From f025d03e7479e136e0559aa1a91053b275db376c Mon Sep 17 00:00:00 2001 From: Ahmad Sharif Date: Fri, 22 Nov 2024 15:53:49 -0800 Subject: [PATCH] . --- .../decoders/benchmark_readme_chart.png | Bin 118838 -> 172005 bytes .../decoders/benchmark_readme_data.json | 496 ++++++++++++------ 2 files changed, 344 insertions(+), 152 deletions(-) diff --git a/benchmarks/decoders/benchmark_readme_chart.png b/benchmarks/decoders/benchmark_readme_chart.png index 64c99ff1534949b5ef919d49002a6b8410cbebbe..37eb6cdf3caebb712b6a2d0278a65beb2f8faed1 100644 GIT binary patch literal 172005 zcmeFZhdEqe-u-hlj{Dp4xIfMJRx2)SKN~13vs&hVeT7); zZ)K%0{Qtk|eeben`2DZ1EWiKvU9u?uZyo*(jepmHTPNW{l#gue2}IY6zK!eG--wKi z{3XiCxoTI?+KOOyuWE+nJx7o3*u8uAo2%bXzUXuNJ+Zs!&o6n^w98CkVPVN{8n-aG zPkj=p3_r+zfS+GEMrM7AR<^8Ke`lc^gBC>d^ZHtv5WE4Y=OQx5Oiv@kQA@Vc`){Gg!2fYO_{ zZ%dk+cgzg8RPG|iFBmfD=KK3o153ITlemJsjqPE z0i(Tp_v(*)&8%7+?&-M|eahFAC+zcQrER>b>-zfoxG%n_(GET$!NbGzd$!$HIqocj z=A}#TKYiMyljl&MWLC4dbLURqv5x%Gva&U^v$N(cX{`9KIZ5?B)zhO^c&8T^qS6Y| z)Lw>_)M=Z3sHoVpckk*@UbUN#9&Np>qf=ktV*gaaP2F~>)R#V1x6n1?^=sc-x2Tg< zlWsO9To_JWoF2T0wJe-k>TBP|%DPEROw9c7E^*iCvpjY8mN*L~YN(e>#HE8=C{x}~ z{amDH4cI2eKZtj;*HC|npgBZe=^sI3%-%<}qWHf*_`IA>Q$}Vwoq?G-V6vyeY(ZwY zHd0Kp(Dlf#zE1%gw(~Nkh*-BB4rG(qb>hT{udl3`Et`_>;3G!uudL-Fw{j`!_ml?> ze2%7mb*1&@V_~x&Bdytqs!3beB;6Cg$jix{EcMxRt+#6XZ66=Q&H|UOxmG(Rmw)#t zq|f1pTPgS@Oo2lBb zWit)SGAtVR*Zgy2qgn0K6SvlGn)p$+F}`!C>1BPk*#(D@uMA>NBhu2+luNH|B9pd0 zzePj;W3J2V%v-zO?w%f_jLsH4ub^u^8F3zn3aVM)3gx>t|I6gC%{Ru6A3u)UhjwZj8^?7% z`Xqw4<3FI8LD{tH@VmBLt4y4=4`pT1a-qC$u204!j}>_=D!o+a-zIRGky*s%19{0r z(tf%WGv>;gg8Xw_};PxoW!OUB!Bo z%1omQA=Xm7Nl>zLPx&S)j^XCiYSqPb-9nY+71wW<{Qdn6ZEX)?FH}NBteO?@`0)kz z{QV!q#qCv#Y=3PVARGH&urYzpBsw}err!K#L%h6PYno2}YHya~c6+NQ7Z(=fx{5p; zhrShgXe*pQZ&Gq|ja+L_MQ~YjvwG3;f>r#;RGn0~`~0tSa&mW7UfFg@QgIY7%|204 z$C)4e_BPv+iHeG<;mx(417$kdrspl%a*`AycOKOByLIbUAj@$T9(e_YZF+iogB|&= z>#M6OV@?NrsIONZ>nya&xR;qp4j-iwxvT4vdwE;7S#ZST#~<0f{yeaeFzPHm_ya27WDHS=$6!K&;9(_&m=u~>z+wm3|(59>-zEI2j|kl%*CpQ z4`Nk{I0UHveU>50+gS~K~*^;Uk^64mx^=z z-5Ih+1@~OuNk!27aTBCJTPE&}vyClFH)5Nh$3fPup;jT={SJTdZWy1s<>D=H&-=7Y z$f?z9)#kk7&*<62rSTbkE31vp&dv&tg-##Q5tEs$ zk3GY%c{7ENkFO?DY$s)+-L^Oy871S@E7`GcZy8uv0=X_cqflaEV(uT*lcY#5&W=Xc zn?J8N-@JW$sDZ-%{Y>n1={os7#VgCqI5$e6B3Hg{_WCnPW7CnhhH}-;?&jmikCX3( zhwuFL^W&|2=W$*Wk`arvw9%B*Z`?u{3(=q645>Xi=> z(Ah;!ID)Kx(%08_&%S+YM%!O&R9(J&`7@G)iHo%51$)#lB;WX&`g#WGp+!1MOS)bK zmhLlZQIn9UhLP!P4u2L5uhZy9i@7QbB?E^)$F_@YY;4SSoBY|c>*T@?tfwSuzZO9KIC=6UUVlxH>@Ab(uxPir zv8xUaw*vw;uHCdNZsEwOD_0J<&W^0VaNz<9U`cyBbEK$a)fd+<$!hZcC)kmVSjC*) zef+o{WmIG6_u^tKb|cyPAZNrOgPU1h=3PY+vm>ps!ZI!=Pp-m`Tuo0;Pbw)s^)<)h z5%1bj&#M*pSh6QSi?CfP*70vc@(Z~2Q-ytJh~8_*y4$@oqCMhZC93;>R)Oc zY+5d13}%zK86UrIhrs1T;Z(ccsw%hT1*M5gs1NJbuU8%da^T?MIj7eD?XCT1^TQ}6 z;VNMvA-6r377YIUo~#Vz3-5I5YW8HH{Q2|ebGn|C!jq$$o;`b(k(qg-I*i}`&!MkO z25k55l1iCFlA}JGzBoybQaBo2sP-o-0dpjKZe0lJh^eUiq3qH9ysV zW^Sy*v2FfW^+7?W5zWK#OY3DCvHzuP!R;yQt@Es~N#hM{U0OA+s7z57diJ z6}r!FK^7Cta~i#iCwq=^dF2;vm&*K~SbOGjQ=xBHX_G4~+yuR1$d;9sdI z7hfoxFgD)Hxo1z~`KQ8rcJHR5=v!DM@wOCsdT7??q+Nb{lZKw{xp{qzTx-01xDpVN zngpVg^YqS0+a) z#_jw2HGd{b>HPu%N)e)hmS4C-__cSS4qt3r^?a*Weaz`e9M5lWu9XhF3G{FOoQ1O< zPwVw9Ra*qOk^T2r{&-0eM7uF+|+f-CkGMq*)(Xxtev+t`ZSy`TwGFiZ)Wq2$) z;V7)hcN%@4W6|g!X+L<}{r91}+jwqLQLiQE3Ru$oOCkf7#qf)3oX3iQPTp!SFR!L^ zuV3l5)zv&bZohfUmYdI?b6olMhGETyZAz)x>fr)98TuuwXqk`FJ`u4cz~=KSYwar? zd1`9os15^-3G_a6tao#*THZG_Y}v$o^ov`4|M{olE?e|GX12djjJyj#+=EY=f6a)t zi)l?(<8v5p-X!5Vt@KR0GvNX|^u$Fdpv74Hj za$kOv(HWpK+>&0=nr(*I`l^tA5m~rC&(Z47bmN8OU#R*$1NE`4bNxOJW8avN){?jK zQZ#cdw-a>eIy1y$l5JM!la$2cIyYwRu&C8>&=PrWJre(W?D8SoPI1)u)%cd6>-_QU zQ{JlNFvSI744F4X!K_j;N68NSesu_p%H=nRFap|2?lpdTv_9^d?lK<31i=Lx7 z2l}Y;B4`+c|DMx=HLb!EI~W)W1r8ljI=m~0yd}>QVY7Rb`>3dVCU{swOH1Bt(@zZ+ zB)T7lgzP01W7D2I-3k%Bu%HG3=Rc+nSPBdf~oSK}NxDR;A z+q-7tj*vR3mCFg9jW5o}BcoLf13~fV6&0waXex7Za(?*mLB^~-!NffAJDY^7UvY7< z;yeQK!?$mj)o_ZBX1;#Cld?)0&DWl}@h*)QD}ScyR!O51N%&{{Yo^gEX*xD>^FxxS zXg4j10@-HfOR-u{8%^5uM$OUwfEQ7)^m^cpEt(g{RIRT zfSR~^^=f0$9Ui6jR#H!nSbkCZBxYK}n3M*tun zXGhyj03%dz+9#)`9uZXLH#x3X=sFW;Q0gOEJ<$F-9gP;qn>l6_KP*s6a$}*JbJNjd z_I-hr`^bMUht{lKeHIWtq~*qq8=|F$E6U6778Vu;G77#=w0>@zXh0D{kJ9V->7OHI zSR@?8n2@FU{wPC3!=LfY75Q9QB6s1eT59yEhhZZ9M{<5(?!JKE;yP0!41N9y$t3R0_@ z9qX|AviRr`fpHw~#k(DAsD*t0MS1@g9Dw=b{|)mv00aNm=Z%T3uje4~fn zzIyd)VrJ&FgF{Y3ZAZQ{IrmNCqiwkt3p-JuDbKCjU!7G{R9{Bt;k!6D&UcL|CVdIP z!hOyBh;^Il%mQhxP*)9XY|<{Vb8&I89J|WVVN$e-j*f1iEtijgceK^iIEtD@?#ITeyMzByVwLu*D@m?Pi{r)A-j<10l!33AdlVx@ z?;xspOzz#gmv}MZ-jE}L{OZrj2d{Uz`ES{$l&G}3*Acyqa-M@llN}2yYo^1X%9YLn zrYO$^l0Sp+>btJk13-{2xUV*H({Rb{5etVxule!$a>&X&N>vw(w`q6 zg}UN=-hBCz4@5`ffpiT3zx(JhdRqk0YW~IvVA!@TBuTG=Dyi71HP7+ouMR2KY3?+= z;xyV^TFNOO+7swi)W)@BI~|JGQBZ8ueNND*w6vF%^`?3$c8Z|YKp5V2@xJyqK@+UR zgcf93kp4H#-((*6Z_9#YUCB7*Js149XF)30XX&F#`ZraVqnBZFddJCGb>ivMr>g1v z054%&d-rnS#rQAfyt_e7bI9QR>XEKucA(5t$Q7Z{*Mu$gv@a|Me#5>d5539DOV-7M zuj9N4+*gWxH{U2pFB-d*|I}!Lhip2qWv#uRk)ff3VSR17N9SVxEP9X_G>qmAaqEHJ z4_%+oS9p4ifig{JQ2?N=5OIiVUak@3j zBB8&A(i37gRo2v`##NWD)!>~?T4ecz`iW?x**jSlD*ycx>>F+NU@_-Jya zFco{1yPM`*>;L$Ot79h6-~Yzjw{L6BO3`C*-bDG2ADMZTGt)V1U!WIU|Jg2CBb|<& zogL2@qgU*?w!J;mh(>a8L^u#I4e2%6qRo1F;p17XP3T-NekXb7@?iGhH*b!8C@=qk zW{=`c3f4-UA1Fj%sSLxi4dmdURlELs!XQksle9rN2?n5uC@Q{8v&buE-i!j3r(Z8NQX>W?!V zixxgnDf(oX=Y!`G%GZ}%s=StF!iRFvQ=#2Lo%A!RxHtGGR6s|xqnFWAYSjO3kzNqG zj{%S7DWK*V^{tE3KdVAFe*gacjeS2INn8U1=D&aceuqx4w<`2vQ%8=)R&uDWnatz2q63p2>hDj8@_dh;ME!!KR-nYYv#5$?2_&gW3GAs_F(-}b9mkpvGs`ps|q{AUOg)c zV6uJxdHLr|Zy>AKj$n2v+31sZKEJlriyWnjldLX8H?)qH_QUP7jJdhUFiEdq_@XlkyBi1KxwTI*F?E0EB=^UTElcP%Elad-v@d zd|Kn;<`#P?*OKs+|H1DLLtoCdp3y6ECtU!yM%vRY*|Ua9H&(52nDwx=ClTfb-a>oj z=}!kzXBh)rybTaQTA)>Gs2dE~?oW|Qs}HF8Z+wx4@N9sKbZrHRzfAm%a`En{8N$7A z@b^*K`VfUhQorrC_F@1dNABzCl3O&w9bq6Kz%6EitW=u^rLC5pEAfaO?}N^0;7@CN zdqO^o$Ee%&>xn+SUlIVMzZSR%KYa8kGz)c@aPI)DG!u1BpXd0ZUVkhtrQRnO;{EtB z6V9VAxW(jVF)*T$V$QN4o&*8G3atsh2u`#l%4<0(WV9oHC)oj1hmb6*mNbLP`@0D- zPntb&B8DhRkMF%jLwHC~umoi%Br76<@wTt;%dr08;ebb67n1wX%I^ovjC&gRvo4DL z&c>bP$YH88ImJiMExNd0RC}p@2ke@q7FPM|n`^PWHvC(+ZUs_h!0$Y1XO~r9N(VNO z7JZ_shZCvX8tJ;xNXc4vPqTYOc`-9HhaAvSNw7h=BaG21ihyo``Lyd(DK9pHUaQbV z-NunJkqGoy*(G8VhzBINEXf{R@>5YqIW0Y8Kj;Gnz#qx4j@ovnxTY@MD=Ml1LWsW7 znw9+BwCBeU)lxB_Zv(7S;^ntl%I)tof&MOfNT%r)-W4{hO$;OWf{+BlrZv*$=G=5F z$Gp)Cy=;4n6Zp?j>$^y0`XIGj!<&HBfu8tIML`i*P2-C>O%L8vz

Wfmn?ia~!~t{e zrs+`;s!BA?AuUI&nzwskNK@ zahic)emK4OLv^*hxP*iW7CU)-5v5q|+9oz}O|2Eww{uEL_sNswT4}s!F4M%Su961k z{aF^UGuZ+gyagISl1~1sk#BD=qKnuIV7CoSIFpFY)8sKoRUc|<6vV~F8%h}%yZ|r+m2feHiux$#kb{iR zZbq`d=I9vezm+T5P{<)>ALkYZhTV{C3@t2pz{ZonLbXzFY6aa4xmFdL@)~adgj2TK z>D15XY*8cRBDeFYp9LWK(9oa)8f#ya`!9bY7&YB<(jH!v&rdxq6B8R7kCx5Q%!~_} zf>15ju3f8|PA^)JJ8L*X$1pLwjm&FGTPbFPfVxPem zxpU_pxJ>n(gJkdl0@Sx}-{MeGL}z4V$d-Yn*|u@x#(jcSw4-JxyY$-T`1kEQ4at&I zS67$34|0uquV#SR8MqQP zZCL-xXh6maZ@Yz&ksIW}kDovHB7epgxX-I3i9iqM(aMSgE8~yKs|sbXL*{Z6*gJU; z$V4j}86AyB6pBV&Wa#NE2J&A|N4EoQ1_}S8)@_y8GKW{^&YtzNEY39jw2O)ZFkXE~ z0(#5{a36whOl)fy%P0GXZfHARm}=12ZDCGA}I}U;JvkAmtBC zNsyY``@7UjCcnZ)&t;xOB?Fd)`h@M$Tg zQmWz|*<1jvvZ^Y%e?)B4rdt1eMzl-mfwljukln{wsG*jLpmFyD;}~@i#{+#SARRr? z(>QCWC1q-;r|ZIZ{1-R*mxE#GqdI;=R;G@c&mY9tK&t=UyC!h8l!s74^M*`+6d9&jtl%kg%@h5?RNB0 zLF<=9v#u3E^OI!+f}zZcCC>2KbLRw)b$s~(-LFqVcDid~sEIF5r1Hh%)Mo|ZD=v18xSu(2$3xBNR!-v)IUD$fO zJ$^@UF&j+=14L_?$3i9<5Dw-TS(R%)h;z98j5EU8I|sPDTf|auPa%&5KXs@WDx2744UXpJ?Rw&PfyP` zE>kZ`2FHb$&W_8pwY2O6BpBxp6M69Hm4%ZQSRY~xxz$(^#5|{{IAM49{{78R4?4T2 zk&!vLxd)ck$V^j#`H-+{5X6%e(~w}1c?{_FpXc@Z+b;MCp)r`PJXe8kVTFz4VE40M zsRI1`mYayWHBi6jR^!srl7X%53frCqTf#a4vusjKSBie`7SM}~x;8=U(xn)njsJc+ zmp{J+ZN9xRxS9u255=Izkg_HFs9N`Mv1SvIm?&A& zAy}cTGm4^Uoqx~$6^FU;hyS&l<0YsD?|g6nUmalsU5kelz%l=yUop;se?M&(@lqo_ z251CU7}}be8YLKhZaIR=4FnrnT2-|HB2YOnewR_)_=T71scwI3R zu~ja#O(^MVx^p9~TP56P-NU~ZZUq4VUaJIXY+8|iGFbBI8FA*!~BlC1@?bYx^CFj+fEWgkRk4HunaPY;D> z;`2IpW@}|mpWeN9?}zUD3q}TtL{rkH%(hzJAI?fmVK}yIVj03M9w~Ne@xT09k@r zH34_;zQ>W9aeC(p)(QQ|ZNN)z6L6*{4GlS=WiLyX?&XYe9dNG;|+uc)pK~-2)5L4YpvMzgc9^dq$F| zqQ{3^uR$PZU}8%8vxLSmc@S(m=w&*b6o1&H4AF=Fh6*ZZ{+UCq5NKfyxbMT3kKv%J z02TBZ{n9N*FeabTzan$2fe9x<#Fh;YdnZ_G`PdZSIrg}xMHiN#_kAB74Z_jXM|aoC zs`w(UBoksc)b2(Y)Bv?eOc5g$Z8LrY3*qhW8zU%$?6LZSp70ab~~8Ds^Edy9_#yJ2EI<~+uN6a9i0a9WI16TpQlcLV(f zMi-TSd5b_+Vgm+P1AX9Mr8!o16FS7rYRRfMf`ZP6wR=HvYF{T@@#Kir4&pVyF^W&Y zBVBcJDu>?O5Gk^E@6TIIIu4MA&cciaz!55R@#4kRYu0?vA1|sduS9vbc6;KYglb0C z1OXR|JcSCira4^?EA+c`fH|Ud6uScR+mj(#`unZ|1(r>`CaMQGIr&fZpTygue7e|P z15F(R#S1WNPE5PJc(5SdYi0S3>kO}Y+GUFgS8KQ{iWY|Wh;IN}E(3x!({;uY5U^lM zIbL!va?`EiVlOA(=!wb66R-z{6t_%0L4&bJQj!gVDlyU#e~fL>{8}76jV0+M>?e!^ zDazI24g;I%*d+r2HkebgLHQ9Hg=`m)VST328BoTI01d}nr_Gzy!{3fkiXixFm*BF@!Pc(#1|-YJkbAKxodhFWCgjBpj3}P@N zE9)iB??gdNaY1yoGdl`=8XDomUjpeP%Y+TlG-x%~E5kQdx~<`bVpx;S9= zOiN2cScnkRA?`M-pms2J<{2UuUCGs*+r<1I*1ti^i)A9lolg%xVa7 zXONB!EG+y%jP=0cb>6v^LPVagU%zr!6d-+cLpc-yHu*xux2J8cm*84NKsShB^yIWm zLNZ*%mF9&sw2TxG!!l>i@R@+8xecGejsu$BfWBYSbeJhhnTDtL(SN@5>IxJ7pEQ(_ zpi_t6-GfHYHYZI+Cd9trlejrb5o*^-l!;K$<>h5S7zLmH`{laDenCN}qa;1L$HwTO zR};ey*!-$#xRp#nXb01lMrEK{&!B(qTGzHLG=cmRIIB0#D(GH z`b7Eik!Y9;xB2$Q=z_>;4}0#Q=~cJOz9|4s$g0;CT)UZ4FNBZeEwpE8?< z304qi{tgw~Dlh(up^=~!! zz6!!%%?XauyMg=lLx=hf25Pu5xOMUlBiQ3F$;!#e`Lz7gXg|??!hO2_46(fdfx#M= zBGB)5w+dUj5WmMbS6-pdVNNZQGT~n@t&CwfbuA1TlrgHaZ@U`3kv6&?L@;~ms zLC1u^y4Wz^oj2NWQ&JaxM9GWEKbGYT56CN4g>-b~yIm(8yj1@A7m zkw4YY&Shmpx)wW$F@)+H=W({1w{DS;($vsQWM8yG6uNn%Y$1wkeVSsx>6O(;g_bY5> zcz}aN_*sQW(Icgr&`jf{Z>-7!HQb6)@CQosFPK3Gn_h;)SEdNyYK(HG0$*4XTk!WuvjARD<8GS?u; z#Ju5^!Gx&0V9pNc z24G+kGWLT&QjH)etF2Y^p=VF~q6H3^a^IJp{jOi7bC(C#jvYI)fDGbm0kqe6U(RI6@GP=iV5o`}f!4@Vao;w@1KLijy3qv}rWhyc%!CsU& zpcZIG0)&-}_~)N0Sj-*Ue!;o}-nSBh_)qjGFp7IpaljJ%2#7=e`t>)2dq+oO{58XX zF!bv;ZhUmyzRwRrG#atv9W$`(zJel22yYXh*{mzALW5n!#X?J{d?XZ*Ny7nVs{jGx z4a@HS7#@DfQYRy`FgJb>%$yLa79p_FqwCgu`ecGR0=Y<}I)7M}ez`(L0Ogm^R=aVh zz&7+nYVDUmH}9a3h`co{3^%))&5WouTQ3-7h$`U|6Ib#243uQeAg%HKx+rI5H!1gsp}^T-xh4|W{XO%YK`T&5u{I-p3_kezp$R%qd;o=luPmG7xJ35Eq=-TO0NGke6b-B9ln0>vKH{&Mpr_^J zBvAuA_7It?8a8)hG+ioahY8UxTT00DA#CYJ{%_}2M<6PL9)0HzAQludxD~I3VC}k-Xs(&X*QH+jHfUG@~V0p z0{$L5;^$Wh3>yzcP6f_alP<@_S!wX z*yvFm!mw9NhxENcs?Wo+9Wt+xdTAf(TqtrCNjxxeoFD;#94W_YlrC@PU=x8|goMDf z49?n5a-q|WLAmy^Zo&0vUa~W%W9usco@ZWhJ#jg3XsJBh)N-9+=U zEnZT0Of88RUNh()5U>?Fh>Rpae);%J!tE#ejzqW z_WPOTxO|+B9)^kpg@wsq9t7-$6Xv2C{3hbAEnTIhrxGqNN@!y5l-v0V7r>0G_8z%} zWYMJkOkMVE&~Bh|rLlB)i?lFA#0hpT*=<{Sr_p@h6Wi6^4&$9VfCR?q4SvDb!aa8i zep;ff5m~7fS}sO)d7386ur zAH{?yaiGob5{U<=DMYlK?NnfE*x*O=s1Zn9I0WH1=+#hkej*qBLZ?uP>|z3SjR*qh zwPI1#&O$^!xh2}dN2ejtQvHfP#`2!7_d8B5p8ze@2IGr zKYi*S_sreR#U<%s2+2;!epw@s5|9V{ff7$AO#$cL#eWRRyaqK)6fL3*R{=`wqZorL z;rvy%UKVO!h$t!?5d}f)`~r&@?+(iX(qzb(>-K}Xmr+KIuP(sSSq2T$k@G%OD`0jZ zFux28{=vaJ0XUeB+r?RSlHU!4xaDFSb0c6c17NP&79LL2iEYpX8kyx)R34HP4=|n{ zf|gLu@gydX3@2x1nvN?gZ1jf8bWUvtvC$+5;`iF(s{p94>Aj#dW|H zPsaRB^!1;keLOLK82L~KrANq~ngjlmVb-A2GDOt_%BULt`P2Agq}Xd>(P(N$vr~qB z>W`Rrr4h2GNr4-b#{?Z3G3}zNC$q%Bey9Rv#i6B(3<9Aaxz(8OIJ_U}L_>$x3!woi zg)52kMT zqQv##uliMghMlQEGsQXQ`J#=ul^P^j z$3KBVLECL@Z7n+Ta&g`^P+H&GCs?vkL|N}%R8fJ*)u4Z-2SIcWK2lQ9g>(T};vo!* zvU2B;Sf5(*nEw@z4(%+EcSsh|m{ARfWK(9Jo_4d>ZZ}YEr;>@PdFqAippYOOoSvQz z!;(A<&&eSsvw6mC?#r-pk%I(QUO_~5G;3x_vq8zjh_nZB@FXO=%#F5lQHa8y{0oU$ z4v5Y%Y~Qa7G)Z-miwek=s_jT|4NQ^DmUY%b3-XJSMMVpxHAV50K>Xnbs2X%xoowJR)Vq+r!C%ByRGMwC6Z|&mAU>Rw8?2z7=I;;Zx{gplA z5*#rFNyR}pou*Ce*4+naPYR14|C`BHdnenE0W#yCjRtVl{QUGp17h8CY~e1JzZ%Fi z`(fZ;!j(D>eJKHk$^f>C^?C6rly4`mMq0|nBG~iDJOwiNArTSMi&0TD(k?4Ez0}Iy z55gw21si)xMP&<{_;m{9nBC8HutnU!$QO^}h8+j|06$;0%_H^Kqt_<}7!#Q2y)n58 ztIYG{C$rb6U%Yrx86_n}{4mIJJiVavWigV3NVB}!Q60+X3kJn-VR{f;-_zP@Bwy0J zL-vKWSk}%?2orzG7}|p!g;sh*fVuSJqiM&u!bRlowF#X#RZz>&#WIqes_W~o)WvU7qr3z-&Dy@L>h z;CTtxauCb{p%jrzLVBXJ zvxTd|_+PTnLkpp%fRayDWV?!qA~jmhn<&Kw&`7@)dlf4#J0iI{1P8T=UINpV+_MB= zHVHN*scOSE?&po_FgUBG&-79;rHb5NFfYNGH9$uCO9o@`;!S@3aM#!LR4%vx{QNqL z1Jm@-z{CQ}lDUteH!$jWGzoqN+a@0_P=*DYM28du84*pcflqa?zdtw$!@P=jP_1|K z@CHHgpLbg_^Dz$wKyoT|if4x=>K7$z&~@+ETX&BMA{G zz%UPt1YC#|jTgTpxPSjzJ@?5q80iU}ih`D?>^R!?^>6Y4anFV`Ts@Ia+-2V`Y4xBx z$KOrVZF#9df94*GauuN$(5n+iEFK%D;O{hf+T?IH9*<}}_!?|>do;WTh0YtJ*TlF9 zGHXbD*D(o;Z6?s$8<+Z|!Gpj7omI-46NROPXI!UJy zMw!)c=BN*$FvkGWi3&13nldrQ8zzE3f@|Es)O0PncuL;fXQ4LsUHSZ7GGw}ObTpNB zD+94~5+WH4CeA`V?C)^q_JF)j&SUbZ6V7XSQHOa)I*M!h)@SGmXZ%i`niD*)prG{H zMyJ;iq#c!X?kG8t&!wrFj^x$o-VzqJ33!|Be3Bd#i%6CZm2{_{M>Kcc`u zO-C0oT|m_M-WdollenY65a?@dJ7wCoIHzvrsA*v?2t|L);Cu(<1W#s`SKZX$d6YJF zczF1n%(UKp9auqyM4cE<9lb(K%(v69(uX&Dqz%mK1OYK};ykCir zP6~q5Ap^y_E5Cb!F~4_vXjNv>tWcYJdCF^bm<WM_Qfi!+n?bPSnjUpvA{zU`x9NFCT5>#zNg^t-}wsj@wox2flh7R^;dk2EJse z8=Kn=vodi(h&rr;^Y}ERneW}*-Tfb5nK)f4e=Y%SZ3hRH@!{H?9YKHb=xnF zSx>fW5dClo_*gE*r%I_8(RnNC7)^zy$l1P4cP^;s%6=OZO?P0Ss1Zf`Is|%(@teBl zISGaQx*`-JoHWNGu?0h+qy54^0n16IC-DP$kpp}!`1wTq_^`2PrfmMM+eNRSv)dR1kE%-aZK`+P zl8HVIjIOLB^*9W5N1W7DVWGM9>*u-1U*L=7XNH;3eD-Q2q_?GCbjtG4A?qt3_P@AsJ|gnKFmhN7IyE9V6LYTIFP+Pm z@fuc#I$=y|;?{$wE&0(yaO)*-w4+}=WJArUU*l>ugI|F7g;@9An~M4`m}#TYzpA6B zcY!lz<>p8wH57;m%!8^uo|Wy-f8McD>{+k^s!p{rx3l@v##4BeNqCbCKtzynSEBO* zy%GtRpcI$`KLh{aHO`pnLh0XUin&!Zg#!+XtDd_ad!!Qp15UkHaHfkAn5GP~IyOH)-V1LW1|KTN3YsCKu7T(3JseNMDHv7P1l(i< zFLx45UZ!nV5v~1BquM(dno+IL=B(NUh9Dv$q8k`z?Qp>-s|RiD=|x3ea(u%5dOmH} z3&pcr_StiK42M8CB{pN%;r>rgc7pCAeq%EHfWDir5mtFs$Dl%i$ojY6ae>8MkZ@*i z1pZ^85lTsjmsr-ppu!Q}7C<-Ln*n#iutR@~$fYlseTWZKU}0kNhg=3Urqkq!!y=?| z!4;@Abj*3cIth1w5XK!RS079tqmc1BkeYYE>oPqx!wAgRLN^icuMVGT>=N^dhXTP2mZzSJC^r@L}-UJCV9H<+2!PK4^I?=7DlAOS| zEzb+rUM1$3s87?gt!>J|2!IEe35Q`^jq8AiAk&j6rY!jIp;H-x&Z=5BEn?eQqoQ4I zQ!QdJAgK?LW1>kzkH-Y2)k>8`obX0i#>=`FkWAK=Nd%(XtL0 zS^=pzL`5$pC?ZfCY&aGc7mXm=6YLH)B!%`#YUJ$1_ft)ulP|%y{Q;eY+RoUn?MBVa z6illI!HlPm5hj+uN*@f3Tvn4*4Hj=sM<(bXE!rK8plY8{gfMI&y{L3|d z0RcKRK!0a2gMUQ`j1KTyylw>KaS&x?+?AOOruy#?6`;35s)o82G$VA}10DIex8;q& zM0PGr1yE_W6TcH^T@2f}DLx53v$<#tN$-vOyb!D!i6KWYE&_^E+3}6;Ya3Q`p`z*s~#=8#p%glYiR+w8ZC(EishI*4Fe&$W$JH4X9?v zKHN_M{yGKGO)dDFN4t>Qrh9w-GIEFNqNFrDbM2@4&g0r7V)cQde>$2~_b^ZqZeKcq zxgMo_Cu?+cYk~AjK)i<8EMiwGkRVB`L~f5FlYU?T$z>DzAc`N~dktWRvEzgL6`%Uy zFp)f&yz%K{%u3$IN=Ad5tx9JpzsLGg_y<98%J8@!#wZK4g9_xoJ1FbVQO|9APbN!( zlsSb*CpTaLuNy)U!3k1w{Yk&;@H*l%1MryyaZPTVA}8^|o-+_sZ-7{Mk9z|kti6M0 zYcuWyL5eJa{gPZJ0!u8uxfVw}F-$wl_#A240N%*#6l$1(q2WyoA?(KRBm%wR?dRCS z=y^%eSR5D>tkWnO^{`d+x=es@BQvy0czBQoJ3)v+1%IEc_L8XgFzx=w({K`xtaeJc zxF`)|sAoSxw?#j{h(8A#uUT+i5CTjvV)Q#MGLgGHeiH&bv0WW3`n?LU?lg|sRZRT3 zFU_pb;3Cw-DU^=+UEJzwZG^#zNd7A}VPMfNXxC9Q~eY z(L?LHiCi#1r~|yhi zC;9yf5#A_Bk$Uc!8T&R+pN(86Vep}y+8`nUb5AJMVR9kGlHyrPUbd595fFkJ7A9Q5a}do&n39`7b_#r!sfv#J0$n8n~HfgE`zbaN4$ z*#j|Wo7FTlv2bORo43e)ALN!Zz-Mxi1%UY>%P)xv{4bF?$UrQ_W^!Q(xy%iELJ2Zt z=$Rjd0aNKIm%|k<05)ZULAuiZY7@rsMPtW{Ej)~f$q=RL45mj8UHN(_gja0?>P;z% z;kB6|H8PM)W}Y=OImyKo=-b|5H6hd7fi7Zso5d(ip4r~U+}1W~@PQA82onR-rcs{Y zK2milesb7i6%=?}IAegRG&1J=Ox#5YaZk)|1Z(@yGClk*L~t8!1puyMgHjOzuaS(* zeC7otIDIoSUqD+!%!rUtOzaX34CZQLWQ-Tt+O+Ojs>23UmI{OdxywT}U6&PBs$2Q_ zVx+P{#4!R8f856A1F66ObzLhvtR2+*K-o{jYF*tGj5cNu#)z2qoy+gUxYr3J4yw2@BXSoS=s#leyAIPL)*@zPm{#y8 z@-cpfQrhL?*zzoi=-2-stT-xJ@_(w%_q?E$VgLk5dQSs+1< zYlr-h#>u5Hj1sPgp(IZfuPo6+M_9LE!z#))K6P3k_;NsS$O{y}Ua}pcvGlt@M#Le1 zM!>#Ak^^X!JwifT;0>v~S|svsZhuSuT*B=rnL8qvm%$60om^^ZYV44Hp52;G3ho7{ z{;Pl?$cXwiOyD8n_sL%~-ruR9b89P*V3jgz*>1}8@+gkInloZjB}4xN5iuX`ldr;p zG*~a9#F7gf_Q(b*h1#~|oTF5ty3^J&L#}|()WUN?Q85g&nDPjx51^cZak)^DcTk8( z75@x$I2taEaXZ^@Z=yr67m7F|yMbgLB0bK735x?{Q2{U6Q~+s+Oy9r*OH@fX&VT)$ zG&0F^5_=JJLM9H)Tmu>kwN^aYYHxA(-=Dh|=rI~a^e0fRKf1d)5J8WSPm_keDK!6Ks;m>6kD(-Avt_Q305@7_sAn$$iKxq$iBy|^=x{1)g6A;1Cg?O}ezdH}hM zOdO^iWGBu7-21TW@;Js02hqmE84v)SicG_R)BK5=o9qgT`T-1SXW_3RBR}x2#X)7Z z1BQ-Q1e(IhJVVC!uw!IbFia$bWarRBMu-T@jxl2ynZ1I7%IHh>5oJ-a00}Jog5>;% z?gjJkNmrZDuxRn2>Vw5!KC(AxkK@`99<}5UBDc>JbwF%oVPW}+KUJ-Q2lyZo-A)kA zP5tpON2s8rMl#~wF%HOcTiDs7#`3l>)cf|pHVpZSj2$6E!I8j)Yj2R6$BY?$Gg}Vg zDUIQ5CJRH>XKYO1{6B{ufH{P!3|RtvxB!_=G&GYkJ@TyskvJ zLd}}5?FjsUgBnA`6QqLM zDzGFB5M_v4qH`)O5T(G)CPJ%iO2fm;B3O*fk3o$j=C;hB#r~he zN3})NiiIKNeJ?6PDw8dDgJR2e`i z5fL760JBu;y{j*wNxTnT>n_5TXfa60oZzoSXBrmS;=T;nhG4t#T`29D8#Ll z9Es{!jT-O)oG;9(afqudU{f_#u*Nf^Q$dBk5v^8N|5@qUjIffKzJb1$4h1&|8UG?v z(NXw=QBX*+#*&47Vklw-2)_OLwFnsgNvN(oy|56LA>pW&j=}-3q(QvVfVC>DG`KvY zyRXj&6xPdokJ+^%V3-Q4sTEhf`bhMa=($NvjlN-ZHzM)56^o1vft1G)%xd9 z<;q@ndA`isAuSVf5tL0dz!9lQfO~JFI9)da3*AXfS$n@Q^d2XvO$-k6n;n#;F@ zKi;GK9sBw;15yV~{5uq!kStsX3%!|KXj@xe*_j5E^BkuSbudh22RnN(QYi*a_O|~Z zC;r!+fEP%fm+KZVgEB3Ac3DbUI)C zyZ%ma?--%Q!5rqrD)e*{e}U~tS7;yTx()Dql;UWT;W1=VLffq*GuPlRJ|?3F$l^c1 zq02o6#}2JM|4QIc$8Y#WGEAy>^v<9_PTo=&USS)nQLM|D|>ft%;0X67@b*dt-CDD=wYI z1qy}bF5yF<;wmrSdr*E6G=kg&b~g zGD1!0h2Qg4QxJucsLar02?5ud*?VZBTr zrmn@&O@1tP-!_%i=FLY5-1qHQ%CDa%=e~L1&`w+L*D2`$et8K1v+j~k56$$^WsS`k*^Py~Q?PxqL(C2?oo}fI4EOx+|5LV_l1|mp`qAwd zbn)s23JPI$I8!ma@Cz$l9cD^-t1!&$`t4g`fvo5{vBOdE-vJQmtf|?8M1C26lDlXR z9-eWTXzB!`Lql_kCo7Y#(x27VJgUu`@YwEzV@_+Zt1(NK^he#+A4519wb*?gfKe!3 zSkWtx+?uqnHxG>HNIiZlt^C!a3%&woNE+f-Zr`@eQyLml$w>Qxfr`RM7e?^dnZ5dh zGP2J2(u-lGLH=#YtTML*BfMvEBHV#O0Rf{dvSGt~`(^aPx~Rnln$6Kr#en(4!HDWA zm;?_pIYK1GL*jddfCvn_G!R~s_d=X+~kiz zGZwhUeJ8#%?7qT`$Q^k_C^@dub)?ebn7YAV*ZDAD{!8BFiOV7H%w-myLjWB5ustY)pMsg}o)ZozReWOO#s-Q`jCiIy ze&*N(GV70@4koL`hr4zWbcY1@nkxKCZtlm!NxzOMyOUqu%5vw%?d64~>h4AJT{jb! zYv;*qvTDH}zpMAKBC3|vbDkf(&tR|0U%C_6zfV$@t7!a(xoMl_fq1RBk|Mr=VuDI% zNl~BYFj{7IRd;y-NPgW={CH zi*=24KML>%;yhX=c9`~Ms-_Exnin*^n0s$3eo-=#$e(|P*RYk7aR-HrZ4#x#9llA& z;q6mXQ>g+^YPIv%6o?*j5Oc0JR3oFIuU<3o6N6#^_P&lnHU#nuu`!fXP2prk>=Cg} zTH6?+!CzHX*Z7dvU@i>7sB$Y~X;qIM`@`^mMDWryu!l7$E zoYK0512-Y6o1sTK9DQXTa>DHRbd38Rw1u(37xhX!rvF zzDL$&_ax*AFY1Vw7RNvD{H@ZIwndRfoT!nsw~WmYDHDL0rA0=v@|V~ z*D}f`QX5H$fN56b5@yp(!V?yz)}{ElLbeqtm{1G{JgVBRVTw1*hvF4Hp*|~FK1(cW zAsca|z7ylnMU1|waO6$Mlqj%(LP6Z|f6{O+-PA~NReX3_9P+w!>NN6wNqU5@aX-BC z6@TG58ePm(bSGMmiA(=01Z;mjkP@i7V7Xj;5^V%{*y%}w+WkF3HxCS!qZo2$e($H= z!)-^I%J$Akc^D!3Gj-iYOI!OrxlcaWwn|*C`HU^<*VWE9j2(uUDf!hBt&O-5TzWRF zMe2pmb<4BVLhv+>g|90-C zy?nx==s#eUnuBS~XUe2`v=P5%xZhfDFCQ%mYVPEcb1#;_TmFZ_yFS*)%7m@vib zNG+NugNR#*f8{I>#x6$*-^!#>Al&A|Ur8j4Up15=eHJ8~SMriviqsZ3ECUK$f>vSJ za$(*%NsQ4^ZxITJ$8txHiWY0DNOV+1qXK4xbB9Q8WD@)L@tflQnZQ%m&h&Z7 z9JX*zm<@dwA!NFkdH~i{Ou4WuztNQa!~UQX4?VjNgiC->XvnLuQNr@D#t)LHqi#LVA@c3&E^1$Lb^N^cD9Q&BTWODsau;RZ!6j8JOEaqgzd`Bx;&}=lZc7y-10znk@ zmk?G07#u&#;|R+|O%^!C9wJlb>~Yoilo>dbH-&J~3@;zaaH}kCC6pc*%`?RI;#IkX z@e2v1BH`}K zB!&;Y$C(>!(a*Eb_ZT-Fi4@4SZ;0EHVkF^NWN{j^PW?d9H}L)%#J@}U2^v6k8y4+v ztfV#Xo~TGsI?tXoh!DFMC$exA7ukYdaFT5p z7-4p2c0fQ|a3dJ@EBHH(v>&GpZPl{hoM9%VoDWbRboa0F^2-pf5=m|7PVQ|()xvD# zp%*>D9~6H(?Sr5vcAbccOq6QZg)!8*VuNns6UU&@CeB_d`Ew>imHqFvcAF!`^<{Q=G1UQ?&tJmiqZSN4A=>Mum#}S?|MSSleU_>KG zP^-61r`kU-umi)L^D2(bDJU&%syM}L;h9Qa-$uHYP8fO0DH$|a>%@qIl3<9vHqsL5 z9To~)2&-nST5l!LdADXBZ@AED$8$0eHPdxnL6cjb#VuA$%wZ-$3&lYIDn??x;+c_D z8VoKp`ky}X_LVLQr;i~G2p0^K-I8uDqMrKlQI1K`y+P$YAvjI-$KxZkAua_^h znt^P3?6heug_|8v{mVZq0grcDdUdk^qnE;v(@rdiir+CDjl!?MaHgdTbydPz!TSST zvHUMXml6RRHg7IRiA<{`Rm3re6SA|6G$NHF>)q z1^%vM4p*pdUqLt(*9WxGamHC}biBAP9!kB&LXhx>a=$Cj5?%QSiH|a&68WaOydw^u zH?24Yg(%fK9aZ{PInanmHI|W4F$)m?;lG_D4yBef3-u|qadPs-*ifVj<9KFFW&FmL zikgpw*Yr=Mys(7B&{LM=>|MGm`hq)YwMsgB5_3VQ+c~xyx}{_zmwbXJ1M+}G-vYIN z?BFz7r7vxrdPwWUKgg#t^B$$8qM`yv-17+2F?WN|TDyJ4W18Xn|}nX4?GYX6efWbK)CBG19iL*oG*KJKkvcVL+NG zqPVF2uGSi&qkKeH^b9gs4(Nb*SX!2+$9lM&o7-VzvDM==*YA2`ZgIPu;ey{7tZBl_ z{?*dba?|VcQ*_HSOJ0*@eiRwZ)3DmsM2J~umVeJC!i&Pzb@S-5>sOvzudXfZJmtV} zZ%Q<2eb0{OnFc3}T;;WP*FG;E;On7NrJJvvVdwnl=KR=6ejodGQww5;4fUvA?z(vt z|IK1sQ8RNuBJqO-b8niJ>Kf$Ed{NY_obSio;8Hox$I$<3Qc|?e^x28-tqA3p$#W6{ z#GwQIW^$TUafM`WOUq6)c?*t?Hsdnoh#+iRe@3n`im6>AcI%KCuV^PZPvj5!o07o3 zUA~z2az0OU*odLJx*`%$80*^F;EPwEUpC>=vclYGYScDn1SnwpRi zOisA5Qw1s_CvY^*sBo(W3g}M8V@v*A_1Olw*PJfZD^~GPJF1Sj1}CVw=EKT44m|DZ zop)8Ao#=3M@y9BR|K7QJ1fu>palr?5Q{q!0_<|#%PV*5rz`)jzaW%h#yG&>5i z>yUTjhnC7JcdtF5GJv=ks z&dO;U0~@H0PodT$R4;zxIulDrPyvbHj4H**aXs=wIW>jm`j+utejLD1aH~cNT%d*l zbrg%AYGf_C2swmAtd5xUX-a)0g#sgbMZ?b@W$}V~0%`t=Zcd;xcxU;g41(I`p*IUg zIjcTBrVWkAJX>28Vhuxw-@~7dggd@ugJ5ayJ7iyCDNR%nAenfVR&*{Pi{~O<8=@RP zfBw9D5qiHwD`=)kO^p%a`hUeTX8woZC zms>HsHG8ND3m&o8((tSvqzF;TBa;eWafS|7AQcMWQDd|!-(7+=dO~;||EYHF%re#& z%U5hpG>IbX-yEKG`bY4jHp5o-N2@R`U53c`No>(tibri~+_~GFm?#!KbZ|z1>j+;O zBLPABf00f{l!RdeIw-_~N4%og&r;0tx}Q){jwOD`P7lk&jb21ma&vSD68>AXYqy0Z zbtr%XZk9;v!ZYFMkR~GhroTBzrCD_CBXNkF_XAHK53)`^9Y@4Ya$d4zBwh=C_fTD5 zl&L%&qQH9mMQD@4Gk$@G#<=MZruIX4TH@U&>QUg6Xq`_sViCmAje;0~+MzO>Uf_}8 z`V??(G?(gk+n61KYey2|tE1R4$;K2)5EG&%efvGB-5jQe8kI+H3E{%PL)04v zdH|vH7D|aO;S>#~93H^p%8&E13naUXp*NPLeDpsF%xpo=R?%!m37`AN>i^* z!0a7|C5E>+e4>S%zr%}4;z_xvj;$U{^?i`tgQZD#&x~dsWR@htjL2|lc>3OOJiw>W z1{kY8v9qyhK;ux3a(wgs%hLCOdY z5c^4Hwsb@c2?#D4OGY0ai?YHct&S%iU6P&UPUXN2sT=_LFu<8s3{X3tQ4Tp(4mqrx zd?kla@}@KXC?TVM$I?qaWE7ItAv1~~@xO@#Q+t7k2B`Z60kADz6iHI#K_q^;L%RI1^tdSW#`jMx?J6GP6uYwWp)W>p@urnbhNhlf z;Ur}Wa@31(jo$5U71J~Q?&EU}a#dvHAYJNfkun%%0;3Okkl^IY)zwuX*OOo(CdH8^ zsGz_Dx?;yfm2!z)ASsA4cxZZ#Ni?Mh#q)Wsby+xbi+nBf09?Bwh!TJr-xH`?hNuBE zL@!NeHI`VSuq3_|E#AvVJr%tqZ}|th5}XDe6A9H#qgpB~N!;RPLtc=|3s>kyLW%<_ zNW;f*GVRGZ8E%upvSjLp=r8T(%Bq)bnE>5FF#&Skfx-YX3xs=)CzB zc_P>xG;G}X3OiZufP!CgJU!qT>JW(d-3jLwd`oJK@k_V1tFNIDXoZimUE+>VYI*ny z!Jp;;smOUarWTlJ7rPKsmvX3rDSjEb%O7Zk55UagL`7C_1fw?5b(AyaoLnN z+9Pe%>e*uCaFvH2-}260A#ese+*fou5uay!z$1JT8}bSS4=0vv2Edi^b@Y11-akZC z{*5gOA!?RFu4&MzQgb!vF~&h1nlx={>g{8LUY4yMLdW*qv*j)>SLrO~IXX7&z+CXP3_^rm+0kC#iRQ^FJWoz{~0le+i% zGPq}V=Le}*$ZdB~Sthy&MkdfUzm`#xgs2_<(`le91L|Gm-etjZeoT9K!VI^82Q|NI zt{Sua{Df$vk}~-~oLpM<(ju^#dC}{NiZK9H^3v&53lFSjioBv}SlgtsjRGL>WX6rL=KwlNVMCTk!zCm;+oFGIMz z4oz=)goj2qUckqiFEWHLN&?O)WdiZhRt!Rqr2@hzMiyD}yRCaVe!Q1|Ywx|s=Q!Fy zMIqz9-Nq;)Lv-5CUl5?PZ4NdRQS9mhnfJz|V;$J<6E>s_Bcetj&ps(GZp6x0Y}%Z7 zyO-6;MGN#x(wIB^o*>~Ld9rDuEuEAe$36I60Q0cb>F!t_CuYl&r#g;w1lQ(?moI^+RF3`Oef3%97RI%o7S;X6?jQV_P0D#eS%8it+Dvu=R zTTwFu7GGm(?k;1_^aRmQ5niIA9ja(?J)lkeUa)Lx<#^pD?oA&dVRi4wu}5pCckk}r zF?urV`8-c5c*U)hKkEC~We~|F%DHuuEDn||`C5?+1u*-FM>^-}2nRPvZfY#qY@{>L@Hg^gTx#mzO z_w*)^8Adv1!`|)>3k>jo`%e~Pc>9hHDjHO<6(#rjXL2f7xeDU&SO#1B-xE?v(C^0>4vDxU);d_s$LH|x!j0JyJQkoqP z5L+`>SfPHK{{eIT{RFIJQXd?iZf2qDX5~S7)eNZ-Q%7++u85>rmd`+)%rbS?ei}v} zAhwSp=DE+Ck?NT2^-E$5ZgT=LQu|$|tfo%zVUmQ&#!*gauFI@Ao3#D)9*u#&6&EeX zNl98~d)?vL6Ou^aI{ORt_K?T?+TC} zjwMkk6tpvUXWGK>eOJH%e_a)Di6YUtyZaM}A%~jWdiDwS04|!<*XF-0rGNbDnR#A5gQ8>FI^N?6vjuW3T2i< zN>rhB$t!XqDJ7I$#W4&r*D;^{73YbrGmF0 zUc?+SG6tDLc+L=UFj07NpW>#FQt%EY^Bu^fOlxJ1H#<`D@bm!1V>vDfY|;}jK{38V zi)eH%<}fu>*A=(v1!mejj}-Wb>Te}Xib7;w!eZh8y(_G;m?BLYVAwAy>u4ej_5114 zCUCCB@3h_*A<3W|Qqr{kvGNM9Y!7Q@j*gscSRbL^dYL_j4x%g?1D=RpeVsUQ(ks$V zUIgWv_GZ(@jR$$WVl}}UlIHIvM@ZPV6+(=P(57&aZ)vQiMso? z;V9G|vZ*Ohmbkc#1s@Qm?}>CbXcN0M_)1PbQEq8y13Fi z;Qd@QvJL5Qq^UryiEH)x0|z>SDIl3`s*s5zSt-oO1S7Qma>_A+BtN4#l(y>#Og7p+ z45zin&FDAUQ#o^<;BXl&3=QKtdN&@|CW?`EtDDT9E>nn*f$vanr1CbQ+pho-u%VNH z_WQ%9=PzATEvf*jJ260k9&Zfq00MP|Bq>c3sHj*FC%)OUd$;h(Li(dHxQnDkPL<`i z$&X?kOv4-yR(Xt$k0r@ji!vT7C_XWgyO3&V31beTJwfZOPhk;%yh)0x+s&JIdzkeF z^l#599bn(lfFeNqKvkOqNjIA?Brxo@kZP$HrayQ%Bz{-#pKLCy3kZ;5S<1=%xd)*u zjapl~)sK-71JWjg9MZC)%s5C(Bxe#LDE@R9>s^Y_O6@Bl{w)X?I6F`vaM(^>?A+9qVgnzGm2&3tNK(W;IbJz6H8ZI}UV zB7GnQxYg}_+QOuWObjWwoL>|9^N&B)Whuf%tiKV(APT+HMoOk9Y$b)Krq#8_lv1K* zn>5Mzk$99_@`O3Nv7ijh@`P@{`plagq{W19AxU`>Dt{l<8N!Fab4^oiuy8zr zy`|L^b~bBTh)9ozw3(XkAi7VBISG)NkEx#o4&!(Q%LNNILApsljP=!J);kicvlFF&~CQz_mIG9;nLql98#-hf z-CAKuJ0>^=J#>AF5XDH)x8?JHXd%=$b2bW3mWPb{A{&{I)ZGI-Ee_~G5$S873-2i0 zwpY2-6mlRTZ&Bi+B8dE=PCv$hp0UGj-vT-YgQ2P^S{%*Qp&@C)kul#3hC?A^MNdmJ z<7sS5KPEjQPpVTFg(nYcK8a;Q2S=4i-&)_qnr6Pivua0t%C5-Mtn*_-JOuwBGvqkfBbl< zpR>8i_`xV=V~>?&QjOG?I*H-r_B(BeIc$22cK#8W`+lH8a zrX=?4a#pHUHt-*VgCp=e%Wjjp0GOqkLdttEJJJ-rz1P#|ec)l&)XyueCz-j{sGDZX zWYN_Us;V~WmkiQ)RT+fs_xLUJ=`-2R&W`YEhS}M1Y?VWDk*D|t1cVdGUz{01(c(eR zqQfK=yF3U?%pOXcGr^p`nZ3+;NRLbk}jb_(zNVel-oPngInXHm5s?qQkVc zwe#(A{_|WEiji(sl?}~#60MI6*t-1K%r(SYgM=+>>1=|j)h7q)m@?hD?d;jJK$M{f z$J%;;)lK6CMO!65oV%u)@uT#W9t^#Ht{!0V1+ILAKo-@K_yWdT}-?_hJO1K-MV*`tE^;Q)g++0Dn@1?2v+Q%fB z10$2IwIYcft*}7J)&;>&7y}$53D>0wi^2FZ`>{&YpqQubi>6u?&i}IRFvZ9 zt)F_Y6jbrVnvd=-FYmwhsrh4 zuYA0|c?y2T&>3+H6DV#>8MhJ&%w(9aUezvMlZ~eFeG1EkNuq4R4Z3o0|C7<;GF?af){XjuMlZmQ5p8 zbTeSlWugLdq0I{Uy|_$EOG`FtCT_0uLd%vdOPlGG7)Ahz;@Qb70&B};SUIt}IC{dw zi6#^)E|fEq_Ybqc*er^`%AN>{7H)B;<;?9C+zv#Ng49DUR z+b&aCopMRsU^G~le1MuwTknZy26-HWTSdKHzGBojt4%A)yz$X}fq^F|-&y)pkCn#w zna^>{Z}kyT{eyU0-_+Z@5yDCulYi9XLs9=sMk`%iFrwB%V<`?9C6FYUy^ov=-Z{tJ z0DB#YQyH9Wfyr9#!kycEOqQK<+N!{^1PXw6^f(AFA@iK?))p#-IL9FaB$8RmA7sR^|Q(K z6rG%s|1fIpA2!T$QA>sAhn@_N1Wta7e*LR2JSM07`g`zB((p5#9oN-XecJNPH>eM6 zY3Z*C$D$n@J>x_ajHSiuOJDuGLSfUsfw|31iUa3a1utLD^4k9Gf9=SBoy4wl?C{O) z8ZN${t@F)yD%1}<%<&w=*72zQ_|_s|^QKM3%wZ(_I;NW$Hngg%UTW^Wc9dkm*+O$@ zrBhZpxdAE1Ju6>5Cfs$hb^LxT%U$uvpHa)nRsy|{TB8g0 zubKjrM$Eo2(4~0Vmn9SsAMebiINT4Si<-?;pb_omNk{QSl8HYmEc?4bzrhdimem|_ z)S*PZ<5Hu1jx%(}HSaFX&*p;yYwOYP|L3dx;)@36+i*AQYi4#&_hdBtS#!*evy!X` zJ4avZXlP8L(Q^lWJpr+HVqt2Rr1R1mB17obbK>@C;Xw7qpu;>Dt$<7nOzE66WMGbN z`$fA0%!~lk?>{iQ?u31-s$Okp(I39T#}6KVZw}2 zR{OM2?9(dELT*u>nZowjSX-M{%qI0t>b~RCn*+7#9G8R`+r1!gg;&v2Jp2}?ehOTX zX9S#?Psu?oS417$x`fuWlD_>$PR>jkqGFtonGRW)+TB^_imqet9yDn?F{H)dZ(-ap z1Ug6~TFwzew@eD~sSI`*}{8u@;_vV7pJ&i{FZ3Wedmm|ho^p{%PC zl2L>hjt~v6XJ=c$Z1&&cy?@m!?ZDw4Ga&v?7A8RNOX7gkO6A@ngMvEgeR}t-8gr2f z!B3c`9P}U-?|m|Nx^CII5Gi|P?wOgwc`+Bj^U4Pdvkl#maA)se*SvDu3NXIr*I7JTVI zWCVcs#axCziv=U>gK{z-oTm|ZjL%XSEi-1FcT!d1Ky;YOuvpGp=;}Kxn6SI`q|A!5 z=pZJ;s6^~3h-WZ=8aF)Nus6wRYJnPwkY+$<+4J9}0_OkntlWzC&Sj_jsb$8_uJLg^ z!nyY70Ft>0c}%qZbJaAz-pC5$I^mr#-pz#9<41H2j43Bu{`h0?kVmUcP_Y`)r?3Ef zvl%Aw4z{T=2@6l?GUKS_Z=o~0{-Uj`+q-}N{yBEfZZ3$Y(eD8-Pi41Z&f1SIEbwFw z2I#o@FWJnJ9z%vkkR>GlGD7Y&X~oW+j``PE$D%agkyQX9{&K^NCneh!?W!_V5+ZY| zGw`(4++sqKlcG?9AIiHOsR^{nts5AMYYzukB6>IoKyRQ_buT

