?2VW1C~DYu2rc#>TY(Pl5C~Js$Ef=89cu{MWsJhrQVQ`5`Fb{l zgo(gyKpW<^)as*c0Kf!sRErfIKL2W|)>)J0!*{P)QRK|v!q1tX8}!OH64rZm7!YRF z9;WYyy&XxY7W}S~dkCC4M(^Lhk5pT!mXsmgnhTK|V(#8kfBo15s7p9+r1{5QaR1aJ z_8%&zuu!%Y;S7X9iZh=XnlV=(ln#3d>0_%gF8ZUQH*bKgv|=7uqjp6)3WYtg=?xyk z%37e^0rnD43&lh(;pC}88JI_=Mx-J0y8wnqKmmKS4zS zeV$43n+njz^C_#;Pn~*%BSXgKov>v15bBvur)x;^t2JltZ1sRyWfb1F(y?h+Bh-K< zv;aTnK(yEAd1SBPm3iXlx2g%vJlXw&&ACn5D=1-%4d9?b8|}{7nPJ@X5(fNY*g(C$sxT-VrMH6OQKtMnV$Lr)1+Q_DbU(yV_=K9T>Rai`I ze6f??50ngc+=HP9B!Dxj{#4SAqhO#sZe_~LB@an5m=?zYt8xulezlOy4l^eZbBqXZ zyj^jLc_n)q{Uadi5r|;^F6<&0TJ)-)30bOp2Vl$$QJhdqfHKV9hg6AKIV@QG!l&Oo zaZ{LvEUJ%jOz1D$${R&4PoV1Gp%T7CCoZ+%G};5gaiIHBhU=iBz1X)&9ob0$SGODn ze!)?qLkuFc(JBz)uaA-^7qCLp8N=l)0x~j2OP4NHI(+yYu2yUuHo_%w7fM|&4wvl2 zU2bi-P=p*vuK0puiviT`f{Uz#Rg^Du>K#J2OM+_!ICAH|h}ygJ3pLdF;~jusJazU}Vh--v|kkTonb( zjv)7=njz02ts<`oeJveIn76!zdAHg(jlci?!`x(>&th+MA0X`2feZ+d+2T19uVvm{ z72}(elcUsOAgAyVoj#rk%S9!K*fF?9R=duEI5TL2c|n=vB%~7rKOc?I4&XWQZDO97 zCb``($D1R(Fh6SU?m4J2=tMPI?;(#1e(mqrmo3x8ifY59M$>>yi^F5upRzDFu-G4Q z=Lvg+IFm%liZ{sA0JW2Jwmc*r7S^L^%U${qY;@D@m#SA~VWxM0%PEO4trn}?8M^&ja0tVNUSnz}a1DS-Ew0Dq$Q^u$F-5)Zd)KHi4tC$kOC+#WWsZBU4b z22J#1a9~GD^nNl$uAB-Pf%DQqF$RPDYm1N6=9jznnv|@9S0fP=0@NBN?4U0QOG_J~ zsFo+Ks|O%mwy|w+Fp-E+XFGAXX)GY5f~P7tDI}6!Jg*v9?7FrS_yTepy?DF@kY>=@^^MtFOAnM7%-o?XuP zmoFbpxjV@5){eo!!JaR~Py(Nc1&q1B=iH8v;^jaa`IfMmb}k=IrRrtgWziK6DtkOP zGlA=@3`vCIdTsXQn%L8NY3F0WG>|$9k|h$?{K70DH6WjZ=LJMRY4lZR`IlXbC|tpRZ)RrF(mC7s?9+V$<(ln&Rj^8eG`n}_AN zw|(Dd#${$9V_0O&Od_JiGMwhIXkezLCny0`7#p69v$c;D@P-uG!+*LAz@rQ+a|7QzuVum^nnz`fg#ft?k;iGrR2>a))qe-smWX?-N-NbA%(Y z+PHD!syla^G-$9pJlw&{D%-W+xo_;zP`8Su5+$i5lwnnIpdGNcZG;wsnV&pkhA}yB z*0Nf+HYOyjKbI8SJ^#|@&ZAf9yew^MINr%sr*-jR9KJ$XtoEes=H976DZ_oKeAv=;$KqARUr>2Xr zjsuMRcA998JXe+RlqAaa+w8k{Z{W5z12l)9Wb21@(d*lHDpiCraqD)_)2F?amb3Gh z%_^D^4#>T;rDCS4;&q-Sj5YWQg(N2?|4qMDQ+0H^RX2TTCGHC(YF8?sBLUvz6^9Q( zD^1OlvNG8|&^6rDl9_`%&p&(LGgFig*S5AciBcVUT2KJQ%6mV>Diyp$cqY*~t;V5oEx)#^taE=W;aTDYrM~Y-@YKO%GV(!YuKd8JeK`mSFdIq z8{Y_c<@okK_41V}_hsgh%Y5+L>bm9XZmYGtNO^?R5hVh#1I_5JeEQ33-&zX84G^0> zm0@c48NMlfP+jDh@XXqG@-(1iVeugpBY8!)X7_K?vE#wxt5q<13kJ50o*Yy5r}KXU z%7_W+$l!?#gmZjJs_7d;r@52ChwaLQ_((4#(+c?U28$ckcU7HOdh~2ISi$~Nl&voO z!AWFA6I$2q^_oKM@W|EEIhDM%sU()-nG?