From ea8280ba0e560b4a17a0e64adb947448b0b29c2a Mon Sep 17 00:00:00 2001 From: TheOriginalGraLargeShrimpakaReaper Date: Fri, 18 Oct 2024 15:29:07 +0200 Subject: [PATCH] final branch commit --- code/corelation.py | 34 ++++++++++++++++----- data/final/gramic_sleep_hr_correlation.png | Bin 38104 -> 39782 bytes 2 files changed, 26 insertions(+), 8 deletions(-) diff --git a/code/corelation.py b/code/corelation.py index 45a587e..3e2eef0 100644 --- a/code/corelation.py +++ b/code/corelation.py @@ -102,20 +102,38 @@ combined_data.to_csv(combined_data_path, index=False) correlation = combined_data['avg_hr'].corr(combined_data['Durchschnittliche Dauer']) print(f"Die Korrelation zwischen der durchschnittlichen Herzfrequenz und der Schlafdauer ist: {correlation}") -# Schritt 5: Visualisiere den Zusammenhang zwischen Herzfrequenz und Schlafdauer (invertierte x-Achse) +# # Schritt 5: Visualisiere den Zusammenhang zwischen Herzfrequenz und Schlafdauer (invertierte x-Achse) +# plt.figure(figsize=(10, 6)) +# plt.scatter(combined_data['avg_hr'], combined_data['Durchschnittliche Dauer'], color='blue', label='Datenpunkte') +# plt.title('Zusammenhang zwischen Herzfrequenz (Durchschnitt) und Schlafdauer') +# plt.xlabel('Durchschnittliche Herzfrequenz (bpm)') +# plt.ylabel('Schlafdauer (Stunden)') +# plt.grid(True) +# m, b = np.polyfit(combined_data['avg_hr'], combined_data['Durchschnittliche Dauer'], 1) +# plt.plot(combined_data['avg_hr'], m * combined_data['avg_hr'] + b, color='red', label=f'Trendlinie (Kor = {correlation:.2f})') +# plt.gca().invert_xaxis() # X-Achse invertieren +# plt.legend() +# plt.savefig(graphic_corr_path) +# plt.show() + +# Schritt 5: Visualisiere den Zusammenhang zwischen Herzfrequenz und Schlafdauer (invertierte y-Achse) plt.figure(figsize=(10, 6)) -plt.scatter(combined_data['avg_hr'], combined_data['Durchschnittliche Dauer'], color='blue', label='Datenpunkte') -plt.title('Zusammenhang zwischen Herzfrequenz (Durchschnitt) und Schlafdauer') -plt.xlabel('Durchschnittliche Herzfrequenz (bpm)') -plt.ylabel('Schlafdauer (Stunden)') +plt.scatter(combined_data['Durchschnittliche Dauer'], combined_data['avg_hr'], color='blue', label='Datenpunkte') +plt.title('Zusammenhang zwischen Schlafdauer und Herzfrequenz (Durchschnitt)') +plt.xlabel('Schlafdauer (Stunden)') +plt.ylabel('Durchschnittliche Herzfrequenz (bpm)') plt.grid(True) -m, b = np.polyfit(combined_data['avg_hr'], combined_data['Durchschnittliche Dauer'], 1) -plt.plot(combined_data['avg_hr'], m * combined_data['avg_hr'] + b, color='red', label=f'Trendlinie (Kor = {correlation:.2f})') -plt.gca().invert_xaxis() # X-Achse invertieren + +# Berechne und zeichne die Trendlinie (umgekehrt) +m, b = np.polyfit(combined_data['Durchschnittliche Dauer'], combined_data['avg_hr'], 1) +plt.plot(combined_data['Durchschnittliche Dauer'], m * combined_data['Durchschnittliche Dauer'] + b, color='red', label=f'Trendlinie (Kor = {correlation:.2f})') + +plt.gca().invert_yaxis() # Y-Achse invertieren, da die Herzfrequenz auf der Y-Achse ist plt.legend() plt.savefig(graphic_corr_path) plt.show() + # Schritt 6: Erstelle eine Grafik pro Kalenderwoche (HR und Schlafdaten) fig, ax1 = plt.subplots(figsize=(30, 8)) # Breitere Darstellung diff --git a/data/final/gramic_sleep_hr_correlation.png b/data/final/gramic_sleep_hr_correlation.png index 5a5d6f9520d0be657a6eb0adc0de0ceffa7f28d2..4157e7fc7332c0e95bf115878818141034657b46 100644 GIT binary patch literal 39782 zcmeFZWmuM5*EM{ZYzqs65CafU0Tod}LPbGD=}u8nO1i@WMMXpeMYuqvQ>9x)Lv8P8-EhTut~J-3V~#QAd0$3Ke8XCXwG;|vgT#e% zaumvnE(&G2%0H{|lVRp!HvEU*`n-y@yt%%$osOj*<+6_T4HI)~6QiqpZ1pUyjLgk= zx%s(|9@=AQZGFQ^fQQHQ-!I@cw>03{E488yAF}4g1yw5wWup%HXIYd;q!EP@SSfMt zjDmeoUz43Zonk}baEt!UO&8r|R@_&3vQLq2-77mzhE1EFC0xCIPepsPjNjFDQyi({ zn-mTmv0W9tWz$+=t<#AQ$@hqme3Ed7PzzH-;nU)1-Up&@_yu=+yTGV+(V%eGjP|58l;>m`i; z_a*hnT|(BQKYb;gLhl|#QXMaD zU^wPe*{#r96CY0-dEteSQ)=Kbqu0g7mtsZv4^BGFbVr78CtutCdD^M%>ysGe#Ab*7 zKV`2(4`}CR=i+t-R^g4< z22I;KJ;z@+Y5W2MuiMzWKH7QYta_SR^;T)YSLYvWkJikxRq|B08pL(v{fJ~8m{ZO2<|i~J@9pq^$}W99{Ep#3@%kF5hD9cVWE+&Dw7~d2_Fa z{}jevetF!nCpuEFJytoG-HUneIED}6vQCQSB?7$+CkkJysA>Cx&GW98~7S<#Ol zKVGkidx7_KCM7zK_e5*wxvFK^#&c)&9mO^(;Ru&~y1UM$CsVt~$7j>|bLR|a#<~MV z+;Z{FwN8G)SsSLZG7>vqp0s!!qZEH2|FGcWtl5FA_8TXU*$rq&*DcJ?;_rf`?HUbF zSY4*u18{Vn9#D#lDl3!GbnFgyob69@`Mrp^tqzym@$8_olub`nd0$Ktc~4i-?f>8*Lj+GN+_qBWSt z8n2n96rkl8{oS7{)?))>PkVs&gi~B&YI_iOe6(^RRm_{IThVr`OSa(iXO5#s<;db; zPxOBTwpX9>x3RZ3F^OY1ZW8tD*Dof|wKRbn_d1yjj23zCI#n{GDkUvlD>T{orl&eK z_G*C_!{ICL3p2euc}Lm;9x~5z-``3#9jN^=Pw&thpH`LaV6}>d#z}a$goFgiBiPjL>Aq}y zgYYm}+{}(ZV})F22eRjrjaHBSxix!6)4pmq_!Q^uu5&s!I?6j>c96emxx}SQRsLM+ zRXI+R?&I%c)KX%a9XfYCLn@RO9KI9j{PET**V2}S1+%Qhh=rm2jXgi#y&)Ivx!YC6 z*Se>Q^D6beUT+&Sb3#{_VSi&rCA+_}mP5g)YUWslLFTT1cg<6|DXunjus%f+CnJCr$Mi?@p^cN?`ADWRHZnH-;h6 zE*VX`CL5BCJ!p5uq%}KA9yxM^;e=TbLL`Eex!W`wYnpSM6yIGvpXj3DHa~v7J~>*y zBq$oSN~1DTT3JQqxt8m+o=tzfVv_!k3U%|GaHOm53P~QtLhoH{FLH!etX^M+oMMBm zj6uSx&$Nl9It}p84;Sth-l|99a(H-{M6m+C*6FdKUS%h>zqM#=%D8_`6-ju;_Bo*yNKWz`*EVhu&eA9Qhr&2X4WzD zWw3zCxZILm&1eqjw}S(kTc+_;%L-N7g{RwjB;N=ga2LV2E?WZ;9$@fvlK zy5GKiE4Z7NJ!AUN<6Wne%yXwBNQ@m!%$7T-oKS_r6CC*`EIfQVr$lfzV3{xfShjSC z@De`J`%brN)hdTvR*4H2%Jc#>I}{f)dlM>gT%y=RoaH=p+ImKF4a@iCjC?;hGtpp9 zHc`U2Hp&MXwch(wr*wl zmL2z+9MU9%$6p@rPDIcem%l!b!=p#lN{Snq<;4fsgw%4du#h}cswz(BJo@8=Z&<2n zLq|8i#*L4wNC8laR}1&^qr2B}b+dE*$E`Xp zVNHxG!XyN2`=0BUQsWuTvt=1in2pVFsOQtkHUxi=67gdJQFmdQ?K}#ZkS7yH45Ke?M;CY=Y}?TW|<@j_dDFDK$>asfkic z=~2~=#4gdJwhtYM#d+HMO(jYHQDonTn=8bCcr1XY9KR3b&YI=7-q9Me3zsg9@oPyP<>h^ZQ%Aq;fWl$d>GmC^N7(3rg zhdXsH9A$RuJCZ11TAzG`JELt&;!%k&ew^}xlk+Kw+!|VTNbbLo;o!R2t=wqFo`m^an zpVmFX;ya`~OHMwvbnTCsg`BCt>y4WZuXYQu%Rk(pjV$ZZlT})-+RNaf^N^nR%Rd`8 zo}gtG>{1lQA$fy5PPN^_$Y_j^bQ%l{T&DQ;hyB{x4FnZ|hL^w}6Elf<> zHMj^ncZUaL_v8Xbc(DGdGYA>y*P0l$u8vWBl<&FGDHRyD5Whf8;ai^{Nb31<)B36l z($bTDr7w63eRNHlGOOi}U;X^g8?&ZN>MT}4+B+m41-i0R!@v4Oi}N+yg3DwRQ!k}p zn`q2KLCAlkYdg5 zuH8nGN9p_n?#v5FXiAk4mvi>Nvszq0Hke^D@B8_V+7c`kiDbo|fB2Yw@lI(6G&D9q zgbqRrIP%JPLv@(MR?-DqS!tW6Uavlo_{Vy%xhXdC6(VFUfG1;Ry2YRD0rB(ayKxvU zN=OXP3gDbwqS?r-fCD~;uL2gjruEnycp8@{IEkiWVAR?Fkm~D$3F)7VIm6z*J=|pf z=aKMm@DFqi38libm)31RBm+z!SZIQV77Zwigj$+eFaiu!Nw~iyPa8c=fbK-79l&3q zPH2XaI5JfwdYAEEw>QqLUssyjvUb}6d(BeSh)eXO6TUm4WdM|MnRI&q%9Q|3NDn+l zKi}%a$iDGlMl_eod?PjY{{8!2_wNs9OfhA4J;rq}?U=M(mLSQaV8s z%Xar#W+Yp8%V}Eu;LH4VYn@;_@R%ZM>T>2@6I1>Z&2Eb>=g*%fJb>1qGSGIrWrm<> znQ2+*8S1OJ>3)+Cy-B%C1DjdR2AY32l2VsqQg<|@0Xy8MXpWVy2a!PP9KP8>>m_12 z3I#?D8L9NWR$Yjw?Sk;2L1nZ&dt#=CPS@>?!ZPUj&??o=*2F6FU<-;X2S69ByX)y` zJoM`$wJ-op1YnwRf_K048MiMxxHY17XgkX$8I&poaBD9AVu`f`pzR6Tf5%#+0|DjW z8pjIsY>cK)OK-RH(9Iad*a-Br4Uw)BqdyRhiD;kf2eK9i(zSOSENL;r@{BO#_z0!W zb-3e))2QEY21)%%D-^U?bnB!?uAc^MSf-6|2FTr@bw7`Rp$X|xsmdcUFRJ`bmD+AM+G|@ znVm>4^xNy8a}V0nuaSp**d+Z8>ywQff$feNmhDM2m6esH-eKLl_YC@7`7GOhy6xK| z0N|u=1={>`%@*M|(7VryH?B;ZF-9)jE7hd#cZRmlpp9*7Yb!y>gj+Ce$<>q$;I77v zkAW3B0AO~l(ECT_=t10qbYsT-cC@;IN3MBvl!hdRg|Q~~a+LZXTO2JF5pWm@!nNTUZs) zHuSXQUdR4ImnrieU3$G{L%$n10p)Pe$9sBt8Uo|`nx zL)~>20>Q42gXJA+SXpG68U=-UdF8p(lFO1xg?rP?CV1AAoQR0Cu>%`}R2z-{!VwUd za0N&8zIP!U%dAR;0(xt|wY)18zk2nxS@y8lcvrb7`jg4J=2xOLIWs-6GuVV@K0cvQ zQ5>Lg&~Tmsz=+YzN=3QPah#p!S3mWAU2IEl&`Bm*KC?y@66u5v!TQUX=ZyQ;-h15m zmD4{d0}KEk*c$Z7U0w$hWWp~#YXc#G933)YBRo>?KmW}&;ahRB0&1W2;{4=ndNGLM1 zgMbI!lu*%3GhLOz973M~xB_Jz8h@A+9lFW7aMs-`J5r>pXQj&I7x+=qEpGODhgRNI34_pq_32?iPBT)0XVbB-?