From e419408c90b6590826a0a3f98f12c8d84555b8e7 Mon Sep 17 00:00:00 2001 From: Gabriele Cuni Date: Wed, 1 Sep 2021 18:49:19 +0200 Subject: [PATCH] Final version --- DMO_proj.iml | 11 + ETP_report.pdf | Bin 0 -> 188050 bytes Instances/instance01.exm | 140 + Instances/instance01.slo | 1 + Instances/instance01.stu | 5751 +++ Instances/instance02.exm | 182 + Instances/instance02.slo | 1 + Instances/instance02.stu | 6034 +++ Instances/instance03.exm | 191 + Instances/instance03.slo | 1 + Instances/instance03.stu | 8109 ++++ Instances/instance04.exm | 262 + Instances/instance04.slo | 1 + Instances/instance04.stu | 14901 ++++++++ Instances/instance05.exm | 462 + Instances/instance05.slo | 1 + Instances/instance05.stu | 25113 ++++++++++++ Instances/instance06.exm | 623 + Instances/instance06.slo | 1 + Instances/instance06.stu | 58979 +++++++++++++++++++++++++++++ Instances/instance07.exm | 82 + Instances/instance07.slo | 1 + Instances/instance07.stu | 10632 ++++++ Instances/instance08.exm | 185 + Instances/instance08.slo | 1 + Instances/instance08.stu | 11793 ++++++ READ ME | 23 + README.md | 4 + Test/test.exm | 4 + Test/test.slo | 1 + Test/test.stu | 14 + Test/test_feasiblesolution.sol | 4 + Test/test_infeasiblesolution.sol | 4 + Test/test_optimalsolution.sol | 4 + benchmarks.xlsx | Bin 0 -> 12868 bytes new_benchmarks.xlsx | Bin 0 -> 12328 bytes src/Exam.java | 46 + src/GeneticAlgorithm.java | 339 + src/IteratedLocalSearch.java | 174 + src/Main.java | 41 + src/Model.java | 294 + 41 files changed, 144410 insertions(+) create mode 100644 DMO_proj.iml create mode 100644 ETP_report.pdf create mode 100644 Instances/instance01.exm create mode 100644 Instances/instance01.slo create mode 100644 Instances/instance01.stu create mode 100644 Instances/instance02.exm create mode 100644 Instances/instance02.slo create mode 100644 Instances/instance02.stu create mode 100644 Instances/instance03.exm create mode 100644 Instances/instance03.slo create mode 100644 Instances/instance03.stu create mode 100644 Instances/instance04.exm create mode 100644 Instances/instance04.slo create mode 100644 Instances/instance04.stu create mode 100644 Instances/instance05.exm create mode 100644 Instances/instance05.slo create mode 100644 Instances/instance05.stu create mode 100644 Instances/instance06.exm create mode 100644 Instances/instance06.slo create mode 100644 Instances/instance06.stu create mode 100644 Instances/instance07.exm create mode 100644 Instances/instance07.slo create mode 100644 Instances/instance07.stu create mode 100644 Instances/instance08.exm create mode 100644 Instances/instance08.slo create mode 100644 Instances/instance08.stu create mode 100644 READ ME create mode 100644 README.md create mode 100644 Test/test.exm create mode 100644 Test/test.slo create mode 100644 Test/test.stu create mode 100644 Test/test_feasiblesolution.sol create mode 100644 Test/test_infeasiblesolution.sol create mode 100644 Test/test_optimalsolution.sol create mode 100644 benchmarks.xlsx create mode 100644 new_benchmarks.xlsx create mode 100644 src/Exam.java create mode 100644 src/GeneticAlgorithm.java create mode 100644 src/IteratedLocalSearch.java create mode 100644 src/Main.java create mode 100644 src/Model.java diff --git a/DMO_proj.iml b/DMO_proj.iml new file mode 100644 index 0000000..c90834f --- /dev/null +++ b/DMO_proj.iml @@ -0,0 +1,11 @@ + + + + + + + + + + + \ No newline at end of file diff --git a/ETP_report.pdf b/ETP_report.pdf new file mode 100644 index 0000000000000000000000000000000000000000..b140fb4b73c572a8867edb85c24344cc1fab0dac GIT binary patch literal 188050 zcmd@4bx>qo&o6)?gS)%CySux)ySux)!@%H!ySqCK?k>aN?(T45p65O9cTRnE>;8YM zdsin}S;;TSN_O?`CXp8wrD33DhJhs6-kF+%fn>m^$G0=Ign{JdhJmD0_OLg>r;|4@ zGx=m>OpGlI1nu1MwLW#|@mV-nXqg!C*_jz=IT-PEJ{1&Aoa|g2jZB>Ixw-M_MD1*y z{~;Lg89((EKShlAO#f0$_{{%O%=j$-QY`qa|5B_lkZk{wZ20W|QtbE~|564oK5~Z6H{WtXZQ-@)18kiLFf~-iLJ8}KEq#lpAs=gI~V)ErvFLCKRlfhKAp0ofvuChfuo77kq17V z(5FP$#MQ#cL{UueA7jb}hEDi&N}ooQoE=?^oaMiCKW)>0O8%ko8UDup$t&9Z4S|XE zbMXs_iLLS9GJK)`f9vs;*)O9mhR%QMqwMHn@&)cwCTn2xSujzCPg2mp$>eVh=#(vN zOq^s*+!XC>3~c3IK3Y~p0(XkqVc=ZMen zw<=$93r8nsA#(#qd?vi-8V{Kl~?zFO{$Bzoyt28SzCd)cVPVDpqQ9;$<4o*d zEyen|!v0D9y8;9GrS>WQ-26p-E&pc|2lH27d~yGE^hGg$%D>S3&(BW>pQiqW{U3Z^ z{1?skKSKJC&VLYnt^Y^%+r_m1;_CFo1`-voUsI-59t&Ufq2+nun<*8%*@ue6D+nX@@Q3o`@D*GT(^{k*d= zFfg%wj=(Q_pA|7Nuz`Ve&ph>k@}B?I_>q>jVTUKd+U~)}TGRey(r<)>2n2|zdOfCu zkH7V^(2y0v&f^=9W+&y9K%)R44X+i6szR0diuE_N%VhILRU4|s=L(dHWlO4L%|_3V z)3-@GV8N44yo(Rs)t9G>r!x+-{Y)k%vq^4WrVRLS1O>)$!8OxyT8c4ErWZ=WCg@rH zm$JoJPrsVb5?A(w&9jsWH#m&}y%5T{VTbkav4!QTAer?Mn33U#KvHVDO$8l}qNyeM zVTZp=#!#DSpY;oUAzgd`u*pCy=9uWj-av-YsI?m3Gla57Rs&z>&p3hY(H%^Cr*Bq#B6AdnO8{K`%4;8c`Z1^bNwAR}!ukP_G-{Y6RzeI?}oT$&W z@@n!&<@hPBx>acXo>6lhn-G>^gJ0DECs;k1$u1J71X8v@kED>_HzbW&@m&aK(=^dH>Y;sie0?e4x#iS zUkA1le$N`K)L7v{aVSU9E;&RCA3U%B_XfQ2sxZiYcYEaT7$;8d;Om-TU?BQRKy8O43O z0oQ`924>k?wiOZ*u-RMX=P}c+{DA_mJ>_irHEfJB=Sa}4ahjNy(EvQA#ry|s3_V=H z8PkkgA+GC_D9(+1RbpFC_BRhg`UP(!4zLrsm$+wQ+dK+Lk!}Dx{|%STx#@lAf+^tD z&E{-1;k5)=foEQ-zvmfr%W)G*EV+u59bmNW>L>pdw$NMy2L(mUd8k;0S~+h zjUX&(Mli-OxNldVEq4U0A0(X=VCyfg)XnXEP~jg8Zw%w+J$#hk4HCdQgbQJB!-uhp z>$m5Dz5n6$){+1D;pQFlSK3WRABkH7fP=ijw)3eo@L%=+g}mGV8%1i^E#JL<(En)m zi4ekmuLfv8xi}N}>tJ9D4`pCYx!+Hud}`NE03vG?DZafZGhX34}!vSkDcG0Jm7$=o7O@YqsMrS4uRR;RlQ->nwr(N7YfK#X0&b zLKr0{3cPFP!lG*}qd&4^m-v8& z)!#aO!uvmXFFle#I!-IR5$y@5Z$1pkdJT&tKI(Oc{!gUcz~KVpQEzu($-&r)+$dp> zNbu1lY>G!oa`_h6G6kjVdsD>#Is;8+twH%q@%NY`y#id&t23$2r!x4lAN$aTx_ z>N)bS5YEd>EHKBI<|?14C696`Mdr;Ma{1jf?6huNuL5wbI5FOaW#e@o96p4<*PI*{ z+VNbTdkFizxlz6Ai1Q{&0^HB!-zM1rJ=;{cy{#n%ZdS za#~-FWhqyy>~Q~eZ6cLIZL7uZHW>|dTPAVvM5d}Ljm}r)eVSS~Q%I5@8RbnR292kB zNHcxSW4km>;4%3-^R#08wqYJQjAtb|DOJBQRi=!PJwMO0lHd>)1yo2fm(|0ucHF8G zz9EYQJoGm_OQsc)BNzdv3_amr3)q)Qeo(a4a|6zl{E zzek9N)HTHFCbL9fKxC=tt&EKr1}WugS61;Rxey zZ>CLhd8$37t1sbhYNvP{jKM%rq&pKWG3iz)f-PLm7BXm^~7h6ZOcO>m^&tvQq5EM_yqH&^c1h^L24Kkl{d;@A~o|<#F-4G%hINfxuH;7RQ^djUlmlI< zR*ykpJlmwk^!iWx*ebvb6*sq_ecMA=*JjZ?9h>yET$c;9iM-bKd|r3YN1_?vjGwuo zSipw^jH(*i1rjoD4|%$Xe>f%x)>p=&2Od`^0;Zw$_@Nq~nBx{Z&|_{@6~CLw)}T_z zvUFm$8<P#^a>3C21&{u84^AXx%0Xi^kGsW?MzkoOI};!4B;+L=VR1XR2x*+0T0v#X<2}6! z6eDB_3!g$pR~juq$LN%P7kuSe$g7Y&P|i+BC}JQE+v7@@-z8BI$>F7NKrMuApwo%u za^Ra^q!E;?QTZDYKfPn&$z8Xl-<$AqBGCe$? z*>E(DmBfjm4DCfc_Okk|k=NWj{DduRLVdf|2`od)p^ZO7869*QWU+XtT$r4d4s{%X z)Gmdw!zm1eTg>6`YUW)!8358bi(y2MfoP+|>>nC94yYhrVZuVL#xvemLK?m^pasK-f0BEg-D}w>9Q=WH{XO zfVi59ODMajz!mQq{KYInjv%Z!wzvu)S9~ncf_b-ldv#Zrbe#W-ChwZdPphA&{FYpbYY1&;*PNiE z1C54-Gm3QX7>{M>Vl7qBUd%?(Ri|U46ej}W)xw9>!n;+UZ(@)#D%mw{gn9~8wVr** zWo^I=D)=9YGZFWkd+R9kfX=`m+kYZjq&&bI@Z6W<^}yO-mWiCU6$c!?bv!qzBjBF* z5o@ig<)*0MAWOkp>QEnzVJJ4;jb*Y3$O>QX3fQJJMZuhH^ICmRqCFqOLENcnYvI&r znBxQFC=5ac7y>%+k2HrvOKO1)hcf>Wa%;RK+NEHv%vvUCfg{C3JX$g$nEJgmFZC65 z^}zC~{wl+>j16MvLOGDrAE(EL|F@9{)UK@qLJf$6MSv382%bzJq9g34K|x$#`S6N? zS=dh;MXmx@aR_D0bbkT;p`1l$QKz=(20j9o9)oF8q4a27To4`trJmB^mH2uBv!De7 zUqoC^{`DTx9C~B1fa{a6L^J2YplAGP<3l-g)?$}7>M^-vk^X0~nrZMwra&94US~fQ zm$WRn@9F7n7AFlnbFeaA2I;emHWLjoa|4g!4c&C7R5VQPU24~zTbaM>uI`T`yy3X5 z0M`Mzfsl8BXaH3KmjF<@z~)2NE5E6OWCB_PmXTkDYuD#g3H(gDpm$~@xqHR# zRf|ni;K6xOhq4Eg&p8jv^;@oqExbp+hCfsg;x(G?8j5e{mrFqq#b|Y-MlYb%N2vi> z22?%*VZeJi_txMmfm#Oq4Xiu>#C`M2`yD(h?5RIbyg6plUcr>K>3$wLDu1;%k-mhr zX)MPL{dNtslF>XMi+kbzNO=vec(sdVffX8pH?u5v*;YO-OWnq+VU;z1l{IfQbhU0+ zh&9VVKC$2w4z#l;N5r#j=)QI6-Yo7+4tMQ=yQvX(%>!417H+I>a1JJ&oT7aqM+ru= zgsjb)&vj+L-Fio-$r7tQEZ3!s;ZQz^lf(p%$FjOU@ecnb{8%0d>P4*OQj`rnD)enZ zAK2jINx!)7-K*!F<@6)=#NnQU=@07ZoP95YnhWSls*Hm1`&7`YoHgVbC?8-K@+;sq z6W!yR!NW|%A(6RmyeGb02A7%IC7rtD|L)xC*n>-K*{pFo>~8_N}QSAp6E3sk<$q-JfF%`di6;%C7dC_THji=qh^P!*OKJ@77xH>j8N{t(mI zb2^CS>lqsvXFU|zzuRZM;l7c+5xzlps$H?cHJoHB)>5Q_m8v5d`L189E{*!DkH%Oc zPB`wE_o-5+ZG<3AB0-s97M7MG&Zl%JEyU<9cvhImE>ovpury|#y_l5w&k{O=m{|zv zBc@Ptksb2`V-tzLcKC*W`%0#%v;xKIZqf$u8QGvD>-uieYorVt2v7yX{Dy3d&G~e3 z{Y>Jw-)1V6q#2BKrK44nKa&(^w^Sw73t`I1{3W!%Z-N0~wvOZf! z1CgO!A&n;@di1(Lp?V1_k+7Qi25S3Cx!RV921>q&)aSG<$pA*8y7*IahKKC+-0>kc;{5l z2CGY~^D8P;o9_5`)Jm`lp8;1?^R3Gjn(qAH{by8nDliw9=YLz}rt_bLF#H)pLaLz- zY{6SJ=Hw*Burkggd!al447q%lyaf@I(3BYlO)A?y-nK05Bm7Zj{1kGQL-|q`fqMYh zWF^1n&n{9EqSIu>Ebb6}2K`{~v!#jP4RR^=>Nv%6|Iw&9X>N|pWy%ctl z1zUt8N)VZZqvRc;Av36k{EuLYMj6%+y%2>W-Xg+~7UD}coR^*Fo%;&fWC}^w=ZzuL zIi+=qY>IFbT{0{((!h|o5Ze($h-QAOraZL_g)77IXVafx?0#1UK-4acw_+J2gKr0_=PG10A0N+bQ zkfZ*(TNyhsh6dtoO*Dzci;gFv`kBw^t75{O>XgWq{SuCu`ZM4K$*!G zd?&dV15Fr~YMz0m%t5kd=8<@F7vS+{(nhi=zBvL}6&i8I@WQ>Cw|8C*d7BDZ(f~GL z_;FsabR?)Lb}_5)y8-KnCOOjcxD=ReJo4}*C&pRGnXdw|B-xiAY*~^uLoz;VJPIC) z&L-ww2^A*po%$KmaUQ?68&-)AkHm5T z*HMY!rx=<%Rl|pHbv-ky=HZONO#0!^cwTWl2fUA3`hGY(nOxMih;tEU-CQH~9pXAi z>~+^2j|88RF3=533t$~toy%9iB%jp#`Wb8HslMKn{4gSOT4yZ_vek?H{)z+;bv`e_ zQ)MZzvb>|2=);RV1x$&FOM5V$09Ibp!Wsc6LcI#LP|A~qIwiIIu&6^@PHDQnxMuhV zxkDya#HqDc$}R>@zBa07TJPFTdFBAqSs+cJlzy{e&~;ct1_nJbvFoMFt_k|mtx5fc%n5Z6^Wg|Q_WXmB6arQGD%UE3}W8~ zU<}(IBOY7pWLGLXa%B~?7S{I{0~UbkM6vRhFotN6UNKEyf4g$;Pa%#MMQ!PUWw|(m z=*X-$fZXh%9`_3H3WgnOc&7Qv;OT!0_t?B~Z0Lflw?$eDJdnMo_X^~h$TG33m)q;V zxq?2}aYw1%gYl-=2sY#58`s;qh~S=y)oFm5;xWv2$Fai^i6}F1CoRud0F#-@2+JVL zSfl3S@pzpdRtiwEgPG<(?_mSA#d0^?ber**8QbhmiL^lG?!?vo6T#7fG$oW8@p3qH ztK_+Gc}Fyu7KxEP!8{&H7_EuIg(p@_Va=HlVMd$vWDS_5x;U7;wKCkc%yO#fiqjsk zZprPIW5>0^SMTGFYXo-LF&H4U+}i z6{{DB;2HmL_4bOAK-#fvr}azIq4+VtUGY`XyUM;$oI>Gsl-s1#vGO|bI`2CDI^Vlu@$2Dl4`u0S&T;aRCOw6!)xjZ!ad>$WU;h} zYGYTdhPF;5%#$Z0Dm?8GyH?Q}p<6zs2B~l2kN&!0YYV$)w)tju1dBB;-@tWz5ACBEB1S)_vm^=mJTW)C3F-Rqm9R2>^w7nfNg=f@;l+^lNfvej zow#DG<`tTjhmFw0nKO32yUkd4JXtHaous+243XgbIXDM2&%PEm-k6L*CiY$)v8f&E zd!=WN^X%@N6#EDFAm5Ps6)op)#pU_z*>A}$uYPCq+)u!wzxPx_S)bCqIJk!W!o5<{ z@E{Y*gdgGXP?GeMBRZoUsY&nPZ!^DP38=au%UaaG_hpq?d2wx0Jv#AgLj^ZmEfU%w{S-sPlNYfz!TahGMplA zWxTJbn1oQLYAqZQIV_8VRX~k*%)#69b!Ug76oq7{^w|B!PIJE0islX$2A)-k)3K@+ zrqMogxrV%}3d*?RV2@T&MBjDo&R~*>X+cIv0V$21Dq6VL4qlwMO680Q(4+e){C;55;%T+pUrHUhOm-$! zWXzc$5AMEKNDuNub5Vh2)dTn4Iiz{_k?V-Go#91J zy#75>3KkX$1y>+o4Z<+SO7Gt-*R}nSjovq#=$Jq0D|OozEm_GtmFC3MSYyjI+FbPA z6y6t$m@`<`H91V3h0Mlgb&npb7k_1VpsJ2z_uH|lwTDt;HY=EnKURVY{O(OxkGC=6 zIi+W+1;=VnX-ndO+U4YEoW8hJ8gY<6DuAOB7N&0Pq>`wDKFT8NXUZrq?%LF7&Tq`9 zMO@U^A)6J>Z{(hpi4bf){;{XpS=RAu)K&dKz12nOJGRD9vDMO(HzT6DmjNRNj#%NJ zdNb-Dhl9dCvpM;a&MQ<1JcDGVTGQpO`8ZUiQ|&cn=&IB7>w_Yk2ZxxdYJ~flQgUul ziU`O!d1BZoqz>^sec5V+)-o3eN58J(_Us?aUzf`Bz129g`sN+)uY{9^(!VQ3SVYTV z4x1bL$v3~AaNiLK+gjf8T&1=}V=MD_f9DO>qB#d=3Q=JZV$7gn>pS%1x6Kjaho?83m$l0iqh`ur9XihyqHD0er z23yV6meK1bQz%pDXJ3-4`2#7c>4EW{eWI9z1yKq`b4(!_(T}uXWk9E9hGG!ng@hSV z4hZ}~&jjOw03tEnvs0CIgqsUIozk+V=9@O0j zJgi2lcd^A__ulk17mIG$k7GSvoy|>EUa2Y_59^bPQy%qT=gIk=Kv?Y%3=`33Y@Tgd zIOFFdyy=zlO<5Cky-=ZKYQ?pC6_{QgaJKz@;#%>G^1WupW@8TZzwUqW&VD}Kn5@h! zRh2?SbM}7&*;l%q-!*Q}Qq;BFFyAn}sHM8ktN`xt$H9W`p5j|~cunoM8xKQn<)=DK z+#y>b|@k9^iC=@wGtG5CGD6^Ck9p_C6h>Zla}-}HB}8Q_C};j=}oBR=q>V` zeMN)4+zcN7R?oJimCx;TfwokgL7(K+={ew zkSc@2J#Ns%^!(7W|jBWL^B&pf%Xa zx;qnT9Zs8!32FH+GglFb0QL&rY1x_Q^pg~c{Jlh3g}0|v zlWsg~+f3wnf?5}1RjWcqfojVnLapK1C+QS8Q6%0Bx}j$@_&6%hU)2UpBO-N`RL`I< zeY(+nGoR?)fBX{|Pgl`EBgiFU0uhChnub2A0NY%Mlr6k6$zt3KH1UX@wx&d zI0VKD3R^ff4hWfed5Z8|vad=?Qhe!B&Y)vk(W_X(5=ca1qMHNAx z9vQ}k3TlzCQ!aSNMW6aw{xFUf6E+Ytb&~Ep{Ioe)=IomEfoTubyRq~3f$~RMX#L1! z8X4c^NF1^HE@8?jK^iw<%h)b~T1S1F14MXS^`-G#r`oAXTx{!)jts+0>`DEY?xJ#RSO$`!PPG2TY#S z%L}s<(fy2G*bZI|rWJ%C@8^-=4+a_~LH@Adw`*zWDnna7Z#9{jNYQEE3T1f`X4gq| z8*zDY^*xJ{1B|-c4udOnv#qM+WlqX+^w1(EGcWYXuzj71MMb>^e~3yrxF`56r3|_o zevw{PUs}k;PAwDA~yVX+=tf=Yd|LwMq_rqU~iqYxcXbqSJZXOX+g`HMaru zx}g@=Nj#aRli6-QwjWa}vZ&Hl{_^tSHWq2*h1YeqRS3p^3*S=H<$fBtHI~xtp}Y0o zj{C$Oin67fwB9`DrQiyum`!q=0lVcxuduXmwkFgrkH|=|7y&(*;hS_Twf5HjI{kq> zonYq|G5|B#xR3}wfm8|u6*-hiC=>x(aG>z|`4!{IQ}+EKs~n^OVrEr4)dLszs1rsZ zKAU5or<#Eau5-!`zfv{-A@?CIhZRA1B>mlJYT<0^W@<2Zj>PLNaKb~}ar@zvVRBGFajaFay^Yu5bC%#l2z5OSM`di7f#^5Aqk9k`u=VR?=o;mGH&&73GB zz4391rYpvNK?`WE^!DPHk2fQ@Lhd!n|Mrn9{uT$5sA5+^&E_Abp2$CT;Sae4SvBF?a?$m-SPShx~yPNgQlb?cdrBmAse-r@TUH$f(BPycyG9Aa{_UUGUTCZqaRuF37#3GnRv=_;)@cGE6yWF)P~CsU%|6wuz7&*}CroG& zyYzTg5Fxy@b%W{B_sj|0EzA?e%P9%nveX}Nb_9}p0S1h%cSyi|TyD5J2caM<;Ut2Q%B%#HTk<-U0Nn z`Ww4usV?vRq{)x*l-O>tEWbjoN>p{71CpJ!-Q^2=61-ya zF^8m96iP9fkPm_F1$99hg(mroA2h$(`!{4RATA`jk=~7-;Xn?Qk3(-mw_}^yqu_|~ zXmMfiWbh`IX>eE`!+>8G&T!Bb65Ju;_CFqj3iC=?@|DCX8q*@6IY(w@K}Mi%X|~jQ zsYaF}?M^C4Ae_}Q_+KzMPL+U0_y_HF*Gx(1C~1JAgrsKO_~ZB?aG-j=?_S5g$L7ZB z;Ak&{H{Z!O^n@l#k}B8G$EyZPx;Z#Gid`=dVx7=)d2*`upxip1IGS>_|5hK;#_Cc% zS6d{lmf47JO>0%@Qdv>OK7RDrYV2ztiA&7Yja4(rKt)sL$RUZ8h-_k3+RIEY*jXu^ z5aGm|N*Zh8XGMYr)#nXTXu{d!!DhrUVayB*%LUe9l6u?^xG_tdxy?O6ql*G)Hx$-4 z4j?I(wXyx>23|j!XR%@ufXsDuOc@PQf~>EU4e~}Q0D`6H6c)z{-x)JJ1aYoqIyOs?WogNy$9wlCW{qgFi>?8i;=pX;X~w8OIq zfwqf{22&kLUe`C3jUA1q6RH&LZZ3Pv81IeebGwOV^#si>^H&+FxNA{F=HuHNYe_(4 z{Q%k$w@WvwhpUH(u*V@`u;Lsz|J|jS_q%}VIW6Fg!VB<=-0T7y*;Si>8K@)ORn5(B za*CoRO)lR?0k{Pg4n4vQxhm4YVJt6W5aevD0fI4koQyM0bkUp_4g)nVS1xg#09J!} z;ynG2kFNRUmWBPBTn34Iq{_aL0I^wAbvc5JbhjSkm&Wj6WAg`E0~~AxBrYTlwTo_W zMI728Lqws0Ya9BeIpk?l?TLdpi#9dN%kptL5LiLgfa%bvyUO4L1^`&>3KX=%GYk<1 z!Us&FNz5WpIiB`*fuA`Murzf~nOTWfSAjBY>z!)b1+qgu`w*5!1Vxh|^xKdzL`a#Q zUQs0Ll^sX#Y+(7??6l3a+rB@6-jzLr$t~jfc%KkV-{srcSs|L}EgR_Q(7kU@CqLW$ zDOvca^U-g%GkzG7%k)JU_q*=%S7Vhg61%HJSz-fJ-qPmxUOb7%nb8Va3;95_lR&V!tI?zMNX2V%m`A5B6vQ&}k_3DgvyXj!L4AN>Y|jCOR2 z3P=KJD9tRa)DYQt^}!o#LpLd-FPl1}BFZ974fu@IBAbV#8DAs#^=_dECyr6#ujq-7 zl1A4vb{(uvy~NoMW^fb@^rU|vaM)j&u9gnlVLdVy!brV zUDf?|YgZNRzk&}gxEV+uSxcI<1WOo)((AfiO+m-?DD)?2X+n(QBI3;LFBgzxGq=s<8`h~ZR z*pT${)hlDOD!N!gf9v3!A&2*G2$g}txDeXOGrPpP7!uG#cZosxjRizFM(mAMfiVzr#BRzm8$HJy<;IM6t#@AHf4TXT|?y<2v8iR>x>8Ixs zy<@FDJI6-N<5NTTa`ICLO6*VZ-K9k)D#8e9pZ)L7^s1?~wOwLxko%CHo1`T9OMdNb zLsL8FA)z&a52{W6cf!BSAX#!!m2Q8Wu|`dFHS=%$@FINhK392O`uz9A#j>1+?21iE zx*03MEwn~hstq^~wpBBWfT|Ox6~0Luds2T{s4|z-ZvrzM+QlH#PzffGEVl0fI3 zo?pwm;XMrg84@L@j;8e#Za)k8}b}`@Do%vcW@hR%NqPq)QWV1xYe!HVyCz4~4hTm03WQHj03%bI0E+83<2PDv%wQxGlg8;5Zlt!r94Zcm ze3SzwkU=^{13X!{4(;F`wOYaKV%CU5B2nhOT__59?kD&X$SjX;a|Rcu5`esgMfiwW zc&R|XX-WPUauYPwzd5%&gkQtqAUU?(0|T1Hxd2|YQ^$9aR&tQXYJrN)W>=h*(oHkP zAFtBQFvCj&!zNa=$kl*;2B&&qnn*Fx^yIc{k$O_LL=wW-e&2RVl>$iith2DQu?eOB zgAE>vKq{@JM~`ktJ2L?-i3;|Te$`?mOiHRy@)_+!ZTyh^Ek6$S_s5(Ss)UAL zUif8DW3L;6*Eo<|<{2P2>(D?^@$Kqk7}0XIXDO@iD)Lo>@OG^*w$61PSgNk~3e@&D zKnKMBtJOz{#BUCn-1N9v6w}?sd57krVt_avqY;y=&d#~{NE&ktKP5?T<_vfZ!<5wm zZV`1+Ma4F};xhRG$u9fp4lW<{TKnA#e_iee9Ji+1pJQTY=4Qcn(8(VK>baEu*bX9*4M`*YOay0;cLbbOQIGSj=_qHv3_ zcZ8>dg#r!=&KYLB64r@*XFjy3OUC!1_Ln?Ope2qnb0(C>IgVmQGv|!Jt@g z5Y1zvodp?VL*mvL%fr#Da)`?g^#o9Qwh@@2#)3{sKCbQYd|&Sj(xs*60P9i7dtdWK*vJ>3CXfE7n{>?i*jUudpikoVULnTyGThT-zDoh!}93q3#t0DMM;3zCn z5PpYtz#ub(`mr>(r7|09JJ#Wr9SpiEOlxvxtfl`qLhL^EqXBj=y&BfXi@>Wkb7_VG zVQN+Qot4lkLkw#Ju1%{b-eRmdeEXf^uGDvL_$O#+S!4X~u9&_9W**&BMDZ0{0h9$1 zU|YtEJ-)LaA!lTrAWMFu9mAIcr_W@=cvEtIVdJ%`*nWxk_*A6+;uY*R$>7NzDNmcD z`hJ(F2Sl$1>y(l`(=s@rt)UG01JQsKgx>_=`TNbD_2b|kEgO7@lN?s^5>_9F23XA< zuko8OvQjadw1{o%F)~MNcFy;3_bR6B?d*4k>+JiI{Fr?Pk^l{NYTiN1He*TdFs*rV za9((;t~bgMbJcM8BYpc~^Ya%1swM|lrwX#r`s&s(Tt$lj!*pDOixkL%+z@4Pg$wWf zy{8X=X^H1HaE_c-sQn4=LGAng5E5u#Xh1Q=bRB6J{=Dsz8knAadZ>QW))TjiMVad@ z(8hOdE{dofs%m{Xs#fFD60)2#Tbs&|yU1+tLA9tJia#@&&xp~j<%hr*{pF9L_pLf~ zslT$e-3aa%ZXAa|2WXc8>N?dLT2CRQFnCd;yME+p8g6rWT@Hz%Wi%ssVqPhqFgH*% zG5&;t7e8J_ui1p)=7$RFinVKBt*hgLEWgc0sg42fF+Q{yNK_KE{mZu|cJ`Ex2-?Nf>ZD5oF@!v{CgZWqln1unFwa%v(vp99NOI{?l zoK!aQQa7z%jw3&A?8_nr_vwaXK^x$? zvNlOJi&}EHc1JHYx<(9Zww>uar>QCd%M0jGS;gG~aYE1vmkN+Jbw>8S%R5Y>*Tb~w zShDSlJNJl7Q3RP1mm@&Wa!^Lu%H(qfqLgA&V(Hkd+mx4JmAK4?PHP%bHHx(TYRPDu za}R$Gs4cg#Ta)TVE9kfBhU%ikvA}|PS9mr$R9_35AL@;ReiNi;V{fndb_Z*g%Onh*wK{%hTxYQAIVM?4;p+`)D05X^u;vv`! z9VD9oBqmT90Oa;h(3U(oxDB?LLTJLI{h%3wTqxv|J9W|7?7d}bVys1U)0{Q14ZwDa zJ%o4k!)B}|6#><*Pi7EpuL^Qj&M@UX!Z&fqbZHTHlH+kld`uF?gh^A<0cT)faq1lt z{#N|QOr0DDM9S~GrQ(6=x$LEg6)|`i5UPQp)q>CZG5KhlzNtsw6a$(u?@GKM%Z7Xw>v3IU_b)X0g2e^H}Gi6RHbvh~OkRZY$-|DjfkVY)3o+0Yr4b8GFo&^^c<&K;Z^LUaJFcZlB`52zy7t26)`ogL3l3p4hDHz!;No-G5oidGpq zlRbFTT$Iwi&Cf7?#GYJPKm%7UF1)&u^9Nqh#8{`){Gi@IJ2PP5mE%_m4*3tAU)8x zTW4q{dt_jGk7p{!GOS#Le7n_Kiy4c>D7pFuFGRiKCUx4+`!$ofm$Pa;S|^p_SS6Vk zpvke?H-}2M$o7@6Q#gp^lU`6)bZb+Z1E(rzkr$?Dnd5BPD zAiaT|18?+J+1%XS-b$Z)finbo8VetH14qCtHKQ)STfKUk@X1oRgznFG*PK zH73xRJ>N8oEyK(jjgT=`k5!B5N-^d(#7`AadXn(a811GMR7*S@gk8rTP{79;6WtJY z!*tSWxtaA$C02v#Np+?3rhBlB2#*Uh_qQ@M4h2xwYXTv3>q*Jas5>b!&;2-*?GX;V zV>1B)^ILUB0pBJR% z;aR3qYkHM$BjB8cLNX#bVUPI7sgli|T0JG{9dONx6*a7u=E8Hj`> zwVP66&0j|D$f@L)K8$u^2f}agYL)7k%Bbq4=D@9G9hx|QvD+aeCV2Rj>-fIy6+QPgV;Y`ZE4;!ZUWA31k3}QR zCV4a9yX&?9UurPtc3HdQPDj*(;a15G~|5h{kjqf`MJ83G9wT*4)r zEj9KXBvYE3`3T^U5!uuG`yy>*l^`OM3OxcdPF^5T<{MCMBdY_Ab`KUX8X&O!|G}EY z%i*By%x)Xjx~hIhy}q%`=`(U-T~_Xv=dZ(VbGx;J9`$#eI9wPOXm z0Rm88_eq#{J#^j1TB?5It&5%TJ7D)$Hr?w*`g&;mO^X#}mZ|V=g7c7gdo$nxk2k9F zmJF4(=DI;Qw0SyeV77UreQJA{mMzPqWuax^Win%RS>06A;SS4M$6D7~_d32`=~w#; z{l*sVR>!bw*nKlUoZD^LT@*xD(N%Jlqs3?`TE@$QEtZ%PQ?uEY;tVhYc3F&&p%|*6 zO)pI^U+B89X})8jYmu-pyD%43fePiKT9(`AOY=kX!@X@wi%UyO%S+prOmWi=N7n0* zvk6D6V_Mee7!(J+TatINcNOk7b{7t3e%$nY?r_Hk9llGssWP<&%8!Cy00=gLiB(0@ zRo>AWk)vx=Sy7&d;wz=l4qp>OtJCdsI^8*EliQNAk%38oF;tOcTIoavuQmcxiI)IS z@uE3Mm_otxj0e8q0Wr^`o;N(Srv`@~Q}-x20dWIBpJd=MvKaObKoKrUQzd$!= zDj&-mi0m!-r@(Bg0%ns%Z=8^;xdD`l2TzWUAp##8L?CM9Wy0AL8^-W%4mZ~4)R|5v znN@)>faZkF+miU7wj!0~F`;|Wi8atodyBJ3Ih@V8w1DWHcW0Y)5m7u>U~u#_ zTAt(tCKoqR6jhPLv#oGk<+@r}k+W2LtElwOQ3H*Qfli0SS1bl!DH=QxT)ndCEtgwE zp;ic66~)&&m5$n48I%GJ_O;SJloj4TXEn6zpBGkedpyqgaW6!Hg!t2q1?_~VsKCix zgUM85_fw-eN>c-0rbbJ>nJY}PKN0Dk$cZ!W)iN!wM;%1_tcHve0{ zE{D_tu1#kkWw9443!sqL=~x1mz$MWo%4)D0u8yu&xPsQDb!&H7@0532e;~6EM3n%p z>Ekxc2?lo@n)i98Z3J=CL=g{r}f8Rl$+b8UoPZG>}e@nAsB zDVVF>_!*QUD9e;xibZ(>W~jjUd!_?3a)5Ag0KNKw*ve{S8SP{hldpov-ciOcu;0O# z@IP7dme4t|c!GUPnT|3#Chs~V2iQ~f9kFip|Z&{{v5t|aM7uSC>KiM(m z)X7OzY;n51eM`X%8aQOV3KoNnMiy`ZZs7@*(SW$ZPM85Tp05y!`f<733}vA8I1@`5#9;3YZN>&Ewa6?~sJR5*FI zeydLQc<^phQo-e_XB$6c=jp_91`>SpF59qg3WtayrDg1%xR%f$!|Q21>5jEff+yw7 zwg87+6Z94;JpR(aWn3GbztnZ zm)`u|j<59o4T>8t)%9|6aBN@qOM@4!9XSg1O|fPivm&ab{vF3GoPrT^(9Sa|Y^-e@ z3;;!Np*Q}RTZIAEjieG@Y3LHhjvP4*3V3s(Qxr51;2f2Q0)Xfxsj=;_SZ-`PY%Y+| z{Aw&w`m1s+7o`tdWduG*#BU_dJnsu-!AS5 zY}c&U_*VwkS~l2+H0zSUqF|5qdFC3{`dPM@`>g$Q?q0vu)Ox7-^djr!j5Vf}EK~in zskv^e&ScpPm+@x;RwTbQLtCyL(X10YxFeKXi`fI=KvRGYurB-&WjB%-ET_65j_Rr~ z_S|#NA|!n?ny)gNm%y#)nN$fMsGF%Obt!Lqf&MFc|9PKoEaJ zLFJKYUzw~_d+{#z#{#UN0NU*$5JpB~F?I=bC%!?zu*iN1fGI7F zAj{yy1i-}3^|JNfFVxG~dRnhr(n4tN4A}I!sd>-~%tFU3tJ8Y1?$TO6f9l^X-(2ET z6INZf<&$k+IQ=&5S=$mVI}pDhl*;38vKtXfEA(g1uDu zg^O&xmc_OQZA^;Eam|j5Gvm#KvvN}=-P+Dn!X;x4a{)WgaiKh)Sup)DSh6i!LF3r5gJTmz;yg&5xR64(n>M!D(n6sz1)2?Xi5Hf( z&_~i2rF4H6<2Z>zm#xdD(3jin-d?utT}s-UZE3-~*>0BG7VO;fosk^F-TnPmiRPR+ zb7rK`e2@S4o$vdc|MSAp;=|ly;vbOhN!-#!!f-Sj;RApVRM1<XZwADK*%Hr#4YC!;DJCs$n!1W@h#+wEXTo- zK%t0tiw=7-mBPk3MT>&K^PH*Y^XylO_?gXX<)R*}NrEpE*+QvMoGH#0nQg`W#fjo1 z*||`>ROE}V^1n9SAo@@F#Aj)h@}WO!q9%<>=Osq^YIjeae&0!*86iK!D_>OPmCM9b z%dGrr%{ps%iGe$hSnk%j^J<5`dmX?2*9^OU%gL51kNo2TLz{P<15}4ST zO1aIo5Ny-}-h>sqSkrwFdtixFbD9E#5h^qddL3z6j&+r?$bjg!pgXYBs}>PSKw1zGNBm5GNPz( zI0OLL<8Cf1x|<$t=xA1gUt2WZL=*6f$IcM^``2m`eg(U^tR@RdEjgN;OwJ@{lU%Y+ zfBIw|DA@~%cRq}Esy^lFqAbww8aKoHh@qis3=Psn_DX|xGwUc-?>CZjx)a?=JvoQ0 zg@ECMrcs7?7K~ReXckPRCU+?>pBy68{OwV(4@p{nY0>a6@(VY#?z%+sYy!>(x(e$`3gcbblznZ6op{ zp&IPyz$BX6`Rh5^P56{tI~6jd+X^K~GvSL$S}+J(8$Kk}ul!gG!6ZpC99ED*Minwck>eq* z+Ge2g*lNa7X`F;dWHL+n6?phR&Mcuk-XZFLaq;C$=A8WFC0MlgYlpm6~ z(N^JF@!Im%&c5zzH|`Q|74J9QC)_7mcew9$)8X3w8a=_cQ>AJyoh^L>D-wy4t}LE5 zRiuyDVcVO@pYOkQkLTw@U`8s=%^GTC8kS_A7@JCa)Y;Xyv1rso;(aRjo?n z+n&tMWa(@f|88|=K(iUd++r4GC*oAQS&~X6{KLP6p8z}7{tYP0OvT|7Efp#rj?ctr z;|48$DNfJCQCx;e@o&(56i2zR!UPP0^0Zj_th7@0$tI5djUW#2V@ zAJAPGQ`6I#5s1FRh6i||v6b0SBk~*Lm?tl?63?fNfBq|l+R9(6sl7#>tCmx~)|0340asNj`>F>Y3YkMu8p!11%e(w04 z*YyPKg2yULuIl71#cuSewr%}8yN2(3zs>ux_w^O~KfE(`^p=*Ew(i`9Qg-KTI=m@! z|LS+|?QwGEYS$>oy488o^JEqV;|L}EwzX1EV^Dk#$ zNRkq9J>m+Bjz#D#H9l`iufgEg?vNAc%j{|P6!+V(!IGqKKF%C5Ji&aO z=LR{{%{!CkUPs8;uXrTN;CEBl&|Lc_#jtVKNKY7Nj87XG<7<+eqLi2<$>ve>qhj9?wC+iquGu^ll8a85 zE9F%gkxQsdNJTzD2~b`|lma~73mYOT@{0Zd6=eNtBg?emLAd80%rYb%a(d4m|4A1` zN9w$1;UKo1{3K@9)TCF?VOP^jG5zT)H_3Rr&E~%9@n%ua{g3~}KYa1QuaACZr&Uz~ ztrq0Sw!go!_j8{+P%fwFH_ras-(P-orn{Rt_1P^xIXbzLTKT69?ce$4+;e^>#!Um5 z&W5m#iqI{jjskB$O)W+H-j-BAG!5&HTTR?VWHLg70Z&33BSEZJ7937`40pbF8uV7M z$Y4c+l|*K|c5ayv(-LGYK4T|24Y##sOH>q|u*ba1NCzA{4BN4-zJuHC-yPs?HQsKV zp=Kfr{%@=2)eF==8%>>P5badP0{f#A%0%FHWjgSH{UOJ!ZB}^#eVKkbdJ=sLy~w@j z{SALH@LTmVQdoM(zRUh#_(63hdMV1;RP;AjE>J3dhp||qf)t4P0;Zjb$V`N$B636} z;cAnS*>w>jmm=oKEx}i;$oir?ZsLNlSnjMqqjlLU_$I~355f}KCLNP#DKC@gqX}w~ znx*EbMd|`&f&rR(>NelKK6=!Lj{A_WjwH=~iA5AEvwB5kBiq-~cb5K3-IWdbHRID$ zD^uearwHj~GPUL9DWV`Q+8b;rY!BWXye-H)62ww}Y7ge0uC6ZBMN-Zo(3aQ(3zV#Y z1$zk_@kUvOMVv(}k+J+;d`7M`mY%UGKjlATwVEOk#^ff2C`=p^tn-2SgN(SA^4xGR zgBOY}m#FqeUTrebC_+IbBNmp-Q2ZzNe)d&_7LNRnVp~thCPt&z9N2jM7mnU^U1tfs z>(t*N_LZL?%dwF}KH<7O92&am3txV-FLwv5CiY*sXfR@#7pAiG^g6th$djnXG^-F2 zp3mQXUv;QzloM$lqnS%lLp{CjWGPG0$oFnLJJ9-L0<7m~o8Xk@+OY zZQ+ob?-T}wox-OLUu`{+=N9vqGPJ5vYUEkW8zR=so2%+Jb)R~Ra8SKdJx(20pW@DP zFSLpY-jS4g?IB0ME0}cm213F9Fg{H*w7JNy7H&grZDB?XQ({C?0rc2i6Yd%J({3j0 zo^{ji*V3abxKmQO60~Oq%WPk+?{LEpJF>hoJzia@!V4nprtvLffh!Y1? z@X2_BPpeeMfHx^FuA)|Bo7&7QgAAoE;0IV#hs8{ASou#msjz5@*SX&i3U90P#;X)g z3eChD@r`zj0LoXzt&Rgc#%S3Ft1As!r(f)w8T#af-~Zhm+pyU6Wz5KywMN|jthjn9 z$5wC7@7}z3?%>{A2R6R>?Qf&Ok*|G@NZ&VK{=#6u7M=Po`bqy}W!rnd^Syrr${)s3 zcsnykIjJDCu#WOmyc=s;2@*aj3uzh|9Y-!-g*!<_!#d6o+pOI5q)f?{tPk z_&%YF?-sKM+%0afeTauFmT>6p;32bg9`M8Xx$$vq^^w95m_3Lq&%R$7_fAj~&X*XY zR}El@8K}6mKqX8PZ2N{vd>9l@n2=(sM25Gw=1P9nYufGD=icwRQQ7O`5MyFF6E7KE z*Rn_HPq0U%2ju&MU!uRRoO1k_{;Bn6@@4wp8Has>o8Tw$-5oW3i~ElC5{LCCXTFbS zOu$bp=BJ?!(*Qka+7{kH?=am&Pt!*oN4<|ZzHIukQ0GsX=7bmNU(*+)%Yu_X&moFC z&(TxR!fywG2y-0E-EDAE1-A>ns>5Ef?{^(`9e2IrGPqp+{|ULmSI%R#1fJV@-Bqh? zu~*T(P@Na493-vWH6E)re6yKt{x*(sZZ}$QVf5Uoe4>4?rdwQC93OM{} zVzeS@*@_vzp_toz3fu(HfGnB!