zRA$iF++uwhWcQ ze}c0zlvKk-{3_55x@m{w9*=)hsW`Is<3wc!Y@%c#ME)B&)TEaIVUH5kLUT=(;aBq8_!8_>A@I(sFcAx$_Z(QTU?adUhn<$9m-G& z7TM9f;GJpd>Hc&G$Bz%>olYbi%EG-`wYX!^L?r-4UuNHcMkayTrleQ=E?(iRYWtRR z4brF+HDGHrl4^+rGtb4!2`&4ytS6hq1tpo3+jP#-XgsFhqF?Xqw7i?-CQpeQQ|Zrf28W#4@)N>7(P2PGIFEpFJC`2 zOP4y+!4HmUG;Y!)gZAC~9!o(P9UU!R^ag1v9aje-C7lJ|>Gl98N8hW9m@P6$&>yP| zMZMhst>G`@7NnZVgOYlb?)e1Wvq2iY((|WJWzwc?TxdkZB8o{K{_&MCy1j1r{l3;W zhmjGYO#r)ezekltg9Z(Hl1Qj}Zfb_FQ(Zg9S5NotLuX&rm5=L4!SmppTl^=c?}~{E z@$Rd#-SYj-q|FdtFL`aIIV+$3(ZdhpO_=Fc_6}d)qvtfwo(pdu1hC4nyWh7XN z=Eop4?xEz8O2-U{-%Q$K4d1(W?+zozb8rk4Msg7H%J>8fQL& zv_TU#g~n<+G2l6){e%|z#qButfsD26VHGEy_qt?&ujs zG&0CN+Roup7y!hVfcB)5_(0Hig*kFQN2^w?!uX9g7H=sz7lE@DW8}cW_EF7;zZ*$O zcE_X%A>zS#kF%mrL3N`}5|uiSwwg)48D1eWn@R#mR zT=`(=kf2oF9o;;4Y5j0qswB;kuQPZly!Rtyuc0}?2)_3W!~uHmK-{(}UuK&~wZ_5R zph~@0t*TkwVQ;p>ba(eNWb0K+Kg%kokZ~{?`tM$BfmJs2i`bh# ztE5gpj*j1|cDJLkiOC7%N{$TD%zp$LKi%5e+9&4-HaK~!-%Or;YRRwNcNh?Y(xps; z;?bFlisq}YGtCTq|+v!^h=rD zD)~{wu^L^K&0X{+D=ZJbx4mUkwx?!buu4q_jc_KeM=m{MqB@cmZDh9p&PVk|4zI6J z-@B!2^T(=<6eClQMIBp+de+T;=S(9LgK}PC5vk+m(vOg7E!(x5vAWJT^^tn3HV+Ka z2+1xyzxMYSs)=k9^38V`&M@@sRzztU=hE<-%b(C$cc#j=9a8m`ov(>Kd?h&*+|Y)Q z%$9k6zdMP9WMr_Cvu4#|~RE^E}?p&d$ln(P{F{M~n^q zv$dsv18Tc}e)yJcrY1iy(>0z|q@?CX*}eRZ-rI#hxyn$$KYdn2?Z>jUeX0=&_f@1|OJuTKj*fupf-5u9M0rY>#k(yetFe0+F9aHrxp}o#n$K2VcDjpbFBzKMy z3OW1gj2yhZLrs#Aq(vks8AwnF$TOYWy(%m-`9YsEOE|2B1d6ZF;pZ=2gfsMGPvUC* zkv0en+$zoiT%Y>uS_w)uBl-y)=NDda4n!LP<#-WWpJU4Z)tC9PC`B}Y0q51G!%kHa z@9hu)fdU7p@n8&4z-7URX;iPKE>nim{ucY>tgOs5qv!3B>+v@C-yH)<#D978yI#DQ zyu7?>s?kbflO2Jj7_29k!`}W01 z{Dj9~cvW3_|C@zop7OTk227w*S*aCSGo2#2X=Nz!pj}C6Y3U$>f>h~1EIVn!)$Aal zigA*n*?4uzo9Ztb9UA#?I&Y{?)d)m#gE+N@;&71u25P_k#aV}=vDcWxdeM3?{N3aA z?i{Gs&47TM&fQg1Wh2m=0M_n!7*VIG<(eCL#Z=K*tTYLVc z#lZ^WA+qlg>(mSw>oWv&#FWCXz|p#ZSHk~xQt^k;Fmb$wVB%z6fx%E6 zFdQ?1NO*y3>Sk`)`mQLU{PypUMYx_qI)1v8Q!i<49|R|UDPJQTb{eF?9hI-@6~nRvy5vqYX7oo{?JbY_UYtWoqXlIj2nr6SyF6e`*- z>4qTXG6}m;C}-N3eD}iTm$e0WaIx80SoW-T3)Lg%%C`*KZ1NQ1w|BR0SLa(`HW=XA zwryMYSEmb>^V)lH5E#`$@7QlYKRKmt%p{sE$^O@TJ05{_19-Y^eh)7FeRXv)e1b9R zLAJtyBaYTXdieqQtFHd**A93G(iz?=Z`ibHpX4WgZ73RaR=+!X^%!Zv)^5lb{E?86 zhP7mcWOo$yS6g-e`b`+V(te(B1&o#voQ0LIa%X~anSJRCd96(8=PoROo@a;I!P^RQ zf^$mw32&CsB6iCRN<;vVNDNRnZrWtew_x2Bh%Egurx+yD2#Df@u10nmd%M-UP-*;V zx-(fsW%sK%%&xgB@jpL6@SEphCzZ;P@$(!T7`IRoopN1?N_0%GKIXc9EW* z-c(13+PyZ}(wq@f%oA(P=6aY4#e>?*nv>;FGz*g6PS5?gTF-9X#xkW7^XfwF8t)Fe z)0H$G$HgT$+H5LC+C6C4!+9gVz8}wXn&83CuDv-DK7+II1PWoLpR|95IwXz5z@p_2 zv$Id*2-3~qMP=vf>diKkBKJ3@ZQY?3ICSad?&;f^qL>T&aoju$TpyTF?@rDa2-v<~ zOrKR|HM4S5U#_^jr+*!Vdb(Cw7{gHI<>kj*hQ3$c8|K+wq40d^zj>G0h-_`kmlCv6E;EJE&i z224THK1ufHt9=zg56`H2%!Z4SKI-sjw)xfH<><BVR|Jd6z#H@%tQNqZua^@+h22 zI3HZS)w{`c6rRCmY7IC>BG~!O%gG-p-5>zBee)aaUfZ4dP-zpQScHpaOUpWnZR0+K zQ!k~4C>pDelB4+0mIM>_Q*b#GTl%>d&P!7PEd2bzTZX?7^z34*^duX)akv*^(LFjY zQH+c>?t^T!|L#fM$Lj0%BJq);Or@*%JHCK-{rqm1RI3a;HswrP_Pi--21f8hrFZ~g zx(g0OCUo|G!)hi88WKy1V8Z?ot`Klox#`>{019vUnTM%c_c=ce_$NFH!mc}U2S9Ld zU!fKsXrG}jKnK7!1%=y#A^(2pJgT$p9Xcosr_&To1hg~M*WaXeox25l5Y7}l^pG?S zk38N6QsDcAl>rrSF2!6iLR3C4Dv}_~?M&sxrK1o(j;ev^fA;RvL|!9pS_SlzV2AV@ z7LB}O^up){fI5a4mzPwsS0?seu1;I&fJCF*tmIfZ{q7`z#DqB z&)oB~_{mHH$$^qM=(`euHa{J^Vy$%@R~V#P85B{+<&omDDP!SFe<8J*&^}7*$A{6> zXx{Vqs^s@9|E3*QK-DueVAnK3QbUI2*Cx$3EiH z^xoVYfUitAlD0@jzSXgll<(&Ar@{FMHY@QyEuoWCLmh@L87b%=>!KBo3Lw+b#NGzO zyTkH8=}S{PVf=VQLbQAbhnxsP3rRzDbpoDxTenz{SLt#o?M&b?B*k*XR0+jQHMB=7 zU`m8!?S18%MQ~4H(Xw^xa9)d8({AzgH6zm#uzNIb-dsRlr^L$XJ~?s_97WM_8YX^O zZ|(q*+lg|AuOI-=V^6W$CMlg7`cyH&|6%M_F2tUqQW*+SHA=wfEUNKn>6K6^Kn%pv zuiN7fBLIQ-V4=|M?W3TkW#U7Yl~ST6gEPH{4mB45hQ?Va2&=gb{Qdkwfk&j6yQZ~v zZS5%SaAYu%%u!fW6%`aj)Ye?6H9-g{TF8$jb8FLTKR&9pIBvnD8@vm5&;wfW()^4g zfMA9)PDTN@Y*;M9ha!kgi9;+gYt3c;;MD@hkO?vI8%>#b53x}G<877EsT4o*lZYSU zVgQ`AUwx@?HkR=mPoksd%Tr^S#zjDaZ5(pB-|fZjr(P=RgP3dbihQ>?0c>0*A;}`G zH%>@kjOeb^De_Dx?e*iN;=;;Z-Jl(ur_pK`X}=?R>QqDi0OLjr8<=Ba0*$ z4l3u5QexXTK1!DtOwca@O&fdc8TKE&8NdU&zwTOnR7fp$y+A3P`*^&4LOOiD91elJ zTRNe5hYQ@=o}o+UpY-V3wX1Z?hoDeE&)oJ~jo`#DqeI64AEB5A+`A7vAoQ6<48v82 zs9FyvsjixYz9`Q8?VmqQEhN+yqaX-K6%(!qj4sqM=aiTf$9&`Lsl#4xkoic0A9ch; z;#H7X_5v=n_qCxuy7vANoqXH}#!_iuqQUEbuo>dMUF{>qys*G_e@;guI7)k*c87vT zFj2FGDI72a@96d_9@AMAaHhN)$+5`;{)n z0D$q=kF6#sC>MJxT~>8Aa*dm445k{V!6RG{Z=r0ds=D9m5%T0k#AY2%ZY3W$YiOkS zq8NN}Dz;OSUlAKz4mTD@0jUfbm6a41Y zX>kLzYFT1yt%%89K0dckDtafpu{taO-RVzt;OPE~smt~+X}N()+KAY)#X5;ltqdjo zM3K%cvS7|9E2nV;yTd)(Gb9@q=3UwIGmqbRxJI_v%L5i4w$I%A^4f|}~FMh>Rlr=;VPU_=u+=mEmrxkx&8s!{3my^$d%CEL`XPi(VaP+Wxpsg-b; znLOr7Ue66;h8*k0IZo&hE@*V^l{?2`ZA}$7?^OV7o2mEq;f@l`32C!eOHlWKRiAQ1YBQZ;_JyTD%@$|TGu2yaBl30S#OzKu5@U8 zl*rV>Knf5HAGR-gnN~ZzM2XJ1+cUQXnloLs#?2Rv1BE-Phq6-#bWbA`ST@USo0T$D zd`+9{RcsSBK!bsV9kee*1vLZGlAjvk=@&;%@ql&c-qWd|Ys9H;`KNbPl*QSmlzuQ@ zba}(~l3ZWw5QJePHlFVYdQ`rR?P<7XyGqNOTvj*DA6qMemUn3m9Q5*7yo+LNpM(}p zle(K|>d%j)ks)<4$)P;|p?sp%dw?8`qUo9$kG39p6$*MMs^09*S+%6*OmLgd>isBEgy{3~Y9gGIGE|@@=|B8xop-ynPx!fkO^=Am z2JdI(zdff**76!WeOjYslORX4kQ-|lNVf#)`&vVDF7}W)=fTVMpO`EzOA5?ue0}ge zZOIv5zSL_RrhEEpmzqxr$(5sW#c+5q?4Whd3sRK+ldC{{2g=&8g{1GIrJ;M>%vGjmp zYIgkN`%kl&&AxwXaQU*lUj{DhG;Und>e4Ii8fb^-jO(_DrthSqmTy7XzJ2?M4;}^y z=Nm682mQA`J8a;H4_~l$Uy7j3|qGrj94O2035=+G(jmn&2`-Fyv z48|R{h}SoM9r$)#dtt<1e}EXdllF-SzGt|HyHC!I5A6ZqXOIzZ9s2}4$4fTy`3U~U z3gVP$(!fqDU4t#&-nU%zzItL8A7#fVqS>>`P(Z2SIYn3KM#3pdCn&`dn0e?nSJm-K zy9;wF$GgBeTZ2)QcUaFwP(O7u5cn<=GY0(fADOSkln4-Lg``1h%{Pf3bvf>Lfc_b| z25Gts(m3FBZ<(W18bSzwGt!c;ZF?g3RG_Gu8v(%4yAU3ks~~JK%|F+ zZ{HD0b>DN?uvug(cHDrIPQ3{)M>LmZ3QL9ZQxeA@=qcV{N#5?HCPI;7M>%FeM2`@}kCkAPsH5<)pfOMr;#v8T$TRkRF8mOq0 zP$U)Kj|*WN*|+qRDuLU(v(#^xfi(L3x(J3i4v~F?{lBWdgu4~#C_@6#lqUtX&%b(s zp381sny&lm-jM^MqLoWz4Wn*fXEf#nR0^NA2(tLhvivQ=RC~A497Qkh2hECenRi_; z5gkHGO;17%bWmoR%2RrakXL|`8!&+APpIz`)cf~r1j?7WPuqDpRuu*bjc8Vilx3y6 zZY}u80?^;?hc^sj&6Yp^Z2RXNY$SNO8h3JeO#|m>!EwvJvZZU^%yS{oD z$@YUpnTW1KlCfG(yy6&7^5zC&bcQc7Uo{EaSfPkASlDzS=B1BNto34D(g7dCv5-Vb-FO14G^@~<3vW0D3Scz@BS?|ew$q%y;Zs@d zr>S7yvfFe2;Sc7Q(U z^)?m*D?0zllY<0Vd#2Tp2sociZ^%(nGcj{B9y3PJ_gFLrcwziXm6id-RzV?i2+{2H zjt5Qv9Y{~WFxA}<-{HOBq6O;47gCB424{ta%s=yp-(Jkl7JPOZ!%%$Bbz+W;8vvPe z?*WTy*?@N7dXl(Bcul1%w8jJj1EYlt56LNM2rCu=95fg{?&_rzQPC7di(ltbq@)aA z#_KlRuU$Q~*U?o$a#|KY+)GPKSyw}$DF6LYOG*~^?#?d^jYoce4Ct?EoBksO7o})& z?9gmmKZJxL1qJU2p&l+cJ$L^6V2DK1Rr4IP&ps%4P-S^xeFLu_6`sd>yqU9S+crb% zwIhwDmG4p6MlrN4k&5tf>+;Tui;uReJa78eP%+YCnzCH6*W2?O=1dXRp@F%2Dhmua z9uTrk>sH+!Pyu`2Ddw3vbog4dsouTW$!3aVA0jd}ZJz*aBJQiVdwiQH5Wkwx@xh_x z*Qy=$zAY^ejw#MPn?OP6Skixj_m_!-+hzw~>!T2kk8Nr6e!$AVESsthyPq}h>qt0X zzfNnz?-$=2nhJqm#4q_#joHZ{!4G8e?08z%Z|G6 z=MygsuZ*T*ap>?JLfbl@JLrD@`Rjxc`v14T=>Io&^j{b9+)^I@+5uh7mkrL=X`~q2 zQ|nSz3x#?lMS9D@<;{XBIyF}udpi8PpmY3#!p|kYQ-Uq_315Hxzx4F~>stT6S_c2C z3-SA&X?efv*2?SFX`h3_l!HC(l1>mRy6(R@j%iZI4%5$b*c8ZZPc5xuh6y!zi!9I{ zLgUmg!{e*R>8adYSECK$*jV~oK>ysVgFzdJu_l(5L2Tq!Km1@>vSdPiFxF@LC~X94 z@0RgCx^26}*Jt#7RS$!3<_P?5s2_M?&%xxq#wIc-@rtBA0tC}5HJ}`G{UvhrCQmI=J$cmH*S62~&<4Z)d zdSq5azb2?xuUi{K900uxVlq~kV5W2UX^Uz`dCi5x1mgha?n%3u3!__{9^osUw3pYu zf)aHuWi8d1 z-9^tj^evlEJjn15vr`Kh`U0o5+CM+pfH7^V+z4`in>dQlXey{Zx+`KuE}c3Y1vXEU z*7?rTy(~SX;Koc|$Im_hQ7b$U&`ki0CF2}YIs*ki^?AJ?r+*QDk~n!DeMBOGz(Lfu zTl<~Is%uJq!Czm+){)we2`ZMWL_p1R15@E0cn9yup+%UeL^6u$?T`@jl)St-;88kj zKb_-K8hZdMx8v|DPLc_H_6d;YAS{a%xG2e_xIsHHcCSc?spI}BMt$sJczT}9CwpW z2UB68-r?((Q`>kTo@o71-ZF)7F^^NJM*S8R8Y+ghRGkL|6y#Zn-@ZjvTSQrZ{k4Px zWDU+#&fyRRk>7}*HxGN`_IEiox#gJ>G0hLc}MndR)=xd*2|AZ6H#`(GaeYF@#ka61SFm9gg)iH3yt zvM{qMUXIYDjm=bVPyE37euv2U@QO6*msnvO`%$Gy8_SkmIF$W5t|CzBLPt02I6MZ= zni5tS@A`0~J_{r?srMRU;)o%EqJcA-N+2&(I(|RN;MZqCP*_^!w0Nb-&C{{{niEBY zPo`|^jmSi{t*D5Tlan2Cnjv+-s$(Y?f(#}^v}a&|5@3J@Wh>v}d@nZeJ%N~WuOVpf zYEVr>nt_QDiiKV{->YBdK^=s5?`I%FGo*{b)b|sV0_oDAiaPgL{Ean=1blO*%L)}C zA%$ZvgcE$U8E?-8zfzj9%fZPLl<0b8G153r4~Uwhw2 z12XU~nnFrQpsIn=n96#jspKMj3b#$#_wZTz-FM&F!@%kP<^{IK{NIU{ujjiI zrHvKYH)w7M(twaV0#vYc$jf%D0}WBs+8je&N8lRdww?wwXi%$M~08SJ^akrW8glUn%LDQVu*O}`TP18iBOw3K*H#F6J z#l6`piV%;Pf^)@=wIL_pId+qtOz1j-e>97tgyl6Oeu1~}Uv-m)SzT)~dAC;B#T@p2 zSo1G@5&;2LiND(XEU%FGJ4@M;M*?lsH)pUwJ#=Hs8D(|MJC_}t+$)`~dS~e}gK8?C zgveng*nUF5#69oGS4d(P zwVaz9OUo{*FA2^VPnoy0{E9p4@ilk$_QJooGmR}r7T;r|!{ir1c!~N`^z48sx6!5| zXq{X5#~SkHYm2rc)|`W+Gm>isVd@TOz4guNvy@`dyLc_Rp65Ad7Z-mDki%C-YH!c&=vr^1_b_VN)~9v$Jb&f) z=CMw!&-;!mBL-5FySYN&7#LIZIXiNWf;^~prM0hO&%R2DE5nXN&43JcLTduqZ9tOC zZj--kS~oN>W_Ur&tj@JAn?7p=8t@YOpdhnW8;8)e-Fbeb%vX*4qvoI1qQ|=BVQj!>`=1oBhHq#p&kSvbik_PIrp4@iBCT z%5I-S{Q}Pa=3{c{>K7;1@OYJ>h-C|9P>7F*e_D0#Lmy>PhT zb!swo0i&9IQX6{8=HCAsbEB)0_Y3Srsas_ZLQ+;au7kjuOhdk!^=27jZAxZO3-}D%aa3-g6LA-X- z+pnLe-`tj#mmcTmcQXKcz2oXZ(GM{C>q2x7*(Y}ov{R}HE`^Npz0X0MkRaoY*=q!G z3kQ=#k#Z_4V0ub`sPCA7V|A2iETzoJkzx8w+$*xu&)H7qmRgqx^=2Sa5L8%u!phL| zknw}tza0U{Vvq)I$h^q;SytZO-X~V(vQ8+Vg^8p4xqZTE4XLi}0skR+E4wDmk9x@j z>_}w=#qolgytRygYPU8NMLy>x3MWXtwZm~Q2D2|tf#f`vCwgUVl zS*5Gf+y1%#Y9J2^pRu@AXPY6DXEN$8z^g$T0~*IIFVzhxEJW=fI49G9eGHI~?)iVj zXY3QD1L|3S=I}&aOq>$+!nJBBgCZmd858>@TBkZ;ZOMQW3{sL%Irz^QrXAkCNBqx8 zCk8l5$Xp1dfkt&R8Z=axBKDz>IV283W5-?iShbf@!MVNNB&D>|h;NI?iz37lV+rH} zRvu_QMEgr?@OkXV1H$YepEp5CQ4l8L36Y(9SJLWTd!KMkWJd@t87n-5K2`)FGQ(Sx zHQrccXfo)5j`Du++y&bo0Lc#Gw2EgdVQ?yOBe174xHiydtr>WyjKHTIzVirms3cK? zG|Kc!azP0?6wOA5KgH4uDMJN>2ZR)9`0|or%&?aT=*og~B0%Kk0I1R>slb_5Z*KOi-=;8zazj?xz=3XlK^9T%*xZ%R)F0Ufps$*ky`? zG3-W|O#-oM7T;yniVK0XN1GGmQaP7v>HL5mQ85E+H3z8gE~?N(=oc`-i9E z#AyJESO8#A^MStRBW9GzJO0Fk0!fZDc3Zj9yrL2f4fC`z8x@G;lI>jn*I%CzbYxDf zbbHJrwXeMd(Uv-w$_;@1E~|JNZp5&OqD)1#FQuYh9pRmJr%%VhA1I%4`Bus9ng1n6#Y1} z(!F~2G~k8H*pV{GA^J@XjF}%2ov{p@i~c@*l7K$(B#-JDfTQf%H#ND5H4-pFqo<%W)q1*>L1963sfpd#$0j!YW1#rnSN`VNV zO~^u#wWYWm07?=%G4&DWDkBsUc{9sJrV5_lzsFb>T}B$i>VmRRB&RqGj)t+8j+gz= zLmGfP!b<(?OMUO87dN%}Qxv=Hs+A)=#>TY2c=D?Q^xnSU{y$Mv#>-+Y7XC_l*$Sk!Lk&I<3G8LOdl!z!93YDp7Fl|vnO4)`Y88VcRDYJ@- zgd$O>6d@8x=>448d;j)tSnK&e&-y>_yWVF#*4p;A)!ltx-|M>0^E{5@JWg%hf+q#H zYMLbt|K(BtYGGq~zC$^@&gSU!2Lk%4l{5@&nx|x>7VlBts9lv(rJm~e1=FD;{u9vM zA?GhPLRc#6^%K5r!V#5$Ct{OS+SJTWF#!4xMwB zKgj49s79{ueQ)E+uxFwGvR5)#wd7{?8QqQ>D6|Y(VkG|eU;m$RKL78nTNsfh34ya+ z&sUuJ*oFu12Bzo!os!aAFWV<+qu_CT1&$08K#GoCr^@{6mysSNfR=_x;PDA#YC0Yu_PipMh!h73h21U6SkrRQxTdAis-Hmqtq{*e|0NV(SNa_izyHOUm~$Zuj7{1o4DpUJ z2Xs6bJa?3o=?I`lNoi>yHbQX2?FhLeNwUY&i05A+Fzf$6f&9N7v8-&c>;%&R#1lIG zr6y!GT$m)!M;_jqz+hqyT!ut_w(4k#1j(YLrwskgUQu%k+mE8j^+^sXh~WARv$6s+ zkVQkIF{c**(?vlSw+7LgBYl))cHhyTi^8Z`ixwm@p*mTH^jKhydkAo@O7AV|Nsk}p z1rpH&Se7{XY8kMP)E$udJ+@2BH&GMGojJInw3^TTo1?+zdpSD!(PXg zMI)c^Z(|_p=lSFkQt0)8+5PL6*?GNc&CQGunq^RRi>sB%Jtj~retxZ{??}=}jk)OS zs@l$W?W!`@AkUZ1Oh5yn9Zc?#%Kfb4%I*v(E(A~$5F1(cA+Q-yQIn$wYcQL}3<3CL z$Rv>}fLV$%4FyRW2>5B*0HnQZ>C(*UKcw?Wk|{7{X#>C-OgtDwqCoE%=&kzbP%<^~ zlw#3EjlmSo!#pHy8Z4+$(@D_;_!O`2eKN)bXirUgJVXRWpO(Baax}qJ#ghS6;TYI= zS8eTE`-*uhA~1v45N(q*bC9ypCTtEf7KBBU2dUBG_fs8FfvW#CgG*|ucnppB)kk3>a! zRsL{scD@xOGlWU4#?q(JcRNMJ=m0tqq2_c=0w@l{Sks_ z00EVhl|4ipQ?fWN^Bk4F-lu&UDA}f5?1qNxT6}6k{^8w;JBPO!r8bNYuI2PDu*H@} zd2Lyeu->CUXUUjXJ9*1eO#$oU+gRzy9nUN$um;1iw{12g74M4^W z%ROioImV;S{ny!MZa|5g>9}2k%~tTJyX&dr(rrXTS%BYPh^*_BWsD|(J;Wxjo1K}N zS?p#OrPYM?vtxsQEc+9Tb)!?HKBP_S%_)bw5Y98J-tXTHyE5bJSQ_b_gW}Opt2xP_ zF4{mo$fnO;!U*I)Dg&1Z*w3vzMJ)nGd`Is26zwlPmG^3BL%A*A9r``nbLF|++fug1 zQf8^r=frV|Pe_1N>z3+KiI0YB!biA>Jnd{Q617z2+<~L39QnZ5a+l1Usb2Z0nu5td z<8B8`c=mLe@Ww{$05!1Vbq%{7u!$s-_6j z3Td<3u3&LNTDzxDpMH$H{pLXb?wkK>KkGn;8XHYs-n5`0_SWfXFTXw+aX!g}=2VU3 zS0x*N2hspJ|9CMcYqRbd*MM_(AW%i!hY^Y0MYqX_cw^Zy_wTcplh0-)X0GTIax}JQvld-VD6895>3xP ziu$;D6e*}K8IHJei68CfzYF5*Ta#IKJdEuS`p{9Czj}zth@>9@y_tE{%`*CmR)1+r z71os-WVFb@e`ygMmwI@QXa_+k12iOsd7XXn!sp_gg-0)AaVGO}q|=hHUY_kaR!os- zsh7qc5pIeyoJ(fbccIsS=w3$z+r$+11OB06M_N4V54$=o6BMR*0Y#$7PNi?3pFbHX zo9n+ZuK_n19g$_@SMa^?4^6NB~i()26;{&XFs=T!qBU>n&TK+pl; zIO(z?ntep@!1Pg7tkTDQ`j3HF7ElY=>8VvgAd ze>?OQ+^^#BCeDlm-R=)x?Ei*jdFSHon*lA=5(vWh64M`ngdt&e?@>US!)Nb-l+3P(s4hMj~7q|H;C z1l0jb0~=#F92*^=sdEWa5u8iIJrV>ny62@umT&zPdAC5q0Iy=@`4&_9(bGA^oJb?Q z`ySjMXLw9DA<>RwB{~gpVS3e+K6a-z1Ha|ne?8Ygb-WTLKN^N-t0~M(RcG5&0Vl7< zKf2t2@USk`;Qa!TK7e+fk^?&W&D&l1KMIriH(~4l805Hh zHG`<7^Ib1u&Ho|N*D5iuw>9LEhBjAZ0uHri{q3`jdles!s4E$8O=C&({z#iFfIE>8 zhpqM5uwkply0vQ`={F%MIYZC_{?E#=%~O`|S+_=DlM>&m-;ZeIDS^Kj)qM{3Z-Oc> z@bd&_*TriC6E!s(Mbne`PruBj{Kp+-S_f-PxgF6`#Wt*|StGQr-TKs;Km1dN zWnQW9xpvK=?z#=BP3tucJ-EwxfvJ43O=VG~xr20`F0a(D9ly$T>OlR};hTT{D@rGH z*0xN?zFGYR!TQH9txf-nSm6v~S!^VsTzS$jPpByp102%Vpn!mxMeog0z|p&JyR|qm zu}bmUr5*!P9-g9F63a%sXv|1gH^r11nl>3xF~ zs^?d)`~^zwW9cB5H;+!dFld>#aiC(|s&7i=L$X(08+OOMN1jsbgeI4inLTk_*p8o4 zQ{fXt#D#KH^?hN|B?w24_g8DXzue&<9+@J(#4MI-R3w1(geDJI5FYlhec83u)DvP} zf<;>k5sgV)#z+_HFFnS7w0QDWwV<`0x<)g#^};w?=SHaw9(Hgu8WOa2g`1mMlXvIr zrWK@_1qS^LrKxsnV}l4kb71ERsor}Z{Mc()iG`Xp7aKkG#R%0 zs@~shli5sBabu0rg?#`1ebZpvHfB>}=Psc+ zB!w(U=WF#Ld$n&m%p|?zWzZ~4y*zR(<+M)X>RoauwitFWyg9%u?lEEondnLO{Rej>u`m7n{DuyE5tIMfwcD*XFJ8=Cx@_4Q%g;AE(PFx7+sU`n z?-p%dVS5!Kbzt&}!dI{6p3v#g;R;BGp+i>a{OCLpD`bLoycm>HS60S0`qRa@xad!V z&J5(Y6LDScR7`Rke>bOdvbkph0b)jV*ksY7NryUhnP|0(EbiVBr-I4a*l1g zI5K==7)p+tA7sLy^?IM7FEKt`-_Cs$m2W!VjmkIhpeGhC?r%;clJJG|3@2kpo+zqoAw z)~S(}n&YQw%kd=@&lYj;6<-VN54#{UnB)REdVDpq4=Tht8yd+EFl58 zOXeUVOYHM3OY>XlxN&?0CzJFR*ki_Vr*pM#Rj=2y^0>BpY+S+i7O`=EY{Jb)%RORJ z@*QH2E2?{!hz4Us`hulFMWG&_cbxD3*hD?bL8W>zp2!ev@}6&2g5 z#`Gh`SWd3mUmq9;8vbE09jTq07oDv&dJkwjKbXeWxw${~+^=-cYo*ahOXu5#1Ir(k z?D4hUShB~`rdff{Q3@7BeK z!-6M#LCJ2{$M5eZw4uMAdb zR(FGy@QJIg)h16V!g|PMWu{*pW)BuTHblzKNxKtkSdze@U5=J~!9d-@Pl*?!zli!Q z;Uo8a>(p~R0dcngqvUwX3_2I55EXKrVu2@x~RsKB58%8RDdYe#Eiulyf87dG8zg!+YPb z>{a{Bvt62(c;7n~mb0$>trzskkrz6}3sOD!C=P#oxH*E|O1VQ_So-E|q%nL+YPaHzxqB?zH7oNt5|>oWe$z9g zI#g`TtdhKORPUU4`nG66@tT-o5Kd{9=j!CdVnkb4n&?FbBP0N~1b0}I4wrK@sgq4j zO}mtwHS0O`oXha_joNRgp;39_rjJGq(y(Ql*O= zul2}{0p7(;><%LQkq$(mIJlt2kPN|Nm2pn*x$3B|AKI*ti4Uij9LjJ0uzS7M<<&P< z$FtWlzmLQ7DP5k{`})IvaO$z*w?%yV&TKou{P76T<&z4EG1J5LqF2V}k)KzuUai`) zrPi`#%Vx=0fBfDv1uOb?Hs#)d=xoFJ6}fi=)1XUo3UI>~7y)iFzsjq+&JDKL5W^~hv=)nb zk&$T>*Ee0K|MfVoHcK4TVz}2h9bHGaoNJYNpDXOFQc`J0^qx71ayqvhY}VCrS;hIR zim-1&D1g0bm>|^)-W0y-Sbo`s8?--jMGkM*!Za3@`Q7Dr%6y!*)DAnl)iA6F7yj9x z^j+%)hAr+|xXgBTCG;82H{YvH)@;VyBrJ|#X{2{2#OcCn8?PtIzT-rzhX=mNJ(3Ow zoq|@UE@Iy#T0^*&G@K!iK&kl3+|IPm#mQ%h*QTpu-W$Y3yf|O*!fWGeBG{vnOEpIu zd>?Gp{9`XEoI<3{cP@-s0926SxG!0{NnUtFp8@47si>+utZ!sNw;8fU(d zVkEd;8tF(;7{7@fwJNT9{IR1i|Gea^PtVh2bjQ>RSQ1eZWqw{CfeS#(2|H4-XyeMd zecIz^wC(C@w>InGj_0j(p8jL8*S)w@aLs)DlcvrNEB%!xkG(u@d;B*)I$@(%A$u|j z5IGj@6y1`)k}D^cM}Gvec1#e%HS>H(r(w<)?w8$!%IU*&Ka&9Quw>%Ei#p0Qa~Ron^fGepSZrk5 zrPx5(&FGcI-QuC#NP@fGJ9hcnxKX2S-t$6n8nEDdBa9Z#H+!cP*bxr;L`bz)V=Fu9 zPZ)BXlww_{L4&^gm#yLyzDAaNMgzS;isc<1r1S`7I^Ox9$9oHRdKp6k)w*iaIUYN@ z(tqQ&Ztu?Juj^L4L4LE&HyPp?sMbk0dsXL_&aHtM zN3RAwEL<&E*HZW3ru5f!Q5{2QsMsVixR^8G^u)A6OmjD2D3x6?oO+g9A)LX3@#H|_Mtnn6mYe}lu7w}F}{%-HG&Qvzi|27VHhWN5!RH?@|bICenj`+Di zAIrX_6R_LRTl;O?nUs+n^c1@6G8e3&EIfa|@@C(i=W5-aU4lFP<@p;YnVc=yzC`mm zSwyo$@^&r1pCzH{TE&b`fa>D-MF`uE9z*m!6m4RYjw+xO3zVdX4v!#e-Q@y`>Xu-*aZBK(bWI!R}hx6 z(a#S7PSX9{rJ2XhoIEM^LXag#ac6r4L2mG_3=2&e@*=TWw8Cs9G?PNQKfv$!_AY}7 zq}ZKxGqc!c|^c| z+@+_TbBUjmOLZdcT-0GPkM2OJj{Sm<@e}j zRqD`usN@zd9(E3}MhRb$rHT6_5Jdo&FcC&tIj6-fPn+Y#B_xs+F&Kh_!o8eUzJpw4 zzyw;P{{nLmBJ+!itf#JTs4${R`Ug16D5^01DhP7RNG=ULRPSO)rENkPa*q|;^ohx> zlSnI(9hB0JJr8WCCbDb*7)aj^Ny=}oE<_%2%MSu)HGb2 zwsmr_sMRd+5mbkLt1@qs-xqbRQsCtY)duvYsh#}oZGa3F zeCf}q7?oRtV7uDw;fV^DyDw{8vJP--A(R!TSxY0+L#9_YXnE; z&)YVpd!yICylDJS++U%(o+W&FwtJsGRAe;TR}HqI{6l&1+kR`W{CjXf;lI+JE|xxk zmm;2#iU&1IU&lu?PBAQJgA856VCZ3pt}Ju6fBQ*xv(?STrhtNF9+JR-z^HQ%fBoft z+pLL)%!WW4bG03dndXJ*5h=o0X`aPChdj61gFEmQkXSLz+((VtdmTp-Gj* z=I@8|c_flEtr0vJG3?S1trn<4tn)B-)7gJHTKUzh+)d(jT))gT!EPYdRztq(ucP<# z0NOKSj~%iuPsUB~kzAa%QRDC*rU58B1nimV!)OK7pBAA1*hf36d{DGBM6)ja$}pyL zz}A3-dS`IlMWQh;ZQnXn-kK)hhOrih_~Bdr<%i$==_8^@sz(49svb4HSZHZTYdJIr zGOrP&0|Uf8o49c1Kfg$o!G}@Data38V762yW_zq3IsUYh;&Q)>{py%>*wkuXVcRiA z?!|4J3~4;9#{POy6X))$qi(LMZCX67T8NM8)`r!ThO7=$D48ERoLV;WQrljcPwh?y z);R0+Fi81x%8nhbvzN`@v%}+aeUASc?#`xEYQvaaP2z|ueIp%}(!`5J`*3oE1^t3) z)wb!7pakH#Q1>7I+TSEN?7o6cVKQvU#0V9YTW?1&miu3RUGz_Jxgg*9FTbL?{xaiV zzLY=i@TqJ0FJH(Xf0}BX`Rrm$ zaJwIdWcvF0T2YBmM!72)vsVicNe}uwc8ZcR-0;x8(FqH_eV>;nKi(9Y?;Omc>MygNB>V$ zmm7iYwfylCIG#Fru~Cs5QcNj)~$Slqt#!=T8FH+<+?O z?1c;0GcuY(-Cl#cnYe@&^)y@v&YnAWl{bTNoe`zRofu?LYXJtY@uld)P!ZP}mS?df zUV|z@%R2UGi8~TjUi|E`;&zG-UAolc0|Rb*y<37dRuz@T2&Qq&aBx`9r_BXsh(|HJ ze4)(fQxJzW$ZwYuM-cS!Ev+n zZB`33#0fALW+!L=ilu9F>DWwrJ9zo~4xW|YmrabESeHgX_afOwNg(KEG{0F|Sv|*& zCIL}R8dU5+X4fY=SzTIbAWGttJ%d^UkdHtrV>8G4WE0x&*&Z**v@K7~QNfPRpEj-z zq|6pFO}mb=@^y06=$Y~Lrp7H-5uyqR&b)vKniT!s6NmbH7Z?`E_~P&&`1Yqij$O$RQt%3`32YDUtP+dBu(jd+}c+}eV}EAo)a z87#OC!R!~g3|YET2RQiTw2}!ECInSFEI2a>DpH?DI?+RQSx6QmBmbgi&6=eN9b{3! z+uoNpCr=tolSF3RYSRe8uVdIz$_inFZ@n%1_;DM>`0EGf=%NnUxigviCMX6?qA#8Q zte&xU1>*kwi=JN#K-(KAE|b-akP=1(25F5S3f~$zWh7T&1T5Dtrw1Uq6DR!%o%_W) zOrn3Z6NOe%jQ7vl*7o)DQ{6P8lXSKu z@y0uIpNP?Bps+IN+tu-iSYgn1xe^0k_K(@ov(~|#?gP^bFx~ENk2tHb0u_Q@gd_LC zOk3NI$XfO0of9H84n#ilv!?DV;DS;t){6(XhkKsjMMlorOuR3>xxgXj=|$wJfn6+K z=lA~FEm6NiTX~-9@&rSEtGWf^JX_Y@Kda3ZeWSJVup-UAN)=wIB(OK7D$)nOS4pmlz~ceevrDbdyQ1v)*tRNH z0gQ+UrdJ+6ZZ&+P>QzVpr-_EFhA$3ISF^L*5kEp`FPwLNsm}{Z4B5qNH*IRbDXy(} zgmDKKP)%!V>%7#^_T0+}@OO&+jg-Zv@H3gm1Gi+`5M&`bK+ko-}EN`?n)*CG_cT)i?3GCzes4*c?&Z~Fn z-sOm_KL8YUS;B^p`x;=NHoAimXAE_8>hm8A3<)=X`SRs&OdQZIs(#Na;(1|V9pXSB zfKYYso{Qh`an?|f?4@*yTte4QO_}IXetK=kgi{s67mVxR(J~*Z>&n%uO5B=<0Ji73 zPvRUnbDmdngIZpsklohpFw{Fd*Fm-5Iz>2)UBVrY% z!)T+&AD?QVV;!4v$P+t>8ORgA&<<+5V8I@HLq7jqIz=N8UnoSN=ya0DBvT}!V`9vc zs7+VHShT^TP5Xj#ZY>OUlqeiH9M6b(30pcEKV$yj6kt||G~}a1?CY7CY6M)f&$`{n zVYtNQwp+Ap+4}JCPT*G`-aj`Ek6kr*$NE+o?%%%XA^EJ1PKikUoX+|2-|xx5UM=(e zKJ%U;?)q&+_;~+#LVo|EBbF!B6^8~VV%ji>9tb|sImfIO5CJPO2m6Bb*Ck`Tf?IkW z`jb2F9|Ed)^UWS(do`MNyzOJl6^^v{L}x$0&0XA({*8S7n)@q<+CxHz4E8vmy)-{H zboxPY+-*2$+=$1u48Sk{c+sXBr0>j4CU%P z_4Bg4qVLUd^WHV1&6a+84M!#NN23vP;CeK?yO|KJR=bCiua8#nlS>}05qMq)9VVx! z2UA;~3FC+`Rc}YO!$}%(+af!@ z#<3WW)N}1`zrEniCY9op)tuWz4PS;0@*ShLsu$v?cgF?gwI6U+M-7b{bSD|jnWM!v zU5A#%E-Mk%VlRFd=p{P2mlm!fKYN`LOwvVaxEGDaBhCc3&suVxaL)gt#fxu%sP>@O zL2?EOhV$likr)V4thmCla0V)1-?Zc?8@MUg=e?*YIPX&|j(hBO9xz+%VxC-F(Sn@K zJc<219&>VwL2Ma@+o<>K*+gN6c{I3qEgaV-?z!~?-}&b_3|NA}j&IRL?cwAwBcXZ{L=DL&4tcixGHC6$w zSx%XvPHKco=6z}D4H(slsSo`9{DuMJyx!N^%xiW#Lr*`_&!W;ZcDDjZOHBu<3?ZP( z;5MD9XB)G1uakQPc}$YwGs`h)UR3#`%8$r0dWMqx5T-Ef_B})*B)fuzQ=?PKU-kn& zCL^5I>}uI-c70k%qL;p%;@48I8iyyo@<*AW{nvfNecu`xKs?WF086&68wOs=|&QCQ~cO6Ui^6zhL{;-+%7{oW|IfPU$_O zkx-~8dSWmT@rHhhnGOz}NqCy8Y-K)^wqxa4TFui3eeK<9 z(>zNXm96yND=VzdxkO~=)9+!zDn`t>y1IlX6%l87VrB`miwhqt%#J(P+wqZ^+wNVv zbcB*6E|}8k5VB*(E5{1I`VIPgBL^SNE*o3Uc$4^h_slKWw0)fyFIH7lGom=`aAsl7 zqyv>G@v0etGg*9;&OpUYWIGLFQycT{9X=1ta-~7Bni2MqE>8xlY$cznt8iu*hrrch zGNp!ZBA?tUdd3j{$Li`mvC#Q|CNn+F^9LBu(Lh`}Mv=U-UAn86@%^1I&OG)+D$NWzsC)C ztS?A!*ZH*Z<9VAqgN0k%F5}ACKr|V+{JoJj#_8dTEugofk*S28E@;VT&2K<%t{dp$H=&362Qd3r?j&2S9NFZab zb7;Kl$e*GXwz;Ab?c?KO0(?0Bz!<%WkLo-3UJd$gRvf=%mk)PWn0c}@ zqAXu<=4RZh##5%W;>z}C;V+%~)T+oW)?vns4k@>9rvZORjDrv~_=(`U>XVIbac-)pyS)x|jd3i2(LrcJkn+t06{ zyP~=zEr%vYwUh7*#4E{^r*`p2E)+yn(mLM7o{n%Sk1ak)ZOcra_GF=^R$RH`NjrCc zhp65jxi?_I;zEVWRRUi5(5&OdA)oSYHO&tm`M5upm_x}XFoxTsV;IWqCAfoP27?|V z$x`QzGBLTz^GIWjrAWl-PEedjI70MmF$V<9x>^ShpK`JcTLdDJ9S@%j*s{f&oMkUn zS?XyowH0@6b*;iL`%Rt zDQ&LQ&{5wvm0D|``>{bCUv>2&!62I5g`8`nzevF`9lCtEJ{qu%;y7xYJNwK^r$KLB z7b{aaM+&v(?opgQ$fr(8L29GXqethDs~A}Lru(V--KJmgR79UVNniS!NE_n7SnE?C z=ZBX4h!L{p(A0B1DdTI=uUx-%-}+qrwG?+=#FdRRtFPdMq8sUmx?acvO2>WF2o$P6VNW$!yBr;I<( zUQp><5|?!nB~^iNgkH!Mpgr5#B^k2Q@mIL&Rr(y`gr9y;B+ zE%|Nj=lAc;KC6Hp5WQ;Cuq+!LtWE{fqk7+deLIpK(C*VOIW9Ill^B@vi9+T*yC%X0 zh%CEcx5MCed3J`W1EaQWYwGCeI59Dx#nq5m%@vD_G8%x`9GZBzi4fk)tkhQ%k8-*2 zZ;0H?zcsRZtqBMG=C!U-qsA55`ObAfCe$}2CFL%&SivhhcJJPh1Z)(xr9T$>Ez5SR z4S8xAw_MM=)b_U=ruP9cJ~&h^lf$|Sax#`zrU}mh?E;WD5B$Zt7qE*`wi2Kj$mH zWCK+f;6Ht-n_ca+Uy#D+Q`I6UT!%!Y1NjUIVZ-V$X&F#3` z%YuMVL$7vHyrqBm{CNat+?l$_-s-ViFWuy%qIRZ|c3wfolW_rW}0gL%Fkxh?t^-v>~dSTPE)A$tD9?t(Xi&r!a2r|o>!L_^cy z?z{6Bzr7tyx-RH%W0mw$zfd(o618Dr>Er>Sv3nRil|4PrF8iQsOsK>0V6Fjfqx?dH z7YRLHhJ5<+VOIS%`i-$uNu<_@rd8u>ndraDcw#xeSSYie%!F+UU>Bo}B)q6_A%6N|b` zIid);HASssrqgv%kMp!|AD*Ysmh(E z+oUOR)u!oV?*X}YH=&fgPIBcMr$b#ztB@^OKx7HF6i004d)Z1-4@N$`AeEV#$)5_X zJ=qJ--@e_QzY>AdRZ2e#wKQgz4B;b!VO4*2`E6M74q<<>7m=@FR& zdnM4WL_IXEV~TqM*K7o%%>@dXlmxW69xN@KRzlNELP3v}Ul#ebF=)brzfKH(|LS1q z%d@vBI9Ko30YvsFEReQyb$n?~52jCZ7rx|uieWexajkx-U^dG}RqfS)JTt`0!X2dS zDtzz!QnP&t?pw1aBoi3H+lG?J5EyEPKOPULo0l9su9<4JSE0t3tmOx{F>vx7tX8%S zb&X?ooEo|E!@~~q=lgOTZBY?OEjK>YgP$GPb@JGShK^27LCPn%?bZACZ7vfNUr#;1 zSOx)1{1i@x`Y6U;nF1mxhEn57e0)u|b~VMsV^f-8whg9q*}Q=88);wtRYf^k@QGKy zp`~$#_qR8E$SuJaGG@i1r6 zn9%=n7$d3rOLMNywDS`Sf~QPj!rm3?u|*Z1og#E7aoCWSJ+k|ICl=kofUsiBJ2^2gy^EX)xd5iUr}VHs zc$-rt?vah#wetrm(_VtXtPc%9g5gIx9kquQB71qYYbPOk4MnbYqIS0lsRmKXf9z`L z1Y+{cAF;ZnuizVTet-PEnLvzJEUWHTv!TO=MNP$$g=~C;Me{!q;Yb%A zkedFYuz@Q+kD*~zlY!L~9KWC^2w->kV2L-+s;a1>H7|V1ST0FaC&SzZVYsZ+0eU)^ zvzZ)id;JDMMKOw1GB0K@O%qU~a%vQrI~l`(ryXcg8A&_ka4#m!pTKqf)o4nrzFyb=r!j+i0 zaHWbBHa17mJ>X1<0H<$K5u<4%?hyQRNKh|=6(v*r=K;9EX0$)Iq-eW&0fS&(ym_NT znid2YmxMz|&}C8JNWk6im>FXZ(32VKw3Bx65nM9+#n^B+JN+>))DPSzS2p<_&^+q`*m7n&QwW6${9WUYgi;x9Nw%#PzcF#=T1 z*`wTC2R5)VjrTzi05^GG`57rKvjZ%f zi})tp{DI|M5t<4+@?~}PlG0Zbw5?+HGir7mxhpj+XS$jZ_}kvE^_l2t`7Zn75gqZM zr;d!^o{7Pd*oxT$&X>ZPd%CE!(&NWwq98$FgtH=t$h!q9PYKM>-o5K+6Q!GeS? z1N<}$ZT|CrSEc(m&+8go)qj>Qf{O9od*lxtJuHvI6i7k85r19SgQ@gPH>V!daqRole*yiN%H0uQs_Kv)k=Zq*)Gb1CzeT|Z_qVT&luAk-w zNO%I+^BYf}J}m(XBvV@&>$;7+aO~4}`zIOd>fGa7c&r;J834mZL1b85y+H@Ujie;g zy3waenL5Etnm#?6u_KMlPY#JW)$@tdr-Sh65&&Z25}v;ufw~C|CD;VN!2E#Ykbbzc zx{P`p1xhS0cJ9#4x^EqZ=7fIsSg|$hBUS7@N;oVVn{@5k^#isF#GWJ7md{#=O@sOV zQ7R`+oeJcVy-ELC*o4j(Vtra(x=XiOFq0sRIpI2!CQWM6xN!#=#{7ENh!LhlP2{N~ zj~+V~q`a!Iu&~XiS!`5uihu6SChR5I$u72GVnYV;(wq|_8=ud93v6V`_9YC;J&dC- zIs{+jlVf)F{nf#W#R}%3Y~aa~-rQncG&mO^O<|GCm{mCUQS@GUMzqJCVtUMy>&6-$ zUc2!lmZrTI%uApWzJ~^2x6`g>vvg09`KkjqyeKTx0uK;m38i5Zm90F&(d0Y=DMi}1 z2eJZ;$fK^FlwqHuH)2>GHS$(A)kc^?NJvxKT^IZJ%KW6+S-3_8Bt@tG_el@zzr26` z;`#HA$fN~O)B4n_y)~Gc_UzfS(669_%2vSnQOq@#=R*|u zMdXgZ_WN7~zuYyP4*Y*lLTDB8GRfms-2^4K+PRAFAMJ1aQF}=Av`hcTQTb2b619DV z#(m>K@Z>&)5j%U>Rue#aAhge!ohA41gx?F3ByAj59l~4lK6~IH#|83D^Ypv7X$4ta;q4ey`uigyIzk$u84WS?8Vp$&O-}J-!DH)J)SdcEUaMj( zy$Nw__cJ?gw)6Eo^W&8YEoQdaa)zs;?U*a->ihbQ0D|Ed)E~>K zB+YVL*UfzZ@UZ$3r9RzsN+zA{s6Oh~U;F4kO-ZTGb7;4|apOh@C=WKQ=elE^+)wlK{U5&7-xZu1YOpo9 zLT)14Hb$ku4Ciu}3}{%8|IuM=UcM)5u!J@EzTVmB-SVgY*WJp$?P%(Du00FYmJidS z{g6?7E)M$Splj}boO0*{`p!72tXc=@EpNxTkL61m z^xV31xrH&wT{O>a^24yHP1>~aqg~|ovr=fUYdJZU>3s^Dt$6y`a9{9-pFiH%uX?r) zKRW9B=0bbcZGg?0+{U@y{gk0~=T~+Ty1wdD-Ozt_`MOTbnaK*NGNxX1Pk&ZQSlb7xEQ{-gv_R$*Epq2x$|+Q? ze~hjDf<&g)!P>QIT}w)O-7K~+-TlAgO=3a)PrrJO&-U7){cmEs@$KS4ebo02d`V$m zm~+`sv`os%%7NXiGiE#`Uk?W{VM7cdi9A8npZw_FWFZvmG;Db1?d-Uo+zsnSgx_*0 zbUa3^o{1%PQW3fSJ}@rblWw}hsi6cv#EP?M_a!PxG*X?kwd*Ptajgm0OpA6@%#LBh zbf0E5u3b1FbsE&1>~Izp%6Sp>*OU1(y36qd3igY%J~pLK3W8s^r!cIj0P^koyp6yZ zfbiUOQBg*>i}wp|?_5vN>k>8jsO2gW@s3D*E&6PwI9%1DZEddNaI9|@xw@`_J;jH> zn=3guv*xxjAw871!0rur%Ta@h6Var1sq2A@7YA_;ZETe{_$=-=?Yt^BU=Os*%E~xQ zt44%hCB*J>`u^%h5XYy7-~75fC4m&WH6F8Kca zrb6GnTQ#5d`!30rmpwhU7k#H6@-9A(z*!Dfm4XW6Ey@Z$hc!nXQyG*qzkN@;QF~TQ z6()^!b-AEsu>HQ%+`^DuRge}H)0)$#`v5_^Trg1hU9O$@$ELtLf}F6n@Ng)SS|9z- zvZ0JazTMq>QLa{#!j=#k6hrTW0LEX)T3t`r8xYmjlh3~X^-2>JzqSLK(;i{5C(8zd zIZB&a2z%0xEa;+=Hu_WF8%l(|M2>_-KeNFVZ+eM+0iSXZgPZ(_yLmR%r#A&$9m)xm zIZT0Q$ZN4?nqbydKd4!=bw7WQdr4m1!E_J!(ZQ%)1XfEi1gc#!Idcp*<}I7WZKTHl z|5aOJ94tUh4yKQkx|*8#_RBO!k|53Lp;Y8mSCk@pO&$v<2Xk4))WRY?O(6nP*qAz>eY<|tFsYt&XE@M4@nozRsf8zQqo$WFis zhi9AvqFBY<{n z=g&V92y)Q~d=w7WYWv5rAw8a-R-3k%bwK(z0_q{CCxh&Ty_Z4W@!M5Y(tJOw=Y~=H z&MJHNR4`I{lGaj!*n)=YyT0^Gn?B=ZESP_7cJKs`wCek(D@QR#My;8z_Pr_Dfk ziK8}F127^G6&!b0WyG=EU(df|ym({4Uq39fTEV52F=?K$bfAz@E zxlB@12L@;u_nX<71=GO3;`8h;9xB#zb!p^ZCChg6+hO(jV1ayo(4(QaJxt7Jyxdi8 z^7^$@F}p%FQ%~CP-R+Xe3`7HqRYJ?D2bUgtAu>6RRdj5uC@$XvLar=L8(F7L9q-+{ z+Y+^901Og>BQLo%6X^_GOIdz3HMJ4x;2dnk?lid0z%jvrK>qR70ncRaLo?iTbu;@UgY936#G&U1w$Mg$^W@+HE_o`5jRij}X%ozJR_3D{>emIhj zF)HZrt8Xskb4#{Q&Q*9^{}S4NiHK*36{b7%3jF;xcX+TTitNW9-;KJ^uuHDH@oKW_ z+~chJ2dqtxT++YWT^ezdwtUA+z=)&B^3m?I3GpeKR3#!