From c4cbf081ebd22b260b30e639f08e171ed9f51d4f Mon Sep 17 00:00:00 2001 From: Shivam Chaturvedi Date: Thu, 9 May 2019 00:28:20 +0530 Subject: [PATCH 1/5] Added file for Top 100 file uploaded --- Phase 1/Python assignment/Top100.txt | 100 +++++++++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 Phase 1/Python assignment/Top100.txt diff --git a/Phase 1/Python assignment/Top100.txt b/Phase 1/Python assignment/Top100.txt new file mode 100644 index 0000000..30a9e22 --- /dev/null +++ b/Phase 1/Python assignment/Top100.txt @@ -0,0 +1,100 @@ +said : 2762 +one : 2008 +prince : 1856 +pierre : 1753 +now : 1242 +natásha : 1061 +will : 1050 +man : 1031 +andrew : 1015 +time : 891 +face : 885 +princess : 859 +went : 857 +french : 847 +eyes : 815 +know : 806 +old : 801 +room : 757 +thought : 752 +men : 747 +chapter : 731 +began : 708 +see : 703 +rostóv : 702 +go : 701 +came : 680 +without : 667 +moscow : 665 +asked : 664 +still : 659 +come : 646 +looked : 646 +well : 640 +felt : 626 +count : 616 +army : 615 +first : 612 +left : 596 +mary : 595 +another : 591 +something : 589 +say : 579 +seemed : 578 +two : 573 +away : 572 +nicholas : 570 +life : 563 +head : 558 +little : 552 +day : 535 +whole : 528 +hand : 527 +people : 508 +even : 503 +yes : 503 +long : 501 +back : 497 +emperor : 495 +heard : 491 +must : 480 +general : 468 +way : 467 +napoleon : 462 +always : 461 +look : 461 +saw : 461 +made : 457 +russian : 449 +nothing : 442 +young : 440 +though : 435 +countess : 434 +kutúzov : 430 +suddenly : 428 +love : 426 +round : 418 +knew : 407 +right : 407 +voice : 407 +smile : 406 +never : 405 +told : 405 +officer : 402 +moment : 400 +took : 395 +looking : 389 +us : 389 +everything : 386 +much : 385 +sónya : 385 +turned : 384 +let : 375 +quite : 374 +tell : 373 +house : 367 +words : 366 +good : 358 +denísov : 354 +evidently : 346 +take : 346 From 52c023d2ad147309bf762d93699980341e6f7260 Mon Sep 17 00:00:00 2001 From: Shivam Chaturvedi Date: Fri, 12 Jul 2019 01:59:01 +0530 Subject: [PATCH 2/5] Removing Top100 file --- Phase 1/Python assignment/Top100.txt | 100 --------------------------- 1 file changed, 100 deletions(-) delete mode 100644 Phase 1/Python assignment/Top100.txt diff --git a/Phase 1/Python assignment/Top100.txt b/Phase 1/Python assignment/Top100.txt deleted file mode 100644 index 30a9e22..0000000 --- a/Phase 1/Python assignment/Top100.txt +++ /dev/null @@ -1,100 +0,0 @@ -said : 2762 -one : 2008 -prince : 1856 -pierre : 1753 -now : 1242 -natásha : 1061 -will : 1050 -man : 1031 -andrew : 1015 -time : 891 -face : 885 -princess : 859 -went : 857 -french : 847 -eyes : 815 -know : 806 -old : 801 -room : 757 -thought : 752 -men : 747 -chapter : 731 -began : 708 -see : 703 -rostóv : 702 -go : 701 -came : 680 -without : 667 -moscow : 665 -asked : 664 -still : 659 -come : 646 -looked : 646 -well : 640 -felt : 626 -count : 616 -army : 615 -first : 612 -left : 596 -mary : 595 -another : 591 -something : 589 -say : 579 -seemed : 578 -two : 573 -away : 572 -nicholas : 570 -life : 563 -head : 558 -little : 552 -day : 535 -whole : 528 -hand : 527 -people : 508 -even : 503 -yes : 503 -long : 501 -back : 497 -emperor : 495 -heard : 491 -must : 480 -general : 468 -way : 467 -napoleon : 462 -always : 461 -look : 461 -saw : 461 -made : 457 -russian : 449 -nothing : 442 -young : 440 -though : 435 -countess : 434 -kutúzov : 430 -suddenly : 428 -love : 426 -round : 418 -knew : 407 -right : 407 -voice : 407 -smile : 406 -never : 405 -told : 405 -officer : 402 -moment : 400 -took : 395 -looking : 389 -us : 389 -everything : 386 -much : 385 -sónya : 385 -turned : 384 -let : 375 -quite : 374 -tell : 373 -house : 367 -words : 366 -good : 358 -denísov : 354 -evidently : 346 -take : 346 From 77f80f67f81ac45d727eec1dfd0a0366ef2abdd2 Mon Sep 17 00:00:00 2001 From: Shivam Chaturvedi Date: Fri, 12 Jul 2019 02:07:25 +0530 Subject: [PATCH 3/5] Create .gitignore --- Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore | 1 + 1 file changed, 1 insertion(+) create mode 100644 Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore diff --git a/Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore b/Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore @@ -0,0 +1 @@ + From 9b5c0138dece53cddfb7ea189f125e45c98b9b2e Mon Sep 17 00:00:00 2001 From: Shivam Chaturvedi Date: Fri, 12 Jul 2019 02:07:56 +0530 Subject: [PATCH 4/5] Added files for Task1 --- .../Shivam_Task1/Shivam_Logs.jpg | Bin 0 -> 191554 bytes .../Shivam_Task1/Shivam_Model.py | 35 ++++++++++++++++++ 2 files changed, 35 insertions(+) create mode 100644 Framework/Keras/Keras Assingment/Shivam_Task1/Shivam_Logs.jpg create mode 100644 Framework/Keras/Keras Assingment/Shivam_Task1/Shivam_Model.py diff --git a/Framework/Keras/Keras Assingment/Shivam_Task1/Shivam_Logs.jpg b/Framework/Keras/Keras Assingment/Shivam_Task1/Shivam_Logs.jpg new file mode 100644 index 0000000000000000000000000000000000000000..261de1621ffa81e29ce973782ef4d46ac3cb675d GIT binary patch literal 191554 zcmb@ubx>SQ`z^ZB0D<5zKybIzTfXVb?-Un z&)Zc~Q?qNPckS+eY_0W7xT3rS5&|v)002l*lA_80067YN#lb;>uk4ZL{sO;2ISEUt z!ok6<{#Ez`{s?jw({xs`H*F~&;6H7kuGa7GfI_tb2A&Df($dAf@6BYl^)1!nTDmI1Mhw3bTLCjLM&5VqXqx4w< zRTLw0Qv?KAN+pJ_kllSNpeH3lyc35qYT(=MgMCx zfMd_m)(xxo>N}+)!Cl`0a%3B40}aRo_q)lzu#uuxnF;)-XExoOj z33>?sTYBrekmZZanx|HpG`V)|8tco8%l&aEDOT4LP)p81d3KAF+46jTF$MeWPmbI7<_}lHXyik0<+`34QmM{2#Z+9(N?x=z{u?6ek-E>?Z7TEdV|pC4 zIb;w3Gsy3abG5DOTDmdK+s) z|M~f(oZRpqoH0AYw-4S|=8!-u^OX1#ljj~K%fx=xPBnU<+@r1OrDOc(#0$d9kz-ma z;meAxy~pt@ozctTTJMOy`lZLrZQTQxW3mq_%zu~j+{33$!4yriJ`|)-HxUB=L9>h{I2S*@s=$H*tsc%DHIO;NIOG zHQ3w3Y1AkY;JL4Cx%=RYUY(_BUBRuN_-Lan2LToNcQP4+%@n(u8U`j~{D`FX2)_I= zyx65fjj!_P-F|Zk7Uh7?#oKD^%A5MF} zX{plYB#7zUh{0Fxb64kkew=AqMEd)Px1;Ko?*e^CNs!3eg9)jx>0*bq435y3ljtDFgR>#%5G#=K~w%S$qEz#NZCd}FYEhfB&)cBVx(*TrtMWd(=FYOJFV zX%jcZ{!?fqw1ExF`{U!m+|b((T~Dv!)*ggS+@_61NY<}=Y=J+*{9-95Wun^VOi}zu z^_a0(Ar{EFepBZu8?Zn6S?XBj4EVpqM+q2z z=D65Ob=u5~)JNyh;69~>b^QS4A8-p1c&j$rF$M#)W>GN6CK#jLtDH^6_<1Y;yi-bM zp}FI*0cyHzCUrTmv(Z-;SF-*tt|$-W5){aeH%wT!4$v{CWd^ z*w6cq?wIZsT3C~iUW5+#jA@nimhxN+Gupa?`;VTaKw&=zWYa)E?IiLMv^au|V2>fH{YdSo)!J!E9 z9JPCBTo=WlSPW%nrz@wfV6!sKiMwM#0olDo5aXm%{>Pdc*eljZFV8Zr&AtYQbrac{ zNb&H2?s>WQig!+CbhB^U9F8J#ci78{>5EWZ@!PQSdUH5hBT$8F3flV3E3sp@o+m_b zCZXmx1k&ec&TEgh?a!B8ciy3v%(3GY)FRYYBVY7Y5D?gt=ldBC2rUVl#ZlgEKWCwV z_s=j3!5`Nm>46^bhxqL5;!M^}b=W>>I8iI@QZ4RllJjV}(ex(e)um$SIDSNl%-9{>95DE;IXbQ%Hxy?v847f&fdeY~`CB6cUFEhVzzFcz) zLTqtd?3DI#!uC@=W|%lcKpU(R@Bo3)E9FaBHkJp~{=9$)wC|@61D^!;724?p(wz-$(X7 zaa|JU0jC1K*hl&`zpkzm8An1KnrrUbF1yIoh?8`jcVcV?l#`Mu-X)x5`~1N@{jAj2g%)wT#9_T*!@9PsZ_EpXyc5tqJ(0Q=D;q|@DBI8?sWKSyvA+o=2 z3PIu?oLk(D$tqY}mB>ro{DMU)4d@2e{@GBwQc|f91e5B8J;d- z{5G@8r{JXbVG<-}G0k|~hzjYDdBA(e7>50E?f1<@(Zc6(60-P}W;X=6z*k!x0;0tI z`@YT__VpNn{n7RddT^39_TnzyZW09N-aJHHXIC?`U$W&MfKgYaV-+beE&h(STj0Mw zw)3V;Fy|p%s313=EkhlZWbY3IRNW5D|7%J=sUN}NE_4CxM08_a1{pClIW+&K8(tgB zy@^!aDPB@DdBl~{XVDbiDO%aX09FDpaCIUqe8oLLTSneM>t4qx?dd^Msf&;de(nVs z76ZDYfEIrV@0J!Wm*!^k13j;|b!oGeC$e0O{ET_w8;q|PJg6&KXHjPw2bFV*UjYSZ zkM%r#>ID0f_~+3lOqb&ftknr37>CR$oyJ!+JcD1+AqB)<>I)CdGB8aRjW_xcnG@hl<=G0(cW~(K95L%M@ccR|VtSQnvULH^8hB-L z76O1Y1GOrvbuLG@4{pL7^{ZtvLe+6n;(+YVmQz*z;^fKyd(893MzYa2&Guv3bu0^30w z2(LzcsI8l2E=&W?p`ECUyy!k9VV~^iK|Twk8l{Kldp{wEzydTdrRXIVz1d!M5BCSQ zsv{q(ohM8_Hp+U)UTXJegwL(`95;OOEX`jYkxL`P0mPQrqzxUb^IhwY`W`Ce?&d@> z=mQ)#^4f2MS2GU%8E$OYS3qr5eH|&YLq34$%u|`UyqpEsYs2~(X}3AKK&4>egN{4F zGvQrF?0q(@VeZSF<2C6x`0;8HyMnI?9jE+_RC&s`kIg5n`~E`>P@MZiY#+fIeo`CU+3jD+p_uCGM-m5-|aiy{`#Y@A|SXTx!V0> zoG>1scHOc+)3SGCh?7S5@4tHewEwA_YG{?f#gwb%TI4#t!gAdNInTeP7f&|HkNbmu zsw`1y6K(1O2*d9n$`~0TTm7HA!5TBb>4;e)t(_V&PEN4nI zjfz$a|1|Rm*Y0q3R&LG_H6baD=k3Ou1050_jmms+EsoH(U=m$QNiR1zaL~JH6wB)> zcWje@EMUV#VP~dP&PI~#P`;N4)Yh)Rs=K03(igWJEB7%H6dkZuOcv4S1)vQYlgDa8 z*HM8#UT(#BS7ta_URj>0QcC+Z&|)67ftZ)e&4plrAxB1bZuzI5e-^_>5Vt=0l6fpi zN_(Xx47a4)7`vudbCn?_8Jhp`?pbcyZ!$uK?JijSfW=gXh#p9btijXdIeL)ox!80S09fhwqLo1^D~;xc8N5SqjRB2lhO?-jQNadAsh#)dIk*JfVvxkPmYU@A?y zds)=w@4UV=41IdxfPp9%eKMTTM;kjVf!Z&Eu7B2z}ws zX~L+Iuc_K^{bZ&hw4~YC1)I->O01ln>*@O^O1w&De~M40?#~86P{0^-0h3YYQ{-Fw zHBo2R3)#ze32ur{g?)1jw+?QyOa-N3GNX`^=D>GLMKh6CqnXIoE4lqe#6Aq-;ra_I7!=Qo}hjREF z6{^c-sa{Ph7p9S4B@#BHREj~4B?jaMNh6gaI>feO6+;KiNST$2Rr2GXDBqUpR9_VLf4IjXvxxXxLl@tUeKmAF)k^VCbf>~+;d@y z#c7;~NLY1~N&20V%B89}Wwkm+oeEs+BuUhCKiDR(L(^PpTvBSK+4hq8BGp2|j_Gh3 zpEJbFbu34wZpSOI?aT*#U+8Thd423k>+S9uImEP=hL2 zi9$kF2v*0iEoDrc!c9K2gm4We-SOwZ)utn&rF+;I#t24=LK)vlPMB^ zj}4I_s+p<4YK!86Xj9=KfDoLKy&sWw8GiG90m?}+YCM;S>V{@t;6;k)z|b3nNyx&l z=0Bc8M#h0Lx42rC(vW}qXcJw_qlDQrihjGl)s$BuR%m6xQ%?wz2Pme8a*Zg=_T|ka zsnebs8HJ2}Rq3ZT)iq^Gw_#;-)a*ZH;T48%#PgC>+85ISauIbCLPuDmSt|YG)|jg# z%dsn2;Kxerc*1@&no~)mr1>(_aZI5Eep+mYU9}e=h}-@{r514^?ImcV6j@F+ze4U_ z6Gyvs-|LMCux|0&hK{6*bck~Bn2q1R7@FbRWMMAoM&oKI-38Eb6seOIx6FKSRBOnb zSMBIIGKFIErxy;SlVhbrOs*594$=sbLJ zIz;YDlm*Me#a^bbt$!whHlW8jaJHtF^9ssW$-fC><)NEhZSZN-<*H}C7=$}YUEJ+) zd}-OH5*ImV>xADx4NHYnVZM<+@|)Ukt~!RE(M2%MWf^CJHqoF@Dc3BeQ&Y+(0fK6G zl_zyS`w@*28>&Pif<6F@>CzZR1O&tN$rEHK*lv6+sQa8z4XWMUCb(f8Nf>o-gXPyD zXvtn`$EuJn@OqwpB9yzbB9z79wQO~6v8Akg^;Y-qAXMmdg1q1}R9L1EVisj6$`(tS zEUDZthsuz6n==`8%9SB=nQAhlA_xVeA`Ut*$F!uvAQ75EgE=EO2!PmbLW^>p8Ik4S zTN#|5D*A7KK&hz^_nQSUOYImu?%M9&yTzEQZoov&4fRmuLS+i8# zx}WCH+i+|b#MBpL9x52HAvH@cqE0vpW$LL4UO@>aTwjKef#B$!gT9X6wq3WmZ^53Y z4=Z7VXy;D`(Bc`Wq2xj6U3^Ft&M8)?w5WyYJB^MdE(2J9HH(DtVo(LKtfOl;&7rIX z8m56!qr+c`c+LdJ>-=F;%Kftws;bXz;T-e6K4zb{p4C0es|~`b54fE4W7sC(3lIL zIl9){ieG0gS=f<^{1vUFLWxENGvr*3a<4IKeNH)m@{W^*d4?1iNXZkmK``*HIgy%~ zMLuFBgcgm@BYsBNT5f)p37*v1Gw8=q=M2H_#!b5A)k|MTAAOb%Byg;=aDr6-m&@?h zWj@Qk_BN1_7*LiGQE$A5Kpn#$!zVeiq>T^XV?QIaa7rShVOxTvR}OqEwdM^q1RMzt zA2lF=($QB_bV9gFay!oQ8QHH2P~mj39-j@N0q(T%h2~^7j`0cMfgU$na%wZpK{?C$ z1M#0P+8Q`a1@rLv%vlIoh2`WX7PVHUsu_sv2jW(~YQlDDvA2Z)kn!L>6z`D*do*fR z*z$dzQ?Sa@sjwf*td!+Cfn3_~q`IwW72|!`6l7W6?z7?hSh@SKqscF}rFG&xarxy2 zYm=hLRimdZ@MdW4SIC+O7*l*+$=-dql49oM8Olz^S&S1v*{6+prgpn@Jw4tF%@~eE z4~+JS*7dZvENte-CAyEr3g1)--wyUlk35cy%)LI7(~I*D>7T%ANd-fiH(_&0h*oDO zjV*XU9cKgyK6$a50tDcXr9~>P7wl+KCtAVJBad1HHh)-ZJIM-FM5< z9#9GG7B4FVh-Vb-{t8O6jxt;Rs@o|1Rd+J3LavjSGysnD6X_@as2NY9?WhNl?Z8La zb)Zb0VTX!;Ve%&kO0a6bz|c&Wg>*i$z0S?rB`LjDX=V)F#bA4CwEVMyMI{ay{cm=O zaaHQT#6E-0Rv~RaCib7vE0~AWY1va&`i(dDOH~{QXck$kj#aJ$F}O|)4!zAGe=~aT zFjbhY_0tt%q}L`}i|&)Yh2iDc^i@Y;+sh#>*i4c2M0(phJCf2Y20&{n=ZK^!sadXE z-Hi$<3ld0)nNBVW2PXMIEKfFNe7tbH-*^gT01l;FB87bGsk& zw_i%2fEzbfFJ-I_Vn+riCG>vEek(#Xu7YcJ!{^bvH5aG9TzNi~(aO+>+V3mBU3l;E znRw?ts64Q}B)_D=LUkmnPn7#Z>|alu+?yvFC!E0za!<42=X_p$H%%0X#d0UfrDVQ8zDYke;MSuBb+H z8Ed6ASESEb=BvQ8%X*364b?edjKCpYOLh&V4I7br())A$g>E50MVhzyzHbmED9)TR zRPMZB#DgVmw2au@h$4yE9})+%IMjtObQxY+VFu;#g`%{hcEiBWU~PhI*;}SQLG7rm zzyzZRRhEgY79&ZSQF&;|Ao4)8oK=LbYg>%S+B9AU1d%+%C^A=K;|_MsBW6&%A4n^= z6)lCoe!PugN4-u@EOJn}VrpWpTP2tcmxSo2^OL(~^zckP!f_-;WR4GKt`ebwD3C?7 zjCN>~;g${g8dxQ9O{*GDx}cZk2FW7r8;+eERr3P$njWOLEEZ9;)Y+f&-KQL-;71sSLfPo zlAp7t>djKfGv3d+52xe2(no#g8U?k83R6hr!3b;e#!~>fJj!w+i!Te9h;e|@S#;Aj z#UMTIs=OFeJQ{9lpUScTve-v!l#`aBzgo*K(P(nHoX2*+|4ByoHv>HPK1%r{wkbYz6kRQ@g6vru&24UUo5CLLS_z4u-SQYAupz<1O zHlh*BqPcTtrJxSx@jcUuaO>n!QjUz>zE5ugy@q1#8A+@lExF6@~oI_i8LROJxFhlp=tod3R3fW^Vrj(y( zhv^U!mMMONOHuLO!g>2(%UEjbiYZE+J>C|YBl>y9=C2F=pu&y31&O7-Qes4h1rD(p zd7B`1tHdoFGq(4t^y~-;KcQ8JFn){fSzX;AOGLOEb|laZdo*F63==%y$N&N9nGtfD zd#5VsZ%fD6a zf0utS$i*BS;;1TZadORtTk9!ClV=O6h_7xa8oyFVzt9|>e-bePhFA_5%TkI4mL3+e z+q@9cNO!D6Apu7JM}!`%q3f3(Gu^+fKABwa%GtP1BQbHhdwgZ|~VSzqig#qa>eY)c|=4 zt_u_b zrOOVPiBOcuqt9CnA=YgFL9N32M?r8RD{dEw8n!J;X%QgQuK5S6*iD%cjAyszCl(~$ zAx9f0V3Y4a2>U7kV7~Y8yp&VQnIUn`*z-fX0E34f$$jcZ2_ML?$BAR1nZ6q(XK8sR z|4#kzFLhUV!2+p4#ZfQfR*f_~X_5AA!*mkbwsJC;Nnyo*aI*MpA&;xY@QniVfTG(? ztd0^NK^l|E5nMw13&QK0>Y1D6vU??D4n|-}V`Z9J>G*pJx8PqXIz5UV-#Tyk7N=q{ zSa4WB(wN)tqZh4hQhd+&NKU;{pXA!;9&rM)-sT_!Fa=FYj&-6-Td@XRi+@{B z@xr2@In==>;d6$wpNOvlmKW%MhdkXD-v9pJK-L*;)HhN+o+_+P@~Ag{<``l>q6zb? zv*bK$=m1V7vdLpOx*V!NO4!_h^@$-LGB52Eep33binV3iwjW+XBD-?Qf3gBN1zlzOej$38G!TfLF~YJRbxG6o-A(in+7 zI;ox&MP(|R=1sWiR}VhPbkrFxsEX(7kO24L^%@o4X!%|;>B0ms1O{^Qu6X@~g#&$C zV@=B;9HdlYvf5x>78~DVL&i#L?|`*wOca<)fLn2t`m+N~&2K}HQTGkEn$1X+mr(4-Qs=fxRMf;4SthdS z{52OOAX+J1S%6xgh86Mci#U2!V_e5@9fp#8p(NtDC&XvrxTb`tYH$6us-Y>Pe=H?R zbh_8w`MY3baaa(uzt%7{m*}8UM;T&YJ^ZaVdJ}h!jE;>iGIS$-GD2B&&zPI{2T~xh zNQgzMhzU+<^lCJdgwcU@QFyoV6#G*;-Ta)b*YcJ*=^j*%O$uBTh^I)to^ z-{r%jsetieU0bW~Lb?zmw`I5_6_P)kgLKU7J$)3EVr>}NWhy~Y8l&(xx+M0~W>wOl z3*iQ673HS-Lr$rlqs&*M8A+1S+qlv}F;rBK6PjOAyRmTxgJF$@H3V& zqT$N8C`ER|O*ls-dYBwynHIJH%TWq`1|%ZmCR{%qSUd!Z2E(ZbqLH%6S=#WHsEayM zMr}>oDfQ~JoZFZPfan)rc1Xc~oG1@A1PaXSTg`8i#57hED-MHSA+^KB=MbdEDZA5- z8F+J|q*;D1*Gft zz`F%85PDcEVb3^tTbn|1W8yB$pP!>%uPZ5N&!$V(o}zyT!Ox1i5bDRAqG4YPFJ-gT zjO-3As0}b$Nof;oLkA${t4qtUrJ|E=|I&)R3>uww>@cmQO8Ck9m&s&CeaWiOCKDZG z(5W_!A(RQ0i(&ui#nrRQg^c^X5ZIIt$M(f0EY)p8;;X0maL1ai?olj-tAACLvG%z= zIfJ~jRsn`Bm&L~jf=^71<9Sm9F?q9V!>=YUN1S}jYF^Yy#ICepet!vH#r*Cn|a zqTz@*OD7S;n}wQsW;9hd(VDBbUQ6aAhu9<4mzV(EcII!P-gmP~I;R1TXlWgG>ikk) zx`+eA_vIV(!xJQ`#zY!x#nVG~dAPUSr+<|Om|ym(P_Bfgm`x7-<_Nh$DI+W(hIPfe z=HI*2ft9~;I@1P0pkz#|=NH=d@sL~^S&pb2{R0Dq9P@OIW#{c2B78#HceNHmJlO|j zQO@vu9t0u55kmuMoQ=xQ-X@~UzeSR|PuzmI$g)EQgqto|S&5+DScTtD93%cgo|csy z(?SNv*#CWyuek8=KpekLv3`nwpa&e5D1TlnC57Nqvl|Tjmo#u$HSTEs0TDbR6{9cxMxd_WL4X93CJ#(o_f0 zk54G>UC9eXCBHCPtin5lk`O2Vg}&w3oHDvoZ1O2mqhWEc4_E|o5>9U_$F@=lfg{0h zr_PSfX_)>4l>z&Dacogf%UHk|tUbiV zW=|+Uzei|(&5n7(K5E>yJ`HR@V*0yGteERI<1Euk7kEsyvg&*!)(om{L82bX%L5eb-@B>~Ay^!2;=)L&2PjHi@zmU;G zuo?{ixFYKCRF{zcvL@*PT2@?r7w?pDByiG+X-6uINp9iG-;(Fr$BG4D4m1_F-i3C$ z@YxrPg+@kA)v9x{3`5i{VG_fi=6-*CixNs&Q8PExk3thx*+>4&zXQcQ{gKos?()l} zqCwpznE~LRY{QQp`aR`?ECK#irzlF>i(T>94ar=?yB19VRo14?izg-SY<4nlwV#SdoS%;;SjQeYfFh{ zm%|hJd2vuM+gnrJ_=^1C-dTY0Y~^*{+x7oj0L0WVdPL=Gur-?*n9DoAbSZ#Q84BWp68cI?(LX!5$M3sy5-*; zfBVMnDbnXR6gpz_Nn`mM{T^+#T@82ewz}TTJ}vot>cr(V$>U0?f6b96=uB6%*dC#d zL;Rc5yn|KK1X_9oU7C!=Fzvk!hLW=WL`Q--gg=&)#Yyka1+DTtf?YZrs zm1KBv6hVr;J)W{eh`mv2GeXASnANQM*`ctinP?lOx_lMH+o3@Sap)g;F5i?qxajdZC`3SaXiwczeGSDM_*luyN5XdZZS~V|GxjAy0I;l&KOX30LQov-GMt%lPBk<* zdf*cOE<{+iq28rIZb6WTHKTJYXu!gh$`YV;4Xa^C)YvAM2^P(fgJ;Mvbjm<<$S7hfKfMs5~x|d_Rdyv;~ zjX+bnt4Zi)-{ntr!Ih3+yN|dyb1)AqMZ1?&eKt0tG@g_jb?S_ZaUV@3(hP(d^Tue= z=h5;>n}@f?zO`|mxxCRyLkJF;DjN;D)*|ZAhRPwD`7*OSPMI7hU{JAkv2i?3?d*so zg2B0SO%zn~3WZ71rf(r!^B;EJ zb@2q*6R(SFbA-jk%?izLl`x<_2cxUJ;m6RuKV`6QBV!5^a{R1ZF6T)O5>_qqXXOq` z#!rj0D);i^zUJ!fs?Mqo$Fke`10$PYWmDq4Ld3SH0*M!mL;JTX=WiW@i@S*?uPnER z`f>`dhE{iN_0s~PkuG_DogYDFu*ukf>@f5>yqPceY?JWAUd_2tQ?hb@bp+*kPLx8- zekVJJ%lX`xEeja2M2+R0!^Cf=O?#aZey4^4u0x?&TUMtjAxx&7STKcOIp-69(o8OOEtQs~g^|Y?G=h znwrfO^l_!x`RCIf9}%Naj0no3KR;J3BD65uhb`WU5s>V6aSPlImZj%R^!edU>az)W zz1lo$r7)=Jc}T=@@sMS7xpsD?h2W{M?bt!$0s*{=`EZSaC;$L^z+mZULUJE}GGVB0 z3P_z_6TzNZHiqVRjjGL9U9mNxGGLyR*c=YxNyM^WX_Zv1D5kw`{Pb@B+1YC4GkMe! zMC`6$;Ip|U@RvA<)_#6_<(GKu@xz?vY2L$aJ0MVJ{F+{tF`@ zSwE>nQkE7sE8lgTPP1J`9H)yQL_PdoW2EOVY7WNiMVO2AjLh0*xNyG#aWfLJwIa^M z1jTAyA!h3Ea|#BeB?T>>0`jo_JoIA@non&xBX9{axU*vb(2f~U&kchfB}C&QxZ85iXucMQ?JTkeOIHqH~f_Z@DxEtqcLBS zOUm!sTh8dc5=b59g9g4qHFr!b5mjY!e2{r&rt_6Mn6-SkON+_7(EYy5?hgwc?Ub=W z*-;x?|KvpaIO*_0d8D@kDI8`pJ_)}hqJy1y!cTUef2Emxx@_|nqVY9$(cq2Nh0W}s zMAr>Acrf@VLH&eepQc1*j8zh`l(KY>^2fyf=l4yY#*C5dbO^|Q1j>p~h?U5VMBit+ zlDYv4K_hpvHPx{fjlJ7ncVBKVFt8}Y1}O1D@b+m!*L!vn$rSxJ&a!z$Ndi+U!y*(S zd;Fa|6hvA0cq`v?xU+lDioRs`Ir`ybqjKjsC`LG5oyzCgdqmsr2?#JCr=0n3x4*OS6EL4{2W}J&8AES9?9Gt z7^!V^q;1@Ngb!q@8=6c_QaOns=C_xb-guP~c;J+i_V#W47F*u)PO+#Qn)R4-C0Dnc_6-!^v#F`jn`} zr#@d@UVw7zHxQZn@zna629Fhh;mf%P&oP2f3L;1dx6B`)j%e$x7eQ-N>CjDi|CgLw%J61)9#ox&4YP%r$PIK4(Ff{xd1 z;4^>6-~@qorD78^ILs9OOpUFyxLUu=E%^IGSZmE!QZ2rSolssqBTQWAznQ#pz5GA2 z_SCAcnIs=uINyj7CgD%5ZIeg@)rZmG$(DPxP786n%4V7Vk$eM_MsK8_pcTUu(Ju+F zr)drTPd)eIMCxlM`5;+q`6VKI3{y;x69}j)F?k@CeQRfpnED@H!p#r<|4n9C%63F{ z+|3kadh<-OgEL5-jfY!@ySbmPj?wRNP{3DscdStJ;4^YNH=DXHRlxuMMw>WEhDQBY zk)F@^zZB`Y{_6vP;CXRg&i>A-#rVop?DQ$}1ZIqPd(`_E@KL$^9HWmp8c6=NEvX;Z zrh!0rmqiq>WN+DxPaPD0>#nQ6wK&*XJgCRKfEBwwu~(IiR~s6yzu}!;uqe@5IH=FH zK}qT1kGO#eR!?SD(>3(7=ORMDdX%cRQ8%UvQ$s>CI*SVjzMAT2xLm&!uj!8rjxKo6 z--2M^R*2V#qtY0@KlFiuhn|||1+rYGzz3Ve=@ahH_gb(%k$HKWZ-A-C3u^!4r`Ikh zV}Y}NJ2105(V>9qFs1-7dPc-3_lSvYNNbQ4IL(=3UVXSPT==x;f?*&49Qqr^VGP=bX&A zioXaCnJokzYqht}-%|ly^Q%{_^o=sQ&sMAN8eMlsxcQPf=z!jcsg_4=-N@O}!c5=7 z%u?DcSBRq;mT20uol8Dz=Q!bgmD{Pc%|naJHu@r7&Vk#(ZkoO; z)9vdW>>n}B<(#Faawxv=Xoc<@f)U?|sNmC;CDCXtu;3g?U~OF+x0;jR;v0AJT6v4{ z3x9r7-G-mC|h`Yxc_YW{;_?nAvn@`UB*LPOAjrNwa zQByVw<&|w$VB;5yBr4ct{0gW%=5fIS%jwVMJ5OBAYT`f002UoxY}fTTy0e0U1SE&} z4PJR_{~=i#%xA+0_5S99sUKcT^eszh8hj=AQbAz85edyEV0bkOFT&h6D zja{p+2mWU4sCi1NaMJ%tDL{s7ecdg6Rdp68)1&DIUNLXKTzzkbS$9xv4Assw?!9(D zOg=8ytspFzB~>|IRrkuB9q&$(DChzw9HCWMjxg`9K1RsXn_`}_UO7XN=yg1xHHay_ ztS14d)?!+7m&#K7xGO5=M4mL4#Xm`*DV8JOSW`8bSz_ZcJz448;x2uPWyoF zDIy}16+@BRtV&mowy&l4r9X4GP^uj{-NfV{%M;%bq)CJlKdx~*^BdQruiH~?RNxG$ zLvH(n!~Fu;e<>B2!)bw;=&vq084S-{B9NvE6A!WOckiZDBFnQZz8_PcrQR!K#F=8k z6(S#zGVRVS2j{X8;A&1^VdIaf&L!1BbpPxR@A|D^)_}jDJs$B%Ako_@CpWqB2bx|i zbr`m(T$tX1I^Sb+aFLZ?G(zr00W2C7uv;(8Yvb5$%GC*DTi>;If^6p4`+bK~W>f_U z$Xa=S;7ZWi6M`9d9n7}GfHU1M`4z2i?~4I~w`}u8MKK5$h!da25!u18KLHVt+iWrA zZ!YexZE>-A-iF{2U*S8Auxi>{QWoN3I>!FoKV-gU%b9%lHGXS#)Ur7 znCgj*=pxol(@gmnqrSj^R)4OwZ)lV^YJS5G+5D~H>WQ_exNq1kFxgz)G`nAPXlVJe z!ui(r%hAg8ktWAG;jh3lm159Abs4W}c}LP^)U^jCxE;j>@$-SLj9kh;bd2ib_^#YC zDr0WDNF}3a`4^6pC>RNMez6jX%KOF>Yuoo;{_I`@B3@cqWc_W|`^Fme=IZYwMO z`NL3>IE4f%@tfF!D)av9UrtZx0XIV!o3X>Hlpo2IcB7NUgbvm}=7^7_3cg&Wf$5>~ z(Li@76@q|(6_Dd9>_It0Yk6ZyFGuj-3{Ncgi5HWBmJ#arYR4Qe8vwG{#K6vnnY2y) z=oBX^?TRGOwgCa|fR7bns{8e(L%DMLJ5QGD_z69Ua@b4wL7kaf&AgaVE4WF<6WOIl zEmos`GZV8KYvG=5%AeA~Rnx3g>+?`~2PRc_BHpYGX*8hTQ1bX_Wzbx|Q=NDdmh>8R zdF*}>0A`+uAYAW%m!=9ii}%?Xzfg{5Mf}S~8JPJPi(y;g@8S<51QtO8M7abNOAOp% zQ?c^^-{ajPCWOOx@N6R)v{_Qn&^~vKx7V4(HchvSW(5-rut(+eM_Z-1COpcl;An~Y5B;x z>|!AwuVNX5DMYQlmv^Xnx{ugzo%UylXwd+I-bR`DKbAFCWfIG9f1YbDG;{myY!nGc zCD`9#r}HXm>(@Vh9%1L)C5GI$BF%9*LIC^)kM*^q71(yrQ$I)WN|skws_WNZxJf75 zm6QgQm#D2PwD}Y9upYB_t;mo|P+Ab&HekFe6Odd#DcdEQ7YGr>Da5T~vT-pFe;R&> z{%qP?q#X+*K|Q?}06AB3J8j^%n(|?2=aFw4rbEt6qe=+0>dfHv+i!qM7?xWn{&D=P zhO^_%ZycQ%DZQk)4?`D$4iZrRHf^|R5xGcqp6tt>m-SzM-yB-TmsL2}fq`F_$Hp7n z@d#hj_sqFd7e7DbOL~imNEE%lvf?X-sH|=$)g+dn0e6;d{R)2d1@%S3*cp26C-~hh zs`0luAUaRg*`?P2!aqKm?=xMQb^`=Azd&>tUvesS>u`x zu0=5~GFsLY%oI*`lKHq)Vs)9tJ5>vk+!Q-c%qZ?tuZWf%&cJk~H!&>@1)4mhpdf;?_#OV4?D9Vx zj=Yh(=%$XU!so>sB@!#ntgQL~c!$A-$GF8PW7|+Xmp1OrN;MA6mdOy@{( z*AWOVc&Ih6qCS@RDO57n+LuoP2NGdCmMz+LN#UQKS9)$P_GwJrr+wwg&K_TCgM6vX+hgHg&)|ga?3S2OuXUq=&Imm)JfxaZ$FH(5bbZa>Y#`fjm8Wyk2uyP(Gm$N z!5uv#eU_sel(tCXfZxr*r>7e31YojoVmHP;&*JM^O?BNeLmI*2m0~(CWjd!fj-gG$fK9niBh4>!4$?v(NeD&Fw^(V#Vjlu2qgdvZsd_xeq2?=}4zB+yiMqsAu zs8H?7=f5B40vAmRhK)IB44B)KxDwRb3Lc@F#QHSAR2(0zwRd}u-`H%I^sITwhD661 z^~77NvcbARuz3i0u^y3IRz&(s`gVl!n{HUe19>TPgsk z0Gt*o7%hdVy*=LP#$qmzUV9#OUgJ>mGueGz_$F{j68)PaXkBI1LpgfSCGgw-G{bmO z(p25g_!D^uCA1rq6@XQOk5PdbkVwfKYTw;pw>S;GMa~O%{pc9*pQHb6=y0)1Qb_7S z4|L5;T$6|sf5FNo$U1_LE~$OSS$uZ0pTn1Ue1uG^1Di{YKGV~&T8xU5$s0OOe)R27 zW<|w3W*#2QnfX_TpOWv)Z0NAiHTul=%8O5X7GE++uentwnw6?BPwZDNM~xiXE$r1B zI;|eDAF>2hJ5@zqJraKcME8k3tAYIvnqJZzEMoHi)dEEN<*Y8QkWPqzWB=oclyEk=JXVIgnoR5L935#7N9gUpOS=)MX8M6Sq@QC^6|Asgw9)-A{xq?aanZmIsuAGdoq&q2OOw7Y(# z_m%;@`j~tcc@xZ>nIQ)&d>fB1*M zE?E1wl}5%t*TIt1OPl>Ib-Q96zbPCsk;YeTjkk--ckJPSxHgpOxPH1oMuP_p(rGhI zgkIIl)OIj4O>e0>H}}uqp#R~vbxXZ!E2JCisTyiOPP?#It(5OT%)BPG_38~N|NFlO z1oAHecbz=)P5H9VWzLTGV{2aVQB+i6xga++S6%3SO!aPL)V{EM5VjVgwYC8I_xxWb ziUtBOSfbsCAuy<7ilU0BN*eK;PLwX3W%9x2v9s&5e6xoe5ba02UC)DSXZ*Jz`<2}1 zWu6L{!%`2+^JfIFamJ%_N0Y&9_BPZgXsmG2|Eeax@v`n`G44Y>!>)QZq2)KcY+2; zAh^4GaCaIfSa5fDcXxLS?(Xic!5Vjh!`JVfxijBdcmC{Jt54OcI#uWFXaDxIvq*TC zTGU9!S{_$U|NBptnggO}IAYr4%cGWV(1yQmg_Dz7`2fSXY&=4}%ZOTq19 zgbz_%`(hWT9t*$Aik2mB8L-DOheMf}j>rqAHnD3u-WZ9;FG4t3xj1WS@z;27GfBe} z=~jY}mRT&UlMigs)y<@o@z5!tO9#ses8~$UVK87(j!gv?Kw`*3SMz4F(?srb8L9b>j`y1C%)@04I=6h1h`iwk zE?}D{m``keJLdWBKtJ%b5lCI%?-%y%etgy8YfkaJmSr>tp!JOVD*)OkxH$ zoaBNJWuR&ZxV-)gl}KGLOJhw3Z?bvQ$)e9GmU0wa7lf#>N~bXy2`LQgW79OrQXbtD zgt&4C9T;z)rG3exexweauNW=kD!w=aPOWDtks8Yf&wgp1L9V`E6A+eAwQGE(7I40)kdeKGWSW zio72Usx+5Q*-3wiRnqx0rA>I3WrJ3PgD}EV{b(>!