>wA9vSYuDn_XK^u%1Q^s;(jJpdsUtgueXx zGj!mCao>Nc zdv~l$y9c~l+bD{;)A$K0L-($e3h^w_hgl8OT9)_{{23%$Sj1b>h$nGRb_>Lj+kvqy zb|NzL04VlZJ!eD{_*gvTp(tzGT1WnQI}5cZmKWv4+S0PTtSh}mFaXZUFTlTZBtpL- z0M1fYat?)0)q-g@hOfk@5n*7&0_P%P36QVx6HO#sOvds4&xl1}v1HqtD(+?2;E!Kg z(qrlT+BFZVkGUR8F#Sxww8eWrbH8MK+<@}g!x8wC6UX`Erq9ctx6NfuGK=Ng{?`2& zI>1{NLj1!mXd%Sa8D0xVL&rnk4ACK5Ebc*>QEc!RTGMtL%X5N^8KaJFIC%^k`E~k@ zdDNPzBUv-2(#USL$q!qtCt=054RwS+F4n#_`76h!Z-!f@gw4ArF z7H`|L49jqh&;*^BN0u?k6KlSTn_rDzoF-njYISA0T3f-^e7+G+W{)SG?nK;`h`Un( zD(Q>`&^zLCFo8bfiPgE+HPgXR$cCSx4V%BOoj#bhv1{>RLen9pmy~!%gcvLtM$7Hk z+9l?$9wJ7d95!-Y?Jo30Ab!pEm6y}0P2TzW-KVDhWOsKdDyax-%eAlY>vI*LDf*}+_v{n=LZv$dyg588SnMnryMIkaLv7&k8S<< zwnsgWDvxce8_pURJPXQqOW)nPxcB_t3wtl^_4`y;yIgj5g!dZ1$`5ta{FIyNhz$8D zZ{O8FaBgxqoF;xIj_h&prP;CGi^F4dN;POT(Jt1G$DfXWGtR{8=<}y`XJ#U>aQSo1 z40G+rBTq-Z8DS!gb4ZI%iQu`KGCPEZG(0+_;h~{6V7VcZ3W9jeafnBUdEBwVl6IMW ztPl0onW83nhlIQrje2LiwD&psA1D?x9hXj`MUXQMCYqO60EmOeyHH5bnYJ@3h zVYz?~6^<2-7np(q`n(_kD;3I>95b^6?SOkTV=l*??=8qq()l^@TkX(;moWqGh=)@s zMQGRKD;-OrZK=uBV(NU#kg~wcRMW4FJO85DLC~Z=sO~N7)%KpizqxTQoEi|N(q7B4 zPY$2~;_(_Ns%~U;Pr84El}r7~?=%~Us*nJPxXE{P*Xidp$73~AD;Ahhh8|@Qgx%5% z{FL5ciM05t417Gmcj%mfdu0CP#=Xy?4^t5&JaZJ*UC0VOwvDD&NM|`SeNoO#>G?1j zy|BfUe32wOF3ZaeCA9J@P)Rj;8FG*?s+pEyKAw!V(!!4-uS969m!>Z-!?Gxh#9xWy zk?E!vyx|1DT673=>YZD6b#IQ913{01jEVS$VtcVvWZ2%swnQ%8n%EiN5kP^SP=MN6 z9#N@HsHRdIjkN$ZnjHyHH)M9Gs9zZfpt0nx0NS}L*zL#D{XNuhaY#j5hsqrq-KRqI zjG-Dp*X6GdP}|ejtJG#sUw}9jGR=6S#^&vRWd>3&Ntuo5aZs*PM3rhnPR2A^mhIq| zyY!5`5q0zo@2qogXz_!XR58Ks=g~GE)p(TWQJ6Vi4c-MvwMTu`R-5f54qx|4bG zte_-7mxo~>5h<0ESrjoy5psE@?{&1RMwi5C{Y`2o2968EW_vm99<{A;S?e93jII zd^eYfOv9buEx-ZXdFu=u%VxVe8<>JXibj74pd`Kv-P=e?hQYc;zDsK@3tbb~8nDK# ziJ7k1F2h{cV%PaDCc~o9u8FQm7}C0s$}8!Rt5x1Wjif_~I%Cmt z(Q-1^TMCu?k(%tF$X#OOXS2zISBaTs1vDoht1u}X7k(rd1Q3PsEES36!r9U6M0PT3 zn90s&>A5U|G7^i~^I1c7qVtKvq(GIP0t>i$eJboSky1n|)CJQ7zuWbG4c7(ZXZ5Ule81`!6%8c#7cJ3$UMf*kZ@B7zz^^mM;QnwkzD zNGPrzSxD?-Jld$*&@h|P$f1w*UN`A?ScHPMdW}olATZ(nLh*e=uFAk__r|DGv4(xF zyam~f53SsE=jNU7(w}1C@a3Y>y zY4}izQX?(mPEdXblOtGk$aF3Y=CNUH4fjiT=M*%TGxDAh-(HSllUB@xHosGZy z%S*K-eX*&*INsS9nutxtW@9H}mtsaWHX5Tf*u+4IZ`e>GZCAJ6W(#^7jgwZ(d3`0! zPL81#b2?AF2Pu9xH>S_}+ zhVGOhI`St2&FRKi%5X)7o0?`KY(pyV}>6 z^P9MkFOaezr|}^;P;G7PS&giyJ1dynebq7a?nm2HuQfJF(N}I>9YDv7$1rWD(WP~| zLrgh{+2;tuQ@*?aLZ5URM0}x1#6Qs-Iu+|2Ai%IWT)(nPPQjhm$tk$=Pvn#^oMM7g z!W5fM0#!>X4cw!twA=qfnaVFOfgeGcRCk?eu4Ti1nfjJdavu*_@fj zB2~+bW@a-_TAmD^$gnEjnaMCR9yy<3e0(aY_9jEAelOe-JLd42TD^WXEphHTvS?h@mMHA`?^^(e{D)G10 zulxtLk-^(K-*{QBj*M}%r$XJu8C7}Ae-R=IVdMU zk}h*HvV{!^!Q+dk$OnO8@(qku5>y$}sl9`sm5xp-;guwP-IMv{X_I6otib&88G!|# z=5nS1VpcMXi;GtmI2$*Y?^r$c^&Pt!LK5qMr z{qgYe%1J?}cq_jB@_yU?@Im>I?NInLwCT0ba+sbm-D7!ydBOS{`Zv~P+rQfRnyseP z!d+^uGGLt+K4|6hbgQh!)kMD1g}P+UC6A#S^t|wY z1f$2~mczktcr(4p%8E9t!|aoS){rI4ZfC{}+l_nV9kv|~)@uz0L*ebTp`l3f9SWg; zBr`&?jDMrMBqV(V^O3-Mlaho#x`D2Ut2L5?HDuTa(|~9O-1#HX47psT>ng4yunO?h z5>{zz3%FQ;X=Ab#(KfroA$!BVkT-{+QnE#$O(6l0QZm|+%=eZ<9sN|E60wYmsbQyz zXf=$nX#vqrglI_p4?B<{Nm~V3R)kK9^3>7m+OQ)1KokWQQ@_`%2x38+k?2bjIxk(2 z=t*f2*55py;|fxI;R>o?Xhp^Hc`7I8=16j&aWsc!a*Q(3^aj7=_|&?JBT)Xi>V;bd(+?AlT&bJLCBJ!*>5GkImqHco7ng;UtR#P6Vn2`^=ZWZcDhu_8iat625Mq&E=q z@{Fz0$h&H+i(#J`&)nDk_EfsOmzOfp5{{JcqFEm?fSTA-f|tSyM$BT>2> z=OETtd$ZCgYL-^t(0LX4fe706n<0shB+x@QyubIg*KTSl#Jtz6_9gtO)n9vaBdfWA zs7th3RG+KWhGgSIZ%zHU-!4hcAg!u&uIHz#|M-ze-Xg?e$mQ^~qgz+c@99!dEM^lu zk?WaF#|QnkD9EUd80}fHjB@GO3r(!&!BB@_J*UJXuHpA2(gqP}gCsBz8c`9yCAN{& zgmV&rJ`xmBzw+}_Bu>Kk92P4))aa!gP)oY4CNdS*Q*@I+2Zhq$2@ln$}UXftF2e^^1(nSDaF+Z5qKoys51Z; z?j(jiOzot}aZ&=N(?+ggBiFD&*pz+^wa{46eqO(Z+DcZt>sNlJi7-{A8^_1P_#tx4$V>{Wwq7rWtxoVqHkN(MnmK-0)z;0y`UQH#r zhWOsrZ7>0NqRz<~(!M}!nYCpCt%@&?uP$;%ZpYY8PALxB2rt-FvLvo%h+&^0W0}rg zve!%YdWZ3S{Pv8#NWQxhTq7{tsryJs=Xd02XXox=zzr}s+~h6X`8_#0JiKRjgQaY1 zTN!_I^2WD7k$YaM)j-f=x}Gy{-LdUy+EYPTd>vpZFvis)?*&aGd9=>{%P;);TNQ2Bq84=mC57z3n^ia^3pS z)@!FCZnMy_akc8`iFgEqKe@B~r^7Vu>K<4v4p&5Dq-|SAd3)Ad+`8IR+u$RBJ84DE z4E_26YohhQ{ts{6I@W#H>g_vKcQ_XF$WhxUdSEiAmA8nQ)vd&#ftB11c&w-e+d5ZW zH+J}AF@Mh(+V`n89hhVJCs7phf3f^)XAJA*Uzy0i0zu|Qy|e*ubw@#vP4Q42W4~6VnbkCz^idkbDIA5C{f0)nf)#^wTV&&~1 zeVx>iLF~x7yYZ^9*_U^d)ey4YP$Yfw1&aFhtudZxW1h$tp2!;BO~P>8WXR3KklS4@ zQ9&{@NCtxBV36D>iPUKdnKXzXn2}DGOaEQBBSy*HWv#W$mqBV2%A@6p@??3oY|I*v zM*1^&Z?4SFmCu*yxiXr-1B+!Q$h*@atL}nKr$e!!7Cs%a3`K+KP*it87L%>Lg;23S zKt(sSlRJ(@qgJa$@VH~#ERW{ElRwEH=YPZ-cyK}b)9t}nYdAfco`Bk-GwIp%T$-WM za+)TkaZFfDq$f(c8#43XcSG70FT)z*Ud9tZMpiNUn#`{k{T?St0J;})17{UzU!9jQ zPNlgP+04Y^q?DFbhyjpT?}+>_-H=ecd)?qwsL_tLe&OM*2UWL4EN)uuacJ#=p?Bm% zw~H2FUFSg28g6p#^7C7FR_|K9V^`Qq9FW#+=tFl;eQY&2?haz!96W$_d}WJ|a3+lv z!$syS=1eOUq_gXIGk}4p9%xGdrEZVP5ZW*K48U!05IULz1`TAI!4v1j|Hs&uz`0GG z`<^4owj?i-yh`#Wk1g-ZjP3Enlf}xukz`nt37CW>kifJ_1_C4yGPf-WY3WTar7e^` zCa?Fkz~w3hFGp=E&b%cTp<FWgAeKUv@e&#JIz-|_io}6rh`)im3=?rU zOxO%Dc~~5g%>(TT_WAB1AAH<@)c*tcV{SD3I%jqNmWPYD`Tmu@```oIZsGNyEozjz z83LCXj=~@MeymbP6fS1lSK}t6^*I!~tU$ucz|(l$$E;;GF?*QbpRt%YXr1 zy8N#AZg9#=WQF?Av+vYk*sZ&glpad*x-}^YUJZnyszE=8da@1mJWf%AK^m=m_J9Ty z3tF|}{q`ThwIk_7ati0JGNdik7V9>Cn`@iyJONedux61l(AyKLa(c;5XX?Ale z4bRO3k-#W{jSUb2AJ%@Jz^B|Iq$hJ+wORnrw|m{K*(?g2zW3HUUfJ==wwt&A^z!ao z=L~=Dx_dV)r1w9zYyaJ!4t@JePv86JJ7+f@yXU2eU+??=*$37F>fE0vme9wMET%x6 zx_pW(W~P(uk}{vg4W4SjvrQfaXmrLyw7N$l$t4<|H){KhM3ZZih;fZh=iH3TsvbAX zml$^B1{HNzt>0=RDDHU98mRJ)qyHwOot_wPG{U6?(If z`Mo@~mLKBx^ECf^jUq#tK~3w!@adr##IR!%YHW$E?Zx185^iB??iTJGD_A^U9he-i zrd_y#!wi#ZztnAWvU)Y?NOtPowz39GPPD3UH4S#zi`qq0`(!2 zj@W+t?10N2P)x#9#nmDuFhS_FUh%a-BIev|s_jHo{8OfUET#&^Nmeaqi-Kx$;hq&= zyk_(LoBm}2OP>tA%?4sN%p-=6P^u<*1$n`1k2_o-jb zeN*_F`pwAKVh?8@%RS-$j`~#S>D+Vv@1ZOBRqnmqC%LRvxJ|z;y~p!)&)2;t3%1KW zu!D7FBDPd(Odu!=ktiKkGZ25RxE_{mHmfTb1ktDqi)jf&;a*6sg+p*Zq#;X2Fn*ux z5`BF>>IL5`z7Kq~k6=H1bMtK!FXmtw&ou{4`tTANG8k)&WBGNrIZ5S2+7n0wk{U>R z&`S5mHJI{ZFmHRz9Anrw4^GQr7<;ZicqD8y2N#YE*j#d)@I=ctcV>k39~y8^=J#AU zVqP>pX^??;1{p4M!Yg#BVUV_gckKubSK6kQW&h}HskR+zzuco4R zvqT45qX8*J-074Yg{>irsS$p(?TJU*K6DgoJA$E!k^zV)ak`@GcMUjVMeN%2Zh}C`0%hV>7aF zO%_J67A0}<&Uh-N%}z#A^8jzpN?uKbj68&Ad_)Iy^wTu3p~!cQ6&hA(Ek?623#3Fe z8r9&CwpXKoCZb6Aq;^`fXlpaynarm%W7)won+IF;ZG&S?sg=p^?YxI}G#Qwj`@UdY^pe}Q_AII<;wyb_U!l|EoHJ`8 zx1dAeEzY_9wJCQ-;0+NN(KQvWRX3@WiXN-RXtRm@v=VAj)5M7fSd5Twdg|3v;;W`LpOm0- zOh~az)*o>fEmXG4W}ZfIFSWp1Eq7Zei=MU3i@+Nrw@0Xm?zTgGg&!FzmMB4}lvUP6 zVzZPRH>p&m+_KuEW;=?}-c7uSqod7+I7;#yTbW}SF0bS%x4UTA>-n_3E_?eOtCNq4 z4<#(TjZgELwUtekp^8nS_+aX7W?TUcssR)e15-D4jI|QCDjzHCr zvT{UuJ{VD>Dil=>-8uZG^1L6v+2M94;!Zmwq)20lz#oBPDcc1AzNzZHiX!7=Ca=GQ zZ!GmwH-v5sX!`);6=|fL2HH$0bCFc*wU5|Y#R$4 zQDPRRPi!BHA4{L4nPxv6B=lOV3}qM&Q^WMI{Tt4`zP;++;NH+99bbWuTy9VnlN&eATRiO5pBwog{wQnh`Zs^ z@CsAp1?!|y>IoB!A2%BZCROp&^DRb^LvHh2f*XB=8-0Ykp4Z&?m=6s>K)VTbT6Ch% zapDtvXt4QQ@DG|M}-&R8t; z*!A;QUN`aULgCT7Ys)H<=yuTiCtmu>ElUd1(wXAI8@{#ukqEECg%AAWrSfff(xdWebiv@vv^HZsD4 z@1RKmWoPq(-^*aQJAhVXBgaplDvgb{tm7N)T-WnjO$nITRkHR?=?C##G;!?O9R+)q zWa?*=9omH;^lk9M#a>80&Oic;KHDCI782H2$iR|?*jJ0k97?m2D%76A z0z00K&1=Xk7fay-VJZwDWEe}r+vkBp9*9f29`Ky>oc8?2WA&^JJ+-?X)Qp>{?9H=H z49Y!=Gup?`nDeXXtuqiAW0OJan3jg(DX^4e>abZnNCiVw{zuFC#X&uxW3hIw(~XA8!k>7SKJUw=bo z%?;H0n192f`Tih(;}@X`izOc(Nwad z>LxQi?zUjM+wnH)oFzaqccL9$yJX#J*IcqSoOju6IA7&i9A2|LD7}%xxe;dA@m?E- zW7hL{BRAETTWK>Bd1#imYj)X{&;#hK<|*whKb|*dBFWsOrjmI{mAH8-PsWzqESuDb zjA~YM1}5pobE$Y2cN;f`J48y|?o@K>91B{BWRw=KP7*K;5?A63BA=9GX?4RCj)b%n zwm%0_Ox4~K?bQ}V7ikui^{l|rb!#+TTv5kcb{jkhZ;hw10LF}IBW_i63^tn?zqrbM5Yes zAd&*)VvG2Vu>RI3y+sW735EnIB&Z=ENDk)e>CNqc)xJRJ@c1s&WCyy!P)(d+-H{7 zSJMxT|9qGv6aMSaoc;%f;3KokL8y;EI@DLYgt9H~Aq-g(lI1ZZ%Nq5&sSH^hP~BEi zl~zKFh8Bwce+K~u%Z$DEUZaF8Q|bKpW0%ZxL6+k>V(2)#mkh0YJywatwvyXQku6AL zXr!az^PI|^|8D~4OK+SKN$#q_xi9Be$yY11Lg>f4JFqpp&e!c#ylR~5;A4{JPRN>~ zsl8mC?{(v%1HI}Jb}=`PpD)i>7ONZBZ?cbY|4scyaJb`1@C5s9?pw;Y)F*=9W1r=Y z@<-)k%5n8X@MOo&<&XJ~}auWs8a_Q8d7z>lNHpu9Z?jup;Gd+#GXs1MVaW z?MC1WN5u{})M4HYv=?rV3Z7~Vt7=8e<#5#d>xPo33}yM&e&$_1Lk ztA>+Pf!nIuHOWf@vqTJ%HxsjrJsF&h*XH-}c*t-RVf<;c(P7pq3GNT2GQOX`7GUii zRhX-K8MnuAJUUrymP`zIj4nPoM6{=Mv5%>^nKb=D~TM7XXl*f&RCA1 z=PGYzHnpCsWGo`Ns5~ATbpb9ZvrJl#S_Lb9AR3KQDNvuvJJ%ixO(M%Zk05YEBnTpF znGCM5=2}j23`mocZ_UFz*rG$-z9kLQcJu7{d?6Mq7FvEBsc+P5V7M{)FcY9f?tk#0 zn@|OX8r}XB3Y#T8r4`o{H*lMZ@9OWS|D^vZ?Z7)6@^q8^UJ6F5v0^cEV=b&G(O_IG zGJG9!P?wr08mbH%w*pXD;!Rq|z- z-S$1={qk;Qcl>_+{^U?Gu#4Ln*p;N6TtB>1yi;P((}R9eUFV?uBoS;-{hiX7n4lggvt;RJjSJ#G>B-r*<|B>YMQE&yOapTFc6A-gJy(Ws^Y z3U7oUk9I+ivwQ;H0(8K_?-)YbKo^@xr0v?L!a5#Bfd`MA1nV+!oGs=vf~7tM?o;6N z$}7s7NIyQ9C?Q1D~P-abZB~?jSNHgW#AC5EGTBQjFCBzIhi?~v1Qg4COx(>j0aHE zvGFq~OxxVj0%((pHlVlVGb(c9@X{`ut(sUl?B2DBi_HF*85vG;RbuoU+g2Rx)GdEE z8y@DuGfBl@)0|GsA;p5VN)i`X!J!mR)bn7C62|paCL1qqK0Fkt>$vfeR|kEQ)RrwB zgPu4#O}V5<%mVVnmPZ9()zkJ?b$QG)7HFv&tEp)S9iFLY+M1{J8pdf;@i^fSGVr56 zsLCn-40vQw#LJ$3(VMEn*vibr%bB+({#~E=Re0JAq=1-6D4HMt1AKbdjDU;Qbvhu% zy}t2};3qZB6QOk7x#82_Q;Wxs(bVFK6KkX(0Q7H>Mw-SLQ@mD3l9#JVrU20CN_cdu z;1Q{57$ge{5y@0cr4pfTB`b601{>*J?)g02)m48 zVc#L{kaqZY1ioq;7Kf$B%OZ$^B;=!FREp*^d?rxp<;C7Bxz)A4-Zq*wfv$V& zG&l`^kvmGTR7_T7o&iPt9U{eWxLz#w*4qlOR5B~!5Dj?JT;uQb4@vYa2mJn2wc5?w z9gYfeY-~0qS?#V?x^?#+e@TK;H*$>qj_`J+F9IVaePet_oQm&>!?>asi}gz3qf91M z=|gvXdpGR1SZumtvn9H9Z+Exu@TXFp6^FM{aiCvc<{W`aN>}XDN=ccg9aUR*2rJb* z$IZD?2*FSk{U)U%{y~tFAW7Kr7YiDGmnpzPArcAm4&?McyU`E*MSTRi4r>Zj@F^T( zx1k(RexrP-Fn9yD`^pKb1}eY?Z$8vrOd)-87*t^81oa}QgI;Rc;n=C&CT-h({@xOxDO ztf2loxYmsihuB<5YB-IcNXP;YqZha}JONk3g6EoTnDVlQd$NVC^Pj`Cj8MH{OALDt^$^7+(E9K4*YGDS*6u@8Rg4SqmE?m{#~7fS>X94Sr$ zf-g{N?I9q73vRnlHqRsu7`as`LWP1~<0!iayIDcFKNE}F{j--Y>PW&`SEB36?Pso7 zRG;W8C>~?ySLPK86F*M`ldDfYv*gm5NX>-;a#`$Hzy1c*7e-1>?ihT0Vq|Ly@&oaN~fA_1=!L%5iSS9UWwXPhGpb;0&9F5{tUtE ztpHH1OuAfeG)GaKOEir+?QuX{dc~^eLGaw4fO76bpdvHFi!J!zQyk92b>+UAp*+>1 z|Hj(qE%#X|j>OS>wnf%H{IeEDuRUq2MqiUv7mVNmf%-wKL0m(GK}s zjszgNEIK5satzPrQL7+7hmE&F5kep8LRXtA#p_|A8VINg_Emy=c=#s&A)esg#DBok z{PqU7f?LDU+;$cx@q}})2{;*NSfjK(Yx1y^Z{(@GQmHneZlaTClYwISuK6pB5;W#j(@^@3z1`%UTO%>2z4<3Gj9St`Rm0l+a1>pfQe= zGFeHJRiNuAYzH5U;%r|84+18Pvc+ zRa_%Lp%YTPaDtizT!5iw8F?BOhtXFn_Bmmv({OHb(oVG$XarUS=zybW?*`8I@eM9J+dLzpf5>uS?hL$YUt=pvAH}7+wvWoKYUZtmm>MvcLjfqU zGp=)|4Gviqx)ZGkkjaTUf`MNp{5ap@{~Yz#nY0&oe|gkfXEwQUckfYmosoUG`_54x z>I$Sgg&n=Ef%}8U>~@FGM>#BH@X}$W1XA3X;xFb^qhsALM%b3)Jux4Qkz(ldHTF+` zNv)lD^|~3JAd|MzVEh|!`G%zd(GHb~-zMm+5-%^A&_8`Op4V;$@Z9_G2aH6y01e7! zl?RGW89V^01>VdoT!j4kx0Z_^gVHjL06R#*5!=|o0Sd?_JxHuO#z>#M!NlPY7Gsp# zT>57Ea?7p24+>zI$Xyx&7b6GsU^LyqO7^tTaWo(q_M;$x9;*^k3@> zxd7;}r|lB@j&ftPT$UJpxFI`i(#%q2Z@2kxV;UT2`6 z%AWUUW-gmH=a!w8TQkKQr^lTxVP?K_{_R)Z_;fPad(Etn%Oy_FbuAjaa>LW-&b99l zq`@cv%s&HkFEEif1t68BGXO;-`00I-UI#xy_fZAck-He?6r@)zBIgB1oraeVp&MuE z6#~(~5YF#_*~6j|41E`7K@9vGoC(N1S~lJsJFg&HHwA0C;9)25lAD3=gQvT89)NSc zSSyC^ynnN<+8r*tTb0tYqS@ZLxAsq`*Og{=C%dD9VB=;K%Aw@uEAF_?0C3`|bN`Ea z%Ca8aWwWZ6OQu)R>#4h_C+I&>R(gcG_AmwQ^mpkLl9UgyoE?I1Gsmf3Bz;KC&W@So zQq2pb>@>bWg3my45cSlj{r&Xgmi2$R-tri_KMJ~cGcErJ4EP6P&)b6{FnB0q_2c;n zC$LVh767mDQ6V7UL{>Z~LT0wf7`9*`8PArHb8j07GP6Qx!z`9Lvq6CD5g=&a0GWIV zWOOrS(TX`>{x2EJMxEaiEQ7AknSB8((RnN{K@F5Y0mFzzw7yP?UNo`-yEp1LMFneI`ktEZD)ri6X8!FF zXFQ|VrUmFOp*C&$iYly*(DMxEbiDw4eaO-1Oygp*3yeZKlLl5T%5!{I$s!5~X4tYH zX>WDYoLA;hbBsVDxl!MvQ~HA`W%isAc=h4fQ)Z$o(w7*--!5cI6emIPV?H9RLC3~6 zOD19tKWMnHojJ_ypV7$XXEkOvC~Gb`BX4M+k)5uQte-5w>0sDI@L0793Orw!PD<7l zfIpqW6}R~TkhX^HEUm@J5S`Yh6{rwwSv%b|R_?(Jdu^xE#N@{>D70--6%nSQ$zpaU zRT1((;YPS)Q!L-zoS1ff$jh^ZZErfbP+rSUI1&qH9Xz=1hug1uU~VDW(OHk_p=@QH zN2MRKj`wbCAg3}Hxf#CI^a#@U{~XX{DU?Vo`vP^v(qpIYsQ0Hjit$TJKH;+NMMtnU z3?M0OASq3PD*PFi(-By{&y>|?16f%HEDX~d4 z)S5l~$dp)>NUW-&hnFIIP$X%eA`(kUPBUrSdL`=of=H~hEwN4~x;s?=oAYW)5|KEvHa?w9D8uT0l~Pr7!dit&xHdZXI4S3Yg3?|4Pb9G|ho%`H z8*{gFs{>P|P%f6;-mY?Ixm2dDo@CKm34yY^5So<3=H@}1Ns`T0eKOE^Utz@d{<8x< z07YbN-$#O26|L4-guZ|oYf=!;OCp|;>6s#Nvnb@|5$SBlIB2^x3I4JAd^9()E;4`N z1edNaIC#)@#gWxFUH|2@uReF8J}2&#HNALyZ%05E9rU8{{R4B8NaTzMs8yHz_=UkG zOFmh!x+ek?3FzT#*H9;s)A*z}GA(;@HL<-Dqx9wAB_wqv@NJ@jXMQvI&Ek`#kyVFTjf5Q>bsG+QS0mKhSAaqxS{N$O1!9o*A$9V7 zrdRMqeM3Ilhb@hubaqWO#n{Yz+{D<^GZ@@~{F<)lKq# z`9qo3u7L zN!C;_-vvq5-0S$zLE(%|%5f;r%GJcM`Z06*vN6M5zmVesQ(WMD&EOHg?Y~afoa7m} zTfLaWg5LkPm@6Q7mstb9Z>a-2m_cM#*nu|EpWzgT^N+E&-Y_L>43wJZxfPxRR(knZ zKlVrQB#v1HZK|twRlzU{1*2i9;|4G27e99#>hKBpGwcOEkGzj#0Mdt1kTi180!!Gy zVb25kv+#)tH+&!J&$N!Q1pn(}EWy7FTdq5Q3js!958VlE;xS-`*$3}fvg>*#^Xn=)a1y~8zfSbWaa3|OSUNUZ2 zKhSr@71yk~>z-*dHr<}iue~vG$sz|k&tL$H{)M!}jC>-IpFyt*RXe?+D2J9Wxnpqf z`kNNaxp!Nw{MlRF{>!eSti7|YLjO9hT^&(ZZ@Xpn>RYzaH+Ar?Y_XW^xCxYgeX3qM zb(*jNlu9M>G@kND%Aq8l!riG0*$FTObm*MreiZ@W7 zpWJu+na*mtoPb@`Y8U(weskg)y#6EJ`yt$;zlK(w=+(q8DwVD`(F^!>)VT_u?QXP! z&zDQx;zBYTcz*b-7ASl5lASmTY+99VO0Q*JE#cNM$5 zN9}edYGWiqUc#6|C#{+algw?c0t)BrwVJ6|_b$KoyEDu4Iy>aBuh6B<^x8Q`g{YI9 z??+qr_=4RX6(^U;Uz*>G`AK?PS&&oyy0B%ObM6d1On(48NZxNZmaj^}mvs1246f4P z%FxXr>PJENqX1m#zu8aicEfFMc)tT~b--OLyn}_iD7b}!mh0lMGj7ED;&eQoQOseF z2ygd-5&C`5IMqP1**rx!g^|=XFZzRJTv^ja#XE{rcXbvO=y0LexDMYe^twpFKV0|N z=2_DQ_N~8ucyQL@t&gspzj0Y6x^Uz2OExZw=a+4uKj{0?iCb>`?t}e(UwUEV_LHBR z`E~Pq zixw(gfFljcXGvKIiwiQ$3*^=FS_7lQqcw}@54E}V#w*4*UO|dt#ch&a4v5V;Y8QBhf1w)lxrTAIKcgm03hElKMN+oJos3nyf1oo8cy%nKYC)67#)pr zTsrD^Iqo)`LxLk`9Q<4~T3$%UcJSp~Z?#-zqN%E5ha%1Ub9l(z6v$AcQ?o*|3HD7* zQ6>RhqTafg5wmnwL{V>jv9-9kSYO0HP+a`!E5_F1MXZ6S;&r@e*elW?b5@))mF92= zzgh$(H;uS$mFB;#;<*3163(D%vMfH(S|jCwq^xt4AB%8Np^)8~*whH=tWK@f=VlD9 z9#5*^l0Ws7Jvp3dwc^zv-JUmam3Z49s|HQ?-mCTZY`$|kvwbjPE{*MMKj#bv{CwP< zuX)w*aYCij8hrAzj#!m9d8`_(gR={P`0!l%izBU14o&b1LC}Q8`iOn(?YFW9`f_zln7HI925t|*}Eo(ZsBLwZ`nFKJD5*x z^)V+D>nD06!Meny$#9jrN!Ym)+_vw)0ab@fS1%zhNo?w{N8(fVos2?$Yi`cix|kIa zw-#}obSn(A?9wWRDI|U+NlbbCG8ro#=F4I>*_YL{oBkrsb&}ur;3R=LX)hF3F)~*u z>IvD)0|y7WgxBPB3tofAA9A|#37*pH;N7JmI;QcKk;96W{5rp7u=XF-zIuUbYdJpa zHC)f$$lPN$WjFW7l|3)D&tJz|#-*~_@AO!RB95bu*B;# zNDoaQ432{*8tKW&9p)KlBr;R0HOB``JU^4m^I0WmrkZf3In&&KV&{SVJ2r9r!v3Ax z$7+>H%v$e`>Nw>QZoWAgG23iVmdxj~S|JJc&kUp%OuPbgm|MS^&7uG#a|6pE*2Ie) zJ;b~=E?&%D%`9^oaT%wsBDQp$*R*zcj1oj#T;UMXv>GXKZiVeNvdiG>3h$z~@Yl1kH>4v6dCzZtzdFQI8KN$9oA3=vzwWm-NY#(`I7ykEFJ8Pwf*7Vkhy(O%dac6 zwYhbI?s`TW_{!$nCNQhXM`1{1vRiy{MpN2#dSE^DYgH>e>De++D2dIumDGEfk+)`R zBO%OYNCijxh(oQ9*GEGdT-L^>hi>3<@x+l`LlMMh?9sXQAo-)&%_k$zwbE==7v zMSRc-ts2j{VL05^2YHVtw>WI@5VIgLM&EPwc=^X0zh2CHmX4%U;p{4sBb}uO*G`SXiZ`u!x1^Q~6!@txq-+ zHoc8CB9j?#rTzARU8`cUvG$uPS2`N&D%F`Yy~jU)pmA_GgjCYQ@-9y;>&hj0$_1;A zQaNuWpT2hBsONX`+Pi>jc=vq%j$4h}F)fu_(n|D?CVxOB! zsGUh68pdkZe4&6muL9e}_MrUNh^{BWhrwqX>s4T!r_Y>9CTX?WaUcD`gYe+aW9O={ zS}4r$$5O{2eT+Wl|A@nMFYjkK-tVVDYU4P6pW^W4eOnD@lDFPkN}m=Yk$xc!7)t5D z>7q-GeSCXS(iQQlQL>Jh{)>y*cd?1aWiH_7btFZ};>}o5es2?(eJ|UISdsnb7z^KF z8_B1CFMD_Ty)0LI@PSwpSvaN!@Qo#uojH=2if>A-W3VvS&Ur<4Z zic;}mhb0_#==Bs87K9+<_JlpWGN&Yz2uaD67P(vrVM^YR6TBSC<>6pRaD^F0<)A6O z9C~vM4*`Io8}cLNM~G$lrTLtRa-Y8KsHYG)dVf8 zN3lAdSe?QD_*L&$Gx(XzHx`jHbW}x}B8LKnx$LTN-JfA)ILuR8S-JG9Cpi+&8n4Mv zq9KzO-?iD6@(x_Il^R}!+FvWcPw)Eh?uuWNX%3o=>0(dZ?Tbb!re}E9y5okjM;S`x z;%+8Z$S3uVki|Y0F3%KQbm@ItnY4j-itD08DBX-(IFH!dTQpb3lXjVm)H{Otp`$4?TN+WT4)-Htb8*1uV zBt4j3h;VckVlQlVBu0`QA%Dj! z4K}Zp=^Gm5$4+m{aHY}pQ-ShbWe4ZB>p7KM?4P@1V*iT|Z<;>)wL=s00S9ZM_7R$PD3~>P~?@Vd%rXn+wVcEaVpW{({R^rCY5s15UlUMf6KuqPt+huLL?P=q*Dv1-#KukQ3wjW!C<0k9>4p= z$3vb^6tdxj+QBDy6K`^`LeKyWP(=w2hbqhlDV302?yU6cpN=GS1pSF3X&g^WI(x^CS-=<<*ELOzz@G&Zg^xkvQhchl`fFhL}WTM zGt}$iD=l>j^;hZ2#>gwbY>osJ?K_xwkEi_@Uy9h;7uXo1)y38~-{!qy$wh3$wH)d_ zwkZ9m_X)7A5z^~vqcH(|5PbwO<`Y{~*>Y7~9uSUg+X^TcRJi<#2z>#dWp)Q>(PSEW(~7EJfj< z9v&pI(nA0|JkK;7(BbIQV5v4?ZD&{(xZNfN)^zSWafs}zLapz<;oXRU2MF*^U~&V*2(-nu=^*K$!K%3A)6 z5jpdg?;L;N%3~YGKla1>3rDkNhf$+4*>nm*Aik8}H=dk%;E!jf@0}kJZCcu_g0g`s zfvBhT_on|bRor;?{NDMOKfc3aRcjQ4!Rkke(Q~rVeRBE{R*~Pfd469^HJJBHPiMn`8d<|D1G%( z+gYr8l}fhW1OKMb@Tm#wZ$j&mE{-$D2D7cd&JRRro>#aldFX9L)`>`1T;jS2Az)GB zI9qZc`AbZd5c;}`sKS77L(3Sfyb@U;qYf{1b@e<$uwZ3;3;WC0QBV9gwp8j5yxJ~{ zJs!1;DdpiS`4S^jdwN9P8m)zieqXQX;jlmRwZ0y%MXmVS?zewV>_*oXLA0T@dP6|L zCqf{>is;(UxmYxa{ZC?`bwy)O`n25DfEvV_2F@W-+b-za)15{dEOdpimgZOev4Weo}Fy}hG)f!hv@fL zMMi2}0P+8yQ0p?_Pa6lfG4KHhZ$qBL#gJT*h6dV86STu1Q}a&3;fUqZ!I+;z8Ml!m zIQJI-JPtkthS$)0D^UPCJ}VS(+s}z7`3E zG}(&I))!yPEE=y#<05mdOvnCaF3-&^2}l+h9plA0ywnETl1{0KcQHB~L~x@tz-=hF z7vONA*Q1oXt3B=BblxeGwV&~~pOG0uja2(gvBJnnS8s{D(uxzWaqi4Oxb?G8f5y%8 z{^Cf4*nI74q`UQ{T!Ygh2}l+hg6iE;a!d3xBl&^vxmHmV=*zbsEcLo&{!}F5Lc}S-s~uab@)VQTenKi+ zKg8oV$o-~=;=}?MwJA9uy`}!=vLf=@RuqdLZHUF>P?8u9!%`Ub_=bH%kr`r$E#`w} zVw>r(iI~+Lz%QJiR}$OE!z4jrA5H__$or(%L41W*@O;*WYA*nfV9>+_xs(V>OWR$2 zM?g9^XI>s^k@9$1vE#nG`HfySGJ5|DHy?ZH{?W1fU$`lA{Mf>j_#KiKnujMQ4i5-4 zDYt~12Zq<}8HhX8uyyeH2PdaK@{MChzJ7MSHND}s&u_PEI&^e_wnN-QbL(Pb5UqQ?eQa-orUOLR2tlwK=PUwNb^Kz^w|h zTZ^4UuA9bPTne^fH))gJ*^IbWwB8tMFXwCUMf=R&0~>SIoyYU_y(u*}(A#PSY9d1g znq@ev@&;p;*htnBs*VPPAq#nhG;sC3L&FPwtU=R$OX!VQ@!WV%y-bWI`yytp9g|Ti zg}*YLu5Zd%l}gOtQ2Uz9hxqFURq$qGe5eeE^Kc{%56A9^5%ZywA!0BD^C39kg+(vi z%)%iLEZAmkM8O1S=>znwG?}MiNw-yZNOwvnD{J9a1$>Y|p_~OXznHqm4R3M7y>7VP z4g1_M<%SBk%^h@;=SURx-A)p2(oF_Fm-=doFs6K|M^a=eRS)1}E#IKvpHc8L6g*1Z zO`W4iswg1G|CLxm_NFAoIdvT2PZasLvN5O{+_D$UdTk=8{w{;gQoz(tJJ01%pdB`S5K5mR!2^Cnf7B$7AJ7HYJoKmjqr~ z2!r?-PX(jgj%Xkgpt-&sC2`w8lpDWwI@s4ET1-w_BjY$jrd-Jia(*D^^OmM_nLU#! zZeXDquBC#s-JuB*Psg@rV-YKtbcPz`vY%;8?W)B0ZY&y2MvZ}1!twsOUca6+2P=_4 zZ>8+@)W+tjnYp2;p4L08h#w-dwND~h_kvxGikJP22j1;D=OJpINe|)mh#taY1Mp)6 zJVtzwAksu1K^O@iK@bKNZ?x(02!{vSRYJ%3wiaLSqyraQ7vI2iyOc3@e^*lc>mm(_ zOhxh&dQQP6D}jHb@s-7PB3ofqe~|49(XA25 z>s81<-i2CU0(%RsG>jp}Kj*0u2Lb2$9Px=ZWn-nuqsQ)r4BEGLNSY)7ru`xl0w5y6Lq$CQJ zif23)Mny3mzu)6wTr{ns94?iMN;zB>2l~ffj7#J3J1h!F(X6=}Q7(-P*AYGN$Q`mj zQfh%8@sS3DrAm}nNHtPYA(1F3J$7a`W1|!7QU^cTFU3WVCzEfG)@P{v6W4QmW3S5_AoM>Wx3w|xdMfkpax!T z+LFPQ}Z2vge zeyjc8g!Z=_K_TQs#3r>ilZ9hj-+(XgZ4CP497j+#tHv7$=v)6Cwv=vvKyUNVYJ%hB zbabL|twr3_dX$V-`u$4G2{-bR0mO+3sA_yX98T40IlCR`2ldU=aE8sLhJ9=5J~jI=yA91cnFtSW-qR= z46A_B+|9MScSVp5u`b_OE*43No4>OJS+h*~ zlHD@!bo+ZllR-6s@2KFlc6`5iS?db~j0O`W!;_uWq3N-oz!*1B3}F7^`&23^3c9D! zXEtjQcT|*C)s2BNnHUOqVwBe9rrg?;%Z<`}x7F(6+`JHrxy?d=b z2^^xABvX4SbDeQ<7%$IBHL9+uSxs218->EE!7?SedVDP3QHl#xAmFqbzV}s++u-z@ zVAT^@Y9I;HWJod)VIoF0>``D1W3#oRXE(?N9xJ>&vh_ zZ;B3NzY9OZB^eE-Nl{w&{|d@gH#d^^si9h_QUR9+sx@#HLJb6vr!*Fd(ja14@dyQ_ zf&xXEG)oThBKpGy;*#`m>WWm+sHc~*c-1iI?~YACzvLXv)Swp6my$;99GRC*Yyj9xL| zPk4+d-3h0B|9z9}ej88Vg(Y~pXvMzVqe7~yxjJ7rJ-;vR$DY=cS)sGth9`Ku5$`P$r17xBaqD7G>ejh8bb z9tg@_A3aMCtc2jOpmPRY?Pt6ZhgxMv&d?%%taZlYH;`Vhoc6ik`D9L`b|boJiKmHi zbae{o!BE4f16UL&842&vYn3wP3$WQR=+zn^!a5}Ile&0{;FhlfIbJHWgeQx2W<{Xy zON&{fwDOiT70-$UI}eo{V*gK%9=*H$G&~)XwILyYtR3EQ{`?O3m!D{V3w!K>0LLNFx0v39|#}pzbBO1rV^=xiI40C6s6&24*rM9x#%oVqkJ8 zIptF5+L|cii#VLHZq6j zxAq6yXN*x7w|OE@2WtuEXfwrN9kajvJEBVbEveLx0npkA)Xzd-MlobQkGGxz5dK)& zIxcNhJ_A%J-IKOy0VKwyZBxrfDyXF+E9kr;@jBYNe(6Y^rhB9xZOcnXZdg9j)VU^p z6Ey(Jf0CaDo59IO?}iP!&G~$F%I_WGH?x~FQNFqvfn}?Qaa(kXfWfjMpD}1B*_>`Y zHPj#X3rfbS;8>rJB~VTz;uKW6y|XgQ>M|Zlm8=%NpVzufXN|4Q@@zW98BBL>)obkW z3}gIYi2|80e=$oJiYqUP=*$q10_K&+89HnB+E*>wD|^~r**|%O5!Q>Xms7L6?T_Z7 zxlv`%C@XwEd9<&u^AcOR!5#IrYgS*(ZIqKnLo<~s6hQTmj{q>Mu~IHM80y zy7%eN8vep~gpMM(Y<5~USbl3$+tl_CINi>ly8efIgq>t3y`Q)q{Lcs8F!6!O=Q=Po{x89L<1!4a!5XZ=8vGux>wgQJT7xzCR|t=;|ML3puE83t z!5XZ=8mz$@tic+r!5XZ=?*kitv;x!RHTYKr>(*cm)?gJpKmCswHfA^WZftg8eB&kw z<~Gi6yr~N(XZkmlX1Uo{H~)t%cWiZT{o*!$+aGN=ZvX6#=#GOsUYSxOI6S6-be(F0KX-$QxZ;rdfEo;t&`tSGqU> zl-5`mCqdk5>f*9h`^bUTTI=EpKwC$goGc)xN24VRjaP0 zT~)7L>dT)1AIN|dNP{B6W>Ba)kA5e>QE)T*KLJjGV^U2&Dji2S{@#P?4@r9@(Uv}N z1c47sqq+rj{0VT2RGLS>^Jwo|(f597PaT3`RN9Mb=fQ2LW=cBy&FH#I*BM7=KZVYH z5}n6~&U+M{^AOmF@O=nBhPEAFzK(CX^(l}=Sa7*i1aYYid(atU?+IY)ypD-N`N&PtTp6xjx(ZUDTq4Hj|1=sG8C~QSX3pVHh$JIazF<7YrC~(0iDO!V}-~3ENh{{1953M8g;vp%aPY93