*TqyjlO{3ts`^jQxuoXI#fqccf$x>k1$ z#Y}C01I{ZVxF0c^6A5UVUN^Nm%~R(+*>UtnIjppXuP_|uADTEwoXoriR*9N3V_CoB zTQ%kmr3ioz`wwDvJhZB7Cr;hW7obmbvCML+D4rF%AYuX!$Z?{Q{AmGrhxtz;I|8`x z%EF-)MV;+*u|&qfDQNF?EtM0-D8DW089`!`eqAa_PP=)H0|o}E8Uqvo zX2p=99AspO&)9Xm*<~btze`)<3i^k(|Jbsn&#qkoL{b=x8K_9=dLepssvGm<$rI6& z0Wul$P=mJfP6_Jpl^FlVc&!@YQX?_Ee6v+s4oMgs{OR zS6iBOzB_1S73@x*726lJT}FWSa%n{L7~J^y_TYLeboml?2dvLsA93jJ?65i%oG%dX za?2pb+;ZfitMx>j2b0}Nmbqbf-vbANiJq)-HtpWMdut_$7#fMj37u4X3UY$81-Be+ z0tkFbByj*{QV?CtQt4ED;Mi5p=2Xm{#R!z{X%OqIHQ1KhFPzlESNv+jNHdR!(jef+ zfz#&5A*yp{$IhLZ5PS^}CAy#(iMB47PCC zv$Q@|R~M~414M$AqqY(-N>T&G-uVEVC>klY0pE3(KOET4y?|xnr|!M(1cZbw*98tID1)R_hdf+ae!7Bb`A?s9%?8uw7~K1q3S^dGdlCLhPof zd;?g2!mY0uUIEim3}pQPuucsH-FnC|=2&qzCt-cU@?oaxv(v26(M_8+_14z@{nKzo zYhTj@(}9$zlFMVPn@RMHTwA3A><15(_|F0b-CY>AKaOf!Bsbuhq8kF5?KNV=0?3h) zhv$xqC+2vKQdV6BhFFulRk1I62-X25Im^uKpg!(`tlQ`MmbSQ^1etY$wiY{G$?Byp zph8+kJBtbPOg3D4PVAhy4$w|YXD>s&xH2mb5^EIo#TA>{H z#q=E9XLv>+U-nxe?3UNcsl|VxDy`mn?SgIk1ps#*LCnQAJxDx-M&JobF)qSS=gS;r z%ZPb$6p`R(E#omyXRRfWI~o|@h(kOkT2oSRwam9yT{zS^s7veyU0|mJ*PKfnq@khl z9|yBfpLw@}epU2Z%O*gn7Q|s40{Se{8ZY-v?qlB*;`{I@iDDya&1DtQ{5Y8iFEuRw z@(Hb9q+euB0Hy(xrv1aew5QsIgWJ_Dzh4>c?>?EbGNk5&do)HOC54HoGXZ(k5!5)5 zpux#-hb&qCT5&X6`g!r8EV{)GXK0wsBWPZ~c1`Kc(e8fDia6O%S;7VlbLU`?bP%)< zj;4X6&#C2*bx?IP#Gft9on5|Ho3zJ470Tfhg9>&YAs`L4<=*}KPa|vIs@^co+YGR{ zpL=Pod6_1WoYfvvD@lafyurCV=HHRPzj(4Cd~=XOCl@SR})JS8NXt50@{}(CO-5fAOS3C8+f2|E*d{ zr+TfR4K5h|QKZ4Vs#B-{3FMj&8$JIQ&*EZLq2^gGipIw1;Te<2V4SU|)vZ%!uUius zuX~~c%NavxAMO0h3CE8K?KrxnLt$W!(UxWhG705S<>cCH zWBix(!Lv_%&)QQuWcyz^Bv>j3h#kDF@S^X_vUm)>8mJv?7K@Gp;9 z&ywJnxllFPhp@D?W*XtIy-_kx-`;1!c;Czenrs@gl$kGD>6PxyZuKTsgtXc> zlafx&F92c(!ngql^q+_rkK+EeAlSEFgVz~T*1Nrb*_%3zTI>b#vHR@YsZt2^*-Lg9 z^H+9s^l-{aoqqku?tcFHXW5`qsi8*=qGhAbDn)(|o}_@_FVDdSJ$MvhL$Y3e@QE9c zwKDeD<;$*s7;LQjB&fv19$YPiw20)0;MG0s2^mN_wj%Fx*7FNUK>dneEB5O7t$&Pm z#mC$GDI;`Js2~rK`=8LLT`$`D9piQOyEG}xMtkz^8)dl1U{H7eWa|Qx&0}G!kUdV~ zv{o+)3gROk)u$5&!Gcjb$93)6RnUY#{`dhA!SfGBXL3{n?!6ppc1hY>>`bX8DYfbc zYh?Efe^fHQ5c)*BStwxcaY6Br{TH?iv({UZqB=cuHXkE2QAOU@FUEYozLD*h(L~NN zd>(hC?&F#5%rDmpOMkI9*}8nDuHi>OsEJZDl6dSU{UK2fB}7Sje&<=gQ}5h9TzIrx z%@Ah$AMM4_M-B(4Qb**Vg9gpwNUZCH!-rj~_U(hEVA{0lH0^1@JQOdh9~@_y^#6Kx z@~v3C+YUL}0mu3%buw2~g&##PMB)%2z#nAYv&ZY-*+YK1)ZUyKxl2qp_UN%;bP)x?q*mw34!p1*ZlBms}q@tp*$r)M!P`2st(*m#Re_ z9XF`RgC)u3I0G_x`yD?)