#PAMW7pjFmzSZkWbz+$@mWe{{ zRe@;TSX^@@ax{)-o!+7>(LC=0P_KI=L^Md&y>X93q#?R2yQ$uj2NkJj`8dK%WV|1bt51Prih3N>+rtFz!>CXyMN%am z^N|j-+akpK%h#iQ7A63i_7pbw$ADf}Ji{mqpp^Bj~2sgy12n z5+d4jCaA-%p?r&Zw93_q8=?Dy46vIe69Zn7Et<3t+T<60?f&~&!DORZEw2hylF<0) zy|zg#Ly|zX0t+iXluusmk-An4(`*ne^+Yne7nG-`YEFq*!6dI)u3ibDVqWqxuH~*a zatJKYR0JPcikL}KHEn~3q=M;DMj^tMVx`p6tX8kgH)`Noz}ro^rQt*_q%z=8j<+$RJ21CDsg(NY(Os)+oz%U~r4hTI^htX~68D}pn`-};X-j?h zw7}1fyRN(1x1#%oldzOzwUsNA8{?;9wcC5nf?Q889ul;o7(S&^?}M~>$`3l{(2u?L zRxAW=U@K_UnP-ijijAp-$!iQB)J%PE%>H3YfUd@f%R4E-R zeb}vhRU{=mC`ZaiPRDs^{Vq^H^~lzMYu5bh`GW7o?O=1U#;{ltyjpu3-`w|GS$8se zV%cUNs|yLp3|~b>QsM#zt4VpNF$M9vvM=DNbV(a9-R9w7M6oui zy`}IveMMxkivcI(rgf};bavtNuHtOjSg`E?WB?q&uVW5NRYj2p7ZfOOBb3>>Wniz1 z(Cn$=K?sQ{Qh#Z*wt&ZBw8H7Y{cxm9xoYQ~)ZB~OukpwGYaK9zL^yO=ak~l6UDqC~ zi(YNn?!C1C%%Hh6gJ4axnyC1->^+j`1<*^BBW?0EREr*oR0MW#gyICl{An%jGewl} zAeiWypx>_-&vDAH$)X9q*aYC(Y2R0{UTBw#shREU3ZBS1POY>Zr}b%0u-rQZVV3Md zT~g&_*q=rF@3oXdlJW>7v+wJvt60^J{zk4vLnmuxHSPVAmkS~iT8q)m&Zh`8zVQVh zP2IpH@75G?D7*FVsvI434((2OIJWQf4#10kv8K=pJ~=8B%Mm0fm4ic}>S(bEo=QX% z#ZvD`$?YWLP}Av8uFDl&UXzA_`e0g|58c~rHn zuF-@;fB_b+CwrngB{xc$uS>JjI9@=qP=%BV99JQIcFnfAK!=R7!!y877Ro-xCKh6~ z3$5`NdiL98OSl;|I1`h*%C1&ee|S2Yd+Gv&>Rj_(7pEVIc;u>W?*ea!CU7YAnNM_j z_C|rq)6Mu{&4ud6S^CtJ`h3E+?Cv$U{74HH=~N7d-#u>XGafNRx6zSZ8<$dY2gd%% zQ;%3sN2}S+TM-{9Brz$U>mCzDKarRc=UD~d!kNBUa`V>r#_IUF9PP^vVUy4(_G)eX zE`o+0e*$?rC=<|VIV*RaGm33dZqd~pIk)RC;vbqtyK+vXAR)V7L^>sX59-xKDl|#K zUDpJ|!cdwje|9o^6(GGp8Q|>POwu8|J zCGRdVmTVss9}yPjFCrij!Ta<61fIZe`o5RG5)OJe?b|U$;|L+kOPU#GGUn125p3ic z`W7Pv9Cr_0h25V&JCL8`UnnKwH%eFgdL|!hZY8AwO{$^xxoSPuY$R8`sOi0Urbnwd z&V?qrH=5Z!WUf7@?M)v#o~cak@u|g9rl}bhCngh4cwcS3>E{&`9R%^c`F@lKu)5%( zA3YNrCzR90vpM0d&(u-GYU78v7UO!e6(G?EgTJ$2ZXh-`l2V@=0qNP5#n*>83rkf% z2V&P}BKvh)$IFY){r(4C80i_R*2txa>HOrjzy>YhO&zmeIa%o{2_E1I(e`q^?La>< z+=xOP2L~nfOnzU)r79VLM*|#?lc_Kz9d_Xp^tCD(K*A3KG;#bVU z2R@VY9ansad$M1SILIdIFcWk0xSwD_o!8q_*c3k7@LwGTvZyjTx-=tXhPor;Jxog7 z4w3VxrBdvJ8rB*bE{~F#T8hQrh0c$dtZ91=q^<^HW}=15jAbnm_z1dbjGys&(CXw5 z(184)H{y@-?@)^j(t`4@Aei%yg0(nOMBuh;!mlV`)R+3#F#^bOqFi2qsuU?;EypOE z2z(i?+NMpiRlHRK7vS5UFERv+Xrw!5j4icvcw1-Me&{0bR-s;+MhN6VF228`>x`*k z#2jQrP6wYMiC9v1^!>kI)?XxRJqaR(iV`>UXqf)QhD^1MGA;!?KcdNDhLO z;r2=~gC~oiLIdqWDce|7srP<1PAPd;wVw-jYoSQny5aI7ATpkxphEpJI)SiK#Kpro zg>L?39>|hz8ubViRMY$yr>-~5A6xE}JRH+lMo4s)mI@lxHdofKVgJ6?+8Gtql03Q- z7smr8$FMV?sx=X4xC#d!owKmrGv;RZizdU%uo`QeZR~hBRRMdr0b4WoMo!#!i9JlA z{=UGonCVN?>DaGrv5m>g5VPmo5S)alO`&@|huKiY$8^p%4q&0mqmaxyXj9LaaSC1% zG&qWZS8zvVTO|$3cNpJ(r`jSd6j8tx%R z$(E8tE6CANVcZ7Wfy7+5FtQO}Mkah+tlTK_&wWvo$LiG235Vfz8lWacS`%!LvetAr z2=Nb25Q0sSDvlrf`1-VPXOi;xyHHwV({%%6h|#~JwUhMVw*cg?cRLxmK6d*etTMG) zjYZ@W>azRZ(MQ?9{qFR&Ox#0Wqy^OC^IfZ#?vuAXubZm2lby-QO?H*fpMh>gj)HZ( z>rdzF!@L~Rn=NT?4B<01Cl~C7s4XlS>b9kpW(?Dt%&d-&lW$FR0y>Xr!xzK)^hdbH zLyiYvR>ADDhWv44jFKR46g5R^J*~sG-Ob_qWBkISf`T9y>!VPVT`(;*tqFu5JBwUV zvj=aYej5FDoBh#cdfU|`1>>9!(;mX}gvUh`0U(W3V>ckVTkbJo;ZeR6ZYguBsv*F@ zWp?d*x^K7yu7^j^x(a>Hj_hSP?k9L?LC2E~6iRxSdzYbpb4S*mZ7%Rd4qKWoh_W^w zHv*~x?=M^J#pMLFr}di@H`0cBc2>El={pjtHJ|GWd?wB(b4^WsJMI6L-dEePRp|*SW$(JCp3mmrKGrw4 zSnqby70_xp_hq&52xm4M?O*y%*72R~4pv4S(d5CmpzA4FN2sKYMItR4{QJ?4jo$0LPU2xK>)6odbT{L8;KQGAc4-TKx z-!<(Vy#Ro`r5tyqL+2HfuoG*xo&%+kMdzqPXTWwQeP45y&!y++$B|pkrWftZJefK} zqRdUA5wqokhQof&J*(z6w-qb!pw$jAX&3iuYIng`BjGn-PgZ2&o zVzDXTu@VwZCf}YUC`w$Mn;En325nXkCT(e1*iJ>#l<{S)WlH1CU=gH~k$nW&z=@r-8u5fPiv%WUKyc189(a$$B zjef?;orZg8Eq~q&^DN72xxfVqb0bJ$D$9!i{9r!GXC9}PrlmIpEdB}s+^^mlgAt;) z_3n01ylpnI+m;)^An#MS=F5#}D6uW_2#vQ|fYIeTcT;2rpT&Gvvnw1=#1UM^rE`sA z1D5LwNu%L1A)#i&c2TYT!@u?Cngz$rH{}VezLxZ)3MvP%%OIVUq+2b3%wOTIlgbAS zMoqcQcOJRd45Vm<@KpTa)%wuwOW|kIBEKuXl!nG4euQG2D3ZlO5FyRiPl?Qh|0gl? zXq8dUCs%H_wk++TexX`aJ3SSnt|NMDDjiIlmV$HgpR2LCchoPisgiS;N%3sOnkxPYaSH zYH7HZT@9v>+`B^>U{Tzk`*?*01qb*lU*07mqqPW(FF;=wKcDszw|4AgW$ zi9pktwffNzd%OMG9N-Ddi6+z~yD}~BUE0qG2XG-m zLCtXx8`%~bPB#@8`hN4w-(xjsAoZsH}I`yCtLtn-ateYxyKl2N-+LA5Wq=B0Ru z75Fy2YE`_o-@)V1P}4=_AcmfH`P(cIv_f^$zf#d3?4CpaAs2Gx6v11z|2!@7eIGo% zMcnP)g31aO*N&vRlmJBgby!Z$8TcCpxo&b@lb)eVcW3xndhIF0E1D5ggwFjW9Zsd1&*B^7Sef)>yoLg zh+yS@Dw>->k-sjfRQLcroA^%Q5p?+2VZ|C%sEDzx6>!c_HAl$0dy|4OeTwPw9Vm1F zc?>3ty?$ZiK}fw99PxIH6$~f^1?v?n#d?}IfW@EmjETIb;#f8tCwj#Sx{P0hogsS} z0j+&5Ri@-U(UIE0fy;*XdaCTUvS4#M6$yE6K|8=M&EOrKkM_C#Z+qJ{-2iwY zJJchzY)Z!FZ5V7=4>&L~`ghFG%>%v{%1*qJDcUZzQ*UErJ)E;~+VQdHU`n6WcDuB& z5{eYzXA{jiopM8J4$rUgwmxC^g*HUMae!dmZs7N5YU{YM4GQh}HCw%8JI*RPlgTlR z@a?tM+UtNTIe5rdc3$5pF9)x4{S$7%y91=mIeCoi;^mfQPU9Tq%ekIJt94mA@#?jo zr_j82ZDgR%TDNn7>4I<^G05mx_G40A*Igc-1!ZzR+M+zeA(T|&MVgB z`R)1rptLU85xq@log*@l+l(SNi@L%7R3VV&TeI73z}RJ*6syTR*+PoCFfE5N0Q#d? z_;4N(;6>cj<$OE*gG=z6i8a$-8+4BNwwisUW^7f!E1CA^T=aJXVDRL_8 zEM2P+DWG1rKBM}%2YYYXCFQHEEFcZe=fKZ@FlaH{v2bCJ>K^bzqR7K+;V}C5N5=Eh z(`tu<_oyyFeKqS~hxd}}+s z%zpKpVvUJ%`)AIY)Lx}6>n_lH-dbY|tzfdERZO&#L;cxP`&F?+I=N7vBfurG-!jz4 zeU|Mh1*}^${|#(3n+3d;y)X0OVfDv3h~%^LgvSv+s`$jcs9D z+_D5Vr2YXxJyMa+blrWBE~O&aRzqC7$WUSbOVqYd*dUvE8EPa+CXP5KA+1$I@ZNL! z@n%@G;0_(Hb;qTPmXBkLmBh$<nN~2hhF&1WQ}jZ2+hJq!uM%er zCEUyD3}nQ)7=BM=q;`IcHJh9f_W+tej}^^fZ*Jwq{XKCEIz0=&rN);p;Hs} z53~b`l;z^P4KIpx_$!KrZRvxNXHNT5ZJXo%AA$urQ5gn9jg|@Q_JauR;9~WQd;puk zeA@d-RXU4-q9?Tv;T1!pbgZoP5G)90%ery|jP4!k?m5pR0h~foSnD%wuej)tmk|NT zS!XHhPCZu{71TLw?RHUvMTvTvhV)Hus5LDMDK$2URcZ|iASwWlLcS0VJn}Iqdm=xY zQ00v{Nt@Bx8@iFzzZNRwvsc~K10U62Utv?FST-_-kZ?}A8ef)A=Y!N?&$NGy4q8&& z7dG7)QMy}0B1KiTz`V(LcU8)7$AJaFKf679|MA?^l}n)CD!BjGem5(Mdpz&ovp>eZ zf!9{+RO@o`b{k}FFtMNC!x>`qrQ1SA>^@$=5pC=Yvtimvd9EA11z{65X{mfChf~FL z&sz6O6OjR;JO8s?7HV1{EaeODPB8cr&FQ?5L&S< zZXeROF!P-b-y8_(zjGU;FY%f;RHr}hq#x>6UsV+baCGeHLtIDz+v8!);BGedqI))} zY`(myU+Vw8)3*cUF=-RN04{1gj9gin(yCD|bu3~(<7>aBagY$T4JG6dwe8^uvncbG z+xZ+|`|8I9V9!v2bEOs(23|yV#kKCgYAn#54L?%@Jaizn7wS)n{ zIvK4Pbj1hsTJaB`QwYCAu(_)hxUMwo&L~*O)UsMpsL%L70Di_7|5bYEgldqsy^rT@ zo<^e|HujYn_|v^J?AaVj`QI$S(S0H2KGW*mt5n0&Cr%&J^Y~b?vIGi`Ok@|541Gs# z@<@GpH8S$?IUaj8?3_fw?!C}OiKOgc?a#X>3g#ezS@|&{Uf1_5>(mf60q}CAY&0>2 zI#y-YHIX`liEQQ0cmFtSS2eF8nzUw+&_eMc)_tgMTPbW93=_Dv9JfAyCkNLko^6?Z z9yaMUTP546UU)~*xEXBn72^`t>p2LkS_#C%$xE8~W(Ob9<~kW|Wb6A6PGYOX!(qbz z&dAJUexW>{7&h{FaP+mFGMDmj!Q>@_&0Ck}<~00JO<*A2Hlk)f;3wAK@y+ZXL7y3w zUCG;08?!IC&)}B{m-_2oN$>F9~NCVe|~Nq8Qs0^O7pRhP2qX_s=fcl4wTti z5^r`fl(Q`^Ma?|r-dYOS89Qt!_KC7NpPX5gUVxRlSfuiD6L))$>J>@-f=WWDnE4hDH5x>?C-sn!5eLlibPY} zoCn5-%1^Be$7ndF)rg@t(dxT2dRL~jLScGs!;yN|-xJ=2^88xX^^_!1je40^&r!eo zFAYm92CaW>wl#j)b+z}wMMFQn)fcinYT?2;nAt_Z&f>B96c0JepBUI;hKu&SnERO9wfS;r13vM34cnrv(c01??@FcTn3(gPt#ypcO?GY9 z(8FW<=I%t?+fVaqP;O!NfdFl4F|@g4%Cu_UV|&mz*K?J++Uc|SG9(1c`>&Z2lTVws zrG&VaLZ7?s_6yph1upi<-|Cj2hr%YWW+xlF@x7_|Ke`)EMWLlb+rf_}w&u)Bz3(w+ zK9vu#Ti_zY;dpJnVz6xeSjjM^LB-m7h=GXq@Lv-a&^!C2Sm@#+$8S#^w+3Z(%bu86 zYxU{5^rI&+ks#gc!r0CR5b*1&z;kwv_r&Wni!LrlZ>9DSgQvFU5c8dzVEq=}GqeTS zz-}>m?ba@mSRjt#g!Ki_O~ccIGg+_)ls;``eU7L79XR8X%0Kr?B^4%i_FxVQjY(&E z{-{m?XCR;)T?7fcm@nPFIR;S`kTh7083yUtM}lLL^SH^jZHyL#hQ0&F$>;2>LHdF_ z(BbI~4Iiftx97~&-kU2QFXioh(S7C;Kb^q20);W~-w{7P;s`4uxz8=1z66f&#vhNy{ zYy->>sAxWEL}`Sq1%Ky3dmN^5CMIopK!R+`RqddmJG+4zs z?MkGKZnvmVtvwTw3Dc39UM=gRXhR`;=$(A&k=jikJL~RDpL#rlK{$8I1b#Z3df(0n zoyqvPbHoDkND3zyN^|n)n!rxg=9n&=cQtq|vl?$AaZ!U;5fiwE$B^_S7;i{#=VHK% zstnh1N*{(vkHUZI&w@vUIbHsfF_L;q`%8PcxLdaEd-4$B=ev`9<4!IyU=24xgFIS= zz=Kn+)cl_>OH*Y9vA%VWW}Vh7k8}4G7@5C^7%#!!lFYv1B|A*XyvLoPs-RSr5(oQ5 z3o@Yz;5u!qNo}WHe;!V=zZ1tGscvfn-}d(2I6?1>FHRw+y3Q`Yn?HbO;Xf+tT%nN$ znjj4n`6|oa&8FJs;y-^JIvPKn{P8rb>8WMgylT7A-hU}~2EoN_>y_3@uR+P$F0taF zL}dMS!&?J)2O&nye)y*)s0B6KaeDiGq>A+qx+}c0rLF+gFO3DbXGZRhSoT=k_0fbR z@H^#{QQ&G}fF4*m=kB(nFDD2Y!VI1d?6fv6EZ;`;(?En7wXnp1U%rb>(Mj^FIV zo8{$9AHeTu`7Wo5=MPf{*&$ixrbvEZuC59FdpJjpGw$8J>a?`O{<$}ojIQi(#4TU~Pdh5cDieoC2%Y@JbEEn{&%Kukb}O%wW*suS*d|cNR&9ZYfyr+q zj^2_AAF*CI}h5`YvqYVF=`;*`KnCww#QlgHgJFd%z)9uKsVi4 z3@t=FeE#uK*+KQhW0tPGKQw zfM=?QwxUN}vBd+ZKZCQ`i;v}NwFw@W4I}tS5OTouaj81Fm%!96QTJu2ayOb7Asd*} z3c2BgPhQ-chWwTvg|y;0!lUiAP_$^2WJW6ZmC3!~KkN<2;HYj^p-Vo~B{|x*fFc$^ zRJdt^Xx=t3T0vCVV5+Qnslj9BR8|#_^AkG$ar7dlqCuQB6ieJ2b?L1^WJ8Y7afGud zQh3b@Tb|vCW6P;>-c&qbR@*+TYYCX8X&dQyoC5G4a>QYNlJolf<@e6bjYsy!vRWx2@6Tl36LI&!L?d8XNQXavn%VZg?;s-}5z? z{`o7Ymoc3%!VvfGJnqf}ffj?sNqpQ99?atd_O)cc^PAJ-Z%STKf z!@^WpdXm&shs@iw0&MPu`9TtmEX#OIg7AY}WM(`6x=a9plev5R9^!gyCOP1_Y``cjo zOaMUlhkHpQ%oiU#`1NXKYzO|IW_A_PWsSBJJk=u{WzdBrpTqfu8`_g70W4U|Gztqk zgh=DsBsJHDCpBLNnZJy*)&1sZB!Q{AfQBrrXQM|8qnLbvN=@acx&GHWE0%H?Tz9Aw zedeA8DQ*JP`wfLYt~-N^>_=VC#u!De+S+g0_Dc^N9)_6A9!>s7)JO)D#UboW$s~dX79{;u?+0R zTGh%W=~3ql99RHEQhP<2az;d*~}n4 zTZ6Z2s#=EurU=NAh99MR&n@E)(ZXFu#i^1liLZ%VHQ#B4HJHi}_k+NQ7y;ALDMsL` z)pO8k!EgEoWaU`9(2W8&t{GhI0e$>smMC@rARl`9KPb(n14{s6sy4av4jKetlDZNG z9xJP?JJ6W%g;NYnTP00&1R=l{YCqCZ`~)>mX5AXQh)@UXGFUvfs8fp)g<|+Aj%-w! z>#FOa^%DuJT54KXvPqlK=-3$7Kxpb>qfb-N>!aldqKiZ)1hXt-UIusP`Kc*mlzO3- zkd~?PR32^#oU>RX?^Q8if2n4zD!1d}k;fY!GSEcoC8&;uK`W3xaD*K1VnT+BWgX^* ziDLfKJ_~T>3w69~&mLp09G@ZT!+ZR?{gQ`UGHPAUVHoqLp4a!cyAjqv;D3QZk{d1} z_;t&uh$l*Vr!spbcr2LN$0k+h7=de6VqtURih9FC-yYx(7peGNE5s8~wD``0x~6f5yyUBV|yAG*iE*!Rn2Y7mRSrICcN%rux*^aY*0 zGLS9buWnql_&i{HhiM~N(o3$y<0oluIrK|2RM`@em>+y5WL5~Helio&S(L8S4`_kz zcqq}mnD2EG$4F-o0eSs*{K8S=tmU#2a2v~I)#MlGNllwA00dB)r&nJ{C9VOnvbRr6WXraR$+Q06XESRZM zL>8lx_ZJx6tCKS``()a1_gq(YT{3_?+b9SCRsO!yJw4>f#KMcz!^4dJ4oGvQN8Bp? zU$d%GN5y@a>Lu-idmBDkt0^62JgrmNPv7@;5hwiVtY`VvfX6V zZ0sr9{^kJEuT||QrPv;2VM_zi_f*5n4DKdS1S=V$mD^>=9N{9`l6w&+hYCo^VMM}3 zQk}O!9CRE~YD3jxM4JN~92vG?G-+m*{O&{1uQIUQreDae-e&e7QQs!2jOG6spwaHc zkYf>P#Gdo3U5n!hqunv$qsbrnrpYn73)VrEuOTefdioN0Y)v;dp2F`ech-gYuG4ir zbuvw-9Yujy<@>?&=H%{qT1?YzmoYtuqM)nqBLdH?px*SEi9HhsFLVjp!-p`9C@Jqj zMrr9}`GB@`8}u?yt-A~qfj?PKUcdonk%f^8BUDMBO38q5%Y!FMJ3@BoV2&T3UNj6Q z`T4;WBp)->(@kFfSdxmiCVz7p+H5D7k3q7aiLrk{J=TQ`H`FFK(3NCP(ddkrx zjSv=o<7yJy~7Lk>=r$qG-smRGe-~v4T7& zpDVw4B}S7xyK>JM9Ka6=c6 z@7Kq(n(X>D!?pe|NGgn(n1WvbLQ1?{DOb60`pDysv^b1Ju~j)H!-|di9bdMRU{`*kE&j;7`3{9bQP$0|IDV=p&_)*O9R~1l_#zoVl6E0cYaB z(NoLrNt?`umCesrQ^nQV5CCwPx~;^!<9f{2)IEhZj?1W>!yBatWd;DcR~ay6{E7K zepCOi3l!)MVy8KhtYE*8wZ3d^dxRjPBaiNM(l;xYlc`~;0=I<23!pWjEwOKupRn2TbGi^`?>CY#U|%I`LT zyrldrG*7f8oDR^`KGtJqvPB~LzFp?w_zkx|JIloGlMZFL3#7gxy0p3b1f{H9V)9ID ziDV{qz<6A$n>uDGAZw*}8whwQx z(n}pQP84S4JlE3VgN{5r`Jt1S|%yGsaj-r{Q(f)f>PFy{g=cH zhqXi~s?a1pifcX~4Ld_2d?<~aBVZtqDvepcOh}%Gs67jb!kz(H%5w4^Ab6hKek#vP zS;5swUFE&$g$l^$BP&5E;^Egu)uli~)q4>ae_3@aNO>K*F6@r!qaH?j3dQ&^>2^(i zyxw}{RcZ+?!bNN8$_!N}xvse{h!uCr|5CY~+VxyJIWjVoSeq3T{KlIuD2O(VKtoak zuYF8t z{p8?iY5QM?_ehWF4&{#WBm1e{H^4+})mh;G8%HzY;9@)$AYkL;&3f(Axg8#S_Fs@N zizKaC8t*|MdqsSo0hTwYftLZgZsy9auD@Llqy~e}IzxgJQu8|6Q0P~S;pdc12hrT0 zArtWie{(UGDr0bNn33)w{Y)cc+`@_7@1_GU?(+@+M zU+Kq`hn52fyjv3@5@a)9FT6v;)? zl>ZONc3N#E0S!^FL!%}M2x5XTj`Fix!2&WY{IE^m?}!3w9CwZ;CLyjMNv2@4Ot~L; z@=U4bl&H1_oT#HfV)z&|$eKz)pi}5bC<4IhMmg3MX6dLA#aqs#pF?PI8(RVIkb%wa zNh@#$!7%3Rj|kMa{yXD&E9@jp3g|#$v+Z&c2}L1U#S2~8Z<81t@)-d5{Y~QuDV+dn z2liR?mfRfUaA8MT`BOWF6aG>oWDe@Oam`RnnwKFwfMrs?*K>e8?VqXtoY$j!Iw|@q z3*9aWJ{6tkwcGExnD)?1=v=iu!)DjJ*@&;8kQ_?g8>GHVvlnIpWJR!uFwomm+VmdSmj}%h^MjIz5ip^+KUFX8&&mRL4_R4T{@U8>WmLqtX>z%@r z%Q)DR2%Y|fV|1yIdC&6{5am9W0csstLan%J{JqkdoGcym*=bRE{^ytv)gO~TU zJx9*NOSG}qF(;%4Hv|{NKzvJbq z!Y@_qzNdSrwyn)9(Kh91$`i^Ww$O^gNz$^?=I5`vYkj?U?lH z7rceS5?>9Fukw$-iLc_lgCGwt9e;TX>(paqj1CBUyc^apP6F;^s^LS-=U+g3aq|lU zke6-(ZFDI%B78+5ZqUS*<&IK8V+SY~E4!4aCXo7s`||h1a8x(1$%!x($quFy)X|#g zI)s8D%pRc{^EIg5@DClH)zI+BknUT_?>nSkMCI2&ryASQ$hV`8Vvht;?wgw1{zv)V zMuJ?xJ*vm0B7PQ0>*4p}q>@x20ncU6zdSCnxaxf9i-Ib)#9W}Stuf&4gVosmR7%R) z(+Gwpp`2J0?lPEH9g4nxU$B2}%@%io<3j#SqKxp| zuwoKHr{kOdlFG@sj%u=1I?BchDYh&{8@JY!#A+&@0%Zat>}gKR5%vd8VxdhVOKamW>acBO?r!>R znJq|sIU3Tss+y>qkzWm-z@7BK%E6t-&*=J5nXS|i^T2qKPPQ1k@UU?D5$toHE@@jC z*+VO|ySXddWsHa&ok$?5_^b$n!=!lvO2#AA*c?6}u1_z`u`7$82Sl-c+mOMKNm2V* zTq|ezSAVv!+N)XTt)Dczw9g$Py9BJ@`-q{mU zL|@Cnbvz-t2>bhc>mbYRFM4hkt9<$CBypY^9{)*L*cIN+MR4hjz8l}Y%P9txh5+)E z-dieAsyFqANA6E@20ED&cKYa$??QyZ!PcF|%!;5|E{_Ew;^yM zg?vi6a_Hl5dQIIPAJA`w=RC1w@W|BEL4(!__kYM7U@wPojaSX$#_@HM9qTqeUO2HW zpA(NQ>@Dcffu!xy&pD9I+^Z^{C;`GR;E|n?hnZmO*o}wL_Icl?KAd{^TMX=J)vnJ9 zn3q2Os@73?pf(0p=}S>_F*zgSx9xhcf^y?-?4LIu9RNQl|C8gq>$~0Iw~9Avs$bR` zc^szuXh9dm0!%i;;=FM%*j#kQcJt8ZXvq?BAHMZM_{j)?e!n$yaZ&!Bico6RXzP21 z0QgYO=qG{T4i4{vwuR5OoZTGoa&Y<&Dug!|MCUGFPB6;1feM}Z&Ls_xzu0H(OjkYg&h<(5Q}ilI3U#{cPw1G|}_i z9E3@Vz_~hr={UGa^|nUmCEEAdC(S^Hd1ttqLe}aI6E}6u>F=fgK}uA-vuhdIVUT%u ziUogu*xE1VeB3kMfRhLoxXIlN(ehEpd|({3f*-pE8i4-vdGY#r2({a@Ka?Z(Ux*8p zncBp8spqqUj&0NdZZ7~Q#4~Vu{`6*PC=w@eg&Zt&zKon+w&;E$O{hQvzD=Ud%Cc;4 zvuC}>SNk4$XchV`0jmTA!_Q7nXjMKjdpaH;lQ*!O$ze)^e*5+icy`r#f|CPYDNa2g zNPxu0OxsiXu?|;M@ZUP-9CcsIfB!~iQ+Rj&QJel}6Y7}>CP#hUc@g>J0{lcSs_&b% zu8P8ceCr+kf&g_TlatN{hQ3a3q%R5xC^_yq2%wko$s`C=7=%6Cr1xCpAL9yQIf*f| zLwkGQo6o>ms1xFtYTHZ_s~6nYw?`INT zr|!SdTD*n+oc^XCZO*VC6lZ|dyhecd|3W};WAPe85dIeevU~`Tz=RCk!w;_3oaL~u z9)|^cu2(BPcF?26CAIF@J-BEIHknt0*1U=Ur?SXK^zb`$i!jT6A!6pAbQN+Z=(yD3po0Y~Bi`waXa9N+vnd_+C%qcq) z5`_N8v%=dbeg~ypOINuCHqmXlmYV_3rR;;`slQB)??;CrM&l zNPo}x@KD3!E}B4;(HHO;5ejyNaAofRDS_c=6*M_8M`Bq2e>sv*LC+l`Qw_Dt_nP*N za@KHkp83i;BvQSMJUeo#16U07F6=Mp7&igqhoUfI7)g5A4*_ASV$_K97>WUne*Tq^ z`Lcp0k6q)BBLa@&2aU$Cft;Yn$wW%l*Q}OW*V>1g5K1$bG#=$kw2SIFqJ}?9Y#O6p zg>n~tpHa0Ts$GGbIOhl{mo03zOq9NyymXI00+u~J`7LRwt z%>)Q)u9RTTIn2KUN+Q3xA#bFvZrg9KE*PELi<6WtN8@-$KmrUTLHe01Vez;K=!$1l zZZ*QOAAvQeotm6ZhZDp`R6oaJ5PZWZuVfSh5?m?Y3>i3Z(=!R>=TcB(;GcB8h6fuq zg&-mR>2yeq)p%Jto+1DMm}PSZV*9;Vihd&*%BOg+&=%Q1wceLoMu5|U2&H9_UH93~ z4vDe;qU+q?BZ^rl_y7gi55w+FEenn=`r@dJQd6Fr3ry#RMclTqouNX0QfqVUyyF2S zqwzf4_CfJn>B{X2s3kLDp zjU>L}+g)^&w?BO|=BVg7{!z{`Y4EjW)0IUHc7{cp5G3pr8@eJAHqFWiKFTi3k?WnER2jIbk6vy= zock9l&iuq!b^m%uwvgS6Jh|$I_DuE)uBV?u>T%-kqJj3Y7#Bq3yc7?@j=9QR?!6>O zw5}efmSr8nqDNIx?t%DM#3NS`feJ8vW&v-1pVhSWF&{ogbs(O@1Z0LpzH=t5&n+*h zcgjS`;Bn0sM<;!`BpHWcarLVC%(>jmqvo(Id~TysdpO*g);qRAX-iKcloCR}A|PzR z_tu&eoUi?GUFsa0^x_PpWd3~}bGMhR-Mr>{ut9rjT3G8IiBF79aV7Wk&bLWv?ECAW zsSW7AqEgW$w*xGg({UD0^;J%}Gr8&g^^%e91GwiV`2UD|tEf1>;NQ2=puru2dvN!` zgS)#s1c%@d+=B&ocXtTx1W9mrch@`lo%4UVYu$C%Jx}+gA9{NBnx5|3yY{EPRdr4{ zCTCVT9|E#vQuIF%dJ^D6QrKKNRDj-EHST~+n8rt>P<;F8t%urHajAX~$rP~h%fCbV zA&4zfhKTk)AZG61vXQ4oO{XMKIp#|6+%wxjYmDvfpvAQ^=~<*|!d(`C^PyM#Pq4?iWe{{ z-p$t7Kq)G18B2y^6FdEt7@MTIj?EAV7jW`xNtR{DecxJZq2WDD?W-_BbONPqx7DkU zbcV6@2ck+HGUIRK4@4`kMKbEBVg3y1pV(L~Vz0nvNSt{nSQqI3-SoKsK`woydhtjG zWKXkbP^1BJC;`-a)a@!+KD?dUA_G%RjM*AgOz79R3{RxhgOwFstVN-?c#$(5*-$V=US1Zn556j1QZvNEsn*T#JfQ-hdfEZhWC2u z2ZI)x#B^yp>*&S>2@ivtnOWQs8H&uZjeAG_fB`qMCGxzn5@)UE0ch8o9YmmK3t-pe zx@$(Nhu1SbvyavqT?uwL#emxqFs@ByuI4yodBHfI>r^PW*1g4Lan4-FAK>WO7% zeMdu1AC^{~_ez$eu~==cbBElNzaqM~s3bqVCRsplhLq$?$6LIZjrXa?2@&rUW0N+6 zhYzYPg#*Zt$=G?7IxMDqmL^cxvaF_gYhHK?{@X#>D7oYEw*+ISh}Gvc%14SzGSD0%r z&l-wf)kdr$7r1-(S6SY(yO$&F2`f@Om}F15(Ra}&^hM1}CKs`HhwC)m`KyYo0Vk!4 zGirq+I@FcrpZOzp_gMK!2-mD|2TBkPR)6mV1ez8Xy!5fYlgGX@#HHCb8bZb{4 zfea9rKGpzL8G>nPIEG7?e>V3s+OJ)Qe2MKU_JVESbOtn{ zNp!3>S$^@{s%ron3bVsOwm;_k;1=7ab%+Q6gA5X14L67n>m{|WolZXKAK()R6lgEs z$W7B?xE1R9X_rToM`MzN-G%4*;IHDT3eRC-|A52X5z2N~aO`^(&78iGN_$qWay;P* z{OX8%D%d&W%C~91U*sx(g$}OD5bD`sQL#tMA96}>yRU1pdtJAb&u0K+&Q5osd4)_{ zXgGe%iyUW4_yoR>aXq_6YdUt(K%ZcuGn_%m)(wgE_pH{n-B?FD-$npAul>y0B zS{r5uj-c2Nn|X>l_zK3`=H$-uMZZNbyF+mVl`dlLJAQi_LVAXqb|pD7+TC2M3purk z*fOqEx7^Oi@P_xDZ|=#NXS1z8aAfe2?q}{KF@1)z$!H0NRMl0!iMj2K4cY7=EhA~m zFrS?KW1y!8(x(JlPMr)o<3|W6pP0Sa%2PBLKzDE;DB^5h_x+2(avHzF)zIz)!JfTc zM97MUQ_{IwM}mNzlpj;6B8>8 z9LR5|OlJl+T?dcZw~d7(>*2TL^qJVHm0bu<)cY@euScnB{K0JN6Wl@-(J8$_BKO@# zL$SiU9nw#aTfzf_vbrB^#s|CgDst!4lIrPgY3rFv7=+2`zuYz0KEBlXB^vNCf~n0U zPfQUnKMfL2@Q&vX0S1Co{1NdwYJ&qT*ZOHL7{9P>_=-LH>*Qo-=x^V0Wo%tiz;j45 zaXhb5m5}&xMZJ7B{zv9t091u135|ii{8}oKpP`4Ed*}pu4|U+^V$x=3=rfZ|=ccC0 zoTjtBCY$E+O(uDV)zSz6g~SXZp3*!$X4L%!RP)RCUE~S!{QqHL;O3m4&{Wf{O=E-#sy#nqW(Mm?{LO)@V^H7 z_a*08VHEIKus<0Z3hCF&qh4KYcN*iTaU>fnA#%KhJ$G*7Z-#_=4Q5&2u2H?oa6LW6 zY*(E|uhM7n9pp>*pzS&@{BRxQeQdm{`uE7VDZ<<%cO}p%!vuOWoHK4V)-ZYVSKpob zVncY#4-?p(%|nD(eWZzC-5Kb4u3BBDd_TLwy_gTTL-ksgG4>Im4t)U$1 zI(z!w&)+Al?lGHvxosj$jmWqXU-V-nYnogd3{;=YN-stryQ^cXKpLqU*-lKvw?!2_ z9n%HB6|x0LAYwVzGgdDT2@ck)a+s#Z-C6xfR+un#;P;iOJ5vhYj|T>tdSCO#-haI( zeZ$4wx*xK|8}k;L^>##gr4Q~7T+r>9ZZ40k6z`DC;9 zeMi^-DOv&E0erGvT>R(JvIP}eOHFk2WW4+>a1YerZUFGN?gyv!<9$jq1;`PBLA$|z zJ&d(*{mogJDSv4EC5NyIlCqq^Y(fXp*k62uQ2tvz12;3Y*AmWKXYlWczHh_czki-h z&bPJgPSVvTeO35+O1vDcqr;b^n&*3 z9Nnhgo%5)t8EaFR6jHT&tm;GC@X8o|{f}1qbzc%rjJM*~@zm5*_nO8uXgN|<@gs(^ z>?BSBGkv>JHs)E$SH-~`Y#KGo&WVowS+4PJ2Ta^3Azs0&r!SAatcpK7>{v7Lv)j5@ zFbe9IUfcNIiZ7>AB!-Cb?qlwcLf=B4L&>Y7#Gb`>WybRTh=}wAwIAII9~rG$yFMG} ze$wIOe7ZV#*xufa9CLb=xL2*B9>Yl*$|550adg?b$Jm50s<%u#tSufK#Yx`I+#WHI zi+S^LIccpuYA*LDT@fPm^fBE@ir=x5>X6~TIvO56j&{Wrn9gDfx|AFQ52f+uUB`^4 z#e#mePL{O-3W*ds#z#!iCR4U$lGaEZ%)%pheLmwR)rYgt|5ZRL4GoL`uoq8uHl08LIW5f~ISVxSPy#m(F0vck7!^PN5*oR8Xi3}4+x zq9f8Tw;ZQU3rh6y>S}?_#Hr89oxCJN1JB1-)pk*bKS|@P^sN7!S|TO(-vE!`@U97I zgI8qZt;l_ej)0G=aI65I`lHcUM$Ce6R0Zy3>=ne*l}O6M0pnloatCUc+zdfG1zG1x z#I(=kIRI){CCru5_MQ#$jTQbWcDNk0SDl7YDuh_&`41p5f9L5(*OXe4+Ge>N(I?b8 zq1wIU)_nwq|8@X$Fu~#N)cxjpU%&LUw7dGp^t`s&te9L#wtiR}HBjr5Ue-n~-?#u( zF+FB>?6y5NB|ayB>4f0ah~z2_IgNqtoGcWeCsF^Nxr@RsH{s&9)NN?@x;%jB01dqp zJ7S|U)IPZ8sDD<@Q4hjB*q^$eHK-&)xe8qr6XxcmQo{A zO(rq#bST+9MM{^LO^Ssw&1*ryoW`9Qr)SbIve`}U7kjc1dT78!UqMf(FeJ&jHAvF& zp|-}`NXywyZ&}&zhtBZmBi1ps`rb;EE=j^YmA}8xuSjBg$dDuVvJKI@o6nX249$r^ z@=36l@5U^)tmtp^RlvZe~0%(ceD_^JS}VEpVv5NlXlcoB0|LH`*u zKkI3bZ(y=D20YWeDJ^zPyG%N-B&=AT4|j}!k*A_Se%h;fa^^7DC%?C0H2i|7K|*?8 znBnHqVR1sVSmfzeFQM@6b|=DRLo=N9qf&3)_X`@d*t0}WfH3$UYU{X97qiO=?1S2N z>uUq&&qmyZkM5^5R#ui*;APux2cIc5w>{<2ZMk1t-hWxff8^NhLkayty6py)(~Q$L zAmOK68T`~Fjx%~&d>ZtbpIH^pOy4FDGA9S@69xzi@196^Nb2h9_M6}`mw0ySx1tY^ ziPssS~92HqU=H{2^y zOO>scfh`CCAodu{_bOx^@?J+ecoTJ|Mo3~L)NP_AV(k|H7_Pn71K z56cX(UY-Yqp>#$85QAb)fS~Z=cIEkWU(gPb)a3?QcQ&{c0h9-%*O2F3pd;E}%mG4@x^QzaeaX0A`@g{9q>UEPxcjvYqt<1#G`En_w` zZ>r&pq@DyY;~{Cn`icR@s5QPuT0)J0e-|j>6yx1;{jD~d4i1=EQ@Fk{>z+F}Gyo1Z zg3soDZF9RDSGl;3yhk~_Eme4z8^27}yjhszB^^tHrgVEx z!vr76;IKaor=QJE&@O43$eW%)!VI1xT}vcHH9TnQED20B`r1#wpK?FcFf}1&Gny() z)KTMp>N(_0$ok*h^57(2KJk&fk`V7xb3)}D z9P@W#_(P}BPbN!KhbY~#Hf0IT3QT;;iZU1gNkGS!9o|My;vI6uxDGz6RDIc5v_Ov( z+>}~JiwPzg(4YfyYgVFzos{N{*64c+FJ<1{!Dx!WB>S8(SVQ&KL3QYzzbXO&E{q7; zCyx=HH)|n7TcDLmaze9qUm>L>kfs5xBpVZT=lVo325ro}0`gsdURL_#N&M8@& zibGbq`2_rC)AOc(tl;Ek_uf%=aJozBseC~?Y$Dh(aynLd)i~dwbdJ+UBh_hkHuapY z5tLN*c@vA<-L^_84@p=DpEmJbRp0*eW8aEU?+0X55e3b8Z71hL;@!{>-@!H`ni)xW zZ`#}%LpPstivyL_8-48fyj?!0c4=Sh*dG7UC2cz1$W2Cg600r;=W2jh}`v&l35t9!JH{)c36pZe}7o7^+F?rw0sGNy-0 zUGv4W%j}NTj%i--?e)ne^eI4~%KVL1Sb-;$wz6yE)u|*fyvaoclh7B^tPUn&cs!tI_WA3;O;Y^=r~m1wxL>^lYNr~ z3GNSXJ)Pg}F4(4yg5~GFY?sIX-| zxP`ZA9YyN)gVQ-a#W%4dDBf(Au$WCD>KW%N{P$RboUUiF2}%RO4m~t9LMS%A%qGQ# zW5#D$_PHH35q(M^XOA8Xwx7dPVNxATPY`WulR%%0e>2~U;n1qCM-{hbwK$0IaU|6l z{GNLX@wrCE310fMcgt1|4d$MqcmFN9Ws%I+iGCFhdUjT2yO8j>?BJ#t42mTyxE6l` z#(u6(^ik%5E6}|tXGf2hgIeJ;y}|esD~AQz;e%b%u_$1A8))xu`5pkJ zxAaA8^DS4G#Cd4{ZP80J&0V$_OprBu*HirXymH$)cFe)k1%z;ijqQs0jTOuLm+q%^ zwQDN2>s6$z{+u4Z$w+tm#kbXXhw75_=q~U&-~syC!L@mR{WUx8H9UTPuV`-J|AZjx zxkeO!J*A+8ytHT04;ZnGhC!$ClkH-J)8l;Y7JNj9`-n7L{#}T>zU5E66Y+s%^e2OK zD4oV&I+|UY^Xshp$K*!-?bsNddF@uFoh9!fXcDkfO|`GRCrCR#y(n1@O7+(^AjN51 zzgT@el-87cf5Twzw5`YcLUzTf#50g(_&PVE4he>aPS!yTTnQM>^4~+h53a(}{37S} z)W|EXLOI?YM5ow@Z#{G+4F=SC1zPwFU``ydeP|-w!@=yVJE(o#Wds2dt;THDgbMae zNl<6>A)hTMqJo5kbdi_Ew_X{?`tAumjzIb@~W9wfoAGL))^^Cu&>phBumZW!fy$Hw1aKC&BGZ-?a zkAMBv^xHF=v35E|)h4~GT)g%1(1o<;&+gc$v5XRTL(LU73fMznhK>xn(P*uWa*uh0 z;@9g~#JIh}2f!yyjf~d}IjK~zaJ#vpmaT<$1|;C_`?x&4$eOSRtD~E?m*f+@;8y