(QdEU7xL>}0?Q;E%!?Ip4 zWqA;7u+2qXjLhN4h_D*>X34|~5h77Y&B=~4;DhXo?4+L|vK~lMIRxFMpx;vq6GVrsfR$krkI@y3-e?J3j+?#@mLBdTQrOH;?B~Sg!&& z7G5*3?ZD-YDVHtJF6u}MV}@0r!U#kuNZ)8at2760xQp$$tW@M)&)JNr>66vflLpw> zwV~GOPO&IrI@8@uB%#lyW7hmpvx=v)oX@HG)&>W+pb#6+v=Q!o?fZWSirojk00%MS zs~5k0+)NSZnk}e;YgpgdDacyET=#ukHy>nmi!RCVpm|DZMKZ8(&VxfL==Giz7W(ih zX91cemE!Lh#^Fu+&fPK3mTvz@`#DiNnWeIsw z-pZq|zJ5zayR;Ug>NXchxn?ZNYBj;|h|__KgRRal))s)8Q@WS;l@!|snFLsm*HO0R4Cq&C`yFjeRb-7NX5N`sjXiI>J?n(@}Wo^vgF6fm>4-_ewX^4 zXTeDnn{#qu@nY`W+zK2wl9hV)@?|Y}1#D5t3hkS0z=1d{{pSs=xdaGEt%;gP{*W13dG7Js;8Y(3kpW}#YVreByG*Pje!ki6 z37&~E>w4l*OBFuC%}_%_h{)e)&C_M4pE7~FW|G;rCiXLM;&K zE958>i~5xgdP&av?AbGK7}I@Rf|6Sz{aS>Z6}WJHD01O*fQR)E%cu8rUD;?XfnG~& zt+)2HPbv&7esluGhae^SwzjtJ$-QJ$Dc9dkCNmBjmWSYMroFu;Tt;eaH$tuXsX61h z4mZH~jQjDUV&OU1IPvaK381GPn=6K@MB4fEnG;GZ3v?$N4HBgiXIv9jfPR8b;3YjV`;E8*XjQ|T z;@8LLCUzN}0DEHK3L;SOuc+ZI?l1?B5j>kHTrm4t^IevUpJbou@b)uF$<8;-;gpx- z+ahCI-7m&u2CL%jWY)k^wZru9hiWEEd89whfr2gO9EJ_mBf?HRb0CuvH`tpOB@ z@pfKT$DCh%^??sA)HlRj|OO|#Yr}2H)Yw%Ch-Z9*?>_}h1w+k+PVwc&I zK*cO8w!tduplA-s6!PKW)zw`Ph0A+omAVw?!Zz}}IJ19pQDk5y5Ja7%yY{us8oe^* zm?rJp>k>8uNzP;dGX>XV$+Cnlx%&2?)4|URU)Hui;;)Ch+r9Dmw~`_|#X=cGta&WwfgCc^gV((Mj`(;R1w zqW37UcyeDX2jxP9y*hj;yvOGO+hs5 zJ1ezgf@AVgyJch0&TJvx+$2e|r}lDzsl^J(53SD_>KzS2hd`eq^rT*k-0qa(xhH*@ z6IqnSrHZd)Nu4?C+sP|979LU>B~y;ceJ-uhiafgel6tzj|5^Wp>}~CjeB-2I3%$`6<yu8(igMcSV~*0Sr2`M#SdkRJW7OAp;Q2FMM#unWk0fV?Iq^s<~Oi-hGfe} z4P;s_G%a1=$(})Qz%pEH&Hcnptvj>3B9&KhM{J0Sib87)Q%q`dgY0AQ_tFXJaWeac z@+RU}waX!Uge#+sarG#btpH6M;Z(9?H9B|p#S~~|#oIHcR!mBLy?T+5w*>_UUH68l zC>X!|d!!Dm@y6!eeh>Hb^%*vN_y(-f>bLDb@zsO`WmV%AYk?M$O0MFpS z?MPU@?!%rTyG?5A+RR-y5_gMUm6(e}EdTJr>UdU2MGF}b4pXT$ec*f<__pMSpRaFI zKIL4Ln@6XfGgsWCt#9A&wY|p_o-q$14yZvtsls+om>4V)$ z3%8nYzh4ocmRpVxUu3vII|j*p=RG`DoEY%i>((c4pL*C?$ne`0kUaGinHN`_iHt)* zjxUtO?j;+(1$Pi@Y_a;DH=w1fT)W0^Pyf2qOD!icCCfNxsZ7&}N3?rzB>|$E5u&WQ z(Z4>f_$tDYBxHp*u=fy4*=6nC_OTODey?riwT-9n#ZBoG(%fL#e%8AdcEeX3Pwnz5 z{_f|dCgYm8ayx-wPS@`B`S-qfx@VR3{tvp=ng5?MNgb{D1OM=OFcHz zBD!2D%=FGvv8;yGsNa0F+w0W=(aJR^u_(Ra{{kP5cDWCJg{_-KU-J4L>LHQ^ggsI5RFw zA&L)AIBKaUf{D|+0FVC^3!7tV--+`28M{03yjuHyGZ5xd!G;lMZU*ayn%e*bNTJQ; zS*yZ^4}(TWRiIhH|8~D3V-%7MkH{?n0jpU=a%|~jWi!^?GI(Msf}Oi$lo4Z1P3uwH zd4u}B)>(#@6FR+~bdD0~4j*7vNGFN{_pEugwo0JN>5XGi;H@S{D|raISQRg~JFj@1 zLla6{E2wpQPy|VHDi}^8^^F-Z!g!~3`Zz`Z&Fvo~kvH8jyEtrEV4n$y zbnKVC>oJ0+X@bUjNR7xOq!oUMC(~y&R)n#MGGi$+)Tqv{$V|%q1$07IBfm+F8AJfS zCXIMtK)GCf{qJADc1`57a{dd9sfZ~x#~ZZgg?}owck4gnI*RP;Q->|R4jfe-0ZHc{ z8~y$7lsq|fEIgf3F}>Uq<6x0fMINP_sDCmz+}78pFX?x<;933E=H^n&kML``iVW5k zRtbdp-sKa$J~f@u2EZrEW@(u&;~VAk2GX#(#AYFR;p;YqZ{GN^7iQA(vb^|WSr3#6 zy%#*u&-w)Jtd5>9+4ULR-j-dvzU>;Mxex5>nRKTh(?-4hDWjaE`*~j8{>NUF>}lLW zyH{)#t<>8Kyk;$hrhoRCh3#=92~6xZD2l8)vfcAz%#^Q>mN9?H*y7Q%(+;8){ZQU*gi539kOwRp{`2nX5e@6_`bQY>lBW>}^`A=j=|qij|z zzHFTQZuy)yu`AorSNi_Lhw(uh>d@P~iHuY__Q_WYvo8+dS`w1s(CgV}LLJJc?Hqi$ z^2Y#0;l**wS=sbX4IBJF?7azCk9+&>eP^D>%$Y-(%b1dop-dSrAxe^zF=;ZS3=!|=YOUvato1zm-TQwW@80kG?qheXV=XK7``y3${(isL zb)DCFo|mh~JZtL>7>P}Cn$E^mOl)<5%wY^qaPa7Q^2_ti?zyC9b+a@n{S`N8EX(OP zW${3iBh@+=KbYH7=VbZorcjyP6wP4trc~eAyc;G-Y znVuz*Du_v6F~8Mf!75i-q916by&W|xX{E0dTr4F=<%Ise=pWO;#z|^Vs-L$alkbso z_xT;NdDHYji|Cc?q4kB%#H2Dsx?P6Nq9$%X3%ox@WX2Rt4WRiT@Z^sD`?pYOSVx$5 zDVTG^#G=QSU7Oz8?wAT0^_=dq#)H$n?_{qi$m3tGi&y)Gz3r5s7CJl3`fgKcZsBxz zOB7yUej|PQHDF1V-?38vVf&_YPHgMJN~v5|Yp;PTMFrS^iUN7<426`;w_bSNe&S-c zFuhmb7Sqs_>+nj25Op2o%(Ty@;x64T+ggo`zJTg_3(7G;>*5^~Y6$}%{?6mRaj5n)Z=W&SKR;~Wo+$nP%RgLw zzPNk8et)8uw`g#6=LC^<9@1vvFHoi)^PhjmH77r~W^*+)(z*2uzAw;7ORU2|sNTN) zOArY<%VXoA_0yB|`gE*yiDzYiXJM}@SLxM=TLC>yOJ3>2r%!8g?>C?wz6E9PT&INNvE%X(>X~^0^cf)9FOKP2|4%3yW^gTVScNddM?R<=_rXT_FA|2EiKen$4YiA9+3F%a&K2Um^0_iI~{5PK44%-6XT?M^JY&P z0u%a|PWk>T|K2j4$UhsisU|>XDt;cd$^_NJh7N@~&@sK+xP_RG;JA5&#)LHTL^oy{ zbES1j*EZA`8{xB_in>a||IEE$%NDS3ak(D9GW%Zhl#n^ZWiJaK>)x27KulPyy2u&NcLyXplmWqf`U-foVVbkRaG!IruE+XQ`GFf$2`RQh2=%jRc`>0tdES^yBMd z7fe#59VQK3f!OcfttmZaw&bZEA#kFStP#cHbo*AlgNjL{H{>+wapM%fh6wQXhvy@H z0e3{_bpQTytn~(zeE)s}A8@Bg*l*CEbJpKfNh@wPJo-f`joxFN;q0lV+!A*{?xq)9 zT1Ad&5*AebV3S zk%M9>we#3dFJu?o7XNc>K*M3fI=%mvV1jV@ASTzQ?c2x{ihFN|l)Ua41|?7XYm+;1 zd*3%b|3yJVZS^5^Uy9aL-Q1llW!6qz2DcesPfBfXX{kRLXrTfaO5pU%6Pv95iB_zA zmxRZ*-}Gv@)_%-h6&jtUE;yA@LfPJ9_1B29Aiv*jSbX$--8V%o)XKO>MNK=7^Q&Ua za5n3GI(t(B1Z-rKneV^}M*AL5Vwz;vfSE&zKU?vb1|a3KkQ`z`@=8@^IUO}Np= zBFd!+e={*9VEoBipfm0yzsDEIU16%G?v#gHNoI6hkV0XaXMBobW0(->L7QAp=l9gl z^L>`V^sh?eLL{0eN0VbNjWVcFrOH+CfyJ-m>Iw|fr1wD-G|uofk zc|pN8Sr02eHfh+<+PT9y4jP3b%}1XH-4KxF)Wo1CBc?8!2){*W0kY*#z>S@?2lnN2 z_|=2B2@dx*KKbP3xc3vsb>6n}+N)Mip$J)kVJ>h^ECAnxWSpPR>GiS6yRty?^r){d ztE*uQL~VBqPGfgi4{ExOBlp>9)Vkkw?P8^F-FZ!@vu&TKl7~DFUwC+2Hd#+!G0EsP z|MSy=x%ZE#h(VHS=gB7Tou=o3`0T}rM{)-$?Rr2pS8*wwkZ|t&`G-1{pFDniH8r(Q z!jdDOs~fg))~B_3$}F@!Gg5*tec2;k{ZO=zT&lzzs%s>%_AcGd@odPSsv@YFf977o z#h>vxuDA1FFEtGG)><Ao^~VlG@fR` zEja`0+w^7bpF)nTy+N)m*=l|dA^MxT&hfR~rKM#tkrq!i1c0Wq?tgOGXniN_&gjt| zx4RXtxawZyntH~A&g?zKGIKho=@k!*ClXU6g!R0GQ=d^aK z(n+dMUJPN5gB!WiG150FBV|R?eVaj#)vW6(A`6~Yweh8?O^qR1ev08+q=r)Dytx>O zME@pbs~9eW_tvMLn~?GR&SrRqvT(~X!cH5ZW#_mr@9vmC89UPIA}pbCu!!gggQzKI z+=|wH#ucL_=q(C4EWoZmeJYMD8{y!4?)-JT!{HgMd3yNQ!4_ZSq1-u|` zvJhXOLM3UN2`v_(KqU+}a0}Tkj0>p3*Kqv82J7UMg|J@hG;Fv5CQe)UmGbf^gKScR zx3Qd{oQ}&L>hZby-AOy$tw%;nv_}DX6qGCe({t|Eec&0nc1lyXlP5bs=Q=}o3V}dl zVjNvjF?^ODs0lZ1y?nyOCj$|Lc^#M_6paiedMz<9R;kf{ibmSE3?t`J6UK zYOt}etLYonz#*zK9+Im8AFd>g^$;N?HYH@)^&wygT?xt6uoC9rDf7sFf=A$EK^)0@`ntRu_ra1BL*fbb zq#OuJ&f?n?@QZNm^|5eifjRoySaZE@mL;wTi`=1uicFQeC}0N2a7Bud>jY-WAfS(3 z<(UDce9EPkm_(pu_XHidv%v}rN6Aj<53F=;LyO-qzNRsZGiMgc>Coao~y8ibN7<{S^;ZWP>ZezNjq4 zHmD>&x+N5xti#U3%x^@Ebr0@o$a!_j2IJ!j(9`)_@oy z1Y;xsTZAz~7oE1l4WgdCI1>Yb6qgcL1Q%1H8uRYk%tL1kZ4CTRn8~0t*O1kaz z`(~l0K_$P#Mu!hF2;hkJ+%fg_6)RMj!QY6`mnP#{lJ4sX3Dubx9!nRfyZ!4pHQU;Q zVM?qPeyczP#l^SCY_#ZJin~eibF)1&HvV2V7>SGhsGQOv%2^mA{Fsl0NAC*T7 zv_+D$2KFa)tRi_Ws`YYYM^~7MU>y0g^t&Z>h^$?D{A=ZMS>$kRqi=r~fhJ~3$K5^s z3c}&Pkq#+-EiF%s_Sr(EV#!rYoS|X}R?DlQ)tkeZvqMOQmzKTX-lT`MsO{*$jo;R_ za^o-4*WyVeBtziu)|5OXio*M*=gNGqNpvGCvb%55&b&`OB?YRG3dENL)=!(BJyjJG zOyWee4hiQPSw99u9&m6+&nX&cIV&n3?~6KoH-^*jKALGY9B2m6V+i}yKk<)~T~1fx z>IVvoqp*d)LOn9A8lbZ?W0`HqT+6Rx^uJYrb2|j8^va*#=3wPpg(FYvbaS0~3%9?! zR<#UeARTR>IRE0BO&xH*t*kjQP-p-~>||jOn05UQo+jQCR9F*tFGN?O#1WKh+-p{^ zUK^`;uLqiAjEr`|{Mn3`|DS3E8B|k8IY*#5eh5MWeR7lc&Y~jnBGhweUlYUP?u)j2GBJ#JLc4^;D9V0i1 z(#!@N)BFVQZY%vEa;c%3=}b3=OK2=W$lr(&vy~EYN~B(UmmduDw~C zHZNYhC?{$^|Bk7RJUB|tX;IYt{GE!w@K3K4nyFim7xiSw>dzma#+XLZ%{78Mp-#3u z%hpy5xso8-d?SVS5^33gmL=`BS|LqD^mf{KKchEfIwobwZJNGIpQIyH5ZkwFKj)_I z)Cr4^Gg0e>xW(sd>wuLV+P636^e)@(Q8Lk!2R9pUHsdsU@_umHfb4xst_T@{gYI~8 z42ygdLKpJ<*=Z2YoL#TH?TcJyH0Ns<3bdEcpSJ?&*~KomPOl}DGd$^uqPK8K270`O z{XIEqdqzJrs=HI#5i%=@qC8%Yb}1-h1Chnq*M3g3!<*E9GwZ@XguyFyFd*|;k^x!Z z=F_LsI2*ieEjGn1hiK--i7s6nS?o0OXY+*Oi-3HL7-fg~*JiX;(%S~2n~-pS*|U!z zLH%OSQisHg1gv}{iO>}mWF+cpqYCTS%68j!NI&I`Kk*U*RtM&f;r2EP9 zsUamlwGS<$DL0$L?Ij}%NJ+-gr_fpY)+8(;H8YiQ9+%73XJDWo_(i`jfy>|pu(he{ znqiFL#XZQqGJxAvNS(h0{h1g6Ib_j~_rt^CgDRRuI$zMvc)a57hQA81 z$~Z<%n|1_{H1=^XxNCFSX27a8G1C*WAMzxQ;~YY>up?{fWmZ-@4*!X_Doi10cuU1c zJ$xL6rZxg@*4V?--YF}0jHR=gsXr&GvLquA&wSXlA|aLAN?sH?E$r;sZTh0s0uBLY zE7NL$!xd**N>?85rm=vO9jKznc-`A<@NaBK)Lb>Va4ty z>g7CL(ZgDxr!eduR9eX(t1j6%eQSfkz?)K~Lo2tPmpql*xTMASXIjr5zpq2jeDtSZ z&DK!SZ!+&84p(yYvur!vNTpFlMb!wZ#xRaq`-t`3hEj||g^`q2m@AqsF}cMeA-Jg> z*3)lowICWvR_oBhecQJ6q^$5Lj`f=pbr0NWEu80Mxw@1&ko`p4&ej^>e z!FGK%zYX%-wPKNV!~+9%NgL;t=rr}IUAAy@G_6RQq;*EBx@T*b6=%tF1auZLxF#*_ zs}OJ8$X{Mhxy+5QPlmrEwYVs6HIwyMz8GZ`RW51czJ)3N4J0S=5?u?_wyPjb$P{Sb zb@M)cyq$DI`&Gv8b|xRVF+k9+rZDtMAdQRZ56!#Rj^j6FRuP9U$i}EP3>O9+e7ZJt zdCE52iy_bp;?MJjZggcF02iCCR!ijrjrjt!2@@vR^~pYd|8uuCZ3dbC>|NyZw-0SzW9w5p<-vgkxLb+x zVbP-QARtRF>->Gk6|Ld^zHK)J%KFOh1$~qm_OQm9#W9jm?%W?I|R5q<+&DG$DA@jqF-<%PVHa zQzJG^N%vxxg;id;HR@ED)`JTE6%jfjLzRbFvg(hg>b&))pWpM#-@iE2I|KJMuGtK^ z>e;HUTF12-FRRDP>5uIHtQiu~TbB;*-2^M8CKd(>1t&nbAN;Z`*YLpzM5*IQSF%2? zWwg{fnBApJnAa@E$N3{nGEsWP!9Evlf~XMkAIn8nO07@NoK^*4rj?FP6L`rD#0(79 z125&{)NR^DH-Uek`5;)7SOtD?AIX-OosuzEN_7Cds?kEPF&ys=KtHtBV@Konj`4S%J!^^bgea4u+aDVkQIdco&$P5G zPv1qZ6>y->#gUe&RK6b4mn5AUlA0&aVLv z^JzZ<=&0br&%H7Ap<0@Od$qCWZaz22(IQ$EVqF80J`hhCa@(bQR^h)UKnhetEN+`C z&w&>whg#R9d|S^5sbka;{XPNwjQCP!`Te9ClnEE>8nmesY+%ay(8*xQ#QtC z-r`^~Uqe^t6+dvwG@zj}1BB$F>-VtS#Ms!%%6&L5+}5iIjELbip#aK75}SSbREitS zvU>1FyI+hV9eROFhrAs>Bqr1%;qKnOj?$fp2ZC^NQFF;wnDxAwBH<^L!7<&i$;UWk<|YjY8! z*iZ~SdtI<#ILQI*=}mxu*HTg%2;ff#7poT!xl>d&GKFqlnixz&wE&r|DXI-gp!hKc zDYzl}@Fig%K60cXq|(Kp-;JL3_}c*-KOazeY}bDFudCp#q$q-qv3gF9{DeI$?KXKk zvfJkr-h(mjrE$J=&nLV;r9*)O!Gw68PvusnS}w>K$|-EKisXb7wrv-OA^_W?pbeGM zb6C01)Wxn<5l9gPbp}LYxs@xi8Kh@Zp4{C38*9Nov@?`U0a`$l2eXIHLdE?--9#RH z*KtLY`G^MlI_5W4#NSDr3U|)~zK#*s|EpIGpjKrqPs5(BIb<(^*Tu3!1EUV@AXX|? z`hzi7M5` zr&4Ze=)rrEfo#fL%AprOgomi2kfFSS>XSNkjxdnU%q-6i*~o`Ig9MNb1lAL<_YH@2$s9RV)1Wjcxv_|a>O*O^nYP>NF0CD*K0YKCj6GEgu4GyUX}c7S5Dms!y=pRwOZkSu)3an&Xa2-$BG>7uK(=Qw1ujFQpllevA^i6RU^?Jmy#IB^;Ak-jDe3LUQ#czvaH7GB0dQYe+mf)?`*}5 zh5dHq815|vob>)d(qsk(4a9HX5iY1G_?L7)J$=L6@bL&tYd*Sdv%fW|I7-tR3OHJ& zN_q2!)#n-B0MKPzL~q-s(sLhBV5v!rdwUnl#@~{`KXS>tau(P>pbS(oFgl}+cT+R5 z^~{|!5oCVtr%e2>mFL;nb7pl)9_FBZ^Lm@o?hFVE?6?Xb5tH%Ncqtse!#P3E^33`3 z6?Pmt&(!sU1@~|2Slw~FdwcHmDYaYZ8Q9p^Y~N%1wtsmy+!IwrZ(P`~b?eoQrWzK- z|Hyx})f15>R3@m(>rv3YcHFfovtya@#Hb_NG`C&5_-R1d|2fRc{}%Py=*EDdm9F-E z{!5F8(Z+d+g!Y=y2JIH@*Yr?xsS8}XhRXs9ngu8@H#N99iS2}f(^JE{)>7-M)V;mC z_nY4H=g)@|`$sxwWocbWw?_{^sXW&^o$E$oKFEFg_qS%p=_llr*@Tq6u`nhhhU?m! zI(j@$9-V08*J&{JjVcPuDdFRlL~&$M+&E=sLa}5srWjR9-hOZQKF0}Nl;tRHt~r3_ z`UJ;+;&thU?Ev|qnE-n?IB3=W4X z3M~y3Zlf0Z&|GL|b_!HU$8Ip>eMJFZ8w_5)J-bf|#4r_wy6>TGf2O4{G3$};U1&XX zboRlVt_oM*`J~m;;0-c~wbIEZ=(E;yGALI?r~4@V^0IDjMPH%`zdGi%f4dy{W28RG zd{I5-8LPNmGxUY}sSIzqEeB4-{i$;}q!c&6yko3PE{f|BIvibU*xp6E`@c(s?x-vR zmWWIyGq7D`4h}(OsH(uGtrY3NW1O|GWW?Bz(R53+FmeY`4$kq z;y2(>2o4jIX=ExhIGboF++N&Fw$QpGVtY*ik6ntFcBup(xE(^}TeohVTDNC1W>Qha z7XWQlU34>w8$0_b5pyyoP&R%6cVJglQ@(=te?*x70{m7<8g^4=P@aX}1xYx^C!Fhv zj~h?NAeOTZs#rDU;-VMjq?JlRy{n`bIDs_XKq%(YbmcTT?r!e*Io}M5Wn+Nu^+-w+zXFIMkiO>YoG#0joYJ3gBqN$2faki*2?4C8rfoT4gC^ zNihUZ5M4E-2k5rzQ5b1>d`g}}=SAZWvanE=fVr*`w1Ipj4WbaQ1~VY?(-eFW30zPT zu}rEB!ctibD`-?m5Cefa%Vf=6C0R7MD5Z}=2a{|_oL^Z@G?dzsi~x_X;pRx20RC~N zp98A4k?$Hd{My|@|Kili8dfmUWF8By`1WNeieb^E`;Gn?%5FUT6xkX>m%v%HJF8V2 zgu>7MvL<)9=vUe5Z@>%q2;n;O%8$aL)S5PE{1I+N^gn)5uPI3S_35Y zBz&On%JM~1AOo4c(+sS9a%1LmejW?WmN zD4>^^gOo$C6~nLZ&-y_NtM8)cifB1xm4G*L9vebP6o3D$v2Ghg910RX?oFe*qDH5A zL$s_zH{Qzr8OC#4Ns(s44?Jb!TaG>^P7IrPqS6KKyX+m^mA5kr3pZ~vZ@;X1br-K^ z(>til=ZCMT43(8O^ud3)Tb$_xeglHvKkin~HfL`?=00F+gN}}Gc$;po9qVs0Z(I=3Q(yn*`u2OGtNn2fe>wMRbXjnX=+x)ER%Fm(<$WG!PgYQ0 zx3+*FfB*VFGvT-+|D~JoC&bZk(T~Q&ZovcLtXCITsk)JofBDbPGCsxM?)d-4ll9`- zgf|1%vFSDOky}I%D|PVV-me!3^t0)0(9YDCZr-cUR)lc2a^YaL4`H)@;GdO-0hjfx z8qo9{UsU-&!wLUO3-P~&4DS1L$QytG49bwD8NdekL#>XE{#D(~92Itw_Z7qRME6z5 z1(y5fVSB*e4xBr8Zt$Hk-A3EJ+ckww^P_KfDpjtWZ9MgNtcO3pO*tDE)Bp{cDzA+J zm9=NNCbO-rD-nGZ1Edd2B6=BaV0gg|m?p{x3OTBtzTQ}7{`D(lP;mPhrEnmXs}%y( z7CAZ&r85mTwrJ2E7=s&eXK94A?^qwIcY_Y@u2`n7ZMM0p*^4 zh@Q%PP&w?j<6l)q5iX;ZN)o=tMc|w&tXh#5iCGGHxYXciaJjN|*NTafgO5Fs`+(<8 z48z%kt|+_&il8}}h$UvgW|gc#jHs|F;4VrDO;6JRncFpojEE(b$rFZBEDM$d^Pj&S z^8VB~zR8rLfiODGJsmAU7-r0$wl6*f*$hWo76l4(gjT1qc#$Fw*+}1Be2U1AOj0~H zZ88bF+*+tc*mwweL(&j@9B3s9onwP}A!$He^vIX}MIYg0;c7plaMs9yQR=-R2d_-}OLvzVyQXu(>bKtSc?* zaLk#yB{+pZ5&;D}B7c41!g_4r#nJ~jh&=Dwsp4jBPk!H`>1xbfqz(B14wq0i$aHAj z41!F4AAS{FypHL%&deDUQ&Li_)uc)E??1vleF01{w73VUh=2n$NH&tni{%WmILuOd zam`kX^b4~463;<}Zi$_QP@(SK>zYuy;cv?~vsS|p=k;*Tk zSA_5-kemwr=>Ik(mv~6D$mR$HrpL9K-p zq6{B%okHyz44)5JsH5moqt$KJ^%XWQSIGeVU4kVQhy2M=Cw^>#$q5;WerN6-B+gUt z%Bl{rM3I@I5XeNs(HD-Z5U-HSH)CUH`wxieZf&7;VGKZoq4-^;(&?dQ7)ZYr$gU3k zRzyTIscXCUNWNRW|KgVwL{mqjSILRp3DsJ(d6+NUq;Y%L>KUZo4fLoxMQd{mfZblF z*Dj(ILBfDSV_8r&y9!(>q8~U-hR&i4S-{1Rw`uX@`_k+qKCZtyo9US2)sK3odZ84D-mw( z+OlGoi_vl}nu}ScFMWTxGt#q#JobvW5*!Thy}12)CCA9%{}!z@EfxA7hmLZjXS#|+Yu;ibtSWh?E~yvF0Jbb853n(Xv*m+v*ZL1 z{33lptN%2gT-BAG1s^kO>yGhv{yB@hKM5J`jz3Z;4uOr05sKQ-X=F)B$)nA zV;ES4wFT2Q>*B#6^Z5YE+}JfUSTI6)1Z;Q!MaIYJ@G!^k@t=xr-@8`}@J)rQTgwsw z^Jv?;wF=soSX%tgK?K0Er36ozmnz~MBHYcG7_l*f04NMcsUay=h@6#qnbp@2p!{eo zBtmv+9o!oM2ADmn%I1J2af5v??lsV3XVCnvlnQF_CB~#I*{FIQ;eVD9vLE zh+9!?dd`aTFX)%oZPB9E)vtcO(LYP716;2oY~ifChT5!SGI2^=r^F>%Ce4jaDDMV0 zyA1<8;AFsLZwbXWXk-Aumq$-yFrC7jA!4)N}mVOmZ01t58T%vrz3 zqufD;;7S8eRdpR^W zUst_ZOin??bNGh&+j@0ToitSL<9pXGt$kbGUEJyvynJoeCTLqVYck@%ofD(Z$B)$Y zoJ{C}R516UHu6r{?#fj_k)lUU`aAce9Z@toov;R#Smy2l9!*}@oMl*MQg#M{;c-3q zXHNZR-K^3sr~5I&M@Nt2({Pj@>#99;V%dgn%(ASk$Sg#eKsG9QWf)DDQ(ty&B{hi8 zHfd>VpGr0`>%-aA=r&iAm(&IcbTMpN)nBim|rG9uJS&G=^2)uBzc1HuAtJD|dl5&{&DDBhicmq6TSl zwbQ3h$2bnj;ysKnUpO{0Cz*Y#TqRU3F82Rjvtl+jdy%a2yOXz)R zq1kO43#UW+^ZL7dtwVq^WU4EZgB1cAd870mkDA3ixR0pQ>-81FL$d{kedh^I|0Ic4 z-P(fBg@xl<95@wHkY?L*JR!O!Mjr8pKYt96bpK5mH{qX5jz0(;Z{kC%P9`E$RN7sO zuT!w8=aZ6s4Kz%yKELv0rz0HDk@MOpvvvGENpO_6qjo%KU%{6CFBV5* zjcqJ`dh}Wl>bcWwn_2Ysfnb7w2y)^<6tcK*D1Y|TLuQecn+&UMI!sl8IYA=Z&Ai=Mr!?Qn5w)|DRDWWlEi=+3eFGgOYY^i!*y<#hCb{}6e@y=Ni&*D1tX$LYIuBFrTDkgN349Xl zs&>k^R6U@;(qH-zMBn&lge!}${aAe(3;(3L%u@UCSwkwz-^C`goN{(Z8&WF4NNb0xeO;PEBpD7*o7rkAG7EL+h5op=zdvUlGbau^Kw^*o z04eZv|JYJ1v~W${YqtN|ox*L=6~`DF>R^0MHGFsXoRFXAkKLW^qP9=}NzMuP(XTkv zuYPD7Yu;YcVAlWDRhtK~RVFh@-0k4DmAiLx0;4Y22q8c+&rOWEhrfgo-v+`0f|Hx4 zvi@8ICnMeKu5qsm0fDrQRBI+XMiCq5SCH}*`=~A#O5^sb`g!=~Bz}sB&v6WAsONzL zQ@5w?8lRYal2_~G@tw1%f%Nc_tqbNZ-G|wX=H@YGkuB3A8yURI&t}2@{#EoQ;X;MZ zJwl62n>8&sAtBcd)HUnDjD16f4(+(P5vktY#m(pja2(SkCHGmP_v=$q`$`3vDah&e z^TL@k2C%Hm)H_SYq*EFi0A z-K{UvrD=icUT4Zi%|j>0G#S>8!MaB?`#t$N+xpM`OipaM!BSa9X0amTk5v!1O}Cz~ z;_qx0`!=cd&YT}?6NC4sPbNeSC8urr57f8LdG5{n)KWzFK?>3;)|QdTZP~iwqXF+B z>i)39O{8`6b-?F$y88YdfBpKpB56h29TmzM9$%(nW~jO&bD-fOQ~xSm&uy*tdH0dd z#&w%@bZIcJ_oXA7dTt*6pus?s3aZDAHukL7YW=}yEq~a1YptI>u6Y)BUP>R z-gNg<=o*}xo=Om<#L}d3=F$K2Z^c2Hz=HlpXUADQo7s{`~!#U0dh zOUSe8_M>@>j}j>!?dGzRzC=lXAj2`;mU|fX^XseH^S=?Rs8Oc$FMc@Q({Jj+$dry3*{)k)}=#QvMU+3oL-XA%O9%;#! z=wDro_Ty8<^u_sio9+BJ3P z&J|hPYq)Ey|(^CYHC(QjcRX)>c7@<_Ms! zIcM#jv=l=x&XZ9fI_I~X3R{qNl(&=nPvw{_G-A?>w-1K3+|48<@Q$EzGU9n2O|V+A zTK2DpGovdvBKuG>x$^~T3#Sz;5*Vb!+dEclKV&9}`hI4ua)&zP*!Yg1wkwQmY3YtP zvULL^-1Fk`Iiv)dm@laZXvE=c*P%m)=HiKE%As_Dup>{skjW$J?K*Ur`VqV1laFjO z56XXyL-tt!p4kQ;@B(sKH)n>P(H&oQ&L?R_94jD#eG{eqKKD_dOEkQI!>rwQ(~ z17)z$IAF|TM!4QiOic9sv}E0}?AHkW!ZV#m5MEO#;AOz*H+%&zO?mw`FE4-(_@?jH z>AV6ACtphETq=-UyafSY1{> zOZ8`7udp%tWCcYzUjNx@#o*hk^G(jkm_HE+8$pOgK88d+2^mc_wFDkikQ_E>xhAR%#W_u0m2+(pt1;Ye-{i-# zGU+l;jwb3n^G&-#j(eOccP`b8&C`o#fd+T)*wG5<^@X_)2GI;ZDym!|Q_PPh3#Wkn zUPS#A04Ne47q>%eD0?M^s^C1(bG;t(?{m94fq3UF8)i3P?`?cEA$Z*n7s zL$|A)K45prh*Zvg$&&HNDMj*8ino_P(@<_?XKM^gJPi%t$rYzi)M&wAug6cG>_i5` z_DqqnI4u2a=cgbz^AVakgIAiOZ;_v2P8sLJBbWjyr1jIn0Y=Zs?qffboEDD*SLQH3 z1@H`^?lc9wbHRnw^HA5yeHm-^YI??0goKW-RC(mb;<_k`fz$IAuY=D-&9tv=@4aHj zWpV<|tL2m<2VdycQ8ZR9XuqVR=8+2f`Yb%Op;mK$Y6bDazE`VqoHr%csDpjSa=XWl z969n(_=u4sC!hw(jT%2GI5T)iqZ#_8J->FCvyt~WG&{<>y}G(;+5i*P-Jbg^t5&qH zt{9AMRolR5=+E-Xkga-3y9PRnq8jPxRk^QirOv+{I*OuEpmBB3W=E6(X$yMu&xyB& zn?FC9A7Yl60`sSzuG()uZ8Gxd!RE@2<`j&~@Jj1ay=F~^aXqgVV_|CTbZ^7Db$vCP z{{G|BCK780_OQqj_;K+|7N_CC$vu4dYNWu26FN28JFZ2KPzw)Oe=Z`AY z|MD$0LzRYq`9|MO<^FnK7S*XZ`7b~5yj8U`fBDAMfvPipzhcF0tp*SG_pi!h-75b6 z|4J?UC60V!#j~HKQ_+C-)vci@&nvvqTF8&YN4pMjB!-j)pX+F1a_*d)3?We{Z{_>ujGHx zGyR`+A-*H~qO&AZcSO;enN5o-b?Xn z^Q}qtlBbnl4d7jOEL@Rj^%gDWBf|Wj@A{Xm_aC=BlLDN$dnF=HH3FdYx@#S}0{!q~ zn^la{jRcds^y!{%1C(hX3)E9X0B{nEKdpig6Li1Ix?Z# zl@Du}BD19b8{7hVkqMe&tReB#-TfhaCq}hhn--qnwST`qZKbJP)p)d+dU|@QEm{O~ z-vo_J&G^a8)?|L#6oV*|C5=|C3;?zOux>~LLhsfN5dq)bt2LPDbavKOclQb89&!`j z@~IpPjvYNZJ2b5)1Ju;M=%CaisMKttt)5;im8xWabd}=~ozh#BECzO#bH;M)?)>0# zNjeRbvxmtvS=reqNlfP9uh@^9xpK6ut$%!ZmAAWBOSzZLCkKxu-R;<=%iWIsBK8CX z1gL8=1ORdV*)7MXO`o1cJC@~ZLkk4S#%YW&PvXCswfu^t<~&BMG7gB+_5J&92ku&@ zTEiN4ezR{*V4F^82l(`FLEcKpTSUSNG9bG87xM zBnmc?0c(<&z6p+`>fquB^J7crSKImoTEUMafl8(wbOF

D-ipgI2=A0g3+4H8xtdbwonNg|pT+%?2Q7`Cb?ToPQI7kE3 z>I*&|)UnVDw`|_L6TV>P@>eyfF*@?DPzJydZ>SrQN#KtZYOj|`ZF(G<_*^=L#$;AZ ze8(U^0J^@Brwn$G0+!U4!5)#)tA*KWM8`Fi5{8CZKe8Evu3ggxxVBvWTt(y;bPgi1 z1(9T&OuQ2cBkE>K?~!|KlaiBDfK_cXub8n7_cM2sEJ}7G$-T3c}LQ&q-_{H4-WSKIm@HHiRr%#khWR&mGgv`E_a@WNOp=nm?sru101rDpu|z?2`ip+^N`hd zD)pF-QB((eVaXn$_>qmp4V0o^e(%-CB}=#nhj&lSXy=WWVhdB5x71@Ym_aHxG|3(N z^_xQ3x^(U@9VZII3*Z5q05sW*Si4*BlcKFu1ZFg!ohA`t$ z)NqF^l7gD^zMe2JWn^C?<|tIDv_&J`_E_iI^h0MZV@eE^Py1Kw-lk1AHGluOBFI$?s>yGwa8SJ()^dC!6L z6z?Bm?*x~4gy*54s%RaPXw0x8c!BD-O@$-}AMh(?B*7XX-h1njU*3)oP z#E&@z6-Gf?=rBmY$w)aYp6|7A&S^*SbN1?Ya+u?_$q|*TM*sS^Rihp=S|>6{Slvj% z+S=Osdu z$Hm+etIh#wK`UTSw=?24C5&^~y^Gdz-o#~qsNq{ef*oK1K=I?;k2~qT$|-K= zJoFUBIJnDTSFfV;zkanaGBRtizBr;zR()CaQ#X{%)(y+fy7sm9kt1<{OB$E=s#JFh zV}6LyI6{j3l~M~nqZGT%@zg-96c=_sH!R&Q;bUVgOm?ZmOdlzz&8=_Y(WPC|v*?rx z3?b(}WC0oIcPZ-E&lN`TXS;XSm2u8mLp@pM8`aVU9wlda#9r~*v!^}f|M3$irVN>Z zrhd-$bk0;C=bYo-=Q=Z)?jnuxHaWSrt(jJ_9bY>NgvL1k!vR1lTe6?Ae zF2*B9?DC5K+1dS-@i>A?gF1C~*dE{{G)qi8D8!8YOkofZrWC0T#H4#kZ!nYX?6tRl z|NdDyIc6H)sl<*~XVrL3%Y4`SoAb0!wP!{}nWfME9!-MG8~OQ%ecrA+Q=6XvO~6E(^jd&VXJ_X_;iUm&n3D$_h5$F_qxqHP z4@x4sm*{lZ_r0rsX|{TFVq(7Dx7WJ_kS)H*@lcwI9^y_Qv09ovkYQSca z2uk2Q&b+e;o`L%kCA$9Oi?aQY)xBvBk?A2;!HKpf0uCY#8R6-$BJyP&%xsn|`{L5_ z%aczDL1VO2rD+0&+t1p%^%T4C8wvBKTMx+U^CsHPLbY_-j>p<_G%j<q?<-$ z&uL+4SWTNgw@>I2{#thfC$y0#kfSeI-kTLGhC!Z?qs7yY1E_OiI$80<+)z-nH;?Ur zay|XX0H>}u=gbtBYQKQeeY6o5Hf9z4v=fe6+PTW~(9=*~v_}1v{lm`(G2~j^{ z8mg&vHX8|e}KUt-}A(u`#JGtwpy&UsP!t%Chp>FxtCs9mR z0t1Yox>DD~cO< zvDDS5glT(4INrRTcK|p`BCuyq+b2DzOP76TqPh_44p)4)T>Bag+_Ii$>Q+@%dopmKVVe+tZ{tqCh3F{7z^0=@x z)zYK?3CJ~bHkMZmBI>=Elf15Xi!C2Qr$^fwt|NL}{r76Fc<}Ux|AbIgHK|{Lmsk4* z3>lu5aUzHZEGVq{JS4ONuA44hn)^_58=Vq9_fGXlY$6K(3muMCqg#;5U9iiT64O|) zRA?2+WZZ$pk~#*2MES!(NV2<3o^qQ>CotM32!o5wWOS+D_+(;_FG;#4xMrV>rMrM9 z=Y<#ihZe!ovW%vzMbNYTe`*l`_bv>=(kPWWLi%VK@MRs-akU>zEb>+#<AiKDu6KAZoBCPv51%E^8_R#7+k8N7?=q5e++J zd1LV;;6DwS>7r(q*Be@!Ood(|guygvD{XK7YoGfvV9&a z#m=bz_xw;2_pL2fex13o)0C(+pad2gu*YN#{^rZ zh>=8%B?*ywoyueV#*G13q2o-r3%Fq7^U0D3$uJsvm?m_6)Qw;b_%rC^UE~*YD%Yo% ztY*!uTC=9<$dT^)U!RwEz;c#TYl6M~Imyw{@<~m{im=~P0M2xTLdAw9B27OpPtP_8 z)OyWJG9*5i?HVj~tXJIm@An5Rao77F>ko8JzjW!64V8w>N5MTuU%Go@8Ww}6q;pe! zmx~VH4To{0Pmmg!nOuP+fbp0*Q_`7m(^B9v3goit*Y{_k3!v-hMKZL)hN*Dkk+yT^ z%)3X6W11~|?K~3Lf?XQ(B$Mnmrm-9$Q?4vOYYweVE!<(*vQ$1>Pg+kb{}BjKIBb147aZv`25D zH{Drj?dfHOC}XBRs8~hO_;$4Z!R7-`&yJ);q3V2g<=D2h6}NisU$Vxn)>90kx`&mw zswS!Zaf7;9&)aF%roR6zaw)rdI+kG!1Q0I5iq4oF=yl0Hjy8$S9d0$9c=!4 zuR+85>6$vfy^W&$M>O#-Kk+}Qf$(o&^XoVHyzi=yMTf^3xP>0$&-bJ>HuyH=U;jQG zTjPI5GvnW`<$qCEB|=A+4qIfU`j6soCC8@Cq`p5@EBa|hT5GRrr15U&HtDrm7+2oy z<&BFKj`+2%ZO}gRm~y0O)_+=Czdy78XIeb}Z{3xD>osv9ZZbsiz}@x-?w)`Ut*d)* z(D;dozqi7?)MUeGbmFW#$xjF(DxhpAJlubM8E8qXO`S4KxCdQ~{@VBQs{hC4Fz_`R zv&Hnsp4z()sU9dOAsrVe2sU@;H*u`T#kVzEwyLd|cm;nkQyZzNEImQZj%l zbg+uj*X@rc-1;}h;{xl2tqklGp*jO3VCR6@JmL*mUbS~rRy2%LzjyX*={`wO<_yxxlS2?bK5%9EW9Q2-jC8d$#_Lqb>erdG2V(-gwL|f(_~Bns}tyR zaXY1lXs1V+Qx#ITcq zJ|23+_E-U2e-?+V%GuD&ZilzGH!6poVEzTqq6ef##l^+l2g(yHP}&G!fl^qL=ba$6 z90xSCBrILr`kf*4nG!FhPY&)bee&wvt{lM%WtxW*m8b-0LdR}qh*6vNf|1TF;_j&h z+LYV5*qctI%vYsd0p=Q}d$|VBqb;-8hHeIvGHL> z0m+i5dL&&e=iJjLy>{;OCEt)4!~*CFzl5At@WH0tXShw9c5c&H3Amlq8h;4IHngojTn!B zCmJ|+X}WFrJm?l&|3hJzk#6AH2T{;67Y9^ej{LAlex1p<0l?#u9w7o5PyW_*+C{NT zI8D~uRL6ey_R_tWh5$CtrSTwV6}uM(Z#yBA>Fb-rsN6vYE~7p&#cBs=S$^jbpQkN5=rEAg7jQq)LyWGcTk4aO- z@*vstl<1X_Bya7EK-q+I#E7IIZdwj4vIp2vordu>{{Z0OeC`98k1QU^OT!acVd*{# zPaq+gNCxRY_Sgo{KAto-0C^9dL#c1WE5GQ_2k=aA?Ddjvw%XY5QRdL4n3%1LNH_@{vBkTgc=1$=O zhYA+ng#o(27H6lcJmN%dV?{LPz=&;b*Zv?mW+S?JA8Zj^C}1SQ`T~K zc7~Cs#1Y_?jW6$X)-LHpF$3pytPn-#ccE{c$`0&iq|=7aGrNqUcQrd zNn~Ce?ndXfTvgBE{JOI^{oo_PhAGZ=E-en*ff+@bKFz1VsV%L;ynm)9qOQH;xaZsz zfpb+GH=f&Hd!cDnp0_?vRf+HR+rPV7UoE%gHli-|+a1ru8_~hwXt2BRD}bn*b+Ldp zkh&2q@@3tPZ$EoBAl6}D`16F$>pcA^DW*neXJ1S`WMSv(sgpdBB9X~M4H`B)!I1__ zE88hOy5HiL>xw^t(G;q_=QIgAT>aSLb~$i59|1L4mmb=?H*RAW#b96E&tFa#R=ND3 z#P!+M>FP$3X<)Td5O~J82A68!v|}GR#bb(+Esrb)Y@OX<$+Y;YuNt@={p0=*QE6xr zfAP|#Hy7{ioLZ})SC8#xCUmjSu4H`NVGMzGg%niJJNO&qe8lf;#EQ6EuU7RKQc_Z4 zJT5G}UssR+^pJh-EY|Em4zs1K`mt&h-m1bDqc?X)T%etr-8ZgGQC;EDWhd_H&&#_tc<~2}RyrUD{C5OE0KW-k>3_Xmua0p%M z>=i41%P>qFP1x<8a2AZlQJsh7!Fbll$qgLIpg;34+e52|paedCfZ??d=e z9(*3XtGj0#2cD_fQh%DKz@cxEti~nxraztgG$K@e9(cheWLoQ(*69P|2+6pF zxOuoITDPNsCB*1|aI0f+`(39#55OPbWK!_in3$L+rTX;$D1>t&H%^z^ zxozb-AK4+J(2`Qx_~qNVrXC$qT_8ixp7`0`J*bmR(hIcCyhC54w!=NmVPw-y%+lRJ zWh@AuCtfRUiVM;w$y&VdQ~JBOLCe`mlIQY%K!@6TAKX}@T`b+9a0^)>hk*X51Z?6h zgB?hXwu{~-BSYI5aeO!tKEzG z{!SNIs&(wX81)?5u#*7Cg+mMDU^J?shXkIW;=dA>GwjlN(sNmFo__4!+-sFvK4eyg zbI}uF4*-H@2wVUo^D^yqGQKM48y*Nrv z?buPrGoI1VwQElp9OqrjL= zh4Co8b5|ycz}g8-?@bEcX<{Hu^BojYfwh|VlZH9CpiSDjq#XRP=s{1SNSjsS_ISIIQVckkc7-|9Oc@;t;%usBj_XL0mdK!kxhlm!20No4;v ziej}pz+zLmg_kDjOq)~l?o_S(9Qxa#IC_W zkZ)OC6L7rqI&>(Qol~=g-eehy1IxyK8zUFu1xM5W`BjY3Mu01`>yN?$Z@|O~QlMNU z0m+oKp$qcpR1kt}sM0PmF+zl(kjZa1J|@&6*dmV#>Z>RkW1jvPr24Q#KO$?KTZ87! z@3z#YcY4DhV0+hPP|SbW+@UEZ>lE3W*p{;Z5OntIg=K?@N9;rLQSqJo%ET zL;kFYVs)<;$x&aGe>ML9AORe2`TrxXXcS%j+hFFbrvqoc(pi6f!i2;Qh05!7T7hpL#18S$@9JE%_(8|q zpY0%$$9x^9zsM&+KX~zNQ_n&L)bz+Y{4jQ^bHWwIOutv5LWMfSA@d}>7g ztES!~+qJ8`XtB_vfBQ0-@}FQW#kdN2Ee*?o04eusRlK!szPbM5jD(iKI)!Vpt5&O@ z*x`?N);oOe=$I`HOQ-(%uKi0c&V3NAb8KNeALZLshpyi*#>7=WpcT_sx5{tt%I@C= zbK)=G`5#1lO*YBxg}zV4X+qDZT8$bHyM#YIDq19378Rd-fn-xG@(H+LVae#L zwl;Oe?QveI2UDHX2DNazK6Lx)>jv-ETpwyTq3;&$g&KJrgWe~zZ_@y>e;O+_p&Y<} zLR1o_=)#LE?bh=4_r^C4d9`MHsa0uHbd%NRcP8&R`7Zj`O7xBK$;sn6WE38?zi6aZu1|}G5bvIWtH}XXKh50ABeU$UMx`tk=l@t>VBJBcvW8Kx; z-v0XaYhxaL-WO7VG|V0Poqtcpx)*b#$=?atJ;+%fy@$To8yekum!WZ6k6wCLzx~MW zp6-kSsam~y!be0+gdIj^oau8uBk`sMlcsFxP>p6dHX`M|B|*$HVMQdF{qw3{)e8M1{IOJQs&g`|x#jM7d~QpwUHZKG5w)%`d>=DNP~ zz3%%yj{A?_?|0nCk89?d8P(_WdB5MU*Xul=+nK(-vQb|f;co)bEE|k~V-{@LvgJlz z&#jsx%5@h{Yl=Me>bjPd%ZYwnG@3h2n0$KcQ#22l_O8XIYbZtycV+6KnIVmC*KXa` zI9_HFNpZ!fCDTW>@1fM~$9M0xic*l++ZEt8GEob~E?R*lqF^X##>2#T3Ag9b^@vu^cMnF~}?KOwlU3q!H$F9=(M~w{<6TM>E#A_uT#a{5Q*7 zl%Z0>y(9U3h#BGlkGy}^K#Cg}Cv`U#I8KUN*T>GlhUsjc0Mw`F|T zn24mW+tTYAn$&SdKBz};EpFX)gl%Bi$8BKhU)#WUAGd)~Gj$Vud;04HFGFWqn8$$P zmRa7+RUHRlXOunV-Gdp~^M_eE)gSut=KjtT>V19f79X5E;`PcWG2840BmogWID7uQ zwNW8H@&QStQd#w0Ya=7(ieucl#@Rb~e3ry+>(FO!$_(XY2U~~VA8$WDS8ee9_Q{?< z-gI9);TDR&S>Dl9Um*>flSj>s=fXIkKmJA^Fi{J$!MRU4(WmxjB6FNN(+jufu88ac zY&I@`(=K%z?B9(~9j%+~8a9jRQR;8ekrNB+SNLFw(oCm9*y7P=u)y{BUKcIf@` zsD3Qjn9tI`8PA(utXF#W?ugvGO=H10iL{YQr~no4>@|@yMc^&wj}K z_2ZUxu7hQ_gC1UQ(<7LWBBJG`=`9RRJqK(!_e@*3!Go)Tc8lM!9c*klq3iQuIlv-x z`^cd64OihS>S__8h6Hw=(Bp7>v!e!WJ(d~CT|5|c(R|9L{bUMhpfCnr6*?N$wbK&o z{_ERXTPn>Xr*4o6Wj)qy?28fy0CIG4@*_%LVwsMTp^P{{rz z_r~xrW4wbTNh>NX9gG*PV8^R{F<3PK$q(B%f7oxr4<7z#N6L?!Wv076Y+j?8TJZ|d zi2+t~b8l?kwrx4!dWhwbL}T0aIHPLms`F>v6$W2XgL#g}kVRK#MkKv0H>!vF|aywihc@A3W_GE3u>Lh@%w zE1I}HCp32Z@jLmBRD$$cHP;n)u)&VgN`&!;p<6`tEFx%%0Rw5C@*OgYT|6|Rcii&b z$W98nCOheo9$rf{=2~s@8XBq1*z+?=3yF6erm+KkmO* zG&Q=RI-+Lc!g-3rXy=iJoGx?YkR#av15mzXqhFVYA(vz;`rDypZ-xi-9=-0AOr%}S!0on-bC$F#!0-E_xUZDNd@jpMD>qpE!`oV(VdI-)wGPf=yvu1wJz$(e;CXv597 zv(|dII4W)I+A|V104t43*BEOT?8e3D5eOVue7=q^o=8+Q5-5DdWFf zbKq@Ig~T&o=Rp=#47mn=;diI~^Zre%^(7gQAP=EO?2E0DkYs_CpFvSM&zte$Cn{6- zYj`MbEJ~+H_c)Nazunjb|C|IQT>|GIn;d8Zl1QO2zGs-@hwfo@ndm{J?2NAaJr-=Hn?xWXfxH%zxahQ_n-k_3&w!tcD9@%x|fp)PobVBGx~{a(3j% zw3^KLoWptJhaash-Q?t6b!wCO6pdaB11DdmPDsYZBC8t^;zXaX_uP(nwUNgTf;Ldo z9@Us|aQc}%d37lHx*6`!_+9bAE+P1-t3_4ku->sU#x8P5s$0iTKjl;!xu|*8@7*|` z_eyEd)JQ3$alPe^(~esMCbD#a$N#l-H~pMBd6uq=*T|7F3K=F^zdqw|Y8*9W7B$J1 z{K@~dL_5viV7baVuz0&$sF{UN)B9fs2VB{ZGTyCe>pq-*dE4dCwNpNl)0(#TM1oDw z`U72y+7%nFigSPNx@c0}5ux`y)tu*Sd-G@sUWS4JW5ztTJzk)FL>WNrs(UE=^ZrU) z$7@?$d3?X!_xZW@Jco;?Vo5l)B43K)3w zc#;1Aa478+q%U z_v5h+xybciglu|o3hXfU+mI6~mLY-mV@;O){L|7OW&7<%g)U(Q-e;Lnp`AB2K}A9S zP`_T#tB$3V#f)ei+DxELHbl_jYPa9M-%}G)dXJ@I*W!Bj%W>V_#Jy0x`Rq_1^YVdx zos>HD*8Oa5=LC)MGi>_)c487oQG8o#EG^XFq*kX)3MMgsBuBTQXg`BJNB`fa?)WXe zJ5wpFYdK-im#N6hY3UCx8{4!)$hqN_OjW(aGgbOD?v&+br<5OR^5UHiWyy29`A5A| zABOD7>9X_XVO{05aiwcYeJ$Ltx{ufwxMazDc_gQgqDR!vcEMO^k(!R^UmnVNvmUt6NxDh#4%S zc~;WBau9R~IliL8bh_akALoJp9cwA{_`7a_;cf zZ3#aTWRG0YUwdZeQu63j`^EsullKSG@C}5mqy}j9veJ`lqKO}|a@S`n?3$kge>-40aaN?Hp_a9*R z&`Nt9Unw)wJF6)7p0M?zdYQQPP`ihRWZb`hWshd?vY<0up&n~@Xaq6e;x?~3AHaK` zx&hMHaB`I_y|j2NwXiUZ1$vt0T}IpEW6wzM@6~(hm+`-w4xOYJQ?#FTHk0+>L&6+hTmZ9~91RE@XVVgE*`-qo1-)-OXGKRUkNydW}Jrp}@ ztX#6wkPC+;w@(wgL;drtdwg-kitD&<$onT2=Al0fa5G(L z`2wq%9Y;%uJqn_bGu`#Aff;7H)Xc1alG)zE2t=Q9OE7z*`XyXI%~EL{?x5I z=B`kA)phQ;PFIqB(84+-_Hlf2D-13p@79H*^*1~1-fQyJCsX_Xx@S)&VD~$8xH3x{ zjR5_+A$8+u4hT2yIl|uU>k2v5vY_RK%opfhj5SncFie-FNFz}2(1if4*U{Z+p3^tK zDR3vGL+?tCZ+uhj(H6@Ya{&quOecl1hU16<-gmFlq=>^B>Lz7-U*SmjFcJiT%)1N@ zM`Xzufg%`8CSS(KyXR_sZr-#+_t0tSo$NFvXSj|nuS{Nnv14agyyDss1D2HR3{!il zd-_{%#IX&v^ydz4;?