From db3cf7a4c4f1e8ecd50db98ee98dc4761719cdc1 Mon Sep 17 00:00:00 2001 From: Jan Benda Date: Fri, 22 Nov 2024 09:44:44 +0100 Subject: [PATCH] fixed plot code --- __init__.py | 0 ampullary.pdf | Bin 245659 -> 245659 bytes ampullary.png | Bin 100476 -> 0 bytes cells_suscept.pdf | Bin 264053 -> 264053 bytes cells_suscept.png | Bin 143397 -> 0 bytes cells_suscept_high_CV.pdf | Bin 263553 -> 263553 bytes cells_suscept_high_CV.png | Bin 142572 -> 0 bytes data_overview_mod.pdf | Bin 382945 -> 382945 bytes data_overview_mod.png | Bin 82262 -> 0 bytes flowchart.pdf | Bin 217504 -> 217504 bytes flowchart.png | Bin 55675 -> 0 bytes model_and_data.pdf | Bin 217505 -> 217493 bytes model_and_data.png | Bin 105608 -> 0 bytes model_and_data.py | 2 +- model_full.pdf | Bin 271053 -> 271181 bytes model_full.png | Bin 180858 -> 0 bytes motivation.pdf | Bin 198014 -> 198014 bytes motivation.png | Bin 55167 -> 0 bytes motivation_stim.png | Bin 50671 -> 0 bytes nonlin_regime.pdf | Bin 275372 -> 275377 bytes nonlin_regime.png | Bin 58648 -> 0 bytes nonlin_regime.py | 7 +- plot_chi2.pdf | Bin 183391 -> 183391 bytes plot_chi2.png | Bin 46065 -> 0 bytes plotstyle.py | 3 +- references.bib.bak | 7003 ----------------------------------- susceptibility1.fdb_latexmk | 129 - susceptibility1.fls | 967 ----- susceptibility1.tex.bak | 939 ----- trialnr.pdf | Bin 166314 -> 166314 bytes trialnr.png | Bin 23844 -> 0 bytes trialnr.py | 2 +- ~WRL1966.tmp | Bin 26102 -> 0 bytes 33 files changed, 7 insertions(+), 9045 deletions(-) delete mode 100644 __init__.py delete mode 100644 ampullary.png delete mode 100644 cells_suscept.png delete mode 100644 cells_suscept_high_CV.png delete mode 100644 data_overview_mod.png delete mode 100644 flowchart.png delete mode 100644 model_and_data.png delete mode 100644 model_full.png delete mode 100644 motivation.png delete mode 100644 motivation_stim.png delete mode 100644 nonlin_regime.png delete mode 100644 plot_chi2.png delete mode 100644 references.bib.bak delete mode 100644 susceptibility1.fdb_latexmk delete mode 100644 susceptibility1.fls delete mode 100644 susceptibility1.tex.bak delete mode 100644 trialnr.png delete mode 100644 ~WRL1966.tmp diff --git a/__init__.py b/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/ampullary.pdf b/ampullary.pdf index f85b166f1b9ebf7c1500c17f7af881867b7115ac..f1aa6d34c3ab27159a92aa1dad09c5f79e63fc50 100644 GIT binary patch delta 32 ocmbRJpKtbmzJ?aY7N#xCynDC|4ULQpERBtf&9{s1VQygt0LD=YcmMzZ delta 32 ocmbRJpKtbmzJ?aY7N#xCynDC|%!~{TjSS2UjJJ#LVQygt0LB>#Z~y=R diff --git a/ampullary.png b/ampullary.png deleted file mode 100644 index 8ee4509c0cf3e577b66fed2b25bc2e387bf1045d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 100476 zcmX`T1z1$y_dSe-bax9#D3a1KBHbd5bPV0yAPqwd-6#zr-KjLv-5}j1-S6S^{k{L^ zabRRF_nz2i$J%QV`bk~_9fbr10RaJBN>cPQ0>aZ=1cWE{NQmGk{ixYI;2W=_n7X5q z4b;&^-`*HOPT$ei(#Fx!%z(<-*xtd+#+rkflbM}~%GA-()`5?O#p?fEz-(i0!t#cT zQViS#*;Z1+0RaJ1|MB&t0FrNp@B{%tN>o_cHEpliEe&s?{^6mdXwhU>!&g6;I9l5l zQ8^^64^0}!kO0xUUaBb+JEZ<1)x$6@bVlo7iXml-n|s%Hs-vUh7mUu_UWADCz|~ z;Q9LcuP_BqKaJi9oDPdf#^9Z)X=w?><)Qw!07TEhxXGm+FV)nP_VV&-+dn%y6FB$t;Mg|5ddV2alsEuZ0 zbbtQ*K^(|4I(8K()@e>jNg>(U*(oR}*c$0NKG&$VCT}PSewh6ErCZx&fm7Cm`oFc) z`$nXgRR!)E)y+X2fa^QA&sF_;(RsD91#26hiHYew`A(G4T#XfzR$W>5c~}@qSXh{E zwB$mSnbJ7hTeXtCSg&WjHCA(30yP#>CAnEy)azbgT!lY>8h3`_i|E(Z4Iv(08FV1!DB50LKC)1qJ?J6=vPz~_tS+prP4496 zgolTBiltZno|{|g)2HEGp&zP0Q9LZr4-4n^Db8ztmX=0UEbKd9ggD4SGbeti(Oc60 z&u%sm6PCI33JQygR{UO4Y?U|X<>l$FPfkvLR#6d?larf{)l^ZL5J{@3suFExVPb;0 z>+0xG5Y#opV`B~9Fhwk1gSmjonp#`uwX|f&rE-;(@0^aisr7T_V)G#B_$Y``;80M;C-82(E9qis{qBL@kmKYxtcEYuhtoK zh6xiNfQ7_;t6GeNnZD#SrM+y`3x?MTZX1KsBPJ%+bT;`#u!gkq0G)rbSVKfb1s|B0 zB5n_2w$-cpbEn3Iz4>~M+r`!6Q>?_$^TL7xA{_X;|LviKAEq0u z=4y_x9K^(4gcH1zzIGKsuwH6eIIUDiK|xWkw|||Ro4d@%Z8`nxi%qlGx+2jR&Us+8JSVP-0OaUxT z$7bjN$)CPHFc-c3+3N9$iE@X{!7?>g=amsXH)&uOzX#L#llh$9VBx6jPX3g+zWn#k zJ|#7^oiQDu#%3vUZa=TAjFrrSL<$TUEc-GaDhf(lH<75kdzcaH>|_BwvBGv&1Zleg z=V;{@a6n~bWJ+&{Vw=Q2n!o*@={)n#*=-P-7f({u(UG^dW(JSRZfZ&s3nu_$kyrhx zDW<51{Wxw_Rq=sQW@cvSM3D-x(=vlj6fUq5f8yT`xgE0)Z@!vU{m)tbmNe{emqtZJ zEi5U?tE$4Qog275+XZL$TT>HR?HoCUJl6`@f;Bg=ZG(Xn&d1XW>@CnFHFI}uZ4GV9 zEu=;cR|hjvB&h=gI@dLIbwr7Mobz-jk0ZC$VK2x6juTHRhJl5Jvfuo9dw`u6%|k_H zCF8qy=qxULqoL##YIuPfmC$l9cnnIR{$NV)o*b#z%gb)aV4dA+Q12hqC}5M14%6A0 zD~484ORGN!oiu2U>2dmK)c$nRf)tp*Wj$lnzLK!@{`Be72V-O7OPjmvv+=1Zhev;{ zW=K*fI#^+2Y6_MkIz2t2WEVyW$*?G?53*bBT6W~??dc(cTCk7-OUxdPS5a05clkA2 zZK2WVyl z_i<(GhrYQ#>GoeASl9x6_tol>T{3=W zm{PucIk3Yf9TuOvU0pLPtIl=%a?dOKSCYX=z&|P}D;r(2R$4Fc0iQ6KJdE|YXgOWq zLPoEz-N7i@MXb6i;=Z0xf_Sqt@uR&DjzLf9eff%BKJAxzbx?C|N?xF@Oiah+@v26H zBjcA^YvaK*UfE>!z=yk~hu4CF>0o=8-#>iKsi{c-o}lxtDK8H?efZzeLc{Q{=r6z) zF?XZ@rk+()6gE4n$rj*~QEoNIHMV>_{pxP{*S>RXdip@2Qa(7DG+0P~9r^5d$Sjvy z(gz3S>130B1t8-RaX`^lyQ4M-xR=&uElSCqSq=jwK~(l7N+AS0gBmA{or{l;uegY| z>IAj{y!BVi)k^}dS`Qe3;vARNtf-k8V|;u(nB$+p!7hXHGW~YMlDZX?(XlZ_6@2X} zGjnr;-(O#V$sFC^9A-11cw8J9-``%rh&iCsmIMJ5bpP4>UF=beI$~v~Iy#Q&SVM zg6}sgj!hQs2Rl19im2d*hKBE4sF$W+$1(&xT+b%dl3DeiW?pvC7ySH*zLcG)WseN< zlcuYUR3_~Pywm|MrWzEXk1@29rMg26PP?)Y?l#{bkEiL6K@>6LNfaZe!1sxX2}PgX zsnRHE+}AvHjGCw`tvs>Ca*c(gVJ2Yf+ywbV0zRu=#?FejGn3X7}pdf^M$uqWg(LKDRggN2e z7jae9$>_N^TfL9o?%lif@4*y1%kMxk*1dZCNmZ3gcJk5L=&=%iQZz@4=;|UODONB4 zI*`g8UN?FYa(#Wxa9G>D`n{nc1sr(vD<^A9OQY4Ui0A&o@8wp<3zha}DuaPda~S`@ zTl6>-Ty$MUf80an)?52Up9in5NOBox=kw@U#*iqucnO&9qa#E337jx6Jx+_skYG(< z{yYlA!%3qcih#5CokE72%>;9ByP--Mhx$Bj;cS>?1y#F%tmSJ?wn06 zNUd=}TJyK*qpS3bO>~g9d7f8hqUYnK2zqd->3VU3pR`*h|4sWiwLBux+jJs73my1) zHMb<$dhf2|v;Df50uwjGC!?2?yDjqpt@S~WNk?Fw;Nq9d4&E%~y>Dd=!C;#3Kz|M} zpi!F^;yxI0yOoagR*Lx1mSS;wIu_bTXD)XgikNn``Mh+>_grmo8q*?aRtV+XcVK6w#^Q{zd{9WPdPykhm9~FWpcuX-(JiA>4YKT8qch<|t-Ie-^wD zeg5=lTd?`oDG%%2drG+R@?peNr-aat~21UTb z73KJpPP@kjT0)^x`I7B3&t=r;)VbCQg|uHM!y-9?H%yZv!M?*~h3La{@}eypBz4P( zb@%RAGRzmm%`Fr|3O>@;kcZH-amKQlBZW+P7c)kUA8P&!Li2QyJOK>&X==~?e;-+t zPVvJMkOrj=S}70eU!JwzhhM)fL0}!CV|RKJ?0rI7e6ci?bGG}vhQRygizJpskp;ik4%=i8=N4D#gDr3b=Us6Cot-p69l`>UZcQ|y-YzU7viGI~aNe@bu3ZWbS@jT)<- z!=`6`2<%w>{T&sayz};`aS7)`eR;d@@2;nE9;STs`8|oudT}C)HO1!EdJA}YnHWI% zaDVrHf5v~c13B;VZmZGxyTBRVc}a;a+s@^&qg)2eV)D49W zgWvs68+|zyR`=$k9-1x4?W^sSuH+x3bQc*OWdkWdvBrsv{3g66^0ito=pm2 zT~mzAhK-LrF*Ez?oPYm`Cy5L~am_4rhDR(<|4vK{cD-jZ(%87|z5Ieb(}!aJ;a+#` zC55lg-4xvTh7}}if19X3$BDNPAi0Z7InA~{+(mbvwA>)g+r4Z$MnotoI-e%|MT%yB z`a`#q!$;_Z(wk>o|KWP-6{ZrCAA-Q$`+LfJtSOJf<#a*PZY2dfgAwX;O5UfxMt_ui zy;$1pSa6AbxLnT^skhku*_6Xp zCn02Z^IzX~|Ip@Ijue8dP6J-+(op1-ZuibH>(V;)T?ev!%hA*GYxlh&q40l|nSOcS zXZN3nhnFYD{Tj`+y;}cke`Xz9)HaxYRNMOfew{_#W&dNCtE8f@o;c!YVk=Bp2V=E6 z-+K|hw-nW4NnE3pZ+buI(sOsq zuJ#u6JoI?Z!9FY=(Y9gxt+x92@hU@?Ahc50TPP=gwOZ4zx+aTK2$r>b3GM&oJ!f^4 z%W}4G;(q=9_BiS&AM$;2Trcz}W0#9m`^AfCLY6N3PWT6<=G2-;BsA7}3_ zXzI19<~>*%37JJ5c$Sq5^p}n zp$xvI4m2%J!a~Cozy1kN3;J;r452-_zv1;f8IZkRy!b@ZY;AWyv#O;@z#QPRDEzQO z2v10@y8%^jStxq2T)N=NDC3LxQ8S!g4VJw%^8&?6x=3Dm3{kd{3 z&fjf;WS3D7e^0BYaAXxWcYc)S-Lzwx6_@7QZGY~vnGg9lD&u&&=@a8LCRdPoh4zOg z>hw(>dK0Cm?^%Y&r~6BZB#vO0snUG65$di;Qi-7^;*n&IufO%St|f8&_AHwmHe)gp zyZtK9pit=N_a0m?Gu;q%yznm?4-Fn>hW@tP3^NgU66(SnX4sSX37z_hzWOfg2HxEq zgCYKb-23JJM4z|jV`)uW-JKlav!O`zIk*OA8Qyz;v$Rdd8TPmF@F_@HWF?*nn3)x1UOuOX93z+LR0M2nW_DK^qfSn$ z(!ofBGZMO%qe)5*b>7aME@>f2VDb|Sr=o7M_~rKC^;Gv7XPcArePTRZNl{qBgMW5L zs}H18w_bZ0??V$Z?_lM+4}3cV+}T6v;SZY-`u&a68xs+UmwPk*i{qk+Q{i5-Ri8p+ zAQDJHIIpB%!r}ACnWd*wN+f8AW)>DS5*>=@Nbn^;P=J8)Kw|M?B_Gmx)_iDpse2zN zqI=K2iuTOH(yut;o ztQ0Sdb4<|?{Tae=+|%L0n?CpSW+0t7Te`wneYli}3q<|BFW%Q55K9lg^-dB>FVVgI zTFcykq^)@L@~I**!%FV=1Y_a_gXIo-NUzw#nQlSrHU45ZC4F`S-x_(f<_Mkq+M3hU z@5Gjl4h8QRT$W}$6`i>KqA=$PmA&h21>#CCehvyBGHCw?-DZ;glEzQ{0wMGYI86`U zmZV%*vI-I<1-_-8fg4jgyA$WrT;a{C@T~?6jF$src_W^}c+PY-=E2jx=BY-R(THe{7<s<6m$y+An z2)bx}@TzDzAtzg3w_T5~(se*L)4f9Z*GZU-_|&oaoManhE2A}5rek@>2mY9&o-@W; zf`*7Y$sCGS(DN_EXXMp0N6b3?!6t?p-Ao!^^UTtC_)}P+;{{v#ca>Z>Y4RkA%(>v; ziw~uU9hG-~@;T>7^SOL>{W_8Ar^d6sgx}+Z`hG>3LUJxnoP(|R_}f>TaDG0$K{5=_ zRZ^|fg~KeU@$vGH(x=hf76clGUABA0+FYp-uTM5c%G@}vElT0_CYbe@5VW5^x57SB zfm}9@k=0wEMKSv*l0t5ylaNL(87EBaAl&rq>TfqB$m39qoFhmZa)tbpP`7_#W~P8b zL7BgMu~Ex~+~#&iP3v@(lH*$U0bj?9Q(0A9{NI^Jv!mb@?M_!j&f$D$&aUK#l;iro z7iv0EM-98f2`t@QF4jAnJOKbZ=PBJPW$?P*&Y!8Zq13(qmzc~Hq;xHobLqL6?lRr# z1L5W6&B@QNG##N{TaL^gt%^3;{rz(La(0TR%Ko)vOyMxw8ISn4qBli(Bd6t2kFRpu z1FcbhemAQr=BFAOYY`-!^Ysq!L6nl7)qWk)vlV;0wXw{NEnu@-7mJ3fF5D(NJEjix zrm39aD|6QEbE99qCwKAD5VJc(saaTjp_L=Y@uf%SuM>SslmsjYh_fY5CN)YE;hR%O z&Z+U_XowOQ?o<+#PsdNS%9VxXxnI#+-^zirLYHTU<&wt)M!^S1!+sp@;=j2!(!gfqRX#rCAp?CLk7Ilh3CReq# z%0wNebh%UT5ch`gyJY7niKx6A(xq=3|N44o>SK9Jo4)?Dc_2XfXpOl@POL3O1w3M6*Rb$oJc6gTXDVtV_d`DRx7+!4WRO8o z4RIl7w6n9RULGfuZA-TX+7Urx6yW*G-)Z2W9M)YLlxfP%`5##GQFx%;T%W1SXNWee zVwjgUM(TCkH{V4PWxn8GpZ2&|a8y=PI*QHwmGJI4IL2|Q)?xg9pQfBnLFVRjXK{IV zXjfhJxBk*#=ddZZP2~sA%7sJK_b1(jN?I!y*=lMuK8GIalRrf=xzM+9Gkq02pWgj> zE26>V*@DfnEgdo{Y}DZvz>MI&`z=O)sl^MS31lcARHX4?c_Ms-IhdET>S4DeJ&0~a{{&5AKilne!a2CY3VbTZz3gI zvZvk=2qfxagcCZf?AIO>Q4mRmy#a`mXtf#pk{`p|>rmeT@f;>8@tlGpl4{*w*1?CK z!Q|i=Cbd4Km-9R8H9vT-ojbFWVKhL8=vLtprW!42?Iz7p-mQ>7&e~HRAsFCGGXT@+ zPR+YBlvs&6GBV^Z0+3(LNkqvLg%iD9gH2gEZ2p_8B)GpdISoU}3B~mw zus>x0)w%2jDvRykrTd69kAqiJM$-`0o>Lwl?ags?Zrhz8(mDqIRJ(wqC1Pf}~(khWWSM&HndZ|7?limDD94%KLklCQxYb zT2>n+!|yBLtY7oNQ!d6rGtF zMJv^GK5L<6*NHE3{&&)DJ-)6hLPW?F%fss3!fMy??;-E5{!*XxzZ%C#y`iJiuZD!2 z64-7!DPm!X9L}vhSO}HuuTIHB=P8h$<7C)aHbbd9`$b4WMmfDHBymF6+GCukBfbB{ zW@K{YNleFtny%d6wcfh36t@BoSBBVAbNULwe@XX2=mpG#-7ODZ_O1W$t4h7`^W@rZ z0$Kjvt`O?~!D|5U)x+UKmgO{pHTR*wEo;V#!6=P@FWi}yZ>hjy+qwPrs;b+FLdwV^ zEBI>KgYNtl?P4>@TP=_A*jSOVmCpC?bY!U@nS03`X5RapPqD4wML&mcTxfTGizOg$ ztPAVEqHk>Et@q?bPyuqWD@%;_V?SS`mEZ@%A8KqmB-qr_z`Dfm)(erv71->QmFqlvZP=% zEp7N~a~^)xEn1wU-YSnZk4lT^t?RBvYsT>GD4(=+1%cmNkbAh@kRaioeuO&T4^X;4 z+%3X?ArH7iH;2!@-~4{B!z+H9`;RpawjcVD3T9P))`c?Yx{TO7lLAxYk9Urm@@Aac zwH;=2VKy1eGa_|3o2aU;sQ{f81kj(BQc&o=8I@5qJ|$Vv$5Aq$94bf=p97o6qSHS? zs4co#V?|b4C|o(i(6o%WCc|QEBZrPqA|&vE821@JD(W^9Qx1(_y4_u`hQKc*MZOTw zI^}Rb-CE{a{h9^IdcR1EA#5*-GKvYg#Y!Cr8h~b(m4P>1Hzxc`W@CA9;G>k3aCJ%v zH?dyxE#0+K#v~?ogD`I9zR!8evq;1-^gWrdves(_nS3mH6}y`j&zbh%5(jz5NWd7H zRaL9MramXv{DF;@11}R6%m+6OuNH(S@@Gu3z=_`93?S8Mk+obwF?^20wFKSYM>M*O z4UY(Kju&bB2537)%B}Q2|r> z*Qa|Q(|Fk8Q8!TcZEGlT$b~D3A|SDmMO5A#^mYix^5n9=fA^cIG>J`3?JL%(y!`8r z3A!+QORbr?GKm<;RGgArLhQ-QH!ZGvIOMo*_xeSpvtEt()huj{<4ll}_NDZ%m5F|2 zA)do^50sogXbx2DNHB(av;|{nVC1HgaE3)zVw&`(*|bfsKRJp!KNF@q*NG6MOa2rt zifLWGiT5^Wwc10MqQOAw6oL3^u}&Ph9p7NEuRl_KQ*!T0B50HL1i|>6Jk%)X%;{qs z2DOHUM!Qwp3ki0}@NtONlRt+Sm`QSkI1-U$`WFWak6`-gsUvhSO-e-MSwuuce=2v> z2dWQFPMn$7uT0s{FM0acz?qV+D8KfwHkllHmeL86aF@mne4DheM1%ZTb%Flm zGS~9gYzS^TwV0WUi_0IUmrtKykn?rKF)Ed%i}Z%wh*+W(E*+Y*1t5dOG~0{>K+uvg zqF_F;^a{`}7%^yrVyk7vJ0gzgND4fsxXC7;laiooR*e85L7 z0gwrz`K1sRQjX{C()~GihWifV{b@cV*Kxl7BRFWFC%=3F|2i(I7?+$ZB_Sbk`BHuC zy}g6Oqf>illGsAVER52NS=s443co;1LTz3YV1zDCiryqObEi&^e`&_LD|;dM!iha2 z$4DR{)Igr*f!+Z$i}O|(RGyGG8o+1RnnTxJZ)kC*qg_917F{fSa7$FeZx5a2O@5hZ zMDdX-6i;0$&F0O%angP)ESPJ=|4Y$#LN9FfUeBSJ`bDS#cl=9~ z%3%4*r4Z59x1lXdy)_zpS7+yq2E}PypG6CaS}3XdpKnRl_YmSdwXd_wR52+mp-(qme8z;2QwS4$4?9 z#}P3a@#v4Y$jHauTj<}79Vx^ke@%zl_9CS!2U-Eg#qnH-C}UJK>ou46=w1@=?}%9g zI8LX%C@@j01XFe`-4bo~8u|v+^0w~cjOmMVyLvA-U&*|I&-lyG?$h<}7OZWeh%5S3 z$ymP1&DY1Gmy*IEqfgpoeZ#6giVWF?em2Y++8W7jucVoqn~N2?zuL^)+=M*v4hfu~ zT`c)PKpR+!l3y9nFn99g=t*=s?9IaMI5~ zV_&Gs@p~lIHDn;$Jm4LOwoAHxGl_=oKc+4tNJ1hZ@ZfIC%$D&~n7VWqO?tuNeF7X7 z9q}`t#lVcUC@?;-cbLzorK z3qTdw#J>w=>wJ12MZx%-#<(Zq!QgKHfxK45f7S5{Q? z^ztNrFfoSV z90Z^nbbb=B!$UjocOsh0DA$1)`h<6mW-q#?tJlE|nI0+p{rTq=ZcczhQCA?gTCWj_>LrMnfIf0pA z=4>zUeNr_$!*$=9ZcPb)9KK8@!Wgl5X&!L=*-3uX4lg7{1AAo6#I8MT#y#k8@f9)hVY8uk)D# zt3%N6{@hK{4Y^v2od<*q0gx;Lw%Ti_`6M>O%Pvq5h>MHY;YunfKA22A2@QWRNJn9CFJjr+khhLN zyRPVHq*t9zLl;S%L zt4li$ot`7a7ob)05`=bqJFd6$5taYO@rUz3chzg{g4kV$u+sg8pO^U`QRSgz765pM z&=9E)_-2reXpinj(TlxFYOSzq9~&l zth=F=%NIA-y1hJA&tdL#E-ue7#iqiS1}={`-p9 z1lmH0d@Hn0F?S2&B+N#WipdgKEl*DXgW5b1bK9df{4^k{ zN$sa!Ir9nc^^S)@?Ob+~FGeuUj)&gl@<&Imr@`%hQ@e7EUE|x1;<H$sIQh2t)#-aLs72z)9%ov(tThr+L(98WfI)}9f5(WxFtjE$Y8k!(~4k^#!ppR zsj!B8gVKoh<&bL(-gJ3Be*X5&w^BG2OxZ=|nQ@VGe93 zEA%L&Auw%pME_-W*b-XhrCO!CI0~o+u;yxQxEF+C{`qJlojP3#vD2|aAe2a*0dx*` zz#X?iBCTur=XsqS9ftvjXtyHeG4-782ZXmL083Y^0DQYg1`Tub>1f?zcVr|6V1c$B zf-dsm*yLoFg7-gM1Pae1Ve7{InzBuTxW_@XX=%3DUO(5$C&dWSu8H z;wUAOUv8+&sDtBab|ab~27ytEHa1z~%eKP{3kxE)$>^J;)N@#7p@WbL^no4DgiFpp zA$ZGO&y?OQzXAKqG!J9P6AKOVS6E|=a9O&#yDup71yme-x|K8c_A?SpYk2E+ud6A| z{`;0jxQ=||f;=$0Iyr+wxz#7xwd$(bauF70z_4bS&M87K1TAcAxYKQkY;dylzvQ?G z{?nNFnIxj^3k#3(WzyR)$TcHB|I^a@EnnrL!)gPwUS1;kt6gED<9AfnZE-|v|~P+N5>jF2msR-GG@AwJ%& zH!MC^G6&5UIv8X;2mur^6drqQ-uEY&pgns?FHkE9Q~3gTMa|e}M(IrDB1WM>0RsYL zK_>6*Gu7?l3bLc{@yfeTjYHl~I#+(55&g(atWV!(UkdE;Gv=YE~ZxwLCBnC0nlsY}^GWiMrB-yxcFltpP83c_@mEw{3eYKRXf`(f|GX z_o8=t@d*h*x<1!qnFoqPl=nw3L3DCD0JT3wc?lrxlLJ=U?cbLW@bB^o$grAc$z=5P z^`&nx3ClS`W3h$G+kcd2F`WlPW+H`ZV9K3e*-jTz_X|;W7U_&mRTZ*M6vS;`7jeV) zj|GC8C&m(^gQs_`RBf8Dg4O-7lfS>p2xhNQxdm}B){ABzcyo4E$ohVJd#zVQR~mdj3- z3cwFdVA0JOzi$`Iiu~1&N(Ay7Wd3F}Nq|m(xT|z#AmGC5Oiawmr)>aN2<_!2ZqD)Six< zcn=*1sh|p58jL~4`BEsJy`RDw*K5eYN})?>aS86bIH>C?%|aEB@3_U<=bva4yanu6Fs4Wg-q1*(VL$;nAO$2mHvCVr@uZd~t{ zM$IlxPZN3X+t*)?=L=2z@B-Za6@Jis=3aEAQOcA3ZC%S@G0D{OFTV7YkAqV0PaLD? zzJ;zKV8p`6`4eQA>jO%?_AQunnv#I45;{p9qV1Qu1~wEVSa#TQV_kZK!3ABc6)o3= z=1?b4@#;?{vg5cJ`cg3Z0^Dp)W7e`phu^&tg9ol2hK|d6;x2x#&^0+d6yd>)9~G~W zpWgpWl%3;;VIS-ajUJ~RdZA&n2(7e&PC+VQ(*ak#lc`1dj#L8wzz5Wa6*Gc3a|h72 z8Wy{{&;U=%)J~xf9o`a%KL*@orZ}}iW-k0?-b&>O{s+k(q3f;e zwFSxC`BoWNFI?}1#l=T{uwA{D;#bGsnAds8^)w(l3613|Z008F7(CqH zJ@!}>uRgu#)!)$Awh9^FD$AEk?E<-DGVtiGtv&3xp~|a1P2)1Xu1x5qx<+rZL@9oV zT1CT#*&;*natl%T4Zk!gi}t#@4K!txpQYql%NTF*&S3dY>rViNW&u5yu4xnBFHd_} z>O*(xIo!~M>6!K89l7@@dIT;Db2qNZ)Hs5lk|q}BT-cJaLq#vln|k%(nCYPh9F;fY zb*(fnoQgCsR|K*0KX*xf098EoWU2v`K(2_yTCq6|w`oQDh4@|poByJ9t;2rx)W0@V zmJT@sU0vNFAXPy6_4Ng+yQdH!wKCVQ;Q*D{iw{7^6XmrMx}dJbOxTymLU|k;D$ZU` zo;efcY9wLeNbv|zfHhg(4_moiL*&Z)na6BWHkj&OSh-+0W>33ZdZ3GL(i{)#BE(wR~y7 z=-^QFjO0Rn@9bdz$sgH(?#N%T=c2OP2>Pyy2E+$E4XB|#9erJ_o**itysa3k1OxZ4X=-P*RGn3|}%$aB5kTj|r5dIytOw zRdZM1k(+P@Xn-*TvBqRtdxuO+rllsi@Ixqh%gZd)?9lGt{xAKa%V4*^x2zDojfx6; zlFy-!+NgloZMM*}bCzolI={@=R^QYo6VL8!-+L~RL z1&1F#KVCW8C(&!Rvj?18C#VKT`OJM1Sn*+qLDfM4wD*_owJDA_)-TjdfUvRsyqM~A4I&kUVb8}w{^xE!Cm#6XAQG4!F zmj)*Pf{}}J4YK{aA@`6izF>@TEiWz%(?`;liRu>lPg}EW%hUGbC6GELhb=FHw!}Uw z-PNPk1L#j|bvdo)dBEhzt=p$xGE`cSHJWRz@phJ|;tz3Hf@&zJG`3!~{FK0bcA8Ss)w!o7j_az#?C#lT0H4PzFA|L=(lRb%HDxjMr*MWp zDu)2Q9s9z_{nf}EYsE3&yLa!T9qHPZZ3Fm$6v_C_o`E19;N$=~ml$#d@crM+G?is@ zOLmuUUK87lRhf-3Ffr|^km)$j7%%e;G&PiW41TJavDC8f1*8|e8Yci5rwMsAbQ`s* z-@vAh`3x_6VvRrnpi1wbu{g%4l*elPC+_G5BqlLH!C6BCfn@#%gnQ=@4nr%&Cde80 zK!0P8Eru2zA1?+Ff318GU4g)I0MZncQE4R9uf@oGQsJ~_(%XCXHQB@#nkdMz-a>6^Ja)yI79u|mkt@9XPZ1(h>^;LeU{HGis(dAu882%34e z1~fA~08&)n64R*_HSX}(+Sz~A(XT{uwd4wN05D(JAB!F5#_UkSwkwhF)+1-}XSV`y8K~7* zopzMZ_vg9+1mOFLq`)=3o|tC;<=>ClEGtylF|>BaorJ3wHy$B${*QzK(1{0{uC_UY zK(U-2|4)*`_jfmPYW)@JOp3UG9U=ZENA#RTbdvCG8LS5A zHIFoVMw{Eoh8-|#26*ygJ@-aV!`+<^01C)cAj+1_SZ+1Q1Kbf)`04lHn4a}OkU#bU zj`_ZG@C7)2!sE|CLO=)5SA9&UH^<+)ytvKB8Gxb*H(rxD!8Mk8)heo~MLZpB;6Zhy zIun5mk3+Ej?(NlynWZJ#19W3!qr!1})b?iDk_*UA{@D^cHwx~t$tfr(Y{8@O$5nse z1F0Jj`qkI--VU>YwW+A6Xv0+o85uauu9upf?ryjfq%-neS6xCMl9A_n?w1&b>IhfZ zocGk(+1cB0RdE++LYtb(H-R(tfZ-*vji%Ak^rbi?xiaE+plyGrVb2>+f{iXL$f>ER z&GS$IS<3EMx6lX4m=2(tYl}?=aFqtoI}%nyJ#|N!w6_3z36fP<7;4;?U^l=yRc1NE zZfFMX-+60BjE#XdO3QiWfV8jm&0{cHL?%?T91;Z4HTc1Wz~0JK&|8LzxP!M0>|y z$P}1}S5&6XjxL}8$6G$c3z%j8r_TtKYJJR&OiWd<6IGS!ZeF4bkH^fht}Dns33+ZL zTLKiIG0NA%&uC!u|C)u12_YGY+>_`1{ryLG_#Vxx+7GVFH0^<)A0yhNaef?h_TrgB z4nwu(PyItNB_$;-#o5Kh$UL*23d@~!KzM)*fmG7Gh3jToh3R0j0tc8 zeOyz4P8FyV$vSjQR{fT+#zEqo)!Zy7{b?{00y!vi5TI_C1F|U4eKAcTuyzpXAzg9) zx7G^;s8qMCSp3AS_QDC%9^G3@;0Tn@?cX&dIsmowj~}SrW)}o5R`a@GVymEsv%K`2 zhKa%c^Cm!&j$8$nU((Uwwet)aC9Y7sc?=NX$e$hCi!fUM~UM z$+Xh^9PG{y4`$dM*=b!X5vYdda?@o9xYwW^%{I>kCiKWE3nWM~=9G$`jxJPx1p%k( z@pOM>=jZ1a&|u`cpSaW^`i=z8I96`Tfr2JNx$W}Du~RFkSpnJ{zF6q>0?ez9f&(f$ zo-^?E>r;U6U`0NF5W2qB8+%vbMTMQ^=!=!*co_;~3>;3}2mMw>83%EIzXoHFKXvbl z?WzE>zDP<4MFuB1zvFAkNJ+&l=f+?Geld4<_e*a{JP$@99uvq*HBz~0M4!EY2%<# z&{%!!)T5UAJT3?g3F|>N7q1CKEz};wHxP`igbq9vx^A}TA@gVc_FC#uov2a+SO zFXc;DKWPqmrD8sZ8B$nw)aoM)J88R0OCXeId^Ws10KoB+w9h~+?FXr9@!(?LZ3pS``kBcpsk#9`g(<-$TLb31|hJ|P#vJ(ZV{ z>9b9Jlx2R!4g)UcLzCmD53X0zzyFR-P7(}~ns&Sd#U{9&8=&g)cwXA7$AK>TAO}hs z2b=olGfbgNz0yoV0s{NppS2ipPC?{?CtNMH*uE1ds)i~!oALX7Y|rd&Kh5zeJ7Y+A zU<5|cTqWI;LE^YD&g|Ol_C8HaE#1%(WbU++p2ip-E(ttgb7n;l&4aOubi`u_b*;re z3Xos1(NNv~r)$pe0kX%(Gki$1f*Kt8_3PIoT_8LK`r54quwFnXzjEvvG$;BfaYXP) zIX_xkq<7nE?w%ekdw~=>G(c&&(c7$0k#DBpx{I~0@&UkYme~~^ z7w}hd3CA8^b$A7_@iadF(1c)j$ylT5S#^c$ya63l*68GAYH}=puq`1KkV2GKM#LtqfAI7GEVb(as&0zjlhN42#kW+ zLickc-nd^H$I3ySHMrexE%(RGYnOv7Zac&*Z8z(uX5d%{tXEP;c6Byyc<_Sa?{!WZ z-<0r8I_vF<-@~f+G-7JJ`FV*x(|EO|W%OLmdgDHM#ivAU^Tfr1?}dzco=jpPESATN zo!>1ZssTMRBRGO*<`ct=rqf`${&x2JQ@$HEa5;!%t$DD)`kb=0q?^KA0Ebi69-BUJ z*#(jjOM?AFtH%6gl;G8C$QKZK47UcpciAL>e)xF$stKjbZ!-UGcA_D8?|6?1zdk@i zpOKZ=D&kE4gFP1XTjU-DpNvT!GMBPnYRNQ?1r~@FYy=D+q+>rEXkXIEIQBog%vIZ$yQJ?pXPmM z0o4XF5@8Qt#oyU=T~mfQn(+8EM3MH3Pf)t$T{If3e4Y`0U)>?)-Z$77P26E1*M<8~ zlzx!^(QY3Za^0R|NzcCe_+3!#-ph)bC@ScXTvC#;FjZsLW_`A=2y$>Nn92~N_xp_ub77RFLIXZHH^{C`SZ74hn zE^566gpttUSak48Y9Z=8tlsD4vc@XQY7jj)6#1AX>dpcVKQ;%=Iha0`^jx;dE~@DV zIA9F?0^$F{!OjXuJN69^lTcW(2tcAfNV2x9_3A?zuuiXWNn!fVoj!J92+Kpr1T$sb zM=r3dXRZJcvs$-cyP>mkH=Qx-z(PHGd{Vj7$#fSZbjTYItPMObJK3rtiOW!56ee(t z%3L54tkDz009zInu+)t&FQa?bv=kT^SAXgXIu%2RSp-Xxe7ca==zpL+l3WxGwn(nP z?-0BYaFGDw<oQ z5VG6aNWOv{mdkeWwVuO2)({>E*r1>wxl15k*$XSxtjA@Xyv|Z9`Qv0;X}=-qa=h4I zq+WajQZj_gZ6KZlcmdAve;f^i224ozocKI@OoR|3fa`xAbxyqpHIeG-KniK=1W{Gc z0+lE#cqRxDAvZU$s)`-VrJLg~?Sp1Q7x+-GBwk|JLxzPfg#g$HvIKIn;)sd#fS303 z!V9In#x4MhF}JjY$tWoa4@ALJQBe_-lnnZ@O9dt%-Wv)eJ1A)?S)C6bg8E`n!s=JN z`5)%@oY2$B{o=t;K_6-R(!2yoT?4Nm43tc4&;;kdI&@0NBZmlNLN;^?ITj+9ljVrs z4QMg@Z+?!!&Ii-Lf1qf7526e~SF z?aP<%Yu=n`xuUkeH{yn-F6iI=eu)saUu1e}rV3#{Z5O3WyB;4bdXY7xGVVTXp2ARI z=Y<#njRq5#*JgllNGd4@S6BtOFu2SgUZuHVK=w(Ho1|l4AdrO6FGLL9H@3(2u6X>^ z@L^1hYW*oy<_-6?6ivsiW?LC*z%<@|a8bwnqTc>s#V&VgWtjQGHuErx9g3vXEna7P zIo1hmH}gtPx;r44k~yM%?FyMRuO#qoIpFBQp+E6&pHveFpFr}n<5Sf?SOS7a%GLRe zM^yD*k3!4S?Tp2B{l(33uLZaUFfPwJZO}YjHMT3?ic(9>N1d7vWqVfNq^#M9%!>1| z85xdWhR$6-<^Ze#q=I418}NS&z?nweVC*(xWGB10I1H3OJ|nC~@*k5iGu!+q#roZ4 zef9X6?Igqvs^yl|ZoP^|FSd?xwA;j|p=8D=cFv3kU;aLpnSa?E)<#Ev;NXN8b#kZw zn4joc$LD~ke_z~p z;mB5&HnGa|fB^Cg_V;1+jw7)ieKjUDHtoQ(8fOegA7DrZ|G0D3ONxP_(!9h1_aCGW z?4K(7!A`%Lp%uw3#P5r5wh$s+h)l$K0#3d0>rm$(j~4Yj`9XVpUWvTF=~ySNsJCFn zW~a%a0yY$t4&H#GA|R{qJqXd#n!PT42@Gkzs}H7DT^bsK?V&n5O9NH(+i}V|UZqfr ztv9w@EDL?>_F<4HqQQB&^pK~`e@aL5LVAc&W{Q@E5A7v|Y}T`rv&0B46C)!bjU3z# z#mVD=2l90Y@j5#{O_JB}+dKA_-KwUnVL?57mf|q(=Pd=6`!17@SHXjw=@KM%e_kl& zKE1o5@<{9dXjJ{UzJzGHGY(RA`vk-HHgrM9h$+j~(%Wf!R`{*D^=sydt}9*34UgRm zU@Sm}#iuB?+6K1EAIUh!_9_oZH!815HqMr!Xn+2t0@`vw zU-q02MQaYwhiUowJ^tGO#-IT}(^-G4W3xnhx}%@D=n3HlV;MRi_>wZ@Rl4>S6T3~) zpP^L3NWmktHTol3kmUc#TFnhv{B4`|@;bP81#$tviZ+7FC@{siYr@DWm*zY24 zNuk+o<2T`_a$%9ZO%;;HyO+n>o*2bx7+Z*}Dat*Ei*svUV920hT$s(XYYW)24W{cU zg6HZj^I`hbYIx-(e0yZ)GngqJ96Nsv@;@ZTR>Q(->bZcg;dOr{VS{JmX8R`AbVYo> z%arod4VyNCWze<3q+oRQ#QmViP{WB$x^LUa@YLKM?A-L@r-n|A~e_2FRQQ zz>>Imr38tbcSXPiN8-8)76$QA3=m%#zEpyMuKaQ^WeZ6`q?m)X0}BqEdM7&3M64~R zVw3mabRQ0YZ)_bhkXXbI7`r@IFbD_;T-QTrRrn-P`DsVMwn^wM2<%F>EoYLI?r{bp zJb0!!>2l)vkNDms1$9J!Hg7|&NOwm=V%XvM)%v#({bStq(XQ=!rAa&Sx~?Br!P%0Y z^a7;S+3c2Ee)GTRgaj)+w)GhG`2T<&NC+<>mt6+s(eY7kAR0&Lh`mU(DsR<5`VZfZ z1?u;y7wKG`4PiN0bOw60nQ#|vuYVCvqJXrLj_sb{rz7c2@cCPg>Gwo{ghgzt3R&?0 zDumterY#CQxe)2h>@3f(X)4X~Zii#tV<3Q{)g%As>OoLoL?E)ZKd^&Tr!ep$DOo;8 zMn;O(_5B1*^K`WG#Jon8>8RfDLK1zQ1PjbLQGGzz!`udOBs&P-Js&nmcM9{y6iz~kZ+thE6MW#K!xCs77rF#8p+3R{~jqB6sPf771w>5ekR8&Y# zntRC!8{)4CUU=2PJAlI4@(Y9pBfx9txcndu;!RPzKk33g4GOECXRI%j8IUegRvt_n z6fl2oeDpY~1?)G+h9S^^Fde+#{)pbPfA|G_~T&}mm1O5D@}Tu@e)U-NNO7z7_wUI6X` zu!#0&!3D;~$Nd(LBmrHiR7VQH1;HnqbOoUSauYBn6&4p~1N%Av90K@J(BWcG=*6%q zAOuPPsVy)t5CU(6)$;~_iKPmBh7cKZ7D4n`a1HB4Qn`gO?e;gZqs^N##C3*DkMN_k z4G?_bb{IgI3f!-bz;GggJS7dTlD#bDt`Zg+ss%VrP{4P>`SvY%>`w4F04|gdG~$5? zcOiQ{HweKDr0OF>7qkG6>1&S-I7nic$Ib(59r#sHUXEc$*mv=Ukrd%c0KqS_!J87f z+6uEA4ZsFj3hKb#>E{>&0!h$XJY}!M(#HB8hDf4l*X+J1Dk@IiLj)vHRROLFf`5RZ zgHWKL>wOw{%LQ^n*17J&029+b`!8Pof&wTonXK~_z^Fb)+yGbl-_J+^o)H+w0Yb2= zeF_QyAtA8Hwb@b7kN}kTU1biyFEKF$PN5({4p71XBPnQ*Kb@!iU7_}3kBD9kz>Yy0 z#xLd`pb?QFL`mflkyNRcbHuy<_XT@$^7<-Dz|(=@L&$BL)6npvvr`O$Rs^!CtVuaI z7l6(N$j%`ERFnd_*Z5OGeaQ9jEA0s%JC0l+{h_R@I|Mc@(2}H8vuzh!0xBkCBOX*S z18=|0AnaHzKqggV9}oz^DP@18PZbjX0htzP90xJkH6XPQ{&ITXm-!5ae1-R;JGhts zAVGl+(UttxD(J8!DE2}&zG>;0q%sK>-%<1Zd(5^Z@MB=q5yv~XjU--3fA0`FiFwxo z={S}gNUyqv^@Ak?tc z2Vk&A`35FoLptE|0rq0(>HYHWKoQI+utaehwVa86Lbdeh030 zLI90`^$7YoZt@A#ktqB0h^uZAjDcgknwlDF-rT=Eg#6z{RaC}-M+TU#Cig`OLs5L8 zR!i%bWi7rJCL|;jv;&!}U<9P>Kwb-zoC^H6&%U4am^m1viGeU+Yim1Mr)96KqcaGG zac^fJO4kC|H6fhNg}R8#gPGuZ&3{zF(TyL#W>WA75N)-!wIJtgE;0aG)ezkEdIu!T zV*yfm>#sQopcany4IUn3im`=%(AQT2)l*tL5L%&z2Cg@$o4lJFFPP1O`&d7P0g@A= z&tK}$iyE?9pun%w7Q2{LyDbN9fE3U1;Wvj(iQ z;16+eaoDx385v}`bI*Q`QJ|@Et{j_}cAJ)sJiw|g((aH18G5UW62J|GxoG>PVS>A$ zsE9rFogod2M%hOh(B3x~e**K8c5vR{RQREUf#u*b8J^-LWWm4K9)dNGf%LK@mRP*r zFR%h%9^8OOkVIP{EEY>bdj!q;H@QXsvo~Op0(_oayQY(+g~dzzen=0cQ3Rc^z6Uy> zDpm++;jnoh02Bl`JwOU2sr3TuTVC(CNuht+9Dp#55BW9!&n$uSBY%gw@*nCi=Kq>A z|M?F9jr{)?dyJqKUk1v?f${kX!q8-7#6C!i!UO~QKYcT|qq_NrB!Wpo+0{9_l>)f(3+c!n8asX2p z_aGPrj^^7*kjR@F$W|Jkmfh;>mQ}BP^rafWFtO(da3gt zIYK?6nry zIcHS~q5x?5y{@icfCh32hq}O2PekCaQfn&Le#joDhwGJk2}dOw;n%P04yS`;2Gz43oZ3NM;4^cT;n_ zz%%Ymwf9I`=oYZ0#A?>BDyMb(AbZ7igl5(atWBCkZYjBbWDyWxmq4)cp!VMtjLsZH+XLrr=dm+v1 zkLgi3e^Un@zkmAV3KWIldOMrhf%E*t>W958fwudz0wZvnC7#~Ykn`o%Q&cA|5N9~| z+)tM5S%DN<^*=gGBRJ|WHeG5!4X`k5oS^wc&HI4!F$<{&FVL#neww!Ll?tMQ=Qr89 zVAMXJ#8Op$1gb{%yjC=yZG8%edqDKGer&{34Tp#B&+cg_p8zPxYn!(Kx=mr=768V9 zd+MlDChOlu4JjwzO?9x5#=sZ$+@R#MEERU5Q*2`>a*z=Cdry_~B(Xo?coXJC@ z^W3W_%0JD2k?&;sv`*{`IYj3GpOO7B`!ikSsnu85G}u>7!L)z7^Y3nYV|-3?=kzP?p?|-$*v<2Lqolzc{`#;X zm^pm`QnUEuYd}I&<}=!TF%n`fig3k{Y?3o?1H* z2$;VcOO~Qf{m4g@|5>jR1Un$D;JTX`tW|HT8#SU?t|y2J=0_YfUM?V>j*myRm4LR6 zjl}{>O84j^62&=zgoBW=^z1}UuwaA-xF>jE|W>yC(4Jc*5PvePZ>(AZVB zvfezenDbVlJuk-_I-Y_`csW7CvOeW)n+k+mF4lWmOzP`BL*pXTmYi zx!h}_nozlMgHDs9^zB?WVTdl!%p8z%&=}V0FTJoev71Q?PmTW>q>Zun+{cv zw=x`aMY&kNA>>_ggLr5&KL{F92BWn8PA7YSdjn{V@0TzMs29NSM&8@rs=r+jt2-%| zr+-C*gH;<`snpyqDBwxTEAInQ9S>S`lA@RIc~N2^dlU%j!084kK!{qc?r%Y;W4+iA z143dDWw5YaJi&M=;(j}XNUwLOZ6B6t+jai}nvq_^~E zWmRt-pOUWYEQ`yoz<6;Zm;^KOEkTq=QnSwPcy7ZjdV;>_-Jclv!b23n1b)3m5U6=M zzHhblbq8vqI{$i>bk%9b0u0tJ3O;oeizw-qqI#vv%j?;T7|5hW8{`UDkwOm??{mDK z^@zIUu?21DVZAV4@m7GU-Fkq1;z$2%ziW)%(1LzTsz<_N7g%Fm!TkO+kUCX7!!?-D z4MsJ+**7i=u0vH@Mw>orA*b$>2bj;_~m{8>^a+fBI9qphuwRJ#G48 z6*;KK!-3Eua>;6u%iHGcbDQ)=95!SFZWsUY7udU63fiV?^aM%IybGw393r}d0Q zW__qP9$><}e(UMe6;Ie%*J{6xw#@T{Q2GQBYD<=z zntD&$M96me!4c{1H(&q3N=f^*({D~>HP4q28m{CEPOXC%RY-Mc9>u>N! z3{vya+xK@=1Jh;AAsOl$wYB`yLLnktM6mz7p7~LM8HUr1nT+~&NHAh&KWzgj!A6>g zhZgf)du0sgE=Q2{ zJVj_dH|&nOK~dwf966n!>B9wO5)|tiA}#sW)Qf6atp^3rH1#4ae_n@^_F{ z-`*aI!1C>Pg{tSW26>caaWY-uEqBO9O(Y4)bqKfJ_2yj(w%ywUbzVB9Jpzotq&oTS z?O~HI6UTIflu19>Vn8N#1ng(GXH&xHQS)KFwY^oAS7y79+gJTH2Su=ES)EK z7@7+9I`J*U%y?19bD{I?r>Do2izzq#2puK6UOjUF_4F~mJ>P;zjLHk`+7AjEk0vrJ_HWfi%nhT~TEjsiVfr&M z=nmW{oj)M*iu*LUT6rKYcCs|cy)8bLAp~r(vG`qHZ=XV z=1!;4d*IRw9rBKVLh?Nd{?d$ey3kHYo)+{5!EzliYJl7+FWn`)zi5dDXeg4GB%SY?w$1@Be(ZZHxf zm%vKz7I{0Z}xe}Ns+nztr!`*<6=SRAOMI!H=|87m-#o(hYI4hZbS z5M3BJY9Z%ogdx>^hsNDw^pJ|h#g7DpgowE$z6NC9{vN_UtUTZQ+yVibKO7h6BOQJ3 zz#`wC1l|~ch!K>~T>{>N0;zHWdpkJtqPgl46B8R7zw1p4(b0Mnd)tZE_6wBB1)qA< zF9IS%DIOv>_;b1#B zMg;r^w_tv)eFjl95`ur1^>=W}4i^|kQL@m~!~?hxqwPOQYotCMtLIk>cC?FTz>Wp0 zX9sNYkdi*g>m4GQ27z&UqT#Tl3REkOp;g=U0v)lM0^To4e2MC^J7m!@T;oKO#t?lbt+Bk{SaJnzrnDBL)CAU2yYFJ)(_YaakR>Rt*NXS9jUn+-sTIGwx+kU^A|9Rh-K^M16+-CFH{@LkO4y=^ zHjzq%((X+Aln+cTTRXun&Od-hF1jliL&^&eXfJNSXP14&_n*DIUk`JS$S0iMJD8)Y@V*e|No5S0t=cV|tUno7E}hkml5%|FI6Q?fUIKu|W~_ zHv0RhkHTZYpFa1Y`H2!@!~OVITiI6}b-jAQeS8Xsjyb%iE{ISC=ud1;ef?qXKVyHk zxA$`Su72EZ!OX>DZz`+a_$_tt&Z;Sh=pL2_=`~vpgf=2rhlT)%KC7XOW#8OcbMt+( z$l%`stXLv8@%tum;t1QA7=OM{{jPcHPkZChFrp=?3|F{}buPqmi9zc#(VWCf7806N zqarW%GYP&@0rQSKQwvJXlaMhDUC*--C zSiF*L#^}wIRQtkbnM|C^_$^np*NyY*;3r@9{znx&`c3#{K%km(FSd(2vffLD}sX+t$Q-|O8iHrBkxTY)(=70OGTKUwMUt; zt`f*%i?X#%;*ZHJq+kosQIaJ(FGaCcr10EbOr>k;Tr!%8;G|44oNl7|o5v(gF#D?5 zn|i{^q&fAhrOx)j#W?eEPUsLLIrK_;b$&c>BjxERdkVp@pj468V2o>5Z#VlyA246RKR5$?MBK7?^IPnCx3j*N#m6WM?|wmAvyJp-0NhuV*ic{5FyWS1!NX zPZs$_ZASQ9Ao)9~b{-XF|M;BlW%Yfp`#Wq`UCP1mFKMRl(&F+YJ)|fPA_euc%laHS z2fi^kbMqV7e4Fb9hi*I4_3nJVFg~t~VnK9l;)YdE@x_T99uO#BE|=d0OT+O@sno>>WyKvojFmW;BN2#^D602Pp%i)n z4}nczQKV^ohPLr2`43YG(nJNaF4@uCQJ$HgeJCqhI-v?~LPO|78-_YuVT<1JT`II5 zKV5VcQu!UVFEp{Ze3CY`XFW0WM3#er{j6)zu;v=?Qzi3Jn`kHt$uTO%^F~DpTx6tb z<#yTomarl*Y-R=dio`n;sn>?SN2|jRQDkZ_?K<>jGa-uUZDq)Ho=ht{!f5G2Pqwlc zt4r|}L#yTc?W>JS@`?r(vn2nC9n3!)I?p%1azdYboS|Ju9-sA!eaTZeZKh$D<=}zs zBjZY$-4ar0h%{+Dykw0eblipvS2`z@H$z49mkdx0%B{l@U5BD<^Nx?i1)5yMqe>`D zvnG>f4Sm5&O1_Od{>;D?4CBs#59*JN@n`Y3OgxKl$h_fPm-I_;gFg~=& zB)u6P!zChNOp+?i*rU^h_S@r93r3s5KM&10vXeYV6cgW6BtiBG(1>`Eh*vpke>M_b z0xut1I`MV;P}n4Kj)x~g8&hD}*b9gEqGxmOk1`#H7D)kbje4*sW5L)DzpmO)u`9)> z!{@4XKl;bj9<1>~liU578&Aqxrc{DtU5eHCN*B0FPG|P*^i^V${A#+IfW2yF2_o}9 zlqeN0`#g#tDvky-vKdpGS)Pf8nOKu`dv_8>afoFQr^+)5zQPTwvVX{yAI;5f6eBKe zl`$RXphey`85Nq6*>OdFHYRQAjx1FtkH&og`}yZsrOO`A2;44#O|ZS*wgOK_c(|&y z&+Ykp)Iudu)nDnEtAp`-M6AlQ`|C?PF4d+hY#-vu(2K*@mBgG-xkKLNlYd@EE_Gd2 z)0WYb?s3O35==7XN_L|+5-e4|v|wAF0yV_HkKe5!Rd&9eE+(|lxBlU4;TC%<6pQ*( zFtIv4u=Q6_|Jhm>s*-(y?)Z`goF}yR?a<2V(cerf!4c-s6seEktv;Ape~D-{0`AnG zqbC^$9VVk&%MJi<-J4kkt7!hB-X3JsKX$U7vNLDlUJ&~!rm#F{ni^g}#Z@cQHz=5_Cm!%fJx^a8xCJGt6+Rq^t zCOzaK3kih7{N_<=JYwuuR5+Vo70DDNokgw#IGK3S`Fa+RazwAq={MnR#_Ut4`@Gx3 z>cnV$ok9f5<;APNQtMMhmqpvdJ>au1Wm9|FB2LSoC+~>9;r{wC>`DNG9X+hq({pRE z7yX%2bQF5Y4eKhKYjQ)wI+eWKlnmB-h`r3K?)}5gobl^eghL-(pv>^#;)z=293NZ5U+>abTZs$NlPr;jH`lgMGu@&q%Pl374R1 z<(#-q_>y4cVbf>BeE_!K)dAkmk%(M&#NORib}I8MK5}z&1v)X@5+j6Wh{4ECV|Q46 zcObEEx!lO=lJX0DG$)!|SY(bx2Aw%NN(U#(k{f6}szt=NO!+$C6)WOtiYYi$$Wtsv zdusMS4?EKjekYoB%`d`>ejl#n0v$Bn?_yl+SF{l0$xy&BTe_Z?P^%i@Vp)7nfY|Mi&>_kc_eebE;TPKwc|&2QQB zYDeeyDP|35AAdwvHItZhT06n_w7(KbTs@6=;VX|U6&KE`lV#Ns%FWGLSoAkp_fC{`uzrdmBDk|U27d?5PMP|$ z-Ri>EQ9@Kas?lvj$`w43qxRQ@Mj~bj55wJcq^b|Xhpe;bHhP>h@MVTXYvr_>YDYJz zi4Ttm_DBbIt6=D6`TWf5q923kT8-wue-yN0(0|;Ts8NWq=PaC!bPu|4kw+IdxHRDr za-s2_G&^hY7lb$H^T^L2#E3Ip9;+}@J+d$9->nMyCHn@Se!z(EF=kEoP}J@$FGP$a z_RqK1-(!B2cq1*08nwHwFJtETJd-$|5N#_xKi1#4z(5aI1~d3(V1U$mB=!M4anag6 z#C-u$&jI(PAVFXFh!8t1hO9%l`8**tS~w~+7L=_{eev1cFoq?Nrc>IT?n(6uA!fe$ z{RcjK7sO~kd>%sPOw6x^ZUt9t(#eri8?f4)V84B_54uxM3QCS26Uj}SgP>{51bN5= z1#PR4ph;IWZX#NTKgQF$hTcddxJ29=Oy%)?iSyeSzNXI9oFi#$E(y_kx(th5QJe!A z3?qH`+=-~gX^9VQgg$i<*m6v8Rh;8OYM+S{&+4{T&;7Es^KC){6T-GL=fw1u@_4y6 zp*CA{v$e(a)ODeE?BQo*h&8hZxc0D~xGY(Q&#;P?`hRF9_wg9!0#m3{eb3&(qcnJJ z95I$JD)JP4pcpb$MV;)8!`f+oq4O8Y6NN5&m0oAQZ>_r9W%a`T- z=0A-(>g?uv)xBwcQk5K>9<(F3C9G?2Xx&urh?n_cL&cOFCM0NEJt8cu*X>b;U zn=$Cauo0;nX@n!33B#JqsvMcp(i6Ok=vWs_tEJg`Z6&tJ267f%)L?( z!lBO~|AHu*FlvH4hxhKhP+AlREDox)O;dgewy+8q-`;%j+eK2S6N8i<5(!#hMZEjZP=c`0eH@3qS)kJWJByC&{$(8FJ zM-C+|(dA1U!&*{>(Mn;`;-hY94%9G+~U{f#0TMA<4g=1VY0%)RVXAZXCop&c53sr$~vN`AZ-Uy+}qY zNhPS;D1|Hgyh@1O^lTRHY~=V5r(T{$vpVvt%&(Ps@{ACB`tQqlateBPROf@SvrN;j zr89x-)|Z-px~;=JT5z!<`*Tu5894M@MeNchd0;rcyT@MsymAo=F?9E^V3kRb9+d7{ zt2%4GXBg3&{=I_@pySWL*`cDVYjdal|M3|Haiy1w7yw)|@9<}|6-^Bdn%WfrXGWZh zO*3w%{d8t|Lu-uf#K4onSwceUZiW|1MSf3o^I{QBH}m&NBrZxBhQBlmZ4o~)h{5?_ zIY;c*N8(@WZgfpAMl8;T9y?&ZPW4?!%c}9{=o2lnSj7ksNc*~&^>xbcxF(zNMU#4F zt2vP`XVRa$vS_lS^DG_a0$vO0J(o>XO}a}}Guoq>;T)@YPp)OPF8dndrLxr#XG5!f zN#5mmJ1vz?;k9optT1I%c^uiCw&dX0#j=K%DYE&TsLI0+b<&$OT4baWFf@gr<7r1IEOo?_v1#>H}&C*@euz=aZnd-g^>gF>fBBkGn~(UGazA&hGBT3oQif zSFY9s!IiN1bN9k%_01oN+8(_=_oy6sU6^JVNdGr{iSu_{%zEEpb-~8v?sF^h@T~E< za(a@hxoQM+ghBynjNPPDgAjXNb*~xnx?EfcwZilP2nXA>8$^Ed%2mB<;*UUlz9N2V z+_Fi#c~VuLVK~I+dbwixG12J+^72JxWl=A$*1a8&PX@1dbOfRuFwOyY5CmuqehE#{ zV*W+^x7o`(5l|@Y8I;-xW70jn$8wv>%+MKriXK$yLqX068W+V!-gTA{i_IB5bZ_?C zM58EVXd+7H$#(UZ)+NWtHRk0{l1msp!sYR389##6Mh{WdmAXcZhLTC>AkWOkl#V+y zkU-gCs$buB7HK z?>xqM?#nCzKZ^|0LURrHTz*bYR(NX86h%zrZWMD&C;pg6hJ;9{X%@yRee&Jd-9Po1 zPKYvc*K3JKWWJVh$PKIPGolQ{5;g9kFZ^sD3x4b>o>LW}1%61FtqBUoCecl!aw zd>iPq&=_Nok0VzfPK4B*IKTi`YBux&Zme}|Z-NC><8M)&|Dl$Bw_^1CN`>{ZLIJ(I z;EGF|ZaPh^wJPs2IZ!rQrP1EVf-=NBrA8hPCYQEcX;1r6Ab<1C$AfiJb}x6o~#x>mGu$B zlT*@gC41<#Bo#RWnL&Xwf){ZjsVy!S<+pcZ#k05fx5l0YZ2LCf zySR%#YJC1SbDl?DuU%2=XZqbDJw{=ID6nRbkoR#!ph|a7tE}I6+3(ErsLhOLV(qJ( z+AG%0V`Q@XxA9+tEHy{t-xJDe?{#^aU5Qz%xEOs~X5wuYo!zj=3hm6|pjlG3;}sfG zp_ZU-O$=&rDcvErQ))sks%#K#<=N}eM@(DRFo9~yh$G?kHTzGnC7 z4T~crLo3a(Qg+K^G%stG4=&QPKz_BVe;OOlz{OuGBJ+TyTk?(WRg3+Fb)H8dr^U}n zM1r$Kk)6*wR>d*;6BlR)HBzEG+T}KH;xE)*1eqSmS(P5V1F zP=Sa7IB2VoxOgj^Wa;#fd7+r|IcB|_h$1<#u5hDU$)hL&TH1=#CC~iw=~ELhs?Uf9 zB##qfI78kWdZj)#(|#@?j~dpXRS|)~*AozmpcQUm`WZ>TJE@#X9z}x%2lJxsBe7DZ z{IDwqwq&irUOaM|%enN0yq+*0JZOb%-fxd;wBs`TC#fW1i?$u(K!!$l6MQST+r&lU zOu6^w#3+t;&%&%b&L^k1ETTr0VK^K2a0n||A&YTEcETF*XhWQlAO8Gf0WYOid=ES3 zp3fbjc#8a@DMMu{0u9Mn1II#KEji7fj+&N=isNFb`ozxxa6oMRp{Mq1#pe-&MEjAE z^X;(woTv zI5k}`Y4N{xSmu#1C?Oo-M8ubR;8AqSm}4s7-RnEj`}%%>PF?)?obuMX&v*2+cDpJq z6^e3sk zBwzS#eGSVU{Bm~0Hs$J^l-QJaF*|0T(_VNMMayEMA|mmEE6~tlfgec3cuUz;(wfdx zx>BlQVj|<@C%U8?^)6NWV@mew%FriE&##Cs*7yis=u7+PQ%9$Zf-%920$b9M6C`|+ z66O6Tgmuuj))B7U3D*urX;S`Vb}@sk>ojJ$UHb8rx(gPz_xezHRLVSEpp5z&yHRVr zy+dW*M_cQ~qd8~ZU9{xMe;*H-sD@9&jAn#G&()LCQ0 zxI2A$d|pZz%)Ta$oX0(&RzRp<7#dFH?>Z4AiTXy1gZfX!f1Re1*gYj4?{dfAZ;zTv zXJc!-o!E}5;Mw?echI<L*`!{Vk&EREAA&yQuU zB78V7Bh=dkU)jtE${5*M4c8%&bdHcJnkM*Z9Hiv_DhrL-l2+yUj`$_-iD(+>i9{!o3lXy`9eXp!g&DhD05cjFIF&0eWB zEAHfwl~Lj@q7l%R4U5IB!akc5_~Ucx;%3zL%g$Fa9WwLn^*(Cpa&0={F;Cby?a1*c z1twrzngxw3z_UABGrP1sRvt7sC_>i@-EpSXK;5C@TWOkau}qOPDK=4&yWt3#lZsa? z_+1{d=MFUfP^DFQ_%YJW`=>dzYnAMVl_~i9DNq^}P=23j=w7ug+u#pH$Kto0{f*jPzx*Zg<#{1x9CJ z-~<&sz}Fd@*2jQ}$_dHcKze;jqPm`!p{GW0RLJ~N=xWwz(fy!Qc>$oHT(^_VAjR5) z;0^0qjSgECRCCuRfmn4qO{F(g@uLnIq&NMGZn1gAG^4y4ohig0&Sb^`y+9~`K6;_K zqW;TTdbGl|IY0jW`IG8dQ&+>$awRLqh` z&>Mqk)McRQIf+ur`8`zPm|4`9%NRAj&HsLA5bp&L?DPN*V zW#WwVp$&ROahTD0lHcx~{yPJet`}4eSMaB1ALe|f?7D33(`j*4be%1v;}NL+l0-NE zLSRCYna6^6yT>MzDmWK$KltREQr zy;u+VXu-XqwOulD%F!WlguIoEq}>>8Awulc%{PBH1wBW-Ut;GqG}?IKOdm<@JzdM6 z)3~12Y=1i2ciIYON1fGiVk%|#h>Dc3s59I{rCzId9U)hq??NFUPySl5j1gTB~ZV4EUMRgofx->JOK`5O9avZ5A#%o>-f*e}NyVT^6GM$Pm4|2FCll2WIU5{AOY`H1j584xrGC}*jhl%w+Y9)x zJ^ORgIecCI3qgJO@vmZ?GuPDB#26>@B=Qa7(v803tR<`7d6ExM9c}}WJBCT5dT#@F zQtGOn47jB}#`TlNN%laar1qY__9EN-gn;7kwVJJo{fT3ERLxtkW|$6aEG zhPYb?cIi*CWx}b@%NPodv64IKN}^?&OHUiB9VM!0BhCC!G{J9}_JVM>F9ste(Nm@7 zaC9_DTYL77Ik$D+h7pgnc9$KUQ2%^01skV*TiJD8Xu#!0@9@g1I}`_;EVD+oP~cz# zf9yI%zMS-Haov;vKE|#S=%2V|QCDQF}mCy1$B zv;A%=V-6F;Cn1tmGv6pSh#QYep*MwbEeV%k-q}?RNI$sx1>#7|>K0w;CgKY9sl+fC z0W>^~B^mzf{(p_0qBH)wi>HQnk?dPPdUK}uStiD`c)wSF;8mPN^)SB?D)1AAI4B0` zB5br2-QPFCWbDJ~vIFV*gQWR(>v(CVD=QAbP)=Cn?ODpM6*yccT}O9}I1 z8u3Q_s;ay9^DJj0+HaQXJ9;_s9IZdX5;iOo{nOW<;fgKZjMIvrIjuI2j<=if^!?+X zoNeXn-^Y8w`P6~jrC3ieLu0f0N3>F&$hr;d$2D@U&I%yVwMRLDf3^ zx6}AEqsg=);JnrYg#}v&C~YKfJxS%HGR&$@Q)$0AWL>~<%Qr%&7#>s;gK9|#{si(R z@Nn7%L6m?p-!M>0T=Cw<(sJMN_L1BS!_|>$KFqTKntvL-!YOb%wBGeC71}s@Z5HE; z2ow%cShH%$QIkwy{xLJcOzBm+)}jSR;;VkFP>ibm$!OXsm%61Ep^EwFlDhXS$`WFO zPUP@vhqMdg;@7|tz>zDXN`)3IUD!BF9i=Fr|XWin%>Rg?JS!TS8Q+3 zM;_4OP*~6NYvM1v_FazbYh$!o3g`2S;;4TKTq*r){Fg>+hF0@Tm&dIrdrc6#I_nqD zGOI~g2rS!e+-+DH$FyC6q6;Qb}?;}js!LlcX zY%V-CLq_{RuQ-YWl_vt;Ne9Ep3!_2~7Qmofjpz~@3M7-0Xp(}+DQH??vmV`p^-ey7 ziKm549KhGp*tph~zR)dLme&$)p)UAc=mt4igD43{Hm7k>kX`QNr9nyBOCWd)mGGf$ z(FC}(W37xf`{lt?BFM<9${;j@bekwCM7Lk!N^P;ID6i(ix1VuwF5Ec!%z}0<$3OST z5kQROLJf+7svL8%Mlo?$ZNVjx#<%I=it!CFn`)uCSV~T8qGMIX3&zz&dG{G<89_9B!92%vah&J;pa&;e(@Ia$mG_|v$^ zp?u@S^pjerm%b)q?#Rvb#F-*pGI-o0_=t z1EzLiDd{c7Ju=-9O4y;~&Lzl!ka-lm6qqcwKMC0VBt=999I{;G|EotaCpTta_I@g5 zT26=x3&$OM@POkLKujirpg)}+yOY=EBiyk}B<902n0$jSN1E|L@huzpx0zgIfi>~H zvOGxRFcl>o@$X>6otu$|4ZD+#A-rL>+uU=p-W3_LuB-t+ai$JumiE8Qul^2@RgOD< z=~yeUY2=i@-SY~64>VwbrUqv|j)`#m#+s=G#zuaFZOS+nb4X5Yglm_PcD(3pd7+NYG8?aH$HZG>A5An%$}K+#V0!9VTMZgthPq}Nf={-|^Hg_=re%&ZKs47`=#$XU&XbO$hNR2zw#vLJlJYAry{F zwR4UoM0ZRfk6^GwBATz=4Jbq+E*Wel71|X0MGCDV&h)bZ9AGui!;f&G8Tps z$!S{D$vd=wKOWi*zzN36qO;ctRted!6aMR*;Fvk+5UvI%S7X}`4yK+jby-z+yh;1j zeWBdIWAtN$WIr$V?(qQOc1Xo{2=Q~KRPWAVnDp!6%G_ycbTvX1OlX>n0bL# zt8t>olh&Vua05pMdC1V*6A5u}iom6>sfp*EE(Pa#*DWX=MZNQkOSLuK^+fUEOhWT> zfM*_){lKvlatm$U8L|L{) zi_r011+?f=WwaY>U-NkVQT_qAo!HTDeiWnbkMlux3v|-VRelCmHk`d^-75*2MwIu< z!^>%sYax1xLqZ}Zh@1WvH7UY{JCIJc?e7$}Ec^|wb6-Fgun;Z@Pi4$_B^}(X7-0PK zyvXbc@2@i$w_#CAm?Zg(R2-)z$p>a7QbCB4$z<08A`Q}sRFTgF_?qxwsa%;;bYIWR zDrMtpG@44ESs(ffxKZlXO)yoBGON&0errGOIPCZk0_Ta2OVX`JcrE z>h}<=`6*R-P0F@C?2b~U+!&RZQQNRVJ%Y;9Mvvk!31u0j8Y;?4HRQ6$APqE5wHOtZ z;!regXlZT6_^LX`8H(P4)o&J!^sJfzgy#{hJDnQNC+{fFJ4I(ov4qmnr{5DPLo7wO z`_Kx3;-(}wF)S4Nf&uXikv&^@27PC76TaiD%vG__IL7rxJ!+iGp8ArJVeo6x7 zdG3$1dUJ5dBT^@D&?GTq@vU^Wz(u-}e+lqM^t@?KisXhA%gU?5Bvy(rG^FPcUKL*7 zDE~kX2RTX$MSy-i>z>&!TDh5O`SPcrfopraNpcLeWnLqa7Mdxl^N!(|%kLzXi$_sK zS0JnVmf}ns=o{woq_f}5=8(G@aQ%CDT30qaB&GRA+~>T&sZs|8GwEgZ^e6Em>5+Lj zUlbvY<3wpcFX-RaLEP6hsd5ZE9ToSdOqB}*2xtCblt~6UO5iN-@hkO_G~1YPTlPP7 z-$;-}USsnuYaw{GMu(&A7~tDVCEE&Ty73L;RrGf&^{b%oJuO>AMc~TB=*CH1xJh0` zjD0wzI|#*!=gF8Rh@G#ZvWIZ)5e2!QlVFcBIcfi>EtZ52gXp5a3557)=@mai%?49h zPWB~@SomiDyZ-9;WaX4+X5Pjd@-0q5E6)f+)3*I|TZoqoh2u!B^Nl#9CFD4ZC9*&V z^GM+Rw}U`V2x)24#j@_HI-Gup#54-A+ zi#*zLm8vYQiZRk701{{Ritm?0lM|Ds`7=IM-oV1SQvDzaIymK}^#v_BhT~LO zONPow@NiGAX=wZ){dIENLd5^&qc0LlMJ3Zu(wW-3GI&{gt>|q|QTYIPdoXTzxAobx zWty@Hn}&$~T1GM;#EZ~J_#{#ml+#No@d_cAu%;rYTWD)pS*k9On-mKPx$F`b0_98t zLR4n=!+ca6R3%AhegzX`+Q}p+v77Q1%!t9#plbR?S7n@f(UH2@_7jgITTBPoVAEO( zf7OIIpgNA1)vL3K29L+jQvMKN6kTpW>^=#tPNLU_E+)vR^BL~DMVr#ZvxU)|k%)JO zRzdElK|->qv`n|Zwb>JfHI*_xWcX`sxPZnS9^u6zs)b=2&;VI)u5{G|;}m#m6ywBt zk|Q2dle6BtdXexFa$^P={z^<85Tllm{AjxD($D*ix{|msIp#v95W=F|qcp+D{l)ei zrw4qkx!xH}kC-&Cf<;|QX+5jNJdT_Twc)CbSD=!#cYe^H!)SEonCts9q*Q!ZK50UN zSdm2L`VI#8Y8MxRN6mK)FmuvkGr=_5%$gJvsKSco+VYRBlZpfL_U4u3St^w#E&^cq zPOxrr;>HFzd3cSf%;ndj$otwzcYTlWY7FnRm{zW_1YnQzaeKsfX=H@S9hbqy6RZF= zxs=y_FlNzMNB*NTcZr?bAtChrsG&`e%wzcbF!X}9%Obt%9nD9P2xK1DT%~s2cwu>gI=J(8@ zXDqNLp@0?-XkaOj*|y?T#?*w5dEvSQ)19}U8j`c*TMOpS&xN|jXoEDLbM4>`Q)u%u zM8`RzW0^V4&7g78_#tMu`dA+P?I&(k4A12b@dTWffon|9s&H(E0OjM~*h(g^1Z}&6oXB`PGC22`ywwp(Oxa`bg`6}KR?rG~_mVQPBWI8!t(k+h;5yK= z6kEXE_0cMKSv<94Z_wz8e;h!+cZzvr|%;P>Oe zN&S?`#nkTYCnLGf?n1B^P4pSw*=o+7eDp-P@;!(f%ViNYt>3R$${85{#P|JL^!fey z(6SS~La8&aQC3GOFcrB@8N+9px&a>~fZy-s@SVcjG~4uRT6is!v*5&wS$t*YZOYc+ zgfd2re*rR3yJzSbM$ub}_00UJ%!pg$y%c-(WhvtOuM!1`bk$D31SHwwxIsKFfUWf+ zEZ&I9lPiz@QnuPkSA6;1yR#c+ytt)JPw68YaFIV|NHuF?9<{|kg3Zjc;rCtnR-xXn z=Tm(@A8I1o$?}eAI@11z_Ri1AC4<*%pQ9~DTpbI0J?HFXeB9Wtdr-{myT{Ls#w*Kc zhQ~5AL??ko2l!U)svrC5dE$F8*jHTB@Ib4DljIy3K1>t1>HY34w}8c&TUP7iY3Yh| zSU27`fin%_p?^M5kwHo@aL8j8e@Gav5HV6UhJ+W|Odko;x?7dhH;CbBH4Q&PQ>+P5 zQKOt5&Rl|OZtJ7eC@dNNWxVHnDs^7`eGGy!m7gHdC8jkSo$EO46)s2{7@4A9yn|MiYfhYJ@FX=!87l@AEdsKE{`~L1C=*^}C^4 z++n!{)$KqaMR$9uY+m6XZAs54F(=9SmdOEF){Go5ieoF?MvR ztpLHK%^&h2MQ_e!%OiLQ5i0PGt4ySd#=`sE!of(}h!kW>t3nV`^XB}q&~GtviH(gG zky*upI*DZr5q#Oid~=aVT!BldRwDzl@?;ga$Mw@#HnhPXJr~H9tu$VAB7Vdo3v4U>enq z6TmKAZpw9U3tcB+rRw(An35;YB~B31Ve5inB!=X)3%jLwjL(XN+L<$o)ordH2I2!D zGplkdYrCsfAPr7lYiuE}J;o6r?iSXMqoMf#%1ZYxG083`n7zf}i%XRdNpJBRGD{nJ z-~UkZVxW*gh?ocRkZZZb5xYgxC99}t{*trO?`5)tVY|tYD}%YxAuL6?>cck)ufKY3^x2N+W zaP=9e1Zt#S+WD4EGBqN7VvV|buLJJW#fuB6LPjM-s5X=~h5F@Z^3MG>r+r!-K<9&4 z^xGb z-P)%$*Xc~T&NFv=iWV~RuExF=KQ}t5g%38r*7_U)DIYX9dl3^7!IIzokbKKU zYE=p028Lk4f(-iM>Yz(Tb&g0geWWIo^iefJnJbwjJ_gzr<~>j(y*{A}-;IR59I^?q z0CjF@)L{3}0xM6IMp5$t+Egal{3fX5%VfMMmQQImQE0^UdCQB&U4Bd+Z!gI^7J)rdO6`dsarqNP*0;DDQiA=W>LdNx zydpun@pPGk6qKW5QaNWP_bbZQOewsansk`sa~^@}4P_na-sF+$J2^d(vnK0{ph9}b z5LZ|0`H}lDuADTNE+F@>O+w!eG5jxKzxXtk*_d)?54PtHzZdYWu9uo}F}a)*bd|+< zF``TFE;Hf=6waDt{IxQP2de4s5AVKPp!j&VSd07ioRjuGb?13G5K(kHe+FtR6#)QY zxw-f?AWOW($N%Q!YL)8$K_~cM#uV^lO89D9Kibwj44%Hfdp}K^epu}&^0F#Wrx zj7~w^LrdDysy4pB8o;I%?N=HkAWY;D!3MqpM7Z*);4riXc_eWHs4MGg&8c9Ej zizN!eBo*b8GB#F2m=Q+Y|AmxVg3bI7Wl@5On4OL-sH%9@eE!%K#*Kh7PVes6jCnr+omAoPlHUF-=w05$5tVOmmMO&5Z*R9fG)q2d9@f@tL`{Z<+<&8o(Z-6eS47D^^V*7N; zW2CDKn|Ov4^3f7ZMr7$e`m&wLXymlUuQ-?QG{fOJW9IIZ<2e#gcGF-n5TAbszg8ps z?)Q$Mu`{HroC{y#*eeSUi^7?!;%QT~;e_;O6EdVt^|ltGmDO8Nxke>C*p17h(F z86|)=Xp>|Zx{@2GxT7j-+9M~kI8-Q6HJhx^{-ey%Xvo(#bk5AaBid8j?Jh*=^X)C0 z5qK>*-O$E4DcVt$Y^W~QNLykkW1kpzKJN)$lW*f7j)vp#yU^sdzwTA*>Th_^??O>D zUOb_`WDitcwqs3%-6Rx2xDeA z`1yh<^$l!r#p2Tu+j!j$6O)NDU0USi{zBh$@V5vq^Nw83Ivy;J#_CE%P65u=#7L6Y ziPIE|j~^3$8yTwjF)AK@O_GGX4Ye#-frRvv6ei8gK?Z5lA{Y}-!a}YOK}Z^CyfZB` zd)(wWPNYuKi-keCR9IiQsyD#soQ@^4D@Ibo} z-swGN(I83DUsai6njy7$`66!8uC3iJ6)2#jLfC;S2b(i2Q|1t7H&-_cR72Ls{Ghk4 z9~6PVzBz?&%+~tXZ#*|?0(1hAslq;1T_}F)&*9)J3Q4o}_}$ve)>OK<%k9M77u`kv zpwqPnQQaCj*=36+*y7y}*ww;4QqX;34mG6Y=aQKq@#EqITwwiHL~rg1c?z31YIc~i zJ`zjv7jNwumnJ9@E$!_Y{zE^03lRCfR-i&+RoB&t$GG!GPHWh`ZS+8_ENu@~ z^G##L`+Z)c*XKyM0=}G^;@*}-zPJCA_=sVB@EV3+q*A!5#5nmCJg`n$wZW>4If4tC*$*-|T~QAzo48!bW&I2GRm`@Sd?~iQ~DrY%=SQkJ)9) z3e8aE82|84G$dqXF``1vq4L0H@~To{0&(NWj>K@jOab1#gWq*FXdn-+9+9;;k4owl z=FN%3K}wAM+yJ4xd42FDTFf3c{J!YHVyhT41NBCzT) zkZs5hLZ+(&Kfp~RjOUS0d;Cl4(jnj32*||}L$57I{T1au`j!ztfqntd=6F0LW)lp2 z@#9b5$JF?iI~UnmgB5~?|DBcahmigt&c1nIv1ZyEIMh5nPCjI~dPc-qwB5a`ed#Ya zB2#eg(zOL}BT~0*fl3mdW!;TmvXKHL4+-C`iygu(xGz|5_D7Q}s$U+5?eDrKx4imV z!TvkGR-4E*jzH`H>x8KZhMsH?Av#G#bym2b7c^q;nA&;c?-qCg*Pu?R+0&zhRvW#T z-hl7T(Ye~cpy=`GVUpwOW>^_Xw||$;Dh6gLpK9S#@hm8-903kl7}#o?wlWow^;CDf zpq{C{uTIQgQYaR;zcvM~FWvo;-srs(Rf!EY+d8n?%)y?n@b}f0c*nBd2zFfD5x(lq zy)Ty?LEU9eu34&4CbT2BS%CR~ULD>0!d-YGy5VrAn|ANBl-6J-?F%3hTEOVJ6Kp1a z?T`eA=}|K0wShJT5^KF-*p3qU&D#VM<*}q58|ksxXD|v1Q=m!E33QZH3E668GE$A% zS!34DbOUdMt0hVYPzZra6vi5bUdYionIbX{R z+`1AVq(2HQ1>+(ni89hbo$S=)r1v$E(ZKSL=G5kf#s=pepEs*F?YJ{Tyy@H6V{Le- z*j0t<|6sNMX#?f5*d0O6udaA3+^f2upCG>pdHy{64_${oNC~HMs2G5F?(XKrQ(?Qe zQq!6k@GH~m3Ey@k_7?sdx+%IL+?`G#y1f1|Y4CPT<<@9LKXvLs>dk9Ptwi$yFWZp? z$F`qRZ@`oO+plitLzX}FlSkdxKc;T1I*t0!^;)*6E6nfH4YQ7OiE}BKucY# z5b+Wl?EMKwa(PV%E@yZwSQCTj8<<~XYN>+51{}bQY2@SJu+d_~3|6JZfh(jzn0Ta8 zA^#r}ONVSx5YW(vfQUJCd91?V;&x^Q54nJ?*U{Qr>stO4bApYr>p!mJ917`6!B}$V z0c>_kt4RlA1w!H#RMOVOR+ZmhZ`EFt)L`XfRFZgF37Y~Mu8>oHV}E46dK=bs)m%qn z1I#uhY^@7XSzk#PJVweIfZ+U;{QY`AnLbcHa@+7Y(wd7KLwY+xZUMLga{MPYurok* zHI;~UB18I}j}_`Qiba;8C{*LO`v`(}tRR}hn|XU)&aT~s$&q_#BIQM2zY#|pP$O0Q z=>^40zL;Y6yX@p0FY>b1%GgK8<(0G~7<;S&te2df68!ji)%p3jOe`dBN;U{cabRP^apMwopo`!Ov zZ#948`$juPZ)j?Gt6gE3VlJL{;wd{Pf7wD8{{3-bk|B3!We8Nu!KZ6cK~j>!cDlV- zcU*cYQJ0|ndD0Tt^~&=KJ^oH$vcO|^_?7b!G?w!*-Hfl-xX0@Y+#y}wn{AOuq8$D+ zz)!*;r=&$4o;Z`9=I;>%ffZGsB)gdw-is6BB9{>>S#P$#51O}0Ua6JFb=oH5D%B*e zo9!gaP8rXKsgmIhr|}T>>M;7NEEK!HESLOf_&riyLf%dx6}-4S^h1eW$fHfdvxTtD zJzI3_ozk)jSCEV}gkqx9*0MZO9w)J?H!Wq@>&@LCXBeTz$N ze~JRT0mPy5E#JDs;`CaPOZw%UaZ)C}C_PuvMK{Vnn^GtLMc~aaP8&!o0M-inXxojXY5k8w^`FBodK4-w z5AG`&7sE)ydP9wKGfn(n-*d9h*2cYV=-Gg7oOR-yw&vbW7lO0&7FBW(v$plE zUT#%~pL{uuc}vo%sF%DY2}nvE*GC*5H2Agl>=Zb9=ymnNu94jwh7+JTvabERcg>4@ z0L%WwC%hw69(0@SrjS&%pKKSCQNq0kipmHX(GEYNmGg-c#V8wuU{5SrtYIF){Zh}r z874LNVE0N` zR0K$hVFR@n>T+$n5QcQQ3L#B@z@oiFBGp?bZ4}gFCvof({NwG`@TPh?*PI;BRYETv zhH=ikMIKvf$qQHv9A}OX81q6~ts0@$Qk6`?DT}|26_P1qKR0Ap()MGM5)T%%ia^$l zUNHP(d`%eF&x&Pjs@*ZDH~_FbUX`-DX)Cj}G<~gcbvx%=9OWG1D#P+WZk(+=FN-p~ zJ+>WI(7HC$9o43#I%mSd7jzpG}@s#mU;Z|>w3?b?>D{rYqV^ptDoQSmp{JM$7*o^V_ikgjujrA z4>D<1ls5Ym+&&@v?=W)W%)PRgop+P(*qpig_MLc{-XU}?ce^XM0QDv><3S6f3n>QH;_*^@t))>%eoPFe5;{!6n~^Ptz$gsU(ugdhtrNWxpM*T?^R zMD!yZI>v_TD6Ow#dH@S!q>Fy(td+83|JuQs@VbU$-=q1BY#cdQMifzK7oK1dyic$U z)*LbpKoT;s$!DgTcVboLM2q1w^Zmn$Ztghz9T~w+bf38_msT6Pj+{0}IArV0kir&O z1pOJzsW`Z1L9qn(L_0{8Tx>Z>v<+RTFNaei95ji)V%jKmnIoyM4COG|dGerK3x0Lh zF@`-eu7faCFzVM~BR>UA*BVl$;x}uA3{+RleR7}YJK8>~6_}d6(R>PCY#5$TI8*m- z8a;57QuD8f`YzK-$^hO|0uNfW1zKO%RGKK3dkRo&n|DQ(#~%O8#t_^Zj?`%W9705J z7l^lVm)_*OP+~Zx{ZyhYi9egy{8i^8X`g06RbJ9%oSO`ubio*)aguho_6l2bREvo= zbP{)>x>j24Z7*Pkj`E}~=7VwILVxVG+3YGew#AB5N?&_o%ANFO*>ZM%8c~t4OFUEF zE?*@C8#5Q^_uiZ4afpF48&0)^SM-bC*NuY|4q^XFp1DXXIJZeVgqCMmyEI(Ysx|7zg<{qn8F#O+8pw>X|qqCU*}fAD)mU%g+MVQ zQqm?3lzm$uSy}D5SSV~Ix}gp@4VhB&4O&WfPzfsaL1Bm>sJ4TpFf8RCIhAjNs(|S6XTk!yh0Jzxuhk%F*mq=QM6rP`u#tS6nt^0L<$n(e{X;JKCM{K(* zImI2t<9AqiCVD=qDr^6$LzGP`utMESi@zE`Io7Row>i+=eHpp2&2U&ml>mTOs0`r3=S5B`vQz@yUBveORNd_>rn%4eelv zeL)PpDTIj_{SOIpN2sMl`^K{Q3uG8086^XnsO2PruOqjcR^nPYmj3sN>GeM6X?nu0 zN%9UU!(flOH*$?sCk_ z>>A{GyTb&ZSku*O{jX4YXElTJxIE?CZq!}#NJq^dEL=pgX(;RLSB@q3%VI15V0kjT zPk&$VN*n~0ZKRY3!!(XYPkmDtmez&(;Q9($18#C$(p*u%HA4k`4IECCK}%iDo2VuStV z2(?X6g|`}t?i<)RIwg*k%p50VQXEb43Wk}%^F3{It(>bjEh79gAG_fqaZ{1iKc#75 zokRoQVHcA~R(Y=e8W`1aG1_C1Ll(ln&RTFYLyojmj=$F^0gg6>LE0kKv30bf<03rh zv;BHiPT!Skh?u2Bi|arb&S;igOTKnvjz9Rs8G;Wc5zh1vU}?)}CLlisMI;K_WV-8N zv~i{-JQGr(#UZLp-o>3pPw3k~4qb0-^IF{j*QH4EtCuigEhrh<60R_@fEzEl%^J0^ zPYPipg$9MAy6=6LQAayZ{F!6cT%DGX>EF(G zqVSeDj<(3Nob2P)=DHSMM9Wp<=3cOUKTqu`5^@Ax*3<6O#TvUw4CU70g14hR%`NH?BZ_9 zA+Yt~e7WIxm8=KU$Zd@8Ia@2m5W*{J*ZbP=fig?EdP8V$6_}?A zvD*H|PO5^hlXFpGwAr-dy{f)O%>?~EgqHWZvsN=e_+f3We966mlW?ZAWwE~Zju!-_ zf{G3ybYo^KqG1Vfr|78u?=OP;_bra=ae_RUt5;fq&et_wwPkT~h)Q@_Z}{ZY;^x)+ zs<<&ew#Y}^$Ib?SMQr=uMIlt+w~gpZ!n>(PGo^$Y9f9Hkf5arCGl@wHh-9(Fv&!XE zM*+ykF5o=^0Y6dIakGrd1dDKCV#91aDcNlcu=$Ch6Mh-zD_{nk`6C`j5K|casv#Y3 zEyYpIf-1bH;8rHXts`d1i;utVMJAWcOAwWEn1Cmq6Sa(pmSswfl;sZ8XB5+4O$}F6 zCO|wEin3?NKdkZdi(OAO+@IsMh+>2T^@mlB*1OcI6bs-iyYCcA&t^Q9HU=v-s*kQP z_(#Vf0Z3Oege*iSF5jmk%A_4+h$Ls`N*hGC&5ex|3@9L`{)AVuj`>*j|5Q!0QZ!hA zWM&>LV!|XsX7~n(fbVZ1V7e$xpAro}G>Y`g4-vjN%BB&@rVDc&Ha=QrDwldcLZjDt>kvHFt6^p6XiK)AV&7tgDSqzK1Mk+8)>ravxIg_|C2J z&wup9Q>H`BzsK6RMe?Rz7gCh`7fzs9lZ=Y*cAeDm*tlJCT-?^;WqJMi)wI`xDf`Q5 zskuWlLw~Hc=3R}ys7pOaM8a0y{Y#0!5n!6)uIGNe`zc5Lo^&hn^Q98daWXNpRVfnK?NU!I_6$?&-Z zT}eFQvKoaqiR8g1aW#KixAq0*Yvk$A#s|P@;A#4xY02K?T7K+giGNst_Lb`!gV(h! zCBo@P;(q5(N))qZa5*DVn*-;?L#}5op|0sZSk~_d(E-WH8s_!b*Z>pQ2vI~O?sES; zl+yh2*}~-E1Wt8Gefx75JGNxz4h@*FaQ5X=P20=(2zDC#0*c;rh*?oTe!IHpn9U5qMnb6orAM;=%0Jc=EsCU_Gr1JcmQ zBHJ<0Zol^f-LNzPb+(crhtAe)+m}~8(I}m13D_vmkmVzZh~ziTL$u)16DY~*l7T8# zWl9Jgv^U~%B_G2y$b_t$bz^LD=O}~tgD?&weHGRw21Wl@>_`vy&st@ zw=|NO0;oCGUf@~tRNYbG{SxH{dn>_EBJ7d1w5xU=g>&GrzK7~>ONWWt$YG;3a-@8|1Hu#fSmJ}MR|m5+^;M* zpGeT^n}BGHx~Wt6yl?qajn$pirYtM5rQAFy(!TCu_pQpFsEoe}4kLCbzCHhg%-eOH z&|g}0SH6;}I?)P34CJWt6|sIZr+@vM%*Fp_5o(3GJLJu61FBch$v@#08q|;}6DCG$ zdgnLBYc#a^F0k>Sa=GR~aFG93NB$37*I2n2I>IGeZk6BD=+;e&{tIj~5DCRfg95k+ zEqW$m=X&qTk6OYS9yDN=?{`v?)=b;e>vGi&Y6gAVt8f6VzfZM(DDGU+6YbK1#2(4X ztf%y2AVsXZ;5ior_U2cm`^~3njE>(Cz3RqrIrY>e|5B#0*feyH>?0x>L<~O$mQ{B9 z4Pi@8?FnAdym`W(Q zIlexoq-pHKC3)=Eq-PmO@C}?1Cd7lYg#jWC)`%`+R~lxVK5P5C(cYP}P4fxq*)-~U znBmo1S3HYtNWg;Ci<{UKv)W3E*+9ob$H@36moie1xBmXfU2?cw0YTRhx`mCZLwGjj z|B(NDK}*)K1QyA4%r)m-GP72chWFl1-hl!)T$hFFyHXzMUklGWwNPn#VrEErY8dmJ zwgAFrk5>RqLP2khbux`&?l1$i$?CGI7Q^^M4Kq%a?jb5HTwW^zLI z7LyT0)lFyndD!2x^Tq$_r=_bo`Clx=wDvKC`Hndc9bs1dVw%G=TnFJe69CI9YXhMC z4B+|>svfo>s-~ekbU2wsg$ny0ef+=q-R9=oiL0MEsrbkf>X2D?f843uJ#}#C1NVu$yA5w8_9cz?^POb?JZ6MkjA!)} zkJ*xaG}l3Nr3te3g=ruiK>=(WSKciK8`Z~HY@WlGe34!ENifI7QverYaSrQJp0m%H z$DF*=RG{;*!oywAq<{e<->88nqKx+WO1t@Zz40gJ*Xw;xbM6y4x!Sy&GVeT86IOfJ z2V4$($!qugHmVI|d<1~NA+2f-z0=8jr zxREHTv31N*W`z?Sq@5IsSD^kg5qjo5{yfDe+W|}KBZuDiFCYT_2h%s}*QXoF?l3aI zxnXPK@RtYnUZ3SAU@*Lt>5$nBaFVC^y$JXVxk{7BXkHIEYh18+k3uGE!A;p}p<}c_ z3`DdrBr=Lod%TgxS5gM;*R-j|hB(-WA`*p^d$uTrFP8!9No4y}NCe54Eo2BqOwV&@ z;c#(wxQ``?&XBlmi)P)L+EREku3c@_ir%=23K%nLxaQ4v ztm*mLM4|#~8T#+jJ6t1$B5HUy${FyAfPuy)p>)C$X0t+Q8N%dz{#?Qt^w>J`OeEY_ zi8Bu|bF@Ee&Tv@>X98xBGB1b(rlNoQ5N-%7_Mb!mIm%wk-t_5Ht)B*Q8MgX3%59`V zeA|tF?+mKL6)G^6DAiWa-+v#WF1S%!Uasbx5^jEH(>2<5#ATxdQ9z$+_1;fE9?dss zrFd45{fN<+lnD$8*?1CcBoLvh>En-n=86oDIXpdfAcb>@Nrxc*RhT}Kqv(tXd*c0@ zxyiQPa>j3E7*nWkVqp_L|3jW9pAC&9f7K)Ax2QZqy@lvq0{5 z-81;*x|Q(K5d(Lgil@R(<+OK`=@|q$M{$H3%i3dVo^cG5Z~YNQHopUR&`BQ^I?Ba( z8KRLuA~y!Bvozr1#2fMd;urKNmGA@5_@%Tg52TEV!Qqha@Zknwm#-8mMzzl@mujR< zgURI7+H4IM_&~b}x1@Xu$;ZEpeH*{xW{~Bd51=20xTc`f5}|QHcm}9!hHeZ{=q)k4 z^IvH;`g_TD;rS=!{y|^{3E?JtNizF$&cEpmBI=9`cS zqsZnctcPS$8s4gHM&1eoV>1P1Y@i!K2SM=!LP;Uf+V@DUir+CFq33NPbOu%^`2kZW zskhv6t|J=3%1Yz=ffnT&&|m=^xrk_={Ak(+(|kYdqtj%GKyjG}5j*wkDn8#Yp3iS4 zpF(%U!y}}+<5ki|Hs5wnK-;$=&i<<*uHz9K4wVK$NKYlN_C_4SN5K6#j0~e7bt6g# zU9;~_=lI`eMz!kSFTavf8p%v@RKCgPz$qtU8Y~n1yg5H6DOmtXF3X3&m09N2pbhyu z6e7F5A$N+4w4ON*cmMKRZOKM9f39b2#QVJ2=;xdMJJVL%3w(QF*D1ak#hTpiYR%kb z82zLA+awEzPOY&R)yL~nM{%5N5C@1;A>lwKK_F+28*sczj7xsiB$Ky{x`D{N=mw^(%WW+<PgQEazr4Oo7O_P0SwYMd9DEDtMs{_+VXHy% z9yU}}jCM*m<}7d0q@K&7Zd7&Mr1i^mBW8Uh0AFC|O5r>u|L`1>Q5>`Y>u?8V!`>*6U){GONaS%uBA8uruZNx!9RkX z`Se|Y!b#7z$gUp?v3NTMldB46hhYu6^1MgZ6#J4a)pzHNmZ;foECF3><%Lv{_K+*z z}*rs)mWx1Y6334ggR{``tXQ+};+?}}>aeyDDQ#Rho^oJHj(v*Z1FP4t;B1$T?` z|8yBq@HmsQzu@kEX@?~$3t>xESD8D{e0n{p%0G-WZ8NpO-&(iAcd6PIlaan!HuC+& zFwG!f6pSjHc+>f>Gu2#kbK*ZR02};xcC9-<_^$&HfVoF^FP1$JfhAqxlE!M@f!(AF zFYM(znD(s2&za#-8UhmxUxzMpJUG!gCQh8?R-f-`0)$;Ujyv5+J6BsV-Ou>(N&20D z>dihC9w;SKsG}-Jd7Sk=zPKDwtEeCiWKDij_hclLW|@=__&fULq0KjphHDCOCY9#= z%`4;*LyPJ#-Jriy>Ed~l&#+;lN_(kB*-pU=;qeDQxKEfL6M4tkO=xXlkcX&^o)}ZF ziqsj1 z#^75w5W+>*cOM}>l5(E>E$Q6tTzJ26{SuO*vY|rqHHgeh?x!gYPYm?T3(;Uca~;MG z=Pc!q7v?g!z!`vtM4;V@4KDzW4wZ+YvRicCU{1tY{{0_KXBib&(?w}CK@uE-y9Wpa zcXxMpcyV`k3l5FDyEN_)T!II;00Dx#G&+}WW`5kozlKHEtvYqi-p{@VdhQP-umre> z^Uuy}B4!IBw5rMuOYF_bqH_=)YtbMsXd8v~vGAPhQGtKk_fq(NGq?&@$&T2N1yfHN zlFi_rm6_KJzlZGzuSpw&fj@u#oP3;0UE{iJ-})L3$$zEITMYP#fpdlbB4dxemATgS z5rd3d>9}-i{7vDh+#boQjAw0fvm&eF)!zm!nY#q@z;`6CJ1jQdj=lS2E%wOb%Hq^{ z5^2bkZ^gSSKv*S0*#DSs!%woawxBVv>eMZ20gT?$3rH9sBLUANMcpylvzBa@Z1}1z zd(Pa&AdpN6oig%T%NPI;R{s6Nnk`YL#8E#@r$z!zZXYTo7^4^W5gv-aBfF);NuGEvK1okx55nb*pHju?( z2f!%7l^b#l^il#bxm2gz>X$%njSp^lw7&kmUn~Zq(?AMMOFAir3)T>~;`)yI4sjXY z>4j(YT`iO{)axK@7_+s69{}B*Bj=O`UMG{p4VQ=d#(~zv^Y@Ia&Gyu0`K|P z_mt)iKc4@|IVyjOL|RE#@T*AD5LHezhFVF3u)=4CknYDmdBk;tpf%BM0Q8zkms5~# zDlP9mtmfv=&ihlUx1aG&-g?_&+>nld<4}?dO@5lo>HFTyxme8l5!h?S_un+C9cR@zK5B{9xcOQtG`611@l8l*pzU%U!qWZ&pu`CiwVHg6>jB~TZ@m1Ok0BEv&T7^lml zQWO-X3uZhDba&l+l0}B3G?m9+ZN3yyb(OtoRL`g#m=YWWNyLZ6P>yXU_`(?itVssL znO5jTmqg`mH9Es2%gKwscWnQ13weY{m?t&G2vXhUk{C+>XffwB9P zQ$BZD&FA4 z-INI|`HZ-!InuV?2CrXwgo_SQFf?)_K?UkZzCrw< zTcI>8+i4iD>oV5iZ$(+|PMP5w9bh3IYs0(KxW8&x>Wv8!hkgG0QE;1pw-*|h{dR$- zE7L>o1?4X8Y%i{E{ijFvdDGmh0?!krg1~`U5^u8aoo*gK!;sLUb4c& z=Jloz>9=$Af#_6_f!nJ3^Aqda)ZF^qi^xd?0Wh6!3s`#TQ_K6FZoO1b+L(WQdH%f3 zTlP1Z!%1WtjsuJHV!3CeG!!ZnEqmSLJMgmVu2~z`nBy(j3xk1S0}kCw)yG$)K-pCN ze)#BbT=_P9TEKDAa}oB<5rDYCl;&HVt~Nu>+Y73VI;Sj;DQ8)rcf#z!z=+|_Hwtf` zv!)yiYb0&xeT3djpL~!>1GA$C_zizUn>G;JlCKlxzPOO2Ru6g~dCX;M7`65_&`yk382TGT#0`8LyJd$%evAXtt>*>soPQDbV$=a>x8CMOVft zV5gPWx=>OHUX1h(Y+ZUtK@t=*PZkRkt13#y3H(rqKqN8ziA2;pM%a=r|31}mj;#}pdehA2e7)pf z&c1aI=F*Rz!b7V04#DEwygXR3LLe4+LD6 zeIXzSF-bu7WXfc=-^$9MvaTs6-TO42l2w}Nsb->-aMx4eIMe_3*$`Oae}NsoXGaZK z`o%Av6SITwOS^qv27ok>qQr60O?GG-^j_Wez2+927B|g{y>*xMrUiJOkVLwAK%UL7 z4TkqGCr>I)w`CRmqmXe7`(!^Fj2o?nLS-E>^jVsM7aw9yi5gn*w z1{PbC!Xz2Wnsk58y=zW^r)O*Vu!V$vXOobAF9BDz=Av1jb>TuIzaAgQUDSAq{myek zjdh7|9s1)6T42}@xS~3%gz58hg?h+sY1PER4_VxJm6#Ffp1bHqaIW-jib;R9{2`~p z$Q`?ZvhfnO2Gm{{hw>_Uqo}-=5PPI5$3R*w+n}_Fy>4J@Rj50|yuOt(sz`{X#=&i-c4S1>c0x$|oX>}RI6?~urSHg_ zBtC%09CF&oj*3GJtS~O?dX7Y2rmeB%s z*sYt%^h5p~A00x=ZR15EkNXPEi8LA&LvXe^)(Y-G2^<#32di>3(6yv zwt&-c08~B>TO`g6vuCf-zo?Suvp$mD-$oY)*o7cbFWI2sC}w~049v%fj64RXkq%XG z^vK1Me(O$Q#&F;IkC^|+!{~E!9OWf{pn{59suFX&idiS;C((M_Yv#oQOtQwvUQ{`1 z*M9W|oDitS+ZniM_FE#<+D~ts{Aba;<>sESZm(QE^*aQwy0_Fv@i$A7>S`Pi9Pc>6 z*m^M|irOsl7}4l?r<5Q?DMi_#OT-?fM`OEY&)x4zo+1MjHZky&6vZyd%1!Vu8}Kws zZn|*Ih;{abG*Q1_ZK}f6i$SXU_L3YaB?)IeJt6JX-wwB__*1{6dTa!+&D`of4k_s` zMdH`oWk~Y)qR!J0wSFOOpW9=k=?ZfYxR-x@We=E!L{A^gnWtR=GP(z_A{{N5v^lW% zVa3pKdk6VY_Ri^YE*i4ENODyZyS1ZB&?~+;cI8m_#+iDMrdY8P;QP<1_9=>`@NIo4 z&&Dpm@jS$`2CouTzIMR*z6!yYMc5}*nfw?D57CS^AxK%*tQ`D;SXI~&Oe!X))uI&y zX86ttKbE9!3V06oT!yHgg^i#54TCiG;Y6Kf-?^}rsD!PGp3BI|xUQGLp9Tg%6kTKW@1Pv55hzuHdJ5}J}f?(KTD z&1}NRA&uqbK9zNyo1fcY8`hj@PafqisK%}6Y_58*6BmA@jWFMQ?QXq3)C|b1*-hSE z{p`IIU*o{P3A8Vi{35%XyKC%X%Y(2mf`nXbpDX#Z>pf!9f4E+ak`Ck7WtkAs0R*Td zxW7_kY6tfRQToU!Y;V{}PjJfP3GGC^gl1X1c_fgs>qFmPKGU699(w`O@#a|P)A8T_ zVtRB1<(9!IzSZ@PbPjHZ)^$bv;t<}}2IwCR2ZSp>%25Q+k~ehB4ANjAKz@*3w)to37Vc@g8N zmVgIHVL+23m1y@~0pr{hr{;W}Nu0$9K}q)XSVdVdt!r%RbmMW^L;XwVudQ6gl~Y32 z5|Sp8ErI{2Rp$M>y({Ok#%K=pX9hT5U!M@jW+E$0*Xqjr?B;7)uf5&mg7nrpI&rr> zI!oz}HUE`Qu)8-F9Fb1zkoYw$MNv!sPqcp8vZmGP&S+|C+DPd3_j3B}8PJ|gvfHjS zgqcsE)W~!bOL73(3ZP?ECzlW^w7`D-XucUR{ZzIr##et3w75$Xk(d2_M9D6)dqG-72iXRJtiIT7 zSvQ6lGtyM7y54u*S`|c}ASW~zLYj#oVhaf}0jZRINAF1`HBqhKRikuQzls;^0Qo2i zCZ1*BvqhEpE$qvtXU`W6NyIQ|;?8thD}@U{3`LQtPItr@?VrJM)d5)7T= z2t`wUlnMqzkQC*w%*=bz8nREqYYA8q)+xht(u!Ez1#-wU`?1P0Q7QHEK1#BgS+2HN z8hBdNR6>dgpv&JHNF_*@6#^k6nveF=@sAP<)TENz?e+NE7`3ENwq?9=h zL(nTZGfJnXg2xFRW>rEDzgv||D|y{F>O9w?-DxOilwt@s8J%H^h9i~?vEXR;$zkemRFpmfM0S3SU!@l`T&8eq{E(?EoF`(N0EnMRTS@tbU=@r zbBVmfL*M_)`NJk}DQ#Ykr*m-#$ep%il1U-8J~A?nJFh`B44*cA{2Yu_s3RGRoyfDL zg5PY4&h!ht6JrnQ#9GeeiA#e$NdKDlo4aycpT4?@_BrmfElFshsDJm+yf+@_r0!r` zei~!5z)>{$op-X?0o7NJt74tdt>bjPg^uEjPd5VUB?9S2Cou-VQ3(?(XcTj@(XDO< zqIBmE&KC8(g2|SN(Z?Ljg>Q$mpB49E`uTh!Rz@qH?h?f>ykB7~RwHaW31e36n70uY zX<{~4&_gO;Pc3Qhhi6kBnLA1%e`Zfg5vD+c?na_d53Aio0V$d=9QvxDJH{U1LQwMQ zZ+J{Y@t0pkU}jPCf)G{p<MJz)F{Y`@>kvHOczZ@h&fl<~dky>cHMK{n)KmR+6a4MrUJsNXgr?wKD&q1K zR`L8gK$E!BHsR6-SyA}WR(JHBqoY( zb4{H%3P~#I_-6quLb^C;S?2*0B9wgfb}lXnfyE_p9VG|_Y{~)QfJ*xy_QyXpw!LmE zjt3MF;Y{!)I|~oqHR`dUyhG(wms*Bc0FfX+WC+v%d!iQFJ()gdgJ>^qoPu9IBn_xE z8d)UVa^if8|>rWK1@V0KJxy+C1x zTl4}2y}U~u`VACfEBBCQqNZaf3-Y3qlT{uOhUL$ow9%M42-v(JiIM!At))m`h)BRF zN4r@;pRE#k#V~`L93X476uYyoR%9-kNIN{bOq-F&=s1DTnf~k>y^IyS;uhNw8(c*w zo$XxD7}dh4wkkT9Ian|8h-4>Q&n{wVJwSI-C~sXyJRe8hYVx8Y z7>tSHAh38HY(;;D>KT^->R-I3u!P&Pliz5WRJXF@eJ%Nt-TxTDd37IfF*F8hJna9| zxFSn5>fITaC1IC)=9XI_R5PG0L_|^C)X3#_y+8Smc)ry`_zC3C=boEGOHjT1lN216 z6u3ecxG6xr?78ngudghbBWh50@fD0<`!r*b6z zz^z5~P?yOg_RG9AJuXYX?Zq|fA0aIkqv4-_+GsHj8yye0XU{ffGOMKNC3 zPATJ)B-0$w&J#jLV1;pD6Z`Gg4;q|C{y8XAEjDoyQ*nj~YwZxr2@%<-E8F0% zkcCKa^th|dxVh)vP?_VFA3@vQ%UgI0{NYUKKl1^!DK2AQDNIwAiq90~cDzmvc*z!- z7YRDaE7&FwuvHkojna>sWb-*4R`*TvozVRAS#rxs@ibo(lh^d$_R=O=7$pp#uLuoE zT-$%nWb>0y7O3dDW)p()KA|(wDj6n-(3pafZUl{zH;EG04XC?mM)bR4Hp}{mE55&d znZdnycp-2&@NjwJaxa-f`88xvku}Ga2F{6hlZ-Pz$ezzB%lI&F_vCu~kK;{m*o~Vh zS<$I~6?;A4>08@dmJ6EnT~%Pbg_8KnH}L}D5P<4pC&MzIJZWDS@N~Q$JM$~auqrh^npqm* zoNo?Sz$}EX?LgR|``-dkhJV5TkE&$E+HJ#@7BV8CK$mV(b@;gBF50QGn*0y?k8ItO zicP?{^dyjrHjY8* zo{Hv1@Ks|*P0$oxhs<`ZdwKGkwf0$ath^>Drt(I+W#l(rj?nNcbC zlPgGNJI645twiPnQN>jBG7l2>8LrBvHzUp`-FRntH>8;%RU+FaXdk`cjE6JBZX2aC zn_^N?aoTyaD}M8gQ=BX)m_x>CL>~;{?zz6yV@`7+8O_$;2WXFN0PS&@6;)uQ$U~6j zW!2akSI;Kj>Oa8J3`fU$zgOZQd5UCDLXHfVL2C3v76R89i`Tva(+2|g z+`e0RulZK>fbbbm{;hi1po?5=$ZzE|ysg6@5Fa_08JQbXeMO%4V1GUj)&|tGI{KUh z8rT{vi?~I9u;cDjP;l$?9%TF*u4%Ga9EYn-eK5OgM(T85d0sEUV=&F^{5GD}f9aA{ zb#f{}J!rqrLc*M>$T1L>BqUhi$aLsbKmBdDoEBLLUQUK<$BIfsxDT?p`0yyja3ubL zg*L2#zdt4)%nS#;cCIZ$9{lJ#(+;I6VY|T>*gCS!-wVmp%Z|Z|tNPU_`}}-k{#ypI z+Bj{&!hUyPqIaUyi1_$8#MkAeYE(Bk_v3v&CQ}L~@@U_1?aBi`itu9k(^mp~KbX!B z(f&$sYvc-M2=n2fk~^7`@1RsKG3kGGCG~{J#=4|b<8El5NoEmdq^A>H=@N}&np-1} zCcn3o_K|eGEM$AEB5mGp*P)+%C6mQ=#U;l;bR^pG&HOJm44B}l=Q$dL8##slwJ&Wx=&uR;YcdgVVGRp4&;tWu6Id9s^~9FIEx~5^X09 z6K($rqu+me0%Jezc4w;hakBqsSQNO%q&ZV?hdq-gBsh)al!}n;{qQPjFL6=vT3d_n z`R~xCG-+;=J&KzM7W18s;e^>qq>TeuJmN3fAPY?1(m)YemhGC#Nf%@> zTjQ{NXK69C?Ng>*PZWbWjv8@BX=Blizuxq*GF%8FA{^v@J;N-8QDY&}nFbY>F+T<1 zBiWJjY8$mmJ(n!rl07{#u+n#EQkdyk^HosDHMok{lcO^o!Pe+e-l5g-`E2&w!&lfH zYAmVBxyYD|%BoK=ASy?CG984eoS_;;z*xg z2Yl>=MYh+QLx=!y**iBDQ8np^JZL6i#bi6yD!YT+ozX|U3)Am zR%;4N<}BNy!*^a`qG-y?Lf3%?oqxHVXR+1smQ-=`jp6M$YU;aT^YioT`Cbma6MoiR=jHXBhOi^lTz&&Z&+&rWH+KZG{S&{txuCSG z(gg<-H)Hm%*I(&8;eYri0^pyF$6CM-R1#~&SP5vRn{R!Yew-j9UY_wsnqjc?lH|A| zc=Hj;8qtN}^oORFfc2bZ1PWCoM_5*q25Tv0q{$T%XotD>aO*5bI?762Ssc|%XQ zQ6XapKDt#xzO4(z4^eq$QncdhrFGP=kJ0IUi#U6=6bMA&9#3$2ETC#)`d>tgv*Tm1U<%?uFVkLTJ zR6>u?18tenF@r%@eA0Rp|hA7 zFMQbC)k!DZny8{0v}gXPk%OpaS}5hR&}{#+iKX3DGRW*hB4x47q>wUH#FGE%CfhUe z6%(ihHlYi$BL2CKZv^c-Ps!LGDCzfZ@#!xD&Tqfm_Hch1+dKnEsmsH5+L`&wKo*bM z64R2P{@Fgr%iLqZqr*)x;=dn(8XIHot#)?CuXNVdoMHHXaKWKTDhh}zHZ@>s-{|H= z1hU9o?yk}i=1l$rXkr3y+wq>}>qTM^_U~wTU@HBEf`S4{FW}|&=JvK(>R&A9rj+4U zfwr6*P_sC@Z8*t=VI}qY?ise^1{?$J3k&{Um$=tOm;wkq@g_pdoy|FE)oJYCJ*u@nD#+ucQhx z!P(+PBY#Cp!{O}dO#U2*AIV;W(w2+w!bXLhHg_1av(lTw$NdEdfFLS5oaKFf&t+84 zr*E5KzC5!3WwB(|F@V7~Gfzz!q91-NClA(&yUj>&&pgS&9*%_Kef-YUP$y)noO)$4 z(jqxDN9js;+qS1i^9msJu8NHMnZ?1%JwCA!_~2a9V|= za^}r3k!yEW3p7wGF)F33%SXc4N0&9N$X6G5AzHot9cUm(vbgOCWMoLP zHeg8?DME^`L8tvVx7N3zX}-x5Jr0vKJI_|3kJD~P{qpmCq3d{it01A`vJaf8%A+sk zUz@U>Gk79&#nVZ|YS&|y#-iGPt^fFY8te6}r571J7a*GdLVepCX~euf{JngKlb>U4 zEonRtVhgnAKjE!w)@SEWfSW&|r3 zPp1_DfHczA-yUXFZ}$IQltx%sy)pRpx=u`tD*eQHt(9Z#s6=H9W8QuOu>s0}`6LG8 z%MhCQKiUs;@-~x}1c;!P;}4#ABxJj~u^rOjh9C zfYtOp2wfs<+5vB~E~FTF4jDj$*@5N|RaV)~{8$RWv=REzj^paCMrs1v?UA99ZrUil zMu{tjrYSIgFSvM;3tPx7MD}3%L8Mo3Ep=eu$>+S3nHIAX5JTb8&zvP$C;1=Stk^H8 z?Pl)C8a~NkX1s++{{GhY`O&%0ZgowYxsTc|eR{3_b%BQ`^A$eI52k>9C>h&*$OMuQvS*{>!#-v#?wl8Y zA?j%ROr`w{8j9GwHkTN83;qc=j!r#-v@rnB>xWxpEqoH5@65g=| z2ejoicK(a!HDlJ|UF!GF;&}FavwjIpd2k?VaWJv9t;Q}~(oto=DdQs{ArUNw9Ei!F zatgdbrd@!K|IWiRPL-zDU(>pY)MwYaG3>Ua|FMsKNpAqiAMs&Jy)W#~%w=a(>ELT! zPnatoF1?h8a^biM5Ee#CX0={Ju-QR&=`T`~2)EQ}M&K6yUC$_13_GyY5-6NQ0R0vt=^=Ntvf&4}NYaEC+SGzNYt(|L+TneLYQk83p)xcxx#E6Si&%nGaQ1kEo?)b0BUy@`G3Q%P^y`cRYOf~f0Syn`41V_? z$f@uIq3?#&_q9u{*Bh|10#1>kvLP2KdiS>9oOHHhv>ANGSbE5Ra#Vf!`aQI@hg71> z6tw#%6~3JjsjLv-{PkChnu~wv{jw7yB9ZjBoVu4=WH56%vF3L1k?NK>UeNoRO3(38 z#{Z^!M9P8id&+IMc425=MR4_FqzblvO$LfqsyUCSw6OQ6+Rj%Y>=E?6@Ait&ygn+7gIwZdF}RCh*_~k^rq(-%}gI-AtQWV?fcR=e}aD$|FR~&;u;xMj+>Nifi{1 z)LGBd87xJQ-OtK%`$r}Rf$d2s-+=3TUAs}}vlS=QH&e)4y0ayJB`h^jt>B8_{V?a- zXJ*~U;Y#(Y{alk-c>Ug?Vvttq!Xp6zfepX?8LyV@YE#rZ8c?JFYNi3T?f)T9b=K;D zWY~d4{F7c*g){#4+cti+x+W7+?!M>W&qd&B3gntt>!p(-D_K+Yy=AnoqEdEiO{B3Y z$_TK@m{Gy?g5q}S-(th)o&``RI74SDGAr#*KekbM8kuohDusO#vB}QdFNmG+blp_} zCfU8suQgDEI+t^hwN8);60@O+R#xvMaS)7+E=(uA5>uOaRObj83wcbp z^3Y$s5AXmRw;|TKicvlthYczCN+se7<4f-dwVZU5owLH*#npBDpO}=cr}aYPw`{A`{s-X*%yRVx2P2kY4kzJcCRqem(iZnwwKpT7Z2Snx%B8C++TK91vGth z`ao7UYHxE>rfW-u9nVCtZ4W!q?T4jVZNRhK=42XOO^md8oqJ#Jv@0QS2adnoC3(Y5 zw^rn)X_^H&EA21dwyGf8s3Op%_iyE$Jz6c%WgZsHTA@sLfb#PK>&?WY)TfkVp8ptH(pt z*CpjV`#L_5&iC=8@Z&>W&qq%;7+hbFO~ZlH2t^tAh8Msj&;I-Jmm{Ons|*Vdxr~(h zpA%iJb3J}Il#OmkmE|YPqD&^Me0+{}8X_nV^7lZyBJtYC&NW;{O*%8eVu}hzIW($J zL@Q)8w=K_RnA;Ms=U{n7aBw7cGnMvvLSW{DXd^Pj?e6In?J)JiN3uG}p|$BObr-!hUqV?F#g~ zW}GWbYMxYE=gIn8l?C(evR93*uOsd?m@lwh2ACe%tfm5?-@2XNYkE3QJ#=MRKf(FP zgDiz04rTh3|3UcnQguCVW+mU}*6%Dx2d@cT6tA<{*;x(U>!qH%W}>S|8zV!-OG)*O0-`dwnmheCUVGNsahs?pF?D5!`HX)$57&T@`ERJk=} zL7`A|r&ZAszWH!f8#9VNMyoD#VfRk*Rz~t)GzcGJOv;FmSGJ-#@tNxtk~d9tk~)SE z92m%1Y8_>fw2=|#afaBFhNY4?1$iJOkjs2wdHGkEx7ePKjz0Lyx4306XI#a1;*=ho zK-)}%0>%zY-aHG*wXXc1m(09Juc&n^DGT{1UsCZsS=Oe7$XqA(dFKP4L5FR^8nJJ1 zf%Rv*psih{yuAFyZ&5_T)82W5n>;+*!3qCp`{}~kN^sRj(WWObONy|{e1i#^~eB`As>sO9Y|TkB+|SuwHe zuDxel#xy5wtCDf8^RKL2=fsg!1NT$q{VU%A84Ait>pMp9N}YeqjzSRE8^{$_#X{ic z7n^t%@K51`U_aN`uy`XEz{R!#S+YMIJ9kV%Q1CL>n#clcq|LpX|D5Qe5dZA^53An zGHjbU5YohO7b=Q_`Oe8#VVJ*o!~cSF4!{@-DJ#BExOVH;`#N6_-y=gh6zR9xZ#bFod}gq^%s>_#NCg0}hrH%L7KZSyr?|Y4d4m)7=xJk7V2a>Ia>?*$~Y* z=;*;S{6$N|9O(k0iDh-f8IDo3brT_PQFvt=X8$Sj{-)v!Iryq|p_mlU^RmsUm9m^Z z#(TjyXZgg?xnK$5LMpaLK;kXGleUIl8$E6TwD;)az$5Yk>RM9iM-RoM?(mkVb{S`~ zz_3cqy4)LPP3nSiAVl>Y2zIpn$%5w{X4d~QN4J}GxNJ%1BolP_ zIG-#`MYz)x!Z}CUZr4>3SKO+p94DU6I()4aT>eeIi#Fc*^BAn0ftk@21(A2%uUn1==k6%V8RIC)n(6AWj z4Xa&EYK?N6(rt-+!f&mj?M8JelhPB}^u2tg+;=R{{{1_5!V|KW=5k!qdKLD~HwZ|wz|2=4^B|1) z67YB>xYz6c{3QS~-s|hMpBzlL>_q+b(0qY5KnvsD{Vt+gYMO9EfmSFk6_Op>Srxk4 zK-6wV#9PxE) zQ?0#^tm6b8yE$Oc5scOEp-Y6XYLQaApTkJu01|d(gp?q&xX~(>GosKkjtU*2tcg18 zGOO)s0upo>Ar{8NjdgAkh?`K z1%Mp~G$iTJhxdJ*V#?)LEyt9M!|-#Iu$6x4?4f434A-=KUY0RgxG^2Kn$qOv8 zwPD{ke3>)6)?yCQMOzEneZRRXJJ9HwPdPDSy0BFWwEFGyu3wYfD<&nw9!CBa*s`?| z{C(avkdKs=y@j{$aGjguyw0Ms?D}%M*izfGk-b<8a7LWAU!VA9@Av6Yax|9^2(K$i3vHt! zaQNh|moCxfO{sJ8udAja{hwGJPXZX#Py1fwBANM| z#-M$zd0Z(Y$dAD|GSz<|ne@ei=&QCOw@?xcGso>D+q~uACy6G0`q88-8X~wDsUAe$Fh>}u>Te;y2enVgl z|4TBT9?kgMb(d#E@r#IkokU)3x)r|oypi{R#RqfeU8jT@xu2H&4^baF@BM>F-k$t6 zMiecoeh<3VN&67YOo8WXD!l9_UEFWKI|b=Um&AsaY?oWF)(eF5q( za2u|;eO}acIQ143z&P}i&nmE~>rVCPecAvj)4V^)dC!y%-t$>dxFjS804Z3&tmsvt z>$JG_5`f)H&nYA|(8ONyPw*;8#bb2%%aedx3`d*@r(v58NI|)CD2=xzB;uBG#?_JX z2!;sIGUU%t`t%guSATdUE-@$dq+%Jeg7djfo2IBtKa>5J&9<93{9qtkZw;-$9fs?M z#!{*@miAjR>G^aZ&8U-we+56lf5*eKV(rght{)%%B*m0u+e)CPB$CLyHx@Mc_Yc?p z@uVzFXo)Zkn=d|JoHsM79`1Qb?C45Ylf>wPfwls27x@28Y8+I%L z);Pu>V$fER@)=7K$fMf0h5luL#c<@s3}~hx7j;H&AUatHY;7xXTd1q7b;};0>Eumh z=R~j}S9DY?vObg$+ur&CC0p{xhkyV6WlL=(%AI!tX)T_BW2)`-@ff&^Z1!hZ&eda~LUln>-(zd~dVM;X+G=TJbuPLDYdhN>M0e=h zR(@@%sFNREQ{1=8AA0$VNsKyHW+goZh)9$B`sqnV0;v&y$78uXSl&Cnr4^~n1EWNq z-bFQYRF)_ctAPCNH>t)OR0YIJL^s)gAeK2oPYKCfrdpU}AaCyY+x~MEwr5u<1L$3BDoOECvs0S4Nmc1uIA!cqm8|T*miL$ zOj*gAR4xb)us!^pevOK~7o6;^(czT~9abTeobL7VXT;uTd6w42FbZOhk(f|6#-*6* zEr4ll=*K@_jaO%2%}kdtPOkYvF=glaU;qyt5)wjTK%nmc-E<4(5T}I`E#A@Dxi;O1 z7{S_o?z8no{Pwc-HtBVcGXkhIAMRRvC(8tG>HhRd*?;{tHf20RVCJszgp>7MVIV2E zI%O!{*I5J5;^PS1Rw#o1o5X+TTs$}dV+d`q3H-U|2rrP&AmG?%s(2fy5e)YfJIaDy zI*35NfjErX#1k*q*#eK)ZKH)#mWgwO>hu3l1P$){LTgnwJc{!od1&oud2X-UOBiYqqH z6UhLJPM*_%74h;tE-%n}wLz;~zPxit%NWi1ntkhU5HGQnq7+RqEI4wN zL^GI&%&uX1j=1z=0ew7EW#t<`bn@G5anrfx@!|96DDyKw7EykWnM1FWAB6RtFO>%* z17Kf>^I7-30aNEmgS3^wbxUh^?9*9iym&MYwBw?-#bp7iU*vlqm`XOa-uu@2y$A{6 zkyspW@ZG-hEBq;f@cQ`B`=QB3KKSn4Mxw~yT$lXwqu_&ZDwBR@!WGSIa(u%f;5dzIHovC4Tm zEYBju<|=C(v8(Rb>h)2*gXl2rBaYL(_}i4K|Bt1&JDEA{v?V65z_M}HMfkDkLJ zHKy9j#(HPnVQXH|R#}sY%<)lbv_O-arVt6+`&#`-PSl`TWo`*!?sRM{ z?sG4*Yv-GNJ)6L~o@i%37`V)j{uiA>1LRe|gs~;0~vOlMCS{54$QETX*SY z;Q#_nseBq_R#Ec#dq5jjkWxsmY2d>Sx`6&yl9z7ZR%&*6vNPb;bw{{ZZ7^k)tS2EE zVlOkhvhpvD-A1d^lYQ&s(hc<$r^%>UUa_LQ2!1G7B|JBm^!DXFbO{y~7M16U^9AY~ zfs@olndO_XpctD@xJ&|p28%l8T0NXUm>v`~+*-K0dQa_xm#<%q+#eB`d}DwNmKqvK z@aTv)LO(N8xo36_YZP4KrEoUOO`B~7KeqW58lj@JtGfAIeR*ifODLSk(zXEO)I~t? zZGe0+>(jk2!x%E?>#a3v{mj(~=mH*$iw*_Tz1f;T^0(tHP}8yZp6JuQpU0Zp5JxUkGt>1Vrw1t976rCZPnaLo1Mu}CAEgE|{#gwRu`jCEjUmxf*&aZ9;= zp6@EuAM?%>>{$h%Ks)(vM3i{&a5lCJ9fP5JcVGSVy_uKZzZ}0F{L<=OYC^rKBL0lk zG~1@-H5eyrw;+pxtG2B_D%F19ke%G`)26Jwtztx{!zs9Pk0D(u@_cj7@C{-uIm#>O z!3{n3R14`h%Nem_@J~2@ujd1ZY1S)_sid04BLhrZgS8(UJL8W6RJ4556YO>srwkM1 z3NT0fStbpko0$+3=djfcN!Mek3gHVGr0_KA&o^15!hZSWCCHlzV|$VGYzpM`e-dgB z7~;anE>p)d+3mQju97u2gEG}wkk#H_+zGMaMg-R*aA+_tPX<|#>v&aH=N7(kdFfSL z_~?)(zX^*)Q^*z203ik?qnIgVCDMz`|S{?~ZXDqE+XCMAtNV+2~%!(#*fKs;OA8^MRgX|z$H2@v`pzWt@ zzo7R-8atgqSI2>SNE@0bU~gfe8Irz2f4Mdm_K^?lN5Q=kh%CbbJtE`bY>ATqAN0m) z0r|(CPOcleQ_!d{&d*IhULXE*Acl0j(hL6)MLvLq69uS5f2uq|#`1W_SOMfzF;qyM z?X7T5?V_G3Z~}RXG1*ep5zqq*+|(Lplci6Z7HLFUh=%kFc|}rT%=JU2Ocy9S^_Xo& zhDw6ko~h4-hK8;o6U_dumDRx7EjkF|9|+yd!;us6*!^n<-be^E)ns?SGQ~Aj;^6j zn<}v~ysSDWC}?4n=pBd;upwfJl)B(Rmq9;J9qFYpuE~=wHzTzM zmncEYg-6JXjM_5V!Sd=s#e7~aVN%gbV0p77HZ8+U$iC!x zGY_6?)eZSTO^=CS$KR7or!4{m3W5@FO!tPO=(OtsySfB4s(!9;I0H)%b5Sjf9`5g* z^|_vc$W|jLNMA(*CMPE$?P+O_FB!&lc_dIxiQ0vl~&3sZ?kf%Otlvwl4^!okt6${k4^{5FIU5LyLc zL@JrW8YUN3VJbxJxCXggR1@s&nwdSQy(tN_;t95?+g?O7b7pR+%f@JXBnjG0Q`H}e zsPpM~>HRv0dCDA#)J7k+c)FgRql^P`09pa%D}Axi z-q1X*ulYg2-`EG**e~=5bI84S=vguFB@LCx?{8ybkO3o;D485Po^S?$JUBDlK<$WA z=ZIYB-(-GzM8PI#+%WpdQE|-D4vHA2cJC9L$8}U>0oD_>~aR zg?#@)UwY-4pUtZT{L z?*}2?D)8S3kRq)%*my8fnOhzC1BnNq%AYD+Ul#q6Kqpu`jwF)1c(i{%R)#Kqk!F$)H2@bD+oBBcWl=K6@Z~Ibdl!q92q!LbJ2@ z`8(19SesJIphh|aw4$Z=Q&IxhFAS&ag$!5=L)&iKW`xLd_EuUdEmsF>ib%o`j^8X!E-Re>n;D0rwf;z^gpO2Up zf9tGhTuk9i1CXY=j(9Xiy0PGiYp-w~)nLPC7IsvhIk7Bxi?gz_f)x)KfiGjy2e6-= z0#n&{-a_9wGX>wgIZ$j(jfVTA)8}gcXo5UXwwoOu*-K|unTi50``|JB_J0>>^=}Zm z-VYeB?mR6lC_xhWeg~+%Y&(Eb>K7M@3QAuco3u(?RaMNL1Uy-&8ky~u5YDM&Cr(jS zEKQ-hI;$_0xLVb5O_QCq3O=>G6unam+AwMZwGXJ(rLtPrVw7nXTlV*kx+%hYhCe&z z?87$Lq#vMeC&7c)W8+4P{blJjvkl|o4DH?vf+X#0n9D$v0mZzgQ z^WboAd@j%~O9{@pDq*2As|kDZ2rh#q7%6GbgQ_7?RiMrA0)r|hPkhQWGGAQZ_UW*t(Cd3=L;AsVad`D1!%>A(0qAlR>)!S8o<$(?jNFvDD+C5X7D z=92Jtj;NuQul!TH?*H z)8*Cb1{CW1{5aU6u(DA3y&K3(3)~ZDFmwqx&5+2(K8qZ>6&%{Sy~hktV!xUWhAse$ zSQdXpGKoY+63R+E_S>pKBVdGI_kbVhL6q&eX|uw6%(RbLOPF08J_pWacBn8ZCpdPa zA&-Af%m}Z#8YwVhDf;TUreFs5UePnQ)Srb`R4E~>igT4;;Fl(AD$~~>tR#i*%+r6N zTDknAd-wE(mqK}xVzk&9J(alv$4Z??po>|&87C3H1@Yh{xD4WDl zk6XayO;Y|)sIrcv@ufze^|(`1NCorgvumguFUx&9V-u%fyJSRf8@aI%0cT8wve2!=KSuNW*7SF&Gnt%s;?|p z*DZ;rBpOq{SlTYQFa3gbdo6_>K4lp){BqcOq(=l7CKz9MR5laR1czN9I> znnGHTGU8se29Niqmqrp3d5TANkTQHIT^Jmpspj{YNQg#m?)MB~%ZL`I_&hIN;|xIB?QUCf~E22uHWmAzd7?r2?BhsD8zW8nt$>1HX!Y+6D-Cm;4;0+P?eU9 zC*Wk|<^L2P7`>eC!(2G|tL>It%W*Zp;9@n)ug;ui8>Q|&uTr@-1<2AU+Y`H`$Dfis zR61;Pj3StQ_;NYo8YVgzUa?JAYX;)wibR|A&nw8=WxZ)Fm2CV@z-ubB=4h{OR*pI{ zU@TEnPVai4Kbp_eI|*&QeA`q5uzKY+P5%bCVx{cM3SJhRUZw=4Ox^@?ltJ8SrT6bqgUB-;--)sRaOIdJK0fPG)*=>(y(QEHK^&c^nELvThlq;%(2V+{>Q^5W9|-Ri`^lY@ zwT;a^9cYhybAyTsayMm2KWAFwv(*sZJ+DnWNb&m@)SqNTmN)#D%=TQR#NhI5Nqo@! zCutJ}R`Hk%YGY)0sYFQt;$;S!JNOGi<()-B(!wb$jVc7qPVen6nh!Pw4p^90~mMoOJs(Vk%>tjvrP6|WkyrrQ={4O*XZTc$Nv{w)$-{O;v}_J zh}p2>MjZM0wx0cgDkjaZ)Lt}nc_DhaN95EItwr{@((OSg?d<9rUE_Lsaix8L0Wc*>!*W!IcmS10yUYwqd~NkG!f_1z_cU#;5MK3*8FaK4Xj(&d5@%(Cs(x=oS|MiMo@mIt%77s2iOC%K{kfP9N zv?n`>ypDV}g6iEKzf5D!=pi8rZZ41-L(swaJAY(Z%nr?;h8(ux9vWF54%lZxjsR;i#KPpGyjrqLt zC2(59MyR06N(~(VJJ*o^IPK!M(r8WL17g{UpB2~3ioXOS6XRDUqSTF+1vp)iP^aOq zSYPqj%i~O_2lC#hEZBDPktv+M@copA@$kp%p0eKndX_2#5T; z_UxdF@a7@?l@IQh>xn_^rmbq}%X21&Idq1v@MkJqc^-}y0%Qc8wbPw1q(m(&+`Kx zpYEfxgMhaXG?e2#ndM(!A<+Y8OhW!t>i;eg{#{Nxv3lP(BAU1~5RlMj+4H6;?zt6S zx8FaA!P)g(L5mUMekdpEjmzYuBXe=|)iJ@^Xax|Nvk#m+{j-}>`0p&v;|kF{U5K|YeU{}6HSypjjf#pd?>1e#L`w;t4zV(S5)OWR7t^HBjYSaHS1tigF_l0B8KAwzqbfX2K zTtli|>C4O5$%fpF_3QDgwU&vF)IP-jvQ-n1RU0urCloD%y%jSfgz zEOfwAE{MoUnEgQ$sU#}8%~irZ=OR3vB_Jk=k~p^Q#`DY#X;H0#dmyA;4CgMO`Q9(i z_f;|Y^Ck6)W$)9EguKKBcNvoBeEnq^?4#Ia*5y^-(`h4gI-tZ*y`6`=(hk)}y+g+O>B+in$KFh0AQaxpgOk{>6ko|4!* z1wx5ce=}n*i;FLrfP+ezXyI-ZX^)9X>Q{RI@y?s`gu*2VX^uU4fo_aqr6Thi!YTEo zlhby>7aLZlg~7Fz-_=L=FI4S^DiqYC$q_|GV->c&K?S%KpO1w_sqIYx| zy>Rtqp$OUqW+JUfO;Mv@42L7seA3L-gO3^jR))=VGU5?H*jAlErwGpTkN{maWsAAN&vU;eQq`g|oSu(n_JphX|-g+s9nRxE^eXeCYH^rDjTMugf) zQ(lhzW#KfG8a14AGKG4jm8f^WpA1%Ef`*{UpKui(M)oEzh+uwMeqwH|nQAPa22Kk! zV-ydmsR4r7Q>%w(+!3YUeGMp|=aJ$aPp4Nshv2gT41*X>^KImfxCr?a|IQ~3lL0V` zQ#~n_IBhwjXP!idf5tKVkb9fi9SOZ!LDaRKGQCI2%kS-N;4sjKG~)+IFPa6 zc>*7)AMV=n^j{J3%}K2VTn&)(&5fS1eRWh)3-!RqH%SRpHQU|@Ip{KD)+(KpRK0#G z{nk|!?8CXg@8pW_yHeOWLUz=(k>V8MhKWlRE@+S}gTqvwlqhU>Dd|48b_;xNE0sfV z(?MW0Gsc6_m?_*2PB`Rw*2XBWm}86VP+(PR3R^nZcEu}rg@}~#n2|0(QB#tTB%=-#;J7}3?Hng&1@a7&P1rtV+#M-bn?!R@CK>KU~I{#AJvS+)2t3<(>Mg zsF`bz3jzfc&k6VSl6}CxLQwyDdczKFk^*G6k9sn3RnpOST+&h&LbZWZCM~~iW+gqu zhXd|Yz_+MfZf`c@TQ0+vt{Vj9K7l@~Up0>%4%gvMMDyGg>7qC_J?u&pVog7!tQ_%H zMAn!J=_2bw7IbICst5*`Uq$lqse$mX0oC3Hh%k7aSUukTmFIUW;9GUQ-+8WOkp%sdVJ zyZo(Jt|1uteOn;iWhKJ=`a;nc*iuru@t!tQfvNCAO>mRT?vT@HY7ssB2&cI>0A4Ug zGnU<+XK>_<39J9f!E0^pe^dHS%gVXVD(e6H`{e4%VkS@gzrE{!PQZBnK`4wKpZ2Tt zb85C&km4Fb2=e>>2L`R#w?~2G6%adC)bx_?Pbu;>?C~FRrnj0id#+G#f3!SXQT|b4!V4CqczPzjpvWR%_%lK87i=d zquvf}s--z4mhf@*~d8UqSc&iV(%JdSK;fr;NN8g_Bni7JTx)m`j~Ae*)N(hMRGCRzjxb z;I&aBrou5gzXz=yKk_$)9Cb&s&5$}@6%HhtIBB9QmjT}0 zQJQ8(2-$7Y5@cUO)b?c2A{XdVB=Z*Z=sXm%U?CVh-^=FU#B76K9zwc`)bf6Z(Nt#EY33rNl+NMi`W_j8+j{OZIol?RJ*g)rU+cog=L$KqMvic~s z*J7EkCN*2|!zn=p%KDTm{>MZP27zmZUVD2%-UbLX(nAxS|90kjniYXg-r_8iL}biW_ve)uQ{atS&TZf|}669oR-u4Gozt ze>^nf*z_PG$Lo%2$m5++$}Kx8ad%>7Vos&7vD z_#6ji;g&z|QixK`VH_gYNd=)4AUKcBLz|r3=kq9xm1(q}Q~PZPsnsrgBuVYi4DLIq zTKD$YyFkjtH;crEX+9nr+Ld}<9*n@B1q}Lwk_(B@jUcGlTB{SQLh@B;kO3yTQe9Cr zkA?bH5hd1ZwFLOl>5pVa5R0H^6+!+1|cfV zAg0f!*{aw+Iz%Jfxf~>r?=`B1NOp53QCi)#Hq@7=0fNq@N$+<=R~YX?2!Y$;clv=Q zTzgkc;9@i)LpGglP_Oz@`S=g_AYhq}S)S&*!@k_b+_=B5!Y44SCXau*ABCa2))l zG3x@SpPfSA&Bcql91wGP#gUQnu&4Sn69@4ysrmsUG}fI~n@(2;GZ7TYI;IQ<2bDT4Tg0VGbLe&*x{YBtQu#ohQ_h|}H&Be2Q zW6__vG0+QYXi_CmDjktbbAs_PpGg6sp)4G6AoN&s;8zQWM1W-Kkp*n4fLB+~B{zZKQJzWkTN>~VKk>wGdh zWMlB$_uYLaLVo~+Y;uROrsI4*YyuA!Cz@|p_YB5P?=%%Hvxnb^j-o5wu7^}NrAFnV z+^^i$e1|1{pFrt_@2EGo(3QG>>~U9F3j3bmspWr({Q~*!n<~l-Kp-5gMg>>FaCkW6 zYjTItfX|`HH#{qHRNbSPZ-FI_;uxbsZuH;!z^9f-Upy@ZFS8j&)f3Lp)oDWIV9;ru zA?`nw3)JVNNPp^$2U?-Ix^24^YCR+&dh8%3-(H3^sZh6@a-Q&2Q0<`|+OFFp7EcZ1 zm7y2PsdX~RBJ@>=n@XWkS42h`rP_8h^iAS zKy7awZ9+O-8Qq|2%s%)DKP1GCFdzGt3}vz2y)P7YAFQEf$UgQ$O#1cF(6)WfgJR~~ z4;M01uu>jt6pOyatyKO(r0|tsnl{NT2--12BTZ2c(hDE4t+qzhn%;3A?#VnvONFS% z^AFL;pk>fN1O1EddqwCxZCgIeJAM$wTas<0qqT96Sam++K6-@(&ZlzL(2#1oGxANYk7KE7OXl!O>64WG3vEjC^tpR*=LFC0%M};Y zsq`B@mZV3gXtluap3A}VI6)mJ77h@G(}eq=17P6ph_5?0(sw%=73_Lv%O~Z*X|b8l zya4cSdFstcQNY$)3%ezW8_Y35{1IfJ$rIoi)H(k|KptF~xr^{BAy7t0>j5G-)zB>e zV#G`AEZ=a%`Rd={nMf}kT{!4WBI-LsXm&o~&%ci1$d_fpi5B1+CXq`lNUHIxNrc?Q z>EyE0fcGU(>3&zE8U~dO)Lg`Aizx&uLCpD+KyKcnLA^hw5@}tp#T_wXE#Ur9RRAVY zx=!}I`5<(Q{uc419A%ZdQr1d@>(^AncKOEh%?2(qjboB?9j;&9-9y+ejbx#`rc9<8 z6LX;3sHP*Q#eP!aEay{icXV2-YEQM_N4_78Y}!W0h?BQ zltoykpt`0Eodr`XQR;jC;3%EUAa^hNvpk_=5zP>pVP%t5cdEF%&B2l6?r2?KDSK1Vi?!IpcyjUNQwEb0)BploV5a{KHx~X%vPz_ z>z!J37uzV8YA^q}ynp-yPPI>Yaz0()X)7Dt%F@ShZzKOGU=#k+503=}H=UUrdY8Uy z5KRMzE^~7F%rtLZW<(OzQbUU1a+-u$lKYJYiM^Hu>B2<^b)mhg%Oiy%g#wU1V}7Cj z{f|(2V=&Y(scI!lH}BY~+b5+LUyRxniMzl~$4T3sQfc@O4A1`0vK(uMnRS%+jId5g zfHl$3C192%>=ri`?LcMxg{>HvD_|izTQd*l0PXDUakb7=M0#P=?@ICBV`7Dbc@05zNauMG8^vf{UAiIl?P&Tr z>ECc*Mw=Q2)o`pJY@13Kv%+y?;|P#R({70+aT}Z0eDB}#rPg-mzF#kIDBiXLpJm>^ zilhGUCgClI({X$f4T}Nk*f3WpAUKmwSFATNd>n{TXR$wv_cFh<1i8|xMQLryl#`S| z{2|((|15LmRc+x+NH42PU5hH@E}~Dd2ew2q<6~2MVV|Hv>7o2B!wrnKyPeFn%K>J> z%hlhSCTr#*tC0?TprqMfqxkMe7gq!~p8ss*Wg_gE|4~DO3Qj!smXMBJ^F#AqAnGs&9 zh@yElaVHds_4brl!J$k9lZuV>fp$(a_zc^VSDO=GPm7IA`G{k+#_Z~VKPBkl6iAW{ zKN?@lQUbmyFG6c83q*thB8}mJ_TLL%sBa<0`4PyWf)Vv%;NCm>0~(=2g_s&}-ZMS) zeV%yTkAn<`wfJs}+@eh|OrgxP2Oku>5l#@wWQ+D(b=|pzO=-nSBHB%JcxBbiWgfFG zg`i4@Ro!3UT21jLs}OM7%u2uU7_k5Pq1-I)s_VzBMBcnHtNuV8Q9>r}k`%B*Q=#H# zbv8v!#T6LsPc7t0T6b!5P;cLfRbDJc(wP%iUtS=FOEJn4daG?W?T{X-L|aj(CGo6! z6!8>m0vy@EX-x%Pr|TJcqIj1+vS5LC$6fg6ip+CbSBj=xCe+n3zom2uq9|_P$}14y zX$W3cwZwHNel!SsryHogY3a)+X3UmG|91*3H%(OOwYyJwZPv%gv_1MadSC2R-y}wK z_epP1%Foj2lG&C4pKk*U%r#s!_Fl-mh*Ph*z5}0jee~O3dee37d5=*Ps0;5ybww(5 zo1;P7l`9iyXOP*q4y4upH?)C3SBZ{nlHN}t)7iEfDhdypgJX?+rk~>3(z$gfFgt2l z)mTc@4X;+I({TYJzR$tNX=%1YdrJnY(S?--*7ob%GNg17&H8Te$(Ur0GVGE4t{AMb=@(5dF#tqDHsI%MWSbU8};K7Ii5q7T%NtlX%M#AV5f8_Mg zgs52{n0H&^0|HM_p`W>XdyG}%|0UoyKg{pEPh-!wIhQNG!bmxsl6{P$DX$J>+OtlZ zFtKg*(5AF(pnTpV=@*A3CyPbfd*dcwygiBjl)V=m?`H%G*W=LZ%jQ&xFgv3oIz z-+5=sUc*`tBRNA{P0l4p^hS!NN;cLdzlaGghF9GyPb8}eh-_$dMC8TcNLxTY{TrWd zGv!51qF02t@aJ=%Y<^oOC7IgN7AvTKw#|CA8n*BJ`>5=jcYqjrQC+;L=ENq#`HahD zPgpS4SyqV-fo+A#>ko9wLeO#r#5X$+*j%j2Q%L<%QbH(Wr$WiIZZyKDE;OtuFo;1+ z5c}y;O{0G8Q#pd1msZ4L}MH4rLp3wjXoRO=r^8xWnp_3@% zq%oJnkdfA6%R8}~2Y)wCW`H`B0sOcK`26NugtHI%NOM=H(pSh@pT{=Kgh`S=vj~OZ z-8{w2e5JTHM5SwF%64eefTJW&6^54nm(dA6&Zu`ly~6v-*73F_vie53CsC{-el2ln zf6W?P9)q}&ulrHL+zC03f(e-n*d6;jf+%FC{{nz4mU3Sl$dzo{ot zXnTB_5h(5s$E4qNLOQZlaTF`?P(0!Ncws}S@spj1LWC!Mn6NUkiDxq<_X&P|66Ic} z@y!VBsJg6%+M$)OwF+Yro4c!zNrJEXsyJ<48U6B2Y8o%uz?U0U;Mq`=JW8!WF|YB9mvd|M%)y8M>h0m}`Jlerwtd6m>W!}YeUtWO>*8yST(B(=R0IpwaWc;t#r>Ia zPH@@sj^ca2Bxqeg+VOP$q+n@}$b)^ImbJtNDqVfeTHARu8%t8A!N56z8!d)+T<)*@wL>u@?W@B*Y-vv!!T$qKU!dN0qA_lVeSX&%)GlIOx!75_H z;Rp*o@uPUlSxz(-wy8dEGu*lPCDJ;=KnQX$@RLnAbm1GZFm|d?*UKS10^`Ga?$by4 z;IjbI(uZ*pIndrr2+Feltw$`F0<>r`B@oMDvLQA0f(AjjuOZHt#b!gOko_@AxqrF< z%8kJpi^##CI87XNgJRS9xT({r%AX5M8VGQJ$^w|*%U!2rqw0B+bfbL1ozN&m3O4F%FnDv4sS$Wc}- z>3iSqU#F$TEZZp8H(S7rx2N@(@1EXo3;j{V5LnmwQG&)A=GaG5++R5{-=V-Yf%n#z zooD(@a$9}lOXK@lnNPo_CcU(}esTLW3RD4a9-Nm6*W1tZ?LBs}FV{UO!LGg@-XtSk zUc!>^0*ZZwX6T#v7K82>2bc-WP0fF;g|F2VfEe~oYsM|_`}C*_g>+Xu)C(WWfv)JC zYemLqN{x(~Kb#-u^5<3OSt>Fo3G~j^OZMNK-@0Oa&P^nLall8@%mZt1f;EJYMbnRm z`A_h-E|}2=neYnKrNFyF@U9!It+e|&GnwWK8g)dARAZ&j-c{E`23iZMea?d39XB?- zZ$!7kq^lT$|0We8zsZ`Jj)D(U=y1XAyq4ItH>_$_9or#hdfE$1d0NPaR1}|OJtBn8 zV%s;1S}P)RYl(vr6%wNEd4+{jW}wAD-jhsh{Seb@q?r0>U@+^KF}?%c`h+np=k8yh z=K0>ryUA_Eqe*g{Q8YCJ(dmbjsuni`cNUF*!^hRz6Bj-7S_Q9skupNoPK>Sw zNw*acaiGP{(LcK(ND9;^ zGqcx--<{d1diQ2`XHHplUnVtEXK5prJ`J)v7>Lxz*2@UZi z2H2QscN_cc5h*>6Rd^W_erIe;Sy}Pnt)VWYdLgH?siN8T9F`UG+tDG~G>VbMu@>Cl%a>&sA+t6nC}WtaAh- zN@!-*hI6lQd%tcfp8YB5J5%gIEtP-7~R9bKWzi;LyLTtls%3Qe4>DlBG(e zt?F00B8NGVs#+e|`M&a0TlT!%hDWXVVmxJ4mP9?WCK;g<%q&$Z5+=i(UBEGG9Yaau z*ehqtJpI*dRSS`F*PLZ?<=+d%JY{GzYhS!gr2)EVTo6WLDJ;9;Rqd$`(eHT>?$VyH zUc62%abZhlO7ONsNq0<7TBdF^34ytLwk%#qELbrlc4!6A!aC`%_##4>ARTAaZ+d1} zk{Y0jrVU^yjB%*Ci2+9v-jRa;Rmc-5E%$tvL|qEt2uqJx7Q#;A8kCI-F5=OQO}XxrCJOa}K98SJo!67D8mV|zvwyD{ z0m@GNjoC=;epmbmasC3yV=J%Y8teT1$_x0HZQw?5>z(%b3X_8eJD~bfohhq%Yxd3O z3(h*wOZ_z2o{XCD2419?t-z3+-`t$6QaS*9KM`!XSXtAGHRw^Wpgfuq$bNe2$kqk= zo`vqA@(YM*A;Jes1P=iZJ`k*AJMuzq(-&)?EYkYV?`@kLRwf_m*M9r(KNUJ9-P&H$ z33D5I3_CX2;Z8DUg0!_Ft2&o6jXxxYMm1<|F%dOTrF$x3`hkKuiPH}6FPtNzbcHHm zB29jR`xpyFi+yR|3Y>wf@_k+OlxOts-+q9xS;fKhHL-C!Zy5ct)Fm+`Ti16$4bPXq zQ*R6(F^_GMXX7fkD74kZ_$g#4jHic09!Nxq)ViC^xbrfmxR*Be$>=kPSEjbO@LsFk zT}NNC02V4^7O33Mgd|VZj_A1=cL_JxgSIpK0s>(cb1q*P`lO!Rs@0fn5m`-?Q{ySL zGJ1)^WBmc$DJ}RjTQ3K-z2_q#23Vilf?v|n@b80l4KmwYO zcdi@K<*wJo^pK+>VQ`_1)m5zvXQvS?Frjn`ksy3bn2`t(D#}Y9KFA9HF|ci%tL=S! z@eouC*nAbv1w))T;I_Bcc>F^ zkLHH%DyQ%Zhx4*vtw(~(tXtX^%8@`t8jc_v(Qycb84eD6buKooDDA{UdM6y90FK!j zp37 z=O^hMIzFTLy54>l6&KCzIR9GAsORcBbN}Prb2yRi;d-sz^*OTC`aUqmZTD$avDKMX z&&UNb=aY%Iyxh5j_c#FGK%s)4JB@a079(G-eaXNBBC=B?7 z(hDM;|5+m!2;$Lf(xP^YmVn#p?^lXfM_ymGUCa!@xeMyU5@vHe4hVToSG2=%OlOp4PQAL=Bllb_rpf?UCNVw(7IUhNX*Y%w-NnM52a9sSTJ5jDv6^Zmv$E#jJ17BprTMsDptnW%+tU#=PRSShzMp&tF1Su?JC0 zdPB(?zyOD>XTd#t!77!tzXgO)|LoKgx2&^o2;fgGoA$ZqtDt3=|Ex5q2tI{eU*)Xw&|GwJCNoU*f*i89B|8-US6%vQ{n6BqBB(o?`gYBpKJ#+Nyqx`FV>f;}qJT|?~ z008^<4(@jjec)asXS7F`izCAI1*doVm*;-B7U)^8);@ejg8t<6pvSTqXU7=4|7Q5Q zIWUR#D)^1*ElVj?14IiZXwm|gr$ZLSkia_WI!20DHNq>SLYBX?av3>&YObOVEnSMLT^F%l9;d z&3)vnbl8d$HD!UD6LJ@jFu=9R3Fbe>Fs1AG6L60;yKwjbn8msVL13w*D=&QzYX&|9 zK9ogN6Cj|Q!gtctvP;w|YasI?zR}0?gHK^~IGt$Lt4;cgI$T>KO(8!#8+*P8ktX7v zef09$D5ih2lRHBI1QEi~`)6~)9Vw8pKx=4|0t)X0&mN3f5vKK~^%~!WzFW8yDBYQ# zuCGX)cy+2o1;YXkj?eI+wqfBo#c+A(g$A-i9FforH2{4H{=D7sRC~t_aAcFT{MgLB zf6_ch1QKg+I)Bp{qG-Tx7|0DoGzxs?rmcx}7)d%fl{m@_%l@`}5am&M+i*g|+1 zLf~ds@p^Voe{}W0=4pk&#te1r1{FpX;0@Y%!}2o1eT(~QZdVbtrtY^?b-%G-r{iN z{l4;N_Z9;Uz2Ipe_zj{!lB{`QOm-bbIu<=JsfXc2qfjARv5Ijwq_A2TUcYt!D@TSw z!9dCsUyPNPX_UzQceDd0$mmLnwn9g90V1SII|Z7^!&I>QI84MfcHN4YIzUJQlQlTb zw|YE40Cfdj6c&ub4Pgi$W?cP{}rTjz`-2&rn*OD+(Bv5Bk*|yVfteH$CL#X9>?;fGq;zd%ip@nBf57iP6#xA5_GT5=}n9uA+XU_n04UPMv9| z!L^~?)A+z>WFMKrg;Yp+8jQTB8D#G%w$g8c&F)6vTZQbY29>U3t&Ge>p(hiNc8Z&I z@8BhGfDqEq{R^7!)2W>|>DvLQ&bO8Cl&oOo@LD*4WbMN%CPy3_oRPMX_$;&MvMnXd zba(BYH%1eARiPD9MZCq#zN#L_;~(VykoMu@S_-+g2`jxtg;u?YJeE`3wNJwpj!+Sf2*7L=_&)1u+94AyUX znNo(tSO_k#14V)uad&IoYZ4^vxc@9TxGlH@p`L3Qr0;QJ>F)w$CCDoA7_)~LeAfsS z`EZq(vT-3xjCJexty{1-$sH&yxCEcvc`M)D z;plk(IB;8X3VEMcG!&lqSBekNUm67qCJ>vN(oVKmq_xYEKgkgH=B7Z9_#n$)-7juW z#y}HL=8&l&_of@lmg~_EvOnIM$wtg!=-jx~O_+N}cO7A}3k&!5pzF?)_a$7W>a02X zs4A#rqpBACjI?yu($bPW?B8(M>_1dw7ewO^@TrmtnQi{2`mTBoPvSyS^X`O>lbGb& zbu8mO)j$n=&Q1hGY9FJ*2(f7^y67iZ*V1Tmw$p=p<$ z0~{h{w)l^V;rz@uf`eRX#I9z6HcVU%+xnirzj6vhhSd#|+4<23zw z#p~QejaMU<2iy;(OVbKo;xq)wrT~iBwsUn83JSUki-wp~0iOH_7A%)HGtX3?RUmYQ zFV`O~Z;(ya3)Uk%?7XZd*gF{Q`{p8O&6l3~8D-1)^5rFzm+Ae2$jN8A`?BP6yx`X} zKofyOr$j{eH}27ct2;;`1)-Z^zU`o{ajYxN!%Iq5nojQcfoC`j2B+si`5dV*wj>H4~81p1Dc#B`?&@i;1 zKy#mc`=|jzFCNk|38uZGdQ?B)&FBvY(tN*p+cuma50?5g*kJQ}#Zac=MW zuVOb!MBeFbGeeOtz+{VA;E~cAxDfS0E%8<<$ZM`v zo~_k4>2@}@%ONJA>fI2yua(4Jv@3^JSv{=uYxNyaPngp7Tj=cGdkGNJlQUEH4a&Sx~Y z+nFny;}{G?V|tSj3Uy-Vq&BbT^L#Q-BL*^=UcS-P?ANk4mqh_b;KddNP_bfyKeev} z62Vb#K|x+^G4my^^5ez9Y;|!eiRYEHV)3-`1!