L1Cs)*xEPVz8W$a~+6?uK~Ur{M6`iDMZN$z zd$6{X0pF;AX%^8g=Bdx0OjgL+U`yX=Fd!ZI2;Uu>4}I&ggy{3wT>k%&4l6E4j1%wB zRp$xVBsLc2`;cGJ9r`fa`++dv;3>H57~bx-z;P>UC@e;VN1qIVov(-=hT_}yD^1MZdLAO0GrI$PX;0%aot{t%f=@@G^#zy zqncY6lPo-n@2PUoH8NW8AK-&I_zB;xWdBXu2KVo5`Lun!V<_4=-jLUvF`W2t*B@B; z7c~17s|U$PL*Z|GPUlUB_!YWTG2MgDKi?`d>@Mtp z^+BjoLsTXuihRl6%+O!f&nrMZvubW2nL$1Dz|@kDns zA||cwEJ7q}RzxJ8#XJx!CMW$vJ}KpY6T^?;q)gbz-Qg64Bx%y*>E(O!{TAI8;8g>^rEO)VE7mpp zxc#VS#AVGTPo)%l97TRV4FrnmntymehZ3U)@7B5WdI>Xn{k_ z-6{7w>5Q=oYneOpqq(TlLzWE=rUpjyA@;a0`94ovqvw`fiLxYK)=e&IR#$UU$8?CX z#;vVLC~%?f_!2Bfy&Csyo;f6ow6yOv~<`S$wRT-aUI3;D}9PbzyHm>OEAYoO52NmiW}{xDoI^BDS;bWQi-%Q&CX zV+7$DJ^WZl+_jo-ul@uH_&Y|T5#l~bK7n204#M_OoVGy;lz%Iaip%JCJ=*!~xw0*5 zau~QgpFGQK33phvIM?7{3P_m8-}|d7D_`FgE!cg2>~$sD5I#qf=n_h_D^$Cz%C{`H zT4g45h{cJ#7=1d&EB8c*HF`!^=9!mrce|Bv?*e#>!IpA|l>fVGi%<+F)qqOiKajCx z{a4j81o|0)Z-psJNIDnk=zp{TsK=i8B8CcV&rZuNjonrDIH?v=t&y>9DszTw*097V zU~bl?HQll}oRLt9mDeT|%r(=kN6LwFrm^zPkuq~;>;CICRsHW&hZp?G%(!d$EAYNO z0K(572M0$O0zuJHYMO5jQ3yZeLug6hfm0d}pNgNWD}-kft~>4sqf`qwG|~-Enov`d z1_tmI4+n*=&A|DU+{e!5ihqPSh0Eb*djbN-PS=le@9M406D!f{P@eAWprf9Y4(SUU z++Z3zoIxLn28aGn<&F6}nNlxV-0s#@DkBj>{gKZ&olM`}EPU*&uH21Zhoy_f&C9C; zS4Mc=zjl8!$5PlFcW0YKvDq%X$eDU&YJTe(^-Q|C2IJ@G$DWV>@qbOx%5pjjjRj?M z14W%c3H7)WtHrBFvv-3&*NVI|B>GZ9B$bEO?n|n?!&`nx03|>j|vnb)FO(_KWk&IK}g0RCQUMLXEihflJkKcVyG!kKBvqwT@O>6J# zE0JROZk_uhY@}{-+{D?PWeF%p>bIIx+yy~nH>bOI$!x+R5UixyHPf-%+i(n&sJM`_=u~g>00v6qkNyI86woGb$~PAXX=C z&MCD`k*AApFFr-47kRBl{OhL?7R;zo%c8s#4dsC9zO$uL^&U z3}bs&kDFaB-U}?(mCv=l+|UV6r~SPx#qpiwa6{4Xy0vLW>tDd zac`LC+$_NrBS~o|c1NPV6-gHyk5DKfppq_(E0(MK|LsxTAya2p`>Xb2dXrx`N1TS= z0KOE9M5Ojmv0c#i$LPHnu1zU>ZE2JaSE9k{{uCDkx&eOUd4jTP0t@h zIa3}XW*yDUW<@p2B!`FiJ0W}upL8@lA=l2PrZ;x1s)#3xOX)r0HxcUo0-{--qo`YD zo+3s<9EgKhhMs)$krj>Cm8H4Vq^ZSY7~(gUR34T@)U0f>BDB@%ytr*iSc0-@G=wdU zPv74U@Wb?&`J2tyosL*<3$vkr>_32+Nn>>bpV%al%cY2WDF7O(x)7nnG>oXUeaCvT z8g07M#Y05KCBRE&anZ!`Ex;tPo;qoGdNbWIQg3jjD&HYda&o!V5@O=@9|3b1#eywXBV&WMhSRW6p{W6m87hQ|_xnaG(b|Lp)DM6;Bl;J{k9k2R>hE6Of41 z@h}vB-=`(l@EUQ|D3+PDTHr_9^nlTuh+^6)w(A;=Q%#&KiGV_>_SvDs>8b zIzAHfLVCWD!Z=YT-c$6mRG{*f`TsGnvh;y%>6MA=#j>P6O;C!>!u)}JmO}~Y&B(Vy zCZmI1>6qpkmd($$OKZ%dc;UG&rGo(ixZ@u4rtW+D<4|2iZUBklE*o~LQFcqgd=3_s z8L&*L?Pbkr%B6Z;o)T~7)p#r6DQtM2|4jJ=E=f#%8FShHQKYh*1ZYa++2?6o-fIJm zSkp=|PuPKaRmuvfQWsxKRF!{)Kaz$Core>Nxdv2){7PZn=OZWVo5siDOBMca={vtq&~-i`OjHIB2t#&>Uny zP%q&T=N2Q`mSuH1Fjs;g1H>J#A5$R*lqV~ui#Q8yEBe8SMG-%gwTyzed7>Jx^pxm? zbM+NBzg>m1v_<WFfobbOtXy;JR*!9w%T zHl%=}QeML#oEf6GnY(+yf<%A2_*Y6NgPzO|Siqm;L2G1P9?9=(i!TJJaldJAbRjVQ zt#tO)YIW}pH5T=2NWpr|Bc1Tj$RDLH{?D9U4)wcYu%pCMVnu@`lF+^5z*%)6aPw4f zkq}WGF6E33N!sZY7?-u%*%_^>INwQ&73X~N5}mB8px&hc4;c*6+~`fGxol1eeoXdg zx>6*T?~|33yzlkC9-!g(U(xHhZ6$qBeWe7&5${T-e&zsxJBpJC-tIip@pU%m-CQd> zDzOM?YGa&cZa~01QAF<#vEfpjOH0ouUL12f%fmuLheE4#|19%s{?K-zW@unl-dwVW z@|=BliAlwDe|F*ee-MXrrWU1brXvfkzb^GNvI-fWJB#sN!KIrzSnXQU#JeZBBBra2 z=VzvUt+QpS+jNtNTuJ2&#{_XZI#Ikr<;TfVOvCnecYW6tn`HfE;!;h)y%>b7_7)jK zOa`J~E*lp-$SKysPg%1N026JmkVTCJfTRiSs*?3KP&KFe3FoRIBwvIQv}FSB?BBH5@EXnof4cv zUf_iHJ4l&8-?mS)qAm z$&Me^6+>p3!9oBzR2<%i)Y2kjs`zAZD*mg`dV@~;<{)baR^>44>%=$Y4TmT@d6Cmd zO=P@WAo&Q(QF3Eacyf4|D#9zy z%6`Y^!MM8;NRsXEQ7c&Y@1yE3L%fi|f z-Hlo?*n+U8OG)1{A($FsqtYJ0T9CbTJbpDq$7@*UD~*ITc>T>ONXxKw0!c4%F!sNT z`V8PU<6*eVc~E}~R=@#4p<7yZlhy^61mgQSbp-Q6p5vkb5g%|y*5QGlTxl5Y3J(Ss z*OGf)Yk#IPt6g2ks8M zcF(NsZ{^P6Y>w~W{ThCs?-QBM3G++?Uu^u05-TX2J*34@8f#&XS(n@XzygN@DuN3_ zliyI}#fFA1y!tE==#q_s&989Lpr-?JM@zOgA1}C2O^kJIM%G6!@{R6nvjkR)e;hp9FmE0P1cQD&_mm8_}_=@?#|KK|uaPZOPFj&K_il_FX8vh=T$Q4r!bkxch(y>!ZM!^M&Spm?>l#nH>U+{(v z`>xZWl|gSY+X66}4Tkb4WvIQlTdpw5aK-LLsK(0|AyA}!{aMuHQlBAnz;#xvF#^*> zgv-Q$T1ORF(F~K{8X}M~w-i4)cE1EdsJ0u506fT8NNoaI08mL_%EHOpU9tqLJb^gt zG#)2SOpt@XTD@gPSsG4<m1!##ltva%T7)0wPZiW1;j(uGxZYO%YuwhGb3zf*ODX z8G@T?nPiW*Q@xQ6C%;@`lDT)vupHX2JzP$NEPg;?brBLT%eM zp~MJE(5J63R!MiL+PJqdzmlL@ekafDCMZ)Qd{Ma}3;O!G?@qPhM|4LFpITB5EtXh6 zdWjF6A|2(-+Lbmnf_l5w-<1Jk%ka;4nB>*yt)Y zzdHS3%(m&b#N=JJk$KX{Zy9aD9;}E}+D!9nYEw`XIdSh=Ok;aSutzqP*mU|VJZJi0 zADKqgKAt;A=hAPLc$$0t< zev$^6dqoHuIn}`e6gX+MlehQmo7X9-NWw^su^m6B9ShMGdW1s7Tdo9He+bVaf1p&Z zAEPmkz3@o+sRio+hk$^&fexM&fQAqR3G{%Ocs`ZjLx^(q!%#k9`c|aF*B(vcc-o(B zR&>4={5R9NEZlw(lxL)T>h278 z|AI;Sga~V3I{jvJJL5!G2H<+Sf&;W-gGJZsNAuRDfVDuB_73|s8VFYw$lcplvdRp^I${B5kO zz>UKu`n-E!bZ*)SUH{}K7ajl{AD8atgT>n5P_;>POw$kY-f0v`aJ1w7H(?@(7%kd> zJO0^ej&E4wTya;*_O;)M@hb>I1Q7G``&n{E0v6CKdLfIp6_Fxm&1nl#xu%oY8>=ei z7H(27z1)MU@~3SU-dlHHrWAph*g+rQ=)q96O4%L3R6mpIPrvkmTJFi2PxujgX}F~qK!uiOwG)wXr%OW=6(H|YhlH|BJ^27 z(iVyNNt?m=@`VscM%aO!c`YM2#kSGOw_th7f|#%Q25ntL&!o1&$XH!pZs0f&11TP+ zKemCG%DJ4Y@f5kDbO_!x=mj@%Jo436HD5Hd&`beN0jNS3w}O9_ir27_0wLy9Fvh5l zSW@|Ta6aKmcoio%^gz9)iW!{jcV!@c{Mf$?o%J(j1QS{sMeWaB9i*a^q2;_TzdS3f zb-cU{pcqa_Y;*b>la%}KtsBa~AcE{qUHQ{UyK5>8b~4x!i=x5f+DnipAvm0UR&)_B zGRmblIMoH6-#P~)myD(e!1d2TKGHCV6eQ;>%vv^ou_aqb=%o6H3;JVy@;{=CMxcSt zyRoznO5~1u?%`r3ci=zDUYNt|c>jGt7V{%5u6wh-QN;h7D5KDeMULnB66qyEOKTJr z6tjJ*cbNO&DRRszB%Zfw(m^yTz^8|hQQUxRofRRZmvk)SOOL}qghP~QtU=Oe^idKQ z!rzJd$IhpZ*~lx^tzai%5gkzo_gg#sm0h2Yz@1#k(lT90G{z;m+*L^W^PHHh2tCE;iVF>5_c) z4pAtMpd9x;xIKKEQ4Hw$(~05a9R6{*kKEkuW~MNZvhZ5~FfGi;sVizr3j{65*9cc~Dvz>X%k8SE1+M@7aM(M^OCN?5+kXh4!^N>c|KI1ccpgp~4g@ful^Brq6_ zWCP`5Ybb(Dwrn4kLZWrHK5p1rT*N;|L!&#D>C?dGQ14Z+*#wrZ$W1n_c8Sw9cXA_0 zn(xl|LpWw&A%iEmATKQPUXpsf*H-5C%zNSm#U2jsrA=a|o~NWISo#~G6m&jN^iCEi zD*o78w}Jvg~{LdDFEA3A@k# z0RRO$icF5v`=yZZG6r@9AdjE)zdvH0kc^K-f5qG6vpOHk!pFYg3DV{_0hslA;T%wo zEOK27M}F^H3#4{%rLwGI6QcRU9!t~rLjr{|R~ci3*Rblyg&kBsN4&Jn9a2cLNb3P_ zOHM9g%6}@KPrRfFUcp9SwJyCy@5L}K`vr0HpQQhO^s>O3%Dm?Z)$C)}Zq`Wxl-k*R z(Tcvh(D9WHPis~lD&_OwZlo?Gb|-Iwl(W9*`mdMLf#1%7-k7Hq7V=EIsILtL%~-*d zo$WYrZn1a2)dXmnV!i^C^K3Z~n2HGj0T*#uZNAdTv=0Fz#U*dCG>^nWY>8+%Kaz8I z)n^2{jbHmmGt%P`O&{)RvIo#FCu{H7G!zVvozi3em$-*@eJl{joG(nLv(}uIA@r(S z!>;?vVqaIVowX2~5+Bz}=c*@aCz3(brZuSIlM;u$*%LLcRm8ghW46IuQ&SadBk(dJ zd&i(zP2&>a6YN^jTx(-s0x%p3oA5{oVCuXju(h>C z_NmWbc;fhWGzp|nWo(m66kP@fu+JJxLg3ygRzJelA$V`23_9r@W^CV_L09lS74=6j@gSf1y~|4{8#1Ba#o0CHSsd|bp6H`gwKN&P_g#|TVfkFA&y#D3-q*dd3uF6i;(c;6BU}8eR4ZpuKxMTW5gmBQv`B|{bz>u>39_H4#C>3K@C7DvT{sjkBvL{XJ zua1ve<`We+&RyysI)|nv-jMqk#J@;d8&-%-^Mu)GYraVG(y|jlLR!i9Ctij5WFG>^ zV-VGlY~7dBK9Btf0esKC?Ytjd*@Be8nOi{$IEFE}*ad5k=t98SBW5O!Kp-{0=-~^6 z5Z#5l8fLz!Kw)#jh1~q&0k;IEl;81c6H=#kt|nt^7>} zJ=+v}fmD-R#%sm~3Kc;fCa!Ln9<(Lobttz7z9-z{&-ZvyvJtVolO&C_96YsGLn+05 zMBslUOrN?wM-p!z<$p>ozT}<@nfnri2*hB)^jz-YEsYX?8KVU&>k^l@4 zxZuY*K*`_W(4#|zYCc&lwP#GN*QUB}vjPgNGwvP@^P;l(7kqM!Hq$c;mos@6BEOr6 z+TPm02v|^8EUCPy_cfXx)BIfPSW4Qg01lfy4>dVK0MpcX)V$s@$K`E$7c`{=oWi(1 zjC1GmS274&8fnZ~-7wD>3w)E?>*m%-xP56>0O~U30Oi29_`hvMyU|q!H(VyRR#lE4K4Y8qi zFk^TH1|e!4Z!ek(&&q0YY39tT>ee~(&0%OM)~8nQ!G+YzI$59xoIcl_+K|g{f|Uy| zMwX}6A*!6f)8h|PNjiYtJ)y3D8B4|AZAq$wMfOkI!RnHo@7tJXc_!x&%pM_BV)iv_ zDQ@kdh8jgZvZc2cKA{|iZtZgE+UFMf8nqlXUd!2)P$o*wZV&*=43XAFP@OOgXYHmA zsy1gXD6`P$PZqH+y+P@a_(MxX>2EM}VwB8BYs2I=<@%X-6L8CXSNqeak& zC+4{fF_ShL*a#60Jd3;VaJ=`1LmkFG`sbF)uL*XZe1Yip`vyn$PniZe@H0Y>mOl!U z;#}UPDV4<>(=;zn&scYGFca24#u%A}#n)!|wqU7)(q_hjwzE4{%>tSYfmJ=Phc0s; zG%@?zpTzzG1^_{@{<|)5O=NQ@bx_-u9?0=-BY5pB3&li5<%8=;WdBdNMv8dgO@E6v zK!T3tK--Vq+c79sec+)D|DSs8Ll-hwzgG214^S!b<`yB$e#gA~|0=as_m z>(`w6rLK-uY2rZI(#F{));~?(=ZK|K8?yCI`*EgFEQ$>H5t7ROY~xCSRN#PZ+JbA= zX@CAiH>MvXj=`#$vu3gmB?Xo=h`^sDeOe`S>U0gJynR3`A#y z9M^i}1QJKlq(Rsx2AOM+0Ot<|Z7);>jJqKl~Y)nZU!z zJhYU2_ibto?877K$Tw#oki>7Ezj zf3yIIoBa@^mj2Y>o$_{}k|fE~Px|iDeK)3G7^u%_tD8BGyGQTW69(q_(;)~~%stJ+;irbQc9={q||oVro%CEK5l7(cd*AHd&|?Zl>D8IYA86Qh5!3 z;;S(S_vk+LeIERDy^=qd@SFNT0RL1t4+u`I8S3qQg zskUXHNI_|tG?zZX6TLe^JV#s{8WPX5SDyj`q7&3Ji!5J34{x>DRd#Ukx&sG zk%l2eG=Yw%2mGB@e%LSqaIUQjSnaa&L*&NAAVBEDVv6Jj=_!B2#^e(9bIPh^i(X#a z7Uv~JMy2t1JfVRD7+qT046E6{GL=2&TQ@vQ_JSyjAMZfa;W5U+XmH(oXAP_gStF=o zX;#R}k5z$hR2eE=C+@2J(ZS?>@4wgFL#5P{Jm2LzN<}p8k%XfV5lSjbHt0eW;&ZkT z+D7wy1KZ21vJq)ub^Ere;4v5_pk1)~(ok89J|e=#1*1WKhlmdd$W?I-PCtiVCvGll zF<*3WU`7kbrjbu!$vQly#n212tZ7_|a9@y0l3)P;* zRF9JDkno9ItAdx*J9I$@fNhJNCIX<+Dasdiygg?zq0OsF2}ly1e?WEWVTAo<%gLO>cD(SxT+vf<;Ju{!PJ@DM>l<1ZCq)Pn=eCxW1yg3D zumT~tv(}x{h3l+btW2fNDk4rSdWGiIQ%wiE`Vg#HBLZ8xthdvNPfz{IQ6~pYMU5e| z7r_kGbx^d=6lao9(jj~)Pv2*`4sZlO&BJxn?F>|GzGw~=WZlbVlh?$WtSFyJhr%zi zB=)9S{8qH;U)f1ft9lYAsz;Y*o@m z@e)3wKZC(8{hFC#@iDxk{$EFq{{|OFCX;`-=Q8b`iu81%Y^=G$O@Mm5rAi-zr_`~&k*km0o8MqlAWCnc4rUaOn_4gPslHlE-e%fDrDrdH@V3jWj2i43 z5nzvE;SGLJI^P2RN%L56u^5o$wp^?xu7iXuoJDzGLhZ~z2ZGT4?PqfC`oAn~XKk#m z!bF4?a@B@^^MLbEDDz8E zs{5r$Sz{z6Bm9(iR9&JmlOnb97eJ7CVQD?^=YDgxmv=8Ew-(*4Sx#N9F)HbcVHsS4 z_Em#kV~q@!vHBxlS=pc+#vO<*Qh~he=^3Y5dZwRA0hP0D?6#yR|5~=8G}lZXcK@(rcknc-@obi{R&~EiNO^*eP|$$96~HwS|SWH0|S|$ z(K-LQXM)<9^4vA1Ri7q52ha_*uH++96@abSLnH_&8BU|iQ*FeEg9M1`q znN)y2&7$0RIos-ZqV4iU0`Kfu$bWtKy3gqqb;99fLaa=Z?gy&x^0z+N%>2&TY}~8j zT^Bwx6#;ay_$T_~AieIFkhfyj8M7~0*){DyUk0{}%CThhKd2`T;#Z%-YB3{w^rX@ewl! zN`4C-3TlR`W`isIC469E`(Z=RxrP#c@&97$Era9gp>EB#V~jawhM1Wd6Eib2Gc(7` zj+rrLW`>xV8QPAS8QSdW_q%gz?o7>}Q(avx9i7usNqg(jTI@&Pe#|-w09^ha#D%D2 z2;W)p0Of-xQHELAjNpe#1b}^>J|{_oX3aOD-@9|uuMayVCU=_6kP%7rrKSUc!;28o zLW(Oh6_V4Ly+=bzQGh+d_{;hpjK*GD7YGQsRl>=|m^Se$!Boy!+YAa+Qp(5U&!&{S z>P?A!&{AXCWC@deP9ATJ3(G{*&nP*ciN3l*|KDL@`0Xi9aRrxke20&Xp1ZM~ca32& zEb@`$vEsEh1LU<2t(d1#xqT#%iTb24u8COT7^xe5%;HjMQ&HD(&7~VIro|)o(4r_HfNl3n-K6pxhB=Jqg?O zFMxi3zjqei-r#JOABt{=t;X#pHAsob!Ty0TaP(#Sm%r#?PwSKKvfv}G#TxdZ3Y96n zWoPowG*%tGl}=aUHl|u(Cyq7pmkrfdaixojFdcY)p340E=s*l6$MHzRy&y+TT;^ip zGm`-<;wN6swO;phO!R^C`$^cd5B~U`K9d1k@D2&70wB|EqdVaC0UF5bT97qe@fC5az8%)1>@ z_|_zyh2dB+Uk)kkX^3WJ2&=d9O9$}3xWj- zfY!v>HJ?=Q+@)%Z_MdA*gl|x)!9G+jNzs*hC8=hG1rA^#y71hDQa_=DfS9H6Fh=OKqzSUKkkzxJ$Pd=xZ z?NO<$nD>G7fLxTI-G9cOswzT?780hWakEk#-eWe`T?vUCtAw)K2H5fEbXjCzBaNu* zYF|06F=D9++m}sOVKP46Kcoz7LmUTPg-g{#OQ#Lmgy-rdMCDZu&sW^+PtE)R%JPSB z89KF(Qj)@kc+roL{qMPzj~Z(U2;K_j3T(PlDTaD{UFVToQc|+s-6{yr2v(<*e1#ef z54P^I!eCK!^xLwov9bDpr&3Z#T-(X; zPX9WMkotK0q(1Gia{_;IeQV8TFYGSi2S0DpsJ~e%`N>(VH(smfkgTbXhrht2o-#aK z-z8@sQ-g^RCb9Ta?PE}n=hyG;e!8pjeTB)rv=JMjZWsknK2y~Q{u0&RyvqGcajMjDMqbsG|FHW3Ret=665ZL3o{@1mHg^pN9 zsRtOlfv4|^UT#Hnfvddk>R{&_y`y#YQ9#{Sm|5x>e{Yzmy`qT_9eln~1Z9%>tJzY< zyd{uBLr5H*$GKHMH5+bZtl2hLSd`dTIFuvTdT6!mb9in^j$wgC2zDdI&Vo`ut@1dn z+)Y!3I6yu7DSWCLX(@MX68emPxJ1oS23l{=Bj^Kk^?53l<>9M8F0IvDu{0_ttlh4K z948ohBNrH196~af zPYqK9C^lSIDOnrEcTSBe9-dQOBEQ>Xj3y9)G4{!S`#7Lzdtc*CfyzqIifdv?Kw8DS z>P2(&P_&l^X4B7u&(Zymkjs4A#5pV4Pl+0-R{o-1?xwQt9&zRV+TAsljL)&HUs(AO zpFD@H&d=`$Seuw-J?-l+zLj253$I-grDaNF^V)c+Fr;R^!o;I|>`WX>&;s$UJ8~YYLp7ZlZLpZ6 znk)L*rQj`!jao8!u-!bZg^v;nw^N6oERqv2ypk5_^Ed6eJ7zwMw>n5rad< zl=h6)zGiyN{vdP$`-w|0z+^+wS1pcR$B{*t6nO^y36#fMrsd!6TmC&P?y0Y)&ZiM- zWcieLzhF`NoaE9uMi$y8|8(>^O>wrN+xT?`pHAyTHm=)}o|hv^AF~g-Ge>Pp4SxFK zNT+f_y5Ixl;aE=TrL~-}_1s-u;Lqu&MgYZB#Z`^Hn~h^L#H<|#-Y&0_dEstrp>B5l zhuoqoY;|`DR=1#aKot^8KnI$X^VZcHZ;nX$=UO!p79!e14Q)bZi3ZQs$tnE$iAwl|d>)|=h2GZm?bmg-Mg?9$A za~5uM6xV-U9=Ma{Y)9+p)B1J5=_is&l-7`?^$=tIm@G@&D)XHguX({{>WYi+bIpps zv_Ai+F{w?$&q#nXqnCHZU);Xvo}Adgt?TfA0R@1!Mx6 z9E)Y{2jA(x3!+J~(f@q-@6t*92XT)HbxpT*ts8dwLkCOUt#o&h{<+KND-*AZQ4wI( zwT2J-a=7pc_q+MP_W+vKFq$1d?D9l_R0UE!cR{x2WR+knhW zLNgrj+A{aTmxS?>ez$zA+)icLz;QHL{p6qa*3Jz6FJ)+xY{qA>ud3-%Eu)XgfZta> zx?etu#sQ+_Ow!;)vnuSlsHZ}_9Mx4eJ+j^*?YIy6PxF>e0#kuic&oQa?tVDFSYWA^ z&8pSKD^HsFyL{Pc7+X@#b8opR)wIVaTdSyBew03T zM)&7xrS#y#N0+S1i7Z!#2$x*EE z5niE()Wh`=5P2MTyIe)dLqwv)$h>88^25{pDHEl+HnYR6;$aPodhz?>{^QssE)etU zY;65* z!iCHFX~9=V*~8cO)%cge_Yr-TNilva{adur!8WfBP}eGaaU-Ob#C? zO0%**u{a8D(5+KwHP}Nel`z2z+q05TO^}HNpcrm3rO+ycfA2EL>GvU-^JZc@O?PYc z2OaPmyM5XLsx0bpX5pyxBuT|-|LLhHkORxTgU`l=w$0$qyOgAo?9z4V$3ry(6r^U3 z>pVHzaG}OOTBpHN^4HoB-?%9=sUZdii?Wb#0NCyh{p2!#VBc0ckfNa;EY})a6)#nh zTHh^(QadqOHP&I3ZT$sxxU1qwiuJQ*n$0X0qSjL_KA|ULNt4$x_0(L!xD2&}c%_u$ zmMU>8WhS)TQ7pA&(TaWF7(s`2nAP5Nd;H+ylG$qBM=%G0FPb4BLwkm=KmWyD$Vgsh zks_mGZCYcy#ATwxz4qlUn~92oP@+0yh3cghsnWKld^7T|37zL9YHC+jYi1}Lny0Io zTh;j@I4``W`3uuz;&!{1yjZPH`CNP132W)ce&zaBmpQf&00*;qp{dSrvi7zxrSV3( zZk4MV!p)}GkhD^{$V%yN0%bf$rK+^L*;2xSR3e`myp1roQRRv!#ao62P5_T#fMMSn z1faQg9%bp{S+LtjDoe_+GSwBXN(w>m4o}T^zG!KRb;U!VSKXCwIjhVCAd4ipfiWxf z>n6X?=+3n!rHJ)9J&rHq=FKUu@3@K3m$UTR%E5tIH z4d7N=V%e(TibEUK$x|!$lzrTU>A~BibfoRaNJZs%TWh}Svvgl0e+EBHl%lq^ci38y zypX9e!6H+gDRWD~aVix^m@vmz_UR?$D`#oro)S%kC0QG{8?49s6IhyLTfw>W6>_P( zvJjuWLb=@u0k{k6dTyLYGSLy*vCeWeF&K%vg<{4oOj&`>PS>H-niK8p;IE1k5c#r9 z3bhn#LSdZ+DPpUS#Z9Vls+&R1Wuk8qlMZ!ZZ^c6mL$PnaDvp6QtS8Bs21HgZs@5Hi z*==?ji-=2Y?q1^P3CakCu9bgE)WW2?Q2)X8j7$MFDZ3indy?&^A{renuO)}bEra;wrG!KCO?uF{Mg zP~$d`m!^yIFLq9ydkQg?v91R@lUsLBe&M{LEKhluLT01ABoC#SxREqn$^+5bA(a^h zE`?GW|1L$R^+sasy)*)-ta05Q*K4}|Q6Se%E#ALgOZ%zA9CeW3&&jT;{ zz-?r4GBx9o$F6&(V;MKKF@CMF z@v;4)JgcOnMc!>|0hj1}3A6yNv^0QApc$+x7~Xit<%cl&=52m^IrccR{?F3CbuEjd z&Cx#R?nmXFZ6)VhtK;E#M)^jmc};qxe5`j#r%?w8b>3uQtdr`$>5oWlUqRVRBSU_* z#{>_;4LW>|?qtB*{UtN*rNTYCAy2x<@wmkH5u^eHnZksi7G7C&935JBMztzTebkl5 zQTYcjGkMF~AFaR4LJAjP>=nL7K2E9;!b$EZ0z%-wj_XPR6#L3J*1t~b&cz6s(bbp& z;6Mc7$Lx*N$kOvI-ZH&(Lr? z4-mZv%RyZM-tiz1Wvrp@$^S*|TD89wCkrKA{}wW8#+_0&?uN)Qi3RFRppbTVvZ}kY zxn??~VX8z$K#+)=`5paBQ_nXfDuU?CAOS$bB@j_*KQ!5iz>xw9CT&#HO0enRAPTi{ zi9N)$@;69MWB%t=^YIS3iQSx9_UxEY`xo1BWoKn(ZVG-U8Y&-iK@e8O-+Nqtyay&- z#7q2}6|$Dw65#Oy*}mDKdj|bNrG<#dJnpP;t4+mf6hL@UW3Xdfq6^ptG>J zJU_)}=V8FJcdV{k=(Vd%ZBcL0+p%R>`%w%wE$a91Hb0aJKc;Wbv(H1v zZlz<}u(Hdr%3CNvDf~iQueNUy!lu!ZSTg?MLCMPjDWyX97M1<_FuA{P>)it*an?CC z)~VxFbnf9iHs%cBB^je^zGAbKO|vKNRL+_6cn(Z*!EOoJXYR<}pstAVrOs`4@_qpk zzLExi;L0PAU0>wvVu!wT>O-aWEWG_!t?muYm$*w%W|D`32k*G=ACuSR%TdymOBy&p z+cgD6+4^;L&Xad_skV#8q-gE5?=~s#1bx(z%EqbaNb-#rXNSs8)o25IGwbS4_5d#6 zvn2nuF5r}equr0yU(D9V{SkyKz$Gu8k;%`o=@pZ)DVWt2^%O_$hTcOV=Wl;bSe=pU zaR!av(?9+0-tk_)D!8^zY+7x%z{Vx-vAv-8ub*~;)OQSCIQ3MVC!Hq%fMbZ7Kh5WbI7@JQzpGOOoGObInsH6YrRPEL3IZT;#>UVXe=~EprY9>TY$0Lx(w7Nr@4=-Ay4>jeka+($Ao5=f zEV$q5^0_An&}ntSp3ZQhAS=(|lQpiX&Xn0FUkboHyR3QYf58BP+|hKLc?;y1 zU?rvLQ}N?2gUJWq<6;y>kM*$@pa5_~EbF|>-Q559FKajJV9Yop$xat*H6(s}uD{}{42&}VOd2s=QSb@Lhut)%KUUd-A zb}E0hD;dsZSDSDF(LLYz%{!FX%zrqKpeLfQ7P9FvzL7QPm-9@(L)3|n{aU>NE(*QAnRWLJb6+*#b`XwkYpV1hZn3!KcpDP)`v`cj8dC)MKDwW zOa9lZNTFK$A(um6l#NhmgAg{~IyU*2Bf(X|n;Tp?0zvOoBXi{$cO{tt(eQi8#Y^)w zSYyi+KaI)%Mna{KaLd z`V{uHW`I(nB-K1kQ~jE9paiE2nnqG0^Jd5NZN?*tqU-qh>fFa+D5a?x7BX0^ii?QP zzGgGMZ3yTLcgO{GW330GBL|&d0LMpsLG%l}QCJSryBi_?y;cr0*I%*-a>)(rbagbB zG6eWT#X1`RD85kqV}=uvR)SYUQ38Tk}>np*+>W-Hlpa;Tqau zRpb6=Gw=5Gj3<}`@^;7}#*=ent9)Iysiv@v~W{yes7#vzN;>>;WJ2IK+(AO9dCs`uWfu{z+Iyn+^7itYX@P& z5Z0Z-QfQ>d2YSxf-GMnm-<*6dFrL+3deQzm|Z2%PhazGZ7u_s%{5GWMtf$S5?YbJ zBHu&BovLwOp5MN(E0!n_Bv$Js#pWfo>o*r1*3-KTd;HH&(2? zoUijamfuG`l`!Wy@7m~h_U~iZvllvVkYcBSTh_LNcx~)vZ6`U^t~JEpb34Pn+8yHw zd3t%RoTL4sB2U>lPotmulo0=-^BdWDDQ;&T*4$grIzR-+^eMf`h9qdDg#V60+MS1f zU4%L^VcbY%_?w5#cmsruKBi}N+E;hsW>}cc!cb@irRduwHG&OoH4(~{gEzOzHg5yJ z>xIsPJvx;6f5rQSYg zAbe=S&{Xm2IUU?&K74NTkU*M=tZUCCP#5|7ge&?KmHP#0{3kCm?#WgWtXt&CI~LN>ii!emI?Cd zu3Tp$Ow5X4jk!z4KvCCNP2)}z+Zu_~P@a1TfU=L`AbSf^7Eb&7UxT<_7p(kZ`b$MT z&3xy<70;W;C>t-_`&KhHj>)h(69qH0vz~Cnph+EIMD>p-(<{5IGEnn3029!_|-wy{xz56eF``etCRot1t0z^Xz(-tbNszflL{+P4{LWlZv`x(HroPbsMXLdz8nz%Q4DCo+(TTskVq^HFPrQ~wI?6u)|)UAEvUo19=w;(2$h4TVL`Ba&yW6z`gRuT3ESC@B2==J8*t8Nm(gh z#@4W-1Of7IS z)!uE8vwjjDhXEF{V4j+==!t^>T2d6|BouR5dBWk}i~qVZLf{}2%uqpSHL}*#3yKNz zu^J!{W@Gq17Y~tSG%tC9)6IYJ3^Fl$#9H^$@c_qe854Y`2;<9g7YrO;8BHB^MO>W- zIA(_ibyy)^HDF9cx>bqc4w9Y5xxwpGQcXR}-KQY5sCzA%?u6fT8E#c>hJ>@938^|h zqk-VV3JZimy`Y3O@?;$$& zQzlb^UVwe?e*gAcH#8XjV7o>KD_vkHW0Oxc9EPvRLL~;{$uXA|3mh@ch18 z3gXrtd)6!k2Vr0F>hj1IysSfHsKNiSe!i>?f>(KwT_#~tDu)UzPIsPr?}f8s&{pmF zD%sTCqU5t=^`pu(7Y~cyr*#^eN{p0EImHUvf`f{;Jks?x%k3TX_i%)&G}P7SX9Hkf zmF_Ng$^LI<@sD`2JG-cQC)_E-#|3NdrJmf;i32j{pStu0f&jT8;XU`Zzc`gm+@5j9 zI_+&yIx^*spR7r`Z0|@_q+a?!eS%$Tw^M)j|Qx0S2m3vosnxmP!cUv%y{-@LCkuVa_ zd5Kwq#ZKUi0UeRMIh7lBnJ+p;mu6=I#+UFm+qQPohG_Y9%pblquWiTzd7IN0BAbl| z^B`m9umr+S{M7ReNMEYO9)&M9!>%)Mac+8dPP+sud4LPEgc$9#h&Tm-L)9INL2HH7 zE;3v+$;SMepV}Dyf5OS7h;lu96NmO(_FJCIEPZ9f1Qu^=Nv4zc8urD2*P@|c)KtQ{ zSJt7DSBR>|U(ch#W3xaiHtE$FrdWj1AzFS>N!PSCGVVOs|b z)lj@NX9h^@O}iymVQeg@#M5lnc6g%{N0E1meUrH@J!&I6Lkne?AI;raf(9px`p6J9 zNhndV=Bs(M*x+-dmyF_M=BedEj~>;ra=%yhK9(~UZm>C>wWWb1c)jZEuqs_>wi*6t{oSQ$eMn8b|kQGRF7^vVs~{=W;K5mGa^L+GjHT88xw|39O=~M>55I zwNt{OD_f$42G}6}4I9-;8W5hDZ?GmIfi6`pm7=D@d>1x*Y(em=3#Aa0^jFBQ*VbOs zD08J~q@8ACuiT>2^py_T$Zwt8;o9sRHPQGYu+8P}fWOVTl-H3?JF-7$&OuF1hY?88 zNtJ3S2`5IB;?1J@%<+Y#a!-~AIauC}*L0>*{2zzXzEdBhh->0ODsuJM{<~(Y9K)9PFdx)Gb{75#`4q;TZjdfSP@AZj6>S7v0R8;H0){iB{^Mi}4r@9(Icb7W>hqk{ zxN(1F%i9BN52aD|!F*`><762%l`x2XW zChe`Ftb%&E40XMUHN26ebS5u6f~82`~< zHLE?>O^^oGT?1VC`MZ0n6I8vW)jd7xb|5!;rDG;{uA91s9h04+Y9|pS;X%0*@4PLC z(X|GP5tR&9!bLrp;*e9mdFT>W-G6CDssceXff)uJjBjt&$Rz$=n|?Yg?;Sc`0im2U z^o1&gZ*?DVzr_wFqh2|Fp+jcK23HdWZ(<~+|39f!*HiiJvWZG1{yxG?l8j|wr5T6e>3Xlq5CP$x8KqeIn+ zr&X+E!2D4K2}L_oyZC9rM25B{WR2`k)y`TPRcb1?IeK5Pq}n`tBhLFPYno>g6<4-~<%*sOdZzxuFe22Apc zH1b2D>L}gm!UTe30A|01r{#F@@8o*;NGx0+Ni>^80%vI_I<1gVKV*!ze>63d$U4uY zWivkXHB;4kV`g9A1v(S46O7FyZ>?Cq)~yOA-1~lhe$}0)%XrJ?y~4YriR!|~!ket^ zOx!N{zCai94K`v$o;fUpBs*8X-?teJ+hDxSQsKaG(kwai<9a3tj=vJTpS>+Pg}&lN z|IH0Lw$R+3p`c;e;DAjS_pFL$mw&9eKE(M@{pt}06C+zpn{Uh4T=}N51)rlc;XP`| zMahfSL`dQ#Mpc()HST#A=+J)RqVfneN+J<$^(~tP=Gfc=s{+(5 zeo|3HRXnMQTCiGC@1Jptqzn*jRWjK7fzi%jzUP`mQipm~vB*fPldamjdHlKJ8m>*? z)Lzx2=PvzOD8?n7uHk|umw;M&h;`8s4?jRB*;>n$Iz1X5cH7FH1!HgHlm+nZX z9mU|P(t;^N&LG>KeSkSXsfoL&ZWB3-AcklP7xQ1l&x9awCTnKP!myO|RV6@O4 zA{{Cb&nfCAV)HA5C7hE|s`ktnbN>5PyE^6z;FlFnAbSPU{qTI*kpg0>gA-4S1g;6v zAXWxpidr7pzQ)m(Lf3VUkrUNVn4^*k9jYm8j{4BpUh^&ow;$YMaRdPLr6{^}%M}6* z$vHaIWMyq5v$S;Y4=5umd;l)lSJp|y0{JNqYXmciHk0inRB6g-0t+^J-kGq{&@Jq) z;RB?5?4K?>>aSyc`PbHFU4E)r({t-*)?X&ZJ~(CKWe$4KeeQ#X_`e85K9qH&RN5Ye z=DbPq^sePuB#u`wRSF-PF*Ln=zmxyNyRVyCFKU_KP!pFB1MuxS4Hdyzo201_aTA10 z?~Zw-&nY1%SjTORK}|o4Z3j?iZe+FCQ`v8+E{}?|+e^iK2SEShtY8Ej<_F6U+`X12 zJ<0%-Q(Jy%D`NKm0tMR_@l_p1cNz?S&AQbi28e1Ga>l{)at@#!*=SGUG6D!`;9=0n6qRS7M$nDTv z=o1KY?gJxS=CXT-0K&g+*-H1 zfl#JEc~-xOwN0EW3APZF`B@T=BxPwZ_Q=}!Mi$>wz^LP20tZkkx2+j(5O>)NQEnOY zP|CNUnrP-uULJZZsm67(V=jRC;HZr*03cHag_R|5p6~~!PBg1O2#kMn0P1?|a<>OL z5B1N(O2bXk;_N=`XDrdl4QEkice%E3Kmc+S8Q$XvDeacv79&vG9Gwi-D*LFhv_WH? zrbWE6F2&@#oVPA`wYiID#F=r9i`$!!6alE~M`l7*Mp1iKe6a;HdA-U1F?r{^m|}b= z{~OCo8_}LIA2B^=9JbF?*2Lha|zOI?j4WQ{VkLwFlFfLY}bJZ47h3$ znp2N&gN+~C&SCy%;Ii~V>-#eTQGOe0W$}j>WjJq{hMZr39=~~ar5dNP+gV@Dnz*|w zI9CIm2e(R$1Nh|615WjS!i6{Y(vK60?@I6Z&N%t6zPd2EGBiG`gmWA8ab{m}-`nH$ z(sKGtv)Mj!Mo;@0V7+147ZX}SAc8>^yty4@3hH%YyO}p@O227d?7f;5Z1s^EOCyh2 zJ$O*tRc(}BjK`q7U}<&mg7jA(FuO4CZUOx zkGD0HN}J`O^>2K%eLLm%$$Ol)C}Ij5bM$TUwsYSwcndCIQQiH)qKAxBkXZcm+_{z3#}ogPrZ86Q0oz~WRlnuI)1G|L z+=~ca;FdygK6e}Q9t_ql3=6k~?FzrEfMAo&Gpab+%HdLuNL(nwp(vM686(Ytc)o4>$aKZk$EOr5LPB(#~@oA|79_rGYv z&DDDOn&qXg`u_!~ja$iseRlXL(KQ}KiLx;@?H90%PMl~uGt_3v%oWD&oxHDW?)*wU zl@o~af`Yb3&!|9;kanm|a`;S^Ar44jWOcdq++1C#_|o4_WbFT>>>$81mN46p$nVl)&0fd_rbg ziBDc;q2!b8;!7?pjJ6IeN%7O#3XiRgNPYBr9j$}zl>5~tZd1Jh9Q^u@2SaREjBeg} zlv$HcZuPi7$=8hci2;)RD`C?f-VlGDvI?KFpxs=V+}Cmtv38@Ne?_@Qw#j3JW40Je zdBiFnzs*_^Y((gzQ!q(aIjp%K`YqFO-P9mI!Y*^yp!M*?C`46TJll1>IH-LtAi#82 zH=PFfUjhO}_MnlTqdzv67`?{5eH~XEuU3VG*S#v;cgG>FNmP{CR7ggTk&F=~BZ&7Xhu3urmq~DE{69}ls zD?xWv3q_3V9!1x1liPZ6EZ@Z)oc`aqf08S5A=Wcw?PvT0PBy=pH{Rw-U(Xp{ zluF?2^u#6zI1v0lNS|r``^=mD5}G^qBxRBSn+v0p_{mTnMN}`%G5v#3>zj2C7{FWT zAI-h`jsx`N?8lpZJ>9JrbM`eBIP+W9c@0JTfZEC1dp(Njzkv&`!ZgZje~gSIT} z?z#M-s3Ro0qOSqoyrM!DA^s2M1Ggal{|)M~hq3%`Oz+%3hV}ns`2Ii8o(UmI`s@7W zdA#|G3&`X3&jlD4nCN{X-c2Er(NC7$Vkt*{GRecU7ua|fws=|TzfQ<^^8NFexnAMH3bctZz@?%hza=>AsnQl`*WXEry7DA8 z-EwM1y0%qI#S-;SkseA@JsP4dMb%EB;0e(vSEbFZ^UAaVcwd|Sb52SD6@b4lF9BOs z3M?(&1e3t=NAhb?{8WUkICe`|^P%A?k=#|)IehBTm00(j`E%FDE!}^(zrU|)GZzkK zG$zyQIrzX_2RIfK`p%BT)@Ww_IMO(PO z%>=e-i8^M~c%TX(gzw{2T&(@9p#d#u%G@KU2q7 z)Y7+?r2ejs8+~xa8}ff+hvYz($y%C3ZZ(8?gvvYispk4r#htbqLuM}wvsAwM!wgLS zf2b)XS_MeL)E=A4!6ivzR>t(g)O#}IUvN?=q)K9;58|%)V(xjU!wuj({1jM^I)8i; zO{Pp%JmI$Uj6UT#F2)oGr7yZt{nU1XxYlXA!&EQZ8bvxNSFw_st$ z4TAz5npZMtbY*5p%|G{MVxPFcU?$NOT3YPah&92R&3gY#f%c>o znBhVBKH^j#MeK-O#~Y z6!%d;Uy`iRt$RLbs#TO#W^4bAqMp=Lbi(~L_J{e8$dHb;Zbw9;sucol*I(>KQ(%qr z*)N>MzG~S1Q~pR5GkBv-Bi=cA22^*+JKKbk@m5%6j&*oG@7_GeA{I^;&` zI3|(T(kD7O40Jl{MSYz)(`!zkCuF`fEfbQiT?RDv3I{reWDY>ov*1UUEX-Gq_zRua z1@s4_y=5$|MdL?rcR0sy(L_^s%VG_ua$pTP}Gev4WI??sq&z92N zsaQ(wbn$m0YJP$nY2TpoaEJlJFwe|)x*lcn_ItCP#~9Oyp9oA4o*5448wO0;^yiK6 ze}o~mh2#R1vg0rg1xfN_bscrncRC0vX0gm7+y_EPVVm7oB4}Bx5iK-N;|MPkM2Z$k zlj3R$S>8C!f+<*GYGRxmwQu|;&d|4<3*{z zmc$ax#^-nD5Om0$N+KQoM55TG&}XA$;2~nhQyg{W%V`peW>r0Vn6ajTG6hdI=p`DYJnZI3)wS6jg~rCp}6 zM0zHFHP)?rjiPJZWE}N`N5uuBu0$!=|A7!Z_4qa^8T9KaV7IN;BHfw_=L6H4$MpUg z#4qwST9U6W`hj=HL{&6;{$6R`M$R(CxMI^CVKvO18z5cRl)f!kMTM>M!{-BK>Pmg{!^q7^$fmAjeK<>b6u5_vkL_S*FLl(W~k zo&8X6@IeFM+MNd#sieupI^YoZ+W5XSoZKFmeHz!@{&qg!sy{9MpWk2X?cope5nmuu zw%x1TPqwq|dBiDfF>7@dc+Q$9;gm4uol-P#W)5wWt4&N;;wFbDo1nzR0{KclwJW<9 z7hN;m_%2>cWD<+5)RXV(o4>0rr;0;cY~dX(x1Ijv{oI*+3cI=Kq+F<+I6Z)diJ9Xc z!oV(N1G(KAVBd46<#4dMt$kgtT3nzIp{D7A9sNrO|4(Vs>HE9&()++50aqDfJ6$9D zM2F49Zl(3(V`%1=Ut@W4aRSWCAG-Ji3)l+r0?eG8f-1V2kR7Z@qA)&IealyV)+Krul4gVB_(p#OuIr z4|<*6n2_=SMKrD~G%5g^Q{@L#KUA=eH}GqcTSu5SYoJe%k%yA=NZ=2e-`fm}lK#*SNVT~_=_|#oQIaVZUOW5Z@L;X%jg0i# zqNLsooL(Q^&q(EP2Ti^>Lge_`wJJWq3!