~Ih-(gapo+^^TDzcBVIlkFHvFad~i9%gG*dpVgHyd8()V-5$ znqPVT!CwCj96UH2viraNm;X8X;r}LG;D39oACXOsaO`J*jy3P1R%|afGc^@Tj;ry8 zqT>O|4+p&}*si+3whyzhCa!>TRR- z2`aBD`tiDZrc)#1;MdTnUrLD(9Y9E+&XgS=1!jx9w_;JIB}%t_g#nxmhgmxtwm0XJ zu~ZdZs)i%gSfQ$d*P(fjy>S-xXSY6oL(xTokbXz>uBS{Hv9c`mKn3As>Bb(6H^DrL zjowIf`0RtC1IH3( z|NYaQ8m|DU4@zl*MCq)#TitSfdO2^*|et~jaM@N}1_)Sz6Dl`o%+ifFIqWYjfV6`Vr+ zzyEI9MG<1sNJjiQAksNYeVQZZWde#t9Y8^A)$KoCt^Bmar1T5K-GReMSAQwkbi_^W zf%jSXIRnmQ(PJ6BgqN8KbEUMihHROSf4^NP%!N|&ZbB1P`_h1?<;01Tx_pX}@s0I1 z!x^h{eW+n5d1%;D*&2i?oYeNA);N00IT}QR9fLnrQmXO#*N^-7L#J;37?+}S?*+*M zx}l7timj@b@{yC`9q9*e&iR^qZ>@_r{j7`H`UvFzkKuF)@tT8N$Q%+WC?xLF^)*};__$ZV~IdU-N5?25F7AR@R?HJ!#L0T0teAp0Dz+0Wprm?ZH zOiCeoe^I9`XRczRJ#|qqaE)<%AbD*lRv(EUhX^Q<=sB|h*xKKHJB9au(Bp4;F_Iml zdQb7prw)DX5kn^PG(N@dZ?f3;kbDjheI7V1S|wEjXtl+k{!i~O%$7U3x*H-J&Wd^7 z_wZP_C>%D-7~7f)8)YqVS!M*66O#t)vw-nXase|%NFVo@xf6W3VMTYPFc zW6?s1icMV=E9Ax9ypivjNsEa(;5ro=YuC6O31S3YrKluD zp`<?yMZ`|JVZjC8`L8kI@S>VxZdsXG<5aE{uDE3Js`HrL=j-z|i$RH9C#E zcKUzpTK&2zme1}rKz7crPkV~HTLI}}tdpxFIfGnPQQ*mOis=%m*sOGAe2m?`{m=LF z?+uW5_1CXcqqqDY@?HP>4*CE8Ln7+$-}3)=;`sj~-@*Tqiv0U^{(tV)EbgQT$as1^ z2snoz!sSACvhyWnR*Ad?Ky@44>3vu^St9S>zN&nxV)>5kE*R`ca5;>%mk{TSE!4XA z#~=5t!>ydYP#r%i(O#sA;N@t!N2bJ(HnOkp6muvW()^ZFY;9vAhF;=f)WcA4lKuu( z{uit%c1J6l;|C9(0_qb(7>8XBP8d18L0{!S#f%aTPM-f zdkVvZoE05Z5Yi2i+!HpMqiIk6To{=}BER81h-ims8rz&f9K;fCfhi58HA3C2>3bv2 z3Vw!&kpCiG!0?fKN@ZVlx?Oju<3WBaX$0SIA9_GWPFd*|L3jc(>ygbp3Zm-11wHn>l8X%cf!u264PDKEgrjwy(nN!6vqYc1o zjo;9k3i&)icL{}sg_5$~xW^76ahA9LM90wFIJelk_i$R*>;tJf<>2F}^9l>w=u^iY zJ{tcKVVt@p*tt>feZt^DJ|~~3ne3=2}X>0GvZi`W&+GU+@L__78Or{ zcyk%oa*Wg1ADsReA(DR7o^DCDM&jGIM@Qv$s(mSBf;%PwYxWcsGj{ihMY zN2vGlR8Y?~uvqIjjo0Jxw2RogZ{HZG-4ZI^Q5Nov=a9?n|NM(DQol}txw1pnl7?6y zO*%^gzfa#YUOMURA6*A&YNpQ7mf(|!n;HRKl%9X_@nY*DrCgl-@s1R6oKH2Htu~e4 z2X!F(yUEVJI2k=}E>5>c8*(|-_rc5RBAAP)0QA=33Y8$7)vYQgx?xbiez%3D$-V|U zVQ|ZNTP?tL>9Ek$F2*^7BBSMf2C?;uMk(C&fk+*|_Q$~e-SEK<`;3W~$7r;RY}zMotnhp2c&F0mU$#Q~JPxQt)A;&*;~ShcuS!a+k;Wdr@T#Ye z^v!d$B~CVCJ&(E&woKr7W<1uVe!aBHB5ECuLOxLL*WNMaYlQ}RTUR%RMl89;RI}pa zW2)q&FJ z^?$dmm5e1HlMPD{gD@H5tlA{!HU6J4x&D?&rzD{SxJ!5xfW3%p9#S*0TvC@5lXZ!7 zK&Yq2J=>^SM7vsW4cuxNxwVur5k9wA%Ca!g`fkb3p^!hqCg4&PooHM_;VPN~vSoLx z3(<-hUu>+E=XEd@`jWN~gkGy?n7clyjX4I3CY@u{j_@Hy*Ysh zg3+gmYyv0mBk(piigl+wx)T+u`&gTw$oKgTfM0`10^{u&lNvNoV^dQdRwsi-0$!Lw zyl+fp_`CShCSFi3v}{ViC`RXf&B@szadHG?6p6k;*od6oG_$@CE|wE2ns#ji$wLZ7 ztj)*RFp++n9hVEsRL&K>(OsXM?DjO2brM3R)@UA(*kVAEhg1c)g(@`@M^u!~kWYhf zarnwBQ^hS#?T)uI&vk+4m#2#Qb@}-FAm+82J&LVtr{2_WyC@|Ot5N#+Tc|!yu}QVY zONbin*acw>pw312DEbUA7Il4e#23_@ivD@oGto?{`}!WV5|WV(B_?I*DZi$H4Ehx?z@@92A(V?%i~2-d?adu}=&+Hxc}^ePLXItxHXj ze#@)AZC3)yxkREwW|tqJ--O$28bY)TSrA`F)b3zuo1C6`Obh7ZeVtUW zTX++kS%(qd|Ne=vRrJm)I4T1yl@@O~*zp7LIUj#7e)hlrw@&wS4K}egf6XlRCr{Ro ztwo?~lA?Vfy@f64+I33&aXm+xkEV0U-Wo-(KgK(i&a-A~DzUeReSEBi1a%OY4?d^q5wv3HR4!B16rTOekmHT0s)QN@nFIFMCLCd@1 z{N`LmZ}mokKV-A|My@*r9tNvsKuHB+Sar$Wyt`d@$4S>trci zXDc{g7mK^@En*^EG^23hL>tkx07HZVxM`E7b?s&6&p+QhK5o9yb%)ld`x8c+Bod7c zw+It(lAN3Mh9rpSfMu08&`u$@fBGb%7wN`_)__c{8@~6zfpL^iB|#Sgv=cs5Hw_*% zXhOF((Na_0G@{`SvD$d^?ay!P>&GG}27*<{k8%s{K2xzI@oc@cyDfMSEV5YBv13V$ z3wJR`vvZugLX%UXVp%h}avM(wsu?X1`VxAnh>061e{{h6Ob>KERn))Bm5(R0!g!K* zzkS8WLtDHM$zyAjTt1#soLC1fB#rcTn<2^Sl4#s?3zw32XshSmt#woSaO_?LTDYH< zwg6=|58k!bET(C6l8_wn?6Z3mKCLq5nQtnc(iQ{~C=ejfZBu+(bG)WOkJ6I9ZSOrn zWqy-}4@6v)y#a3ZMpUWBj~o5lRy`*YK-zD17SZsIW*j`r&ddUoC9ZibD_nN1tytJ` zQO%I7a8uJ(-?{ljJ_sfy3BVJpZ%RyX=CH7vXV7hx$G5eFsUrdg)+*=KXZy50(y%2I z{4q6au-NF>fEu4o=Inq!r=UJ6KZM{qTci)t@Jsra{!;3`?wBKK`y`-P6v#8K5-7g6 z2|zNK?QSSRaD=)Dc-H5s;dUyiZM?~+EzeHR=;+3?<9!z1Rkk}ZlSynf!G--Tn!~7R zNF@wLq*Q1;*0IX8fG@_di9krg4rIrf&<2b82BknYMU!2G|7aU;3Qhc-5A>=dPi1t} zw}|v9%eU~3$#&0I zu8_@>ux*0xa-Wt`)4aoDAi91U<&y$pv9MF0&Ne5j^gGgYBtCi>A{nSB-tj&Gp0-&u zkaWYbO|zf8!T2SIq)@g%OGnj#!iUkpr@Vdj@+J1%it|kox$7mC4bV-HB~gUr>>E?7 zRx{WVJ*6xA$diUM~q0XYAtb!uul7C5@INcoWCp# z!R3_lt7I@iWV(@dY@{ekXkvn=;H6tQ+%#&j=vUY{1Oo+r&s{M4WKYp73B@D$xuAwr z>Z5_XT@z0n#+_ho#3)A!1@-Q$vDv zMQ>xEL|W6PJyzJ$B+~(gCVnl%rcx(xGiHP+4tooKkU9#^^!R z+YY<})t=3#6(mKh6W$1ce!F<_qH4pT#vcaN#xEd*@cT%2Bu0?5$EcGoTS*)b9ocW< z1Hl5g?RC7BMBL#Qg)@-I7SI@3^8lEDwITGd!$LuL*G5O~*xoQcK7bu|g%DEgpCLWX zcl1wbqDFX)+)z8A$T`HWt@E3((3VpI0GEr9j}AjYVbJ+Lrp2!9UK@d3X<6h3GfdYH zMwG-qbJQbil*296pzQ?QcFHxullwjzD7l4VkHxoE#|iWr+1dRZ5AS?5f>I|jee4w5 z^lR}!a5#k2Au;hjOE(@{+3K8ji;|H0TE0u1h~ns!{@9zv-Cx`nJayR)mpFvI&mz*1 zi38i4hlP~xk`U5CDfJ$evz4sc|Lf3qB7ExOzOHDIMM3|s-!;3WimZ7~qxF$Fiu4f= zBpY7t4dUCx3o7P~AzE5Xxa^BzI;kN;+D;vkcpyp7QNAY(f#l#2LL-5S8=_u(7JK%Z zB(F2OyTEfNQsKEA+~NaK*T<>(R!8X1o0mnk%3d)p_LZ2q*!Y?#H6Fz}Zv3*( zgk_i|qZ9o6RSPkuanksv)3{csk<9MH`OaZ_R#Xk%u=s;XFhpY4glSc?}$YSk2Zf~X*~-elPA{`qHH#Gqo+ zrQh`}^=li-$H!BBwK?MqE76wbpC*SZ#ZxcL_oJY!Z4Leh4}RY;O_wJD8Rvt-*7`_I zdqlxoX+PFIzx_kwgf0|NlDOl{reBAL%?6cL_Od75A!Tl11*M!TM0;M3}kBs3<~oRF-hf%;s4xV*NZ%TL~@M7|!0KMwGPdth=Qu;;ErZk)2PzDI5tx`09I|YDp1H%inbO zOPc0!8CTu;_|{x9Yp`r113pgbgz>At5pmQ4a4EDDL2_!#^QMz%@cFuX+A4n*jL3% zQYw|8hZs$JigA8&bU+5)s%w+l5XB$kxT&SXJWjcY`{}74yQUv{bGVWpgCfZ)*`=AzkBtWn5}7a4R7EdesrY%tb}7wsSb>D z3^t?DWJb>@sq#2&#-Q$xD{#;<01&`gXJ6riYw8JN3_r57bf}ubNy3sc{Tn)52f_xp zQan`JT&1yMeP-2ZQ3Q>_b)`-5;SrENK#1dg>H>4LeyCj(yA21!d5*60sH_x4xLDgs z7d`~_65(QQb>lM5ydWe}pLgn{jRHSf%~1i4HF8-mTkURfU6*x!pS)wvMA2H@2&4?xz zVIMmKmi=>$6km3Pl5Q9nDNg~PBVO^x98N*Yg1pNBY8r`izUjr?Gmk=P*kyI=S3kK3^H zL{=kHopJ?@JP(O2$fS%;tYDOLmq}ZfTVFd_@G7kDWZ3vLd2LpTbSUD?*M-9HaciZ% zI?t&f_>?RQD%m`R@}!Nz(x2VzI0eWzY(x%O3=96cHMI$B^x%zpcVxNXu$jeEA^ zw_cX+q?Q047Mu%+YmwaLFP*u8{|K0n1o~FVVEZm%BVnPzkrs z8=FN0bypf?@Q?WvZmIFDbt8e3{Vvo-L7GL(XZsB|i^S0`@)Z@tyD}F~1UOk#fSP@; zdqp?>ZsOf*vg`Y82mA{qp~s?@ zrVgr6I`yIdU)$dO@6?oz{8if&we!Egb&5Dd;shIYnB&c>NBpEo!$LYlza~Zw__rrVP6y74zcp_uFrpG=c~n zep#g;7bMSStOUi-W*D*#PxkqmmmBooxw@Snjc&Kwn0q)gdcnf7k^~dS^Y7lhQ_Z2? z6*ar%=p0|7I=sBRRC8iM>#f7PTYk4+E8#T|fo`ZHB^2oovI>Lfx5at6f^N20W5s#!~R|FQ_YuB$?rTfL+zkrQM>eMYDz_43Jnd^PVU zFptuwi@?YoxBp^vlMt-v1U+W*tp3#!sH?*<>m5ulj}AzbEE@V9LDleVKd_H1SnmdcYg_(rM?b`|ZV|w(|^YcU)1s{R6sasB!`JeBv|}3}XC#y;GYGc6{!< zeo*8VW3Fe2giTXZ6h+0so?*<@Ncd&$c?m*idTC-Eeexwt0a~-Rx=Hy5dA-Hd1McG@ zP3Aq7L!wR!<5((=ii27}p1DP9)~8BV9Y4O7ga@Mz*m<*mmrZKiGmQyF?VM()J=bG{ zd8S}7|3=>^zwGhT-~N@!9Ey=28mp8!WO-{rSa)UM3>@;7^%FtQD1zoux!Kaz_}^;S zN?!jXV%mriTMzL+n9L=1Q?p2WD%dfs(eeghhjk3)nc2(y&@TrL7@~s^0Cjy14h~~F zPOQ*J)x}UkXc;Lfn(3q3ow|S2Q?FlaLo}Z-2ug(F(KpRH3lYxin@T4&$yWlCak9JSCxlt~_lZ-+_t>zsXx0Y}N8I^QTrN7b| zvfuRFnB-&RGkfMtf|vMT8KKNk8=BcQFHsH7{Kjrtx5S1_^p6kd(3ev`Q??a7>6@T( zi$(lbb-#^+=?(SGt*TbfFM4^GyV$yO=B)#ASGKofo&d!6^j`-I9$40Rq;W!2J+o{B z&J`ddeN6r~+L58;vn|+LC6&(QU~0 z z_6h#x^dFwModlVOlwt2ssJ#K&ldK{7va=G9@MQJyIqg<#-hrBJ-lK+lf~IqpT}~u( zbyXy-`$B0gF@B2~eL;YpQCovY+l53mm( zri0YtWyFC!1U9at?Vr>(_}8UDXAdN?+Lp7piBkWJQKi4LdkQ_k8`3BQ|=9f4DG~YAd*ZGG&A@7{Wvl6Fb?$H}vk)$IRBc zr`h#&had{1;j;5b4=neO)BoF5gUAKP33QcZ9>Uj&?&gz0JQ;+I~Z z*w^DVBtdxdj00Qi!vEx7*Qf32pya=$N%M%e_Zd#E)q4jpUk1`;*}8S>4)ys>)2*sE z(Fn4cGJ|VWVzr&1N@6)-JBw0td$&Z;A8{yBVC`{T5tMlrNQAxrM)=(;%gBS`M_pI* zNZZJfcMk2><&{^bgOX%Z4uP>OqsmUH>U)IB{Sxqi?xMteCVNOixIF8LVI~Yi3GJ$szZs*1sB?$$9`HSnoIVPbKC$4g=H5^s@eU5o>9_~ z;jRcU-H`mY%P*KxSK#<4LaK@IRjfZiso71O>nYaZHV}V2az|h>Bo#yAo-!Y|`O#?J zkQ_6Ni;_&8=-?Zg{y-F%5>dy&c8Qr9pDC-Z%aLsLN3a=TlAGt^QVv!8fO~k*$^tsY z0KiTJX0%JMsWop^4c`h}Jq$mRgiAJVdb7-QWd8%HV~N3*G^U{hD7)YLrNTsiz7I)z~#h#&;PgY&KG zTq@y-(1ASy z6gyUabzs@iV5sr+tf1C)%9lU+XEgNAlfioAj|#|Id-`Xi9M3h ziVX);0K(+~fIB>@UOs6fS1sG+d+QCtN(mZk)cPDy$PSU)>F+X(m5$6}e=)qU@MO2I zzLG(M5}uWXko0mLPpx=t>sk!Ozr^gEShqFq8)S43(9Lif*8*k<7)|a8y!l#2TyhIE z=xVU2+d{$`)jM21G1)`P3THCryW_EhEYxo*96y#VLJS7D;IbRe=QNvZ*XjtkDsVC7 zgD9i7hi6c+tgs+Zaz&WA{XR1(p6cz*pO$8?^$%RcK5&5wPU=n}fgk%yvK*b}2wq;0 ztd#f6PTnqgB%r>++cTl-40NaUuR0?O=am+RuW~OgZrMm*L2-B8rLC3-8Z*a&qovie zgtcbdzmGjiwlQsoA{m#+^^%BZU`;~4B8DZ@buBDm45KN!k;%{Q zFQXHsjW5sws0(d2bJ)O?j!Se(Gf-8C1s8c}nDz!iylIGU-fBs0t(UW`mFLsnxmv5*kDG_T3E+ zgJ|<~-=5-L;xW+Reh0_5I@?v;jPopt80p}h=XavlU4%K8t6!mexD1wV`{c^17ytkf zsYB_%@n0K|RO4oB9@jIqa-%)_ljL=t4Q|`|eRyt2Ln2{R!m|3yI^QtyLPoC{(BvmnI&boU8EbAeF1yV0#;5c#iX@-C!2aI>5(C0 zp(eFyBhIszSz~&azqmIO&Qo!K8jW2MOLL&Ywrpo1iU1&+F+y;DgznHxKx7Jih&ApQ zx6a?=!>hityqzcw=Ogw=WAnA8H2hxlK!EmJCbh9$AEVONq5PLO+S=E}QSE}mtu~Jj zPHAx&DhVpqn*IC7E_2eWWfpR0ORk$Kx*HMu^kZYXVOG)*b3YcvgWiZ4y|w}g({ zaCy<(x!TA+MxhND4SYG4J3EdNVKi8B38|7Rq9O891T2vI!+akFOaq+Bs7>3WjT}N4 zV|bDQ!6Y0JPDqPue>FM8I3jtDc07ecKwK+N?kw+Ifc%se`HlssPHGC)HoqkjJ~5Sg zHm?MJZ~D*`m!;LC_=$vyTtEK-wH_g<7Y3N&e=y zPE}~f6+c8kG|&}=9xIpaU#sL!<09`~v>}4<^djU;&>i~L|z z(E&-zE-g#)`esbBy1Kd_Rcdb@lUjJ_V}LgP6w${KQVCik4N`Gzn;@DzhB|^43h*c} zpuAc{E4m9E&c71k#dO3>McFk*Kq^6)woTSa@N3upGZhxR4zo1Ep}FKye^ps&&x2}v zRNg4cv+Dt%+D|_1&_P$V)PqsLf`y&7kA+eFM!y6eW<o1jD%=nl(4khz1v}i6l^Aj!3nUoeKrTnN7Fj)e?emV+ z&lH&aM`TnsI06sTSWyeOflf$V_oZ3uh$3;hho~lL*v82k=UCE$VIIp#K4|jfXG0C1 zG-q}&>s?Y(a;&1F;*-8C!-QUI!)|FM#8@XMCvREVO4X#oa6gQ{mDeX(jyPce>9BxT zT|imWNVlB|i+;Q`t`3kVm7*+-T00FA$%Z}LnnR0O4KCtZL*enRsvr+^)gmMaB^c%n-J(PZ7d_4A$lk@pudq(U}YVKL;rbE(G4ZX>2aGqou$ zQz{Q|#P-q`wPAwa9gCFGqM~l^k3IG9joRVCyA)JgzF*qfwGdU+iwAxC?VYk#-{B@> zGqyCBe$SD+dxCl6(Rk_r)tBGI!aYnhbHDoI>fVMT@@$E_#?7NYY4GC|(ETuL$&d@oqJ(oZI>$n)Zlb45V&Afl?F?82W4IU~@% z_@+e^V^a_lArDye_}%BPXjx1PU_PY|b!Rw2fN&~5#S6=!Qcb!4{=0R38i%}| zsH?4=`6$FFEA`~WoDkFKOw~!wk7TWUfxTEBt`KIQiM{Lm`rK;*YAf6KEO7`Z+-T3l zyh!)vro<_&t3*T)j#HKWn{#b6u1&>-7gov%G)kVGK(~7T$2WotwPt&%tYRU}XOB!} z0AMQIV;X(GjU*1?I^JA+r}IcZj)<&y503#!t^gP-j?cW+arP$+UCPli9H-jG1?sI| zfg2Iyg~8NKeHWE(lgi{^ul?e&%xq1dO-n9*m%r>q^zWZ#h+ zY4KNkX$@jfCR?k&&}pZupiuWw9zDLW*TYW@6Fs`sZU6XopO!U{<{%A?`!*KW!o&B` zsXFl~FI(~P9HaWtH=k!epB~Wp-d=recAzaQvr#k}5X<*%Wu#UDK*llr*m6-}+^-3ofgF@sd_lR>!iD>Xpjaq- z8WB9hM4aC2Xh{y~H%I@F8nCmDW63xLRK<(8#csCwm;NH$76oi|Ysb$%I|d?@SlmRT zbv$oFY}yNJPK-oh7M-YiSjJMGA#u~e<>(m$&_jInk*ntIT|QaC;ZTMaW5|*--vzuc zr;gm*^lVg#N9iLv_B+PgZB+l{g!YU7P&{(P#vXZjuQ?57oJ;pBEdYK=5P`!U z26U6Ik!F6)J%yN~1<&r1v0W4kcN=wx9g#DJO3jasm8X$gyyfD6A&aJO=AFx(^IxaO z!)1UM(zT)e)EA=rk$}rZpX@H6SoA5ab-~qT5a;TY1!ihzB!vY^;=5h0*4y=HK9E=c z(-N0Ye$km3-HM}SR=}D7bX|Vl1Lqxs!^Q1xPbx01N6({g^U zw>$o$TF?0XzG_|8Cd!~!1y5YVD0&rz=Xyl*n)tAIbUAiL0F$39E03jxaWGDF|I!GS z*|Q<_oX4m&4Noi&_!E9S?AIs$vgICVF%7iH+#CFAZR&3It4xQjMa5v0(#d5(9!%0F z7FqM!?gt^Fum%o8auBB_#W3ZKmpn^zmeILugZ^Y>$q=TJ#$9iR`R|mGItV)g^-_=| z+9St4v@v$~ul6G%;JAIOf8Trf=T5aIGvqD);~%4>D@>`BIU<8bje2l`7|A z&PY!mD-1FLVA}rv{@FEmT+=%@T^}zM9?Xv7NT}f%fG~k_^(yh|smeZmO}tUspQ6w;5pqF-eqrzdD~v;xBk#J;P1b2SWrk9q z=8MOjmF@?|Zl1cT`_?KAFH{=k)HYH>-mO8|%=Y1+oYim6Qfm9o74z`Z&h;H}S#}rY z(wp!gW&n!!Bd4Gw%i$>v!X`_~n%l=u&U@!My_W7daPASI9ztqgP_qowM_-@ZwWFM- zr@JJmY^#1|Mh%_~ZdLn-1+92eL;kvvmN~(OBRy+d#8!u&&C`lvI6W(yKo~>M()5=* zf2=o&85Qvyc1H%Gx^W6iHU|XBiM|!{>J7ey>NIufP!KVP-Neh~IBFE(Vx)+<2 zzhD3pHI)FxNSBtvTV%lmt$bd87)L23j%&sbh^3Zo-(GK3HDo7CsvKd|V(hovy|U}6 zBHHHQ@XQE9uPuI#Qu8&mLwzR4DzayX?KdX^5x_E}%x6T-j4qRkM(vIi4Fo;u<sqO(mKh&a^mJU6L09t1jYe@0#Tjx(s zc60tAtc=>T&y7Y%2?arsV$phrZF_~dK(SmgS)?WSK}(!kbl1G~q#P8x{JDB} z3{TgSxoK)R_lQP+eYnr%{@PX{#WF6S=&O|z*e?Z|qi|lx)BaeP=8Ki2E0!4D02z@- zTQ*ujVvcGWE#=`B6l*Izw&ykaPvs0ZS66c99Z5Vs%7$0AJ^b3WkWzm5!sf3@s02Oy zB(hhxZbjGn`i6!dM>0t30fD;F1`rXr_o3KsQ3B|DQ(y&&`Nrn!!z~@tM7tUD)%Oz| z$_~UsS(9QI5%SZGy-4p8UReKmj%K0H{#;Qg@?1Z0Zk2>`7Qh3N$W3qb*PY_tGo#$h zuZ8m<^dvH|_%e_zXY5P01)(QfZoROz7+J7LDXM!nL)FDAJDi-@>2BOe-+=1MjFFQH zC+_WRT6Zt^+B{32c|47au&`YdYC%$4gh8e7zkqjUZp^01*9U)Nk*v1%1ZIE)72nSv zv5_nWxKP(etSaM=*$+!cuhNYle>?8O%i32IwRIxYa+W^nHAK$VsA&};w|?Bed{up3 z6;Gph-pC8+ zfAZ0h7UuY>9LM)9y)deDs*CPgH>JfpxC5|P%aQEW4uAC~z-m?1%(-pNrs8(SdcW}S z`TQ4ej9+IKvzp7&w;hh{G{Jg%dOcF2q~eC>h_qxp4~xx~N=j65GAf7lB?uY%(tsJc zck+ElynZ?gMIsp1@J)ec1Dm6lp84)`l807E9vK#d2t9J_K>jC8iFv8%)Q?3BZRf2n zk?FF;1XoAh3Q{d2`-B?pR2Reh8(Nrgu%I}9qz0$}oBcU~f++`*lad|^Ga^p2X3sd9 zPv;MB6Ny5*1THn+G`L6ou^T|p2u$kMl6jZ{+OyP7^Y8?Fw6*Sj>bZAHX@{2V zlKFW0Iq+&-M=*KA%4-RA%+akCZ&uRhPIL{eY#aI7)$ozaCUt}(o7%^`+CNdPql(k_Idvq=TR*cnG{Ivv;AWasJSWO%~tJ0fr-P-@%zcGa9?Ln=bY z|3YpF^g*rW6t?)g78wkeHSyTyY!e;4ZPnM`d}C|o)q=D~9719P5WHWJ?gy3+_i0OJ zq|=+HyGFSbGV8M9-E>h)DQD0SpXc!xfx2)7GYgy`Oed+_b087~ z;Z|skS4OpeK3yJgD68eaem(HWNm6qHJ^+{hq9U?4Ew}{fCuIgajUcsMt+p z=8d7cvc|gjbDhWC40L`oM9fH%4J)HCsoJ|=ax1$t+3drB*gl&Y~xg4sWVt(sgbJ=Qog)NU0&ZX>iwy1F~S|7;bk%5*IhGSN;VON|b zra`cwv%r2U%Ms7?N$ydvsQtx=M}@uOd0Yr`S6H78KH=ekZ4?QwMh(s3Z7!!zL2*)Q zQkc7L2{m8%tU;|DINSbwKF#gzy`IXI7Z@--pswh`nk4T=_n$+LphUI-)B*Czq~ejs zUif5y+~X+|WVe(>%Z(`R^=tH%oa@rF{SfaY6BjAKhGn+q%Z0q<5_$I;kYFDYik#EJ zeirsbgm7{Q^41QoefRC!J>TS!f*S4G#XMwG{Fo=z?aPEItWO3wnkR%qkd3T06H<+{+; zYnNBw+r#95hwxZ0wl>p|<*b>~?z!_))y-1@PvqhFvu7aOcvbax?RZ)ldh?53^LV7K z_(?^gWoVz*`1T{Oc8+y8lzwNAkx0W)9HPh@nbG*bJ>Xgw2Y1x37dGEMH|5kbx@+VU z{*##{Fp0KExtyQtQyu-#yu@}`s{6dm-WzYqo+;`H@g&MQ%UWGoZg#I-{n%e1fVS`6 zw@Ykpl9|jtu)<$vi^B4uDSd3!FaV88JQ;DxKEuo3-P{n#%mtZuu<=%%kGNOV@H zpw&xtJ2o{o2DvuYGzPSv1snPhFvoxL&oy$I>G7G?er z{Lf&ys+(R+=h*CN6Q3_*TUlU16uKfuGL4IbnhF+2m$cWMN&$N1on01`r+53wmx3qo zI(qX0+z{E(nCkg?(qvGyfn#iSW{82dSL+Aj+9E>vPFgd${8=Gl`G3fY~$Jc#LS1`YZnpnxB?{cN}ZuHTeNM!Kf6f9 zCp@qGSBWnYB@%}}sRa+aM<04KACudo(=$5CnTed?5yhM)%5AQLWD@?i$ zLoMQN$^<#unIKL^5i3db3yo|!HR~f7Gn{S1AhxB(ZvrBhp*0;o{dD~LNba%(ow9<( z#_UG1gJg3tFMQqZf=9J=^t99J~tq4r?fwk!?c( zUBtGA#E3jfeLTdM5Tu}t7F)LGY5$Q0Iryr~>RLYCX;&PF!7Cj<8;e z0cY|BlK}1ZFh-f{P?t8Y@HHPk=eGlsFG)KtgV`fD6pW@R7DFDJe75L`D8KZ^HL8nS zTs&EDCNivu^|UZ^chnjNy-eUB3W$H74?1@G!mTLN-MQ6tV0I!C1ZfZ-n79)Ksuq(W z{SMI_i|B-7k(2XCYtoq|p$lN6Ac*W}H{zT{xFPJ--5WYOIuReIv%I`iJy_}a(A+_Krf-UZx%o&m`PFqLk zF`QMo-Vn2>z_(033qrq>eZL3$Kn@M*c{)xDHYVvhV6Y!EipVu=x7oh0luo@C+X#)e zDUPu0e^gN(qa->` zOLiE$xi{I>iqqYaK9FE;CS0Q=*W&mp?&a3DC8g&qSwg6x#6$*Edq&a&Qd8&4>_Iv0 zyn5+~x=11nuvo-UqKH~a-UK>Z1K{y8IwM&I*)h1_X3n17^UbjpL!0`J zzXj+is#6*3$*F5cWhIbUx2|1(6Su<999+c(eH`8TVxq7GbYO?&Yy{M?N=XVy5@(*R z+NvA0DSiypnXN1Yq7^xrB(oaVyDdsMXBZqZA7%)QDtfWHocPw|Qp7=K{3gl-*}#xu z4$+tJCFX>klG>dHZwVD(9m}?~m)n(5FjA78AyA#{82|+DXw}M@pf%*mvtrehAG_5} zj3!V;S`Cg6Gm%q@{j>7m72|Hw8hK6nxi7BLYuB#Hyn>eI!nSNaqgZvLA0IgLE^n@?(CDC?x%GZmEAq@@o-oDskZbAZ!}cqtrhJA^^&U3NI0%J+Q6%u zjUti4oafYV@`3vEW4{wDyQ`||dfDx2;iR#SQ0}dW7BHTzbYejj>wneoJj%If91)^E z5RT4&jGYf-Jx>bfJEMS|&R?K*F`qVRMqF%F2wNi!tE{CjXzJiU3{fG zl0VR+R5X$`BBD5C8n$_-R>Dm*LW789{S=A_WcWC{S!tQ!s`NhT=?-E?l6Z;mG+@?a z9M|6<0uZ8vo=(Mq%Fi`VJHe0MotXt3e99>&?+p-aon3H5L$jzb#L3Umq60!UNKY^S z18CitHtfc#$(7K19}3%A0*6qpNiK{S(`cN>(TiS5CK5wJYW##imIp=%BZ2U-8WiUR z0)#8*BkYBRlxL?Ew?2v7Y_oowmf_|{>^8oG-S2OVM{H`x zHfRs1|MJfm(l`pm28O&V-59mxXa}Zj^n$1IY)BEk1Yk<-yUm!Sg|R>%T^t*xw6k~O z(fzyV3FhNYm=7r|ysr?gtfHY;`tH8vafqlUN$!yAB!ngq@qA$LRFP(TX^Fc|u7os4 zmkysiX)koN{8iBYJs{-*uwh{y@5YTFbmx6zW3g@yKRs3SI-GjlqDCrps)l>ep`zA- z+Z{B1{1e$stzjXuWw!J&P#}4Cdk!){Nfr}c}esM!R1{oN0|2J zyh>)>KbHH#qRa|0(y3*kn^?875gdanInGHh(kId^U%!h9KGmGL`_@>^q0M!{;feQ3 zPv+;F>X0JdwND>=Q4z4M+oSSY`F(SJbCdMNasbG3;v=OvWH_^P$wrXClx4*; z{J9X-{v(WKf-khO-!m>(evN^`n70P=xO~yZ*>3obi4GTPS1bn=*0~h z06Tz+-?eVw{w5G%Q9dr1-V=u~)9{(*boHC9(%V zG;wW-=&5Yd&v#lAv?*!~(7l2!SkCp)v{55kI2@wIu7#a)Jsb8aw+oJFP@$10Tt9@^ zQ5bsRy5);Sj?CruE1hJtIMq-^M*FZENm3LQ>K&-`aT#mRTq!+xM=j+;x8jMpDwdg9 zSqoSW3&42h^H(ZnZhPv7TD^v6ooaPQzK*=XJQ7HM>670)fwRBP12- zv==IZlWwIw>&N{8Z5H0r)*c`2&fcj!j#y5Ut3g(tG?BEYqMVUdpb%$-pgp*KB-vu-(6*2X7@uu{fhr}_#laVDO zo7nqTreGimVWuDpB3Q+xqtflitg6e@1LCz%&S{W7O9BoiuKwjWLwr&LyiZQfs9PT=7^8%}*`d)%2|YUl6PwEOtL#6A=T|GupHY*Wh675&_71dZkA!8`|&``kXpR%15PC|)-B_OS67fQ zX=nlcb`*sJSHuj$2;?(Sv7ad|l)%0TF7+V_&(5%tXU}JCY5m|-JZ^JN z+V=QZ4VhobV%C2-;r#@}-`otd(1t(%Jm{Gi(WmRL8JR~7kGO1_Kke^h$o9xx6b{n2 zT;Jw)on(Ltikni$S+&^J^+QDY!S|Zo$7SaI&9yf5YSfN*qo2=uNDpOC_(pLP_^8?4 zXQsE;2JO%iLCfEMMU_2WIG*XffBQA=pXd91y0iQ{&T1KO$pe?W{>IBHSif9- zVFH|Xo#IvXJ=byir&SRglX@GL>B6%xErzzghUd0RL)P2=4 ze`VMHfHnX1>-M&v`1Zg5+SK*)m4E+trRRgbrt|;XuiFa*1^?TxoyYmOfBSc?(jm#g z{oAh%-~PuSx%}_`^DZO>M-j)n>H39fGdegq_i*IHZwhLvGP_r>`*;s7(sSq8s+;%> zeE6+@d|nmX>y^?oe4Qp=4)}lL-TeB0%VqgrzL67%=Z~aWA5OD2Afs`!W9g+U)rAQ4 zRDB9NH7jhme_i{~FT!3{DQ(grYsnCyxlEAm-Pu>_T_%#y)1v4U-3Pb_!M^hQ@*UFU|P&rjY@8d4Sd znv+%{pam1kH*2T#+{f{<<)@10R?l##c|YZ-h>FP$v%tFr1=|xljGv(M@u3T~-KqP9UU_;uVhdZ`V1h6Y2<@7$IdHXYc!FAlUJr zb1)es2Tt*TGf!Je(F(*eM2rqNWJQAj0aLnVBJYFn4|&7ryoCP@f|x*-!R1XcaFn3H z!uWU@Q^GzVnRt{-Z%}1Pk{LU;Z=R6!67nMW4F^5g$uho4FbUsnk~At|9yH4Fl1&H> z0pg+<^oH3FpTUdk=G>U9S6hQnQe$z(gY>MdiPKmbPVrDc*0E1NV(?fC0~1H&X;#!5 z7#NJ98kUw4owv9esJi*LDFReA-XIwH-@i7fncpjD_uRS&Xp-uQ1e+m%o0RM{YN@D# zdO8|uwFw?roVnYw3@-#7JAIOyqI>316K2eCjm5vO4tr$X-hW=%8GH(^N;0hw0%+=g zL#4-37?fIuBZ zz=N!P2ot0EiQ=fuawg~EA#Ta7kos2E)N{y$M{;`TF-CGiG7NoQ!QKOfr_J z3E9PrLLsD0Doe7Zh!#;X3nfdW5ZP5K6)A1RAR%j|P_|O36qTY<{hwE39P>Npe%$x} z@i_N={~nLq;~Xzx#sfkoeVof9#({-dn zQLji@KKxo&D#14eKZ_}%2UA^)V0v|7z{2BB$O-RI5efqgv{3ACYBinolm4|`A^Rv| zNxLU=A18N;Y$1L9;If%_W653xRio=tphTH6uD*r<8E<&= zSz(Ez_KdcjOcpE%&T&Fzp}wY`6YE+({mo;WkKoWBD}MHHXenoX{Cy6`_D9$xdcF)B zs79DKe1MeL1I%M4A`HTzGF-{`_zRMpV#fqk>Ci(LB#IL-#>&Z4%sP`TNBc&p*W4cW z&DGS@2_k3!74q%fLTwCha0dFP*Ql>2;0<`@@Rw#R0e@A&#=ft;rp^`=a8Sn4JUd+$ zbzh|J+uUqA;S)v0I$f*;O^%x#g8ah;XoQ_~x=S`!J!-&!h${^Y?(MUG*sCJ{#m{|1 z{ii#UgRCpn+dl8pyme{gxzBjT4n%i@KL3#W9I8PM<-OhAPwKgZz{V)T0OUa6xY|i_ zH3dT`1N$_4v=QENONyur%N!GUzhIN9cz5Z!W)*>hL3hC;MWEf)U;&`5FRhT9^L2y* zjjJp0ZWspCnrjpAE-PUL!cHj|d_~(49q2yzB;gq=fx9*ds9)8XVY2#ONYJNT+L(`X zD50<7UC9ckZN|n{UC-oKe>KV}R?#-&Mnf7doM*m4{Na0)0wn%^TAL#y67mY1p4zI8 z9GNq>7S&NT*qkkRUDiNo2AJ+NdZyCXAB{kWpSCCYe82^z?8BS0Y?!opls(xg)Xp?2 zKvf(o#jH&p?Uqdg6wVu0zuaA!c=4*^WnHJ#A=zJEZdFUfas*zobnZ^d)BLQbH$UqM ze?IFUtgdJnaG0)>{BCcjFU`(RInQn`7~vAEbf%rCg2Y6L(txNIDBWvJ?e=WUW%T8P z6LWvtteKLYnpap_sy2J}V=4-TCmr*Oo*q)@bi}@+E&{R~r+rgw-PD?;Zd1M6_58=@ z7TP?v^IML+U(4rPHRqsb$O`(5uh|~nde5)7lC{rmkF*dWsp?|jUfsww!=(*YPh=|9 zFj?X7dak~Iyg0Jb@|t$oPOhR?*bd<dg=Ycz}4*& zl9Mpl=%Gia;{J?kfB`wHGMo_bT*_Y&Q>bLoVr29}${oD2U0`x1suxK*-dAWHZ^FjSpQGV)!>+6<} zW21`W0;HuNy4gz;&!IWfOBW*Au>nZbBJ1m~z7lO%FFoSa3iCqxe^<^t$I;|_R47s^ zAJ?pfHa3gpNG>f(ZQLWl0R-*JDRF5OvrJXIbWE~j`+fK|w0AoWxaZV%eyZ-kDFz{D zNUXLa7gyDj6Gbpzq<7}&>x*l}t5Q69eFqbd7|qZj;Tz}ylb>&M;0UEAM?zMepxYGq z#KL_PC*HZqYQ%FtRUztNO-+!Zsulxv-?sJ{9n7gSa}!P#q!P3WI5fnmVYun864*8HAESgrL&s zgW3@RLcdw3k8AbIg4_@b+_?HX7}5!;g>RP7fig-KI`A0U3+X!srj{P>guu`4C__ma zb8Jy5qCOPQ5H$#qxQEVr`8h|#ylchkLGJ)h2?6|EbdNmRXIUQNZGfOmBCMQ<9GHFSl;`aU zohYG}ha=d%3C}tA0V5|&&41suYyW_mhKg3Ch#g>(7Q;e#dwcgQkEHZUOUlx0KCg!E zSL>ib>1ZDIwk`}&vrM0KaKU=YcEhLrpY)UVcv^_Vfp5g>Q^+6yda2iKb&j#VBW9i& zk0ZMg3RQSANoZ)GIwlGw3~+NY3M^mXD=&NCxOBFYLT^{a&%l6Xd{;zL-@jn1G)=sD;bke5pg-6D?HKP z^r|xbvA(Xw&@au1EzdSkzGVMmt4xICx#cGqRf-Pp08EbimhvTVIKoBx%rJfh+qZTr3%noN79Gv&R zVeG@wldnHUwJb(jrNlmc`*zizb?HvkR`D|4ilD7$C?<&sL)Y0-XafiMsWOzf&!9o4 zcCR7({O~Js{k$pX#RN!o63UWyxL;xas z3c|WCjuOP=5YA~^(joOY<|3-$F$Oo=kGwzxWzcKKAlLzHM>)BWK#1~&Q&wCHXx!nU z2IFObcZDtzY^Q_>PU>QWS&YE+moo*7gvsM~i;o$Kp%W`btg>D@T)T2*8aXlltzG+U z$EegO5(k4)O4w%Gp1ZpkZ7*7BK#RMylt^vjSqW%xYHN}j)b?GhpGAs*_NgC-GWU~- zl;IdZdUyoBfX`p8?pV;dgPhFxI1gU_8ZEY~lC)yOPPUUNZ9C7sM9Kf&_#RJsQBXHkhsLXCg`4_)iV z&#Rm2k%PX*?aX{*e;E>iFOJyc2pc2LYLh2VPX2Pju4X&1WcM{eM~_bQCCBTfClsW3 zD~VMR=tc&LtD@*Fhr1oQAdQ~lR)y?f5!FCeeW78^r>DW8!bl(2FUjeA1X)%o8L6M+ z_h0rV_oNm64wiV`rB>n+YEL5sSoWOMEBcWsz?-~pFoeT2n(NAxmz^53BdOO5LPsJi zl|B<__h!fOQshwrU&$TQfWL@p1zGIsLp32kwyv7#;Bo*#?MO5NH&=I~Bm(V3c= zU`|0<1?nTk4kaa%eyp@1*r0{5o#i=WTEg^rm*kv}Lu}jzTkV!6c!D^-em-3^gT8}N zqS4)!`Bag~xq2l?hWRnQDcsMJ0Wua;hWiQU!%gY=K60y?!k)fSP$P571zV7Z!%p#| zmS=q(V{iE$m98`hJZb5G<`eHr8yg!4=o$J`rfRuSJ2Al{h?i)<^nLbxA zJ<&%ZpW@u<7h(e>DGEnDL&R}y9@fC>9)A{o4p$=C1L)A?rU|r5kakM>W07@$9%zs| z2{bZzm_x%0(9((PwYwj!3(T9%mx~)DS2`?HUito2dCgrYSUQV^oiK?~O;WfJV$yMt zL&COql#|AUpAPt^-IsBx)x{aoS16kum_WXP+F>!V45LPw8zOT`3yV!xuTB)$kDCPQ zvtq$ryMEn>Kcw;z*n>|=E${#@4P*I8HV+em8gB$Is&B7ex&VKiSH76YAcY?c2YcUU zq{f+7zaol=q4QR7R@AOoU^`ST`iMVUw>L#=>iK@hSt2tx4iW=Dge1rB?2zgb7Ysq0 zeUF-2x$2_Ha(G}s6DRPdbnaYZ{GP8-^n5+gA~n!tfDeCF&K+ZFePfY{K~Qz{19?vqP$)galF8gYkrFF+B8*L1nWMWvW{4esuGG<_6xdX#ab4&|bU< zVVf*MjxOzYuf`ciTHH79g!>SNL(j#wiwE2K?tWFNX?X z`O<=~MNc+7NM@G~FARY*1!7liHe}Owi|29mEWXgko>s%#9PW1^Z3T@M4CPo8O)zSl z>=cI0`0L%UUV0+6#o0Lqw?pxML)n%#wD!cY%KGCL<=P|}6Tzcr;7fdQVPE_(#T-)9 zf_mx5i*|&}=B3;v`ifPcz`OF4wFYL3UR1ti>3(Hk)Q%vt7p=gDl(ta z2Jvhuc=l|VT`D{~l5G&2gC7J0#psxHfukI8scK zbAZN_ZZit^-{=+msr^scb}h3wQB?In8>Pi6a3>LUvuZJ2Wa<;fiWM(Xf_%q^oN501 z_p4LRvTgc4R&8r4?ufm@EnXb*>?Y^3YB5F~4rXtF4br%(&%fyw(=I}N!PM*CTeq6P ze6_y&P5o;x!HEe~-tnDWzq6M4A$o?OArbTUZi1GUD%bZYGJ(XUY5S~=%xdNjS#ua~ znVuV^e*{u`{gOfO6wNagm~3@-aR6z-Ra82~i2(evheW19o8R-8&78AhWT=@`rcwxbcn$REdU>Tq%a!d)*o=!DyOt{p21_@@t zlfNrXnE1dgOF%-1kNc0C%9v1C6W7zG-++WJ*S)xK}|TvP&LS^a7v0Ys;$CGxn)}5cnxFdr)nSD8F{q)Q?kAgVg$vTWS5FJ<6 zo@g?@m=ZNWr2hYuuk7f1JL4du3&5lKY5hrU!Ps+v<~KwYs<$^D4}JfTb)dz$Mp} ze(P|)iCHExCZSKcy;MW8Jo}xs(9;Ueo;H5`XB0(G!Vr|$+t=)lzWln&CBO3np7SIV z4S5olkt-Ko`$H{=C?;enM~cjn7!cQ6QP^OqunhN-n%<#zjLDTMqU9F?%irHWi0~#8 z-0orn^|Z!lZT6rwhjAk;RcdKmf6@&rr%Lzk7K>}9r;@IySWo`N2cHewthjg2TsEt_ z9N14sl>}vUo0*)tLS1qymT)WxZ7NH|Kh{UVxtGPLmboNkt?$0!n1euCa>i4NgLdum zUJ?D`KFeFzRPpAG%Lp5EOGDN2)|Kw?jPo4jHkv6K6PLDBh+pFM$-2FJM+d)tRo&x# zjNIuS6R;_y=gP~;kM`XWim~U_YCmgJv0>oI?@_#VR|Uee3NuRQCi9I zh_iGjNkHX5K%6cf+l&irAGU9k&q9x=KT=8~FMsjVdPP*=Y+uOP5_EC?szRd5@Q$O0 zyHBe3un27bY;$<^uBzmIB@S;YD-AKI*&a8;XxFK!l5Pdp2eQHd2e*%MKkYN#B@{WP zT1DS;*+&j$|J-l?EzxKF^((%%!>pD&JyX|DN$OH2#^t_8Ny*G-{AMZB;7syTa6&YG zrj4VenXe3nr{+F-rCMXxXw5}LS9#FYQ4(A+UQ>(SLOLCWzEoN~R2P$Yg6JFlQjM@} zey^+e`&_n3;Em79K^L9g;km;ds58kQeH(XOU(ggs;wtIM_6MiVy^+U4yTOgc0mAx9 zV9kc1)A5!5+>W*G#^*fTOHWPToo|JK1!A>Mi@TP`2f8P&GK!`|7(T%I@qtP5%q16A zck2{iiAU8)ODj4yZA&fy?4Fs{@G)%C$9vwS^U>dg2Kf5sIl3d1=w;dYz6=#LNIO$k z67GAHl%cP>dgK*%@s=Un`|a3q1n0n~-UjX_oymIym6shobxcF1eit#Ag)#Kb%)$?* z%5rVRKRjzbJ@5{58>ixQU0-2}LwdGX#s!>2bC>Gqy5~o9i_1GKoVuW%>x|_o+p6|= z8Q;#9JfOJ=zYAw@#y}xc$cF1knovcLv!zxo{!2Q{~!s`Rlzz~7uv zg!n$|uc&gIG!u_!)ne!l#}V#kASBcmz4g*bI3)u%zuHG|29|FG zQizF(+f*6cVERm(-hvVmy=|(ZxsWkjJhb@{W8CXvq{8Ek^%Y{btkWedn7R}%ft?V> zTopa7y{^4&d2WKtS4YJhDFa5#J&^LrEJf;+9jXrzJeaJQ{?mqUx<`Vyh_ZwsQhUZ5 z_(};#iYQ3|B#KFWN&!~6C&ot#?jS52#e3ZNc2$f3VicK*9&g0wHQeB=BO4G`ET*+t z_)4C6VAeNyqmWq*D85jdj*b(&JSty3Ps>qv&XF+l`+v!B(uiA@mSbg$lF;Oy%nr5U{u!yS|{T!OK#_ zEl7saNsd%};R|cvNc-4ow9^uL>cBQc0W3W;qy&`F8Q^wz|8$itfyY^4evb7iUCD^8 zLpVglZ#2u+mvRm{X!vnbk7KilGw#^Ol{`9|gz4WwY8aWYENLs7LsgIY3Uw?Kc(P|% zjR_YYx(hhQA`Id5S;SXKZ6rvI<-`?Vef5>t%ona`pG5T}bBai^rlGR}ascn?fw7|? zvS3CO87IbHOB7T|R3O3^$+R?SD`Y<2OFEW~5rK|dVFQgDdFfDM!K(GHec%1Dy!!b4 zjIvw8!&l3n9Jc(u!8SL+$fT)S z`#8?n2h1tjk4FGnIs*cMyixXH3^S4>TY6jvAaED|C27DENfGOM1mRJLU?GUP1@VuF z1td+=9v`Rj^2cTV?lH$7tu7t#>qL36kLEt|e({e`s$yYKpIzC0iCHI4_MA#peKfZz zDN2$WhJcXE^w1k(-Ce(R{MJhdEt!#Egc}Lth0PFSde7(kpmUpj+rdRUBwCr9@1bfo zc3&`v4A45YUxq1|wkCJXT?O}L z;p3(Di)}tiWN*9w!hXfy*}iUl=>wJ=L~%z+dk7vjG@d^KxdO?A%G#LS>coj88EUWbd%nIi@Y zV|H|ehyy62q6~fPM{^Fvpf)IOChb0afBa>5Ap4e7nV@}U+e>i&EARKW&wrBj6JphG z%^08I;PP>VeX{e}^jzf+pCtdXu4{+?OIqfCVWM`JI=HYbo_nTxOv5wE!37kl{UjlGVqXdyMcsa_^p*KpT*V3g-u)3NZuAm*Cp&#I%DHR>18>lAWTV z+9W>+z!MO z9T8w6ue>!%HSXx6JLEe4-BYJKM7ZAM+QP1S>0pu)?7HzRO~_4dan8;J$xc8~)QjUt zP6y7wn=W-1xEpFE5rP2Sti}U9lO9||+swo%2u;Gpu=?d=skEmte?VqQAiEXl7U;r| zR3XidV`{RHhg4#!5Fj80VOU)~pqV^5RfXJ@A8raF0~kA8M)m+83Ghj$O)UN#A=To4 zj^Eu>6fpiAr4&GNl*%+M;H_HwD!#CUED%=s8KV?XzK({GgcX>bT>U~$EosRnt;1I_ zNLqeGZ9~&LqqlW`sm65ksE~Amrou4GXTvv;3{OHw)8DAO#ntQAGr>PIaYzVX2C^pT zr<`@tm3YXFoQ*SsmZ6u?Vh4;`J(SgEkSzjx(C_J>B;svP1uT8_jN52c^G1YV2*oqe zWlLxAdj?M^3Takm$u6Ak-2J0>ncGrS9eq5IEz06FH1tK3A8~ZYCMHDa`$7TSg(6d% zc?}OY(ifo|M5xY$0qNu4BSzI_l9;3Ef54E!GiT1US5oRvE5J0FekeoF{pZUV4VVR* zyQh-W;uKdU<2g>8I5Db>;o39AG620O?k+v_1ig}x2a>UJcTzI%UoGx^=$ypO!geN2 zp+d(1wk;tO5x*lK@serF=$Dm577>w}o~XlsR!PN&kd03v=M~j{~Cg_QNTU@GdSljXJ(GOBeGULxi{95X2%EEzk3q#jXnSHG^Y?_df zvHeNjNt;-4QsxICp^`blkG12YNqPj%1-ICyij`3xh(S>tBSe#%kr^Clyj{ZG7mD_Y z@142Pn(R)zXb|5umnIDDtj$_W8X2LZ1A>m~O!x~a$H*C_nGAXH&)DQX?oc}DqqiD= zl9Nrc0*M9C4LenZp(Q9dtpaA6=qt7XBtF6u%Pk1Q#w&rN1u?erJv#KU+YB(Al?h_I zGgYSYp#3@qTETr4(_1JSH`T>tmXQCurHP(=SDy6DnKMB}{E*@K<9~?XWZ9$R;POJFL9IYQ8IpC8`ELs`019MFMX?XlsF-N5yv>SW=EQNh4)HGlOE3i+ zR4S24WioL~9vF4gA~v>EKVX;`F$^RnEM~Co5~d3>jzXy@WE;1vM5UhSVwmx4~44MWJJ)0i#xkYFT>x z5FzO(V+U9!8llQ`OlWwAW%t-`wBH^Sn1^UA&Ox2%a7b1-OcQG4C`gJU_qDaVv5T&czR35Qw=y+3aPJXO5uUr2!mb9YzRMitRjQy^K-`QH?f;bq?2Iy3j8mk%X zj3j3&0?vZPy`eQ>J!ilG9k-zq+)owHp;<@TOAMyiaPF)ujV4m>5s@uw24QUn&E-od z{g^nD0*sv31g^vgQzhdfiqv#0CuCq98z!9S+tv=cIcx6PGVzG5P0h+LW~iBv=)i4957Z^owO?@Jc(bNo;YC$gW!33+_-UK5g`lUO!{% z40#TjT>Zjcuk<>NFBUrpELoqL>TGEEDo|8z?di9FBZ+90jDbH(pmKRNNoWi z5hCQBu;+aCmA;Pxz2p^a^OQX$_SjOIRNhS?j|dT$N5lP>4iHxLeMh*Izi?cAL5@0T zEcLiC&2%3dPkv$+=LKZJb6B-HO4Nt~@lGK|7)Q^)s@CoK!UYS=U;0xg4p*IRDTYQy z?0qHzD7Sm4J_Hq1T+W-ZId2XIxi8&uHJO zB-)4&-&cKd8#aA$^w;&7o*)i!Tema}i=$b*xR1>)Yqk^o&`zV6eAiy5)%2*zjqt(B z7|6m-s%~^F0D`+KMrG(po+E~aTE9M{kbf~fdQ0Ri)zxQJ><}q-Z6m_-xIcIHpAD*K zCZ7NKkn$K03t!Q-xuwB0mU43@wUfk<)aD^04D`iG_{jo|AmEN&r7vc@y8rF(s-m9A zsye*%Oyd=qXT z&@^jE*~Ue+Q#^~7>}wd-A@D@X3HjW~ey zfvUjKnF5DFa}Syt{Uqhcnvd(_iPYsP-MV#p)HZVb8|<zbq9%T683ly1nBWI$`UlEh zq`Gpv*8VUu;RxF-%gj;NgF2mGWF-6jQtB; zLjxlR9g-lt$QSFS^EQBuPP^6b@$-B3>J0g?Xlh8x7$N87R@%{+JiFS;6*-^f4>N|7 zKPu~`!`uWW*GL>n`&2w9uaeAij;?0R*}k3M!QiIZd2ZOCkJD&!U=4VRe=5o9MP#ExMJX=B^!%UhMz z5HU#JE%}I$bDUO7>X3M_K-5rG9D{L};%3}KP9U*j=5ZPmonjH;s1-|}p^Wbwp1xa^ zl4&B)emcl-CYB^;Vb~?3iPa`YqPKJ!OWKL)LL)OHsBTfpspzfF-!k+y&347$x>2#( z0|wj}(OA9;*C(d_^c5ghG)cHqLY4L^zA(`c;{7(d&DTJ6!!l3x4i$=Bl$Eh#sKe^; z<_QJVG|w1j)!a<{nDJU|UY?UaGuR$qM`kJ^oLZZ~4_l^or^K+iLq>)*V!tq*F2SR1 zQXMdik_H?cJ&Lm`#@^9wwdQ%m=MB<;?9j6#Oz}jc6P{9h-Mj-{68(=EBv0W%$QUIf zgt)~Lf@s^h-HAEHcaC_XWMrOkv*EBPEh*KEg@MaFBtj(GHaH^#1=Xe{1JRKDMou7Xgim!Fr1F!W-+EiVn*wP(X^QA zitDa)m=eIHjAk`nA7p4uxm3-wyFwxa)jf^J*MUq2p{%%|N&76iQL!*XkTE>-Ys6gq zFtOjGy;8^{uwm*u=|2S|Jw`sA^kU_EkX}Yjl4RZmH*OCbPhgjR9dUst(UbQjuJW!W zKC}Yqo9#iP)~qk3Qb7$wQ!;I)w#gYi3wyJ^D0{`*!Vzxtr7skR+p&6rX3bvUJsl$i@qnHog-;3dTSNq9zo%0Xs_0a47@<)-fJF zw1mt;ZcO_5A&Kay_2)!k5jUH@I^20mNV|Zsg4tPgyh2NXB+EEWwB80 zON}P?f$CS%ZEK&=J4391f|xpgoNXi8J4lVJKIT-K2FW?EtEw_U`j6K!$#3B0X17D4 zfVkHr9WSMYoQXJFI&1zcxe)RXtf5JgWz;G=dNQUm_T4{jw_m<8`n&qTg$mQwQN;@| z6UN9de2fM665*e4VTRBTRLZlTuO^TP9Z_;(&ic0xBCS4OrrLAHrlilwq`aKer%XAU zceTzm=j#riFZcLN!NSw)6Z^53+G8AoeTeHn76P>izTf%Z7;CIk$ziPkeepk(!uUNT zs5ei$(5!{IX?AS*u;!k0spyBXNxTEjWok?$nmbeQz|f)DObpmIDixhk%bj*o~IGzveRM=9#N1xHlx}fKG?$g?>;Uh%l~r|kbei`efUKAm;a0#Nu}Jf zf_g>zPkmL7#!H^${mH-NuCM;xqy5{({9DxVZ(s4Bx!nKAb8AND&)?bC)8yL4p$A2s zIJVoys5td<_1xFga8C*^)_%KQ9BcxIIy9@eawps0-Q8^a`q3@@ztBVUU(Hp#6K1|? z^U*V~7$Xqn`5P+Q+E&2H-dna9(;W17-b^8ztp9w6b|7LnM2z?Sdw)~B?vJg$=M$H2 zx^i`*;k6A@{da74G=4A!G;{n`rBD!e3;!DUlKmFNRsD*l1D%}TSJk@+!f{>cr0Ld) zvwH3C*}U)LbpvlrG%Rsh>DbushdENA2cPq5sW3LNvdH-65x|yTMix!Ixt$-Cz3cF0 z$2k2_jPqI^@ZZcQrQFR&7wBBZ7$XV~$DDA18k_0h<5f^HiEl-EF>jTD&%Gek2CAOVO z)zC}t>eZ`abgLRle!GXsiWi@oy>E5ko1aD>fRmI53INwjPq45}n=*J_&H5EkO6k={ zniVlZYG;v|LDUIX!UUQXi%!XOi+bBPfA1L3%G=2Zb$N;aldyIZWfp?K=Xe{C=VEPB zV`XLHEB^$SmsV0U_#PE66-a~Si$+qIQ28)Oyv%~fxh`*h^sT;casyPd(*V(2+*xEv zmMs;YY%sp<8hfxRM7cTGU%FeHao=^vN>xDf>d+IK4qlCt18gPi&DOJ!BfRc&G;KIq_q2%fM{Qzgh-_DFgsX`M!k^ zp&tXSy3|B|s<=;G0+cnQ5X@vwp3F?A>(620`8|R)$!I2nkly|A`49?iX@_kq`&xZ~VUdrXuqovakFb zpw+W-m&g{=?3U)nPxlocb$FPByHnTr-U$*yP*IUlOZxiJVm7>pN9y}*pyu^}Kjrdz z0x-fauI0x zFy)}*C#0>GRZ=?lKp0Y>+;`0Y`Jb)mf2!jPQ@$`eueE}xpcmclxP?qK=j=LOxl0P^ zv_!&O!`iZkuG{Wb@yS=847#YfuE(c3t#mtTdPk4f+!*vn&n`PwMNL2QWpu|w zS#5^ikNs4w+jOtQ*yDFPShw3T#m$CXcONZ!Zr`Ry4JAGA=Btt6RP7w8E85Et;0kGHN?)j!)^?+8aAu%p2K#mr;|S zvNM@UBZ1#m%d+sK2V?f$pOEG`OyOWz!>L&JjBa{;`MYWQ&O?LMcC9jK+0pSwjvM<^ z{r5&G<<46FcHf%t(9pgsn+W-v={zf+-e7UIkRnx=i(64?p>U%22&ah6-q%K-^R{+! zsy0ZQRo}(hymwoLKFUcCOkHBv4msts^BV_+u{re%ZR>+a`x?^CaM16C{bW=1iomEI zzmHm+yy7m0%&Cn0J!vk^LE)#rQX2N7in)iS)td0|@J$?IXlV?w`v+JOdrgG|zJ__*TbwR`9?tEKoJ z-L(b*ikO^!d-??B*i^e=g}bd)RPrDpyy5xR`jjp_LbTSj&yDx;T7`z+Iq8w&1f}i8 zryv7PyXMkp!&jfU*fvddwXuoGWpF)}yo-%X)0pv8YSO(s6MzcC+q^k?r)$6^FeFziob@}pT z<*lyZaCzq#?AlW$4`t)B>CQ~c7_V~)PN+RrUH1-^Q=;eb4DGAlObr~SsiGo%FRS1M zogZY;PaX4?k8WJy2#f&LrVLP+vlwUD=3fV6^tcURRYx7S-M?o(Fn!Ejs^1({b)CmN z&_@6I9xb&Ujxn4byN5Z<8}<73I4<|bGLJ!FVb1R&GcAje(dRnn*zu)0xE=M&qjwredch@{F9#Nod|1hF zor+sc?`{n!dAKTn%N=kFv-st610B=#D%LXGSW)pLh{)RljkVw5jI(6v!$hsNqh6ig zJ$SLiAgX;#gw8hJd5wQc3>+VKf##yUqva7qhdvMcx z?qFT|4=viPct#J**08WJx!kXmM-0Y*xHDMKCh+_ew!^oI-L343XB?~2>F^$$)WpXpQZdEtPZWMvn7b#(oNGj*^98y0sE9>&& zkbND;;2G|+Com>NHW1rkqLNFl!%2Xsc$!SDF{a(9?Ovy2XJ_|Sw^73)6HCIBBaNIc zDNeYAq1!)zZ#CC8zUw?_!DI}t)xyHV^G_XUSbBzIU331GZL&!Y2L}i1J_L=q+|y@N zJAkCEFutiQ;m%rGTGMCE>Iy>U*x%~RFqzmgB*$XL46?Ke9VPeIcPb!RF2UX$=FG