|X zh@{!=EaS_+w=vscR3XdO^cjz~R)B`(H`T{GqIP9CvEb%91s_wscB?4m)cRJ1o>`$7 zEqDIgw{KK?*3s#9y@<~2dk-E|-rLNQt;BQErpK?evoQor#6ecp&z0&gs|WKI2W&)m zOf!(gg$qSoW|BK?ER27?eI+L^KRTcCtv7@FL{Ck8EV@Q%o^bVvTF$)m1}Q_sE{7c9 zjOpyoyH2Z}0*Y*E(#eZL+!jL2Rn8W5z}$aAmM9&8>7yj?<$3Pk}t zrQ?=*mjjPI(OqaNDhk+ww!9pCM?9&PPk(lbzcj@K95-u>die06v${vz;nJ2)78&)g zKTPI)9gH^0RNUAACQ^8ANOT^@yWD-*3g?7J#R&+1OMzhFS{wb{TS9;l(1bZWBmEw_ ziLpc1{w#Q$>OD~(iOy-Tb$pf1SD(EXFJ7#OP0Z~{>PKc0u=suM<}TDk!kL01UJRP7 zL!F7&&eM8%+;qfmm$0)6VqGbLS;VaIBUP`xC64b4Dt%(m)%8!klV=ft5(Aa-!A@l4~+xsPr^?D^j3CGUW#9 zEzumgl<+2Ik9bL60x?jIKFYnCuxakV2BzFLpS5 zY$=<i)Pk5*7*5l3SHgA0y(hHEjPoeePW z*LKV9#f8B|!S(^&6UHxXGBo(L#C{Rp#(L=28M3Xzb^f)ZkG6FVj|~1DqHF0nbI?`cgkeOxWjHrAOhl1n!zWy|n{%c+UXCLL z7&WF_sHI$gMwEmM4Q}*x=8mZIWFx@mC!F?fN-~gs#wjm0KRa1#n${FiRi!|3EJ0z? z=2y*{+!p5@(Hd935#QJZ2u#(h;ZFax9N~5Hiup&N$%MP>c94ayf3NqTcH9k}RvBNd z#-EJc+qQ+L|CX?SDG8!)RN8m$;k*~W3_jLDTUl)OA) zuB4_Gi2n7FV9xQo<61mw$rnh%PRN;1BTUZ$`G|*zq6i#6O=Q*aI0+^&Hx8p6(Qb>GPX6liE_`%3Ac zlds~{)5!4w77^&wi3F0UMmx-B+owWQ6XTk=a?+ql&H9Gb#H;suFq)O2)MG0qauU^t8oTn`xF$>ij%;J7t zA$sLKbU4`9&SUFpaMltLJwmg6Nj*(jX_0259X|*o-U~*q0w-x3KpG-~U0Pd?K+API zxT`?PjrXUu95`^`BD+*j8F+G=!d-TTz=|2o0pv7o-m-;6eK)vRMf3^eBd~BP0Lt$S z!fH`6!MyUIUM5Ny6NU{mzSRbSixFpE9AxG=(n5AGG#f`Vf$Ko!q(@H7z=d3`O3-XbUtE|K zDhkun-V%Yh6CSROSFcUSd2#vv%+!Hla?9C)cF#sjHHNP(!w`f_i$QK0Vkg#4G8=x-0e0NooCyx2GGGQhR=S4y<-IWA5-h# zj7;q_Gf?GhkULA*AVjgALafq{D4AEc%CTF2KxmFSF!OUI>ElAtwlD%B+?PdT_y$4t zMUp3{ZSrS^X%XZqdyuLRLHE(4@!-Xp=%GcFHuVIffnu0 zlo_N&=94X;{3Ly$J_T`ct@!y7F`&AKgvCLX89ubP%lt)3qqDy>RnX`m=w9$lF|rUG z-XMW|K{*&rE>@E&-5YswX{`kW>d6bp=2c;zcjBbfb`F}9wwi=Yo-T@OPgeMehaD}Q!blDeLGv;ax@iBU=f9Fn zf*T+^JsN1rVuZva1|Izpnom&>%VXsB$?y)9S~|TQU}3n&%D&6}}e^KmpzfFqb9^iWJnEeNH0EJTEIfpwQ&3 z5fRkUJJ%>OWlD)!@u1-iLA~@eW+YX&1_dC;MPpwH z@mcE|!ohI$>eXcZ9}J{0j)lHC_nX0*@|B%knmU&0hL(|J>RkfXd-!SG&!T~0TPi=$ zK1Xb-SJGvp_3j22S~=ETDN!POwfr_MWjYKelzdm_;nuYM2ID@N3_5{QC47L@;4|!Pp$+xR$&Q+7x|6|mmef=y@VPsDkvZvAx#Z?l;hGlID5zp_aTj54bP4K0%l=);`@S}TXT;nH#M zPfz6MQBDXdctSb6R|Wi!VS@Ek{i)`{!J@<+iya zw{PD@-R2??9N|}uvK;qVWI;vSbvk_eA(cH6q#>?`l0@JVww}mo@QfVz#>60ey^3Rr zNMaO$9Y#V9Ej)@=7$8CvnBVIyxj8t0{rss}oi2zcBJV*s{5AdQgDK>7BCQ@Xtv?1z zO!L*NS40^^f$EQzPt+0ues>f~1Tt~@?Ni+QQroGY@4UEpEN(5c>-7VIblRpeq394` zlGzgzYYpxkxJui%D&jIDX~72?>*ObKGUdUODI)*y8C9GE&wiD;d0D6-=mrYqq_h&N z``6$p`)DnpXvrN$KM#)@WHQp4jbK^;V+C1-WxeC zE(Ki4?cgn^?H@c2SiRAIVWucckn`K2wBJI+AcSRRlK{sl3)&A7f)Ej4!FSX;4d$>* z5XcKe!U{bds}v1IDh73QqOa}^5#$Kx2kOrj*uEr$6S94fzbqP7@6sEw#}7w1!-l zStx((U@d!zkbP)g5miA#4hfzF@!h+3C43_;y?AXvbr35rFONa3fxKmd-m(k$yF}jP zw5+}Yedu<|gsl$Uqv{#4(RcHjM%hFr{9lZsn?u3inhxq>Y+Y3TRS z_4!GC)xZ-=N->~3SnP7*7J_V#)X|>4FpE$HeOpD?m=W+4it%dIR(Ytg*U^f1y4u^P z(=wg>HU1o{<*=)hP&?PJ#}Lm7TCR>6eh|AAqfSsSwlOgDSj7>M{(TX5C8*ScovKPB-g{M=z!fy2^!G^&O_`j-zYK{3R*;Hw3v78+M|gAHXF_D4kETR>h>Qq ztc-YsMMq}j!YL8Gsa+1}DsPq~}J0rN1aMrT~wRc+MtPyboT)iTW zwh-8g&g$FfvZRaJEu+yO6aO4>y8&v#>UEB^i|5YWA=VqzOe63H3?i=C#I}TLcu+`4 zv&C&O2NLUR*fpqD>)o4_uoVacFfV~VMqtY zScFVCRfuBL9cY|TPAIu`-06FykJ$FsT;8E&{|XXwRBvLQ7MvVIYG?b2R|0GzUEJhIj+8KFXqV`z4OR-#%2ke7&SuPV)4JH*&a=6%_ApKbjBI;)-*>6O$_ z{n{1?*W;*@qeVEyKK- zg<>8H&v0l@1iW|={a3Abbo`~W@usk3#DY*nR-Cxhm-SjOLbqLz0M5?|!hlHBY659hzr3yGe?G{jCd~ zHK3aF*(KQ5w$(F#^U!gChFHUAFaNRtVw3_=qJ z(ISZ;1&2>|&qD^ji%5e>$y|FE|ANTrFq9Lj`d^Via1zFj6N+&vvIMsg^`0nmP@@P= zKo(N~D@yJjMbhiRgV8=K01iUVAuR!6M8a;dMEoof+I^@mM0bl(dH4FuL;5!W;;SC= zIVIY_3pUpFRQmc@S2_6|;oXQahT6a2kq(Wzw5KxiF}9-`Wsqb{NW8_v&$$C6VMihg zPD?+8NC>nwjTu%%%N!qQQup=4AtA!e=FOWS`zhgmQ*^&=3Hb?mTNACQ1Ws8soE_VS zraJ=&P=ZC17`2Eoi3lx(A0u#!I8gY7x%clE+bBF0N^CfJ4W&W+Z_wX%MMqNMeEmbJ zGhj7gcZXwYK_3!&O51JTCRdn8<@OSYK7U*10=txo74Ji5CkFCCq@v(kqj431klwaK z6NS@Jf^6hKMkh1z-3YI#U7T-O?0#WDEr&%q5iSEGED+TctR@wf?-*hvB3T%Y*m2~V z4*paEPOvq=FY{ri2GT`AKxCEfSY}4FEI7%lQ8Ngp!$wu2op;&tH4cj5Ytp!)SO_MFUMe{Hkm@>PM6f6Js=|HQ3L>s1x(H7Fx=q|bgsX&$ zV*1f50B7K~v)*aM!rBo&q5{~8_M&e*DAR5*AvAQ4X=C~k>Dli+AXXIQ5O_`7!4qjZnM;h}-Hv(>^4Pb9kv=8Lf z`VPWNYJSUgq)h^8p{Vr+Ozvf`ZexAIzCC3(9{ycGHExo}5+Q(lV`39VV%(s@7$M(i z=`A>RB*n@{mZ4Li_+`G_Z>G92t)9@wv>3RndB9qlzxMYGHn09tKO-G@*%~*R;0ION`92eIY0wlLT0~gF9qrJ6$)t zbwj!i3d#t}XC~6@5THyD6%G|lvK+9epE<)XZPl(7Fb~~eTc+718BEu$8d|XzY_9K3s4VsB*J{ zg`FML3q#mTWtdV}U+`8EOE4mTJZ2WrNZcNs&WC=|EN#n`C*UH{^+{xQQk_ULrrjmb z1w#(`Zsc;ltDo;_^c!GwgaO!wlnU^I7YXzu_BEW}&<|Jhz*dj<#3uF-86iyKsRF1| zw7k+J0TMt4>=;srMp6^uT8)pG-{0j6TJm7LMur?z+)AIlqGM2ox^rg-i1~tOO(|wg zYA{sQMqGYbViYkkO8qeZP8U&QFdYE4z^+{-64N$R)_KzFqroOhO*c`>G0i|E z6ry-%!u+=GcXWFlaX^z>#wW?6C0o6LAq+z%j;RK^x?R}q$xNxa@Bpm}5JQ5Kr)>K; zzGas<@$_?DF|pI)9QJ#Kt@Ifc?j6ImGz0=##LIs}5kIF}03HcMX|A|xhaP&Uxi z-*7ko-vlF>D1pvey?5`93uUJI5D!QpB@J|Sf~Gq0EtBF4NTP_!SB_y0KGNf$UnNca zerakPYIiqshTbC?EJPg6kfg7mgg{>rASyB+j`=aDc@8A535g}n>~IclOg~mQNo4?#s>FA@gh5VMqZbCHoC}n= zcH>565S=)2IyNW&*#om1(5oz(DEf=0EKnecO=9nvv?n0yp-fMY-SND0#}H@oB8DOe zUz6ixSDFgAOteApV?tyzIQ)a8*d;uEAUObDiveJ4vE)YT1xHI>ZsSLCcdrOE8H-`MG@QRR5=#@Hb^suB`a4m;Ar=hX2!FlHmuhxXnLg9o?@! zTq#6D8b;W^U!j~tp>CnP1(7BWBrDlC;#i5N-ArCC^Ux>MU=-&h1||dsOiSTNhtn|I zpT>|4i9u59Ny`RZjttryBR(JC4JFU@XyI*vo|C>!;8=12V{=q5ar{)Q&#| zOluq|;6uP-qzK>>yyyZXFJAEReHuP=gY&>eOM!TA49L%3^G&Caj)KUNKvn_OuW&uA zp9>|&dn7b7FXVf?5b3SvEm}r7ePt|^=0@e^6BuQ@OiYp)mhH~_@1KICaQ?|M$`z5} z;fh}$eRb>u*x6pRTUf|hC-c2qMv@DUG@W{o{E~B{bg9#Q*X;2#D5)Ykd)p>T^I{f(V%K1a!bcyYZbS=IF+-zVv z36JA&#WKn-|Dd3}aRkZzuSZu*fvG3YJp~uBl)Jf75B*am+y?v_!r-aY_d>( zoB0Dk<`@7RAyBDg;bj0DlFWlj&L1zXmDCK}u$SK6DOG>%+KWB36!+6z zXEui79FVCW>1l%2fJN5rTTb}^!Qn@ERZrD0_v3q4?(<=NZZnTjz?8lM(l7>zM*Pfd z65z3yQk-g%K19_5`4h*ERmB`$MtS?F%g~B5<<3g0v*|-OtW-`3b%HM3g>Zn6_bDqG z@A6)JRLZ+>LO&5aG<6mvJ*)|Vd+=8J$fw~|(6)9UP@#c-@7c5zOl&LhZj`(C0!tx( zdd-TnM41puql4~~h zJAP_(P|>-l9|=-cD*uA%>{H?HHmY z{`YdiPaBGkPHo#h^6Jo?`_7a`pzXn7hlC?<1T4+5wOC`0(v zf?=PlnMU_Hjw2qclkY(w#ajNeORu*0ylK*eaG@}@N+dC~5!Xc$0o zw>p2zjF+@FKr+d|w5Cm&io{9)lI5A7Ut4q~nm4GWPG%2w@T4BTN_i{hoPEsx?O3gL zbGw9uKL58(ai_CZQi9NBGx9_25uWe)q6K4_kB)&YCioAe#Ap@i&~ej(X*jMb zJNYPd!U2+jhtC{c-(ouO{`t-%W*HT7NuvdP0Ku4cf}{f?sU}ts{RIe@@kVXPDDbeq z!uzA}1Hvl7_uOL_0wjrMZL$&g=?SZzt}Z6>@&~Uqw)2~ce>(#NXnTF5aqUG?yddgl6{XW3iSGBz_j5SrVemOAb`K^Ni^LWBX%Vf4s7*>H49q^kI2TH-m z0^x@f8KmVg7Fjt43~-h;%rL(^X{500Y&ca4Kq``y8zs zNTdP1exwT-tPuQo`WobD`$jI5CQU)M+; zm>GP57QEv$ne!D$$8_9#|%SZ z#WF$$aNRog>(`Z#%@p5^=Gi(aYDV;J-MF60;;m zMo%TLI>q^|-}kRU<&%@1$fYei+<`fX36k_fAOll6N`iY+;`b2S1HPC{*kbxS2AO^) zei9c&#+lF<@s!z9K1c;g8I>@NPWDA!o1Fjo^LN0?kIhT*cm5W$dse_45j?@vM4_`% zNNcowKpxF-rBDNyiHtcxPa@;hSUFjckH^6LgYD`eYzUG>vT-dptV3tfp^;Mnu`zM^ zgEf>s4goc<2T%W2nZreI-o)Qu$Hv&dg>pl9=WnVco+?oeEcIsDiq%~(-EqDB!