From c1876d01f1d0f75bec80a7ddd8233509e8d125e5 Mon Sep 17 00:00:00 2001 From: York You <573861119@qq.com> Date: Wed, 31 Aug 2022 21:31:21 +0800 Subject: [PATCH] [OSPP] The proposal for pedestrian tracking and Re-ID example. Signed-off-by: York You <573861119@qq.com> --- .../images/pedestrian_tracking_framework.png | Bin 0 -> 180868 bytes .../test-reports/pedestrian_tracking.md | 127 ++++++++++++++++++ 2 files changed, 127 insertions(+) create mode 100644 docs/proposals/test-reports/images/pedestrian_tracking_framework.png create mode 100644 docs/proposals/test-reports/pedestrian_tracking.md diff --git a/docs/proposals/test-reports/images/pedestrian_tracking_framework.png b/docs/proposals/test-reports/images/pedestrian_tracking_framework.png new file mode 100644 index 0000000000000000000000000000000000000000..803094463e5d86981fd652814db1bce129389542 GIT binary patch literal 180868 zcma(3Wn2|)_dX8OQX&mXcZ1U1NOyNPNOyNhNJ@8icPJp;-Q6wS|H1El-Iv_Y^Wvw& zXOG)+@0nS7tYfW{5E&`qx3C{zK|ny>ii!xzfq=jQ=it52P{2E2iu72(3#gr(Fh5Ay zF!mns4}U`yQ6ou75K7=28Uzv)83g=g3Gf#L^aBXwpK}lpF;J}kp38xf|7Q&t2uP4A z2*iKZr~$7pf8v23;M4zk1Epm7@Pdd6@+mlj9;Uu=N1a0H*`W>aPvSozxmXrT@+OB4CHE)Hl8bGh1vT{z z#t+UQBovWF6@<}5f)IkB0Lv7KTPE;FH*-CHHqvFOPiP*9YaNJNxp$B7cpP$fiacB# z9-cso-iA=ZU_Ho_TA8Y&wn*NrB0RjHQo43OL z=d0*@G4YkTQkhZNs;-$}5WFD&PX{(J2pJ32YF*b7Z3-Fd%_l#t87)Cr3o0G7s&O1i zd=RjIj|?;)=gRssye9b0q-F|=gCz7JjPj|j?{6S@y-h4NG|~w9)(j^c0&VX=JWS7? zlnKr}!Wef8GJ1t!cb2SwP$UFDB#N`1LSflAX=GtTIR5+1AYfVo_=?6KiNj_d#Q|z74(Q=c+Z~w0{ zt&u>H_8&td;K}^;*Fev}`ndZ?kHp7U7M`trz-BaSi1Q#p+h1ZK4K$YmxPg%a6ze~?res1%%^?U z8T|g~j%)=}OCW!S2`%so1Hnq?`c`>W8Y$T(=)V_2Jf#I&?=GF-UoTz%F=-?as5?NX zEy0R^%*D_m4krQ!#wHGOr8fM#Xa8TdtQG@;obxhzoR3MgFS`VC4(Sjt{`T=xcQA{aV45oQJY!6w$;jT?k#mwj zfBaQepH>$645ZQ2)vafAtLF zVOHy0RQSgy{a?Ertz0e5vw`~_gqkFg?H~mBf8990jE@5! zFC19KOie~G+uzZVGuV4&&YXLPyn%z@R`rb6w8R>@WSb8IUGQ)J0r9~m!B2sF7ZN0& zeGssvmXz(QV}tlnz&rbgvTMmiHPrZ9^eYVk22B~rSNEYM%{yzr;b8FH-F~S*H~8WB zGJnDf)w^|@CI3U{zmeQq8|4(kZO9lK(upKz5<^{15)Hvu^6{=e;P>BR#@7L?1#^+G zuHCiTQ{|MFYH1V#>*TL+yq_4DCwPPEol zDz@E1{wGFRk)=(W{#N3olqB%yz)(CtWSm4GsnZ$)h=8;+#l{C zE?-H{&%447{#;I8?lU803d=BqpfBo^ApZ91kJV5Tsw)iAMQGhFv}>}ZOsZF!?S+6B z#0Y`M!{P9kV~3EjjVC2#+d;VK1$`;^v%8?27o7AAwySI?87*co3x zI~+7AU%HSpYvdXX!aKizzyW{~Zm2+Q;7Z*>PI7P4l1@q=(I74y=|GpO%%u6n+Cxbw zaZ$!r+x=rQ+-~)m{ua^*VaIi+yY}F9k9+#y^*|a4LCzT&U@#AR76QtDEd;#trl@s0 zZrI^J*<~9Vyh+rN4B_Z+Ap+;qFu_N`^&iIJ9}k4K*$rCB)c87Vz?xBz7j`LD?Z)@a zSh?Xo|7!!lBY3|<`G|>NAakdF`ICR`2pmw*c}EP`w^vdR^NyS~*V-a)(CrND zsBj(n44Ww&Tud-qT?Q@k+7YxQ@rC?lpUHKvx6ew|YQ@gYB=K8>k%A>fiV!p4z7rlc zNa2!T`oFSu(03&G7S(ZkffsylfAUK?7X%{?2m`6={2K}k)8F^8__<>NuoN5AMF$27 zF{{yM{5lcy&ARHafWKGqc8mbgDiG&=)7PDS3~07v<01jgaF{M^PE3tTgWNUeF>(Eh z?+AZ|#SU#~5js1-HthLdY~v}5@xuNc5b=-KzAFCx&F=BuGxO$JYvc{rpZmr2+=}Q# zgk3zYkbU)DsRA$|c>5suK$d;~H(m!6gnS4mgcbK{W+<8&x)BlfQ!V1QKnnc(BWXe% zynzCNjGFDP-}n|d#py*hN&(w+IY{(de6{X#2i6f&q$BDgB3?QRHLFEgFd^oVDH+!9 z|H9Rm6Yp{q#4$*HWI5!!I!cY3i1Gv2#~K1ew==!tj!|C}(Q+(uqe*iHDx=qGXeW!} zdmp%G8loJ;M6UIawlV>f0)QUups}EQ{<3&)UPp+QeywvA;UB5W(UfnX4idtkQ5CC+ zA{_s++ZQx2gNSG)fFmW|x4T#&(~C4y;;rftz-z%T*2;@RLp-i{g_fG}=9Qy5ql0#S zV+6mnKtyj@sNVEtOp^kVUw%44@89`&^%0__Q|r7J`kk8?{l!-^ud_Uhuzf z;Dof}dehx%_NlTe|oi5cYAmZOJF?x7^qg zy!ae|H&zk(zkaCEP;aMMb6gBr8BXs9?~A)JwN$9V*FJ!sf#mb`Yo)_ayVmkCi|@bQ zKp(c*H%D~HNops6|i4SY1k2NsN zU&-Ek1?5!7ZAc#*QXc^qzD%WRT?45yCt*eVBgo(I83YVhjMqY_Wp(ye-y^$NS^7){ zi6A~1`mi-|JQ%(ycRf>Hl!Ye5@Ne@5&cDK7?z*cbWs3Xx{#Xbv{`SUawwNLu9Na-% zr+iKAZ=eHYD8kjut0ZAo*r(Je#I%Ip)DwHV->})aRM7u&EdbzjdLhp1W={SQdqtws>ws(;%S;wd~Bu5tO6 ziQtbTn2;@7*$!9TuK4q>=in6oBT@@eosTJEc^Ay#o&3^soKQHe@g3V#%D=bX!iFKK zE7zW@k>Iobb#)-4(1U_MI+8IFG^u9t*L$c+?#9P~9M+ad$h@{QT%itu!&+=R)I}GP zLR%e~4p*db2w4%%{eJ(CFLu4!3~{{NCfRttjrO$1cC|C&w8qZ>JVZMQejPzuRD9BM zo^ECoktf`bcc?qN-vT>2w7XYE=RGrM75+xcAfV+WIv+8grgC!~3gkatLzXLo`7Q_n zZmHQY`u>%!ZNGYx&6=~VQ&e87**d^ZK2!8!41c;)!33;e2gX99I&>JDXFoRWQ07X| zUOJRoqpQ%RMfcR}{%U+!5=-R4rb>0uD6%&HcUEiqKEByYmfqGMFlup9;9qIHeB>B8KCQ>r?@;jTh zP2yhjl?K-UJr=8+h$Xize{vO+7pb|&@#>xtj^eFrwYxlm5%hQ{ih50&Ux&xeyS9Ew z9mTmy=FtLqCEyMYnBW9=Ute(Mko()7{eU;m2dQGb`-eb`9*97E4cR-uVKysTx0Qr{ z%pQc~UP3*(B86lXyh(!%h5#%>A3{zpnrV!joK+>pr6$dvi1evVkHXL(M?Uq}J9+zd zPz1Vf@kwU&G5B=xNzv=4Nypd)@1SL965`|YD6?0!A!;6uZ!p+Q;K1gP$@{PG*3;Tu z{DMcT=dM1#i6pDIHWDME-}OZC4RmX%Ktz0HBfK54yt=JY^?Zvn^~Lh|&OxR`{mYVo zH94j8h`jqNEv{Ze*bZvhC1hY5x#k@XcV&1`z)4U z)KYU7kLSLq?sHaVdCcI}SoQFXvz2R9Gc%c97LbL)BrXbe#I4}46nY!-cId;LwsNnW zhq*m(hr{kTaF>+#nC;*D9yO-T$HLcqZrO|*xvmWee3edCvmxx)bMgF+-`RMrw0#jA zMaP>OKbiDx-FC{yhJA%034O4uW)|1U8wj|$t*ot2&Bph#+|L&I$N+a8AwHcis6>ZM z=5+r^b7NLC&TYCJiHeR?82iXIaWU3odV#^<0VR-3mQMOaOhy6|G>Vu$1{eAV2#_Ho z4*SZwpU_!&qnE;Bv~7gY^OGJxIKH5MF8@a;GQNYHQP{tP4v-_f-X{l_HEN4H^<{YI zEdy}Gfx${I!~xhF$=8o(31QozHPM_TDF!B;;uoGIc$27S`f@dE3LlR8FCjD$*W)3b zK?UByVk)^xmXwOzp%<gDkz2npcg%*3&Jy!;9<=@yP zBg2wjV~sIA6jo1Q3ay^tlr&{l%kc|oo4eOtNeEXT&jL>(xH!i!AXtqT4iJ?(2A=JXTT&(C4-u%pkk$M?xIbcnW#J(K4y4m#zx4-|pE ze=EyVq9gSxNgN0AdQrqho)x)ezh?)z2ylX%k3N#-$`i3j0{(U@W7KMa+kFD19QIjj z@_8^jlmnnH!>OEn>ER#5yvo!P4H3#rMoR)1g##$3a;{Wkeof4v@C=S$ug@_|vWp!l z%(j_3C4DsZjBhI|Q>nfo`!LpCUn5c5bZNS#{VY>rU6XwGBmzVNGDGMd9=1vb!{mJS zi8m8FGRG}0TV{JVx4UZ>8#CHsx8B|$YE6&Yl9n_g;Qish5Jh< zla316P?XgoA)ZkM8{D!kO}Wc0%O;+OJ9V=s6*tA!M&Ifc6gzfSTP~MQrygvcNgwZe z6diTmSqR~Sz&FyDj+*Y8PqSh5u={WCR=ONJ_j#h)%2+S{WiMYq`ZJ+S?8$xiu?IO4Gx{8^W>qS1>7gzf4QQ_yUe#o@YsX0f$=CtHNR13N15Oahbc>JPffM$`4 zjxik{b=nQzl`=|&Pz8;+x;7u=-(Sumc)UKrt!B5GY%G&JP_;+ix#M0c2AOvzL-$goYm4@*p719Wqo-qW;7#qC!`xsq6li^JmRRbwerAWiM zS(j?7`)PZf8L4W!b2XMStxQvWVbMocvCMx|5Wcek9ezlCz0V+RV1vB*gM=6WQZ8zDJ0lW(kKgX z?a^*whgs`=1rgq~sPq7RV@NzjB(qnj6a<KYIsp-7oXnjb1_`;h6$UA{daGO({}>#O4OQ{s3I>*wkj^)I#b^4lq-|1WEN0Op(L~w{ zt!g|HR9-hyd+JphE~e&sw@I5&j=vw=CqL@F5wsI6J_$Kn9R7G#cM?&#-0Sz^0mwx8ljk`E#HoEeOv$^ttZs(UX)}z?`J)O3c9$C$x(yv=$sd-njI2WzBw;8yn_8hv4(-lj4S6cQK{Ot+hGM_Ss2zyyKgGEWL4A7_|L)`$I}r zk&^O0hof7>P3PWHg6nwGn_(NnEXuKd%{OtL!$!0zY(fjqcN6Q3K72mWo#}2#n znKK>r#5i-6(Gx9&F(LIB@e^5W37hqY;=ESCsP1g2yw6mOkNk(tZw>nf?ufi+k(YN9{Q*9BTU~eS@5#e){(Pn+^TeI*@>zr6yWhB^EE2 zKEGHb1qn3TyR}gi%Wrs@5R{vq$e3b-96s(gYn5 zmbS#Kj#)`}6Si?N_yg~eKZs?we-{-JkC*Fu@|@2XOJnFkI8=^X;JmFV8Vm^b4cHy} zv{5KfpQbvmq4`6~x7^-!aXtS8#d3EAXTbtp-#fUD^(I?d#1VPZhpvt7dlJu+KYdRr z7R&C%*fXGdcEJ^=&{(SQRM0JU?x%Vyx=NzVlzE4}ve3`uGYf78ZyG;o4`%@&0~Hlp zA{@_D(jl2qKJRwj?>hFthpK1zdvdpE)WPk8XQc^=aa`BfF8Or|s?0 zJ2J5`x;fD(`8F^}lZO%)RYCQ@7l7|AqP9lSL|gvTUyH{G-WJFfi=5UpA5yLvy6B z4kdG`1St$R;5p)iu04bb*9&|@oK7gWDnu?FYp|4`vua$#x0jDNm_z!dG{FTSIPCfu zk(c5c#EZU^cE=AByd#9S?VLCKROHxL@rCV8)sO^EmYV@O_Ml>kR?KIKL?fGvp@W${ zX(S36DeS4rPCt`K+tjmf^@L?prv$l_PwS8*^yzY@(KdmpeF}1Cib%D;16ZI8O(|vT zu%}!K3X41+N=^!Zwnou@!)S$z_{f4O*>gp2p(#Uk=~cLlR&s{i1t1{ zx@Y#In(0`qL!1Sw^eVpmbh10W;!o<{neSc+=!O&&X93az?4eiN>cgwT ziIH>_*-er`_{Y(XmC(LD=n72kS%&BaL*yQi3po8cZYRiq9t8Q%NvnB{zT|;e%5q1- z%`@B3A|*do!psyS2~6>rpm(Ip{ZlA%Pp8(V=4-C+SXkUFX4jEIi?ljPWjR#mwCZ!L zWf-LLB7CuZqEaEZ?9UG0&*L>~(o*&~3}8^*0)@HU6#HdtRd(VvcRH;QQVrwNVc$kk z9xdIaJmE>+f12e&N9}4sg1X3hnZR{4bp|STXA|B!OXK|;w-rq zDQic0VF|Rw3Yy_z^1oBYe!FEQ-S7d{w>`~^15|k8Fu~8C!P@i}e&iPG*cL-D1HJLL z@Y8fC&$&DG^GM;Zf;0#ix3u>WSlzo>sZ$rjR$e}UueOfHCwwL2h7fP6!&(VCG_pA8 zVJvoaXJ~XM+Yj)6I;4>#)>r=XpAH|D?~$yy%qcV@+e^%v?4Pi0V%en{`S}Y*GISXa zHf+SwA+;rQNzRSrn~j@A$DoU+O3P~+InH{V)!hX-UJf7}< z$J-)&tRoIIV>T&?eRnh`v=fefoHmM|gfFetpaNs~)-KVGOuC?GK&dE;GMOs2ILDLi z{(<5Wd;6D4QFTCSZsqnq5iAK`5KB&2!4cKe z+Al8>Z*q!M8hnm-<^GL$c`zCnfybUJD z;uu8Z?~vUzv1BTSycvNpWRhx4TI#BdB5B{*w%IWQI1ab%={FFwi<;&2?)N(V-E$`) zL;N8TY7CXemKTtqh!v3_3kVhhvn;T!wfGfO1dYibDc#IJVQl{wxc=YCDGrzgSw-tA z#|M{mQUKqcr10sz$`96WKxvMc@`+%@)DdDli#SkwKD>wy=n~DY^|1<}(*hNrdL%p9 zHJv6w=sx$N1g)6xvg=LjNPCtr2bZ`Vsh1#tYYXQa7qboZlNe8g&8F5U6q9+-zM}}M zKAauUk<_}lt#d6f%RlDPg9&X}H4 z$DdW%_ye~KP4=|sP6G%_izt#&h94b7T3m1G6^nk*#81REuqqO9MBS;` z0$_TEl@AY4$r?3{1#}$=1e}HCRv?_-%g6zUM~C}bHtu%dRt3Z>m-hC?K-O{dIfByV zsXx~;qG;U{|;xJ;D3UDVH3P);mKiDaaDSt;~CeJ`BLK#HSH-&45m3C->Lb}&sl zwCKqCkvtgJtto8b^gDYO4o3ssLap?Jlgw1U!Yyo36&eqo6NJ1X)0~kT;md z-=PGPZsh_(p@AC@c6l-SkJo(&fP?{p8B`r!ixv`{96*g>q*4d}&%=oD!nqCU0_@)G zEdKajdoSN(CF6@^8sd2SY|Zk^n8eW=4IT;gI5r~NANiQB0~qoZ3~6^S6Q2WC8XXwK zo68lg75Lbe8XV*5tW=~Al&HTI7j$n(%K)h%_i+Dfp}=D3?Rg1pB0(LF7Uzz+VmiHS zoPwb?Fkj%d4o~HEf6UqmtIyX#1K}@8Fo*s{b&v;R&gMvqqLuIZo0r+U(pLinK(Rv7 zaRt7BbQK}sbr19ytJB|qeogxGpjc094P4My#^~t;sFjDj?W9~_gJ1d+bwTyKTqMV$+_hE$ZNK|oMMkMWa;!O5fD<`Q4hq9CG>%qai%MD1h{xfA=gwvAT5OK7Q(Y{b%SEH`%SSgF~%uC;eQ`BJU7Fy3>>tMJmg@MZ)1=^1qhZD(095ex8Hk~VtuuOiT? z2bk2nIRYE(FRd2E(Ts`kE03npKkVrw1XOr>PLXr<{X~t)6})1qMsU0Rw{7X?6fKhl zU%lW;F59n#$~5wFg5*tmg(E!!ATc%}dv}fbLOgwKNJhOdM7`pF-rg zoqj`ThBW8I9t|xvdW4l}MO5E4(x#xu%gZ07&aXWI7)*8uDm?DYI08@c_bn`H2Ko^@ zxuKH*E9KI`Nu)dt)18-x=~F`bSSyE9>|K}JwFyw)F&>vH$FVPy-d@V$Q5tFwm|Sw% zpkXL`I%$wFY(s)-lXcWVE?~Bm8B6Wf-y7LF;f$fMRWeWix7#op*kL7(A)9_xYO0eE zF$u)cCX0*llonqakIgpLKQg3&n2peJ`x)Q1yMYOy{0N&)^4BtS0vnz+_lf9$8^rmY z87zXd-K+BTPoL9@RHoe&&TOd?<+0H$H|MjMExjb>1C%7*b6YU2a=2J9xm|rXbH|Q! zYEFzW0#(sx#p1F}HaiXipJ-$h)8p8Xi>1jvg<@Hh^-_z8aXHhSymkdC&n-&DOfv_1 zqWAqMQvmQ97VB}*!}a`#m_p@0oW}Zjs9ULJLhpE>aNk5gcd4qoEB$aBsGCP~TzHIT zB&!{lJ)OM{uc*(t=J!-Hoyw>$%gRiEv{6JeywuK7MXau`KtplOP~pG*AK1hA2PF zZnn;{gihv1aWoI{f$1Owm0cikWxV%kIN#a5juQ`Pb@@6Rf)jPT*hJ!3PD#!+V)7tj zZZ_UT0|^0PQkT{)VgH#kW})TF+uZzIQA!MIxvw|3vLVmO@%dOoWyIL@x;xtBt$cNbw=|A5&&Gh)ia4p^g@d z8Swf<(o$ELaO_Apk$A)(;GtX^B!we5cZV--s>c{zZZfFf@v_^?TZtb^CFaqpN$Ia( z@_Id0@vFw;fJ@Z$;&pDxn3Jk5tXcu!Ba{mef-#_vEBhFCz$vWcBT zD6szy1fifYU3@@H;1DFL$=EyLayi=*Vzf2IhTEJb1eYVil(b0y0*0_GxipiQ{RrhHWE941;u_{^6kgbFg^Eh1?vTY%tppZFwRK-g2ZHPNsZhx!q zQ%(t^QpXAn7nm^x6V0lM*Yz5ReGOtavW6Y!I~ zW}Da~627jY+PIC=<(yK_*a`Rd_Q=E2W~KFT%}rVb@71mj9Ez%FX&c9H_m{ZED(!6v zU&oY^4#V)#XNd)QAo$+rM+PXM)Ks7oH~9`6d&>7DlJk>ISJ$$wSjsfxiXZQG=^iv39&azZ!M6Z`x+j4wpjl|& z)I@(#Lbysw_R(iUJhcPEc5xj&*Ce^`Nr}n$gzM;dZ!&uDOHmB>dJGm;F)%TS9mY0j zq91S(qxl+9U;hLc-=;&FNvQd=k>-><8U7R7yez z74eXD(4|s;EMyjS!}uNJH$B#CoV{a+)#AS~&FSaH$(kKl`H8I_-EV(Fik68nnImzq z&LU&^tesjY!{Dh-V`tc1`f%(AI_a;SpA&5yzp4n{ zfq9DI6LB$Re}43BM7S?}N-At6BQX4SbB|d%=l>lV0LP^eZ4cIrl@sxe_693jK=ChY zx=y~)=>JwP=?3?9>YILnSSfp+B%7A!b#7YCmpMIA1kX=qTV*9<4M%9UN8^|uF59_P zaq~{$sB1qk=E-ekL)60&{=O#I^9etDkl*gP@#up0THgsh7`bt^74q!%bzwBp@iN?J zdLt!MDVG~ZZ)~xb{lOdT1@O)C@jjrV%Ck^6B;yE-PQe06QE4>;P#muvn1%LmA}3#B zf@L>Z7kV8N7IR+Is0_Q)KCz`rtsJL*)3Y76RYLQTp6|H!u=9pT4RteBB=%*w?AjnN z{4aAG>kyKKD@WFETVo*0MX?@OR1E30c4Ks$17*azYN3d<*<4lOqtw|D47o_D-U zn6kjA8xo2EV2v#ayv_!ElKwlp9wY;C3EUA9D*S?In~@A5so>@;X6u8fNfBE?HV>5~ zl|;IZ!~S{avkdK=)A66`F23zl+Z*IJ0&IgAp14QJ)B=$o&Ea9Lf(w9m&mh)iu6QJtF)8VirgL12DT5-xflg9{M_XOt?ffx-e)c-}D}NW2}9(5FhZEgVrP>{rg* zVKEttS2D%SKO^QP1{@D#immOvd5aOG3qJ$3VO^0$X;exqF=2pLvAyX`ZgaFS)PL@~ z1hHa3tC}rKM&g*Nv-Tw=Xo z7zO#9{QL=k^UG=KYIcgNn~XJBXZs3JqA#qfg@)lLJf|mYniMw4Del{QA%!}~I zoV<|erssCd<7c;p?6@c@hEXT-eO7ZY9w!?4WGP#GXISR*XDBo}#X#E~ruNhdw$`r) zSw%BBR5mt1>kOgLb?J9EqrrMUrTVXicAKaA+%N^Y9}Y+N^rd&EJ~kM|F2)ur;_fbd zZWeTQVC+N*XYSM+K>K5F^4l}{@lUpXlDc79Qi}_qlFZR8{d&JWoGd-Bw$L!l_)fhy z7P=oW{AGy_T(==o;U7y0Uoen)Jg=^d$fI!nGJC-CJ2;>#jtDHGuJ_RfoVq!Pudpe= z!H~8(?S`Ry5YPvsQk%hwSP~v zw|bm9F2L!6&CyWjQpDi#(L*Xe$aPr5E06x6LN~dF1WQ;kfKjTV%?GD@B}KMo zUxw?kUv}m;(iS6+##>1aCO?$rNswlxR9Y~O5gG>J1{{{r3 z0EmNsAFH^5eM1dYct`GE=scAn!Uvgj-?q_@wwnWmm9zn~&#|G1)QQcc6 zUhTiAbB<{~h>cwg7IuuSH8GbOkBLV0bbVPCw9A)J2-I%I&flya`2HEQX8L*cSVhrp zg-<}y&<&1#=N4-cYFKoJBGNme|px_(xOTn0%m=DxnE--OUr148(As11A&&y=10&v zmf7Q8-A^sHE&#*rGLO#)#A_b_x+>6ZSv(&|t8reNCtuobb0=Yp{Z5-ryC0#KMMJ}x zlTx|NzASL>K{!@UfpF0|8#jzQi!i|TB2D7A-BAjpO=J=7Q|~{FTq2lDv~{!BUSL)q z>knkwIw&|I87Pm_;9O~_*UIG^5nebX?$t+@u;4HAqv=9@slMD3y-Tmu>X7~nq@q`< zXo5Z&H$*+PdUNT;qh`@$-BnD zlWSaKDW?mBX4dH@uG*(jgnw+oMuPL`sL9O z_Y^)0LIg^-KT2<4lK@vZCvvD7Ao0+CNmAMk`Zy8M{*$!erm+!EAk4x$VP)P*tM z4-`)|(x**mXqkJq{OTgGDk@_r8^FVrni3TJ>g~;o1oJT-8P`H!$kI(nA%>-iOY)Pt zQ!%cdZL$r!=dQOkHD`vxS&FQpd9e8<1TfTCFlh($((}eTuDNCQYnq;%zdT{)cXaTs z(@e_APt{YGt?RVZ5xFR9s9#yz2pYZc7^l=g7c=5GjU;YI9NcZ_d<2OY0#uv0L;Z9b ztq!xjmn8q}q~&vdBu*}9r|?VPZ_}(=*!Uz{(?L3A>Ct#$SaWwH(@Gv_%je7_k?@RR z>HmtE?d~c`%cJwIJy~B&Z{)oFjl=<0rtwi)?WAkX@8TrFQi*6BOBiKy_vy$YmX8W+ z8WaB9Ve%?^XH2Z@vb`jOWMw!$pX3QATfkm=J=o`=8PaNK5W(BF9|QffP-sFV<+CL8r~ELZhOJCMF>rzo~x%_w^83<%#Y1IH=0D$z%QJbpLFpQUIbifuVcL3W z=ca0D#=fykpi9Yb?^YU)40$7KYa9EGQ>)mHWW;!H7uGYc>YQ0yfK;NdY6zX@@cnXq z!f)Q4F0Y`RgX29dIyGcv#TD~a^>K%ucOk4p$?S>Tcw8EL)h5I6`{%s1c5BzSa?msz2n;8 zlG`cCshF{i=TUkC>P7bPclF+6sVex^aYsiZE~T|26h!g8T!= zcj=7efKlQG^4ybr4@%?QjY{x)#VuxO?ovuSf-D^ZS9wA6-O*CxcxD*D+Zbark|*)Sz&&=V|O1fMe@i?daMmnD9)*VR!gOdlQDuVTfOdnb3!rm zo{r7&*CMr)ug1vC5Js4it&*sAIG(;uvR-aXFFYo5D3sSl2&yQ5nb+CSkFMcVTfLy+ z3E}6Mup~T=>tg}^wiKaTp_)*D>o5a|GDSvlCu?g#3T18eIh%hX0wp=KU>`KN&+bLW zR&fZ$`ko4LTR$_onqzzKG_D0_aP_LYEi}nD*U%$tv6wP}LX7h0Af7Hy{WDz?#aqJa zhkGl9I++A+IxH6TA#>eMHMNfS3*vB%ta7WOXL5-tTCQ%v{V$^lcgK(O3$_?9^diN2 zv)maz_&-RmO{@dmZD?P+F%?F1OH{bj0}b)wzeM`~)dQy*V0tW3%+ZqTjfAfL23YGG z=lk$YZMX#R{=kA$5wM4irj{c*xSJej9XVhwOjUJmkD}>>N(@UFO`^q3nIcH&Go{P$ zY2+ze+@@vp)@4{6HH|S2H+pbzM)X#{I*zue#T0flNB#KD&%_B}x?}j`_-~Cue|q`R zq?Lb%1hz6e{m7$%A%U}((IutMpx7dynXo%}mMu1?5s0U7hHkozER6g~N_n03JqFW& z@;`$H+)maN4GnQnf3#Ie_#x@VH={rn@GOFyGk3pW0Bx#;Z~A;d^}_%$&;3XZRA~XT z@t-7tA~CO=%u@u%OfjdOvFc>e=1=UNs5>IpXz3!&cc6+dNIBbdov;k5bzdvBJCVR5 zVWSA~L|fQQ$^&N6ku0s_85He3bARxEhQpd(oE)ClQtNg2-K#qlX3`Q~*QikB zzI}paYHEr~=GpU6sv_X4DLycMz4{KKs(Pk`9TqD3qC%7voA7_e*1WwJUJ5kgFWR%o z=GG&02It~bMp)P%cxN))g%(R&wii_+XgUvt>ILz;*5__ zJLdrMwpk%CX+V^EdRHHxc6i%Tbh}tMXf8Q*nlV~96SiHH+Z1g$P&lu#MSioqGm%T~ zTh#p(_IOpNCS^$V|FobgWB(FR5Ws#uMI9oZL@^8J`nSes-&6wps5cU*V~KhVTRiDt zVmb*WmQ%CK27Bw&#``2D)0Q#vo~q*pvf<;W7@|F=;Nh>fUh0D93xFq32Fyw^FaJ(> ze+u^reva8*T$kuIO4r8+%m<7Cg-OQK<#+*Aol*!l7Bu)f()iTF9#x#!mEziOGl{~ zMufRfM7ex@>-_rK_LhJfcrOelg)7r>)%AJGa~xehKE4&#OLfYA?}2SgSF|h&ai75i zbLh@FW!xA*`lfv?bCbXjyd2|CGlv5z%d){(^5TdGr@q~_Q1pYU?78X7gWamp=l(6$ zCdz(M(U9>;49P6$59K@XL^LCDl@i;()y^5hWmJ?bK;twil?$ti25#la6b#*9A;VA= z9i&?l-owaGtr}!nS0XDJ_nIQa``caC#^GRy+hzjXVMj4c1y1zT#*bn}+mKUWmya)6 z%nM!0@2$OQx>C!*^<=?ld2?x;M4|P-?r7a^R#g5gGLtS(saZGM{nLBEaBb z+)Y0mbrOTXu$+n@G0=Z`pKD?DOBQQ-+2OFZ6+5ojJ|J|Qc@*2>+r$YWr2#O{TOE9V z{%(cB;e`bNX0pT*87cx4SY=*95gr)&5mQ)%ubWjKBjI@5CEn*z)c--i6VSnU9|x)| z7c8=)TL~CGr zFzzk~Xt8xaSmjFl8PS-`lF5e<9W>I%(Q5NCaaqNb2(i2B;CaxyBX&Qv%A$pgr8VLh z=3F*bkycMXNEp(oW#!av<U0G z6-h0-`%3Yp5BBPas)m?lCh*P9NUTQ8n7Cw+52t)lh78gw-j8s3gEc~hhK9=m6Wix; zw5)=%zIR70k0WmBUL=G#oc~OG^eyEQCAigCNW^SE7KBb`?C0?LI6%W9kh;Jvg&9ku z2!B`&(u&9f2tS$U2+Lf{dWoG?nrz#hAu7d{CY#P0RYk|xZ__(sB(b7==AIO!>U>yM zPL@?Qa*Uk8@C3@ic%QaPW^lRU{5Z;K%DG$+u>rUF0u%w?SPpS_$-seG`@WFCB>dHG z2rw`(@}?CKN|hSSx1QW;RrxBZKqqtJD4B&q+XoE6bVu~MOPXsYnfpDn$T$&DFHb*L zrLc2d`{qyy7sSYSqDRWC>2+^q8TACI@rYq>NkwQhe7V*8Kz}Arv9I~n+MPj4Q>%&x zx>Sj|q!L?gvo`u*4&$CG!q-CIliQWmW^y2yKOh$af6K&=nnBpW-FPvFdc709-xmT6 z5V|LSM|7)EpKO#@+(wYi|F0${08P9nyGzU|44xS0a8qb8u`z@L~S|G00zeIuJ|L7`7a zq?}4+_uF(Rl86H{zc_(TKG(umOe-Xe0hj;q`~Fd%JX^#0{O>C}=$HL2hxqu1NV*9v zI5;?^o>V^~DBNqQ4w1<++%owZ36{He!pI7sZd|CCyoNaHhD_RLFaLR;*GbwpI1;rn5$ORQkX)T!^29}8wgjgs0_8j@aj!+k_o9Gow zV;XVG8JzkBgAzD^%?;aC6_zkg_@cK?1K0o8$YVlHtSY z80*}<&Y*Ki{w84f&E+)GY9(^rr7Yotp!InmB z4twXJDYdt|Vp!8g1cUaIVzf_OKJ|3l3IIc}{CFc@v{D0kMhi0-lL|if<9GOV&lv1k zv>p)>+PH=v)_j)2qW0JPqs6S(Lxi^>3f|CXy-e9 z1K+uRqsxZv6x7dCqA2!RXwy*Dwmc2?Z53iKdRQjv`>_M}vO=7Z4I;?KVrQmXp6KKI z5&|Phbv}G*b>A|hbUA8_ysB|qC;R^>`wFnAyQY1m1r?N%5+tMq6eN^ZLO^-}SyEu> zC8Zlwq>)&pyOxq}5S8wZrKG!;j{k3Y3ZM6SzwiHD7jiAIan78XIWza%GrH`nzWcRq zrsns_eN~NJc?InE$sdJFw}FlLzSCNYKFTDdWx4RRJeOye*0|4q7db@*xbQS8vb;IY zgiJjo`GD=W)u#?fXRybbz`E3{UX=Lrg3W*LMm0lTViQjmOr!MA$1$??Njc%7V z*D6yM-AjJq>FdP5RX%_q`u#O?BBbBg*S9Z|9PReW?AWAHUR^gqWb*VV8$59=Jv-@9 z)>9^Yq0qK(Fp@22pUcG?Jhj6sM;YDl^n)ac65K+w_62W&j#}HkVVes4g}m@ZnCVDM zlunY9GGorlYrHj@!}_lEZ2kDQ5(zPz>7N=RWSN0CcdMD$kL-Ekh3&pqOj<-xlX1oA=Ut9?OyW4<}zu;IjK>VN37t+@iw z&^{fDAtsh+#BlPHchL3~>xkLyw?Alr?UNGR<4(fA3hFO z9S_d|+pwixH#zvpcHhJMJ1s4-T}GX-w}oakJc9q7i(G3p%kJyVI(YU`Bl9ym_hb%C zEUY&1*bwmOR~`;yeaXDJDu>13BE7W**{3JrA!