$iwN^H+vu5&h*Q;B&enWdI3G{Zx{ zMgZO-x<+=LSkXBkp zn0mfx?G*6Ui4_nUntD1WdV_tLO?OrfD+1;ltSAibUO&Jvz!Z^M$wHEGa<3RbGh`vJ zppuvk45_ILk}RHt)=8jU7&oOqL*ii{_#4~%(R%!33qkeSWeMzlO=MR8KyyRXG|mxe zdes>d>qx6O%+wouXypZtY+s{+`%>$}o+Ad(^Q}bxyVEW$~ug z<3**5FXbYCJic!jd;lm%~ z>ej1H&!LOhVxF&_r$Qh+wo^`p=Z?_ZWRIeF_PzNuBrcwz6TNd=x&iIuAe& zL6m2Pn28BZb8arJ`K8TuLv*Y?>OAL(!n^qc#wnag&&3WpPzXNm62teM!|k&cSX#le zZzjA(d{+Wp;f-_FOPQeS8-BN?6GR^tf0g zas}S{7}=7hm0z7*65IV6%oKNWP&<*(?g-llrGZlkm29Zo5vswsyd;Osnf2!ku=L(8 zQ2P?jV7foRB5=KsI?rLd(1Xi_wvejP_sep^GWBd&|I$o=JZto&bbg2*gzxed2o#Sn zw;Sd;T^F!j8d=tCKvrhFk>%lYA+Eblz~zuN>FlO z?fNK8?BAL0Kt^^dtDAMfBWPTO%Tmp^M|Gl+;|63vbKE;3A%_Qep`w5MUYP&KuSj{c z7ggZfz*x-986?y@pOY*`9%Gzw96=8=3UOi*hEqugoYh}IJ#WJV#$~aEA*e5v^Ia1~ zr4#CgT_E3;+}NUo9EN{fj2OlC4Qnef7QmlF?^MpZG5#Iooo0LyGU0a#Gw`!FxDpq) zZ}h0MQ!7THHWfZNWh>Fh(@$pj*^c-m8Bknh7%WJewvbKCENwOMgHiRHAw!Mij~E~& z50tE$um4Vt*#||g4xldQfqy5OAN`YO`(>nzATWmT@V^elftsDK3T*@l?|vdL0FmCNBC6`B(hh!WCq-{F}{sVJg8ukr>-ftLXxzfN8a5#VP8r0Gunsc zW2%W)e_FBtVRbDfR5{2g(wU*p&!q<^dCOwVx=TL<)A`u~NTkvD4%&Jl8LKfz#XU^& zSYZy-p{$F_hm(z9yT_im18`tlkN!*HE}&%W{(mI{3Gpj2bBXG4pjy zX+tw`x)sVv`!YceM(npBrtIT_QS~`~kb2ahsVQEFwsbLIjl?Lw`N6Pk^z#0!o?cel zm2E`*nZBj@Hnt2`YorPdYyr>tmakz6We(w*eJa4siyxN{rWtI#y?8*_0O{eqRuQMAaW* zf-mB%@kBvkxjZ330Y&#Pm0w}vL6Q=p`c-=K!%FZG{**zhb|+7CGE224aS=5GKNL4M zzlFsKDhzL{beWTrJv%;BxoV{vxi6Dzy&!Gb^A#*AL=Mr^{b4}RpnCS>9h3&|m>aJ8)#e?HAr;KuuG6uLz+C+Xi5+!`Uo$51N34v6I!aiU{HR&Ko_MGv z@Gqa&pnZ)x7kC5i#~XF;N}+C-&uZV4-5PN=#qSl#yRphVo8-p~!%JMi4tQTOcx@24 zpXaysp00I%eXjqD&kjkFA$D6MLLPGT_lG`b%-iuJOs z6B?}_u^+?!7EMIzMJ2ETIVOJodOxoNK4Us#AyR&`!B*pC!c%Vu{LJVC7XS}vsh@PV%s}<*!R1)9A<3Ic&@_%Bw!05M- zZz^?DhPZL}}{4Pv@RPM5%< z-K-{3wD}gEC`_MenDj0Uvp`AErKQ9G2YQO{XWtHOG6#VhBk4sK@i-`vHd}C6ZlJ43 zq)(^rwzo*A?;A$5X)V7?OWHwsgrfF0gV{6~2(qjNp9N17(xe%oPXCrA9_w&858LtE4$}k8z}aC@_2WebPHXaD|W5+ z4tka7ZPVZ8F>gbD2N341G92b`YC73}F(vyFh-w*F?gS8g_Nox#wxB9E(Rzesw_KoW z4`|^%!<6fneO*64grZokMK-1o=64;*RJ%9cB=iz|_pmrrrU}oSoKoUQxGGlz&(?k@ zXB*LNiuS#2=E;aHtP7JV1P+wy-PJUE!6D>1NY%E{bUgbSRKLG+uspj#!?+cVSXWUg zaDG2*5B88`hDCgc^G~Nv+QY14kQ%VM?vb&_V`RyVAob7OXY|$}j$+V;xd1DWrdtQmFkHI;E_eFuyziGdA_h*8H#? zD)aC_AFPR}jDxC+A4rR#+z8jF_EVw2v~-e|oJXG(NOk*)s)tl(;EL2i#%~D+oD&_O z(&C+aVYRMmLug#4o@mY&MxH3xK2_Z%ayVVI3ifX7z)r;nnHU`#rZESbpa=u+NOjd3 zF>t|RR-g0{kyp$!O6KYmaC(4{^5eQji zc)xOjBjOfC&CdB+XV^=)UvJbAkc_iV@Q|?JT%sXE zQoHTF*1HMbb624lH#I{|Gqo(bmf*=j&2xYE0}m+LQN0MjnkOBddZ>YotoajJ4W*wZ zc?&?N=c?gy^kWbKoCRTlZtoFS@e)=HA##3;A$n-~J)96|Bpd-SbN^c_Ve8fbu9*T1Q0ej-t+xpw7 zK9Bjxop<8Ioty=lfELgN0mYO~s)uNEEG8$FGsEia?H}ogG(08{SR$(4e}Gmf6JE&C z@u!Jxw*!3~M{X3s^11M$rf_s&e@dB!g-+@E{!Lt+ZbG?ffo%61P0}B@d8QUBp~any z%y=-Gd!Jz>`gFS;jK#t+VBibeLkoq!$EP$Hv5hKPiA~;NNYutIsWH4wX#O)Q0SG~dMV7xf- z?gg5W9#9mZZ2n8yC}?B0b%R^dcEmgjk?Z=+lYBWNkz}_%(NtLG_Z<6@kovSuh4_&v zZ#c+#E|?^3f#G7w<#U>TDG~rM`_4wWkLk<-fNw~v(htOem$io+UxB3J^95+~g|^fw zuWBp=$$ zYp{Q1ehkq-R8~ytI%=igCE7J0=1<8gV04K@DlRFE-RSE-=0#GIO4`lVh)WbNPZyp( zL1DqTt~5Br{K$~EaquK;AhF2|nq=h17Qj&88x1OwZ@?7*MgL^{ftoEDt&h$@JrEse zi^Zf8G;}SMF^mXN4w`4iK%?6{hD2k+s0#AkBs7ycytul_M$TfJCs__yUz_~ zmldrqCXkEfMs+J@*JeqB#O)n@&>#IAOu{uYt`vecl?%C`qJdNKD_!2=l1z0hmP1MFKO1De*3Dx}jP9|M;zh!k!e|Ct~7r87R zmJdV?bS)ZVHL^MRns1;Y`@51evxa@HxR+M@7-c88_(7Yp;KF7>Dk+glJgK5iS^9dp zS=x1UFb~R`N+LIfPRw)BZ-BIDL({O~l}k*3 z@t%fRjbVskfY^lmiwAS;N+kw(aK&@&wr_E{Yqe|Hvpz6`1Rf>2|2Q&}-FYGW^AZGW z7zW3C3Ts)4?{0K*=PPz>XQbd!5QRq&0NxsR4@mxe$+1>tG<*2~Yj6H;FQCshl!LDj zb?d7lw&8oi{LY7rpPGH7KJa_MIqee#=@%+;Ssi!)TId)n4F<9Rm8b-WVKqg1Q`rt8L+M=?!?MS&Jt-&*+X5cjhFP2&+AmviC9+l(#OJ zG#@9WnJi$j%4Lcb7Dg;XpsQ#NQc2z))etR7k^<&J6|J?8Amyj;Tl;K>M*j!NK@Oq8 z(7|>_=DF`d`@-bD_Lzuu!RnC2iex8CzBUSBV>(NoKKd##fY;x6GZLC2I6fiV3jb)T zNX+Dm`Uo0}o-iXm>)+BS1Te~0e2%3!9VHCE#wo^5D%cEuM)20FCj8tTh?8g0aG+?D zYe9m3Ya;WY0nGb)HjPli94dY_RCaH*_B8I#!g1sNSCPMUfTZm`nY+CYBqGkN>lUdS z?If*DHflK8g42Vo!AB4rzF9YHIZkr>G-~bw`C2M)P6w;NU{D*eJgq{8`3E%LKt`eW z{00JX(0o>_PV+*4e8qIZY^OnHQ! zCDtU4ngw7)nW!>H3KUTv{&A}hI+*QF5dl97VNTGo6igx?)k`zCvW8rHP>NZHkjVjC zOeLy+2zU@UPpl|xQ|Gf;5+{+spua)9EI{brO@Q56H$3RBSh*L<8f)|FnJ9>z&!S!VGA&$`iGlR zJZ-)e*4P{jp5R{1!cKr&o`h788BsT9df4eh5sR8H@(+yQvL zmVA~M=HjR$cun>#m0MMxHZ)p{>m&@DF&7k@o7xeB{@Q!hxd)Us zpYNwQk}j`DF5(k;M;^3Z>U&04=I`7cAr4HXkelX5%Qd~{dm0jIAmf}WnXIyVbF964 z(3P38G25H#lV3t4^wb-2C2px-u{gdpY4e|U7mLasG{4AP`H;PD_(JMzS-`3%u&cRC(`l5b%(_P5w&nVs5yt|h}X?0sZ)z~^kl8nnyVlONi#tKbPOUsdOpa*ki z3%;Zkr|5CfVF@?P(u6S2u}U2+;P0f(3z7|g3zWN#U_n_600PyI_3&(y4?W@cp<{Fb z?7){l$(xr}l?h_?kU-HtB9=4zEU{*V{XT-0FHrb4dw2MPFcO;Ft{QJg)R)KWs5vIG zxkXQNn=kNi2j$f#rChWSYQO8$MJzF#e*Hb(fmm(w&N7$M9)@4S*c*?of{Q$>6kb8i z0vo}jn2sgchYn^c9y#(;86BF4u(~$rFX;fGCN`6U!2M)u%65SE?cFVxc z@D9A3mQRu?;nZMIve4`TYR6N z(X0-4x2hf;Yg($>j#oz7^V^4UzD3BvB$N5UQB4pRmp}QLn0|$IZ0#x%urw2jKv&#` zN00#_I9X($bYI{dV$;5diFD+J7evg4=QJAi^yYt_3mncJ007b*7dALj6n!DKqHz+& z>D!tu_oXiT&qlX{TrF8M(ssj}yB_o4g>dlFl4X+;tFT4%qCdjyzJ?l6;gWN4k7XgG zC+M_Y@s2H7zcSp!pBZnQVrqQsA(U7j$f}{&e;m75$i2{2Apv+}%w}X1Ecpl{E zWD*Y^+QLbxkL!K8Wj<-yb#<31%pp(Y_a&3d5BY-Vi>X!}a={TP?-s_oaDJF0=^s5`MRMsDlaOLXjRYdF5(yh+g8zb! z1`>iFSH_(}%_6O$@}Nm{h80$+48+uU7)U)^aU)r0%jNy+QGfJv$g%cYf3?fs1IvwH z&An$m;6gNn<*R#=G0&XdRX>Cp&>`d(_#H)!J67cL!U%i;%}9?u7LknTEr*Y_O<0Kj zx2)3-$be?VTz**qvx!`O-DqK}zbbbJ#~-*r4YJ^virab77AZ`oaa_-gwVPjhMWzqG zLgotEOp4B^&!2^W!(8CtH|gl0YqCSHaCXd=i~h?Ut@4{wCf?8$4GuQ)&@`lW!n3z& zDTYh{bhhXqdNYFB8TnsN(ClHXp{3K#3pCIEK}amZq7F=(_~J4$#47^V(I?BK%gliWDe{0Ff-A5In-E8cJ^|EXoTZ z2F{Fm0X+W}98k&=k#~Q#aVJ-7;xHA&#R2<NKJEyj8&lPOvI5KN&61b6}=+z~b3F zO)bnKQmZ)>$J`ruO(tY`CW2OMORXHK=S^>vWZcll)g!~Npd#kzIc{RY&!=Ep(|2%` zBbE&)-l96N6~GS$b&Md~OILx+FZ(S%mhUV=Yvoc_eT7oY6)*Zt-rC)1eKo90SW%m@ zE@(u%6L(WUxrZHf zFIab)6b^rNuHWC`C3Ps3f3KwkqrLmRW5){h4!w2hu}8sLl(rdzGK#5#$gxu~@`CiXSA<|) zvoCqk0xDtDIVm!o)~yAd_Xz$Iu+gR}lKHl@m);GV*yBa-m!E? zQRo^yxeOT(e*r-2-8y)Z0EdM5T#g48gXr)G3Ms`;uHXtV~Wl(jlV zSs8Q}7CfPFLXv{yeB7RQ?4<{j{Y?b+*mvFKTW8#Ipx%f`Ma+MgBO+5$)qWXVMlB>S zA3!6QHE^nPb_rfTW8G^B1kNAj&H>Q+K#qf*7bwJ#WZdfU@27`!C039%M!7Nx$9nK9 z@qk_El<=GUZuIJ`Anq5pHT&VFRZ1o8bJc6h#S*(up|chJH$akFvDUQUxx-sGvH-B? zoPDO%Foszb6Vb37W)71E8A-sLVsl4}B}ewUH!Zyqr)I6(8VaKF%ryPwfv`-@7~?z* zLie=jEV{&k5ZM)L=M335WJOenShS6v8OTdwZhnMW zAA=(YdCKixH-_SH8KFYOJN=7onKy?DMYZzkAxoLR{g{I50jiStiehW^9_2Bu5PNz* zPV23*^}=5fh*qTD^b$kwN)wiu?5Ye3YNV1_XFbE3ISwC5IwkvCvW|)RMng~+9%5um zN0GnELQq^x#5}WCVythNP!|YAg_>@IumH^w;SCLf?PQl zACM(}@(gE!Vr~BN3dj}oWwhlszupvbX@kE&xO!AQR9{fnZS&6~8InR!bO}%h`zjV> z(2s7}u$R-HBJEA_v-2!I)e(Zil`=c*7OO3@5(d%CmrjDCqf+^U9G;t`J0jQlEsHQD ziGfmnYu0$B<}x(bvUu}Os+h0a8moC{?~EclW>`{ z@I$k`XVy&G>Xj%;|CFPMO3rl--#g7w#-dDL_y-`S!e1cM6;3Iy-KnU%MtTUU;Yo7| z)nm%_kPpl{2OF;542o=hN%(oZFRZB9kt7x86nGAjS|%jObV4-~MKf!osqFl5-|S;h zqx{}3ti`5*0fsC?L;qS6oU=lLo`bnn@12a}h!OAI@fO=LeL&{G`huO>@{`2#4Cg5HOm`*d zz;SA~n69Rmpwy-456t(&?_Jk$82L$7)PZmk(&}g<9yO5<=sj{ftx=j9R4+g3=u*SS zgmpLTLXXr#;3%-h#ujP{GDuDykvnqj$yX}-pV-3uJ26+%9ySg~<|e@A}jMrgqU?hw|kgI-`n=aIz0C;mjV zZr)7YJn$grKCHaIm%QmLdBI%|0ex|(W3~gvc&lwWlUnmE@*uPQ4 zO)mg@9Lp1&isnojUiwoG#=*qTc9FXN9J0n_fesOyVP?vEd3RcB`xtAyhW&JgqHV^Sl~v0CxW-&-xLF&UL*X*CJTA{hw!Bex^<*)VWG*@ z(Q`t2!UOUFBC2X(uf=;n;wW8F2F3n4;Gzk|`Y`zrUl+%L=cVdIWXQn2=}-E@*Iw)g z;yiiI$dkFv=R}38$BBw)SV?)RsNcq`2! zHeqh_apj(khfA#dJVZLlk#xXUH~-`b${Q?-FiN6709F?-*ceq?egR z=rbb`@CXSB&k{D+*@ycU_kOvL9FI8Jc*6u>C{VkvApBqIoYwj8Si-e#RMBb zf%^+17N~oPKtUNoOQ)lGB-#6?IRtAG}_Dhsb#>rg1 zr#;YByv#L=IC1ZEXT`^>r4z_aS&>b4^nK~eeW^HK@1~78kKs^4w!gnWb=C8{#|ShM zxog@=x568LUCH|$n~!{mowC4W=O9nbmfhc#8C0(^#|!7ZH{PiKxAGSg+B(ngol5=Q zFtqxFC7`5rlY(T;1JEAS|qq;+lF?BCxM{?UEKXe5OvbVpv|RYx1ZsA0dB8@OO3 z3e>H7e-OzcAuLXH;F6?V*Ljg|@fzb8>Ov;o_!cX6jeu z+KsZy?^N3F$)~vPgDU1ezLFYm2aR~`X2TrvY^osJuXh9_8ECPCF%e*SFVj)Z+EF0Z zVqR6dJM^^Qx9UtC2Jv{hpi=Y1ae&& z#S;Vbp4#`7a8m@h~yi4NnC=c zcP$g(An_)D3R5C9+p%M}uF}dhSRT7Uj8O-GSGfz^IU3$D=4tKx zmARMjzo64P`zeAI3@9jJIR_5R#d8MD)a>|t3)N;b6+nCfn5XV?{5wG@AI;1Onu(#S z@94@(DT1FsW~`NrO!$1A&Bms*DdD2+-%qA<6+a4I_f56N3wHdG6YCA*MruC+-PDmd^V2osMlI3K1gU8==h%7dFYd5IZ73$NnG zUs_BAs3NuMAb|2Gd7Rb5pDv4g_7{FWwRg-J5F;%bzQ4*zQ)rnv5sPlz5m^Fl8T^m_BQOkr69R8s-_M@IB`f+t(KQ0v+A9V!YY}NnE`;zE%V7GG?2& z({ay}BW98=s{`~ebf;U-rt5Q1CM;lF6^>THSK|U1)65Vw90XWEN28nPX3=gk>D9tW z|5&&burTk9brqy0R?8Ix^j5di9|=j|K1s7RDtXeCc8u&6J!d3yUUW^OpWIt+4GBOOoiJ+of7yLl`^N0A_Qa<&yY3@Z zEgj(@lzOS%&%LCDCSL&MbKPv^DyVgc>E1LSh7Y+c^=Zpki z!v1F|MTPlB^NIrH%CFr4lsJz9XMmZuVr-!V04X-BC(D8P4tR)`8vRmW)&Y!Ak%x9* zf514Jb|vahkYS98D4KzR^EsOyNhjP9E9%xS7zOdWy#gs;vF|bT%EuSWz_hK~`lF6K z`}0O+pE`1Nw^zliIm}>)CXP;Q+RWRhUFe@*TbFhVfjq)iU#9>t^`dw}0c{Pg-_5^st5>%fH3nstw*)ilIZ)Nk0#t|;x~Xq7&Y>gS}BF< z#d~C$-&YB%I%TZ~xtc0ZvZaFTr`2&0<2z7*>X^8U3Q>a{;lbgGfW~TxS`J}Pd0T2@dx`oC9+EuT^hWD>O?p2cN zxPcig%+P!(kKhLl_$>_b-vO?lsI!1ZU-eW0U8R$VkZNGQ16r7#-#+jGXt2@~SKqqt$%Xuc<<1yN9D%5^q&1G3#A9?E?T>159pf zKz*8c(i!NtHGAYg=KfWbibbzf_DU-I|FZB7EDcc%ax$3{W=KBQ*1`2^s&d zk$o;o6-Xa-^qB0eKWTYTsWe2YU2>C{TSfu(1bGn*ZPXH z2h#Qa+sOf6W>ElnME_Zh)I|S3KP3vh1pc>&Lzm=4mrwZ5U3A9JUfwEVPKb4;V5&d? OA8}!6p%MWd@Bae3GHNdX diff --git a/cells_suscept.pdf b/cells_suscept.pdf index af7d89739bd684b098021d85f8040440616065a0..fea1195dd00e5f2257ccd2b5428c2a7fb985800a 100644 GIT binary patch delta 34 pcmey`C-AjTprM7ag{g&k3(Iq6E<-~jBLhogV*|tOADLNNm;u}r3lRVS delta 34 pcmey`C-AjTprM7ag{g&k3(Iq6E(0?oLqj72b3?Q3ADLNNm;u}}3l#tW diff --git a/cells_suscept.png b/cells_suscept.png deleted file mode 100644 index cb58dba09965898d7e9257e90a5369c9e88ea644..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 143397 zcmZ^LWmHt(8!n0>Dj^_U(kLn22n;PHEiK*MCEXw)9a7TWEnU(e&Cor-(9PZa{&(GP z_rok$aAwXv?|%35*7Hn=ysS9tD}q-D2neW>5|A$l2v2hn5T4i}BZ0sCeVxq(esDX8 zsyQfH8#y@Z*%>0p=sDO}SUXsletYL+XlHL~ZNiPfv{LEB5_{)D6JbNlMhmoZOE`7Y}hm$`o_Wylv4)Ooz za(w5k>c+<8{(HkGxsWR#Va z+fHLBR~&fc>iPb6SKkVQg^+PnLJoOV)dVY6wKgyQ7|OFNI`9^+gtRmnTicI&(`BTN z8ij?0CRSFzGc%tAb+%j9E%tCoA|Vnb;WJ1{U{;stkARZ_}lXJ?m8_-RI7%S(i&tla6u!Ongr zIWao=#!^mMd8)FK#c{FGv6DyTKTEcE>1n!3sg`PnOziBhF%Y7&ad3>!%t(leK6i9< zR8msXt(q;LwE#O+VY}9&w}riTN5{x0J2OQp?di!MhRbwN*Y^8&U`z}q!iNtZu4m+R zbVdr5ivletOcZoe4)GPh3uia8*X=L+aBM3REt66z@n?`gfWxx`_ z2eYxWD<~8pW7vJnM_#zQB%~=7$kOH7_;^k5fSM)Jv%#li;XS%{7aVx zkNH3PeJ5TjDykXSxmPbYQKZ0pcXzjEZBbFt`wt(oDl6^e-C<7d!g~1l+e%-)2un)7 zOiN2+(9m$~-~p1}7aIBsm_5)^q{|++ zjVZ?3(UF~-n_F_K2>96b^)=aZB7f1XTFd!sSX6jpl*5Xuipm!a4QWeD%M71y*<*ps z%}&*`78Z+*?2Rx79xOLc3OzzpRMfG9>lKp!tw{G9b7|w@ntG+dOYo1lxVUn?P9z>) zUiCUF;uH?ctcC`BuqI1OhDWoPmZGH$^#r04<`))*T8TH-P)q{P|N3?A(E1&DMFd82 zN=ml&h{RQY@Io-cLbI!V$Kfh4-M6Vi<+y|d@uo6Pi@0rT z_)FcB&7m0!j?l2M?26wNlarJ3T3SQJ>Qz}BkjRiXyxZ^N$4ojUxI5u-OWqH63Kax< zvkZ)kJu5bl7wp|=mxcNHy1`@Cr}{foO?H^Lk-+!jBIi z!MgTO@xvQrSy^Dq0UyK{v`kFBFem%%QL^*>+0KEVbOFqdP}crEn8qJmj*k}PhpXce zJzHfQo0KFeB=jUVH}`K6Ymln8>vK37J#czopEr-Fp2`d-2PZqFsI)OOTRf`LcqD!M zd*04O-kM#*xIymY^T{IhSbhdiiU;lL`9Z>EgV3TKrCpX+Uys+KJrYUGi;&3g&H+~J z;NY-)=Jqk^^A4NFBgn12#dut^SQqbMbEk%NOZWb4)oh(L>B-gz4Gm3@JZ)DHsaGFZ z)ohJ9E?D2^G#>WF%|}$wO=T%uyx7>-kca_BJTt+ekid#QA-s76epgpl2mDERqzerp zJ_7?o^Tm=ofJ>Y9=eRak8wuI8uV66P<0tXt9n2bMq{Y1}DJ#osZcg3bx1f~Fs;-U$ z`w{+4=D%QOB{rnE>%h}LJdD&4+rr7t9wGM8m+gzTwyeE9>)yYTu!FE-ys6pQ{-qZ8 z-ZO_U6^kR$R5Gt$y-MV;Oiom_M_An=vNSVWU2gZ&bXf_Y4fUlT1Xh6Hn)MA0b;F$W zIZ}eO!~i&eP?eXJ<$HW=hp@Z5n_p6r3*x~_W!>Z6a$VuqB#r}9;Js^JoIBgH?(|72ev}*(C~i@&K<`SXjt;W~#4G@wlYlzkiR^ zD5|UXU!Uz2l$HXZ<0(*{d^C-X9kbcu1%T?fpFc%O=?OWlh)S}at%U~%huo4{cR8cs zp&;QfX@6$MgJh4{?9WuNsdIQ8xwTj<)PI~)3C)5$f4qkr|JhrgPmlhRMN7oz@&hb~ ze(>_n>-=ERU3klTD487`JxY%x^(H34Y^6V%_g?S57) zHv5KvSZM&>^O8S*Eg-nwZLg#bJSL=Q>iBxEEH*7|=y+q$^|+rViNo^i7n0VHz%i5c z(+Rm39Z#oB*q*L%%r`kRscPCj=Shn!E~XzAxUnE0ATTjABd4J7^Sn8?T?xRAiH(hQ zXo!f2@Vl2~V`EEI3wSgJ^8r4#!dDHA*Ke??{ukv`99HB$?e6Vi_2~SYn#yfYUODL@ zw65Qc|8krkjCPQnSKCX-f(UcGjrEJW2}+ zF#O(9Eq*HQf0U56CKG^ejLo#MZH)2ZL|F6 z$x|N$lBl4n5rLFm68CUvrWUq283u%mk)Y|ljjOE;8cxoH*NpWD34@{{B8W_Fw=AkU zp6su2=>Nc+PP(w<9uG5sF77NAD#>pkaVpko;#j$eHqGogLEw4JU{dkklWxC-`vd!* zT>&5`26+kyy-K+6@q!+mwn@L&w|%LE+}B|+p21?iHlml*JGHr)Z*w>;tl!`<83b$7 zKpy8pK|)klS5I}_OnS7yzkh+<-!cJAoQw!&l$J6Qp}iOpxS^L$U?i@1_nh|qdwd6Z z14qZ2U^;-ezAvQ)L`^{u#>U15_dL4_a}gl-%Xo&BQV~vy79iYwIxY_7_VuVI1~hgDuFf%)A0e8a>2%}XS|vGWPD8W5ZV z0hDJv+!{ZI^nrn=zX0%n4bq~dP=3r`LEZwg;2>6@{$teD(&9I=^#)MI3H6Ar8s?$nd9`4`qQ^!s3;dZeA*?_#kHv9U zDUyi0BksMT%UT4dTC>YXuu%PPYyE%pqxgG3yz$GT9rLWDx8F=MKJJ(EV&P#|y8Tr# z_6uw~??HX`Nbqf8;Rg(95T2f4B`RnbDZRs!=CEG+TU6FM@Elk3lb9G%raZE;vZ<-* zN^#Y2$BGRIZDS^Ew4uTvE%;(yk@3o6rrd`@Jo0p25PW40{e9&|# z>!-Yy5G&yr$uxC%7)LKJjfrkO;=~}U|0m%h`h!^N2U2E{1*;V+U>sDHj%FWnh zcMN6blo|J7^U1i0@-_VSvbT>;<=4N-PomFva}zMltmW#|Un)Yc=id_|$xgRqV4oF5$RHR^N8rQ+o>w9b;o- zp1<6tKMe7el>r!{f%Nm4pOBQ46m!z&$Kxzc>KXTlDm)V6qZtbenpX8If!pWRrW2rk zK?Q|}Y4wMe{3wCYEANMdB@L_gCU3#Xsm#_hoPkhm|DF_@$||hVmiXn4fak2W z_00wQ5yRnBZcVSNjn7FeREtJY?%#~bx%P^yWKD&nRB=7l2rn61-cHZeypznQQ(2y= zemUfWD50u}Aa@Imd0~8m^BzZN^0N=~P#xdvE6%81n0&kq?79J>G{c{jQdE7CstQWG;gY zTqLgkz%9gF?;LHowVtDvLm_9*Mdt+!oSfcy>U!NLkr9N^PKSZVb`o}>yxlPB(@8~}5q_J)7TPEQ zsiTs*j&xaNQQHRj^TVJ(q?tMZaUt=|2lKb2o5FW`t z=-m6Vm|`Xlf#*M3au>nLBjH72YI)1Z8896_H{o}v0Tu2a^z(gM{`KY0xaGDTYG7?` z@3dvskvEMO+WCdTcQd^|idD+LDkRYRWZb`p@`f%ZG!}m-oO)vx8@|TmtFKyfBr>7`MKUW=A+g4vq?wVb8;2yOcJ=JQvLQU3c zk{=Ni^tg+}DGa^7J-PITzxMUMXQiab=}k^2nJIs=5hMMM3B9svrQ`L=h<9M((%454 zg^uX~uG<#eEQeH#dCxZIL+ww<0WR8}XH(mn$#1+)P>}qZuXl?OfHMZjd8}f6H)%59 z#-1Bg)sX`T25DJA!ZX2NnAQn`-s5c02nul@=&357QRumCCb?v|JO!tPsWowQI86k1 zVV>}ub|^VubAV0(n5FebYu&t5NaM>>Zth=G)NwT` zVsgGO)N(w~93}KCT)pSq6*h2C}B2*k$8d%)Qz;tI-b~f%BmRjjDbC3E|+?j z(`~xlp;4GucQ$Jg@?S%b&&tG`w)I8de|I~dJ?eN(n{oZtPV(hIGJBuSHD;=#%H++n zU)8l8qz}O!(^~mjS}v+39iD3uY9su(e(j&;&tWELM1RI7{922`tVD$>=0A=k`mBtS z2}2(Q=1ztwPJszaTN`!KgqfPZZ^C<5GK2o;BGffSwX_IcJ_&5($tm;Z-^UN1ak^OS zt6T8hGuO$!2omgyPm2IMvf2U{`>b>KVL-#03~DdOCD%skbw+myeGtu?7`vOu_;%k# zGfE^7eqrt1=>qlCJ6!A)5Id@#khixRH8l2{3XO?HRMqrJP2fBVF|`VmW_q3wHcXTL z4ggx?zJ-DM@0&|u`twf+4cUl6^D-v8N_NyT!ph1Ey=ySk*;x}JG`_uQ{rgT*dG81J z9J(^fYJ-=3EXmW_B6lO+qx~#PbY)!t0`v3I#73${zTH6|0>-~wj(F?#$K0Qvop-3V z`r5TWcWFKTX>#+_-)N-gq+vv_aSctaih4hjBs7h8h4kUmVnggNXjEKEnA13A--vks zP=N2#^$y{_AyLN$-D$?0xv!UNq#Q)_2;k@*3d?SUdgI0 zP`#_SCOv+*BTX;!cs`M2eExDa`12JG-x^Bl!{v+FX{{FtS~#tO?RSwn?`|`eIDuI>P^=?UrhM))n)aYZu01UIOjS@`>37t9*1P6L}-tD1jx<-a*1u3tw%ED&C8NhpCikkA(XMN4J`9#rLaEBBrr@}8d3peBnT!X?T* zK0GNYUpisD!sVkn=c2#fhSX)RV8>E+&C?0bQp z<#kq64fS9(bK*csL3Ldbb{iH*Nzb^CO9f^hh=kl<(CU?baPDy!UF@s{3m~pc1@d{vz;71 zX%O0JI$N!uiKX!+Eu(u&Y;6gmi|Mz`K+bMYRvzx!%3qu<*pE@Y;Ti{)G%^?kZHvIm zHT^l>a+i;p54SI1c>>s0b)>flAjpWQ;`%@zNMLst6hGrv@8+S%>Lo8n5_rsU2C(Gb zX*pnInwN>*bYZ<=ZF&)emg#j~wXNg&e7deJV&i-s&Ykwm``(`ZVu>)_3&z>zGsqP6 zTebC4w0eX;=;n7y`Ryw1%3e#+Yj#fDv)?I4o;%W)57(-HFP2^p#%B(v%WU7CL~s5T zij74?LTpbbF$h9zXdyo9!|(;SGBp=*;?X-c@EuH`@Z6v?3H(aUi$|%X=y#e;3bL_O zTcpfe58v5Y+A3px&|9rC!B`B#@oE1~B}m%8u{*JJ59*=2{VD^mi>AcVCdU1ZmOH0W z6C}oq(aiEuXwBBi|V-5*$3mZ1+lZEoz>BOXYGH%^o-B#YN)rwdMmjT3T*SkSlLf?}c>-M&SQ1Xlp% zn=J`T^U{Tz%yI3kncm_~*q=?g2*O{ogoSk~T6G5(LR`-~Eq;Tn+Rm!sIjm4wFKXNN zNy+`~mPws;FZ^;%4Kp|#`Cgid$^`%h9Y}5(sP;{-;88CZ-RQW|Ja-Y7uNJnL88reA z651f1XUZO=H+YS`q~d9u=x6oDl~KqalaNa^Lr!N$R=EV2LBEx-L`8c31*xvr@)LRh zWw$HnD^Jv?bK7pN0Bfe?eA_3zWc||`Kdn2{)UBqQ?aWJoYI7jb~ z6Kp1ALPUMCet{Ze+v`Tdt*GeZ!?yS{1N<#pcRPD~1?+&~O{4X5r~USK0~PwGw68MX zE0$+ClL)m5>Rm;{bd|B&uiZ|~|NTn$&-c0$p;9+0wt`_@K^l+}m;C5R)zg@RFOmOV#h)FYe%jZS8mN)+{D(Abq17}^9 zfPjZ&c3tM>{1PggCD%klZVx8Uizb({miSa~pmsv(kkh~|b0qsl1fvXUR&RR+k91tf zjMC89jozge7E16CFPWEh-|Wc6KAg{kVj=Xphp_MA-g#zN9yvlK%&ab`W&G;uS)OdS z&KF<9V}rOB_vrg8Ikt<%7a6ydw?{#G=x$K4SMHN-H(G3@9^Z{Oq};5VBATm4dgkZD z_Uez=Hny_s7spI%F>9hIC3RWGJP%v&Kz3pZ`x<9Czs%$YeW0v`~0<9tH)IV{}(<{l#8$P4fZtFtyk0;*OPgm z3rb{I^rZ{kJNP<)>5XPJGS~f&(H)!nO-?nVzke#d_@6zkZ#`#UcsSEh!_Jkv?3K?# zZXt2(ex+%g`sDkRS+@z>D)+&a(%W39^wzJecjxYDk$*_fm#>9-NRV&;}Dl6AV$KT|Wo-rcWQ5*Vbn)gyiZ?6|!?q&DEZ0*7O=aaotLBO}t)Ti#%&V%gqh?@(=Ydr18Z(v61UGHWGsPAFP`(4xU<@ z`jmMDjOHe+@{&A_$>+be#CK_)XvZvAXWM9&`3;o_cdg$RF8Y-Xe#lweulo|9RO%?^@rs*K8KG@2g z{n}EDR{&K#Gyr$pUXyKWYisRbCvzHxBuOqPNLn^8b7(teGCb0|<}`5=o1yEmj==&_ zfSm3y1%Z3p%O1`jTSFqAH}WIR9$iz(wWqSi8l`ZTI(uYI5X!okII*-R=IzqvipTNA5a zemV)j>T3%@Y5mi~mJ2cc$n0x!y4PDe_Z=>-Zm$%0hJzn4uqk^mu`-mjwIk15aAR~0 zP|imq4cB@i5N@{wAN0V;EZa&|%BD%d>o|7X=#-3Xu->W(^{RHBxsRmae#<|2H-ICAw4z9n+O~|3LkoR;mtPZg$Ki6;1wh_T;hxS z^eZaQsh;V{BmCH{1W0&aBDU6Ycs!g4&VcC1r{8X?FjL0=eUwH(=;Ccd?1Qd-&N;%9qt&n~PNR?sipQ-rXG@Rb^z}UH1Ce&<0e3*z0}udKL@@R_)qt zN4Co$_itb@{zJZn5q@zaNA?~jk0)pUG!#IBXk{g4W<~8XrOb8EjK$8&y8^#Ao!Iue zwXJMD#%2R)!5mB?E$vxZ{Zm*^gq{!qjnot2Dx;6uZ$Mul`bga9$BX#_seStAUTuOA z@t^4f>7*#QdL)U)%P)tWJF<1L90jqw5{r;Ts@?gg(i`fzA)v#>&7`n(W?k&YD&KIoqG!Ch={amL*}_I(Ma#R{(Z+%xe=;Y84SZ1?K(@1swZ^`~p7WKzBOev6d8QNh@`K4iZ? zVW4Cfi0(*EokQ;qexL`me`^dnk;ng{L>=u_eyCi8O$9=v^R@hWWVKiSZ@J&M2BN(- zd_kUK{&{MXlx9&sC|4HBefCE@(H3K<@+-p)Dwb~tb@~ePx2Nw&t#w#d$VJjJMz6NA z4`zJyAG{`ui*5dzEtuRGj9f^}vkJ6j&T--^aHrn9pFKs8z|5SG6CWCU?QSN%j4xB@ zDJ2b0^>TACwGikC=Pz2>`1tuBiK(M>D*ir(p+I3evN97}+(#r; zO>M42U%)6>Xe{^3P*)1;d!bwg&+OFvX@4%dXH# zZueTpv}GAW+_P&K?fP89LNvw^6Le$}{5_M;9G=s7t0vo3h2O@Xct=Co(WAzOs@AG4 zw>@Xx=}L518ij6*7inyh1B(vNkAymtPuo|XN1i)X!uTiQewKOHZo~yG{hOTHcuZ9Y z$dRlwQ8CLDkBey37c)bfG{RDkL+e#!UxIAARB^^T1pk5m(}u&Mi)n)e1%7VPO);q# z)Y1@d*|YJN73AwQdr~wA#$XSvJzseb>P2nJAav4$I=MGuE>f|*SXgqKVLLsMRQKYR z`D`??wEWRQT@q2GL$|RoFS+wfKBAFL35YxoUv7VnoahBig5Ol+r=ZexJ4A*DvMM2} z@&P8-4X+4yx=HIhi~H=^`}#4J#?+!*gLg=Bb|@zERlwMY6nI7*6HKNmVtp!(9Ktt6 z*s!zcTKNMpYbaci(P-LS+=D6wz1(v?I>Wb&nWIxJP}YBBH_0vEQfagqz~s)(;$_DY zclR8NMUN!B%ftv+GZ_CXeYGiF{YtPsLn*-OSiwzFePk=HK2s_rhXx(#E?S2~lJ=Xd z#8%v}Ev2g|@DW854Th{|42;1#-wVdCbj4ApJm~hK=e1HWSW`|z)zBRXc5`)$`70gjthCrqDuQhRzuH3I|UDH(f z(FtZZz2A7_SNtiu@}dlLHfTOD{Y!^zL{+x}P#Rc@4$i5lZ&gf!$}?g2*IHMSv&^1L zo?rgw`{6TTIeV9sofQ?|eVHH4R)CpXaRsJ=S%tfjD<5T4;;663Nc!RW3||!QMhVTw z5{vUCMejv&<$79`!Uk62GA!<5-U}{fF=L;}aQt@5`PiQA`Ouq?@K@T&<0cBXYx~9) zv;=QVd0PdX_C+yKka}Ujv%dvw%cqZn3AE_^g;I~B2d1G!8Z9c4AI;A^9xv0O_Qv@j zDZxqj&J2lEAEo^*fYk{t7jkItv}Mj!MAyB6=#X02{fdK5uXPlpD>qx9KlHDfY|fTJ z&U^)BiubLxLgnDI4Eii37paNx&Xr|3&{jYY1Qo}P7G(vAP`fxvuVNwXE5V!D5&5^z zL8soi^(4*9lpMydDW~)9&8PScffKFB=U|u%=wp>8W8@am8~FM&jgE9NloenK`Q&7q zzqR?@cTOY2B(*>askQm}4Ldz%JS0}{1?ITE&!-}SYS+=hGtpKwbi#6!4>Q-4bfH)w z%}QaZYG26Q0tvR?lD59l@$$G^ZHpRV^5UJU!syx(OeTjzAcibi0<$L>#S%mV>6wrf zi9=X)Jm>gf?`yC-Mu2*PbGI-yHg+f$OKG~G&9_6Tf`>|3?gX2|w&YD1{5i^74;Wwv z%_p)vk!8;5$f62>BICkGa?o<2eGl3qXnUxN3U2|Af`2_slo@ZmVJlr948mWwsVe`} z0l}E>;r4{@a@h||K%EX2@M|)`bT%*DEtCdy$eIpYQ_w+*p(l{mJM9q^J)}tBZBaZ! zd>DQz6k`?5GyY=DBy3a3Enb}BPC`_@GQDB!t!=-Xmm-6(_^vB)0WDEMo*mcpvHV7! zoqN8!d-dTN-1jK%cT&4mN1wn715B=%S&C9>etv$o-c~=ulbD$Jb2=Y>#z?Q=!<8I8 z&TCSyOEQGE`?E6jY7-1x&`$vK#`AgWDlqE*OpS%kcl60&SnYdyI?0mzA^+w`#>l~9 z)6VWLIhebHsU;|}w&1%(WtFZcnrZXq-MCdASI65QWZp!IELEFg z{rvg!b28ieMjhoTfev2f?8B9H%v^YQtqGC&Skk_qF>N$|+!mMm;pf76W3~zOQ+K{m zc;OthD%DKxP`(z0UEZu5wh}zvK0sQKXH`5w<6c62Bb>bJ&OhtUK6~3o-DR{@`7Fh4J&AN9aw3Dq1zKnm-T4z z#}}aIVQ0gy1ny2J#yr8G^K;^%=fxuK9VjmEKl02lV2lVp@Rc>LH7c^D0GVz)I?Gh)1MS#Xib!(M##yyK?)SuQ zBeIWdFtEekPnZn{-VXDfd`8fA-T3+Bxhegc;j7a2XQuw`NcfhEjX(L_&uyl)oZ(U4 zx7j1kh*KZ`(Fu;C>og;S{_(xvJj|#!l2~MpS35ZBC5aiYz$TX$FULO{uB+}m(hqHy zmL;`if_k(d05DCR0Wegm8@k!E;z65nbVrY7{(cLZ#=6+|OkVE!(9jAJ(vNRJP@-to zW|HHBL)z}Ju1dBc!55R=Zc^x^0)Iu&`QI*T*V~W*8l}FGhJUVff*q`88tn=*8t~Ul zP2W%Jc=H3|7%8)sy87%7!_u!cp(!AVTye%2v2b$YKzM;hB(ZH6ap?6KVqszCpO@j4 z3@BAD5`?|43vgt1WHWZx#CabKNaHB5e^Ov%!n5e3X^B2R>j^8*JeH;;kHskHk0+f? z2=|1~_Y-AUxObt`^GBZ(?KpW{WxubC^?ZppknW3I4TYwsIEK#|jQht<%Aj_0-FgaH=f@I~td|068Axw&1}ETVEQ{Lyk=eEtb= zjlt7NGd56Odlu(8{5t6A`(7+@OaJE){+MBa7m}U6>%8Qer*o6@Iznt>Yhx1vkuUyE zD(eM@_FBaq_6lGJkioI#1)o8=W6KV^2;_iGPC` zl5Ze7rAw~=4g-%H+P_J9C1BUqyTz%gK;V9>droyN5Z`yvpF?WKtKbDc3#;=kKgOz= z{shClVm#iDT*qx9h6)fwP$y^54|=Ztq#(EZbxXeUqKZc0YVA2l)44^SH)VuEHs}BL z^#waoSgAk0!GW1IuHVHt&srdUdU}XK8 z-g{Didpvlv;oXC8Yy)29-@0G9xw~V@PCZ*mS+c4VuS;Oml6v=Mxuk9>tGT&ZXRZ$+ zSGh>#>`Jz5`ecL2n>!ip*JEQlIoZS=VcUTROl!(UCnh?_vc+9@3-S<{2_n?!aipZB zO-)P?uHE^Aj^mL0ga841R5dQ$BBz5jF+87GX2dk>U?p>$X7Byy&C9WKrCc6wyt$La zVq=^9gJW=TCHO2uBIW)qseRFVkl&z@$|&9@KDY>J9_VkTgdF32?&?XvB^61|zYE0d zMx2e6$cd!UB7>MFO9FoB_xN}mgklx*4j~RCKcBtQrbytxPnqpEKLfIJ-^d85oq$YO zw{Q2iC&91AGe^y85MPb^fTk4pU;>leF5dP7;#c60fIjnmdN0Ch2oVr@EjS1P#Vot3 zD)#XJfB0V3xcdRjNFHf=t`Bz?kFO+7Ym(Qvj6`<#szIGk{O7^D>}L%V;D1?1D7B&- zVv9`(BexiT&iic$#%)>TuZe#kSUn*{js7Wtj56J7a3V)JC&v02^0g{X&poaolP{z#MCD%ML zuT!~xFB;(Kq;9vS@j4$@M0tj9ZW=vqBcKj3f#My(sfk!J=5nT2pr_sM#p4r$Ua>$z zM{)!SJe?k|ftJ`@Zc%MB!A#*t@wQ}u1kv9m34DrvYi79}8_1@_o;`UMWxP`8QNLHE^RPv&!&i>$a1DUhu`{=a}e;9yNm5Dp2$6n;LoZH+8R2dzTC#<0kI4 zV%hwGu>yACV%hj73I3UoWr=yFB$!fLPHt993- zJ$k5`++)`fN(K>uCZw>0@6qcSq1U}JChp8*2`28e?)vzV#vJ#T?WJv(w-XU>a!rl$ zb30cr(sr}hSTdVciXzY?FvG(GUgK8UtaJ$60Lm<31ZjlL#!uBs-FDyDuRp}_26%rI zBjfG2v&JFIo@b_SbG}o*5hH)K7DXC~{P~v_ndm~Wu$c!GLoO(AD^H7!C6>m zl!JEl8meW}=x(0r5;xTLtwDt&@=OfbWOK2WhiW5L0IjFB(k)yoP?XbweH|RjAzK_v zO9tO`|63=u7kd_DZxM}B>SBKu@azDA+jv1sEnC#!6-COB)4(J*@!w?jFc6lK{{H>! zv_I1hD2&(Lx#@pVoM2soT|pE4BpF`i$Cx3L?GTNuH8OfP4*^o@*!S--KF0BPN(#oA zkkEVb!D0MFW2|2k*omS6jT-LO@^YSYsWsCp>|5KkS&d{`85Z`6Q&XBe?W9~BC0(PU ztpK@UVd0!L%f(9YO#2+KI!5aLMf6b^Sc7opXt@e0;XoCSlDjDz0obCfjiSO(?J{xY zDZP-@K6r&CC{f`4Z*uiN--;3^LHLDl5iO@nwO(#T0v!>0wzRmmZ8x^3n2ekOpaDMt zP$*YLg_Y5_P-vWLE0)Y4iAoRwNRVv5E(WaX0CB!tjb730;H;0 z=Ncs{;bIg>ewjMKa#=yLkhfiBzu)S#LFPrKOu2f^YrX>R+vJ2*-F$WyPrQM?!P+3< z?hRxID{TZM5G*V#SulP3wbthNgCW^MKnnex}-gamd615|jGpkJBUkU!(emrf$24c-y(U2vkifL01FOiUY zwZKZwWA0k<593}H7ssEjsCc}X-2-U(18jNH7M!7;^qTcQ06UULFWE(ICk!xtn18c5 zF`R6ryC1}1Xfwwm3Rek(5d7KM_N{@Tp=ish zi0d3?$e;cF{e1qAU1l|}QRgLN$r!LZfJu1j=Gif}24oAKyVf;dv*+PiZtq6u{ST$p z<15tY6-I2k()*lpTChb!w9EV$Fo@x)V&lD0fl-1PB90m6HFG8nA=(7`^B-f3_qSZe z@T0`CL(=Q|9DmY6;opHH_0g3z3xk>xRtF`irFCr3^t9T9XeZ5VAkpwdhnyJyO^h~@ zenvy+*3vrC@)kqOkKcnFWh-djs7kcS{mEY=RNfdiN@?-ykuo%*)-p^@?Dzzve=i_ zu(-|)zDO18axBgdM;^}Pn}|6bEA;NXDhX-+A?7APo<0f56pH2pTCG!Usr4jcCS(Pk zK$NX@8qBl`+|z>a!Ho`>6XL0Qt)h*cEhuL|Y2TikpgquytMeE9lmbL?KzO&9s}2E> z6B$Abi~x$iCjr{@A$$oKb6PEoB+(aYBnpq;nJL${Hy**uP%x>L<} z{>X^}k(-R7A{LORJ+iTZ(nY0MO-M!twe4o{P_4m^>X9Cgr9qB<>=PXP%ZDTe@ZCXA zqgZ9Hd>{;$ALJ)dy;x_}>yD9U>)j-zi}{wvC-r;5 zhdE`)vsn*Afds?s(Lw{PNuNFWD!{LI-;`dQB z&k&B%JHewQP*L@o@>NFgg%X-53llSj0?zy*2}ZzLE-#OlGE>zoQ4J?%>yOVjU96bs zdGv#04Y|G2?xJ8offCXZ4B9%~J9!yPTQ`>qj(!+~xOSB?nqFB%+;)`LuFa0z$bsUZ zTmgL&gasfCSzlj=h;9RVe9u%(YIL;E;0A%b1NFQXp&Oo&DpkHaKWw?9{(r%5#fEF#()Up<)bk!R7RV~HU)$T;2WftBc=wIJbW|q}&AEKC9|HLs7a#w7 z7PDOf5OKW)wl9EkbOCg=^bLkWuwH#&yEP_7$W{Fd$(E79wW_@OJrD_x9|3)wk`vaY zL451;96BgGUarzLa>_NF!J2IV8Ai0O(a=iJ*up2Qq#&vcd8a$XS#V) zG+d1BUyGk}`IKLJ9OjBNS2YCuyIUNqX5fuE#K%e>|47M#jppByMzi}q0yh_HjFmtd zXug1+6k*M+x>nZ&bPTZWnt{{;*eGl36ij5fAB%lnz}jp4iv@P$i5`5`?H6IjUUvGd z?z^rfm}P3iH-fKefzBLtKluAQqJJ~~9;%A{X}sE!fEF!CfmKFVtQZ520W%>}inp(* z-o_Sew`Q2!o&$oC7fzPL>L?Ir9(n+gb8de!b0>^r!o+a+3ZgLHiz@2TDzcGA>&cSS zsNq6+PWeIq*KJ_s76c}7&WBc)8m&z#@{{%7;!Q#8z2c%4vAGUy{?X>z5KY`gh_-kC zW)f{%^ujcVQHvq_)7u97vGhchX_PX2+@TE5x@l z0U>`vAo%|N6D4L9*3X$n86Y-{h)4bcMA1ODW3dcWhtGe398>P1^*{II6!KP!`up`X zTGipAR{t*#YeFdpx_EM`8Vl;@6l+oyFX6b~FWaC{x$o4WtTJ5%>+eB(Cc+D_@>+k0 zNk7XLGBl(D-P9cpih&R(X|rk;;IBC=f;T3YBdr+DLOlt*1X`~B%qoi^oeUJpi&cIb zyoqTv<9F!;duxyrIc2;*@>h{;DC9pEud;1Ra;`nZEW%4J)Hfzvn-2a2TgoWO@^un> zmW}nF@_3RG^ zJqM!D!%c+YAY>xsk%1=cT%;pLthiwjc$mkB02A_bi=aTUzbH$oihZa^s z*|AAY)iy4MIZGBo&qNirLI0bVm$#8vy1D+d|Ext1%n99X0fLjexVXYS(v^P`(g{Qh zl3*i&9_B4}KvN88zW{BQ2h3b&Z611mo;c4olRuf+7}q=K56@QbF`11EwVF3Drk4mv z3z6s!M<^he^2}PC?Dsd#F;fXPFw(*+T*#Ez;KqwcVp<(pQTr%QT*HHET$=a~bo(lw z-xx@DoWgHthH6oZ23zHlBy({nyI(Uk|A}YN-~u`dAoD$>Ai)-G2M#TnA)!gVI}EKd zmTOxJWZk*%m!SO3MnOR_1e~uMw5PANIuXF!*%>59vR@(pNt4H;g5ML10&U^bKOlF1 zb&8!Bnss{eof$`oA0)>^@VSOfOieTM@?QA0zkzLHr{3NIK8SHo zIR2xue8e22B|x%j1io^?w8E4!_E(;rfg6ifZ1z|LcMNl&(oACE*h)5cvirN9%9~q= z$a67sr5lN3(xK-RUkv36k4f@VA=A>87Yk~dYx+JQua+prHL2G+=!C^bVdr9XD-z(Z zv+4Jsd^Ej(2GI6VVGCrL+380>VSdo|;Dy2asCCX`UX>IK>~fb<#C|~l^%PWi1JA)q zxH)XgcpPcDotc4NU-I@n@GtO{0X=MAslj`E9mpU%c$lP22?OkV`uw@@*u9Km$SPU@ zZJHYR{sIE1Ypk4V$~7|KR_vxZ!qIiD zhWN|R2bV$P>JwQ}ZGF#(s7JaZSp~U6{oVq4&}HJdggT8orxzH%AUNF|#nWJ=5=~A| zi{pwu=5OHp9)1@WqZCbjK;n4`^qBAe_LqE>W%(vPl;=i}S6W&sFh9b7p*e6Yi;EV7 z2=b+@=(IHAGv9d&4lf`HQ&doR@;Oz=?NMzkK|&@a9&(8{a=DZ7u4eI~3{3ZbZDfQ) zsE5IK9_+9~eth{?swE9nV9twv7&qHBy-F}wh`n1(Dl|~Rdvz7FVZF5jnZAx-Q6G{ zDGh>jhcwcmgmj0}-2&2G(j_3>-Dhs!-#z!a=RW5TANI!0UTe)Y=Nw~v#~7b=P+IzG zs5+cJ!&p;WyV`6ZVW;2w6HxL~78dkC^Vg(RDr8fA)!MOz5j}R$w~fZ(YR{egHuJ^L z%usDZZ?0CT!9a5jx~32C!tS5^S0A~-kAxwMO5=GPC_~@c&j|{as4c^Z3I*wszarFY z=F=Tc)E=mAN`AdZV!fULa%=@C{09nU(|RbebXn`fD@H~ImtAF1NV_ojcOZNZw9wq; zn}1_TZinDy!m7FK*86P;NFBl3x_JZi~Bwt}hz} zeZ@@k=kP@9HTLXX)j6?OjT*+z0&c~i4%bA8ek zB+#_u?3@Sv=9OVsB-o3v^5)-&koX82xt!f1(&o|O2BkxKwJBuL<8LMkvNA`&853pA zud+su;a)`y6DV2cX=1GrwaBNxdH>D5)IaK6ae>2qw{Klzk`GiPmo!M*FxXmT_Mhy*_c*M+710YXYNU!C zVjNq`9UIwNUu=M04^Z};Dx2W)Celka_=f(e^M~nzpa5is6Abg0KmFB}NMe+F7G=p zPZcso-8qC=k{!(9C3&m!)Q2S-8$^Y3e)Bnj6O87i=%wfU0 zsK8f>x?yqoW3~pEnjnydr652B*oRECsZb!rLZ%T$I)A!4dqG=U8>p1<2h9LCFu>cU zADZ2Ak`j5|Ab(zKyIxUfDdJLl>w8eESTMkPQqBgtoD@)vbCD zaw!gC%}RUSkoM~Kn;zD}Mbu72NC;<{=}7|x>9mZ*W0tRxGEtvV;$1nD(|X$7lNOqA z>bv(Oh`b_EsiBL?Z#PwoJ#}hBy}n6g{$WCuuD*O-^_}TOZ9~J<%E}6B2GDz7tD8Q* zV@mQ1yfh;g#W4XL^AlshY?Ha?YJL|gU>QRi$d!uZ4O#Jq1TJjQ$|XflAmu3V!==+W z?)PtPAd24m7R>^?tJP+Reqq!GTG8uf4NZ3^3xL}ivD1zZnXzlr>tFWTLDthB(&;>D z*V_n@-PM|v!XcCg?Q;E8d(MAL7$fRM(X?oh^O(?E7o;pnM3sNO3~Uiv(HHS|AV&-- zeE@ifM{NPD@sGNbF3uxwX7d+e#S(z5clw7GV!W~cfJ5PWKqiu5iE5@XycBw}L*m zJdQD-MN(g{`uh)_<3_R8>M`5?{;|%}ajVp<1fg(s@|uZXjE!cAWPv2UWP_F#FomFc zM%vu>`g5kgySsaq9mvmu#Qug_+KtcYpB@NegPxcc8M`hMbi=FC;Vl2&bpg)S`H;~Q zN3=HZ4+4w@IVlATPF>vH69EYU0F6NC{_5G}FF7iF)%=G>eHI`lgPQ4%LE!DCo}J0O z-;gwY_4^#f=mr{6i~#!FA(0ZK!@8@h%O#B(jA&jLNcK+Ibv5cTf6P||w}j#iB#zbx zU8ImYi(PIhhlDfG*$e;&F^+Zl#b5gF&L>k7^eWFAjuzhWB_O+-k<191&%f-x@1kWqzHVo zqNZfA`d&&LOvZon1+n)V2)!!pm-zu9iJp-W0`7*GSnjo8bG`v8EgCDLlp8Hkl_Fj0Rk=qngdWF{W-6^q5=eK4#Xl)r@I=)YUDqExgTkz#iYk9^@*Eh``6d2|F#? zHC$qrR=K#jUCqZ_<|hG6l9m=6XaJxGDjV<%0clJHz-<6*%U7@r`!muOy(@nPP#_Cc zmZX7DE5E@FZifaxpj6p01C$J;*x|aMn(Xsg*!1jc+^8OKT&%it(aYM!L+tV=$ogZb z0z(SqA+B=XDaz|t&^xIfUY@~*z`Zc2bO@Q*5NsRYEdnSh5&mDlpEZQsObSLnt_3Vi$MK; z2S88(K9xz$yp@&J&vl3K@o`ae^R1K_Tc%Xi+-ZxN%g7N$b3sFZxwv>={SQGGJ;=X` zT|hR#v2aQD|CuS!V(P`%hyaPV@PT_~-2u?YO2K`%0R*?fvx<@uwIRU$SOiOB59qMc z=@tKR^zJ?sRg<0G#%c>m4_ak)R9R%ZkriiRmqD%oMD^XlM84$24KLDFmwF*Fz$92v z0QLta8F&*jsBZHAo{24F&c^?nv(RE3;pWm1>jZIQtS!ZRzCd6ckax<;|951e7!JEy zi*Y`f3m{=XUuhzd^%yUg^;+RXE@Aq34p0h-h=~z~TR_2iNo1K|C>y|I=4 zq5_r@m^l+2k_L~E%S-V=#1h*Zx(qAEK(*TW^01gEt!O*Y5 z|LA?21@vyw5I!H+X{4t%V)qFWBU zcMm`Uxx8%$+(z)1nBuP>djul3O{$vM85lXhmbyEL#K#BJq#rs}fjyDWb^v+uokXG`1D^#JhKkyA25izsMy!TW;AXAifHa3jItca}$Dn9s znOOcUEaJMRrc?+t%K>bQ7C^+CIGi(u;N{B74&Npj|AFu!6Yyhi_JPg}&I>;G{t1T` zs{wz=0fBF3dinyB5===5oF`R}0kmA>LQqysoq>)D)yvl~05+opwopdxAK3u;14u^f zVdY><(xHJoMXv}TU|_5tuV}IGf#G+^nz#o){s%XM1T8FF0S|&E0&bUxl=X)Xit<#yXJ@bFI>6olBIx4s@}nBS z?>ScSh)P+IfeadSr?IR}?i$O#aSO)8iI^QG=mE1oHtvECsZs{@Zv6iX;W|f#Xq-lM?_r6o3hWT@bQ^Ljn7wSo0MSPKPC}^WW+G zO8W0FAmAD>R{@=}eAPW(RTRJh;fG*%-z&RFLLeoTYA#RGtC#Vp#9X zVqfO4Ahuox4P2cPXis}BK7^1_OSXenl$tqEdwXR<&PX79{E<&`gY*8hDM&FRZDi}K zB~)cm&evJ8WtgA;Nlnrh1X%(jr9ssev3^Cx>zoC%>nk zvvUoi4jC=SB({t4tZ3=YZUS+nHWF#bFyqa~(VcDR5Ay$=2+;Bh zL$&Q6w$66i!7$Wh^ep`KxXJ&`}t2oYsyB@ z(nX6x@8l-Z2v~v;K^4FcEdl8FvE2y3Zi#+i@<_h z{L0MJq3J?JD!Xq1_abPFbY~+~0X|x}R~Y2XgbXHpm+cHWoJG#$|Bh8o)_2f;>(FN0 zI65<7vqgf#fdY~l$Nuor6C71`%SdF8#ZH6BZ%&&mvz+rdMh5woMWOCdkr~t(GAO;a z;abnWMVX?`^a5HO)lk=il3(}l&`zI{x?LK)Q~W#4Mq4c0)cf4)Ji+XepT6g9;mS%P z%`p4>?aqT5pDC>id|K+9C#5TpopToFP}%=*LP+1|ap@Oa&qQ@MCT?2QFE8mxg|qp# zLmjT=&Wsq7?JOHTH(q$VSe?x0MP-OI`TNm?wPTF*r!k&skcJ!}_JWxOcEJC^=q_8H zJ%D=F&(>5b?CL}sz*(N6#go+10yVM#NQ)Kdl8!-Mf&I*b32VKLiI0-30$FKbEeYp% z4E+$qz8dfqiW7E+GF42@lcvQ+Wtcd$K0owW7Q1R&937Tw0^0|{NVAE183IfWWeeA# z29pb!HyP&Z=ELH1s*5cy7OE z_IoZ%#_AnJP5^w(P!K}`P6YttB7m?zr>ZI*l63$948)^nKYPLvZ@ofN4woVGG@G-o z09gpN+I&`-D;LMRrV!xhlsh2050S5I9JnuaZD}YMw`O-#tVLhi9Id!Tfo$jG%-?m{ zL~MmZ6IGRL?IJlk=~plrOuFz)x}iHiOGYJFoM>o|n%(&x8(Vy6Ns2sk4{=t>Fgebn zMCY6Z<7CNp<~}QfP3CsfKZ|rZ<`6l|0o4q=zb9?j^H#V!jQpj*@_6yVBKa?^;3z)N z4$JTFx8Qo4Ztj|D4|ejw3f@#|K-;T(lj7<^%bOMdPaFil`s0kSYja-dz4+7M8l(WN z1jae7qPC5xrj)CGHS__U9uP0VM9℞#@G#5)s1g z!^F>!(N}wM9M8MAPr~5R3Tg)1}ubR%fYr0TWVpi z_BWz;dC;xjN4jlek2<%}szFZUii;$#WjRus(e%HpD^QccL24J5w$ap`=A*1+WtqCI zi`HwwsGE{3?XInzR=-}E0Ecp`B}KI`n6>~&cYY8brDK37_)kN}qus*b^Zb}!Z&wIP z6M%x{-M?C%!=!BXUS#L^5Gwr2fhtq|-V6ntH4?lyNayNZU$c2T{s~))r=f)yXXWq7 z6MI}bA3}?FqVR_>$WYC*(mO|IW7%4`o;?Vc8`Fh36r#!J*?YQ1XJfKwtaCkiV;cKY z(=o{iX8uz8OVb>&kXK7bkl|ZLUK{fNS}F(uO$oy2*md7y^oos(HUGRuA5{1Q4x(ERjBK1$$ut&o_w$0=^Hk&=}7}? zQaCacQW6TEnCKmVbeU^n3EV#}!aNE!#KWw*4X4G#~i z4Xs+#nAGWk8uHzm4p)C3FyLTZ=V*1Mxg2OX^d5$Br*iK@IiuA;!n;$HZqJp!x=(KZ zi3}_NFxA0FTW>u$BUw_D9BMreaOB}@V!(DG-Ik9@l({l%iSZWfrsiR<`5P7TP|%wv zcg#@#R`O0m4)88_N?$7G^GiP2q=1Euk-jwgCLefECepUJxNCooff`(?G8&%bUaEvd zEr;a~l8d*XPGQ{g8Dgx!$Px_eMJSvll5N78jBUOfBipH|_%DS(@Eb?gM2$FH8ENKb z*l%Uk2@zO)khwqsKY#-mv;X|jx+^*5E%|&m0xLN@1?TLqp4qWO9;iLwF_w%`umBJ1 zdo1?^DQP|~nTt7_?ZEJxiRGhCV>I_X8Nsjdrtc-t63nx&8jrt^Ic~5fUw(Fv#x02V z;(ilq1f^^y`VH`_Nr3+MS~_n6f>Qs7i)^P>NUDUuy6IU7P;;k3$Vq7Tw-%c_h(TU{ z@Gt($v9~so-=|Ji6im=Zb;8vk^|I@brq*Xjb7*GNGLR1Psh=Ym)UTFy0{vCk& zg>{R`$jA&1?HwNW*c=jnr(rSa^!V$Xbx-2|e7~Bv2%;?J^BfS-bb83RtfEK{1D7i| zi;;l=z)vheN~5Rv%O#`~>rOYJ>-A8_b=z^Yye_mD1Ee1h6c<7fL`#FBi%w%;1c02g zrfCT-X4#%c!2QVVXsKy}+`n_@4D>mor~U<8R(a1R(7W&edZYdTy`Hz4=^XSlgk}NY z!@=sRKLbGk#WGMREQV7$r&L5n0KZh`A3)dX>2}*0l=~MhLY_83@K!P0Q{Me(Ne;+z z|H1b21)q7y(JR_ojBmgAX`H8*f&lAcegyz#Y{rkf$LV~#%j^|46Dd!?_&Ad2^`V1IP26? z&Q{3%@%FGlM~nyxG#;*LOYl*v@(=%hs*Ouul2$+NHcPJo&y}A%AAM8G+G;#bW4E*S z)!6wZNDOHb&toJ`YNm`l0GN%H+uvitEY%`7WmW7}jeG3uck^GIuoVdSu+d=!>i_Y?h8g|5G zyzoV;j}WU+`}2yF@CxHS^D19;y4`g~^nKzo?CQuX@1j8Gn5gzJ2VYWT!?fYOcbNr$ zGq#w%xy7MpW_44Of83nMAC;adl|@cLAA*fuYbe?LsIi+#&w0P0#Oq6=|C|zR8W7>A zjlP<454~^L25lNicAQU<^*Fabz3eT_v9u+=alsG33GCv*<^O9t?q$5Eb$@d@>|f)y+~Bz$)*;TK`1pp8 z0F<;FKR-SC9)$os0n#_RbG7CCvB2FB%}KRqZcl1zPjY5oRO@uK*3`-wdyp;L@isoz z4TFwB@_dwxDiL$wJ$y90*7q0DQ3)oJGqT0i!3RjW)~;)*JV?IDp(cEcmHXP`LxGbt9X$iA4`$$AMzEJh1D6RE#N@7%q$B4JV05^vJx%3#Si zMw}_8{bI6qBBfpJ4p;SIB_MxRtekWvU&hH(?7JBIe!LIm!!4e;G~rZ^VSe`^tV){r zwjj1=g#e;CVfW>S<5!x-62jxi^Qp4-tnGYoR^BkOnNTYw+Ja3))vJf%$iZ=f!Z_cN z1`dPD4H0ilcqUus>{g9qxIf08ZO3tBNMau?N91>8>DPE4 zF{%dq<8)}$ux8bldOjh9!5182HHxz6^NSh%LS*7ss43*Z?gfp9>k0it0QC_g|}^GcURwT5k3Uir9cg~2HMS|2vAS^dQDw=y$3l0dDdrEjhy28hzD)BSJ|yt z_2|)kvMc*`4}YG^#8>ljXNz^v?yc#k@=|c7$6QX<3sN^ltbW=id-&}`n*|NVpT8OQ z;rKL>6E{PWZ`u69x1y`ljrh*(rC6T)U**)J_h0{rkai2aPJ?Nqc^Fc9Fdtd|;a7&G z@w#?-$Kt-pf9s*nNM>8DO0ZPstN4ZT#JFn=zU61!2eE45@ks)vzZbU%^Vd3FiJtw#Z_@{-dt~S~uf5n234W_hl zs`M6_jG`~@q-d7Nh_jY@8LH~4MCobiW#P!JaA^V#7C>b;Ht$GC>Fyz=OasJvK<={w{+M^_PRvq1;ajC zX;Uuzwm%avkQK70@~2=T;AECg$IWAs2>9 zVj!FvINOrl{h7m=V=@zlLN4WKUwXQ6Wwg=h;%(aVls9=2xDuJEd@?S?G$U-vBYra#`2KeQ4NB8Y zz-_bzUBA@KAcY((a#q#Oq^`2{<(AE z2^+-qDpa_srbcVFvoc^P^G_2SvlfHKLsEzgjWg^TXPG)X<9a$gDuV1O32uU zJ8>{+%f)c3lkZ)34#(F|QlXI~DNMq{-WQun&L=g`cQA<-4HN1jFnmx#HB`_D%vP;& z=Y~-G3N#iX1V8Jsqx!gh++F*>$aWtzdwvBYg&s3ye&oIViYW}&XBocP(rSPg>wR}y z)~^d`cq>h9rIk>@sUCN-7P9LoineF^Urnm(JAG08lyF+`V_!~OG)qxQ_boANt$6FX zBAxM$|1@t^oUO9@#Ef?tB3rtigv5%Bg%bO}lwyf_Oio_9ZnbKz^SSHAk7M24eD-q_ zX`7-NmeEoqCpsB(&U5eIY|H6P#()3z>x<=RnbZ%*p)90RSx^O(k@QE$rs!YPyl+&N zuDgv2P6tU~<;0Ipa}QlG)3FRu#hkpw62{4#u~IT4&Db!8x$_hmB?qcMmA=wdG-0)V z>#h?_gzB-4lf7v{x$A;~`pTWeD0p3z_FEn)og1T5A@0lvU=vl}aFmLC!a>Cx979|D zvm-sZA6KX(%`zi=9GV@2A-wKEeymFvj$Wz7%!poC*>Fs^)tm?|Kx62tPkPd9<^zeyO(}JPMH*VT$ z6{)FxiL;wHPNwYH9AAG{*udiDHd!)q8xyk5Th0@eQE06mA!ZmKzhNab#1dfEh?3Ez zDk#~6@B=BqLW3=Xhvr04rQOa+aWO&Poj`MuX=blSK%9%(iQ(Ph7ZA}eln$~P&)K~U zP>%FWh+ZUrAW|YH+v@RuGwyvgy^o zN290F@G}y7D|3ymLgjI|)J8<-f+6<~Mhe_UoG<()WdOv-#F!d3n;@&!wSl)2nY+K#r$c_{P4XFq zm1u0uVPWI@_%f4k?wm5!ulltHk-gn#vzY!nmd zoe(@$p6kCFwL+g`)#)P|dFd;3gh1<9?1*J!0o9@PcL}9Xt=$-Y_OT`@$dFuQ#r<*( zU*%gIe@oY^sSSyiV**$SlN@~HoaVM2G=Vr&uUb-;&2BqcF}OD_OSX8(l)IPNFWtQe zMR;X@+KUg2NMCxWrW?qD#a{%M_hMiJAtOmNCdAkto+vqX&00g1W8`AEDwoLB1hZ)7 z)0Kyg=v!9x29&a?$Zw_+1N>wS{wH)7ja@nLWu#VU^*OF^KgoB_IV$Y-JIB{0HqKs? z+S9VlEBEK4cv~>jTr6Ja?7Co9TVf24p?Z_IEE#i%4-b`ZB4rEwCdDgrvz^N$LCkf$ ztvYhe*)h*Ibm#pArFvG=y?kWo--sfF@rr9exu32(o?9~+W#)aC$THcLjYW!@rK0#7 z;_ekayPM3O?LPem(l?ASP)f-tTCXuH)6`svYRi_hXDB=$cl5l+NslDY;3izIUU_y8 zAu9;6D2|ZsEG%QFBNCZU?!_y!_rsEQ9L;nP{87CUce6Huu;>yaS#fmT9U{o``9&+kX8z#SBVnsBQ zb@>vU^3XaQzr~Q`OH_Rodg3z>VCv5eS0T^)SKjOpxMkww6zer|!KhezvGPA(nb;yv zo*}_GCz743;X1zyAHCHBJF0#nHO@;bpX_}tB)zWpFMl@Ur=M#n%9xvp(DBFNoP52? zy`_K&!d^<$%EvG}R^@XG2y{*6J{WlTsc@_*RHmS1-?r)a)cBFU`5Or;54p+e?~-69 zWUsKOT!bMpdXk#dg7>RAxz6-1xYnodD8K7=rZG>sN<%%eGlM89s+&@evDK{AN*XPo z=}j<$0*L_w=T-jjj@SdTOqG?E4-xHoA;1`qicJ8`0W4^+r+@&N1WuZFV zMdgur_`$CPV%%z@lwY^Wo>K?5Xl+iiY`(4bI39i1dq5Oz4$1)1!P88@XEouekim1{~EOF{((yx)y|o7y0_$jf*RXQf~<3eEc*k&BhC_7u%x`ZVHs?hK7N(VlHNY3pdP&#OO2F5}|XK9zK-%vz7mbk}W zihnX7KVGdY$$<=>*(r_FCgEFZfX(FfrC>3Gx+>Ck{MUe`{ZJ6LZ3H}|JEYyg$o3f_ zPm|$qnum4MdKnZ?A$QwZaEFdbgu!qTRqAzZPw%69e{az@8LL=Cj|l9sr<|S$`cdi; z#6THINwj~LRoDWx!}}0F%OyU#8T7i50WRTMoGRFn!ugwl-kOA;QsQhE>8slYyV-BysWS3hKqaswUOL#EULv$~jh7bHVzC zB4FJF&GnZebAXb6RC~Nx0=Q*h1KESt#-*wxLk{V&jtwrC>B^#yKiBqPQ$HTYNI-Ui z`hmyl1l5cO4|eNMsoV7w2%XIe3S&MZ2F?;LxP+o1y0Ne&^Ug2I4pT|mMJ3P7`Wq8)u4ql3NLP$d88kISW71}gSve%E$uHu*H)-mP1rY18J-D*fKT%JUM zH+L=TxwBbnNQ|c*^z&f%j%L*%+Im9?@CJpT%1hS16(*dvzbI3oG}h|s@@dE4w|{Av z7S;PY-cc3UBGpI(oYr}zYiNNZ=+D`@(zDd@r|EFuGlh7}F`kv~`&?0@7~ZVjpGKR& z-sdIE>B&e$zT`F<^3Z&MeKCsq-jhahML$TO@L`Ia(hL|cuug}RtHO)$lTSSDy%C*QPG(utfk{iT|e>(VqrRf z8o-C5FdGwnW2Gj691zGvr6q+Nj6j_;1N=j=@@Q~Q;`4ap{U8`C=4LDfDz?Q7`9h>y zD+H%lgr*vVrp4%`jn1sBfN$1fN3MBpm!Fi0@uoXfb?6kZBId&rOsE|0a02Ho#BaH& zGFSxrhe-|RB#=QdFVYAd1zQguUTpwWsUZqwh-e|1Rzg49ZsX$Yx0eoSn|ymPuR_q4?7(6Ck*E?PxuTbsRsf%jdRtT3UjI(x0P zRe7<=aZw$?;!jTtD0)~zW-L7(SS613AC)J9+lj{s_lBRMpS@{`Vk3H)H!|}n5X98X zeB8b+4H$SF>Y=$?I$fMWIbnSGxIZD#?O0ka$00MyIX-3ks$n$T+zp>HF|aphV>G0W zZAz&>AB(GtujZP)B_D1>oHlhR)%DA%#_anr8PJTV^XdW`3-@9))#1U z|J8O_|9bH&dyxp~R~K>!F}DoB&J}Y6j~;i;A-$9-`on7w){A0kPWtQ3>t7S+S`qT^ z#>pq0Ew^B-9x%8R8j;OnGHKTv!Vq<|yo%&+YBZzDu*6VYM#kS;Ph?*fFST8e50}hI zo!B58y%#ZTiMkX;Ea>TqH&4wLKk|O@!`ncyDIczkxb>F7FHQb;E?S^P$W;jc)BXvT zxO62+!p%VB+w+WSb0424E_=TRBr2&tI|VQF2FEikD!9QqxDAq=?F;Tv`A1$wxnXy6Z3*D<-AJcZ`{mm(m7$+CDurGaupcbWvlgE7! zjS3qtxX!YbEhp{Do3n*TLN3R03oZKu1uM~?36h<3a&&|=W*;fi{R`n-7AnKEY4gl1 zv(3Iu@U>dGk&1E|y5Cb&?u9hl9sFjTM>{Lg2fLL_WCJu(u2aZq{Jnys)WyUPLzMvFc z0Up~_5(}=o447hHr|HiJNd^a@eXxd!aHb|Bz;Gc&>|BzF+h-+aRV( zwGdA{C?@(0{Ky!o`W;s+(Zg$63`H)`+!CmxQi3J_Bx9V5JP#hu3Nowkk1(KG@iJv$ zMvLiuB~7Z>Nrz6^Tbg>?4ry^n8j7sriA7xc>nE))Co0jOWqG!tNtwDPtltGxdOc*r z>VGO#&IGR(u4zBa2_w3v5m$Gu3_O$x?dUVeh^%*y!|5`{oc#{6#NZmzzgn1$$5Acx zpiiHTSViu9d$8G7faSxG95%Zea#0|Fj4UMPWSK7M1MMPXIhJp^7u-lGg-F^lIM8H^`|5OukeOF}UWa97Nnd#{ z&#h`y`63Q(@R|7*Q>so5Mfw|bU05y;8?+@ZXDxIUY~!94ERyFn%mL7( z*`hjJq@Uh8(_VXtG3I@Arfh1Hjj@m0IuWIC56_kg+Pn&tS>JbEf1#}RG6xkV-~pAY zLgZog5ZN22z=0{>j6G*}N9-!NNL(CyG)(l<%I&RHEAq}oaSn#OJ$DX?E$=D`BOUVO zx?8>?W9dxb0ZO*@;j1rcgh!=EF2Oyu($Z5a(VM5Q-J7~@Zy$?+nd)L{4Z#C(wm7m) zC}EFJHuyBKiL>X*+VP{J)w zu;>?Ut+BF59$f{Siafs1OnjjyFiw6XeRelNz9Z@VD`5ArJDBONveNz#R!VB$C6CDE z28E;RJufE=SZD6FC`#Tu&Gm+xNxx5UbhKZS*vj}-f(;c_QhoY(*tcBPeAlG+dH^4kNxgL&sDZ~qHcuCnFzb6AQYD^h!| zr`YnuPYcf~6hPae&k3c_4zDLa0Ey(km9bj5U$2dXqgL|QYpFx>Obi!_zkerIcPK3# z{5z7?*PqL_(uI*|7#y;?Jc=@w9@1MRw)*{#pwjy*38Nk#S?Q0#nW@Nn4VmN_&nkYe z{GoNfXWQU@c;-r&-6?o14yoz5U}3fA3z9KNWaHIB9i_Ne;W61svMTSVNFfxr=P~BP z`m@slm!jx!qW+b3v~2w|T;$ENE&jyDo3&JuE*Bk%t9tG$zrs&L{xx`u?HH^Fye~88 zKdDo!k0q$0t^t%PcpR|tG%V8cwDL&?^ok`GRH*w%F%er`X>gRW5W%mLkJzEaG2?}5 zmCy5C>*gk6ukNXxRww_|%-=3H9IYR9Cs*gSeOkj4xb0wf*c61xv8yz#{~YK=N@^*u zf3n-)a5KWiveGZOx;=28_Ic_pca?YF?!_qDs}QOqk!#i^@5-nQR-BsSQjCP$?8StU z2NmuqZO+8{@2w;)Y{6p|oyjl7A|tkn!fyY5!M{BnRhi6h=vKQqg>%&xd}Lw@qxP~0 zQ8j;A`bPFPd3E!1U(%n(^5pN9M{7YH88Phl2YLJ4_>4sdn{pe_ zSHlDEM<<+l_p9tz?kaE(QXOGLnom|AHcqhkp9M+fDULBY`;ww|3wS?h%HZ47!yyqq zN0D48m92ZSa*lw|f`YGE4d#Vr1H!-u@l@^b!l4l9q};MrHI84n--A^MLv5Rwd8Wp;X;Bwd%6D`U4dAYuh^5nh_8bF|`Ps z4i8FiaGLTiC}gvt_@1+Cw!Eb7hKisRWGxZ-w0TAWCk|vRR4>v9xyX7U(QFD7DO&7r zW?^y2L`a%%_&>?LgkRSYAhMi0-v=gYwNL`NH07Ev7Cmp|?ehIhF~P7GS!;u^;JsKV;fxhx7^O#0zddWPxYaVb>jc8| zDSP*4QMPXY`T<+DeBG8|=*8crbJ%M_x_@*E%IMaQkWp$+IqcLK<^bKYauQS!M^{t( z##cX(JT)q6{k3=dAP^LDtJms@1@}@++{jMGC|P2hYN~t|gRA>6R)2_a``G+AQK}II zw^bL5^qg7IZ@%xGJhL~yjDdJeH?aNfdVjLdaQ{)^5%#m$iio{9vaDjNKk8I2)ZV(F zV0D1p*pPn1`J&n3%Y-))Luaf9>rJ!CY`eJV5k2AlF=2(c{+o7Lu@yg_X`Yy1?pScU zY2Tf~)w;N*%`YZNj909OavE)UN0O~?n1APW(Pc?A+{^Wj`I=e6(TQ5=k0FX&y5pBV z(shY2m+VON?Azmivp6QAJWFC_fR}Gv8Z;*C#o6RGpD+_e#D zZUkgQa>%ZOj^L;UHb+Y|# z{1V_VZ&W!@`}JNX)F7bVZ8(1Ox^ZBgtQ}Z8pwtmWI;>)uR^(KVMbT9o4-+qrz&ct$ zqc;givJP-VSTHp(InFf<+eFVE>^)h^_aYqFmN`Pop5suZMv4|VI7$@s3v42^(!%Y@ z{Oq%aIA=$vhtxD8=OC}_flM1DEcjEFF|4g10Haihaj769>vMe>?Lo*FstaZEZ}lvi zZDSz^5JPl(+I|X?+Ksw!MNZLoU+@A>4QPw zys+Xo=Q1F(I+pxO)j!nrzTu?Cn_<4XC`75@iI}=CVriqt$XINa6b(*wQ2>c0C8YN` zp6(^PVNPdvP_%a5 zN#r-JokNC1!*eVyYb)l79N&5j=NR#8MZ*0A?hF4)(}TEOPivz2P>PU`uqO+bW=H5) zl{S@aEU!xLZG1BB>*~v|$yR z8rHIqetfWD_w0K(xXp!stWvyC!Ww$kmHU_zdc?<2WM|d=rcZgy^mfNvlg3jshB^Lr z?Y!gt0PAy_$d+N3|EzFl;jv-N!Bw7fh|GX@(Vb(ueXetS#250-pMR$Yv^Aer{|>Pa zCm`Z^k00_(rrG}Vk?eibBl|Z10~7`9v}m&YxTi_1#hTiKN%_V<*I|RT5=e0yYnd%? ze5|d?EPdwWRoVXi{T^FxdxZoVL*u!**R0A`zb11=78=KKGHGo_7Ld7nbWu5@(F(I~!pKCn$%o8oD?&6i`C{wTMI8O|L zoG7_&tH-|$?U(xa);w;NP1scaQpQ^qolNR@00rIY6rs!6caVrGIeC1Ekl@;l#Hgx2 zvd~&YJ%)6Koa`d+qB$V@RY1N2M2k%Q+mmaDfV+bDcd!)w-*!11PNCz|xrK zPW6u;q4q5fX7f!Fl4<_EH1YUO=&JXkRE`{P30|l;yuX$;Ezr#nPxoV8uA^_Qj)Ev@);cYyW0D)vG6Y>kfJqHHfI;=N%=Ikj zanjdU1Wjz9>|7E+XBvckG{XQhqt#Lp1 zyt1QIme0Td${!v0d`YbLa$CANZOjXT#{ZJI_>Zpl5@&6;lRrgd?!sUBBMa8}>cr4_ zIGOu2As;25jo)bMB_qVaAeT|=UHQFQ^8M{pk~!+Bhm#@sca;Mvh5D?aiQcEX@9Ddu zi~id7mbY!=UvF2l1B5o={z!kpu+`P`X9rxXoz|aYIVhZS&(tC1-@WGFQsx|vW7Zb? zSYE#FH~MHk$r+Z~%qMx@V|nK0VgK7W<; zM7FlpzEUEu>~ylDU&y%BW-w#+k2@SBhzk~Z)2GaTUS*izRQU7R`?xpxqqMs}nsIEvPt-j#tqk!k1>gTZ)?=U&1q_?XbMe5s2iI&_5Wq;(qYvCcw zQg9GZ231wP2#R{i-HX@h_c&i+WJ(wXLx2ix%0?p(jYQ@ z{4~n#LzhN(sLRPSCu3G@u8yH)$wK|qMoob?QQ7|aigA^)WNZ#9AI^zsSNZ~~4BZ}; zUhw2);6!OL2l~bC^}-J9#>r}7qPY|DX;r#vkas+8Rd5{F_eV{q2)r4kW^GH$IKFW& zG{nSUEHMxAy{!+iyua`f50@s!jHL|3K-Sgd4r%dxV^dlDZXQbBWP0)DQTI?`Z%(!U z6$gFP2Y79?_3ifyp>p)Cb!`hR({4!@B`ljYY|}-|G4C;dm71LRMET%R!b+=%RhYg* z91{PvL9i@(@0eLh_Hl?mSe>omQ!$S#iOsKRy)ie0>o0FKxg}kQ7wVBBt!;`fHqi0e ze*c(u%xOX;fM#b8nYgHxVHD+7YP7)6D%(eLFZt=JMk>Tc1%I!aiZgQlo7GlZiy@{O zby)pns!OE>Lvya}yMBGF^}GJ}p+|!x7RwT;G-Xq7O~+=c_;Y?Yj($DiM#Ug$!6K}~ zv`cpI!o!VRE8h*s6nyo?h5KUfqBta?d`uSy-9l19!l27LY8_(s3^Uo4$tcw7y)hTAxeZB1<3wryJt8#Xo@+qRR&ww;L@+x9o_b6-3SYY7N&VLy=QHm@^u{sBBoN(NbensD&OmUq z_k#ZMLji(vo7~ehaG2(Jli_3^fyXy+nkFvUaDfvQ+R$v)J1nmo*n3UVAy}lk_?5yz zW+6&p2=S6nb1+5+K#qSH+ax66CSdVykJy3B%HWuPV)@ZX8lKxFbX$mnJAnCc)cTT` z_`A1enV8eCBji2Dzx)nCZP{{D{kzN6P55v2r~{h!wmf#?pQlC;ksi`4JwrxItvYmB zNqIghQoH^`|ElRTXiZ%k1Fh6ia__?NsZ_nTzJac_+PWWC6j!lC8|zf$88GYd=0dOW z$n5+=I+E9?T|3b|Hy~BrgL`bXvbO(t`)O761gB5+CCPy0TC%+%Z6@EwO^hL^wIG~d zci}`Ng1mvdr;Il4rRotMLnKjtW~DxhKoeIFIB*CFs%{Mg6$0)n&r` zv9_973KJk9Y*SAK5i+KVmymT$unv1sb8a&Q4F;v0ICCfR+$mszd9oZ*|A63pp+4K2 zlF2I)0-U?*C8Nb2_ncf#yy;I@QkkR~wH+5kjaoGNF9QtRmegmCTmEJb zK#bT!pZ|4vl!m1i@~w}8Cy!bHX?A=$%?JV|6hZ~JR2BF`hDN4|6qtE+Okb&6j!yD6 zuYbSG2$F9-wzM+y@QiPNeQdjctW&LZ+uuoUBVn=+Re{o4opbPa3aj#`Hw8- zLPq!OChqs3P=>>zE(8M4@QNtFLme(=T`H&U*D#?Ond@kw9EN)xtW~(ZOY)qv%yuTf zRe~?MVV>|~j$l}#$mHP<#li^+W22}o>xyAP{Fd1*77j+{Ef=wnyIn&2O58A%n{8_w z^0a-tQ(Wl@ZooPcb$nq9>HlzR;pEsxrIMof^#OW%jE zfETfyQN)kV;#(vBIF$&&472POKAoB6Gh++#jk`G!feDz?6+2Aep;)MA-tf;$6TxH+ z{>wFmz`&)nNF5u8yu2ULj%Mt*jm((9Lk~)_?>?pXI_ioq7w|KST)t9VOA3@a^pmTWBJA;2bXJOCols;(OCHV&F(r6Hmabhxy#)$e ztJlTF>3;Idw|xk`H3Smc;GUa0xj@~(kVLO~{DmwbJ^Ok8sTxNqw zh~2t0iG3Vrvlv*q@DlXb5k=eG5vWF>w@?BX-v=6x7O_#Y!SBDKi1CHaU7|i(#HW*? zHw1U#1e(b3!c}1p=I9Bj;RU}GJ;ugJ^gb|ASk@ofhMVEwK5g-02<0vdY0si2qvu=f_y;4;J}JkXP+^9v9qI-;5&noZ}$o~Gz?DZ3j8pFG;1 z|3M43ZDjj2O@IBJ&E|_N^kBVSI|8ze zZGyI;z{J!OQ%2w5_n4WrK zZdL_+Eg3lTLQLbBmrOUKfGKpoxzS}6Q7(3fkNR>*BXic-Fr?Qrl!NX87)D&_Y`AYqoBe`wH|U7y@pw*Vi@O=ULJX&u$tntSZDO=EZ7zBi0xz_l z*Sj(eMy5{hyfgorIOmRZGxWeaELWF9QtLB)-Hq?l#hANr5>x&9nVpbZC*-)A>*1bRl>9szkZrphmaq)*4#>L|nX0VyL0_tax4TGnJ< z$WB(3w_4V`D<+fU`L;DD>^0Q@H&b8Z_sEFUv);>k?m$-bttBIG)RCj!)Y<2ePPAD} z|F6QqQi!Q)0u{g9K^XK9c8qwXm&qTURe)QitVm%xk(wgLf|4{w&+K=nTcm4|0LzLgfq|^jj0q9 z=FP>!Q$E97M-yeNgc+AWzj)F-g|@kWiLh*vK0f2VN!#ylU|JfW+ce|2o4em6@>vUV z2NEL4Q*2$lZOb`9-AuvoY4Z>M+zTR$h3#&(JPEugnlcIETTV-R2E;Nh_7sCLMWnK= zE$Q#|{;Wz9w)Jo&lSN)FI0UuA2&xs=Dr+^xJKd!gic67WnyUP;61By7+_@Ho8PsZq z^qL95j~-bZ@1K!=Z?(FhZ-b}OMJtNHo_#5?uZ#^=73KXiNq{1oVJ=7=m9<78R41@> za)dtzad>#R?RK0Nhlr?DrTi!8&gDNVC6#Io&k5bFeo%FaO+fIU)rpDSxz)h~RgONN z?fA)m21FB#Jz4ej%>SK6QR*Fy!LNecFvdyWnPzyeI&(d}lT^-oeqD~#K9gCcbj0Z{ zSNuKi_?5HyYZCQUu~6j|`;(&B7ad?D;E?qYNY?$0_R6@eWSr-t{2&~l>idsg?& z*K^#L$3}xpasLX)5%}8{=&0#GuNUQVwci3n&uo8us6=M>RQaLalX|CMaq0DkWc|p+ zO?kw9Op~>wcg@M+Ms$-DIIdlkGe}WHB;(i2=f9F+s!^nUV|uT@eRpq>rP(rfsFZe4 z#N({BvUg4QEDnpG#f?Q}g!G^eBBro0x6gsj9uXcoCbzK?+$Dwk5x*IAEQ?{5sPH$`V{lZ z`$TNV_di%n69m`2_|x?F$XiU5TWQVz#K?*c5 zO6mK?d#_~_Jfq|TZVQVX@-OIs+=V4YQ7aQm7y@CS<}4XoQhPHIM7u9Rb5lfz=^30H zUHf@44!!s6cA@Trh*48}cx)?QRuQi33W4Bkup*3F2b_vYif*`&E>*b)`hl&YLdR(! z2@}>Sc1>+Wr70=h#gsI%P1lhgjybl{C<=kDP)PxHmpIj-azq*;SbSt&Jh7aFD}?Re ziiPyqF(nz8U?SADZlcBwFMcV31fB9U_V_Mj(b^&SX%tNlQ*~ zM;t9ldD3Ll$#5Mu8P(C()G$SnchD!oS@T^!0{&W)eo|5?s~D$JAOROgq2)c+Lf;-@U)+GHz139f?Dcl&KivRXs; z_lENXz2Keu%jF+It&8@NfmTIT!(%@4?~R++X_;k(Nd-69Ca=d&=kMtDcQ4>>GSH{z z+wN&}ymJFs1-TUVGT4H-GAEP*H?RWt`AAM6t*S=1N)G?d!wg#x9uHChf9V7r*qMX$ z`~*{HyxXm+kizBGu)jCGp&P?{eR9gofHREyA7_QA1&-GTE|vuVH-zl0=Ba_J^uBxl zit}24{jQMd9|`y0rCsMJeMJL@_4%=L@)n55onTm=#Fg^%>U99}Wp;J2_QDUr{!;45 zxl1?2RN-_mn2N}3VUV<6+I~n11kSvDFE)rr`CJy7sPu4)dg$p7V;6VIp7LJ5Vi0yq z(NAEzvfWjUnlU2MqBd0^R_<9m8iltn0+~vzs=hCTOdIu1HdksnWh+{H6U98>h`~4r zCu~wiY!=f-i_jFn1@0FKdrN_204ia11_D>{$tdUwybIC2?}?47ia??6*-PBiSCK(S zXsfDguc~XkaLReyQysmwRA0Fn2w>j3i;e?$oAye~!G|^0Q^1)=FtRWQN+PB;r)yeGH~VVMh^tvQiC+9#Uhzbk(s< z>9@kIz6_mUH8AyZfQ@`rJ4N}#+bQ%bdrS30rEr;BNr0F|; zo_+|S4N1nvl|ST+KNwB@h_=AOsaH-BR+2lpIPuaE#QoLu**Z6@SC)^9FdsXhZCSPV zndyF0-}8nkLwz1vYAW7JH2=EIG?-Co>?1Q60;xB-G0>wo~>bc@%f~@R3IEu=2P_;mOfcsT}45A`p-*Dx5aL!VS-@~ zq|d1JS@@svUCv?_KWaq0LTM_|*uLVCU>nzx9z{Yoo{Hfy-Pc#Q_mP!4|KkSxNXr>T z8bR$sjdxt7)MckzMiB1=okH`f+Z)^UbA+$I#)WnK{0Q=d!rl#!I^oi9zx&g-tL(3v ztC^X&r2iZ-sfs7J?BmU+CX!X9&ch^4?p}ul|ZjX3E@l^iY0eygmTf9$F(KDydmHzZLY%utE@b} z$Ii>sMGnr?fshW_p>BBN+r3N3|EjOoXtH|3V_Ob2d-}x$gfh^X!&OP*l6m=NyWMcDVFNqkIFIYwwEy&M4?0j&7#NeFFD_?v?%5lXI*k%{G)fdz zmDL8g&lRm#B9puyRMwIR(2s5qlC$TBYmoo-ZI8rh277NZyCH)Fo2=RG6zqiSAYl@@ zUYOM)yTia0;K_t!p~(;kXK!;fW3zZ*jcc5}w}Iu&4$0|Ez5ici>gk^k1IL zddo%leRL@ryJ2irR}*=E^3fhsACna*C5jZzFBU0L^T#KKlj`LjzDCzPLh@usL{B>z zhT5NLbeIF)ZsTW8Q+mu#NlL6Bmh8|lS$Vcxm_*Ye^IpB#=AurXG_o0JV32RPf>E_A zNrC$M2Y4r8#aXWh_as7yPp20#lKCp42uOK+M0-lGBIQ%p`if_Cl?d`QXio8{J)9wF z86#=>gWOunYqwq8Y8^q!_Wv+VjdVv%BobvnJ(v!st|M^)3eTDMb*OW@3|%qBeM&Lq zjkk-DE(E`IAV$|SUZ~Osq#6riOL67cP59QQn4F-A7ne*LlrfJ;S_Fv*L6?ojdYPD- zt;vT!lLeq?e#xX*iVR=iIe(?$p)+RGOiokX9&RTLTVK&nFof+gvNNa7(T(ko0y(1M zZD~Qc(n(V}IbVz0S8`k`VQRrIkU*-yQuk>(g+!s{?Hp(DNu{!CZw{obkKr#@W}p@_PjVvEpcOrRjo%*$TVmMyhAhI zw|BUvW70mx|A&@ajM2^@)nESaQ6t)}HFzbS`LZ{dVV4uOd|!jm&kEkObK=4?n^5k$ zD(`!+pD#N{i8;yVA6@V)H8YJ&CVOgmmfo2c)#^nQqVH|Q9j)TtOcK7u;_kVF*~g`n zN-(gEj5j}Bl)F9mPWF*#&SM9!F`Ab!Hw*glZo|p=080?IHL%=2BSed!SOCWzk}O>U z;3@qTTK5hMwd}m#L!j;U2dqDz=UuqZ?wj9tzFvNKD>|6an|VHMRQ~z+egmGOFo=ry z<#FJ+LqL0-h$xCB$MO(_vL67k{ZU=X<+qOa=L2d-?z~(v#}c++ZvOBZMe=Btm!rRh zz1*2jUPM&du06=AqfSX!j1+>DKTRHM&d#)jr~N{A(mL^72*AU@k|{DtZ_*}j*BczjqbwGXOz~jM!tr0c7w{(URNsMEvg};!2>S1UQ2c|wUhE6ZU zxt|^Ul5|mG06xtB#EsiPBbQV^#ch!5>rHa4Pso3EZXmx|OV6&-)Bn%48n4=lCA$C3 zX8wEp@^d$>JwU^jK~}_X(C!Qk7wzChKf)jn;s`0c=*Ac5Z-ZbPe4RQa<~pO84Ssj)`|Zk{3 zK>X7%GnuYzV=F&j7&(+hEKmz$61dX2&(Ym=rPuH#f~XIuF9i%9LX?-s5ADfw7`7+Q z>q3ofBAf3N6NCylCh~j>2?IV`ho!R;?2Brf>D>69VQXAf&#lJiyC#SirI0bBCHS=k zrMjeXPYhZQ{iJ~k2@`z;>FwH4WtB)6qp(XUr?Q7YlbN7}keYqP7cehQF|M{xczu%qBxUo=lQ&hz zU(lSiXO6gx2n^gIf>2voHIwLwHozq9aQ}X^3|Q+z-1G?s>PQhJ+;5Yow@U@kb0@Wg zZ?7t{1n)PIslZwx@Z{xn>mdK3`148S_?20i4#%Sc`xe)*7YXOVS{DXTlUFQ> zkR@ulsH?4rBRur=Sx=^v(iiG!YAW#R(}UN^4fa_}4KnKx=tDm6S+U*U3m_vt88L7u zO|>l7c?mSci^$=N(BX`$PKsDtOO3bubjKGeQZ2I*OO!2Vl(5MYijOv;Z&5NX^OXn* zusIoT`e|pzQla})j@}SItW}n;W4~EpAd_yAABYljobuPYUr1qHj6FkYWeERVGKA#t zzF><;a29t>1(Fs?@cy`Wm^Cv_^ z-d%2I8Z{u}@rosyHM^Am_K5$*=mbMY^i$^%D3tx$rF|ux(0i!(IK?%3g!o)17EzXl zLxOZBmb84{^X3zczq;;n%pe?t}YE-Cl~lN4-- zL3Egpm)A`bc8$e#zZ=iW8RK$1Z2I#MBI3ngh9j?=N5)I-CWbK!&WXyNgPAALXqL2n zBHy(kfDPmBN~>>wVqVLB)DVmGBgg5q89vb$Qp49q@Z}s=1kd39QupON+j8MWDd;%a zNyDdB9J~4284=nLom7Cn?hKjQyXqs3JL$;j*ip0Lae^efK;BDmGKa9wLDW?kMK?*# z@Y{$_m7KR*O8FgqwB!9O@Y|msS_nbMX%U%?(gcP>9qmY-n&~0GpsL<{dYAn+hd(ut z)-MedfBGcm<&X(5YI9Yl=4axj-KjrznuhnSlX-7tN$m3#RZ3mSDQ_d!c}NE@+B5fu z1KO$5-gOf-$cdX5`r^pb1!>8C&jR>s%BnS=`3172qjnYKd*PnoY+}H`d3{S}>apMR zXZD9ETuO(f6r^KcJhCG+53t*dWlxHzB)(mqO-#yJtlihMn5JTQ3@lG&`JH2Q9#q7e z$3T9(=M1g#Bh`3jYjj!0K(d(+ayYtBW_x&4)G3%uZf1!aO^ zbC<+e6TrN!J8Qyi#djkx<%$AadH%KB@ItR2vkyvR*oSi3NSAE5FsiNX;+(z5XLDwX zFg&C<1^J6hof^>G^KshN$2K<1adh+|*e2f!GKnWCVNf~#T&Rmth(GNo4?a#>ua}V9 z7wOTNg7Ee|=!oeSxd*qNA%D|`Lr24O<)Ae<6c%?ReK&~!IP#C1Wi@zK@4iU`O_AC03GIAN_x zBMn?^S=Cn)Y3L1p2bf9%BSi*40Wu;ca=u8Deo{F({IH1q3*U=0T^?bKEMr#^C})O& zcKhHz|MRN`NkidzSac+U!cq~s=l5T8K?`E4^(T+{N3pV0p656~5=)XKvdXt@{&&)2 zdUeCv?pwk`O5Bat;;zYaUKR`+rwZ|7Sxk!D{#}_^r(pWmibW1nmq2q!!g@&T0|OYf-1Y#VsukI}gf4Uc!>5jQt!e4qFc8o1~HU){L-GI1J=~hTk+CVm0um3Mg`A}+2x>W z-I+whEznW1CegYWrp9d{h4JMK>o21Of&}dr@G*T(nu#nvEWvJ{)YH~cO&u!bZIzUK zq?r98V|L(p_%ZPWo25((6)R_YXNIT*kXd})lllh;m-fJUY6f1v+_|rB!LB^F{&qgz zqj}D-I|>7ho_{zxW}M=Bd(sGgB~V+;FqLO-6<-(PsQemyz8s`@y-Iq94Vn~_+S!8K zRkhdf9U*TVIOH$&ds-9V&qbc|b>YF=Y;n~|M1E~I%7~Y>#Vg$68{X%W;3+PY0{6XO zKC%TKxjy{3n8J}k{S`CtjP9>sAw&M)t!|UyL$3xa5jiS{@44$0&IPQHma$hnu(B;) zojx)5EvZ^zrbXB{fs`>YJvNa+`c*Z$n+jv zDVyO2nu6J;J>fJCof-2CG%PL1uhstp9@XByW`}lPf+B*fFayvtJmZe?>@RraWIrX) z7jB^!69|){0O^dN1V0CP@^e9@vGY$k#7q<4QNIV^Pv`$=;0)8^hW8Z*aY3XgD+1N9 zVReF~&_z&QHyrRrM0Cb#cwBpTIvPx^LMBWj(4Q9%Rcj51I`;fajDrosi&h=ML-z@~ z{);*rFX9DHibnKo%466&N+>Qi-9caV8V9~qLxt8#tr8wMWJy6T>u-{?66Uomo^0vo{pAr#XL<*ZX!`y=B%7o; zkuUW3w?8y$hCq=6{_)Zm2-w6^T)4{0a1BvZzeKZ%+%3sc#a%V{@vl<@G0#3uOTW6O*H<>%6Lq<+*D%r@=-YmHVtesn(tE`QE52*e3>ZbR)T}Nk5t(RBP>{bIx>Ihs8K#V*rgc*PE*O0#VM8-U z>@4mmK6a+03qDzWHkQVmayFgZOOKCWyLyvp;GL(Ktzh6Jyx9TNhgK``;SKu^dHn9@ zD!Kjc7+4|@-wg5gx*UQ1cPllA@HJBggBPTTACw~79;r=^VLyy02U2r516$y-YgHZ<6$gu7L z_!_zlj9FoMp`@>2VzaB9WR6V4wa>e0XfuXdb&V(tlvjMQ`1u%QG`IY7j0{2He38!$ zu2^N1GkmZbk9@_};`*ypWb&B}9t|-anelHF?+O{N_!W#pIn;F7MBK}R@h=b7LhqyJ zQSVxb8pHC3mV=BM1xbSUoFaopnnFhas0<%_ zNBs?=dO$HV5ok!O@~X97`j7d`QBp3e%q_V4zFzB>%@rDhA3){R%5U!0HHz_byCdaG zFvXckP9LRwvL)RsDfGVFA~s1)ux9lQZSTaR?6aXaD`K{zYoa&%`@C{^qAh6W+x5h; z*5T)WLg4!hi|ywbEsFKyoT%hv^D?Ns48IoI{+!~OJ0g{BblX1hEfF03%8~V5I`bWg z6y9fBBt1|{JRicS5ip9;8Tgq*ekacTS^Mg8fXW>NEY`DGi z{Grw9Um@PLDp)0{H6jjZoMRiKXaY3-*Yy^W(=6nv3V|YG-3Xd|CZJLLxiVwY2kip4 zo>Q)@5G+WC@7I*i+ll!Z(tWxqU~Xd6GoqXdq7oLSx5YhWdneN=3h%^EE8#b)3Vd`J ztJO);!|Zl*CvG(vdqUMyqg7XNoHqz+MnJLC2K^#mnMQ{ zIR2ZV_w>vFjGzqzX@^o`j#{QI9!1dhv1?r~V*vDttsc@{Gf_U@p=%E=9kY7-MY{$q z5KejF8Mg1JWvVf4YYZU1kAqZsis}X||2_I|FbpAmoyq~bryR4|W587*9sIU?Zs$|C z19n7hm6#uofXfxXZLn6FxjdYLqqd#i8hzXaxU54%H zw1lVtkp;EZ;6(n(G3?r7&(?fXy#s>Tczknos|96+079}`-`jOeVd5@`Q6&f zg@zCr{j0ZEjI?IN;qD-8-jP3*(0~4t9ptRHtiE9f142EDREc5_6amWRd%#a=nT#!pF08Z zWT}un8b$YWXb%RQ`=59eaUNSwB6K5U$$|+<0`1N?5rQ`$QJ2n7G<(_B6PKf}=mw@W zv#%Dyg@f*}#58aX0(m)qILjr1VNvY!ZAA<;ZvUs4Z`! zA#yZ`^!Ve>78#msGu5_rlPOJK$pRRDdTXon|%pvKFe7Lx_iDigei2 zE#3(a>wruQnDX_{(EOjcMwc>5Yxt;NnbuV$!j}%28xA44O>M8CjW=jOE+V7rWvGu| zVep2Q#P&h@nna?WB;vMWb2zZbLMLi4q_bMEF-r-@f&bvX?g5?fVvmDN{Lf!o*W`z- zB461g?xM&W$)p0O$b%5jpH8G>9~>vl;hQ-{PX?(>KZ<4b3S20J;Vq_7U6Thqhr055 z+h~J;nPl#xyNmR1qo6Gx&FGcV`ytj=L=U69d0_|)2{UO#3b~BXiu3X(hVWf}cQc@)ij1-plVPOVD z>8I)TmMyZsOj_RmOE9<2wr-AXt&m(t`7W&J_3}YD*2#HD+kUX^<|Zph7~~^?#PqQL z(6W+=eS*$%iM+-c)i^tx#z60x!N5xlvh@rMZ8odTouyzwq4slxbC^y^G&(i^ z!ZKz%!j3RwHDuy;SHAxj7k^e~PxUgP9kP5j?#lJhc}+~XDJ(m0>)3}2sSD6PUN*9! za*7tN*IZW4_j0^x6ljXQfG6^K5iKTTsyrS(;!Q2H##ftyz6nb%2+64@9!hgJR034i zhFfoZ_6F`O4x%z9T^4e2w}>tdd#GHA;U(*BrYYIe8oo!p z@G*>zFVxf>FuKzuYdC!R-2sUT)rEwA-RQZ)JS%K>kt3Ll5+gkubE#&zY0W;ZgE+5y z9-xBa3Ks}EfQZ9$^)7I|eU&U}=%aY-_dHJHQV&>Tx@jai`G9hVgI6?y0AsAw;uCK; zNC-p8v>mj>@N2%nz|JxHREx^b%)EDag4vC{g^g5D{`zZ6>V135*@LE%<1$6eNN;rhYrl=ySmeVL ztPY>%LUFo=Vht}=Bm1L}|4x4Q%p^v>*Q8kt z>!p(RR@zjCfB9Ly#f`dcON@$YuI%W@yUbHnZtJYZ^I@SDHMAlL`I9e*alMA%zv!; zHyL)B3mWOo00nX0G>G{W;nDEKn)fJXrWtafsOpu4DzNR9&SIJve{W5DM2iGN>^!lj zrW26tlBT6}kYdwAf7cQ(Zttm(m1~2L82SA|otA%EgGd}rB^=2@Kq!e7%IGyODLYt6 z=@aF5o`0ZbBs4(m`x~JtThDGAUst6{6<>ZG{@&k%1a)}($v+oSs@MW{Ms_+q&!Ue> zP)|P)1*WRrY{~~dRuoxoX2ISrvrXTg5O>|dc;s_ILpzzit&YRkc%1i!f!vrqHguL^ zei6J(KAKeadb~XN5E#h2ZG7SM$VDlFB%!s0NB_L*I$0A9R5LbdcKR_(x9}NOi zD=YQ7M*La-io1|l{4}Im85JC`GU%$Atn4OdFB12O7B8Nepu!#>3gE2}VNw4gZWah- z>5!_ZyGBKhQ}n%4b3Cvsf%<%AO6%>_iDz0t>3F4mLZ}YAz`(=s{s~z?6xfM>WSGzI zr77%R7G>4o>;yv&uwpP$+2cu@& zT_x;*-8hCeJN!A! z6HZGCuaVx)j!%b)xQLkN?-73S5I0U80oJ-ZDO%6#pv+&Wt8scSYT`ai4_Q@@wwA_{ zN=dg5C?ZST;QJr9A;%nVya^S^3CGVB(dw;*ollUy!KK*~HM9LIDv0H%=R`qlY8S)}d(Ve_+;OI21u}8MD=XOUBi)J$dyA!ch|lQns~O zujmeR2!RWb8g52ZgRvi5d=Qov8|<@cVzQx+)=|~e7*IOe!VBH9ToHXdfQ6&(sttnd z*Ar=7Pc2YU2ZT5Rl=G-8NR-869giH!R*ajGvxNu0X8ZjFr%$6kOI zm8J@Z-CRuL;zC`z)pGyX>ueQ}>&(=tv@WVmF@A>$2!7Ff7&qyA@s3W+8p)JwubYZQ1J6nh=)B6l2 zyc0ZV5%{fLy_mm#YpvD}S{oUcl_m2?YKie^S(bCf=xZ}-4k_7&Y9axBSTmvH(*GZvQF zu|*KEl-Yl)-KO-En*S0F*hHm5(>cJ-M#&xgDq`;Vw+MN{TnGGzaLS@M=C;s0KNOo)aG?CdVhwgbq}37_CPkmx$7fma>B&g|MBD6{}-h)nOop1 zNNPTMX`Psskhb})5bfV0gfYz^Z*xSZYB065iO!9m!7V#LUHqNG#J8~ zc788@4Jo~YbnplQ+QDG#pM63XE2!dfkS)MTP2cQd(|`jeQpeIxoA^@7+8U<35gJTQ zXbKKyXV#jFxA*7sBHljsbcBX@!BrB>8{k~;z6Vu(R)_%e zJXB!;m3Xe7P5s^5%@JGKpd<#6AAMwtn4$K%OvMLoO8(6u=CQraY3#YP%gs@YCf2ht z4+deppuvu}fi35hjO;o%H^s7#d?Ne0$f9l-DLcLX_t-0XWBjxw5SE{!dq)+byzHfd zA)}U;Efm-dKhE;tugDkaDyLrzFDmaP3fmpGbc=G3VSpKRirHg*ynL5%k*&N0q1M## z>edoMr>PtpBdF3#Aa@4R2^E__=|?U=$#!160a3HjI(W7vfh_R!7+Sbls34-Ph>#lQ z{?P4I)!CZ3@@!X)Pb@Ef2%ZKyHyYpWcDTv#f^H6OKd`@FT%a^vWCqaIAld`e(8KR1E^D$K-qLaaJ~bb`5qbhgrg zf_V!WP57cF^eyo%vm;6{!AFI1;I`d}0b;{;lczhj_j5A;mpww0G%SEkwhYBVF$d=L zP4aZb>;8W~A#4>-_zPsHgL|1EcF^FN`BCJ~js~=doM5SDnpS^Z;WsBZ)C;=aE#B5G zgK&w*E&h?k9Ga=fiRtx{^vtrxyOtC4b;>v*Odh=%peCKITx z3{rrk8Idl@J^JTvS5fGRx{wf{3;$ysK5`6mUIT)*UCcl*N^oDfvq!;OO49$ZHg29e z4L@t5@saaMg?X04}0^24y{cRek76`6%iVVr&8UnEybF01T#Ugt3oe*?mOAi9#|cj z#=!p8k+0rW6S?$csOu}agTl@VfbDl_EKf~96S3PUdCvs-CsJcli^$tmhFm8=`qiJT zV?cyZ3K_lwTRU#}M;~;z5A_rY_%^3?E9v`Gs-dKzqLM z!yFP?Tu0NZ9HxR^dl41aSpu~3Tzojn{3TWztFvWm()XuOo^?Yn@H<9s zsTaM}n{D-Qt5HM#XJ-pVmt)U7S#K#5pU%^8bcBF%~@H|FIHsVgS}iRtTW$*!^*Lp9~SK2~zH zaop4?hc8Wja~ZR2sVuq4Xn2>L&8CPN+Mtc;Nf#ivoa%C%Pby^RRTc^~?zU$HWDe_V z_ez!ihsT1%X;!}r3Q?G5pyP#dlsf)`ZD5Wr2|M-*9)hn{*Lk8|a0(_OW_1Fg>EFU@ z;&K=4ABYKt@W$u3jj?f<>#;ICLa;BT5MA;^-4kcEWy6x`qB(Ivjt#)(()l?A7)!xk%hoECMfzWc8-+mgp zK129S5XJ%#&UEmC!Qny7mAv}>NIxqCB)a6Wo11%^}$QFPM?9f5+9wZvSCruaZy$ue_c}X{ zt8S_JV1~k)HWw=#UtnP8!c3#D@X6ll`nET&ZQiSjyzQV-`u9Vabx0%qo)Z;SdFBeZ zt&q(`qOE!}@V3O9CjluJ1);oIZ!>GP$>6gzT1+sXa& zQxdk74Mdg)QjMzOirM83K4L=)^u$(weK7ENH>xSbNBi^)jEkhRQz|&EKTs-lPMFMW z6OHs{6At7ySwF#TwVnVJWO9brM|B_^Dag9(+KTpHnf6%?! z*I((%x%4>wZ$X1yQ<@lLhlUep#IOiLeZ)!2%3}U1NjB*NOv%*%p~|+VGs{Z#Fcw`= zTwIl~$|NCks=ZlRl+Jn4jjK=*6ugb(Y3VCEBi)4UAFw)^l5EmCWyE~B$6MUKqI3`v zjg1?ak@CwAKa)t@bO%10-kd`gR!hAzYAHQafOYi$;TZR zr4Uk$^rzdRY_dbP6r)uFH~=v0eH;jrI#HLWfJw%L4sQ*`ftlo{C?ODKR=7mo;(}Yb zRov(aIhHn+{B=XI;SB!Q5(OUI#X09V;77q08UD#oSx;9)hW2@zbDJOUj!hYV)cN-W{e1PL5OXg%sth0@*EY+T;S3PG+M3}``C8yz^O^f$b7$}T;RLl}iQ{Lq z6aFwiM5VCE2Pi%%?NgOsVZ^sl!uBz_eYaY~YS)_H`*k{Z#m{+@2$Bh8G5Wlt<-UsS zSpA6n9=OV6FkIw=fA0WC{hs(w@bg9w$Pcxq9G6anSilfC6qhUC2hE8^t^-Hy*mTmR zJCDz__WG{B@p;X24w)%6)O#;l&?w+uK6NkdS=ACdqgEK`y)u#2sSD0}yvQL|c{LT2X8CuY-u0{B1S5KU(*tNh z$Uh`rX(l)L^Q5cy7P4hfC5W%-8CG9@jH_z1um(PTjrraFdNU9?{1Qv&Wfk44;+UT1 zf}`vkKjSm7`r@Xoxueddtji3%4=%dO;V=x(onUXilOj;6;+i#Iacmv)VV6c$&w9b~ z8ytr|lQRH-z+NUKvTF;~wl1B*Gpwd!4cGa6SDCEyFeoQh3dmwD5A#goL*;DgpuneW zzaLl+RR^s#-5GziQhLI(q#E%^MnfU|qtlWU*|hH5;y{b)#y5LvlRL111zez@$6o7m zsW*d!oBXn0jl`FFn8#Asw)|Jse%4_w>1&5wk1=a{Tkn+rsn)sUgFouNy8x$Se=t!V z4ZGb6>0~J^lrsHVm;<&)YRv}0 zh`!q;jdp7AuLu{7}n6vAW;|+4xAX#E=CI%bupt=u6f_4 z#opu}ko>%@M2<3g{ob%7@ho6AKY^*(VxP}LfPEemTbWp5L%@IGh=cuGC_V1v#8Wgs}`?>T>lvewF{W$hFGNsX^aK#WY=}aF z1O=M)L%N(GV+18V&4?_ZQ9dCtGJuyqgLKwq9sfmNpoA8uvtG_*nX+}n^zBzHdCCRL zJ2=rmSh@>@sbes|UwnS|*vLIbj4`;mh@0hi3^-U0&X*7MRwtWnvaPTChNJPlx=%LY z8Ga0}OIv0i*)V=0o>&Fty3ZwV>B+GBO*@oK7GeM6w0(#0oliHxMS2ZC$gHnSavfAV z->IO*r~QaHwx2ftHZl%N_PYDlC@;z18mzb8A~==phjIK`rCVX@-*&0+H2fN6O$YP8 z5XIx!lrg#7#NE33cAa3eB87idPrO4C^7{$)QBW#$%;c?;GWibWW10PgLuI`nB@izv zQGyzU*}rUDy{1M&hhRoV{U1x`7*z=uukoqLc1^Zz*U7df+cnv?ZQHhO+n8#y?Yif^ z_kKI8PiM8x-usW|`8^fq@Rn9^hOXomtVX2bbXnkucmzCSnb)s~)Q)%!t|BiBI%ah} z3IkN>BCvQ>A$e^&3fxpuHp(ISI1h|!W<#Z}os+)3-((_Ug}~{hO3g$2vlRuSn{u@6 z%#WWdUMll+P?k7C18s&Mhq=bHsWAqF$JnI0JomJ@+47*XtMTdMoWyWIA8%SRy9T*f zIZPg1c2N-Fklu2r%rJ7k&@k@M5-;;Fak2xfbk^{93PqD@idIu<;5Gh~FPd~tgx0aZ zp)PuXE6S!7bRL3Kk42m)1}xJWde=ubdejq*X2t1K9t9J?iiAoGv25fK<=x*5-Vzv7 z1xZoca2_6)ffkP?O`yL~q}tzkmEKM#;TgXVOCab*_~I@B&~8PLv1MZ_N%j8?zF=?a|pCKyNN6b6i2Hl6oe$;O_hN-D<(y(oe86r3jcqqVlDk8c- z@L5!yGK=}v)?jg@KGgX|@puTF(e*rxX96QUYvv)omOIF&$HA~lW-50b{p>y&!H6uE zkt{C=E7n(*Z5Kr@aEB>X71K$NVwkdq5deQ6%$)GG)jiWfJTzp741xcX@lexdF%DkZ zR_^~T9?^27LAZPGiXM=0id-)1cC~0P<4(gH?}7&DUP>1y_yZ20`>7Z-#;v~3oaB1k zh8@m#!_&~jeZ0u-%jaysV;!N~Si9tIns$!s4M1*Q`uz0R;C9O>|3n~tD+X*}C#vO+ z|DzG^V5oAuvTC`Xe%v(~c1}1ModnvaSj;$~!0)J2e==ao=vpiBF-f~C2c0?+YrjO; zRDCsKM`q&gvqVJaR>XZ91WAmOHZGDg;V?THMYH|c6pn*Nt^r&;krI536>oifPOETG z!Rgh%+gONw59GhZ0wJsHQr0shtqjIhN`L=OqTicQ^1mE?7x5s?xnioss78H>1r2yZ zESm8EUxAB~eaL4#=^|n%m!ebeM}Q?oXV#0n@7S^Ww#=n3#4R&SGmYf!29~LM;?SI; zOfHVmo(fRsPR737&j7}%F65&w(L_CdjgW5=@53lmp7}3;u34S z9_xz+XCrLy$1kn8qX%dC6cd(|0U@yh_`OnT9?kOBiVN6E#?PT?{10D!27e2YuRb2e zt2$qw%W7KNulJUX#hl@e#vXOVu66z6?@rq>D{$aGNZ~%~CZoSQ!F?&^n+hni@#>Dd z?J-(|ibm1L%j4D;Wj1I~r$AOtY?{J*zFcJbKA zb+Li=V!(3_C=UPSf@5mGp3gs7V^@u-T$mAs&>WipLL#iTL9@LJevH--4YtG?g)sHF zDUQUUXR$C{4Z{Q9p6DJPOG?y>lDv+cqGsy8Ga(+~^G+Z{E8gK)s9#rE~HeVtyLQiR1zNF*GVd!@LOG)2TPjzr5bE z%BEM`5v5L^9LzXJURF__ddLWOJ&g59&wPwtosCknYZ(fx^$H@MBi0=B% z5HRrR86W5_^uPgTjkE;!8bFz70i}Arvb{A+2oIK_V4H$RsZB-M#YH97Qoeexv|oY< zg)1ZH(nKisaPnu*GbN9C%H+W^BgjeyFDO!nB((WnCcOXOH|f1La^DD<5+t^u=`AGk zYl^?AWGoEQ@QwF!CHx&pU?0ulc|o;3T@2m)I{n1(RqH-?#0&OH+`tYL@L6}Qqt6|j zhQg)+kIXD!RquZ4|2inxr%mGoT*o#h$du2J$Kf<=AC`x8Kx z8XLq8OI+87r3hohvYhtv3|&wY`^JyxZJV5j7lQHexAs2kL6d-T{HeDq5cN*(2QJv3 zgV<4Pr-;#t$elowQltM;5Iz-fVbh=owo1zumo)gaoqI}B*ybVj#hY= zviK=eM2}-~u2mMJ72{Vs|4_N`Winj_1yFqlgH1!E#O!|4#NcmsGk2;-%Ck}2qj^(a zejhg7u0eP5M9sWO;v}}Xw4xEE*PZh)`03ky{Zl{8(|gUjCK|Gzq-ce_H9@_m#%{ddKjh?p9y z@g(7V8#Zyg$VkZN@Hxu+jP+hTpubPCF_TPz#&}uE5jJn(Cg4*{(O+1o=8L}PTN(zv9Rnl?!VKQ`d-TeXH>uv>h3ncpMZ@?TXdHXuK+e;C5|wx{{ozd zScMkX%)Y;)TSC062*1Y!WowvJQ3$gAZ7E4A47ok zw|h069seQ5=zWVSgh1%10DP?`DnYcz8>m7S-Mn(sMX*WT3T`pY0k-FGwl z?XTgP&K0|pS9?tolt$Q+N~|^=f=)t&`%-=m$m}$&AB!SfEh|cIUk(w-eoUQZ(5oaq zg~=T?b^a^3)WLkpWZXS|&1(ZE5OeBaiy{~-Sj{Qq0nsVs);+bGn?khd+caUKOh*$M z=&}JSQaHUvd1RpXu+oEqihOWn#d2X0+#YM?<>6^JPRYug>=oO~iJzA>J^J*>Ld(nl zG`Pt}hG?BS-kR~$-!p;LQmEMPql9^H9A?R?cI+<+WD}@Q?#-1L(ENq^Z1`$k5^A!B6u!Yov3d?3AAuUj7@9o6EzR5UqUhQ&!UJJZP!kb zTuOq{=%DGMrg~?P;IIEf3-adW2ve`b^LHa(*T>I)uOob$|^Gy8-ClSIcKP^VroiKiA#uyjEF*$=d z9DBrHhKEMbHC(uIt=o+ImHcAGU8Tt;|E4c!4X|IVrr0;lUnDU5Lc^)7F00{yE&y$% zkSi6CI(%U*-)8@$!L&e>vW(^gLXKJq1t}Na;Tqn_f;USfWP^)F;ZRtJMeDUCO%Yi++KtuK?al(^dWk*7gO=I=t$&dO^lvZMQ6*%ZB=P;w z&F}`Mu|+Bp%zqnz=>rApOc5`DNJ3(b&t<=*B55QJC_D|`{t^e7EJC~lIakUZgZbxN z#iLmSrgQShQO%+fp!IxZEF{K16}ioQxIfZHMtzSA9-)g=&WrzVMC8n&j#>8L34)}f z3c>x>U<4t;@OQYf9z14FQ>4T&;Zro6!BCzuV;p-EBv}YzU@LgjJJ?K8;5N!sb~XtU z4V5j6#AWmAg7Yj%T6kc7ldH8bQm!JWYT!RoR&o6^V)JUK_>ve=Z+c>DR)uMDYW#Vy zDf^WBt7IbpZH4R-!93rDf;t9#ej$Hq)W2k-^R|V0VTsX&(Y`B_(O5o-UljxtRh zpk5dSgQkP}{I!D_TGOaJiQMfSu>i%RJwhxln3dX6xUhH|1Q%A(idac9Of>$M>@>l| z^3p^%bGhN*7 z&LEc%w=bd22ofNsu(OtBHVHFtazhFYCW5xS!c^rmySG20C<|P85+j8qs6Cc4IDK~A(#T4U5>Vm+ z{?cy#rTf0)ZSdZRdx4TYmH+T`{s)UMEtPxrSs)X~s0Og@a{dL(^O=3r!L z`mr`&Dj5ZnYu|G50c?x;G#@EpOM^W$eX;{jsaFVmp(-oKqFlmeJ%?O|%3Mikv&@yZ zi-0Ob4as>dc4Q)_wH|W-mWYRaea;<-*l6c0X@DeXu4!6O_1M7Yb;lQw>nzKC*Zuc>y4#Tt13^#gF-~F{RH7#|V;uxgEc+35S*N(9wrb%aG zDV(`;UeEHyOkxBv_QLT!6p_k67*Jzkv9uWTyT>udnCkFL!CKo-hNTCWBNoa{A-4`q zY>Y*y&5;v`F(EZn^T{RdCB~&wd1-d}AKCETVJZCI##1XZKVwxwHt`LJpx4Pdi|>?R za!rU6B&)N*2V~%qC5iW$fI;(Q38_+f+Vb+Xqp5HYBpW}MXjdOwOj$g>4Ve;#S=GO; zJ+XE%8|XQVaMg z%r0FIb1G&9h>M&h^fB?4N>OYRn@Au!NY01o*Cf=X4Q4U;cN$`m;b!e6oZeu` z@GZs15N|B%-3jJx*7^*c|8=urjZV}{v+iaeVfb2PFRlg&!^K5XZWAkqI83_dv3pSx zFX%2Ee>)h87>Tr$G?D@;tHNJ_8@l4SgsLMLxr-HOS(yq3W6ESK8M|Cakt$B4eQSA5 z!;^Ge^B15~{FD(8I-{Hw@8Bqb3=br)b_(jpv+41@!HTL7^%9%&5sePJRQ72Tbnt{L zt#DgS-3=o$*mYeM(zRE*ahTyVLjUvGX$6g6gM8f#RTyv*5DrDyJ1YK5A10ioh(;_ z0Rc1`H`@M zV&9&xF2zd~Q+Uiop_)C!Cf|@dd1A{o?Ad$ICW_xFEcWBnm!wlCsu+z9o%Xd+s+=xc z30k&hP$6+w18m;>p!T94KQ}O}u=t0Nd24`^_Gq+JxYQ6M4V^K0c!TUvk1!ZTZGTPY z8M{(= zRciagu!!qo-diE|dHyr0MbK(4FB4NG7M9YcW$Y3*Oa<-8Dd_YbMPql2$S8pkbiB62 z?hgaX!wai8DL@8k1Z^0SG}~u9;$7DEdx0JZZDAA9Z3#?oq;2rrc-THaI6~jn6+I=* zJmb#1`923+N-4caW$kEL??ckT@Cfa*z%-UdIuYu^Xm~n9TENPvp9>++U7<^8)t_zB z@vfSl?eog5_sP60>CO+FV5429O5gxZF{U$7L`hGo-t?eM^KP=8(jKr@`(pM1^5Zn$>Gf%V=kGoUEf+Co4Y=!KrFg8M!Uw!lj?96 zd7fXDih<9b9cej|M_ASJO3V)~Ix9v84?UH_a+@w<1UG)>a>+KzWW|)0;|Mw0{lmgG zoRpH6REZXWGys~z8l<#%7KJ}6{xfGpEm?)1J)bbOC zDEhNAO7WZ{TV%X1!&UUG3FZt8)yr^#0ggEldcZb>nUX*jf#?}%gUKWDR)WdCYBpev z0yKQY&r`;S49NptANW_iOGGRe$dp`|coHO3icv^9AZ(D zYf%a_Iz<*e?;uPBJm^O5*zns<6nzdrxG2wQUgv{Zztq;`Z0(jo`#kA}?h!~RErQf@ z1)kpTbsy(UzJHt0*lwHEFC6Z9s>S06uh=DxN6IpL0)8Qh^-m9;{1KDD1szluIU_oS z{>%om_wQzj(ShvzrLd9J7i;kxXsc-d_b}in!*8vtf2|UwszWLc5B>z<{o&&e+9Zr* z^l5~y6Cj??H|0q};uTBB!iQdH85_(Bl2tKL38!tA4k-o0DYKO!l8q@eBVC+r6HM5> zIvh-7Xr4cNye)==4XzrI?qAAyVgsDcwv+W|ml4CLI)4EJd;@nV{#?g$a07X52mou* zL*aKhu~2#A=JDi^7$)NezQc5!Z9a!)P&-<~GC3tFQVO`x->6xJ=2{yOEX%=fg)_0U$@ zMcO|C!{OI5`YiP}CjPgT=yFgD*vT$#kd)u_qzZK0amVcZW*2t^gRl+0T}6wdfoL;6 zq#wF<4rnVl_NOPQly1|>eE1_<{}y~u_05nvhf%fZfK+Pv_ozR;5$Yge!NP(XhxY41 zuSdd7Ch}Dot_p#+Yt7`D07LTQl2yuY8O9tQ3aA#gjWs?Ymn=m$_-h(yw9^DzXj*^x z-4nfL=IG>s-hO~7Ap@iKCuiUB`rQn8UO4_R-lN2#fB!gTD$61~?P{B;4{W6TNqsKM z{GNBP=@hA;XHox1vT0s@Z(fx`n^jg_x)f+}fnoiopS-in-#<{_JcM*pcD^~J~s_>p`Jp?aZvP>F{H~h3Omz#ZN}g0gIuQ56@O=M zFY8i(93X`9-G+`ulgiD5cq#mJq`wU#!Yqf>syO&_ZZ)vg9!bX0eL#oIFle-9L6|eV zt%Y8*D)8JQ!Q?m4zHX!Q53=lFHD3w3N-FazgSh$t5-Rq0xlNI#O_*rCl(WrXl7wJs zqyt}^<~g;{B{A|*GxZ5bw<{&f9T0YI+%IsqLf&@*!s%ltBC8ejn>VJ+#N7gqZ~r zB^)52LAEOgtGsRSz4wNF(^4aOvs!FFUE49`YD){R6swkT6qkcUa7+# zwoV*yk=)uyEbMB7xD)nd87)I=&Lt+VD?ft+%C;pwmkMYjf_o+rgXq79zL(t2X{Gzv z1KpFTU8$l^YW}v?yRBPEDokF`1B=n?4VKn>^OzAh2mk0N_y9T1@x1!)3F6E#%6d>w zO=_uli{W0))i?LX;CWlRThCQd&X^F-eQ2lXzIU5497KZqGexH^H%P(w=F7?~P_prE zZS?+h`5#(ef3w9#g&G}*t|9pN3kf88cOBCGF#!HCDkjEZSyi2ho&Bk3(ibC2yFC`T zavHn3UZBGIr>1&hYs2KI8xt-7!LrBlUb76`{(1&Ve`kZN^Tq9~>W>oO$$yPd@;yrf z<;rlFPd!wU%dw~z%N(diwGC7w86vHt@!xBc7rwRouel${;TD+RpPvuA#fvSv_Y0d6 zxOHV&r}Ns!_x-(ZHlV8mvl85VFrIo*_j0@A7o}>A*RBUmki?wMSUu|`-*JTOtHsyc zp&H}IGvTVFh}gjGIW8@M4VrEJ819Yo&brvRn|kBxH0X7|1*^3xxsR)5HUxQ zyPaVeV?k&$#ta-~S9|#K!sQKv4Nvqf<~L+Gy7Nb3rUsrUmNMA!5|pF8OEe<0gYeJN zE2HPu+f9V6B;i+xvm7{v-|haZUt)-Vd=J#AmN(&cD)hc@F0Fv%MIfxgQ@{;(ce62k zz$I{D92yFoIEY97lK}|ESo6M?GUe|UlRvqJE^9IZTgP%dhMdZ^K2QPY@IG_;Xwu&^ z9>(!`_C#AvlH5U|_+A(Fux0QELEY6BCZ1m|Y9h4bPd_HJa#7kvQ|KnDvVJ zCXNFJp7dPf`e~vbNog3dtTn<9SZj~Ul_YRejlnvRRbLr4b?QT9g@fBf7ok;g<-h?n5ew8ihw*)zxBNy%fo{VqR9}9@d4Va1pe@w7Vg;F#<^dUkgu#1g~nrQ{obA28DTs_S%veYq~h4rskR%|JT zHtd82_{}emt6JvET;*_8D<;Dft`NKIf@HO0JgJ~JUIHj@VWEx5YbZ`T=?g9mleNmy zq8s1>3=?KbKt7zn{*a2NMGz+mX@)$pqC-$8l1^F8ZipjE9oWYfzO3tGL1@YG2BvoZ zRcgucI%>#yNyTec!g*F4kM(ygLN7`R9UlV@5m7V`X6&CFMXJ@E zUH}r>#}aGq7hCpZ&&S}IW&7=8nfF?WXKi5PfHZIV-VcX{b=n`b?$cInz*7!{d;f3R zMM|ok&+DN!FzrIV#R-w?bY538|M<+`t5|>9(bMwz&^aMl<$$BX<7q$<5aylUvqr$T=w5bxT`kabo*; zbIqD0Q{R?4ErOC;Hd|i4-@3^MHd2(#uHuZENXAXJ7FlaR| zEhYXHbb+= zu|T-af_?F}ES@C}`ZRJl6c|D8A+d~b!_nir+wNcI3lH^}3+z}`u z?qi2pz3hl}X1DK5{?QWH=TDjA6$Y5>NA7eg?d{mHW5PrsQQD}Q+UDp1LHd+ty)vbZ z>jtGo3~A|V&t>xfxaQd73?JZwIe*JoA^Y)FRWrBFe&iKB=FdD)Z->EC=1g<5h@AbY zYh|TX*i(>GRNJZ;iC!&VeNL(Py!1FGqpf})H1}_bIe%wqh${&zR7ykHM1>l_xKL=M zP#i!=>QM#^X9`jZ69hu-v6?ZC_LV*?+CzTxSjR9lLaPjs^DB;4bOr%or`+M4HHf~V zh(I}t17B5o1bA8G!qtd*>vA1Y9CRmE6 zNG|KrZfkhY>vUm=H`3p}9s1K|rpQ)9dcCW%7T}Hz2&*J1RQ5 z-gG+S@ECZC3kwT@r#1X<2YrpFo1HAxW00#G!&hnM%LS%xmKt*e~9*K}^B8$myja+N7jVR+C0OL!g4$MK63^9ZIC6VB^2yNh0jk<`_5;(00?Sef5{?|d`gC}Xgg^`B}z*LhoF^;$F@W_4dw*^qkLq(5C3OM0

n*AwKilWJ}Zt5K_(EB zN27(B;pHLGLTUwvh{N;MuM-t9TMRjofQ@J3z<{L9}3H|+Pv54aD z+H|?w;6@RHg9>GMSQPrL8IE~`_yc3 zE&%-ra(c6@5Xylb{GZ<;6;3cyj=x^-3C9b72MUg9MidQfq!?wo$f|R}?-%Fh z1`tiA6%d~e7G>S|w)Nn*VuSc1>sa9G=gbO3fbO?JXMw!rd!m5IGM&aGh-9+*UUz{R46hRlB!TT1+T!Bl9VJK_ z@LXFcZErn~s35=tdEM;S79 zeL#>*Aycy3Qy6be!{bB#>xI3(9MM?!#=a_yLKX;;E>8&ISmjpq@Q7iADwm!tx5Bb* zTCz$a1Lgipti8QG(i?fDk30&wwY3DV3K+S`o0*CALR|XV!4O;{0K-rMOEB`fdI*M% z!E8!VY3UP0&*kl5i|Zv~2m=@Tt@y=n~ABm`r?YuR3#%d5{)_C@t?nw zXKZY0Qm#>hAShugqbHAR&3)KZ%N!3^TFx5of2}A9lG>*)@BNIf$5ZmM4wzS`^&B@k zpHa&Dg2+tY7v9Te*zyew%3-{11H%|}_e(X_cwq7;oZwRQvJ*?Y%~#-I`QhRrT4W7G zH#Ecqx;%Xnhb7X_=i5sX8Z8M_w0Dg!s->9IjovXCqr%2?WlTsS$K!NmtJ!U2W3?j2 zE9w0mZb0cMpGr6wF;B9x-~g;5tHHy)O^OL!a6`pBf+MVsN(XGSkEpt$3}l zmETU1d;$M9F006@SYTbV>%sX092JkS3ss@-x{FfXPLsUXK$3m|l9Xy@TtSkp_l`Nm zu==L*ojIMKRn5dku64KF&epN~dfI{U+1vOQtim?Q_zSz`Xt!O8mlMlL`h$WquE5Xc zN__mrjsn>mvPd%ac$q#S&t|io(e2a1rmxBM1s4;c(b?zBLp6759LcK8vi+f#k5W%h zBI(zZtgV^9&g0~Cn`{gufqAa)?t9b7i0N@KB-+RG0x=bYk>#ZPA+m4grpx)!{VR!T zeKw);phmgK86Y~8a`&pgEx3;sP5vp$Ng}_+1v*Y{r*?FCL7Uo^lD-v-1%Gjp&y*pE z7^1bFV4#59IwOH0*L1E{PB6F?AKq!EnOggM=#PX$ja8JN0y)|8mgOeR8}t#MewOR= z!F{j+v5Rp3nEFd7YsG7io!|Y|%(Bon#vNr7m+SjUoaL;VJTtojRJw$~T3c8Zm`qel z+w?4_qCCKdOBWnHOLvKeh^AFVO->o}ZxGu=2x_H#?kr%C5;VxzS&C~y#*irBTHn2Y zO=unMuESOPAU*M$(5RqdIL5yuerU`?qCOem?$(#7$FXh5Da; z!CPIy=(Ft*QL6ecBv_zsj4cN6OtB=voo-eD3>1PP$;&%`01aS<4jfu^<0vP2tHWsh}O6Mlk#CX5lTTp|Y zm_3KW&Mq!uofYXrG07kOXlT$bYsq>9R9*Og)6h*lZTbG~S)fiR0+QvEd`>@W{c&N9 zba~74Yf`&iPky!F?o>^R9iDsXLe74dZg}MqJJp2SowTN5ti{JmeSN$>n~gi|b!)b) z@VJ9NUx!*v8k&`(B* z`!a&6Drq}6fSXH(*>6=XWPb(1Z%k>{Q*{$iw*h@F$9I=0?YHKjpCIJ$zyDt%A>DdU zO>lDe#))4jk12XNftfAU_!a-|t)f=Wn1^CQm^cmIH$12|b&#|`+8af{_&@Chtg(3O zKQ*<91veoD=%XN;L)IJtUSVj{T5l+~AUBs5egOt8MLr9}MG+tz%{Nhq2pG7PmS3)~ zsX@$uS6ELJILmqbWUi@9Gac;nR4CoTJ=9j{-D=Xgb1D=LmGx*a84+Z2K-62!RI6JWzGK0xE+q+=7l34d)SzGXd^p;S4KZ2>_%+67yHkh^Jp2eT@C~Xu z&;O(%?!tg3A+N?*CJHhjFt$vJq@i*3&r)lPY6;Y zM8J-E)Ay#W6LJTG(8qMLv9Ya}H6N^6ir(m$c3+J6pI0B#<=~7iEe+pYEMs+m;_L5T zA|s(rfq0A*(B-NG{YfN5_XNy$^n*EfFcS_c3-KWAY&)+lhl6|=2`K@Z2=7%wSeaUu zwJr0I8L`5{_qI7b)Yrxx@)uIk59CC7UuQ?uxp<(FCdr&e|D7E@=&OM&0r~%<>@TCL zYP&yv6a}QDH{Bp94bmYk4bt7ENK3bLiXaUeHquCUH_|DB2uP=N=l|OG^E+ppamF|= z&I|70&EBlFuAKAw&N)A;5&$RITaP4xTMJ~66pSo*=^`nQSF3?4m((>l%HeH&9~k7# zhf*fnl^Clm$Hz1>8P(e2mI!@l*-Zi`wHLo<|GA%jqPhzN1Ax$k{T*J=X;JX+4KzBR z*Dr8{L4hahBq^pgDJ~{En-T#WVHpJ&zf@TQp$L>X9`{f^;BXR(0f!BKP=S6q%UdD7 zT)ch(|Cv1Mv~evu9AL?+Qrgq(&7ia?;O(bf)KGt1J6KK@^a*l}qV^r=c^VbRO%{D?3p0b8_w8Nfhn z45u(^FCmHm>Io?HR@2gY6(pDl%(pyuz{BLrKQ6zJBgb#kg*+c<){YWuDl(OSVxFR* zSV7q31Z-CX3IxwTvDJV(hBxo>InJrhnb zch$cd{RPddE{WM3z;@X|VM+7R#>Mt^M6odu6gHz_W2IQKO9rwY1BN_tQ$8_$R_^V!-Vk~Bc|9sEL%pG6R9Ij3vSAm;kmBI_H#OKvf}1$|=rFTSGRoX6@p z83%WM-Nk@T&Ccm~CHx2cJHEtsO`iQ@3ftka`*2-(_yU8Jk+^OL$%k8;XdjWG^z2#N zKZ5g68e~2U04GR{^G$31$T7n=(lQMhqcr|3j-Qb-iuYg zpix^}{V1ShplElJw)=VhZTj$;UqCO$6K?Fsml8VArmBrmI#ca}W15}C~sL)VL&4NnFCF!vcwkJEowa)v5+e6p-o9^d3< zgDQ$YadAN=W-n}R4_h#C`6w?)ut8j&(O3ND5udE$Z_3_df|H~C*s$#%FBfOIppg&! z$>)}?={o{*iC5%U@0gP{0)g|BG|GYS_c~m^aijdy&ijmdG@jzyZdfjn=-|$6;yO1b z6?&-b3k4!pU4%}$c#&@SPhPy3Px-+gnH`#Y0xGh3_IvHgLZ zuQ1f$KuElh_ZyR_JVUh2%~{*>p{i2f0MJDdSFw&Un(a}bEhSawp%-n@~AxP_d)lqWv7=?_KEKu zwGz0dP+2CaxFIhW9@0Jkm@(Zg*Ws$CFbCVMeu9znr9-h`H|$zad7hDnt?)1u2eIIA z`g=xN!C`cCG>WbQ&p(NDN9Wg)d@is9b=3jZ zlQ0>0DhI$oaBbXzhzlIFK!2>K4%r;b8qSpp$1?-^J2>LGK>N%|{-S@TBnv}&oEU%9KiaVaPwKE1KY!}&e^{=;Gqc|# zD9bLxY=(a4KM}i)*nb6%r*#8`>RHJAzl&ZQV0;_-{X2jrNUXzW$gVRKb?RwoeY(9& z0S_nBRFK5I5hH;668KrjgPdvhe*Zx)3bCiHZ;ZKl0r+769u7i+)jr)2YMd-d!zrZf# zB>?&W_vbWq;ANU2h}FOuH*ohPax4noTMRTB=Kk*R)P~!@ej?;~`+8@=0+*5jXuFj* zNGEs%6%bfXK(MG=hcQqc3?zic{ z3vvO+fM}wZlyW7?2fNxhSu0U}0sInM{`@h+uBK2SS zK79U?(7^wGn^lRV;2TrjyuB|VH*{Lp3|=u(KUDp7`>|&EdKT_DJS(jy3=<%tfWI{d1|9*BBLKnZ7)=;N?3RxY_u!W-FJHpRQs5MXpS2+$E;LEC@L%aR$cuCKzHK2?f?}Eq;XvR znwa2ZI4;+%qTM*vO`#KgIA$5JB{{qhrWl;np5IlN&4u?cIp{t((d2T`qY(9{Wvj8{ z(3Yj*I{+U6H%829ZcYbDf1s=34F}W_P?2VCm!+V@tXTX%upF~L87P0Z*lk!j_a1Od z{0(>~pkF}8DTl;b33B&gTbRUE{ne~p-g#3{KcuY#1fOawaL%+02B;8vkY%x=gC1tZ z>-A{eu`Iss=mJ<}Lt9Z%=wSO(1qTsuNCksCIWxn%c@4EKNXmC(>WH0Oy}U(nOPU0r zI54(W3Uj*2bQ*VS>Ty-3tqX^4FANNnxmghRp#QJ0ImlkoD>-drvaV*)-_%VB#4IG0rgJo*Fpn`+wlk|y(j z6Und(H12uf_v)WN-72KO3KAp$NSh}#(nB3rV)Sf{=-7@Ri?;! z2e=!sUV#h$3W|%-pyP5H8u)-TCu+4J^cA!aOgfY+>$rRlBQPj1o~A_ykhRXwzU8a> z)#Z80G5h7tn|k<={Wo6HF289DaKxahpkW|S1{D4Rv`Ylw1ad`pw6_}raMKI1Uo$fi zfKU@7WDF`Y0q*XtSiF_s)EZTVOHA^yL&tQ2{fDpL%PlDsz)Dzmvr_opu6nV6AiLhc zMGPJboc=<=>H)JHPQy#d>n>0b3>)@LxplLw{Qr0iA=>!=#6h^RR}#<|D*S(eAYHs^ z|9=A_<*E5WekwRns)7*#dx!#ByyFeIc(AH^(vwSVZSAQ)e==Vk038cZ8EtKCiBEkM z!9!ZE0?y=9Vn(D_VA6=$;1l5un%e)ajRa>}n?G|+U?ZqXID1o6Q9XveAcA)vV6}na z$SemT6XwTN4&^}`X&pe{F)`?VbP&r6_oA)3_>0`vjij6aLXV z31l)~>!_%co&i%9lg0}4Nl-f;LzJGJqP9t zz;c0ARc+Q2Chh6xCkkgm9RQr1LX!&jxvhhP_4Uby1)dII^}#by`{3rg02j31mD2NX zP!h7rXFbC*{knIZyr8>Y0*DCO$^_8jK{N58iHF6drFprzX0P?X6!(BW>|gJrYcr9D zkBv8V;bEbmb4Qz{i_y9!U<=Ypf;k6=8_w&qi~-IeU|?i)a%!C3`+ho>}hNvIzIrfM|md^N!;`y*{)3jp7b(*FSg0XZHeNXC)y@u*4%O)&34g ziADx|*0Z&)ZhcCETxRJ#IX5S;&5k1lScXFIdvc8=z`L6PAM}g`Q0rtrK7uy9EjU~& zl(b5}sQ{DA?bLs828{7D=s5o_ewMEo^h^=1HZezKwnGcR)`hM3f{%}{z_7!t=NZ^< zib_ir(Ux1iT>E|2XT{)#H{s1QDcrQo7Pu(_{{tMjh|Kns|11-HH39qmf1fb?M=Sc@ zm;V0-vc?oM!3m#Huy1!D(FM-s%k~kI2TwybAv^d8U~CLR(RhO)oHI4>PMFk#Z=KAe zsnG3p_ZAJ6b6`C3+uO6jUI5?7j!_i`iy0T3;{ji-P=FC{aGiFc#u?;fWv^zwc`^M7 zOh#};_#6f^6powH&;b4c8SsMevqT4(Ee+#Hl*Kc=;bMu7&i^qP`|0EdIl(th?wlfD zAfC*Bext%h#_s?O9N4B=06o+J%p{P^h5~j9Q1DHeQ(PPg#y)baU>)K-BW+mWcm8Pzo3I+Mp~K!XT)Z$KbF}H1h~JBZ}6@pDKGQ$^CKcI zN4@w`984ICi!SZj{%}NQ>@MbC=awq-BLmY6IP>BNEhKpp7_f2K7ReXhPnMj&5W zv#_=@Q#n3d{uxOa>3pG8!)c)88IL@7d*@u@X!v^P&ewR^KPhzU>x=SBN(?o%-A;S1 zSTknV0Uy@R6;We^q0KEG*94!=SD${8bS@Fa)vSL>Tg(2nGX@PfLvQ%=QDXJ9y#Oma zz?KRD=tLPMWSflb82?|&l^|K*7UjF#-J9$6ZjFuwMFAYEpE@bvm_PSxrVD-@k3T*H z@W1}PyxdhsrT66v^gjtFxr*talB7&*72Zda(}iMlc$A~}?1|9zU zyZ_RLk@eg0`)73IF;i1BT@;tbUr`M-jrv#Gj8({Y^WBWa_zDG&8xqFdfsztyHR)f~)=SZ=NhyfNHm=F7#<{ z`VEtA?)~9b`D)+21+e(cz;5ia>yMZ4M|Mytlmbr(>jK19QozieZ+*JSPO+3stIx|< zBr|2NjpiO+B{!M(0&-9~pbrEEAWbLZ`K;z5ubi%I&s*Ur11KT_MHai40jr+4Q zJ#jsoyo_aD&RB=X`MUJu?Jj&3j^gPN%bT1?77~$kW*hzwxqgN|J`RMPJwCo@RcT7q z$W=hgY%p<9HS_>7)7I5MdhRab^Obk5)>Nd7L*2pzaEBI<@__eTWi?C)Pr|JBdH?~s zb-pjtFv{It$Q{`0O2zBCu654<<-poRnzKMbC4T zR~AtZp=-RN-ll;8TYvIpLV`(AjQ1?Nyy(F$Fqf5_SvXr~YyTtYyRAFr(%KUQFrn=A zR)4{`K!h&tlW5P$6LPE-Q;5%7e`P`f<>~42L1UZH{J12$yTKu_TZ0;uLXkz#Ggc-V zD5dSqnZgHcQTz|i_R&z~k1z+O-onkj0W|mqrKJcY!S+lu- zy@rg9)B-ed;PP7Ijw$hbx?{(mv2H7RH|X}3XEe0+=|aw|UQJ(;x?3-i&<4TpA1`a^ z301t}pD~Tm?mm4$?K*Ihr5ZQ%MNX&_=TKgT`}EzM1P~jg6>E-9 zOh2Z2*`GQH`iaYeQ-I}1vSHru9BIvP=@!@Hk24D32vfRzTnB!lY8q3l0cN5fg;bF3 z&=yS3OG^LWzE^TcDz|}B(&)>aJzbOj_bsYtYeIqq0YEUOPf2#Y`*$FLoK`cT&`Cv! z;}3obVyThLx8T25aVSTW*e^odnQ-9oR4!%J^_S!`YMRJ$?XRld2^H+5j`T~vQJPNE z+Zo%YOI7p(F-t%B>sXm{$T0Ksim?}mrn)F~N%cEolh6|{^^fxrq4A@31#70NZ@u-S z@;TFh8XPI(GcG>U&E}D%I-S?wooz2!ifQJ?OdE3F=F4c`ACys;7enj1H|GQ95=z)~=ayM6iDE@k$F{^ zxD`ZF;D$1%R|2dLjf2r7Y#<%DKxp`%CdMEFi4`cPF$Q52go* zyhmAYV)`U#WcE0E9#dlH$XMtRDSE|c-93E!xN{{Y4tkbLPczw2KW^T9HNT_YWvOM; z+VE?@6($Eoc+8XK&Du&QJ^5}0(!!ldMCP6Mlf>bdS9sBlN`w}ZUk70zZiR}HCp&Mm zL0@kgwVb%`!f9Cj0qq?4TgA=JV%E`i6GGE4F5`d;Vqm3(S4A=pn4-EX0`A|#>vQr$ zIzY?71P%uCy1K+(Iy!ST&fg z~*WkNsoKHpXX6+GJKel!U)Z{a7PcjWv zn&^|Hxi8>b#w$>Y18A?u#j1WRxb^?TlXJ1}*rkW{nMbq^F8P7INsafVrZ(Al;Vry0 zx(OQ6panSA!S#)#tnC+R&8&uvpMki21d^tNaQU*$k87a!_N#{g;P3cniUebXa5~k& z({Y%m23!MJ-9k@oN)RP0w+MQI5&t4F`u4DcD)8b06tNHf01+CCW{NK><&_z7{B8YU zg`q2u@4w&8>EP$KwgX3g3y$Co00VI49bZ+X3zV4fJ0!maxoiO) zRjUmEZap>@B%qxC9sLCMZ15QfZ#i@9=NuVkq1%ROc z_nLt8?fp#m*1Eh{p5zp4KQlZafiXibK^+#zdBKMg$gF@23(CYh`qK$1Y-f-y#~=oO zVL`qk_{ZLd=qB@D-|yC1QJNYLri-W!a{ifeA#b#8k9&FkD~CESVLyIN#XM-eH>13p zI(I9_$mv*TFf2<9culYQv>ZctXLm$ST8p(DwcIAlcheR7ILpRivoGTzQStGLK7>Ur zik7Lwboo`s>ILGj%C*Rv#(!;(>)0*q(p+d~5s`N=gf72ORQ%eqcId97fBKKu#kmLL zh$fSxgchom_OJ{leDz*$|zN~a*nF_t0`YXE zFo6?Vq~=UWhw0sOq+tTJ+<*evNkj2nsXjL&g4}H??VIIAsd)wzt`>!W1hf_t#zUt- zwX{$5(QE?0S4QIZt;T2Rb-j`MDo}73zQ(aIj$vhemXm0iR5cBt8M9#V`$}q)mDO36=ht*8sA5isbgL@#fu((v~2W zg8Suk+XU8A|C__dzHq8L){D@#qqj8bDb$bD0&IlY_csB#$?<+r@)&^rcRu>tm1L6( z2OS4L+lUc1*~lGRc8q!pKWW9RIek@}mn^S6Qn_w#aZ92qGt_Tm z6C)sw{8f5=y_woGwlN1XDp63u;H3>2=Q&)SSW&B=fh*x`tk$*WLfXYEF+_ zB&U+2`yDkS^kK++|DQxsyMNMa@ySpgwcA(bUWA&;1M3*D5ISiaZ%$-7)KU@+9S)>h zTy{o<0AdJo8xs{hvFzLj)No{t3~ZSC88@~9Q`8h0wM)N}k{|Axu*{Phw1h1LBS!tq z@FxBkJk;EfJk*x2+hvkv-x;Y%kqZ&c_#{%Wxmup9WW!3m$aRh1%N#f2y1(>niLKrc zmQYt~U5t22l&b7>C7@vTgmxL2d-A$(sAq||#Vjz6h*j#3!98sJU5u3$OG1vj!;~1G-($oR9Wy5l{q;QxFYrf_DwFv5`4!dEL*KlS ziryB$DATL(It^XR^m3U#O?a!R8S+b5Y)i{VQcFuyi-Hr=`+(>%u^r=f@|G3S?qI#? zF5X^)F|m*CMZtyT_nPrg`Q-(>#L5F|kPF7YSL#FA+`Ej{h=&`vLqp9wJ_XM+R42|3 z#ck&M1L!$*20p%~w?@egt~0=?A(1?QVIQpT6prPc5l9>w672oVx>{zJ^w>7VgB)_= zk7{f~X>`xTvub_6At6Z*@s5b`T=29w>*j^Ptk1SYd+pUOqWTvfuiuN^kH|554+b+o zU;LW0@OpA3bNFKAam?4(Mwbf(`GH5`WsKQ-e*ElQv*V12Q7p6NHH0V02yRfSpwB}w z0VSx3k^`^QmE18;7gSELQE5Y?Xjn}4=#p)6{hG2mr#Pbz0(7pF(&U&$38z*P(>G;gY?Wvy@Esk$A2}>l9dcAlpIYmxP%j#5LggG6~qoMZ3N~OPK1IWrQK}q4-8> zZ$l28b1%;5$hDI`4aB132t^HtM#$!JLT&ZLW-a`ssZpB|JjA-~q>5OoL@;LQj8Q{z z`y9Z!?6%{dI=Si6Kz*Q8(@eS(!Fg)-R$US|qOa3h#zRn@Rvp47TgHj4gkCU48PY+9 zi%u8vI*Xrd(*3EGis0%SvKu`NHJH$D?iyg9(H4A~$SotzEh*~4xvAoV3=E1IMlXih zV#?srejRFJ!o@Uul~?Z*dqU_#O(;dqg~S$mJx7$}G~PzF+BK?rdIrt#`gSgkF!B4@ zfysOJWqxBLZQ3-PZ>n~LumoZhlS5hvv8U|yPH*V~R@H49UC2#!3LPQYy^s8#4p$gg zDDrFrxvsFX8&}VA6oKBU0iah?Is?(Kn=R) zY7JjhBQ5x=%rkaR*d2#x$(>c?)?#P;p*Q>l>N+LSL^J`3^wGqdSHyzIs zU)$DVICvOWO}I=Z$d%l3$$BIITrMMckDB~CAX=cdJ2*fu$+StbFErellH1jP)L0F< zJl}YK4E3JJ0*Od=@clHi&u__{Xoj(?27a|X*_MEl%q{0kgh##3S7OcVQv$wzV(mQk zkotaswL-Js?9R?-q@j2BYK^Lln$HI+CiPm+m{yVb!48x9xTW%&qxNq_Eo`13&g9)d z+jQ`j%*zW4hLJ8}BbzO*!$~H;6eO=jgE)GoN)P6<6ykfi)XsTxnbaJQ+}A~ag$VN; z<46=uV%oh_VC+1L(I1ZG=N32~8)*g^hm-wEg#2|}sv z_lxCk-xnHrK7$qhs)QA@)IvFXwX;9zCPeGDQ`DU^F`?_LQx?2N8j7MJm)JoI>~YY& zu-AsUM&ow*N4!h@?YkYSV(vgxB~v4Tss_otZ9yA9#bF*rWD6txi8%~gwAQ^a57x~l zQ2&gQ{S*?uc=hm2Yy8iAbTNO-?*kdZrN}-qT9J;3cB`5R^!<=%U}7*oXyZTH4@YvA<}ihnyv&)7Hs{M*7sM$EKDrF7AcKU?m6_*ZDMjHHmggOa2k-RCKlxAv zYdlfg8mHkNh~@TR=r#whco`Y+EAqQ%au=qBNDjIN7UJ~%`ZVSK)Ql@HIVE?lOja~B zkI7F$n(4WbKO`~g_iX4vWsWqj)13NAW>_eA=b5MjBpNvdBtSjhakBZuoz5gWlHRYp zP{$=ZQl(9Mr!)oKiQMWeSNUzw;}H={q0`}nNCbicjJ zEn7yrujNl>+|IyQsV0uD5C}Anp7fDGHE1DmRioJt8+Cn@-#>pUc6W&Vsa(xa0>)JfY7R>ml8JjmRKcJ-!(Q+C)x%a#vo*lFeqShs$d8~}P(5I1P+IQsW|FySX zM&%{w))qTO!7|okEiyibMu2f+(+5nFQ$5<94Vom6o4s(BwDr11qpD5+Fm9aKD*4sLtTFl=bn+~rpeUwf1W)%8-8KeEt6(oG`~3H5IhKW;&Of>b#P5g;J`%Dw zc@b5Jcrh^OKr&?LZnU2yI}rR@AoR5u z+eYWg==}W>qBCnMLbE#JO; z#lFKG_#nJ9>g#(OVu3ELj*c;LN)aZ&@=^k_p8J&$$5nU2P}@R(t_)_NnPhtPEuxxu zR{XW#ij1e9E>`wy=8K#VI#Vu-cf!mCFfN>@^msDkHDJQ%^&t z<493+!(P!^v7dVuz?4L~i9J&kDGI{5NXC~oVwpu`bgI8u3BgWm zz^>s(VA<|N?#(33L}`vp-o(w`cuJ$@=XaK^Zo96kuGURj@VXbM#ePNqjJLO?*<9#C zI@d7*2@#Ft=Dq`Sp`goC*3kTVa9E1tIH$#EVln(}Dt1YgYNhu&Qnv%$+kNS|k(?4H z8A|i~(6BlJHA64cx0oqtDVTK)RQc=cgO{$eY7y6R)?782_}Ld$J`@0QL{!|d zqVj#9MO}Af{aQW{ZEhCDJ^jJ5DDBmnG^>#-=}oB9+@emi*nQhPkSiFBhdow#Y(D zHCop9QgpiSXm=->J%>Z;408IByu!7-iR_YQ$r)=a$hAIYHxX)L(uSfdJdeA^xKi9U zWIcV##Ib4iz9uIFxf^Lxl7b#q`Tmi7Q@jMXrc}2@>%rHOWV5f298;EQ4m;>`BEF3K znFxg$uC(<|kw1^uxXh0K_dpD)Yu>KV;8s40+(0#DNIPZ_3ByPmjw`AXZjeXu*VSL$ zZdo6CX4xu{+{*lfL={J_h|-vT=S_Q2YK{vj=y+0&VM$af_@a7ui zG<3`CsKgd2_TAV2ofp?u_m!6VsnpAgllm{`%8J0CB5q4LOSGNmsCEFAsL1~2T)9yQ z$*dumxoo0_HD<5qYwDuX$`ec(RKtP1GhNm>UrupztAUG#x%(Sj`%U7CS3!T$e(i3)y%ohym+3!FPRVF z%fmT8znA^fN12ow=Us%D%feI=^?TYeV%7<%@14Y@N8a4`)D}c(8v--*5OrG8&DW4= zw2l?U;=RS%WvldX+nz*_X52-SJ~@jJMTYduV>7x37k|U7E6A;G`L)ZZl3c=9NlwhbAPyeXjWJ(lZdTMM&_W9@;ie zrFt#)7n||H!4bSpvFBFsq8^(DY4S}BDEuk>UY7yBV6!