U3#ujoJW zr=~Oe{!2NarzHW@B#1Xgas@QRNKd&Q-Cm?vgs4idwJ+cWJ*9yHQ!asQVi z#2h_;M#=w|DEZzG8mtt8JRuFtl>t1U9Yx?F*6QRAo*YC=251SvD#ELj2n$FRS|=9G zS8KUPApHeMUWhb}*^I|Sol}7v3Zx;Ss|Zn5BiqFzd@~-b23I8_IdrycY8SP3 z1>q&i?|MXf9Vq&CgI|1)jsmp>U=2i;1kt4RqYUm#d$F z4?s-_UDSx5E-xxkmo#~MOlgRBFt)HEzVSQg`=wwPzMRpt|0?7_G${U3=e%4 zX#L>(Y}PaqTv1ksdiEuGfQJxeW5^=~Q(ZFo=-aH!g5q8pfjS$sKiMCcWc=wO$n9eKzx|Tu9Me8F+ zWpJfH*qiVIp_W$?@@1LU?i8f6Qd?t)+ygTM58+SPS?9-uUn#U#BLoLIpi0yfnch=) zq=s7FG@tzgw$LNQL%KuU#M)dh(8eksP?u_Bq~ZDoLlsS;^%+;4jDKxg60CZSsyVQB zF9VDOsLDth<(cnw`~f|beZ^>9B9QT7s?-#ZC0q$<=VB)etoel}Kkp z3d;9##6_fU3k^I3<}JcPDnPBF!V*#^B3XpmN|ma&rC}~1Z0Mo2xC%vyL@$Fbt{eN( z-$&K3!V_8=R+`2>-GD?I!cqDk+EG^x;FX|Ei;U1f0s(r3JR5Ks4QB8SYKQs<`IyN3 z0;GYi;`MEm#d(0D9A%v5udRt|KV6k+z(-ff8Za`~LYsR!ulTR4exB#f>sFV4FNqa zUK?TD6ldFY05$9 zF|?RLZ6i>tK`X*i!AKj3D#RcJe2xUqFg|Bq8`g+ZxKE^J?q| zF+xz$jmKy${XH%abvnWX%Ei%h{wvDV^_VA4^ToKyLM&1)ldCfnLM&LWRLGS)wOB5r zVswcFV~dlL)hdiFR0)-1g#s$prcJmoQ7KHrq7*_I7p{rmWyn+2m_(i==3{)hB0~w+ zV30iSh4qAQz7&kjlPHq0aGs1W=cj<)f%0S-7M?0lK~CIcu?mwI(hcpgT*{L{UOY^# zG}ywVR0&UsxkiflN;wp_SFBK}f~%6Rg7IVmOraEmQ9hUg3G-B#La3CA)oMU4F#{p3 z!&40gfLWBf40fiq)OSl0j$jga!t1xt>-(gn+9Ua8V1T(8@|N z;3|-($s}@~pfP$p0xIBsKpi_wbW>$|RsO#28=&EDDxm@BLkRyeinK^%9_=2T)uk1lb!<&}flHLZl_jr9aRShC!-Q280nJ z0s=Wm$w-#bLcUt(U=4l@oL?YDf!CLCabBW)tk9rhfb0iD2FU}1Owr&e+96dk4``Jr zY!taX14WgPy$U2swHTNP1TPWjKLP;8TQ~#bM1^wW=xheYHvW<0)7ulgolMLjh4b7ENb! znZYp;bT$?p!;X&PFaY}yK$gX1g|Yz`MkIs9r2?*?4`alF2F3}eM?@f2^cWyL8_5?O z6&=rJhJ|yn@TiCo2Iw5X0Fu!ML@)?eK&jveIx~`jh0r7EVGOh?3Q%FAXdQLqqCVD2uLV93Xq3zf)!DS2w2Br5L6)4 zSR;#oDX<;GVKm4R!k|Y0S{%68a55EK^T^Tu3GQWNXrGcu${@D^yOGhL{TS_}bmO|y zbOCWnZd_noVq9ii4xW3A_Zn~fc}o8Cl>Fbo_U9@2KX*z_+~uUb1yo$yvM3sY2AAL- z+}$mB@Zjz=jk{}b3m)8pySuvwcXxMp_|4vD-*fLB@BaV(dxKuxWwT~g&8k{!G^^)& zc2#(NyUIzeSRI?X%*fvnkQ??+kLMWK6_ERbn~``l{@`l%dNuvLSNQN&sc7%_LWVR0 zqy2=qXbp>dA`lSnlxPxZY5){s!8SrQM*X1k(rH03;Bn5KHlRAVUAk>xh&q(vz^EJ2 zRu5%r(#|0J#nb*nb;_IYY+G}ewKW`R73m4k9Q}d|nHT>+vhb%bB#@HqGp#h0bfz8( zZ|%>rZ8BfFM`y$H<)4W@`>`lU=QY}htEDhbby7CrCm*X-thhF~&X%GyvCvH|ss-mr zNtlz2ed?K6PF7~;3sR^)?Ik7Mv6G}kv9*aA#ePBL$I8dLo-e5wt|5N$C6K3_7(xlI zV1(|1KGpmBr)S9U4sEG5%&R=@&glsdd6zGiYJ}rRH|emki4)u1(070L#gL>bIyx5< z*>-J|b&m<0Nl*SBNVqD-K)3LDATF?nHG+w$nl*G|oc02-Vq$WVHzHpWV>o8o4!e|Z z6~n2n!lDxcHpedMhjGwS2Z8;tECTcjlrxkGVgnx@N8RxxBcj~P3YS^Bl8-3#lx_2< zrHQAF_j1DS(bnDx&u7*b_+*#aI&YDx*#<7W`U=)OamXpHa{`fJSqxg04#fjxL~uhJ zHO~v=z>H?#w~EMSRmPQ!S#akspQ}t&h!Jh;BFzUP0zbscNc7>@@u2Q=a7;!G=B$(x z-nVf-SH0D~csYgw1haIU)4iXa%I!`bWZT<3csRGh^IFb@9bHvs1~ir8o?3BcM?@g;*++Tivy>Q1Z34sj_D^+R?Ti?ce3dt zP~KY8wt2bHOfcDTICeBYf~lSiGQy zhK4=7{}ADKm96;is|4iZkhP@Yn(QIshWlip-R%(2?Kw#9R6VP*$9uIrHnw|m_M+(z z_6(y&4<(D7Q}G3i0X~tO@Gzb zQn}u;rVPVp5*hhuR2lO2t<0v^9aYfUnv)*c0M8b+2@@P1&YEoMJM&fViwUb79&byC z(d>B7%v-R>qU}~Y)?31Y$>PtIQFOXp3?pNQqBE`{9j@@pgOQCh+LEf`pLVXHP+c-er6vd0b+flwBa}2 zb;o!}evX&VTCVMjGCx%~uf}~EUA&GCEBn`qF*NhjQW~u%D&rL^xSJjM8T#?sO34wD zR(W*T1?2%bhl8h7GirFJdbYI5&fPk|Z5`F*r5CU>Py(vmkh@rE+hnIC~MPDt?7<>SUR#K0f`a>8kpC z%!nyo_p2A1GZ8}Kv6Ur(iKUgLso}AevEs=5=8mx-@=aH_M;FjGTMBv&(&t2r*Dbqu zqit;wJUK_QIXHB$N1x{{0%K^DDB(UjgL%QXU~w{DuR+{zMm#lbc~L@M!Yk;(BhstD zD-dnzGLHi~2`j#Dm1eHT8(ngsk)%$OriQbL8O0>kzSK5!PbkaE(?I3F$=_`Z7gmKq z>v|m%X!aMP1|{k6Drmdc^Lx*4`XhRkLCavr*TXUAonTrv)SVT||C}oOknhmsa21r0 zlNojioKLl=y|?g@fob!qy{T-~?_RyVO;_i14z`9IHV)egxy`3HUo5|Ktz4)yE4xZA zNvhYfI1RJNhgN9s#TF-s0bsiFujm}2;PZ5qESTB=&N6HCU$YZRG}-6?A;r%-(Iaw0SZQ+PRaH(l%>g5Wnsj`W z_FRvhy=_H^n%44{mo=iDS>R~Em$hq4Bh16o&Wj770hQ=KO)wQd{SC)5U)_f{x_s;`>I|He3ZrTQ7HvACA$Tuei?#Xfsf#SI8)HJ>t& zGK%0DOPAoc{Ygue7WK;2j95%gnPNE3z!6INw1MF?+_E`q=rDwQ`{E_J#NC`5Y z_>l}xtQQJa2N{TsXadt}ZB~t8BmisR9~yWH1b8$@n*%b91oyWV_1O+|LW=SeWaAl0 zMb1Wg@)w%M4)&&<&kF9mHCA&n`Qx7A%Z&k=$CC#&HL+6GH^Vw=e^?gvm-2F6UnVWL zry~3s*7%cE@cL*S9z4On8quxFX4p#G8lD?Rjit0U`5!FRrG>_Ex0Q$lWlf+WU6>J^5E^<8VXmw~^5 zAuo6xInw{(__U0T-W@Ldxa`v6skm4>h3yC0gInn)QGaqa9#@tSOTd}qMyMaXIwz!g z>t~UABEaD_-1gN zQd^fO$5mQqY5tT(J%ogXRo1T&`+xK?*`&_ z_b9!JkRyQgyB^Rr>T6-^$;3yoPUhHrEN{#h1eACKPBVE`h zwB67adpOhXBfE8LGcaYauCB2P=?6c~xlP8z=%;)dg-GDPSL4y|Z&f~;=5JPyGfd^a z#WTNvbDvGj%qkpvj+8@1A6wkw*ir}^UbkWAKK|zH{ z?`|x1?EvR2i}gr)`;eUSFf4l=mjGxi7~$r{J^J3JWIqtlTy5mgalKjDa#Ce5%(l}W z)Vfdk#@ww~b#heNsa%~J5jGURAbUc|2y3&3D&TzQ83fH!m%eT-x0kH*TQQr1ezA$$ zQ`mGOX4*;>L%LSl@%mhAPCO236flyq-VdnAR z;__6D&f201BCZ!#mHWkx9Ko<(0n;p1Kb@*qCmUVg2F{d-HkAoadEkBigG@b``qXQ* z(s9U^$k*FP9wbBH8rJU_pld|;~I=%oO- z;~wS>SFN#~khI>lEpqi_+I)4c|J5&??Y(BXJ2&Fr=&T@W-i+HuCC;N$=d$6QNP%)OI zD}`ZEXRFbyqcmJi=-D6FNUOiNLO?Rg0}pFNxPXGWZSlOh+@Mc@nRZGgR)dR|tn%pN z0DKc8k?E@SOOqUK(hbJG9%ye^F{IdirEeDY0xSzCW#Tz&J`6mlxSDwFTy?YC&Q$^D z#F#H?ad(%C@KqXeU;9)hR)ibXw~pv%5Zro>YiB1NM;1RxBq0Gw^C&E?5}(DFt-FV( zw6t|+C1|wv6n1a#!nqxQk^|QyrJx__mLT4KXYgWpii$wURExl>Z6IPCGQXTDo#I~8 z8g;8SI(i-dBB3*KA~j`vU=GADNQ+FN@;&P}@I%W#+EsVGzUqbp(SNDosxd=blN-@dliSdtk zN%uMRg7!PvUW=5aV6xUB^)%;{l!z?jcb36OnT(*2-5zaQGuh%&@m#G(IFZae~jP-On zO8DjOLs!rm&kw)f_Sl8ER3rN8Ob8bd1d$VI?`FxRKf>#Hd(1Jz7cR7dIA+prJ>xbt zD|HkjK&FU^*$CN~3$K59q8S1ZzKUNS^Rl-&JsMx-IC@H>yK<#Js(k3gNNB3&(5YXE zIZIB#Tww3mR31J^IHuukUiOqf@N%2KJdyUk%H9o%v|4=DTZ%JJ%R?}RzqrENnzU3H z#7#irpz>t0U9G!67-W7})IJP-%`-M1uqyLOCK~=0-P<`iQ184eTNUk`+@Z#EE9lL! zF%*h&+>;8c>6NjZs;R2$?E=u&TDRMqK3uLI6FWb+3#`4jH2bZdyuei*qvT!;&bu0c zITz`~!DSQXRZ@CXogx&uxa{29ouEaoO^rww=AG8uH1qrX_95vODA7tS6<>yEkhAcB zSE^o_WwXrLFSikP!r_5vKjhK;EbKZ|CfMklk(cLO?75keF##B_m&%nLEJUjJD9U)4 z{&E%4uomyuGD>PNTB=#7@cR72e%L@=ekaK`qW1uw7r&1$KP3UeQ^(nECRn(4D!wl~ z1Q5W2h{)OIaLjo1=lmA~c0kZj&g4Y@0`)NaR+iiZE4ij^_@EdGGxnIq^BTR@2q854 zGA`8+_s7`C*$_?aDGl6J7cd3Z8d?)e+wKY32E}e6G@Ngi?Us*^)NTvI`>Zj$TF!YF zAv?2UZR;QX$VyEsIqL`Lsv8L>$6s1}w4QPa?#Z%#Zl))VdSfpv!w2w63@VZW^<>Pd zLjt8Y5#?I&1xS3jrm{S2#0e+zef(y%OHU+{zSw&K!2-uf`G@1zTF;4 zS<20`&D2FbdaDtDOQG`#VMr=9NI-{w$U^%^ujrUN)occf8M|1^k@w4XVrcAEhOKi_ zBrRuMk)&xQqe0{wykuqH0J>H>C&&E2&pf6>h$e2LxzsD&rC<*4?2!%%@pWx@?a8c- zKw@mhxyZ!H#Y{g#oRNgxy^|9JdbAX`oS6W1o~iiSZJJa{D(lqP_y`?<*^<#PglF%` zO<;Lay&0kIigN5SiLq<^eVcF$u=&WU)_4p`5=mvY<)pKS`ElopOJe1@MRPjST1ddb zl;c2nx40r#x*fQ4F(&B}y=R5dDD~^f%^NRn(@gz>>nb3MZ72u_*X3FR&KW_wWJOu9rIeZSz1kd{Omg6I|F7uJr76Z z!c3i0V%p$w@KHcY7HE4AZrwDtyjGK;^fawY$+f#6_puW--SfQ!Wb-x4e6iVUR@BmB zLhpm?33~j7QTNjt_!c+UgH0*CZ%gju~ z&d%}I@fXa*M8w9%{ulinf7i~!$psQ;xP6vRS+edoW+Y7?=&&-Sk79etO1 zXT2X>tgIk5`(F-#P!Pxol4J!@-);I&p9rw;GyP-#KSsXe@9?|x|M33#{Kv9){y((8 zEMjCtfPE*tYX`-NU?rEgS%L zL=0jU`VIgQfT6V!07R7rSOFbOh*;idHNig z2gVbRxMJVq19K<~K>wah*L<0b_zM0r&3t1tS9^^9>gZmLZ5)Q}Dq$n`hk8ApbTJf> z>%NNMRhT9u7@5_mVaB1`>kN)V|0sT-yxQ+37v;=QRHaYClj&SA;+;nI$_)Vc>JW-t zf(%!^E-tTQr;XgM%&>7-Cr|SQPb^qa!u!P9F zA@AA!o)7=dau5RIDOrn4h{)*M5HbAY#k&uxL`;l-Wfn+6(bXQ5LlRcT)}WsHx8eW2 z7Fn47MOOvo|KH$$_U*4>|1LB+J0pPIdy!NAGbI&hP6Yta6x6C+i6{j@Ro$lq_-dpwGXHU?z1Tz;K$cFcz z|N8`b>nlx|@dWcg{y zuZ1|dy9}??CXjK|adpz8zY&R&LrZ5d)s`e@;N&l4{Few%bjgyMZhvU&`*< zoo5FZ%}-iqSKUu)=e$xSuzq~_N=p6_{!eP!nQYrdRsV-?9Pv)H4SCf-{q8R44`$V1 z`-*V0*F&vmZ#NVlPU^w;?V8-m+VZY5kH~&J>VJ@#nHipSYJJ--OZZT>>UW=gDw+l- zXH-|xTPI5t?_enS6Zx$FmW3%}!Bgh!CM|CO>yKgDVR3w^+Bnx!)lTUL(A{6p>uhOr zcR94drGgJi(+TD3(@TSOVQF8F^BX;fdCJwVcZO5AKfHoJWwGcYw`R3TNF}4b^<|%7nLNorceeLio>Q# zB{FVB5akl0HfwV5ufs%@&s1oE#0;DebGjiThptQZEw#++SK&nT_~t|biw;$5;G|ga z1}FW!*d95^`BW5zS}Ezh6nga)s2=C|A8yS14wlcd-o}2oa7nK#DI!*L0ph=VY3+_% zaZ^~gRiszo#Q*kq6j;poz=(9zG*50K#Eo_!eJz0y@6NRLb-0sj)eHZUeguutFCp85 zdy;mhPi8#WX|&4?k+xV!{pbCc#OPg;WO;%+IUZ8@HCS$#^n3B6^<`-x+6UDoJ9aU8 zYWI(K35@>4@cJ;qSY610-e6Jgeot-IxNS5rgfDZIY=1G@h@7Cvb2t(TG1XX;k>_xZ~Wu$#WhRGx~3MV>&QAZ@q~z{o@$pvo4Yao??Id%Ld6G zVsY6Y9~cbzp^dh`5P>)H76eJ@;kf9N|MBS^2j}Q;Vvc^5*owZfD@nEXzQOhJ_5+{g zD(3^Q1qxHp1}J-HBXsJW`@Qv66EztAOug`YeLNS=ID58%eIB_}e8xxqAU)S*&uFA! z*n~)9HmXYgE3i#^Q|K!(T95q#C8M`{^TK*hw4fJQ1Cy$PTV_dF+eS>`R369ZkG!Oj zYWg&U1Z^)-siS3@y;@ITbvteavOGPlyVbs?@>@r2z3}s!@YO+KqeVo1k=@X?1o{pj zw^uaaGz9X&wULW{&;OV)qPW=>awuC*)G_`S8LBSxozO2A7M-RK8B68i51HqB9H;E~<$?Mc9(imQB z^1a=G8}@}ejWij=sK#oIs5K>^d7LK+^_lVmSR4m&MtTJL_G8Z}_kuY0wwrEu^6Bei z1h<9NxJg0n3_bJqZpZJ=;1U!rUEfk*6sZzwT;``6bidCIqK!)E1ZRwYaWKgb2%2NW1ViYv@sW zUO_YlnU?x{Ef|DH7CWAa+Vj?F3>$%4A$!&HE)JH%mY9-?YTllk21&rDC+k?xC19-< zrOckGIZd69V_|D%b~{*e8(i8vr)J;ke%~wx;X<(XkO!%UQsxC+)y!2)1X-1wb#bNR z9m7FKp~UH3XRi5F+_ur!DrhtNx#1Uk4U2=eqR*P9??0AaUau{)fZ@$b*!X{*D z!}Z8Oqe?m5r3nV*b32_iibb-NQuI~pQffBAl9(YJ3Ri}KN{EiUo!uZ zlkbQGNFT+{@DXrsE{bKKfu_rl|&tzh?rgn2Yu6YLx0qTFPIpVk=S%;V=NK z6fs+Yj@Zsm?l2KYQWN3eV69St$R%`6Ver9h%lMI63v-V``&auwOR!fU6dd9rC(z2f zedCKd`03Y|7XsT_)H=X$2sz>)jp3zYgqK324&$`{(rJTW53O*B( zna1N{RvB#j#Pwt8OI4~}E3da)bg*PKb=i52jA#Hlcfhj4jKYwVEAiL>FL*cvxOOJD zvH+kQ`nOyhteH=;E;7;Y_=C}S6gA}Enaotv(ZVMKexOIP{XmX!88w4b%Y%!%38<;= zuXUu1ZZINT&qFL?gz%UvNSm_L=Pd{;VZ$sU(ThM9ulI#45yIoI6oQu)xX!-N*Tj7L{tfE^bT%{ z6}Ff0D;1L~X>pZl$(xjp_O$%m7d#eR4tIf-_nS>2Cba#)6iivbRaTF9VbyaI+^wZ* zDWi&|oc84#W%P8V)IQaxqi>wIh@fAYC(6lWL*ToKLbIUMf6_pP@cTGi;$DfeTdqn6 z@KQ~ej642hrTm*TzX@qQqy@67BNS33L{6UU_w@8n7BT>F-`O8W!eaJy%XQK(=wFFk z$P~>VszJ}UNbly=H$)bNVE_Q16=-k!#9ri?tmJBYUSUUqKYLgp2O?9I=;?NGi-aCF z$1R7nkkl<%2Rld=c%vHi@QXk#F_D?A`VHL3JsNJhUJ=sB8`rKf<^HDZxz81Gws)j; z$2@tUd%~aZ7+Mui4!jo4!E!m~I3{B(bUHm3mpJ7=K9g7S{#6?AiSm`I8O%CKr7m^_ zo~mduv{N&1_tce~q7q}8Oqc`aIwf1pofiw}NO7mGat^yESxSY}rw>oR z=mONHxg#__%@%-LaBY)ZMngQi#k&9I_Jy=b1ak;OwNXbhGqAEdHH!G$UB5s zd4n8u{i#kcq#E%A=q*3fwpps@9jVu2v&kXa6jXF`j6y(sJhp!!P~4h!%QLk6{Y1}M z5bTR+zSoas=x4aydCUP%pQ&p|*%3@mHr?Oox_aXuaRmoq4!5hb$Gca3z>~Smd%fO zX~e;--Fk3g!l_>6Ue&Gxewq^p&?b==V!Grca*neF@*=sMO3suqB* zreSQwybzxC`96*cxStZ*XXT4^FFIZyPsNhOXo@gPLcFDCerXCW0A|jE31ry;FY92ukVh=y4UW9}5k!x*&cMJp?3$%Zj z5@sP?U}gQVkMncd{!N=a$XEnk(Z$`=t0*|z$z2suW_aZ9xXEprroKm2x7WZYB^T-ZfTAxHR*S7`NWC)irj|&!F%u zIhGu*671R3$>5P>M48AuIhNlGWfN+(4~x{L;v}g>Ww~d+73&QTg>%M(4t@+t6dA!x zb(?v89dXuM%--coWG_xdnEE(MyjW3MFJF!{1twC~f5k2h=Rzz-l14va*5z-JjEB? zVH~#R9<~O!r9RbFAxgU|jry5Z4=pg#t>bx0RmO=aQ;b7b^g2n`6B7s0*1!$m=Jerhk*9k&MNkk@vNR`Q6bBvtb9Y5=QuX`WRVXx9doeqaMK_`hn zw~{6ODLS;vaAwCP)K0Ok!%75}g=rBuGN87OXi=F0nD$zDZyQoPYgd2-A$?Srg*$);|k zQ#BbLAFwIE-H`$l`TsD!)Wc6rVdqgWOQ*0%UolHpGfT5DyC^OY`Gsh>NR}x~DarX- zaFe90#>$irY-d6nKk1J|KjJOUpe`WxnPS` z$hJ(pl1aoN^op7^Ym>GfY9Mj5hWJ73po-{0<3LjQGHz1Ye_Kj6o%jt*+Xb>N=B>lE*m!gh+L`# z^A>TIej`w6x{Tt@aj+D-M9V$mj4748WnNvy7*JViB*dfEE_G4--lA}EiQ)Fynm-0T zv>t0vA@`DvG%RjttL1RUC`!*Emfof)-icaU_H%tCQVv3u@&zxYie{V0gDZcCCv-U(T_^SN~wsXibClrB@T^Izo-`W4Hb%v1pL!!u+Q{9W@G@r zktcWJR#A;=7Z@owkrPQMHXTOioF|(o{c$Ou_+E$uP)XI2Qb?`3Q8)0XuN4L79GJ~7 z$(}#uhy$~0G{Wm0K!RE&rJ=DHj+~QsI zvpxQ0Ig>&FtDKdEqmnN2J<0^g_V# z0|%V6-`U(AbJ>+X>lOXI0^C1mzNMN#q{C7($fr+^Q-uB6r);x$Fi<10Ox50^ab$z4 z>6G#Wl!;}OJq*PQ3VBUS;&=+f{kCm8eln}0`wD;GN4IDe%+Q2_vo}qeRTa4!aaLxp z@sV`E+(LST(C`FO$d27ga-&9nD{odMSXVJl4PD!m-n!r^KF5%^wA?-|NF?DXE4A0z zdg~Zt4J}?JBZWm!$~@cp<6D6_gSJ@0^xR3V6ql*xf>hH%)uWUv*Fl-NXstvMj?!dq z0hEsH_wZ3a$+EzmEBfywerj4AYU3MT=Q$Fd5=)H78)%DF*8 z_}mkS$K&0fib94v3Z3>pCls26XjzVLbi_B|X#vJhz6J;eX`+vDGmIjJc%z`c`G$e} zrzT+X2+bP%37>QdR?GL_@O5P+duO3u$f;Mi1bB-q=ojny&u=u_%Q$D1Tes07(d)9j zF63q#zWQ3p@?bv9&ST6x#4jCgcT&-ZkS?ruoUMIK znN28dDJbU|y-}`v)x^;p!=>5sWGj8fxR9i`+Vm{let)sKCQrBFFq9I9kI?yX7nqi& zVP<)mv96mPe3P&)4M}jLp2=mQ;=9=W<@qrxP0ykB@rwl;KiU_}9hE&5dlY(8`p|7c z;m9yl>-1mgRguSdm=bChbu(YB4PG|6pVh<1m)z+-KDyi-MwO!p`|7B+Qi})ZY`ZCc zmD%PhQ<3W5X|*|VwP_S;s#sKBV&1=*rJyg9>I`eiSZmcTE$-Zbb=`+R)SB*Z**yksR;38mldvnY%Q=lov0KNWt|LBk30RoJA;B7A!x+^8enbF%y8$ zII8TN22=_1pDR)p$}Jx2XM}aRYMpC(#SqG!=X_kTAn|o7mju!n0~NSv7s#}rwuVnm)fP3j z)XP4GOX60f&FV%r&=Gl`F*>;6i;o78WiTUy^L;tKvPP7{(47R~pVM%{WEg^4A7Zm{ z3H7}HUJjzx_ej1KSOI_CtiAO9JxEm1$w5|&2i0v#*GM`bq5g1WH;f15n?%*1fgMX} z7Ou$M{^NS=dIySIMYyRAB&}Zt8uUdJP35WIHMbi}8?!*~Dtc8wY-iQF;P{8OVzF^jBb zW0+;rS@18>t)gq;E<+q((O6c%nA7`c>XGmw1g(4CEdXF=; zi|anngfTg0JPY1{M4c2`+!@l8crMzjD(RT0o%k$zYa1RCN08;*b`q64Z8RHq|C3uF zc4D}4_0fXovGcLHe(8Q6FyTJOMbci&e6H1P*JmQzkg?9?c(oGRw-+l6=VuF+mc8hA zKPC=*peu1n4-mb?=V)A<<99z{&%go#>~T=Sy7Ki4u?zI7^2yFvJ||kf{^vfJ-iOa2 zh#65Qken>FSakSCD5IA9jnNiF&QVVnu0ME12*lpn1ii#pN&5$&x20Y)zK?5Z$S`!G zuuajJ;_{z3fN9H}<+z`_roBeD39servVu@eh@Jqk2guVFmnsK1uniUI@bzn zWAw#hmI~ax@e)~(tHM4w{D3h1(Embv0w^DMA1H(K_MyAYhJ?GwXy{-C^NCUr>x)=HCR3du} zsE;Z)VUq>=HrbDDH#41f-fijh-c5X)50C!Q9Nd&85H$A<%I!jCWT^uEG|-b4@%T8u zCK75v$`@WBP@f&#{RQk)t}q8ivk3}gi*tKj+>oatfb2UIz=%Hy&XF<+*0j@n{IcJM z;SypGvOc&p3r>fEc~)%$p(^{a>O5} z&V)$5Nc-R`C&-ol%kfzG9+~;Vp|q2&3H-=W&qBl(a;O&xCLpykPY+xB4`P%HF9Hcu z(eC;ne?W-{O_mK_HnO;}(8WC2{38AGaB^?P=D|@{EOA8NC)MDD%oXb`iCgXx*t)3F zMebV+9po*$HWMtbA0(4R;TST_ZS(urq&_lGp# zp=wX6#)?yLNaTYa6ha}4emRLPO^%V1GBx5P{jKN&(1_ikkEDx(2u}F<%-acCfb{v5 zcw^N43hc0ZgKTOfO3eGXe*Y7MS`5VkFI^{RR2^S<9vLaAc#o_Ulw3?LOge?g3n!*4 zDoUJ%Ox_@uJjyH#4hj(y!HYdkmP8dE*ROq{l*JYj%l@UTVeJPJdea<B)Zg+GD=}BEO$seCG1WuMgUqC=<*NL3F>BSN zmX7S7iJcw136B!kk_-*2!mEQnX*g4oV%2U9tKFZ52{WHWhhu1b4%Gc= zIcRI0VmW(Mv+Eki2FG!`>iJ8Pk>j4p74Hs_#OT<^6o+K1+Vs~Aq+5|(sG2Rb^8mI3 zj8o`}HmB(LI9GdHTXpQ`!kjiQerqH-m<{um2U${?^k^4i3Avpv->&p7pRTk|*1c_U z=ki^;sMqEQt+pIHE1h0=G^_dz87tQFc=fR-tR~y@kDPM)_8S`HIEkHK;rJ?1l<#1W z4xM4zrv)%*#E{2FLxWvJffGYjWK1O8Z04IicXqV&BeX&~D0ImV3(UmbVywuSY=Wu& zQVgr;xR_(8HJ>hC_gi{G7SO)wh=^=LBo|DXWY@6N*1*O#*EZJ%)%4dSQ=Y)m%{0L| zH>cZAc&Nsi=M}HicGZqL)|;nD?KO#lp88A}47?aj7fP+AjGYmYi94{1aUY5`+g>-Y z=oVcF?6hyOB!iM(8d82};4RJ?z7i+(5F<~?Mw_-V6Ye3zj24sq!OAT=YMewW+t&+k z*;8AE0H%U!pV^#KGj1`Q&2Deu;gOjPIOq*Hos5}`F<^lL3-l@FT(PjXiP+68Ig7)K zfU#BuO3U|_00kVD@;$0)ofVAja^zWaIL+(=&=H3>BdSWf=J%t;32;jHTk~x!gd;U? zPq0$}kzs$n9UE|rgjM(EEcUBdoJwuApJm|V%^HOc|Bj-)>cJ&tid`U~(6Vk_aWmg7 zy_G?;a>lXn(aX@arVPc(PqsZ2IV=>-(_FG_8FkU#)wwM}9_LMasM#{j&m5g)?A&Ux z>_ST0#OU`N?PrTLbH?$u^al7kxfx|qh!!16keV{6qwWDn&n+o2q-M#GucYGr;WaZM zcNO4H=!hgIYjgh?^adQT zX!*cE(cO^Wlq~CRu9+S>smb)%no*Yvf7nV=Did>5JlK%Efm(pm8It<*>4PA|0YsVb zC(P`ynnun|f3{H_9<}mf?IYV^S(#rbz^?STq+V7HcYhh{paF-%z=2sxiLIVg;$fp8 z$^|9xrcYUE=XV+jtm?@>e@@kU@r}L?vEPW|0@rp2Y5*oCS{4qx8Lsxx!fD5x;bO%h zEanheahylJs5#AOo66|6*{x2;*L6?2=`3fpGHB)WA>|n+*(tab5|0Rmgll)j>z$KO zmr|1zCMu)l*@|!my}5?i3@uIO$2UPp5v?nPm{Kt*SNKlNCL=$S_;2NVb9$TOZ_mD1 zT_)z3r+(*en?1mMmce}FYdlDwoTm1($i&7TtRmwkArY;Mf=`jJOJuQ_FqRCV=c4XS z7E+`RhvJ6}L8vRz2d83mf#(Y(_8X7*#6~)Jpq1#$b7#YSAVDaZ4|$M&eS6*JKxoXW zIJ+*?t=xMjBs~KewB&$(mlSq3dfNaO-_sCzzdO*{lYsDI;GkfF&@&gmH>qpSKa}`g z)2coL;o&r^#P;=1>A==Ed>644n;fTxB}HaJT`sGd8>3I)bv}RknHL@e#|B^!FoB`D z^XIjz^b79Cp0_7X69h!=d@-r%G8330;*Pg#opRrPoZj|iI7`K36Aj1K@`cHmZe-)F z$;oE)`4zxMW=#y{FOgq$Q)X)6)Aotu>U&!^d^%+J$<(8MHtvJW_Og%RJ`~YZ=pO=r zhg}Ue8z!wWKc1}YL_cEl)CKKoEQJ$L60`6XPm&rs#4&~MPgzN4LjrEdMgWmpC-OD< z@li+XP18rT0{%-1*3}l3$2A_t4~wW1itJiqr4zGQ<|UwSf_e+~3la;|JWgtkq*yVb zWOM?0qnS=c%>#PV^@kJada)bwmrn~JrHZ6KR4FPNC@L!c&VeABi@`9j%mJgS%weWk zrIQM!%0z4?V_Pf%r=*jLj*+m--H5tKjK+x_p03SER>{Fp>T@Rb)bfy5PiEs0h#dZ- z70;0>9(0MgH_?(aS@j`lORm2FE-E$L!_P#~50S%lj(Sej@(_Y-gFihZSbo4K-^07# zQpZ^{UFzBA`s1WX9M{tUhd{%UN^NOR{jWHBA$r8|F1U|ax_EyoJ-Du_?qlG9N%-V^ ztUN$FV})N#ZDqVb2fJXxm$9A+#jJzSx=P=HVzSwI?iCs$%Sy8VfdB9YF<*e+W3CW@>+ohVOXry0*%my z9@-4OSIx&v#=ceGJccIPM#DGtRA7zRsq3nk!0_a*=xvKG-yh{= zlu9{kFJAOm_q2gU3N>upWqWRuT$9{-mc5(`ZxheSl?d3j;PHgZHm~IL8t3EJD2jB< zYGv^t+gl)7MywjNF4XeX@YQAT5%3c5;Jc2EmfX4!xggan;_;%zSgRRw0vHe6f`e^- zRPJyG6xdMdgvZ*(C%DEy(?q`95Y^psKP7?j=K0*`hSUZgSW_Erd4aK?u6)~^to#{e zn^T(fofC`Pbao_PKmCj8cD=A%PUfDY>*N4FS*9pIkVwX#ZoI&Z!VucLzckEhoRL?!nF+O{1NET^zcu|8U1#`Y(E zY&k#btD{3)*td3IX!he1z@t8y1Bg3C?d)5-46+5gBNV|?9e!uxosCg znwQPHbTqB9Id)Hv<>%=nKW=9yMB%b!1;xKC)#tw&9zF%N&6i}4pKajTgV(*yNoUlO zeifiDC{Xp?3A5**pj`CBE0M_^7F1CRD;e5p$u-hahP8ZPzbRU7ZFIkqGa-3EOD<M9=GQeLVuaCBrV+Bi|>ov5~61#+H64j+FCF#P0z?HkVr#2s}fFBl1qBLI^wHm|M zYainsZt0mcivZA4nVX}qhl9Fq)-@wd!J!11*I;_Gw-JUw=>PLcKUZ?_$ zT}5g?k5=2eOFD~p#o)HM-NlycwihH)vysy`nGVM{r#};wz#wqNa9#zaVg8!a9(Nx+ z_11Zt=iECCAL}e`g78R#qxDR6d3624#m9{YZ!Teh+svsGMsZ{0ZO3X#B^)HuUc12W z!v^1HsKtB`+^<%#*p3h+5N%LJxBRt7BBB-z9EQP8M{ZHZU%LpI;&hjy8JKtpuMA}vs*YMTwK~1`vp`=< zQKwicq&zW0y%Wt>U+vEJRO# z&y|4U>H8fHa+P3D*f-g4 zvRg=dmwlOir~O|0qxM7gSM0yCI~aS!K47N=-cAMG8CivU=QfwR`pD+}M6FaJgL+QY z*q|I-AKV&zGKJmIbXejbNW#H^PK=-zbWZQt-9zd<8+yo|ANY|USDo~R{)Xyw1VvP$oogrC zo2_~(t!)LjM3$|(wconIYO#jqbgTmZ+;pcAybr3&CkD?AsxQ_+bLE8pv1pJ{v zp!jeuU5~BP82ealv4xn8xN&3;hlYMPw~I7Bo%Pb@sFr4O@l*HoUo(PQMZKXnAC6`g zcU4zyd+mlh4~QP8;0{Nm=4Zi8 zvN(d?(IctM9?B+V7{;@WWjRJ92rh||x-HD-aG`K%YtB&Ot~pwNZY)QZb9$~nH;_A+ zJCYmC*>WBa!G`1z8OnQkokL|#=lZ!(Zj7^Xp@tQM*ecWp=iw?m2c{{MsB*YA8H^k9 zs3=#lGsFg?QsQ9gRbyz*9Ga^S&7C*&LmbzEUE#*DxmPI<2lTCGu5mbRaa+?$CK8T< zgLh=&>9i%8MKM=MBHSL?3H=nE$)d1Zl8A&|%6?{z^LUMcdZcc(4mbwlL&`q;v+h@Dg8-~WUcAJ3!HuN_n*}j_Cfi!)fXy?R9&~v7*ET%4 zVdraiEZbf=khD3~7PNCP@I@nJdh&Zy z8-`L{i#wk_d%C|9Tly8#Tk@wHR3}Z|5Ss2!XJSxs44mXFYMn*B>@MQ*@3>pX6R+o=&GhFw?AlD6e_5!Xe*oBLLYD~Og zrU7?p13%zh+v^E4!~bUMsKbF%a~q}0b5Cu3;q2yJXC8QJK}Xke2Q7+nIjLQ=xP58U zn)icW+JV9^pM2o(gX=2uS8S|?LM_W5-Sd8z+K92T60ouWup$vfv{O%g)BOYY^X}&Y z7M^dn6A~wpqFi*?gOAD5sT6AiqiF;D97B)MGITC^&aUopx$F$y5T=L39f^!!gIf`V zodfOyUXlxv!Mrhn9+)8(twiJzaJ1o)i83sP0c0g3TLSadUm7cs1Eqr{vLt6vM#p&3 z{rJ)ul#Ou~F4Wj@TX5El;yDEjsUMn06Q&Oa(u4D&+y@h%pbu&$WM)Crkj%S%N;;J$ zX+G1C&1Fg2lTP|FSt9R-ChbjRQI=H=s2~F+c>^V-0r!A!AUTjfQW`DM1D+v%yEv2@ z$n7fLC4Qy&P51u5fx@A{Q-u=+&u;c!FNs&Nw$?y*$wYUlj_y(&-T3ZnAw)L7Bl@ka zc)_!?hSb1Ts?}$#_{@^GQ$MHe#g3_)7HwTPyyc=T&u*EwrOV+e&%Jxewdr8Gq!q=6 zH7l&kK7Q?bArZGEmVaY)&%xV&wEx|mS}zJ;8;C{olXu-G$lw0XGf!rGUoo|SssYCQ zL>#s1YiNF{P!qNaTl|}XI|N(W`8fG9`KtG4NAKEJk_+DvUt z-b@W8@1XATyzPF=@5tMy1IX@hs8|i+cFJC}#sdUe7#Kkf$08Y@%{qdlVHe{F7`riG zbpv`RsRgbkFoN)61MKlUF&>RDk}%#@B3w#Vlk1c3CN0T$jzu!Su$ikP&yW&t%1l`^ zw8jPMG{zw=l&B-nNK!#0JdQD_s#sYd$T3iOZn7JD+uAtdUL7?aQ>YjsJRfq z6p^Z5s+SP$lNFMs37brFHcMV55XyNux68$Y!B;ufrO38ZNuDO--QSl9e$kiu3 z?;2wf`^Fep$T!?>KIg)74mZM5FXfuGxNFQs0>yBZUAtZPyAHZ&!o|5Z7~L_~doG(R z6fc!aWMk>4i4$leqH#)daD|a51G5M|Zg6}MxRBBNBln?t?nSj;oKX!Y*o`wAU^%fF z<$(SGux(h@TMTg{=Y%2E4h*}81a{rp(wfyiHKN#}nr@2ri~bfrdQ*t6p8Qp{Rk-IK z^owJ=ZeB7+n?qY%oEXcJU!fLE-h5dwO(_bBl$VkBUa_Eb|LCP1#kp+>N7T#uoou=F z@Xc4?>e%wBh172VNo8UVu?+n}zc|e?Y_*WS+i_3vq1>~U=N(6L#~a^MKA7)xwm4ep z3f&c7VYLHnbB>(cA@|8&v)`FN;CQ_F_&i4MQ|2bzxgbYSoi;`2$+=6e9*yV8RR)s} zgUa{le5FUvWVIe$lA-YjwQ>)_FAwuUt!IR?=zc-KKow%``(3VBiKO&WlSYkDQQZZ4 z+_b-BTabydeFot8DwetvK6AVe_4NfiN2bRN1MKcZoz1~*HWF=8=!el@o}J~z1cWn6t}SLZZ{jV&}B2nG#d&>nV!3Tlp+5KbqzQ9f?H26p|=(1wDFi(G*4-?TYV+5X+HKFUU}r@nndQ$t(V z#)mGncIA{tvQfWt)mIZuO&6CN7l-t13vMqr9lZM9S9@+6d3fs$j}G^iKYrgUx3*lk zWM0TCfi)%;5`?7#JbwYb`8+{Szju_W7|F%b(pJs7kRWgn<3$bhJ-sAve0Nq-2>og zBup}wZ^#;_;Df!FMWyU$b}UQbQ^W0@njrx@hJ+7g40Xg3S~gT%VGHz8C%O|;c8iQI-ObD*)_Hj}dBTss)V*#vEpwqYZA-Z`N0KVH6j!J1oh z4RfY4%^{vwBMr+6tgmY-(-rb&dw{k7;evS^?>;#7(6y~LMX@Eqo6vW@*p+BsFvV;P zCGCnr#{<_=$FI@sX=W>}f&U{eR;r6)ncC@n< zi{W@mGo(*6q+TkPwId?hD~s~boPCAo?%Wiz3VQ~^>yoBYn(S_>yd=Uxz_896S{uM zRM%wW%65yQkV)}MG6~%@pmRQ;^DaPVBl?RzkBs{(&yzp$oFV^2{@rbjIl@dPnoK5B z?a@{4jqV%WH+y%xzaDwOy^r0;JrO?YKE|Hm-r@w3r8q}8%s24XdIB(kqyZjWLj1NiW95l6>6FEoF;iH~y+zABHIg<21w4aU1F*0_uB*`oxV{OdmjliA*(3T*QAIqK1 zS#qIL`Ck!5B#0Gg+^nzG0Kwo{fLnZ68=o9Mcdj=1NABDTOhN{0MhPXfoI7_eI600L z!3f)M8O3ue_mTydQEIqXBfOO$_EU%(C5-m`K4a%P+j0C1I%CvK zZN7jBPs3eMHvc~=){DQImni7yyWQ*V*!&-N0*RiA#bf#ByBm6@Vs*TJvgen*oso!Q zPp7Gt-5aO=?WJH6v@Pfndl1|80|Uk9K^AmR1 zF(k7~<`42mc&fx#`Mvxof0noMczlzlVR^jRsCf-=V&nQ5bj}o6P5U{>?g1(+l%~j-usgx~QY)jaX zMe1(eY>_rQofaFhknZkk$O=AZpALM;AY!Yeq(<}|>^sso+GptljrXvu%#v(A90Hda z!v68m(8IUMij}zFwsC;@%=z{1d^p%k5-)er~Tp9%D&u zL+{yM@?h_g-qBvF1kG44)f-yWH$q-GoWKrEUGZu8+8|)vlQXi`ZK44)u6jkW3YeMT zW^IPC*8tVd^J_+6rIeZ?F~)7B%b94V$=WC(+7@HN5^}jqbhCsaF3Ak9xNb8=g;S8k z;){0Zyd1YX;&v%(l^uyJ5l`4{$k>NKm?eqq9$ImdIR=tc+5y$v`Gp7HaoiUDB>bX_h=M?zW<#()Dw=>cIQ2*sO7PEl! zN`x2Gn7XFu6?>E=LdE zIzLgZPB}M)(-;M*rZ1oehjhg+FP(B;S)~oLa2?4RX2Il(?SKoFv|zsY*0W5-L8GFP zCtcdwUqn{mifNkq75N7B%P{4qTY*JVZ=g3LB+q)lx~j5=OK|F8_9SaZk*J`^tjQfS zz!y_VCvZuFJH|10^rwJPs;N{W9%osPGql-CS!|IJw0?LD7iy-T)mH~w(GG%8X{W&^ z{eA({Nda`96;NDwT_6QaEd`*J0;ZLM-r5EYut5Q1L%;-6z}!;6+)}{Yk`s`C2_-8R zj}*yLaR6WgY_eEqlZJ$w6ziA;pM?)+!Mb!|)l{p%g zy3(L(qp7hJNu>1Dh7|5v_0*#&GG&(G^)Uu9^_-I-;nr9lcX>1>g!g~!K9+6m7{r#- zTs$*7S?B&A;=Jz!VJ=YjgkcWnqXd^G)3OwoNLujueI!k1BGGU(6s2&rJ_}D7lTg6H zOGMBX%i?N%7D<#xLO!P`5mBp{CF(ZD$W!8kJ{ZHM22??d(PD0g%Q`?0xrVrb&~AFK zYcIDu^a}a1>>RQUxChvw;9lEq_ilD?(2i=j_=^kkMt0w3CZ2gQNgJh`fLW-->zP4Q zJAZ!trk$sMG5)95TNaBRrmwLmW!*w19j1Q#<+r}_le->64L^Prsf(8X;iuQu7A*-S z=d4GGCx>Ewyn@-OB^DS60c8n&Q4jGYJ5FX1UYyS2ytJ>B0I#)VQ@L@O30qe^Ve9&b%1u4#Yz%EOhc?xRHl1I&S#FkYCd`Nd z1M)MO=y;|OltO7W6U$`NgcTa50M-qUqTTv|6vzbSZjuk(R>EP;f{Z$_y1O zUlfKy1FITq&9LnlW zCc{)1!Nr-70)q_lKZhf-rq($h$lXWfR^u=xnWtIKka|`KXq<}nG54z^6LNbsHbzK9 zPL6RBm!pwCAc{otFqiscv0 zvOxmxub!#Hy;}QPZ^yje#?}=!r#lwT`QymuDs@cR=BRdOrc6El?+>hBP@T7AzJ(4X ztC!z&x}(BHLKKjK%1+YSABcvn*xz3;Jx=~RtWh)hq<$$=_H$JW=gtXSEN7vGfbeqq z<;<_Rx4FM@wj7tvcW`a_yP1bm4=YbF-%X7$$5M>dWp&$ge%B&qsf*Sb-9_@vGI4;E z5yE~4;T++k#;%J6x{o-(m*9j}`l}k0LkA*qIE)P|47opy!XxNfT?!ot{FUde8P z8J?-*Sm*s3x`a=ROrJgG5a?C7qdOe}xr#_|3DU@zFbu1iM@gJ1(L2F@%O2zjvl=RC zE4B67R&7W-tkD{8kK>!*mRx1-z|rAivzH9#8fGdK4X9zJ#@7&P!6qMD{6Q6O&H;h# z!n5``xKTSECc-6lT}V{z-To9bfixV#v(-H-b`c+L!^NwaOA~Q3+jCZTz&#R|!S(n_ zhT#^5gu56LZiMC0*?XyL$5m{<^bpb;f-uQZFEm^P8jlE#J75mPo5k=ONs`1?rIG31 z54!|Y!U!yn!f<1tG46T73Y3e7u~rENS|u1|6=sIuEygu*yGNC+JLLU%wXT?Af|9+`fB7|bci@#nB5j)JZI zlwGeS1_3SDwBh9Jd7G9jv&Ib2lA>n!E8zlaeZLYe*pS~~lXLFq&2(mu`|#J7EsA*gK#+QI>c#uEv@4NN?k8Vey<%T~o@qw?d-inY z%L^A>)A5BXuREM(*%Y>Mnd!fh`z(`0i1?=N*~{#8kw(L~h|mZ+4(nqP1j>I0iRd_k zzX6D1wmCL=7?K)69zAAdj=RDUWU&yeRko7Wyf5J2AqYMlX5VL~Fp^ryH|iVnQNBTx28 z9(X%&(O5bm^LwSv@3B0ZH(!Q3D|MQW zr5*x;F{&V0IiipyWk4YnLG~kmp2db{7;fyTvwTmT<$KJV8Ft7AWdA)6DtSgdV;;&A zO0AeJYa3p|$ReMgIsS({GPse6**r34l?La>oA-?W05U+aZ8ir&o7D-^-`7{&*rK0p zrCw{8Gj+$jyDnV0E1&H_xB7AsCDzb^x%s4mGeo!cFTVWt$Iy+KgiqeKu~YJeSE6(E z$j}Fj{2f^RDB7ckd6FOzPw>c6mez`EgZ3j8SSRxvaM57B?PGDIM5yWMz2YQ~U2N4#Ui-U#W zu(ib714u3+vJsB;AZrvHqs>OsQG$v57q_F#>TEwtu{F=zNQX-d7ZgVa5s8)Qbwr_l z{KpFX0a>;SWo4-e?u!26X4_QK4c8 zKNcSyW!UP>-rBWRgiRb!I&*85&v#xz5ura%ovOseB6`2%4Hmw&tF>4`&4rGRsaK-p zFYic&9qF_;Af-1?eFv3pZd zVFHZE5gf%?Y$c%-D2Y{}8mNjZg_VJo;u`B3ezkPHb+dCLvxUDlaILse+AMG9cJj9d zz9il#?TFu!-P`z0^$h(M@kh_wg^!32oF6bBdOj{>XeZ6k9t&snS|q)(zi~sO10j;< zy*?k|%(HDnL<_pMTCZ3iv`pES5VJ}5Ow0om|wM-P^ zYN4=DjtjCJ_Yn?)mPz6=S%O2!LOCczUFPKkua^TmLy!x-JoI_aLXj3nLGtm4puJ2S z{W<<|oQ$hkS&hpQ{vvA&au%|gpy+ha1&Sn?My&G%vmDjlVV0fZ3A5}J4288u9dB`f zXCe-{2kalHM0kk%$wHnLRL$A;+M*pYItOtA@|lS@pkF zU9&Z_+D1wn?~X9&gEV~>SC_ewS@{tVgi63JR7ChgGpb9as2S}wmDk|3Sa(0C%GCHY z@v-)|j%=s}ohd8vd-ph{VhO$3A;tFG63(uwR^rhL@|7Y(@z~rdT1K+Fa zySuuoyQ}Y`y1Tlo@4M&dIeVnhNN8rHK@vhp>Otq|0^PDKu)<|W5s+{TFgRfB*sMRr zYh;0C8JxtPfUz|)CdT+6;H+&7tg%@yfvl}=^1rH@(MZ4-Hs80q$$m5cH&uVVdiCo4 z=lkDLukRNqUx4eP>|YGwF6QIKuXoXQD=$dGLF$Gsp@R6d6b!H~cdf>wd)B3nmx zv3dp^qc`Xiys=zdh_!ch2<@kJSoV${=!1AfAu5P%g{sh&4_Uz#%16=rP~muiT3fia z@MM851n*^!cRkrfukE_E>s^+e*6tg{{&+B zaYo=7M(C>B#eNpE3|nBkGy)bFp&)c=x(YcV$THZVo58&8Z81^j_2_k`hkO3Ehw6bU zeT}tMd%ze7kDh>#6Pj%unbg5JbfR#3@F^TZIqD$lMm^NfS0leCj`;02-)TbhBP)ES zF{A6Urn_r<_GFG&LCMKCieMtLLSj%vkP;>e>CP!Y@HE3z?CDNFf!^6GX=TW__GoQ`4DdIU~ zIhNBG{;Yjx))~~sf6s$UnUeGzc zF2Tu>T`n{NbY2_+pLQmav5d7)81i{}pU-Py7!UMpm~n)8#1M^(6ntJQV?lanqJUxq z#agW|_D1IR5F2|Vo$!ZA{m~|GMloP^*x?7t{g%j1p zV1iCO8_6K;a}d*ei>33S1UT=}x0{V$Lg=n&@!pwGVw58bMTxp8t5V!Gd+mrJpHV^z ztLmVUx@6^pA`9iHH*ktyCT_U_VZw)bR%+H)+HPgZA#@3T-+F#h4k> zuI0N1TmQVdv|#JRVEP!5yc7KGRUmmgm4P9hMrNh1;`7Z0V zuZF_p{8oL~>#ufEi>a;jb@Tzt&D5>*G3JkCUE(l3WEo`E&?_z9pubD&DGnY#VEH{o z6$}Mq*cP_0w7h8fwdGxl!Axl^eu}qfR69&sDBfYBeAHp;X6kWDOEFk$aas;oK4m#= z(OPH|J!H}`L)fHzbEAA5-H=;S|JRWnKl4fEZszmMN#<$h zm*6Um%s55!6h%{*W{}asn<*=%hs?%Pv{YxzCS>RA5Zhpr&Q4O2%n+iUK-k2S2|>hT zp2Q10XqMUVgwbePgXsh2lszLalH~Xrs)N7oNADqO7g<3`#ZNE?-jC2)|0i1P-`dQ>|WW6GT<$V z!4R(r-V)BIN%JmWb57;V%IQBpVRcN8cN{r9Ny_4$<(@_IyaMscc(2^+QKu?sc+kko zb7^%W#JrRT4p7W*A0wZYLPtMyMI_ROp{q~6nu$2E@}c?sbI()MvGpse0g-mJsQTZ2 zDHCwfE5y-_nDd`Ixs!}OzV{papus`8AZqp38LA((kWY)fn#Bu9=j)f;tEhjJY$Fh9 zix?d5{=|^L4_*W8>_$j4q}_qK&=2YrQzn_oWa*oeUrIii{9aPCJ@(z$YcbjoOU1fk zm&7!z4mkxK=hTpKY%%JK2~K$gl2T^P>&r+Vmxn$s>nl|MYYL~{s7g`H1WpA*K?p9% z@VhBjmNF3PrkT10TV7`a!9%_-b@ta^@L`|#p&s0Gy}7Ns=eROkn`wX(Q96xpla&i( zyN$QsoM{X>W!0ojot;%C$Ai(b4z5eApH{3OUWM02lOxk??^+?9X(2q1@SN3aSF@3@{P916< zS>qO&Sd30MH&TZ-KKRXD)hjaPOWYAD*kN^ z4{>_IFg;5!5sk+LL6qkTM9~`)LZZlFi`yGdRaj4^BJo(Vo??@U1jn&DAr#V+^{?AJ z9&b8TkK_33WXT8zoZV~bn4TUe0N1?