#^1t0N(yB z>c*Gi;UYd<3t&w3nDpcL!RU_3UW_>S$o2oChy zeaHyBmjchxF7N^v_TL)=SnW=&<`CV&ifusQIJC@5iNzd9n}sf6OXr=q#E|=P1$Ith zBV_CK9tR3D6V>k)em*De`;G-E%PITIEjk_j?Rl6E>8Dv;f|a4JHI?uonbn- zbrUybSkjG&RLgnb_?U}$DEwK)$rvZZhZAtAmUnfl->(x+4Rk%p(=B+`bSo8b4JC|U z&p7V5tuM}_aF^D%R=b<^z40355g$e-qmkQu0vL5|=LyUCNErlm$a1-p)ZX zLtGM5VuvzGAh?P@yeqRs4VbuDiKXNR^P~$L-24r3`FE=v$$GE&Eicb!E^Gm2&I)y! zAvf-+Q{tRmCqN}ge|W7web*bbW9+iFko&C3{Fwca65r7Ux#>4}7&VC^0FyPVbVP2s zTZNSYf@%Q!KFw=^mWBXrD@nCe>Y%az&hyIyZ{0C)81Sbq=!gGM25D##UTlnHJmQDURRh(bx1bHt zk_P3OW6t1&2C78rLy|~>;m`bGLx2rO|7OFf81yIa&vz8p*VOR#W6nAr1LM%XF<=0= z`saoD6HEJhbNGzG7~Qu`n-r00Slit%^TrhF8-C2E*pwVx9yh<=y06Evb5%-6oXLSX zuW!mx>nv2Ts93N0es@3Gwo-z%X>UF{(6-!H(Y8z zJ;Xgagi7b=NAJpocDclu)-;Nj478hPH+>^f`XvI;Prps!d>JuQr^K|wnxLcC#Qk%` zi);8b$=;Di7O?)tTTe5+#r>u5ZC~t;^WLNCjVX^9J0DJr2y^ww$p>Q zstcxi08H$Y9F!t*G)wIE&}5-pvx(+W%=?J12=s8HVtHu|0CJR`yuPC&f{e0xJl@<3Ix}Uj9i+20av17;7rOvNpxIR;ZPC;(zQ}+d z_swWVhj%K)lbp^~W?tcC<%d!J&C8PghnF=ksix_%@O~e3d!w$bqfivphOl|ZQ8)1> zQm~V@cG18zKSs) zoOxd*3mpG?{jO~1&SZL5C2#d+_hKmDoR>=&=IY=BMNCu1({)AEgkGs8;&SeWpg$ECwX61N8w zl|9hVv`|;%w?v$+P8%T0SO!W-OZ^8Qr4#R*xhRLgg3|LUDBoHGgj8npGoWt4V!N}i z#9DXJ^m+L))}M*$BSOzS+QLy6r1lM9SP&TN0}0>-bRLERUCQEu_TTYtcddNNeD}E3 zs-$MSc%iqXQCOMy7s#l~FT~f%ZB`N-K;3Jkc=3P^RJ=7*gg$lR2^9Hq;8A##49O>~ z=q97VXFqS-!usYm^|M~`BKK9tqf)^GmP6nB9_Jt%r6V(*)t`%Qx}P$anooVMFlSfE zSMkNVNgzHkyy7^O5eHCOhrIVZGj; zNl;%5#7+y`E8 zjr)Bs@;RCUBkb8j?d}U5;caXD5IT11ehYRudiesukN+`BFo<2e1xyF08HaOZj-j1QMuBY9&B!5f5|L#@{ezkOl= zH+a+r(FiG!bV#Wm&hP4rf7xHpV`>g_{tJKdBn0NR1@hmq`|*P??#qu=-wnA}%Q?f# z3y!t43Me&vi&i5DGL`n<>uDT$(l&X+=_EVANUk5n%@CxEfAQi4bJ43itqmdZMMW~C zKSzN67X?#O|2gw!4FXaQE!Fwl$O+0Cm917f-=*V7)}L~r#5sd$Xm{?6-YTvrY>%!w^|?`eJ% z;wTG~E}?nUw$YX^EbbR$K{LLIqs($UDf_Eosq~mqCLnRBe1@QttbP5uMzTiyT~;qT zpDjA!=0rHH^j4{PyPd%*(kSHS!raVr6b3J61Qce6ihp7w0jD=9PxC`}NsZ%?WB!5J zOdQtN;ka2}6p<&N!Rpr@vwyW!@Wwn)twH!m3b6Tn09-HdgKM? z4NBn5PrW<~Ycp(c#%%?cZ)k~pD>%P){rM%oTKMkQ1*VqI_hIG;eNq@I%>amBS>K)8 z3BM^SJoExGM-=V|!??M;Otm8M-TmK;{R~OCRc*7eMN;I$!Tq`JPeSD!J_D zx?r$6?YVyJ(9BbP?Ptds*!pe>!^|hG@KmnL^!DAp;TLM_t()IanIvFa$Yzl3okiPzY zzn8v=!fyUR-bE|^@DaF(NL(dP4j=|D3agT25_l9`8LI(mZEtGGXNzS5nlXXaL?8G7 zTqe2FRwJ&xq=Bq5a8ZwpBc5L-Gx$`}nzT!i{p}Yb!sAFkxY+mB#)_QB_B(ed*oW?} z+8JDEKes+4ApZ1;$axUOvMlO=JojZ#CB-=SkLemw-S7BN{3DuaYm5=YZNB7jCIww9 zf|MIopLt>bDocHh|Ay`Y$zG>(&0$>Qo_e0x16-ls9B|Uo(|g-6cZoiD1M&NMzg7e% zXM!XR4UMNZ1vdJ6!JkW!g1)ji?9tAJ7oO_rw>}3OFCgOJo z`_N)7pd(TKC8L`}DMj>@mJNUxM3nnfY<{mlPk!@jj|X}7`JL5)Tw65l%7b zf=}h|n@%JX-b&;Q0;tc4>G7Pxa_M-WWf;pt zr!Yc}N|2WFmwV<`i+59}k~V9lW0AFGt+Y&CsT-cr{cx*w7HW_m^4N9H3e0C41D~u2 zbv$4{BQFj;pE$yoJ>OtN@!zeBBX}Xm)~}+5i?5~RS~*Ej7%I(lB?dhLQoPuqETMtfX8R z3Kc0ozer_w)6QV4zmRY#gMRil9j}WP$<8(*Qm=SS3|z&oZJ%@>A|GK<_bO1Lnh=0C z61nNR+7v!qtd(1Xjrl*d^ND_5x?F;l_;LgVJEwp1~#?uI}yGc_Z5b^sqeFwapa2v z9XUydGNh5t8|A>P74pMLZ0Y#8Kd2`P&u-ZKtiRnW=tqZ@AZ({J786Z%Z9YQYd|Ok@ zJf2cT_Vfmi6u>MJ3s`i|8`uHzWI<_Svw^TlSH$_S^K*xt_XAzF^=F!-$4&=tXF`u) zce$oRtZ{GNq`zIA7=tS*s?Xj6sEZ?y*GU=PQF>~UoTPg#vdBm$I`rxQNx^-tBsA_Hb}FfH*Z z23~r1j)&h6`0c^oxlLh~h8pjP3?%DH+x3W`{Pvp+&vw!?GFa?joXJi*(z2b@9^S{d z$))Ycg>zS&SDS7*XR47F25mjePI&2e!B#fumTOC@A}sSk8+|GTpt}(84_e3Y+7%H+ z%5T*FK`ZHb6zmIb<+lC)#)%m>;8WVB`;-_kZ-UtlmD&gn!*5Jf+e*UCfZ;>3(TS}} z8;-{#cfb#6`P;HJ(^>XLzcT<-SxBWnsyXTufxa9?y(nWB)fFEZN90n&sj#fiw!62> z(aS&kQ0kGr<;3fT%18Y7z_Hj+lp2Q;VvN|g`q|k!cU}@bIf+_Lo_z(Xmw;(r`Fca6 z@O~ZU+_bl^Iemzw~pxfaYANh1OwMRzG z1`2&GO8@TpHr04bG7&XiX0wqOn~Z* zFRF9r`u(y#quCXmG-G$^MxUFO&*Bmi*dzI7rUnvWIdK@359pspNO(L6_lG?~>Js%H z^b4u%3~|Q093)>(d7w>sAW35mkUZdswCK_Ye~fw$p`9)-lQE`Ax#2tziSrhSEUtbP z5p1bdH|ij}Y_2E$YY00qu?(kL+?t5!1q}H{^ufJLxq7zWc(-vDRwQAgbocDIA1(cn z5ho|7SV@DrjiL>E0358vY!t;za7Prlm&?cU!bZTn^bQv3-9YnbWKH@_{u{UN35}U^ zNp^Al!F5QlA+d=Uuz6#>F)OvoV-f?Q%4cFI(|{3L9#JsTUMFX?=Nqpuj8sAzbWeh+ zUM$>87d04Zw1i2tN$#I{>~Is?Y#MVq|2nQ>R?y%kJfsi*b@!sM z(VkT_&M67|hSU4}3~SsWg4_f*f0K&Hw9xgkVNNPcyH8A?@PMiTV4l$;*o7agbQMCq zb^UsW%54}d(Om(KZ{;hk^-mA8ZWcXI&N6uUKf%Dh~ zd&6(5;ttKtw0JZzKVu%P$eO!lps*9yN)7Y~13^vL&5s>I$XFh=(pZu}D*VczW(}E5 zHz6&X$0b95=sRi(^??1ICJprvVc!23h&Od3%Oh}?kQ^BPJ16#1_ILfZK%1v8`1r*K z+s97qLyZRMpEL5NZ+fBTk9=lKNE23N56^gJeMqxDQKwQWz6DHxiC_S5;pJYrZYGEe z*V{-U~n9ab77aPD`zSpE$mN1#e0Ug+tlFZ{7;bv`(y_;`~~E8t1^y`6T5zOFM91d27$<5-_TSLDYdj*T$zOC!nIWQFB4wg9BdtHI=0+zIGtXojHw^&zN=-eMWVi5pqdkG{pDO>2I-d)$8;%pd#{xJ z`wN*={3)dn-}Ti&gw)83zjX0Z`nXzvLMm?Ru*0qO(ly3ne3fP1o(tWV8rZj? zeB2yn!pPXCk>@^}{nY1j#bBsQMpJ>IT=*&$7?spX_pw@xFP|BCR%Wu`UB8y+(&maxa>h@&>xB8PGaWA;Xd zhA{}WDNY4i+OEdv*dQU$0B6%sShQ19mC2A%9j}zV#i)VBqC;c0Q@nutc-)FVLx4eF zK=%q6R)}fzz5f3GPPb<&dV2cl*6l+JZ*$z$S%f*hSXwAwx~xOBq))ZJ&nWCaiildc zUzHmUE}&HB=~-Hq3ghoz-~C(Uz}f_Gm%O~+8Zq?EYLj1X(Le25qnai&q`k74?!B*X zJ2&rC0&DngOzGEn-nSi0&tk&#${+>?Eft?bTDkBi>5RG@Z__@-xBogbP&200*T|E@ zn?S~VHdYRk<7RyoyTicnLAUFJY7k&5u zW)ePGQc6Z~vcCqypK_G7SRRwgkWVmvx*G_X<@*{DMHhTq)$i)gd~=(o>;(Vpz^jLV z$#hf4e+>DtNvloeiUUx1irJO^9v6=;Rkzm_=-LMa@-09tZ6d`V!LdyW}z|P^Tq*$q?gcQr`9jJF`yPRc;Htp={LpA8;uAoc!@#>dotx z`V38)E1HG#{yiXw3#Ea4UU~~9cC;&Epk=XQPu0Cgh8eK5+6_Ueur_9X-4Rc@o10~Q zdtT@8$B`lkWbeI$xo^(&Gvdb;TRD}6p}Lj0#Obq;325{D;z#9Or3P2iXkD{xTWz{* z#mofI>ns+?Oq-CDkN@# z-6Zr`w*w16qxJ$6mmV0;xLzp$q`H@4Uz_Z@X#>6VL4SNBy6#0A8RvaqCO#d!aQCWp z-MKEPuw`zzP}$-Az(!FM3nc(gBd;yJMtZn`6wnbi@}_tLoQ?QesA*+wRICow8JOp^ zMUL4F!%B^QXfJTt^udo6oJkcBPl8nbFUpph%ZUNENiQ?s?I)Zn zm1|HH2Eq`{-rNNG&9UrqUg(6X5LmZc!kAwap+Hhy4vmCT@U}#Ea2=QaRD;uVuX6YJ zFldF8Tb$@a1Vf$!r%cd-HWn41U`j^%j3sn&X>QzIIPUxtEPV!(@g$AoszVc@5ymJH zW)K=HGT$yd>UE&mZ#^j$aaH+3c-2}Q@6v=PF%plV#7#h=K(@qUBJ=B5X+WuR{_IWH zP-2}*{U|aIjj))NWj4Y2PzglyR<7Z_gm7ha6t3e_ZwwV-7A`$|aZJszBFZL1$g4g3 z1YB6IYIX4WmVIEky+>{hQuNaCi~Pck8-#(&ICOO?cHh4HZKdC0J)JLRpgK%tyY6g6 zIx6`$u2^jkQH%5hQOt0&%7e?J58Xs-1lor48mll0ODD2CxXh~7Mrv9|A`GGIPgg;g z_dmfFJpn8_+6}BD&)EABb?kp@4UzYs?xCE(g88G^KX>c3>%JIkpKsl^lji;7=|l|I zOU-RszuZ%lA;{V3eQ#YP>=d$Bz6Nl&>IO6J!;|b^28&GI~+HTK0NI|va1EEP`-l9KE5GV27&y}_MeFZNT2sbmCHTs zj^*&93aeS)uUo^hv2jP+5YlIrd>u~m!F1%aroBPzRiA1a<4>s$btA;tO?;WMP@0FdW+;?I=o$L(I-e26gxH)<^4=}>&o+CF(&;}E~b&oSImiOKlwq;xIsD2~=8v1V=F z*8kf{+;_xk>*5c4vJI^btyQXqi(N2xTps_?Mfz#b@LB1v%N;P(Z)!1~ba!%NYbNPh zuzTD7p*1)dUaMFWY;G3y$}snX($n)@rO`6$+DBjb83{6)DF1lU|8l5FICun1Z{F*; zvZLZ}k#A1dOK)0dS_tm>uGG@hWiOtp^w3?^$A2{QUyt60i8wN8-5mD5s=i$}vgQL+ zA9YQoGsVTS3I1Ubf9bZkBoNRl>nO|%YVoeo-6O-H*D*BpHtJnG>WO^Kt6>3E1!zVB_$7aM&9YOiQf#C&G>Hdtk3a}@1Jo2g^? zL*bR%km-?^$hpTm;0{>Ry3=y-qCxsG`IQ}d(Gg@_B;LP+BgRU?v3GhsjprE}Ci*X8 zz1#m^`}j+`4J_aKel#4nJ+Zth*Z)Nu0JC=`pi$_-roa7r%KX3S63rXHHQXFh3wA=q zDgXZqo%XrrGjq`ta4e$XCEFwv|U+Zi-DE=qs@}HZf#=s%kyYBb$f7{OQ?hi-x zIvS=AGE#r?|9@jBDIC&>Bqia$qWsMy{@1q<`HD-xbT7Ana#!N_W&G!MemmK3*j_l) z!M_N8`{gw++DD-yPo%J1D%=O<{^v8raRs)Ce!;Ex@wYXKB;(TCzq*S|`tP=b+AKyU zaFPv2RZq-*U%~o^%2mdz}!kJU`6loZ5v%dd-dz~l^L6Hpp#qJ`DdfgKCGnf5bL_2|Y?iWxN zNSypBzmDlZ9!Fyd6!-u3uE|UUVP4+R(b1esZTU89TfZoEih(dTd$=O|T}^KF_<2vN z5-lfZvn}8MNhhv(>E6L<6=?|Edza{qF&Oafcz{{`41s&LJ=kHwX>%%OVyD=Q=5$8l z&aGA#D=5Rs)%_{}k3G!Y;U;^iHM$AGO|<1fUG~3D%2SJ`P(O^GUCY4I0PkN1`yW5n z;9{&8nLi+7S~_L{!NIcNa$(ZbsL!91G4EuwG`O7@%*NE0($v1*-GWjKx35p|%S?GW zv~ERdM{R9c+3L817Gx7yrrdd6ZaO0^Spy7`Xt0i~jd~gX66|!Kh@LNfv;c2wbl1|q z!i{fFfa{~DwGc0j?l*0u`Gkpv#|zpzh1e91nfxMZY;od>C%8 z`*8)&3dj-ck}_?zh*Tt-uf42Ejo095C+=Kn_3R>T<%V`gZ5np(I5)~o#cE^gVgDu3 ze|v6EH80xFiao1?7uBiG@l`wL4gvFJ?csBqk?qJKeP8@`6kwoi`Fh9sIGW37E>YM$ z3Lvt+@+Sdh358~B=2Z=t4T!-9^JlkX_g3QQd~dI~WhC&u-H%VO2VaoXjV7r`M=`TD z%0ztSiAIhGLKDohvn)O=K`m*Qep&3&US^>XDjFz_7$nHDbuL8ww3*;!WI5<~xQ;uHx+!@xb4 z0o6EKS6cq$vKdy1iZ!+silKE7+Nl8LskfUeN7{LuJ)o|AB6s3*V2%iD9P$Bu{4UvC z$I^)?E9PlO=r^}$bPGexlqpOr6S|OV4Nem$+8o`o=RNl3+D&ElCHlJ$-C7|?Nf&vB z!k3I>=R1z5q&joL8IfXH7ZFA6@&=DnbJPCyyKJSt%4QX3>L-PTWoJ&@U+tPMlk&gZ z>if8F1H3v>yonUh>ilBBEmPl-d8aG9rgU@62_IHp+Un0BCS?k z{A=)9ns!W52N=)Tmv&N)r@j*v3ziy5)1=D6p#WIncP#Rtx@h4b(ne-jZs)s;^8Ak3 zag6W%*OO*Lw(u--kD;*P!l1e`i#LqJ4yLS`atTjk#uL;Ysnc)PoYn~NFQb>cnPkeh zo6&u2AMl%<*eAQiqA^pmtUMnwU*96L>A?ad`cLhpv~PCEWnI1TL|Sk=VtEGF$3PTb z-WHFXUslLuR0GYmA=vDvrulUO0J=eDV%;F#w|QHB^QT|}c~}rjPTlH>g(WGxh#Ssv z=62DzxN}@G8m5q%QU21T9Ouy45-gYeU$4ASc{DG;Pd$*jTPjHtk%KjEibn(zwF9u} z808b|NzyW!2J*4H)weWCB5)(&EnaRe^TX7nuK=iEVY@(J`x6QYOOb&MAiyPN94kM_ zRBjuK`j}SgrGm0F8?#or^B+1 zmj2BbzfhVkAZ|A}SqQQiE_0dyt5>h^nhc~wBI;5mdulgt?JO45FR5d8n+<7tcr3Jv zxkaxcx(%1ARWHhlTCj1e$W^knU!LqtH#+Z{K*_X-#SVveAT})Ag90G8=&j%cErb1? zdH~f+8_EqxisWeD6h6;+Il2QJ><^0<2 zA7Gs`ih_7PNY7Me=A9l-p)n=-fW3t|Eq+L0nb;;o?Vz{ZMcW}Y%aV{v~~jFvGcraMGYdVK%Gwp2`wwx32l}ni#^_b0L_NuU!24Mp77^TJ`ZSm&Pe%T z?0PB1(+IW9t_U!)n+q}E%cOtKC3c?4=8@i(K!t!TxP;Grtp2!!aC*|iKP~*%?R)9; zi_mO^&qh{Dv)wRot9CV=A(o0E{h4x72B3(O>m`TuJ^8k3WZTDLh(g9-s_>A~^skJ8 zWRSAW$uboox073yM|Hj(JS+*A6}*DgJ^xMjh(3xqzP(A_qOY0*!6zE8dRq&v3K6*Q z@6alhYm!f#y~G5A0>UM=9S7~Z@}U~$h{_2oy|r5&7Z3{Vv);+l2v!}@`}epdoHd81 z?4s)Cwtx#_Z~xOL9I}Ju#WEVvQaYCB;0vpCo6?nqBkDkp#@s&u@4rt?;6|F6OoKas zmQ?0+Lw(XTKlm@~4;N?nZM*+8Pt(ICpf^_HQ)LFoa^u-<4IBAy<;RXs*UlWE2y+9D zZ?)02_%2scuD{&et3?v)K26g;3aW2^kCXS6ZW{sqZE4A^G-oW+rMX0!}WNG!Wq%v)>^dYyE&i2 z9u?ipr-%wD6K=S*S9ut0=2P9xc00=U-*04$JQ5TbKR>Gqdy()7#xLt2y;HI01d%f zporzWilXN5EL#w)dLW#!Q}zDQFsPQ1OWJwN#LYxYUqdj8U0HR& z<(W=f?+@Sk@WXmz}PA*1+uO-oL~1klk*@a@@7$N0dMBo#`RUo9nP{+Y8AEN>Z3&N zqT_=|rPtL%Fj7r=6|+Hm!H!jX`-6P3+1e^}U6RrW<=F?ctbLf$OV&-m@Pq z;UZ;yk4bc3>hnuq^I~qHh(hk;ugOARMhl(7-P4X~GHGP&^@q*IK^HVH-I9{qV!MN2 z`jWvdRQUK&MPt~~qml6%ysOj}_nJ#Arh2oSUGwwZ-srQfoF2=@sK;hq&5%V1a9$5g z^5(v&YJq0>ls+;8Fs|`2Tg2mo{*Vr3R+YSmZ0zO**oPM}@vXjO4N8<(`k-XyWCKzEP=T;kNY_h*-X? zTDYC$kR`V1`&bOE25FSRLOc%DCmjvbYEIhl3`1kaMl$%?8 zfU;Gr=Pf1;%(0q#6;XI&-un|$O`lz^87<4@{YQGAc z;H+O15$I{)&cB`f-FxQ3F;s)-|APfZ>-z zHFyVn3589_IKmt@LeE-V<~_^YRzPs~Pi+gKi45iXIrHuo)X!f}y8j}xb*7fR$HIj4AeNM*@*ahq{}qlm(0$e0 zeo@|mnDAF)18PXO4Zn90)be9zt6j?jvA@#@Y;+oWF`@-K`Xg=R9;26^3Y8mz< zO}^U~|GpK!9K_+qW`EHN%oe1|9U0Wagk5?7uOo@HW2;W_ZhB}c>O0i&zG-`X)P2Z$3QeOxO#Dq4I?V2z>4}=*P8Xg3*VEw>zGnEt7R5kPwS8b z#rZ`FLRMOqWKYi7mIbF(izk+)BVZSWwZ4c1sd_Lwb*gw8nV-#_P}<3l#RT+NHQtuX2u=ZoNl#rrUq`cpO}%*f*~;r!KFkJQInJ~`07sF|V+zk0y&3nxU?>BvfA~czB_#piQaKmnGHN1Ejtin@zDx# zKSL({1k$&FHVfl;c@yZ3Y3VVgZ%A@pYl@8{U+PdGS%sK|0GDwS8`vZooz4JAmd#~Y z3c&l};{}*yvKPy|1<{x)Mij%RdBV9=Iq4QEJk@)9xw;~&?!(Rj_Un*eYPLv2;%kO( z_-0xuZ>U0*?OW6mDGlul@(Z+6Gg4sF6XizbqxlO0$j)ufIls&f9(m%(Xv^nR+Y+&gR(kgS`>S}j#%1Uhf8G8028Sj6Vn{YO$HYhGQ z@C?^?!MzKLCR~jhRv0o_kW^NBH%VQxYL~)yRBYVAII_W^KPm9H@mAhp%DTB#8BMYH zw;2HjC8B!+fQEORvmg<-2YwGdlywuza&r|yo+@-~EnQ5eQkrxM3Z>clyW~t+La({}ai6UKBX>J z8T8mF=yWq2->u7Y_#^`{mu%FuA_}QLD-n|xgMCGALQ@y*c>SHTc3Plk0J+C-$<8j% zR@D%5WjRRb+~`{#l6!vD9mhJ{_n(xI6Jfaw&Q< zz-%)+gz6dX0dk#zpu~>cUj@HU}SUVL*{R^zyZXmFx)#vqlNC$6Uti2~wJ~wK0JqZ8zIkT!~vYZ*J9f`ON;4Wdh8SubAJ_U7Rub`AbWBGcD!6-ZJfE%0ipRI@qwl zyZd@&Qu$%mIhe#k3Py}A*OroZvgeCLf2iSGIo=Xd$Wb$=6fLmn5`EOpQhDCxQi2~t z+c}z@4wo3`QplB&SIJRn9xq^_(@tbce5AS1Kl{N!m;{-O|64jlU`4EOU1x~nv0XnJ zdS1GA>cg_Y#rBd8a~6JWi-5KlwyWD3^U3glz;`L)=p&9okll=T-Sqs>a39YFmCi^xeh6ko7c zR1}w(tMTdlBo|ndIueF5>(aeaklh`^K9>hs#VLYB#)ps>_hLtdE*6&;=h^e*XV3JO zIU#$H=pWy|n=cZxs=iKeS){96fO$EGCXK0Ag6*762YJn#^T7MXP=sGlqzq{*tGtlu zD!h2#xe6wk;32+{4`!Ur?6$_c3u=Zx3Jj^)g0GioA<9O|YN2!Q@cFp+BZjq0WZ!lm zHe&$?APJN$*>sVZl?Sc4A{vMr?iPSmFPSXqR@4i0#`0VZq_2eXK*bn`s3gn%>DxHU z0oWY3e;a}BtwW82MHYmwqS~zrl_t02$}G=nfWk$VIp1#U9-JriPFd#Gh5U&~>f2q| z!f6PV&?A;uPeu439121jA>ZEr{j^$gzD0pa_*TOzCi2%8hvtc4)1svvxownDh!oCN z4WARRY5T4-%V258M+rqyZx;u1ULNEkfONH@u_-4h4xBXKzcAe78q4ioshvFn3cj)X z>yr?}A6yh#EC69CyjlDHW*?X@mgSYzSJ+v%vUTT7`IN5+pj^4{%g2QW@~YuuF5M)g zV>*PyUx!K$N-dhpmcP)?v#RhQ4%SB@LuYwwQ`M3~XGq`kL%ZG(PPZK~C-a_8&MkkL z&Ut&4#C7&{IQFBe{epA$B$#+tepWq~SmYy<`$c95)#8o3nRdbHpCg&_@nPw^^-nUB zHx}8|wDc`BSRGEMtR%fLDEz>n5SnW1QbPYNATVqnUVSU4ci1;2Nraj-q0|6 z=C)E|*PojhS!}4KqBpyyLx8ArN`-nPA~qfuPmJ2X;mKd~2#3fRG{ZW}pu<6o+Ac4< zX_v;d?;%#&Z6^I!N!#}~N7vUCiqG08)<_m^=P6CxwIWT1WNr>EK3}yc&gaB`IFJRg zpdN`mc^z&_Hof|sekFvzV2!2wcCCC}oCW@?JcUYs0i?u`Qvbp?cMynLLTV7U)0xfZ zgm1vRKdH6Pfe!Yu73}QQAV|*CuPuFsEMCgK5UB=~{PTZP@+2C}wZveext8mkur}Ic z*pSn1WpCK$1dFZ}IEAIP2FokA>PavF+`r-NJnlGn*xJPw+X1zVtT@D7$d5oj5r?F1 z!J>Pz3*{;KGeXqi?@VmX&C&zgv2{KxDlTk%8F^zeUR0WU@0r>8e{4 zv5UvxY{l}rEDpBpj`x?$-mH#y`SSrGQ@pVQoaLs=I%cDVqvv%6urf_+xpaGd&*-{|$7fRIO5tZ+?u>WJ%F=DTejq^ObKm`S zO>JVCeL)f7`QBN1ST1BnZIl?_7?CNLzT&&K{~#c#l*41wYdpBts9I3pFkbW2Tzzp} zW+FRLT&Jn%KB4hJl%2)DZtK6b-0So%(_Js`=3q(~fC1V4*eiKDT4@(hSJPh>L{XA% z=Mix$=c4EcHY9ZFq`PNZ##3soT})C|c0*qR2v+3=i==-pubVQ%c@yqG*fjC-t&8x# zabw}_3ObA3q|Zfgj*yj7`yH~WeFxJuqjTGkQ-D-9p5^wf*JG>pu1;atGi=E2jy`@Y z0^XOVk^*&E`cimYBqK44qShtrYexX3e<%>9pOoCZ3$#0FEp(s1)^N|M->cUDTG^d- zsIMFMgX`}sLZkr)#gb5cq`k!RCWS;Ha-=~pt8HC`oM1~-cO!E@cY#4)x_!p7e#bFm zl{9Cd5JQU`W4F6BoM~n}AK?49S;3rV-lGz_)2c1(;#gHu zyT_{%5MLRIhBlQPvg#V4s2~nYgu|PY?{AnQW`OxvwSiVL_7`!_%M9V&%Oh+1IlABc z!5MBUv~;O^koRV$qUk_Z)n7+5tO6e{G#Wh^7(TAQh#>XFAM|hlNA>T&%k76cQMqi& zxg_ZxNvnHsSUKlQc*vbSB0oDi*1UHRRbV^I_xIWTR*k}ON0ABgUSZ(6^SZ!b5AC5M_9o?XGIBb6Q zOIhHK9P}u+b9HE?IqPD;Z2V`g24InIx>GNCVVB8a=mi>ZbIk0@SKmsjI~Pq#qQJXV zNuWSBS)Xu}z231%?f$JSexeBo!ako!3Wd+w)F&KQ><@_=CMDr6IYWP1De7P;M>k#G zNfe+(7#k@Ez9837UhLELcGaO78QqalkK%jei`nV6%w7+AaxOYiC9}$ejwWu8_CF$L zm#s|P7mvsYQxBl0vJZyQo%nkF3J0ffa~oSKOrY%{RfNI;M^8A8|6nfB^Z@m@mzg3C z`tE4#=G*fx$!8l2(je}Rb05^^`&eBlWG%W)qqBPfei621 zMbmg@5f0oF$hoK=areTOkTA?2eEUEuER9H$F;{2VH*LR5mR_+h>a7?@UJc;1MRU~! zNQ=R7j}w!^^T$n35(YVc6u5E9;DO(D<33rb52vpJ1$M;3B9C6W^(4b+Rq^Ff)hGGR znGmn$+s0RkS6)fP3S=j_I;uMdF9uFBiDgKfGp(on^5!ZdT9D5BqB=%pw=4!< z$@-)G3iiC5{p|VBym=9uqNm2DQ0s!tsp{dOtfE0hZygcL+S?lw6D0Is25K|Mt%hs+ zvYccJ4S&?Y?Fii>(KGYMvI~QVZv{G02|4y;Eg*`4aQBEu^!Xp$02J>CX~pUFP3nce3xp=5#rl8pXOn9;9@viZ`wxap}O$m-5V(Lo%ILFW1rWYYE;O;9KZIE7RXA)J|rU#F_zz7ijR=vplB~Ok2Z}~ zRcZSf*pOtvjN3bhPtngYaZ2x#) z6HG-+m505a{jC;=ncIRpW9bD2WiJ3^K{QSw6*l}$c-TyVdM4W!9Bf=ZGz?rvbFUZ3 z{QUi4htiRIB0oNTinDy;aZ7Wtf#>fV0I)NRL=k}TxpQ_Q#LK8%u1I*+{>soNstr}F zUUlLYgD5IP&g0ZMPt%7PI9b}-$u>H3U}pwALzaD@WBfXKk1s(&01(V%7Jc@MsB->1 zdFY{rR;@$KlOr~b*m4fz(c3o0KOF1fRs8OIpI+AX1>OBRscc%ExS#&hn?)`tPZj(X zhItXo=73NA7FskY?6i6dVQ;~cYunx4t!L4+KzUUSu7vqXSvTe=8&w9xPAjxa_aZXq zGXvR+@Ccp;KS@xr(%mgv5A38&jK5b6hp8wC?tlk;Wd}`%d#Rn4+jV?u0vju@o|r-f zns7%v9e~k)39mSfsWTL;_IFMk+(&ii984|yQVBbQP-F-o0hPDU9Nmu}s9S>&mA>0f zBTXDEzNeb63e?mh??$FiMk$GFI9GHz1(k5PgBN#2*g04fovn%6>| zgN9xd50V6m<(M(I7tM${f#L{~c;UnBXRzA?w_qH!+2k=}vM+6*c=i z;PAH~y;7J62xRc(T`fw+dy4}Q`i)^9#J9PB#r*bsuTWAeEzZLovy&s&PQhbjIo0Y| z6g1N}$Uf>_VQJlV$E)Sxy3%)WbY3u&~qwK5WqRiU&1px&`R1`!~rBhlOM34qS zx}`gY?y%_^nnAj2=*FOik{)V6Vt@fg8DMCB54-Q~>b|?b_w)UWnP+(Focr8)UH8FE zUgo&-qm>CFPz~m8^xJAG(ITAHWa?oXv@?2;4ry8?YPy=<)F-clMIC!h1M4 zCg$Fvtau*cqO5=t$clzdC2})`@W<)d#`B-jHF#P6j=&jWM7(q@(ntl=t2K1sFfEJ;k z+CO*M8;nA#*W4<%id!#xf1Bh+2xBnJOkG>!NFNG`L-}Wle#Kc;0f41ZZmVS-v+D&o zH4G2L3=#Rb7KUg$|2MQ}F56aLqfCWv{oB~Z;^M?StB~sjef@Q~Zro0iK=M{vYGT~s zrlG~p*M<+(J34ELHjYli1|xu#IidmqYqqi1Q0IfMm;FjXa5w`TCJKJ@Xq}6=5f?j^ zj|_y3;nS0&5X}n-L`CW(b`Ldyx~AyqI^}k|#^6*W*V_opv;nh29A_nQjVJP&n4B8_ zVdGL&=|usz;6KO^ch_5==-+l>oLlV2GWdwq@1=l}<^LRrz` zsR58E;FVLumr>c@P<$rU>dm5Z#=c^~nHKhQ%J!$Xec1>U4?mm|f&70u2xJw52&sm6 zi0(2dTv1vtv*5OY$0eq>i+jbfO zI|q z0?fII(O0k>^rmOymOvdSrO7)p_uHTlm;Xbjy@m9g`YvgoeG)+j4?rA1%AI!!0PXXEpaVYlOA!7eXgoefkAh?R4~ zP~6HuB4g>zS(R`g#{(n=9*iWG#Vh(6I&4MNhCA^cE}Ew;j!qV}rR?7Aj&~w|*9$Jh z#Vuth^TU4zdl}d~Z`JTURXGA(YT2FU9qjp%fyje?|RjK_ccYd$`h z?)pPTl1sP*pug7dZ=bpYgMDczStdvt^#@rCs<4IZzNg@@MgvAg52|>8{;<{&#Hx|{ ztZ}bZi_Bq`sj!eq20yTn-9}c(`?$W(5A9&4QP#Y`*r1XcX7>z7J<(PdSM$O+fQ^#h zE=xbWR~)Fn=2Ot%4^Zmf`V=U++Oi;)44ZcPUJ|FIb1he2U^7 zCnG8*pa%98oHWao3yY6Aj7XJFc3rlY-XAIFF)B!=6-&GS?AcdG|H8i4%>GuC(O1*qee7HI>( z7khknedk|#v}qP<8UE%`+|l^cqu^E6L+fX21g3?9Mxj9A>qK*y$F5b_9qicX{z(|# z;*k2hNK1L$cEYs3R>);Q@Q~*VtK8@aDt@-+(FrtZR;SaQVi4aYkizW8IXUa+ocSML z@!kW%AH1#bkmOJ6a;_>e-(D_|%-(;Wui!W?^pl*aN{Y(=$*M3;}xnn-Q-{WxXk)Hb`Mgx-Cx+3$^k!vc=T6t0 z^f|Czri=E)2_OSGbtV7fJOTR15y;2&Mcn-*fp+fx<^D|AK$ce#6g^d0E+jSJYUhg*JI^+ z!0+!boDmAp3Iu^i_6L1Cr+5A}_J4h9C&b|)68<1Z`?p(4F*wg=Hsua(diD;ZTfvAx zBi3nwvP83|*A#txUVqjuVJ76awTVg@uD4*bnX5HaGo*}@p-aNs*S(sj9oFzO9`Fx2 z2FB+hKoGdoS55=^b;^k(O}>A>5j)9UctMtR^4{oh{<*VGi!Z{HeJ?0TGYBG6Oz>}F zL>G8I=Cs;AzhaLbE6`O+ui_KE9=-DU%RjBEKaasLUuRAtzSi{5GI7`{&2_b9i391fB=y zkS8xMJtjVm0!LUR?-jr=V9yL_Q+u*61~UZy^MK_#Yn$Eg@Ie zeuenrum$>Grz;ru#$~SPXLs=ae`o*gV&`9pWB_dZV^b@&UoZE+u0kXWoEG9@dF%gp znhaf*nyfp8+waS-CpSU)|8{}v-NllUctk~EavK0I#K>4_;MbMCtv`Q~+hpDwn|>g6 z_2fZN5Tmo*8(UXJAV~S!T>SJk+A27R@KzrtVF>3}S(R+PlJmQ?9Ee}L2oPDji&Z1y zwG&&=%wOhBRp0BuJKniI9ptP6P#a8*+f!Xj-Wcj5SDP@NFD;Raqmi0VhpE?Wfk@2t zX%uJV&T=VfO=H(m1EvMww)uYpWm^CVy(9O?wo4%NA=?V#$4t|y_W_6xTPC4*N(*a2 zIj$^;A?HMX5iLMUJJ_$&^u<|i{VZ{Riuq6P^|xcuEx-bRA61b5ugU#IGX-a!tDFL3 zamMo=3x8dGsVzuPU7Z77NK^E`*e0Ckq#D%ji`t(~|La2k`e~m5z~LAhQ2m>q@}CnW zO)l&3wo@k0_YlzDDJO>hB;<5Mc=vG~9`{}Phc}iq2V{_EKeh))k=uLgI4C_e|6QqY z>{g)=-SkZndijU_+HKl3NBlZOSjW>A^_ivvt74y(xqbY6PXBr=)8yQ>G-;tA{^f!H z>(pSs+erZVHH$_ivEx%le8;D!kA^p?