~@ua;_`hJ0dMV4`P|-|uPx zrJ?fTS`z5ZTR)7cvgB@``9giWbkoM+e#n+c2$KyGN1oqNPu;t^y2yDWDE?BOUN}&Dy~(5!(b> zg}R2HHpZcDim?bB7dEBd66_DRY?l#AFA9}^I=UP_{N&+toMl$vL6iCkJt&QV7e&{b zV84Lr)^SPtuug(dtjKIfOTares-l33zGOn9cv=g;JHQn|2GJlq?Xz`(O*`5$-q#2N zvx_Jx=~LuMz->1bYhR={d=)^|=Bk;L-*%NkT#k&9LO!so!|d0sP&60A{LKO#!*@J6 zPxj-IeVUc7h`~qn3uY!6+{)b?R0u_!k(E?z;3KQVOZ_dnn+4JGX6C4Vvc~V;| zb&OY0Ylg1!!yuFsoS~{%CEZs#wQ@Z(RCLx_mFK-UED-V-oR3T)7+U*A!4Zlw9d*&2 zcf|FS6h0}Y{fbYldG)vTawd#+I{j%S5AAu{`?R0d5X|~+DzsmGzswUHt@Y|`m{aO9 zU}&uLk-S+~i?~pMv}EbZKj}8(=}m_Pjz;1ARP(u&;Od?^KDAf}=fQ!r<-^zdScD4{teWAktv6NhZ3;Y^!ZMz;1MbjT*z!`CQtT}uMwzOUhU+x&#yf*<}eOE;2-Ei+TIGDy}Kp|txN@_M`>&&M$A4MZqv{>l$8h`Re7mm&H-pPDMVJPmLlk8UKUW88zJ(;$Tu zeJj8g^7u;T9X84_GZ3&^A6=4eyoKZ~_25?Oah->CSxXIi(2THL^YJV%p6D<?k3y zQalNBeCNSYFDi$BEE_8J7b?yDGj$fG8Najdf5D_2Pi_iUkW|!wW!(OG)tck&{G|(u zDC3RbnYWIlh&#m&UHS`3#KpAuQ4C}lDh=w@^0k;lt};XB3y~g)wL{w%{pF07rhvE*Zsc2#)Cu14d8hb5 z{^&!C+NKrJrjc`*;dQ+&5{v=+^Uy2giz1@ygLKaWIf+BPxwR+v3rJcvKEb$Ag#6~< z2GQ^5axK(%l3X&;tx4_Q@Y-@S3;^UV`}@r+!wouXA|@^zbO<nyXmm(=grfaAz;9gMEp$v)xRk_L zqPI4@ZH{c#9D&+13P|O9)RR1#zvLn-!j+i&K2_7H@QYhQH8hGd$RV^{Cz|V=R9p)g zMKV)B9D7+09T^3QOIZ33VF-GhN)|`!qf5C#b)YK0n38G1*G|^Z2NJ-<5c>?R8du_d zmyHj!x5am~LZvt>mAF~zfohPOv8+hrzc0M&SA3{5-KBVCU}}FQIhc`Z(4s4-UcvHG zAm%%fIYa_D2~5qySd2PBFS#h%{(iG{n~M-s3bEeGypBkp)36CoO~<>7DOJ>;3wwQVmJMp|ru5A0-ea7E{ zCKHCyGqqot>xmxAd{z`jI;95Vl9r%^wa!#p-}tDHSZ^P^+T|&c5HP=*3Z{wqz$g78 zN_$mu(#%0vLQ&FCJn z`{{#|f+wrcQEdI`8>*IUk&&)n%@KBoz7;k{hck5^-K!WC-YrX2!RR!$%ga4g4fkNR z<*k`wkH+U8EX=!h|4>!65x;LsfaI3$^#rWJ-@Oa6;Xgef>cVq-*C;XT`$Um8UmKSq zdwjwGr=AGrxuH*U?-q8%3#opUtc^S*hF)ghlTtmb*;KiI`dMKrY$h2S+(gw2jY1n! z+je9#UCQ$_JlfBaHaX52J77%bV4A0Z?TG}Hpklduc^-6>R$idr41XN)Lzl4NTt2v>+@cV|k zh&13n-U$gJ5%%V~lsZgPZyu}1N&Sw)qFy!91`VHptTW}(SZcF~d$_aT@JLOAWLD9AJ`|A-u0bvad!zY>%Kirvi|1)1F32DLnJ`q%@$4PZAsS3q)R(*Rr_yH%1kf&fel)5nohn}2#Vi6xW)- z?A4n0u;WbObleo#Yb4B{nzmP8(?=s7{Ck?w!o~|>#OEu_ zuhZ0nHyWvgTEUC#NHNkzWV7f(%rIm7VnP+ut@nwYS`jCI*|5g2u<(Ys3j{|mzXyHm+Pzn^ zFpz9lJXmW`+%ZKk#7O-aMV*MHn)H6w4DS4;C`vZ+L!ti)-S#`GeM|)hQ`FV_|oGGTg z&Q>;h4TE7s3)fe_jLmy^_|@m$6*>i=jye=N2EBe6&v`p;?Jaq&8!XgUfo#_{D)C}D zgpp(~ZPWq*BuoaSW@f&*s!F%ovSWLMSPxv+tkr zG9+g9lc@EwD)PZHwQIm<8k_hon*K?oIr5eQH8w-V}YV|ocq9oWb zYG#MGu>}Um)09iy7d;p|2~I>A<*?X#S(CR2O>T`#pI=It;QX|gOw~g7@acNj_2+=m zP*3*IkgV^Ys4b7E^dcX*BRQktZZG5~*B%dU2^TVZS=a{eCU0Ic1V$+wv^vD&EB}cG z*d+6@=j3wUxo!9wx%l5-P@T40gsHx7&$107XqyYmm+Lu6rrLK1DF^yw1c4AH^jBhy zMAR@^E@ygA2-C-)FY)IQL^2-4vu_j8l+g9{o)nB3_n_X$bes)_1Y6X^6R>VP*eKShO_yp$LSs$hxxlbS+vl|QFe(* zH@ZWvC%*@cP*v~<5~msUX-O0T^+LIxw}59>xB=bh=pxRYz0pi;X)Wl<>`zNY+mqE7 zq6Myh>&hX}sZSLjL80_yVn~VU_J=Ikisf+8>*zR#jZKhK<=X53Dv$CMY#LEB#-dI1 zRnC^1nXg@+#3|hA@`HPxzx4}c+0kR(1W9JVAM{*fAEzl%a z{4uL)klv@go}_-P>|UlDc23O+Xb9hM^u@h=OLfDTCvEbw$4e>KvM}-!KS9q=Q*mpv z@n&e%_D+1wJtI-gn$(9su3G`8CgBwpj~W=BoA;Q8C!IEGF!VMIiK^YAsGQx^2Emgl zb3?gTzqfR^E3i&V75)1NfMJjF=C6vqi0SNib*cKe6PG}j|H&W8U?S~-Mh+tXMF zmG^7TJhHxgQr@q$O7{|J5v~v|xkmDtWe*HZ8G#25Tu?9^lCob&GPBf+b4{_zE-Kp^z>UmEW zVSkVM)m{;_&?`87iQ7@24iSXmz8sSqZZKc?6=ZA}=-_Pb_YVQ6<8j&4e1*^J_-#?? z*sNKZgmyZJjdbIZ9lIQAf-6uovKMug9p6@l@b(0gOmkg7?Ts>&wi)efUrx1_i_T3U zz+>TC^UWjrg-eFpKu}YNFv7AqX1sl7#_WWfVHEt^!d@`6gw!Xk`4n?+wJXndOACf7 zG085jz!~zzabT&HiX3ZS&PVO0r&r{lp>rmVi)`qQfYAJSU@l(AgAtBqdwkH-gPdvnmfQ8;Z zlT0AHEk()s@j*Ai#~YVtIL0m@gMc2=xBu_eot=?aPKj;)b*kzaX|N`0Z;W};>y9e4 zhd+8uqEDo$1NGmAWJAM$6CtS_6sYZU`ML@FVEzgpCOTB&6^p0oN2XTEuk#Bh$ zX`G@OZyuj}wq6^in}|T0ZhNlUX9fcHOI8{>8Z@fM<*sgMo5%R3uV;M0^m!pLE&J;& zPXTA+rJe4L`4y4gpuujQM>gVRqPxhgq+2Zk?o`f6lf%+o*{9UeDAY9FqhG{+HJa>q z{e@M@%&0O>SEgtt-ZvU^ZBL^y#%^~y5{U3qS#H!kHhFGIzQ*lx#~rd4{C&-lU@lD1 zAvUz|-r9K}NOkRm*_P;>d#lTR=_0%DCv<*vy1vHgAJ61%x4npasGR?;Mv2FtF$1b` zn};yuMiHR`RL_(mTQBsl0Y_^l`hhpTVo~fkC7n~HQzk5xH%fE9Lb;5hXDNYuIg-X? znxp!$0mYqD4qXtwq1E4Zz*xn+5fd8 z652cvTWXyiTs0xX0HoiW)N4!ehtsH?a?OY_v}xf11>=_BkI^Xfs!lM{6DSky?v#K_ zY!-~)?Z%oJi6xKK9_P#ml2bU>rNhyYxuK(d($|aWHe5ew&{=yMoY z-Roivsq$*YLCrv$KG3$H(M(vtsm|q8$e}tnMQD+yul6KN{-tl`em(f}RGqUpby+B? z&kn`NH0mAFIBU=34xN*VpqGyd@vL?Yb5*q=W>}86C2CLd8mcmnFKdrklGAgpQb^wd z24m~?3M#o{cvB5ExoncR+9zC#_r*)pu!+#sJ&AuuJk4UbDjzUv?I1UtpeRP2W;fgQvW&lcP&;?;lmVbJ0d zQbM~@WEtXaH3M$!(~NM;QX8}O6;ic*hD~>~U2K{=QCU4B_A?a@1*W?(Ge1W^|!7t&T0RH_-pgq{9rtk5_zlRlWGYWyPZ~Fc5f48#fnr>>+7g64P@A* zE|uJcr(mPcUtV9?vy~5fZoW|HL0sg#>&Mn(_PP_Ldj{`h8B_v{F=Ln1Yp8F={b7Uo ztr2cLk!e03%!xdHS8e{`GdxuIxKY8R{M2(XwV|!O-p^AG(fy9PK*WaBopKhNiyBgyEvRXK91cH+cPw4QSl-$$ z(>O1i)#fxykgL?)K!bmOwXpG8S>d6ndcvfRB=i`!h6PFSxuP8}HdgDh@&bX-gA5C9 zio(jC*rwQK;oo3(dokM%$t`g)6V;u%fl4H#l!^e{^Klv7p--uV=eWiDjGP8tr^#WY z1fJu3d`*WLANqGSjU-VhT|@S(oc^|{_-+wS zxmQJt?qO8k^74jv+Jlr6Wb;L|8;8C8+9o2+?TnWZ6&t8tnhNf6Rds201`hOR(#$qM zj=62t^SyQr_*=AXbCJgwAq4T>0!epCN%z0$#8%?WLxlbaxC?I z1U*eeGEuNFRiAbKVetH!<~S{HPf%qlnz6t#&No7yB*LEmho*B3j_ZHhc+6W81c^XMfMk|HXNC&g|~Ye$TDzzCQ0OK%609T1>NLN?qFM?}7P+ zFwiJC-suQWGBmV5G||bW525@-Fzi~Cc`S!yTvF#K(C7|XM~W4r z&KNNV#sl3DE>$;xtisQHU;1Bum(}y!6ZiWoY?&If zG9CZ8Ny72z!tnuM{al7Z*lU6&?@cJslu-!KCYiRh@hCD<#3V@?l?#VVnG{pblgXD? zvAo(=)&5K({l-&w^9>yfUB5t{;Tv|@Py9z!2L9H~(63Hx3WOw4TB9o2OsT;&bUPVC zqYy!jSO?cjbR~1SWa|w?!==y-Fo9}fSfL@eBz{WF^RaTJh~Wis3HE>eF-dVCX>csQ zGBJrQ#)2OpX|jbdWLN2Xrv)7<79_-N-;?1QcLlP0&tz?kmJEql5*JCpzI}KcPg;}v z@q|0O#M1}&o=FqldL=he7}+6`1b2H}`vjYva`-kB11bsc5+1xwd4{ZNx#MRhOuP?G zw(^^OHK)cWJ5b9u8Q$3=VGrNX?aCF!YUcwWaZ&s0mBZlsRN zQd@@M=>#4TwKj3#t?zw@oGKa8#*})G-d;HBu?2h^LFu`Sz7`OtQ7prHIG#jGY0(@L z`kA|Rt7q!^KjWx@1Z*$8g{k#yoFf5qyzj>us>fR^19LJM5JI6I&terZPoJH{D?E@i17*H-mAv9 zYTJ9c@Kqj~Ba=R_D8w7Mm492g@4cLs(JS7 zsG6hv8^Sy7ceaK89+e`A?8Zb(UxY<^MgSlo2cLlfXke}A%!_AIGmp_{z^RDw3ecFN zt?Bg({^mZsgh4g=Zs$NmgCV)N7F-AIyWXD#!>j{#`1nIJ9o>2dS9IRULgWf#f{yXd5a`GS@!UwHUsU zOzd_GSkHq-+X42V3Wrfy>!ID{QM;nR=x94%{Gh7Ekl=8YfO?XE!>6$yu#c#H*+Ok$-l=3-b&HJ<0Gf>Cey?9i!A$s^w#-IH#42pU#;j`haeS+%=q z2R@C~_uH}mJUVip2Pr{rpS<7x^EY|O0(`A(_ceSbGhG>{k`@0l+{oRp)KSarBV7fFm96sS>s6SeZy^UV@7@_ z*dJqrkeH+Rd8)@3qtwom;GzZ7ivHyK)+O`USuVoDnJV}E_H*kC^S9x&Q;YDYFxA#l zsScyUeYC2kD?PY0pyclfYXqA67wQ(Wl z?^?w>A2aPA0<;X9!Zb^H3qQF&ieuweeG0;NMjFZ)w;*n9r_gey3L}PWc{m-HHX(#} zCdd(6j&8&kVd;V#4^2u)c`UPwc+d#*VT*!7(`gIduu9=fH?9rU!z*l~rQcBPHPSbI zm+Y(?jJ5qZSa&M$kL5a%!>GTntjXoE!|0fMs!TjC=4VnrgJnoJx5kJ;({`Ly7f|AU zIj}PNr7KzVxg7Xt4QPWNn5K6Z6mm9W$IF;H+3l+78564%jgvhVsV#-;|2AW5BdkUj z$h%&wH3k%&P8BE2njNyX)7MczIB0US?2xy8V>9jsYA8!$h2PzE{!8+77KRpM$sd82 zLsO@N%rDdo`uu(2Re}CDpU>|tdW`#NqIBmxi)S#0W`uOq>T7w#woHu%OvEs1D&H3E zmtSY$0rlPgq8YnJlc&f-8Tz@8X^Q6RPFX`}+Pdn_q2HSKDA`xf*CE(zY7y7o?7_LG zW$2JihsXX1)Cn6uX6?cSx)n5{Ej0_Ly2(U(5SMb|Zg2`O*6>-@a|F5Oq-u)>O#{8_ zrXYe)J81K=upN7YOSXhlg3hYp?$au(^)Isp5`X2A>s$}O+*&cDCLdgO(Y4UuvreAw zf{*@Z`&&NFYf4ets*c&i$&V>(!5-)#<9HC&;qIHR`%XyKe`fvJPe(tFbRS5fj6yOI z{#MgW&jHzKOpjp%jC?G1LPZjvHxUKr|L9L+VzockAyA7 zoUTb%J2D>MNZ4;UgXB7hy6Aj76eLcuBX%V4?77&M1fSJ7uiQ`bsW#mnA$b4`dMu|u zg%iz6AZrp7dq(Z3XaxZZdtX{Ung3Q9UIzPb);=lm$`B`zxGB;NS8@}htM?ylo;(tnYrislAhWq)U>NO!d^@P(7g=JR!6(ec8@r`oB>1{??bC|+?4AS zNc)wh-oJO0*!mhUfQH)$B^J~iK70kK@C`JCz3FvU5!jM)weVr1@MZ#!uxv@ST30Bd(KorC8 zH&vrl7;3UBV?p5WXCk5@9)HOdUkcJDV4)t2p~jx|tr>RK%DiyX1$?pD?K5gKm?o4t zA{6REO;N`Gd0DINO66apc;2P7n{QUli9J6FjVT>cjGaip4b9PrmTa;(%L$5=%=%u# zGg~7Vh$ZN2lcw?o(=6E}64~z_6r>X=_2c*3?c#t+=DR{~AAr33<>t+O8_KKg(T>P) zq)YXDO^qw5m8{s%(;&H5WBk09u$ggyZS;PascJycu4AX+tnWk=f?CL|MBJ=Ix@+0U zRww+g2a0Ox4OeBM|4p_TVW$JpUdKPVa~h(Q_xrT#a;B0c`E$C4j~r?WS8E*_+S~aj zLe;`wN`D?|C}Y{*Nxe^G4LoPtRmund%WJ>YwC=((blt1S6wfB+Je`S|CCBF8a9@o} zwpt$`JTo()63%Ere8-j5L)1T2eJBhb(U86rok~P(VjhE3mych)npMDS?7)~|MiZn! z&e`sUQr{lOE(@C*B#fRtXO|+dM9X|sT5@x`2}fe`$|~YO-S&bsm)#z>fL;du4L$n2 z+CnH&F`uzhu*GJf+>QTh(zH>^I9-)>ROOf1n-&H|j;s z1DIDmlwfl4hGWe3mWlJp<7$YxnulR%A5rmAi`)WLf2GM^7b@}fncN@MZWmcnKk zLzTiSNHaSPdj4;1q~6ij*0neqAA|0 zxf&;dSJ0jZ)ND-bI(hY)%W5fD^0{>@XVapWFK{+xvAP+2Xos)-pjSBj=^toX({^zt$Zuir1!w5APjx~BanQO1&^>43CyVq|3m zD4!;ur;DU)cY^6;kZS&54M;MZ)=m?~flPxOwoNBa{iaGN!^?u3V=giF>snNdB}Qs6 z9$@h1t&Le<^F+;O5Sfgs9JmnatfL#@VU!4Q5yMg2^01s7A+A&tS;eNz45d{@%ERDG zQ35B-J@wmDpx^>!71GyFo%TF=mbs)D_MeM#HB%XWtAJW_@l3f7}yIN_Xg>GTYrUhRG+;7p-K(@o< z!O|VykI%`00ry!)aLH@qfyi#EhYf##U@qT2o;5ecOGvqB?9v#+#cMPN~DAP;{;L{qN>=_Q~Z*mh6@%{N5g zm4b3EW!!4GgfZ+MJerkP4-aBDA;Wrd1Q$I8KPw;mD$P0xij_jB6MTo$_GomM5Hi<@ zlrI*(Ju8u>E340I0iHu=OR*WUq*WqoPe1PxyNVNs>|Wx<1WAp$lTWy{)D~~h+tYX! z87{dajZ^ZlL!lS^)QZo|w-@pM6&8ReFC%#NgZwy4c_5Z%|EDzJGMmWnFhx&;%-+yp zdtj#e;N!Bpv?yyFhP0VglsaK&aNbI-l1gsaYh2y}Ry_}of@y8gH3UB%pC^&!UJ|-F z9BxoxZ>V}pz`ckFT2!;ZqLlKEB)BViFSVEf3CLtTB3bpMjeRu`Y@sG>Z@!}RE-cbXBylbpm3{oNOemt{#$s+$M(EaQa~S6* z?J=EfMZf=st;XrkvsL1jn0N{}>N7zcHx_Avqs%a;lcM~LT476dNd!rhGZ&^TRw7#& z_EEkU5g*G0UYV$Amjxw;#bAh9o2x?y>gsw~7YzCR)&Mud1%H9BKRGq7E``&wGeJLF zrJ%u`xhYDKPLn3a1=!mL=65n^6GduWwDS1KSmTutr_Pcx&P_LD`1;%PtI2OgRhrAf z6?JYa$t0x-BGF(hL6lwn%mAE!IHjqYRoBHm1Q1i-th{A)?1Mhvau@Y|H>pp z@!nhX_#IJb#4hZaPvajyP~JJV#SM}s39D3T8`H8aSi54TL^&_{@1N&$U|siDwj3b4 zcWZ3i94EdyzNUFd5G{+DR^(ZnL%Q13S6H4ZMJ6mnliJr)O?qeJt z1z1J`suc-V+D>Aa2|G{hGs`J)k7QN9pfgjv6)Ysdd_hZ)g-N>+v^CrLVT8sj^=6$Q zmjFmZkf+bL|IFw9vof7J@%2LqwF9UK#F4moMGbP`34%$G4|HzX3}vqJ#nU-yeYcd45ik=oD&}!_B-#Aa6P=P_U2#c0_ZcyB`AG#B zgn~N&2Ff&Fyptg_ z5Pnl7YsAq@pNNc}h|pmrecYm_cZr;#dI% z{@~`7bu>lNw4^*lrJT&Dyh{GGFec_HN*sBj+1$7gr9Ul5?hMc4VA)fymyPM4%Y@@A znD1;~jr(#jhY^hoc0*b9I0~8VyX|?LwLW=4a60(KP9vsX2uXDEM(Ycg{%Rl5DUX^` zr5viD(FuCF8oo(MQRIk6tXlB&kPe&7bh7_Ykf-`wQv1h7a$itd7ioA#+X;dVA~S*FuYmcdZ+}@hfKQKlF(6WFLZD1ejXZ z9pQ3c=S%-veE0Yd?^C99aeC^h@bqL`_g0N5+cPt4DSG-&-Pzjj$~PV;?kyV}(BZwh z5wX;{OPHmj`g{_%%R~R_AQLz*is;vHVP@(Ee(tH7_0JlF&3fY*4>fGg_(p!bx*NZN zGJE%Dtj|vmQYWFPCFSo1ulQ4;0RIzQP1~pK>xYY z$35S90=APhNcYJO*qhfqM9qa)5;4>;+;PMB8%7GAA|wq#GXANbXsDdoeYKhfusi}M z>fT>#j6{ifYd`>xT*GGIN~Bm!5;yM<>S`4GM9Iy0qrK-_F0j!N0u+ZO1WwP=SzK;f zwG%y*(<3LP;zrq>mp%o=?Q_7@n#K1l(-zZXl?BxPYq75BSXo{5t9H;p_OJpS1hA*e9 z(|qnK?QZkR&)-!JY;3MnDF?4#7gEO!!xrITxKxHyR)%W0w04ls!%;CQiOQlqd68J_ z$GcpNPZvSnVyRwx1OVz8E9s-Gp|q@yTjh$OE7^nh{O19-<`JvV0w@D`+1a%`3 ziqVamfpm+#%}f;pYNQngcIAO(EphaUUcD@KL<_doklfJ7b!nd+M!kbd zKK=9WUK+KD=M%Rr27ZiQkCQjGMDHc~cIoZ@6UR@{BVsz=QZVN$OyS#E@34Yr#p_gp zonj3d@)H!bW4597ZQWdkB>QS`7DWn*9iE+jn{O5m_R;|=F_g&DNFlh?A% zG@nX<@;2tPtpc*V2oI{WQbg}%d1qkKm2gQUWk}QsQ0>S81zwS{&KMU}!o0N7F(Jzs zky6}w*{sl0bSAcudr25Wg1CdY@Y282dhMa8=sEua?&7-(R!p`_9?q>ljeG`@R#OJ8 zY0fJI7#JCVNf1OUec^PRR;sLgokaMu0jVPOQ~1OR~Q) zPI|6JQ3qj#(xO};IxsM-u>+7+=1y@8<_&&BB#@ zAy^a7KL;j0gSUc|hpLKyM{xuik_ni!&?HL2&(A=KuKXjJBZpud{=hBB&SSeK++;)@ zUyiEr?1efVeDL-03PWUDS#+wkrZiHV2G8c_31E;hdhP_JV+4cuOK?92$k+UsmCsz zxy}ssymG!eLBEefiNd`4FTvIB3`0rO285Fh`3XY-wY9Sdw=XK$$esiwEbjp zQUt$VRFIhP%>3hob{7ryXo2kvruZD$tl{)yE;qQ<6340@3>Og*1H{ z!g38_u9pDhaD|Xms2csg3188pQ#tb?gq0tH`dLr1q0V_|!6y7gpd<{;N*ki$xVJTt zmUO3C6WeDgGuC3QMNq^VjlnefHKpeZ#DRB`E?b20WW9sWpI4XDFN4sF#=M->_kkaR zt-tuWT4T;!dZZL1elZ9Uc4+K?KT$Jm;>oeVcC#2GWXCDYkRS3ZCi-;g!fnF+^hGII z-pVKiooB_`l%#&v9~cA_S57a&RBx-v8Dl4t;0Ri8MVqlSBFvhDFmpqkaX5l7*EYp) zE(MOz=|4Qqt*8R7i~Tyye81?$NWo@+Ie3??N)`S`pdV^lEv#8Bj6H4umD5}&Gl<0f zjnARxzAcTq3xsQI-A|B3{CEQafh|l;gX7~-YT8dL3|c=yIn`1$7P~4>SM9&YT*cX{ zRyJCO%FnQenRGkN$?1P|e|5o`?XsQ6xkc&p*W}rZ?uGYxX2fpK%flv4%<;D3|)g);XR# zc54fSw>1SGvpqX08%zFrskGVjCxY1fF7+F8JZDzkNHwNwK#z^ntZorHs+j%rZBjM9 zhFEu&q-CSPyI%4XieW)qdeu*-@G6m`Z~zj%8OV<;8k4S;B5jf z!gA{oHmoGY`%@~KW<5~6Qp2bb{A4C>Icn^(MT^We)44t(Crl)w8oS{q#bPmlf%nzI z`|{H%uG{o)3*P)!MGO{pqhHntHFbuMk^%P6MDTelo#ba9@=b~sg*fBNMn>|fXRBNX zZ6vB8`;Sg^y0-4&=Qf=68tBAQxKKNU8{>qNM3MDuOrMshxhC?k>+jkh%D!Cfq3eOz z)xQJaiMvXLJv_3ezYY9S^IeoJfE}Ks%0~#rbDV6$Tlrj)RMj+@)n7FC#wj8KUVn0C z^+60ozFZ&ZP*-8ly)VL>cSQDLw!)-wlSo^NbbzeS7ci-Bm(0sz{8v;OJt4|x;s(Wf zf3BFBx&}g{i@JedQ!?ITyrQQuW~60_(;v?P4n0L1ifh7DVEsOao6 zDGQE-ghVTdzw!6LQL)VzgbnJM{fym)&Oy*eF1i0n^a8zNn_|l`CMj?mFM5`H*3s}0 zJ4ukz={(j0;6A@mb4#){z@Ot_I@~)BMlNbE(2VID^7DLW{r#l`JI@%tP|B~5&&b{U z=GPQ$@ni0D$nGiv?M>4`WvliAJIBtQxo=R5x(JE%5={(z1}JIUBfWD>Mf>^T*nP7& zWxw%YG2_*vzG%TAyILrHixfup;);guEO?smwE}-q4LRw8lLSH8`KTPI2ZQOeWpeDA zJ4g{0>$AHhZGji%1FEqHK4%C!lZ3ajQ7L}Thl%PtttbM=WkP?~#C5TXJelV{eQry* z_E5`~j^(e=|Ghk)#zt0Cf2-oRp{yQaNIZg=55;G~NY?{XkVanqE?5o((UeVY2)mo# z#2lZrvtDZuutRuuG`y(Jk4ZsxLF)bs{7ABwCuk<~U)o-GC3aGv zPi2J3FSchzyvWLH2d|JNWAP8LaYNJo-cfPv-8$H{#TO${tA12U7=^rrzcX-@Jq+<9 z(tYlMlZg=KWM#YlB1jAOijMUu1G8FR*t}(|mq7fy!f<8j%(NNQu}e^IDRS`5R^T9G zgYcC@&BkoJ4Q!j^Gmm}Q^3nI(K>k}~4h`iMA5x*-GGYRBmy2|O|KW7R)nxM4gmu_i zTI^`sna?05wkB0>o&AS5I;-+{vCGj!poZLZOm|k?V2%xvBr7g! zpU)@Hge0MBCYtf@Ejuv(lQ%6d(Yejx=zj8=YyF@m05OxGQo>W0xbH!^Tv`$TN$&f!@Zj3!F8B75{j~v%r{MRX)%K88M z!_Gr|G58YQym-FGwU)agRXR^<6+Bl*(9)qlex4Ydx-aH%dZ+nWu~{{|7j0TR_^EEh z8(14mLDof0yjv1iIUv4a&v99|8D8N%RhDvi$O-LyT`lVX9JO=LdjhJ^sQ?Pa~VMU0`8<6G25bYb0yl5mjheRx04`jJ{{47(IpH@ z0nx^9@{fKF-0rA9FIktW;i^T~+n~XVAT`Rj+o+hW6IowqPSF9_PR|ndA)_eK=z95X}2yYz3 zO%;?h0W;W$b+mz-P<-o62&*<&({FdMtfi3P1}A;Cpf^{!Pj}8!HSHlO!`0WI%ls3^ zp9%qmeECPC#M2tO{8^{Ig%C_$U(O&^m8g&Oeru|#Ik=)ns5HC;(-v6NJ%;R}yykgH zDyj27IPH7s5Fw1{!2lG~y;gpQja?r(@HuOf@n6a@Fel&&GeOpRvP5M~c=wx*8OSVg6T{rXK*&wuMR zM+`oJv0;eonKO@s=n)jr9GM%wOHNSgW_Mqz|>6v!t0poce(Ru%sw2hy#=&WwhuSav% zX;GyxoF1kA1_;d+#(J4f%j76=TgYQAn@Rujwo3JXE~ z7Z+RyG;gA1A5;?jSI3;leA(uMm-}+Y`6s_Lo0t_1XyZJ6@ec=fT* zdTHB?$YBID6DQ7|*}}n+cL{!l%bo00zo|>ARI4ND@MM=RGUz(~CHKBBB;t>{z$YN! zKi^813w3OJZ#?@i$|3Pxfw0%9yw0FbmZ>I)1aRQ^lG@ID=FAi3gM9W-`UO(-hy9vE zi$8xI64!5LoV@be(cQe8vLMjr?4%i!uGR0?veTXPxY8Ul`*J>HTu1ajkvazke8a5z zJJUiY&SsW)8B_m0Xu%-Y5r)bvDoO~dWf3xfv=la9V!1b7?St% z!CVmMSdk>kB@wt*;c`dWPr<6Ajfl`Tg}qxjTw1{s6#=+cd}sW z+&ps7qRBR|f>a?=zPaA4_ZJJ_}gN zGC~_g4L{`p4pPQ^dC6E+?e4r1qPry|&mxS8I$mY;n9nzH$8K}u`hrpHfSbartnu{N zZp>0Ls+@D>_oEOo3$kbku$yxK+D$(inZVR=CI?TE%mX|U)-%!~!tBCLyV=u(V2=9_ z{Acf+ZZGtcE|Qh%z^l!cn1!!b0azP+>&U!hjro|%=_cjrrU{d;G3WZZ?v`MDcX3=4 zXn2hoCj*EMLKPju+Zv5rq01_CgU`*6DDyQn1hwb)XfKu|zP{fQ zuCs`kz{ZFjBi&B{^v200{tkU?Do=V4cVJ*;ve4+G(eRaSCt^Sa?gSx5*^5)V&4@Q` zB`k9MqOc^Yj>{u#MM#P|V_c^8edVT6L=Sr2kg;w9LX9t?io?a%n-aI7OVUF}gkF^XS>{rc6zdp1WkF*N7?&An!zLwRkL2erkMzE)X^A&i7x@0q7 zzdJbSt2n8apK;H9>;-pm(_8a!1pvkKTkvkV#VQN6j73T5WGTIW5q$yPa_LU!4b~-j zvIT70Kq&28XCFPkkB5E7Hc=2!Ql##A9uY&a<-Y*fHVg`YHK6&=-IQSNS#3{FYUe(A z(wG@T_w%m7>E-!9+FHKzAooQr3;q-COYb!r_fU9`0q;k~twtidWc;t&A^fjdaW3Xa zXMs>N!43|YZR!{SFJN-%{agpt&~?Q+iTLT4oS!FrUD8Cx+?&ToZmtyH-gUELmI&$7 z{LuYtBxc=q8AA+@P2A2eZUTr0xM}w5b-c5lxU{Y!aWiUgn6PEC##a$0XO_g)n#k!u zTB0`KC_ObQ6!^vr4~suYRBIn)c$iFZP6Kj^QU9A)kAB%@L4NdfMXYjd>5{IN8mxvT zTDdl82{BG+GuvRDqTWLGrU+v#N|Bw_Pb0g?xFzX4K8V|5b&u0|kkuh|g({a@GP-}- z`Ekyhu0wll3LY)oHy$p{qZQyJ3Cl>K`5rW8KZZD&C2UALz5~fRBHM|+-U5IzSKTI< z%lorxc>EZ*98AhVa)TPUEC+;kUR62kd1F#!yghVziszap^B^8%kb$+4V?qxPg5@-u z}aOjzpmE!jd1R322Pf5TNaD9JlCooPkQRG~x=XPoR4FmW@`M&lxl zygcS?nCVYe_3%thU&Y6*Wo6M@7)#=S;uvM?Joq0c zuiD=8iQ+{G!6#hiZ6W9Xto&4#M5&6!CGH6GjK)Eo#{BZcP_Z&g#?$^Z8q2;pZ}_sw zl%>P>f3tFCX)y#DU`;aZX&4h8W5upvi~bDYzYGYqDy&kPitNb5*CbQeWpO2{UTz>2 zBg^IXlp3k>)?S!>VxmgISP(it(OFVMk}z?~tr56&7NwO{8#0O!(2YbW1yO=Cy5L3i zjwf}5Lzpv(&8;4JvW1*=18d0YKJoqTs*#WhMt58I)doR{r(p(AQ!aCFYE8U+-uniC z3v`EH$&_SU1^?I>)hECt)+PWnJp|uVBm?{8z>>W>(Vhe&XXpIvaFS&X{u~q%eH|HCqn^(|?TaOi+_#&J&Yef*%OiEP#^ZU^31JpH0 znPVAzt`KX zG27(Qi~!RB&zOv#XC-c4Dt-9^CM!Y69eKlU?&R(U7gHv1Wfs0-=ah6UQhHri$cd^q z7Phn3uyID-Lp)2OXMdr#6AC4e-zZFf4L#wk#$dCAR1`H2b%35K*|4Ze;jz@LejkJdpr~01mBB_uV8!g* zHgQm(jPZ`DroIdz9ULW1t5z`c;J~mk_Y?9VBv_jbXnW=%;#4Js?FMbqJn0IhHke<> z6rg;zT}pZfVFIoNAX&|cnXh7Z##I^{%BVm#-2(!HmNJJg!qFt?uf6pwSMQ?A&hk;2 zlgcBN3Y93M(i*Ycern&9E2$W(uLZ+E)iOqFx%Dx{v6AaaWrQ}{d>5kw4ULfh1~a^R zI)SgWngc$zl>*U9!e?Ml;4Q4^AJ<=$0~b>0J<`>7d7EL)wwCi$j|YtZgJTo1A45Be;U$-mXI=J+#3gfMlZfmOu(tX(>G$6EO6|lZrouuRLSD3#WU&fZA(D_+xqF$B+VIMbz16C) zkcSIBOPXfL=#rf4024Y!9^ElfKK<`ndHY6@f9O=o=Zzxw_+DBL+RthV)oAK0rU*YT zwmzdH8N1VT?7EU=8N2SMkMVmKGz=!r48C4V_5460Chu(zjjb(E!ME?o4cd=(1Cn%I zwx4PC`0^w1UH9f6@y~6f?{S6sfPm4ISn5W|^&gw%rEEEV&D9rQ;qUed@AkKT4}M_! zulj&V#@qrR!a(U)pPHhuNB3)N?A~K7z{Fef<7%<+D52F z-~A1yuSh;78_p+E(C#XF8&v)Zqx}=bNe^Yw9|{=@kI32f-?%NZ`t?siRqvN%59}VD z;9?Z=zW3A2V(r>eiuQ}#nXP`NU=uRvc&(>nsk_y`O|GJm#W4Cgf#~2(80}otzf7uh z-2EjL^#bx>RG1SoP0VRRu)}Uq(KvsY&xlcJdQZR~?6q6byWSkqz3Zp0Kp4ue4pKO; zmv{Ue`U#t10Z!&B?c3;wL1i!Vy^>Hxm;O4G*W2nHe%B%auFn#- z2jPx z(Dl|<(=MQW)#6tUP{j~LRM%9b6{nxDy!5AS?oN;g0po4$<|8FXOy;!h+nHF~Wo7cV z1tC;R$W}hAG=V}b6?zlu6}B=hevxLtAtrO0JaqHA067U~ovw}HESj@ySKWSZND*Q& ztXTP2Vry&K+8Qd*ly}Fo5z7>4yABok`p~_4A(|p?ozun^@k^~kG)*?2F5K30v|S;( zU<0i9I;^A7zJgNHv@=FYW-7~-oav}bNOY~YOd2r1HT%UlPVVCBQ&*V2qMI?@>}=yJ z;3G3JWst%8OU+LrR%m=`ro#EV6tYbCpK4L&a*#F{XFR4da>xUsdn>z_j=ipEkZS(k zCPo}uRoR+4Gtz|o#5C_iEuEV9P7nNrZCDQHV0l%a#<-x$BZUVVrd<_UP)q^C z`Aq;POcxiH9Gn82q`ywN3DUiWaE@yn^|Y;tc-)lbeXZwXEuZT6zg7xJI)u1wwM5j1 z^4@;a$yy8&*o73r_j%(p%*)rtQ8I@{hU3!*e{NF>O|L`DNtj> zx^&Q1>eJ}vfy@a3_eVsI)5y&(lS55^X3TD>50BL~>S{vy8x+d$WD|9*Sc8j6#I$-; z7hkV|>QT1MRernXtV$7GntRKv;Q_U{T5!HGvDgKE}n8h91MMF$jBb;qoD79%Ije^3iDR7qv zyRoAiuJ;iuOY;a1>#3J^sta@OE0cwlgu(pi-COiptbbQ*zLq#cRj{hv4TEZ#Uj6lx zV=r-C^(W9j6`k(ut9cq*1^6w(20WSEvxHq6I$XZP`*r^8dXLFHRnk)tdJNayA#pv0 zM+W-6RoJNMFU-|C(0c;^Z1b7w*Har7tN_*@#PL2|<(BO|=0I;;K{QcmX(uhte=JPH zjih?b-hfB_8kFHea33u|{=DlAWPRM&G*^2rQzr4b0-C7_GF5hEj?8I_M`iRaUy@lK zDMh`SxI0Pxj7am3ED(4!N|^@1n(_7IjUo`F~xSswyJQ2?W%@aWIrj0Ue>nqU2G$+*6SdYZSwK;$RgB4uqFsL z{*~s@H<^wNq*0SZV5pHsR5iyH<6h4C>czokFO$n9g7!HXs***xI7kVXuHxUG?UrjR zx}pA?2DE_!5#rlZ4!_qjXgy0q*I|fJ_rH*J_FtLS4HE4Ampw*BMa4~+Yt@^=T=_nA zAa&T_;o!U^UrqLJ{}tc-r~1luhcM=sJm5DuEto*U8MpnMN>93m<+r-Bq`7Kj=y6C* z}Z%E<@TiqC51mF6)=f3CLzx`Xx z`RDE;*TR}q_H`d;5+DCyPsc#mf=&Dj04XD~6a>lt1Rd%}C1uB6zED`Ugs%C1!4WMC ziVUMt?Y)_?J+T2buqKQs_quGuHlXD8E@SheoCN4Ef|Vn*8*VEGUiS$|I`e;=HmzPbOM8N<$|n#rv;)?lO6#*;SI z!1xW|9KWL0TfKJfS8VuNL?#Tr z9!$necsoZ#AX$fcv|~p&(M-U&j&Q=-e|Jw;a8!uOY}ypUts~w_=(-}VuG0?CtFgX` zv_gI~jZbcWLWsa^Njxb$F3JUZDoRkF|Rq(8d$g_1#z~R zbU6F3J~~cjiwZGHTqy%1^|jFxQe$sOljeeS-7#Wd+VT*`qZp16E}2`B{anf;R5UNp z5=~T_Y^28)MKYWF z`5sR>!g99Y*WIx}MNenv8}!@9)?}v6%y0 z#nIfE=#SS{A6?dRM6NT|06=n%a`y<>ff3rG!bv>jdp}-Wa%LNt9Cmag}(H+s7ZL zSSFWtZXU3x^&*G6{H>&gS!mx#7+}va^78k%E?AVn^LG<<8I>sIc>NxM58a1j*s)lW zPc0BN8^yVvr1oQ<-nJacG1UwHibi)>#~@*+Kh|JsR%2t}(T^+Q)T^?!M%sfRfz!FM+RRZ*CtObLg)I zDDa{us$Dl6{8lQmx+6|jS}}5CPjeJ{bX0%KMkNP4Cuh{;DXT;`5=%rfAXbHE2`fCx z46xa843=&IlPJuDI3dNc2M@$1$%}0$k=P|xz>Ef znD7R}VmG)$8M$EndOeUE4+*#kUb{4vszc4zB1EOH=kK5$s0l%6ciz#RB{0_v%h6_j z2#(h1D_O*wDJMyJUN~N@vUeG~KM2*vLV36H=Nb!!V2pNSC7Zax$!{=T3}aE6zgBZZ zr_mLRl*-Xy5?We&2hNKsSGO-|9k=bvPq=3PDjJ-X>p;@oY9j6(GGWf!XJi5ubKea0~ z`~|NXxVH}|UKzadhk?7?(0dY4vclAjuyj+6Pj7gh=%wmDVhKT7k=2||dlhW2et5nF z_unOP51!+^h6Kt2M<=L^2satpL5BjSa^Xy%X})*pwqJXksIkoFecbwfE`(5WTI?&f zlf-N+_q%6^xa^p37BM<@arYfCebeN8Z?4L1gVtc_HU1BakpI}Tr1N0wBG%sbG!hw3 znp(XwA#SxN?mi?;EulQw-p2W}#cXa2*1Bj8y1;UBuncKOUh#S0v;CJRNG($+YVfj_ zWw1(R(P4M(;{`eUZ`{&p{$)<}>wv4F>CUB?DZ3AK*_~#siO!>@^teopwLbA3XKl`1(5DDrEl@h_{;@Dj2h;H$Mh~@s~6BSYn@3X_mFB zf5ZXlXjxwgf$W1#XQ!6jswO?nq8o@H(P9Gf=(~SSeBB@Ko%2BVL3q{S{&`TdWg_TKxrIMTSJ%@#+Fyq?j3Rd%Y=L40^5!cjKFEb6STc(-v z6-ad0{p;K%r(!i=&1tXuJdGF|4~$fB%0(5#tRNxf%jR{HNH|u2yi>N!r@W8Hurp9b zc);l)WI+g53AAOscvQyVuLN1#%m!2xCyvkOtD?yg3%Ig+YPu73p!q}m6Kz~4afvx8 z(^HMU4yOG=J~H}gX7?i7x~)%BD9^=qjj%sOAi6lLyi)eliqT>aFTaQNlE)mIKr=AU zWx#THZy_*SMW44*NZQimONX~v1y9ew)}4TM5_wjGYep1f&|(tEG$5O_tF&D7|J9!BTh0g;^D41m6t|@kI6fU8g~SG4xX(# z@hW)&)?QXP#&u1aC-A-dLRXv+Urgt}j=`xNFIc;;sU-F8R)Cv9-C3Hw?(+`CThvd` zCu5wC?>2RsYp&D3m6$AOs%dyh^UXvYp>K{sdZMDQDLFU9)7H}6Bv#4K?0l*6-%nl9 z>8>G*C#<1T;G_mEuO23fJCxv!0%U9*qf@uQ_X5kBo(qtZm5nFf6@ydvQE-}Vsi#5E z#1h!P2kGqBSI;o`1#FI=zp7vIx?oV;zvnLbPylOh?xxY)MFWgOrgvbZLMqkgz!}wd zn&`E@_wA(`zX`XK_F*1Vn(nO>#=YvD7KFj`efaQ6|ARDA1o~&BQZy-@-Siiv%}8k9 z7f%k|$fd2P|7Lvv(j%d~Na=s^uGMc6y`KBunlQX<*>9}de%EF0;{2EB_ykrP9^ zwS8xLh`ICcFVv`d9!q_IpFLFBN45Bao0VX-8`VY|a%V8N1=fO;_lMJX01mvSo1lxA zq`9CK6ukE$zH96Rz=s{ijPVJaXgO53PaRc&A3JR&uY!x%#2pR9FWW|_tjPX)Zc}@E zJU)H!BBwd-gv0wxf)o4kMT_b^b=dlAmB5&Hfn~Efwb}ko@o(*h$R1SsY)-@^VkVQ` zrieGaUk1ul)_>!f5+M8-SplS?n*Kd-aPO>1Im8e=nnRiR<0sLycSw5XNpa&7_P%ZW zCE(kwH^UAum4#M}ErDAK5dhG|4I*X|cvYoaZ-tz5XEUEBhS=fis2i>d|8&B?@izZ4 zMyJNPEejbp6)k0bbUKSz6vapm|FO;xzR6pC5%u5f)$+4|E@%TZ%B57~p*fWnp~NRZ zE0q^s`km7wBw&Y zUPbvTD>u#pY;E{OhhmHQFUI9Cx2HoxJ${zl=HCNI-RpM;)zb4XQopKXug#2g=IVU> zLP;m!hVzuAV}GYXI43SK?-#4l5wauxgphsoK}N;i6k6Slm^?mB2?R$TaQ!>Z`_hPR zNP`$Q6>{9-V)+C$R7!-I+vs0h{@p|#;y$)k4!5PQG7!Yi13h-n@w{APua^3=Zjb$4 zWZ`OqMe;}vafci^?{BJmkc<|i8?>1(XsvkfW~M83)ebB)F#Q2JatJIRI8M4WU5he| zAlccAe~iYhCz*cd@p%7gpt3*srYZz-P=v0uMne(~+33byUOY#M?@6C=ZNCCnCkl#~ z`a9C9a5_6#tP}Vg8r`o-mSpMVP3{Niy1Mu;?!#Hm6y!-6^Ug;JKN+L;hzwM!chyK2 zdr!zVXOi{j6kVy_nxF|!w_w^P6FwoDtXtGQjL_)rQKDbFutx@o2ZO*HgG-`llid6b zREO!5r>X9a!GalR17!g802MYW`w8W5Vha4-0xK&4&*mZgV!aU)@{_lPYbS#JXc%@z zpKjx;-&s3e1wUJCmYW03KBGJ54ts8C`=tbZrl}dvP(n&~H4tmeK7}z^is^8I*W2I# zJHBm|A zta6&-oZP4(2X`5wuK#WhiS#H^YKhjkIGR&I-moMb#Ufn=akoF;sKxiVKo1pdy7#g#{d|;ERpfyUH$b*aozgN|MXB zw#qqT93wT9%X)e0Loj6k(!;DOg3H(hq=J6zx}${QndRle#)V?(tAlhWk@A%nYgrQe zr%GJ9%?m;sA72rw;$B721yQO~pp<`(mbBkT+L%=?8JeC6Mpu0{EAr{<#Bm-hx}`zS zLp;&dEHQvt8Ec%b@pl3wM^9CL%wZ_T7A(|D12SJ}Mp*Kxi|iN@9qOf%jSf#+B=urs z3{vqBWbTr^|1V7ZQVB22yY%i{`ZR|z>vd|W`yOV+dCW>Y_tyPq(eSAK%lqm4$9K9v zLL<8Ra==lyISFenyr(WjKlG1Wg6|9{KKDN_b-O&%3*#_AFUId}^!8yWEN*}2a?SBw zqiuh7^zJb5MBhJ8-r0|C_QjCiRmDJd!&olc^y#3=!+8zS=M`)^2Q}XBACSneV^+S2 zd;eN?+@m@6-prHH-+8{*YmhP=$7ecMzK^Gzb$$>973H<}nBCs&+&6k6*2^bdyF5XY z7yesW)bV`XCva|rsOqeuT~Y#D`G7$CB#aP>X4%TQraBQ9#sMj)E!ojj+84D_8Oet0 z=GtB2-WaH3`NU7xQPwY!Q&d%y@Aoq+`?-qx9}`AtEX5yJ{9jR?F!Kx(+g3r!<*fk* z!HCesunjOa)rV5;5)t@oLPb}zh@|}+=p)-01)P|IZ}TZtMbh=WoWLV`n9zW;$z!_4lc=~_T!QCEDcfM8`qKeKWh={F7df+AGb#Yipu5ba>Y+s z6*tVTF@&(fUQVS-o-d5B3Xgmx>EMM6qrY=R_)Ptjm)~F3Q&pEgfg-kA3%>*~B=eO* z4-{yNBgb5-II|W-_0*yn&_vm|oS8nrbz6C>JIKT;O1DNIBOR@3Wij34BQUQAKn16T zL|Qy`n|X{2svq~Y=yU-e%3AKD`HLk&BUEp!&o@y~peI!hX%m2X1~x^~>jUma5yV7l zSSj#+MpJ^OV6&YUP4qi#m2s$COv)>+6nXOo%AV|Eof+=SJMl$cGOCmd&vM^C*AK3l zzf!~ctdQYi@0kS94+HR&TzC6z5??(Jg7j_iXXQp z&RA{i0cTVAt~tSyd={L6#O@9IqFyTerM-Ssa`UGssW$ccE^GACah|iMI(phKMRV8{ z*JM%{a*wh6oe3FT;BRj^b*9#82=`DUZy98Hz3(Z*;Zs@>rUW+g+ zv=zMZWu2hL;_`h(X(oDo**CpZPU2bVCP5Ro^dvv_xMr)vQIbNSvvW!AQk!2BGIpU! zRNGx(S&03x?PP9t5t_n!p%_i?@mtEvgPgH{?}=d^bD8yJdM z0j{$5BNa_&S29FCf?F*N+UhTyX|Z;Osw4@GL`((&^Qj7eK-4NR)Jq?gj17;dx#hEu zB`Q@EX@Z6X07+a=&Ib@)HrEVZ3{svLph#z3brB25n0(s~V{Ez~1^7lgiv4f0fV}Pz zzMU5(^QBC7Apw&~{a(3*v3TQNX?#Z!4X_r{I#(nMW9gsk*K?nDL6Kh@I(!LQieF>= zJ%O7-0s(oh_FW*;twdc@V zXeLRUek@qz(jqJ%m~obj3YbC#uvE*OH@}peAWI1HL`R4zO5`&4=_>hTEte&0i)gj{k+HZqD!3%|-7#m-qA z(H{;#6d{Vdc=P^F;y=>+e((};oj!Z24B#L{P1)aNU}VWXlp^ld%ljc3EJ!$Q_y3nq zg(XXP)RH0hTADfkQUNzkCf8Gjhi9CKX{zkN5Lgx~GTyr-!Ujq~Pvv`i7gnmuKhj{q ztr8w0iCeX2JE-#BPPm7s7KsqRkZ{rBj_JJf7YG$}Y9i23iJz#8YENTSsB=+?s)2Xk z6g85OA_{jKgQDtV%i-H8!*P&}TUqY+m`N?DI~Qd4TZLCxQ%0{)#a8i~r%D`~gXY4g zn+ArphPHaKVC4KkaLcz+*zy&`JH&uOxJ zfayvmtkXxJqBfPi55H(C+hP(>g4JY8RPmGe$`gTv=pZm=ZMyflUnA;lWjZ^;=Tzr& z{zlAL3;+?LOh#ewDID38^Y+BER@B8KellH>iH$FAl_tFn*BPq zysIIp9xr1->|v#Q-}C7oJIey6vyBNp`HED^7Do=-obj)gaRzu++&Hu~;_7Ue9IXK{ zU^(M8R7BL~FI}rNqQl=++w*F7v<4)m5@IPcZIR&xtcQf~T+$pnaq6Lds@CR$pYGjk ziZupay{JHJ8J#b%%n`UE^n@NK0#HGwz-WX9 z=@F0xge0I3GhO=9ot#V5Q5Nb<*n!_&PQr$ZoTI?vNgAR89&uYL4-TNH|KMMV{oyWi z-Yk`s^oTbX3}Q^1t=uXbA-g>@vrww3;2GIocVv)Vn{-H z?zYA~s@@Rr6@;S!XA5P``%hDomD8vt>n#H7&7U!zcU6Vg3q_aq$AzKJT`)Lw9`%P% zI>!A$yxYjjk$WAA1W5x2B&CnogdLR&K>;qJbFWw3&Q?$wJ)V*65SyDV9w8ITWHrie z4rivoqjHiCJ^O*h>+oN)?x$jrRbX};j{pr>*N>n_N}+x7fQ0yMY4<8I6U5&vE@NF@ z*?UaUqh-#W_c1f4)yxrXuS+tKUyvi~Ro>Z+==Lq1sOP-2)x}cgg05*%SpgYNI);ad zfQ0+>EO<`xa2!^%6Pc{WeyL4&FbQAn*?WfoR(!jCWP?*-x)b_Biph3z0ILe2CM@J{ z2~&vSQnVN#93-9=j5`=OG=~$XwU*ZsiZy5Ij-CH5#XwbPw1$KVlEFr2>P;r+1t{+H{Cjo7Y!f0Wmt-U4(W3C!G9v+QIzg(yv>3|<6~wb@&!u^3 z+I;ZNX9|I_r6QnGpn^boBrDX1_|-aiuQ(dVwNWF<+l#h^?5a+ap?u~OzZTo){9 zt3-M2c;WC%4kC#9EZTqZ>e!kCdKEo)ee+>D8HyV^;~qZnjGN%1AdpI1Qy&(Q25V8N zPWI@=7k*C^qQlKMbVT@dwNI^YZu zOaGq>cq*9>{M|2s@*ltZcps&DyD|8u71mX!um>eeC`h0YV1%_qHu4*(M3WlgI%Q|8 zN3u9gQ6zWdih_togK1q*S^_Uys1zIkb}lJ@OiX&bX>Zy|E~0<1U?pIfAKx zUe~0O&mS(B3tRdglYgm%$4bqOU#rTuB)D9KD7P z_t9d-#n$^KkW+W#5i$=Kv%uw=K|)KOw_qkv3xp~PSCbcz6qywSgH9bS-FUMf$30M2 zUp?CDT4U-Wkhp!&fGt?RpGkq00gvt(HrspQI*h>_Y6H)1c(I<<>rQX;egz?D}oA=aO1 z6#|bmjVu0py42o)Kuds;F4li^9(hsdyI2I2QUbof8G?^QGRg~WbwGc&^1d98_P0{? z8Xi*-BfYk2<$zTS!)^gm5^}JYZn)QB2D#KQTodKkGko6{cuc5OCx?I6oS4ZX`4S2C z6iGL{UOKQi2o+ev2ARwdv1NT>-$> zU2=KRYTzrmr4U=5w$Hs&d#o)-wSXpHS(!EMEKk_5SD-XPfg;j-3B$$l>F@6!mk5en&i9-5p{QR9cLRpc-+#&O38I_)RxH|Cg9-|oI*DIHxZpRS4V)27`Ac9! zZ7${XunOS6-7ALU0#~*QnTP}eRZv7uKy%X6#`(962ew=f$I!fd)#fLln21HEO<1AL z+&FHYa@1YwFEpJEoKca^75F~yOAp+M}`Z_`~?a*PUP)~6{G1=Ys%vE zDY~?cQ0m-0&b6&S4$_p)qM4zw6IcxOXcUTyzJ~Q%W z>g6%xb50oQ&+X#-!^1ua|Ie(ZCI7jJcXL+m8m|5gMUY&MTTJWtW@>?J##GF!&FNxR zT|tL8e~Ae=gdQ?+^MdvD)=7L>8s?iuRBsnpR4-*XIxv$Lm$9oqWXrr%CqVm_p%ef2 zoViIBIZH7d5!>g3`f`|^Psn&O+fDT@JdRrP)uri;n@{(5sa*1~DQb8m@;ay^1 z20q}9Jn#sK@q`F_jFiz#*V@_i_E+MrTiC{2Bg5>R3wP#(7hOuD^1y^xGal7Ne#uF* z+vv~qIn$^%*n(?ufWq~%Dr5pgE&l@Q8`CDQb)#bN2q50Ko6Wkv<+j?&S+ET+U{RijannqF-WTE*C(K*E2I@txSC9 za{^BeFTD7Z|7YsRg^9kU=$j9-horx#(!>rdn*D-{LFWn7gZaYg0^n98di+5CDlp@A z4*;>=na8|1g{W&(zPt1v$238s0tD_uXB#LB*wAK-PG_db*;p3e<^1(nqh_$bZQQWi z3Zs2BS=NOUf!{>jbsB<)>*$~Kj^j281bd}%c_BTtp&fEw)_e>tzmNhqps{*262{pi zc#sX=(=OU6$9c^ad%D7wg^|E-a_vqjG2bGJ8wm1Q5g9(X!6D^clE6BUjZR0AfWH3S zeshcAe7TSJUy~*t0$r?QzjPueIETFz56TFC&4TXFHBR>w1#AQlp72NlV(a=F5uaGR z>1HqLQEwcWIq|r!^hEFF!spL$+s*m6y}z1(hT4=N3*$E|k-uaR-evgwK8o0xUK}RI zV!49)uzhiJj=>7qmnm;2kO2C%F|?d)+e=yeaf9t_gV!#S`w4iIzP0^+E$1?2IA6L`&83?%EsIU=>}jDn3$Fu8G^n z9&0sdnS?m*2vW39sDr=YdY^<|xw2RU3_;fH z;Y$SG1U7D#z)bp|93kKxAfm=_nVqE^eycXMf*}oj_x4b!!lzQKk*IkYdmMO#A|@k( zM2cZMVhT@@YUU28Bj$^V0B$^1;5SL&+piUW2wwRb!q}OGs?(e@E~pIxE=0nGyRaHS z8+mt%j}5rQjU)k>4j4|O?xls8yHS=hbyOvzRHe{FdR)wHRg`fU)Rx&%bL%n|dUz6*x;>Ph|O0Q)IIQU$Qf@ZM> z>lqI6-g6{J9Jr4ggz#w(Oxl5d{e*3FQBU&hyYn!L9TtDCO0oArvZbnE^!m& zoOh3Ge@ySwO4><7B4ITB%|r%{8kL3hRE?E0Vx$8;n~E6hxD8<7Wm|2 zIep|D^&A>iPQO>3S0rD;qy}D=% z=yQE32Y)E^tcRq^l0}Nz%jrh2ZN*oe-h7;-hyqenMiO)LDm~G(nLUJJxd<$v z5L-`Vz$Nb`m`lm?fho#*Y1*fDD=HRY#r{vcn+XoIW8a3(wt+tQJiv6%G~3O!6JQ>k zPab35vB~Umt$0meg=!#|YOla=Ko)z}{?=nbyNC?jVhLJD&S|$&Qj@PtQ}|;?XN$0N9mo`C~k*{1fs@{tRRdcMG`=N0lXhn zlgCT|d>RXZ_X*MKA+T&dzUehaGCi;o)z#&xT2G0SPZQlfx45!C_)AH*BR;!Dko}Rg_J( z6rfW7@H=qZ`9@jK76G5f44wDiHdU|p&Xg6i|G;6pYgp5jLJT-pYU0?Pu%F)TiE9uF zZFpRA{#iG8a;qitT17RW5;N`6U(+i5xs=uLuOfoz+s;LjMbQmx=1SsM39BWQn5hl#_dTC^59ko(BN9`O& zq@of`o)Lx%mkB|3#;b@7sf20~;q(+A!;>q79{lh>W4u!UV8i?fI`q}2x$|##7(j5{0#L4TW2RsK!OsAe1mr)h zK(^oad)R8o>IjdJYt?*9NS{_wiJQPk9>dt>iWDQZ8U6BL)YmBZ3oRv`#y!J2;m8Vd6MQgYd*U=TdHoKf%vKA4qZ}sF|2Nsg zAu5sX#`%(TJG5OrBKX&BJ^A*$#C_?P&F*mJAM77Tme-x`prxM+Q%fUOYzW1#ooDvO z>wgvi{FqCloTgDi8vJQzOMu4O{!WEZCyr`ZJ$c|(QynfO4HdLC-zsR})z6b>|JX@{ zTq_@Sq$tt4!xwGq<(b)8JgV1=8(@^j+w2CVhq|U4=uH!+z%2=vxujn`oZS(0p3L`3 z8kC^|r{@qbqLJA3=_^Q;?=_u<6b>{7wW^b~N2bMST3%EY8(AzMn!S|>P+UhbS$_I0 z1i3BhQFC{5J9>6WNQ2r^sTDHriKAh0u`#~DC{nJUkD+2kpq;n+fM@gP=ZQ{O4%AQB%15eyv_4ceZFd7dngdi2b8NV0l27 zA>ep_Ub@WWz?$<HpRJq86p1R~tZ8!aRg zRbUDow%AyxHQF#56?`7dwhXa-!$HNA$F<^$phHf0@PF0_&@+y)^g|(?q|D`?%kTGL zfC*sjCt);w2w{HAAsYU{6*@%@hbRGxo@SyzB~(nN z;*B!(_mZiO6aG1)WAaOyZ{M(Qqq4g$USNn#AHFy|O#KDkW^FDC9lpw_0k$^^g9EgH=~?z9MII3|S6WwAtMF~eo_ zffn}M*m!96BBv`9FPhL^GbW$cUnN?fP_3k#X7(5*C_FE|Hdv><7lh!RQ|@LeXVumT zbE|jAf%B?w4&^LG+V|Y#_bv3eVHz-4zVBjR;reH>@qKR}T9}H*Tp)tV3|*>? zr>~?syHQ9IE&x;{DlxJlO2||ev?zw|=n?=97rQ#)Pcp5)YD#!dlJj1mY+TA?MeL2i z8n2M_<%`UL#{sIeJNUdKT?uP4f*u%CzSi`&_QFp2#U4uI(^{a98*~v6lqRp9>slm5K|Z`jv%L`A;&W6>vc8PNYTfD1bNIR7>1AlT47UA}MLp zb9H5dA#yiMELsMIgt**T8Y5$&T=gKW5;2r(XouygnnF|i#O?B_L_c4OT!Avg*~f-5 zMZ!=zMScn+{{%}02^65OLKoX0Gh9F-XBEy@OO(W%j;4DGz-XJ$w(>oa3m0lFY%$%cU*^^Zvn*yHJv9$PW7)NzJu z>XCNHF>OdU+_G9IesT|glZ7au0`hsbRbih!Jgd+%M=YPH%w?_(uPN|OEgTayYzrNT zRn`QhxJ05M8Fot@-Qh}#B6!hC+6MBRH8aZ@gb_aAIRF4_035Kd-^Lcb+}I z@ZvU56w3?HeSs&56E}q-bXI(GdD}G8X$MkY{bHNwJi;4b(5^*sv4=JbFKR20(BbFy z`>Ll$Iv~n-*T=Hbc*h$Du=tuD`j7$!XTSh^dB656Az!=VIJIqGekF3O?Jfh(8NLV= zICb|IUw|6Ata?M{-8^rZ55K9TZsf7HJ5_g@^am#bG)zGze-C>bH7BEmdW0(Tfe&yJ!6@dLthNI#M*BO z1ohDQ^Oi^c3dGTwMxiNJe6mp4#`a|EA*KDi#!UoB9*nTw1WwQ>OxM*wGq zX7aK%u@>I{hTxg0>74%X^OybIDU&lzl=dVD2^J9Wgd#wfkJLc|a#(38>bjA0(?J`4 z(BT$UP}7n8B`7E-!BBB!Pf}!Xa(#&;frU+v}#|6!6wl z_vzcWQ>RwLT$pP&IRB$@Nm+A3AcNb+8H;mYgjTiA$gf#a5E{!90SOVoHy_nt%l%82 zh{uA9UONK!_0XAYfym&=5LXdOq(2Vj^)PQ?QqArQv&(a={ZcKC5Dw0UMasZ7`@rBj z(i;ccbVHEEnxT2(kD@|FK^rB?_s6#E_6g=9Qwlf-&wf!RVj7jMAId;(MA63bNHGt+oEdzSEQz=QPKg zrcF1t*FW=O`hlN=$NBTCoU&97e&X9_`lHx6>>h754Y+xt^x-(7Vu)Ci*8G> zr8ai)xphhwN$I2kIPu+GPOQ7#r@yPSi|v&lOr=}icy-FP-{Ut;yVpiPCE|O^BsWiD z6tS&`;5x!x6uz(~&J^K(+8HKeC{eqkLtvyJE=0y3%)-#!h&h7{gSe z&CG>=k^lPKu_FErH{^W&T_Wz;o9Bu8B@BKHKQV{Tle!n-!rGx1*D)~!Rjt|-0Te9A&j%744&cem>nDLRAgJ->3&Yw zeV9&@MU@Ap2?%xB^u3GLqQ^KzkS_K909&G#6{-~D7gkn+30Wpc0Fs1jsh~Z(vZr-) zwBUmUBwXg36MV=<;N%ro!VF)hFa5aOBMRp0_}nr>l;7@L(5YUN)mrUwaguCdP0cmf zB@|)2e|Rt&5+mHPiv|rL4a~k;glKN^*>UJ%=qQn8W0$rlv<%iV##DQb%paYh$8#zj z3e;a~DzuLg5xxdz97z0~rQ;~EK@@5W)V|mfFf(lPW6IPTs8i#!n433(*&Tn=y~I>l z8IpvRtq`N~RZ`k0W1})Eh^SSn6ObDXjOMIGS$Lvzg5H4U>c(($$#dR)ZifF8i(dof(*LI?*SA7=J1u=8B>FeBF!uRYz7b%8yCe@&%sybKFOg(}dD2 z9fQXL4??Y0OOiI_aNF~G)ArTHrqGZP=nzqIyuNdj5r3^4iGK0XGfNdPYJOn@l<`gBqo zUB9|EnGQljyNiF>*jD(H#~U-eBE~WbSxoRzXi=@{dd$N{o?pCVm3R%-mr>y8G?ng( z{^}gIHGd)8^)k!JB*}{DKq|M{VKGU<3G%TatX>`dp=weQoiBICm{!DfQahi$TbLkM zawll59AE_HU>EEKl*AqaW2Pgp~0cwC7QhRIqfZy6xPcfeyMa{S3sB&ef-7}+SbZ+jThFt1SbRnguI1YDFgnT!Af-b zFPR%GrGhP>hb%xOC zz^c|&+H=P&v5FI}C~EOr5GgA(CR|h{xNJ^@g>=F7T3CeW&zkU26be$&MY?fO03_&q zB&&OBx0sMSV1lJ7wGfxVTChR>X)=FBbVz}!Qm`XOm?}(_WJPJkCoe*gy!h$`mF^M? zB9KZCN@nOZ`aCvJ%1$yQHU3Jun(&VT%3mIEN=ka8`6-8r8TYT3s1PjUQ?S zREqL3TXKPKtAF(xqm+VnUMzYX(HQgi3wkk~eGr)^ddYh=YdjwcbsbHSxBp-o0$(2}1cLFz&b#Dn4QxP7@JpHUA2nwFiIAiP}ijgK?L=SpD)%LP_?35Jh{=?f=fv=?h^vx@>s zWSctMwo`pAwD5ux>!AVnR9opw+Ffzei-E634d_8Ok)?^Is7`@Es_03hu)ntciKL&^z;Xb9e6+%y^xo)v?Y1rJ%#1vB(G|@T%`@s_R81kGV>ZE zcF~O2ZcXbydW9)ezM}ETFf~l~L0N)9_IU$K_@d&?30OtfiF}aBAr+xpbKiwuaxf3# zx=a)PVib9+21sU!&`hCVqAj-$BOyP9c!Nm#BJ*|14Jnn!pq(dB)*BgBLhtrDNikWqE`8w6tR zdy3{t#Wxy5jSzbg^WXz8wAc$9ndM-02%k7mn>f&J+u zJpvMtM4!K5`(o_D0vH9~5`EeQkJBt6z%t&kzZGI8$sL<(Ll>RX9HVB>BG^LD3)NIM zQFHst{hNeG^iImo5nB_`f{r|O-~vS2_~?R#t+ZXxHS|Q(hS|BmQHPCMJ%m(1iA$Q4cujC^p#x zlNPNf+dS9oVB_pQ8U;p#q9p#Hy#CV{vQ@qLll1AwFrws$Qxw8xQKawwy$X7v}vRiWUQXKOU9 zI!mTdyA4!#JiY>j;818OsH-?EQUpa!W%A@GCAwg>>|-Wn{XAkqt!=b{QlbB68D>?)y_^?r-) zH-wYFIAaOOFV>QM7oX&RgW{6E>uQqmyuN7$9e$+h-nevG0gyl1e=msc+y6#6=J!60 zr2e%0!9Upt4OG@5TqK{E0b)Nx-l#&tE>}p$9?pBd^Ia8+^4An9yX*ze;N%;{5NyT} z5@uU6G(vT2C1yQq_X?h@CfU#+YhVt=^lQ&abzv)#k`|Ktymu~d{qw!ML|#D4WHC&l z6t^vPTqzrw!LY;VG5u+HWOmlfuPo-oq8Vq4W>SO-PPmGAQdt-j3Q8w@NTMae>g6P;?`{19N6l)37+7Jc zA!Es$BH48cbYYE#%qDrEq4lG;$y*Op`M zlbW@-O0~vtrBWq{%||MY?s!>A?)Yv9;j}P{&hYi-@9?36>2&%4=V`VuQwGo814fc6 zFO1Gw$Hzrg$K4vS_3~ON)BIHz-j1s)H`yaq8cI6Dt%81-l=bdGeH6!B3%$!tKn(^4hXVYrpuu6ZIB$vb>dQK8P4)6lSf&v_~XPZ7e+_z{( z?QV$NDrY`p-NS!$`?6ad;`WJgU_A(txp8}4r?waY(d5UQ=k0 zE3V)gOM;jN3J$8eP~0Ih78P+r#QYC-7YWwut8bSO@QO6bUvD_!>b1 z8%fZ*O{!*N7>cW%ubiAWP&ja$FK(c1-90t$qnT>}31mi9p<>}L+Eu+o%SiFR0^lwF z3u2EnFo^xJ6bhC2iFC`?3v6X8b2KR=xhWCl%d-p~T`g!Ic@@YI3o0EW7FZbxlY(XL zeCvGcu+2q0V7V$~<_-RGa3^3(f5lPd5Dnu8_Yx+eb)Xck<%{t@;fr5nLS4`diQqaz z5+Mv?FqV*GuJ-6NBG$VQ$IzNQkr)csUfOAvSqN5gzcgz1ME<3xa7nvo7D7$mBS)7y zAY??Yl$Aa^=%@%~1)lbX*CHiuMTMdX9|4WUsZ)B=q%p~a+6n3*^U zZwZiZND~kfs%)@1KWB~>PQq7l#->tJHePtuj(o0JN+wMl88;B%#WfjEAUk$!M`=FL zYPDYZPw7?f-O-fF<;}veZ}(@iT9IjeKp1(w*##`{icY?RAA1K)>qm&qn0zzhLXZ^C z8G7drzX@18+|tIu%Y6Twhk+x!VXi%o!>d3B%kao0;?xl6NNh!~PbGeH!eJD^JVnG# zoKq0?%D_AANpjtqvt=shsjfkN;^u8mC99pa5 z*3Zo{abXwWAuRe#5eQRnR(Ln`uXm~zvbW7Azf!oK592Rk^3=&v>J!D%Dej_{{k!?i z{X;Bt(T2`k*Sg{1@Y|z#${_5@RE`cxFGqG){82it%;Td|`0V#3?-)9pB<*i_I02tYh5?7uInVeQx*C0~Qf8***uFy{}b| z5w@`P2R?BQTdg6|7LyJqgEG-

rh09-+%zVnNt2t3nA`l_iU${9NU7-0BFo!LJg zq&&BU(IpnkPu$Fcw+!%`cP^rEpM?{IM$DvneT7jGBz)!w)mvN1b+`n#S=2w3;hgrZ z{NldjIQ*1$ivO{m_l{=C9O;p`b}{-%WxT4!mv+CE(R38w)&TbW3TMCn0e*Ac@kDn^ z@_LYCPus}ap@rlQ^$2$sD6L5l-{Fy+tI>Bxn14Fw4l+)NTYh>1MPC@pg_eg#DJ*Eh z^$Di^wt^h^gY+YuQl-R%_Hk|L@0>pXoa*Ih?A8HRIA7-t*T8vy;DVO>LyOA4Rc?b z;9yl%PJ@2jrYL5=+6Sk*1*vNoyM|OXucHai)X~QCVCbaZ&_U|q0la(x(blZ=kh+dn zD4^>ajaeP&r3Sjs!W=2!v?nmei(r|!u@G9Nj`W*o*^(OIiiB`m;wq)elZa3drzwIl z>Z!ph%T)27`5IcbK;z6=^z_wOdB;Y~pFIqK-5I0O9l}3WN7P;1SyM0yHGKPWjGWkl zf2aw$wHLj)2`?3e-2({MMYs}g`V`OwzD@l&vpUfB6_JS$c1Hrwrz1Rx8T7+gMuiv{ zIx-egubHMJ+f(3pNK;o4s8XudemnyC5_U%%)6kJpD*LH`Po+gUDiRjyP0A!dNqe3T z&vqu;c#m6JZu=bUp6-}uHiUSP?$YuBy=TJ`PPwd*CXV<80h+;b0? zU3MAEmM!DH`|f*9U10uF{3&63F{B4d4DHO(b6CryF7)~B_exO>3HCp8U?-VZg6*q^ zsg<1i{ZGI8`}j(6KvMd;c=>+;{&7AFURCt3 zu;^OVzzqm|X`51)k9u6t`7aWAvPrDhVdTVi0%wh&UDb?s7}ybk)HU=P>^n(AjQU7z z7Ubr}3FZU?XSOl*2Nh~963^7|Z}%f4jNd&Sugjp)EYbfbN%_$_`HxCGQz!Rkhs0`0 zv`;ej{b`)^FRQtEdXkQZJ$8PuohLr`t0C)`{%(*!f@c8R?zM@Vi22O%nf@p#Kbw&ij1?$2`WLXhn8I;*Wl6DHz9pqXP5&!+13xB{#(J%{$nai(wW5JafX&_*tO^`U3PI(MZ)9JIqI+{k4l#MTK;{Lc5aVXTgY=WDDlsaL2btlX$;{+wi)h2qSOmRw(O1DF3k3nRwOD$#4 zhzQ!AsF5G@!TVn8EA)jB)jD1-uacDv1L_ToZF?u;L!}}(>)zO-g(7O-W)vku1Cj3i1zp1p3&-9`t6F8ko z^h_C9t{@UIYApf6>-VXF9!-bwESh0pPiw&(%8`0xklM@^eCtZ;d0kgoDz&$Q5Nc40 ziCEQI4a0G9_YR;>=}_kMQi7)>S27Y(jsV3n^|>ARwhn@2Di2g4khK~@1k@D2t`km% z`P#?NX5+)#x#pX{r#>Z#v2Htl$Hf<(u-F^RpzSEZjHw9Qq2;lxI{rvldBT=zcvCy^ z{3ga|9)d9yI?$fNcxDgwq8_aN35 z7YnM-m<)K^ccXgE3$V>mhSmU674}Adgvkc?AgP#Y10VTrlM&YeVfObcXS7E z;5K+}WC|UlMCz#-=GG7PQy-&u?GHXTN+YC;sQBXsT8)zZj-I zS5j*WVHRQG8QWOf-Hm^};2ZOA=9rIP0w+Lpk3{xsxE9!HAEm_}-)djS%=RN`w1lvV zu%4=1>wgR0Gt=pKP_XY5$&rh8(z|93PkjAHELi<6 z-ZW}u1l7OmwyXP-^jJdCezy@IOV%EC*w@x-HZc}MF`B6^Kq$-}wv+LKAV zahSoSK4$*UcFslH7^3$w9nW*={Ix^>+g<7#e3ZLA zQcr5_x^%ywRZkz{i(P<=)S8) zZdM5QtPE?aOLwxGkyZP8#`k49a52IHFdR@@8-o`zv{8E?CYXWH+Xl*S} ztK%i2)H=gRP2eA|A?h}6*oTp;qL1dO&S}NppHmawwK{Hd46Rnj?MNZ&E>0qVk*}f^ zDoU3b^dmz7+}1c+&4xr6@@3?-4#Y?Xr>C7pGD&E|0MgJ@OMGTGvQozw%BobMXc($B z%(6q_$S$I*_u_U;NC{$LjO_zTcHpzH#w&08l5q$krHkyLTz3P!5wKt(I(evH5^rob0(U)p8Iun@bGNsvZ^s0w{phUeb1e(CVwimZE{@iu)C++*h zS;w*an%nkU_NP@+P@2+YGRcx9OE~A8bLj2u<))i%V(HSQuh^>Z`FMVN|D1EqVabvu zeE##Ff62%FyyGC}l#06TrNskKNNQT3so(o6hy<09_;?K0xS zlF~^o&e8z&1O)dPI6+B9#1J)&H=eSF2S%1*$LFc;qeLV#W7A$D*^I zVdo?B$X86vBJBLx90CzR_3#Q8-*yp!85;8s-OV%ZRQ%%_u3r)ygwC5y-qmxW3I_=3 z6y~^?S%b^(e>0&W4Xvj_x)$QCH-C~}p8W$JPtD-F{*$rxT0C{nT&x5v{`yC#cS>#= zIFhF68Dvc-WJIatj$xB`5u3krEbsfmgRK1T6PU7MkXv>xqC1&I0N?uOtGG3DIO#{* zXe2ytI^^e^xaqSTGJTNizjiwHgoZa&B9|7h$Ah3rT)!aoh($dKW>MpMg%i!tLh;+qY=TX-Yij=30~pwZ-lCP^;{lim0CwS;=v$Q6-}gY0fY*e-!xX+*7| z+R2{EjrXDfgb~Ip*~%ba7s!yGT5|xu+l(}Iv`Pc3e_RbhMI&lJsbQ;Xo$H}xRI6Nu z0=N-BPD>Yot;0Bxb{f-L&})wJ$*kE*>shTMN)<|ncN2PaCrF5{9mGpS(f5rh{i+an z-7RSQ#uz1+@OVC2|=}is4I_AqG4oEd2?!-h8r>wo}sL(>XLd#6kl4kxUJqX za?3l3^pq429WI;!l>LT*HzQ*Ef-5RVrhoLSQ=twhmJ`VhWML z5q$gdxQU<|7IR&+LIte=#+ZiF5>#D9f&79Bcb?Iz#VIHKn>qG#Y)$%d5Aymn*KgV$!Pb-h1!m+;h); zRjm3pY}hdQ{~0r8?Dsdozx>O;yyX7YcI@85uIBB`?wPmWcAvjKfMHk!`~iFs4Nur) z2A|W81_B`r-Jnt}sP|8BJR>g5%dqVwuyd)|8zbszg2a0;Ozu#J)HJC5mZF>V|x1bS)(ZvDUA1P37kMha(d-%Z2`7~eA zgmZ`>ve!fECiAZT2vU=14MDW#@q-P=6WOKHZiER9dJKMfCaE?kOoPCfq}C*;CnQe6 zqT_KGesh)W!_63F!5ts^2G7_{eB+bvV`Q05)b_LB=$-T(l0f7`Bp>xrZP6*ra%j0F zPVZqc(BQIvzLcS(bqIM#6Wm!P-1T9STOB;pKpWH<(-NHRpUcW$8kFDhX~1OYWS4t} z=F+^eL3N-FZ=PUyJWBEK8lT#99>$$<=DlYJ>$gqgt^fI1ItLu`k9R{5<-sT`M@$Waj500*43Y@O}FHpKiI5B&H@>^6Z`h2@L(u=UJVesjn#xZvsc;ojCnXaw>Xl&~WS z0z(I>*+@Ksa9rpcR8fs02p z5`1P@>0gC_hOPWHBOzMv-m7e*QeixwfnKRAztw;rie+W@WEjY#N@O#(^s5Q`@eKaD zjoX$`*Ntrx*;zukF4lM%>J9XA9dj^)ER~f%sLvu43ov8;Odfl1E05i^5iJ-{Q|_jL z7c?=(ODdtsaglz3HC9$0r#_v=tPaBc72ISPt>z#qb%J|bbzGK-UZ_*=N}yLART-W> z1+CV=^XV9s8q#MfNkyef^_aN?_v8@K2(oG;3q?#R!S#^Us*(p->NWGiLAq}p0ms4E zvIpmgS$KW}VQ9)@7SQVs(r>C1t;ln}l=82fzQ6e5i&?vNEi-1!Ad|^(-g)P7@x>Pd zOj_~*`&sh6*z!NcpE{@P-o2aY)2C1VErejljvas1e!o&Y{`lkk@sEGpZ`nl`TuLch z=eE0V+>fYrv`yhHE6!zfY>3}}>t~GYDNf$k+T4z1`FLW(BUGyuHg9{1OitM|efWK! z1mIV<{B*zPnKNTPAH4M4>>1k5bwB>qer@-+tT=~`wk}pZbSHzu`!Gxm$M%SXqg?cX zO9>?5z6~oG?p6C|`gGp@?lbW@GuX6cJ!_tNe81;<_uD>5BpiFuW7@ZGAGhDLa=*u% z_=XkCnQ;h@uYHhhyPg5yxU;|W7oFd~6@+{VhB<52EOzYJ!DW|S#{Ku-&wcmZchFTz z*R5N}(xppTyLRm>_PPAu1S#b|l+gSyfu?C_nug=-ud!MFu5aP#;F-$%(x^!^2U2U& zG+M*d6UryB9?_`0wLsfOX8j3oUAn<>B3DR!#mu3z$@v+m)4zP|#0R;50T9_ zoHIJ6bJl9TtQTp~akyv9=X$L0&(OppP zM0u!I1-_gldzb?fgx^Jaf*C)T3>@#ro?S)k^P@E&z5}eHhgEPeb2W1FB9z-S>M4m7 z5ZeW{q#!gTX@muK6dH@l9NIZZrWRuC4;=)?CAm40)Kh|bT+sG#p7dc+^0Pqd5Z?mj z4#C#1eDd#pt%CCKJ>rNXSh8dZYuB#b@4nOLejdg$ifpwuE2|+xR|fR12h|!(OksQR zFj~5RY&4Ks`A{-m(-w* z&qB*ie6g9vWFir^4Z#4|4(J+oM*<^VRs&S6O?UwlEnk_?wHj);$CWDgJ|4u_JEjQM z#Mg}%4^8@^in@)|ROMI8mlYw_H8rW8N+`Xi-q@6N;SpM!mcSaTqLpitdRlBp*)i$*#QsI7cZ4x>b@biCO1}&0 zxExPS-{*^97|IXU^^k=k_WY@sPwi4MqMigzC<#Qv#%+qCr;F;jTo-BEc+)%3iZw*O zs7QNAkzz0CM=MqEqCxK7@D%`he*Lu7=|~FimT}O6hTDFF4?NJSe8`pO1fJ@$&z5{BI?se-6*i z0+c!h9gox)U*N|xA+sdO_+p6kYIr6D(jKv371tj`uS;A@P?{paGbqgRFbf)1UeI77 zb2{!|4VzR?E)mo{+&wV@qZ1LM4Tx;Es9Z2kxfoPc&igff96Xg^RG>LfPYR~p>M^_= zw2F>DEkHndN`TR&8cs)@&}KiCjUDJ73?HGfWBIR`z3oyS{mze>{fkRUt%30QRq6$0 z=3lRv_<$$&PQ^{xICTpUOu5});H*0Hx`#QheGS)~cMQf4n%H>fTt2yd7M75Nf>kPw zIF27a@qy!bLu5MddGu=bO)+Th$`Y~~6d&#&dqNGbrlZ+9W?sX8^f;BF7!}*(ZHw3O z$CjBi(h)8_{Ez(XSEtebsLl8y6W0PKDDV%M)H;;0ePoBh$PwUKlK3C}WamkmHh>)# z)O3yU1wMr5L$8DIz)m^DH=0OI5*U-z;{qhq;}UNqz|KGu-&t@YpZ?t?*k|VOtxix& zqJjaAh*Itl=r!=Cp*Rh~{Re4>C!Ixvm5z{xjgS)0GSM0~UMz$#4K=J3^dn7OP2>B0 z>a*F<6%jQIq!5TkLmBI9DMd)LIq>L4Exc>3m_%NSOMvIco9E#%&+W~ zDh)ipg+87~`V?72i023?DBCMQ`b?Ze5Il)FTq7{Og|GeKz4Wf{<40e*6=9jGx*G{8 z<9^qJd`TULD<`8rMNzo{_(sZTg$j)+Nvz$Yim>Jjs-mfDc(D*t*RjT`=tIi3s@5LG zEY!i3Xroz`X+M!{g{CQuZ!C(nV^ERbhOGwGTovs~!$#CyWVNPVyK)(PK2;snHQe?l zv|0m7Riw{ED_4=BfO@V8{Hdn&V8p@no#XfW@%x|iDqsI(|0J0Vhav}jjG-HoMDzJr zx^Ov57cM{WV@&OUj{&eOi=IQKkW3{BCw-H)O>NTv+7B2Xs%aYWczn{5Yrp+Cbq4G2 z?Vo(!SqrDYLKR^;{33CoFLq1-0e=Aa%Lksm`OR;VPN!M1Vg)Cjcp@uStYGchweTtkzj&L^;wAe5e=1(S=bn2w`Q(%T>L+|1uj6ltYO{t}ksSHvO%%I)SVa|O z=~{x0hdhciJing+C(+WIRe!C1Xc;xPHi{BWSw=;KATY9{w?nT1pxCSK2&EohJ2WrEAn|s5MEP z52j&S1x}y@K%ZG+OQV80t3V?r$llRG@@YwMSU}Na*=d_`cZa$2 z#P8uutr0qA4A&A^eLlAA?%>LwpTp43W@>SrMqCo^t1$A`I{Th#$EXOj1vZ^MIv=?1 zX2yT*BevCGe0P!~n))bChxkK&jEu?9@lfq@Skf|p7IY{-+|2LpJd#SyM?6{LN9&HK zGP{oc=@9~>l19SAEJ_mFJQC{-M8H**&*gcXpwjpH$2H0w8pUoHKh~z!WpnPi4-goY zbgs(M{HTF&CH}0$SMaDdON0wO%l6VTXAJj=1RuKRLi}kDZB+taPGUzOeW<_*3R0V0 zqP>!HFTM|F*5B5I`jtRL!fN1VN~@|e=8K5oF=*IG%fLy7@Zw<@O{?mnVW`}9S59a~ zHDwi*&Z(+gTeGS-`YmWqK{TuqgPM}+xd4%yNPenT6&dtfc+nu#8*1RG?x>1m!&cMx z0l%u?f+DPi%4FWXK3*X7)POS2Pxv66L(7$wtr4h7FQC;N%whxKy2$=PwEiJvrJ^dO zLFG#dAo3+dR%OmhzlkW6l~1axtdiQ>;ykmqk8k|sk9a-{kbOjE z@;Z^8c){&;92kv8gVn271FAy0W6j9l?75~dYG&Ti?Js)2rU{ZAp#%DezLGrqp2M0a z|1UK0injHa;QaH?=lbifM@q>>7hS}%Wy@HyWC?55tl^}SPU75i&wWMPKOiaHuwldG z?OE~iv$sN_@QTIDS6_WKGiJ;nkx1-!053P%>~*}37ei`uoys z{U}7_$pDo$fnN6r&&^^KHJn8y%mIt8d+P-E8U*_c{24_ayYFt$@+8#b0{^g%Og1PS zVuOHc!(@6(8pCv$dE6fKs-!g2M!4YFI^jFRy!nxT!h9fxXQ|fw=n)fo%UFXo1Kmtn zGRWJ0`WaI9`YAo$Og$#B!;;tri%O4;QPK!x99kEQ&`9`*-|q)a^3FHSL>~(9PY?W_ zv0|BeLQT3GC5=1x%tyEoIC})okeqtNMxxscR&AO`JXWUK=3(Up&CwFR|4E=59`mLR z(Z9Bn*zP)dRaJ<`7YcF<6xnb>lFiG1#d}VA2)(LI@TCS;K@i$*(S5t%j_)5wrA<(8 z4iX-;(Hs~&#ih`#6Brd3RmspD-CQ#LA*?(^w;AMSYvgCU)KY@Lk>kX6L41dUm?(^1 zv*uXbnn8N`i`%KZmXH&vJ)+uBDMRt-L<*6HmMc^0R+S84S&FP_Liv+c6hXytCtKUn zG*mUTR!0;o6Iu7VT2^l$OBH2Llu*8!A{11Q&*W5FTG!DtCDnG;G(`-jwksb_pMjfH z_DRnYIHx^9X+b+O9K?$TRfc^q0Ap!YO>~qlRTzc}0Z11WDV#A8ZelwsA*xhEnmS(C zhu0KChJ%U}Pk6I>(E#yMg%$5Qnq3?E_|doS!YDKl4I8gegocfObV9#r=wREb0t}eh zD#mCY(QuFjyvu+s?{pJ>&GZ%U%5wdOZRit)#vBdhZ8>hA(Ke*xvFf- z)B{&yUk!B4OVBzkN+`Df^!&V|+nF*a!SsbqfAKc^HjlsTbyuxg#hNv1xcu_VS+iyh z>(;H~^2;x0`t<2sam5w%_V)h8&;NWJuzmlx6fdt^w~i~WxPrB7*AkD%IrY?2`NlWC z!NnI}{8vSry^h!Md<-Ay!}Uwdf>4vJc|k3q2AD<;Phe#QM|baH*AM35nHtp=lVX=f zc)+7=b&W>cpcdEhPR%kHP0+fw!AQa)z0{>~W{K2~!+0iC=GMtoe3-W-u$McCn!(wp zujbDBa$>tY#up1Z9;#B99$ct#jnpHT9A0>r>U(^5#6a%?vzyb#Yq{^h-hRE z5d?-#LKP1?UE%qO7Rw zju2Klr@T>Z2l_K;p%8X=GiLu7G8{zDR|!^>S-5C8_{J(~U(*=~_|y%MmWt%mGDX~` z7^R*t5h)Sn8lu)v$6U1$wFYi1gwqy7uQbpq4P?+qR0zIy{YTmL^giyn@d@;-1Ad<( z)&W1Xq|~|rpR&*zS7cH8EpVk81RG1^95xGdfweb_7YWelnjn3#h$6Guf{F=sl?|2M z7Q-AVKsFB(iC7|&SFL-$PyHy+#6v~bG zR{7;Ge@P$^;Hs;x;`l>eoq(UzlrWj0GQpUIcYw_J8HY7v*IhhM;tT%mhANw;9GLK0 z0fXl57v48zPT~c2QO`%LIq(-%S)V_K6pzP=#SSbD_-k>%Gq-c+&i(#QCX+8%_Sd4f zx0g#Uxnxo=aqhY2a__zO($mxPvZKxF^*Z(XbH98_rP2%5c^&^Z(TGcCT|0sd`59jl zBhufX{|uABh(K!y%F|sQU3nN&#xhj9BOt+!r~#VHDL$;c%5zU#6(&CeMn7ET>E+il z=ckuaACI%=tuD#+lE5|}t_6h?>X-vQ%!0{%YnKxr_t0!fY^QpYC)Z~gUzVU2unCN~ zZ2yo&_iZk3zWo!h%;N_?eJhwCb%FGI%xoLuk2_}ZgQI@UsymOO5p{^(Z_xD4e*Rx} zHqDP1)Z;L|Glg7eqvs4hx9o1NiXV&ic#`BA^@}&7HL?BV2t8e6tbJ$>Rt?M%6DQ(v z!6!~++58?pcgcSEvdE>sP}~YrgVB-q&{=+rK}bYT0`63+J_jH}U1&*@U)d zNSWow!U)e+!#B1Ao`-$tG|cS-%6iCk5t=s9#`i1ol`9}ZK|;HWIPm~xp^OL^&rO&M zffowk#{3A|MK2T)*#f$zA$&d<98*!Go`>{Xm}4a+6$tuZJc~DD3R=r18ENFwy#kk@2Yd zF*%e|RbJD;*VDw;zj_Wkd&l_RzupX_4+kE)bHgY_J=EbpcB~{JTbv5i2kErvVFCm1$+A&CDRtJV<;`t4l^3k2H9*r5{ewzl8Vo2GgiJvtayhQj$oehi2ix9)w!I&%wFxg4M#~j3 z92W{DjA9wLy-9@wOyFQ_*S{L`C0AZ~<;&8dN-0Ss5`5@GANsTFU31MfEL^ydQmMq1 zS6<1{*Ss0?c`}HXgHX((oPW+LX~vRf{2`P1$9AA;f^x3Tjy0n+b%iI_5t_gX92^cG z$@UPLp)%2wpXTle(I!97JTi2^^`;)0;^~J54zQI2<4<3!S6fH?vd-YE`J~UU!sc>0 zuDa?fzVL-F{6*1bU;p~o`S*YS_g8J7UdR6;NZ5N;8}_myzDESUu?mUJaYCau!5tX} zPiv+7oL+W&J*1wt8DA{0V=moy)oFdCMrLt>@x=mvMkh4nqWvPom9u9cJZL&%gz|6O zDD+60*LyUg0`Zg|Uq<39xD35P5E_P&<$~rllD($}>AAj4^W)>hc1Mtg#2PXgT`JIQ zkKlkt%eoqSPw`Q2k_gLX=i^gpSv<;DKlcIrx<`J7NosQqDFyG3ZRDDHE9g3WABF90 z95!bU>$gthTN_U0`lGJq-5Wl^@QKY-TLeZG!q51~rUD2c((e)5QD*1G0bI*lrIy zASm<*R$urnPFQ;ZjmMLer@$ePy_?YOQO1w<=(^E_cfYom=Yb%alB%tnDXD7Qge8;I zG?=h@5~V6;CXdt8j<#kCTELH2Dx(Gb%3HKj1D|S_i%K04Fp;(m(U2m#iI{2$_YGhe z1{ek+6hzkQFg%9zBqFXR^5sNo6q<(H6hrLn2cLzWDdCNbAwnTVmTPrnDvoeGVo!}@ zcQ<3?tB6ogMWFh9c&RvAI)`jD5aAGRa}3#{Dl2-njPXn#UT3Q^*AE4uTtyQ?$q@i) znM5;X9_k(BrjPs*84cql66o17PD@k`VZ}liMH?esnjA0^;R!1xU5BP5GFL!^gG3+b zrMhG)l{d`6D%coX`w@|_B8#!G8cgye)x)L|*ti$3Si)Gh9W9x_)53^c5w9(UXgJSl zUaJkfNKox}z=xUG>n(Y zAv{n0Ab1uBAt`;SD%mZ!-13r9|v^Xaxyvt35)4bz1N2W6Ezw2)%O%qvjD9)fha%L$=l#e{+r2 zH4X!(H#2lnGb79Vl-qsGyl#ldZpq=xw^Ql#RE1Q7#GDNN9e$=Cv6tb#6qO6Ij4jcy z@{)i5>9uH|ig4;TKTCWo3_d&sE3LEPsUCK}=^C7($$5`lf^Z?W+a@?HdF#6$!dspv z*B7U0y(F_h@Sz*$a@wLSpT2hk{jmc3P7*}++06Ja2c+Z&|KE3EPYBPDJh^cOp+23F zWhTQ%1}QJ8^1*+-9VZ~zFx<)aJ6Gcw5Z+O^jhASB3uOYAfK zul415K*;e7va^N8lq5Kg(il$YOucCxYA^;M8N=AI4>5lR-i$6abzW~wRupBxH(`F? zK+lvR7Qs#ik?k!A$Hj|;&{7Gd`HY3}QgLLXp=_5DYT{l7d}?T?SW?x*eWS?P-Kvu6 zxX{y$Y)>ga)!>9(lQCi#d5+?z)gfO7fM1wHNfjFahDc@OH4^$}6wr+H0?!{CmTO4IF;>;e7q;U;n%A z$2Hen!?DL6J1IB(?5DoKAO849Y}=k(C)ONb&hmCTCkPpUZfeAu0tf+z9NU3my)@Z8 zSP3a8@|^4l?YEDixDS7L|BCUmZTkboq`nxk*(|-iz4Z3>vU~UL7ySK7Ex}%sTJyQ* zo=Yy5o79y8e^IoV&*$4OPAwb`A8@_b@qY|uh!hMw1EO=sG1nv+JXb^aI~cokva>CM zQ**rcl*hT{n`dHFC4sbu{n0dB*GwSY!0TwiURWj@4^nMu;@VqRV4qh<8?}&zq}&al zV~2di>?Z0dABQG3a?g9Cgo6eAzfGdqI>&x&HIIH|I)%MSQmYM&Gtv|uYGU}PHuM^d zd}Rh7`Q|`cp$TLGz2^~?ObeKtfJj&{SJ06aMj;96r1@PrL%ULdactm@Q z*;o77eRdeT)yDp0hP|6xuyPvzZ*T=p(1WPMl-mr3mrML(f~L(4JTt)UQx;Kek@y~t zF?;)^IISL5P9ycSk}PE2Q=;i-A>Q|m+xhM2BAlzIlNV7chGgoU72fl>N-q5E#c(*xxq6KB;Y}1TC=mF4f|j)&M%ktJ9Gy~^ z$@JSB3?1di+$E?sOnmFYl%_jm2IA;pkG?ZatgJ?2yGLw;#WR^{aO`V)iM{}3Fy_t1 z7|BDfgqN=)8bW!0rZd=}s%3_bZ>$2*6k@ch2A3?A_*8Q$(3C)=b1E}E5CCaGCWmPn zNL^sJCzLf)(60!PX{ZVR?hY8wsi|?xgpqN)dP8-`+M1CA!^+Ai97Na-Zp5dyQ*R&( zMK!?Wd0?5?9Wjh_71JLgxucBmMQKE%SQQ)1HK+wq)l6L@wz`kTVKeX#6cCjL_+nri zxLs4!z*S3tZ+`tede`+LhSGS^FjjvC>9>#p3mNhwstu%RAX^eNnnM_68{gJJ+$qiI zqdC=Hk4MlPk4DVGUr^KV-q0voEly}xjz(7sy*}ZHQL3Rk9>QngwWrXERm|}UPSlTZ zJ%W4k6z3#}_KhKfe%z)AS~7xkC4s&iBAKALu!YF#eq?J3yE%wave8O4L@bIl4MbU0 zphah!dJXoCsMkvqlWAKb175&F434YUF=NI{N-X{y z4oFJ>mg41=D_4@sd?)kn7CC$YmNeW)_kwd-XPlNFmkxbFTZ~p*=082Z5Fv% z7PXYbiMjLzqu5V{Ic4uB=)34M2Rzh@VROuk?=gIoLElpg_}Ta0#)<1^?Z49P6aQWg zdzPg6=vQuJ%gip4v(zA%W}6r{r${9Q{+z>}9dj@i3qEr4ef(E#1zJrKJ7t8xN(XoO z6b1`Xtb(APlq5GvMo+b=M+Aed8qJUEXphCnU6|#z(Z%c>YeMVNu)`j{=|#qdW281p zoB(`s%lX`S!8bVV*Pm5d-@P%6swDD`As$?CE7Nbg7-0)~-`Pa87xdpI$jz1169$zT z9?2(l8c~50(y4SgMEf+VeG#TS;}G8|C`{EUEUbeR=))F+r?>=nYv|R3@Jl@mzvHs~ zmsNl?JmK5Sm#k~?q5-^6fE#vy5&zf=^Qup8`zO^_E>{p8t$02IF*t@WO(>L=&*?}; zwYH^)XFG_A$V*WuLukSj-*ymwzp60W4$||`CVWUmtqzqc#<&{ZAskXMrkYUxsKpA_ zo^fc{{BF}%p4+)S>YtjZb9T=c)gO+_7rjq%4J}_$RoA#msM51}jA%sJUIk3Vj4oWiiLgD) zjlGCeLXq2`Pg!XNe2D6Vo^U*izNZWwt%z)a$ivE`R9Yrl#YVU;qFBL8M(~0b;cZz6 z_z`0nEGZGWq9XiKVkZI^1)-b<#xu~?tj;wk$waMzD3sNAY^AQwZQ%Ls`@iVQ`nw_? zkF#dY8dj`W@v2nIF1_?pdU|@e{`%{=^wLW?@x&9k;)*L?l9XO@$t3`cjEv9{?7?#- z$DeS*e(Q+man7bG&(nkofv!LI8PT)2iN4Kgy62}}(XkwCm~b*9obVwufzxow43=N| zffIOsv2g9$wX9mTYO>qCa^*@s{NWG3qWwD{Dg9fT<3IW2ldM{`YCqC@&N=6B(@i(M z>}a#s@jCuexTYXD;*nqMl9^}0-7ns*$WJ#&&o^k=g#u&H;=DIL%uU-4gLA8xziXmYGs%2+D$Lc98XR%dHa^_`2R^F5 zld=9N(vn1MgELlN%8FCg@yO4YlAq@i+^181xSdZoEx|uzkl5}K?yHcW8Kf{9+=PQu zHwkaIaDC8uMjwOjRQ#h5e>zKgVVvT{dGh%nQVOs&XlOKI5>eMcz{#hte+5_2YXAvu zv(jt|cf$7RK$mSatfsjQ9huG|TANhFWlKyA)RZewuOs3yrEeS=Q!RJnIp0xSmqt%3 zdeuhQs^B0^9o=z}hK3gpp_i+8;Q)jK=)wD(%R2Vemi)BXDCOgzKWE z3zMFt2SfvA|D==8-E%FCmH>LiR^&`d+@NaT)3A{VC2NqnPO&FUWM>J@^$^9fN{<@L zD1T6&4=?Da(GtSUtB6oNUsWEV(FjOMb$S9{x`vyIAT>ee&@l1sRjfS@qB*4|jst$| zjyUFM5eyA&JdYQT;I+olsy14&iYye7ZOzI(qFSFMq%!DN-lKzK$`PR@g%=Gdf}PGO z2LVuz@9sd@j*?kCFTF<`gq6|{fB3`ueV6z2^ss8xDo#7?v`O;vY&`j2f=nhe`MA?g zJB<@hJn>bFH*cOAeOc?pnu9DjA#hLy0=ybHlHG4J2<_2HJ?$YjSyWS!N|TOX7q|h*9cvcR z^n{KR0;4RjrB0>bM+-XC9fLr>iDy9ff+6m?Zwb+zFz$eTgv-C&_--2A4$-Yjb|3>T zdd;8_6Qnl6oA0=c^i7>KPA_nD=N=Y@_VUdqS3p%quL&A)$@Mp%!1bSAiKrXIn@SXS z#PNKRPakp=52pM0#d{QCjqMN&9wUiQ&5{UK*)rCOopK2Fnp|?qL;UcZ>sISv+e)%vJNS2x<3$2!`GPXP4+W6rDzd2=qwFZHYPpK6)i8TzV`i($)xa`U zTxv3e8#FL16VY(+;t{0ZK&#p?ID%|#hL)77K5Jq>gMD;Oo!?YK`KOkv=(UD=P3jG0 zNo5+)@FS$ejRo+mFxFu1xr^i=w1hhK)Kg#9vX{c2w&t_hEVtfzD`%g5HlO?4=Q!`Y z^Inx=*&)YvV7?5!=(G6WMo0lnOW*GtjPLvF-HUeZ+Vz5Aw-*~wf4MjyDZTgJdpZC7 z^Z)DvrIg%v-+iy>$zR9ocvbNrj4UlNGtF%GWdp^r&?1%cLVVii&1h8^dvR`X25kzQ?1|s?j&lM0}5m94*bV(F;1srK6PZZ6z@7 zVO9j?P7`}}g{l@HFe)kdTt?5xV^=Kh8SUckO@|;{sP@!}@31HwUB#>Gm}4ehca`kZ z5gJLGFP(V=$29e@@|&9`PfvEfB+ya9ekeun{5rF{M-cZX$S-bi5B*W z>cAUuO~KmR52bUxO{v}Bm{~h{a@V0MNk}N78tttzE~5AwpxcsiyTGV{FDEHC1fB_I zN#ghg7hL_%EI7TFy*KnwJf^}q9nbL7;RG%BS(sIia*IyO5yR{r=_0m6oqKI|31e*p zvDYNl>!CM1>QTW5HoqV7P#pYFkAo9X)nBUsmF+QNd!R5=l3F}U-8N_pM7eRw;e2rR zYjI)z8T=f)_j{aCIU0A=;Rm4`AYiG=pkLsm0vP!^)Em_O0_k~bl3UXd6%XPOyjUE4 zD1(?Vn@0$h7vE^80h?4@weB-HL@bKk8pCj1MM&!nWrq|FsUf0~jH)!c9t8bp4F}J! z;xYmB@dC0`M)-W_6H%DL^N@y)UaW!b&@erq0d@mf5GpyUUP1(YYQHi$8r?yJ1~M8% z42=*DweqE3UdWy;BQViP)QVMPIG_Rpgg}!L;Yr*?2pJBlYHz)v5|%)DdJ3VABVSSR zrM0@M76*Jd%~AAX4KETx42&SVTG4EWM#7J^FNbK@O6Ms8#Q)HXY)c_LgW8lRR<@4o zH?XpG8Z9C8s)Jr>sLHUEDmg2YSJAHF0Jt7*GK8@&4Ti3&$U-1312+*wFVvI;l|A7W zP^wIX99T%lMXTB9xe9LTIp0Zf5R%dxZ@lqUDPUc8*=769l-zXFOeymE*VwKobE8CO0*Mkk`o_j9K zmMxoJ(@pIz*tIXbmg56{$yZZQcDdK9`fX8%0P_>va#D=O#`gbU#T5549iy4NN< z(XsAKoh7Po@GM#tojJ(YtGAap;cvOc?^0OtW zd;R3*K9XcYf7XSgekna zL@n>b%9~h45C5o6rNg6^)X-eetFY~%=~$=c_~N`(+?75QDIq@#0;4)+NitZ765j^3 zq`>K}a>lgn+|`(mzQ<2wZ=J$aKgH=_JSUC1EKLl-_1}}nnH89sM@^Y5N=Cs!jxTC zI>>AeQK}$(7MKQ3TO4E0h-zJrjHwCvP*7Fkii+vUas|EUN0chc#;D||y!lu}4Gx8a zs_i^6kxspVUaCMms;2Mj4J4gaP@G-2g!AFy6~zTpQ0#fvUfun4at2lLe11%cW2tMN=DFod14VF6C=euhC2GWS2Dw=vkYHs_$q&nq`AS?axh0GsrEqJ-8V!e|Qo1%7Tm$H@oH zyxM$*=eUZcsi7vFEAqUKCOM4cfb?pPd>e$TVbGV{;9Azg%Zvbq$3zYNcv+chhhk=+ z3pzR?xh?KgDdWzHzpCuu?LIj{J=}jQ5-{H2c!CdA=mNG(6ZPyRz5sx3nGZE67qM!hP%tgt`q3IUgO~V)sscuYoo`PQZCLNt{AO`8C~I4Y1;;+7{{U zb|G>Lx}9PoK>^q8u<@36RzTEW0$bWSv?U!({x_u)h30!~~qa7LZ zR2m$BFfuHt%>5axA>V!F;9UE49EMhdu3{D-=>Xh$MX{?QXg!Cb}=lwq0EazB9{m5cNjU zg^W^`GuGJE{U)UG!!}A?=QKWpQ<<9dhjVi_@ATT_Yi8;=Y( z+9RKqA!YkW$?DHPSV19FHKM(Hw05Qg6>Y7cz`8}KOOG%*gjV~U#xf1 zFOpsUx0$tdo<0=1(Bi%wyVL z4Yj{h6Pjspkl-!2uDY63d5R5RHa+m_gDXJH{^j97$m76T@uQ7Ym5+tbwM;91ioUai zr>P=3hxs7*BP^j|YMz7V?^-oD%<~nlGY?hRNNYg5CbY>e=o%6k4B6Fu6-MPP0_K1@ zR#l5}^=K5>up52$$fj2l{ukivvX!FEuwv>R1dVil28gPe-1h=aJI$r+GWiKkUtER~Xq+_<_B!xhAd9lma^iz6gPR{^_+?Vs5&nG5#7K~P(6?=NIQr2T&O z&Ob5$T|B{x@ON7|5L)P-^Eng*^74)+ow)d573ayQFrG=~W`_b1_fOOpLh!8(rEmr6 zXb$a63L|C`)01hmR9P^Dlhx8>VJlGIZDQL6+;U&c-{eUabcirs3Biqc;N@xSI4z;D+f6a-p$+ z3-|dt+!|20Xs)uOURBo(G5F2f5}Q{z&?29R_tf5!X5S7_ZMnJ|&)qH0!%e z>S)W_qMyiV?UBv2f1U<#d^_CO4{oYv{a}ck9<@5lzyqLT;qb=Dt%ZSkk0Y!!v@|$Y zP!LdWN~Cskc9N#fTYnbQwx~yZOw@Mrw~fvSL85T;#Au4Q6a)jCS{;sV=1$mD6ju-T zV+YP&M!uNxD6+!oR1t|%n6R<@BEnWKyh`I%O;wUCuTxRD{2CR89Pg_FZk-!4WuOQc z;_J~SbSluGHG=r2$-Ur4LrM!N(qst*rp$oZq|Vfu|3PEh2_#8tRg9|Pv*MIETH-cn ztLfYfC9Id~5;GHtYgJS*lip+A>3P4bkPdhsc#}L21-2gGj|!hmoPoW{j$}%9 zEN$77`~YL*I8FyzXqA4JRE)PPu}9gua(wGW)J>y=1_y0yVkpNoqimsh%_x{KRm=Ba zkO|l&kj;YM!BO0b!C?xIr3{Xb8|%KOMUtp1FLDeue|X=>{`VjOi(-u9S%6E@_J8)Z z?8+i9hp9eq&K}F=r_Q-=MF0F7>D)Fr;Oo`J;m3=24%i0SO%<-&Y>N*#o;s-MxE7Zm ztI({}c07+5dozlB{AllZdtN&s-5V2hyJ_jvYIY8M$E$y54r8_6mn zZ_@c%alPTcuV!RJRHyc8J>vUsQ~uOHI%Wqp?Y;P`g3ju4IXAT^S17}-1CIYniM&q5 z-Y5HY`?E%aC&&v9jS^`qor`)4OBh8!okW1Y3SU}fhUM19eenXy-mqSb#kC)5f=GLG zb7{3vut|_vMQd~tm941-UU+v`kUi`+uel+4 z=w@SV^}||VNwlOdP1=bO?`Jk>LAc+CU?uwrO+q;w)%#j4WC!hl^V1s@0QxYA0WF5Y zKYd@j6H8oP3Q*-8rxoeUYEgDL*qm57cI6Kh#`bCx z)8-{+R+@AcKy&IMRH-o$QOWhekC|t{`EbZHh6c)p%wdUU-WQp_(+=$T{ zo~C*t!*V2M_(>ltGnq>3dS2RD8RrUSLnd;;40LWn)d~tio?}@<%{zH)Nj|vnvUvxs z3x?OG>TqcrxX)%2+2Q!33XZ82ZZn$DTPZTEUd(_nmgjZU9fh0rEiT_iF-;G3cr!W} z)AJ_TTz{Z9gH88#Z;mLoY15ZriUu_?w)`Di z6QR-Td@A2XRU@DMwoX%16I-LsGr8q=U(_$)OipQ=V1E;|l1I%*w2@EE zzSjt9PJy8-=(717J9Nb1;;2r&L(VN|Hu}4v`ny6x76|KKl^EE}Ns&4cKV}BzZtsE9 z2)V%I51W4+DeK|?KdO?p-yyrM*{?D;UIqpb(;U@;T(8#D>{Mm@q^MGHIjH*O3F1DXcS=d>~*%-o*T7zH+56z!P zr#bNS@P?TDZ`|2A6okYt0=Tky@|0hnpO_N*sppMK z7qQ9MDDZ`(Pl!uJhG!jOju=T_@D-M`R2H!Rn-7Jin{?!R!_7SoX#CFZ$tU!BmD{+% zQcv-$DzfZGLHl>|Sjqh(L4LW=O(XbMSx6(bzpYcNpD%0wiQ1zJL1X3SdkCp>-|!RW zvuoBRQS=Tm0CL;X4~f@KO|U3tQg1Ma=gi22<7(N_9QpawM=vcuU3FX?N|gU3wDZ#+ zksc`dvY4=Qmw3|^PJDv|Hkkg7Fo17o*%mu`T+?p>xNNE;-fCdg(s?{H?ws7xZmUpe zA2pzYl46BlSp>Rujh|ka;ZOxg+~!apPG26-VnHtO`92VWxW^r_-O<|83H*{jY~c@r zsLoyl{8iKZTu8gts06n$rEXT9Z}BTzyWQz2|5Ak?gz!6#OZz@vEQFyd^nW(p6tm{7 zK&(MfpbuSHn+&?m-CO^n(?N7haHQbfXrYi9nd>*<)?Qq$D!Ep|)TvgY!43yU$UPa4 zf9324;Pl68-62RN51Zjx>-OkNNK1tMLQ^f<9qP|RlpOl1VeN5%58k?DNfJ&mG~gpp zyo+#$Uwc|x8^}v;Nn>ex<>(@-wy<+@6D%zLk?tC!xIYxp)O=u6pb|or!1R7NNv$i7 z+skm+iCkF<;o^?+=bCr)03++-@45ywP%p@|=_IIv+AOeY=|k9-R#L#8vPy2S=~J+l zuuDVc=6uj90t}L=@5r20aBbQagM-ee&xdIM3(c6SL07v{f#64}x!-RmweD?_A>KHd zlE$=jJV*!IpW|078aA@zU{>7bpZp^1y*L7lMn$^s^{<>B;dDPNvDWn#$?KRx$JpMONwJ0Fj7rXNl?n;W*Xn!y@kIsnd5e0B1wJpHXihI3M%qp< zmM=%%+0joo67pjOi5+l5-m>&-_orx62Iv_bl(3sx?CNio;aC40p_<h#wp}+s_XOnTxp)}+1rR;i zKc+99?^jsJ_>L2D&3A+Hekx_Fl}dpVc&yf64F-74|HQcn**3ljd7RACt{PgK>}Ybz z*-koMvaTe$Lkita9YtmB{!m=yxEn@NL%;#~5_C1{hh$@P>p*K07osPwR`Y;FA_3c= zFFhXjbkq7x;eyM|gJG-Qo_Af|2V)Cq>+$A0?I^%A>X_5>gR?uH{_i8~<1EXT>F@cD z38dGi8<-1q4FRW)ltRs?=3kEAfohjwX49_FP2$0Jq*eoTHr}B3Wbe=MmPDOHatW4> znbwrwv7M>9(<*s0MGs>zk=@PywB3$;2a(WjjnViG?7Sg$_u~)@jhoU*E?_A_U$j*u z4l(kXBqDDOqYEZ@VWKr=It8=lDC$Xn@HXBTNN^tdhuP65KpLrHi|4LXF=OSs_QPxs z$e?z?;_fg}#c2>-rVdOGU9K_c*zqZ4`9y7s7DV$UZQ_v-h>W-05A6_D24mB9q)3l? zP})dM$)Z!?4yYiwC}_0iq*=K%uq-Va??0iyu{+(*k{F&8iFKZa?XL>Mnv5F`PE}mzp94IXmJrICuSGK}jBhPkB=PabbNPT0fUAFqeeL%YamH zNXh6D2T3U^l%3Sool=Gtu0A@$W(tFQ5gU}Sg=nDUq;y@dF3>kTu! z?8_iC*_&FEe?wC8OCL4fKx*|b?%b9?ZqqLxdHK9lyQZzTJpSM<0x8xFK1b5-s{u^R zTbM%yI0Ff3@zrY8s%!}lX80zxXis;HLT#DK^(6C=If8`Q67o$R*PbS%tTIwcz2a^3 zVR&mOn99@i1Se=&so8Ps^`6!;?5=b4)0u-8<|7;3vVE>#M+gCsFg|tkEk1awHGg?7 z&{S0RP;`r&(mVUBALmK9tY&S^=xrLYrt<3ZeynFt^X*B7Bi(GP-BmG@$IeMdB=_Xs zl)Yl;#rzNbX!N$eV(28;^Z9Ypb{G0|2c}zOecSx;*wEbLnM*XXSNZv(>FWg$CUQNT z(+B3n-aR{LFoGm@1X7Z}R}Iy1O@n|5W7d~Tx!>kaQg-rGy?zG)ScihYlT29p#e4ZS zq%KrGyNOvhDuC~q9^dAjZNh>1CRJHv?IWgRe){q&F)&&J zGt=(FXj|AAJ1%&-B-C7Fe3yC`Yaf$8fR6|gGQnw&9Rz*oiGClosPlKXaLM>`S!mBA zR1&FNVVfqZS=V!Jxt?!wdwYx?r<$qwJy`k<#M2HjZ{!xtZ%{)uRJ`v%GcH1TL@ISZ z$YM8HR>zl?L!GDzgiq(;uB35aUHb?20vTCk`GA4AYbUVos0VuU@Kzl=&ctnaqg`S9 zaK{BBA-BcJ81dkx_|98Pf8SqA{Ju|@NOzw{;prj|UUUtR5NWr+EKE2nqNkQ)g*Z5; ziD`enLP8x$|LqVB!uE|wT^SXb6)VEk7kwW&=iPI_oCHaw=bIKVtpm~9Ntqko>|kyL zZhY;hvj;bO(JDpRLcA-Wi@t847vJgsCNFSYI zM3y3bb5;q>U>aG@2=Yu|tzV zP(Ed-^c=<=d?cMFvZ_c4L&Kt-LcZoX)T5Fm-xD$>ff6MWPiHB|u9N+$HlqbTYMaYfDfHm7s>i4 z{+!?xEUke)J2~)zd7Pw@I@|^yEKn|YBXQuXvzJ`adv}Z^v0%epH^yar)vC1gI-kWF zQHHuj@~5W;J@||>F5jr_$!ecb1E_(X`cf@g#K4o5EYyDavr6WNj=Nz(oxj%DC)w^`{0c`~?9h*YYKT5q zVA=ErOtISZO!FNetw%|Gc~mf~NVapL#9sG&d|IwbA&^y(iaRd}Ny1pUV^hqo^|`Wn zfAf16RFhw}_l@c;0II%QO*F z=5uBs%F}kaV&t1exxG0sSENT}E0hRchQNyk(sBzI2ucW3mAHAX*i-vkq_Od(i8M}&KlK+KRyx_HU|IYK zMGgQXSI9ZMjV(~{H(-m9?AAEQN$}JTdolu*@rKQ}EI0l@KZE3Z3fma0@r94N}l%JK?67s4Za&(lfH>RmJav+0*pP8jb=;s@REE zAkA&3D)nKj&6OZ-!5I&3X&jY0MPJgizdV@tGKf=jCA0g9XvHxJ6PQGt|2> zMR+v@xtiZkv8{C@c+UF0_3wLFoE0#%7NY+XWA8_=Xn;Pvc1dTiMOhkT)PyP63(U+(Rd)atOfR8pB_Lzyyxew=XxZ4tF2fpu-OHa%lVB!t6;=H zKcCOA6g-uSypsHevGBz`wuC3AZqOIY1b=FbwMM*0!OY29YmY_4&Jm%aBjm-NB#SIt z{E%VtrcRzb1bab+Q1RjSqysGf!nmp9?a6^x0GnnSe_!ojryTEo^vNxFWvDY~X)G-A z7St5R;%fX6V_-Lt(HsP(YY2)nuq@h2PcVqHf-4Xl?QEpw!`DP>s4!gh#)$Xl!sV-_ zgt2?+HY^8lbem;Otq~+_LNls!VA)2-HA;qVW0!6xPu44I2TOtf>P;gUYyQ!vz|K)c z<*8aQ=5>NaoxLSh-wFPop8#|Trci+oxR)Ek=U4D`_$4xj6{`g-m-`BuW)vvo&Aa;A-gL|wq1_d!)`AT`BO2TL? z^WhP*H4oKS?jH4Bz{|B8WEGG_U98~0p-hsnqLD|vS4|80zJ}7Nn{-56+hR08I7kp` z*8g_DlAOLan5ndX=19Ezvl$Dh5)c_%XMI-8O6+AV8M_P&R&Q_B4E5T11Ou z7xT+)Xtjr7X7A+M_*K1<|L(&Z>>OZuLj2k+**Wcl=w^VnW~`sP zcM*E>D*^_!^T>$rHKApXwlBSDt=$#UUe)m+Hn!jBXzsU9`mmiaUp-3~Z`w2b*y1@; z?%LmUe{SD(8(5?H0!X?wQq@ZJUvAYW1H-5vIfLjSeFO*BvIv^^Xe+ zbQE5QsLjk$=y2fze9$Fh+`)RP2RwewC(uGYP8+1wSEAN2yJaa7l-Wp!7bl`hwg2WY19so8^Pb()rj z%&QcU+$+K@o7gi@9rZp_ih$FCH-`xdEPG%g0a@l$!*77O$m?7z%TIam`AfCsnK)ni zUlYpM2_UxpBR~5@g^FaR=>d)YT`6kG$Hr8H0sHZ)lG%Nm^f(4jG7s6rLh7#pOkW68N4xt_%m94X}HBUVj}F7G>=bADju z?cc9i)BS4wcsV!d?d_d4<8$pCYw7W-bk{0tMU(iiHvQP=#%t%msfXDVUj_S^#X7ND zKId86`YMk+U;oZ)0HP#6iUmKSZh2&L6y{ zrL7d~7aMuf@$5+2k^hU9J3eX#x>fJo!w0@9fyxCdy~{veCjD71aNHzf6b1i1c+fU< zQToBpzU_@_8W~?c6tThvJJ`$k(IfJ)EVd3@6=YCVLFIla^Z@DOQXPgpvo`WL<~z)b z^-{axb`KEU9tHx|v96<34Ipj0UvXZg`)tKL%rKvnaouB)DamU}r9gm@^)Nc)rB|y6 zQM`P$vw@rF(ai{&gR`)FBL?e2n(z+Aa~b*9}Gy_qOM2kneVx3Eh9&@yw#be}XD zP@T86UgD=``eLWtV5&ffb-C6Z>I9!zUMs)68Oxk{w=ZLy&zL})Ls-LIHI9| zBfDmCouAN>QBep)v$zo&j~2#D>w!~sIAc&L{ubiTwA82V5+69Nbv1LB1=Qf8Er}_68 z`n<>YuM0w^6my#D5pT6)`3oieFvioBu20J$6C#}egxg{kR&Z+lWP*w2xo%DonTZ@J zX2L8yqQtc>^CVtM^t<)`Op$06_IkWM=Iu$h1N#goux)dl%z|!;XG(0krnzh=aOZocky*p|t_j!=^c^6jnxz3K%^J?W(4)wm? z;R7DbHolyHbRCcZTqBB(<)l|v89IXoasZ(-@6I`&Q7gBRU{J%~w%(a${bBG6rnlJ7 zllhC^3n{DLs9{F`+VhZ5U1h9zaNL{@G@^ovLOC37kl>U^OpU7w;o zK@?uy;*_rBFkI?5q@l@e<#*;&F4h7w1}4Iq=Hjp-PRydf;-bjV?i5Mm$Vi;Qty4t2 zjnAX#1eIT|@!>j7bUfabVdAJVX6Dl`1{8Az@(%QLJDBKXgrD>nu!Ue>En3BiR)wKOV1Hj;1=t5(xkumQp5!XhnBU^N z;=7l;I<~Y^nM2?xt99NL8QtR6u1?>PdN6hcBOHOC+}L;&n+wW_ zasCj`ox9=*nM9~f9BqBxc)h>y8Ywx6rm6FYW(Z)guabXa;<7SY!s^T;1}N7S%)8WQ z&I%OzyW0nv=p6LU>8O1_C3_>QK_f4E3T;AMZ!&Qc_q^foxCmuA7%=k2AOBKWavSTw zW=bu49s1sdun?K%ZoqIs?m{6+2ggAkyn$qW(p;8H^GzMzTva zYFvjEA09X)UN{N7rMog_~Iv%0x2<_x`VX|^K@`!OV+3x$9yO; zfL~X@U|hpi;3s1;!v7p5exGk^jTSQlCAr`%^;U}j^%@;R& z(z?^uhv1PjNM!t+6mGj=8>KRQaNDm29R4?(SX;*mJj@#&%z?H?1CLkjW&(Eaegw{A-9L_bez07?Cg4{nJ z+SM@lVTMeh%DWJ}#OCqu&#Jyf#ZJw&xu6XsCN)3)dZ*t=$GaeRtv+O~70h0#o^~8o z>6y`B4jpw>mQTgvz`J-ZbPZC0gCeBUyd z`MGrbL6v(jM~8dse#8bL=Aj&XtfbSKRq!+&_HsZ~E{suFiRZIq=mva3zPyDSJ-vOpiO93^L=ASI2$m!H(H4IE6WB#jPQ4M~=t(>al(I{PlMk5H<{x&PmgEy_7LS_I1eRqom?YizaymSz??69tMW(#HQV;Ny9&_8r~YO zKoQb`EI9cWnjPseZc~bLeGS&atnRcv1Z3P96@xiBA#sr1#c6>&rXN+TradJAbH6?W zdh8sD@;*sbd{n0Qv*^y`^p^9c*A5VZeo8Lq`ZlSZu=|O@#)tOHu0G1S_PZ zd9t?ZpwW{sCdfT#fgcsy{WmklN-5vO3yLJMoU~nY>CS#E3zP*ZB!!zMWv)K(Z0&9C z!_voL0?L|bI>+b5-hK>yVF+WBM}7w(QJj(KiOh}vR}~RjXBQxj(UvC1Ku97c;;(5l zckOp6TQ<*HOOyD!br}Fj`uxT3t;O%HY-No+`xLB)^@9)psEp|AoQzP321C8)!@0~B z$U~JO`T5d96tVZ^BzI=bBKISR3-+UA)V$HGQOCa1du5*Ejr>r}C-#+S!lf0^Fi%N> z8t2kTwRKr2;xN^|l=TpB@Ukqr9b+{{ZD%zZgV}hH<#8Mz8%KwPgv7?i_ElTH4$!O< zviy_(WvDWBzq0-6PYw|2OD$+)Azp1nIlF;h!hO2f;b#PP=+VpYkL@!*cg0vYp`PnB zkl;Vl_2pK_6Z!_~n1EmH_1kC7qYb#NvGb|x=EK3JC#61$7W2%Z$npW+=}DprgPbCG zPPH{r>9Rt>vqub2^WP#gb-xV)(nn`hRg2XV651ejx&ekeIaz(>oi@e4)iT3d7h z9A9yWh(i|U!Q2eIK2iD~N3k75LNn%{7Rz(`^uMR+34bf!Fetygx1f7pM!GBL6@(P;eS_*MYc^wy3xPw zE>an)$bNIh-^N$du`zy*U@Hk@5__PEofkf!qb)d+dv%kZ{OKiklMK}N`tycJ*ml&) z4%6*`sb@Mnb-qf6Fa9VZXDPt~8f?xNG6~}suml?4)T>Gj0_qftO%;SdElcIEir+imHlaXRqB6#90_*QS*G!36pA6 zk>h1Qat`xUmr*g(>%|afU256D`5^lQs9HgVb0u9_2a} zh5|`78wL3AP1Gdl5ZQ}6-|Ybu9_lUGu-3QMvpQ|2BY^7aC_lDeZ_12eK#peMXVq}} zWX@(oEZGssZXoXFQ^zb>6gJNi{(&qhbJGFEMkQTX?5v@n%c{^AEyRXA-^-*)o@#hm z7)u@ir)!tA5***TJm0)g7Vm3TuI%L_>N`%wy+RhTfw#ot;#1Yd$rWQHx1WMvWNLHe zFh7)4nO`)UtI81rM|t|%>O~?B;}@KSljF$J;rD!-F=LdSK++FpWJ(sR>C7hw(Ac4V zT-RtYfS=0$dqO+4O}cjjhz;NOaRE6`ouR4Sz~ZC{l_}JIwy0I-mG@e|-GkoV3NB7B zn^@1C)4ksuU3bOW#mWm7pFW8CPu$t!cRN<*DxQ6Ov|YRLCo67BhPRKVaUmYsIb~c_ zC!N*@^E-aG?z9V4p57-1?jn~j0~bz;*UukWPmHyl34m$A*ne-S?=mN)a%%Irez>^v z_t6G_!h<8e%fjESmP||4r6HjFwEEO6n5Ny zF0WXI(z7ghSSpu&6$%Yr-UN&iolRo)GGF()Sst(x+;S!Eex(MU5NK#+x=dH76LYFY zeo7^;=my1*`L#&Wc&m9q6N;!)MlqV_#Q(TTy;xj8SjP&WH(P8{ziAkZLZ%p zxXdj|ot_%Uy*#RA`9#>;d18NBO6HojoZ~B>`Z?kgLtOjH6i;v5Ic6erV*wh3tK~f$ zXU$dAz70>ts=pJs?i7FhW<qy5aEsyBR$jRd zmAgk?1LenMdTCzWM%RUJ4u0X#Zn;GH+qf2@>CFbdQn}x zi+kXqh-!k=Cm5A5qfK6fsyd!C;4Irn$6=HxRKsUdNEF(Du=e>_WFK&D{z=Nz^uN+FYPbr0sl^P* z#vXB!c9C&c%d9$#r8_u8`o-&yGAHQdD9pzq)ey2tT2)7xrxijNDDvfxw|D@yQi%aG z=It`FG1kSXJZ8N^LLIG=#R9{7d;kl%_ToZ>yunKRBknf?Bb5ecE6I(*-~D*194O*w zC{JI>BY_YGc(aKsG@L7aTOyHyCudbFYX~Mh;p3;PwC?TUb<73g8NrFKw_XX7V|Wbc zUTioO`Iu;uCt{RQVI;nsMREe!zN=SrvS;941Lk;?)p3*G{83K|<2UlyFQE_ZYK?OWZMy4kcndQ|@Kr~h( zE5<{QK}KlR!owuxY%Tw{#vZP&MF&527Pquxn~)X7=kzOLIdAt_v?FjhZff=~cDtO| z(Iv_;2ydI88%2b7=DZe5judY7;RJ{9(q%1?-@dt;b|K(gg0ynZVPl~=X3b_$pEjp-uPoPC03t`AD$g&;VR z27FL`U_(4sc0lNeGJ~?pP*Fb8aUBA~&@DaTu121W;0Zk6q3$L^6UhM4i={QGo7qmf zhf?kaU^z_%$D;ccYW?MW_KFC0etpS zd(r}Nt9rA~>ikql+w6?(BROB8A)#zVKPEh=Q@eBZszADq~9O;mX+uco@9^=O^vyC8!bSzfDwz_ z%Za-?G1-D(4%K3LuAVPL4TjS%sBdCn zy1XG3yx}G0--Z%$Zsp2pqb!jt^~;QJvLLXnoUq+hFNRY{Br2=H+{~KnKpm8x;B0 z!LsH36JvVlDvsDPwQrq28}i|FU>LSUdrhOZbP6Gy=pw;VYjya?A(OQ^3A(%LR!vSF z!heX^Sw4sv`X`CAI|^QO{vFOFjq~EGk3SInt7+@hC@z$=yCDA1p%3USgu-E~Zi;JV zj(&JrEiom><#~8@x7)m7e*j+NE>}xLwnVbDhk;kwCn8V$|G>LiwT4rf zJMZQ^cI&{j4N_K)^vQuqg@c0wm1nN2yFAtFU&a@O6DZR!1JPB&*K?^Iq{xLbSS0LM z-gg~5j-bpKvh+ydS7($N&IXZ@5`Z-6r}8IC>#gvJ^YFwny2=I>2a5gtkM}e~!^c!w zk^Oof#)YhpP{J`F=uvbLT*VWx6X^|DNtmBt?a4~*y8H>|#xq&T)`C-t#W=;_ozz*- zdIg^ExY@ObTvb6@#%STIFp7xienhT!_8Dh>GfveNOQC2?S&hOx36d3()xDa)*h#N5 zwY>Px!UB)x(0BmeOM)EmkzyPzjabTV()ivsjh`ACp*??W#OMXuZOO~A0v)`ht&gCv z&A`j~x*1<`0uIrExI%N|%GU5WXD%(yJHs|VxW5I|na+0AgsyU)ygYBLI3Mp-K3|X; z4NR6t9GVS|3c9O(hT@bj9G^Z0bv|kC6bYlLif~BWb=kp8QFYbB$mBL8CVzK1^S1hP zHu0+S@adD4{OJh4Bl>xe#4GO2Q`FsW_BbOPQTpa#7fD=_V*gr4e9r@$y<>^SpuUn>Y#+WXOU_?0QDuoa0@qEhA8;qMLp+x0Ne1(Nb-A+KqX_pvgn<-=MK z&t%U^;nOt=<;vf+2ZBU{T6Uc`|LRWfXDt+8o2+3kYY+aR)ah4u5tj$V-*5gWj_VUQ zhli0Z-`dN@Hp9P>s(T-1*V1VDoO42vB2%P_MIoJ9meGmJ%JIcXn5mV0Buc)a{7`0M zLKjS*IL9kuo4-@AQ^E+R5PsNfNBpcqHzP+K_)ri~4?ycjW9RtNEVY3*_h0 z#ZsmcB&Da!=AG+kPzo#_KM9`O@KkC1IiUJv|64oTzhtJM2)?CEB3GsS*j){JDe{e$ zkA8hcnq)pba?fkzkV#WIceca_UzD#JQC42+{rlGhRoK!f39cw3HasZ|9ZWQR%qkVQ z?v0g>92DeP+YT|3)KEK!$LYIn`w`c=ym&j@Z+x|J&P?q-Z~k>H-MxTgROlO==}7-9 z-$9tl9^QiQPGKl+;|inSBYJD!X4 z2Rzv=3AkMVZBOY0q}mB#`nSi--IeLoo!byzp{mD=RnyobR?t4H$BftZ09Z;Rb-!8x zKZnio+NI~6Rb=n~)MV)UmCKlN#TX!KtN%u!9whP>>&iYErpRYx9ay>8T7|OXOrj zkVVV?vGfz6aEs-0VtGk!={G!eFqMU93Jf`oA_g150o=9oq$GX2? zWS#*T&M)+*`Op8O$RlXLEJ?!)Z}a zVk*f~#pf=%;f}=F$YA!~z)QJ8CoPI;aTB=^b&1dl=ta0+gE3q#1|=};c|%l%jqA!; z7{ETk@(T!~N0URIHR%WnjktP!2Q*H@H01YxXrN37t?axLaG>ICVpP$#8O;-D9LCVy z2TZlxeHY$X)%GJS6*|fJ1nvKh$cv!P#>|jEHP3Y;Yy*&)&4=atYOufqGz(ma>Kzcc zS4+3gvp{H+y(_*tF~b(*};#iOsSvh zgC&$o8n|*rr!Mrw$Mb$i5cSrH!3!Z{I~*Nlq|p~FFKWc4%K>hozv^J!n*&pwah2`i<>+Et-J1pN=%*hbXqhrSk2UmYkiElEm@8+hQI345Ts5MF%g01pbRR z+1H@#l1%+Gu8MxqJ!^ilVT&TdsDSo8O-4i28UAaWU!KH`odFH6MI8L<=Q~omK?c_H zFjYAH>7nB0S9U=C5|BS4T^)%aFhOO@7p3_kF%q5vlR^TW5n(y?V3WTk6|f^DbyWb> zfM^rTFMIp+LF8Q`;b?;@(Gt|UU?=kH#D+fm%<(S11+e|;i46KB=`HVc8F_O6Zg3E5 zYEYteIs^XEOy#>#QT3D{dW)6 z0Z<>mkV@uGW#xAb#}`p@oi_*d%ij-d`G^gSasNrC6s*;^+50jZf$r8;NupX+RGx%m z0?%2=B7PQ_Bbw-i6-8QesRoOgEi5QWE|pAUT)loNbHdJG#u9jyn@nk{0t(u) zXY|!*R0}NrCbtf`ofv-IFy*bjSLV<<4%Vf<$DQz(jyXd}^Qy`J%3u^S}i2-jvYRo}lRf;=&w@`Ay7R+=w)aIPZRTba9bJm#^n5m;vbQZ<&-V^ALHSI!s~=pbT?9B<$^UzjF`>_g?(!}{h=mRlJ0pqheC_OU^Jlw@Q%Nw_KUzSUR( zNgo5x8?>YqouCDlCCAkJ47_@upOZ1-bVEQZnqWPphNlc74>yFO=?$*+fK_a(EFH|o z!c%i*>kG9}mZBKO{b_3mAun@T3%k(cA1ud%oOTR0io$Jj(0Dlz|NXE*5G{X5QI@(b zW#!NA={VG(qfaA3w)*VEy||=+mFIsHo+&xG4!eX52*(Xo6ygjH`#%7AL599y{0s24 zJ5J<+7hTWjPkiJlWp3WL3Zo0wjyT=kfY4QR1_LI~PP1<96bpCtv3_Kh>-VlEcc+Q; zA&eP=JwMsN{LhC7V_5YjnxFJ6`>432~1lXy{68B_Uaz`Z}G9K3d4hL3ao}e-khQMofQmi znns>nrW!mwjZUZtS#P4k2$^`$j3jay#B>pYkf^fQ3bPn+?~fETnF|7h_M#Np+)Rc0G z;*JiSKSa7y@x{#6B$x*2Z51#Lnrri58pLK>x+>H%iAH)+VT3=J)iQ;}DY7+FT{L7l zgc(<7qM8Qu=7>$y5kZJCUqv)p808jXv2v9t(uoCe7g4G%IsBXB8C1eW)?3JK07}sr zNFe=4lhJ$zH97=RV$Iex35_CxtV`%xw1<*}Nk`|w0?IPT++U_}UlX%f*FOMk3#-(@ zTbUx|vfF?2y7ryuS|5b$av2f&BBMh(0 zaoR;|AM-Is9d*=_?Bl4Tj(W_;JyCd6n*95!{aVKVZd`WRWn6mcrAxJApyNcI%qqKf zk41KyCZXBw5uJi0R*EoN0xxGV{9S=N-6FGFklAD7r46jMLb*1btRy)T5t|bX{lOmQ zFC8PYB!%x;$RI$3P#ZNFxW&h=bSbZoi(m71KfC=vK3e7$@cLy3@9%VFR$hlRr-F{$u!`hjLun~4toe3W2qhX-~IBifRo zi}$hX7h}YyCEZ^R5=$xCy@Ch6xdAf;`=4!)*#YCw%hS}0YGyj03lQocmqWzUY zj3c1u-Y!$8+SoN1yuOZCh*29e5fR9)qW9thY~Me?`t$a)uT@}Zq(uFy0qPrkIt5rb zDv5|7zTd>IDx4_`89-}T;in=(#~@ZzWc%uzI<%J`-FXytMPe^>sI5z3wiRAqM0%i3 zaDNtM=<`$k?hvu(&U4!($HUiur_1a20+C8CR$B%rsiTiX*MBgeexa z&r(D0Z_EM1AnM5=njOT!Sp=Z^3J4kKI@F#ls@_0IiApDs^A%J&No=kSk;%x8!`e4T)SE?Cn?xxWS#P77ZG>%M1QE*j5uGkkGDetm5VH%~T_1+p-~^iBC*vsB zB1qa8+bVd6jo?gFNbIgWSaQ(OG6k#F#jLb-U25DROjy|UCMxa_#Y~J+6SLi=JCY@S zphl2&K`CUVj>;r;(^IhymPwd&k=+0}HIJ=&5avU^qMv3Y^jGmeLF#w-X+s?S%oPvY zw({@-ulmp_IPs_7)bRHWJ7)6SxBdQ!=5K;W{S=m`pUe1dkj-Yf=%R}r*8Fw#)mQ)C zs_Y&OkqJ&UqIewSw<$tfpoBm~;H3@RVnFDc%pLFGCm^$15i5l(9Gk^zE4;J;67IWu zC9&0#mt1f?KfB~qoJxRI>*8e+#O6Chwy|WK30z3*w#e-WX$%`!b&1(g_;Hv!*Tv4OZLiBkrI&QYzdvKU+6%PB{%>myqS zb-<$U4xjxmf_Twl_5_36Rw!*S32IOuHgHN{wiKy7i#e-p$nNaY_>&sl?RiprBr;I! z8t5Td-Ju%@Vnv6>3V||U@Ft(wOp}Ap%JS;B{h05+^IY7bqCO^w%?Ua=Fgg&ub{_wG zePnh*X@gC7ti#x6d|JaUt%5=7V94qJa1-DC`sr-nIRr|uE^SQmE-UO-`bS zs5gt4E$P@I&(l*<&(p!}%)YRxE=YKtB19Zd`)g|JMNAqkUu+9|6|EdfZxQOWp{ zPf00QI(pW8u|ek2G4ul*}BXAZ@xp6a5X7aitef&jCO$0@=&gWpL4OR z4IO0P)MhNwNoadI@~Yj1YD1?8*cLR~goAlRJhs?5A0R9fu~1nejYhSt3AbtJX|Yn; z=;d|wUYXZ);y|?GM2EOg1uSBqv8MFPlILr z-f-@@=TfOu9!4yms46?p^YA=x>F-0!3BQVkBLyq2_Q~I6(@iRpQ$E#kiy#iEiIDj2 zGV`bQVzePLAUWBklQ*f43GA{UJ{J+6jgY=Uaw_DC6E{*h0Y1nB>v5PpNpjfO6x-~62EHGoydg<*Sh4aaUA(MGeZ=4dmFK3p zA{YJBf05V|;wA)M4kBBz>hc=p!_x#YMK>)V6m$xZ-m7T$m}Kq~cO)K7h;g5iK{tj38 zZ-$3nvyFz<&PLIrGYgSSXhV?eqS|dexid|KQmDoMzx3EdTt`RwK7TV? zd8aRn+%=)~rc&z1S{4`*v)o43bato;LrvVI)P&ZM2xGAa-Y^IX39R`BbUc*jk#t;= zLs`CY>Cg2bx9uTPy7p8V606+NWXyFCFWQjH+ATIsz+~2xSD{QhStv3 zbW0RcY6DoStpoRiKoiw$3eooTR5EU1&et`O9O*^wn}NBKmOr#T9jPP)bbVx_rO!h) zttAEt7t%UAR4&x?J{c0#>0nNlQ0+D%5l8jrkj1KwtpfcTLTDn}4WJz&8f{JbizN&% zyLkR2M!Bvvwu}29gaFgj&0V#oo>Et8+9@rB{@e|TN@s~&3-u5J^>int=bn4+W8U|4 zk@`IyjXleFIF?E2GM;q&HdS^X`N&83;0HhWux*b{>)8Z&0Zu$gC+--dmtGtT5{W zt8LKD2)Y@8msO<|XId z#QMg2IrE57-uRmTq%tUQDgoWJMbBLdv!mGlmN>&djhH_tz&>E(%$j(8Aqy$N=#>Gf ziHPQ)jn^Bn;%h$jQ3rQk(0fynxl?3;Fq<752M z>%PZlcbq{!)5N?ZMtr)B)wEgrmR%ITxdP`88Z6WYxOn`ReChVhC<7{MCB+wpM9qMi z(+xzXP2p!TA_Lr_Vszb*XXCD`F!E0h zdtV&GY)HcXfIm3-mwd@RgJ+#`C-?u|Q8)`8GtZaw{=@+(X!Q%46_@QZ3Ht9-7{~bB z@QHurp_)kdYK+TNH7gu&)MxlZ(c89x7)~kR`<>;rKg#GpeKV-glM)gN>y-d zR2b=YD9h6Kg%Jw$vVW(87#Rd9P^GF~KJU$H`M^R&8x9ICes2)gL#a31*wE4ZjBZq87J(`VpJM> z>Kl&{_T@0xCAagXuW!a`!YBXa zUui0vKe_Q0pahA12F+2M`bq&u)ZxAq>8%#c;fU#Wn!}?6W*zcHDC2u`JYLOM@R4pFVH1JYAT zJzdN#wySg&30M%K3gE_x|80sf+_&6W_mp@?F z9eeol$9{}zF3Jt0KzISN)}nb>KZ#;pYet38^`jGkCe($T4w0WJ>%SWz6mp1oOixD- zOoMGBk_p00972V19fF<|M%~lz=clpu&ud~^(vxTWfYxCH#J9~-J81>!TMpun_F^4e zfc{>>LP{H%90!%rCL;s%xiAgX-h;@#9(_LB9X$z^g3yszMIR1M>vP!k5t%f~v4{rq zC;>szCbmzXKjqj&wt?zNBhqn1$JY~5fMy*LMf%HD2x9xnh#(})B`_w7sJ;SzA%W5I zAyW7QDeOJ-7?l=Q{=v-5rz0tSI!r%*9ZrAgTDJajiZd==|5WeFG9Cw>z9Oq-{I9?h zRb}Tm&co{T4mFefDvbFGE3Qxk$&kStL$Z5((icrJeTsql<9VuMCZQup4mOa1Hp19V zg`bpkj&9NJ5m=3Y;u~A^UtdH-u=*_%6C#E>Y?~aQ za&DVWk05ct;JI(Qp61#v%{5(e+gsG?al#jsh;NPYmlu7D%E2uCS6Y1XjhFKA3%-Q# z0`|U4>tcuERaXARHoC_&`Pr`Zq;{DEuHcjZ`6A?o2GP-VP*7W|us75YCsavnp2d30 z3^OOi*!kB95a2zh`h;KK{~aEB%_fuD@hjz{{FB?8gZVP#vkxxQ3!ycdD{_PzR-z_n z@Qxfs4D><}XjgU+5+xnon3PUwQ;=ywe-A2~g1*9H*n6NeLTyV=Svy@+E{(fw2E49z ztQ%6BZW69GGbQ2>DP&I`(QI?l$>TgQSK(9d`5HFgc5IZCb1IG&lBQ6l=7PT0smywZoI-Zl7cOU#+G8rU=>ah|k2B zJuyY!9SxM!y0NJ>oKW!tukka8U&50E5ltFe{ ze>=JJiUVI>!_bAZsL%J(7&1uiw1`Yav6H0lPM?XhO`89<9&44L?~Z^!y!YLR(>)qv zi{0n(kfT5LHtMTGdYf?K7vII2>1hUTwfWX}HuISiQZ&XCPFYZ12S~`?3-5mZo&4wU z8BCp%fm8=$mrL>>h!-v}xOs-%KON`4Za)dxFj;YBNT<&sakEMJFdN5(4}asObczr2a&3Po&A;HMS!ja^1oPqF>3QHHMu#Fd}wuoR#05XZG|Sc;WASi9O*^rbNg^t)=hl$y}s}7E0I$%S6c- z!i{MX)NFxiBGV~UtBo;R(ImCmLKsqOAf-edn9`4N9k3j|G+b?JUFM;w>0`U>`}xU}R;1YyRWsT=V@csDWO@fhllfdLo)l0|v@Ab$nGu8+gp=GFX;& zmRH+Q)w<7At%34=Pf2`LnT~9y{UDt)tYY5vP?ui zi&&_UC{|IeHVQDC1&nf??ur8T-Z=t%!xLk zB?#h*q3aYQ>*i>z_o=Qjap${~Pv~RazgG|nIxDl(M{Uyk1KI;I_FUjnU+IwF8qi+p z(|MXf)#L2{x?V!BJaS5UfsfX0wP zZkLZ$Q`FYLcyfW-N|VS@^j<$rWGD{2FrsjGgV>H3%2e28Nn*D}rL7+t6z*CD+xB>sXK&cE*!WVZ^`X%$o;3F100RDG|&&TGc$ zW)+98nPm4%{}u7hIm+uy()$AtitbnkhQtWzF4|n|S zXP=O3?1_drI17MUtfr(~B}&Fn>sRS)(cK4i)KaOeR|qUi>oz@4FSDB_GMhnUGkQWe zF-^2_45ZX<`ASVMn>SmCL_(XE5<0Fa>dPS)YB1P~uq^E&Pr9g5g%klF`tqAO>)A)@ zaQ;pg;RpCfjcc<|I*BS*^u*K;iAH*fGFq1zWfIz`)$S7Q-iL@ebT_R*r4riIwHQ?; zV!FOm7IHdWV0?&ZY!GEiqHF?XnS=v5l-EU#4lL~-VWjI;Eekc=NAr|5dJ2(@91?ong9xoP`BI^#V=i5T?eb*`#oBOIHkC!@*u*)f3*{0wR?pe26Rj>7G;ibcJay)13cFc*-WFn>TOfs;jPA`unoW zF5|uLeJ`M=W=|AJS;qe@gpR`AUnDj*LUwmZZPcVWtSBFyrIXjr_4K}o##j<%2nKHU zXb#zAc0p-_0oM&;r4+3}#qKo@eYb%(kie>kNIxR9Vc~ESKdI>1qFwHGrHeD|QduuZ z?N!8QLw@n~<8Ygb%4&nYEnVL9#&bAlaGaNY`&&d0nB=MoFAwcLfz^c0$qnQKNrta5 zP!i@hnG9VQaPaxPjDM}fwm(S`Bu)CS({W5nLc3p)z9Pxo@q*Nuv+#=;E3T^39&)LU zSyWH(SUFteieDZ}bZkIkw?+Ac0Y1x?%&s<8 z(`ERryO{i!HLQEVs~P;NLvSo~lM>-8QvD6gE3$n5=Vvl78&VsSj9gWrQ^+!VYKZJa zWVZ??&NeZdg6h>Pc-dF~oK!{-y>Nl}H3gIbNB-*{(;f^My(8ej^T5fs$$me9QxdcW z1nw-X{>EF_`=?L!75Yes%;K`5QksMcfhadn^*YKl5w@)-l0k^7*B^XdET%Q5L7+`d zjix4RsU+&|9Vo}q%kW)aJM%MXy*wR;h*n1vwwZYyPc%IbnUtO`3PEb5mk)jYkJ-Iz zj!Qp!g(hoKqNZkHAf?Sua|)5vLH{U4=vvqZ7xaEiw1}ic3=d%R=+1d({{pI9K}8A) zdg?pSi>S9C)bUEP6A;-ZX0ZYtkEq^2#^Xe5Mlp(2@E0>eV~!?x@ffmHCpllyu~xl# z!c+`%$AmV56|%^Qc^oMDj@1D!oD1G_d#$ReeAY{NTs0B#`3iuR!q+6 zEYwyP(dyt+Exnr*Cm_C5G{FO$&U3d@fB|53fW&k}=?F#fXq&zp4Qi_--}sx4QOGs8;M|)qpIxN?hYn^F zN*fJCps1{e`7?c-gEonSI+JzZ8zT%aV&p1C5QplxWd4{0K}>MR1FLBDOQI>4((4)w zoiRb+3Y4KZaqs|@_4-G^^m79m>$~iKUY6EigqiPPmnG?gK0!8M=!^-%W9yWTiKwp$ zxbygL@S@jVht*JwowJYRK9k52Y+OHq@0mn~pnMoeAFQTYGP*t8pb{>s+14>b0|ia4 zOhXeT$3bBOd63$=$?At*VUkwo)8Mt)K2*Lq8Es%nr4Vk6Fqc3rI_(dcg+$yX%%u=<7ZtPgeYSRKuqUNkmQo2+%vzc(iy$KE$zaTtb$P*} zh7;3R%0LyqcG;_eUcy|0xs&sR*`y|xX_qLML?v9EX&NpzI#ufkFC^$qK^PJa_bk4q zmIe5IDf~=K=eAZ`$cZ^*wM7)ypFud7C&(;UB>?fJn5wLP{8^_@mK-t z%UH&5iukm`Pe6Rqz}QqFa0OmoP+zHyJnddVeGH<&GJV?%?;6f}lRjINGP`h)xtbX3IqKKdiX z^<~ogB68aU`tFR#?&^};Dwun|hgp{l+z6e5!m5Xq-#>~nAl#Osc5<6A6_S_aVEhhKj9Bvz!$Oh3yfIJbhIR&??vc1@7F-=>=nNlk>54j1IE za+y8erg(%20$QtllmU$u0;6uw?pO5P3WY?AefJGfT?bah;JTk5g-~F$1gc|TxFN52 z={00_O8lyWT>~WrsqGfkuMacu#TcVkM2uV|IPIR7u%)tsPG0c#6+c6SFtJ&&W2zrj za_D9RksA?NuyA}pe9e<2BC1qTjh2ozG7Mcq3W&)$?S2q|LFRQbR3H6-75dcs|U`>*q%i7!rG`qN_l|NJ|9#0F_RnQgOWuK3O8lrBM9^ zl-I?at7$V<*GF`G$fb!gNo2K2kkn01Dx1>NX3+0xnfgb-p$03Z2$DAW2ikajF8)vk z(b12O;x@tywL#45>ZYmbB4)J%fNXl2vO@}k52rlUyRnSl5KlTOJ@?#mdFe}E`mk+}7Nma2 zmHlY&JdawfwsbobOudX{qz(ocT?id8uE~-*7~;-Hr1$E6`F4MV(H6v~1nyzAnVcjEM9eSoQrb@!cg_y$1Pv1^JsTx?dQ;u0mzKq_S4B;+z8< zx&9z_EnwlqfM_wLrsuXY?wn%bNCy#W;@-&#M5LFxx;-HX!OkD7Gxz4+(1)B7)kw5UVUP+dw3!ml99ih56q=*4wa{ zbBS%~^>WM2=ey_l^Th1vjREKW!} znk zyVb$2`7}mdjD;p6~MnPNIjFu zEZxpL^UNo4&zA9YMty}zd`4j|CaJUwlE#Rnn-;{U6}kHbsRI$ccX^nNF0oQXYfw*1 zGy8m!Q(da7^pbw|=P?W~LhVlAtF7^#ZG{XpM#lUt+ctt$v%S^ZWVh_kW4_TuAkFRq%|Nh>IT(4Ij+9(XnJokaIZT^szNsfts#Y% zj|d%s%5_;cIz!LRCY`Shu)EX8C3l>Ua6?3Yhx`^vYCqIBb&zd|w4R>p_sWpEfyfV` zC#MZZixW{mYYp=m9qp7&KyRLCpaA_nIu2?vMoLAIuIh{;O>7MV5sz!#rx4(IdLmfJ z=@9)y49ZnRqeY@O#XtV@tJrc9M6J@j!D@w=dt}GA^>d(LHBT7}mgr1HYGL2LCx-1p%lZ_8N5|28}= zNNF~keT2sJ*9ECptJS63b=O_@WbEcL{s%w?5Lz&DRfSk7qI^;pKdJOm@~9?u$`C}B zVByFVUPchc6z;qx0ku&Fv#E$J=;uV1K$(!*FEBe0CL-$VePVNMGItkA%!RbpbUEqB zU4*Xw(rRBlM0PU9D}VN1M6nqRPfu0-q~Mv)yMxsJ4)qlhFDtm>m&Y>l^9ZY@X!k2R zYdbWD^ip4}6wrTjm3EKBYK9o?2%{lM?$^Y1{uqH!@aJEDH3u&YnLFO4n^Ek3sZHj} zIEIW+fh3-9(LABeNqzg7dU==JwusWe`1J#UX{c_$*1l( zhga-9n=l!X*(tc?-ZgY@&XZbK<|9XahuE~qkM2AQfaG2Sqb2FR1Hzg`)Z1nJ@+NcF z5AmY0dl)!F1(zU%8Ifj%L#M z>xPMP+K8m0#q7&O0^xND3n@g$*KYByPsZzI4w&P+IB~iJEe5HQ4kQ>64_hO=B9l!`go)y>d%7^ zgfUaUcRHnYqe|)eRnW`*iI|?WdR)53(2=seb zs>mRMNa-rlW((Q!^)__0lrjX;3sAMXZk_UcMBBrfsbI~wFcum_F_WM-z4#eMIujK% z8O|j2=hJM%+ycZLoc$$4qm5Z=(plY0>GTmg1Bs<;0LR9fDiI!<0=GMKQxC=&3H8X^ zGM4eb4NnVF`nv|H9}1>k#xlAoy%arjN){18{w5ovBPiS-(0`i`3hYKieT7937np4r zxFsNT41%~MHPIzG9nyP8jov%zR9BgZ06IO8-4&AFX^`4x;iny1Yx8=UG7#+g;(Ep} ztMdnEZ(`jY9)JInYmtd5W~Z~nii-Z*ebW0we);9&h%8BZUqt)l2J605!zp?MF+muM zP+f!cz6c_SEJ^wBG(Gotn9Y#+V=R*U1&y(g#!4N})N^;6!5afs4i{++=qaO9H0Zgr z!u+-#UVP*hUO0X)#=aOge)u!v6yvbzFSUslIzM~r_f#NFXgS(hNaH{wgb zIGu%N996Q3-I#>Bh1q}&XYL_Br`UDY7xB{}?OS@V<}B>8Wa?CdDRIi;uef zsl7NK15vT0^`Ko}=Y@hMd$UF4!8xrfTqwhQNe8nBA!6~yp{46~8`Wwm8UYqRLfNwT?7v=YuY4I^}E$H93R5 zYg+3_yS{e)S852y(Hhj5c|^<8=b`OEwN4l_u?`e5i*<~qhe{`jvPr$~L5MY7#+hj# zTo<`|3}b2mv${xfZ3_{G7z+)3d@&nYs$))-v>vy=KoqlxGD)ILf+(&vqDHZfS?eGd zYJ{!{r79wm(pup9q67o9{Gip=aaB^n>^xT0BeT6uY({@R%C?qnvg0pJnPUt7(si<| zDP6|@1w1WC=|cn7SFc|EgaxTD z$=KzJ!o5u{zT~;QaPyH=Hf6Ayiq3cXi5;*JA+!s6**;c^Fq=NLG0EzW_{^T1p*HT~ zrvzq0lD=?-u!+h*1G0#bWn=-M*-o);r>1jU~YqgJ#T zxFsaA6%(6t^xpzM{K-jt=3Z_C+21qZ{P6hP>v8n|a>rt|v0V zofEVslYH=XU!mQv*!NtA-538W@A{{&a{K%W{4F_p?hVN8^vOTq(Rh88T`x~^@L3SP zZ-Et8)v+59PBp@vGDyWd%!VX66=KvSkqz^o8AAlH@zS?}q3Gr!oRVPhMvpKVQQiRK z-}Xrzi1_voPkm}H&c}f4E$A-zfgVJ9@dx&y98V!o2d1E}fNFR2Qutz5do(+*O-@pv zysoYv&1W@96haf(#T-ohKx;H>btqRMibz=Sp)bCX;gJl^zIlXcXcB9g&|82)R%=)5 zE!4_E{E>ow|9nR4S{p5$5&%nPD>*T*TaSd$CaY3KPif=slABzlQ;1rVD4){gv0Br5 zOd(L26k@Os99!?Nx0pO27u%uM3?p1u%LAl9Ws(TfB#fIhj~>#;xu{1ah;+_qr-Q0D zpjbvVnsioX_5IWHn!x8XdTJbm+H@uala>l;Zw0Y%lKb}+BE|VJad|cXVY4lVdf-*V6aPU zw?li>Cx3T`-rHRkp50>2XLZYxpET)Y71D?D27yyDNlgT_h9U}g33|S_jr!T^5Rt;@ zfU0Ps8JRG6eTALxvH9Edvp9X-Dqj1kZ)0CKL;b=OMqAJs3{Z!+VOtUr39{Q2JN_Vn zI}6+1l4A77A>EWDIT_+74UDd$x<<0{2UY&)9oO*g|9TzqtRk~7!01LS91)|w5)4nE zWEQcq$)p`e*&*3qxHMi@B6E2js})gMBZ*H#WC%(dAa>#ci5m;dJR>5tPx8DM-o*Fq zXW$Qa$)#GvCmrUGb;$n90Qroh_qr((|Jh)&nI$@*#>-!G4YyRs+499BF)o@X_t`x1 zPiGnVL?73F?sGijhi~DBmz+iD2>gu-_xKW`7UwU%@k&xhmuPJ%u=*Qsq5o!>JuhJB zi(AchC-S1nXQqNHSg{}ARWP+u3a@#AxJQv)QeE~h-}W-iO0z}RsK3EGpZ7(FhZDyuI+RkSSX_kIfPQW zVaT>{H?H8rpLhj(?wjCK@B0=ky6{zFaoO7sP^}J8rvu|7$k~#vNOf#Ybh}+`WJcp-frY5J=2CCk`-8zlGqDLREQo7NqCr>z-N49-^ehdkgMQox* zluaVTNNYcXkSG(!n5`h1I#nQhZ;2?O^{>kJiS3*vDx`@raYQH3B(~8aS|}k4c|@QH z2XZ=&$}mttfXroeQ4GPgQ-`G_Oe9mM_20-b{3 z%<)~=6D2x11G@^XenD+DxO0lukm8uX-op5|J<5kcb@O@_4mX%QQ&PA;Ab*dfa(I9Y zU}AHYKR)_e)*XKfZ~53|SU;Vmcua~-r*Ee-7|=gj!kIM$4h+UZ24mbZpkQ?>!dQG;w!0_&@Jq z;&~xoeA_2j`RCi|{0}l#l(U z86pGDc=;XdIP*)CHihi@dzXQ+1^J@z7K+s*kl9QY!l^E7)=ifS?%_B?8V5ZP^SmXmtfTj-Tc&Q zqxMhgxU6IXS<;&fr`hpc`S;S;^K zj_B{v!TvpYs^_ewdGs(wM^AA@7~&r}t|b87#jI7p&ue|J2qL_-1E^%2)>wM!GWlI6 zrJFZze%RlaU3M9(SFdLE>eYPoqaXdX+n2G7Cj-l*bQ%Av(ECSw;ebp0fJt&fao{;Q z;>C!;8x%XP9cRndRn*5rZkbxizKe%(ivihP0lA$KiAiva5#!&gvi)rvm^{q$UDn zOEPd%li};Sto_e6+qVz%lEdy|{6D}?3S!^S;HM&jxS*Sc{2eC66GNVR^u2_(;M~ouEA!;?64yH(0#t-`>GZw``z2piokf{7i;cU}Lle%@IARaVn6y zHjX=OaMi{i@Wne$Vb!