_)o=}1+*$ho7B{AO{N_v-oE&8~|MI-K5Kb#Y z{l#{ht1WJqN>bI)5kh5WA%tD-c3UNci!L}Qlitcuzq)>PwiF~~!mUEO?n+}$Zp0&P zvsSap0%7^SmTR%kdev39@ys>Sx~?Cyscb8d$ryF5CZ_#vt0P!jn-0(FMMmL-*JDS3dHp zkbsCd-RxB%Wbo&eDq*&cdTpjzZP&J$R&_+xwbZkQOF_b1o1 zmv?TryOyn_bX|Qb0ixrpL%!A5Y+t>4`!)1L)MQQP^HOvI6<(gI6{en>BH>e^P~e`M z;-+jhK)ES`&iZsAq?IcB|*<`}&KnFFs#<|KjWT zMdeSwkN#n?S}op94)0bscYvF*ODi_+CivYW)SgcZEHB(Cu$ZO=W zpHz$0JRleSs#poV_ulmSP)bMEU4gGB`%J~b*DpaE(b4+iHQdUTOS$=7^&+RoXf(~4 zOr9~03vc$=*rmc!YH1o8R}>D1sqnJi-lgMV%-u99F4c|Sm>IgUt*w~BKDXW^7(EcQ zO|~W{C;KZEvd2yT+A_==>^SA;ZoFwV=?T_52UDF%{$TqSuZ$oXLf#`+O=Wr$eyuE(9C(f zMqiNCU}wAq`bNfpRvqTykLb|0OjR~;RFVt7= z5AE7@-S#b^p3nw^!Rlf+q(dH$6dD@RPNc1ukBwPF0QnmvLAVZImo62P`R&_>hp#)7 zXG1qlY$#o)J9J~m+8YN3dOC12?lEYcf~0p7$q->&Ae_pybPBj|UOHfawo0MGHP2QG zHd#=RTq7tqSyn|A{~$qqnAE6gslmy~TPZQBNQpG3c}f7ZM$X&fo36_2MJn$~L|%y`REZ1ZStxM5)L16S0?2a-lx$I|T!79G5-=$0ye zTRQHg^%kQ!n275ajmC73-*U3;+%pt5dPJAW!ZPlN$W%IgnjcB^d;sJ~`E&Iok!!M^ z^MAlKpP63-Ij^|v&(>9(fsoM@3h@5o{8X?Iwi#Wb-^6it#%Omq&6G56ZTqc8n=iA( zkNH5z!uq`~GYj3I?1IbFcav{eh}1WN)EA)DXdil{zGCafjr)2+t7Vz5mSsM^CZt8_ zrHhBGgNo1(fYA5heX`IOj*qWdkq@yqtuC$6t+;XE>Ki*c1_lRv20mQsw)b1*MPlbB zE0yM1I9?!kIDVMSWih``=pBl%Wtl@Ph1(d;>=xE_LPRNTWk)CiPHOBg3};7+VZ3f z{luF#K&IGRsCWuQ%tyEkhyLye*=Ghr5;5mO0}>5~xgQ?UPEJ}Uk60(+Y$JEU@hV?E zR+MlTSMc?v@MUi(KdG3C^t@R4%Iu8o}BK;!7Cs~M2R@MuK4sBhMEcHsoQwysrW<7#K z`IOaY2tyQ}ElLi-X39z-0iDt~Ap9ZYGvsrlS`Av0mnS(;T>0}O&}#DK5SHDGPVXdr zDDX0>IuZqIgO01JYh)%?nV}X%s%`kl*4}IO-*l{V>s_mx-;Y-#tTob+#D5tt4&|JV zWN)e`kz2BI_m&9#VxVhH|H=a{%6@oT_lAW@(G;kpsiT={&?vS>f|WrjQ7`zKLU(5E z_{2W>i|XHKH1uzw?H#K7Qpn)|NoHBI03mlB+Fz?qiloz01SI=4GBRY9+-9J$4DOYf zDhDKiSAMer1Wv&viG0L7Et?7<0KBJ@Of@Q=lo*@bHP>homd>S{I!E`9CO&;nY310k zwDgI+pFDfp;<4K%4=h|aSaA7ch6MGg+P0;|c?Ung;mptZbbn^`r6Y@Od}7z`Z{4=c z;d1!GM2o$k#cM%kUX(=Dy5CWcMzv`Mu}L9GCDU3#LW0MXlq`bvymUx~Usi-tDt64U zUu=s^yZ#9AA~OF;x|eXA2^4{<=(W$@wq(JPr>}2*AK$O%BfeW7NL+gOvWm**R5fT8 z2ma*rq0NuoG;%zWbm{;8`SFJj43KEY3fgrVYFb9O)R(YEY}8$8*kyRgKpPAwoAG;n zzD$OxCWBFRm%cPvE%b2oD^X3fq#ICXslz%tqs!>ZSYmueqmQBavXm6kK-%NH6cqd> zl|q{wr@kqNsf`BcAt)jDvf7GHRY(9^XiQC!{*f%C3fYQ8lmnZJl0eVa%ZQB#Rm3O6 z)L=!>NRoNoNWtKeLY=*vF75Zma_4R+bqhvIq$@{n7R{;pn%+Apfy)kexB51$Z2eO- z<1vC__O+f7xkxEO-4QK>tYYie#U;@7RXB4PIFm(J)jRYWT}&cd;DjYwC+Q?6A9eZp z8J@_SBI$GvM#7pnhHet=$VyQm1}r$~atKb~Kyz}21FC)!^3QNDKdrPM4G!Y;DVcO- zdqP^J+&PQpSwyE+Z>Pb(1lvX{esiR^)OliJ~P`PEfZcN&&OjdZTNs|p0=k#Gct!FsdIh~~ZjFQT=O8QHBu$=1*l0cI$0l! zdqdS~L2?@mjGN093Par--`&j>x(9plD1&>uIfiA%aW9W?FWcMG&2_i8cXwm0mgO+k z<+wD_TwQkuXGp}VLYo8>)J<6Hb&;t`x7zYgl6JpE9G=9D21ErKxFR8eha-U=!OkKj5|52jIbmJ}41MIXP4yi&1Y%AQpv`3$ zJU9~gJxChN*&M7SsiV(ljqJARml_&ubZ{0jIOWJa;voiG|B6m%@=3CBvDqV|MZL!V-wW4h>$!03$k)2B` zwuHzC6^S~MZ}aOx`2MzBb4M|p9ho4%0|=44b^>abN1N*H4A!Sn-s8<_{cbMoD!M3_ zD_+b-<6)nF2*q(c?{m{A92KC(UJn~KWhf!11UL}FL2N#GZjwajZW81)%V*TarE#_b zNll`)_ydeh#3Gg>n+r_TK|hMWnQ9MPtwK50{7J4BwrE-ph^^zgktMAM7tAw6|w40$-HK(_o+UF>ACZkGBrak2f>cSYNSq z_kww%J01~Od<(u0-yu}uyeQ6Jbnct9yLnPUmr7JlUE{9`Bz0rYnG>~KwNU00re&W zb+h`pq(#t9_jBa%r;pMcAHCxTpS=G2caAN)XX@I$QxB|Z{X=5G`dV>(xZv&GJlwZo zFos{>`sAN4A36He-aUVF^XSm0{_dvzf4#Rezx7L>xb%@5m-X#?1Zqtp>nV^%2&K?c zXyEEBD1yjj1f5dVG-Ed)hGW7E%?MI3Xh=ym!9kp&)*$F++H~3btEQsp+neV*e2T$H zv!XcY;!THe;N~Np>E?@xHo-bDN+p)uv3q`L>q9#aR90`}i(}o1N5RZ3P$zS!nxyU- ztcd>piN(F!Mzf2zZOva&miLk({`07;Qw4OeUW)~BFe*mJLqR?i3W~8%I2;Q3>JY_6 z;$a=uu`wY=#nOxeNW)BA3W7-%pts;8&08o8ltl??q?=n-sH@22Jx$1KOp<0D0&RJ8 z13E=yo~&^(wX(jc9SR2-<;H|&Wn>9xhF${DoUDc!VnbA7*TdV&2e!YubV=)Q>y5rj z{qi=~)dx$DW-5LYrCQYek!-*sN<$laSMQIuPF+ol`1s;j&uFr-8GHz6AH52+ZxG#C zUm5Vkpp9T-^*ZX=-9v?Y>OHsjJlykKkG7`=4OL6fYpSDg1!M5_5LVV}b!V!;Vk;YB zDV7a5bpcm^3TSIms$9;e%uY#bwVJe`tw@P+rX!t(VrR+>iX6_qNkSd@VowcNB;%!` z<9t}tri685*-%L1Cc|)wo~yeRLPH`ehHi0X?R6u4<3nYKH;_o!`<89#zU;EstgeFiOtu8c&yYkIv6P==MMR8%-uSwANQeRGA+9x#=$qtbP z#SlPw{xLPMR3bm8fsq}2&_1Yt0{Vdm9OGI&uXQ-Jdh*RJ*6X!CpVQ$O(onpHa%eQ#K!Bo(TCBBM^hOFfeS+Ui zsL>E-I(dF<1A7Y%bxcDZ(2&EIvOJ>Es1%MEIC(E!l0s7f~vrip|w-Qk%2&RbKd zHZrXz3$44|eI?3RtLqF?r>#t1H(pJj+%R$OU3yn7C5llm}|Vf;clX|bNXxy$MeNdbJWzi704 z=?fN9e+kbA8?uQVsdL|9FAB5^|mn9Z%&BG4_%e)Yh z*Wz2ii>H87U8q$*qSKk3PBt9H(P+9*!IetBD~;LCY#Mv=zJS@2&v`w0PtD49G66H& z8D_Da#WafxdCcZL`Jqmh?_}GkPJ3sxlkV)q7JtATK$$cSr*XlI4Q8A+2h8I*&EquP zi*W%A8V7pZ9#16D*`5{y;e17?MoI8&@wizY(`KEZbzV4dHlt<*(#KPr;MpTei_mD0 z7@8vod6=wmX68nNow>!bta6t;3tDL>(uuofwiA%ZLa^z|FiGbW4GXb?u zr>E)r#KCm)osNW!zvVBSj_!fhp&bWKwf+U-n24P+^D#fiSnt{wa8|2$du_S&?6LMP z@Ig)f8t}&v>T#SOzByxIpBKr!FY#5@Z z5{=fSv)S=Lh!13OAQTA&bhdGI+?$@Mgwf=G9RG7YcA>0~awA4lpjW5$gnf z^uiGWnW>9{eHtGp!>)-ur#5-x{ET2ZeID5SjQ-12=paMEgYTM~2-qaPJ(qO7A3o zK_Gcm^3~K(>Vb4J{h5p-b8qIQ%uCr@vp>r%%Y8HN&3^)*S$MdJiffDCEnQizl)q8Y z{67Hy9DD?LW)9|H4(4DE=3ox~{{e*1a{3KKz9T0aI{4((N(9F!Bwx|;J`V=!TPjYY zWz_8|u0cua5f#@W5B1+vT!*sMA5>hAJ~mU10Tt=0iW||NY6n%Ev1+v6o!)H%Gmf(= zjuFfMOvNdraTZjZMk%LD#Wjd`3M#He7H7YT>yXPitm1mqJyVVWc^ogOxDm~Fu2*qJ zPdPsiC1VW@@3ID-R&fo=2fiTVTJlA9;B6JxpmgAeGOmMkT`;8L8YBf;GOj0l3l6F{ z@G2OSaRa1Vf>)`y24#aIGHwJSL$svg3jY;c;lF|_{8w;={|c_~U%?grE4adc1y}g5 z;0pg0oU!u3kIT4;(4IN2;y`=mRv9-#x;^t#71yA0=Cq7kNZqm)6^Hs{ek0>nvKvLV zPsKH;m{s`0k#f}hoLr8Q-$8ho-KpZh!|W0n=Sh9CcdIzmC%a$9o#b1O?6;JC1yr5O zvLk>loO|ARcjn!hH4E0>UDZ|H)%|@{ z&0_!mzm>HE$}|EIXgS`vC}pqS#0NS^d})hzV)%+B(azDj+4wLw=>2Qf5gW_}dPM0*uL)tUwe|2~mhIJuHIYtqH@NjfVqzGG+P@qwrWFhCdqSbZ zG1qp->;=}h83ci4$eaxNgtkv3YeB3aok+je?QAc`JbRcL>GEK{&Wx!*j*K{~Baog2 zwd=cGc(@@@7!t4K9_YZTX%Qu^@c=omu?eAU_p+u&mGd_6qA=3+nBi;N`f-sscZ`L8 zGFKj1E>y%$+H?Rqw@ElARYQ>n2)MaaXE*>kSjTZ-1l^dsYlAp{URx&PYgRh2Zhn3? z;TSY=Vrh@J^N9C?EoVuaz)70D6M)&?Jja60Dh^oNL}*-skUIyZtpGZ+cu1w!%$uo$ zz0##|bV#eZb)X5AwTe6CFIgg*<+{9>DGqmZc}c%bfxK5??3Zx!NSEHO!s;xVl1xp0 zGCBI?*NlkAp;x7N^1wJa<&cn0;fm_;y4i>v|IBAf@uoq&|Kee%D;ZEnhWovp>l=Y^ z6bjI)a@x?u*64nni=amOHibwzV5FU}5c#+w;rc>tllSv%mqZoawiEO`f6+d|l(*nD zaLJ%es$k#(bj#dJ-C0%415Q%oYs{Ej;Oh$$W99^2(k6b==q9x#z@)__eb1{+W!co& zw?@h5{WfNZ{pCmtidhz2y5tV6q_z1N%Py~I?nZ&C!3Ju&q*0$+Xb~wuC!MiDP|(@f zt$T+XpR3F0V)_LgIuV&}6{M%CHiC;xJ^nD?n)7Rprb$OY#axwUuEdLt(~?8w*irXth;KZ>}cD zP_$H?7aX1&7hGb*scV3n!@IQ>6mhX%B>eS7ROyA~ENJ-;Bmzug@%wtKx>2J1WMKvd zewr)xD=f~^L2nC9D;hbWGT_*Elyi>$fFBo3li2!jwBCC{RO zRx+VJ3o0skZDDztiY6wk^?fr+VGvCrl9D8BD%U6roj3qGg`!IgR@_imTqGk)$aI>vQ;Oc^aS1lLg`zGYyZQD$8`X8E6`* zWDZl#YlJy1#EyNB#bj9cUHlmvjfFLlp{8BGn+EHU`D1}puH-&K;2RFn3A0Qob9c#- zPe7vXlkYfnG!FoL(kN&331mo5Yhqc8oOBC?YeBA6+BGk#ENR~exXa8IbxSuC%BG$Z zbC3ylSI}O%B7tPQKlM*fE3ifZYck|$I!xh{9R&b|Is6o7HUkgX_&T)a(hFWd0daQ_q`Za;yr`ATAnuBvZ>~z;v^0fWEYb)mryux6Xg*(=KRt9t zXiw~(X=<{FuaRf>RJBA$Bny5oz3mf{tUg1?)*;HB+y$lpI!mxEp0UB|_ zsIh8^yN`GJ1gTFf#A|zNJ{JwGQGlFMCiund-G@Z%DA-Q{Uz2F*t1*2U1;+b5+SW|M zt9A|Vb_W#LWpD;6eGuJSj$rrD=FNDJ-h)QlW(ucPZJ18&hUi5EDlf7^G=rjADQsqD z;lYnESfr)i!veSWX_m0qp-xWdX!9wn_(ZVG9t_7U)1jANEhYRfg}lmX!pX{VZTFx= zMVRml0XLh!{M9qVR={GzS0^5_$=|PEJg4u+*&z+hfohSi8j(g4U~c&=Qngjy=YWNk zCrN@RmXT7RD2N-YSRjr9JscA%Q9`auBpJL!@fiz217%_|p}34Nlv{z?59}&I8oUld zaHtnQhS=efOaQl&gcKTPe-z9?fbj^ANG?tww^Wd{Cp4KvRS?;l6WReBl_V-T1l$X{ z-~j4i2v|v+LQVxrcq=YP@{meczD$~2k)Ki+feZl#fLe}qsT-qf*>*Y z4uL-?JEcF5fEkeY{j?z=*QAyQChd8E$rUg1C-1~R|8+)aY#|vY4C^EpGpcN4*1(Mx zcg2*e{1qI{z_tKKahT|vV4qs3c#M37G%zorfLAJ_q(Vq{36Qh^)ODhKm^cwyxw4E*hZsLQLL#*};$J%jNKs?#(JAhExJTbpL=(v3 z{MLlW*Ewd9lw3xfQR2n>I3$_T{5F1qeXgNY=!Q%}ipv25AJRhP@h9p0jC2&Sgt-Lc zhDsg0cS)#c9HMYfzF@X<_SDD^wnLTZ@GT{}FIb*dJP{=NH-k8$l%H`1Qdnj~;17!$ zjthTD5>#M+gE0i1iGZ2@GLixRQ&Vu{Rj9zv5U7ZH<&|@VCF(t(N$N8tG?6f| zStQ9mLSiIvifD|45m2Or383<##;N4UCCtDJNP~p;fd1aXWd z+~RSCPQqax;;DU*n*HIN#MuCVc`?|ao}pP5EEIjVGQg1B@n%pNrET#1+C!w zB0^wIX9Ni1MLtEtnA8d85Y|NXLllNWGa@1G*AjitO+$^J5D5{P;%JbcDu7_Lhh z3F+ReMNEU`Pk<3omKQ z4LJ)puCYiY$c&@>gW1{8G_Hv_IRcDvFyyR&DI%V@C>%_&VTGS!gB>N4KNz?YaS4%= z6B>^EcFyeFO#kfa7G#%W2Ng1YSb3*4iq-ggM!ouUk zh>bz3)+l`biWeTGARrCrd~242Jec+QSLJe+zVYwe|;ynqg=gHPbxt2Mo{ zr*KE+XYqlJDOrxI?)tbvj+e^%IPo5e1+*Bn^H#^>p!rMm?Bm6N?)A+FR?q~=ffw)}%mMT3>=xRN(S@LwPhdqXqpJ$KWf06FvC2}AR)_+V#jG@VP^C-ypTz2(&tL$vn5Ui%R9iX%xeJDzJh^ z9SYormHYgH6VMCb{2GCZ*>dxuu8E*nt_|6zhu;fed|fNs#L;Y-OZ3N={biW1`R$|} zg;AB+y5B3>YdylV2P)-Uf-2?CWpjmQphTz3w<@BDy8& zKF&W}4{lzI$x=o(Z5mS8dN6#aNa!5r_i#|cgH@Q5W-MAF>f6$TxRa>gcE}u{(jEh)9aX=kupM#pVPfhMChMAKDTpOIP9@k-1Pp^5L&A+>&wx zdxcdt2;5ni@X>xkEY|8@E=*YhZfFhfu`b1MAD5#1q?ViA?&NsfFIqrpfdLGUa% zlAFnXQa#a2sztzCw6RC*H_cW_u8&awBM3 ztz9&4Y2{noE%)=K?Yc>G z8w?gULq0y(QrQw0c5t$}C|nO9A0K(o9Nb#d5=f@NFN7h1OHC5+O!=0UZoam?wrH7^ z4`>yOB8-SPRFn_T67)WgH8Q2eCdpkZ4K&%~vdP)E&THywx*-rW&iISsj9}@VsIy)F zF6LxcLqL$P(D>9J#fs5jyf4h^E1+;z(lj3d6ejbeR?~y!(igX(>Zwic|6@n^rj*c* z`l=BE2F7Hg1|e_|!5a!RVqyqJ!z3+YmYJk}UiKiKLw zx23+Qu5Lwp!&K61?I;*woNT!C>BHF!3Y>>xF(xl%s1j%Z%3tKhBeKk<$Z^z-U?A86 z5Pz7{jcq^P1EfjKy61+MbCoztz;-EaHbOU#pV%A3nPlHcp= z9o#5jnS}JpWbFi{p1iJ(e6|Org$@bN47DQNaa%__0GMz=B|gZnE!< zqXAq3z2%|yECs%z!m?6nB8p!meS-k+>J|jYA@)z-zSIlhq(3irBHKIJviI<|uI|ST zwQ4Y}#!9tsDf~5i(TIW2;kL-v8n{XhKi%PWvo~85OKp(A^bdGu>+YcS7* z0arR>4gjvUc(q+Nk~$`4uXHorz4rR)QpVFGIx$XAL~h@sEcMzCTE3Pkjn|!{roqM= zpW+=2jy5+{qEBIqQV7EtK9-Jk)>hwGu~fS5drO?mXZsR&u=a)Mq;emjytF@|i9^ULNM7<~Q4X>$%;yf{yJ4fYBKwV~z8$ThHkY zBAZ@US5oq>uwN8#?@bV0%_N<4HTBLEqom@bf11U%yp8q&_}0rDS2hzr-pFA9x->it znr=tWLfru8uN)(3*R`O*50Q24iEq@Gzt-Ao+I&5ormET( z&IHfB(6l|uAgcft$$=yXsZ>Xz-@B8!60Y5RJjJuZg((h#kiz}s<1T@`<9i|nG%fxB zeZE*ao5Q0nfC=AiH=7H}#^JyLB!}3#16J!-jVv&ytP-b9q-y+m3*NIgs|K=veH0V` zzI84ukd9A3^So)D+tzzGzaMv^wJ4Yjn-wShdMs-_yB-u53y9Tv`=LMVaP)9y)xZ3^ zk`nXerC?BGgYnbB%&UM@6Iyg2-di6jUz+w)Lyp*Fb5Y;UA$YNsoCo`u?!%RH9?S9W zUho5JG(p`$5<$~pR?1tJ&&t-=eHqhgK#1jrbnP{FM`_0vV>j(Co0=#lHBHash)v6&%;{> z(F%9A`aIW=7J>7VR2l`W?8`#d*vERij<2GlS?Pd?7cm|8@^T0xd5YuWq|K}BODPUL z)8t5r+rj2h*R3~9%z>vX+2&U$qk`@`$*-|6KTNrHj(WiCrhBewU6Y}_R&Pj<1)lf2 zJ8od-Sh_)?Z??8F3}Dk8(YraW>&Io9_hd2geSxEbws zbPs~rEY}5>o`z1cb%gapaX1>i=>`C`NXo`e!+^=vI=2%gHo&TIMXrq9n zrz&wLYfSS;cAvAF&VI*SeHosLwav`D2=RO{SOrWLURmgS#?h&>1tg(Y|HI@vfM-t{ zS4X$y(0!w`9K19OOq$oX@)}Qw?4@iXY@F~5Q!^WnbGhpsHomts`m%xfU)yaO?!}^_ ze443s%60v0&pmpn&gnGuJ35++)UKCvQq5s}`1Jf1=}&7%nC5Thn&U67a>eJZZ8rHM zmUQL%aoz-j%=y_I*JP3UQ)38ob5_yfR@!(sq+GMKo{8WYzsXA`-O2}4Kz~h4r3Euz z_~LnlIcR8IbA60F4i|~mv;H`VPR;%9WaPup|&!1PCN%~SBc$Wcfr&4)Yg=Zcs90mteX=@ z+)TaR$(vtSR6##~auT;}QVP1h#&$9~VsHpoMrE1l-g7<^4}7*;IGNJCxg&A~l3yCR zGXPmPh$iAIuicr#+85Pjc+n^XS&GM*s1jl<~@5F3Ay%L_O)^nE&q^L zO!B6Q?NPTcUCDm}BgF{DR8EVtTR^cftR;`b{JBMIw1o>+;#NhC4Q@HfSl+qC?j{sk zwRIfYJbH~I%6ko8^+YVI3VMU-d_;kfsFCq_UgDUlt9IX8j|s32K(dL2?qFn1fc9w3 zB6yWrT~Ftcri~ico^*0IbEp}ke%YGwTR?CPjyN{PLHgBBCS~6iy@`KtPenu1(9cvQ zyTQOw{Wkye#C;bZt;STdgW46x+cviAlr>rb&J%>MExVcsO!=ZjbBF2I+KAN*j_Qp8 zSGB-xC*!u$c_$iA^Q#fx_1>xX_x1n|JjCRGumw%E+)?K>`u2QVRuxdQz zjoBYsO_}z`EwhXB{2QGvUyo$jI3`&$eAw3{DMR5-r>tliv%^R2Cj z##5Bo_DQjjhVaw8cCz!KeLus9#uJE~8?5SD42rUghOmY@{xu)x4Y2#CI&>1tCm9Lc zGo-`wsHB!lP2(s~u^#G5MvNP8<8z!F6}t%wVYiSJC9p&4Ku7duoKR^$N0Xnu%x6x& zy?I*O#*s(BC38~MN7Rg96chGH5>fFtWceWhxLfecTRqdo&_hh&>^JT-053k2hJ+Ja z{E(F{Ux6U2)>b4buhizwdse#HFt67zO8YH`{GJV0FeyoYnBuHaW?d(BR53E}rg^Ff zNmDOg_OsY+=(pAw8B4v;YUmRPk4if1FKI1iC)%P$b7;GyN)sA^8eNYZX0(T60J&jT zP|p~hBtEF4uGb#g^qay?nem?8ZeT18K=oLWje0>E!`rQd7~a4Zv7^T?y=I9;H+QL- zCz7kWy6#?xFVO}tR&afF4E=$3ChfcpztIeb#-m?NEjl!f1De*W9V|E;cN5K3LLC+C zznl9_OTG9@HQk;k$xPyCzlG>D#vfbWr*Fq@Hrcdw?VhlNKgZrE@SewKR1~RoxmdJG zTm|&?bBSV*4DX?ND&O`x-?DB&azP%zGlh%Ob1I`;9!&HcFF1sk-h?$g^+JX(EJW}2 z9nP;p1)=Y+KVGY>j&|-B%DVdK={X%NvjgASSVg1NgWk^EPMoL|ucQ&|UAyvhy=wXH zbZgBS7EMgrgso+vzo_sw{f0SL}c)7;qeg;sh{*Ps;Z(vxw0Y?_Hjji zisAJ^fQ8ip0x$?g#7095U@W6Ge**A6g`xskqfcsX^2yJzTBR#lPI}c(9;$5+3#peh z_N5@hU5`MRy51h@F#B2vRlOQuT#3|;ISg6_`;J-ZnuKvHbjwMMeD5q9@6+bC=`&C= zi$`I(R=KC^BHJH3?$WoC!89~9nOqJeBM`11Jmb8+CakW|G#1&JXW(+jz^zN{@VV2y z+dAQ0w{}4c-MalU7o&UxTi8Lxg>$s(;n3${CbHp|8YELME4)$Zn~Y*9hm)atX_aQ& zuj%@tV@U%>mAsiw`Mke$6EWcDj&&!*-Ln`A-QKzoL#GD0L_)?=h1uQgBb@4NWFymA zA$U=AiaQFK|EA6DERA_reT3jR$(A)v$BWU1^HxN;GI_Nhz;iciQZuMrgvNKQB9D>i zWvLFfD?PWqhqh`7ab|3jf})-p&tq!kxa6ml{`h*LZ0oRox?#DT;Qpm0vES69Suf}g z17lv7d~)6%VihGAp5R!)!I_$0&6b%N<9X7iugzzw2rYj1tJJR;<`cKCA&_IMVonr1 z(*cGs{pmZq$H)6D2ewEpcOr8)rStd8sM%U9PjS)YFx=8zJ_W&jk{476)pAiMjb5i| zMabMd{{6i7u$@MRnKOB0kx;y<92iZFe zyCCseyj>5IMHpwFRtYdM@U!Tj_O_VV9QCLW&H!Gt1@8~tGN~WE`ZTCrlhH~eZ$QuL z6j0~TIO`eBr*jAeceobfW?QFV>}4&{e~hCh8*{+5P)(%maqe{J5%HaM6Ug+=LMO@jlkRF&*#?Bw zszncP!Fst~ezhHSg$VCDGwsJ*iqlT%)rUQ@X7lum)1-*m-SM8%+0UCAcy^KmozTHg zd=~V=!f-IgHb#z44#xV{f10)i7H}|3jD+-re_C4a4J|@8Hg-ZCLZJ)je|a%8zc-oKIS6&&V3|On>X)U>N^|^#1af>xanx(f@Ayx33N%`$wFAT;J#a@7Lnmr(sHi48WuB-Wz79(l-pJ-#L?*M`O30olab(C8MPIT~iI6 zoK=*wf_~E$V!4ASi$ELUR(wOnWhBRx!Alo#(~G{#Mk@|YIq$q>7bh@D)|mn>fN{3Q zHSN7J+4Ic73kaD?=zN7U4CrOS4!1HBomW-FYmigS6m)pI3BdmHWX#@1fMd_5;;pwf z=y`B;XOnw2K5r`J;B5TS^RAQCxBf6-d2b5pI~spj64EJ~TN^vd8oMgmTI<`$E71trS{cbGznh5I zyl=U=jVU3Wnz@aDjidSBiub+`S7BpELkDv^CtC+XCg%4*6hHLl4vtPjX8P|c#&=O# z|6dXV+UHBOHL!x11V0{;b^zFor%}vdm2wBzT00SBMS@ryZo_!wZH7yKDbP${x9$MM17Z}jrITR9P>vQN>0Yss_*0c z%S}+w*6lq#Xx<0~A&-#%H|F$I`+w`w$@R9%j^Uq&B|GEEv^MZrL=o`af0TL;IKRZ|#TX@9OZs4f1y=a4>)8{C}tygdg?cuVMbDN zWANWf#7EHo6H7j}`9Bl>1K@uMFW_MQe#Za*GW;Xe6h9#R4-EgqxW5Vh5$3z`zoGe` za`itD{GTZQ-;Cy<|48Zo#^?_Y{=;ZC#t+K=!)WFY{{O>hR@M*i|Hf$M{|lp;nBHyw z#pw46{KxHYM!ygA!D#xw82vu$|H0`0g75uA`#4Dc$^U;Z{r{x@$87%@*pJlw2UtNN zVG$7#Dj{2E2XkYG_mU>B^#2X>M;!kS^Pk=MZ-wk*Z~w-bUKdt0H;QXJ0{(qzX ze(t`9@?WSkuz#TZ59+K8AKm|jI_n=${|j|C=D*SVR~h@CK>rJ8){hl`(Bp5M--|gR z&HHqOtc*;A@6&wX_{ZS=#5QImeE)mo|6uqoHv ze%Oy`xqB(k-|`)HvJD$$O9-mQrRonMGHR&93Stg@C$U0;MkEx7`HmO@0&awq%Rje+ zEdLWNkW$4`MfeM}Bow*2eR3;NljJ8#v-18*gUXop&AW|MXd<)QyNBo3`;Ok0yUw=F z`gO+*FoVxwqIvPI&jszk_8iHDDE2%S<(3$8)GL{{P4Po6NU@mmZC<4>wMVUPdBB?} zfi@}iX6OFL2y?3}r*M%h8AIi1 zq@m)cZg&$badXi6Eg;<}2hdiBrQkJleOGEl&xOZsk#T~)P1oP7?n#se`-B{fYz*xO z@g3T&NPY3cd(KVi=D0z!HehSKBzpWVn`aEkBPVu5I5@*~Los+sgfCrR5_P`C?h#$V zoVYOKtt@e;1UlXug2yfcN~%CRuk@)V4lpH}_TAA$o@0Kd%>dJT41Y|zJ(^VkUbLb+ zoCI> zYY1omK4d=}pZne+-7~ykkg=x3L!ZQoqqqA^V8>&>NL>q_$xODrD^eS>WAv2VOZFxz*1xfiduPl7#?^M9eP=6ZJ^A zvFy;w2_ZV<+Tkd&pdDE|$}57lGnBg|gL$|z{%Vj4MK|PT&Is1X=86KsY2xvv1OW)u zqUC45)Dp7E-)@KxAU^q}0PzC*wB-b1yC@1*vKRh*I6uTZe z3Mx>DaS)(Yje=}tByPp=HXrK=cd;@iQk0hDC-A#of$K^N7l2;#a`kWV+9}M6qY)xU+NSV zs^kRCO|RBQFUO<@ED6!5iW4JfTAHK(Xv(^qQC=`7k;}cE`)oi+A)+i`*n;Zmi}sWS zgP%0RI3aA#WS1JZ*XYM18Rd$24mPJPv#c(1&aW9>t8AW;TTYH*$KpYvFZQZa(N9}9 z&s$bPXM?SCX+v4S1^l!Qwo>V@E%W{mm1dBiFxcX(5u30HNqhQdZx$JjxRKvUo#e4h zd{e6OH=KAx*Tbe~vbaIRYr-M0_52K}=ne2yH$dPnK*Z%!KubF{+!{`g7<};R zyb11dAkDe-#tnb2d+37b{>lTb!9LCLs5&O;edbs`GOE42zvt4R|Wa?(m zKzw~%ZoqQF>#SM*^D!N;^Q8WQ%5t9oMApJGPtf94A_;mH;<}WM)8cO7|;&iZ{Jp|+p!cpwkrE^92e$A_xa_6T<+STy} z_5Ja+iW4rv`KuSbrE)JjeCMP=vlfr+Pk0?sK4Pn1CHy{Ptp#bz!|8x{cmXYk_=9mn zNsjsXegz@W1#kakqaCfYv>k zLH7;jPQUVQi|siS{xY#0m5W>WsYVRJ=)puhC$ZD7;R3W>_^!ui?I#n^BnaTL!|M#U zk*k!DRAh!jW*GF6oS*b1eB zto+!R<<-Y0$aiw`+Qv^ypa>)%1>PS-XLGU}>ITAPBfAT=Z3B-l=!<^hUM5mIo)3jf z7e}i>WE}@_~G+UtCSaQNJ~ry{@hku zqi)O>kP)hOjWeGqLIupvibT4Y-z2P`uxOqY+Hrm~h6lZ(x-70`Pj7u<1{^w+P75#t z@1ZoL0n>C5B52NL4|7%a%IyhQUOKve;n7#wa(tGT^Wgtptyfg!<#96zP*opoWBBwi9#?)?#*4h3UQYWBv%Jg{vZ ztsA(^4qHDTIQAxMeK8QB1lUo%1m`EvIW%9Xc>F{N3v8G1yUPVF#K`npzzwV$gufrG zEBcn@U!)sojDr|`d7xFrFE+zX>MF~?)9`?wjQjqs8gn2}p3`D!2@+J2h))FkpHU>H0R52`J= zJ`LoJo^vDaB^aNflo}}8V#HMIoXnUSou7E>&S)8eo@yCUnxx(V!@Ih4Gk!nsoom-}SJz^pt?Nx2}P>0xhmeqMq$*MqI&)`FgHbXrM za|u^m;?4PQ3O2Ja5!DaTn2C@v+^)0r3HZuS7`Pi+1&B+9!gKuCuj=!N{Xtcv|ZT{hS5WafTy#X5Mw z!tl~M4Bq> zD+50ky4()Ih~<9BHjH+u8RSve2Zf*e2`C$gxmy+<+~|tvRSc*g5U=;kSGiA!L_@j~ zpE>EH6J~Nl_!tR8uc-XL%QU28dE7u$B(!%_fu8#{aI`e%z4kisZ0V=@n z2i&%f0BGgo51^U+4o3hJeh%FFep`p54#)#8s#)!BN565~FbV;5ubF+v9Peb7VfDxd6f-s}j*svo6T} zRF-of%+7Igx?!w&?qfz)r$nY6@=69)M{Mo<_|+!wGF1zA*R|W@?iwqV!P;Z9UFL7hZumYk>p-O=y9#@z;+D;hSXNK>TLQnLE>DuCl%s z{3A9COtyem+28Gub?6N9Xm<4XW!yH+Ef60v!yU=lTo}|ZgM>JR<`kP^-?B~NlVf}z z`0KZ*;A`HY-ylo3TqT(H^KOOJ;oF&N(_XSd5nd>&8PdLiVqO>nudDYlKK!FlcE54f z9+L%Dcl2vjg?e`>2-vnb&vbpT66{a=Ylx7M{b)|ke=NB*&c-#9d*XTdv%1C(DYpJ5 z`+URtz*W4XUVF8Z4~iI|GqAJgd)9E&O;?JLw_j`nZ=M>^e)>wvYBp?oZ7VQq>xNGU zcIQ$S3w47S3^>@np)4-Ve5^IyO5O^7?gF|tj4^*$b>x&S*H7+19840t8{j`BQ-D+L z@<;EfqA5f>(TC@DOUOkqk2^=;iPYo&Ln_DfD3h$17ktPX&UegTedy7AOgJWy&PmHH(59|$g4?>5< z^0I#w0foG|NKQ_V|21)vzC4&Xy}CTA-&|OHD=i}-D=B@1M1W!0*e5I|BKkczRY*v> zl`N%BDwDYU7q42QoGXV|^hE5%1h(>=Q)vlcS%Ky1nU~kI@x+9$s~Cgl(CPH}_U^_7 zU=+SCl$BxSSvq^prM%P7eANJ*NWQ7KQ&IOMTYAN=vQaRiK+c7W`ISzljIQ?S$BOO= zPD^`dZ9^;AEQ`o@46g9g9>=;;3T}{os06Rj2@#nL_6!vPk|cCyXht!8rA|~+iBh^{ zjnA%Ivy76KCQl<@l#`MQIB``tmU(HboF}eg9pAs`zOq%mR&xMD@$8ez=u&k|aqcak z=nOOxN0WxRdu}V3Uu&5pL3MAOi#xJA<=ewaMqypi zqhuT17)OuBrkgQ~di=~$e&`~5nv!C>XT)xTqJ?cmi4&(+VCh6zT3nXQTrfoRYTK1pMt7k6AT3xH%4zqkUtaS;u-CHUX{PSweLGoXgHFT4fk zmA$7McYX!bNles1&r<#>jGPBvNm9wUJFq2KTSg~;*a@R*R7N5XRhDTKBrkS#Nuo=P z<>di=6HJhww1Hz0qEvxf6?>$f&wnvj`O$m%39=DeZ&-nni;cQQM(^9x^Ih&?M|N|^ zkSH9^f=*tAfu^D1y}LEB{x@tKG0tDaIORB&nvp>ovTgm#Kg1l(s|G|0=LMpgu&qy( zyouSAw-Il(fy~jE^WL9hFJpFfB@pYV{ZEMuU>zDMDsOWtVP2`ni^uCCG=Px3Cvl-s3_Y;0u&jI>8ExKi)|Af1M{H+ywo_V z6#_-G@tVLpyc&7Rv2lI@eL1MkR6Ldw@FCD6Q@WLtSz->!;9+o0WWMSQ(n!g%_t<4F z24y9ItG_SDy<%xKO-uv!TAD!_;fI2xiU3{tb}$UuQ8@&oynwv!$saIAoTt2j%UV-I zF2}_m?k5Mb33S4Ya=gMHDau+9$gk0+&}h2|h(mA#x+jxgXvi&sW3etV7m~?ckgWK% zkY#gj-8<8!8Rv;`Uq>!tNd!vXFuvlUz0dmVil3J$##T5h&`XK1OGImvdk$R*HOTe5 zrZ`;A&*dhTXl%Z((UjU}3W1f~X_Yi3wP>W4t2O1;OY^K}7C0`qq>2L-S_)lgx9=}1 z^R}d_N*s?6MKGvMEQ2Iq7V_jUi)9TIze}w(jR~{MWX$ouuIedQ$_&iOl{vMkesju~ zG%a&#ms~7cXe?`&PsAv5$fd-97-1YgjayO1CRVb}V-0=GGx29t-QU-w@X||X#lK+e zQpU-@vR@%j)boEN*)u-E2=}Te>MXZ3{H^Qn#k^t6D~YqLZE&jA0CmAMO;(dtLD!8h zSyPORD6wD#W&??@#KII?1>Olfr!2Q13DocRxe|)FJ*77soz6TBLmmpV3Qla4{su2- zuH1bNi|1&+TM~b2Bp{XNYc%B9rF_YOfW_ifDZ$hyYDiU3nUpU$yLGkIRuwUo`#*7- z%;9T+6(VHnAsy1y>3m10X8IowoYI@grO)ylzOvXM)d-wfu=Wq2_UC7xr9?o){_QQ2lPKWK?S$m7@7>!*}C zGaUNrQR+HY6qZ!C(Y_Svn{nY^3@(XCg0EjrS%js!bEk9J4RDtAF(8EU{> z(X9o#K0{>=9Y!B2n*aIkH#5{`zqDpQn`UvP&jrYXCCqg48-6noFi}fTUdWhvzkqMR zZ-9+JJb-b5xPWlyXS&B_{389dfSZ9>fffR|F6CP9+WNgpQk$V zAmnMvI<^yHfb<9#EMzI_pfZb;P~UQ9GATPG3w0C8Jd}#WGE?wxuWm{_i^SGBc*-0+ z<_c%?MP;K$((&g<>f1xlOAyu+($^G}))WHP6duk?zMYqJo|k;4QoB?R%QIEs6f6W) zUXdy^=WgT(>j7LE@6ii^{+Og4Y;1~;Qq4@aUgXjoAF8_U(m9w68W}0Je!+FLUVg<+ z<~#l6COQbqoJvqE@8Vf6qz9debpnTnoQ9Kzl7_YNWe&^YQzYA98qI;3V*$sS6>D&c zb3OlWf=vtDyH?`@ECPdAjSyNTokW@|%PttneY_zP0mEU8;>6H83F04Pt~p5~Cd=NN zG7e1+?Cmh|j$ls)qa_sv!f_V{t{Rpl4AX2&ItQPqx+>~I9~LOvANpi|G*VG&Eyt*w zDi(rv1*g<6uE${ym6z?MjF4s8wiJdTCt;AG4Zt_UV`*FwOE?ocXM4u2>FCwOGjHk` z$5VPo7pgo!4Ee{Zsz8iL`1(d;QbQyrogrb2R+Kr&xdmWqb1EzZvn42Jo{G85C7%%m zk16xjjrtf}EYRs_Q$HCGjcwBD+)D9P>&?=OnM=g?BAqcw-(tD=WVamNrItUA!QD(h zd*kXne#ie3e6kD0<0FuLqc`&StELuKZlUxf_?3mVc} zL@B1o5`WjKD|93zc;Kp_Y}U`+b!I=}4sxRkSW2xqFNsmVeI-TyW{WD%x{tb#I!tDk zY895mV4p)_J}xh2fy0MvR+qDKf-4|VsFtv`8Atl9hwiyqm{*EU&!J^xzKc{U8JIMG zFWZfpG$WT>QNtMLtX@7zL(|B-v5{1&EGcg1B+i)RP>V9&an>~{N#8_wMg`VP;!bQN zDE&F)IEmWuCJrwd98ByrH3nxkX3gj;`is)%7gkA;tg7)IIN5<(ARm&qu zd{|`>pcgstE!jlX-|W7!^~W`jo?&eYY%y=b(Q(NJ^1dm|WK|>x>#}OIZOqH}*p2WW zF`Wfg*n+pB!H+K$0cx`WXK&$v?whFp1&=^*zx)kJcr>^EIgDc#_tSRpb(DiyD(Egs zq&F~QmJyEk7Lg`A7*#>9X*12)MnB^lKA^v1%%TU_BaY}#(Cc)Hd+F41y|LcdYHXuu z`c_M8f8OYCEWoJAR87n1*VsV=-A9MGN(>YGjhof~Tc|_rZhDQ~5U6T+coWh4H?)QJ z(6jUg{h3ZOa|~y41HZ$EP1Js{YsNUF~W^|jYqL=D)l5geBW&F;1clj5PgR8WpOqa^4r2KvNhHt+dDc2 z8l#N0#tX)KGsi9Vr!gGw5Qb1Z0KXD3hONxTfZ z*vVgVyGQ{428;QkSsd2f+97?a{zUt(jvgJ&9ba}B#ty@0Ja4?N_&W&e6oUgZXb}`l za_lLr^8%fqf6!^H5yCd?bu^dZyjw8;F+K}%GK)3habdt4-lV;vC+k}}F6~&*v8AKM zxX2g>+0x*ICDTQK0!Wkm{cMT)t@}as_f{>Co+I=HCviIW<1sviE4iBMc_A<2#k`7t z4XQrMyLc}j;Scx=M9(3j2k7J$wcf%W+U?pd?M?0Px<${{ z`|0EKYW*60rHM>hNP_wGvx#RHw9jh4xBdB!+>Vltc^&IJp6fW$@sSZ>>^DxrHSLEz zR?%GSaW&3=1KmpZLp~nE9zUc{>2vV>8_+`IFiydaZHjNj*!MW>d@5X~Ie>b;67+B2 z9o)?O_y9l0ukdU9HXr3L1!MQQfT7TW$zl%9aIe@QeBv*F)8apx3sJxTZ6KnIYMkaq z?IxV(ZtbXcQWts;y}v$5U#q`l(oC~WcbT@D4w_yzeHLN~xh!BK&RGyV+Uw#ueYiHC zwj)~5w9mxb!o#b@8UBMv^K&@kUYalV@&n+@VCdsjT+Z9H{mC`bFUQr!-vs z-6Mt6>&Hyj$+Gs2_N`H6I67vUqC1Y#N>FDstlN6%(r9|06ZmqTpc|r0H;gH?Lp-S; zH4-_J9rTs~4eNM{J>1){^I{`{CqTk4m;dijU$3vzm+8O8-E;<4^9H(&?xjECHhBp5 zRv*yu5>RtGY|jya)-kZb=V!612-lzAqmozU=p~L#k`dXTV zn0NxmVdaa#B^$2u>F@sY`-etRD8 zjX4r=GD4U`!^y&NOH(lYZf{%^r9>n=VHwWh!_%HX7!}H)`@|UB4jp_cCAlr%%{X=9 zgyqBuDl9x@ImOo4A^6w7AIzc_65{OT>Z7^xFB&v(KthjrO{F1D)S^o4c8Nr5Y@)~z zc}{0;T_5+b;aM`#Z)=}sPf4+hhm#_D<>orW&zgt1vpvJIay&9V3KxISp3~n}e?MH^ z6m4o1H+aK2JWT#C)$sSi+QdT?A)fU{+O7MoZ&;66zqFdHZJa>Xx&K0oM$PjySvOR?7s$x=#-K4+W zk>ax1T>ObYmwy=sPVR?il|{MywAVezIwW>T>hSD~b4JCENx39@WKMZ(dBV(;nc3wz z-)F_RDJv^Gmxag)w_u0fgs6>C_eY6iQ5@CR8Wm-+riEK$oqc6fw97Rx%jN2umFCRK z4%1XsNXS4D5~7K;Fp-lSr>YVXro<*B#Kop1$69;!lvSf`WNWZ(vT1MH*w#1IX6u=n z)+;q7B|9rCJvAjhH8myHYE2h8@z_Ogr!zdvOq}kH$+h7s$PG)*$#$j0xl)ovN*mm+ zY##27&vK=DW5No_$}y?7)Z?jNrRu4zoc(k^;j-qqV%vB)S&aiN*6>1Wt8u_#2o> zfVM3$>4h@)X2&EKhD;HVg!q(1cU)Xr%0;;`{cZh4e|LU z`Cd_TOcW_ZS(YWIL?-%9RTW-LDSEfA&x z6mOS0)~^1YV#_JAoSt#m(^-&pr)7p$w>#L-S>L}O&0wn|U|Fm|E?9%?vBpbf&Chq7 z>l3Kq$>Ih{?z1(LBa0WyR9hlz+8^eeBtHw1M1F@&@vdXnISzFklQoAr%4VvTFJw9s zTxu|m;a=KF9(H*LZ?NBM7kQRK%Xo`6CURu&DG@Uwr}Ta};^E%=LfRt3bZ4T|71_t> z>OH7;$RHZBiG~cJv_biKQb7mC4B!ESat92^`yckc1iX#vTy)N8mnCZ($=WrNV#%@< zTi%^G*m4v*cH#{$B%v`uw&X;_wj5c;&(H@+O4)Y^EeT5=%e@84(u9BmZNt8$C2%1v zP-p@T(96Y;a#PB?VEg{(%t)4<<>U5!eed1xvyU}%_Ve%mf6mC`LR-09>hP);>ySOi zSVN)375NUETHv%S^HdahD*DUIg*s<$wgA*E7GxPlN9X4XW%mBU!o_xkD07Y1qmnwn z$eGT%BF^a-=10q9%0Z~XVo%lrJ!>bib{zw)17nPh_Y!QxaRy8|e5ka7{Iv)41xj2& z{Q@vy^DQ(?{{0z7=1EHQyQL+AjRT_G&BG ztF=HkCp8eP0z*}f4VBYkFQ+J*1q{_6c)L`N?Go+DvS3rAk|CMd4Vdb*CfEJr8KKN4 zJzy$8S|>BDLD~jTXGRr)M_`I9Mk8`LkLku zz~>pjr;4r$)_!FB#7;L*tE!%Xo%LJj9qXI6uc@!m*EV@B<+XY3o~o7BHP)Zm_uJp5 z-bQcRK0|-DDc6EFDm2>V-PFX)(S10hAUxOItwJi5Lq)56I+aSRvnd?8xL!@U+Fi8E z=W)4mJvK*CIT4tW(u$Ij@(No~mWY(4r9!DxB(!B&^xR}dq%t~;w9&^Hje5prDa<1= z09DWqn^2#(pdim{E1a0QCTO)GinZEoc0@A>U+q;CWw+TGsDjYQ7R<8eLI7j8TWubM z%d4zbOI0N;(0eR&VUf4OQ&g0dr4Z^o3aQ6iRb{i=ZIu;vZ;(2K9NrDyxc5=-0k6m# z^!m!YL2bFpdxQ54?@{k@sGFca4C-wTv;omKphNh(e?qHONYg^w1U()!=vaY}5!%~y zhjd4DU+RQ9(~{?SH_|c*&cbX`PZ~8#in!mNEl}(!DA;0De`3ZV0;yGlZV<;p{K~Rg z?0iUJlGK49;phRvhAX5HK8PTUC@`LE;8LY6-&3Vd9#&8QQkei_w*|S8TQe_MNC{^t zN`(=p=tAFh{`9ZZyNIiK4PRH5)0gl4g6M5%hVJO9%^ebBh`}y>M3A3@3wL{x5c?I@J!%s5RktI z@%}&4x#$@?ony!`5Q@9JdOkED9ibMyPI(!0#fel3ZsBZ#HV29Bz3iI%3Y*XGf2eNF zx=)_}!;dg!xt6Ezy6ee?`oK@$T)+OUhaVHxSTVbPXEz%yU6zhE9W@3$Y!K2fZf!}dHM33h63HPaUt zUR}7W@WJed3STTfT>NpdG|x3bKN2+O7CCcsT~1e?)