#hTvcFHcgf9V7nWzEZ7K0nFFPoj60L;>aAU zx@n}pt@pNwkK2!f{TZqxfaS$Fm<~zRm>o#opIP;5FfP65f(F>6)#v1Hz_ zYU`&9|Kp2Fdf?uGZ<^Eotm^*h9K6JKzykEnFFe5Y8ID5^kgOgws5p+rxJ~2*&8lof z(|7P0yO$Fjp4j?VHh7la9T;!$Oy70ejPRY%{M_KMWr$=K+x^^vlK+w{uw`gP6DqW=tzHd0<>X!NSjN$ZP_(%y>O>4TnnkPdf| zlaR#0C_CjFV!te#A5t9bL2e2894g5f^OFC9V*7cmpEorC2*hf`;i11ym6|!eqrKs? z&b=Z#qce!FO1G0pRO+;MVLaFEd+v+b7RZ>9DwLd_Q6uXpXnK^Hb&sY}Hc>+YR!Xj>Hhn1-yK~n^ zFl-_eZ_MCRO?Tt?n8GE8Op}LRyifmK#fNCl8xXxRNf-M&jr6j7@bI%QGXNd%6*%&J z^d(`<-J=xEs>YaETW?V=PGRR(X{^YuK2DC zMIv^aAIX)B;?RZ|i+3&NA2({pM&+(`mCk`4uapYKFA7op_c;G`CmB^b=V8WM zV!mZ}e$~2kA+e@Lhd&D87VD@WYcr3iD3f>T4|0lIE-xkz+NOL(EaRL#t`sp~Zrho`lXXsn_-5l?)o0x+FV@a^EXnatQzS<)iu854Qu;MbkyMI^<=C z+e?b5F8Sou%R=cfELQ}mz-IY__0-5xsfe*v1YNhSo?7;^UfUD*;T02(X?2yJ+V~Mm zjpTwC!-bBzV%hT_;?}lL4nMh$&!CiYbHJq)-jBnpOUNEX)OhFRSazdDqF_a{T^6to zjerPkCUFJMA+VNXDMzUvBc_CX*7dnBRZJ)o?{S8G!sN|ih19qz#kUdh8Yw3OpYknc zTjOE_I?F21UMa^=t})ad6{GA4so#wDtsuZQPcIFf`l|yy$7}&yoT;hq*{P72pO0S3 zam|b5oQy{-%dF3%WjXYO#PCl3$`J!)D>lLj1#77gGz+1UR&CyT4I-rM9j&J5ej~L*jEmPhkISa(Eg32X9t~ znvIvnB;tsf-FYOX#Y~priib)__Y+%th{8RYaeWEZBD z<5M+)p;KW;-$JOjm#5NB%$0&IgaTP0%*?HKUJ#E@}a0f`Bw%PPm+j31jM_S7=o6o^! z3J|~D6zV}crh{g)h0X`Aru{np@h^FF6-kO;&pzGIy-IE`*Mo$op-!`Lh=CS$`NO=+ zA{?aIy;KEYh1O=%wC7P_!z7WM&y?o2CM1nrz3cYw>MA~elGNAOFDCars5T9%cfVfu zG0VFMVQl`po8sn|s9bb8^rJKN)(;jFdJb=P@Af{0MU=872j_H(o(_ZM<_d)}JbD;c zNBQqAeh0#>;Cq=>@z;R%e|wv?Rvx9AXQBt@3snaASIz<7Gp@Q!9CAaaA_s1^MLX19 z+9n2%eh#|+@{;K;0f8Ur!VAG)R$-9j{N-j0%!pS_t$)2NtjLS_mc1s2EN6*3=LJ>j zBRJ%eIfN`zi$Q?xQ>HD~#`fVi!z`MjzP2O3hH9xaBMGnjhDDKwGUen;fj<225>?z` zDbkK2ZVF`qo;42gi#&Q{pIJ^Q70{N*5CP4KdD6tOcwbA$hl3gk`cu!r3c1kcv77BD z5(aG0)0uKB5BB2SY_LkJwEkmwqN`IE9;PDB#wzC%s@NXmW7gxS>l%24JLKBLhS)u1 zTm7(TSHUCi2w4b#KL_GYfO^${Pgs=fFk7K=p20N;M2ZEdx_yMIo*!0;H4M3NvX%6E z-^IU~lIzTpI1XQFex;nxb3O#xizJIWwN5_(==Vn*)pTl-xUAXpG>YJsFx$i!#sozl zs*{X8T`7z8pm!3RdtOu#y12I9bL3?uW&#C$2L5@IfbTHyAb+5ngZAtJ3lkLFK;5kv3^rhvjl|H8^NyOu zk78X;bpe`3xwPuisA8j6){D;a;$X(Oz#gJ+yq?wxZ&uQLPfkHD{C3dNxhGc+pZsOtUq3V+;HbNKM#UGXIT66wV|Hj$B)k)AH}5BEIYjEpS@qWrgv+h zZMn8KL5AavUHm&mu}cLMN7B0u9u3U$%yBh4<@qRsR6q4=HfNnh>WG_@`L)_xqKvr; zUdG|=cZ2dH%PDEoZ!;I*uj<0WHIHQUy(jGsl=LGXHAza=rUMg>dIaDm=^o;rYtn!u>?@&$WVFh*klOd1LJgjyY-}H>X}7^>CEzgTcZbXZd;JlBOLrcJ76;2qU?T+{6{`#*-<{WfA9%){Acw}-g7cKC^!-b8;mSI`J zf@1=;Rxg;i1qN39kY@wI*N816{n1Yo>NQF^-UYp!)*Qvyj0(p?!!s*{{IpOgXUTny z8m{X)pKu?9z3NFPx8M-+e+=`fUqf7d)7b+!C105af&L5ixVtHQK#wSFFM=&_jOkz# z$-A_GG>)09LY@-$IIaNQ85jYYN}u%MwPs#zU>m(F3**En^FKJ7TA{Di>z#_teM<1-!MnOAM+z)?7LV+`J7m;r!05Jou?W!d>N8#J1S>#0-=OP|-;v7Sb z#(j522Y<^r{P0it1%T=R80?LSH}K_W^Sz8evS=2jm|oc?Bwb`0t|7S`XHg2fq;z^U zTRf<_-iYGeD0obLxx4VH_rei%723-uayEXn%GA)qC~aqS#Vz15OW}2m$Gvv6Q`BRJ z`}$Y>4)l-amBh}<@Y_qKHczChnHtBV_4F*Gn{O@uSW#`lP}z?Zs!(`8hppVy=6O8K zGq6r(d;;o5jXswptx-zzQFhe;oOyc4nLC|ezUwtyDX#0*Z6icPqupc{;fXL~+Rinp z-3>HaXYt!>TbO`A6+5L(wXg3f;Kqt+WY?V(wb(!BZjjRdh*`(LP-g_1oQ98wYr>U% zYb@vit;{l_wHY^fCK~OK$EIa#BU-dY&g!VU zax`~`4^8FuGFNx>@4~vv>w0VBHL}2r0X3e6)4sVtoH&U~IQCA($jk#{0b~yFBHQ`v zW*iBKir9lO)g?iKS6cNzC*t^;vGw*isC+Q33$Hrg(F-)4ZC> zwR_+IG_2j+2dI`gpr~T=eb^!cqrkX>1o6+#?;oMm9R5w9&(*hKnK=^X95Fm1vYVox zR@x*>YOjuk>rR8Q$EN%;4IX9LY{npy<1#+=xYlu9@O(fC*Zmh;ZAfo(ney~0B+-J-j8!4&>_&!dy4 zVq*adj~W>s@@|kdE_-JNFoJgQ#YaNoNb)V;_A(aq%GAKDgI_RM)Q~lc=16N&wm;dt z!Xr~zaNCRA{t;Kh~6Wg7o^0N6u77e*VwK^Q@gpCH@x<5npXX%d z);sEZ92lfyuu_0Klb&;W@{B}vxqi>cwz~wBe6#cjP@i^f=jziLpR+9w5>CArohIzf z$-CCa5(m0^>)7r~d6g_|$}0YxJW(Vh4iN&$GPdml%?Us9X7OC`VPmR=q)4joI`=evH8pQ>WhL2rGfYVN4`6aSU#%X2_mCU*DpdnDGgq70SW@LwTi_{}H+k+%%vy(AueA-> zM4}C&nJL?IbHR1fw|M!vz**9as#!TV=}bN=m5pE;0FNkl(>O!5IcCv*LIyk*z>$%;_JQLBzU za{m`n_*Xpq0agOn+Y{Z4h@#yW8-?JC#)V8ozmJ&_3sjT&}puk%9k#F9{Oyw+G9E-Mb?aDn_hT1?c zT9RG8MW3Y86v^i_q6OwmLdHKmJvnkp;|A$_d8~?M9N6r&ld6a->$z{xPsi1DBLa_E zQQFjpP4L%a#pc}!H$QlBtcNl;xo7KEfsONrbWNGM zGmC)_42k~JQlyoF{q```5lT?G5wOuOPX{-?LmRtdj7{FLcDSlXjL9PP^rZeA(1w_O zl6&WY+Bn{Oj96(2oSpHxF#j4C)}!7GZG53#I2Vs2M-h79sWs4B}3 zNS3NB-$~vtA5fo;r>IS}v>L{48}~~~#FcGnJ#7^1_bwN2^3M{TD1UVf!vpWvW;Mzp zFcm-*-{R@~W}BcdE`GUy1kw&{>#fjNy=1A>|MhUB?nvO*4r!`Bym`Ws5PMyEq59dI6KyZjHht1Cgbf!67U_ zZ!1+&aS-SF46H16|NU(SHa0AzcsGb2me`9IS2^Uk3`s^icwA`YdQAg6V z3-=7@*Q-k)7r)D;tY70236oPzWO_4W+5c2Tu+*4o5#g`M*>)gcMN0;Nc$V-jQ?Qp# z&JcCP0rRFedH1u<2k~cVJ7@lOOT6S^iB{v5<>c;gL?>UR{~*Ajn}!&lz>D1{AYAXS zI(6cT)@8hy;8bj1^{~a$LVu9^?xRP?C3&t}N%#X>o_=ezex^=-2&%vY!l{aBep-&0 z+%okS9)ST6{xYX=F~bucgg}kjvZsnB@&oFkMt!exR9-*UPFtSTjP;tBgSK^e{JzEsf z_G)G<{{v{>qH7dc2N)CexG;$$>Ei$g@Ja%esk#w6RC-58>u(M2lWZl zpx)~!sf+z+vZ&K~S)Q6m7x7f5%=re!B+)5)UBR*N6FmbrA@B7x%Yc)uNK%8~HGK`< zcH(j}0;-Dan zcb-UfrL~ev9A!W8iU~o5#3Nky`O=%Pyv3AJTedj1;H_={HTKiqaaMNra;|D?JV1(H zS5pZKi%K-*iUL!_okjOkj_aS?eJhulDg7Du7ZLf*7gA$Auk|HxQO0q;ZNEvHIbN%x zBHNy-Qb6vSX|lL}`w3Kg(xJ0)mhqyA${u|a;-o~dC}XGLYmFDoXidbYwZs!&r#?!) zUzCnK%8z=v_{@<}L}B~`ZR;hkda#)f(5pbjB&EwWZ2>;UYk@b(?d1f%zf zb7m%5#?PenPW8lbxM6hd*L?de4zYDuu|}+@l;fCE0~SKy8M~OeblM~pFaWW~o!`hy zz7fTPE}6eY zcLlTXVI;NNOrmu6YPNCGp_`iTnrT%way-kBg^ZHnbI(hZa1w%~HU(s!G~s==(1jx} z4~q@om^TewXzrX@fdQPzx1zyU2#naWX&MnJlda)b4^HDqj(JX~A33+1Q~Hf0`z4b4 zD8M|Z({^XbJT@oqwIwSBd)N(E)ue&e684G^AZ(m!f=ZW1qBrkpRV{;)Qfv(ySRS_b z=5!znly(SH9dHqzvq2iKmNbz&)_WGzr07>5RTILN+$N>NX>( zYSimm@vo$M-!yRfRWz{NS#D(E_gT*qy@=2Cs3_0PeYRqBScj?YFv`9s`#9V3O2cN@ zZP)6aEM)65f#VWO*TYrsEt}gYSD*0!xD#W(;5^NdOKG#Hcc^>Zj;Qtpi+ZLULHb!` zs8$11qoJ-cTvC^mc?-)|=LFI?Y*r1k9sWF%S#F^)vd)FkTUQOmVJx3w5E-tTZSn;d zrv|-`(`V2@cNHtm2U%*5wXX+IljbIR8<&~$#4{#m&X<$hCmtO1g-rCt%We#3R_z9) z$7V3JaUdx8E^2&9+8#f$Pkfz_+d_C>RelgGWXTB<%+u>2IBhEm8|CRB-n@1xO^{ED z)MI2rv&A2may-wxd+L@`gN*N)tIczdw4{$-}t9M%RuU8n=DDlA`3dw>3%psEfiQW8XlZI;B@Z?PL)Aa zMr}{BX8`%B9#nt0f3S70zSK@T9_=Km;7HwOpp|OUD9%v?3nQ=o?pMjshP+%II9!${ zDK&dq-J|6Nub0u1l_2gNS9-&%MD``iHsz7p#rC#`QeGaEE{-4+@AnS0cIx0-+QFC9 zL5-8-`S)h)a%b5$mqT@Xz)}8br;eD{-o&zvJe=Y_mKr@gOb5>6WV%-3Y^s8~lMrBQ z`Zu3CR`x1`GtTPxWC&>VC*Y%q)+OP zAx0=dF-n{s{zma~lpsS07ws|E;Af_@9b)dT^k>HRlDuA1n%*b~hF$RL|Q?UcVN+;5m1Hy4Id^N9`+j z0 zQ?6y9UA8>>UEFh*<3?r;8#p00RTKXH{!ibH`MiFk-<5B*j~{AxF#YsUAmNg#(+1&% zx~Q*K{ink1=AMT0q;jW9Z7W%rZHK#Z;y?BVGPVjC3(AmeATj@j(py+xdq+@Zo#A8; zrPq(6_cLd2f9!@h0I!uH-Vqn$6|q+%`w>b|qXgM+(wtLPY~O8ijRyL^f99~N#)8QO)0wLjw#-TwD6TTudGj;#bb=c+FgHQ zygdx?MSs{&RtQ^#E2GA}Yx$j~=b#yg1b4O;^sA^DpU^n&heJ9dv2|XJg2_Ce@rZon zbk4gi-`tC5Q4UxYB;KP?wB`qyijpGM5b5eSQZ>Cx*9V4`jliIpA>H>`K zIDeYQRn=%KxTO%CnPGyA+}vLFMR(`Wwk75xPNK0taErqdl*J6nP4DG(d;t7g$m0pGQ z_3xGS<<7Bcfgi-ONR=cPZH&`@2w|63snZTS@%~a9{z3#9Elw;ZNGOrgBC})30R(cc z=fRIMFF)~*p6z7bxU}4t@42^oWlD2^_{)2>&CXST%7_)+cwpRtw`;SuJy%ADcNBDt zM^B5We}CJ4_1g2H?Nzo~9|RX=vdQbHaz`ZL$J#+;fTMPPtP-tj_{na#wiNL#GI847E>48Ahp zn)khq@U9=W3z6<_Sbv(PVWBuoP>cq`i9{zPdyH&93I3cdQiMzNfs@!#e2w8*T$MxW zF>0YJ-JR_Eqged8Q#+_}=KQM7!O?+8^dRY(zMXh}k^E6(2aMgeV!8!U65pki*KAt` znY|c6u7L2oQU{yKdA_#MyI#~~6P+p0zimk65Y+QxAEKytWU(J2l zDY?N5xU{@h||Gg|dAIOWvO<*|lSG7^X&l{~(=jwcrF zglQ7q&K7HXy85VY*Vd%!4m!p&-}j=?NB4-}6$K!p_@u1;)x~m8Tzq%1akEG#;jK~0 zMw_uXolIcv-pq6ICG13;}A-GL1`LqLuz$w$DU)X&^ z8Q*6w9RY;+{fTO^k7?LAImMU!;lDR5KF`U|caz<5J~7c1K7$02H;l%^mFMCyp2>@c zY3#RgkJ$^2cTkhNlR;+jZb&S|pI$jJS^9CH;v2nF!GC!b8wa)aVR9=9NH?mbY{X%F?JA67oXJe+W9XgIthg&_8TfYA1PsO2gs z>h^}$rjx#iQES^8v&*Fw4rLXnLJb-tZ?oT_=^!Q*l2W)6$S7T6c@3Cne`T%5A`hit zO07bfHJYtniwl`=-m!VeV;SFskgjWE=GaF!-frzpZ{Nb&zT>3TY>Ty4vy7LoEr4*a z)#WPMTF$|3Q1u~8ySQYB<~lnq%*6V-j-9o^u_*}?SoiN@k-O5kcG~P1HG3?} zbS2k=PlPwCJ!dL8;H1o}BAt1=bCj?>7tsf5dU!kjdV#047dt#tcz$$D(Z^XhMH1qn zhQALX$ABcl5~e{vbdyuKR{WciNph`;nO*Yi7S}*b9j5~a(p@h8ec5*B-AMtPF%`DB zt-jqtS42-l8j#JwK{xTbu9U-ZG(yeS#<3%<*~lKs6;Ss{Q_z40@0PM&gCco4*?Ro| z&OJ_hf#lCzURECrY+E1gM)zEv?2I?6HNJwqet7q!#-q;9vU%4tSJEMp&~M|%HkCKr z@5cJ)yfG@KSewx4{mN9$5njPX>K#V$tTmam``^K3^Ecx=YuOrN%J(2mFNG=H=evy!VDJV+r{G&$DXB?x~)3-yQggWvt+RS8;UUA&&E23DN9KU9qD<292Y>mOGZp?Chs zk`Jp$eCqqC3JP8B`T=CtrX*+=Rkew2-lZetUVmQqrka;yflL`iq=M{q_elTVvz%Ru}Js~o1k`|D`@ z0PB@aGL5PtPw9%lw$@fe{)S87+ghw$*}d`DRE#pri&)p>Zs<2gp( z)EYakE#cAH3*uZOra6JFM}0o?bJi4TvvJ@FjtHyG=>fHsC(P$&@Kyl$1mBN$%p5&P$UNMVZT6z%s_s^5|0O@iozBlb7j?3;wjuE0 zK+7FEHCNo}k*eIoP>tNzJ=g07@vVPivUxp|c;K0g zL6TLMwt-fW@kYMBpn;T?ljn-;Tn{Ng{!n|Q)l4Q`gZ=)fpDaqcyiKOx%f>Q*=_^d! zB*fS);}D*@Mw&)z{ivVScQ5tI6VeAB4=L`F_SdZOpFp|C;wn#)oeGftC$c z`PmkI**VXA-eCAh-Xj>0kvPxLUB3pPK|X!xzLTpU$xCD#^rYnzJX6J9tAD1T=*~lp z;ZjDE{@KSI#(9F3GyQ@i@xJBWfUIG8tOj|7g4?Gq*`9M zQX&0?e7h*COmV)ESb{*?0qn5L$zHBuv$uHB~u8&mpaOiJuvFie4 zJO|x>FfF6CBL0RA z+HvvQj`xBtx8y?|mtA{!C}!*?oL1vssOUlUER~X(*9r^OC*nckW!Ro^v^&Ge-4$=C zjdP)nuK+?-hGSgk!*Aq6efQ0*>|;LU^Lwb2Srl#^yXHd6uH1d;`h~kDz4eR!UhfkK zkMV#ki3zWZ6pslVjm&tC49!BW^IOx6=2_6THC1N26(nL{))jP8)X-!pjfo$O8cY*98&br7}&1y@^$`~10HbCtfl_0( z-9B2gZ{J$r@7&|b#Sb6Hj+a%QUeIjHz{0LJwxDG$<{b6pCreD(!?3il9k25|+VvjX zqdi{<4bF|{8l5SF_E@V#vA~nqcIb)TBdL%n^bzQN3l~t2P!quC!$81vr*DTgW|u#P>6e-@;WuHQ6Zxcp9VE+(&Z%BvP%FBvoO9OZ5xd`8PQH0TMz zBW3m)EA{N=_nfsdtV4SkP8^7NElS#H9B~>he?pwaPh@y~W`&isX}~upjr^CAXj&AH z`Kyt?H3_?3h#QQ)^K{)lnH<;j=6P~upsv%sJGg5+!Ak?TZ?;TqV5b3>MpkupX)X=5 zEgq-*d6rf4QT&&Wv*f+5dSF4`I51W?Hg#@@a=7d0>33}=r#|fqUt=~t)!e(Tlv#in z2}z%*Gv?*pbYxl^4n{0vsEaKKk5m<2EcKo%NI!mqJ z&>JU#A~NyirA>_NIuyK8B4VGyM|)cLoK{#S3!O~wf>j0=ktoG@0682nlBeQ9gG-jP|qiy$(8j}Gm;S0Eq!B;LBp^f;BD|#9_+&VH*GKzuAbz{6ZZ~LdKLDxn~ z7!ZCt8PKh!ho&>rRRiW*71PP&#_K%=A0)6fD8KL)U2tl6h!5#QHQ$rMuBDN>Q&Q`= zk$k~tyFi!3m6TMEz|+03mfpWQyIsI#;LHqm89YYJx^@L&E&_!tJpO6Kc_fy&E3O4T z=4F~s^pBXpb-&IH=$33_{)Tfq0{XGXfR+?Rux)Gd6WvDop>b<%W^ICf58>>hOL-Abd zjYE<*C_mhX>(6_7dgG&P6i$lf`d$_*uarJ$*mX#q@422wQ8FhWmCgt3(Q9}vc{5fM zId1v23eh9|#0Re#HH=$|D%B^iVq7Zx*MP!))dS~YI8xqSqftrGx*;`S;oHaHiH4@fM&o8qflGuG zu3uyZxIZ~I%&{7KeB~DuW@sKB88+Wg9Q5WfeA4x~dy|C3GZIQp08}kR0ciJL(J`V% zyZZ`lz`d?rA^4$dH#kC`XZ^#`5|R)iawk{{-US_J@3tTrWqe*jCX$6KV(~|a*ZnP zh&!xE1>f5;X|=DO({Y-snA@rih-y4IZrxt|IHq2xa62DiG_>8bHSz4In2}!27b8>f zAM^v#v$7#jHBN+clMAApO3eq&jI4a|6&LjZ<}t$MZDV6b>=piUVkmkEPqok1Y?5>x{&yZRi`2WJ)GeLUz@Bk+ZCUp?Q|9>q6vFyXJJ%hGa*Rp{~SEV^^~Ji>B>`t=bn9!BvcE@o1acWeY>w9vFFTydJ)vDzu9b zi#bc5(s86{6J4!%)qgq3HsniGHP}W0PI9MCPV3~z>zz2&jCQtqI9~}F8>I&|(blvh zF0uZYu-o$8%X)BgQ>FgCo~oPOIkGb7D6l?;S)1DW>fwDwlbyF+7S#tU`A(F_?VotO z3b0XHtw+C=%U|l7Oh(x~ftDdGs-h>jjh}ZHb4*ri%N|#$0EOhVi86aYGI^M9_i7Uf7}>sM%r-r7YAoZyRO`d`s5fNJb;=){9p;-j z{kV@zH||*3m$q(ye7Y#c;K(~XvfOj8uBVQ+&1tjF=0up{Y)jwupubM2YmMB9Y%qPZ z1mSfi?K&+TC5&pU_+(z?dp1U%YtfVj0S&h7D13cWd(=#qgw z*0^Fx2j%>}yyx+qy7jK~I-8-&s_u(&(+cllfX`^5O{b2o^hU3MXD8mUafRZNt~fvy z%%|Yx)!`Oz8gE-Htnf9IT3w9lUbUeVLwT2$?Dibz!%J9G=)(9kz`Ub*J*g`8;J7vU zDE$^OvC&V8vjI;5L=R8=nDa_0V%Xc;H5NJm)XbMS&n4DpMNwoTmZaR)ibu-uuq&0qdYIktjzoQwBG9} za}&7He;hr-1gp!HZxT*OYY^nM0B=f4^)s(Jrs%q?jn7EDNonfkv!k#jmdp8_cX3@M zIHs*E@mZTw^m)CpiAAua%}z5SEOxSBJ1g0KVq?;ZhJwe*tmxRZs(a)dHavsJdB>|1 z$nG*sESsZYo0BuOEjw$8+xyg^%YvXqnB(2{d@29dQUH)LW9OJ+=sK(1np)!CvbMVw z)s{Nn4t?SjGUec@@P74^V@mpBvZn-?oR;El^>IoII=j4;;YR|izTobLIJKhU4b%fQ z#S#rcH9??Dlv)TbupTYp3-1YhM6osJyX>u+IlqmM5$j3=U=V|iW#@&9Ex#T4w$pE``zKB1{eydUr5d^U zxr)O8d(RzO_c6uj40slb@31F6CiNvDhG=Q7<`t~S`+$44OCq$rn~6K1Ye#N<)@_m< ziL^&`7~%EEs57L45Voo~&1?hT-_YoE#|{;y<^ds4%m9!UZC7LVJdO@<Kp%{;ZdwWUhbDT9vKsbq$ysW7_wo3pb)dtwjltnI}Jw*a#`alDZO zVo|s1)Lqs0d$)K)lj|{+s>X=wK>b4C)U$Lr2o00(xhO=U#hO7n)4x;N5;89uLs`Z4 z{4q+JU>8e__`lqGeK;E@hALotQ7mzo%M{4d;^vN1dQZK<@RKVN0pRoYQ^@+AZzc^F zuIfawY7NSh>UgoR@eNO8IY*RMe%Rcm_F*^lyWay<$sprfEAZPJ)2Wq*y_q0jPiomB;t`i)k*RElM{opL!0l zALqBHd3=#*qLK90>%Jy7bCe{7K2WhtV$Hi<1!f-65asIksygS{Y(mJw6;sxS3H%g+ zSmfEsdR+RprMD|dv_Dd?-*(1d=YAntsNd?t@FPr|iQ`?NIo9pkiYPahI9>fCGbViJ z3OOF+L}}~xYvxn^#pG6P@^!As-l?Zz>Oz!o{l)GB*oxwGJRRWZM}yaeYdyAEQAuQx z`zyDeQnLV*zJ&H3h164f%bUs{&EdQO2w*?oEp;o%ceUt(I`B&-S?#?Mb#~6j@K!HE z8jLdAt+_6iagN12aEEL%yaZFeo7)g40IzBUMzYk7?CC+}2%|+-0T)kV8ck|9b)?l) zuM#%6!rGYFq`>aw@jl*rhkii*lQP*(ze)ng!OTi$t}iq0!{xDclRncT01$FC_dlSOd)MDd7t)Py9UKmtn9T3k`WQU z?~Zd5l`1*U9a%@IFLg}y0UDoyYG4Tn8@?H<#>&r^@I2`t` zO=*noU1pp!pjs$!keQglxLTxJ`DuCdHBf|bXB1KDnzmh3JptHMySw?C3&6-DB#9x6 zXD&VL;RON%HtUTO4pIO891?$8S);H{u`Dw5a4Xku6n#2x4)&%6$*?>uOkq#T(c{Xx zaA)%jM?BFmy&<{wu^T5t7$*zE_FO>!9HbM6yNf@Ig8Fz_>FP>-7+Wa3a>xaGCna7q3g;nI&6vVQ$mQHFvr?R3zA=8?@Fy*7EWyI_1+}VF$hv^w9|77vN@D zMd)|?#0+=$j_n=pGMH`iuNSOho8!S);P*Yh}+WJ@9%Tm#fqnST?O5Qnd@A z%JQ1;_$PNH6A&c;)jAknF*7mu-N*>~Uc?!#qpK!9cUbf{N^)60Hyc+>D1#;`EYJC` z&ns%u7^h!;lhXglpy@;968sjjdy*BVubqlUsi|{3YXXJM5H|QV`;N!(;NO0uqEj5@ zNvq_8k_C&60Z<0-G>5@UWuB@;*u|~PLM^)XOLuGC8Pj!}0@$g)4{|+wsTNP`;e&-{I z-??u;cSQ@8dzFN)VtHU4Tw!0_v}}Cp+eTDK1@Ga?smDT4bS(^jDR~8_XM0WSGfN_V zDG*l9LcWgcV0-wsvpqT+mL)Jfo2<^`d%bC!m?ffb*_G`T9Lnb^9h|5zIW@4CEtKEr zk`JdrdUFjE+6c9;eo|CzjK6?}QF2AAK}fOJZhJjW74*yqp%R=N%wc&+{agzx>G~6L zG%4nEGV~`YhzGOi7>yyR#3JuFV+5_*J{sDKPK>KJ?ViqJvMF#%1<31H>Y68B!o$zD zRA(`$O$yNm$&a+8GPFk5nVC~ZwA0ch85PQMsSJut7OE>CuTO{Ox624?GQ(an%sbTJ z@N>!BMCb2bQ!jV!i5FG?m+Z^GU;v5~t}-YQA+1~#_S8MRx021HDs0l^^&8+uQ6Hxm59vNC=*J6TNL41+$ft=* zl=yTmTv^JPWTdm`TZ5!<=*#NaofGU-9MRWr+B>L?O06`UK5~iff>(?l$yb+pi+av? zG1QJ*A(Lza{HOO?okDwLwEpJn|8V$^SNHE?@N)J|5!j4IPTVoaahS}=auqDiId;t7 z`QBvcqpv7@ewS=}QkB7~pRU(kzp1`=bE|7CTuN>kY#JOG7lGdz@2%lyX+p{zg&iA7d&E-!Hods+1xOrSQAm0=>oCi{0>ako=F#1rpeCm2p zFe%ZG^9TTZ>DQ;CrHz0z7loW|9g6Fk&6G|@1*$6WHy<)!XK=2ME(n{AUC&>LY*e6^ zrRBW_0TgPG*p~IGD);=>J_&3h2IRS}!wNsA8jwn)_d-VpJ@skD*?mO4!GBP0w)F<* z-lp9>?$3<*qon1AlI8c0!g__!%#_oarUw}cCz;8mH8ve3+;9nLM8;!Iri^8WH+WjQ zLJ4POV~&6p3)wiV*sMaFlR;uibwx3XA%j|=5*w9LZN%Azbeg(QHpoj` zfeOaqtI7j?rW6%&WUIbz`STdu@b=|x(`_;*1aoLIdv|smcSg=_PBTxw)^zij^5<>>Y4+b{41K&uHI*O7d33fL@{2n9*OoCvVLwKq(gm~+6?^D(y6U_o9-b{Hl_=vi^AIgo54oRn3VqW7?R#tXK zzOz_ZQFTG168AYZt1c zE;#dPq&rFUl>7iy@($QLLYI*_vi&Jw_bM+bhSVH+b6=Pfs;(A;Y|WoTX;W|qMe#B2v_aXFev zq!opHTLZjF>#I=f`!7Q3#;B5uo35MSPncTADRi&G)Ku@D&6eU88a?*jKUzFpsSMT` z&mY;o6upUL*`8j3SLiug5L%8+Vo1~ixl{3Oz{mzc9P19ub%suPrInHz(-t7F=S2C( zEEF&aB}kd19owf_YfL^ldmcNS_e!RmD-z24L2b^p{KFeZ37Mq7!#s7f&f&Q9w8Gza z-_DVPmRc?}+Ha!#uSA2yGO^`YMZyvqzk?Q1n_~@C$~^CHVHoAG#2#Dq#KY+g97wu# zaSmUneNQ>O{(RZzB(O&f$g(i1`ku9DLr8)qpkhx;mcE>KZQ6cBFfrcm6L{wYJNvao;#6AE;Ev^yh9T5~E>=!61AD^UD2*4Q&7YYe4T z%aSei+;Q@(5QEM6Wf_<5K@Y@95ywOn81b;+^rik2!ZcP>WTHf@bZ4qoI_?4uMvzka z2gKlXLZfyM$fl7MJHm=@IHu-w8l%UJ3+ZB#vlMe})E5D?Ff4%-%8{58IW+C8lgZ`{ z9xKPGQxzd4b#~Ly^d#~78f-U3{7gPB@qB7X^L4i*{^AEJ)!X2s4@T$1f4M5`WzgLG zu)9LQYN1Ht?ZN~}*!~!jcs-(gI-YT^+d`|Pmm$S4>M)sN_t?v7^D|-#IzNd%=aDq3 zT)eA5D1r1nog~Se!#}qwwB*bN8(td$*sY~4oBG0!|A&9lU9a-mF5+K1es+>0<$T9Y zUT_X5+w0?TAD9?Ub<=mU*p!<}Id9rO#wRsy|1yf0AK%`FAifu@$|~!Eh-Z@b=qlE} z7bE0LGz$rO`BoRz61VY?mhP2pqh*r;PAnni>5~RNH`?t~C}_~QCm){s#tCYaUtS!3Ai6jw zsJpO=38!zVN7_7SDqL(3Q92&N=wE)A|J|Bw!JKcl;PiU@B_R-pL1Hr4rX)!;dn4cf z?UCT%bc|?`HglWT^-&{eArR{K)vca3@zaaCd(_uku2DH#*qa2+CfYPm74xb~7~Lvd zKD>5!G<`cs+>qTPu{VCtjYS5?4lul&yBx@0>@rXU%C>b%G>aeQd%H@$Ep#3Ji#znY zxRni;0CIv^pg5rIr{}$Qq|15YJyfP9*%4}W*!Zr&`x^b*Jhd#@W|MsSq3=7I?}E31 zU4LNAmcs!|jvucyd8?NHRkUaPP6%$!ZkR=`w z)dBU3R}?NG^uxoy!$tPKSkSxe+vl8DoRI{A6{>VaRlTY`libU!myPpncFX9ux}P9r znpm(V>Yk@o67AHgvm`g7LI>7EU8NrUL`LsF7__3v$36s%1b^dO-vM~75mgs%j35Jv zm%UN)on7?-7;X&YY8mtl0*Oz6fpdEW+dNgEkkbO~ZC+S9R>g@uH}+Wtuhb%47O{|Y zAC)1x+D>gN8J%S~<%R{m??72L0DGhh-VA%>e^QSm8um_H3>w^z6PIrj0i6%*vkOc2 z@gt1UzU`b2K@ihL=S{1m?=f%|_et?B2TONPJR9OxPrwQ3f}rbXh%%x>w?oAQhkz4j z*gK2fcHkjYa|))}3@Lq|a!5y{d)GU%t=eRb<`fS?80O|27LU%xs|65}0UL*wGGE6j zRHR-$cGGhkWc5EnhWw@<`t56umGcY;n6N1X_ngxy5z}rXF#c^!nX&z%ZpelS4TaLcvq+D7$kb^ zQOV-MB!Th#XP_{kAF2F`-q(=4TLHZBJ&@NhsE3|62uR;_nm`b&!XCDe+JXIz*y{#< zGG{!qPTnM|hqZV1y+`*5`r}|)D%d=9_p?4k2-MHT<$T=Q znzH+eJ!Z&8Ys}L{1n{MlhR{rjSgoJ^332`V5&p!a)a0bfGx32ltV8J{`hp!(AORHl zFT}X?#vvMyClaL>8$sN&)57zWjMQA(D-&|)(S`Qm%;@#ccJDEoq->0pfv)s^-d~$! zCR<+K+RKgP?!l;c6WYM&kE$LY*XA}EpiZS}GB1S79{1>rwy(+pcNYPX-`}4jNt3mG zeP0{mT(h&{T~)s|{@&Be9j_INiC(;oA?=r!?LTbhhR}}CpTyo z*;55{uL;Ar7>@OoE2~n3YZzu8Bdyu z8%sv^%uJsLaIc^8k$&$KXdln_?d1R+Wr_H<8y&90i<9lhNl~4{7E=a&1HJoUr1Wum z9??^`z)Mj+_^r;D@lbfjM3I-W-UefXpZ!UkHxdhDTilBSBizT+MO!@!b_-{!6tIYB za;VD^BtmfCE&7@p3m6}}h~Phj`s)?6ULw|d_%=HJr{K`t>z`fRzia0vMi`;>wLw|Z z{AlgMHwZZ2J-y!V6fV9@ix@PY-my1ljaQR;$BAGH{@0=@BZy-Kfu^4qpwp}O|_wz5yR&k3yW z7l<$l)}!(&9oy7l*T0RHXuH(xwmd0V->})D%<&3+Y&gSNicN%37F0d?VP#MqP*bipUg*9wq)|98S)tPL1=&0e`ciP$@iH=r`G~oDFQp!+A^ULA-Nj)Z9Gy(DN zC3w}F#GTMCB79QZm{Jaow+0r;^hbTHu0UWf5@>KsYC2qttFC@7Q=r;@_4{CYsRSFl z*z{GZp-Z3WT-J`%S%AJ>RcI`WMJ!DbqS{K@<)cnR?X8M~=5mgN0kH0^4=v1xTn@T*D5WB3u=W#mqoAf>)hZw+-|Fb4$7|$xKYE1%?+hkrR;?