QY^)ar}5n!Z~r8pNg%jGo;wWC$+@oDOJUj< z`)o@NXP+#ZP_!q}*|m{|vZ3S|9RaeJC5;-R(0+%-%kY}%3fF!bQXew9ox;KR7mJ(2 z(5L;cY-jA+C1fjkD-YCLyngw3jI4Q#^fy8SUjpyxnRijm2%dkaY?8OHL&hi*&F|d4 z{SQv(%?#!n1WDM5y?3wlv|E1H$6go`4WJ#YGkOd5GpTK=mts%Zhd#(GhE@4*Oh{+; z=qjB3@;t}9n;W>|THib8);7`eJPzomC%ArBCTC{nBhh+v=n)UC>)N*$yU#<#<-jw! z%xxVeN>x<&tQ}<^|8xUue`wyeacvQoOW#ZdVIT z+V-7x#gana>RUcS=|FvM(L8L?wh%e)L3DoAbx3~$nkeFlPWiBM4-eU+2Dj!^l5dHB z@@t!U&<{*)*g3Ip3No-fwb`}$g{9xNIB4b=8oKFGzJ`~2+3t0W19|Pc_S;qpiV2TR z%Z@1c{kF7b>KauHRqki(j2FbJ(3nWWI?SY2J6y!NjW^8PsXJnP8q8!gr;_ixNv z*yiEy`<6VKH0JG--vWE@jT_22Qrxem;gk^xfc|gpJC^d#gYnM>1*-)QJKy1-)-2Jg z|Ag>*O!`Qq_}}y|GJ|e^t#B}CsQs|M*ip=UzCb~t6`nKeDtrC)+tyqES8vaI<;&fY2*nPew&uu{F`^*w%gXVnx-oIM^TZ<4}F(UQaETW zod^Vv@Y^@;^(5Q8@-^6?pN9MvHP7o4jB49&B)EBbnK9q(kD;E1CbMUE=bJa4W1KG| zi*EfqG-Q5p(Yrg@wTBK=EnHSNBB(t|bswny*cqh{e1;tyHFMUrT_-hWUruiD`lOHQ z%B1{38YquP>i;d{J)JafTAk&<7_P88LK4hklh$KXtv0 z7^Wfc^Sa?{Upsj`FM4dL1?Yy(JR9)-x$-$jd z<)==Vpp-^_WAuFd`(s%_!BHpjpAJ^rdVQqTp6UBv{-PE7w7T8e?yHqnKR+~`fGh{h zk*y>8CBw3%63*H@JmdT7>`QkISiqRH9O*EAn0Yws-o4HQmZ&_;E;eg;RBSp)pPNmc zJ)J;F)k=1?Q@cn%)56}IHEi82Dkbd)+euPJAYZ-YWZ5HWDSe>AIE3} zd(jd3`Xi-CTP3^X3X|7|&l#_Uf?9=vioxT5h?S+0D zoN{t+on7W$I%~kA-Y+&+sHs<1S396dy{wt4^ev^xt?Q{!BigiRb%SEDjot6izb%Z9 zW8li0!{ugmjg5^RUp^Y$cG#135(@K%o~ylKP`b0UGpzx$H7~V}@o~G{=9$%@d7rHa z-*$3b(jeUN4+NEvObY@koHby1IT!>_K5+?kMKxk%%QQ7(NQpu7}qt- zb!@})Mp1X>dP40T88YrXvxziSpXTEmnP3BYSlnKH=a#P5JBSP>wy90ALQQZKql9;= zs36^P3Ms0md9Je3-1~k_(QKWgWE)17mJjnz&M+9>3uCuKck8lVJ&YUbZh6f%e&w;j z_chXXxd*x7)!^!RGAbg%uELDTk?Aiz-Xxin?tN2mHBjTs&rvyr9_43YR73f=l+LG9 z-gej}C)Hv)tO6Rtj~}1R>2I&OGwMv`wYJrpt)G&A4S)v@O)m<%sV=IRUVr=Pw}y4}l-Ctd>zp-nVbGX{ z;;8}AagSE3?IWQMs3i4>*L}D`d7Q)8)Tg7Zimxs_Gq$`#zXd(wT7Nh4*``nXuWPw` z^cv>{pDZpLbEv8GT%+0yZOkWH#+-2UEAf0&dzvCdxf^6+gLCO81$ct0??`F9^JHj{ zpFN83_KJdGEM^2m!jcu9u|wSlw6J~CfaLbk;@X;~^(X0y?`ZR{4{QDDQIL8874=WQ zS$psB^)nh%3*8+0JWI4IFM0%`8K9zKx%`h-0dG?5+z&2!=bZ|snBL-ZrEMxIw8q)^ zlyphWdsRGj?Fd~Rq{yr2r%P*Fuy^RPo0}^bR+oMFxJBwTrP~gxd`wqYey6c**80ug zU5WVla@$%Mpo0pMwzpR-rq^m&tPGS`jKE>4;&%1K=Z8ndMaIZor_6B~GYw;=Mc!VH zS9|S>F;6CL8qJuog9}^RP+fLAee2YgCXIq%*)@i&*BTY)oRuAvxM8H{wM`AaelOGt zUf|(yWphJZa&<&Un?iTjfkh)X)L6vbXvmd5s2QZObRsT8PM)GZW}22qNT(eE&Wt=_+h9 z-Lhp%Mb6{KAu1{c!wdXOd_)Bn=vH}^$_wE}L4@5lTZ%z1Xvgt7IYn!xOqn8;f#OrQ zkX1&;#x~_cwX|%?XI)$w6_KoNeDiyA>vR3xYy2yvOVOshJNbD){hxQVwZ>fTXfO31 zt@z)g52$(m_*|2L4>wfs`Ixsq>F5Ny*W4dam>bzSHP7LEi_dj*F4;z%?I0wsNFl#pd%#+hIMDUk7QVkfqOf9_$~3e68oowJtZ`jA^X! zDSH&W;uRVA_v3xKA*6oog;(S-(oJhDpemR))jn~t^5q)aixP+umVJHe?CHAIYl32U zyNk9oM8CdodM%Ayd|pLfiY7llo<#uO^Y+zK2ZTQhw`#sj+cEsHLrk`;<}ASSuI!L4 zls=lW!YsQjV?Fcj&ESKV7r^IbMyKURr>Sqk-9rZ_9l?Sm5r50xKRJ$dFiM@Vv7|{- zn2H6yh*pRm_J#VyC>h_nbe#z}O|GI2;=PSL* z3S7l~$)^09ZlmIFmzjn#-PQOE=m7;N97YS)f}t5AE6J(+d0dA zqn8&Wp4DX;PY(EVljNucY2^;rv3;>C=ti=kHs{GnaNvyy@Z`fVdR8tNh z1(yLk4ksp#pr2Tg{)ttA&JPxAqUxB~*G3|UyslJS92BW_D=2RJqxDsk<$%!Q68?Po z0SotUMCv!D!>9as5eJG57^k_b9TmZ@^3UdxVS_hV-4HH;5)5ZxX*0S@JliZRXgYuWsy`x3M>Cp0oe4%8os`4#`E?QYW6yvEM|~`6Z4X zYox9x0R>jUyvefOZs@(&KC!PPX`K>7b!~Z74oum+%p>bgVj`=sW5Lbh-229}C-@b1 zDOWnIb#qg?&FsD!QmK+!=n!uTPfCVUex~YXX9C+M>n#MO@|38v*>*)^%O~TA!&~}I za>K&#$#&kzM^seik$R5&^n}~<1C7N8^3X0*oHxDoY4XyvzT7@u zH^|nd?m?Hfj*f)5=v5VYX7qCp9z6IGG8twbOK(dGSj_bJR+|R+afZM6zt1$sE$-`ikM7N}`|oCDEhry4WC#dljZIGW_b&bV^_#~fD^|>X!k8tW4%}R7 zt<@+tSss|eRxdC1@NSUaUuGG(MJ5#PxxO|+26{Ub2kk0fzIo+{q0S*uEzl?A#HyOQME8_O1GAKUn2O~JMJPH}F>b8h}}HV(Ty-oDylLY?fq z@yJ@7lOikBy5+n{lf_*HB-S>S+Ut^5w#B!Kiu9vwZEASj^zcxmL;vH*JTG%zcE%KO z`6xDZMZhh$A83{71o^k=mRsSV3VhNo|Ma*%bM~$;*gwrVbNX70RYX>L9h7_%#k@^U!*TWp+NbQP^Q|FhDd^{@= zXl&5z8^a)J;ZyupU#ln}-7NdNa5C@D=m-rlK|Iw{k6< zp5k1kO(|U9pp!R{*dGZCTjFUgF>ZGKgKX9?eNf~I-d=qkYqtN~acT4B+5G3`d1msx zwWk}U-nNCFN-HRE-QwRR1D)A*%eEMT3+A!#@U%%eJ+e9N_9dJfSyW&1)4*qG=h_VO&$CF|KG zxoY3Bh=_+zozn)y&EIP0@#2AP)Rr&uO(#>$nY$f)u+z`5&;xEz<-)Lzo0=2Ts8u8A zD9;&Xk4JVu{f(-)KQlGnV#SBINV@huqB2>d=T;_$5!Q*B=A(ZIYLB{LzK#yglix41 zQ=70BxOyIS=~8b~d?M=hp2G0K_G@d`R3(oJs7mSmn8Rnb z+2yGC!EbKSN^-wYQznNFdb9U&)px0Rx8Hrg=u*?U^oh3kf$UFstkj0}>HW!wA6`~m z^U>_DEvbwopsxN3SCTkMLcAu5R937JT>3O|f>QA4>g*Y`(4d96Sr<$pPp4ICxIJyt zSH%#{O`0bwGo#Z_P>2S3i7i`Bu|u|{i>0?0e(XM&4IWm$hG%QmKeO?&jC*bEUFuew z7S(f}WISfC@iXtTPOIMEM)XG!w3bGCUGj%^n>Yn&u zMne!~ z9u-t&W%6U*-TGBCb!~Wv0gdr!Z{8e>)N;EuKPNlr3<;(F-iGK=B$OF))pI?SPhYh1 zH`E8^of4P3Vp3RSBsBq>DV>x4@!{l;s>Wrrlj_Far4B!JbA%etk7A!G=~58F3qH~AD5 zF|iaC|D{Nr8MA0QZGmPBdLomaz>#w8Z&1bqZeU=;cZyx=1@4S`)!%@n+oS0g-eUb1v)ZgJJ_W}ql= z-b~8Dnv)~nKUH>}$UriBkEy+CWNNxg-t}kSbPHsL#+la?sLmlyTmHm~M#B~sZyt1W zV)y!csfP0AfJrc9o!ERUS^6I)A26CZlo+CcXcyy|)^( z0&V8fJw5VlY~dc;$g6%)#L<${Qh_nHK6vn8(V|6Ov=Otx#f`!-dI`MV%=Fx z0sqOeIPa2A9_{!?t4=z)DV}r1Qhc}TI}#!oUHqZ)H65Sd-lsi*PMDkscZIR_NGHbD zwtN3ul4y$Od_xhYi!`sNiu2pX8ZR#v{jE3gpN!r3*OxVa!~3rVg#Dg=Oga*HCjqIc zTe@~qR1^)p#mXC6QuX~B^NqqH8Ljl;4bL%^g=;ex`%b$@jX)PK?yPh#8u|F@yWVMc zCUoED>IO@yx#;#mFE2S_tci{e9EX>1X6r8O@Nu(~DlQsdDBQFA_)~ivNNgr9YEO{8 z4@u)hj!vs%ReV4Jy;Ca6(_=(CGq(Zg;Budrzfyk|!4yL1m`MC(3>HpBb%+y-{d9 zsISyeWsM_P6=+)ixl*DFTAL}1z4{=h$uVGvo%!Sg+M`44%n=bvsVW!)%;!b~WC_oH zREQBB{GVJGgx9n_3$&1l<38QvCPgez4(KoiU-bC_Efp$7EdF7k7f{(LjNPv_J9(JO zVb0K2OTSduw(R5A*2i7A%@xliu_dY6*DV7^n%1J_JW&`GVaG?se5J7HZ{Kt#ah4gVC}2Esq7aR2crl#}8nSQ(s3~81!}V zM3eePaEIMmwkA3{NDjv9_hmm0Oohz2B(()Aa{ZEi3frtdzV`Q*A@iW~1o7e&86oJ3 z*@-zn@jM0s#2uy+NYm}@D_IL}r1x8;N>5Bs7~A%5?|Z>ML;cX(TmFjR3eUa%n}z-N kSN6a4X!-B=Gm4v9R0Y_$XsEntl#A2THPDItdCsr@ACjofJ9|TWGFHhp(HY;%$W-*6d6ioXfkGw zgv^pDB0X#O`Fx-IeqMLK-}BFNzrOdU={V>SRB@@mnx;!RfAs~vHqP?*ff|I?()r&&>GD3k+K zMSYi;kxv(mSSvTskAKq%c5qrslW}c1LyHb8UBt=5BitkVW_aj!6>vnn;y5@`Vs4k- zqLW+E`K*G$C}eSQ@pIv?+zxK8fP}BVWSMSuj*N`F>l__>=H|F_Egzp)1&4W%`2YCN z+nqO(vMGQ27xN&GoTs$w{{ByWEEk`j{L9;!2j#kdS#9*!e-V#7)IoFoe?9{Fgo(ht zC;t8~MsnxrMgGTQ|9PsnTgSX#|Mgp$&%NS)`1gMiiU0rpQelQ#D>uq}2JNxyWHmJA zn9pVvHe59`Goxb6__rr8^wq!c{L;d#ct=M^$nD!kx2MfUo+akw+}yC|oc-3nJ#_AG zu?X&moyD$KUcI6|Fe%|YckZ0uk*yV_u6xdPD5Pn{j(>f>;qPB+W@BUzt1spA*RNOA zBZS!Y8~^?5jXX=zX=FR`*A2-1#`gby*E}|NcXvxU59yaSdHi17SN`&4cV8bJ3kwUY zs0o+m9my9F!iTAIC(X_4vX1SM+PhcT)O2IY!KjMc;^yOn4QZDxm;CjFiLiIj3=2m~ zoj+N+_ryNW1&)>MJE$j4Y}$RUBcSZ};)WF~R-~Jh$einV%G=xi(2RDhqwq>7zv{`F zxP2V5E@JDpANAd$d52Yh=iiq}x>jh2K}vTW@!~};X@{k3!iK&YTdqV!v44n{7wrvI6QFoA z^Y2&S3&sCFSB3IhKT+Kh7ARv%}cKJElIXm+kYer58P zBl%}r*FHW|v;WDtPY>OGoO>4|%@Qx?u{QEsOD=8J(R`)WN2hXa+jj?XNv~bGPK1QT zM1G0a?_cclzouCB2XXk^*szCh+qM-iUc6A#)T9e(m1d+YTg?@4`!>g`SFaLuQ`9LE zd+n?DTK1{9yUS*qlrZes^Mq?MR_go`%IBe>JN>qQPlgj)O!d|T<5NF;_#ovzD<-*X z7Y)V7$A@7K5$AX6Z6pol^5x6pbCYM@-PyJB-u@exGcpF*_2+*lB_)wB^1%4ny3zJ0 z?DdZqCO%)m3H&oNmc!i*xC^{0cnpSpVT*LX=zy=n?p%B+xm#&opvbxYth)P z%?GIsVwvXHr`h>$W#V?7vMp_GLhr-w+z}eNGB?@ZpW*(ud|6?%*z3CV!PBQw78VxI zD=M}$7e_`$CN;ml&Q4D$cKObibJt)H3;3|0z)(8N6nht-)>06ISV0Jkk9~S3YuA9h zIdxPhVhQEety>ev4bRPteY$Q^a>;CA_WSY`D|GJo2h<|Z#O!lhS9x=ze}2BRPxF<( z7M4`O8vYZ}w{I&bE7R7*%h&AscK>h=HOI8neFa5{p4ZseI5{=-+64adrKj?yb#rA$ z2bZWxF@-tfK@OEqC;gz3(vn+YVP>aKZ)v2X=<4cH=e~UT(wKcvaj(Zu$)ow!ejy=i zH10?qI91yH(%-zN;zmGF5EYTSGWTjw?#4Q7-lkAB``)Th*(`P*p4GIpwB6IlVB{|m zD@(Gwf4{D*`78pI*K#L&<%q}pQn^5xHwc~~b#5uqP54Xz|6 z@;=DQs!P?}&{5`P%G-q#@%hV_C0Mj@QB$607e?RcmDI%U_0KkbR{s7yBPS=PWyjN8 zrMRS)_`*Wh$t{x9i+{wYonS>*)zV}1Cj59-LXJ>6g!<8#n zXivYpohY$x-q82z)$&iDj9p6H=N$0eid`p{{U;Tl?JS%$R}RI?ZR>qsRrNeZ+7TIpft#D#=*W>oq%@(oodvcV1l9(oZ|^D!2w09c z^)p}m{Njpbb2c{@H#aH&k50Wk`So2i!w-7OL&ttCvLr=CMfT^DJi>d0oY{<@F`d3msvvTKU$Gy0i0?x}m|L)CINh{ssq7c;M^Nr;%FZY~s*;K>* z&_ZH;aY;$8L!WwbT3Y|@JrWYSQ{tD>)!0Fi$;u;c+DPt zRN7Ai~Gb z&&75#T-@CFrKC8J>2p)oG0WNn zAIqP;&n|xB6BJzD)YR0HZ^OQfi6>|U%a#*O503aX#a*sV*WpL0>vdVx*L;<6gMI%8 zZc;7XW=3A%DCSz$@kv_MQ+e&ab(V;mSFBpaCAEfrHJ1XFx>Q3`Ga_;xC2ZAt396Yz zvt29D)b&7?twKRTD=7e3ul$)didoeQjI=(cH!gBgG&172G(EKW&BZUTRxG8bf7#x? z!R^PG3YMy_#O=qD!nsrO%Yx~pcs{!*?Bik*{Nj>eZ!i0tftDO^d)Wk@V0zZ`vf5Ho zJSY5odT7WiwGjc=q<93meh0dE>q~hp%F-lE_SXoD?Dbrbva+!Wi;v%E+wn9MRn-!~ zm}gOq_T|#}XBwJK8#ZiUU}Q}3n4hV`CLcI>@H*fCZ#d5UhFjGZ`e|C+ZBOhrZZ|2u zEh{UlcKC2qd3m|Mfu`citBeOsP2*EFqLt{Gc#?r1bnouA_3dkaVz)Jrs>HqbLNdOL zF4kvocv$ak=kp^Qe{fIUYb^tthl)N)X+!a{2v?NK8p!vswln4E@~n`VddtIO`FD7QQH!> zBIn+{dn+ifD=NMgt_}lI>p3~=5hE&t_^Mm* zVBOBgk8`Dvf`-WU67f*C^87t(&2BPKP%vmhpQ%g zt6A{)$$l%@8LaHON;gMq?B99%-I{t}8BKua@X%1+WNtb4+mzZ|^GaVyc6N5_uF?|A z4amfes8;SD+nbxCICohmholM4oY4Zjp^E!S3^koEa)eN64O;9wxZ=&nuR|2XHvyZR90g(N8 z2Iq2iFfIO}eYcXNWi3V7e>EE;Q)`};-r2Ui6^FBrD?UE`Ud-dC6VA{|fSGj@mNqv0 z5)x}sd@Mf|?Ml_Wd$slPnS0d0wR5d1xA)lbNJvQ3CMeSCXB}nhuZgFpkTN1u-VD6@ zeQHoo)@^1LlH8RiPo9hegUIuC`Owl+DCC{{zR%250FX@@*i{&Hhcel@j(=8kxpYYh zRT|mYWp9HMFLTR z(m#G6YlW8prvNyTQg9a-;{C664KKAPrkmEcic`^Tcnkm!Kjn3k_v#hOA-N7o(iwfF*Hkj6sG z`F={u<~QaxHY@RebxuegV}5CATi=9l<4>l;mwfkb6_PPch;(muLBa0Dg~>y_ht$;> z-b9HqZQQsK@HgG~H!c0@P5k_{_~do#77QCTOc}HzL*_8^3KqNQupP$T(!4rHX4uA^HJ~ zg&Y@$cWGM2KqlfgO(LYMPaTQyS~NE|Cv7?a+tb3rZL6ByCwdPwW*cv)sHhN=ltc?k zZ}`9{(Qt2Pnb%FEkR;PG&svhkxVLQC0yMa$9^do|1DjC5Oe;3JuGrO4Ek&0%%lO%a zfSWf}H8g@kW^jTe&vkGBRXu$C_$7dpn9KMHDH)k-1#W$B*p|}KDQ*dS(bB?!j&E(S zs5C$y=m2xz;fD_&dSeNcl$F1CzogHf@sVitXN{bn8e}1$4^MtOI@$~fAjxz}(yo(h z^T9|~Ten|7r$f{P$_rb{%azRB(DN>()b-B-4P1?nj~A0UtA*3*f8_D$?wj(9RmYTR z-o@@^$D=X4Jl^&6Jnh;*>Xh_*IclN%a`U;ukJZ%&2F1Q&=l!#?vh3rQNO%Q4LPM$% zFK2930>qjcVwihUWlgA9xHEEX(!F~s{SuodcU}Z=N;H{p3j>zub$LIx4(KkBq=QF) z5=Jn6cn?V&|5VHWpWl3Lzd=9ok!B^ux-s1cPtntmcE|hqmqV$adu}c>CUAV}$*bs4yP<&Igp&votrnAz$x5BPqu~`n9g^)k6q9Jzfqv7|9@oEiK^&^dA^8;}McF41XiGf;P(Y#O}RV5xM=C_9Ke}PTx9> z6Jr#wEHf+jU4gFf1@@kqlk=L+z5RVsDw)S~OiDfMj;+_`fNf8Y}kSc;74 z_xSNnv~K4Szm(`bRHW0(p`pyEVg7)ziTI)j{=@gV*>@aQK(for&+i@{UTJG6PUw5i6p^rd97(KP;{rdi{KawLu z<%15;Oxn*b*cN-tuS5B%xJSA39x6+tnYI>@0t5ytU zlU%S?yd2}s2pF$hT=0+Ahk^e+3I!RZ($O&T~O9dGFr6dgx}@CiYl21|TeboAI#vg$}1O zkLC*z$So-;$vWdaN12b%EYtgP+o?Fd{T;nk@DW8xB$idaJ{PhSRQP^7=iVzxAuos$t8LO&YW@hZ|Bg`6(8sPwy{Vm{>`$ zF8P*g1AWo5g`^d&VP@o%4B+D8qPq6Rd(BCHphj1wf|J3Q2o6{*i~q=dVfQoV;U;E^ zS-=Q#dBfCT!vUd)`hmK8e(un0SXo(jy^noAUrS@f#5hE-dl%2KI$ z08V~p8S?J43MkJ>9%2?%YtZdX&5R!79j&;rK_FCZ099>GJtZV8EX-1^7Zovt%9jWg zB0YcOBc_+a@`v8|XGg>z0vWyes2#FQa!$@6tR_o+!MRWB6iYO7`emLT4i_%0^N@Rt zTDq&Xr9~TPk~%0OBV%#mgaX=e(gw8^IST`#hTgl!@3FXWr0R)zD^5MoteIb)#sT9ZOY6U#alwyTZBu z!rM|joBl1afBx?8HMX?RWm6ab3ASZ?N=J|0c~ka4Ia0i$;AQt43ke|k&p<6o(qIr( z?d>00#u{cF4K&#(>#|1StJ>uwH7~Hmvp>4L{4QlAJybiDj zM@Fv0r)^&K_$c-cn1A?s+pRFKYoX zo@N3y4JilN^K9GK>FDT4d&=qQ>D6T$@1;Cnn4462izX%{GV&^V_ym0N^3|*NTUZF- zGlCF;OR5%}KY`3?+NzCvCA z-YH-6v@k-nW^24?bA7#Tc$&-iFG zl;ig=ul>wlH8!&1JfK~n_J4>qJ9UaqUS3|uJHG1zh`%0ur1cYJPp#@W(aoFbK$Iwz zf=dyMZI+#%+ay})I^%pJC@A6nePNj>)}_uLj!?js&=bZGfM|SX#_;GmX3`^)!!k3{ zde6R-NPvY7ebo5`jcAF7`T1<;-1+$U5)u=A(8lu1$?<&u{#^|qa{vCT<6h3Bmpb(( zoH=#Sq{wNTb#wL&yl+Onry&}-N&u$NTemLfTFDo1)b4LZ<`O7i+%lok1~JW}@L>NjP?&H7e~i1r{rIpVKv4oEVwBiEfme$eew- z`S~iK_`9l;e%FU$;5Q;9ORIQ#fdHR;;~UZvTmj5+4;dB9>Pghj&*DTm0Vlq zA?;Do`|T}=xbwhMh=b=i-KnXm0G8a)xM`5` zM2w5{M+>G0>SzfBMuyG>E+DN=-f=8W_psKn zNQ-!4Dc(=YbwXg~TNe}FuRH3N!q=Qjqzwc6YL4%XKApw(zJ7*oZBvusrA3+q`=E@; z#b3)wO;s@dm-q51CY9Fb8w~-c>DPOFH2xgJ!{oo?`#^x<`2DBvow!DF-o((|G4E4o zqlgr+;OOKeG9)BXVU&1_zUhd+rTf$XGfq)-|D&_Ewq~}rH*hL+egb-`ll_o^Tw+jkJnUI(gU=xOuGkPyQT!85X2&7!Ao9ne%B$zN4dE^&z|kg z%gYnewF~a$%sBm$Vju>8$mHCm@0y zhzQc}#mRdGgF^2u{D3lDTU+}aJ*ICSBus(>^7hfw(;t6oub4M>PxU5|-@9dwp#gpR z^yvw}#w7O*yU!}1iEiYP&^M+ll<$KnpcXU^pww!#EZX;Zz)*?p*~3ofrSP@CwzJb@ z_Vs>~;UtZw9szU;_=d{))*o3X1_uWd(E<;&KN01TbxCMC(*>gfm}&L)M37D$_Pf9a zoUY?Cag2KDQqee3lt8Vdqk?D8ZxRiUeT;Sho)6w+tk)`h zY|FEYqF7Gf7gy+o7j&(EP7R{;uZ|Qo%^trlQV4+B1Jddb2+AY06!22|@j?m8iK&6Q zfZ*VDzv$@bUewhw*VWZow&i8C*{%fMLQ8;yxg6TGU!65j7hCX6phm&)o{^EDOoRI; zQ5#5T271&n`tt4DgH`Q_Hwa8Dp!nHG&84B>0obT^w-G*> za9$luy+7_umi&`1&&zJAAZc;v|2*3?e`>TgxLqzLcc%Y@!9NmR5&7e$8Z|!z4|sF0 z#o|m6(;LvL{rvnqA|Cx=>DRAcuXFr(jO7s^5}E|?8nsZJ4(REHZ8;S8;L!uX3mufl zfB-=eksu3+XiI5I_aUK(Tlx9BuqJh1USHp~d9#XD3Dg9(f=Ohf`uci4=)^!p`uAg@ zlqQX`3mXOjb18$})T?qEZQC_epR%&GwKY^?;IJ#xkWOBy7U@WZ!<|kuU5%Rd3&3 z$1-D2_U((+(9lRn+&Mw|x_0A6N^fs($3;12D3yU=wyEGIwt%?ko<>{eCyS(p95H&TitVF?3gHD6I`9+)s5Zc%*SUJ?Igs- z6X7SQ$7)tXZ&42yR0JAPii1AAM1ept6%~~_=&{wGKE+;R7u5nJWS#(78;J_8d0Wf} z&zu3t8&)J0&>6ZmUM#0fYI>(dpq2t49C7)Dm|fBp4>L{z_TeZ3k96F~g!|#&Kv-?f zAC|p1b{y-L1SL^dU!N7JA&969vHBB@e*H zy5p(1m6cT;HaRc=BDygv7ncUQo@Au#T0Ar9i+g)|?p@e>0h9syZloG2#LR?kdZ{7c z)^Qx6unP(XVC5{~vdBYAIx#+;faIjKDwhzglh6^njN_7PIb*)Rrw*(V1)xp9ab6;N+BykZAx7N4}qas>XUD z~4OgCt~rE%~wke~S1)$nAqD5PJP z->s{SD69pc`Lyepb>NnZ*nZ5=N*dLNkCF%M$EW*=#^&>LA66C?W%zi~aGbPpG>G7f z?4O$F81`tj5#pC^NJQSnkp+k9(xpq~{thU*y@P`XK!`hmqvY*E`8xm=7%Zt8nzkfz zq!4#jM0~WcprU3QruQJWs2gWd?E(t6|E>iScNdMb28!TLLQ46`ZQp(aVsg4g^{qV5 zUzf;9fbJ1O7!asjl?BFy4t@_FJb=IDJjqIJr5?{}tA}uKl}dpUNMw3@Qy3T+bX#eL zaTE!e0waPG^s+nq+zQJ5c=y8Z$)MzUEOGaA51 zrx_y^Dzbe$(XsFBwp9nl(|ekT)S7@qb_;mtK#H!!&Yk>rc6Q{ALsUO9ene-Lj(&=; zJ&@QA542%Y+PC83c;@Ek8xXrxSM=|eiwkpP-z1`gu$088#=DW3 z)W7Q1)@Zzw{bUGxrp&}?k1hrWuQ(a!YfzM_a7GA3s8@G(#vvmJ6fI`HvWOnB zH-j4_KpKpBq=*9G-H~z5R65fGcMCe&4X})bphD(b)?J1>DOJ0P)H`4!vO)y~1(LRH zl75fkWL=eTW(Ba3j|vJ>u?ISke+?kYgnvU~VqLRF0pb%RVYTf?^VaNZ+4M%%Bu(?~ ze(*b+;cAi)6HCBZ5gzG@Nq19*T~dN!#R^_!Wo2@l(C4q#rD}ScB8!dSW1vYu_7fC2sHvHPf})3Jy1J$1 zHWdBsy)~ZaJZ47LTUlBX0uhndUu1l0k3J+_p&xopHfwZFzZ>fARwNlbHrA^8*5;(X zA(KCpoS>6I(E4wA<8MEd@cGx7y(d0q z==sB}qC$UiX0;LMg-sL`g3W#o#0CK$#nXrPhrClBu+$*;9Z*)ja%pNHQCsvB_d__M zs^7oAL24ii9uXD{0Tbh$A5>nT&|^V=nA{`^2_A)sXu!!>U!uI8g!h zFpnI9$*g?%4`HiQI}TJt&IO(28~24-oy4eqm}9Emy$f2lier;{RD6d4T@;lHfX|0x zq9ZzsMu9}Z=FOY8WzqhzS{tr$xRfw{?|_z8DhL1^0?W8&12(SkX8Y^^IAiGiduS>+=4bx#&M>U5qzw|E8SVb#u3_a0re}y-Hn9zg6JZS{BrZcJ zMMk^|$U}*C%vBdy8?*PKR-P6xdv|~TR`vE$kG&9^67Sz%DJm)onn>uZ4N@E=TyF^2 zXh(>ja0GotnE^dz)kZlk*zll}WWSL`l7i~-60T_0NFbfnKpXzi(MRH*zzpV*2L~@| zH1P^KyqgELOMJI*#}N}8a<2cyZ=HRvcPYMeXF!EgD8wa7wA^>mJL!>|8RoJcJg9we zUsK8z|5$^9_<6+FbVc2RaZCuPQ6~QMj9@*TcD-YFU@0V)XC?4XPS(g-KdB zE(e67f^xrJWc~X9d=oFQf)A0~S8+%xyQ$DC0Y84YfCC=yVeEM!)D7y zhjOB!_xg&$n3(}80*^zlTCm6}~<*QdqNo$WXI;sBwU<{t1gT$o)qjLqo0BQR` zFI}J5=Q2(qw)pYxm&m+?<|XPT?8Xn%m7}P9ifU@h(K^Kq7r?+$2W&^y421Y)?6(pR zQUKA^k)JB_tQvej$O1tSZ-BT}eX?x+p8MeQh!+F`oHwfc8+RCt=qSVhiZ+eVvw*F> z2$+7?yWlY^(HfbVo6~N3eD65;ZK#BWvJnkn{zxy3>}m-w4EV*R`}XalJjZi}+_}R5 zrlC#-Awuy+D_4%tznOHa>v=uEJB^jehwRdypmGE6%=JNv<0 zflXqQVU(ySwMC~yBzl7b+TMcVyOW=K1tt8VsDo9 z4O^PHza9PTk}z&BtNlu!@kT@gs|`#-2>=Yb5D@B}4HySMg2JDeo@O&aDv1QDrS^%S zkD#Q-ToyzBpsT01O-w8VX+`vCYDUHZJeA%@0ly;XlR*&vh`WuNEJer5TnBKsoC1To zk{T!j4pdX^lP8lxBBQn~4^+Fo(-qny!}Oa>7$f!3;&$hQw}cH>xN`UDtV7n;LNIpK zjk^s132hd9sBkgKBfC(TJ8`j5n-{}m@{ z1tsgq|s~A(cI7H-$jSTDiwS`nvu0pkwK85q{qKeGFca}Qg~8j~pD!>gf_ z(@}_l0WKBR$d6ga*b!_TVkanof5_4~T*F}oU}MBQ7hIf1+t`rh{Pl%iBVT-nX04Oc z@Zehp4Cp_j;hI>#xHxYIdj=Pfhjp`$_>4IN6VqW=EqZT=?5rnk7fIsG5WC#>S_BT!)~sd%es$)6g(;jp8;=E>VU}cr(%^>v1L&|c9xYs>A9I(jv`$*+xbD2i)q0K zdr}%KUqK9=Dm`v{H^QcD-tF>vUS^R)coi2D>y2-t?ytT-zv%}~aCmmUuD6iZ5MD!| zI)>gWb11k_(yrB`(h#z}_(N5d0=6j>d_NwDxUMClSFvo-sG1D-e-p&Hivi4Y1rBU? zZ*TI$<3bThXxm!ytXM#`+ry$H>+zEnLeE0dC=MVi<;1B|DH1jCKM)!oeLNCBZB@*o zsEEiaY~4#V(heP0fi;7<_b!9K2)-{u*h)S~0FMY2od0MgPL7l~;((cnN4Dzx24X_? zrlGZmCmCGu3mgFoq=`*$;A^C(i0$0TvWV)p56Av0syPjX@cL+ox#ZkA{bDb305GK)gkm#)9u&^hAA3;2>fvp;L?-gENzeU@|06!DKfQem;;$k*K@*9TYNJ-TVi#Q5c5i)Aqi2ATM3cJ>aWTjGP(&oSXvI8C4Xpv1}9$%)!7^M8zAY&$d^9tLM1 zsO_Px7l)g+uL(^r{p)nxskBhHb>h()%g{kRI9|9G^+$cOD$VEF`JSsGGvIa!(Hma# z_U%gaimVZjT_;cL@VKf9XXpzh@4Ga$9L&x;n~w&ZJ5R4NDf7GmF6h|c1d=ZCTS9%K z+ilkwgf#D2H+7xx^WeGQNx}$3s$>nc;O}tS!gj|mBXe{L76(D%fd@3HzQ|2UfP4a# z>lG9#aJhGKBp^>RQNYIvdB4-rbslQeaoM=%Yzt-2o;`jhU-1fiN5?C$AfUMkL{&(_ zk5eSNCc(Zh_d4QcgNOTXX8z0WAC0roQna9NwcL32f78Sj>=Exd%;%h;M!>N^54FV` zdUMC8PX=F&A6cw8e*8G%`8s+TbM)nYMh)c+@Bq%v&9MQ{zQ&kJXZ68H zfVa!br!c)Lj~r2=_zA1_qV~QkNjFV9=}oP8Y`D(9bSr zI{#Yh_x-`ojzY(QwtQinZ6v2e2d_2E7@An^=H@mqIQRl4dPqVa@)w{eaOK>0J>Of! ztPv}-%XAnBegP&|I$b7%(v+I81*xi^X=f`QAO`q0ZK5Dq!e7H7?T}plc@KW4w7#|M zZp~Ou*`gAd8Zg44=8J%Y_mDMlVtk>|p)b-IsObXtyzu_Uadu{AUQWvax6o#fjG>r? ztbl9RF2n0dOi0lmt{t7}KTizH6f)j{Bv;fQCIj~0{6!Yzy@1lwVoRZ>0EPFOi3yYIxsRa5}^bDdKnyxKVP67?ZH`8J9zLV zs>DMKe~>T*4to3j` z%5`vig>Tba2JrgSp^pJmZ~{)LwB9hHlZu4wa~bJ{*e8G^5@5ql3N3(Y!~}hLYPgvR zMMBZZNs^4CpvMm=kVm+ZBm{={Df}&-bA9Y+Rq4<}zR&GMURBc8UNbc{MQl5yIWszK zVc`o5$&iB+cpU(Fg)55m3Y9ny=LL*cmje^* zBG?ySTp6?w3T^n;W2j1(W<~;GuS|rU0dR%(GJJXqv**pIiZkZV?7No`rw2A`-rjuaXFegI;l7xPHmb-`XgaIaxn9&!idu_tltUN#5VBnfD2fB+yHzGr*tmgz) z?-6XQ#8VEYh2brk(nIrwO+S*g@Z0%6qduTZxXxU?BW}J7r<8aK;cPz%x*9(4SLp0u zF|Ah07{;vLc)MMh*+@&S-=mV^pTjw2rIz*)mv`HLR;W88H~*s!O&949A+p>+2mJ*^ zEQgGfAjYp$e!L{3I^Z8`VMRRt1lyrbQGh)Y^BYl+>)zStUl=_K7w$>u6|m{Nyf~>W zKXa;d+R*{owtH|eux#H9E#@s12JqkiG@?LS2TFe(k?2w1TOSls>%GI^CA!tvv z5d5r>T_tW&L@5Fj2Hi;o_~;(ImZ4}9(_`>-x2|7bIXEz&4R_HXg3RLVSq&_jQXHaB z7blIds6;FR5kn*Zp~KlR=^_-?wQG|y4^XKXP|>6a?%r(}?uiPEfsudwUVhU^8w!+k zD9Y+@8CS04N3ql1I2R9o?#PiNItU9Qx}ZriXcFGM*$*CgG6o~mPVD55o;*nl3R;yv zeD4j?YX-Pp3mcn*00o4&g=#v5MEdnBKJ6C<+z(}n}54F=U{KIeMfY-|GMDh~eE$0j97xzWjc3aq*~G=*)AH@QOv1l{Plet(n>ii!7L;sqa?!ysxlq4D~P80qQ#Mbl5c_%q#<0JGLMk-Zo^wz9Ua zhn_?oB)k^}3}6M>_Q0BG=5r=rd@dWp_Be$4;u9W$TL(7vv9dXT8%4NiLh1=qDnjXh zAB`C`Tla(Fk(vFwsZ>aOn;jh;{muxnY}F$4HLD>TxDmFb%R&A~dMXr4upvrqXi~^D z5PaGUPrsTjqr8ui*5myJzJNFk0m_r6aALu(7L@PXX&%I!Q7WpguD&+*%*x9-Iil!{ z)p$R>c;WN&$G4mdo(6-3+a9<*FLyDFoi5SImxnK11MW7-)9*NVA+JP3oJhw&k#uBy zgY&MOiHQ=Y3z^xj@qc0gw)aYr=AqWma2?D^` zmOKiXl2Qwi)4}$b;(9PHd!|e1nCmcaAn2dHtLs7W*g@x-5>y$##n^Y?tCoA$dv0|# z(C)Goa^s2mhPx_$MSaJv3TtGZ^MyE|N)f~yW%wc}t1x{bgY~kQ0M@-+8}^K0A`{|>C4#oD2WpDwY=l)m92_PIxOea0XJA{C?yjAC{|XXN24Fb} zOe8j-auGg0qQrse4gm=Wd#xU%<~Ic_%y9MUVBikbX{87NP3j9C9Zhd3nRg03&ZO_(OlxS@? zdgu-0sRoT4GrpQ}vPY&Aj+!*VgJ0Fv6_1QZmS4#~4o(jpB)9`x!a`$Xxj}2}Z#jJ7 z!UYR!Yjs?{P%};Q4wkZXJOR>BlnN$Rr33T?c1pwlSK=rB6Vw^4i$g z)HgS$A*O^qK4gA)Z0$V8Qs$ef#SCVJkK*+Gi;B+A5ME^mk1^r0>@kSAh%Z8mkyXPD z9?X5m(6WKu3xftxjcG&J;8bGI0}nWGiS;0GiAoJW6(;6XVN%OOxi%{-s)=`WfL8!? z^16SG6rlJU@C<%^tv}*3edHdk{+#&1!^1PZfd+FKM;pN&>Kp}If)zMga5h@d_|s~m zq26!M28iw-9vK=+z9_?$yA~;0?)ToH7^j0aAs^b)I^CjZGhu+@x3` z&szf-?Q@^iHd?Ha|E&#m6+^9I7}S7}bPMT4K!~50*GJ~!mTLtzQ3l?`0GFb<{cV4XwWFV6;rG+Bm&`KAv3N(9F6%lhsj=pn{u8k_wd!?&=m@`m1ch1-B_M*Xqusa>C@y)3hB!P|P(EQ`J>2v2 zbDEUFBcNttk=;Or1CkK22tfe*$<*=TlL&kW{e(=agD-9Xu#wE!4mG3^Fdv93Ka{W? zd?2?cCMQ|4$oMPL1x6v%5ID*BsZfMkI!go5>zkS);mTKr_nC|l-vX%xuYAC{4!ozT zZic>~4fqhUs0f?2Jgckhwh&(eW^$bHkVDNm8)*^{IeKV9tdN?C?LcDp?o=p=Ut1O- z*WQBeu^nqn9*ICS0?^+Ax~Z;Sy&5;qNRv5al4|fyhfq$ZCi)KYcA;G$8*-ItqZTnn zbb0-bMTA*m;zlWMg!|#*Y!87zdFMXK@E(FUgC+sfirX5ekx+zGZ&npCI?J4ZWk?5+ zVF?#tIqk>;XM?m)IKjRB{i^u(DR8&z9X-nVFSvW{M=LHR2@^ zo)%thQB1$w*eGve#VxF#o-oDkgl2(%F7k^{vFudMDCe!|OHuea%u4AOIayh^Jmh`- z>eX`Yi@))JOB9e}lF|L^Vc?wLpND2IS>F)v1G0NPbV`CsmC|^&ZryqZtqQl4y*H|# zCT^A>+%|bHvMhwV21W!Q9nRHmig9p)@i5&VM=T8p5=mflvpG~{GC&N^pe5EA2EpBA zh(sDwxjYJtTv8!u)&~Cd5s}X#1qx1cKiSs3Cm1)%k?cjCpMw`^3yf(g+?6O^`za1w zjLHaJ;&{Sm5DNxSC<{f$_@mXulPCEKi;8aH>V;Dl7PSN=Aj^~w2*7s%f2nNuK~`7U zO{RwdGy6ojaplWzy|O!}gK~c-iQe!hUlO%L&!`L?i+aOj-G0~om^n1a(Dfq+3leM| z8esr?7Gk0S#^CQAh6M~+_W08-yY_W`$9H^jaB>o*3+}<@jRtINu2UZ4q)6Kx2$hnAW^u8oVATjGnc~yJ4 z1FRTo&3$Y=Gl7{;Vc{VdmI)xltuP0vR6Gt*(|^K*H2B*pGX)G*y_1wVJm*dzQ6+ z=U(?E_Iw13adC5JK*^Q_{XwF5`db&;3rLuL692OV z4Sl@7f>Pr0T`8Pr!-o57mJ9C0?Iole0KB{fUJY)tUYTAeNV+r$(4YEm<2I9sKZ8xa z8^n{|ZLmei>nN-RdPdSJFF<)YgoNgVDMMb|o^w$RoRE{=1|SWjl_WE*zL(v^yBV