-?eVj<`ghf2wcQ?{UiS( zggQ~N_RsvnF*$X%5zPkNPBfV7giKDxyO;)9K7 zsK#SJ9{W(Jl8uW#`A<{rT8iwDxwS0VTnN#n72$D=<0a+R7%^{&704B+CHp~!5SSe zGy-!)CvfU^P;;Q{BUZZRw42D8+38HsQ!!12Fw>)!l=l$OJkrxw3WU0mOGrI}Q){hW+Wlv+}<9 zcFTq<6Y}K*5lql^aQzYn{c-G3-bQpi6ve&%55&*E&D(MnMfq-<*8$*G!X1-6&!hFw zxelgd!C=#bM3T-&m4Tqj_OUmVaosYN^JA7AR#@YkdwnD`B^g6IaP*a z6QUm36+Y(c=OGhcX9JD3iCrr6>GK2oJAj0MAo?tA(OF^maqcls@y*j;_u;Je=@~~x zn~?3<6;4eb8o9Dyg5*8kfWMR3^DvuJ?n;?8_r4u5+dVp-@GV@uy_CsC4=Hta(MMdRz%C*w3~hE!CR1k z{DvV=D3QAt=&7XXix&q%-Uy@`z4agp8u;(9+?YpY8jXHz-h5ZLJ8HYA1@%2c=JJ6Y z@Kd~HRzbJy8d0K@BBS!tuAxV7yeeI>w+;JT%&82_Cv2J(YNFe2^H1qRrNwcE-<(Ci z{PN41*g9(_QGQ0cRW6e_hO%Yr&Yi~K3+SUy5QJzUq6oMJ^zOl;1A2csY-3#xEMQ0@ z@S%{Lu^=Y<4mDEjn){b$6(`7^y^$r>9zcU;Uq1na*NG2WvGKRxT6gUD^2Ojj+o7Ru z{dx|F=Fn*O$LWQN)??v!R{b8&aTK;cUh?C)%Sp{sB|F`Al;B@zFTzh=tmfbb1u6F0f$3#UH1x{=xr^%aIEsCY&SV$#f@qPf)nt-ocK zL3Y+ER_NuL_om@Cbllx4D2gKxu2hLyLn9%LB*3>y|LDLY4;P=A_TQl6Tfh`oJ73&Yuz0&+FBzM{Y$v z5k!#XQR>tG7(ygRbMG;E%9J@!Vb$-;LMZ!0UY);)IdT-!L~Z>Q`JOLb)^4zp<-~&* zfPZC@78+~G%JY{Q(%ft~0#RBAI$ch4HTr8{DZB+m0FU$fvX=6^1z}zE2qQGdeIlj; z$)kj48^vgjYeZQ^0(qN?C^17?l08=iaTn6}$_hj*5(v{D%-(`$ld~JShBFv(O;aV!XT&hJQ_7SIYsh&%lO za!Z7rMjfrr&36I{d_KQ%C}+W@FlB9pXPnRE#F0x=yHK=u&8vB2@Mpu3)4ltfMbB(6 zuv>3d?o#f(Br7Uh=NY}#QN;XtYJoIwf76ODpIxQlx^)pkTg~d1;yZvQ?|$oI>9QrG zAWA}j#?EfAMyu%-5}WzUk~9>aUmG-QmeS(gD`LL%0;8!kB+*M;0{V-7;UL&D(k^;D zYb6P(I>PPwFvuItZ70B^6agPtH1CV=jiXvVF^}}{#>6#iqU9u_drBk^Ql5iQ;n824 zlz)xvs!>H8M{vlNUXNn1SnIuFDh2BO^Gl{=zRc#7e)p-BV&)>BUimw=ZtWAQ4~X>> zR1fO;0cOzwwd*$xB5mIK=bulGwoUvqopnR>m>*3^Ax{;s=iPg2 zWqXBTVWI;QYy0eCBV|s_rLmMbWV@&dXWD`@i1ujEpnDmrC(`7)Vmo~$7_}8PbfoBM z)vDE8;4#I__cZ(}f)=7*X-&-!cojW17nvVQhY3`l6;7^%(=51qGkZeu9 z`)JPV)wl1RjFC|s6yKMy;xJxOF!y}r+q8X%SWd1qY?v>1)P)}Iek%@ndjoI6iERnK z)f)ws$hf#Hg{xPmn)QrCUNg6H!`HVdQ*YGN`d#tU?{S9F6Z$Ln{jMl0*b#eceDe#Y zvDFvC&MqspvVW1gysGzu6YhUMeswV{#3^cH*H!7x=T!FNHYq1H9zNj*)#wrlEETDR^WwB{PiGzH(aa zg^h5@$&~(45f6c3*qwhZ@;eWY%e2EDOZXI*kWP24o31JClt_g4`um4uXPW`{hcNy# z+3Hs-D<8nk3m1l-2n-ZuHcdsvC;nE{`g!KenGyE!!^T#ClU+ucX;jays*|`${`#3$19s8?f zc;Yk$I5m*W6vg2g66R8f@OzvMm7pDS-noojvSi7&tPfEg3GXs4=Da`FKu} z+2wT$q*a3lC*nVsm|rffD%={QQWbbN(u-A1m^jhj?)k9(QO#SnOkdnMyr+g)%&HTQ zF7nPYGBZtg)hiys33_O>@5aooqmQJN{9w2<+QnS&%iRsRL!3+Il0r=*H#pMY^70un zHj&lbqrmCyIx^^lUZc@RcG|V~^rU$J4e#luK5>A0;p;=0ZRB1Rmsgf*rP;c*?t+m~ zXV1>W1J%Bh9{DIn5TZM#*;`P_h;R$X(7G!O67uqvcL+~TZ37VKQa!