+-kcw z7O#V*Q;ub=(Ymf1U1-$HpAuGO&}-C=u_AsBmCU%_y_QR#1fiqXE`A7vFJ(d#E72%t zM{~%oF&4^zf#7354eTK3z26-Hz2f(X58qHiO14yD=4r2rkEHyMH2P0sNYK=yO?mA` z+N&~ZzqBtHRpWo-aqu7L1Jsp9hBDQ7Y-<;08dP|1i!a@@`_&ld{JI_pgBxzbH~;TH(uUNP>v6tsH0i+f$U{ z?-VqDp4eSkvcVHA78W)!xI!`l_3*(jutj9$J9zky@M)C+dUzz02Hi5<)V?LkGn6cB zl(X2S1hoPtHlTGuyzP{RhC#-xp|- z(eU#%zvJz%#LzKHD+$=%k?xyo{SA8Rm1c9wWwCl%o(tdoCy8!b0Z&h5Rm?Q{C*-Fs za7RycOwIVH)?Z_cK!02`*Ugtle7N{LoRY&1BXDrF}YwO zmA#z*gU(V2zu|k~DrI%SEOoa$T|NzB+XOec8pcm%iH{mAQ0;MhZ=L1>{1u zZIR>kiKdidi_I-Bx0Vv82#l~-Z{(tTad^vvN>t16 zM;|{Qo_p1^3Mw3hYSYMppg7__j|ppFw@GqOomcx)H(aKZIe>q46eQKzj+>{PZ z4NQo&W{BTjz}1B|o2(w$myPUG-)ExkRRq^H=`ic=n;)(dhS_XW#QZiR?#IcV!M@ce z(W2Sz=l#lnGVTJ^afU@=`I+I(zgh{_N)leyiYUjH;Zh(@&A*o=QIcSX7Cg3I(y< zk|%FMb!(FV)l?hf5QK{luoh16MkgiE=)`)^WbzWI!D_U2R|h(<+MDVxC)Bd(jb@wl z|2vc39{|u5MFtF%i+*Ddpb+<|KM;$~mUmFFXqqA$--=@Wl!R6+`Y__Ry(wOE0w{o|RBRRgUtSXH`@M=l?_xA2o~!i31Sml(9u zqMkWKJtvGfSbQ;}L1vJ{)BM0Vi*$J^qt+tWe0or0stYj{G<)*8v|=fnKDgbWUxPeR zLe>N5y~01QFnz0j?Wp;y&A|G)!m>rT*f)DAC%cVJ?SG9yNu=}QK1Y(qEV4ZN4V(Uk zhJVY$w}C)T_4YCv@}xm#gDcC{!+edTTkv2=uzTKrkX$$p^eiWFU<{+A5bnvu>9_`T z7+$wayJpLXUOR7kYO^zz76ob+94hZCewe|S{uCVt)l1Ulgh^=qJqfF8SA0e3MkW@n zb^2`KT%32?)hcdZpe|uOcp<|-oDm`)QGhNO%^bG9G&;~2rt8fcQRQ}TBEM|Z^g;dS z7=yDG44jF=hf_h>uC6YE`T7~RMV>3|)uac{O{{sM@DTq{>p$O0SP{`=8d>=a$NyTS z2V9lV!Z1jPp&Rup>$*xXbeZouq7SL5JC39yHdEAqD| z3Eu@yQky=5mQ&wbIXZea*!VtBeJ&f4@X)~SQ+=WHvUf0`0pz&LuIos;H?hL4C^c>` zapao4&UM~;$NXi@-g@pD!H^xUKu+hl1ABx&H9PqH*ge)Qbi(lVX!g?kALSH)D2b#? zH(W`qV}T)C;u`KQs~fZbT+PKYB}@SwLaJSSrTj+|%HL9#iNRl!k+GA~un7A(e|N}| z{qD!MTFvc-$qrLGAW3^{-r}B6Gp!3AqjH6GX76w80F`K;6Km@gte?wm2~k|z6_newYFp4VQbU>f_VQEySNO|d7PH8z8o zf>#I+miyrn%0rBkJQO!5H@eF5|ZdVi*+5XffXddhkuw-F^c}^ zSFU?8q*|ffTymILUB;~{W2b-Ut5;7uwit0FcXU#tz|9X$D&!LSsApeyY!^Ilvz^5H zHzburJchYq0uvA8(;bR#*{&P@0+}ZavZ!A2Uo@aZDK09jP-@7>`0Jon)Z)`gF@0dm z(_+tF*B>rr8z)K1q=`dt^=;7ZOchF2YVBL6!Xka_JQY(Ze;z7-w5yg8GXN6JY1qhs zMr3^DCx;BzUw;i?38K0e`!>g4e7zLk{UHaMBRNW(lLSbMtneLbrZR|`mbaJOK{oEs z?IuQw;^7;<@Vkc-Ck%3btl-zX(9;2kh&U}SIzLUgAIA!)2`zEr7SJ0uvtJeiowl0uLQVV8+o9U)1X&sj zq=D=X{PDz{ql-068b8m#pKJq|?2`W92t)*O{#0}6UD)#RO$rRflgte|Y92+NGo@}) zsKihizge1E;SG9xg{qdZZ^_8r;X(pnD1H2E6cJtgtW=^za9k-8xN=rZREcEvXSk52J@|v^fKOJG9(Vc z&?*0V&(2gs^D1y$j0i^y0xTN2o@&%Ud9J`UkHwQ~r1;miY9FmsF1SdF`BlLz>*grOsXM((_eJ>6kHL?dAEAan0naYMItPthchdoh@+t zt+k*F=;Li3YjC}QNx3Z|X(6?$vY>c;NWE@807BBCPR+gvrz!%h#Q1-(5`W6%uuGR^ zuTx*xppH)k&Z01r?#mF*Z3~zwkg3e_sc|lAjk(^#qSPmb$T6ondUua;;FIZ1 zTMgPCp*_H1h)PbRmx~^xbMgD0+j^oG3{u>8aY_|elS@g%GPrhRna4MbHEf*qa7wle zk#0^FETy}bILgmBHV6{kSoma+5wW5(R#B+4! z5ZTdO!@q}DX+`tQIvY}7h%6HC`5e0up`b zsQ?Nu9|c^FJyHPH_}3Hot88)nfUV?pAni$C^FK)c=i{Q*frcHS%z5dm{;xNq;dX(3 zet|dTwTCnIl=0tX*u~$N>7%M$Z!&3(oSQkH{&E|PoAH0uB{;0kT%iI3M&{w};2)^m zN+M`LRGlrA(1{o&2>nZNLXr~cOmb|o;m`420jnKD8{M&Gdg;YmqUreG>G9}2KilB zU+=MFuA4FL{b5%9>qh@|!G8cH#g~1i;`#m`RQiQ3C>3xAWycW^3jZ#I|M=2>y;Tyz z%%FWX0aUWaBt$bFDP-vuiwyvQiY8y7f7;sr@fi)Te+M=ZuVg^xlWY4)n?{2V)6=PO z|5o<@cFKMy_$yY4<*yNWWB)-Y_&2`zm5%-cD9Ghy@9uc6|DQBN)gW@;68=~7>u=rq zE8&!mFf!y2F$w?lV-m`^f1Ng_l|fE1G&6&l#8iAUrEsh-i_PcoFORzeq16&j=S}); zH8noJDe6o9H!$uBDLL+Re9Z_ysj8_f+wzufKD7W$B!OfXoo2hQD{CY9;UR|`aX@5e zRO=>)$ZXX&^qttJ{x$@C*)#k5kFScgec=e=UAyfAN4?N1DJtU`=W`!_1sCyJuqt-1nIaz zdNFMyy#sTAXJ1ZM$2~IbEg_B42r2-t~l8~fL}}Gp5J5BC)$3?opkk}E=M!AhT;>qTAyTU zQ$eAt7?;SlD80P8`%A?U+k^G9?_F*i6?iq?KK2&(PO5rB^P$_%5;@M@PYuHd_8dmf zuikCSp+S~6YVvJlEtyWjGJWb=YsJ2Wd7Jj7?7uPVx}#}8cYeah#%h8|G5+0=)C+zCSef?+kTufMX(1O{*AbqgHb!nUAOstv0!&(r8qAl`~c3eY0=5BEIE1 zOF~}TJRCmwR?;n?=K{4$b{t=EBXJuX<!ps6c zAh*`9t=6W}>YW#VG0nMk=#&3hc5G31sOsp!YnVoHUG7qTv0?QhtV#d;TtN;F{Ku01 zM-=3@P5dEUu-TP%`X9CQc3+6^zt6!Xe-)a(LQQHipXaGO1gYbu;p*?-#Tzi<2u zHsCwV%)D=XL>)O&ySql~;*nshob^HKqX}mt7vhw_R`t5Da&zQe)Y)C;cN>Uw z7S#L8L%hlCXgharYd!RdpiA8%ZM6rg`3 z@`z}ZO4J%{<;nkv`hR@}{U`x6)0uX8fS@Z2f6Zyil9~YdzMW5-BVdadKDPt_4Sgx6n4I}Lji8ErMw4f z(g3Q1PYe$K>S$^9j+L@LR){X0IEMlbKkKO{_6bn8H$R(c6KF1$+;B(T{=`dCyH zi_YTZUddY-paFKTsMXdX@OBt^h<-~Gtk3P2v& zC1;w<8X!(a=+C~EqB^MeU zG_@~V08m#m&-Hv<70@s#Lp$_oq&b}pDa=vJnP-pyMil zu&yhRO~&llCY0Y%|0|O-Z`4P7D!}_RBzjJvW*Vr->^MWeVz#m}wOA@wl_b#?P~q6c z#{V&S$JRgr2=p)&T7QvqJ#;QJdz#&)*Yw0!w^5aQe@X8dP|-ZlLuzTG)eyk5u#z3) z;=uE!u27*fqLTSIxoE{n8P(2WbD|C(Gy`+7T2$?=#xpf^mBz}yY5zNG#LQDrm?)U- z5xk=DVkxYG_0Vm+N3UTRf&%NLyQ65W9v11m0F@c&0hJkT8zj_Q$5}R8mJnO|))s3N zi2clV*_;)!a=Ii{J`3-HSC5(y+UlX2J^ag90WqrW3(OArukB<~zTAEAa3qZYgmYi; zcTEKlx#yu-^;Jxg>{-h^j zbJR6raDwjs@wb35#8&6B1|qb`q+%|9$-Fc9gPKj!DK*FpK+}A(A(r<{!qB^kh|u!> z+FQP@v^ZqP z8#wsC6XjP%`{5cqs&DRMCPeRvN}N#Blx@3E`Ko#V6pvBVr)>Uk zW3)(-K0$1rv}PHoXKpDlMRbpNg`2A{zyQQtJde`L5Sx*@ z?Cw|o$47sZD4|YRpG|MI4omSgpbtV}AS1C8m>y-9TJC#-0b*!q@Ds-ZFfZIOlYJk+6ZgZ)U zVex?W%Bd8r1?p3%10&UjBjR(nH1dqR+kc?3sTU3(4Li$Tw|Q%h;|f85bE-8(VS#OZ z0@6xyTsGzp*i4es+>@CX*6eLOOgnbmybHEEE4yt#kKyF0Tu8CJ$dE&u@&f+jQ*rP8 z%LY;je2ypBbaXp6ypWU_pRc}afK4>lj@>#gDymzV(8qM!)pb*MWy>AA3=1%miphQ_ zd4qYtTZYO1#(+OE8J8!aW}l%3XZf(H*QG%f;khIrz!fLxqG-?^a23EOVkQ$T(<*;l zH9F9yu)2ulGcsB_?Wdzlb~Z9wUu%rwRHZD;tNRoUvZ_v7zxt>zB!+L5Bt30mdp5I) zaTP0*^Ph&I-Y9L(w5ZySy=hQw7H;X2Sgf5b>Tn|oGd1PB?XF=b{3ub|Va;r6zJB@& zcaL^SI%dd}h;L1CF-y4ZA}%YeKM@kwQ2vO4b&UMJJ^Fe(bW>*>F0JDfy6(v4Z`ydvfRr&_$4L`+ZMzd|>PAxT42vFKThW z{7LR-HCmk0fhn_e-iXEr>uFI5gk!!dWu~4!P@zNnL&Z&l0du!Z)2-cxEWcIs%dfc- z*&K7hdcO8Y{@YC7j2uoXv^S1iv(~!CSis&}f#q;?)tZ^3ZUv?+ljGtv*98h76J(>y$~MSPdwmqvWz9i*w2JL0=m zZ%;A#z@WY)x~s|ig@}v66GQ$MK^xWi<-AqU6WhXsueN?Uphm|!x`L-}<{%_!fo%*sMr(PRj!{yTQulNg?*F2W{)>RbtkjQhMv}$&k?dWqDehW>!^v ziFup%@V9V#zG;nd(OE})Eh~J#klAp0@(pLLd|~}AHqi;hT(SN%`qs4lq!o<&n_c(n z0+@D>-2!DR=dJ*m!=jb6OFjQu-u;UM;7>sCZMveWUOeMTV*|2JrG}Q5HeCa4ud*k# zSxlG9qt!l-GQ~seLpQT_4bDzx35fPjNfS}%%)7fuvTxNJUDC|-2aO$jjAZpa1d7t;+IoBC>&T`&`BIIP>n;z zdj>NT-vGARqV5WR(*N<(M6(9T9&c!t0(kQ(}ho+o+b$g-mDW}H-L%8 zQ?p&WFcAT7i*N8qTkE-hqkg=^UCoo6-vkv<{`d;e&FZtS;u^1m&T|FE(etN*Yt zw-0)w-RxD*-S+NAv&bG>#m%@JJJ)yq)?Wnqk%B%|j&)cxdunQ&^uM^ph_8E#*bH1D?;TeP+_S>yO<;s160c^-?xZUrTrqb`XFRqU! zq}JV0FFG|!2uUncWY9=Ie|j%hArz-U!(U+Hgpr+Ub-Z}I5>LmjlnceC4`ZG9eJ-(FVuaK9al z@Yk>`nct;m-?kelako@ta)@0#;^O5GO^YTpq_)j9QeHJLT$3T5>5E| zy1FEe;)UJzPY3q5&!C~rI&7l#&bsy`MldYCg&snkTUI`}khRF+)aKSVI(vIaoi>5$ z;lLsW!lDgkbm5`v1`A0XJ*94=w*IG;LyiV)qTUV$`I8GWc{N$FY^z4d#mXr+Gd^X; zTCa}xnXa}b9P9U-Dl;C8lwSOBx+!Y#hPI*CAHm^&4e9*MaL+kFJuJ^9gpZ9!Zm%z)^zv2ldaD;s!mA5s}qf1 zzj?Y!&RBjvWY{xc`x3Kq_BK5JYl_*1{*#VTfxVHkPxxpiPGJZG7+W~m$d?5C`ty2w zh{LowAlUGUDh?TY*J<#LKgzMWkxlRzgxTtk631C4HE|7(p3f!5Iw>7{Z2+@SiD(U% z1r0paco6Ov`+yx2CSfTyF(AnPjUcA~2Xa zuyx=fg(vX}Xg&zJ5!C(9Qu4P$2Z-1m%r{MyT4KX5T4u}_Y>ul6XeoJVx+&-^;dY9f z7GvdRx_p^r?J~Cbo;43Gp3?!^F{n+c4jftG4Sacmq+;y6GH~?Uo6W3=kf4 zF_oE3jab*ZFlv;_0DTHB;Ar^wH0XbfA0;yk*7$A%MR)=g`OsoP@D2#JVJmnZD&-uA zg?CoPtX{?|tY2*oW6Pf^Bm~0@17wMX;k|=f)#zzyjE3yv>~*|G-EenHny;TRbr;5# z76Z+2lAJ8 z=%Mf&e@B_T@iJa!g)-jUqVy_b-8ad*D-TLdy+xCT!3R2gXxc}L1W9j*fM# zVhz9@8m$p|s-Vx|V5RilOaw3PYboa({KGgc#k7FjO8dyWZ#tg6fmSF>;U3CTh%Mq@ z3i>adyP!z(tgRw~iylt|nA>pU7V&>{@Wm@NB7Z#m0(h>OrQApDl7!e*eD-nOu{mv} z8HZ=w2*FdWzGu&R=akybB}4XvVyYg#b?FY9d}P zEx3;BD&KvtrdQ8*&Xf}63MykTiRvjA5zYNsDfI^@{_!>)8(;$B%c1)JCpP~3k8_#O z7K(Ph$18_J2)f>sGbb5j5#>*#0jKvD6Dz*!6jz+@o^}K(* zZgW<2GKl_min;64tAxS%+VZD3<=F?s_@p9_43c=Ww1no%DWDw|0z)6F!QaR6*}66K zsz$D-P0bGN?0>O{>n++RY(d}|gwCe0FE@Dvm!Hpyx_JG+>|uXLKvLo5eB%BWgYIHc z>B(2|NO|ejI&>Ai-TwBNx&p)%#kaD$26-^IHvxZxuuLz$t8GGx6I4DnNpp_j3e68l`z zN&&-3S&{1|zY=u52JMJsY|`fd81dP$t)8$fyHI^(a(}~n*O2hoMRF!x{VNsL-nD?Q z&d#HWi~>|EtG4&{HE?L2Q+)k%<)!9E@BKg@P7dZ9MihH5SpVy!`ODG*rhZmUOfqUT z{U4G-$rF>6bnR6b{yZmsACCPv`Hga6m*N7so(REJ_bUc1aJB41AoNAMPTqEVfLS|Y z5GHQ>k?6A9TTBqsC!a^xI)hSfa{7Dm<-^)FcOB7>ZpZ3kRYtU?rLyFEnBEV*>)TXe zXyWPcC_G|)-D5&DTH_czTHqTm;`3Oz=JWup!ctr7kkY+lqb~5Be7ZPrQmi^w@BFLE zq3=Rb#Ja6yJr;$5i>r%=e$``K9R|hUIwOAYFRG@EWq)^J?U%g*BC8LHNj;G-xsAR@ zJluGD4Y=l?ah10~{o!tHCgvM9?>)IoEP6hJSwK+Rp_aymqOkWpR{C8$XO~Jp<&xr~BEx>U;^xcoAw;P>F(XZ;?a|n7ftEkWs&if=A&NDOc$GShhCHocBmP4c#AI^4Igf`Gh~#o3R+YV_P^! z@k}^NF4@&ih2>MBR4t~Ru$y+755zdfb}WIpaLyW9nRut9ka5uRVK@0f7qt-749OaJ zKx+Hn8R1ynbRUeXJ@E`CkHv}aimJpp^4xp%8uPzS=L?Bg;<0)bRWbc)QKK7$3-@&e za>=l(H?ca$prh=|8D{TPOnBm-6Q!-QGTR;>V|02|gePvVlDRIv?rwqYYj{K)8Eic3d*_EM~L#CH*7egc}nq z(K0K>eDqHeFt;8JEVa702?H@&(tAF^v%FVqFe#PsQ4_ZS7X!It$9gVcm+1fx5_36b zWZ4pV?ZJ*@(9C@~SmcHD(5~g1N>~7ra6vLN`=5E2M|cHjXYkwk!|yAVgklM#4f0G= zcJ`9@`IshoZTM6NdY{$lJbtRpAzp+}JyXYMlQzlk^qTcx^^(Uv@vco!ESI8UuTvZs z5GjsTeer=JcDvSD(F zyFFU1ReAW*)%}AR3@nNnNdnmC8oQ@8`f_?!L}8Z|yqeTXk5TrT z@EYfMHIFK>{WvXP@2jkK@FZ5|lCXhvhDJ0~B(#@Jr#!w?xgMHpm)R;Zdyy^g>5$hN z!i4-U70v_sv5%wEX!2IrL{bv@9xw`VJ1}F<^2~<4HYW1GG)tJ;J|i0}*R&CDzVUJR zXnSvWfO6yHy*zI|1wCJdU(WjQ^#iO^!C&F&erf^+iFBGY^nco7S(XTJ<*0}KQ~Y%r zl6{+5_TyF?+=Xo^_|)MH4(>{Vo42@?mhin2YnfT9L#uWBnw8v132F;!*bV;ms>UAM z84wt&6W{AuqeDWs7HjXr97y!BqTL*fb#baMjL&Dy7{5wxo1Hy!d6l<$dHFphI>=$* zMKe{VA9z!9H%7I#?J&$@X=-^>(BF(WjCZyp+j$A65DkEi#24l1B#$_piL;qs&`zRb z8c(obi98}NH~<1k6}?Kj@V2rFSjT6@_+o|YvI3zs*<)&JU?nQkguff#t5mVQH%zu0Yg}O)33cHl ze0Z3>swVN-dWXnM3_C{L&-D+ANB1FAR8`^i#5xG#op1OAdLPoz|3BW|Gp?zv+a5kr zrHO)ofE1-Fy^C~F>4KoN&=d)sP?TN_C|E#5AasZ#y%TybA|><=fq>F`CqM|i8_)5m z=lI5&!fk*+^G!X;J(r5Tf$QJ6B1ATw5 zaZ)5g6G7$RG)HOil^18cGi7-s5m+B2^Q8tj{tdpNvfmKBMhyL!TJd*p}~$EuXI1QO)%# zHMsg}sv>tK<2-M}@u#H=Z`OwEN{cPF5b`oSdCNt~qJMOuPGW5W+a6o%SzhZ8GeMe5 zgWaXL1g;|35Ev3RP?1n-@J^2G+BVFoWG73Man#wT_?|fr(nuo|lB0weg)RqF3OfhT z;`1~dHn-i@ta)GRjxQd?nbMkJPOA*|U7%>(Zn{j+KvI>PwD7)~p*+h$I=8$kVe+_o zDtkGP<8!FB+oW3%UtF149D52_&4sU&$=dc_W#Ccbi@}KpRC|(3W7l*$*ZPz@mzmd= z8VX}-#Jvy@dXb;!%Ws2PtC-OF*dotH%5nE!*MJ*nZo-WlFVOcN$>)a<<`oaXD{A znkHyF4>IVPv%J{SFE*1Z>+BqbKjTqqD>(+E>~a;S#5&+4n@cEo%T^C1Xj`j7GFEqW z{fF@8I+uJ{_gXp^j`~L1I;Ns3Q4xdB=+S_gX}COT_{tq*^epV2Mr%6>x%p34rja#z zeMH4w;r#=2Z|x5B=?w()D33`ZS(~%#RvoNY1OHS)iBf=gkag>ffZxOy-gk)|HrCeD zXP{>3I4njj75tDVy*QhN&op$IjdpKdl#EJxqsg>MxW4Bs_nA{j?lJ@XXK^g#46?aC zxVkwpBZH+l;*xbH=XT0C@2#-*!|k-A-uHLyYT^v#w*bRUB(ML2ttXlDJjCS8m)RQQ zpYi?WY@ua9U^tIYv&(c@w^ofkZKkEtC45`zB?hEqA*s{(CuJPkdk*02JdT(A#R2%Q zy}7&)i9Ty*FbX?^LLG~?*nRS<4H^e8$Me;gRU<>K7{s;Kmzg(e)E`s(j&sto>-U5A z*At~n11c*CtBgelS=g<3_;k>bYe)RH%+lAjN`_#@UXMk}&A-0VuD&AfRIgjUx6<@= zENF{pbtF317n0FGL>_=FNk!QyqY9-!t4C{B_jhNc{$LwS%_n}v!(nHmD9R}f%6Ukm^RwHTrpzq@WG4%p z^k#gl(j#SgEhtkB1{XRHFlKBW+liT!4@cZeOvRUBnxe^KUGL7XKX`D$<<@EiP|)mY zy6C>&?A0pe$;;;?X+Dm4;_0&>gXOZ{L8I5Az9fkNj zUYovqr@!>BtVj-H|F%UZ*87XAiayH`XH?`3Umbjg9HYEqtDG)W$pa08f)3LXiKIrR z-b}IBh4rfx1dsg*8lS+@IdoPcO|ecIuOP)10ox^KJQ2C?fymo8syFB^vd@nnB|Kwa zvm3Uq%ni?7(pVt<=i--5k!YWx_4C?g;@XF~#l`J1jg|-^`QTdw6k6mJMo|7jG2tG68a)TiC;{5Fw@;)*$oigSKp1tV z1U6vyRN=qz%|a1w4o zd^i=RfnTW)@8H12wjlb%%Z&ST42(M$6G5)-0qFMV66dta8g6RXKs{>K=62Airy^G# ztr7E(uvvsI9Bv^%ekQ-&Hh!P4lsp&!GCxAWItW_tzD%9Bt!0YjpNq`BuYITl5e?3g zP>B*6s*nzMrC1P4D+IjB8JRm-S7%lNk}NCV`-G=0J9-Y9cwp!Fp!Q_gB%NknN4J7@ zC~&G$rNc=wco@BwH;|nJSK#h=fAPNqWenGKNcj8Maqm8K%d@$X^6{`+Et}y$&OIRT zUg_+~W+%Mj6OH>zDT!Q;sl3HY&4;#$`mUe9T2bs^%Va*%t)7B8;<}7$K@LM}adHGQ z_h^CWQ~I=dl!eA=^bHBHoF0GO&Ff_}yH%L^T1D^5>D=;x?^*!Tl4sM)4O!a1#o@5v zIN>q1x)}Xy4*(pzFOyVBNZjRTi2~^kI|PgNyi>*P1a{%lihJxpJLA59RxF#JR7QyO z-T;GJj7C+8!u30Fcn65{4ZxCpWy{4^Vz(9?!5<$LF?S=mwcMOZ0KGe!8U!W~O1v-^(S zDVS(=Hm!?zc^&9wB2q&?3Fe_Oiu2Odpm_IyhjP)S_g!sXZYbK19H?0j>;~5%g`Est z`|})@nOfv+d_dikwF1lRL2@z}Ey|{&zgAbRHv~tn+P3A&EUMknrSkOXB{@UgH@EeU z0^iMgShe5Q(-HZ6KNU>*k${-w=tI5x1pma97)k7Obji;2d0g&nk$y+r(RTM4=L4Qv z$=7EVWOPL?+-6|6BEJ6NiE)f8aBSZ~&}=pYzly_E4QeZ^y2^U+$qk7j`S&#b%>Wd2=~+#s>Kl_XCx1}v19c0Dn#9Gpka z5f>5~D!C*f(Cdq$PN~B;?vjyD$jg%mYC&wAQrMt%gS>!o^u{ z+HkA3b35&BOZa}&o;62p6tS1qBEJ}q^)bUI{M0g6hQs-i1V;I3-_Yl1MjFh@AioYP zv#h!phAalPBK+prb;P23j!bgN`6T(Iv<^bzv4{6?>&hWqe`<-)ZBVxwD-h3lb1Izjt+?51Q~eo z$l5h%;xaGhkwSAmkPp-!cE8)<)mmE%4yQNP{IRz1+y#-vyYwOl1#bgFtLC82F~yf3 z!Fm5YA;BXEJ|D$%?-r6f?n;0xY+&~bEfJ%uR}4H*UR*h}#}b-hdVXWPlnH2E!;9@T z4ii1gUJw<63=L4ZPOh(Ch7@Pqi@`OIA*Mc~M5)^FYZLp+xB?MWDCDbQ9{r95Qh5>XgRxON3OJ0mgnj%zm+T%Ca;n&Lh3!{Z{}uQB?sf-P-=Mg8$wX z%jZ9hOu8WGuDt$mmhvv^Ey$bffx3!S4HroCGaf(e;6*?9q{YF_T0+vqJcU5mex3DH z(Xyjc(PUvosfN+HvIjaBeWF}hbQe90wBAleq_l44Eig`}6<;az(R}0OVuO-<6TT%pZaxx58yog9bq*8r6G{S*_tNbY{9SR23yMyi_|D>{#%#ohm5eet*ze3>k9`98 z)N?5{p>ShZD#p)xkQ4BJ=b%jL>7>66CohoFQQ<1F32Zu!E4iD>i@L%RJkKv94NZ`+ zNo^joguu!fwRsjsTnvFZh54j2hw7z}Hy2rA95U{wy%`Qq{Z(`31g_`y0CsG^og_01 zFvI%3Dv4Y1O+cgxBxS61r|L7qCAa}`s69xNf6%$&4k}H;0R38!+PM2t0{<8$5_PEH zv{Iz5f6E?!puLsg!QA=+1U20tK}RSoMmrlnxV#?s*j77Burg?TkV?X2AFaJVBk<&t zP)VHSH;Z^8?w0G4h7bcD$0b3{fV+I=@JQiO@Ts;^rlhzBf*fp0Xe>tt`5SQ$W ziTn%qc{mZKYp+R3z%f#q^1k}3MgA%XbgYXm18_=EnT*}%tuq@!!XM3jtQqO3Pj44u zTNvHIHiJ7d!sY|~BpA5A*E;+qt>LR;&DWy`nQS>b((iUI1<@Q-FUMK57D{sPSS__! zqL$pUeEF6L@MhliA@Diu6Wq%WJdc{)?9R4umnk9}eX~x1>fb;961+T5Yv%T7$WtqvRYI1`+Yta0U9L50TA6 zbRTKUwiW7PZc>czqE(7FAN5yhirl!`EBAFFUEJX=FAuXR?W|{&7BM{@ev&sTE*_$7 zDbH8C-?fz7HQl=UN%H(|{0K8Z=tz@aJ*H@z+j}LQS z`8^d#3Zt^w;9BE3vbNcW(c$3Ps*^Jle*s~)JX3k^!-q}&B<*4Ih=E-lE+5Y1W9LeC zdo;UK2m=z^=lc$vV;D8yc#Z!zMvq6QkgApv1y%NuXm8S?&z&P*iAYBej|Nw8W6N({MP@_PD%$c(uPRw*6&{g0 z9CL~(n4=5?$TS1pt_V#F6=QFV4SYquP`ub1hpVPS8SP=s_9Qe{yDY!_pE+ zRxJQSR1L5QTob^2UY=IXb%&f3rlBvWb7B69_f_p z)Up_8nVRq!;IA?FXD+8wdaM>}KVhPIv`mCFUX%0#4IL-BG%>HQmzX6FhPK1xD6MI@hd@KrW^>C3^?<{` zni4IT!;W9G%OJ`tVcupFqk|%HMyT%@N0=}hRjZsuy(DJEg-ICYJWH@RJ``i} zu1qN~)HoZOHFNys0@(|1$;s@lYC#wvnpYo{YPrlo)ZHY`{%2V(!*EH3ii&pBHDz}bpS~!ekA(Kswl*3LvXzzjE2WScU^^pJbD$%uA+^J*+T+l6%$TJVYR<36b5i_Z2#h z2K^LR?&a4G93M5s=Et#&r{)F^Eu+!uFX|Z$>!xT9SR*aaOZ$&*tS?H>;rrNjCu6V^ zmvNOA&$*s3zf-Nnc18PYYCJ65g?_D6KRx5=B-9cvU_9wOz zGo{KyEy0KHrQVnYS)1N@2a!!+#qO>|)+n)XHRdtW*PA>?eKdS>%n~I@EFwgkOIPwk z*&PyaH%{x}0g6szcw>BK^(+6&-id4gz+$ z7)&pIbg+Ll1}>2hFTNOm21<1gqhXRWQ{#*+jMLFYFBKkX%v7N_pp48Cp{A?Ly0dFr z0m6>bzOGpL@N#;zbMiPu)+O5@7- zSQ1x2pUMAPYa$ZsifAgQFLX$QbDkgNEZgrMTSMY1q(`Kd;!4(3bpwY`ym3i{i;|RU z!xhP*WnHM{_gq-U>rQSkQGm?}u*K$4M*s;BX^SXTcKqx}7R~5oQ2Lft0l8OWWV-8C zOBgz$s5iKLiU=vI->s-nVqeNxAiN)l{z?&C6#jqP6r2K(Yzg${wRIP^LjHJzi#^{2ft_no$+Me-9WqS;> z+bs#xw`PIhDJ*#5jr^>uUpFjPW?qwz5u7ZX3hac3X?uh`MY( zJElD$BZWVPZM^|(dlAp%Qvil1rOjd7@s-E$$-sduJd5D1rBe1GjiY&){fSSZ_(A&H z$T2FC^F>r`WV7vO9?>k1VjU%SKk2A$M$G?EV}j$I)}MtAaZ+Ub!DjK|+ur}a#$?&< zjzu6WBIIMpP%zY7RG+sNOixngp;@YL4t=tbu(Szpl$N?Sw>kX-shY^*ZaL|L6h{m7e!{Zae!B8WC2)C~I^T zXE=CnZua%~TkL!rbFZe_8;%s(+-!r7&5tTG`PM7Y?3Daj60<>vev~s@;9AR)1)4;39co0Yib-F~cVqyu%>EfR8U^OaU-h2yNxLe(TW#IFwdFJOX61c)Oey9`?H1tYrgR`JGc=x-Pd&8YmbmXnKS`u9+V~jF zTF;J41dj~zVV_u+UZY4aVjXJka^S)l&Je*zi+%U9iXQ}t6j@dYzz6W|clnuzb#>#Z z@}1r}@vf0G1iWh;U}?n54T1HhP+E-R@LvH?3Zys)qMeF`f8&Za71YBH2O`Onj2;mbSd;ylgR%Y<| zrKXsfV41<}s~U#xL4|--fO=UnJ{vJ+7f_FlY&sz)u`Sqj;!irujnNF&79pZb)*a(u-x{JMh3{xfX#Lu~4j#{8OC zTzlQzZ0mCfKWtk1b9A~wkSQ;E^&MKasimB>fJZMJ!YX|H`68PMX-6AWiHHwDXo6)*DEZrW;BA2}4aK@_?R7Fo-i-IN$ z^7tdpt?`G|S|^Do9>x+Tp4cQNFmK+Srt($@V9vvt8L%pMe>P99&=aZeG6|21850)T zb-0U?7%OoSYpOv>t`JhJ$J0fGjTd%$iO7LCZ}ChR^`{EC#SX|~)>I&J0v%%)%3$@t ziQ5N^9@Nu4#Bm#Vu7wFNuYX35zmoRxP5NB8TAz%c#}vxKC6#!A+jMLgMaOPMIfz>b zkGupZU68dDspIY-p5DNY5ilAKw(?BiWY+5v5G%z>65;6qBUchEW;T2VT#wx*a$}jo zPY~V+nEXtzCt0r)a30zmpY9q@nVQ%Oz3AItudN-)7imAk%OBh%AXx1Sn{xD8C6d_Bwl9vPL3=zJmT194qeE+l5gx+ z!Z0SG#xR(9uEiN)uesW#el6@&*AW%BhNZ;y@a?%z)aDlo%L%u|4!w?iK(uj|Y4)e9 zc$ci`s$+&f-YG&WPoz&4KEK`lS!U7U(HEnIgZ6N@~sA*Q@_RmZM3%;pv8eYsf{vRu(jQ-uCQ;6ExgQaZd&GpbRHRmC*{N+`d&af z!!H6W>D3hZ$kXSS`w^vfwAI;6r{OG@Bj3qrbErm?Fl*0hSo% zbulbq;2q3<=0OO)b$u5zXHUb!#gsPG8ed8@9*wj$;#I0Um!HH%_WAY45zA~r2~V=V z(($t$OJHku^B+BQ6wgiF=n}28YkJ3#Z$T}N(W)*+49ow;K7j#?_!!dHJ{dGBd$Gqj z*4EWAE%GKnIFZqHT5qID44mbr~zwhbko`smY;KoNV7E}X=90C{{bG)n*3h-ieS4j;C5C}k3V3mi2wBSqgR$l`IlxhH6z^!_D029# zKTn<$J|UmlebLFGe(mf3=0 zTcnERvBIj)EMbO@044(;wLXx>9Hj?v4hy>gpP-qKcldmeT^C(n279hBxs61z__1P) zLcdwuM#jCS8u@j19IF|!^P5Y*zwsX<~lH{N{ob`QL8-MYUh29@U4 z;7=;&X&+p*z1LXCBPrTjtFlGwJj3MH${{g!c_1su&$%AO()SzC*?@F->dg@I)Un%J zw^xqTNW3j@?ylv)i|H!f6REiEI-YkcWTTw5lb;TEi-WCiSzkYtU%%&j>K>s58;NZ0 zPNb<{Jxb}iD>6Tt_5oaPT`2k|rVU*9w0^h#M-A$t*4Bin>Hb`&UR9B511%#&MUTUY zPvC`IIj^@ZC|z65Mn!vIi?Fmr-m%Jjk=r%BncM1^Pk~ZyK$Kk*Ys|8@S+W#r&A-;6 zv1#F3Qdlc-aj0RuU3fZ=_YrLs8)zs}LSToO#5X-==QwlZpr$+{6b#Ru**zZHPuPa$ zS8tZgdF4vjCfP@Sj9Gh~j7y~qF?cy!5&NZExXW~`^rd^iZ9eRTYey&UQ^b=8lypBC z`4Z)OpGje{g@%DkQvlOz8emQ~=3FhXs2`Ewle+c|IpKpkpX0tJk3V=jP|_S^VzjbN z7Kqfr08ufliG5q&uwV_LQ2$zv_OPa{*$TxAzAGWCj}@p5Vq!M)h}R-9pR3-^rNXW_ zZYr&{=E-%z{AzZfkEN=TDpz(tRV8UVN?gBoF8+a_8sg0Lj?Ww0GH%bAlyt$XIwWWx z-m~3>=K^g(rFJkZq)OHIz}Kd10BWHUCqeke+BeyhC2Gz!