fa{B&isqz}u2j($cPC@DY@4FygITiY;Dn|5I_x?6piuIp&Wp{x-a0DbJu00~u}a0EN1RqBdB zdGR4Tbngqf_?$SVARdK48&%?Jx_?+SqG5kkP8KeRfKXRS3&kc4r2Tz&1rgDEND@hp z07f%l#&fma!(0anhj`FDfB(9Oy=TX$L!jrU3~L6ZxjdarnW*`nKd+U>;9kU;p1FD# z(vx6>k+lh0yL`kBW0^|Z`;)Tf=pkU%+3Y?jav1zVowKBzTpUt4Tu-+_DGCQQMn^oV z69=uQrmCuX%D?B~LowuDqu|jKL472a(lO!6z%AHYVAqvxzbY*`nZRGzk(AUXr>Aj2 z$CjUFz6*;gi+u&f4VF!zK9AnMEiriM%T%9K1duLt_%r3z+6MGtywelmeyO@3Wj8HPUf2G72ugEABI)np1-Zf9od zrV)&x9WgRm&K($`)8DG7)!RHDBU92Vnbn4PCD0pipEo(f&FlWzR|zruX~UvQaC?!= zr71zO&+v;?LDOs0A^Ue5e+jVC?rMfRIdl2h*5yh24ja}VN=G4=&4KUL0TAQ8iLq|rI#Hqi+3!7;O%K-N$Nln5Cc%X6L)QD|U9FgckdMEe55UKyDRx9MRV z{CZ1^5#>2B9T~s|Bt2Rc78$wB%gf6h^Q4I#LhYELaKo(=4YK(gD4>_t;F2d8pnd)P%+L{x zkB@8TKT{c9N&%mi^7cBL@D}T>um?@|?cvcre6D$ob4Rf&3yjfKBFc`H>II+&W=9mB9kT^C2oh!=5R+!Ev{s-gcjPY z0v7<%n$FW57~5Dwt_eEm=kgiFjP0XOKrLn($rS{!KQWwdLB(?@-v4H@3OPs9=~FzW z?!Y2!Q5QDI3|Be=tt+Yd%@?1JHbx2@4P>xg96Eu>(Y)ov9+01(KM@<76$|GbaV%+_ ztJ#UMD+;Jju<-%e->`j2HibQ6FbT4g!zWMlpI|f`i`SLnb~L0#(-z$d z4hp#g0*i_36MWF;*305-`=j&@aNwZthnbc&?vNq;j7|&Skk(OrZ~sKS!Np^$NTdwO zi{L`NVNy{0F*$ifV+)H(|MZblP4i2ju7dHD?dr)8e&Vqu>KD&Aa2a%UWjJHlK2&0J zF>)f~{cdvTko+&)HbviULhM^f{jEcC_dkrv;jXhc0XJ^EpU%N=<~okenV&ry1c~9A z$^86$53Ev3ZD`8YaB&5}{Hd&`$3j$O=i$h5N3T;*d3@1xzo@DbtaLY>7)byKhl5TD zvqQK1AG3cv5tRQ9uyIBo*@fg5G(}j(BtSl)C%A^_JPBO{gwh>!jU?b=9z!ruq+(_j zclB6XCqZgraMs;A_Vzte6s7j~=b9@A>kDqQFWO;ty4;g~g8Crv`Yf zg8t)U+c~tnZ1pez;8H_&VtasC<%7{blVTSiOmzxu-W)h_=l1OYlY=R`lr<9oOiREP zsy`vukdce2V(N>?WwGcz-#Xs~Cm}Q(>Ji-mf*bnmRovM^risZNGPwAu_KBS-L9+JOL-bA4iUWovcM z4LqB7fc}MK&xzg@NKX_B<^vJO^q4r0xN!W#HlC2QGbLJA{r%0Kd()H;p7M@Q$+X{Z~yM+`R9I~ z`}OqN*JW?jd7j_z_w!kwwT|Oh$C^KXJE~X0yY#!u83S$CjRUl$OZk3GKZu^~+P1AG zZEZR6kbSMs#KCwj7X}AGYYp;j#AidYn?*;n8N&%ocm{ zSE7>rZpMKy)kgao_+h;_36`?s9_OR*UIb5lSG$E9q95W zOsOOru#JX|q%*Hc|5j0tnvj==yqa7|p1g`}`Iiay`vJM!w>Ha7w~{{9e#es9WU6zk zL^YGr!G=X0L2WEL6W(%%Q*uH{|U&4|x;$SnW@cQBktAt)OfTu}-DU zyG~M%TLFa&ayAieRQ0EeA{KPRb6v%cOF22M;QBWpBmi;p;>gpD)~$c_wZr3c4pABV z8&mV$Es)N8R;yTx0)=!?$-9M_m4-&l@kG-05aUF9d;5|4ZO97TOmz$(*E1hi(}`d? z%j=`CV)cq+^H0C2QibX1-p&J>*}P8*(|%bEL=YxzYsPEqCF|-I6%74aP>J>qdoPuI zRaG-uZsS(GGtrxVp(&RyhG83c|Cbcnv;b?uCW<-;!hYh+X%teyw;OJ&fw_xO-hmoJ zi>K%3<;|e>kFZV}{Nw9~s80n}6!R!YjOIWNt@I&D!ltUSCC_m249c^mnK9_wv%7Kx^G;Wfm(gZs?@5w-FCCP*-=O z*+$zvHTq-4LIm>5Dq3I7&TcZ=vn48zzuk|FC&T`5Mzp=~)_NoN3;l7svF+PEIp<(F zv$&mYQS)cSp{Vjd=7it=R=?s-xbim@OR7}x5K>FnI~Sl7Nuv`RvmJucuW0e*v@-ve`EFH zFT>5!UnM^7RGaRXqFJGL>IHj`YS2&5s-ZMa^{<;j1@dRh zmVc1uAwD6~`x8R~$4Aq74jsnrQLsC(>b>~%X>0lMy+eov7>)Is|2r~{5HnKgfAt9$ zqaz6-Egze7GcA&AL6nAviVBbq;lCCbb53&Ona(tbrC3Kqy5xO(*rNH|5C@^+M>8eIAo9HPV^?uYM?nZw{~nc_7_hW5iZmZOls^v5-JLGz?fLP zIVA~&8@$Ti+msu*?%Er4QAbR-^FrD=l>{Qy@Pib@oprXa7C%~Ayc$-dej)8ET|BZ2 zCuMc=aW_oD&-`g}M2(BHUii4*-8*-Nf>M1>>zdRCSIDi?I3q<i*%W&)LlyzLYD zvYKNv*{w~}CgiM+fQ)A;NzeSIfv5|wiyeKBPp1taLHew5~3!;3PHm7}{Kf%N1qnbpA6pN8hzEkN_NXYktov^8!4 z<7&TJ5{Mb)HB2g4bF6X|7nZqH~_W^nKx8*GMx%bN{ejC-A0cY zfGQNuaeu*E<-zYA27ng%2VRPX>Q6)cWV%Rt_~mqVn3{m4LS^Y&jTZ+xyJ)bB-3GGZ zLJGUT{+SD>5CVfClJlDuYdwoPa-!>U-|XefhON`zAFz zo#%2|R@}kbBGR-DFd$+`-TcVc^I2+QWkTn*JJs?FE=>H>Xz%axW9RhqE9>IEI}$~T zdCc^>tX_<8+jQ@4{9z%8eGno&X}=Zsz~~gO@(B%?Sq(NZ7ZQ; zyRMLPfyZnEzOCrt(!H(5*j~uPB{ipc)QB8FG?sR^4_u=Cewm)jr42O^;a%oG+W4l3 zx5}CG=U*KTTz8qB{blMiXjnW|G{6%#$H(iF4z+g*+S>$@{X0m@&y==FUF6e7P2bHR z`IPql=K71=sXe+S5056CMXGoWzNxc`ZAjwVrdgcq5S4ThwYd`%W+-UY!y{-V%XYm+2QGJ{gU!G?+7U#i&V#bHpkMxru1-W`6vJm`ExHAZ}?$0?m;k zp8~7S!K?J0(6_V$Vs^*onYW+bN2#^8WF;z?nPuj$)>F#Or21&ucS#%ZCSqsSDfuBF zLw9uZ<;C|Vl8%jJU5f$!%{|?#vsSxg8herMHBeLA1X~x1kINXP@{-gUFf`*Hib;?u zR;V~B<^k?WJ}N^8c-{u2mJ$((*O-S@=E2X(7y{N&TgX1R$eyB~JJQZ}^40H5Kk!G@#$Be?M$ISqb&8F2h4kAv%Dl4}wQ^Q$-n==2z2W)odgQ2Dpp)s~1;+7J9h?m3-;eIJZBC zimxpoH)`>~#np_+x2K1#3Xt=i(9!kVS~GfsvT3U1Z}1-1&=_$0-S@y#4t4q*ff=~Xir<4fF`rTLki?CE>6F1ca2)_<^9 zdvy#>Co1xPTZbpnyff0pE8Y!P~q4X~MBh>`OMzir4GVGGqWpp+wkMXXOAW$6j8 zH^`-O>d|tzoI^1AJO7f&Bg=8!>hQ6~VerOl6A^vK3?nLT#hY+<~ zuZ#zW5MwUoWk~T)DGwN&PIg@g6`ppdu*2culBmG&Z9pM^gq6O6c=y{-65fVIozAaI zio&Lf}EqG|P|BsD5yuqlw>Q&IHp_^UcUI z@FQt2e ze#;MOFC?Ay8{~fTXbvGspjVOHxj7KiZ_ozLG0-K9kuyGIxdQtPZh~sL9Umq*XBjz! zP=7>~TXC&OM+f~de^sqr2z%L|jexJZF|hAD5O$Rklef)7-aA>)Vdz$7(=G&bZ<5Hq zki)SW#Rk(4{LRK{46!#jILO)D zuaM}O32)a!U%w*@Mwnw3#T}$CZUYfp^kNf=83>{&5jPr}8_WZj=58?WcI`s& zSmW0ZQ*L+4j7JJ24f*~bycf53cK7#>T#fQ)n993(st;!~iSR9A2}BRlURcan zfT;z+AHTSxA`nf_!^e+(MbA5B$|Me3Ve~P*7fTXKm_hp|(qj(sXT-_1$?i8EmQ)(3 z0s6ww}wEH+5N_KCDt% ztgKmFNJg4&K5pj?aBSLlH5uD9TFRWfFhN{jtLFtW&o}w5PZ6h$6I8gl5nVHEH z7149a>K#3L3mA)buU>vqO}|c={OrKjsPZqP!=A2PJDrg&8--&Ru^P(=^d1yiKm6H4 z-s&J>VKg|C$RMfI4zs%4*7R#t%gSxjChdjGzrL+T+7d1-I-C;s%!tLH-L`Gp``w(rn{gOSCK8_zvEPs-xQUKW`qC~)sZPxgrFOfL!Q3vcw=Z;N@w zJG`HPEe6)c=u$ivluYVz1GN>G-lM+#%cUAEX*ZyQ11L9Qd?>qCaVDK!LXzxLpLf>-=1%r}b^dJP4Q~ zdNUjUoWb`X{-wBO5JI>0??C&ocurwA5>k7Cc`QJL0V{X~h>`IRTJ(;HMBG#tQsDh# znONpl@Pd?t8>usOK$0Cw=ni!1xNQj~Ne%%kYHWNI`XKJIuaD1gT9j12m67QlzI;Ml z4R*mm8`0IGjSeE+%w2sanb0}sZ^tIfw7!}XAAaduxA*8fCZB*GXVJvcRDV%R64;GE zA~JgipW4o>t61B##%ST1iFY@c=B5(JHCKuhIrbkMw^b!G+D10{63lgY0GZllx~%}7 zE^%VZlr9FJ)DS&+)=XBO00&a%!pXJbW?ci9SbnsORAC#+zZq=SJqRd-mj9zg9kE#Z zgj5`{h$Kv6G)+GiOGCZxfM!f^+BPzzTlzwC>ds5T&ykMK+@6F^_Z4K0GywMM)#KR) zc7l9P883#f@m50oEILskitC>|*~4zTU;UbJu%k_>T}k?5ZZeMjQ+w@m^1?eU5HJ=IdZUulQ-ZKnukZT-Jece^a2Ojxws%?lQDMP-tj% zh4dy7v9R;`BiP2b2VwE@wFHt^DZT_jCzG$PfL;U0_TnL3W@?4PC}#Q~O2Fszv|T|5 zucDxP&y|MrWBR?3jUcyTU4x8p(tq2vMLp}{|V@zp~4qEVp%HTxH zIs97D6`)j(;GbAiFF^3}&&e7FmQgV>m*g5Li(9r#bArqonQkc?Tf>Tq;S_fO1xit`JcY#ELC+B zf)_4W1$GM*D-FORXNj=0Em;EuYy z^KRKq1|6O4zl086aSG#rYtvC=FIly!>*eP1t!JLRz>ev571f@2g&}orI(W^QPmci9 zz(Nfy+w&9AOURLG57|&lK?3aFYQX8*3$8Y`Is4_)C+&Ql*g{IK@R27L+U}mT#YbZr z)`>gLsf=@D>xS?cb#`yrv`J=rxmmRR6jyv|w#&~(8Tu6PAfC`aHG|O31y;^`bg~m` ztsB##`ZCzFgRk&_tINN~#op%7%=*z|yjiQ)kJHkeil%2P#2xbhCJjP$6}*Z67D1Md zu1SVAf^b=%d=L7;W%MNh=rk@EpQ43Ln>7=}plPqU4Un9}_o)nB+A9|MkxY<~c^JT+ z%c8e{P~kMksEoGx7v8*mTMNu&DtI1o`5Gh(sK+)sciQ5Lst}uK9yItk#>cMC!+LO^ zWaIpg|0~lu?ioN?7D90qvVQGxdMmI<=+H>R&@I%+`3?$?CZw7Ibz@)Cvuy=SKV%I@ z^=hcZndalKf(B5TBx4PuzRUK*Nxvraa$JOtk(NE+t6**}BujP0lk=-&W~LBxa}R=B zs-#VuI(1}w&rYGYtA)nI1ird4tLXLuh@-1w(mBD}iX3Ma%qw)&x?_+3$LIa`zZGpC zJ<;Y_dw4E+vJp{jFDIM4(9YbZmD}p*@d@+3;ed2N%CU5?UvS^X9^1|K2&i81!vQnQ zV6yU%r1CZ0$V>mh{Iqr&5?zG?SD6M!S8=6^2K~p;0&<0kh$KjAxjX10CczTKZm3)T-*!O= zk;QkXX^80YiuhVvRds|66euO)3B(veV3b2a1_7aGd_|~2AaLCx<}GJj9R0wIhnPh@ zB!?)$bLpF#&6s654B2G& z4uhDLo!Y&tvUgxB?&vnN>3oiRf(WJuD54@TGbOs1CjMCS$P!SHt8Y7Pz( zcMBW;2}@WX_J956QNfjOUhi0Q$KBNHj~Qc7 z7!0x>#O{{qE>xz)S-O`WeB0zz|7&l=)&f^yM6ll5+t}D*3%^yiNOB`;J|I$N_AWKH z7`?Eis=RB>SI!~KRR0;9XsRRg*E*$$y0A#BxJez<+Wi@qy!rg<3u9R&xp8`R_h%m5&zI88fb7hSn>1^)-N zN}0M5bNatVZa(d<{p|ubbc1At0UiYyvE!W1vkTHFjU|S`>pjtK&lD@HkP}-{ zz^uk9Ub}*uNl;~^Pw>vhjT&tvM;rdv=r8Q3E|R2g$`w!BN1T%r_w3(~d$X!S%zpmM zJhHaYQT8gADFlP*Es>EtSij#POyA8jDf(~}gLg*jxPk;w0*N94xZ_Ax+ZwQzsJ)3g*gAGyfHK4PmUh>8{`SkNrj1S z7FIEYXrWWsx#GAqJ#o!8E>euHnC|X3_uOT0`C#at2WOVHCy#OCyd&!i1tG#^VLpzz zLUC|@p8e=sT)aXKZK@hL3{App4GoRJso7~>5atR6NZ7JlqWweR)duks3{+E)MEomC z&GN53$X*t;Ouebv=M|xB=|=JU^|zl>aj&@3w=r_Juhy62!hfo4nwA-VK4rbObX%>} zRkH64IzDR^%NpJS{4N$43I*-6Y^<3;#xenoH+>EPPwlS4&n2$i0VDgI+goF2zvJEn zCOD~MD<1XzcY)aEgzp{nGL)9pq>`F)`VWff%ap;JZui3ulcZww$dQ}63exZX0vKze=4Db1(u=wZPP`Ei)I{2ifE~3RqhQJC2CA-T(4c`UGeDRn zVU_1ft5guenETphL*J|$j2DC=h~!R2ot!+WvTjrw(mSc`A<}L-xbXZ~9?e8GhV4@< zT{*(VBKaf{U%fut;~&q1HRFfXp1pFc&#FY9q_1ccP>XCj$u-Tw)d;!{mCAYmVV2F| z`+X><-0DqIh(?t*dX-5(S|LZJk_qwlmWhWA8nkiW7q-ai>^vwJrrUk`{@F&cx4mnt zK~8Fv1GRpNkV&SohwM$d;r&(`gzmfKn`wq_8+cC*Nx?BW5TP z8c7WZ{En7N?U4qPt(>OuNr381SATf^+?85j+@5a3JQAv5+E)WZp6lSD=o9}yj()+V zYWh)!FCi@N)r_7+Tymsa@0lwFbD~@`1_=-&NiKF6oui*bsM5Rlsfz{w7=|qq2h5hL#Nk2aHp<()FsskyVCPD2IoXfQKe#ul_K zEDo33gyA$k@!f1+pcoNml4zpppqw}{nZ^YcN#`HV<=?wwJ{w|`9F5lUPj&U0lmztp zHv@@-yuU);YvbM!+ z@^_ZS8Q`<^_y2KObbqdTsEui#;rDjyMA1U>N_7^!ir)BY|!w-(a}^$9h{EZ_v(m- zM5gmGv>C>|7rdhQ>KSZumle5 zyZTcbLTQoNoC%mbdI6%%LfSy$e6m|b8wE7EjD6-=(O|dzav+Xqj~?IspX4@`h$Jsj zP*R+B2*anHO0_cTq_sau?Q`OX6w;Hb>P3ODlFzy?;(Z@!}7eqF$UpM$GQ5#fslK&CZuf{Aw& z5;IZiikBg03j@??C8UpR1BC?H$16aTYiKZ}wFObI&NRFKR>(rsyfX0A2e~U|k!rv* zu8hQvxS5TTgdUMU0AANaxf1-{IHqLdi1Xvl#T0rXvJeWKubC|f912(L_@oF&2lcx` z9D)=}fV(LIgZTANB_-Fu|J-_jRn7!hS6H51rbTeyObhNM^eze`GAJn+v$E7#iq|=7 zV{w)pIdbICDN_baEZg``akIO_>+{uj0kg|+FL>1F+y>E1L!f#={OZ20Td&@AIt?1& zsS|4tkt7Wom;!7gH2jVQ07d*`XsiZg_|? zh6Yr5?ljWPbtI=;f-8Y2rD2qiysQ^B6(CkY?QyIh8ES$&g*l2ndYilq9$Ps?4-v(?OAd4yU{&x_wFX}Ih)7}+XDI_Bb^JucHOg; zZhqh00JG!*4ZL?YZq>?zgAC6r>S8=9>O9{4RyltBHPGlKwBO!6edY3H@~mUW*Vx(F ziRG;f3X#Qa@A{cHaecqmCfMy+A`5Y-ZBg3GP(YrWr3dT4t%yu@r(qrYpg|Ge(^ z1N>tG42ZK9y4Dj8?n~670=UAaFze#NNk#vvYRvF|ED7TZf2;qY#tha58Ry2-Ts$P) zEL;2a%MMS^F2#-u`>y)s*JiZP8)mtl6+W-9!3;Z+dEUuv_3AT>!}`#w-Y-9> zu)i7EES4OF*2p1HcoRwH=0Ck~mU^^}@&}R8w#VM$z^d}YMte!IXyRzIYK#>bZba(=C-Q zQ2f>+?$|B9@OksN4!)niOqw_-9F8Op{{Fh%kn&F(StqAJj#c_;_)Rl4^+VMz_s28boB$Y1=kP7mnce?Euf>^Xxel5sd@KCA^5)!v2&CkYgYDj?YA7Kijr(C<+mrxy{JWFpthz!FPZRuno0oN z`;`ABUM}UYs+wO*N!j}NJ~M4fz9m)VY{mcd&AHrNQ%+KddbI3!JhKGlY5|tW=AaWL zSXk<^=Euyf{_7qx>X$mOx;d|%Ni!DtxuM3|V&h<~Pelx&8ODmr<{`CL;ta5r_QfC$ zcfWI%}hcF+YT+Wzprm-_H^g*aALcdL_V&=B=6&-#rGOb92iXJWGbE!Xb5D- zp(qU|tJCe;HT`8Ar&&^Tkz1xQT$;R! z=Y77HOJ(`+^l8IN)3!c+FhL)I3)Z)c<1vkU3}u5C&I$%Qjl{m4c_d=6QcT@q8GYhp z@wf)Tp5lDZ9vx?JOXwpVPmsAIR|4#d z&xIATfIeUAsH#qas_=NYM_PKOEINB_Pi|x{2eppue3r&NGz*>W?A{KKffFm>sCWBH zlc;X-i5)u(;{uf#Z0NK{YUWEh}8ruc|vE>USD2UJqh2QIwM`&!yFVEts;Rd=5n|?eY#Z3f8V~z_7&*K=RZDu z^r=%p=V=#K8~ccl6u{HuRZkrcqqv`Hf0pnvMZydP@d~g+gnZfRo_kV3y z!Ly_!l>JBL@B;0m$WFa^GZS{-=)PTix6>K+uJaQa(TWKUbwNmtjVi9lnn|Jf;^jun9;hNvRYVoLWM-Dwg%q=L8k# z5x|xC2s?=32Ns?G&_|g;PHsjM!JzU_S8&P6B)>>A9li9#aJE7I$Mc2vDFqM`J}KHX zJsc5N9^ZEx%n%S~?+P-NAPzSxxUy`*d=ygeBZ%3>NYd7A`!ed+!0wYWa5O!d+}io( zgT_spM!?r$%xM67maW?LLJ+T=dh6EFF@tE&z*)wZrL}m?uB6O4CMG^qHEop`iESEO z_Ws21l%1qU`QX06S_2kK@B+33_&3TLOr#2p1q|M6!3;!Io)F`(If_9K5i zkXv()ZRcbrm>4zkd*_^!7WMMCBZrz24UKyGIsP7vbT)#c zhxBnTWMnwJ!+Zb-!Y&j3#=BP>ICzk1uPMeb zQ6fu-^_-1X>=;_nO8KNrF`p5~+`twW_*QOCys| zS8{*K;&~)~pkaQf-c&v;r+-Zx3cDs0`-lfnRmHO^GXP9H81u$XnebrqVeUKQ&&kD4q6?+iN!944r%dOUHK3y7~Vo^$O zg2%ad`-dR}>m3fDKNEpduSd-oQb(bfKlnO1z3XT8$c%vs#n4+uZ<@vaR=v79Yms!L z6O)Sh;rzRyTLxDYPhwhf<43EoR+|j75a&MGDj%`dhRTu{mw9Y@EWYo+2dk;8hf7pN z!?F)ADbCBo@88?Y)_Ce%XvTd_yQ@~!k%WSyNjEDoCgJO3@AQue-$XZgCI3~@r^~A6 zn5HSFOn?WVQ_6{hOTz*j-!xO2tXz2-A|hO}2hOtHm}GVUz&QeHCTiuUt6$ZP^72ac z9b!0%{&T%9RoNj1s`zy3av3b+u6^!CqET(^!d`U zr5_Hjvz@0;51^_KrxbWcLVb>|*SI&&c&I#N+J+RLC)9IV8{apI5t8PW~S~O&J(4BPpg(6E_>}LJ_bZSIXrsPqzbjnIZ z(98VI670_|_Q=M4B$Q~~`210@?MD|JPh2}rs@-G%ErY>b7j2Fvk~Fqz-QDH%Q6J0x zqm;=z+}%xKC%h{bP5u4Wy?c|;U1%S-u6&+$?V15uXqV#&xFKlWKD{wgx<-7CrT=c` zgSZAym1bqnqzJ_*axLyTaI9dX({FOfxb_h`gAh-LT^n6?5!Vs0Fo2g zYTRRRuSsD6Eh^}aG1ygj(;{|S=Td5k&Wlcfg&PpS{WZzs@4Z}yMt0|liXW>esc$C# z^6?Z|qun%TR6BEr|STx;s_=Hhf=+!W@VYN`%mRJRTyPuu3DDik{xyUN0rOA2c%|lI>Dx{^!$UB zoi+YaobB3<9k2T<6s9)%mA7s*FF%;Fa^JagkpwxQcmISD)f7SIKW`k2mG}Pr`>|0I z8kqS?Mno3Q+l|>C>l9&)3%?neDJ6t<7W`InQg?He%irn5)jJRja79-*Mb#@z_gJ zbz_>Qm8#p36iQA`Fe$#;Xd)wI4N(mdu{?^=QtImHjHRyYdOF(I*OycziegEtLx+6M zZok8a4@3NB;tN#q{gu~`yil*`{#}_rBH@C{q`&jmXuy$q{NV&15}bbf@CkpqS@Gt=5f1Eo?G`z z7&ThE2R!HOnYwa5a>2!NPbta#TQxBXm!(d2mr12FOV6Q}p9Q02xfLZbhi<*j&6_J2 zPe|iruZII_1dS|xb_6SzKI6N^%ykFYJY{U)-Z`qka;O}V5v4i>g=0@S47~X419R|( z_z!9w+qYu`cmc>Z&ZRe0>i-tu$-loYEL>dJ?U#?Im@&F>qgXP!Fa!_p$j$G!`daTlaFvy_yH_(j7qH1-14+~`Uux->p8gseNvRwRe&dM$<;!wg4Km$dzG55J zvHayfNyW4p#{S1&T$E+=>)*KgkGc3CV5~yd+x0Ju_g_CId-q@e{`1f1k^i?J#K$** z%T&8xzPo}j9k+^weQ`olc^OXJztY4k)t>*ae3bt^_hi{|uxQuIAAh{>((l}WM+4l4 zdwTYpU)X?k(>wB|Wl)dqAAeqFWaI00iWwU2wdQw7w5S&JX4dcjr#`a(J@=_ywKNq{ zgdTgx@ec_7(M+4s1_mjB`+9meJCqoV9^K-tiT~?ByGs@zEeoC8rBa>UV;;%D%1-qk z$Gz>jx6niXsrIsT?3EsC{kj2+91pyAcn-)%dyUS(fd@2eT4LNUanR5Qf$WEtb!Y4) zO8@rTZ<f@`~FgBGwdJ9S#3#y{=`Dm?;XklJxVqpMz zcQm${2Yzb;IFRX^jj4#31}hsu%pB`O*zRq2yXAnv&))w z!}_K4`&uvD5}?&$_UtekTNf7^vD8j~KVM6cX)k+vte^Vs@WRBh2>@LJ+bc4cxDOy| zEcD-hAj;5ss>z~d#}Y<#x=#itA6VjocCE^f)fBy_gm;`l@xwD|mRA4v-kzg7_#U|v z_1tHUn8nW&&4rY3NW_fK=o6(I!%-fx!aj zS{Y8pr1cqHk`sf@50^suJae!%k{DvnW zD=>uw16@gkm*!Gqd>i;{zRH`gSk* zlca_ebof>$@vFF@N6?BhANgYAwA^RO+#M;5rR(qUqVwayd$b1Y|FV38RxXKrU;W(q z^SW)?3>CmFCB>VYCw>$kUghO!D;a7c9jWd$8UWlQCocelMWuXDa8R-c@lbB;wTdDG z8fgK5GTD_6X^VH*HdbH3*|z~beWHQJUjy-ii{=3(WrOkh`}t`iqi$EiXur8kCX&y{ z@v5mrx1Y)PPeE4*AVcob^Q#7UiD0>{2Cg;|XqU#UxTQ>6m`>X+{_PpS&0`m3RuzVN z4bFffcOTi9f)J&fc#-!<=d5}*54HK&2@`%|(qnxpD+*l-o>f)G zQ+mjFkRvEC8y9FVXyJb!JWIg%qf^hCAV==?aes^4j9T3dO@E8FMWkHgF7a*^Xw@fDV^}=ZYzyD#BHh}qEKJWRD1r$--EEbK= zF)UggK0Gq>k=fd`BsX!Q3wW##`i~%>GORfB;0H}e(9p2SSQF_l_n}X!9n*!bzWfZy zHBB0YHP(F(ri+e|IT7f3j*v|Igt2I>F*`8@Uy?vNbH@%+2%fMW%=r#2V8{TtDj<(BVmX3SaVIRmVL7>^% z%)SVdnnj9xFjaw2lU$O7aRNela`M<3%Hi%lF@(A!q`~qQ@*@e(@i4K+pp>P&Lvhr& zpp&ei_Fe5sJah)h@SJ2lXm)5iABq`AceR~or#0k0eSY*qlU%{Q_3XUH?F73l| zKdChZL}zKMsi}o=7b8HE4N`X{-wNqK z@q>2)?b?3Tf7h-1Ca>^(f2g#y2PzfaEOIzVdAUtJ;EWgsKnG0A&{-dP?a24Pbe1GOmm6f6VJh5!NkKn^BlI6@!2dQWr z&)W+E&Ee-OtO&Tgx=s~@j4rW>U&!LIiuZw%!95#gLKHbm8ivZ8W}~;IY_T=VIAQX1 zc|Nu?D8oXwZrwUO-2~FEB&n(_X)@=Y<~#PdPQz?kN`*HRT=3bNFCGl7UwHGT1E9nL z4neIhHP5X6JWDbpwh)}a<4h#wHeY)n1s+sUeD8WiPx^KtkQ-0&;$v`!f}KB}O&)XO z!iUq37iC2LwK|5r%gue=scY2y1i1bc>?>#ey7C>iVlgEuggP0i zt0~&w>!(Mzb{r|v1-W}v_V0kFJDc_y(p^_mQzp#on6)fTYd^=%PRet*Pusz}H&DKU z=(bnx8|Zl4+kTP}R_x%5(JT)1q-NJ{PuH}{9u*GQr@b)eT-KPA906TU4sz)b2VkoH za88PBHKx%jojzY{vLnY1jN1vD((U8R87G*)LX{3xvW3GBiYTX@@`ASrUo0atobrzx z)>P8KCP#?oJn)`T88e5W=D$POJ4x#mCtJoCcbym?2?dkpJ;6uG=jZ4GFip3Q@#IoU zAJ{kZ_dYw2R>z%N45lK%6^l)m+&|PpqKwbK@prqW+nQ&T%=Y`4|9ju`?b@rCDJiPYcI(aEs!s5X zuD(3`OlI($Bg6`~KcMi!Bm!l&5PyWUjDWFip`Uuayd7v8*;gnLO{ArHuTx%D^_?-E zzzw^V`{Bd1xkoOoA%DEXBhd6;SbC}4xfAciM(Mm#gVhRrbmYN8k?Cl@gTiBzo&4_f zE_}D95}=|-s+_+h2`29zRnX*4X4R?WtbbUTUHHJaGSPZGNrfpOSQgnH$0IUS@>2D& zy>$Dwn7nRTfM(9}^g)eZojBRKOPAYQZDGqBzpAIA(qq?ny)Iw(pYl3|Hm4&W;+20= zxej-*)qj@Uy+`;TtX3c}{A^82EBZe}=&Z4+YSDY{or|*`a#kx%kh~ssH_^Hs`TF&W z1jikQJDUx1I+sp+-=&P7thtu0FF*ql^5ZXwen z&aM2g52VUtQ+S4UT7ty^ut>tJUvPMMcU4XD=8TpAGx{Fq&pi0zpE>xx zWMm}7^UDwH+n3taobsvNzZd7Ow~M` zUn8%6*=ND7mM8sLQgRdI=pm4Lq<^tX%6||SN`_!{sQ+X1^)y9_SD(}Sxa3U43)9Xn zGXNI9<5Km_rGNxLe@>%FWl^In!Rl##eD$UL^qTK4wisThZ{OMFejKSynth*V#p*3u zOqmzQ^68^f*bkU)0+6ejrKJobh{EKBq(E*rOoRp6fw;w$f6O>-wB+|Qpi=%iUpFY% z)HJ&~=rzJ!j=JGpDLS3INqy~JYf1ZBcD4GQF+aMSL+eRSl(|V$MW*K8d(!?l^Gf@k zHSKP8nozlN!JNZ&I7VhWro?S$luS6;fZ>m%k)l?8cOreTuj%QBF)E@Zkm$m}DKS%0 zQ%tc;ks2TDw|o?!a3`}tH6Nb{TVS+giowkWrp?*5R5oU$b|QHAJ0B;F@kxEUtMsjL zw@wj#cb(q-Hc@B6`2qd<9YObNJ9vVX|Jws}jM(UXlbM`@zCYh+Fza@p$H!6BYrPu= zjy=~}|9oSgwE@fJMELv5=*z>-)pT7Rb~ikcL;h*y!_?X?xw*OO=Vh?7$JHGWgrPUP z6CTWbPP$aBJ2=E8@g{T0hIF6Hp(PYgWdXD}>HdQb$;>(qki3Z+$IwTTb#%u2cb#Xk zyKC;HkemEuF~4+u>Gmn>VtbHXBfT=osM0!-TNO`6i#z?az4>WL-?)ZQ!A&2mB}0`U zs&*d2VUbUm^}5pVo8QcM4G+7}ULT%9jWZ=-_q(R|wbT2lAMh7S;o3)Em%;knaAOf- zOe<8?6Aora#X!&&%X8A~pl5dBUso@G+Rlux5ncYSC%MgzoWbPu%51ySR;<&wvJ2l| z?(os1p#ou!U%$<0D^g%)*mF)$+zZbYTg^i@9l>AAZj}esTsZ=Luo>$*&D4Ufg>8>j zC;WLZ@cE>MzA0g>Swo*)U8YTb|Azs|-95Srw3NWiMpl(@S>V0J8fB>cfb=m1};Dk@6GS7kOVjG`(Xp6<$Dag?=J3Y~+0 z(GI_UYre;VG;}>u^eAEA+t&pJ3oZ6$iA4%*@Ol*)Ba1xm_P; zA&D%Ex0VtrLTC9jsC^SU31kb2tn2z)!DcA8d(&^I%%Ff>sM#dvCWk{uni5GIb=tMN zY&mLz&${m~YVr8A`}MPuZIBih_{6~Woy($|d=O5f~vLh&UsTb?6_ z@pycUakh>c3{y2L&8u0@QBa3>q5qFi`pyLzy51X6zZuX|TnuJtrl&b1e!TXbD7Wy# z!xN*4Q2t(CUT8>#JXV@8yD71}$Pir5%3oD-aTI)Q-#Ph& za)!w5*>U25;0dTcEr5hLx}s1M0fF2AXyc$H!)5wZn)}}4i{v1o8XQGD%VL;Bm^=bG z8RcqZyQlb*ZJjchl-2jxrDFp8fo|9e9y+vc@)@3Vrul?*6C#JiCLSn%|FvUTLqOYk zJX!Oq1a*bt)2jN4h-A2BTia^CFWV`#Jte^=1n`OOmy(hwXL*c+=na*np(Tg3lrc8vnx%pFK4}1iI83 zp|}B=k&MUwD37-N(C?>21GqzgBWicKeOPRX>RQ|ZBpuUg9nY(aToBcgu?T7S8Ol=; zN{L=rnzAhuIZ7D2<|P6vdeOD1c!`dww{M%1(n#T{|8(^TbgErewa6Oz(IZE_RjX+c zF_2dgwf{o8bKk#>cD+<>+1KTXrMFk&6&nVn_zTdzKjpv>e>EdF8l`B*TZ)h}4mmK* z0!AHZ7Twp=&Qo-IG}fBzHXJ|RpJy}q!n5I?A3fEZ1gZav-qAi)UYN-YMU}EGYU;r{ zUNvS&f7=X!Ou!mQD&o{FqLUsW?TTNCr!(A*>MKfC74`A>??HQ%#_p6NX5 z0elDfXIB3Srt?JZzcdE;J^AU2e;+nbNMm2lE>yU_M4=5D8+6BxJG*lG?`Qf=oS5G3 z8>Z0?AJl%HbAmMq7 z2#5c#FQXK=!1>Z&1+W)9&X&!ttKIxx-{nu&M;mMC1^vF&)ARJI+Q0n0;*`%u;ro91 za?RiV{}DO)n){_txK$K?n)v@u>hZtOv435${+=f7&hC5Ps-_}HXUDj>RW%~UP{9N_ zy>M=(zW%eqs5CFVnrUxI;!i2-HudUR{Z}qcq4+765W5&c}s|6{_RFUj}g0WCQn9R}w_UmKDu?MdZvZ0!O40vFvsPIV)ra;ri=8++S6o(}9poytHQy`?NG$s}04c_U0e;Kc{y$LzXrr8gv3s`m z+d<8FR5WmcZqwm`uUG!Jq~h4AiQPD9`7MGmz{uSNF$srg158U#p9mv4=Anowwsj0J zB3S{4=?rX41KL#bnma%~{=0YEeYO-_MsgZj7Yw9V0`zw4pY0)9KR0~b4n3u?DiBvp zfYyT!%3@R=UEvv+ISOLic*;k>)jOo0$ArN{)rTdQle&i zcgnQ8B|`#&sY0SC;YZm6EB+)jAyp+5->DP@CS2?G?Z++Of-2Fm2A=(3R=hQto#4G> znA%8Ih%NhS_5Qq%kaWTAeJ|L;@Ulg7wmIjq%PJ#qmVKo61?%!XTzfJgB zPx19FSp(knQbcs@m^`L`ryDq|`1twwgn&IZOEK~E^psqUDi?)ze@fE{l8-+twt7Yi$3;uYH6&Q5!XsfItk7p z*7i7MG`@o`+jj*nj?@}Tyc;uUIw(Qu*rby)jZNbZ_BUIcP_pZ@=ne3`5oTXfH(tz$ zN_AUz%Vo^e!}Wd4PvK-gw5TjO1}3sIe2_d7^DOHF(b0PFMR&%u#3X1Zl2;)r zh1Q3w(2gtrNo9`23meu|Xcxc$Nd-kJ9h3NDEVBK0tDEvfUGv|K^?WGZnf9;8dPD}? zv@%@x(&(xr9rXt6pY?e)pX?X|uS1|8MZqY24fu43reB#MfIlUs4*O0T27rbffaJkc zwZS=oC+^X;pZnaX{KEiXZsEl7E|4ZYOq!1g_eB23OOld~_3i=cKxf}hxmRr5TP!H? z4W@a4fgEa0njGd$BYC)PsrXM1Mg3*U!-r2f#J^%#Y9>`SBqkz`6~Ji>hP9^Ra7#TD z9xl)&WT**cws57wqw(pe&&;TBNPK6!M>NzO?^2RS!|!O_QSX-U`nb9R7xK%p%jaZ|EMu1vTVyMzwd4{h4_X$!!f!61RNH| zO?t=m_2b)>;2}flGhRAvK3lV| zSDH;qGdu9KF=}an4)^L#yELrEqU!k$Hp+|CIa)fuh^M@6+emo)7So1|x5KpxLFhW8wD1QgU zj5hnJ285e*b90-Auf#qOj)2uK>-6h4&E+)|$ttR$F+RocjPonYOWpFnA`YQ~@6AB* z9m!o&SQUpsbfRed{{hYKUSsgPA9~XWZJ9Ln9*unLLv{2H-N`OZ>EgOajl9@?!JVM> za-hHvE&vj5T(DXgo;7d48>Lp1jxct=1MMPm_gUzAt8OA6xX1EJokpKaM8N+9{#Wlg zBRG?g+F8jhxr;DjGOFsN^5bCzX{8G(>>jM8jyBUSjg%>gvLxvzo{Z0>cX%DcS3l{m zn19hB8e@&BElt5-}>7&UgUES_MPEpfj#i#l`4_ysrCoM-;W^54}=~0KIgT$z5 z@AYhRwYkz+Qt(;Y7xam2cISY=@Nx4*XJh^)sBe@n_FC&Lc5$2>fYJkvj z1_8?*>?bN8C9Xa1y{6B9vqfqLN0mscb3Q(4r{S|M||${hOKlJns8`{2sr@ zeg8Kd=Qx(G>-v5_-_Pg$er@m5S*ew0XDZ7UrByevtfIwdS6V=cHB>ct;o415H2?7f z?Qi=hPuA9NIyW+Q-oLSKtiAkitsCEh;s{r-UL;(A!)0v4-`YhZQQTLDZEBi|dRh~LJz2~8%B-w6ckvxA4fNM7@T)7kS_sl|S(^RBwp9$L`|8+25Z`39xcz*J?A z;~zg;ce@SxPESc=G* z>DIYdQSBE~sgDP3^6g}{eZC5b^;wh!BW`^MjK=B~X9URL#?wRIjzX5+1jUDm2glG- zMERu3DATA&J-oaYS@=@r2-l|acU9XK_*--n5g`m2C|HWyT@wsK%gV^I*IDG&qvuV*3 z)~9<8bGNG5IRB7mQEgpz)cd6^U95wb`5s7OF3^q5{kd?hR~NiKg-cmV2UMX;bgup2 z$EK(X@87G##n~ntb|aDaE7M5(se*v-tei>7;EgztPd!Mv?R|kKb+~b1XE6vstSHkc z+qKB+lxiaDq?cC^3J)8m5F+~-vZ4McA)-=PdS=@;)!tYhkuzpz?ch<3Yp5;3&pyL% zJqMTv#!Zn)k#+YH&>gGSgDMh6Lr}ZmJv9zCd>)a24Pv#-g^1(sDHa)j_*WM(UbbEf3LKbDjMOY z)$w`gjg~ssJIpz$oxL!jdCncw?q(=^5G75g8H@^^pirFi=((mJr43WYGS@xul|iSf@u;-J-(Q-aKkp~$$c8Q0R$yc+!`aT348zKYSM;1y6B z=IAV&Op_@He-4FTRbqeN0prKV>bz&r(YK%J3Sq{H*N@L3T`)Ri#KzzMl-%bi>9F5J zpcym)MM`Z1X6XHA$lJ+&tniEcvdwD5+~4MTM< zzijUHKR56U;-lhs%fNvgEN(9$J7&!I5q$)&)IWt?o7U0#@cRE1#D75bG2W9HRjY73 zX%L^ndK4uze%+1qxDMRF8^@^416d5KC|iZ_pzS)st|I2$-MhuOE?TAY)Gxg)yLa#Y zmMv-(l9z4I56=`Hkd;TFBr-H_Ji!s$f7Sxr2o&(=wR0m&qGYJ_zLcl(IY7dY5Qaj) zU(&gZibRMnAt`e6@&pmO^RxJ?J+{mqJ$f`-$4v$`J?o9(nNbd_2r;Q8KEOUAlzodb zKL8V2iQpvsU*uUhb$=F-9}7f9`dfP0pKUYN{oKbor)VlJ{lseum%~qEutadaNP3`< zgA;3Y&^4f~H4I7yI+C=Yftqmz`PRXg6wMUrW)^$n`UIxA!6dZz>0h=$9rLu_obtFO z1%@AKgmZ&xH=LTWT)etk2F>!zlhoRN_wN8(%T1Jrn3wra(?0Rk@UwXn-X6KvPl(*O z>wkXF9ybzk6a`M?(scOhE4`PRF#F@D8(bjbul?$-h=#^b|MLpf_#7|MEIT?!Ars=R z2dd;Ci>pf0{i}n?aKzD`fA&5o{%Z_G|0S63*ld{lYhPNO@YudxfN`wAe|4!}_}3S- z!GHSkf6OrTpZUDUOS@xbK9>=7G3nRz>yMV>_cDlZj(_~9mtj{CFByII_-Xa8TNDHK zHvD6<-SsVs_wU+#>QYQQ|EEvP1^VCQ3H#4{#Q!RD+Q$?!xHkQ!r!>OLd)v}KU4&D` zYw>eUmekGDq@iP5fb`A%3lXO{_01ud7FjyTmeJ&%!|>8+z2{a5IHV+U+^>MqWMp{#8pouUWOG|5AI|yqTg}51|zqS&ei;5=13QX7B6jlJWXd=g^-YLvA)it^fab zLHIwd2$$ky*)G#hpyt3qCJo{7W=iN5a4Gq7DT3j_jiK-N9*N!lK2kIZROnrOsjG@8=Ekjk;v%%V z@cd{=1{>OQ*nNv=gw|GFiIzdCM8RX9w)6m2{Yx@?qy8sX z@8P-SyC%MS(tKap0MW3f@h;bV2x;b?s7}uYJuyY_aJ&R!*Np=&pPs}}-Z@k<=>!N_ zZZ9k<8ptPaGQUx0BXl7MZ^?>36VIo%nYSE#>iGY8!$|V4e(!EMQ-%BwEhD`x5iy~e z?I~^~Tyfs00=Y*5^OCzFQ75=mjA&m!_ZZKeU^HkDs6H!Wj^I7C7%0>Tbn8dUR|Kdf zAStEY=N@x(b?+lG#s}q(J$^M1xmX~uv#@x?dQK6VxMIAOg+(B7$s)30U5P?eQ1$-( z2chwznLX<1=_x{d3g{@E_b*O5-qpD(i%4t~;9Z08lK{m&By731y3D5h-JjO{DXV4N z230BYDj+>i^*DsmqEL0SL+LFL5>gczV;4uVib!>_aP58I4q8vMCS_g1O8OmlrhN8Y zjjdkgFR^EcKnIN+PcDHgg8wjxArm)E3T8YwqLWewGnBxS#W5R$#Ki-Gy;L-;Fl+M* z#kvKrz;I=M!VttXvAdWF%**{MQ)>QdPjKsU5&6-BcxPw&O0fvlLgJlA&&L}}8BhmL zQ-bXaO75OS39kAvRHDAn+YV5@G5QUKtOID<0m8&{TEhw(9JaVDKNNI@HzHTGK9nJ7(>voB7QZdOpWCM0zlY;$;+QeAYl{ zRz2hGYnq?yv|(;^MdaC8`iCD6)M!`VlS}X71DzVE4g_>mU6O6U5Qc2>mBczVJrr#pJmMCJo(Q9eQP=W5%Q9hGV5PNuLg5vptIMUug@Fe5D* zc9(WWjIDVxC289#XRg~tUA*5pkyqI>Ys{RaT{u5R%@{p_xL@!|S*ygD@ApjCyudJKRn)G)>?rEtYX@%H^q)a~#0Z$;f< zPd^eXIx2LH$@-op5dZhANF6?Z=`kRwx{^*^^P4zv;tIQ&nR8zyOjuSb@yBkbKTrN< z!_^O)m`)HYuCv05KX0prJ)3=g?(4q;oT0P-=K$yVn-<@hFwpD=^&$iclKyELJOXH= z`2LxL>LNiDGel%6kj4e}Wo6p5wi66j<-n`ZY%U!DP}ei4zORPA=mzehtJ#*FCx>D zf99KqAXna$gwufGS@C3nHl5H?Q}*B>Wr2tHI9c`HU?P%eBd zi!B0zS+&K8VGbiA5M476hrkec5=GR2SAQ&C++tXOBc7fM{36l1h*w4Oi|K&Sj7t^{ zrJ@K)+auNm_FU|i&F_hMPf!@)mGQ?)*coR-9{_~(AcL9USocXk#UEGNyMW6d(*NWZ zQk+V*<=9;mF$RyZ2V#9O`ai4K1Dn+Hz*2{ToU&eHx1|q>90KQ0sGwNhyY~i-IQ{gc zQRcg=g|S^HTWS<-{><@I+fNl)`=Xr9<+x^QX(U-VE z)rW`kFVQq4eae9CQ!pbgDdDo=+$Tw?p^g@|Ah~-oaW+IqEoYeUeC~{gIystuSM-+G z)GUCClN38RcPIJyXcolEEz;vtydccd$z30yvix4NWIpsgFF3ALi~R_kj;TrraI#7ZT&)rdhbz1yl!Q@Nyz5{w`I+6=>EBm2v5&- z5CZvBk2rJizi_ z3l-5b8b2|~KlwwL(Sr#_P3v)I(o|>T@>TgsQ^qf7^YHRBqwl+Fs!cYU5wBmlZof^d z@D1q;vh$l!QJmU~?eviP``X%yzNY&iAlKI03=elMOL%)RtoU84SqYy64yYP-PV3dc zti{uF4bs;Q?m1j7(6(x2hl8WSyPe-qaO%XMlVLf>$`!%mYCXIU+AJBr_C!c@Qn$8a z3?Clm!~MsPQ$PM&fu-Ts(rDu5#xzpay>+Qe(}%Pf9X_dI-LPvJm(DD+$u-~&1pU0q zT|SQX!%ORbyX&!QQ}~wi>z1FNnQ}`j{Qaeb3(YgTj2?lHAS!Oxf4nBYaw*>PUj+-= zih>FaCvnL8(Gm$2B{`c=U*0InlZ|Q^mC?lU5eS1{W&v?8{AKgt@V!?Wv>Vgg8MV5E*3)LuAJI1nEq(TOn-R-NdmX$k@D465hewHP# znc#4>T#NH!edfF#dKZkIzkTuk?2gWDuVr*LyLPm56#v^Qd&cwwJ*@Z9iT^e@vGmCk zy=V22a5pQG*F3tCT?!q3{xYmyHmBFSt+*-*x#hDah9nt1dU5&6<7O8MzCCj0gx$Si zJ4oW*9lno4Bimv`_C{^J4(+vPDy=}jqRyOI>6eOkXyOJDaug)z49om+`24L8FI{np z&R(Kf_eDZ;Et9QveGTW4o-{i4^5qUOcLN*5l)M4m*t$6kV7)_8ygR%SOslMWztVrQ zl&`fErx}odq(f0wNa_cymq0Jp=^Eg0B|t6YVpw>U%q7mId0XvMlni;mB(*5XB-w)W zXt9$?2mqZk^2~YJ4L9_xJ8W(H95G1eW%7efi~(@*PFgoQFr?JbxgWpq5rv z5-nSc7)&I$K#Xx>!}J${CEoDR()&RhGbW}M)VB$=%RF_ZKHx&VjDrs(n?*b|w3%t> z3PIRHDIO#us44nh$gYA3(_<;ljYJE_TP+f;v!rrU2T_4q<0V)5^9*)=;bfj&QI&kb za<<{gQFm9)@g0(WXX38%$tf%Mt!$aDizyck=vfd839XLaJm%bCQRG3D#Y^%%&*n># zkTal4HrL;oeRY|{P^>*y3?HUzow;MYhfMGm8|NOZNz)-z?rK|4O zxb4WqQ^g^-OHwP%;=WUJ2^)TupH@4=hPTm(-&TS$&H{5~8(CM}=~J-vWO7}1J)iI?TOVG&Qon+?n4-Fa)?heINT=*a>=#k$8yJ8W zvCg&sIsMUzR)vukHS~NKkGx$MdE}Gtuk=az_{>*&yzrXxwko0Pnqz&vdN8db zfBf+WZpB0T^tryhBy;i(lt2cc(BwyAwszG%nIPQW7uToJ=4!M}yTUpEI zm29}Vp`k^|04cmB<%pqnRjJMmQK5dhO}I&7_<|MzP!sdif( zkfP}2`zobXLM*elRMRG7uu?*J2o+iQ(>?i)W=!)v!m(I|G-VaxPrxy6W^zEH%6X%}P z4q{y_1tGjoD{KFH?Xo`TFMewHP&tpMMVdvqRE1t|T4AETRst^hc2e z;sOG45PD0BQ{RlTf&$Cgx0W1@Sw5bJ^3QPw9oJip%Q&vyhz*493Jjv9sL%UzCHWc%RlMk0PjD;QDd zd7+W-8?pL|)|9RB%`dgITsbHH*yFn}7JBRwd-I3^n@^a0>^e8^&}F{A(G=%9ZLPCR z_`dO$e%DTh852!{y_{O+H`6)oXr(uS2=G=CQiFU^ETL5VT@#a%Mp&IG;pON0PL$;N z+2V`9_rRw7drnNwSp6&-WNs;~pys1ity-Dno_!MigQe}F%`7-jZ(XC&wr6_3-uc5& z=B9``58DOJQWF)z{5d2TO6R(q$4N_i1W&A0JkNiBw)W%kbZVTR@6_qRiS>q-6pc#6 zf-oLEQN|-QDMIX0ixx=aqpLB0&{hpO@4Uk?g9a7ZXvdP2_?G9L=d+1E`S!>Ot@;%^ zh)dqz+Wu@}8S4E|>Jp_&Ms%S0>6(+2GfcBzOt}B3p@E@J(S}XO(SS0|UBSZu`UN5Y z$Hv!g&5E9e!v$*P=tig2FSzq1#GL*H`chC-6a+FaLmblNoFP3c$#zuE*cDmAvFpvH z@J(=p;MrH#A=mhvTU_yvWrkG_LP1FIzmPaWB7xA*Xr5OWhLArke!Z`)r%k#UWj>zzS474Rw6y|ykR_F%nhWIq@kkL79TKRrMf!D}a_81{ zGI~^Z%tmipK~bmGFG|>9n3OmG_HrrUhD1KKw!4^KZ)^A7`-zp^;6;zAX)2c%UJc5d zRe9%BEtA?*Fa#oBXCbCPdV1|gV!hmIewT)crVc$IBBomXXF@xrGeLPz!%l37_!yS(wSVeEK($iW3X(uuf zbc%0@kGc&D^QhOa39YMRsT1yFklI_Ck3x*^sZ@~?BiTWQ##;iX!p6I-x6V4}S3Z&a znP)p%TDtY!JiuZ&%=t`qivje?9e#Cn}@9x$ueDfJbP>0;Cueitw z6$~hSIye^mYI>5V;pSh5Z8AK`-mMpVuazRb)qmVM7l)T6WoJX{7ZBN?p&d{hKoPuT zSJL6fcO}LU6m4(b3kdjeJ3d_U_fEenYaQ&VuTmz@Xr^kLuX`*fsKac-qoanN_0EzL z)Jdb#Yf8Zw>|E+akgrI=HXqI;K-A5ta*`t~R9T0ip`vk|s$6*VSc+ACT%twr?L&Ig zKQ2R%Dc-tL#Y_#K6*a?sQY87wzr-fjGXuR`03eaa!p)p#GM8dR=9e^0j;BV7SUkU; zx?{!tnB`_w%`SC0*%-_TC`D{=yV`+S)8@Q9Q<|5V*-t_(*}De^y{S)QJUEGDx{=$z z6em5qx$@b!?a#;sXr41L$c*`)7t0^%k8dOsZI-UCyWxh1Te0ONtluObo+Dj1H(tu8 zZtXlS?AN`n|3~FnrvG*77cN}F#zN;??O!}5n6dn7OvA~&71Ao(E+fi8<~^YT?nfx z&`(_zdUpplilZ_1hE7$@E_6+Gev5D>I^o?X=`HHp+lGyLYtSK`k3Blp43Sv*q|x2U zJpi5UoWsAAWNq?O1~aH}p#Bahel)Pg-_Z_soo>3}NX>W`8@+J_Wu35!89PuusU$T6 zgzk(^cM%l#RiYxxaIVjE&hBj+i-KUWUqRd~pXYifcU+F%|5NDd{EDh<{gg7z&TSvG z$*9&1tcCow9OX0QD#*QEsZV1zNZ|5#m*pNb$4Zq*aruTFvri&~Q(xG!RjUy0h({N- z;MSUoQ@OyAO+_t5aI026gz+yQ<&#nfYv7d`y2!k`ynMLsh{ph&)01%DFrH#?;&yx+ zy>mdHQ=o&bl!XLrc-Opsyhi>V{C1@b{M)o{9sh0;`SKmM9T>1^dR}w5q(c5A6UR~y zACmdax1Yr7@F>FE_5FeIuf9t{G!Z{F_3OU6vuBSqi`kgC1youJV&*-)tUQ1I{M3S% z&8>gjdrA8Hw!c4SpC$~Z$eU7NaPq2J<_YbsY1?mg-+asyM_L07{v9eWtEl(ey7Dd# z7NSP(T%)_r={E}5)zwv1RQ)wC?_K|ZJIx0eWbA|qdD=j-Q9LtW*DPMWu&xOLh&F9* z^Dw(({WJQmWt$jSt2?4?mk~F%SC=k|%C;TVUtRr}$e4fmK$Siyx|znWtls^Vi*U<$ zB^|wJ7Cywhw@uEU`&YBAwS5hpTR7KDd0YKtS6e<|NqWf2rG%!A#bs&BH56Y*BNI@x z!Z)BXI?-o$+?ylKUG^X6<8|xU(Q5nUZCkb+lj78O{Kl8d<|0qme`VF!=Q{sZ?m{?B zL4+?V6!y66ckhQezu)(sH`ihNkC(jmUTQ_ct);DdQ(skASJx?~frF(GbwIf4?l(s< zre6B(LSz+j472^#S2fd`HhqaRT`TCDJn**rhktInf1Td@MLC)IF*J)EW6Xe|QqYxx zMPyF(J=k^h-FH3IM?WOVCj0vJ>sd@X$kZ`R9OmPzuIIj}PTMD?ps`KhoXl(9o1%^4 z-*M&~6QDwF^ea?m>kG=slPCXl7Lcf8&|d(QKf0-p2+E94j8hIX zAgmxE>Ueq$P#0&&zo#`x|t{ zt>73EPyHF-Cn1AUaq(EdW(L9bHdSw|aS}4D^EIa~A}dRZWHEY4Fo|f5v8y4xNTy_k z9K7H7A+-^5Y?@?pYP<~9>+oBv2Xp@em6BuqoX5kAc}CCQ`HlJq)?|*QFc74LblpdQ zP_PshFeyw9D>1^-xSU^cvo)Eu9ZY5-c;1N9ONa@qz@m&7^)Ye^nU5w!Khx>@`Yw8_ zFQ?{|MBDUX67(X2q11M~TP}ecaBr0U#PjVskK1GVj2XsvKQlT-<1qF0uqBuDo(-BX zAx@`zL7Asb?Xf^@JKKGK9H-vN9qYew3I3H78X-zB$DZPfH>!|$Q@@K6Ty!3SgngYq zaAB&&sK*w+TK)xFoE(9x>My_ZpMuFH$>UEy{1+BZg~E6X67uIy z);bLk@WwcV&w~a}M2u73bkSq~xaiOOG%IP0*!=kEe8aNF zTa$d2D*amOy!_{*(}Uu4Tm9Nnr`;5_>CL`&@^Af*y}dP_^wBr`YN}`NIV+l@q7M4O zrOJD1|3j5^yB^>5>>Inf<#gJUuQO-{AKrE2!_l#D!%l z8Ht==+e-1I*-UQ7wd?!k&41NaajuVCo}S%BOGYTKjtVPwSOsCZx+>uanZY61jb3Sd zhP5xg#^U*AZ68@UH<~L-n}o7$_b<7;{_=+$kTmb3a)nERJTM6@E`T?m&p4F6N;Z}S zm>?v9D-LP=;wxJsDAhdHbw$FR<_68;;@VXdEj`r~Yx{4p*d&VZS4Y|MV~!s^bm-8t z52NjKo80zL)vGD7RQ40^rQtXXnG1W4A!bq$pq+$yJ1|~Rkn&pM=fcJ@Z1cgsVONEt zUSxiql@Yt^Z?Bd0Me_sbR9a=Rfih*}JLRnVV@jxPZjM7DlKDf6&kdP>bLReLX0@?0 zR}ljzYyc>G57#1Tak(%B`T6d}n^+y^`>;BmJe?t{V^1qZ?&>P~F~y-ToSmIpeEO-5 z>i4OfeA8e6f?}}TNUN0M^^f=-A&ef+C;@$ugbYzk0<%klSHw8i2P{j+TNk+`{yk(} zw;jELbv;>I(X(&U3#hGXtPVOVaXXv>T^hb^?uR( zC5w)K{Yz^<{-vEeNa!V;ZeaE}$;IH~sw-QxZcl>h8`D)?6pBkGTpY!gOJB?0{H)oN zr_*Gt$K;k`y8z}9@3?qW*&8y>V}=wJ9FU~MrK&5%F=C}foK|ixR-ZyUcMoq%QLcFN zru=p(DrJSXj#Sc=OH8SoDbsP(l~j!*5+qODcmk-uc)MAaiJ<}9_VNGx%W_bg2#Ut% zYVs%nJ~l;Pb1ur{CWycDlq-I?PCE=;vJm~61WFnP%=WrtKa>yE{BIx1Tr=U=9eb|Q zpMK;X%pDQS3;gNF+W5ayxoLl&uAWavw3rkwFWFBEb*ASx55Oyx^R6jI7`R3tnH4gt^*S zwrZx1;Le|*%tM|i8e%|JLWM=NBDpr|Z^4x%i6mrU#0t^>gfF>V#YTK4X3oI(^f+%N zKoO=+0%te@(m4%@O&+bxLop&ROL;;N;AKYtO{RlR@w5}d$aa6dbosIu7PN=kITZ?-)~iYWTOr4YL*VB8gfH)-axuWsCN)Sq#*2uXjxlMa zdTTgk5|Ed=^_cVsc}@c9x_VLxc=Sd#PR|vPXLJMof)?bJa zSBvh%3f#JlLsu7#ZnZ-(sdH8Ob3t91vBF#vF{ViWG)zkhtpx_@af>N9mVs;jZcJd-WO z-)oVmx+!p?aWmS7d-MXkHg zl7yz=aNLEkQ#$Fjnn@JO`_(I1CW|bIXcJoQ=oT4d8t&etn}11eui_F^|%# ztpZrZT{!49w^lq?zqMjUkG6_KUVB=|*KvxaH{bPA>&e&J1FX~Q|7=>Y*Tz0;X3_G; zo}Vh7G?rkE=kA`yck40CY$-1nyySA^s5Osl)3*W($;cVWB^?Py_eV2Q1DW^$8R*L+MkH|+vm5+_!erJa)l2szfsSFEC2w5=GN|DU zWE7IFI|Y$4A%_EZLivq$#$L$z!N`7*NCc8sz?*thZ2hu zso}e-*b8`E1|?QewhTl>40?SriApk^CoIHtAo?{=1bEXH!P2ybPzDoPWJ!((Wx+Yb z-OD^^4f)LL+mzJGn*yo~*;tg87+%9ev;gzEgmCg41|zq_L|`8LuynQ*wuyepPpI-_ zhP^0yk|Z339z^D{sMLK@0%Y(D2`uMhwj6DEz0iz~l@G#-RA|MV=6 z_6!_mEVEIt;XtFhiR9&T;nIM$4qGgCZPVTG@_I{U8V{FcRJPPpuH$%I4LJTo$FXK4 zfqdEt*oH(@iY&x+177336$kn4+qczA?!L_T0|jY{&LK6I?Olf*D46x)9doti+BLm8 z_H6n(w5NrOYxi=B8NOV;*H&nkete4dv{HZ8%)h&|8o7k~wyTAC{e_^)RqU%0-9zeD z7&lazChk}~z}D;|GI>J0LsY~ih*~p7$Vd<;A(tLH5mE96yh^*7(PY zQm7flNK~k{pYea2!uj9Gy7vx-D z>#(6Ht#3P&I}T2cbl`mw2QP|LH!9(yj3gEz0Euw`?vNmR8}ftakh0J%i5&jb>Rtdy z-% zQZF*T1o+Vp#!?weNZv}i0fX2O6}b?u>_DTL3>=+=Om_{t;1Pd&--%AM5BHuPn#q3F zuV>F|hT%)H2b;z`7);hnd)C(TRNu!-IFzi-R;^kUle4mh3a6`bhH9W;;34|MgV#4g zpK3zcs#kgpUX(`3aD7`IL3air#zS1kambER-C-vSi$vPou5;&A=%p>(-pAKWLNaJt z)`%d%EyYTcC3!JP=Go^H7tR1@x8Vu1F%apj?|k-AXLC95NkFrWgH5>rvm7%GeR1)a zZVTXbMiROwM|Z-p2bwgcT=3=)tnoj9Qb$~b))ZU z+v-`fnI9{q1AAJzxHd0$>GN@6@VjewtATi3n$GrO6ltL>aro(*zUq0~y{E^#H=G8A ze?-g1Sn`vJlB2&nchdScXAt=%XT&DJ#&NDN)(AVOP@V(u@ccdk4N~*IdS1K!XJq<0 z+px@HV&xHYvqLu8UhDva+C6Rq55 z47o}M$d9?X4a1J}LRTJbebHUw+}OX;0bt)EHWH#&Bu(ndgwB!(PUzR%3d4jGRFfl_ zwbgi^qahSVD`0Dbq|e6hFqQLwYDr4bA;6OaDIDa)>8lLZ^ZS8P=!`fK(2~eJ?U;w- z$gP*TNo=ks*(eMV($#ZZ6)irh$)H;FRN>c4s5eTuFdph20}W`Xj zPBIYaIYJe}h`h+vU?cQqwVdHO^IyG4hS5m@X4l9_fVVsdB_vOrFLoonpIzkvSxuhB z1r0g*Q&dto^q#(V;aL%Ck!8KO?(1vyt_yo^z46J7PlBcoo;+BQo4Ti!YNqyN?L&*@ zwqL7v+rl67tDx!pCe;ZDkc-Kuty+!05`A#=4umW6L4zjfMO?)L<shDy|J1tU;A1OH%JOg0a4b?uD5=C-G%^}M90WXjHhC8tCaJ66SlzQnyLS2C9o=dj zwlHFq$%mPzi^q!}^!o z#%Z-~Kj4%I2RPDXxUU2K#QyH%N2S