=|dK64xU2*DXc_kOEN6wd~}$%1OCZw zBjx+WKDcw-V{B+*KVnV}4V}MM+&=mq=Kim7lF}@3Dm4yyt!@L??(|W3G-YpTalzXA z->t=ia;4M4E9e=#A)c1$7K`SN%DGgV?@+S&Rk+G+8TK`U;@u$sWK`@kQi+ zgECL;vs?hn`s&9P-lzwx=Gh&(Gx6*#`A`3WT_&U)I_Yk`zezohK|e1{200MZoJ8wp zw)bD^yp8~nR~jAPiqrvfbhM#?;G-#96JOMcz+%pLRPZXR{u?%Q2#^jQT9#&t`Cz#x zbJg15+k(93;TW&P$WK1=UXw!_%GZ%eyQ@rMOJs57NBEYz4Eg)!vYW9m;N0nvB|Ta? z@{fyh^Ik!jQmeP(^f;x)%CWeKLM91OG@)IK>0GBX-P_`jxCQWde|52A^1Hv-T9p>i zpvaSLKyQ51Sl{s&*jJHyscGWPPZUa+;76K40#4U>nxN@^6SWX4B47HY_R3~Q{CXVI zu7ocF8UQ{uI^CWWt@lcAr`&dW`4wdQCFi_9(vL~*?T1+i^0C|{l!Ewil)}W$av1VF zoAbuwfZTFj1Zs52bA`WGM(5Jvg9=}-^!6?N%ivMCB`N)EV=AKh$9So)TSgDz?ua(q zbGik^CuDwlsf$W0U*>6)x~D`^DVM##yc=)p}S+&-;<-i7Xe5yMp0-Z zzn}Z2mFl6?wZbh22GD2(q(LWI)mAEh0buS*`6`}`zq36YbiGj#<)JNALjkxe$E88W z1hDi1E5NHlrL>3o74TsTUEyPKUuL8$e#vd*u{ViyGOoaUs5dM$KY{Uh#ve35dvyZ( zP8Bg!F$CT@F#|KA+6xl~p-4<2CP${lU+TJRuOi!TX^vltO4bCIpC|dO7^<#L&*Q%a z$^f(L!lUlbJQS`!Zsh%c+-^I23spZ>2FYY9w?S$P$s{4MvMW3|=dDXJ!3p802Gaig&CA^z1-) zVg59>zPzq{+V2EnGz0)FipYuzRtEZXoL!-j^A&TTyt=RU=m}hW!_o(ZPxc5C;BR=( zoBK}QZsF(d3uj+mY;G}PXGCN<*`cb9P+m&)H{$`2ob81`|EqD|!WhQpZjPi&a5}#1!#U?3?JV)~m z`9$shUvzzAbYxxAb_Wwol8J2_6PpurVrODwChXY8#I|kQwr$%^zP|70ecttbKfbm4 zNB3T*&slr#s@ip`uBuBeL|$Ts_(n?OJl8j{Pn%JjKp91RFJR80xJgmParms4Ha%YPTb#Mhz^BlYIN|c$8S3F5h{RiLEoSGXP3v&rb`!_Q zzmAyX5`TfUFZgz()02otD8lIoAqg}>7w%(#vzT0RA*b)0~KLPLY_Xcan1gwkSBm~LP zyhN2Mw||pcbU%t5OF~Qn`p#m&Y_bt~B*1~Yabj_oj(~i4YGs5+r$(GaMRD-rrqt%; zre<<@C#fgm<*8rN#c~X`PuAci&D`~~W=>rtE->KsB3?l%?fxjjKFz*vqT(my;g@a9 zkZshW9=XHTpEcR~AwfwV1EK%T1uETSh1CI>9%(HJ)c zXD(T&Rl;crl{v~E#Yc1Hf&00rrXO{Pwx@>{X^2SPx!grN910%L>VNxUTC{4*{@8Fp zd51EY+g+Bim6X+Wcu1V~%&zZ|i-OjNpT+ln0w_%FkgO7niy#EsHq0|hH-G2Ja8?pT zWx<$llSXJi%OhDu8C;sKS1F+*ogVl#)?dXu<5Y|!MxJcH+xWK?x(BJn`b-`3WKB$c zpiI(~sBXS)5-{uvvz#dJgR)^oP3S3}@vEv^@o=UL7@!1?$a&^Gqmyr*2|+141`e}g zj6>txbepI$cIqz(JT1Kcr3uY5;s!zfbLjMp0J*P{qo5m0u&`*d{Ykh;w&Mg40 z0{zC~!mAoapX>{Ep$R4gGoijqsnmF$opG@!9R?(Je<|%JXCfX?j5ZedR^jO~VaZv# zv7IX~CXpN9Vc2zi`zKI?C?y7bI=P048WNzuK*~VsQtJ9vsZ+JSys~b6bD90=Ore!c zB=O-_*enDA2+fUiOR#QtWqtFxh@*S987eSy62^El75tFsi%4_iBbeMGwlR4btXYPq z@?J0~r+|FFu6W$z9wF&=D%t9`Ik=$!Q(r8%66luewk>e6M`Q1K!kwN&EG&5+J(^46 zOxjIzOR#L`ol=7mBFSM9qSSE}Htsa(=L?ti(Z>EJVq{4AIrnI?16`n0Ws;lE4RjKw z_yloDms9p^8o2NWRxeJb7yd-pzZc(ZWO?{u?Wq4)V0XiFSVz=)8+((-jI`TcJ)W} zKzDq^s!2|^d%jHZlYijqI-k=9Ezc)WCS8qH5$Xc6cG12ODY#Lu6m;(kRbGFAWq>~; zE%(rtw{i#t&zePpG79YSnNVyTu)d)lme`zj+vdA}Q?(&9_we%hD^ghs^{e~Bz^VNU z1lCZ zSM#V+6AnYC?>FvH(1^C>6&Bp>5Pwa972yyt%yr9rbr)%9cQPFEa&I9deH(jDr_Rc|6u zi!}0=gCMw*gVIx~s@f6N6;(JlJ))13|Jij*h}0O%;bt{ZK>E8Di>n~MP0nAuUTk9x zW|N|%rtlYlJ%u>MlKK0-XTp2vtmIcgUGnqDg)@B^M3+21-k2Na>tehw89eC%SA%WE_ zwj@?4h1HIn&g?faAAgo&ngfef#*Bj|EGOA;`^uAIL6^c%_wH}PJzS3U)jh`q`uAB2 z&AO<8E9c0%Sbs|6u74nZ;N}qO(|@5FBTlg1+NOua6qPGOYm6(Q*m(>hGOE`oM zOeB&fr4MM|26Lc-Dz5MH_>)fhn=at6yu|A37{d`}()#l2c0leMN4QS=)FCQG;vxO7 z`?6dXG=e8S&ds95EUP5S`hN3$_j=oYukpKge>jRt6i>>+Oe+lJK|vjlLjd9f-1nOU zGIv>|PIIHZr04?yDA(o0Rpj=k=k zv4$*Bh*dmVOu?%dVTDv{uHu)4ewGBwI`Hr|?YZ>?W&onVv8d!RK}}$CA!Pq)=o>=w z`ua<=HikLk*n``Y0}&Qm5j1v&>njYcC-nj5mS)v!k|o0M@`cfBWXOa<48O!Edt#17 zKeHy71lDj#*-eSAt}OQMPqI_};;k_?psK(YbC!3IXYA~tOrg939OrRy<7xR*JQ9h6 zXmUP5_{=M|m^&Y4mS_)VnNj0_OAyIvkm!#el3l(M3C7W?1om3$bacEU*P$9vsrl$K z`^2ECgPO6i2dKxMXQnhQh>boYSw&_ z5^}*BWgX|SB{gv#^pd>w8ag`;TYFVE?ep&l|QXt`0bp6XX5) zO7mNZge^ea%Ryq$FFJR3XIS&SmO%>Ne>@oV=GJWdROf&%V|$!7jjMo0E>rfKru3Yh zhhMmFql)fy5iylF6N->(A+l z^P|E;YcCtM?QhIGMrNge?cXw%-xj%>?HYncI9Y)UKeLo2y6YeWu>eYY<|DAEzTFSc zJA$T0aZ8%CGT%^;l)yig&&xO z>CTo5R>wix%6v+|l}c!OcJYn*{MyQCo0qWDkA7zMC-R^Tv29Sxmx~VuwpMIc7L`l8 z;ec1 zV~VRU3Q|=VRQC=1GxPWT~t()DE8xc`E8!QiAZU5NzW(Z&h}?IhYuqs)Nccwu6fZlfzLAH*V(wDKNkSMdd>#WE=(#~eMmVzqkl;W5vJ zXKwnA>eLT#`|}1TU6DJ7cJpT@})G3`$xm<-o#4UeT z*~no72mB=k0};Frjr4er9Kb*zNdT^*D_`?PM|}e&?OnDx5pYQDi-j--{fYL#e(F<|H4Sb@Ye%b?ZbE5vP#MwGQE5nrhb_4%Gb6wRV)Uw7&QvGjwP0W# z6{NoP34aZ_0fz#h{+x>ev|Vu#YcE2Qm1jU|=bt!=mMuO-Y)^AGBWIwNc*MCD&_vRN zav1JKknW76(1MzH(pkJ3MYfVtA5!Vn#BfdAWwz4LpQe5F<~&~2q%S23_Xt4o)TLd? zDL?hWkM~EahE!=!p(1bFOjg7W6$+|~qGdHw!UvuXfz#q1z*?j{g9&OU8HRJ2n0PvF2${L_ z`}C90)|*Y?!2%#rI*vzIA_di_u(IU9nUr%fN|KymZoevAs2zO2o9^G6hEQ#&)OjsN z-n=*Gpo}7k2=x8}qSDz&s;x1rc+DcQi2yv2UyXXBf!=1}GWO3PsPv3^smd4ik))Rh zlP$S^*Sbtih8R3DsUNL7+I5RbT?!5sc@{jZJVH7__aNxEyZ4a z%)|`HXZG+;S(mweACH)fP>0mYc3j0kTSs&fntGFnT?Yjd2aZ=~k8q>kjtfkAOW$d@ zMYJx{1R}~^HB<;RSMbl-)48>4HtI1 zM!7rM^+YbKxDRyWw{FB=!v7&ordyCVfbq*J5YAMRPzb7*Y{Cjwi}>FT%@Rufa~ zG-#Dp=(b=#$jW8fCAvvpF6rx-f#uqtL-(i7>YbiJ_wCLgIRT3Iw2)rpcQ9#^ZE z9?^;BM=ZczxIQi|KJ_hLAf`Y1OM7O`cQMMMw`j;;&NU#d^Iq@w6%>$dt^Y=_qbjtL zx^>GQH_gnd1*zu0e67&|Ntw$i-j6K$+PQLlXs{#k;EbKF8?FX_rOpZ0fvzrQ|I&%v z2%{Ktww^4{dyK*@($A>6k`B2E7up;4wxs1z|1kg^m@D~N+7<_3x2LMdeSlkAz?0yp2pej%yQm>P0yKJl_ zw4g72V3@lxI$kskDJEox9v=+l4Dyv{oqcUzR>Wvon=L;DairV6Tm(sZQra?D8t*kj zerkWSA#hVKvkJI}QiHly)zY{W$Ro-Xk2D!H-QP^uFO>$N?;vd5%c_TMY{~x$B;*E# zo7hg?H16@=oPERaATOB>uagzm<4WmZ9FH3JI9s+|9)cy^<{CXY82OtP<8m>omav~q z{z`A@nWfR5RTESp5xc}^HD0=yM<_Y_Sm2OGkts2f7;m$F0Qp2v?q%V~zcIX#{@gX1 zDFv+e7kM6Gem|`HECtC6V2kNx@JnQ>Ib3(1E8Nxb?X;F&6$oI!2s}Om2hm%6@3-nar8(=%p349~ z(S*dU1+#T_;fIDX{*emcY>MkiiI{_vGM-M}C5Rct4P|avH?m<+xFH&){})XlBUMl#15$w&GN%q_UauV_|~7~5VE0^2%WeE z>dO@2W!a|}4!wUAz=+7u3n$FoitQIL)FP;6kNdXZ+kh0Fqxx9luf>hL1|cUbCw`12aA{ zj|aqYhfUR5!1U2emkNr$6|EH3FJ5#e*s8a4{WGMh-mc|{t`z}>X-%jov1jSE(%pC+tKf}fawe^_X}v!je|~jPPI21${bmMEuX*I$@c3yGp`-h zwnp(_`O4rrmC(uic3)wD?#1XVvqkJ1eG42V72^Ybn}2>;duGMtjeLkS4D zpx>o#StlFElQWx(A!b0kU8&c}rXZ?0wsM=XldZ4NKxwvEOX&2|xT;4msa_w#kiebi#=?alZHQ-uI_KQqn4$9&V+ZqB-TaGfL10r7{@yOo;4V}XoS<04=(n_&d_uu zr-<>1oGy6B8`Y&Ww2d_bX~6ii!qB#qS8c%!X~d5+#xK#BTW2rdseQ5UTB^dtMPbV^ zT6Kj>{)aM$xdt~_q4c@nk2HU_2*sNkg$=jMGKem}stzMjrh@XqIKY-~FP5QI7Z$*@ z4x$OKWyQgeQzyYu%wJ)^Se;U8%RxhV1t=^^WOG04INYhQsds=qiD1{ZEx4$Nfb!S{dM`Abj4Gq)u z2CFa~+pUz2l%8DQJqMreo@Y){6<{B0lxqcN))c&T?FFWMjlgL0uGS zaTYRVHTHuN3?Cz8H&%$t#Y*QbBK)7DOa=(CaNR(q4lSvNqS5>2ZVfD2ErVQ~>4oub zPFo*?@sIn*5U8;N8DkqNFGzqkYWv#@ zub7RO_?Vm0iB5`Y^n zo2giI03m?F6EW3L3XjDl?{3)Y16<3Y_C$?iAkj!{=wTRN6m{)SQl{0|dpl#9h-Cbg z(MP(Ea~zm2ME{1>SIfsT{E^N5XU!3RBGy3AAB)ae_ zREiu!!&pc7%Y+nfD+;dkZI`{(@sH91pY|6(=v$Hd!|3|mqp_)b+52)s0w4Ha^qc>gY7cGn9lv&qBYpbh(d zYy&aSHDZ<0L_Txgt9_=%gO`j8KI*C!B4|~8DkKOPK;4y)H3mZ{C|h7GC>Sgm*{ z-C;3s!W`Ahobd$hn7X=pPhF)029nz@PS%2MWc6OG`D(s7{*b|92G_kn8fSw%uI3W8O|i8kJqLaI3mU;lTWf`oK2VW{4wl?2ypmW zzo(BET{0u4CI$h}XAVEnB5B_GVQHNf$F$-Tax>SkQW@Gwu!JCoZ@Ajad?SX9h~w{* z1%NA?s9#_=(mgfRa?Hpi%lq%++P%YX7!%jUIH&Ay6Ma5(2?jjtt+A7&}C z&a1Q&7>$1gsNXbR9`>uzGxP+MCNsFC39}-UaG0ocwZ_~nO{%OO66ieiXguk67zY7k zs1Y7%=p1+N1KO3}Peyx3lP@R2J1puvTiloVK?I+Ko{aDeAF&$^uZ4*Bcq;8pq4Hs= zgf`$X4BrYWl14V7%R$bW?24j`%@Sv^km-p-+fCu@PACb_cdgr%;9nb*Cylh+Lc>WM zQP=I4ygik0hP_E@s-sQB>oyd8-x1{Zr>-_ud!-lcx{-a_S9(~0Vg^nPFX#iG0#VFT zC@Lz(n(9o*Kc+?E4anay=09C8w@b=cFrVC_wrTNTi2-enNMY%FLO`Tzz}19iZplbd zj!{H#tm|~Z!V0Hcou3=BGJP)M7Y)_uu$_~^bRq2dY#AMVfH3S<`y+vF=Qse%8>$605?3*&slr%cqxd5_UOTnrRh6-9lwJ<0! zSqm!CMm7_o@OZ$ZK(Ui+{p3yS(|(U`jpwm1>ld)K^R%%<+R9WO;6g7yCOw)ZO}=%8 z{1>&5Y}KdR5FB$?YF7-AMc1U)_O-C4j){PXSE>(5ze2!2pBG8AzzhwM-Eo@zAyiXE zwMBOsF6aXY33qRCtoH!i6*}NC77l3?89TcTI?tc?QO&^N5U5#RkcHQHovA+~I1not z)@#6TtNsBA-@>{uI{EW4pdP{I1bynQ&gkSs(!+P)r-(gp`5GM?dLY;z4EyBv#e@ABa`U$6`rrM2jIVn0L|y;kv6^&FS;43`MK01=3EPZ zk0aMFd`yNefF2QxbG8xm zJVfy-@z1y$EumY34|%41kNshg`RHt0gr+jSdN=Wl++_;C6K1SHf(7G#YK8;*wEd`M zpf=(Am)ytiuS>3+^M1g#d9O+>@k;8?Y6uq&j(~%7$~Yw9Ek5s?cyh4qP5q+vJ#Hvd zoRV%WJOGTzs{c~PZH~5>w%C>GzJ_Yef?vbkW<=8);f=-R2>;4c7BjBPTY!s#7+{Qm zoliHpouamH_mTD4CM}KI>wDC4ZysgAOY_QL#=6il2i0phd&WJ~@Dcb82err`w*ad+wc)%xAS1<0AcFP(#4I) zEcE24*qN1+{WvjdN%reLO$52o?hoR1E0H-lQBj6w$mSnU4y7rgtXO4T%6Z+9pbWGh zx}@6&mBR^*17{s+ygp>nlQW_LJMU}iYp*FsK3YAnUV5{YHHc zKGBEbx0!wf%Ci_^%CiZqg?C~hN=%UeHoJN!vtFR|$AiaJws8uC(F67I?3+Z_u+V?U zPEMQM5$PA`(QAJ2P)( zMU?8Hu8hW@3Mj$F9T$wtVTy z7pw?B`fPk^z<4+g_PBbp|&hre((sieFi~qL33Wv(t2kcR~nm}NtvyEFaPGP zdUK%P*_~6H>mpfMb9J1cKguT%1dQ44EN}nn9gvaDo98dSn~R|Slt4+1P38#V-Lye2 z+qA@@(*ub!*|F%a!)9KW? z?Oq^$57}c$$$T%5%HBP<7{E{Q#+sxuZk``qQ&A8zpg^(6PijZPPI4-d=o1~8Qas|3 z;~4VXGrLZ_I6ws;R_cikCj^rnrzi!ZA(+H4svCA2`r{{Be-B206KEUVIoP1Ferqnd zd&QcNy~o_xCfQ5j)#@>>b+Eq~tht)9JmEOEx-?F;I6iSvsKW`%Y2rRvixh#m9N#&jes3c`+aA z5Y2|?knntL*5T1mr!_WLAou;M2RZLj-j6n*ZQ+?KwX~nxtVdd*8femr@>fpY-kn#k zZB4?yuRQ1aTI`>wv$a=P^)N>%ALbLn@+}Rm%U52!3_ZX+N`{Z1fXMCUpZda-CUXP# z-lwPY-E~CAc5Q77UDwS^HdSq>)k7wD-%$u)1Sk%3W^==_S8F;JN${PB z#s_*JX#bURfWU>(X-0cwL-FuxBxJdL%yC#j*dpdM2M&N}>V1(RJwL*uDP598Qkb+x zUTyuD0WbTvdiq*+t;2b@<*^H+qC^LhTSfeLO*KHUk-tKhPv{0Syox!%Uy;DyCk>N& z-&Zvr0wLgX^hn^wf{sNrnh-QbqV*eeKMn0!bsP!iw+u6j}naTK2F z;Se%Hkt$D`0&n$h*T=?Tjlnp@K^kzIam9(;n~O@bvjj>XD-j}+^dupBOK#uR8TN{i z9(fEj&)_ST9BKlIRnVi6&k2-6GQ(WE)?>HIDsS3qQZmGjqmuX*Zf*g0B@!%%UB15? zo?y&{R-s@akO656f$S$Lr21qtZ4!E-XNKBWElh1m*v3mh5C}*c8H7v42Eq&RG$AC5(U>G}w#Je-&H3#X#9} z0!jOVx+-EBu{qnQ4o5XNwQbsk8soB5_&;vlRM9S%*rotMuKJOYzhLKH^dr4!e|w4E z2qgumUM?jwIdUInPQR&-3TrjZxNXX^gi@LK&t$-YC@`Uo9d;cSO_I;QBI_b0{DZ-w zX(9mtA}tKZ%^z_H(y{NYKF7?G9p0s?LO3RY@%o+7cNmp)pAMtuD_aqimT!!p7jv(h8d%_1hq z&ZFr;clqWuPoLo8u!>`7#jrfRD`r9$4NLIRPV7b(TxGa=(pEkc^I}FIn>(=_z*0Ob zqnJdv+N51&MSn2^cmr#OGk(R$lY58*ydzndFzzc83%iUbK4NOWi*ZFg%{W7NkK|E< z*~NKa^Q||hyWiyvDVByrisfca!qW7p)1jq^I5^F5<)3!`@{<=Xl*|0J_6-A)4C6N` z5u~>gHeknz<=AazD@f?n&2kD7;3+q~Ts!+5Me=L}9(JMC;sg!n`%L@=lm!L@)TS~D z82J)HSu&i(>!8UDY!l5ETZNC=dtXI-krrLUNq&`oU;gYXb<)Jw4hh5Fj^Uk7(vi6p z8E*+Ym;6g4k)jBSn?2an%kLLcCd{cM^(j+9bRP+#0x;OctFWM8S$wDgG`?aa2N`1H z$YcCo2@SBV{*S9kx@n-8yA$RDlg}tV-rKF&X=+5qd#G;fUa&)epPy$!h%;Wa4)|5o zbPDGF8e{J$sau$A!IzV&94@+ZeG_n^xR~In3`ecTSVV%$GvQML=1?IUMsK7XXT_nn z;_t!o*8ZFJPS9E%IeEKn$mC?ug3m1luSX7Vr7z$D02q0xTpQ&1s1T*GsR$y+>@pq=@z#nl}Z(VGx|xoeU%h_vc8*rxtC&Z2|+0( z#0pLKksI>RhVo9B5Pn*hcDM=uiniY>@dr(7U=H_^OCzrFOj=*t^(K3G8iq@AzNC#J4pHR}U3-MOVN4-(oLx69X-|~Xh zBgFdF%&%-mdLQ~YBBARR5-$-O=SEMPd}8y*H^22|U!k>zC(YA;7hrVA(tSC!^J~d& z=}i?1!5s#M7e6SOQF5F!qKzea68GmS%3wW$49kP3rgiD9sf}UOYdm(6^0-w=@muCg zb<&-hFMTYsWJsH^>Z@uR6v@^}R$Jx~6gzRZbwG!s1@ZIQLt<6=MvK?;-QV51{VK(0^ZB6|#$1x%n*C+-} z9DNp3uF^g7L@3vywu*OLYcYphUx>0;>yY>UjGw}bWP7{8*-jnFiUFc=U_65#E|9HK zZ&r`^tik^I8hCd;WN+(S=Olg_0PVLr-5i}wrwuea79q^wL*i0GtE67y3;*<-7Eer(*GyUC$c6n-I z;v@>!UD9^zaze`BM3I9IUt*rToiT9Bo|M9rKso|eoM*JGA7$r)wzbvf(^1!D2d3TY zgCk7Ji+l-(Hulh^aUvNrl!<8HCm#eTd3DQe6cB~o$!@UGa#~&QxlNL{E_bX1wXoQa zuW>cs7h4~(_8P5XOF{KybU01(jD+eHDd6%7M+1C?_D^4H z+G3IlXWelmyd$jn$+?VIPn=%M+yoIgkWwtxb4lLj)Fq6-4!J4d_{|FvLDC=ju>~d);E$M|kCNDOI+<>l%p(_wG zA-98MUFg3&&bqlN?O?0u+g^fMKNYX9aoRB4k~D?@Mksb_qHj+I321a&Xa~Z8L2cgY zKA|svBp6t-itExI)6wfG&OjfDh8E7I_p|e<-%T-5Zxs zflh?XqKZ6E!gQroxB| zQYf+R+n)KPK(f-gyC1#3Wk3Z2L6kJT%@Pp&!M?{~3)%ru%*qBG`cHM$psc;rq;{#Q zWB$$SixQ!N#^Gp{ef{nZHUQXt_mj2`%S*SzA*; zSOC8;@ZYK4!a#{*g6*DLcKh?41Yajm(w;7o?&v)(;ybs{eiWJa)fkhP$Od1&rE{%A zctR!BI77jGB*sspSk}rSQAi6=g_3QLZP42yExJ#e98@AS$Soq7qih9};E#sCtk8QK z|IBP>iHa>N`S#hos%3e6a`F3zU>^~Z&>bcllqhnyM_l)pZgd#{CTp-5>Cf0E@*J#K zq8eC=oGfq#B46LHG`=`f`oGoDe2|awODut>I$mDNj*cqMD$e(3OpmX}0u~4D&X>)H zX>J?9$8~4hQ$5XR{bsj_(WtGrV7W{ouCEiYD}2r3)PLJ(r%_j$8)CmSNJhzZdwVr+ zQpWmRohk6j&wUmWXk%^ROz5TEV*dF=@!DQ3vGxIfz4CCnNjXsq*AXz(ig7V6<;HjHRB`t2KF733?I3}glYv3CL?_5!xRbWuZf zHG#zz?bRVLa%QQ-{7eh-ZE`#HVunBFu-$gm-!?cs)!+&KLQ8Bb1ze@s-Tf{aC*>t& zoinPOthvW-4nh-99nBiBN7@4Lj+I^%;svfBRg&QuWH|4Rkm?@m?4VNURkRaRbcb zb$~Y!5BI3v-1iDzK{4nbSw8C{Lw;nO0z(VNZ_jHoI78m+6TY|Lk0sM$H;L51Ra2~g zmb|z{vD zt2gjJ(1-l~F9RjQvOM*5_*LZa zxP25Mv0@r2-jEnF$nP}Ibq?a?86GoizEZplQn@*rgo1WCKprzKRa~cH>EBsNZ!VTx z#51(!9)2r-^ahOl7YpFSTQi;*xNa5WOaY<{zBL?dpJ79fZD&Yrb+5Py{Q5fXO(t@| z_`KbAbu8>AuO=enE(MQv1U0fqx4{O@#5!TMC%)G$D&&U$^s;ywe;@x7^Sb`u87CGB z^gd;udd(6#olFEiT322T3p;zcUNToctZTYU@jfI}=cgKwQIZvfw1x5Tzz~HDEJno2 z{)jqWMyL&wJDA*l4!hk-%X+#d0W=BNl`g96D(zM`B2q2?XO|SkQi7s8zNfFS#uKD2 zbf~3vc)30#EI+mXzRW*?E%~i#c<{(F`zWvGrL40w?MML3D$CT%Y&JA`={P=#DjjZ( z*%);c;t*I(Tjpf(cyzekOl^N9W%RqXFHF@109qrWgMwGIx?}V)>w`uXOh5YhD<(5- zy{&M#d1E{2pb^%M!q()|aPd81I7CzR{*@PI6c6mcj5!P2`m09MNgGEA)es?e8zw@$CPxGJjhmVoAt85?0uk+ zo9Tc4hPZRGa3{?q;}Bu`S2Uf3UN&NW5QgPMiLQI?h+pm1Qbr%0ft~B^yngON0NN8n zAw>TuqG%&!QAkBe&c`Z0_f0SiY&5p5u+=}!Exk4bae_mY%h%iCM|J+elXpf*xsu-Q z$!Nejg3|Pq$A*8>yDb$cKVTg9tM&W&XqG|grc(g7@*3E9B&-7}{49RdiFyOpagjsb ztKehtigpJnbK9XnaA*ok2#sH2&;pDr{=O#B2mfNWMW#1(Ga&+>F z?3Y8x(jsB7jDA;PT&p3GzUO=hs5=}4oU1Y&@cDnOPc+tZf@GHSPT__U1R$d)3rt?W zJykcU88+)dF$*BC4Gq91#nx4;-> z7UWPw#j1aFcS9b6AeTaZk6l08_@4)G^$PyQPj-Z&XELfBv4fjMK!fM(v~$on6yG~X zjj+8@JJ=%@{*VB8Z^$0Ev+_`!rc)FT-X}zPVNJ45SPyyZFKG=NwL@IIKZpHku7saN z5TfU6!n>Gf_$3i_;Xae|p!n9j_T22Jsbx9!uSrfAsm=(XHW%MjtvNT80rE3b~fdOEsGE~d- zlq+>qZW(W`Syf+)&Wfydwn8RgQ>FhOr(~ifjY_!2Gfxt z4tnUw8-}$?3mfR|9eC3^IvtdIHZ+C?zb+_!$+%433p&pF4Y2X+oX%I!<)t>0*yU~I z+8lg0uBnoPy|aGnitsAQ@OpuZKFkOHtD38+;*tYZQsIV2)^o3crn7MWu_`c8MKSw19}*D}andYKJZuw3uvOnCc# zI(^b8c3eh&Qt$4>otivRTH6Nde{-gzy_{EXWnzx3s$>qB5q(NzO1ym&dvUxX;s(fodj!!jU@%;01jth3> z2Yf@Uc4+|soM>s?3%WeV0RR}~%Hk1-L?Z)m3dD3PTL5d;M&_<&FB%2*Sr;|z)zB~*{9vOsUbz7JzhI}`7l2~8o9b{lbV+i}s{ zY%-#Qm@W~l@EGn%V-_WwVQL`$bFsLGKR5GNYJm%k&g0zlz89?!d=!;Eer6A)5yah- zkgu?PHYVHH#INf;D+{?2^*RQvV3&WQHdyo$!Fg-_2IY=)&@RB6qug1o*?hBqn~(~S zAToSiY0aPO)U7P546jLRCZ^yghx+OOv2XcwBBfisG2T$QpiPXy9|$$m&?UB`k>mLr zU%(gS$O;O-6gXVOG*8sy_`*TFH)ZhoF_GEIU*S<8#^~QC=;_X^~^V*oD-05AYMKaqefza(==*-r0$(F(#xQ~Ce;I%bbw082Ks zHb6C(3&gc^rA0&Z54?;{PQ(e=P(nsQ z`}=;f)-*Fge*?z6rDVinDaz`xrk^WB;YA|8f4Oh3d+g}JFb`{W`;GBvi6ex9xyk4h z7GRCVOqk{Blnb;(x5AO?k*3?2%?p^emh`K)l*y$)=Fd=KmcYcH&!rt%TeI|C0;M4c}!F=J{V5g6_3k9r%=U2h5k^(odz z75t28z#0nJbZ7cNq7L*XKJ^}&{&{h|y7?PL*w^Jwa_E4YQ>o)~lHjF7sDl>8Q@$Vj zg{-WA0T7_S6D&~pK8~tgnT3h+3j_MOsQV5a2-q_E^);lukF;tZ)o2%!!KMO}_9|?WZPFf{inWzzuo$e+G2_FI-zJASkaw8wB=g?RR;+UJ4El^u9K$Kbe3{ zySi-Y9xQfiN6P;i*Qz>g+-X(|b%3Lz`I!0~ku<|MU>U=nH7c}3{GR4uopwMyo zKUiL$Qk>-#dXGE$-tJJ|y${0)tre z#}{DHY4o$6K}67_7H|^F=5flXEoAXNn4>K{#`2{=Ig1$CD!gG!9liGE*G%?0C!?^@lq1j zpDB%B%@yIogxOfC{wmh8oURR8pNfp$vdvGL*Or}rdgR`vW%5ntMu%o$#QliLI;02pVvT3_xZry}L5=Jp`ZYp9 zuc}LGe*ZYP#L&iDxh}9E5NcbI$skEo>7i=QWMsI(*fpiU;VFHuWIc{atsN7kKM&`d zf&8PbnUr_$5cy#bmxeL2eoZD07=7B9S*7%Zg_)LgV)x}r<)4<%yUWXO3h2JhW^suJ zC@O->1tx=cQo?_n>WKaV17b-*qrY%i2uYBVUHA3ig0g_^l+C@_+g-L(C_t}N{j&PR ze5vAb%2ZKA0B6>|*hYTEwq{jVZMw3B$YQh+ER)RX2V5+6m)^RydCL(N;X*~ASi;jF zh3m$+Y=?V?evvI-YB|v>6dQ9=-NCIFkriv5USQ~rsop=6_0e8kD2###Xhe%@??*@# z81evUxw3#gWy-G1Mn7|IGRM?)$stlt`1?Vt!h#4h?}TPWjsaXX_Sx~IiHS?|40CG1 zU!0%347pS#9I}+uRDc0h{ELTDPxJYAw(Ch$f<%auc{j@jadFo+bk+RyV!Jz0%&Pp9 zet!BC!pjx9&)k=@b5I~AtM0EOyODgiA+{e_@8{=x5Ys2Y89N#KhVh?A2}^+C?lUGW z_kgIjmB75@$p%%^$mLlFy?1|Yqj*IZHsD6-3RjtMp??mi;<2?%OuYFOd+8<<&#_6# z|Ncnk7D$3Qga+vvZ;?LtCPg`oL2L;B=Rhla;LjgksYn_Xf3<8c3p#;Hd+LAtf+UZr zG(zVp7(g%3m5sMKN^Scg3L=>ciYA5dD8n}-02w@5v2b^6w(h_Z3;(EX2+Tp))q66) zaP*RJ7yk_d3XlRLQTUv)|^&tBhw@fp0#f0cE5Zu?p2x-tKeZMl;$jF%<5hJcV*RO@zdjA!so+uf-sgzB<|>^-^Qcn~ca zBv{%JB`%Fh`^FR*aOHobRL1nT|38SqPoTG;!A_9~r3(i-M+H&N?M z9n>4=Ya%gC*rI8~Dm4oRM>+c3F#mPM$7D38G(2)Wmq(D~Qw194M^}ebZ1nRj<##q3 z<0v2?P%erLo(%QZZ;P8Rv%fT9?>>j0iBGSIE2{9V-cY)6r)tZwu}Xhs5wqPZ1xl4> zs+u!T$BBdD9^i=2rQ;HtU!BIUF`&4vJ1@D5_I%!LI$PGdK;?5YKtlJ3apgHUj2|W6 zPDL>kGy7-kb_i=*b4X6njK9~1rP!etHUC$R#(CZk9lcjOS$MYzI%pd`w~GE>t`c#}Pa6#SQO8XoWg zIvjPyx0#?Vs^%{aD&!lo$4(8k14NPYch1VYu3AS`**C^8co6`AUhy|k5ZQO#y>Oxa z+nQ^Ph@=#>EA;Z5^zG`2e#G&$)bYL~Z367?PZqB@7T zI-?EJqFJ1S3 z8M~wdjtI+PaNzB}U1fOV8YaVSyy;Y-zPKR4dbkRH_i)kR{ldJ2yCaO>6sGoS{W4ws zkp(Y?$Fgv-E;mvUt!8k*&b3v&%KSt7Iwr`t`X81F|3I!iyO$TISJtdM&QZ)1YUf`Q zqLkbCz})1MRB@+`7pG{)&ww@J_K@k&Yj3pMOfN)$HTaXZ(uYqJ$P3^N81hSqF|OMoW)6fl`+2sr}~SVDxS_z-|`>>p|5QW zBM3188%>`TCzLA@E<1zA)hTJ~B(ld>J0GXYoXR8d_Rb0NCdr^zk<{uU6D#(zFc?Xa zUXonWMLQ`zMba1m%p-GArl27701t+A%u9;H+v5I-q1;MvW&&yg=Nxb-1oqepH*|NY zt=E)moYC2qLui+!g1%ztqGjX`zKDD!I1CsLVYTHjv6d6VQHJp*a^zv|5prbw%G5}x zfRD&>H&p!9li{#}R;@JfGo$)By)$~Lcwuxf$m zq)(em);0frAU>;1)vp)JV$mAyrPAVnuq~W!Ms$Q=<-Eo#d$gXUGc1mCA45zA;Sg^; zB@2@Ag64H~uxAB|U#{U$VBummZ^r>4FP8|TJ-u_cZv{>H&`N1lUv6cfI+!1#1ASRO z9iVI6u%iw04f`DOzIfsB&x}tYB9)UnV}$9$03?r?X8s}kTN84o0Kf*{9yf?%GkPxC zB}!%^h?p{9lE1o8xt9|5>=SFrG9e&sSpcSzFii!(PBgHkiHx<-0yKy;Vs|_$z9gLT zYBTd4Y=aHunhP5big)0$(`pc%TIF7{bO;ALkmsR8A|`cdT?u!>b&g>0kfT>6Uz##A z=*^4Efxx?$k@VReL-SxPvY;1ws1ABQd*Acj2QDN($V7b<*YrQ-Bzlw+JwpV>pB4NT zSKZrJ%&?x~z7NVoG%O_tW>w&jTUJGV9V=gIzB0;oIZAouyVrKdnN>K4s%p-+^$9sk z5~pYCd%+4`Q1A1zKGo`HkAbRw0l=t8BBf2*S4dEU9sMapA}*DmYh<@rma-M4>{}c` zM!|q{Yezzzi3vCi^EcpJ%G+6SByJ+pgk-ej1Af;P^9Pgo(L zn<-H~JuvXyyVG*cas=W3C4&0kab~DgjDlYM^3!z>B>Rowqcf~wJHs8#ewHAoU~>lt zH?u;nMS0=`^HtBlfu%LYEFq1% zmJNvW*P+cGox@M_GE_5aOu@}nVf+7w)o~%x$`%QKF;u2<3NLl0@XH}?C8K*`k ze*q(J?Tb=^v~q{iO0Vbm%}T3j)JLfr5K}HpCb^kFWiPwnH_lbe=ZU$f_-ZKsAAz>r zx0bw&j{;?@1#S71xxu$J5e%_KG4^B)E;|?gOPV5C+_j9P<3olZ{|_-v^h=EI`O!1# z1TQX0J>;N+PcN`4__Lw^DJXubc9{)IRY31{pw+u6(z>)Dopk_Q$binc@;*cGLOu)e z&$D<5GQUJ#d{0PJq^1%;okuFx7^7%{wE)GkFpg@p%<|!6$Ztp@_Dl~+BU*DEnLLHx z@>Zqkrc?f@G&C`IUVp&YntqoS`Vgjo#|4EQAm}_j$SXV!1>>_Yg>vnS1Dh7IaXxbS z5?^fBlO?-`GehEZC;DQ9la5gQPt-__5+#{!N4%!vkC?oyd7wJEI9`+ zGD#3+U!TDu0d=9Q_+-r~K=TW6#^x`%De`SRDHnHmZt!11IX@q8=r~afAupNLmq(hX zOyL)vN?NyW5l<*BV(Yf$Ru8<_RFBylrB6Q2k>*~YExTPGA;CWi-ewHrPxT?MGAI|b z=AObmu( zx2=`Q3>gv0vYjMp$bBjK$<#Mk%4KC^fNvuJnnMC-xG-X}P<${h4E7!Oyh6Q92Ir(f zDF9b2n8XMu_CA9L0$|Dg;-h6-lfgOKWS|0O+kg`?3+=0=_BZ3mO||o;yxCzK90e$F zh`h~gj?bPZdW-n7WC59lzMLbW5!JQ`3J>U8B%1)FLy)6f~e?E>Guz@XW66^tQ26UXEwfn zS$Uc8817imo{5V5fqD8R`d1*#*B9K=RoG$}sP$)l*bm8?5ybded+itG$+Kpy-6cAI z=cSTrq@YTKEuATYXtilnK@xAV7<-B<6hj2I(4mg{rv^qhPR37LPoMRtCwlrjxMm-( zKwggL)@=x!8S@MezYME?dC+;f%)$XEETOn!5N3&ZG(L0YFqmUKp_QSxE#}b`hkM&= zF0oUOb~-~lgF0_yaLW~P-l#@MZaQbJe;rvgwLE$#;Qe7inr}H`_WiKkHI7j25<-&! zGhaNIeZK<)1caATAhc2mtjNo7k`39O-I}6Y{8mL7EskTH1%0ybXu)fg`jYyvJ}dw8 z+?PG@xzThgh@=8A*`VtHm7}e0Hv7_Mwj_7w3Bvd_E_Hm2+|(wjo1W8tJi<>*81R)p ztPj@WC7RkTH+wo+>HXP-Z!P=RuE|%=P%a@2V!vns04HECxR6kFjT7=|rY@wkzOhAk zQzh1R6ieI>^pSMQAAgb_rq*LMOcTP}4tuQz9Z96&apvzos~`gFTA~wW!D3L}3DJGhD zR~T5+XrUPwETOB?f#AH0YY{0{D>-0^CF(TJB$_NT(7F2v zY>&eW4FUZ4ROtrA(Qli9#(#tJ$xiqU*D&od8nUkoG6hKmWv0VA96*EIhRq>E@iY#I zWN-n1qwGd?-9H+j3SWpAR%tzC&P07q0{c0qkt$z^+2B^JS>5R2STj9-R|(DH&Ma-;((VuBAh~tJAMGDL(vRj2TIecy_XDC z_p$rG%y;Olj-P<5R|{86!KDJ9RPz%3SZBK^ofC-(`Tq328FBQbJ!he@kmscoXMN5n zpnSVbL_#8T5rn~V+1SE_@9e4X>>9~7ynw5#}d#w<7GktHDR2of#v_b2R3o9 z@IP4qES7+HXD@g@n3fWP_!#+=O~R>3NrR;5#75ovr8dAG9Sq9I-w@JPB7uK>g4nfY zt^AbLCVF)97u`%9^G5KPi+$_aFSp^!t7?gC4ct}cfpd^Q9Fp&63x43t{PrJ^z5bMhj6TM0~7IbIs7hoUi9SL zcI#|z*gSHO6r~Z^rVd)DUHnjjet}zE!CYzc_-U2t3_CkYa5(kPUfW|@E~iCl1bJdq zY=(t1nvtAHsRuO}?J*IMK+uF~1=E}i{BO@+Sb))9nrO?m3=Q$wk{7C~c9 z*(LR}3K?6yVuCC~By%BjT6i6h2=n61rK)^lH;0TqXF`|7PfSKJyZzINpc^$vikgau zi~~nqNZpa8oW(yh8I#(UEQ(rLpcP&j{oWhJLCvM=<(o++&=#K;3T4L-Nf205Z$OW_ zvrL&id;#%-a`Cnni2I!%8Yg-tbS((Bm3dbj5c-HmV$7BnYH7oYH=iNh!bk(a&%kbjJ-RouY@oL;kld zqTJr_mM_dF_SZkve~?;qOcShX&_EW63+BGW)srf%Qt6d(D$SzJXq2^VbV~8cobC3W zav`@%-8|C8Z*s{AxQR>%lyHF`Ou6hRX7n4~pt_FY>@w z*Z?Bp zY@8QID*yoI?6syf*KtTLV(y^@n(bSPmoLuf3puAH4+r0)ygDsPXb%eK%9D? zZhZbS)ebH=lhMzDzS&ojAJqlSYx5#VlHFq$O#GCX=p#{0z#TxaKyTuvjXV>_ z1ka~@f|j}XeLQQa^3}yJotdxtA6>q?vKRAY%$QdRw_B{+U(|U2Z80=KFBiHT(#}7; zDDc#GV#youeDho_q>stQ_P7O)OjBm!309fYccL@A1(s5w@1fhYl{xu0srw#C*mBH` z_DD|pnmwf#di(X!2wWx-W-pHIuY4EH(42M7U5P}AJ7Hhb$vmKWmU)0J-7`viSuOL% z1wT0X?X#xzHHj2CM$#CyB+o)D(ycJ(XY9GxP>D;NMachWDtiF{rLzB~b|El-*9MW} z$=6YR;)I|N`;QaDPp4R3L8%r`P#eSCq;C*;kLb4tkiZ?NJ#$7chIh~Xep9|~&4$I@ zrsF~twy~=pTu7lOd7uOffA5hi0qFFb_RnT?j*DKMBt`}8%etOlSiDm@_vm0hN{PK0 zwbP0Q?oeGsrV>Ox5+n9Mdl-j0ncqeEZ3HZ4M4bK}+G=oxJW_5Pk= zKGoqsDR7Cw{4AI6H#AJ_p8~0BqZOVx0&6FM5cCE; z{B%$Ju~eysnj0q9edze+<*P3mh6v@HD%to1Izu-=I&n?`VsMV`QInAus3Y9lpLe%& z_>4B_-3mfiCuq`M-BM4Z7ywQmRvFxrp?-Sgnv3h*cjmPfJ2q{sppObA-m1bnJQ)l~ zlh3wqcw^+{p*8I>YCMQhRlz80rMgcZ^kFH{pX|h!t?!W9%-9hyZfd?vVW|v@A#)aL zIMd1?P85$d;1=r-BkfTdK`fi@KeE-x&GbCnwt+LRnFLLLw#w1@`cyJf8)gfu@dn9+ zmU1h|2SP@+xF(W8PxdGk_J%crd$jD_pjKcHRRpJmEEyl}zl>kQ{VeC4tJ&=S-9-FTVjIrIBktf}(tiBpbPKA^sNDvsXV>twpMORhX zKgo!hxw%I<#TN!rL_Z!xe{PftUlwk+`HH0aDi(z;^)%iLI6dN}68C|2tP#|tf~_oI z!9ocvugQ8j=I_)bm=LJJb~gveJ-v&sGcYBe)sGuu$67({diPtBfMEe0!ypge(m`&^ z*PF)_2gqAKIXKLCgIfC!7jO{dk{@_E6JFz@cu*f zBZRFX2mQ$NN=+5>t-5buqXNzhs-CrNcq2=Y>L*eQkV6FmQFaUreMBzEK~nG4S%`gIia$aS-Ka1-zmS27Lb&5jR|i)TQ3B)`t&K4=2_%$`+VsfCsks_IJZW+UCvE zHTv}{0b!jHpd%`M*GVD1>V&0dL5bIJh%ItY?qZuynJ%VPG0u3u#tUeEiji(e|WjQ^c^2} zlpHdp@A|X(6hJ}V*DRR(vshf3UZlU3EC-FQ_y4uy)`Bcop)k$@Fs>5+CBier5nlFeP>~3|haakec`}fb9B-W+`%7_!