`=2~9V9(bU@N|6JCeMI4 zzT_risAK$WO;Ol)$B*xwMBak7>?6ROKJvfQTXyFNP@@)}ALjmCYNMvQhwZ8fA(b>A z*>t!%!6hCyy4cm7_J%vuDmmAm!l}H7F~}g7wl*7DQw6)JFOV?Z`UbW zXAp~AX9%$f7f4UB#EQt%7Wp`3V@$l3x|lD1;~=JRXsts&YhP%6s-XDEgkvQ8Q!XKy zuegKVq##ce?>p1EL+&7!Cw7TJJ7DUfU_VQv$0~^^qCEElbmjEakf{?LXt&N>Q~K6* z%pw~qoJy>F6=YCrV_}8^&WY1qQKsxk$AzExE{$P^p~5Rj73dC1)T-Mb6HjYIdrhvA z#*lW{1g)EVo1(R~HEemg;aF&QF9||ILS@%ifGAoTFd}y zdPJ4kDZa~WJf39T#n?YPo-5eL(lv3l@v+?noBYWXTwECzM6zHiMs21did^&^4^m5kAg}l8h>#m1c!S-NhOgVbos-ox zdS-7sM{9j{>N>@zLz`A8>n-G%91sd9-a#WLA;edAU_tla8zcyM`rJC4!jL z-uYa+&r-hq8H9(5ciEVEC}8VXeIWb|4Cn*s=wV&6{G{r1yK-~54V&^U7EQv=sVEk( z>f??E8Jv*isM{uv?)V8MNPz!NB6gB`!L421Erw7|_PAwYCQg&f>R4=iM*W{I5`gt~ z<}O?%fqP$ZZH$q3H-Gk;rex~oHSp&X=}Lfx($H@G;GB34i1BX^l^6HwYS==^NU7or zMGcO`d;$)O#5uIY2UVO9D=f|BP^)?zXjd9yYf$TmNv+0S?*sgtxP-*cgu8f&In%cC z#O630eZFTY`C1hOXm9?Gz)86~5J?g<4MbC=*vL9{8&V9H}_Ig7GkSQ1wv5q{%9H1TY^q5EP zt@cqhwK9C1x3A~Ogv6EIFu^$?+`?a^X?l1ld_utn1DU>>PlqNhzj8Ga1|n$4HY)%g zgH+&Wz7Vww?%pv(qz8?AY7-ytg<6f^OFdp$W!~~j^5(rF=gnb?W19dKXSl?rPU#K_xzHMnK_u6TCb8>V~djnZ3~N*`3M^ah#fTX>G$`1@q(9E*tK{oNqv=0?rE63bt8$i59g zZU~;DSCj4S=VN}C<7%9vvQaSx=)hL@KdJ05l+F4o#Ln3_-~Kk^Mk=zZH`FT17C={) zu&SfJ2Pkn#TqGgXxe&EGebeZ&TgMqcxLGM@@fi<0nB8g{2KK6S&9G;{qG3QL#i3&{ zXw1*)vE!XCcL_lOMZ|*4?vCNU0)p8=Lq=-_lI%Ni=xR_XeXzr@u(@|}-$;#!u4IPb z*3Qh6Ra$xXUbWh`lK!zr%DRDNujdSh8=VC@$Lz?h2W8Z}cLL|8SFa{~94@#7bxC zrvuo||IK}dI&;&Ln~ck zEVK4yx_BgRt6e;5q98z|(HQUp;#2aD&RhG?u1{3)z?_aywf8y}G>Kx2y^<#_nwLaK zEW16xK)-kBZM|6+s=dVqd(?Eo$2Z8EQg>@*o z?}J2r1GM7`&h*`7{uM@tW96uk7pD95EN|VXocM0Inr1*<(Bd}`Yc$PspHY?u8plrZ z)TXVLjLl3*+2@gE$|uJPRW*1UzzoRYcxHR^R(Z{o42OThbCH^(8&wPYK{S`+CIiK? zK7CkCaQ#$Q-}z`5GstwP@T|nosT6y>^N{uRKMw8>C6O^%zXP1Q zXS$MdxA|%SuHgRG+ZNTM16SVJ7>308)ft=lydU)7L2Kmis=GoH$>**67|S zPw((wD8#I~xaDP?N)|Ah50!G%Tl@s@hBlWmj8(747IZ2;wf5LAR%~%dZrr)?L7)zi zMdY41oB>^XYb!=Q(`H{@@6X5BA0f51H@4@>+bp6{9FO5TkaWjxu0Et^N)T5;s2r7^ zrsqh&d7Nx_UtQKp=9aoY?ZY5$!^;)_Bv*ak?%|}UF24c$mfwNG0kcoMmmy2dZlTmT z{6UqzYn3vpBJ${IMUX?yokYLsBWbsZu!wn3sYjz{0r}IWkyuf=ZMhfzU0D{W-6qMK z2mgiq1h>4|R4zV;T|&nR5!YyQ@L_8&uM6#Vu_T9@uZih4F?<%H{-okem7K4u*9brq z0O#BxiC`*`Fa2i0*w)`K9*^Z)i&+~)np@7G^?bj^pXn|1?U2tv0cNz10LzK~#EKzR z9wPc8=iKSbTSTKXL&s_e@mBbm9UuD9#OtNzlV1cFZ4HVcFizwPwz%>jxjZ+v0zF5> zwBph`k(nrp%9-O-`w03hS3=0Uxx>V4pV)J9D!I~EG1pw%OBkZvkLj|CyY8v<6*d=t z$ZWL+sIMjUd|Oo}8jH7)Cz2!SSC*z*GnPIb@Mo0B@F~gmXb+zFgfKsxcIud^q>&o; zP=oCa0n{x5iforrZrs>oh@skQT$Q2R>++;yeVN)zOiM@$TwJD8Rj^KY91zLbm1h8R zW~0D)u|DbL1tz`by=eKDbNnIZ7V>}#kEz@Q8kShB=a4iX%D0jGO*Mx5%Bf>W^1JJ* zl1mu>b3+wSfAJy`NX;xjp%HJ;#h~TLYyE>$5S%42Gk7$vj@lwSJwEAN!Y;E3XW$p!>9I6urdWJz)4F z#uU-+Ov`PZw}lmj(OKF>fXL2W+ie-LoylgVNO4NA!U!sgN+lWdkliSf@2D_*GaOgn zIpWxyXqS;@aJmB-TP^442`WD>5{Evmuk|b7%&%fUGEd2_hWgK8tl2e0rxG!q8vSMs z^aqj`$AlzMaKam-Jd%8%L7S&3k%kT_BSb4AQ$^q>E^?Ngg}t6~Msh*Nl^L2hgAhpt zak3`-^)uycqcI^T&X$V6B9!Ctg6aOp@leTy^VWk`F`;S4KAQy}m!;399Q7>a?cJIA zkd=q&pc6HRLeaDnA2S}Wq2xXcEzq5b@@=NrTs3h>73p>9!;ZqMW+IUttn|O}Uj4PP zShZdfW*b>M4$4Ux^C;Tc=Mj-JtD@laD2KSSu?yK5;KVH=5<`P8951~#Wg-Z(5;ofK z3}&uy#7&%8v#~am^8E-f87GYY!ot&@TkuxpBSb)pYr497`g|hG_DC_Wudi|z3Y{!d z_1~J5d9Bb&d+glRsIHumvR43G)@;UQYj&O<>Ga3vJ1cliSx^mMCMm8&!B9pRL?k1p zDZ+4oDPHNwV@H)DUE3I#D*FJ(zwoWbM@AQO4TR&QYyKCY(Mv_YJM zt@%FUL=B-zPs_`^lU7B&<6V#8X0hJZXibOxv9;mV-9ZwhMH%dEac}eB=Ay&{pUiDP zaIUnU0+(c^Qk6g@e8tlI0AR%*>LAbiRXA4iIfK~EO^Y}*a{q#S3*aKQ=e*MxwB7DoRHy>FLHf?IGp)37@Lw;0Grz}<*_s+(?0a>5vQOU<6aWg?-|uxa#hRY zqMml*qwooU9p`umikO-V^(^r0$tbE_L?PQ&3{f$wnA2!=udciNKt#}GhksukpT%vqCkbK+oWcHpQk_qK2lb!b4?^Ze z=p`KnG3LnmF56P+WWknYqYb)C%I9MlS8}v+?pN;Ctd!d6uf^r1i}0Zix@;R`?|WY5 z((CVgF!mjO_;#@Q-G}`1^ZCL#v^NLxbtx9!TevY=PsR|6@{Ls~mDrfQ`%BtE;T~;E zu^QqJL)seU(di~B(X%!|;ON(|&e-aX!VUx4dcrvECY97(0QlU55z!cmDLK|AO^*%Ah7<>oc9VgSReGsxurjsB0viHH0_61Fu>5$fK&VI`S^R z9V&UKuk9=I zcac{^HJo=2KSq!1xjwVEEbV-ho)lJ&Y|F68`GhDuMtW~VzMj^8^i?G5(FO{FM`tz^251O5gmndHlyTdGhnTfmsldeut51rn*xV(3YR9uyKKaHa);sC{Fa@c8@M zU+i98(2dx-vLMtWcS5}~!Ye;#)ihvExHtza@CUamA*QQ+)N`gDIsNH(_pY^F-&s@% z^;IgvbtcKE`Nm&wN)TwfY2l6_*mq0F4n*I@!bkUSNy4JoY7Yx|H0PF1ReUCAoZQBW-#V;f&lwJGFW^ z4^3$Xb?`_F5HyFenmdod%~vp2KDh48GuKK)a>V_&1i{=Dm=^qz zGho>mw^x05`RY~G++$?*=3YW+#W>1CX7BKVB(C9g)8N|Bb`7Eyt9!K5U0wLN-aF$x zvQStg1*{%iNeQ^BfA0V^N~{lNMOC7O_#V~a6H$f%4pz^2f1^(DX9BJJguW)FQd-*O z6|jdTu7;(7n@H0)Z=Fb9ZXyHksq|2_hb-PyQR2JnJucLdV!1WSf4_u?z6Ow(wEpvv z5g+9v&zui_^#950qI7^un{o}a3yRJ$6Q}P)H%@dN-PSL zB43Bf0gKV@TbSXldnxQJI^Q!g+pyx(N`+2n;%brG*B8)$YJ~7^xnJ9f#c4iPsL)}? zncn-rV6#Dq_{|I|KiaahZ&HO!d#uR89&Ra>2Vk>?%;hV$U)uKTYrAr)-8PK%>W^Qx z6DF--_yP9NXx8}?Gza_gKAPOMB7^#0;{A)j{@qBgs!>-H&e0yv>?~cA_55xApZ`O( zsfQEF^%D2M3DUss3KK08JMhghyK_#=sreJl=9Hl@>FiA7$yomb`t@9TZ%R|H#s?ko2bD0(}O6YEc4-?*3B;f<0K@p&VC`wfHh z2N6d1iNXgyfE^pm8)s@QD%Dxre5`lf6+&bB}O+}(uDJalsz=NEY;Nh5*@6h3A?a`Q=X z>4p(5t+uUzE8#1s`8Ox&?_=S|sE7n2Y?Lm|#H@+80AexD>L}0Na;NP6*BSgh16eBC zHn8lGu#7x%gZwKep0QcNI*tzC63?igu<;BX$F{{(-c|X;efsoC6&FacWx=wwpjRk! zMM#UY^uZLT^YDY9neuAF2A^6RwNE~jvMcHZLjV%Hw+fmZ<>6@~H`lYek6|MQFgNX&W}5Vv7__>k>? zs;3{ffB$wh6_BE&*{Tq-`M;&ROvS1tc$riDzW_XbD*gZa%Rw2=**E=(zy27E|M)g@ z!)&^mvh8WTVq25`1t5^sFU`?(7I33}XvB5wQr^&kFebKL;D2zePYA zsPg~_koB9wet+N{0Pa^07fNO!qaXiEOzc8o{J(^H&T_X{e(!xhD(WmZ+o{U1u8u?D zhPnLz@DzC(s&w7wosl}Xev|&EUiOcx@HUdSck|nfo$vh0rsIzPW{q*XAZVpLJo8U2 zEN-U1#q-X9Ez1{iBn_kLAv0(ca*XfIyb@u}dU;21tsD>ofXFe`Q9+&GjCDl9XJx@Y9UghQC zIpxcbR85?MMank>TML7?%`XL&GHOPsQ#^R^s~nV8Ccq%#EBjNS&g}f`Ic{_4@ciOK zfxp$Rv~*825hJ}%HEVQ@^0Zn@652J{5U48E$%fv~*$~km$aUYBoygo1xv=_b-G%F+V|k2b$|@kBnE{~y!60A{%VKOZL_LbXu*HsKAhZqWlyf|oE4 zUH)%#>sfAPxDf&AC@V4fWvzVp>n6|tOM2)gk07`|`CBi-zv$70|Bz&-Ei*DszP=D| zvg|+9o&5cCWzJ@5^uG7DGMy{px$rDF&obW6xfz-u=wdj0v}MTbYEJu)2s!tz01cAW zKQsI2=N0?U!3S+2IL-O0{bkPCYxkh<&Tx`4o7z2o^7~~RZgV2ZSez?i`TE~;+f8

L?ld_N z{>b^9vpg&Nn1p}4LWH9H-Sa&=cu!;;-DE!GR-_-(xY9}MM;aS<8F%E)lU6c6eU(cL z=MGeREB_W-lV>!2d5FDl%~VW9v%<@hQ$|FlZ@h0}Q)Jg`2c0#AHPLhvs=arPRsQK8 zr|<|)pZ(33vjn7`r+<6pcZupw(_WDA$EMo;Gc#x)ZM5Hb)vJ{_pXCjjEeopOJPODV z3O#-L{KXfsw*Pvf*x6{ml`28Z;g)BF=v=l-Lp-8uB}^dTKNOt&W?gS1{#_S}AMYh> zKD_!}3*bMz?Dto)qB;fj*Kkf24gU|>|GTEhZ_2|b<@=2k|8rG-&;74gkG*O3IJ`(l zgyctN7r@YR(>=RrKb)A1O@hmy(dA1HG(20O6;}&e*nci0l-q3K zLFlO;Rrn*%f41+pdoI-D0a1C^I|ju5mm7aHKJb99U+Z}LiXgUZs&RQKZ(-{q@lTcW zBhjB_WY7a79H!8Wd~83JSzhsUyX@|sW4%BqA_>b%bU zlv%niJZF?TLFt#~{U5UsO#&v2*-A@8_5V6eCM__riA7TXDDICA_q}Al{3E|ba{9bo zjaO>Z|5%it)4*+j0drqRGVIs3{P~uDl=uJXMJ^cc#N7F%i~ica>6LZBv_P?-bor+) z0TgL~H2QA7;gz}nai;q@36%5vS?=Ly5*p$EeXSMa!I*P(+dTgJN~461G&8Zx-n*8# zxfDY{I;dkh{@*4Rd`JLh@$y!d3xNUSeUzz(`9BUhc^15_yg0g9Q>naWdTZBLw-3$l zg$B0$()7>=bZ5D*El*$lSLNDK%^#Q_?F>zRzkgeem5`)U=D3P^=wnI_0qL&UFZ0PM zyu0#nc=JD68#wiFLAQer$$UrL)wKFwDi;6#MFnr-*(=`5efVG3`X5lDvx3QH_+tbb z-wSxs>EzkS+G`z5l-1%Q({ed^d&hW?JhCAR{&q77b z<8S`s-d~1^ybBpH`c|=NJAYLXw1T94tVE`26~5B2CuIL%BsSy=wv?BYanoRYH2LfM zbAq6;?y{?q|HII$b0h_p)jRf2z8CoR+d5R}@TJ40rQOBVo|UfbGo`Zo-k2JSpDXE? zV*Q!B6*(}@L!4LwQ)m`K_qmqEIHsKk?w3B^30!YAl`R|yH?5ePUT=+Bqe{JVf$6$9 z_=~A8=4RO;dalGXf%^2>bd$+qVh6fjO_297*r_m=V*}^W(?QlK^Lp@}sq#on8k4Y0 zd_HDc(DgBBD2!%F+_l<|PNw$#a(iMW_1EPGd1DZpYhon}lQGnd+xDZ4yVT9kA`610 z%;DV$U7wToDp-lg$9K0E6AA4)_tW&28C;XZbBCq|E-EumRD4;;A>vw*@bTW;&T^&H z`5b!2;LtP{w>*Yqp`he5*3%H{yd)3zm(N{RyA^3FbTxwg_5V<(Czk@Xfkj_yQCw@J z@8Q{rTYlw!R%&-|-%s^6y1ssRVY}3B0E^an~8rZsam%Ox3ko2%~pE>FyHTcpXC&MUv*hk!$xsx#NVaE}vd z(=h83)n?1lJLpq1^Nz=5)&76%z4b$rZQD4m2#T~yBXui^G?J22ZUIF?k#3Q0kR0Ja zKxu0rHIP#2?v9~IIAS!65t5@B8-wq~{X949e%{afy#K)WH^z3I=W!lg=W#Vlvpq{Q zhh{H*i!%-C^Fpna#!z7t{j49vnTKjyUE&f^g**`DtrS@{b9?;0BbtUYU@>nd?^}ho zJ|^ecOVccIiJl6i5m0X=ba`Dw2F&(F+zqZb@$QJUenke8{-e&P@`1d@tq9RIw>(7_ zJIVeAMB8q~dRRy$#_dNEO)5u6^yKB=<7iTr|F=f@hgQGD)d&8wQ^d=;XJjF4`x-T@ zY0J&JFcu%6X5B3z13<*Jf*{`P)t1tDz1UafY@0e# z^O*rTVFa%Pt)2bQD?yuj!mpdX4seUy5g*v>V%XeV**L-o$dH_4i{V zlJ(t)Qd(0ysg__gr=*1R{zj}c3i<2x6nQpzH;S%qtGcDaDpO7HNFgmpZ;>W!}&eb zNIP5yzodrIVOIlsL!}P)CJ6Rw5&PA1Xq6X&{D%Ih#F!qD^m>~!8XI>iF48fxLcU(< zc-8-GdhPxeldj2K!;-4T#aTl3E^t51eIK`u!;G^y`?_mSo4I`&YhyVO^1~nUATyhq zw@mB7(mTPjwVH%ZD_Sp?c$Wjsxy-Rtxiys~F{4wmh1R3*$ zxo@EZdfVbP9&M2Xu1SDjn7x-=GpLfeN+>5|2qEp?SdiUBbx+mG`ft_bAe_DZ)bnZ) zm)j<8QZ;wPj7426d<}^S-OjCrhS5(Os}{;31E&Okbtd~h2o{E{V= z2K;=f0{;v#3?G7?|EV^y*6iuE8rIXtf}}8EKj*06(Qb)aMk=sKb_{Bm8PUHGuVUph zo8YkFR#S^xu^@#f9wxHHE6MxJw_!`whk4FF z6pZZRQ>=RKgk2?cwTSV{R=9hT+ex-R-Q(WCDOo#RxzWz^2xC-sV|-^N(ba}3!Pwa1 z&cMvQoG3O1jd2@$y)jPHnhO3ZJ~FfVV|(OQ>~aMi6{VT4&lwoFfN)h2D14GAlAWJ> z*y=TTqs|-6|6#ac4!+(>Q_SoP|fVu@7I*y6-}1ZfiMhA$f0m zZ`I_JteXDn474Kq9rt*r)~?-8m#y1+e{PR>b-mARS#^7`VXt5V&Mk~~i z0*?fYYSWjuWC<~G|A%Td_aP;vpo!gj{l#jcLty17RI#0_p4vi(s)QwGn@KcoZR+q@ zVG(jSiRAN-W#a>X6(3Cdo;TU>M@}{Td&`%T$f+uCALLsxKK3;V{{vKhWD7iSSF7E; zkzQlxZF~;}Ox7w^MD+ZHU1(q+{9S?9HlqkORT@3UWLBw%oYREAY+_0d^1yD?(o)@I z=yr$FG~n-xwM@eB+7BddscvZB#Bdy<7;2%UvJ9{f*50!6J(FHGRK_2a8$gU94h`Ub zG1OMh+Q`I+c6{%lnH=3l3ZA%;EN8g?`Qsb1hSa_!$SZ4l9H-t1& z7+a{Q(9iHwzf-N3fMv$kNS?n+qrzv};B%j z=1!Y?I5|J$TiLMfz(;p6^;uR9lCM03gT(#$&o}5sWC$06<9o-Md*lKauy;z066kGc zgf#cyX;@_YT+4-;6>mO_4qlU5@hBA-ZywaK4LpCdXim5y zgdaXA_{aM6JI_|e>)0A;ZB*|w^Sds0gWve$Bv(-xqH%>!WbBa-P(7L)BMx!qH8;8) zKLo!%T(1n@=6!~16Gg>i^H8!%sHv8dL} z(WHk~ELZc3I=M4q-GR~=7h39twlgs^2GbN)45qZhZqKm&pTfhvuNK>dmECJVzU5!9 zPhtv-zW*3>t51+@YUiVd>>d&7*W_9=q3(P8fu*Prh(idKlxZYRv z;z#w3?anzJFJ2N%&|`dYM;cJ^O;X!IcjbNHe9Xi zZ;P075)=zy%xS{Ta5dM?IEK;+nbwx8vEL-N(Eq~%oPn@XY$wZPhlTP-G=a!EqI*Iy z4Ni^kx(eTP+-z^P>zo;b`|(+BTTM zd$^b2)L6y-DAUh`VF~H$EOyV06GEQ}t#yP<$byZ`9jhLKcx&rrZW_>z$v_8GLj$_s` zQnmX&0A`{NNb8fejz8af$lJq}hzMim-bXVxVH+}R7!&EwIeAmT8a9j90@z5yl+s3f zUoo}6tex2&_E>I#ahNgK?5~o`w#|i`0S%V#dgEeKiqxv6J8W97ZPZOZ!PP&;vcKyw zsCKrjk_~KFxfCy{0kaDgzY{n_=;!yQ%rW!v=Fa_wBzQA(2JSR4K}pA^m~40-sm12J zGFr-N9j~VY_Jb{S6IyKe z{kDA{E7JD-I|qaJ)tT#`@>qIcaag{^$C>wdjjXYT?>MuQ_`&P(5+!^N|N1CtZuZjN zo79QG_dClZz0QqQIL{KBN;6{(=ev-}4hOP`hm9}_IBrYk>J+CR-gFq|#n{6hgK4NI z1oD-oD;BnHOjIKFS`N#KvEwN0+VY4XW8rFrO=U&uT$Zm_*M0j+%t(HURn|MX+K*4| z-!F{hM_amNiT9U|8F7aF5v2B^U+Y7`Ba(CU($|G@6M}D2*f|^D+c>8fm{v5lQ?oU@ zTSbZ%LP6T)IxxMWQcc{!$`%3-m_Jr(3HC-bZ&pOa)n7bX9r^W5E6LgiYP!`IofkY9u6I1 z;FW?joVf4jOqyA4uE|TB7yek0E}bSq7Fvg@_4Xv=WBj3h*Z3Cjiqn@LgUPf-;1{~` zC>Fr%1|(B&?tdc|~l95_CHxc+nUVJRv8!#MOti zY5B2}WIcBPgas`N1%7hIgr?24-i(0(miHa6%UuQ6c};#GIPl z%H1HlJ6o|wE9pgY=YQtx^(>f`sz~z(rZOPdXeSj`SVJ(JW~LLEmj)YRxF2^e#QQ^Y zfT12o=-%{$y}Ri&h5zAy0$RVDTjXl9L-_~hnCWuEa&Ku8VTZw?r#-Hurb8w5sS}3w zQ0Ux<;LewwRGZ47&qhDCR-B8OBLsWbw7xj=^_R-NsQ5Z-4feuk0OeCf!)w3C_1Zs$ z7vP$j19pEKiArN`iY9#F`0D?)zYBdkeQxnP13Su6G3bk&Y*h4JFf2lChcQPg2vgvC zKRLQcdV;}5U1qLvjS3Sb7SsJ&>}LL0)h$wy_Jgc5Z)UcOVe-rkw+qFG|42!J2AMFO zqYAHd}%nk@wEG(#6miP(VyX`1JriqFAZ3j0xO9})w9=SFW;7jrRQGjYG z3uBJ>xfzzJMkzVJwZ|r1>e-e-9s^P9zhDZ(5|)M=)fFnKpv1@PpBR=~HQd5}eu$a0 zbXPrFv^XN9$th>u_0xB8c%1E12cJeA_n?vYZYt)BVGc)`BFPI(0J2%PaHc#A)#VhvBIqZzD6z(xq1w>#YZ-{s$Z; zZwA|WW*9J^=uuC}l(=N^&)$-A;qV4Fgzch5Bk7Iet$#C&q*Te;@6v5Rz zLxK^G6(`g|m8)9UITpOH{SrQfVnBZy-5ftUs(qBbV^ zQU{zzC9>bFo_D@|I^|v>IKXaQle-bIjO!M2VvJG0TAP)8&s3t&LGptFX8*IKo<~4X z?*p;ORIlILYh9^PVi!!AZ0H0u=bA%uIBS%s>>qjfJtPg&G{MUZrN^#=GX*1XHJCm|CKM4mM%O=1+Hzpfv*{_wx0|IR>g6#9Nu4Tqk& z@`9E7^+}aK@9BNzR%~!`%UZGcuBOJDofWI7Rc5@TwwHLh0N-hW8oH_LDVT&)6g^W^ zWbEpev3rYh8+^TI5(#_CVe5lwN$skF#(Qgy+yQ?qPd_-wsVMPx@J*YxF{@WmRUFJV zNQ(cQzw5ssQP>osHssk&lK>@Gw|kf@zh1_y5B@cOW`urI_dvmL>=%pB=nrsXZd&)z z9<~Ir*BkS`gC5Z9;Q5Lyu`9cK0S2D;lQiXanpSHBD3B&sZD__XYZ!D=qo6low0pva zS9T{X?&;0%9>>c-gp6%BQL9XT9@#`k>9{JEUWJpka|F5qv|IUilUTiCN_(@X>sj89 z)`pPuV_q6&+30zGp#Nz7bHb2MAk^tPuSBA2#UR8!s)@RgBM7@J4_2N}2ua5FynyrsbcPxVm5|k}x1cavW{)0#S=; zEd_gsqL?k{zBnS?7M!60=o}{YTH|#6Id6X_PP2XE=_a z=;iPmSAgljzP{!IP8=}`WX9Ui{>1O^{}IuF<@ya#z~sDO{+iFUMJ zjBLZ#hIk*Z@LdyN9T~IUwZ4(;ck;DL3(LSqBjDqx&*ZQm@?ywP6`v{3c#L;nE?9qdN4TH%Lr&L*!iPy*XX4Xi8UW<&)zHivzaW@1yu{x6e`c7pF#lNBh#V! z*S)5(U*JbH7kU!t*8IHGv3?VnTu{iby%ieeLX3laZ2+EX z_lu2pQEW$FBnh@9|RSMl-A+kLSeFb?yy|o)=`y zxe!k!ME=d+V2Ji;yLsI#$UnP^VvMwgY^Wox9s|z`Q+zQFO>5d~d~S{1 zb+ovlGlA48Ep`vE(J%J0OsMm{)Bgai94^Hq=wz(UQYi0=7b&&9vm&lGqRo$!>bH^D zq3^jPfBtE?Uh$vysDn+Un<(Awoef#3oq9R&zUS^ms*g=HZVy(D1Sv1qEj3u7a*=W@ z&VG(o`Za!*-c`7FK?*XCdT{gRAOZnxG5*`wXZ7xwx5vT4B0g*^)lXrZB_!TR-pYXS zP#m-5x>X)To}m&;QwYYhSj-pHek_vP?`%cU#vlD5;D=ijkv&{qi%<1`_0@mdw3UHxWdhvRgUxzj zD*UQQdTzd*S62M0Sh=iLkzAk4QTKw*Sn(!Tz4&`nsFd)^*5-)Yo!Ob~rkQ3k3Wc)g zCT?yPdv;k}x8kpsDREI`rd7;P2V3%Rt`g&4#?LYS7jU%Y+&m z(Mi?M2Fk(dmGUrNH6@=B6D%^&I8bMLCvU}vI9DOX3mi-QU=@(y=f zWb}~0+YIhS+Q11T>}oAZhxmdx&L2{UGx)3M=@u5nD&cY58>bq@+8brD6pH(~=UP{U zr&x8{r_s6^Ql^C3b%<15P11BWvp9B2&v>F9CV4n7AxujN^DE)Ue0K4_bMUOW-XdOp zZ%JXH)@&cSzA7Bp01g^?$Afa|-FN&yOHNNO^O|IoBUm=c#S@xBL|?DfGfkNxzS&)= zY^#G_z!7#H%ZBa-3Md||BM@BmjZtdQ>?~cdn%x_OccZQHcNCtH+Ic85{0G!3K#$6B zNt5#-t7Q%kDP!A64I&B>`T@#)xUN?DQ>4m$qGLV8h>3w_Z+T}+RJu~S{zc&}Zov>k zbsUK5vVVJ^Q81O1mo-XE&)I;lF7YcbCy>#+K1&u3NHAE<0iVFW0z{b`o6MP7s$vyRw490-3oXvy9Sn7` zNQ^A6-2PXlaQgLl#HywuXR2{S1HP_ob}1f6LB=ijjFh~cp>5o*sc(_Alrl+*IoNGj zXsM4pFO@NE>9&s!kAMoNGMs}d45@Kely&IlQf5x4Pa=*wvfk)CS9@RQGy#|pHT#fpmtJM7vHU68i)*q;}x6V{F;`}UQO>!R+uHoSUlQKuUY90 zn%Q@q@8#h8itiR}!u~{8l8VG%b$pw$Tby;alTEhL-|PWt20ZH4e#)oK&6KQCkr+E+ zLCb+Jsl7@y8voHn@E^e;s2HRKyb=;9Gk@9E9@iR+<`xNMTGd}vaYMT#8y#Z#+m(}COZfEcRjMVGiVK} z#l4wnJx-^x91^0z-sSw|Jl!&0LtWk%ycawSis(?k^DmNfN&&l z?7qnKj8o{Ki_ntyeU)b)jdlz#91XIs`YpUi%irkw2s@v&ck7OGjwdM~D-N;`&po85 zhk=zacVC5i;QR!GG&4apg$)*%0?=5HoE_5DJz2uFaS`46RXBn1aR0+ZYdNQaxc~fM zZ9M%aYbN{(UC)gKK7KPV>+ew0RLJ5_6LHEZ(eUYBMr8ljD*PFU0$D{K za&*B?3G52wpjwX0{*S*W|GQm4r6CG;as0)+g+=V@!*l1ljNX$hM1(9LHtxiaa~^KR z4qo7kW~;vyw(}9MNx5jVxI~S5TXlUsfjP~)Pvc7Km(S%4F#QUl161=IPd9c{LNl~c zHgKWHgvwDMla^fyNToddDnArYvPQ884)T-qKWIy7Ju9mr@I17ib}W7QreI1U;y1;w z*s1!(kvQnf{QI~?KzWzb3ev*ctxPEwO;mcw7i~rosZqsN%dHh|H(FEBjv-$Oq2iVZ zr~=bwT}4<^gl7s0p(woOryK$H4@jn7kFn8Zve^OSy=et#7fcUTu>;?0Yvijtz*K_sW3K79kWMqX)beoFX4$CN~P zPcpM}Wa)>8q)WG4)ei*puY|n3>6rS!wU9Y2XjO%V^0;8SBYMUg`4zo1Qm3#SIMu!v z+6ok*cBkC>!D0bkrtTe-Ef!`qJjY2T7&4|Uq;{>`8`~`(8)}p4Bd}7|CwWOrQluxE6WJq`Z-KRhqu;`XtC z7a25}G0IaAE+}|+mme*6@3(-r+W5D z`>k$1?6;#jc{$^`%Q;iAT_p*%^EISx}?^jJ%Vo88J`CJb(a?PI2YLAW+}VRa|xprzVH#s}YGja=q&lWbPE zsOK4}Uz1~>lAXH?&uPzk!b7sds0!2MJp3LapI8hey5Dg%&pAkiff*%r&6l^_zHc4p zn+ibidl#%bFqe-uvWHR#l4KXwiZO>kDU?#V)N8E%8IYO4&f4|2ID;|#szqmJ{%h?7 zk`J_>jPw2Kl;$QI$b#MDqs`-=by?k63w5aQdf1Nc%^%ShZLIuBOTa?btEUtgQwDtuq_X==0Z9Ot1+<*P{NzzPTDmd)VJeSyqRLzC+%vaPZWK`#5K z^`}%nrG3}fQ5lK>BIAUWB`sjW0k-YFn`93Eny=8+t@5#!#>2xmrXlZi3&s#fPcd7f zam9(-E8nP5)Km5RbrR>PCO5XXxCJK+Z)F{bqX(uAXCdovN_ZmqQ-lkvNfF>m>|~C4 z+9X0^S?%Cc? z<(yzL<%FRQ4{20A1^IFHZ-d>C^aL6;cvpV~y5iBhBx{3O-t%YnqyldCP#7j>M@>Dk zc584V3AqFmy;{7{k1BHl@iDG8p(A(uZGIH48M4wuV!AN|yDks2#nNm=&%!r%0~hP{ zRQbDtH?;#L<|cp|Zow2;yA?z4j1lh?aevc)n6kfwfGXuB`Rnvjr!Vi~J6`!r8@&U0h>| zmq?Mcc)`pTkE@qIzm^4Rut$uur7ltou`&TKY&-9p#RA2>7m9(HF5b-dN`@wnTaH%I z)m{oJDac|wu2#Ruw4=+qbSrMMQTq^uE3gqJYjRqxP9e-0DJ9woCY91+-KsC_IT%qgQLI&GXG1*7=&xkCaxP3p$q$w}_vdkq8~zAZU-^0SZLIOG zxipYaZ#NM0FoA>_fqQd6BfZA^wziSl3E6>8s|OFu52uIjqmbUh)K}0YlZ)Q%GmOTp z}rTd)fYHn-@{yIlFdv!wz!dFKlU-W{(RCCE>%NlwZGkbGjti( z!K8ZEWl*8<7I}`Mn$}*f$@hg9fFoLAgjIJ+k|8I5qW72iR<7_Erkm|Zv59;Uz6)aeLtV7 z%)$R2Y7wVum$-n=5t`rM{zu#5|3u2a|I^CDrRDnn@9{s{Qi!qocW$DUr;mX*p}gFa zMlW=Un}~Kz=44S8=lOs8{qM^_bT9v=p#N!Q5y0Y1@R z5gLGI{7yqhs`uppRM=D@iND)5k2hidH&hq49IK#2P~j+|GzJ&$1wJ4T{Z6(###K&q zls;x4ji(@$2~&QQ)FBc*T*7Uy&1eJZrG7jT!9zq(kRTZXoAvSCh9UoiQ^4sreFG#W zzaZ6)1BmRk&<^5-pO6Sjg?+bjFkCvnEI`CN-TeO|gUgn}Cqs>sqovJ})sT=O7o<8^ z$ashlK`tH+%8j;gH?aOWbTu|x_w-tbt?$3jYjk+_!YQa}Z;lt*a)2g2E_&ngIr|hQ zTM6KS))!%tmKD0-&Yk!Z6oKATl#ODu261DVv02uq4{*^PFBLm!6<=<^2)#ng-=GZ2 z%wjdxR&hUBhmnSgJnb}d!Mh*tpB(39Q{2UWtttDQHYS*eyP4e~zd~8vxxv?8ja!5g zQ2r?a;~N&cJ4h;gMGo z;zv+gF`1#~%DcG|6*hd2EjtkpkQ#2esCPJ|`V+y+YQ_c5l+_a9Y{`h8G8ZHg#I(V` z)}g#}RFyl(8Av$o2kHAwQazM(R$<~Yx?DL(q&)T%IS}c{>5K_r=0Vp~$g9(TpCzFd z?)z*R?>`w8Onu~N&vgP7M3>91at(&PNw0+5nN z{Rt7bW_d&SmaWNFaaY zptLo;=1jJug@G3-R7tIrESOF#`0w!_u{IFed%ZEjMkUt|R`0-8CoBI|h4s6liiS?c zM9=!8%isEY@0{x0rcOHGtF^3f?Ra-?{8s1hL{lQ;E^?X7(D&!&=hYi>m(KCT$F||W zX&zHUOBMp>sB6qD%A$k`j+iw%n|K2uOOuD%!<);3$N4i3;pC-%1uffraUJ}2wQb; zkGhzkESq~ACv16^B$```x$whz3g=;;084RA{!@z3arJ3)HCmvlTy8$W)}SpQ5_*!VOC^_IJO zWU!Iiz7MnspEe?Ec|!!i($NM>lQA-qT=7{3(;l4PEU!HM%fwL&6)l^B!>7i#^nK>v zz*{tGR~S2@Ij1t(f!URsE!wg2tTr@`e?{-`jrUV8{Cqav+zg%T6}(uxQtfT)z`tMF zA>Z@wt8nj{vNs+s8!{J`uhk1xsZT5_h# zmw2nvJKa0B|}CxQZTR^Hjg4=E{M zc*}Q{IMf2KdpzX_P}*72C~e6JQX1-Y5qlD%=Xglk(H}SQ!bDs3*&eSLaV)1yyu-HM>flp> zDJyy@`U9F2G`sD#7b*aLt`;MBdID1NfyZ1inl&A_JRR?4JawuY;`P2Kd-^cl@5{Vw zg*sI9#?