~3txRXC{%9}<)*Wd4c?bToJ_ zx-yTFmpTPmGAHF%`-lAkzpq-M$YbtMJ8cr&prlyV8B`i-RZdjotaY|IH#qNhKI%N+ zJmQo(%~d%!1e{{r9v9y&J|I3K7K%-k`A^SABB-Ec>XTM3(C2&_L?V-*LX$;3lQ=Rt zf#Z@iTOkyg=ffcOF!8a+0ZKCS4OKRCoGOQpY39UUt+Y_eha3=Z@L>uAU7x1x&_y@% z3~mAG=y8^dd2IyV1KZs$30F~BQOUU!UNZ$A(xzvyd{he7KKaH^9z6Q{rB}9X-P-#L zR;JF8XZPLFe)pbXtd%cTU)J>G#@4aK;M0BMJ8zF)^n^-%Wqtn=Im9Y*l{x>;zNxpd zbB~R=1prhVE_3L@P0M$KA$?i&neGR)#^d%f_})ntbafEUGGuHQRlzqe&&@d z(t8an*p}QDZ#UbMd#?8a)di+l?o}p*VPfX1;E0Y{r#nZ#Ik(^YwOJ$v!>Kp>)IM#l z`D*np^=-x-=KJ;cLtnQ?t5KO43!((lY?C#I(_rdKjngN|+A9=W@5ynxv$CtD>vlWP zjgDs=w8QLYoF2UA+wDOrkHd4LN8m9Pym0+2V}YL}%Iw+Fg7^<0_S8H;j z_r7v)`dgHB@L7SZjM97ZpBXo5HkC7om(M%n?Tp@Ey&-R+UIWJ=`)3W6ELer5dV*#9_k z(JSaZ5?sBq`~CNK-~GV{KwG>gDgsG1Q7rXFFeW$LuBS`r<#Y$#N54eBqtxWsa;<#y}s_9sQEQNvT#7X&Y8U$wq! z7fWB%m|2!WNMm#6NQ6#JmZHmCy_-VApg|Mp<6w@9twz( zPyhS2YaaRebyzb0=kz7QOMrS_subCS#r4cEL%;8QEBABfvD|N+Cl-k}`vw>H74?-~ zr2L_8OX;<~t)+MRZYq7qx4ZNydp0e_65C6JSSAulWiFbs7Ze*=bq)*bW!rBlcCzvU zCv}TQBCV#yNR0AqEMnzyHEi-9lL=I^HrWQ*qq0M=*Eg3JI=8xSbnkXQ<`y1sA95dc zA9oAgrn3C-9D)*w#<4mGH9iZhJ%-hu+o;Ty>K@*Drzrh2Wr0njdFI5Pd}+zV%r|@N zQV5n$?D0zj_~uiT;>yK_qKTQ$sxp2!`;E%eArvFYruoCg(j3g5axCdIY%)trGR0f4 z?M1TpUt}C!-$Hire_1u=HC%D{;cvfv`0y16ueh{-S`( zrh{{3N?z+cuCCZQ8(z zXHM*66%NL3;EoeWgr_0L2eY0!9Yb^8Tynbb8+Ekb@`K*1)}QAv!S3%%Y~s%Q(dhcR zqJhi<9&$n?{B-KuH7o0HXq)<5DwL)LKe%WyJ2v%sszO+U#RatYS0D`rk%kgbR_fAV zzROf%3Yt1heWs-8GLuB7RIgZk|K@80 zd57E4V75>wV)bndVobKPFP%LEfDH~g38?*ga^8kGV`JQd^zL%qNqc>s0Q8MNycDg% zcuyJ0j(F8y@n%A#dH3Dvv%mW)jp=^uZ*hF`G+@SnoExd0U|FwzME@f_7z@Q(wb~`4 zrJ}V6{H4~Y-=WdCjFe0Yc(59^x=npREl`_Gnb2dv&j9slA--uYykB8>Q|>5(2>`1e zpTC0*ZJ_gm%T$%Bs_Z4IrK)ABvs6JdK49k$1QvOLNBU7bhouv(rZmhl2%cL zq{Lb;ske4ZL;-2#Sw#DeEJaHjYL+fNtHxESSK%r2n=Ku_>1tHuDX3m&;*yR2hYozgC$ zPPfTDQ)%ADIYaryp!^1+{PT?fZw1&qpV1^&2t`@BKB3ovL}HUX$AR)h`3_`Mn6Xs= zv!GsvEd$two*pm{mf0gn`OFuT5I&Nb_h7B}z}UQ%@)c-H2!C-*f*~;1kTY|*V@USE zoj`zkbb7K6Ad%6mL2(mHGHXcO^DT>eo@M#-=7G9iXVu8kA5^Sdi6wPcYiVJBT?5Is z6)*Om6(ZFik$pYM3VORo>KhvBtDDcA+J~i?{zyJ zQoaVHyb4_rtUN3}ETvx%zaXXWmF^MmkqWj*wo2$eNkkg42zFWS7trtP4woDb4F^t8Ugq}LlwF713Dq{-rZP&UeLkY{IS$z2-G2dSxCbuK;65h=?X zI7d`cT_r|Op`#QFQL@hF6iUD+X<-W_le6X{CS=0yNKM?)je*_Zj!f7W&6+sg6LG>h zbpj%a?{xt4f8>W4i&Z3*NX1fGY!!jPS)?}37v&RQloGZ*4hDw)@fQ|`6R$1ch~U!$ z7MGKr4DreIM`v(HYt~-B?)L?-Zzv3PPVaZ2S+2kBX0rMdAtc(Ox5%pj4azu6=T z9#=EjOwLm?AHk;mqrFPI#y%VW_29<|SgnIu21aeEW$;CVx6C?~y*7)1i&PF53BEx6 z=Run`t5(8fX`vA=21b)p!{CdKQ8Bp33qdVpbKKH`(7fAcUb4b_y;qKiZ;tzWCnd#$5bKn`InLhsPU4J}s=N(6n;Qc;m@4138 zkS=|Y`C&Hl%i81@XveizX>SwXsgqc_FwgOd+u?AzT~>?!Df$u0h=M^GIp=j*3UYCe zw!GFwd3m{uTm@O#4EaMzkwl4f6qBu%FUqZ^3dHhSH7K9H+TyCVS}k&wEm={wF zyGZ43cXI*$aktoQ@=skqtAN}QJa+<*ck;`~qgd|o5cUvDmVD1g4rf$4V7rEA`#v3$ zZO~d%7Ms&0!<+|0^Fo8P`q1=!_tvl8X41*Cb?!1#<*oxLNkWA|e7Jvb7rqL5-@dgw zYSuv%<~FZ=Xu6D?-f1;C^e=gPdNXKCweV)jPrVvk^sNOcEoKXSpM0PEIr&@iV{*}j z*_UVU$o{A7m$H7BCC-r|3Fe3p!hXF}D3nNDNX^Lf8kJh3Wke>0Zvx#L)Yz*REs|6t zM2QtnQx~YR7KMYt1`F&JHcCAxMKKLCf7|LQPoG8e=PzKc$kdx?LI1&`}Vq#6b+0H5%H2?S;d2J{r`esceJAdQ;P04d*&xKS{ zh%SHX5>O>b8`5Y)Znev;c9xZvAZJ;LTdh^IsDweNq%5S>YFTF)<8+qMu-#WxtE=U@ zYHhW%nyoe$SC>>Ts&-fBFRu<&msginR|i9(+N!Erx7%A-=&fBRDw{xskF%kjwQ79g zX+cP&a5@bNg@`gBgTaP&szh-SEi%`aK>J?zPOp~qbMEx6Q`w4aZMF@zxJ_g;t&q#j z@_cc%_>-rQggdk*N7RTrx;C9KPMXwk!TV!V%P}MVCWB^4kqJMqz#N3uW9CVt`WUXn z75v>y8P$`M_~d)eMRY}B0f}R@Gq3G6mDFk{X5QYLvl!ohzL&|v_pkSA-T3|yw$pI` z;~vYh8s2W{i|{2>Y1Pys zdZ5xzL(Hnyfr1(y=WWT{azYJF`9*zmn@*YfueSnR!O21ju(1eK6+ zFN2E{U(m^4oad}Kb{nX~F!yU6bHC03z8G;QWThz=j#A(J;3~v!*wt_IFeJ9io`Zhi<%;+PcjP&pLyqL1mU+{SeHI(inr2+yYpO;ZqQ68UHW{X8D zQtwkoO5G|xkEkqW4WFke33EN47f>v-gU<^y`iLk6vyab z`fQxf?;?3MhAlrr@;b2JF zll*RyUrh3k;Jh>gerd*9ii~`~ z5UiV8rx|7+hq*^#9v0?}!<;dy5AuDGABMI>dL1?meSj*3oF`qXr2GViFw8IveOXvH z4C~-I`l!u(-&IiB1hu$z6kr@lsUPMZgRu!xGYY*TgmNs@r}%;YPYI?@jEoy1w5=xNqohZa8iX}5r6c6Z z@(`u^vZQ_lYB2qV(;S?|1GgsuiWrO>0V;%eIAc64t#j}R6X>ukM9A70`ppE-{=Z9( zu)J)9^#;gH^T#bcEi`%1H%73Er)lY<&LO=<(l}PY3QIsX=FY;+(N1+z_>F}BcQrvy zJ`39L-$ff5p`L>Z&$gPhCZR1#q;?FbBU~CIbm}9r zd@7oa@tDSlln)SjPU+r!+T$?;B$o&MeRHJe)U$Ii{JpfzlubO-MyN{=X-pE%^`)ip zR2ZaIKN+s-3>m3b!9B4BI+KiYc65m6%V`(bS zm1;lXOqk>&yd0ctW9Dl@9GfP$`uoL@8o038{qhCh^I_61A+*-;x%XKasd@3 zJf3gCPGyfd%O4>aq&(izIaWLjGscOz743kQ zbD)IZuDt?kywIbQZ}$>Tts#D>5&Cr#AIHtn0oPV2uOl|DfnrG+msUgnR+tNqt*6$K zHR@ruPSUf3%-sUD&2X>h`{5BGsOcu}(`}_z5-Z59*9xP!_`Qkui5#R|P|v0@oC{SG zSuq7!3zRxw{zksF4(4tm^I`b$`VA!CnufE1hqR8+2+xe?#P0@gCM8_k4fl5F*Gbl| zBRF%=wh|l~pq;~|o3K)G22|)ts(8R zy*T{p_-lwzu8ov9ZiGmwi|`7!`gvY<5Ip9ux`s$%J?T|PFz!rCNCS~x4*HaIa%;3@ zK*Ftud7BAKN~+m2=m9kGp@k|S(KbR?R%Fd8XjmCD9wZz4Lzwhc#zy6~9h z@OXSQ$qvLf#`@U4`0#iFk74ojfl}6kZe>_=VFxnj>5nJa<+0v@SYLR6xouJ13eL!7El2E-B%=K#%s$mafJ) zpb%kKN0Z5cXd*p=9T^=S9*6A-gU<$_|Fd*-=0tiHU`)*<_sUOGLxTsGp6* zMuvfael|Q5VTThjXzhb8QMiXk*x_hmFqTZhbiLz*P$_aGp#i9xNM-u*3VwViF>^+UGy~p1 zf+&pImqcEI}_kywwVWNbIp-9Qu_s0SQ6doCg z_r=0kJ|gkH(LvxynA7Lj08l0m&o~ELwv)FMZ}|vBktj?U-JR^Aa@$x8`f zSOkcVM8WvN44BtEl}-sNr|_^Or!+jJ2@qqO;)7?v5v##yVhDhVk_jSlu&4x<3!;6= zlz`33F$jMoMig%;C*tAW_=V97gAXPUs| zAWSh}5hyRG=w~7T*0;ubwzI9FYfW88J=@gDws*9h)3l;~1?#QrgtFJqu4(FOZ0qh~ zp+`quYu7rqt%0p;UB|9&YF*)H>({n-)OU8WZ5?b=OM7!uJ=8U|hMK!qG_|f|m&3T$ zHt;J=pouVPR~w5LT1PvHo&BHY#T?6SHQHbO|1`nqPAs}m2->|CgXs3lHzKzKJYM0Ogz)HqVYe&PZs|0~%G zrP@3B-AjZ!=N9Y~{6g?6!2$T}7d$2S`NBE(!a4VUfwl|h-2b?9Ztm&f!ddr!&$Dih zdkg2?3+LSn=iLkE-Se&a!kPEnGw&327S6pF&b=4Tz5l;E_XgdZ-D8G{pGcKIBzw;2 zoIPlC&MuSeGlh0xv2e9;rSL4cE`i=*uzomJ=WNy{^cebI0*ctsI_RGu-wDHW@ZY(n zsA)I(KcR>^`6pF}zbQ>e28K5BdBX^ouYr%NE-^UdXG7zO0YAGk5#8)(o5RVWxf~#}Bb#DF8=ODmQ)R4gu8QC_lm zNlB=Up-%3AKd>FSG6{@ClwdnjQBW_ZwrQ0-`Nf?rzy9~HNALNt%k|+CPk*)SdedO!ldIP&>;9!WZ|K(L&sx{0!rxr_$Kb;+ zwO@4p^+C0Z{`kdrFEllO@v8db=P&xD^SQ5YzR0z~bJbm6eiylF8)}}p_;+PLe))ylWu3Wt8_1_U1@wLmm+hMAKA9fmhoh((Z}QXrkDj{+v-Vth<2esE)jPWnR=dlqn05M3AnL-fu#Gl+JT=%RO`MI9wN(IU)fK_m!4 z)X@{Yg&RbRM7yF#svx45D2ar`H$$$tx%s|(zd!D}%UY~`_Bv;u+2?tG&wlrN#=@5P z4XJpUY!Rj%>GOK(#zSwyiRdiiesPVx=16}b{o*;1iOstORQnd8@0KZTxofkPZ@S9iB(a_VTz_s zmq~{?lZ7Ucb+Z}u#g1d5FLWbMn3LWdOVIyq~^Xo_9= zM_9oJ@Eip_>&boxM>azj_+dc?{a`WWVCW&tBmhY$6b7Jw#ExM0y$SgJBlq{MAN#-b z|0Ru@O`l2**WiU|2;Xt9v(F8_e@~j-qCUMcVXP35*X`dew2o8|XhawWY}tc|S_UN| zu@#g|k(z_6toOczyZ3e`S>Zl@X=08wO|oqI`pf&KMBX<4bNl|aK4$m2)iXuyaEDV< zirS<&DiWx)RqdX`7zgiiSemHUc&hZmFWFfER|`b=x>@xEo<+Z4qU1(&ZtuV$^Fb^- zGtBQ>jp-_?7nTliL~0 z2Z6?jwW6Q}Hlz*F^9DmkBakU+Oj1JU<@ZL>;nQ|6kiK#})*A{`BU0l$*rZWcp*BRs z@xRk33_T+uN4Vj};O5wvwFp4Rk&1l+S0&U|tn9JI3)pKp^kC#1nngOF*|WbTVXLNJ27D~n5d+%r05x#u!E#H)X5eG z6Bl!`{{sQlJsjrra7U4M=_MpM8r)0!{K2XJoq#_Dl&6>PAq3HCLCY8|VzhoS^0mSI z5(XrM0m(xG+MXbwF@RpHoFJgeUk>m)1pmhnegFyP#;HM|0~|1b^+PmcBf%gn?KEAn zEAPE-X3dT>X=YJgapQSd#I-%8JjQju&XpiG<90uE-YfHfhNT)`D(o#FL(TD;tS1%T z>~UrHa%y2BQsQQD#Ha?iqrAd=J*lz835zUWi+k+lycIsUk59}|Mk=BrRp5GG-U5L% z^H;eL1&tK#>qgu}b2X2N*1RPiWm=!vDN$73Yl*2QZ5MyW6Jv7#U+44t7zf}`#=!?P z#V@$B&vzx@M_6Z;WqY&o^AJ*w?I1@-&fxP`E+o4rhGF%VTC5G>IPRgyObrJ%(_^=C zX>a!6J+wEl1?!rsGw_2fWV0F45nR18Hfiv| z#vh?A$!7(JU~-2-RX%(xHU zs@J`%dS9!6L$9hgMshKUCUmWD<^#{`Q!+SkeF%9W{YS+E`J`CrZb?hsoV3A90nxB? z4oQxaj+FOaxHi^bG}v#8_ojO&H0XOfZ_$dNLq(;CKY9fOb+`6=WP-*e5)U8k0qaK| zKx9kjEOv-~<{uZZHitANB24Cqy}2pm0Ai%WMynCZ2+;rGAmOoC(J~Y~!Y0>uY#Mla zqS=X-u8Wh4y{(@k+gX1SE2*3-x4y%We?H>DHOq?hJiSy^6tC3_4uoYr`eOS`~f(8|53rBjo1O!eo?NN?9FXBv(SFX{8g5vd7T1O2d80Q!e^ByghSR< zL)D5n`Jaj}-h@Bpd#P$z9X&M1rwZXMkJdFdAbE=|wC9?b2zbP7nFHCMuS}%XEwHCu z*&U(YB4{*pH>g)h%vHxar{+Y-%kNa0_I4BxaW4N;WC^7j4Iwf&a@9ESE9f?h9zhfq z1)#dx_?lC-`Ju2;Zq@0)v(SKn%qf|OnRK(&>)AV(ZMI&u1+@M-|=3C zo{BnCda`+>n|Fhz$5%-3A7;05i9_ae#B-(B7jH;ry(mx zUQjUMO`GGU-WQlAGE6mpTZpnRwEf5BiKGasphKO@E2_})HQUCghByLxN2Z_wr~xW@ zN_l6a<^TS&__*5#Jt79>hlXHu!VuH}w7Z=!1j+wrNsRd%N=H}yo6BMJTvMdQby;F7 zpLw-dUlH(PFi2k;R0Hwzws0q*E*pFha-#_{MwNff-LAL$K+j!*$_n}r z_bhqI9z+pQPjwR6Uf+1yM8B*PAJ#1{XkE~@+!9Kx7&2z)!@dUeH3vFcT7c+@XvjvM z)1>eG@~e|sov_IKr>N)weUpW3uat}BQd(mlg4*sf1l#ei=V$VZ;RP_+^~#=hXGLxh zKNf0!qEt8cX(hB_wy@Msyh*3qo0E#?67eqv*SycGD$%sm)m3Z5dvX;I!h_hub7%pl z1w|@rrk)%Q_93N3!Nuln^#P%=Nm#fRkAOOt&G{vh_2SnV*?rQUtq5K}Jj%68>}{FI z4ql^sHLkL;s7to>9w_SKw!3N@RGwerU>9q@PU-htE;DSXP&J%b)34atyUUhX|~cz$4G%8h2aXdSoB_#PVs~-rH*$ zZ$5$?J!6SOdt7?nc`TKr4MO=3$hs{oC$&$ZCO?bh$U}_j+yG?kKOgI|%!@5XLzmjl! zL^VmgA=#OMSKT8u4x)i7j>eJ(ImBE^xxjU?Dn}!0(b;-rD$}r*NT{po*&V^kV8W`W zx6J!4FySsbU0Q${@KA}&ml5basZ(yWntTYs_AhhZ>UZCgwnWiwtKNSj=}_+BARbtp zXHPCXs&I36_BB4~xMfh02LC+igFNbh2Pv}ad$WS)DOj~l`0|5&-cU(5YFJOMt|}!( zJPWA}i9YpAuI8H6Lac5i(~NtS9g`$> zaqccD4~HmatONnV|XZPc_Vc@$rz{@Aeoi26m%#+JC z$(78UC3l=wY*}5W`82X^uFh~9{w)QF3_e{B=V_gmStN2AK&{`_b$F0 zLN^p7bUUV_lw%(fYITnlDT(-{e)QN4WHS?@wz`mdTTWLr@_F@D`qw!++qbG)RP!#T zkGz?9DJggxpVV(V>ul~uDPi8zm!qQ-9 zqSCK4xH{8IC6A%QoUvlS`6F|~Y@q7qY3FH1Yy4k(KIphbM=d&7kCPG`K-2~XJG43L z6EY)d1=9hG;3&@JC@g=fd( z@;ii$12R_I6&Nn(ei4Ma$8x65bPJ>u&F z`30grnKrdM1zRpJ?AtiRi_)wdBNId8RrQP~Ns=#*FljPx{h}CeFjW1;ZB`B+!k_t0 z_EgbW14}@P)Xbtoud-}lFy|I^XmO%nM8bAI4_H;8GmfIU@D46X=Bo2&XGm(EfV_a4 znT9q^o=lPPuftGl1p<60*(b;Rt9#_T`cxz(xRuHZ|!c< zp>Fd||5lVXv}R?0cGdzvD@G140B;zt#-Ekufvs)B#>+>ia2`yZeN4u;_S#WoCG7*s z^428Q1WL8ld@HSpP*a^EBb;>zi@&=jvq)Yg;I#Ook^KDJ;9!o=>Zz<{dup8FJ2|^; zZjG90Gt2&gOe;$g89@x12NQLi&i?PJKJUjb6NfLk$W-kEt2kQMr>6Yf?UQ7OvrTk# z+rmvbP=S;%_TcriL^bkzr2~al9jL3Brrstx>MHGuy_uIRh{Dy~z69lVw7R>y_8Rz7 zlLqVk21Vjj14x{5FbD)7QvYq^`uT3)_tHon;voh;-$YD^4JA2QcR}C9_ZBgf3^>_K z3vhlv5eJG!TS0JpNkZ~#+;tnX;QQFUk-R2fo&pXhP9cGs07iKN;XnKD6l~w#r1AXr zUJvFyq97DcIM;uTY@;AAPq>e*mva!?58jM}1Yz0f{^s^2ZE&BSH)4rn?hxEPXo9;12=4Cg z?gV#tc}?z}xp(H9Z`SwTdW+Rfb)8+i>QwF1r@Pnw*YBX95FHkeWyN`hSaW3k+qI1@ zAqe%=N5;#cG9dP8Hd}?1r2cK+@4N?hzp}N^UGm(7%FV%6G#Y3J&-Jl`K(Dfs$+gxq z5%Ex<3PkX8xD$47d}t8g+|y42$;v(i$A2Yx)u98;hTuEx4EkzV7ndzpgh4#7f0 z)sQ$va$Ganm?v7EVmAI=S5|&!rkS!?C!&n2Ku2>1#+<2_iz-(PRP(K@UZP>paT6I3 z#r3IVj&qdq3gM>M$kTCojB~G_ZOR|o1>KwlpN=3t7fj6)J$)Ci35%JxN^&%68_#tj(t1u5lm>bPdWO((@@)E#$PuRZJ@5adQm_KR6@UEw zQTqEc04MQ|wfLvSyWPLO`bS&9|39b{e>MNB=|4*UX!`fpf3N$Sb2#Yt1Ak)+{By+r zh86+rTK`|z0`I%&|HT&gcizY!Y?1%BcmZYxz%2YLUf|z2DGcx3{)ra=(0u;qM*8m_ z{@O_YFHpk&f*1HNECoP5HohQV~0YC@+D_`UHWc?YJ|DA^N-;e$km8=Yau>+p|$whfDzY~n! zAMc}hH+^T8{7aMHe51c={#N=U$lr-6e{fIUOYhtifD=IJ{qYAa<-P8`^fy@2?=Ie9 zPVW!Eu|L2ozX3{rAv6HsjsF}PfED;Jan1oa{8ya+#*WbZe~j+;Dfw^F{dY#n?-K_Y z|DBP-{O;iYMR5O*!Tzry{T`Kn2K2wfQt02WxWBL&{~eaXz|Qs#lleae^lw1N{{l;4 zVPFHmQs~(U7?@Z%0Bij}U@5;R=pO+M2#3GDp#kFXf6kMLo0FKL69ARTaB&K(Ci;%6At%IVSz9E20C2Z_sZfL9^CJ3k(G zR7%(YXkd1>?=Ua|6MZYkcgKp-`i_^56ebu{I#OLtEd^mu=Lzl0;x7awI~ki_$0p0V zHbZ$zzz3NUSP!Unr#}U}t{~4jn=*X|>UneofN$+wsWn`tM8PgDTUZ@-?6u>5<=E=PDv@T(LPJ|E!{Po^msB$UWC~s0;*6M%LwM*Rq>+!j zC=lgCiP9rzkC%itPYP8As6GEid8mfX0u=SxdS z3Yxg~i||w(Q&$WW#N{lmu7LrbFepP-qz}o^>0h^U+|ThgS_ZyzE?);i^R}l!Ur)?foezYJI}v$pRM)>_C{(-M6GH3wbd$8RKN(3cVg26@Ut3NjAy z(1@I)w+S`EVsKd&itnwf!1c?{>VtzG-I10*h`@!y$*?Q;uVQ>UE&7zh?eEez30)y0m@F<)Zs^Cu3m75m~mju*xcaIz%$FqisYW#)@=AQ3Gq}O z+r2$Mvo*8zORut;)67M5EYqhH>yoc<#FzRdJVg@TjHwNkd%pH=#btnk5T0pNmhh=^kk> z(Dm|&9Zg$)_Cgj{(dtQN=g`1mNHV&XH<)u}#25NCD>Y8^Mxd90@*K#bg4U3lvgr?g zgsO}#bvjb-#$IU`LCDL0|6~K+UnX$Zd`&0H_Oy0=ORd^IC8N8c`E1QpmTA{G0W>zc zr%Se5dxsYTojS--a)5+R!IlRfFormK*P>KrAS|crn|)LvoR@SFq>ey#FEZ zOIN-i1T)*4*)(()DB-UIXL`*J$QV)Hs6e#)C?q&(T<{>`wyaLK+VG65Hdv2aZ|ovF za2n_l4U!@+M0kmZHDJl%7Qf2PE&`zF- z>N7YAjy)!wV(+;la#(au`qq`_nh=dlHoWhlxtd#*-va)P(_9c~yYb=%nHGifUfAYKeb^)$iIK^`2XdGCgz~;4!BWC>pKB%TkllQ_rG^u*8lk)_g`;nENp+? z+W*2}o}|Dybkjo$H@@YY7e@7-`WvJTl%*zo`$9svLHM(e^(ndSzK~k=CZojm^2U}a z9Ad{epuFUc-qymBezs%n-nW>=Lj47Cx4xrit6do~I#(-4)?i5`jMxV4IAOR=N2mH8LF%RXLnVGoDNQN{c$*`M@=?fI z>2K=XvNOkhQceYma3f`XeNb*59UsVOKa!0zR``MRN}Upd8V>JE;nvXCCw;w`Gm5oS zm(1t168{)SpO%EXWn9!#0m%TXqwu{_8#9}Dm?1s-k!UJ%SA3#)$46HttL8{PgAkp2 zgh`nG0N8`jU80EO7vrkpuk0CfngWJDZ!ob&q~O~M=>sir_opJ|&siZp7v)pG#^xU3o?=rIUu zEd9eYoQ-?v9+TpwWW(><6`WFK${kLXsC}QM$f;O%HDqpq@Z*P5Yr} z+z8$;;yXYqLE;&)FeY?O+ehP0<6u0J3Uy&?6v~xJYF2krva+)4dk@2-r;pn0E6Tb) zFV8zR^K=!#$~Q546@9BVEoH9{&(G7Vay)O1?JYWY%}4gyJU-3s3!B|%efDftCFpcI z-dB&?>*Ug_9dAo>VI{>Rf*8|zCBu==Hsx#u)`|q(GRaHE-ThLvMB53*Hx+SKC$yCKx;lS zp3OY$UCqRM3}{F=uLuX8Uo|&P*G)m3e`{(VRktKL11}KGyzhN zmMcXpWt)j__%JHd$*1z-tv4jV$0Y#2WZv@)1Qn0(>MZPj=(R5%gfD7V(#WCN4FVLj zgpkxT3ujp>QvPSzfz-V()uzSf;LM>0=)xNe=miOV1fgO+f){|x%UU=#ysiB>Ha_EX zW0=|26=Insax>bZKV+Vw@ogzi{>v(J#W4&mk=g9Ss+ie_;c(dXGvAM1Ruv~e1*Wqx z84BV|J}H@XVGlZM>EQ!~!{-aZ756UUvD`+~nTSpn(OHt={>NI@FP}8t_<8-SKq~g72)^;04_Tj+`ybm5PF5pO>Ze*PHm$VX3`gZ{X^x1{UzH9m_fD&ZQ^Lo2go8p2)&@X!WseG{?M1Nr#okDAg+V+SNyPXwK+B+R2Q44I%C) z_5#(gjny)#6gge0;798A+tUL|`Bq|Xi4Ngg>fy|j4)g^@gSL(!!A1XVsrMFl8L|bw zLPHyNQ*q*!alFW;@&-b_8Y3x-T8CU3f)|#`4HII~%{WfE&P);3vQ?za`WMusEEkS> z*P!jIqUuK3uj8*u#zJ7^wj3g{6awLug!Xl;CH%lond$~$tgNqjl46`y42%^>5wGw! z7`9JDAljWMA*f!IxpM)G(vNHpeIzv{QMBN-(x1^}-lEgczvT){1A{M<;<{*El?Cw? zrBjLa3`hgI0>)pzD6dK=NYeH*VCwLfF-0b3JkfKNGny_yU~KFkFT!Ag_AM_Stwf_d zjaQj1f%*A#bBHpxFBNVkbDEMER-p2V+}ns1LSt}@cEm6|!47VFzGq!^S%<&uQd2j# zvx0fogj|~lcAkX-XRl&85o9;73ybYF7p(Y-`_1F6t$hq!C867;lj7pnWpjaxeL|{z z%Z-YO!U0)tx2Py&)mM4byUe8k24OFXyVI6XnL?Rx*?2&#I zid^a@auto5B+4(XH?p8Ltd(le$2)VPR}70uDD)XoUhlqAj2!-lfcXnCl)%VO4U>8b za?EL>!V#R9K(DO#(5#ZOHB`6hJ8zRVQ`!w#n#wR`Fy~%EcVaSBk{bf{+NW^}%X!D` z_-Y6m<}u8Kgprx@jTl9BTHtWN2J8af8;)0yR0!lfh0f$Bu^%ch{akAk`Zb^n56gXd z+;!853MO|NBs^~N78#Z|73wK02F%Jmm{W3?jtqP+I-n|fc`P5swe5;9b9@ng)>dus zR_DNw=b*w{d3*iDo#Hx(a@|HCSo%mLpB5qwLu<^rA{He{M}|=*N!pPvfp}HoR0oQu#US7>m{UnX2AMPtQ2?uH z^I6puEqKGHq_xkdjT>>wR$u*~E&%0g7W`;h$*5W2o}hBaE(|Hm>}(Fsoz{Z(l&dz- zo$X%x^L12mZF?K<+iPKa`j`vvWE#|D2Wz@mc8FSERpm(M+O*!+JP@eOuqZb1~rPaaFUo!)NTq%2r<4-lDS|NW;=}Xz~T{cO?LeZ&k*2GilCD z=Q9HXLpeRaY=hUiF)oeK7GrCzL&^rWvx>p9Ev-ijq6LhBqkO8*|+bs`9G~JH^bdCE`aWGh7vpK z*)a6S%(>$jBas>5aZph9Jepv@?~Z8{}F)3O;5zd>Hl`%%RoVZAVs1GH1#Ro~Ke zT+li}BBt}z4Ad7)1GrgFPSHa%$ohm6Hf>5Giv$}ur!)<%zT``Ca%q}qpIfX5k)&;J ziBa~?P8-Wrw4a9C*+D68+@NQ-iqQQjMHiHPcwL z1I>DcoA%W`GgCKBu`~4Z5yGhwpQG$9Lv(XnN`95Dd*Y>}epWg*1;LbbTKR={ADKS- z9iBuT_7IF>rWKzvi) zFix%U8%_Y77S#ye<^tgWCo-ORlx_<@^HpC%<>N=?u0g&v+te=Pms_(N*r1QLL+9P^UT=@(HX%i$Wr+j~GG|CugH5 z`kYdMt+di0>vB||WBS7M)ZB0n*wZLl8y!BhKy(I#lxd;#(^rSuVb~y;3^Q(P|F~@o z1P;EvFG3F)fAOPUo@ZV?fK zA70)tt!eGh_Z>>c4S-!^)MmHf18iSL%@h1G2WA2kcxa@2_W0I~oozRi%2Cshobu9C zl0Zh&fyvEpU=hckTFOy`+kkr&{b+DJwa|Gm&RiWfKf7kBc#@V#^ix1b2jrrd{A`cNML69^XdjSK37Z^>W&ZvR+5Xm2oDTC- z7U{7upPVA@U?+86Npl?r+^=jJTqSA6jgXMr6%68DlkZC?1HAYKPW|EN#RWktU3~O` zw<+>t;M2TD5%6~(X^dbUp+O`ivzbaDzQDcM6n3;-r zg^7lnS676gP*=~{DwRY#!W8lq^>f{4hoOtSfglNb$&ja&C_2dQ2r)75aD4uMP;G_{ZZ?+KBqT7d2NZaV~9f2U=k$g^`sH~h)>m(BqH~Gib->4f*v$a zM%=?pwC*@{C-syBj@cT@^9mOD zXJQ(Gm#m3)9`Gn92q-p`(PNL-uDD3N3gXG4>6Bs0TGP2-m2qaE%n<}?eX||=(_i6F zlAySWg97~%xS*d$87T5NYd(-scY7>o)9J2hMW-IEu5|esjMskb?&l%anaXj0Cb z3W3D9K@_+72zGAlkaVMIHS2d`Hc_Z?zlF)VQ4in(HxS zbQbPoK^A-^EOUqt&05)kT=9U0Htxk!ocCDs!dR#xJ6=@Dj%J37W}4&=imzrUCRB4u zo<5l_yk$-{G`mGBbLdk9`LU=s$&3^U$4DS507JvU?<>`zE)r0cxK9Eagve@l#S6+$ z-xEf%Vp`G2#wRgWpn1%o^V8G?8PW&d^Tt0q!jX#W98PY7Qt^l8wK8o@T24XnusnJd zs$ltH;bHeIB#mL+LUL_a${{qe<<^?%@B_WTu0T8Cd_fvQS!!Pjx+yqsJzkB+qf zEBo~MzVZbIFP2-LZq2z0@*1Oy$1msS?C$6wS|4mZjlc)N(7+|Inb-My*fr@hOw3G7 zP~>2S7ZTVg8bdIRmQP~E-IPWzV>ZG-&t|01DGNdjqt_RcKM2h`aHu#SlcaoHe;P$I zf;)iehcgA~61Ml)b}s{C`i*C2XDwpZY>Ka5Z^*TWkCG4iX$bWF>gRp3n`l?C?)LnN zETQ+cw(o;NtA-+M933zO&w2}spq~%#E9t$49I`A)ja48)76{HD3Z%!o0a(_#83tnmqPa$V3*2sx37 zBVAO|ES3hpkwvsY{xihe0u1;!QRPwDR_>PT2bH{ddw9eqEFl|;iE znJdfXo4{D<5G(^;iiNDAzLRD@l%+rZSWGYhYnLTW=n}0Z-f5ush|pl4+z-Ssj4TUO zf`{f#G0!%NlikfO49$^nO1m8t9+aE?*zT2f%Akf4Uo9L_5hH8K(HDO`gCsUZ_U+M} zi2k#o;1To@D*3pZDsj61+a)}HmOWE`&26BwV_Z#GzUStz1gLLFLYwPpG*~*}F1c`7 zeYG;b1gwoTHfK$lol17nJ=zY%pb0`G z02`VVJh&nwb@(IvkPLtM9EztDdgjRgUDJspn!E&|TU=($qN)4r|b~U>U9*C3S9GHQUPH<5R ziGm!HE?duI%BO&@!O^(L>`fuEGM2wYzQ;2?80=z9joF!q8YVu?GaPcbTH;1aWB(*_ zzm*O?IpKR?Kkj}=G3Qn8IIKl9#_Oac5F3dpD$Zh&%+KQB$f>H*Sj*skd#!87X-PjH zz5noOSb+1SX=x;HC7@ij|I9;r7}lQAwMeaTgF=mOOLz-;63fG2lEK%De_q-_MQ#rd zTgNsO5H)wFS1v%ARyIdp_anDdh04%_ym3nfUL16Gnb*?d;8p?MWh~1Zg0fpsC~&{sEe*=8&pAJ407H`Kd`(c z5L?f!AZ(_N+ZGC!ldm6eyZ40__Pu~{JDn)5qyzq_9_6Wk34|^XRa*9l8x_;g8y9dd zIDTsfTiloxHsAaPLkVh=-i+f8A7!;B5^-iI=PTGa+H(`P!sP&-56>QESO8U^H+G9z z4(8FWRsPcO&4UEW-ZrXzrpvETFfKh-6x&GR9K8_v{*#D8m{P36*6p&}vq?}@0=z;G zeEfy-@iUDf;Sj4tlJw>5U9jAh?ZGV0^nOK4pG0_ z*_4lS;sc!}V<2>-i4=%-`N6-2J#kb)->4TpVJOYT+)d(H8+6y^uZXwm7bP`!0-359J+t}m%c(EFmr=ekfJ=sXk z+`8>E<%vWwB>i_(7GX;2b=mCWa}J!O;;@V*pHxlms1dbXnn50o-XE^`+2*y(xE ztyp^Vl9f<$bI?A4Jq!(_uz#TVJhsFF!ZC?*k6(l24$Mn}yfAC`GV(*6cRzXW(DGKU zfG1BQtXv^I0GJ%-hN@1=a{%$0C=GZoVv6cy(kAp z60DuOauyQM;!c|Q8OK&;7Iir{#P z(tIbXiBn{ndls6Y5z2kD6X34P!^tJ2YDdFC$2@^{_Q*T6-69cTJx9JFLEdD1Q{O#n zV9f#37XIP9E@8O+6SAjP8XOCKf$*!6)SLK_+B;oJEG0>!h^?iwGk zkz?S56}kMEuN-#Z>=Ueo9X`K~={`D&IRENs$~IHG8qk#cN_p+p$iHG%$qDKf$Dn1v z%=(2~?TW@C#F>vhjbWSZf|4Vz@MQuM@mZ)|rEal2ce~|*SoR1JgVA4%IQ3F@H&+0VDElB4=g(23o6BU-@ zXSmh&KK^i;-gaYZ%`1P*3g3o$gO3JAH{%`3OrUW1mETv)p?@Tlr;WxLY0n3ha*i+< zrJEmL6d4OUisuS0`0aNDMipj$*7_=4>`y6_L(o^CqPTL3p+N~C>4Gd&?v@)1i{cP9 z?JTdzaS#XtrH`Ab)&>1U0BehK=k(GnA6)hCB=!>wxLAkE6 zrrP%Kss5)dq)0R2r1)3wED2_|#u(N{Fuq@*X)LhWS4Q%K1STh;PxhRf5c(~$3Jw_vB(z72r0&`YGJd389S7&Cy4HC!2M zrXsP^(7WvFcp+r0?zVE^cA8qt*%UH=cBnnfyE`>6$x9y^uijC(5=AT%p+o()&JhS( z#kgreanWhk&74fh;uHT^KvwYPfV1kflha$Z<~hjoaL8RE%)&5unzfcOKEYV4(u<*9 zy++f-`TZArP-=I!EJxHhhT&%#6jB^hcn$FZlDv*9ZRkj~JpV7Aq)7=8z9N%^0u0uP z-(dNf)}&!pi6M6@D))#pS7Jk$a_^LE?j|eyR55awyD@`$_<51%-6{#8LA^#`!3nkO zyiiQQ1Ad~ox>6pBdexj3&zmuY87^|{p9cPF7N`0A+MA|;6>S;*iBy^HO@s-DE?`Q^ zHcU#p@*cRqgk^)NFn9CXB)9WwLMftV?L$U)QMnn5rl#|y&B3nTvH+J z2=BHSK{&g;jxr9=`-Gu1{}C@&Sd2*l+2vm&y>8VAv_k|PjvUrAu(d6Pu3w6^Pu#hq zsz#8?x9}^C2-57bV{8$v1js)cGFpa+=s0PmjpkzQgU}<~w+a(dW@Jz>lLq)HeqvpS zTGX3@-baq=_8Lur3x=zqu)DRQhkkzYGUdRtVCrS+1)GQe28(8+fX>`G zk~yJ(8)lL3)mO>p9s-e0*Dc3#bn)6SWLXG}axP+rWp9oHcaWzB^~Bc4w4+-G6oB#h3s zy%RfT0J1#zg>2O<9l6{*1Y=S@Mrs_hHM(9EH(;)5x}g~IeDl{TTtV_xF|`?=JdT$; zwuEsua_FnfB!?*2dJ#O`Y7TcNPNTG-P&O4?Fu{fYsrT3(-+pt^s)6S`xqd`GO_TP9 zwZQ#>(AJ{zDeYjBWF&3ya3dHlXfoybGWQ#0{1q#yfPql6wFPcIhbo@dk=+Xm=8#h4 zjybo^vu-)zQ2kmp+fZl=A-3F`#NxJxx_Isezp0W%Ew~R}@9^SFt{(w0*ee;bo!&75 zJE>O*+Nv!Isj1@xZBcuFwhDTUDDbl$+ct^k)=;txH<`$JNaQL=VQ8rfR+$p#46f;5 zG!G~~HbjtAuUa7P3{|vbLbxOU><-cP@)m|CSmDXq2CgDu#Y-HO>o_cVjDRA&;)XWD zJl^!qY%hClYMVjJgKR)RmGEE+_cjfRJn;J529hrq*?MO$`aGorbK+#w(FO|!60t}x za*8EPJ0r=Zj=ic=U;f>rQ5)tjB6|Bv$L^%De6#wvLEK`|O$x*ORtYNzdl^O|yMrs1 zu~0-xPD2@6QZgU84FQWwRzr*73t1hI>n~!GBAkik7}q{Emx!}KRCDQG+rE51GCex7 zl%MC>F~bJGL|O{d6)47rxN?It4fz&4E^OduW$n5`@h?`*L1+O3d7I6R)A249dp_NE z-@uQ(%>Zk;vEr=l=ZKGC- zfb=BTo{k}pQ@@-yuS4JTGodUM7;&P}8hsd1aKM$#sp{2!GL_wUT?&Few=d^{KCQ1; zjT-ZC67o3Br7^-31)m&-{yS93MuHvfY9l+}QPxk$?{>3>qW$L9`$8pf6070lci$v} zaLbHsFXEn*vA~jzrv2#2PTffCqRRTWq zAO^pRO$PL6PWxwAG3GSu<8og#7IJ1{8WWg@ZEV5v)b4m}#hm$`vAAoLx-zXFoYc#pTrE!8tJ zPiW4rD)};BT(vSpp{@9}!*@)&G}^A6;hbZ^aoQJiT&$r!*SA%qe=)^@!wgs$Uz?6U z5ihY)Jn<%_C~I4o>#cbQvR9YnfmJjHa&jt2j*$48J;@Jg8~)IoWjRH}9$Qnr1G(yw z?96?PJ4Y1t*JjNiiv|&>+cDFDyJy-X-6yk7HoKB@aF0;M7LN1b<>p+f*lSme+U7A0 zDnsDxqTV7USIkwW2^^t&%H1v&}c5-|O4OjbK1kL8br>A|i1!Y&8` zRg6f_w@A2CZPu?XuUBuDs@ZBo(i)XJ~=c87NhH((7* zD)?d2^){)W7#c_+&z-2Rdfoh4ebO$vrL9QMe;ir47GibNMJCyQS`U83wOd1O+4H(f z=uOx&P*w}*>%+0+;S4DR0m?YZ8m0_SbRN?*5fRDt6aH!Vks)vngQ>;ZP6sb2a0yHN znL-?cTiv#^1x{xY=z7S`aK&Znu0#GFuE%_H5ovw%IKYCCp)SG2s-t_TN`COI!*&kvqFA<5!O`!D?W+F5hYH@Oe~Ps{r`+gyfV`*=o1 z?b$^!>YYbgR^#9B%scGJDC$$d!W%*O;|JB%wk7z4OUCHgo&y2<;9=ls`!cl-+~|eK z-@ieO`k-0=$3z@RmWh#ootc4_gYkE= zn1ZpRt+Runu_FODH^J}h^FIm<1ivLBfGSo3Hh_NxKnb8t__M@L@UDD$uLDQ}n13G! zB%X-)DuF-10l-^t~GMq-M9-1I-(zZ?FU4fosZcV0I$AlHYP z{f`d*s9+>u{-Z;H{d*P=Aio=svu)$#2oN{C+W~6C9BiHKe*5@i0{(bSr$|7jAI_BY4IByR6ah{YogADEo#fta0lwb_CV!L(82*t6u3-C~ z2v5Mo`e#0pv5nF1ssB9*|Go(C$^7qLoeiAa?EsnR?<0GcpZq0?P;|F8u(kR(v5$li zpnG#CcN%ek?YsI0(22f{)4Mmo3I9XrqhzaWV{T|`WK6*FdoKSq5&yT@@9}67u>7%X ze@pZKUGvvy|KoW6IcgyZ;rFiJ2mda1_+xtiJT<^EC0j8GVQGCk0=j>U`+d}^fKZ@+ zKUaW-qPwG$v9*Mai7f%kd(zkYa=o|zOIQRDyZl+NO7L6u0x)@B=YP!Z?`D6ESJuJE z*umV!lz`$NT~Y#EDj1uZ1CkZp2`B^rYhwIfrRZ#DXJu^tp6LH?>-D?CzdZhRQhyEV z&r!-Q;M4(vfIpYc2_VK`c$aqkr37K+V0t(HhqMVGDg(Uy zOWMT1@P7DxhE$EsP0gGLn136n{V8w&sEh!I{}6w?hv9Ea!GB!j@0|gzG=_I66VvZY z{M`{CyUv)AfaT9C^k8QzpL%CV1~nciPDaNMLP!F{$fo}B*ht`a0B7* zDtz{{CAD+mYOO$V*~-}#)~>4cHu%SNOLGuMxl}akw1*l}CU1_ryI}i!kBhdRvZowx zZ<%k;XO5?>Ap9Tn@LYhEew_VOS;T*f0P<~!YZ_cUJ5Tm*wgM(cC$_G3q##Lbar=Tm z>xRLP;_>4BqB`5sPs|;B2jaaJrxVKIPTuh>hUha{#;$e7vag!;1L0ifP*kuh;Mtgh z3gLp=)n^~;3hUInM;6$QuwwkcZD(Xy6Ns@ze0lY(p>I6@u!zSpR`*aL4mwVRptMAsj)A^J0hf35BULT7pi0(#nj?PM# zlH{JU377dFHasmevRS(--st5~!lcTXTP#CGn3FE1VZ?-vw?7}VN#i}v7`VB5m>fQG z=B5SibTFiWAgk#U3;LkphYo$zAv7fL7ibaF3N-uTw2dFALrWQrF4BeA8jXB|E*?DQ z9EG$n_SrNh?1@Y@P9#|E^11v#eG_%xutPVO{SG4yEfcsuNCBX4^=93ED>J&<%X%38 zfvmOhP-6X1h5iO=_4Zb`iG*Hw;%l^Vz|VLw*Le&Ff_{P+4zq~xKe#I)-(n_h8H3HVeGr<&%pZH+jy8DSN#F%=rWBke7X@~~^TD1_QH1rcK5S?Wy@hA|zlylu+HE%iI-f#N}<}u|EGXvYV z+)p(zDF~(}OVMI$z9S~)HPw==rOxVAtCKZ)+?b-vV$ntmd6A7wJI22Xdd&3t_ejn7 zwVti`zhxMHG%S>pd~z~^sugd;p%P3?L(-Tc&6OQCFQg8U-*YhP9+t67JnV{en@Ql+yspqaM;}LQ`9+#g@*& z!4h8;H+KB}`!}668beaPURK9&3yPFiN&5UTTbKDFk{ic@#CcZ|5BG(JA}7#CaB7K>f_cg%#h%hN z_1L4kbPW_Z9FnS)`X=8@3N#cs(RCRhG7WWBC}O~2z_cXyb|>Y3rE#om!2M!eY}Q{9 zy>+oV<+SNyYi>=~4&mrxaba8Nzp^VoY6uh~&vlqq3YS0$K=TLlOkw(2{NtCK@R>n1 zFfsiKCRvABFeMg{X-dSDRAjI!N2Dv+EV*OQ0(1lLd7RSra^K_4j|#)q#M`u+pDg6$ zBkJ&c;vrSti@ogIiw5f>BgNEGL&Y?CZr`ng>e=_A`WYS8dYb7_S z*>|YCez5ne?jPN)9yg1qffpC6Nl1i&Yo@fkT=#9KY^N9->N|9)l;L}-@VN-{%@yK1 z9`u*b#FS0N(9FiDUmNB>R(idtW$-S>8qs6!Vs62T26SdIL4uEc2;R2ahSQ|<79~HD za+-juLC3J#GLzM{s`TYB*w}!U+q!V^+z7~K;he!jQl7Ut~~hJ z{CUzcsUJGCPGRMmN0O%H*HeqClFI{3u|nViG2Z*3ynFCG`7Q*`k@Ec%fT!u|*=7yS zrkVb#6AM%@qD2>nyw@UYavs;_9TTuKo0~d9*QTaYv9EpBVznTRS|7Zz6*S=y!xm~qSNXW53M$)4=ZNO^vdKJ67XJAYoary%4( zmxPVS`&1QZVYTW574>xBL^a!xX|W>9Qn#e>typ8Wv=M+piK`TM);V%N&S(Xf{b!;D@spkmVy=xha26-Ss=CVKP;p!Wu3Qj`O1}3yMB}Z@jTC$2`!b4Wn&kJ3+wax;x@;WH{Yt zb$tBDU)UUCCCb4l9q^9>fEy6;0xbxc98l)EJcB{SgSd+bc_##*zc{YS>VynugBkzm zP@U2w^nC%(^N~vW1q(#16|{5~=()*pkA6>VlqC$4M&xm6zui9piEGv^!w&EB5xZwu zkJk(4%Lj-}@^kziK|C^_tv4JFEO(B}%!U$-Px_Qret1^v!DmG42pgFk-`;dcn5vjA z&9?V`ekkJ$)OiE_65hm1gtRD}wnF?ou&qlB5+`&V#T=v&Q-;@S9`w-*pF_6O9Vx(? zEhFAJ&5@DetEelq_&w07U&Y*u9nW#l@??bP29O)l8nJVav<{)q?pCAr3RI=^dWmfm z2g60`z~O*c5i$IT*-7G0koBSpG0ijIX1g6%`T2;2u`W>c&nmHr+YVDQZ4x$Q>*R0U zi4GO^dk^kjz`A|Q4>qqFuQad70qm7uE<3hMR}i}5SIJ)glh z_|jKsz>fog0-G`ds9%WFP{*L+i9#7!BlbVyr@5I`89PYk5mXUPAvf|c2A}XmUI<`7PcPk;ngwR zjnkcINAgC+lrYGOZmGPh(g(EH&tG7CSn#*bw$66n{Ms{pd=ak5ACf_3iV&9qeeH7T z$+$_lDW9e86VIE}2+Kc;RTgi_U#MT;YJa7btXG@QhBjP&_yl-2;r+009l6NhMURc}oMHi} zi=PJN0U8u&jGHK`G&tlBS`4m&Z=g`!pIf6Vb}eC{LU~5oqfA^dkOne4I@^Pu_M}%d zPgaQC$XbMS<}1XG$nMGG_Bhof@G_(V19H-j$Y2^m2A9IH$zRjk*)Bf}Zma>Ph^H0p zVO4IiisJps2x#x{8uP0-Bp)TaPl)J$nep2T#UC%=eQr7K zJ~PETG7YlMmO1OG;E}hx)SC&D$=G8wy!Mah56*UT_b@L#&^l=fTT+=8t38rJu9Z{e zl9xOi3Kt36?eTKVX_WPqC4Jp4WJMecAW6&9y>ZLw(saw{6X2xg0w?