Wj8fnY6y}P7ue0u4-?`A;Hw&8Ynl|?2WNS zq{AhTG|dt-g@pK_os$?qaoBQt%z67^Qab8T1X1UILS~RqcQ1Io_X9ZBp6zw<8AFGOP z0C{cOKHJ$ijRi1S`^layig3YiCTj?MCNmP{DWq@-qLR^|S5qy!OkfF7p!z)AFo0yC zh9Oib0a%eL1Sv|exEzt}8_{|g1?l&7jW}y?otbbPSywxRp48r|FR3oX-x<**DOFU1 z6)#d>ukTX5uT!17T(Nb>u9C1R9uRmO4UCeHpcp}C zC9xBrOR|STOwlvW9&zAORQVkPs)6`Gu4XY_2Q0oPEw)9hxOskMs#+Iwm1$ClZ>4Dn!S?XN_1=Sl%|UyKU^QI=Pk82y;+r8`Zs_6jUZ5En97R zL{~=Fyk*^sPfh}77_415a)K7l()Gdvytuq*Iq6?V;wu{I1HMEnjNfHp$6>Jn@2^S~TR;^l@p`s_E{^ z9TqU{k1w#Gpyb!imboJz|uV#Rc&J`c1x&#{RL_(2MBVjZxf83xfN)De2QS!W>r0f)GoVwuUnYFD0|1>PruRzzP8(;=&7+*^ z6hvpJC1$D6>=3*)n)J=bizTNX$Eb(DX<|0Au=JF2G*>4wP@MjR?dANYvc(~`STqHs zy&fa^HLOE#LwytOPVCWKe>Hs1O zH1_S?t3o&Ia2*v9*bT9ucnNG64m3i#cP30XT@B8PwQ$&b4mkDI`^SE_slF8}d zI3%$+sV2kn6+05u$K1$JY)blcWB1rGWX#H#jRTi}gs9(o0Bka>X)>3LQV6l1q1IMa z#kMFXlHY`BG&ytj*@AMxMqhf&{0~+ zN6arQw35*P?7!w5!pneMXLDnDEDuscv6XpoWcf65JQi|aH91p8BG(tI&`p`g;@?QjyNV$Tgd7Nd~e8SKmj%mR+2*AF#~{wzT5rUM~Qr#kZ#M&15!`cXc}# z$L7E9S1#QnK<#_~zG}}wov1DSW6Rofqq)xK0(!q|)Q<@qk#LOT(HkD&Th2g1*eb!~ zy|%xvShTa0o0cN-B}#x*(0g;}5@++Iq=4UqSvIh#22eI9q^73+)78}neahu4for*S zLjow8q~ibd(@&3azjY&@8=c+UW~K8*vsL1`!1(M97$Nr$2*&(?+5~S4FT!3gu6}govUD*p8iF?! z(n4ocv5FEftEXC|p3IX+XX@_OUUWiZKFv==7ZSmAoTG^p=+ZPX=5Hj#%(_e0F66Lz z1|i)j$5SqEhl*@o;hAc~)ZuU424BHMuZWWnf zUU>|?PW$J=p5}nbidQRdH18q|;o3=k)NXga(fr(o$*&urlqBy~7)?M)(#(_Z z*ndNtwC{HYO1R5w*KhQRl8K?+fbFLxI_MQW{k16P75nMXGeFpA)E?i=@E`nfwCd0^ z)VIl2QF%8zo<2By1_bBYv3XQW;&Y`w2&STc$?@>~QVW-nJv-`5Sh4fY6b|yuYUPuQ zziw;M2JY=r<(^jh2e?}p>Q05;t7=5Z<~m-g#7 zeEYjM7CG9m2C-=e*zy}ghVEW@=h)%WO<(kwxP-Map9EQP?b07xEGv249U0ZefnPj1 zz&q%^VrNyKj$D>c6tC2u?R?NnO=r@xoo-XK6;I~&R@3SJj6eQ()uOzfr&%>qTr<5$ zwS|oLQ9;!R%Os4wB}1cMK4PkwRz0}R&@^zGUt&y;CmGqT4!| z9GM8jkWR$t#+e) z9?`yjvD$S|Ozf59%tnCD;S)KLw0V1!=7mvddEsp9#G4=I_Qh*GAfPs-8k6rHH^uXGnY zPORBW_atcQN1ygutI;!60%^*;o(vn=XD_t^t(D2$`n)!t;=`r8f0Lq>QO}qT19^Pg zmX5igZFBDyh zmhWlBI|`s*9ix4r8f<@o9A$KlXZWo^&PT7zYjyvO>N-(o(@}AT96NSww(X*a-I=fs z(7M6fg$=#03@v0SL?%fnBPK9wII+!9UMM=$f5~rp^K@4-74~Xv@gT9Sa~R#@P=8$& z;Gc*`W=X$glF=v;#E~mghZb3#9U-@v@sO{q+BM6aiIlkXyr?P(KDlC3cH2wy43{F9 zm7f>kaOq)2-F&%)YaUN@V!aJ@JjZjgcg8`rFtqnFcu+!Us;D*wjT~8Zphm-C(m*aQ zc1q3IE=SoT;AYcnLx7O3SBYV6;>4wt)!^>?A6&3m0AyecOtuGp+CH=UhNehr9 z?tTvqqggePZo|>;7027(7a5&2Ae_#BED50oB&(R(SNX$hlP|lB_+Aud3@|Y~Gq*eC z@S=m-6?^EQcPx15HGfL$v^9A4BnOrq+0LU$3}O9X?aLO|y*N-FZ!moy^G)~eVL-VC zf|Cq*oe}24a^0A@%Smym>nqPKPafYU)0nHP0eITP!fk`XOb1)xG8sXB7AI(A4T-U8Pu{79 zQLsRL8C6uyK|DeLu|C4H$8B?{M@il$`CMCP7&>i;E6HLN*b&65d$HJEB;22pbO7v$ z@ERPf%E;p;Y;Z;#G@Pl%SfTHeUD~9?23$!x+{e}5=QAI|aetN|Pm0?_=nEJE_l=bk zmwSz{#G?O;_STA*`$s=o`_eMwkz+aF_XG4)!sF{4?%k&CR5G+pWNZO{VD;s`QQ#q- zb)&T2y63E9<2=F(0$YgV*)ql3h|MFqxIasQ%&`Q` zb)O*Y!~Q3r{q<>=l}j>9%3I!yiGIPidP7gSCF1v;){!PUB>9Y1%(St*$n?EfA^O&>mW zim8vvx9xl_=U_bhZV>;Vb?eqDW+cgW`driTOelyT8^!`43Zv>9?dA=jOv6htD|3Xw z25o^0K|t2&7|VDB-iZ5zlaj`T1pT+VmvlKtp!H=EVq&;tcN4O)8&+0+lczglbsWIM zOGX()T(#-J2n)dC*$D${YD%K#4$?%v2dCxuTx=T4P!R0ro>%XS5p0Gk%40yW!cq@ zeJ{VZaO{e}!H;N2Zn+J8(l}TeDK=@YB&22f-uCxc6Yd}ES4CyZq#uh(FR(Ba!=BJW z_M!bEFH+?ED*KbWI6eF3xj9naIPAE>cDQtFL5G67Cro5DEC@f&;q&s`j=Do3&>IUV z0|YOWUZr^J4xU^&XXIhxJQdKBN8lbj|0y6nd0u*Kf3x%Yh_*xtQi;uHquwx}e^Ys@ zXZ^#|_{IhkI39;fmsIxEpPU2o@%(8%(1ZZchIEIn`(6$=PY@BQctnyNVp{97ECMCa z9j36NveE$jkcw#7&6_vJ-dPiWyAiF5JO<=$(JdJ(?Y{~r{Moo^hA9ZODO;sH`T}9+ zjXc!wy7vd*U_Jb&jB^U5V_t=$6ZDgE>ctqvBSWbaktD-5U0f6*Sd~#i zg0fu5Q+tx*s>j~(BgmoUgr_!{=zE3Ato`v5Mee*;>05dZ8C`EM&NX-3r+)QU;= z$%Ig_zcxSpOLP+U70_B{tjLX97Ux_Il~eemAV*5M_T9S=0bG~bLU>Eadhnr8pVw@# ze*8)*Dm3b6jx9Oq-L)j>@_ZY&dva!jW+!pMX)p!F@-2<&yP5=Fu65L1r*QjsI-^sA z2KHTc`bGo2Q-P;w;|0K_XhN7gNqPKm+9poBWSI{FHy9d8>$V84L=w0`nvFPylxZZ( zthm{H69kj&{N2B)F3q`&DG|V`%*<|(;>jcT!{xuRtH@oUs$S^8@oNOI*8c231II~y zPWO1GU)lV0eeURG*Ayj7RvnChtqfw__bV#f%WmkLl{9t^nu$MFMZ=DH-)8wpLYc+g$8TGM01^;FJvyg zFM@Zftv-qCeHjZQH75z0`jnOFr*%8=r0AxlEPo_KH67f-X(6H#vg~RQ?Cb5+PbrfM z+=hD-%fK7$Ut|@Do!g)aFQPTCD`P3;4YSq#%lkF^YViDDewk(>n9)}5z|b2|URfpF&CO1E{FA@Di&Zn-yt`4bcC{j48v09F45bSTHb5nk^6l+2s`E6khA8jicBHs<0 zyH5JVJq)h{u{{EA&AbH@xuQru-QzNyOWrt>Dt>O;?#TXX^_0UxPl30s{4#M9oddf_ z>eG|If_&+3pLZg!vIojt7-umjP^_qD_dvKXx8fuoC{fsKOMU(6%90D&wulrKMwZyo zUCQSY&j*SGl|Pu3uF7HXr8JN|ncD=Xp2lbT8Dz1QWO? zWGmH_IkkmmER&8smpT7`-iQB=v`Z_bZHc{K$qirUnvA4&7`BUXdgTU*S zA&s&OWoQcQhyN8}k;=YJ9F)OIN$`^76MW4gaN_EVP=rs-)*tqOU^iDaiMby{aXP3x za|J^A31R$c08EH7$&=Db-HQTZ>=EpJNvq$7iI)}(><*WCKkE9tm~=tScq;s}P_BPv z0PiE(!YGcZN_b!|Zj2Y|Z?E6cUXjKaaBSmov2*2qCa*;JIfuT7=Y6}mVD>-k+BJuY zKXe>ono)2;S{!0laP#srfXApGQm+7TG~+l9o-X+KZ5GL{C1`CB8nVkf>SMt5(NJ_& z_9I;S3j3@TH$MO#eukeg zDw)-4F=rBRbRtcPpqv5?3y#lN+XysT`^F-LGD5HRNR!<=z`3zOUdf7fL7-NFQfWk50`=7okWRVrp-Ura^2xX7)1_&CX{4;QPJv0 zlM@@){5Cx-O&+VYXkX-FwusD?U*Khdndw%w;R?#M=uy2P(LJtX$FVkIIW7yG0P)>qfXtpVn8S`Oc zk@!vozc==Lofv)Zs{P8E*GtmprA&-63&9?lwfqq?KJMxW@w0INr}D0?P^GHSHw2X49`vI?< zv!-Pyw-pa`pWwKuM7z*U-GC=a-EI(qsN}8o7Z?=ZC-LbL$MFm5QahWIA8jMs7pHVs zBx~1;a?6``z{FBar=-lb@!iRpar)iKM?2#37z!ffStX~e59D%|Xrp0mOxC#!PuPM7 zm3P^HwGG>h`-dNwH+Ey1_T}7$2N@!v*$T7geq^*w#vPgHmR*nli}L2p+WV+@NSO&$ zf4u)L?cKi$hHoi(-BBiHvd^u5x1aWQP(P;se1VwW8;&Tosx$F3x%6ML{$GK9>_{ei>VqhbInE7N;(JDPXcL2oT7!Ps(*u3y1@jHY~Q%|f} zV12c%LF_OCRqp0UJaiP7&Z-lWdiDBsJ9U2ou2m5!Ys^b|afK76P%yyDr6@H^b{x(l zI@3)ZMX`lz4Ev}i($TdGJ=H6PG=9((O7pMZ@s0y~jBOOEQLMP6H2q5y+=L^-fr%iQ~0eoXw*2A+jW;_+c!^s|F*m0NqUmTcgU! z1m_d0fxOSO6#MOQSFVUpa@94LX2w3Hg5$9V4`d80@{e;#P%$zcuEXGk-ziPtdj|qC zNpxn$!Yn>yn+dzK8lCIzx4&4U@ik+RWd5m&I>o#mZLBE4*p%Ii%c3{8T8g~&OEv9< z;v@s_l!pV0xKj1@(>0W4(yH3jQ}<@Futf>Ga?L*a%n%{ai$>yXurx-kHSokVdpc*k zFUPLx;jI_*{`(>}o^*_MHpeal4q_s+*(L&U-ro4*;~fzlXD)S2*=F~8_|NRmA{>xk4O{;SQpEY9(;rRVJz zMB6S3N#VELpKGgq*Vwq)cDzrDc$r--QB&M}*eE_>irJB1Y9&Dl4{R?I+9pjJhqw*G z=ZARrsenTtO^C8c{P~-{vvgFDxRy7+OG`O3fxU1^LUSM*VS-!@t@HhWk<}ea->UX` zmFma%mWz~s!ia~dD_H|+T;tQYhebgRhHw>@d$p8>LT7-wS5Yx8F1v7RGOb3N%!Gu_ z0$%}st$%nG?5P+SaqhbD3je!&YKbUWh3r$g!aP=>ibatY^LeO3M=%swqV|;s34!w1 z@G?8EVZu6$)BQ9{?XrT{EENZ>hp z26oD$Mvsuvmo)Mh1tgx<_F|WTr=6@;#%DyBT(I`wo*6+ZxY}8RQ1L*Y1`@uFMO=nC zuvbWI6t{WtgbsPzoZizU!BXkBsW}Z0ZEI?ijXr6LOp}u7OvqwDb+eXlgAZ`8@-Da& zHZ4By%Reg`$1gFFR#OmrHp}kYx<=NxcpQgk5m|c@C3xgp`?3@IG4DC{-ev|p{1MD> zAWzb^r@K2<`8Ix-DN#Zr_Wm#klb>~VKa8Nb)-Z_<70z7^SaRQa>ip!#LoSJ2H>hS6?zgPg!!IzUB@$#l(^l939D_Ha#ZV zdZ1g&E!zC0a6sDrqK_Z4DDrzgrVLEulsOt4UT@lBpxO5F-4e1Vb|ycY(wuhZfS3y2 zG+&Ma_{hg8VFN+xg02P%fBTjkqs5bs%^JN%fpD}01Q7BuL<*85&q(|+fKf2q=G+|Tx=pjzZ+&{4a$PA%b9lDI9z@>acBfh>cHY)nl7A-_EDNS;>ySorF zICP$I&+CYN=$XP9Wt4a7dEHh#uio;6-0^!Po(ob)@0ko1o5oX#FDyoV_~DSQ6IG#O zo@P{9&^w-Jqr0VK$88=`tuM~yg^h0T_jz4Frio`j*-`s8L&lKiDK=F8rcBLk-?3xi z`TC1%&fxh_+}0kLm#S0Nc3si?o%%6elQ+RYSfuWzsGZNrtt#2BSly{zyI&Bc0JV4r+LuIHCn%|%>HzfW{nVqEx` z@n^(F_N{RR@P!DB1PCK;b+s25+zWPH-HRoqFg*R84J$UxSL>{bvvY8wgiX z*f~(>Ou*dBY{?aoH7AK9eTy)E5b9d?)(Z!Q6%`Jz0!CHuvgz)lQL!w&Gh=KmX89H& zLLjIsZFyE2ojK@l-=MC@fe&dPxu-IDUG~%HyAMJa8L;U~YW&jehep#TFh{ApjOf+Xexw z%GwfLGli}yb-}F1u0eU8jXy?NI+1KABUoCt=@v+1J%DL}>@bE{67(;8d2z>GM2msY zA~e&Ek}VD_@RmcqWOt{fYqJ9=5D8i6_kIc2(jcKTPuSwm7KT^v{=dk36R0ZBtXp>* zD=~>tD^U}TU6R^hkBSY_o0zB@1q~>ufEWQ0rBM)+MlqdMV!u&QS{sC*Vgm}IG$uw7 z5Ks{iLF{NmKokT-1n#q_n96_79rvCw?z#W@&%KOMl|r`SR|IPy6of*nTH6d&%>FM8?uTDe04 z%ad@4dO&S^BCPG!$}_Qv?n4y@v$RJJo)H`1**iZcb#!7xbL|OtzEx~k>b zCx<)XXFs~J`rF%Rn%{*cMm!(-nl&RaNc#HbjQ~g8R`Xl2mJN~v25i44*iaAR=j-L-Z z>R7VK&ApOTDpYfRpJ8)8xs>2E$*Fi3h16)f)Dq`5%7sVl7MV#ShcGq zJe3;8?BUasIlx_g-+%v8JG;9MmBv6j>Npa)g}pL_`(&YB$JlYuo*^H7RC%rYzL6-i zOq<5<`Wiat7)^FECR?-tVzNl&bOtWas`QbWisXvewGZ_fCeR)ko&`{D;MFxNwp((1 z<}N`wR4i}Iy*4ihz^fdQ@STEgalfYEGx=fKr|hp1bWJ{NNKC6@Zm zWbp`!DT8&T0VG3nKj&JK!CUTq;UP#XS5P&p9^ZaAr1fGG;nvf~MYB1~weHJLu&76z ziB^2ojNd#8qS*NJ4Sl22ISTrcCWtDr*VMs!tB2WUnbfAf(g{roYWmumI>2=|ZvEqJ zvwFSzZrqcRT#{{X%~^B!HWHTQ$T6$LJ=d#cJ#v*zFANWT5bAE*T-$4mi5Lg0yc^f; zHlfD*QSe%hF>DM?o^`tkTjtCpiV<|Ei0DDe`2&9DRyJ=gkj(JKeXYaYds&(LeI2q> zXR`Uo!-}yJKYGJCCFT^kH5ueI!8ED22D%;GxN+kMM9GeR_V)IJd|NWnL|yFt38L0$ z^mqd|HmkOiGTRCp$Z1JKpv;9e^Sie)!C$47*w|G2w+)+AOMma`oKzL@eof`K#ks9b zAv4%m<6myftTjJ(3P$G)ofw=|h0CYJCS~x zxEjpmv19e1sq(nUy0pmG_cXatKh`dBk-;#dPInxz4(&3`14)efG8lfxn zYOhCvMB}I%$~tsx?B_>70K>jkb#Yh5spgGHk8C#G&vD<4W;1qC%I*7pF1*^gM0+~_ z2&C@-mFR=9WtP5&&rCn2fBkz)LY_?KraDU+_?rQ7MC!akdn(7-_4}9eoF>w{x!lf1w zkw5AB`=v|HY!ex$64~Lmx3Zv3=39y41(T7}nKp(lV#+OgkGkZB99vyu5t)IU-cAch zV;tsTrQ!EQ>&UDz&e|dr&8GY7-Cdhu&0^T1LyJSc_TBhN@*NPyGYIg6{jgj>7#CB` z&PbtzxT02{c|+f8n)J^wd1j^%BL#135I|)(j)g(EbOR%p6)$ILej?S0dZ)MMBV=yg zy0f_@wu8SQM|d&< z3LHFm5bfs7qyD5ZGUOz0NQ0X&NHUXz{Q4$Z;zQVznPJ;KdzFE=leYF1liIIbd00X+ zNHDH{dba*P&`0R@Zjv<}+ng$M7>(B5 z{$}8c^We)gde3xDT{c_x>gtByytxdqsu5OAx_hWDEU8MANl&I31hl^ruVomLP_1TI z`8AIEUG6Q~)&JRru(MSWp}emnlXG~KJxSp_D;W@&RlfC%es=!W#+xO-#Pa1LLu||L z>bb;?q@Up?RT=5ccvh0$bM5lS8@DS*j;nUN)HNpQb3@j?5Kf|+B~6V+#v;8amT&Am zy7oe9k8V8&u6+4>9dLm~D{H(E(=^A0n`(F~-JebH|)O0wdHQhLr;dGlySJdw9nsu@4ZnQT7%xb?=A>)68$5ICB@|4y4MCCn{~<(gf3)kJ3kgVYXX77KTC6h$Kmf40%HC zCR6;t{SLP_h*X!8^x9*MjMO_EWppW?QQmpAO~@Ax?xTD*XUI%Ry&G*SGvS~mVOkNO z((xmXG#2Iq); zK?o%#vm2uK@Bc((bTWDZo0NPG9PuOoVDPQa7%Htpa=QWIJcR(fe(rJKu|oY-F%)<46*C*iUHDDOVBt9GK6D{ zw8>*?U9R0?a!&ULCk_X}OeG1FnonNEw^)JMK-Kc;3vcWDzgRhl_K{PC6G@_<=t_4o zXOrfL5t-=HiUr6&FDZ~rzSqmGH(Zc7@%5;!elA=WfbbvD314O>Ys?WkMR%41%yujrc^pIR26Jm z-if>FAbLeujBJv9`JXB6fWi?;8_=;97#;`dYXH5w%JRrYd1y+`Y)Yid=6k~JGR*H2 z)qpMIglv_jg`SQ)L0n(}oow9#xR7kf>P~i&Sb0^NQh2|soKL)#P;i+jmP^KS{c5Og z-j~y-OTSMZk8u3@S8G@33ibvVHcoooiFP{hJrjg2;@FwQtz3OOoNOS3b=5$n8$zK- zgBOc?`%VY?>C%<1Sf?cIbfDemzK5T%#yq7;4~X9x+Ek;S!~D=CXUBfyusoraR(Nqk zc}_z>@CmAa>7kNdDsB=Q>TiUvk&b;Fx*ag)Uq*+|a=tUwYZR=kS@B*W7!W@z&kv$a z;+)mPZ>bFWspwiVl83RBL77pAi(!(e6y}YYSowFS%DbHJn$8!IuFxkFw8%F@I<($H z8v>3Nf`WEpkz;@RtDIX~l<|P%n>?IWWq{akL7kW7io|Uq+4nf2n1wf*IahTpo6*~>FpkR@6pQ_kZ4WNDo*=SH=_7swPm+XN>dMrjlK zm*WguZL89gWu>fb1KgSgoY8lHuJE{<`c-=$e-Ip#$xUOGZ0!x?fIDPp`RsCTqkJ`7RZbP_~eZ&OetfhS#(cI&)cTq%|^5vv;i6k1D?wBh7%-(T1X<0Qw z{STJO6j&cf#~aADdpoG^!n@m#A5U~kTdz;VcD{W&hQ|#l%c@Y@CLVnmQ{;5~_&j>+ z$h13`912)@j?x6h&P|s+cBE5p!K(V$*x0!D;K6PbjFr!WpQ5ImAd~f;)z@p|OE;FZ zISHeH!(M|V3(LbyTKe}8Cz=vWrBks5EF|kT473 z(JV@dEkt^N*3cG0N^Dh3(wZHi$iPAXYK7I5E;KpHXr^C+{fAqA(wUTuTC3J)PFu!N zbxo9!u^F&t((xrdRRERRREbVUZkJyrBF`djnZmaVYmTRD6xl}w4@mWxqcBez$(W%S z3>LAMEYP|+(|vbISNhusiSlYqoD7N_(Q$RUEPbO-y)z5y zUjC=v8ZYoOAnH;wmswyJMB%yW)*kE-lDa$+@7Mig2%JpOx~d1Bkmn)mU!D(Jc%n2K z>w?HlTn7sn#R4l><4Z8QN=3c$%I5Gzeg1Ah47 zhrNRhefJ_>)y!CT_NISMxA*!jCiQX^cM~4hEHa;~oE@=Ma4pl+`>=7i=pg||fOgT) zJVfJy)Xtt%vu;j$zI#YcYJ)}V`3FFnrXmyo7JEEryR!_&f^ghaGDtC0;Vv2wNF zB2S{f!P=GT1eonY10WEs#7n8$w#>L-lI;y}cdO5cxmPgu|223h-u$AKAUrN`l(u0x z4g~~Eza$pja>p?*1_RlO=LsURncn(}d+S%9xZL$}WJgqhZ|{>^lJQU&D==V-`4qg>^Pb zl8^LEm!=(4LR#SIRS1SJ-@SYH<*JVrPw!oMv{stKX=BTW_XvS0CSDHkgazzVyz_Qz z|KV+a54t^M7>bnX7RZ}9*{V;*qBz4z*GQG)14cLjYGx@J+;F$<3WtsG8T(j*A*?fH zbF(5cmvkeWr)<7^15F7j^_e3Xtf|-2agzO(RYmS%y!ymh!#DJ~0u3K# zIl>{=If<4=6r@yU*2Ks7Op4(X=;&p**uGnOe10YOzd`4j_P?U7I#d*GwGy@HrVYl=ThpRHcfLCX^@~=c@~^PQIs@;yd~L zeOU&elEy1lnNn8coj8G1OC<%ha2o>dL5gIS6@c7Tn(iI@ISIr~mZyda^hdC(QvZhR zZWW)7QuGQZY*iC#)RBDLhzS!W1X};ldWqa@myO=V?^k!|$8t7Di3ykafiHd(o2rb_ z--Z39sgpS-YfgRTzvsy=vOei_p!QWOn?6Hbxb7LhaSKoHuOV7qJ zitH*-4uJvq!$SaRJN(~NtbIgz>I^riM|n8!L!eOH;>Y&3_Hv@}-V*gv!XkvIbI}J6 z&#;0GpC(#$3?4;#iL4xobuY2w3wLc65`|t)jpjWg@uxW2Ji%#jMe5R;UW@OSiVWu{ z>rN|LW*KvRX?{IEh&Zf&m{OtVi7Ign{`05A!mZXYdmn84ol6CZ7|-@sKD1z^mp|v3 z4hP0qbK>&{@v9R%?P33XkwQ_mdQG=If9cA^YPQ=yr!Uo^|JH&wR03iYtFFi;;i_9t zECff}Z^5+xgtVq)*S7mq`~aD`Vauwt%Wr%jwz&O&q;XeKQrkJL@$B@0j6y;vM)Ms$ zw*7Ekuq49Jjuj*Jyi+cpySt>zPrP8mmT9nViYJx^Q}8J)`A26{gFzSKwML+ISH*=k zY1ZO>3X&SvOZ)AV%V+Hv583(3FFIf8{l_b7Y~OLpQ2)4jghHWxp{>Bw7()(4|LXOd z-^9L+Kl@lN@~ri<3vCl0jpJYc{ZlgazmA`)L8n3ObiWan<{QrYE!6?3-7q56&uXbo zm*Jmq_FyD5QTr{v%DqLuCK)yu{PUS2y|?1t=hJ%eH2(6l!>rRv_uqdqMNh_p{Pm~m zOL2z$%THu)A*=rK^I!cYBlD9~E0h$l}_>jN+CB=sK@XB1-%{0QuR@%6fJ2!X@!4+*Tm`r29>$j4B zTJ`(x?+Q0g)4?LM5_3E}E40t+vc6WoeCf4rb;W5jyR`NbL7m7My|}21ayRV3qPpAX z(=LCU^LO5D<(fNHo_@Z6?`2@%ZI^VAQ)UI#cxONSleasM;SH@ftEvkdGm7H-@7W;U z*lufagP!?+@&-+|DMt`kECLj}QWM2{PiL!_bm7YeG3sLDkby{wB+0$YSC4&3(r}F` z<2ac)@(LGeO6KxK@yTg@-exv|5uZh|^U+W$9|5_F5R|TtQ8YC>lp-*Rq1KewEH4Igmi^>TeBt|x;t^o*PYMj_TqCnKgQ^md20?;sOGv;EgndOMj1-dJ^RC{ZN&p3@B0$3ByN;J_mF!@G7X;#Oe-;KAY9@(2t*W3fe@K&k@tvYkLD*qx*b#!ridqUnZm<@{!}e$;uIHg9MI60H?r5^ zOdwd3Ow1u84;C1WhW1HQ6aIQMl$^)Q;A~e>xsd1lf|f}gNikAQ+SfCHvsfL8=3=;> z-oizT7DFHvHDKV2={2wX`Wwn5z zNGT-8U?pA$Iuh&fFb0nS!kd#`lvPx`8hIa(S7^x7U=xDx7L`I%XGhac@NHa#DQZ$&P-0@M;&Ve#9mPd8y)~#C; z#lge&!!LnoR28SHCiMFrnuQhTiQ|XDU>HGI`#R51sRF7NbA_;i{xBS( zMJ02RR^Xm0OK-l->V;Y=n1wuwYZHQM z!_^B(ZKaZ^T=@RmPv8D_mP6g)7|H53b&SL`fu_!fb2_BmbY;>u&XSpG^4?!go;^Tj1hwxYf^p!1%HehV9f$?*QUEQuD#}>`5UCDxB_(!f9M=4p)lyj0dVC@ zMB-}Y$X_#ebM`$3wzO<3F2}W~JQ-=s4kep)OjvAk(b2$>g9q!RO#^lqm^sGwTqHD} z4WTSP6Zn;W#SsvSDxJUtey^R}{o&1;!qd+S97$?*@8GR&n&sUXuDXF9^0?I^pG&@j zh78I5v9ID2+tl~A&lxxLVjq1Am(2}j_oyI*5b0kuDslr!%F47W|D1oZ|AStnc2g?O zT2wYY7yB*JqR&5nmTz8i7=?bGhttI#4|6_~{`ElqEt3ZQ#q zhWfpwbz#-sO^ePbtJsuUh3_N!I9-w&f!z=@DaxXfJ^<;{IIqzhen)S#VcmZ?VFDz+ zf9}@N@y-WUh6bRsDm6MdJsz)KY&;fzBNsfvoI~X~0E$&hB|96SD!ig4uNw8TIudYN zKTLGvLaA4sX26FsE9nk3aNhv~s#o8RZOz{;GKumDRy;yREc931AV0A!u#R846)9Z+ zQTRqOH~Y_@l^vfDF}?>t{7j|Q`$rLxRxNd(C4EqNdZPDN0;ama9Lanwy z;;?RjM@?N33sgud&3)_d|MsS6&ehV+y~6m<3zX7^?DoPS%wdMBZg2y_divnb?I?CG zY8iPU^C~#H)N}+lh$|$~Q!UDgE9vP&vt8e2uYB;GL}`MrBx(iEIk`bC9YsEijb2`| zzZH6jQ7Ta*h;t*9-b^*4N%u#G`@9L9Wfe{=h0<5Z2AX-U=pU9GbrZqP zIfZn?61feQxfc9?J`k7}487_G`&f(yV6pXViyJ}Kf1wvZ92g)dWK`7A<~Sat5No1j z1stB}QFdi@>|ayc5@Sx+C;K5ovdFlIe-`*h2_(RWjHE&oURLQ0XDB*nIXA#RWO_Dw zluS6a{E?Q>n?%qPs}mo}q!$=OLUR-dlUOB4Tmnbyi)n*wev}uhbl+Rz``Rj%rLEI<#GhUAI@kvZW0I?}%dr_cEdAui zz1YMHiwq5J>aVbLY<~KpFiWNzfp8-T-P2_>x3AZCTeeIL{j{B9<;l6c&NF81+CJpV zFjhbq8CTuj#SrRmo$CtNj5Ep%J;fYoD@kK;6PQ5?6X*K_C#`ItiI|3n(wwUle^0sn zz!pMFRt?swvy|>&fib{3e*sriM}qCffU65_Ge~YIt5_0bZ=30@D(C zp9~+DF7=F@A>2UOCBl+Q2F{H`sd$71B~0YRKKn&)3IrJV(``LJHJm0URVAr>ykdosjd3lV5R#x zyX`{(398)EyFUN_TzUJK(+jZXzpK^*JE59;!#o-^IZrj>Lj>h`=RXAU5<77v`|HpD z=F@HJJEsf{oEJ84-jmcP`|fO+TU6=;Od_RqPFtVu4u5;_jzXdKz4hSR)^|>ISKM=> zA7!x3@4GI1|C6|C|K;cZ4^wT&3MG-nm(n+`3CSjKYSy{-uystl2(&Y3y2oK`{tG z)MKiC!v?;9t{qtv~j>E!U^97VanS%92 z*aFkDV>lCrGtODC;T`1!Mfndp*!ssMZ~2f0b`h*li7rIkwoywTp((%P;Lf^M{^0&i z+;ytwBV7qts#AG<#y?H3p<_ED9#Mk8)KriLw9fj%w>9DHhIe72OCWCOeR?tSDTHqJK@ z*F@50Ndhz-A=q5>yp5s-4qYL`Z85?!$1^7_uFP= z8JWbglECEC%6dlnDF*45KJaJ`@kKWw#)BHf$VE&u1eZc(OgHEw)I+<+ zY0h&+&SIR;q$P2p1XK~%5NcNGp?E|cosn}Mm&%l21~OVozUhGs$|H!kYq?BWxP|a*{TS__go%KG7SS_xg)hxQe}9a z5K3plxbu0E`hocf6#!ymPUn#*BE|Nj+`sAJWN;Mu6695z`q$Kf?rujU78yb>nxK*+XE2)+$T#3bH!6YBBoA-Zy?a+$st=v$$6*lwUXv z1h#^~RjTA_DcdCz6<;oC*_zh@WRoveDM%8f5liNAclqslt*Ginor%&)t)!`1b%R9q45Bzu;Y-4Yg;kYD zf9E^XV;UhFm(x}n{4bLgr$IW2@k39FR1AVHW?{m(X{1hc_cIG&)^BJU3J~i&ml1RP zF-WMHcYpNa`IMt>gREF6GMNMn?+l($C;&~-tXKeJ1YQ+|Gb#-gO}o35Vlz&9Cn7L* z;z2swXCWV&iwwcyjA6{q;9L{m#45@YOI{vZh`eMc5T;p#Q7kQN&Rp6;+CD@yla!>9 z-Cgv1B0j#<*)VMQ0iXi{rxi4Gy}aAe9#oScX(e*lJb*ncyN#t66C`>$8GzggX*`6r zO0v1kqq|9;s-Us*FrPo4fDvI_?p`ra(}xN&Z~c{Lh*nSda7M~K;2PdY(6@jUb` z(R0W6p%}HS&&P`D7eudkeS6AY6zfcByye+zRWhaL$RfYmiNvrfFq#5@DjE7CN>20> z=B&8R?jFET5Y3f)n?Ys@MgJ@rH&BHDr}Fis(B$b#ae|7Lxo{22hV}u&*IBk_Pm;Hm zdQ9L@zBD^uU{=a2v4o*QISAb;m96Tw+;AF+7P5_jAFgpEi@%#dtyHR3P}Sks^#&Eo z1&Z_%Dq#-CLtmT(DN{#Inq?1{);!zU7ffR9=(IKo-8XsF!Iw?7D;mRPDxTn@ z)GE7`ZOv&N`8>-|tx8sdxI9puezmWd>M1WndvXAf*au%wGLXNBFv?1%R!Io|8`BrxRS7tyD3y zKbGNfa?c1(D>$sAlXGG=Q3{m)CUTv8R{Px1v(*AAVYn(#GPg^j&%|10$mMgv;$|dZ zGRc8=Qt0!VLpR^1mlT<$h6+4$^+G4ESudbH86twJ@ci7-&14s1bq~anPlf}yI!R?t z@hXB~=_-HRx5k^62rEi)jZOd*@LwAGQO>Sn4B$a#0Cvu70<)I+Qv)jk=nay-QEs3N z0vUmnM45rbv4G{0pV7UEammmS|GkzOET`H@_;oGdFp++YK}Iqbq;u9)r)L^oF&CA! z0@}+7EvEvf<~-2oW8q0GrYI!tO8q|fFxol;03`>m0K+2fEX`sDpBVd8zYr1Nal5o9 zt92pd$>6p=E{I*B;eeChgdbCalUev6?4|b^acf}k&o|xpt#xN^KWnPN$^hM`P2W09 zhXVTq)NRA2UY!fcFl2*ZCn|G-TRvG?v=@oSrz$1{`)6@ zMhNp!t46A|FL$=DN1}ROkTEGyTy{BpHB>Ljer&Zy8nzBQQ4w+R)It@8&$=?HUdNlUt{yUhuk{^svIS*KWZT%?1*HHizvuZkvV`#oJ zix&G}CYPP}miB3_4mu9CRMKQRv5w4I%YIAb&Dv%`%1M@EN)yVI%?ny|iXGOl{n411 z@z&}JU`8ri?PXBQRh6A+`7u;u)20$#>IyfPrUYgl82OD zI`xEK6940oT^zYha+byF#gspJa$L?uDxU)GtXQ?kSZ~rCaaH4xJ49NgU;A~&KI>*D zkGfxD4c|b!Xo5y_2EE*^!zPmM-2})Jf?QhFIgpo_hLC8X_d9^Y*MfIu#_Zf9F{XNGvsN)v|q zz1iUg!&Nd@W?m(GrC`T~7{i`nXROZ^Su9#!QtExatZB9{4w}{%KNa$#*QpDpHE2aH zZsBG=sHmzq9nIox?;$4j7o7&L9eXFV`R6vhJRejt0_6&so^QXl4Nzva%`MHlzY})&9%R0=PqGfi6 zvT*9QJ1V+M020qccFgR<=Gh2UqA}bx#qJJWN#g!`orrguBo+*Lp&aliYe|QW@w}s# z>n1+QEi3)rI{MB}gTFIB1i&ZLq@ePJ9qvrE8)*=kY0{c{+C4p1^?A1o*p5^UR0OduubVqqD{-2%g+scht0WQ(rK!c<;$y16+Co# z@$30tDJOA*-T6F#13DlJY?x>m80_`diQ}s%IsiEwHF`+uMs__rFRpVk$ZGPX>W-$rMU>rgnFQtixq1TH z^=QLB!qwBpvQsIZxz5gR8{>z@(|Kz_UK;27o5}3iOE?+kpi)*k)8cDZEy6Z3cW=E| zE<+|1pOIcaR+f|3qU}u zdK^I<7WdO6gVt63u)&dr<9+Md3#Q=)Mdh!szuTddG?4mu)q>e-)@V@8>c8B!4aJV! zHuR@T6{+bOJ^%S&S3)qT%#k%Tl6@`67zVr`E$w~!_SL9bs%A*x?BL?R0}3$Xz(oCj z$>Y4*#l+$ThPHAE=)u)WLx$u!FDgLl8Ov8(#>0Kdeu%9{%fF0Imik5+gI>ha<7*R{ zmqkJ>X&-rJ;>MkUk;thR@b6aGwaacOciKZpT3~1;aD$A`ExB_iFF$ZE^rQ#^Ow>{l z)7(?^c;YD32KZx&KRxoBn$_*Rv$z(h-BQO$1;|;xys>N#V@8Q=RU*`(OgMviN=>^uFzOerpD6I(k)X?I^CX z&O7!-+&{nmK*R0pO&Mpm>|Ok2@87TVTm8YB9xwHhSACv6>HUMf?QH^=-7M7T*PyxT zAIm@dXu^mOhEDr#ro$Zj&z8;kvLLExz~kmkV;bYTZk=<(_RiB58!KBYFT>oJ%Hx%D z!#vj%-lRyQBgG>8k*j$>l?x^b3y6JQ_+5 znJ$OJ4TQNKo4P6{jE_Bc+9Y?UVZ*cS0R|{#Px-&0SQb}MIa>Z4BC1SFq1g5N-HVHh z3y#=yGpdRV^vIuQRZe?l7O>R~j=3f8=Ti#iov=$Q!LMT<&=)-&8SIov02*#1Mvi0< z(1RsiF4L9dQL)cy&%ks{gX2g{{2M~BU>O<9Bcg1TzpMAAW{>-F;UsGNuuIYO zIdQH0mqXibKd2nu=UpFCgw0=>v#m@)T;ee9Us9w0|-bDumzB=>d1hO_Llq;>vtoC z*!}#a$=8opNCkHs;~RhGR_4Oy#dWl|MnglXN=JIs@I{`ab+r3hoe~Mr`j#xaijx<6 zW}$`9#yDX$S{`_}8K$PD+;z{a(TRPmGG9(7cgdXE%WxOGXgObLD!%R^9c^hHYmOW_ z5{H6G@6zt`PtH{rOrBS~wZL{^<&hIM^PY@VY*>24E2yBVv1Ji?@wzzBoL%|@6&rkG zbFI~pz~}v`AAGvLq1eBmzIp7egx#)h9wRv|2L;LfditQqd`Be)>huHtf;x|Jh$VT0N{8ER+JKn_yD-FwbOx5mN3_*+ zjd)1E-Blnkpt~+b)rj!+09Wl4dt2Am(nzc_`gHLf1Mc2)Of++GO-SS-)_0h&{!z0?C zN9*{Mu$zqW?q6aCwDY{SSm(@{GciYwWU7XS?E*cMcB~MWw1?aDWmszqb1B0QZPOdU zETIf)sd&n^_XbWL%TarU?Hz)M%Kwq)YhAR9-H3OqgVf(?Iso{{$HwKE={o{Jl=tkG zaD{Sr{5QY-Fwo=5r#=sU8anB`t(TXVtgqG{=c654_w@Map5^n(z;>G_e^)H-T3vaQ zr!(P}vH64_D)x4F=~4fVA|at7xVy60-RN5A6 zs4tVIzK-3uw9X7$^ZGv&itOEQNOjryv*Cl`7pUz2^)qbe|Fd758NsLAY}^#kF%?YC zM)tJ!PH0eMpi_+a+|7TvttOF*KMB(PU%vbA`~9Eti<>+u#nWC|)j_9Yhpp+e)&7;* zW4c0NI@==m&8v46*PaIZ8a@3cW2oZZ_pa3~Q>N~8Qq0k`{GWHH{wLn_|IxQfcn6@u zx8o0QyRQ+)n}GldgZJ@|czLA5)%*6gHV9Nl-i?OB0hnGDzK9+$;Vl2z?*5g-q-q_$_{%=9U zoX_5zFXvCpFTY#?6xyfUH};z^I0PP-Q0UDo2>??`s!b@akD0x0gxE)O`r?9ocOYJU zA<6#tCFp$p^-l0-C-TOm$48EKMpuAk-tg9bk&=4Cq&U&bA9L*3EYgemQ`^^#N*}bw z<_T%#F&sfl?Pb(!OQuz-nx-RNK5!;oEgmJS(#vrqDJ@HykM|+b^!PyTR}~FQ;?W|p zkO?_iUwve|i`HG|L$&QM3)3o&#ph&VZF>XUULH*Alk@JWZME*v=g#>CriY@*76(rr zK{UAz9fWpf9J^v(9paK$N=$4xG^B0Vroq0;7@M>cIbS4YIl!XBVE?DT_HyYU5|!<; zFv~c8{zFJmEB>Vrd_7>}3V+GGyFDW25Q&K}RnyC4!>(@h@&FWmN zj1XFVYW@)!8FlQ~RUp?ezb8pUag>=2jTc1TaIo|tvv$M;IvcVxOd8IJ{@9CpH6OaY4K1s%|vXs>MaKYU3y%KonwLIQzpqT-c z(NL7TKH==H zgH~U&-27U)xvccqhOaQW3Pa3WL1dkw-ZDT(i}e}nS&d{tU3NOpEQ^#`KB=sm@r%!o z96c)Unv83SE;ihON+hz5Zmc2S?Q764S6=$a?&|h{R}be}Svk?J=L7H;4^g0@ayxr} zqkrR3yKI)H$IY*&m%~73Az_Zgrh(y-6R=B}As6!D=t=EOhWCHytxcY3z}ZW4|AOVq zmuvgfm%-r;&Ck#84-@p3>+%&VJfV@C86#Hr7{Z@WnamP{`#+U_s;sK=*SNzO(L3l~15|JcP- zXh+`(2seu3sdGuoVa$Y!#_)7@fs})CdP1}X4-H@YnUo?tS;;kRSl6=I8MT)sH-C!u5^Q_BdN7zFS?zpiW=y3 z^J^ch{_El34B>)CCL|%9ZvdV!;!8^{vdy6Wie7FK8FhhAO7*&j1MXgd@rtWHeqLse z4nKZYJk!K(fmdfCsjTNoOvG^1o>R-p#qVMdoihAKX8j- z%Mi$3B_=JZOgehxh&JReI@Gw*hwhoO8sr%u=gF;OgvF9BcJ-wrY?0ICu#;?VcotSN zDmYV)cP4P8wPgGAy@t6Jf3s;&y~G@t>73kv_6FaGha}#2?w#U%aHO*05F(jk5AMy2|u{bSqY&qNTaennMt zJf0-LZKir4J7_>3yL=~T=u0#2*slEb%}WoCHn;vh)M%&uHeF5Cq+zdGE{$2gQ>jZK zspISO8_T7Vz%(bs1N7)WW}Uy@Ve*bOFOFX9v8rc=n7CWC*1&6BU$HKBg&G zM}twuJ@6|(YS*?r?7`8Es{s=t6A~s7)=pSFYFdxS;Fy*c(7XjU@4HZcX&C3W+Ikl` zQlO0}{kYnui^BAK8??Bveq`vkCJno=Bp!Buw8{fqr@*fzjdIWs*fBP~!&vX>g|5|x zmnG6Ei)cfU!$kc+c0%P=qf&Ut2O4z@zMAi!%mq-oyQptk_e&VZku>|j95nX>CLJqn zD>zZm_+axGQm2V3HQfG3n=cqO#>~zyPDpj7K9-mhn7n4e6>f_A^8!BM!QozobrG*R zDqGk$#g9ff4!I15^79GLnK_jOlik!cU=xsf4Lr0*(~TGU2NYCth@Nk5q5Of?Kx zm+-tTY1~J)tG_;VWrUA={!y}r53S6Oa>4+V$MLvhKk$?s6Idv=-i9mx$6v49^1{LE zOqh==bv85;}`e4x+8(|IAuCDwW4CJQJ@1y5X-ZpF|FOI z{Z*y06M581N5Q&r}p1G##2boTPWKD{9Pu_B=wmSZDf7XfEyQwj|k3Y`iWK?>M z2`Uu(@;wx|?$1`;?RYuK%dEg%h;RPX(xBqy7pGrZ+TXsJ&{*j_)4n~usmH2t<5|4b zFl#WWlvZj3heO*>)NMBn%QbcF_}Bg*WAr4{I&BAX*+2hj+fl#Q1+ennlWQYB99`3r1F75XbN*|Qif~stNA|n7k>Tc6s718dz*?#i94PDhr(u6E_Ps*j*nb%pV4D+C6 zPc}__aV?qCB~SL^_WbjA$xecmg63@gaS>ZPL%_4Ll!gTnciWz<8L-ZuPNhpTYh6`W zt7DCGA#+L{PFW0ZqS5hzMr*=^1fG?qDy2}zj)WYz*RpO^U~{QHp>M#Q$}s^gGgB^k zRBvzjX}158L&e>H{3508^%rtU>$CXlo7{0_hU7};+Q0*6)|bBf1xZ^LOS>R3b+@vL z0tgH?;nFxME`-UJ)PN&u((S{gW-Lf$hI>G3@vEl9v^&QpNs@?;D_oiM;OCKXbPDun z5~mvv5F$<0HW*jEVo5`kNrdAD%&lCmc|$}Cu2gN<-rp&7r!t9U+Q15M)h@tYqM(K1 zX|@^k4pUaXvmvnvaXEh&CU=hi3IFEvcViRxF1K$g^{Z26@Kv+6HnpL)b@;g*M( z>Xb#K{fr<{&bQ$LZR<`EA=Jr*P6IqqN>s>&Yd#dwiu@!Pzk71nZTszp>SU`QPM^v; zjiZ~$LUNb*qNUpNw|9n??f<@~$$>dnxJr*peXSgzO)k~aHe-1_sUp~B z_4Tj3Zrc*$x=bRr#2Y>}G?N$v2cN{!-TD_Cpke6$n?%>PuVe zfCjTjEd!NwBDu9cG;aTgaa+~w%|BXpEF%R}skySTK{g&LspZ%mFT(2lhm!Tntdp5~ zLtIMI{Z3!`bkjh!!W+d{((G&I_SIG8t}k$$f>QxL-h`Vt**BfAtO3(8G`^ zJ~UoxFTSurFj|VitB4LZAMJUEiYo}0K=Cb*fcm3q&Gt#61kB$ z8Z(-#P>2AEUR{hauLE_Jq2k~NRxvZ1AlT^DB z$YDg4|H)OY&z*NuHXJN9>Y@l9+@Pa)`pxqgmz_s@xuY$*w#Z5u(ARr2l zHQ&Ed|8CL#JM>}-$HP|FJYN$xQ_56HMQOLo5EKiEwj&49-AChCeI3b|59*?75O(#hs$CPCL?26fNh2h*=Ct{7%X~z-Tfx zNvYP-9MI9+aZv67PG(qyWg!|~BQ?i5V^Aj$3RLg6`MNu5}^KUO#gm>}Z zfPSDtU?O7HE;hn${ZP$nVoMGIBV0HxAiucsJ?sYiV_+NOJmeoIg zG=TM7PVsD`4<7uCYU=o*whqCDE_r$Y7zRN#{p)A{&eOoyQyQ*wDB=}(G{+ubZwo{x`Ni^iPZWw@R&3uq z#B6iIpv*yUDO_$Gt6QH?@~KOF*&B-Dk32^V_{R`Mf=ug_Nciwd&krI}GIm=%Zv;~xN&!4MP z@$t8PPc9ybc6SL@raRbT2kSL+F9{$= z?pO}eVFv6X6_hX)Y<)YebB_)t6IchhHVaxJ8VLL`cA?#f23snk^F=naK1WiBK?SO2 zVNjnlzE>0h0wQD%k1m71EOt2Gh%ZFgkhVwDC9%tc1EE^gL}r(RI6%}9>le35Di|H= zVd72NC%`a@l^o>6o}fMzWbCEKUehcaDvr)e>bjxgIA^njTdM25a^U}gY=^C5h{Qgn zU{c$d@4DpFT#|EPxM{oB7noYm3xPSUY*u}hk}j2&EG8WH^hEy8eH0p_#*@jYl^~|R zr>zEFp7UD^OWhRB%)cMR(bEa3qhP&`sb}C^EW=Q%)o>@jp zd_|BsaKG_7B`Yt!<;uDUk=(}k#jm}7-Y)anxEYxshoJ;b849@|dF?Yz``5=vu+GTE zziyhq@qRT-U#Hu^l~dFXC1+O&Jr!n+8az-L9p=4|Y41PDgO)cHJqFlzx!_rXekzl& zv6CXFz%QBR79&Bb*1vi<1kOc|E{Ln7mLbIWktz>?=AQy$ainI~1?g!Zu19f&$h>mp24cru#@!ZQLO#kO zx|RZ=0o=<-aA;IHp~G? zRx;DT4A#p-sz6ZA_P1)&+8a-NwE2WAwPbFcfU96AvJPeG2)~n(-fctF{*z0+3St*6 zxIt@+eC~DO}tqO|lE_My?r7-+=$4x;GM{>$(&7ww6&UWB?V0 zC|mCL3fL>v>Lpj%qCBx+L;__LvDu(n0Toj4k_Js$8;)p%s-deSWY12aksPWLBzv>g zxnZhKBF@RUbwODEDM_y{_S7E*P&7YfRnz1Ak$?ndXp91tvdZYR^vE;S5n)lL#cadf zX&r5K!m^#pmefa5F=4wRRe>Hn>H?n}(!*0Z)wXp5?!K6Y>><#0&7FzDAFR3*%f~w) z50qEaqo9_1Cbhfxe=aE=;CA*?_^xTv=>=Q&OU}CsI_k%Cs0C8|{<{;+=h@o=lT-@# z#&B^pEAFF2(wcJ0{cI{O&#U9o%gAN3SzYj2r318?R+VqV?p3L!N;@b-AVtwQDC(9DTju-v>txL2-?