{ju4kdKZKZwNQC8!=SvDc#?FHOWKe^X4v!cC%ID3yhtum*^dk{R}4(w`%X zW0z>nFEG$P_W6sf>|~#rH*8D-m@0u;cg)upbwj>?U)546E{&B{IPQ4k*e6a|*>Xb! zY6YSn8-9Tst=cQV8lM4krZ~r!-e?fv{UuOS&)oPF%se*GX-xIS-Jz|d$`wsu4f$KZ z)r`qFug&AGf#WNR>PyluHWLu;F*4U)#UJR{rOJ~~^Y)=f*n=e{`}Zd9dMQTV&r~4Y z+#mNI9c_`tOScnq1v%9l5VSYITa|)?JCwCBI*#ot+bKIFYNb_f7{bITvI7g2jdxnB zk_VS=td!m$!hT;Ki5nF{g3)ehmsY!$7AA8;`K8Sst+wYkVu!!U8nSYzj=scIf04Ox z=f*V{5znME{0^wA7z8ylxl~U4@P`ui`Xsd$Pk|t(8~!7%gUe2!ga@wcLSg`|O{=ur zB({qp^dueJgJ0dh^?WxVdTu}?tf4lKG3$7F+ zQ*)!e-m&m-A{O!#hYwF>>9mqB*xyo@dL?$WsV={HA-ULM;-#?D5GCG^*3Sz(IT#k; z1(uY!x;c~4s@HJzo?=9GehjwN`6q#@l;x;soX?1-?w!Vdh3PHFuuL zFPIuG!1UTsU#77z>`wjHXm7c6wei~h5a9399%nTIqe(&p(#JLfI*7WbcaZ4& zZTjE6KKWCCqFa(tTDUo*rqcUuj@bUDO_8uC!I=pSePr@v?%Xbn*i->`B1|*Cdg<1| zwH_ffr~k@==xC5c@@<=B(KJx=h<1nk2dn+Uq0Dj$BGs67oJ9B|TGWs=JuF4>#gD3~ zwjg=Q!m#^%#CDaDQ5792-eYSKoai~>lW+Zjf=KeYD7L-pB!Mli*ZZ~p2#OJ=?5`j$ zzCzAY2#m{BFi+13q+*d}Wek)BHnP|);tj*s8j+4Pa9XgHbC9Wjh}UoeRyA=<>& z4kBIv90RKS#SJi^_Eg`bPo+qZPb6+*^yN9S_Zt@4V~tED>$QwKLr$kZAU%JL4u09h zGNSndYSff$D9`99)__rW*Dv@S5gqA%1Ag{RMAhe5?W?S5K(u)VWlVgM_$CnCA%ued zk%S9X3MTerp(jx&4n(#2AXX(u@)S%i(66~;Hl4uop7H)d@AlC{Jz{3ydL^E!il$&J zXA&{Zt^a!Y6cuIf{@Q?sK3U#sT@5Kmq&oW$~tILM{Y>N02jS zd(Mkn*Z(n!LraJbe#r#=X44-paRu0fB`f$8lV#8*t`3K4Lsb*^?>rg1^7}i;@Hp9T zjB~e$rnNxc3dBvkIQpn4JHOqpiMjf{-tj|&p#G4Xt!>xD)eAuxY+34~L><~7G{ti} z(XakqvjF~G9L9BHqM$5=(NXv>OsDt_Q!_6@mnQ<sRGcdD+?lyspjOD57>sLP!;`$2d7e+-v~RR z!hP}wVP}YvR9f{-<^ah|{i^x~uHA?QiwN26ylrXt$Gy*O!0SAJH(35@n4IOrxBIY* z+_m1F{7;AntEdabP1HUc>4!OQYKZG>0p@YZ%kDI>3N*M-1=i`7vXD_yP(od*#N#Pl zgjT>r9^OmP<<63IbZd6hooM9%(s^NwwEqjCJ-9v?9AKCRjN>|?536ySr6sif`R<2Z zBeuGfYX!%eehs=rccKg-hLi)(|Jtn<94~(~iDhaEuibO{2a82tLg?T9mIT6Cno$kO z;`U)B*}RC+9-gP9H$eln+G(A zAPm#sil#;|b4N3T6)^JXU0dHO3|v#&2sAe7t_H5?pCo6}fW8!I?r0{%9C$QR8(rQ} zd(-e#v7}uhwZCJUyN_rkOC#eSYLsUhJ*+GuzU2oQqVK$S$R4iFfhP>D1fX|tL+!aX z73JQ7JQbGca*fCnoB?^7kfs)Y6*wwf6NY`kzNBmQ_T`4*r7(3Ou-}2y;SLh8$3?EO zHHUNwy$z3t_lO#_K$H}1q7bg;jvCBjY|y^Hj~Zi3M~D5VAtJnrjFZ?I$8}r?CJi@g za1ZEk_-HbFnme?;4@n11gF%{k&E37DT^pMYWwXf$DK!|8fY*RnDKkay=E{mcI|962 zYf~W@A>dktdJ@rDm=z%6LaOKxRPJMSBS3t|664UP{9&kM&fDRjRI%-ff*RM`{*u%l z%`r~unxhe%^(A6B^XHV$4ZOxSW9Hx~Rjo9=u`8*P-k2G6oJHr{-u89xcP0nzl8>|-}CB^(@8TYA_MDFu3Ec(pR~J4IR?!>-AY8e=#Ygu*GbNb zQ7}4>94rhqy1p5RVTysfWyRi6MXAxlYsN<_-`H=&uz@X; z4P0X{jXhu|@=?qqK~VWRzX@FYRWVD%XTeVutdE;~@-JZ`Bu{+>=6eusjzVgqH1j`d zobJOT??G$%&Qofz-n)IDC|uE^g$U$PRIg+z-K;$N$}yPhF-@`+pEnh>{kwwgptS(P zR&(lDfwalng2u}&lor%tk`>k(vTX~M&!Z)1PZbM<@e*^`#%P?dys>{Sf|F{?Kw6@! zWpu`W?3CW*;*}s=46I?9^0H$OUK)%q-t(GoHDk_|SRnKhRjmfeGcou@a3fcLgcy zD`U!6MSaIV?mMC#?lJ00jYR(<4%{QiX1sCR6AA%v;hu_#WD=7-QCN@zAb0aCKrZk! z%b_LIw?j|>#_v1x$J-SIpv&iL%na2|&X&dsL2(og@@R?Ny{ce!fGP2pzN3*+^_i7< zfk=4!^hp+L{c#$whA}DKt}<&8l5h=numSnLH~jWy$Srs|G0tCs4oqP|d)b(M>R%ku zfP1zv%C&BMsxHztNW%i^pt+UJf?cvPwq0`tQPd*^lTMFMYZt&=ql;}ps4{Vw)lE*( zECO_?z*V>O;&_Qa!D!Uo>F5gF-ZC+Nb@cQcFF~&(WkRX<1&(^IWk=N~z&kICn6eq{ zX}g?g2Sd#?Q*?RF1&VB=fUy}*ytUkly0>%m5 zgYNmOg-wFJ`QX(rk28d#k|IMr-XkAvb>mySy`;DJyxW`N`r~pD((J5 zzV^ux&v(}{_1FF@DWn1k5}CUsaDHE(Arlo+P|b@fzJ43ZD{)(ruJyT04){&b2L z2wM9ZZ)Kobs-t>(PN3@;geypGD9ypFQ4fiCv)qHU=0w%Ass z0T*WoX|KHFkAz;hhE4u}TfoF0uFECmwR5A&1Q{lG;o)}EmzDc)6((lSS$YAG(Qa}aEb zT!573)Gtdr0CS+xy!$T*#iEV41T6hQg8@E`XhxNC9tfAp(O5`%`D(FuRc{PS;m&t7 z*C|196ykk=9y~`@>)dncJ>2Az6LtAwhvUQ7i<%5pE*XkPoPH;r(!_sSSn5{EK`AwSZ=rZ~=xuoyhVRu0DOBUTExB zMY{T~cFlgudq@FBTRje+frPoZJV39W{?t|jB7M$pcMcEpo95I|TyKh*UkTQwEpG~D zSf1i2sW|#E*YYa8KyCk&H00a#oh3y#W;Zdij+?`nJvqLdk7Q9u!~L~o*}u;Xx<)R( z$|t`V6FYRmFHw&m%AAD~-BH2qvGDw^p?aYnA#8V5 z+hE>5P0Y3#*P&%{&Wu1Xr=0&%)zR|NU;$UrgK6m8@)Uw`biTuFl>P?MSqDtHVkV#q zN`XC>v^z|V@raMo?*KF_Z%zzK{msx2Wjb5vhGG9tUVVSQOl8Uy*sC!Gye^m~ zwS+-U#MGg^wxIXq2SAs}pXl=Jlo`p0I-At1*q+G- zLUu!sdsGvM)Y)Wc1L;&f4&2Xp#NN46K;*}omx36fbEPX+!Zn?agsza3(*Yq>=x3rV z!k>^ER|_Qq(x&Gx2z!rtEKjADm#4VgdFFEeZ)^Yw49ZNaFpvEMgK!NtJi!M#QVq^= ze;!97CFCCnFSdjSUW@sq!S?*I(5Y7Ldq?7S;I)X`SynulVXrh8es@Mj{yCsHl$3K% zTq?kaupQbMRlP{R;`g(_e|O|fKip++!I`SZPb-+@?O9l4ICD`JF@WYG!deLQvi@lw6RZia%4Mu+dI--NyVBW~v zbF$PUi0YOE#^0|kt0>*sqyi87R&UA;VscGD=Hvh*VP|ySo`^&@ugD*82f<6c`aYut z4Y;LW?`airWfgIF5P3D4VxP#d7HT@0^U1zo@!Ek`Gl=G-w6-s!o#DWz(VoNZ}q5hY5wuxfBo z<|=gt0&`1hu#g%uvJ8%m6^Xcp(5j+`!QFGP1l)(`XGu9bt8n-tGfEEgzl zv|W)Js=G{f*_H&t4-4>`iCNX2qEjw!H<)haM{9zwh#Q>_JT=tj>c$=>^?hpev4EF! zX{3r?>me7u#9R%K?%Lku63f5sojEDRi)iHL{>r=dWfDpom3A#H!3x&h8F-?lwi|F)GN7>S$fy9w5ibA^-!Re{~O7`EdkpvN#hY1K3` zGDZO-NuF143Td6H`_bmRZK@&#WGpW}{jCGjib;ps4bBB|ZjNMe=N*n%Xy*vIduLPM~kQf!ho&c+)yr>|w*F*=IJ}$J*;w zXE?(uV}qI!p>r)&uN7;i7^;rrFLmCch77S6Ue*>ZK8?GH>$`S9xmJg~4dcV+VetBh z?-p1n5N>q25ib}$MSyk$sh050wr03hG^tolUUTz$qtY$(nCy!-ITgtK(8IyoiEYs9 zkq}JQdh5~p1^Bbk^I9L&PGTQ&ddgY!3Z@c%)Dsji1T}$SewrzQN3rlo%_8-epecY| z0`Sr&F`9@u;C=-n+8Zq&?p(%h=O|8i9kAGx#ZGyR?fzPZmsPe)L@y6A?f}|7ZHUAS z*Fz}$|LD5vxTv15tt$u!3Zl}bbR$ToA|29Q3P^Xi3z&3wcT0DP(%mdwB8}A2yqA*I z@9+J`&#Jrk&dfRIInRliQ3LXf5i!cHrF(=jrG%`u{iVEz0Ujs$gF6&w-EBK)!b!e9 z+N{>u>g5I66Ynu?zpvZuI~MWBz#(qanUBx>08UVhv}{h7R*t^OgNG-iim*^H_WbE5 zbD4ET_CK+BcQ25@2$?V7oP{>!j!bfLT9xK4tDP)pr@hh~=%wR$72gO}Ymp73 z5Qr(IHH&0Tv9pBz+nYl|3Ulw8snby?8wDY7&1B&`WC zUpy};?r0{C(EIeU?F+TBnT!(Y>HMKMwk_|Zd*iM)Zms5Yz!Kuf6Ls7mY&03`&UdtF z3UWKrZdy!>n;1zq8K47>4WrYlVln4bL?`Or1M$|({8skksy>K6g$^O8jqK$Nya2{3 zN3T_-P(2_OLn&pRt`h=8>|hK`wi%aG_P0wc2t3%>wiHr2k54-%UG`H>RsTvW0&3Gh zy%ETi7tZpuR3ci$$g1^QB-`QP_iwpZbG!hV^t?I|J&nVlVfWSCgH{Xj{!&uIGb#uU zAnRu7Kd;#g`g^MiN**6xVs&Y9quSSCd8AM0?OIpiUcb;(T_2r6 z*F2;~I^9J)*F^I5=*6$o-vgTGfK*i$Az`|v=-0P@l0zERhMyg-Tv#5C>eFqgeNm>LZ;Q2$%!}lOz}A}p6>;nRVVb6{ni6=ess$S5-SG@ zLhH``SgV?aLzmd^?a>ZhP$$oV?U>Kx0n?Mq%UKJxkxGq>f8SwH_X|0gPJ>q+cjx#! zQyXSAnU8E=t|W~%_Qf4r(}-vf@q7uI&hKTwQQ|4e@JpFLc_}&RCAs)`;yHQ?tl5;L-2~pSxBYY9 z1m&adAg@=a?`0gH`>FVxh$M4tIQuawz}y4F2V5W_s7_R7-SA_xd}P6iGhbn;s^H6k zmD8x;<^3}rkBBJPl%DRMU22Mk1?2waTc{%3_XfXv%u95!nJA-%${X)-Qiee}xc+&t z4C#~)2^Px0WKvO0iBOE-aXw|mLY!l8{y(?-GAx1g)QUMYl?`>>$V0n&vE;w<5|unY zyF~&;>77*LyNu!cXEGpq1gh8FIZY1P@oTZc){d1jZL%q*Zk?2zXyo`ulv8l6nB2_L zKJ?B~H9?P7ERv=3>|Tx|<0^!%tw?v?`RCi|$iW|3oL_zD-IG2gXUTD@+$E^Am``y! znDooJSki6!x=-%MhhHC^kK+fZxJ}GW%lqJiG+Crl@!$cv2_{RZV*hE}cgxU!WO|!i zia^CJl#0%ojGcsH{l}b_^4pt_>+2l~SpOOY13D>SMaTBSD_W2kuE(SRp z?GyuOb3ThyP&G=YV!F?9g^C!7BhyF&5TmAJaN)nAAOktT4_fZKEB@w_%njKe^GUrm&sB7MPjChfA(sa zLGXh&Q*b4vLJuOum2DP3rXYmsyo64&A0~zgDZo!i{8xg*hrah}Dg>xkIpFagP|Fs&MeK3Bvg2 z>eGNhk(JJ?s5%(4`EjvIgPQ4WQcq_`aoh2;f(qEj(EaZ%^|p(o}=K!s=woFL{@@uGvz^x|!Ix9t%yKy2s!8|w6-m2g6_q$~e)dFSZF#7|8%p_^FkrQy`PN@r(`xZHkAZRj`? zrNF|>IY#e7bTW_4oA3URlM}rV3u5w%_@Xz*1`d#eq3^7MAN!5kvvOJF30DrM6r&W? z2W^{e@4zbY4KNDk#>a1QU*#vDBzV7E^sSpw9;2fLOU0L~+SrcCIXRVMV$A(>m6`u@ z5ToG{#y-z*yM0hn>T;E^{FL7x=ofwu0J|K848pl#f4UR=eyMAy^&r5RLSb;|bJgM( zpI&HL=JGv<*=Mz)Mom{q|Ri`9*ycmSiNn{C`ZEY8u*+=$Xm$!v*-Fp06NRGRnc>HIUNx>y!)d7 z zzyFl7i|scGY~^obYO?Y&eG5Fsf8=zruEI{>P15BqX@}jy-yd41u-r0osP^rzd!=k3WsNOhNWhLfRUXie{sYcTO&cMoaP zqE#ilPHk26DjpmXQ6<|QAc)Z3W6v3L%Td-i@LwU$`qyVMDif7upR_R+4!R(@>`8QN zI)ssD7hc#XpC}ySom9^N(euGKzKFN}eX!^Nzgt?wI2k-W?6;P8cXKsMf>Gv>`%r## zNiUObWMHz!nEx+H2=Z%nCN_N`!;mZvBqD=)u14WV(M38Y^+>y(??ZP} zfA(4(8hvsu8zgl*ihTyDu01{;_v3Ma&O05B#+m$uD14dlt)^;j3A-a2Y#UyiCps_U zc5r90QV5^69*d~UFQ)Q9wQrrh;#v*)8t(+t8|h1lb}g^Hlh(}4h=eY$*NwY(()t~ZV#VJDc`tY!C z(TU#ge{mIqGxqfl((Nzzcug38u;5 ztsv?$3?NV%uQu=Zj(oH=@k>MR<~huOA0nYW6u(b0a6X^pusZmJf!Qwu`EfxEQ;NDc zd5i|*AI-ix8f8kG2u6{Uvh4{+L7-TD51=1j{&h7UiXdOA-$8iKffu9M#=vHc&fv6f z2$a6IPjGVL=%+7&hDPDnE%U>|e_SF_A-sFSUCkkt@ki_LpZ*+yWCpTd3pC|SpoTJ- z=PRcItns+HdqKNmvV|Klv0b!nnPBTjD`_MY7X4YCZ0{Y4NeD+Y)+j9XAfiLVW$!M? z^WW)e@hRP!nRnsA?V}kz5fenMV%_Yki#r(eyZe_YZ-A7^(Ez*;S2$q$?Tf8=9ADx% z!F%n}Le5-ThKTz4j|}M1)KqxI43-U3Ixux#`uW}cT2J57ujyx`J-BA-G{4x9mAj5J zWwCN`8S|yWjL^p)x3RSEU|YSHKDdL8G!xulI}&~`sb4$Sb{)yg%_&Buu$z75=?aX7 zokNp6s4!Pu(RsT^U|m$|>(@%{#t3;?=F=b7s+Mr3YHws7oiEs1q%$B5!~U#$hruT0 z=sD2%H;7v-L@7&5cq7*)QGNLd^)0h|zu0VHFVqBQ-w&_US-mf?dw)KZC9KuyvzYGO zroqSMXjaQ|acZ>%Dyv$fL{y>7TkC{tSS5cW4WdpS-+sYCSKERd>USrKzI&$vsrV-_ zP(}+t*+63d$Mfj~fab*p2 z@ODoIZ%fT~L#2v^a~ z%%2j2h$8%rROUI7Hq+hQH#ZN|-KPshMW7Gqo+91kvWe$@wmCr0{`1kQ4~u^G*MWhW zn%&(^=xs-?!}B=e60+)kA)SSI+_l|znzQU{1I**Sm&|A0b(!`PBn`~AmieuCt*M?< z|J%+qoUj}RnB`pbI}{aZI!y+r%*xrumF$enkgj;D@ioRPw97wJK@S=Ha}`uT{&f~d z(aC7H=@SMNK=+ zmqLP-&dZXXinEo8dCxlO?J8#n?Opmjp*^!H|^bcVo(t~$z!*QkZkR3xq@DEsY zlU9}A^x5O+y0CF?PhfBXQYn&WssWBh147dLM3GrCO_GG?`%*n{bNt_4HAhv{i_2z{ zaP5V9vz19t+%UB+hUjxdcLZ>P4lP0ck}wOx@C9^2Iz4L=$NkD730{;zO3;+eK`M#!V z`IRC&Z&gictuzQ}cZQ%6u0DTL#yBw2hR!jjuV$B&($N^nI_W9^1Rf{_1hz1I5LlBp zc^$|*z^O_LMoBs(=G=-5zW6Agq*K*3qE0m^A1JimEv?$`6coIR=S_47GrcqX*(Q@x z$ggQHSb?CHMhyPS{UsgXbZeC`H2>muM7||>fDKFp<6O+|6H>c+!S1KugPtfx zwa#n~CB|QGcWJB4@9{cLKOY*vjVQ3+aL2nQi2gr7ia8~>`qE+y#E7~nY)rWSi= z>uYw`g74R|wpzS45x0*jghmW0YCr;hSX%#MI9e!htzjnia*~H5dl|Ze8Hc)%X``8C zt_x^lkOAykNHo;(Vt~Tv;n39&E$`o__Uo%tMe$^K^9UI+(;1ZB%xV2aM!P9=1g~wK z)N7h#DK~p~sOe&}mAPDbTka+&i~;#4oCm30Z9`VY^YFKFwu%|8bY8B{)Y}TZ0IOTB zkYV5Fnt3TvHg38<&LocvMJ*w?$Q!`$KCO7re8LC67Gt@*mXmQ!Q!6z)jk1dEMety~ z>xHhO$iIu9lA33`cj2aA-`P8U9cNR*EjEGF8PWsN<#=Y4>#XGP#S`JApSc~yw$AIFVjY27!;b@{V(O!>|?3>QdkQbQ#1!V#vfR_;Lc#VJI(s; zVmi<2fmSWYbzRjG)-HR8j&Ggz*jMoRDW(^$Pw>T5=78;@1z|*lp3V|;TPUjh z09aZvI5sx054%__)q0f5OsZ7aMU^zTOaQx(xnk6X*3vAVn{*)_{g3kmXJh!&SBe)D zam#9mbp~g+zRC}dq)fUMOGkVh^F-I7VW~>mgi&SptwTqJ$cMXQ`s|L{9bX*GP_iWN zU8Di7nZK3}ytRXVg95h1M)IBkFcDGU)8IAg6`c(qBh~eC_##>prMP4Z3zd4xDqSq0 zq)CO}1>dsEPFQ24q$4pB7eMHea75pAk1tV)#m3}hGF7Ck#Xu+Ij4(JTIZ!VM?YY+K zynDyWF%{6{GB@iW8uz4Q$NilK!^T7G;)93EJRAb*!>_#!f`^KHT5WJsP8xq%t!0Tn zj((z^`A_tS^$0xG`=Lu;l{eJ9KytPyPO38TXw{Puc%w3KNwtnZzGj4w6&xS@u>u3fmqO>V^s2;s9=kz;0Gp- zmGjlBC^5W)yvWgnS1N$@g)c?Eg3Ua7wU5a}Oc0?Tfgda?csqC~7#*?bqm0q!(@n<$ z^(80e7ax3b2hs0XsKg?rfM6LeAo(3F^k2MD|6QhhOfGzr7!ZJI2Fij?r5 zBo@H7#vV~rCfI%miK`VbP~S*!KYSlKpMvUI)`@;OGh!mBkHa4wZFum>PfmMbUox1r zk|~%vsZZ(WOS52{{XHeY%mCC}p*P8qCsE^+uNzC}kJd#vtGcI5_lZWGCgu%`RZCWT zb0M^GX6prb#iKS!l^nb4qdVKi9|^9__Ma1 zZ|@v4qvcN)4K^XIsqx?!K&3#@l~mi8F=3 zf4#7psdykKHLbW=-ZJ_9`J9W5?CLH)p(21wzZoy99ayvgSR|2lI9%iinqPz2y5)q1+^x;(P)k*x5{S;j1_jC>-O>((50l-0sm-Tlzvm}x}b@k>=rI1TZWR{=xMW#?=@&}30=R%jO# zF_uVZ*bOI*%nYZ$QxP;|5f!}gOrkfIOjkT8E87HO5oKFbTbpr~PD>gg>pV}V!MI*N z7Q{XN=~u&4W_lwpRx4eG~cCx=M;^iXr{S8K)kcfi2IoDv*N3~p#t)pDp z>cyb!8&cdx>rO`rt>MNB>2b%yP9UcmosYB7d6UVL5Uh)j@3ha zrp}k@`e~viMoSwtm)gQ?+e1Z?Wo4F77$8B(SoF(Kt z@KUJe2YFF1eXAzGaehTv30@jLRsrCx)Hv4lhv>pH@tEX67U&d3BvSgREnbns!OolY z&}U|bJj!tlbA9Go>!AGjBv0I8-}iW=XgyRD2=4w6WbQ`(0GV9f5#flH2h^o=%7Sl# z<6mUWSD5%}@7fA-+S!zi+L~$DRAUBTB!~T9gIwK)7oxCf*C?nc3W|xr9Gdw@>JOQ`$Z@-T!LJsC0Y1(X=jInn(Qr_h@7tiJ{Q1|T$>N);0XBGsvPqIz^n%7Ky zDL__dkiX^~ksEKv=q8xIaJyPSo2CL)dcsd9wDR1X37)1NbunSqf6x>r@0FK2Pb{V3VXzyS!l0mr8#ZEwH|1))&_CIB`2X)zF<=x(KEChp#DL zZ)hnekfzicnW)aJeB#9UTvbC#vQ6KC@kOkWjwhGdc9q9t4s7mMC$diFb6iM65d_l} zM>k_4V{TJw*|ur2(r=Sb^Y+mYW0VNrC=`e#g-cgWlq~vT8~qb9+BR=S>V|;uxoz!V zdf{Ehx6&4}@UxnNoP*hwu^jcp-bB9Ty3~t>41k|@LMQu`nVZ0OmKoZd^lPVyuk|{} zI-|#TLn6_mWTeFEq`rBgzr|gb;KaiH{7dW8i*FAF^3C6~G6r}{kr1w65=O^~0G#V8H2RIxBc(TK%322yR&OHT1EC(cRND1%3Z(}{fu zaA;*jMUG=^Hpy_u&az{}lavu_3PurYyLFS4NJlN(r3H9VcNFpWa8uhKQpQm@VzU}* zq-t2071eq?wqG|3_M9T!pzG4u<5r++Ym~2~rAJwh9M4@|D=^W69v+@nc?H-q?PT^{ za`6kCKSSPoh{1~eZmPp_X>o$QSGA4F*{7Q@(}Z%VqVa28D#W z{XTla*+sc#x%q{rjhlfsDO69p1yRB@zrdJY94kst8U%-sYPb^1A)Tt@Es^$1qBh;w z3?g6#5gZaOXHC&|=2iBUDE%c-`D<1C%^`lc?b8yPK1LiDt*B4~>=f}AcS=05-sm#U zzsYXrtQE%wba7)AtVbEN$(2zm<=e6{S^AvWs*Q3 zdGI2IM1B%25^n`#!Aw0RrFNf^qpZ9N<3S>I0!E%%OHrss9cf9|_hDh5iBF0e6i;Ia zG?ZRu;iD%T2i7o)_*+K7F-MW0^(IH__l?r7o9J18v#!u8f(LIu+R((LEAnz7FWY|` zIWIcgRg$KRej}IxB1e0(ZnzNcMhb#ZORYEV>MICgNQOD7IQh+rHUAjHu+tBMr15LQ zaf#^WVY;N6kzu-KnlAFQ1|cqZrx53dq0GU8+%*@M9i_AMz%Mjf%{G2`qMuep|%hjbS;|Go^BE@OgoOTTyL ztZ-lI;-ETD&|b#&WjV67VkuB{_D@N`c| zxXAi=A`}D2Abq1+D?$8LW?Bn{)@F99&$jS;OW$hC+#GbBu_v-PZKYxz7)S@kHk>gz zXUSN>X!i#|feRHpb(dKvlWS5OX(Z-J-_5RIqABtHK`149*3#ZU-PNu$%FfA2u|4i$87%ow^KW zR=A^~_sF{LTS4=75M;PcxyBHpcxKrNw74hrb(F-ZTHeH4$2F7*4W)CngcHH@=m&=k zH-42>r1XtXMnh#LI0J-v%KCO|#b7mLF-aSRoOwyeuRZI7ydnqT!>tKU-lm43D$k<(ij$By`+MbpBR!RsYN!YAcLCIJ>_D5b`=asHL z6{r#^^_ZuXZ0{gd2aocb8l0t6uM;#@;C?qL#-HkmH(}g`cM4z1ye8wRQe22#A|_ez z{dOL@eG=?yaWQ=ncQF-$qFY3nu4X04si1rU=H z-mz{j1jv5r>@SJX#b$2PHwyLs&MuaEFD|(CrzqP{)V(SZ*N;&;wo@jS_mFNyk~Nh? z&Al~~<+sUTm1lT8E|(~KUgG?tIp@F%^i0&J;L;72I5Ot9SP~kX*Q>}v^S#f%#>WA4 z;)#FE;={exRZE}-n-HFfydtY(T^Iqu-C5zY?{+!~_Y81uc<rCf(}YV<5^i&?c`!teRqcp&FJ0Cia6W%uSaqHiIHDxEwETfd_!WRrrG61)ep-& z1Fyo$<(1}Y@a~_aWwIB*cdX0Ni>~`#h|=KCYhex0r}IJ52(%GY@*vO6H^*B3Qm=4% zd<{avNWKw4bv^Q{Phd54#1A-Yfli8= z>uZHiCFPbK0_L||C)FD-i*g1eKtt`NxJ(DTVNSZo^PZv@+Dy=11nNrioE zY-x6gnz(Wc`<;1E73J`psQp(Lx6#JQ@$#vd=XhPYh$td;$c>qW0}&-5tctiyiZYH1 zZ4v{0$pzCs=oEbxxF#CC=(nw_iQ?fvKHm4rxGNTR&MG2LlN&A3u1L!tk9-EbA|Q11 zs+Vhe+_6eDP!+c)viBx~|MYtZlC)v@%Dj>9Uk8hw8;;s8GljZt`jUy0B%4;0v%}uJ;_PBDPEJQS_s` z)q?v-@;_~mKrEu_KDibe3=k7MLm8D>hR9OH(xswA|Ng zod%kzVXy>oqSI9H@!B}oe1BiSo%H?A>?VT&v=0d!h=4Z8+TsHKcz^D7W7NYrt3Grbxc7C#M-jhF7tgUuZ-| za7`YHL6Fh!r`u;Y4pyI!GnF$f%I|PoAO&ULs=sOjgdOw^upBZR{|>a(C9ifhS1}cj zCD-ct>YY=A>Cbyea@lTWxQFhV#8G*W*2&Uo3h zDJ%p|aJCQfJ&u=v87>inFt`_YC@y-TFMm;sbj+s48^^vxE`Yb$FnA2nNz50it-ooy zGaWY<0QuT`CHHo_@NS;YY{*sC?Y8}L)nH(VFXC|!&S6bePVJbW*f9M-I$Y!_Tisvf(i9ywM6)7Jp?%&Fdjnhq_}=i) zu=j#6RXTNNpnBgZyp@sbB_~?${?81*J+VwZbNqNrVNmB^vM1={+|TpnehoDgSCEqAT$&k zj~>PpyiUh%qh)WiOAhq$lW#BCApSPq`-W0>?1 zMJ~3g{fL?yE%D=QRmRP@V;riji}r#*n_S8Op8CitMAt>-TXYysQrAEML-%g;-5$D} zb}|u!4?fyY$d-(~$LxbGfHf7hG1E^?|4W7t+cp_B&I83x7WQl^oQ?!8#RkBFT`Qd~Y= zJ({X+iaS$454KSCj}%e`$tS;#xQh95LoiW}g2(2#EaT-JWHa@XPAHn*lg?nfx}C12 zvF24|o5VL268=xvjd(J3D!C`e$qVF~sL4o*9E6IhjeMPzOGp#E1uhn|R|8N2h~^U< zn6_8GpNQuTYu1x{uOKQ2Z~6vtA_|n2-EZ#Hh2KlD&dC}VD(c&hf;^fxLj`(vaQyj3 z0wI1znkSDo$u_Jkfg^=HvTx$+>qPVA#D#zfwd?uPh%3PNZy}I0Ny6Ikm5acpG4B~7 zh+#184TwrcP9w8U>MN6WGbuie_(PbQ&pL^*Eh6+uU?v(tY5rV)r_ACfF{Zu=g6{YF zS8a&adeG>^q%Kzn*@wKdILDu|DhNISIKNX)j(hO%yzBP`IIgg$=7lXsVHf@bmS(wc zjE{;OB)@!vgl}l*X*QhYuSAC5UoOwJL7jgpQ0GJ7zsorO^+e6jw_%Cu{JhZm{?5z#I zjltGC-s81i&x^5j6a6- z#ac?kccL3?B;G#srAk^Zwjf+wdFI!D29?vkuQ_3q=X!|cBvW~aaliT;qULL6gY9eQ zYao@WNm~zWN)e)FbT6AX{67OA#PmC}=Pe8f6{wxJobK-*+|gZp-}uX`C{)$znAes< z`=re}(+OatBaqWv?5Z80_B~?JCvKgTqth9f;BGIESs+~T1`$-$)D{ljB-=vgeAKArTQ$e zv()i==O(geubMg#l07wmj>)wm?1BCTxl-`>+0me{P@!&cec+b^1NhJy4Z(XyscJ*o zs8%MN^QxV%sD`R17p)0>07$e8KOVW@`hUj-@Az_&e`%#p52>_qH+z1x7>_c{5_1cb z`u^l%2-wsBv(u)>zYE&~1cf_F*bw2FuY~B^8sihXLjPbwa%5xe=Boa?k^twDn zo+4jqt(03zRo+tm4ff?m9GwDy-;38c7QwWBg7GjA<@z;s436a^T*?Ae!-&}>6;o}~f%{Q-U=sW^ujLmQiZieiXCq%M2*f_ysY8)!UPDlU(sMqzm%%jvF(_mYbx7Fx_Nvx72}SD)(w2uY)03 z-paK6h!YQT>0B!EjwxWC3d3{3C-ALQOL;-q+-r;ZVNW}xA5=5Q;13TbML)XGZ$>r1 zFMQDCi@YdRU&@{E&Yl@coPlc1y1tl;a_ThgiMd!8X#@+&43#W)E|vPERokz;5PC<$ zL>x^l8A1Ah`*3O71E6))c66Jn>SGUeDEE1zGsMpl#*AQeo~??{+@L`(IEP?R^bmdb zq>jzhVD(FH*-Xg%~z8R&3F=pVRo`kP12jAtfn`H~n#R@F#B62?F%WxFT}j z!s<2t$FNiVQo%y`96CC+ghF-#Zg{}Xnu%qe1{xHFmvmB)lZc|%wt4c{ z#cldfTfI0dRUP@MaSdn!+8@6Iqf$5FK9ES&ST`Uw%G8RTfbz1&1Z>*GPPK(Yu7X1B zCxE8&(>?5f&6j}tfsI8bd&ws4ek9oo>&1de8g^<>&gn-f%Z}qbp5M-)y?6Fh0(-}% z9BE|q@GGjfh1-m^FyDr6UCrZYcYYZ4fuU>hgcoex{oCDwwhV4trk{jHnW85tLfF(7 z#;KFQXGSQc`ScYXU4UYL8WUVE;Xb}dzWojWq#d^QbsKKJiAzxeT zi@R|_=2KKH2m~R{-tCTKbPovgjAaj9kHiN^D+5al|7i-ja*GX^;Wn!kGupmXnIVT@ zE2sXqV{wCWA#{tCl&OFv5~HUXhXptAO{8B_1qbw$DW`F8`>6zup8HuAG4ulp zhjHxIs;8t@7~BfaGVEnSyw%FmOSyfdYoBG#I-P-%{ zyGfh$=d|?s!I@^Gs;I2Wh1MwT`f+p#nEAZ~Nv{u|Ir0(()aEx`2I5sdja5{#X!N-m zbf4}2v*F`Xnp!$=7lpW4KXqCrSG9>Pl++Rjr>&H;cH5D{Xy%I%6(|BQwX31(2ouBH z0C`+6y&7fb(xWJs=7h#$r-%=8r~B03$PbFvPlF6ZbD#NI6&Ga7jJV}{o@!VJSCZh! z=RKTT>|hj~-cIJ=(B+tIg+i;3*3bEUk&is=0$gjEaKd?E-OO^rLo`dwNx_I^-OWw$ zd@Jhc^%zxwG1_WsI-d8MU+IF!LpFmJi2H-p-@Ggk6{^W+CmY;BPkrHz*Fpm6MJy5& zbF$sUVnGFcm=7ci`9u9Al)|3F4PfBget?uf&L<2mZ4#&i@TgyCF3lymbA9RJ<0=G;?S)(7M}4xgl1 z+d6(|ZQgDAeoRWT*9KL!)2s!m8z!IUFXOYT8D052pb_`Tt6|m!zGkx3n`q0a-?Tjo zzY*@N4C8dQ!4cquO63C{RS>OETw>*y9UoJ-k_h=0D5^xU3RC{+7O6QA5wxLT~P&aab(7G9=EbCDPlwQ|)h4!mF|e0=Us zm6IFILKZzSp}6SVhCPOXWBSp(X749VRoouub-P-hRsK**>HpeHat*s$=Ae39L*HP3 zt<}empKG(Qn<`>o?`Gu#Hq1S2?_3tmg9S;gPoRKN5Pgevy=LI+88aN~k;0=~tOOH*z~H_@~AB>dm*w&8JHT@sqZY8_?0Y(wYJqxvJ?apfkcY zQ^(i%kp$W-4gANi@)f*uv#_sHpE_j4M%@@yX&VMtb9r0f7MHx;DWFs!k-cZu+j=Z0 zF>r)=2>JN`@C2+#J`sWAB2ZgqP|_=j?B{E30@1#|bkAxr*BTxM?