-P;E zqr;>^LM10m1sNb$fX++$FFb;w91;cLlnC=gCUi;vm6!i>S!ntLZ~xV_ep|MLwdryS zYIu3Q_S{nQT5~z2WZU1mA_v(+a1zv61U3wm(3w@X8)m@j9Mk=}DX#&lE!@2o%lWw} zbc#}uRj^^nQkIs->I{Gb0>Jq@{uO~IKGfg(i|z{O*UYHu>g!*}=8~Qq#FkJy>Kw*w zwu}9%JOMXhIO{gaqabW%*BjZLWLou}mdH4iP~ClJHeLbIgAOHFcyZ1Oy!DQ$itFTe z?!FIJ3b_MY9E3d^tl|e(UqgAX>y0JlJ6jR-Onl zakLxVFQ;qBoxSB3bm*?9B(Ro$>{YzmU1Kly0{Cq0nl(#;H++x?lS}X+*97rfk?EG$ z{1sPL0D#_EQ-Rc|zJ2rFA1_$Wi>vS0f%khcZy8HU2MI!C^#ee!D3JtZSMOc+_WqQ; z(a@D|hqH^G`WBC*pY$axQX6w^Xr~;q=7o}F_URh>r4AEq8Z&8!_J4^Z1X9~-p{`{R zn6+s=Sql3>=o#!4Tk%0^%a&}<6a#~uaFOZflmxHiI)vBK>0rS=fBtOWREiFr$TgV! z>cYuP+Rs5r_4$igDHN<6F+irxVQ#z(M4a~5a?0DMLql`%u21FD0X=)oFx|PqeVrXmDG-PjAz;`s$?M zXLCO*_$s#8{RA#EA)|vKarVraGXze9NQ;ACOJyq^Mg2ZG;>G;kj~-8kd?*mi6)ZCFCb~D&J>ffUkGD*M%qH9bUi3fE)rS`$Uz)14W`S?Q+(anCA&UMzlF} zT?VG^6cd=B+dL=&8O2wo9vP($(`@+tNiS+=n zjdQx;B*2+sbmknzYi(quM((AN%MY6-uU%VbAb0#6<%0 zp-v_MiC9ojzU=M6fTExqTtb?G0*a39+pPF`)9(GlyO+CI@5fSiF&BSZ>*qVVZ3C0# zEi)6i>{U0B)WEe7cSIScoyL&$C46Tl2NThwz?b?Vams#CVkp_D;_eQ$mtE&cxID3@ zYDx|M3F3Etf%sTUi=0bt1d3TQ^56N>OYm&a@ejb6w4+AQc+qqI;F`iKb~l>~Ki>W^ z`Ggf-0=kt6XG9)g)R9P`#1{8#EbmAR@wfq=a(S_kQsx!PnNxX+17?5XFMc~tv`sJ9|DAm#U~24W7whsPJneHdnl>fn5lW=S2i?@ zQz%#1a3%mE!U2?~{1V}b!pPOzJ^LuO+pyOo!7jlTCp<;H9v< z?vhi3RTzJX#FcY^Z-l`~9TgI5V>ZOOO8xe(fZzBp}DI@nY1GBhaP*5DW%S1+0{xxfw z^Xrp%*BcFLE#M%l*}J?69<^__+PoX=G-6xhNTj%{mBLXA>H)<2*TIzWb$uqQC@e zAWTTlSG&@}jMfuYgVRrT?Bd$Mq%w5h$~k+HXL(04XPt38s=e-cG?kdOjYfsMKty-a z1;nCv*en|=A2pWiT zQ2?aQp5Bq`;NxY`@!1q{rFB7Ge0%r+g+m}n3IqvKkgi~_uEl`7iOHefS7Z(FE%bE} zyK+IV5fM?-sXt}=`IR5MH4<*AiqC0GsLQ+ydQ8|AKDXXb6xPoSl(rqG7B*0P0F3xS zA_A$AXBHgD!?1UB%)+X9RDLF)IPdD!PVg0z1-aL;l@sf>tPCm*}92anb}edgV0 z3x$$V$hY(f#M1_2XKzwGHjO;8WtHr*w@;_+t-5R{^gjCnrA$qIYA`=j;2RPo6>VkE z?ZH?a!rDpk5%Ky&K1TEw^)`fJLa>veSnzpo_XZU8MSrzrdl=?cboFYnLD3Uk4xU;f_>J|4lc`BEY>!na83R@_l_N@$K6g=840T_(f z`SAEVSv+8^b^=?XPDf9PCC4sjv<}y|obpy=0W%fr5C`yIp!|P`_**CY(n5hJe(rW# z;r{zBVhW>v#Ao)>%j>8?;pK}XZcQQiI%bc(4ouB&S3pUf{bNp%$p#8i?L!Mo&H;HE z(5{m=PWz65Pw7Doe0TCFMadFp(3o{JBqWYx%~4_b>5TvRRpg;?fZ$~yPPXmdO@_N9 zDqwQpgGTq@%?cl7?to;+lw|vN)1%G?$&bAKfB%LVJ-diyU-5{QrrpF+1W+h_kMowD z9{#v#lEUmfbmlU8F@mfyGbGfGa$oJXFuEIn*++SJxZ~(CRfEh&_YOPlD(T!E&}C@! z>$H_^W1H?MLmrH&gV84g{^K46!Ii!R+FlYj+rd?oLB<4f_>ggr*sLdVj`P4|Ez;7w zDpJ0uaXR~KaoT^pdyL=$^zaAkN(1T0Aa#%KZqbz={580fIvZO)^MluTKDv8=u*N|= z*md$$EkeE%JuJUf1|AofkRu`07{PU^Z3RwL{|yl2FMR1wVduCpq86-m+b^R!#~Et%am{Ly{XPgdfmK zaS+c&;rexf()PLidz0Kzf_m$Jebhfn<&!|-4te+PkSNYIrPpFZ=5Deiwf)dbYth*L zQA~wFUa;Q^b&t42(C2X>3Bh;y)i_IMC$Ybir>KF)vKegF#KS-)W31rwATD|wa77e8 zK0MBZ%n5ZSt@5J&&nbWmk@E5mx$AX1wC~+JxyV+7YjB@CyD@V&d3;f(HXbHM_83#9 zANdDIaVLNf&+x3Ecter85C41FRuSSjn*{MJ!evMdaG;kAQH98}J?0atY3YG zV!1Nl*hC=N9i0o}-WSjlh%bMMX&qLy^|E;6)0`RadQluo$F?Wp$MBFvi3+$02z^AJ zX9(M26!CeHP6ZBfLjJKz5IK^#rN{sRfGu}&=W>;H6XU>BOdWw8D`+|d8*{8WZ+UNl z$Z--+nKW%aWLmG=eB9jMb%DQg#;%zYQ=50U?ef|LZtlW=tGd#vL?M9{kBoW4h*1p* zl9(~2ExCz{LK!9nGKfwdpfs3USy}mvN*%}u@%7y&@%`&p8O-^#6s8wh)qDHqo0;nL zt96&{#iIs01!y*2G_Jwe6`hs_+uf%66>*|}=Z^~Bb1{i<7uLjEn$+zp?D$dP&($%g zx{xNUoN)1(pV95w7?m9Df|YABH}s)b_f^1(B#yuZ?wCq?cO1x}daW1*PS76?JyX1x zBS(w-BXSO&Y|<_+|AIYvuTk*$cd3-A&hYP~T2O#^Hq)84#ry^ z!$9C_x<9Smc3d|t^*?yEvCthWvr=eOJPDb#yz!9fI%GkYth%h=@rlWnRkj!2SX`rz zSNmpISCO4^T~F%9AFX}+AB-$!)eYZLnCw!64=8gt7?nnE^9^9<<__Z(jX_*sk3CX#ZGD;OL$FuxKezv zdT))~?bUKVgP)YW7n{5UgwrOla(Dp8)mO}kxI*wn{$zke;wxNh$rgXanp|i5eZxpo z2okcI@RpL?8RvY-Q$p}8RAP9!%fNGGTg@>VO6a{)_CqZaRgL#2YvNbgWydJ~ICskU zcT?DX7?(co+In&$YnLm=D^IjczCeZqz_uS?-@pGlRKKR_8g+712lavio>a>pJXD?(A}zx42LbPzhBt$v-!B3uUhcnktT_>Q^RI;6@ANSE^gW~cD5qJ${^9W zKFR7NlVjhz!ZA$kw5zbg^avi>_RJj`I{r8#+R&2^9-rXp{00=h#1x48dRzIt;Ozg| z`qG-6ZCm3J#uF3${R#4ggSyu#OD1)bg7%|MCG#$c<~#MZwr;)V&3d(MlkU!nFOMo1 z&7Y?|We-1~XxZ0YvSagR;hZM=Cr@UscFW0xZgh}G4#o)FvnX-XCgrUf& zyu}4|Q0HX0iHL{pSN9WM;iDKWlTWj2!==md!1{o->}%)lX>SF5)s8GQd3`s+CY z*t~>G(7=X1{0i&k7uer}i9 zsKf7HvAZZVf4b^G&MLvHnunPtr!F!?=e6d!cF*RVrSP%fXeeZDv-PFB3E2ZT?KIjR zUY#Y~yEaX$91`){wqNmz^9z0X?SfTv5`EarAN8E-tvbKyaC6>s>yXwv;Z4n)oZEeT zR}MX*VOK?NGLE{GY-<2Tc%v<^-M)3p0-YyfT8owlB`^mqjKz(y;=D#XnhOgr@QpLY zCi8y2$oeLEx|EA)vavEIMtSm~G5V-JZf7Wb>v4gE5e=Po3eud#l zr}J~>;M@INnF3oVvKmyN-An)b=S`p)g4moUK0EkS_3*8zqDmTyCuy1xCMW8iqbLv{ zlix1>m^lszDhM@Rc5Kvj>y4*9K2lVhq!_^=opJ8?{h@dJHQ>~N(0`1LjzaBMA3%5{ zs=f8jA881sf_>wEsmafLEL&#&Uf^?A$bE6od)l?{)Kpua$7kN%x^Z7=!Bo;xZ(6S~ z?y@hGfdR0ba^Q{bL8*dZeCW8xw`*u$WOdsr-#e;$X;qAjf#AK3KO*B! zRNU_z;Rwy3!tbPP=zo9Z)*<0duLK7s<3u9&`*P>ax(s1fB*yexrSzumzP_4V=y5ZIVxQ=8>+_5TSt)O0$26Xk@@^iRBIo ze>ZJC{p~}gWAOH;fkk$OP1K$oA8*w1msah9c|Y!oheRAR&KrJ`y{$g&itBjjq4=zx zslgA*P+``kpR4>zLy6#)tL_2qeJtmAqCC9^sAohEkoTIC1>9bhG-`9a-O_BnH{L&+ z_|)!9_7RR7bhg!>_e5$UI=fZfcWzfzh(W>r`Ef;>q^A!fT9PW95<08sD1{RMo#AWz zL}Ec9I?5T5mF=&zeT{=ZT@KjkM$hENoAUdXIcet)E9O)VwhPtWJ!Qqrv`R&^{free zg62ib8k$eaSi?&jf3M-j0ghv5SNQdMgaS;r@S0mJ((u)td=b-)if?<-P4ArOV>+FIVn3? zKO7%?+Uv4I#@jpDW7;;-US{^0R-l|OL<#!=H6azGD!oQQ2|ta>VWq+X9U;=A=-wn* z8gZ<+Lwv(7s2r+(2X!FeY>o070&ktxg`V+o5Oy_2P}UKc!zhuII68SoEHg-T7SWEGtiH z{#r1yZ7Zgx^Ut3T-rHQI$ujt}BJn^G_db@nau?6l5?YY`7@QL=7pElrodm`O*h*U^ zB=mstYC&Mar@U1=tp=RRZ}4|G#=&V6hc(~Ccixh}w8T}Y^pow+=OuQ|&zg=M4J|)q zXp(V{ycbR`p6$DLB{KHd5mAV;XbMiBNt*B z4p8$wD2jwh283tZ3QjA*=j;OCg8?y|c@us3p|a^&lZ@xoW50b{E8H%Vl(0r^=Ge2N zwFxhSy22Y}R(!bY8Ehqp4EVVFS07TpAjGUXYmHN$;O#TB0ZXDE(JD)Vxe#npbW`S< z!A*E^(Ifr#L258(6j5enKc=C9H9u?CA#V;Y`;qMrEvvQDLT5$S4xC|N*TVI0*ziDZ zVd(IDp?&h`F9N~I`^V#_*SxWdj_qxFr`9`k{cKU01My`@+sEoE0-)vxL~C02^@NFK zSnxo`x05y~yyY)53rPH1;qB^gymfj~HPb?OT@j~~(%kou;WIXXC>uA;SCS(TFZ@l6K#x%M9^*t#iRUU(PRTsgJ6)8Bh-*dlg2B3NY|xo33@ zWZtx(j>-0vlA!xRq}K*0sp(G`hTY)5Mc$zc3lYWc2XRXq=1k~WoE! z)@KZ58!68y!{g(SOpF>fIb`pgl8(cU&m*@HxM)*)Ek@3v`h(JG8>j*cygA(O>o!l z=mV7|-|I?n4U2O^hz`iJ9mH>RC_G%>FDa^l6qQMGPeK_Lqxux@bnjK^^qlv}s#uQv z4U2a~Uq7rFNgGfba&ckG-6Kr>r^Q&~J+GIFpwmE$lq><&0`ZLo(wqC5l}kDeCF<^1 zoMrTcDwVdB>ztv9(Q3`>^6W{6dwdIcmptB(kX{fW;rQfZp@5QT`!;BBBKi2Dt%L-F zfp>W2GCr1|NZK8@ykP(dH)OY#$azL&SY^(z3|4il+*?L{3xm&xkGYE+IqV>p%-yi2 zXoi17P0*)Y9h>tqgXh?koOBPoA!Ik%p_+@-MhKrW8pPn`YiDokug}pJB*+3PvMd1! zN^w2nvB$LDx_#fi^tiT$X{SfzoLtkeo-Hh~_)t1e6a&STtlwFp4|; z6+N0iH8=P)W!>4b?>o!OvzwjH_9sp?K2>`?+UgK|8a?z+OHeEhMYrsS6BL-t58K2k z=c1!0qCO7|7gR=1J}z$?i(4+kTKR4ww|?JOje8MS!)zy9pMYvL>WfwqT$w%7K{0x_dGC`SQAON}Xb97mr~gct%I;(w z+hj$DP7GKTg@mktTlV8>JorzL3_RJuLvfjCbIVrE;bcK_=N(|&@~mZ3E0`Q@erWHX zdcfPhfOPjK2HJOjYVcH_Iq6YtPQDTso4pL=VZ^r%wj$W4w}OsmCkeg>k)Ot=G*H-+ z2Al2T?T?@Lc=4*H;QUbdkjoe&zb^&N|5Fdd9cOYio>jmJ?3n|e3OxX z5b&*nyOvg4{0%o5%lfDWPN=1_E%ZDK4*ZFf8&7nGBWs?U{r(Q`k5|Bg)(|ko%Xcsn z(*^=25{()4nWK?^H*1OMDTXuEJCgm@hnZGB770E-d*$wt3=xJ)VsYOy-duaP*`aTP z$5)^485_dJ5Jwy8NK*XyN@n_u1ww?