*>hR1|LHqV!+ zVIDpT8*inVW^eD6|I_WY4%S%Lqxc|q8o5wbXthVI)|rH%xT&eiplt-5TD`?d9`#Gs z;U4+XwiaA#ahBw~URe=(qlcusw|8TH#`Q(MqypA_xpu0&!z-AicWbXfwZJtS^Cor1 zoyW=@gtcXIw}Va823i+E61HWOWt3)=&aYZgT#QIze8ZUoLt%P5ue6U5_??1v^2t`r zhmieOi=zGnK;CtPWTNB-9g+I9*9p=aQTF5w6`RW=2p2WTm26*SqkE=0j8n$a$G9EI zaEX)L3(D*2>XyRwk!>pz)*MzN>eZ$W_`jBz=lVP@X*`$y@GTusHhLu@iWj*OVcJ~h z-T&@3$8%wLM|c_+mMV_xQ`{isZY~WjHHt8`q9@8z?(%M zb14aPb1sb?U*x?4ER6F5l!cB8)y+L1sP=KQDvQeUy){^*oei9c-~WW_B@vsf3?y06pymBCN z-cV+iO~YlJ4^&lkRo8P=U8-OZ)eqah?EYM(NKy&i*&Z@E2U z?lkL!^&&R^?JVs2gBea`A`LY&8TvN)_8!^@-9QZ0P>5PCx9ku(OnfC(DnJQHVr_uXE>Fl`LqL{#D~YF#@mF{V!zu%Xh_5cT(13u9Y=MiEG;zF zP`aW1;pI?*)(Whm`EQu!Ivsa7TId;4AaxypW%jl)*isdu%N0{AT9r1-$R|eOy zm=(jJ5pNOSGSKtO3Z<#9)Gn&wxlU^pAx?Rn4^Ke~8y@%FppBKyts&Q5G?^XF-tz55 zGN->hC)U)zwqbd0s{KFIy#-WNVYe>41r!tz5R_&EN{WDl^hTsxx=Wr99KIEPQVrDY4nLmY0i&H(m?dcM`ed@hs2aLTjebiswf_cp^5ik!C|IZ?RdKR`! z%8?EvWay#QDA?h2EcVXWDdzx=t^sRTyjbogCgTc)Mf`@xy_^u) zjnL~@IK!Z86E}?F4;2h(qk53rmtpdw;tH$pU2O(inF)NQ$L}xEjoiIBc7*B!QsYU> zcp5?LCjxS1jSj6PN4!ZPj&HXdpAYfQ`>=d`mOn^%aDfv3rGty|tU)exWCeo<7Lh-< z9Wy21x%c+1xtgDpzJ#4DeAF@Q=oC?}*!$%XhT@!5cj<$C)8r1~gS(y$=}XSpHUrxj zmP0vl>Wqw;(qm3?+i!$DJ?{k03$P_-Nyy&m_+gSJuQ@-xEyTrG5U1u+D9+?paLi+SQt9yb6;NK$Y81leX(s-zPl? zmk>>PC%L&Vq-8vz@OxdOdqRh!MI8Vkfup@)D77A%V-KGAQsbE4XSj0Az003Bx=KoM za86cSGw2{99AFf@hfw!CzbAa%{AEQkFEP5K$o0zMsd?lUx)_IZ0xm%i+|J#N-}LV~ z;e)n9%>#}0^v52!K3qK%gN!V@RV<$tTG&R;WrGzd`;n%Oi_N_651xXSGC05L%nWT z@w!3%b1i`---Nk&a$wPE>El7(NZh}RQd@$n=?W}{ZURiOJF?dVE;!5SCqs-xBH!_i z9`^k)3u+T?9_(F_>d_04EL2QlO3_Vn=+hKsfBJGdbNih0o1F2_*76gx6nPEd3M^J~ z1q#8kiGDWO<;hPLc`&Z-Qvc0R{zK5 z+Qa&_%J505a2em0r{J{E;ErgSv>~loZQjVY+QjdELb6eTqR+Wqa{Ip%Y$YasSnTjL zXnWO@aF?d9NIKLwGzNZ}$^86;YQ>JVoBqj1D~H0LGJm})cunuRaq1ey#)h6UAA5ee za@{hDOx@+{{hr*$m{5mDhF(Dy$ow-mL&2q#(dEZfTE+f54=?9eVXR%sPp&#QYxD)> zj93#41Pe;MRQIWRYblI7l&u@4tfBFh&ughWPhKxjOYN8A7!A9co+mYM^Ll-%v&Akt zVJrH+DM>P_^{Qz74NgW3XV22g`?_Prm!xC-$3GhOMFp7G*0bNqkGm2pf4pqtW-N@# zu&aqa%EQ)sRmnc2Gwjao<`Rp{`&-Xi9k|S}r!(7KQnTMIbYA1qu zo8(kGOx#F{1Uizwhor>9ic)z5&6I_A95G*>bveGuU8$bDhI?Co)|~k3{JOg*>?ogn zX)r@(J8){cg_^u~H*S7c$zcqW(c3tpzkZRMsGs1P)_qxFt^N*!!yJGV=$Hr?1D+UE z*b<+NcJ4N93{)$1Z$&g#)ZBq(_}2t}bbKEDxT`G9A|l+lP)U61NX!i1J-OB}$p z?9ShCL->xj4e=i`hPM>UE#{Bx8=-aEJx>Qva>)O4yaHV${@*R3ZrP>(B0<2$28fP- z%LnLuX*O?R#rm}G^?-a@*e;>l8N+vwtwHLu@9_Q+Df+ab-{4n6?cZHb44VFYPt6?6 z#m!&Cx}dPB=G>V=%k81-wt2zXZj%)GNcp=}^CG>!u1x(mVj;qv5uQQMDY@U5Jg~~3 zw{h2(r0w?tr8%BV4t)HcpQUMnzA0QdhiHTYY-kv${VkJQ<^L z7)>5c$>T>?U&8PyKHmet5*Idf|KS4PvX}qQn*D=a`cJ!laNe>j|I)^a{kD79e@`DP z&RaGWNfrGkeXNkpv;OV=?aT)2;k(SCA9x#13(TgROjOEG@78n-TUE_k)mc~V?%|{H zhY+e-Kfe2vIu9dAlmP9n5Zv!O+6pWEDGf%@ySK_;T2OIoP@jEV2dOrEpPs!j)|WW^ z(CBfN@a*d!7vtai?2X_4^c-(PAdq1tH8t^@2owlJ1|1VGzW{uM>5l;avQxq!kS44k z90-IJbqN&$>GAome2lwydG?owhi7PPV06^!WM{I@W&c5voVT~PtE;P#Q8vAbuPFWV z=hI~-{Ram>Mgr7{S_69->FLv)6>WA;kB^giofw&zET=22?Ck7{ii$4P5)%^SQuv7p z2pkuhe20b<_dalORXJ^s^(xMaX*am3(0(;CF~LlFXoM@fK2>3np=^{cQF>YMMd;^Lspi^)*B|QrIvdY6%|(VzjR)O&sz`?5!pI9Wz#j(*XPZuSKFp% zW*SOMW4c!q7h7)*WglgglU7nYrq^Xb>e-|nFq1Ew5ua&jDHiiGbBaG{mPwzjtL zrM8hbLzUUO9xJP>gY3bhl1}y^zM3$D9+lp_WeV{N9f5o7oq2cg7j*y((%EV-RaFEK0 zDi#fHU|}k}-Sdt8D6qeh;tVdN6?G(|pn&J@3SSa+b6sk^Pm=Rlo+LahY(-3!p5O>; z+69k*fPjRA_pEGacsM^M?M072I?fPi=~G|fZ#f=wyE_*T(5@{&}?kS--=hec24|%w`x%v2p zA)kdK#qqOxb*!m(o+>lO=r)(XM_7@N?t+^u)AdruxNVOW4Z@#ra&yPWidk9h;+vQ_ zddy46$Y5Dn4(|-eY&!BrqA#Cj9zXZ$6R zGLd%tu&T0hh_xXgR?z!oa((DgCeCb`363WXBGqWgqN(GFoTuj%zM6)M3s*xjEL8WM zUVKlF3=rG|rWemO#mhZp3N?oD>8fnzbAo?(e&@Js9kl}@;(2j0xRthx#>~R_{CPe_ zwxXHsnZHmFP9i4{Ebm)3_K*F>o0M0-q5Q5tz^0jhoYV~kLfr5abA-(9q9hM{k%R-b z74w!we=tLIB&x2aW)QKrw^taD^~9zlocsvu^YZ5AAKi?U!3`1I0pash-3*dE#^U_k z_04ZZ%cf`vFbm>pM77=Wr@%mTY$d(mdt=2q(l2miePKb*cQytyIZzrzOZ3gnH_rO{ zo{$O>FFvoeH&bn~$9Wmn0wT_+5c6O!d$CbR<*Lg*Sp$-@#4cqL|l71ZMfC^(5q(xSypfMhHC_M zD<|a>TQl){?^f9CB>s75F(fh(Uw$T~Rd(qT6Bic&Gh0`A{Tk9RH8t0Ag;b8EmpmUTQlR%QWtu6Btey4MKmimTgj5A2N+4VSNByaCdiTg810% z_U2|f-0a&Ah9CXe5+oE96eJ`G^-E!%*a+H=z-E>9^P-twEY_eJxSp-S7+WsMI8c=) zM(QOOZ%Rr>1T>e2?I*7nVi8@_f9KhAlCKvc4+zId6ZmuWfxa^)4vXlHV^QL3sVvyM zSy_2sY50tjGe*p~msWT>??^^lJ1ICqzX7M1)7Zwq8xa{9$sscv8*4YxG}Hp5`?DMe zp=D@vx|rpmF;B%~BO{}khv>s_AzAzesou^FSH0jyo79N4t4(#5s`SA3> zas?|lXYP?HCHB4T?K=BaDgW-kU7W&#g5iRY%F*L@0ZzPm6mBfXJM^>@B7S~;rbWjm zCzTZygBaz$vusox9MLHTy-c3WoHaYuF+%OX?sizB8pB>D)d(mLa=ftp+QB zR73abENNBI+XS%bo;`bO;I^NUwh~32g90}wqwNqkG6Jo&t*6R^NuXQZ-K+K_zOU9d zXh=SPGFy%%{l@uw zem2N?1TD9c)Y=)TNi#6#HI;FG=tJQamzYR;`qn04#Akc;;R|NxfsWRlw=G^f6E7>L zL(<3Q77o*KqKK!m+nv?nsRmb+V+`E(D;T6XCtniIzkI_ zHsptzn|&+4ObVOt=JOa?>4=I3?7)X@CQkUL@r}ZC*^dtvg{`030=vTDadUn3kfQQw zn}~yu_s+cMDY;dH(ia7bmN!<6@Rz(l+vWxaUMFsEkC$+%|0pPU-k6@^<`ExHZay=i zJw7(3Xlyl8ZC4Ad$oP@aCF;!11U8?{%*2F5%f;!wiM0Q&epY~R3px(P%6Ln1l|C;_ z#seFXLjlcP{_HFz^}uRwIE;gn^Rrw?M1G0Jb*le7d~0oI6vM-bWjQ8;HsHXr^)v=~S=PuE*!q zKYp;PehOam+ue3{amlUZU}yhIYg!nYP8%>KAM%~ur0+*gVgjb~!pz3lkGFpPkzMQbyC+H2zqqnr@Oeqe4|z zR~NWdFW9Hu+0PuXnb8dOQ2Pj${i$2#=Ton9?JBLN#WH{X#hvh?)0923%391XnH=mW z3r_wjRwkKE0R;F7K@lx}fj=zr3AyZ7T8U&PW|pn3Ev&svRD9qheX8u;V3D?|V&$~R zTt>&p$jGQx+l&aMC>R9^grY~jS;A^TNcwC(H@p%ZxdAPKbbi2mj0cd z)8Ez>Ap7wNLodcn`Ac)wNw&qCC?kD+p9H1vUm8MHiTNZg57)O|UU4oQ5QYb~* z_DLFV`)O4k3B1p3`9mvb7Qd80?s<6u{N)P6j)zj%lZZvEE?DLJu%d?~zUQhtk|B?r znVUCSU0NIi?;cUYUgKQpR8>?c=*=wz@Z~Y&G=l1fVgKo_-Mzh6C+>6C*Vn-3K8(;0 z58t<0Pu*hY=kJO5o}NxMRiDK>$;!31;xcG@=^SxI8SahZLy>^ODFlPT+8NXH;p@q; zaIfhAA(IA|79tTF)#J6_$lbx3WBo)t`ot=SGTc-55 z=k9}m-*a;m(^$g+2%m4mb8|3p=6qh>U+h^we-1j1`wyB|0P-GPHB7Z?PEI2JK`S~0 z5`PDN2LdsE?E!)K5aU825dC}qtB(z0mosZ?c_}INf#bQ;(MczlbZ~ka5fb9Ibaw{) zvfQ^`#K!*q>EYqKDx$GXN5+_tS#@?=+MK*RQ)hD!H!1WOdyI^XbgmvE5Uv4lgl0b< z9UX;*VY$Hs1yj8VmBENEjM-sbU0szn^K(N(kBEu$l^GdC*x1>{JNCuf8=Xkz*HZ{L z=AFQmqV0Q3EgkIyJal2+PwL7{%+1X;H8mwAB`qy?HV}BYhAsyN@Rxk6cOXq8y~ZA4 zVPTe&r8M;Prod6t(a|xl&}5DqZt?Mf7{(2XffeYHEhC2ZG&MnP7FXQq|5AYvZ!Kps z0;y_|U;gg~d$*yX;nss+S8O-ijS&ldst`y}#AfxuBvdKoZ1QuSfFdCZgi@fjW2EBo znu14G1Dnl)b-_pl1R{Y2fB9l{o+T44{U)0k4f6V3P=r~!7y2=bUMP=_+UW%ZqWH!` zW*ppu0J<)ChTAc4rzw^SmSgeWl>TBFhhAta^HfR)6XNq87i#SK#l?4NdB>vv`}A~H z@miGB@tO2T;1>U${jl>!o%wkdn63T^ zCF~=qsgm-!bI#|IHI?SUypmo)#5^YH2e^_0XZcsf0NZ1gfxc~ zZ!ddA32Pm4y~Jn>Je0SwKu1STMZcX2)|x>|Tysz*xGYr<(SM2yr9R)3sxJ`~JjzqL z9qyAQVePiiYvKF$M%%Rcn0FxY8bLUAPWk3aDV|dBC6)|oqj+OYCl*iG@3GkIh zL8L+ZwMeh=*U!O&Ph6j$kdgHWDCa9vQBiT=;^QkRE5AQ@5laL`bCjvNbN0tV>cNq(o$1UushxwZE!zTj3)9RYzqtx?T&mZ{{8#+4FfkfH!-n$ z*emPnsr(;?7PQnow5vGo&QSnSdE&u{-0!uGjg9zpMCYGB8s(-6Z{NOEQzI0}5(x?q zH)e^6jdlC*f!HHXF4w}^y11ky7mtL5gy4awu`#WHyiNo@om@N+<5;?y#gx4xu5};> zjcFc-6A;Lg&Uyr;%l_Ok9Io-pK6nNk;`&B_LgIHZLORUZ%a#ye}vw!;lK(FjEM^-;m{R90M&rjr;~G#g+m~* z-Sr4p#6fyhRh4B@T%4Mxr-0Mzot+&3xk&0f!s{;EK&0ua_r*b%*=Qm9F+HIXt*xzK z(s~VU03%@rp-ytRmV(01cWoh`Nx1+UAEJ^X+JXMzOR6wD^12;USSRB4K+3GOb@-y9 zFD)%i{7}q~?q0R5E+`1icn^S(9B)Bxr&tPTR_8UT)R!sp>szHk`*+Eom;B`91cWYn z73MKAw0!O-OgE#Uge)X{ZZI8HTxdkGa>OjwRrWmAOx<(j;mde=G4R3N-QC*S8W;^v z&xQ>ZyFyBsL`}E7)R*tr6t_1fp)%3!McEFDnENyxvhJO7I5RB3Wg~%9CEU2svgN~^ zZIS~UPIfir_YW!irPeSYmfxBX8=ITK5fR}0{9T)@vPo56)ll;Ia=y_(0Ois1Vj2tX1zHY| z2r48b#P+RceB1>jR2blg>3Gg!sXl>D2|10S+r0HF&q|2|S_C45)*cApDSP|UpyQ37 zr3lK;bdMNdrGjoQB3aNiREWeIeUIw8IuHW|sYg(3hvFowCSJkOqbae)mytT6$pd9M zGbg9LxtZ$43)!~ek&$PrAI1owS)4jT@W`_{3(aF6q)^67>U$6n5>8J~cT-dWr{`x^ zSr=kp)3F8>BG%T7Z?B`Y3IJ+uuVq$8aU2Dr z|Iioy({WQVTan?NfLkFaOk(hN34>7aU34iO42Ta8TD!Qia&$yQ#818$Op`YFpoWel zJo4m_-)R~Zxzh2keBqJN(XD%Gr0xFmo-zuPT{O{@aa``w;MbeV?}tS!Ea>k`Qa^p# z#@JuGoVhNh)8!!lTo)lapDcEJ0}AcGQkpRqI(ew}e+(-|0szh#(S)F9U{H`#R8XK& z{h$hkUcHbFA@u%sxT7>Xu7VskD>lmV^2L5*oNTGnwknv{If9Z?%Oej}v35oQDHb_G z`W{E8r!Id9o;=~@`;OQzj?;CDFmjR2~ zH^?ERU^QOE^O1zpgw0BBE#o+979sbTABgZC(V!`ip14OVeSb2M(>_200+O3c2ZPP^ z_eXdSMuF%*SS3Za4c$yqKo%Z(ym({!4|CH*;0p%`AwZKoJUsyj7$8miAa{7v9(EJ- zXl1RL9=Y_aqWT`(yu7q@bn@FTa^;dkf`as02snUys-U0%w9-BC$_fPKsY5gYl-Q;r zYjZaSDdd?z$m{Cd-@N%f(qUs}mR_&#Ql@fiIx?39A2TpAvT^^yZbxT8^rJ}Oj_&Cr z?HH?+KGNj^h+l6^t?xga9niEv1&C z{bAe>M76bh>CJv>H02q^JW>)TGQz{@Z0bs1_J-q_n3&+;MEw5!#%n*bre<=Xb8>RB zxw(1djs}P}&i<}TOG&*mG!*ZM@Bzs0H{gJDmuc&K*Sz%?wrn`-S?@ryXjozN7|~Lz z<#TM@+#Acw!l<{NoKgZB8XD0>dTnnzdcLho4sdSPZ;jnOjIfBjJo+xbP2KGG@85qU zrQkS2Mb`?C_{H}*gwQJzsp5_uPF<2A`ei_D6cwXnX#XA_K3Hzvhqc;k?8%aUDUFdv zIwr4En-CZeAD*NjL#x6=OMcjh70!@uiunB@4JS#YJW)Jlg&8M&?m(}3QfdVj5%Y!y zX>TKhJbLVI8ony0$g-eA;w^xoSnh}j3=AB8t*xy+@r?U~irJYiKZ!-KJvj@azsJe~ z1LVN+`Z^b{*N$P!?f1KByxaa<^g^17^3q60L>_Ige#n%=tv@UbUv;cAPfZ+wI-BiN?sqwuBw?h>gISJ z=qvG^DBzAk{w`+%$bo_3&!0bL07#LOs^!w^Ov#JWX0H3+-T*Qv6K&$1O$21b-qr@{-7!du0CWLyqY2@5z zlzhQbw`22Wrz^k@42)WN5kT9*Z*K3TgR=aTjV-E{bS7VQc6Jsl-r(RMwMrm@)pA2& zeR4b%3T&ZJF<4xm&yR?pU^yC1F7Spx zDDV5ioBL|m#M0klFyX)r!kpiF?zM0+2qnlRM}w39L$rE6aMk=Aj@E`AfFT-;ym_yX zhdT3Yr$is2cRE_lPeG(YYg)sIh!`3g0zMESAt5+wvvn?9uU>_yOw%tdOHvT5gzL4h z)TH+XA~jki&_UYOwnD%g)vREA_Usuq_XHU2+}!oa?)1BuK!j^X6iw;R?s!XhBytH~ z0D0=}eojv>Q7~E>h>D5|D4+E7bmY`sOH-K*4}Y_`k%~xLL44@IydOS%*w)r|X#z%L z+Zdsty1Fa(uLsF8=wMnjncL3qMn*=ar~NbO-SK1m)(+*oX$lYpMLfz{es?>?B3vRU zV1IzSa{vDQ$IA~X`02m?2`A^HRs9eY!SH<=UkV;sx1e+xf(tPYY(fAk324t~%F_Fb zi;Kd-!pJ$qQ}@312A;x#+D8bhg$QVv?c!1;m0jz+t7&4AORr*w3sn+t1}6UadYga- zxh!Kif~4gnyvfWi&AHK(-)Ecu@gdwmmY1=M9tO@k*T57q2Gd`~g{tPv7@bWtV9csY z0#&EZ(;65!)fhymLM0$xEu!E2|f)7@!0Fn%2Nyx-2@$*mU= z@{UiRBA=lut?z+$_wJwfYt3eFELUk(aBCgf-;{>1}2BoN=*-?y=`8Na30jvA%1AKbrBOn#H@rl1gc`}+hNl!AgcE0QgO&W3P1@|^t{ zgk=3cb-Q{>I8g4D>y|zFRX1)R04F0O0~@Z)4?O(#_LA@4&*2?V0Re%!+S-3c5Ry7L zh8J}M7pz)w-(RiPZ_fLB}EL0tDfLoCw(6*zyn@zCb+va6_@U9BNcE~80A^lRRu&j24p_p*)4`b;OWT#HsVUjSS6~{m z^Yh-OrV>S}0NxIX`e$?iB33YUVw*;p`$I{GnaIai08JIi0^{o zcu13m8X9gl3LG2}QPDF5f@qr$BM^ZrkvqKV{g;QPGp4EcUoLn?Lj!h_ zg{6d*!my*c*9Qc-+veEe>8L&%z{=R#{y2RG$ONQ_;@;)^qQkgGc&W-uYE#8Ljwal z_GaryNlDwjTM@vizGnpJDfuaXs6!fIbyQ!t9l-j&$yAz;e*g023vdnT=;++tFMt~m zszR|OEYeVAlhb!II#Dsx9fI_TnNpe%2fz+KcravMv9s9J2aZm5|~M z-0u1-j`*ifNXLvRu?Yc~TY6?MOQlyYUi6NRs+ej3sB$S|ByA@RE&t-qsWAGjlb)EE zI9I~|?%lgEoxfdxK_7IAeyrp{4^(<7NRP+BWg6 zOTE*P{#gqa)Fy31F%Ru}*Fm7X*Lo94KDYPw%H}JF%TOaV<)lK*+~-HnPNAt`SU5=M zLH!>467XeBR=Z-@mVuLcYcKgYJUzPvZ&DtuXxgSB4}=lx{=f&IMgTo8CDm1G)crHbub$VSo z=S}YN49$n`cdxl`=CC>DudAp>S(a_oz^U-5c?iGb0b-0zoBG%H?b)3h!IPVkJ|Q3i zE@eZL*h0K4YDnCrN9XslArL;m6bcG9Ha4bG4Bc?sjSr1l!qd@sP6MlKanWvl8K8Lj z`ucV}WeX6`W`VS4Yxa~FtOudf((GmKw3f^ zlZO5Ik=d5rGg?{-n8!q4A2S1kB=YhoLoOQS>wP}qWE|u%T*LK+zvSQ`074$wtaHFf zP5n;2zI%@f_AFNgXN4KzxRXLzT4F0C3Rws`tcw6P`P?pNUsF0W;L|7Ti66doP#CrRTVoO)G1sB( z;5m=86QX|VP=;LaEO5k6_UD1%%in*q>n$oO`sR%vfUp2SgB7l=r6pZ*9+7EKq4^@N z+uzR*1qH=)VnGWR>VWhTcjh*%+U_Ftbri5Bo}Qk7Y*?GmcLvD{J5#|*9NgTdODe4$ zGmapvxF2KIC`b zf!q&z1Z78uzcc}e>RfpWIfy)^BWuYZ@m9Z=K{&<3#l@AJTVAe=lp=?j(Os>H8uhA& zZAkQ{htU@JNCuM9fg8X ze|(Om3aTKS(19p7UVscU2!)XSBH!DKLOu~-04;z1Naibt05qjFFngo0xW{8%Me55= zgy2ST9jy}&gmoE6mZM{NRn;l59YHj3Di~AeYYXYVb?DFGpVrXu803vKfHw^UpY|)j z3j^Rpbtu7rhlmv|pvXIczYBcRrOHga<@U@;6vC?XKbg%RB1M}aWhH|0_oDzj!@-1n zpx)JRTm^*FXFM0)#I#%Z+ zrN*%TxL&Mk*$rxbRpUX0NK>)GVqa)Euk{d<08XU8zaL6Wd>;#o-}N9(eU%DUDC};g zaLtukhRbuhm{|3YeBkIrN{0Y~LCp#SSxf-xFaxhhRZb`3lW@Df1X)~MNG+rO)qTDH zC%b!xv&q%ow}cn42JEUV<_EU`6F`AG_Sh4Xl6IDs6g4#&R}j2ZRO9+iys>XlJFMZfsp~uj{F38A_mTk1x_UFufI5dw zdvQk2n`xHAU*}9N&3X>M5SUl;I1KpGaXi|Gno7(2?w4g!{ACc%cFyLuh1^*r$@{j@#+CD@00dFKzG4fBs$B8| z;S2lGV2gl2L)F%FC}v{+GbLW_$=ZC6Ubd|VM&3u(0A*SY!CTc^<11P7zB;v!Tdfe% zB7KB2+uyraqY(IaplJyB10Xs|N+P>Prk8nndA;dQ@Im~*YY~_QOa|k4ZPLYoY(pj2 z_SJYO;Z-j1Isn)5B0rZwskWp5ME&$`j$dCXJ8HfVDDkpQeRaWC@Ep3Lljd6MwBci} z_O@cb7GMT>iD{RA_iv`RUmmi61Jr-DSXA%rrFuB~TZ$#_xo={L_{UionY8Gfl5yqZ zH7Dh0h541in62We=Mm=LDO9zyo@K=CUAkTZ%qS#SnxY_I@J(vA>mp%0jOMEMtmX#s z@q5NWMs~;UY|7h^XAgP- zg3P^6yhc#A{FIe-U~VpDcA>=!#l6~Q9)=X{3GQS$aWnfHzeDFYJ3w_J=`Pvxzp2+R zmv`gxujD_RFkDrhPUh0vvCV&o$?!dYIPx~GuCTg(vTiR>e~Yi&I7^XzZrV1~jb5>T za-uMQdO9z3#7$KJ+ECSQBfM$fk<>3J<-L3tKVO_ZrEZ~Q#2|liNqFB}Qb3qI^?J;B z#_XLeV{A77%Q0fJEOu-=z-A7F7^;Or9Eklu&i$r-#?W1ObPmzU!kxoD8zjTe|x zRdwMudqrl{GKjFCnr8k`$c$+8PPtgtqCN3fur~g63K}}5>NsA9(_lK~@OFg&-e_q; zpa*x6(6S^y|JJ3%frMMX7xBE&H5ttwb8PGNS5QM)AyngAz1p_X*l$E)?zHDjn>Ky@ zXBRiIOg{?_oz((%ExBWDS@^aGW6Y2JFL;YowVi)lW$E*3Yf6E+!u80W7Y&Iiqrtf^zZ4xVfGyHl>J=g;&EB|zow`4HaBaoS6eQy3-)^@9>;zCdcu!XpiX87r)EmY z`!y*iOnT_*r+IuhU@**Xl2reIBVbwEFu745x*1;Nz%yJFLu^FP%t zMp3W4v4}3cE_YeQTQ3!C^zCZ<-O+M=(_%A!8J97x%WyTj{aDTh=ImmHbz~J9yipU& z8=uN|vf*2qecuSL0KCn0Rt*Y=!|7kYbyHSRA(ovNc5!ehQ#~buiX3Ww8|*c&rTsn{ zpAhKr~7haqdkt5Ea6zwzt@*c`J9QNj~_o?`dcfNt>`gH#wqdseO5(n2ZFNH z?tFDMV3Eq|@7F=}(^OAMcA9h=>cZ=zKU>Rz6uj4WRV3lw9)kPRdXv{`_N{zucjs?t zyHee4F3T@Vyj>j+_9c>dZB9Rx!Fm^)^Q>#5mfk);o~?bU?npYwu5gTTH@djNYR_zc zX`?elu6w_8$9Hz#%GTJ}*wuA{Up`W^C?)>K)VMJ*R74NUA`}x-*ncWE2QH3-j%n}C zUhJqHVx{nD>>}B1$7^NKw=w2wwaUf&cp0qnhm+4K}LTA6w}Iw>g$`}@Nc z6*6PW5wWwvOZ-=?WqdDcp2BiymZ0))F1O{~$K5DOU|W7nt_P=rvp35&dkt{>RZ>Stl_V{;%s z4=^o1^N(K(IgYPN3ydqK8k;*ds%FeEot(YDe74_)MudtBG!YKkS zBr-&VbuXH~dup?7FtX-XE_?FsR8IS!+5|hNw$7_MVJP9d>b*KAR3}`;`;XDZ4#((? z{?_2W$KS$Jrpc3iORUo1`F3|neer0`zwru>MsXABWp~OY$nfDRurnyb`$kPAaxjG3%dPHRL zyMr53(>bXeGGj0?P_1>|*wodx^+#e~PIjl7U^<6)J_F11kw?z;k)$$Bggn`vOf~)K z{7+O5I3PcseZhtDCKtD607Up7^L(H9tW{h|X&4qt@F3t;o~cV^A1w)&jBmq^7XzVt z^No$^=|W5(EfIt-bn+>d#~_I6Yieo&**rhvV`3hIByA|Pv9wJ)KMaSOdb+&(6gD$6 z^M!JIT)W1ehJ(X#_%le@i;9Z+LI@%gbxSKN0q<*m65tPj^OOkt2p0Q&A~;>l%*;^F zqrr1dKtPsxR5f>YO5j27-n|)T109Z;)cDud1;vc3L)+5CB9V z(?2^m7bMuLsH)~&TlN(2I4?Uoqd& z$qDe{mJSYomzFXb8wHnWpFKm{m4*IBP=a++4UU-o;bG_qb}iB>N&v=Wh`bdo_z_RC z30y&aALu8MXLpwU!B*&l?;_EVYZm1L)+FcQm@+#I7uQej(%5q~y%S6EUs}|^}s{{BeDjO9n%(pPOg0Ak~^0LEP z&$mDvXxGpkusSmB2%k}qm{!4AdjPui>MQ0K@tC5sfSmTth97!e%_|cm@}+$^0Km z)6$w!8jJmgF93@mHf&}C2FRB5m+0lnUK&3mBO@-EslJ3ICl5GkPw?^a!9ie!btwxhWKlD9AIb! zv$C~q@93~P=`rw7S5;AYjF12I>sNng5s}v6T=~H!3=J)rrlw|X_}*fu$=BW#o-iCttb3^U?r1-w zCwP##8C6mZ5>sGv$kx%ZvtubCfl=H6TryjOlhUMD z;E}BoK}Rljb|4c_Qcg~_U{u{dlm>2IH2VM>8_>3*cbNVBhvSL@3&Ix`7JPm0B)wRw zV8TKH+3NPE(yz9cQ9IDkO+eC*+6ab5VRMW+Ky3=iqd)V&_GW7QM_w<3P!j;~EZt^6 zJRxck)z4n1dxCV@%uVcfVPA=O+As-Du(HupE~-s?`un-;&r9VE=wAnK?eBa4U6ak+ ze0;zB=RFg=Df?473Swen*Rh3K6t$6R3I}`p!(;F=-Un~ef(UPZPR!41d_NOVZUrP)YMEc1v!i$!w3r-8(BZ~>C;^O2L~&wqS8_}CMKC| z#bCZf44^N76sSWO23BS;JpBlfwn^jtPu~7M!{%E zOc2qC2q0{Qi{7U=$(D=*;!s>f1mss_QtcI#mY1(AEZA<3y|AEQ$gtA)_;MBh?OXHf zT|nM~L53*veo#VV0L!4>C-Tf**X7Vog8zvNgnS>2C&1Q1p+^Qq@)E!4-|r4VKD#^ z6Qu@R%Ay({4^OarKe6n7{DKuMb|1QqPm*f z|2`Xvu%m^=bFYzs0Uv1a&#UDKK{0oI{nz|6-QCjl$39bwyH)dZeY2%sFrXd>zNTE9 zoCY?ClCxYTC8Y^UK0Ym`42<9RGC@+2p`mHK;X7AXA~X6a02KtK%#z_FE#`Y0rjEd~ zzvV!O?l+vKn99q@EQsf^gylSfv|Oyp11p}U-+T`0Ule|%5&guamX?;DkeMOvG<74L z9UXnF^F}7fJt`!R*JUqhqVY|76G(k9)X^a)S^8u|3KGuMR~@uP_<#X-FY84Fg@mwm zpfjR4c<2j!k9xih@*{$KSv%3u(G8{fZ40WFkKF`bNk~btl@LRrU?BXq3r)@b=zwi$ z(^>?|dhJTD&RMo#lse{z?o5(3>gABjyr)Z5M}TSItyn@~Nl8hTx-(`T`mEx|Kd<{> zq{_<5@p_w61m9y04i2!N!=Hzf@jN0Wot~Zj9N6d@r|4+e;^yB>Nzxe(^5)gA3xW&7 z;X)_v-QAeWR!U0v_sp03mW4A1(~6WC6)=G0rqNe>-~1XRcn&BHp!tE?oOoStR+BNR2ryz_;7@@!Dq0`Zf>;!549V;$ftw)?Koe(qTqFu*m>~yBVqyA zxW?4fRP|ubPXPhJ=+p~9A+)*y!zc1sHN?DahATs$1wqMIUR@pZQ>`B1U*HD6`(XKR z)tuPlAE49pW#{F)NLC=)JUnJzg%il5W779}baFEI&JC!~d57oz+N1}Xso7Ws0!PBr zPeFs5j%%VHDSvOY1>$?o0ng06A5aPDZ`F;|K=m8gOx4N9gWwZCC1|R1|LAJu&jY2 z=yZ&%5J&z6-Gf=)m^nJUHL@4Bv9h(XMmE(&mMBYtPR#bUHkQb?$i@bi4o2X!|7Dpm z8|%Mo8oS#kgbjgUpru`B%g@uk<&t>)SZ4AeNMQfJ=g)y~C2G>wd&l}u)&9f%x@}WaH)nO`reglJHP1Wuxg+xcA-_-8};` zT$%&Q6(NFV3?Vjl(O$G6zA|ez;btjWCibU~=|q)hp4rnaee%IIVyRoN*TDH3?!#u$ z`>vOlH$SoV)11h1=Y7yWK*hF^H4yhw=UF@QXHxc43CyTU>bkfeC@4HR|z zzFt^Q^>#k}1v^^-HM>zDCFgGA^ZBlx9>-IPxTROKORklmWEdC#prmSHLw<8?CLred zgiUI0VbSmntvz#LAp;~)G=%|daN}=W-ojXkUZeRaW5I&;Tz!qzbmfM>NGjpXrSCGq zg(dLPFHWXyp6cn=I!b!+f;igIBC5*0JL#}qf;RvA_e0}HL=k@ep%0-jCd`opP79FU z0W>o8I*UTHWX0!*2(4UF5|S0>75!(2I{$jtLsS4thQdq$5>)i^$?*wKL(=WIp5!Nj zY7dQH$Q&N&)79>{r}GI)w)TGj^twA+cM44O_2u9GM#NHR$*=P+URx&QIsP zyH!A~l7f~N9~;{vPmBH(fv+!De!;Gelz2{}|9anCxzxNjGFkrl z*yhZl41`=HXly9y*67loHu3q2HA`F-fE0bX$R@t8?<@js45W%_+|R*MuI{arYpcnDT7~Ww z(yL*OBW6IMH!KK~SPhbX7&e?3AE(ok`rBUGa3?flVc`kST9i|d+bia_XPofERq1W5 zLFqhx>A1PcGLwkoBCw0yarQ45s*gc+rgqJc`4f$2MHH5%ra?1)j;T(TpkSh4b3E?o z?oF^_Uu6D!?6~DCdc7Q88GX;7TQ1H7_>U9mqdN81Bbv#t9Q77jObV_84{~ztW zcU+Bs|2SSMT8hvTEu}P1>ztE@ruL?2FO||b?Wl-|QbL6y3cV36DoR6>v}sV<(m;b2 z)%SUwlj@ZBec$f)=kv$!_xSh&*Xz8l=W9LJ>$$Fdc}=HqZ=_^@XzcG@&j4vp7exB} z_UdSwJoRw?n2~`R;tcp9uP^MkWk|S}vR?XKOi$~ZH%9*Csn$09n4v1{yfO=ZaUZ^2 zPz~=>Wjsd9kI4-WIVo^EyB9kR>42#s54XG>ybH6dE1aJ*)nSK_fSD#xt^2Cr3OJN2 zGP8bdCJr{;YRglKA@&{Ij6#?LFS);F{6tV~&E%K%@V0}!x%aZN3=3quK3({JXR}6c z5TIxLwr$&@uL=kV^m&<@zVBga8XcaS1;1rO3~r`Mq!4^WVQp{T)3_EtsPyPaP|SFz z@G;TnUMJ)8aJ200dY5*!Z?mZ2kBpH%=wH__7&bR5j;FMI13XSkgH7(Bk>G8IjpQc&Y9z!U{ zOb}1i&nup;hKFUxqB0<}nCi9dw!dDD#(Af2qFoDC3diSClM^APBfFa9Csiz8OHbtc zkAHluNx}5P{I$PYa_h6`PZbwJPUi7pa=TB`%UvnVH$8KxF-_zaPR-_db;GlwXWm1p zLV9%My;Yxb(oFXnG&S_shGa3?4T*jRD$g97P`x_7-vImKJlodtG2vHOV}22lxMD81 z{Ee2uvrmpq%Fj>NCbR-k^&L>|waH*I8}>!behkU-=B|(8q*&*x?;e(zs+oCHy+T_R z>-jN4aDUU$>7=+ii1^30x3sjNxpCa!m%#-=AX_hcTCdoNR^umdcFq|`AX{xDukp(k zGq?oKX3L32Y2ov)3H4-bM`+n zb9x?wl1_V*^cpD^Av-RkFevz}v)2YNKdMdTTk^&q=30eM;T)sUvZpt*wW$^%S_Na`I5{6--uWee`O)a(qyt|Ko1u&K z{?IDiaq-%Zft1AFyQwGpDsKq)SAJGYsXQsuZ+F_=Q_$_E76(H z8yFA7+CL8%>wO7~ps!S<@TZvUcqH9{8N2f_Z*?QTrUthP2nofw0V@ZC>?<78mFafU zrxD+?$u|blY{WgRlrPoR(sF?mt%EP^+i#4UbIuBMWPUh>?Qfc!?q{DKtBmH3rm3Pe z&>g?@>d31Zmn|6=-hK!$f60~N>FLQmFB6}b*a1aF`q|;;@a%)Mq2es;9t|Dak>Uqh zwQsufz7{xN7pdLQOB%s8qS_y`w_zqnTOabhwrTGTY6Kc`HV`;*b#hR%xY}RBCO;fY zKfvZzxa|CT#6KpAI3Mg~I?-1O`0?#^gHX5$M9K8pG+DNtJLWVynDISazn&{+LttUk z)&XwNJ-7=u$@b^r+COz@-0*b9`PK(F;#^#`%KbDAuyWVuC;Y-MSAnH0Ik@Wmv)x$n zv7?)4=wvG5AHmK^fBflO9W1eS-MYRBZqnpJp16ph3;puh8Es_=XCx-D9p9KiJZWX0 zPb-|85z3(|jSM+i0cOrM;=!q75QrGHT~->xeArS0e~wn1y+K38yEmjM+*clCZ<50a zPCksE7M(iRe88c5fBh9UchcD8Mr!c259!t=2`4R!P}Fo(oZ%*5SA;XcO2DR0!DH5_^ zG=md>qycYV;9n5h1n8Z|Rxvu+OG@%+JhhXTmlv{GA)4Pd5Mu17JBv@cV<0ui+|V%V z(_6^KnumPH@}KnKiM7w{@;^Vh0=fkBhm7uNc6Uo-{d7GFA$mq)EzuM zcISIvON$BEF%vEn07lDteX28nN<=2EGJF`PjN7+w7o~!e269PYxp42+<9mGMz0?O4 zDiZhW=)LYV0i)d%ZX%>4g3;uRY$PO_XZ{mS_CM8l|Kol)%SsyN`@4hB>YU`+TTEIP z5^_>#GaHEzAErg|{~rJSZhY8m2IeBL^?|_=O8>lhb2*{0xj83zJ_y@ibb_p;q(oDe zgoI4bJ-sYG- z%<|XXmzN+z8t@;Y=y5fWy9kAjWVezWx7f_)GMd@>EHCd)bMF^m?_kQYzs_&ZL`e>j zV|~@MB;S%ct->8B&?uDt{{7idy#WikpZO4NKlBpx}==C_wRq~Jlyd4t2n$s-j z5d}~aYXMfZJgKc2d%1`{}vk-o#$My!pyLGcy_4@o=&Rj|awS z!hC#SxjfJS`Ew@#Js7*5ez1gz;8a2tsWH`W+A-j)FjX)W))JCvLgQrMRQW7fZSmwBz zW7sT0SV%hyflj+`cET0&_M4!&X@{XfDCIPVV4)nYR}G3q8PHOZGy=NdCUh@D9BFk; z&4&zINWSn@P$-6LBotx-2i5${P#VvbjU;oR3kyYBp4_^9JDB-iS5{KO)s6-(!y=Xi zUV$uLSs~6&PT0U1FI(FlVA8!KpW!OFm4)TNxls}hgkb2XAAv_$;|N4sf^QZA zH-URYtu)gd*LJvS#5t;wT)Eq6b?Ict`{ze;v`)DJ%n5n>4kxpM3CNL!yZw zMNMQU*rh?KHih7qb*|ClV1vg&R9;*^+3^FgCXWf$Hn?NJ?ezA*%*;%z%`TEFaAyfus(oR)kud#f?1$WCV%ZZs{v#=@^2~d6aX_o;*0&?y?<|>xPe5F02NIC zTazHU@S(-?8MpvE(xoIps3-Tk?q#@q7`W53%SFuJB?-3i*2V;pra5IYGV;&kTyx!#s|(XM!AoJ4B5cF0J57u7c8nxP5bAJm}04x z#;L2*gRCu%4Qe_%bT!?&-o;j_kEkl5NRSkv|rs{YH2tCCl zY#+Hm`ryF?<-7hf6|h)Hz<|JNjt!J+PlgAX)c}Hm%S2pUJefu(av-60yasplprpvGp|!=I$H4y}iK^82-T=j7W)l6rbijW3Xnap=VO(7d*(; z#KZKw<(R>~TmB#Bj=D#OT{oY+h^TA?`%F$trrXQ_EgGM7oj0txPzNdQg{6@Kz0m^yc_O?~u^+cA-S zdpO)5!0S-oKira$3`*dgrz9PV2Yn?gOB}QafRB zkP2)3$n2@-eifCnoQ|L$fbw^k8Aiy+_8WiR__&rn3JZE7D3^gV11XPc$);i#PrZ9u zs1D@AO#T>({R<6S=M?B(#Am5S#(=C8R+%%lkm?B=9&8uR~S9?jR!y zT=WfZ2T0hL4|(Y@Wc5LWLCzdCpn|=DK?7W#xKh9dWtO-}4YRnir$0Qfu~4s}xu2Y2 z2|Yg?Go!O2S?pA1=nfShAcW>?P0JJKxbG}?kKbF`LcqS$r-8YGpE7FO?){*HfV26= zjStPucw%Qxe|9+PW?+!tYmee5j~^=+hJ$R*Oiv#fZq0h6vu-MEaWmPN%pf`l?yJeQ zP)1WEk(cBo%d(ffeSIOnDN!!)-OSHMK!($boKCU`&v>y&F{Ak}d%8ZJgh16Q&M1V{V<6BECQ;RD7gC$Y39*TOE0Eb!dr2m{ji zp{8fC#IpHC(mcw`126M5)OZB9FSsbd`Mf? z2JWJ+sR^o(Pv8#bmrEN4B(a{B79y1)unls(q6<~ds<150YBYzhYyHw3PF$o(0 zivxiN`Ica42u#ZZvs=UYX9+CnmYYscz6KuWxBd&z9)uf#)%}*9}!tC zUZYgD0s3c{{QflPKeF{r$x}rw*d$- zn$Ap4J}IyLRGGFV?d%@%kBIzCcx(z8BOt@o)v@3|Pq+jT?|FQ2VWdAKH-;4=QbZHt1m$+<-F5*^SC(f9&u-~v=Q{c)>r`HP{&&FY?(II)Mry}R@* zC~pwm2*!HQ)@DKVexw`b#JzCt85qlxP=4WDemD+_d-e46xIJ?RFZ_W6tx!Gop~#P! z8Ayt`}JCF&oul=gv9| z?mwB5lCt|o@YO|Z0V)CA!nrAxDpV1YeBa3oK}8_9ry93AiSDFRvmrU+zc38mf#g6? zMj)&$!;;6q9iods$Umt8>wk0zq|JJYmW)|1+f;A{q(ibSM0d2LG4SVt7u-q|gF;zf zk1Z)uNrTb^Kl;T!enAd_?>vaCT(yNO>QQwSwI?9|V6o?;%@g6zesH~hEW z-scW;hZ@qtwP#qC!vPOXu~quLd+GrXZ{6wwjJT!8$3~YY$9ebsFQV@Dzx48+VG5FP zkjR@3rh^Z5nM?ES{waB)zcvw=!Ytq!Oh{NK6uX2-{+HA}JWyv`J}loDxc|q-mOI1* zERx&`9*Qb2RH3R^gpxmPdO7UUFWNI%GtbClKG7wISf zSr@Ww+?=t*r$KXspc9^WnlzME3I}lUjtI(gEkd~|x{16zJb-CXp%;Y7m!s`q*okv} z)A#!L^$>&)i*xaHcS`00%^MjT$Hm5;R=m}o)-%}|8%DaD0^yX0l=VtSo!x=|fK%BF zFA0385lK)Tc9Sx#_@33$e7Yntu$aZ!=dVo(Sq?-bz}Lq|qxz{FJ)_;yOCDf`x#9!y zWq>3WH_qsOv*21gycuDg@f#I3uA?wEFvx_IAi4VYnndkrPzX?{4CQevg=Os^oWOrE zgLZavvwWr>Cr-9F*Rb}Gp--P$L++q>+jC~u>EgXP~0i)(pc9ASB&X$yK_imA`WDjZ8Jk;2Jyo0YoL}6<;FPg)eQ}jvFEI zH~e`JVcO+>#keE(^0MD*LQbNWZTRK{K&-{Bqt>BVT0JGj^0PP1Ij5NUE&1;lgF4;&1d=t=s-UM*1+RVvW2LN3WI?=zz6FL&IYoD9zXt8 zcS~tI{msZ_xW|d8kBRU$+#RVy!9`u3$H!