-H7LF8*Ug3lWcNLK-RBC$B>#Vnk_Iw;)9kQLV1YDlBO`>3Dj|={Trn z8{zp_(`CJ^F9f3PkuoK3`=>vkJ74BopS+SV?ILVjzh)|itS!b?D214qeQ-J2u~F#+ z?){UxNeYNE2}BSfTiR8xUGYs20<+x4U)7JFvSF}SFSRd5Rz-0Kxlqxvf;|(+`3n9( z24lL2=y+N#kV!#bL05rxJX8=8Zdi%T>jVJ2?oyMKwSOM79qLK*!D*uYybkQ2nb+B* zVMLg)QMok6bP0NMs8X5Cb$c+UN>Iq@NGGYao%H1JQ??HF&!%XN#EC44*$R>SXOQz1 zloTl2#G0-kt1TU|Wto^e4r&QSqeYZRBvvt^F>O}j9r7Ial?tAo9Biq5J6_SOmf zRsF>FmazBE=^qnegfev5fL(epg@I5#^7c6Jn-tb87uhW1sm4=QGrEjr{64Vtrg4%7 z1${3$K>5on7`WA=Q_zNifmVr~{>e`XT7ycnLsEpcAhRbTchzn# zsk{O#=w=kDz50FPa}j_1@-sN)q;cN&=DWCm{VLX8Rbl${I72^+5RszUr>7ZiHNd%D z&>D&n+Awfao6=zk3im|RRzYr?!l~(em%x#vchuQFmY_K(8N8v+-0=wt_bam7pwsJ+ z*jr=f^gQ`3imSGsO!It&RfoYF>X=@V;?au8QAl56mkh4??r{t(cx?UKBZ==UQF^{0 z81B$>twZp_GL3CHx+y`BfE8EOC>@bv{?q_3YvEs1gMS!99u2{uhX@=xeYzb<^>=vD z&hv@wxB31T{~t&H{H@F#=i(3=?# z=K3y%XJgF^+&-U~dWwVBjN+#hJx9&c=-LqRv~}MbEgzB5%}Ao{X(AYfy0yvkuxh@} zuAG_IPw=|hH4pl+QZD9y8ZbEvxeOusfEdRaUiC?LWR1q3-4qtS&3jAmOey~ksyQU&4rn3ECa zV6V&k_#KC+R!1h{&}{2`(;&hrd#JdB>@0p> zrm2ZrpL3PYw z{%DK26C`d?;m!!Wj6q~WWPwvwxU-tHbn^N?i&!Z{I5t*8G5C{ddhSugsu6Zm@#a^Z z&M7C3^Y#yXi#@pzr>vNLMh3I3u$m$1dvsh>dA$z3cNTOwe(_ikVWf>#8LZjAcuN zF-hovz26~L)b*><7eozp$J5HKZ`xg8I%ZvCFe417Zt;%58nr+c6AJp-T2sa7F%l$g=LU7tJ;* z>FU7rDAED*sU$|-)Ay|!)-HX=UUJxrW*b#+YJF!I>ifMeDhRX|Rq5!aL?Ok8zx!wG z**?vu{_Lx$-aM>cf$C~^w+JImY-cs`6|tDsr5d`~NR=xvU&1I>k@YsBYR)dCTz^v zDq?y;%Lfdpr>LDS!Za`z>benXF<}5e)EXG`RR}`jI~MeDF5*|0?how#`NQ(MGnot@ z`N&5eaee(Jg*CrvkJQo4-)Rp|5x`tInG-5p`pJi@q5@2z@CGJn6s>xt3o zGqHk*^o}|~#=*;5h)9v%A0YjR@_H8~Vdg}OvFS9a2@erQ#HT%~<1rAhWqyXQ{nHj| z)h69ONp)jD_I{JV2BRGjrCrQcM677g?vb<$aXLMUq3c6Lq;pVPefo>YPYBX`JGe87 z)=-T4N(ZZ@NbWaKG9)=2BK(LTt_gRm&&10LQWGJozT2QP5T`Lcub-HgDlf-;~w7DKib3x`P#-oJ{z zv_an;K2v9yG)5!LmZ1OEh<1;G;VJI@?nd77>YwtXsUx|4_eu)eHL_QNS znHO|X^D+3ZUee&HgV;+`#+KWy8tPDy_glu9L5uU`GA+n2G7CkxA@bQ%Av zV0chjV&zrKUb_pkqv$3DW=m1nVo*9NL}a@}rb~T;B(>eb zt|-j5cIsOVfe2vkxFr3z*4g=r1jE-wShWz@4e9j8C?09x^#=%F(06l0CoA!Cg3xwx zXBEkb4ijg^X%7b&U4yv`O>#dr$?o>3jyqI0w}{`EfXJlX2k}`&@o*CvfR~n7JvQ^l z3etNN#=Q>GhlOW$a1&h`6G>vT2F($OPwMHYhzFRjEHd}Y0sKrra*v5Suc)pvs2|qF zELs$fn&XCrHTaPvmgrJl=g@oX3{!i1=oC^6K7T*+-xwvoJw${G@!|@#Ed~6RP5=EN z(;0^#p$OuVeJ?N=`))vFE6(iS#g+p$tVm%tB{Bd%39)#Wp`jwX>_K8PU{|2iwWvH( z;mkQ$bxp2|M@zh6pZIPY5y4Ftd>nZ9Q+R4Kxn*jC z*zORO%6b_&ozmH%L7?5@qXQ^F1|bR8 zTT)ABs)|@l6Hq_Uf%Q?OCy}iVs@Vj`A?QtGO_y~Ys$(ORT5PB4A`)@Ez1AQa>D3d{ zLjn7MkOE~GDBDCysh7V)U7s5c_duvHq|_7Jn2lI`oa_cVUsXjqk)Y!dt{T8RSk#|I ze-EK+A=^HYZDLfLdOzYZBG*Q=+JxD-Cf$y`Xe?_H<`RUl6w;8IEPGu<7$F9Fmp*qD zDZ)YuWf>T|CQ$>u4<3(tI4L!RK{}o0w?Q_W<+j^yTl)J@Va;Q0U&by1!me{VXB}OfN$EU^FHBUL@$bOVJpzi3~xk645Exi%m~@8fR4`A`rA|G1B`Y z8e@t#z2QvG-ME_FTjxN54D^>oYfzAw35ib{*t=b10K${B`xG(+yB?962(YV)R-Zv` zyGLbx0%t)|Jlv$!Z&6v7pgLxem{cVCnxuCaSZzhT7}9f}Ph&*V7=!Y9m+bC{!WM(T z6{v%8`~-M83$vr}%MR&-fp+Ffa2Fyv>pMg?G*>7Zg9gcig3_@eh5LPS+q)!F9im8( z-6}~PP+WB04Xl6R4u)>%u;$+)rf0MCoIZ^RweGYzBnVEav0}vn2xxUJ(srB16$7|V zm(W!lTbM+If>ys``_3U`7rIHwdq4hVYIhe15(?2Um_AwJtg6$qMOU}}<9T0a;v5@i zsL5qNIhCo+dG@~;8XLMuA3{gbnosbt@yoEX9_BF>`tEAe+?wOA=Y5iBZHsn)gr8I- z_k%TWfdZogC;j*xPvxcgm=IEGouLqViPyGJ2^W!Y5sjAaQ8x{})Gc(Uyvk<~ZfwbP zL@Ke=y)Jy+IiJkN`N-w(q*-oKZ9QZe*s&3*UvcG!p$>gF44v!Q>FDXBkf?4K+308u zWz5!7P0Ly=jtGzoHH=P(T&QU|foW)?)$|-xYMP`50aP0ZDIe6i{{QX0d6->QmG}SI zXT0-Nb5+KwBtV!$08yEP;y^or+S=NV#0k6GmxdSn?e^9FDN3uYwsd#Ue#O?-2BNk& zOF%_L1QKR4R%NKvTy^K^+%xRoAG=Zk0YykiDmkC$xzCfjb?e-H&RMCuYVEbYU(W;A zQx(Y|Q0K7kI@mTM9z(A=1c?|FN(2!DS)E-&ETVp<~JrW7k%NviW!KPFkKbIninz(5j zDFj-x1ya)LP0{L25m-7RVxu)(q^_y^7>gqF1@y_18nm)ZRSC6Bf<#1BoDE$KK_%m8 z)jfJ5fqd%YIr2<~HGis+O-RUrCQM30jwn*QJhIyz+=O8I44?FFm-L{I@L|!< zn{;fF^xiJ;qJrqOhh6chb!$W>9gLEazG-D7iDBrw1FR8~>?1`!@~Tx_aLiKPef@fB zyDFrInn+DhS*ohDdoR$)ZSm;3*CjdZ6Cc(wY67bgklI=zI$9&Q)gigpB{Ezhv$;ZQ zSAdt4L<&BcZ8cJRJeq9+@6i<9ca;!pC(%6Bp9vsb$e$>&N`!Ho8hrVrZ}aGX9#8MDigy>w-^fcYcohBq zBt5_JN$&B9WL5uYq@b?XStoAivYY>!j_*du{l5f-WlA#Yyp8Wf-x4Rbtc0Bx#3y{x z+aNk6sV)h)=A0iLs<8Zn$fiRO+rRxzYqr|x%uZgLYG6my9knH0Z|?t|R6UGTYIC0J zqEN<2*nH~dD;RuigfITz|3T(epQ3aeq@xlkufGS{vZ}umHBGM)V_hY?uB*1$BliA5 zDgaGaEd&kaoFpR_=Jru!Dz17!$EOgs!Hhd z1;p?KTDh*?(`lja99QiCrK+0VPsH|DRny7})K5l`wvJY5qSrmNdXpfg+7^tWgVyxX z3pG^%oycQMEB7jC8h9(0Afq-xM}}6Ha_Dli(b?fG9~rX|vqN2?-c(8ex~3BQSq`M5 z(=!>?ghnr~9P52NSj*mUDwZaVjVMmjYTb)EFaJm#22y|V`b zu=5&HNVJyE#2F@$X=rpv3diW^tyzC;PvRzZn%Q;=$7uKwNo+(VoNmfO>Y(``>H;Ap z`sdr&`_E zvS^)7c00HUlg8e5QVlR`5_76X&?WfyvGb{%-N0z1shrxR^FJh!l1VGB;l4S~aDR&9 zmkm??!b1A)XfS$i60N4Ac@jGh(=YOPP7;!k$kYgLpW} zNIXH-1gQu7_L1d$;8j28#$_*}wLOJg*d%^m6uBXXcUGPIR)3AN#XG3fvlvY%9s}`V zjeq~rYk1%FhbAunAUz%Eh01IdG*H#bR2-2n%}v(tOW^!s2`!mWV(-fmoL#ub>)mztfnqsV#uKVp(xV-e zf7&j}i!_AmqqU%TtWtv-J;!3^c$1OyQw+YNhfn|gF}&stCvb0Tis(m6v_B|uvd~(T zBY$QWnk%{Hum6ke)_~+Mw=r^_g>NaFQ_ThMC`(-0z*(cp-KH%hizBd?EOm*zhElE7%fG5=QQzc!rB zKzfGwkV)=QN$jKorzH1MdS8XWfWLd~cc}FWl7l+AO*$JUj-y_TV%7x7M1w}B zOaGSwPXFphxapMtpnOh)-ggcmb;(0l{VUaTYlk{KpBA}$L~TpYCR{QVS2~r3L6A+U z>S%8V?($yzGgcyO8*SH^s(AVVQc6Tp4F@HA+xhf&|AvL_3GVyFW&&L~Ed}jqv|L8X zEX8B0qU!l-JKZp#RKeUff-KES3~3q!lE88Bda_Cvb$06=AqbW&P@??}NAKCsV!<=!8jXkB?c65Eufx6maZU-;dMn@%GpM3V<(t z;a_;)=C@LNAV%&1jfvB3vfF+9sLiWC{d0cse=g)3Z$E>sjV+4(CYh~Oc08~EKM`Oq zhl^i!A3xo&n#dFkzP*dsgn;8CNCVox8fSP-3ey26EBQa|TlkN=&mp1PEY4rIRx{og;B7nr+785T{BRt8LuN{ZGNaCb4O2cXH z$_`+BKZ|pQ#~1$fQc_a^r2&odu|ADLhW>9!hA#Dp{y0mv0Y9`?!(|W~DDdWMuS8o6 zj|9EY<#5`^-;cZ6`@_L=h|qFbmB{#kO73=#C_(#(jaDcVWK(E`Dh41%r;xeKtfi=` zfQwiZS*?@oNb{+iuVBZ$I~d(PgQ(WfG!2Kwkn%XkAEJRla zXd1!fG@`E?y=)OYHiTHvqqd?eRYWd>R&U|wQivUU5Y^djb=yF{=W&9S%MjakAxbtz zTNa`b{Lyhldzzpvi7o_ka)#t=i-H)bstNo>J>bk%etSESxSlox^dQfc;eXIuQB%)A3S|&!Ng#<#|*} zLqg^YVNx1$L{VPfOJ=M^U4(m7b97nh8ttoYYe*YP0-Bg1STx` zL6f03*u+K!J-;q7wK|3Hp?H3i(x!Iw-@(-CfPwEiluzy;```={XSdUSTLi0W@!jLk zCOsLTxfyc263qfmM-sHk6lW__iedh{^3gdnw;K^BkfR zg4`At&QcZNzB@gvLJM~B{}8OA0QToSG?_R?)%%*s5UbArwTM5DvOj9 z)yzYkc#9qWV%bLS{M?I>pD5t}zb+bW8pH4MN!+b;7iUiM(JMMV8zwNCoiwk{koeLl z`A2)`{%wWY!We!;lGk$a^PxNJcq3~3)EVC)R-YiJ8}Y0#|KsOCca%R6{up2ia;WasHVC zGLUGU?MjZRR##P7DG~K1dL77RR3B%x0YQMC%OdwqB2r0JjcvJVi~qO*<%HC7k)1h& z=i_##G55?$K{Xm^uDjpSsM$ocWs!}Bl258P5iOU*Ru8G`2u(w4&nd$J(?n>3RyK-N zs;a@Qauq67h|VVAelXV_;kT#JT^DK%{Qf?rT{^3EO5IZfVEGc7p%ZJm$gxSx#eMiG zo7mnWvR;Q=2ED3!d}}B65*@9gO%<^Usz=mYu@G~3TD34#>mUP+S_6C^zpovw<$?^5 zW0P3*CP7<@=;j$U-S7E$CoIJro*})XJ{Kk;I85U=B;)`RCZ!=q6!k7aY|_9HYu@3q6xvTfA}arxo0!h_6p{4 z27WF1g7OlBW{1zRHM<%8=29>M%F6>XkIzl#g{R$h+ zfz(cjjZ6COY_RulJSx9Vkv)D2f3RIuQ47j$boxYtzF#^t+a)ur+t3|JW`|4ueO0DQ zS?p4P)S>MmL8RzWI#H5N)ev_?m`Nm&3pCDn{ljc8b>RP`4b788HYBnBYzjZnuy1PP zj(<6e(i(^yTg3Wd6sru?*OUpirAY07)}+nNnN!hL#fUgn3g?<=jzH{*k{I>Tn;MM{ z1NWpF%|#iUtYGt1DI#~-^gZOU_ktwxF-dwmL`oj5gvR6B%vA(X0rv2rs`9S*aXQqURxAnVhX17c;za3 zE~Ao8O@mkzGh!2X9@k&}Ee40nP^utXE#+twNR?#G4i5=UQ+=Do3Pfxrif`Mh-?36d z1`=WDYE8O1*Rv|CRS2YVU;s>1u7llEjdzF8eVP zbLWJzgmpcb9S)PWMeLp(>bR){1QHpGV2&46+d)@G*^r`iPNk{iM+~&#D$P|(F^dk` z@DzT+#?5tOJ-8EOfH^*E{c7s_10}4Kh8zWiJ*6Q>6m5_Blo#nF_qNFHaM7CqPR77* zOEUAT9<1FqZZ?9^RQ}Sbtt9{=Gm=&cu6W})eB`3j8EG{rjaJDYtNw0lc0{T4gIN=# zw(Iz|z)cABmKtvQ$xlzGvcNz{Xe>}4e!2s>tsYW`)K0b4S~|%kf1E+jXRW!Out+{2 zxl?ENcl)U-BFDt(2E_pzs~|vwR#MRRXq8>BiqafO;GSJ3 zeQlil87`Bj>C_emIEx(gCNw*3#G*RYKEdQ_L20Rh{<92LSu$~sPb;kw(_+7YHEEC^ zO;b2QqNiNy-2uBkdJO(oJ1H$S33Nefw@3Zyn%}h?F zsodA`)POk*5Yfn-cBib>)zFUTLo|Xkbmpk&2}|&~^;fX+ltm0~ znNVBop0AQC&r_AceR5Htjw5Fi)gVxsrFAs~BrFRNkE&{Aqp6;c$5iFg4-oA+HE^YA zs)tetw1RSA!nP3OGwLmDQw>OEGfE;Vn?fWKXdP_?0}IqpQCmv6EKTOo_DrDf7{M4X zs-KJ4$V61>ueN0np8CH-CZ&2dJ93axeWc_|NY_&iOA$l$yC$Lp{e4R6DQc@~>ufbx z_yNAHqvb2gG@#ZXvUvo}aS5hokWEJ=+>r>Wdv+sQ9>Ic6^jZrUk7AA$RsZR%*uMw@ z=x(3;0|HRh;ijWpo=SCsbZk!GUz;poZXH1gfl+ZW_DmvE35;R`;RXcD7JzLN#3BT3 zDfD`4f1K>AQa|Al5^|&wR!T#TC~7@AnL!UJpt8WgD(}-Q)mU_Ep3#eP%p7l%+uFj9 z7&uuQtK?!deE#Zn7jo_~OL^z7zJrq%R2PBp0U^=cfYcyrtIvhZjs`QwM`^TaK$65B zXmo-X(=qBkx}%fb-lW=V;oE{%T3}Y8`?P8HHanT{Vnn9Zhl=J&;$s0;*@x{QbwRUT zAR|7N1twlp06MKUpNg*0eUHb?2?l0O((H`T{W~8gt<&0;qO?rX^K;3}3D9vrIE&*v z^tmelctzoJ$kB1~XLM5Q)yVAd@ohn5uSs-DNmJFk4UD>=3Z=x-ax9m%0P7E-7r9|@iJd+2wkdGG@U`hq&mY#gI5$)D*G z9kj4ZF!o{tZ=gZP4{f{=L3V4Mq1Q)=e_|Bv<^kk}99QNqLvITx4p_KJ!Qute$WkY# zMtAY`i2A@T{;rEeNuoEPu~BKE`munY-gzpyEh<4hEb){ik`|wJHVQ0cCaEfn6H|!x z9N0=vQ^cZbDqaW@Nt;i8`$G(E9%b`=L!j&UBV*{j-E-pf2muX8d9K%LNYhd>N`bN; zC7nP7zDhjnb>(<8o6HK!QWNopq1I-bO1IQB5U!_u-*r{>l#a9CS~QUA{WVP;Q`eF4 zsPcDrW<~c$rqtAYJPLqpGzk(hY%|KOn?4G_YdZf1XSx8E(j^rQ2PuS-Ofr=HsW1#k z#L=1_Vr&}e`{+}u6#>tKshL@aDre4e)!H$p+7P0%uaOcarq#8rH`FoPQYt|%*U-kN zp(CfPOKl5LsVjwmcm%uvwN=OIh**>$6+WEg;X}1ZqmTF1x8ciTY?~Ju;-E- z$zdNS3)3f9R2JIA2J=W=@bcH4!r80(S^K&5j2JcCq@d%$06P!4$0bhAr2YOfnH>)4 zp(cT;;U<*+W}{uB)~B}qy@!%3^&*YtxH%{D>3PuYT+MU8!SKXzW?+k&Z+OzNGgjiAyWkUv2(c5Z;? z3Uo(e7xrHo%?}uUT{pQ03$)S_yWmn@tYI{uvKT504I(oV--fo0I_a$%#Q_6j+N3-H zng^-fEzFuq^s9@Y)E}X_z-9WrF7$$dRfhOpf#yQ~SRF5>vG;rv@BS=jF4{$PfuQTn zyU~gUjYTfiMG~joN9>ItHE^!vJ09>Koq6&|`a*m%Wr=8tB=K+LCX%NY9(As0QT@ljhn zVv#wGQW3FLA80BLfm8`)OGz}z*~B!6S&&Ps>SwJ!C%`XjO4UH7;%Yj+<<5!Yi=^_K z$M?~uOK7zQNJ+4ulVD;>RVNJ{5sjeD6cObo^iT?+62u@-Q|?hEsK3wA32pX2Lpn*L zCr+@iQ+?m_5KRY>P9d@x)y5F9RhvS@BB<3Nsiyq__5D~3+A?SzZHQDt^`LsblAel1 zRrM3_vvHMN#v-$FSOG@S!R^hdB;Hq6u-F#THj#-a($J9c2r{9}5P&C`6DT*WAU%8B zeaUFcRRe0d^!_;Uw(lgLbqRz@XoA`nCh z0gZNzz?29HR@p~)d>S1Vkz#<}lEg+djHYDbbPao2kh{yqth!Wt462I-c1h52e-Y7W z(Oi;6^9|~q8rkhWfguPCiBZ=OQsTxnqWM5oaYt417oCzMc4;iRbdX2)_7ZvAATR|+ zb^ixfqs>Bd0=#sD#2%>iT4V-&+?YmWMoG?0o#~U>YLMO5B)>93Y&gKlYQ)9_GbaF= zMaQOq&im`s|4*4}p&KJ_u;3Rhn(Zbt$3uEhqB{~VE-0+f@ZvsJQRjEJA5Z5aKHE}@ zkhVlP8rtF-$8^lFW8)%fy&58bv6l!U{bl~|O>ZVxUPree_ZSq9l>~iF%)Jp(_aqPj zq;@uu0tzc)ckMFPhGO;^30wgt1vmM{!ed6oX05IlZ>D9=h`nFcbQ zP-60_q>^^hG>`#7xvmm9A;4`RHGw`^QWZ)e)Rwre&B`zZDiN(WLDSTr(WI)Pl9=7P zE>%@kR0w3m#!p#TsibmP3Z(kEMg!a@^iUcGptMY7xq_CMb$l}P{jym?AX*;L(JG?W zRLNq!shpk?aaCQO)hrd&I#lY2jy77|X-oje1x@TX4!}~!Y&iSRwcb!YzSeA|*D{rC zlc6D+F8cTkqAjD&yXhc=8kW*(4x-vXXac_@jc9tvL`>Z$T~mp+Z4%ffTD37-CHKKl z?E#|J*e?@BIOr5|bZ~h7mJSJdjzl((V3h+jPhyoNdMhBk4Qjm_sofqO8*4c20izfD zbpOufLw|k_pT78I>{>0U?JlFW0^;L7ZI5|W7igq6SBQ-YoHoJCiBXVH?2jNdffog{ zA~EU#W({h6g7Fs#0#h)2VT8g89nTi{mcXn_G!Hr+2xx!QBQOM&K7;fwhumX6@o|sh z@o6T{?nHNd#$VB*yv(PtTqio|(suVanIV_dE)O>@s4Ub8Ou@_vI_aT+@-j$_`aJ%d ze)_&`()L)BYM(~&`29(#eCHI>fbD-_Q(FMlJ`K&2IBDfPrFoLfqXx~hs^qV#;l%__ zN+Y*=lH67Yse{|sLh~ik)Nud1i$GT`4qjYm`b2>|w#wA%0I5N0k4I!$lHR5hos{(b zvPIz-oxWcMyzAUwAuUP!`Y4mPEF!sEptZosNm4rm_0a^uiW=r4ahwjHK!@C;lJsvP z#D@jF?;K+CET0{3u^Bl(#-a;%6W^($H$iU*YCSsEj84Sx=*U!=Jimo@M)A-E<{zTv z!t9p1XgI1`2CDKlF$KO)5Rc+_WQZGZ-Ay0lrEhvMlY8?7`;yIl&Q6*(XE*BiwL>-y z-5qG@6tY$)D3+9iRK5U>CPBnN^mWhmno3hw3G%F~lhO{2tL^AwNxe?jlt8>~BjZuL zvh_7OkWS5nKHnsA_38v%h)?>bxwIU{Mc3 z2!c{s^?d5;V@oU55aTm*4o@ovOz(Um(aARYI=o$hM5S2FWN!wWVI~x=Oxj zB9B(8spPuWKvrt%`$8bnNra{m1aej(L9|qYi)E@-2Vd!pO3Os6 zH1X3B)gLP*BAr5-h8iBLHPv-(%c$!Xv5>j6T5HtYe?9!*sgID5BaAR94LPEa@hGvq zRh+a=da!{TQ`I+RIip_FduKq~Z%y9&{_{Ea zu`wm0of-tA5wQ4YP4rekwO2VrrFQK9FK%AnhTa6Tq?3D0k{k{&%RUIODglYTEuu34 zi96yHOL3g6q&xt|SK6udnDqX}qwiLO!g7PX=S9dpR3^LKW8v*Bsy(Xb)!dXIwL`~^ z3nos}srLv<$N5xVQDthCO~(T*+WvMY|M|o7iS0J1_2``b&Ieig#_gnEIfmX8G}{D; zA)Uy53B0IEs>{oibdlyly+^Y58~wCx(usCgmCV-{`$&uiRQdzHcKH`6Ur;A94a?J0 zj1ITawZWu)UHk=(#%GCXAS*RhnR8kQ%Tx(oqk){=Hb#S#F8I_Bu3~We1i!g;ld6h> zN^L9Eu*z>_A>av6lKYJ2RWz#8wfS{o)N(rPA?Jv(Jke0dzqUj=9E~4S69!}QLoIIZbJk1$8XPMXResQWVPS4~N9KIH%Bn)k`0d@2Sz}A+~qZ&yX{bg zlgb`78d0zB=|Dzp-amN>*A(8#2kL*W{y?-$j6y>tjcr+& zoKfeTN+RM<_`^Zh)wcV{B*E(A_78bEEo35!zo3JlEd{QNpN-L6l$o83_f(R8>=J@Z zLRC$>a(LO8N&vk8scV>1b-bP|T2B{pNuRnGjV7|E4dM9&nWRzz$Rsulsbl~EEI~;` zK~$-o*h|ovC0Nj@T$p+@1j(rC<+W{OLOD0dcoeTUhu@QT5-gzAV`Sq7`;p#_;y={~q z{_hKkk9(lO-c7xjH7K0hL~|w9K$(qSIfeX6owrUSsjVCszTG|BEVyBf0XdpV9jhlhRU)uYB{B zhd4T)9ubQo6Uv#0nSx5JJYV%gCgP+=r!aSq@UNf$8DF~Q76Qv87+9#1L0zA#l*1$t^zD1q^>ck>E{)dRseYzb$4}Zw%Or?d#2+0) zj7*|c>X^HyFbfTWn1#Ed4|hc$)s^jNr5cSzX=Q#;Z(;AALFUpp%e(Nq+n}eD_>MBM zZ8L~ygdiDH17UTQpvy!I;RP7gmXe^d47^Nqf1rfh_aR3CVNx1$M3LDv$;?TD%0i9K z-xSC_Rwc01bbBjh@E4za4PRdKD$pdI|6U_D<)ar3ipzA|1Qb?Sm}Q^T)(WvZ5(Mv` z#($F}`?%`696R4*#@p}B2B=d_1y}tnM2RR~d8Rwxh zt6Xu;O-#fqEZN=7KYi#!3|!wq@!xble#tFtf4_kr4M^Rbq%{>|>bNGS|IPKh{NgY0 znk#=yYP-hLONQ9{${YjNZAM#J0ie;QVOIj$?i%H@FTI%);v+b>bkXzkG0d{k5N)pS zqHUu_qf_9%q)c>NBRVCiFLBxa=mN5jYUEFpI9WmQ*d%UDU=;<`KH7RcN-U z>htk#spWp!4MbSkeV-vdcp3%K^XAK?{$c{a68TL_{SGGZcJC9NbQmfGrf9Hi?J z>>5^fwdwOKL#dB^aX>gY7$`^j+5~L;&@fg8CAGa^w!RI?}A|T+B;#quX=gaZ> z+K|;MqUGZEwt>?^pDfXARd`+Z|KhbPK1L&FtBP^8fr!|c(^cs0BlQ~u*K1ThP*BMDs{XuHPXk?l$6CN^T^As5S6=+o&!}qcuIO9b=edMG|-K#9h!v^nu;@af?=GLbXz~T(njI z8i-Pb#^NNkW83jM(`b7ql{M*-F5GMsMkir(0zF?v438r%1FaEm--jGsgh^@05rvE? zarvHmnv{=AGjnnR%?&WC0hhn)TwZeF5SAJJ&^M3`FRpt<1N;3Wd=Qb4U!Cpr@_ zJlH|C-(zQInfJVQJ(H0ND<<0c`~!c^3P(Y4Pxt z|9WVH^BEA9rTRT*<%`H=5JHg5#rf2&SF&U0G(WoOend2aAGZ*@MiF~P)lgBPq$G@% zEWlg60)5c}f^-6HMtQGeTZm>$4cw%Y1lbf`TY_eHTval49XUJ(UF|9{3j$&d98h?BOeY&EO>{3}JgRaMhjz{=x|E+Ts z)4zJ`0VEpoTCx6hMMdTQc+}IC!DxkC2~ET`02Qk#o9fhdPe;~$wZ}-$c5eNm{Uc( zgh^y@k{}jA##PIJaD5V6@@R#M8fuE!kV|7sl%PF}Ig-cTKCapk`~c1IKnPmPdx<|Z zs#Gy1iilVQZKh0M>loD*BAZ4o?xne;4S%2yt=dG-m-h$CKI4NYK0-o{Fv6rXVGUR73fWfj_G7B83n+L3aZEDXtb;C{eiD2nW1$%Nu-txX%n21$KG%U1_bkcQinGb*FgXFgO6i$$QguP=)E(bG7w-FTv9tUZvEbix&6y$Q5-NRo#;{;h|>O0o!FEQ zt4mz_oj0)iHw)E-{Z7e$|KJ?rBhX5kjGPxCIw6Se)v=~^G)HjDl^3fX+aDxowo6vM z`4Q|1gI9g~N*;e?5xX`nz-WMY-3+w_0r63I*=6sbuQ$)gFBdX%qKUV_q0uF=CJo$# z{mX(?`}GoMc>mn@t;3%h@Pzjgk%?;RSwFbuay+nVzO|=J@CR#iO(*^vVoT?hmde&>1w30T;q!CSr zz}6ADEFzmm%ViNgohpegRa8~4P*n-GY0SDj*&sAk(e!+N!Cic=dp!XGS((N;wnz25 zw&&0$@+z@R+elqU3V}XeKr~w51;}CZ-V+=eG&6TQuxLm~<=w#-& z2=xVt*~)ek%?%KNL^v)^{}Wuu!k*HQqkvGSG~|dP`&bzf1VpDj^om1sL6YoCySTeB z#e3I&16gsA35{0T015fyOb`$s4QSikB#4asxHL=)%VtQpN|*O z5N<$hOk&i1+8@z)EVYDaUc-w?wYBd;y-Q#hBu)m*nj}6Z$v#xXPuc9u_RypII9Y*{ zGcfAlWDLCH404Z3;-fB0Gw)&HQjNxg23?aSl4*m|uRAbZh>!V{;zj=YMgL7?Pl-*h z&@pOB^d{6hG=iAN*Z%R(NTy9b`|DSuyOPT<{}B_X+jQ7Dj3#JhL9IVUBd62;fW(@p zVlA?1bb*@`^xZatc7ec)W~uclYu3c~Q&biS{HUaSVhg=!(Eb1JK55|CX|AU~WTHf-QzCACf+ z?Indj96W~#Z&tFXXSYEzLLnWdmNmqI zVtY0Ie&ns-2mE99E4XeMO(yp{DoF_q2fe1WL#1UZ*QUk2NXtNIf}poURTvE&k&LSZ zu+;)NJLuGOF^Ym989{fF=!F`xP(pKBs;@HA{YM#_pG8!8f7pX-nRHnFZ6egs+_K87PHk0%dlY(5jR zT2ro0=@iMn4nFn$D|zLc&%}3qRc(Y>5qN9=RK9JgBrug!LrG3c^^GRtN{2L?P|q8N z(f~E|Inj4CO${))E;1fPBofLZ)bk0dHTAr$>_|m2iST{2?oKdGHNfP~R$q--p?lv~ z{iDSaew$JZ5T=rk0+5*`bhaUV9~rUP)HRAHJ)~tKO_OsPry`_Knw>)9jK)gNXq|wl zJJ6n0`k$tuv_Ex?pj<(^uJW2U4V6&Olxem{!1D-VCNdVm&n0H{Lj76yDIHO*6C@)_ z7OJKytHKXd<=IsFuF{-!fYLNXG>Vo?%(XW7Nn1HmC1Z$v8nL>rv}RkbYI`sZgdY&3 zVslbkK{`ggH$sq(sX;bS!&Rn%v@N`BR1Js;fl+Fx_J>pgr+dE|f%N^SJVHW_G{U4b zY%qI(Y#N`CP}2IB%jQR zj~COKIZ-({5kT90I=T~JR3W>~#Y@_xc6&spU5W!5-M=Ydj$6bgJz^7*R$mLNsGN(G^7fLWcBIx*bjQ*Q_Dyy34 zjexeteOlu&8lB1!OWFbNS#lTS7kH$0`@|=G+P)Fzq1_AcQa+^t4JRuRO`X`V!OThn zaYvTq9dV))lD;45w00&jw?|2Awy+| z!Mne51@gf(t))%nQ1xh;?!_~QDk}dVs){FxM|3`U<9ir-WDo!K*&iV*Rpn-sQd_$+ z5mnpEmZ|hIBQ~;9QxoroN{syOEV8AlZK70FmYePqhGjHu);E4O$<3GMdJ{#puD0@} zRQj2Qu6}-G5~&H*Uf{Z_`l;*S`KnSm>+mFW4SjS**_);lXxWTPp35rf-e(3NMyFw> zfM~hAfA1^!=q;RY8dZ`?fkY(Y z7*iEQp^Todsx`(U`;TGh=p)leA=IS)tbQrJuM&Gu*DGQxjaW@n)#P|oNmzM-YDds# zMUVGcof^9OBO#E8maAF{OdT;krK+C|m*mzG`b-74D+RNCzpdUhekO)FQ&ak@Emy6% zq6QF+`V;P5xP2dT6c8q*Ax9K$PX;tW=duo6U3WNKU-M5w3X%{Ky=2vhPSj{Y^cE$E z79~pb7H!!Ou|yEP??&${B3kqyT3974L3GP5RZ&z*Db%zVzA zGG|6Nz**r8Th-cUUjxJd9dmimk$m~8_59JxG(B&B8lFN!+)v2;LINYM zbOi?iK$VL8F-~F9+RKRuLgoXR>+IdHd$kq48Y9y_l?X(Q_+&lW1@0Z=>JpTsc~Vk4 z_DY5Q%5?ITsd5e`Pc@S|fb~Pu*zJ6s)RpNYjK5&v8Hh;|w2II{UdeID>RSsmyH6qT zfU+W7Q+S%qd2xEU|5`r@)q6Gd>kk_=SjtH=DnC9f6VKiJLo3FkbrSV)1o6bmbtJSY zcAM+z2uG`$8m7PQfsCv75{xcs%3kD^bIh}}q2Dp2E^$*z_A?)+u!}vHM9qz~UehHd zn@9s8gq};`s#&T%WJ&bKC9J4LEu0zDZ{$I&pvF!ySsl@xEE@FYDnj9H)7HbdE_KB( zl^vyNvbr?`YS%OZ3kN2r7{WdLS@TLxI-^vWufN$948EltAG_UM?h$Tp3wcpvG^LQD zz?UxMP#^r(4TSaM`pz0lW%{*jBc%*8KT*N)0nxSbg1syeR-`T^`^R%}dnRypuvt z=UBhZG*sbNKI-U4Xc}?3`D{#ik`_22trb<_(1iF&jBsxo8;j}dnxtPjHX<`C&yT0u z9(yv=$~@{^df!K|vK!cLuT_c5b)%nlNj2p?yPu&ySoRR*eSo>K^r92E~t4Nx<0B& z?x0KcKIA7y<7|7q1J9D7MCR40dP+ka^@AX}GMu1DfZ00-T@Hd1gTf`UE54o}-*)Zjy{vCplE9iwFP;`u{2kc6oHSA_xa%d#sB5n1t2y6u3Da`X z!A-)3%9A)1FU;7t`@QYdc+u_vD%pEd{XoB9{Ne)W+)@Z__>4{GVgKt-BH{G=T$B zI~eDFEq>8A@`Ji?f5;)U`D{=jZzqS9>O=EGO}~r2Gx=WlW5c7f-#a?*3u2y(J3$&c zMsc_M+*3H&K1bt5qnEjW8O(O2?nYwQ`$jMiMCPr4^p8a9VZ4mRgR7V--lX4UhGrEb zy=q6B^9E1hpWiIe#@Xr6C&%FrXN%7^1A9;%cWs>c&9Yb2=31dbA--~>l*x#aF(nn( zh$4_nS-t*GMnVp}U))|aQrMA3k5`1ezePiJb82&Ks;tPl1oN`7h;;p}BIeQ*sJT_N{ z&gh$@$lC{g?nv2oG%W;vp|9LUXk`b(w2FxF1@1brd`ZQZ32bx8Ine~Fj2SEK4{~>O zC2NN2uv8ithGg_feXAR%ZKfh6TbWUr=dgY9BZo#a=i_gqMZ5v~siLvDIqVlqubZlx z{@X6Fo6Zz$nPDs-Nhf$Pt4!`ZW?xIM>9zyKAOe%9uB13 z&{DZjxKy*uDhL8^3xs{3R>%_z36HhBIcyRAB&{Iw?tbj;oUF{K3zrP%%^CZ0gpXPt z1F?1-v+Q@gs0`f3^{O;!n9}HP)C#}=;1c$)v1DP={rd9Yuh}RkcR$kuA$P~27puKA zY`8W;A1AK)Dxyy>I&|lMQsNlS#igAG>FLPCK$d~crLTJSns%rZzI1sJO-~4n&&pej z=1&>*KTn>Y2Btj*nz9m5(6$b|6EX)>baD-K?~iOxUyAh zoJaGV?wRk5waQ_lW&Ob$?xSN$!S)#EjoHy|m|D;W85JHDnXU1|oxwCu?4ic8oa zEjKU`5i1|v#@tcTp#a_#GCf%59?|F+(#q4$fq^8p*u~cfk27Y>q0zBgqYp95dgSU| zSts^m(NT)S76|H+96CtKo?tveNG)J0c}`VL+l+{;w1Z*R7I_Z?A=~0 z%*2(2|9t-3xF#S3O6R4LiYpry&+2#oiSG~{k@*Emx`b4o$hzO>ZK;y0tv{`BorC;^ zv86!jBh3?SrG4>m44?Ro+Lnzk+jg|J>{USw0yH2}ZEcQM@c?2zM^Tj_4K(jPP4-R3 z^5PDHEc>2xvy*O`t zHh(@EJw+#~mn>J#s5~umnue0S^i!z}ldv?<$agC*TZDOyt9}ZuDtqUU_>#r&@)spD zG3BObV5rUCZQBpb0)q?>@VCS9UZ=xoo>6JN5M~sCyS`6OM6`V$aaaQ%-)e3B?J>PjiQToU&Z27Pza_t0uO^hjMUCQs0+pDXi zF-p@M2#knMM`|0!4qu+9T}jQ!N^jF`QZ6+s*y+MQQ_}9FPWyYpcKz7dL06ynN43+j z&%Y>YmFsQ2v4|d@zLjBTA0wxl?5j4>Z+T~vaUL#C2+lgU%mt%_`j%Z+nK8c&SbtMn-pir#7SqaCbVQ{b9m7^q4Abb#L>XMe4tA@VJMDZu~{=+FVT?qP3 z_Nyrl`=$XZMVq&(z|l~xvT~DsPEJnc5hfZKSny5}Z^ndWF=Hsdgb77aQf#$sYxTNA zlg`#j)&^haN@8Zb(J{jDe1>M1j?38lXdHw!HRlz)AjuE)PJZvct9;Wv+}U)5;qfrm z0M*>lQqb2hk$A&zVjON%T1xt0JE2BU8`#N{c^jqrvrf8Xb5+%F-+GJjadLUh^sZ(Z zZ!hO|oOwj8owi$Fa4TcoXMx_L6e|aRCg0Vcf1V*e-`?!~X7q@wIx|wev`cRS6BW(i z$sDm%CJ|;!23$sPJ2807g)*qrnw03!7)Vivj9s2{?9AH)yD#9cO6zuH-oO7uDEXt&lW3R5yiiF_ z{M3FK`JTL5+5BOs{e9hX$-*l|7Ie2_7i)Pwe2r^$qx2@|?)?eZ?1dgsCG)93>RDPQ zl%xdqGVcFEcyMuYZ4!{nyXn?Y+g_OFIZnBBdX0?KJea(U{RY70xp5{C~?!`R;x z%fl`&IJ)$L7e6ILFfuacwY5REu-e?6^Yim#trK3%%#LkxTD8yQ*02=P+p_Rr!9t_) ztU0?sd9Nm_&bGrW*WMx*#T^wE=7fT2tJ-#?5ii(0z~9=cLL*UNda0}QCf3BQuY7lj z*Q-Lf5yu>JkbSnp-z$2D_+N8`-*CA>tPn{|3q6kqE)Q<>6ZQp_QKgK*X=HQ_dEh8qQXjTWJ!K6P$( zI78R;6}=-lCTi~zY1jLOdTR1;$S-tN%fYkJ^}U&;86RXwn8~YU5jnY#lC%r5gy5U9 zZU&4yq^Tr!ud_p#SJ<|NeBUdGI0!Y&U%K$Ur^k9&{KrE0#$@=Rt z%L~_;h9~48&bx1^yjS{Dc5Pb+2CaCf}zs~rY28`EP|^LKz^t~mJK?zw^0teCVNk6TnYXL9Sw zAK5p)7)Yh_y#duRxLYTaraPDa6QM4Ct;mLQ&RZ@{pU9!+YIZMMq9~6}r4re` zA_n}h6D@b~2I|shOuG{mW}T~pS?JbO1A|f{b?&6y&=~w%`LyclYM%X< zM#Q$sui;LMKd5thTBaSm61SAM#vOqz@L-Ew8U_}YkWtj^?Ci;|!kL&y=x!F}uVD9I zU!up$O_J0()wv!0?x7d_vg2JMkDA;sp!_m2GcyU##vVMaeAX>cKl3e-OY7$Bx0@V8 z@`MeZ+Iv6Hgpj)d^5`>yv|@1ZL-@%uPvgnXz*)N}8{dqU120fmOO@dK?`Blt!SaY;c|;)FlxwPOHSmQCK+5QQ z5JEj9xOYO7t!fEuA@*a=Zw@GSlS(0}2Hl`8GfndPQ(3>8R zht?;Hbd>uBN=mRhXM1{QUB~;_z*DUCS&ua{^^R-<@fd4X<8T9LatUOqmL3vuVLQ&h z`Hg?`5(_kl0R*}l8y~V^2MrZKDAODwftcRB`b#O0yKfsNc|t`9T~Wl zk^HM}ut)x&x>(Bmhgw{Lk97JE6!rldN{$T$miq7aLS-f64hV8^&ew&2 zum=R2T(^!KWzvoU;;trjo(5U?jy%>o4w9ci33F2lLJ9lib`tij-d|==0D}lBpLk$d zNus9M+;-QYNQmlxA=%NVE1MsYKOEzV2$_BMu$`F%Dx8{8p>Jp8jS91xNNsMC z_FuIwX7%o~xt2fKY@D2;YF$u6l}G2rms<&2!QXu{;?V)Z(%DsN+)053-B)0NEzq&R z2$4Wf;6D@k8qjV={z@xt%wzAy8AF%?_2OxirY1Bp5&$urAd}PwjFObI;jqhTRzbWb zmVS3WUUHlL>esxk;}P^<-aVP(E&)qSbB6`!)y|L`c02RlQr1<%4$7-yY6BrGjEwAX zq|eA>x`aUov!+*@GrPNTzvD{^_SSpRyMT2d-vQF|`Q=>f1&pnp>xF6Zn=Y_*i`4z6#|#&%EAkn*fZCLn$aYz#S{i$`7zi7s89b?|ah&ZnD~4 zX@!a~ohy|{BsS)R0XzWVHm(n5ZJa2Sc!ji6uAIy`IdeIctZfc4^-Mt z1nfmLsjs&j@%81_(Ge?7Nt2gSCsyKLYv)w)>Y|i+`yV6_fpC!jfDXi?tr<`KuA99$ z=M|&mjAv&OZ0?gyXSRTKwW-RrKgnPNGA7rz(8oytV53sTk9PL8QmLKQqlZH!3{FX z5zIL!xu$b!^t&J^g-vs$EE`Pcgt>Q#dBgNNU!fY=xk3RPNdFuFVjI^Ys#!(h*OtVW zk32svqCKNKg?Z)38@9e;CxNLw;E;mhD6fesYa{^NnWc42JO~6$B)Ri<@19eCcj?_- z(2IpT{(7n~>~#$(N84GjcW-`YK&ZH_4G!3Xd^yUoW{O8HGBWbQijbU?)cGdruIIRB)|MRjP<^VuSw+Kv6?HAjick@^TkQGKPGsY}J7+|KS?$a5n$VD3{eV#v z2?>eb@iC^ns;I5)ED--GB7)foMvn!ok3y(<+w3&&#(z0Ben*P26r1vUPrXP>=(F!# z@kZWHkR7h3=Pp#cm?h!1xHqP!aJT1KTc{k9glm9q7#p?srzyH~X603_L0eS^Xk|c> zS7U^&lwp)e?$C2#03Fn-Hsu6B2Y~9LEU)|l3mVYL^UYti7D4NU7XGt-71nJqEuoe@ z=_*`fmu*7`zA znrJw{AQ=$iXRjqyz!{6-am5dZj7==X(;|NR&xP#a@e1f#In-Zjy$Hb^oQiqvkDDYR z(T&^RDA2Gbpp`y*Q6ym!@D$# z(TwW`{l&5hQc~C20Y~huh`K}V{V}kvx;0*SRT;R{Do-N&^9l p)c=roFBuTX`!6Z${y+akgv?$t)ULN|XSx88#$#O-gwpfy{{v`U#Z&+Q diff --git a/data_overview_mod.pdf b/data_overview_mod.pdf index 9d2709294cc6918ca0328731d50b32e935acd539..9f99801d86e685b71fda316520ea38ce63df69d8 100644 GIT binary patch delta 36 scmaF3Ui{&D@rD-07N!>F7M3ln$1igk8X6fHSQ;A}m~X#$nN@%V00s#Rwg3PC delta 36 scmaF3Ui{&D@rD-07N!>F7M3ln$1igkm>C%w8X1@y8En6JnN@%V00r9&uK)l5 diff --git a/data_overview_mod.png b/data_overview_mod.png deleted file mode 100644 index ec24f6fa1a591aa90103941a066473acb6960afc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 82262 zcmafaby!qw^erkX4bm8NcXudA4Bg!+(%m3PNJ}?J3`k3Ncb9ZYcMd6aU%v1A{hoXO zx;_rfGt8WG-uLXi_F8N236_@?M@4##1P2F)3X%Az2nY8R3LcgSFTg9ELUXd<7muT; zx}%bfsiTX5y$PI*fupUZjiaTxA+fWGy@R=pH5(%bBP%`eCr3wH2VN#7tN(oiqm8{8 z6D=o^C^!hBt%QaH92~mAQ}^%Olou|&wjYFq2KGA!e@P0{ zeKnCHB|M_!ttV=m{+`msxWpSbZzEN?hFH8Bq z&+}=-O8)!QjVe^}-=oqT87t8K`*b7i|9?=aPTx|ZO(wyI)z}H}%yfJIs*#Y25ORu_ z;bW&uq!gV4-MO*x$+)@yE7<&Sap~Z_uTR?R<>R&N)Ph%F7^)VXOBOm#VLXv-;kv3t zv>I&V^-b>K;;Z^T@57OtUdFVM`aY%LUpg0)5vGqTbdd4!QMbkzm0=Y}!lOYK>S*$f zFZ7ZL7=<1FUFkfKmbiqwnMpP5tM3v7DToS=2}k&IkQ2)S(fRna{p|%PncJwxo8~;ktFWS;{)P zW`n!!+R`)L-gk9YZ#53J;E!H!oko9l{BVEfHJVMEQ}c9RcX{}NjyKnv0nYL3rQcKIk2{2xF4#+z zaZMh1yGZ8waByTcvV1vxc~ZP&^TgJ1om!9YjN@?=-PVr?SE5=x$UPS8P8_D49DH`f z_3C$QeMO!H&0LJk*B+G~rJTCPEN%w9Ks)I(6YR_M6@l|S7@fYF%PiHwdl-w#o)EkT zKWBTE!TWO;7!wi7*Z!apUN?w89-zcSCztJdfr>~D_ewF7b~}q517UPx;@NvOHMR6? z8t*dOXjgKF*SvhgU~9S!r}MRy?4=^7Zx+l2VSMPPg+8~;B4#}m&-ZdhZigwgaa60l zoRD39tFbsbr;0p`ju`PBZh$+DpcW8Ebazm8?fN;olG?3FmzR&PBJbkD*;9~6tHzoF z17V%7@%f}zeadD-@{_BNLsZ*>i(ZRXXsCp%L6HyNnWlWAY%aZ1hA(+%A7D4vF_E{3 zKGzp|_SUy=jZRqVm-bcJI{;1U-Qt*`|Cm)29BB!%f1E^&-?sJ1Lt=GAK1j=$k4w*uQn@Pz8{&N zRd0^kBJ^RrX+%#KY|$*aL5%leHTk1M>xUbL4#i%Usy zo9)!@*3VBQkU|$bsWjK$dqV18l}<}3DNV!k>+?;^o7=r(Gyw}fb(bx0Nm)mcXm_vliXKQAD?-Jm1(2B9Tvz*DFKoQn zCz9P>=ceZBLtD`pgQYuEuI<Kpt9`$)vz3btjR{!E!F1@8@d=V9aT9dBk6-gJImXdMGi}DOq+fPj zJfH4{@vamB+tvurMx(p z7x(b+NGH=uJ-i;31dsmx>z!`*7ePi!lq?$ixjgTTEUEhoP)%mn8ewb5w-XsnZ8isY zR}5kd5Gg5Q4E>&ncN5h=7%4|GywjI`t}ZLO@Qu4g1;HNAs9q?@c2T z8fn5|^Pv%9xBd2*E_WGo84Q9ocd+V|?om%OHo3Q+q`h?ZbyO- zbTxN-%}yIVdq#PJu ztNQBY&CbEW5I7}OB7(j5?QNxn-)6t@<+afsVG3;Y8AMYO$y(Z6Pmf42!=_u~LPkdB zEw}CaN4mt|4qlQRktfFZ(a?~Ro=%wb%&gDEd83Lr0OWAS{kR2lF)(lar!ya_Fe2sC6hZ(d0CFo`QPSU5?Syd(iA`qcO%*CO~3TzAs+>%e=S-yyMFnisETqD6-9n)Usk2WM-jwsMsb46o^KIU-vXm^ zFwOnpR1`*sXmJ}5wSvtJh1}m2PWUgHbQ_NuvjVa+CP_f^LgcG_z%~PGRvXp)9Az5uxJc`ZeeXyVv)`nj@oJn*PG?B&%nyusJU!!0ofx{7OoY)k+ z>BP9Qn8;KR3RHiR_i#wm)YP<}C~;ymI*cb-l2jZk0w>MeRSY^-%Kq4DQPb2Imh}lW zkwdx$FkWnRkJt_RgiRRb5d?=b6B3OaYGTXvu=xA>K9OFRz-AZi$Vmd{-LHQaYTcG) zBFniL*t6RPE{C1ZZX4|_ZHF)jp1Z*q6!=3kblW;;_pGZ3e#?| zkm_0*mN;W1^_Z`UQZ&#h#RXihdRm79@}W3-N#t)Beq(J2TM^fY+9Ax&Ji_#;oyL>4 zYBRqY7=G?9G^gdom}jkEm&pUB1tCqQOyiX2z^PE_&^7E{Wml+f|KL{j%q8w!UXLGZ z&l(T`4CEsCZ(&4hRiUMJjII&LnaEd0-h%~6CJ`p|HB3F$<;#l5xfp(~yt3p3B&jG^ zGUCCM*_{)1(PGh+5;3^uiegA4@C8{}w4bZLq*;Eb+Epz|#!2bxX1!r8NSmauV9M^- z6@?aK#&FhHB~zH^M~RyI;=c*8zfUB3&`)gLK!_@XH%*ZRS5;`_jio_rf`Qf<9M%;a zpqQidqF$qGm)*!E$G%fdbM`M*^Scm*;Bo2j}mzyVQ3=1L~eA3A3W% z4KE_QVk$};N#G%5JW!}p`36UPNE9BC6#Q&qYfx?D9xTzkg2M8 z-O!gFQ%jMr-kZffBAm@KO!THp2;UUc&?^a)#T@zO{@@|=VF*gFdWfA*sx7fBYrL=m z&Ypzu)KXk8H)gR zNu3=TTuXnEN$nuxRPB`fT8RPFfnsv_vt>QQa;B7`Y+n|8kUvJ4PK5o*Z~W}92Ey5P z-GNzfwX{XGw3ZHpZ1tm&k94Xkx)ZzBt1iF-jB?$$W3y7eZrM2 zhQ?}2+G%JPITf3PTcCn#DtI@k?qt#25ufv%B6R$%ME69PHiF&tAom)Xg0L_6$>NVu z+h0^$X!$ca`H0y@65#`Tths17d<^-TIlE4q<%C`B5I4Un?R306CrjZneL@;27r5ky005!=%AA79&vF^PVAf#v_yjJ3G`Np61nfh5cPW&Hi$;BM`A-oi$GDy{!Y^r&Pg&kpLb>Y#9bi;~!o#eFd zWN-_jD{~M?@KMlDr;fE!@deuCjlTi8{4x3!xPJ>Pbt2A6dLjrPm;qAq`U`DRMTdNs zrc%J+XdsW9Sntf82RC{!nWrMYpi4A~Lg^Q;G@9ffMN&pC=3CR3Xp1CTnovK|(DC_L z$y`LV9{eVJQ%7cD_E=)xbaNb;t_e_Fg691S7ecIcd2Q~EJ?+JO{65knQg2h@fCAT* zYgGO@NmV6*Ac&7`VA*hheqX4rwPk@&B^vi72|QWZE6*oHJ>roLJoZVMy%^6jpG1pc zMs|IjKIk%VUg!Ir6~(Fuh$Uj@Gk;7H5G06X9{`f$?(83`Bo`Qr(W_Stn!@1@`9auB zT*~aV7G~pB^ZML2jE8S4Q}(3{ul$wqjTLys^No{ji9dW|kJo7LBO=4?x4a`j>x59C zfPma&S5UO>vYbfpG%&$`aUzj?tZpji!y45sfhhlelC`U#FPcW!DJH~JaZDzOLGhqO zTB>liz${eN%kV}yMni>1ClD&_eFOh_a;zF_f zNhI=66d_+7`+F_tlh`FX70F3y0H+<3_XEIXOfO0rPYLM3J2_$$-&~6sNono@dUazG zcO^023X0GCsk0`uucTsRU*iXU;7!X%!@*Hj`M_qLNKZ>y5ePQG5l3YJJ3FQ;yMPvJ zONCO;orG2NC&p6))y{F2)gA84kKgo3B>?_lATy`qgHXkg z^gr&o1^BJ3(q(S{hzTZBtg}xO#A(Px*$F6OQC`Ug1XHr5Jdv)he%%iDUWxrNmaPiS z4P9G1rwUCc!@zmloeX2(8u}tMILv}D5|x!UFM|gtk^d-Kn5XMK$;ar+a%?}o#<=rJ z2o8wBH-ARPz>MM>)sJ1+_t8|&jm(PJ|7l1o`&hJ@OUjsxRGx+R3L@BJV|p3Z^kGlL zZ)VN(-zr-%o(A-_N7HpJO`fN>pLgXZetI=@FF0gXQs2UQ@+ZW81Hb>{NeT^boTVMV z2EN|48wI7wD$CTO+HkT5?dE|>bWQ-qx93+4Yd+%KuZ9m1nf!b2+5MvgWUQN#FlnN9 z$jcnVBv_+oBd~n^{0e^7GFTVvtAL*x-*AH~qbQR@Fu_KUlYLZtwVLl*t)Dgs6-L0O zU{lt&r=pAb+@6y>s`5@|vYeqjX1-zx_*gB@m!%um1d;&~vO_69Qj|&CxU=!dlH#j_ zg`bvSQ>f-eSdYtB9p32O2=IA2-dM3yO@McbC;S~Ve=q@yOmwcd zvY;oN`^53K|A4ajH=H^LPn1k@x+P7TKE9vhoc_KdyutSa_qe9waczWW!AlEI;6W|M38T9{(hC|e)XvsDI~h`I9_u&h5_gfobd8;)@qyO;h}L=GczhO zGBTbJ+Dqqyxvplf8@NyA=9x`R@4l3jFoKt!zqhcU<8wJ2)C!9xUu=fP!;Gc!$#K3& zFn{1R(RWH_X2_Jm-TXXXZRL5{usq~~?>0FxAp-PCc6K)W(7EB%e;e57cfm(4C@n>AS(XzKc?LH$G-SEl{O-%$ z&E>@GEMjZAfCoMSL0@&&(zn3?#Z2x)p<#4Sp&$La6ba$U0bTL1_%lB{aHj0$=5(W; zhz&k$h~f4=H{KHR`dQ+`=Vj)#{897d?#t%OCYl7R#d;38v2|G;op(TdIRZ0bW<~;N zH?WqB5iY38@3j*Q1o&L9FjszAX8ghQh_^hX4w=dr(gndT;!7JF$V^*jwO!wl6NHDg z#({^9gZU&Z@}q;h^ib}QE3G332gm+$O9qqY3i9kgykgJef`E;8E% zak|*xvgX`Skr(N?PKHbXn0|7}E_paPB3abL8mQZ6Em;5j#pQ6 zc6WD|=OyU6)2OXTjic^-HZ2G>z~>RLW?65Ceuu4pq=L}G#qcq0{?)P}p;)L(_AH*8 zpWoTt%_=F00458+c-1j5Sq}~l99>+VjV>H?dX!c-)_J_Y+tC_of1!&CP;e zEb$DQ*HU->S{P->`M&?MxoP@kKd7Z=EwiqUXWnFPb~fpNG0lP=6xF|On zz^$*ZFKLibQ=5(@wKx@ATwJWIsc~5EjcV-SnE-~P;PRs#2yOxRi{)&2z_XWVzigHT z8+DnQnwl!Bs$?`;Jxj`@BakJx>Y=}LhFxht#)wX@=QlTd_h0uhp+!5ARrCeL)L2+r z4yNmE^RrEJ=QRlG@nGt24X1%iFhw4#uCCT-nTkYl7?YayY{!eu7Nj) z`s&60Y{yDR5HRg#?Tl(H>=y`(O%I$M9i`{9?43ee*UM5;Qcm2PxU`RKN74n(E-%fn zmcm!lQyH{XRh@NExI$rK(<7!)$6hxVCPuJp&&K0+rgTRShj5rh)hBx|^Se0RMDax!(6)kg=On;o7Ty@dx$ zO?>m;SW>3{elCbMr+IF#8H+2$sJ+i4R~#2ul}yrQ>*?$>vmmtW;)q&BSrd!8ddNckPnsB)vG72GhmNUFUQfq?NsgPyU{JK zt4jg_KvR>nlgJeUQ%&!gEb+GT5?qcACgySvr|J=Ra&|Vo#5>yF?v1ExiktGcKqQ{N zHWjST{m-X%PRQ(IF=9LDV7xR-FtuNGj1~F|bLd=qp?AL^x%8k9(LG%OXg&if6hliM zxNWdFveK!Ei5LdSt=EycpOVtaK3Y@p;%tA1LdEWJHlr~79&S2V6wPb7qqDZEj#G)& zRHJ)y;^X7ZA2jyc?X;0w%Ksg zKG>bUFkPN0t@gM)q$z$!7#RfKY{@lgCHEEsEAMT?;*>7{h)47THsE1bv)KsYQ(rhf z=lvfwH3|3k-n_iL$Jd^0x{MIGG@-YY7}BqT32ryo5>DgM#l^(7L0h7%>=g(M3yZy? z$dn_`#L~As=H*o8)guPHNRq=2hGmtpjLzjyM?#tq;Q;ZqXrXWnc@^GEpG`9H2x+a` z#lxbxKHQ@2ZZQCOpi<|QmPYC{I1kM*aPr*efx-rgJ?MMoHH{b##?&-a5A5x3!5PP# zI2!%5#@%w9mNTp8E@dn#O;g|_Se7oe)6#kadSfP+hl{h*h5)Y5&d%iZ^fJP|IB&w_ zwj^u3tWzXyYMk^>pLvv1XY7}sxi_)1vl}znSXluB@+&Aa(jM2AdR!_hd5(IBB%|yM zHw{_TITJhc?y`#a^rh_2k_f-z#BDZibQC@i0dLhz`{0K>%s|k7J!g1$m?p-?G^K(H z+7)+c!`M)OTm^N^-{2ReuNElS`~jBs_piIVhsTzcK+DP)wm_-qPuj_=ZBxF2`m1gq zkYYBHE}DR`fWlM5j_*y9pi;*RpA6kItWW~a+|0Lm*~eP>ArwTic^D4HdB-$?JV1M!|c*o-BHaXTETtOs3e+f>LBnlf-EJG@Wr+ zIFEY0J`;PWNY2B3w=;>xBfDYI+WBZnU~LW15CuIwIW4XEFa{bnr{}}a&|gsKMtyCG zz!N})yrv>)aL{5P8z()qS8*fCIHDgk>91{h1Cq&54TyUy;R-$n zoGxAY-wJwid!+Pv&6w4DRs$5ZN%joD_y?uEr6KhyUD4=yNwW&0tT5Z_#SOE6Th6tp)hV*XeydbjCUXC1z)5CkfLJg2sL_B_8}ZHbdUxB`Y58i^s$H_O7ok zs6xw~-bd#M8zMaGrTY(sV_}}&jy`dAL!hWFII!O z2^D2WQRihnE1Gq1al;iK6^|=oApMK99FwOTai-$ZmiY;L*OvwPt`Fj%VA?f27ITW_ zOo?cAITT7wNgRqiETR7;O#!5^Egh02zLckbYLZhI)GYcPJ}Q>=_Dp^58s%k<0nj9y z&YyI|Ob$sFpN$`Xdvu_LQfEuE-YCja?gA1&Ha=caQ?tKBr{NSg2*VF+i}iVaR;!0u zj9aKEt*~FJT#K5cRku>6#ivhy29wyX(L|zi+}L@>Xr>3&7Ofc&|pQ z2E`6E)Yn_nbOZJn(hRN4%L6bX;%LLhk@)cGsv0M+^Xkxw*O1cY)-P&{ogQb^!RGDu1%Ep~66r zS5@U?ifq8P*B!%y#x%4&3WKq+C(LW@3k@zun-+REbAH{~)JOvZp_gBE`!o1|=ZG#U z)|*dIrh8pzfK)lTx#R!4o$Yz(kTKw*4k972uL>d>AwD}2i@cVP-KKBbZ-N{8JhY2- z&FEmJjI2T6=g3ya(IwckUVsua)mB>7s!4@lV{v7abpKz~AOq0c$jE4RLW-#=c8!|C z{Dq&iO7dF2@>nH-T)<%;RmS?B-os;O6kz!A;*obksrPx|HJVg(&is#pq;li(H$rNr z{a=^e%kXOE1vV-{5hNhW%gcLNIvqN__ncLr*2>BXaD0c|-!uR>Judd^p!h)H(EW`c z2RFFCzyD`pVfH@~N!-kAtI|la^v-$Bk=Nl-yhwZtrjWPyTrf-=WsfmScMHU#k~JPV z0!s0GZyI)9>LU=T0Eu?wD`$Z65Sj@oG2Zr55#}DW{$@$x`b+^jr}{S+2eUBUQZBwJ zpuR={g9n{YoBs*2-&-)5B)jFs#k8~&N=TQHVRwG=TDkIssUS}6j$ozz-3Lm@_^o2x zZDs6m>`Mk!WX1%G{v9zDTgoMiE z!LH+goSEC$4`;PgqNGTiuf9$ay1&+G`~M4fATIPfdHxUTkf%>S@=g!@z}7SCi;)wAsHx%Q$)*|J{XKtgsuA1gm5J;- z=oam0p)4w@#18ML&KuwG49}L4J}{L_&;C>m5dXLQuE+HQTvl_PxiTrPw*Y0?*7O@o)nK5ZDW_azR6q zdj4qmRt$^~{7y_i(j{c!`Va`mMkciK*ukJ|v$3vsPj3ZT@9L>_O-flA3&_HgYtMZk zn=(iiqm}Sb6?X=Y5}sk8h?qlkMWRE(Fp>(`d*1Nk?Ekr+-QL+TFgEt5%J7UH@xG|= zTzj+p2OLVcxuZVwy4NkHq3*qD;^Qn90LUxPW}4zGuwD1}_vS=ogppX0de^P!0m2TR zl-HMKmkrlrg+^Dy-JkA_pHoDv-s#2X_De~bgDo>0baRNCZbkzk%hh~>3g^5(<2$l7 zV8&fzc_)c8(8+Z+8HZ$T=DijbG7?vo!&4$@Hh0(4&5dR2PtLN^>fP@mx>lHWL~&J)Z7rIckgJ@+!3`o zw*D~>q^Rh3n0_hnv@@lZGjF7&30y8_<;q+oUaJfC7pKLPJSYGh}3I zZ6_~d7;HxnbdqKd08ZoX5B$26CmXK=ZQQrf<5Y$(HbM}rcqQ`8&;(TLCk zf26<#KG?dX6RjpNJMuI(RV{}Y=~LrxOG{9P=9)4}ReKv!2E~UhY-}>@#Js@#Uf7xx zXjrd9p_T7Jyl*wu^;;g%)AV%GyX{G#s=imF7mz?|>WGx_ifq^f;e*bp_ydTtoZFi4W zjq!!!dhe^pQm3b<2eOGI2}ZuN>8R4vN*v#BrJ%W8_Y2=)NqfWV*Nt=YXQ_>6T+udi%{% zP!`@MiqudMDar@lEe2>n#y2xySn_UoYG};HLY@RjY&I_7zm+_mI-$N?G%*r|J{DXD zc8ypurLoj^75MfBECBBMZ=&Tvp#hUlC&1FS8EdLlyrkSmfSjXR$Ua2&B}8>n&#W^ijQkg3pG}l zynWu8q_-dV#g%Yr#C9u!wmO$io`WFvXGZ#q$8>q8^moQ6as_t%3CM-2Y2Aj6F4!e7 zC9SL&pin3~7uSeGY*!m|C&N*8Q)2M8tMe=QSMNq#xY@>sl4=ZTljehE0}DogFdg$xV_1#AkB-QC@%tXj{2JqxHD-!OR_dLOaQ=v&GP7F0{XDUx8TR|8imc(4MjyoT}vloh_<1SatGZzcD+#O@ngIT4^x0_sGfGr!4tMT!19-;V=t?a5Qj)qFfe;r{M zzSYW`*L{_6uLE0!a804~k`{QfQP z*Ni>eMHT*w%aNRx7NL~X(&i$JAv3UmK||GRy_SaLfqQZl6H0alp(FF1shxs|ENTS! z%#R2)U0yK0#oYO!0D!w-f_9JbXlExARBf$nU@b14x}F;LyVcNwiw6wXSK5z|kZ|)) z+gCV1g$A$7N|v^Gz@+%t7|U9<_K9n%>#d}kEH!pA>;x&Q%aRl)T<%skaj_&|cM(Rz z_>xU$^CU-qt>9MLf1KfUNY;1G@lN5#ye)#BeST~e0rAXt)dEZ_tNH2;o`Rjn1+WUQ zu&=GK575a>hu2N8i^|&48iKYT?kL`iwY~+EhGZJNZY)Hj~50oV( zq{&C4Hl@_-zyjvI@2OSQ7(1p9ucKs_&|6YqK_F~o%>|%SUF}~Mo(Jggr7xoKfw6lR#t@Zy|jU>0boILZlLlj}YF zot_28et3BJ{$j&_S{qq?CY7qK$z?7{+TpUOW{V5o{KKb^Knzl|2Hv6AmolpJvGr{m z_Bzu}=t&R>@X=WqV7HHL91yl+zyeRB_(!4^T4UQkuIPFlFuL2rqkG0jMb*@l2I3Ns z_Gp>8jg5_(+ZnJ4xp{eJ{j4YfmGsJUy)wRu_yolEw;ZHYdQ{GbGk!!&_z)}vXh;^E z^W31aTD>h_aZw?o=rmHrAJ%zC6cO8NOJ=juLXv+hge0@{6<|Z~pLAk9ws;@U1)5<; zzrF+vxnc4vZW)f0IC*Xa$K5X36c4*_k3W^i!NInlR&-CP14d;4NQC{FiHoc!Zt%mLoy50iGdh-w2J2E`Hr-l5J|3JElqkpN^a*2L>8Q4BKiAA z_a}QU#F9|dB>}en`MlfI*Ke6ZrhW_m_=$uT8Q|Fd=l2^C9v)N8Pi*O%tGm{8iEd@v z^BN!jYX0j$0G|KoTB)~q-#N`6ZwvspRPi1=4~h_C?J|bgc3K;uGO6v zu=HGC*H*C<34eJgm@EwR`?Z_ABovc}bdZit8pd8QX}8fV_8QwsSBs8rkvBV2nniP? z&U+`T%+~L!bNFLSi`Gy8teer8GcWiPb6Wt`lhv_xKPFU@h0V+H$4*o^Rg9@7eSJ~U zel>1X^AxDN`K6`6ka#1iFw@||1gdmX@fMq2yy9@osSSVXW}l7DpK;p|k7=#zre*D@ z8jggm(A>|&#Ib`zhkeJ%S0iEcpp zJ>?2~`|%Wk?d(c(6=#Vq6|d7Rb3T_3yeidZqz~>Sk5lI1dkNd^Pp=c+5jJaysNncx zprA!!g-}wv%+t8&2?hTcw`w<^zzA%$Zfc&X)TvS}$fZdt<%df&ZI*{ZDz|is_~-I%~4nT)_}ic>>}Nt2aSg1v>$gj zC@`X$x&K-ce6`lzMQ%|L>XD`@GbWD{r%%e&gb4NpPqJ(s;CTgy?dQ**xo!Wvzqrj; z%KMq0-#5A9khK@Utn={Nl;7}=V`-;~ZU<6czzSB)lq9|!{=Vg<-Klig!%{g?;p7Ya zw=Lg)jGKrlVBc>b_!|<#$pm;zYuEYgnmweOn}!EUWOzP1Z;O<1yKNCnT(^Hu{BiT1 zs8NjyKZ1=lKIu+?nLT2_pe;vE&2{+pMYWdGq4vS1J#iOLOZPxe^g@ej&l>e0mschY zO$8=WC(q4ruOA+Chd}csX7E)JZkY9_PsA7q(lqpDn)L31xKY+NHsT7{z@L~YH<9{) zj;aC1BWO`L3I{*Y=Ahd0DANvv_+Z6>an;yf8L1uVI_BjNnysOr#=9-uwA6ut0Rn;~ z(;voBJnpoJ#=EVfGtb#&47k0M#_ZPO36F-1Udg5hXBOyJq)6aDmH(Cp|MdNP@+cZ= z9AeL*(|B_&#LwJc{D@7Q?5)I))wz|v(;~rBE?vSVhiq!LwFz6wiSL5j*tHJ-Sx{MA zB6AYQ?bla+9j~-;kZab5q>G;|&)>AT?T+L{T&G&MZO@+G+<`#`S&wV&u!x9qp9k;9 zE-}afP!Rxq#uLT60#ZWJK)q@~`bJIF{#H5lugCsOQCEfq2ZvH@1eJYdwvumkEUv?F z1J3gkHFf&92l3saPq~A#{0WhV8+i|>4=1H*KHaUq+Mulq4T_9mTJjvvJHA}X!Yg2W z(U%DbETE=F^4zxmmH4Bbqbd%&Rqw{Teew;ymYR5_<&ab4gTv7@)nVaruRzk&C}u-a z0qaY&!r;k)g^B9uC24+|t1aDH>{|OIljO`Oyl0Rlew>X3Tf?zi^ud=hYGBMZC+5Xg z7;qIEP}9VLC;O@u^%|&rg;c)ZXW!S?!QtOey(xLMb%zn==O?C# zU!;fTq9P|C%WiPI6aWur^y({SN?;EOm55AvTp|LBXq}^bSc6clZ6Qrg*O`yjka5?B z{o=Th^?Y?W=;Q(ta_q_vNF^w&!P9$b7pL=OPJ61r4eLi{YHS7l88EW7;*fE(U?pJ6 zNFSd{1wj^7b7B`Ii<12ld7WRb#;|>2+8+>*tM0I5iStpRJ~6g|qkl1pV@NCpQP-QV zFOcK4OKF2$8-@R$b||@tb@;u5UGvFrVv{&D!k=1VqIGeRf(TPQoYkuIS|1h;K1?`C z=gux(Hxh|aP0y!FbEv#Q-ymU3qiQN~NonIu2 zRbRqvPa^F~AK2k_r}+zJK%)7iM3??`V!8U6bi#-VGky**n!)H6?C)NwlA4-0=v_n# z-Cy1EBSNB2B~_H^>jTvJySqlao-;|p7D?UNq$sw4!^=QNmr`c(9-(b!MxC*}x2|W& zth=Zq)C=+cuio>Pzle0EIwZ*$sRWWnV>nZ)`9DM2Ywqp8`v~zzEasNi&q=Z~*4hgC zt3b-P=n9jhIwa>X8a+rRcI)h*sMudyUEv!h!)6`Vgsvx_|Ac(i(un%m_%U;3iCx5( zyRY&?=?EIaFiMBfrI}{%K5pFHhAHC<#aLeDFy&NVlCSoWsG*SR#9c~M@%*?y^08~B z+F6HXRmk?Kv357XuJwpg;Oju_92`0>^GS>u#d#Ut$zT)&^ijaep67*n8*ML%8aH~h zsHHf7nc`W#=X|Rmlt7w*d#etlES~T`m>rXK1_WRow{#mpB>wGMBwIz~(!QMCqt1&H()c2|TxDk}zF*qkW32 zq&{c<@1k&d~{&ldOxb zj8b9x?PC4%v+~8#4L=-6bQcz`wgf4+uIp~% zND_8flMHuZ$|+0Kw}J*{QG4D=6}lZ1GgF|YwRkh4q0w=M3e!KSr%}>>O0I~t#$q4*+(?>977npMuQy_8|#Ha$?v$b3p=@oKp{ zr;xjdcO|hk2U=Ib-&$Zon0m2;Twq@lEf5SDHK|Q;ju%FT$z&S&!V3m?c6jki6&kv+I4UwZY2_ObeOyg|uk#yXJ>F-aSNCc;h`FlAs> zLVTjUCbn+mZF)|+`deF}YY(Ey=`uB$`LCa4`aTy@{VysW`yil6TGFr&as)_<^2ffb z`)x35^{lYI$%v&*P7nFyLaRf4@HlRyczucQo#&Ys zNSAStdMVhbb__TDz{#h?nLnVXXEljcdlnK3$6FzQ^o=B9Tt#@9#p&n!D?}>Qw1NCKQ(S2@@IzoLDd_`V#Z=VYrUd}}45;r@P z8s`LI+Z3CD%K=_R#UNn1t8OhjRfsdBoo1I%D|C`ah#@y%j#qvkaAZ2{yy2c#YEG4% ztM(VhWfeP|j-p$NSD2tJIqUA|+pDdPZ!dTwh>ubZ^gb9G0?ogSGSN)@@URY{<`*kJ z|CIY=QNP7ZZK6LesXax1I1>`(zCWZMvkkHPlYf_RRk1u!G|l~%xx}&NnX15$&0X@# zAeEJ)bo7(WV0_;wJB;Ji6@*AnSBf9U7aFd&nS&*=P_(uNGqyD@E6VrO%w>+=#Dig? z`B~IOdOPG+2+Gf~q452Mv(e1lM{=uW78Ofz5C!c0so6UZsGr)4v0RaCgeZ-`eu@bdW%DNmNPh~X)Z0{72@vAlAa-o702H&J?4Fj4X2 zM0$Mab>ZQe?Y-+4hois2qS5@noH#Znhv&Wbg{|JHO9QGzN4_+vs#;`ge_{`xA__er z8~E0VvLC8Xat-Y-&|)#C1fE<1S%SujcI~@EV@7%u9~?0ICFjcTHY+xIZDym$t^N#Y|UBR@*@Zxqbul{jzLp<33sdg>9Ff%?Wr(mGLpx$)$Vg6GJSgH(k zpuDH~c35lMY`NR<;vH#^J=gd7yTX?6y#(*j@sS6@DUTYsq-heb71zxdJLEf3c@DVf z;46_8?nX5A8XH+QVQTkf87@A&5~R)^p^|w4tZVuBx1|r~Ew1}zJ#elkU3jp!L+7}x zTO6F6vOLS+%d5cg1@iuJNHWlaL6@_z-=%qTBeKQwW#MPqE7;wW^xKI6|Lp5Gd5nvM zDhhVVsbIjl`ODF!OD$?wG%~Wl)?!I&Wo+}+YADEO(Axs?&1kXSsgB!nxH$hy`t*yd z`G-32i>NDV;HeBs1fM_my;g0 zyEO4`*n+iv-2*~W-zC~MJ!F)bl+;!J4{>i9l~vca;Ua<{pdj7d-BQxs-JKHBDJ4j! zba#hzr?ixmbT@|POHV#x>N2`Myk0b zu(G0@4IH|qtnZyPA8+8 zn*_|vo~>^vFDwSe&YtmC84l0{>1uxGw(Ho+r~dH%JrwI#xmlmqti#fG4jZD3!di-q zynG++;yY2tPr?mMFH@(}&oVZH;W|cF{{)~=A_t*RmkOIT2bONTD(}l8?(*(tA7^0q z7O}4ks71Ozh2v0ktzon8j z*EgQr-LGapiPe);-d*tGWhtS4SX*@Ul!kc$t!aN=kpDAblRPM-fgja1uFqQvQKa^g z>(Q~8@Z4!x-6Z>S;mIO%_eF(;`h%GAQe@+q3<5c;9lz~&p+B|K$&$W&Iu%jJZ5ZJj zl;+U-#(sJGsR7A?7ENI?b#*%hiXPc3{$iXPy$tQEvzETGqH186n!L0$gDxL|=}9kj zR}MUe#Dn`=HRbx5K%P+qI5sH^A<|5U%z#QheGT*)VAnvUJ3c81OVnTgd;0F*y?tSO z`#Vpqe|~RJ<0r0V5ds?W_(gh*VLEo**9nGm*}XZ+wT?a-ji@?mDcT-0g~`*muG5lkHo|<#BhWbB^srA< z+FdiPU-lO3*-GTcVs|;r^crw(E7yX~~@Gv>V=KDSE4vtxg(3c}RayeIxpbQ<7HJ#jWfUz@ZEST%= z2mE6fvzoQul9GnlKEhqOItz1HlZ6Vf7h;d_kAa@Qw9NU_HY_IRE(be+(7+U;r$bEn zWqZzexVj9GM*TqTu1L;!TYoZB@M_eFg>RbH$1OG@m(x(>ctz4iCPpjyIJ7t`?UUR( z&}92p6wg%!)ps2opd|qJQjOd3ir8YH9elAf-TOf&Q3++3Ah_DuCb6od#-2Ku=eC^!pbBXK)w8*H9{1OQSNmXQye1V#){ zu!599Kp(;kG+)~OELb;lIm<_it@Y(`1`VuF?>@x~jvMlkf?~$_``hFM20WKo8ZMsV z)6e?Yrxr8)^i0zZJRJBl?5~S(l4Lg5bo~48NJvK79GVg2qEVxYl+Y6}rsdHUI4m-z zH4=0fY6N31^d4qS1CIVgUOClXCS%`+)i?L}!)4CUG+0oN`N0VV z{-_Ebe=e`r9?X}(E#7N597NXxdK4ii*kOYa#?`w=$aRt>rP5jui~g%8L5Mwm^AS5q z9!?8P{rbz{s<}envZC;87eh)=3kLG56yW$E4p;*!ADe|b8py6|%mXMNhbkET1lNK# zr4|^>nbam(wG}I}hcA|=^*WW}q718~3xD0NI2<{KR z%gi}9o%>~Nb|AA?=h9Ctq}Dar?>S5c;iP2>PQy^BVazj%z%mb&Rf{_}l*8LguYO~> zyAy;TN$uJ^RxncO&PU?S3FEz)DB$tw*y0vevY%HqPE?jpJE*=9XQmV4WRO95ILczJ zdQ>`6iZVe;@^6eC?0Yu6{DX!F^bPHw2xg;qr3ri^ou3Y}i<4KboZe&5Vcpx+qQ7sE z-cCi8)|kWLCo%>W{3e0^J{2KO{u=*n{VNxuUws`&z;*=De+ZiI7YN53q&EVU3Gmg4 z5uVR*3LIMi`OThC0r4%QYnv<1Ko0GO- zeTn;!hT+>DJ!=e~C&K4)Z^|oLCcpl!`7AYz9+}2jivJPr-j98F7&eWQ`g#+(R_i2g z_c1n$;PGvPmowgGo=Dr}*(!0mwPwR1KjB%_S`9^YG7ODKk4Y31@dhE11o!hEf8^D# z%r>gkOUK#$Xr%ZqG4d8O#2n~>em|6&LtZ^Ho%e#pFRt_rR(_ zGHiqM0hsWqr4E386=alMdfu682DBT01#MIZ@%oEAwJ3{{`n)|Hvl}$nglG{kNc}zj z_V_-xg!dN#(q@+CbQ3w*YkgTS<&m&|ehsf0;p|U6Vc~c6jc0A_etrPEZTopx}mIlRnbfk06ikGMst6mM)N~gF z1ltcvkDL-;wcmblzr!e9LU5y6F`a*hr&L~RouXJPRxJ3nICG%W-nO2<} zhbYqNg6cW`!{E=~x0C%NMZ#BGaSA|D&<)CvpipB5)Nt*dS3A7)hU-o%&S)v1@D6A^ zMV*~l8N6;k4o)4#;JX$rko1q=N*2J<(aI%Lrpn9mlox-$@nKSaM$M9BIQu(7RKnfv zq8*mI-)pNINU)UtIr>23d43p3H`s;|PSwL?pZ4>hmS%`IstWaqC`mwQ8@qxujuY$Z9G2iY}WOznztl zE!|Q1vX+sv$ROwOLH@{zu*XQH=}U39xrzfXYzt)wwz__6Q*2I1T$d(|h&Zf~9YM^m z){u&(@S(3+##$ab$Hr=CZDU*`^P8K=!3w9R9Rm4Q*RRU8Bfh2C8F?HEEB~?L zYxq<2@=TV6mz~s}OSYFDx4#(qoo)6nN@Zaar$LqXzu}xHS44 z&-i@~u@0(0S5Dt4BihfXc2Q}Je4p*k&#m#`^^!J0c((FMgLUH#x}3yBkvx~8>Z=cZ z-SodckZ+O)Gi7Vr>=g`S<*RjI&&!N}SDlDg63zBr@ip5i>c3Urpl7jJzJG5BdFcRl zM4*y51^0t8(Axg%euvNZP0$TnyppFUtZG;oS@<i$0Wo*4~+{xxJLpo@~&0H_Kvq-uig>dq?=M8O+-C>l%2u0sa6WkOXdrWuH&zuAsdy)=6`+MP$jj zamv+Y$n2>dQh#%Z8TcMraIFrP{tDiiVe0bY)NDW#&HZ!aU{>`Hi~^e;ZL7niDg~sN zg(i9!@zhkrcV3DD0j+fr3h!Tc(LX2X3Mz;zMUp4Xu>8I=TL{>c?wZS61=Kol2?^8y7i z7#lg5roPBtJ<-0-n9icCkyX(V`Q>z&$L71WAM|u)dzkW>h>nMQ-2RW%bd{IQCIPGW zZ-py61QbDd{6D94ESCNZiy0|cKPHMtx|Hc+Hb;X3g>RVj6EG$ zowaE`gY9PSjVKas1l?R*JUn2*1FaJ!ef=a(&E&OBuc=*GpgE^PJv(2{j0^CQ-^>E*`y`;TN65geK$nCO$q zlDV`mrf1$bhvS3~65Hs=|E|HN!`~!^p%J69aWqk3h4m!2q%2Le=h64$aZdewTf{{+ zV=PLg4kc;%en3C(cCGP^@A*K!JkfJvhZ`g)tOP3`$NsM96)9F${?4xwC6BW#FBC}p z$;hMm;7qkGsBo%JWZm>wl?U1LuzHXT;NRdVY?Rbh-)7Ps{KRy+de|bJ1UgZ#^R!i< zL;_FVq~ogm#VXsB?qe_U?eNZQN8iyU{!HNsy3Hq~XIJ~R%^R^Go+6dfs zQm@7brx&~u7y~yyrwG^O!u$-SNUd`=f8cwTj9%56{)sq6cHJQTpTf}V}_B!MdoTKwT^5M1@Rwr<)j;#t=iEzVzt8A{V>wr2+0IUrRaUiRz1z5 zeeo>Me~@8%)#5(h_IF%-0i(+8rZ3e#t;I#h)2F+UvJ^b{&%L~rxs{8b)Ro0~>{AdI zcm%sp?0tH(+e{xj;Am3$PpzOAdOK^5cDh&Z84`yaXYP0IEZUBZlR^sM;ZOqxHpoqA zCTWDWf1!e2Gsm1v1wE`P5?ZSHpywyTNXYd^16~8C-~9`M%BRa5vOSZe5<-D+MK$V5Ll>SAgiF+f9b$~>vJ(US zuCwbm%E7JhuRDl#Z(ZWmG(!rf(!(kTY*48&d9`hjtVt!ib^QxXF&`8PVBul?guhh> zDc~%>$5P0}rWx^*iO=#(sA7I|o*^-z%7<(k=Cw%Rk}uA*jx*iNH(|KnFm{a1^!1OB zD4#!kbk1r$?5C^8fw%Bk7k);D`bTEdl@Dj>L>j$$`76B8sZl%a$bB2sVbvu;B!IIA zA59S=5le1jIZ5*z^apw0GMPLinkCb#2$WC0#aCCF8*2vdPC#KWHtlgBXp$+V9;Im1>+&8o7i+olaXx-{+g|z0*~EK~<-$E;Z5xrgRN739A~V_l z(H2^%AuPTXmjksI{S~n)L#t*-Y=}efCVs&Xw$${?} zb;?PaAfErqxJY4>m@Q>cRe#jGz(4%ib3K(}M>BqMRFfW2rYwm@?rIIsTAeuDoN8Gl zOuE$lolx-!XW1)n_aU=tzpfF={!;0~`@l5*e&^WAhc8>(=lRPC$&5FO%WBC)_grDx z$x{3{GH(cFP+n33d>A=eN{5?U;H%?8X)D6w-e1W+%HJZxC%b3H$G@epS!lMpe&`U1 z!PI2OrNCvYs<^@5K1xVtzmAmX@!DnTcvo-sfn0&oln@u(%pj$R=BQ$g7=qf8Tq`fnE^mRr2`2tLV#yL%GXx_RM3I{0!Tb< zJq8;f);}>Np5;{Ua6j8><%Sl_PZtGjbJ2X!N*h8*$i}W8t561=^{sIihB!hDKXK%F z8|rsy4$>k`!w6T&hQ>8$R{OZqk>d6jO;^qANl=L`w9`(7>3|i8J(as+IS^IOp2o(a znQlZ{10`octGygFnwWp_hn?O%;2=aD4>2RK#D0;ZBFYbr>3dpO2Lgl zCbxIUg5vM&j6b^5tKE@4QPFAawTGG*%?Y)pzu)(Z)~v$H%_k+!VD+<^76zT~WsrzndYAdzHepPj7JZh0m>CFp*(#u&^A2{5AqHBdct%)=^sAbg7GY?JmwEQB zQmJ_rgyb?XM}7j$pHkdmZ)ZBZZN?PYDX2#IQ+> z(a!H-I|k{0T144}?YB@Gq})V zCYzPVeM!6cLR{LK0l`fTLZ$=$eLD)=5M0|rSJjJS078bf)Rly&Y7_z46 z`8FviI8?vsOY?GAeH&IaYpk=95-o8dGY@w6UBC4l1MSXjw8BV3r%PP5sZUnO>b{VJ z25EoLHye?!y0C(Jk>d6q6zVDzm@1Fj1RF8rUF+Brim{^fu+)GB=}uH``n%ms#e8x# zOtsYg?id(gq=4M6=HSsAV6F?&WV}`c&D${p0DFC|FC$Y{SjR z1XkYD0kb1eR894$vMo#Gb1)ZxU-~*-*j-J*>U#zVrRAa<`f-cl)cq1BlH^zjpxf-QKhiHph8R4N=+eZ z{C@L#<9aPAacJx=qYDln+wmyH-9dg!(jUYI`>Pj*PORA{SDUdw<%OTj8^EnReUBif zR;+!n@#BigWcyZ`-P@mW5VPpM;T`wg+;7?@2EU?j@$ca|zbkzbPL1*ni2tC{o%NvF=f#&mF;<>ZQdYj15MFt*F^{E$kzg=?P1pF-So`m! z1&js87v|QkmxO&@=LK{-X#i8A?k)sChAcKjx6x3VU)9TJ=uVU0@~1!O!TZhIki>lV z5-hJ^ulA|;N5S1?)WLq;UyXcck8~%fgmSuQ@N&`EO|gC_>R?lYBYv_wr57EM;?w{M z4UvjvGUZb2_~Ar4(PO#z*L}kRt{Avk9bJa6A{pbtq6@o+be2+BV$knB4Pe5h)}JFU zRCtc@Id&!xJ+iY&IiD}9ql@L(VCww|j-ss9QF>g&8`Q!ofWoYm=8F-BuhI;2VpYqb zt&TtG*goEz?$Yo$Jq(8@x!#WKj8My3v@im-O7M~Zsyy(Tgg59f!{4zn);(@=3v>+X z`MKO^D^r+h(yC{-+O2>m5(1ri1vzf0A!{0QT4kMLh1QPYC@UPz1L^4_DtZyz)N>;3 zy&@$P<8^Wq5vAN5@&;72D_>I#4rKKoI>USQlVW@i9YEO+Ec{bHe+HoVLyY|p8$6&2 z4AmB8;%pb$nYZjR-Kp@cFuO49eTbBASTgCeRnpXFxr_ehGOYSBTH(IK>(8--n9?;6 zaZAmf`y^^4U;mVNSKCp^&TAW<25{!RWmpE=t3Mv_EMs;wI3E#Qrw&_N!~O!p!0jO> zSe;~eGj4I_<|WqE;kBH8TvSRMg=b@!J-ZaC?{xJ+R9zRf8XYuE_Va~qq^Xb}2DJIq z5P5^Lv0KW`A?g=Et^;r;AY}e?v^)&N@aF`H@fJmlG&t^n3KP+@@kIE5rhez z8u7;4IhI*2kvW;VVqLy(dCBiQwnVgfubAq4>wrW8L#byp${H!LYA2*8+^WDpUNoP= zAnWV(H~<{`kLT@A9_qtl82?C6e`#^xcCEHYtyQy7=}ApT&xaC!Gs2ZI2zKpngiWyu zj`sG}YO@~beV?v;vv$Add)=gcc3_N5D=u{fSc_$E#a7zL#@jy@t(|Y}x33z1!1Gtd za7Uj$4*Q1MTast!J#3DmNlDA7uK12^=pFLU0!(XkxmSS33xjn4X$SR2hO0(JtM=2D z+5dTjLjZ$oisne^JtjtCzkf48zr*^A;eZfB#KmiNL32sk!^4A+EY^|c1H7_jA^kjN zs9Ba&uEAPHaOmAZ>Do0cHhu&%XX4h?SlRs%6R!iWg+PaMOMlb*Huu%ffkTCh z?xuZYZ68n7UK{Yq@?q@0CAycRJ!BhmqYlz-LU+tee?ct;3-IJ1xCPAdUkvpAzGccK z7ogmvp`y}r-TUGdRF~lwP>J9ZCuayi+noZ!m6!7RO=kk!=qO&bY<;s&jD4M*F571V z0>*{qqFwwG6N*R5O`WbjGce0l((6+?Nd5h+o2nB1NFSpO1k5kReKyfJtx8?g)hykm z(FvPGcGo@4==O!H_Am*xPf^sDhYmz4&wqE=Inj7o_Ag@nn??-)Jo8MF;uU%VY?_%s z+~1xnxOjlp1*E0V#)0Gplxtn_I)EQUmvJ_dP?*+Ua)VV@#Xct?VL` zIYfTM;^V%>3!)At759~T?ai{zRINGoM3iK?kzsc^5}2pQ#I6Z8OB+mz#g^vMv)ijO z6zHytfv+VqH)l+vwi}VocO$7OR}8*H-buIa7S{wF%Xc3@xP@3EcZC6T)jwm*e~3K@ zLwuDYAKCg?n|yfyuMad1%*Wocvv0BBT9Ux@kn%pFKI;m}UV1e=9Dlg2mU(cDrGS8L z=7XU8sWu6gslx~g;SVYukr%)j2pjR)Fyntee2dJy_x5^tH@0`<1d-_Hd>y}&$4BD> z)gp``Q@K=?mQt0*@~By+&L1pKERS`^3La-*=*NNwT3IE8leyVL$)~D&`d+7E9VdZIP!P}vV2j+WTy=mr znEadk5`@l$_eO5vkp`A^rk!;(VcpBtYJ|-?J+>LQg&sE<>_Jc>-xQ+t1qe^J-6oyy zty3-Z10R?WS6Yd$?}!TA59)+wqo`7eDidYDh(*cxT>zqyg9 zz$CS@F*G44t`GH6z#v^$^34P)alIwK4$cBcDE2c#e}qZv6Vz}aEdPj7W?OKqO!TyI zmqauBpE(U#m*CGXn&agQ0L8Ke$lxdbccaNvdN#4H=_Lu*NA;7uMi>zjjTJ$<;RH+H zEa$yqp?Og^Pwj7>&sA2vCay0BlmSy{rR=nqO3tQP#>At!KXp50z@8hOvtqce$$O7K zQbC~n{8SFNvu&E)!Qez5$w(DLQ;%`($>g)i?)vH~W}A~bW%8o5v;A1QfESyVYh4z+Ag zb;8}jy^?P zIFetUmGLb6^;N|vUsN44Kx+fW{-)y=s{qdx8Nc40Wj5DepW5HsF(x`X$GOE```Jz@ z$jAYJA@8xuXF2@oS ztu!T(+`52`y8BJBp%%@OLEg!e{+kQre3mpdW2uCzRS(a~NOm?crQ#|z2uvLw%E*{vM=O1whXs{B0y`mM>YC zZ$-M;!H=-+Dn~_Gm64f0Lj_v-4tiMA&C{(WSM3NI0v7>p(6h~$k@DMG5qn2wC*D=F zE=0Q?g{Yn~Dhr>sJ8RXB6DQox>yRMmi*`H{ck;n+hUthRfvd)i*u`PeaA|zC5HsI!4ey& z5JZpyIgb>W)ejF30KD=1B+}07Go;IYo^iaz&1%^JoQ?p(6edZDa!MUG>X&QA-vRK4 zHG!5^Yvhk4bi#CENXRUu2|c1pv=Qv-T=(rynceZ)p=a|(tw3QS$-4Nk-e1Q+l^UwBc^q(pS z3EKooIk}Gn*BC4Fm%diD;WI{k>Pa`wF!?f}l9G|@9RBK{G_vjOmlEw`ZOd+Rbx8w$ zg-j@wiFv=Ij&#j>%(8UWJuOGFXDza6s|wWf+Vb5I zriLemVK#-F)pm1!1^;(O{#~$Y&@vo7=Zvu>IO4#tfK5(UUNk?#x314{05)Wx`ciu+ zL_9CV)PHPs-6+9{n@bwodvD6?!1pPO=4(-jADU|4?+CB<@Qbd``K3v3cz=f0f5aih z7sY80@%H+J=*nb`HZb8#pfb&a%JlS{)E=iGKcee0iyT)$1(hpu{~|p9(?v;R72lsM z$$UYzSL)iq&2Jw#sS%`YBAOHiYRumym{3V3Ed`?3TU=h|ZB7o-EyflqrwFrU1i`(f zj;H#eY#V7jGdb_|B}{_bm48r@+DZS*R#(D{YTp~ee3kqa?^k_CqBQ-jrO}md_;}Ix$CW;co#?>CXoOtghl$ z{7~5bQVFO(N1!uz6HVOK9LM|JNJE3^6*41X`K>Hzooof8_ z)dQws8mfWiHtT&7oDv6thNTvzIRhIZXQ4WAT{tx*B6%J$l57;JsI*ayGzPRN>$4KN zzOQdyvzEEalf8m3&mm#otr=lMYvi0-HB!P3H#K(D4$Dh$2DvZ$YnI}9dF3vZ+o5-v zf~{8XMgMKgF#AM{z=Qz=hmx;f%>V)S=CwpDz}N7cL^^-$pR(CLcxZ&|Nq+qTeJ)5- z4MNoByV;84=Jg@b9%)vr=5G3el8*b@{skUZzX>ol8@LfgA$y@743&oR(li|$rCh7^ z-R@J_d;JoqEm&1SvDHAtBMggT8~+p z)J&t*?q}v^lW+X+5I`#l`SN0YZlaL0ug>vT_O zVTE}N2E5zV7~urx!Ko}kKXTN|MO~US_n~MHL+Z1FRZ;tFG8~bLdIB~DyhD4}JapBD zl}0fGtl9ps2$Y0dRNFoRJs;n}t_258`Pa5Hhw@)MrJ3Azje_34e-5zP*?w#DIJ(Q! zQFmw2_)6k^gXES>U%Z{r$gU(ci#}6HeUCY*2fsSAHc{~+aedWct$wkNb8tkuzOX*-Ma*OBqPeQeb*bIR3 z!aynQm>HO@kzNQtM+$fWV*PT;c(N)U*gM-!ld97Si3D`MgDboZ>9s?k!gi#D(Nw%_ zzqS7ZSk$f%j?3p})7f>qNlLr9^1WWGOL|%-dL*&EnxRR0=pwp*23QupT-!CxZBILY z83Om=8E}V8vOoeG8f@;j}_yea2&fQy5v38{5%0EaG+_MrZ6&)@NrR=1-ccBB4wd5p2vlIWK*a`Bjk452~*eGO1$h61Q$gUx(508~NHaaf1R zeX={kCD_X#{D5=W^&Ia9usA9`DJAkIp3@u`+3VPPGmLrdLTKP&9n_cqL9p_pz>jbR zZ7xu{B@OqTZO=wC#N_MhH2mnRajEbMj^WU|`suuL1`aG7a)@2p(!#T3dzCBq!->Kv zr%rQ8%@xZnVcA{ebJ|V*RopqMOo!7tzy^dR+Y&X90s#>4gQu`IH33u+kXd;JQ%Z&F zSFHL1tVBda#E82OO z#OqUl$?n>UgNH{qv~yw{O|<3oC11E|?lBl^@!YTPCY`*b>IyFIUj}X>%>RzNoh;L& z$9!Bvel(mx+{8@%zkXLLisrxZxnK|fFR$(YPRd;d`MZFh3W-i=Xh;MUzNNDdXO^6& z(=#)<)Y5-Imn&hD+OE91+M)jd;o&mNId4~Sud)-eJ9Pir-0PWlWtWpYdOqK1M+7E0 zfE)lhK>8*;g(YDqg}Jk{DzFx?@bJ(EpmZNxh5<+&_bO$UIbPPl=AeUVEr?Q}0Xd)n z5byD=uNK7D;>EawaOZ2!I( z#7d4uce_824Cu8U{D902G&hGI05Xmnkm91q67p}Vx5AXO#)4-LMl%6}7yxzue(W9o zy^jEJ#Y4U(kaliTTR@t#4IdWG+d9S#e3O@*sDI8H#2WtR+|$~95&OWo15Y`?XTz`> z1o86l%yoEsGWNvh1G#p?~&2i)aHN49_+5jeI>7j|mMMsqRyq#geI zGAS_#RIn=5Y))53WXFmC{S(Z6K;Qr|3qua7vFrkgx=O!J-62wybAY)UdOI<{0)`na z3!J}?=N}+vX=uQdOOns&e5_R(sqCy{r-xiVo5For-Qx^29h-4L8O@mx|4wj|IyXLU8(CohT4$ z19-0xsJliqf*=4aDDbR=0`tfb;3wyKh@~cTNt|-XF<#GmcZ%LTJf<1-_$bLPCOEn(W=}ZO!w0Kw&(&djPo}05ZaKr2+|4 zjQM*4AZWT6tjHiY#Bq6h*5}*~B(Z==1o?K0vtX1U(+P;&{6?A}w0AHcYT4Ah`H6rw zmYtJx5-b7jawaC5b+uaH*p6~L!cw&OAXY3FpwfUuF%LZATFVCkKcCBS3m!mO=NCV$ zc4UA+5sPCs%YUFqpa2;F{{WmF1n>uF17o{n0Jk+g-3Q8vpc>x4c?yY*fG{_Asaku$ z1w9k{pTl&6$3J9n0hkr|9>HJ0796V(X(cQD!$+6lZ_`O{!8xw3B7XzK$y%8*!9uf~ z)>huM!@Ik?`A%N}pb-LZ8QfBUo9#~w8R8e*fJ9yk>OMft_X9XcAXfw6rPfc@djQuw z1B??y?+2dVMMYGti3VWyKooihm%zH#3%&zDs;0^I1IjH!3L=H24`6Gj)FdMt`;)h&V@Z16a zDkvz3PaN_wose7F4P_QINg&ZVQBkiUurb|6@SzZI1JI`cCbPmD@JM4Q2OkZ2#RfqK zF0<4Bjc64yg&Zc2xb@iWa85{1Z`lQw=G#A`5a84?A;*A-`0Z6dg93|eURfC(1aeM3 zn&yAlaeQzv>^iSd)Y$kocmn)Kj6^UOptu`UWAnud*0iOm;>r(GlK|8_W%eKel7h-W z3#$6lNL4BwNjr9PXE0=rmef+QiR@r?0oYOSdI5g-E%+5-^R}O0 zk+5ikpu`<@!I~vAvz6q^Jpz`DzI@{FNf0Cs$>ylF7<2i1dxG+-lamu6DR>_k>I8ut zYnLAZkPigDgQK1o5?ic-`Zk1~3y2+nD)s|28>F#7XyKESq*#$)8IS@<*=GP?V~RC) zb>jt~+PmDW;8-_mU&414z{@v8WvXJn)!5J=-|7QSXVMrv-aanRc>uT>zkAN$Cp#F@lHV9ni5>hDDKLyflkwmi7*a4H|4=NhPHfQ2=6SdBIcK#AAqNLH0p$r08)tAG79j$O4kdx{p(LfL!Iaxp~iSa%*0)p$Z ze8IaZ$6Lec&r9Hyy-Y?ukG3XBJT{S5D;|@Z1ZG{(|62hw$SjM9?hT2cf{*ME2~?q` zoy#znrY)aKFVw<_ua*ouc^?6i??mYXOKCK1DDew0fz-crwzWi4&41cxsEaM0yac6J zndO%8^0a^ZZ4-9$_nXsma0)gpkr+`J^iK3WxmvcjTtP<6sCY)ieBbPylj~yoEnRE6 zJN&0BrhhV(?N-#Zf{NHH3iZVVX6KHmcKcjq@tiBCE8>1GB*bX0YN=D zs&z7K+5?12gLF!ETrw_HD$o$KLf|aIu_y^N<6u<(`H>nJKc`I(g2)-fX~_C?dh8so zH;jHnXYJaY(1R2>kaEd!gqv=@%OKEz0_{682ClMrE?IG@bV_{$IO!#=k5pG0D`U5l zmvhdGeEei!7D57Sby+hh@k4;Th)qDk1Wa7i3HHZR&*vp;4_8V*EwbeuJXrmtFPi-aX7 zjX{biG+J~a{A-DquO-;@PP=5WKC&iK63V?nq>w72qD0;UgZ8p$09-C%txv+vl!KZG zPkrz?6I@}!<}*Gi2}2wd^py@O4c#ObCo;-0JXm}KIb9;@guJ6AYcyb7Kt>+Of<{uI!F3e5G#`?E zAeI;8gMtuK=*B)da2>(USapGprape7q3KkUZ_YW5UY()@95YYy zH{=c(F$Xf)vW|&9>p_zXLXlU&{W*^xSjt$=xG}`M>-Q8WTHNhDaNGEUYc^rQmNA0b z&OQj#Kc8BM{Fv5qOJ^#CzUuAvbq;-AS3O6gl`g5t?_1YEK0oVA(%RJ-=r4_=h*{H0 z6eGu2-?$bNk0r|=We+l6<6OGV@bP+0WZM&|X>~B<~aYN)1oi_4PzV z3Q24Pb1XJVW@sF%is>jlCT7d{Z@DRlea7@uw4$Tl9ByXz=Xz5t?9WB8u~Yqq?UjBP z7cN-Z>Gy;$+V7%iX7vQmuGga(=*fi_Q4fnlgnkT?5Q$MWvQWa7a8zOJvMlU>X zqTIC1w{)Q43mZQ8_M6TABa$vZ+~c%<8;3lfT9g;`!38$$ce*fEDw2TZ06TgcbEx4O z$u!GY^;lC*sUcatr&(E4g#iolD!~rS8B4CyJwm?MV-cxyOPyd&tZt9Z)_inEmR}B) zaa*6%<8qdGbhYgiaatS4CN+!9(&;8~=b5 z;?#&8Yr|S~OsG&%ES}WyvzOKtg&eEif^$#u$5zbkg)=7ZhxyZ0acV_7y*a$LEx*T$ zjud1YOkqb?!{+>T_pu;NTND6*LjQKJQWccIQrQ{a! zb_&d*lifUCS-t(a_NUaY^DSz(KF!d!gJSEC6^m5NL5DlsLaJIY49Qw|?I_Ufdf9lm zK{5mDb#ZFTToP34xPx5Y|M9ZN%J`J5tx#4z305p~;D`nN!vZj~!11aGLlsR%g&TOml#A3%RL7-@Xw!td@7L z)_- zI;3sNmiW&1{ZQ|aG>V}tg^VAE>s0OfPt~&;$(D-s^VX9a3w0gSTGz=e`Q-dKts0uR zUd;s`gTfUma@X$S&=MHVBrmJ?K^gW|Emdf;a>VQvtC@dV($Ey4V(zjYDy!nu3-yae zx%wjq>g+04Y{u40sfUL0Uoxzc8*G+qja!5JO?xIHVel!fn$>hf*2iFGD3)_d)|B## zva!+plQiAxTg>lNP0B-F%E`w}ya~NKM+ypDPJ_7wyM>Qvvrn+L3vUbIOi8GdR zN+BZa`F`P5*U0P^7(Z$0gqrM}btRE9I_=TOPh*{SWvr8wfibQ~g!bnTt2B+uVpGnoPm**QvMmCe+xq>E`% z>IUZ|{fF1N_Txj3s?t6a$P@IGm~gRs{vuU7Z8nxd%r`SiLACUw_`Pttq7jHp6VCmQER@Xl|}} zSy=ZpI{hbg(p2X+XTxnHW^1uD$m|6iq%iQK>|A=IuM}T%y5uy*aNSIFmuy9-ieAvB zrahv<0WiJsk%r9Q0gFGG$>#Fnf|-?7Ia?V+9~An7UlTxQgK`yUEkXU;-a%yp9x&Jk zV|`zJ;*ZXxF}%4XvG$rUR_lHo4JYi@tXAF z0B{Yql92WaXtzTI=Ad{7Hh&YDM!I=T3`M;Ld@_cf3J*8;ATVb& zJv{;~{%)qHyi(%g!D{Qby#%QvZ({-%ywWhe^csxlfszufIaR)GD|`DdlH|gm5(fn_ z4b9iWeS!dmr>33*aseD9%5^q(B`hpZy2PFBjB+f?BlEK3vTkKo`*0(^EdleK_G3jf z2$==3J>S7$!}LHVgR*>mZEDMNnT9;^vdqZTWCz@ zb#)c0vA!5pL71{MIZ8Xb(zw$vLhm16e}b^s1aRsnDPvxgot3e;KL0k`RQRu_R#ycM zoJeE7m)~6-uSTyPkJ*7Hz?LJXniA&7I1(i*TKvyM=U} z5;S4pHDv;cE)WKN=)fjMwZAsFM4vx@2K5uL3kN%T5YH40_M%+)KLnUC!$;?{{$&eH z-2a)BVZtcA4s(}yt@SqM zCZ*pm77GpWDyd}HlR@llKwdE4E3e{0xx~cG47ySnTRV`7`ttS@@YX39K59PZu%SLGnrUebaNfR z%>esb6N|Dpyo(nV*RFVfjko*Rw&dD9Gei01?T4|BM?Ow8pLFmA}pdLXdx7U)U*?8B{DR9C; zYm>WV)HY5blph+5pb3BZ*U0GITerGS*`>2^`RKZtWLAHtb}9@f_h@`A`Z1uVZBmEZ z@u>Z_>w^am{%5G#<9ycl<+Y#iW0?BFw5R|Ed>wcPgbE}9w*r)Ue!2gfD9e(0MDIb; z6zHtC&)OzzkajyVS!MB8dJ0|Zk?2o7NztI|pw_Ac*Fu}t^NINDpyPS0*9+elHqHo$ zC*I!P?!xarahD|6#=Q%jD7VtNNGkgm_~Y5?wf?3lV`5o1AWS!;re?wlZrVg+a0j_P z&$x@!7^mN?%PyQGc)t`buda3z+h_+zpj|t%Mbj&`-Cjj%p`hrmaq*Rc+xjE?m%DYf za;4o(*6}T0do(u4gq-X z=5`wTXW&@LG_-4FYpa(Q5yBL~Y+t?b=?X1^o+u9MfO#SlSC!rUAlZglyK~oRI(4S( zON-pT8{g%pS^4=E!?zRUbNk@sv9sF?9XUjymXcL%8*I@R=j?Uey|J3N@7$TP&wF^) z3{0y8$oJk`Z8iW8!g+9SIh|l1@2>A70@7DUd0lN0l?Xh%|I`YMciHDUS2PV% zLRt1}UgX;fz36&4+)V@{xK0l#$sNm>2bCdS8_nzj~+*RbxtA-x8oCDvIO}S(ujf?q8 zl2gkR>qqPFdab!r(66H(Qei-B=$1sG^*!PCV4Pbj?UwRRiIaXsgopQ>k|C#&|LD_= zbQ9xxowZ_ljd3*&%UF7De9P@Wh@C97U{wm$d>5T4aj_7Bj{3mXL9u!AdRRH1;g`!& zu>U0#s^;xywysS0Qn15Uw>-K!-6-~msvmUH5QP+Bd=O88;ANxXUDDU!__H{k_wmOo z==_n;F*EEt$a{--EpOO^55>~)QrW~?Ob>_!17rAG+6A(Jpk*C zCy{R}-;HWSD%e6Eca1_(-ZDNoQmQvfrB1!-M>h&F=7iZqOwwUMD8P`KOMqxOh~;ZY`bmllX)9h!p$4!JxOiQty?7H5ggfPb>dBp`1*`N)l!)9 z_H8W&&9BZ`MQ_zf>FJbX6y#^xzX}cAf$aO8?b;;n8XCzNCTw5*{T5*Fb40+lw3tt+0UJZ#n4L z@uwlBUEiPizT%IE?g%ui;TdCelqVEbe==w$iOX|RN2d3lx|u&VX6iB>HF^$8_a392 zihuUF%+wS$PLQLLCQ*c*3eRL%rl&{1J4ZHMKx8kbz6QrM0jO!P_BQ1_;~M&ZeF3zMyvadC4yI|3n?sqnI-x&%9(oRGa=CIV{BT1Z#XtZ5;sE9im`*EmYkh9#axiO_ z^l^;-%wA{7QeeDBJ`?kervv5m0zU|{GTW%T+3en;amA6!6rW?AcY3!I) zWDPADh?gv0;LP)Mx{EwWB+dZOjJmmI_dJ9H2pNl684$#v$vyEKhnqH55)$-XR9joy z*78IW%~3hJB7m#MVDyKiv6j}#2s0f*LRdbIgekD++z!(&EGa1&ZFx&*h;!e}wFVLD z4~g@C!4kR{Ky6}fw}Bio)Qpo`*-`~=te!5;9lVbHUZnV z_ap_h!NDFAKvZ=rfeq5CYjgtkgNcEw!UXjnH zBHYDrnlu2f6}(4~B|(~wcjsS^7FgV1xa9sU?q5D3U@2thO(pF-q;L%j)Q!;JYy1KJZT%vRgSNv3Fnw3VDrX(lKIqCch zwB!j5O%_ZgnQkV>^xVhRvLuGn%>Gk@8UfiFJAKQYN4z4?n!E6X#=b=_`#T)g!gVuA z5WRzp8&kuIQ#C?c8tM+rY8ghZ*DEal8L<73nJxunXK0>xq8@K;Y%C0>U)V=VA)a-l z{>uMLg=mgaX`t!T3051Op6-Q=51a#!J)ngM+1!F%44CMVeA_4f2KC_>Eu!ASiBu&< zAu>6-@FQ-*=n}(R2B!50r+EJKGX=l%XG}R-sRYp@NOP~2PDZ*@WU!N#&H@a*%GPvM zRaHIX{^66yVYL#af?9Lac29)3#tzve-?zt9R(Wv)!c^LBH)`OCzM=K9e~|pbzu6)@ z7hhw1+*RJq?8T|etN=u?3`HGmF)XCIsz>Fd5Ecdq{4!<|M9oyprcpr<|A8^DG$AWW zL6q)trO~M{N}Z*A@e~R$V5VWpaq&i|6{6S__mH~TF&`Ki%M+ZkZbrqB^ErkB8{({LA7VY0uMiwlNB}V^ zVc-@3>J_l*{?DSm#>8kUm?mD6l|0xrV{}ppY!-=9zT zW#Kx{eO@}I?myld7&Ar8pD}pS-b9cyIocSNO|Wi3`3Ak+dqE-?_7986C}ij9<(0Ly z=RdR35*w6A3@Q3ksSxakM~OR~RT^`3$32|wrZYRaw(A`KqaPuv%pk*4CX=E~No01b7nR!5>;(7h>9V(0w8|j+$8> z@K;o>6AvlG`7oZBn8hKvn^9GByql5pFUgs1aHi2Z~P{9@6MyAI=G~D=Xw&Qj|gMo^-vvrg**VsvT4$ z#-LM&nMuVM8ex1)-51%@=^TqJP3ZKrEjfvQRO3MF9oR1t++=C;45T-(;0q)jJjhlG zR$4uwINRCTap|pIdwE&=$TC!9;BS1gPY8Xa zTH=+o(tZ8+Jgqe?^rkY|F;RfKg+qXY!4uW(A@ktb__RKp{E_GO6_cD~wd%chg+8xru zi!l$Qq2?DCaP){{5~{RFE#ptv@)-*!a%BCBtUdv-&wql zJ6jlKg_e_MW|>G)Rs%*_i9*?$!i4;^qNadbWCKSE^C3Xu1kSbOGs2DtVHRbndzgiR z-wdZ^fk5FSaF+l~lVc>hilMLoDYDD;R(z)@cxQO#=HyhRQoNCm6SYhmC{?alJcV3r z;lUnJ?srZESTKHrF{iiBnt|SNPk4JAc|P9481Q^+mUmkKHJ!)jOFM znN;MX2Oxh)^SW>W%K7k|4WQ2mwIr*$j}hy z(x(&1*m+Ll=_M=s{I$2~zDRNs#kqB9{|x;EUn2%&d-RBB!@ol$-RlI@=I3!8hyMG@HaHHe)tF&WpwRt?;{oL0tw;1m zKDeN7GE^!X`CAy6RWH5VeqJOX>gLmeU4q$=6ESc7HT$yxLHX||yvl-KJ}@;Ej^_g{ zDaal|)X7BYs(j>LeOa-yqTU3y_`gu;e+6%Y9`Rb7QkP=P@rrO;BmMI7|J{b==%pnU z+8h4D>|#;$lGOe7)xp2naFb)-QU5V0!>c?N$eNxmF}{o3<3lQD;CIVGyiQDKy&n(o z=rulLNN{aKT|$(9Ck?>K{+|nuGbWc*ClsZl4;`?pvJ~@u z1Otua)C3b#8Ao|KS&8CaW0qBW;{(V4LT3uUi-N<6Dt+AS@6Y&*xqX}n#2`nR+Ta_6 zBpnGE8RIdX!oS}JQVm*me<{h%$3$`Z|7{Hj^oV?uhuQ+DJ!y7H1fuGUi7CzQr-WZK z?|5u1>Jb}j2Pk6GvEoj+>*S=K5`V3&^=LiUea@}__7xpHD#2;xUBFRA`_FFXvZKIa zb6W|MC&|y?Q~sadAcy0yzbp?yWy^J>T4ka|Irz1t#K{&im@N4n>hzrAwT{l8r-Zk& z!eexeZjQTK1r6M79(=ji#a=EQ03hPg?<@i3dVD5Xp0*nA5t^f3Y!*st_vLfXKd3x9 z$HkOEHaa9!z+HA42XA931 z8e7XQ^IIAhh1hHO&Avh!^DVAWcz1^UJoeTjHqpM5_2{UWq(qnV>Ra;j@0sJ(PF5F( zUtR}7lK6|I8ns^13&H?BQRG2Ygsg>Xj{NI$qj&#a;@|mR_zNMg!uFaS??$mooWYBr z*G`P5Jn>J6py+mMUpCPzdVmq9hBpvUc_1o6)ry;@Q#yeOjMQ{5?G|t8%AK6Fuy{s7 zya5mrW`MNzi(soU6>YXMEHhXfXfzI}gfl#~Q7}2xSV81|GoLK2`bC{Yml&rRrg7xq zL)x3qaQx_Y^>cFfyWEh$d43-bp!SNFN|Ah5zQO^jV0 zNdWjPP_!&r2~O3)kd*N|*RNR*MK{K5qVwonj`KN42(Y%BYwzStlrw*`cEeSypq{ZFyWG#l6s4c& zLya)Pk#k~8he8>{Ki)c<2Eji_)a$ZJaQ^3;ZH8V5EJoJVTu7Q4RcXqUs zOj8ljqUThq?UCJDgHZUKu|Ha*FHVPaT^G1C6)B|Nq^T3r4Pj;-c9aH-xI&>?;cWSfZ_YuIV1pZZrkC+V!-f-s4ei5-B9QHZ&S_| zc23XF#=TChT;T3NaRwO|0bsQYzK%eNwV*gX+L^GPq^WSMo$ngR&?kb@+OZ zhWm}C!r9VBLi)oS&-tu=c64h`Pn`K1?s>3RRW*lnI;n6t}@p^^D; zLu58;fG^Y^YFkXfnw4b^vbRvZLdWqAg@80Ph9N$~o=qRpOC!kk;(|XjAd*&IU;;99 zV(aVcqZo%cU%cO)MxU|87Z@HLL=5jVe=FA^;EVLzAGc+Z0@@tR?&5Yb8oDqZD%C|&=*Vbdu3Y0%$mB;W<+XLSkK0_Rlc~c<3>`q^OXB= zaDi@ZL5;@iRFBFo#F#l;p3@>YIfvKt&@q(aZkRRoy9$~WTf_>f05U|ngUWr^RH(<~ zOLrwx>%I{~f?M%2U!ur~7_24c00X20K1*XToFdb?eP0UE%rC0W{6~rStItpjvpl1w zEM`3=g#u(Z$II_N#sbU~jDHt0+mL{=*g!%6@X&ERw!qs@Pnd8cG+s;MU727$B|dKS z$LJBWCl*_iUI~2f^lKHaIgDJDkS}eR>Btx2k$NmR^T=j)pRe%)s%c3$5ge4 zRK^AEU!l48Nal&hHw?)hM)9E!2cwnb{J-FR-dtW%r)S_?L<|sN*V!hHOiBJ&dpYEu zV>lE{X8wgRo!Oo$s@>fCI`8CrMn*q{a7-aCu>wQWP@)>aF@tmT#1DAUcwu7y8;=EO zC<9MaU4_Ea>mwvh3ufw`Wpp3$d?J^znuv@29Nhzw{)C+kgg@}wF-C`pG#2pGu-zp7 z_QR0#D2qs9?17(ZuXoH3W@|fPQ}w8zjG*!CS+#oiukEE&FHG)jn^ZhHr1%`>aL1kb zwxY1sK_fl|9kuGW=nOV>mE&6H39iE8$A0zqevC9bHW%J?9B^pZINMe{U?zI8sRD=|@;_1?Z_wCL7E zPPda*hIZS;ermQj&l?4Jcd zVFX5EvM5(5Nf}Mq(4ok9ducm8^7N;v5*rKpk%7Xku#@BI_g8=I`i@|sSM|g1tG|8< zG7>%A2JWFHg0(--Bv!~|6j$s`g$TsBI62`>Gop&KlOd`lj23rtaCq$Z4@gYGD;Brk zh0DOYn4eRoAAqO3?6XR3ZYUqKV*lkEPQEn&JDh`ZsAbhB#O)yW$(joGy(ymS5E>NuD)a}}L<-j$?}riH1A=N}%_x!`LbvDUCzP^L{YY)db2 zXlMP?TD|SZ;VwFG`np|Qfab<6t)@QC&3B5vG+6B-QJr(w`^|5++sDn%4;-Rx>d+>o z-FLT_J+y0>tJnFq2CYdM3gbB1te2g0Qw;`awonS8W#cqY-SD%^`z z7mtFs`2y{HzO?VmU*q-Wc689QrX_v%zwMV~+s;OW2z&xxsItcW`s=X5ot3oNE7z%& zIsL-Ep?b@KEiuYj>u)A!E=vnlo7{L=_*OMVPUgXo`!Q4Xix<&D>N;kBQH|#hUpl9Z zWYN3Q(mdeY_%l_ypc}onDB-{5N2C_EH%amSQC~kuS$j{bP9a%vXR~eaDI{!7xO-~1 z-j$m#u`aBSC^%I>^R6;qe{-rf8S+>tM4&W+j0B_%q4X}zO}tFj74!JP#0@h|C^ z9K)8~>8Tg*&&#<(r<`3VQh|;4-IUogRTr#O?-SHAq zyCvZE_8Cfy=YpWR@>I&p#vf%-*tnoMf&J7>vPb(``a^*oyTi)d#dZrsjAocr6iHB1 zU#3Dw^63Z9nfJ~c7C|E>MHaP_PUcS{jh;kiwk|b3w;vu_4W(sbl=|yfA2djZuTJ}g zbNeW6_h?Z)n9TC3Rao?nTJRt(^WJvvbQ$B4dhjd$@s9|A+<^>c>ADGDe6>^Of(`Hq zzoz%_|Bfb>1lr~z1U<*wG?*D)F49RpcD~J0q!cO@9q;@ZJN`fukrWdr)ulmyO+qp- zFc8-!=_|hQOv0S$Mf)_h^V|V|)*<=!2)V4$8rh}U z{E@qHJ>pMnLO9F*$n3e-?el7ej+IZ_6=ryDtb5&1Bng3*o@rr2tbDuK)~JWQ=>*Z` zLhr$kZ#L78NndB|tlcvpV%9oPP+ik^&atW=TIMFneu~i5ua}`ueg7o#y*{TVY2l)6 zSHpbv+@*?gexJp488!o1BKJGK7iOXn>bSXjth&MxGI)nOIZ2zC;hKCuRV=W26=mf|lrIwc~Tkr>|2TNZ37Zf1Ixz*`9LqsO%5gvx*EKV<2)F zwrD7Ebuqn6EcwoHti?8O$rXD-0DH*6vQ;eVmirvpmRTjX$K|~N<^aQ3Bg(W+y{yml zaj|53112G8mwo>DLd0<&OWxld>|El>#&6GXX9qS|Z>rM9d-+#GS7!kqlYT}G$a$

PR4abL+F4duMj1eZC@1Bh!`r+E^w? zE_(TjG>*nd*Gq&{>`2R~;iI7Q_b(}i)D~<$iyK;3lNm%E3gz6sW||aNMNnjoEH%AH}BV6an`3MHy{o zoz59Msm=at@h)%t+(b-bWehV83!c53N0XdHUcWVph8>vK{v|C04=AZWyD^r=Yq* zA)2tR`uXyUpBYgKmnQqvC~{^~x%BhPo%k;9^tR&1)Aym5POtN>z(gD?Uhl`}o8{PBj(=-Yu00;D`J;WvMEoF! zf8>pyF>RZ;4o~3X?u>T%weE!$x2-#u{t6!V{4SwN{3TkWLD8^MZhSPdzlQWt(M#FS zofgidu`xGmR`c33Sd)^`DT!QPaC#-VKeQHq?q1%s;PAsn1K6o5Je`2iI5Eld=K%OJU!@4e#(?ek0BwD|%wE$J#m87dK&D3pDOz-@XuG5GS ze=eSc;$7@1I;AiTYxyS*hpT zSmas$cu`zaMOpq;xw5@12cK%=D#YMZ{&r#AT)DY0rDY zMa9E4n~SA0Vx(`SQW4Zj?+%b?doJ+P_G$_S$ZI7d^HpUg$s?k8c4P(wc>|=!%uI}X z(YF#GV0Tj4xo$g7`H1FTj0!fPep}`U?3yWgd~g!#ap9X#zVqVcgJw2rW1WYyr#gJy zl_PI{NSj>{Py5idq-gLQv7i@_n33ko+kZn?h$=a_G*(bbnY^*mfLE#Mad!)iPJQbP`O+0C?Pc1Qwj+z!ZbdL}%{15s`6I~pHkE`- zC3Qe+5yRB*7lvZB*swEBIOXSzV=dRKqYbLp#?k!eUw9{&`GVX>d}U=*B<(hf+XX*Z zD=6mgH16Co!DZ}h=?UZ{t?0C zQ&UG)q&|O_+0xRf`aKLc=k}*C&6a`G4f53ft1U|a>T{=U(^~?2|!|%0*;1EE`}Tv4@?vweq*qu(o#m(mOTH}(*~@>(AwYI zK_iObbkEpnLg-Kb=DsRTq4f*TIH!ECk>b=W;7-xC{R$TpO{pymDB9g**>3^*kCR^g0QXuxASE!@85@U4Y9RO4>XJ?pZ-i3o~C( zo=LZp*V?I=_e!?To$zt^Sfw+mcO=v{0(CsE)Lp!;UgV7QNlz>4rEWfud>42}PT*2< z)`E>-^^Kwm3G?4n%fw2`V-hRox#Ypw`UcXc^;NOdoQaJl)XyDg==bg#67O@kY zjX&k$ur#ey?-rJIX1sSc+bt_S_F0q;a~0P%ob=H)vdLrS0vbt<7co1PN zQ0nfT{hK79C&29r%t&eS@U?E|j(pO5V0`}avT#HpjJFxfx0Oid5$Uo*zZ}yl zxls=dvscgpl)zdBh5%FqfUN_>y?YAnJQ!Gif_LN6VIvm6n>JGNV>-GUd(Go#sv)c5EZkS$$=*vbCA^QwCW!peP}QHu@ritflc)> zqyewz-tmXv{V+OL8J;W)TfXlrt-@w6AhmV3jn#n*U+CO*bZ?K;?5a;E>*;8w;gZXp zs{9t$?!v{&)! zw~DzZwfo!?2nZ}V=8bDclsGayjn~z0ep0HkIFiHFTPt*e?d2OQ{l#kB+ir<@ zpHqXiFilhmn^idCvSRz1)<|@JO4r)Rl5S@TY2I=MM;7mL>zWfjkD$>00F{0}VSI1% zn7tR12Dw&PxzYQlU$%Z6AirnC0Hw?Q_72eNAkOa9G>}{+_zusuO5W+%q{7i1WY;R;Yxb(SYX2cWLEZh0}=OLOKJ+@9fYGR7HIIm(nNd{Jt3MKl<}Wdx z+S!m()Vg~Fc9tSukVF7;qYjdBtV(4DsE%Mn`?N&sgz@h5#oT_g)A*&`WA@ z2HOT?olzoReb5sgiD;BgL0eQ5u#RYWA6u_p7A}y#)h%pS6)DT|O<%rm-()FL&4?(Y zWs;zLYjOS{&oT<8)Xyd(rKB z9_mK^_`JjL64{r)xcQgrIQCll2a`is!!DHobzlZzk#RF;8mun_Yl6G)UbE>g;Wy#o zQ13SUk1YizrXf0KPvCI!LvOQ%ndmJkD+_*5*YPOy@{enwJu@zFC^s#+Q^M}3aC(NK zJ*p=dnyA&5!9g&-gptDgqsBpDRVK8p{q$9I^`0(Cpd7;tZ z)dn8g$=5-{W@Q1rF|{FRzDyPiniw0?V)SnJ zP;zPf?HK9UnZ4uOjcMA)>-ilTNp}473%y@>zS|60TkMhwK02n`nm)QPurJHuwcMvDw>g>*+F-Km1 z&a`BH9bIh~H!%g*13C1kA}bGqk5zK+QS~gI=9N>K*V>b4c8VlY?)cJA|2?rJ@)?}d zo%1N8Y8}*sOm<=W*^U_wbItv^hV=1Qx?!lyk(g7CXTZaRHq52N-%^OLeXLfX3Ie7R zcp)voKg2MXfSbRxrv)5SFxqGVf+mrD8gZRqYot|cg;~CDt=x$1iDr_M;3D-h%h9@z zb?K3*;ZKY37%aj)nXLCqX*%!;#RIvub}nLxSRXgsoeFW zZk?RWR%3M0fc>M#>&?G)%43seRDMpO@rF3J%h79stOD;9wA{F+FIsiBzgeMqs+e(< zaLHT)Ud4(K;0NBR65w?8ct=trjrVAz-Kb$@z=rpB8v1>bQtRI)WJ8ic|sP6Q& z-eXQjHkZqe;3ad28(;Ho9ycdkwCSd}e$%EG(Qv9&uOL?F{k!G`jZ*_KbvY{xbwOVe} zKUHZRoBNctN2f~6-QD(rm@p`-qdgPbR9#i)wdoUmxyJ_+COx$;Y!%UBgGp`-4!|Lr zV^0UCJYYor1Cnfo?h6c}%(3}>m>U6v^!G5`ftfJ@`*w7oS++q*l;B0@jk#zdt2Bvw z=|4W0<%q`PD>#x-iVc4<9~3Mai^s zT)%loX|-`@^;8Hw#3t);bc;cJh`D*$V4KPWW`5awh5RcDabv?Xl@^ zg|fNN2j1eh^9w5Px%YC1rqO0^RmA(QXG}MGLvC#M)GNGjc2a83XoBW3mO~lmrRAgm zWEDRR?g&T2pKi{)NzJC_55W}3qZf1i1{XGiDR2{DICx{c9EfN4i`9iK6G>AO`Z%tI0;OK#n(238%fJv`u#$I}M`M_I)WbKOh`v_- zo=$HT=r$l^l?68n#Qx4MKws(1^po%nSbMA7(EnWxh0fyVGVDkhWO}tnwXNM@Y{|5_ z<94Es;~x49a5ABWhf7qJqs_@P~?b-eN zoQJp0#%9w$Z=!V)tZqLktP3Ma&iO)cB~jeE4lP5&BC=zyE_dMju!xP$NFPh}%Seov zQ-rdRAj*79{538iOGJZ`H@{CU(_I;QntI+M>vAkBL}@V4_TN28ENu zeWWQIvI5eyvt{J_)82EopmtW3LfqNCRi#ta+1#6-Q^=mC z{!}CWaYIQ%yg)7#tv2(BW=CORP)%#;l^wV9$gn&ZnvjqM-4L6<5+UmzU!Bv&I>DSn z%ksCg*%~pI!IYYNa{cc+rntTeQm38nNHOhj%eiHz2IoASxeL_H=tYCO;J`Yc73)j$ zBjM!!9Mit54p^QGBhKi0ot>j}3f;CyuLz#QJ9CBTONrfGwhoIl1ak(S_Mu(v$X*uZ zstJ27hR)*$gYAq)!^OVGrGJy-QeeUY`!0C~P^e*@K-v(r?ldAhH)C_&{2WD!D{G6Z zlX?_3=63QSD-{|{C(D$0aw?vCdK1LUF&^(M1^c!u*@{i!MYI`r?IaW22{f^?>SfV| zk-83`(*mUxI5X6A`p~T_mXjpb2Ocv>PM-ZtpnH3>WrHwb@xbrZ4I$kFqN(%W$ocp~ z`|TC4v%5gxO-qUdUU&~H>*L%W_TO%pG^2{93$s5wu|Zh=XmGjx zy2R{*Y3iK$)cg~A6;_U-xHp=DuL0b*L+QDqs<*g>*_7fAg-A^7hDvyzl`Euw{umNs+g5c9N4Z2QQh#WrKM3_0>9eiZLwVtUkZdwKjSlbSrE6dRF*Ep%*x zc5Z1SL#nrs0=+ssT+>T5k()4WfywiML-2@KXu$4 z1E8?gCzer0QC7FS^xMs(V3~Wp9E_%BP#8@?v`it)XSbsk!dvtpF9Ml1a;T(0nismG zFcAeifZV_gxa5A%_gG9uJDSUdCiA~)<;|IOgV9}ZRexA z6S;I|&nYbR_iFiUmVF#Ng<1(S*nNVqG8CfrCR(Tje8k9*`k~?jod}VSehWgx&n;bk zWYQdR(LDWSaPz&9gqvBUaBnXs@5-%Wo@07}a;?nn_&VR?4Wz+*#D$_~o&0H#4d3JY z0B8%3J5$*1C%x?VTqh;)ni4%ZMqgdYrn1+&#c)PC_Tyz0o6V*LGueuv?UDJ#=Wo$b zA@V`gv%BA^lBI!z;Sj!vmNZNx(vPHy4}24(nV`#-)=F%>lctlORkeBYVI_|TrLy`T z!!Ws@F*7Lw_stD&Y3*iGkC55&srdoEtn6ZD;0JZw{Ml1}r*L-RAadlmy)2z^r3h9V zJ)_UQ7XWS-z+qY9mjxsZWLNDS9l;b{_&+`x%-CXvP6L~cjm}$gV3AGG$Vt&~nIOU!eiA3|2Do$T{m8od(=G%ir!mm|C7O!6pS8}ai@ zo}L%_8h-UBe_fILI9m9U?e_T0VS_UnBW^y8xGPm-eVafy53Bd0&0YcWltFWC_%Dai zi)0PRh<2Km){W3PW#u)Q!)jP-yXvK!PTz)pGwtxHkY>bWMAHxy5eDsWBxXp^7|zMZ(&EHbqr>h0X1vx#p* z?c}8S=#MX>Es83XAet27grtvHN!NH4H7?B28f+y4fuu6XrJDX89Wg0~m?) zb#*DHLn&_h?{a?s|ISv)OPEwzKk#YWDwk>0 z4-*I+^K)ax*>;9aFdN~3L;Cum^zeblFit-RaZ*C<>yDG@1=*3#fL1+0>w-&CGYWrb084jDvv222ut zB>J(evOc8zVgY5YgtSr8RX2@YuN0Yb*7f7wC=Yb*o;0w28(SqtX?HDS-dvBfNtq9i z;=|wBAc~ojcCI~{vtd4~hNEXE?@oQ6j#wD+lT+6^GK7ZxJu-@I+_-4bjvj_fmm1$U2HuaskI2_@bF`~vBSd`IE z_7)kqs1d_zzh%WQcQG!;+ASwjFm_&+;(_5Joamr_!k{9K#25)0i!UZu(4=?2w5gP= zG*AklyA>^DRPTISU&0R(0lEUzyrAH*m+rfi?o~G`n)^%uecg2Rr=CPedq_DtQ8Kf^ zWOVNfJ))OmLnyjRWt2O|j2AUD)fUuAdvv0qv(!HnQCws?_lN=ov?+LXfsdKK;{@^@ z{xGHw*ADVdS{TF}9(EkxyP+!FrEyQf1mSFtd*t!CNBF#yRg{ZHbw|SNkN(Uc0VT)g z9V2dbz25jL#0weaRW{{eWyYp3>roj>^~o?=wXl*LqQp;%oVGX~{KD?%S0Aj{l+KRy z(~7w)T|An>3TmZpGrFQp@ipf<4{HG4NobO|h1RG20SVs$&+)GgWBsd0`L6Oe`R!k6sXTY}H)OV)5?1Mqz@rm5-F76LmD? z=*)H+pq%+4!@Qb<%eQ5jniby7nasoG7~WJ!zL@Cr(sx`*D50lxV*AzXn$N$r0Z*GV9!pIM=zvS&tHR?Am6|ON4Sk?HtY&=qEkfHi9 zBFfc8RZzwBK=GWJz{5+{zO(vslF+cCuYMEv(9-lrd;F9kN-TZ4+ZKZ=Si09#*=@Yo zSNy2naw_{WU?o}V8nQdakv$YbjVl^t^rT+?;$8Zg^D^5Vmc;%WLC&EL2dJl({W{`y zmD#7XXnYfOgK5vJiDYe~`}N%;GF;Z1CvPA(ytOuwOj*yr_fDM}F;?0RbUqPA8Ja}u z=%0O$NE^bG%{|QTCzId!n{CT{Qn8Q{V>w-yika1c2M~1cDb8lFkAYdE4ynwoh&JDG z>gOz;{?0^=vO+WrLX6Dcq%$`B2z8%aGcIWKbz*w$9ZPMuY1#_8dgF1VbVIblW2|x0 z@_Q0uM=NFNyT*m*B@rfT&88lt=oBf=ZNr<&t;Jjr zQ9W$^@<{tq&BwWQy5hNe6AeSlLnBK{cIN0yPw;ztdFV5+vZBp-JDr7JUm-!gd!l?7 zzvk>Zu_*<$fMxv=_d`_|HR4j$$eWfPA9vWT^io}Lds*DE+A>`)nF=0BH6u?^2|My< z)dC`xL=1FH8HNp4c#Cjlnu?CUXb8Ufu)HR$W`#6C?>j88;yq1f4bqWfBas8Zk+lTh zDb}|;BLC~f&d_g*@4^#8d+I!0Z+PP|!+F5YI3r}xIT?tDBK|L~&XI7WlnM!kN(8gQ zg=a^k(+?jsi7ah=N;XDE_{{Q=zD6?d*64{&VjFOSf zY0Jo-*?X2y_9i=Y+7hz&-XoHRkQuU*&F^*Ab$z~{-+h1ox&I1robTf}-s3eN&(!yQ zh1h(7NZ~V$l)NvwJh2t|KMHn;^IL+mDMXu(octZPFE{=gRw()XW=VVFF!Ad~lI9?ZerOP4-B)IH9ds39egmV#dzlr-ZThQu5W3_e#YxND|nhYEE&g3n) z{&HZl`8WTx_gd-6DbTknpp}(`zs z)klrGE%ag*P5ToCwSM|7wDpGJT=(6qH`W`Yoq0|qR6#pC(Mdch6#21qwqIhoW?Jl2 zoAmqYT><-JDv+KwJszrO00 zDNv+ z9eLckXz)dEp1LyP`AiMqQyza60Dm|Ju~Sv%7pW3(G~UIjB`t?+n|FzmH{1H?xi#U* z?dn<4cKbY>#5}ZQ?+wye>Eg5G%ZF*%EwrW<2Z@hc0`EWcoMQh=++slX=d5^qd$#<> zXJ_AKFFSMeR%Oehr_@(}cGh~_!NOO2y4!9x&bVEST|t3s)Y{c>_Fd~^@X3IPo2Ibq zM%DmyHd#T7XjvIlg@a>?g2$wGD{sYmHGtl5!f zo=}3VwU!@kn{0*>Qs#?#>jpznRd>j1MO$|*GnpRe9d=&KYDJDn+>)y6Y)`zg%PM$L zHGwcLy_cIp#aPJg#&K(2ApL7Jt!h#9Z970yJWJq}I5&dzPji0IbGWMAqPGyI8O49^ z+4=cq$>LlU`$IvILp2@Vq<7~!hGE$LCl-|Wp?u?=-9J+c&VNr}i=X$Unvg!!ZCe#} z6D>c(Hf%oNJzYMMOJVV!&z@;DovK%m`_H3DAS7tu#RmSZ+3tNe%sURK9283T8On!G zPNA0>TFz^2^FI~&iA<>TXN^_#MmEHZot?_3#dR+1%~Y26?VM()_dlCiTo$96?ie65 zT6*XZ5dJ!4K|R_RC(Cq$>ll(xfSS-W>=Bb@x!1RiC;245J9LA2s%MO^6q@I1+}5xf!t1WK+jzeyDk;*lROnKd!36 zck^Wbpo8X=c7A1BI1AN+`{&37jvSb_l2~}M#>ZcD^Z23F1)k~sn*@(QZwgR*&!M9a z5HY(7+gJvCtc-u+PS3j^Sad~la4;F)Wd~(8rW;A80W9Hhm)RZBn0n>G&WkE z`ius3vn3mT-w*h8?82D$_qGa`e56^fNfLRy6B%D;M(RE3!U>jy6ef2-3zVe3K&qh) z8&(rY&N|wF>&KKMUKYhjUwlGoC1P}XjHl8v(`sB0d)U9@a%bw#o2om&xtM(E;2F*7 zg>#FZmOAS#_5XQO2=0l-LJ}dCA&bGoERCE@|DzQO)KlZ$2uF2ErRV-d8;oWIIp?>ohL0`b$z08YD2p*m;xxOmbocIN=ew~#XDqI3JeUhdHIH9-1R>}TA3yE@SP!zx^*0pbwyrAIu30NA;MbjAV=C& zkq)^qNYb|wPG}okx>%Z!R5e{yvQskG-ig_~JM6J@{Eubg2f!RDEaroXh&)}9Dzxwk zh*d&6l(73xa#R5>q;c8oy%U^kjH`xww7&Yu&c`!eK36u;L(jj+X~19SjIZ2?{LXjx z_RpZb_Z(Xb_hWb%=H<40aAqd;bnAi$O7=<@_2wwcA{%AKNqyd`{+$}>4F_rI+C zjsEM?@5QFF4`jQ~YC+j`*4eN8!zIBMIp~%0Z)y1?jj%T!plr*R!06*U$!d8%5WChA z5Fby9kiRj_UQ7J!g9fKC@0A&$6zR#L#&eDFO0=xbSj|u|-M$p41!iQPo?~0~DgA({gV1%L1 zezwd)g8M3Qlq%OudGpd`+tZrN)xJf7TI#^+tGLbQseML%lV{gU z3dasqpUqC=2OhkZB6=h@8tnH~JXywU%EVOlR(xWk-_WprPkbC(uI|SJe1Br)m|?B& z?hebD3vz^r9_q-r81cFHeD)N#)(kt4PM0;k151gXeaI`D^Zt3!ihnZM?wt&0>_PGU z7`g08i6EEd%kNK$-y*Opk~{PxBDT*@8qUdhtw;HSzPHLV9^{@MNef8q96UA}QPgr? z3JWE8YaSVujXT&Ul=8_uVpSw!b@t?P9VXk2Hqm{?FZDw|idngyMlt3BZ=Wx_-1Ic+ zQC^5%+T{Gl+%EHHqcgAtlLfan`^6Z zH^nP{jM{*x@%-8|9|5a~PL7SQua}uVlx^eqZ#&7kqI1e9$#grHJ$<4w09^vT_)+e6 z_+^-ee2D@OyRjeq9%P$lyL{HWh&880GS9<=7F$AAdc;%ors>7mFiZN?W-g=VpDWt5 z@iN8R_ZQGtmd`QfL$Ah18QxXy4sCJ4X7f&&@&0AMQB?X}u{vz#d`8xD&E-67_Iy*~ zyDPGMZgNy`I(#=X1k-@%cI-k!z@cfyz682tOhlLGR;CT3auePdogYucX4`&_PZ61G zBUPVkT&IygHUgV~GBf{NSZ_V`tB96xYOf-{Z{W7|b>eJGOi^T$Mu9lSX3%Puz zOH2&Ca$)XztU!AG?Q_q+I{=%>EA{_hVWA0`teX9OC(133@pPAm1txxHP(vXLO$aC) z26W}3xVqr@Dj*JDcJpF(R0G3L;sxfQ}w;&?+y5kZ&Iq>8YatF zmBvr_H~4ogj#?G$JDwYGQm!@$i5UiZJT_lnBJj}6cU*~cn_#>;gXte_rlc7+G|b%W zbEB*FxQ(JmKwu_%E!XGT_)(UP?Phn~;xz)w_C*;h^*s^9T;1~Yn)x(wYCXf<@oORR z!Hy34;hPR;2OKn-4=g z!r5zwH=iyaDpEth05TFhv8}#j5v7O9t^P$Xnf~7`@c=(LG%8^x*-&N*;aplS18y;B zs6h9Q+Uo=qWDSyxT*qDtn&s2DNPtZcG|;YpZgP~ zkjvIKVLdkI+DjD}PY=!d4#!Y#p_;&?-I9^rIoT9h<7VD+(x1~-TO@WtU~hka{KE&S zn*@I-%+Q7dyF}PSZfV`1Ii<`1%cr&ESuM9MhoO=KB>)JB+gCs-@f202C;X1;;K(}q zke{?Zg;eZnU(D8?%-Qs`=@zHO02#xe*_MF4waKi9M6Z6g$zI_8X#ce8A*o;Uo{u<= zkGS{v*&U?^yFJ&?zc)24ojcPa>Ej|$^^%?<%KeJl8+)61>+c1$e6&Z7QV~(XiNw48 z;w<<8|7;EgMYWUOcT`9O3!-psAS^OEn#<>q*qn#2iSH;u&mz@RRNORcV6lDCdFWHk z%aIv`5VW-ewEzSCH!(Dvh(X;Zbasc$YyxZ3UmEjAmumUjw||}Znp8rY6sfpt)Z1Uz zuJ9(^n4jyE271C1w$?I=!cp&8UuaT`au6=SjzX5MG zbDtkciOa@;!oxxPCZKRV&-~d*(<-mZ{-^SZiHS)VfDZdJ0p}ITfLAmhzj#kT%+Yf9 zDkqXkf~{4F|Ki(P7)uOd=~$JYj}KB++IEhH>?F8}i6%Yu*MI8Nn4U3B2QqNH(!qFiWj**R8&?5A+tgxduGnUw}A6g&!%Y;GE+H@#bt+Va5XGS zJpAWRp?BU~ET9lkuFAs1#&LtwlD*{h9|oJk%5#Ym+D)$!pD+VF^I%GHa@8s=j|by? z5ECJ_VrC?%JQvP z=*KLw3(r1U`zAb4u@n&J+ymGV&MHLswSmG9{#qng$^N1@GZ=3~gS;li_3Ipkt6K;T zvVsbhet8X+tPJ@>;p_^3Eu?Sh3v(F~Y2YWSCG6w@yA1UeG4coC=OYIe=YWxLQsNRr zqF$JUtMQrGoS`UTL>YOKuBt0hjA+)#`k&ud`VVj&d|}izq}9Td!5sR7VV8feX@-Cr zZv`NDpvp0Y9A~Su)JrNr)9O}GuLF<~FrUZ-Y^WYDld$>si;zg z(gf40oT<1H?)O$2m(VXzM9Lr&5FwJZ!hC%1ek>Cg+acru2%OZ!J`SkrUV!UR0KM9; zQD@SY);zvqYf?e2{~k+EJ5sBt+^sOtxkM`=xS;kAnh)L>lzyS1G~2#?Yx;AoKg^EW zpXMo?px*}E*5!E^4KB+=o;S%k3D01aE0k)Ot|8bKbxN6W)tuz40geGeu$!0BFPM~n z%E?k6tdOR=1|~Bc&PX8Dd>;76YG3w+5#f?*RZALiNwZu=QsXA;6?T6_YW0`vsgdT) zLHjuLnI(n`^y~*6K(AbY}gi0 zHMBy)6yz^HMf>h36d(c6@`I(?QPe{L{5O>EEN0D2PY*-PKDo)R22rwBMS%2dB1RG? zIJ4{9EK)v9{vz)skw{YVDMJtUadp%*&>;}=DVtk<#mmGEc2F!@QCP@wo(d23^TdQ^ zOa*9WHGe`qShkO-p=kdZiZcuaNnK20E>4o1Aa5P5iWe-&ON=vwC35$yLuArLKHCm< zj`(cV2k`pp9A=sW6Kt#RYUBL5PB&b~`R^^+{O3B7@+{#xYQ=vb{yEHvlldBdW~MZY z7|bsaL_?tm!Rv-nF@OsVZe~5!16{RL87Z{{61lGX(kwR;6SSZK7*zlacLaDLNV9?t zp7vRJu59$MCv+}sM)W1a%-6ypxk`epjW8j*%aWUFccB+?9VxMDs1w;MW71c5N+fR~QfjXn>5npb8DdTU&37 zC;*lzt+uVI7N){Kqy6>)J?~~`AJ7_sjY9SWn8uRXqa_!FNW-DxS;+MV0l1I@YWlDe z&2#6n0WN6MT=ob=g}Ya82-iiO{w-Z3fPBvL4rt;J`UCAM0aQEmmAy2&hFZ4i1%HMW zH->{!?flbIl|^Nqx+Vx(r!rtt!9qLCD+T;E2pqsP|4WLL6r%24aoySKxC*rua38lw z!xwD{!SRB-0d^6|PfHDe7Gj~E(t*aVA0{q<388WZMd(OigghLIyKx(R5omRvS^@&j z_#f@Jd;$Cv@H`LQa`qwg1QMMs_MmHt0@Yo4j-t1~tU{qPHZG&CeDm*>5qjU@Il{^P zXzgPuL-!Si2~jUP5Y;$uOB2MXU_16+WeUHbkWY(|TB|4a@|^`faHRc0xmR{j-Bcn(A} z=x(ibUX(8n&x4j$Rn{A<{bQ=T39Ns&FzI|7`G5Aw926V!A9acUb+apk2*jT)kVPc% zfByczH`k)S^O`sVh`4|D%7p)ii`K^}$b-x(f#hHv1UHBqUcd+k?3+<2O{1T5FkW_+ z+)tP<6@Z9ca!f@@iK9;lb80SyjdbHvd2TBMj7`^&AteEpB1C23K!X3xfip`jK_1~e zwExeRy{Ps-cL~4TZNf8AXQY-8CaBG>aZ#K^S~pa_LWQMZ_!NGh+vh(&<7LszIEH(I z!;~0Vkzlsl^v|Qx)j<4v*9LL|Gd(8d53d05$cFWi_21(nVG)2!EFc58TXK9qn*e0_ zFgYXt{&7WmPy&Lqf#9E^nX`RPMRZxDkj8K0LAMu_z@)qm1F6Y3 zuv|;ME69iUJY-{(2V~@vmEA^_G)t)*A}^{`5ve2+B~RY9Vr^v$tMFyFb~4|=S)N-K zlJL(|AW9}zijD&nom4r*=Y)&|J$D4oD{TDxw;e%ds-7r$solJ`!0F@La>%0i+3Kzt z42aB#fFc&FnkFE}_-Dvc65>8cC4HKZlPRNrVWbd4J`$7K8$+%VpWaKy5lZlCjWYHA zr}I^J)oS+8l*E@5xa05M@{(db&BLYUyk0ZX`dz@W);0acv!W-s4w1OYlda!BLIYB| zy(w$q#3+8YjV`=oVityECa&GeA0wV@N2HU4lP{1aQt@ggh2(kWbV03ugs?!!XcVfd z=?N9|%u4XAZ!3Wc4(Q=P!X|J2L%N1=@z$Nw18Q+CFYRkP&p+u@#e(n%1iK_Bf0-De zORFV4k(Uo|9n^_1R3KW7Qi4b|}euxSTnhA_wA=Q+gF&*@{d=*=Tub zsjU@tt!;4@h1@o^c!4yHV3Z9-nnYN3%cWW44Yitj7Pw8$c^nnGO@5KH*^?2_c>D;m z1XqU2BP6O|K}s_qF>fNxocV@+pxzK8C~3(lnLSXpkc&XV7k9C!mGK=SiLz!wJ07!J z6D6kb%PFUVWYudTU0xQVfdrkT^i`Zk5-M0fcf;0d*3CXD>#u*&xDz{pf86|ibo(&l z5aWybVyD4ktARPwcvwyed%0PJc3D&Z+O0AduQ}diMo!3ijs`1_5-q$bYAA5$^a~h` zNHnJBX`kpThPVu&1-iixPrR#c8zLv15*M_eKmz)+YSmK^LDN}&_*}t*!&(@2iW{sf z28>A%EmHuE7P((z81cE*hLi~97QTbowG)rxZjEX^IOIgcc8mUwd z^UV+; 49+kPYvtSNdh)gL;i1m`CjnxKh??9^@N2kGeigbNg(78sSBrRtV z57aeV&%)ggYV##+n>&@|Hm2fo2AdC~C%<#(P{1{X5)(Mf`#e+GEaxK{Zx2g}N}I5E zNU=)`h)v}8m(JtXZcPZizpnS0$-?3zU3`V@BXzlWSGxNGkC`gQ;@r=*?=Pes;xF&D z=`=q{E7BvIUR~oa23fZH)$t-`1^~WU%8YP(n#Z_oyXdFa_6Bd`>WrBrT9Q1psh)N6 z3^P!C#44vGT`S_1XvHhvuSiP(l6I?8ZW?!r3*EJryD-FA7+?c}Jd+Ktf=EhLekCvRTZ`tW zs^Yo}x>suK&)0ajjxs)csM|g?@I2+T(W-N*pOCs1hIpXMHjwsSP}pmco~)b8(f9-% zW=XcK2$e5YZSfH&UgNgrFK4bk#Q4#3 zlE4)cUWI35*WOc2;>F>@*T1g7w0)CKHQ%42Ha8gu9d%GGVU_xpsJPHf9qMPWc8QkjM7&6zFFkS@viNxPF(-WIC!4)|{QCuF)UHH-3zW!`%#E#N{DWF1 zzjv8>ZZ({g?3Uh|#Zg@>$@!wDlvs%aJxtK>J7&O;mB1!nrzW>TC&xlTCFgvom>#=3 zukI4Y2s=u;eMT$g)#fJ(3^_ITH1xfYUq2mIA;lSCH2Wh>R+vN>kRKh7Yd<5Jf+waY*fv}kk!FxYcwiFrfY&5? zt7c4RtexP}m2Xc+w!XW0I#Jn!s^IgDUX{m-Jfg5sHinRa#^7kgS{k>-l!sN+iLIrb z;7|4Ohb)PT3`pDrr8IpX%k<*qZrJn};?=C5=6|`jE>dP=V#xT}HL2Vx45a${`q&=; z0%uz(^7lUG6vpJ&ssebr={NSonfuq{5Y7ujw|v*8YIKauM=sWn#k~hv17JqOt}wSE zM3jOZ_nBUoP2pqz64MEpB!p71IV28SvMGK@%1*lC8N&_a6kI$#d(+jj0f-n(y7Vp6m3VjL+9Tek0kNW@ZD3k3(ApJ!EBNI3q@Wu!#t# z%8X-9+#};J7PEPzd_j&yPT2xpM;y6AywXFf`c`%GGX2FJVZc$SHgqdM5x3?AvXImy zc{S2SyA$?+gIo!-`xBSa>j6s7!ji|=_mTq2S>L5FCRS^ ziPUG$3rs0Eiz?{79P8v$LTL3XyDA;efD~G6%3JO3I1BL=>A<|tRd4GU^uC2qMQ^kf z-r2=2z3(ymaeblci>{w~`zn89t*iFgp7OUsQX17T8PLq5BV+VDj>IC`CSK`dFYLo3 z%5_&te}gNkeyd%R$j|ycenzVe*V73@sI4T@^=bXA6SDn)&{~e~eg{|qKKRs}K36oq zWzX-BqYmEuBx8Pkkt_L`M)sP5d_HYx_wRcsKHQTxT{X&Xe#so>EW1;clX_7QSHacA z0FUsqRI|@Ly0n`qN`xw1mLEQ%A8uTz!%f^E;~(MLBEFVbRg zmKhM?xX%v1RwOjFj+>`ooTpH{9h{h9!cV#+P_`uHaUDKI?fAuZN}U2?qfELa;b9g zRYYp8`_S5l5RA~q!m^S#D~FvfN3*5+MxR%{;ahymi(-I3PAlD?+>JeoCf*8TS(JoV zP-OGXZi@6KPpTw(z41O#2DQ>{;Z#oh?+JI79I1rzZ0eBjE~}W2|He2^vNpD0M=R9MHchsGP~~n!5{lJa%?jmALqO!ba+TGkm>dKht1`O^Gh28g$%{zEw79+ z8vm&Dv9e_3P*JAcz$=RV+OIfvW6MHG>BwOz*{G@cS5Zn8O=Z@ta&}zyJ37xYFmMgt zS|}*R29QhZzJy$*Fa59BlLs!+x&``y5a_sRYYs*cuNGt0FY)Fj$bhS}sM-Ab*YbC@ z;k@<7$@vpk`qv5g>-zMgTv2fBP!8Yw_pviG{~aWH^@0KAAU1|6%R_7s{CqQK=Za6# zYOGTuhIO5@yOyB_S}o!IrKsRAz^wTwQJh%t$DtP++5&z;7d-SEKn4z2st`iq`tcG( z=#X^OxVt?Pr>19|Cmvm#VF(P8jD$=Pw=mERQqB<3{F%c{!kJd?xvUYyw%iRec*su7 zXZIl5j0SNcR2e0pSvNQHK_%kuO|-i}D*<1&^2V)1`D@WVyI;ZO2FFJ}P-bLSEu)_M=aS%eCJ@G?*%=Lu=CNylx&TCufl&l^Zs`X>?-aKH2&?Ai z<{qv?^iXd&hqXVDB2`SgHuY8wZ(+(D6f|IQBqx&AP|L5ZZEiA=nudHN) z_|SY$^l}y%aN|CtD=$0OIo9bP9&2i94j9@)Ai&_qlP0Mm1`fXL)nV39?;6y#Xn$7a zYbq7;Mmq|Lns)j@^*j`_LzLi-#4PqdfN|o&gfM3x=)z1*D&i>R1FJF{B7!JXdsWq5 z9=L<#ppb}?0Q>SK_57CB!-oox?}e-U`u&@jR&XCgDS-%%p$OzhM;4;f5E+6-K!^sxhe>7=KuYb8JltAiygf>T4$`x}rQb_o zZo%03Y;UHPrB{mi7f%jO1lZT>o1_$f(^o8QvzvSjbsP{y9q~R3PGEvQh=iL;5c}wN z1;x3_t`4|1L|V~y`c_K&^+S1hnf?%GWkEfmQKBOfKxssjgoUY_Y%$;p{seF<+~mmd zJ%b1+_vR+Y_-SoyPyIA4t;cb5x(S%Bm4KH8xCPt}wYcv~lwKZV9%u#jO_B@n@qLm( zvqnR^TO%iRPh*f$5r~k&5L$!V0#OlNTf^l)T4#Hy@QN@or=Y?VRv_@TjbZrVMf@+< z>*34*l^sywGJ_90Z1%_HP>C`SzNvOAgV;RJq^p-|-WVn($jqVc;oCQ{<-tp;bv(S5 z(06pGm3!zPLS-#^|0V>=f)Tl!$#q!iVXu>uFv9VFu2W4e@BIZ4yd}VrC+;Z25opfN5ymilvBOeq6 zVETZR>yYna`ug^v;q9!I$vdFD`NKtU#w}~D9>PKp6zqlYnSDKJc+QR*QZXV=#>;QP z?M8_YLCZi($ug@e=k2#;Wn3*bA7NTkfK)@}AW91mwTrNCy?wd!L$c;!l!lVE zG%SGY^2%lh;pYdu;QuxHGi4oIRbdz6Y07vK>tY&{$*EmD3i-JJ=o}i7g@ke|DZ{`6t9h4^^czVFN@ z2fnXv1Cj2{^Lo_SMRy7jS76&aSv5Lk)h5!`UDq9&3^-gHNP0=iCNoTW_44J*sHh<@ z4i3+dm4yrB*b5J1NsmAPQ1SG+hD)Lry>1&&-05##zI4g{n0(ogCN^NypS>l+$JDH? zY<+Dl9zxR%>n=0$47ijOrd zHPzy0+F5EkBqBeLjl~5_`%cYAuhhSuM!}UpKK}akWtI-lPSg-eY#>B&KjS?9^BR0zL|C2?0cYcW7t8WcI%lr zn>LT>LgcopJj+8pJu`LncspC$h82F{MCw~E%OHu@usGt#)@O(C-$~0#pgA6h?%Uno z4Hs`gOa~<-K9sl(5p0;S5CpFgbL;<=ipZMj>mgH9*SmsR(7D~&O-&gf3?nV5zMR^O zyV6~eTrqx8Tj+B@)T}oR%|YblFav62J3AvOX+_>U>H_k*cZ8oY&gVY0fYSBO^Mvh!oPvpI?85<+!zWBOO<UkYZ6DYIJI0YP!}y4su2gD1RdH4#Pw@{Je4pkD>yhH_pof&Jo8^x&w$nqRG-E1GgewnQbxgk zIflHj9F4d7l})LYb-a*A1`#!sA}j1MKx_nC0=Ds#y*fAp0mr#ilWgc+*oxFl`22ZW z+x#{BWwpLip-p$0qIp(A2(asKZ5$sRq4ENIb^k*>*DNq$?QaZ1%P#EHfOnBt%rb=U ziC|R#6)IS{AoT@Ro{-jKAjWwQ;2)@h>!&NUR)q)STr4EVqWRbwllAzi@?HNY@i_^_ zQ&R73Na6ojb>HNDNMOt}&skw*)*{@qXOqY7jcn9L#mNiJ#-Yy6yc$#xaA0nQA#iqd zt)0TNAp@a!I}V}n?{oug*xyAtFeZ5ml)}^7*V11U$r^;@pOU;&SqbNA?nMcCz{7x! za>!)BZf*@0#6S{9Fgs{mC+KG(tP4wA8Ps@G)JVaF=gX#zrLXLRx*C?ZAe01WUoJE; zg9QwSA@p{FIY+7mv<6Ki^@=Wr2!ioK=m^jr#Hh8kD%;!=q{a{xh6u-8fPs3*Ghg?=DskL^=e{6 zrag%9?