^g4T4rp2}ft%a=R6pkFl=C%_``7LGAr>MB00 z7O@J`%X}=t@QDcxYw_wEv8txgMcl=&qV{HvzoA880Hh!WdqN*XklN@B5vDj+d5_Lh zaEE+WuTd{_9FAD;*{IJkeO^U%txnWV_aAov)Elo~CPF~rw7tJT;kSo@AP4Sd8$Uw` z^(gJ{z|x5*lR;2tmT8s1%Oq$jX-V}2 z=6yc~c7ML%mKIa&-gCfw#(6XEtHVT)1dkDUT+k74L_o+XHvF#*Q1vLKnrajDZT}=J zTcLNEs;H4zHZ`V(iq-rD?bzDkmyW%0wKqdlge}--A6?KV9rE`KtRmrG)0A`Ef~!c8 zhW=qw*xH4EyZYh0HtLo)ccj2|9XS zA{?)5pRdfcTb}9H-;X=n4brdJI+QrK)Z!m(y5TI(DmCI&mza=n>ZDS^+*!faO!IK$ zSUu;heQZu&tJTh|;oW+#D(xH7V#Bn6>TxJ29R4k3-&T)M z@KoTjNgs-oik0ncL*9Cp`I>xp94zk~**aFAlleX^S}W_!3l5=6e=ivBxYji9yb*Fk zfl};qtyjA0ImIi<8yPIT%@m0ZAz`u+l9OdjQO5>3nd8WlH~#gheO4t>WcgrPfYYUw zrn}B=q-Fq=K-#U<913aV-04zGCKvfyp9zX+gv{PEtJJCd+(OJBPZy*yiK~ZL&gLt z38@?8SPQ#t%`v2eh)4d#p@-ki6Wo9#d3y5!oqIP0?9rf4uKxIN15s(YZ|k$;3>3lRCEFgtgf1sT;Lh9O zd>)jmQo7Y12&JLi`3=4RyZ6!?~~mnGBL9`g+j{d=P8k7V49$=9g$bdXzW>5l#m{se33343Up^G40-iaCHr9 zB=N@YHDY)U0i{>s6CSPzxCx^@Lh=D7YGh+iF;bgnDfH*@L#;5*UdVMjyxWJuem=I}S_H)iTn<&q0Tfpm zB&W_*eh7s*Gk6FPoYr>sQ3^dtsxRgCTgPx>VnYo{fIkKyMZq|;Xri`dk!v$ zsn|nE8w!MP69DN(YSc^~^#CtuavuSm6H+X%IhyR(F&m21Jb2CrW5wQ5FFYyfP1A>r z^sz5J)=F2d5L}<)yityI1JswOXTy1k*pJ|0qzcP}Z1e{d&)b7pCFLcowzrkjdTPCF`#r3 zQ6E`;_YT2n0B&TtX8{ICO>Xk%$kwm@Qdiqq+@ltex8IOmYkKpR!Chppx&LdG=wQ!U z^tW;+EoPKlBoqn4;lT~QPo&Svwcr9J`uqD!4U%C^{~&8~aaACL6FV-F`XP(A9Q{-d z(pMy5)e~~};o(Q6>))aG4sUh%blAB&mMOdEW*^Y1k4^;wY$(UZ6njuEGd`(a@Fr1c zu(7>a-0`xg(s*z@7FYBM>513eOs@Nc@)t(wcZm_IYB3abi9wQ1sS0RmE& zQ;hNIz@VTyV&8)fn@Sk*g+O!R3x@gCf)>2j0rfSE8ZF|wcE4G~I%H=OS%jRGA|hbJZ;RhzrnWPMhhfiQ1{Ep2e@%89*dLzb^6huep*B@Dw53dw5K zR~tZyWKkx# zMJOXBBG_hb!6D7?-Um^Lki$9p7c5*jJ!pWzIODo%pur!GwI2{Ta^K=mZudF;fFk3n z>#dJYl*a_*Bxm~AX{ZmD1`mc!P+>zVD964%_vl0sugz~7bXlYaAaVkHL1YllYiIHd z3(dUx#$NP;;Scu~wwK?)7Cen$wN~2w89?~KH4GU3WnXQir4$AD+)P5M^Z6WhSwNU@g25vc(LlG~FQc?x-qi8AYGN=~d z!l1|ES7fRA42O5~bUIhj&ubGW=`<02T5v0<2gJjM7@f2a;+3fbE8W&ZD)u?Gn44Yp zDtmM4#J=YW$}72s=a}w_+f8{hf)fKd<-GLhAq`=KG<^|J*IGetL=tZxl`#@`ksFMW zkV_ktF&7i=AWg*em592$-WU%q=bwt-@OH-=m(^eez2&>ik1qQ{=okvIZ4ytt>8p@A z^&>1r5Q?|D?SJfA>Nn}>&)4;AlB7PJ*+Z|{J&{d_#mJ_lpG;>q!L%(;bKsx>a zrjHTF&T2qq1Ve%M$XS$Y;XXk|8T5l%mnjCKbD-#NBx+5ygl?>)c}UPHZ!wDOSCYXH z!XxoqCBib$4Ed<;Ky<892~ZrDVS}Uy%>F^ho1_wOAid=`RncqQNwAA|;{ zfrtbhl(1@bh^}EQTSi*Cjblr^$H8yOyctr|j*-z`@~u(w*2C_^9IP11N2&iLrBi98 zQIH@J_e^3A1y6Q#l)vVnRGn5;8d+a|BaVudlUvUA@3cwXuHt#xIBYy zC=V{7_cci#)=4!UD9PaeJhZjZ*{2UnTiLfu(c(?%ImbDU zL{cYXd1U`gL+(PaB+|x5zWEP}9_{FUh%6rhk)l`&Cf!WAK&L!Aunk3Hq<~$|2p^+Y z7~wMm3HyGPfT-Z9y+txW3<`CYu7JSt=%L%6%)B_xY>;ltW#*oiq5((QMV~`i!mBgH zp{806U*H>+9lnx6n$kI;f8A zq4>a`kXz}ZMHHw}Tqy|tREET0e+zWP`l#b_6g5aILFiY(wgqi!%^ot*9=JylZ&NPqQWDyJ&weG|URm0y+0z>fTf0t0o!J$N+ zHc`xL;|UfkMni286Kfov7#|;(4_-tuI!c~zdcq{SQn2i64FMrCHj`!dGdc>do$qJ= zMRuJc=Nm3jL3#nV0cctpSD}jvdz+`w^7?y5@)J|H^kuE%++JL)JYP>ob@%2Ny2uTZLxZ&} zU=QYEt(>mereH7^1EL{a4sB5>i$cKiB1P(ZB|<9z}7|Cd$tD&rt~cWT|yK*vUm+qk!?Yb>AAEmPOw{_4ru83E|r->P2FAx|gSFvB8ui)WH7Pouz z?J13pU-c&3M`M3UO6*N4j5~aOmTxo31wx+k3sT&r(HL3|_lsD_0btknFWIZt%i`YU zxZEoVbcNzdN+W~O6|aABx*1nd&q-WQd*}P0Wir&`tRTm^NbMtSm>c=NfZ82}b1T^% z5;$4r(5>FQt2S+6g7w#b{u51uJN)IMi>=$SKj)n)Wc=q)H~UU+7Cdy98ctqrtFDlM zbN(+{Zg^A5g|YB>TnL3xbu;Wdypp!f_W+hipa*bEc*~Y^d+o4#!_;-n;>hZyDD!yP zMRHL;LH)v;sNC6>_3P$UNQQRc79CRKvi7X%9a~J1H9moRrt^yMh%z?y))s*M&g_I` zBCr_@qe7nl6d?r4z|!lX(tNsu4eT%6ot2AOtH~Zp5%@s;3>7|WYA|=S`fe?S)uoU^S@%CzS%fZ~b(Owg{SbCM$|%#`KA)4=1W7O8 zPj0N6yL&DfK98dDb%!;4b`MHVi$Tvv)cY_kK0?}*m?HB8rTmyMB9POBTD!es4piLzppw1miO#Z)G-a@EL=nW*Wz&4RKmV->43|Z#toClR^!4 zc}!bQZrD$4+CbvxLN%G-{fuMDw(WeC7m7k+Ke(;sHq+=&ZBs@!E3zHM3FkXvP(Y}* z7@~fU>M=)5#39E|z#c5seu81fCOdiYa^9kmR@2pC1Z+^ETezzQi4diXiEW&x6QWx} zGli|v&}N8I0!Wn&uBvqDg1vvb1|?s<%nUN_l*i@gQnv>M#Ah;nfKl%AOAZZ<<#HNH zcw!p#K5?Jie*c%RvT5KB`@2|kE*S7zkmpZQWYS**d)w_=Lz?bkbmS_&+Wb#1p`BDO zp+`wmQnsd zue)Z|H;6`IIttf}{qVqE*Ks0AW!kFM7+Ua~78QEUgfleAg7y2zAtxbYo^`Sa(D8&Yc2K zd6@>SL-F!nhWWdI6C|GQ$a~CXY9qu$j7N!mJ^CLbSAT+CKnC7Ec-G0tv~izum%WNz zPgH>CLrlZ@zr~%dzO#rTwoM-9qq;$M_<`!;GHL!z~08dj$0 zQni-<7%3=LW7DHpKTxV+QU-zW)YNmM$@4^_h(v**Wj~olhrVAQc~N@%yzFonel>n5 z>QeK=5B~o;7^S3v)KFE@9rlmFJ1q9lJ*w-{=qhXu$KVpre}E{*+aLQcg3x`l#D|<` z_|9H4CD{M6R!~E6T&ya5LUq@3oja(H|C5zNj51OcjBK(yyE?!5w+so%H}&8D^eQJ! z837gqyGG4lftWH7ynxed`>(QvLh4ZbCjrx740ZnbJSt2spwo-|9+jaGb}noP44Dd7 zlz~vIkxyvbKVe_BsqRjf!TM#!5gAl%cwo4uHui%H3PdD#JtK3|rkIA<{fckxa1*>b z{cyNJ@p&m6SvKt3e38cC=l`Lj6nP##uyj+_gey`ovECzAmw5Z}V&y!PzqsV>Zs?g5-X$Z%Q?)QNXNJ!%&fL4<=SGUYr~y|88 z(!GF5`3b%A^xVYIUV*!#L3C42G{zbVxn5qhG_MVo?_M^r$%2h%tzpTrTh1?3teBSz zo%%ac#E_{l|Yh%=|y{Y%HXW zn?H8hqKC5QOfjO3Ir_k@uU*~UDZ2HY-!1qq8Wh3h=tW*L&IQ9MRA9)q%q5C9XlgEX7qmi_|Xf#b#$g`OYTemOjI#9 z-;5)soRXB3^th$s>WFbjsajjizhmOqqQ#3}z*ofbvW)GgMR2bP0l~-wegDRM4@uxE z!RXl)R##W6n}@IO`>=`ZN@tZLz`j;IT% zo;nGl`%FzuA3lAWZkKz2|J~*rhD%`hWo>IKj~Mi%s;(}xUIbKUYX^s7Km;_Dwzf7g z_o*G=5f;g0r9b;I?zhF!(edGIQ7tX4_iK;q>MmZjYL%F{I94kyHgjS1Tghthkd=cJ zdWY-y>Bgp}7wzp_n75vmS&3fbPV7KI4xplo!GTixFdtp2+WFL4I0cG{iEZHJUEt#4 z;#zf;`7?SdN(T=XWAn>nPXWsjK!E5HPg+IfNjHiSV0XtRPJye|kI7HR#Bk2Vgq<>8qnr>FHlK3{Y_ zB4?Z)D}zk-Gl8kc$mpm%6y_g?heI%g{y@|YIm>myYy7|Xg*+48UETh9pe;|5mX`Ko zXQwwv_y=M{?(4Z58Ev4Yqf6(m#f%iMf&v+6 z0WLz%4kf&Zt>ekl-#)Y6xN&1-eEe#}MQ?9)ZEasbBu40XGnB`STcT^ah>7Xq&6_7q z+?EeY6ZE)%Wr48^oRC)+0jBBb@4p0=5|4z$+Th?|j@?UzcT^>a+KGsWjEsyF;`@AI zKkm@*Gb~)_CsBM)YYQ~Kb>cTJABDe&aN83mN^f<%-=#~J z>P0SGxS%e;zPA7Ikb?|n5ca(GpoalPGj$43vD>+Y_+wuRd8|1E~}_m4jBp?W@{}KJ=?NW ze$h@OxsPDgu-Ox)kUSV|b@ke{fR``jcfv*x64>IV46}9p?5P(%_4YDhBGMxumWf(h ziV>w0ppQ}n8;?B$A18+~{|;_z62Jlz*qkOMCo7~uo)&fedLSmEmWa_?$l{@*T3H61 zX{AbvCcb+BkXwbQs3`w|fdT4oY`LZ)CMkIdGZeI%Cpy~$a&x7OO-=bx@$g|+Rsb+_ z8oX|SEn9Y-e4V`M*ZM3gQ+f-s>sPn}2ab-~J_1Da7C^+#^Rw=oNlfs4L7Nx724gC$ zt*w{#^z+K@E9O%{y zy{xWQ)6vmcBqStsB`PZQ5wT$c>|>b*RZ{{&t=|q&(N$;9p5;NiziRf0?lWa6jK=G-@}`{R7ja_*ijSWk^%(j2`6ig&%kcW@ z_`%5hLaZr=$svQU0DKnV^6*G}Vq#*5bE5Oi)FXDXu!=$#b1R&v?pzKtfBXnL&9F$! z|MAK)qYH-=s6Qtc=p_95g*7xQ`{w^q;V&=x|GQrmc0=P90sM}zDRAJ`fS(Rc?{ymD z06t5Xtq*@u*Y~UKKG*VV_-AW8CO*Gg2v+o& z8V|N*%gl?&-frlESq7}|>!ZQf#GNi|Yg>=-ixq46J{PmvYG6o*j7&aJeUF9UTruR7 z4;=^fh^wsL(MZb&A>K_jggCfO|JhQD%$!Guxp|UI3)3Dg-@wE3BOMeJA9%)Z;Nzpm zGkWIvQvzG+*|yxKRF`Ylu5n9AaR>?u23_B8fDIIv9u=ik;8cJ?UkJPAv3`#X$9z|= zT**;y^YbUx!dnbdgr6|i+UX;Aw4y|;*8a*x)YR0{ zV5_n578adKuN6UIWx5rdcGRGFi$M%7-?u|%F4^HWF6gGUjX0rsi~<# zBuFb(tPs9osi(J=*gU-xCM+2W1qNwe2l&GyEPvdUwYT3xH97HwI-q3c``BAdm_q1O zZAcH)yrTdtazkWAM_1QHd_N19A1^OW*sX@d( zfgHj4$M_xg6BZVMAc1VyzWsiQUVdn&7&jOM{ z7y2NtF!VMU8(rLk3Jhzw3@6}mc<`8E? z>5R{;n7X44%-O8edH>6y6iZRM`>8Vqv#GFSqfM5$w z%;is?P6l~^OtCIIJ6ob#O+i76%l#F3=gg7LDIGdgf=Yr$2?+UtAWYyLmomy zX=-XhX0=~gd9jof06M%nYo}d)jBmy@d>k5L`KWv0Is8-amvW+#FByfR*2vQG5}w7> z_wO(8`jTAn@ni42yuB1qWtLfFuEl&Hi;f~Y&_ea=j3$a z)+wo}l_ID4Vt)`%F7)cvzXJmq#UvzXDOk0kSFT(D#*zkOHi=${9#^8(<$8abOc<`uktHL`NZ65>~=R`9xVIrA3c3GHixg#8Hi@xWL|x7L5!| zGQyU6Z6a3Q2l(km229CH#fCWovlj~GLzdMgK&&s`zh^fzG{odnKl#K$+^-Z5aS4e| z2rbm_)d_pjd-?mPCXS>tFI$#3N}^4{-0V7}moGlPxOip0@=)2Gh!CWJRg}`1%a0z? z)j&H6wxmK>{yiz#dQAm`NY~>QKg`OCSl>}U5hX^sdi81oz6f@Z+ML3|LJOPzhV)YK zaA=MlJEo(n%e`~wqxzru7}m9D%QZ%fsHi>j^xCx*(Bz5+m5x+aR;GCC#UKNu_4=!- zup<5Y`EMqM)pOF=Nk4x2lx*|vV{yMTW_{>Cv!)?9TU7zJDd+LND<#4x0qUH?l5Vv> zPf6i>Z;@Gln;seWT1GQec&W;`9uydIxSu8`PApro!sppDF$9-2D7S>H+A*^*=v4Fp z2JXM>r(nnVqPUnISv5(>-&+XJ%*^arAO9c(P8cxwGJ+Oz5i_#_9?(~`AU|RNg68Fb z0Oib<8*^>;r%v%9mC?