|A%`I_&wczj?nu z1saNgXmH7TVD?n|cS|#6Q#RAE`|xSxVQrxbii_(*w0Y$c8KThc)!_e#`&@c;=5V5z zd2z9tT0s)G> zR0C|ftVCrn^c(xcmFUD>qBSTm{;O0+G{}UzO&Mkv!quV!LIlep!i5gTyiwkN)htd# zzMI~aUfeUT9_KfPtG|A|lX{!S1%vL&ATL$!obazN8)K%&&aG!M{dSRmji{lRAplfQD9=p-yB+)Q|-Oy!lm)*w~a`P_) z>A5Aex(P3+4u`dHkht;kxfMzkvr_@SP>0Q<6572}USp#ei-3+DBD!H2@F$OqwL+s4_m0h&X%mg}a9Z&cA0)oa(G^^$Iq$Ng#MH&tv=<`3j zv@agnECsIXJ%A7GH6kHldz_El7%p)LEmhyG83-vu!wcce<;y*f@oW!Rr zaLihi;zkB7bkxBnA=xvJGCb*JvZEV|^Ic87ECA@Z^ZD`SMs#aIVDgnfkVe^U#MZrR zh~bA7o=F{ncVp$=Jt`Y7yL&B4jj?)~$~MRe^>P`qm#xZw;UeD>5Tz;Byyg}nFZ`J^^B1TT+&xCB&Ul5R~lsZ3y`7kCx zmU>46Ta_;tg8`JA`w2&Vb++&ykS7c9p0{@D%n`FK+sEP-U$D1@~g8xd*$ zD;Mu?a(6KY1~y=?&WAi~v2i+0En46pkf$AuHgtLF)2IA?mRBdCXaToI!GHYGR1Yhu z?l?X!ymW84-Z4*ZBm^=o?~a*zt+y{bHAW`;zyH>n9xe(jgh{;qVWm1zbs}Pe80{Mp zWfBI}!Y|yp2^f(@Jo@gdW0ezk_iEqzGgo6^t_@_#*Uce-f(v7OLV$DfCJ<(0h@dnX zeDLkvN6*`{NhoA1K`g7Ok6{OR^~MNNsS5k!ZLYYTcY_B=$Uj1e!FQ`3+(DJJ4Up@FBQ~}p3{#~Tn5JAhsZ$F!BdI>m^zz3G6+cQAbIOT2gn)1$A`iu zVE*$;IvEcsa+KUuVoL}WRAK_<@|G)pA}|hYpr(wGTp!gUC=5UxV!h0t7ChkBBNTjm z47hnqQ-}R#TK+vG2&k?1|2urXP^4h_XKG2sDx{~44@7HSiwE;A#XTlq<=4vz zoTd=y{KPb`sBpKWu?HO7XtA^yaQutHpZMzrD2cwVzah!26B~wP0;gRN^r46uY4@S< zV%q_#t3s4ghkye$fuGzh}j{$D;cLiFMC&!YMhBA-P^I}vtU=& zV-mK+p?9qp&&Ns!rU(|zhpo%86HWO%VLRNCpLo_#YCpd7O@p56VJ{q<)znN{nU{uA z_u+^L3QDW>_eSJ|)IB-5ztRPlb7#1HcI1*~XIEj|kf>(3y(4i0VypI#l3%e~PXMD7 z9s6^LmUqkzSyaCmZatVvB#{YR_**s;I)Opv@5m^vU5YQuTi4;Gs@*26zaykkc2=D9 zKK`#%iALcs4{th(aPHW{S&wS`jM{=&QkGjzSCwe3etpi>|LCu~3D+n$HTA3^|2|yx z2m3x0CikgujlgWq{rb4HPnc-lAK`Va>s70IZUcZYKA+0}9~lFCa_gm%zw1xBSZeAC zTC(astZ(8-`nh~o4kI(uzRKh`0(H!(Va;1AS9T6Os4g7odnz_dE1}Ulg#b(f6!^yM zr_pT7@b^A|sI{l%1TotWmL(8i6yh?2;&i_K-7Yszrsl14;dZO&N`yFbl_oBYkm{;Dz>Dsf_Di*SSA$nZjk0Yx(3DVH&#+B$E zZNPmkC5ZWKqDyB|=<8n@<4Ziy%04fV?6TLS&C|{B3gbGyMe%m5X=Af8L`3o(n4hk? zSS1vt_yxk>HwhbkVOPyR1B8%_n=SWP{T^%WwoClm@l)7G=pbPWfWN{*vfv@80k!%AD zud{=H%k(h7SH=BU3xJ=Mz0XuJ#URfPgK}4Rhvi-;pS61C;THC@1EEI78H#lK@o6bH7^`MzQlu=9tdl_vcX5W)6%^H%d>H@iRb!NTcORZ< zBe6#Z#vX4|p+y-gy-=JunfPSl35P({EGxI?Q#1>OF~f?oNZH4AxTaWj?8;^`{Eq8D0nPshNwI`musmsE8jHBd<}S`vF~2o zMJb>zUbHWBG>G_J6gTNF!z@q#NmSK}0}6>F)0C7DO7P zI~0~!SQ_c~hXvRF`)$3K-E+?LJTr5SYpa?lzVs(_k?@-i^k-~MM*g#K#z|nFGZtm@ zqWF;@FbBx8o}^lz@Ig;hNAKaUo>&1UAi#7NOuZUW`Qy5zakqVxOFtrH-j-%d$W{C3 z^aPC=*DejI=Z2X5aXZ_HK2jW79{UO%OlF1Al2%=@VB(N(S~~R}bE7}&^p}<+e+<#u z;}2(I{Mu6@Jb#wDT2$`?eCdZ2>CtuK6+eW=*P~?ldd>)66_YDTGrX9%Pie2T1Ec2~)IaACgd`u?f6o%R#zbQG_0u{MoZbbcgM^HE3P1aDOBNO?x~i z?+7%{pI_wWrTvxt&+sBy4}yor7-`*&fq4O0)O{3GP1^0NP*N6da5CZkcAL+xL$MKU z0;s`zu1qb;;qI&dq60tqx+xDA8;{tTG@ z-aEwf_q*=1k0@d&@guG8NVX924xdhj5>qszzd=Oq=2oQMt(tP&XB2Q zQ5Y(>mG=HIfn6kbwy~?ka*qX`6V>%CfB;gF>tB9)@|EYtsyM5dsOGq?i>-s;6lJ`_ zaK=ZroM2xitBoJ9c0keZv`&7?E&bzfuVuMR<|l%aYP%ExicpoRRP;BxWrWjO9btc2 zRF$`XVY$I`{=2gi3`S>8TWBeqxPOCGPx0R&r+v=?sQa|}AuE|Sf&p0LIB|Q5oTJHb z*e+XY+Vmd)`O1hghy9F$7!z1u=D#QVp;XVv zmT%lcl7Ej1hk)})&Plf3kQ-Ef)c6$ImST=o{Ju;7$}jPu|_$b*B7 zHD;4hMyA@Iqow|q*?$sxds#p!`nB!3uiGSmju8NPP|2mZ)gkT^>vCYaXNr0kkBGsn z|At`y4l4~Qe`)tf8 zr&Y98o?>QJPm+YP2&_4}&mrvP-zw_z!u;=7|L*bzcIpBwe9ZORUS4sKEEo~{h0l~C znAMtA<^>r8LXtNbPQYc63mmA;$IMQ{^gl)Vp8|j9#Z}JAOkn;a-9vDf5fz0bQ7iK4 z%2TTmpvo-ey)8Z3cHT9u@i#Vk4&>x#L^mSw4_WYCj|7=+MP|ulYM^99-qLTas3T%U zx|XQlpWagcyb%lDCv=)GU(~{L>(MB|L0x*nr4n!v&m=G**-TWH_&3)l69gCtj}&x6 zu`+@LLO-M^R%2sJN7KFFc_u=JhZiwVT-^AcK88jOxRm6Nh5z%N*H3;X{tIOoN2b$m zvhY69L}>=f@f&e4o1iT&mIjZDsTWmBf4{Z=cwr;+{o}t}1olnv0{lYA2Y|^sOSlpq zg5Tr1=y*AQKcd0Ic}{?*tfTSS>D}AkX8yP20BZ}VqDNe{T+lK$Oqy0I)2YPFXc#t3 z6RmhxSX_)?BI(jn59TFQMbzSg&z&ckxAx(jOLn-kPp>TPSM`WxJ3)# z<|uNCm?5=<&%ZX#%nnFV=jX(mSPjr2Lr<}qS5ggtvX7qQ0H_m~=hpN|e_$(@FK*y?6hazCpzH|*`{cH}3AYZU-y2|B-T{_%*n;BVss)q#J~ zF>-n`C4c6y1r$Oh&n+|;{njnBcUWgdBKB&&N&nJ#`?B1b^p^dI<7KCb6HF2HtCT5f zV_Z&ze^`l_&vQlLN9}I|)83ISd&nn46e!?IQ*6noee`aR_#?;*Up%Iff=?Tf7tWxp zpokc}A2u`Ff4Mh1TYL6w(yhAs;M~{7*o&n(_PEc&>1fNT`IHdBoPl{QzYCM!v|eDI zV2(#kcVA~QNYkqyiXU~>9sjfvXv&ZJoA)oH0Dg;0v*JboruP9MqJ>rFNJM5exRs)s zkc7ercrXus4HA`Pc&H`C57E>?xOG$Re(H2imB7+|t-I`2!`?vCIQtWmFujFFT!dVk zqHR1FYyCz_z65r`A?}jPFL`IZio@AqmCL=?zTly73w9K|C(lG({&bME%?ImY8H9(5 zElGwaqF!xD4(x4Y0ks&e57t=!wM7_DY{enaLJ#jRwM~%Zl>TCtl+d~2RZI_{I~2^nfIfh5gr5aO?t*AWdX9GN`fg{ z2v9EL0k#cwZVmZ?*18P};+yRiKkWrL>t2lQN&~|a$Npwv2_HEciS0e^QljJ`WEP(! zmHNKg)s$fgY|A*Qfq-AeNZuL#J+-=X^c&2-oIt4vd)-8n@IYcP48aDPFeVA1?ahqVPRGP4mU1k|^mQAxmKV z#V9r*V0Srg2udKx+ z`gd)x@!gnLp9}hYCrWI7BsrHg5j@u#b_|^Jbzv9JY+`|QWH#>`OK)mt!=eA#E?Dqt zb;0(R-i3C7{d5H z1GwKpt1JlQX8EssAN|=G@PoF9tUi-ms&Y?I=O(!Nv^$@}qbRGjh~BFhLSRr}KAn+P ztwtvL-%>j8Tq8Du*n5HtHl}xpX&fh_-}(F(T$yk^Y`TJ^iZ3AVbMqal^=bZSi##!$ zC{95Li`b1x88QaFY9dupMIjp!s@gspEHs4m7i8yJBMx7a;@2Rip09#*Zg|gM&PRY4 zO`6kcE-RcH)}YtE{Slp)$w{?{qLmCqM?RtM`!OX?f1S(HG6m|`qF;v8FLGC;0P0?~ zAOeZF229M!^-#sx&0~qRtH~thw<_3q7jsa^?&6j}GDLBtCmfWkk>%{AwsY<}{!4sK z5SiWA8JVSxN>3SQR4x^4atE{3MnC*UvLAEhjW)UmBboli-J@^+=J*1I2;w*ekaQ4Mzb>+0njY!XNrMa0hToqfz# zP{t1_yl)h?9+j})#`Qsl)!z|H`Oeogn`4g z%eMEm)nzkt5l*ZH3(C=w%VivW67KwA(_arCK|g5sIYFDs^PoSu8p8_o-Th+xAhAtL z!Y8Ovd41o+eQru$c3d#}BZc}iCXC;7O+mUcEVo}_UYAb>HR0=m&4kD!62tj6Vxlbz z%ORHcOzGjQ1!vU9gXV6Sz@JOYn}OTaU}vE&cRgm0&eJPlG1(mGV>Ex)rkqoy&3 zm%D1jbmJNWf1{riOhkaXpMr#8_yk9N1Fu~WDAsBu z^Jc2uP{ZFQQ4r31H+Byb>uiE!pJeV$LKm1@eF0JG0J!X57gpwA+26D6GlU?sn3jkjS4AZf^$0RgoEQusW$RP@a3Ce6!R|MU?n5Vt&fJ#mVMd%i@9MhT1R~tVPi9eU`Y)f!|yMp@LipF zU_@)Z^~#%;$A#@-Es@j5=StYHl{)WkuC9b5F?TJ_6%kGzv0PifnY?c#HSVx zOzhBC!DKFhuv5bCo3ab%mDL=Mtuv%@35nGhbbrVNM!FAdqm_|h_J%IqfwShCAs7$P zc`PqZMx^oqbQfRI;OEVm*Ma6O_yZ>9oqZlB^U%)zuN-dt>C;Gedf0sQ77%$gIntku zItcDAg&-bytM30T1yRer7H-{bFuk5dek~vY4~7vJd{5gq^`W#9AV;{H!vjaCA}`TA zyot9YxR98RNwrZF{^|xe^V?+aqER%tLA={)|K-hk10_Y zyC>iN1?dFtqkN#AK*0Z~be*x}FoA(Z>$GzZ%;Bnuii(3?*xaR7YDxN3cThrkK?SYt zbEuORi2Ikm@-M-}a`ld@RXYkw=P}-Kq9`++OP;O^f%+O zJ_>;}Jr-@5{_ET_g%QDW|LMlNIo|{weB!kGKpsm5-o|U6gdA4DZN3k_wyeK-r6-So zxt7ov3BlmvS~-2Pb}N3FU%W&f)d#<+bSYSO&U;ybZnxU-=Y7ssd>Yh(r$A#LKlpC> zhuLrl=JX#(WaK?dCv&Kajl5IKQRk{ zB@(+(n@IU(bhl4)V8^cfmt!Z$jbx6kKqT6~4LE4x1^vmtz^W-HxS^SvZ6>=d&g&gvm;z(^A_?o%K1k!nCw<&p4v5^<4__d<@B}$?`9$+32uun95?T~sh%74 zXND)e{dN20l_a+8iQ{}%_-o~X=*tg*K&C|K0~86&eYI4yH~53%QLhxrMxC*zpCH((TRO=VOgEN7sWaYgq+qd*H)Hn z(Gu;iqc?E4d%-fx>#-f;zwdKl{9!@L60oFdLIm-(sjEm6;EdCwOX7jN7obCZla6Mb zyf>`5HpBJvQHMW^T^%s*5%W$jkCVlb;gi!OZy#%>2CpVVBye@_kx#Na&E@W7G||3R zlN0^l-2UztKtsQf|7unL`Ab0aX-zunv$ly_PbZ1M-1vIRt=!E5ul^awOL>Gice*w$ zYF*a#F89P|4nKm-MIbeNaMO=;5dR0GRO8%U{r6&SRXp<^?ms8H1!e<|R#d8Y&Bj|` zFI46@z2=Dt6!2SIV5zr_uU`EX=3kN z-eV#R-WDT)Ava+oG&Z6Ub8q`(>MZEia*Ll^UUb}##`({A+JN)m9qQjKQ6nM(Vn~KX zch6K4+@yf$30uhGm5>F(;s3}6xEu9{e}b!+7(L#p557yMOA^1bgb!DcDAowbT1T;( z;Nn<{iLrJunI)^JfAYg$gL(`8CF%!ibv*o=c1oQb5J(I9m=`Id2xAXbY$es&)(eeW zj;{sicWfZN&{BNnxLwOsW;I9ZNkP$b0P|@t~4#w=K+GIVv3D&YYUIqt*$8Hg^X(z`E}NJC=}QZ(^GT!{Eth% z3k>kg?47%0Na(8gA|L)p^0uHwDT>=`3j;L*9{N=E*)^}^72vQD>AJi6uSupULPjJr z*zepLoH(qx+`uJ=a2Ggr&d*c-!T)~$HQ5lCb0>T8rm%#EY8M!^Ldq%601wM;Ir1vy z#yv9!m>89EUDjp(0h|xB>8aQsGlX#0)Bvt=k*hI4E>!8oE%0Ob_q6H=??(TT6&Z#S zZ-_4Y!^L9f1Z#Yc25aC|oz(ErRWRM?3KBoA7Td-Ws&h`E^@QMco{$p-NabkQ3g`82 z$xz;%bBY1No%J&NXDAU2A4pWTV;E0O$)9>%aq%VW4aPMQetj|}1Gl3(_;;|I^K@gK z$*rNkB2^ssr-oyOJwOoL{$TyWV{|=o&e2)NYjDGrunhjM z9Hz}U)!btu@f6hq%2a@Yh)G~xeB}InOT;z%Bkyyr_Uv&GvG?*YZhOpXPVk7sJdgd# zZr^57e~54a^O;+ytL0C!^rO4Fq@3cyQ!nxaHsqsRW6%;ptul-ZhN}8 zBwBH;SU*4IG`^-puCgNFm$tDb&cAn?zksAMTfUgp-m4mdTs>Lnr{*Gc>2lPeG|w=S zz_wS6)%q0FlKPJ&8oTEL%eEn`UHklr z|9gjlQpC3N8*GGeP_}{*_@b(Dde6tgJ^Dy1xuNXa=oj<6>qRlBfkkiYu-09d6yyoP z+f|>?t)U63@g%m&fEc4(iSga&fSXsr1ESSOUovl2UBsVfbxs}$b+%kMCjA;c{Wg0* zjpaBn?Dpj*;+$g>sTN1QMH|b1oL9x;OxfbyR4(AfGuC&v zs!6Rspo?%^{|z7?U@F{S0>v#|egDvxrjGn`Y7z`%l;Q1x?gh3>t0F({SyLyh5qN~f zPWK|J;Mz8sz5;A6;W^q@?`vhvLqTYAE@@Kud7B9u8o*AU=LI+C#sJfjQ_}Kgc*SaJ zZp)Km<+u|G?EUV7(W?4;i_j$aA=kD@Y-3;rPX*QE4h>Vm<4G4Pe{r|s|cU_*$ zole1;N6UZwE#o73G59qF#L%^`iHQyEKWMa3^T!pAR{wdc49GI1IUVMr0Q4@s8!2JQ zy;WG|o0BHu7A=&9%l4z_!-gTLgZ>0hyCs-;znVe(LTL-lUp!_Rh=0^W@T{)ssHymR z8ngQQOGw7O)#leQN(P0JOCCL`zjXO+P{;7Z6S$nE>Bovb-u5+&#CCZ-_W2nD+Kf6U zN|JIsp<6=|VNK!oRMN;Fy#=e{03kANF*oE|ntqxfW>feXFPA~n$^Q(;kPULfcWRTu zCd`8_-<@83d`P=3p7l!&w7A#S5_n8*j$(!YE(Q~+{CY_%gv8$wEeX_bH#OVKfP~gbaFZ4pc6_J*8 ztPUZ&m$q0x@yLLkPMff+1?qv%scA~Y((lY=PNQ88Np)Dqcy%^zhUgQMjq3VXtDPZNUvacrz*0!tCKpb88#9xZYtP5Xt^lX$zv z{c**hgoukQtt@D3vy0$*)LhCDQ&$kr9CaCL{dibsnllJYp8MI#PPC+)&^m zAedWl>vQBzd+DZU#;N9+(QIOhP#ZBhp=plgQVbG-* zwZ7ftA->K5ej4W0;@9(bCuc{UORe{kNO=@t_OQY?{L9Eu$|MIq0s-Jw1_xcO6K9*x zBXeO@Y4`qm+FS4yj+Wv}t0xF1~<<=w-a`Q;Sd>_3Q2uGohnT#cJwp3H} zo}_?Qwy(?BnnCw5FuCSq#dQ&gEqc|V-IWa)2j-*gb6;j|O zEXAZ`nOUNMdZhZiIK>DdEo;cFoC{;@+oN^7LXLPt@+3L;jNwm@4;1sijc(r+DXP}3 zt30#nxF6U|_i%AKCOa=VO4!V^S*Ij1Bk94wk7W!5&={CJ!zT%h|sLKc4b z8rv4C|33`*BzN+64-?FK6N%LzyIQ=RF7{B%vl>X|9O zb`R-(p}W81Nh6R7O8XB{*L>kIR@igI5${r2Kc7aBY~2PU`ZS)oD6^sI<2IbrkwlUXCCFj& zl^Kz-6pb3H=3p~lfJQ)Om$Fr7xlhBo`fQ_1pUEcQFvAB_0?$-0i{4R^2lte(omM<2 zdN2^zt2*&TW+-hSvC%yZ9aM7xN<6&?973ySSlL9A+(3&sarqJPjxXxv6i5jh5p?ua zX|*?bw7V9qe)2_(v`O(Oh`P;Sj|ImGbj;D_hr#EmbDkW{i+t*8(-j_1cc@%5Z$B&I zDD~kic8LzH(MAOD@b|CEGxsJ~+DvemNq~0gL4NR6k>*>-rlk4IyElzl>W$v+27fT& z-{BhA9ECzQzTT0ZB$;UM{Kf5o$y7@b*+Vs}*9-l3_0~uWU zZSsf;riV8oO=bchvpSSJ03ov1i*IlP9lOJ4&$9b1t-kpH=WUsQ;1MoRel0vrEE~f8YVGDt*9i zPoNl1^c5@h;B$LX^t=WK(}V39?g^ymAUrFk>2h1cJpX-^KTdAD0X4gCx}vd=n)*Vwh%YUN+`CsYCIG>S0?-A8%RNJA~ zc2TV7$(oH4{7UwQ=_w^xzlbou~d-Nr)!rFhp;XJWC?Dy*s((iPKwTN zsrSW1=L?xS&G}N*<#rMbLYAyVDkiKbHdW)M=`5A$Pt(F@opu#ESOV?&SLQUQp_v5f zE;2iB48UnK=ceIJ1`y-(^3KHIvKrxgcpET+4snrJiFlbom0d55=ols;dVaHqlcMcz z@})uw=B1uC`4cjw!AshHuG6j?J$e?nd({WaQIfjpLY>9?#}jPjHbcQmF$doQy=f&S zsJfkJKbxPvc|2}7UG*US%Yh4XXE3g+rKkE^bK~-ou*4|_BQ>$8<$UWD-21qP1a9gI z-GKis~-+HN`cBZ<)Jw)N_NFdG#vs-7E{kXEhaCTsBpN8!F=Nd zHcvaY(4^$c-!#_apyO6jdyfgu3JbbpP*=uuxO9-9xzB2*lvv<<_6?@h(aYtlAyaQD zL*qA7gV}$0b_7gv-$%I1433FLxX!6>q(O@aXCeJO&PR|?vw znAK-QOZKg=tu^wxYWREd30;TX0sxLiFX*R83h#v8yHTcHE2kti#VNNlk0$jVtw*bm z2wRo4vb|8YLku^nA}oL6LRM`i(IT_FH_R7077n3p6Q(z*JW8YGS5{Y)DXvd@bG$kF z`NX=*MU@`48~Y(c?dL%Eizp+*F3lku{aPz%!l43DK}iN)ymMlKHwP_Wv5S~O4pDj} zKJ8~5^X~6OkFk58CA7Xz8uB8)2UV@nciX_ z>ijgxJ;oJi`XC*VNd)gg^*~M}N+dsuz^T%JU!+$nCm8IVP|zf@-sfejPNc-v@ClD6!?&_IXvAeV81KX# zr?Zb_sNCiV?5b5Yj@H;sqV&@c8hujUBN=O%C0b3>Mj<%80t+0sqyo+Cl{HVieM6U! zJNJpf;{QHT@2)+HowN7tMGed=EQK2_w)uHcnj!(>jn$3_bQ# z+OZNz?Tpr*hSAd7tq%wK1)2t2vl4IUHck%c5-l=U(>3IAT!ry;#4dsTshNcBykbKB zmxGuJ!--OM`LpOH2%6NFZWZWLr}CwsK;0Gd4EhLoiQYzV3B#pdVGV~;Z+O(K~f>aGY!t(~1f&ZIy1P;GoUE(DlyTqb| zmn~@*h&7!febDrxn4&d}a@&W5e;Xgci+Ml}(ZNmaXfAacbsE2o=7x)BO$1Vi16K(K z!B3Cr!N$;O$xSp4@RsRlIw~WU=_Ixv<+8M*WnPJaH|DvxU66s_V@<|!AJedf`f46>@RPwNeJ%uQ3udWQ zAZY$RvWeBa0hpkwWH~zeV>L7Oyu)qDaR5fF-+6XPMgrunoxuL zBI=kUy~#M=a2gleh=x}kdyXdhOU>rfc-WkktBgY(q$uw6EZI`=$cU~Ftz#u3p1a=R ziqB3aKYWfFbnxWBP216|xTGHpDo-LiH?{;>RAnlMd6O=4XipnQ0Nv2tqkF znnl!4HX`UGY;&DXnEZIH*}F*=$S2Jzspf~kGu1&`bhZnOg$~L1hjDiGOZpuvfn9;b zxT;XL?^GTAfun%_H7g_YB*<>1xw^{&h5wc?_bX3#vwHdSpKSOswo?r<(*~^1E?QFiU|H)hqVmZw3ZN!Z)?pzNiK+ zx*n5A$}IWbgc_(4SfU;l7zx6eS32vXm7SE|wKA zm+CSh&2___RnR^z$`3GE>SghiVsASR-9rtOomz=xvW*~8iOTB_Bkdc^WYfV3p_C|| zLz8O7D?GSS&sXuJq|XW;OIuFA*h^MWZ&RSj95k#S1a8aC^oyLQtiFb{>bM1XehG@R7MnRQ!Z5a=Dr zxew>gFvR4J%Ct8XRuFDI^tWL3(+8$lBU)CpV2Fl%bzj@@Jjgm}l0=(PlK>l@a2NQU zG@A}FyqVwTy)25LL^{k^X|DL5d3wQRnAeCeebX5(U%{y`DX+*n2$f}D$g3mi(QKNe z0D7$asQ1oqmr`xPS%!(nwufzisPjq>ujXh*2^&;o=hJ_J-+@lt@+uC4={jNxg?i&85mKT3Xfp|k~-$&0u5rQT=!Rx*K11OpvK2_Fam+}UP2b$R^< z{{Z^yIJZt*I@v*6YwqAMc*9dSuuLQG^Z8JJNRC_X%hIMCws|RU^Bww-f+k^!{#u9>96Vg@CtlZNd%`95?V(S6~HZ@JU z_=n!aeW9{Yp|cAfo6=8`%Xm9tkJtYWIp<+5RiG2KVp1`>Iyw2AaJxrfKC`$-O$hQ%0(fv&Y`?osb7 zBue##wZgowSzr;+dyayjz$Vbz`u8EL7vr5FXbGv+#DN!1PX zY>v*jqGjFczFV2y7`GP)Lahldno&|B zQ@U0?y09mk-YSk=F?;!yOY{|cTrWPAw%?{(TP$=WEY?19RX08A9UDRBARFznOC)#l z>bFHn;+d}$Xt+{wQ}bpezANaIXsWxVn?zN*<;&0C(!&+0AIpG|4p)R@s7(hp=OJbm zb3r(ZhU^I|W^=_I%Y1X)c7cb^ga?D3B#a;q^kLry_g+ z!YK=rolYr!^ehD;@f+D)3LH=&=C=5j;yKae*5fcA1A`I%VAo7(?$XqDo)^@y=-`eV zb%X3LwxC}arz5(xngpNE=;n&EctzO^Uh0lX4gzTet|nG%dN4#-)j8n9`2_OIrA*Fdzc`bbW$qZA$yh*p z`+9tH30tlm2~`e+78j-BjSoj_xxe_Kxf7RwLZ)+K-D%nkx`JTT))@H0SwrIzgjT!t zAK9(h+}sbXDxXQ?G$`$z)&x8BdcWvl{8H+{j2|2TozYSHZdg^kWlo7eQNOONmH{Y6&CYZbwxpoz~t*B(&xEDNU$B>5#Gi)zGOG| zR;6f?raZoZB%K?1zx*Zqxr{*WC5uHONt0T(c`_#@&Qp(( zM#j8+g)q8AhMbk=kbw4xi2iBiNEmIUeu&ekOGB+c!-|oFy>$Q;Ufl+g#hmDm)AI7Y zJvN(x1Eunwr8u3`36+lWaxLJ)aOR|lVaucp^jfb?+yqxg5@;y_U zp9nU%5&Kl9EK@ciT;vwG6}My@Cm0AqpT1Y+t{H*;X9NdHjqGF0^h)FSG#g1!@ZQ-E z&ddv%r-OvqJV-VqS#WQM72VSsS~4G+Z6_(y${VD3%N5Ui+LYxRlKFB(xS3AfAl~3J z_$a7=nHHFL^nfc+D?r1^LW%HEkK}$-SZrpjH^avPhUJUR6>Gx&R?ufBtOpB2+E$*7j);pH4;J}oKKJWs~Se^=Yc2!%lGvn|e>#mT@ zkoRWfdwtcxWgXZNSeSHNS%+t+Vx+yLZi9H6c#|yTXrcl+RWSnHQWFnO!OmhqiCo#& zO?H2yzyit-wT>mCsQYY^DWv60z%=^;NgSpfVbrd^(1ebSPg5ZXdA^v*Z0?(TD{sCU z(oyf}TI+!SM(oXYhL#1OY{SV}G&+$_S#+kdNQF9AaFPk=tGmoSym~e$qdw&`Pe#RR zgj#Qrs7O$wCZT0I=cD>XW*HM&zLcD38}CWd66aANNQW$}&{y<4#YaYnx5Ne;!7{ATI%~OWx*n zs5f47$T1r_((jpMxKY3YuuRe`?Co};Ec=6EuNqX%X8H4WuYD_hqxenog9~LV;Q}R` zD1sU_C*-R6dFl|=i4)D}H{8sO(*ZBzlJYr4^-&|^X>{b(eU`O4DAA6_QuCseX&r+l zxzvS%Y3=xi-cX-9rBG(z(H`~*R!>;z(2U|=iBdv&IV21OeF{9XnDTb-at0CL27o2eJk-(=`0~zqGmibwQXm&|96re5&Fkv5)*R|r zp5^1WUfX?W*FsdI?fB?D1EvY6QkM#oY4 zfu^ihv)ITzLXqCIunyk0o7K(ZIT3udoe#ep3*S$J?rf*S6TdT?jZQp>LeT6(NRM!^ zl%h6WUgAUQ)dwQNWlpjCi2QlM*|-y}W{6`LpYxKZ0Y0P2AYCv&M)+IF&BFQO#Fs8=c3=TtD7(*1i_|36Pb26aTfH6q->Wluz z^9d_4hsf{>TYoLOvL1ScL2OrOFbmx&4W`PBb)kVShh^ys%F`pueXjq ztptns8Vm=fMz1=OH&b-mo6X&phrhfGB`EO-t)mA`%B4X~pZr~IfLR_MePo>| zB378TM($qeJ*Nw`9b`yKGw>2aj92DTBGmr0DwXmB8)n5!YFvbq7D2)EoMQT+wS_qNw0v2>O?Ya^6<8r{2qNyC z(4asYnweeQyqQJ%l5q);aWVSPGfi};mZkEj1+LRYB{kt{3djWOx$y8N?xA43h<{rc z`>X*!f72qP9tk)K7p37%;;Bz;qC~u+`C~nPQlxU>`%vUPb>B)DdBwMKoOB%CKzE#M zI%-E+y<(bgA!}vDAjY#8kN>FXleY zed{vvKcAJjk^0{H18UeGZTboja#^L*w;{7t+K3ORsKe_Dl{TeC*jGN(u>TTcX?VJ@ z&k>kRNB`9N1pvaU(=TQuG_!8r?mfpjHFhqk&AQB9l^nHMsy#6aTuN_m#iT(YBCUsuS2LhL+8;V$8dLVcgx%&8}uH zP&VUcvL~t+B~_bnXbDTTRv^kW^-}~?t2QZ$$fKz(=~UGcL0ZbXa=gR@*PR;b*bz7z z_4s5$vY4RVyXb3^oa3Q)+DbOf%=i=cg4v7`1Tnfp?&JF%u7RC6K{$tQrM?EvBI+a< zCg#k%vYi#wnKOB!*)%#dnNO{N5EV>|LgDz{Fo@{M+2lPdV^lc5?s&~(m=MN8quHT# zleV?|^Cr)?Ldg*MU-7J|3pf>*+t;8OUwM`JCG7KDeoR_Pvo}mpt0+ZT?$+hHh6BY_ z3&6tbaGPn%)xmp)hNXH1kj~Gv_iPI;T810=RlV1(vcI?No4A$QCO;$@oNIvTqUvD5 zU)s&1lgJ@HWEg~bPRN->v`A4+L!__D?0>TeQ^l(;nxnR+)FN+LeF<&-((hGRZzG{2 z7dho1W6d;B)7L^=f4U+y=o)Jo$IEJ`^+hOUoGV8`1al?FO9qW)L6MjVmk%op5-=hW zhQP#W@WqT{mw?~R3Mo=;P2Q%hug`CT*Xm5 z+bLGlO@f|?c3S0K*)#9hG8rh*53Y7x*({x<&5R4JwwF;e^$iGYrmb>duNwE=W^2U* zEiH87@XI&oDioFpAlK>cfT3{JgRjckux)4U(`aGTe4F$Y7tWW=59S_S$t~8~r<%tyM9G|&^T*ho>UNVV>=%0zRhjK00kk89&ho==D zbS8<7Ouz#rz$5LU7exz}s>73VYpaJx#gUD;PE8T(s0+Hh79qebh#>+?y|sin+*B*o zG^m4w8>f;e`v!)$WzJhj(+l`d?+8)GUsS6;)@xRTcZ^=p`{?uo*0M($s-dVyd+?)M zg^u)cdH~aXGDP@4TK04NV|RQy%(2ZNJ+2UqP9)2QXM>@(tBOI@TGbb`0}<^sWrV>d z&%VA*^c}a>Jt{QKFsY(lCWaZc9df_mxw6_e2Hw1x)Di@e>0*%N+Nr}-%iNoCBOJnj zo^I<{iIaK7Lj}or+vunS)3=MIb7*Qt+4IBucTHl0sScI0t;>NSMEQi2l6Ee-C~;GW zf@E4sW$_5W%B@Jg@rjADy%Hr$IgyC*+4fiDgH z;u~I`LRBUV#~7BO)f0wa4nh4FGgU*K>CfcembF& zc4bYxshsk5v29^U9Exu`<|5+Ke?%>r`MLKW>y(es+mu?^K$vN#mkt^j#tUkM%bPWn zv@LK(ZA&*HEP?ZM{Yuax6kS8sX|>)B*$x=a_&&qtrS!hXOft)s&ZeezHmA;FJzd$J zu>nLc9ceDTgzrM3RO?3f>y?(QOSD|@^{O#`4U{#>q@0;NCHSpA=CnXN?ZKyM-@eXv z!?_7{+N_VaBJbqfgS$<5Pd@$jNu7wTF7hyJ?&VyYR497P#%x2=XFrpOJEpKyzEth! z*69dHr3*XiAKV%s2P5HKx{f$*Hr3l98vn^ZWUjiEmYLRSr!pxMG!!EnB{a;_7NjdH z+hYN>`mUZzok=ljs@s7Vm}$bU}1b!ecC&nT>4o zIYnUVgPqod&|OP&cgze;YGz7WzlTJjW?WmPIN==6?apLVK}0#f)JlWoP*KVFTcKry z!n3z+b0oB*8ZyI_x!%ZoJ5gNSao$pPXrSht*ic$%1O4%<_e-uFhG_0ue#`QGmRTj^ z0|u&#>{}ILkutc45A_1x7t;pfO0AYdPTbIVp15B?=&H^A{2H@D6rcs~=%AIxxou&O z3$Y?;tBPgH6rdi^TD=?0Hf4l6C7wD@tgY=2DgUd0>*~K6ua;MbK>O{DL#1RBis^76 zW1FvW=S*kooTZqy#WwIOhaTRt{kG4O?8JE3uU|F6WN%KYddiCd4-*L%`cV@SDT`8Z z58mC)jYLjoYDcKqx%=&P_zsl!6t6nE`~NEfFo03*H^;2H`0$1dP;H_D~??CJNdriAmzxP24STX=4K z^_>G8{OY0ATAg$qU9js4a@F{DAPFcQw~)#o`43YjToQ~3>c-4Se;Dw zVg$0GsJpT;XQyd%5=3k+?A)D-Fe_6mh)nzDY1jrY&{l$;NUH1Wipn z&&2bq()VfF6nuvg+G%jfNLlQ|t-J{hK$e<2VG6?DMbr4bP;@I*QDdq#Z~t}OX@3wD z{llTN9!t;f3?u^D#V9Vyerv;2ws^VGhma>QGhZ zNR(Bp-04H>v?J8BePr{fZIj{#Pf8_S3x)Z*XD0Bl!WMKq^GkHLXA45XXf@2sr$LI1 zyy&{_o(FCI#asp0-a%25H2)bU6JSBjxGXZuy1%4#ms+qT?8D60)b8XN#E-|Jxz;wC zZY1{6Jn^(Af(88o~1scGf^5P9|T zV_mR|dx$}p0kR+E{hE$2L>rYe;hmIvp*?pRuOgJox6{03b9qNA>c;2i32jaLfTn;& zakm@UXY;l)YUU4*yAt<`*LK{R;-Tv!!aW2G@2I|5WTE%2vpfWTw)^G929H}H^ z|F99!x))U&$3;=VIjpJv#-Cq_#fi9J0!E*Xb4dA3>tz8R-?suz**%s-x6;YhT_z{3 zG4j^}xK~rU+Dt3i>>(Xf?7LG2ghy@{qB~@n3KwU=N^wWNEuv@B%3R(cb8b!YeXG2N z=H3A?RL-}F6wQ-m<054hMni*Yn~7O1UX7-c<7pHIXPE2P$a|3%xwDK8+d3IoCAL3t zr>?qDUigW@z5(84*6I>Mh*NHvOR2PxpN}3Nwe%RAuf*-Po+WEB2*<$pd z^_}q*jC27FeA%+mDZLyU2mx9`dXO1P;9X#vwb6W$wkFon&!