&52fdJN`oC!Hk?mYNQ8V`5@g%>q-lQq0;TY6;GBU+$3Pd)ktKR!0 zx}_>ehdK28tBFZZeT4`b6r;g)0B6TSOola)F0p=^PXu^LuUuNhcSPXWyil83+fNlM z=(&I7!Bun;#!F)`elG_yg&H6P0~*4WBjUKNAZ?Y5EG#585EJZPC^$7vqgHa+TQ8?e ze!wD7m1=0N)BlGu2FD4kvfG3cEB}`ici`~hqi@fEO>pT^l_mdG44T@ecD8;F@^)2z zBuNnn2qEM%eKv%ltp_y!^t(zdDvvg7z?=Z1!q=avSWuI!;emWC=qhPyu7p+ptDe-2 z5@W3s2RaBaM^9WJ%^s0Dz5*HD!=IKCX)OUe3w@Xjd2kezo$pL~-P*YXAKbdRGoy7# zvZ&>(E{WuTY;bDM$AsVii;_}Xt=|>#ZJNwkC~|ZXf0MeA$RhbfUQW9j`N9jPBS?>e zp}d35(hBxH^u2-EcVQHAlaTMU5DOVt%mGWf1)L*}gOk5!QH}hAMDtwS>nxf|)(osR z2=AYtcwkRO$rTra2?NTsoEA=3a`p=JtR6wV?W>A05_^<}mTEi*w^UVE6GDv) zBuc>K;kT>Oi*6G&77 z`yXgG!{7l^2HDS{BONfa(@zyhkopUZBij7P#C&)U|GOMgI;9sEU*gL*W~@sr{U@&3 z#p0;9CT9&x6s9R$4HB?DAY~nfQZ5qVAGS7Ehb?6(c}+c)Z(`vvF|R;w1vm<@hsa{x z1FsYkuqd4+=Kc!ApWl0Ep#eKuJ}4Mn#mDCX+$S?}Do>n-8f$3YSIyUXx(k8K1M(=n zA|p-~B{M>ltNTd0lqFJ%4ke8D^Gj7Ys)6w(Dq+c+?(UM9s9E`=?C)UlhTd?c^(qtB z(aUF(@S^}ED6tNZI0AVs&HMnQ357B~y-pr9D)Ev4u+~51Z9GC#UC%2_+{+*OtzrKw z^WQ6WQFh7Eh+2>eshN2ZlU`7AxPtdQDq-uq%44a`>7!-ld9$C<>V1yGQDgQh4jS^e z3~A(Xv-C-EF);*GeU~dg{5Sr5`ksCg2OSP(>|KmYcgEAY=aP`eyZ+DsCxw2qe}8 zmD(SY%XLpw>7U$fy(ub!lXd$AVFo)~vhpU8kD)*)m!n>bqhIw9Ee>9YaSr}3UD6Fz z<2%tWq|zcl>Rf`?r&V|AW95yTr=4-ljaNLdr(O6$Z) zH!(hj8)x8RiFKDkzXtEU_8BaY&Qdhe<_Rl4PcU`1hwp5@DlNs&SIO#zHi=rLhh>u^p6gI@ z2uAWVWAcsXUnC<*@cqtP%DSuNB==WJyhq$I1H^B|hH_Kh2zGnxsb@^W>Qc9Co~HAZ z2#wW|ZYko^zHlTZ2Pb*;i{p`(ii{9~d<9Dd=CQiCg9s+He@VF?i)HI-H!VxTm0WUm z=`Ic9-8ZD`e%9TP{XxF+F`*j0q6e2N2DQel)F6c{*9~b)BPM-XvTBa6A+p+{sW5Nx zVy~$bj;|=LIen&QZ1mq9v2@&`5g)9TbM`AU1Y1$Mwq?}K4ZPkKlE$PlX;CBs)&^$iILy+JUje%&d<+!Sj1zQg4Z-c zRR&2UWw1hwXYrOS`JTR{pjaCfr8R z?ZSiw>0E^&ZmIF|Y-1KvV@ljTZ!qsrZ1J^B{IP=l`LX_yS&)?VjrdKUX^q+9&irPi zln4P1EJ@fV$aJZwh+2f#_Pjxi(k_LU#n&WMh5bN`wsE^fqI=7nj5tvw!IqW#Cz@|2 zK}hr4T<3dyqT<)TlWY$C5`N}6T8m>+XCO`*(`&rDTs)j)wrOw znU>E_Ou4cen*3i(9;dQwn!iy@>=%%)!q6&5tKk&BwiR+ylQ@~1OJm1+B#o8NCgCNU ziF!tXinUWLQ6-*B(}h-zt})o~eBTsoz4NlafaY65^6}o)s3zYlMvZG77r(CNF*MF~ zZ15tnj#x?f7IEI(4OL;jV&vo$NcW*Q$4cBy#XgbZAZ14+t6PG$=0gyYWdQ0ohA!iwN69OSVWSsDS4$=jspYcsw7A7 zSJKu<|I49c==78OjVlDjolGxW>4>GI3nk{Bv;D}C@C*w|CqULISLmR(t|1dxx()`& zTEffhAL1aDu?i(4o(KljoX>bYkeyH`eCjJCdjgv#T2A}c$#X%WwiTBsF4Z`eF3(?| zxr_@&E+t)PMR%wP=)OLZj2d z%kM@!VtzrDNd;SKP{a#3D8~{qFC>|NcU3M0* zSb2Om2#zEuWWLp7eijIQc`5kq@--;|WAaNl<>Wu#WX8(`$T zy$q9AIR>5Rd8H|xiUDIsY!jpB^?NVRc6s$Ob#ayIO!OufcR%#YcWyOE#w5Q`(<+qj zJ)Szz5c3#%>8Q-Wewsoo3h`)eKn1)ZhT%IZY%@^p+YuWwfuHUce%MY{3( zPpiG-%Uix;dRW`FMC%j(eg^kNU_W?H$iR=_Tm!V%1fY^-Wx|b7$Q0Y|J!bm=qGg?o~FM`Qo6e6^$u6)oJMyiRg}NM{U*8mvG&Jp?wlc z79cJ=<<5kT%+Lf*QnY6nl|GS@8M?jm)OTuk?z?Ra)c3tmyh+waOZZ|IOX$)5*X%@V zIOTbI%ziywhXfHAbiwbf28*p3`%IYXj{JE?az`lUFeqp6j#Ye)RrOfrqbzl)AZJ!pNQz^d7v9NT^AVPtmK&~%%XG?lh38tvdVIod~W+8KWR>$CC=H!PD zL2ur0Zn!~05@1;u&}4G2-SOB^9B@0JT*yydkfQaY%Xoo7*DLJ|6ZzMjBQ>t#k!rb4 z>iBDFM;i^B?N)p_)zzeo@z~*HT*IB_<1)^ig%X8F;%yJf=iLKT(H@cCEh5++e!E}k zeloJWFUf31@aJ%cBYtbINaC56ZU`*DTRz^`u$h#fgkq18`(D3b(xq0|{)NadNwI_* z2d%$I13M6rM||H1DK8|x5KaGLwlBy}B*;3urVL^8TIXE_@#N4IJcD-~k9SSqXLx^j z!}%O>YpB{wiW-bHH+OeXq`eOQ)0B^U!*vzWZ4Agayqd5v<|ZGVnu>t5dnC{Fp!?_~5in91U#%-6*{|g}dYIOcw8l-!X5<^Tt|Z_g96+ zxCxYEjU^;mQqz}iQLqI*AbsuIS#$z(FtC~XB$I%tpApAag<)ZRKWJ-H;_y+4{CV|k z6j?%|n+WHKCYX*i(Y_b5Zg*b4o$@wI`K4bD-xEoPX0F)Kw^rsXCHHUWICy?{Gwgw5 zi?ocjBj=6+ttN32!HD*f^T@bO6*!FdAfvc%2($qx&(EH)xgaHmg#0vi&+9a^Y)JQGknLe;E0ZsuyF$(N> zlYI;!AokPUCvf)X=BCP4m`#=5@Fj8Z<^FN!M!vi$iet5+rxXf|3W^cGH+TuDgPnc% z#RaClGmcB}@+m@|zPEzhnFQXYix4zT_Mkm6^AC6%joXE?sw8gk$QFOsG&%T|z0LIY zi9Fl$iTUr-gaa5)E)rl-d=jleLlYR`czcbMunvnZ^iewVUPH&h?`Z9(#!o%YPesu; zxEB~qrku1XLdt4uw{s0;36dqQw^i)nUO>BQSA3EDm2=^hyQ?Q-I^VS#x$!U&@7@@r zRr#}%35YX1QTfrIV8U6JR2F`(aW-Oc?2_nrjHe`tdiy#SNuJ&1i9`w zeY1N$pG2lDUel^7aTOPj5-T{+E=@OKp*_>GN>AOt+GpQhbbrdlx*-Wd5YcDzvW^(n zM<4KcF1BeiyQ;j#Ow{Spob?I3!OYMPZu1~5%nI-nA@1A;xQ@3DGvXlLh?%dP(cg(& z4)Qc!aJl64bJ1nWvN7 z^#Uv8N#3MgCvUp`G5XNBpDfWaJ`?TLaiR;>CAuG8YlObTAI3B1np(F_HB8$_g@4Ys z(2|l3V0LA z!?lvy=dnx{il|_oJZktZty_hoFgYaa<%Ugi-~6TGrk7qRDRlQu**1I=Hx^&{KmFgq zgQM+iAKB5T_x5iVDHK^Y-niEpgTWvPa#|3a5vmZ^RM(KSHS7yPf?r-sdJi_ z!3sXSuBVaQM~IV>H&C&+t5(%WY|})&M*1!Eo5UegTA$0w>w2=*V7GazUmNdX4$r5jkyfdquu>mc+sK=`@36MG?Fa`YtDag?o;wZ8>QK{2L*d zFO-oM?URQgE}as}LM$Il;3EiVnq17=U644mZ_=y2w_g^d)s{`0nyItE9`?B7w6>&l z(j&{2D7++bNlHp-Ah;D^HKXad5?I zRsDC!HPNuwx>WMwdZlX}b_s_S2AR-_^voGPlQg(DTJAo5?8XAy*p@U#qv^yE7`qG7 zkzwj?b?6MZyHZ{{d4sa_gGy)FSqB3Z; zb8h~KPf!=GRfO5WeK57-1@_a@%ZSAUGyx8Da56XIDBfxBXN7LKjgwx#zczA zu#J3?W>$X zlQu==UY%>`^6hIs7Wof04b|j6r^=bow2R8=Csh<{%@3bpRvn(o8jEvJ`rI(0Rd;c@ z4LPZC?~Fp{kItl|0q?FBcR6JD`_PpZFxd14@#?!7ba8BQ45|;NozT;9!K$eGY=`}w zEy=uYvivvm?Tm{lzJ4~lOZ|`n?P44;D4L&OYjts$$tfS|?HAd43{>g+lh0LXI zLT5HK-qZC#BhxhK15sXJ8)E;`Wc5XwvrJ1&^;Fe-dFw~nVmw<>2 zB_JUoN{!?ILxY4Uk^)i^DiYF-h=9b1bc1w<2=}1hy5IeCS@VN6v*x_-?027i&e_lN z?A_UAqFj)te{ONP5D7moetE8)!+VC1x5;7ft7Q${RC&!HAKa%UC&SVev7LV2c(JTGkCiew&tef*KE&{A1hd+PN!~eK7P^B#gu!#-{35I-7HK`IHNgT zK`8?4q)0<~OAF0OAq*eWfR#ifC#s0G=q6&1`p>U)DFw1rk(#J*$B?{|mv0bEZuqL2LJcVe> z+Y-^NFjeve+suY3P-w5iYd@Fjd=}5J{WF@ktbesSupT!>>&fdCt#huKUovZXnf(hP z9|>bi*i)nJC(M+PU1^=>8ezC^+|5xn`$e?9Sds2ecM19|HhpV}kT?FkgzFp=D=uAI znt!#%s91l_At^M5=tw8foH~jIY_#@Np?d{hF6_{tq1AWe>Zs zx%8UYr>%Y!uZMhuN1P+ilWGcefQ$N88QoE!s)H{VTtj{oRA5 zd{VG5&tL?S6y6b5O^aduEFlPC#Nx)8LrAw;K@y3w<;a{0H#Da>kA%LIetSH4+9oVh zR-T4ajYo3`{KR6ALb2Gb*Cda|BGAw}`F5 zF}?f-CQ1FPh3Z8RAKBXuN}bve(1rf7(%yp@5XM0Q%Kh#iA|E)BPg_EFSmDJe3;(<9 zrJ?o-F$oF$ERo9UN(*6iHMNf9Z&|v6kXT6}VLCy2@PHvhI@DK~@d^ir0anA=N0Y*@ zVR-E0n{8Wy58gi}4 zkl@2AokQ;z5mSVJnqSv9+Ni4t_#grN++d<^?)5Q8g>s*QpT%b@)ovwT7d_USs%3P1 z+PP7DGsJCYgQDf^w7qD@0Q(K;7KRITNE=8Hr0wifmJIEtEg9u2^u8zZc_UO_U&h|r zLIiIiLUVE~P3LrioqUCRQR=NY*kj$Vs!nHax6B@xoUN%}MBT%>wTvvb3jKa35dFRA z`8V8aoJwYSmT2cq=VPB^Ta^1Bya`heBuJ}$*HFP2HfBDny@LE9b<*II$hfsZ>c^$; zl%F8j4i1}*<3e%mAPF3`7SAa1h*0DwSk;;#(mOxtL2^yMkjD(AcUAFZ@+LkwABd%Y zRhTYpZJ->nD(p`cZI$5NZx`nB7x9*Ao$Zu(~1*yLu%7^7fZv?kn81AXJSw!Ja?-xhbXP@Xl?Dth;!NLDy zjXtA_c^_oK(>eF~i~i?2=2J~t1{_})<|`E=`RvJFf7?3`Jac7c8ZHLnInpkAv)GY` zO;g4V#RzM5Doy>jC2d`8Z1W?J%Wc$FNgN;ibV*msiwuG0hr#PL7SnZ;f6VdYr{eIH z&UKh**9c0$B(_{;q9WtgZ+dj7q-T{y7;|*as4+J3u43>EOtGc;Bzx zyH6O{F=KNSb=JgY>>Xys$q4=ySl{!HmJS6C+C_v;=O6TIq1E-(?juiVMV_6*&h7iA zwdFEmyLB{@m-tZ}7YnxyQID6C6i{F%1CU1QQ@_rr&@Z$$8hM=ZyZgr^2Q7+B%W4NQ zsx|v#M7qq4(sX|Dq<^$%IPn{-HE46u(7*xeme9^SR##`dF9J9?Rd4v9+_Q_E5B*Y7!-fbaYYZJlOlp^G7MVARS}|O? zwtvlPZ`}RYsQ|N(Oq6=6BK#zu0229~nOCNsO(Yp)KBgXBkSXU@XfDob1t|G$p4rJH z0feDk+SrNv_#1ds&dV-^<~eQY7t7RT(}i%MrJu5Qz%3^omBqyh9Ne1ubnG#AsQufH z8^+;){Q5@lxhOO$%;Ho<&Cr?a-;XJ#m!SXmV_a}*TmtZ)S)*~^KqCp#s?EsTUU?di zuCgZ%mWw6&9?Qph)-u}!Gn^XvRVdQ&?844;_vJ7IHrQytpT&!?&9XibXbQ9WCFOG2fkLp(HW8FIcX ze_^7J_nME+?Qh~viN2tld4iwgV;Z8KSr)PQis^bNI#T;`=NH((nAN1zKK2#29&VbG zs?1I6c?e36%(9av(pU()zQ<%1d*8s;XQL`yhHw00-r<-b=c2)Yd|O+^t@!-4r8iz2 zzG{){iC^Z;3=D$lFBaA04?AtQuhegADEt_&q2K$sSHt<%3*GNv{zPx&G%QTFpe^H6 zZfCXo?QzE#Qkfq*cOLcogDagFDR4yrYT}Z}TiLqFA6}u>v8?wyeQm+w*!XAuPC_@V z%ZoSux0m@@;r$zKnv!_7EQE7mk9Hk)j_+Gz7ITRSmW}JvYi9^_)VSqI#>qwMzbSuo zduI{zV6C@ueJYH9u=l+ytBUrD$H&{Q?#>ela1yDB?X|N)GihFpAu7eJha(Di*63MN ziZ#*dZPIQE@krD;DdHB_vF4&Fe{$B_1pYo-d#=)gxxZE>!us?(#H`Zc>kNCa`)>Tr zSRIUQPnFo76p~a)J4D4Tg=jd^w3%9L*M=~}RuozqM15{DAm5PhSm2{ZgljB%06=yd zEkDq^UvVrnU!S;2mev39S7z}6DQUQMh1mxNi2FA`3c`Ligrfwy+%zx){g4%&`w{a} zdstVk=9?sqVj?+sf>q8-Ik~#@u6ilSFnvb=Y|b+5a4^Rxb5rG>k4IY-W)b3qtwu73 z_RlkH5sdWiACF-J!mCI}d40G9P`Y1fqi;sHh?0G~`z>c4P8gEN-dKB_4iz2FlF4E> z(A4fWuCIK|LJ}W21n+vd)3!ySQUIGj@6&R;rI0wp?aw^lkWJS_pc(m`Ixj8=PeIBL z0x6e2COIvAW@V(aH52?(n#yRF;(!I9Y$(ayt8o_cAv2E9>31i>RncF#G?HNm3g~{s zY$ZW65yQmE2nj3?F(qc8aWRWjB8yg%l~?5(QE4W!+PRmV=;*$k6Iv)-q+2Uo<-u8? zdgnGRB8JEzynhBuA4nefBOV-aRJqw}lPD9A>Fl16E+ICv)G$M?j_2VgU=Pb)pmRMh za3-A)hMouf7l0cD30cis%7sw41UkzxM0d0!VRsgcYJ3|TIJ&cO9zQ9K)|?!W0+-S zbhA6Od4$$!19 zwu}dKu~<0I%GNcFaCLhWdSeCgvYrgMrEq)si`AV|O3P)m5U_x~W>G248hu$;gp^`? z<+U!THP`Xpoj_1BPBi)fDb6miZ5*(w6Go4QxhL~m)gBfuWT1K-LlWBUh|fYVTa(b( z;nuR6{+4=lX0I96Zmh30V%FrY08fNYecolYJYDAj-VZ{J29B>LF(-Y^hDPq89)g3a z>OF34x_Md*5R4%1c4E@xc;g2!!=y&}e}Gzy;Qu!+yxmMEV;s`cIn3M+Q9 zE_XlijN4PmC-C!Nn1cvNMIlwgTqI$U#Y^+o4w42ns|v5ZYwO8Ls?WXQJ88;_BEVW; zHL_vUhMWQ_ZD&B^`8NP6XOvNtEWi8q=`I4cPpbi~Z63ZS2}4+l8jPT>>+L%rFRs$$ zwm*Cj><&>n+n}s`<4h>o(D=||)@ZkGe0m~t*DM61&NpNY7W*G~PtSJOMX2J?06Iy; zk2DNnC*s`DHn~}z=v3h`cQ6PQ zB!fGK1n-Qaah4&vlhP@!k1^c*C_ShQgei7vsMJ2!D$Qx+3}AB1ek)K`|KDOhZByu_ z(+9ia^4_~LKX4_JFW>XghlA3>TdDCw3=Vr~k}u zK_F!br1z#LNFtSSqo-RJi&&o>^XpE_lc(l0GuSw3pkYK;IZ6YZK}zX4nC#G6$g>=n z8ZHvY_-vRDWZ6Il5)eA#H+v_Em+L}=H=Ar{Pigb7ZJ!bL@6j3aL?hLkgEN^FAVE(^ zNBasz1p{;-)S#QKFivfx+`^UK_xiVu$0WlvLJ$Hf3lQ$xkv75Q5Wz-9B}KBPM=i1| zd9uI=kU{$uGKOzPb-7*yTYi`Bd9P82{;_;+u()prE)lVM>LSrDC+z~V%w?al(J+`j$0RvRHzkOX(; zX}`FjP-?XD@bA;Jhv6Xi@6Sgn#kn;k zsq)FFNK;)mV^$1I!w!Av0-gsDhp8%XDeuj@y<=$GWKJHeg4GYH7^y}dE{^-NN7#V) ztiyAOoFgX`j;Uu99>ff&RUyYs>k;aU!Cf1{=gF+`4Lb}Ij7Ml(|6JDhM%JH}9q>S? zRlLVms(8(g^Xj?FNR|qRiFN>Iq5(-Rk1>Gw0EBUgVyurPxjrVcp-U)9PLnx#Pha5g z;<)R#n1wV=dxd{);{)vu|S&N>?+IZk;H!qrJ5$Xj-%D;i_#ue zeJc3%@JyR}?-#}Ia1JQZ_VN9Aqxmyto-Kv^{|B6NNxuah3bM#=U(arEkFnblfV^(> zV6+MXF|+lmSMG05DaI{F#FN_x$>ydVUebcd3r2pL0BC2go$tUA8Wy8IAhbiAH0o81*KG|N^a$c;>Ci=~U`@@4X1S7nQ zFK?F0nv21Ue6DU;b{$6!SSPdQH!-Squ6Il_Rs*MP$(Jn_lmcUx^&$efJ4g_y`_ybx z320`n-yiGnQUhu+5Q{|vj&iMJ3cI1_A*E`~cFU7w5ySawLRueODH0?%Koe_taQAQ7W2Wq^3J-`8B7#1X~LOpxfzn$ z3ggc-fwiY1m56HY*i_gmFR&!QI*BtO?@UNPjD7V7$uebj=#1s($xWH+c=iH3T3Mjg7NG9kkAoqoj9A*k!%&5x20PC7FY@W!a>r_f4rV`0R91JAZy| z*^WoK@+T(ejcIaDE;R5jwmB`jVLtx{IJ){NoSj#llUgMwHP@y{5|A$l@HfK3baFlg ze(&)z%gv}&Hxjy|x|EayzZ1+>cE&OK^`7d`?k>8XKL5X%OQv{)6DarYv)jX0i?uAL ze<6Iob$79Mc|tcN4Z}meSCMCJ`Kgb6m*FRABz)F+1lfiyZjvmyd1kF-$9dO}j8pv9 z)N(T5Xbuk#b8{a7b)LQ@jS5taU?U7)WkHT$RzLyh4!|>k0G!*SGra=4)^W18JoJ!N z#r-<6k(q?xpo44a3K$&~a;O>-Uw@QbkVL6?3^|(gMuH2I&=kAy?h=5{Ys3Hda{vY7 zLE_kyC{i?2?%Rr^$2U5|$(dF%Z$K8;s7~Nwn_))z3`bv!#4{XJe{-}D`fAR*%VrEX zO1Mii>z6o;MsZGO`wPeU^I}$&o4AT{9FiFQB->pCFk)};RiNO72)Nwg5P>x?q+6C- zb3Q>c-{)}5fg=Ub2Q@ph{dtKvub#5pCRa!w9{9jvPr8^4`}f7W5%T%}8Df+JtRa8@ zw_}0*pEvz3%OEq5T>&ppDV=Y8DK7;`JujA`a^cVeTG{TUz!bZL7?MoIi}2r9Kz~l-^MnNe679#K7QS zi=?FFdmtpA@c%oo3eepGR%`F1I>2Vf0kpLJpOHJ?j5u{Qn3nbzF*F%rzQQvNFNL>& zkc&1cA%Flv3P7JOhXn9FwS1WJFMpwAhk@y7$~S}ElR&RZ>gVT2a^6VH$uh8|$_WAr z=z%joB{I5f95XF|u;(y{Dog+Zp+!sQD)S#3hwE39c>xAq3A);&j|?ZBbL2xo2enI1 ziSj-vC=SSSS)Km)H!sFZxrs6osI}Uhs&YZ+b=eFGKuz{TZUj&6`QBD{=9;;K(>$OLQgk-h5^O}85vo2QHTg*In6x}W<4JkgJ{hP2c1eQ-a&+AUy0&N3?Jhaf5eU%d zt+qQFuqgpHt*1w+@Kzd(@m=#%lKEqtM)dmB)YLj-3a^Xgc;4+*ppzijBeRJ-?x8t- zMvaio2Hyw7X6nPFND{v2MH$+0Z<55jh%vg3+8~pX4xk_y7#M)Cze>1|L}ooGSqhKb ztb%5$lomz;l57Jo5$MWGvwt}fe?f!0ASm#Q2PgtpLUBw=XhGN58Tq&SuXAZmF9&4+ zp5Vgt*NyR2Xrz*jWbpuMulrW(81%6V{M7e_7)Wd4K}XEwtaR-H4#T62^5V2lg1GY}wMJrJNlL%JZKg9muJ!=XZb?dQ9j zTU+Yh-rlM2IEZYD2LjRp9F@4E2w?dS+3BV*JRV*4G)+P(np_&0~j zR~lIUjXY52eO&%>T^St2VXx!(4?Exf!%OE+^??@wX75bW`s_gw&mg%e;I36wv_L=> z+GmdkolFBI{066{D1Z>+!&nSZ$8MG{g6aS9)2CJ!NmT%EZqK#}VD%p8iGxW8syGJq z*|%MWfJ!qf$@I#n8|LfNO-lI+KtSBJI`r21!b)`i@&t`Fa} z2Y22&&9|xRw-anXC%0AVIWY&%qVV0j4!{pDKq2uBT>e=;4-dFPc5Urd5L3X*uR+l| zR6M;8+yUIxRS5WB#iL1C5St!1j2Ec7gbE4?u^inkJ}?@)aTSHtc+hV=GfrbmKn3Op z2q|i|w)4qYtxwj1hq^C-{l9_v(LS90$K4Y+9Z`Trase?|yGuqci(XugnXU`8I^fY& zfebA zH~}G{MbF;#r*dw`g`Yn&0rAq0N?XE@=B^?4QA}rESv@YGbjETk246*+@+W1>B&jlR zIc-4cd3ee20`>-N#MD8Zf)|BI5V~C@DjVIIq#hwaVFP+rr$>)EJ7bx0hE^d#&VQ)1 zjHMXJCK!t}ssaT43$z6NpRWH1u5!kD*4kCt0+FTx5=j}_aw!Z2q9JDsen;S<;NlT2 zRzZV~?U&sA0aI7kjhX<|&@S{!iX|^IzYh_gj77AbkoomP#c1%ysAJNC)DK2m>2=GKjjp-u97-Nmf?0CRx`T!W* zlYBSX{-qfaH(ebd*7BQxw=i?z;8^r`xlDX=d2IZ*aAsUkKEvbQAV{ujfq=i;YPyIr IxK+si0EIxCi~s-t diff --git a/flowchart.pdf b/flowchart.pdf index 2715452143afd68de67fc63fb8efa30d5a32d664..34c0a39d5b60c9afadc2ab8ef954c321f3c784e4 100644 GIT binary patch delta 32 ocmZ3mn0LWq-i8*&7N#xC@BFw74ULQpERBtgjJE&qV_v}o0KMJ{%m4rY delta 32 ocmZ3mn0LWq-i8*&7N#xC@BFw7%!~{TjSS3<4YvRAV_v}o0KLl!$p8QV diff --git a/flowchart.png b/flowchart.png deleted file mode 100644 index 9bd34599b1bb4fa34469d52dba7eb70f2466151b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 55675 zcmbrlgxyjHy2yx7Y+z77x(8P4<0@c=3{pD_V)0S5)gRy z|6TCF9pNOvBgUix-UQD>-NXw5A-1{ugH|b5;R1ooZfYni82IJ=$$#l*Fm>MF@zKG` zv7QV!MQdL7>BF#hA2j)6pT7U}xbuVS2lgMPA8vT`J&KG;!>6Y|NWJ|)&%?gU%gG%R zm#u~NH|U?0heu~8^^@PEInLhqggkL^Zm{(nE_?z9(X5fC884oAbn!m6yPVcOwIjxrMxEbFEb$jHnrs;eXQ@$soO{b1bSOu9arPyZsAGu>r&o9ekGuTk}C zg4@km{hS*&H@Cc{C8J@rx#TK>hCIH$zCLA~nu@BpwKXupmE81POO;FZ?o$#iYoe!I z*MjNj>FaEJ<7@<+sxlev5OyEuYG3>{H83!cubIJs#Kp%8xi7TVmXu{?W_BBPcpSc~ zsZo3RQqsx(r<>UGKX0@+GqSQuii*%2Khi>)aFJuq44?f)`j}KpNL5ROI%)A#?d(?G zZf-kw34}=WQ`)&%t3vH&x%v2%jf`e$Hy%yHl7*U))zy7}=04(Bi06JC`1TD4Qe|9+ z{_^F^f#Knm;)kN+R)&UAt*z1&l$0pPk42@Wm>{OyQ0Ve_Mn;CmqDYQb@q1#?!dI`* zpG)r_;YarMse*ucs=m^lgA`Oi)LCJsGcImAryN*k&99zubIXCykY0Nrn*LEV$Uvu(+}k zSKgVNm${~)ay<3TYUV1+IwHQ;HZ_sN(8#FUP3$fpL_|cD)z#~)VjyyYIaHkU_UnWU08+!NEZ=_bb3y^qBK1p|PsHohY52si~BD^w6LrM1yusZH=Cej@@Xo zwB5bV*jhNJHu&1#_=6$j_wey@5?0^YE84Pz+PXP6v;f$NzYIPBfl`5SCJ(=SU>fm5 zVr(`FI2^9bw2uU-4hoWa_wJppx%r5N059(ftJ?Ybd7i=}r%{HnO>#K^A~h8iEUpcZ zkXmEDyR`cFJk;VO=c6KMta?xi;s}Z%Jh=4j7B#;q#dqwFa|!R>@la4v*`6P+-2wUC z`}cYV20aYz8u9>D)72LA%%=#%J$bn5OqB^nCsU#T56|zu1QJPFfd>!P^NQ>1g+C*x zP#_tkVplR{5hUQfKsvZrW1k?$(M!3`bq}ot6NI@vq^PJ!!9biBpw7NK0p3@u2O#_7 z$Bz^)!!j5_O2MkqU^ogFt7I(Z<^X*{P|i zyBNB-K#%=ps7X!hY_VPoSS9`bZChpf3IF8e#N6WSB{VU^(9jU^({}as+VJpjv%^hB z2F2!y|45FAlk&eLkv{6OvNDj3`R+i}syR%RfPlb8ELZX+KMxOCqW93CM5dAHgM9r6 z^+evjo-lv}8-UnuXVEC>I-Vz{2tqYR!YGR4qVoB9bHI%tFjZC^1wZQ*PbD|j);#M4 z0O%-!m`fTOC_vUhi7J_x(84q|n-{_A0h?w&@_jJkDB`4bcm$_|en27>03-}}C{Nj{ zbQ~Nwd>_}$lz{pH9@){Kv6@}&B2xZNR--qHGDyPkkOko<3w%Snqmx+<7`H3rMLsmoh$M31LBWaUq-FDZCVEjS+c%bCy1NWynDwAird`3WK12DJbR4@4UEPeG3tG>8leKCwb8S%NSyoV zMEphjn-}Jl)9{!$|JdG0uDC!|{n>&<5SMu2|9IC027~G9>tl3wC=}#d^y6lM9YCSb z`SgKf2KC&poGt4^ukEtsDYW(c^;4Lm*TR(-IQ@Kzp==4cn@ zIro1-Pl(lk!QwUpI=0Hsz_qIz8-Neq0xf+yUA0VsUpO=bE0OTyjA`%sOz_WAwLE;WG(t{RGf~zz&{{`ef{sc;;_Uzf;w>!spkH5_8o0`Uf zHvdILE(!DrK#2?hMkY)Hmjx07kOuyT9fBSV^r+ce zD@-VA$S>7L@v1L;%$eQ4tsvv|YlKT_HGmAQ!2dy}Z7lYGMoVbDwqlR={~Q>N-8~W5 z|Mz&bNfZ_z7uRI8hBV;W-2>bXvY$NgzE|;UV|%;h@%{oRP3?Cxmve4n6ciNJYeSiK z7MV6cGZo6&vA`QBqM?87*1m*hacV`#| z1oD0g|NWHIW+HLIciP>6&xkeHNTD1P;K}Z^MO{)Usz1L5)6-MGKh~P2T}d4*pD3%Y z0Tu*!IY3j!z#lmqBnqKNJj?h2^xwz`19BRL(|6{`zH9R2$yAdBPHKB^RLGeZ5KF)} zdPYV#;PZ07_Ca~;juQr~OTEd{efs?D>bJa+J9i|R`&GhY2?Cs;wOFnRruQqd&w5{g z>4Myx{uUDxOZoxm<^%v0R>A-%TQ{Q|2ZKF3J(lZ9;?p1u-LWk zZ{Ms1-@bjzylKYUm$uyQbZ1=v=Th+*3o=a6liBVmG9rDsjDThwretMtec|h&d8Dc+ zE@a|VFUy$YCS|eh|KtfJ$ZXNf4*0o~u7^*jxgW$2o=dRKe=I#bI%*DohDLZkA}my8 z$V+NiS6!V1S-LmN57-1?CA@m(|L7%u$H?4V3xptc&TV~E>izroE2D?$LybW4m-re$ z`Bk?9DYFH77aq3N?7}ui-HihNEjYlXBas8KF>Ug}aCZSqQ)exyU`j0nLMZhy`M$2~ z4GrF}9{c>k3qSk%ZSQ3tf9nolTvx69%Ax5;u?ohi@a#@ylU8a zfo)jG8Sc<-D+Q$ooFnj81!k{-Ba0fef7NS?H(SB;THvIU8+a+S8pHSR-u=E%sF_Lr z>3fvaBlG^lhc!zXak4u-dHdG-yH3+NpJ@Yk>7~-C@C4KH(|urZ5>!{3<^p%TK zJK-H~7EsFBG67-;FE2e^T?h~*kV%ED?7ZZVhULK6U5g@^`_0vPWmT1OP|$S@zNm`U zY{ZPdzW!azBMGSQ!F-oG(Vi2>4ch;HJzsW6shGGF+oL}J5%^ai?>NAZ+*wIL7BCn- zAZhE5bGmRidYff3P{HRf2knLL402T!;T>HFCjc{k%$%F%%Z+1Kx{z;fViF55=hdjF zxnHq6na-<#SC6CQtqnX!P*79bO}%>peCWn_3~+H2wPEw%Re!{R)4+E=^$Xh69F%zv z^w?#OHbm(vPtr@*$S4}Xpvt_Nj4B=r2vKEarM#UTo0}Lt(7`)<3#>RugB_@J^Hr0Y z8RG4hBL69n-P$=f^P6t0Cp|keHB6tSX}gsw5!D9kIaMMiOzwm#(`Bo{t;5a#b0ip$ zYRe*;4z1CCViq+RJrG@{WyhsYPiKpAZJ6qv29ojEBE|{8`u>%&KMa>AbnuC8O$9GQdatRm^l*We3C;;mn20ux9t-oz( z$av%r1m&&=9eC!TW!aT_r0Y;HC}k%tXkbFjd8#!^Yp2Rh#U~>c8#0Mo2som6W+xhD z=txLiG%w;mLK!YJhHEsMGa|xC*Uhq{wM)B_nZoE@+|Q@+7cWOHB)F5Flg5s?#VKJB z0+wzcHYmlGhPS0q0U|T!5eWQ)x^oK}`sSZMJzsowQqt4IXJ=5uG5mW+Tt%i+H4O5obGsIsd>SaWJeq4%NFAIze6s#~5{y%+k^dN{<}^zX;h z{x5Xk8S6oV-clIKn4@xx`PLk+j~rATdvoUQ?;y#tZ<$^oR~=HWm;Q#XP9DnhwS!iB#-i<&oCmwL#frypR47sYrwWUQ~Qf=0*lqvKb) zpFVJTz~iA?(9+T$Eip91i={f|iMY)^UsRnjfRM7*a!h zwuIql<%jl0pd(^&#CG6q@Z=+dVQla0Tk!u2ayo&K5z-Xw=Cz1k?iIA0~N1k1}7 z>RyZ*7Kr{gp;H9F*mUmL5q@y76L!6GgvLp}zgcn<-ui^+Z2epGMbe{Ckx@u-30f9` z-=56vbxr~ay7343r@SQeJ9}1%eYZKk?lH&`Zl1`i_GKG-_0*Y$$pnO&d<skcXAuN_&T=pw?AMa1fVJZe+1hfCI z5%sm+Q|{jKwmsRNk_bE#w6(SMxY(*#`5iA%Q2RHv+jHS%jO4CFNCUUb{m~C*ML*i; z^>T8UB_(y6f6>f#FnQj?35<=^r6=?tCX{z*R9ZoxR!$VD$uYzs_aPNiah0X)%tEB^ zW{v%FbC*3ONP?zKIvZR%NAqiErdh?rXXJz`4LoM1(bbaVedj&*ALpR^IC16S5VQW+ ziNpz2tq4yhk$)d4#e@H#ka%ox@P<2X7)#BJzBoNCbZeq0E$*?Eg4BD zvE22^)y?R=rS41fP&V}cAfu$l$(kW}=EnDS3Y~}2psmfrq>Fc$kmN}eo&q`eL` zZ%al4xohZKII6{gKsw+b^F_mi{NdqSSC_Doc1EFtgM9}_MF+vo4eu_yMz%L3P1x8Z zWfQ2i7i_Q(QBSQQrup~YO&WBJ*PAXoKU1k1!(ClNYy2e^l_rTEc*as2^r)5BP(HmN z$>~88q>(0(Ii5OvBpVIUN2}{ThwkGgVp^`HF#T10Y^J z9URWtqUngxMj!fbFC==q_2|k#Trka%a#iA_?9ZhPuI+DF>ezm0YNH-YA-hr@n^Lp#1*7mvAICHET|)?4_M7*O$8>2&cXYPEnd#EOF*qRnOSys=}E4O7jA zrP%3P)OH+i=(J%|fj|EC4^!ul^-B-wigKhVlcKPD8a|PyyC7P zcXr>X4tUT?^21^H>Zr%a3U!IX`EJbTp{Aykl}nK4%ebFj=n?h0u^7GS)Y6%bZYehI z)r$-7St9J70*_ZAKEF%TA>pVFe-ir3ZueZG*)NpUKTJ0#T~lU_EC21`h`HZ^YfMEY z7^kk8_PVAcsi~ZkL{XlMya=WpWw&k6BXdo-xp$Tp-0`sq?xH`Q=ewgJ1!_w($J5O&yGHt zUWWuo-!%Wt&<_@rPG-b1`AjJLk(RE8dZ9_e+41YEN8;3POg_FH9maUE7q$1xw`if6 zTw)p1@93y#t^rR1fw}O}%U{A=a*u_q-oe*l+geDQkM*ZJAA`#Y|QG>Q5763rb<3sdilJe!v^ zHNqZ>kmsl+b)Ij(j}f7<#v<|EMoJuh6(5L;SE~7Sucx2w0Y8yiGDDc>g?EFPnC+Lb zm~OQsX7NY#(-=4;HDjHbZ}6WQQ9A~oa~O!x3)*4d>+MCLPDhb{X&L+ED=;oB>@lzscCe}ETo7=NM{#Lz z5T%fRkBdPHbNoBxi6K=|Pfw?_XxGKbjQYOc(uC{S-T|`|FTwr4f3wA&(McsSpc-gJ zz9Wvg$BD4dsth}q<+Ti{Oj}w~TLQ!bFaIgrcTwGP$U>{Dn{^QVJ();9b~CBJf3+sy z*ItBX^r@lqqp!e^Bss>3n^U=}t3ypblX}cTev7!H*LuI)|dk(LWrHy-Xzqb##=IeT z&}rhkfcNci?fd7(5;-=EUp1|-zMArv2VDt``fqXgwcj#+IbA%ZC;jxv!`vTgD2T8JP;7o>E($|Jw8T+q}_LA0qc}G(Ubl*IjkzeNFLM>(Tyir^4l^ zkXw2kxdY7Ij@#fW^Dh+Q1%9j-0D3qg!YS^;sM9|m<-EUZa4nzby7%2L4954dVTmz} zf8Ecdrlf|0%Q71R0)3u;VQ&)X<< z8XA@gG#{V>*4EAj5Bf{q*ATaiPZV8U`>qs*M-#6^xOZSB{WbEr*;K2{6~WoaN8r=R zUf^Cbtu!59 z?uAKu$$LwMyk%uUi>=5*H&enGzkly-4e@Hj#M_IB!cf4&h99~X$aRz#I&Kqn76XW> z3;cQhg&g8(|7s-O63jTGCSUINbV|)Ya*FuFdstg4WaI5bN%GhfV)$pVq)`B4&EA zr4I2$Lbv&tsgBG03`~Kc)b1Vk&2BEO{sjKUYyE7EmZz3%J127r!6E*A^0YeaG}nFq zJ5bmARw0Qs1%YHtzYqjp#Gm)b?X}a-w%@NY50Tmb_tWqC&C~C0Vs_z!5#OlzUwx=2 z6PWiV-~TG^x1Nn2cpgRnz2o`)0<(Hd(DBzjJ#oETi-)+_Z<};H=V!g3x-m{cB`il0 z9Q^7_JX_Ck+Fy8uwfUjCPrq^T-k+cSYp08#YF4(VDoxuNm>!tC`X|2784p^5{lAT8 zrxw0wEiaZMbDt}^`#dz1x!{&XR?2r12rNzQRAWdYdaTO7MrA#3B~2oh?OgF)h;^5{ zA~7p`iS54V$2MT*zWnKF4Hjq~?)EZJQTQ9YQCB;)Rgcr!n%`;rr8Tm0zv6tGSNeKG z4&#yUZ*Xc8in&JO+onC)r2*1b#Ptb{-{mvukjuZ7$f};k zr!%%w_kAIY!8;wvi-F-AFwHx&)#@?vSmNx*)3ZOwiv1tq#9f9KiFa$9{n%e<6>-3n zj<>M;yj2g5&Ja-e`P+t)8K7ap-TMHBM*qq!VCI;ttV9N z7pEO{B63Wt%hA_*mC3S-DxO07``yg04_hq-F2=|AzkX=^z2CU_J67(N*4e$^F65eb ze?8alW<7V=yoqEr3?~$X{hLlmT!nixR=dM+ZF?o|*|EN~n=s1kNn~U25xrZ$$rEE8 zNi4cVY~_mXFYyA{V$YQyTQcq+4hv>wqCBTfz^Bozk48FtrEBWArjpoTus%mD&3lc} zQbsO-JX0H4ME(N}jnRigwHj?ntn0;Kg1{>w({k-duyxgvu$djK*d*17L9Xz54~#bn zsvThgRkuZORB#{dteJVjYki#)EAsD!DWTPki+yUhry-U8+t6di06XGFdB3ePzva^o zoUJ{a=U?zJ+S<+*-1=@zKB6BUxrpw6%?bbDlowV_|6G2;Aq({;Unb91Y`r!3>%&cV z=gwRZ3^AD_!WY%1kpjUtUQI?-`#bS(=&IVbdHfiID9lD>=|6WV-fccwN0zo7aPbpr z3(R?6ruIkI-b=3tYEKeGzPAUvGV z$NJEE;WNXUzM_C#)Keo1EGrXQvD@Q{PPyAy@%Z@VAGK)70w%A%x_2ZBSOt>S@R{T8 z8Cfky(m#jDUXcjQ`>|QqEyZ?RVX4VoQ|!r}P{@ASlRXB@n5L#e_wnJjY9gsM)|GT; zyciy;ZL1}@tZBynKtSCUILyy1&>piMbQ!7?UCSmyzCdl+8A8q9wc*|t>2B$dC$Q*= zgZ=qgx64+XjIkHiQti^P;6W(D@pC zos(BrH;+MLSu@j-R}A+&$Kp+2)Mk0!NH44ScHFgD7;j17X!iE%^O$htwaU)YiGTR? z@XA3aB{_ywpmbIg3E6&1^vurMP|-7zb+w(&J+qpbOC@wPfOEl zw;DSl8;j5cZg+hMqntT>s5IJmZi4O8(+)xV>SC z!Va|JZDC_aYT^23gUjY6VCUP-lG(E!^3CC4@+scHIVNv8HcW9A31K^IhJMTU_p6vn zcZqummiF@`otsw4nsgo!EhUpDVkh?Bk6xIu?7n^dpto=8{g~%kW?lj1Yvh>gvX*wA zydhQ9+}!@xg2eFV=1$;1thKd6yIEg^FnD_2JkzGBvWhh&TKqI~5sqsW7?%8?g>W>D z>=+!XI0Z^$m+PqYC(!N#(^>N`8fzUQX@FePRu2{D8LH`jNZ0i8r%|9RQ=pL0rt})c z@$J=ygs2y%#}IT=6NdhKWjQG+>hkKS?tF;1?i^WB`#0pa+oUj*V>rc` zjlAp2a08g+OTTofhttxpVhiMudJ*A?a?Ft@BwgauXV?{ja#9}AaL(((8j|xNvus1- z@@%qlm_DL@ZA#PmZG2hT$#0#rF44(>QkS)%3>di!iQ*EX8NC{B?}KhC0qKG!KzyMg zLEcMF|Mc|b7cDr0S$Qmdv|U?U&LhM0$0=Bk>Hh?qO-u-N29W4iY4MO>X_!~>1)DwL zq5LvF9x4-1d*vR20h$-a{G?$Vh=J=vDPiHI+($EVCWnXVbXHydLxZxn;@9RQOE?fF zmVHjnuHlwKxWnO5f+#M_zMpixl!aD}#-OZ~j&8)o)Xqt<90%5Jlf>3#_rznk_S^4z z%gGvbSFeUJzb#RTOh^2^S56!``r3f5J&fCNpWtU{sg~q@{wgCu3$by*5>YMA76tq( zL5VXx^=1@{G7LEY6J*X!(V9d&GrZgwh~gUyBTAZuL4aSekNG|y(qP4P;y7c7Zmh{al5sHeS@BtM^qC5-l{Q#jZMxOQnpBU%q+d1zhOW$?Yf{~%R@j9RmRF){&&QAtEe~H~Erb0;mRfdIzDpC1oKd9* zafFDdW2EX!+qytJyJL%$^IjD@<*;SIERsJ;!Op))AKDuO- z>8?(tByP4O<*6dDOs%x5r(MEZ@C)77pL&M~#TH73Nd85R$F#vQB7zxVrJA$1MH2R* zhw3iuLy!LQO4_Mv&)`kONbRY)pOCjikQu_QN_y)r5jCq$gHfbP+_TM5k@rf4xa(oNQcm`H zx}wDJlT;eXV!~c-^bGeJU7l#vHpdeqo9hVd0o?>N4s6`VY(`Euz8R{oR`bw>=CWY) zLxxf6%36C7Y<95Y_H5Zw?y(w#utI*L^{LrlAp7TS=IQ6qe2qdqT!(uUW}fwD;$|G|nV=ZWO2??8LTDkf!Cds)h{eSQ%-oIW#C2FHA=`D*&K1mTXnFGq)EWW4Z5a5sIFQr5EPe$&-=^@Uf%iv}@gB6_N4$u7gv;Rc9GQ(({iiTL^@@uQC9q?~A+=){~A|g-7 z{(Uf~TRtPH?n;m!ofMHQu2qb8eaoOxQ4%7_Od>AB&Nq-LJtP2R zLs!<-P9h?zUC)m5-zC z0-@8zi(g}V;#f&8VkL=pMD@?8Rs}^J%<&g89N2Df zv@7mJtmOlu4=u(ySC;~!Bubuv5%+QoZeubB-9KjQ(N(#JZ{Z?ez-Td2ofF_a-s#zY z2pV-GS0dCUiQw9}4&0hY@KZCt$HwLJ*%Z~516yI%7bc_f2JrHEWB9v(o(o%18&xC( zELm;DL(lbUu&gLVlivoWa>prf7bJRm{1D-%{AI0UTbHh!?8rE)YND>-^@;=kw(ukl zI^sAtc2X~c9(!AfJZwn}y%7>a;jsu?TpW5O)OJ~eR&zT^Zfoy2>@R=TkWsZPtpBI6 zTB<6Yq*6km>Z}~%6dp?o9eG4y^2FAD@Rz$}TTQ7}QGr3R)!I6r&9Aj}d7I#(<4CeL zIVvz~gd?J^6fVb{`GAc(NBtbzwiZtpnaaDSfS>rV9j&W|`dP(%&&Vymp(FQS3OZq1 ze7zA5BPpR_=na5Y372iUCOZqI4E0cZUV`50_;*Apr$+N7zayr4S?as2dB2kS8g^G` zRkA@2Y=^_JJey%?Fj%lV^VZb{DKsh|0(Zz?R0T5{atIBW;d#fJEV)RW;+U1Kmr`X? zT*ksiR&SQlG6Ne|bXOg+!BTOKIyZUKS1C0Js+1ifS4Q}IER?pa-x}Lx6BjGna^;qa zhqswS@ur8*N#X#SK77*k#BZwd$6B5^!o3W`jA4X`@{u_@fF-62b0$=Mnp2=>3 z8XX)_IeA82p85t7{*0|it>%CT8`}M3)R;=U65(*zpPRSLb5)&oz&WA=Gr|-}h`45g zO`onQrVM%cWvcb|AfqC=@fJ$_oyV}MbCnI7wHGZr&s^6@}`;u z2X|evIVtm`UhCQ`YV~EP{!tQ=e?^-Iu+t-$=2|gnoc1ouqxHZ+Zk%M|5iB9wT01=N zYG8{~k`4a6_24I)R<{nlYYyTfrO>b{2!Xi&?hlR^#oC1;%qeEA-%5dopVi$U5*Msp z4T<=Di@l1YCYTIrA#a?pm*n0w_A(}SrYcgXv#_<>qMi7mEz66=(hEap=~$Kc(rreU z7)iAvx~CM#_Ki~q!8zh}QLs0y*gu+?PzPrG4go{4kSo|0Mz9>t1P1E0SL8X?gpMuw z$63F4(bbEG6muK&+7!?VtExS4h?Sv47?}VA?6&N2G*sCNQldT5RUWM3iWsTuTuy|Tx!IAV z#7L9?6)lNKPiZj{m4F6a5n#Yjem7#R8fk3Bo%kxMnB@FfGJA$9$=XE$>qFYX!R$OC z=B#AFcRWUNP&@h9Wu6Q#WRS#xGC~`UF{!!$R;N&Ip$Il2A<2yKXj^|% ztt{?TrMSs!s!<}?G4-tov_HYBJfjMGVglyfJj=lCU`(*5QY%F3mb9EjJMuDpoVO(Q zMUzOwoSSj2HQGG}2?&@hx*NQwrUo;a_k8t~UeT5+scrQz@FCd5n(>bGg@vNw<+I9c z05&hvP@L`@Fy?G{>Klfh1a+YjE{bk-9ytHWi@ZTP=o2y)Qq||L9*@9zA+`?qYiIb zg@{VeyCF*_LJDUl5H|<)Aubqk=UG|BUYD+lPfF?{{}Ajo&-&3nj*@|!f{|4)<_%_} zA@X4QcEr(3{iUBYW7Dr)(o0$z8f)w=L1yu}p_guoDl9>p*XwTfubgWGVXEs8;1N zmmciTwM54)uz$qZ`Z4f0(;*t&cLO~c>Bc>Zumd$Z6eqT1iB46`s=b!RBJiE7Lm4fL zFwRcvR1xHh!w%jNvsrEA0gDs!&G%MImUV(1CDMxun&tduPQO(3&^gG|u zzUc2Ps~ZAbGs~FR8QW937mDvJ5n*U`qM|j{E6NW##_VU=%D}KSnw}m=NK_Q|Sc7&2 zxpqbRWk*d7F=YSh=v#7Js)Q-FiHYgM#STf>@F<#Vt?a1VHr+NG zC^j+H`ZC0jwnTGuab;wb;D?s9m@I=14HdQ?ijY#$cgyT~ z))B&_ZgS?_*tXmbakNiStGdqnVFIOOd$-A{hE+#f||B}bnWNs^!E1l;5LtyA>JBHh`DDkrNluGd2`T5 zV!10pSupJ4_M-t$LqnqpjP*bu8-*dk@^hNtTdBp{n^Qg4tpR2V$7Vdu&78x`bZ{@u z%ub|g39YEa8NR|GJMBpN#!Pq!Zfo|dwJfNZ^BO1I=2xUo3cLV*4$WtXh^nn!%>1mN zg&JRpDcz` zS2~GsXn1;gD!u&Vcg$C6@evN={`g#MNa6FpgpPa!I8C#RN=RS;HHlwHQ+4Fq_9184 zA6!*u|K8Z(dXe0x7?y~wm_wqv96|niHmDqT?fc3B=0N*w8$~XAuPph3dvL+kB3#vs z+YT>ulZK4m9X^^m+rw8?A(&`>OVFQ_F-p2k+57^Zh{WcNx?+`8Bnm@FhJ`a4amdG+ zrFgzfAENk@%*(OI-l}pX;)HCdJ!3-Wh;sW$Q394oXqk6Zt=4iN`$H#h1|TFST&+}{*- zFH-^&d|;GCt#B`)O`U)2V3C0-v;yuHh$%wS+efbg>%dM|f+`uq3?uyuLmtm+*9B-# zByh5kK`p@D8~FJ6kTWLlp>N-qc5P|w51j?`yd%o6K97BTY)gvMUYzCdbOD@NXG7HOi*HsNV+fAVU7Jo_g@)M5GT7CaodF!R#;_3q|7?Gq`I~XmG{GK;Hr%Q>Ys>b7fuI=&zxc zOEeEwbadDNew+y3MoR3~ z6J%fyYgy4Kku7#{_Pjc6Dq=L%@IBFwC~E}wAMzVtaDL!WP5UgL@udw>UnMiOLx$;# zq8Qqzwtb}r2C74v6!Z;U!o3+>DuWOsU@^`QxCV7u%esWu2x)DsFptKSgb-zfM$MwB zs@&2UT!-e=zguyRfSdxsbnxX7Ja&fF*L&3HKhR3$vE>mF6uo zdk>V3E7$A2n;av0!Zf5pl1bBS+ei0sbCpoLs48yDx~`db)||~y04d2yv0?CB`-y+D zq9^{@H7DmKDJj%JSysepl#m3`Jn%+voHao^MunvJQ2$+L2Dh>#hEO&Or&FmqRN3ab z^at(G!s9woMGk5{VUm%htYMv@rbN-RQ>DS4x9p}YF9e`)VbT$K3a>wBK(6u-4nry{ z;VQ3s2(iol68el&4t>m4__{{`WixW+i!CeLV#6yLqp^0=Omwenr~a2Y`7UMhx*QjS z3i#V{-yUzy4lQU2Elprb+joyl1bP{vcb!;FA~CXkEsISQ__J4XHCSE)ig=<4k=n^s zdc8CcwZX`Y$r{D(p^S<)9%lR`9+%@A!%<`G(h{U?RIR}zd=|Sb&Xh0FT$I(=US8u- zS+S1osX9zA9(01L1_qOF+tcFaxpQbDl0q~74F6)fX`@c3U%sZ2QiG>AW}~2Mm6#$o zXXg)J*GMxa0^tNI*0# zb4a$s68;gV_y?OcN#xIc$+gV8(p-h?o9 zMJ*?6Gs?8_$G{;f&JmaAMvT_x{W&_?*r0Z6jirr2-1BQf;Wob%o)yF5NHszRuI@V3 zN~XM)0S8P(4NcD+0+EjP}Qdbghc$HTf z+RNs2tWLX#q9``#IGDgC!sfsSw-c2i?kQA~Q{CplgXxe1@8@|Gz~Q1x1Z;=|qqM&! z8;vZ9d_Vvk#vDKD3Sgh+>iVLoQWSZvPHT77kQ!n9Go!kayKNEXlWu^i$9);Nq0S@6 zL26#4o#pCOdw@omG|QX+wDbp590&g=Gj%@YKdcT*Q30D<5pXY#&63U=M0%=+2ZJ?paIpGd82_M5la^T#L(feMmZ@=+lHP57uMUo3G2)SFMz*#= zt%3WKlZs~P5hemVIpcs!TwFa9`a)oh&<5G8fJ}ezqNBGs0fB8RSn*i90_S~J-Y%(^ z{rUOWw}|0WThO%*I(H?&RgL#E8#BZiTq#sszvJU{%-i=cH7Gh%h$7gi9#h88tMj`Y z9HoogM4Ur~SbK|oP{pLcOvl#oC8%=i#iYgVVD8=;wvvbP#MY}4&KbLrtULyBSk6n-lj$5GDP6$?S&S%Q*04&2(#E>O;xn>EwRHd?>I)BzcCe*2PK;`+_Id>u*!45~6 z->b*>ij-k%d4zRWtfa_+L=OZ(FH1`NnTE>BRs@HUW0No^hq&Uoku5H7EH@T?I$W>H z8d1p}$H8$Kc+F1vm25&GRi1maHrs|e3FE;AA+?J(lPRHIasBHFLYTgt56DFSOTcdewy&QLfN|A^o<=WKmSng-lWeh6Hd zUYdtaFr}HbEe>QAiN@+gqu0w_UKxJ!tW*`&3xrt|MW|htN`+jLvuTF08NgW6;OV6X zk0SdTGZdaEwa*U9|3(Qq~xss1_7OElw>?RBAn zDMwPVc}j#pJmL}=zBOZ=3g`G@zDdICQjylIFxm`$?~4F;lc9D_uoLG8pj>qgiW%Ho zKpqCuV1n*)*;%6k`h)NfWNYkIE#@6qB2}4wQ}7@KN~RF~z*<~&cKWiSfr!aA!V|_Q z)=LzpMwxbQ9vZ6_Js%I7cwg@!UOCR{kO5s0{I^65tq$Upg-o|TP+&UPwG~U`CPQij zSP2%`EBYd3k~M}$KjgX&ih9n{$1&jbL&>8s+Bb;Hx#-`1uuRD}%Ikz(G@fVS;mK)u zy0M7gSw*66cp8<--_`N04MtCBb704$;XY{s@j+v4Wa!bMf5#fH+(XDEG)K(&u`A|% znkbC0$75A+mR-^u^mQpg9NJ~$xS1Y*xMQcs7P|r%HTExIe2VYb{g^9uBK&>0zrxW z$%N+hgsW6$JopKH7_lb3Zmr3K7&7ORlLTiMTmoWS*iS3S?6gW^TV=}N0dQ-Hxx z62gu+AM?_QB-N;k<($NeFD&#Zrq+CK-#YlX^lBhK`+z@>uZ+{vCK%S23yOmCGBsin z6dPyhg=MTcZ|1di5`Kpz?6_!rvzaUh*HM%=A0x7!V_LgTc+FnUxGh7~Dbk1OakkzN zF2PNDT3`etayEiT3>E+Qi@^bI+tX&@GEQ;uO_6b_rUs@^c0ZrEQ2fh%6!1rTxTGQp zXX>=WS2tuWMu=;HGCnpmp&XKUX7$0Mj4U; zTAF`%{LxP2aF1}>-Bz3a+KMLszGhDHJZT?|-dT8LGCcXQb3)W_qG1)MaOk6Ef3)yL zYgQviK^-HB&R%Ipj^PIsbptsWHtb@l1Hahn)U&|DDe6=y7XmJ9K!ZLV;gUR|O+s%c zSqQ`yGNj^QyNwxjRrXT~v2`QKOSt{H237+n9mWxHg;6(#{|{a70giPaz7OA0sLWJ0 zNzqiKtn6K~QmJGlkqX&m7E#$zC?kZVj3Oj^lTBoggzW6B_xwIj&+qsDAMg7fN5|76 z_x&B8aec0Fp6B(J62+ES?L^w0O=k+j0}Lo4EDvoCX&ia$7S6eKr$mBhLMRW{E!C<@ z!_sJeD;*11!)~iKJK<-uD_u%eVD+ZOl?$7l-wd4-zcpL~OOMI=G_Bhi2 zsWJC27VnI+{M)vFJ^J)!!c!{#ac|^+EbkuC^3^h2ex~@VgtyXwasOcy2HrHt>{^We ztu?N_?b+s1P3>)mx3N}VozvRwwIZaodW4B#=gZL2KT=Nvn#g30^b?bVj?uf%Ij6#R zes@5?!+pd+;7US?wD#`hmAoC@jE0i4u8EG@pKu?FcPx2uI9BCH%`P8J8M7t5$E}Gr zmQ-|_w8k5#O`cLGsER&hK4o(v^h1!=Bd3Sl;mS9@7o8;w-e+c*`}&XUA;BFtsEi*( zD!vjr#bIU>pnv^ndHK-H<4C^(rF~vPMSD!B_X$YL9;Ybr*`6qfT!}8LOYUp65_+}I zg}m4IOVF!O(Ky^Y^G?6`_?pKb@2X@SiITEy3d4t#EAzAiJo2x|RXqxBDlAGb`b^oh ztaX2T_MjsIXXpLRO;^?K*WV4Yt|*gDfD6H}^Hhw26}i@}{-Bq8Bsl$F3+&pl+RGEa z4+*yw!MHCr`{PuqgD?GNc&^f<{47!X#+K2&^SxVZ)I~&*P<{Sl`))Fqo|zEprPI~3 zAmeW=SynZ_N*}cOg{02LK>Z_qtF${gwtLqexI3lr)!@}_W;2fiZ6#k*LUh7TA!TE< ztI@a7AnBY|!?Cyq>pq>QL2}t?ueB28LncdojPugUxK3*sSFsdbWl)KJw`J%+8e%U) zf!rfwm;K9mE?rL*;Li}`7JiObQR;@3+wnkwvddi9Ml8aV6=)f;285w;!4a0*w(Kn3 zc7V($F>?+yu#OYujg_MWb|s@bh9_c(TgviLRG z;BKyH-5KMkHQJx-j}_M9cE_#Ud+e*9_MW$py4B!AT?$jaYCDBt7(&fxIbIX0tsH_b zVOmK{f%|%b4epbPM)2EIl$24{sMp>IIK{KqsOa2=X!HK+jry&dE{D;x<)4ZvbINA? zbz!fg$+KZ+0UoV)su5~@qXCt^dm$FU%dShB(uIdCb6tuOm#O zN20k^=aL%jPCct^9l5G$lsD#0OyGq?X?N{jBO&GsDJ&Ts<0Q8$Id;Bx&UjL`)3zro z%irpLQQR z#uyP1QBhebV_`wyr$AGTiH((^x?esZbM@+OF>&$0z`*;Fk({O(mvj#8d>t28IAS9k z+aR6Lbf*=>(GMR#5|<4PeRTgmSxITB%=`2I62uFyrWv%S-_Q-iBiy-jXKKmGGFw+! zO$}*986-)i!xDkY7mLtHY9X70tPTNq$G!Up1_X{Cb!!7hqs44?ejcwB9UDuIchC*% z>gsyr?M=?Tkw0WBxS|I?=H##;Y=vga{Xzq`>cI^pkofNyUpll?HB4|*O-)UxnC*cv zJMoy9m@L5?`oBBsySjWA7aiVc9}r=uO+M1t)MWVa`%&jVHh8f;e0;@ymTvS9LPMF8 zzt+~O{rLGaCNq=i#*G`gFS4?-+yp;<_)w-J=*5-yZe~(lQIR5C4f*l(y7%V~#;ZlJ z?pjWtTwY#|)=I4Z{{3-!x)2`T>Ng7;+t!rU>dL%O)hXksDtYLYeE$5|vhz-PbV35< z#fulotlC;z%QLtSA3iM2`}$fw@k-afx?zk!G1ld0f^tXtrNbd~`n>U~VGl6G7#6%` zG!oBd881$s?vNg&C$ZBixs5eV-%Qha)jA54580w|)X%1tmWLxv39)zwj9zNTc)h96 zqsNbB)Ya+ixlF@w7io3%x?SHB7J~fry-Odwe!WL6dC4d-H<#mVyz1rv=k{9V2lJ<$ zoKAL{3!mhq+qP|+NcO;}O*C!%hq~4g?QUB!j;lsS4NXnOl^a_|v?aIY$jrl77vY6)^SHZ}!c3c2!SzpJaLFtm(RR#pPHSXO!)Xe5APNd5&~bt zPe=5xoC0G6h@XBtB_t%Uuodm?g`Yls%Ioxh{5B&YSU>=;T`p1a%WdabxfyxEfs2Md2@2HP~{DXJL zL`^mtrT=i!VvTEPXwdm^Z8J72PfU0NFP@#G=%hYjDsaisN6CA-J~Bv6?1pL;hk58b ze~{WP@0R%%7Vd9RCg+HI@eM|5mDN8=&;9UDf_ne%_eXdVB?6nDr|~xad75F;zwIvH zm1BQ}R(RR}lVK?|@DU{xLsVanKQkUTRA#v0%%U>>`1L2B%zxVZk2)B$kHB@U!#x)+T!>9g zrAJ!VO-jq`#7m{u@4&u?`~=9g#h{IYea{~F;lF1S`ya&#GAYPKKzxFb{z??1W&5vQ zL-(@g#BSpTx$BTa5U`)ng_4h%>h2GWtC0fCrwpuWLk~f|LSB%YE7AfgPI`K^s}^ZG z8hUzu+15i=)%}c{y-NkJ-X%0+h>O2@!`vk7BHu1ybhPAuzI?!tB@W61WUb(`6E6j( zdrW$|P1^zCPSn1@>bG3)xb=y_R}Vr(WCfx556pM>9D^JPc-KLjFtN(UI`hHt(A8Su zOo5^c9W*LBpXUCnwu0B+aqzsQ@svdSbdh|v33Zvq|J-*2*!2$~YjQ{@Rl3=l%>p;W z+dXk4CBA!iOFkwPdRFpKmSEa{oSAyxkt1Bfrw=fW;I;dTeuN8LH26^aXuIr*Qy3Q* zEs84%6m1R(Sy>Jxl(%8?3VuIsG2>|X{Xn2$lEpoGBkzz;<%S?z#n;<@|ITeNg$Yt9 zPzSU7$&)7<7cYu#v%N;muy^6zzp`pZx@RePoMfL_^UnA@uF`;bgoM#a#>T!Se2Y|) zn+B;cJT^8Hwf;D>9B;5A?@2-L!q9yl2ZvODvM~Dg1=#W~_)J%&azsM>pn}#b%3x~p zB7_PcS5=;+NL@C?vzPc}py#%WCRTOKb<{64FX`(`{Z!%-kac&h!?D!iU-C%#^^fq% zlRQY+|HD}i3*fTZcJHEg0p3_?>{*0Qbm0Vxkzm1pgP~m{cxoha=aU9gkMFmxQ_lOH zZIdwiN7#gSD}+e`Pbn*oC_h{g7Z*=6?-Kj*g&})|0ffk<#*pwaUq!RmR+{3zP85|!!PLF-PEe*IIeTyAGIU!*gFOIeHz2V*-0+3 zx4*r+XmmM@!JswyO4h{Z(JZ_FB#$<19tm#@jDb=a_Q9K^q_eXd^IZQAEwnVz{8+InNq)>=w*22_VJo)V(`;%4RiY?D7vp7~*GrUVYc-CCsk$c% z{QXpsNfB$D6BMMNkEJv_<+8@WK6~7JjQ;B1P1?u3+efQ_E8|^C3T3bUgE|OMLGX^L z1wSi6E2XNc3L+<75Ldtq|5Ns*rXbHOsa4m9P)1N?Nd)-?Ev*NHR8ep+wU~!P>60D0 z*?4O9F517kfT0CG-jorZ?vT{Lu}rA*efh!;OISZT2U)N}h+k;v=sbef4`Ga<^@e?O zvo(1WsrlQtBC`x=%tgO?MZ$I@6~qa%`i2)?*3`U@B041XEL%zIYmLxWc?EqqcqQ4{ z*-)U+E9k!P@4HcZiVRfk!|K1^WllHxP77xj9^&1_j}#aznauNUZ@=_9 zA;AdqEHa+n6!7B3+uULSfHKc@T-ZQrY;1(mozK^=U(?>2>7*9V{8cLY!Ezx` zi#seVEb9*_$SvnCaC38$!D-b&_3IP1;-RG^?YC}^k_rt9h}8kq0fuctXW!phEvpbr z=Cpa*Ujmk!o!yDVJ%Z6EmQdK zhVY>t5YwvSla%DVpznOVR$@VyR1kmWC8$;w#X~bRju)?5m}&hcZU4KIc}@cO(B9PK zjzfS#o`tLzHSy7ane&O-i={_g$lMFv7J6K{IzHWYFCQqh04c{*=mqzXdbEYv3kcVc zHhw8hjEUKR4e=u;o)|o=35a??g^sp>%h*`++~0Q^M1lSiHqwtD*9hIYtdBoM27Hdu zGckERd9r1!Gn-K_g$ZA;HLuF42o?0*M(70bLt z9ArjB9Hx3LO%7Jw0fIj%C65(hM~?kund4-xSD<9yf#b(_K;`Gn+qbeUdIZ%C$@Yl}Asw`o+#TKQc)T`N9mF!QtKk+1JyWFr^<@a1rr z$t+>Ti-&d+2Q8kRa2LM){?9@(7XMaEz|Muq3BTO9^O)?2o~nT7sISsXVT&?85a~%- zkRQ3zek0*wM5|>{_i)L-dz-s1RUR6ArvssFf;~6EyjPNkV}D$@^ZfVW(a~b8oQL+^ zcPSq~ehl}A3cbb3wwMKA9h(?2>krnsMk z&ytg%opooS%ien3e+OT< zb7s)RJa_I}-vQoRFlxRtby8fUsXi~R{^iMht^rmoKF^I^UDB7?dZ&GC&+u|eNJ!s4 ztf5awO|6_@bUB;Z=T3Pl`{oR@mIEu}7On%&M-K1Y3Tp!gW;!!}l?KwWB2QQZVY(&% zEH7(bzU+;m*orWD%yQN8V$RN~C6cW47ri%bTx*ozA3-c;YDwBjQabLzsrT~$k;*tp zuAkoFw@NR&64i8b`yZBd@DJ*Sj=0mm5n^4JmwS}2n$hk$-nNi6`DoXQ>Y?}7SY=5m ztv&oH!l_rJ4RT5(XYP^tm-p~#YPzWnsawC}IN)k1wcY9_Zzk?lHexcm z{BLZ;b{*JKZ@RM7;3zl4v_dDla(g|RXG03;NQHwYyBoS_AkG3twf6EtafUTtGbNoY zO#$PMhi}GiEjBj3`etTmaa+Nsn9Tk%n~T2mSn%CM z&bIq*!AJtRv-2)}R~pbq(_fw-Tb?H)IbAwz*{C8dLk4vg4fU`MPs6Fto!Vk>lyon5 zJ@fo%iir`AQ;uC>&P^s8CI6y`0MZpTKdCdi?2i-&xERec)+71$F3l*bQHBMNPBi_&kn)lf9HZ#kz#+1b@qKlt;{ zsPpeiX*;{#P&*N~Jjq?h=e$NeNHsOYb2`n?RMbXH2?_I@O7S|#PpdgHVwtF2&#(bP zE6t!R^D~`9{($_?8o~f2ruZpspT7r900;Oh3 zz9j255wUld%SX;SXEgL`hb=jX%&z};q3g!unVi~M@nQW}jw&-Pcq{RBg zH4V?LIYzwLQc^;aex;_aHt!nWK;jS4Kk@GT;^)t=CMM?BQyLcMc0arFc5=9KHj)Ao67^*z1tF2Nwu%%`x!A+|r(D75ixgc#)B3>lO1&^G z<)bdzmb9L{`(&oN{P}DCzMEoV?}swGijQ=@YLVT+wsji^%{g6m2>o!m3#ns$dcvQH zx=*&gI6CZ>lCk6Mn#=mi+wA|V4-R&;~es&&~uik)7A$72CjI~nObe{q6- z^5Ba$QMb!>%g;~RQlisMlSy!jOrx~Kd-A! z-;4g48(xysARQ65IjPGp7(*&gTM!aJ0tc?KiTqjVhU4!~t5WMGCO#sRgen+J{S=Om zkBn%nE|$05NbB_pQY(TCPi}B9KO&|r|@%0^E@87yoF{;pdpS&VmfLwgc?(635Apk4|mUw-LhO=wvP|G}R&WB1>eJ@qrG+K=_$ro(A>#K9Nl+ zclQ}-x&swJ_K+7_IwB>M?L=NZ72Vy0OTTX@7@CuHJ`{k`Cewl94^BO8Z51r9-PR5H zPPw>9B3|-}4K+mmlK?%+tEth#U)H-jxC4iwuWbe|d(!$0*O$4*(`|Wok3H|Qrn}eP zKIQK?x#^DBH2zYU>CRmoBB$&1{$wR6#pYuMFI^ipv z`a7-Ma%y>Uy1u`3YHqeSy41U&qwxW*S(Xff_3ET++Rvq-w4`_ne2v;siIVfu7iKW# zPo_Hvya0{(qrc=6b@)CVzkY3KS6Gf2EFe1seGR9NhUDM!7dY2uDtJV`++^a!_IsVf zM!bdd&aG>AdYs$RjJI~*?c4Naezr*@%l07WT1QXsEsKA6^PeuI-I~5C1g7&4p@i^d znj$X+Q@7B)b+jRt7=m5p?RRbJI8V+m;lI-H1jOEl}-3KPlVN5 zzl-enbgOVVCGSZH0IXh_w~LE;89O;Rq=Hv7^Kot+)&oENOU}LHdCUD(zs}3j3OJc!8pKtlr?@q~85-&a>J@CQUVZ8lj!`Umo z<&$3+^Wu3!Epm5I>fhVU_5AtOQBZ8jPe1RCIG8N0bXQao!YzILN6P=i>}Fr8b4~4E zU!%)`Xj@OH>f&&nt76mh!vq(-aH-9x&87WDDl|sSYELpQum8E=G_{a#H12&Q#&Gof z%4n^4-{McUmB});KF66eU!X@ae0NI5$#QjW@nq~XJa&sMe*OnXd zT&2z*y5#X$U9vDGgfO&8FLyDNlTe zT?oPxpAPBygoGTHtNwJ`VU5n!Z763l)u~~3TmH&6i`DteHrI~ZZ?2@0^gCU|=T9!} zInS@-7WvEUi_J`p(cu@xRh}VwMeCeS^pyE)to|!=DN~<5#dKbK5Sy{18hrhU_Dk>d zGPXR!ijxqxGZ^GJ;;PV*l+vFs+_iB5$_L*+2s&WJL|wKhjh-8w{`F+X;#6FS#`@9_vF;3S-!A>I zJmFq9fQxl|f0A&VYJ0l3P4|lLk+(_HZH;lm?HOCwKhLNcU@Kc!A0F;WCHvW^HRiHv ztGzy|?_gcIEj<@DWO=!#ILDmhyuLNfmviS9>)vNxT@TUk9~_D*?|@WL7a|63?B`$i^VZF>A&yf@KxyGq%acRjhF?{r6d&{F65q_wqmLq|t- z?(rLi4>on0P|~ua=LNIhRZp6GS!<^;6|qYG{c%_(G{T*3K0ZEa$?YC8?^}%uhU8M} zC~cii{>jx_OusbSHa>MDBeiY((U~&}{!N>sfNFldXZCLHlvxI|Wi}~;^~wphZ8Q`% zbF&2rEf3@sqU#3kUr3Nk>7emf^YY7+d^0f60A0eMP^z4AcNfwgep+Xbg4m|$ju8)h zETqei*`3VUTsS6I&y;anJzW9Ej?&eM^bUro!25pp$+BW&vYa|KH9IHOayVYR-eV)m zuEEC}lb_$Cf8ItYr0l1i^^I6+ido0pVSBM?Z$HKSVlo`T-+Jhx&U@E(>+LbVR&X`5 zIN`k94z9^MJ~3A313ONNaeTgakN#z_2Y(L79#Ix@PP%)|W+Fyc>l4lw@8F>EZrZG` zN-eg$%HhvTs%~7mVsi^@Z_WtZuQ4sVGS8&_zei)o(2V> z;zbUKIl^3&oaEl0kBy7lgvcK9rXG@eHz_@R+IwhBPdr%yNNpWjJsW-FbG+N(^nS$fC# zqnBbkA|$z*H*dCl9UtS^E+nKLMO(g!saN_8&7sGSAE~H%#6d0atEx^+tRYID81hUKWz9`X8IBs8PTv@3)DW8T*(vG-cT4 zx@OJ(Hc`gp{LU}Xin9`V<^AMA@rZm>2Th&8m5C>Qo;5@6ST^IFblSMkV?R$Ze%fvy z>e79_RAK=k$2 zb>2g?lqjj*_t-cquN2EC%Cg!NAMISV-R5if<2*(+>C=i7?9iYhhg(yjU0$s;0tqnxDhcN<*7DBWt4`Q?qT$Fvx@9hBsR zr#Gyoa$ka?k6ciLwkV%b+$lP8^Ma!|>re78LMQiJ0sHkUe&Oi;@+1WWf1{ty9LU+o* z$Vflb)4{`dm6WvAE+>LbdSqlof@|L}RQLC5iXu(AB4^J_-F-)G1nB zk%$CzLO?)3*X8!@+sda;%VC+~LiH^zn=s@4<;8P}rB_+Buj8p&*Fj*y6Ao6rUR9_j zwyC$b94g1?-csM#SoBPx`aDNRbw^K+zmE@fvYr7Vt1>f0_Cl&1nqkg8RP~7 z=H;$m=k?>1KvE(esjqzrH#i!VLq#e7_8CJfgkoLvxlqN*xAX#+@KbclHz|l3YZTbB|pn0jW9qkuyud_ zNci}X5fLrw1-)fQo~^E}t+@%(aY_0lo=u>bWjnqblMxsk?C}!`3xEwiehgZkC@3H$ zP{ylAaqhZ|>BC5G2`I+L`-dB13GBv;moKyPT1m7UE( z04)4YVNP0W-@SY1mVLkKEv%LecAujor1l%y+qZy@H9v2ctor`^R{wH$Kx0sv0ez1^ zoDfS?m`{s5u=c)Cez6yw^+3pT72BiFigAGN=H|X%9g?EI{O3aN;;0c0Ch{>o^1=kd62tCPlZQMp1_=M2Sx{I41g<~B)Ndhz;37F z#(70pWMqV(LFD3il9QU6+H#8&cD4sS03!gr@V5^@o<`(nA(^zUE<3)>l>16^4|J0J z%gJS_fRLf*;HYU)0;p%H{vO&v?17St<5=GwEc%Q~G+xC>7Lq44ZGLvD^zMof&EcS* zgW{i<_Ve;mpw`v7?m-Xa51>a@b6Sbo1jYvdvG!i8>{m@AI5#LWJ8&Rug1PkY*qEiu zUs6(HY1}?OFXN2lO6lOx%o05tTQ!Sdx>OKEY9L?p$5)L%Jx}QEkX=r6i`lBj=TTW!I`RtuW6+Yhw8~tbra%O*jKgq3WTw5J80Ri^p$pM_;jwvl> zq8u=mfGS;juZWw#2oTxg2+;CnR{W1wq3e?+qvtmhyw9ksq^;z?_jR zt!X$0Z1`UbT4Z))ufZ;OolhDp^DOR@#(V=3*2;u}5`{bWuH9T*Ty!DTrInKJUE!Aj z^(2kdl6b3H#wA~%m$JIdaYg~eWx0@^pC5JbY*Nc^>;NoKIC5T!v3+F<>uFw*if0q( zIs!F_?g#JRmx8})0Ne+_Dyz#2l*g6JU*McrnXu0v*d2f5%hU$2u#bLgc|ng2+glOH zLs&Xm4lxfjXM%D)H%eQC+-_0}UZ@BLQt;TZJHz$dU&BQiDd{+W?0(wZ#^bT;@L`%W zXU>F5I*T!N-7q)*>2r>RVm4u2LOh=*wvLLr^J63B=H`amD_5(kt9#X4mlNvRH!*X^ zxN+aN^czi|!1q~+d-^Awf6UDs>F9}~uJX)h*v4$XyR9UaASa%ZPEJH#+5zedfgc#eF0xw%=J zUE*G_xBTx(e{BEoC-5JLM`36rj5fn(X#SJF5A_s7&lef7O{!~H3WV;uz3Us@gt)jn zWmYh5Ok^=j948&<@jK$|$G`9`pKIbdEQ z1Hp=G51pgnmrP7dxVe#?;b}Hn5u~9Y$5p3=W}uC=#K@kE*K(aro4$u@1&r?`m02SHIyxxEZpt8$zxNv3x6@ zK`c7m(X;kXP2Xj?qem@t;5jVKoz=NkYdWd-dbuwmj952DsFfdPQ%B(N{{25V%uJ`F zz+i@khPoLKefo3)P?uL38P8sZ!cqV~N}bg51YQX69jN^Qre}GYuG!mKETZD;S9vTA zfFYmYEH)q6Cm_IJm%{-M&;9v#6RaXUKX9j()e1J1;jC}bh!3}e7484E13f}gh2)-5 z9cLy`hW-)p(c=-AkIW-p{3^ejrmCAq=ZNLt#O7 zyVi{eUVbeT!g|A|bYOaygaij{T18bA`qRju#hY}Gl9Cb+z_i3;!V`oWfo0!kDMHW1 zRj0tYWYvb<1VaFK%slZ34h13zoS69e#|7)o^u~?C=ESpbProWO11V`=M|hDP9o_^a zGbiU|P%(iibu@)r^YW#)J0)EafE71xlnB9C;PkJktyM%lx!?rL7O8xMkk?F1;LUBS zFvQe;hW>L{*kj^5XzG!e`1o?n8D(X{Si%@)9yfpoNO+}xr25)4Rc#(5TqXcYn3bw$ zDm>q8HmJcXhp7S{Biq=qJyTn$el20Z_c;q*>h{e_EJGjNw@Q!=i^MBze)Ouzl&wV} z-4&YLq7pJ38}iJ5jf}`3xt(wo`ZQ?P4XAQeacpZNNel5e-lKB&G#0z0z zc(=N$>JOWv@5QgYsI93P{P}{|ErLszgND!3{@SNy;^|j9J8LsLJ8SS~c7$w(0ju~3 z;j{xpL>Quu&2PFBI+EaBii&=%sF2126XyCpZfBlXgGaSFI)1r*9mtUIi8MfnVF!h4 z-;B*Y&k$Mq5!5$#PZLdfK%Mvd9CB1s zSyfdYt|-Zp?ok6}7q)no@dFqu^Az?~Y7*0T9ORvQf??DGJk>s}$egZ@F>VrMWQ3@J zQ&aqz0g9AV)z8{;A+x5ELT3P+W-mVxf42BA;MHzYV!W!SLo|RIp#ZRaP^sstBF`1c zC^|fMC+7v1u0%nsoWAF2n4>MEPPqqwx^~)O`!U1B5feW!Z8;ZXtTj+MG{b%Hpf}js zwm{m#=L_E!WBhCG9{>AtM31))wPt>YMB5lJh@WM^(t6K*ha*wJ4)Sd7b5jGHjX05(QV!@ zF8;FPY*n2<*9|NYX&_xg)B#YwU@vy}?DvF$^ZQx>oDGi+jfkL0XkrPVb8~xiFhXQx zanOJ7XKfXl=8xKrZ zepE|#xyW3w#(pEOVjUIUK`X4yL@qT8o)OXt=9AnljIv!S5fpFTM^0?trNQ+(!VLYs zMlQIxG>1jgZp@X^E;DsO6bC7`xjc>YBRa8{MHgqN^vg`$?z7&Ub=hir1%}HFz1I2@ z@Y20yKZ5t4&7w+9wU9t@nw2J#^4W8h!GPp4cvhCQEYF-T@t!&DP6^yOpwah>`+8@$ zb9iH#bkjpw*V9$sMwy1$Y%MpP+`oy1lIZnEdYzn%ZZ)!yBwd;+rmKXkh5he^{Pl=0 zYkx*d`YfsU*G)I)^%Y%Bqfcm3`DD?fM#X&%s|bw&?Iyd=V84o@L)i^8v)!~_?qh9f z?)0)1Wxi~ixjmeg$1_XD?Sdp6=MfU`Le_5l5 ztyCE);rOUyoLAg_Vvh&?Z^%qogWW_O5FgLm*w&_u0OI?n+a0e2ukbT{&$QqYg!$&g7%IA)d>hZuM2oI-Go+mKI1{>-%?=y!AE5et5Af zCvLR?;lTAh*HM_bJ^bElJ$cT=yTbjHLA+pRHPtI)wK!$i*wdp%uZNz zt0E>6wHc;Q(>YXfH7x)zYKEw~^0>jwkMKMZD+T~zwhiHXr9kcw#5VTgxnE~zhp|gK zIhZ~;PJ1V(ix~gc$UVSx1QH*Ps#Agw%ps6D!~GiH^OAmYa^UU1v}- zto&K?vJ&PPJ$QNX3;Rhud>3apFQ>m30FD8O+XK40^*%T++hLTH&zzyb69K|VpV@JS zST}&|C||h1M2y<>lGBgsBl*M}uPsk9;@L3y=tHy{a6P;f18k4)`qY!UL3?UGjJeUcz>?H>L$`uYY>LqUT&-C_L2F#7NGRjgVqFtv4J>p3@ zc3MhNs~=P&!^5bi<%a9U%}~9ULoRG&VuDx6kG=2b0{|*Ruz|%VzZ8#*Cnxh;p}hRh zgxckZIxns+^x%5`?2s;VKDe2?;cvV~-li#6sK%3qEh~Erfd{cNZ+-vpaM4LJnIpDa1rOtS>{{Wa%g+5v=u;q8E4`&(x_KGuV z5n?sd5KbDvyBS?M{_iJ!9-*_R43S0yl9)iS@ra4BVhNNIS(AlsM}Nn&8~#GJj7+Jk zZz}R|AkoaVzF1Bm!q6EHc1%NG-ygf*aDMFj;`ch2otE-j{zG{QLHBP1j#>i47Z?@g z5Ap%KsMSV&*VW_LiFbY_CS0uz7wx?BA3BeE5R$XhMEoPQ(nr^Z?R&z!^AUEW0fxBk zv+Y47vkMX^ugQO!hck+sEvJ7D_sP4yKMp(em24ULTtV71Z1 zk_V0fAdjGiFpvKF3-I>2847W0WVWw=4ZY8D?0PR6qZK7z$w{>yQbV*E{r)`-5zyb8 z9oD%J^cO{|i<=qlL74l|q>gCf-GFo>IVEi`R{z+3=fA_c%V%qBvw0>t35NT4*>M&Z zxFViS>QWp9bmPF@{X=HiC$=Ozn28kI|B_|I%N}apn?Pe3 z648}kmL!Y<@44XgH{s?FAX?Qww$1qq?Ny(`4>0YG7I7i?5Pz8R=BcSyK zI6>j49{u!;g#t&4<=WEF$9ZZV+_f<@SiJM-MXr3GkWc@RY`A)SyyktLhx>a=#Q8i{ zcs(BY|H*e@`v31|KeEqIFib;RTj*O0^UmG3{SV!wlY62(TCHrRz9+-@-Q)DUYvW;A zK1-2}K(eEW@jp;`^n?|8-ohe)R5XIZ|78d03dSp<0k537IsgBv!l6}TA-G8Ao+(oQ zPgi8+WAW7s1eE;HArC#^^ZkQg)cj0)*Z7El@V>0^glCtQ{C7W;W$n2Yn+^adP~lhu zNHC&#eL>Z;gK|}|X=wtx4!mt0MMkRVePdP}u$&;|0AOx($-gfPBoqg)N>QT^1=k`N zZg?0&?amIZY>8gaCte!zvw&b?9sEfi?5$?qi8zZB0#qz8;=KWjd0>Lg5QOh0H1c(@1c~?Kk?s`YPSMoBd-* z%UzxtdEawM=kJgsRynkrrZMgM|LZm^gytLR=sTqoJD8Z%w^*3Ji+Rm+r;gcYn&N-E z9FEHH-Sc2H>VGvGdG5l6kFiP2jL$6z+KJI_!R;4K1nZbnJhtzTi@XRFH|RkMP4xr& zP#5viIbLQ-|4ZWFp+na=MU09Bwu|Dkp~}==@0z$MjJ_~fy(T(kqQPb0O6N7fwADic zJ{l8$DKJV&X4GY=49Vfg!c0_!JP(Y53WJV}zK!U&2)=|7I2G=a$HG*{Y7_`EvtVD9Xwcmu6;wk5bPFa)pgQEenVC8NT4)*MQ!|KyMd3ln-AtC;zEI##jd+$@quGL;f+Z$5b2ji`JuB*0{HW0|m zr)0@R+7YB#?hw&-C**QsTJ>F)1~p-{jnZ`FIjAVy1-=lfJSRW{fTtT1g@_p$BZVcW z*#;%#4_V7zECDuRkA#HyttE-y6+DQPKir_=HdOkCngTMbIz1fx@C{7pD-UzGe*5Nk z{u%EcuolQk;7X+CaZN0gkz;olU3nO=`RB$j(4o^o1J!*ko`s?R-nhqQ`EVpUOElDV zI}Fe`txT6c`Mvpi$+XnMl9SvewM}jyj-}?0&MZ+}nQ=Hdj1(W~+@+>TOrbbS0_^&pCf499y(y*O@)(ZzGSrLS7aRYpG7B^&svi*Q@W7Gs%K_S(u; zyi$%$bs^z|u60{qVssI40@@sn`S{34aF89wGg>`^(bPjWOL85A3e>qNQHcchJm5EJ zh2q>kVq6?B53+yMUVlVaZ0ugIL3xy4;O4#4&*y|gse{f=3*W&Wn}Vb072JbUaH`jx zuF6~{(CR3k;6E1PYoFz-_;|(HwJ+0UY-CBo2cDT#)E))oo>;wxJn^ri94AC?b$?;; zps%dZhp!7ajp9m5Vq&2?o#eh8*YtlYwxpH7OKXxT1UV}t#Au{3t~0}c&WB!h1MiB# zql_^64gTfFe(b%St&9>VcEhs>W+3$)PcDyr>|94=$51mfp4s!o=5nbB<6; zomx0{y6Y?w%t!JTuhvThvt8Co|MY1CGy90W2s@EoW*Qlay|(PztaI+Ot;xw<$9MAn z-noUsC*5aY zC%+k3&v5!HeXHpBXyQN2sUA|j<0wnhswv{I4}&v(Y_;37Ri-NWqDtWR_=149_mw(o zcN$=7fkI!{XSs3q%9%61rjb3)3slT-51+zaMUCBF~P*xyLWHwd~T&YvMbN|uRKB6M^vk? zf9ykm4L^}8R0KRAzxS6ji_m!B)LNH)&nD9MK^I9YMa$I6^{Dj~lY;f?=ZAwL+6Ysj z*8L_;iK>twoDr_`>4laH`j4Ma&Me8(+{)wTSG2Xw7`8qxf9V~n5)&6L5^cbG0^Qs}t)@jJS=`k(q%ZI)!rgd+t2e)zPM^EH*!tKVI=RI)nl%I140!Y&O+X^24le@#z zvONp!b%+c$$yzT1}7;=5bqJ6aX!l!B&1;NLVBa?ArftOrcB{MUVd{O4& z43DSH?-jW0q{Wcn&D`#hSJ&}F*5;>DeZToaV1MD(Zglducr{(Uqk~g=Cg4vVv(1O( zw{JI)oR$VdfD6JOc>gyG!@sR z*_E2|np)#Ys9|Bq?X*uqK=qC!M3sROP8pGo>b7BK$21ZoG1=J{KaD-6JzhajQJm0= z797uF1ZiXiM{YJR5hIu-Q7=nbg)SPXZKF30)+&d6L}XimzuHVb+pQ(NT4gZgQYb`! zV;RUH7N+73*WAxei73wfcT8Ca@(jZK!Sdy(?u%a3&%HPINklJCd+5qZe;v*josDD6`fdIvQMff2nl!4Bs!JnvTpw4C4YpM*|5<>CWpL zyX9!|k;ujF+H^}s^KxQ*v?~19*5c zi1#HRD=ba2?g5I8OKR-LS2*wfU^sO76SbSvhHRv1_~~77 zGs}npa0W*?KB_B;oB|oiTvg-B3}~5T(gnq#D61kaG?b#MFgO}4!0p=z!aTqfuh5A8 z?%lil4je$8nuw@b+1NC-w2IVjcOxrsQN=VlvsC+sQb?2aX5VLO zi;v&4B%Cb1Oe+>_Jdj~QOXZTs-Rqi)j+9)zJsyoe^W6?-1gM2fj~-P2GdpU! zypH6r2=0_&XbnEW!c5_sU zoz{1rJ6B+Jq9^soOr7gmka*NtvvYkl!acz&w_pHa=HOw3$0`ZDtT8n=FPk6l5cRVD z4j4DYceC!?z)po3H7xd|>HNLMsD83g;!!3HUUDSX9z91AaU%G!i#|XcJ%F6=!Y&gZ z&MTRif4IDN5*#&#PecLbFz@ywl=oFc&d^22cfI$#pfyj(#Y?F^7k3B6o zlY0?TQ6A3scD5g^dX}nl$P_%yx95^5B8)GB+uMc13ilZ~oC_gopQ=}65{K&ji&#;XMJ3s)8 z{o``Q_u)33iYvm1HNXHM&1Jq->Fn8{u_s&f6-VBZ9WTM*RjY92ndBk(lP665(*afC z+_|wp^ybwgHf=B%yZBVLd_DsuxKoOy;69^n&(O$eK?)Bn_df;ydN(hxq9*4`-4*_j z;Vr7E@At06x%S<;gO%Tg%-w<%M-sqXWS0pCed-m*=oXLDAZ1`ANd`#j#8B*(I+HrN z6H4mW1Pd|VZ{AQ{|0vokj+i!7%2kpCbf)@?$2w2=A{{nh3Z68cIouI^p`SMSwGw1t8=kbJhm$*-6h`a zNCY<2nr?WC?nQ{0O{A-ZsXQJ1q*QipjnL=Hgv7-C1>ebB+LBIcot$qodK%RrH{1kN zX|mT$^B)-LR<0wtv#5k_D-vtdH#^AWd*bZk>1o;QA+EGCe0g(@-FT6|>&igD=#CMb zR=be?L6yc`(i%&*m|?#|ZnvA4Dka)zGchsEIwDj60hTbTKso?%bNp!wwRc*UKH~|k z7a&U8v8Iip77IAcKYaERFEuqZj_&gXnSCwttESeIqknjJ-e9i^dK-PR=1lC<=-ooS z4k;}m0cWlDHLII4wIqG74I~!*#w^gx3J9#jkPBpqAE0NE* zXju1CdDqUz+wueh>0EQjTrWOlU>D%o!ybE@I*oF|b8Fi0qH>}C1}-rhQ|)TbGsA2B z%2#nBez=Tq`)xhab;L0SjRCcUv(5A$zTeWFT^jJ0!fQj(Xv@)bfPJXAaRv=>9_;|9 z{FU=}EhrsWsm(RUou00jqw9kkIC$Qpgx=+o&4|{75OKy)64seuxYgFrIh<^R`}8Wi zbkM2~nNmv7O|zZ97wt#|%m{1eQKabyq)TOnWSXp>L^yki=Z4Ms6v;@$vU&_P+n%z}ajZG@UIQfB8b zUB2AV+`JJIs>rv?#WwV!1hJ{NXL$|g7b+VxaA{Dfmqngk4+dS=X}Yw2#D*}^mhe)^ zrzQo=0U*S0Q6C|2g9Lxq&9!bSNL}(V0Ul7RmID2SG~gBKAPA@f(w9_b8LX)9AzD{} zwv$_7(ncbLwL(vKz*pgO%O*7SnMf@oNkE>r_U9%MoxwAPB1IqP>zhF2T)xaUKiT7t znkK(&Pea3fb*a^0@BX!Ee^>c?_rx&OA_K_2W^`IJfZXrVVpfV5q1kox(w`8tgCsT| z$^-6uPd_Iu8gAWuyxD%N?LGnkU<)QbqSD|0kV#J(pdVD8?u>%o077_HpC{Wtiu=Oo zwFz5+a$p%tBZBfpM4E(3f+6xiiv;*1b=8Zt5LW$>zdv25)MA|j>NB;Q*N3FmD_b0e zGy?BTu|EG-W9Lv)%Un8RqI<(X8JQJo`n`Xqs%uVl$+RZ zRW{6^@?j0G_@l@gfK?9MYyWB-a;5BWtU6lc)^AG>K;Fix{$koyz(=UtKN}0N7VCup z-9^`Ce)Q(ILld(*Ng~LR?8r4#jnkr8dT$G_?jV7LBy=a-yW8TMMy`d7*Ga9f$ne!b z5}!o`fu=%TF@>AsM7EcB-kFN&axQ=8<@vsMA8WUDbr(-&HU!T+@(vbc4thL&JwULG z0{`)R(p{ljNkB z6nffE{@P>1#qcT5&ljHEPc-VId)wwM=vKIT;?h4_$6%wQaob^FGggU-vcsuHQ8&Cj^hQtuxBR z^@+tvFYH!MF>sVuKYhmr%Th`#BoF+}D!=0xU9NlYELzU!zWNo-RqJ||dI00{rpagM zlxtD;i!^k~lbQ&kW5usO2{8pg1KnVvTJ^QFc%$e{n;kP!x@te`EVJ9$9bLLuST&yD zcsE>N7;K6kiJeZYKY2cOcdvpPw;qGdW8a$U>NWTG?AdethwHg>{np2Cf;(y*q2{J2 z2iaVr)!#e*@rdp|(AJ!LcYpo3BB)B>Ooh#RbriVFqNT9@SH1F4Pblu3$vXLE6dX+y z+hdm5e?A*^22C}~Tqe1{wPIW{AcjctYXA(Wqd4`^J2SH=yWMf)Xig7Pn`5gb03GGP zPv;QOT-zFXyZ&0zIRcCxssJTPxqXp_))ngwD3lQSQ5nkB6@2hGh@k|b#xe@PZ$_Pm z0Eq%Si5%_LwkOK~LWF7+Kvpu<+ud{eWqg-G@z3=JJbjwVKUwixQLF8<9GDAFzn%6{M47Zx2|Q+UHk zk}yo{=ee!?0e7ruet2|$x<&O`5|$7ay5lJo7n5Ue0P}f4iVG}Ll!H;C71-wr*-SNd zkyA9l^#Xbcpo+qH$%>eUJm(2B;?Dq-RnlD%IDv%KYIT~i{4php=hcv6FX+MrzDt)b z<Hl68EIJ7>xI7Yqj8HDly zF&4}hqEJ%;Ped5=^4z;pl+l22wjNB1>i%$0tm5a?Fku*@sGtxUHFkUZK_K>n2(KKP z7Tj7$HyH5mB`DF?a=W|Ua8s0F8G^+Yox8<`F8;#f9XW;v8*z`8kZ)smL$&; zn&-k|tv7^Z3m+()3*Fqc?&{FX{b(fU@ue3n!5W3sV6G}2ygMitmTLdoOMsFS==kQ% zp@gvU=u=8=^Ps)>J#B)-vX?XVRwW`){Sz=y=2O(_usqU*HXnU-|ze0R~ORwZq zr2G5(yCJ&-Dq1Jg!ytNFYw}d)g@!GAmu?>v#gfy@n8)&tcwx_DVq(1gr{a;U8NG7p zRzMh_uB5Iz+mz;cofJcnx!p`4Sm*=*J#*E?BG=UYR`;HD8@&h4@y5BVdT1jiN@aLOS!pRSY>s8rCA&K(6 zZw)RN9~Qs1YT1;Mt|TzCz1_(2(7#Z-2U(Xlzy_-~9;x)577O*c`u1-H?MBp z&Zow(YH!KXVFz}%J1;kxIYfOq#cKfC~uS*X(lS&IniQBGDb~WnatH#R~g^JE>eKiv) z%<1_^N=eD&aM*zjY^Bu2AIZuq|I#Su<2M97jGA8A0cYJ=qA`~(4Gau0zr6y*+*Y>k zu-?@X9PqxkbKr8>G0(kKYg6cs)STtWMZ1;ke&Tm1Lfesm_Jmgi2TbstRMS)umSjU@ zd71{zDY(WZg=r#?9lOEj$Ja+2FpFoiI4lB8yY39(;EDDtj}t z?rTm)sA{TLR$O4Q(ZHq)Aq>dYOhB{C>D-RXdsYitKXK~dU}rDAyvMFm2A`F_I?>r* z#OD3#d$Y_X*h=dqdV#I4PQ5!MRa$>-MK^dadqZZl4jkx;b3VF!H*K;`tZ=^eFE5N> zZ|nSccl{Byk1|Cg88zD`yQA!yjh$|CB`s9z)aAp)U0>+=dL;*C_MwM8mAu5d@sKnM z&#TmL%x#>#xG{or@Nj^$q*&)kkJ>>}t@5jaE6! zh}jj*AIVVF7{ns&5{!45>}Skl-?%Z5Uaa8OMyJyK>ph+>{2gsY@()Pm)OzrL(m)AJ zK|MyFj*@cxdH13yNXS5oMx{~-J6&mMsdw@K%CO|Z{cmA?^e_kz7de0umTW2bz8NP-4 zn!T_3pzBFphxQGCDy%+qi5;2<-Xk=RHqiMiT#N%i!I|b|t;2 z9XWOCEQxMGHiWfZj z@LfM983Vd~QE1zFU{WAgCVsp@o0WOO1$0N#;ns-p$By|<889o1Qz*kWVSrpZ!y1l* zYVAi(8;)@My4ZM`soeztL<#dZ3@OcWCN?(%17DVN@bH8zTd``3tnBBf z9<}L6@}D$*D!rsQHNE}mq?AJJloZWXf1{d#z{5$0*Tm|apE?DDOr!eZ$Fs8*7ALIi zB|BB)0jCEhq^i#r;3aU?@hU49AAF7GFr-LC%nuFn+*CK4@)3v0NlEyqkeZntSN-6@ zmLP6Fyguy)p=~3_a$VEjz7P z9PP4Ul5tr-^P$P%Uq7eHUYsd=aiM`X#WK3J#eMK-V#8@*bs{^Nc@$cxK0@KuuHWwr z$xxJKWH{k$z2frwlDmHmGqa|xZN{`!V4-#Hb~4jqz`@8;uHrZ3ki z)m7CeJGp0s`}`gkYOiRTLjgmoo}lZycC=DV=Y7W`A6z_l?p$}#{OC)zs#LCZQ4tZn z6VXck%Y*AVl6tw>cb+(XZ0F~M9>0A937I{9Ejczlc??XepNZ|Lv5>3@UW4>v7TXP# z<{CfAd(SGFpT_YIj5%v2x_q|jdDDezVb%}fdwzU(y*kq?UuM4^I|pVz+BIv^^ET#8 z-Yt#m-eam32Up?-!-fxiGw8^uKnCLduyYO&-6_$Qavf8bctlb1yaH)Duh${E%#(>63*U_sjH|)f6vbOj&_b`Kth8R8p3{d(l$2UquqvQ@2gXmgXuxR!QUk{ zFJHLuxQQ_~7Q~t-e{mN~eKIs2?HwCzVdRpkddl%CdB)N6xw%5|+`B7zL5gE7IMF*e^x(@I0;njHO*9ppmH@ zT3^bOqnCtudeb?(@NvKS z7l{FLGqYzmitH7vK%7^GBP@RQZG>or8FJ5|iZ{6(c%JgoF6ZUt6*nuV#d-KNGy{*} zxB)vnr%O#`R->=K7qlZk?%>j`TlqbD<{~mjxAt!Ilo z0+b~qQyACYqyY+38DN1yo@QP3Zffz(PgOhYm8zYJ0zHsE3D|av6vq>7{^4m4#700oET`0L zvT3)hX^7iD$+)%9WA?3ut^Iw zb!#j9U#1qZ3+kh9;to^&>!Re}74C?Am7Q&{FG+jZ7$&!^Fom!qm_ppPAXUl zGiqi@ca`Xo*1Pn>qe?$^a~;a=>A$?&eRkYxAa}$)w>d1~3Q**G6j%IAujG08<9O?? zvB$Xrm&U)o_NcqaNn4xyF_+_|JUn|fd;83$-ey)-*5j2ffR`Ru3@;oUJy_Y6YbTQ1 zX*05Ye97F*$1V44QIJ*K$9!otux9^wtBmx(9>wJ+M5Fi=6gJ@u8{d$>J5cmpA#CY^ z>Q$rZl@A2Ey1KwDDe!Y)qbHmIV``2C?+}lhR&`RXB5jBX)3Cd2p;&ux!!EJTbXt-X z&NJ>X$#XC|I^C7qc3 zY|h=6j>d<&y{dp%T5_fI`}fsE<)1A~{g7*r*~57+8P#H6+2yd!;NPqDn{dUhUAt?NMiswRM*}|4^?LPYHhBi9Al@`S)`GA1ZaR&1RDfrI73`;;zkc524yoBKB}J;A zfgECv-z4s<<7=^QN5En79=gjWHgj?A2Z6^!KvK?hwV-8oqKB1-N7Rv1$2|3j>B83L zdjlUibo*oj4`;N(HAMbc*paihf@H|<-WB}6z044SFy$*c;h}rkq&YeM=`77r7M1c` zaMsTnzEtZl)+aLG&751OFk{v6LOJfOU5L>3d|(FoAbLm^a*Ch!Zt0QPq>!bGY#m{V)$#c3l zw8%<{o-@#Y+Hhe@*#2jWcokxI!vGCk0IZKMNlHp8WLcW_h*Sn)BG3Sv;N9Wg`jI#V zQ_(1MfWso=r(6}0CA(V- z)fv#+f*YHdm}pNme5kht$VaWDwJ;0?(lw5w3g^^2d|h;Wd~hbmSCpsuU)Hd?Qi6Ewsk{TUL&)|GR&RTIbe0=w1uREaH)JhMQG=t~GZ33UliW zZDVD1J8IAF8$_<*;ZfnR$jE-Aj-wrv&S81L3eo%6-zX(p;e1`Va{Bh>dy~EIHs!fr zS&Td@d2eU-kRl2u+C33ypJ>0gq(_uzPnh;mJzEy5C{B0`Q#93E9V zhb9B0#Bk@dYtluMHl2JEJIreStEkOt)XGWI-^D5;NwHj^BgERiH8tdO+*IyxVaJ;z zxue<}a}zxZg?Q5I9~L<(rQb2uN1Ym7X*GSSZG~YA24aWqxFQDgLi>6HM@5xd7}vAQF?&ORv7(o+@|J5hPAuo^Py z8yKKR#Ox?yH_^Q>#iPJ^BEc}yX27-lM6p}Bqn|-UH4@DfZ+wt>>9sWp6%9z#pHc)KEtf~)(^$>-{!z!7-C3D_cPm?2L#$exBwAl8ITcFl$^M_~ zcDc_<*Zyg0D!cqO?{#a}`ob0cvRkPl?0;~beS@GuFK6;0s%E6uX&-Qd2P^*dBY+40 z`l}F8>vKHCJG6F5O8)Ejg9thQ>s_}KGBE-IaUHxqn~I?rDuQ}{?&ajIpR2d;djiG; z)aZylzJ1#l?VDx*cM9&^JK=-oEu>#p5JcADC*^p|2Zx_L z&=WLbO@0R}+SBlzTr_MlMpO%A3@q!`5!!hm>mTCtQFXwOQgfu%SZEcU7* zP^`!w&Z0Sj3QkE2T0oH|0Jz!D*QK`k%N ztRQVSK&dCMpkrjLAazn)sYiLSN0|g6Qqs~rU>z?7o)`LZRjf{P4;9;OFSm+ZiMlgc zth2JRvIj`l5+w3Nv16B8UMvG%HT{XfOKF4_KrSn$8s++uj1wFvHWV`nnw+FLLKUYu z;U&Z{#{XU!?}L>QqDDC^q`dwq)tDaDX>`ebEnb>0jy-i=PmhJreHsmDP3Wf|>*$qIHy#|wy5sNH23@!nU`vyt* z1~v269~~DP|CY^{-9gZ7cyw=AT~h1;8#$Twfc`fUk!_N9tW9b~gv!f1W1S~xoNl&~ zoIS**UBHp0`d2^XMDvp$Fg}EmfrVz-(!zi;$>$S8fKB1pE=t~;5sXg;(pe96uj}+2 zW?iM%6WEhOm3|6p1an0AOo6y_OVlpUWu8y76yFJd4KWk@kFph#d01$8Ms<4MHd;Bqb%C$hF-L zj9HvJ^?<>Z1Ou+%H`FC&#UCs>F)}{pl_6(F+j0@gqN-a??W>W1OFZ)BRZU_#Sv36_ zwHRYn)H7k!@egynnwDz%s3!46y-YYT#wH}kW%J{k{sQ{mkR{>sob6f-hI%m&3zS`3 zvyP+_nNZyOaUq7Bp&v^zqe6%9Cq#F?A3huwyrYFa0w$uxP;|wd1F#4fLxm}!{LAAd zjR{t0WaUJn?lnm8SvGA7A{Gh6FL%YyEH9evrf1gp?b@BwnTfdc>J;+#`Mm6*gk^$> zN5Ow`pxzvSHW_priyG%yI1CmS78;k+62-JUuu(Ay{2PSa4ej1Uyb)PwW^Rn3d_~FR z)m&jX|Dn<%k9q6G1s78Kqh(^sS{O|XRZ@d=(5PDPjUbQnF$^0E*aarV+ytRNY5E2> zfp98-v;cPU1z>5=uP;eC#!+k+TxNoqmT{YY*7piQGeXxD&=3GJn%R)&=+zL-pI3qw z1rEx$;X*mCjK&Z!WPE$t)cPzl^JCXpfkXGN!B!GjCLYi4sBi@!9Jf#vhjLsh1uUtw z<|nx`tFIq~9@3~{Dpf?^06Kx-9~oFB=pyp9b3S=f-PhlrHfW4~+>4se_FTGBW=!FR-beyklEPW}~18hM{ngS0^~1Sdnrrke%`l@~yyF7$x#6S~sByj=a-jT-^n!jSGTT^kquOZ>+r@&E_Q zPTLE27tA;Cb4bV7L{FtYCZLd}L#W`pyZ>TGm)Vv(TCpM5@ic-gIX|d{($@RLlAaIK zLVcqkKaPyuX}Af5(8|(Mgix{oZp=~{!o3%O!N!T4K+LX_ry(kV;&~#%sx|9f&oI)0 zssO+cWINeay6ekvt_XjO(!%&&Bwu8>!*}%c_p3cWj$(NrHyt^Z6y=>-6>K;Tc$kIh z?BWUlt3pt&Mq{!{1@F#8+a^7wggGfu3m>j_UCMe+#t~d;7Cp0zJ-YicV zCR&jyZ56#%YbW?DrUM*i^Px++daJ{+Iwk1BX5Fyi=E%rpVp@qx!(rM&yZi>&W^#=} zdMZP)*k;HOW8Q%Z20WlPMx0L~I200;V~e`WZ?1z{I+1yS74GN_oEIQaNFytHX*QRZ zm9gUaU%U{<{2LYFJ75|4x-d6Ms>G&~+Z^vQUFz1G&^Y;-H}VnT$3a|78U9+2cc z1}ySjc_&eVV#jg#_U!_YtPcS}MB_bCE?{tkIbnqdiGYbr%)_5R7UZYRzZXR-D9o!6 z#%_Ef$V60O4pG#yo}ada9G-z;fBfW$>cNBbLqkL2?z7ftI^jdw8ypt>gcEe8`6kZ|-t6d}k)M@C-&yNKHHUC_lK0Pq8jiGf>=4LK-+d)DTE znb`QG_$ zTtEB?J_et>{6-|PP87MzLhIUHyLRpL)KC-exxa^j6K5!1pweUcB%H@j0}E$V=(-;F z1UXUzh!?HaWRIbe+1S~aQ$_(ELcblL4O=B8*P=dl_z4@HInqekJcgra|O$s>V;t0qCRylpVY?W)t0*F7t{!BBr_!`wSVTs9d@v3`Iif->CLH18FW= z85jZi5VxpeVb~x^gBBOkr;TMM?nNTvLkJS5oV_5tEEZ@ncvL6@!#s1qKfSBqB3T!& zOaPLZ+1aEQ9BTqS@EWo)4(Q_<%%{0<`Eohbj?J&14s8W4>qz~8o_;U-E`XSLaivpf z=gABjz<(&-H`fUycr7i?Rw^$p``Yp2#-I2XSr0;TMWSBEzmon^L;%IIK&-iRuiJC&A)CHGfxm0EK(Gt zxq@@7yOtB_MPd!DrKBkghZcnZ6|65l@qMwE7tX;~oICIpy&<5n1&{?q+PUJKLKm%4 zWdX5YASMfu=Kv-ib{L#m>&PgGb+meXHg^$ZrBNMk`Q)mnr{|5h2jxA? zy=i#j(Dd=+1MGi7S|XppXnYFVgP`P8lN)6-7jT2b88ynYUxT9k<7dyxA)BFSIAr7C z=z*dpW(#qWP2bz~+R=L$iNx-?%(;qz(;MJ|Zuo*I|3MDbp`TGGlc%UySZsqh;K*o% z@&p6Ze+Ec4sH0NAe66R3juD+k8u=ZD*iuc4Ljc@cQ&MQ24eLwf1{xII0Jm!T$j4&( zmN;skxDh^BTq2japNEZu;uv^?GeHgzpGHs#P)~%>2RHz@^xd&e9je$NRIw2v>mNII z9UNZTF*2+~VW4x$7XnJ?><}(~Yfjq?`(%yNqkUJLj86m~7ZE|QWs%sH%*lebC7FBc z!4KO>h6f4@8W)zzPbay|0~Fv8Xb8a;5GE=w&ho+eCEOYZB?y7j*RQ9q`T3cnG?wEr zzX#NfHn5E3qjCN@rL8tubruCfyFyW^fdUsa%IIeFL2wV;E~-HS5aly%IX2{sf=5OI zCW0tdQU*k_fP^qcIo8XRfBjg8;#oSnC$Xn7@=i?HLkK$Qy)=qU?)Zv&HVOR^P!OHb zg~$d&-*_-7>38r5YX;eDPBX0}5h^_JuSmT?MXjRXJ|Co~vqIexCj~or6;as(Ot*xa ztqK|{6eU4M;SE9FpL7`iAWmHf$!5{RHu2@JG_sGrTTU-6{(|=PQ|Bdb!BemTD~0}P zIP~N=p#THHxu*7z9B%~D5}0F39tz8=37tZA0S6C;?x4gIJ;9w`X-JS0Kb^Epp`)4T z7y;e5Yd|dkGebHLAt;8nmJ72JL>@79?a^T&f&(WpGPYX=1UVWZn{GlRPtwi8m;CJi&4dJs`^DmaVNsFna590YtMu!%$&LVwQB zjA`O}#2O*qh3Fa9O``kO?5@23U1BA5?smVV8YofcO? zAq?ROUZ44F4Ba!%AZ-E@To9ZSELJ^L>J1!H;1bE>lAsM|+NP^?Wg7~<#8d-H4lR7S z`Z@$Sr?34!&UGt5@q`7YV^Cs9sM!e}g2X1gcrsMraOI;X4U%+Bn2a%1O&S z96{jwPea2J*ZIN)L6{r#U5Q`(unmu72H)&=fVHb1OM|fO4W@)O0AdK}eit;Uk2>#b z)I~6|FQhtLfOrRRXgH-Vu)q_-Ac-piJn1#u9?#|kg#W|7slzcS7FyTK&(qq)Zbar zj$r2*bqo$VX)1wG6LSn#6uM~oiwVSoOo@r}T67`UJGc@+D8Gid5SC5^o(J{MSS zC6=qIs$!2vQTh6md{lT@o1622fvnxT;sX(@?OZvA3`Cx#IkXu`aih0@bW|ZA;Mcx; zdM)VB{_vBo6K*fbq60C}f~6tw2E};@29v`AiQ!QQ zyKW@9+Ip-_7U6GAlz$OvmL{<@WNZy09N2ym)#~^*tgnb!{6{OmJ(_7D5umD{e-{){Xz6FlRwbtw_=14z7;35yzR9Q%ZaHHFAvu6p~QwGNms0-iehEGL2 z1|(T5?R-vuf<#~^888hAkL}+#rLuFs&yunz(Umy2`M+N5nfVljQ;j~sJ?n$}7dl@3 z#X+{8zyii3vUBH(Q(bSzzzQJ@Q2O=b2oh)|LuFan?rRtsU;WU*uNotNWlojly@bs+ zD)!_?d|eYIHukC=as(7EQs(2cJ)tvP$=du^k#a#Z*$ex@4_2*v-rsBe2FZ3tyYhFX z;;hWfuP~$~P#s_jz3kF{Z$}uBbC|ctohQv)-hEo#L9`MQ_ICm7c@x4tY|U^E)`JKS za?oU|LVo0(Y71C!rudreYuCU>V9YhL+8wQPg_|DR1^0{?wm1ytNfT6)pA3lmfWrOq zdWFfLmNPl+WSHncoSV*wIHfIGMHwthlm`tLZiR(ywI%r;wyJ^zL8vTIlK29Z;E&9rhV&o+l+`C?;fc{b?FBBogm>&nN1tdIA9<5X-+FVc>X+cIJ(l*^ zNHlv`bODwD4OBUNQq*of^&5|Cj5-f#~m?MxHGU*3tpnUzNN!xn{22K zt7=iD>ACx-|6Q=oHC>+sAw&~Y+`GmvIe&4-ok-r*Ynywv)c$J+=MlFz;cvjMgCur) zKs9%de?>3jJju2FKg!d^Tt~FB21hlLfs>0aUg^@x2@tN=V}Zp_k&BtiiLU~(>EMNGUip;>4J=UD8?bxx9(5Lp5pBhYO^&TJh1jI zk{{ttJOo*PK-KO7%b;g3bCf@>^ZM(c*O$#+UpUg|3=M6)+@nl`gdF-BZz3^^hSY=I zhf|v1ZXZ{?Jsr|XY6WyON}WegEw`8PLyT*BfYEb(kSIP`QP-|WNi6gDE# zgCuK^jt1QoDC9+~teL(ES$WAEH=|BXo5zKVEIj;mcX+X4An-$ou7KA5{o{Gb>xAxT z6>s=+6@+pxwKtqY{o2$Fu>+JUHX5c!iYvG(?91QDIlsD2+^lYH4Rz7U8uyzvPo3w8 z7t``_JMg4&5WN>M_Y;qbMj5t?jL{*FiAAs(lqk@!ipM)jImpGQsZHeKtBVD-s>zvYDoBAL5ODKGUv3zd05Ma| zRYoj$AAK;Y`5K9@@yrzrjr@ug-^D7mb}qih0uBWhlLZX*SA2ZOUDIjB^U2A{3dXlO zNI(FZJVbScj5Q5&udZ=>8P`4SXTF`^^onx7?B~+WUqW+7O;1GJHb%oCP10c@#0T-S zE5>&6@$IFYo~l>arKX{AGC1x&YKff*t-Y2wD3Lp=7bVwc{QI(>ZZwZ~*Ylprfg^>jXaP@oIG59apX_ zFIP!yP)TV*6pOUpXZz*&d;kGpoiz|v5kw4Nvq#(1r_FvpkDD@{XAknpD8Oa}ZGc7- z-LNAQ2pqzjLJC5-V|ZDoKd%bo{BzG8xaY87K*tI3GqM_p2q7WBb0jzCqa<9T;7r^d zNLSwnmj8N>CXok67WKt#SUJ>BL^rghVvCQb5Lk(CmA_G7u8xnl%c$&#(01Du1`5a2 z|3Gs@1N^HL|9o!T>wlm_+-_Q=n6Te|=YM_wWrT*SZEFvNE?stc#ub)r{s&p3Ob?l% z2E~nXX=`i$u->LVTJ{eZr94530yCkbtm=sa_Z!X=5H~7Q;S>2-A2BY&G;nL>%T$IZj*wRqjKPs%q#u_&K zIeMVhg?g;6S8g({V1roaI?~}knZZ0)_z$AzNb0V!>gaUA?Ub1}f)`(%`ZwC=&)+7f z9u&ACg`T@Gy_+ZK1{UQH{W0U1#>&hBfa#v5rEMI9CyTB^eIiGtd zdXFm0HJ+u3-hGSS|2%5YzTeP?n<2lyhxs9Vzsc>}d>eb@&rQSXkoNpJqt|TNW(e9% zFQGBKeI|N2ffD|mE3UERm`|5z1PvN~bRsAib?si>>- z{M|f^R3M)tCl3xA#BbB5FJA(XSWYh+7s_&!atDKBOTJTDbm9aL9=Cw=ial_PGsy6= zf>V-Ro*~|>K3DM;o#*f8=#2mvJ%HP{lkQQM;eW&!tMoj|wP>z?W5k_1xzd~{Ln9bL zMr5r#Lvabvih=h6^$o>3k-P6koIc6`ftAZ~{LY2C$M;kGw?wO3um0K6tIG#9wmCuH z@;J>=&mtx#w^=|BM`!`SJ!($9(mVqke~#ad5S8~|w@`4GFY3Fjcbvb!JL?~aA9J_I z^7cQfyLX!#-64~PA)fz$|9F`jho@%imlkxRJ8BLpsQ1!4r)DsYt@}m*g3LRFgj7N7 zLJC#6+FRD^^eW+_6oLeW&4me|IV5RSWi z0(Vt@g5z4~mXfoO^@LFe5eAbW0rB6cx?>A!eR6-UCXT9>kGsjs0s8gD?o+?_?d#1T ze?jq;hhNwK-mR(wS@t|Kwlf}E0G#bT6GI1l!s8vd98W)@wK>KZ|0=tdhOfBZ0V!nT z-7~_XN%9&jNWYPzm)|5rsM`T~6CJ-ycbX6!cX%y%K*SR$uXjjgozcBG27`HF`Kzdp z>%s>Njvj3(WTYAsGFL(qjJ4-fWw9RqBocagxY^XJ0?Ba23=yj3PMKH%)|P`K>*A`iLk}gATZ4DsB=#6}km34gNg}>1#Dvoc^`=^QW0mCL4mZeGMrJgLy398~} z5zL^$JeK<{XKrzfMG5>IV-7 z_60Q*E=abY}f@!MG4&BN1_RXINsN^9#XvJByxU7-n}p z)Z7V@W9!}<{@ekF9vyyi?6s-|J)Q_lG_QRIfm}QxLxP-ARgtu>MB3dSAdSxL!w^VO zv`k_6x*)0Gm3S|MH*4UYZVBuZfy_`;P}n9=T|$t{tJ$Yus=!_Z|LT*4yLvypQP*tSmE_HETsCoM*G=>{f~je|Q&A>V){p=hiKjD67g>fAJ-F zXCqGo)HV%*FjO++S=ib69rvq?Iw5aXdw(}Q4Dsw_{8A8}A&`4*m|+1rMrV;Jl0e#l z6zgqs+bmnn;0uXPRdAT*Og-Ay%ZSn%&kH+|Bd6!cJBt^m(s(|zj}-~cW zR6nK3%S07Isb!bUGY zGlmr6wSf7imr-3nHjKVblh2W;tqb3IdvUo(wdb zYSQ78{Su8Aq~M;cl@?S+q<|4_fJYk>dM|WAgC*{H(=hp;SC@{(k4+x?*M-be-3)(U z2p((_6&m%lQEkQ*2FDWkK+NTkI5K2yz zG+e+8BOXaH5HZ6Iz+9T1)OK6i$+lvN<|Vl0UM_#`3_b`FeqX3Bt1U8qMjl#Bg7=6l z@$t0pZMlt?#N7vG(8Y*mW>JAHfElB%4Qx%zhmGqnd?>M@b%((2ND2`UO8t1>`vU-GSCriqV&Zn+k zo>pV$<6otUl^U8<6u$Em9NLLw@WlxA{#+rbu>q&aTo4rzIfP#9x|IieX-FWDJ{hB! zq~0rTD7wqhDf}A3ACt7~`)OjpT1id?VHJ&*ODgMM>-n-@oA}0N1G3~m_(3oIn6p?5 z-@nl0%2W}St;Tx>%ZVXPh9(BWcK|;ISySZMf(a`Nx}D^m9k&M7sPg^8fYoOmU=X>EG5_yj2u@9oVO%o~m}*_kRJG7x=3H diff --git a/model_and_data.pdf b/model_and_data.pdf index db6c70cae513ec229a3e9b1bf16a11d00b194c28..d8383bb0e8b0a5c36c4d767c6adc697e159dc20a 100644 GIT binary patch delta 20010 zcmV)FK)=7CqYag#4X}~{f6I<#OL8TqaehTi8Ym7J!6HAK$*+&FyW=fBBz&^Z)$z*T4D8Kl{^{ z|M*`&{qp+j*T4IeU;g1!dijT!^z!d7`Q^`E9{)9g{*Ry9ny_6(U;p}>m;e3cpI(0XCxzdU zKm7w%=-=&o{^h05f7kKCkG213?X`@R+eoPodqpn|Q>?qUmtX(m%P;?Pe)&)T{PGu{ z{^I3dV!ZV7_ZSZ=|GIosQXW2~Tnlw0m-Ra03qSoSHt^p+{pqhh{qld#FY7gpJyxB) z)t6uW-KUoM&ynAHcTP`lU*&a-+DdtR`;GkdZ=d}Yi(hwJyO+1#UY_6nz=`E; z4*mM~@BUg#!|O{1;f?p#=l8et<^ib_zxydn#(sSJMgHL1XMRns zjoEXm@9g{S?UzJ(c>7(@eCX{Pe`34J0`vCgU8f-UK7xrN{3XA32$8>ff#88uer+#* z18MTNkS_`U|I0tS%MT1yYMtA}%6#28T&dU==bmP2fBek<`g57z2K!(G%bomF%x{d> zJ#m2BkO27IqlvVbQ z^4U99eVrX^f_HF(_TT}Sy;IwQ$%e`LS9=1t-m|d!i@3J1>?>2I22~F zHkK^+4*iYwNoCJEVe{_$Q03h(d~a4TXRwzI`V6P>KGa|RFaPatLOHzirMtbR1e$NsmClmW7W9;4UfFV;0{#f|m%V)p)Y|=FK ze_jV((iXmV+N)t8U*{P5@wHb-%!xgAHu;kn;W!NLj-=1r5gd&6+BW$0*^R(bRG8kM zxe*ure)4X^yhHxXjo^tt|DN(p`&lGGuGBeUZ&HrDC6Qv7@F!mG{sa`sy8H=ylf9r0 z_aBP;4>#W-{D!~By!RWQ@5|EOSe75Re`0d3`c-RW{x{6W*UyaSYXUI*Veex1pC)k8 zKRSU9|D*MUBQwcSHi7>B1aMes?xp=Sfs6jp2|$v-io+VTm3#&AwE{Lq#TXlI${cC! z`FQ>-IBe#PgNVZlMGScW2{|%G&vyav4?2VG17m^9a!HW5ofEsp`t?_cxC;50e+MiU z{MWQq#_IH0TI%a98TWy2?390V6LEa(1DL3NZ`=&Db{Y;rppGgcnS&NGd`>%p2r2#hY z*dIUfwI)a_2;$;Gq<&=(;{HK5f3xI9esYE3;k_2vZ@E7H;!c15Nu_I;z)?>>xzV40 za@(x(<{m!%psfAYrsFI_u70*(UvTawR(a)2XHxdsk9*a(m*2hW+si-TRgeAJ(p=bI znp$7sRo~uz_o{Di|A1Hh`1Y^xs&8+hF5mzTi0Ae@+C3!axZ| z9S;iZjtyJS_P92v^LaTAKZ^;j*O^i(`A+{yW>{fs!*}TEIr0V3k!U0~_pL{&PzOJ= zDPDB?*JJh4e)=iiH~N8IARK9W{M@FPAQa&G*Ef0b4LAE;vHph8v2otfXK(70k9gS? zHWVz{MzbF(_cJ&97k~cGe}DU%AHLw#!M}oq1G5KC75CsL_oK^bWRzBE@8)lFq|4|G zt<(iO1ZU%$Jn83oeZ4FFrdK*%$Hn#u^h7$($NIk1=7O zPI=+K{q5JAr4?p(dn@kWv2L(<^Rr!g$afaMkMbVsB9W z?#Fju}xC=BKq!Lt3^oY?1ieTx(OJl1z|V(ad3r+OJr=c4f#m%Yo= z!MM{OC-nn+5VND?86t`RsW6to-hEZF8(^va>O!1<>;j8^rQ+(LyJNNsf5`k$R{Lk{)yB=fg@n029pR*`B%R z5A}byao(f9Y0q2_RA}2jWJZr~n&ZI%8b9Iy!L)v3e+9TQ^L4$kGC%4Gz(V#P;mpqR z6)w>I?X!S|+cF#A{`QOh!MBh7+UbL^bim)mga zUzMC%*BRM465XoKQ~O~8F*hP1A|*V_?{E9-WD z^PT+Fuf{=!d$7UBkgVnNSAUjxy5;X4UVbBgfBnl#d);^xXEIwZ`03@J<()2OdwBOn z{rXoooZ(#Hv_nd^&tLsn0q+%kzMqLJ<8|lg4`mwhCE&db5!d$m@kArO6ARUAet7dm z{aC84(fyng-#x%|U&t~}*wm?|)gE4bQ9t(Tu^1)>+rwu0QikyoAon-l#mYzCye4aS ze_8q+2Q>qd}3k11`tf@I$=0U`u?;D$eCZkKoG~NJSGS}o_}NxBx78h z`_#WJ{RkJjHckuNQ9oG7i>+gQaou@zn#(Y9#$I$n+t0a<_aS4t;l>r_IB+!Fe>(V& z@5T&h&+OG;z|`-TFMV`9A}{*rdIa@;h;Ku@Lw?iwcubW(O13{hrnFMznY*#RDo^^n z8tt>y_(-y_uzjG91R;>$EN;7A%rGF>xIX4cFY3o$Z1I?!A;I#B%C`63yjZ|m^22+B z_OZ9Zea{^{IWi9Sx1~mLvN1}Uf2`4eGi&(unbFo?=`W2{a0#MFDJpTxpWa`6Cx7*;;jcjmKpA13f7e$8C2on> zhj-t|U;pkhUu#-S72>U55tO(w+{4RnS5k>BvVe-86Ix#6$#yx$W|Z;6NJ z#PEB9^!M_<>xK$q^0U%oePQ=)O=EU=cWw^;LA~#%bn+j@`~Gg(r>+U`?|Al7UaDzcQ&W5OM5>q z$;mr^wMYAucK)K14G%It@11OKINPv!m=en4+j8xYP7qv>GaD@UZMk-uVmQ^%I&gHq zE!7TAt({8;kNeG{=C9AR5BS@dQ-P9L{Tq{g4;K@M2l^fi!LY6UHprXA`v^kr`Vo_- z4?Y3Av*r)Q1p&R2tQ8*tuanFb9aX$h zE79+hNERZ0VPcN)6bHEIAB>i;MICy-tPvI3-z!=Iw&?H!#&cljqJK1GF<_2^@hj0$ z`j;Xmv+_LF`SkWf{^-kRq74JpQ|VfMFyTjHFy3zT+EgXYK2<`u{ww786w&y*%(4mi2DlA zbMEVU8qzm2PS&^y%flw5_d$by)K-i|sJ)2Jy8OBgkb%wfdj%cr$)-DgEWG}_MPE1; zlv_kMhjA_jB(BlU*;jsHMP?1U@&XhmOK)xTQ@J2E8;G^GMF-0>L}>emCEhW58G?Oc zm2etbd$tE!*`2L%f+CA-M5~qz;4BLx1LNf}8$oY(F_B z5EIA@#fT2imgxdA+E`2Jh0aRI-JM%!s-wg(IC(W4$gA37n1*vYz1tf0Sxg2~U&TLl zmNd$9rUpw>Fqs`6HR&{e_(v6}q}D`VGzokS;QypEK10_GpVMh>cHf0EKKOJK6^!TY zNRAAMKSr9k@STbKph9R&|5l6#FX!bkKg7TUk8%|qJY1+-@U5%xdIQnH!;@iYvi;bx zW`kw0n}Wp{0dh8;XI84Y9BtsB9C@iZ%$y}1yx3bj9|@=m9xb(hN|S(&b2a^WEWt`K z4&24nd=3rqP2B> z6;;x3*1-uFBgP+pj63DSYUit<+j4fP&J0VBJRhW+*G68D?&~E5ule6;DHS>LSKo@wLnlY7?*IDDT@~ zv?9opXb-lxFs){!OfhUTk(n5xnXQWs$z)f(P`a$cYFCPtHdJdp$Mf`d4Tp$n@0C)} zd9g>;dEk40MTT^q$(Z zw^PXGC2;{d@9$W?x0?~s7taN!LL3#>d+^#lP)_>vI}-3-7M^>EIMFX)6^@O=LZNc# z_^Y_FfCD#sj8mBJ&c4hQ3mwmcFZOgE=?i)!$kT9tw|OAIX*p)u$};Fbo?A%a8JX<1 zWE&Q{dqUJs;A%fsyVA;jdCYs${sH5pn9G3VV-kT;+nkgH0e$huzGfSYUt>1dplLQ> zW|DEA=W#ffiTpwl>oW76S0}wJH*JkRpfQHclbP8W&*L<-;>P{teFQt`n1qZ*Iz%b* z^QHNJR#~plO_Y1uo+j)ZQ(I0;-qa4aWWbd7v@Yq`wc+P#CgL%O9%+6HYF8yYK!-z; zhktGvFdR<$-#{!R!$&*I5M=>&9}YGs=CdI|hl>}8jnrd&*zw7PGVd12$~xGkIg>RA z#%g%HMtK1wO?6GfjOGd|TtQOzjT(fDz)%Gt!ODJbJFW3<-W@%${Yb!_8ahNo6}o-&U^aQf<^0 z&rkR~*-g7l-i-01$btf9M@<7$-Fwxp^WRpCj+32S?~Rd^dP(pIpqaXCcD9~Gr3TJ_ zZ@9HeVB9amFXFSzl&3HnSXC6q0msFOYM4E6b=up0`yYmTGZ%BICq_=s< zY$0myezVdffiJq&VUMkOg1&1lOH#joZGA51#K4V8%{;R->oE8X+zNmZv$)4sVxfutHqGu#;@Z^CJ&&erhWR74Ca8 z0NYI8VwRYEl+|GIVWk9<&_&^OTEQK%=IK1rARSYT1KX>%A3XIp^?y%XuwM^K9-H)KiuM`lgidWx)CD(tOx| ze7hnAuy0C_Vk8)7BfEW3dCg{j6}_fv*JrTn6MmH!2Jj}F;&HIXE{QT`JP-9E-3Jy@ zO%TYvjxl`Gah{86sRnBeR^1ZHDOP{*N{W=L9MH0QjKgXXnxJONb`@D9Q?zyX^N>tw z1U+i3s3h2^e`>FmS%4<4SMNKE&ZzHFn2GS~QF{eJnTGE!zC>wO(s5FM%m(E~x89>B zD{8nbbDOW{2}Dy}S>{Px9?@w@m?Q+(GCdx2Y@EmU8im%-womrV(7q>ELFtC%ylTPB znGGR9$3WFhci7}J#e1Q0dvdoDzNxOJA$>Lv2zHyojPZA6QRJ~1 zN_;PrT&gY!vDIDdM%QD1)+O889TigHp;<`Ko@SkO&>=m{3Z>t~Yv@FWf03p;%Zz)( z;B_yLA(9;#^B2AIQr&72iQ&-{1#wXHQ;~rMPD%0nz)|UbR%!&wjK1K6$i2f8G0dc+ z>fRdfQd?d0sJAnn2sb#Uxo}#$uO&;nYdpV8_Lw6DTkThU9=3UZx^9Jiwq$x-b$i^C z>qzqoNf<&dfT51!=zAD1GEeRP0-LRa&Yp(invx}aGu|5Is*Pb)RTyLoh-R5^tFyc{=){@O zRdCp=6|;fFwCH8!B%$HrW8pN<8%iX)zfR$9uVRMt$jpu=tIQhY48e{?$QGp$R= zOywS>W}w4Db0mIjGrU(lX zDC3WoJ$?yQ3Rgx&#I(@2f1Q*}^L%Ijn+#1vbeOQijbA8Utv=>PXTVPcOXBva zUEUBL0=LYnF!YnW1{ z$2jmQhQ|>SgT(PwQISoHm_>~-3^etKF=;(t6h3MFRWxW~`j-skOoDQ5}gNO`` z(5LGY;_r-@BcvEZZ+w0*)E$%DaE;26$9pWw*BRrPlCR|S#nv|SyYdL8 zzbfr{rr^U!M=onMj{HrZEy$VGaBhb*Mv!OFS-dxtcY%sL75in+>CC-{Jo#H8zeRPn zOvX$@dt~<#f2xIpoCkVCez_VnUTf@lVfzz{$4A~>}MZZ zj01ybZ+B)W%%po*y1>3ln><`MMHX)D24<0t)?@bYvn*2BSy7)*KQG9A$;dX4j413QIbFiX0UK?E+v}gwSIX-u1tFlqtyUuv+o)%&^rh>?EEyJ#k zTJt)wf5Nd3-Mc+#I%EG`kQSQkyH{ULh%3Kig!DpyERP#8|CtVb^tC)|Jk~5t3wbv`SMcsfi^iX56r!$$+;aveeQXacvTVE!HU2P0ZJqoUX2u+~iC1G0 z7l*Odc)qeS$W?z~TtABr)6GMLW~B`=)zye(Wfvo#h9+p(vHifo$vCftzSObBSEvmU zWY}V$zB_BADw_ZT{e)e7vg92%T!bt1uosBqcjrKJ)Fn!0*t zOY3Y_VznT%3MG4>3h$XNtBZN{id(X%X~b;c-+5gaU5};SQ_@*S=9&Pmq?;Cne-UB6 z%NL>M6)z=MNZ*-dWiG*2*Dz$RR#n;vs&XZuv#p^k`c|_ds8|0TABU$YwxrWSzttz% zE&uBD%3!M8dsvNbi;%w9HX$Wx2}!3zMOti<`MNb?k=emCJl4pTo?P74e<`elfI9MH z0@FzGebSkAcl)q(E3kC>q6?VCf)J%KPYA3f(|Lkf4tX$Q>?~DEh`OuYkl_Y!?}+xn zw7g8M^PD!f_&~;<_To16A|z0d_x8vnVQ8%6#_6!!mr^}#dF|7^myrww@4Ut^YysHr z80LDW2w$x$yvb@>wTsdtf5O12 z>jO)4syrjhRw~StH;+p;W>T{!!AYO&pYUznENT&*1!&vT!t`m{p{ozmGKV#mW|Fs7 zQ~fVYXLtAwRIsNUS+JtkxMHCxi&s`_;aow6LSS&wrk|6;(ik1ze@bBtI+T8qK${kS z-nzSyRmw3PSP4>`41lzFoEaRq?=e{gZAoT9qg2U&WQ(^l^i$oFhRju*zObUU=B(kt zlRM~{+DvvZsA5VwKTM6dsn_Q`bf)bUIN(hfQhA``t;>T&OxlVqi9TzYDFqt0&Mf_$ z)pHIl5Gs#;4)!XHe>b)Kk-XY+>jWpT)tEg&ggiq6<3EfRIy1YjrXB3cq!l_dvv(IP z;LtsyBX<$P#-E20R3!S=l559dDTGWq1b<|Th+E-{LoBOQluL(*l+$%<;iVQ}tzbNl z1+U2~Y^VifmT!5d7UO{-EL(<-8LVy(m{mxa(+P~pFU5W^en6X z4arWm#Y^$Z+Wq)g|6|aZ;#B~mS!0;!n{|UzYM;eoL5H2#i#UqKqNG>4EC%IaMZ*xZ zF6T(ck5%A+6VP3SfsSJ}DRtS(3s-o@I5iSQP#C+%)0Lf?u6m#WihDjanMJHyg&5~3 zF-lL(Zet}Ke@1YNaSZ=cinDA%50K8(yN72WA{77weO6OwN+2y~Dbkrl_VdtLiyH6U zj)q}EYBMVtbaibrJXi<tI*B7H;2e{yer&sb$iK<#jC%Sn^6Soynb3NgJc{@!rWeqbdPU$`wT znZ53_t6UKWd%760E9_V-;%3q8+CxT0?Zy@Rs;qLNO4nptsVL*_W$hqW`im}HaD4ZQ z!C?fKf9z@|v%)+2>lpPPn}ezMckHY1@3mxVOggo zOE2|ke`gHQ(nsBUBXWQMu+DKww7_W=`xWbmaJkE`5c$FYV2UAU1z<@hwt=e3u{ACe zD*awMzOFTLQHM0?;L+}D&@kYR=L>mA^=z2Ue+YU7LoL^-ixuoubl68L4AMH*ndgMZ zD*vg|#tkxy>SS7t2q;#jKfM&nVrFB+=os8WwssNEPCXD0Hi2a1nlQ}h&$EGt2UN&XwAQf9hH?ZmS`xHV=qGIJ6bh#P^NnW_)BYNd@0! zm!q()Mm!u?7BtrPR=m8LL6{|WS)-yAh74}jx?!?~f$tlMD}ZY!@Ls zkTLpZGeA*-o~5Birvt)rW;a866D&ie2SPW+bq{<5H%W;Z3=P<1-b3ovc%Cesf91(2 zC{c;ZP!wXU%*d}GgXKr04A@95I)q}A7-dzBn2)XrLD&5rK4QKE{71)(moHgkD^1V` zcdtrx%|7G3gtbul44k)~V|=)KRaH~V1N@>phKdEo;a8=guV%p0mblMsEfXE*BB^?b zX5t8ZkwoYV4>&QFIqRYF(G?k`GYdK<(YsiITnR5x7c*wh%O!|+p= z5{=Uy&kxv@ijwwh{WL#3;GkIga?CUSBpa(&iwY`>&hT3GC?nA)%b^Q5#hkh}YrwDU z&gMR2DvNalZc2h&>Z%A|6f~j-&I%m`7_KtNmM8eOM1Gn9%fix!uDB#2fB0gUN)!@* zoUK|Hy|0o^H;aHxs@;xJr)2U})QRNTy2_VW(w$;9f%?*{%x*~mEh|V#o(G^IDp5^G zai^&&*P7>!=`canqs5Xa?xHWRh+}D&+NO-UtjNIv?5@|H&U#VRO>aingN%hQ9)4sb zPbZNuL1oCVU?I7Vgx{Yde~C$)7i}%E{d#Sx?b>X33A$x`yswGRALttjFPE4wTNJXm zLE=y^<*9-JZV+UE3I^~d#gMDx=DC<+fUv|g*?Ydd4x$ocZHT@sYpE2p`0v8ov4~mO zIp~;5+J1hZzZL$5Zb@)vhdK$yZu=RZ$0BJ$+c!GQ2~|gBoK&|hf0#8QikBN+y+J+1 z^9)@!PfAYOb%!pTAG6H6axF}Ou%}*bQ5^!OVxT!ECQ>cY#d}5Kz4WKu@?v+)nLeCl z50i4w>ps(=?o_mun!{}fIv*1Yt8_Dq=>kWHwbc@vyQzuV=uAErD=LG5s^e^B%WDp| zQ3$1Xo-f0C!`(lrf7>m!W*7olfzrtW?Hcq|El^7Kr2!h_6PHxs`^22I$eq5Kn`Cf= zVz*dH!Xh+jgQV~W=}=^Si=LHEY$k$g)Ip84T1+$Gl&Io}AJarg z0M(3kr9(|5_N1H^KBV_&SSDj&RfCYcvIktP_`L}@iH-{|e}Q_5a>NoSPMLRYxi<+l zD=)Jdp1Vg}3G16A?k?0P<^dojS3J%tB-PwQSGEzuH`)$YcZCpLEleX_wXdgw+yuZ5?&R36Eq(;n}I^_f&Rl^N3Taab$KV7)Is zq~;3Ls!VmHf80A3LA+0IWT#bhhwyBG^s(P#|xx%qo?j z!*Q;v(eGRL?2Rt;oMmRgUO2CX z1ES0|3k5vjaDy0Q+h?z;Q?z!5ycI3wl>jTqJ9!k932<|6?GoL*IMEQra+rT zQE4Yle?j7z;lo?M{TR}E>7o-=aCkm0P3u7x9hQ4lT`)U6s_4Y(RrLX;xwMBC3-KVT z-I1umCW|+(;xQvI@7OU*;$!&Juy98VPGl)H60s6cr;uL6PRrL|udQf_F?$`!PctpA z9cXPVr0#yMDlDuV&j(r?MJ(g2L5H8wBg%q2|v*_IAxwMvJ9I&}PR#LVfd@p0_1|HW8;iv|65s}WQ_>aBf zX{=(O9{eoqa1DBaq0|+@Zc&(FwY|{3&c>|rlOCHy!OY2%2h2o?(X3>wgpe|HG12kU zeYh4rbDf;Tf~s${w5wRO-gW@YqQ?+I&MgUoEZ*fYCl4M2hr*qv3TA_ z*t)|BJ*Gy_Aa22%LFMj(^zx(a4-;)J3K7SK&Z?GgaZCkwC zJTLMGA@2s01cdcibOnDLZf_;oTScqwj`*E;MB)9i%Uz?Zws>I;7tNmg{q5 zyE{zRU=w}Ic3v!x8j4NM*Hg00arB zXRxNdI`Kf!47*J>wSOn9818rS=HMGd$}s4oI-jsa2IpgNIuDp0e7d%DfnPYv#h{Zl z*N6)MMrIm_xOv2m2*3k@K9J0==?63gi~!A{8l$UgfB5wW(KoIxc}@=ITaD&(Zzt#X z&7zK)tE-!H8wO|QkK`KR3wN|Zs!wq+rBT$x z!G1wod6;1BsatJ$n|_X_H}4u71P7=y8i?R+G7Lpl#>QOjNoBFGY%t8;a*H-3wGV;J zG=7h^oCY^_+JDfzxLj4{r;lXtE`>BiraO}8&hvJmfaWO% zN)?A8T9h3{gNu2*W#ksf=vQsvuv-gi)YdUDi%;N}^V;MnPE#@4sMa7;q9jhWX*@$C zUU*8!_%K22qC!kXTz2lW1DV|_iO7B|tr1m~K_*|ve5&WM3$B*pO{cDAP=;&~Plbrh zV(4y-tABvQ0Ax!f0922`XUoV+s-3b3keOCdn)&4Y2kUi4sX^v1j$Of`zE3>MEhIIKM-n1)@#5vgnDx6KK~*ne0Xl?q?!7L(J0AiJe2C>2t^k|dTk z;Kwl072$h@`%NC#e!}RA#t*v%^a`jdkZU|P)%bY@P6sQRvRW0d2;i_TL}jwCm;u)h zs&bvDaKCARfBmiF(?y>^2(6t5W?euJDrzAy{IbnPFL5jhzGKL(R5IT`^ylSer- ze?2`qyTyg|EsxW@$RG5o7AvWt-`EE~zu?gk!IvF(PXOu{`J?Y<=!k{;#0vVNM;ANm zVax9%@$SocmDf1csEbnZ|SY;;Fn5}~3sf{+?8xro;D0_eRjr{fRHm4RQd#ZNv zEsT7|c`-vKfX5vPVxjNIM|n#KpIgAAUN_=@^=q zw!y~YGBHsb^Aqg90WYS2%|EFB)`qtCjOBCCf5T88ZO4}j^WTaxdQ$xKe?a?N+0;lX=6u(Sg`(9c>!6!Mb@3RJm96)8J7t-d_U8z zGmRee+l4ljtw`-&ZfNPY|_XlbgGY1EF7LVc3uZFO@pq0Q#-O1}_d^ zeF5|vg2c)x(EnSr+lQPxCVD#_xvb-P048zX8FwxGlj>J`OfLck)5p*eis8 z%g1JKtGWUFGxJ~iO!2hv{jG$J#pWUtxosGy&QaEkH!2p-nhzFb25i1A1K_6sQ(HWELFj-%zen*UbP2>z}89WuAeepQg!(W?{UL zTIU7;D;!@t2ibxCn?Zif5;*_D^XIN7=5|GfBp5D4;69Xg$d2c4&4aw#QDnjSI}lXM zF}BeBt*9qNA5k(Bf2$QuhV%d^Klu|@Y19K0e(r9zBV)J9i|hdZTqp}%i7do^ek3Gm z4|44c6#Dw{GQ*dL+>Fnp)qv9%jK9G@5_nQ%q4*nES6%(w3hm(gtQE@&ZeAGsR6kWc zaW^P^KFrkoAv=;jkFQmAy*y-ztjdv%@IiJUeLL(d%oABSfBGgW>r7AgQ+vhL1?n#t zeM1z;k!m_9`qp_tXyYI|h`u3T?tC!ug`v+~s4NB(Sy1_=Qz&{x=E-saLjc4YGug|U zn{3{x>T?cIJ}X2hVxF$mwpzu|2L~nJBuUykaNq@!&w|IAbA8IEQ3~|gQ@l|S`6kPI z+!B5u@*V8Ce~usvA)n_RyK`{)1(0vrxA%CX;PFkT^kAt2chAzbQsbtCgKBRDOT8W( zd2A$mBdjF+LYGh5P;P8`)WJ|_9o;<+)#c{>>W&H9{72I*i-hW+*1rK40}5t z*oDZh3asAIJ=GC@q0IB75~Mk%jYExXcHvd>KIF+PhY6S-jVc!;Jw zN{y!le@O3EXut629e3VD@j*Ba7VbFEYA&IL@*8Vfb(Qr%$oc&h~Va}7jXne?8#eOQ7F`W zj4iNvQ(A|0C`)zove|sEAc|pXRQ_@s@ej&sg`adxWMHUde zL8F)54tcS=!JdYoOHc6dZn39>J}-25znw@~jtd;#Dt${m*z*E`r-(_a=f1$+ZRo8& zabmic#14Pc<3&Bp7u378F%He+0KJ=v+v+p8aNf;mYO@3^d?SplpGmfLO_7E2P8*!% ze|t}0?p8LKRNH)Ewww8u%bAH+6*!7aijl#7%MF`Gtb!+acSHKyx&{40cc&8Cy7m6T zcIT!;NghmgLAx6mVa*qWyCb_(8hK;p5BKT@yXvH^gBvekcOGkkv;^|HaNSjUo}Xad zy`;9T7=(9j${(Ysj;EOvFQ%K=vwvP`e;DvGRO%s4yT`#y&a!qa$TV01zsYT_Lv_4( z4ty#y*x$m63VRqbc0QrJJE)@S-!IViW)POj=pPJrbHX5AGfJ0@tFhzCuanGv5qr9gc_8JXoV#05aPoEk`~~gKPvpY^jh-fRf8sCd ziz$Izo{L@E?zdj#6?pH$b+;_&-Uq&2RVq}~IUn?MfxR0@c#ii$sAUt(Ed6Og75=*^ zUbZVSI)-N`w`LkX02p}ISA zX{!MaFHm>ya#5+oh3Re%f?;ntS2pIT$A}6!5uNy8rF+E^1x`|=f9D41ZswzP z^N8$t?lwlL&v5Sa4`5!jfLj-wyJ6$Dnx3km%yikR@VG$R4Kepz&u}o?Da=Oi2U%X2 z?K}rKVJYgb1kKLFluML+9b|UXyhH6K7ce`|7|nseDiT`4*ux4MRWr$fbvH}4?)-%6ZWy*}#qtT$-MsLrvi}Rx z-E{qELT^2Y?iR{x>pU$$cWV$CWdy71F6e{jksG{6AD`ME&e zEfm@X`f_2s+x25j_9Mv<_{}WB(aS+>7w|j3W;X5P!F_jV*%s3f>bo&cm##nMdnUSS zJ?k-7Z88!WE`Nf8xAwEy>LJ78b`O_X>r*heY3Rz=vD`Ju2Or+r+2YcU3m%@Q+HkRh z?C|hzZi$~Rba=lJe@snI7dSi@6=H73*usW4Ga?_vcp<}EShxGxAa!Lwq-=&f&l*s1 zcl&+j@(3bt200JCsH59CHZ>OD1DWTfvEko@NYf1oBxB>2%dMjiE+BfIQ7YRf9D3`x zTH9+76 z4sT6p(auaV`%Am~IVq6X9WdTDChdd6PSm??8w0&k%7Kgb`cn&S3Z#)>@tK(E9uW@+ zkPAcJ)L_$fe{L6qd^1#;KnFhv^5#75ah|4?P!vox1QjO>SDsQFhV4A$F)U!mX!Qzw z>Vq~gXhQrzV49n#!Y?b8xKOfr3eC_k^u3r!G~`y9JhMNjvG%VOI1)F z7d*U0URRz0>n?P7vx@2(r>b{l0vs{A0^_y>wmrP)NxvgiQoG;M1cEE`z1Zg`(7WA;*;gr=Yo6ec?3` zN1HbTf2tkGdSS{p!y#5fd}bfkX4K769$WZ$B*Vl?@`;A-K)MjwYsS+CTu+;7#pMeJ zww~0<>rR7gsP$&s6@|R6I(Xv{D1|_q7ic}XjAnccEzElJ7fLNrOfPJD0z8}@ILP#F ze`Klw_bRbBeIAz_UBL9T71#`L$c{_zNxK|Wq0)Ot_9`*7qtDwABOR1>74Mrbz2mZ& z114{+=vn>v7iPR!-7JL`S*8AVomDOed0vR|wjeDot~r45%wqBqmUx;;Q4b_mX0D%L z;yG$z5Z1o(O0DmzkD6(eh}p?W;XJSNefWk zbK<(Y^}>y3)Ryj3JT2IG^Y^>ZD=yUdWwe<(IS z_X#iFQ}gK{vgMi_=iKC_!j|vyweA=83Y`b9Lxf+CL z3lw&t!ke!<0~hsx!aMf6RN#dPZ)=xz-{A!bPY&jd4FRfNt&qs07F$`Hf2%RbkR{rM zAMe2LJQ+}~2c6#W-Cb>{D~>Sk1w3hN&0EM;3?USEo^uEY^(P$=ck?C#sOrLScSTit zv>XY--L^KR1F^2YrDleCpzt36ckUNNa1G@3vJGk1ylW;UM0T8ZOQ^wsh%p?F-O%*{ z+wg*2x8zY#x5|aOZb7pUf7e%|6g5Q8E5=x}Q0f|sl(C*5*R61+u7kv`t||__>II-K zz;#b`rhs7=e!5AmRcD~K3qGAgmzED2I>Dpe<|}mKqGL;->SjRXe8v{0IzJ|f_YR=C z9hkjWkOio2@wJHDU%2Ux5_G`bH$&L=g(VBDgJ9|q8fmzH6Ybd-f5y5Yp~_OY5Y{b= zos}0n0P7b2O5*^L3tycp3deaK7Z%f>9ULQoI#P7e`~)tw zcV}gOQ^5<}**wYRFUWFA*4ed7%OJWt+cEZRt**>rL9bESb7K^|k)vIQaz6cl<@Db4 z96~Pg^HryNids9z0xav_cw9AU8NbRtT1Fv-oj;F!R=9OFPxL1Ni97mZoZ0LfuS5|Y zS1;vnutE&nh^e9Fj<}-w(Y=JVVzGx2L|f`J^xJMU;EAY&XQr~CoF@Sq3w}dO5DW#1{R1V7Ztc$Mg+Llxf z(f0m4)veAs_A%Cq-Ll`ce9qKt`DRhj8gg~biO8`?VWhj<)S)`$GsW~1!{&9XANB6_ zvHsIdb?f-Zvt_IJ&*DDGAOz_tOZwUnX+f-9lqx?gd^NWxJM5k?fk~%!Pcm<5Eh5Wq z3G8w?T1%!D>>X3RvsQ34=XSeRMbzkxyl+i@GR?scZVYa9wBBj}-=!DD%qf7Y!?$y+s?%hR_5UIU`hgcbzieKRcjWYERy0HR8c%hZcs_l>+Vkqj z(I?8%1Ec%^j@c}DT?4(DujuI&UnYC^Xkngx(-p?;fitz-i9ga9ipOfblok=#R*PFU zIZ-S-C!&?g%SFFL+HnijI)}ah#j0~!2-r!^gYe(wXM#?@HxT zT$@^j2!qf|5K`)Ds!I2e^Zs}U3Kv?9;-JRVbIQ3_YV#)peDkBBz+BkIfSmqb*f=Ti zYyar&E0uOH`e1`$Pho8yDTt`iqP!-Tuxh;q^F%q}`s-A`$_y35Yi1?8c2q+Q1dq8= zUq3O5u=kxfvGgx+3(m&P2+hvH^w6&zRt{*5g>&wvH#-`=4LP6sTY{e3GpL6mr5TBEsJI)xh7oSJA7pG=)!?PyFhxZo}`x!8D+F?Hy1CUl9x zU$bMy+QsG~ZK_3k`EIt+F<&qLDc6lBF7Lh@SM0R8M2g-Q!|$EVq>RMC-Syg0$Bj&i zqZND+S7~a+6x7|FZK0rI;_iG;FjU~%tDA!`$%AMLlqV}Me+5~wOWU@MJOOKP2l^kE zwL_%;^6A2xMXJIrIUa%L2N@6zK~cm|DBYw8yRCCoPIiKv=Fxbp7gSHLHzPV+U5I_i zpvv8)-#gwH;>D#^J?i{;Wg1*Mq}J&z(e_1UUr5N7jL`WSiB50ude$4BM$m)=xb25Y z5-kUo_!OL+pPCU0abA$rSbkSv^Bs~jbQu7?g4BatYvH0V4i|VKaI@locx~->g{n&t zOeQ3Ms749Ohbd}>gyf~VM#}7<9`kjF@u@v}kaO`r%z6)EoC|U0mZv z9jz%HX-zP)v+3IK7lCm{8e{jZ=ThY{4!W%iog4g=$5deJ?P>Echqct_S*YpA@<`$M zgStoLK$nS5`+58COX%yca#lezaw+u*#@WJ4T%VS%>Sr!Z@WlF!0zVsjxiPO9*eKm7 zT~Ys&C+}HkvOO_gPGhX$C@e))SQ}c=`hJZnwab%Id^R&%DS6DCU}JrYA!RDrjy@rSKa`w!?u@9|d{_epo)ol&k5miqIgZK$L9A)vf<^!%d>GS?zK=f=Av z?R{@4H_GpZt{YlzRw%*u`t41ejHN5ELvkw%CQKAcPL8W!K~AXnVAN}a>^;hiVC>V< z?PCdhsGtm;ve{TT`<+jPCciNOWv5?f^WjhfGchlPC7HlMw`}wvfemJua_pGb4uacubutp;w%AW1@I@nPnI?5{SZb|F;}&!W6x*%f7Qm4zQn?b`eKEXY zzQ(xC*6tN0e@0v}#K8sfFBfR@#7md!OVt zf>eR^gERA<>9{01MWB1Y)FtS^#kXnmRT8|en9`|{KNi#-@GqZp+%~Acq?NfpG?gAY zt&LzmUcQ$BdsA>eRCVAs;wS_+w8Sb|m`zcndc6z_ek83ZykOSq2L^_QnJdzXggx=f zw^WjZAx#bsD#C6*(rn^4an}?Z`Nl*Oj`TBR;4N&$sY`D3fvsUtQPN0A9MoWic5$HG z(ca{(6u4VuQkucO0iA&Gve*-BiYG<0zh^&Z7_!dwWU2&VTbKI$eN0UyKO6L<(tCUG&%zO zC#A!`?i|zXbYWt&_ftKVKys7z{>{hq)^0jaBA+2l_{0r-6V7*u3XA9MGMNY8h}Fu`5Nm^8Y|&|s0%zzMkrO~LK74Ugn&*!>ri z`AXn{y#3h&qY^%ws!n4`IdxJxcAo`Z)+kv6lKTVvPI>$Jax~XA%`^OZhV)cm+hoVW z`kq09LuFY%MpG=0SZ!pLYV-AyE_G;}QNm483Jr$iX(x%>(^t2Du-tw)E_-nu^W$1- zCzfEjtRJZhU(t}Ter{sv&hVJ31}4xsm||gw!;Qn=mQ?8rYwMN{e;fbsePXTYVj}3f z;apSH>ua^kT~iKzuVsFG6a7YM@5+Vl0~wo~5t0B92RL5+NO4-l>G9HQkc_67snV)BX1mFSS_ZpG#Ta7^col7A9jw1rZU%5Z~5dP+7BkiQr zC2{2JeRfh>bc`5Iq=ked|H=hOB-}sT|JO_gu;QA@cnkq2#w8Qb;yo~E3>rZHjidi- zf~ZIk9~grsk%(eqL{<`T*k7Aq06ZQ;`n84@6$xToG#((5f5Fj3wqP)#gv7}hEbbSe z2!{vA;uDLskV#_hqwyH>Z({IRfFO<|lQB5D*dzdsNJ5L(L=tiT*!8bl02+-WiLU}) z6tTGdBmhek8xFvu$;AKR=>P5@9>4%%3V-H~`|W~c;I~~B4X}~{e@&BR$#Es7b^VImj2XBc-;G5Wp-Dh3ezn!z^v2jzPNECJp9{F{Ng|T=KuNKuYU74fB6?L z|M9E+*F^2=YoJpO9}{hvOyHD7z*f2nu;`Q81`QtE2~ zDc$~ykNh8>KK=gFFaA8g{Pqv{`!7FzYV~!kRC9mHwZG;%>L?gFr}CP5+w+0`-2;8s z*P1~f{Wi=yg$do5$-Hd5-tUeQa#6zlHoU;g^j&(fd0{PG_^fBjFt{A6?ZG_Zv;udyEA zeItMQyZdN-^gG7_Ss*t_;t6ndwJ{a<@xOooLJuG z&@X@g?yt2pyuM@*-gtj~et%1E9*{cm%g;Ic``=#hx{XIuTdmpWl#%;bVC?eNzTe*6 z8#s6FJRaYDf02Li-RZTJ#P`j%@k6j+ues#8`0sD+`|a(szV5u+*pF|&$RB+B%&)1n zF?&w+oqfN({gNmTZ@&wg550ZkPi$9NVBY?`>l6gvMlex?zvR~rA@a8`5Im5|ukGdU zAx(Y_`I7Mezxm6%{J>D9*11ir%-4;>m5Oa~?rEmRf6x4{Kb84yun#t{+{r)2{Kk0Q z69>3G9?wx;7Z|fokoRi=llGs~^e!^^eCITO^wqoX?wyQZ_1)@^!