}AN!4(t#pLjG6I48vf|l>Fxl;-eB2#p~Zpk#TvoefuyLR1^ zD<@Yu@9|@{bGcs`ke+B;HIMabM0U00I55Gp^6p_7l#)M$#4ch(JQx-d!aCGm!1}T2 z%m5NJWa-}-nkIqUp*{-)o0t}hOC&ch&ju~U$gHu6i4x%6U;Ex}G;c)}|6o~oWTYQ* z+BdP{%V%e2`)X4zm0T7YNh@@prFX=m072+V#Lu5U6E*KxcaHh)C84rh1J3@`vu4WGiAw0kCynz@DzuyjMz!)LjRz?^z6H zkGzYE_~_W!BS^vrTAv@iZ6~~Q=LWsqYo_vQsHNf$k(B#rzaC| zk!CIfAI!!sQ4k*43s_lMQ58}tefH*q>z)?_tnrK*TFw2;yie1ceqWQ!303X z+g;r~Ju2@*jlPI*yX%?kMs@P7$7cx)<$(dTl^0^mor z%*w^Z1=F*F4+CcnqNAd)7cGH#!N}NH5uEczuu$J`Zh(C^y`rMx$mC>clH#SMutix$ zJi1LV_+hoA<2DpR)_6KtAcr@a!jJ}YfnQ-p$5IXsW>Ha5qzSSc`8RJ~4CBd{kc4-9 z{v6Ozo*G&!Y|6pm9Jl5S+YbC2~|&Zdwr=uM0;Qa&gySZ=${L(0>0 z?SCN>qwZ2rsHBj1;GatJI<%0dzz|v|x#D6*Mh2caC~tjxM#|piMFEHtDlclobytJdii?{y!)C^X&it literal 38104 zcmeFZbySvV-!^(%Vd`oJC6b;j>^)OkIWm6o8|vTqB8LZOnpctM^* zS=URUti8JF5By||zKjWf@L7pnwNfzCx3bl-xK6pEV|B~e%*xn6_n^&n3rhntQ!aKs zcFyAmZ(3R1vgGIBF!}cvu$x)j;5a0`t_dHq`PM~MOA3Wrhy1(dtw^*1h2keBdEuO* zUEpAwt&>9iO3|3D+9iYAAHwdxcoAl-$I8ie(D9-2S$9r4C(VP0@3=gVI?Q&pE^%Be zS9Z@qUAj$gFSB~S9y+`CPKw*wsIyUilgrEBIG&z1kv!OUrMYoptT&=OgE=FlHL&&f zGs|JV-32GNt-+O0C<+^1(XIZ4a`41OAy^v%_lj zFN>7T{HuR)aa;e-yG734*-n1q#_(?+L;Zg~=KsgBk=45##ILmbk(le!lz&s$?BjJC zw|~=3Vqs-19`I>Px+cMG+WLLKM_o~9VK6yXGb{DZ-MjVgRJoE1HnUU;PI&bj*{|kh*gTq-s!i8iHWILH>o%O z_PYC-+K&pu9Y=Cz!l&4Ia(UYAM5hKCRW4q9P~y*_{dZe>I`3oJQ$KyD*X1u@0WrM4 zdVJ5)D}L+PCY`lnC51bVaOLICP1eeAoBzC!V$>-8X!nU41sNfw-c##iy}Y)S2XISK zi!8psb7y((yTy;Wj~5>9h`pK=u9j*XlXR`9--E&BUa6;`s5oj^>5`wqb@y{$0ygPnQ5QU%KkoBHI6F~ zG5GS}uULg>Z!PC3rScGwj=?7syU=@0YbavX`^~bSj-rE@=NPtSS|1X>_ml0+ z8D-a%rL^-7FAe%74poTcSB#GSJ^UK+q{^x~@zgW35nVg+%Dx&5bg58-}l-&}d7H;|N9 zg)yHDSy^PRWOOcjdCK9({XHLDmK-!O)w$c6nA`1p=-MnwPZ&15d-c_uE^f;%wwo)< zOU)k*o{<}&+ROQ6@J~(S)^s^OKE40}+l2mxcq1ELir|Gi+h_CR)7k@W%-z|r^`q^G zR-0{ybAMCvjYAUme`58#Rg96>_mE=@;tXGz1;_N4WJ4`p-pzGexW9nC^Yrgl)%f^%f4{C;nZ%>cxqN9tis*)8G z6N}N#bCGU*>pc2tV}Dy#TC7T90)9~+qaeYhU-qQl(AvRif%}nw&7iEub~+k*`h-mD z0mHfRZr{jC;f2fb>S@YXufFWBkBi2#T-V?7{^WPEPsc8+%t)n7A4p9c_dK$fli}UGn@`^wT2}Y+PKmF%@Kdm!=xy4C`aJ zP*EurxKmA)97{|WRMyZ4oS*EAD1Xf}5MY!b7b72~m}O&gsBT zpAVTo-mDIPq$P3FY@Pkm_rx`HA}-l%O0kRuClAbIjpQ!qC0(8Typ@Bu#QOl>;YWo( z?b!XBy%`Or`s@3v!tR#5I1%^Y!6r@Tse1eEeTzRl7%*GR_dPt~aOn=eU)|8?pY2bX zc2CTmza-=^DVt%@O~!IN9e?jcrHF0pHM0?s#nHR&+xCWIWxjP@m^RI^L7^i1{1w-Y z11*Dz9!qn%7*@l&w@=TDiqchbb8{<2h(DH3F|0pOr1RtRefF`H<%N;Vv9J4;GOY}h z;?1xMY4=YH+H2G;q;5~KV-+)< z(9Be1y5v{&Oh&kmrE(;oJ-g!5^h6idd-Om;mh_JwKOBBNm0*;-Q5js1`?KzTt`dv) zd3t)vpFe+Rdbn+1N9p3+gi^FL-Fr{`xB{Sjf?EVR}evP_o|dXyVA{@y-Y$C92)W#g;;rs?Ni^O!XR*|x|0LACEDik8FjTu;i4 zO8OiuD(Qu$Z2M&2XV0u>+HB*Dn?8{0YBf>LGk}}H3h-5E!`;U!$EyYKS-#0#S#~^e z_5E2)1e#~^0c$P$?p@r5br*SBZ{5A*#}c;dm~!uM)`+sSv^Sb4eRR>nRHJr%o~!F) zdLcDbsK(Ftw{oMWrWiNLKi4Yc?fbDULQjoSOaZ>uL--~EG1gZ^9c)Z#>?(adn0cX6n^ygUsJO(be(8`_UIr=)jR;2ztS>bG(cb#LX4 zTnQFb?Jo6iY=~E%8Y^NDpz0Ge|9Q`0vN!DBz4cTFcx6ldIT{P7Mcy5~62L3|aCSVU zLP}p>Ke+K#&$6%h2P&bFrsQbSUs)C2u&}Uv8|%Ju>5^wc#_xU6^XvZDR<%n-BP=@D z;gY*f`c!icHf4Z_Yi{oHyb&21-?~&2^=R4`C)D2n6R12trb6lzDoeOgVot+TiVEsx zoJwLtZ*>HgM3{NkS4rRHIjftqa1CM#ytLCQ$I2;1UyM`L$u-w^; zSOf&rvGMc8Bxsz*3itR%?mnSrH+cY!F9zl2CMsjew{Nl+F5Hut@i*QXI5pU$fPt(* zi;G3^EH+Gul?f46OEV3^LWm^b0XtnSS^u%kP;(Tffp<91ZcG<@7aDZ5Y2K0z!4<5mtn=fg z9QCnE$0Ty3go-jIR)kKSl1t26&TMxa5hA;b>_uDynLM@l&IAff6X?mRH$)nq34?X9u)uU z7dZ)l@i*Cj#`q-TUi|kKTSuO2-l5{FA8$U@p>;R^`DL@H?-=&-?)1d6vdjJ-vW7ED zH&IjbR0InRungd{@!D*=q=-RmYfi?!=gyt`>aXq6$FlP4nM|PWsci)>(L@gwr%zM} z&|SwM@q|Z2P(3Qt6~sJvkMCrbro~Ww9sN;2cik*|%>6GK8okKKNZvwzvvxsz^IT7e zKndes0>)gHrc@-FriWUnB)>l5$nD)xi`^1PKk??ZDJM#$RdrWgj-zb^mV)&4q@*Nw z#%q9I-XDNP_JxIoeZ5O9+{;3m>2j*ly>7K16P;k=gM}fzFg5YAzT=O)qHlEye zZL+soTv5?)tWn#Q?>Y6p)8ANB5&|QZjvhU_&({kJl&?RK&+_YA^|XXid!{pI8v2B8 zHin6Aj1cwM?%i^K%%RPBrcM0Tt@lYTOY=?xwC*~K3mq$G823g?2U#>7El%$Vb{x+c z`JQwQ<4r~#7lD@FJ*QPRaKPBCW#V_aWo#DEv8eB<8x;rqm%3dlm0}f(d0iIMuPtn3 zaQgcqr}De2SVVjyVhffgRiU?^K7ZcL5(4~ssQ7z^Wpsq`?C1}1W8-&S(;=?Q1{XQs zTz>U)M~~1<>ouCmr{kDotVuKMlU(a(PT8(K}XoK~)rJ%D#*-||TIgg0rN zD5d}v%NC2@6Xjap>)fq%$+YVGStn5c(Le#v_1E6om#3};nidrm4Pe$#NWV?+1_|2B z6GDkL9E$Ji18tF>G5h{L>}OXOU0R%C%+GNr;pN$DDF(G)4d&jV9~<^og|UxmmU->v znyi*!Kz)(~<*^z}#xfy{gs~5xPzCFT-l6vp9iPR8yv6ZHjOx@5fF2Wc{Daa0q##QN z@kdEMJDQ;}^LoL&)Q`2xit1LeFOzjScOy-+QINmDNVbAe!#nf2jG@$)zal-uc(6NG(f!?ZU zsn#gv&L9@P#?LGXZvgP{Uhwen7^n~!u`=qgADbGO!cH9M_SbIUsuYaCHRsw-}OOml#|ZllW~0 z-va9!ef8Sw>EqLgF8qV`$DyWXcQBxB9C@YDY*T>t{N7Bg`0s} zaY_8jm*1}DyU{keU%iX(3^{M5Cty=Y%`r5t%qsy>9A zs3z<85f%p^ZZ(wBNZRMVGsZ6uA2~udWdoGzy0Xxr2G*-^o~@W^%*)%`X0B5f9ES6mxB!3WdeDB z(Du)xZX4k`n?GECR9e;Zj9G?1I5}%!8Dzfh&6WNB4#5?n3qUqTSWy9j_8&}h=k%jZ z#>U3Hr|v1p%h#bB;)*W;j45I>qn*7OYDwF}8~0vd=$p%lcmYwl2}99cY>HLhbOHy` zoafYfx;>92e47a9#`p@frMkwPLSuGf7$ECi61ys8JYK!ZNaabZ53bCWO-M*{qNlRb z)}C?U)B-L_G0jxdzcCcM({x0HM>|)mCDnxNrqgz#e}`1QcbT6wkhI7+UZe@Acx&&S zJTPtSO&O+38jD>D=Xwqm2hN0NCE33oTM_l+IMd@6-73V>lVa$}Jn|HMBn}J!wY`pT zm9!2Qb(Btp5MgH`Sj3>-H)q)<5^9Uh=fE_aZ8yFmgjX$G@f}*U3nL^Ts4LPnA<7lp zI>mLxCEBR9Eu)Nu$1KF?cDVO?y3wca-W@0M0a-9F*fj&psAXLku3E_SA8pF*8*WKU zYXo$~YF3gF9J^OKjgB$^QdAGr;^*rdj%ulTe0Pdj2LVK} zS~-~(78ZdHe&ZHNHorC}YY&v_xCVtdPpd{hrQTDrlv_TMS^p@k>B(|c%W<&2{qTks zJCmu*N}jei!O=uU0Gx{2%ccJofP&!5bn~vj>8{~{?sCf$vIn4?3UlgwUT@Ntsbtwx zabooDi>3Wtlap4_77J-@8AQ>b7M=~IcN#sn1T;v5ApOeVco0+tC?s_#RDOYhgQq3G zV;nhFHruNL<9>8rumR?78pvVWldM~~<@)vOec%LE{l(vetQvO$0eQ|;#Gw)9GQ|I39 z1kJ4M5AF%C60Oe-R&pIa{5eAPv!!KE%ESc}H^o$ARn_>0M_+gC-yf%$WrOAweQf~^ zBC9T5HtbHRz4(V9Bg4joq4c3gjmNNj06vtk>>3g@2c|8qLuT~X6Y#JfkNWcI?#8L6 z8zC_$_}*XIYb{N*fbAoQB+=B=q^0iu?qtU!|A^4k&I;p2Uz77?cQj`AX{KLz$($%> zid*%jZ{6BGML%}WxhC!7$J3IjjbjiBs>iyD+WN(2>bjR*eI7r4t~XGgJG!)tb(uNY z%AuXRN~ZymMWV;aTyUtiI?LD(K&{%NaTm%O=ufo2mV+eWhSzL{7QcM`3Ksp{+$2eJ z_|Vv^SFiXTr{5`%xgg_ER3kBM*3GfFd$~2k(qAaMea|1;54^3bQ_KOkU~eH52{PQ* z8w(W!t8E$bN#?JjK_I_W-%GX(L1s z#u;n(7+$w;rzJ{*!iDvu5&;+o?lG~kUG|_S5^3%~*qC}Qw3z7uG^&B5h?Axae zy@aTG(p+a;fd>ekR}j+9)&jP!We#x)2Qs%iZB_5mbWy8RvAYLkcb}l$`*+H5^v;uV z5*b30>7yD(DQXirUI#hIS3%q2$eFB>Vs8<2HhVdym3?5ELuq{8wG#~&V6WXb-=qrEM$$f3G*bXr?FRBEOd)chmDg@hnDxz zpjM;bp(`b`b!9{|(@G99wwBYFSai|F%a_Y6wKJ}{^aR=Z1qAdf{vLKLQSVU;O%L5j zH~ImqhEV)ZpFZ`sW+b;eO_U1`kbP;={80`Uv?_JX{(SV|>Tx143(xl+@gESJ8ElHE z2of;r%)f02P(=iUnRZ7R3GV~umnR#*qm|yuo+GLOiYf;*0%+?69R4f>^n8Tk^cb@Y z(j|*>q?e*LMFeaxhT9?0YvRb2_McJU=I>@R>Ovfg_hCZOEp&a<>AgL zY~WZ(P?>-#2TI>T(oiV!Vc>Z0VE|<80L{@FLI@Gkq#M0nuque-`y;w+oSd@JCt`_s z;QI*-{4HdQX6Wj-8$+aqQzFn0gjNrnBb7dm~b z^XyPtR%48RLq$tsBSxM3+ShHGAo~0clW$A;#y&qRx4_0o-N$444ze7yNICWvGC`z@ zy6dnUIU?GUX4VMg8BrT8V^k5y*Iyms5n+m3AkfHg{8zEJRt3smKV(8v5r3Tm_daMp zM8BEBpT~rSwQf`dRyU^@ttw5BrcFg&>>VjA{cHE`H||vX`+*}!yNN*`kA*5?*qWYn zt*(N|A;18~P&f?M)<9%?Yu1swXUJfrA^tVdJs`*rgn7`Dc0_0e`V>*&{Ap&$^nTrM zM)bjb0ygiiy-NB1{kvddWhL6T3t{*Gz;Q(M&>A746$DLX$Q(?PL?SdvYkRXt%kCV( z)I>IdF%%UU`4;|4Ce|kht4mht(u!8prCmfqgtnmwI8q0dpY$haJ2n}Up+JfO!p@oE z-Unh*OerU1c z_qXiwB3i-s6eIuI@vDS`m{$tT(4yq?T=Hi(@jIqcakDKmrFI-D6fH_phB+o-AH)E0 z$kvY^?queFAz7N^C5!3N_=)1p?JzSuB%h!mwXZwH>ygf{yg)^*1pz>wQ$`KPBjh5) z#c$qxD;IWtLj(%oS5yHnpw8b}BU`WKjPm~8qo5`A$!Ye7hd2t?WBI5{d(F+wzY+yd ziltktggLS6siOfKC@xHceZZmQ!