#9L<_~H2(o! za`~~H2r*QsXH-FSn2pC6{_pAkcH;lA;D47MIDv)WeMEEMU?f{dM@vtCRQ|Z|xokc} z;GgZhM0s{s?xJTXE+z(CLjlAcsQ7c?CJwhlNI1a;f(`52H?OF5dV7~9&dEvP3pWTz zSQ~nL*_>m8-}k|o3h_@#j^SLOw3kMI5ZAIi$zvglIS{+x219O9_Fd%{=XMK)sQJCm+#~gzYjx7TFp)7qF zjyp4Y-5S!?ceYR6Vd|hg^{`660zXkm@l7oOf%|P^aMQJqx*%)BF#Drp9?lIV6`jUq z(qCnOL?E_G+2mh`03!923Y_{tH1ypa@1tN~o!Qy}L6*{7va;sy`oScZ`Il7fr{Up< zQDh21!ec#CP)4fHArOo$%x)F(KcIT_)Y}7a#Tsizo;UU;w6&SFZtUI5p*wN=M?!ll z3&qZ;*ASNg;XnKR`EEej2idH`N<%UK)ZWo(3Oj%U7<%cej+R#CJ}Boi2GMhY@M(>v z&#w!g{R{@j&zM&?M0<>p>)t?pd7q;jM1F>D+r^So6!NuSAbcv*9PCok0vLJaunV)Y z<^3O`eZZ#((UQ_0-KVs8d^zbu*;tUuMUg3~=f{zN#iN&%VqmxE>F9zWmSjxmY%nN` z16S!|u6TN5$KmqIV0rOi?JoP`pPeV^d#fyird0|q(`cGF(?0chnpSB99<-Pr=SI1A z{bW=KYJ*Gc*d=d0_rlqU_w@2VIpjYfVQi5VeF;czntA0RcW_os->NDym}L)|y5({Q zcOlcWU&sHnU>t-G^o1D5Rp@22x4PI}znpB`I$?LV zPUgL;5+2huL9el*S6vTfYR0aZsw2~c>tkh3@5`+3w4OC@`$pqZ!p5em`sTl<1;3=@ z`tb&dbR$uiV8u%NRrR-Gg)#HW7gY9qkuHD8)j$XK&WoEew*fzRb&|umN>_e%$0U#G z7+7Uf9Af#g`7z@>k;B{uH+65wMBgb7kdm7pyeP}V(+9?zu?TZ&6=6Z$`#d+jPNlkK zX1?4t(-&uX&{oY5oB*}~9|xW%#GX-nQ9i{zVoKh+qjy)saqvuJXYY?J2)@SY3ng3y z!?nP$&UUf#8E1Sk+)wSwE+xl664impxv3uds~WrB<443rx*QZMd=vY<<&`vVe1f1M zZg=L@mj^eu8i9Rc$GyIb43_&9)py3nmQ&)$ca>E3i14STaAk~i6$sX*eSj30p{KFW zC^OY7=eT@#oWW)Cl`&h>*;4CBwGUi%sGOdj9wT{lAWL<7@X*VWZ$sjN=zvS8xwM~ZY(aXTCTiT9ZP0JnrBAey#F#$VX zozPx2d(_jj(e7$A=e)zD0D1GeO}(~^-^a#qduN?}I?s>x>Rd?K6=;)~B9ojtISH<< z+YZ-WHeQR}wzjnX%pN1@q-pR~9HMcqNIBGZ@BHmqAR{`+U+PKPctODDm};HCrZznV z&e1uikV{|6Rm`;ZxpF%~QO7ejWIv9w%Li?){r(^*-^eV|ym<`gSD@h8#3B)NrxozM z+w^?j1egW37#KY{EO00?iHec3&z^%)(F&bquJ!5tK|0SzPoi4{Hra`o=w{w>rfq3I z$7-wOj!Ku?hCafQG!?V+>+rC|TQ9Xk5|H^Okq@!2_R@zv<^-t(-40waBzu$`C-l1P z!hF_`Eg?U8cpVEfGecNwYHN27T4pJ=ZuS56DH^lsm1y0S(g}U*b;2nbEyDhu8BVR% zd&~}+j1Q0Z*FxD-%b<1PVR0$_kwDY$ww&>@>2P|i1u4Im(u4&CDQUn(4Ho<%8^vn6 zXOZwd83s3nI*phX&j+ntP}#vObU*MUfniaON5xRDO>^(Je$HF-h^^4fjC%eQn2IQ! zPmDZc&Z!qu&=bl#f_ZjqH{0`rRoX*IXxFw2ZeIEYZoHo&$1HvE(kQVDvC zW~&&o?BiaKetfzw&pUGLiRT8km}k2iNK~(NDl=0ZC$m1F<@k>2`!-L_)~~N$M_7Zc z->`B2t1(hKw;en$8N*7obeOY5IX*nD(mwSDse`Gkb#5yI=U=I=!awA94@{Ppo_fmL zG8&j}akYrb|BYpb^$Fkl!gR7wO~3x6?$_nzr{guFAQ!gh*6~!`+zl3V^z`>QO$&}r zx~7*zb-$>B4~1Q^GKx{;x=3*+W6e74kz?ym@oqe8l`5&!+p>%M$+KtgM&sz7i`{bM zab0)9rx*ghXm(#_l4-l7;rpenYe%Y;CUX^=ELR&CTI3aWBtPfn4tr~)AI)qQ*mRqXTGm)=zt=m8*#lLNj!loL)W1O~ z4Bnz@3Zb$OxyrR=d~6f5Q^+QEuCTYd`aLbi`Hv%+AsNuVUwckVbnLZeS4=yqibwo?qKk^O^K zO>Ia1(W4VNS=mlq^8M0XZm8!@m)WpF*DN9nglpwyt6B$#t1Gga<&S+*ZH~|K@mil~ zKJ~Mtb?9rETG-vU$x+4*@8n(fnm0?<1Y0J|PWojZ)S7enHY(x}Jm)v@wYFld$##XD zB>jWNotEc$4V~VPx->+k@fu1N#J7x&4cQ$ocUPJ0sm^H)kll#;=`Z%yR{rP6__kwt z2O?X-Htm&K69XfvEMM=u{ifZ&#eQeR{8q==((%D$$&~Id;qm5H33ZNV&Qt&KPWCFf$xTx;jtFJ1AfapL!nU3GsMNPFWnh=lPSZwn zOTS3A^(WVsRWNdmqJQXa-qO)M@;>P6;m)cbf7N&-`>VM+rJNJ(QcGj;Ry`wdc>}4& z#%*mid4-p5c-T|FML$xVklgBa(|?4FR&uVpB0gbA7?ZfQ$%OPT>aS6HA&gGr&lDRo z1sX}&GZR!U>P3~2R^VMFBY5*ZCXIvM%2;`*!;?icUr1s!S=>MmElRq>F$^%yRz?n-c};Hi0qQ)Z8a z^OBDRwCJ8nQA9QM-3*(6rJfrj(Ca zjl~SSpQb)G9#t?mC37%}YZ$u1>NnBv!`<-V#ksRh!)q-J!e!d@W1D{R4oq*;#c_n- zZpuB%H2L6a@K$e%jh{b1s*T-=;r3<63!6H393S?-#${)jbj~7Fd()HsnPIxw<;uE( zGP-(a*J*`r-2Gld^i-#BKzvN;0j=&+kDv&mvTw zSLnhTh8+Gkm%hCkIbT1-$V|@jrr_Lt{{Gw(ylrpRYDhmC*?glnmG%-NPqf};#_kBg zbJeGmm6@}c?pCy4w(3v4X5g5_(8W!vK5tb)|2IUKs9>IU6P0ceG+%WY5gY{U;cblIM~5+O-CTrkFCnZM?<3MuXC_`FLfHHH7c@Fz*ZPpq0Fp{;uIlE+&+pIYrt(d?fI6 z@b{^dTm#R1*<106qJwt%1DBbpSPxlZuW5VBMwEHh3{s!niNReD@XjXXs+_oOIO zO!te9vBAg8WjCkh=9#wfSA`ALX30jEn8a8c^_WroB+(wX^N4p1c<7s+PCBUr$;~O+ z&virDuz~J*9eX;5wG1)`oFm7)p72d<=k0pObpx@B#6Gio%)oy(MKo61!?|g)tP~M7_F7HvL5Rlti$tk)F=8 zxbs{SwYzxp4K;T_47c@%3rV(uf?keQ2Avtz_4I2D$Bt<{$k9%TlH5?Q;rJ!FsDAF6 z0`;|waz#aY-kuGPG2!3VN`}swzaPx$H~c(*?MvI~YjO8N(weyS`wj1z=H45hZ}X30 z8i|@{K95agU85N9$=R7kqkFkucEr6R9=Gnqm%^(b<}b~SPxg~E%q&$)%Y6 zRGBi>F`+hg=ZmD-C#ER86E*Xo`*XlLj6 zf|Qt$R?G0`r$agGE?})b7tbfj$0cpKrGaTbk*}Pc`q4L|(B9;ZPI)V@_xWk~3``~0 z3@EGOZ!%@-Nd)%_y zb(myw`)*ab(Y@AC-gV$$yBPX$%_-+iQ$sRGor?BXz1gFuVcb1j#X69H+9t?zYG`1} zQP7@sFLP9A`d^|l*aOyf4UxD#rzZ0DyuUNUaUsU624z}2SR%Qz&oA#_FYTte9X2-X z^eQG+pZ8fb>+7T5{XF7I$N2p8gt^Al&YH}gg8I85HCF=%iw2LCj_8X8LvoasL6C{+h|k&7!UFQ+P$i*MI-@l)&qs z&mS0>zJR_*dos;s%^-z}iq^=9B7cq24Hc>MW&6lJC_9{wy?lG-635`Ds$TAfFY5PR z4&VOSER@i*!K-nCHP0(%t4Ml#!1)fB=si;g{EsB8TQUTyr=&L*-!#3pzSJ~e?}T=j zruDsx?L8&67D@e2r?_^1+HliU52NHJ{%lMvV@S)u;mDN{G^Zs){e701cAd+(2I+Z;Ecgg&);+_juT>wHAr?6=fZZ;9hqy&N?d zjgnxh9lYo3$3ib)YEkks?g7)~Zt;hk1_CHM-%PNnz9>4CM<3rV$GhR zF;S)Y3K1pQcXkS{`<`R@>a9CtgruVqK4E5lai-ggP z*{!^jW#yK*k@K|9FRxtLur~9yWKieC_Y3CH?OCtxYJBQ;=dX_$6UpDAX>QE?%;-g| zebT{w(}F2BPtad~81NOC2`L@o{NB2!)Vz%Kt$V;$`%tFKl@t%XDpPt7WykXwxZ9uC zF}aZMu5pOpGju5LKw&Rq;yM00SN6u1+%M_$hsE1UTsLctsLL@PW~9GBXW7vGKuz~RZuCluWiyqv31^D!)yL=W=}eJ(vVZ&`wb$7vznJl9 zZaIU?>so4T&^j^7qqEWuU9sHX+D}>>+u|y~|LjUJkA93k|1Cc0N3st^s3b2v7bxfz ziuiOQr&nlumy$k(K$okH+Ky7sk}?VFE`5HNh^nV4cT&5e^LtDBSRfwa$RT>vnr3-} zAQn}INw3YX&+ZCuJob3R7oA6a?~eEOqQHmee(sBDIjyQ@PR&ZYQH_j2$ZyjL;aFp* z+80t+$iF1+nWyPja~K;8x|(F!eC1S+KzHaa75yI5$hx41isa4A4^73l&opa>6&d8O zi(_HvTx)T7&x!HUwE?_^ZE`n8YKpLuwPEYSN-R)grp2UTa{_^nJ4r}u+1YLubsV*R z-d~j+_rl<-yYFtY=~n|Dw(?@3!Us))BVLN0eP8EsXw9pmrlzD7b+W1#&*&*Vw$=(e z)58@h!H7BYJ=Lp6PXp2;uLd@250*q|PvUdAvN2vr3dPe?pzcJ7XZ}`k6e*qAXsDnL>QDROi@k zZ4<_CD*Jawiv*(w8c%OMZ5P1)El5E4qgt4-F{fa59j+O3z_wFpYQ%z{!a^hHR_PPh zKH8@bE}u9xG~G5dB-UfhKX=0ZCUfK~e;Gf0jhM4*IiiL<)wRADiSOER`2~mOmy;rA zo{(yf)H_~(JUQFM^8j7(-05kUYXrMnq(!fmJGHemla3ih&9_GZh8jKs4qXKsN=(cv zI#qSA?NBO|?DtT<`=ES&?-x}$>YrZX!}jvtwU1t%ReYG7)|{+x-)oD-ZIwvTaruGR zdeLEtnG>PXHIuSM_w2~MG}uqPeBn=$cxs$EQjDBmkkyvLM}KGW+zagJ4QvfVjeso) zn-0bJc1nfdmq*8P97_bwvu!U|7g%t6Zxip+M6{vcUhM!3?S?}xrQ3_pxZb^}5-7a^v#b5T* z_D~K^mC`2cPG?^;y@Wc(iNNrO)*7eQK508}TFA!l&OUFZHbdi^UD{S(O}|7Zqq*0R zZ{ON$=BT6D?lSXZ?*-c-R;g_G{s?2*yN0p5pRr!qJR3G^zGY)#{a{fyTrSbRUyAGc z_gZrUMJqRKRsOA;r;6rYwMJ08?MargKK9V{z2po1PG&Y6mx7UNuQkpcMR_HP3eM!1+%uoBd8|?$S{BzFn8{ zGers=!>9Lbu5G0kI%%s~J2(BH`SN66E{4WFPSeG`uPQ%8G$%HRWar`2`gN8TCY|Gt zkE>ID+h}&>PB5EGUy0*E%)3~tUM92FJ7Tx%b}L84u2XoJH+8ZiHhImo>h*UY)CI(E zPoOU3Si5L68Qj#`k|`gk^JFJFy7zi+j^){`vh=&33zRHQ8{1u_?Jd?Te^Kpn%agRR zx}>l9jYmd{QyS{t`|S^W-S&&VC_EAu-*UFBLR03=Sp!KI&zz^Rw^F5)wMCRdLf3nz z_~?sAR;gFA?(5l=q9CuoFS&%&P4xA;xwCF6!dK3Xehi!@c~hotE|Tp}dR}Zab+9$q zASr46&SPseL(_674t~9!TK6+@^tJcROMw#fP2aJkle?AOy%WB2CS@IsYW<)@Zd^OP zohvoK^(>t+ef@T>h~u~y{TqtkDnC9$*;mvUM7L44(b`*>X%i3Y?ZA)S7ld}NpVPl1 z8GyclUSq*iS5nmw66JrB>ytR^dLEAKH9;eq$zm>Pww-S;l25#+a_MWK#D+#He5KpY ze4X=CL|M+uZ4#HCX9?W6(yo8pQRTtwO(VAr&yTkpEHoLWq;S3+dUAKaWsQa9v8(1H z-n#?P!xe(9^fnST3a{5XUeMh(HtH5iA}PH?gG)VKEoa;2C>aMyrwM&$x2uOS%EdBq zYdtFy;>)`el#b+!dAtjKvLS@OQ8+Qdr%L|w2FnX-C31~)j#KhY1%uMRwJ@V3i7d=U z{_gf1B6`*i_MT7-OVi2D6H1<;po;;AgcSZCr1F`Pn>Um@gGyM?6NgkjlS1s&1_bM~ zy{jGGVl9Qdwq(231VB<^iy#OC8G7NoZM}?ekoD!}<^}K!++6Int=&1K#0dZw20(gn zNJ*?})3NvS(zN&I5MMDgGR}&jk#!nyND&qxg(f^<2>;-Ve{rDki{L;LmWw9L6^)+= z2YO*_Gyx2n00vC}gC>AM6Tn~yU@!zQ7y=j!0SpEYh696#vYr}40D~cb!4SY;2w<=T zFjxW@ECCFb00v6{gC$G`i-)qF8cP6!C4j*az(DvXevK$m0w9zq0TN1-0172afQ1qz z07Ho`KtqWVz@bD5@KB-)08s>h2p;Hh;13xNUc`_?MA^;O`v_nIJS{(66&L#>D~<;l ziuia474-lfes%Clo%%ZAHzgwgBT{}H!%Nj@d%+2 z1I7LZ=$|cqH6;OgE|BJbOGZB z@yZb~(BE#t-%Ft1LS4;Mtt(&vdWf z0$s_)fM!tyy>c~!)I!(-{EpW*|CTfSZWsbg;>n{>1Ra_%4nbQ6puje@)c+9pY7O$2 za%!!mJP|z^`A5h5h>bnY$<+ZgXeUowVj{rn{lqK& zGiLa^`QUF6#6VHNV-dOb_s5051^nT%SJN5_MYu&Q92Z`QE^O_{Gr|7PA2N zzc?;pa{iO!TFqnsOvn4}aS>w=a*;-XkolL#1@Z!Z|Fh%5!(4$DAR(523ryW_$G zS^@l*j96IBe|=u~#V*1Alk-|l^S@Pf|4baYu5)zeTRq zWCWahH5>S|xe}}nE4JXD%Nc?ZV+Gh>O!~hUUj&=T3b6m2%@Ry3E5QEZQU7GNtCYr0L!Faa@qxu69JvMqneiaq|N^g1s%GbE?@}+u7q5ACdQ$JuX}IViyHh z0BG&y-d~(6+^gGuAco7IX z+6or~fwL|+96&hy+77~E7uG^>L~#5Eeu!W9tOZBJFFl^%iC9k!#n14ZoZyS#_$RIi z0QSolu^=8$zr@8#m&5|AK`pSJ<*URWDWT@WX}vck>F-No7;aM#Gm%f+4p z{8B5>2qliJaEa~+*FSB0FKat%FKdJwdE0p5y=Nxc$Q4)1-qpd&kpm@(28-VEtPB}> zKX+?eXCMk2dj}_1*_~hW3U_ii*~#uSmedy2c2}}@bW#hz*&7Dv7}*9m+hXl@%F9v9 z_(}U6aX$jXarhl^arKn;ljX7oN1MGg{2yr+;o`t|@p6{s5*H$TBgd1^NSmL-L|czT z%gF|3jq~S_5XK0LNeYW`@Hu*Uxl4UOq^z}&rYE_hIOwj%c6C<6D9rwB?I1*<`3U~S{(?Ip{#01g1!*-CpM2ZYR# z@CQFrFf%T-ER5^ogiK!A#oEHJmLT`V8?-My6&MvPPX#|TvAL0D}`S=@w>|w4?n28dU{#A z+S(&Pajw#Mz*uETMP-b#l8}Td3IL;(#Dp-)s-i+lic%N}6%3F?p>N*KM+ajEU^S52Tq;HtpRMHcxvJS<8C5Kpo@eGz{D`(O=mVkgW3 z6I;&F%>IU@nep?3P*U*ra&*IS@FAQBd0wDc4!%Wl{VlaFc7-(~WWm9wER7JRD7c!$ z#6+d=G`Uk$bSKgg$ZAy|2qplsLw@~rNb9Nj7LUmc#FQC7$G#wXp%sT#>8zXF+^o0YLk@0B9S}9ZSe7I(7uVS&_CjJphc0$!xe2P;CgDqIKHjMb{J-~<~&dC+;0#UDOTg{)*7?4@3`k`0yXB2#&WHr8E z;G+_&-o+wj4C1+9MOX4?6dEhB3U|@KVppvLi$Usntbm7=Sb4q}Q8C1gP1Fw~DvrdO zu4n_DepQ{Xq3!)rLk4HY@sJR`PKaMijFOH=q|{Y9f9Y6ugx*4aKTg;VA|s zu}UUmP?F-S=8TeBbw(Hzb`{@6gPd9UE*cJG<({IEO#)_||bF3H= zWwxT96cTr^q78$@+OB9r|7K4`C03uM7^0jJy^9e=Nvwp20aMq?xgg}Wavd08oh#>u zK|xRAG4KQa8e>7%L-^mS^@7x2h4&aSm<=&Jco(y3@1bp#9K=X~X0q~K3CybV0N%d* zT`!!qlZ!oWJ++Jsq8~d2*c0?t`06%Z9fsxMo!&?=Is5{wgeGnLqk$#0w7bEghj8j=+ zk=>`Z{*0pSq%6VcQKOuD8!gjQ%aL%d4j!wCq9Z8&F-HCri3-o&9EDgnHmFA|7% zm!+g+>DDdfTaH2Q;XybYdG_{L=J`x+3Nt6|e?$JRvYjK)tFhw27Oa-~cGr5hNK#4; zSoW^ygAc#AoGMgT&ucTfcUgz+*9e}k#L^SiK1Wn zp?AYLB$;{deHZLQzOe`EX>olM-O*&G&~tI2v$eaB96*eOpE3a4!1?hPCO@caw~koyZ;F|}KaAYa(J z@=zrV(kEQ>`)cn(}m&D3QK{25P9{WBM4>j{FP`@7sF^KNS7(PNU zB|YkLBt_>oJYI_l+Go`exTcmnrMo0u8dv5x=b*VcVkC$n_@)|9G%9yUJ=WF1p~u;Z zMI1^f|cl+|yYnpMYezwI{zmP;NBGdf5 zg&(-`PHvdBdqe`B#||o+|EB4-iJe2H+-%U*sy~l}COThaBwFnzdQNEXoGn{9E046j z!gF9Zc;NoM0Tcm+`eVkZV*#J4~;|Br*4G#wKRe0#z_W zfA%%gH$H$#}ms$8bWn$st51?NtBLD>eyaT{PID;7e#Tq9oTMKIZWN@54iyBLu~uLGX^##(HcJ>&vyjK>tdSf+S-TgP)s>%(byY#v)E zaQC-GgDaUNI<5&q8W+5rN^eLB-vW0_M1TaF`^x%~T4MMg{`~GrK*b z(x_q{vr(X%%pd$!-w(2L(JBvVUM`5(hHs9uF!eavVAoiFd{xJBDqqp%=QkARxw#U zxA#@eZVUV)hIm$3^^9Kdv-T2{QD3fj!O)-4ldGgWqht`~!kHv-!;r z<>a|iZkDv(0f;zf3q}j+ICIu#k8&9ainy_&1;LPZLc9#SX>X@WfnqT%~is<8uPiMX+fIq z9;i4lQSz#C8Ve91K5lXs5`@5o(Eh{=TQ2;nLSJ@q^Q2Ew)XMM;{|phXo*{} zNSb)(Z;6z>vUP%xfBqax;*9t9bbVQ;9L=BpQ}QEMRc^X}X!jjA2k)3mRR;NP39 zh6?KWw0@weu9n_uXw7roN0OvPds_5!UOb1T#n<| zR{#7%+HNIW*REp8u4Z2+T(4o|3DJtCzA7}mV4DcigNNrdK*iN!h&e3Ez>BeE4srn- z$h&FU(85wM1sRZ!n5WB0{{x{Gw5i;-mHg8m_bD=!PueH9nWvP_TL=uD2pwr@H$Lx7 zB2H$E>7a<7GP>Iw8;XHv1$JCZb$-I*lH+={n8uVv^|gPgt*QI!&ZGPgAF0phoH|@( z8FbVrDENwl$Zk}tG`kJCO8>2PEbVY-NA9RQacuKko~OZD?`+HPSAtARX}(!c{rPo9 zSGYLW?qp_x|u26+hb%=T`om zc*{O+F=lMgk@;JHa155H^iQ*d5n}T}ny_SmEw^#u%&V3Gr;?|eMe~g_cO7OMKI2Jd z<|a_+$%TXV6XHKb^{GO1jewU(ZT`Z_*Z*RqovEI!k)fi!tr^(F?zf=s9@h?@WPHhl z5*|TnQg~*Si1Aa@AC*kQIBVamb25k?Sm`okAoW5paG&A#_mE5l@9$q@UOeuws>7#SiD;oBhOy!^`r=EhYPyEjAA=z0*IeGP3 zPS%KMWV5l$n~KmtWd{vG<1j?wq&uH>G}Jp1SrvzC%D9S&vC<8DcS0wtaFT7Rsvihf zJ;%F}{rcK4*4^p9#Fd^q{iklBCPVD-dzVIuWxCkwuuV{myDI6zhMC#?aCex8Q?AG78=);% z4eB|sN6{ymVZwh5q+RZS;WAhNpo<0oK>qh*vv&a*{rVtQxBHo z34AbQc%HB;s#~M=+$6&@@Y2zFtf}W$Ck@DifB{ug~RH&^a zQmTlY7<1m8BB5;2rra^t+^5s2edJGM!w;sra5f@hdp@~)_owBpND~KW(G0jk%rFun zyAn%=b64^cnXO)nmOk)rtsPN^u`9iJ468W!({W=HP*ngHHP9G1sCS@{5s~iC`Q34 zwHu&8y-9rx#w={#yzD1~q~wQNZppyXU1OPR4_mUlmV{`N&?Cj(PE#yby#(qoXDlO< zDca=M%jY%-{El};9nH)UiMkYzf-??EgC;Y9^QBpway(}^s46y}D*f7r8lqORZ_4{R z>2=|lSHGSzK9=#`LsVl+7@))1WRvdSN?h`y5hb>xA`r4)LUGGdMrz#>Bcn9U8OCvV z#zLNP@{wa~+ayd(vLSDTn7OF{7rkNnQ4ucvEJQN=8UnJ8L@)fe=&ts`s1X`p9;Mn@ zSm9sQaqXC!Vx#IA8Iy+aI?G3n>Y!@0sY46;H-<&Vepa=nK;-pS* z4598#zsV<)4tf~eaS7!9*drmLL8$Q7L4714PGp?P9j7l)3Y$Xq*u#0vwH5f-EICXm zkBn)1W%n!9_>3tjv>eJcK86zhiyBKbWbRbDdH&QE``eR0MKo{Knic(5st7!UZDd2` z1W8+6)D|neb(BV`P?{`nTU@m0)tdxFQov?|qDdbtZqrxC93XTcZW7Tp0!|*3MGm27 z+z{M`@`<^0qKR&N)h;rMnT3Pg4O@#+5!xWoJt5aWLh^T*ES|_D+U_}l}D_m4l_@?sV zsYvBr>^cOp`LLzW%HGyOkat;5^a;f3FiIJB=Yd4aN2#B66O+l2#l=51i5)lixF%Cy zy&X>MR^s&sn=Qy7<+zzELA*(pYnqhxHSgfR7L_U%TA()TG(b?TFlbqfdg6najm0F? zfI4x8HwnQT9UuqpI1%|%#2^AVKhDmzd6L1^OMhS-Sa^#D{pm(<# zQ{WeNb+-c=?}pNeu$%^(!3B&WnsXnT?5|@ev)_-yQaZlcID{Vs)+>MUbh)lg`1)mQ zYwR6-#trmAY?b{$?i~8foX9&wRQkKnzESkm%}iTfd7f0tNSt_h@QV1J$wM-#1R3?P z6KkI-DQ6NOd(gvWy8Vcag_c0CfCvV+VlB4hK`YvWj$7RP_5rui)?dN_?~=zOl0{5E zH(@m6M0-M4CHKG_?5ih~U8qV9&1 zhISQNyl@NMe16#jIdl+L#GWFR$o_m#TI??eU(PKmYUgl}wc)ID(LZ!0HC}czhNg1Gr!9lAt#N&W~~I};1lv*pP>TVivhOJB=Y%%i_^0t zHMr(`4e!JC(*i(`n{3#YR)ZBAZ?;H=xq_*f2nRdnF|t6S?P9ng6NS#hS?QGoUD?4= zPy!(ip##zELWad%m6|Hy&RVs!-=J0dNROy2T9PsPW~dY}_Z5|;rwWN}yYF-xRSEgU zN!dow_jC3szdJ`t69Q#&QIEgT);Muokf01~1ti_LrDk7sSmC**Pd?JSkGuH)XBHDg}3}rH*+?Ls1S&N2Z+HR6Q!xL`)7K zu7H!&i5!(2XY4OfYqG9+r8rzYdI>LJBaNYrK6FLkkeek8Dszd+)VE^%kU}tJ% zWN*jt`;O_inj}?i0lXlA;i04ZEV!y@>?3zzd`_-PATmvcL9`N=q@tb=dLR3h%#0_g z`{_QtC0Zd-zm!=LG@w*aTzvmYNyqu>{`#`$Jo&SdHs}t;j;|oj@@=<4i_0F5&QUL+ zL4o4b?oTGIHz_5@4}H|z*XLeO8waJ7tuMv0vXic!;$_-)!}3+blKE+B>BInC%^Ym9 zk$l<2JFf)UC36kq-5m33ZHM~pfF*}yD?H0Am2~|aRr+&LcG|ZL`yfRN5~CVPiyIxj z?S-OmHQK5A;IxDl?HWR?ZdXK1)LZIuFUlOCN%M|O2D@kye+lE!v2x#6hjY^R<&W@VE?CXg>C?38gFTv)-0-!clkr_5Mu;tLx&i#~CgGx1sh5Jf(u61dnaZeGj9U2|fWuhzqvS z<)Y@}G;WW&LFKvZksk{VHxe{EoKv!;q7cQT!dm_HQy4pD`6?^d* z+`tY*E)cDDQG+T6%9rT|d}pP@6V^k>-NBf*M6%!8CaU3|WfAq%SLbRtyE$&MTstPJ zF)1RbSPxG?_XZS0qK5NpX7fzPxhV3lKj%2tL=t3lbyc@j?S?j%MkzfCzs0e3^@qce zNVdi4OFnnrF8co{PwOWSRG?5nRRUGs+z6eQWp-@k2x|_+8%H~N2 z5iGLM&m@qoAdE1boY4nju}_Toz6fvJ^L-27`cn%U)v~-C23|7HKz6C^b607#P6p?G zw-JSz`D85&Q~SwU9OnAdNkHV*etITita^Ui{;u@L3hE?ebSM&^OGnr`J}4|$UrJNr z7G#`v@C0-sv(aO+CD81K512Gr$Vu3Jo+YB}hUP@U57UXWfkQ~pmn8wD?1o3hocZmU zd4|4a)$v39-xFfZ>c$k9&ot=B{F)~em|NWFmXP~HVWo$5$B5d4VdJ;8E+&T9zNpFu z$>#5Ne8tQ|!AUC5%0tQa-VskokHNvyP#-nQo@?EqU}7J${v@d8ql#9aK1#B}5drUN z{sU=e>$adgXF)b@EU12G_?yj@C(k}TE{&?1L61l_KWl9G8~W0(YVN?ngRwEUqNJVS zFGCBOhyE49cQZkSH=O9L4iv$NQ-0g8qTq(2pk$rD1q(+Fbu8NJL1J`DI%C+DJ${5I zPJF9w%@L~F7RwmSwj6mzgNtA9L)dd8(o+}FQo{#9EJ(>|fk&LaIJ+}@>C4$6_c3}! zy#kG0^Z>o=2&A}(?0-xlNR$-YsJSrghBz#YHJBNkP44JuN@KGrqfG1&)uA}fJ z4S`}t*n=N)a_0+TUPD+_aMA}@hj7{$?bl05)#b@9Rv3)SYu_jRvkiEz=J8U-+w6l zv%%QWhC7ZPoi6Q~kFH+R`2zJP)lyjsDPJlzQV<+$PX9VF-6yfqehg2EK0I|-+PG@G zC|W>)MN?jPtdK?Am_^Nd4t@0N<#HKV%PI#t*O_||nW~^cWQ93@Je|Rosbxn$0-l3SGsm& zsOe(L*o)W5~?#BGxUJfppf8hh=qtANh%lF zb3`Xh3>mZc%gFH`y;)`9+`fxhI)|E}JfgJZ72S^(eU&?tj zX(5o9tipn;94TC#l+A6h_GP|^pyw5vd4)3sBBLX&ieLxK=H4Ep`={lPg32w^EW?a%JvLX-Ou98I?50n0+I8mCg21Y*c3jPz~*XMltF;5 zoe%Ebw^4D2V3OifPma#G-a4*fHL>7cJcewL4jB)SzKY|v7#4W^NPe^#TiQ2wX$Qm%IHRhp&zv{CX5a2w~W^%bRZ zCtX>H91#DurEcUDT>81s$>0!i?fm(r?eg~m2n8LXK>4LT+DG);I`Z!=QhQS)OCyHg zx4+ju2WlEoxNNUI#n%N?&(nXh#|;)y4SbhsTu@%B4i>jsH(b07Cs~-Y^ry}`>q5l9 zAkvO@-hd#E{s4K}5mh)DIvBM&%hErK8>Bt^{zGGoGR`(nZ|^pq7r&kRWoZzCaDj-# zzywgPSpfm2&F)QDkkV>{#bF20tEb|6v1<^`;?W@}0XDrITKpDqfDq~)y zMq9de)H-a44^TMDtfJ=MiCB1jc#jOkqF_Yf>8uCHkW|b+%jcmyUsABHNQ;~j zv?o;8AkxNY2+tFcQuxw;qNsyVheABND9A|XeOl|^Ak1(-X^-n&`Dur%6uHO`+^$(X z*711g#X8PeX?Z@omgOJL=Z{Kcf12YU~?yT^N$x^E^qoCphm-a&&fKWHus z4|=2Ia8oT&En_8j`Z5b%V2f#H5Ohn=q0xW1HmW;ybLU{m0%yGs}P27U|kNCOFKzY!Thqh{5~k^ zw0OSvb}gOhol{)vYHO_R`iVa^&>Scn*5c0LJ5cOXl>Y3?KN^SE6#x+d$3PE3H%_tIMlXR;%w#4rxeYC9RD3+7y75V@!~ z?@G|FPiiy^WBj1EImv?{lcDjDO5>L8m49%G#fT+$a`WanO~C{!?;wN5+Hvj4&uAFH zFu?;2jI|tTC^4rmPG0rWnL3ysO#D7%L}#Zqc(dH1Ek&mo&mcGVT8m)f{G(%yyK($C zlJEMPACk+W{5g_$;bCQX1};cB=-Nb)bk1Sp{8A7>hS95g_(khE*bJF$pV)>+>W7p@ z$<(b8@JU!e$%UJ#;0Y&n@*wwQ2kv5}rKurJ%5T&?G-Jki4WFomIg&-M!8ywp!rS?S z4eTEVTf)(&4a?9SqR@vgiA2`Q!x?EB(P-ugXw=moxj*ewf;A!XEwdrZ7vZ%hc?4e@ z;~Sdx2)gi3*$gE2@9*rbYMSOcamCHy0LZSmp+Y5UznAhP7N{iV%_EA;Gj&LE%)rwi z8#tqnR84^Ebqq@uL?!Ugt7)bivlw&cT=Bn6liEh&s+zOFNR6pcm`;+^sU)q6QhX8Y z#cm--?87fyX<$t0>>d;e0d=;%s-pG(1Vy_sv=(U3%r5cuJtR}IJ!JEP412|-b?~=R zbts{mnRhd=>bJExaDq;L(#9;z@{Y5m=!d%p=-B)lua3*b9;VvWV;P7S#ZNDg@T>Cb z!ic-Gjg@$;CCN1LKCxH5a?cfxFjaN$X{aGNqD$($B%x>~?B(Q|NL8Qz4 zO`Ge$3=+zc$Jxx_g1Ogo}sJL8h_Ix9v>CAZUf%#D4~}-1W?F@wQ|N zuB)MpHN=X3_)x>r^8wIj0Jsj4%Fjh0TU0|t64h~pN*aR&#RO58qp#trznVu_E*4p; z&VU08!kERuKB6Y!-$su?Ih9KM;J@~CXd zt7l&On3O_uTgkMjxujw-GUefj9MyAY%>UuF#CEfo#{!oaxW*mR;F9A-f}P9ClrBJ`|1lc&>M!(M+FedFm#^z*R` zSxU20X|2(`HI*$R0r4u6pwVzQGu-I8#uvy@)%WJ(lI^w?2Cze+gJB2qQr*>CL(V{< zFL)&-N{TBS_TAk2Vk2~^1u+dI(@CzogZXRmO0i&W@)AO#_#1nJl7q~<1gPd^dy8jk zHK~TEk)|Q1fdCCd@zb;!`-B;;o3HDYMf$HhS78&a!+U1Xf}A1cL*=aT<7;pBequVC zKXU@oiPEGVB?}W<Frx1*}$!BAC4SZikQ3`#S# zUGi=7PqVVl@@}8i5K8&XTWvWxitvKG8v>JS$d^p0%ut-Q z@h8xiGF&T3{!7H7mF$uksA_^S1?l&V8F<&`OQ1lWa${P8Bfk?elbvHbEr;|Vpc+Wa(-;rO8PvP$sx^)V)|${`C3YdCE}g87 zn;iBTJS~HX#sol#QVZg!Rl5OWoUQg|Cv`XWSyHD~^i5ldS&^s{5MC6{2z!=r2)HPZ z@h1pBWbw4m;`%(`^n!*7M^^lH&&tn7bq7+EP77BR=^0B$GMaDyu`B$231U3r1=Oc6 zu^Ro)pf<3wHToZ_{}0mufV+a0R2L(fJJtg#*>Q8V%0u0Faprq?f>&2^?qU5`;WZy6 zu3Da&&0MdJ)tBRiz*VQxOW3rJruz!>{2mZW3(gHm>GD=Py^rw z#@fw8GPg&M0U6o--p_q}#V?VZXX)#``ud%zU{=m9Wu6DlbVODy!X+wk=L8V{$FA=qFC*sepNuIdC-9 zBWqkrRMSPuyCz)Uv-Ame2e=Twn z`&VDiV7y=$?PdR>eKODk83>!|nSpoP?4 z`dY+S%LPbQuOiBN13CLe3cxb+`T49iY2{;?3k#x|C^4Pc|8)Xw=>+{ zn-5KVm#>JHF@M{TT)t9uE&Z~MWi=b>1)=X0wRvvE{)Z9_0+Q}UWAe{}`Iia#%lHTR zyqwfu9sE_p`)BL2m)!R!MenbMe^oO6*>LSeQt|)SHU8@7S2f!op2!gXrfvJx_*dc0 zAI7yvzZ?HehV!e3Uo{|qcmSjP%fo*ZA-|gby2|#4srZ}!{PVx9x&7+p*H+aZUL;;t z?_TEd*T&Va4*ptX|6vXQjFJHW|EXO5D7k-i@YiDJ&klkq|K#A`rO&U{f6Xd?w$^%) t)%@}E|IRVLn*U1ZKO7L#|9<;_p|_kA%nP^x0Hl}C^GgU|VEFCZ{{zRYc1i#M literal 0 HcmV?d00001 diff --git a/new_benchmarks.xlsx b/new_benchmarks.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..44269643222dd994db217db2425cd344be6519d2 GIT binary patch literal 12328 zcmeHt1y@{Y)^*_!+=9D9aCb>?hv4oGg*(BW;10ndxVyVM!3uW`9wf*|ch5|Br|0_x z@7!AJ-l|pi?6vMw`#fjYIa@&*0uloN4S)pz03?8hv}{vnFaRJ53IIR{z=CVNx3hIJ zv31h>=ngb-)M0S5u_n%i1gFjhfWO}VzvKV#3X~;G%JniK44g@{y-%dGthE<{Ee9EN zp;9sv5|e+&rI*d+!UKV}O+N)HXt3KPi`kr<-S*eBrdi|0my=|>G#K|9cCl2=(AZ#6 z{LJXwi+kTJs9d% zgrOh&?n(c=tDqLudd#S_dmzv3Yu`xUiOKscS2=KO<0U7o#TqHfHcriO3Ay{_62Sy7 zd1`9be*JR(wOGUfUbxeV7hmr+-b6}ss3n=eJ4)P|ZqDFOtyPZ>wi+344}pgzQql@? z6}TlregeJ<>JWVc7#8%nIj7yXa6WIuz9elXM%C?0_wWmlKG|&?x;F=r&qDMyvHLDC zc%q$>Es**?g!)l#A3^(A-QLCY3|Yw1JM5C;JIh}b+nIH{=ffcZJN$Y>8NMIFv z?Il{%o+R=QJMa3Y))?Q+HCs3L9Hd2D@TMYh$tNG)!2kd+FAxBQzhx`BZifl@YqqYx zCL{c7w(2>USUWN@{C56dmi`}3&A&W)S)8mi1T#wTng0vPSUWF>mUPCNQS?C8_z8?T z^+}&IH7391=~hhGDW`$ZBcsywi+k#gX-%G69*U<6T9PQ7e}?I7t7?z*Q&STRYP^G3 z)QLooAE|Z8ap?_f6zy)#;*CIf*;Z~K1I3FkwzIfuzdwJowgs1Zq64<(wG?s*g?8dD zLGU`R!Z=(1gaj&D_C6S{m_FUDR0`l%E zpOM4Rk)NbS5QJ2kPgw_NR?|vKViZAX5Se@TCtOfv-+*X z{X2ueUhCZJz5ln5vba&pJ|+aw+o0!w=?;4qZ-roc(`ls?n{*#vU;>wnA&i#y&Y6`G z&u~|aZ4I+T&n;nCE9jGJ`5ieCt{JAW&#Nj#76E9Y+C6;Xbyie1yyYO#W&Zh>TKKOM|s-A06#iH(*{2WjFfj=n{|5JVB zVmt}Eh8?FPLlF9XANpW1<_?!eV6z^&m{DmK0*8w~cYP9rL!%`%f(PyT;^5e1EwkNA z_fYNPzTki5kcXQFmDwwQwq7@7N`I(-A>^qu)UW;lK^(raI3?{POS*{_jBX+DqX zT^31dTO~iZDq6`TEn29fFOH#?odd*Z1Zh&Q6eM%s5ofn8JL*3F`UfM|6Co12o2dvMEs z_5h)&+y+^Zb7XL^BEmr+RMx!lFzioSM6-1)ONXfg&*UjCVpg<))t%+0a2FD2R=vym2W=kK8(DULbyl=#B^3@RWvI{?d zq~6EdO(@F^n933wf^k#F7G)J=qZ7u4&q=i`HZ8VhKLFY-WLZua7S%%r@iv}-x-bL! zz`gy-6=p~akDr5&mT?j!P@Y!;E}HfcjVafFQMJe~E3Q&L{el+pU#NOs6sYJUhq0{* z-J?$RPGLM~1*p%(=wOx?mOMjy#2;Xp{f3f%CbVN86w&nBKRkWRYJ zN(!y)_Fb)*Co$9jcg?09E+8Tm6}2UJ4m^l#Au_XxAIIllT6o7$7zy3(Wwu)zU$m89 zl<@a_umi^XT?UsLKD`Y-pphHe%vxLmVW=-JTi8JFIFL1w1MSjF=XvnC zX*oi^9>*>E68^yah(YYGycEQ`bcE`A6%Em4S~L{|(5IsmbuV*E}tT322(SVbwn{x-Q^repWv^6g^|H z)B5Z$qb;IJ@>KwK)hlsdnMJzR30gN@Ph$={W|mp1UG@Ckdd<PsqOeGvj~F$%N8sak1CEdjC}lVf>Mkj^+jqCdSH64i>g%j=yc|PI2A8Dc0au z#TtMWMt01hFQW{CTO5F33gj})w15axHgwfo|6&b8&f_umvh=*WE{O$WW)STcRU{J? zLIx!fw2ni|defqzH;GYYzHD&}$NG)5RMf{kmIb~~cS}Zv^oCEe>FbmQ;R7yB95PWx z(j9_HkF!ww_8Y|vS<1X=Hv8om{~k{A)U*$v;4#+#`A(59HN&&gOAFjB9m`@aU zt&Hd;f)t=X_=A_5oEw9>^#RhzJ5b?L%3;~XiL@0E<~Y$@vgGpd+voAZ9X#fPIv1j8 z1aTRMbZ^#LUWNv^jE^U^k|eD2PkHzTGU$qW)v(%rQu;O&AdAt$XhllaHb(WK`>p%9 z9A`Nrs_9HmU06bW9%wh7k+$_1wqa~OrkK@rSeG{4x2PU#-RkY&n_cs|Q%>!RPJ8*U z>watR2L^-&0HA0A0K|W-yOX=M$?pq(qNx?V%!T2jXYukr!Ict@ga!vp#V_n*u~zw9 zMO`Hcc2yd@RL?u7`WNrXYRBktW8c&X)lohf!=GOJM@GDZ@wbCa3WSnzGhAsU1DO@H zOpAQImQdqp0H_7Z&dDY}J!Pez z2;kbU8P?)qJvi*qJaF15wdhx=`m~B9Frb$e7HsIR&GQ`se@>l2pm_{8_WEoLZmx|U zghR9OGQU%Sd-@p-qLyn@0pt=!#qQII_sRv2Fw>+|%_C*SJV<5?q@N%G>)mQ|1P;TG z%|GwmW1&wZ>=M$IB>5lFdbk9(HAJZ#bhGLxgq&l?OFaW z!0X2ddzXx|9kg{{9=c4YZAW3~j!(?A3)0aXTtW$`NrFtC3qDQ!dsTNNYOgy{OtANc@Ti{BAN!Fu6d*ASLYTjw5% z=p&89eigt^vFSPg=;#uN86=H}hdEpntl>(3{!WCeu@7fKHREnExYP{&E~%ft@?9yo>56+ek_7~7?#hV3KzUXI< zXeu~aKJ4;*;paf*=hm&iF2p(UBQn1ayAVwkiy+F&kP&DVURYncPtsZSv+RgiA2v zl5gpP@iu|~iPaLfO6mT(dN;zQuE3G&1GX80VTtNwRu!#T6*v)H8JHt(`EYERMggX7 z&dC~ei|Wm-3v!Z?J3$>tdG4guTog{NPdu11uiJ$gu_3~9VAtEf0&+2AnmW$r-3iVy z3$8WRtbS`#5iNKlh0q)3CB@!%X8`*z^o(8A!e5Mw=Nb^vGwq;22#qn!V8H|x)-(YZ7AJ1-kux;RwX_y7iXRa;hRknV# zlymgk4eNy4(0k%Eb)pl$=*mp(pjf(j7*PKM5I5FZf-FgM!Q|nbFjfFxHXr$H^TE9Q zMuKjh#$imL0C)lMOcxR;_pOs??<`|CfEPdV=H88oC5#?|D5^CXs33#tbT0A*LPBdzWD zutA0FKzgI5I`J!*(R#}oEv&VZS@zxyS4c&-V}U#pIP;Gu^x*`e?U)>x=N@8k<>!H_ ztLqt0@c-?v-V%J#jNGe4hr|H@u>UAczsYn*a}yIMN5hV` zyXUfPMo3xNrQw2WvA8xBsGy%^ef4Iw^EpHJLxu9UVcS&eaGiPAtlAN8&bz0^(!tzE z&GOnZm#&_Qqt@e=HN77mDlHQYlDn8ctzqI+6m8>iedy0TzIBYn6(}v+dPK%lHOgLQ zmeOk{?JrWRmhz1ch1{r$ zVmfB&x)WzEqNyvk`fKtDRK-^xd-R}R9!;^oePWy8kRQ#ZRjr3f@?75EJ{)XsO3p7Y z*uKv)3BJ@#<==_x3ZVI6#W0;+-;Xr#sK@rUVPMB0G5Pks=FEp`&k>A1QE+Heob2Z$ zfi}IPzWT%nO|8m$dtov>?aJDQ6x38QpJy4*dL~bE`!I)wrWq5gbEchWb-N_`FhK!I z-{~2V$p_o)WTCQA>JIww%9#~>3^)XB8dir5^75+?>jWEs05S>cvr0vm8Zd9+Vftz9 zj!nh>rP#?fo)!-?z4OYXJt?4Nf<=qsHvM4=$31p3R9<81jUZO^S?!~(PQaV%66#iM zf#_P=peh(aeoAkN2t))}!Au*5S*%cJ`P~kpIVtO;h@y2hz zu`MG71u_};%`)o(0|)LDE@GCmTgj0bW&_nzVr>3!lEF$9eMG$yG^u=(3`l|`u6)+^ z)+wPFNJQn#(nK2}4pV}OUHl`g?CDym<*JuD=saQ33hsL=3O!0Yrtwm*ul5Zgv9nSD zHU})uf|5xf??6jH=}=-Q-1n5N&p6-RqIvgP$jqY{oI)n-Q!IFO&YvC+rGV=yH&U{u zUwMhemhY84pUI+pQ_NAv#3I>67@XlRY=(9gVH;6riLl|UhsK2TNtW$J@K`ueU~Au! zS`YOIwIqns=P&4JP($rkmO;Mn6Q2EypC`c*BNT*l6YFN&mxC69alzEk=LZ|(WjIVj zs&6S7ChlHabodr09j9rk0=kDx0KLO50mZ|1N-?4^1XIPJfhiOlg|1%cIDaguV(mQ^ z{tpG5wdUnReVE7X@eIAOJJ1?Jk1<6p%MUM9MKpWDYGM@9P)e*2t~&F85qkj}v=vtk zP8XUA0QCEtYtjs2v9ScMy%bJqd^94c=e{`BeE$0Us&=vJ8{uOBvPtr*~2`paww7mXx+8F#Z#ay@pq7N;Cahv=x)Th$7xXSrzLy|ZmS9W2B^Va0 zdTm_(qaD`34@spaEXcr+*ia1_H!pSG2y`x$jL9%aBe@u>_W{!xRVYQ_s8(`KM5Ge~ zNg0D7n*bELy7~%L6NMsB7u<{DsL!(OuQ)vl95zUG2<|jeIS>zPwhTZQ`L%C4M zfAj_*Mqs)(^7AT_W7qn7;o(M_1`$;o_N66u?Ng(_VnSiqF`(o5N@Qv(ZK2kgO-5?h zf`5ZlFUnuC1VWA>YSxN0W0BZlL7$_Oav{27bXSP=a2?4Ek%A-f@1v7+r@($>4~EVQ zgT)#75{qg@iX9Z^C#U(AIMmQDA_?kTkv&UOX$TpEij|C0bd)Ru20WQIfVp4sm(NnxXFy7gQBHqKfkcV_`0}p)6N6D~|271{=~Ypt?Wpi_|dJiUFD%dIf1(^u*CJHqm^-_ zMdotZd4B4p9MEmr7NW(F091Rv70c{Z27<`+>_9J_*pIKBuz$8&kx=1^R9|cG5byCXBzIe=ol$8d}kK>=-`cTY~CWU-mfSM@wi%>ZMyjs;hOO;&xlcD>sp3 zpe36?