+r0~FTa*l>zZ$J zpVWAH`7g&Tct?o8DPwG$ceMT6%E*3^@Va9;z+QMy_3zgX&5uPXxxAFrUKiw9PidJ3 z_}iDCfBnsGe)Z4)`s?5P`p;f|UM9rAT5~j7EH6L%-+umo|NeLX_Geh7U;Y=$Dtkxy z>>aDV&W<&~JGeo6@Bqx-Dez3({jVnM-kRQeZ7rppDoFSYpV9xwsWfZ_xS_WR<@xfn zoPTf{+{2&SR`%D?pz+hfgdqIe>s+JtJ}PXoe_#HSnWmi9Kb&b{#`x%h@#cCQ3bR-n zOO|_w{>J*GvS*#JdG~#&^6nSDH!GMk*vkfehSPW->Tmy-|MvHx9NziT-Ck3IO*OG@ zu&ELz*-9N44z}6%e;G`GRtqdtFf``%S{tmBiG7nX_U?DUkf{ZKEd1}~v)_F-X_|Vk ze*-UR3*S5K)i98+a}53X+AAdH#2!1F{CSLU90qqs(r4}n4n})z8~pn0Mqnu_Oz+R! zh>LzddADKSA%EsZ@Wh{gPkE;OERrBs>YT7QDM#LtNHI+K6EAmv0*Yi^{)D~BUQmbo z55@h5o9_^Q!*4O~{l@3}va~mr<@>Fef1Im+)f$=q4fFB!GvoQ101SWFyV(7w30(A# zPN2j8Xg%S`OmdV>puax>99EipX+KTiqJMM(kR-6;um)`$)}&S3k%Sm3f;5+rWt#ICV^^#vlXLO$jJe~ShG zHEor#I(?Rw`g%*oec&5Au>++CVPHZazJFg z!UbF7$-nA!5lSzQC*(%H3y9kw?~vb=8}aXbQyKknrp%|$BnF-@WSF%Rk^%kNw)xT-aZl zT3_H*-`;-rs&8-qfLHza_Al_NZ*RYQ)wj2Qz^i_I`wx26-}JQofa7pGe-Ri810@)B zJSea`Hf%lHIZ zP_Sql&3>rd&)n>v{nbDJfBHAy{eV{o{|Xik%pN#Z+=Cz8k1nH;QCg+Fo4?MHE~7KF zQWxwHoQ<#Yq@U;Y<*xLbUg>xp7w5m>mj13y20Yj&vxk{-&y=V%6s%TEz|Qrn`?b*e}^{T5@dXljO_4e z+xK|16|ej3^LSa8gi^gMI_AXBc z<4%8&3%7CJqrWXL&I9T36n;}rmTzfb(m95uPv7ul`xkn$4_|aw{WtoP)7Uc9Ok+0x zDFuI{KmP=F0Cn(l=KM~7{>gpI%G+D{?EdcZ=I+-8WB!d@e|!4LLu&W-lP53q{*#A% z?CmE{uH*eD4@uP9PoDg}Z_Z3VWPINC`@#6!`;}>(^0uq?QV?iWmJ2U+u@5;=@MY>7V;*KaDBESLqnKf2ptbuF!f@ zX4pvY$?Ug9f98j>qIJTOsB7-Vz!{7VsGE{oo+Yg>cGwytlvo=W26_I;5}!#9+gtVz zbBb_XddHX4mx|SbUK))Rd3^o&A?JtYNxE3++d4lV@O~OC=`m-1KCH9@Fu`1&?U{@I zQ2%!u=RNwH_RRG_g|_`uX7u=`IUXFK@jVU@OzSsRe}F49U)LKe^Szz`EM)%?&g?8- z-~!#>J_}g5EwcgcZ@=gteEZn1ojwRl2mI~*i~W$cAh{C$4U&;1Ry;H~yKPlYXp&? zzLUTB)i}s-4>tH1lC^yP>dz8SxBT71%Wvc_e}8#tuN#lzOlHdkKfV03ywk;O5AVLH zU;gTbGn@;Yc1X$g`Kv!G;Ju>H_cL*2yzU(Rp-dyb1iY6a;@V!{pJ>E)VxfA?4{yGx zA4|10x}S66y9b!=2eOP4Hg#%gwTD+<)Q`P-EQX1}_OMxgD8qOOko%kOV&x-mUXwMv zf3OZ$n)wUTi(e&#zBqZ;Eg%B3w@{r+IP3mf8iy{HT^kkc6fgYpI8`h`Ptw7?DzltyFdKq zjXK^x{9oVw?%)3I&weoT_mqKz0R)q}P8g1ozCUgPa^_bs5X5mRj|qa0=O38^$ru;s zKJ~9lKf;Bsjne{m)DIT&V(VC6Tz4Lw<}!?&u@{}t_EWCoeaM(@xN(I!4jc`)e-8fR zyD5BDXkQF=5DMn%9B2? zM*D0vK9VdfY#-<&K?vkGi`%XjGYkkeu8%p=i~6w_TRbLbNU*%3vhBS$FBY(t{P5nO zeeA7p-*X2~j*P?ob*WLDY>bj7e{1yL%o=`qX0-KJ`b%RKoWie5jP?Y%hgAcULcM%d zUbM3b0ip%+W7n@si()5drRE^7eVerC{TSTh#rJb?BR`z~Ymj%yZ;OS;sQjNMCh?RI zeIq8ZKb{YLuwQQEFL#j{DamB3)$y@E6qUH;Pw%h3lfU@Y@Yf&&pp3B2f9nf^61PO` z!@Fi4h#guIwL|{eCoCPm=r5Y(3=rvA7NL4*5;9^(pcFZQa>77V_SgJDby&rM(}Q zd*rR<)JO7}Q4G%ItADwJ(INPv!m=en4>vHXoP7qv>GaD@Ub-8w$VmQ^%I&gHq zF4YcBt({8;kNeG{<}c5*5BS@dQ-P9L{VS7w4;K@=2l^fi!LY6UHprXA`v^kr`W};~ z4?Y2hv*r)Q1p%#-tQ8*tFO$p_9bexbx9BA(?}Cc4a11u|WUMlu`Eu01`SZW}yPwI; z{XD)(?TD|Q6+7HMi<3M*J?J>Va>)dw_`Z;EA%@z|q2OO>=fm=ukjy{(5BGqz#pdMo zzZXh1aI}kczG*AbACo>7B7d>aV?4zHF8T+fC2UcL-Y;uJh4#0KmJB=&KVUoub}sry zLly((IFx54I!gbch{>!xk99u1{g6NU@|kGEK=o9*mOmITi7lRRC;K;(fA=-LGvLFT zzAccy(S%-2J0(L6OOJp4%^yA2ACTAgC$n9HJb*KBEeO=Z=f5A&Q!-+1Cg-0|I;3K1_Ithw{&;bOLAP%GRjh}Ahn&k)fz z$;J?hLflt?o^xN<(~!QIwr%4kEDxKI-Ukg*e_JsYq4pv=>+fU_)&42+k@Yy`dC#bCDRb3r0FnlC2P ze^2%TBBq=CuyT~#Vm>>u57fr5+e@sC3{jT+V<+~(w+gJDmql3VzjoFG`(6!5 z3FQ$$hlnviLrfqu6eBu3Tc!)hXk#s<7dk5;cXw``sg4rE;N;bGAg^kRVH(cq^lod| zXE7N}eHH)IS<)!anHnrj!DM!P)TGnke;-w#l3Eje(IoISfd7-u_zYb$d`_pi*?kwv z_~6q`R4|^mBRMi4{upWE!gnU_g9@QB{aY~}yquTE{15{ZJjzvc@Nl7S!MCo$>kUK) z4^M`r$@XK%nhlo0ZVDD-1jyNVo>{5pa>o{IB*wN^Hl&}UWu%|nNY}ek#(nrnY@`Gn}G67k6{F?%q+Q^bBkdL6UWjfSR3*8e64V7haZ0COoJSGHHf0ZaOe#BAg+gv&Vw{# zHXU;hiPqNjRa8mCSqCRzj2M3~f9{kItDUccZp+!FIx{Ri@_dkP=HEk!^_D{FOdKZ2 z2uTGNp~N_gwN?(BgJYF^6|f@BWIu<&0WK@(kuD^UV4dbkBZA+FvP|IxsoLXtEXY_c z@S(MH%R!%gQ3z5QLT&V*SDX$;Uuh<+nGSiEl6}?SM6Mdy$jDMQ%iyMyf7Qg<>%)QK zCY{d6QubknAXyCtLGD41tR}?8#J0_NFa9VlVh8NBGtAs}SBS9`E1rhv)J2TF;%k{9 z)FxiZQQo(~Xho1G(H?AXVOq^dnPS*xA~P{WGg}uOlF6=mp>$b?)vgpPZK&3Ij_2v^ z8V(WD-Ycb`^J0&x^T79te+=n7lb@@)&em>NafNk=#%b&s3p$QiDY9o6p&vnCt0jNF z!FbzQbjUY*Z>NyWOX31_-ruo&Z#N^NFP;ldg*Ym%_u#dApq%vScO>AwEIjuRaiU+q zDjXY!g+k@f@mFzU0S9jO7^g7boqd@r7CN2>U+n2T(iikdkf-5pfAc_q({jwRm1WR> zJhza-Gcwt2$u=x@_k^gOz}0@NcBPg5@|gFg{R75HF_!_!$0P!ywmB&Y0{Y^Qea$u) zzs78^LDOu&%p~JJ&*N||6ZwTA)@9~BuTFYdZrU1sKw}J>Co{7%p2ulu#f|&P`v`W> zF$o!sbcj;q=S%agf3jSmn<)3RJx$m-rna1xyr~^-$$%;EXYs1ggOvGalJ<|LZ z)UHZ)fDVTw5C7aUU^txgzkygthL3iZA<6>mKAbUI%x6P_4i_&F8>z?mu;Y^nW!^24 zm36R7b0%vLjMeaXjq(CWn(CT{8O;?`xPrzcgw$MHi&iM%f2KXoq+l;CM#l#2EM}mI zmqmxa!En0iRS4w~<2P6`!yUa&nA#om0VBkjXQUgQdGuU$84~=+m_5r})-WN)4Rfe=egbL;qYA9LyWJI%kN^^T~-WgdGF-P)4osJS1|VcMPjzZ+OH(w~9u$ z+QBVKQ{E~;=%qmvh&9c%-ql%zMIfAn(>4t&peP0FR3g)i8SF>(4l-=cjptX z-jMXNNpJIz*+SIZ{br>}0$+5k!ya4n1bx?9mZW~$fBIftx`snuZ9Y&^SrUof2#ht? zO-a|X8JVTp#RLPJ;xtVU0RH9}klEKhTo9o{a}V1>AVVJF#+=SLpm z{M1$sD%|&G0JfRF#Vj%TD67HZ!%7Jzp^L)nw2Y-7sgq_yQ==J>3oX{R#IPX4SKNLe zFiaJXe_Yi$bTcyxWP`p5y6w`p&g#LqL?2}=dEj)U&hu0NTV@2MZ%hZj&C_|LK{}=w z2ewyjL!MWz5<7HW>^ey^d{@>vyo!Z*{&y=S9>)<&a?auZmh)Pi=GojYsHZFi^i3(@ z%YgIQrTMV`_;y7Kn5yYfj06L1WVbIWui31kf7ev)`V4k`!mske0N#XCJPy{_B~iwV z=b>Jt`@lk~2?Dv-F@|qC&T~;M)nKi`s#`)i#p(}UNs)4u16o#(aab)v6Vy!Et|E(M zinb1a9+D}Ipht}rl>{60Pwmw*3(&;%>V0R?8TDNXGZB70YOf$D)9~HJmnh9jI!=n& zf1upx)_c@sMGco_Zu9j#foQ5L%RGt8BRVY!lZ4<}rpJShjq~_kqtF`K_Q{?Z+V|ut zDBX~pS1p)%+|{clNr$GjfFQX!vmqqt7^u4G4x4OM6x4e{-SqYs#{GWF+7^0AP$OtDl)LZDJh;GI4a%GN{v97(HEQ$ zxp#OXhM9C!-CN^bYO9ML^>(Hc;ReSv7fx&UwPa~`jpujC9&@B%tNp6a!!}RXf32|3 zmQ0VUZjXC%9cf-62}8&QFw{{TUC?1sOhHN@D zjnI2`lZ;h#EY+H3b3*EnT!8*^GY<5QQ%qsXU^} z4-YY0?)?p4DU6qF*K2E)=Y8BJhl4^Y_<+Mdm4&sN|x}=cx#laHilJIVUR5#nq|VR z&hplv6K6tK!C|jf%mxzEqL-DEgocZch0{EfJJt*-j(8qgX(^9VSu@pw4!5aG@v+>} zf9b5xv@Rhtm3x$$fes7Jk@&IA@LpX3vD&s+p()oG3fe8=TM;g=HD#4o7M&4J-T7Q- zFci`4x&qgGkhA$z;YQIe_XJjRJ;l5bQO!RKGn*}@AJx2uwUla$qTmf)ZqBk0@i|5H zZ&dkOU0BGYj6YiT_$5>+Tp1M+(?Z{Ne^N5le{uIH(?FlS`FS2}J&R!q&GjwKlyW(ZWFGMnhInnm?6V&U815;>^F0l#n`E`C!iw&gpkU1qyQ_6PuD%{o|&qO`Hxh2HE>e+}{| zYxoI*f751^Ktrmg>a36DD=UU!1HHr!yrV2>M?-AdJ-g;G;EcsMO#WEz#p?E@uyVHx zX{v{;VM>)AG(Ucngj&i!|zqYoMsqGS7&^=eEwimLK( zI&g*!A~G~WpRP}czcXTvkYWtI@%h0}cT94_H7ZMz7dAwcnd6-~c|e(;nxo7d(;7-d zZk8WLnR#KsoGd0*f(9M4p%c&hKZ*L{77*xAdsU&`%KY&R`cy1}_`q(bf8C1S86Sq> zQeyN@(6krNKD921Hf`66JTHS#b25{O#`Fv)^k9Rlbe^$!OtuCc@3AOfXN+e`zLL`y zTieX<$|IQmsKGxr|y zZ0{bd$@^IZ0S-7FEg;USpH^_TjZo=LP_IOeLWKkEKeH+EPv%`*h}Vt>03!oV-t5$a1L~6 zb&v5ejHOUyW(`28*_WYm#4I{Hyq2HN!HVX1ZFFhSq8Z@l_}rbX%0_YTI^(r_T8Q14 z3L?j~47)mN&FjPpf5$#_@AjbSjQw{(T4=KGUVSwouKbP>(hC8yJZ{ANXFBxJ*Yd3K zShF;dqie*HUb1IM#)?;W2oeiNtLTgw$kArYLrkVYRH#lTF``*ShoNN=M5??rJyU2s zDZH{;e)d*Q>fWnD`vG>;ijEhY)YcVcno}|RLJJ?#HtGjve>z_U+i5A&PRrcIMInew zs%0xUUv`aZHE#{Pp?4pRa6r{fi-05O> z2rKx4%DR7-e>=>amY57Il{UmwS0j>@U5tDhnxJ9F_5%kegt^>t+QE))q>0_l`!qghnjba42kBU zNmkWWx$C44f-OiScP};~eP@=HxddNb!;raJRcRxr%9Vi5wuY|gTg{4~Uj27`9G<4w zl1>Z#R-a_I{HxO|gQ;@wVKurfLi%Fcgp{NuB%KZwX|YM>>(+=xW(U*oSR-3{a&cRy zf3Ok)>d21?Oe4kjNoUsG?ZeWoz|!f9E?^c5LX^flA+VNA=Lu#xaKP} zh8w`WBiaYk@-nr~bK2bE0~veTi`&$TkU&A++ar^Np|O%1r^9kzO7*nmwNLk6Mluw< z^BTjj1z@{lnCqD$e6_CdCaY=HE=rFGe`EW~blR2CDLE-Y4d`e7{;8(klw z+4wq^6h{`W4=mBC@{BB7sW4OCJTBRoNzI-FCw;Pi!nbv^s6})ZplweJ)2C^Nu0Bl5 z9M)KxN#0sb^}jHk-QhP-!Jcwt!HQbriiM^uURkY$a|Ia+fx$(aeohWcV|08ge}ysV zQ2IpzZCd+VKYDaUkRB}j2H0Mg=dW^mlT$7B_>C7A_{QY8bDE#At|PjyckGFNf> z!iw6OvxWyx?x1ICGugqQiYe**Fg4<)UZ3;OnYLHpfHz@C<$;d3E)NzlX)CrQ`mAN9 z6lmN!v-ERT&pEU}s66^P*sCz!f7J3v@@mVi6P&r4 zms)_eg7G{Sye6-(p%#!?zU7@-j0c9WY#BOcu(~~9Rv}?dCom?z6#K!Hf82k)H3&D8 z`{ncvvu;&2BsFU2cs_v2&zk3naOR{@A-jbWm1)(uXneHM!a9d=?b;wTo2l3wYu z7?g(<4MWhnoFg4SR)GUfKz9`eI*!$()MYC#T;Uz#)JPOTVeB4HS9WT;>VXC*?)lVY z7O`#>Vw|JIC_Od1jg@p5f59!rG5k*{&awqPKsry|$XIt=WDl28&Hl9<5qOc2W%~%-3{!$Qh_tbOL%%e|vlNmNSwDv7x4C zxGbI3PBsj$gI)1jxP80%^VmYAmPsF$*R?oc$t%TlCU;IHZH&&xdne=*SIZ_PWomazz~M>0-pLuw$`^n?BS@!cy1hY?(|f2*0y3h(HzZ**~jqgd`6^i}*0coxz`9QxLe&n$*KbyArYaa*Pp zxZ6R8Wu2BRz0{-qoiRj9A9e4I$N>VtI>#l^0;gH*SF9t#6UDTbUCfF+&S z2C6E@*0@Zl^n2;}y4J`=9nz$ON4u{~pjesy^in8`nT-*nV{i-E+C@A&^*}t>1d@?!!Z4#h z&jucrd$}%T3UCJ90D)fIM=i3&Do-Q?iW0fSs;ESV=8pnTR(QnoFb=ZnU#Rrl834Vp zsb5+WpRxmie}N@<={O-thn!Ur))irN7E8r@2dnKB&D}INMaMUKc$Vrjph}4Fkakzy zJ;hRs@u3(kK1&&eJ(w}hUd{ahB2H*E>8FrMqRgdfmKRP0^Sd3NGK1cinT?b!Od14! z1Y5kO!bO9~Rzb(1Y>IHuqkG1iu$srBR4C~5JY@o->S&{*GF@$za0VV2lsjfz$nGPqgmhRGHN#$%ib_bkhbFJ8q> zGCa_+U4-yJ#^{^P07VIUmWCRg4hYMc-3;kXund(R2;CIdJ@66SBqe4rG+>i?52;(@ zd9rktePxdSyCns*tRN+M z9)O0ZL^U17ou;Z>Yo0r%!vs~27E7YIi@v-fj-_2{n=qS*Jy%}K- zG8Vpg_>qx3okYR}l_9@^h2%OCet(W6e$R!2YqQ}c=$7&Ez9v3@pl>L= zTw=m(QOM#3i9@}VrwRtRL689|7{HqpL#~dS=VFQh!V=SD@A>vRh)RsLA^NhcrBcx1 zzYA~2B4%ahpkpd&`}u+XR`?sbCBc~;>LeJu?Pq)*i=+u{-{>$WR2`LZQr)&-f7Xa7 zUT%2x2K5lnGj!QJDLHA^9lCIS%rfuFwJ-(3o_e`ObqJh_f##f;NVP;4?-hyn(w}zA zi`_A2`f!##Ov*j4`%H(rQ_)sx4!0rbd`v8?(#G6C(bdjT~AOwt#Z)|d%nKW#oGe5MI6z`~$nR&9uCBptZ4(y8F4Ru&{DGA82h9v5d0@9ezfWtXr%)f32biiW@b`ibxyje)kaf zelA7v4L+gQ=+=a9t2HJ92F(E%Qfwa2qH~w$(prvjz~=T?N!fnzy^N_Fcw94tqZ-sj zL^`A5KlX~Jv5I|q@UyVPHRuI~Qdb1KMPY{3_CotQ8?(w!dTbH}Gbc|TFcT$4vy!nA zLdwv^M8{8?f1IqxbU@|iuIG)Am7 zHO85|Qo5+=c!kd0*s#65B*fuj$7uZWg*Hde>{30bO`Kq3BTAoSrV zYQbzo2Wv(3 z0lXl-1U--enO6m89kimhtQ^=q=)QK$v(xnSOeUe0p23Z*&3eo0xFHF0W;m3oeGmN| zM60jF;&~fk>kcRMF#kK8&=;XrJz^QXg+62>y@$*6Hj>f>bah7&3cRN~u+Y;J?_L{g zoyB1PC!VZFu^Y%6WMgM@x?}(S=imR^zY^%Lnbb_+DrmKz{qFaF_}#DGll?S4e-d$T zup~8YTfEymFY*T=?*@|ug!Nc-1-~C|ZzdKIvXJ)S-52?z?}mUbG-W3pq#r`ti>)nm zNWTRv*XPJ~cbKlhCi<4`zS0{Q)nGlT;XOToKMhujsUDpOM4SDQ_(Chl3EUZmBj|OI z%4*{P2og}wU`=~<;(?+WcAIQ!e@|F3-0$Sg!8eGMVbDi)K4FOr&d1<%9xy%lbZzMZ zzi^a`K__dj5f=cA%rp>j^N1Z0fCmD7Aemj$4`>P)0h&WKMpxJV@aqqvZ(LpSoE*%z z8qMe4PR{R}MIAL)S2yQ249?8S%Yp%1qs}y~QBUtPzYh+`isocBA&+L6f65X~zch%k zuY_~SK~snAuo$xn$r7u5`s9buso%01u143vc(=Lz-`)E}N3&Fx%eB)U$u+_k?r4Kl zpWcZnjk(&B%3@#HV3@t- z7Hvps9|Dtz%#opTIBYwaHPOred~HtwE+l zNt|lac!oy2@RW}6VS?C2g_w%C?A&JuGP_k0k^NX&BdRKcOuml!RL^4BQ z4A~-{3K5&d(A^qWe*uR9$d*U|s2+pQmXVcIJ7p0dGp(XD^U3=U*6WN?gUs*PwxHmG zl_GPlL_0ZeMt|s)+BS)qBFh=cTOI)z4JC4-%EgkrqvY&Ll~PtQ$k{|zhSStakD*T% zZ&-3Z^0_B(MwK<0Y7|)+ES__4SbIt^4ZDORQrFCHn-hw$f3Y?y6~59fCZ`2Kc1u@K zDx`cRNi1!^k71%K!uJaIn>?=lgwYj^A9f4q6;M?m*LZBI@$(9t4puZ}wJKf_z+qj8 z%4AqF8$zkB;6QrxzOYtxZXW{UpaT&U!w0kIXlBIT`v25^4qS?*V;F4 zx;l4r@n%#%f0&D3;^^FM_Pa%Rv%770{XYBcUw``p=H0{JpFaEb zd-qoI+)*U4eFA3cY?hBoZ0mC@?LVA*?FMZqUNbcO204R#VHSkx+Mm-{WR2HgF$I74 z|GtaPZnYcGfdnad`RsS!2Lf*u*Whs;cVE1Jd-pBH3^GahGB)b@!-RGJBa=TlGk+~T zI=jV%^(~LnyvQH)sunA$q2JgCKYzfZBZ4nG?w$bDFY-s<&Cn4G_lXtsgC1S%tcNYX zk;J<%=Z)tcmh(;d`)y`(uD|=Eru6+n_wDI1MaJNR;`@3)CFMqc=wJ_OJwTmY| zfA{kxz4v8LZ|=qiUd{w2yFjYd1%LML{=R6xbHYuu-#76QF~3!det&S0pMP+% z$z#a$#yxKX?4LPg_CbGhfc@q-VR@MHVmAZ*rgjon3tr!93hJx}b)N~f`NDc0f{KJO z!WKdZ4XYN&UIlXl<8KCJ(^d|$WAPil+{`;5`USaf6`OUY0GxMdeO76}Dp?0`-?Qh< zKptyg-wSY`l`w;F{z2x&?0@aW^3;8_K*SdgKWh+}P>Vs>8p}6wMb-|ueef8eyRF!z zt{OuNwcn~X7^n-fgZ8tAn2uaL-66nWrgD(YFhr0&ddflC0TCxIzLos&(_v1>(7dz_ zHWrtOiQ1T-VE+wxF$HY?LH)Njw7q96pM(AzhWcnbzFe69R+Q0`;(wX7pUy(V7G&Z28-Pk1J0iq_^|#6k$oeg^?zH6rFSX9NOu*s$nQonF z^qAi+w5e=GYWH$;L*s`Bmu<(|3=DmOs12Lk++`dH{W1%~h8%dQ)cFR`ZzVQ(aRBQJ zpx+QAR!)Kb-vu<5yz58}pNA^clD zHhWvu4d9=d|I%lQr-kotC2TA<7n#Uy!#EWRea(2IV)3l`U{Pkk=Ib&5emb!N0`*^a z0a)fUIi%z5G61hdI#~L;3cxV!(n>LgZUV64sa;N-Ul##bcz>eDX^fnGIHZrXjC9ca8)_=2pl|4^p!Lj}gdNr$h#dy7M#BWLA4xX z3(en(dP4LOC4V!qTG3=k4}kKMKVg+dJwV~-?q)kOcB{O|4)D)~vcQ$dLhR>9LX!3% z*UmtpuOBZne0j*t_)J<2IDNtR8~h`ICq)*Dzkzkt)z7Wa4!+M?v8>?cg|ScdQ`Hl9 zgVN{2OwAv%BkA+_T2!_LAyk$;7wZ=$l!^mIS9S6p47{({jr zM1dTsrh}qyofm{Q4zh#j8}jAO2NPcy`rL)eVla^fm2WzQqE}>|EEg~YK&&y7y{x&( z=AEiO=K$riLWCmb=~`{8RSbP_Q1VTZq`d%o!7 zMzS};O2RL6`Lqq?#-?XYR8AJwy%jO1T>@KPQ1@10x@(O=2rA%)4&~B_r-fW^-Ti6z zz`6GfBgM{Ejpz-|o~6V1^aF}7GK)xv9pM+sJWnb?nq%5H)YxVhUM25Cp3HKXfa%ewazWBl6qnjY%tVOv#>A=A zcz;@e^lpXr3ytJgyVpbXS6<8>V_6?7366@gT+&LF`N{b^TLX6mi7!BaN5^a z32Rr$uCW6EpQeQiFJ`Z5Ohmx)+~7q7(;yExPsYWp$v=Y#Zr*wkM_|OBytNgDLe0n6 z0-HCbMW~n{JJ!6LxJnXT;PKvTH=ncLhJVMp$AOd=M7%jAP1WZYLcF2>6QfXM0l^zI zdfDxe7rPtmX$ZRX1P|{PdphXzLWlR;iInBIz~QaZx733@FA#W&n525{3+&y7-s%%4 zrh7^3@HahP)Wdv1y;~dO&^!*%yQ#RXK7$MA-HfI-OTfZ6!r1zmWLwu1St#$c!GBr4 z_XOr{WrInz%@=07nQytAnRr!!qsXKf8SJ;*uxZ39c!GB~q`$3O&@Xg%Dxs}g?=Nh3 zZaS3Y!DJV-yMYnbd_lN7vOA@bH)ei!uWqobPTD%S@d9?|u_j1MAg>G8U8U#w3D(_9 zYU_$Yc;}}4F^cMVno03ux`{pe=YN%k0WU+P9^$ln9L(e_YsZ32gB9?b+}1i&$BXB{ zry_&>Ev%@phaqF<6Uw`TDyshd0&Q;wVX2J%!C*IMYzbxXf?zjQn3V)SH6V8WXK68n zaM_(a4!S#|blJEXJFfgX$?O-gr`wnZQXa~=yA=f|U-!>n(C++1J{-{KX@4>&{-VB^ z63FGb*tP9`>qTCH_byy_%YyEG;M-NDLRFpfK|dGRyMct~cprpXHo?r&pB7Z%znemy zA+JxF3zrlg!6}LnoV%TUoQ!x{Xzo@jE|7%_%blkPyIf;(f^s)2j5llt*^%6>P<^UM z;sSCv>!-CHIOW1|H`i$0$bSywZg3B501#Q#IW`j}%7cuJUiR(mD9S+=wmVh9$bO?2 z$&6toGe&ro`ay!n_YzNq=bTP_3?d+SJEA)d-NAb||Dfu&@C(+RoI^a6Kxr4MyCavj z8sP8(b@wh8l}cQg?&csE_Lh?c-ENRRH*|80sE`xUi4Rt~S1eKBB!5MEZh-D)K3X@A z$d2c3W0d*~=T83s=0yv*b-}qCHg2owsT#^mm#qqq3$)!3bI^w}lM9J4dW;e|{)NXPCv-6D690;s(;j&xv-dqPx9WtL~SbUm5dI6g* zw03#|r?2?}Yo`#{S%2j_7gl>S_=p3hE~Iw4Oc$#W90U_^yF4dh0g*hiMVDB9G=%|i z;kr{TwG~+VG_|chN7pf~7+bLJW&%_-lN?xgvt;YePpIyOVY^l=pD^9c3!f_czaZUB z*N-Oj)`RG7p}e-v(*kt229Z%_AfgM;-4x-xo>qaJ^*yf(KYtwqr))w43?Q7J3*_BG zp_0%px4U9K?13zw>K&YkT0wJMOzf%eI(?P~VMlx^(?1-!suw z>sgPvYLk)3aQPDyytSXrRu35#w|ltETAzZ!O+#0{j^(aNKKSs~&K8$;T=4Kb)rN~5 zWQT`$b4&bmp?|~sjbLhWy1?PNs1S2I#uhfbnGyLQ#tRwV!n)nh2B|CiA!RejSc@MM4E0$AQ>CCTy7nGZ~@Wtj8fS?;m}*h z!K*ye;u@@`szT_ z8#M{`+5+T^!SD=p7KDf_Tzaku&DOw;7yi7pmDakV9#pXLoCi(wfMXXrydnDKQUe5D z;PBRj7VXR=v%j>vpOXTK-2vlmW70l2>_olWwlUBvr5w0;uRpcWra&4A7N3ck?h)~T z0J$*aO@9qGUFUW|$Tvfk33Tv-AaBm&9_MLV2}QwFLr`(DaOEk*Vc5W55j8?C} zr#@)&RCqN+#lf04J9v&9;Oh=4Z`{;}zVRT$TZ$m?DG3k{8+`cY!f~sI?6~n{vQ!1- zalyk|;?wajJS(CcqJ+D==4 z!j*TT1m3*^$y=B^rBec|dSQd+ZMs^`GOl(-mw8)loH}Bm%iGR0#au2F`R0qzgDkLk zi%FKiEar9c)q-aPAfKv#yddPI1cj8$LfAy013o>v;4)acTqsJ77jj$~a0;56)fZk9 zaeuUVGoadmtQV$yGaO0&TB%f&L4x|f#-Xm)HJPku~^pN@O z;MEs`0GS-Z()z(v8hEa&5}Ic{#wo;g0wehdIvuHL9};8vt~SP!1c7LR$RVt zVCzYpyzVr}hFWj7T~WyEs)IKUfl>&xd4blG%V@^O(88=Yf1%V8#q`3aC&0tmfq#Qc z??$E?aIX@3)8}!?(FIITTY=30hwQlYp0vwB6)L@VWUmrKJNmp0G15V4SMk32(mO7T zIbibEik{Vve__U()y-09kyYw%*IDIqkmrRMZwu1m;+g{(&nzY{VTq@i6!k!2W#;+` zM&53}uq!gZ`*cH*HzTvDnwuc<41cJ)%R!`s8Dz(nr+nfq1-j3+Z^UkOJ%uZ1A*6Uvd5`9(5@XObc?gvrcVrC=Hn6v=p zJtwZaTQA&rMs4Xn#nXa~H-Eniz2ZWRZx*BuSagSsH*;fZgbOjAC#Gk`IDap|c#C4= zbD!|yJvE;WLc8$do7E?b6hQC7i?=XcE$Imt-mnR}u0gwC;Vtf~ugcNVaX9NtcwiL1xFL($%b>YF=ZN$AESax-**dR54SZUD@ zMHlJ69`Ja9#Ctq_oUw%w-+%1B%-I5yT`eyrx3+q?E`<1I)%V#$0~bI%t>e89g1g}1 z%^y!f=?rjqOQkN|aC-I9m;t-cD(@u+a&&8N-zz_tq(o~uE4 zwm@MQD!lo+GjLH4D7<68O9ft-@V0hY_Z?o4@Z@0L*bt!V)e4C`YJahnwYeID3|XRG z`0)<>&XWPwgwB3vqolN>M}fykd+s3#G2HNEz!1a@`77>N-g5>Z;<F4G`mMDpkOa_b+T_G^s>kTSGP0-Aq;~|Xi8rs zwiyK(Ol4eqI8-T;8`ZeD5$9k{(dY<>apZk8-`s01qwVF@u zL}1=adF&r#Q}3QQl7PehH4#v$HGxwNF((#5^upbHT37TJ>-D#V*hgxf@wk{>TIKYU znFxf{&f7U=3RUGpNJh6(80bxc?NEHoZMMi`ZH=DW7)?W6 zlP~wU-R7tlT^J`o{N9yd=C23dn@r98_8JlzUh{Dd zTiz`Vb?ceYemv5=inu!1S*;ULq*%-M?DYoSLA8irU9BGH{;Y*=++3-z!dTFoys)z~ zX2IwL!*cxCBqTEK4*edNm7IwhQp4gp>_yLZPkrw)N`SOY7F{ifAvhZnknPb`8y2Ko|u3JcA94u!@K0W`J zV+hMZQZc>WXj3*Dl2tI1g@4P*P?(C^d2-Cp-@XK(H|!qLcKzJk*2 zV(0$+mreYD&X`~3^|CCr^&fC7!#(QZ`ecrY#n;10B+IbaJ&BWIV#)KK2(!oPS0>y% z1o}mH8MpZpvmr5h`U9N)$Um&@i-tRJBJuu9iETShHhCFh<;*MEaqUc1CS(PeVy4vLxLMY1C2TatnnQp!C*#&6okm|E9 z;kUnL;iwHQc1alI;~d5Z@OnfsLjG}P{h^AlSO$u}`q@(M!J`7_{tJIA%RMl4`n}xr z6JYP>(VY4)Zkil?_d}%B#aLNqug@$5hdAk+b$nZ?lzWsKvD7Ng! zJk``7))VHekEpf*Aw6h@Fh3fOwdqs3PV*A!G@x=S(?qUnqe&A^ptB&gU9hE9#I$uu z#WJ2$dVXQf&c7k$RzyH66?=s(R>21=hRsL@Gg&hl_>^~jmM*_v$v`z!PHutPd`!CU zg7XIwZ#133WLSu%ImZ4kt(N^*>Elz$Xlwo|^N>MaDKlDDm@zE!nlS9`5Wh5DL=gow zU9SchHD?r$8jgaDY~5c$*0X-B&@QD4M{m57z6nMmeu~o~-)!mce#$&!_1$Z2)6_&v zZrjVbvv$ca@trj^O?Z4CL`rAwm!5SUo}$Xi|EzqlXA1TDPK(OBOYzwO*6&qd59Z5V zMed5SRuL($9qLnM)2zdT^ut8vsD_yP?CyYu3Ju0dLr^QwkkBfF8$4YJYr7noeQEZ@ z#8wA>oYF+39Qp)*T!VYo2yJ_{wDx)Ma63kOFh!(PR%zSW8aUtFq?W|V^Ua5}g%dit zZm+7YR@pAV{}3N2EeA$E<90i3gH;eZt$Z7em(k+mrQ|BbKixC7KCHLY#zcG*FgVZ{ zx;{-FoZ76;Wm0jC-3XbybUmBr*Pk?FQU+k|`TsKAz2^u(N82Eh27;3!EbvB)UdRCV z?`mbTX+DuF;q6UwbUN<)^3f>N;RRR;N9V4h~m1aN0n+dNMSrvmLn?cK^z`1vUK|r78&2)?%(ivlX@Fi z&sLh(eE8D7Nb9)q#}$sbETB=%@Di>FPcuHAs-W;0x*yu$3@wraZaWdTF&5 zqHM5~Z=rE|WducdSJH~9L9;iBd zwK|hufG{0cY<%?$s<;2X;7W8+22fUab4f*E)X5?9CfClTKVBVGw1xPt@po|dg%+KhdVzA@i-!%xP0!1qR|j(ZZuD;+58>W+tIukPL6PdtGFXPdAfd<^IKB)TIfduAC(6m=XNJP-e9HgZSSxvJ!vTse!EnUSv zty!xNg2+8#*!w1=xVAEUhblN?uJ&sHTk~xzqz>g!;q%+og{zxn*^@bd%s-(7vcT#wSDyxod zgSUH-(Y)2Oj&dfYPhF(u@845>s{Nfk7;ls@ESNjT-KpGX`iUB1VmkuLRP`s^>hns_ zn`K|0J;{$N$IPFuUm;W;KQ`~xnz+xAEmP5763bV~#DucHE!(}X%j@Y@ zX>gIh3+pu%_+N2(hFhE%H-E9XlYSsSX3RgcbO^bPO6FDMN8i2tCM;~&ix<&5L2Jjb@B^sL zn9xPxPo*x|8BxtL$aF>`& zB8PS->>^EuV@f!oHi&>ZvYQuSQtFFp@Lb!{_-bUr?ucQFll5ZI-yg&_xKCM>NK zMcmiiA^4?sv^5g^f=eeZsdC{abItbkcol)^xm~rIJQ7d!(Qqt-EsD>w?SknSlAUg4 z#^Bk)zm1Ulc}X39YtnJ^W=hNaj9^;B#?UO0tcJR)^J|3*@=RB5O8xfT}D(_(P^$-&p(2gQGlQt+F5y_Re8 zeN7>HN(uU%ISejUGcJ7Mc4f9yqyGL@WU>ajD7Dexo@|dxoFGq@|9bD@SzkCn#1gRU z9U=e_N&ldP|DsIn4Vpt7%>lxrIY`T_!U@#%ID!G0kao-pdfZ#w#S+#VmW_q4-vJsx zA(A#?G};D?O52!gK-d^(K%}RAw}Kie^mr$8NA<{RHp^yLr$v8TlNC71( z0mueo(|;rbh$&M3Pp*He6Jun$q$LyrVT1fMfJBoh4xkX|wEx-!{!cD|0uYH33;`OA zOp)|cY{-T+DfV5`5Kb!GcS0CkgH@!JXg??gV#t9o*f0Zu9Q$z5565 z2WFa{?$f91R6X^SoDgM2X;dU4q&IKgpvuZfs=j&iF8|G&w>$`Nz!|O1Lvi4X&q+$l zNzLxNldGYF=^F(@Cwpr!j^yX?I3bDJ&;7h~MI+3Dsj*`h$P%-kV!gn=len_OM%xd5 znqU2OX>K1x2kJhhzL5#R+I3_@H!D}WEEg($?5i)aM}xz9FH7>X^w$00?P$4Pv&*q| z?M-vr>GP@*p)rck)wl%ue}7blj}Ljj``>5ADf9o=zf1xic{M>~9(&pU^7+YQ+G`3GN~ADg3EJ#RVK**l(ZAxe$9`X^I| z>u^$b%Pm4J1_Q6(ob&Cz(Af4&kAosp{y1Wo8;8t)Gg-PUj(g)2Z_r3S{#$MJgk0YW zx*QSYt0G2+d>cw+wqB}>n3$MweQt$V43CYuLfaj86_oAA+zkPZFrtHM~y5H zd34R*y*)Ysmm{qzo25FN@Q8@>X*DIV)m*tLe>It{2_OUkzvstW)<%s}XNL)5UOV#K z+}zKfKP$5&HG6HYb@(Oe&fQ|$hRRs%_O;qUglTAK$~`^4UG9v;%jMs8AK2ZVtenc^ zIT;z{G%LUP%5-JFncd#*JJ2q4WzW4Aky;T3$z&fxrLq~q6{*FIcs*eI*!C6yZ zN%(%t*&B+6xZ2{*X}`_teZKZJZLo1U>mbk2qcC@@T34v}$5CZ0a14 z#(D^C#$Lwm$x1UJF|qOE&2jvY>EN~l?_v`mI^eBrlWSDbe>*e|?}|Y0hdyz6?5)ea z&N-6ob?R0to?fnC=wzXx$yAQ zli--(bP~s$%No|FZqxhCrCq_seQ2)==qmK3 z<;Q042^1f@vd6%qNZn|6G+hvoj`eEGAKFZ>*z@xrgWDX$ytZ4v;K|m`*1J~3U@J|B z@Lp8}SYvoJl5fCF0Ii_*E7fJG27Ylln*Y&r%a|aSv;uY5J3Kt}i5yAgHOMh^=X4r% zgtU1dEjPv$W_W}?o-|iHJ^{)Kh{kiM?|41ECtD&&Sx&F&`B;wI!_6+2*LIaq@NUh| z>paZhD0Yf52D!nWJUKPhQ~vU0!hl#Z955`m7D+|N80&% zJ97J?@dqO&;juEE`ZihHT7z9b^=kPxF>9u#PKI!+N!mFBH{W@_ptU>$oIUDad4L-X?lj*gB;E6qt06DpsirJG^kOwNuMYY$^_ zPXTB7(P2x*^@B60A`E_^=hU_FxdInh_gCF|1tehD+$iCPM2#u{5CKD}PKs=N3)VWA zoRGdf()MuU)U{Z?>K#v*7$|nm`AW(}gP;D)KX+O-{K%`CcO}=5@?(lv!eLBTcm8|$ z{)_Jq|ECyfvPLQ+G|f>wgEUy!@}fkOg>SasfVWEl)?D|7@81zHHU3N$bfM*BU`oW1Fb-!2u(5H&t~ltHyxbI+gEG3E>wms9J5h=0g*>k4 zu(7cuKkygq!iMh{#A?6LvrfN#;=iwi#XZDxlB(UTxT4U-^exLVv7I zu3uFA1Spv9~C*uJ|vw^O)@F5FjNfqpvY zUdL-|OLnx{+N{Io%()gwo$q;jqL%}1AOLjwAA#dkh+74IB$<#L;QB!2zO>dgESh=O zpO!q`qQvO;4s{+H{_gT_R~^;6VWlNU+h{Jjg8A-FR;r%Ai#0N3R`|idXVq)@7-aE| z-JE^b8Vwlw1p`k&O#JGZR(g4P`E9jS7rU0a*1LlKW19WM8QwPw)TEzQkzO(7=6Hz} z9N9E^L$=!W(FJ8^cl&&pQyhfv3sn+=P30YG$KNypKleO3MPBlR-joN^X8Z)RQ%q`B zsS^`p$1b}wxzy4n84lqsn6WpuH7t!rlAf{f-tMjUirQryuaDTb;<1pvIxF zsvdiX#heacqE65F9I}w=1DT{5_tjo*lmkEsP9S!>LF4-j4z)|34eaNUnufNkOz$1e zk-VTj6sFJ5l?~c%PUx z>svhyy-4_}@+7cWT#Dyg?uBrf^#pBgi{(~bFDCYn05JYlGA1O01R6I02{yn z>y@Si)gq@UC*z}-$=eTj=y#)QM<~5L>yH4c0gf(Fo=oWKEO5Tz{C9@aP+~s)J)j$o zmtJQb`TM7%b!aL=PBQ(6#DJgQx=Tmc#a7ZyU3Kb1+jDzP7{c2By!g(Qot+|P@_1>x zT2Gf?JS6sHmAT>+V{a(G`;&Cirw~uKvF!h7S%W@u5}@|fZ5sfB0)&7vN^sKV`2kqp zHba36Vp!f%YIXFvNV81uMEE%369B{jN4N>li-s-fO5?uBRHNt{d%yL0FtX&)zqcX$ zqhmu5C1HA#YHZZ>WDJMd1>egZWD^^xkGsw8X-J4X;_7OvJY{71?LI&u?l$mQh5Dol zrjw2!A-4L0H}ceOS1J@0+f`{x#!-47s_iLk&@Y~n+Nd&}PxbGu)Bjrdwqq=ltyb@i zR138bvgkLw8snj&{dwnhSkj-qNL>rEW+bO3rd4Z>5dFL>q2Mqzm~<9({6b_8#yhfA zz-eK;n+wq=tS$-4DK_ zW%|5}{up^gi`{2|_ciLV!FxUQFKB3_O&LS9~8j(xjuPTQ=d_3Yw{Ahg`@(PIcXLB_V~D+tW)24bQEB$ zZ%iS9&MWM3X^pPwcUWuhzV-_~(Ol!zuSaY^tQ!iho;BMp5=vHY&3tyu%D0(48a~AX z&XZN{M`UDVTlVgu4&Tk)-Q5?vQ$u%vIxn<(y59EI14>&WN8a{yF=V|^6+kH+*}{$a zviDaK4V_F^?m!fjjg4)8u@ztg2)3go?T@2$&>|nC)ic24=9YCPfJJzACht?Gx5lVS zQGUfry8%lZFmWPmcWdhg5Yftmq?uD9W<)m7dh@{xLeetso(b`LPi?Y<(_>HQrb zfQA$@-mL&0wLW1Fz}xva^|_PP)>P?O;?9J+TOgiG0(e#iKsTR4nLR4}fjCK@nBKb( z?6{lnQ^1Q&L*pOaHiFmxy7XioZtd$SpnP<}vp3Ki$jg$IN7pM`25834?k>QTUM2I& zI{@E*em~}$0T>XV9{|Jy2c%cGw+1ecBgIKTXz5D4?a;WyZenX22~cYNy6eo-$GbMj zbF)T?-q=(N2R~`L?YrFFp&SW02+iwC0%+mW#cd%+?)!Ak>(!=Or2C`&<>lohv{jt} z?0&gpi~cxtZ>?wH30!IKK0G@58l~OceFUCs{7SN}3m-S|+hxF7N5aC_MM`?mxK@%n zn`U=J`WE9|2q0l#Qn$pbF4=LWU!QjDUUp(_ZXv!<+*=3`mjEbw=t51GG;}l%-V7Di z(OmSQzH3v;SKSvL%@i4PZGT*;*Ke5sw2mGQ4sJeCy*5dX8bD%UAb#)~@Bx?y9WpZV zN?+#lLZ;rSn)l<~P5t^w^LmMa-U+9>=6@ELH46x2-8frpGAAR5c`vr&lpOBP)@_UT zElrBkQ+EIcRX+b<3CIf!1`pY`W3}D&uwIn3Ka?a{8I3&L07O11zXO6RF7H_62T4iqKfsWy=YqQTL=NeN!ON;Q7nl%k6sRGv{52ud@Zk zlqUl3rl9Ap$TMmu*GFeIByEYn`L{zsE)#1bR;7u8W?Tfwzl}ccgwx3V(g~!4<@a|X zOM}CZP<~T_7z4jg=(pm}h8mH8R6>8c%hK<)^To(WXU8nJ!;+AQGW06G<5aBynFGJT z3`Iq8#uVO!eCWpgR)>73FUA?4~;1T4U+=MnCN} z1>E2wRcgyc#&K)eNG0<$AcxYSmc?MW_R5_Eh0ZF6&!|h%`=M=RSk&T-!~|dQA(M(3 zQx&jfTc8nxG<(a{)V{re6%+0)w({yT)H63pv zos@h0Ln!cG8V_ z*9wVyxwgZdnmQwYf#FKkgr-0qm??V2&SoK}4ECI()pYhH4ic!G-?(v$2*3Ilj#)Vo zx42VAadbywIuvI&@`G+f;nxySi@y3Hb=VTBPKitA#*0Z|=&aq+R~2ptE*}If5(R*> zW(wJfI&t>?eXHG0GtyiiAzqZSx5Q`+-9eH_{&n<&*iK^;pW9{Vo3)G*;W82(%)W&m z8imVNE2kOPLUq*$D_uD1{Tx$iU=Cl--_kiZP9j(Rp_UA_dFMUPg=jwG2_oe^nNfDn z#c#E!-Q&=%{G`iPwpTT0f40$n4s;p75P-v_Z~3Zl&=MhFoUKEIQv+veh{2_+j>6!7 za;p(83WixM^ERE-Ij#b0aOdgGvt#5bh732g;t^uFs z@?1~D!qcGd{~B}!(EbB>`a+fI5UzLKYB4l%*Bu8b;AGQbf_yhm`o#J(1f7c#qMG+z zOnQy{#O!Pdt@c`UhT>Wqsoh`#8rzZTXRjBg(Vp`W(^y0eBZ_012GEtI>cTUNP;@5Cur{j2rAc6Uh~gt_SOen5pJHLK zJj`nBjLy(d=NUNkOOq5Xqj?`dV2o&Con+D$K}ykZ{2SDd_zMwWr=tW+|l>M{uyhjDFqbivHqMfi3|^dGLQ4pzda z*cJnCNl;G&ZeVXP#b?H+SSBv*u1dB#r-^g@WaEm17q8B)GCGQvg~%q*>TsoH@IM8W9z?Vadg6R zFR0al!+Zg@mYp>nI&AO1+7IIO#s)}QOB@k7sbTJ*9Op=icIkfh&|V*9bm+5odOyn- zHP87GSIX*(Ofvy?en5*hvy_Kw_Vbpfrnn-r!RSmmeOfV1KXLfG!khsTSLK*+ZdZNm z@7s+%4GSk@cB%0!b?FPQi3ySCD`LxZAg$2@Brk#R@9O&cHRl54WfJeKBO)T4z3a+r zo{vBHl8pLtd_U=W3x+*@_nvW4Zv!_Tqz+a%>M#ELWpc0oY%M4f!##A`TGW(@=Cj1T z2D8bCs54V1tEI-1siaLrr>(egH`{g5o71$eu~ldx)ADz~ceV;;fhVc5eZqR9zpwL1 zn6?(2&LGs=B3!UNQuF|%r0m+};E*!I<6htAwv9GekPcFi+^(>RPCzm9TqS<_NVQ@D z8~6|`?x3?`_!*~+gi3qu-Am`$w zPiES^Ozv0qrcVzQP=0{rnb*r~7yPq(g7Z2u#zJjT6}j~w_1RBaO{u%Q`$3UF>QC`> zaykh0eXNH(T?e6coK@Z>zsyHoKiyj6pq~^=^veSo{jZXi(8~n{@j=s7e(9thVMY+MWvEsoyaCT58C!4u4uD@JQZC>GCr2ivgC_5Ng#rNlzYV+GZ zf0$os|3I%uZZ#P%41Ky>fks6{Fy9leY5HtyuAW_M79X_4{yGv^5pc703}2c9@h2GG zut=RdODH=vFGhDV^3)#_?4CW*v{dzU+OYp|Oo2Wb2#X;lFCMLzm9g2GPS^yXaS@-0 zj1IAu_pq9SG-LSef?G_yx;e6sp(A6_4_oiNUAg`|ts)u04;K(6SfaUhtc_Zw5#hW{ z(2sgK!vI90$dQNB_3Iw2R2q7SlIgwfedZaq?>3$9Q+jg;U1>I+&x{x>Q7&rHCC@@N zoQNG}v$BWK)-tVixT*4|34+Ow&J-;Szv-~m?%K>19XIQ&FF)*sO?V4`&OaN>X`Eco z&zo*{vzYBNJqHqAM&X8svt`S^&}Tu_9GVj+)pm?3>qZ^O>Uv?Sv=> z=`QpU+Uk_)d(XP=`v_S(?^|Ey>)(akCAU8|pK*%7+(K9j9_2a=o&vPQp1XVzpmR{_ zz#DIGeErKYD4*ah$x|Ve%Kvhl!o79&tZ_{Cp+zHZ*RC1WXB~eH*&x~`J$RV0LT0Xr z4h!p%Ql#ptrR`3NVhy?rMZ8@_hTKPDtnzlwwZVxz6Wsulu$w}Y){%Sg7P1Sgf*vf5`G>UzH>pK4=B4i8f zuW8^MgT8HP3w#L>A&}LE{H9~3_r>_5n;cfDjTezX(PW9)JOKKT$|Uo!?VgJ|`uk*7 zubbr?)g+-mN5-PmL~TI<6$5=0rj(603OMh=SX#!>nEJ1BOa}J5RAJ-I5i#T1y`qrp z75q(gZZPu#46gW2jg+;R6&;OG(fN*K5J^5YCGnPVX<}~?JrEeKWiO4-V?^_>ZzLq? zkEPly>tfTlx^3_Sg-&8#eT*rFe7ED;xz*J_tzpV-AmJG51LPkLHXFu-NEH&!x!FP( z>-AhgnM;zEgE>uN{(S@lk1^P3_s^)R%1#{8C*cL$ANcdzn-2t@GJQhtt0~Xc-L<73 z=t+1bGYsvw-yv7SSihvQo)xmL2C8Cg8$Co>;(f-;H9R>XSebke+f^j8D5~{ynlJS# z-f$gHA`Kn9OVTOcy;pGQwR;3d<8oxYNiHnObvkkT`}?|!gyn2!YSO^G9tN|V)h9wwqX$)W5hDF0Yra-t_s zeKb|~->|m6haN&1pwMfBAm0b2^)th}`^+Sp%;(a)W9VH}z}ZW+FU``+xk#ep!#R1< zv(F~4e^&WdO8SRW@6&g`UV3@`m3^*D?03_vo{dx=1{tfyAdjBkzJjdoc6ir)A2Lna zBZ${|ebvf)MDA(Ne4ohYNcdV8cEA3d4zo~482t^p`DaV_6q~nt92nh4N3Alj^YF%X zvfzq=3*P3yii#>B0|++*)RKbLtcf{xxkh4==i|iVr`^L`WH;60-(!x_weZOn3Ya4M zicaQ!lBXJG?8C4st?OW1@~1!3?~fKRHb;@~W)h;_U!8~jQh)Y{vYM6$&1aLEIDxU6 z&Ecl%8_5h0Aq`N2Z+!!%eAH>fSl>aSAY+(ztapBf?g587*MDu8w*f+ndVW-4#niM~2M4 z*l|IM)VGxOlr|KytBGl9+?(;>E?jl}piU_JaUYZI&bPi zSkGugeSJlMlD`;z570Y7kAoz5(NF2M!TnpkUbK|J}(c-l6exqpr_m zkKzK;6FSuIDj3QO-FXKV^wsZQv4hst>^?2dttQ8hjv%ft*DD3@v_HCv%R%>|{AE@h z!X)vdNE$`u+Hbh+N!<1*+)uf!OpH#WM|A80t`DjCwaYpo4?2|=*x}*-=Gs{vrDAYI zo{!s^A6LBVG1h!NE-N_QsgbQo{QL!;fY5K@ozWXg6J~LhuB=Nfir&-dQqRA*1 zCO{;5%ki5&wHu#-Fp| zyuijOcC!8usa+{&)qi5bZp`Yhp zD9%k@*o{=(Iy%uZq3lXfd9-?S`FI_M`AQ;~a0jIrQU8k}FVoYnj}!U5S0MGkd`CZUj10x9&xQ*ser>P$D(1-{6T?QeG6!Fz5>ZG;fw^W=o^wE}zQA zoPGOXDdn6_BPY+D4>l34ovZnA0Lm&akE_Vyrn*s#fq(g#2fgoqw<~h6HjU!bzOmdV zBv&E2Q~KR}MX;CS>Fm~S_qzSzV_5=4hp5c)CaPtLUT1s`c+mc2lc%v76FHZt{cnFJ z##gZ|hN{A?pq(TXLpgTGLWwO|sl#cF2-~8QgK1l_8~+|X-%I!;-Lb?UiGm(Kjllhz zQ6i)GZD+7RpB4p~_mzt9(>nU)Fz47A&^UA+!0NTG=Xnam<&FBGO!2$3u1aUdQf=xnMp)lXyI}n*&P+_BlK3a+p+UQS_<$@$sIhSl^r;Mj1$v?s zdFOkdB<|+S!R&LDE1n^cdAXew5RHZ=r=o__k@@^bQvI}1`sV)8*TAW&{R~+=9G%4N z(#j*DVPWTMuGCOSPRYbjT3vsJ#+HFYuuwl~lDYaxJWa|q!lU@)E|Yqmy&3bxSbl$o z;^a1cV-YcG5uwD5KkDK*5th(*E9Dr00{S-4zVb@oGQEW5WbcbU8g9slI^=dc@O0XA zJyR&ZUnB_xt%@c(mcIg=j{idH48c+~sjE!poSS3HmB0K+LvIm-lYE?zMNCS3aQq5e z$mo|Ua}9Y+G}w>GDNhXw0G;tlH7CowAJZuk7I+^lA!aRcQX|>Mf@a@pu%qRwA0w0x zw%RbsLdoiuqjwxEsMFX&{d0+AHwbbTFFutG4Rg|YIaNTMuud`xnbkCTyFQJh!cX&= zR;9n7fDcskR7o(?kRdyQ>|#SDCm(TiW; z24i%F{{h_<^xqmjZlhY@14FnuboSw*ZDaPDRCK|gJ4^2Pe$z3~?VquB# zjv0P8A7xvI`Z_K{Rf}1|It1S$8Xvtqdso7;q$jjnPt=LCHh3qRT7xd6Ur>%XJpXS* z0FHiDQ3bo#?wAMy`Bx7iyTD&ohNoYY{Tq|kX{%mu1*O#BgkdEhV4G)Ao388zk zz7K`>2cFCGP&ot#RrP6>pFcj>(*M@|>=>||l`dE4p?8DnnJ4MnSS)qJI=Lt6CDzsA z_Q@y<%#sJzZ(&d?Bs~`;4XGq1!j(M`?C;yFD`*52>Dq?YmFwYTPAwyz+t02CeESKG z-S{IOOI8=~L`3}b7D%uD;fx(EvyHB?wvzG}u*#M=8$}F3<;-FHtR$cBVySIdt4r}Q zq&Dij+dJzj)aa$0z_`!(uZnh_z`c&gp@Ub3@BOrT2ZY%sKrlB%>$ zxHGky>LS_Ay=%hM4HDj07_*c(3p{CDvGbqx#^srvVuWmo`8dl{!F4!X}5%b>RBdSvfueHVgG0G8!t)sxCjF*N?qtU##bfrC**pn8%iD=1I|0xq9+_m9|@a?Pd(r2 zjgA5fW-3Ai2|QMJ=lxP*Ds)Un;Xm7)+v9)mXzOPczB9N_GV{TzXY!aFt|_fs4u~H7 z6gI1jB9{w;jQhL(gUHq|@|qA*h2zKJSg+1}W_m610>#wv=8HBUqZb|(&&Wyf#98AbLUT)Ux-(ao}uANeP*~+KI@2i5c zKD~QdtQe?^@;>_QQ)7I1CD0DzdubQv^)z9h5d?YE=XKtEd){z`luIPf^iF8s%>8`Ltq?N%k`DsndUdM|d zcy!7DQ4NL3)P<=O7qL7Q#V?o&oTxNE7*{^u;U*kM;g^)9qM%$V zBT6GShpV${MiX<)qRRw^rz%xG$UMA%LjWknZxW|SsLtpSMOo}})y62+$giUZ&#DKB zI~}E%zayqpE~SwADn&2HuDzas8Uq>-4beB~3H?dnD#i)T4!*KLHby2qz}P$@l(1R@ z$^X3_5IjWhc^}X{RfoDS%N%&q_Wr9ALx>TBIckuJ;zBGQdbgT7LW)?0J1}s&Qd=v(azcLeAlv1*W z+IUo8T9x@qoEW0|ko0aUk(Lj{=4HWgx46gVM+5V7kRiE19@<#Heop^@;N?ReL&Yk% zg(*-;NdL|TZ$~)%H5gyxedhd$b-m20QV;`TkN9d>{FUJ8R?hAkBWC^>< zU~~$*n`71BNIDmn2GNckxQRYlvDRaqTA(OPolDy2z{=S25N9TWgU_@rvjD7$a+xX- z+8aHCTkcwuT=Z4KQJH3YG;g0v(zS+-rY+C1RMGNN%aFEr3Q(U|SC@$nx?d7%apc+7 z;WnHFxzZFkYsR@43`1Wc#?GUBE~4x$qXmdD3viK%nZ65eIs1O&|M{VWPT{WG1=Kq# zBel^4(Zq?8$}2?m8R-1Tt~gU^FF$#nM@L%7@@c36Xh1@E?Vkdg&F#A|Asp2s5$PY)r_=6_~<7jqigQY&Jxt_#)KJ7 zP78ewI_qdNqUjFXA2jjnoR{Bac%J+&zceOqK6{!OWzWs6v`xn`PZxCmHLZ^t7-ZN5 zCws_C6kB}SkL>fZD}^_1{!c&)+(y9rD7ZuvsS@%e{b3@>;JRP-r|g zmAHvFUp{VVw{-Dj9@%{YzY+xu~ zy*xFVaH=Z?F>;=?U^+)jRSev%E$=T`_Pbm@zDzw{3JF}lFqnTFQQ>|0l#?f>azxeo zRpF+FhC6pWMp7x2Q9>Ig(1o0fw+>7k`oxa9sJw*ZV*1l3GnIHv|=IrJX10>Y6PtG7T~*is6( z^TtxB^#*G&v=!J}vioGxd=~Temh@RR>ZwLe=^~rqHoBf5U^h{ch)?`7I(Yh^KG*QR zu^XP14aJ9CoeER!S`Lqta8iw^9xsk>E{7w9##fi7^o5+riHa07srJ^-cTdG2-=g%l z@8wM9w`ZlyoM+!sD$nwW2^Jp}H9@lIKQ-ppvWKk~$w`v>OCM{acPfL>j0RJ6&mS4B zIQqCRU8S^8CxGTt?u`KtOxwDI`D<~o)|QpQBaw6znVu>)>e(FR)7#-xLm)0*X?A_> zAb$h2o&r6#l}Vk&wcqK6TQ?Pw+x7-WZ7mUCp3h|K9b1$2`6(7E0d zhNQb88}-^Tg@8=;U4I;mlW=@=ma-fjkL=Fq1IiAX2q8Ln%!WruU)dA$=B=!HdEoQ3lxV6@8}7IoANk&xy#lEX!&)lK19V9(g$Qs*Y8?VnU=~5Pcz_=EQZF63 zp~B#YA{(qZ#KN3>4g)bKPt+aN8hQ2?8{q&-i(+Eq&NLbMMcDOswnDO}yf|7kga-1> zJS*0lJ3vDguvZ8u9<{B*xOGK-7z+823nXc}UkoMvN8&_?CbWoE3{daY!1KRMz8U7m z5il@5<$#1pWybEkWUNG0447vzYXufRb}9TONox|3NY-e;4e4w$wcy>o9T+Tbo0QFY z!|`v|wm!L4ZGvRH1}>mMgU3=EMm2g1-Hi)gik$n-D`L?yVkI1Wr~+b-=2F=y-P0O^ z{y?2_T^fcQV4C0<;_cY|_*))F^9G!6UlQ0h2Vx*5`JJZVK5TR&!9sWcwnTlOqie`aPmg)`3D6tyTTx}|=!hvw7i8Jbt-z`g`KbVMW(8W0>=%_$@ZQG?2{HJM7N(ydfSFLf$Xl)72r@d5l zC>2Lczw;Pef-r?dn@HaKR7OS#Nuh-rk&6kRm!xuQjWyQ5={zAAAy#AI_AB<}jnyYNQ&Q?B5>@WUVW&MQ<+|ZcB-SAtsU@WRs?Ho# zGa$!oM)R)tL;$<36F1oQy=w9jrA$ZXDK+z%+2=*%gvM1aaal|s(;cbVVm#XrAo?Bn zpn}sMJva34+Y$CJ10S^iLY6xJ$f$g@MVJiTSCaJKm$y6MO^tr=$X5H+PV(CN3gj=d zfo(j%E)v&i98wI`dwAau4}zFwO zg%H+*TBDg_c}lQm82PixJzxqfF{_7KZ+(HxAww*VC&9r3c1?B+E&csGPrL|*irbf~g2uQF&BgNu zb&8MN3LdIcx|o{@J@GA5F$1i!yM=7bkP5Z9RIg|l-w&N8l#S9T2m_L`I@2F$J?8%I zW0<1+kT-;nl?@Z5gk`Zo^av!B9VisP51-&GERlDz-0&vc@^?ce{dKUI&zufny|nI= zo<15D!ieLy%k?(5Mqyh_)W0dzbE5kr z-<dt1pT=KZ%I339`K-wi(qwyiMDwjQ&)@ zLbXtAVKg>=>s_)WT!(#cQ-)Moypg&%As~R9<2UD**&eor&Iyl%dpk|74Jn+s59Cz04;VoSf)OwEJUy^rg8YKdE{Ps6U02fPu$3?CCUmP!Z~aw z8YOG;(5B$@x?kb_RqG^GznMAyTE1N*hajQas)_83w?>Q*<8FEedkq}dYT8vpgs#+0 zO#_S!Z4rSnJzVDb9j)*AP;cD+j+1-gd5x_HiOhgYH0koC27wc%8lVn#Yrm+hckv0-6%!R4)LVcvlt zQ>gl&dB~N_Cz^9V#e%30w891VbIb?Clou5XZl(dQpSM(wV zd*nbm4r-$r6Wt+#AGixEQ)JI4N=@pS3}nhz;$gk5e`)dzuQCT{GW-VGEH9YTQVQzG zTE4QY)@x(sUqANX2yvHzQ$xyUWa@^>=nm>@eiV?V$w`~hZ3)z6Uxf}s#Pmb!CgUd2 zIB)*3%Jkg)CrRDRf;q{Cnzvst6QQW>Kw+Z5;W0VNNq}fhStc&FjIXY}uDAe7)za*< zo_CZpy?2A~whnP>*-JL;f8<_*21lrLGRK)P8>!|`Pb zvj?9UBX0+!{fx&C_a)#N@`6zByYXJFZ&r;s!Nud+F!e}X#_^w`|5MGX*HmMI#*}8rU47uBx(iz;&Erl zp4Wc6Y9%nL1g*&%5_vK#+A~0-qdxw;yW8`2jei5E-ABL`f_NX7K1X z8ys*+r56Q{2JwKfg5P<*5rmmh+dFiakdL}kDHaZHoLPbroN{1}n7$Y=?dzz# zrT&Srs-jWvIddiP`8gKEX@M{$-d)D?ZOg4z;cXEoS}m&h&;OL@>)rubY>0FwdIEawxyZ?; zrl3Qi&F|laBk8+*`(U&7;n zjblVC{+4UrIa+8@WD2=18m-4Mb4X7m=_-lnw;5g~RCsL{-#-88(T_bf1hxqSyMtf% zBmCFKgQ`OgOa;j8xp({H?Uz5h2Fzq`qGWdPJvlY_dbWA0bLr7-_{wR)^pN6#3?37V z2=60N%fS;38XcR)g#%>-8E?JVSUY*@+Wt_gA!Aq z2HCkGzF~JG*?e)?e0;@ju0ZZTj;bR7z~dO;tCD=*T3$iY^R>*y6;u5E9?S?G`M)v66!>e*o7cLJa0wwl~F>3_E*Z}0{sNJ<951mmb^ z%S-tz%8cEqU8JxTWuZHaYtQwjJDu$?EjwV9DTEaH9EHligHz?q35n!jKe2Z3wGG}H zLy${)nga*bSq>JrYoPT8?w#yopU;{NsATyoz}R z6{W!|v8W_Mvg@T8CR&8`Yi|2g8~uGRl_yTeW`a52x)?U2+j917pJB$40ANI3GuTd9}iW!ux|(HLnn-UBr`B zmv8XOGaF3m?_jZnOj1e&t z$r%rAX!c-H*Bo;2exh$&_b`?HQBa7g4|tRjLq8$<7|8{ARma!|6i%#x;da}&j94`1 z1xGCQut^XihWk&9$R}BLQae<7dN^>lJt(J2(d11N^Q_xyOLXK1S}GoH<0i@KT$ zQ=H)5;#!J3d^hiR#yRIl2KkdQ$jH9;UVE)MuX(8XtS2hvS=npChR})d!R3UPuIhaV zE1i_*I?5p_CTlG%mC;ONMU&UX4B_!mdaLx)Qv?FzF$1PEU3n*gw{T9ZrAY+OBS@|KcA#;r=e3+ zAS1y_KeDL1N=^!c4+u%E{jqPBTf|NQq_WGb_>yw59^4V@N^P6yfzflt*dB$HtDaZp z{q3zaiaVSXevfBx5{gkZ$O;}g*_2jF%e&i(OuF}9W2?7{$`oi4tq4=`pDg($?ZLaU zmN~b(?q5P7C?dE$F?t41+KHs~a+7k!T>Sa{z{uVG#r@sfa(hX4H4d7(zeonfNCDIK zS&)3eqaM`S`QntHB2v^}=r4gtq6&0qfP1p23sCC`%^=j>AH+vL0VmOaV?&~jr2a<_ zD-P;(e*X4>bpSYO=;xJk34mS#%-HygO-M$S2Frts8?crB`CI#pEm3koFcddW}@MdFvttW#5}7FLu6@jj;+HZVr;9K``wMU20k) z@FON;q^LRH3tOB9{^;vrSGp2+#P`3X^V%O`49f~yfQz6e*;zZ%*et^Fk_jQ*UUSBi zpxJSv63N5dQ!^2P7+43TS#F=Q?24$BV4OwZH4IVY`LV~%QVYL%JxutzkJRH<&A;%rx6k)rto)h zu66aGY<`qgUtBB;^=BXIAKvjP-M{RbLp6%g7oG4DE&2WN^2Ojq_E8Fk3{($anPO$`cXbDA`bFYhdG}{eSC{oZ+y&tN3&e}zAro5}->DnJpU~1J!DDR$tIis$ zFaEIK%(mxgT=Os-P}~C;2LGdbh|WqvM>FqlHiiC&M+vE@;C`T9K+KVXMYd%cEP!Rg zw8+m_(7r+A1_o4;{^=nQuZE8s06t@38nN1dm9hE9otS01bPialrkz84BXjH!?<-kZ z8};DRW{cCfuT*$lu&)|M^oYrsul6&Hp2M=FkX%fmAJ*j#mQpJ;+UUXpx-3}rKO7Vmwe#&^c6G3dJO>bi#e6=|BcAr<~o^qMoQG#%lxmRhgXI>Hmq zP^7X>#@o#v?8ke6e_F`vf@|F|+57s;g*Xpr8*B^AJRoK8_{)UB)Q6}11UB!7Ec}Y8 zMN57(>GJ$KPT!t~K>c;tr60gtwnHHCdrzUhWm>>ls^bvN||RBG@B#pcpqE z%WcXgtrM>LRZ6x42d1<}zaP_1`F`Ow4~F2Y^a3?#@x({!zj(sB0WQ{~;c!)(z{P5N zVws#`Y1yVPTV|rMAm(j44~_!QCg$N66*hn{?pMp-QL=y?287kF07}oOC;D|K=P#OJ z1D)2BTak*S28K*Dr|;!JqIGI!=0T7xrTZE_u;F|qpSo!<(5Su&{5`7~xJ;>Tz?l;H zpdz3@ycv8`hd5;=vW@ScVbuLYro_itpsPE(IV|`3=Bh=9b2AtnvtwJ#!xoO%DFW5F zNWHy|)YD;4YLQ3F%oYTN$@L~=)f&5718 zT;>Jf(~9#kCUgfh|2^z=x#Iu!Z7R+Awwbs8!#9H)dLZ!b%QCNC)YK3-{3DV-cCKl(PKb<##M&e74am3tSnKcjb4PX_RFI2;;ZKY(Na3wa~+=0ndN z@aYS_%lm)*q=KFmeKp2FKOU3PD+*ZKwbrv8iLEEO1Fp_He|ma`#73^3RZMaxfH(qm zbteSn=)4hZy3IvNsB(=zX>QMX2wW=3rOy0{k*&gqSc@PA(JnxhMXZ$37h4QX14U!F zQ)98jsi>Ut17<=jY=Y!!a)s#@lcA0u8bg>uhhcnIQcCJY)QB4@#=E@z7#c^Ai6Z@( zhm?dKD=pxJIjJPM@E;tLRKa4!NXfBDVTBdul$S&HE&-n;BQso9gcJHKC#ynAO~1~$ z;!taI1~Bq-0UOjQ>)*jTVCJw6SoZ)&c))}8sY*?|<1|BCM0BOaT^Xnyy4F+}Ik?N1 z_EKa-T%e;H=e?C%|K3mcb9)ccd+Om2=Z)DQBKO1d$M|uYO3Te{pu7}rcExj5kM`}}mixG<%WQ$IzVi0Z%dSP-!u7BkojL;X z_L_yvGO%`4l6%!Ha0eH=yI8#m^F8GJ3=Fwv8(mnbib_-_cJHnaHWLBOQWJ%#E#FBS z2+e^-J&+~{>Y-m-CQ%E}m9>e;tEGPW>^^c`93?v|PsQGB2DCjr=ynSn zFiTLI)!|8^`0%Q)CnZx~IwDq-k}06Bl?iS7T-+ErBR z-*|gAFXXs}Rp*Ag;;EwrG|{b{6#kSw4~E7NMA$?NBu5irG(5k4u=N?&#B_XjVK2<# zZr>5Wsp|Cte{|?RR7?R^{mH z=pR~1L352dSKrDKgr+P*9DJSNV)Yeb?W>9j_wl zXh;5Cm^Ff%JU^GJ$RP9=&$8Q{2nZz-_3? z)+pSx(W4J*5Rp+|n}V5%$Msk+HE;cnhhG^6ENlm(tsVu!xvgIO+9}{FMa0WY!}vie zq73i#*8mH$j6jyR>>pEo=%u@Ikr7-F*O1=qOubcOH4r1;wp^dP#)VmrK4Sb!&lg$K z66qwhwCj4<`AUqhb?k=GH7lPEfKjAK)f z&dG*g3@#wlXD#qirqFtl{k|PB!<)9uCe-dAaoa_=+nQ%8z;Wr^jEBCvJsAgKKdZG} zRLq4+8pu~2r&1)p4+1z^vA;egTx)pz-pDjBA<`)*CtrWmm-!$6Hsq1KrWZr!*Z(LK z4+%Hlp*Q*SOru3h#!`)Tr;C!dXF=9ZZE%kxs<%uow5Q=ICavEc7MwgS5GT5giymcwnYRlsTEZj|WR z3zd78a>Y`y1+8F%3coqpM|xrQC}Ia%Mv0o@H^Dw1C@Xp_AAv#ig``ak)SXAU^`?RA zti^d-p)H88nV_2h9fcrL=_b%P2VJcZyR1%l<6?mxyj8}6P>Ffq+m#-ImTWBoB)v|H z)=gt{ z(LwzAYCC_n$&K^dOG-00X4t=gqW>P8sDRYV5 zU_RYB`5S1Wmef+8-r^eS+O8CkMzffXY?XfXw!{csc8c|*M46)S{uawxDbPVpfPM+m{L>T_Ucvm^Pwb>Uc zX`BGC}a(xN82l_Re~?3H;?9JMRl z8EZ%_v#&{Y{{=Db*8DAgp$P=!(%xQZ6_U0*6=e%eB?}N5pOl=Qauw$Kb&V+`9TyG1 z_UHC#L*1)yS}(XOt8&#d8XV3K$!5vA?P<_KcQn8%va!OuSyC~!P@0O^J*l|xT~u&k z0bt)HQKIun4#{mrg&mBPY+cDJmbq{{DWjaZTmJ=esKuvgdlkKnf$RVj3~)?0>pykM-M7Q!)u-LC8;i43*RTWppB>CQv?+n7 zFZN-uMPq}}H|h7zT^;OPpEp7KV!-5Q@y$O#UAPe)dElFjfrkH$$%aM#+L2JYi;k zH8ceDCgf3%%O>-&v}>LpVKkXArD0nX^9_1StZIFFtc3w}!e=39_q`N&dzff-F>Bz< zgs85C{bfuU^#0j-;6J6HuqNg5WG1z6V#?4%)F0TNX$Epsnb_RfIPw5`Ve355hxh_; zWL(tG01=|+ctTjZ23VouL5p?UIuYk8EG!C~U_f!XrpyngX#Rf)Jc&j=mj+^;Zx!SNMdUNQjW{m}|)eTbP&V1PUhBZ*33EY2p#@boaoxm^IIQ_`v}bWJ8lTP*xc9#sbhC4)?!~^-ITv-%(ia=h_tK z$6VVL+&F0QT@dW7(JG5U{g_W6C3SSB%VSLQ{DGD_E7qgSL2-NokPn}?Y8N*Bn^9By zjeu>f0#+kK6eY&k`Xkv1`v8-4FC_?08locr+HXzbVxI~%p(ZM+4*FcKy!MMbCr(D( zUn*SiLt;|Ti?_#U9&P8*$}fkQGPNrjGIo1xI-k`Y-xMH}&rmWhIdS2OS+7j^`3~(< zvtGgLfW{xNXa5$K```Lr#A5(}gfjpssqWtc>+ySE!FflrkGEryeAjz%(D~pfke;$g>X~| zt0;MP>%M9$#b6f7>8Q8nJ!(IAit0r97n`*p$ac2ezUgGdWwZVAtNh-7{ZT^ZD8+ku zT);xCrsu;J0p?grd+#{xZOU>?8q~%i@N!6U45r!BrA2d}CU3d)O6ZjtfWZkp`X;5P zE-;s;FJpx?AKI;@Bb*aw=mc|Ocnf69- zjkqGe$%PE5?J@1phIsw@pvNXhtYGywF1yx{CUXh3kWwrVQb&to4BTV4CO{+SV?6lv zu&g%H+Dnxl71{c$6L+w*bZzU&c9&)wJgsBFIIF;EARN_6uC9OoHJ$(`^ZTjBMziAJ z1lR<<&&!`DRV{ z)vu2LdgZJ>yn%|5y{{Aac98kusVvl-CKG(8or)}BKCIgAk48XnZ5Yk8Jqw1FDkM6c@tJ{|fLu2kBtQQO6%fTjYfz+m zbp5CJTWGeBbD)D$y2Byt0SXC#B<_z=TmLr3qPt~@DN;k_DZNiB1KC$sSG5;>=s!kK z*C&lgagnHgUZn10^+RSm)5*!JzC~EP9^h)?M;*8*dtj$E%3A$=Wd=6U!h$D#<#j`7 z`HCXFie!J!qsVy<-8IL)&*0&=)nVWs77`6pBa0tP=xaD#1%d5b?J3YA3gr2jh8rcJoo&`u!n_x$Q()0_}F0Bq<@CEEUYa|67Ysds>%+vS4FTF&P9)0c-r$&oqgF9$-&O)`{+$aiR= z?QhJ$UBCGPn4H5`)sKT*sTfuO*ii!EZKkP$G7h(f35+g-02wXLfj^!_wS7xfWRaNl zmZMfJffK*~`+kOjwgGHsBI{pcU=x*=h9sK*myXmIxIF#_Uf}8q#Th#n*sX$4lYgE;t}3V( zKFes0P5pFp0PW@`+Z)5mE+G85Zey~DRM02$E#X^DW;UoA`uER-J(K*%W6WdD}`mdnrX;PPZ|SGPNTn<<}4MQUbrJCNp9}Q#15Y~EC)=QTu)VD33iYQmpzhd zyu!t?mVVK(0?3!X0>4nO1Jj7P3PcG#*Yj#|Vx}muzpV81t~hRI`1u2<6u=$*B%cpy zAq-14wdx+{mRkm@UVyq;UmS$6wYB}lVt07P`UluSt755*c~k3>mY2HT=a%b*YGrL z3nF?x`9?ADv$D3_9k4oss>&fb#6L@VkRK?xeiRO!XayfX3j8X};8@_36`}56fk#q& z$k!88Mfo9{0lvrZ>AO&fF5jn--mV1XTT*o#G}2tyuG~x635!gchA0wR={J%Qfmm9F zr+*mtY52M8dvFgMr@VQ0haH&y63bCwskkG(cFXq?t%@LNvjO+sTy0jl4m zFy@~{Yj3@}xeJ~^$u@~I^vnLx2+%wu*yV~vwZI)2*(}LvHT10qoU^cEV91RWEVmzD zZ=o4KNRUrbr|jQv6rZ$U{$%o#TBzX?eoG0=XZM>MtNC+oef+w%gIs?_W%=s#!uj-um&$A-zg?9DlAhUP&_Fc5+gn=M%*;;c6x9qQ}ui zy62uLM@cr8z&oyEXBo{N~u&TH2|E?*!|JyMP%_uh<=EKD#Py zRJh6!4JpfWpNv6Rj%mBLqp0#jpuj93dTTzybe!Y4Bo|r55h8@6oSQ~?d;!wg!O(yp zPes9FXLhqBIA;QM?F)mZBw{4>9?kL+gzyvuU-cwSgugA20V_PyRGJY`KJO2O(;f+Pc@WCAnC0+QT$Ei5!H3(9*>zc#;$ z1BTA-XX(I_v|P|}KCM|Q&NBe9GJ?OVYeObpzh^p^04stPb)X>d8s2Pd%A8zqgbYd( z%fYbEDvH>#AQgJZx^cm+qCBocjC?HnE~66xanNIo0LHE~+b3}e_v8x7p`LzKRAC`U z29N$$vnNA(jeWBoa}t&7u@sytG>W=IPJPJ3Q!S!m6}_rDdhPNp&LIvU?3ALeh@Tw# zFiF!e16}K|*K+cU7@Da3(s#BiRC^wQhT9^KsB<4U&j8H)?#>4w_;+q?ZPB~Jn%oWy zj~d-z+)j(~m%xP|fH49!rafeBLotwj8v5@D00C95u-jE${At&(xNpW%l-ZxHqR}WV zp2lq*rKtr!S$3}QPM%l@ZPy9i_B8!1O>-|zY^MUW2oTg@$anOU+=u|AuG|lN6n1)=}OX`ZxT4bE&8C1Z2lhc<@gu^h97!2FPHW>t1 zW3dcaFvkzt!UXhF5aBOx>DRRC=$HU9R7w%e&7;FGo0oDrcmSA+DK@m-l2uQd+f^EU zb;^%1SxL7qP7wCyhPUU=q~a31F2lY3$6$>55MQ!Wj3ZAi%Dt=g`6%EmLGu4V5OXHc z>a%w)PzY>qqb3nJ*2}8;xsVS^`62xnx#^J8WNxF@a-3BXr$D4h&4*f-VyKud? z{JU5DOtkgRNI+em6(6uHDq-qYhi_lM;pkrZt|C#EGk*O_u;X27M%!0 za^7x`vue;##Kf^+We=v0zQyZYNXNhBwBXrfFHW$KJ?;e%5mJ~$+sPz3^y=}+p&{>- z8uw?hi|A3@{G6Hx@uy^UQfSYQJURrr>T!nL0i@)MDxsN{5c#}Hi%UPhlNPrkh_JiF z32Hy4uUTd!1++pZ;5Q_>y$9-*Qsp&g-xHQW1PYofkcMEm78Ym*ILG&gvTNLjaho{$ zgdO@Mo0m+{-0O@)rGS&=JgGV?=V$n-16X3Z<*WxpTXIC=UDF-eC_-xaJoUytMsKAQ z9g(eD?KP@kN6_zt`WZ`*ZN7CPnoI1n-f5QE>TH%#UUa|Y@H?fJR7YlRA46**ALrA! zY8dLm`J>H*-Xwh$I1CRn082NQ4|B^n-0vL!zJ2hSnN0!gv`H6x_aax=wBN3Z zA`rykDI0wn4;;36zt>BQhcat_lsOAsKM&huH%(#0dFvgtgZX5^I@Op*86g{QJc_JP z?XuYBT-G6FT;s^|h>T{OvvFE}dyW@#vLpD(y|D zWOzy6l86%Aqx^c+Y7s4UOC=lU_tNW%U*+bEfyJ#xZKMIU0bdw8*7!j5_H-4y2;;0- z*+Wsyh`q?J2H8E4&kkjLM^gt+%qGw$IFvgLJ9;8=4Z(p0JK{Upd|LpP0^X)LVRZ5+ z-wQl=N$B>7z(o$N+acrq@99gcZ*KU5`N_>A4Qn1fV@J7zHB(Bq%{?S+13Py{%(5U^ zZI4S&qR4kgSiq~#F;nj4Kmc$pnaoB319D_@=leH8vVU0E;HXhIyjni=Y*LUbo$JJ&ZYzMz)EmYmsT&y-a$NevN{S zRB*0=Wi#me*+aU42@nE9PO%7#0gY}}h=B--Y0cRX1Du4CQG^h;i(Tjf={8zbD76OrpB_Le=r5<7M0l!&SGMoRbl-FYQJaQ+9C3FQ+MINS09dFq zFPd)_tT!;|O>X;#M|#mhjQjGbofu6omUQJyO~^uAwZJ~U?=AIKHR$299As%8G=~a& z9sLq6@b_l{vQe1ptfLq?aeVGcalwV!0;rJzo$sPp$M|Y`C)pB$G0ZPzJ(;=+feFe= zWT7jJD*@a1h%EFEXFh&b~RiAUPtPj0Nl?mw}MC3I>gNYKFS~hR=-7k z2;`FiC@e$;r2nR$p4{g8FY@uV&3;q)^-1iSIrFRdvBa;?@&+l7lfn;i2;Z`oP0WOw z$s=o!4`e$<)bHKvHK{9i@47Z8%nds3zI<8?~ZK(3K^d5MmXwO3=j8EA?PbffPU&0ETx1QEc{j1zi zBW2rTBFwGG*{u_s0HS_|q$n=qozawC4h!MnO-OZKlXQyxuw5?Sl=Sr36?k8)LIZf> zWJ>oowKVE1MO=oF4b)VMLL`iGlVI%aS0Dxhmqqu8P&_q`oJ4bf5nb zL&Xir%`IOv&Z%Zf!B8lkk&XJ&8uU(8<|;fe6jy7gM^Wm|Cv)icIj;JyOdTkf&zn=y zo@c0_$pE{TACNM2cL|^v+gZa-JAb}}ZP<->C77%YLy$S0?``9mq&Cum&m-@?HI+|= zA?^|=J(ClCuU(!0%NMuOar&7fhC3FiZ9%yoYfEQTm3&hHz#TZ|5~th%A)d~%(?1*l z@kmn(l9XFzm+&Vr;qFNTOB>r6VqN`n!jG>JP#H2N2FK$`DY#5Ba0CUAhIwY*lCM>k zD3#{x%9V@*(pNP_;L`B|Sa=?qEiPr40A@W18j43Q;9N%m$a;XmqAC-pv~d7kV+_FR z9`tFqjBbAyenr#DFV&pyW`7%?R{W|yg*M2iUOYg?(TJ9CYIJ?FR}I~0{BjeZ zY+0I9@&5fNZQjE4E(kcaNWMyn6Z#t`+?|+`h zq5h^~n1Z$olDKl{`oWH3=1LBpfM|cD97d!tLvqxy4xb2)m9r?wKb1v%C=B0{y^ZO^+6($Tca_`a z#}YSEkSdJ8r9LxJ(R3;KiB_jMP_1Y$u+ZzQ@CrhH^tYEKw;Glt4Ve(uRE}y=eLB;A z`dY9Xc8HgG->==;F>*6F()>s4Knc1tMA~c_z8Efa%$)kC6V@4>jLp2f5+h2vItAiA z?+VZj>)7S#AFsk_Vh)rs>+h@&;+h;oGC?=30Yh=KyX;@D7#9?(|@6x8Lj?Oi&3KU7$0xmfm8ykUx0qeK)Lk{a(=aK zDY_N@O3FT{D=0p;*aVx%jlHfVxm5A*Q&Km`M;R;$ZS%yW1g=!PvYX1U;0b(z7l990 z4Y6^YyL(D3FxpJG-7~2#RKz1D6N8qN>%F4UmzVAjI-`ev)B~FYP%qCmI5B2k4w@(I zr+q1n0M;d-GJ`UK9waRngXUtLKY#wD*CIQh13oe_i23e^biZ5l+1o z2}!T|r-UB+We}CnoepA94Am)S;G2H>iaDk8C{0@+gpvv1Rj?TqZbZ<7dnDVVQt%Hz3ulQf zq*>89+f^NnDnQ64#VoDwgQ)`(U#F#Pr{oI;t-ph7D{wd+BhFUiWPURjmOF(fPCRw~RB4?0b2j=Al2% zDi!{7%Kup~w}~=>woi1NZQ*wz#u-Z zP5soqNYw~#ze#AcRPFpjFMPdT{Qd!X4CHye17az^%;1Ruf0%NC{1?Z*jF$x^6{PRR zjMqd+hkc;j|K7d#>1r?d()0>;nSxdlXrzG0ZRv5XoF|J?maCrG7jpTMe;OgZ5hMA` z4Hy)(6xH;(|2>iR5H`NDEwDY_=t`}g%>Pjmcw!worx=Fb#kbYOva^W~d{YFY90BMb zHIvx(Ar#zZ8Mj~jC;cWqzV}w}n8WnVeeWWm42F=S|QSu`^FXT0e zhZrh-`g44+)-R+1ln;|_?vigmjYgD^Fpn>uySvZriH7y~>!58{L&2v7%eFcj>^l+1IdB)bb-r2Z?UuKxtpYkce$J@bMX4G6s$rcHr2+XXLLtf zrnGv;dBfT-TLQNoNPU!m*Wo5Z{CT8k;^LhbnWfDX*)H^M)BEyddYXl#qqI?Zf%c7H zW|fLv7-75^XJF>(WQ^ZS$Dkjem}Gl6b2203`3Cl-J z*y7G~%9M(6RwjgtTd9JKYhc;)kD5>WBmVm~7>!#ZS@7G{674WzpyMH0_CJ%6r79Q1 zw51x;Wq?5085nl6#Bske>n30sBt`NWK=k5b9E@uM>0IZ+gGgg#8a1ac83svlUxD$K zKEfvXsFd-Yna~7aCTD&8T(}04@Y+mt9yYYEIE2F8+Xfzt&Bs89pT`azPninU3H|4I zxsyv#^&pqxif@j2!uM^wBL{L)N)w02yi^VmpEiLX9Aak@GzN~FMIlhbP>tm5_g z=7{gz@k4ao{Ll4YjG3PfmRh{-jx&A7r&~E82za1!lxAA1c%*u~^WdOaMZ}M#?Qt^K z3bN3N*E11V)jFKYJ~9<|k+2l$7b==J2WgGjJQ&?ChwN?3GY3gyuyQq~hZa_2#5ngm z$#Nd)V7M*O^W!;DmLrxH>H2ajQez(d_%6HGy#B0}=a9Rj^~<2cw|=?qmQ3%E2P~Ar z2XZsd<|N(~rl8Xw*V&Km6{ALeao>c?!Om(&ZAbK4?-OUI4hs1cER*uy6B|bNCar)3Hx5aC|*Q(|MK^nxvIqEeUEyUo1V*MoxkcjL^2%J zy*Oy)0ssUZlVMvL3h*eY0Q?b0w;a@K#rU$)x9R0X8gepGhY8W8;N_xlRxN8&^6F_3 zyB4&9HK0-m`Oi!?Z(YlD2~CaK2zXT+hW-m;pF}&b^svl#m0Cc_Sxv>Pi0Qx!e{sfI z^C}+mY{nMPx^MS`=Aol;qO?zI;2+<($Hd?fV19LNj}qdftLL}w%OFTE_8#uEm0Z_C z@EBL8!JSk?^%D$7*Hg{Q0OL^;#yIg$UE-YFNN-h8L`6l+iI22fZ-@b5M8O!Wduw7{ zxK|+SXK7eu{l{yP^cjI}j;Gzh9Yq2|U;=sog2&+S#R9LJgs~^N>Q|b2fKXTu%OQ0n z4>tpa$%rs|%F{G;1~6{U1|a--_g`(`mSpQJywSsUYeyPzRmURp`*@QcQJx3LTVfE| zhH=+Y^D_@IghNqzF0dHRPZO39lz8n=y;rc^^N<8B*_HHporas$Jiu53>Xk?loBBc7Y&BY^@T?myy3`E{#uQUTX(yHPB?0T~)LJ({U^#JH0#WOXdyl0f*1 zUE|RQew>^mTAZVx9S;CV7L^`eP!yI z%y8N7e3KPs1n3op61z0)fKGJVLaCCXn4(K@szf(ILuHW`jGX>BQ$6wAd7zN|6t@!i z1rC*n)1wCdQCyft23_Ay1pxD%wi3+cw}dXl#0 z4||o*GsbN2B=-)`yXocT%(F`(llqN(!6gKJi{eO{4APbnN zpieJJd}p%!x^7w%`s5izoujtC?-DrF>}GibTIv8bq-S?@1!+@|eSD<%Tn;}dHUmU~ zNJ?;;Vvkt-*y?b6EPj8iRCpj_kR^8BFye9``M+c@!FN3X^$tnpiki0G`{ICmNeB~C zn*~Lu)aumix_nQ(etuV;nLLEuWE-sX=(x@U(!^VlkaV5pjOa@zaJuGVWi8#WD^CzD(Q`XCh zy#tqh_f=L7U-$T3ebbwm7G7{Ve_D1otse{}e%H@%@KVhM=bRqLmnu(p5)dLn((CLk z32N%kMFO`~P_V^_v-<2?qg0Ccq)md^TqV2yFlT z>wI~fJmQr{?r<^kz>BduXab^)OEn+jr+=EBqO`}4%7DC7u$IzXc*^mM3acMwvDjX4 zCGg2!@8boh7q+rAd1{KmCizN)dPM)I0u{6djISL#F`0b1K6TgeMSx+`MHeB_z$npJd;dfrgddBo`zlH;Fdu{wN!}DfJW# zg#S+D%kR_#;f!AOWL0N`Ww{E3#V4-vN8*;>U&u2xn`J*i*fd_omK|;Sx-xS5+!C>| z2aO~@ zG+YPyyru@dQ!4b@Y2#er)xwKFLT=khdVaTUEF%?Vg#0ld5S;?V1vTyS6R$2-8+y=! z!em>|YRVjd$V36#h5EGyH(vBZB01m}<2+0P?%uo4^Udt@*Ecdm3Z6U0ydhTq?CqhCU@U(8DbZ5%(^_+edNA&kYSi(&Dj`=SQHLAg=qKwsx0V00lh6a9Cwy-sk^=SlldFuU@wSBudd^w6tK4)Jncyz|G_`E#O}yiCnHkeC zdjZ+CeimV0w5ky^>kYtaa+~U458Ib^{*a!%{7Y5WDq4hm8GWtw-Mkh%zxPK%mS4>(BK5s{m?;H z2{SI{pURAwxBm0}@r5en6%c%ET0G|QGP;qea7*g<8aY_cGQIKHzo?DN9xjgj(MzkMPm`67)7w` zd4gMKVvdVWvL@Oxg&qm?%4A7Yb*!cgBE+IrkUzxg`vtl&M1Dsi9MVlw7uGJiPKSO( z$_N-Gb%OSo!>;DAR$0k({naPYfB6)|0@0i$AOwkavk8F`M7`aqVb2NRVdY#lJigb8)5>JWay#cGQ)4$)6K=@m`;6g9S zIQvD*YhY*NbEPBGrHF4m@RtWyos;+#2ej|!WjApAm-b0Bm$_vM=@s@(J(ASx&G0P~ zFl3Qb3H9%&M*YVV3tM3;cm@H3d@bNLc*m5lO4O3Hf;VJXq&vgA3+K46)sS{6t|J zkXUlI?Z?kH1*$x|bNmftus>v?1NpE(w{dywELuAZXya5`O>74o*29vtPUcKsDrkwsledAb9aJDBd(|8zJ|Os+m*5iHF=!8=S^;?T7~I}*R|!^THc>GH zGKjA{Ym98g2~oj4_OQ)Z^|!Gca?%^&fs>EhjK)8jG=}*WvFB|7TA%HSH0rzis`Jf5 z2ZK#-@jEfMbUgodMZc#1_AA*)qxRk^B4-|_qiSPk7;^2#^B|UC@8>2UAHRji`0QSs zD(9%$rZDUu=*LO(v^+iSv z)V|(oRObGu-YL<)!F7UkLmmyDpEH<2(nP2v@)qkNq9-?sbZongFV0u z`Do()Tr^inxRgxQ2yCnz(mTOvant;n6t1-5H`Hj^9hcYJjeXqMWmTZKB8pqZ$MTwA z<|r`?Q!}tKQ_J|ZvIz~%wVIwf`M+$l7%^+YwKZK8+_53>U}B}lR9`@Masm?5Y$yti zl6_JpLgU?mYGfh896x$x4vooyuA({jg|J@a9g4tkjcN+tKXZ=|;gB{)0?iU)yD^|{>50WTGqh;Gly0(w z->QB;vXq^!!q+m0PX4l;O0CGeSBYE|vR6VzdK~RDm}w?BbQEvQEDA`<2Z-31EQy8P z>xj&KIgwHDfO4O`NG&y|-Ox%!8A75{(1Rtl3d-GaTKZia)f7?n%xyz-Zc^`x<(|&2 zrp)g0&GBt{$l+=i?Tugh`;Tw7lfg%1?WOFD6Mk2Zu8WK0 z$$dg74mWQTnu#dvLH$pkB+kcIO((bAP!5O4SK_;%Gpa%SV zz4J*;|A(iq3~ICMqHSMlXiIS@?oM#0xLa^9!M(T@DDLiFoS?-mK%qFn-Q6kfdLO4sb$MkZjpmSEgJ7GfMx?#dAn8sQcLMve7ii;2sSAd!HE zB!*x2G0L>wP1fd4=k*ieR2FNP2dJx2*qd(Ge`slu*niJ6UCU6V^K)tAYDepvKG-C**pMel{?Zx&0@OKXZ-Th*3JM}{i3yY&!0V7&$=L@3^wvgsPv1tb5TB4zi04+VK0qGl%c8KZ)RD^8mWp^ z)=o2mijN|=gBNMV-E9`nqByCog!R`Ytp*`b!NTsEQbzwnd+|EOfLk?|=M7lO<2GQ` z>;8AAkuGwa{CMI4zWR~-sQ{ofbkK@_@k*Az9|Y5i7z?r&a8T8mq}3x-!&TdR{{GMf zEgb(Mi#0F4rs2(w=5{wz_-|E!rkuk<2p2L9IgArE$z-^85-d+??fF$NVw6mwaK0HW z;lyu(zJSzjiM|ly@?Qz3Tf-zx(!{2M*gB~ai>pllpJ5oX(D)lX@m7uMCplu%mF{ng}t#T;)17w_!(kp}5PSjxZ`!2ia0D z@E7Czd5R@HvJ4BpgL73`^922n)Vai-mn4XnAR-yt<^<6%`fh81ZzIQ3Q}HAuC3Wnp zb_Q;VT%j4yGM!9mlX}U&H9B*16Wp@)t^V`VLar2r$VMt%q)-Y=8zm<&7!-EVTTT_2 z!qhM}MoRkrE|mDHL_rzYC`-N7VbOHhf2(elW~lO$lcAAYeeyDIp&qUi=T!P7vwm*s zA_?O_8ju${G*6;bMqj0GnaO`Onee6=Qj8M$h&!Mnj|M<&T6 z1hJ_h%Gww_?=Fb~v)Q!g(vMIu?NC7?;a6i{{bD|*)e=Ug>X4u2*KLs@D*sbsxc8(f zPaL+^py2uQq)Tn%5`kXWPmCljKfQPB{jPH84;_bCt`|t8$S$y=$Y_9GT$fj1A2MxH zs7K4qotUy{7+Vv@7?^%-P7Jc&CJTGy^cEIDm5WYtN!JV7)4}{#`KN5)vrZZuQGD-v z)Uw&IOCpoW)ni~vs-6XKT>&Zz4;S~FhevZ=gf|tAEdO&?D8>r_lnJ=F7MXcZ3*-YGd%G^% zYmgTfeGrkx9{5tvA^?4xeNY0va-4M}>s8Ui8NI4zbY61=;Zk`EZ`v+G$WM!vNAx4a z(77u05Aqm`V!u$}!PQas^;nbq-1OAmjMe;Wj8$!~8ia6j)@=NZAY-GgDu5z_cpdYo z)Yal*6Kru2wR`kh7TKLJC4Q}@$R6%WaFBxJ{L2dKb(5~fz9s(oAnwR2!+~N>@Bqbh zLD{krIb#l0x3tubxMth9W(F!cf5TGr8>#tB0AY?>#16`OLJu8*aZf%GOw9(@P%Bc8 z6TeyyHMA;0&H<(XQW{Fb^@=SG9d{s_2%fYbBT_I=lq4|NSs&a8hWKz*7oZ^skD zo+40G%u&K-fnbsM`P2(?8rNI#WtGVBgCodL!6*@nPBo=hk4!^F3nQM0EkC-DAWKp7 zj!lxy{C(%q&tEth7+{Wpl7TL`om~>9TAY#ww%ThWmo}}2gpr+d!@aO1X42=iBH|AG z!P5=;DEq%ly&pVv;SrIk)hEe(Zte)}d~qFl6h|)YdScms6LPB;S7)Q~G9Ko5o5+{7>vUe{rfIzEC3D;u4NIg9m^sf29SXpp(;SA$~a7mR3b-q^%-3pvJhPLb4={`zzp7RBOlus1?3af@ z+COZKl=}~Gkm~oF*w*z=4xuS)v#R{7E`&*_=wq;X`uCJbtM6U>x-j+8l1lKK4CsKP znz^Q`JIC#wr6=lz%E`;W1e^BteRz-d#k@NytKa{lpp>Vl=RsYJ#9rX~?N0WNr1z%e z&90=73|-<&rijr-Pb4Gx@1~KHlM^k8MUh_M)}HLqIxH!4r@Z|9bbY?)I5Ncdl3xXY zO;OQ65RUbHZK#0fl~U!*NR!Rb?AXh5KQ8i!w*aFYejt*v+z7knDHMbH=E${uuuwkz ze;-z*X^mH`L0~aL_HS;})W&+S%YmWVBz@AgdCzM;(PNXEeISw&L-19L`L}6fC|mun zX1OFKBZ6^^bu|tFt)Am2?=-m~GD7VO7-Y=3FaJJ7xYr&-Qkp-Pue@rX_0&ZMBGyGU znMAv|7t~w!-=zYrmBo}3xuMv6ybxwX(orJzKX55s5R{F)UuvBq=J08oE${rTw0@Nt zrS~Lr$h0ZouX7psX&%jTyq9q?m&|eUv%oW->@ZEs15OCcyN)oaTmKQz)a0EH6qLX&>~{5>D;Y46O>N{L=2vEds+p2F2Xm1 zJY;>ck^aoVH6&eDONv2fBQi>utEY8$jfCG$QXp2I=C&HTm7%PC_mhVn1KUg;)(eRl zIB$pIui`j~=KDOc-8py)8YE_oM>YryKrE1=EAY2gma5}Pc2=FUWOTu#PF^d2Qp1Zc zH8J%A=2e4OQ0FRlz6Ex+7e=Ky-ZC4w5es?TSXVjVpRUe43q2$HluK$l{TVHr&r59@ z210&+I^U!UBK3-~3%R~IOxx}<=4+nGd-SBuC12uRN~`~i?mhf#o|+6krS@3~m36i^ zNi}rWLq$S z?XuHVyK~!|*NgENko5VJ0l{XjdaKOq-Me?%+UX>NGRc-dHoGCcQH03&sevNC^68vo zQ&Zh1C*Q3W2wfLD;uQtw=BGDxyU&^502ASIO*j_4I)gb$R@;abq38J!SB=>Sk<0P& z(4RlAj(wi*cL-lf-hPm=;Z=-Gf%fB}?gA$(Yo|O{=Ki6msAxn)#P?o8*H=YiIU}&A znh`4%vIq1JBshkoWxvj1SXAi zbm)W1VIOM)Tj{A|Zpdd-Om)1ciIvvq7D;SeGlIoC0w0Qd^#U^07#oH)7a4KNO3_#$ zno_wvd+}CDh)f+~S0wMgV>KD&naH~DM5N;!mVH)}c>lvR_AdhMLIu%0cGSeg&&0AQ zw|~L4T_d6<1zn>h_yPaG!|Vc7HrHnor8i&W3siZUQeY=l209n5y~|JkwKtkjUsfZ; zid3G3P_yo;irEwtdOF8C40T^Kj^joDK3s>zC3XFZz_oooHd`KS$tKjiz_)s~CfKfZ zqx8?9Y83q0>{~LpZ!wDnQJjt2S{aqNY{u`mbbQyGdz#!kTT|EtQ!xIHRbC>eEU`h< zaGDg@l?3=cdcITEkkjSNPg9{HyON7Y6G<*pkJCs=;-q6N;fC6yk3{QA&mzxX#F?)6 z?5kv_QD?Q|YFqL0@?tZPII7_nR7#`-LDLBVuY7c1%l@^Tx97=Vyv`ZE&x-6SvCh;~ z9&l%x1s7vT{pF2RV1ana)HC>e-P^dg_AGUWCtlu5BG(J{=b8?dYV2Pc2B2Df zeP07D?|1dBoV`7ZT78n1eY)+s{H&KY_)HKxTpVDU^e2Iwd2v+ug)$YguLY59j(2xg zXMj)|ZK5Gy8_u|F$_GQIk1svEmRBkpY=#_R)0b?iC_t%d6rkUEgxH)q(c)y}O0D6d z-WIXYXZ0%yAElJh1X_r1=kLa*aX=d{wE52^+dDFeADM3gb|uQ7dgykgda1w(Et+|N#jJ+0jn-# z?Nf2s%0XDwPQDVNHh*!IBi$m2tEvjj{^{9KaN`ij-A>8M%DP^fZFaVjb#(#+*~sdi zEvnFwCbx~$B-imuO>@2;Iq_oY^mRu)Zt*}PzhrsCVpHX}?ghPx33y&uXpe*Cu*;Qa z#2#a*a*dp*g&TS=Fgeq_-y~@;&4d&Ucsd*dPutXL&>Q&=PLVvc+5Eu@n%@zbPS;>gtu~Ppj zC7ATwuADKDJKnW>+O}(3bJR_gfZ7FcS9KpX2#pA2Kkldw(XmyH*b#d%D++ouPG!B) zuO+ojXpp6qDJ`)5F-qkJ2ik`wAGnc6TD)u6pPB~NS8v-N)|e-5<50eDImZalQSwK& zrFgZ|)qMS%AVWU4fzMo7%oq(VpVZWI7W}^P(QUKzI6x|&7^WaUa?P>fO2aCERp#^g z6KqmCMrG43rRUie=c$e(S2c_UW8xA4{Y1#SH1{Oe)PqH&wLnHmW({`usgTn8Pg*@q zW#T5&CuWh6eLO0s_jKTgn<3_^W1r;#X0IE92Oc4Xor$wQ-0|oAM+-G(AOHUSTW*{I zn9$UC-MiG=@TrYgYch<_&E1ylG<{;Lp^pTFP)9Atg74mS5xh*Fm^H`tz`xW>Tdx$5 zPk{C|*|Kin?($&o_}C245}Zf$044vD^%oQrR6KL=a7z4qdJtEHkBhqsxUI_2Cwv2j zS?3TiPK!5?tO=lP#^&ZBs&w5ug4aAp%?A~O`yDk%Ep6_UZGKcgABdGFrD$sV^4jx@Ql7@Mi1Gc9GWXy^Y!#~08fVWVomdY!37i~CDnD)YB?*6l2| zKevnp9X%y%Q;yt;cFKM@n37FqrqW;pXdZQZnClZfnPg#=$p$_v$+sg0?m`Fcu560W z`#xJiLXYB4=NE)Oc1Gz`1xco~iX0?Ec+zrV3U87#dHOvLepC&wT{m8or5ZNRi(AS- z_+iT-I+X$g^ajV02Pvln9D&Jya8+)!H!K1@*C%_I9@XBDe86i*V5LUk%?cjpK++rf z&4x>%qRLH~KABI&f!O^Tp{4>FWfn>$_r)MqppaIhx!3>$LZ}$a!_;FQ6F4BVS5{c0 z^=lLw8WO-eXUr5O+7!=L_(-#~qA+RPo#BgHW(4i>x@Ce2X8*M01ZCNOrgDa(G1Y15NRLuFL&B^A zd>)dxL|YG;H`k(wsHe!^0&?862`)FsK3!TiUuRE$U_9;9=5VsJ`n-b2_o*cghHc7G zMQfkst?y*XMvYQ3$YCf*WsQ(m@jVQZuRbFcn*j%%rl_ljkG59e6-&kAso=Kx?~TzZ z<2S8?)N%rdq(YtKJrtDxO*T$|tqrdVrRWS22`<5k8(=9X4}ca5__o<4mOS=wwRHe6 z!O`36)?JA`;9Q&q*d{RUj_xD}K0dw?i_q)KGsvyD_s($0^GVmp*|dO=+^xn_jG~tZ za?4~4NeYU1luQ8GZ~ zrV7`?n5fZ+&6?ycx=b9`Mlc`%LI-P)e~4>-u<#kqO{kZamv#m^P70B6jI?$6wBaJS z`jYX)Ogw^&tmzCg#~F%v>Ul&|`QrwgLfb^<;nWO4w)C4`f!c-AK?Kt{l=^)XlVMs&oha7Z(q0} zic^C(qjjJ@J0$@(qcBOAR}9Okjl}0pR9O@BR*#6A_0w*l63F>pluuz{9g3-x zU>R~wuPl_>N;Kw>1uj0FyEN!tL*_et}eUX6Ejj9l=wB5GWKXyKE(dqjnpZ z{Y;j9OH90ehq3hIKH;``WMCk_aJe*efntKD-UuF#CPC9< zVJ)H=!crn3>oJ&_^eKjh@w&e()T}np&oaBqypRf0Um}6DtOT)2jwV7$S+9`bvkGhI zxD0>Fa6YC>h>f%@>p|EgV)$&L7$DnbBM)>v4(;iDX*b;*}WJ zB?KQuvy{H8!$KdcmA*^KSU8AOS{s)RW$dba7^oawSs5{SoH972Z$G1l9q1iHfbB0F zzW_(zzD>Rt)h&Vqpz{1b~CpYipVy4nh-kkwl+|#BDWqWYlP^1q(}{=PxK{& zCekY=d-vz!D>1Vsp8wJ-C3knfU*O4-XG}3IK(VeC5wZoMMIs zWI8-DBGf9;yci)mRx~{Hkw?EIBiB7W0UL+CLa&~D#;qP60l~&;FL9A}Ig|6m=VcP0 zw9~U9ZaYw^Zv#Ib=cYjI7s9P>;76{019`2>afKn_$?iJY1#1A1@CnRep;krAV`%xh{Op+tnAj7^G422?GEvG@|T! z4g&E4>$`S~8CBqDxMCHZv}F2BTtQM1Bc|p*(L;T$rZAC!KR!_nq8Y3O66}j@0|wjL^QuF5vQu;6~u@qPqq;Nc*?ZfoG4%uf@+CJV#;e3wH^T`PTt{s4@2rAH5ypk-mlEjy zX})}nh&E7KXxXlFZvZ`izl+9sWCKk>L7b*wZau#Qf&|m6^5QadldSPeQY3pC9spv` z=sZZ!wBRmREMV8Sld_imVzD_oDlk>ve3h8kyw;!Ci9~0apiv%THdVr&U&KC(7071+ znZ_47K&>o)3k4x>F)!LB(cOD{c%-d746SS;8{GWobMoHj)k%pv8O{<7AraB`vgdJT zgH2AsV&U|<$bvznV{8*J!lIkzPhA+XYu~6mjf{c*+4#;e5`En!@+2O9C>%cNBzN^Y zbS9@SN^;U8KSP)8-9&}?_yl^>-?Yxb7@rO*4nmcGz!|hV;BE6BC8L_k^+c7Rlif*( zaP%=kapxR7B~1`^L@bsv=uu!$Yn*=fa2>sawTZUrXlMb1JEb}P#zB;)Mru7|Urk%>CsB5?#e zAJ%AnCSj|IjYaoH^ zt{J1^#1rcmRSfI9KjaZE3a2a2TPvs8E9X2BI1VXUxIgI#W8~aTc>5~+ij$tyboy^`RKBtTO@efN$&%;@+&!CbC47@@hFsv*f!Q$=w z7@6&}Kj(uVmHEVEixCX#b(6nDDUxQ2?_Jo3ni8c6G<7YAZ@Eg`P>S=Zc~P`>3P&JY z>G!K5g63~hO(XHxSBFqKWjgE)rEW-!M3W}Isbxf(@GOGTvcHaU#9@iU2SxDlb}_=MH3bfbp8%BG z=l>{xR?qX;#MIPu?2%b3bG+Nsv65rZbJh3#wwG4><3GFXI>jAi4jC(XI(lm&J z3o`o)rWBlrT_2d1N&MC0uMj{rkDSWd`z%FNm~|#f|2RVK_!qSpU!Nm+WQFPAn|te5 zJv;{M%muJ<;lHs78(@te#}C&o>a=4+bO@RZ8@8|%c*n+-e~LeduxCUCTt0uL_!j;% z7jtd`@F+}Xk!0NI0_U?p`pP6`^P?mS(|hI!1&bV|)wN(^Q{ZCz0{_@8FXEHDfA{WX z><&Qd9UZ~|vH_LQ-@TZ1x<$v|f(;;%$36PITzGvh56pqjrhPYs~h$x!h0zThxQ`tCsKs_6$R#V|_CtJV1 zT7-(#ve5HF=VOc;CIf^m7yqQPE8{!7?{Z<`57blcBJ_0=_7ZQ^!Egyws`?#0ATU{& z1TOTw=)SNYlZmwX-D?BVo?z9gq5Hfn$pEVNZn4GNmrt5kX?EOExH?Y$x#W4&6#SBZ zq4qbODfIAOB!|ULtG+3rW%f#AL)X~$!6p3=ajfXTgK71aukgDWCLOD^JYA1v>*8e; z4v*&kre+TE79M=*^Vm6I`mEmol6cIFli&=E!1f@#q*=r$a^RK5ae}2{DhAn%@wDNc z$56w)BuFHsO>KH4L&D;*-W32D~nMF7nAZh%k{L(T5kH_VX@v|hkS`oWVFPTg!W7rIS*|JIpjEdgB1J_&y zW$S`arTBSC`kIZ@=$J*i`yC;3cIyv2u^qD$o7vxn!b4+hsF^c-1a`x4!4uz)85932 ze##tR-v2bl?`CDY(>co#2m+M^hVb}x{+Sx(&Va_qW6MSR8-yw|1R!5 z-|UZnnPI(*e1T$Oq9b$`d?WnRhB<@8t*U8uqioNLZczNFzr>Pir6g2uDEshMnzQ}> z0COeY^m)Sy(E}kjLH>6BLs<$u#9u2|+d#~Qa+ZztluINuwX*WEY9DROne#k(AIP8eW@ zmnuXVG_uGcrRQW2F}HmWoIj}zJqdNbI;xZELB=1oZ){dwd%$$nWHuiQZ5HvwT_y{w zIVs>WxzIh)?M8@gIqsLsy@llx8^h*nxrWn88e97; z_E1YG>DZ)7RaXpl7EZ@QR*@GHIq4jE66ENdwGU&t5JHI6kL18T{^_Klwfd!sstOGBxzw z1N-}>U)VI)mC_S2UVxde_QEhbE3x;D;r90StD6_~F7eYE@!5-rU~a^_zHS6?m|$*y zIMbT38(3$cQobCQWj+Poy%tsz{t~?7E=^-_H=eBT{2bojO=RXDLFUR&#zusp1N58b zyjg0Sk|_9=(-QGJ(kX`k>>k4thNDdP`ct3a;8s&(zAetzv)S`Q`>>u~JYn1j@ow!B7AfMcfGVe@K)dz#P zYgpY~O*v9eaa+hXs?_3dI%Z$vrxgvQ?Z=h^|Inz562I-koG~IJyeQO4oU3UER-)4Gzyt8iB00cp0N) zXK}FYj(+8UrR;$)YRDctnP_1ZDf1;UzvL&eSdB_RJYdZiSNaW1MOmU65>@o)JAdFS zc%N3De$iUyI{3U^Nbo3}UTxPTQ-aC%sLbmQyxnHpVyb_P{H88yIy0xL{?%Jm2LyzP2Sp)Hd|iDxx3_t9PHOs;RZ=cmrYnZ{epe}Nk{rUr z`A(vJ`%j2bdnUV4uS|NrC>9kQYPr6-eKm*(LXp2vC8)FY2N)L64bCw>x>?1Y;uT%d zqW^OHNZfen?@Sw#pwUJBM4;5$Q{KTAvo*2zJ&N+c{+hinG_d3~ zuXHs{I+=gyeZC>aS$wh_bVWv$da2Ldy}h-qWCK&+V#aq2i@&;ZX}jrWcDUFbbHBG; zYEB&avCYQlkG%@`9+$5GF}OoB?N68Py#SqJt=X2I=@u>)_JXJ~CEs>Y3s!wgAKYRE zMj2boKJLp`?RTZ^|E<2L8-Z9VpR184ycb!mA+Ez_AG-IInNQM7$jsqNd$u*_V6V^< z04m;DWO-d_30~xUWW2-ElViH#wi5fCzMRpgo-Dn$Ik(_-XrJExklvzof0g&JIO3HF zxNo+Ma)ckLiJQ{p%9kbjs>R!nmW3MP@O+;@m2~%2`_>x}`~^Vlw4-r9?v6X$TL#dXZAHx9P|*#gW||I&eR`K?JB_mVsGcG$5|ghFRbuL?uz z48r=pI2K!`H$1JiLu^Tm-FA6kf3_>yAGn)nY0&N-ZWw_XTcvG5HC<0X?hUiknEeFi znks&~-u_WNVNzP1&w1+tL9^MrBZjW`V7EbpL!MM$X3t#sjZ)Mi;w_nJw9F6Xg;Dm2 z_@(?p5&>HWSSz8cb85pC;Z7)mm9%{SYO;Va_?UGxC_Fn7w7_8#%#muBDz{vyC3M27 z`1Eh#dyxwKvWO%o3jKqF5(D2RT59f=%lKB8^~d9;bBngix`o@JNS|)AC0B=&gM$wa zaouTmy`0<|F2$7kMCNB%*RbIGqn7B8J~w~Q>$%KK+b?z6ormY{5qF}d(?-0G9Cu(o zUwRo84^lY}6wOxJyv|X^yN8{5fm6umwB(*EQnmcjPk&kHzD8&R7~^duYUpcSd?6<% z|8YBLuzkPs>}|C`{5VEj=M6+@y((XQDu6(Hwal1ur!D$LK`}8o9>LN_?(bW2p;sNV zE9Khz9w5V;GTo zb3}z$LChR|>2t&CYOyw5@s^^70daNZLlXQO^tQ52gb0iAg%kzspKIo?Wp`CA!6+*a z-u~-Dq&D~ELAo)zk_6yhe$Uaa5ArYxd6!bO`2@9Umb^VTeUyD|MRFqptHaN#?X_Q) z9rw?5OYE;8(WSN^3I`Nxl?{0J8!ZHK>j1MGB|Tt7T9Lik>>7FYl%BmN8;!c=+|4~f zR!m&LZqG2d`)at1l#-{HA>*@Za`<|LUeH-{3OAu>H-$L^l;HKv+r5vm^j`fJs(;C8 zr{dER8*33Sx6loH%-v}+;}SZ`8CAI1)=g07+1301@ML`6;Eh8JQA4N`l24hMb$q9+ zjbfaL_F)2T?omNjeIS#CqF!xcbb6|hngN3G+xS1sf_$IsVen--z+!w+8rnTh+nwfo z^a{zzA?4-c!~62Z`0?%%h_=txKWUVO+&)1zoQuAPk-G47F-nL<2|xWboy!Yju^NB0 z{_5TCt1?-3lhncXyrmAXd5&+Ya8Ax+c-K$2UmloK=te{tShCmZ_?OE>Xu ze8YeK7FBe$7$OkYQzEs;+ft@=YA&`WK59z=Y2y(;`krZ`*!A#t=Ur7PaAXEn)r<5Z zSJ#@3Sj=ZR;``?pp1^YdnZ#EqcOWa%{uq?wfFHg_K#yZ zf2SO8$7bQQ-z@5sotfcM^0Fy0d;JbYd*L1C$;M}14kL6CTHz+H5o>a?>!BPLveS;x zH496Av!Q0UDtJ#yLRx~!2n)F-#Zg&LiA8m<5tPH{>jrir=2u#LM*q$c+6PW(9Jx)r z%N!QtOy$6Mt4adpf`>uK45>tjEpD-Q3qz@Tvempn?dDBMPbStzPnj$$vi6r(d-hsU zmkZ{`>av=N=$r%LJuw2<7(8T~KBlx&1^7nHSB=^S^&ckI@umuCn7Jtt6QvZpH?te; zO;=BF?)U0;ZX#VD37tIM=>LPK{aDs_6>F7LISxgvD6K=8_$A*A-ZYnKxSMrEDm8}$ zlq6aoHi$Z_(LipKx<2Ws0miJqf~U)5+aq*SKc#Yr zJB!QJ36WU3bz2Ffk>FrBaY4d8MfL~DbN^~dSCmTW)Ik9i$0+!Lw4TJp2zK2Oci??duLHg27*zaVz zo?!@`Vmx#ZKM0r7sdfgMSXzd)-=?>_>-AWgd$xEF^r`>j~@F;OS*fl_Pn1}#Oy);`k!oVQav5nVUzp!o&%z3< z$Nm`<@r6AMw6dw#A2r!-rDfy>z`wO{?DShFNaVsbhG;qYO|;}wJ{xhmP~6hO&0%Om zhd&{z(1)q|Aj)ns>@D$cXwGz2?Kpm zPYK)1AuBeG|g(0oCnMsGY53$id z0sukw>1ni2MnmgA8^8)A63{qIm+SNb1jP2oh4$7}d!R;3uv9%6%d`Vj!e}agOUX+w z-Cg8MalFMF!;iG-Z?s;pJEcFK|EqJv{dG^$isAVW>3WMPt-h6EK-!@))JW$z;p^iW zoxf$Ys=)xEU#bqfesHI!24XvE7;xvmEJM-O4<_pqEw?Y@%yBF4qM0+ny$1~eHTlIo zTHJb2PMUzFVLAr4*f-??K==l&)dXqFljaK9=o4vSXt!E7zC)WjU7yfuSVP|Ph{uGV zE@0L?zBA-BT@NM$tAx#t8Ar>?DJJ+03j<@(&8S`{0qP`+6hHD6z3vL{U8aJ!Gy zi$cv!jD_$lkA1-3a(n|kN>SfY5=tg*DPyETq0$5uT;Cx$<28wWtQuU`8Y1HSz0)P- zB2yh^l1$0O!pUJO&)PWD+{M|<7DH^2M3?C30>hL-c`}sW&Zihw*O1Jo>i%PICcZPC z$*!F>anb0unATIJ_ts2-|94T1s?lLLkw&D_QKs5VJ~cvyLxfs9Mcrh8oGA=8mJ(o| z#oL&sHjMJzc=}OmMo3|l$WQ~*YetcUW8QZUnnYDTgMrTDKv-I$9V+CVPJv5{nwk;J zX1k^ko};0K1&kJs)w^q}SH~hhp-Lv*Ivb5|z{6Z|{uC4JHirt3UoX&xB8k>1Zoq|~ zC^5XaWi4gyf(2~DnJQ6J5jbO!0kxPi+ix}?)M)-QJFL*KKGs}dtnbP7Qp-d=utb% zAamDrvy_PXPj&_dBgjUBvtBbkTTf~}BPAl}e}hji1^u6A*u-e@P73W}hXorHHq$!G zayNo31|CTtNEAIp@_NC*28+HcQNAN(oarY~Wb1VC3pJrqNr1?{f!SU)@Kq6o|2IPl zis4{Y_0TNy$q&nw*FROJCp`$%$ZeA}c}sK0l2FF4zNo(c5ylnD#RdOkbL{0CMNnj4 z2n+&@!1Q#Oc9S>mfgX~v`{ib4)TK%zo{U&Kd~C8(QjI6(Dr=acU<@MfmOwRutwIYy z?nh1_TFI2u@xQja-G2$&_r;J4y{L}(dI-x7O2h{`D~QY^>ro+9o!j;uzYGFMS-ZM;u#`i;g+G3HAXh&Z z^wKga&~}z|1Ka37=a4T`G_(sT5jXe^m>a`=4$Y3ETkS#*`rdXAw%&%9Mz~ph!b3k? zc}%BB`Xq1uLCR9GK&CoG=RvNmw8nO7m~|!LS}LmQmL>GYSRfaQ;aYd=n0W2$+&B^p zyua~JCTjRT!7+T_z9n^wlwS_q`oX%Yl59~<&Of=lRZR|^ZC{hkd2eF@!O5);IV6>h z+dwnZb5d6di%_-8&UnIb?M7J!G5kb7(&-N*640Q9?r>6q!6cLn!p zV)^x?0(+X7KSIbhRPj$z-@-*&Y zq_RtQoWj*xc-4mDwRGt#>7gYeOeR2u+CVD>%@mtE`(2q=Az)qmDfPl?P6 zPfMx8CC4GKRqwf+);- zK=!^Mk;2=r?1`HaL;~|8ld)1N!P?mwwuJflBIPV24@dOf+`0$OREP<5Tf2$%GHNLg z(4l7r6f(oaNkA!6 z9>m4T_Wb{@D?l56@I9Y70bzg1Mf9)AMgjz)vx!??LggufF-${Ox@OnrK}~pE{sIn( zdhf^j$R760)=&*6NHO&!F|6IcjSRyCxISMp$V+&OLGRmtRSh65AR^9-Z}7?VTbgW! z#k3)rRL7*nVD*zwFOSb+k3e-W5qSF!re#XmY^2TrnRX#6%mjV9OgIIn!*i#Rao{tp zytUQ7!1(oph}>PVctTv8%?)^#%CqZJk(v%g2`1{+yT1r|5QxUMqA8PU`zd{VPWFwGVa{#Uq#+a`aQl9KrI!I#(D4BvCOH?w5Jx!{A!yQh83 z+gK!J#jw-^`R44YvZc2|srMQ%lP$!o)+_u)X>r4B(NV@ukBl$(BehMY@zYzPniQh=s|5f+4{HI59_suWz z0^we<_jOtab0c_iD{-BvzK7-^0yzJD7Fop>&z`KncM>?p*pxG^`1fnWBw9Oqsra^R z*F!jBe>?frw=;E|iHXgRU9*($z3rcNni7`BCh&-e^e0KvXN25f83M5G!aJrg6odWSP-AyJ5MR)~G_H+|zkNCO6Vq zCK~~rv6Y$Xs>Xf#tWO&M7K`R-eT+De*!TIqh-i&D3Ks95*Q&_|x;P3mmqGp4$dgh~H_2)0AUwe#^7*!S!aO3SqEM+>Rrk&E&HtmCJdM>TlA{KIck zF$jYT`=!ZvFiJZ*KC1;p;}2t++uKmKNN|k6yMov9UM3+NHqtF$5JFR81LJF_BN=d4n)E48LFxCH{fVr8{v7dX$f(v!6#+Yn+Yy@ zU>8SPaebuO^EV66PO1jKi*S za?Cv+P{U?;z~k(BG)tJ{m-(T49q^&=OA8-a&vvy1FWQdJZq0&=zbK&dAXD%L+UX}< zSlN@BnrhI$WSkcv31&n0Qe#deSm<8^FdumcVh#4TZp50n`NE$Mav3})=TuEb=!OG- z4r1hXF9LF9qMoa+i7XqY`#vffc{gBO|L)9oK4~_hZO~Fl;W#n!FJ|m130rN%&@x%$4S%&JK{aCrFxc+K{uIOt261_c$TO#f$lC0WB{th%<83xFlJ!0txs`Nx{} zzl`DTFJ{ROx>HG=2M+dOg31z|f-p2$5kXb*hfY;vDza^LZGb%+Du;+NAZjU+F=mWPF$O45SN$u-y|QHfdeIEB-VH(Dlw0_L@p46xDp;-ma79co28hrkvaio7au}I+}n2mfD|WsRV?i!(LMM7)x2NQ zg^ToR!8e1|wb7F-oheR?zZ~QV<}d^ewfCp-(erz~6ku%PYl*n7>g&0z)YgL6W9KSFm~qSSdSwhVb)zZW!|KA{ zD|v32;VNLM4o(iYq*V8}bkG*p&#sjKQeKo`a5E z%zP=bf5kB_)N4>Gn*PC$`#-Yxen+@>{B*)$-STr=N^ILWwbkiU)$x1XvA_?2)$D7prh2+-=6`KTv; zWh`a?hsu?VOiK27%v5xFP~*qBqn+966Cx+lYW@Z>c6h|rs(3W5dvmAug`~L*zQ~!dMC>!@; zy$!xA`T5|;dC7FT+QJs;rq#aIG}5cttLta-S`fR$8oi(kWb&qHlA!j#o&3lZ(touj z;3!ps)yv^Z-v3E)*GkxB9;XOrF|d@7%&G_A<^NIyH__CkqNhR`{k0py(Jkf;((;;l zWmk-x2TH$yF`WHiqSk&5aucVu(l;MlVdpFSe@Cu=BuA@0yI^ z8?SZI#UBw%UBN6r?D9IM8T}v1-ZHGJEovK95hSHsQM#nNrMtVkyGuYR>F)0CZj_Yn zE@|lo>38mP&hvfGkN3~Je(1%%_F8+cIma9|$GC6TLcoe-O&sD;X||=Dn2h2#nL?2p z>_8-vjyu)V8|0ALJ01Bq?`=ySnX&qh0|dJrsgSuvGpK^K95WwviAdaRBBp}kYf6)f zMsZmQ6+^iwBfsm3B!|oe`me?+SSHLa10R*+lC_dJ?k|)kwrBRx{UKzbkzR*}<(-)x z`;^BW_s6x@o@@83t_-R1b^&_v`~KFf1=#Dm)|2EsN+_re9A=8BTT+v;yalFgZ8BJU z?YPnF98@evM~q(#kFCo(4k&nB(|>Qp4kdGIfFhH#RzgpuO=qe$L33XL|8?9tz6=W` zQ8d|1S~!-4ZWtYMBjn_H7up0q?}OyZb^IdS|JWFXs^?ok>T zhg$xPr-HIFfN#+gxv`R~s}kAUkMC|rc4I}Yn>(hf46j^>+$;gc`Z7`-KOZx&P(%Mi zHSsNBz0O%*E+98dQx{G`cV~>+V0Tf^mtk=vK@v)QKxxTRR=Tx22(T=!6A@#dKp)917X92V#4p-#(e}7|gIy z8_7`AQK~0$m+#r&AA9H$Cg8e#(9%cki7 zRwC*9&=3HgaN8#OWG8lQG`wFKQ1)nfyD{y73Dh0a*X>qNtr0A(eRe}|yKAlVsrI~q z81*=g(0Hyuh`fBYylOYAiZ5%{T29?0Dgzc2>S(ScO?)T%_|Amc`i*d7Wt+l2rz@}P z^?5t|rhBFT5Y(LW!0tu4Ds7_XJ{hT&evzD^8|q#)9u=r+dWXo@cWPK>Ar)0?xAW@I zLF`E`hzS%R8im!X=s`Br|hrZCnoYO_TV>5XcP1=QB)BzSo|M#GvgU3GU8tSiuPZ87!H zMLH)eKphFLHm2RiA1&4Dt{TTi`SuGq9XL!8!!wZySx(YcnE$S=^S94=SeVlLF5Qz~ zFm6()8K;wtWVjEM{XSF#?JuI#zNMnK^C+1oonS7f3x#C@$Pm2ddL9Nr7BfNiGLpkZ z>WMvh({Ut2xY=b^7Ls>D^QQ@S;T~5q;s&MVB_!+a?^CL%KaK_vc_u^~mE8?~rNGW5 z5_Yct6ZfhpMLa1Qtt@ zkU8Hy%ZF+-qIpf@gF{(vixrq{*J<`k@7`$|S}Na3PCt;L7``GCfn{nGo;RlF7T!f5 zbWuldhMD0#OOaWo<i$FLj|f zv=f}5Gj(lR!Z$9&yeKpxwzn|48xQ*i@BDFtmCIeJEZW1zva^e+?utVOOVk!K6VBtK zmz3V3bSo<%{7C0jMBCrTF*IEIOdYT;922CK2p7h(YxvrpI-1;Kz#TX4UTQHS;5EnX zu)RyUjptH{=>ZVvMfGG|R{G{#~rXH&{IUnblo}$3cl=H@B zR1IaYdAOykOpFm-tSdGIL&ub4=DnqYkSM;`E4A+;&>_PNn`I#~iAxu^z+P@vaN7@d z;nHo&xEn>N2-D_~K@};#9WUS?TSaprwJ{FC%kHb_QJV>(r>Q+sVjy!6KHp5K^iKNl z)Vii8y@aUm*|Uu2x1lKjnxpKp-iinsT5HrWmU^WON{md?kkzxi)Zu5ozT+zRl@V0z zDsU_$cB3e#Nx3bU-b!9Q0&DC3E7-L_OuAo<7?ga|7eC4c6lG_E(@b^zkhwY=xdTw< z!-C$ZDYaHWSsrifVXDIE1+5ZEhKx03*hgSL%uQP{43weDEc{W$hV`ZlQ!>IP z3SvTBM2XXC3O2W^l&@?aN=yIl^jwvBj1eB%>B-5sC{TAzEQ`992_ zIzOpq?B1FDc(ThPQe2@-MDm%)jdRm$68?6JFa~=LoA=%s zM_O9&Y-~G)GLC90N0&MjriwI@xz7Kfq+FOC?^j|lk})eb$Tt=)TXha}wvP|14#d_U zamUdQQ%0gci2fC1eAH)Jgh%ZGd`gTpuf-iFZ1UrpR8VD>^cfj_L#NJQ{=K5#jkX}D$R@b(MnpD)?hA9Y6&!Kr`I$s`_V3x%?y9rlro zPouj;xF?}2y#&3Pte7%<&PH$606zC+@+OSPgvo-d6v2HzzIwF{TJ3667R(YHR1I39eDJc_1fp8-dk@}*&TmH}2QNq`5Vah80=1G5}QA(+xa+T33Lzb(Prt^q~ z&8XVRqH}-o9WYCrQ|c@_L)kC%r7%%E_(>kpp1R*nw5fK*k7=%+C$N2qh^JQ7`I_)4 z!g{F6PavlSSlL=Lxiqg^pY3n&NYsIjU ze|>Ao6QYrcK^pw-ETaUrtE}f^A3!vrK2#UBsF5eep_Q2~USI6JjFJ>c( z51}8PXhpQ8K9rW_JsZ_2NjNbVr$xelbQO}BBW#KEVoF#a1R-jy{~&}Ma<_4CYc<;!VeM{mow*q(?! zu4qE0^>f{hbEbz?M|?uddbAKoyQao+6hFZ}59%JAaMiHshD+k0gI|~T2W2+;R{`y1 zB1zFH?K8ZnXtM=GUJCVtfvj(wI;AJB!U~R}$X4WYTNn%O#r>x1oR*6kIVnc8MWmvr0w@<;H)2H;Xx)p6uoYQXlYq~wT| z$k(}g=jZ2FS!s{tec$Ml%5~fX#ZIaVRY{{iwXoo>GiO=z<pmPt zI=bFaFJE_H!!n_?=YPtOMFyZVycfEBKQg`UOb0TVi*Euqct#|(2t;zj{z$&9Hx4=1 zV9@DCMAOwk-{cQ4uqu)x`JS>_AMz8n_j6HMSg>_4CSq;PwC!xZh0d1QzV^oBJD=7s zWX1NytQcD?E^sA}FTMF03)_7^-RAr}2pSvg=+x*_D_ySY+r+^Xe<-quyS%)>DxfQk zFZj?{bG#DM6NC57rs!SJI#z2`M#uo4t)a(ha{9sT&ivKG-CZZCj(Q?Vwp7>}x_%+E z&yz0iFH?fWpy=pR1k3@2mbqep6$KE2B$UZq1*p7*BepEvR&r1mnYl+q!tBab?~E-J z+Gy?j%m;1tQ0~3Ykf66+dhI0yc*>Uqysm-)dbKl1~}Vx)^uB{NI$ zp0`FL^SlylaV(k6o2?92xbrAJ9EXSgcPd_joW;8KRn&~RqaWhvOsqmoKeE8RzlVb3 zpf@7pYZPIA;rD3WqDy!NQ6F#|Ff!{~lf zA$8wY`ctEI)Bja{-q$^o?7WnGad~}B+j8=T_w?m)=d<_IQRidh!zuFfsqg*Pg}Y7X zqYG$1`7-Ot!^2a)wg%vyYV9{gysuP!;%PJ+PAi|UI=xq{b?Yr=+B#Ls)LwqF`g(nJ zRc*i7H|G^j1|UWrE@huD-NEZ-S!B40)%Tqe4@-PbtC?u{rj9g`K-3_eQ)gd7+Xyoi zT2;zWK<5)G5!_{)DDE?kulKs@5&!1&y6a`bW9=A=iIbBsd+y-}hYT0P80vR(RD3JAsG%(nOFsFOqU^sHkrWw#)!Wzf`r^3n z(cyLD!|&{FCTKX8G_S~d;*p){>U}~Mmw(!t+h>vAm7%zGWn#isa z6-q@@?f?PKVdE$B!N%wFiO&(`w}8{pBkRWmSWh6qIZZ zNe6#%My;*O=_HcMEUDGwOob-7OJ-aeiJ1&zM|)|mN2JE7O5So7=2e+WC-68B#$|9tiBf%uMDbLm}hhlN=w*X8h;*+ zppM$7dL$z1#BakmKGHK7p>Whlp%_WuqT$KytLBk2duuxCA?8_S65Goxh77z9w-06f zYhb3su`1al)*s1Xb&2ubUONlaqqPYbWG=zUSTNwr&3Qr@MnO z&VGTVisl_W#O@?)f*0bjFJ451E62rSDuY9gmm)krP7Q}OzMkXDj;T@2t2^>aSSpQ2 z4I{7=&@Id+#}Zzrk?|B$a_{LWlal;q%6uX}^w?>C*nYkxJSWBOR;4j~iFbDX<~*qu zOJAktWW_wWD%E+yb(Db7-h_0I*#R^a%CioH^|L#+#B=8&F*q4Wu1ZRSgqVDisKVA; z>Sf#&c&J|lGh4dVRl9jS@~j0%n37JcOfB+!+Lz)hIRcsr{n|0DJ%aeoY5JeFNDa$W z;J2Z(SO$>^XL0nUtZ-=}&8_g=R*D02fAy4zWt#V;?Tb8#SZHivu51)*TK=J;&AmG!`4dDh>)B8&ray`cn#t?>k-mK)9S{yzo32`)a3V*fqVCwc(#6Wv$#T}icI;9a>w8-u77u9D{` z1@e-*lgMN@O)TQNU+)u*a*SpB;%3!AGM3!}H7=HHO5(^P$X*o9Cr|*e``M z;E2$aljx=#htGEMD$c+`%y0}(NyR)(J(*N`r9%A)$0#ziPAn<#;|IePrM^2EuJyDE1vaoUjd5L>`8+0*~#-`=kA}0+=qqCN8HX+gwC%AEo~3yLl+UZ z*v}ifb>5(Pw*Pitwev0|-mU_#3-;kfJ_~1J;K#0_PzsMYM|z8Fw>As-T7n#FbZZI& z)x5o&x^K$CuuNnHA7Z&s(VF2ayNQ(JaJXGXE~<4O=MV`r2X;kfPZ6FkCH;#PD~L)< zeqkYj>ZvfChYB3bWPe;?z&lEYQ9#F;vlwHP+oY%xuJpRz2CDl_E6D&0zsUZ=99Q0T zi)vKb*ZFT0C?k8r;&>wUZskgd3w~J9#2KpAIQ|@Gi}{hkS*=|86qTXoTzWxJgfDLX z;AYdQ4zOFs;iD&i^xfH#7r!D-Zu)$fBt*GKu0kq+KZ)HHw!nBe@)=Q_uMltH6wjKX zMwDh5 z;xwqJJ!{;}t8`1RF~D2;MP>F$#Hd}di)*+gXBFB-SpFp9=OjDdFa7@TtrlEiFZHl> z>bhcaX`JbVUZl#(zI2u8J0hhb4dskO4u-T{`{b+C(kVr}z&{b(QrOk~A>e2-&EBZ^ zhg=gmwV9&+>y&whJvS4TI>~;)oU(9v-u!H(`NoO_E1w_dp{)hV9n~Q=uqzVuGm#zYxr|iLf<7 zsKVn)v_gZ$*|=XP7TvbrQ$1vJJPrWTXx4pKXlatBbqo)x{%juccXes&fIsEQ%7VTn zQ1mN7%?CtXhyYLojr5B4&ruTbl~Ba_in2*%Ktp%+>qu8ow|3L9Iwzb_Pf{)SPbOw8 zNHdL~X*ZO>QXT8W`=*saI@YqH876*%ijCocei5a=&`YTn(q+*OQDyN!Lhm zqps8{jflJt?e`GWbNKi((kIlQpwF7FV*OtCN#CJfG4|O6?iV{Ix|7f!C!wfF0H&%3 z3Y5k@yws(}$L%8~@epAd8ISMY%bi&FxZ&lzESDxBDUnW4>}DQbCXhd1g>^XBF^(^2 zAtR#bQJR&|vUE-+8fLj>2`E?snG&e)GQXxY0NpAxk-HPsAUXH5U1j~IL8WK-MStXBr$hA(Ii_h$R+1C+{jVs(8Mo@%#@K zA${qIZkB)pbI|bb=dvo3UQN8E-_8T@xh2V45fq?PiJq8L^hjNh2PKQyy zs%mezP+Jl`RB|l5X`fj@NReE^X?P33LAbA^3AT1A5LOsG6~1R?(brSPkdd!PtCd5+ z5&+d0acJRZQ_ag6V~OGNEdV1Qv@GKQ2rq!s;$cXB0i{$QQDg07{?^jrEv8VB1Ljny z9LtAVrT!8jwOHdI=Fx$Wxc67Yu!hT&(aiQH#GuZRiG1ipMViSuRNCt2>hRD*E7ud= z8f>%k7}ssz*t2md9CV?`Q9_E50qd)L>e9Tp!pRzLlsf)vvv>e_1IHLrL6$T~NeJl&dyt={T)f zv9|v4{Mh%g?acVV@rqF+A;3JP+%Tn|#)O_VlH>8Aan*ww((5qfJg0qALNM*b=_O;W z(eAtq$jPPs4V%qbGG!X1;d6x1X^!Qd_W#kAj$ks^lYymjDwU- zXMpw$Qe;wGrju-n8mZr z&-geB0IIV6VGb>tpnxgUt zMMX3$gV$)hzg^9i&7pEleh=f#D@rd=?8#oR13+MftMnm*+YYr)4$qG_j=z7rgb#QH z1qEd_U-j+j>FI(iJA1sARLPTo^Sme-twamDzmH<(M?=t})}cXq6&Ja^yoCNNv9E9F zUXoin>y@vYEWZhBGjUXM7@R3)JTFwK&DqV$n_Jfhmd=}=G5Uud>2fme>r3aPp`nK! zS)WMLhULEL5n6tHr-yl*YoFsTSOYR!=j1jXQ46wy)pCl%NcAV=jX}OUTE9_Kmgw9+ z0Q=w5Zz70NKIt2or_ih1bhNwzL*FzaiJ{4Fs8r`~n5*;uJbM2)WMMTtfwMzy#mPYY zQH?Yk2I+WUj_snftobhea9vxj@V@P7VXk?33c-5~edp}AAM*JC0Lx&x@vL7wDkOi+ zvMDh39pKQ+X%lypms_tgRNnkW_CECk3EGa1j#-w~`_&uTrm^I{`)#G0r;)!Mlw+c; zZ&S-ZWBzX8^fd5qQPnB*P>NGrO~I&WQ|-=Y{|U|Mtx{AT zah!|1SogUT2B=IQwq_G$dbvG^1O(V#OQK(T{wZd@t_w5tmYqi_#&Hif_hTPR_zVgT!7iD|GDbZ$BYIB%aZ6~ z8r-EtEaJHms(rS(D$&U-=Fz4u+gwuNnXRjcT2KXR2pW|@hgTvfjjeJ%P;oh4c3-_Y zH^}yTVVqJVfs~K2*dX^U*u^?|%Pbt8$Z4<(HvhRNf#}yFs7=ye>?!Hzf$Hzuz*391cWX zCuTij7L~)FIWis`d+=I`g;Oj>h>;e4th5iQc^%J%$K+Vknt2sM!pFYPw2w3t3c+ZCelI3vB86tenZY=a zHf_`|L_C!~!Csqk$Y=7aV{6<6g;OWuSA_V6+4^=8Jxw!IfY;k*;*f~lUcsGV3I%kS zWJ3k?_ejONlUorX5hY6Aub#tDjxTTxQ)Bxe9b89CuHNrAUpdH(nU0Ch9bB||*q5m5 zDxx+t_e4mMDb2^pGSWXLQCP2!{*4LSqG)r8omWvvnU<@2AAjhADQQ);PD!N`uX|Uh zYvePwRV=~|a-Wa1)kyo)z6laCNfSl5_|_qbJcE7nj%bO9z!qCK|4GGrsVBx=P15r1 zJU^lxRbtrOYN*3RoBtCP=g9mx1%51-9$IUTJp$2t6-`um9qNGyd!KA-D?N@$;%yGIC$oVji0hw1ZR*)P6pk1K2GjYnF?dk4)YaFrkCoOek{w=dii z=yW^$X(ZGnfCSvvFFw2SFS(9B{4CbZ+*tc0jlcRjW%IB(q8flgBrcasa`0rDJ|7a* z?;t*1fUj)MB@`gpzS_O`qBGdxs1Eu<8F+Zwe_#Lqg&(CeRDfGjs*Mjjn2FElcbU~; zui9Zo$Ep_^?YkL^cx>G-_Qk383yz!NY%v2yI-dQKVMb}~m+W&44d5&y2A?k0yS7g2 zE!e^I5(ojWWVz3T4o(cJn~E?q-Fy-fnE0N1*%LkQJdQoPQoE;Q`9`?bZb$QN`i#d6 zBYFCeAIFhtoSAgu!85tRGhN)=k^nJS6u`xX;Ei5Xgt-uk-;GQcCzp}HOuxe4H#N_s0~UZx`S<7=m@*L394p#%L| ze1CuM?Bmn9+F-rpp1E7yPhbg;Pg=?L*8{*2tj2l5|4B|xM(|ieAB_ZXPe^|j78det z27O76TB}Gl5A$z4ayJjRg(hudydBluBXy z{GW5}|I7EsDW%24)bOHq#b zbgx;gB0eh0j>REALR59Xo))uWdhAA`eKz%{a^j!3sQ)gzJ^LAV33RmoE?OS6TxP=m zF8u-VFvt)5dy(#zFiN-{E%t(TA>gt=$aAp|+YaU``3eu(q7P2ytNj3~5P-;@Z?fM^ z^(Y6v+T_FpKcKYGY_#!GtOSGk=Xznc0HBm}0Rqz>f$VWA-G#NaN>LG!)o~6W1;yXL ze+R4dY^k#wuH^%;N?STRJDm?tPpcs7mg-Orx}pz${`@)nJPB?C9rKR`TGamyH+w*N zlXB%>9zJ{b z4D;pYc(;nior zfDOzXr2P-v4;};xq)h-NHUu3Aq*(%y@K@t3Ar|VtpuR zb%huUfWLiOpkoPs0SuA}P%32bc&<+We>ZBe7>oR`oyk7dePg1#8?NI6$P@s*$o28c zk_MFzQ$;<1mjAbN*2-NBOzXh-_;~8M&;R`X3su*gDZn;H_sd!Sz}qJOUOt&;ON-iOm}L?on_F;PtH>~8XvjvaHhfP6h) zV+oA>$7nhi-QRjv>%|`M@PCO;Qou|l0u|7{&q3F>oAU3Y?2L2kW<84WqyKw!l%2Dq zGCAk}439($k3_^=;J>RYCKe|j?td;x8G|^oe`k?|N- zOIZlK$?ztKTnzv{H6;Ilz4Zk`HlU}Mb){ie%=bUrkU;`{r`mjq3=q65w7Sy$;Gi3G zb#fZ^43CI-RRzRPL_`D!7dN}JlTW=tR_vckEvkn?I;kH}5DWm2s*f;xJb><6rhf!% zI?t<{n=wxxkjc2bx#_e>vw#ezYi0;YxkPboj8!UJJ=m{2yN*Zm)tkyUYmK%a01&Fy zX*&?eOx2DaAdpx*yQ$(AKI(t&Aj1WN$8MM2m4v(v#I0R+-%SUy*kH4=c<$DLnxY%h zBk5s35B4R{6@|IEP#_yaMG4siQIBK{w4;$j6HRVReW~eOuA}$&0J^XXpL6XX`*xTb z1HSTp9(WXBbGm%fbn>3F^)>}!R+VS%(GJ$Si#tVJ20+<^*>(iX2yNLHU`A?yH{J1c zRjHeWMb?G~-ozNRjstA~p3w)C0R#;ka4rLyG56xsM7!W~ldII8CU!nr?9GjlKWt#1 zhebq;rb5!Bl}X1m_8KV^$mXM<8t6 z$~4uu)!s=PXr=Kb`q`g>F$rY<04ihWF>?g7jSQLRQjXgF`qFcGx|0A8&thBntJ@Ox zqEGd6DX#bIrIzh#TQX3+;J9LKe+;2MTkTT~AWl=!gycr>@KSC%(=0WyIK6=kLzFhy zzV&rovW4!CK;9WSITt;Az!a6cXz%|srvM30XYMIL;AQ!h`V!E~IH3C;0ObS8sRHVD z_TURQHeBV%x++@C;xb&c_9j(;YQI z+i)+KTwEaI0G}5$6zWf~GA~pczL}bu0<0Ji?Ds|$#L;@1(D!^iJS!URR=lOy`y5Y6 zYD<3Haq@EkZ+?-%V(PKP28;;+8DD7kbfq@R;vjsb@n{Q_E=0WpeMw_69~lvmvCRyy z3aq4UQf{$A>$3+ycN)+v=H(cy7nJ`D4;ig*!fF$!l(7NF)rEzD%gam4V^_*3px-J7 z4Rk?zKDl30U0gC0J!NeL0ggSOVBOm*8a}x^+=4~-Sm4Ho zSo(GN4J|?91gci{^~tR-cO%W$**#574&k9}leRjg&k*fqwbF7`_U=1`JnF&(ICAL_ zEP3z8J9iNu$4toX1R$IHkiG3Q1NWo(K^F4n5P=5_KoGO%_ILgJ0#G8rbfzuU%%6=s zm)?TWEMY&&q_0Mbii++AjA#u)RCgEVkG*QgP{^K0P#RJ&#U|InYm4@Ftni{>psnEE z+z_}-o!jTbXSLFUzvlI|kkegeice6x2B6Vumg+o7&k$0pFux!xeaZy3P(x zYhE`a2j~dZYWOMtQ3#DsO#B2Iu^SA75(9pBIiWYg)|(cnNaXkL-@gd;4g?cPlly#; z`TVe5OH~ZKqY7AH(yxHT=bT`}L$?EMTwXs5q|^hv3U;YETq6DMlC4fTa(GzSFco>iKft%LEXVeVBG>Xtv+ZntcQ>BD*a6wekOv*}wYr|n0#-7~m9Sd&OmD~HC%RC5 zn(SCsLc;Y|lUf3c5K;{p7?NxwplHBE@39!(p;ho!Y+H zk*QV+Lwo=&eP9aK&*3a&n~cQnMtV0T7-@lXZe9yOixVum_u%{!sl>0nfN={Dru_3K z>Dj_)y@3MDxO3{jFfwAWq4%0cTkFe($wJ38M(E@*S*y!WQUw^s^$}BG8_PfaAp|fu5a$ zZ)|Hg2hsF+ihC?|-FmSe0S0Ev*&`ss05ves=zdS+B3apu)#|Gx#WCIbNIvD6Q;YvN zc;V5QPLK99O212uC3ISCT9psxcv-;HF5fo*j_T`=tCM?sdqdrVozuxGz!Oo$$+}8j z$O!PA^}NZr^K?@?SZS?4KH;nPG7@?^KFRcX2t+!!FiE$W|9G!sW@3_;K4N)uli4y_ zAU&y5UT-t_J1p$iH51@8n(ly8WeyPFw*^NW8OzfEkqB#8j1LRY)c_H{^wE^??6ofe#QUtvk;D*Im?d183_>+!{YGNaGx9u%>5p7?iWd>qDUVesz<{*n?i72C-YmO`C5) zehX+LGi5pp8@>;L-@juI59?ZacIA)s?h~6PWYS>3LmVNig|1z`XLm?70lF-=y*f!A z>B0?IKd0<3D2_jl)9I3Y%qEWWG<&-3`{0I|XxfwT@5raH=GQo~@7w z2v{3UMzO;FV}M#2`Ud-tkLOtaGpW|>Cu4v_P`Ki5681#;?eF2H5 zjW+2YzI)s?k3O^~M|X}lyBx)!_%i95I-Il{*s+GM9xdg+H?6Tw#mW4rGaHEg6K#cR4`?R&WQd)o54^D^rbCscOrgpA;d=J0*?x4 zmD$NL@J)`9F5NF@!hre$cq%9O3Dg{+Pu>iFT}~2&vOrrbmf-Q}y5dsG>daJop>&FU z(a5v;5-S5E7niZ-lpgn^*6u!~*WYzTn1h`WQ~cf$IscufgSk*CrR%_Bwm2du%IHn}G-nYJ179@z^`XI4B@lHVre8N}#5Z^wb)7s8^W zV;Qsx+*3tqx+8O7@$2K&K*&*`;sX$VRZB^>z_S-7={K;KGC;^?S1ra3A~IE+UW007 z1~9Y~;L6gdeP6ub<{q-j5!T%>=0vgK%Ji>>B{I19ohDVWIi=^$-g!4X`lhB*7pN($tldl41Zt zcmUoFzWW2Xh1k=Do&dbv+}75%9n$p_x;B5Y?Zh)78H_MrA?tHDRe9%Ktfb-82~HOh zOaZ7pJv+NtwVIaFm|gV|B%s5N1+fx%@}K>EgQn~wbqb88%?K_Cv;ElO$+tHIdM+*v zS9jNqonFDfk+vGua<`ZugG3L+hoq!Uc2$il{T@}%v#FL z3z8K3@^q28J3yXkMYESF$@$sQ0TS3;r|FO$Fc%aSg4kNk?%sg=?{B{^=dqdGmiK#S zzu2Dc`MOSmmYo<9J=8&Cg7{Pp*GM&HTp^U5|93e<@d#Uf&g;u91I*@fAt`ISw2^o zvXr_ZTFb#w4CL{jbT3|{?uiTWD;2zv5znnl>%ZjhP4W2t4b?0sj;LXq+bn1@WxDB| z=w`!of@K}tby`jhZ4Xs4Xl3fcFhe+G^rtlY05E#2e~+3mDxzNbiW>(2h9R9N*AJFn z4XeS5u`rFcP7|Jvl#aBII}JV;0B<6T=rg~SFYed10)GB+R7JPhtl8321O^ph{aMWB z+!Tq-F4!NiA6-70O{pmdtW^Xnq%8CMc{KJVE90OFMO;D=#~t9Js-0wz{54^#rgyzlB22d|mnos5W~hs0gt8>+ZW zZ-Tbtq)TzX`M8eBL&aiodZOEodE+33EKIlblxhFVPI`o~=O^1b-leH~B&|Cy^0R;3 z6%cPb0$-E?IK?-^b* z85$t=B@i*;8YXUkJ8p!MK>S8e{Oq~Y^i3JGHVYe*y1mz%0X_1WePcsU3jh^NSsP52 zK~Ry{BCe*~o?_42ru?J^V!TR4!#flsOh-$?UxVPBT=7KSOc3!yB@<{em61nnHfRzt zXW*`T<*Jb_063b)3km?vV9-`OnDL5V?ztGRIfUC+dJg1_A}ts8m;q8|JFV(y{+hpe zGx>2C*|1p{iUki+sg&SO)xa_*!*7L680+swlK^k+wRMU{=9fN^kLa&3`8~9v@z_2G z6Ye^TugPhIsaBTSuQ^nGQY~m9veBkM_x(u5kOxntL~YAgJ@wf=W7U@Sd&fV1O~q$m$zzOUb@`dwbAVrN2;5vi3B%}UvRyKT^Zvat z`0UU|sb#Uf}#Ys7OA;w6uKX1B^@A`5~{$7 z4kY(}kLjm5-P6!@+8b0)Z4jo$!oZsz^Gy{cGINiTksQNBIt+yvh3@@Vu5$4aksi?z z_e@i5(aITVT6eH)ZrUl+d6$tp{yphf-P-sD+*C9K!}Bnm($~dT7IiPF6sEZd!M68) zStikqu<-U)9(ECrz*6uoT3PY6y7Ur1yZoTx7;aC4RyXWVN`ZRWW2Rs3VPf(pHgzN4 zrsJeS0RG+^8UutJtFSrq9OZ6w%b~MHG(ohUAzWi-$U!4^Wve1Hy;s#Bd|XU$g2flM z{U{!TECC8#bo4}JO9iD9RN^Nm+D7kx){B-X^KQD(4Iuezh*N>SpRT=g9pJ6~wgkJa zv@gyEK;8o~tA8QyvpPF7L6UN0is>B=j@cg2;E&;1L{*se{RzQ{VD6+hgU7eA4_n~D{<7QOJBRgA-yP~L60nG=yAlz z2e1zTYuWaNNPrw3e*2xycd~{ad=u4PC`*s?-;wWbKOC0yl?|QmFKYU$SoP+WRs5NKx`~QR(lk zVm7XKwmq^{(G`_NMmTFvC@z&>7RnReu_3ol41)zOyir{4fwU&|c{p+P_vt?fWH67iFx2 z3v`nH+n*>7aUHOO!Ku}Yau(NBcXAMRkG0jj%v%c%{7JE4*|1*(fffESjqQlwVkMN$qss_rA?h1`1letajsDq3k^jNByY(S|3jV zT_V8`lf4$rwup$~by`SIT#In9B+`@tVo!rVR!_vM@^LbDN3;XHrODZk2xbgY{9!0Z z11v`+{)|SlV%%A(D25cg1wrqG$1B9c@n5Sqt5^-0I&)^|aBCSdKpb(9j1~X)kN}|% zhmB`D5gx+(f+0A1*(+FNa7tuXh*(l8AQ$B`A&@Fo=FpA)eyOHX+1jnR6fHJ{@DY_H zV(zq;ek2Wr&d@3}TT>g~;h+ZYnr|ggS^2el@EdEq^!IcYR9-OAP@`o%VY98w$8|(J zw5wWhy(otBrx^U2Vd~24j+44b&(qI%Tn1Vi%B1!~sCfk}-b>G!?LLvUrQBn!XD1hB zQ@ms9rf|%LR$)hdAMG~ggV9l%yeu86pz|JkWK#4f*^$f@@uAsl-#xFg+53CCrPjfG zOJ}a$#EKGEEEKnR9ljamr*9O4^W{bOX#d3UVX~J-|L*OhePz2SF$qcy3Cil+F5nsB z@vN*jIT5X`*zKr1Xu&+f%*k~TjP`3nTByS``P7@M(9V|8Yi&6h^3dwg{cytrw_9VQ zBYr7v{=rM@1qcJ*7t7OcX2hKfI;@{<|LlyMR8s7^~*=@d0N zb=%$g)FMT%yZEKIzg|kUv+6lYuT<5!a+NaD%W-arNj4HI=NH{yZ2xY^*T9_n^yG^o z0o{Zo%xnc~l6SSn5=%kclT$0T&XRXkfnMBJAZ!lDRgKB0PDtMPIjYm9xy~Ur<=xm3 zEGpHoMwfnZ)g6K!&qOI!q^898tt1%|l6gz@oS%x+I)zo?i9Z0tMpAmZv4cYl;K&BF zmdUB95Ca5BNeNJA$_DG=AjPalZs9;;sFh-7coKEO zoeD}^m=)iAV8b826vK?LK?nUI0w=ho{IQM%KdbH|=EBCy#Og-YTNVC_pP8yn(#1_0 zq9v=d@%70G{z7+G!pQ*V$&#H$y{({2_eCY7&6M-mYLmY>ub&tetj6r1H|NgT#<{tQ#YrN>=Uk>xl51m$tu{L5|1Bz@7_0?e zZkz%Hn^2>?51^j*Ud`!_0a|fQ88+SvZherB%an z3mw^>5)CcKNmRanho9GyjD@M9{xEA0P~EPOF-2X78F7fP#aC#-!vA!XnWoIe z&5ihL?Yj+Ue_uF0-Ji7_N8dqd339FFh@4s~<5SJINAVo%)MC)wLrZHTLqAf->NAmq zcY?{--_>tax&CZQ$Sa}m=(U!}Up@M)76b35fp#A9&2~01TXBL|6MNFP%aY$-W41yW zg|-oq8+pCzmwX!RA~goigg>6{ET>9EsgqDNCgC8Qxic~|ljyKUztNNu`+A7d&qV1^ z#*{L>e3mu&JWM~n-K_(TIidcTb2)ZGWo`1f@YR7o6{(WYiL*1;6aA#VkX#H1E(;0@ znjWv0l9Q5tgFknwzwqAu`0+#X-THDhNWGJy@@;Nzf_>Yb72qQ->vTuk6WV;F8$MpW z9Mz2~+(2d2u#s&L9O%Fa@AH%K#>AYf56Xe*D2%dLWK=>Jy+>(MhDArQBvxK|lcbq< zCR)O3FUSm0*p;eWtr?b~z6dd-9|NIsh=Rag3}y=^Lxs_#qTa3ct&L_$YG3Tu*I`v= z6)p@@L>Z%ivbW|BfpvE61t?IPyU~Ijb(*m;DDiq4R31EN6Y@?811zo9W);;+H^J&A zJ2WW677s8^2?ztQvXpl9Wyn8Hy!KyrK4&I8J^r2V=k2R}T&$#VFS|eS0$`}1t?9A_ zWKWqYOI#j{<&x_*Yki{>U01W)wHA*Sa0rwEP8^kyNBIJ#vc+KIAP2I|}@nabO{#d;b1q2d7XdkU#~plI}}Ot9{@39@bUw zYQ8d=!eoSWx=p3R$}nlRN7i=V5b)ed=yp-RGVY1WMi1y@L$TJg*)glEakD<%VOcN1 zC?syo$+NK6Z1!un0ekfb6IH-CnX;g9CRPsa zSI@2ur=BHE-mLNBUN^i(nk{02xDeGjHA64LnWJrik0IoU=KPldHuxb-fqTvZA-?Lx zO(IYN4TP@#bgCGU2rp~g5#t#J3?xJ`?U8(O<$~)xa>M2@fQ|mUP+%iGI2i{(A{Q(U4KVcOzDUb)eCfAW#S|14}3^d44ep zAMJ|~Nr{(;PZ%p5fG&Yq+de4AndA7zXU>fbAFYvc=E6=$e#JH@kOdxxwvl5CDL8oq zUHt2k!t`}WUQWAKkRH~jz7R|kBWq6gww&4s zi~w_?1i6HLGe*6E!N3hvQCK_m(dgIbClv3Z|5jbY#~+vq$JjCcua)a6x?5oZ{tC;`CyqwN&(dc`sn?o+zFbQ9;xIW*mgZ!5x5dcjbkOA|d% zljox$%>(9q&4j{>4-~~M`_SgvCeQ(cpTrj!Pv0@qCSp~fOG201H=DuzAHv=$EXwzL z8_ziy1P52Vd(Ae0+I z^So=V`*Yu`JTDN3rATM9q?MD3dv!w-CQO+)K;?dlX9dQpnTIeKNfm;bM_$SB>jnLN z|5ab@k@1s8uI+&ZDqksBrR0SiWK=2=H(rLDa%P(grx#P$mrXc69tGW^Zce7{2~Yty zfH8`fUzQgj*LeXOKlOki8t~ZMS2gu_GN_7GdFPz_J1nMP_u*o}t_$t?1+3T7ZPeQakQT!+_eC^O!OSeU;P~zoTKPp>QfnPvpS{OZWdh}p zPAg$xkhxrjn-L>rO^NszG~DOX6IK43jHP3x1iJximJFoENKAzFATFt!UnM1x;mc}@ zP+=~WlS5BfyPkPD))x!?wR!i~`($E$*g4#_TGldDoOq+gqDH?7oaPYRaaQ^E;7ktJnk|o`r3p|b) ztuEkZ;#zW}vfD}sR!3e9r71UlGx?D>Dapl7xFqxB12xBFsklqmPB~Sejs&zbBDWTG zK@t=-9*W8u`i^Nc04p~em$@TDMXEf{ti0xpBlv*?(IDdi3YWEgl_HhRd+4RWN2sMTzG=hA|kh)!|b=iv{$aF9Sg+j{&%F0*UHfH($(dS9 zpL`ETc90SgS!eFQQOU9=M%T!wSNWdYlKpV$P40dEGMCsJ@I}o6JJhgd*na_pa~q1w z(#eVavtj@!doOfUN9P1a$yo5Bd>MXON_(a1bbztVC27z$luJIjgkIO+ z6s}?nGdOL;sKJ_5x!2;zh<}~HKo-csr#i_%VCrIQ_xCj<^St1pz>L7Wq`9n?hq+jD zl@2DALik3d8np}?Gibo1E)8zPKz81boP_hvS759{wuj@8B+&Z zh($01dUA}^;E~Vf&M=^s%xWne2=ZWc|g4tf}&UvSd z^-XOW+=_w3+5VfJwusv2?&*;W_ld*ue`6eebJA1nnh~$T4BV+Pkub_?1s#!b%~U1c z4}qQ8Gu?R%QuQgedrXoVZ8L8x%k7238*-4;3ox>Ely4yttc>C`>)%S0<;h-)M~4>6 z&TUUuC!o{kV#X@M2Nii@uqS`mXtct2;-z)uND^enr_&<#$U<>7_)R zGpLuVq6q&72Y*ktYsW@0;!<>GwVggep}%G-xN~yNryvWWvAI; zMqNm|av1w@%W$SHV*loX)`hJu1Zw?G3m%&*ZzYD-jD?RM>zpU)^1aXP{eC;Iv}5gT zp-=BSKZ8KP`@3_aXlvXIUuZlKM-B+0i5C31u8ACg0PLpqYB10c8$p^BUYe(p5hQT9p zfUa)YCGQVPvY3d)AEw5yi?CxO;R>m5T#C!n1sD$UqGt&9E_ea-XP1x!AhLeb<>O;G zDo>aQrp5>WhY{Qx(r7WM>UG&WmW9pm<=bpe=|@vG3BY?ykuD+(Vgk5A!&soNh^V}Zw6m6c5FEJbnY|RC<{-n3xz$L;CIVu z^DjmE4N_%ITOdzj#bmeTOEqJx)bmHYTRp`gHP0PKwO#6H6rKps9H#{_T5k>`SBI7g z+sTVNh1Kbg;j)c`&3KjX^xL+lJ>9zX$t`{%TlxY5!<6G)Dcg^bNA7+r*~g#}d8 zwr93RFKl*NVvklEgeHxapxSnHWGn08oKz7c8BwOROjnj>G3D`j z`~e;BQ;MBzpPe-6%gcutQB9Q>70?vJzcFK~ca*72Mxx|*#l66cl)RX+^qb19jSLRN z=?f4q_{Pk%IILx{U!VZoR_h$W&l5CYjCnCEN5^+^$NluT$(fG0!CLF|@5bf8k|AS- zX2+k=;$%5lU90+s{O?Vc*b9UTAYq#D6Q=P*%)_=<=47>oUa1ngk8Rk){|GzNXQ;zy ziGYH~vMw>A|7DZrojVXK1p1Ym_K_Cj^c$~*dHJhM5K&fvlc-L%3XKFi;V?akvy_?! zlK2eXPkzd8#|#IqMgmQ?_72;wYBfed{GXku$C9;7fHvT7MF&G(^E^c{@{L*LU|*tu zlF%}D7YWBgv&>1T47e@_PLL5Lg;3wh*<%g;AuS>7ALsDM7o89E%QAArZWW=H!qYXm zR_AwjA)R4U9<3GZDh1 z2$6dT){|LvmV|9VzbMXvsP9l}ZmKJ2h~f}S%$V|STST_L*Cg%v$an@>Ipks%_ZEn0 zipbNqr^^H7_a}pVF?#ZZlM<<(wHa00P7Tle7IGWVoO&rNHye*RKMzb;HwR9^(>^O+ zyp^$D{BN|;(yLfGlL{!81_u5BT>gBGLA=cc`JZ}DdYE;M#^eVA78 z`-mdzBCSW{i?{U3e1+F*@7nvf21aBTxH}FdT(gzy&cWil?z*Ah83Q}58Cz`e%_{eT zGqw}IBB1CJcK{K@>;b`ys#AnwoIg(qsS(wj3jPc6bwa?%b@iTKWjmL(j@b(Y?{9Ri^AOSR5w$o#A;88!2wp)NsI zbZc#~g4}&0w$|tHIg#?r<8VSrN>h;#J_8(ar=>+FF2j`VPyvk9u((|(R7(rje|zJj zS0zIL`UIE^A^(i<>?L!-z=Q-*4ZC~+obIK&p~4kuZo5K$YUCyN=I;s)DaLEN`?QdAsUO)8W*-6uq^ z_z{kY!j+V9Xol1!YB106VGiWzAH4-xwwig!8{rl8z*aRkDFA2T62td!zmA0)H z)A-%OnbvNPu2fl#+ej}C7rf~tTu4`o4;1XD3QDbs4JrH`^345?_N! zKt#T_Q*nl$^8_q1WEBt?{kD9o_TqWLXhr+u?U~E{Sx{#L`~aVp`sX;(rf20#0(0kE zXTmXauS9H(NI^Q$AKc8d*&}svQoQHPB3epr%pwplP9g3Oq~BpGa?WwlW*Nzxm24~2 zSlH~>%oHzqaSh^By1yFon-_a9n-6))0bd9eK4(;&$u(zK%~l}z$LY4%j0Gtnu?2@H zN90Vsk@k%a$lBb1-nEemba^Aw=z zpnkq;x^3r-%;$RbOkR3Dt>x>yL^ zmqplH8JU{HG7*7LA%U(O8*{CX`>$!Dn@Bb8E_rKvjCUl5B{*ZOCfr^WPoRHPvyP-o zobE8Caph!|6b?Aa=iS@n{ar?H?QE+Pf0J7+zTHKrrcvUVe`~AFIGbll{YAL1>6|)f z80rF-QJeHb<=cn;7zT@kkWcz0B&Q`x?90&G5h9?%10MnJdw z_r>L)ZsrtNcYi^)zh>2S)=sQMz*J?rP4;}!6?0CwT(<40R6nDRFW$9};tO7j+4!uO zsOi+kH5E7Er=%CS$XENU8@$o5Z_`t5^zTwVpiyMbHoo*c6lpvmPz+J9X7JXD7aXr zB%-0IEM#>&1}+>A71pGHjpxJ+t(8$QNFg@KpYAD-);WQ~UI=LmpQr|t6w(HMAi@cO zPsY|;sU_?|z_H5|709#y%3j!7*q#d#LfB2L-^sfg>@#<$)M9KhaQTEehqPZY36>Ywc8#Eh*#by1A9HP4W6o zhF-@{ZHXsYZD!y_&ZdY!tw)NZYWct_=xeghnjTfGgFh&XGhm@BA}}cnxmsY?P0I}w zLw|kHq%$mL(3t5p-hxTiIV+3h5Qrzb{X=#uTMeOkCB}^u7hZ{%WCioUj5<4gI_LU8 zFNoQXYx{ewoQ`8_x6Z{QX=b3KHkWkq((gpT@Ly19zufH12=xAMjFcTt^^(r2Q+MMh z1a2F_G#lN0QzppX$z0I>WRtLId7a9pP1h_aFV69J?&y0u!-t)qzvo68=E*AIK zZuvQEi0?Qysgg#ERMHme7qkL+K5-#9eoss<8~L`=L-qaxZhvQlm?^XqNk;8EyvofH zT>?jwCa)DN!#5R+XS&-s!cmBUEAiF zO6W()sk%CGrCB=pe`XlaKK#0{-XRJ8<`s@I(Qg;1AEARU14jFFU6M3G?>1a*D`Mf_ zZQfu=!(Oe1!XsL5!ClgHKixj=B}=1eYG~xBm1@U0#SY`6RnG^{Ii^iR!ns(8BkYDR z7mh(gwLE;MweUAf5kM0`-OK>nE*e7yGmN}SSMbHktd_^kHw-po&Bjwz(Ng`=`PtDn zp}qy79ZA!sx#XWN$$F~FFDV$*Lc6Ni>yS2?OyzP{C#B8)7tV&`(R)8h3wI8VY{}_H z5^0G6iFBytvL(}Au@cyinS3H{98wclVWyK=-;V%8ZaF{dXevuDE@t4gS?C9f{pO96 zXPO*{0-&X%^F(5yBW4@xGZAk;SH9iJi-#z+>Y#Dettme!hb> zo;XvsLF(EXpgL2r_rO#Z!ry$MM7G#`-FN#(dN(W6GYNjZU9hF$ya>|yDDbeW(7saL z)YPOC{;%Ta;o9^!Tkomhf5}nAHU2RY`@$zh`JZVCv(D5_hFg(%hxAr23b+Oe_6I_P zaV}=e<4P7{zLgqftlg)BbM@1)u@L3Cjn*lodL}dr04Cx`o%A;IO-ue!KL;$I-_qev zoJyIjHgaGJk*;JVG4f3n#D9cu2nNk(E50A(R+iC?g72Q_@Hp(FcvyX<}@yG;g$2JRqprMH^Zh${4Nx7 zZqv98Evgv9#4YZrDY!Ggc8hvK3%wka^wlK2A(+@o;MzZJ<>r;}xGGk&&|p*_ZA2}7 z6D8iY`kY$X@K|OpHt*JIC|vZ&v08cqwIF=bNPA_((<5CJHi6*k+6KvSJ`r zlAbsxpE-|ictr*kVGL($qM3@nrWh-oc&VN^Xp6wzhc$Ufo)@a8HmSu}lQba|8DFVh zNg+ytu(~txCpdmajxGVMXF!+k4!QXm0dsKye!xvZ&r@~U*M|#Dwd%)!?TiZWqd-oZ zYiEaB{+!*y;L!p)0gd|=KmP(q1~A?f*yk={tZaz`1hWcY4H1f$bEQp$Es3d_SLkxu zHM5W9T7!oD2sA4T&Z@EU?(or%W@>_K@sc)c@x;L<^%*^wXV2`0NS-0%#k+48JciO|9 zdQ=p}X=pE;VonkeDl6gin(1mX2$fEvt1~o~*o@4ZjkJNYyYwwT@^P>KHnvuVhXG*! z89-n=0A`wVvY#VUb#_jMP;(Zv6Hh)Q2FKX{tUM)1K(W3Z}D*9DCo;&Mn^Qqrj zbcrr>DmVpoX2O;=yOQA;QAA}_iP!Ly_%Z%I7tP0`2a*Am=o4fXj0j05yvA@((&D2GP_7obocg}XJlmOz42LKB!dCQkd#94DxV?pydD zdc^I(xAws*v~P%Eyy*xvJ_@}9`&;BbM@P><-0212y=Y|;`;o5lhhZApv1r$>q9<?U6t(O0i+JYeyUAilX|~koJBbc6pBQ7(80Mr9jwLkfCd0g*2XUHI}Vzl*K*iED`(OgkDBxHEGb;o|i6%P~}Qm zRK+q;k|QFU7)p7)w1;Ef#voOKp`L$19yJL0T}`512=?QuC{x7%f8)=kmmOMp>nniX z#g$Xz^-7a^1_g|neEfLW4=x_Ob2NyO1|^wcKuTf4*-1uSYP0B%5tEL)#JVNFY`$Ft zt2x=9HfuhORT}#E_zcVdaaIrhV|u`-e*p+U`I6oF?;q0(K)z{x@@2@_H~C+q913{N zYJjH!EiLU|z;2@1TCiwS3p_#Q4lZQ`Z+>DNq`I)sKdD&#tyx8w17m7z)g1FJ%?r8&x&6RR$zgXY0FQI`HTF-?gedOQnd);l~A&!F69eB__6Tg(+Y@6L=~ zG$i(6YNoCj@~4*C^sGc@ozas{UpsnkvXT09cwSqV%asU8>mzN0=3kPmZMxH#FrxGj{}h2 zHd2?oW_DCxk}0{$iRYZJBLc(IR3h1b%;?Q_p(jfuV8IT>`M@A!sarBmIWEbVw8d*a zM2Ab^IuMv@Mm&=I!z21N`%rH2}zR8DlJL-;prgSU5OdhxgXdS%)$tSKd z-W%aR?XI=`B_Nfw?(GclP68EzJ)jn3oH+8&jL0tU{E;B9{FJdTT4?KYmi`>RGB7ZJ z|6q8w2(@g`8Zx!Lw;F3afBwmre$N8@7+%KlJ{wfzFJTYPU1(hAZGza(o;2W-Ny*4C z0_;Y_wk@%qhd`H?&UMy-?h^wb&H!cH4~S~dc0T}4fJbNlEAwvpO_&gE>?F>iBh#Nc z!)Da>X6l>z+?=M;Fo`^MHyX9XghiP7DLzxrI&x-8)=*Ood8Z5Jy8k#Q9c$b;0W&t2 zi>uSduZEsqaR^YLF<7-z51~6)oF)q30hy%C=>Ydd*nxRPe7e_3f_#o2?2atA%Q$NrK)%(L*O*326CU{7YixG99{K)Hqi!N6rrGlx7Pvlq%SQx zY$flNAu$|!uOzj`f0`hSe=-#d^Ksz45iP*EcbDVWv*QCJsbX?7==FS^(oA1b_}R#u zikFzQ6N$&+*ONV2Fi&|8c+I&NY`2Z7(hLIZm;+ug~+~{@IUv z>UmE=OURqp5oA5n3HH0{-2!(lE8=l{zea`dn|1I#wfpVte0`;_Kzeh%&|(GWA*zFepmg-IE!L~Yi+K#=dk{H#tLIOCR^ zn8-29aa`>6DkbL1PIiO7H-6gH3A%BnH9Z1Y?+E)yvJaL69T$iHH&pxY?4BoR8~w@> z*S`$O-SSyBBeMl!8+StH`EKE$jZ4W%VY zN9K*Chke?m3a$X~^DoGCGh zW<`K3uoGzjbHuAD_Ri5EKHJw(_&`&kUjflaWSkItZH=Yhe(mKrcW@WfZdmUv_QDrG z$rp15I`#m;B6O-2d9>2)P;n_Ovn%=dh=$m~JWRMnC+hP(&O&!LR7FNcBB^F#gHlae z;h+rQ+yLh#ey!{OA!{smji$9W3sEZhlWVzrt*r49*1KAKgj-Yn{yV{~1^KOmYh#uz z2=5A+vx`-8H<`)7aCJm;t4ciPnhCJ`K}1-=XJ(mi4~9dJX-~#W@}7x3)hRjm6%KYO%?OW7Ex|b*HWPf&v>Kf zCcp_&z5_gGG+*2si8mq9~9xPL_z_RcTxuh4%`K^{#azNt$K? zjTtn_{R7_cnH;EkpkZ;GR%dK7`fB3NC9(!SHU5Erev*dimK@-n=7PgU8Ab^pj3jSe zP5;;Vl{AQccGr3!iiF})d8altYlpov)sx`cQiX7Inq=6o&V|nOs0*TjLfIQaNECD zlZ*G|zT|#$eILgA@YjOOpiZUKD>5_+OFbdbOp({1k`l>HjQXM}O*Fig$@Lsv8s!V~ zhTkP#=cYJ&iMU_2tSLipNTuW-CLF`eJgCbdw|9B2uZ+-|jGsBEfVeZam=#peuTcUXe z2UfyUI zbw48z1Yu<7t&LOHjB%+rIo*rTD8k`;vdg5O*$ml;b2AQr*ZLDSb*%6DRv- zpZ6+~g}OdnDlG}NcT_L7T>_pZn7v<@4?ndnXdOI1m0v7K`nR~5N>DHRk(39Ct}-2^ z)g{aK@dn6gfBjmfO)!1W<3IY!5*4T-_9Fc}i^JsUezM+SXX@|)W$U{Ok4%6HagqwU z2WAn*02GC<^Gh-+jwtJhRU=QDS|il2I^LN1yHL`H7hgh9ZmUbH^iO59s^?5-E4V)nbPNF{@e z`Mj}X94J;tTD`cW=Iqo_zWd)Hcv3cI+VLuAKv7jH)*QF#v2`gOJ`=MnL5LU?z6H^w zDA$ph4l-ICgfPesnIMbuu8c82Lr4kV{tg`UQwHVZ$0lS!9cPEn=dZlaPl&n(urt3u ziWVLT^WSX512GPc19JL6paVY;jMDnm3PVJh%Y0QfI-8N#uvuOEbQ^~^G2N1zvixBs zhvJN5{Ch#O`dpm7oK7kBI5w>@h3(>Cj5MyMrtDWW5%cWyG1`zp9~ppqp#f#nL^q~| zpJyDFPw^BJ^nc3=BatBV(BG5N+*Ecms_-ywe~Xqn&!H#fW2CRfUXf3g`{h8#6r50E z#cyUOEOy{7+1nvSJx4cEYMhBFccC~v3ECsL9~QQW;Nh@k`x$EeR~;)z6XEUL5IZk! zoMuYmnAoOrloO>rM5<~2FnP}qf(c|w($TWf)reB%iqyUD<`8j=?B_%Nj0fLIiEQBJ ztS_Ny8+ZflWD4wZh=PG)6~=Q^IGicFRV9$wi&B;@c&!mUQLw%l<2;UQ8T=mjY;UL; zFE25yXd@Hh+!2xM^yjw*UGUFdV=TW-7Q`D_kUN*&@0jj5nYk%GE*1p_64x;CWHo7) z|A7D}MBUHbHt@QT*6kJZt5fUT$8Fi2=F{gY7s5M&4Z1tb<4T)Z*CUvVaL3k+M2Vp1K$*!fYm8isJVBGVJ z6L8K*bGxUFaY_zO6dW{P{UmCe28FkO5U25#H@t5#K4emJ7GwM1*qiwq3k~Tdv%H99 z-GPTUS5hY~y4#J-df<)M)>)f;uld!i_(;rdJ zXlu{cVo?A>%U5C=LejVU&<=(&4UL|k9wDxV0v*4s$nVHQNEvG(4WVW_?&fV=+Wo@F zb~_iBQ;{s5Js;L$J{5)E;8)}9T>GZn+Tj=kwxgxSo44XfvwSIdCy*K`i}GrM8LVL^ z=W++R*JA^{w2T`AFL=kO%D0Fka58wr*bPqhPgBJMkTVC|%LYT3RcMfM8b+y#4{y&L zTFn0D3Xdy$mV3$3-*Bxt!RB)eKYh7zd@t3b$lvS)7*CxY1pwI}05mX9fF#E_K-PT5 z27wNY(VM3dG3%kTR#uR2Wd7-5{)Dk`SGi5rYdzNXILP-B;p?23ZS#fP^2w*W>ru?e zqAZ_}jF1#u=KS^#u@b$BNoL$kgqdnc&x3z#s4l*D#>^`w_8FvIM?SDBm@uU#MrR-S z(=OJip8Udm0Zrn-sB}Ov?9XFIUo$w!`CFP@Dn-h;FttN#5w?i4Z*S+Oa3}AOs=}Qq zKT?xINs=95tCv)%s%=J*{HeL3S`BM!0i{-=USc={QAT}|bY*}U&HTirYHG~B9W}Z> zm&~$)Bj&eC(|9`fABqBSvwzi5De(!h{Z(#X5xv-99s|fdhLqci0F8Zb?AHjo9nu@c ziW*qA`4)^%|2hb}dArD!lEU-kyA^d?ZwBrL zuM_pUXnB&MiJznpo9_7^odB(Q(0*4Xqly%#^q~Jhm@EGWqi-b*khx3J)ITbVEW}Bd z$TWr$%DY&N%$gGAb#H5(wmQYMxwZ}er*FmD0lbo7`6ke+tOpa@tN;*Xi{5tgc9!Q~ zpfm;wVt&9)Uzx^wZ`yv$gl-#m|I^UdHR7A=!YwK37-UHIu~)a|G5Dgm^9rACz`qDRp-HjJ3wB*(6UfXV7PM5 z(($<6$JKiyecY#YxVc?tIJ3|c0`gLv=^;ilQaj5SW?@B;$kS(m`CiuWCNs@Z