< z8sYbY%G5nlPX93Hb9?8<@pEwFo{>?$}$>n!fNyYyHLsCqTaq!GJZpd%8 z^7FcOyxvdm$6w$&q8S;V>w*)~`*VV@KR3_{F@jwliq78ofISR|h-Rzve~HgaRYvj! zRe#(RR*@`sIjUTsa@W8)rU`gd2C)9975@*s)cN{>nuoE^Q^>(?=H1-GP2*jY{W~p) zhh|vMV*gGmB)g}(wju=l@2Cc=Khm^*76{55ip2)&eGk;`s>aL3i|z8YxwF+L4zb7? zS+gA(+}PCqxdWFbo%%)uTbx~0-l7J2D7#ZPmC!oEq-K%TR#|%8S!&MANw$%g#oD3z zWZbceInH8G;-ko)rf8)2<`_-A?h{jh*V#}6`#v})JNSZXTXQ>qJzy`8m75X`1|A&; z#CI{@gTTp){r0@fT-$@1aYT-deZ6brp$$Zv(0U8xmhZt@k^*uNp<=JXWqc~l{P0Y$ zSZ+RF1vwB2bH?;jfci#Yv*#+)wNX~XfVezKvFyZaVM$pI>>>t+_)7X8j?n@NT98zkk*w4N)|cCrp2lii zyT3Qfq>An-_E$-ECZzv`&GL@#sL%#f?-{skj3>xg0;1vicfK$}9b^Y>3Fb=HBtk3X znkf!d-?&2Z{(9b>Hdik*BH9neyNw$o31zg@Q>aTpgs z>>-_(Qbm`y-4xnr&}}ox%!^0G(-;{~^7Vk{T|6vHus$qUZ_?yik+YX@*kOnVo_Wm} zp1uvv$kXQ0+HVlk`(ELyGtlP=mecQ~kDH70dia|C4P5B12DK|XH22H1A+N8t6medk zCRkKx&I}ccmvD)_^y0;M+mdGcxrvt#=qv#*fuAGvUkU2H?u+6SLHiPrgTg1l1fK|> zS;~bB8hla^aW{}iUf1$lMw9;Z?e)124;%8_d$ zf~PZJ!*J4zC%q!5Az+%|u`4lR z*rEVY`X3bZvY`mL8xh)wQ&a@tA}V}3mLlc&Y9DfI!yi(qEtLc|ecRYf82ky)YUIx} z2O5>>gw@-D@4`q-wwSv1;k*zP2d>nqHTT>6N92O6#|-s#DuM%puNUR zraY%`oI0h8o)5U{-e0UP8!7=|(tLxcEEc}yA*UX1$-5ry&bwcFFv!09$MyioV1z03!_s0Q4Ru z8)}De)*kJoxP+Mp8j)%H=SOK!*hw(IweBvI2c zL$Op;fJAR>1P`K=fvs|j8xlZ4B;b_0U28puCp<6$1cMDx2Axp=1MynLaX{pq5ei_T zlg^-}Q&}~Jq5Bi1e8(N~T8&SwX_w`eFRH1n1sDwVb2Yj~5ai~|(Cwmp(^wq9)mo3c zF+8+2)-Qr!{I`4}ghgx}9^7qL7(5yTjCYb-I{3A- z1kH7AOzI{63JSi32Vp>t5FN{IYAzDAPCb{y)FUTj5q5?DmG2s04*m~Z;^iL%b}3cE zM;FeOk6-3f4hc?fhSQe{e(9a#)j6)0xlOw^7Um@xD=Rw-c^J)20}gC~p~13@noBli zD#@#alM4bHD1LpXc97yB|f$~_e}jdXRcQ`)HO@0#zHp^0RZK~HX_(-3F)wY)&ZuOlpw5a>}NXtn?qc9aZrQ@Ysy``z6EQ!uR0a1O zQvi#2-u@e{QgPWr3+xI z*ShuR?f3r(Qi*063N{k{sz-59dlH)3li2L&SoBBBO%ooe)#1lBy_Es`(y^h*f3KU0 zyL8ZQs`H=Sl*301k-5r?UmPqyCsK6SvzRcKaXFW;UrO)y9wx!f-!z*RWtJPp#DG=j zzEUrFM8E?s2%0zK-fndUYFgQwRw1B-1&EV{#0Y6@}uUz#q8s{PodPM@re@St{y1)U@##0V9j7zD9^)~D#m%8=qgDVLI|f< zGM-8a42P8R_xW;8R}WbDfFOkq9*Y)L9RWdumo+g!2H9vqO&3a?&wRs}+{_o>O$q9o zdd*9b5G8HgD5Y&V4(9sNz(+ke8hj|o=U#|V(Bn#Y4bGe1Ytg$x=)4aFNT9e{WpqVqKi2n1!ZURN_z z+u=AwMEhHms+PH_^O+AG(G0WNF&hNJx6a_ebqB$LuxEey*wDbQ<%q^iUq?;<#29Ea zBU+rVHUV)pe@+h<*DoJyj=yaAZ5FxD-$h&AI?M8gWfSxKmlq|c>QDc4SjaRcAeicU z4#Uo7_|qAJH>6?N?CpD}i`7_9;i2_n)eRG5HJ7;ZIeE{D60uM9g#x(}o5M|wlj5sZ5MnX=by@#O7&()Mc0@rKGF)a8R21h%h$c7c4B^A^RZP(BLh#g2~8mbCfMhsG-X0 zs8aPek_iosyR(ELkZIEy7p=fVtpd)VlI7uOHE`?epfOu5{>aR~(nrMUVr*@&J=F+p z&j)m}4~?hN6|fPby0Zm@Uy2L(`qtET7Yam~xX|N@Pr2JMDgFOtozlhTaWVOCKPcNA zFG#icugj{2BmW1(sPTVPjsN_wovZt8z#?lU&C8_xJ(VE$%)*fYOPW}FPQ>u-GfYICmQ0`MCyr^&l+5f5 zV&m2EPv_gx%=Rh=#-C@4nodS!pGstbN0*k{iBJ#t(Da%L7v%GtMQ<$CIi+!eXJ%MA zsP&uY?eIsozoMV|ct654cy&Q8$z)7^<)i9iWMIdV>_cH9caju%BY9xH4Ppc3RxwW~ z6}pP)kdq?m(OEo?OuTRNvf~(!e>b}`x4V6x?u+YW-wt!QX865q1+s~S#8nfyj6@nu&$8547)jEKy2(2b(wcFL3xs)hn6TZbzfd~fTIc&&c4U{u>B zl94CSC@;{z{G)HcUCL*yjrT|?)z=w`-Rj4Mii_)}&F(O%_O9}(FW1+SK!y8c8+4sO z-k*IXzlT(P5&SYye{TiLgmAa()u4qC{Yn< zXeenUgCQ-+B1rOc&pVt?EvFx2d3bm_cp7+KEt4iPr%#8@x*oG`?{3$er}z$!==iDa zx+}f_eg4qOsWPS|rucFjwPqB$T1%0a6)Vz*?WXG=Oy15|zU)?AMeIiet3r4PJ?I=8 z>jrFu18_Z#ksT`Wv!?qHUuB*Q=q$@zb2}n=!^!%yAGrDB3aXY-g&)Qd z0FG`0@}6u6!KZVF6Kdt>%|qjoC@`VtvpLSU;Z!>n0c8Nim)*&`{YKOD_Kpgx)vIGR zHPt59>T|8wUUGMO$eMtOi}!-@#=U(ZjV1<=5&J@K;EkMc$sz}1$>IrCvj!)Z+CFx& zs=w|uvr}x$dEL>vxkX)*t20~-1HnV?RYNUm1K-Tli4aR@OcZp_v!rjQ%ds3mCrutS z{lIZ&CdE(87zx_L**N;T@o!dMrX7C9qPS2{ta++@Qyfox82>T2#6^s{-sD% z9~6Q6u3#z=m(!Nr2%MbYLP9!lHy%bBxQ8g4mhrLRivKnNOu+JLu{iM7 zA6WjFDr^E*!=E#I)ntOhA#ftk(qorqX2gkBRZ-QFk}Sgzg2_#`f5W{uh&pL+<~+cG zJs|=Z0#N06+aR@m*%UQi%i#N_Mx!6(C$8iI2e-?6i`&WnMudPfvpwQiPCo&#l7`9~ zRskC0Y&2L)j!X-Dw+=$gr%gS<|$^U zLGI~9Sd6Oi_?kI#)+<22u#r!mLFPi?L`sn`-!*Z87yPMwy?I-szoOCBbgwozv4pp6ndbQ2MKOpheAlNyWamr=J>OBKSbru+s(?2gCPvCCe$(e~n``yO#) z`O4?mb4dODBjb#zB_9iIF3AB?mQ^=fF>=s9vAIp`7s=B{N(7-bx*hqU?G_JBhVfi) z#pT?lf7W9?c4;KG9i^zwx+Zu)fDLylBP#omle>1e@@v5tG|((R?FI_O5}=Zx3lW@2 zK)k2w)O}~(+&zYsmhE>m5J-%6hxO$F&<#u5v)p`2sH7lC)5g7omri-QQp{q%ZjruZ z965M3n5jGXN)F}29;$0;jmT1XDes+=(}C(&0?7pd*Oc@lLe@t58*G&2=h#n z_;wJ@t4_lR+c-H#+1W8Zd!|22&u_AX@z3(PXQf;tE+HPQLU8hf?WuW|% zZ?smMrGpeAj5mDe$M0&j7X?{T!`Xk<9@$0v@B}EWHDlaVE)>tDBm&=&A}YZHq*7HIjF=G2ZA`n|2L~uFzC)UoOsJ7e_*&WRtp56yNnOm8J{NW}qz!J? z!%~r(zdJox#o3g9OV-k(olbLZGJ`Ye<6O*LAMwd(mosaEoB2AZbKRNm?CqKnwk_Ga zfT^r~v7toRy+`qHF~9)1G0iwT0vtdI$A=U%dDQ(H&mpS$AT5Ww^3F^4G=k$sj~%9b zUGXqso5<#F_5qO+T-|uOq~Obu-9`JyUq4CU&mU@&P+%0x(~@AEB}U}eRFbD9#VmBM z0GOq%CJMAt2p9}NRltS8ML4i+f^-Vt3k>LKj<#h`b2^oN+%a@*vt^T1HCQCM60^ZcG6}?V{rQ}a`INUZRbA>8b}n$yPX(Co93Kld-;A~+=Hgld zMP%&SVo-XuU=s>w!`tX@BSK1XI4vT_8EK-W2rpxe55dqV&`;~*zP~8VczK3bNkW#K!{8U0o2iA?iY)c$Mfd-v4CwEQVoC#^jcB(b0I-_ zD5v=PjNtnQRP!|s&_bVxi+$Y+@*$Si23AsgV!TF(U|p@n753m}WC1W*YnF?=F`vty?K3 z;3u3+cz%#meVWU_28QQF_M-sctueN1S|&Z|>23LOBc?v{i#ZLd9BX&BP0>NyBX%+NI@QB0fm$BJKWWWG5l4+TYPyc$+9*XtvMf^^5 zT%dtL>!oX1VNPt|Dt7X2-K&I5Q5Z}%05R}55T~c=$kiuY(K>Jwm0{b{B_>KgVgz6- z4huh6RMefs6L{45MgCY*_C%87bdvwQdkRfE9o6?K_<}8~#@ukNJ_5c`MlEJyB&G z4Sg5ovLa#Bx zltX@F?o!1z5r~;A`M|F_2~)nkOLf%aY)AUnRFrg?ZCL)G~qrr^Y&} zBz|k+`~U%Eux*)Wd_hxeZEpYvV{X%;{MQdK3_lv3a0DHx>e$k|-)e*zkORziPd7q341F|+VhmmOQ_3kB*#yf z2~^&+5nL;@X6!B{W+~oRM8hQBe%i1|U+C?i-nfniR0W$Q-=e4nDC5MtU6=TV-C>t32bk ziSOb9+qJ|~A?1Pp^z(JD9eUsBf(*<2A5ht>W&31r)QY zs>LA?OhGhoDMhF3UuBfy`7i7|~ zlTW?Kc=6n{Y*C*QUOlv$U}<$&S+G=3=}KJCU0=dLV{Gf7!(jzn+XgjVMsPdPfIi~A zcQCoG0=B}a@8}Eh0zc%Bo}(v-EIS(hwldftk$-+1p|bz{Uin~WX~pfdvnlpU#nbYS zpyQV!q_tOz|IZ?3^eJWst)Ah5pS`eq$gS%Q4|XR~#)0JJVA8%Y!az`OufXs;1TW(8 zIald_~Fh z`F8xDqC)Ss$h8loa=wB)SivFth+KUdjWdvBUa)?p4vE78_qE-{Yr=v-L}loz59Ay= zd(;wd^y5Cfxu3m0H}Qjqh5DJU1>>xS7}P0gKQ(kz0#TH`%<%kv%-Eu7!K>F52>TU< z>t{(qUM1TayI2;yXQ$sq7d?$7sOq1NvaIPdS-Hv$mqb2nNy9VeW6zC2jspNWk^9&bJ0$G0%%3L4^0Yrom}Q zsUUjfcvfU=M_f{^^!&$(B)}=#lvra$I?ET6F=a6TE9g@N^C+Wp3#}~I=1qi9XTB)? z#2xTMG+uW2i*Wo zw6;Ae;!_Ms?m-cl**^4pZ>@BHjn3VAfIUL4%F9Lck3NAHiZ7!R^4v<<;@U4|!QN`~ zZR&)bD%uoD$crJ>SKsGi^4&Kr6V&h;PDkfi{suxFj9N>zQ|$5t0nR9*@|_CRj~SK3 z>VH-H1Yqg^7h7)`70J?cjW#mC;O;iK!vKTp;BJGvyKCdl;O;iKJA=EsySuwPx6gT= z_xs+v?#&;yR#$iBs>;lY&e(fL#Q5^vc8ijcHQfQajV;N6*O4BtPB3*?c#2nAjt>c4 z7vHR3RXm=qYIbK6mF&p6UlJJr#0k`Gh3XAk>NK|KuV}&1w&9^%yTUd_5}}v1q9=6m zXIAd4-&mDw=2P0F#4LVoN?T$le{(-J^9|W@8U|7sfZfM6f7v{?HNU?{C8oH;=9627 zrgdJg-WU%wNK+6F^}TBre5(#_=`mugS+CuPi+rwL_jIaj8yHoI(ZU{UFbQ{6y^iJ? zE4Q^%)}dYcF~-{+N2bNuy&5gEvf4Vu)erFf5SFJO)qI6e`juRKBEBw}Qq#bdG-c@a zt*RU%oY|-!?r?>1`bu8o_*FB~9X9uD$%sICq~(Ch{7<04=W`fDYr*GM^y(@YwD)dl z)_%_Qq{6i5=$F3raLZJ&ujr_xY!7i{n-zg&UkJ>CYY>F@bWv~gCG0J9_*%;;2jk@^ zj`{P|7*LWndrx~Kp9lxd7ZBFxM;$wdDT%@rZ`Qj+Acv4u>9nw%CqFnylMWbqJ1}B$ zOGb+*s#428F&L>97-q2u?ZCf5!hQw#{<&t19G6>PdrF3qHMpKJczK=et&&}``Bec| zHrr;6j}QpKHvDEH7xA>N^)3zOw>cjG&DNZRnw*>{AkeB%R1TeCvgJ2^H)cNhUBFi~ zy24G{{M1TW`IjX!>Nn)JN}5yYycF(E$S6Zf>mzT~nJ?hJjSDRs8ylx|^bxA8&d+ya zpL_e`$74U@`{7y*oVco(!g8sSDygJR$rBp~+`)a{5E3=0|0uzA-{Udb5Kgu}=KSlGQO59TnQu z)^GEf;qu-s%uAb&PuM5qt!-_8*wf8@*4BDsh|>$}VWRGpg0P4I2CC07y1xa$R4NMW zvEf_+(8@_o0RUD?j^E;5jwuR^0J{|qaAI?lDuy!Mi3Ob`ULOJ-iVjjUEZZzS-vD5t zq3YL4eMt zHhvCg{@grXahSn6+9sfR(>Y@I;EE`pe@GS8A>D5xQ^G|)z<7RxmU2O}?eMgkt-)jG zp+DH%UCr_(IsBLhzWy^8x%Y8QZlz&S%lY2K#j}|tn)r_DMQbX9CkF~iOo;Vx;v#Q0 z6QALaq94lmU?;~imVNx>tvm+Fk%K>Wh5Yx5$H~6(zVOq9&g@^42a$EQ9NE;yg9loC9VWj3_cc-u-Q)heY@g~LK@~4V@ z8FFJ7w!tGY`+Y#kjqT_brH~i?-^gD%RYf&PI`>@-Ot)%6{w<7LHbl^fOG*7=AOx?B z6Bh>DK72}U#)f}!c?PnZ(5gn@y7h0zZ45qk~)SeJipw-H=`#G!oO| z?q4lfRg6T+?k&IH)CSaf*rSS;S&6!H_1uw})e`ID`p?yVF=068rMW$1ChK67IFj*2 zvt)8{R5+@BJ5)ATU)%r=$~ra0-*5ndvC_9aSHjH9A~yaeq&+vB1#PlX?cVS_0GxRB zt#HQ&H;`86fOzob3!yg_1oVdRqt1 ztqDW&2SDfcB1(lK#vEW)LQ zzb7Y>&hW-hzZ<@u$ou(tk9?$WkEWmrn!#ehGUE8ltXdcQ+6dWgA+g%|X;HI#V?je- z=<8@zXNkU!Sf>Kl=+^Zy&JMQ@(i&~{kWw7H@IhJDa{I7ExZ5GN5Gi_0(6`67F*d#) z*uY~ZmkHSa?7lqMVHSl;oTA9>0}0=17w53JE-{v6jPHH~E>^fn9p9Y+p5u$Wq^w3e=1lG3`-~IHXSl>iBHN}*ZTd0M@Z8{6e z$YACYOSx)Gqe@Q_v(OdpBf>VvPpv0Zihxv69QBiCue_cPE+jViDqp&T1V3DX_67<* z80Qc6FA^Hsm6)dC(2H&PbR%1ONrY?#45}%mO(jnS^Jl}x&-m$YmUWf+Tm!WUf4$L2 z{JpA!KEVVi@`S;Ei77vm&O||_!n1|mI6B%PTYGMZKBsee#o9X#3y>hi9Z1q|_w3Uq zYuU_k!v>G5JPM-FzjgZ`sA;1~l*$y_DDXnfQpyEXXsX&#F0IzyJiE_gvC&6d59tvR zjx!M>H^REm)-le!je_c)z{G6sEyF`l^r{8J#f?1_$JL?P@7m#ipMR1tJov%#H$&Ml z;_|eX(%cz1xJ-g))>S&L$pY~xegOL9B?4dj0eBTedT zM)~?qgjm&Jb|JA;242mhG1ot)tk@Ql_?d7TG1>CraW#_ITwe_x>C~HuSTzK_jVq(e zON#_={jn`By$knUZ)@o3t-b|8W(l~`MSciKwQ-{=OdYwgj~G=d@5Mvb2U;?ms~2pN zx|&k%1ZyA?Y^sY|4bA`n0=j)8N;f;ehUYT!4SJ{AA@{{rev0kV7861;nYWrO;61zt zPT-|MW^IVtKSPH}#^jhh9b$G1W2Kc005BCtEtu6@Yc8M4d!es{ZiJUBi@7~g5$PZ^ z2LPBgPSCxU?vS-I=t{Eh=QaZpVf*0&q`==<2_^!Moa__;L-94=x0uMkA_PaOsA*1s zHM|=|V$#zy_BY;8yspj)qOm7 z{q6^e$^^BjP`ZesJN>!1dBR+b>FJ!SDr zz9<=%E+=(M%^QRT$8_*Id$iQBM_hAr+M)0zg{}f%PGAGLXU|z(niHv%yf_ndP@G-RT z_lgdX1>5WJ0Axfuxf6mvs&v?zSmjkq&gfG&$HO&6oPQM%RpFWbSi*;Zx+R*>?ybvi zb&@Qf(|aX2Ke?i5qM8yj_xg3nZB)+0N4eog>p}pT47qGs_Z&S@Mw_rYib09-7QJ@f zGL`Rlu$o?XI4=9C$Hm2Husg=PlsL)2&Tr3R0SU2f&ivVM;p3_-Q5j`Dt-!lq#Gq;w zwj6SDLe*=FI&6vx0Qm3ChI00edE2Xarx~V?6T}}Eog9@ZyiXr9onumB3Lty6>V{R5 zqIfb=$x_`YIXpWyH`OnLea14|QbAcD1E4&Pn3`1G9;Xq@Eqyu$!ki5`$T~Cz~mbvhK^H6u8cGXsj;>@=951;1KrV*dEr0c+;6+{}f`o zB}$w8_?G88r!1+R(*==kh?m{^otJl9ZkU?l!;6?`#!ZSHg9>dyCkQiOM=$8wpqcklqznD!x#iyIxy??^7Dx3?rpkAhJ0s3!|+@R_o=YAFbdau-9n6fz^vI*xwIo0<{ zg0n+|3yFP{BeeZ-x-Meg9QI^qJYQhZ3&;LX0(4bV(w13b?e`~O`0Fld%!^xtbmmp-tK|Myq_uYNDK z;q!PZ*KR`S59|-J$PEKOu9UfwaZa9VDrZEwH8dtaQQR^oj9)&+7@L_hv(qiHT+U5H zx^heCnp@h(f~DCOp_|XEN(l5TX|>JqG}Y^#qU>8f(pIA8ZN4n8O67Am^nXNO5Cd&! z+a^}dT{g%U(|N2LSDSSn`NlJCB}xs;mK{x#vr&!pXLW7k7Lgh)_jp08*Wn`G(JJix zCPf=Fy6osn&)K2rxzPDRk<|dWpP;v5CDQys&A{bFuWgWF6~U=j25!QKp$1=BK1JxM z$Zk7=^F0@$CoWjmv7%uv2RKt={Q~gn80OI;=6lp&g|H1)!9$89V?+A#AL#*$$A)LE zC<$7Pr{IZGzUWQPJIC!DyJJ0&clnP-Cz9L zYACa>x<2dU*?zBM%7@Q17L?geSRmEEh_AcZ=J8>~a2VST3HUbY9BHcx<3KqQWtT;j z?%eLU6Fn{8nz9pi+AqOMyEKs%DzWzog(s zB)>`ftL1|7L1a3l`Km}{%D)6WNsTUT2Z&e|9m5sdK!b}Hu30IMyyR&T*ozV%it?Pd z(ZtEE%W8ur?5{C`5S~*_0SFX|)9&)-M8v7l^Y7M$@S+UF{>*HMv|u}d9>zS+*fF82 zW(1nAhQ&Aq>64<^s4L_9WiZ^#ppsyLxdy>$gr2F+BRlAH|6ozq0Q%;xyGYbMR*w-X zyNl8N2A@j2-#|g)W>yn~NGT|+9nv6iTKSQl_;bSsvsO!~!?Lm$rYM`1UiCs?Bm)#c z!v#)}m)}t1Z4AAv76O%7fDw*2jT)_ug++^ZuiR?gTk|4Z`4U|?$D0<{)WV3w?3SnI2kl3}^=!lOTsXZnQM?3NEdb zrvTj9^ndq&CmSbI+D7KfoR!^H69RqEeRsAe#RIlfLM85?KlCh5O1{qE?fLlRwa zF{+waf;8M6JLk58r{pIe1j2XDa0&wGZMa;}I>TQPyl-BHjgd|%k52v(x>U-2NBCe# zX)&VVreC$Y3C?ufn~eIBO0r02PJ!P(JX5|kt`@_<+#6@&CF+`W@Wpa~c2>&vroN|X zIu5>VVy1j={P%r{e1B{zqevc3b=K~h*QN?`7p@r_DwI*Ui;4!0V5;VZ85;-qGV`K} zs6&YK@%=swSht25#aAH*ku=PfRG8HeH~m)_G(Z>brg$1k-0&*Ud><8>LTN9Ud_4H* zm#wf6jgG}>q5)tp0<3vzO7aH8yqd9U;tzKl4VV3o7Ql$MRPoPk&#)-V-j;Kg#TEny zf;m0sqq2J3lgmk-N}DHtW?HpL98)cjd$g=+`Z-foR-}!QTS~eh(r|sdP_5eQ~phrgovO#mk7My!Y2;=|aM7Oz<=W133i12p?-MEP@oJVql^cHwm(> zhSbMPX2!StQ<{ala3d$}w12+_En>f4}@i^!IQhIvXv+?z*zJ z4!25$4_r(P2(nS7j~0hGRlm3oU}T6F?d&=#H=)U=pwqOcT+DC?hjIRR%!i*16FW# z&`W1?bT3wOoU@qUyi94lspB3gU+lEo@{wJ`p5m`9R*w7y-9>S=aEr6c;A;itFc@il ziC^CAK=l_M1j0F8bE$w{u1 z*{WK70`faB9&Fw9XqPfawT}M$FBWM_b zf39-$#Cu71YX!C^yS@98Fte}9@ZCtI7WAA*^2;5Qri z7tm#W&L5R7d<)eZ&4sUoz5a4e4Oqo$0)|x%J*)*0MP#gK96d}H&hB5vXUx##V4g_S!OS?&*ZF<2kGfDgnxJ7is(iF1lB0Vx+#1_ z2z?j^fOJ{9OL&nWdf!C?5GgVyk@RkkoZPs&`M)pzjGRkk*dcB>6s{4Q>mx>a%UMG0_m10Wl`)T zlG4Tq4IcYRJD7+4MF+tMW^P#^Oiq?6C5zzP1_lR+z5gA8a2fHIG#0**c?5Q(Lk}yPj zn)K#WnRZ@wZDzICUY8cbI^Wk@IjJJW}B^ zO_%D(8YT(1#DivYvNDA2@`-+cW%(t&Qz`9Qa-(5L^RRQ_i?F+3C!z7)vEgk$8fLrPeX6=q z000had_i69;eN{cLG{iRq4ZazbXFp-Ya`G2Nj8jjXumgrQD`@sIfQFvhg{7UG zr<(I=4um?!y?PifDrP1)2%|wfzBeBl8(i>|8T)|W8DNcA`+Wc#O@YoU z_SA2EF-_}^5<8Z@EhDbX+C1my$xVk%ubK$QyFvfLD5eN;H+s-<%Z!~7-Q!C)R zBNJ?QTP6Kky2X@Oh0us&%%zpcl$sKsRCh1cmOvp@1T=aagqtNk3a2(^kPfG{FeCtS zFGGEXJ^T~po@FQ<4#o^K9l%Ug{oImN%$jJe zo{kw!*U7^GPzagdICX#k8BnxkRgqEH8svCz&;6%PI4Kg~CrBciN%<3n(jj)7yzg<} zs{%1<~7&!yn8PSZmc-mLrbm6kI~tr?9w|Bc@+mX~MKrmTHUDP=&uI7BDzM z_-a8(GXEjZu*VQrO$8-A(vs_375Z8;arXSs{i4hH#=z%eP3Xl*B4{HA4KI#rcje)p zA;h+r^OvX6$)jcARP)rV2Q1y_Kp`0Wx|Opt9m4lt1`Ei)44xRuWX>Q*{;FjpXh;VD zbOjLss6ZuQ-ynOuF_=Nv+5@&a-9{D0Jhl?;$Cg)`x~P_8&W!V?j(-QJ)QPHn)7{OK z!|CXB97V6FWlh8xEUX9*Tf^Hj#@@XOXK^X9xijpuWN**iX;`V94Cmv1TF7{fck~1D z0A?a0of(5eQ*F17(y^`(5$=l;pZw?#VV(tC;j0~@b(cm-4hYuVq-InXDulTeV?Trk z8NgW?0vjt9giP_YQh6b&2kYOY{l_1^g4PH)w8071?{tP#P)>imPOlR|JGJVYooYY( z)W}LL)}Do!Lx<8=3x{{XJZ}?>XQo8fWInoFQO9kh%3LFAMyg#CxvW8>l%cfvoK|VX zi%HB|^iNYlz!D}D;S%P-;~g31t6gI>1hf?#1mGVi`=IN*&9Z27%WJ1@(I|dVMplQN z^Eq7N7Hh!vCZ0cAdh>5}g78mo3x=x1lf%XJzqZW%ryQ*4-hd*egp--6F$aeq^rbO3%W ziqGG53Fg%`BvF(ni=WmrK9eAPo0NaA3O~Qqx~ArD?ls!K1$@TZx*Z22FzP(H&Oq6R zcX6&=)goM*a!E0ilG1qi%J9W^aW!%wFu?l?f`IJL<9~7N_vD_3AuX{cMu0K4M0Vrh z;o)j3+I1L0rzrOJ2b^ld;mVgU_8gK-FZ!kC*fhn$C@6g~8Oj6_=$z4E0>**tuL5u6($Q1@%npaIKlcaKi7aK&adD zjvpi(aVE&-VF(4e-6-Tusj6DGwL{GRBLwDz7gQkU+0Mad$;L8Jzbgs8aRaN{XfEcl zef<`MVyt%e9xSPpk6fPKKfcRXqiRxTSMcHJr5f_>8vVh@KK@JWJg?c&u6l z|KM8^|M*+i7dKuLIk}#am32_GhmQ97gUDlD?WsZpaZYZ2V3!Sqq1~wNqoZ_YihW{M zbPPW>^u7g6M=w@1HbN07DQ2muh&iSFMXEdQRlFjuihq+uBplFTN$Q}dkESgV+;N|F zS332sGk*FH1VefTxpmQc*>ND$4;TK7G-k_ZQrC3NSBng$f3e1Si)C`FpZ=WyAtCa= zn9an17nz|NrFiU90Zb=m)J*t)&>GPuF}u$(rs|$O!?N@E@BhVjNYCUWl2W4o2ku!V z5~}#W0FS5|mZ;(X0%@RaS#cj(5lGh#x5}J4dIav*sU7CixiPrIP#p?sMr+GyD*o1N z7@E$G8M9|V4{!=G1Jja&15x3q+skUpi}96EWs(jO4J9{v!AUjqo6!_Og;+}4hQf2p zOC|9RQ;|KpVoSBZ&4v+a4$2W##M0J{G5uW-+z)p?a_Z<4XtDwwa@5Z!HJl%rlT>*O z>P<8BL)ft^EBX~lBkbh#Sc5@Nbqe0hJSnyNTLK4ClDW2U%wgBhDm8h)52l9+9s+UV z7ts8xyf~P^gbRD}{e(M!;gZ(_F^<}yY$t})E%UGAsDJ)4E}rF&_?YIlOa#7m$3X}n zHg!5yKva>IIsh3N3?=7v6QpCl2%=*Qm^D6J8z<1U06}4R7ulO}<)O{dlZlj0vXa&v z6*xZLyr!+2i`)Mz9suC;A+7Qkh8$?dp^B(ZUG2xq*csR9!-5yNJp~^qEN{a z6ZiE=lQ^!pIJJ{jfFwrDFhaxKr*viFkYP?D%(CFclC-(M!D6W4D0fuIxJ@DLaL5t# zL6Kej|AU*5C0Pk93u;L5e=ow~VSOGn*@dft6=^Ncfae57MX(9heb-~W`*JBO<$EQg z@MJ7704XM{=g*?{ao8TXA2s2eq(WzNmsNi3oTQxfpKt^KfLTNX=klxZFYfcOhN-)x zxW_at7wFwjC#%j!eUMJ?1)29YGL_tr9Ey#o9q2V!VrxrgN;$nq3UZY{bDlk7BJTbF zKLA{HNXvav|LIg`(fo^uFq^F@5Q9A~Fm`+un3(9MQ; zcdWM)zV8yyHarWvD=Ni&<$h6hu#&xK1=|aKc_$Y%jNWV_!LofMlVtM6cEDg*8w9Ed z5jT^_z>(t4BscFzngo!>&^uZilTAM~FO70>o`R*ErOpVTxTKLpZS@$u5KQn5cKJtb zS$v_&7q%?F1v7>FIuM2e|1O-_PR{Kn5xf@9}0kcg3U|!C~n3n<}=C9B#KTV(KOMxoBs{V~D zBgE(ter52XzexccmV$KLoFG;lqK~8Nqx?EjlvWgkq|i#!qBO{<;}`!uIwRxD-fsoI zU&lEkl@#_g#W*G?&_NZ|wr|iUZh>fbVF1ACqw#Fg1A27s&vWBM(jbnRUwg;VwN2s9 z&{%TrG(5KNWql$mDOr5u?aYYT*jNX3Bc+>J+>`Es+~dwmO}`@kh-u<;Ni*+IuAqIL zSzGJ3PY?Zg1AMndo(-d_v9sQa&0Zm}8;w*?Rt43HL*n7gs8=&9U4m8A=VVcgWj7xo z9ZejizFl(u0T<(H&N|;W9FkQy_eP5Zi-a3{YRdDYw58V$P zPIE8;pjTB{O!*pU@1-$v_FRV-y~#1>a?ozS=(3QfGbRJ*(y z<}UOoK%COT801g%j8BBLN5Kc_F9;MpAt?aymv}WTUxp zuOzotMg^jqMbzj}R}Vl){;hYoRbzQgRDYmc;3xyb48t;6?o2;gqG}3)u&b$(?aVeD zi9@3075p%x+lcGk(7&Q7Bmf9JjFi7oj@!men+gGDpnu&F`=|Ssm+088hswUIg~H`a zL;(F#pQECpl&?1JP1X7=Pt|$fg!jIxe_pg^V?*QX4=KM_M*ox;i-1@zqHFfkFl1k$ zG2PB1k=g%wD$P_y047GEQuloC{@Cts40SwcIyO!5q*#8THQU;1Z9mZkKITQjF18#r z6tjGpw4+|rQgiF{P)f(ko5()$RQDaQ6i~jp>C6(Le32%G^JproUATlPilRKIQm31} zewB-Ga^qneXP+H$US^0#@_AEy)7U?zYRYBI3nH%GZFrUZ;BVp`*?ONYpV^Ym4JZ-F z0yp6TKHEAoiR$8Wvj3Fjl|5xNJy%iyAU|=WwV4w$ldL&_y=fiw`Q?ijcxrELL$af6 zZLB}lB2o?_(`1;|e!A#tc#2dVf_KnvwJNOPq&z6EJb)piJkg{t0`xY_^x$gg;U9Dl z6&h9{_P$n!?CpE`f}oLzTS!oD4s^g3m4uUWqWQM(C~+8g)H~zDpUSih=wbaYcWCXv zmdMFayvyI2^Zj4AKGhSmlB{`v5LZFyLVvD(9n67&Z;3bnE6;9GZ*FM7{SSUG5gR$$ zZ45BvqeBe~#k(C7r-J*$!%edUkMV@b(w^C$;@y{*wT%|n*uW_}9nd^Afcoh`t04Z~uOnw0;R@{m_CpSsi)MGmRu?0=X=mIg=yQ zjmhb+b8CGvXuF+6*=;rs7fOycRUUuBHDu=@*48KwDQvQ^I}JTg#FX~yM#)`O3;tIq zqWiw9-Mvx)()^s(>SA(Y|7z+{g0|-X-%zS*+EY7%6U@CD$i0qCw`9Xp$b4Q6IDf;sxpNia)IKh&J4*nL0stxU3NvPre^Eu0RT%J~ zg&A-F>UB-NQC6u9bv+zKw|TW16PeCvuFT$F*a-;isd3yaBd&c7)cr}i_~ycN;k-=` zxw4JUBu$WJ(NO_U2#|zJ_?P({SxY=ZA%98k?8%XbTqSFT>A?@)!GXVr7-o2IQ8!t4Pr!GV;yIs)W=y}hk^kFdnwBf%7b+gNNwd@ zD<>TeRL!=Y>zZE)=q5O8R)nf)b+7AZ*1kNU!r)$7`a)Pt*T(1)HmSnXojQ&St_+ zHJ?{6&%=|^Zzz_Z3%T4vOZ z;}P&B%Hw07?1gBi>1O-e^YJZ3eO=X9;;OoOCPDz@gia#XahpydDTPqKuXOCbaf!3? zfx147yj|1=q1iVf$8eT`quOG+>QkVqn3g1ztflHCFTGzQ*>B02#03pJF)DOgKirNb zA#SCfXdJt#&x95+l8@9ypVftslPk2D0~nZx@1k#Mv-%9J`VMak*Vno-#+TFifIso0 z|AnDM`U$K7Z%T5QU*WqKhhhJ~kZy<3El!{TfTm%rvwbl`5X=L}z82qSx{wdY@>Tg2 zKBL=jqgu<0FFy~t_v=@)YOAGUbK&Ux$)OC<<&TN61)RQo5r$tPMwONpmYITt3;TvC z&=m(M;x7=xAfhEe4eReadLkz{QY+Vfen;KOf8pi64q`t$AEHe!Gg4VtHXS-lS0oWPn_gN(s z_5w7FP_1~i8FDj2bjoNZVMLO**Ljk zk%mI?tfe=;vwhNq`g^3GuANuw7pfE=^%Z-ox4RlwwdsOSty;GKOrD@m>{!vpQ{$=% zR1eN>q`I!D*^pS2tpF~10NQBVV>Ly4ScEQdqnXn>C(_GA@J&MXd*PwR9n+V=)GtSL z*oM0FlIZG-Y}_~Ic*hI_@Zn8pXK@^5ALZ)25*u9s5WXnp>GkQ<04Rs`)vdL2J?*Ts z+?!72`^(cCO>#oW6nOC2mB!eM%$8U8)L7wo`oRPHgx17bmh*Rmn@hYW*JFu|Pu2JG zX@uDK(f3%q;2X4_0dh|D?FYznM^UxRHTGv6tvGqQh?!fU2PC8sq6@FbJeky~`YcLwdrc=(>Y0&6z-#QbSsGv5-V zm~sZ!r20xC3R+x2Nh*1luc8~OJ5uKFKn>xzaM;EwFzg$}ak{M0C`dj%hV@+Y;~4|X5J+gZia{Es3CffqlSIJ!^=-zKN?npA4M%hn0u z!0skJQJhuvuO%#^KLQ}4Ibb}S_R?zPbVB1$YnNb{e*GDi@~(Rk3?i`H>WFy}4x6Y3_KQ1(4tEHUe&W-$uo zTUc#L<4|zDdga=&t*fEeX}I2fpZEBiUf*-TCVF1D$7yqXs;tVSM*YD%LNzYKz%%Kk z&aIR4#^`ni*Hhv?6ZfwA&4YmWoR!ncyqCTUAfwfiAahyiu*{gsVe=z`oMKIp7)GyJ zQytf&nxs>J@)haY^-iwFW+$p%p|zyl0jS~QxKsg;XM%Y1!WqlAln_-iyv=Gl^fF{` z-Q*nQZQ)gkp@shY2MI50q--Q>!A^NcEm^yCdKx1CCXE*M0^-=bH?0<*` z^T8$1O>-6XpOjx-@v%*{7dq*e)Y)14%^_6Hin@6te6Xt0CeW)}pa5tq+zY@1K$Vm# zO>9T*n6dWb1T+^6pB2(@(Hn zLr_VSSns82&L0@r8dAoB0Pd+?*}Tw5`Z@E^d8oROI4Js;ib{2e9N>n`QNt~O1$fSU zKKhZjJUH#a(+$9&{M6!Z;wk3Q^@~;j{Bij42Or=_`*&GoQ~JY8=o69hAh)7k54qE2 z=6%+}Hqk+`mG*BqO{Ojlr7<#KJF!d$J^>(bjQ~K>0XnQ ze)}q$xE)t>@ipqQU>o!ifQoTdtjI)W&AVJWSuQ^68IUAON$3|=99b0;Q?$orvws91nT=n7i~sI~AFH(AKMR}W^tV6|fJ4?P*>NUY zdie`7O%-+{@%ae#+=B_~nbdLQd?9>vam^L07Zg%uUcKWn1O^_x&xAQY+J^^z4HX_Z zH`ICwRMb$UhiWuUkd5Qm33H|_YwPKhF#okp9hHRV?E3T3vvN+iseVemFmA+@L?GMD zRw+D2y_muukpWDUd|Ody&5UIXXyBv50vlFLOb(fUD1952yc!4idW4rHpPW6ly(s@d zd}3m(Nt8<(RD7R47u$6mC}2!pl3&Dv#DdyD;%%3v93-QKrs1;o3GTaVkQ&-V1Igi%rR&#-Qu~ax{u$c zfsA*-CzT-Si(Y=RIdUO_k{@za1oc@IsthWWzizr8R`luk9ydiC9Akv;7l|5ZSOjU?ozJ>lb=&5y6;E0Y4NB8e|mc2 zXJQ{?tc+9+DCM0J-96yqJKUd1eL0XjukAP9)7?JZ=i>Sy86~UtjS#H>PVzkZFZDOT zb&dV$ZAC}GYo7&PBbrMADNW%$qxB~ZlCvO=cW4ae8hcJahDB7t7^zRrQCzV^qsE?9=a8m zAemF|>stD{O#84N?=m({&Z$>Yn}fuqLc16A<2})uZ2`HE6+MK|TV)D=Z~rG6@$oZa zNTH_Q=)ze)gla7c6a>Em=P_AWu5euv1o#NrB-pIs$)`57*yLAUD<@Ge@fWbsT;WMK z2djug;3BYabFXT&I~G4}2%1cH6#;cY%AYHg8S_bVYpIx@@ibUajGaO%;|DfOgB6x| zCYUAD;h?O$u!TE&m9ycj`GouR&J9hxc$8$hX*-cyI^899H~~E|D8t;`03%kk?a>`< z$nu1II#pIox*BO8E(-A!<7_WGBITv*8WE$#mLsX9NU$%CLK2wf;0~Z72u@ zRHQdKeQ?>@g&*|&EXQ2NV{WgzAXE{R_n--r;AxgGI~*@-Tqrc^K?>Op=^aiDz971( zx+)_ok!7@wgS=NcO?8C=t=yrhYeg^$XG%;!96T8bwYeB9@-wRZ0$n{0mPUeMr1 zc8jV%3X?`zbw=>^J^`Quj#>29z0%0m1e#!S;Zw0-Y`%HZ-Yo9Bq{81+W{RzX$_W1$ z2=*LpxXujTkbLZDPv&QT6##_(VP1WmA5cqmjP5<514{K|nOd+bKmT(5<01If#g^A3 zXN^|1kdi?_e|<*+Y<3=@t}lYS(8bVYiJ6q@V^p?*jrEt6ovSRJIJ#40R#&O+P?y`&tqpbV0Jqdyb zy1d_KJB=E)Y83;P?9%z-mpsmifkBSZh87gO)vp!?Ug?BcH-~PA#kHVCTa0O6KVkEO z!J?RV!H^}(qYf_E&G?a5;Ig=m-DqNcqR%3_St^T?QFqis_T-pT|78xkkeeVz_oU1=QeH{OFW&&Yx_s% zPM!v1iw^Dcpc0D;oMnog<$MmizkO0Cp;B}z zjm;6#@DgK0htKqr1FEUCe~mm&oPH`Jbr4jeBoQW<*iO7%zGj~5Uu0G~R-t_unl-Q) zM2aIx*L9AJ942y??P!`d&b%u=VzP5HjUt}8OG{EeiB^A6QEpvqzFyruN)X>*q{M8Z zrxFA>Y91L-mAA&bdatK2D*pj`&$_E@Fg~-aSsBleDk`xg%Ka)F@3W<7s6S|10?ozs z2sY-&yprtH%23;`)d5UzPwRAebZC4Y>ZvAM&)TQs=waeufcgi%D+o{Ux-l{ahpN$- zlRdp4Sw&U*^;xp=rpWT9W~P0*cFN(($)ty{@EW!8K)E_i9g9HsiBOfPb6a_XsdPBL zL=vzPVtF3j7*C3(*|3A6@NVX;AQo&Zy%9wA^izSW$|y)?BbH2z{EfZshB5IjvV_l~ zXOx5A***FU;gc_d4_kfnX4COA{o|?Y>8%8BLUiaiJm(|VvR|sY!4feX1A^qILhgZD z(4~|6#yr}GHnulaAoK^c4quVh%Rox9LUDT|rZRA5>Zfd4FNhCe*B8unjz*S z8GaZ)Lk)+#QNYncZDO~{nN4kM`)5pH0h)i0w@W;w!*u14px7ubg}+H9gS@B%O!WUW zx-Pi4FSY*vY5Y=QFnNFeZF;kHK^+wu^78W4Ut@}W^7tmPWZy5JHLY?4y0cM(4%(2> zPnlr<)7W_X=_CaIZQX@MzyI%Pkw67d2mkbO4D=(7*c&ohuR8_pzu|QM=@`_miiBJl zCESHII`jG7NgZIlY>(rk=`OUI>17*S+1&S!60oVoJ_X;`Cwrv>UxYb)cuPOnihtL|PFGoFJ@B#24m*SzqYop->?Lis7cLsDB&=<@>_ zKCZ{$_?i%kJ+B|lsqL8 zi#S){BOG{s@#Sy64|sN7lcU%ib1c)U(V2jmEj+<}77W0J%*EAt?{=#G5HkQRQKx?Wx6c(;Mqo1Qkq(5BtfGk)do`hKI!p<-^NyHP>}j(TlbTPAGI< za+16NO@xR4^xkzv&^sNHJG?Bj%-Xqxuf@wzZSv>&`C#vol(F!O37(<*!E0gUh7P3| z`NuwAS@in6KR?Uim9)DVY{0c%IDda;HrFy=Y6beW$bar8H-$M^KMA}2HlJ~h`l@J< zuou5#vYzHsC)RZ2%(wh~mdAlUXr)2ZJkUr=AxZx?0$}1<~Jh}few4X@WPSCesz)WlD$g@|6 zhk@o(!~P=6_^pz7Cu z7Oa0HKRo#?