+MLTicr-L(-59rRFp?M{@Qa@4;<@nA=#53z;YGX<-9=KN)>u`Xecr*ref&=X zj$SwAA#m@DK1htr$|Q#ElCCTfDky(v;2bCcrf4jY-p+mqQv;K9yDn`flVVY%n1R991?^%X(r~K0m(iMq<%WqA*T`@3-iIBNPZ~mWhf5 zNG~^3Z0j-~E(p7m>KfqR#cI7@CM2iwXZT3f1f~fAe|cS$^@Z*5esF!y z5l`jwih$gH!^)YS_v0YeS>Afb%jK=Sz<8lRbTY^D5+{+s&->&~C1g4V?ThQ$voBBQ ztFx1W4>!m1e9NuiM4)qK+0YM-LpUv?=<3;nJ`V46kFE2|_AI9tB6nVTK*Vd&rY(YyJH)j;{A!q<$_n_;`oJ*!Vm zhO9DP?`AQ>dMk8<+n1)bCNk#)hyyoS`6wV)JwZmo(Tw<6SYqp;ekwo07^`jdIn{0) zrO1T~E0zj}AZRla_(>f*dcX93S zEIOde=5v6_IDm1M7g8?HW}>CclA$zhgle*S!yTctis(Sjv_n{ES>BOra!&d#Q3Sm!==gwicx&UBjU$4RtvqbT zZ1#`r;}gweDw7nNKsW+2R_nCloebMqS53+guQX?#QkB(jW7^c!v;%b0ruZ!%Y2S0E ziQd}gtzEz0FC1;*5E|`>M4dOTKy{8r9ls&|uvr<&MAwQ!w@gTR(Fn97{ipn*nB|PUErJjNZRo6!O@1cdA=)m{1Og;;s*~zxI|-pId5{2T5`cM z{D)=c9x2WRSUN-_H`IyRS=(kk<1&z_1i@7u-F#~fQ{IvXLG?Vj!)H8oOI9f9X$>m# zIkG0T)D2Op6yZVa4odhTg5vcSru5$a(GOwPy`67r-vxezc(*;a8SKQuA@P+IoH@-2 zy!}y@qiPNqT3xOQA#%5Xy8x|u--rVv>>40r%F3eXvRICKdU%40EwKIOtWxapTeoH$ zBgu;R#Wey!Z9!86Nq?@X3NKKKLL2`htDPLpN}x?>*-)n=jIvzo50!-B9Bceq(a0Q{qSF_RbBkh=2vAw9zQEnBB3+3Hx_%Qx#T|bDejGLFpS+=#yzw7dYQOG)n zS>OVCrN?E!%6-{4n7)<@wlF(}@l!1upGUxu5#TmNx-cJ(VnqWUK~&ELB6S+tIyQv1 z5_J<#^UX5cTIq+?D!qt@0x3G&q#h4-n)+PZ_PMBB4`*x@x&Yl%RQz|eawUo`27>-{ z2n{2Zr{j0?-@I!&3Yu9qB~#Ps?rWG=v{%)vCcb&QAVv>7m51JTPCL&l+Pok zug)`_2#kzktGkO4H8Xa#4^&uvdhLJzvkaew6^;77cE{Bqf4B938QU2tIM@Ll8I7DB zo$PG>W$XFhxbsz^v?a*O_Yz|do>BUQ1oP4zgGOdtrstCbV9<-c;1u9#z(X!NG5feK zwHyscFtlEr$Gn`mQ>3@MmN%L#18E$X2uU`Wg-yo$Szsowv{Jw))k!U9q`DodjG)KD zMlRFu~_o%(qU#U|)8ieg*H=2JZmM+-L-RN`!TD9eb56YiXh z%1*K$k|5gGoUC4GHKbdjC)&nbM}oAB#V;}!oRSu}@4jx;lo(?4Za^mkBL@~xLfpU= z!xex835|D0d+2VKFI<2x#F^4hQpL#~3UUrsMdco>s#x2`fg*t{FZ;AtFk6C4n_VvK zo`z0&&8s&+LQMV{0=eJ_=#_T54BKY)bO+JCxNrPUBqmyH`Rpe#r`>!we1sdwp5JTJ zM#I%zpn)vDS=1I9hm`vWQ^TB2qSrnY6J1WFEAp46b5;v&H><%!yq+1mZfMic;uvDE z2G~IcZ?M2}nc&dF!P_L5CF04R3(h>3HDX(Hf11xBtELU7^Yau@GxDA$ zg1XOdB0MO~tzTHu^D0L2W+^ic(y{YXkhG_zlh>!4&1umtxUY`q^tOwFmP-99o)-|^ zLGlB3nd`FJr1J-EIfi4JjFydJC)9fw6$xg$UDbeokg){2KADs~?hs5M{tsxGP${H3 zLWOwbcWIq8-!aW9QJ5lOYZukuIJfADKI@7-X6@{n{ZLc-xShPZQ$Ade0^gICGblirQ}v6KYd2iY9g2 zUupYKQup2SK*qe1`r>u3M*SSQna~c5fQkwpa)n4LTM5LWXpOul2=n&C} z$@5EvNDt)N?oVVdVi%Lz3$D-XGte~cx5isp3CAaFoiFBHm+0=Y%Qa9q=p>-UGz-Qp zg$dKsAE}1H-{gHTLwq;%7QFdubTsW@Qyt;=cIOSn_d~gHaM~?U?qW_EGsIarSO#x# zDE-TC+Pl;rFr7s@LNTXmsO2n>sS|{RVY*jj!;PtmcgPRtJEXy-ln%0C0{m)l^0Krc z*F#=>B!&oU7n+>y3o}=}Z79TnhMiFSsGRBJ)~xazxu3*d-hJZFS9G)qE+da=QHskO zKspNd5!j|HdwGTkGxDS*CFX~%^MNcR1%Kmzy=<^D1xv`bMaY8+#8I2KR7eJS6c;ph zH>9lAmnX&WL!VeS z#g#K0T?Y1dXPK_MUr1uAr_VBcO4Z-GcRQ$ZL|$wKW@UV*@qx{cqi=ecP(*M2 zUr3L z_#E7wXZ}7KJF4)iMq4=^Nk~U>i#r1wA~y~a<*CGJNAhS~yk=Cm=26z#p=zR=7G@N` zN}l}oUY?<&)#*{@=~W&5@t9!X^sg?0|89!@lb(OP`!5!01?j&7{N1PdSAdGw4dO4Z z&0hom?pFJ2;O6Vh{r~S>`xWO`$I_oj6mY-e{MEnoYw)kuia&#!5q=N;htc9!gkMbp ze|y5dHln`M1>j$@=GW-ISB$?#o6!6v`rq~A*YIC6^-q9z?|y&$ azvZohG}J4(004y7*UM{(LZ|=j)Bgj>No|q< literal 0 HcmV?d00001 diff --git a/src/Exam.java b/src/Exam.java new file mode 100644 index 0000000..b987be3 --- /dev/null +++ b/src/Exam.java @@ -0,0 +1,46 @@ +import java.io.IOException; +import java.util.ArrayList; + +public class Exam { + + private String id; + private ArrayList students = new ArrayList(); + private int number_st_enr; + + public Exam(String id, int number_st_enr) { + this.id = id; + this.number_st_enr = number_st_enr; + } + + public String getID() { + return this.id; + } + + public void setStudents(ArrayList students) { + this.students = students; + } + + public ArrayList getStudents() { + return this.students; + } + + public void addStudent(String s) throws IOException { + students.add(s); + if (this.students.size() > this.number_st_enr) + throw new IOException(); + } + + public void setNumber_st_enr(int number_st_enr) { + this.number_st_enr = number_st_enr; + } + + public int getNumber_st_enr() { + return this.number_st_enr; + } + + public String toString() { + return this.id + ", " + this.number_st_enr; + } + + +} diff --git a/src/GeneticAlgorithm.java b/src/GeneticAlgorithm.java new file mode 100644 index 0000000..6af8fe9 --- /dev/null +++ b/src/GeneticAlgorithm.java @@ -0,0 +1,339 @@ +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collections; +import java.util.Random; +import java.util.Map; +import java.util.HashMap; +import java.util.List; +import java.util.stream.*; +import java.util.Comparator; + +public class GeneticAlgorithm implements Runnable { + + private Integer[][] population; + private Model model; + private int nChrom; + private int nExams; + private int nTimeSlots; + private int[][] conflictMatrix; + private double[] penalty; + private Random rand; + private boolean found; + private Integer[] chromosome; + private int nLoop; + private int returnBack; + private List sortedExmsToSchedule; + private List ExmsToSchedule; + private IteratedLocalSearch ts; + private long lastOptFound; + private int minimum_cut; + + public GeneticAlgorithm(Model model, int n_chrom) { + super(); + this.model = model; + this.nChrom = n_chrom; + this.nExams = model.getExms().size(); + this.conflictMatrix = model.getConflictMatrix(); + this.population = new Integer[n_chrom][nExams]; + this.penalty = new double[n_chrom]; + this.nTimeSlots = model.getN_timeslots(); + this.rand = new Random(); + this.ts = new IteratedLocalSearch(this.model); + this.minimum_cut=(int) Math.round(this.nExams * 0.1); + } + + @Override + public void run() { + this.initial_population(); + double optPenalty = Double.MAX_VALUE; + + while (true) { + this.crossover(); + this.calculatePenaltyPop(); + // ratio between medium penalty and maximum fitness + double ratio = (Arrays.stream(this.penalty).min().getAsDouble()) + /Arrays.stream(this.penalty).average().getAsDouble(); + + if (Arrays.stream(this.penalty).min().getAsDouble() < optPenalty) { + optPenalty = Arrays.stream(this.penalty).min().getAsDouble(); + lastOptFound = System.currentTimeMillis(); + } + + if (ratio > 0.997 && (System.currentTimeMillis() - lastOptFound) > (25 * 1000) ) { + for (int c=0; c exm2 = new ArrayList<>(); + List exm1 = new ArrayList<>(); + + for(int i =0; i(ExmsToSchedule); + + for (int c = 0; c < nChrom; c++) { + do { + found = false; + + chromosome = new Integer[this.nExams]; + nLoop = 0; + + Collections.swap(sortedExmsToSchedule, 0, c); + doRecursive(chromosome, 0, sortedExmsToSchedule.get(0), this.nExams); + + + } while (!isFeasible(chromosome) || existYet(chromosome)); + + + if(model.isNewOpt(chromosome)) { + + Thread current = Thread.currentThread(); + System.out.println("Found by " + current.getName()); + } + + + population[c] = chromosome.clone(); + } + + } + + /** + * Sort Exams by the number of conflicts, in order to try to assign exams + * first with the biggest number of conflicts + * + */ + private void getSortedExmToScheduleByNumConflict() { + HashMap exmStuds = new HashMap(); + + for (int i = 0; i < this.nExams; i++) + exmStuds.put(i, (int) Arrays.stream(conflictMatrix[i]).filter(c -> c > 0).count()); + + this.ExmsToSchedule = exmStuds.entrySet().stream() + .sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())).map(Map.Entry::getKey) + .collect(Collectors.toList()); + + this.ExmsToSchedule.add(-1); + + } + + /** + * Recursive method used to generate population with getBestPath Method and + * getSortedExmToScheduleByNumConflict method + * @param chrom + * @param step + * @param exam_id + * @param numExamsNotAssignedYet + */ + private void doRecursive(Integer[] chrom, int step, int exam_id, int numExamsNotAssignedYet) { + + if (numExamsNotAssignedYet > 0 && exam_id > -1) { // till there are no more exams to schedule + if (chrom[exam_id] != null) { // if the exams has already an assigned time-slot + doRecursive(chrom, step + 1, sortedExmsToSchedule.get(step + 1), numExamsNotAssignedYet); + + if (returnBack > 0) { + returnBack--; + return; + } + + } else { + for (int i : getBestPath(chrom)) { // time-slot + if (!found) { + if (!model.areConflictual(i, exam_id, chrom)) { + chrom[exam_id] = i; + doRecursive(chrom, step + 1, sortedExmsToSchedule.get(step + 1), numExamsNotAssignedYet - 1); + chrom[exam_id] = null; + + if (returnBack > 0) { + returnBack--; + return; + } + + } + } else + return; + } + + if (!found) + nLoop++; // every time i fail a complete for cycle + + if (nLoop > nExams/2 && !found) { + returnBack = (int) (step * Math.random()); + nLoop = 0; + } + } + + } else { + found = true; + chromosome = chrom.clone(); + } + } + + /** + * Find the best order path to schedule time-slots based on the total number of students enrolled in already scheduled exams. + * The idea is to search before scheduling if possible an exam in the most crowded time-slot, in order to reserve the remaining time-slot to most conflicting exams. + * @param chrom + * @return list of sorted time-slots by the number of students enrolled in the + * exam assigned yet + */ + public List getBestPath(Integer[] chrom) { + List path; + HashMap numStudentTimeSlot = new HashMap(); + + for (int k = 1; k <= this.nTimeSlots; k++) + numStudentTimeSlot.put(k, 0); + + for (int i = 0; i < this.nExams; i++) { + if (chrom[i] != null) { + int numStud = (numStudentTimeSlot.get(chrom[i]) + model.getExms().get(i).getNumber_st_enr()); + numStudentTimeSlot.replace(chrom[i], numStud); + } + } + + path = numStudentTimeSlot.entrySet().stream().sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())) + .map(Map.Entry::getKey).collect(Collectors.toList()); + + // if i just started and my chromosome is empty, i generate a random path + if (numStudentTimeSlot.values().stream().mapToInt(Integer::intValue).sum() == 0) + Collections.shuffle(path); + + return path; + } + + /** + * Computing penalty for each chromosome + */ + private void calculatePenaltyPop() { + + for (int c = 0; c < nChrom; c++) { // For each chroms + this.penalty[c] = model.computePenalty(population[c]); + } + } + /** + * A method used to improve the population, adopting a non-standard crossover technique for generating a child and then running a Iterated Local Search on it. + * + */ + + private void crossover() { + int crossingSecStart ; + int crossingSecEnd ; + Integer[] parent = new Integer[nExams]; + Integer[] child = new Integer[nExams]; + int indWorstParent = 0; double worstValuePop = Double.MIN_VALUE; + + // Search the worst fitness in my population + for (int i = 0; i < this.nChrom; i++) { + if (penalty[i] > worstValuePop) { + worstValuePop = penalty[i]; + indWorstParent = i; + } + } + // Finding a random parent + parent = population[rand.nextInt(nChrom)].clone(); + + // Calculate a random crossing section + crossingSecStart = rand.nextInt(nExams- this.minimum_cut); + crossingSecEnd = (int) (rand.nextInt(nExams - crossingSecStart ) +crossingSecStart); + + // Copy crossing section two chromosomes + for (int i = crossingSecStart; i <= crossingSecEnd; i++) + child[i] = parent[i]; + + // Order Crossover modified + int k = 0; // Recursions failed counter + this.sortedExmsToSchedule = new ArrayList(ExmsToSchedule); + + do { + int numExamsNotAssignedYet = (this.nExams - (crossingSecEnd + 1 - crossingSecStart)); + found = false; + chromosome = new Integer[this.nExams]; + nLoop = 0; + + doRecursive(child, 0, sortedExmsToSchedule.get(0), numExamsNotAssignedYet); + Collections.swap(sortedExmsToSchedule, 0, k++); + + if (k > this.nExams) { + return; + } + + } while (!isFeasible(chromosome) || existYet(chromosome) || ts.isMinLocalYet(chromosome)); + + child = ts.run(chromosome).clone(); + + if (model.computePenalty(child) < penalty[indWorstParent]) + population[indWorstParent] = child.clone(); + + } + + /** + * Checking if a chromosome already exists + * @param chrom + * @return boolean + */ + + public boolean existYet(Integer[] chrom) { + + for (Integer[] c : population) + if (Arrays.equals(c, chrom)) + return true; + + return false; + } + /** + * Checking if a solution in feasible + * @param chrom + * @return + */ + private boolean isFeasible(Integer[] chrom) { + for (int e = 0; e < this.nExams; e++) { + if (chrom[e] == null || model.areConflictual(chrom[e], e, chrom)) + return false; + } + + return true; + } + +} \ No newline at end of file diff --git a/src/IteratedLocalSearch.java b/src/IteratedLocalSearch.java new file mode 100644 index 0000000..f0948a9 --- /dev/null +++ b/src/IteratedLocalSearch.java @@ -0,0 +1,174 @@ +import java.util.ArrayList; +import java.util.Arrays; +import java.util.List; + +public class IteratedLocalSearch { + private Model model; + private int n_exams; + private int n_timeslots; + private double optPenaltyLocal = Double.MAX_VALUE; + private int[][] conflictMatrix; + + public IteratedLocalSearch(Model model) { + this.model = model; + this.n_exams = model.getExms().size(); + this.n_timeslots = model.getN_timeslots(); + this.conflictMatrix= model.getConflictMatrix(); + } + + // called method in crossover + public Integer[] run(Integer[] chrom) { + double currentPenalty; + double newPenalty; + + Integer[] optSolution = chrom; + Integer[] newSolution; + Integer[] currentSolution; + + currentSolution = chrom; // solution passed from crossover + currentPenalty = model.computePenalty(currentSolution); + optPenaltyLocal = currentPenalty; + + do { + newSolution = generateNeigh(currentSolution); // generating neighborhood + newPenalty = model.computePenalty(newSolution); + + //if the penalty from old solution to the new one has improved of at least a thousandth of the my optimal old solution, the new one is explored again + + if ((currentPenalty - newPenalty) > 0.0005) { + currentPenalty = newPenalty; + currentSolution = newSolution.clone(); + + } else { + + if (!isMinLocalYet(newSolution)) { + model.addMinLoc(newSolution.clone()); + } else break; + + if (newPenalty < optPenaltyLocal) { + optSolution = newSolution.clone(); + optPenaltyLocal = newPenalty; + + if(model.isNewOpt(optSolution)) { + Thread current = Thread.currentThread(); + System.out.println("Found by " + current.getName()); + } + + } else break; + + currentSolution = swapTimeslot(newSolution); + currentPenalty = model.computePenalty(currentSolution); + + } + } while (true); + + return optSolution; + } + + /* + * Generating the neighborhood of a given chromosome + */ + public Integer[] generateNeigh(Integer[] chrom) { + double bestPenalty = 0; + double newPenalty; + double actualPenalty; + Integer[] bestSol = chrom.clone(); + + for (int e = 0; e < this.n_exams; e++) { // for every exam + Integer[] newSol = chrom.clone(); + actualPenalty = model.computePenaltyByExam(chrom, e); // computing weight-penalty for exam e + + for (int i = 1; i <= this.n_timeslots; i++) { // for every time-slot + if (!model.areConflictual(i, e, newSol) && i != chrom[e]) { // checking if time-slot is feasible + newSol[e] = i; + newPenalty = model.computePenaltyByExam(newSol, e); //computing weight-penalty with the new exam + + // if the difference between the two penalty (the new one and the old one) is bigger than + // the best previous solution + if ((actualPenalty - newPenalty) > bestPenalty ) { + bestPenalty = (actualPenalty - newPenalty); + bestSol = newSol.clone(); + + } + } + } + } + + return bestSol; + } + + /* + * Checking if a solution is a local minimum + */ + public boolean isMinLocalYet(Integer[] solution) { + List minLoc = new ArrayList<>(model.getMinLoc()); + for (Integer[] ml: minLoc) + if (Arrays.equals(ml, solution)) + return true; + + return false; + } + /* + * Computing the best swapping exams blocks between time-slots couples between all possible ones + */ + private Integer[] swapTimeslot(Integer[] sol) { + Integer[] test; + Integer[] bestSol = sol.clone(); + double bestPenalty = Double.MAX_VALUE; + + for(int timeS1 =1; timeS1<=this.n_timeslots; timeS1++) { + List exm1 = new ArrayList<>(); + + for(int i =0; i exm2 = new ArrayList<>(); + + for(int i =0; i exmSwap1 = new ArrayList<>(); + List exmSwap2 = new ArrayList<>(); + + for(String e : new ArrayList<>(exm1)) + for(String e2 : exm2) + if(this.conflictMatrix[Integer.valueOf(e)][Integer.valueOf(e2)] > 0) { + exmSwap1.add(e); + break; + } + + for(String e : new ArrayList<>(exm2)) + for(String e1 : exm1) + if(this.conflictMatrix[Integer.valueOf(e)][Integer.valueOf(e1)] > 0 ) { + exmSwap2.add(e); + break; + } + + for(String e : exmSwap1) + test[Integer.valueOf(e)] = timeS2; + + for(String e : exmSwap2) + test[Integer.valueOf(e)] = timeS1; + + if(model.computePenalty(test) exms; + private HashSet studs; + private long timeStart; + private String path; + private double optPenalty; + public boolean old_flag; + private List minLoc; + + public Model(long timeStart) { + super(); + exms = new HashMap(); + studs = new HashSet(); + this.optPenalty = Double.MAX_VALUE; + this.old_flag=false; + this.timeStart = timeStart; + this.minLoc = new ArrayList(); + } + /* + * The running Model method + */ + + public void run() { + int count = 0; + + for (int i = 0; i < this.exms.size(); i++) + for (int j = i + 1; j < this.exms.size(); j++) + if(conflictMatrix[i][j] > 0) + count += 1; + + // Computing instance complexity in order to have the most suited chromosomes number + double difficultInstance = (double) count/(this.exms.size()*this.n_timeslots); + int dimPopulation = (int) ((int) CHROM_NUMBER/difficultInstance); + + if(dimPopulation<4) + dimPopulation = 4; + + /* + * Threads creation + */ + boolean[] threadTaken = new boolean[THREADS_NUMBER]; + GeneticAlgorithm[] generators = new GeneticAlgorithm[THREADS_NUMBER]; + Thread t[] = new Thread[THREADS_NUMBER]; + + for(int i = 0; i < THREADS_NUMBER; ++i) { + generators[i] = new GeneticAlgorithm(this, dimPopulation); + t[i] = new Thread(generators[i]); + t[i].start(); + threadTaken[i] = false; + } + + } + /* + * A method to check if a solution is the optimal one + */ + public synchronized boolean isNewOpt(Integer[] solution) { + double penalty = computePenalty(solution); + + if(penalty getExms() { + return this.exms; + } + + public synchronized int getStuds() { + return this.studs.size(); + } + + public synchronized List getMinLoc() { + return minLoc; + } + + /* + * Loading instances data + */ + + public void loadIstance(String path) { + this.path=path; + this.loadSlo(path+".slo"); + this.loadExm(path+".exm"); + this.loadStu(path+".stu"); + this.buildConflictMatrix(); + } + + private boolean loadSlo(String file) { + String st; + try { + File file_time = new File(file); + BufferedReader br_t = new BufferedReader(new FileReader(file_time)); + + while ((st = br_t.readLine()) != null) + n_timeslots = Integer.parseInt(st); + br_t.close(); + + return true; + + } catch (IOException e) { + System.err.println("Errore nella lettura del file slo"); + return false; + } + } + + private boolean loadExm(String file) { + String st; + int id = 0; + try { + File file_exams = new File(file); + BufferedReader br_exm = new BufferedReader(new FileReader(file_exams)); + while ((st = br_exm.readLine()) != null) { + if (st.length() > 0) { + String[] parts = st.split(" "); + int nStudents = Integer.parseInt(parts[1]); + Exam e = new Exam(parts[0], nStudents); + + ArrayList students = new ArrayList(); + e.setStudents(students); + + exms.put(id++, e); + } + } + br_exm.close(); + + return true; + } catch (IOException e) { + System.err.println("Errore nella lettura del file exm"); + return false; + } + } + + private boolean loadStu(String file) { + String st; + try { + + File file_stud = new File(file); + BufferedReader br_stu = new BufferedReader(new FileReader(file_stud)); + while ((st = br_stu.readLine()) != null) { + if (st.length() > 0) { + String[] parts = st.split(" "); + String idS = parts[0]; + int idE = Integer.parseInt(parts[1]) - 1; + + if (!exms.get(idE).getStudents().contains(idS) && exms.containsKey(idE)) { + studs.add(idS); + exms.get(idE).addStudent(idS); + } else throw new IOException(); + } + } + br_stu.close(); + + return true; + } catch (IOException e) { + System.err.println("Errore nella lettura del file stu"); + return false; + } + } + + /* + * Building a matrix with the number of student enrolled in all possible exams couple + */ + + private int[][] buildConflictMatrix() { + + this.conflictMatrix = new int[exms.size()][exms.size()]; + ArrayList eList, EList; + + for (Entry entryExam1 : exms.entrySet()) { + for (Entry entryExam2 : exms.entrySet()) { + if (!entryExam1.getKey().equals(entryExam2.getKey())) { + eList = new ArrayList<>(entryExam1.getValue().getStudents()); + EList = new ArrayList<>(entryExam2.getValue().getStudents()); + eList.retainAll(EList); + + conflictMatrix[entryExam1.getKey()][entryExam2.getKey()] = eList.size(); + } else + conflictMatrix[entryExam1.getKey()][entryExam2.getKey()] = Integer.MAX_VALUE; + + } + } + + return conflictMatrix; + } + + /* + * Writing solution output on a file + */ + public void writeFile(Integer[] sol) { + try { + File file = new File(this.path+"_DMOgroup16.sol"); + file.createNewFile(); + FileWriter myWriter = new FileWriter(file, false); + for (int i = 0; i < sol.length; i++) { + myWriter.write(exms.get(i).getID() + " " + sol[i] + "\n"); + } + myWriter.close(); + } catch (IOException e) { + System.out.println("An error occurred"); + e.printStackTrace(); + } + } + + +}