%Ld zHbNQ9gEtG+0$^;C!rEbQhFTz%BJX+Ub>aW&u>atVS9(B>5`BInkecopEhjHu19Yku zbr$$7VdNn|dm1W~X~XYhN(~FH?_8*6Z?GngGjCwt(qSDZA62g0N?o zKLl=*>Rk%otNpr`z7R!IA!OVziDKbuPz=S3mZBN8gsy@}FyoX{ey9h5$T^v`Dm)8H zCzQevr9l&e**~Ra8RTJ#NT^9iCV44^~v;VPR8g4CM#EN)Ojsq z9dB~BHh4Cyy%POi=ZMav;U&ms?e#Zhyoq?(U~H~qg2;gr#p{Lwen2&0H<#+K7&O9O z-&WF4lVMi@C-s#jQD6d0OL(IVU`5n9-;U-#MLhC8^3*-&d1x;K?$?*BK(rWO?opDi z2D&ETJK?(Mj6b96`vn+lS^?=D{+XW7wixRbfP@7~LXTD-ond)}r8{cfn~O?TxKHTO zUH;MfAbD$CtM1a!lHl@C4HwIL$(44{1hOTw?$eR(_Kl!-R#-Z%8?bQ*CHiSO8k@`T zalrNoyQH+#>!P83Fj?T9hEu^toUibyE47Ev_gLZaJ1jAVhA`XnYWo`B_l5 z%vzypZ4X!2iWyal^H;^#zrEOrpa2w->;2a)s}f69fs*1Vn4aw|$wR(7r#*&?XK#G3 zbf4bS*nEjk(HkMR{K2-&*U6ycUQO z`Or7W>qS}db744<_9DA6y^U--HLYNh8xWT_3~)!#24fPA({H1x!KL_cr9*Io2!}cw zW5!02&BJL`Wv+um2bXbS>nA6S;dMYFtqUt0jScm7Z{QGyi5uqzJlTCb|TdT5KWX z_QRl``?9nOL5yIhqEBr!N^B$_h~kz}Xx?RxWT4kLZvU6Q z@Vqg^rfC!J83aM`v1xz5F_{FF2(sJrdL56810Y}`D0D{9BqW$ek)e5FGP+q@TH}-| zsN6b}o)DccM^xHh_B|iZ<}V}~9c0)mP$m9i!3i~vAW0I`3XHiH5ezdpHtoKt#P;~{ z(D)VkBnEz8`^#Uon-Mji%3y7x+9;`jBU~Og$h;8$v|} ztGvk;EWX0fxAHgNJTPbE@U!nX=m?33)-LC5-%+bP0e?s^Og$F^C(_ST^5@hqK%jkI ziULg78-c&N0~wnhg6)cc5O)>FdJZtofF(%hcc*U?cII=ba6b_87|8Wh%QeZpu=3+d zAW;2Oat^6yl`?boee%PK@xt{0@y(v^Bgpq@w%znRGVlJu^eL0o{MD0_SHY58Yy zIVSUg+|whi&-R^fNTKhQdBx*wsd=`UG7&Sgd8^<}Fhn4=ljP4p=W4gw?pof2toa6c#7YC4Euil>4+Sg%iys6(g)H9(Yi5Ici0DPD+w4| zPnT3rk>0vXeWyp7qYAz^g<-^>6s$b`kM3rc`;Pa6Z`PT8hta*x-)UTK8S_7xj(x6k zgl1o73kvDy{MueVbN4yAU0!d_ZjYjhm-u^jO;(Vd`Zf@!()$kbUV&`OZ=XzWG9cZp zYsB_CN^nvJQ&VWJQjNugjYu7o7ep9-(#>w7)eYxR)6=I6U=})`1Q&=!RxrngZ}`M?*!!J+dyXH8ek(Q0?adf zwx09z*T;YtN?I4s?h-rmIm+bH%MtyqttR@kge`tVsz_*?loWWnLaD^0^JwPi=J@Y7 zy1dpr1^ryuhbndCt>q#|?LuxI&Ty8%dZ*P=ZdNCMC1%Jr&&cojM?*+zsPhyVtM-~z z-Dskj2L7J?B`dKk;lHq@xo>wjju-KD3Vq^!BuCm7wwhwQnU%WEAYs|1maQweu62DR z9O;tF74Pm(m$<%vy5^r>uFo7CL_T}B#dCYE)LTJhc$uns=)3qpFM(M=;d_DZ8|0x@ zUDz1H(smbK)?z|)*Vck=+O2>3GWKhrEgBD-d*F4UVN0%rd70?$9#&5*rOtQ&UJ4_s z1hK@;zi6){+d12;tFc2c(3RvjsX-EHW0cY#{ol+rs7ucCri`;8F(^`V^ka!Z66`$J z%_g8Rvv9WGFnyF&dk<-R3!7Uk#A&&cm|4$cZPSxxK%G1 zc^RoI1_rjnShPNJ-Bnofp?n}oa50Be|B=|>*Ac0qo@d->DxY#_m49>KOt@4wDyPAw zNzbV1kNsW>A#N3wV{@azAvHi=;FgVf@J1n6T9+sD9F1$?*YoQ+#29$a&bGLpAyDNz z+G1hH9DLrJ(_FS;cCFXS3HtFLZ-tXT>RD@}?X8YsQRkIU>$+z<5@h+T ziYpJ%ZP@^QqvbIC-(_m+dousxe&gv;iqhXH}F{L4@HL;Lb!SPPr*7U-;)N{LPIu4HA z66Y$eoH&50dwZO$bNa=tJhv4rsnf`b`#IEbAj*yH?5B}=1+a6&|AOD#ds~S|N>egb z-dH+HeuFj}FF(-|*XZV)c%PVeA9cJc!d`Y-RHf3a>i7@AYV(^2gX8@QSqo&QrIy}^ z-Z!O03HO1&%(e((OH8wZ<}~AlN)-EO^cLL!4LG>lDfjHfnHf+R$0MGkp0T#6Sk!)9 zcr3v)gdo_@L=!9|_3Ac!y*z(mE=B$Bg6qW~U@aZ!$oLi^3>8j>=pIToJ^kqbY2=Xlb>vevyI=)0-e*|t#3EapX$p%zL(`x z$!ED*ekkAgB#(EG{eHUoOM@r48m=yt<}X-T{XUSfTN@AkD|=dOAW>mnRRsdt!4Nj| z?n_3LR`xtr?#{^O`qy{Nb&J0>-wKJWas{3jAdGAL)F(6DlIoeXW(@ntxN&R9NImh! zpk(mgtHrz{E-62k9KG{?KgW$p0X6iD;?-hzu<~X*zWw6!R-J{o_7H%|dX7MKZNFP= z_59s>wRD%;xAWfx`}J?VHSzz)=hh1C!f!hc0^Cu63ReS6rN1xj^iS?e1$_8`=)ZJj znznPUTXD|C`hW>UgudoXMLjt{!fQr_b(Yo&>HQ^6n&gk!GIS zXILm;FKnM?Y_~m^p1w39T)}4?&t7w#ZASa1Itx}sg{6!39v?m(+Z=iiwR-K9D6GDD z|J+Z#AXw%e4QYF%sNpue5ri!9^?vicE$4S$R_1^Bsc_cXe%&gA$RK&1pzCvTCCr!R zdr$s!qS=mL$)hoVhqm{zd?y7K!Iugcs7kkq2`(5hnZ*84xM<~Y-p5js80xX2SR|&DxJ|{)A%p&`4 zsSa=Q4S&m%d}@JnoP39e%aK_dkrp>+MkrI|ex!az-p+t<)z5$&S|FExy(1ww2q4ST z;SM&wLIq~K8lV{7#3GtRq}|V1{VZ`%YQ}4ndLZi=&yVuYCE=cW|3+RX(v9X;I6rkU z(hUpgcwE}bS5~UqCE(px{v=hLd_P_lyJwnvjE9qn`@4z%N8=1tir=LLMbly|+(%og zu7&yIEu7lgV_mW=Mc$gMzmnBmb;c5E!$E?p`F%!FxKRcVcc5-ZrQ{YEn0ZNJsym8k zyc*Bxf6bP?Bntmehl&KefojpM1pmQcA2EOy%kBRxclbbHsqSelil#a6KsN<)3|n{k zpCg%Eom$c#ALLpt3YVo7QFLwxmMJVsE${ziKjHXZhWqyR?@PG#O}l1Xy62Bin3KON zVyZk=5WG-G=I8X-q~{W}`|Nvl=iB#F;PT_((4dTu3y5TS)impx(4_54ZD84@{iUQ# z(k=1Nm*)UC^%lJebKc9#(1snv5?8&({>CxbPBcDY(Fu!^!hfQoK zU{AnabAB6ijbtWq?rg3Jd6W{Pbjpy|Y2sJR(MAgshk+2Vc>d@x@b>Ddm6&QYRW~H@ zy>U*xU9UH0{R+O6vUppHtCK7WV)g47D79LJ;_O4+i{WE5#bIi!j8an#dHPPC+|)k`z*m{xUiGQ~xWz@JC%qzKQT`J>Rm z1wA>A|4#h}lK6{4LyD2iO$X~m#KN){y@R(?#Tfqv1;z!qW{{NXM{_mbGZ!#bQdoOn zyh=x4iRQ+tEz)El^x6#)mi*{mE-TaUH$WSdzYW;7vRzoQl1+zXul@n5;=s4H38k+>5a+PjD<){5&gN?FhwpVjH7alVKczv$D`Z*-nbFveb-pO z+@eL8I{-PI>We|}{FMdb#tCB$L#Tw=gWL4YEB{a%&r^YU{b1#v_IbO-R}WZLMAx=P zBM9`?h}_P?RrwMJ-jwQb&Ikp&m;ILFu6yOe`793A*4D~A;yow%NwARvc>bicr+m_r zmX#>gDcP=QNu&&8N4z*M8*ibt1l}Q0nKJBgR!=$eJH|YZ zKGrPwO(sSSv}M3X0`^*8;MJcnoZf0h6=7L*=n_XcJ?PHSyU5gjj`F1c)s2_fleDd@ zjhe==O!+^29%=p$0hCq3HpKfh);V@spxW`!e1{ilmN>6}GLK9ltExHmQm@ZgN(BiN z$?&!Fl{ADqYI1Eu0bMI$-sb0lShivL0ilmV$bY6Yl)#GDPl?Yd^Robv1k5^s*ul)1 zlUQI#!U^!SFa&z?KkO{=YHs?YcGt84eA|QF1tp2oo+46;*WYQ1HMW4uV=_*c2yII| zDYx+eU&j>51XHdUOV|&qHpUrty2;@XkXUFpFHE#96z$8oH-CSL#Z_q7J2n@NS46e7mWJEtah&btnu|`omj2kWU!E=rQ6P=)+ z?p_af{1g>eijSL-2)QpK%c{c~G{*=7%u~(m6^J@MJ^Q`Hw$B0EUl`DTRcQYN@)q&q z5Pb(UxQnj)Vz?EU@GT0z02awx-?Le9;;`(GKdZR53#KL^arqOTFp+N3@=ydivT65 z{kYPst$AgFi?MMfEeUpuMUx3BxpRCCD2I6>%ikMo zik7>-8V`0@LUJhvSjB|w3_jfsfNpI0jp+H+fEE-B9fYJ>X}N$0)G~G02q?B;#omi_ zMU1%=H{J{NDh2liG$hlgU-D9YNpT8()Dth%>pwa>JeGZEg4NmnG;+uKKD{y(bgptG z3~}0FYJf>2O0io3G9ZB(M&#J5c}t zx|_Izod8H@8~Rb|tmbe>tr(|1Sw{7@r3_!2qur0<^vT zd=nE*`{<>^cte5lc;zix=ogyce2^XuqAr^UY0X!kE7&WI`EZXKXQUyP3=MV%p4dIP z28Z1IBU9H!E!5|T06=Z|KOoxBZRbY_FcwuFTR4}lU%S0N6tk?`Gv9WC(E~YSFUS4V zt}Hq~nWrL$#ecUSV6U5~xpJhtV=GPow$Gp>nGRAlozT&Fg-r<8Avuk8yOmFU^m`auvsCZg$PeWnS*9xigm~J$ePI|>r@G6%>oTi-2n%C z3EM1_b5hu7V>3R$91ul@M3kjNGZ@c|C-wQw%40cLOlW7d>ePwvHJQ6erO%!6dS5QI z)Y;;ndHqauk9qQF>e4l3l1~9?PC%XTTD;1N?SCcY)LNLgKN{2@jlKKdSrpCe1GzUq z8`c3}FwYWZdE5DB@b=Ys-;mHuEXgqRk(sgMS3{1Sa2^}MO-RISDGAaWTWOp)`F`8$ zb9f?eYH5l#DL)S8KAOfAWP)5R#gAqkb=&Wv|0~CApRrP zmG%d9v%MHx@vZYy7|kFQtnJ8`bi0o$PrpIM9PTr|@p1f>Rgxtp#S3{MZXPHlQ z1o1aVIzX48IidJ}$a)K?D8I1n7e!E7QX1)QkOt|lp@&8qX^;k`8yP~nySpTmZlslz zE|HS1v*-W5-*?VhhczNgX2zL$_OqY8@B6xb7jNVg5`%XJI8W0xU2y)$WoQY%RyP-npLfH3*4C2p_x9{l6dztAu==$y01Ce; z0QLYFdcD;|R#wwL&Htz&AeH0Ny)7D;i1>BzxWddf*Eb;1hD`48bVfcy*jCzj_~+Jf z7e%YoB!!p zXr6ExjQ)_*HD80>=sdx#-@y`22aYNy2a(;*nG;$Q%$j6G6u%4-ngh7|x`TI#GciZI zvV@UdV=>Q55a*>)>2h4TEAm)dXj&VcGatI5tQgRrRVuZ)oC(j#aULtn*6AuvnPF~! zLhPeGDjsIGh;=EQwN>mKPfm1LYKaGzTD+Hjd!-sHMi|GW&*xoB#-Ej>1?{x{RF5G$ z8I+-2Y!ryU=yznIHXrkBrBqQ|TtTsS@D7|4qz-OCsDilHDJlJbLoqN9|okwna_ zgWd`w5)R8ngbhpD4o&3>wA#pWx@vDcj-s5$J?kRsV+pI>Bpjn{UoE>&-+MRa8^cZL zis(Rd{b(b<4H&%XAZE_oJorDA=GTh_JForHV(&P2=ccvmok)j}57ySZ7F{2}aRo}> ztcOF1uD`P`ck?(84;vm?CsxK;DeJFR&SYEc87K&>oOx*Mr@PTjX!}dK>G&Kb;_rs% zh*PnvG_F(w{*n7T9i{3|ezAX~=|f}-X-_(O<7(wm(wmvBIVBoI^3wQjx>+c$o&=Mn=h(`e;~3{53v1iGN#;q}&TU=zU_SP_e(s(0`;k;{V8YiFO-1pNOSq6WTZctQ zf!(Ol;7%{o?h|XsMr*Ixx6@R_gR9(E0%1niq&h2?6uWq4?e9dHuzTWxuAnH$SSOg7 zJ2H$k@sm^PcRTBdXb1%V^1uv+`o+rA6^cVBSjTyN;LDVPLi7Id=sbyV6~douT{Y$^ zkKgMYkz@VK$0>6+UXq_fFdQi_biGO5vSjBvAvNj^2RKZx!qC^Q3j zjD{*;-x^uLTgG{zkg{UMPGELP-i;GGjgQM%98!_^UtQV%^~MeISYHVtO*bv;vixlw*@k0S+ zE6s&1qn;_CcRnd7`ZlQB&w}75QTI9@Td_sS;rQ{C{vpM>wGWRKarLt`?S_PX|Juof z-;0;?{u?eRq63@3Tm&)YuF?rm#)6Yg!ZofSTqe}%D9ii?2G$wRL9;NkKPyk=wbt|N z0vqm>P4=Q~h8inK^29^5rl$Br8?*<7&l^}`4=ZTs$f{|jWGP@5@2y%jb)yDo-Y}HD z^)X{S=uBbTKT`)wX;RWGtFb=_1KJcD7asTQnAO(jPq#J#ftVa8!cFt?AIw_@dsGif zM$w$9y0rguWy#aR;;pzTvj54zL&`ArFCM9$x+gWLzK5rLmrGAR2K-Dq$vs=QeRWuz z9IcKOXj5#Z%S8I+z}d|C9?M_j)7Y7;mAmM^VyLt^QfZx!a%t5&i^F0C=#5}}BR1Ag z-_bIv5`DpU*Jl!`wxP)Acv!78h;^JUW|OIye(&~fy?~%S-BCzDKpq@WIJ~mUk6!UD z+q3_VyAAGeGrEbOUmIqwHV1%6U~xNbHyVkjmc0VHeMJyb00&=!Od_~rj@|zxYIJPu z1k`oT#yvU{fUv*onUu@%HeXjN=-FvkLfseU2~d$bulm^Q0E8MIalq$b4g~NV=spD} z5%gKReP$gSWJmn0@xs%MAccXpI$(ojbr4iqS~jnWg~YxALlit%4L08aX*ua9`LgsD z;5p&(NKZg{bzD<p`jk6FjGapkV4OyDPfDbPjxka7*mYd z`F2X)+u+lD%dXZD;QX75+(%|Ftk^ONs|=4gVWiNO>M==@7$b0jRpf=xy}wa>uKM}78^csNvN=9q?o}OlhTo)#FvdOpnU7_ z;*>SShVs%MQI2)8W;2|auLl#QRmm1Ydn6O(zSgU-o{E}7;4)^5;Gn^@1L#z~3}moU zV-*G&#%kJyNfrc_>p?Z<<&U9-wW8S`#z};X8xbth^kycg`^(qo5(fHq82!^yk`NSf z&y|;$Xei0b$?tz;$o;DnOm1}JQZeGQBB6gHD!Ni$f(4M(fG!#CYxBPzN_d2i!?L%w z4JKTA0H%Zv^~N}{2Yw(ixVOn(did!~f(=E(O4F@qH2@v}{LDPmj{`S?H)eA>FYv)hf%&a>x#}eLc5Rty<2; zg+QN$8#uIS(0l4To2owi15X8iI&+|dfj@o6e8%3LY%J*-7;4b8t>B-jM>Y zZ@`&faC^@H;LyNZcB#OLbNP4qJqQ3PEiL61eaKudKfpSve)B+S&%SmZ;LaOxUaZ6I z`3-meHsf=h$--W$Mn!V+{qAa8Vk{K73n@vGpc$jjrsvyV06C)k!jzQm4NW8oFonK& zXYn{SthV>LutRBs#w^Q4AGNuVks|Sm?#Ki|+bzREmM1f0S)4t)p-yaqZ59%7dJuU^ z8D;#1NzXm*^YprCoXPk)uQXaZzBF@sVnKHl_JF&cVQ6epMnJaNrVS;;2p2gkXiB}b z3Djl!={F!;<-YX%{B7SRIvt-smpLdYJr_Q?CLxkZ(T2h%maaa}6yTI`QF;jCy67%D zf)`?=!oZ2qsIA!dHQm1Ky=ar0N+;inSr)_Q-V0QsE7^Tb-7Ih%|@ zh@h?WnR#SY?a*HMBy);b{iMx}qX!#jGbTFvG2C~Flr65~BMeH#U?TXrSQCh@1V?ZG z1g2{}`<5fn6omuZ9Pj!aj{_bi9-kN)NKE~w7%+@vh}6~9-Ss0A@lNczPVdTHcIf&S zWlX1CW$3-AIF9z+rxoOy`FAB#!K5p%wVg;$OZeaub7CP8=WO~{fl`bqXxqYToQbP(*oNIcyNg(Ek2+4c8$`1% z-#(lSPz2~zi>15cj_MX=dNnOI$SFNuaPz5WIrm+QvXj6}WY$6jgi=?lqC~#2Lu&?f>23r&;TU+w<+0r7s__%4zXdN$}9HJ%%`^ zWPg^o5=^ep|J>B2lG}O{0^R&Oe`@!JOH8b5^8gO3JhXBLEg<-m!V-bE1dQE4^Q1GO z>GS5q3=}qj36o+C-h<~0IOBT~@0Wq{U(IQ?ke?UFc567P{r=E#Cw=v9+e=KRR#$ju zC*$u4$a?fYc@+>pTdu<`AaETx#QO~g$GeDW@0ZbH=>Y%qwPGO-oDP3~6d-mK@Oaw_ zW+<=6+tmQ=0kLejwHz=o4qyXd{z`6G09jx@sZGT`cYRK8oXyt4cWJU&LCzY<CtC-d_3lHz7UiaNQ44h3ZmkPeu7HKwp$lh(t;pz}^wZvZyFTK0mX0msQxYFa=HDdM9q7F%^T%tQ4i$V=JJ|LxqUb z%}GRKN+zHDZ8*(cP@%{dzksV+BlYiQV@M8xCC%RV?2(>ptKjfv9R+jf_D({knU`a7 zdnSD)$(Q;l+(i&wqbhn$11hJAW<9`hOAi0@_94q{@rFILwN>EZ80+!nOTAx}%`3x8 zOG`xAtN%Osd_C&)8H&9Ide>9wu27X?SCwiXkXUpztkc=8rDNDP#!zEk`L1XH>&J6VaJ+)DRCU*$RdagOfp|yHgjhNfUVm6!t*OI&)i08DohYqmASQR zB5l5(Q?bv^<*>4jv+2BPlf0YGejsyrJiXL#m3+w77iD+d-Z2=y2+?V}3AJLP4|l{WVR z?}$%MdZCNS{ADI8wWs^}=AURwQBYK#bHkRkU}@sAX#n(;X(!*|730JI&8JF^%iOwZ z0YM|a^nJ6ObYR@NxPlmEu!WB@Tw{DL@= z<@0$G{^FKq2Voaex(uxtUqsB@%4=cr!s2?)nBoyX5+`yL0#w7~sPZxf0jF zoa3*aZ~dP!c(u@zS4si{*tnxr*q_7agv)@(%U_@?4R*NgJ0eGV5TcI#vT}a6-IrbG z`d!k+)26_0&dxk+16Ii(x9C_O{PRb`WB|td28NE&zdL4~s!g&Z&*yN9c&18Nc~#qf zMKr=IM7RnYxJWvV4$cL^!pq7RKB3qR*jX0PDy#9)SV(Udq?D~sJlrl`|DJfH1+9L6 z|Ftd$Y?pb>lF{4*?H6X!?%54o9R!*e)>C!-(=qgiej7o?VW;GrQhM}!QJT4KN+-Q# zj6_Fz@xyv)6Zw4PIXP_ul*G>h7W#}|a&a8DYc662_zA?qb`A)KeGHxDoAD24aiYm% z-g05Dld`-VjchIO{F%!^jjc*X7T)B(LVp&5F#7?mG{O$Th*m^)Cu0VLeD?P1tl`!Cpvr%79Z*Tfsqau*+*}Hb$74UrZ;ai9B zodlz%5UO+Khm%d%CfYFYPdYgEUaiRcxqP zw*K<}8o=RW5FA?IZ``W*G+miVaTTw+&Z_}s_Nzd&5$E~1_L)C9ijRz5g{-?e_V+e- zZx3e>qt#63p8Db!Y)pkeak%?aHSH|8JRk3{?zRqw-A9s|xV3BrsF zSVku%TtN@y@ho zg$#rUa3Nni1v>TOj7A)+ptuIwBGB6Z^ORfIFcP&N`Vh6R@WT2XY1ZwKPwVL?tn;EU zBv*nBrVN@dXr5H(91mtfh8C>}Vxd#mBY*U1jKNm$MvA}@$vSkD`3d7CCdM{6I6kBH@+f(lT&2=5Ag5<%;g%W!wGC`tTF;(bZlOm z>P^w`3wgy6GttNgbE0aB)a@IJOq#Q;qJ7@YWOIWQpAJA~lS0hvDF4d`(IZaEaV85| zt&x!92F8fzr3XtXnkkLF_@xrp%8ESiQ7nT24|7+yEZMqzEWSCH8yLGyJm7x~LmYz!uaf%g-MNr_2>6~k1l3=|Vm<+=$>*(d~Oyd86l zM?1_FjDD^7)vh5bEDj9DAp${*wVte$XInwZ^N*e85&pNue`%TJH6hy(mMxwJ(3_wM zqDlYZ88yL?Es^t`#FyO!CT%Awd9>OxF7ltGC7{hB9$mw|2wS|;`|(K_4*D{`p_y1F z94}*;?vQ>dC1KhT2?)JE*|Fe|SZjerdh3b4qlZoAP1ew!(RPRrY)a|P`P;=D4k319 z>oxa};8GHNvm3Om@M_Ird1oF9jKyXZwvP^wziBeRO|%w54M%}Zua7G9|W z^}=>!PJaFt8cqcBh57%9;k|^hOmT}mWPaOU8e9{)!bs3*2Ug6b-}gu(I`q}Q#i}3l zv#vu_S(}WgV@_U^@&@;q8QD}$Nd-kZ;W6EYcotYF-eWXb`Je8v$}4xqA;Y=&<0*NK zP;AVoy#imgNy1lLL|EZfGq#kthqIv#1=i6d?V*IqOUZpV9*kZzj_^rJkaVd{wTZIVjB8#Yp+lA`&z+#tk5%;_9XyL~A~}Dl9V}pj&(~ma*b#7ctNX)M?tu0<0-VvMC)n%C7E(c^8RFbl$5Nn5T+zH zt`OJmVyE6d3|1TUHNICn%Q{_a=Y#J#nCG{6Ssez}dnHWNBw%)5dG*xe6GOriG1+Nf z2^!wDrSQ*3&bM|8Qk`*RNemFs!JLV7VWaLzVLtoX%1@NqwHln*TUHS1Qwh*^?VxvfH&^u;8UIh0{YbgXgQ zCX4O!^T%R~J+`YeFXUr+ey?SN(Z(}CnRHsTZ{`#f90nyhxMKv&Y}TrE&UF9r6aJl) zy-h13bj2Q+%LtYX!<@8j1XV=83|>vM!C`VH-d%ob@?#LTV5i?6`yFGeo{hZz?(Wf* zKH%m;)p<*KB3EPRhJ^yg@&hC}2uUC(MDBG`*EAy4JfX!r6G!30zyg2^&(1AR--4-d2YPa&@|$%5+d)%}u6}hAXiUdh}s;E3e4nS9^}h@5L#F>OX+andhs!aG{Ix zYrgiSkp(4D4TOkQp>WBr%$J*PXAJeaw`hrB*2vzbny15)>C`=fK$%;v@C~`AyQYF8 zFhc+>IXpDOw5s#Q7XI_n5-CV95&-xE-+%cOB8Lb66?Jbs^{%GH?lm6fA8(A=Q}Sl| z;5N2@>nY>GH1dFbw*Dhm5?qK8j}N*Y4&X77#-|xH@+!C9cB~YSR|D4xV%G_;?%rEk zhCZk8{me4L?|XHucdwHD@UQr~`tiK$qEig4T;X>W@cw7*sGvc?jx{%1^7HeIa7D3t zKMscAF3jk0;+y zq|?)qSghBbKOH^(o6) zrJ)Upn0A3}w57un>uJ_$J?dTo?V-@qUQ_JS&+Yh%j9+T<5|Edwb&^&JW+{d zk4m=+Ry1K&o(}!%3WDIDAf(nH=TP~^aMjiY=QYr3%XPj~g2n>PskJt&W z*ryGCQhuk8tM|*RTgCqS#USs{5Jw)w*+{}@bnV~_{3pr1dC_rk8s)RrZ_+`B0egVc zZoX;@z^~v@r*Mu5+!EBbSF~a$m^rQ&cGflby9q}VW=cjGP=ypAn%hD3R-TLrE#ZmR{($gCp(iHRpmA4(z{m^CR7AY zJ&|3=L-E9ja_+4adlZav?=7s>u&zujK&ZC2xx%^KVBZudLF)VMdMau`o)|~6ke~LU z?cYU(QLbFcqGMMk94mFb^##%Cd{*adGR{Bo>)*C0fcygW^kI0ZGo$%Tz!bTESc*{#EBhV z@;r##5Fu)q$$CYtZVJW5iozZAL=7;KGxJHRAW6bC?K0hqw!IUGBEs)}ac$0^%5(&- zUQ$dG14%7K1(pmz3n0rnq!z00!9bzO(!L^hH`D%?D9ep%QngMU+ciN-VF1moB ztw47RM0u8Ry_3S=#=jGCURi!>len%x9e11c(-HRK zNox*n?w$c4!qK^LVdGb6{s0VYxSpxrwtdq^b3}{d1DA@zawk89zFTK zLmS0)R;WM{tBcBw^KNqjun##{IYq?{abC1(ac813jz5(?2^KF-zHkZax~=T9&Zh9c zT>n?_c-HmGD&E){u1^PcHJ5|RW=Q#L^4)tN9$*JaD^@gw>><;Y=`lxl0kyF*^aA4O zq=N56A0$F?EeK_CW4+DETjG0p`?UK0q_b)?%L&hFUHXT&STd4-QE;EnnBkT1Ld)wJ zeOmIjnP*P^p#3B{T;%8h{c(5IPY&I!O0z#|V6%Q0HL`^+)*~sRf`(YLVQ#n$eVgUn zBUFNw&_rsY|rf$Pb zCTDyco=SMH)D#6vA9b4N;OWwGRIMsK*a+3w?SS?@jY8=wKb0>om>3w&w};JLzjy8x z02%AwQcO63gg710klb~r ze%1AGZG2KV;VbsKSA`y?)#j8c$ziw0@@3#FC;vk`4y%#To`k%j7E!4`h?uDvFo7mt zoC+6+)SGvHe)V}jF*cVYlSG}zq%f~Ep?#{X@85b;pLG)c>#7d}si>6FiXrSNpSmk3 z(RgeaA4SZ(j35LFNh$=?;nBr|z9G1o>z!S_K#7N%L_7tHnwEcE&rtbd8PK9DAPyk?xbjYr4#FD87i>Gdb*@)!{-AmzfAnRuKf&W?D9IVHh4zY`HqC8-g%0@Wml312d4T^w5eZ4`mcwYya5i31) zMMXPVB%R<8)T5q7}+0N@d97oHRx%u=FBISP-H4ZHR*31N?5#_ zc;*QgMxs|b2@%cBrqtEE%}n2lK6*J%n$ZgpBuF42ZBIrgccN0f{%Cf$mi=x&`PTCx zdwGDwe+P5Yn+@0Ave|_!7FD1@#eo2o)`f}L`}*3vXNJrh>;~i%%I3SD|Dc`Z^#~Ip z)G6C%^0=bcQshcm8x!h9MDAjvu!h3)F7?#i3Rc>?_dHwdOLwi74KxwQ8k0{crJ>jY zLGA>&NbN-cZ3Yd(9S&bwZ|Kd*gbT^X|3{hEsdxhKX;nba0`3L^+NCO121a^3ByS(w zoQNrlew&iUD4gkLe^B56d6#VdB7IlH8v-r4x!jvM+#GWH1Q^*5Gh?InY-jxk*&FG` zZBLsIKOyOJ(rSr+VMU*nr1dalcF+VqWbb}V?0lYumdA8 zq=1&v$p+g^6kCZtN{pSXz5r?HSqw(-$Z6weNB%aie1F3?_(M7G`I&Be&yS?c_M?y~ ziAU)L8YzeBm1|Fh-1;@Ey~!~YW{pl2fL%`Vp%U>s3X!~>uyvI{$K)R5f8;41jQ=Nx ztWoy=V@bONCD>PIbvK?dZ$nU2=*B(E@ooABJc;Q!Q-1uW$;+InrDWz$j4S>aHDCM8 zm2omh(IDu#n2!i>pRM$Wd7XtFKXgi*5c22Jk=HcDeKB>HIHd4}GHbER@{}q>38y3s z>+)I35=|Znc!hg!N5wOp;SHfmZ<)wwPM3^A7CSsM{suDykY{XoRj3)#JdF{CD9}r2 zr|6W-P?9H?*%;J&#(&0Z-uvA|OM%;4TOG|`@>Tq3F5cDvB2u`X)G3jl!NwI`JQ?wX z`JmrB&4jM^O65r8bO#rf#{B7ATKT%g*Fjznn*|{4@iv5-I2vt)CRR=uS56=O!be|G zm2la#My<(?9kA z;IRD#NYJ#1M|tosz_(~Ls9u0HNOzz|5mSk`!X#6{*wbj)9T#8r41U_ntp8!|s` zLFEc?(sli+{e?{qH}Ptq)@c~|`bEjCZAW!N=B`yxz?tI%1`yr#JCjy*Tr9l0YloB` z2Z>z;S^3^8^DXzrJ?zGvz7xB6=lka!#l{y9C+E2%w2Bf=@~9JVu5+#PxNlqwqLez1 zZaa^*?p?mA-u0?xoLJ2p`5Z=R1MCnTg6Hkx>OinkwUa0*A0>fXj{$XY@oxk=wc@)amTGk_vjOMBdXX~FLK?4 zP>UH4ms^+?1X0*^I#PEkd8Y#HtLqBzQ`ZwUrAbPZM9Vv=Et3maptCHyGLl2r`gX4z zPv!NV&ep$`du!F&ZNHs+C@s*X^t3LzA{%#ky<$_dX}%CNS+aIt>V*7kvlr-!#dDCI zG|0EEN{H5+Y+;iqEV?|0hALnbAfGBJ7iYqfMJmdFIMXF*%C5Pg8*xh(Cp-PfS_?nvxf{i z(5|)e707m{P0+OXVI&`SoR`C02KL5I@Aq!tH3L+;;{SA&qDKGiI_97&r^(GVj;o^Z z4eMOBaU3L4p|HF9Znzr3X}uTa;_vbZyghbcblH}ramoI$&fao5%iRQGfyl#HHSY7AGRA7uH7m3{Q0%~vgrUyav_!HJ|FY?YK z4FE>)rxivTdjnumN^HS4(olm$tIZlI@@VoYX1TR)jQ^F z`NU?b^>K{Xc%?|JlcG!9EJK3P#S+xJy1yI0JT&8Hk>WnXUyDp!7ysh zUc2GJGSTgA6*a3k2#eyk1zI@JFy`AaY0PtzYABqn>8oa*icHCFD@tQyLy~Y7{mnzI zG$|=fGz^VC0*XGj4AZ1;`@)pBE2K%#jKSZGsjuhAk1cqL_iV+;Ry=4BazI;|L{Tvl?GLD*eqJ;MEMM==0M7yP^^!xsgvm(=JDyQOT zx#qKJTsgrdAIfX{6COdhfGzNq>gw?1S8CxDuroeMo`W)w;}U(+`aQN&m)IngTBZ&@}hwF$GR|wzG&~ds>nY#iZwkRlmoVb0*$Hz7l z#?20fM~@)&`0J)sxpw8g7UQRtRs)X{)ul*$W&}baqCJs0+G4|YP>U2fY-R7dbMaq$ z<^SX(ko>OjKHN<_3RfL)@$+8=&Sxm8bus7S=`!PHLV|3ibq6R7v~Z?1s42??o}qCy z$`%s@n8ru%kHW5r11PcB#Vm={m`>SvDAzs3@*pfTnCX&+wV?V%$2;ArJ;}(Rz=qsprY8!QrIp8$SyP4 z+`2_zWBENc!Ydn;M>2|<+`zD1)`BWOivS>w(^X8UVTQ0Lk|!-0^sM5-8K%O34kv9F z)9~@j>#q$9H9M%~yn;%c(pVMJVJLfV)zO8nyAG=MP`>HQ)ech=pT5{9avmGvwhBop zQ#uJUqxeO3=GOSF$y>y>Pp?{thU*8K3bL+{eX5E6g+svwXYW2m6U zTF#tQ@Ac-S9cVw`fvVcBMy9v{G=nEeo3+2bSK(iAf5HaV-;n+-*r$Ugy#54v<9bKV zJdLdB7JHP%I2o293!=UrwnHt*NhP?~jmF9k#rMnqar7n!qSoIp-YAq#!;}Y{jnwcv z5^GI+LdjFf$jC%kDGw1T3rwSJ!=_?+bMl`Bu=U#&GoUq!kOlsF)*PQxv8!l7(B8L4 zh{}zE=!0u}tD!J}@lMsI^L(|c*Ml3hH=2V&_nSMi{?>c`jQ=yl7-7pqQHL&;EvlScLK2KqaympaNYo_Kk?dY{*Lf%;%xJ zAJzqz+es&(>z~s|YN;&;J)Dv@)w0*&7P|*!eA*43OAx`|!!xh>_yjZ8Ra+CGHLECY zuvNJ-tO5D96r7<2hE*FTtBw$C>uVlo>&-g+Q# z!DfcUNa&FhbP9mouCBe=VL8`HBJgxM_GPDok|q?-%;pR)!bCgtP0L|BZI==cNeG%e-I z$>o31mbSLow>m>*<2A`(b&}8-8d@Ui{ov&BFUhrYhQH?n{+vnm;Fyt*4ln;ixADJ? z3rJjj*r1?oAI)uD_@4cxl>a0rNsdYNpBF^Lkf&DnISfX1M*FnvK`^X^sh5&bF>1a{ zSe7ej?k3p!MIDT?G_r`}tgjuGOxs-7xR6&boW-Oql^=RNAMu8h`K?a~Ei(u!l!U}L z)jEGB3`~eG03sGs-BrmDl&0UNib$F%>ukZg1M%n6v9wf7N+$$nOWKi(3ZkxjcU*d)M98}R)&awUO6h(MH0#;&5Ir}VQ5F4o0G8i)YfhcD)-SNN zWh`gullr8PHW*Q-VQi+p@-{yhz1~#$cJ|pQx+}FVdYb z2j4VnP&kTUZsn=;n*Zy((&&>hg`zBs5Ho`D@U%dZQ3d^QD{m}8J^4qALB9}Nw50Hh zwG^rOBHr~ocN zz?q9AkF~2Gb%~~n=JK2CmLZLm0UpCU?@H?GXft%C$gM|SkuzKwE+=Jm(ks0oeB8u% zaR5;>&+5it_16%s_k8QtvmCkCEat>+LzHJKX&3Vy3x8frDAxN=SP8icaA8m_7*OY1 zCX{6ero?~fTEs?#o%9*Z>(SZYt!$QL{2@>oJnK=PWD07hBj@5`^MKBM00}H7H=3{~ zcfKzrXJJSZmea8Ixzw{$4u5GY=}^X>(gPiSrXhYqZLQDdRE#y?k-A{aU&~t7mahW5i0%cWulG?W!nnX}&EaNFu!Zz!a|@+aDo?HgBN+y2Q$pRhoZOP1F)Z|7xqB z6|VXSb)8RV?`#KnigmSJkj%*9c2D+wt(y;YG3@6=J_{YDROYAY&ugKZU?$hWxt<<# z)y%^p{b@fWY?D-m9_bqTiX==-Ox393nCk#&Ua`UVh;$b8EhvV zout>0HKitbLL=W150yKKT|SVTFPFyoIMkn2NORz6{lM z+eHORL*6sBMfKe|(fxK3K81NsGqk0IZcOi_I*?LjEQEo%X$uj8!b(=(pv^e^oNP)W zD_;=3&xUiI^*b%tT)<;m;88tiSa#}LR0TwHu7#P|5kb%}&N*i_y-*c&`7tB|B5Y#o zjGr$tZari00>m4F9(*MrlTwIW(<^o_yjVIfvHd-5S�%e>|diAl9=vDI&#`bX6lA ztuF^|i`MU0BuuxwXpXVY64^PJCpq2KBQGXL!?tZ><`d;b*XKYbzEgFO7P^CQX8=_)9 z*2^mmO&*_zd8Y3cS+6k&KKljzmVP9DWtArtc$IH zM+7L~bK7wNBg#D9bOP=t!Q8?2zLOFW1G9so)y^XjqXfFMcRkS3sVk!+pCrp&OWCrL ztRM_wP21xG6bJ5pPgEX$)6m6XwbJj0=2z#08#YU^-y>KZtbNW##qRsNiVo?~AN#OQ z#k#J7u2{4Qr(u0mReRkHd0<#*q-v34=nodyrY6&r*L5hkNGz6POn%m!o2nx;TQ8$3 zWw2cNv)QXPs<_n?>8Uo#numf9$-})iT*5S=tkQ#-PNSI=Cv%8BIZRsbovVGC6t=5> zOpv^iWuJD@X*5zZ7dYhJm$jJS@mr9=&e@V!cVdV-@2v;KjpdmU_?~D=7UIn7K;L6e z(w^KfoB+$?w|`;DB4qUFK}uMeUo>~7lid}OG%(y@$C0Hew2_8x@}u^pBt2ehNF9i> ziDswaAx-#%ZluAbDBVp-lGa^;ouEmjrNffqfC&!4^~XG~RB&zEx8`6zm`Aaop4Lk` zKh?;T!=AzK>#35G(A)Ghs!|@yar3kZxd&ng#){1U8sbL~DfQm&Zi%DvU++7ozRV0T zN0SMC08sw#pyvX5LlYiuEQ^2tmGLlfm#EOlL>au>pGn{S5Ir3`dHBqtmt~!IdgT%! zl^r+P&Fpwb!&W16MNU5HJ9iS|UANe^k>wi>PfK;ST?H9YbRuR8@0Nbw;rlg;x6)DC(ud95k zk&G0@X(`E6CL{9hE|HMCXsiBM>xB-VMo1_;opJw16`EAv3#TX5m?8qroQbXNzR-;@ zJ8^W#=-ag1Zn?69R`Oqhwzd0N2e2ftN661dC-s^DavFsq$)WzYqpB(ySjrquEp6YD z(?9$R-?MtS%VskQL_^al&>es!er?T*bW%EZQA3+0BEQhxB?mk}0+b3T)jgc^g{=fwtBE=B2?^jQ}w!vNLg-M-^$l?6$GhK){t` zDWcQ)m*%JNTMF7X^#kkm?+6>GJRUAjI4*7z zJwIl@R|F8rf_6$Y4s=GZAsdDgVrx~Als2rO&5W?hbsLf&LC>;b>6DMp6Fq)9*cF=Y z#I*mzL$7ihEPXYFw9vix9p|u3h4j(WBd1Td315hS5i)g&_#)gq^+@vO)9JpKap%$8 z?boY~qlb{AM6#vFHGjgu&mZ;0#!YTs?>@^KMV^)0V`z~t{fhSU#6XSg(4p7K?bc0E z|H+?w!4#~tlb|x2W^Uit*$(PAejI$~*5sdKk+weslH|1sNsx^_pFK_WLwVkX-Z@A* zhPJej%u&xySMN7UC7VA{7SB^QTTAgvq9O z<1cNxz*75jT}aG62>$HY(fz%9-}*cDjtC{pBd{=E#geui`oh8dI{O9@L^kjlsdQb( zUG8@L{=1bxWa7_E=)LUY8NK)A`|^|-am!iex3%TpY_~nvCTrfDWNwgR<0nLqn{Es` z-6O_wSJw|bn5*gCql%vnSCPqzFO8l_wu*_Rpf(eWK>2$|{nc0(175m0?D(Q+2yqWK z1hq!cyM8}@JYhwk|GxB1X~!*Uh{DJ5`lW0bxbchn&bl6Ycz8HFIXUgE*6Xr7ML_R) zTRz(+t}S&S=tUhH*ArXn>Hcz*^N=lrT|VVz&w_*fdW*9651xu;ao`wHtSZOX+nawK zIK2(Q8?B5=9irkzuEC|$pHdOASN^%V3F#uOg@qX2?OkH{W-p_>OA*Cnnv*~!=*;#e zV?mr?h4G!su-MxRb%d=3Im3D@!ikz-Qz%Pn{;5wIi-Id)&%0;$(O^by-za6{=rx zahBZ?AVs{YEIeQg!}yIgNw(h=_V^4z*zX1pJnrE7R|382@xQ(4tof$qW}k;F8>h%F5Ml{cePgv?E+^-n{AF={&luOs*Nu$~c?vr0C(OX={swlm=^;BN@(z zys z=5goXR#f!rH{yE-2Z>}0>$Fhsj;zRW^kt<&2+9s3G&!kl%~zqi;D6tyhsP`M`SgsB zWBy&~NO$9Z#nEZaOB{2oqCd@}&i2L8ja20}e7r>Ez6E7l*-eJmk>6KUN($klL@u~- z96R$LQVZsDoKrK6rte1EuGDBKNJ+(eUma5-pj$xuIEtNUCbci2Do??K?PLDu_kI>! zM8aODo6v-fgl|_M>{ z`)_P)Ea*X*wdJ)=LzY%oVF7KsR-3I-3_cm6dl+GJ1P zNupFfD^aT}RsSoPWn^&Y4BQyLjHuxuWvb9mULhC|%R;N^vDFu9APQ0%3!?&b?5Bbu94Gv@t*0# zxk0B?Glu~cPa4HzGV*L`immF5MCLDtBNa_J_}sP2^9F>wn?Zv7q&EfY%q%x4<5&-jb!h2Y#DuF}dd!{8FN%jLBfWZe*4-RUvxlJSW@0y$8xEewKCVA zV}DuRJ1}YVCSAG_iZP)+?|#)uvDjK@NV>yUv1Ga;6$L-RC`Y)2C(yEQJG0ZSzRaWi{{4G&ktToV0ub>ucGjNdnqWcHd9-@v8ER_c<#i3U zM_>4mtM=m2zw@Z4jz!r2jz9Ur%`nWA(3*!B9I#_QiVz9PCRfF;{Ns+gtv&4#1n}YX z&dZA^b|aX=Xc_BQ0WUGeRVUVBQ;*}rTaN65Kkb|&bu}$5{Qs_Q`r_vf1Xy}XP%rH^ z=?)~ZKcgdFvP=y39;}N#KX>1B5kUCR$Y(|h`&h>sX8z%EH|pA{xZ_{!NKND#aR@yM+zUdf;WU28#^X!#GwMn zeh?|n%F=iZNzHT*uDJ)4_QR;J{%^%ScJ-ti8#X!XsI1dh%>>kufq* zrFi=6jK8U!8y)f7+b`#xZZf_)kCc>~VMQX2I+gH5&<4MJm^hDH=Mng%azUK#%~?Hu z!0IKX{8Y##m;$uRXPYs!ZwIDZb}+#hNPMw+X}b6ZT1jwv?aM#om_|1@Hzd0MShvr72EJU{o2_6w{zX$ZMhO{6H6panvU6)1H*FB5y>{j$Z3oWyVe~x@nvw(n|}D) zH?w^|9&s}`0Lv!3`R=Q)ay?(oR}^#D;DH67)>JNF`g%So=nc>}K)xMtJ1_7u_zaUn zf-Jt5^<>vA{b;}mcIQ$*v)OMe_ifm~aM=VH4mr2mUhlg8YD!#bOlTtZg}R?K5(02T&7zpQ)h6dGE$Q7U=z1Z!Z4 z9QX?8;?tWB@jtAwlRx?AJn+2mHS5+b3eZTXt(9FH_WG9m7Z>x7U$4hIUoT~FT%MGf z`7&z%^_L}8a?iuptq9Qy2>rUYm^X8auhY8%PYoq6+t}-YD?=unetIEq`^G(cWKQl` z1*{yGE>+d&5(?wmb@;DKAuwbkVq#j}{|0JLyqYBdEUkdKThv6#AL^txDUodgi=Lat zUOz0|eU9(w{J#Y@zt8Rs(b{|2yfXIs`qDdFY9ubF0L!$iS)#y6u}y0lt;Oa&Ul_E~ zpkMuf$`ii!_njGQTs8(z$(;2Axco}FtK&uQX6FroFYYbbzGX{GjNbLlcO-kKd!CR5 z7MdA35^aTv*H_Hmprb81`CsOrJ=t|}W~Ue!*1cw8m~J>*0q81Vq7@WedS-!Web{gH s>l)AdRP}bUP0}ps9EbjyPUnJ+Ux6TQVc-g>FVdQ&MBb@08R@wZvX%Q diff --git a/model_and_data.py b/model_and_data.py index 82044f6..fe87065 100644 --- a/model_and_data.py +++ b/model_and_data.py @@ -114,7 +114,7 @@ def model_and_data2(eod_metrice=False, width=0.005, nffts=['whole'], powers=[1], ] nrs_s = [3, 4, 8, 9] #, 10, 11 c = 2.5 - cs = ['$c=%.1f$' % c + '$\,\%$', '$c=0\,\%$'] + cs = ['$c=%.1f$' % c + r'\,\%', r'$c=0$\,\%'] titles = ['Model\n$N=11$', 'Model\n' + '$N=10^6$', 'Model\,(' + label_noise_name().lower() + ')' + '\n' + '$N=11$', 'Model\,(' + label_noise_name().lower() + ')' + '\n' + '$N=10^6$' diff --git a/model_full.pdf b/model_full.pdf index 16ca0aeefa20d5f1c141759d3f81b14f9a748a4f..aa4fd7070edec738b2a6c7d6f891b0c00488bf4d 100644 GIT binary patch delta 25424 zcmV)cK&ZdX#SqQL5U`K|e@U}uOHwWNG|gXehF~&IMc)i5;PJ!^C^HSp7)VJyq*7jF zfJvC%uh&}MMEL&Bxm`7wfl+odSMD!%>}Wk!xcmCWU;gI*{Xf6{=I{Rcmv4XZ_g{W- z|MvCYzT~&xeo1e?eM@iu{+8eV`tA9z3HWzk+M4gZ@6GfBof4t?#9zz1v%z?+fLXJm2%W$hU};lHcb5c7OH>WWSSl{mYx< zb&R(4-}0*Od-#9;^*3+->)SuS{o>CHYlUyd|NdQS_b+&)z1Q-_%G)15DemicZ@>6o z^4nkj-*12We)UD__+_{ER#!uRe_7=M@Kb7s7AmEu+It`M z_pM!itz9nt9aWYd*6Ky%WBoq91yy<9eU6?Ruum%Z`o`W-ui9%rZw$y!dSlz~rPiL- zTx)&u#*bgQ#``QI&3WD#ke~Fz_nLg_jP+i6+j(#%^0hDMkBxxx zK6lF__5!3)uqS&`cj zW?^age;FoUs&9XWA=27zvtV-RIQ!mNh;^kF{AJ<)-#+~A*Z=K*{DY5?@2NC)bG(q7 zdVR+-kT)te&`2r2kCbxV+#ue5^_^HPKl~B5sP^75LGkIGD}Ac(t5rPMQE(`!eD7C% zZ>9Eoo+INi%!gQ1{80SveYDAUmr7IYU)ggnf7svs^+)Vq|LJ?zpxWOt4>Jvpyx+L> z;a^x4*dJ1XUxv4zSDyF$NZ}2u19paldTcJ;dyQ1kSlH%X%l^ZE8Adr?oF@K<<#l0g zTy?FEty9O)U;KVw);S2UN0hhO-goOY4|d>(qW|C@Hp=_jtzo5I=&{Nbcr6&?_*!}S ze_#F{--WXK8gtcz8UB{BMXi+T9wpnJ^p}6kFM}a9F)M&1cG<)lFw5i)ZteP4zsIMc zaI_hksbHJIXvi3c8#8df6wUR}4S6doW68i|Z)=S*)kNsCqF}5?G`?V5%+0~ImJY2y z_rlIGNDo-)!vPEH@_xrB&$Z9#sK6rMe^{LMIUQZ(tnuM@pJDNQ#GT~))7lj?TmBgn zWXd@XANJhM{8yizm#|{Acv_O8Sz>E?Oe%Uz3P&VA9{m$OWj;QRpNkhiKKF;Mhk^}H zpGURjh_%ZPnN8u1109v7S-$tR7yg;=#<>oLzZkzGY-gXnny0Lc1*kq>ec_+^e`;7; z*eg<98$S=5&S&rDkqGC43H#;o@__%$w`1D8bNT5VCZB$K{r=bYj6DXc<4dy#{O7*D zEl%Hs#bS4zaqatGkE2qp8}t6<^%wuSub%@a^oF^F^+d;9|K8VQ1LFGE_RClg_|JTO zN!V7gE~eIOSsV{j=;Kl7SRFXHf5X)5tBoXQj*R8LtlDw#RPW$mi9~Kt&@ZK$^#PaW?pX|0p+r`~Ra?(u_LjY2>LiT0pHC08*TZtC?Akaw6)scH%3l2ER(6rg zSh?>#cKKZ>m+!4CcXBMMe?Xp<4fv0(RTXCb#?_y44=dqppm)G>fj7oW9ImWqC4crgd-~IJR3})|_e}et2pqDZ%GE@`q zUqd$hNkXHR@xXDCe=i-z!vtF2F}C*3f{uilumr`~c9rt>^$T&lZQ+PWe6BvQ@!?pH zZI~<@(1r<~c~*ZxXP;Q^rHp`MzV*7=e0!AKVUFzC%CjB=wM($KtsbY=*o4uG7#WW* z9BAD|d+gC32Sphee@AntP4+rIz20la;r^xMiP|;TNH6sO4ui9$@u)S>hMvVCAbw#) zV|zStZ@pOZZRuE#*e|ixw-@6V-X8ySe0=3T@ym~gp8ST|4H7&Rb5NF{h1D2yZ{QeL znv{Wq#;k3ZJsuls|M*+Xam-@U^3x{m|6~u>Hy&UyV{i;C&%Gvn? z|ICRR{{A|Qn|Sq6bcNw%lT0SDIb0Z)$#y4C1ZTBy-}7Bch|F z{2X&H=oz68fBcN+N6BaGKk5-?N~rUhRgbSbGw{(CVZIVCvlf{V;c4>w(_VK9E~wgQ z>$MITf1B&?v&I-Z7!YMXzb>GUws_#D}&`Y(K4=;_bK#ZRBB_%CdP zG%%-Nz5XYetL68dt3N;r!C2+}7L2C#GSh(1HfMX_f0b8yczLUjz5?1OPF?M#V}b9& zqwr%C;Ou}Cc6%8yPxOwjh~Lo|OTHsF)+3JdSnE3};uqfe6Wb%swl+~IbnkvXJuymQ zgg)mn{)RO=2(eGr-UkpE)1U+y8E-i z@iV3ye=pDqcJhVONBMNRegAxG@4522y3@S=Pp~)s`i(R0&v-aX8x5IP#@T{rkPjH1 z`-it*{mrMJ&6P9vQ96yk{~YT~Txfo0?)yv2>Afw|hR>CVIA1+-#2fY<9C_-~PA7_k zcYd|g8(I~{F}CbDMTpjpP55D_zo2LCJ@7M8e;*~EIsK?dSOFfjKI_Hf3(wl}XpgWG zq2=E7 zf5v|@Ge)jf?C6g_=y_idEFQd|8zq$&Go}rUs=o4k;6yv#F&}0O(Y4x6FJ=rZ)^{vZ zvp&oiqP)THkG=Q>y^|&4cWT9w?=+0{h?6$f`cCoqg?BlK?GYD`!J*vO+|Q@;JG*$b zXUQ40+t`3#>yc2uRZDr+8f*H_<@tRFe|xk=Ku^1cGD91O8a#R=)Hn2B__om3pN)*~ zTQ)vUfj0B|rppDanE9y<^Zhe|=Nh~^4cEWfUhP7RJ?p4+nHntYj46ns_f&KcP z_Zl-Bjsd&qJk#kj*P7J^t%qSgf9WoUpJJy@#c+Ih=Pk#e0~5xumQy%S*wOficTB(8 zis2Z8m@9&(nM$sPFO2G%1t$sGv>dK}m^1h;tOf~nZo}}3p~Maxo#QH5eXt0Ok+Z<` z+OuZBq``>9f|>_r@Wk0!UyCwPOKhdYJFB@3mvwz9o^hlehI0U9HUo|Xe>j!zZumqE z6vh#R_PoNo%ru7JBkw)5^*g#~VkiU0wu`Y~UyF`L#$Lvnj5W#`dj(fLrTHYA@nx~uMWY&%R}C0VWhlslUWY0*%#gFW_jNj6;oRW zvm}*K(K-_wYO38jalMn*f9_Te#&?>Aqn$`ivYeS#+5S9cC_81+e<`WAABuRV{~E_E zipPRtPtz}U%uyZAV;PRsywiJSV$NbYw8q(3FEJv!JYUf?)`u{YP>+@cpXg?JYsI{3 zjoha^jzO2Q;T2WhRg1^EogMFcPP#eq`MioY0&x7Xw;|6rE**+ve+JE!rIAT))sd>< z9mAAk1bv7l(?%?C45QWcwV3Aq^rlPAFu1HDOW0JCmXUzcF&gIf z=Lfe49XUA14jm!D*TBg&>j**J^|h6B9FEZPcqf;h4aZO)m5qY|j@DTIJX(NjgcP56 zHZvTPqbz+b?EhS(e-A6?F#eXM92hiJM^2@C_|T!Su%Qfc#frC%b8ge;*M@m&_~0zl z>mBSH!{MDcQ?wY2`lQ9632S4=5yzZs)>l{~MuzdKt$;PKbi+ISVRZhCHEDw=zA{!1 zfw6=v>q1OhUPV>$7em>7Zo{!vVb%*iOD=O7&RvvO))Rvoe@mK9=Zfi!C3H@~GcVwV z;Vsd7UdqAhhON+W7^)cPz%v)+p$$G=o52dAQ~y&Eo$*$lgPtv~RU=vJcTV3rLToJ|}>(Ck_t zw25xqzzhD?rr>4y+ydTUc1t&Aeqz%dy3xczL#XdA+O_H&;;kO`2wLTf%N?(n49C_q zrnXN%#T4!UJ!$ihPSQ(wnq5t%7GZp?eHFLIn!CPrf6xPK8D2K#Wf2@p!LqNyUoZ-j z`ed>Ht$0jD)R<h zfVn}dhQ;7JwDz>Bn)Z38+gq~QV8)Ron1XNK?K|EF*3%|9y{dF!paqRKn=%A3Rg)Dz z=vlnPf1Mh|V7=?v@IphBje~UxM%nV`8(Vw{z6!>SKfk$2@m?J}(W?5X+{3YW;Zrx> zx?sy?!||y@+;GUhr|j^;ibb|H4=yNO=L4jm&UXA`N!#(!Gv^YgGuCyQe=FaV5>8y`b(+J971svh*jD=1w!!oo zy88pioNQU!rtikBRB;?Mv`cu04r5($Oe>h`Gt2XvzTwsIQWw1sh-3d=I_`nPlp@p0 za;ms=D~t`FOBNr8MPnuzaP}u{9pITBs#*+Y8yY9+YcZsgwkB{)S=cy&!&ots40zvL ze>xFEr_trs%UNY`$p_5ENOzjfb0WTZ=*Ypwp^G4J?1z;$5L=l$nd4{@deKP`&c?qK z!|@?Jd-3@KJFZQ`<-%HEoc@wdpANffp{=yDdgVH7IBff}v~?=)PK)62S3f27y=*00)_1o~B&S1|utw=p&BFan$&6f|l! zc|I6Q24m7r+B9@YoIW%=I*z--5U(@L-(f>!a)l_gUhq8n#@4RRahHH1H3fmAZj46Ye?+8V zVtr1Z-^N{yUrXnn-VDbHr44P(-Y_MW;foH!TX2bYkZR&YRO#EMGa8*Z9LAT=v23EF z3dL~jnRG;wVp=nEVbG6Hj2F%yY!BkyRC)SG{o3&gs%r8L?p;_u?RhK!dc*<_J45OpWQ!V+q$ae@l^SO##OM&pJ~EmSnZna4f{hXwypBJnZ6#oei%W zlUN%cT>dv7^kPf1kUW+zt`P zQjfVvs{?1Unz~s{z%iZDtoFG$zxeZ5G}qR0&Nc2x!{E+Y2MmzzCTP5iOn|sn~qV1I`<0w&bQV z42J35#_$>1lm!9KezIoR^tved_S~-3g`DdGwmT(RfWvZ2G%)C~i7BsUlN>x7o&BUfe`KJt;dCWl`n4N|gw8CU z7&+YK@lv{3zI0a~v@5juvBZbIt#{5dVGJs5{@IqE`Q#kTMO42E_N!V9^yll`ECt8myV>)ZK{C7P zP#fGNis9sNf2Mve4ivV&0Ot{8>k#D1q08Fh^-Gf8mDRcqU6px&U9!kZ@vSw7$?{Jf znuA`x24mOXNgIu8@+l!PeKYf6Qy+V1x{{+~qun6-)aB$Btsv zWXu~zo)7)zeak4nzL&n2KD4?_0Y@LMtnVdHJ{_Mp;|#SD3**}658xgu`-kE6qm$eV z#oy)j1WT6D{5U$%(LiuCh#HTP&M#t)>ai)(`8;}KpLZhu@bfflX`C8<2zqY4DeI0E z7csDVGK} zQ@mg>@R(2p&ou6xL8qq=*9#Og3f9AI_~KGee}a)F0uCzrRalA{I6I{rm}grL-H~zU zGB~%c3x%wIW1(c?8F5=2KTJHQ5ay;c^cxdV;t#pCo0$>_dRh)Z?Ybip@ifD9%Zh|M zZ^tBx`P-9NM<2o{OHR-SVttYN5I7L)1zSY+#{;uY>Iim6HvBN_jT~OD&bS9=9n->y zf3hdD4s)R!iyNr*uFGRL{7~zSR_dCcQ0Q2`>Y>DWZ6-V`%E5}O6u^^OZ$5ScgN{9! zxf`0nheD_Ajj^coXrR#9J@_c6&;wOINO4rd164j50Is!paOLRCsuLx0-;0KX4cW+j z6X#W{;fMR49J2jz;)na@reY)TL47w&f0OO-p}x_bjB(Ri28tW4gAL9Z@xyS__TrQm zeDHElyM%6mbLf&EC~jI5dm5J&DDJssw@9B*+-Uhd3}!SMtrUJ!r>PJ08fiMi%}XcYM#)Cam7K{w%r^rqR#O_}GT*|K%erScK3q=Lf4tP( zcIjBRQY%_~#;GGaeh6`1b|yP?L_(Znl*ua$4}>@wz2(IBA;d8lX-rMS10jwLvVJ7K z#q&4o9dRVSdC0~pH4HxlH|8NP?H!-F=sktFOZ4T0_#wVA7_qZfXR;6R&B0E(*ziMq zH;r{Jh9BmeyjJo0U*?<3e96fff9}J4H(oCmwZtRy-T1lv;D`C_Kby1DCzI;p#pdsch7k*9F_~KxN}+cJuY*vhmtE z{rSUX)4a4B?kAOv`7n}Gf76GuUcAT}*(q+PtQWlnx{|36W}19>`M^ML*}9DLy$m#a z0iEfLGDf9$39N8CL&rs3|Pu_J_%^K z%y*`_l&u}brePKo!=0Fx$yUrd56mbo0YT2bAa7{k`tZKtK#v9sD_3$(QG#&znY{gal) z9<$R2T6)pFCK>Z5gxO(I*S5QbNLSS2<-2or_W7{bTMWP9Y;|C<^Rg?4NMiGrzS@zUM>C#ib#hh)+ITUS+%D`Y zZTd@Y%LtL+hHtOrHp-iNPlFR1wiTn`#T%m<9JuXF8^&O#f3{_kFtFHgtb~2*x6*&W zYICV=){^lP)$qn$(HQ%TbNetnP~KQAz3l_#EdytDr?w;IO^a$9?$ov{U1+pwxKrE2 z$rI`GhuY?A+cu{9GTTC^XQOC=&(wOd9g>W$Kfi0%uEI3oV((P7Gu}x^Vr$F?<2_gb zC&&Y{jgzLie=|LqZM0<40rh0IOBdef+k@E_(ly(qRA9D+OJ4aCVjE}ZY8>q)u*m^o ztdtJ~w)&TsPY7&o>PAln0vpR;Sx!hhfi0|JG0Qm+*fML!(jJUNHEPqGt_wsp={+t4 z%W!9^N$QSf?o3an8jaAFGtz;nE|>zk=+KjEaubpAf3a^BU8sR$!CYod z`9oFnFk8*J5(mGuC+$tWlG=9lbg62lH``SrFTM%I%!O5YWnhuQ5E+Ias+u0G)$TbX zC5>k2e>gU3`48?H^LiYr`f$$~YizOmgUA{4a7{mW!vkrIUmExHB#mLPrRikvA&nVR zxy{Qgki$ZquU1~kVOqn9IX?uyh10@t zRtI$QskaGd4D`#youvHSi;8TzR8rfA<7W(pV<6786M0Li$73_Q)AaexLo3 zGbV?PZDAW8IAi8#(R0X?Ge)1x?p*TWjLF?IWu4)4>udU6Y_`+kLmAVE&Ss;05B^Mi z_*p`Pn~dtm5+i)E(9h^x%LWv??mOk~c5ZV1Rv)e5zHrpoA zf09MatHiAZ@S5U&A+#N~CAoU7>66NPP~PHQ~v4w~RXL3N%o1Qic%jiALYnN!t-mlLaKVgxO3z~$6V2T?RH znT{8f26wMk#KFl*4~7cFg2~0eZko?p@E(D_m@FdJx$y{wP4MmUeU0|ScB}Blb$H zb?C$Jg`vMc8yz+xt6OpTQ$mM!=b#sLr=X$wTgnBolk6 z2mRRTbRcDfTB8TB_cF0<{6d&YotI&6kM=mIE}EMsnf-j4NBk_;ezD}mgbMUic-8}} z$D|cm9WLp+a>d@oEULYvpK8o&hO216Xi7GrOSVp8!?M-**A z1L=X%;O#Kotc-w@GqI;n$>L-TW9Ctf$<8Cu_4P}vGEb$8-dc~3TXfb~?7i3$2i24W zSUzj-&!@S9FbeNcumme{f7^Pg1qK-m&%K^i=DDNuhV1cq4>UAJz(do8l0!3xdOSMi zRyuTG_`ciKpA3r=miYaVu8-fz#Z#X7bvzwB^iClu#zR=_$-?Dg>H-?Oz35eO?~kFw zn|w^e58xaxV~JPzyuEr1r6R$9Fy9{)VE88bc07ktslxfB@fb>lf3aA+|9Z6EMV~_{ zK7D#67JR$#S&Q4@vC4OFgs%(WX@&>p?G?%lO&elaYM_t*J~7amMq@V6?1Fj)KX`8#7Hd!|4n_o_=KJoYbJw#$02Ymm3myjON~R8{T<5?dml(xB3wh zr|ymg9;ebYe>8yjo>NB55T;`bCD$_jV=BXSiH}m1+9S>+XVbHD1+&;`d;PM znl(aaDg-*Vt1}hmuD%uPX(l5lcv8zwajfnt`oa6l?zI^_Uo0(V<2b;@F7 zeo}lg)+38^2iEY_rtopZ$6lLvFm$rw)#osrF_9A2e@Obdr>334e9UDe4R?mMGTJnp zS&Mm%K|+~se2z0Rq-(4!19a`ZyujH!LCJBRj$V!zoFZ#8PoG`qGMpjZYCAKSbykCC zW2dN>752MQ42MO`@Hnx3QGcxtJpk#_p$8)}b8=Tn93L`vwyXg+`ijFnO8CU4EOdPGC@m<6jxtZ(; z*2dP(VuU_}O!VYalLi0~#;Krm_12=_lTIx9e;2|6wUZK#<{IumoGVtc$m5o+Evc|j z8LrDNAG|(phEFCP*TCbe@!qzyxS1rRj zf1J0pMSa=WW>)>la{|Ysc!^cXW1={g4yJ$;oN-yj@G-Y~S&f8&>uCmo&*f8TBPp?*pWy`}35{S`?R-lVJFSHj|gY=t%{P)ZKDHWLl*H&m2~}A z9Dgod%UOHsJqB^i)g*2!5|6C$oy2EOTN{nRSGq1Rq<^$N)LCoLJ=$?tMpc|18lwc& zZ;JTf+Smo>aZ}#zrfKqkG2Iuu>S9b^G(3hRT-b zH*a%>;rOMF1y-S{XE1S?6gn81gtJzyC%1ii0qNMprly+{Js~SE8|BU%b3(5mi4VD@ z)M#1k*~8$)CEvnXF#xQZ^nNG7saO8A=a%7pjBOq*gRXd54lVCAl3vM)f3NH`oXbd6 zM=|l-?uO4q&qz7=GjE2p8a*4i)36v+cvVLSX1U!Jah24*Y7!Gw?1~-c$kZXi!2QJ( zMd}!XiY0@D&g?F3FaO{11 zd-(O#Ksn-=f~%OP5;{jMf5gU1xY{giat(aKFubbcwuWWGy!7Wg%-yoh{|`0JhQp-a z7B*SMsui3BwUF5oH;t)kjmczLbC|~o3~%iaIyDaFGEhe=ETz*Q-&u9Jq%GUf4TvWS zreZXo5E%CMSv1zOaHMpqm{ol_h<9vi7EamrR3|3lXq#$Z)htlCe>E|hQ>)fjST`J} z&&#mq=>d@q-!wYRy{2KW*6L7}Y*cYM5kHOXFoX3y$P%q-Lxhpxdv7hCF(2J=Y)s4J ze>%2&t^JbBEjD&A&^1zqIEQi4>$QY)gl_+h-Zn`RwI}A@VQvb;3vDC4oL%%YDTZT( zXyyhqF{ah@V&YcVe>y{*KRTW9KdCOnS1%`(U z9aD6J#Pja6N*`A(hL>!pf@M6AuolB%R#)>y;R>P0mrkb!f9g2ulvuV;(mk?I^U_J` z{M))DK3f(_iTP_^B;>Vrtfper;mvUVN-0D0m2>lx&Xh2clFmZx8n!FZnQ}7`i@tVK za8B?>7xCR~_Sd92N{D01&801dBa(U;5~pWT()VT#x@9Q*hzf3Bp(UxJ1m(%eGf zQJR8jwld-bf2l@0-7lx){F0VL1)Af`SJ%wt$qoc`zN87R{j|B#Rl^IDvuHnIm&mgj z-j>7}sn_nXa~hp2tA>Gc2^pGBs?p1G@FcB+vi50hh7Ag1%e-nEy!+FIi5)2l`_6R$iec;I-k6`Xtm&I;WYg$ygae;JM%XrGHm{?JKF|4UNS<|qb( z$|lv86M3~}$QIH>oXc>x$m=o3cAVO77O7cl){to?^UIt97Lo}YK>Rp~<8WDqx!3Rj zKMe0Q1oU_d3#sbKi~g6pd*^OuDNsCfb?_qNx^ONo!1PYWhu%md#lvOO_nNu_~oxa~}oj z9A_3sCK@tlQwr)1!zXrwuJ#W`rUrHq$DY%)?K5vi^;;WVTdIXvVnenjZloWi3nhSa zt7Q(D(E;X&yPI5jD2`LiT;>Rg5v8le=nO@Ze>8LAO1NyINY1&^s{4(b;w{3=b~bZ&J;QkXrIVQcUyoZ9nN*N7?MWDdzS08)svQ@3~P-_$JF-ccS+{!hgDDg z$r}UprWnjJK*Uek@By=Xd+cvg-&*1{{E7`Utj0DlnK`VPa~)&Y^jJhkOIUK#yr3B! ze?AT8C1X;Tp~Acr-SElWm1+hSR&5y$gKTtl8KSdD)9P>%_nOo{g&gB@d^EXfqT5=g zwwu8)8Kraa_<#Ya1D_6z{!AdU)RPbe|6jq9+cEFudk7{2kB;6=~QD5jFR?O@jB!@ zE0vkFOAYUOX3)F~jL0y2VG?e0kZeqiD>$Yn*+g@Y#5S#m!^!+cxmq|m`c`9eh%-Nc zIX_KNp)(w3x|G^+>8oBoH#@5i4s2G<#+;C&n`a>YPnRh2P!tyQkvY`^kodq9e@@mq z*q)m|zi4OZYq1RI21IwwrGAsNV3wx-A82lxN~+yLe@${g#|2o!Lx>MGm^J7f7H~0qC#)mpq6d>hHx4pXY(OiY zt5G$aAyuWAXJFR6RKz>Zn{Ao9e<>E_@dLOy%l(1w5?!z?7rKin%MiI-s| zO*mxLCTYaPqMc4*}7^S%MbP5$I!ff5$mFBbfw0EQjrWA=N6a8Ur`*VvDE zQNWQo%!mMvwMfEeh~p$~9CNrpsAA*k0XfTE2w6tr*w@W?i5Cl%Cxun~e_|nAAoShl z{BVIVcw|#w`Iid>G(s= z#@xKMDm$EM4QU$N2lLOse~oVIOJM%99D1iS{DJu|bTa#d`R5LoKQR9!9IG*KyrwQ` znfp^>Mk~k9jR2#trV$ zxDXH_=ha?_e{yl9R)0DW|70q4OL-Fi1&3-i!(WJh7$6^rf8K<3e-_fof;^nPLP* zpxPN4J*)L@Wu;eAm@({njlxU;Fbjr8WbaKcNx>h?JQGxZWab%^-0b=$GV|Q&yRnvm zfv=K6z-s?s;2A-utr?m2BAFbFv42qNjCIs85-D}A|4V)JeT`P zq}0iIJ3}5A^*!hzX82*$`FPXZT#-@d`DX6y#q2t@Yn!-i+dV;G)ESdJ&6Gb=d)91Ue`_7ObK7DKaM>G5|>KME9WB!CuXWoMDWcZ=ZdBZ<6YgDAp zC6c=u+56zmXBY17+ehxaYVMo|cg~%?P5sM z9e;cBf9Y(SwA5UE^6A*WZEcCfIpbBgnH+&Q7oxpS>#9JUOZw=hXL-6Q79K3@tJ1K6 zb_sO}$gVzMF}!BW9tm%r7?)<3r*R6%jyugx90qN5`km=zEaNpVO{c-mvJ0PC%wHt3 z?5G!xcwe>O?OsB0WyuI88D8f1ts)l&F*TNrN-n$#6W-;FY=F9S<}( zHGOqmKRh@od?vOPF!12w?`<9UB*Ghc$7#3|;afL;Lk|tk`-+|poqlL=I^0doBKM%X zX_4%mKhWBniW1A{_rPnjCA(GfL2Kh#JDfyXn|LqTpAWP)cS3~&uT2)*FOi267W zFxM%Em$sIv6Ptw2{J?@suy?k-A+X&-e4SaFR$(IhWe~`Zv(vB=I?a9d{a>pM?+6H6-xhtPf7^#h+j5mn4}wtIgRb z4L-4nIy>$xxI}N$-O6xh!G%ICd3rII1!p4|kNjZ4(Ue98JZW%lCi9gCSJr%0f2Ylz z2d6nh@e1d)od;(mY^4C4;fL>LWA@sdH+Q~UZbXuKB|Q1=#XL_22f7<3Yjc>#FUv=P zr7r7fJ+R&EQ`Qgtls>ZHLI&6^V`RZ4xuvFljchl4Rfmy#f$e7TSV*n% z54IZzy40N=KWsPMZu)K?*ls$yfAne9IjlBgzc6{Sv)8a-M%Gl?WNo_RhrJd#fp(rh z>~&$%9?f+h*=uSrOdGCG_Ii_gce4Ai*F4WPRV8?#uQ6b@liizVX>Bwn>8&4V?JU7^ z2M@G1%A0zWiL^FN(`}6wY3(A%U?mlw^mU~NiPPGVzGe*l2l|@9=522;f5+)-QvSO; z8y(r}-ZkUwgS}>#?^c|pKI}C=oF=2;hrOmRW--6mKwoq9*|yI->1)`R<~sePuZ7xo zTKmw{G|;Cv8pB*A&7>w{NW-ES0)3s;iZ}SM)QQQYG;z=iOFjCstMtfHb5ZE33G-m1 znXIMw{mJL}A0eds;V3Lbe*--szf)R}`6*_^$<8GTJXvOq!fX(N!kn5mCNd-6MYgTT z0ywhWfD}296J_>+s(p!>#>Aa3C@4)yUg4-8Y7{aEs3Hek;`aO=T1f3u}Yu0pLd&l${S z_V~gldfVfPd+WuLZ%fB|#D0mjzP%W~@b>tpt?NM>Mkz>IWXQ0VM<$_|jrmM;W6%{cOi&{p& zc@KdV@=-F=b;0D{f6sa>VcA5MFjiW~25$3@52Vpf!N<2pa~$-mo)@uHygn@vko5F? zluV~)@-)v{Nc1JcnJ>pyP<_VcJ zGfi~*el}hXe?a%7c%&6^a53nZ$na4xbA_^&k6JK8YRwYjAFE7ezflI{@pU{oW$v#p zM4F*rm3X5O^YXO#%u!)96if;bCVAQ~wWy-7$HeZT%2k}dc&ib=E~2q5p18MMEci5X ztVQgRQ03cwfAQ;XPk%Zt{t&U;(KAaN$Y`@kTp=U6Qtl6&2SZrp$plQepHul9;PAejSZaCbI2s4==TYewE`q<>+6Zf2Q+x7G^7!Ob$HD?dh`~7*Z(} zGrdl&hd9;Pf#!T+Kp)NVz)#!Vl4CR9dOSPj);jdy{lM7SpAC(l5YYV?t@OcaQ^P~! zJU@6`66AMlj>q~z>!^$5%X1YgBJ$B?6}}6T+|O>(@(+|h>vVj1E@QyCMPl1~lw3r1 zv8-o3e<-xK=pOc1#~5kdc9AXVejm_+Bb6*dw>2*MT*uei?G~;I)|kx zeBTqjtr79tcCqB!&aob`SHenmyD+X~x3@nX8$UU``w9=dvEIxQz|f6WC7_(hw}@os zA&?wb_jjLR_RAj+?2f-_`u>2RS>L|tlKk%;e?H9XgUvMDbf9MRuy}hEa=N0-Q+Q?G zaD-xJPzDdDqYlnDM+rrLV?ch=8+kVg6Q!ZSTmR&ZIlaE~X2|q+2IMEbvk!4;?i5)a zpS-htcxULx_MvBg(mQ$Co^f~{!XbWqXT9(Iz9Q(606UN*&89+qX9h0joyYHg{q`sS zfAvq_c$Ku7rDO2!;!pndH~;eg{N|s({(pb^_Ge|%>xO=A^y_^4lVAV0|M3rh`t}cR zzxtc-mAUz7p>;ki*1l#D(|p3u@6B(bj>^k0COM`SH`$zyR$f(XXTE(e*quyn$nX6x zN5=d0JBJ9ZQhfwdImyHAwLfl6m*g7Pe-Qsr(+mI1nobFO$X%lKetu2M_tzBr9c45% zwLqw9z<+cUC3+1p*qjkCZ#gmSgA6NGHJ=modrIIo_-C}~3;i1^ehY&OYoq8>QITcw zHuhKF$sWoA|M8bzqNhA~u6p4EebI}bY|Gh~zyEA?dYM%}FVO+hZ3UGVI&|enf1-oG z`~k6dsp`*kO?*pVo;onRSnZwk>_Y~IH>-JB#_lTu&zsV8wBC;fd=pCz=#^#Z?ymrRv&096G8P15T5`l}B|?Mh4B_D#dslR(ClT;& zu0^Aw@bsXB#bwGbM{$OieN@+af020S#bfE3-y!JG@ba#jdlO-lfdemLSShCIdsS#? zUv7qp8f+poUA#TYdD>Lp<%*7uYXTo>8m94PVrkccH)R@LiLL3%?kf1s>=3ZzO&;cm z)rjgnJ$eN`Vl@=KZ^@)>uO9#AE@`1w()8B9$vmnpy>f1w(lGq`fP z9*ybLFuH?LNDi9-Jm1JG>S?g4*H9v8XV+ml;x$wP!pO0nIodVYP%}29=~6T%UBf%G zVxrJjpoTY8j3suZcuQl*3$2{ffmNS|TXox(pY`g*4^aSK*4Rf5o|jxq@%W!(@@S15> z)ABf4HO$L_t~io3CRH;e$*u{JUJ>{)BmrsnLQKGhsi@c3-F0eAzeY1@U!`}GuVDgg zCf{(_gyDH*bk(|D)n-Uug4`T6Q5#-g(e@McNZJhg+tN@m*hJywe-12J=U$;3ap7$m zjT>}s81IpqDIs2&8(xfIj%uFQs|YW(mK6Wrq98oIiRtXn3^q+1dJ_*%D14=Fc(26a zxePYt8z$9G#Zs^zs{rL;QoQiN+tv8@W7dE+2FxZ^Y5LsKZTAyx|=gRu^m5BY49d zzBH4^yGrl8A;Yw?E<1WROw-L2yv<;fyW!JE59MZtlr$#UbXbqr%@pmIJiKTVf2V}h zX#Hrsn*su7Sp+42{B)(VwW=g&>e@h*FLznSKqPL5so)K9LaQ2>XFGYIULpm zTaBsY95oz?7pbo6a>Q^X$xKzJ%%FuM*;RH=t{JaVID8ljyn;svhpAFZvQ*7i2Z#RE zM?&SO;P8G=e|CF=P3%VQ>v}y}H>UDF#ivsP#)1S6(}^%6hfCd<0uEiJVZt_l+7xhD z_M9f)bp>#yCM&YCkN%CyU$qzc8=iQW2znW;>Nk8AwO6H!D}F<#=d?^L`)c2aN@dBW zHGiaUsHF)@NsS^`zF~?IUSO-x%n`n!Dmb>3?n>~cfA}tUN3~kXC#~G$Fu-Jdu(3Eo zB|NVzQ?WTJIZMv#X}yT#(1|!v0$t#vk+a0D$HWe zTn%_h+>$jJMUc&*=ofXTTaz?eST zC2&j{e@9cxl;jFKri?>*urh3RTxA^5A+07LcQxMGB%`kSBJs{9p;Nn-eWcvk?|F}- ze`AX6@^m|>spTxW%PL3SUBz-1cju!!e$?8TO1?4mlEEgSL+^1?@7rKg(Am6NFsIlc zp(83*Wtc$xQP82IJX7(zu#O4nFxAeoJVZf1e}^ryR!c5>WAZtCn(;@?U{lYLLBC8a z@rvj0>FR2xS35__rr3qSDxI?^o12U7>{mKxO2P#bL^{GbO!y<(83vnf4)guwZTbgS zHisRC)?TirW2!kEtz4E~RCA~=fT5rw2Uj(RG6KWZjYvyNxXlu!_?=wI-K24rL~NTa ze{q#@_{PPUP=ievht1c^k!v?u9FCl^O}6HU;%E<;Qu7hT5uG`6;|`iQd|2bEzC}qK zX2PNK`Y_lOaiqJJsUTeC8-8M`rVDU|Z%AdqyqGWQ?fjOKHJB&J-mrJ;@Gn0yHcMSU zw!@}k!>3C(S(hVLLqUbYq!|XARt>*Bf7#+kS2JcPTH3i;{qlo4JF7>#%>`^!*Jg=c zZtgGoHC$Wz*ymxBub~Ja<+WUZ-PCJX4^58}q-Y4@+^>7YRidH1Acs{p*tFN#%I~+lnLy;>N<2a*BJ{#fe?S%glX7ayzU};JU2-*MnEz_pnspUsm{$r@z$8~pV1`R7WaU64PV>F z=~b1H^klV_rz|?#KZ*VFEo#TG?YI}a$hm39h-^qI$(3eII!5$9W^y5zEYfX!WmHuC z*Y+(aC@I~c1E|z6#Sqd00>dEE-CfclFe2Ro!Z0)+%1dwaz+c?RBl+-q&@0AI{ompKBYT*HAjgpr;<8Z8^KA#NK1=pHg@<5`7xzU_pZ?-;-Ah1%Xk`lL70LVnTp zVoMH8qFG2>M=QK%=xs&W_+S3!2w`yy13jpBipy-LDCjo#n_%*1$(V7PF?=~`^GlMG z*6b$!%);v#$1*iaSPOO4Dl#U+^PG^!TOOtVCwHR`aWmy6wczQBycON592{a=EfE^H zYkS@%Y?q(yx@90O-ssC>EwLe-5*16~v39T5U?)6OA|tZ;p;)Z*c9{BFo7Tsc=I7^| znJh`^&P^ok7)E(8rlAvFaKe0J?|2vO##dS15WJFE^uA!kMiTXHh=PgTw(({=#z<6f zLeCPzx;{idO;tbm>{fsRx!*(UcdW(Vg!;3o5BL0c^1pNm7UYi8sO#BcY|62Zp5+dD zygOJYuSGmh&q<_`tQ{O*7Y#aA6HK8q-K`o&3hMcs>l3&otBra7R4`m}r;V2j=O4C# ziML8gR&Obu-t$7qz8qEHqUAG1@8?J^BKF^X1*8x{nMnRgxtAi4L&8Qrlvd(|vd-W2 zumpU!FRG1$Uc{rb4r!_8Iea`aKng}D^dvq3s$^GN5<3JWwZsaGH_ePgZ~EA7xA}G^ zi%brB)EWK4_GzP59oj7??&G5&hVg8-v~MMA=X*#v^>-A~`_i*0lh>}!r9H%TE2mA( zgJgEs*7P`GL1tu#oP0TW^qC#ej&qk_lAEbVMM*{ZVIV}IAFFgMbGD^&M;h33W{Zy! z?Im9pG(MP`Y3qYSa{6w?5?2q}+L^*a5~n0qYpD0UAVUTub1cqYkoaZCYEiUn+TCc) zBF}NOD@r)d_=VJWWBl-4PH&2`B~3FX0bdM>(Mo1)j};%2nQwbD_?5Qj$gOsapyQgT zZPm%p<2D^MrXvvYGr=TF&!+|B3!SesBwjRb!n&)48!u+cn0}A$OlcL2C^b`eP~;>=!2*98ZgkU3ZUgabj~O* zHQRY>(yGkR%RF4Ge_Sq^>DKFu{+J5K8NDb9<|q=2O>kUR|Ixsoy_kAEFvI!O^D2dRhFJ*wGIY& z1L;<}1S>_<#X!1|m&XgnHQvlp06LUWD&yl?ONV=Cnypzk)@52|3vu1KFYA*CbQXiB zTTyE2Lq-q2S;3D_K-A&IDWHtVhkRMS-jm+z(U`1))~sy?J+!pFXdy6Yu;6Y(!$En? z_-E_lrX?2V)9NOoP2FrA(Q|!%`L8;m@zQ*#$Y_k&j@4Ay4XcXA!&6ZF05=L3ylW-+ zkAQetx#PYXEoK&UmfSCB1+&Xgf1R!U>wwU1hQ&n7W3!KlCI?w&4klif*hcKYT0xZB z5P+Gj3DEJ&b4e}P+u9K7?_WkMc6q-bKcA9lX!?yhCXf_`NVAcH^NV z;gMM>i_+&BJ*85Nz{IGDFA{};n|z=|zl0;j2cqSRx;Ed2H_ZyQsN6HH)<0qg}Z7o_A=nU-6emb5URPBTLcsNhb?6gH@`K-RHSAPJS zI(*5<;$*5YDz~Tj#^jd-|7X^NxcZ00!hn3Bl{#?C)%S<8&m!~w>cS~+P4&R6P=9D& z#8GX-$$YOhUGHvJA8Ka6nta&l^Vb3Evh`uFiF9Wq^^7w9j;mdbKS2opz89Dx6mP!t zP%k1|sQbx{>$fTkw2fW5uaOc~cC7;E)w z92u=v+Ax`Q>7&X%Ut+TJ_@R59o(V8!f1^i*wMn+sbFJ;Z{iaT2HY3STYP69rvaKd4 zB{fLJy`Ck$=p*XAnEwl=G?}pj%R-)318QyY0wuKBLv{-vQLd$8ELGy&M*~A7n7*k- znJ+yO)O3>sd$fMha<|CXUQ9hXghI=T`JhL_-#U8a_Ye7Ut763ZJasM7hO5zZStgE99xLWPkIa{>r5fi{7^|RX*3rkPKD{1wgRBgg0~T1GJYlMJt)e+J zx<4HW`_X+kzauR_R>#0)i`M_zmiOG@18H@_u05Xx_mn^HkeWkiwt<~twFmEfwt?H4 zeE#|+zWl31vepiv9C8O^tb%%JG3DNiC^{G@hxlsyR4iyOpQ*B&B{sFv9f}FA36=n) z?;b*5{y-IOXTNZ3lQgba3I6rt(?5u5w~oNyJd_92nG|h-R&ZP4k#EU>rAMa#qTxLo zNiP!*Q>=a|#%E%u%T)9(D> z!{1Ax+d(!$0C?%O144t9V7c|QXNa!dQlkyh7nO@cQSkoUsYvNj)_y)l@@4Rq8Akmz zMOWU!&!mkW!PT=u40M0=D^G&EQLh3r?NDy;_{ZBEN~8j{#YmQaUpkbGixHsyLuiNPPy}=mppgaYu z+SRcASI5Wv!5n*O9{m05Z6jZfQtmTL|LLqQL6%f&YEb5Iyl`Zb+z-?}m`WsGDT=By zb4@BqB#V4oZkFz`!4uLesMp4}7C7ETqy--K`zgyTs#~kc@hr z!Yv9yu+W;!gq#OjZYh=KVK=^#S95c$eKh^QFK z^b(UhywtCTTLnJtJjO|!aHx6gspHVvpEI9$*{ZZQHG`?=W;I4GcgBm-aFG`()h?A+gmF#Em-{-;6_46yk=P5?+!@no`Ln(I!3t>3FV2Sv zsQy63Ny)JEv@Jt7RL}15ep|Y38+HY@JRX(N7H;deO5Wn{En%iEaLx#NusB{vD;iQU zQO%0r1di!zjK{>8*bqg3{+y(SdWtB&w2ujGpV3|2bt(#b9jbX!tSAy9pBmasFAdB~ z?7cSl*u6IRz$i#@W_t(({RRe_{>R|s>$^5r%~CnLd7^`Y4l)?`+s&d&gxKIUM zl{9CMZfuA#mDZ24qAR#4hp0<)u6kcxyoaX=lYWyA+RLTIaMe_t3lO7@Q?94bsxXC_ zk3@o1t%DDGf8<;J+dbvbu){ubfS}NQfiXsJQt~7pY;|%;gJpI;f9|`;)A)0}K=57S z4IH&8(MEw|P@EQZhhMzbPrnyA*}3CF^joz;j3}#a84M%v^6bR2`{zi12GP*x^lu$8 zpjF^&SjS6*-$?Q55K5dvauAeSY|!SMLCY_#He6xt76YNsEfvRvML+!}lJt z1zcUzr!w{p^#>UwZdgymMR>jfd-`=Hg7FVcSu|ng>RzG;aW_axF_jtTR z$cdnB(`BqR3>$Xou1&rJ!oibvJ;bhMe-!WLvd|~9@u7X{QFeYmZjFU_AfnK)pVv!cQ`@ z>QJY`LMk1#qu8W`YlhvF+L@wg0o&3!eXN0n#-2dcXUhz6MNW-z1ifWbqU5sk6cQme zck@iFy!Yf6l)pjv-WMjCmq`};dgZ36&O7{XH^J*h^fme9gUtJnoh3v=)6}lG)gV2j zN|k4!{FI^D)mfag{&a;&%u6;L{)!GfOBNWB?#cK0t!ySQGrIUxaPl5Gd;%Wy4r2K# zXS$*4`Ad)IlhsCJk(8Hn=@;H?ViQ3TNuS>){zz8;h>Fm}c_F>M1L!JOztb6fcd2ri zu6omwqO!ss&*~lua2NcRRD5Hh$bW(~oYfQx!+$yxQXL;xET0Ixd8po~^g1pxddFmz zRa$-ewq7P^GUL$^;;fU;5ZBf@!&!#I8bDZ@HatS~Y9cDLgeUz{9U_VY8!p~S$;2+v zI?O7Eph#X=Jl%oL&~NQ(MkonX=mCgM+DOZ`^4U)}A8g`BBr9~RSVaTxEw4U@VTEPz zz=kcuQ$ALnD$k`}>hIYd3 z7t~F(w2LnopaK6aZU=Sds0OWr`rjRccpKSz}>Bi=11Ip4(v6JcXz`dvqLjxU~x#ub|wNHJIEq zCKi_IKXX&v|Be%KQi-71nGaxhTGPn%xOiKT$K>JV4!zw%H63}~NUA|c*GQ6-@l&~N z?9~j8=rKfgWjW3DqZHkFqCB8lYvLIwv9|f{sj5qd)b`Q&=_RwU4aN2)2HnbU@jT$c z5AA(@VDj*O1@Wlh>$5*0vix*JuSrPa6BT@SBT&}1P zd$)b(NuBB{0?##z9L0v=oRpvU3X{3Xi&>Z1P34W`h1Na+j!nH12*nNPq?7WYbc3y5 z>@eN2YWjG)FJ+N4r~Y@$`p9s!DlL z__aH7XXqJSXA(KV=Db+%PXxQ8#`^7^%nQoQdhlMixmJfJ7jQb${fN!|25ruX5q$>@ zm-xvs)g0VIt4%%p!VwR=^Ax0l!j?q=s>`?ZIqBVJ%4Y`WV>{c#RIfb&q?OHca5n^8 ze-x?nDQ67@R3|>>7x$_Q^+)x%Ab28$+2TD;NivlZjFBh59I8}T1y#;nyJPf@Bj8o| zp8blI_?<)sbrj9U)}&PL``Z;2@jOgrtOK;xE=|ei{-PYo0M5!oU+f^tuYTQMjewwB zG*3yen?;x%sGjh}<7^Av568s#*@1*qMn8s|p86yKc^!SdYJ;xG%F-iNW9iniwRFRT z7A!_&aq?4=^iyn~kBxhi^@z&3B8ll^WbycT(pdg9((X@ccVI<98E&&OzSfG%sMWh0`66wie)%*`b<@l}bv zqeTKi(#&>L5LWV>LR9Dah8@f4|H+9bra@=_dx1%9L>vuUurjJ8BKk{p7XtVs)#*uW z_c70{Rn~J!Xq)?W3+szl?Yf%jhVx8dA^M~aKPxB&a@8vW!Pp|ww=Br0^#+w1usVs? zb0@QX0`e>n9J9r`<4Y=O^e#SCOD-CGgsy0ULI$jhSoWjeg2s$dkH0EsCuW8 z)HrrvB|VVR#79J5hjFiT+J5GjoI1|r{$Yu-bCt^U)3>rmK$(7++BlCl`W#MdfWk`3|;_;=m~!s@`mJkR+8r z+v+eiqH_Dor0LB$-Yf5-EmcvhzQS@oR2_;IMmuSmz5SdQB6D3*w#k^P6KzzUC18z$ zb)S=GhN-|fM!m4i1!uk##NdXQjaX8iIJ)liR#7fSrC$wryC6E1+6&*Vg7>jz3SvV7 zPFAR6*cj>f?M4AJz~y9bfM(_Dc&57!N#@h|gBm9E^4Wx;#b{(bhYRtIES zo-v?$QGdnEYkIcBUbX&Cr7Pv<-=hztYhY?|3Mq1}HL$gR3}W!@?B1+Lnb)2L>@=)+ z<)tt5{xJI|WuC?ktXit*Z{FMTl|+;uKQp7O3+knbpr=JRPGhr;@y*8;Z>JbEn3P9b zwqyAz=S!LwE=H3rjHvbUuh_4QNiV5sXE<1Fb9^A#c&__9VMYF_Bp*Bt7bd4yNK+}; zs)W$OzWkWp^NIl$+k#|=2mSmfU&2*w=}mq8v?7b!qCeHT5D(LKDOXa?DXWy8 z@_ja*S!=h1*|83C;yxDs1Mp?=?wtq8*=Ace8XXKjbpmU%S^R-Jyvfaf#zaJBqOBcT zuJ~UOIJ^^&@1umNft1z3$9*$zV_ip4Aa{>V%VDb2A zwtjc9EVCzkaQt9Vmf4r4a$2LKWjm0yOx9<{dbm2(hOf+fX4fVn*G*DdddH@mTbM0) zcat#KTF?}6wwV-3QY>v??Il;842&Hd-RO=9QN-5xEDl-NMX;FZxwxZ5aA4GrEF#_S z9u}`+Y1BfP`C1=um-(ET$NfU$c>95%!PvW6cV&9Mjl8$}G`p!rVRu06I8JJru3KVL zM@At6$YI$xqoAS?S-ex))%%ZH)Ds87X@<2pm+fOs$c&!_37ltI!}p`d@%Ucqg;0NL zN^AHRakGtn-cdVn$@~L@K^i!U!l$Omu0D%X8*~s9?~Z!@Nn2eMdHMX4hw5|UUtM=j z2*3`H?iOvhLN=}NTRq5)qk&6RV+CK9@3>2F=Y9CJnC}+4NEB^JJ?O^Z_U7bt(~orB zC>7qy4xE}FgWi1T(WaA-8ad>hj5Yu;8=F_9w0RxkulfNmrFSp0g!#SqGvN&H?lGdR~Em{J5VW zjd#&yI!~AYZrax7U$@r`r5#$v9(<4es&~B6b@7}{5gti;(#ne~?;>0XH!BaGE*v}laU*#)@6`Ss>?Un#gbNC;(!G4n|Hm3H(l z5{dlhLs7$i=-DU#WtC0Yqp_i7=r9l++uY$V44!FTKuq^qWOPsqGtKLO2}e)UPyD1X z@zds7BIvi4L(P2yn`8XlzUrab1H4QI>SU+*x#v_mxe4VcAwx%-NMfg0fQK)0O6OB4 z5@nugSvVNIJw0_kDhvnvs@zVuC62NdHWNRHJK^?xxY%c0v-uLqB<>4_tB6dlT4dKVoL4Y2u^1RRr`r}NPcb@a{^^`!oSpx$ zqcBVsZkT~OWY^&I87SGG7oaxESR`g=ostJd<`cU4s?$zS_%q{4~x$Vv8 z$jJvFCn7Up{k#|U*sGAN>}+gdo^p+P@!00{Kj>P9vB9Z%**S2E8l*8ncJ7!B-FrlO zL>A%5#b}@R6xX`wWFoj9$gp`4=epU(eh0_sRw^lDL5dzJZ3k&TH3) zVTicHJ_Rskm#H@BK8}2U*43T}Hz4Hb;1m4-CwWaVo&tDjS+w|sG(wMlq?O>9qF`3~ z$WW%H{rV3RE(5bAB(+_TI(c^6C_(rEC*Hg_84lb??h;Xq8zZ+CLB~2UorO@QVYDO3 zQALt$S$;1DCdr$fMF4jZX;L*^;Ww+wN-~{Wo-M(+yie6=E3=P-??tm19{$$nj^1t1 z`R$j4n7+kd^5J|XL9&()8Vd9^Mp&)Oaabkm0z3e|2&P~gTh0Y{s~Uy}(b5 z3*Z8Xm)T@(q382kN#O(%rRLPt$F=w(6uCjR?NuLSeI}L4d2P1_scR%nd^uQsmuD*KW28y7`J2pkREW$!PtBrc+nB*)1#O&N(ttKD@IBd+^Yu11x zK=d@3WDNJvb`@S>#Uzr$f~T&c0Y8riJ@PG_S4TC`8_|kZSAgGxcQ;yUa0F?T+Di2z zFDH%ny&2VP;k4jcJHgY-XOjf!6AdKItsfYz=t}6!j2%hrfz8B$O)g8qLfkI-0R$rC zGaZw7;EAQnmicm8dlOi6cz+iOC1=s{`qMnOD?e_uH`^zZA~wjX^=BiOT=7w47up^h zD|=i-`cXI20n8U#mv&xV0Sy-?IyFO6wEx^ z&XuffF?R6U&gE5m&8Hl70a3|zDc4@fZQRh#p^_XI^#6&j?IA#ce7^dN7Iqn=;uJ%R zf8J;84!^^Fm4m@;d-TRec_;9>w(u$9@i@006`|ia0#q%6Y5p3Hu|Pnipa(B*vZJdK6TKyZ4|q zU6cFFTPn_M-d5uew`z9zdf|{x%WGG`XeE$A68EhJ)wIBO()pnqQc;_k(-!pL!Yw!$5A)b|mqUDGS}b0%gKjE>aIcJ1KWn6CJ)(e%IC5=y?=e4*+Us{G?#0ZDANszBMsMoIbm z`|tY{E=q;YSV_X?-N@O$mC;Hm((-+>!{j<8agi4$>&!KTE&OC^=6^G|+gLHEIr~G` z?ZKZ?Qa>Z^&c=HAl13A^Tb4{=ElY=FX5PQQ*Mh!ry>|@`3hlenZP@lDD!6yX!L%j! z#wh}eP($p%Z=swiKI`9P+f>&U_l`R8WMocLqQmIWo@Vz_u8aD+ESt*OVn9+yp^7Ln+73GK#I}I#xdyOokJ_;Ad?Uz{{|y`VQ4E9gR(wA+%j{MRHGKc(SAL zAmKDnW{5#^GRk{%Z0V_KZ)M9$!L9p&hWlx(bKj>{Mp2}VHTfNfcHudf*7O(j_fFLO z$LYv)`SQ8tz+dZH3|IDCf!+=3zYW_% z@90eJ6j_qJ{yAQ_c=_%A<}y{(&Ji8T3p=UOTa|HN~#Bt58>6AcwmQR$RbVu z`5>6{q;jLbt)IH)Pabv9@#k^j?;PaqEi1!@#tcXL+ht;$9bcoDrlNkiv_A8&-+q>; zT)Cin?SH%MEBU)N#DaLwjkM$9PmLsPKnkdtjuOl*!tG}1NCt+&z~Imy=8-?lZ(N^5 zjX%tZ-P_4PATU@&90CWy(C%C}RZ(ye5E#NO^6$az%1!p~6)XZ51&jYz3@!ruub7w! z^uJ@^{|^o-`hRi%<`KQdp(VI)0*J+7VrX;jo4hD-$X~eYTExWuu0>P~CjJ*r1Pm32 zi~W@Y3Wve|szn40gMt3ydmV#AuVoXtHlg?*5k#PHQ8D;m3&P>zpuZDC#lR4ezi?17 zsOaA~__bDl5xG_#^nV1D|5p~cxX6F01s4a4{iQSr41Ls9D=sEcash!3W5D4 z1_&%FD)JX`5L^@__8;Q^%llezsQ6!eKybK-_+Pl|7zFZHN#N@T1OGS1drjkicGL9^ c`#UlCIwl4|2j0J_Oa_69kn!>=YABKYKj_uyE&u=k delta 25313 zcmV)GK)%1t#t_ZL5U`K|f620DO;Rm(HO;3uLogYqqHl&2aJgazl$iz?11aGmm9mfl zCSkfyueH3{;qjgGH(3p407Yeb?k{%iXgu6kxcmCWpa0|k`+t7@$G`c@U%vg>-+uYU z`P*KhH!f29`)((~W^=l|o& zmw*29i$Be8|MYM8`(J+fQtNvuY47${=leo?CC~S~j^taEl#<`)fb9J26OsK+-t{kU zF0W&>t^bx+ec!|X>tFxz?SFmy=eJ+{X<@JM&G^s1OYi;#kF@t%-q?Bj<0s91{mt7i z{+Imr=l}QHUw`@Qf46_}meSilNoxs@NPCog8TEb4zVlmc^1bKp`MsjoUw(;U|MxGy z{MDCV{MY=p(7{pXNNdlxU;Xzly}q|m+OD&wf^UCMJ+)lQEcNYI|M2CH{>vY~{p#2F zWx+4g*kj?rR{6`pmgd~0rHzj8;gXU({ujUcB7OX_+k304e__6?b3yQPdWR7zrKj3^ zAN6EP=ddq=-&ul;#rko>GSw*6je z?P<-m)+cZL_?2tC&oa`S&pU(UXT5Xo_q_*R)OY*roge1CCf_<^y_ep09^8q1?ThrM zRzP{5yXBGbf9mlz`g>goFYcw~-^21e-Q4><<=OhWx_PAE)y+NLb1T@+wWi;qn;&NI zbTgOzKJPx7=qKlJz0cZe+9jh;8NY{0EotOB%4aJzymO@Y-Y{L|e(w?g)VtBak#-*&VVW+JwGxpz~%{1Q291W{@ zV-RH*f0l-yVe_T>_9s{(t?f1oHkYomAKZn|E4AP+3;*}_;dg)c-~Pwn`x^OyPUAGk z3wfy5cc_89(XoL+O8I@Hl4&wcqm`8INH<#HQkh;&<<(O}@KSnqvRTf0=uc{mox~l>O^J{h$u2{T=%-)8NSa zjYl8;gD9p=RH5sc!PGp$&k>GP1U{ENCkt1WA3%>-~X3kmE*-};y+NY z3%YUDwK|SYT|t=Bv_fghUwy?@v!?`yXPO}j8-l^S?07~}X_ ze|h@zkFUIc($JuAErk9nWfa?9~BmT};f5Y0s zS&{16_<1;VK6^J^BKQRp_RID1Apg#{W81t_{qzo#Pd~l>@aucV83XP3GVDSAy{~VJ z+jl`(?5;bm{qXDID%HBN?_XYj?PsQ5k5o8r#n{{>82J>ky3{!YC$l{~aiWnc+r~YV=#Yf{Omyg2`ABE}d{p#=-)1*Ve z{=zr-Apc2h0P0he*Q%{&HG3;;xizpzz8@ZFug-Gl>=M9Y!EU%ad*t8S*+nd)CLBC& zlzk`U@`Ig~le{dxa z(5Pixa(MFZrNelbkk)sst-Z5IN7|dtEu`>mS1E5_zfg|1Ex3r3&(#MGKDhNbhKaI4 z+OWYhef1aV>=Wu<+6eNFm)F(i+tqT1IkIOfcRvPtmtb#OKb~IW5XLNGWn5o4xKe44 zUE}dc(FWGh+-VcNe~wSD_nP6{zqCBjy9OKSr5}*P;B0AJy@s@9Zj|c_qco1kE%(uj zEuWE&{fP4tdwpgxe&Lz%PuIs+o)f?P==9__^llK~sn~;}h8DCj_TGRSSDLf|M`PBu z%O2N(+CTmldmOu%u>7=5`#;&k^^FcJb`0E*HdJR}05IHre{I)U2b#eEre2}XHf$)m zb?^L+hEM5&FJa(Dj7KXapozrXHo z?%7HxZS2aMw76%foyvekbjc~5Ew?z=m1Y<0o0{*HL3zU|A$#IkN0g41^1bF>q|XYy zX@tGHa0?5uPT#Kkao-!v$R%ZN2sZ>u*#4 z-aW?J!Gb9B{<-9g$ zUM;`tUi}eJ2*xV!w{qX>Wv4+t+nnu^S6=Di<*iTbt+Q_dT00Km%T9lhK6~$yKO6OG`PtJ~KY|9he|r7si|Y#?-Exgb&_o#d_f3fJl2h7Y z!`^l}rFo=Q$4fsFFEC(nU3NO9BNx2%`obuU<8jM<^kU0rq+>tgyu@CgS&Uy8X8g1D z@$;2YBQ{HSlYVpmPjdF>fDztrfqLv1A(+kdzh8g%KmUkY-Sn~XpYfl}jFGDqbN%rL zfA#l80_DLAx=~VjF=N`ms_HAxOHOIWJLYA^P`Xyz>BWqJ#rh64HS1-@P|6$pex1cH z(z98j{A{h*^4W&5A92&hUY{)2}b`QaTwzXq>PgE!J2cf|kxzx~@kUI9H1$R>!GVR8euLz}D4+-iNBn6&;9Tccqx zzsA;Kc#VdZ=0&r)Ksg6!Z@r`2v_LYAz=aPGFdgzfJG?59H^w5U9A-26lB--ve_@ZN zJxvZp%+LkOYlng7&(DmnMLQicne@wg{du>;fW2 z*fq=Z3lp=J$f*FaZ6@Tr+D~IvlVh-C4k6!|Ef@DOGF!puz_zr}#J0hjgi6h0yst7b zJR)y+Xiprbl*7uHHVRy=sc;ZBG)RRnWa3@W1vY~N9&6b?7OM!mnv+O5e`nFeGJw1{ zq^FjXt|_9qX<{vl91Z|>mC09am~@eM4uSRt3Wjk%Q{;7HU6`0b9B^VX_8}Bd-o@mz z;rqK>I(GOoHs$j@+gLH|LU|ij7gSF`EnlSPa9P zRIg0~E79&d*4d~<TH~B`(Ez4^+ohTWciV13speVl< z>p1KBgS_vlbI5(0l1@3~3(K=Q26ee`J=?#6HIvlDElw z>ax`M-i;q*lW#`V4DJ8OT)dRSq+XpLDWNX8Y@Kw-VQ$OhLOy1({R8>nDWQvDKwEe1 zXC?H8)hY5axbRGlZHpzWi-+e(H#t5QuBt4OIk0<+$>-$ZEzk42R6kbitdz3MBNo+$ z(wZi37^|U+EpLVif0=whD_HZD;kqWq53!m>UNFeIB`S7YZ8&h`iU-@mHag^WV4p3K zW3q6hnY=T`rRf#^l<--VL)T1g21_ApE7)*YIx@M7i)z+ta*h-<5JSTzPOIe4^I+sH zG+NK-!OAA*^*b-%AjkPubmvxl`RoHLhV5X)OgSma#>exADzRgMGJi4aKaB&!9$KS2#1Eq86}uqjt$$Bj?aQlwD;mKP4*TZ z$F@vMAIHJDvD3797;+lkLOIl^P9t;)tlr|!^L~^ze+dJyu!vRDLXJtNt1R8;iKKEU zt~AS<($4D3Y=%a=8*VrI)2YcB1g7!^K>nj_W|wMM2?k|bXn10-dw8kc$#x-cLwd8wRLr3wPVejywL6} z@;tOqe^(U@In1R>6K28T9<+N+j(IL}joyi`=$uT31>xYrsfgvp2+eA8jKPqo8?2qQ z%s_&C)gku~8G9wULDhIC4Rx61dDu`%&$C9oGBypBjdozD+T>!-!IY3m#E}QR+4XCo zK;SgcB%z$)_0#0kcT4wl?=KmuS?(Wa^N~p%s~>Bi{vAN^Pf(Es8;ts9ikYFlyW6*sk0- ze|#Q_v+8*aIS)75tsG8RTDpfIUu6vYTv!}xMt52|_-Gq8_=W;$wkVhoqdg|=okY^-*j6zuv1n@2-GDy*e!Vr;8tiF78nm>eES zSvqE$5lq?)uh|+e(RI$Jnp6;1IwI5de~IckiRNDLc%+fWX zgnL0_mir1nR7;#*3swaUo{hO5oMn?^?@t;$8*VFST#&jQ)K};#DxYA ztk#9ST>SY3YnxWk}PIATM; z7QR@5y^wXrd9EgxR|d+d_JR%`60t-%^l{&|ph_8PKEg-C0!dS!hb63o12IfPnUuvS z0BDqDa%_!RR2dbhx2DfySMkFmlFX_NDiO}d-ms=@OzIrMod zI+}P-Q)`y4A*_$CiwFD842BT;wI%Ahsw>zq9mJ?Z{V1GoiJrNf9BI|1$K)Uig%8w0XbQHd90Qo9 zF13ZP)g4NY7gJ8FM!F9_UZ0=T^E&C9KdpLVK@RQglg{vsRL~>3MIp!WU$%Z1Y{cID`HoGSRW-n!s|syE4liUk z9Zz1k>pV{0NEDez{obLQVp1P$W)8|YPq?(p=r>e+ZYZ2d-rq=Sfr8 zTF0YBcQmBXQnQ$5s95~lGleI?R()%u$F6dE+e=3i ze^`nF&`ZWrN~Q>5S?jFOyXBRGjxzRqw$a2M;tJDIhHsU0^*}Cuh0Y=l&8!9h>kaIKOBX5nH*y3OVN3- zM^(4c4TKp_>ww2GY$*L)x?KtSLlry@kW&14?54i;7=>M9=iK7hCYcsFrm-0Gy;O{% z!nUB5MHeT%f70C2)UB9t^yq9s-doy9Hw(e$>d(Utnngzep5#>Xj@~3X-Px`NHn5o98wPEu&cOLtRl`GGXf*2R)5I;yf8_9@eHNjGn_7f)qcSYDWsAI> z_CJ$*w(IW)nvZdAFDQK{xQ#j7FGxL|2TY`H^nlch6T;nL@xVR;&2|;2i!d~N@@7x4!c7uwaV@L?S|cn^|G5H53oC@viUsSuzSwExjf+RGxMY| zx#RAQSkNAhmp`~WcLQrjm^|R_iJ)sXdBEKluUh>12Y2T^SGR87xI1i`RX@Sq7(GBLl;CO79^}zISZMP(fEp9wVU;|7~vwT+FwGpPL`ArnkB{yvs51 zgVGblfq|p94*{j;Hq7QHRu*g-yXtFsf9BY&$3f}oA4|&Zw;QFWJdODYO5d=>w#y%s zo|u*0i$#!rNsN%L!2rh-F2@+CQw%vy9D!>ImqUX;&pRBC=ND1*VRDD#7nj90yz_?R zu}_L!0~|P>c8?GJ0prn1qRw6>f53QN;y1hKVtm^witc7+_|55H`~%VxWXoote;<%u zz;eF?gc!R}#(<|ACQzT=yiCqnTZiJv>Ji`2{Uk)6O&*|oc#*aF^AB{7HAj5m19V?$ zN!$I=4c)^RQ=BX!_uLwAj~!Wm5PF_IIUC9v5PBF%I6!n8Muc9mfa%EngV0yb!`|LL zub9L;YPvNPWev!E6ZMrHiGPrLe^!maS}P`hkb62TW2@E-$i3V)8;ZyP3#f~(&@}vK zH5((K&n>V_8AU*!u-RJGl-C+fO^zG5ZwwQ0p#K5x(Vb3!+2jv! z5BX$(zQ_YWKdAogo+twJjLuBWA9s8nx`j$iDuyleZtg97eXvZhT`fZ>S{;+)j3FM@AO_Q@>!gB4dk!0_~Flfjw+ zhNo%Uu_g7r0ajlUoU$Dc5BRw}K1?3*a|Yl{lSiC9Y0nsc`yt9FqR z(eN!e;BeqOz~PPgx(<^+fH+R2W+!vRy_q_-%^iT8V1msoHN097e*yRAAYczR$H{lv zhJa#Sjr9VD+l-9uaCpZg7o8KFg=UimI9%^od!Z++RMhsEt5a!Ibrf?b9KY#gF!3J2( z;RD*!E(;DE&d+i<`GDclcriN%a^|8|gDnXj6_YzkE*qj)eD5H#U==%{Lm3_isH5Z#2BYLvN0H2Q(bk zSj~=l2Q(Zis_KPLK*Rao(Jjh~ct~kB^E*#3a$e^}MLC)0MQh?kA>?(lvbJ9kW7U{Ri3CJ&f;WuZXF;Nh5!YIhfSKu0HF z?L=Mi{5Elb+A~XDWRnM|9S*yL*avFoYl#v#G#{Y$#_C&&ie6BArf2C8e1O_#WrT~# zBh)@I&Hg+b|1@>7Fn5lY9Mq=%%$Cw097mkRatGn%7IYoZ{sG|$ueuo?KzKe6 z51~2Oj*l5;s^QCRI2j?w&;k7{qFIi?KiE9)e4&r@wE=9W;ax30CxY#Cbm1mVldmaQ zu7J;be;AH>Ky_ARgV{YFQ2hbJnHo9G4i8{B@zU8$Z%UAs_<@^%@WO|g_`%3|!I{l= zgdBz)u_e`;!_4y=BZsAwi-X|-Bp+Cu#liEo8D#3ACKh8D!E?f~ME^w|!1K)5*E$^x zf57uX52OKdbF< zf9h)eRE>u(mc<(5exz5ZfYp>!=xEjV(!1cvAU){ifL+`?H z)^0qVrlTw+C$A5rRl#t9w`({a=~sboe~Dtubw5pWz6uN;TkcR$MN)F^eh|WB=F#12 zdKS>Y`~Jd98pb2Y&)|iI!#Ia-T(c579p*56V3_aER)?p6{9y|j#Bfx(gN6CUg;{A6 zGh86bDTUdi0eRG7%!v{ylmJggO5rPxA~Vr=d?sm{MtEj*77Ckc5Q)))qr(x1e^Q=8 zl@Pu*5#)Ul5s&RQnm$C;uTIcO6~FE4m#fQ-YLdtH^?A%VW0{z@YcL+^SA`GZO09N3 z4eN6>!tYnhbUwrYe(49!Q=Bi%6OX;7h1{8n5x(yhp23LnGjy@xGt99YaZX~V!wiNG z472^&+OTE$qdEKW0;1sTfc4vCe^J3sgjGB)Ii+KW1ISAfoJEQKCpc5ZdWGRtxIHAn zoK?07HK?4{|CsW0XRc?{n~)}X4=>UVJ&=pF@yL0^!16C|SIeE3PE2^Y`q2psGWzrD zm)L1+bSVk@c6}est;)NWYcw9IDqVWduTL{`Xw`W&%!?!(!8HA^UO*0ae^W|+hCcI} zD)Xx3`o1WQqjAf9>|)DjoMS)Ytb|UVDU9EDX8Y5%aTe8YpPzlfk&Pg4t5ztYLhrJk zz$2z`Nx&Rsa9n!V@(l0}Dyv`7Uv7-d*Xj%~s2Bo7Ih;2}0#FLagU%kMu!DFTen|)8 zyh>lzMv%juW=!GLG6B?Ge^b4>F?o^0Af2yYVwV}Vnp72rk7Ll_Vldt{5|30%E8xYo z_xouo5PI5I!@PHePrqM#F>uP4x!2ug2L5#3I9;E2NyA_Sc^JCTav0{&k84s+r^5t> z?>kfd$+CFTD}Oj+_xc?})ix6yUe?ni53^GUmoW+|&Lo7q3oq?ue?b*O)2w!JEgi-u z3~bw1p`IjBRv15#`?Zu<9kk+*=~oAshFX@ja5~GZ)hgRHd{<#+1TW04(L2(6DaEIs zS&0pwDZG1eCOmfeEROJXLHG>ACG+tLZHA!@J-8;~bT>>|SVUodKU)p9jDEUqBr66? z-fz#7?%L#5cQQ8rf2sW#WKVUw@Y~O1-%&U6`jr*Qi?UF*vGMYpFixl&8D;TNM(D7T zZm1g>W%1GY$>rlP#7EP3`W5R&VrB%?xaA*y600}HpS)CW3_rPQD2AWB)=>0Ph4laK zS&r|2CONzylq>vnCO!<#_mwN$L%Tc}-0)es!as|-+)oemfAQZXms`tWj5Rb$Z1h}o z5Hsy`CRU4_S%wm*Nck9yJW_d;Kr)ptMkh^)5@R}uU?(g}l7-4aqQsaWOb!w;Zz0n%`D(n3l31{c=_>lMbOLzIBl65LM9bv7dF|Vhxl0ki zsma;JIDJXBrt2ax36v9nwqUS=6|uFOB&WbLP33DP>nD9>2@V)i>$sF*;w79267`jm zM($!Vuq+7Qi5Q3P=q`tLSMm}@l}wGrp&ahT(pFgQe^fxgmZt;*5*r}8y=S)0Pr~pF zqo90au-h_uDIpMNua#nin8s0Ti(#T-Scj*l3pd34*b#0$%QDsOnXJKO2oGxc2 z;I1J?gPC*MJ~PetPU?uS#M?ZRm&GNkDXr+koF>P?(uW5~*}BBmY8-pDom*C@mGV9K zSt75ce`*GNV^kw)RhGzM!#7=-JgZ8QDHPC{_ckVn^*gr4aScYQc{|V^oya~ddDaJz zuZ7~twBM?I?a-7~%1QAt)O%pmmo7DiL81@5{y~3OJ8x~1OW>SV(&qKETpTvC7_plg zKQ5L zm`{!F!rs&vOUhxD4k1t8;*X^}%-F~#=cPx|C@yN* z?eb0#Si`syW1ObRCyT0QTOw`lV)D&6QVrv3Gbej*XR=>lVj+0F-&T^Z2iZ_Y~KIN^Tge4kuVf))nB*hypMr{r_mftH`DGj_HeQ0k%b?v zrfZ?GzD*w%Ljvun$s>)1@#bxwnetgnicpTzcUY7MT*;~{vtc*EN}d`o$6S+TVvKRM z97)D#HkUK2yJ(0FO$6Qle~p_Mwz*|g4!8*@VR`$H!@J>7Enbg1Qu={>E{3%b96Ec{3dk0;og)}JV%1nA4 zM(fK4c{9#hO1Y;gVHhqhMUr^rVyH=4h{`$M7Qd6SMm2FraozqN7C{pl&{?TcoI>&s$K>wwo)ycgMrODY7ADyIb+cr zFep~?=Nqk{YI80Yh01pmeXhCC(|j@pB~n#dcozHuRSZnmNwr$k1}$zKHaciscNIL$ zrPhC!T4&4iBheXkr8*kT~aVLH9;bx6EZ1TBX20LymHk2hM6rk$eo7Lw){x=G5L{G z#aXmfOBy%S7?wy&bJ&<+n{<69?Ns-ETy zSFE1Ji3P6Nf0vEniVTdfS_0Lz2($O$v0C09`m4!WO^V+_Ia(B!*|&6!@qtqpAVX-? z>0l5eJ~8>_`qZ=_$}7!h%Y=r5)4R#xIE-!~n=Br&O+I_mIj6fl&9&=GLYgd~)ndM} z`e8UQ-B?$`euic<`g(UAGN>xe=cSx%ZcplEO5LC5e=(E&Skme%tm;?k0qf>xeI#v$ zA&e{or6bR6r1ljZeoS)9KJ=QSD0KjtcsFfkv9p)S8*6r1#96oe18Qq8zvv1qBEX5*n;g)RG)235a1Ch!8oi)>R^e5{miF`0*a%UX|norZ^ zEV*Jv2d1sMm@(CdaXnQngT@Zr0}zmf2M_xF+#7#M{|S%CYu6?yE7#a7hTU1hbG{teU(r zq+SCsVDjYda@q%G@g;h?)8sJ6bnqJuX$5>39SB#%>n~ufNOT~pPonP@6jz%Cgi~Cw ze_Zmg-fRs%Y?7-trqyMrjtCI6A)S?<<)iu2n+KPE>tgVgwqBS}SS$_|j&s%Z%FsX> z6jqG@`$S@cn(mKAZTZxF{@hox% zwxr}G9O~@4Pl&2uT$@F>ZL9x5`Gy*{_)%u4DN4rDb7lJELZ9U43Z!Ba_&!Woe^u;c zg`mtd1bMs2dz&QqTEyvTz zl9e^|pg3s6@TrH5Mt)M+CzrOf1{IV_r{ErA8wAq(z>mZ(SWCcL1KsJQd9;xd3?DTFGx+4gk+6+-h*Z3j#mqa(Mp%;F)c;HG}H~ zfUo2RbwK?A;0w*GIvtpQe*kzfsWg4=0^qr%lcw@s06YQpT}Lr_0NVSk_Ek5aF7(}w zkw1WXCt%|j2mw&9)$(&*5Ov11n>66*+&sFVZaf{zO3PBc;^|D!X(sQCgwq^zbHr|t zohb7B1Z1zCk^TW>uSKUjg6RY!cC8Mw2QVGGKMe=R1DFn@tJx*Ne+8ybhSv>~KVUjH zb2aqs2FK^F+b$;}I1WdxxRlxPJZQ<$g$0^E!Nz%0XVXM%hcKHypSPpbj+rwielj7$ zqz`6JG>68O$PZ>N!SYi}7G0S6l0@R_a>vXWMDJAsB4*C_(umjh5{FBrYoX8tt46Jg zfTc^p8XkHkf3S2Ge-$!oBSPt{!!op1;svEA#+7%S@&Kh1lILylH2IMAPx0anw?9sX z`JuVkut$4$L;f7}AZO zvUHF^&dG+J6#}@un7##biDIF=i5cS-&)*>QB7|6SZCw2w7!IDNq5c_g|{kGMM%uBTShyl{8kP#5#~ zBkn%ri>hj6hzl_nU7D@^fS6B-jI>b;m^pE>Hgv17KyH=#3yL~tzg9U|x{l7W z`-+35e{*(OTcw%Yv2?+y+#Cy7I&Y(}#O*qVIpNJf?Zkq;+WZ5tt6$!8axC33cDYdC zM4OytWRkshb*yTTwki#Pbr@}b(F8)PrE1Qg>8U^-Vx zU3%C=FkJ{e>jSa}Fr6iz)NYJmIu~=%x>GM;fBL|-G0ZjK<_yhjW^LcN`N-37h#NOA zENEFxKG`{|II#VGHsa~TVl_jwDGA25GKADk+2sLd$0|(**IzJuXI`}r_S;dHqYv27L5bOKnlX%*#&niDXFp477` zz~fuOCzIZG-S9Z?mThD%c${o6szsRm4`*O?yNOv_*Z1hO?uVC4=B{Xh*NMY!0a3x{G%R15{|h2vIGmg+vUfB-+5TVq*ARslpAB~ z_`uT7E;d+R)1O!INj0u!h%6*Ir{#f^}J*0 zOC8*Z))%Re!aRWtpIklT*_%33u!{iT&PyZ#`RNZj>X6+A`KX5(qm0g;{`w_3l8J<4? z_KZtv$*|-D*mJTp%|PXKwAA!c1pP_=_=DqTDYK;Kf5h>%`gL~v{lW3Gf7D0PVT(9E z0r-{t@dw6djy9_Rm^{Mx@Ewa^2RMw6{fsp-9F~7zd`Ux2E_M`OlCiVJy51;0*62)* z`adW>aU9_``*xxDoWgCpFv9gL9+u26VB{sN!m7Iy6XjzQV0^-|E2+A_;d&xxb_o&S zdYUnCv$UN6*He|R@yIW@e}1Lr@_@^;I7Inj@gE@N`ikY1YY@)nZxk|Q0f`yqgzi$! zf~v4zC9`}1r39;N>d6r`nMFxCOH@Bq2UxUEp59d<4^t*MabKiUw7xd+h~>bjZ&$N4 z_nWA*yS^S@$=4Hf4VaML(;9U zAS9tI)I%&slOE;D3+wK?9d&y%wFll+Zw zFdpew^*W&;UY}<19;pR-wM^`k)%@;Wup&6WG<2B0HB4a1lRn=TrEw%~xsO|D_Zi{P zgE$+pyJzm=r(N^>aaH_`MC%J|A{y9;pZ-R{rp>I#D3{>Of5~Hk!p8bI*ww_D3J(;K zvRLF063oUksxc^tiI=$xCM4+7ln4k)M_H^4bx8+(z9c!8FLLJp$V7yewW9l4cRv_n zjepm1Je_7$r^T@S>-$*JxYORdM&prwRj3X=_3P6trzRw(p<$wcbCtATdcg#FuC9Ic znHVFPx5o8-f4B6EMwFkii!GmVj{S(U5;}dRFn-^e?N8Un?<3Lr@@TizS?qHAP0w|T zJrd;fAF-U1A&{`llL|4{%P0Z(`8kUM(yrnZ()w|0qmv^a`Bq^4aIO0gFPHfRe+ zOs5Ga?A0voSRoaQo!A;kHHtOiJ?1e5GnNw-zHS%ce>chf?Fx%~q+bOM;I-rH(~}p0 z0+7X)354ftMSwy-cn_C~S<_FihsM&E`wK5=7>*zhV;5Qu!+iR2Ps-_an8EXbak4*K z8b2f3`dY19psuuDHQ6JNN?{9mAO|LB5UCT-0LvFmR#^LNRMSGPn~GE>EbG>9h2?Ko ztMf&Zf3fKMYAo$`wM^4J(dxhYAyvQG(MyvRiH~4lOZ-0Gw9@Y$*WNwSTa(47AEgi) z4jSa@MbI~)&p|hZ@4KaEG@|^BU2OS`bL>Z)m7vMa6h=*UX8Y5%@w0QU4>iIY`^^;o zCD9?0?M=zID9NH&DLcRWOlH6Q>8$Jco2Ks%e-f;qw{NPF|J`$YCBu*$mnG=2!vR-xwr6>y5mMgqeafgMqjo-V ztan2F^vX(xeagyueP{Xb&M=Sd!_5Aycgj6HyyGEAyma+DgEQaKmz$}Eo?9CDzKf@(k*~At`9f1e=WWbz@vT+%4#DLpBeKkprOBR1f8i6y>(61%YawSu1@TS>PeUk=ol@ z>iqEC$Q4yz>4olwg|XLAQUpetHFktjZq!F?95`}swXDMYLxICA=9M2Fe;s3O+gewyRaR2<$gQxTZ8gKak(>9t(S} zyV%HY2D5pqfBI8hkioT#K6DOwqrTxQTTc6h6B|U@oHr8Un~e(oR29=w z*GAfX7;na;Pp3eCAiNn;vfaoJD;Wb5z4D<&bc;!i?S?l|<9&PQ)VH$!NBHGV7b+^}h!3(5|Be`s#l2!mx_NarbD zX(xZ$NN(iH%8KzGikrdW<3*DT1H+9zZ2Z56;AUtVn`*5?WFwKvj72oD@z_kJ=C@@$ z|!H=Cx}(77E36~c3JCz z2VO!=hDI<`%*bQxEBYZ!PwXZ(`We@@2qc< z$9fpujj0A=DJSwm^e*w?bpK3jJnwv(4nQ`s(bv#h#UG8GaMVnOyOdd+ncXOA7^4j<(wIpeiW*i~$$l_B6g5*4NqVV?jfX}mv0D`Rp`l?Jm`V3fqz@-MtElv{s&lU!ISmV(Hzs78 z*vM%%E3Cn6d*P;G)N@|b-uO_{uu=+n9-NuRsMn`(HRSC~>c&9BD0KJ^MzQh`uS*%6 zkzV;{xYC9Ml70*HGaPKX49-4dr0Xh9He(O@e~gGNi!X4`Fid`JBO!RGXSm|IpPYHd zm}Im}esj8Y)=ys2k4%5ygW--1x4S(1;Wta)EFvv>8@i4Em*Gn?gzC}hEsg$%d2{aJO$fVC+oCn5e*GVxz zga3tfUD|HO9(Gt}NIbwI72b%E%&-xn&fCPwF(XuZ#TjoNikZb2pJ{B7hf9VkU@o5n zr;H&Yfp@>st+T#RNN7Qf#3Tm1^W+fLY@F zrB|+X?Vyv7Km0GEw3|lX2KtvJQPBCJS{E`#ChP2FgolR`hGJ}aW2ku;VQ4fkO{JRH z2w^y5r8_~&!w18s3z0$-(+RFRe^5j6ZN5b|80w3f>UL5YBZFCzppcFE`{8_H2b0gi z!}zjM7C-81zd+t0SzR7SJ1Ab&Z*2%Sc<+YPchEO8 z1u(38+##eQbFH@ra^fQ};yl?^^UP(t_VzA#?to>kjx5XA9k-JI6OTMOi}8fOQaDVx_*J ziA`7bl{5P}g*I?umr!gHN0Qa59go|}+fLS`+46OXR1A9JpiI<2!zmJAiD{7j4H#|> zgQKr$>txyW4=Ia&Q+XeAtCgsuiP(pTUpKycUM0&u#70&&Pwovbr-XCMzZnJBKNy_2 ziCw-rTYZ$NwIwPV2 zyo7H*u-f?wiPAuwpD`7pPQpG4(ZIn=j%H73;Cd5`dy&u>#jmw*(k&MtUo$Gk-AOl5 zqGcb+9(q|9uj(d5gC02(qz6||-TsDxxhM&sn1CrCM|1|RWR4odmi8yZVKVGRBp(GX zbB>18(fsg5*oi!NO*d$vay*%t!D|UHzx(tL0nU;$gvI8R0Qc0t^TuHr6-e-H*O|@d zCsZICdeDnW3JCZ_ve83{Ad&>V6+ppGuy83xoGhk50NI@<73)p)F^|7r+x}DETI_M^ z%N0yBgsQ3j$x9BatdG4uZ;Jwh2Bygl44GxE^k}=&(;nM_G+*wHMH7fi%RdSP>i9Y* zXlXE~%8?DloR8PJk&k_aS?0}rMf{2cGh51g*4DZb-+K<-#U9vK?mL?Nrp=(3ka*vx z{VXk5xvc++PMt|3q)L*-aHSgyn!(26tiJbs{Zc|`W%|`?nAzD6F}C|*y*FdLx@HQd z@BZBsSzebjaJ=_N$6YKpx@kxd2;jGb0eQ#QN~4xHRd2g?=EZNAn|DR!WzsTEIn5VJ zF#Bu`@VIEcvH0O7#U7gK8g;dsF2X(fq-jVSTe~XQI4h_y1-nlDq3O{wMhx(PGslh{ zL^abeHC8HJ_*J=|lBJJct}4Ib@O6%aae5E?#pcB{d~fy_@5@e#tcjBVBnddk8Dy9A z76!a_Z!8V!@Qm}4P%jNSedHLGkCX5!sxbAqRk5^t z(FQKxE9<_-Q@j!@&qjHZ4NZ5fF_*=T|%hXhMqv=EJ|nbb>Od1v^sjutJw zSWQ-SDLmg8Hs6ziS5P?t6y*t0$EB#{)Q07+#~(h0UkC7vg7xpaM5we7&(%@v5;@? z;2pj+dHk)1)W>FvB)pAwy;ttS6T3_2V^jOQo@lgJSL`ZM{(xLf;#twmgLxF!`qQU% zuzbDQsEuBZ#iH<3S83t0u5QwJCKa>{$3xRKpDMTatqe)B3i`zFq=wGB$}FA=QAK~_ zQy3yw8R|(k7)Pc8E8Si<)NrhMPoLalS_&!@bD4W54-OG{{aydX&%-iIbJ#&(GX7r&DowFFG8e|GM{O*B~vqLmoqEuPbWf3ACQuiQ5icL)I3FaRhv*gK6 zqv{tm+^@>XoC4j3(BIs~N{X47E3`Qln7G`FnbV)JmO8+JOqtFh#$(jp2;4}oEJJ|DSFt2yUz2t45EAG~5aT}ecsR*H4+|@|>HnA1sWuQGH zQMWu}O|S?st2_~&K#0BRvh&D_7|M#2^pTALUwdsA5f;~3I2KzV9 zSJxEDlX-{?0;*31wEr}wk|aA)5=F3)4+ zB$ZYLvTv2}+jtB#gePElP_}asUiCsZtbvGPJsD=|i!%MXpLe&1Vo%2x^y~k5IXQo> zQ!-=m`eZkZQSz}kr41F~e#%b8%~4fdH%QmfofLPNmaXUEce}CWj-NETWEAsD53n`x zON0gUvYGlKOQa?%ddp2BdGqKx^zv1EZ%ar!ATqr5`OiPngX=u=_iKIg3OeY7wU3=s z=}-9n5gNS1Bx{d#qC@Rg1`7Ekt3J(WCs!f6NIYq@sCgP%)!#tOev!*qA{@N)(0R1_ z-0wNPI(OaohaTyDVNY}YKNjrFAII*V&ObQkq2FNdh@V;>_H6GN0iN03&a6t(XfM#G zHw0vAOe+pclmx8gBeTq)EuZIAvTmPH|GfRohfJ(4#nknL^3g_@BuQBls&zOpKlrNo zMuhmz8c#wUgTBjy!k=WrFD!aoNT4y%$Xtkt_74H|*gGrzDQPp{XF@B_ZAlPMm3vYb zc~m6bcq+n7;XKs#(n}$*Cw86SO}+|J~_C`UHdvV`Kr2}cyX<> zCuPa0>$Pbz(LPy+$jWDY+94n6!^G1@r`%sY2T!&U#ngEd$EuhK>~Uz`zbw`a2oFzH zAo91A;|rM&r@G#B$$ERFj?z)gzW(I^9jVlMP6-Hwox1}T zROKI$HsA{3Vimp)9a68)3g)J|?zSm2wf1C3l~;($Ad2@-2<%fV7}KctJY>0KH()z&9cxxH{frjCtVP0Dyw!hCw zIO@+#@x=3^r<x~U0TRA!tnr*7BA zoqZX;dE~tf*H(EivlD9>+cbD@)jQ7r?ZZ&vhPesQ_TE3kV&E&zZJxG zqq92)TB^Cob9pMQ-^-d{pi_{wN-gz|UTK|Zq+5}t_E(%O?jeLJ!XHmh>@!ueW}l$S z(;%>#U*THrXksL=E=eWEFds3? z2yS)`VxA})ZRL2E&7&C+T!1KLnO7)Ty}Uy+O6f4U@Yz%7F|vSVUT0`2jGtyiwuetT zcMzu_;h2+77o`Y*f31jigZbC9p!ZnE7_{@^;xXxHI&aE1K6@+<*{B4_4(0Z#Dopj@ zM=$3SDQEsgX|}*FRVXgE)Xn2|tUcPyTu;O&$KN3fwYIPGzGZ6aM_K1w$S(Vt6aPri z`hki#j!htG`)(Vh?3j7%r%xJUxMK&VL@z2*Xo+L&i(LboD!F-^N%RP|wHFFZ`k zDXTWIU-C^+tO?q{Pa*H|+*^lI;$LhZCsE0$m^o>UU>?-E0A1H>X6oOPEAGZsYBvoK zy%Sp;-@Jiqf4=9797aCIvp4|>7B;DT&}_LQzaEv#6vcDOmh3FG60itO%*B2AJZlfi zJ;t)p=M3-JqGV^*2*>q2JmA>&=*dj{L@Gi#vftke7-Ly}vnX%v60ggUo8Lb%d%t2d zTai(cz1`j|GwKa`Nz_TGLmi#dKVHhF{YBLfR|;&pK4G}4NcF0x>+2<|s0@|k^KQ7~ z@awo9rdniJ#bF1Yl*HDiV9!@pn2(kYky?ByQqUB*i+YJ{XSMe(b~Ve%j-@X6p#LgF zi`_U!nDU2ghxdrq4KZqhvMlJAKw)s>Zn5;B1a|b{N*euvBfs=EjC^Y}=&SwsrvJxgsmdKV}rT1=bes->y;A!C6|4NhsS z+ka+vZxnv1xF@ro5**|j_iU9Lu@qoKPd_~)XahQz+u;lbmw6(6S#7Y3pAfLD*dc2b zT04V}sVxkM-pP~PI`rvNdCcY|Lc^R71wgT?3!I{Wh2DjG4`2{ETO$pH8aG-S|w^5r*XRmt#bZ?LNM} zM1!Mh!d#}rV;0a+KHpRfZlqvll>*15W2-fMS8||y(iT*0$bJaVSlL?jTFQr&%RLS4 zqCzp#+gFe=tq3zD+coW&*5MK`J00wjl!E@5l`iN&D#IF2^TQJ%<`6ycJkxgJ+r=}~Ew8fB_3#vM5H@tPS{f@!uWX)#{QdR2*4xyybM`UT-Xgo} zCWg+V7ul@qx-#Bnuc0Ej0;e!m9=a?KNBS?`1%b}7r3!Ea{lQBh*C#>|jG#BR z;5=mEtE+3)e1MCs(4cS4^hxA+#~R>eP!yriobXA$>W6KdJO4>DXztfyIbEHFA&u@3 zJ-!RfEUecEr`cayr{{s6=hW4c^jzm%psXOE9jhU&r@x4J_fYJNesz zRc6M4z12&y;}m6Wv+DrWxN2;+#?$8q*hEa0h60=5GKEhYrEp_Kz^}qri#F^`q^wge zAnVR;6`=~~VYX+Fj{ds|3FGVU$eDjN zgoV)$FLTO3L+6ZZxo?!8m`l^7B#jMgxy}vuCLPuGxtg|UToco?Xq=oi&_q-AN0FyF zF|b7sX0X>>(sqE1D1|}e6H?oq45~-eA*z@dRe+&^-}?i#OCU4@^haetl$sx^i}e&D z2$r(v*R?-oMuXgq7E{_ z=61zzl>@4CVo5ZJ$~?x|=|S;dt?$(=u|t^r9{oHs>@*yF@rs!o#Iw^_E=>%f?={DO zfxZ0>h)!zUzW$Qf(Nt37iFdQaX~9OJUo+dEMDt&gEczq3E8ecm{xfHq=nFh8IiKH| z|82LPI$(2iF%+o+ikJ1{{fuW+St@$6d}%n6D&HbzD0UMEf5D!u`yH&$?sjBeZjy