-&ze@Cd+R`LV%3fhtD&h&sLx9%QWB<0~^)-ot8K3)me- z#obJfw09LmW6UyV4V)KT-H7mx5Wgib(8+ktCJFM8fcA!Z+dhj#9gZBlWC#qfm>;5b z|GyZGk0i35yNsvSnfB?mDOO`)U@zTwtCa3PKpPfr;#2MAQ79bju{aTL_LhHNvaSA! z1Q^mM6=EN*Yq!Ec@#uaqsEJIpUWg01wLNQzkCCjUVWV#6=^WkHW>ZB7o@1-kus#wfa!v<{WbgUYX;(1_%5< zbbV!1TwAwg;SfB*36S6#+}#R?5Zv9}U4jO8r_cbw-Q69674Git)^)%8-s>KtyVuW> zv-jD$WUe*I^OVRQbDYogvU_Xj`z#G$c&iVRa_*F|65MMZ7JU9|^{YDv2}?%Hwglp! z3~PM?8*X7jA@36p&dPe~FE#&t;^60l^y!TkO{ffWtC5tOBdtw#`X()k=>5w-YM99M z>+}nDbM46CH#xZJSEc$=S{?0xtoF!edpp-|hz-a4KF51>f|};kC|WMZZm#t2p=dUd zm~wTqF>B3f^0UAzkPeIpU>efP=IofZ_uVtLo2Y58olcP{>jt=|cuj>V9=9d0$A`*}$icK(C{XpPLPw-X)08VhcGxnFrN6!b7T2+`kMJ?J0o z8&(XvWgs*-dvD&o9(gG~OP+mUygsR{IntQB{2E1r5uYU0;@4Phi9WZMj|%e`yW_XP z^v9q`hV}Ns)EN)VR+zA$Lg1Kn>w4=oBwqnBKKsQ1qst6z17}`%;){rHkNVd z68+DL5$-NDQ~aNc@dG%*5aoX^R3$MyxPK)hi?oOOUspe z`{?cE({cK?A23H5&KOBjXX zw6lf0IJ@A^W}~$@&uMnfFhU$9B?2-A;#)Cb2F9)+H&G!~N%33lmbHkruxc5(7*S6a zoE&c!f}()bx4hjXrMuQBtiR6{jy!k=*E3?rl~0llW_ahui4Bas%<|Qu+OIS|mO;6f^*~R30&N`Uj^rQjy6yLW*2Ia-1X$1C8y0+%MiR0HG26fO z$`7=T7Sv0oDGu&H*lzDXuWy$*0>nrn% zTCqL?r-m^JO$&YA`SC)Jkc+_6J1S96b@vqb&qHp*RT13;`o87QGj(TzQtJYNG#oXUS$@KgM{9f| zLv+k&{$IWA%tKqR<{0O0NoI@X3f}3fc}CX~>jjs<%ST6o$_BVvr3`Gb8#?>VoXuK$ zx_%YL|37sOd1<HS%75;@sBk~ap-4uT8NJLIN>3W z9O-fU<$oqgIo$EFr(wj&3QtNRkxqN;>ZE!~k|6%%oQOm}`zeA$@lX7irO~CS4Vv_7 zM8HU=3c#u}<__lcF3sS4xc&^QSKEzz`Dr=1zUynjjufV{*aeZLz+W`MkGGjWU@&~Y z!2b2pW_;&I*w8seeRt;)VC~lFW_wK6-dFqX=x23Pm#nUFDc#dPK=MQfT9PE4-m{<+dn9vFG>qemUCx2e9II{=oy4ErE%hJ3n>z=_(noDBYqAW|=yC=d@0IJ1jDF#~f-W^a zELs{|s@duDdkPq@V(FaGyC7wNn>dDpW!&Nt227;9U9#<-Dh$wHO4%JZ-;8T{?(XIT z0%h60fm`Z$NEAH}2i5o6fgH`f#ABeSTx7S#jIDW7&GdGn&a@PSl@grE9WQG;;JC(65;|YVRKy?-~6mW0YFm~d|Z()QRe-DsAs1aZE8tlp9H(WLL7dD7VZ zuyy}ODCtI#ZPm<<@|86fR;e|D((;ijZ*)0@i=#hUcNm;kHy(Lj#vKZ#{K!zZjugIR z4Ehr>7LIpH)(Hc5I2R#^)a!D@Uy3CzlwmIS0v0b0+1T#D!lQqsg#@S+Yf8=KXNu zaf{Sq4e=ZN5SARRb^rb8y1`>m8_du3V$R=6k9N1QU2e{B`WvlYQ|@{>E)F@}5iVOi zM{z9@r8y5wS4#1Nfn9AJD#H{^Twq#n+Yp36d>pi_{jqz%ro8A*?k*YWI9UL<6Q(@< z0%bT33FU%jJ!wq!6e~qALw7hk+&Nn|$-Q~-@G!2UN{ZEr5=ZDNI!I{oU6LzriHtX# zfH0!E@l?KaU;31~2%2s#Gb`&b;EdXgH(*6Ibswmym&P)ftD6hvueIIzEy+rJ@@1#l z;%???$PN_4>Z9O~?tP8OtB35T*x|rPg?iJDq#BvvP?#!y!+}uL~mZqsNw%DY>w2|&*Ic6vg|%Gc5)7PRJFwWBjYX+@Io`8 zhV;DG#!#k|4BCfl_#Pw-v8D06?d>n-1A80M&7O@vNkQM9&(?C9boUG2=BvE3=yfU| zgLF3#d%-6M=)f76>5UBGT_tRsnt^%3OWtkUD@Y(zHUc)}oIv+}rNz0EMz02h9-x^^ zoi|Ym|Bn?Od|SR`@l`85d7hyBr$pgC`zx?hY`=0sYro;fRr5up3osHMPVX@m2P;H( z@u5gy6d^6KO&c4UQidLYmmsszBrEWx-R$>vm}U&Mhc&79l&W%O&E)4$5A03HKPzL2 zbfW2PWH|@t>1pzuvzJn^JHHh zz@T7ArsOG&+f1+1#ad`%I~$Tk%1_#&|Lsd)jJAElSG` zpJ964dctzG03Bg#nRt2pLdUvD_N(m6`l|AIpn%TNv~4mYr;?|T{zJv)=F=bk6=m9$ zIN6pwO`_w|H1&Ljsv_OLEooGvXv*<1C#XCJs$;L&oN zPTtNER)2(O%f5_*1V>z!?`Ge)E*`~Bvv!vcA0DWeIg2VE*wsA0u`Sad(M6t)8$YV=`nl|cBi*ms7!?t)-@U`nqZCfs4d7iKt?q?Y&eF>Ml&F{tCs12G z!uA;|gHT-A^_SrAC>`x)EHz`?#|y@L3ER(#MaB=606oagDq&PU9WxiD zo=INiz#YR)8ZOS7K=nZS{IbLQANlBm*9d~PERw=hX{V4I5 z_O()yG)NJdm1T0Oow35uf-B+Sw=O^xmB+i@ZLOjf$%x6uowiIqXA}gvvUdM+$)n() z&^KZtu%x_cUCPeumgzrUO`3!!$UZ1j&)2Nl0)YVeew86c+^;$N=wF#{)fu@UKX6td zqeq|AK|p@XHkaobhj$(%#jii*!56u%#x%?{U+Qnt1$M;*%jw3@u@X`7OgbkXA$|#6 z?4SYb@Ycvq=3A|zcosLXN4%rRtRwaj#1W?tkVJ<;WxM8@9bnHq&B3FT*=g_1VoKCh zf=BDPmd(7qiJ^8JLl4g|VjG&F?)N0wDU~pw%v@jMq*;?{w@D$+#NYYcjjez$vBb&K zKH6nTeEz5A@D@=GKEU8^(F2c!$S0z@uE^K&aJHO$l|7a_H!(3=U^&CZn(iHzNu)Dc(-yxJ^On7T}@>%>Vxa5to zXM^pP9x@PNZ`#h7y>VJ_4j*eWq{iLXY95!7y6FI6zHjlb9}U6KmMJS|6^FHFLq-Yk zWAIQygnx9BbaM}{1xQl=U}{M)B^PM$W<%COhxN~F1*GA)%0Y%;7L=ez+sj= zjR6z}fKmC+rk>HxY3rW!lipsp zDjx$jG!m9f%1*WUBub#16Vb$Hv;=cAjlT70 z>{h|cpesNa%9rGdchmKD+}ILC@-EX-qE7_}5?*UP`R5MXrnAeBsUm_0gK%USy9|P* z$V`YyeIy0g;uo;old4;3&R;%yWsRxJ4C?CV{FhT->=+STM@Y#^Z;mWb(bqSE9jC{5 z!vgm187fRa`?}u)_royW^dMvo9+YZwXUlm}VPA9Ysb3)F}Y* zawJvc_?#|HT(soDME780iWF!i_mW7}Gm^jQwVg0&G&X!5gupBBz^JG1L zmk%#LR4XMNcqI9)gw}ls&$GWyFgRoGjuGSI4$Ejb3 z>}NbIkrn1C7L30^x>)3jmqq4tc`8dsM2-)XiKw9Y09Ha~qf zSt+QAKCtEsdzhvfe(uLfOAN(oKQm*Bt^(pN~m?JedhN?RE zC|GrIwoLpC>I&fRIUMbHo&WU_dgC8()2HGsX2q7A**A4U(9|pQ<5eTv0!YR0jJz_E zEFvDGX8y2_z<&{(PEz;CTIQ+gGJ$)v_;=ZY$*KhYFB8fsT>7W^+6K}TseLpxqO4n6 z#vU`}J21pt;%sekvilFZ3Zn!Y-e{85^1DK%7!brWi3cL<>`B0!L-SCuXy8pY9?p$6 zZHS#<>Fn1}Cg@16?yHMB#1c`Muw8wDsyN?2V;8=iuPHq}zB-}veL|nw$QONqvL(Sd z8u*xPv1*2}_$M#iU$8jb=@y51;%8qv3wX38jCIgVKG=+=&W?pWPK`Ka7l#(UtQsj+ z$^JT(fsm_l$Xn1vmHK5YtwJrv@r^>wkLS>Q6?R#(-EVJ|`W7RXM=h!a>Nqjml}UeT z7Ell;YF@-=)Bm38DF0Y4H*qTODP-v*!(0$rVEn6sD8u{2d?GAPH+Rs6#KrI@^`o`G zAtPdUR(d~)r9`VjqAcpsp%ZoOIMH^bXhrfWhkVkXHQhkb3LJQUur$-K?258&|)4sZJdyY9giP;k=v={Po9%^9!WwP2a_E}bP8S{eEwak1r z_O|9xGQ#CeH74S1vvfcBnLE+>(B!_!S8FH~2#XFr{zgpWSF!TG_ja{E!X|bpbvcAe z7NG~K8n&$0h1?ubR#TbgRbNe?qD+z@7@lnIDkd#_ysF&bATIvOW9c4n?LNEIn)~!G z-prd{vo~^{1?SAS?TKZi6Z%=>bo^J(WVsiwwEJ z8osYNAca3tP>3y3VV8<25Ll%-52mGaBa78yO&hHEP9lx*)Q}8KFCXvalxY>h@wU!Z z+oHt#_${T*wcsOGDQ!(p9PgdfJ8)0&q|dcnX5tg6q(PO9e*zh^rWb^vVm8!-P+m>D z`U`g?TbG?;bO$KJbIsu+uBxof+#Gf3a^ZN&9s>YCEiY@dNl!t0q^bl$L#q1H{DFiY zLO-^Cyi`Sf-j6NHZy6 zy4*g!G3WLwmgu-aO9O^ghZ7#ptk(G%E7yNV(8JI}PohHx?T`xBcnE(Zp_QNTdhL@S zbKiORBWvcnsqCj;eKD}K;0~b7zynjQOr-rV5yn|N8vO|v9-i$st!7~g`iJtfkj;zZ zNkrUPFVearuxlC3NANWf!>G8^W^3 zD-fCMHv3oqnDQH_bAoUskGmS9RQxVP_Pne$GzoJyE8Os-!nfHYd=GJ{Dm5!2#V0}m zkL#LYmHdKwjA;a}@AaTGIIV`LbG93B$hn@O)#F1(TDbGtpaQ$=CNIM=AxY8& zeDrOaFl9oK>}{;g&7>%SU7#> zI3bDr?Z;rvea+A}~tmCf2a`C@B^E&m_&1go)%0Z%^US&t4JPK#{HdI>3 z$fB(8rlFVy@N33W{c9EXR*o0gCd&qdxxGRzr2)ItS{(8k<1D>s6_?$&+Bk{%S3e0paafhYt~~aNNW7{?qA&B@bCpfxiN<@^ z8@Z{S710_+2*$QE#Gwx_Nmx#OC(sn>{G77U^xL%lyGF8Yy0{I4X{!+e_Tib~CU=?E z4I<|lZ}0-hwDxSU-B|2bC&nWY8PPM*ylXY^7klQMh81`1{j6EF?EtK3JYm$?aq+l| z>7IA)r;d#nhg;J*->`}o*Kik!nAo$jiz*JAeP*uXgo#8Y0S4dx>dL$n3qI!L`=k)k z=}uFrvTESpjwO2L?NIdv3V3+sY_^}=6>2?O7{Nuu^0FIC%359`BU#%MkmB>ZI^w6l zO%j&aHKKSm$a>eY)l*VNBfCqo)2Qb>!p7N#)0lx0PVtT8Cmw~aN=XVy45EqYZ6ooG z6jxt0UiFz+ti@Dj$u$IaDSYJ*C;JxILQlAaZ4=y#Z~Xsw|E6Tcj;2-x{guMDc*P0? zc96PNy8RYPOuuYc;6wK-$c?M~{u#Ot@8@U5+gi`W&T+@#0E4G}gol-2|W^50rfl(r$&>ZDqu+(1p-dd8iUFwKBYLv92x=U$c z!qBUYmhXHME_+(Bm{ij)-yb&Ylt9rk#}dM9_oifEn)HQPjZ`6WudKB{leJqm9q$)& zLb4K%%4uFrI~DP!VH8&9CKs~}k4AhNAEy+rRSPWw6owV7U%>LG+Tqay*-jA4G}lyu zCJ&0VL>N1mpkSGS^~~*;a6yU6ByahiV50ut^I_g{4o3F7sOC%^pxo;RR^9OP_;F=c z6%E@OF1sKcDic@6UEN)S6Kpd>A-rE|1CU}S=hBS{Je2Ewj7}9UwT$Cyv0*AKIvJc= zlx|aPO%NPR_Y?(R^;>B)YNnRXJ*Ap9-GyiiD>~I90a5xsA zKF8VWCQchST+Kv+zaaqPi6y$QB>dO~SLCc3gL|0G(Q6S^H?@LHOG3z{aMvdG(ZUBer`d6#1P z<0gNJ;+WJ`70p6t>&DRd>G_nqrq_v0N>Ea&EJ1xx+U0GCZ7V5kO{VsIWUoq^H35>= zyEA2la`$%)U1!8yO>x;%TahZ{VQ|i!uim6z4tkzvLaxFq0T)FQGIF_;vW~KUS#x7o zmRC=5=(%aX%AGOje&3QUH5J7-h-!!m;mCyhR*XGxR-|8Dbz{~O*LX#JI7`L(@k{(R zLA?=AVS>ge(>+oMmHW$t7-RKzQrHNsoN|8d_^0@HRq{bf*U~WY8gGO%8A47KQ(+Y8 z;sK4QxXSqio!Uo!<3V7&q*e<<6(^DdeNe zE93C*Lb{BE=XZC^if>1sQ-=BS!w654jneo|V z!zi7)0lBw#zsZE#^TBq?&PAD9#~jc9KNPQe!IBEZ$JWZ(;#e;hvNP0YZPWIyHMZ0* z2e5)*cjdjU$G|Kd(Y3;RFMUuOI%nck!18NNPtI|0^-ii7gW4QxY2sACKlwq3i%@Bv zX;&2&eMS-3Kb^9-*Y6tvQBFLGZc_K)Fp#K5WN>;z3D$FFqeRS+lEb;stHon~ABMTj|bn7e4VYy%Eloh#C zpKfpJ_T^f1`fCFIUUaL8BYA&V5*iucUr?}QO3>kJ#j5-u)qpp{yv#u4SBc$Eb5ABN zK5F?cVMf_zbv+B)S8JT^iBQ~ao%cOfc>_^oZzckS`ku|vF_G2JzfTbpJg09#;UoF3 zJS*gs>fhr?Wwk&E$ouuWK{l&4x8;4dj$;z>buq<7>NjVILQJ8N0d|)YJ-C3H6Xlh* z$1Zc%)*OQgJ)_y5G`{_T5v`-BJTp=gw4tc1^`X+}lKtDHOF=#23J`kzF~eta@NyfgnW@W5Wd|834MWs09q z+sFg`vtCo0wC%=`k;U~(p;yW_{b>F@xqJGe3FXL!s_`%t^q=7!B2r!&xue`PS)p%$)c?$vSDOXFI^1Ju+1ae@waygni>w6 z(v|JL`+-ft5K}8M@UNRLHox|~N%u!5p3o5FYyAk@Pk5wHGO2+-E}IS>RcY8-R=P)1f8_j;k^m zqv1+YgK5CdWiCw-GTu%py~(?-vQ(_UEQ86a7Z0;Kz7aG#kT;FpXNlG*Eor7zV`G06 zFQ>OxE%4RgZ)>&bJfvVSNIBj)_uzwjljcZ#t z?V2UC_@9kbNFt?yG`{ZYLdMmpjXz2=D$hPlh+yi;S>Cy=Y=X@@}?H|eVV`k({@HAP3xIx2)&*SV~OS{GPA|CQ3 zsg2x>IWH`3a6X+>vR-p--#H2WTp!!6-M-jb#WH}(`KEgNP)bvXmL*GpSSG&JqLI)>QG&W`%{Ji-99>zCRCJU|bchXRXJ^Y$(|eMW zDaV7?(?MNa>1SYM&9K?_eleA#i zqVBw56qQ&9jzTmuE{P2)EACp*^9xPw05%r2)5~u_=>Q-S`h5$(kd>t>=j>ACJ))Og z{X8a6PHwy%0qV4Nx#|j`c4|Mb8!In8-NABn@zd--U;ZQG6K0ioCB^?rbBv+{9{az- zo6Xbn=iiSPA5S(BML{_YE6x3UuD9)amjB9`2@1IPPjuzdeqG8Lz{&tJQ(I4SoXHFM z7~dyV`-_A5$3BWaFuFgX7e8F~xvb^-=q?l6a`HLA&>(%Mmj8A$wZu2@;N$JCxWH4+ z?#o@6`YKnLRbEwHrMc*0W%Hn{^dG71%EN99kb!pCUf5oQd0ve^PpBgtey5+D80w26 z72t#ic%`}^w1#1Z@XsC@xje1abr#XFjIAfaAo%jnXC&KrO66W(%DZS|XOrB|Kic_K z@cV4lH5o9XHMsg)dNJ-_${IBu;MmxyMnpMC;*uz|DBDa*$H_A4hS?$%fHH^9^uM#I4ys zQ5qWS|KK!2_v=dbC_T0Xn>YDJkM0!p=GC>d*exM69xRC-5K zl2`BDGVCmp8EH;Q)OjTG{i5PyVmO=~o}*65osnfGq?1qJjbo}HA&+aWK;{}Pjhh1M zH)FoG)uN8)pSHJUA811K&_wkZhUCCx+vo#%j&A5c)K9fhc9XFb=%0$ z%WZiQY6_)Yy-W*+jm(cQ#WCOoq3KmR9O-3tcb#3H1Hrt3m~$j~UJNKbS3b-U1VZxD zvK2R~-s#g~L?ce+CCHEuSwE~U3R)G7bj?IX89$VAwx0r{D?z_14x-K_I<{^r=v(2) zmBNhmYis5!7DDE<^9%QMhe#7 zA(d)3?-*_F3B4WVMH+wHYR^5Uph-sx2)c_Lles(#E;(ln?Dsh%Luvv(7JE3`vLTWo z8vA8m61rb0gb4ssiV|O3iLyK46AovSg%w8vr8iU8l(8kXl#vpfq9*j81~X|&B_ue&MN94YP#QUb@$QJL zqGe3bFq{SMPhB%wMi301G}=LF7H#4+AgKBerg;2Ks7@jxOli_BvHHq~v>(BD6M?eZ z133z&>MfU?sl$_n{L7Z2@DXnGpz9{g5W~c#KZ$wWH+8=cMk;9O&N2UNIIwqz$5{>zIH za&Sp1iV*s`i)z!_aZfedsTnQd&rAjxBDQ1*n{`RqtmSY_97={k%gGYt%#0St1l~>1 zdzo>(C_M4DTvii?;rBsJ1uNdzVFE7noScGabhY}j!=zFY8NaRmtZ=cUYa@sCzlhj; zF}Z%sxW3qmHHU`wJU^V`0D0`8tn#?SNeRSZv~IX#J>0h44&Zzd%Z}QsNH5LOjJmg% z4GC!N?6o*~HDY`-9<$q=n8|v`;I9uUS0h8$U?%t(wf!M5+=0#CJRrUNRB!#0241C5N<;nhINCRhcC$m98ZzW-BfAr(22AjUxw$1%p%`_o-&eqW8DDV`PgOZDP3`)OEu_GW>9p z<$|G9N!WD7QqqphY0=gp&DLnm%&|=C0dxi~|9A$Wp?sz#?&>#?twRcS+GZ4LwXu0b z&CIvM0j``N0GG+3EQ_3?Tg}=XOKNx#L0?M$ooog*mW(t{R>bZ&{xIS~*@4AcYBYtY zRx*UxfpZ}K<`ZXL+8ClVfOiNu^50kh*-Gj%b6Z(h;nh(uA_fjgcsk|Vk)#F@SGs~u z+!P0q!cUb!Qi2r=yVU`Ij#HriDtq+DM_C(($(zB2nZY*PUWFJ=-5x}e8RC(Dq~)SM zHt={?VwDBCEk$=UBxuiWijTJkL#F&CP5niGM?ws93n#NHu+0+706`7msCk5Mdgxrn zr>>BQKwCh43Y19x;2E2p+!{#KnYJ9N@%%l*n;bs`7r^9;g1AXxAV~Qo{UW0oLXR5A zPKpAJ@pE~deZssiI~wXs6TSU&)0Mc%Rc??iVS!%9?>_i}{jxb47J0-zj2wLulhuw1 z{=b-V{(vB>bx%9t5w09q|KNao+I=tq6SDEUPLw3(_k4CBW*&kFA{1aG?-1A-@yi|) zHGu`pvgY^mGq0-(T;99ukbCBZbR~O~>ELhiSeE2ONTy`0M=m>X%3X3xIV=wo5gtHq z4V+a16k&z4#i9TZV@zUGRDy-yfi%z`06|C}LW1J~0PM&-C&U2yZ!`b^kBYNQy!^eM z66gmt;pUf1YQ!rM73$}oA8~ywpoG|_@ek%{;xMU3coHLJD~^&hm|L-@L)#l8Wmw_- z!_<}_bHiq3NulT_6hg~NF10gM)^?=+w+T&U?8_bz z{oj(_=?Ha%*?a`Pri7P8f zEM{mi$nQUgBQ})$nT!;p;o?k!%g8ti(Fmb{A_z5995G)%69La_TjJb78$b*I5X1yU zhYR5ou1exglLZ0rDFoU)+kON53y-j)Ij6gC_;1#7ZQV+lX_|X|Ee3wW-BcW?Cf)u5 z01#22DAm~0&#a3v0l%yZ#xHe2Nwr#EeHLU!o9LC)FGuRj9f)pgZSl*#p+*z|Pm|S3 zE`(VN6ZE2zbvngzu*HLYl`%OR_K5)I{irQPl&#>|6E5DX6{2&uoL7NR5PARVgHSIF zsAz(>#fSdv@cS44Luzi90LSN+y~A;$p&qDJAVdTGVeH22iVFki91aYbcRmC$k59Kqcmj zod_uUKrPSErx5hA8BL!Y+-0|iw{1R62jvw+L9yBS*bX{5J-vvFoPaUG0$^YwVdu&g z#;Z!p8Q|WE=ghcTe;l|-#ehD*nGFG#&+@lX<}>B4hw>?Ea>lyC<|g_#BB!WpC4(6s zG25KFR6Wpj$p_UBAyXXDJD`lEG;^#03lPB%zI5~yWbSboi2H)`Y8KU)A3>?Yo}0-c zk6$E1Ra23;I&yekV4|IVNLyc>$1cwlpCqo6jZ!g9y+chZR9-Jy-_F@s&)LY%NPlE& z*I{HIeEgHC`)_J4I+xMUYZbz6$&k1Q=mGJ$S$i&V=9iT*O@7cm09&Yfd$fX0ebXZe&qhl#(Jm>$sp(d9zY?AF`x0wAx;fZV@}L}MVyL#MW)bKE{xan`I<+O~#q!vSP}F3YmTAJF<4XRO!z$2 zZfSc1s&rYK_BsahQm&3@lGgnc13!85Z#3R?GQwVS%{-b*ycNy*<=rasJboA9#RBvo z_iXLtxtUH9Z5`m0WEGu=T3?TkcdO;Y6WCeRP1;TB@sNN>rXVY+uXz6tYRqy~mN=v8 z*CyK7`H>ff=FaT>#*3pS>GwGKN!jNgP{CXEaPNBG7&A_qkHmJ-9Pvnh)P*j-Ogaf6 zc7Co|PHU5gPeJG}h7v2tO@Yy?M-I}j+9NnhH^h zF$Ec>6!o&@vvofnb{Li=+s|zAh~GM?NQR~Hu&9u9KY}9uq;WH1|IwVq9pi^>?MayL z6A6dawx=o@+AWucL%`mK)`B&RQ8wG0k$o?2fB}7Kc+V~;1~I35Wy++PkoaHo;5HpB zC%8pCg|Z_RT87Nb)$qegjlcXqfZ1xFSWFU7VtV>$HHRf1j1{SV^9jSp5D(?02F6y~ zl8Zon#y?iq^yLRc$=(xW8qSU~zzr1)} z9=ix@F9u~*KHo1UJ|_AJe&x-G&h|B&!i-{5Jc8$Dj7;`zzu63oWn*|E} z2zHLUl+|e~@?k26u;zL=+M{go!H=_tXF$b!bl+}#ZU%eeODjlxU;NSxKD#-6F#R!N zKf}%n_%2|v#sBlpYgwG6}2qx9Yyoq{VkDEN?C7I6O&fY z;aw&YC*`f@*gxj=Jq=G=`zVp~SGa+&3PviU7+$f#Vi5Mo? z#(DM{ZX(33Qr$Rw?s|jiXNUjT?CmLDQhil{Ibyyr=z=8R&3@f5^F9ZO+XfY4L~K%< zxlQqZEPJ2mXVV~I+V~fznmZTvU)H(OIAWrzhb5a2)L4v-KQ!x7F^tX+8P%(?#$z$U|BsJqrs3uf0CYmcO=# z>%7&M2uRz#Z{3NOZk#xwQ_C3Qhu6 zYMo2xm#$cm7>*`L`$W2;JNIEYfFvhm`z9$*w*JT~gKBx4qitV$qxvuaOn%0Yp!Xdn zczsVQS$1!_3e;>`{yCK;5?&J754`PLvb-k1)DSxl8o0&CS} z7~$eOOV0O9?SuS!kI2jChl{)_7fmZFY&SIr#<{nnlXz7Vxzoxy+p;2+MTQuUpo`J3 z?{gx$Xa^_6XS|!8I~Oul=+*ayrsD@kBCqbNzuL6vB_t)D}*p;*g zt|Mpq0DqKg&fTt`dXu+>1+56DpcT6MPM+33DjG7+rHzCTQgv4)36Y0-CP<+Uud9~I zymxgqg^I1(?SWPT0ERbNYOCQlKPQ3Pl45ori>-Fh4DY6lXb;5Q$n+YTXiF00vnjs$ zqP7odLy3w){LGl(uAJP@N8XHPReJTODt2=z0CCq0jx{?R3E-Ze7{VHO)j4u9Yq;0y zh+X_Qtz;TZhA|?JapTr-2c)s#hwxgV1a#Yi59A7HWdg{L?Cwoe3UT^Z#l)nlvQ&g^ zriO8C+(gq*^6b6!P940HZms{yQl79hK=b}4vtzpoZbO39C4$m_qL?{Rg$Hb=^fuG& zhrd^vw->@y9cctzYzcMDwYJTrxcu%;QGg2YjJ_()_U*5GQ9uGr1;@2^(qtEGHB#Af zunLnUVaZM@mcidnQeD3u^V*=7$A2A-3|a$L;1QdFXPJCIIU+jau{9_;s@r z+MlCV!Nr8I{=5sjerXc8!0|@5lrxqn3?J929=AJ;jCPs`!A~m7yd36~L1UidpyOR3%{789v{)0sYq*ez}@y+q5h|(C?Ak#gJtH_7YcmARZKi*u;rkt=9QM%W2UvPxe96tDAk}t&aclq|3z7*qfp2v5nS# z2S4W$S%;siN}8KuSV@t}#@DBwF3JTP**Br1e0C0S^c>aN@p~V_3;=ND<%p*X@NW{X zYE9)G>RwP<7FfWkq@BJm?1LhW{USfZ7S*IC%?q$sDHawhmbU=DP_`~Tqb+s!TciV_ zZ?~|f*^rtmpIY_v%B6Ry2^*D&3oQuFNqW6nU*?T{+pXc9?88kZ|6qo6e6q=3eM!c*iztM5hJW z=3ntZoLYEW1ZGe>_poUs*uG)#uZalgb?x8z?Cg0l6mZ~7U=cOELg&O;DnD>I+~L-) z#<&jJ)x}h4aoEwwGXT08z3&>V&z7CE>=s*Y8_GYiyH8ewzu~%bdU6tMtFLJDxA_y@ zor#C1o~#aXfyDsdsi=h{*HZ#uthbJU6}mZyu@`j6c7cf2*Jrv@e$~4u7k(QN&5t@Z z+{aRj#0J-sM_b9wi#=1^PzxJ=tt2s7z`0|vJEI|TxG2o2&XGyF<;lMJk9Ex zKwISU$SAgv_egK-Z7VhPeq9YQR3ru8(Yb?Muzpg5uC%l`o|2(-J2}@a!oyYK4_{C< z@>W+3r1aaq5m6*FkKaZpgsAf^h67Y|$<4efa@uR{YnkS){*9aP1-aJ-lXqpe$n*j8 z7z>cg_bWejLT|Aa-F1ijTLsEr74cl6t&K8R&~2o)dyKHw-3M8MS5MV>TwN%@rol?( z{#xPxqU$Sw>e!lY5AN=Mu;32C-6gnta3{FC26wmM?!g^`dvMp_?*2~h{l2RIy;pzN zPz6&1bJ){+_FmmDpr~cjRYe`>i!~jp_oG#lwVeIjzx5*Umi{-6Fe} zT<@tIQpeU1MDV5pcO|9|?onfnEav0*iz#^ohrE2a1v-plEAp$VDuan+A3Iu$7*P_y zT?Kp8op7!L5(O|>pk2BbfUZ;8m1l@S|6pf7+Lv+7hDGdujiJ;cPJeG;FE{fp_ZJwL!qr415?b1L3$5u}mntC`2k<^(ZiyzrsPm+R0jgrt}&wZ=$=>iKG%ztZ& znmFh_!1T@s6HRZ%ouV$xV)#c(7eL${S2E#>K*|MC9cJawyvw^Vzj=D&<4FBtriCPd z_`3iBM?ghb|NKNAnEIu8S(#8+brcd2ND2&-a@896jCW1jZQ=!UhO$4;eh~poSZo zl&u&y3>~a`q=99JmS_+jd!6Is;Uvqboc;H zg~9{XV(uJ`AH_snC3yRCg3>1iKivf{Y|p@ce8URU5OtMEc@L^Q&p%x*640iS)lObV z`>F}ch_d%UkzH`FsFS4&!Z!-t-?U#90sg!_t)hC@?-Wl_u zvsd7m;J|>dMqGZ&-tT|-I=Cn@Dj9F8Y0)6MXMS_T6SrMl92?)=B9t7_L&5v*2Iu^^ z+i15`rg(WBk3z zOQI6gBr8PPCp5;8*^*>oP0}=X8xV>zG;+tE%(}l45U*DHMv@_O2OI`kyw5&e@0&Uc zLm~?aUGVd-6thib{m_9iqR53!q6vtel;`JQw09wk7Bw1v;s0vcAl-YyH>Ng?Yx?I) zyc&gkrqMRNHDp4WFDj(}BrdA7&}ekbI5?8>N4y+K#nur(2T!pldO;}R6XtYEr|z;D zp=5D|`--MJBSd@9vM9q~n~ik_`wr?Kl1?P*CA_`vg-e2+*q*^Iq}e)gbxdI^5=(z@ zUZAuu)pSZabQ`eT2Vw~Na~JL-nT9m^vwEB_a6)0~pgIi#kPr0MAm?U+#%&`$gPi^@hLhOjofQqXjI8{Ak#aYhs;7S@Nz%Fm+t#gnwwvGGLa}T@$NRQNAB$fWg}Xs^Io@wS{F%gKZ}PS zx?dDlsCc}T0PrTCVmpnQe2kP;+MDS{iA{fYIv+1(CX-L4X!Y=jkcPG31L`#qn`t0yOyHKLLR`7&k9zb0r3Hp>#*k8{H9 z)@>Q)?k~l1uZ{zvTStN=3ze`?3uJ<}p;X@MSvDWq#*yHR0a(z4<@trtY4N7>)JA4F zmZVGtIt56vwkd9^eDcP^+hm<*C)uy2vO3AP(rb3H6C)2EkZ#WB~IcOpng4hZIpQZz=b{kyIfcnZ1#U_qj7}Kv}pqZ|VmR)&s#vjcTu8 z(esz5wPY+nTtwl8{I0@~?7-%J0mU^Bx68HaYZ+GuwcKW+d@ef@Vm+tnTb8tNPmo8Y z)*N1oIgB*yVFAb4^wzcT1vriLR-6B+X);gb_|e8VpT>-y0xgc!wz^|80RRH46YQ7V-M&{N70l4RG3D z=~Ift1RGY33~;7{g86jO_+Y&nrhQ#Q(TyaY5R5o&*~|gElm|n(Ws!`)i1B)pW&8E8 zv4|Db*!*XKu473R48VB>l@t#U9L$3)WArzypF?<+%JRaLGh} zy00X$E|wThk&hCX|9eb?wfGHFrb><6vUtaHd!@HlYq9S_AY89hw@gPhA^m`M{pJu| zO?;zhg}M4$#X9MNz`$q?GXmLG@LsTM(Vk&6!D8OS3OXJ$I3QS(*{TqF`HLzHDjFvN z8Wlh&&2Z~&M}~Nf(sHwXcTB6>Ok(5B5TBDEzIdzmm8HJeP4vYH00>6S@VLw)u{Pw9 zA`^ZY*)jS$NN-*gA<9cjj^$8*7LOVZJp}pw!{vqN0Z2wq?@p~V;U1m`SCj&Pda;Oo zDd0C8Z-)~Sy9A_qGlSq{eCqU8G?E7g86*pWL9^!;09C3gQ4esub zJ%3QkUfTRPjFN~xki07n4KUhIA-xmFHpm^~pr=R*wflBH@m`0D2aVhEoXKmLTec9l?HYyaU zQT+v5- z>hry#>Gd$`AP@~@8;3%^;O$_Ie|#k@@4dFyhY0l>7{ar@Ovs*L6`g^qF!W5bC;*s* zW|*Mz%uD;8IKmkmt?>m4r{S0%+dvCx0{Q~dp-M^~XNE?lS0m^&8$&yp=&=9WOZ$(S z-)Fbywo#0}WT2R}N0e|tA(?Z^U~be6=br|_Tr5GX*Al*G#{v7Lb!CRYz|EoGo3mF- ziR**@0h>ep6SZyQC$#Zlx9dm92*m($ikwFM8AlYyYi+HLdH|%N^=8|o*IQSYmwu*Q z@kkl^S)Qdv4dZJRiR%dB*4GSl=VIleK(0r;#ShB-@GzW^o6QV2hEW4LjYUY$0vS;g z3KTI(B5kn~?-2`wAX)GjxTV*9^=>mS*U}S|9x%WWD$u`poYTs1tGWa>5`z@DgU#Dm zu8FlS$B_8;R2UB1HQJ8QAc+cAdsU6)A@guElL)W(RYs!b}@W-F+1GMS}IxXb55qsG~ zhsvm6Q~(q%8PK{jf1hM;@27Hi6lj`hfw;6O#G>Ooczyvu6rm%A5|aOh zx{OXN;2nUH^f=A^=Mou`Ln;mNu61pK<||&jhSb|0Z8$1gMG3)TaVD%8p)*Y=+bhs z*4*`~uTx{ApY_v87&xrY%z51bne|H6cb8K*;&4qQGEdi9$2x<~!oFz1%ZYBxhp3{d#IF%u5z(m+zr$QP#t z9t({auL_Ae>nGPADe^{9MN%-Pk+feiwm?(mGAX}gseFc7G3Grb(@2JV_}PlsG>)u2 z5|m5xY+W{II0IuU$N$MN;NCpP{Rzww-@T}t()vnZJfVStX~**9GuxP4wU)17F0IoaU(ar<_o~UKV`=&cchD@%2M>?q#ohSJL9!+|UFt`H-KQAlWlz#Q`^-Z1+JXjCyaX0d^l=)Gf`QzB5E4|L( zSy&&oS55eC4n&kdYzJM223=Qp*S2u!==*y;yQjD3;zC+tP|#w#`I|37EU7Dst5fP^ zS>hZ|?$CoG?as@(Sft;bP_yCID^b_)*yu(P? zbmWGywS^R~oYu*nBb}4f7ZYeHNsxYDUN$WagG&9FUO#2|zO%RYt05HBazzVVJrP{L zB0ae$topVvJbTaa@i!rt<@LbA6h*^Ah4g??+GGf!bo|V5>?#bMp*7XQg^KbIfkN_B zvAmWA102%YmW6A?Fykgoaol!4&K*?=4=Whj)FW)WIes%lVY|G8o1gqAlibfm(WyMb zZY1ZZnw*SA<*!c%#ftCR7x k5o6Jo|aC*R0<3bur9Vu4FluVlFp^41%3|t&ALC-4)(_q<}Xncsr`v5VTJ%HH}F5XR7c1dwBau#W5~>$ltn)zFsIDp4f#E=5gwAv!?MuVhXoB0_#tc}qXc zqI!T$Z~IF!UyJNmmz%~XDuMHdqKD4R*Xm6_c|hFS)?sW5Uo##d>$O46P2UI?`YU$) z8m3`DZ$Z#~k<&Y-nh#UD1vi~K4aQo9FJ3221Nz|vVeH(kVU-_-L>2)529^SpSN}Rc zt7swAt$WDd`u&ND%Po#l@He(U#1c6nh~GBaOYkgv9DD6sVD3imZC3j|5QZ1!?d7L3 zs`#;Zip{5Q(f(cB+rcBop#1uvgK%eAV*x8XlzREKm{{EatA-37wu%@)NXVe|5NnnN z$OqffEU3NdCZ(^D5m6CuLv;?Rz_UQS6X*nkF(nOLi*$T8py#d?n?3D-_DY5Lwai};ULMdvLan{y9bVo(jkUQTGg z)26#GK%gOs)sRxSQ2?fft#{&++EbxCV5%t>;#(8cV3Gt1en0r zu3H8JBF;njepnD3IAvTg_+#UezNkh9-PwKOBCuSClDpnUFe`-MiZDrYp`1`JARXrdkUV9S3=s`(IJREDcY>*>enV5&!9B;Pz!qz2KOP<}p_&Qw5mhuj!A-5GHRAT3Ni zcF`bD^}YWP)3X2t)?mKXc&^(uua0rRGD=@uj2&+#^Y(#bIneuXySg%uf?5bJDAQo4 zpg*ZYVtP`!dUlHZW_HJ2A*XxSLtYo>Dc{I;nVeiE@yvEmFsPwq8 zz|qBYKoBxbg1z{AhfFmJxvip6zLgLIbThB!)ibQD<(r>^1M;2TwCjY7=vc7rL9Gy3 z+!;8G~vP5`L4=)48XCW~kJdqK>N`X$E*KlbCbYJTv-9^ckd*!~)fylEf# z8m6X=l9Jf^Q`!Z4yd_gayqKSrkbTDlOXfi? zO*PDr`kq3}IhrE=?XNv>SYL&D%ak$jU}e13l0pz_tbz^9Z;fD5rJghI`0diRs+Cs} z+oN7eyj}>!3AYUlP{U!-Q3JU!gNVU4%hGJ}fglf(sg0}x|glKtGY-^a-E@^UxNPAYifmJ8G^pMKT_ z$F^@T-IVf-v`S`P=2Isa88&L|$0ofq6L_ojJemWMu~(v@lv;as`C0OO^V`m{)+S%U zBMe@ANa5AZV=?}4wiH||aC}-X;o4NP7t@mG>e0+IZ*iktV zrt{<#-+g@_`Om9EUCTPOQ}gi}4(XFMWC5^Du#t(88|nOR;RQOSo;md>brYPN zFC;`&j370Hm=H&6 z41&FFev1_`Wr1Vho_xP{J0XySq||zr9Zn&2S@ca6JGw3jym#Bb7{N9go>y{XneBuH z+M4+$*2L7*hD0})h@k<D^E39MxrBXxi0oFbC*BXv;JPaLtP$cA{k)OWG@Wxo@xpb(D@=6?=i zu#E_`&`%Fp`Vaz`p@nGCa~XPsuSW(5O;jCq1+abfPJDY+@D4cAub z&@?EC60m@+A3i_Nyr?((4AuMR(E*=IgD#nEW7g!@bzsjb^zK-*$3tx*7aCOci729h zZA(+RJoWDFE*auP?`hhqCkG%JLZl;rNlA zIf`hM;6mOFR^5eq9mS}En3fxX?{iKty>5N4jf8^H*X@00HSMzAB>vaTEgx@o~I~fM#B1FMCya#e2Sn=R98^HVkwF1 z8;Aas(#tm;BJ0O5d{3$(TzJ?WUdlMA`H{cl?=9m#L%d1P2#hv<6ogMjPI#yDx6TeN z9rl%SuLeUODjePKf{OUMczO#MMB9AI#2C`k3>lHUhXJt1|W z7n&FMPeQxmATT0~&q#DCfSxPNsJR3cyUD&CgVC_?15@JO@`Sqh^d@8b)huG}cjVYoY4P4Y9>*(2&jOGSOk5`CWJ+?<1&DN;yRUZf40psCY2%KlEJ(Mb2c)%@20(B!ng z-d^mx>N@7&fUV6BtBzc0f6=t)tWWOd(3n!@3OaRNa5pD^AGi2~^tsN{jM5JC6=%#l z+28X=c@8@>?aQ}Jem)44of4y#$JJ`%2c5|aoeJ;@D?hFF-r0x3k>#Lav%3azu={26 zTrbtfjEoE~0*gqw87?@tQO6beyLxz!w1M7p1MH4J0s|XAdE6)D^J19)qcCz6@N$p+ z4f>tG_CnEaX+Qt>yKH~|`(@iWx|~=69HbJk`MIc426F|)*aVQu>aU%8A1fvNy%1#C z3PgX!SAPw38n&SLA2T~>2qQ;y30!eJz`oIJF#q*msZ%Rr7iHPMlBVhln|~!uosL%+ z&`zln%lmX61WS(t(Qim%*ur@}|GS#Wb_TpU&FG#p-Lt6=`ufD&u3#V(; z6GYT7+BufeH|HnM9LZ?symK(EDU{~vn%X};+SKEQ!GmLaM5`!*8LQ6(u4Z`PN9(fI z_uny-(&(fV)e#3Mq7BT<&X?NEj0}-k<9~*352^liubCYswmyGKA5tAFd{wl{AIY?i zM4sNWUX}m#oHuWRfzt?uf0eC$^?e`DeOu^$b9=*~I$GWPkPX!^;$gr_=UD)xof zzfo{8N5H|eGxG6#UooA1|9V~I92-O@sIUoa`>mNWQ;SK*=;Om_;-qbva2hq#v?y+; zmC(c`uCcFG?aqeJDJKSr&7s_?+N1W1_{i?ydz%{z{X0HE-o@$ZIiB0^5{Zy?Fx%>! z#mU?Ad7zL#s^+7?mkF`|2(ZMwWRi#=NS{y1l+H*$d#PaieF~KpW&C9gKTEj{6+{FX zPRTYjRXZ`R@MODauj5$vZmh@O8Zi|^aA5@yx{NkFk7#|Jc$%vycKxG{>;+$Qv+Y%@ zX1cujmQ)Lj2nC%0~JL* z;~unqxq<}*hdDGB))ASpBhrKw0RRB=2pO#~A@QUEqj;OHoOZ4ZQiBz+nW^oS+Vl1&0d_Ul)6*7VWC_L1S@H zy9EDAD-F!6h!Eiw117;ZP~g~O^8bK_)cY|>Wo5qRS|2fJ>9=~Y-(2w9^ank9pL>t) zQJ@*CR)=&E0n>Y0!4EYLOCd4o;a0Rsd*5ocC>4BWgQZte>H(qX>8)VD!o@hFMo zh&6V`(ScNGJ3)1x+EB!yz1Z#1BP3Ejje~Mz~?3-0Oc z853sXHf8kSr~qrAR08`K%=GX4G2jJ}&9s>|d*?IbcV!h)n|32~ZQ1@FWQ>(mwA9 zXSP=oe_C8B9Q|SQHPY?2csA#IQDz`%U`>R6^XidnLq5KZqaY?h6)k-v!Gu}Ea(LRj zYe%=!iiX4FXT*#%( zGHS>@)@!4&K<7 z`pyhi^oewS<$`9T#dMbIdyz_4Dd9$W?A(n(cC(-1uG7xoDn4k>mYYFt@C_P#dD9%% z7^J@IP){jI+Ru$S*Q3JC_l!XoM3-%fIaBGXhYUXKxO168tqs#wj#E;GeLWx~Z-imY zymzpN{+lgoV_-0=$%7zlE*Y+>=))TYE#Wt)!$KbeOlV?RyJ8#J1{{9P>@7OsSN}t7X$#$F~MF z8^MfOm4$y>ISS?-FDH$S5k^4#`2=c@vPKDKe1iGHbuMNAb7iCJ?pn)vEY;Wek{kbw^OTq~g9zdl zYL-3x?hWa^)-5*L!5KK`)O{WrXJnXT;KNYHDT>9Li(hG9twjTBdFlMa z4J(Pp>)A;HY)9hY?2O8EaZEzVaE}RsXlrJT{Q0O;t7f#&n?