%yB5!Uk^(Wn$JJK-y#P6iDNcNZr)na} zm(NFh<9HRG#)^={=8erQK7OE+BX|txj0S%N<_Vifsr#u1XG9lxbV{4s!iGqcg?kt^ zZJP~@Uim4>nO=C~Rx#0mjHoEj>op__p9Mn`fF>^OKrINQs{By3IMR=JK5+WUDKTA= zPTVOeq2nOKr&&qVJ>O;Bwp23!o>)eMx=a>3^wHic5fgKn z6TPiW3g{Mtax?x~KO%a);YHgqzFdWZiSNZ`V&RRD7Kp&XK%*q5?Tf=f7kDSSMH?DM zySfXzJ`fJwVQL}e%BYfA)n4us(8*62WpEY#eapzIT8ZX)^+0G-?vJXpLFAF43lDX4 zJn9gY2^7BLK+m1_^H~<%dfQshFvpBG8Ju2^I@~I1o4Uhn{begDVALq*He9e*x}a@B zb{VWwg{R3%{Pf8aV1oNWBk%0I#6``wA?{ULZGn_IMEZcO9@!^W`z_PBSaj@a(yGv$ zk}}^VD!*WEf<}xI&(and?6aVCXKE%-|#J;EXd>lL{*F9!*gF)Eo!-RC+fD8Sb(%xyh>CjlA(A`P)$W zFh_HvP*T#hqYTl{-<+oRCcZ=@f3176((!RN{$wE$AZ?eDXAG%^X3gG;TS`X z=djPCsyMfOJ90-GgTnb6zr7rYkII9#P7>Y#tpGd91+MDe4CH+@C=buCYO@*q^-|SR zNoWA35)V`h7*nkn;#jATN7_CZ{)8%6Q*V(ovn`4cCn%Lo&&dpwZm4J;zFxZ5AsTo@ zORv$wFrBvx@|#7Q@M?aK2f8d@6&g)eo5^w!(GNg9rJlh$Oeb9d@k2j(LGC{t4a7hF zu->}VX9|9eDjh_Ljohg-xgR-^Ma~i2$ooBUBB$!W0QPx47$X!bv~X9g<1HiULr~%6 z+tp_4^YN|f&MAYYajVAmaW$%9^2yr2V99V^8o z8N;}&ldPufy5c(3mrS$tOqPgprYj4c}TIjQyCjo zg@^Ytj`XeIN6VF_MUhdehlUyJga5Cv?+%3e{~wP|R%MbW%XiPpr&AN?r4& z5ekF1Di}Gcu_@gcfX~2Br-kJ5_JIa&!*Ey&udLttcLm%wjPnLbcrbf)ibx0_BvkVmfH9|1= z$3~nntlnx#VQa}Gmg{(8`s(+K5w;-zi892yO6$#V3#iy^*Doifif9|Dq`NC=0e`}@ z6Kq<`WH)#O&EKR_kcJD2YFE1mD=E%e?)*tPehuJ`*!WjoRptgsB!1!7_RFPK-J-BNOTu`=()f^YlCD@A z`<@7qnrXwhhxlN%^|T+x%N=j=*+9Cb@vLCJ9A3}+bwgsU;dhZaQB0@FZBfTKlL{Lu zf4ohn%`)>Wdxb-PKmk?Z&*!%m@y~nA>SeY!m){1N%uS9>iCK{oV<10|CfxgNVu$-K zm+j4abs=XG#n}A{YZbtUau~lrQ7K;G-Y6%Y^KvFGUyyi1(-gBNvMlu^j{a7aN^xow zf8U}FkT;{XV-kLMo3$vh!bZsyCw$Vs%CtL|hQw~IQ>k|eDC=;H(&PD|nLAn|%(5(+ z5SiAqT5Xy(7-ZVUx?UfsV{gzvi2~&f)Mb!b3UWrU$iQYVJo;Z(Z-0ThQc^enq>CAF z58iB$xSW$obXHaAW8kfyN&HLRAT`lK2UhnMtX8 zOx+M{s6=iZ-@tcF=SdOR?!YG7vBG&QpilMUbMl!^hQ?|6L*syw@>Q#F{>rE%l3Kr4BfXb z&2c^;LoG9xfO#F^q}lekvo+2o16JNDbC>wLe1+;o7nbh$(Q0Z~jkYLj>aG2T}q-S9p{^n_E9;IUVHg~uD%QL_Dpy&RF7E2bN8foqa;5ndoU9oi#9BR*|uwa zUX`^{CZZ(aNJX)X^IJ?b~ACifBf#i*6Pk#zWv5UxN4~Q^K88C5^%t*ob|T#Sk+9ykM{EZx4%~?n2;^XXLDda zd7lvQ&&gyYSu}P|2pHdhmVn8|2bw8oS&pBZCPkIvdQz@)#|xM{`@i5)X7`+ z_1by*xzUFGDT9yimPdA;XnhMa>`d8K=GNuY^_DqP(Y)m}(iQss9;2)0|LpLsfE~VA z56PJOE;sEAi3aXE^{T_aSj{Pfy-AbLtq149<}1#Yq57|>+a$$e>}`H5loysaaVLO>y~r} z!>`wO1B*o4Udd$4qGd$S>n9i{oJro+eWRNioEE&4bE5*E&%Wfjf^Gk#K5(PrYre^( zOje?1|MprikMjo|&WZVR&N6ZvKpPP`St&9szA<{qY;Eg~^N(gmkB`>oXMqYhDP>fz zZ!%m31 zOV%ex`Je1WAb(Tn{(Y5XHmbeWLUz=M(k6N%k=Pfqc`K(8*U!$Tt0ONGN666Zlw8@r zf9Q7UOGnL#h4<*VqjZn&X*v1gRr0*#yyEzvElx@f91JA^zK&^Y#vyV%0$P0;=z{w@ z83viG@~C>#(#g51EvvUA8ZWi8U))FPGtR2wR^e%3ECIhK`S=8Uf5+CkQ_2D7w2^Go z&kGDP@8*TAyi=d9Ct9pk^|Vj9laL*gffbBBPw#X+{Z7(|Wr!T_WQG}3Q}00~;YfCW zWiWadx$Mjl^Zn`|twca!qsEn{o&i7SuW_@#xUE=oTB(SqpqKVY%9uGs!qip6J!n$J zy4Fd-0mrkE8u*&^9B@`(=7{(ON%WudK(2eYei1h<`<7$Myt&*9Ne8OWXb`sSQ!`>U zD6CwI1qTg$`W5zljUab0Pxf(Gck{9_aKBaFG!h= zYtG1e2rJK;GF6*2(7wjd811_xohv2k*%|eyvS*S$UXFN^{_%y6j&04G-|*8(hCm5K zQPQY5-#{+*?JM?I#U@a})I|P)5OnuUyy+AE6yTtJpOXKKw9X;)gO+Rmz6-R|2ng|c zkr-J`A78Q1Xl*%ebZMBhFD-9YKpS(}DuD7t?obURZw}|PY>VUC5Ueu~Szj#3t3%!R zd9+TtF73~u{0oMd#fa<8;paa+AOb#}D9zHdMi+KBHPcgS^tpu3YUQB_ zEVeVEF8q_^9CgMc*m`o^OY>CXHp4YN^!oIFlvzw90Ugkmn~{I*P|pCZ;9|}U^LAuD zUna`)kC_YQrcbXlm6NhsH#D-s;|m8ysOxw_sQ7w;ds%3PZVbiqXF2G-9tfMX*s!Tt z?dgR6H8yoBfVpFLo+4=-I0vu2%eB^B*(`hO?9}*7%0AIw(u_mNy-XCtC#9#!(5iT) zjPn;O$D7;N1Ld^4OI4!)lqZ?H|Ksa6T15cLDD@A=_KA;V*P11}L22W8p>3SO`-!ro z%9=>$`NXNDEom12l>RhJLgg{IArU?y1 z@G|8{>~^p=4!Tt2KKbAxT#$k4$2XKDmv`~^X6=V_261y9A*vV1?Y({oKJ9K-g=~nZ zd^i33glqS#3;l(7I8Fd2%YQJW6Zm=KHK~|IV`rH40|Wo-QrpgTi6H@F5-*URIvROf zd(Gh3aMjX~%FhO(Hx}if`pLb1b)pn%XE)xwqg@ra$&6;qb*Vp=`Almg7syewP%x4I zHmti^XA3sZOPX7G1h%#JcdhS&`RL9&*J+3Ffgc!5)>#B;EG&F_a!+kZoc=jC1J66W zB57={PDWusYSV+w|1c%i@vz|2vyMsBxk0wkp5VWf3`!2K4LEWJmk0aTegM$%U$7%i<}eq351i+ zRq%R=W2*7Ri%hy+^>LYgig{m*V-mK@((=I(@gDfgi~UU-W{sUsm7+C%3f0LrJqi6< z?jOd^Z)2B2k%;NOXe4p}mdtM|^t!`;sP8XLw$7@?ZVKRFMQ3PqGTNVSZJTGBX$sC` z_^O-fQxx-+H!v3XaNaw~-TMhc6y51EtrobEe45})V}>91pK_2Ivt*RP)MOu{8dE6K zck7i~9uhm<+)zz0%~34(d$U=p>!W4uTV@>Oz3E=9pl$5S zrSY3Pbyd6#dTDlbqLRAH_Aik)_3eG|x9rG+SDQZHLM38OJ?&~|QY$Jq98P@d@%7%| z>VuKZkU?(#&m#P-MMZtax(&%Ux6A`#{=Ve(kG=8`1il^V5%6S!4QPJzo&%Gz^l36U zw^w{oP+R}%Yb3fD2S|y$T06v$bz-Y$=P2^eQIkToli=^y7F=(n;C5SOA^G$?wmz>6 znAAV@_L8nUO9)dVE?~N%BdceWCzv(v)(Yc8RgBiDDhUZ5)JTvm?JJ6Jk`?8=r){7(1Jet?b6Q zCPDdcMtr+Dw&4KAMP zmA4luM6gyGD=S%>I)jSlGj6A&ETKFB9zh2kJV2XE!SZlR_Xv|6l1Y+GpYTwlEwFG- z=c4c8{^!2uFVpIk@U(cnL*3TYwqNJ}3~FE4-DxFNQdU$4~r$%1W6-O+DF z-V^Nzxzb|6mU@;yn`$}rk)NrbKE~te(|D^AhNz!{UpaLT)Xndx@6tISQuj9^-D!Eh zN#{}pbMpPP66+b+sSfRaG`D&upG73el#G4N#qr8A+m8ukKZ5 zc}qj;1!aECm`PS2%FmSp19aC^hZ2W`NY_m0v1#;lc9SrojJ zb+0lG%kopDltUTk;nL1ie7|Y&PispI-%oJD8YE~3gtc8 z{wZ01HU5k=936(d_bY%xP1wEOSLfw7z^EfD6*3Be8<*{+l+3$bGyf6)1N$69y=oT! zWDl@}8*uqc2NBmkj{$Q4_dLtd|5R}cu@T8#doEyWS;%>;fJ4mbJVK?TM+Phh18q(e zJ6c}%1Vg1 z2Fg3WxdO~=WW&Batr6(<$D5?n0X3BciJ+~^xMWPk$*;)l`<$OJkL}7CGorQqRgjv% z!IB%jARh&|%n^&U^Q*LYKCKf`7_u4qHg|-+?r6x>>yJ@v-a!^Bbu09#ksmugh5EZ8 zK6v84$(_<~{<|Lj08xNn5e(Eok5PzAm}Ffr-Q%o}VwVS&L)5{QBR)Y$WlLNP-!Gzk z-DsG@AfDG#+abkUZ$5s6TuF5pg@ffS1%*_kO($dVKQOsis@$2{AA0n4AxqX=K}c^) zj-!>Yu)?}wTG?-~l|7^@ou~MU8iAVGAWlkt=)*c@@ut74Tk}*aI0ui}OF{FZfU>Fw zA$H+`3>er#LY(N^%I+B=6&?njS?I&@oSsUHA{L*q$!?=G*oZ+=@qOUq4-?`qqAC+;12040Mva2ywDj2@!ug@Y`62NBpoTxz=lBgXz+!$Y zwk(~7NnFIrMWfU^qro2P%1&`AU4qj0YiaT!?r-bhj=3Bli zc3viW^`r76PoabE>sLPbYXR$g$+>ZzRipGM#TWJ0o_0+x3UySa{(d^*PhmQYTGEkJ zF&}qc-wGNzqjc%I*3+*a%M99@4gSmL{AJ__%K`2*3Lxy>spW|A1O3u!PDvO(a-kbZ z)Y;so7o!-Q1J7c7A$ij(Av7Ud^h|lct~OXKupdmpR5CXn5=DXQp19=6o_No)#!4w8!+wz@#*3E|3|rZl!s{hf!^?)kp8t ziTw;c)b!nR!wh<_AyM~tv)bvAK(`-9y`ADy2i2Xx?ihQ^ieb3F)FVUk`$3Ynr+U0WpI8?Rl?Zt+G4^|kd5HiFOFbRz9L;eWAp3J%q5jX zINqs}Ycol@JbRZ@Vyw*s5#|Rj9d&(B#l6e+y4j6+J~MAVPJ>dvL{}j@eEF}|6@?7f ze8{H)SzoJk=Xf|v$o_lhNML^f8dy8TyH#?mlwLx+qW6kxN7%9!XwV#$n{nJbZxA&8*uy0i=*E0TbWvIRMW2ujd-7uF(X)TG37#o zY3i7%R{1M^Obn)28~RjOope*M?#}p-*w>+?gi_8+vy<(VjrY{~8f(IjV9GOo7qDMm zGk=aUphX)zy#A#5_EtRwj(JEo=Fh!x#u#~1VNJ0TTQgtFzZ)6;H$%}yKzgaOGbx3G znxZ`IrR_V_#2>YWvllX!xS%fLGqvh#_0jGtk!_DW8}ZzCo$?+QTgH=!mG&2E$Xu3E zqn!0*aKiX7fpfL;7G(;x9`NSGrCF*syOojAtfdg5cdh@`VhMK^t|<$y~q$;9QTf{CEOH^ zt1;VAOvdzT;DYaG*N^T7XZ$SC>lVI%va^12u<{Wp_$RTp8n^Wg?ayW|Dp5|V+e zx_q!8w*#om4Q#3l-0^twfZ?e6F?gzf_eJ2c;Ih9u&1_eAp8)K}&4+3<$dsjr{mi;|O^U^7kD*RlI#P%TBtREz`nkU-CT|wsnucKHmDlcD%br2!hu& z_b0D+i+!2-c)+l$Q}As-{M#U)wyM+V)igud3E|xa%!pF(&!clEr;Mn*$J-sbelP+E zJ(K?(`&Eb~EoDDH@~=^g&Q8X+W9*yN86C6owV4a8n^%`owgY^<7}$I6brEgoxG9A( zsvG^RA<=6mYonrVk-njRmYyDLbBzAHy`mA>l`o`T6HegvM_Ml)U3+g_!zM#lejaTX zQ_6m(L5=FFA`)(-r9i9xzIb_lMN0e4_>CoDSbt&snA=dmRJ`_^t@?4(j+LvGtJ^6X zCXpT(c19TNqr{fa)aP6CHQt+*+@}LS37I)r#tl~=hith-3O-rj{-X5J6w=q=7?I>v zZa<7zff$vYm%o36hB(QS+eVKUkfwZOo>5c)NFsA`kz4y zAJLT>6ZJPW?m9!Fl$%>UK~o+kV)(U)^xuup4^ZLsm@M*pPLa7!7TTb)3}bICFLM88 ziI$P5N(#7LiJQN1dOTpDc;MHqV795zh$*_)7c zUaUH28=x%^0DP9}KT!dYLm2{-G=AGE@*`B1d8}%D%yd*#Z{1fV@&WhhY`FBD zph{MQ;#D=*%}r>m`FqW0Q?=YZD{G%Th0(>0qpW9;*3^rnOkJld8^Bvb{etf{8_jeXj4ga2&PzafSKy)nGx0Y!~x9D1JdWiazhsbLKmc< z_xQe$rd)d9=;|{wiW`lPbFF*h2CM0d71!HdFXes&-Ma8)Dw+Rm4^GaZuVH97F4?L@ z2q)UK5XOC4%;9WX@$aecNJ#wl)>S4s>aG&rkt8J_)5xT!BfBCsPO_Ys&F#H)!V94D zPd~&RoxYsJ1>Cn){lx!}xm_s~<7MM6hMGjt>8r9m@W?gw7C!2GnsFnTTQI3Adbq}` zsX2FjVSc`*i{DQIN4@owJAjo_;Yo?1+2SV{QNXz`dScGNhf)KmPR)*o_?yZK`k1h? zK8=`rvY@bpgj7~a_1^8e>YGH@Whz~@B1bt_va2Fd)t~3BbQ2=$itjD~#~5VU>_Xdk z*JYelRP$Zb;e=HN2rFul8B%=$Wb&+e;K@QF<>YT%u@|$ooT^CV%G@dG_0|s+$E!AN zM=xsz@P4_?v@$?Fo*NR5C}|E|xV3mk+$3LfDXgZ>IYaPF?rHw=Q=AV%O9IWD_{zOE zEc-r{RnmYIluLC7gnCSZiRB6Uf7K0eyVbe z!t^w!9?^zNhflOawPPu%Bp;%b!gVwy`FKs)f+i|zcJ7O#3bLTz| z&$=Mc3C3lj$E_E`=fs~MciZxdJZ@`4y_h+QA8qVIUEW$5PfZwwlI~~(z{)dV73*vY zhA}o-arjt%BIm#D-Cuu^X99sp@IsVp@u< zY}iuZJGzrLvRBYq#B<2dfP&W5>+##lk-5llJY|*imvI#z$4FD;!W49pL$BT!?mry0 zJDY}?l@hk5v4n`O7*V~||HJ&ApANl>c=`vG9l87OwcMtorZ-|r4IwKqVZ+gG2M$=t ziA><5ZhE#FRpdsRLyhx!;)<(foN`-<-m^?88{fm5eV_fo{TH0Ah;?@52r~2t!h&L?7mo2h%AA51-e5H>%&mjvciOR zVA3K1t=tR6OTnVo2=EUM^smZmxsacKzR&h_lFXS$Zm=tOs;=`Uf;uuKqLQiOAj)2VtR&0T45>R2Ap;lz!rV zb0h(^q zPW;oW3-2XNbbug$z26BSGGoT~jl@Iw!b~&O_sg}q;9pT}LN^db>McdJweh|w7xvIS z0L2&}>vZq4AA)-e1*BeC$u%+|FVpOHnxYEXv?6*7j*a*rx-UTge+Cy{8~Qf<4O{9A zt9k0($I)_|D2sgg?%flidz?4`;+F;>>t5RS@&sAO)2Hjv=4TFxbrdS0Wr&vs?=Szl zrb(dHzXszZAd=>|Vg&+Vvs*-26awmFSBNWUxq&c^)O}eTt(PLgcqnI`0nYlzK}QJ$ z@2;#)kFieC1^3BTFpy7QWy7&Fd15XUQ~Donb-HM%>B~c7oA>3|j_jFo9n`~sVRUo7 z&2<#=21NEttJ*$LCSFH@{SdCmoC3JA3Sv6D$Cc{uf6S}Cp#utH0CQO!Fl5830Ysg> zX^JP%?7*Pf1E5JR-?-cU-_H>1f*s5xI9n`t7~*~B1oAM3=mQM-7;)Q<@GhPXn>nb79$we#K&P2X%E20khNF+0HQg^)GNsUo%U~to!o$CDBpk)tQK{; z9=IXu<1(=IQ3M=krTi8OFy5O!mxvD$2O%rK@SSU}%%j^=m~3M}c!} zgcF%g)$nhKt#j6(r+6tQnn3u21B5N$mXd~D_DzeK3~?jmahGW`DPFCPPZY$#bfU!cvk7W+V!mzVl?HxCDK z0RRZl0|Nh|?yt$jPXWZvE@G>cV;L-076rDM5X5ov&Ma~Yawj$8L-)SbX~4R~IkQam zID)95{FWKGe?SN%JuqE1Mw+Qeab%c9KIJ>6rK1O)SJ4Lsm@WrayV$9Pm*_5bu<>f zwmA%+`_-O+rNK>MME9Nm8i4EYMKakyI_!`WM586E7M_+%=~xsBwvS)Fa;tNv=ilC zexZ}d05DCpQ2`{z@dDAGEg2Beu{;!aOBu6I%mY3OkpP&**+|n-!V?PMbmHqN7O2sx zKU8WL40N5-K@V)fuerQwL%SY|7Ud56@^)FF5xH<^1Iwu;qHeq!@ z{QZYk>ASQ7-BC9?N_@JZ(S8wUD_V2nNLKhB#||hQwOs-b8cn4sJ|fH!d_jvOO1X~z zqyN-^j=qbX>50UI9#Q3k0QNXP4R|q^k926CeFE_O{9W@+gA>Xydij%L z@Daok#U&hbQTWhZ$Bsk66u<#z*uR+KMOfQWTE-bLOkW761ZH4vdCxSd3yM8gW2ElF zhqQlq*s|DKXaQG%y76!)ne`9K5|W7xlSd-3=((eaC35~?5D;F-!v9hM!jrp$en4fX zKS=-J+~a+J9-4w& zxkc<$-7Ar5SP5imoBn9$Bz^E0%FLW=lJ-4UE+ z*>K_4%-tRGK0gS6C(;2KRN>OV5dx854mN&?_!6 zd|MVt$fTk_5_5fwFkrb)%P>8!$kh9VxTN1j`)~d)tm6RtTqN8aUlTBup^>1Z z3=J`uR*+_3nEw3!%m?5r?&oTLL&(T;8pe+jo;xrAI=`DRw&lDXW14%9 zw0IzR*`oL;KZMm}9M>8vc_42}(sVUYQvO^`rAEH%z7snj9k&?(rz?^^xvvNgaJJgO zlw^r7o>|zT{vX3d>%fKwPYoE|MJZ>_8prh8hbC$!9sp9xYSYR{fObsK1xRanGcfRn zJOK2$CV*@0*o(m*_GQD2`uDmPr3P^q&+Ny22RUn|4Y-!La2R1Xcmx5VB%^dXZR7^0 zOTQXObHDLe5D51n=iHt|AB2Eb0U*f4-cZ;NblCVOq*}y@0J=1$&mR`5(f}j-e~4BQ5E){} z2PX(CKgMRpH$rsd4pp#S*6`UI$>$Cw8U_p`MP}M37zv~RyhwM5w?E3>uYg^1H(JAO89`0eN22owA>!0v4Fcn$x`PPfnjFRxg!OIHqt%OO(48IFk;{r6uYyuCYEI}f;mH$9ga_DR}B|Eaoj^ic#f=O+rL zlSMg@fFgd-1zO4zL2R7t51G3OrhZno%Hj*SG26=Iu^u-Kf|mb#AjV}jHQd;f`I105 z`Ek&9zH$~Z97pJ4ayOq%pm9Q6Q-Y_rYuqp(@=yoS4XgU8gk|;pc=RAm5UVnMdH=Bk2qOA-AbBkt?x&$z>=93O zPd$TJQQev9UiHPyRy8@Aq79XVhy!T^FrkxW3ubpDs(ul2uLtM}On~J8)SRW}_Wr3A zkP;N8XC%TJxEemo>L9TUs<8*Y&3nJvOwYzOe^VN7BT>l#Q%kWBd)xTarnN(3kHP<|PDD}iX-vl1j=!t{@O|au z$7SzHJn6T7nsT?hT(a~wRCC7*}AXcqwF}wP%vn*%#3OB zUSnbFUr_!R*-cs?(CG3zb7J47U?|9rJ4N~0B8|^b`w8VW{%o>Qsy!UfF(4?2#x0yD z03afcCL=p;LfkfwFS%@$L+j&2a)qcSv^jhBP?9Ood7IlE6(b}A09ayNLWB2~u>&JOY)84;7=V#>)%Rz!US2)CNh`Q{Y;k-_7Z)pw@>l|7|Y`T zTV5t=dY2Fh%cJRt7pu)^5H*=q9%fhx$VrQ!Qg($0OCkx3TFp`~hpU+_j)5$fswbs$ zEt5eYKC`=+~k8T1|A*_2%8hNra^e0WUT zTuO!IWOfmQtYg8grRrnB+J}>&3LwL}Xp-`N?i9U5jO;j?d-B9AINzrlyJTtaOB!?( zFRQSoa;VC5X9Gsv#{X}nss`gXGU4=6}j1dK>UJn@N@&`?-u3a)giFPb@`Af^sqD@e4Tf(v*b@ zmPUB`{co|J&$fYxTMYM_3r^uF#+U4Ln8`_HIYt8sw(;OVhzu|#S8n8A*;n|9&}!*V zVo%Sq+T^axX=HU>7SgZ!VE+L20&C*xa;>HY2F$?C97C~tZuh?`w9D~o7eEglNv$aF z+ZjNZw>k^^cHPfG0uih6Ll%=HkuH>(X#>!$$lW>NE z1{1kk@|7R#?>E*<=jxGWuhmgA;Eo(20$*3WqT^w}D8%|q-fSuS+((~)#I8qv1OEpF z$n{3cizxoSaUXl4HvSP& zKHt)EjgJ8J|HZeR1hzi(XIh{vA=n4D5nLb!T~_I-#U6_LdYCn@W%u}YK6XQz(nbYZ literal 0 HcmV?d00001 diff --git a/docs/proposals/test-reports/pedestrian_tracking.md b/docs/proposals/test-reports/pedestrian_tracking.md new file mode 100644 index 00000000..49eb3b7d --- /dev/null +++ b/docs/proposals/test-reports/pedestrian_tracking.md @@ -0,0 +1,127 @@ +# Implement function of automatically algorithm performance tests for Sedna Edge-cloud Re-ID + +## Motivation + +Person Re-ID based on Cloud-edge collaborative architecture is a new example feature that Ianvs will soon support, which can continuously recognize, track and search the target person provided by the user in the source video, and push the video containing the search results to the streaming media server. Since each service module flexibly supports the AI model, it is necessary to provide users with the actual performance test of THE AI algorithm to provide a reference for the actual search effect of the system. + +## Goals + +1. This feature supports the existing capabilities and runtime of Ianvs and integrate into the Re-ID features; +2. This framework use open-source datasets to create test reports automatically, need to define metrics, related interface, preprocessing, and etc; +3. This framework have detailed guidance documents. + +## Proposal + +This project includes two tasks: pedestrian tracking and pedestrian re-identification. The performance metrics and datasets of these tasks are determined as follows. + +## Design Details + +### Metrics and Datasets + +#### Pedestrian tracking + +[MOT17](https://motchallenge.net/data/MOT17) is a benchmark datasets in the area of pedestrian tracking. + +The following performance metrics are selected for pedestrian tracking. + +1. **Accuracy** +2. **Precision** +3. **Recall** +4. **F1 score** + +5. **MOTA** + + $MOTA=1-\frac{FN+FP+ID Sw}{G T} \in(-\infty, 1]$ + +6. **MOTP** + +7. **IDF1** + + $IDF_{1}=\frac{2IDTP}{2IDTP+IDFP+IDFN}$ + + $IDP=\frac{IDTP}{IDTP+IDFP}$ + + $IDR=\frac{IDTP}{IDTP+IDFN}$ + +Reference + +[1] P. Dollar, C. Wojek, B. Schiele and P. Perona, "Pedestrian Detection: An Evaluation of the State of the Art," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 4, pp. 743-761, April 2012, doi: 10.1109/TPAMI.2011.155. + +[2] Bernardin, K. & Stiefelhagen, R. Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics. Image and Video Processing, 2008(1):1-10, 2008. +[3] Ristani, E., Solera, F., Zou, R., Cucchiara, R. & Tomasi, C. Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking. In ECCV workshop on Benchmarking Multi-Target Tracking, 2016. +[4] Jonathon Luiten, A.O. & Leibe, B. HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking. International Journal of Computer Vision, 2020. +[5] Li, Y., Huang, C. & Nevatia, R. Learning to associate: HybridBoosted multi-target tracker for crowded scene. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2009. + +[6] Han, Xiaotian, et al. "MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark." *arXiv preprint arXiv:2111.15157* (2021). + +#### Pedestrian Re-identification + +[Market-1501](https://openaccess.thecvf.com/content_iccv_2015/html/Zheng_Scalable_Person_Re-Identification_ICCV_2015_paper.html) is a benchmark datasets in the area of pedestrian tracking. + +The following performance metrics are selected for re-identification. + +1. **Accuracy** + +2. **Precision** + +3. **Recall** + +4. **F1 score** + +5. **Rank-1**: first hit rate + + $\operatorname{rank} 1=\frac{1}{\|Q\|} \sum_{q \in Q} \mathbb{1}\left(l_{q}, l_{1}^{q}\right)$ + +6. **Rank-5**: top 5 hit rate + +7. **Rank-10**: top 10 hit rate + +8. **Rank-20**: top 20 hit rate + +Reference + +[1] Liang Zheng, Liyue Shen, Lu Tian, Shengjin Wang, Jingdong Wang, Qi Tian; Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2015, pp. 1116-1124 + +[2] Wei Li, Rui Zhao, Tong Xiao, Xiaogang Wang; Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014, pp. 152-159 + +### Framework +![framework](images/pedestrian_tracking_framework.png) + +### Embedded in Ianvs + +This proposal is planned to be added to Ianvs in the form of a example. We provide datasets for tracking and Re-ID. Then users upload tracking and Re-ID algorithms. Finally, the test report is generated. + +Files added are as follows: + +``` +ianvs +|- core + |- testcasecontroller + |- algorithm + |- paradigm + |- multi-edge inference + |- multi-edge_inference.py +|- example + |- pedestrian tracking + |- multi-edge inference bench + |- testalgorithm + |- tracking + |- reid + |- bytetrack.yaml + |- m3l.yaml + |- testenv + |- tracking + |- precision.py + |- recall.py + |- mota.py + |- motp.py + |- testenv.yaml + |- reid + |- mAP.py + |- rank_1.py + |- rank_5.py + |- rank_10.py + |- rank_20.py + |- testenv.yaml + |- benchmarkingjob.yaml +```