&R2TAoG)WY)l z;9u#awIDY^w1O-pmDwAwNS!FnYGV7R?~Wcw6u5hVLTJ~}Ov2mwR>9k$y`2yVW{q+H z@u7>));9+3$J(7Kj8!lp2}>2}(}ebJlu&>Pob#Hv8omgWjY z^EK+vyefikO53IKnL0Y@=qT=ZuO_84N~*1Jx`KT4Ug+}c;DFSppd#sN-JYdwQgR7tvIvnFb&F?YL_1$7# zYkFVT83%{|j4EkZL8Y6|o;}CG)I>uX92WNKL3w#H9L38&yGwbfWcG=Ys__2PYun}- z8Hvb=88zw(k1#3^I~tRo9iyv@yT#5ox+rWewn<(WHCeTT)5_s3)9Q_VKNvtKew-h$`o)0j^^di1EMan4_VjcvF2 zUdabateb_a@QWD7RVfO+(;rm~>mwtpE3S6_a`yJ4FARH_MUXciO_z1Cdn>Zi>_9TB zJKj-&fxiH5reU{tfnt2Jg`&6~(Ob{vd2Egf$zgo*TYkPX+-Cj#aEl$V@8!uW!(`iIILm;&Pj1L<7NhFjQAHni$j-p){mc%#{~kD*-jXB{@{tYRIWZE|(s zTr;!fckepKj1$Zx!pN3PY zT^%T&W=qbbI$eI%_A>dqYx^ZP05zc{+Txl%tE zalx?uXiF_WJ`>{U~C3bA{s=fXz0I9N+OS+HQi_XJof_!zUWrt9sMYDXY+ zj3QqmC>SH;f#q<2o8*w; zU{HENe>92>aPy&lrjwLP(uKtXdQg=wU69y1{?v>kJg`~#J@5HZkG}>8nt`Wvv=X%QZk@s?a*^0aBXjdDaPKXmAYHZ5897iMrXBSwty4&*S5 zdvuw4D8{V+5*wRR#BEg52~R$9(20zieCR^-81h(=PJ+nY*_b)7vFoT#&{%=j$I& zOp^L+Rm`2St5KR~8{#SQaCYLQjU${(_6DBZR2nIo5hZ$~vUgUbR;AxszxEBhl5JsT z)>kQsC&aU$y5u$PIN}H?!#F*yOH59&*SrHBp^vmAM0kX5r_vu4K3CK^VCOfzLDQxe z2R870#e~l~Vp|f+fBg5xLu`l9H)ro0ugaW#rDeyCcXXTlFi_euvQ<%}Xs3WjUm&xw z_v*|c59sQ%d-qXh9Q5hk`*cb|rvwk>$W!SzBO7~`nXOF-oS@F451&|S+Hyr*2lDVh z-#jxV6G?r2e4Ia?!)AF22i^4g=DaU; zvASp{MFEx8nvk7kE^!}kwW%ITA_atFs#V)iF9xksC6;{)EEyj_^gly(RucZDBz&)r zPsZ~HAr3Fb714(iX6tzkA^dT2n_>cH1R0l=M|rrez=veVy0o*wa?apnd70Ls=g8R0 zpMPl3;E74SL>Cs$0sC##j}!cg9oLPvJhih)kSxdY=MOB_>1rmJyQX>W8_d*@Zd-&ajv2~Xs zkFUl8*6dWCL76+4z(C;MQn;C%a?*E@7`a_Mt< zQCp#fu!TGZN@1p<_rgJ&x?ZnUxk95*9X{Ap)9#8mgvIoIEYNA8K#trLFz1$r|%=E|7O9WUG%0&88 z)d5z*8!J>0W{A^_o&?;Skjs}X(D4m!lymT4M}pJojJIfkIPdn{E}RX*CK=ze!{S!- zVVkFpnx^41xsqL?r$+MoHmzDsDw%(!w9-w)m*PMG=3bp!bvd(W?ia|7;FBjOe66(n zn(?&JO){)0f|fl#1oCs)ny%kzlXLM@7%L4Cazi%0cEnN6yG}ck4jzi5;vHt=^&Sf& z7VN-AIcU(Y{rz{vufK9LpBhGQ6qlrGhEq9+M1(uGJ0E`Wq7iwNsMOJ+#@)4PyIBT* zm7)-hrCTQw6s|+=@}F2#QtpT{6+&8XWFGYFBCpztd}|kXbq<2kXA&v=v+H&w;jC0p zHtVDQetwxxjhA(hzC8LczGs{$jB`$(NavQCd)9r8SPgk`FImHI7$W)&46!UV!Hq@R z7L{$;YM_#VhNxy1T77)&R{_LJ%17C5G7i^s&aHCTacWEfQqJh^*s? z^Nuq(y+<$Rk+}ieiQ$Q)NwM@CP@7M^*{EU>vG7)M@;tIUf-TfV>eFc}+Cv)YkZ^nh z0}e1cJmmHX5$9Re3ZqLzr0NVs+{a`sSLwloz%c>=2@VMnE{n!6>m*o-2?CXf+ZqVd z(P&7gDE!