$G~JF_AC^tu}=Vaj%| z8~SMeqe}0JG)NX^xV8lpbc2v97ghhLmaB zlo0|zwIxQ{B;}LV&|}V+!;x!$h>ebQI11wN(o`+|7y`-ueB!TPwO-MwCQ+BQ3x*>j zcp?TU{U04ue)WxMXc%Ihht|*oF0$um-kZ`n*(R|Q1F<1|5(zvG)kmj?F)Tb9T-zri zKDB1eEG}uvVdY!>!p&Y_fKI<4s0YVp{<8@5Wm`FZZQ+Zk7fsY1HY3EDR;%Ia>nj8! zoyK?b*YA-K-@w=)!H*qeE^6*XIbDnJ zZ!`GD@uhAca-KdbqYV8d~G&)U21V4y#F^CL zDcD+)8jX&vP@yZ{7H5r;Hfz8iy}1B;vdZSM|Ti^!tgZ)%@r7EGwCI!G_Tgxw*%eXTlz`}*2UlAY2^NfO?W`i zmm`T5ej*^xO(_rb17I3u0aVMO=~@F9df0o)>xY=;J`RDIAbD)!B!|2`w{4~QZtAZc z?Or>b2|Rl^O}iPxr&Gs$ZY+oF+P*+2TwVQo^PnWQ#F6{8su5+VsG9sM=5(?w7n~;C zV z@!W*{tz}|SxnSp(mOa zGe~As(Qhc8g{ra(i-e4!IcHEuMyUV_SZ%B3S-cj9Y13@hqrmH)6<#F?b-fPiE|HA0-KWpv~!)2squ)PE`sfhWYoYl3TjK^_7eVMU-V$8txhTp;}H?8 zL%v&nK549ns_~A`cGm1_x(Kg*05wp=?5o zwk28{=?oiQw7nHW2Qi(%-GT5kIszaVzWa?*W>Llm2e@yy#gaHEYlLxrO>f1q6JzN6 z0g$LEMSk$Xa48h&)AJkl9?gRaCo;Pc`6_khYz&ir5~)rnW4VP`RWGvD&SS%&EJjNx z%!ULo33m^sUzDe!Q)PDny-|}3X}|Gre)=w#j|iY~gQPNi!Om9P{+4ZKiHULEBJfG+ zlkw3Dqk=M?q@^VER6ymtQ~OsD`yozlN+9lp1Ay#5d*b3!O8%5^X6d`qY11@uJna~@;I z$oe&2oZhO|uVz940Hv4frpV#Jz!O_GxChxt-WsHz{d?FDw6A@6n|GRU-=3g+jL2OA zck+g1o6fMX;*eTFr63V14V{2vSi0qkg?4pL>+s9jpf)HAh4nYctYRHsSMDmN-gb5h zFw-?O<*cS$Z?Wc`C;_PF&>eKR7qp^p0f$9z@~mRR$yTndF|u~td}G&rFM7^ULj-s@ zbZgd86r#ZwPO|>eL8bsQ-RiIo=X>n`jAnNdIYr4Qq7TxzS5uLU;PvsIz{fgf(?o%) zhDQ)u<>xM1we&Ln;tFHjZ90-JeZeZtX8YOdmHg$m98q=Fha)o)Jqy2pT3FfE?_Mj; z3x{e)e<5#)gGB5%W`@|59ZB#^FLAf_&Mf;HMN_>rdg<|tY5=-jU z6IaO91{d9iOAN@!5WX}==%bT`5~|`qJzep_2k>F*y#N5BiNfSDNmXPn{F5q8E?E!? zRG~ber*j~BG9m-#^Bp?f zpGUD%?{oN6cyFNFay^q0oLEiN(nVT}=OaMEQ9B=HcHw7=<{dRw7Y!uBxhZ33W&}a7 zQ#3|4MgYtiKR+1oQL&cOrnzWGg8F8Ei^sA_xt+@)u|XK<#*ZaF0WIWZXSmGS<|W|O z7-Nm@+h<7XU9)t}WiEPj@ii-N%?lR)WbKCKCTZ2zE?8no}*Bn zcB-Or(pJ1Cywd(CyYcn89@ITzDd+KfX_hwJCZ)RI<+VCQ@dib=0po+I}h=ndJDd-Q#}J4vSCx*BWTA zS)%^^(^=6}7hnIqe$R%_1BIOGA2Z)wmh{5Ci(PbE>n?a>@?7?u5}OyXCE zulp>CTKlnQ&Xy~d>g%aVmiHp!*>JnczG&8QG;`~@ju>wQdZmw@>vp6ht&C>&IVK(mG4PZ_UMIr1uYe6u;_A#cuPEECG*- zs6U)na`YtYqRSd1(y0R#dkh)Frk$#x_ZvJFsH76PIV2t?=;E=-UfpT__R$~!D3zq~ zsU_FG+{R}NzGb%= zp}?0fi><7J|Z`ID_i|YNHVJb|y_yn>AH~D=>D#b^gb8_j~ zoEL<{nOQk$fn`~GXo6UPEuWF!FDIZOzgi<3Y#}bY7g(@E3cge$1*qyP{^%|NZ0Y|| z@79QZS5Wm8$1^lJHX5N5Pk(V~zB~ulI)v=@D&zf#e!7g_o|C=*#k0b{+;O-7b8=br z2vagl^VVK$Bdguv}d7JXWhQvMwpHF#%JT) z({?NR0RQF9G@1rJagx%L+{&qS9!{^R)5%QN1wpMv7=cUqN|b4kBOLg$ae6J<-0{xu z-4-&r6pm*WDtRiyLwD3Tdk1ca|56C%lUUh#EE!1az&`AxBW|)PM#KgF6xXN|!iVH& z%C_NGu7XkdT;3!0C()d0`Xiz!M)l{^!XLZz%(pk2yY~4*4yBsz zSb04H>t<+(JBwfECb#GE;&ItxYrs90*)~@>t5mFfxmPLYb{s&D->)Ora+KNHbePkX zgzT3I-Q5Bo^7&&HtD#Qbd?&KBN@&jSKD2F#Dj2nj?gn7&O9@2Bd&g+Bo*t@P-Tt0Z zP*L*h--v~#mYcPcO(~{iQK#P&+^{?}eCwHtFThccL1XgfZFkP;G;dvTotER^4*k=w zYQ(tc!?OD}CBdz(1Z4rmopU+mtZxx}7DM^N$@hvRf`a1CuWV>4mUpDUG)IgadY(kx z&1N&6c+oB4j2d-r8=l<8jS37vUu(d2qIGv^ieX8Rh9mSU1qfMaWpD|eg*krwRmUgs zoO{jE>ypwzJRbDrbvA8t6oG^u^W%rqAE`IvyGL<{2XK$ZtdGHtXN-NnL8h((>Mo`} zCy}vJiZVcZM-0FpqHy{_89fM2?f~pF50-?4mY}*OujvSV09IxQ5`ciZi)waP<%9_? zn~zO6Xi^PXPBAERpbKjqc6pc0l`2tktTpqG*+p7*r%%(BDlfbB>{-MA1VDin?)Q$!Zgi91>y~qrM9)7seG9LYSCb zI-6_Jxj2le{h5^UIIGHo)@%_Sg*?%9Dy1~g)JST>Fi!WnWsiW?OEUJ z0POkp)f^Nxrxfc8?0ffHW-mqrm$i=KXlOwp00Z%;mgXr#mj%zc$1DqoXb zvnz!VdZ_YowhGhJm4sfaX)_xI1uIJXlRSg1x|%^T4S&NBqC_6XQBS2(UFTENBbZX^!DL;IN|oiFy~~sV2ypV(vY2p0c)6udy%r=OxzF; z2wXPX`i#qPBZiMh-BD3%)r$@)n-H|$F!uaaTbC(6RooCP;Yw>UkyC)puB(RIXNSE# z8_eISNQG`bUsI#+tQdW*Xlq&*)09xb5LLcN%F)}l%sVvW#y_G>}yqENm3#H}+{ldyI ztPXWG))8FU9sOXM0NWX|GelGwXv|2W?BGhjS#sxq9cW9wx2lHGU6G@`shJdiag#Fh zpD9bM4fB{3SSY6-`I#F(Bz-^|Hl8^D$F@N^lkEsM6szeu=y;OAt?AW7h*|@nxQwA)8PlWTK(m!b>#ySL|)x{u|rN^V{24>GxUse5~ z8s`1M>Ya2ctErd*9z$3rfu5^D%U-{60 zfLCEkKh}HXPPr3H2d%o}X{XY7ic<12kI`8hiymI9MAoSHZHJ$Q{=nfLRyinB`5PiE z*s#o;kX?-Bn5u)KHt#Er2$;9g)sd$bkLUt=3_S=ibVi|2)V-xrEMa++a%Vg;zS#@gf{Hji>+OF5&*Sp$6AWpusUKtBpQ9MNk zuPMxttAUoF>}Pz9plltK=xMlLlLap*h={eD^{3M5%SJ1igaH3^7DK>^MR63I+~W$f zx9yV7-em6CZP)1&$&F-T%DaMPrM6ev!D&SmykdAR!EeyBcON#|0PXa$Pcb53p|dWy zCX=)MZmUP|X&_xnkA1j`hKiPrS+5{wHn1k!n%qRfU*ipfU9V$r7eA?Kw9)2^_$Yqx zl|x+_e;xhgqkS+x@Lz2@thd1*s^7uGh4N;9(gIfqFP;f(>M^d~$qx>q> zn7SRs=#k$cIsIsUvz10Yhrcf^eMzDs?C(?I4MV2qMT{o9%2eU?&m||v%p7+KH216X-2|27qs(HU zi6x--sf4n0rq#3TibyXg`&5+NxliX{W?c+`x(F+KHjC4WIcr{6D85t`wINwDnUmo; zveVsAykv`b!gW_q^YQ!raPE8K%5OdpgGCJh{4ZMdH0K=LBU=39yu5eE3mc6<&}8!D z=TskbDC**=EQ2kz9VpUHHvhHU)nVc(rQd!RNXpH@g2I}8;lN2U3*31j6JY!FfYuh2 zz)jZ0^uHp|m}C#KXw*G8Wqy%X1J`ASMD>6cVXj548E!Q9>5XM1Kp+Z~&)F(GW$Z*| zR?1;eqe~T~I=@VaJ^bp+&zW}1Z%T3elof9}6CZ&Jf25ypRRz>M4X#&6IKEKKhZgj< zF2EV!d=^*(u{NHCh;p%hzm#sYE#>`hs27?tMw-ZSWTvttW<_*#2PRPUJC8^aRpF^R zwl@!ME@-vLxUeZ6Dw>>+@yKHH?K&EmiZ0L)do}mA3|L*lhxAV- zcSgTHv^#LAb{e=Nd(E8Y8?NQmd~Q?~P{L-UZ%k!(6<9b-L(E?kGaC%I=9&6FQsqS8`3eFkcyGS|8? z5;Ky(h7RnpGu~fx=^|Uj(xiT~ExYQKcx;;HQP*V}K!L&qx+r_-7rEHcd5W9($X*og zFQ%@`u1lM2h(#kN8R*z`b|zw>ZAQ&hz9$K|g-U z+W7Lz#ppOhWt*Vyl7qBG=%P5}0W(m6;rYR{P#dNfafeXx_WJz_lizWn8#7T&E20JL~M*eR8wv`KEv-LPP zqZDdLYy}|Yr}?6wtv0?s$0HDEt z0eHjJUIWEH7@nJ(Kw+bQc;p{jcE2W;kpIUf2X6om%n2%qM1E`W{GIh%_VU)4iarDAgoqo!q_1OHwI}nm&n17&s?ndyOX;YU70QhkqlHu71 zN)SRDLxO`=ay|(&NmH{-2PT)X8oCF4JA|e?x2ip@?+n_YtWK5zDyLkVp2NR)liyq{ zpWH|8E-DfH>c7$5)-d2o`E027qK%}3>rDaVAd5||YHqv*Yr9>Ty%uGe+m^`zA{^kX zP<3lr^>c>y_^*%eE%d55`3t@6-rZW3`PFT1z;xaJ(%x?zWn4n!{WsKbk=Gq|WjpjT zx^+d>&M~46u>P*V!$flZ-jVfJ_KP0L;*l+2naiA3%bsa`}w1ccy00 zG~E2jhQJy7-vH~%8bqfnR$Fo~X&YM%?h=Z4S#8F04-Muu6i+*xIwQsR?GU^ajgjK7 z``!slUzqDT>KRom85I5KIB%o_JD4YiX)i1aWkicutr>vi?OaXHjIn`fR2)jfN=ivsZQy+`3r+N*%eqC(dqDz@-BzY&f zrBiQacK6lG$8P1aR8UO$|35mkcU57IMq&SBmzmjV+;r6?aq%=v&a48B7`I|1j4c(E zH@Ke-cr(n-N^wth@5K4-r9qe@tsv7Y)Z8F`k-tMFLQHP!P;+R&S8JkWtzNxzxRaFy zw~VAGTh9J-VE-Mn0CvE*Pse4b=M$^$aFWCyr{*5qx^l|?Hhm{!6VrwAVre6PrIO)w zG92U#)nD`M@~#h`>|(KfNeVBBK%0=~yc~>U%xN!dl77sLk2(6T_TkO(eYkoTI|Nur z5@bNnKVWe@3QhncPAh?rx9mf99sb0p^(Ht)a%`o0ahUH)a5s@ijHnod<}Moa59D-$ z7d~w34C=Pt0{G+ynWC51$3F%h3qA&7#cnl}PS(`7U%?j?iJA6USRbYQM+{+ym?C=v zA3{b#&HqK4x$?*W!+^I8&?1k6E%k7<{nU zevp3VYjn}C039y|j)KeA!3=3G&tM?;yx8Oe7RUCii@ZHU_X4w0JQsb$|;UjTu zuoug3x%kwi@+d^=Evnhs1P@3v+SY^ma0=4HP+McY?b^aCdhJ?h+(GaCf)h?(P~S zxCM6&?(Ts(?@#WXsruKQ`7mF)4t2WdKD~E$?`N&`td$a?^T`GTS46*69SKk^r|h>y@FF!9Y<51%$c%BKcO==QyB?C~C8;!pboSL53E} z13kz~rbSr6KBJ?HAcTVn%?RZdV#}Bj_(rMz z2E?LGjXqHb6Mdtyx16gVfJ3!TuE8J?=ugGbl z-Eg=JrT}~NT5%}Ef71=t|3Rq@_Wi|?#FzbWgR755kS@!-AW^e72a8E-rkv!N^BZjE zTc)|M7H_aU`0W%%%c}6)2HU6U&DM-VIu5&}1D&DkXB5Jjw27l(;gsm#sh3x3*^9$8 zl4JW5xSjT**iV@kd?O8sr*-L%b#X&dD%6u4S%m8>;L?=(yM8J1!YOC*N7Z8`%t=wT6zXHr5yv{ulVFoEyXN*k9}K5;lLLJKPamW4ZkKJMXh%Uleg z=Xj1JAbthr4244m0)A!_Afw~4Czog4QTQ4XR$yP(8O~xQU!2lTDGV2|z&f7)1Ie5l zy0$I~FXY=A9a^nKuy(!CY19exE|D}o?-=)4yIXNG44x8Htx5<29@N(o8c;<6y}s04 z(jOktl~xvPa-rg#uy(Ul6=rEHE>kFlJSho0bWl$*Yo(P-tF8pQM034mFU|KlUFtaVK&+WMoEo5IK{|7?173nsRLusp} zioeasZ=5N4jp#lt=yAODseAu6eD>502AE7%s8X}ZUUaE;YZt&dS$;IDYt^V-)tFsX z?D51xN||Cj3AJ+S3Nyg+{};b2X%by0@$hbLJ0({fpVu7qq?&ckjR~ce5G3Q3$qR*E zu&R$}qZTqwPRqFhAqvf2!#Zpvfg7srbjEoTgFFD+Q1rTN_{W_p)|tK zwyIjEisC?av5leq!GPmU`cjMr*-0L&&?vma4QJF)%o&AEo0UpT3#XP?SVU;?G`0YR zt-B?@L4;O9x-B!danKm7x5c_!t`s9gVJ(XZxX9hvi{m$Q|Gh?8b~4S$JZ6+FnG zsK$|6UPI|lH+<`n#y^)Itcm5YaJRr_WYAa`W)&N=nTRQzGvL9hO{8sQTs$`Mj(CWi zJNHAEp@GzLN`5TQL=ie^HS@dag*~RwGGWgZrTX?5eX|r@H)HK$7<^fAckn^$lN*)W zw0GjXOQ6>fp_JFSabTfVKLjDf6@rN;li7R6VKWvOWznr&Hc2(WOi)Gd`g#9(uVx1e zZ&=}rc@$-eeaTJ<1btc+__dhjHS6p{hn=u6`R0pYZM7?fU*re3g6<Z&RV`}IKIkE^-u_l)!LcC z?GebWFwB^iiBIByn0Zx&2t;gOJYbCCdEsO#_Czfc_2g*uttH~&Ar|li6lUGZMcdDV zV`v12?=p+Ncx|l4q4>FJIu^=@)Fyn3gl;$&waM&RY4pyeVjw$E_%$O%pf?IHb|zEN9rLxLfbchU#kRPS;8u#NBq8 z)uC`Yl~}8CTDdI#fJEifP?AfW|HOpF7lh0LfN5H0A-A~G(s9;R!olCjv$_7KB!JLG zQ7$PT|5wJ%-+@ja(ySm0Yf@*A9$Z{^P_odka=u(HA^W_mD%t%4QRli@4YCE0k{&bL&Q z#Dx6bEXu8ml{;@uB{VU{T+sMz{r-7oBqD5@JNssvqL>sdX*Wck#9oJml^s8L5>{6ao%aQ5p(Yo3iNv2KaVI~~E<;Bqlpf@z2 z%cP@9nlvoZX0-ih`hDuhvjK>Yy;?TWw2;S%_e{T;b@FDUvOetCtTBZ6iz$(o0>6#% znv#;nDP_!sAhw^@#UlgLTm87_sr=}hWKEi(KKOwO0|R;biwJ$|j=b(z+q+0nfS5TK zt#Ugixf~j?kY&@-#TtqYW;4kTwy4HVXx7SlRhmB7nZuLdmz`GchdslugY&e4AJBR8 zpvltyRIh>YFfq=36Zt*@IZ;a0K`i3q;dTc+iTHuVIu@8U61pl{fEwFJY9ahJkGf4j za9Xu5ZArTeJZEnom=&aFRcAH~4=*fRLX|yrKY3cs@&A+t!!MA*TLr=|cq-J%2kJTp z&H0*Q3oW+_IzHaZT`pDwrT;S_zJjtCUWTm@>;Tul7_GD1B% z!zYtfV+SiFH7Paohi|l;Trj)7sV%I$x#TUHwk6BttAS<1iXvzc zI7q+gA1Z_O?DOrlX|xRs0r`}R#9g6d+!=`V`QOHH^f|CT1n4}wz*WxCZMtS2Nm$nD zKvO6APT*=*JW|LV21$uoL2g8pO=;7si^|YKUEDa)HJ!U54B|KjRyLLcnR<_;*0DFR zGe0NwajRZRtTZCBI64lyg-cwW7~PxCe%jp@-6A(SOPGC|A+~y&-^-J>d#rh!8!Jh9 zKlkZ({W<+`C-bCUFp4YmsuV{2@q~s9ESoqaaAnfnp2a~>Wg;M(QUNj0zj@bz*_Dyt zw$r#vtTu=!ju#}C6Vw6z>6*Ezghq?q|BPe(%dcxRS7&C z72(0Pd~66R^(zQ&K~kvRGFSL*CzDEB?halnNW7Lx-O5zTxbzWSPfm!V5D}+n;TP?MAJ$5ZRzdW#bhP!>BUJQ= z&Zr8N9s!#>>nK%!jiGQS>1YfZPMIT1WJBwRKGIxQJZ%xlafulAbvTA`S`57o8@v3S zMCNpKYs`6!Z+#Doi&G?X89P@ZDdW`X{b@pCfSsCkV|`DluBEOeS*(7`zaP_|cO?qu zjUn=iX45MDdKp_1vX$_f{j z2S>|p?Lz|P;>7TF*Zn2H%V((4hMjWpV>ZTy%1;~zz3ikW_R|@O9MKgkT@BGj zZ)z{|{_SS=8MOLRpm@(UIu)rX>+;r*8;BNgernt(lqui5$5xcXa`O{XWUR}*4`%`r2sIUx98(|4c|c=*4rLj56?a+zrC2tal^VkS4Ks(?|e6k90Ws zB)w21vObMw6~zZ$5p|$y=%@nzmo6!sv*wU-$|W?J%;9!Zog*@J4J$Zn zLp^q@gNXWo&}(0-lduUmTIe*Tt3fg$vB946?6xx6xM85dibGo3f^EV(+*{*Hy-rfs ziVOK{{m0rDFkDqJa4aQpx3R9;I3u)FnmXJS@XtQ+x}Qq=#Z1t^VAn;Y*Lc}Ec+U(( zGMy~bc<3Q&OZkOSb`kA5 zwtShj7~ECe?bF15_GHB!=l3>u9V&BR?;V1;pvx8%;u2i?1`KF1G#lyqF3MylFXe+_ z%)TdRr~X2|*_csT5?;E5p<(dq$(HTB$o|Py_9fd)alB76_?Tt%)Pe-&?JLoDZj?p$ z>vB=G*L*D^YOsLTeAr>DHyHH3*WIx`?s+UFs2$>qZtj}^0)B>LZy0WIU4Kvok$PyL zWucczej1Pa8-lr^zx6&rEwlbtOEGAFS|H86s+)!P-d*wj_X_buaU(58xu)iPyfw2Z zjBd>OjG%_COGcsq6~a4bl49HzWLxOBRL{2|Z@CvioE6GgkAHMk9bc~u@P^kQ`Q7^L zEgbnuMdz|z=HUFFhfa=WRo=h+^wyC%i)iuQ z7lomlY53z8fsE{gg>ID$&#RYCh^7G(R$|y;mXw$I3Fql^spYysliP|5D`$ZE(B{9xiPPER+8ux|u7- zx%|160eg4aq(I{7A%+Fl6&f>wkc+&~R5M>23}#SO$gj1QJ!NHyb7dVE?sR;xktkX> zU9#x7Zg20sk)J5i1qJTF{=ACcUH@OSDkr{!51-H6-|_V@)O@v~4RFJW;cK^i))_iG zgs^z^B_34V-|%m?@%zhCqf)IeOwL?`P`YWM{6-OI&kA1F#@3D>%BSDMM{8&xqvV>v zXSl5^dLe6YFr=Q6i8#PwITw&LUKHv%br_$EE3mrtZ+{zkUaR`r@GySfX=U*@(bankaufa- z(&aDuUEAjP#0H1%Uj+^xfg@SMPd8LnN!dvOpbI*}9I!_D3Y|1IzL{Ha;pL_{+Hi3s z*6Uga9Mtq(Pt^CS)o)4chGh1h@QQr;%m4u1F-um&68hA@+X8< zV1%;4eSC6*gYP}-X?J;~$7$kNO8v#w?mVS!d2>qRr*5h{N8)q`UkEv0c&qTRNuldmnwsD4927mqh9-d2Yzm7ZtsvjCvP;}{q}Zfw(v0Z_ zE6tVbW?TRJ)Y4kk4J<{8j=hgos~9Q;W2k8Y9rm`YirD*`g2iB^i$2zRVus6~d@tq; z?oCT=lkL~-vH}y|M4W9NFa;!s^7;P%VbU`2H8V#$d&2XyfL!wYYlS+q)sBlBP6Ue4k2}E!F=Dw9rvJOS-H?zs3G-tL= zvo8<4EXbT!vL*+#Loel_ABw4q?qcVw9J(U;oM>WGntW^GJ$8HtsrkZq<$@1_HY@~^ zxH&P60#AmCY_}(!mU)C$Hj9UhAPSJ@P8m6A?|ilIAEVYscBku~V&xlt_ELGiZ(~j} z<%$Un6Xi^=PQSKQb$eBFVb*uQxZ7Cd9&3Uk@~7eezzA~SLCo{JwRfcQQ27WOI=fKy zH5|^jFm;Qe^HGjg>C@3eD$Qnj>qN_LX&GI8JV^uwdi$&ANy)l)T;haAfuV8@4jDwI zr-~T+RqHdvRi}r~Ffk2$E%WQa`99wV&nXaMa~3a}nsr|;Q16~nTuUym@Ejz+HfFy3 z9OJi$_g@OFIJLE-2KLBk_`L0BFnubxdO^%|pBnQIa=#`+qW^mPvD~1OeANvi*G=BM z7x-IclQ@g+LvGkUJ>0n?N%mY(>S|x%=mWB$iA}x6!TnCrV~SnVue7E2Cye-m3gxjQ zW)|i=W3~EZ>1B@7KjQvpM?yUmDB_b$XktB_9?0bm00{dJuv_odh5-COpj~dA{fU{d zfaNbz$$tKW&`2Hum6^(WCCTWZ-ZNWq9%G`u+KLI`w3nr=;NjS>scRVx)JxVy06U zvnBk;69?~5K#j24)~GHVFltkeRTt_}(0yDVp4$xEP+X0$>uxzR+-=~~@>IbC3vm5* zHnIKvHWbr8)e<8HzRmTmK2vB_X7!dEA_Yws*`Dv&J6n_G&}Z3zX(X5}`YCWTF;oh0WA45)~j9#nSciS!Uxp&bKLAL10aCYh4O$-Y?oz*EJ+})Rq zUgs(8q;{_RqeawB{Y*w~%NdQe%I&$v!()dAIWlxL$}-Gz-T z?D_Jjhv?}lna}^}MG`JKB1-)q0rfYbx{Qr}6t1uh^_t1~$-YHw9S2)=13eHV4k^xX zcHHt8$>?T#WD2-z9O>g_Y8KT!yUMi5QJS zgoFeXj{Y|Jl-mEy>w|}#tI1r93q_a1Aeobc)K!?K^PKyoTqVw+m0>wi5M11hqN%E} zcKkz!j+EHsl}_%$VIqBDO_5m?$QaQePaf3~+vkRUXZh_Z8L1yR;cH>g;b6yRl{N+Q z&PiKIEp6_v@^iTUN8xO+-?C|5vSVtAv`D6mIEu}TIU3~(KvHBdeFFut1pW$+4HE?l zAV1;rSL7q=fd2ERp*Y4R&0G@iYpL@a4@rZm^yFZErlcRQ8Z`08b|imgYb+^&IO&`S=-sckvHUy1>zMZTwwI+yGAWwt9J1!^`{?HEOVbCM9k z2qY>*A_P=cj-^mhy3xtTD*iYU!OLj&{yqi(l{%IS&jg}F(G&{Nbwb=Xve{$2y!1R2 zQz0-CXm6iM86{fc@3Qh7YaDkLgO5bENLMnKq0y==%7GW zBecxl4H9go602}l8>#!2twH&C0I-YI#H^f!U_zoB{a3uk%+!{1dD7+;EW0o5tTMw} z6a2~ZeS<5ZF@h*WP|3X{Y54yKMVrkdP7lrhC~14Sq1tYeb}I!TsA@4&SQnR_bYvSQ zEJ>m0%Xn{UPK4ZGu{mOSdz@E3VSsD{@^S94ddFW(A=O5_O8&E}`Ww zCw;TLHg=0N1@Y=>JnP3scj}`%QV)Y(yvt|rlkg0DWC{7YWLEY_ouCp^ma@ z{g(mkxpHp%xi9qt7cL5&OkU3@gjwj6CDca#>wTHNdE1*s%5WcP?mVPFI-l97c!j8F zlo?KMp$k7YWBsC14x%kj-hWSK_~kO1Lz`db+wp_IVt!jjkBOuy_jkt(C@z}2PND76 zdzrU8ouK^GZNpGC>9MF%_b&H`GM&jlndm2RLh1>;9=V+vD&UYi@F=&hXVf$gi<<1x zQ%4?CLViSM(!JocQ0-^av=Zk1I0jOhL)-T{n0aldyP`a>mhdAmj|fWkLk|%1lQ@=|n9o8J`aN06KLAZU6e3;&wUjM<_{rQagcV{V4 z7ireZU1n?ea*owYlgQr38V1Eb_B;B!k~PTN$Z>yT(SBm|E+V~>5jrwIPs*eRs7F`d zJdp6mAgEZMH&2+=Q-})B%y}*pmw5{-d17FH4%?A5jm&Nc=nk`MK#}fku>9=-8u`c& z_I~bwOOY#bAd}j@hLjP#v_gj(1N}?`y@(J8;Fdb%UZ_V{CbTZJM)cPu2&Np`u1x&>@`NsK}>C?O@S}D~P6BpHCZ~eI>UVaIT%W z4$^f_{UK(X*Q!xSUAWMIWAZ%S$R|D%{ujH&#IS{W69k;Jf@E1FQYwinUsj@hBud)4tBDbf+8di6iuq1(u zT^-fjG`#L#Vb_CbzSVbdn=ZOJ!7pHvwDq^P)t9`>jlOYJ3-}9$ErqD5n1h-$#aP*) zHWT`~e>%S~je2c4jQmasG{XZuaJ6z@*qDXN$M+DUi1=)G z!|rX!c=G}`g*{}fX$Ju^GN3OCGF3;!_?S{PANR5Hrg9`Hzw(B$;kHFVb*tM5PU^ej z-`D`%zLjV`_l+fH3*13(;o84)()166!XO}>iD1sEed%U$G92&1rgl~Ps0cy z&VP-O*D4;^N(k*b%nyR>gb8Yg0QuFzfS^=sjev42#9C+w+TXAWg^G%+scP zh*kPao8fK~v6}nagUF+eneVz~7A|sY(AGy5m6h(Ox;_8?E{AsWK~F_j{*NQlAG$zC zwk5Hph6S?^T$dV=OdpFC(z69UR@xFEM7FN0y@i;(`MP#-dLo05tWwbdv2B()8C{&p z!vsUTgE?<4KnyB!;6Z+Z-?jL017b4$v?jW{xGYAN@2&{V$H#cTO#EIU;6|>SUc2>+ zpnw4qx0ZjktqQ=%Z=Eo3m%}@PLCLrd7Q}|T4w~yr`NUr@LDBW5xb4rebQq@BmCZ#`V)C&QT!oy~@f;BTd z#~Q0T<9x_LqbTh<;HO@fG>A8gDn69{MUNR6)wfU3LUzcJwHL1K9;!9!Z1I{N{99~e zE_YvuNJBwQ`6{7saneXTO~+ej_*QZ4vih~!nbWlBU_ZIjZDIDh|4YS;J(ogeHjmSw zb0o}&x3@>)EZT|AgUxxN$A@1`QAb@#e=l~%8lVq&hp=q#m%8`#6JxOcwl_EVSTwLgxfb@}EE5k}2~aSt47uEpAy(rWe#~ptGL-t=6cUi-4F3>1;V4MY z_9$ZB@?-QXor~ASVNL=(mf?KLTk`^hN(8veQR=8hoX~RGmBw^>ib9`%dl}q*?Lzz@ zL=!BB4?qYB3s7%!U0vgkQk9uVX#2O6^nVa${)gTJ#r%F=1;*)WCD<}!X|TtyS}jY= zLoFuvCjIzr=cYd4Ibma(`TX1jYuTA3)Av?3G>D6`96%hyY5OtfD zugY6O!bH>~UB6aG+TAG-#PpbYEF+}v)x^)mmxSS9Um3=-lX^9J&LS69A;3agIEn2u zIK^i3vG=JB_aSi1#lz<*D~Al{F-973kW~Z+i$t7d92xuvaq%RnIk7KjcNS92;dqH@ zVK4(Y91%+@%u6H^7^L|a;&qZ3V!r}<`p(zA+*ei=ynKAe$Gh0R9;B>y$WA}`oWq)L zJ_sD}|GoXnZ-YvD0GKZX!fxnv%6loPLWayTEZ%iRxpe$~OaywO(x4zWRVP$LCQ*My zM{uM)5mFyy3XGR8I&aLQ!@fhrZc4m_3UgFL!TELVPTYV0sw`4np#}(byWDYkq&AJt zcpf_hlldu&!&cka4m4{>0Dk2LWx+(3f`ui|dmDsP(+TmfQUfiK!%KEAR_z<$Slhn$ zT5<2-maq4A)q?Dp#K-$JnM?+9$rZ1;{vY&|3jsh*oPI1?9s*==kS!_Fx*8-Xa{wDr z*x{1%>3cwEc4&1E6971i9eT8cda#O{WWeyQ3ByDaKMO7FDqioD4LV%EGVXWYg)y7F zG=p|NR_AnI+M23X&6QUYt=^(_eCGQjZaNw!2710-| z8F0bShENQ+K7jn^xbhfu6Yef@5dWGJH&%+8rL~j@adX+dBtORf?WG?yiHE zE^4^3)V`?LvkH@{Ov#-=%VYJ;b6!rgrfZ;x3g84@D3p-aMKqb4#p+y(YZmM8#CVebd92W~&2 z)nDBz_h>K}zmLk$4jIaK33V*7chb#YjeS6qe_fd1u)S_FsZrvgPvB(vuHWIIJWEt} z%HNcXs)q>#zD5}!&j`#M6*N9a=;)l)IZu*XZ3B*qx+!k-DC6ksxfyMe-+aloKbq>A zVaPlDsH%Nuep5Qhp_@1(PZZWjJghn;con!sDt$Nm2CbQc955yO_;k6t7xKF#bvI6F zomAtqUAUQ32Z}rMvw&iT01%shG$GBgfsl1Z@1nEMNqUYlkUp@b^6B#*uXOkKvAn;? zA#YVKclyD@=dIkFv%KgX4baAO1(c)CO5#Y~ zca0HVxwVa|;0=r*833ZFl@;$9Q5nO~~DuKY<gH*cmRoWt#%#eG-N9=) zO-yf2JKK9SY5q30$eSJQP%xZ_(;wF5duv|*Zdmc1-q2W^4LRARm>G~bhzTV<@hIh!ZQ;9FUAb8`$3C5g zT4b3Wr1U8R|K;JbGP37L-Gp7 z=Mf?NLN&x5fj;ot+opCRD}7?V438W+ ziWG?BETWtx@9rwF8%fuzLCL|b_gu44pZi1G&ocizY!6D4Nqv>P+W~yBtO^dGVq(v1 zjPEiB&MF3?=Qr;ie@goJ<+ZZlsRKX{|Hx9m-DSGbF8Ad84DXh^Q%eq8?3u-{T>fsc z$So7$q1!Oq;8* z9S6NSa{4vbY+v1&{^;^#m>hdT1KUN$Zf*n;V_ovrD(&rTn+*F=&- zc~>^a)^87qI*oa%=XO^I*aVzrB9a|upTYnmdNGArgSw=SGJ0y7`3dHgbYqi)I`a#+7h5hI`I@ixv%x1Ph0<10;VC zD+9#|p-*AI)LCp0s%R{dufbMPYkS##vd7%^^04>*g+sgedi~uo@XO7(V6o#6k57dZ z<43$WNFhi4Tzi#gS3KgB{m=1xPDLK&p)DbmBg0m{b`%Z)x1DniXqS+Sg3DoKL*mNudimTuvx?0JV*HlHPo~!h@m# z_L*1{?=P!F(y!kamOrYZ1)Na4!2eh*KI`gg)lV9-=AMDZ*3e26M%nUOy>Wu!%I{>d zIolgclr?-9IjN{L1&k_5iDUtiM0}NPH9ITQsm57$w!+;z_Q7`rP7r zTW4w2KnI*&VZjK0GfVr-#iYPML)P3Apa`3cKo=RU-5m_83A=BpnyCyxI%SmptZ#`t zeFKEgm~6lu)-#L67;){=WlVIJJwI%ppJubTTl z@cFKPQutIVvSY6Nai_ZuI5b_M9T+h$(>ETD2qoogP^nOIs!wMWR)d5BCVM-4Bfdxv+!UrF_{n) zXei+>_}Y&iKIuKu8;*IkNcHk(F7%f#V?MHYE;yVzzO1JHSlaj*oAKpO6j?wHU_jsx z{aFf`48Ry1L_tIa-<*2Vn|Y~=`9JptKD8;ry~S!yRg7Ic=&JI=)k#Gf_$r??ruW+t zIFl6229UWX&J3lppPXePf5xG7I5?}~iR=pt&9mC)g7?n6&)~O*?4(KaaYxeq`!Oi^ zS+-*0=Te^Hr_~1NcW6Ze>iS3sxDl-}57s-C! zZsO0fCku@GBr-ag0Z~x(a0Wv}$$LGFgF})7Go!7_q9|&7)D?xcraj!20C2e9iFL>Q z0Vknl(4V&k=E4@)iwhemwqyZpskS_(N{qTTSzc3KAsfkacI-sf;^>-8lVg7+R-L+c2N#{nUFz6Z0t9*4Od~A+iAAZUR?8Gg)f2axB1ozV6?0w_GsD8C0l7wN?e9k*PA@Gk zcjrmm$-38fyuzU}MUiQ}tUz?y#N_2zi_PLrox^+7<=MiD%lQHog$7S`{!JQC4 z?DbH2y|CRWaH8%p(CK>WLo-aX%wj2jSyGGCRsZy0&#~3KtM#$C>QTk)t)dE?|2ueq z^`tj)qM|HzHoPvnP&cT*!R4<_D~R)}?g4)|)CmbIVKvSHfBjcN;fBOW zW*4*S@VGK-wGX%ut@Vd4QD^ous%WOqZrtqz#M|H>|cxRst|C+1Z0gPNtdP6cyrg2lg zyXVwWZShy$i(&7IZX*5=4l^0km!1>tP?v1=Bb9+MgJ7J(BP^X9jEGL13Nvmcb7-j| zH)1VaXtOd+-y12``oR)GH1O>Yt^)<#kxf#znUyv#{mfgqE@V@H?7?j2++48|&`NJ- z+9`-1k#{^?w91A~t*#NXhn*p6x};E2HopbJjFfShI_OTAgI(b6;J0ZsW>56D1m}Xf zn0RdmfI~+nj<%r1;_wqUdr6(mn*E_9;QvI`&4=!om)f-G@rzO*K z4Na@FbMy_=7;{}FEJUJq!iRtT3-IQ_gf)z>7ko%&@aEL#pOgI8NATu+s4$r2e}Bc_ z!w|KT^yNfAcfuj9>2ntN6#ji4yoYC$pA;GKi7lfH$SjQadDyP^@3QcogoKF8W^Yt( zpdf+kj{0jw%%=&=QgO@gg~r4t7C9`DJP?7Wr(n0kiNxs5)zH-7JIw{y&n57#Z{@15 z_QL9DT#=(sn0I$gAG7|~v7T{Os_?#Z#}vu%m03|u6u*MkC3CixIPzZxovsxv2!I@aj=$56=xfo{B;pKdoy!8Z}osQZ#7inmNb-d6}of0sir;p z<9%h^Fpi08Uh*jTUAtDX_6l|fyjVT2Q5K_vFbk2m4K_@4K$pw=@hOc8>6#x$(^wJg--gXu9Z3nDcECwr}J@4eqiD zZ7`ahN1yA*b{nsx)USlIcSw^wXm)!+(2dw>?tZAH>vWi7Nll0?dGeVbtj1`@?=o5x zrm|^Sefrxv){ASmVD*L5=41Z+$f&Ed?ec1#cETh+Ulx}e*89l0NrsOJIvx}t6efrz z{!Rq)YZXl!`f&<=dGxb1Gk<1thi!f4>EavhR}4YWWGXx;-u4YGMWtxmTr)@F{5pfU zx?uC0;zBm%ywQxr9_vnX-k;>zlHGUx`%@)rH;uucVtv?GMtfv%Xi_sOAeG?V2@S)} z_Ny!B{t4mc(pSW1>Ukl_@iK!y!(uDXRalm|qGT$~{3{~Pqr6u+qfd{YU+eZ*uqK46 zw0txp@rL-fM2lc@qF-0p0udQePW;uB&avTU*tHZR!q<HW0YX;UrDT&-cJAE&~}u+5OW`AdDM&R zW_5+-amoOjrh0|RZ=}<6G66=HTqr>~NFAc6rOInmrzZ4{S_Q$|q_3t+?X~mmxyi3z zAwJfBo?PoEAc>Nz-(?yvlL61Sy9g*iL@2PQM{v45l@`d_lQU^tHp| zT*8ehag(B3%(7D_(V3?cduWgaK;g_W7?L>DjdjRg2~l7Z62;~0Z%*H*$7IA3i;Jia z8}-$~+lZtDvnR}G@iFFvG|(0&*25~b^}<6gUWuqnuYMt}#C`$WQT)-;8l=an!bs5h z1sX1_ipsYZX8{bG`54Ow1)lY~k1a?sPe^o^jN7VcruOh~ckK8tc1P)FW59OCBrzDG zhRv%QA%~UJ7ygn?{4V&L^#N(;jnS1F5Y59J1Cb(!=&KEbb)7vrF`o+ySay**(k{ou zSz`WPIa#&Y#BJCa)Uw3U-Smam;*Dg#nc)O5M!{0`Dfu(PpZJe3!&9EDhQWz27u^NP z!K`Bg8yLaOljtOWM1o~EAO7UU8AZYRvD&RVis@ItFap4!I!)vpcU<4eeE(!Fri%=C zwxPUJxBo#g+47%2Vn^M_A$jZ)V7~P7a%0j3n^A7LJ8x}0+&kj8{v~jXYpLo)=!ewR z8g1h{ts@d6j$P|zH(Ihx+O0;n`J%2XLlvz%gb1suLbgEQ2Le+~G zS4F`<;zDRa&dc=q*={Hx(3uoBtc}QUfTzpCG;=qGGZmAptgYj1fLwO+M>8B*a17aQ z4=t%E)TM?lZcqS=!}S_BRe{zsD_vy1skC1^4PrR62BKbis`#e_f7+NbimS7jSnE3A zl2;K)wme+ulIp~ir(%!*R2eMO#CfV{dM(#b_`~s*>a38bX7I~lm9caaS)AU+(XNDA zAu&0-o_qrN?y`C$k!pSf`7Eti5nio7*6XNkOu4O+QlNHKMu&LfC6z2fR0;>vpm~u- zZ4SSCxe5|@!UUh^(~tVPvTa+>HYaZ~jHA_I{#k0eHbX%h%H z_Tu*AEI(0&uJS|V-Y!yW+Tsz;A3fE(z)7xiiRF(Bxh`bpC`(hxbD3epiKDs%JivvYbz znK_v@dd-Km9B%Q=lHe1#A2#E=rr3gDF;C|XFX{vMm=IxcNhEhINWdf+r3i?LNvM0aBR1$#Cudk z--*%mQRw*CcrYmn4dTSX)-SLXaYK-(Zbu}dZ6q~!0KH5qBH)P9;-p=@Aembtuw}cd zF-_6duvi*}Gy(i%un{<@4TNk{7^qena1`+HC6Z9kwmhy*^TN`X+N^Qj}Gdg_2#eb+Og%4delP!;( z4rvdmX(H3i!QVIV&*PZ4?V2)xzWvccadaR6c>V+vD3Mj)DhAqFiLopf`N%nz2&aZoa+bY@3J7dd*D!)nda!Twxp z#kM7oqa6uWvAt?ZBJlgpbW3`hPxME>iu=T`vKfjV4sxUo5h7g3e8k}SD$Z$Puj;*E z>d{k7OaU9FX!k^x`*7>zeEF;63*VD(*EaOepRho4vOjEdaym6WS|fMVHqlWJXmu3u z+nnh2=UIcwStrN-Q%@)duADHAP1rj!uI#*dq=qL)cHIk~2PX+q#7XSYpJ~9}I$iO| zP%m1MJP|qXXohY-=Y+(Uo|?&H6U0)@rbh@JamA+V^Ema!8(w_L@aPk_;b*@L_tQXS zVKxu5%VJyDnuu|!h8ShdDsA1V`livM-vaQyufT_ zCbG@%R9%i+s$VF__`5Jo(rw#6*`v8KoUKYm@*kooYaSf=gHKchdR7d0F8Ay&1CRpm zXoL>YBgf$NUqeU%S1@Z&V-EUXgv9Bme-jd~B?Q2)Gm$mY2)4*xvjm^P3oO@oz2nq9i{1Tjs!sZ# zx1F`?^df;dDs1Z7#0=zs3J9Y(u*Py`hv?{5S;t%4H8n{AsO3Iw#HdPBQdTLOw+YW@ zWms4X_YZ?C8>wMe>nq%nlZZFn8tbf;J^!VaNl$kCVERn!+)h(vA*@oRkyvD`w@WKS zJ1>JK=`Z9E;VdqL>J-O#9b`Lz6Ks2Fa_tjF$||lC5J5L@-J}zaRRS7`u96(KB#Cb{=V3NxxPEJO)q&Rr6T$+4`DYv>tRStr5qee`byi zc*3H+djCRg;!7N%MTY77GsqZUd0f0SebZ7FgJUgwP^!?#pJwbGttWK8%v1325IK4v zyq??o>ffpl0N@N6q` zFPZ*Wrlc8r(Frag&V?jNQU8sK!$WQFk-kG~8fx}(2)il3pt?-mLiz0yj_kHF_}LdM zc|iz~SVV=M=jV@?aVH?gv4ot&VK`5AvIxTAc+u#UOe!W&*-A_57p2 zf4h9Xr@GihK^~Vu^APIAfry(ef<|FCuQKqSdTX?ytrTUAYZaDu=0@Tl`$mD>Mx@3jUyIcsO@eH7gOycfw3wPItl zd|`2RvuX=l(OH$yS)rNQK$YS1=5m0Pb-IT;@XL4nq^3MHm7xkp-B5kDM6Sd)#oRYj z8Emb?|E$E`%IdP{M>H=lLtOHgYHDBWwU_(p07|#ZcA^IVFNVICepSn=8#@bz1;!qm z*Z2y#?LpYbZ*iN+uh<0qbMK8CPbUgaGQybPl6@s-kxDY;!H*Tub-@aMFiv))7sP@q zljy3$1Ey^;C2gjtuSh=XuUI9A=|M+ia7g?