{M=9OV7tmrbY^v?ec7T z6@_PXQ!G2uQ}5A!k4@K(&F|9v0N* z7{OaFB>ejB{A)9)C-*2NR8*(Dx(kUHPEbS*q>GX2?P=X(d$QO;J>{@RZ%H8N2aQyi3rpWf$US>AY$*s7o>xHIe_6?5f8V>mEsQs2iE=oo$N)`F>tI5SCInfGM0?k%x zC6Vt=87y&Q7T@yc){aAb`hn5}g0iW)2F^}n+P=A#mIdcs+caLVLoEDV1V@QTEIV5l zur5SzX!RJc`J95_S5fo}3bYAkrgOg5SjK$)+)PVP+Ja|j%#+s!tO%`C3c*Hd(t04g ztHNl@&jqeG4w^b&`W?yct2ybVw|)*O9+1SNi{6#g_JE3N7Ew+gsZU6JtE%)?2gd zZt$lM#ua{akY3T~(u77=>wxft2^9e@clTEQNq`3TS^TTzjf0o`hD3jH;N$e-dT&8v)_-lRWE0Z4u9Z@&uIIUX`F6jFF84V8~jjn)abI5tp{E_ zl|DE`)br2`qV`O=wAi}XIXY~QvV|NiM5?cld@(TAC4+#sCHbMGPW{zL17;4e$z9KAgvXK8i$!3?4q@S zuRHQLxQ4tj>XwN>$jZ9DpSsrESR++1h@x81oNO{3t5JHvWDFwXDj}y)sfBMs$Wi>D zA23pVCpqB()>Hws=r8Kv2TgP%RYHWBGUaOD-zs`}|Y)Y9vS!uO8bvk5c8}z*<8xDFV`-hR?6rthwX0;N;@ZSGE2( znqQmfTG4)V*E;)&s`FcsZ2GoCq4r6%va#oQ`W0+p4sU1UR7^1F44veCChEC!=SG6~h#oQ~Mx}-d z)dm`}3-gwo*^E4hNjiENej|TkPSd%y&S?T5lK+Vv-==8qazw z?R$NaN3)OzRV4%qb(m#96TG+$tS;j=YWQWQv%i_3B@ zX;H#Ug_Km1Lbg=R4hR+oRw5wzueg2HQ24Ywwn_`G1FRcxdH@8!6a)+^a0s&X&H#{? zsg%7atS^l~zFW6GHsTm|Fg|@SILiQk_krf`yR7=q+obf|I?qxUltIR=?@*tyX@C>&g^KpVbhT{ zPfKxf-SSM&<(~OAp5J~+#*}t-lZz`H?Te?ue%qG5`ET{+(l7q&V;&24>njwGeVu>1 zFRWG4MTH{sOEmsOO9ggD6UO{6l~s01R+FRW3{$G$g|Y^|qnO}cU3sI?bA{)pA1OA( z9!jcs<0lq;!iQYzwOcJ4-Wat(a|vmNO3jW9()|G5Tr>ibKKHbb&v;X@xO%x;(v;7J z@M7`<#RN;E{fh4Ue|p3QREzdvnRnXX&5ZyPs*oNDK#vqJspS5(S!?gk`MKhGDjf$> zMhUs$u_^AWvNwu1RXksCaKg*At@|TFIz`L%-$vy)rB&U~F%4;VK9^9Qy0h1{`3dE@ z*Ar$0OdRs^h>!D;w){V?l_T;)m70C8IdR-|13s&$b>rxYbyJ52XSGJ@wts7`b#k4v zR)mI0^!CJFFO#a4ZVZC`I=g;rjk>R!UfiuMxi(M! zF>C6x(&e|G&(1sS9z3ZnZ*^5jlqzk)n3qR=uG?jAN?pF_d7b}T75%Q<6 zc9hV9v|0ekNF%lbE&)HG&@GRg1wN1X-T;bRRQFBS{?RMj`-Fn60 z(Q)2qU0D2iwbdCr@&;dYYWiLPdS=yeiL2uXVvi(ZllI(EAsR#4Ll&K#LozAh8mq*w z;trTXVHVt==2S%ZJIxeBkv&jk$rj8Bk%p7R&a}o>!P<%=mZaY_E_gx2sh_N4eI(kR zIX=ykO4h4{T}20B>jHj)&&2;ANiAh^{7-(EtclAd43&Eda38j%t5vRe*A7s|$o~e(%WZ#|Q5B zEa(k-;TP`va2g+sj*awb`Ftf#`Ls+T4Skr=Cd@)|!S|WX)TicbF4lHglJ$%<32zh%>Zvu&WHTCFC<7$*v<|WA=$K+jG zYX7pLuMG|39I6rd@OLQ;fu8*?lL56+Lzdi^1RpH+j=HG~vOjr6nA#sKs~6t=>x_lt zj2-tKV`}1giWDScp`=(Q$QKPg5_xv3+3+g6@M?xFLq6>%T_g2LzsN^RIRST+wvA7B zfX{`9i!Xw_*zY-xT>$!>2^M;aKCZ$x5VE{*G0DvGQLBZEr(4BtNWF|m)-=K@yj~?P zy|8%t467WUF+vA3-^k`QDw<0sLJ47TkK^I0SSkn9mv%!Ax1quE-=cr?@@gLy1@>z# zts-g1wvBveF)bC*q6^G)>XGy1s1Netkhyw&S<08P7o8#55868wbNHzC&y||I{Hixd z)^ISKr>IOAzJ{NdR5kQud(BmzDh<`+=I6(ag{5P0j|(i zh8whg^?Ge+HZ`w5HC5+gz!g>)kj?cBo{n*X z^P}U&_vuTEdnqDl^j(A@ht=yB02VO4$pf~{2eO@WEdQ zhX?r&Iy;_E(w_eC(vV`rumnwqzK^VKC0Qe3dICURlRd6gyXR3m1|6v`=XIzP`Lv06{JQf}JG~?4 za6c}PeJ_YIBv2NSB0hF0B zhx<)ic)b>i9t-u!acIY z$T({ORHL7W1DQFCtXABRo;daAuj2~6t2Vn$uuI4q{+SEdK*7Re@N1}-67 zjO093&pl*lZ1r3Cqwb!VTf_!C}_t-Xr$>W1J?@HF9GB%GnL!Q1K6 zBHT5<<%LDqghhCIM7apCPfVvsO4hiz-8Vh5p0~yw07sHWy%ncBTO>E2J=u*HTPkUb zMgGOWmAXkFo-kP3;!`-$4g9%=7;7XnM00?fx+>m%OF{wx z5*bryqcS!#UKy`SC|;fMX&O)IQJYSNr7!TS#G?kdlz}ulx3{Bz*sGH}LiZ)_ULgz} zhSN{)Sw_4Z(vu;Hnc~~)Ow*pB8>0OI)-;>#PqtbJT}yDwU%zSNW%(_L3LM7@ZLaZ( z2|8NXD7Rs&FFw#FE-^-fL#h!HdO9{X?Z?w&n&{a^IlO#I)he_I@c^%hJAr|%l&}*f z*cE%9lKIax`k$Fbw15GBfZpmVaBC)q=mx;$_yIaE`g<52wpJH8&@8*;ARaX3(}P}_ z^!`B^&bmq)D8X@vRq+9+d!lV^lz{{1o%jf+ciTwTSl7X%Us^2+6EOC zNBKlw33-KG-GkK9Q4>x;AR&v#7fl*Y=#2^A9I7DyrbsRpB_qjj1S%s&HIY*Mz1)oS zK2TSjm|E5T6rMt3P$a<}z6sBI1+{myxYQb9E z{h#LLkrhKlWyy+{*UA??}SU;*zyP&r{h1@)F zIrx$)t`?UVZi%Nmvyn2| zg6^3Q6ayBDRM`#b&bF?B0=EkTMrFGbio+=gzuc8ZMXHCB{Iwm)1}PYo!Zm#YM{8j= zC{3+?`ThGSz+OYDBpt@@08Ydn8P+8LI{2DbsSToPOY!nj%woefBvdQDnKR&TDwjOCfB3~IKBKzZ@YX>A=!7N^FD;4^*!6qyvRGH zRrCD6<0CH3qvV-FGk`e)qFw+w>DC%T9@LoErgsZ~#xYz=)Nt7gosLwY(bVX)+pvLI zVH(i@O}T+%qzBN63jrbk9TPg!6}f1*eq@(l8~7&U)l9edk(R>k$7F+;q*VGbgAgQ4 zZbDpLgduUKnFGac>`M2{ieMfJLkb*%CyG2U#G5HmGVAQb7hw>VKP-nBPC6q??Om%0ybu(!8|A@0Sr{vfz!)KFcZFac+k@v*XNHwxhHL%(41zF!EG z=%8OnrZy$K#orZYG1h3u57HqyP{vy4L8#%>2+y9vN#fS$@u?EdMlpLGg4$)^_0%}3 z22mS~EaQ!k<-c=3Ch}83VgoKiob8n~u}x%xuC&T8~1A)F)*1 z9&?+#=_;DBd=!iuTajL-a2ik_&G0=RT>$n|jii{;Dp9BcHQq=q2kRCo=&ve|Y!vUy zKo8(^(6s?#fB9qQFa$mPOq2pCC>)XIkH6ee5k|Yd4I0X)cHDK;BfP?F{5fxciSu>2 zxtU$iK3p%2DJAN#0f}GPi($EOa`QnxZB4zcyy9a2leenC^ZjaTX3KHmfsw`OyQNNm#EMM!e+!$8Vh178AF7o%34vo`e=XQZ;)~rHN zM}t!lY8+<-HybDD?@jer8j_;hG_Nc*>XMhN|OX6McO6$1@g~VZusM zIi!h=WeKuBrmLcHo*i&9`tG}p#_U#qNK3uS{lSLvLEUQg!_GGwEXqw;j~lz^R6by2 zUB$`@XUq)P`lcSlss@B3*B^){*g0h0RkrGw_OUl!N}M7eVOB%r;20`KN>f7%U*Gzn zJ@?w5vroL^%nSBOEq&9MD+=6IQJ^HT^xpD4k`lQ(TQDJ^!Aa5U6y9=5Mr7{7UpA?#pX@00_GH)Tf;7nxq*&oE(+6poHu)I zmb-NlPAMM~V>Bp?=aZJg?SZXOT_NK)jDGQYP;xKu8jq}m4M3y~PooFtLzE-R02Hc; zwX|`Eh{gr;KKW#OBFRQRvajiY`Co1Mt@mxY)i2)L+IG#Pg6)x4sa6XA*E|n*;=w5U z@k8a$LJjDZ&*UIjhVQ9HJyHW&1o<@7Wd|@7@Mb=8_*QKwx05i)iVtp7i8!NN47m*+mP4(l;ag48eQNL;9l-y4NE)7dNnEaX$ZbaXP5x}-^` z%uh0F>J|w0F^AezUEZw{25i-N-*lxlWXbYN02BB=&_a}36AJd__-Raz@{IGKld;bg z4acNmLO}`=K1YBEx06KhJfaN9h>EgldwdIZ8r}Rk!BgmFv8y0_zUEnD1Ps%!@AzSr zB?ZSoY4=$vLEW$egikx)nuoJyRcEpjyvx0IieG?NNe4rMRMdpzze5&@Zyct0LkcFc z$dKflgkq?El2cNq5t~CC6Fh<~Bu_{8r`wi1f}w~aM3(EL94o;3f`p3piTJ*xSf=`n zNvaW8LBqvdnChN9c|w<0X&;4D>paN8d+opgDPP3g%I{NA^3PZZD;a&GBru1NH}Z`%_iB7vmX~639!g?Q!wN2OVCS5Xmlbj7%9&M zo_j9$F@r!kJ7j&s5PFl>Di1(0(C>^h%727Rm#El&63|7E$>?3bOxWb=jiKkj@1@O_ zsxZ`l`s~A1A$>4BO;O8i?ev0a+y1Qs^i9j9B3sh@YU)`4k;%eMoyNI>Sz^>!5Tpih zfGa^qTZSe`Sf}-d|kWGsV`m`O+{Y)#<2Mhl$~mK^~w4b>|KLw(_Lm>Se+ zv1RSTSLYkqki`}O&Z8z|4QO461s>7V7m}RZC_{r2LzP+)8mCRUCgzOt1u$4;@Qx|R zK_pJupy9AbgHe3|1H0Lf8?F`@+$`M-wcqHDN^~k~Vp;lR;a!zY&LuJ(4-bkIi%1eh z*I}X9qUTgu6CUL!66h>4WH>*9n8bN-+J_^bg%|AInMN~n3GWq<9{@jiXvywA8vL#@ zp_G(aNCwZu{@~=waJ3wVf`G#3VDt?=w!_#&srXrAh<`|PCRA^A_ zn-4*jISsTydz=G_MD7Szg4C|7?@RddkaELGg8r_S|oYp(fiCIOawnzSNR14@Ha- zm`&yb@;Y9zRtXzLY{tir)t3rcB7;$Vf;8V`Ji%Xyp=-n;esWpT5mfh$As7o(gi7TI z=(bx9N&jM~gU0%Jx5C<^=-6Lwg+aC`Ml>X$D-pFRU; M<=PcjmO20WKm3zw8UO$Q diff --git a/benchmarks/decoders/benchmark_readme_data.json b/benchmarks/decoders/benchmark_readme_data.json index 7269802f..26b187d1 100644 --- a/benchmarks/decoders/benchmark_readme_data.json +++ b/benchmarks/decoders/benchmark_readme_data.json @@ -3,384 +3,576 @@ { "decoder": "torchcodec", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 2.1743115488659117, - "fps_p25": 2.1743115488659117, - "fps_p75": 2.1743115488659117, + "fps_median": 2.185287811535107, + "fps_p25": 2.185287811535107, + "fps_p75": 2.185287811535107, "frame_count": 500, "iqr": 0.0, - "median": 229.95784585736692, + "median": 228.80281368922442, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "uniform 10 seek()+next()", - "fps_median": 1.4197235571038909, - "fps_p25": 1.4299150228184128, - "fps_p75": 1.418538963182993, + "fps_median": 1.487621824405483, + "fps_p25": 1.4946740687348836, + "fps_p75": 1.4771120221232172, "frame_count": 10, - "iqr": 0.056084178388118744, - "median": 7.043624760583043, + "iqr": 0.07954542245715857, + "median": 6.722138540819287, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "random 10 seek()+next()", - "fps_median": 1.7206641646083398, - "fps_p25": 1.7417559798368405, - "fps_p75": 1.7134928198772545, + "fps_median": 1.7566893241016517, + "fps_p25": 1.7720402326671933, + "fps_p75": 1.7384815770237596, "frame_count": 10, - "iqr": 0.09470024821348488, - "median": 5.811709342058748, + "iqr": 0.10893335612490773, + "median": 5.6925261984579265, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "100 next()", - "fps_median": 110.86217475983852, - "fps_p25": 128.7595368347069, - "fps_p75": 108.57353226978415, + "fps_median": 124.61926655596507, + "fps_p25": 129.67421062643098, + "fps_p75": 119.14695479258806, "frame_count": 100, - "iqr": 0.1443932841066271, - "median": 0.9020209121517837, + "iqr": 0.06813631113618612, + "median": 0.8024441385641694, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 7.372989435697209, - "fps_p25": 7.372989435697209, - "fps_p75": 7.372989435697209, + "fps_median": 7.318914173236622, + "fps_p25": 7.318914173236622, + "fps_p75": 7.318914173236622, "frame_count": 500, "iqr": 0.0, - "median": 67.8150978460908, + "median": 68.31614474020898, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "uniform 10 seek()+next()", - "fps_median": 1.2310264801210358, - "fps_p25": 1.2323052993790233, - "fps_p75": 1.2217488626929376, + "fps_median": 1.2141330103482226, + "fps_p25": 1.2325662930218284, + "fps_p75": 1.1974735557608616, "frame_count": 10, - "iqr": 0.07011599279940128, - "median": 8.123302107211202, + "iqr": 0.23776122322306037, + "median": 8.236329887062311, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "random 10 seek()+next()", - "fps_median": 1.5450999514041033, - "fps_p25": 1.5466979702262287, - "fps_p75": 1.5413175350595594, + "fps_median": 1.5456837552485623, + "fps_p25": 1.5466850326811599, + "fps_p75": 1.5443254981338352, "frame_count": 10, - "iqr": 0.02256938721984625, - "median": 6.472073208540678, + "iqr": 0.009878377430140972, + "median": 6.46962871029973, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "100 next()", - "fps_median": 124.30621009600625, - "fps_p25": 175.020342530923, - "fps_p75": 122.92145945236358, + "fps_median": 124.89489937129994, + "fps_p25": 132.91418755681087, + "fps_p75": 123.67834232204613, "frame_count": 100, - "iqr": 0.2421654462814331, - "median": 0.8044650377705693, + "iqr": 0.05618386995047331, + "median": 0.8006732100620866, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 1.962498268414507, - "fps_p25": 1.962498268414507, - "fps_p75": 1.962498268414507, + "fps_median": 1.9562443538056336, + "fps_p25": 1.9562443538056336, + "fps_p75": 1.9562443538056336, "frame_count": 500, "iqr": 0.0, - "median": 254.7772948630154, + "median": 255.5917920107022, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "uniform 10 seek()+next()", - "fps_median": 0.21549066350606524, - "fps_p25": 0.21549066350606524, - "fps_p75": 0.21549066350606524, + "fps_median": 0.19707861605359275, + "fps_p25": 0.19707861605359275, + "fps_p75": 0.19707861605359275, "frame_count": 10, "iqr": 0.0, - "median": 46.40572281554341, + "median": 50.741172229871154, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "random 10 seek()+next()", - "fps_median": 0.14958701949104536, - "fps_p25": 0.14958701949104536, - "fps_p75": 0.14958701949104536, + "fps_median": 0.1485655937554368, + "fps_p25": 0.1485655937554368, + "fps_p75": 0.1485655937554368, "frame_count": 10, "iqr": 0.0, - "median": 66.85072029661387, + "median": 67.31033577304333, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "100 next()", - "fps_median": 91.66328273271024, - "fps_p25": 92.88764930899312, - "fps_p75": 70.55172438906548, + "fps_median": 67.57006767783298, + "fps_p25": 67.79578885620272, + "fps_p75": 66.37509364538417, "frame_count": 100, - "iqr": 0.3408304089680314, - "median": 1.0909493640065193, + "iqr": 0.03157134260982275, + "median": 1.47994523961097, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 0.23053130741893438, - "fps_p25": 0.23053130741893438, - "fps_p75": 0.23053130741893438, + "fps_median": 0.2338984310881488, + "fps_p25": 0.2338984310881488, + "fps_p75": 0.2338984310881488, "frame_count": 500, "iqr": 0.0, - "median": 2168.9028080310673, + "median": 2137.680007830262, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "uniform 10 seek()+next()", - "fps_median": 1.4976354877500007, - "fps_p25": 1.4994125488709173, - "fps_p75": 1.4899736083055237, + "fps_median": 1.4894370909070271, + "fps_p25": 1.4979668517624964, + "fps_p75": 1.4485405333999959, "frame_count": 10, - "iqr": 0.04224969074130058, - "median": 6.677192201837897, + "iqr": 0.22778514958918095, + "median": 6.713945866562426, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "random 10 seek()+next()", - "fps_median": 1.1657519746939773, - "fps_p25": 1.171936101561095, - "fps_p75": 1.1544982783997169, + "fps_median": 1.1414957444735077, + "fps_p25": 1.149750586746934, + "fps_p75": 1.1294024365512476, "frame_count": 10, - "iqr": 0.12888282490894198, - "median": 8.578154030255973, + "iqr": 0.15670129097998142, + "median": 8.760435637552291, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "100 next()", - "fps_median": 246.353856352369, - "fps_p25": 249.17051134616946, - "fps_p75": 239.5810914306213, + "fps_median": 245.4526089592487, + "fps_p25": 250.60379774748577, + "fps_p75": 238.8595978488035, "frame_count": 100, - "iqr": 0.016063610091805458, - "median": 0.4059201730415225, + "iqr": 0.019619732862338424, + "median": 0.4074106216430664, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 77.9962515152657, - "fps_p25": 82.87312977603095, - "fps_p75": 77.73715330753502, + "fps_median": 16.148019060678696, + "fps_p25": 16.148019060678696, + "fps_p75": 16.148019060678696, "frame_count": 500, - "iqr": 0.39861226361244917, - "median": 6.410564485937357, + "iqr": 0.0, + "median": 30.96355027332902, + "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec", + "description": "uniform 10 seek()+next()", + "fps_median": 14.673409614471637, + "fps_p25": 15.041438382121239, + "fps_p75": 14.377383339744545, + "frame_count": 10, + "iqr": 0.030706821009516716, + "median": 0.681504862383008, + "type": "10 x uniform seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec", + "description": "random 10 seek()+next()", + "fps_median": 16.16320155619752, + "fps_p25": 16.648043466566957, + "fps_p75": 15.76324096816119, + "frame_count": 10, + "iqr": 0.03371612261980772, + "median": 0.6186893088743091, + "type": "10 x random seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec", + "description": "100 next()", + "fps_median": 389.19346204012305, + "fps_p25": 395.79120044408205, + "fps_p75": 377.4039559370892, + "frame_count": 100, + "iqr": 0.012309603625908494, + "median": 0.2569416235201061, + "type": "100 next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec[cuda]", + "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", + "fps_median": 49.67220827704095, + "fps_p25": 49.67716314210458, + "fps_p75": 48.471847983087486, + "frame_count": 500, + "iqr": 0.25027891201898456, + "median": 10.065990970470011, + "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec[cuda]", + "description": "uniform 10 seek()+next()", + "fps_median": 9.441689758760884, + "fps_p25": 9.45141849411332, + "fps_p75": 9.367661415497814, + "frame_count": 10, + "iqr": 0.009460048051550984, + "median": 1.0591324493288994, + "type": "10 x uniform seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec[cuda]", + "description": "random 10 seek()+next()", + "fps_median": 9.39106161945713, + "fps_p25": 9.399252169582105, + "fps_p75": 9.377012983289656, + "frame_count": 10, + "iqr": 0.0025232546031475067, + "median": 1.0648423368111253, + "type": "10 x random seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec[cuda]", + "description": "100 next()", + "fps_median": 177.4469022603485, + "fps_p25": 316.77718670482557, + "fps_p75": 176.54354870856375, + "frame_count": 100, + "iqr": 0.2507531810551882, + "median": 0.5635488629341125, + "type": "100 next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchvision[video_reader]", + "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", + "fps_median": 2.9420191806222524, + "fps_p25": 2.9420191806222524, + "fps_p75": 2.9420191806222524, + "frame_count": 500, + "iqr": 0.0, + "median": 169.95130531210452, + "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchvision[video_reader]", + "description": "uniform 10 seek()+next()", + "fps_median": 0.3212337504315466, + "fps_p25": 0.3212337504315466, + "fps_p75": 0.3212337504315466, + "frame_count": 10, + "iqr": 0.0, + "median": 31.129979295656085, + "type": "10 x uniform seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchvision[video_reader]", + "description": "random 10 seek()+next()", + "fps_median": 0.38320560646528706, + "fps_p25": 0.3842953212160512, + "fps_p75": 0.38212205426951185, + "frame_count": 10, + "iqr": 0.14799460163339972, + "median": 26.09565160656348, + "type": "10 x random seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchvision[video_reader]", + "description": "100 next()", + "fps_median": 67.50330886922704, + "fps_p25": 68.89084855269626, + "fps_p75": 66.45123463104065, + "frame_count": 100, + "iqr": 0.05329132452607155, + "median": 1.4814088623970747, + "type": "100 next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchaudio", + "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", + "fps_median": 0.3990116243502749, + "fps_p25": 0.3990116243502749, + "fps_p75": 0.3990116243502749, + "frame_count": 500, + "iqr": 0.0, + "median": 1253.096324735321, + "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchaudio", + "description": "uniform 10 seek()+next()", + "fps_median": 3.030252715089431, + "fps_p25": 3.0526322316668693, + "fps_p75": 2.953346399216992, + "frame_count": 10, + "iqr": 0.11012816615402699, + "median": 3.300054794177413, + "type": "10 x uniform seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchaudio", + "description": "random 10 seek()+next()", + "fps_median": 3.6392153967153975, + "fps_p25": 3.6854168186487217, + "fps_p75": 3.599719275410032, + "frame_count": 10, + "iqr": 0.06459711538627744, + "median": 2.74784504622221, + "type": "10 x random seek()+next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchaudio", + "description": "100 next()", + "fps_median": 252.94770217259642, + "fps_p25": 259.378165637991, + "fps_p75": 245.72053777505408, + "frame_count": 100, + "iqr": 0.021428925916552544, + "median": 0.3953386377543211, + "type": "100 next()", + "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_10s_60fps_600gop_libx264_yuv420p.mp4" + }, + { + "decoder": "torchcodec", + "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", + "fps_median": 76.91304610165066, + "fps_p25": 77.85871253761688, + "fps_p75": 75.70820390469302, + "frame_count": 500, + "iqr": 0.18241520412266254, + "median": 6.5008477149531245, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "uniform 10 seek()+next()", - "fps_median": 31.48413804512292, - "fps_p25": 32.25486550195806, - "fps_p75": 30.361247196570773, + "fps_median": 29.726490506580905, + "fps_p25": 30.606242550636814, + "fps_p75": 28.990909515543702, "frame_count": 10, - "iqr": 0.019336488097906113, - "median": 0.3176202564500272, + "iqr": 0.01820498052984476, + "median": 0.3364002890884876, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "random 10 seek()+next()", - "fps_median": 30.247269728247023, - "fps_p25": 31.424954708064178, - "fps_p75": 29.112848192603753, + "fps_median": 23.597059888338084, + "fps_p25": 24.064691272988345, + "fps_p75": 22.761615473310332, "frame_count": 10, - "iqr": 0.025272516068071127, - "median": 0.3306083520874381, + "iqr": 0.023789554135873914, + "median": 0.42378160869702697, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec", "description": "100 next()", - "fps_median": 616.6502704404603, - "fps_p25": 629.9302485611195, - "fps_p75": 604.7070901928084, + "fps_median": 573.5874430258399, + "fps_p25": 583.9631969586693, + "fps_p75": 562.2277430367112, "frame_count": 100, - "iqr": 0.006621584761887789, - "median": 0.1621664739213884, + "iqr": 0.006620197789743543, + "median": 0.17434133403003216, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 14.668088342064335, - "fps_p25": 14.668088342064335, - "fps_p75": 14.668088342064335, + "fps_median": 14.88544406237577, + "fps_p25": 14.88544406237577, + "fps_p75": 14.88544406237577, "frame_count": 500, "iqr": 0.0, - "median": 34.08760489709675, + "median": 33.58986120298505, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "uniform 10 seek()+next()", - "fps_median": 3.3783752118675854, - "fps_p25": 3.3819478268521985, - "fps_p75": 3.366496472046222, + "fps_median": 3.3859102553356832, + "fps_p25": 3.392143926670231, + "fps_p75": 3.3828535510681297, "frame_count": 10, - "iqr": 0.013571301475167274, - "median": 2.960002774372697, + "iqr": 0.008096098899841309, + "median": 2.9534155502915382, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "random 10 seek()+next()", - "fps_median": 4.2479605640225895, - "fps_p25": 4.255711626335866, - "fps_p75": 4.215874977198029, + "fps_median": 3.7600089196810127, + "fps_p25": 3.7659781513743416, + "fps_p75": 3.74713269916233, "frame_count": 10, - "iqr": 0.02220357395708561, - "median": 2.354070818051696, + "iqr": 0.01335456338711083, + "median": 2.6595681589096785, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchcodec[cuda]", "description": "100 next()", - "fps_median": 109.70223507344751, - "fps_p25": 110.20567249824958, - "fps_p75": 108.71415524502414, + "fps_median": 109.04967149763928, + "fps_p25": 109.57199422467362, + "fps_p75": 107.818128612012, "frame_count": 100, - "iqr": 0.012449108064174652, - "median": 0.9115584557875991, + "iqr": 0.014845846220850945, + "median": 0.9170133080333471, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 46.15328022790921, - "fps_p25": 46.290790395468754, - "fps_p75": 46.06453008771282, + "fps_median": 43.23868165376152, + "fps_p25": 43.38950140330655, + "fps_p75": 42.58949487104254, "frame_count": 500, - "iqr": 0.053053878247737885, - "median": 10.833466170355678, + "iqr": 0.2164593692868948, + "median": 11.563719819299877, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "uniform 10 seek()+next()", - "fps_median": 4.999047713150926, - "fps_p25": 5.067322573561908, - "fps_p75": 4.931835999191345, + "fps_median": 4.960028025039232, + "fps_p25": 5.093364251365753, + "fps_p75": 4.8491085082202074, "frame_count": 10, - "iqr": 0.05421370454132557, - "median": 2.000380987301469, + "iqr": 0.09889586782082915, + "median": 2.0161176407709718, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "random 10 seek()+next()", - "fps_median": 3.14103808091942, - "fps_p25": 3.161504271012246, - "fps_p75": 3.121023210766595, + "fps_median": 2.612608064723561, + "fps_p25": 2.64420358814648, + "fps_p75": 2.5411955478808883, "frame_count": 10, - "iqr": 0.04102618247270584, - "median": 3.1836608606390655, + "iqr": 0.15329858590848744, + "median": 3.8275928697548807, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchvision[video_reader]", "description": "100 next()", - "fps_median": 200.40285788502993, - "fps_p25": 202.4248314443549, - "fps_p75": 196.41718398457368, + "fps_median": 175.7821361078175, + "fps_p25": 179.39110401504206, + "fps_p75": 170.3600162221097, "frame_count": 100, - "iqr": 0.015109885483980179, - "median": 0.4989948798902333, + "iqr": 0.029550952836871147, + "median": 0.5688860211521387, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "concurrent[threads=10,batch_size=50] 10 decode_and_transform()", - "fps_median": 10.024318990916512, - "fps_p25": 10.024318990916512, - "fps_p75": 10.024318990916512, + "fps_median": 9.577945247223786, + "fps_p25": 9.577945247223786, + "fps_p75": 9.577945247223786, "frame_count": 500, "iqr": 0.0, - "median": 49.87870003469288, + "median": 52.203263549134135, "type": "concurrent[threads=10 batch_size=50] 10 x decode_and_transform()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "uniform 10 seek()+next()", - "fps_median": 35.769066009258374, - "fps_p25": 36.774760546622694, - "fps_p75": 34.801270494753894, + "fps_median": 33.80941691704928, + "fps_p25": 35.12371582832645, + "fps_p75": 32.88568736547048, "frame_count": 10, - "iqr": 0.015420199371874332, - "median": 0.2795711802318692, + "iqr": 0.019375736825168133, + "median": 0.2957755830138922, "type": "10 x uniform seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "random 10 seek()+next()", - "fps_median": 28.915163916539186, - "fps_p25": 29.427930394196714, - "fps_p75": 28.119357363602, + "fps_median": 23.720035259186883, + "fps_p25": 24.603749055828953, + "fps_p75": 22.6657410234739, "frame_count": 10, - "iqr": 0.01581367664039135, - "median": 0.3458392983302474, + "iqr": 0.03475236473605037, + "median": 0.4215845335274935, "type": "10 x random seek()+next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }, { "decoder": "torchaudio", "description": "100 next()", - "fps_median": 815.6591709670496, - "fps_p25": 863.3320758405556, - "fps_p75": 792.7637904590958, + "fps_median": 772.4086105249893, + "fps_p25": 786.9980237348831, + "fps_p75": 753.8275240724674, "frame_count": 100, - "iqr": 0.010310693643987179, - "median": 0.12260022759437561, + "iqr": 0.005591217428445816, + "median": 0.12946515437215567, "type": "100 next()", "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4" }