~UY9Gbsz?tF?omxJ~ja7`P_=5nCtwC5`klh$CNJ zmnRq?Q6#!9mBwU4T7`}PTS>Y*!(Y`hjjqW@4j}UJ`}Zf0plPQ64lwdUt>mS!9t?7)?g)f-u1X~BL?*}Q*N|qFQ{aD!8{2oK7|Dzea${8)jFv$A@q8~xH{V) z+>x(@AAkAsh4#>)L*jaRk=2l@uPramNl&>f4Doci?>9a9xuD=N(8_)=DQ-gU{AaRp zxr0r~5G)O8$;YGMc!61;sZ1R#ZyeC=`SJ)tzPB7`sz1{kb|)|F@Cc{5ad9Bk#{eIh z$JKA70rN)SE?0*+UX8o!sRaG0hIgu6({t4)jip3|=6fT=0kjV!NEg?-jb z;0BN#u-7I8gEJsh*os3)d+f_3wGTV!^zX7)&qg?nAO_eDe%G<;t@^~G6zhjIKn3-A zuXlGXdumxTUhH-5?jL)BYfpXt{Mn04I+*Nf(wL4MIZ_ZaJU7wv_(q6x!&~jVT)7W= zk`WkvaX3VeaV-^cMQxTET9r+0DNXxPoc=9JRw9k3g? z32c+df$+3fJ=M5);(O*oFsE0k0Jg}(!jp^dji@M|4^R;LAX6kthX@Cad^ziuW&%5p zY*kba;5&)rf{f$LGQo;y!&7BkmAof99^{`iZRJJ#k?e4u3DPb~of6EXURXuuznnOOBO+EEESL|B6qwu8;E$WpY;X0uQ=S`Q^ zY<4&`QN-ZNa`foe!ILCxF#8Yyk(HmndGO@H9h17zkn??w%|4?eJ&V{Z2qZWU(o`R> z&U63Xy_a;`JvTM)a=LA^K|56Q)1I3uzl$LrU%u>hM8a+EV%4L)3-71#&K;9dPlAHt zVO>Hb8KqvYC7N}Iqbi|u>&IiWYlljlH0Jw7(yPd~Qz-vK=;0O>2}Udi)Eg?<*rYb; zv(gx>*FCX3#t-s>I) z^^cC<>OpadQz-V8r0FI;BZU+K5Pz|&e?0wW_CpL1xp+uojs*Rq`j zuo9K|v;fV&MNhOEA|$AzqN4g>rGY@DU>Okkp2!jWuFKg?Kh}&YtVU8;YThXubcq`j z?`ScLtDjle2EP1rtAeW@D$?!l$+DdBd&E!2hYd|&s`vHHf*#5+O*$^y+?4; zn=7y1pdhgvK75{dS{U5})<1v#^n3ZTcQQMG+vxWL(GQv(*?)gp+h$dJWeYVm5p=?k zbU4}3<%=nU9Ty9neo00~1!a*@lK5F9vw__w(Y9gh?zbpT_bXSG4=`sdE zcH65lon4f&CxOQc3(?IbMcu!<6csj=Y;6GyNsLR#yi~lBH-QqJGx~XJbB<#g(eMeU z2j}%;OfhLue)#aA=Yt2bYH9&BH8rQfJ0)v!X4>OUsHfiStBGn(y5{l6Hrh~nA%|Xk zvH9RJL>17R1KaJos7Sqmi(}Q=0rY7-j}4rH#Q@rPp}4phE<`|4C1Jt)cyEP5KMw;a zH-KQs57AdD2g{uhd@Nxi0U|t-2)R2SvEh%Jh&=_Kf4CY84l*|e-7?KW=PC{>z-@1pLK-{`4TQee&aAc3(k!UQIN^PG7 zUyZ{EIp7wopbkm=G_fU4P;b>aIXOAv2w&?<#Oz-5WmA6l7FVM5?y8*c>FXsl<-tPg zn>TMJ01gd*GJhR)FX;;sNo#JuAxRa=7N4bpSRG#f7Lj-C+U!h>FL&;z*gdOfdrUXr zko(N|`tC=kO#|x^Lud|Y*qQHj|8aHN5KV)an=bQx%-8kwdVyaFGX-Lw&|Gl_a{Hhb zp9v!=s3iHr2jZm{4WSx>+!UD$u(4eNz_iY+R8rCG{upw`q`4QWH=%jD*RHj>NP~}C zFM>xIpm?Sa#u2UoC^HGg`q=E@jf>!CM7|RDp^q0BPA`yiSzfe3C+ zE@Uz6g`MYDEw^B&aY-^z#O{T?2z4XF zY3C%+I?(e~(gmf$iIiT{0qi5)0)NjddwC7bK{%YdP_?|WqbA$lQZ-(g)K?%y|6P^nz*De;jv=q%I|+$7 z7XFdv!-r4x_Pek! zIc3lRb0U}4-1bD+%yYBr;`=R>+#S2R+Z=+CKB)l;y`G|G{p;Ib&Ts?Ctdj%@xQanz zf@VoYMFVV;wYFS|+3c*_ZP|@)#f{4`u5!T~gmLQ3e z{!e^P3|$so7i!&Uhsm2uFoYUV(8;oGgA(D*v5gq@NRGvT!w?^X-gR-TwEvR}ta1=o zYivd%q+()$r$AC;fqmmOvy_476(FMlkwzQTzUf0XP{AgxLq{Nz6)0Xk(Ee$c#aSuu zHKVqdcWlI}X<|@b6MC|+NUFLzwbXW8H|gT3Q>hNQqo_y6uw((=33(&TlF%Fmr_tLe zt=9EQDhA+nD9$ek3xt#+1#)BM;6)e=f>)W{FVq#mdWh@m8wof=D5nF`MG(G(+U&X> z6G2QdS^tWU?jS^fg!G?V2*D(8BLOMi6JclU$Mwi2M*u<&&XIN3V;+9ZMi*8h%n)N9 z;zSPCOvDbRODwQ)VfKwBQ|!y2*Yg`<iJQ@TMQ@15un%m@efwOj%^KZ%J3YU!U+!xy5)WCdOXd!!+r;aM^H2C3mmb znx12`=XFx!;9nU6ev^#_Fl#O8qZ2}_U?Dux^lbX4;Hlr};(o!w30SNhgR*|lo<-mr zv9Wm_Mt%rw$npP1wMacep|Bjib2lo((!{lASnflI^kqiAjj~pZjNg4n_i+c7MnpWa zwb-8T`ZRRi*;AiAlqiK)&fl@>bo;1t_oH3X(9H5u;0R@w8358v_voQdseWpgJWbB0 zzh!CRemNPqjwSZaUDcq&X@CsLqLe2a0XbOQXR*jBovtu42nzfE5;>J!e+BVLXquL- z^rv+1nP!iP7Y)H301G!a6=}yRMpyU=M&G0NNnqeR2)pT;B1eyk8yFbi6UVL(*~0EpOEG*toVVg4p-R+z zRC3<>*KjwHfJ%X)QrfJoL(EY3?R2q#p}@n_Ae+ViMHOwjK%fWUw=to-+A=%tvWbj#9BYm zK%@s?X46LM?c0@sn;=M;t1dVrYQc@D4!Ysd4t|9NPvs2 zA?m)(JeCVW5XmdNNoBI5UX2rXGCh6z)H}qYy97~FUegtTchG@%%86R>h?lUPKCOsK zPog&Z6@f7rO;%J;6;12s;2gttWk?g1=q5oVum;|I4pLhWL2U^k8tDaex@d&RxSyX; zS0;ms#N$>k?wLPlkX03$s#5^Z^&_!2R02bAWA7n*D)SB~5f0OXF^Dw1#dl?58BAik zc4x`N)yE=j6Nj2+Z_2Yx6l^m@%kIa9c-3Ta~T!Q@Ur34KfayP;g1taE5O-j~-51k^lPf^Prnm zh(M7bi@yoEEfU(nunr_w3M)Vfp=#R)j`Mv9x9E|g5OL6(h$Bh#&bJG*v*{CK>*pSoLo_B-NhE_`fBC-YP9U%Vn-5O z;~NPdjVvA_OakH_kpz5CJ!97X?%!fGT`r&skzLcs`4B`%2q1|e>*|IR`~x9R%9lj- z(DSClb9yt-_oQI?r7`xwPHR9vPDI0h3&hNBt?kgq#BJ8zYVaZL{?VUth<6;mWaOY zofi=v&L{~m`CM5A&3bT0D8}L zbre%206QV1H>4XCZUDn#hY?vkus;onaySwZ3aVN{6B$Hk#4ah);zbl<|hh4Y3qUQ^f1T}xa`R= zK_!vixdd-r%8MA1ke49`SRLulZt?+)qoTVGfsU-a?ev1ZiZl2%{Dumqk*&*jS5F_@ z{-itBeA3dj8fAh6Ss@ln7c>dghn`!9fUgR1_ag@3lT3;~m@}*nzfa0F4gh2XU2JK* zzJiq)*l;uN)&kHV*-8Ynkc)+CPw=NRf|b%mB=+0L-Kf!J-s;cwB?r})y`ZV(qd^1+ z9?{|qn?6J_8Xy)5)xmskedp$d3wK0T7L%LP%s7hAa4n(PYBU?GEf@-Uh}gZrI(6{l63`*37=&Bni}s=jhh{`UK6E z8%Z6Ol|l}8*a0TG$X>w+C4KX)4Vp=af!b|r_FXi*y$=suH!n`B%6_Ix;DLtKFszn-N27kfoA8< zi0|L8l7kz*k!#ld!8`5RnZJg73iQ5}!2iGF@mGI)IsHS=0u3S4qdPj^q;lkubiJwgZ!+_eK zl7tZ9B$Hih{S#wT3!(i$T4L5Pzhn(|-DxCaC2LUe;{bqr3C`+pU5Q5*F~Vwzg(KYM zBK6|9T$*XymTVjP+XcF`S{htyT{z&)z_23Mv+J+FbZmInFymX|l;hZ5f9(85 zJ+vkFEOa{>{Va0((<2>7*%-!v%nG;d+0sb91tqHwB}@7B8I%7&wlpul7u18!SQYM4 zxjFW;ko{S2)2>Oa!#txR*{f%wXac}eNa7xCGp}qrQzxCEo$M;mDdt;CjldTw22Cv5 zRRG=jr+;hj+b*_I=zl&twYYm??>c{v8QH%Nk#koN=qh)({`jCs5xn6_ofIzd_usy} z_^{ca&d$FH7$lXF@xF%#l+~99b~zpT=R8I&I;5(8`J-(GvZz`lmyK0G%%j04oqzlz z7)C)(khEazV+nxWN$wnXkb7_JHeM*uE;Z`9Dx{4{A)yZ`g0v9`mgUe)LuSaz@C~HOCUO!yyD+flE;X zXcdR^6R{ArGZFHh$gV^wsYlZ#mMKYzV@*YqrHxzc2WdSdvO1e?JWoSk{{jV;1?3_= zT2da_Vn34;MI@H}Y_-Lmbvts7M-o_t+jZG#s3}=O zMaw>lv@PgE#4ns{zkywYGYO9rNazd)veKPKo;`mag*{g^1S%ydk5Ylr<`|Kr5uLvF zHR&!-^}h+tWc_kd7qzZD34N^xutS2**c7`C95@dAiES(o;$J=^j8dYEOAIUlhkJw1 zB)xpg)~%Kql>m3#@F4uhVX7*^WAk6R;28t3{*rF3=fVFXgx}}Dxs$;^pKRTnDGB8C zh7jRLdpMLKWq|^nAu)XvvPPtCb5cXF>5LX<$GlshQ$V#Kn-ixAexxkX?1832l)Oxv zp;$=V$pz>BI`?0+bHVBAlu-u8-lO)tVICw%LQ14>U8Lkrc*kZaWBR$99Y8~nMgFO1 z1E2`L^Q*~`T@o!0Ct<8v0a1Rex7*9>GP>cv-hfZnkSkdiXtG@G ztVWp&EP?eD0kvwDQJk#Mvp)`D>fnD)!8|uaEg?c72~d+r5>K1evxo{r!MKgTpDY?e zN{$4=iCIDvGjeEn$}yif zab;B}O#sza27uT|Z+8~8Qpw8dBUpa^4kPkGvg-#w^m}nsOiXfYO#asUCb>0~KY7Xa&c7}t{oJgk@qy1AZ@sztR;FY% z6QLgWADQJ^XG{a*Q4d&X2@grvV`WVc>e<7&t*`2kx)5&lB&klfifd}J)u}0NKfMTA z(fII|Wu##pC6xCFsfqr_h1<`lXBGO+*gO*Re3(>^O}pV=zv2C!>KE`UAhN}b`RE6F ze8WFJhdCvk~sawAPlY>(OH(tjJohY{{w|5d0>H&AZ zL%!Hf?AH6bq=+Ut3gyrA|Ha{5gvf!Iqg$v{4;XN!uwXkZ|(=tslAu>mgE zE-dU$dd#-id5aIHZQe~TjI8*HNl01tT-v<(ci{&7I{ne1Vai%9iw|{qd6pLJk})x< zjgQ2SNslk>7x7zeM_VZLIQ{(5OH_*7&LM$?>oV&kGl;7&xfBvyr zfb9V3#rkNje^!NulSM|MoZPyZ-_30|gW2o&Hr-;!tir>EU%vN~*DYiHojtpCd+Ld( zqZvp0rdu99eCI*5ofQdueJ2y+#ZrGMV19oIiIx)8e~7{ANl`Z*ocUOqZ_+oCkxJII zq-T(+>f{MIkbc1{P>t4{4r#Q6O+72ax)KoyhUydO_zC_gUZh5iT@M5+6tf$#wwG+n^ z3;U)CxrbTy7QJDvy$DhfCudD#7`Z{p7R1q)z5v@yLbN1lmkraN(4o|jh9hMh4G_3_ z_`KH+^5V{8lc5U_LAkU+;rE@=y^w2-6C}|fpRwR>{PyFK!H&ax#5>Be9Z|NjvI?Fl zE-8^$R({cCBQEaF$O=40f_To`3vVyIG#~7|vg)4x1Inrr$_h@+h>#=b$#>lduYV5j z-y7$2W1dgVlKE>17WLcaKjSd?H|PyJnbK$21BdE z8QuSTcNm>PvTA7)Mvk0%MJ!rrYPhW>VgY(Sk^Z5xmZV8TBUsE&0Wj=g$@La^O1o$#D{Wbrr30(zY+J*S9E&@De+%JT zxwAjFqJ6zTDN3GQK$*pwD<*J%@y(j=fL66bAW>S7;+zg$ARCavV!T?~@jd^K$Mz>n zpFDql-DVSci`(Hl>)Y0mqg?<7N;rs$VPwIXL+Fe|tS06RG4%C4R$skIma*5=4h+Ex zCoReHW0MQNN7M->X66Bsy~K&+I-EBl4glg<4M z#q-}QeCWnDQRO%#z)Rw25cmw989g-6n8?Gr`o(7t9yvEt1<4Humm>ijC^XE zPrid??Zqmgk5+y1P!TR;F>ngdP|p6PpK^(nRbDNCW)~A2iBF&OB{0NJ57)Pe62lQv zNBQ=36xn-B%u?5iF6FH(%cxp?JZ+oc_vCLa4NO4VOU4RO67Pioh7${rnSl%N;-v)v z<{n?a0K;Q4(r1|2u}K{#Lmh8|RgoMW5lN9LW@TjjV&KRb5{T~k%`jyuuxEOd#3TkR@^68hu`J{?q7-vc)q z{!gE#tlyn*E^j^2>#!83knT{y0Ty3IGSMW5Q2cZaWv!~BA1S_W`RA!KJ;*X9Vlcpu zBFY1)WAI*)WK$*f6db3r?SE1J4E@<FE8ljxAo?rUrLO<^p_+htKpNHp|aG( z2tu+#-0-N_1_}$?jvbNRrBVMl6DHm7kV-jQUHGRhHB?