}iy%wgZyuISfl`(e&x;%fNK*Y15G`pS zt09hLRLyx3g>g*cakEaiKbk2Y^V5M9E{Fw2dlBJfG*=!Q_NV|eDpkCe6{E$`pJHlL zGN~{AvI>)?IEVChxMEa&%n4R0u3~7>s4I+8&bHHkWag5!q(^xfur+9%*`L~%^q{Vb zD(BkUbY&R(v|M?$M-qFja_a(Su38l!RGlmv6lBRwoC)t6;2Qurcv_ANJV^9$tCGIG zl)4>@6KXFd`#?I1(Ck=h@RUf8GRe79Ax$(M@9@Nc7;OZX1rglwkfZv-c!1ugVp+9{ z8VH^6)U5u|-72YV?)#yEqN{4qcM}64swp|8s?uq!!JeCB9|s&gc+LGHYE#xzMniOE z0<7Q#k75vRsxtSW3n)l!+){I&l8QxFZSfmw6=a1(r#S3T*TaU_MCCR1UKN5)!_*JV z7Je}-G7|RBzuAAV8-WSYRlHakD{(FI%+Nc zf<#&YG%Fdg1Crw)SZQK6sTPDQ34u$BqCcTDk2-^(tS}vcf)4vZ$g3*#&P^nS4c8kl zM_=X&-uMHt7S%=0i2n^&`DOGN=(zm{tyy|Yu4DWUlI6D^Ee@~$-=`kYEp=HoXV=^| z7cR6PX3l)cjX@`|dPKP$cGf#bl1)AY0(m-;g!!Z{ANQhi5+i(1)Q7;qZbZ_2QJThM|+-W zP9>;RJk2xpW>oSYY!~>(gph8ym|cx$TEj0?KI2Zu@X8k*794zn2JAT-?q^Zoq}gRy zgXKJ~lWUb^|dC=*d=$mZSXoR?|+B>&ZDmYJfXa0 zk9#*P^%fFBIHSkV!sx#Yt?s+e_e9wtE`6J?7RwzGwa{OW`S2<^_|!8hbiM1PhP3pz z-igHP>z0@faszU~A5kpO%+N;D>`LrhSW-oPm`P@FwpZ+qsYpqr&n)H>@vqU|8S%tA z+&3PC4xC@k-G^BkqRF}1Ek6qDp8yNz5IbWdBM^^>h{5_m3GaZ;XZ*f)sW8&Tm>)&(lCrd(dhNKMwr;)F~S$;tm z5iAd{noC!qssAh9mfBJ0re4Q>oBs1%h=CA0C9N?!U+dZu*tZ!T_qgM7t!5|3{IUOZ z7R`Kb$SR0_%wlXyYjZs)nqRGO#c7F|jIeej1lri4DaWn5k1bZ5!u|&iJm9O&Xeig@ zU2k#XeeqU%+jsQwZRFbpMO}gkh7K|tnC3f%nInC<^R|^Esh%d$mHF*R@*H+>mvvKI zB~bB>Q{X)zeETCA9oh9l*~5MdC9!ds{OU#j$xwi-0HqpGgyYH&9vd=DA82C~Z)&N zn2&cH37sv%i?_MtG=sH{3Q%7UP-)fb#Y)3l>uTDid5fp>O~XA8pfTFKqmcvH+idA< zmG;r&VXMw`=cJShL=oE$C36Ykov!`lMWLdt^lTzEU%z@{o=>)=(UXr6ZTc#gvbp*M`+b%U1i<9!!j|+3=WE+H-x&UH`~t zje~~GxKwKg^+ShZ3G`+Xwkxz0&n714(Y1yw%e0Rfj|Yn7fp*l@8Q4d z2M&^-TV}+};Y`O?&mpYA!W7_$irebJk%~oyBFYk+l-RXQS|vOMN~hP557jRTQehjT zYc(!6QZwSZ?GU|~_8D}0fdyO&QRcdg33Cgp{PzO}fwq152;gMcY6|%o;|)(618dPv zER6;Ii$9$(;Mv&~i~`B{xql}RQmHr6JzMv3kAd4zp#V(yw7rUJ--!3tdnqRv`HOki zxfH_-xm|Q3JJvp_hUegV7g=Awf`j$STrNX2yCvRM>aj$%Oz-g-*KLIQS_<=$3HpMQE2iSX}k;&^EjYUAC~t({+v zeEI3@vkT<@ooAz1grBvtZR~mD8(^v5e=KsVot97e>{9oA{B-+A*K7UlgPhYzS;^MQ zJ>oghQZJp+l4Te;040Pl*+>f20nLeP+vi=s7R45guQQH-smpL;yTWJ?n$mQ{vUTu7vfcCb4_2SF= z@FLJe7tV^P>bmKxdAcC)N7I_Q74nR?dNuZ^t9pcBS{*qfHhia0yWVC8cQ91u)=HLP zT>=l^s65l!z`x*PxSZ-7!6JLES#Q|30JVhP;2j|^qItb>V5Zfv9_3~b6W+7@MIg@) zw>;kL!!D1fb=)cCfZ+IGwadd#E18Ix`WFkm2ImIK5>4~-j}B9Gu+H~nhwz;aY}>a|3rR@X4nX-Z-?f+ zw$dK--m8)10x1;y*ya7D_$p`X?jSQ7!l~C^dWZKiW?W<_^S&x0_-Jx`hq1_MQBD|4 z)FsIn9s%v-obhr7w|-i%DYy#%{yQ@Tdt^Vp=N|5r1M4)w6Fzjp3ve&Nx|+6i4jefd zSBOcCB1ta?!xlLwnIht<%=>?a3MQP(u$jaqU7|7;ZAs2H7b}F9UXu|s1%am~?RgP0 zytBeK!qj!r$WY#a;WbkF0`P8ROjeM0!u6SU*8joW;<|Ql1Nr(K+gH;_7$QL_$Zy5? z1~vfm9bVYZR?TV7o`amp;jnk`5mpV1>XUbTAz3JY488ck@RVcMMgq^D7cXo^0vkwh zuWwUKb8Bk`&i1GSF(*%qfr{xBPf`&d@ery2oki4FFqZeyoDIcLIMb|>`)T!GL@TQ+ z>n}{LrtNh0l(he#egatW9U?goLy6y9Y_O6H2Y%w7viEpOY3AyhpDYQ^LIfjvHE6QA7j(12 zd3O%MQ7LkjvF+=&zOl&k4PJnv^DN8c)lVH~(%E7wcbt7NS&`?_nE4JR2@?(b>RhX- z5(g$^vjAhux_uxo;YyMCZLLUj*=nZM7izSI}0sc?U;f*|OV_sTAJun$$ zQ$VTeKh9m0x|!pjkMZe_a84xk&^KgJ5hI0rmKGZ|W>`YVovFhoLH5i=fzUKT+bHQF>1D-16x7X(-R!&ivEJYvWBR%7*6ae zd6I7e0FnA#ZBXaGK|_;J&%&LdIyku!XoM~ZAJ&doMbfWv^|d`C$;)L574brk%T??J zS7NyKTIKSf5YilnxztG3nFi*vFiR8!%HL@I5ck-^G* z&B%25og!SoV10&t5o8~eOue)JWGMtja|i{1kYY!A9ya(7_lC=LUQX>ED8a8edMNEs z@~45HVYeQDcP0!I(XrvNR*5{908`14nSh@FNV2JnL*aCNx+%h z;cw?ze@wF4Zk*H_g7y5^)YNtA(o!+C9O%RdOZ*w20RZq33MR=PR>pbA?FOJiLUVbD5gEIzk5Kew!K-EZrnrs`^M z_*`bXHRUQ*q`_zV6_?0kWW#0m~xW;|v`SzZJo%MJ~T!b~-_LM%b1vo6g60z+{S z%d{v%ec+j9n2Cy(TXR=N3rj2ij9iLWBU*lsCswh=6Q|$(Djxg84xQpUC>0anLq!h_ z9xEKtSKf2J8-fa05-R8E3rY$KuRsFi#snxjaYFG3Gz(d{n1*PS88V~50xYDdpcn3x z=4a))E^rZ14C+N#sY&8(%STA~{VAc|T7W$G)tOPhnV?xde~}%iH~Wgh9gqcQk~#yg z{vdmZe7~%*da(@&o2qt6`Kl;6+u>{o9wDF$TJ4!7t*Z`gWBY&b@TA`De3ED zn_?yG9wN23z=bi7%Wp#DH?$OI!zY0P-XW(ABNIYo*i76}#i@D7IA5YaDnOo!mUi8} zbTC(NFK=OZykUe&Q**c=jsf`zvz2ZLbib|#{Ln+QCGJr&v@{0g)~Ad_ocS(|!kZE5!hfo(U@I zuBs-L{*|WkiFqM!QwZ_xYhc!$z-MB=g%e7RY6+z!gy6>FtT0<Tm&Lf72@Op(30lw(|mHQxehvu~BEgzAruO{fC(i?0kCtM!blB@9>L?93H0HbH!RNk3p;zji?~#3Qri zJrD-f7mqM+y#r}VA=sl|&R@4^5FWKW7Q#tZi*)o0;yb>8?|!YsT^Da_ad`(ca&3Ot zL>07HfBvkr)hB?6A~p`Z_On;nIuU>axrT5Gradi`2&5lxAY)zI+ECtk}x&ea46A1C%;Vtc;%_Sc~$qH`$Xy>2y zRoqZr;j7^XG+&0pC#mf4D4e;nor*zEyV@c_K1FFZHp3h}yY&^|=P9Gbr5V za=V+m9|T~({<6v_^Q5v+w0N;rf3SlG3b4_+=6Vj{<@x^sZ|H)Cw7eYyA5v0QI!|@h zhndGza57wsjw0l)!|&6d35HZG^yWvbzN~fDm|$ z=qf0~YJ4lmVvrchAgsMy8F+v7Je8&Qdbgt@ZETvVp<-mZ@)47EajLbT^KeskzmWJC zQ~V*|d9as~5@+Q1$B$JAp+{B(2Kf(5h5^3R!c*bq|C{J z??y*3+jMz+q%nThQ1(<#jE`9AWr4Jf9{WA!NeTil>->4!vA-!e7zvY!iFhddlb;kidhO%A74!(d(Ro41>Lgb?ZeI|YVL zmSB@7S=jv9@6tgsyAVx?xKsFDAm9=V_}I7mghC_G2(Hzt)UCu8{GM?(tRD^ z+y({^KQQ+rV35UA6=|mRB8?}j(BvOWe5rrSJ>{lvj`zzz zq7suF`Bh*jLV+r1CBqTkZhyj2y(+SQ{?e153Y%tVbmsCVx?}Gma%B9LyFX<8)62Rt zrOCXbli;j59i&tYeP!Hv`BwYZ)O~^fQzKpd?tT@B=Ix7c}^g8m{K&2#&;aGY=N;dC(4_oEx2_;6{ zd^jF(T605J9gP&w8Y>Xqi**r$gjZD#A$0L)rfn3j92VR*ZA#44Ir|h}IY@`loJs8Z zw!VoVZXtz~`+(95x|t01x;qpPvXV{&ynUF9qpzJqWq=)mUzC2fgSjdfsrj>Fys`+m zZyP2CyKI6^&P(PW_FTpAuX|gg8_`}Xnb5;rVw8T<_De$=rzt21!Cv+wGNb*@25<9@ zS9|66nhuz)F6KiLUTiQh2R2_koFbNzHtfheN-R-6L0bQWCpqxRbfkfRv>TvZ#qj@2 zTqw|mg~Y(1?0naanlb9^neZh7K)+viROT`DLI@McG6n(m98AIbz!kK=v{>rm+*xDV zVD5ZJ0(sp+>TxAMikhqzRK)O#*0xTsMGD%r2_jC;Q_%?RdBPL<|!)8Um%xvYh05Q;~mBkQ^B32@3(0rOR(;+8GhuIw@wlEkJ z2i?j>$hF(9vGzzu*uW=KQ7@H+cb2odpBNHUuQ&TYm+F6hm(}W36^Ig8Yz;IJCYNbP z^UG;m=<@s_Lq^`l8dP>GfAYq{&IlwTxvUVtXoR=bK={yX5u)s@sA8bsdL|RnYxHXp z`hl|Dt$PYzekLMvRUoWm<*0VU|C?awZU1zI}o&`Rc2J=*RuXhr^N~7tG?hsk` zRbxVJH@{8{Yi#;0zY)@iI~oLP{epxGG1DzJDV}>?i zR=eGdb#12xO`OdS;iZykH4*<(hG9j?t?gus86>bZB9 zH@KnY8agR51u%;IQvD2i^1+l7w9uGBPuQERA{~!T45(x^60S6~j6X?yL0pmC;d$U9 z1FdF!EyavU#(-jcF)At(HgxgZJ`z?wL+%g1Va|TiHush z1?>Pt5fI1W(xBD59;YbjeNoFn4c1EBw%n;y*C3G)&>WkuL3gW$tx5G{9DsMt+#rgS z4Bq+k(fD}5UR?*QGKzFLj`7oB*(A%Uya}@H1-4bb!!jhJEVmxTngP{4cdiI$z+evA zQ6!awCAZD}e8@?M2S%S95efps-7wCj(dz_bm{7w}r{oW48%&*sy3!Oua1nmxBtx~t zX9^s7n>{cQwBXpdiQ2KHo2>Mg$=Il>E=4pr(TcI#*u5Ri@tecfT5zmA21YqN*s7;r z_-`z|*1rXK6~9Edu_?&qJ{I9Kn()XtOT{25-)RJC4RUJOjrUYg8Ob=j!&dTs+3K>P z=IHhYv*KH1FWxo86E_g}F}a|V{aT^+^X2QEn2Q&7Lqq*QA0(P?*)x;wlsFq&7E}LL zxG(Q7%p!~<#wNFt6><(V*>hr^P3?-e>7@<~&@bw~xaPkSlTH27=+}rf?&*M}Kt@Ic z-AseC?eCA0Q#@t0Fd!-8#e@Ap^_vWK{9uxa+!{Tgn|m7Jd*>RdrmH3g&J*zQ*XMwR zK)TYH*F*!26t2DmibN2nsVRF*JwspyBCh>tAY9WR5&NkEH%Bjz-xk7k=n5-To>Dkk zldj9t$C(`4!F{e~7`eF2wU?ZNIT{ksC+W_*8=S1lTaQf~Qy2SD{dkpE#g?yjbD9j> zsb&A0yq0l-_)A{P-Zu(P2$_0I_g^LeWW80il--32`;P-){62lt+lwN45~YU)@hb1| zc&_GzLfe};1(KQs$_v75hNt&q~%d7JZFD%(0ZStbV+KLfq`cG=>qv(*U~ zZwNhjuU4zCR@glaL8V_3o@&jWfxNB5m-|+=@YMCPq*%or6)R2o)i(Qr4&r?cOwLsx zX_`@Vdim|XH5vX{*lgHI4Eh|vhr3wuOERA=2=WY(k%HpGJzw~SNrxN$lQ8NCLs$U# zK^Chv?}%s?Y(JgfFeAqLHfE)Q&->@hn8VjUf`~4SUbem=_0GyzVA&C^UYrxHDX`|7 z$ZxEXHwgt5&YEn@L<^frN$8&dMCOh@3-B8JzcmTKzIYx(&8ufKBt~wUCCgwxp=!}D z-8{|^oaRM~)LSb3eycNX@X3ByZYf5F{3AjK5|sYop?Uf^Z+A^M6mh-!0QJ*o1u|O5 zDWaeW>udf(NstmDp2%hvh@gBFB(VzVZo5&)eY7WyO*UDx34O}>ftCxV2AP{{aY6%a z7{f#q-sJ#n_e`qIQup#+TU`e}*u6Y(A}DNvJPHpa7fU#0$`4D5G8Fu6ZR8=je55-x2(#ZzS%y7AHhFC%3 zgn4UNc(>qp@XaM2G}^u^Ai>$dt4NnZ5+dY&BRMy#$%x-js$pmpi*d!b&(FS#lE3mL zT8=f*o(1{gc=pS&c@ac}UvzCW7c4iy##)NI-PIjFbd#{N1E9{3L%h`?7C3Vyd>nA6U__o^O-R%xPs8VISj2Z zyFsB!*S6_Ah(dGD*lx7Z95joosjPcBf0I}s>dNJD_?ijZu5oDl8&=pdSUbuov=KdTHmpoZEW}` zN7a3dI<))m^+EN6CRm_LLB|UOdAk2O?Nk#KVnwDh=kV`clV){)>}Y3bfyYNzRE&qPd|+lSsbc z?QuqF2bmraSn65k1%rhbWLC}$z=Ourgz^L^HVt%`(6i*Rzh1f5j))51|Bg`?Xdv7B zn6v--(nF!Z1112jBvTwK7DD}Jn2X{tz=&Z2#N=Njt@S`b0jeshPuLcE?R##H_n*WX zMU91vBhMtxS!I_0nV0pr7|_N?VFy3@EMyal?Y)-ied}?rlDyYB_)Ttqqvrl;p^xXw zE^^djWhGEL=0XUMBvso~dX1Ioz02jT^JH30&f8)C&%+iJTn zh}W9izs@iwXs)uZuEu0Rt?!xqwn%-Q>VZ_zn*+Ozeb*nEk*$I#A^wnID6Tr{a#Q@? z67_lgUV0Pl*QQJ+HXXdF*G3%wKB`sbs-K_J2_X+*zJ2sZ?^a_*<=}w~b zxoBS*P1g1EU*;D$C-D2Z9z2$P9V2{HK@<&o>4rXV2>T+?B|FQV9^$7uM zZi&C8G-~niPGdRsHEh_!*Y^8u9_P(W#TBSIu2!9f^Q%9EV^5%YN4!Hk9LeVbvDA{&n8y_sa}Pn|VN97tf84Iftq=kc0K~QyZ3o?j`IL^fp)(JbY|s(t zj0V70$rKCJ3vvWi2W9e$9RtWPTrLOzwglnaZyn(%(2Ch=o>}wH%hdV}0tfny^?ZdG zgC8vONCB0ckw`WTT?h2>LYQ3n3K;T-ge@M2yMSu0gakj^=~RM8te1`p)Nbpx!Dg^Ealm%%mv6uxO;u!KU_5{zqdW zZ(-M2492x(a`ON6$~77rAVLV#kR4;wF@E*V+(IgJmY?dfJ}Awf(VxADT$w(;rgDw{ z{qhMg^+Nf^BPA{Uj8CkjRG#vtk6LC<*M(wz>X}HAMP1wb?fqL6XFE)hSkX>O&r1!A z-L;}}{C|x+$k){Qc|`I2+m?>$TURbn4gi39(sez}(s)(Q#7{9~7;f{vvVjL_Q%dkN za2)ARh9Jl`eB%}=^t|P`i$a(o0l$T|+XQc8jdo9h>_hzrtJk#2Dah-4&DwF51!`Dh zWa3s9aLli1Q9IZm5g*XMyM|n?Haq&GXJGq6tY@%+b-ln;HWK*}KmQ5Yka=>1$7NLh z_o)Xp;|zQTWDvCu#I+0XxZ)lI}nI#WTu zDt@d*_Hv^ZE$0PaX;BhziI~?Ywlcj3w&O8>3`Ec({wMA^$mrNs!6G5?gSGm{1jABN zw&$UF5dCQQy0QrBVDF)AYoveqI(c&@q6V^&yVO{#m-y!`fQA5MkEgLQxGH%3TAW3SQ zw@tcDbaL5QFTXpuQ-oD()>Zm{eEC`__ zo)RFlaPLzP{W;Dlbe@b1Cvvs?oPix`{3)K)4f*~0qRsXab@uA}B?wI(|4d7VrAPwd^G5Ew=4U^nlqqqf7GN zu?xr@|6j2y<~uDRfwM`mM~j75V<`CETU>A&ySpn!8^dq+(Va~+_X1$wpUsQ`>Jv(D zfsMAhP{P4?5nkAkO*9!#cQf*fDp@FywN|~@W~d-m?kp*H;Bc?OaC}yBSz&PM1`mbR z;{)TPPS=GVD5C+OOn$yOuKA-&yWR>0;Ky{l^3_3%a#Qto8eSos;EbgHgUcq0r}W(< z*Hqh7V^J0Nwv2*iIlT4`z2t?g(FW9itjxUZIr9E0y~@MQb-06t`{HV9uTS`?^kxCB zGXVnB2vqEXEN+oJ5E(;u4cAuk%}LD_pBVOo6VyB!mu3$P9Pohd^d@$H#3Oec@wsbC z7IA_t<$tJ9M0bZ0{!c#N6UH5CPk2#F>(ZIWz+SDM;^YkArfU(|d_x1Dr{a&8|kwfv=X?)&Y6B-)($ACqUL(kPDJ(xvn<#ig?hyHs%qd}k0a&IsXYPs>&nT8MgvJfS2N8ik`uy45 z-Jprh-n55V>@<6>_(woGWH${o55_CLi#+m?sEHa<=F61u;MuKptyqRZliE z_T|Sj5kAJVI~;&>6jv%#>lcpDaOkHOs5DfeFLdDZ;*P$#P`gMJm-*u^)71!EZOW?I zin6%Zgx7aREF-auM@pJECy-PITISubtWDBqyzLsG+qYJIe@(Y40wr39mz-t{ft*86 zg}dHsmrem9ZjHgQ$Ax~xkFq*%OFMjr!~vw3w<9U094qsbC!y6$bjBH?309O{L5+x5 zoTUg4o|dN^y93l>`Nw#bY~W?Mw4hLUs*3kDS0V3!Y<#2v?u7#a&|Dc0BYr73`C@UI zjdDqX>{RFk20+OIy&VR}W3iqIh=2#@vjNA*tMsXNWL!g&rm@omQgAcLZBA$?Q0c%j zlbWFhl#EVS_CR6{9xWOsPa&9)X6%@riA>~4h<*rz#b71IyZHQjd^w@|`{oO1r}7-> z2;ir>;X7&7cGUX;=5`!7Zq_vK-pG-}8TkkI zI!*sj9_A~+e`1icDfG{v%C*ZS!6p1JYhqWIBO>)7Wij(`x}0BKCnrC^U6Vun10GmT zhyYWP;X+V4Q%ZKeRJyw3%*TeaXyi)|c?zfEJnvb}}V2 zEw`ajFCs}BVzaw5M`N(;Xzy9zNBwS%TyY+54ypJtAUSnh@p=WQNl%WpO2+Ey=ww=~wJ0N<^%>=y$xV%guF zjD(DjXKNy#A(v6Ht#nU=GNVHE4Bon8-6ftJK1mF7%SWN9^3|QuSk&lq_{Skqiunj| z%YYI#k1%0ua7Y~nzKagml?9)!<-QS-Fs%Tnhtc$R2B?=(6Ium-s@*}R)=2b^LRH>& z3(rls3FMv5h*p6!r(eAFeIQI%e)KI_+f@M@_6WJm*V2ZaQurH$uaUaG)McTabxAce z;98Ox3FV>SK~e<G#@BmE8L26gefSwHtWPS>|l1@_r5vblBB#3W%TDXp5D6Q zNZGICQ5x)oXNN9TAx>}}=qpmK96_~9;mlx6D06dU!`{isVP$ttcQpv+QX0va% zGeoI;aV_}H>ilTywd*NS=)+iu5An1i{qC{uWfRey1DB=LLUk3(bnWN>Z^zPhv#FY# z^mA8@1(qEl$L&g&f{US8R;@PE15IKl(V}D?+V-b2uW7_hbm>l`BIX}@zF!n_+oxp-XI zFI8eaL7{#~P@?Dx9mtypq)2%ZPA)wPll1)fRDw<H0}Z{dWQ5N;gHo*?I7T}J{4gv`I+pAqJcys$vGu*e zb$vcTb5-B3u{VJHEV3!+n(aaO1@c;ZV7erR+aw!$SCh+U!Mxj>?P%S8*T@Gl)v-@m zXWhh*VYE-c?;~Q6VlYF-skE|eW>XGO<<{P+uVuV#i`Pykuf(cfr3OZWnQs(785eMc_R-6x^2F zJX}0G4{7x8n_UbT^zXNfFsFlw5A`1Jf(_(Qj8R=d{6EgB1Vi2NZYa%RN>{a&NYpJ0 zDCy!|ntwEt`D@^OW5voqV@Z?O+d+4oruZFdq_B5uL{2@PW-T$-DZJoWch``6%S=cp zm#<$F6_kfV_1%csc>?P=i##k}P%G4_ z_Z%UYLs?C|dlv52r?9_Tn62b%>TK=1Q)$b3vPB)!UyyNL!i2@bHb8ykmhQMK` zn!CEn&ZPN|)&iMHQ3jEhpAylg?6im^RE>LghjVE}>klXysP%lyg+QHG=p+KQ8*R01 z(A^N38D=;fdhXPW0x!Co;A|lL!MW$zs;zYSvpo^9b`~LAs9E-Oms3q6DW>@@{m8&Y-E2zYj3G ze=Kz@uP4vUJWaY8QIlHrksFLOFweEL^j`cWx;8COFt6?dN&V(%df?;+{26HkImZhJ zRs5kq=|)%pl*80~LQv~$$!w#-o`yF{kS7iV9GI%XT_L4|79zz-NrycJvL9VsM%MWB zw_)~mlsHH2EL_}iGI8zWWhfy+kYT8Az4FbOUsPyHz%nV^Z82rAEh+j2%;KOC#>f$f zDi76i%PUyzx(7c`y-*(k$kv=u003j6S)!QcU=DC9ADbO?ag}*voEZhpt72@_J+G|t%7I=zN8bAL8IrP_^QV9a3SV?uof62c@AV_pOTL1io&=g5 z=fV4>35cs)C;>k50%G}am}d6#@Bn-md3kj@=Rinhy_T4uoOq1$#IGwdQ+zE15d0|k zB(ecVLJJm&rj=Mcgue34fCGia3;KOMdbv9ZVSEI%nmp!LSn}OkXeI8zC(AaCiCZCG z{@0*@*O=dgF@Shv*W7BAql(L;JJfQ*>QSYi907v|kI_pR{JP}!X-Gf}+#|#0qqT+z zC`PYuVhTU3hkuNYWRkTZqvK@>WI{J9R!V?+*k+sC(6TYW5lTw|LLU-}GC(UO;zY`jqndh{;!@s5Ew0DL=x&9e%k-*__5Tej-<`nbVi`PNL*XxZ2pnTE&sx!N>x! zgoNtU2BvY?T~SE_veyGBr)wMn=g{~hIS9D2Q@YdCjc9K673R<2wmwJJ9mjH}@9F8A zeXXrMrW!zo)h#|fG-94-v1gh%Gtm}KLGa-s#0h8CtF&h7lDnmiIbkkN9$vEO*o*JR zy@mu-VvwAK7j+#=pJ66fWh`y~g;B;K_7n`ATn4-cTBE-ADu8}Td{W0r``>IaB~oa9 z(aSzF#=MNY{>Eb@fkivIL#O%-yXg<+o37G%BSY2_vs~*f5}_-rP6+@U)Y>(FBm^xX zQ+i~9HiZjHl2(K9lWyEZ;q%|s`rnag42#Iniuy9?6$2Q9JUUt2hws)>Q9g*Jy=CI! z;=GJ0m6U#(Qn9uK(_(Sb)kJBy`tf^no_KVmOqP%qFoVT^DH8yCh1eqq?!%RtbLdQ2 z57RBE#IoHoUyL#fo#cM~aFf8JZRrUY{@T0%NHrzub7T@hu@1jI+<(~rez%5I*Y^`- zAthoj1O~X_8}AqBX_>h}O|)GIV|7dheaDj64CrABT#o1HAxco4S({xPeMDwo>x|IF z4Gj6!dv^^k{qwi*g5!duyR4%B!neSbONJKKA@&mta@qwUF^{{8mDa<)eKs4ZyEDvY z$QhLa_O3gtmHUI!`-@+R*{iL`p7GqGBi3|Do7`_)^^%tb#epM53F{24jBtOjvgAU_ zaLdoo)oL6I_wS}GvWNP?^cpTFg|+2Iu``+5qmi)Lf`T8Gt{SFC=U8q<(S1^EclpYn zaGQ~$TMb64E;eI{Otj|~M8>^_uaIbwe;?aYW%j%WdNq>te-pWlEp)8!zcBm_Lfqus zi#LExr^r_N?_UVA@OB3omj$jM5BRnLI@)GpMWPwuoHzWT&Rcu;p-b9mlT=Q8oH+Ei zKR5(`!@e-5ZLpf5|DQP5Isk-oS?hRceBJMEV&@_Q2RL(HSkgv~rCW17dNUFoY0d@Zin8gysV;CR8V?o}`%Xdq>YPO<2V^IJ69LqV zazeh5p_`P~Lnlw$Cn&e4VG8`oE?^GSN;|?Wzsk^k`DXd95Ct5&FA4R+>dh>j$M{|d z>Qn6+2-^4z%p)FthKbg1?v!j8c=Yi*>rk7hxmVieKMEB;uTlpx@tc;2s#hKlK^Qz* z7Oibc#VZ4te^MM~y7&};zc@)(>hAD}YxX}$ivQXx%<%X=3OQ#Bjud|b7ff=JWYS8; zslaUW`&lY&-JqI^7762+iK;!#P5Xk**PQl*&$0&*jT{xP^v?X|eTx3N0gHuQg?+Bq zDHc=^gq%}R{Y;_o9E?^keCt|EWgZJ*Qi72TUO{{Ym)J=qF%hyfskYdS_ytfhjHvv6 zf#S^?^f5w_nR}Ol%^jgDGatbMh=l_%tO$weI-i459(BHkM@w#QHbr+(Fp&b;6k!^^ zi+C*-OuytNb$+$>$~*R2??+7UAQ}H>;z7U)j$4-99UNM2Es2uCD|81_YmkPD`ZexO zaV4l9+>ff~=Z-b8fueyuCK5J8$}cpg91?};z2JExe`gM7Wa@K{*7r6`2h7q(DZE8Y zETxvQ2weM2F769Ts@@iJES$4H=a2WcHLTN71Be!$lQ#@E#_?)5l+_irH>5WP8sJz* z?R9q(8!864zCk;i7^_)U!I#MO1y7dgAMyU+Ydr~Z)ZH-tM-e|-Q!OY!;Qra@xtzhT zK|HGe0c6faX2I<4XzRYI5VWM--<<|36xx1+hph2BSfZHSJNuEIW(Ggy-}jMx={X$f z2nTqWce;62wHU2W+y6VV+{4-8)TRUR%3TiI44 zp7-3eG%haIz+A8)ZbmF@7**U&4^GgD1Y5n#<9~p#+XRd2rH`z|i#L1ezEh^P98PfY z#784ZVkDmvxt8RLN8dOKWdmTrWVbrz&pp0MeUON|k*T5Z&HMT+(<&%kj*=PGaf=#M zFz57S&738(tO~`6pLzA)zfTKUvSe`YH{QMmXj;pg;H_e|z8f0}fq`&2H;<7Ey*mQ9 zANmM@;?wLfw4KJ9J=W%x^xi&;5!~G~eydzY-+LoNZByXO{4G3>sG);A9L1plm+d5j z0fS8KV!=MMKOPW4E&OgOW=YE(xYh*zvnZhlIbb-8qNQ|LDBs4b`%Qfk7SyM3v?v}# zV}YQxC4PdF2P>+Pnf`NC$p!B&&(OHlj&dTjc# zy+SGz)GN^PA)5oW`rlX!ulm;HpbjE%M?*miSNrOB>y5UsGF&Hd;os6CUEys8la?sd z!x~ICKjY1rlrXo{(Y>Du$kO7P>s-r2U>dtpo$16~BdV7N4HZxySueV#SQ0Fx4@UNt zycduv6QBc7X08=+DCH}dQx78xd+2FiT)I1Ga?7wyTJ@er`JD1-N>z5PfQS@^=G2oY zR7z@>yU~FGXF?R?b$KTBE4MQMjy9}C`A09N9#I^DPOKWWESd(`nG)D1){Ea8i-hwd zW1ka{PD~?SI#Iv?Q>MSHseYYkw}7Iyi93HU{HzY+*-CO$JC~rAnQjJ@EBj+c(1^$% zQZhg{0EY!|Qkxb2Jx&~pxc_sGypy`TH2g5tkm5sOH`*3RJXVKi|6DkNeC;b z4KVE{`(UJuFc(mPR{MRTWW68yF|t1e!iD>AG=vKTjX3mrjh7&AqzRe>P=A-e+6#M* zBuam2CJOTS%0pQ>jPpw%O%nbhoo)X45v!tC*gE)D^3BQ?zyhti8(XhJ3fklcE z69QH9GygPmf<1^|^wTvRpd^<+@+_T6aIJr(*Y2O$mQT)XOY_5`Q?dO#!mc1r#44Cf zbYZ{P-M(IcLLX1*V8ECFJ}^culEt5U%ipjnTSmWPR|id$ez&kjxgJ3Q!A|sAVVB4C0ClYT7n>CgJp|?bHHt5Y%&9uah*4zTtYK z2BQlTK$*5jGWJ{fPBWfIJg6;RHTAAQblt#x0bsFo&IR;mJfvH5EX*GyYxisq-b+*IK+L$!Oe~^}08CLuS;Po)7hVlqYy>CsEe(1)3LL z>&Jng&!bfJnu>CR@{%D{i4DbTi z`kv=@ms#u}`iX^o6R+wm1VY5dY0GO|OTJx|#1IPu=k1cx(^1{S8TBvUy(L!tQkjSE zW%AE`JWm}43lMWr?>5@J>mwl<1dsC|tNi~^?`Qpjadg8`d>2F7>@R+np4F^R-W0kk zEtM&mkK@9p+UozX*K|q=VL13$-piEYwbh%pLl4{+Gso0RNu#7uLr)u3Ors zLPi|_mEQbupuVWKFrRo!N5Q3MwT}G{U)Ftx?|+9toJIa51p<&CnbHZ;9yS*}-@*^! zfO?HKzkELef{lYxPviu}1PF*$vn(~(RQG2`-o-pD&H1w*l&&@OoY-#p&M|ovyS_Bt zFDt(mx`>y^Mw}5Yfpi!jej?AMiW(~&xtE4AIq$R2QDV;dVu%J#pRo8jn<5<%MilI_ znqfFhG$<&@&oIl(9aSwy!h>hdSzMKJztc1)NouFeytoxoots`;)c(=~&3sTs*BQ0A zlLIu|<2jz)7TfLFeu@#!J}lt>L+8hX=zO=s86;%<$k%1p{XMu3HES6a5Ecv=BK&bK z!n)S;&D%nAJ!BJ)D~XdR$)&=x8NZzjgw{N0Dl>i6`0U1K=v+3zD*r!G;rV79rH32I z3##_;wwQ@Dg3Oz@UcvRr=BNIrzDf!}S4+2D=SksU!Ek6OyXw-1)vSB5ZOLERN-wm( z@w-$sh;l`f(F1^7x|@^IpU4IOA^bf{cy3Al0YDihwsS}YFLPcOnl%RUP{xZfQ%xgT z+tWtc3kKYV4{Nxv*QMj=#M#2_tW!EE8#|4WoA{}#yiAr=mJ9}qi@1HkU$`2m|2za* zf{@irV$Q6iAs#ZKDUU1GD54FFJQTIXsD{P=6=D#b@BQ$Uhlb)7u57D}y?Cs6b`jTc zBTd8_NwR(Kj zy4He`M=ksNHfTsrNPs}{+JyabWPga^DDXe(j~zNz*;=W-vRZp(O*4%Y!jBDPEZLf9 zTif3q!N+sNlot<0F=Dr|+Of6L+e`c>y#2X0-A>DIE`xyf=h`DzqRP@RR`ah{gUlqb z?g`-o*SiF3RR|l&DhqkVS z@f0q;uQ;=akp6j^Y)#}|k~~7lBLpPm2j$jP3mE)|hjzUpW-JhZKvhQT-2{@?CF~AX zdUvU};DVt4WjXx006-ol>^7EcNvs#oY_$segu>8e&HZ~ zLrfke{N}|^3tmym3y0=lU)fV-#6d!hsls^$6e9Y2I(h4)+*^`|=V%!SRMJkOL~6jS z;1nF9;;7k{8sd6NJzs~N-gRMADoD6j_PUB()|$+D)#LeWf%FPt-aSq) zXEJU^ai%mPe7bM|RMttNv^%G#Zo#(aA4A`r_s3EK%oHH##f4@uoW-e>06K5iQ&jc~8~}9I3OdTJRA@F8B+O=Ml3=S+;aUNrh|IB}=)651 z_iIqt@v6o3n2#9@yD}I6w5_w3W$YKsy4JF;@BQrW+M4L>$P57JeU$#5CMPFqZ1xqc zs;b-Nhlk?FF#w3?^fVW_ugssn9G}HY)1mXaZy=1mm4}UHIfCBq+TO25Ya|1}h zx@MjtLZI{EPV0*;aq#j!xR_O#0ODfh&mZ|E8S=5s5$SQ3LwI$lVQJBsExUnOxtatVKE^Q0+5NoMXxgE z7nqEu;>>c&HNWEHEXeY~0$-w#8RVTP5~MIz7~8}5sSI10oR{SV#apoP0HTF4-=Ec{ zwbp3OMVeLW9oJASGUj;a)lCQ1Gf{jzKF8I?vkmpfTQ=nu?Qd86Z~N zTpZh69NS#1RV|8$o?W; zO&r&;I9Q~|r1Wm;ec9{3C*Br=2Iq=Jc3xlPxx-T)<+%Vr@1bZ4bw1j0E_I^6is(Ib zo&f^@fOFTvsQWVRq*Bh=d~F^Uw^N%mTAY)S^+``0RSdWrO?eRqRg2|Di?y# z?zDgA8ZpXLmP?>S<~g<1j3b_=7`WDLDD-E5gV9acmhOzV*0Z>_@sLL?ODACNf zH~|1eU2cVOnrdsc+v98C+~pVn5Xa(Slx5m+RFY_3uzSyPEGvwXRCBxkMJbb5vx3D4 z01&(AV1)r>vapZ{0Dv%Ct*F!3glCTk@F?Uu6(jshS zsNi{K?ZjZ14+Vhi*bFqV+Xwmx>LB)8mLHyLU!xA1X?ML z@T`!S5Xhxk_3?kG&xVc&hFmJpN=cnH+x_lER1RADwNe_9>9;zf)B*sVFCruX06hI1 zgb<+FhtAwRY9Rw?C8Ktl3Z*pwfCe(R2`ngH_j*X<(K2a95m?1qw>e;L<0ui*<3xy5 z65E=uSo9U;!2e`88OFWFi=EyoPxmQ#d!lO-LcHV``}8(eu=!*hCbT%$0Sen?k1LhO zX)qO|s>3k=V5eZEjX0rpxz9PauR^h1@uyS5q+p9IPG%H7&}l2q2ICqGhFK^8_#gEb z_@qKXWoxDX59~Lre0q7YgocE&U$WXUwVD4~R}WY)P>wb|XVZcaQHlx|6bcsbWz}yJ+>e z>L_=vjOjNDah!^+@>FC=9yC%~@QMRNtrD50z1KqjHD(;esZ?4h$_YUf@?0v&G%FAQ zSWV~*h;t5ck^>gGdJ4F&LiQ>_U$HD?yE^^wp_#r8R%9Z&(gW%(&WVsQ?oU-Nkl(ULOOkh1T8bs=Y%0<{Uj(S5XcN990{0UKtM2vKBI+F8qe_-oFk7AaSoONYdb^HsQhGtWF39NUe1g`>*pX z$~6GUIL$P+I0BiqCc-dP8UVBsxdMVPfEIZi2??NcAqefx@A|I+02repi!;m^0szX1 zh%&)wZ?IlzsLr#Xlh3RPF^58uMv_{+R}Haklt*bM0YHl=OM%)J0zia-%B2DT&{>oZ zyl;DjF!Y}Jg#*O0kqCQUhcbzqlRXd6J|VmEB$?1!$+#288K6alT$<$+GD1k_xzYeC z&%#6_&}v3$>ScLB@s>a-rRJ(Dm^)a+Nh*jny_|tCB3+BZ^bg}+iMUjTjVO$T5K0P} zCt0VF!XI<3*=q*?u+4B7HZrXd=0(RM0Kf|+6$D|UsWn2B^Fom!0G;Pi zfT&A#DuMM(8nW*i000rrR3JE|005W~Bn0v)UR|gbB8`z%n0^^CW|1sqY-W~8eb?_K zLA|2@Fr{9l>njP&vw1U_nn(%3%;PM{)Vu<*7r6%jh%-<)-T625-GWZSMkfS7gji)~ z+973D$euinKmky06^j%tF65FdqmU7G3$)V-8v$Tu6-qX3Mo~RN1NH9O3yHUc3{e`w z+zq=3XQZ7-YlLmC5OFFViPAWVlkSdNgfQDFyL4H*cOhzdcHWA63n_Nl)$Jr`1WE&@ z#40%s1ufDbMsBt1$;y2%Z?#jaI%hQ%+hs?$(x8zlK$udm;&22y%`&NVJE*s(Z=`mm z#sNT!v^hEJeuFHxR({fsvIfHvpv{{%?`#^*E)N_kkpKI-Sd`I^eofa){2Z6?aHrf}q*JAI1<)M}O@c8%- zcI^1UjvZeMg5}O<<5S`t5AP5MEpJcpH3Pxax2Nhi)Ys+wxm^LR)Q6_4?;FdnzE#%# zx`R;hE#YBjHH&7g@`;E1v;2i0ZajVSM)&=l_1xVAP0&;Ru6g*@!1TF|;r|DzvOss7 SCKI^;0000 literal 0 HcmV?d00001 diff --git a/Framework/Keras/Keras Assingment/Shivam_Task1/Shivam_Model.py b/Framework/Keras/Keras Assingment/Shivam_Task1/Shivam_Model.py new file mode 100644 index 0000000..e11be7f --- /dev/null +++ b/Framework/Keras/Keras Assingment/Shivam_Task1/Shivam_Model.py @@ -0,0 +1,35 @@ +import numpy +from keras.datasets import mnist +from keras.models import Sequential +from keras.layers import Dense +from keras.utils import np_utils +from keras.callbacks import CSVLogger + +(X_train, Y_train),(X_test, Y_test) = mnist.load_data() + +# print(Y_test.shape) +# print(X_train) + +X_train = X_train.reshape(X_train.shape[0],784) +X_test = X_test.reshape(X_test.shape[0], 784) + + +X_train = X_train / 255 +X_test = X_test / 255 + +Y_train = np_utils.to_categorical(Y_train) +Y_test = np_utils.to_categorical(Y_test) +# print(Y_test.shape[1]) + +model = Sequential() +model.add(Dense(512,input_dim = 784 ,activation = 'relu')) +model.add(Dense(10,activation = 'softmax')) + +model.compile(loss = 'categorical_crossentropy', optimizer = 'adam', metrics=['accuracy']) + +csv_logger = CSVLogger('Shivam_Logs.txt') +model.fit(X_train,Y_train, validation_data=(X_test,Y_test),epochs = 10, batch_size = 100, verbose = 2) + +scores = model.evaluate(X_test, Y_test, verbose=0) + +print("Accuracy: %.2f%%" % (scores[1]*100)) \ No newline at end of file From e9d69d8aafb2533e8b4cb2c3598e28c46252ccd0 Mon Sep 17 00:00:00 2001 From: Shivam Chaturvedi Date: Fri, 12 Jul 2019 02:08:16 +0530 Subject: [PATCH 5/5] Delete .gitignore --- Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore | 1 - 1 file changed, 1 deletion(-) delete mode 100644 Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore diff --git a/Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore b/Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore deleted file mode 100644 index 8b13789..0000000 --- a/Framework/Keras/Keras Assingment/Shivam_Task1/.gitignore +++ /dev/null @@ -1 +0,0 @@ -