{MdGjc)m5`EE zYxDQlRxF%B$|Gd501E`g9z$G74IDV*%;(OUbrcT5e^XdefvrpJa65eXAbOMgI_=rB z2Shu2+n;;^RVR%FBG`E0V{CB`LPyNhL>32!i*$0^P$pSv+B~VQ@%UKtrN`=7@n|6S zgm2c(?HJmfs(+eC0y58`Y)Gl)kvNdxlT>+2!id84)(a<>t3yCdUoY+J+6GlN2edf0 z2;U(MT!bYuQ(UWje0ulnnPj%=2@%=;z1v3<5W>B;3kPSW9-;#GucC%g7*;j7vC-HY zl3mCSNqo%GvihqP-dV0FZK6@DQA@j8tHlmtYI3v?Ho>FPHQu$|0j{)5WG;a$- ztP_=GuPK^}<&NtB;$6oL^}Bt7X4%M3hh;op@dBx}0yG}`st`&8W#u%kYi`+ux;l~y(zgI-a%*1+%XGV zL~ju_ZLI^DxPKH3vU$#6t`bIQkkf;TNKSt@bsAYRQ*YE+vY~_E28v6+f=I|=A#ft! zKSX`84c=`&YM!fyrso&vQjySWdmb{5@_w9LA;nVzer{0HqGj0 z9RB+~y1yoa(xn4{x8fTV96Vd43R_UziL6?kC8G(EEZNU&-w4N(P?T=!Yt(8WFiY_~ z2>wAf?>ey~l{ZI%p>Yj^SB#r|j5IE0Gh1zU-fIWvb;z!%_Q@szC>u6y`s&)>+{X`# z)e9uk-1HsBXmdG?P^z6~)1AbNVS!e&Vk4@uqL*e-S)qc}58Q5)lyv?2t-@9Nr}SqE z{Q}D5OZ#M{xr~)B)OQfFLBRAr-IoaajV>AXTyi1&ZzD{d%52H6?VqG*iOgasZL~@;Ii^z0Uchw_w%L=;-KVezTpGZ;U`7gMR&G zzzJSyVzTE(a;5oU-#{6vO6QO7mSF7VE|sAZ|1r^OrZtQt6yxbzZepCz$YFk@%Xdx;qN}xkd7~(T}*Zxsh>-;8w;=KWwvaSe-?SZ zwYu1^b)Db5qwCtN^XTlwJzmr1b;fJU=pfEX98j;a~1p?Kwd=#!nm6ZDh?nj|8loWqS9DU%yK6w3C?&6nSWrA)#ef7 z^ngmS7yb55mv)c^_QP;-s-RO0ZW(&w#VH;u)f$Uq7`^PrKYw2LA4nIci=Fd2XiO<) zb)9UI4?t$UQI}8(r^a=|$Itg~;(qArll<2m4gLOxy4BH{B579BPNRZ=4#d8&n$Em% z9!$l<0@?wFW@&cla9cOI2ZdUpOB`Lioy4Eqi2Xr|9a3gn%gDsZo z$Tm6fxs#^mbtyS$6i9e<5u8eNh8u?(rr4J1mhPDO#^f2h-Dsl1?H6!!bU2N#E-lvy zSEP0#=anN&Y@#S9=gpm43@n~W&q62#RVUXw)YaBmJh~52BMqhKBQKE@SLz@tkog`7 z2^nue0!Sk=MZ&-Ol^JAEh-E@Ty!QK#>&)F&HmM^6%6lYyS~r^B{C{PLecEka^mBW_ zjQaIg3oN}2Y}rIhqnHTLf+XDg!^rxn21F5YR*<(Uiz3V{=9q|R7~E{Vb8mbH9;)teG^cix&Rgu(LzFk;fMQ52B9pA&bsfmW z%r>jya;#6UWq%AyV%^>Et3JgjBFlf9$Q}kt2VOubVT8~&6X|8O!zx3t07g7>O- z#XAI&)VmsCN00st_HQ?MTor8t%ggt1Xhx(S!kr7GcWv)}+|0se5NjbBUwu9)J{^^V<)V}Q zO?)cDOG=i7&ObMnu`QcH@-p74CXYTcL%sjis1udD8g-hzYSsCe?6Dkl+(6#<3msQq zNWc+!rqTmRpUVBfXVYfPh|;$>^1RZ``Cow0JY(aiZ-9_G1t%RHKViaqbqXHv`r92n znEx(Ub|qE!Ty{H2e+iv)#>hD{-d67gD*T32^BLOVnOP+tAVOiy_D$)32R}Q|oo|t( z_>($5myz!g;LG2=lWQ@@!qYoyn?Nvrem37A7~hoV1Q0eOM-|wI>}^6gN%^<2ftDb-P?LO{!(d6<2_Xf% zt;ImbF=o=ogqBvF5-3&}sPm&!zhJ#ixHp0A!t&g~H=efa%P*$nB6%aB%TYz49?dPn zreh6~L;oR8TESH63^MfjKM@UO8M-ccv~ zw?{e`oXdS$^$7#MpCaxg-@G{s;5MY-(DYN#KaT@b@k1zF8D)Kxg3|-W=A!=S zUcDws1dDklI|nC9x9&Rf%}XV)c>0h1<(J<@VJ=TkLOQp8`Rxve;=HdldD1^X> zyIh8d9H+9;;S@w(CRGZ(PE2^qI2|`aFh!(1X%bH?EW%hfR4*m)p|j9xgfHe250>?H zmBz)0XEkW)b6$0C3*A6Jun!Rgj7nO|>E$su4~3ovrl8D)h$3*%WsB+*gq$6fqxHgf1@q1nU5xe0SBgsH64M2%8Ce)4?