&+Sf(F2cuZ91&3~<-cm~{C z-y(0w%8I~qc(`#vb06PEO6W~;RhUKvD0y9}g}T*H1i9gPLBK1`&ZkhsF5P->!kY5w zu1TI`h0d8crRMCW>6zcGE!^YKFg&o^i1O3c6{wxxz*NO_}3A+&do<3 zT8g45cJ-idDS^{{beJ-XijF>p^A@Np%JA1Gv9Mm#v7y>DUJ$cSqnABk&$(j**|sna zYq5NYF)u;r6`Df=IVMEJzlYWMCOa9Y?4f;4b#>W}E5~=YOwZ1K_MzHD<8|RSb1x-4~yKnbTvNCX#4a~?bChK(JjPzxZHj`v`^hCx=2Mbt-Ekz&5i?c(A2J2mbO zhoOQSLU$!3i%=0sc^EQ8mMgkEjJJwi0f^1b`Dpljh^Kgcr!X!cyWyP7 zrP^Ud4RuW#?i#niHi{O`D$GQlu&fjQXxF>z;cG zzVZqt-NnVfzjXWXD&v*8Vkj{O=ElK z*1hhCHpFY0hnPRVhAQ6ah}uHRZPOvjp6d*rfmvy_!Zh}C7QR-+XFlY=p7P}M2HtfW zF{k2}{i0#a@cZ=Y$aL${_AQ?COK5b>*oxha-Wu}(=+Vb@FSlzss))V z1bPqT7Yd=`M zKXt}lEemLQ{dmAcHPq7^HY_Z^X*~xsu)4?pJ}zl%{?GLsIyd8sruWYSL)P%RAD$U8 zLlM4Qv)3~)ud`Ds?`U3nJdZ115%Eyw&_iX6zH!5b82BD!Wnm@i>*~32xgTDjA1KH2%72aS<>%+8XS2zz1s5i; zN8PMlHwkB75*f5T@j3ZI$CH1Dp*xXNjqKgPuS6Y3H9vWmdG!-0!=!v{+ru-7{5DX| zl?2M;=6d*?Z7q(kvq%CN>=SlMuT6#g0TJB**8b58f8=kwo!Oqvb2K$#1~1R&N&lnm z3bqvl3OP)v^<=MH(GXwiUg<5yZo&XV?_JY&Ugly#Ongxf6e`?V}&kiGhfux|E8KIeL-yJ(7Yw&t@>dl$2 z$vF}q;rVYdg9wU|&>6wEZT3Au=**m~{1ko3i%&30XN;fh=15&?&+Az6wd@-|nmQpq zB7lM3B7SH14O-voGYVP|;HyI~sz)`#l9U9RuYv$|#p_Qu)xm*sYI@^^A(?_^4lBN$ zElKYVkSzjuW&rVw9G~c#M#v6>Yedez?8DPah@Xn(RrY1mn$W+e9}Zb)bD7;Bp$>Z) z<2}8lCAfw4Ytfd-!zExLTDC635hYe$(GYnS1Rn3gdE_+ZR%!QT<2~Q-a+cix$O*C+ ztmz!NSk^6V&h-Cu$`j+cl~C{ z?FZ}It^nmhjeAB8p#i#+XKak^aoT|gE_q;gUDLfs=?s>7^}T}O#q$W}ZEjgtt=FCn zCF=viCOJGx!XPACL>|;but}0Lo_2zV#=L&`*IKs)_UpO=T>k&@&V$EvY$&(G(VVADF?|Sw2dBH%r;|?%vJoI$4#2D1Uy#2%gk0qg~RfQc2ol2X_|_bTP|NngMH- zBawp}Slg@i#V^$rD6Ca5p12VbB1Z;DT#_U%i0_)iyq2=YeX4Pdou?8rWj&{RdR7=b z4KReK*u&9?CPCO#CP)16(RXmDa6`~ z>@0T8Oy1|PrZo}r&WP;UKw0(HfnAo9RzfH+5Fu|FID;hJk_K6XqBG1XNe);AK#ADr~kRxT@i z`Y*yAx2WkDub7rFS;R0mbFcobPF&FsOK}LY>n~;Xw=|x){i}ew#i3>>JR&MOB-LbQ zB3kwxe#Pd=`+K=am)73-*EyX595;hw83W_&mwGfvMZ+PD8V znm%`%K!Hsc{~JvQ^xB%YH2oS!`r>{)I^Mf~@7_M&2MmBy$bLXE$FUkx09IuLD4=x+ zZ@1s`KL|Ym=fC9;aoDwEhpr7T%i)_Ud(w2pJ_+gE&*<349jTh^l%;LvK zgwYQeiT|0nXXQKmOAkJcsJuiIq5nv&IF0PY(Puaf{^QvA(r*5@yEY;s-d!2epxu$h z^S(hldNnWp?_7R|)iaXu05>Al{*vD<7d}Ge;R)ZwQ3K!As4^57;_%`WN<29u1n~gZdt8DWgwk?OKkH?Urh9IkB7d=vSh=<*U>F91a7eAx~x_sT{Iy zU^PV#;fNVw({5?&H$wDl);CJK8p!-8nR)2p!^?j{=FNVD&W{Z8D$!iOd2?!1-B)kx z;FIk9%`XBsekRiR!S{rW;`tA&uVK_*y;DyPaGLixXM$kvMQB&`I7q3478b9SqedV$ zc4OIgYD%Zr{fuP@#4PQESmRXitANu6;V8nF;1Cef%4mQ*0r7W>32gvH*#)#uGB-F1 zah|L?Btz)BNmMU)aa?K@?W6s00>u&yh`0q(_SlzbqOPz0{EK`-D9b@09z0p>`HL67 z<#VkElo3QIxc7kkjv}_^*%$kpRiWn`z^SGXIv|lQxOwDI6M2{shVT^~{hy=nl=aIX z-iTe4_MR-|K(?kP)ug7cwkE=-S-6*yfdT0yd1##PiFo;v7K#+~9$APP2v@CAUy#YQ zY8DplM$(l*r2(~=p~?dyrc&u?rc2Co?Kv$u3-p34&a+`05u$EjrLwroDVz%HPb#9X z#VKAAQ%2@QLq)^ zwj#D|-EBppPtVW{UOVE6$H(qAb9)}4q#9Xr7TEN4UwzBRB?L|CT+U>uP zPZ~?FerWFg&zXjryPI2rUiH0RD*W2)JM_DJMKbrAuCdT&H-9o@I3_2ZmYkdnjfovp zllZtitZWD0cPE|ve7$}hyMLOv^+`c`ilE+#^77|U12(poT~8$bKDIZoV;ZnLJVG<)453Iolfa#jjXe?rQd_*tC)cbu}dX=+D1a$!I8tQ5j5%?b{=_p7RevNu*U(7^?|c?>OXx00&IPv z{!I@Fv&(Fiqub`QQTF(+Ul;KpkZGF*!*7@hjNQ~gOTyeAp13BCCgiItLPX4LXwRPA zvORT*ZTcT%ZaC;~&2*IWH0}K!3*2JgAvZVM@n0gF)6nvB+iqlW?K@L9g6E4ljI?ht zZIVZMLGn9fh??l^^rR%$n&527ix+PYIW@#igqpG*oL4%WU`}_+L)`c{U6OfqS9~Qca$@ELQU@e7G98bNF|8 z)SD|&4>n;sSlkH!)+zV{AyLndoqs#*`oX|%t+??S{n~Wno(f5k#ZFvKzn|Ik9=f6C z7P>t}<2r7eiDmVzD9Wq=zjaBf#?|5W;p_y7G57hYAjho4%uBJ#-$@BTNo(6 zZsX=isU_hOQhts|c-N8q4~Yh%i7Kt_GP^DHIkTD~dpS^qV`=gkF5ux#OqinIiR#oD zD;_h`*Lo*dFlOuAN-scjfiggzB;ZR%_$`h<&HsGFLDJd130cFOeEbJbCYhe5tWQ58 zfdv(>9wp@Hl$_Yv>FR6ZXlDEDXzIfTh|k!gcrMz-b9HWWMXRC?#2Oelex7#K=SdvCJ-EU0PHH{5pl3;ulu1=vE0Ix`FRF9 z*$cQ{x6d!2neg2hZlwtJEY3y4(nQt?(@Ww+yJ6Pes2N1SuDDJ=c?nD-!t zMIAUZT91<~$TCrr$0qnjVmXro3*?cGWn2DY*@2~ZR!34g^>K5tv+5PY*mx{?k&89) z$_C~8)MaK`%=QfD3fR67_j*rvZ}gUgIl>F%u^nLQP@N-hU0ds>>$bj)iacH+ZzB#2 zk*GcBl7$~)2#R>l2YH@|6%z0Pe;$&xdXG`pUNwvD%k6b&Q>Bc)K2CPl>3znr$>+dR zWQ_y(6!>rDZxr|@kz!c$Rxb6+LdmhMW_dVCNQ5TWQ*$#Y={C`aINj?CFTc->R=<60H6P+9anftxZ4cBt1p; zIDsZe(2{facv=}9S1O)@C5ku=IPkyT&t0%mv!gBUT;@0HHqq?tuIZsDdZEZ*A(Llu zn(vJvdF|MoSwy5nlCvanl~r}GhJ?5diMo^X_D3Z)&U)yk8UIC@*z1n;a4LPzqnkZL z&P7En>}n&es%$D1Ek4^REaGIrtFL*D7o<0?`%AaC?Vu&N~=$=XwKKUDSXwG?YvPD zvclY#^IhidAMG*~8@Ky;ACMc*a@P%~Qk|@nDW?@J9@&>lZ(s1lothbfIn6$Yf0pv& z1AOwhLw_Aw2l$?fcz&1Q01g~?-9JFr$#7Xab(7oN8B@RitGX`_r*i%KU4~LNAw-3c z5Jj435D^g}L<1>8${5OQHA%{lAu2>j5=CWZ$&ktr5=o{M%9uIh`P|xjzwiFN(>dq5 z&L3x8`?~ht%X*&mtoym2`~D7}VY~B2ySagUG1sS`t&}eIMV72VL)Clt#eN@f0QTSB zsItm)#Y{|& zTJ)3&Hav-7t!o2C7bXHwuoXgNf_HjzfNr)ljvNgUx$h=(o0BRnQ43ZQ8I|mv8UJCfk*5(R(JLRveki3DHGZ0`-L2HzfO5bnnovru zA*3P*v!Tl2sP&B~gQ#=Rb@~NnR@O(~xijwEz3jS;yN5@6*+RxVj@9uE$2Qr`-Idko z%PWvuPVeh^CBUpKevJk?Pk>k*ie;eW`D1-VxcYv-Y;!z{s6f2Go|w}t8JgRacO=CC zYqcgPpY>EsJ&m@0IcGGP4qASY2zE58D>dj2vX*qJR-mJ_ zAW6AOvSjf4lTnQTWKb6&01%;1z^wRz77P)ytX#sefxCQJtQts$KdN8m&9Lzbu0Lwg zGJC)}O$qZ#3gH9dUV`cm29eL4bfLf&js_KN6qwYzWLh1{SVSizsR4B;6dUq*QO`0p zt87xR=Xi|0{|ayi0z`NLs4XdV@c3Sk79&BmlG-DLXl%{`q_W=lM+^I~Zh}Whr1X){ z@t~nRFSV-nE^<4VdE~nVCdX-WDIgB11wYWfmkM$k;SB;+T8sUPoS?1salJ;~bbI%K zq$6AIm4!bU`j#*=Wkb7QdYKymv_00dhe%%nXrOZ>qYbQ%gvk(s2z;Be87M}L;Z`|= zZuM*02P!T1Pfv9{_iS*)T>j3QZdsv5 zUCQ48a!`!Rkox#7w&86o^c${)hquDX{W8W&zl!gVzOdUy(L_9 z>}7v7DO6Lp?0xKUpV9_q7?*C^{mI+Qi~E}~-*>sY+_EYv{ko;t+v&N@n7ybV1BFYB z1hgRi05Sa#QsJ7w1Xi>x5wttsx;}r%&vj~*oQ~U+&G4A_h0o=ijU(cpX>taK*x0Nd z50?cn<*dbGOg(arPY{xYGHV@CRad6d`3NAs-}OzhK6qsPxEWH*Y6>*(9LPFhwB z$|rxQ7adx07(1P`J$AZEfhrz3z@DgQs^x+A?b!I3Uy+(StTmq6H+JBxZIt}cRe5s- z>F=U)CtfsTB*q5@BD?p^jmS;*oDN*Pxb^}AlmKeKlxDO}jfX_?SOQ(uH=*Ps#J~My zG80A7K@rc_Qch0P??h%WJr71U%3D!}GCgxoj;Vz^cEtw;T{kFyQ! zl$JV6pPoyp%YJ5+J04$la}V!q!17r-ialz>J|!i4NHm@i$^{H*MUywptJZyBW|P_N zRdHn;DvLKwGf>)YAYcG&L3RhD;NVG14MP)~m8WfQ$-Bo(rf#sC+oc$|+Ha}F1QVrj zIZ2w4WfQd)-#-AU)nLc$j0g)UKO%W)gkZbk!=z2mEp# zJGw3-nbPgBC+6w9L6bNiM^~rK8jsQ0U4^xS6skeVPaxXnpvG(z5-$7$-R#utSNSEm zmf8aYG^1_bCmhCu`&F*z(dHs3dI_s z1QK=HLnQE0->|SX07Uwu#tgviA1I9;#0t&@vK9&p-B=hZGiM=PZ%!~kp#Jy%99EP8 z?FtP&9_^gf!tr(mKWAsd*E>po*U}D`&>x(gz5eja$Bu|d>!aUN^~9`Rvo{T7$;}z- zE{T5jZcxGHY2Wz+)4_`=)a&gloY)8}5SxVKVbeau(g#7}ZuW{qj_?o&d6cO`$kqwA zF`;uGSRfl5iqgYjv|a+5u<$#()5PhuqC=sWZt-rbO7(9$@M~7^F zO@W)x<|gXsH4BQJ&wxl(?}_>{0WG_8$xcU}P;2$JTUihl3JH3>2^o)>7dE=Gj5oeK zec%%F1a){y+hW`|!p9_hPC|w6?mneniy~MmB;imBakN#aLV@^Ue{(KTww**<0CgZ% zB3?>#gQVPA0pMSY$|*pt^3wAT{!=>J6PLn@sincPE`p2DSecB>Ynn@lL+GNnXp_ zu#uQ91EWtL{J3jTn(h>NntVVRD&Htp=Vkdl`cj*!ll7-+$KSZD=I7?+%TTe@1jE)L zlmPQdArIi|I9%lc0t*5(tJy6N-Rbbgwv~`Y1;wf%E{g=)gz?eZ2W+wHE2vcH?$n}g z+g96>|GUzbaSzF0QN*tT_w!A6nr9}t<#sg)ubr6l*2&|(JD$J<4SA^7-tzc1>YQF` zdN+SIrzdNnyn;%$@i*BEZ7unlg578EKQDJaPcAC^Ii`T!lf)E&@`6i#zW*~3aw6*g z1novNSV$`adP~kdKS|pIH@q>)8dM-ZfB#YORCLPMLP{oXifgf$mReJ06SC8xe8)uO z&hgjk9^ZcKzp|(7o|kU^HBN3_TEV~=lVYtxPr;u(*%H6WoB{C&1x>+IFO~&{A+Ei0 z6`d^f-bh!9FEbqCUWm4czG9dNc{ZUYVk_27c^AZHZT(yX;eUuw~2s-HMNv zHrS!2Rh7HHDoW!nBgJU@f7=B-JN1*mHb|Y0=!TN`jF1h$hDCkexlUa}<2@=U{F(32 zz#(fCpcqi*FofvSi*tQPu$!oH0mAaFV+<8{pP3SDQ!d8J(KV?VDZz?!uYGbsP!!F9!fDCXXHTX>TufcZVT9% zRwlrE4-vMwJ!hkh75&lQ;D61b|GRCyrk}sF_pc2U#hYLHKNzo}+*x0bT= zS?9L64<2u_GYNR`lr1IPD8$KR{+ihc?S)oqZ#rklw|CpetMv^J+l>VHDT*g%#>A=*b^ehCHC7w8<0omeF=#|X)~S94zI*XXXGltCX<)Z zZT5Y`+$-}%{T+vX{~qcp)7Phd9yi%;{cT@UUlY9M{zywd zA|Kee>zZZ%@H5Y)@9s|~Fj5M~yD<_v4gwpGM1FK{a~scS?r**;Am`1+x6Zj&oE30| z$|))D3+En7CGbS5@1&y?5c8a*FLEcJ%bi#*UuYCQDR6SBHiarJQ-W~|-*Iw8*T=SK zT&kYIGVP;V+vI4+sM7Jpp^jDG@|g0sT(gV;Zbq?P7~dM{`TAiZ5{gxd(!JlW1!S;B zC5|^6MUNC3zdgeiArw@#EqqvD9}p+Wx4UV zd^PSUNgf$gSU7oqDcq`2KCslcE3({`?N}8Kc9}nzkzd?2qVV;cu`L^4n>PK=NXP7f zml{zeo7e;YKDsz@W>tB2toY&*#{k)uOaGEx@OZGg3JUyr@qWBM+Dr?