~T0Gz?+>{$CrSGFn9Hf zj^br4!)WcXYq(ZJ+N;i=pN;+b=M6%h8RY#t99xn(Am1Wbw(buDHLAj%z@W0qNYd?R z2W;kr!`C3v-ZV^=9Rvn?(XL(@Cv;Dx8|PK>Dr0X_4HW`>cg$?ndfConRJlV>#Hkt7mzhLc z*wHcLEk{8AF-Gq0mjtv{rZLJYR(IU^@taUh<&=Cuyy=*1889H`VtjE)wXY(z<)}_G z{Oz8&JV2x>*mFgN6Oi1{1??Lu&a9}}GI{!`J()ISS|?s<4+%LJaLm>r%q9n$e1VEI#yN^kXF6OI(E82;GZ#+6fq zT>RC0$ICEL)eoXBXOum!>lqgP4HT|yr^xzq>(*r#`|-eur@*0ZUMbH@E6!;+_iT1` z;GH9;cA*`Rt&Fl&x?$WU(M9@ic8+@YM|Ute!`JE|)Q*FHlYrqlua>Ib>mBzqGpCe% z?$Dc^;973Y88}{mOFCV)*rZ+Tc~v~X=+V0vn^#)-{zm3FjSvJ5cqQK$*qF$)K&!su zz@J3d_l`~54-J~Q)k;ykwKUJ+Lybq+JjL>)(#m03My95>&x2qeyn8q0svy`@E41%I z_W5x(pIZ|e7Up|DM$ZPQh4AZfV$A0!&7=j4j-7@5qf&F)31TfX9#zikSD*Q*ah+ob z*&N@0B6H|Fy|yA*60oe4{rmRa&~0XzXnSy9+KuPsD?@879Lbp6Yr^*28CAz9C!*WNhL$%oX2&QyDL7(RguAlig5)E`h>EleOLaL*+VO%dd!l30iKo6A2o;%7la&zpF|>>N z+O`_bdm<;Kj4I#WY3<8F21r1}a}XXUl)8=d5AQ4z@KQ--KN>?i?{c<LSH^7deD}Y_T9ExpoCuLTqj`S-yjn& zoN(tv9eJ;0xFWTG_wL=@fKp+JPWI^B)KZ5-LFN)w9(uh_O)ej7uF!wgA@9Rx>3}P* za&Rv-t$s0M{jx<}6~)mUn=&ZZ?tExa&?Ma`H_DE0GXki^G`rVwn}Ay$0z!S~<%yw^ zm8NEiD4G{_3LX4D4~A#zW_>NS{AxlKk-l^NXRBN4NT;FBu=2k);v7cu8BqofLI2~q zE-mCcUDzS{m-=V<*8hF~7mo5dO8pbT6ZYXQ#py!zp+dPN9-czKELoh+TU{7W|~@ z-P)x~d-1y$TWV?LEYIR(Zq=@xtrX55)?J?7dCC>L-ALL@rEunVzp+(!5@7mn@|Iehv;m@R>Uoq$O7Xf(GacD$a2)FDC0Wt23Br9p3uQ>ZXZa zCT0;*L4k>B02N;lzYmtlhu%UD^Hj&o3E&>0%(dYC#H zrM73y41{9x6R@+<4Hx8Gv+4LT;&g{qz%{V%&ZKTol64ztN(<~ur<+-n9nud6eoe=E zhUor@9*5i;e!EI&b+Us;w<9Sw&f7g#OSYZmf#e0x-G>{8zW))Q7uq7BfiHFWuaZbk zeN`s9YQBrqu300G!E1>uZ|=;QE3Td+Hv4FE+tVR%O5a#X(#Jk6lJkOxkTGcai&JB2 zPG_`O{!{nvn>JSUXtBcX&0#FFI_;bYq%m!BHV2?+e7q@Bt`D=xvq(YFLFPxVpbxtN zM+%p#R!B;;Z803tT8A1#{gXNp9*5#+w{{Ng63OqOdl(Wb>MJyDORGjuR!NMZkJ|vt zI`ojI9(QzTyO|3i3^?}3AAfime7jYSnC==;zl4)v_5Y-HE=L^U*=S!dic4zK zrp**@!Cc`~3E91A8I~S8VX5hbok$Pl*tkY=F7ttQHIRbgJZ(B?|2nwTn1vM^tG}(K z#)j@>kktRm*$E!~Cfa@O9DC->nWVvUjf}+ZU+hJX?;K4Zdvm4nnC@~4(&H4^`E!1K z@pyr=yZ>~ANF;|1cwqUpI@8oZ^X!l-SA5*A4hh-7ukNBB@DIIi0}OV@;JOD(9%>;x1bg6 z)wAcRYb(8--oIQ>Lym6~vhywNr~cOlrM97+FxOCV_JptM`s6E(61@OUD#lZ$sZmPf z*t?!_Hy^9Bz-84hra73RAk^-yrS9I>iPxESzm2AV6-NRHdjUn&p)xpl*~K#cSMZrL7rHc2 zI9Uj(Z4vHg*G^$d7rE}pW0bhonR)>Oif`%F)DDJsBrm7N5GD1so+$6SDoGCK?_4sF zO}lY{EGca;*z*~VpuZyTSn9lfqUy)`50zj(F@HDg{Hx+@H-Myn9(LRvy`e)_^sBva z3TKJ+#5tChK$PyYjg54Ei0Fstg-yG}(*^PDXn=&`iGHJ7xD(C;R zpQ3mF53;wleaA^PDVa+0dsr=Lz`Qy9`y)L&mL*KB^8nKp%w{d94fkgOokmiND%0pf zNDlX``km%frMJhYth^HR-bF46dEt_3=;Q7IOirP5qtos0*Hh^INQju6hP&%=@vov8 zB3?{iP}u4qj3QB&J{Bb15msUe2!d3~DC2Z^?zoB%$RUMLtdJQn;tqhgLaak*4g&~< zX;M~GT<4ug`u4xM;wL5Q6{(i5{ptBC)2FJ#)NTOT z>K}hK;Q#-tKbF{t5*;~ZIPH8TN4|bMBIn}hBjGn+CopTclHp(r_FlKZo~^aCo*A)A z1I)i|f`{myjP311$tO<3_ElC^8YP{rn~>+=O!fbGhp5lhKZz%6xzuy`U(LSkJ<3k@ zlzK{j42|n9zGC`6(a6Rwv`1RUgshOXwArvxN_G4^enS`o}4X(*lp6KFanZRxRH4i43NXQncb#Bk10$5VHu>k z3t0Q_zh?TISOR(n78e(5Ry709@t$j9^7xgbz^(Ykmt-^s>rF$NX_7MrjmL;X8kym> z&0Wfp>pN5|YN)7l%%kQ&!YCN}BFdx(9h=tA9Hh7?`N=bzFq`6SVP$jl`;h5e-}Keg z&9S?ZV$?g3{MqyFOd3|`7>LiP0VPCsU_Plqonik{Kq~aloM^TN$$1Q=i!M@3=f;Ld zQXk$_xbOIeN$GB?cR`M^YvNa32cL2aoj&*E{neCs#4lK|qh?GmbU4maiq5(kQq zPnRshrLDrI_8CoP52;o0b4^X{oI5It&vFs)k>Jy(&q?AijpjY=w~rfph7zp&_mq(` z8JowoQckQp_e$xC;WCGctl{?a^2q4le?}#&-Fw)uVF5$HmnR^Vb_)44^8Dt33wx3W z6}_wq4(@|w&oC)+?lUqQ$7y5-JL)=&8&_NXq*}CCq#2J?5iUAnc#G5;qL;q=a>IW2 zx+oDQd4HLG%p#nw18+ovXGaTQr2bK9^Gw?fv7Y3O*uXT~a^}n~r)_R$7~c5)@8!&{ z`lL~9=8qv(^78dsZ&}oKbH-1q3G8!qfrq;X&H(Uu zNLNF>YUj7-kV&WQja0B=k+>pem0i@Y=V?dvq?BTcK8Svx>W5n5!GXn$ayEP#+LXT2 z>o_G~-^!D9E}8GU^xH~PD88p;Uo6+I?%XQFHQN32}Iqdh0*D396RyFc{$xnWIg_y6GCYEITKcm9}_wshU; zp}!Bi_hIXGzX^?d-TL&(^~;-;$5;Aw?wkLpc3#T%A-4~I%6@K=w7_qh|0lT%&1;>I zOgOdV3{e-5o4Y?OlOeZC@2oP-ktUJT31yE23H4NM0siz<{R*jWJ@M>zcsg7pCwWU} zD2sAWONpVLtC!!CtICh&cmZM6KmV`zW9#KE3QOLFSP)6?sFZaWrZ6&OC?euV%P&qp z5)RG;`L=xJUEF!huUygiWc&{*woOnm{x!M=>B3@joq~lsedY{|=@Kd4Jn$ZmI{mED z<}$1q?RU-Rsf3e<_4n~<@Zf|d2YVl95=X6Z+wa#Pu zE5&mqvp_vm0lwem@j5m5a$dFVsM>~J_JWXZ6#S2qlIE+Toiy9kj_Lf3XA780H4wx zk!uqMd84DP9XKyszY56kNXOv#UE z7aRP*>Cojm*_uth`V|#fE47R}ejJj=G}B&6aZ=dwPoAMzU*~>93v9bk-oViTY~GB} z{i`x8C%tCR7b?f+uiCAUjT=1dXs+&hJzKK(W(xb4~V{0>{Z-R38cy4F>k zx&Fe*?c&N)<`_&sW zk9?$=Nf%x1k&tGz3IC*I7cZOl52{q$n5u_al(W65%bn8C5t_vQQ5GRO+jQG<_15E8 zRQgQmLR;{5^UCjQZQ*8?Y<(smi^~k-(9;%e9*+oWQhcAqFqczR zW(tUpW%k@Ruzi-0nHdfqv84}PUGQJF!_^QvA@~CkxdmJx?@EVk@*D-VV!