{S8+V-;57+%x#9NeWKgVaz|MWP)UZz=BTGV0g8 z70vt=fFp4}u!U7viW3<$=CNyi17m%z#_TTiGm#xu(i7kMC4+GC!g00g3&Otb?JN>~2*-Y?8u{5!TD44{xi{ zPOO;MZ4gm^^QQJ=8i^kDmhs!%b&Y&ej>#?WlZ8j=Z@{fhW&iAqO%o2b!&p;vC|DM< z4jf4@8EZPdWry&nM|!72Ew;bqP0-OhKi|PvQ+?Ir=wH>R0vBy> zfdg|Us+t6VTOp1G!jNA&yb_ODZ>oK1(&oZ#$l3w%0@jKvL!+ z_VZjhU(!=IPz#rxQZBd-kP{%hDkCv*I>vI-LrVQiXpGb%E;Z!>22WGKjubBjD1A+7 z52xrv(3`(LFQ{#eb<&#mOMp`Gpaw>?ej^h_aPVeKT=jo<@)Fcf***-B^+t;cMu{uRT!QFdfPfV<#a0TE> zJ>8pH`4At9C5{y=|Q8uy(l49Aku$dx`l zTiqM895USSEwjX5Pe&vnK5Hz}$2$I8`MY+-K^C5${nNshH`3| z!t^l2^pF)1({OOm9camDA{&(Bj6@sl{(UK0^h|zhQpo0$zJ0O-o=B`DMY;=BHoW0t zkC?||A6@5amw6~Yg7;{C-e3#H_zI?wI3+~Wc!dvR@hZS%Z|R0$H=XJ$DamV4?#c%Q zpaODsTvYW3JIjKOPlWtqZn=8(#0-LN{ zr-j%Mx7O3rP+8I25>mWNS-hA1y`UTGoR#`XE}>I!x9l5)Tm<3+&cZ2#Qr^kgRUl6r0NVZ+{}BY!T-Z;ADBZ|&$^NYVz>m|1F;2XF{#O^WpAV@(o`Mz! zD62Q)h%Eyy3@riDqJS{>dUX=z6KM$G`;LLuKW>#*8s-_CG&>`I@8qMb6KWg$fz^282kj`W?$J%=Bd&{1Ynwr<_Jqct@U0cpx`6i;}qwsu`b zz8jyk<=D9Jfco6oc6Ws>qxXgsT?gL(MMQnOlh1L^Oy)*jD({sisA}#DhW3&R@FR*O zGbH|VaA&hZL)f*YiXQ~0 zr(XvN5l#_Q1uB*>0fe;~Ep=oRVbN|s)~f3w2}ZX*m7a4%Lk4FC2D@cGQ^$A%Ik(cT zXkM@pndw7(ih1#3nH_wzXQo%2nrt#?!z-3fzgn4bY_DA0Ul<-D0ckEU)qR9C1VZ+} z{s9FWEptNeg_`u;0Z+Ic5S5a|bo3q}=O_HG#ZjFYv4Q8K;i{&#NUX5D@Mrm5&&4m& z%%a3@T)&oP{G@#8nFas&hJzDwEwf0oL;&P@528)4eg@PsK(+65zlS)Pl(MwU3AhCO zbC0E~?bk|~SHcC9LJ{eH;M#V9iMT4wOVfbjLadeu;EX`s>TV;C(bdxUQ^5pzR#eV3q!P+${`!quC-;bYgSqtX-Lwr9ymSRew&A;E^ z*H=bKLLQHY2b;(NJhK$)(clnBPDF(`s_z3=LQL!~=ltJ5IHY8WqhRZ3%bVKNYu@py zk#GdtY6*W+N@7jvi>~RvORXUGDU;7Xe7>15S1D9U?CFIt6`9|?DMln_kdpY1Jl4Vl zL@N{{{r|94Q_IQs+iNIYeD0C0KVPwYo)SqoyA&zy#n12+i~*M!lS~vK>t$t?ai*%H zgRoL4gM{u+-HQr*0Dolws_HS_h>^&>_@9QAdJWsgutihrUD+mEoIl0|VJao$pZf+z zXE`#6-=UMJ+CRh=wSsZab*3>qibBthB&3iLen@dfRajlbc$z=eM9egi=i5 z0=JxU{Ng`19;J(fo=hp+IX_+elIO?H>b>aN)yhY*b#wZ+yH(-Oev*g}3-`QysXH~6 zL2Jq+eM^dX6$!8K`hRDDt4Qvs&d7g8#>VE4EthKeU+}~zRGJy??-O-$E6!_Gtyv4% z%jigJEhAho31OJpxDAq1x;}3(%4{r0%Ym?`DQ%Dmq#DNmOE^Kv!X0np{_|E)xMVSo zdBTLSfJ3NXe8@2+{~`JWUmLS~(68+{I8wo9f^7){%MI}>MbQfb=K`I#|1gEA(_tGh zDOE7Np-E|zG4_0O)0VEEKcV!7<9P5W754nw6s9a%_rFC;bPD-xhFkhQ5u%^J>b3Xn zJDX&JSV8FqFHTEo)2R4jdmlTf6;|VbrZxMxrqAx#v!@%|@wv|#ht}=7K2N*V$x^G{ zPf*$_s;W80t)^)%`m4y{>~i4u-v^dO1)P3EoPsc}ApG&Pa1sll0mQcnQWcJ%eSpgb z3C|NMCsxRJi=xB)0t|kA$OS^pmiR#uBOjEUi2+3TB*7B{(nbuKi18B9Ya#_VZ0VBQ zw{LHqIr*QIr3Vz!gsZ$N{zC$xvpr&J)pgisHSSg<8nU=3U{T{xWi)y21*8UX zghHu{topy|@4}52b!R{m;eQ8B5x|DY@1!?`h6wRgLJ^BDiNzWZN^KzMxtHi3wN5{gjfkE4Gx zY9*c?``=~Mz9D!P1V@CwHIM5-TYN3FKhbc%B?9p%OdeEfa6mSu2QoghA66dK?7~mmB_8kDeFx2$UB)eq`g^OA&|C z3eva$c=K5?xrR0|_*Ln*z10!lDbii431S?u5p1Np4biJ!d-?#+;Cz%VW!?zn`TQ+n zJ&$#UunRf>M3E`6CU*m5Xs+Le-fsc_@I`Q=XD<}?oHE4c{?fj_9S4~di>uT>2Dcys z!|Na0u8ZL2&H51id*f*13Y_|1VIaA5`dM7`{1Ly?Y5eE^urdZg??-gBugQ=IA%Q80 zhQh#edC;=~z0gBL?6=6`*6=bppq_yV5di5x9lVB`O6Uh6{Nk$Oq_$=sy1S7@846!n z&}$*rR z5tb+X2Lk$l$Ftw20G4Vo3i6Aj>Qg^&yGp0Rzj(XgcW_v8emwf^#@yP68PtHH>yYOS zBHuwcF2o+<9n6Cv)^`>9ydK;er$3i|sw1Xh1pY)Mk4Tq>Xh@^QPq5v3`QXe*u3umI z(-9K2+^Q3UdM&36abG{6XZ6COa)l>+QwZIoKX16I$c=dsJIOtWdJRLT06z3I2N7FOajnlHS_{ph|{t;u_wf1n1(a&J&XbS3C#f>)A&Uq z;kBv69}-RmxJPn79-|8jhi}!>r%%V0E}6S^`?eJ$6Vpn9(b01Sf%66ck98YZig|&Q zufY<@d0#mu=g-TmtGTqq)r1Xb4NYb{;{(_gA(yA;#5w!_r#JF;-Aps)QWv|y|7IycRNl( ztXQ7s|28xi?vjur0%wGgfHn*Pq2apsL+`4Fs23uaRnKVe`&0TEe#FUp1zh*QL!}OX z<>KSB9@<1z_}Nr?&u5TNMLUe zwaqI6o2E_B9Os6E3?bk^hJff`3_TvlIz{M%aD$fkx`@Mf=(J(@B#lG-G=u}x2xZ`X z=Iqq?Km+&~ghNGUEHFC_*k4DX_M?`*rZqT4Rs!DONTuErhBh*0B2Mn5zQ80wsJ!Gv9FeW}IYIO!Co$%P&5?vyiKw!| zVqHuBCuqxVUK%+{TxzRxs9>Kf!uYe>z0+PygQ+oc6@B}5LE#>$Z&G~W{I>P zb}X-;jWP6j7bx&$X4BB0dIdFY8~ukmFNyOj@x@(@4n`F+ zpdb<3RaNL7%RooA1Fd|~ohv7vVXbTe${~aJbCAW1*pl9W4q@>I>vD74@=8E}{Ww4& zf;rcU^Pe5AIzWa!B+iE>`OtW|k9*gKn1|2cZOYYehztrZLD^K~LU{f6x)><2;ss?F zz(w);$A(G~-%QA+*!?hFJccF+`Wp|U%i%zWZ8FdVI{>IC9;#sY*v`8m^i9Fi8!gJ3 zj+x0^qLvGo3T&xfo6~k(fXuYxBUrSOB}To#TfwN}MZ>XV($Ws~WS|VGB6BQ#{oi;m zR4jQX4KoW}E$O8Dz}L_TJ1%j1j4h>S|-{C<`1j~sP@XtTq zCkA4v_I?w1hWC|ubE^q<2}wL5@MzEKErVj29x5XF>|x$mq;1!nCv+Z6Q@}gAckbol z3d_)AFWxZk`h?S4T>VlFt|zc1`ydmr6=e3pImkjmKN_J6Xk^6tjEKjP6_aRv<1+fX zn=6tVwm?__qYWrU=!o{aAxPSMNH^CY2Ak&T~ocADx-EZ$OyM%nUyNr z{zRysgdu3%rvTfYgl=li_Xl?)Gb}AEI#=EmK}S~&r_x6Ve-H~5KuOZ?JWc!{Ku4UM z;7&Pz@gUxo^?0@q{{rEe$O-?c6B=M<->wZkypBTx09X)iW2xx@0NyUxSR%C`wM|4( zPDDf)ATv2B&L+7X=u%ToPBMOfjTx={IZUAJDUP1bTRUoprf`zWa{3;;yVc0pIN`jLv~kYmSFcp9n=)7d6uCsBDJ+vdb_4Hh-nzBu z!w2WrX>ZHRl@A@_h1`P9;ltO8ij*cMCzs^fWZJc=>gcdrTU+ZG82Dfai#~l?0X@D` zc6O_Vrj-w;nJ&PQH$y@$Ay_bjWy7K+OJ0H9kq}W|ZxElDXa>~F!=$7OadB~*7yA4A zKYa3}3~8o}^AG*+&U8nQ9`%5c!6|F&J=m)B4N?EOb;}3&7d_M)l=kmuh5M!qN)D(6uE`;G5ePJO~2+~q} zTN@Pw(nkM8{0QsT0)7;*!5C3gS6__BA?V({!0Bm^-lj}8$YpKKYH#o9xsF=>4gqCh z;T&y74vrbib$Be$L`ZH;M;sGtkbH$*2_dfvg*_}ROgCFAk(08=!6A)Z$@j|_Q#wUH zJlB4|V2N@$J3ISzMMdv8pZsV)Bq%=_>glbf_qXbCUtfw8_oTBFxSm9ob5V`wjM)A=B9f@}1pEI2 z=I}~lV&XarV5p0ln~gsSKsQ|uThKZSEbT?DttMM7E>*s7Ax4ZpKbi$zL-S;Ghm_Ky zw6ov#$v_mNu^@UFkD(P>eVJFTU%#%Vt<9q}y~zMKQnvz8$z}X5aKE^erX7uc^z7hK9yZ)R6W~UA%a)1O{R!ZAhxXi-j5wKi|{7J$pvlK2QB|4*#CJ$WAXRDtg`{ zGB7Z3Bs(KxnOnX9xaPbgy#A`IJA;`~qhA^*Ab!Gj0slgY`+Ogm}Ut}TY5xPND7=ZTTA7L4Z!kc2P2VyVwq zcA?QPaLR(%ZA+9XIoWoSdAPhMud=mA<~+ zv!)ld_UxhLgxrHS6g@@tMzD?JUAG{yxB zgrud}0J%~;a%9EEjT;96%wYkFT>ORuM=r?0R7+SZ;Dw8oYB%Kg@r+fW=_lVRKJ7aY74$(%)X#z?pP z`6EY;P@HHBtH)g&9fwbRU~+ob+%mi@=v{O4FuGnVM5a8a384!os*i9EF8fzdTR&540B^rlunJWu$rs=VMV`YavJb zuoFZdaV}<5NLuvVv5KcbA>nIhr?8L^9quY6$8dA`+qVnz4%;h4+`dgm?Ja-dHa6ZY z%jK`?sBK0{C>=;}?VX%Tu-uw^dm4HVgocOnV1m?q{%ox?jy#4*J|i!W4+O7|`R=mQ z)6@Mwrt@h|sRO^s?~HL1cm6EloPeDTOVxYF zOQ+?$W=0J!`}iP8q6ctI`IWn?Yiw$2Ra@uo)?E-2jJbcmsLkqXi_G?@B}C3?cSUoS zef!0c%kJe|7pRb5ecXgC9gw?2&n#FgDk=t1(CC1U1ooQcWA8K&y)nb=hB^WKL$2|eKIXgG^6)d118ynkEvK$;8y|OPMXKMHI%elEbG&MEtdq2utzI<6RR;Lg< zoq&MA1n4Uyr76b$qK3tno{G4OI1Td3+VUaRsIIBGfb9URKi1^+H8nL82)kqei?;ss ze6f_26ijs`5E-PQ6qJ>f_1RegPXrcQ4o=QXs3*F(y0+u0#n-L7tQz-yys3;XCMjt# zd@z0e{FJco-nny!;`Bt7?ZuU32-z8A~8fZvFa$x3I9A zeHI?}kyUy+IuuJwODqb4a&o+gXFe8q?f`&(oyNLdbJLEPJmkRzPPz!iFWJYFcvQ)* zjm&R%iUAVBp@5cw{@&ga%yewB9QYXtx@%_`Z{_F9BiXO6t-VO4Qe52KS8v+nSbe^B z-~)6BpQ1`6A|_V+=FMWn+UU@ViWb$?aRGq|6>J7CxE%}iFtf0fpwM>(_qz?O{31*g zR)fn-W*Cs#THUPdY#{^{r(di?-AYRI`V!puz5Z}jD5|Wq zDKtX}YTxmS6+SD)jg5yV-9gaopO}XC394)oXw}B|+zSsEOR>()&TfYc`76{>+P;6k z25>*oJ51k>(LLAy`5LNOh40^U!i9D>5W4F`w{Beq+lbu;2Ft*_Bfqn^Id?q3pc=cF zLwnJJtlZr4Nl%QwR|l4NY{vBiJ&Um>;h*T}=m|LO+M_Fe1JaX%7KjH1$Hr9k^f;lJ zC?VhMkeO;i3qZosj?6YI(G9C}tC{emdp&&Re7n6#9E8%+!YD1v!Mnq+I#G*@*ybp@ zV#SJ+1EXx6USra0*Dl7x4snJ?+7W3Ej%NAP7*146%LSj>F%SMB}$Qk9Nh{9mfKcd7sY