>X=|Hz|>yHb$HES9vx{Jda+{ zKrb=$^yw${qKmyTO8@Cp`ismMjn#W}UzBXw#TmJPgNjD6d(xUmDIkMFrJX%9BaT+( z{(iShcijHG-+?YtY4kvs5JVS&v{4G&B@MIaMX>XU`XHSw{21!B+@-T7uC~#eVT9BuWWl2a62@=tSLM3j+eq|tL5jXZKzXbvBYeS*eT8)K$26s zLoauiwDic3CKjOLE9P9cFl3;&oC9fyeCa|NkU4ACZf#q3o%ns;{L|BmmYHW&F|Fcz z(11Ez)=AoigjDB5k!NeaiuO_=*KrC-Wxg=pA3c?94~ETV%5)v7ax?l_ zA$tao=%@Jb04@uk>Dd^}(Kvk&%h2xTHBI0p`@&Jm07S8To;tmuA{1~##$?ju;nJ#0 zmvbB27{&ok%h(b6eNOV}Xmpdk>L~2bqX$-|(dRs>Fie|Ry92Rd#DOZ52G-;2cp5!I z%gpgFssq;r)m3*2Y)Y3@w zXtyF@8m~>B(@*0zuQ536>)S&qVaQ=gU&YdhlPAS#vD7rL`oXj$WOdqaE$Stjh^7E> zoGn2tyP)oy4gK0HF8ITRP)X~eLWXa`XyyLPNs81S3=>-Z_CsXNYD!pFou>-VJS@e6 zXiRc5a4Cywjyz7aL|gI3A3ZaJ=T0ETHXlQqoOJTLXm{yCVYxI42`h#l2efJ{^v63o zM#$KmN#2*=M~3e|SWodd3}B7)Nr*RO;^O$}uhl?dvVLMl=Fs8mx>mxN47apRDuwlesL|+A&SsM^;ay7X4B9E25u(CPtx0^3agj+jx0r_8jLIn zId@KMriP6CQL#pbwlk`6nHb`1+eQRj*x-z4jX!*a1Cq(V063-iurof(-~@&h5mp+8 zTR>E{^S3L-vXcHSUE*eTV085Sw2XQ2^k(UGbc``$di9yU*zQWy7uHqf{7aX7HDWMn z+4AN0u}cwNknxiyc<(+nuB9>muEY9IrZNOj`rk7{mv95x%IT-djV9LiG*U9>0=--& zAE%X0jC00anJ$azwd*yGj(p;&P?rg@RJgQwoq!OP@d1M4@vR@7Qv@WxbcvHiO9JWE zZxXajA0@0xOvXJ$z&w#Q!Qr|Zyr&z$4vnAe!U@~kuH3dqW5YHBX>*E-qW?rhb|XgY zU)9F*gv{dfz98L`Op7RwU({CmvPoC&yq3$}ZZDu;^&0>UKuE+WpXTff}Ci$Y=kXYxQI zY4dM~j>7Zex0Nja^Q^ihO#LtZpZlYs4BRB|UiSq}oy@uvX|fCzh^5Qn(QYXvWKk;& zy$|^N<8<(>JcZ&1_m$4#O)e)9F-bl1x6H*~OLSp5^W~gms~hg|^ILs2lcz7Z1A#z- zAFq)!#o+DVEvtzWypf*xy{a|RPBxa#O-0vUl=(80rYSC0AgC`H-?R`uaZP7~D^^z1Bdy-)-G-RF%DaEovd>0 z=x`FI;&#tVudAem0EKaoG{Rt6s+K~bT_9nfMgsKq;8*P9R;T9ixr#dz)YbHdo2n=~ z7K(SE^tqio_jYpue;J2}v`?=S!V&07&Imy))?COm5BXmw%P%)kMP&`S>klI;)1ze^ zyEwv<8cXY}j0@p77iH1FD#m0x`!SXH2l2%BjE{ zpVFA#rmTl8=3i+hl-;jw%eTChk|M+5wQUhR^5;xKzl@%48rOqM)~c@~Y^A3Q4gYUP zeR-$ZB=a-!!-~CeTA={}hO8c3xH;tyuc~sB`LO)5eqlAgI8beeq)2Vb>N=c6Wmmcn zt$KKR*jFrJCwq%yd}Z;ytIwm+#yOivVX;r34_KrvlzDEQs$QfgmF}a%%jt1tlzmnY zC0?*|w-q2Z%eIw-cVVaR4-nSaV5htN)#mNnKYmr(cJs<~NA3zH$vZH7U7=3D!<}2S zxF@nf#Sf#tt+*p3HHh8&D%-=;rgY7;j)-&{ZAs##a=WXFTKhhm!DnN)Ia((8hy*pZ z>G#FxfFbRv;kfV}wRAMI{8AmO^mi&SYMwbosobs2l-RG!-s)ezOM8W9fJ#WE+-fGhmKr%~5+Cs#$&pQxhk!#M$Crn_@pot^D@^j~}ACkPoRIks{`VhXh zl14HVEGgk4bpK)b6>IK{YyXL$IS(6p|HJ5PGdS&-py(oP1c$9yqxa~Je(anK4krd! zqS6+@#Hk}5Caj}O&Xr1L+RqYJommyHBA@N}^Ur&1ghLOEh?iVo$fk&#FV_YXkfn)J8EPwwl+L_K89V?AG1(gsm6S3gwhi^6 zr{{G|2`Pp;!w*dtoiVz@Tgk}`5>i7%;e{$wvaw~jQ&jT?gUKS|NM~n)@rx;!xA%{Q zMMZspZJvK5Z{=nsEUFvZw6%MI4uc4|(MKJ*{;P*jn}_Ks{M?myXlQ)p+w$zd-l>;{6ir=SKp5^#r%iJlEkkW8<-F> z#?pQCWB1b2GxmP$K2C%hbu=%kVa~pHu%e<{ozm8aJd^J2P_ddo+ajYjz95dUW6BS` zYT~X-@w4sIM+k{TlW#2Swvn#y0%b(+f(0)er}B(*-K)$Q4qc_$gK%PKW3^58XW~=o zeXp*trPo)+GKdi+2Cbz1r!Y;PPa~e_>L