jT+f`w=)L9kN3Q+NIuQq?s8%|1liPsS@@Wc1#TAT84}dU*OV{|<}AO5_QT_t$~UU8pQPCqi9E;(IE{sXWaRo3E}@jWDAzY!!;^=Dk8 zaJa0_oYUD~vnpH11Rf!|^i|I@uyJ$0u)$tX_vvOFdywVV(%;;})CNcq@3I6S(lsH| z$#edzub1i09y&uecc$+xU*jw%pi@nuS^#h004soCOaT|fs%vDdJFHO0JiS%EXM+#h z*7!FxY{jO>92D&}Gg!JM&HT@OV^cR_9~3w&5MvbmN-fuLPy@>3V8z=+_bW0M)9Kvzo+=_ySgLB-ASz*kBcvPP5;k^ADxDD?MIP z_Cn=Pz+%T>P1Xfr2<+b*WH5ukKR>+alx^PRaO5hG!8(i>>i8lD$ra{IhY3?}LBXngM3IAG1MU-p z%#pLj1f}sr#(5Qj`yJdp$9j3kvuXB%xJ)>^Qb2K5{QH(b(o`Db!OFu`%FW(qVm>Pm z27uor-F~;!xR|Es2v)#Zj{;ebNtK;r@>a8I>vDA4O&W4PL~=JUroViIA%l$!8lRlq zB7;eoG%y8V=^P74k{P)OT3}^Unu*_!lj zr*h{@7Hm3~$2mbC_6#m}fER6}FcLaIY1mSsvxl17!Kgb^bojv@0jz=WOJj<(p-1sL|tJowQ={88q($Ke<`x2mrG0wv|M! zJu9+lBQ1Y)I82?%A1|bbRJOE6v4=rZT9Qe>`JZLr8EX4uP|Im|#9E!=+8(`{F znd*TTzm|el2?I7kH45xq{(xPkKYRK#72%XXJ{cVi1F2o$sw&rG?9cS*Ht^bVcc{}Z zeFiRUQP1d$QwFIK#DTj&+*MN+CF_w^BL;0kNSKFC?_DE0b%Bg}V zR_9$TiNp%-^CWF2RslL%cLevg2+ISt$atyb@=KOmpF=(t)L2^5M__yCg791sjK}}5 zxxh*JE=q^IioS5#giG$1_>E3ox9o857lEyM<;$IW=s1 zjO=@jn4lG2rmMxy@%4g?Lcyv0i|T!c5d&IP)?eB-LtVSES8BGI<(RTEle^2_3nRz_{u(gmg2|zlYY{MGVOpDQmm6?r%`cp<`zCS* z3{PHISXbBgJ=nM-uP@U%$*hh#JLjY3^JkS;J;z>gUX_*kloog;_?`D({$pd_7JXN# zF=_Uem3iYIHqk2XQt#A%YArnId?4h(!ewMPb)i~D1gt-o&fQ7gfXk~G(@R~-A2vQ? z;vvsvL_GwCSf!S#1+pC~22Xf~Lr;{HyuSNfoeTWVh+5Ix!Mysm`i7kiO5MeG`A+P1 zDPniq!e-6W2Wn6RKmU}{{L?nhfI^Pt{7WjE=}aQmZO6q6E;rD-aYxX^(fOkr_Y823 z`CjDX=l%3&3cimwf>~p+-q^mD=*xYpb$-drpnX!n*h7cyE?HG>Uhd(omofpxi_ZJL zi%~yqN}dNU>d_P7*n0oLc&BQaK)zn}DsEl7JbjSpn&cX> z*)tR_zYCu%oKuYtKV77C{mjW#zkB9y#QJ$De;q@S5=iO4bua`>;xA;NFa$omzpq6=0LlM> z;eRv1!!LpOD?2C>A&vOU4vIv=Ab$l2!#^hYe{|B)e>;XDA^7Uh{|P3OkdIh}90rAv L3kawiXpsLur#Kmd diff --git a/model_full.png b/model_full.png deleted file mode 100644 index 4a350bf88b788d2230794914ff064bcee513548d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 180858 zcmagFWmKF^uq{kNfZ*;9!JPoXo!~OKJ3+(XE+GUPU~mmOxVu|$3r=u%ch@_-=Y043 zd3!C^4Dd)x)!x-ryTeqJq*0NGkYHe7P-SH#RbgP>=fS|dGyDh-{Y$IGH&^HfpNo{X ziyH8oi@S-F1&pGJi-R4|#m?H4!p*|T*&1m7nU$NBlbOQG#l^vypN;MN|Gj_}=w!*p z$U`m#eF&n1jE*x547$nN&$~jA0&AFeFfg)`V(K1gN6(&(`m>&yVePiZRefrfT`186 zG7j)ks@2?cL^8Gi9IdZ^yY6zLvUdYK} zjU~DqgWKuKb85r2*QKWJYp)+$#q6Qc(R1_P5?{96;otj>-fi^%^NhigZzd+|Atx=j zE8b0yCoN5z2&L>T~WG5Z3FP955ha-B{&-jmRt%eo;Rkw$n6*p~ZY{2|Y`;^&- z3?q<#XTADc$1ds%mhC@({@fjiE2$Xbd3B0=I?`X-d|;EWF^cfL)mh0EN z^nlwd-lqmlr;n?z!VODK$S}|q`uq29YyP!}(!%br0x%@6yWK`b5{ zTi6vIdbi8&8Tc*Bv6*vDg=jWtZhSf$1Y_}cY)9r+l;qbZ& z!$TAIo7BYlI$M1AWmo(b_tTyH-}a`vqv=eTo2UM-k9Nz=2?D3BaRx1JRj!AcP#^Le zcqu+=XZvqOoNv8PcEZPe9BG11Z8PVhnjVGRJ0QnPUWaA8yM9NTtS+}_-Y0(OV?O68 z2{`RH+*$&Gwvi7qewkMV8LtN+E<+EP4jKRDI;hw6cSH>po%-#~; zXXJXev7O?U^)vjj+_MC9L+0C#_pDp(Pk_@?)8mp^uemzivLxRzY;5c$sLMmA%vp+e z6}t9NGj-@Eb!X?`=v;PReWoUbACh@Pz`@1jW3@%kE3owa9XQH)bAkBn^Ky?gs@m7) zvDa|HlcUZTBtX^{NJ_rixj;Nyy}2pSxH%z^ydZqt+%qix&8|$|H%BJlz6CG0xYu~!+LQU+nXKH8x|dJ)ywIDJE#1ppy&22@wAmO= z)&Cc!zkv~cx@vr4{Qow67rFl@5&XYy^3;I1Kuv-^uW>iSoAt`;|8mSqaH}a`!M z&HD=s)O^R`j8y)knL($s&7)x`s0+BCn2%)$;d^`105PEE^$q%*{|tPij~KWWfI!wb zH_Ygn?$Ham3O9P9f@yI(HvRT3Uy$#=?zgf+86gOYkq+BVP_*QLlEuiERfU%2_PJpu z&-5l}cjlU$>B=<2p+pq*W}_Cvcu)vqeS@*^w$|9$ciU;s6IpNYuQ5uY_8ved~E2`90sN z|LZdpmV`)n9e%Lr)$8ZtCbp8bLS*)x%w6t@hoBIl8$9twO>!&jw6wIN_c|9dTVR2c zHK=Re#TW^mv_IP0L)V^D?GbMaH*9j7Xi^W@hWjJR_s9$iSQmfjp^nAixoq9Axa8PR z3LU=1_NmICUK|ua&Z?kSS-ieh^^-A01vF5+FnOLqEoqeRV`9bWLR~m?{04Ig|1+er zw8h1Jz`NR`PV!rPwyGX2Lv=T^BX;&xqf(mTw|_7(ti(3ZepzyWHM;A zp?*G$NBZ_wrkA|`xx0c6>QYeWvWHq0y(j5gcmkz;^jql4p+B!eL0JOoz)-4b`N+iN zDa2QC^?cEgkR+erb7V%o38f)MwY&cwgdg!XPl!J$mT#e!!49=u)<=SsjkmrndG4ma zjquH!nBHH#A@3W1jS8GHU-#)nYuRNO{TF#%c-1)Xjygjr>y1#Mpuu2^xJoPdHhd^r z?YeBeLDlx|D_-9JMr3a<#!uHW|KI!ni;}!l{)aIB!+`KnPi}tSeR(7PQ`DC(wx_NV zLxukw?mujcyDVl%PflJlBYz|iImt#BzN5Ijyu`P297chMy*XJP#?{gntJ7^;TYQ6W z2G2{imog7;HNO|2-zbyn!$g!{{OW!Bs%P8mMfK5gOA;}#HKw1;+phQbiRJ6Uv(M(| z%=JM3TeJDVELq^rrQ7JT>mt& zE|DI0^kCpc_1hpQpOi#KBNm-=Hg^q55?@eN-(i-L!gOV}R#Ov6j8k|(Dd0M9mEx13 z-STR++N(GpJOuSkygy`$O{CouNDFq+4-Bf3;9I^HZj;Y)k^=~Re|N?i@}-vfJ8C5v z4)@0-LRH<}h5~d48>X1(x7ht!^w(CTx<;H=13@_Aj9YIjzxDcc`r4&?6M9?7go} zlp>VkF#G{q+I46P;bV!a8DBL|e#!X8o402_7N&Hcd+4-5O?h&_+8aZZPt$Mcz$l6z zJxf}blUjH@kcw15xhF80Xj(aek$yA4N?dI{@}7+>{e8*DZ?HBYxXUA84=2eMqX z-~)~*yT2wpv>qX5@d16|?AirqSOiA|kf^?CFcbVCiPSPgm+OL4mUW*zm^plpa&(O8{ zA0qo~vXzTjBJJ`yfE=8YO#K6g5QBKKB47~=k(^IQ5N-JCfV1O4)G6w`aQDeMPO1QP z<3^gCcDAh){}+++H1eatVWXR+>{&s7N+mHGAeP_sDk!!A9qK>pm_#_Q-_LUR+#)aDagWY7Ks0@>j0n-pXRqa+GKH|KX`ZVfg7BRCl z`wRi>qA<0R&%ijYSK+ApLC<0|R*Nf;L2=Hx2boGG!LjFic#<}#7~%;tiO8P)5h-0j zf%$N(FRPF*xP-!ogR0!zXX~MVUq9h z-R!pwvZp4sPfV2W2`={>QjBx;tHKGQLGXX zq{9kEWfgzYgD2M$qnIwsNq4G^$6`GYahc_!*J3^R=ekY!>I9C~K$Y{s??Y=LB98O6 zAI7p1?ZO3qk{ol!XR7x;Ii69SUJ@&ubJ@xkng9_bTGcz)!t_eXN5&pxP#zQV#rgY+ zimDW8t_sAAGF4xmZ%)PGwm7+ZSgqMqI(iuCAL)z1StUheDB73pW^)6WER0L)ebZxU zYt!P`9R*v+fe5`WU?I)C#k`TO7!oMrjW zd-nU~AA40q@>+zkh*I0}Iaa)X58@&4-6MnvDHw<8-mI1WgB`K4nJzcSfs4S9-}bSY zk2eNKxC!z4f`*Pcal4*AC(fAyyY0V$?e{-f_F5-EcY0$N0Y)u>K%bk>pH5pY6g&es zoR;~UGCr*_ZxPx@{~&5R7DV{t`slRC=i(nqEG6rx1j(OSXT-cC8`4cvEo`OWtqMJ{ zXtaqKVp;FPP(vKI1~ZaOn1UFY#b$q~CfkI588~lYP!gL64aG+)t_j}B{%PJtO?){X zB%yP6Yvj#F?y-^Nx#NE~o90LNOCJ1k0P~$B&^nT*R1!U>KF7HzBn&5Ao@4EJ zTHpA<(xQP9&`BRgdH`qT%_75cB$O`&d`i)+pjZbf}@tsVEIqw z=^58haoQq5rFqFd3z#h83$cZzNnMjXdy3Y=uLV&MJV|{%IH`Xo#o!aX?yl>^N@~;8 zuVUNrJ6A0vZDm+>BuWCQY`WDNaNVeIFQO)}(hi(ioF$@xh$j0^d>KcP$(o38UM1;bNbgKPAr_g5U2}<46qpaZ%nb%{@_Bmx}ap#k}f1^uEW}H=0 z-pLCOi3^*kgfK=#qSD)d&5}fwWTOMQ;oty&>W?>o{6U7OnEOU#=DC-CeJk! zjJDeuGlgx8+cxaPy6ONj8!M;v$(O4hQsFDAs-os6QWYo$_>w1iJ%zUkR0UAa#|Oav zyXD~c6vzJB^@%^Juq3H-V~p12ix|(2Llxzon17q;fn!JpGDlU86MYZ)`-3I50LL2( zHX0g{!J|bw)2qwOkbbhb%rDF8NK*~i+exv`p1ly4%bk(8P;m`A^R8#e7r*;pnh?29 z<$kBe=j`-}$mq2plg9hCj+(=!Q#XyHkvXZKzk%v&0vkXBqVg;MG##5y!#bGgQ(-Uo zU6gc1 z;eYe*4MeZi14MpQ9?JA{r$=IG68W!Wq4ZqBd1|Ps$G3jjR2k(+p8SLjvKqv=q9mMJ z%j(dbTF$KspaOd2Zj#CC2|?on-PrF3;yr~TE?cO*T?v@yKR*t7C_ySl0^Rajv-tJK z7k~~#X#Td?{ugDx@3z1|EEme(mD5TC&WaS`Dtu=l#;_CA-Hwg^w+;09YM|5{$B#DB z+}~P7BQ5XL5NATnhcL-NADh=`QmtmF4Zc^tOY@1M7CioZ4y#NR1*agqeTIORE-@Z> zfT-we6v~uqCytM#VO4D{afm>!e1?~`f!NjxopCixB!S$ z!kPcoS*~1Z2Isd};P^4IoVhYv!V*-v&+eOP1z2bCOxxqKwzrNet^PoIpHAej3*h4h zt&MtRQOtkttXR3Q)Ni`xWp$CPA?yB!clto%l3$qau&2LHgXGIh3*=Woxo)G}Z}d62 zoTYauX0M{2Ph{8M{OGltfy{gYHC&()G^N#?l|0yhbi0Z!TdivH6)h<*u@DpCbi_-r$A{Z@S2bWiTPsK`Cv(HR=Y7vu#`6F`81y&*3*73X!U z&&>M><-LSVrnU4cFZA)rQGSPIow#599&7X=MKBq7lzKQ>IOUq1bwpSk*MjP?5cn`j zsW_CjIo#|LZbl}RAgNtEuEMULsyHJA5#9Gl9Z8$B2P!r&6xyokB zyQsa4TcRqmJ0#1<^NWNS8#6GbLLfz>I;m`U%mzdr?HbR%h`JuQbi|ctx zav#BZ5U@q1rVVKvB0;$ujs_f(9erJv64Os%F0ghiVpMCf^(YM5Q^v;Y!-CSrZ_BEf zJl~*hhQ06Ox!6B~9su&wZg)abOKMN+B2P3fJ8@BZc=q&r-&s@)$akn(cWw6cB^4bE ze!qN`b{6?y5Tx`8tN63d=>~UV)^0AEtL|t0GI~>){`Bc{L(@>B&`RN+8YFx$1c+w0 zMxZ3GEw{AbkRqD;Vc5SJwv2(26BOfijRLBX6V|y zLN873?7~L_@FMZKBk?JL{QQeq9i1_=lt68lS?Z%db?%FB4wgFks>>>*0OU6awAsu5YBV zPp9ND<$dh9pXS30JS^!zRJ7U6uW#bey}lPKQ=^VCz%zw%@jl@juX143 znzh|txQYf+0r!fJ7Fi~-3tP5TA5K{^1QRpuAgku5vEPqXvJD#eL#9?grSU;g30{#N zNupgQQ1dhk?WS>7gR6iWU6XuDE0(EAW1Y=G()t*4xt|FB6L)5 zurb9?bh?R&6EF01d0%6T8IG5EN66!R>Pk#cJ=rLY^Pxl5iuJVp!BouQ&D5z=llolS zGPK$C#Zlobw853Aci=&Cs{=Nh=|4Fwgww91)(#+2FU2kg-+)mXBwc}gNl7Kb>csA^ zs$dnN?8@aIfv>lkJ7^8`hE`e549*{uxTH$5uFXZqHFDM9Epe=EKcS$`HOcfm(ID2_ zOc3U5ierv3G8SxIJAxu-)66UTVtlgXnaHZk_=X=)k>_M?dL1J3yu(U|d%$ZlzeHdx zaEha=;jrb?Ymyl8*k-wmqBrfIV$RZ_!N7l*D*Tqwh9YzPa<%{g7)zMku zSH9THCb?e)&X&LELz5M0CLw}tSh5;6wL-fTBcJNp(k9)}v?3h?qR4U^2l_S4Tr`b| zap@ztgc*WXmHzx>WiH23tz~TdL#?Mlr$2OtEwK_Y&?g?ttudbJz|en63~7p37{oE) zg@9=e2%g$Ie@!x9jQU?7zT5_t9liSdq~4?FCTqv=aMKSQg0krR&kp;Mi29M90-gX$ zdQ?c=TG3#BP7%~Z=PW>kjWhq!fd zaF?@Qye!wHw7(V{Lqy`iK5R++>gi(B^><;Rx@@k~U;*09&-6?U368(MOZ(LZ>&0<4 zav2qItM^rT(3sbKUcR-tatwAROOOZ%-Bak%7{5`;*skzdfiE$YoC#Q)95zvjUaivn6WczJ!6`o%JS54qqu=})gm>r)F*JxsT(dq4zieIe2i?t zl63Ej!moPYWp#|ky!sGp&>w_w(Z2t8S(R<(AS*Ue$;(pro7PQTnJ=GMh-gY^9GrKI zhZUx>i;DT(|8n=`=aI1lRRht_-Qu1CAI1V4F)cDJzOq8ni_l$Y^h*Qeb=he&KeP_E zCAqW5IS%TqN9jOMka*`w8eGC$uBnoO$f4orIzS9QK#VNXRmd+Yi{(Fp&;ni{@AEl} zkJJD1)%xQmOo3|2FS<5~?;o@(=vaJMeOFDU>3`@^bPc^9nf$IXL~@BYBb( zp0xtBUqJyT%fEb%`3*9^efu`|R#`jNERkwieu;@voQhW}sBzlA_7b^p6e(Kr{nB$z zXmarA1Vu}>ljarX)_IZFw*bJ|5OQ_iPj1u%Epl9^Ev74l_&-Ixo*%Z2l7ICsWRISF zHx`GCA#|}M*TdDcU8?N%N#6hvK~~}DDU4N*<*CCU;h;p7^X+Q(^VxPg`yV)AMwVQX zKYY^^q&mtBpeiJfYSeTb-Z6;+I7aSYHP3)Dra6_(JiK&Wg`*s&ZsSNvqdc)x5YRHUqQXe5La0^LE*Gs+;T%RL4szkf z(V6}e_pIgoX$o(Vkz&fp%>f!asswfQu-DJ#oV)a#slXD8?pFUiDt;%m923d6p%ZEU z7y;C#vJ5HT||KMg#dw%r=`_4R48z7^P3*Am)z>VYBBPA#6}WrUx%k~bEdSK-=Df&Po;kB>*IpC!I6Zw<_BqJ$|I^-aDWLx{@`{G0 zfryX$FD^%BPesz?`In^5WwExveGzqqOiz{Dq-xIwZVDHUrv#=8>3XcBOg|bP3SDlR zD85Qc-3Ot-YN7(6;3-P6*_cR%zT0hHmb`Z+v(XXW=BQE@os)VMd92*3S3JGb$^;k1 zRHWo>{TY&n7s1o%no45Lo#*QALbmQ?Ca-^q#=&PYzc|_F%=dv#OJ|F(Mx5VGSi96o z=HpF{2#uPzkO_9UgEge1WpdfI&+-66UDISElbY-r@>h^Pa^4*tf?#6iy1)Q!K-n0< zjgL);RI6*nXyFO^pkCr$JanH9&3)M^!~hk-82R=G4~AYYLO@v+^v$?XpOPEJ@6hQ$ zH_@w6za=PV$|6@uAyRQMOZ%#NE+P959~*9J^~M_L{)^S!+Lc4OA1}2H>a0&2QV0bjGYgM87nUmv7Rb`E{Pyto;yND zvz!*zw^h*>jLLKtAlAU^-nd#iOrv!9GVAAGo#eXJ`BZy^(1=1kK$2=V50SCN*5%zY zYQSBBmkrJF0bLGlmMfOxNGh3F#UJbBHr7AGS%vh~sa#S)1|h5NE?;aQZeX4@8t{R& zj>HOvk>Yml*D6lzi{}cX!N&rlwMltp>@R9AWII%;_VbtO5f6p`3=nDu?u(W)VqrnuQESqNQ;O3#wu} zb8CgG!Bnhg$*_)n2Z?|p;#%N(5xk#rjYFAf<5#(N8#*CLGHuqIaG5^*bj0p16^i>n z2d-I{iR-i-;Y?^&bmQFtU+Y)!cbqH|o3$zrTxjNinAfg%l6MUtRIXB@Iw?EskkF+} zp`-UBcw?V-)OpJ+(RS4_I*VyyXTAC7&=fAw7@YbyaTQe&+mhh6D7$Yb6aUnsY~hpg z_SEIeb}uy?Fqp0TZoF_@B^q-Hyahk$X<&>z^n{2%W%O|&FYPDq)k<5?emdgS^c^m6 z8_4Mx1(1}64~PKrz8C*Wx`Br2tmnD4ra9F5u`a%5U$Mtzol{YzT)xVKTgfq4)4dlM zZRJ*VeXerIEucCUCWc37HTC?h;3_T51ENYD*%`_+tmp_}YJ-7_fihQq3EX*C-Vu;I z2|n#BI{6PqZ7aUs!!FME?>44OH-(Kk3M_hh``=VF=HoQdFW<2BM(WNa633kh%JzDb z$uY#MepvN;P+)w8o!yAQ1gh?8GUrv|;RZ47zv6l`?T+?L*9l)b^F@+N7oNZ*4BRM` zG-CxNfPK%A{F87nXZu+fN#q6WmIBqijgK|7^Us zXLkYk3JIo9ZsE!D>jF>Sknu$G4{z_;%s~?eMw@Z9T<4HHP9qG~fG~^2ZjJRJbH>B) zR|c7!X$SEcj5^Y`>vg$Wo(h|TeiqtzrB?`J-{X0!!rA?^$O}ctP5Jt%;r&OQVby8U zbb0Rk+KtthgVio2-YauCA7+fqvF2F&yP)U?6PAgg3`ooThD~r*3F2;BLXonyeAyfa zoNr;;ILhpRU#Rkfy0VqaY_}BN?EtSIq;f<&^@m_+)T4(GdJT^1Gz}3b(Db`pBRvh` zXp+4Xw%E3DXc)=$E|uM$Oolb)Nkz0)cFpntPKmsC>)|B+{r2y6`MDYBBU>c_LPv2x z1wa$Ty*oOO3H2MppJ2RQ3HKT?bguQEw8YL4#|fMF^P9FZ1t|QSdkS%1J`tVdVU=mX zcd4~2*oy0ah<7X02dJA<1YBBhYV)JjbqnhZPb|_)z=2YyOBi8CcHcA7agPL|v4z~< zn%6eStEr7^d>~C3GCvGvBWaIu2YSR9z2sGFaDT2wC1eaKWw0e^Ef_OS&+#uKc)(Ah zg;98JN`Abdie)!YWks@SX3pCYk`z3t8{ zSA~}%znJ>py2~pUVphn-zerXxQ$@n9il`YiFHLh5Q$}{&Ukz;)99fpf^aoD6gUNO$ zQGyZY0P541U+Yy<6#R+8w0x9VZz8hb91<|nw=SHkkabORV0LZ)dY~o{*&Ue`a~5-H z%c;!BB8nC|wtpoI6k*R*qtuq39<6fx5he)fO>12Ts0$K>gabaSeZ8*T7J1pte7`nU z@rX5_{86!h24wx-`WGM(SHds)FkRkf11=oVf}}`oQXNw2azlp=dg0$+L-zt_S@xI~ zf42r+?p2^wW^?gzfE*Z^s3qeZ6(2bj0cz^skT>e*zVgu+{OkTFXIF{Arb-Oz^yXx7 zEsh(b-B8oTT^(6{4$L&0`bTH3p7;LyS0j*5IKL`o2KI!d=@|m3PYhFUurDI3;LICz zfJ|9uhDOX6tC6_A6VX{8aUgpx`7ebyk}TnSK^ztP^EK=N!h0`0^QA%&eD)@38}Vgs zgCY)tt3ooh9y%Xr>WLSNL;I9qiHo9%S*$>{!de3Jv5f_er&`;HD6kqa{E|fK-$sVr zMY?oD&EuUL?W!xtPC*WP!&7?moB)_r^qeJrsDql(ed?9F7;*=j;+0@8Z>}g5f=ohE z%vmR$6V(r`NTea84^yPzT|O7l^;l=sTgXz?5l#CH^h}K}Rh&P97EBxiWi(~`eYfKw zjxqp+ojrvEhs(q~XQ|G!RLYvuYISA))*w+EK#9}Z{J4pPv=7%?s;%AE3fbRfi~nVo z`1J!Dr}kn3)D26X$TO?$;Z5dcA2n-gGfgiKD};qy>pTeHBt}J`WUaKB$8)3v2hwXA*%H z4H^NAe)Ft0y_qgsI?Ws3b#bs*u6_0SImbniwZa@6DJE3&90KC83&noUo~-*slI`q? z{XDVQGYJ?%W&DD34TEoW&QcbFGot;==ACCZoh|$vD2m5T>W{`P+nSHm9K&7(GBm{q zJG|ZTh$zhOT%+LkAUZnfR+tg%BK#v$J2)@$@(G{N&(M;cfr{hUlgpxfFrp~r@uo)*iIUl&KU!{hT^wAEOac5FJ&ivdTY z$QN$U4s$}_JdH9#O+hg49822WOmaMq@cczI;xcNaZqDl&fLT%{D3XlKZmZh-yXYly2hd`o3`}A~QO?5>MT-3`q3BPK7 z(EEq2MTAPnfsKD?`Km`R{B@h4p;D?8r=FS%GGc^mFMZ6T637k>h^QV{$JSiiX!u;0 zD!EP4q~Nm+g71bJ*#s4P28Y0E)~(U3G0&&HfN$rz@|+Cd4}-NiHB$M4DRm6>O!?1Z z%9teJj{>Qkx>DQ8Q4;N0yvKV6iE5?t>#^^8&A}onD4Mc3i$1`#m2cE5)u<9L$l2vQey0pJG3+} zS=*3{y!u+GwP7o#Vdf6EjtFIs%E#N3oeKiDs~Z~|oqX?KSFF_Ys9ZDuX*cis8l`4@ zsqgb?SQEf0KB2nx_2L)K4}PcOca%;FCLnH9m3y6%+35Oy$r zy-t<)y<+c|3J^s5KQq3aYE5G?d<#uZIB*(f)Lz`{UI$DbJ|5u%25PS zxxCm|D=<F~X1V~;0z(OA;NeTS@;O1l#Q?e|Y;Jy?9s!Xj zF8Kc4%$IlT)>cmxiS{?ze~%uMEUtKDxs(ZuwznivrWpQhf?UK^NBoo_>GO?w9XN5^ z7ASjb!IbN*AFUGx_1)9MA`|)bJH4~zjtl!}g*}I%C8PnO$!DMhL3us%vS4n~r+VjA{nbD@w^o*eDWww9r_;pdB zfhOfmr4lK2->%?Ot*Lq+;1BNfds(rS^k4;A@_FgvH2V3w>{@Y7S65iau6K$4vgGBQ zC(p;SM)gU-$m3=`b1?Zailm+>VKULCF8)Oq`!Cvf`udRVWBRWS(X&X6Xf_t*D1sF8pi?;j+1>ZGm@lx1Te21Ib@A2)6pEsF*In4;=E7 zlj=JthK!qB3GcRh)`X7;66-&p6wo}(&u>jFX6ZCe_RBN-tpZYN?qG{rt~d#Y_qR7l zQ?z;o{dvn&X3FAGP&D^(frC5iKW})Vc4B@GF-UD+6^2=m^%-)Z6vQXLYGr%L*~OQ# z`4t3;7>rES*xpBWykH@73)&()AUABH4X{nV>J&2#n) zP@<{cH){EXynVku5j|urUEPNvq}KWUFo#)P$)>M7x!)S|N@`d|g!z;~aC?e(&5S9r zDpNSJXdvPaT9xdm7}`0Ein)b_+yhc%SLxT|Ej=4)P!&1eFk+}e*(;slka!6P(SVp(SO21%JL?QBs^n+^UM3A+50kd%Ge6- zxG;R0Shv)&Fumxo5#>G1MzRuO>-s`CD;aLub1Ep!N#mEhjCLh&A z@AG}3bYm`|Ph+@<%3Kvm#V+QEE&p#pcw39iMbVz>YL&FYi=z#jlh%vHr?`#>8VIj6 zVNek-RMvIQD5I%IB*Gnj{bPeBQmHVhEk6E9a%xG*?~+<@V!rd-oaOTqiq9Rusy%YC zVpR#618q7rOMKLnQ!c#3&ihX@Z)hxX@V?b9Wb5#!Glq1b92~ARukBb7V(-+X9nPJT zo-7XcL!a8x6H~+GKYzL+9}MEc?NEjpITtR)UdAENp9Hig5^jQjfkaH)+5ZSEm_M|; zY!{?>BPMa7WuH+J^lV?Z?<4LyQ=V7Zu!*dj+NOUu`th7A<6y^ zy%UhTIkyzxyf9;k!4%V%_!U|I#&23Kl6Feq=qp!gAk1>_hbuI2^PbR=(XYIFt=skKA}gXbWoY?E&BAMk(O{^r*_{Lw5wx(vy2Kkq7#+oV;8b zy;V{YzLvWTv1{9|TLsw}fRh-D`?>kmJ{Txk603LU_4>CXY4Sg8dWMLo+`&ri4v`f6 zF_@v_#ld8Wfc*a6>(Ca%QA5=HyBGFLMuOP8f7syCee+~d_-F3a&Y6gFrd`Ku>h$Uy zFO$kKo&nv&^V6W@W|PLwXeGI=+T_vkAl(!sJXRYevh+10-|cRngL8E35I#SnLCJDN z>Dn@h#;n2DORnxZG$G#GT8rgjBRM(0$-zyQr@{TGvlMFgb0Jqt2ANeQyVX(P>m=KG z515q1sHL8(cw5j{4tn%wot%j`-Pz~5#HfuToS$4jHcS7LYmO)D3M8cu7oMB551(8$ zQq_LC^-~wy-DSc3`05LH`%O#ccA)?6Y-syUt{rxuE~`|feJ`@>yn~U3Y06DJK9}p@_F7hPe&qjJF@G^`Fs)<- zuSWTz0{Jbk2Mev!S1{0K$nWc8Z4|hD;>z1+_#SpgDv+$E-Xr@*63KtB@Gr4KsrJ$i z_LccV+%Y{wN_sc;N2hM@ouND@ZglM@i(^#DKVOkKWs9A|XmxQu-@oW8PP_5avXaS?lwN~96-G}ozjT2A2k1{C;4M|&3+<@4dk>eI+->p)4o?^!3pn625{ zhTK;7FOwKt0Ku%~y&RozJ6oc%Ra1Gq%S@E&okxbG_IjH7%SeZlKxacn?00RZ4Gr6> zw8>78sB6Sg`<$|daxT4@BR`dnMyDsVa#)7*m(K_w#GhsLD|w(_nKW)pyM6o><8_Pt z$YN*4pmj6W=+ooq2S7iT8?)ho%x}}<>1Bf0NCs7wDG;Py@)0ESZT5Ed19W5EObiR5 z3D4vWjw9>*Ga<;#T>!;mF|E{O5WztRO+rQ5997waSYH>eX+6+%&mL=$$^ths2hOj! zDkHZRVTx>7aonr(-K39350ZhXcgY-IZ}`PZ#geZ;$MqEY`8BH6+21Z*CAPA@KBzt! z+s#LIP+3lLHW>U6p4yI9l%bBIDNxw;*NnI-J4f51)0w`YlfmxDiex;QHy$%p>pHn( zUSjMkN&%^xI@|o*Ddq^%T@e}-l#9tCga~87!+$5uRcXa=<%RE)sTbNM0UpU}8eUrF z)3?DWS~{`5*o~kZr)g^W)Qj-_wQ1#dLmQ?NkGkQ-c#UeP>T8u#gpooVz6RZ&Ri||Q zC;GiOLn&+|Rz7@*QNy7;x0b3N%AWn?P$^zpxMz@=B_zEWMt~hwn0B{KO(G~1_UeLK z&{NDbA1_u6NKuG>FXbUOL97H}0=u}1ZNjC@;9gM(quy`B@4z~+bIj}>{6;@Jt}qNw zqK9}&Z6;F!J?2yneBv0SYrX!Qz$SgxR8IDqWdM_=QwU>Cu9`d4y+1V$Jfpc!N2Zj6 z%1FOK4@z*<+s${4rVD88R3yc>u6&ZMc4~tjGXT0ncSMHq^EV=3-k+a>nM?+i6 zVa?QR2Q>Uh8{J2V>DbOv!hZQY0VC8JfO*3Yxln73i6$}k;6`52TWpS*C_y`V8U({H zl$nKCW3=X*n2eZXYCvt3>Gxf3N-LnVM>xYBfI5y6gA3Z}J^3qH)YGu?WuW^DLOt1? zH&jyrKP8;NXPrOU)cqm$E87MDq#yRtj)dcC#@nNanh^aXJQk)wX5&PAU? zSem5zz983xj+9&qEt0B2Y#XPxf(aTZRwH&Br&DDzj{Bm!<_4286^_bDR&@x`@ngky zG{8oE88osor9-MtOpQowAG2)@evjF_)~#CmPFJnnq)&xL>= zFE==^E}>zhb!J4^^cVSY02L&CGK{O97Or;luyqfGajo2>d=CWbY7S{bcP^v&0f^4; zYA>&_r^S*z!vppbHF_>LHSuE^g(q=^nfOg(s9phD5nUBMF3fkfPy$?r?Na!0^{D6i zHFynG)uP5m@=a7>6p%*Z`%H!b3feS15Iqo>_7q}DS$JI`G#$!%@HogEeq)TR!E3JttKWu06KDQet3|Qfa<797WH=hZ$nMPE^EBLB*Ht`GI z&8RUIJ#E3x$_@F?2VNb8?hVz~D*PC7mR)6X?dxz!&Z^c=%@kBVP*khA@WDs0{Q5g% zTPx?{Jw9A@q=hZRA0RpaTKZ9|hK>!l)0Fc-d=4x<*zo=~)`SmD;G1-??)^2;Mi|*A2Qctxn@KdkY zV!*c#u9vlB=ukcC2sE`6x~hev@ezJ_`6jiptSIfQkW?+V1m)SXuZWcV-z!<@IN=tm z{J2`0AN~~&zy3y5r6ul6NLE4UZT~cR6rh0mf&9pfO4^qE)6~V%)3QMqT%;Pt=);|a z6z8#a^Q4M;OiZ~Mr-iKhmiwS4bD(RYU2&Ehioube*Jx(D!HH3enms( z|8$98me6qf>v_!d? zx;60KY0{OKZm)7k^u_74daq8fc0rPqt7=R1!L+L){^Rr~3G`T8VurMC@GKzkgOCiA zzrCVOXo+Fw=tWVT?I>bYr$Q_Lsn{q4I8b&W~vXf+hLNLIL^gg6RNkXayh6-Y&tiD z*BLHwUr>MoKF)U$rY8_4zs$PT$p>e_I8&dt@DP&vEon`+&8YN2NYXc(# z@FldUyvxJAjEHokTl={=kJF$2b-#e{^OOF}jnGwncC~qgg?I)v<%dj8#&hZ0O2_3G zH)d1l!gv=3A9$l^bvu}e`3O?jFikQ@Z%Scq*9Agpn`Tw`PY-+AU18Ldi*;H8EN>(z!5&$p9h#xR$^gB*3yRk^6Sl{Y_W<&cFS4J z)8F0~_v7R{^-)htu4(4|TCKolVQfwU$xDp?Yur8flr((y^8gV_>Cwt~cT*A<4}~ip zOY52i>a52bKIhewhX{M^(*8ofNL64NI1nF<#Y2_vcvk@tP*>hJ$>($_K7Syaur|uq zOm}J=fQnm|BuBIF5hq`3L7Ax@n83k)^NfbM5d!Xp|X&d@g{RW zzYJ+|-+1Vu*XUlUBGk7tu7-<<#kpI8e2?L(405Y}t*Lu=OYQ%MqqB^PvhAXxV6S~e3cq_z%% zvNm_4ce+Cf%&G--L9<8WQCg1bV>ntRS<U1ZZDVSRcCu<7FYIm961lOVGs`TO`$4E4mGX5E(xzZ$MRK|ZPx%Ex}M_-Ubbmo7yKEV?? z!=yOHBES`eXp9pQPZI$yK6IY;$(F*6jhU}|EVDcs$?YiDZylwnkjG2G0CPD!BT0IP zwot1zEe62Og3)ys5F=?yx(PU6*Z7`m8gwsMDqceh^JfZbGzu=%!~5PQ)Y%4VVfxPD zemPBvCyObuuB|JCyg|Jzv4jaby2?@PndM1}>z39ryhUs3&jC74Wxt6hdkth~IJFjU z)CjeHqWqcO$k?Kb0hJRwO)!>kV(@y2^*wUFo|31fCR|3)WNS3GJkBRXmx)Z|id?yk zs&Aalb!vecR>GupQI&jT^#1&w`8A)UWO(^j z)Ee_Mxmxg4nL`pvehns7@^NF9*j!WH;mH4SQmgXvdu&*I#=_qIFn7%5KL`h~rjHk^px`s{ z+qy)+!tJr8qC-a){LWTZA$G4vcH~dW)q@6ii%Y`P-)j=e*Un+Vi{*Fu_s@6%`z2Ey z)?tUhnnpuIdw#5W75dMz`~ZD@E!8qC;Y6aLR|G^x`d} zq*frDMmRNNVZpF*lF*kQ-f`%+6WMn*aZ!55JuAuQkYH3?SbinHichmYG zK%Pla#%UUmz9@_|9qycYO$aa1R*quYnC~nGmRy78CeGyTOxxfwH0%T&&wp9XsmPQ4 z>LimLgONF>c8Ad-zCd6xaPDH*G?)mBwQ6TY73OHOQLt4!`@LX+Ph~`lJ}*%w0TY;L z&T;0>TYNLg^uz^zbBca)zn~clq^d}BzCH`a&#B^L2y`-CVsDa1`Q6{ zrxAIDZCJhx`95Y6)91rADj~Xe8L1{Llu_PXFyNh209BBq0FH549Q+Nkg;PNjtFH%d z$by8ezXWfM&e8j09#@8OHdncd_<6z@ zsGCJpFN}cW+XM#$013A9&H|v}0*dKr&w7^)qXXlYS^rX6=%81{yU9;fAIPj))!!}< zW>7Qv?80PC&h|P#0QLXNKU?u9$vc4ba#_p~`0m@Uv#uZibq`p|YWU%GMHRn=NO94W zUD2R}hj=H{#%N@#472CKq&E$q(nlrRE~vaNj4{2S`;2tH9{7RV^KATlbnh7Bk1?!b z=G{w!&B2v#E;ea7tl-l$G+d5y!4H90=~h`~^d*#ABC2tBqFBM4m%J0`uvu*3avruJ zix|K6hcD%c^_ZF$Ow5#rVXD(C5Z2!))1x6D4oE6XiB;@%L{aa8o}h37_Z|gBEpXe- zbTuq#sVirp+SC?B&3aP6lq|@$DDva1749{~VHRPpaH9a$WekYh)=f-HHRgLKH#dpG zEyC;ougjs)HeL%GY?{lcNQTLc4zD-^kWsfHFz!I8_`y3Cx9cKKV68%iKb5)DTDG4% z@Iy2|Na!YuENm0qp6%XMKZ{%(iH(3itAe?$dcMzL21BBtDX?H%R(-PJ-1e4y%t(QIAY3SdN~8InvIA>t!LTk`CeBB`NwMuOe(pLm9~s?xrYPitW!6-66jvr~V* zDWi|o6&(L1G~P9*A^M>od4Af`{#9Tgqe!(foxZ&Yj(JX?LT%VW>|qHuCJ2S!xgIl_ zj0AWhwqjQ#UZ;OY0N4gV8Sr(SGURxO-u@?N4?GptbElxem(i)>yw#J0I;X*Ct|qo8 zs=<$Q&#}Q596rw%!@ATc0488l!D?&&hs!?IOHuGZJpcOrW7Rbs| z?V3(}y#x0A#1^~DIB@g0ZHihiHc(=#AB7uE?bQE9^!GUtGK;00^PnsPQm;l#w209` zkq6Bbm9s1~!;A?Dc~uYeASDxqiRK`SH=AL?wTktWVK>5+JFgTp1zp{M(QYVu+^)fd z$zR{l;uUGNhYy)&;}UR?g1jV_8+-)Aj2RY{vJJB*=i9XA452fIP#ko+%j~7}WgYFp zUn68BJBAJnXwN?-$)dNLTB0>SnPg5u+?JDc2NfH*GZh~L44P}u&Lh5sc9cxF?Y!R2 z^IY@e`@Ex_D-x1on-KBub|>lf{Z}(vNsoVaY9{pI5KLpB1u5?hOX!`X?AOL@=vJ8y zzX!`cQIH6wMw!n5_7c!r#Z3KrCYt*t&N zVI?Lz!#k}pTcXPX49#+Z<=inKdP&3%^qi?DEfskOF$356yYP8iux8ML_UkTW-wCuI<*_yXxzn)HvruS*kzoZ1O#VbozevdUh62ofu4Q>EVN*S7fU zLM>~OY1fqb`2^Ch!wOj097Kw`P2_$1q!dJeX*3l_IMBJ9lHBCC>sdBQsNwLQ{=?gXIL0>7T*P zj>%Qimm^)bNjKp6dbMns=(b{==?2Z?o^@}VIRpS7n{x%Q>*MC>OpD>;WgX?PT~31J z7LnATd7PTQO(kcjd#62drIJJ6oI9CRYlxKc_j8VX!wW8BmA!sD@%EQ zEz$xZV=a7zsda@Xf2 zt}r!OY0!*Zh!64?G#65sr!fz2RCu8gt+D?#k(#hqN7y=Q)tz(Wf#X%|4NrG%ETA3Q zY6MjNe#Zfg-@{MfI&VJsY6qEzeD8QIF@6Au0`C0k>U&-S*Mj zZmd(+^pRnajs#VY8Z5%04gZt?l?eKI6_WB&3dPL++ndt+2BH=XVdh&+U%U>af=BgX zS4$OFA+y7CViVLGSr(r%&m&vB6ncK$YjvHi^(DgZ#z>mqZwU%fqod$Go8_u1GC%FK zy{WX=n$hOP3K{J^V>v)<+(EE^pCA&+<-pLP$1PB24Kt2f)zD?8EKL|Z zMpM&(PhO(^ETUI&{+Q!BIeZJ>f#@{YQ-|t1r!H6(ZA+j(_dUE3sYH9zq|(jF{$H+# zgrH61?!@>C=sJD=|BRaFUaIHb<2rB(e^P_=;mUB|*aZNulKhE^e#tNQL@IvkJGFM^ zyS8{Q<8A`-baIL_eZ4V-vY0-g{s$&Y6nkX+Z_pZ}mY16w(7E)`uV)qX%(xom0qK*w zo}X(K!2d4jV5K4Po*JiTg=eYCurARcA(y@MUr~*yuL?8OWE|~RX*YUYM|Acvo%Snj z?A!-&?96WhpBKt;^>0LRroJg~*L@pBLkaL~NmM~|DpIIT+JwiNi(}N`Q@4+}8mwkG zNSJ++|DdkZV@L|(@ii8A^C>Hi;)|zYnn2*5GS-LWdr3JD3&Z&9VukKEf-)AT@~v+D z3XXEg4`6DDHk__u#$10Bg{Vp0rn`*rZpjxBIJ_B;?Z{aMIJ@7?q!b5@<8T-#q0?*Z z5;WC2%M%Hwyqh@mzTX6UErb>AR~XHO{gNvNxZ$NIaH#IoB@;pPPo13< zAziq=ggs@pI$Sq_7vy=JCJnB6QKJZ@r4Vh6dO~y^mJm#-tDJ{p@|lru(WMl2hwZBL z#gq$=m@d==nPGu^eS%o9jzKd^2_gH#nij2=mO41k>XF~2?)Dl-a_wE-Wq^^uSM}v< zjE@9R-MI!?seV*rHDu*U!kE_TwZw8nO{q;YX zqF5-_k7BdiUzSLd)a9WP29k`FPgcR*a?6U@T-YKsepm20jecqZlqL%7^tNcpS0`Pn zb7=s+DBkoT-P9aFF=}_7u6Oz$di|<7YNI1c_;0C(;+rItooEKQ{fiap#UqCb2#a-v z{zo+fzN~?AZ*ZDi=szt5zbuiEk?jB%zX?t`01B!ZUWK^_T)b%6V|GQx(%4IpmK515 z$+T|;1{d3CIebdz73sC>OHKcM2yqNrlJ!#t=ikv?A+*xnz6BkjMf-epq+kJ!aXmwwhX5OJ$%C3}w@OH3fX8&+Qz^m0W-q z`g+mP0NFj{C!Mohj2>6+v_&%&b6}w&v8UDjO#NhVRll z(uy5sz#@jQW~KYyssG`6v68sjOtO=As#2RaS%q}3ZxawUy;RRfUb=rLTZH&H7c7YT$E|CVOh5y2RKr4kYu_avN=srSP-1pKW3HX7RJ>D{5TmYc6Ik$>ujDTeeCc*veR| z|KL?}wky({aP@dg$}B4y&5ng%ZBhFJ{I3|IK>N{|sa%$C(t8(U>~ERJaGb$BV0ltl zmotgio~pnp4(&DDdvp~D7(9Mnzv~)K*EJbg&^3M8p)$H`2i=g6+!h6-1>;{iOH@n}Fs!wGkce_b4SlgTtY_ zK;Kh2BX-pw4Fw$71CKa&I#y*Ir}j_cJIlBZ8}-U%btYkjGhOO34vMdb$Lnt{;dN`G zq_u#&0!w1jyeOBC$w2CxI_K2rS5JhQ{ ze?NSt&itA!;<@(vlp0`-&3T3POKafgBU33(y6Mm1VG@T2$MlA63HJ$FS(*avenE#L8s?phox>_|sq6n|%S25=@e+wXh>tp~8XyVtp{UgDo`$5rwJr@H%> z2wi4Me@#sPv3r+^zrILWt%KdncbF^`WEyw2KoULaMYS zyhrGq)oU6bdq~USKRc}2RsLPkbmYs&S8R(mqr2mGB^!J#`-WW5eV0JIWw+1W3w-^L zgDjZD#rn9G|4jdnL2fDS*C{*ZSv?A#nKa0O`_cNHuEWQ70b2B8KYj8&p^2DLd-G4D zs!%nz#%*su73SB@rOiwAFweF{-m&+}gGgqaX`VsMK_%651V058R%$$-9pgvQv{KB; zn$j=fh>%-*hLI@C`O_LV@G_h|fW!Fj5d#&k)as~*ln|T9_K8(k>N5tJaLjxqWxO#Lg~nI$HJfsc>@E||Ua4Pi z>w~ALV13;n_dd%P{y}t8(UotXoocrAqg{tQP%#&KBmgPsBj%M|Y~jvKm&U)M`UURj z-)BC{pOWK+`x2H-1TjLJ5{}StLT}#YN!+yRIV@nwzx&R{n=bBH*^%k=HQ@_rfd@!-sG}znka*>1CFpwWA0Mi zR_TZmfs6VVGxoM2s)(6O%oL%jOf%rs-# zK?&(XM*a(_Ib-IY7Odv)r0(k);Dqy}=pp$9QAb%P26#yma|vHRlGvt&r(%vC_cu8_q8s}VMt&qRm)L4m2@r~PFfSxRYF~M)^TVVSf`_4 zNGa5EFpkScQqJH}a(BJkCOJIdk-;MN^bWQaO(t-^MD_kPTzd8pK6n#MW5lEcKCHT% z&Xy#T{W>`KKFO9pxSku@pgWttRjj77l_LGyikucreTFq z;55Hi*LB8U(Uy!RmdWUNJ9F`dOpuv@-~|J-;ll^V&%quNiz$8+R-@Y(vJp>jnHi*6 zv2+C;REN<^2mJ|<;-Q}-$k69@jM>{RY1h>>wt7LsW|9&gG4m7&4s+nwuF8}#Ai1-i z%@UksoOM4ZhQ6X*^OJ#)R7pow+l9o(^RvmxRW_;MVE(Yff=bICV(w~%Ihk()Ur2@SOVAiy?t@s_)| zA~1XCLCt@r^u{M@j`LRQQ}f4C?`XPi-{{*Wq|W$^I>kR=&5W<9fKb;T!|TGRW(I90 z&{X5nK=5He-pQ>RB0^P>zm(G@{zu~|;3DvKSRAs8u{D9q6u2GDaQ_Sy4_HaSIRhTrew37-a-`GDPa0xOC*n5I zVsdIg&5xXnBZe{{G4mgQu|orqAFMErnbPWfBx5o7*43o!ra2(FlNS+!zH1CM_AxoK zLIikCXrSf~2c$Z|8|Ue-=X1}ueS|^hldqq6`3AyJjlW?Kj0zmq>S9lk&6e1}%Cjne z>bK9!LTSWjb9g0+l_y*kcyh1H3K${d`q6$4c9hK1Z8S9wevYEETy)g)@wV74!FHh05$0=Zs8{G!&xzFz&}R6y~r){F7rwBY9Z~Ax(J;+Zrc~` z9+zBtX6J{UFbI0_D2dUTWaYK3$|3g8emwVXw}K68?ck&M6d^Ub zL@w<}1-_Zwp;Hn`qD}9?FhGkHT?eYghc;LkyVXP zRgrT(S|KhqxdrSQGIch?q>aI+b-rRcqBTRM*G)1Crtyp?os7}iU26mvmyP{6QxL7+7pxrLhYG=Evi>$H;{Tb4TU#v0YI1o>~P^XbbWTzD1Tzs z_ejdI`=1AQEYTB|9(H>T+ng``100}4hgG`xe~^6?#Xe%s7ztMslRJS-Aqt3#sWS9= zAsZKfHWMb*hnM(8nn*2>tA}?_>L;qarEa3|kjXdD7cK(Xvlw(D1C=vuX2PjXc7nDR#kjPVDq~-QMeC}DFlNa%CxNWG z2Y9Lx;%p3pISuSKHCU8%%OE-j7~nM#yeM-o^416g8mv4v&c9}IA9r^FsMDa(D49cU z2E^$##bR(+>n3o%j#%^S^<84!S&tBKko%PNRf*pX7%!$}Jky>7O`K4wCl(!1yUDR~ z=t3MxXHxR)6+u(*B|~suo#pWTjyP;b_t}q*V`?Q{MZE0rso^-ozjOWg(ZFT3q50I> z=LLN)*R#$amFUq&F)+7Amo+1|#w{I1w_>wASxO>4y`)H?V_UU7x6eCVKYKo`l&-j2 zBteTw>-}fG$0IyjjR&e$9VzI+C-v{$?iAQXfmV%7MM9c;{cBN)^!V_OHhl80cYYme5dZ`2|OAo5hzrkEP z_2xRyXjN`L?&`!sh=MUFdN9S_$6jR_XXg&~mTRr%4DDSeKt05buB5p2fsq;B$HJ_i zEi7?fO9_4N_DQbWKL}|8oWrM8qkmQOl~P<4+dqViY#~${aVL=$Vj1!Zj(9OSlF|U4 zHojgXFgB_WNy+HP=EXj3ocmUI|X*nEw4YRgODJ+KnYuUJ9rM8Hh55i4D5d)uky+#o3$V9gNpdRnk65k0W%4UhAXP7a7OiHS-$7JbK;f|LO7_E_k#d=awW@o zwJG(6*Z>y#N?5YpVc9oGRg|h@yCJLo9M?lw-ytF9W+X#x9Zdo2 ze+npF%!>%XX9>yG05E0Ed^4av`^c7Eb#dyv8-ZxrJN7y~ECbc2tmPCXi5mz5taOfP zCS=I*30>E)j6v)n<+^i@!yjNV7XgI%L5jrnI*WxJuhy&jBSAy0F7?Bw_X3);i)VLJ z$AYCQd47X6nwL9*hH3dO;OqGPf0ny9lnk#WqK+(s#m$~s(X}3! z>AM;&B*^ZaoC2yvZ{JmmC-HWl)y!v=GfKs`=o~4}(4;=AXTGd>srMF$cczR|1)Z<* z?8wRzs`tc5rzs8?y^epRDA&A_LjB6_Q*IaiiiQ{xD}U;Bu)cR;jy}aCZ`!$3oY}Bra+vlT9cGFm z97Gf&763^T2Tvw9P3jR^@4V%hIWQWyJPX{hec0ro+KTpm@fT}3JkClb@GN0uPI!dl zO06Nk0#nX2Kj)X!SIa`V$Nmaq_)%L2a2#Z#0&2`74=!L5a+}{#F}%6@A;?r+5L;tj zItsdzamcbiJwh^8aU?H0jr6j{b=gksGJMZ51OY6V#Pb%x? zf&%HlJA~ZI0%tS+Rym`|-);#o$%KsT)G`0{FaT^N5Q(RSQi(jFh5dXv$zL5NZB8zT zHj@pv?dcj)ry|=T6^818oOj@2eOAeb-1I2#0M^3p860vz`+)I+aY-j(Jj?F27kfI=I;(@N4n2Tc)M`D!I-yRmfl$RuTc;w-%2}C7~sG@5A zDb=a;8=v|CtVQ1{zTz7Cz~JUu0aJB9ubhV)LV6dX$|k5(Rj`Kip<~l~f4UC)sntO# zi~!|!>zsgkdYl8f<6lgxu?op6+-478Jr!}w$zW*z;F7t2?k%oUB9P0PV7(d~68HX_CVG@iUA?ZIP5;R#@;LZ1KY$i->X$gg z)&IQkVWc(gw~}FwXW#HZ&ZvE?xNDIOJ%c5~FyBoPQ&XyiF~K#tzGT&S1AlTFvXye; zk^R^`EO+rcd^grwJREG=Ty!`%@X|NuiB{TV{{4ZXpQwSS)mQrx{Z@nIFDhKxWjw}D z%E~jGo-M=<4CFggj0qxj8Qt|~HRtQY!O2*iP^RaxU$`Hf1wyLl#p^%Pt=2Jq1<-;Q zOBg_z3xGHeO{nMUk2nyoIi{@Q9LAyoHN^`bw(XRTLBJ4*PVCU_=s;kmgFZh!`=(zz z=JrNVMPkS9JF`@ywdJ(mtZZq_zR7<;#18tK2BCDje?Ki#!9S=hB#Oc14C(8DZ{lRQ`L}h)c;{?`hp4_2TaA)b(dwd!=U~;=_f1_*G%-i- zq5-FW&Vkgoj~bdePUDR99?T8gTTF&Oc)F%iyr}_f#{f1J=7oFN)J;T;MP*M!LTwS_ zQAEdwWHnzvjLZE2c(rV;qn37ev$NGVL+ z_6P8RuK&LzO^y^FQ<)W}U>#F;KE6#I_R?k1qKuVNivA=YudTRKniw6q7F?yt{bK9! z@@k}~1sOi8Iv$Q=A;?!C_h#>dS!Ls?ixA;PuV_=+|5=jWvzU}zEKL&sE2U~z2|K+U zkv>jm_mAsk3*JGQR9N}LldQ)l*F)?XjAH(+VyM*ygDCvKOVz zR?1j-%pF?P4hwS{iOiNP)<>GHT4o4<8NPs1Yrj~XxvWS0G4EB5)8#@l@@7x)rYL3T z%ou(ptH?`A-JhO1XU@u!I><3Hz(H075E89q_3>i(7yOkHfA`>sCvMiN*BeJvSo|<7 zRhTe@Uf`VUq{w9O*1M2CzX;P+11noe$aA>VPVb0Ej5!nUew!d>i&@cHCnsa}U91A% zN;*Q>MJ_vlIhwGA51|}4KG8JX7&PS@P&I2c$O+A;&KObZoG4m_etlPB(~}@#SxV8= zPuZ#1<7c)QO`uaJMi({cJ+FEpDt4WKW{zH)Uic0X4;;@w>tD+ylAahu$Fy#fL1}?(NH}=}de5Q5p0$nf6 zBX=!czpPjs1pF$SBBU2D+diBaQoP$yJqi+iB4(0494pk6H;+V_cxs z-r*<}?4S1RKP`L2mexG@Z za1~N9;(%mX5SR#rAW*s;p$K31GG1Ge*B$p?6UXp(e&X-nSI@c7wB%W|e#LI=XYlD#X3XqTL%GdB98Bhncta<$zefckB%CO~&H6Y3S3uM`d-@Nl15O#`LY|~f^k%-vp?|k5_$3Z6F55oEXkR z(NOc4!Hze@E#6u#G>0ux#2eQRQ{Z{}99;Kw(mQuzK1)b;WRDjElCY=kbXmJ3?Q zx^?#mgY7krv+|4%8e`d&%;$K6%VOD}UFo+_;l5^+^FkVnHZSy}$YR1}rs+12-#Cql z8Y6--skhBu-W(-e zXo{gU3Z{=)1zH!LbtIUP|0T%^rB(PcuA(0{!Ri|T`?{mGkRBa`X@JymcKf!+;k8uQS+Q=>-NZ>w%E`PJV3 zSXG|ia@JlTY$vpnv)Y?-WTI@VMp1K&V#`o;2t-A z`OQK~_UXn|-m)||tRbhQK}s{bcK*&l>s@?aZ7n9@;x#B^|FaS(%Ek}FEI+IZp|)c5 zw==cwIdreP&-CSwb;k+M6!eex7g|jBdhSl(N;c9t$ZmY1dDjwh&Jl9nHZO6 zeXqYVI6z9|UP@Cg=qJkD<(skdQkks%S+s0Y8kDH&XdGRh=Bc~4y!Y+`PL;Yf!s^Av zYmj_JczhEpPze>8qb}_yjo$25qUohzxxdJ0PjbSy(cWMDr@t=8wBJ<(*)lMQS~BoJ z(`MVX!iU(~oQ3}VK1x^|%Dp9dCyjoRp7C{O?&ZGLM}zXuU#Yyq20+U)h`FnE>$@p@ zU8!o_-TRo3Y>2+*Cfg2vFSMEJ;z;hzF3_8npCxPAtm3@)TrmZ;Yzd6}fweY1{N;%l zY8nWWgfAI}pNT|J5S{W@W1Xi#Djp7rK}JwGBSW~JGuaZ;ftFWPZ?8Jm>#-K1-ww*>iYu$U`D=s>FAi4@UDR9?jn@x`P*^zuY^({Was6$ zrsGnfy8Wn}%J-$8qMOF7Dhj&nwnju13@6&G#k9b$ zu;p7ndbZZ>7(MXG_bqc>ZCPxKF)OkiLslCh^91eG91nbtKYGm#uQl5MujX?$W;3oi z5SNHiEb`Wx4VV;UDM#7VucI2&%f2)h`w1}Qj=1H6c*?VdS4#bQ>URAFZDE~n=BkJS z_=|qUh{Ui|qWP#oE7}M$zZj9n7k0y(h_VeKnIH zzkXw`xx8d2vzmX|Ui&U@&*Ij;dUiaYy$8~kA(qrY$$NSMAqS?+(l`=_isB>Qbu#BnU3a~rCm+B9NnBYx&2}rtY<`krs8_h0j^^3JL*i@ z5IL%Pn}z3th%bk}+2PlGV(^f==b1~|E!#q#*!q`|r)xt@VYNa9bN8J<%E{EH>eE{* zx?t7#SGVE0gGyEjNs_1xO`<|Y{liE@ORqqCQSVdzgcyYsbHG~4S{b@^#Q=WubL+h> zqW|Z=E6U8syvVN`4y$AMCwz2ybg11`=Qg6A?A)QNYe3;VIPN!qr*W4PPcU9U`})`r z;Uw2{Rp-$c7;Hfq?>p?hA)!Hw-+b3HNJuN)C*1Y4+2V&)%6+|@-l=gUQD;3IG8@@n zO@S6ciOKk4j|_S3*iYu(^YHLUJh;W$_ulW)Zx)Xop9SI*sqP+Bc`B~W3z|4OuQk@s zBlzE34w!sh(0-mgd&c}Phw$a`=H(9tCMGvO{~b+DaH0HMT6lOkZ0~#in{<7*SZ_tA zDPNaWK}0cY(W61y8wcuNOp|l7R2%Ze37*Z-3aDB+n(P#P;omEVi`3qfYd{>Nd&-uM z!QQh&jdl@z`fYY!Jzp@*#@*na4)Ih7uvaZV8&7>}@-cj)eM|>;UX8P5#rP``V@ z3Z?AHDA)-QBuv5QnZqR%V42S51WyvlhgKm8n5JUM9C(F{vOTyedA5csC>pSQR&uDz zKe`*WMWAeVwL+k5lB7$g$*@x~s1GTzobyM_3Oc#wsI3+3_k*_?b{Q$7NIEESHL(C! zG8o^PY#(4chWJK~_@x(KWt`SNlSVXH2aqoj zcr`*$-b_T0&wwj03@eaCglO2*0BiCbgJReU!a?;|mYC}2gR2}G;{v%;yRzRN{d<2* ze#cHeh+SyX*9|3OMDZ9AVN)&c5`A>bN9-jc;9N@B{Q9%bn5%XH`!7WiDqLY&jA*2c z)q*hq45UBw&?`1B{VE720JKNJpavhC?mjtB@&-M*thQz$Jdp}f9eo7~;Cdffp| zW}>C>*hG5=ha;kl1^?D7JI=k~{cf=={eUW>f(_*Ul#M&(->SmnFyJvmF64R8dffH6 zPy?F}TBj+&t?s-v073^v)~`$W-42U0#WtM*8an0djf?-EKg7hu2d4R#X{CS9K9)D8 z)yaN5Fqf1hdBP9HD9^k(uJ!% z<`?@tZd2O@f;h}ZP&+aT?SKf3og_zDVz#Q7gos|ub#xKg6nR)abF&+c3_qzn(Uj7}z0Z%kG5S+>UCn>WhtGwGHcQmK zD;zWAC4Ez9aS)MY26tT>Hhm^0(zkw!y&(=Ioou%vJM@ugt5&=Mr`(pOtiD#@oZZP~ z;Ct#2(9)phMe}ra_RScZU{i1*UZEOKz4MB+LcpAxQ7X{g-bc7Z`;o?ix80B0z*Ev} z=mvWfeg0!?D|f6(udHQ__>k@VEC_cqG3TBe5uQrX+W~5u#8qW(SM*;2i<2iIzS+Q; zw2N_2HErifQJ8g8?4mA$=sOr9{4HbaXg)Bx>P^}D#d=jrjX&_cvc9H8hE z3||WODd4!!l8Bzfubu`=66UQBA9#i^iE<_O&i#`%nVUG7i zmW>UzCGK;+sruYy`Tcij+e;u+PwmlcxidQY-J7nbwX@rrr$5~q zWd91qR2(3tXZp zs$;3gayXeIK^EYh=u)chjf_TZ+L<=z?hwDd6>HCv6SK=u6t%CQF_>Rp4Vw8UwOIs0 zS%bu4HVp@qo9K0+N)?d?TtQgG1CO%Zl{(QiKV>cE*P=FsRBdT~gSWWHR-$F3 zRg^gNUglpvspCvrXz1y&^**hAP}b4qU9thusM!+-gX!a*pQ`ox244 z3N|qnB>zF`kx5Nhd`$5qZr`ECdo!{)?l^6*<4Wn7DW?`_g1|bSTOC!(wjfEj^34Kv z9a4W-)S~O^0rzAe8BkQ=do{{|li=xA9O9S2jDKPs!|fTS88K?2di@i%4=Hv@o40w4 zN+56KCjP2Kjj)eo@Vs0w*WK!=Ld$_^B}ofJs15OFI?hy;7uIBMDhrxZCnP<)MzWb? zE_1${Av3IH{n^CDkhO5HEGxiPQh7QWVgWWgKn9V-m+%hOD=i-B^i=2HMq`nbXDVU; z)uJ&@{>eJu;y>=3MEl)LrARcE|HK?2_V5$)+fL9BkY0Ob>GBK6C;rm?;`PSs-?E!Hz4urKTgO%2**{a0 zyY?kF0665f6VERO*?Ex8mJMYRCrlF~e(Q(RgMp5I9qirw<>g}hU*L}>N?u0eWmNty zblAp2z|IN7#lKko%W#f>t>K`tK)6e&*j*cJc;j)grS)#z-}mm<#ssie3IBUno&UGF zyt|*)Iu4{cwgIc;L8x%`(|Es_qpAN%)A+>1#X?O`Qw<)HPcNED4-j#?BzqO>_(Jvd z1wolOf|oQNR;*L8cJ^_NKs%-G)3RC>Slv#5R^MdU5xV@l2!dQc6iFF%T-CtxK`8y6 zK^JElN_bP+#ZU=egxB-`a0AZ%*5%6eI{z+7OQBpYbQ98iz5I8kCsR8JD{EhMot49r zqgyL$Q7LPQQt_zWxQ*Aabse?9M4@M!3*x2fQ<+9wxUB|;>-sig29dN^V(vNK%v z0z$&o`X#f0^#H}|P3L(2TWN4qsnoGup#HFb9-G3)wiRQ3b&V2qZ7Vhxov18E*py)bgm zXa6c*tH85OQlYlQDmk!@ZMKEEC_1`ltvC9&vxEEvx((wZcg^reQ88;;!CGnb^$;0v zKIWN5-OrAa65I~z9%8T%P-pXiXR*rs+v(?9ffH>ySlAoA)K9j7Dq?0Ms>hor35*e_ zpgMN1z|2XF$Vm!zE?x)Y*@r^&1%V2?>Toj&bH#9bMX*+v&>)Gt z2nuu$Ba|NsywqxAj+)=3Qaibo|CUi`-ylIciNd6svPp+f`3iD%w_d5u83wI3xOvj> zcW%?SVhEtXjK%)@_%Y#2!1SFPD`Oz%Td;J$dQM5;?IrN662Eu?Hqy-N{pqhW8^FZ_ zL~Jw!K6$0kngj7$cL?~Cz$k|U248jK=Cmj){-_RQZN05--9|M5a;YzYGCEl`=rZ-c zKg@d(_dXPQ=qdDk zLG{X20Jw`E0JOv8|FRZ(Mn%=NQ5tFC1wm4zyQNFIyJ6@?si7Mw>F)0CmQLwTfuXy*`7Yo8nZ>Zy zJ@@QqKRcF8fsx+fW=_KqFecR)_99dQqx?AVR{8%ZZ~i5jt~w`pLH0ri9;5-YG7>7G zg>=5F44o6RU<}95nvu(95BcMVU&=rQKPPXO!-W1Lk917YjWpaGBe_%z*BdW8_oEta zb$PDhX8v$323G=$#Ok#+ruSB49`qA#7HL$@am9AVf4j3hx|a5`V$5w)>?>pmUkQmAlxQH@^?VPg4=T`d`!;(vNQ2XLJ! zTYM3;+xhCMe5y1IDy8*{LQ{YrxDfg93HiBkD^I^2&-cXVUZ8cWwqv1X|HIa2x3$pF zKJkV`{M@D3fy~%(WifMEdANh@+&c0vWpwd@4{--6Hlo(rqM>c2lkM~~!=h5=DZNL? zY)5>>XAC80{(gVZBL48FE3uyj4n)*6|K(MdSk|pLpjSiv!SrF5(D-d*sMJ#%PauwV znU08O1_;A3{)85@lWd*UV<- zU6UGlre(EDTZhHZx*9CK>-t2F!QpOhEn@|I+F(MNEKlG2klY4SO$QZ}z$KglP+`Cz8_ErO*I{c@~QZAVP6!_cuT8PPF2mM^Q zK)A0g`CBjB zX?*8xFDJHpC$>IMu-+%rGE81VUI$UFuN$)LG1DL%74F%vX3IUrn~OciOYx8hj@J!0 z8?wS;iTkVHqF)#)wiKKvPZ%4OF!>d#%GL-o6BNAw)gbNAw&R4Pt5@pKLTnxs=20Ym zDJ>4tzy!)~ufqdz9N&g}NK4&BGU#$zVBvo4KgDD8)BZ+DJD>_Ab4gdHXEdF~jB zYnX?rR$Fg}xes$vPg81P-H%W_|A{17-|yGMp@4Xk#Od|tpTe4EEQQs}KKxl?go|gU8~8pGC)xy*m_U*Qq^57~8V-z=1sdxwGFR=}fxGYR57~1O1!&4CE=tPtRjh zKR1$(l7fYnOjfkA6*a)cHe)I4{?Ux84@0W$-iZ3V^prJ`Duf(529C^ z7)8lSgH<}bj!N1NHklmEnxi0{M^TFEEU)}xF0w2x;*ph~*gFX7>}vauEQTkQA%^Ff z0{ze5an9C~!ItR5WU0*e40g+tdZ5h-t8zpfrmf(+@_r1Wlbz6%6PXa>7-3YK3yYu8 zHdCiIA;hB=OkpKwPWfAk^9%sXOdibv{D|J5+@sL}<;3y~qs>GLYQ(94L{8*_?_&=@ zNS~j>GV@&V#xik$I-VT7Qo0gWUU{E@8-o~-qO9}J%J1-zeL-r+O3BY;wnsB`S>Nzg z3TX{A#V-M=%1PfYbN*)HIwRn%lEWtA;uWNQ{#OFt6GQa#41u(4lLodu`B$Qrs;5^t zvPaD{L}}ZHLygYi$D1P(=7JrGmx>3=@n2)8{LYc4(j=(Vs}0t;UsA`eCIm@78ayR7 zwFS;72ogc=xDWE<7Tes|n%3OuNZ#%TpGFraCqJ5Jx=|+SIv{;<@8FwwTE9inzlUM+ zSQ^3m{CQ(Y!J8H8{m?!{lgt38S&kU^n&Slj-8shFIfjXrc!m0wKMJD(&=yQCHH|n} zp&s@=+;u*db-FJKo|*F#NN`^IWIg$~4ZoeyRAV!G4HvZSq}aMi+R8>oEI&%g9&8>h z{%iuS&qKBXAhRna<#SMQ@Y9_e5F=OZ^X8p-Q*LhGkE6lN$2WSpGosbvKmh@oTtjk0 zG&&#WfXmLPqMv*4{XKBmJjjn;!6E!4f8BLaOQpb@=`aBG&%0JT09YLD?^C~1CW{?j zyl?kWZ+`=EL4SLCU^3)`fj=lO@L=-())B(HLR_{JOmw@)`>4WN}KxIsYt5lgB7&kqSRr`bo3NPQ(|qelDzj;hC@fbgl6q z#xFXt7i$!aovbd+11bnd8}}8|zx55sX{?i~t(V56=}GZtozF*$pf#NF0F5OsbR=cG zJ9`V z2;yk(~JvT}aKeih7w z=I;&>cz$^5eDf$QDstOp%Nn9c((Pf(dXW7I#CXnE=}&Mh==Lr*So_cl-f21*v9#|1 zEX53LVLjoW(vGuyOLxM15B7||7>#-di*D4}_0-6xtw)SP>a|r~C)N*(g97tDKnoeL zOl`7X?}7##*bjpAI*sA(?c>&Kv00xWtTCM#aET!G;Hxu%wa3^87cmPw>5O?7LIm zFB$`Mfi#G(w-G)gk5h=Z?a$3yTIpGE(zsb!4-anRd{?sX49#8VZRTCuo_EvR%AUZW z2jmI#ewHr+sQ7YxUcP?RP49>N!|gZ^^nC^av8@ehy~TN5_2AUrgJ}{s&+(QHB-_^u5J>6c+H+3ZJ@t?W%*{{5H1hYkHDO!mH zI@G!|9+Do^^1RBz;M*)3t63#<6k>Pf!|VbVZ~0?#AZo%+{IA+rRepqN8u$xesOg^y zFwCqWrzx4#G9|=n$VvIdRx5i}>1wsDP3^egDbus39`{6wjRo7Ys!OJp=beBB2qSl4 z*j>%v0GN1+#yN2{BSTY+-grH67N~zDxqD!g7)hcFCA4FQ@0!h*IU#h5M4g1&STjW>` zK4{0HPwL@ZLO?IFYmYTm%KX&hFDWzZ8>pjM$9RkAuy@1DZK&98u!kN*akx9GO^DA+ z_njBzhbQdn&WlIlt|O7S)y77FeEJ=P6FoHWpqcdvI)EMdm^_)M64xiJmdnc7jVk1+ReojOeK6y2+%rR6A)ajifwy3% zoa3(S-$|9$i}SQ*(cD%?ry^c@Lun&xn|Uwh6+7up`mE z+@z9Uzwtwf#A2OsI`1t5)jlY&{5U-9~hXFIfbVA1r@O1CMnKIZ}o^VgYvAw;!91SxQsc^=5+aDS*#iY_h&~W$?b}Ameb#mb z^sb@^-gjd(ulu7ApWjY+tX&abUeJ%bm}m7BK7PvXqLw*e54^fRJ&t>9TBL5Kenz`fh z$oE?J2n%t-jqyIX8NhB3zZy*YG^M!;YBz|b#QLDCVW46_@aXfx9_ z*q^iQ!xOAy(#hRTNSkKiIIUFy<>E$jLfUp z{n(y9+hYVvhEQxK{terRl`cYT48}Ag;D8{IBh(0AQS-$Dg#$^o9T)Cx%xhl@3jeUREEIrktuFPpr5Yh&u`Q*yad4;ITra=W)UQ zW#r15LP7LN=(X+Y+XY0xhsab6Qz3L0Y~V8Gv-*z?dn%u-Dr`isiWc7m?zxF0%Z&W& zocHdTrh;#GVSaTOk+UP}YU@q@bI-cEm}ehQ3InF4x51=KJtFFL`Mwme@dx{g05wC! z%UR$`B>mw9lBdQ_ZS_%}piK&~gmQJU{~s0I(P0MZ5Q`8!3}@Ny)7@1C@e(G zW#d-(#GR$Zf9Uug(4xzs8z4%9a}B=?I>8*P{+(P6ZKK2rIc$f%GB+!(?1oP?YVLv% z`S}}lv1%mE`EV6nOk@?*IYoDS2qi#|#UU#qRIP?ZE#qR1BGsM5>xSmQD2s6A?Uz@Z z^io{RC$oa-SK7k;gr>C2Bss~snDX)H&&~OtAGRQYS;hZ(xxP=6H)NKt&l7LyF)=X$ zAH1IaLB{|7{oC6LL8O~%J+2)|PD^`_%Q&q%LPSK2g6$DxEPy93*-?1AR(Q&S0QFZG zc%=7syBogK#%Z?Rgw((lMfV=V2{rWr1fCKLkBX|Z-x7ZXD4dw9ao#8(A#Mrdz8#2| zGXg$&_s1JxpWbB_b>pp_EL4%k^Obrs0D_KJkq7Qr_3~)W%_{e~vgDMM9BO1UbMvKU zd$Jq%j6K1(hqi|?TgnN?OFo}I)I|kj;**8982@R+k$9dxAPQ9I&57%ze&+s4@Xayv z4LI)GS#Chl@atXY#1?QQw<@#7CESLnI4=&18r?1rI7TOzl4l@Ylbx#p5G(tQKwO7` z&*tYj7+xVqRh^kSKU)G_+K=?;^*f$1i6(kefD<}qO+Nwcho+@hQNZ+msle2h(Ue320RJEMQC+;;Yp z+bWt?W~fF(+610Iqa^g}%BC0NH?f=4d^_|7IZ@?m&9KAIgxRsOqw=t7s_M~E3(OU$ zGqMy_4QVRqqS$`I36cAXVYT?Vb^az&@NwF*U*VxQZ2Y8hSF&LXVkbQ5+ld+ zZ6jn|jNqp~+POlOJHo0OeChe*?}1SX)SrPVW9aJO9Oh!b@NyzdqU(c5ZeU#A2&W{d z1v6UZpsP)az*lu%DC5W)kP|#X z!n-sKLy-Y?lRW0mNKL;pog8d@59|AE6QJSPf^rW-qW%(uTOjW$U`h$^M3a41!Y&BD z>6`4cKrXS6CTKzgred%LS6T51l2kCZrr1ul(d+CJduqCYG|4=nbtE1kAzviggXKic z0mI-p3g{eW?S6n0ka!HPuYb|dbHZ8BbsURo%VI`F!Zp5HH#}M-wjhoy1Oz5GQ82(r z`3FN%*mqV2bcqEe@VtR>mAcSY*g5P4*iu*Z!)zC;p^Z^}o|=4Q>Xx?Osa;%v~vm5P4VXBLNTbiuilT((Wk|xI?D^B>fD^bV{V@5@{dms~LQxy07W6;*d!SV(A- zmyVUtcZ!EXmO*kZD;wctT4@_{a3;SZZRA2b1<3_JU2lH@~t>6k3Ug(5A{v6!K8$JEpV~rG|5F9YZ{3Bw_vy@=h@(eG#RU=P8AXE!} zwIK1ny0E>ni#*jrISw6#Sx(_(lPLV}LjJv>aExnnUpA{;8)R}-Q*!)BHDo4QV+YMY zL0{~$H7}g-f;2)tryV(HA|soRH6-Jr;B#5LbGeMm2q>vli{S4vBymy~ zgVKK1*{wc_*FR;eyXW_AVKC>NX}fnK{UUHO!yEy5io+Pk!nKOFuSELvrR44gbHN}& z8Uz=(qAb3p4OZ~Rk#AJ~IX(R43$Rfc?-z|r+ZNIPG4XNT#4doHd+>fWG-iQepEduR z>c`a|RRPp3`dnsLxL(9G)coJ9j{K6RhlZrykJPnbR$AH-!HSU3Euz3Vw7_Ld)cJef zmFGGv$@=FBR|EyOVUtV#IWgSY$T~DWpd6my2`ttV;I;JNO$0-_PauWzo3^X-EdCA!p5Lig@X(o<) zm%P-8De@5S6X%#>j_=aBUENu$%kqa`%VUaCK~wkyPt9vq{6t8naFb_it0{#N{K`FyBWfpgH=8e+1d%MIxQgtg!&NF0QXl0-K1<~*vcqnq=N1dI zpWxvgRSOc3rrNVF_%Ha|Y3Hc)k6Ics<;`GbPXc<`#hA#1YjmOrPGqL)j zym#fI*NLm5m~fh$Eb@z5d<;c;A}5Qpss9=g5g_NCTDd+qb9Qd*%yk)O;pB8#*^8=A z*%=(`m9l-%n&^ct7-TINJVb#8*q~kS^65>_%eXAhuB;pV*AbtM^1AWO5(O`-tQxQ4 zK}VQqfonH*;e#64630kD7jxl<;pr=$H`V#-7apMCJ{{*e9VdG9&~ev()?7uDw&!t- zXG|Quq#^w>I~poj;WnB%rZZytqg?tx3B#Oq+A!>PN<>enMqa)G5xW0kItgZW(!M(=(3|tR!3*|A-jL(*E<;uEB7Kb76hMK6%v+O_I-_Avc4eIMfO}Sg+Fo`U3r6oL@Wt0+bsWK9= z$Z+uemryfwSd!pVvn{7u${+H`Xg2(NW%^y~HKpA5vf6M7gv?cq9fBc^s#NYjGz)t3 zncW(ag@{8`;D&3WU^k0iWV+ySINUDG?a`eF?EtPU^mF0^%I&6`_?%RzO6@K ztw!DF%vvFe;rr7*9{>s?fUYK2dZ1AqMX2E!$fZ_k$>J z!&3B{^qn+S^jp)m5-3A2;0&pWp=8@0*Q)*uqbVJf`2JG7_Vgd>VN}-AlGb}XG0;S` z)L^~vBJd{VmeP5AC7Cj93~kl)ubt#e`$1vaVx9Sf{pkEAoN!kiKm_V9HasvLJ+miI z%NO+?>A$%P+>|H~AxdUAw%s;VdBI6Mjc`Y46<$C2JPF9ZE|%eS$fQplC<<|DM5DTa zC188Be$&EG(-DKp$g4aSyFQKQ_qZoc*g4M1{J!~}zYt5mx0n3Qx z@@LpVx58mIA`7?2ml0;Z7P}B^Z^fb8L>FGlg7s9dDYD=pLEwEdzoq*y#d(G;WW{jb z;kzW3Z6!0ADf(TEe^>G-Gp01@>pDYfc{DoLDR`-BN zUq`{NTR~S60)ZQ8gho35Psx=9gwy-V8%_*2?Wt|0-BRbT$28D9j>TBCh(sbD|GmEa z=Q99b<;`iiovd$r{;w8Y9-)B1+xypmesoCDu%X1f;>uywCX>~|^>yO1KznOe%LM^jpAo13x2C(t`NALFQ%(HgZs{*0jEbaI1q z%Pc;&-8l>qCD|LaeQ#s?QpG!DQIXgV{vhF0W%z0$qgC_%BqizSHjqPUpM*qZ-C(}X ztk4-MD5!6CrQt-MhWE}(=kg2Oz*4Xk;ZLjl!S?tn`;|eNM{RL(N{dnW(OU-90$9M= zOd2YSx#)t6Dpl_p0(s2+PD!Us=3G95(NXrOiXWo03zE4x%?-j7YAK5(VWu}?!PvS6 zNElBhh)2zF$f^Zj7Kt!NX_u*X_7h1nv75Y1d#1F1YVxff!3_Ll-{$ClE};-x#XLi0 z`FwwsYT_pEm8P)QhMqBmY)Xy^8jSQh?r3^#8Hc>ALS7cDfT_SQsq=Y9FfZ?+KMgQj z0Gi%Ml8Mn#yS)q-2Y^N3|8n&FZkc$WlmRt~VD1(lOVk=)YBu<6t)1_#Wn$+E@+MH_ zxkLA~KmrtI192mQW+%%Hg9nBR;iJZnHXSb*5D8F1_&{#1mgZKRhPzruCi|NzIwf|^ z!1gCSF8>FAPv*YIAl6R|C20I5q#U6()L#iIHoyNm*iKIQRO#ZNtQC1^mOB>SlXvvQ z+@<~%I#8+V)UoEpaw>Y3jkrX5Wr9?U#(s$jA3dD3d1Iee&~4bPh3Es`3HO=3Jd{>k%r=jk{hyk~jgZ+O|$ zSQ!bL`i67@Jh*k?3pid@9!~H_C?f|=6!#qt zxw$Ou23|!JAsy|aaT+*7*@ku=K|^0M6Yh&(aZ&7I+hh%icx6m)^i>TFiLi0(*IXnx z+^R^e%-)#wrN=jW=^%rPHi(_@o!;|zi>j-G72QHcigm%4MxIPQ>}Y?2S2zS>q2KHWxqM2U6&;(LWT4Z*5j%tnI6LloIc&XxS!Y0vi~yTA?k; z`KJy^_)l8OJ=G-P5SOJV?}>6%;-+DrWsiYHnn{NvU>-ER-sm87;Jh@=PT8IO%Hn80ppqtu392?M6|&-3KCQx zb%|%O8&$&OR|oT~A7$$B5CY#+rdeX{?hMfsFbX*7H~Z^NJV4#Ou01WCS5=W$Sr7bd zz{1=C#J_c-^`RF5d2FY7j#Oy!3}GqSvqQ+dv}QDc5C?i2-yH}|ivC{ALUvsbpm0dY z*+6Z3nIE~2YtY{gi+Uq~LI+E@_Uly{wJOKl7NKhQqB}{4#rT9K>zo<0{ti6MgydK} z!AX#(v8Ah2Bad@mLQ05LO<<$5R{B>7u;?v*K3Bw5s|%CXNTL+&8Njb6E( za+6;{r&toqMJ*;^jI543d)2~v3wcK|4?VwAi{F~k>>wG;QQksEYNdihPT~|xk=Czd zYyV|CQV$RX{yJ5j3Mhq{Hsz*WNG=>854D?*j^x_x4SlF%eU{2{EtX+9@Jr;IwxN(c zC4kwP)axCdiL9<-Mg84vjbFVE0Z|Zux1HPwAAGmUXKwADepp|mVfm@eO7}=bwWu&O zs^?PjtyqY=+KPU&8FE?poC&5c4?e{ThG3mof3uk?C~Wyu8*|z0*qv8Xn3a;^)>Yb} zzw6dd2LeQVuq5|ToDfe(h~Jxw&z*~|T{nE&sZ-UH8_^oDCP1go$jmewOXY|+eek8f z0upG)g3t)=XNv@Gs>zzIm1^(6K{j&!TZ!~|BLkXR`QK~LMp zLUBHZ!*iH9+kv{DT`am1d8+tuCATh?_40fVOY4kjH@LC2NAwoTh+9=`!i9Wyh|Ngg z5|uU*F5pq1@*mFNvr*E^=CU_SaQ)yoAwew($S2G9#dc+Crm*$(P8zqpy9E_|24@9F z4-1oy+fW=vZw1P3MXJO{`FBLvI+zL5+$Ewgz7Z5@r4OdcD-SNNj~^(KXH3=Y0-Lsz z$hr)PlRNk2C${~x!yj_FVRt+dX@f&>CJ%5VJ!-S4QwiZaikXv`X)Sp=LyP5+!174bPzRCtmc5u`+NouL6+yzzJkTI!R(|IR zY753TG^Wd(^$SFNCFJ zzb4_+@S^hSo+1A^kH9Jph3P8R`0pvCg8ZL1LcUjor?&_Xm;TH0Q7v*tr(dg8&oBqQ zJbq#P?#|-akJH8u%t=Q=GGkwg&ilhd#j{>_bwv;&QtdYzs($Nc^jA6iA3|q=fvw~> zi<%e;p6w~3U^|3z3^DrMieYFGCCr1Km({x{n+-Nj&V{JH2ek|$Ugs4itiwSLnwQ$~ z8e3W7@kj5Q!@0qh5?pg&zn5=04B!vbZ$Fl=Ln1Hwp0D4@6py=8QzIjPV5iQHiiUPU z1*DnX{gEr0F?4Xaq!M?`NFF?Y6i9EPe-O|;k9rF{%W_210X=~z$CD(BO=ivQB!t(_ z_rpK8%6yM^)KrK=`%sK*#`c^jmXPS#>>ts0oQG`Ra^xJkFbo%B2_INqhZOJ|Z0|el z0It)JC~aU46VID2$3WF14BhIWS5l(pQQ1>eqAsg#izZZthy>yEk#_qXd?pDK=0nrUax}fa}7fk&pix zOn6l(S(2918SMTm&i}})tJ$V5{|(Q#NbFZ?e6BDMBzsCZ1&)-WcN;S{kx3hl@we%c z&>9Rq!uGi))v{iB@;Ebpw3+fstik$HmeVqAZdh^3683RIb6QxgavkTaBd9iBo&1Qd z^oiXR?&=8bWG9S4mKi+p)fXGh^s^Sy-dO|M15t3&2dGetFcraMmwS}Za#AQ(fz5sT zB*hok(!1ThVcO4d_x%#=pnu&Rcp22WNQP{-?Wd~q^Je$GG946Ow1jKh^4q6l8AmQ! zk*f*-M&EcHWN~7B4zYca;|ZMTLJx*Gk7gvqVI>fwSXY{u$(nNELsA<-PE~rtv)|8tkxceV}ZEIf5 zST>eOJym{Pt7y_>n&7>UzK))rp3ucD`}l7L zuL~>Ew?_zXW~~$=%aC2^(VV-pL`>}LS>ezXD2GUozF)}UfeoKn*k|K-B5(8K< z^A*LEzvs(|%L0QXB%U};g*3dNbMM{p;frM>c4^PLaneC}3J z>Im5S2L(pzZu6}lU>tltfH&R#pq<#}&Mws1I4CJ^1}(Nat;;YbC#2v=^JU&v#PmC{ z3P{D|S0XER<9zQQGZwV|XW+c>u~fBLJn|~LMO%q~`@NM zD!!sP*4%azwwTxoAV7;877#grMHc^gEhWxSN;YcxnVV;1drb4Q4p8@AJTBDC8?QZw zL)0omG#^}RC6)LIaNy-iiC_xzk!l;5b`y+BO3+iP>7F0Ce9vKi`kLE2$mHrBfAzYH zVQXk$u--fZsDB%uGJr%EM7No=wLU;(sOEgK+z*f&B-N*vNp65Go)&Zws&SrB0RUCxkUi^qRpOuy9=y%4FOd03^?Kl-W4Gv zH^zXw?v+oq5Db_Q{y#E?(p4G&9~tyI;iz&$^SL$m85oGT!zdPH5p)O8h-$(lsPce* z4i!?;d_TSi-P1bfB4YkKhgB&TCCmW^Y~`X5w~&8RRM#rJwU(*lN!{m$??c*KudHgw zvZ`y8)B|N}B&?cvPO(>)#DB;~_N9(%HzTnDi*&Axxc}Bc!XqWm zfxu94$GSb+WP3QKDTVLT8LaPEV5O-^j#y4+Rdu00Wjw5!s~uUU|Hy0YW|8^U-$9L}gI zSKf!HdUEo1aKM#OWGPT_69hZ?kug5}W%4rk?4b(k__3l)iwo(Nzt;c@+G{3F3?X_B z`=lWCH2FL4eLGcV1PxAu7mVk$@VQRpMg@f_RIebrs7ff{Y2!O7met-Q!_tpO(`>6W z-ZqO^z-%}D5%pE`{f6^!@%UCw$}Eb6Tk!zI~5^Ttrx^osA(1PQoFVq0iVs zjuYZBu}36pi~LH|_&mtTnS(6GTt)l^OImP!r#vZr==u5CK8dsaK<qr29yO6lqz5ZG96Yhda$kT z07QO>Hx~E#KqG*NjrmW_@G%W3mxV2%FfRHLU96!9EAdwNcbv#`NeRu4oaUre8WttI zz#o0CV{H>$JPLPd(W+}Ba3|2J*-dL0@Y^^Aq9o=@O5{+Ack-Yx z#wTy6j<5Hpi2}x{0ynb0Tj~$A=M*S&$=)+@bjT~;|68y^`71l!@gTKRo9NO(h4t%o zuTUSg`kqT~UnVTUmU%`lv{XSrw>#@F+v8DrZstf^KMy5LilN^?mMZ~^=-{Kg6TF4? zhfm1Q>cXHo?3f-myI~26LGaUAXVl@cTQ2uV*SLR;j?9!WC3+{?oX98hZMRFTW}V`?ROTvARq zFgF?E4w`I|1M8D~;_a5J!<)f~ha!o(nqu1wksN88h zGgp6Kl&MOc(JcdVG?&q%hB3uVtAaC7m_=wZOwl2@xZdX6s5Y5}b>FBmYhhlMBT|sL zTxVEwrGW4XsM&|B=H`4vSDTf9H?IRa}vV4SJ^+!ln*I&+K6v=6X6C&rxM z-x%($i1{#^EyEWXvZbk5CEV*0P`P;kfW`wEp*}Ht{x0}uAFX#fP*z?Y} zySH7hGY=9#80#4Iw5mm1H^r*um1Ew_%$RJdf{rGvhCe$Pe2Gk^)5IMb| z8oBNIJFljUJX1COf$?`(>x+Gs$!0BMhW(6nyz>2zu-ZryQRCXo$~xZ-UhIo_3#JN0 z$264T54lnjK-r41baakop#N174aim*b zg5eXhbMgd}%B{Z1f%A7Z^(ByJbzh_6wBbMoDuB z4b8K71Z!Yp8*^90Io2Y$>V;rP-V2QU*G4isl!y)N6%X`83~=H)6E^v@a`FfPK%}Rn z7<9SfayMU)K$9d{@*qc%fkQFX!q%)j!>21@4)YiWE#ol4Jo>QMW#}aVE|b(RM-*vt zFIHCSBu)HK$uFONN06$CAqyO;9*1C+pu@&>fW07#2x#35rQ^C=aa^i4gauTh=^m#o zUc1+Q&sM;Dvwr4agV?F-`c=?9Qqc1+NXwQz@v+z)e1hC*w$1S%@f2xh<{zm zdRemX{}6UX(0M`Nx@J7j`-;LAwPdb{8~OFqf1=hYTp@8v{gbPaH~L;Qyjd59ueb17 z>l1=cUxS(~4xd!C>BuP&;a3f(#EkldPs0bm3BKhZ$Cz=3A&UUW=tU~c^|f1JM&2cs zTH>NrxVDX(G^-8&_lZXPh|oSJzv?pWoMk=iZl$r3!?_6eb~SgU57t&Ad0(!QeZ5TC zfqlvL0h2q8J|F^V-Y%&60w4zd0kwRnN@_*oMRlF)!VaeO#sy|E4snW<_w|AhCEwH$$~>0PF*IUha0ikNEJIl z^HvhZe@++TQfEIZX!ShAE<>Z0nwaGo9?!$b``hZB;~Kz)@Su5o-W4QzRJjbwYgO=; z$N;{DcoHHg;0jIR-Xm!L;KW46V~n21Ku8FrndCV13;uYd>R9FfeRr^jN&le^qHSD5 z+$=5S=qCJvXy19rK}1JGtDO$~CyFyzg;P9Yu6@0ak-26=@~6tjQPnYVA0HzntbcT$ z%Mma6va2VID91ZsM__3SuuH3|=I(mZB63tXQ83mAAbQDu<*16#!C_0oaa7^B_Ltyd zYQN(N2JDR|IOw=qht{d1X9U^BA!`lA-!bWC4T8{&FNH^DxkF``I%3|gcBm8uza~__ z0}z22hx}i6`VhhC2m6L3s$C89Nce)fy1Hs7IzYQ&_wNUG8mD75h>C!S{}gZvEcI@0 zlLw;{8Ch8Dn|uAG+Eq$77C!LOx&q>R-t|w87yY;-E-&vkzf1r?WJO!@Nna(y7p!8+ zeJd_LsZ*t-z=O!(bo*00b7n<6>G#i%KnCl)-+V6fU0!KgKS%~~MDW9RdkTLfkfjtV zFMb3Ap@A+g1%v!`@ioEY%DKJmE+gX`FqQ$|^Sxu~N^^?EVx4&CI5Kw>)pQ@`r6t>) zYUOQb-NzKP@uv7B0{wiazvE}?X3D6jz-^0FSxSw{GRoPT{=UoTC!8sBJCp&*pO5iw zf1Igr>R=N6YC!P^TX25_P8Sld_IH9|q{A6|;)7ykfALRB9u;G|j^^vJK6>Y3KZnTL z-3=#4)l4CfK`o(9SWQhgLaGHVnJrwve?Qv#2J0Pd_Jxc8S}S87O;B<{qBUUfd3g!l zbR!-?BSAi16ujPhFUPLkPu$#YI3g}0lh{{rAkw1+q9)?Px;0EW8U*LiEyx40F{g;f zXTZoAYcIo|V|g5_NtF>s2eIV_)3grVI@r56C0T%>GfZo-Y%Aca3O?X$t0nV_{U>L6 z_=FNGY#A+05LDOkBsdvpd`m9_{;R0!&ZEfSTOOV-U(Z`weCGe~WmCqP?XA%c9XG=f z1ITtDd>u#LR324xL(9Bc)wpU?u{D0}flIPfwNh-!?NFKF5$vbT^yO2)Q_irmSyv3i zYU07C=l@YGaWoq~d<)fSxvz@mTy0_yHuy{_1MZT@Vo|U*{pDFrE?^?*@0+W%K7ltJ zn%5|^)x-~&bx;!*=98sFjGK(j>O_hzpSOFtFBsjD47?=2Io0Sz4Krrtnkgwsy{;OL zM)%r&uU`L)kj;B)R|kz!guP!mpfk0xY^xhmrfJ4Voilk~7j%0VJM1mOrMYo+sq}yfmng5u@D>sc~N97cPfgh_B z)|4v(2->CG-^^*59SbS+6O~jMKr((oCX%sGD?>jnTTPDzw_R4reI1%xe9xnUZ(?|6 zB7-6R09WG?Z&8^(l(QWk>QA+12RmjK_wLHvxQO!Md-p@i15au!@T9H*VH|)6 z{c01p6K~zy6!G2H+4+#x>1Jg5Mm+&YLJ@upJ|l?msVHYqTUK6Ilg4*6=PM!Ks&d`@ zs@l{W`Du7GvL@kC&jC9SH5fsJ|!-MysON9#biwpKW^c(2K>! zr{?GEwf}R&*ZWB}5 z@(nLKTr6J%A&wiNsfZdyEWh}4&gMBJIm?;vhHNyQwA{c;pXMP)h@FBm?Y^2)Gg^0g zNrf*|Q}cTq@>Mb0;NK>gT2f0T7_E^ebs3NusG!qGLfE=R0;JLx*E7Bh)l*nqCWhLb zZlO3LskyM+jTLumRI=+n;pb=fNp_7*Zj4K-3Aa6qTl0Hi%f?^#*NYyXjq__LO3d>c ze+teTV>4{E@74uhtwSgq!-*=KKIsYFWPgQBuaEPONQo1gR^)r!eQ7j8G80qBB)UAH zPskz|#cPYSFxi65WapNn`_zcecD@>N9<27kfe8XGl}0F1>qr0=x@kuZ{o)FuC&(8s-L)D;N}7+fqz-e-o`56Y@WT7o5c!Yn4jHA{WBWaS5*#Eae_?(W45vtV3Wbobmb<)W;SHj9E4}aP zhWB6@zxR6FH!YIQ-w!nMP5(}Oo&m#Q9y{P@G+}g>i=@ zxD(uhOK=G8?(XjH5`tTBg6rTCf&_Qh!QEYgyPcP>{&O)^Tv9bXd-v{M>sf&OnYQEB zrsMXHK&wFn@WN7t2Y-l94XcvvXt@nb0jePo1qNj zekW*fycp5%`YPbcF{HwI*HZplJ-+}V)%Z~f9=`C@9UNeMYcFUah!5J>Ah z)VW(=QNiR2SozI3Izt7HUE?25Xf|jdE@RHSBmrOL| zkWQ1kiM{Pu*6UL7r$~*|DyzM*3i(AQYs~$FjbAY(+&c0bBsLo{gFU=w{@tWKj4SKE ztm0fyTNuQ7%n>eXcFmdMea(KGDC}`2>1wTM)|c4ymEbA@4p%O!c@E4Gw#nEdfe(H;4|(&)n(gKlQ|8EtfXyvHVpwC-AgwY?&IQ zl~7XduiygKCbjf7#=Mi_YqI@iR65uIq|E|ko+W&P%t^{PRx>?H$qk@yb+l651F(0y#h??{t*ceL(WR2e2D`D?@VVaeV*c!)x|k8oOl_C2Z1&S3`5T|51%UYziBnTU0$583KGDLvFy_NCHCVZn{JQnm73WLr@Y{;&!sXxQwQS??J zqnMbG9{Z`IkrewWg1MNm;_{|S8=L7pb{s3zF|R6Zb;M0qR!bnUOiiB2&J(eIK8j!ES(6Wi{otGz3$RS=j1CX zhjw%Bn>2~45V29GO<`PFjsZ#=exXb2j;BIuB~N{lH0?^3dVCAt6BEG+5k3~dzF*nd z{kT25sRsTlH-OrV82E!5@PT@FYBph99lX0by!DLwE2wSe@_d{_8z?tSUu=8=8mB_L z&$z7N36Ec2b|Fr@$Kko2VMO%7ng;P`mZ6Px;h@5{(h~f9s|XIdBghBOtkzG4ej-|* z=Ks#q<_;k7R01{-tpl+i*HE{ohFHA1I1C{5S|oVLT&qyzmjblszF7|?gpx0P_l5bA zLN;2%VgT_?CprqM+ksGTml`1dJWkd2CKsiZCH<3-y(zByo1c_9-2_?z?dNJFBbZSt zLD(pXMO2EFe35WdF_PN;$Tr;#mn|xktnMsBK-y<0CglC0u6bb~M~0;`+A^Pfv1l5R z=Db-Qzkq!wMjzG2D54lS#hQQ^ zJ|;ag-H9ES4|NzQjuX4|O@^!Z-G7u$ru^dOe@HL8Wm)w{R*;3-27s0nl-#0lqavQ& zHKQ|L zKKr0?QSTzqT~APDGHPRt2EU*i?EK>oKnbDy$WXVQaO2HGVF*5sM5Glkb?om-kL8-Z zn^*KPQJmBz*SqYKj725PGK+Mrps2nH{Db~ELxTuRQAnPEnh`C$ZLhGf4>@EI^MSq< z<~c=IqaOf@nJaiu6vTqh@U)MSRZDwkbAqKXRVTjr9E+T7EtE%XFVD$6GXZl8#3Ut5XNIwm4rZ zF2gO@XI~Ox4*A3^Mte|j^A7<+MOqc5gJrAxH>I2N41q((zC4n+mAd@evpaQ8U z{ezfi5Opro@vn?$++94|6%(y#VThu+1RLv0+>#?VNY4;cLWGW*0sC9lj{S4-dPA%gxUr$!k)?9JrW@Jz>gzZqXEt0YO z4nqoV+;K~fs@w44DsdagGmh4tfc4DMbmU$3u$V_YS+!1 zQ|KT$KDWQ3;&_z!EJdVoZm*RHpa^#N5PCXc{5`Atn0a;{kwF}1?|m=9*FEOKPHnRw zs-m|@(Pk0oD*4-e7n4mSd3zj|8W;S27y~HA_f6H*8Ep<8!FC;ieP^cOfd8R|u`!el z!-W6spQrhl=xE2s!{Rr>xFZdRcTrfwI+$qwKsT)-_wamKT2tA;h_#e+)aK)tZ~;fd z402x8?T$=Wfirz~3?}c_n`fJ+(gVVz8|Km)vDpY^%|G>@sNANgW|E&UDzp3G@Uw>K zmTYzpD5%rxc4CC+xRSqrrXUGtUWKYSP;jH>Eo;#oMNmVUm4b!YYcnq)6Vz5IQ|;iv zGy#N;+=WrU75GtUwK4o(ZUvbA{*y%Z`zW?$DsRxV;NQ$$CL;(#_8NB|v6L3|%t1jG z&l!=6;8`NJ$Dx|#QW(qxlc_F1R2*`UnRS2BR*;%(J#!RD>piYa<*y};INNCv|8-m`2J>_^SR+Ddvw;l(ko=#-802nmiyj+ z89mII+y9#1H(;JK%0}REes+c9G%`x}YPcJ7GTPr%`X~EqtnL2D7}Dz0zK}p~@rUdQ zmHvip+K~-VVA-Qjf-cYQZEeu?UjmqJTu9*sFoJfr*D3}yLVc5W{Se(mhF zB#PNRbAN?X5O`6UsT<_THqhCaB8uCV6zC*Scwx;Ea2CjE+5ggh-g|fX?S*38bJ(4V z$F04_gKf;cH)GE!hc5&j<0T{EA zVPEiq*nX`e5_MZex8nsh?g%F*4$` z;Dj)(zn9W1kA;nxd=_oadI>{K9d+EvQ)TGcH>52r?Dyfz{2ldPFW=OmdrNe5bdBjy z!mHamfFi=}w7OH%W)U!)R(p-v#J0RHfEqEb{^0Fqwsg2`;Mm$X?P9;vr{Aqf?dSL3 zao#>;hUVJQ3XAa+f}30ue2Bax0aCdO0pHP+jMl_nYzPPF>~H&V+!}Hx##?#s2U=>c z6WbI4xUi5ej%wznDL~Uhm{-2`6Z9Q3y8h1vYKbhSRYHexa&9p<913-Z*!Xa&3bKzU`ueYc~-G2Sezog~C$r{Of~A zg305}vXc0SA1=9}yHiXDuEl1BrA!t^qFOcFEF~@7KT3E}$TD(tSR6QK+qo^M56P*1 z{VAOTH-t}|mlS;vidGTGsEdKj!{amnL{KCTtIJlJl^9HP;a#6!R8wg+)P01&&nk!+h5da}_zREWutGPPH5J;|9}9Z7oSurFN_8)TJ=ER=tWa zKAfh5mhoXJC}GZ71n<`LlS^!q$~TM1`*0IOk8d6`itDMhH9W?9C@eClwqdzezxX6n zxC;-yVEj?U1I*l5S|aSAIrw6t8~#b{A_Qz;nXnbg+D-Hc8b{u7^%qGoh}?VxP2p*C zca+%rqpWwDYAkIv57;x-+%rr#vTP8_x*U5jfJ@Y`vEWLV#kO!6|L?5cis+9kqGU6M z`!$He8WEg?zA|L+Si>C8GpraMuPS0$l4J>(0d_2z*k9&SotOSg)qbP~&ggV@MClsA zPgEYbhHsp?ozky1crwDm+zBd+*i(AehFHRHOUm-Q0wix*hy#HO|K z!$G7r;Th|dhg+*Ec_rNLt^X9B_QNa!p6UfJS1ufI+V=A@t>s5ee2EVn`hv4Q0KjKL zF2`J8-}-u(qg*{ta{6C)?De<$ElU5IEQQIyUsvPB;qBJpopkxaj&{}ioaQxZEuHMr zCU`F085R#matw|`p@Z(*h!w80lopt|2X--c<&p#2H84 z_|vlOjbHi>Os|!M@NYDO@_!1w(Ih>MBS(Z^^2cM;@s#{}C=jZn>AIuoC*arm-lgs< z`&FWdk`wb|#ijC*zDyKg0O?Km%6D0o*VG`4XZal@wvQGd0Ayhd(G!1LMwi?5)WdCg zxR=Zws9u$8W-UfB+|Y;AJgmv*E&Ii-=NfnMgZZdAu=MK7*o``Vrn-oFYDvlC8dRcI zvkayg%9VwgYYIZ=CC>(*m`g~QO60GYPi6=s9eS+JExl^A$odo4f6^k#Tp$aZ13jlc zjR!GeB2y2!$$xVd#rPL3slGG1&Nc3^e$(>oL%s7|;f;2?9=ra6vsn>yHalKsx|%}o zl0RyGDtfI@>I|2HppFamv?YGiI9N~Vd+@k(n9d@l z=Fc|~GlVX}A1=&)l?j1Y@C>a#+}L!+Pn!IhC`UB?hj>Vqt+m=O1YUkX}B zY024?YGbIYMoNh?ehEarl-yjPYhB^rMtQzGC3WKUl~Q>KJBm(D5;~<8lc@`3_CEuo zhy~LTUWI?mMpCvR4wE(Xy`X-+MvmUh8%)p^XF3ypCIYZFfG6{jn|QYR-@8@#R7iZ% z8L*mHltq~De9+tt@10J{Lnlw9hQl=LI@7d%A{6oHnY>K^>#*-XZ+Jj1TrS-upjm2< z0CPsL{!t>Dm#LfFjbr2u=4uhCR!=bshvgsvDUgXZO%z!sfk$AwQ*fEEu|X(rGwef-rDb*kZh5Y6>gK6*TAAZ~WTiRDj!T!f$hj6`)1 z&p(XjHq-Kqv0Ne2F@d#$to93K=nTIVD<2=pGTqeyFCyA5VJSC{sC&up<31Kh(N zL-($+HC9q(=Z_u%*{JjF(E~5%tOD(~1SgL-A8tnlA}!~(8b$2^A=J_cme`jn=fv)V zv2?6;#~m!E)B%icO->CT!e-{rnb^77%h-XT!=z5lIG;>|FZ-!uuSdrpG&wGR&rB)0$Uw!8kfm@hL%{7%qbvc~4k^YnF?kmz&aSFgk z-GNT=9aIk80x?;Cl%u=OPJ5U}?$)CHL}LP3a*E2Wk34e+KiTy6;0j;V2O2mu{ldC( z=0*RcIHEnnGJMkBj@=xT0X0v?*oqx*X6-ZCdJMvi{O1v z4f0cMDLcLKld(Kqh(>L7h<}`I(#7MZCqdc#p4C)8Hgc>}qCKu>r=?WOlcK{b7{4_x zqN`1SSH->M07g^Y4l7;%Plu3V6c7nCS0Z$~A|OA0o4T!b(TW{$(M>_z(6fykb_T>S z>UUxh<)UP~5W|~ggBWl&3tj0o75t8Rb0Utlp$e(0j^f)46o0cBzX~M$M1=!{v$b^b zx^o)ufhq$f-JizyxQZmdpx zu3)D>)x+YqGefYPUp2Xd={`&3?W;dAvO4g zK5DHBLWuQ*dca+o z`JBoHN?|4LOH!yaQ(x$cp;Q*Zy&S8+U|c@^T4R>xqE`+zodGW<87`$C$^iER-E0r=9rrawY28V*RFa}k@?XD^1rdvsqae%xQc9v*S~Bu6 z`JPW}zNs6Xe4vawg1q5Kt_wBV3+ZuO+k)@N!TP4k4yVLltmSx(8HbUz&h9i7z3pU^ z%mm4##eft-3T11jYw(+F6ur-z;J>4coGI!Yf7Pg^7D0{3Y|M2GxVaScl69T40`J+v z@w{cdYh8?4xhH(h)g!~bmJ)RwX=)I|$CrvZKf6kK>FyykP@<6u$(!RJYOBHU4|PR# zpINyKFcb>8iX64$qhW!#o>dl-j&0`by_B~H>V;4V7lxO;;vMn{dwY(lM=Wg{LTN&!RZi0QhPlFPg6;Smr_zXYy|c@61J8*4Z>BU;VDP5J*ZJ3 z?aKaG4PEc2ZQm$JmaPh-0tdM0J%T^e0b@f>wPd6$nxkMMTRrU*Y)-Dr(4rQBB0qVJ z^jc}joEc2+E&&MvOC^G(5@p;Y+fFc%#^@@qES?Zw-f!Z%In61`qBKkoG39SZ-;P%p zxeyxr3T32+RI;XAQ?$DA#Qe$?^wm_|p9Zp!u0^~F2fW1#8O;O%i9c#9wOcADTOrS~SFMLzLn0_1!Pm@7(fbl))#oeH+iXS|s< zK9$mv3gQM=3HDRUDLTwAnwROuC-CV^euo#WHj50cn~m+AdBw?o@Et0(>8G&|U+iHL zf2WbD0w4rd&igCc2K?{TOUgJAx6E8zal=TmynT3b0^0G_PsC-e{I|a&D}O+#Z)b<9 z(3aAkf}pVL1)9b0_;76pm;63eq?_muo2cJMedc(aO98ZdZ}n`BMac)WCf>hQ__tM4 zwwoh#4Yak6nOTC5(@b;IFZjs9raged%H=$?ugNN7l*2Nm~RWliRtTD~orV zBKdT`$Yu(zb{Pzw7xO~g|3Q2e7I)LYsMgymN^z{Bz)KlOkEWx8H}Z_yUTJKP>_}gM z>9ng3U>b8vX-bsK8A9Igq=?Nsr4&=klPNh(6nL;zH1Zpw;GlIKfTf@$k96z@FPN0d zN+OBqYa}TtkWKz}O`+2!kY18OUCcE*`kwHhV(1?X`Xh@@h7GCfk}QEo2V(r9$yJ#f zj#b}=mdKN!1paM~s>#hY;Sjq9tQ4KZHP@kABp$9mOjxMdrG$`kT&m%X2k(WVca%z| z?5BxtGFjs5pn?iY&k|OqSbvPO8U?!{fukiqUP4CQ5OLNOVqigLxXJixven3e4}bLf z_=1Pv(Du1y4V~CX{R#F+QWY^nZ>2{@@nX#gs8~GaEUObf`d1?#dPc;20oUcbS%(gF zI#_2q^-7pxKqheLl*`!L)spt%g$Y*g+#J7<*j6%x@V8B5LKIQ&ZAQDqzH|O<0U}i3 z`t#WO4g-K?oOmdaADysnzf7(^2Z+nfZw~;I2J`#pdv0QIM9=^;jh^N)h5{nQ4R4BR z@A0n$(~xu&>&voy9;E~nDH#P;3MKKFHrQDa*uz{cABP4Cq3OJX zo*YlErl!eYc{-V@C>!jmQcnJnk}CU!YtWS`?5du2UWKQrjQ6*P?EVLQon+6PTKp|K zQhhctYB7g;2dCtZ$yf&!LPh*8N=wsr{YKS6R==H9Ws(xrODGaSp!|<}Gu+^`qwG9M z+EQ}8nV%_?T>!!q{-js|<5S}ZYZ6O769bZM^^;ae5X1yC=0?i`qt_9q0cjPUAc~P$Mq|yPJT=@ zr)gbrxfoBMBTOYWuUaA>p2&GrH_b>!%)Pnwo1!|M{A&D1Gg3VF8T%MV39@{|m~ku> zK}}&i?(bTq*bMSV`C+WjUcoJf#Ir1Q^21I`N{h$wXu|H=Vfp&fuqSih;2Jy+Xmbp; zHFY7UA^~tQN7AP+lBh?&U7&yz$S^h_n1yM%!R|P~|BDb1eerw+m{otjT{t}VJ2(PT zy0>Svz25767G!CsHnrAJ)4`u;KuVu4IGIQ5cPMf#mEFlFcz@QZ^4Y@YeV*iPslZF;+=Xxu2>mTU`$WJO26jkWBH!z$Qd*8;~brMQ+0pSq~$+)_7*37lCWYO zt2!Tz4VRr9k*XW%n4snGAd&pfm<%Q!t6QVX)nDP?PPykdCTwaU#q@FJ*wQiF+0wBm zo9=x~l}q6&iBBNs%JO+Zz_0H}RO&@2XuS7Z4w|%%iV4mFL{l}Qgk8shR94U}tK4M6 z%$=6G0;j3lL98^NS`7sF8?^SNTNb?a=N?zAF^=;h^2_EVQhp4Kdp5XYp|8#YygtOd z*^i&LK2xV34Sh0}&<}Cc-mb?woi$rOFa`Mm1zI~W@C5V+`#`Fzh2K{o)s@etvTdy0 z%DiqQ!EDi4*0zR$>1Pcr+49FxY*NC+9XWprA(Wxy$0JrCe7sQK|9j938-D@EcbWSS4NKq|!`|UMgd_`_*V|Of@~DBcqF;q@YsI_pp}G zO!>(Gf7VC~;r%xydXZTg()+Dl6Lxc#eBxd1bVxNs*wFe3Z{= zB0l>nO;>n*Ux2`A_GxWcX8R}n>mo1ha%6tN&>n}G%%@u!*ImSZY#dtMLZ{zUxV*0F zDjw*zY!u6jWSUHlQa`E)yDmQ_&MWek(i0(zScX!9hjHh_Ctpx<`b%CF11-@Nf^Yi{ z8F`c{_;Xma5kF>Doqs(N{>E5-^G81N-sFSR$lYrHDv2k_?1;fQYN2OL#Wn19PPbF#-Me z-=?|dI#@~u5TGi`0ybRUBT;KdF!S0WO^ZGf5!|E~MX$JVi7_qJ5i3$JGYi(N&ef$b&ywEVklxOPa-}r_`%r`jkJUa3GYyZt_zy>n1M=u`_c5n}xrHLZ4 zKcAe?$2`00fVdKYRiT;A=!jDp#RG4Tn7#&MkAYb8D3naknFd*h*p=|UW+!d!P36qA zMgdu+;Rx@GvsaqZ_u`Y)Pw7H5%wkQJe@k!v62>S6r~T$inDnAvf)Nb#Hz6<~$;^?g}U{ zHOU@_Lwiiz>(SF7H8*HYCYDxOZvJ(;o*x0h%~`MZc3$O_R=a1ox#Ey|zqCT=Zoql8 zzE1+uJ1rt&1oyBBKI!VO;wDw&;Qe4e#bL;2T8NB-ic83YSVqr>}62QR!z7mi`X zsMGpOZ<9ju7 zd;D9uK7OYRt$1$7;G7w9?w9k3DKUTj3LjX13)S!H!ua~!^zAUqV{PbIA4usVM!a zsl(TA&@;;XMq6&hr58F%V{#owX;gZ8+A%E8s~5X4P@xUn{$Ub4ZjTuS3{eHT&;ym0R zt;PQ+l*RDzb<2Zl(blCeq+A8)tP8T)(Q70yr9ZdNl}JI)z^RmNS)yYU6@#ewBVv#Q zUzn?#Pu&Gx+wT-xAK|!DV$|Bz?`wIOP!XV+Yy0oK{Ig5dq+{i1RWT#j0+f^Ku!=Bl z)o4|f5Sbg%%ov6i!I**RN)e2Op=$f}%*`?;zLpdT%3h>BRv z9T5+Oi)Z`xGwV-|t`S@|H|BUKuLWFH%P9CT#NNM}X?Mp6JvB3MvXu%v(KvBG@3>Yt>|Z7?oGy z>ZSS-1|r6UbQgs^4p!7pY(@p;jz=;3;EF-@#8FPBkxdxKFt)IwqQ2yI|K6yRO`-v) z`aVKjFKuefE=jfphoJ_q{6D0e*qxg7g%iX-z^8hUo3cULG2t2<=7mlpEQ}u$0kiJk z-XJwo8Pt>U?|V`)A9h$Q1+kUJw9B*xJX;27o|Q*ON3bc+I|N8h-cA;E*B!=F+0@jW zfM`vq^Miu8OBcaA7o3N1phmgR0^XjA4Fa~m`fpQ-yz*rTex=F!^=lK=!LtW;A7EqY zy#w5`#BE!585}ladH;EiU%inP*bMGN569-)TY5iHtWVJ&>S~~sH5i{>{`~hzV&%${ z0WV2k#=%E1e6LP^M+(o>IO$S*D{#t8VcW5Hgyc~k!vA088E_#~Ez=(m{z)7Cw3BUX zBN>qMVa0^)$J|QL-%eS*8!|*=cSK&2O#Efz1e$K(X$;y#8{}0pBy)=vQtb5 zbm96kEu$07MzCsbTKLppCrcs45keNG^Fy7ei^NPb`^} z?rZn(yyWTNId5TpZ5>j(pNCB74h{LHK+oqGw^oy_>nM+U569{jJIp!K_4WVcql|rg ztb(m2LT{OQ^p)PuOR}8J9SGfHgUj&#o@eg(i=6OVtz}7r#)2xVZ?cLi8`+1FmK0Ap zFi%zZnZuNqG%<+^4Sq4oE;haPJj!=B^2LHC@k&V!D`r&{6_vl{og&+1Zsx=qbsucz zUM(|bQr$6U8<6z$@3m`&lI(#(j1zq2Qd5gJ!vj*mEnjf-aqY(`S=XLuW$Y_=0V36d zm_Yv6!`6e#8wbEiuHKCSZg<#yB5vm&(C}!o9RNSb$j|SEdm^BUHuAfFhaf*{SdXAP zUiD|4$!?IPk$g`O*3We7vQSId;FZJ)8rurXETP9EiLF=nAZ8Ut%%4BUWRPQ>FZ)Su z_>n)%R`^--!V5fO>#vu1o-mx5?!qFG&~*FD)n+C#s@28rr%lPo?T%A1qKnsCX)ZVg+b6e90>*3&S-B%{0iT#xCxX~NWNPbpW2Fp_0 ziM_&JXW!(~GwXOhQ03I8#0lR1thfx=^~0?8i(lzbWB9GKHnK##v!8`yh!1nmHxS3h zolIHA0Aw~NWKIuFcop;^U`g4Pm3{sG#8EZ-k>AR&(DZZiJv}ctjcy-Y-*YYV-Ng^Q zUL_+eG&@7XB&4dHN%gBvKl2je0{{8Xhk%J|kC&6vv!Z=vd;h&+FMw{KqyMlNFfcwx z=OA#;a?ZTMU|z(7Wq3@6;H(+&jX_(6;Za^CoNCdgw@L8lef}+rM6La9aP0SH0NbCw zM?1td%i$Wwx-;k{U(DQ3@3@W&FE1}Qn0xq4wqxJO%ijhJk)BOb zrRMmDB74M<%=p>D=;3^zw%jB*i%WSfK`VSVh|ZAd;7*KaqGJtFRff{+==q`)_KdGd zdJn%GzXTm9t+OtfYjUYh`^`9Rh)g|SkF7s*t5>5r#+$d&Q|2JkSdf30jV9U56`v=@ zkyp<)y@vRnVddQ67`)CLK7nWn=CAv?DOqAg$3> zo1nt80v+RWxgt5?Rm+g=D?dfjzbw{b?cAp}WJTv7mBKNU&`kgwve$R?ENpgnz4Y2b z`vrEkWGBZs0$y0v+~*VyEw3I!XoK+IkJ4EhRQ~v*F7R^?<$u#rxGDs>;NnL`I>IcD zr<;Ned9a4SxGK^dmcM76ZwUw=IPjDdoP*@@Byl+0rrBH!WVh?6^w|}yo1eT7(7W@B zpA1F46m#}()ysZ_kJCf;8rx;1W3(oY|<`KcAMGyRERAlL6>*6*>}UdO!rC;G1rXG&F8 zoJSaN9xOTc71FC|-tX!M6Z~o5Xyn^}nBaI%MLW3ho}PYB9v)y+aV_+sHZVjFB~kv0 z8QeB?f?4S^TxDEC{W&MqJof^7%rI_;T-;C4${k%@Za&*}NQr}DoBhb=l3RrRa;CH& zRC9Ax^A_;N{AM(ObKiCL){*Hi)@f)V6wr}p9o|rPf}~lAkFV$Ly35i;iJMeAj>f+0 z3%!g$yH7cwqQzu$EKYXpNqOwAHj}0@0UBy|bK(Vv*Zht$U z>LHI#ilWCgLG1BFS6L{qbgI`wkfQTCbxr2xCQ*7yYOsA>b3!3a10u()yHnmcchY(Z zA|%Js{8)-605j6c21-Z?No@|p9T#%fj6n)oJI&029o+P(D>rv#uDf34dp!%tz-hvP z==)OQ^_S+`Bs+4Or$1q+>IGyB?NSLdD3MRFe)pn;paL-H$6 z+jz+7g&Eg7!g;gMZ-laBm9WKqet4mYNA5WpC0yxY-3rM!s0F&#So98i9|IKdnBt`z z*QLz;JHW(lutDv=MGabiGrI>$6u8Ilua7&fJYL5^+2=O438JzItM(q#8`peUKxO&? zu$)0Xk5vx6v2~{bqSiwI7BzmAW3$Btnm&|Os8m0W)9de#^tI2g=cTqkbUd)i{^dF! zHp#DzQO%oPOr(Y}WhSwmS>Q7B39WBdj{~c68e1izfqgl@B%@oN@;GHvUQVD~lZ(QR zT}Qyg6TIIMMUutaohW$Dc$A_lZH|l%BB@sYt7t+VLQBXQ|Isf?c%5%>#FdW0ZX{L1*Bb9g2$djtq>29VAVUlSg z`gpFTmhZMY*`>~5omo%|#lfhk7Gv`RL!2u;AF&$KTu~Bab2?enQ$#9mC&wf?{| z^)04~Pff-(a(qxaV7n*iGM9ehByq}rhokit`VB&j*Z+A_aN~o)b)xUT=A8Uu^jFIp zX%-ri#@W`HN-G`hVF6zE%ZRK@UyeAf4Cz|BSLW=(s&;Du zs?3*ZZup?$6E3tmjr)Zg5@Xlqn0D)MTFi?`^H%|pyVvjw`LDBn-bHDCD^uJk!``k% zgH=P6ytChce{S)GO|JG-pH6t6XtrWd@CYv2UHVy-S(zPsx5s!k)Yn6*u4)j6Z#SAu zKiHd4agUT*@Hc!tIW?i=+{p%rFvIgZizvSs3wc0K)_{n+KTYA9I_rXi5`bWTXafMs zuo>}+ssG;P7J!@mEY1HdbyIKw_lzH~utROk`=8Exf&sM|R@2&86FaDk4oH!P?0gRn zi1KC6xYE7CvXEZC%Dy`X+?Hv<@E3fQY~=&9=ksLx! z7c;wT#IoojwY>hQ%BzD)BCwri*;dSO9cE3JF;~e`ZX?nGp2A8zb)lpqF#PPe#)#Bry&Aw_=2N$ra!22YteIH^-E{KtX7T4Escd}sV?vc2p^FX`jBgc4N z!{1-GUSn1~zZEq&x|B&;apw7rEtQk8a?@cJk9A#6DgD8(+|f|=cHo! z{fz3`+p)ovVM3Br|8+etGp+cBl;$_J1*O>{ylspSrpS@^)}2sWig&7Nx=dK02UVAp zY&+d-qC~9w*-70^!rV;xgj7SAf!aUsiwxCR^gpuI}$`=zI0^g(I4pTYPKvf zujS#M!DM!4#^M?1<;wI~=1}T>y(G1hS}K4@n1%!i3AIA1S@ru+bafI8sh<)itbn~6 zKqrx)h8IiGZSap0_*Yk9mg2(tqdGp4DN2dsIuVUXa2Jw=;cj~1y{KrbHP8~E-0324 ze&r}i-2+%m4jVvT+%l}rpAM9_uKr9Ox5!OLNhM4|0bkEV+9!HugYoS*AoVFnyddZ< zyBvU(m3t;-T#iFpLBt_CiOqw{2=mwTDJLkc8SR? zrG+iNuklFLhBdqtG<=8XGrzm>B6fa@h}~KCS^9+20+V)(XqY6)oe-L&9v8iKXIqbJam;U;A@iZW>VF(*df+3SsXl90cS&D;6o-W5 z}ZLVu#*c_lL=BKZMj}K|tBMVV-_jeK7`{&S-08?MR1G@l| zqEs}=es?roNVN;|COa;PO~{LH!$@11)ITpzBw2&2w#H9>kMTo1>(XR%a0m<`^*6ym z&ox&YP)(;&Y_p-{2Fd%-kF$)~8_oMi(hd$^$YJS8zuKb`f=ElfQLn>7?*Zwti!2l31Iv-2Gp@; zlgD2X<0uXQOnOO!I(tquZrkSp9JuMPNgC!0iHP8IC?Hl2gq7zU-8<{nrLzkIJGetk^8#Z`#!~7Ss{E69`*qAx;fr{0V!`AGNh4LJS%5nk(2^DkE4X|m#tkTI?=a90v zatfZ~EDPlE9GioGuBKDyZ(ku4+Ky5m76c!)^k0Jlq>pjG5DpJEh(+VDSF&L{U^32# zwk0%wLP%p(92fr)obIa=Y}rngC&3|lv{yw zrDz8$t1`S`*z*kCF}g97uuv>l=Q-eAvA?ora#4FX0vfg2uqT zkckcpPj!uzBy)wLQ|GTf;<6NWSR6c8D_U&yC2H$_9jGJFr!1?}QVa&TEa~**q|`ys z@!NFV`BcZt$1^5D;km4uI&JlnHhQC086m5yo&I#rb0W5O8$CLu-+G=Bk!{7u{uF? zw?amL8K3XOX<9d;ka-<>5rm%s14E+s8C8th#w2bWD@Ns04?SHz21}PDOM3+wSMnrR z(PZ)f2+3l{qiV^JT+EYIJT=kvJ4Xo*!N3|5li_oWZXoEE zAkckSUmN~zb=mu&J<2vC&G&nJj~JA1)MB8mQLVlB%Ke426jzzjxCv4zwOopGnY?I2 zL4*vns=CoKi+e-RPN+vzN2X=%T$StMY4(A)U7Vg#R~e$M_7F&ZwH504Q`iLcV0t4fld zGA-(cHI^;I5SuBt9N^CJJQUpjQ2j*f{~Gb3wpBNAr6y70b(5FUVMb`Xj*P!t3WozZ zj7~O!*>hxnaVo!(*8B&DUG_!dJ&nRyptuI}3MJOxZcp##2~~6(cBh-Ws(Rq9)&1L| zM&T1GUmN|#zu9uHi6etz>+G*w_3~P>Xn#IfFNHye@>0>?n6Vtv(rdJaxT^)Z zq$ek1dk8u*Kvb^!m1)VeQrTQK@7CBw$%SOOZc?QA7cd!7bT*~ki0(tJ1VtNny_osPuS><*jBf+W?k7C9AG z8&oyoXlsAg6w|guHj~;vH*ab!bVzfl*5x4l@_F{n#IvnBW9oaD3=`;GTEY+eK(Ysf zA%A#3X8%)erfvyBfHA5nDj>RB|E)A#(ZBNAjcWw7&kX#>PA@j-I8v*Aq$670d-mE( zfGryNT3Dwr*PVpc7esW^_sxM-;kb@m>ks?*EGE&Ir%b1z!sz2JY1_*uHI+m=#BiV3 zJ-i1m#D%c@%Hr~w+9Jn1GCj8>2BT0#L+7vI{6(7itd-JoW@n|B;FzSHaazISeEk#|mTc;6hTx2oP|Dr_W_xeaKN zf3kR_WF{_&~O#R7hV#=U5Wywi|} zk;41PS&AUnUo3Sslr-XgSkM`Klz3}X{Hyur6sNg-m`Hp<(T8gywjI7?tJXZZ-zj&L z+PC57GhJ6$m74=NL?&)s+fh_}=$}7f=Mk`I!JaH|K^mxVyC1YL6U=i>5IOFcDe_IR zL*!0(SL56v4O#mr89Ci|-);?LnhQ+YMtXjuvtuCkPM6^I{Py~LO2mZI_QlG7x|90` zXt1C-J@3A+d%^`kuQb|jpp3rbXB2@wkYc-DF5cfRI{%8-a``T6)%d1GQA{0RYwI&v zlaCfQTA}V z2pMRKt&9Za@FGFQ_c>Kq{g9u~VU6(xVPo}g^M!6ZGFF}3T;K=kH56D*8n%+f+u0IQ zE;X68{gywwejZHfqC06FxPKyh*f5k;H}TP11O^%m^)XC&+{#6Ln+wQNMuHxd=ko@* z_&P(VTF1fQ!%#oL!z0nX!(r5W z(3PC@k_yUwxTB7`#JIT(X+IKYs^_91lDX%!YS&KiBh6o;{xV(;S?I?$gE}Rce>={g zhOyecoOCnl!V>PFDfZq~Qnwk*jj_M|PFYO16}OAO6zWBu@lg3Pci47_uDvdZgVU(= z&Y@);#wWQerV764{Fp>8F`D$h5AMmQwO=nCjs1>)ng-W`k!jo7Lh)m=ku6R6r+cb_Rkgr z8t(K*aoTybfmAEQy$W)Y8mjNVGO2s2sj^feU2tU>Y{R!CVAeBCiJXP~XLaxV4oiri zw_IyHWF>rcLn{dPWF(kLSk~9FZSe7_LUvaSYOI;r5pgfhBw~G7!<>-nW@G2&pqAzt z%w+AC{Bixlk?Om7Jz^k)!=C2S5DP1A#EFR!^Iv=_s1p`}ieh>3yI#)4sy$kiLv^o` zvRY5Whd0pAowqvSYFbn%<_ZX$YpGGAikuhYm6l#Q2%pFEU(IP@SD6Ix=tpTnKh;C1 z=JMkMAj9d|S$XVTJbIYIi=}3N@OL6931|E0u=P9pWWPmO8Nm8Q6G?(-S(5%af$am+ z%2s>hsB{80UNTc|MqbNVo%-T5FZ7&5B{MyOJzZ38QDOvyavcr^FRvFn@KawTVo?JU+! zbP@qkH%UF-g_BXMrBlUawQ<{s!l=6yqrn?8el)uoA;%#ScTBL`hw>BEFb}46H6>@> z{wEJop!Tn;Bm-{v=-G;!|#XZ9d~@T^#z<9QJy`IC15A+@o=ZFC?BCTsjSKr4~!AUbLQcTm$&f^rmqL&tuMlj zNYh?cB^=~?eZnd-%`B*npj&DdS!2z+__Xdt}ll?T}&Y?{<+H=G^b|M_vw~A_?O}cA+j&OGnea$m)QdF-Tq3E;oB52<5)$-}zjb~;#{kXo2$wcWm%3Zx zqlJfR!gshsA?6#wKn5%=exZZ-_hZyZhSDLIdBEkdEdF~VE$_VthHqYZg;ryb?MPjg zX_ma`gFiECR_J821e%B^uu@54RMfM%DI zYax9qw=~Z>pzb?AOk9Gw6v1I)8JiSPq|3()gG>1z zz5g>7Z46zbPH*Ydv6Zvb2i`TZjwNs%4MDS`Qtu0e2jQyla~{W9`lT59=wohW0dx3;DPCL zN=N;nJ%ipHwSPSd+c@Hv1yZI(>fM9)G4bN4Lpx_x%t%^@oS!Vru#MmG5baUSC8XvbS8S%3(_ zWxD9>(`~C#RfMNDaH?Klgb$jax(rnRT5JoF1`p=bfw?skAuJ|?EDSSXhtZpbTg@IvCr!`9i@9{*5sVRlVX z+P*(DR>h)7%7swxP1SyU^e;;NH(OGqQH*!~PucN{Yn^0`tKbE`bX|qSmk;r^(1r44 z>t^bn_OeyDfMvs+mxy`&98X6l0j#8~J!lqF)x~g)!cb{X3QGoJMz$~=f12AQNOl-d zu)-AVjEf4tqAsOwoF`uqcl$W@JcF!*+@Y9#8xgR|aZou=DBweAhyoyt9{c$d#~x|N z+wTE3fF4|d4!>DNg2)7-J|q1QpS@AcNu~9VBU5*zM%$_?Oq~+>AU=B^*S}vnc;Sn-M^_1-&ukpPyf&E&p~je>)p*Hw zm|aMCU(u876`a5Ct*$Cd*r(c%k>8PAQQ_&Y&nRC1jPucJ7cEP0ul~@{)W9xY4gVHt zdIoPRyN5E^skzX;LP#yTg)|-xC!7W%hh@JJS2la?O?#Rbv3dV?A^qShw=vqeevJU~ zy>IQ7OfqGrA`u$kA&2U8O-lIuOd(L-zILrA%U&tUxExZ2HY|Kltelb#gMYxAX&7yX zq9TphC5zoY0>fYRu<&?P`cC!QF4kp(ybV4Kgm3-ezdFTTh$xn?Y>$t$l?2vW~8o~u{yGgIU>$Y|HMkkaXBm37szw-Cj7En&4 z3()-c`W{E#ga2E);Wg6eHDV&Rx3GA+SpDH(wa{t@BTf2CqD`voHkdPiW)IlOYjc#t z*czTzM7P~hhJHhp8Y4KY#J)O`Lh!Dc71vc zL7Z(8j!cGGPdym%`Y2?ln6*a0p1@8q5mT zUKgjcVHcUb_we$G530h^#?!0?YVbX8+#!(6Lm2|Z0kgM>kT-M)I{K}n|4&3I{TZkf zxTe4I^?@H<#eP{-QcTPZ;46ho%DFQ${ks zQ@%fk%!mG*fzBQ7iAm5gme@cpzh( zmH-R5&nR;y5LB?(rzF5cHgWRt5*h_<_=3)t3IM^1JzL5!b_FIEq^NU)2wGy`oX~`C z98rNLxf^%7bOBFS2Pq+)=9(UC6(K&CAQYgbpAkJ}Ggy1j{A+q{NBXzTVNg%mzsT7 zJ=Ev|P7WN&S9&f(=xw|F-)hdzNLZAAEh9t^=OeO%Oa)1kR8qRc@rP5<}OQwySh78gD&Th09f`FDsXkl zs@Lf@7PWntr6uPeL&sG~OFHr~8}7H6N))UaB3#47a81% zSv}@xb{Akmk2Os2t5TB?R<@!<*T?>8GZkc%mOlL(rV?9aB)cp{(3>J=2rfXUJ`md( zov`VKe&%3x%GL+Xgzqcv&!wc{Nxf0l!8-f#DSoTJ`zZSR`Rd1MeqKMf3lf37!#UNM z)`b;&+&wu^<27XVa=x)=n={S%+>tJ3`bKDf;ptVn-AW66o0HN(AIEmm2h2eYvied> zpCj+)^ACVQvuTq!KNKs-40=Z{b!CfRyv^!YJ*v-6m-x|ooeWd(xl(#D$4~c^IDfaBe%`rBORlN!!5 z6Z?VmAK>z95oBJ(uJZDhnfvUmQ+HkhC~Pt4@n@X+ znOEsm5+BRTbZXsYGsB}9aXs7OLbJQi{k{e`%}uS4)OdMIEUA|15*rw@xeJ#EITLX; zcy-@&=)PsV+yo7}KecYiE@5P5W#*Ibv7}$!#dWV6@uWy1f1kg(+Pwb#J9~*`ZPGMA1Z4qH-7M_nf7h) zc84K%cWKxlADs0BxlPn+JvOfT0XFf-L-947Y7N!pLND-6gpfwT^|qH=r=q;d!A@yn z4^>=M{%`bz8IfKHM8lxAPADbWfg#5tB-K8uf{2}c_l8u3C*R#5kb&rEi1cVFvRExb zZt*WSzdE{!!(9n}0`jjp3a2bq9H^NK_cN-J3_Z*Vvqs#s@inX;%k&PwSW39#5aA(l z(<>~O7Laf$u4Cu%r03+#kV_eBX6eI()7=UGEVMDv7T|PzW@jZ7G@P2^1fl}q0UAl{ zOR0RCp9~){*cFv!5#WN?=fD;N+uuNS3|A)oWl+*M2(@Xpm5&SJ9Z45Fcc^VX3p*&4 zG`OcJQ9^6=H5vkm7?oxa^|-=Bj%eyuOv<{VA-Tpw;E;9{k?SOMrWvd&j0>gC=8GF> z&0rX9W_;-+MsIUT+tQh^tIYGd`poy^VK$C|W_gelSE!>u;i8I_B+R}!N2gfu=W`me zZUZ=iM&+m5&nlOq8Pe#T|8704pXV7jYNlZKeLSeUiw$3UG$Y53I^O+DblCkch6v zJ&H!J3Z(Ba#OfS(_&Q&Kg6I%~iXFw0u%7`dw!%7;Zu+*BZuZsocI)p9w;|W_f&rW- zR`;T$-y7EiHi;V@RMzwTg+Y_%mJqHrN1wO7FO_BT*97bbH}S|JD!*}eea>FH!;sp%*@8NHV3Boy5Abk-)MVB`TD%WxGR57GtR}G6@5H z`C1|TTy_T#ho3pt_KXC;IXCdO4n#9nv0XuA_#tBXQNI(5y{)RRC`9ChjbDED3?T#e z`b_o-KBI30&t&^=%mV$Cl-P|7*ICOTGO|VksSdN&J+i=$xm4n(_jb&MazyytPG!|y za)OE00WN*P-zAiFzG-4}liUnt2WG9LE09nR@Lht?D{3VJjR}@3*pvCy?&yj7W|e`PvufXuau3a)~Mf2qNQ#Pjp#fY{)J#}a2a_KWzNI62q8z4{ z8x--R6G?`Dt=>DTFMc1IsxY95auiRslKb}y%m5E;U$iTAdISdAEY~rODc06x0z(*0 zft+5QQo;mHJR9gakV5C4+!E$XKy~Kv`=vY^>rp%oru0hegqh4*?2agRm#I7KcD@NwyS zL#7y<)qw7Ej$))^5@Rh@;ToeaXi%d0J@F${sD#uyKVIcn)FJ!XkPG(2eWvuCPsNDo z#L$U!^bihdN;C=?6*j#}7o!pj_N1Sj7w8@4Q9d=`ouf?EQ~mw!%p*2OtQ}sKXF-d9 zKnU~$cPxrzE&4t%VG+v+i)aIS4pSk?*2VZt%O6`li~G*vs7@0UT3SP=Cx9PvimW^} zK;b#%F2TddW^<~eipFYjWgf@LRJc86jbvGv0ke8Bq*+R3tJ$2-uUzcE&9tZ7$$N~D zQaE$@l^vs7tPvgbZIc4JeZ=b^%melY?!lc`kBwDcg(I>&a(bo~*X6`G9@7*-*6Q5i zto?@C8iN$rf_!U6`&X!AWktRPWV)A%tg&=fF#XZ#76U&xsjERhDM^ldIw*B8zG`rE z6@1cQGZsJ3O9N5Ff0Y-mqrCoT%X@WXip_kPWbO2{{lAKhrPbx^TX?R(vwub{SBB%% zfBLVAB@BMF+xT1kFAJdsEKxO(rsr^jL6v6el)tLrPj7oQ{>|%UBaTG=3o@%4a=muH;BPtIif)Q?h?d!e|;x{rhEh6xuYA6h^-WpDU z*g!u&57_!-9uDu<8Trldd>u4LP^jC-l|1NHb1U3!;ZD;qwD zw5-ZJ+=oAdiBk@LM&o^Xn3TDe5*}_2G+-Dga3~}A5wbrd!jU;$yaCJC5$>ya+xDn#==V2riKPHufBSGLwiD{c68OoK0-+;l**pZywHIx}5LItUuVZm0X`!~vo;AyygXMN}CvGz4*-gtc-_LAoiT0n?UT zmkvuG0jQ&VAO!5?iHg*t1cR>y8{nOQOV8LD0_o?R<9romgwx@>H+N(={m}@RuKW1| zfuQr)Bg=oMh~R>w1w%|}z8u4f3wtc8wld!_vP)j zi360aMa*a-XC(y}3S@`#Ds*Fl&y2c(hgDy>=Rn+|hUpCW3 zd!gX|8{e2Z@A3J4dqp9^(C!S2jlnJx%NE7sm%$7a3j=er=mNNgVC$Rg8WWZyDFZt& zZx$)#(xL0o=bQS(W0K|I1TF~+j^5{rh$>JS`dG94o`&W-Soe6Osq4#92Q(>iFclA^ZgQTxfE-n(Hj@p6bikf@c{%YxZ6`jV$Zf zKWu%{a0H%0#?99II#uCj8}h#<7FpJfhZ=Z-Jq!BFQe9!yP^e9K1L(d#`sez}qeo)@ ztXTBe`L=bil6aH+@F(ZhD750MS8>o<){GDL*Hb*F9CLom&!5Qk1Xd_LY;gjHsH|0y z9Rxnp6ONa_RPX4Z3;_{=Xv?;a!$8$~ul{St1R(&=agVwa>|w<6D;52D_N& zI>(e`|5Fy_w=Kp;+QV88+-12osUS?<=DjH?!xi5rt~}JHq+7pIHTRw_@RQv$F1K(% zl&I7QzeCjb)B@(0+9MvS3m8B5g!BOiiRm**AfeW?C*fO#>&?u@Yw1gdYkS&&I-+#U zLU~}WC!)FQ?_3+aW0MrO<}P+&e|=Fe8xgjJuUZod^<*1UJp`gm4Oq3C@lY(Z1<|uy zPO4ibD@}j1KZJQHrr`z~X@ezXOPpc&Ilkps=rehP^WuM@$oMs?I!M&_XsVCVU0ls$ z_(*9zy1oxTyZzf}&)nS!+5KI6*Cq+UcrB%qLOc$U48)ow*oJQ7AvqMlm7IKg@X7-< zvHI8aG%9KtAq@1u!k+}C_DVG~_S#2T|DEAGUV!aI!m+Tz2jZ+wN5$#scDu!fK*?dI zAkOn`+c}1Y*W(&@oaDMKvvVxL_h#nhCE9Z<uhpY-3QV{5Ox}O&ORshOCPM zrrNyeC3(9{@mjig0iyEKyzyg?3H$pQwr{nJbzH!+h~o^X7LY%KMxQdwOtPvHj^zc$ z@aRpj6*e%Vc$fZ&Ets_Uli1G9mNe})uIv6-raUoF?W{LWDSW|c`HXBCzSJ=tsDksM#C{Xw)x>AFb z;WlBOGzi9uqaOunwy6tCgYdb&pDID`t*wuM&-lmd3yQ@b=}2V|YYuHHX9|_2=NwXD z_k&;4O(y3BbS_BX2eUwXh^EhGNa(qb;I&jcPHzJ9Oq(K<0HGwT3MUt3-c?dR4h3y= zUwxLy3>I`|L>gp$`KOxPZS6cF*(o6;J`qM+!%2Wlg6udAwi4Tz14Ahdh$p8T@RO@o zFa-(EImm2j$O%i!o{B}AXIcz@0c;iTH@+SIzFyC!ix%lG%bIUwwr@cs{YEf_>^0)D zG$;QC;tl`N3NNPISfQxQ7?L5DxsrZwrzY3AS*>;Y=<9p2=C#@$*>pf{(ia$FiX_*Y z!`r|R%L|HKK@I^oUC^wA&siGEY%N_2c0Wn=Z2oA@DvidCTOQ<<)>W(BLr$OiBy0z` z=nUi`ExGSrE5aK;S!mo}qTZ8MqC3+k9zKwRSPwlvu2>=vT3~%f!M+Ob5k+seq~C&2 z>Lj44ZXp@1K+&n^y`h<=Y5p_PG)6|h6YYurZZVLuu&Y^qYG=Vru#emmI!N_Ri&Nh< zi_Mq#>`-^$WfJZ6v#rNW27{a2yW~v{nztEdqEFJngon)k>iS3Kl<(Bqor-bb1ZP|3 z51Dy#*Hjrjsp&!*>FkQJZD00l4yl3o$C5%SbD0j2tc-MYw~g>~V1Zm9-`rmCiT0nd zvHoxaN`oe{Z0ACgCcfJFW2&evPhs>N*S2shm@7(4Q;n~fH2m>`0HVhia%KBuY z_sqS&(K>_3Hr(Ms?T^}8|K1ugct4qFDK!esqxFpn{4l7h{JEM@)=FjL#R376A=*4z z#fT|VUibz|0aR!wK*7sN2oy?GB12KvQyd3BSxvFYX+;GQEn}WmKV5TniZ%(Sx=ax1l%Uk)* z66lr6%4bjsnz=e*5vWV!l>L!8a#*aWnT8aPUV^NFx#bF~R}kG7=C`YjM+AXYzA^as zt%<9#_Y-kZjOm%h*%?lXQxE<;$%!EX!#Pz<>ymF8_hxiY2i*S-HLeCS?=fg1t}(pl z`PFNkgatX{v&u7q^-k^Mb_*J!X|%ov^Wq3DVFmlN^&0-@pDO*PA#VJt(}4Z>C4zx9 zie=KBx6hK!TEDu;C3go!JQ#8|B-gOy+G{Ul>}F?=GnE5Zt^|f)fBuL477Xpem2V^I zH8a`^-SPv=kvJnFt@QNU;Cj&0N3t3nnI-nbR%B(4LH1tr^k)ZzK{4|DPwR zhlAFUsbF3#WL@RyOWtmR|4<~TSUDnG|2&DG{32-P{)7h=MMvX+v7W-A(qvY%nBG+Q1rDWSwmLIv-bs6LM~ zefN5vHMBlusb&JtlP3i}#D+S&0$^z@G%rkhuCLgdWnP}X1e!f1h8V4(qw}y zZ{RSk8{pb9-=azA7z4-e?fqY`pK?4y$0~DES@*FD^Rf^#0p@Nrq+qClqblx8lp&!! zM<4~;PP&09a%G>sjYAOa_d;F8@Ak*PWCs7XdZ9NqsaC$Lj>ZJ zIuzr{xQ`(B#x!*Qn6TQ9#FP?lW)`W;y&ROf@YY_tfRs`xSVdAp#ldqRG|rr3c@SQ~Uk)I0(~AWveGP=H-4Od%OZBd*EaDG!#zAVObBnhL2jgC~+)Y6Lt2V2#Wno*Yz$XxHs2#wYEHHSV$9AeH$sn%9*gij*=Axy+X;D@Ri$v~Q ztn(?iqN`bB>vj{Kb|7VWN^;tG7u{dG@VU==dVlqKmu^|ze|apLGP45~$4{BD{@+=_ z*x>tg79eK?lND!d8o1Yflu*sw{WTBXBfy7E1In^JCBI+e)M6_rg|T-8d*tbb-aXSB zjFG=OvZ;Bl3yDp@TQ0&=b4?QHM&N;IclduVh7?!nMb*6a2WWgP*G9D(_+EczQ`sk! zl?>+xCeo*8e8emiG9r?R?#*;AvqV$eZdZKc>giC2h41a6Il`^hKO14hlYFwY$}h=) z*7u!uCc%@@r%)DreY zSHyV_L8`Y6gpj_8WK?PA{sFA``!1EzTKIO`=k0xfUvT7X-g=^0Ej+Bs8*9F@oW_)> z`!^|Ik1;93JBO|tq`c;sTjgrH?BC?V&t#wsu!!6O7GH0CJg`>PvKimE8sC38avZ9- zXzX|+FMW69U{?jk9Z?18UgK3h%{lHKx&N%FtqAo2_yphs`zP{YaM&4|1*B<}k9#_I zs0eHjxaN9nbRPgNFnNx?Dhwk<(GtQ)9F(&JHl1EKX~ES-Wz@0L1g?`5Dr&0HWw(g# z{vIz>*YGQ{Bd*{T)UCgHmgeCQCFtJ5OJ({A?9TsUMC-0sha0|B&+qqWn3d9Ohof76 zycoV6k67>?Cn=Z5I#7Poq4_$e90kSl9Z{TZ7%n%1P}4~P^G-_njPk@jY-B3Ije3n_ zrx!{^^Y)j}KZ;;;K*tm8U>BQzBv{H<2&^nGyEf#KtBWU`M$If?Rzfv*nCM--_HMMl zhhHDG?6_y|0r7qBaxu&lXf7j(p@O3oJPPZkMOW)U&u*_O{{T#6F1FgmX`Q-&ZD-mz%txbjV210P&Fx)+ zVx?uCWP0DEbWl-n%bqzn&?+Nc;ukL>_HvJUyXh1w%9G;bIcL9RR05vtcL|)1*QH9h2{hTG zTGRKpSFg(elHGOBi_D5!4(BKw(}5l4{}RLf{E?MQ%}>XrjQEbtkBho5j}9d7z^w>Y zzleRW|8tm@dgUU@nwV71@)?zAm?m63YKTf!+FQL^4Yl_rkBvR~bh758gkX}FqV%OE z57(BhZv59gBhDGP0SIV~4~k7+&T^?LQ33Y)eaZ~{?caHw3kaq4--2;$vp?;gxghA-RS! zIiKZg>w>Vt3T7&@7o421HxET-rTqcRXJ7S94rZltZ&R(I%wkI550~#{CTHeHqR`p^ zWVJJL@maIBWKNo_1HUxfL;HE@$HO-A~B32H!Gk$pvOD(b^P%p2MHL-6}R z%otH&%WGcS`@K!~ZafY5I>elTd%kj#bzEvlm^Xf~{171tx6*UH+5uqFwP%rV{u6t< z49?o_8pb~`IZ*hd9-ubK^{uddkDvg|dOU=*F)+QFPbUHLjK?nFlT9Yoc0swbuzzdZ zwasnR1@%0NzBgZS#9HH&TdW1{;qWYrqb&FIhTL7r(%EiprM$Yn9j1qO-fa0wya!Q~ zi<60Y5*~|SdO{t~#@P@lMK33^fB}j5mvUsIG)v;6QHldFwnt(^$e*u+UhA#$O31sZ zBVE~6kkcOsPdfRk?e9elxx@M0dO$j_Bz5)N`TqRU2YP|!*zjT@c|8=Luq@#K_*`gw zx1V+IopoLRD;8b&Z_*|%Yf{=zb64;74SlZ;M!a7b)#Zl+i2Nc&G$q|{(2|4fMp zgYIei_d4(H-GDLc7-Rc+`^)Q&Z_GTR>}n&5Yd?TUQr<&Ya5zq$H4Q%aaoo2VHBbo0 zGVhi*86<&xoECU_3WbRaS;AV0ycAP%7K*PWQ&vTaSd272Ye&CL?b{ySKxmnO9i^o> z@hF&mxOElZ{ zz#-XA0odMyJnP;6#VG%aQ!Xzri}FJ%$C^)TMxdGwz@BFH8oF~U#GgXi0LV-mb)$E+ zt?y0)$N75%GtNzQ$id*NZ?*3|g2a3&4F;$=W;|90up@JAx@vxA!eYvvgpcrP^!J@USJQB_@^WicO z!t7o&AbZTlh@>B50Xk{w;M!%DRcy>%Vgg{kFdLxuHY%|7+xJcmiue)!Vs~>*AXGQP z46KMnB+B)n@N;sF4WwlM$8mQg9*YC>8D{j>Ib5cZOoJ>2abm)LRX0D73jCnqlI=Vi z3%*%IFd+%LQkC%Bo@_)sjFW&9Q%i(J6AKicFbnAkF<_!y0fb}^+P@S&GF%eLe3^Oa zER}U4mcjdoe?j9nB}UPtl! zB;w8>N4$7U>onHC^0c!Z!y>1X%&a5u;!u^XK^=L8&YXICa1=`wIBmGR@3?vqc z#oHeLTT0m!4HtZ72-({Lj!qvNiz$uiA0tPb-QNsyEr&^E)X(s&LoIpsstlOXyh~q1 z=cW(w_laE>5j_(tIQP-i8+->a?}_@q_kEB)Nu*MD&Q-G(YTFNmi*{R6Dhl7S5nY`gK48Twc8=n=0BQet|w$FsC zz?PlABL$43Ohq?Dh@~82w35*NlC=rWv6MA$Xrr*H7Kp7`vqAit;zg8Kas;OqFJU1? zr7zpb1ef!Owa0`$!U_06J)x>>9jSeC*dHssfy;6rl!h+)QUiHW8A(O;`n9R6EGnP( z>ts_HGh}ssU~p>o1?$#PS=C^mJ|Ab7ZA*ipusOFd6|qS1Hw1e#^4s6tD;YIHQMI@+ zi?C=Ru;x~m`vd!ZdU>mT7SKV7cJA2yO|3iB*# zQ3^4IPM>-YKYnDuI`D3*KyZ*yBO0n{LI?oPoITCW3v0c z?M#hkGAj#e`*amvr$9l6QOUkuaYz#Q<|FICAea)qo&@$PrBGLl9AMtCJLGxr)qOzc zzoqYl+GvturqX{HivOmqsLYaFg$CF>w~XabLKY(3U!^}Wd)Wsg?_Mx%s7aBljIeP3 ziUTXLPDqet$O@{2@2iW~6^1_HbbR5}#m^)LQn^P*o8198UKnCDnM@=5u?v znvb%aH7IxHG7S2A0qwaVqo$~td0@9@a_tgxFii=S_WcmVxT!aG0@;xJz6pv($s_l- z-?owWwb&|FIW3Y5#qSsW{Y!kAkMGn7Yv(OshX^N4%`{M6@U6EX zcYG4CH#;7#?AUrjB;bb5ACJ%yl>VL=E>!giGvp;9>y^R0;F`FdUy!~6pe5POZ#Sr^ z|F$e}BU6M+fpzdg8n%`l4x((p)XzY#NZ2+YyV7St=Vw=xF0hU&ArxKk zQ#{nz?w6q!l!)8sy)#LK=Mg`DkaEA!m6DmHg_sJIByjv&~eoEC_|xJg1zh0=pAXTWF>P!DPr z&lJhbltKuO{{W#=f34Ilz&pDd<=3Zhu!!iz12MrZ0N+z$KzRzr_-bdSE0HfYOUv$4 zc@Yp;Taq;lhA)#q62m7Lxnc!LWcyqy2WC*?SQbY8Y`bT3~CfT;NYciyaY429iiqQFv* zd-uMW$na`3@5_GmC%izuhmuYjM`+GIkSt~>+kIS77G^-Zn38A{+&pLzjyDzV0!D8) zWwl$x9pEvrDpPOgrlckuY8fP$IxUdKkXCULP0=U{x6+wu9gTIZPtC_@CL-w7Q}Zj~ zU23CLPw4o!^+{OXt*2T%e1Yy}?LCU7o=}`>z?4l5|Wc+VF(9^A!C8}^wKfz}I zILf}aM{p6zWkK*fHBHpgN|aQ;RP`)#xrKy$ipNuI8(Lx#kMfuwdZU7{q?x?re8|;_*Ju zc*iuxnXkZ!Eh5A^yE!?qgWZ_*4h_(c$ZC7ya3f#o4YT;|^;7lb_4S(SM5tH^0P?UV z@Ak@Gd_@6v?vQ@9d(-DRic7)ni0WHSWc(XKomb!}8N~QMRMCI*U;tBu=$GO1AfU*Gz4R#tk8YSNB!b8!|7r!fhYay3w=E9G@p{10 z!G78lIlTNHN7)*&x)MM9yc(Z?R<#n_+jJI_5{Y7y?VQUhpV~D4i-J3KE5PhAiia=~^xosy_Jey_JFQZ6N=0mVufF0IjPHyjW3Ai=yd;z16<9vr;ByDm+BDmFT--G*8_sMn-~*{ z4+^LG4YPya_~cdSbKb`#k(E_L&)Kjs6RrDG?J1ZQf5%0tQlV<`&mQIuuz!5C_+uK&<~_&YB%CnwGT`62 zmiH5&<&bfqD-``_!y19Z0=XhQBV~BB`5UR{@ZQ=|AC5+I-CDn!JU!VhdHURO>GFV^ zUkBe{DtUdY)3UNmjg9wm*WUiq8Lh?(*i*hM9mCi$J7vXQn35=@R#WQCHQ5VR=b60r zQyAk+JA#8kSp0?7LkSLe0os5Lz{%V@aNc50DtfLX)3_%u1)sA}I2%rT3LyTvATCE7 zycS#H1;9Z~)x_oL;WY&EE-37(FbG(q0vfe0#-n;d@LSVg$6gX|4yc%yUe}sij3cH>L($nvyfaA}p5U!Z|6f{Yp;He-WsfonWHH?1aqzg8 z^@hMe7ucU!cBY~#!DgW+0R!fOLAa8XSd%Rp1DVMu<)uq2tSdDd zYSHyzeZetvIzoWQW@p|Ea$ao$!F!@k3I5W~2)$!fFEPucrQxvvwr;MzJimtmLtX!i zlkbirrNr5(u91zB6%{mm3w#eG?sG+NL?e}{;_cU81@3n5XSgvY`58_g2h>3hHrKyR z`jy5dI;^YbFg|hokP1pG7MDkCl^|xZE+P zQLaGj!pN5S4BCLn&FcRl>#d^NYP&YvQlK~#mtw`;iaUki?(Xi;;9jhFaf$?YcPY~1 z?ykk%U9;Ew{d*tnG1fs&vXZef$CD}dyzY<8pZLQmx?vW3v7>P{EFL~JugdXl|Iorw zQF;rDBvjrGe2E9t$$*aG`1wEe)qeu4s4+lv>_8#5%!1SGEL{B~71V`S@!_Q-)h{#E z=#`WEwnfzCtUrlAh3DU;dxQni3HPWV{L~+{QKCA&;24}KWzFM#LmX^$^JL-0{Glc~ zpkIC2hTH5`pp0jk&4k1ubsgQuNN~a(-5iOUbHZR>0?hB!0y);P*w*n>ns8{a!@vy& znMZo073_slb8PE0d%x;R4-N1*e59uylhL*Ox1Qhez7%=X-(Vq;RI7>4Huu_bZJ#3V zcL-WQ3nSkO{(`J=D2QJrg@V@ z2I?Vl({vX7g=rbGI=Bdw@qCLCQ@mQ!e%|tRy7^3_f(Bm<5ed#BfzD0Di!H*x|7NYx&-I1D&Fp(v?KfIgZOVS zp^tbrHmZ0{Z@IZ?xI(t~C25V*->|Z9ZgDjR5+~%mLQrzPX}`ZyI73?C>Z=%#=Wvty z4c9PVO0i-vvav7-EGkWdloqu@C=oj+ixh?aN&{-FZSnfW-s{kf))X>Va$Mma@~JP@ke9Cy~4Nt6xEL->>>Hdq$Wl zw;?x4xqdfMhX4O?>j|RORf~2P-zSth4zY&GCv8w<@Zas~itVcyyZ1jH7;N&E^dZrZ z(%h;{RHXQ&S{lF^T6{oPR~b3w2vao%D#gB)T%7P6o8do9^OFT9=NqI0v8i`tMDr^O zXf~LE%%)UErG;&lFkg+@D8`|6j9BljsAl!GwLoS=rpP+5+wgSxA#DyOFyTrZQ(t;hYvgZ7dN%&d3!=(7k~olW z2%;&UEbJ@#Tvqp>%%R}+8Okc!h+{b?2c*4rD2piX>0}38O%&~r&cY)OhgxO6B>noZ zZAM}piVSNa4ucEo4R~1OWGVBUyWMXr!Io>BioAcF>gxNa9F&$*!Yn+Z{QBAZr&2~% zTA=2J?ch^De!4onxyCbNE*8#NG-fjL zOwLFRX0H={x;U+$KHat1vVvf0W_c8{C|-Ru7|)A=b(w%{lLoaa#_W6I%CHwxCt6P# z9Xcx<3oXohpi2{Ly3W3=B`5k;X4WEy8C__3KWfB7#i$yw%xBBar|uArvD3Q#+qAnR z_Js=VYi=g7({+Kb^^q`Iu-}%a6G^Jut7p08t>s}|ocDXjZ7$GtLvf}XUHO49y^CVp z>Nh^tm;Cd+eZ#BIj-7jmW2cm*=4%eMrB?0LMaz214yAMgvT3WidEbn_W9;0GM!<=1 zC)K0tjm+oRMpe1(?p?Q8cp1LX7gujtSF-oZE7{rE%~bQeIRVnr|1O9RAi?5arDei2 zWM3^E+UMd<=Hb+c!hSrYTzNd$(op{r>j_fYDA26NESgQ~7KLx^y$+O+iD~{ZKJ%&1 zx;TMnJS82RhOj8{<=$Fh_TKzkV*2E?iW_RZk_^6I9fdJ9u_${n0jqS9+I2x-;uQMW zD5e}IxS$-}DW{7y&)TlL7WOn70^Y3NFU677wup0}N#!Cztv4InRjJ9MMvvN0)t3wd?NHc^G=cBbR6ZJdc$@j~m z4Hb62J0hbi0K;TRYHn90MXusC@DxdxnV0m49j z-n%6B6aE$jQHPK63ToED)eN(|*;Q8>hO)18|MEqtumyV2s_Wk4!>d->a^8-Hh_Tp$ zZKjel`oAu5{waiUoB8*(RoKA$`=|+J>p9*T*%k$J?zN=muF6I(bI312tq;!tH!{*G zU_b7fHMI&h=en)_KvlSabDRM^S+A9yuYalf9-ypzW*`thuM14ZXOJ(l7RENl9{jC} zX=`?H$^%A^YT_f76YW%>>QU!Q^Jy<~({Ct#%(T4arz9K2V`2%MB8?l`X@ykKwJ8xy zThMX@VNGv;-t;sjwwG&@Xi`vsRt;C_d$4Jm$BjEfA2|NoH@hU&baI9hS7<1b8HZ~) zm-{guwkSaiRWa&*(qMKle>au>*UmXvOe@mY&{b=@k2O-u9}+m-*vO@+rBz&P70`8g z`+wQkp5XoeY?cPydAl*q^#C12+!w4q&Q%2Ns~jP#1%dY4IS--Z80-kRBRarer8C-X@DwBuasrYF9j$GEpLg~ zmB)lXAe_I6y^Hl7AOS`?Ge%@)W)EKj$ck!qP>^orzq9noR1K#aE6d({^8ou}E zl%rv>oLs#6a@L~Jh+!rLXbj!=h ziYPQyR^%oh5h4K$!N-+mnTWCGg^4{Se}}B0BK&mlFxLYlRHcBS6X>|W9iah`th=;Pmc>HDgeDIZvRk=Sa@>B=)=gZ+(yB78=9w zOU3ZgoFnft66&tIc&*E;@Xkc76Ta@w@`<|Jeh{Ev*^SN*sN{W8_#7xOxC5(o-Uhhc zd?uy?mtNH7-)d7WwI{Z%yE;7rI{1L$!*X7rL{$>F zeq&^I@lhd~oZ4&7+21IDgNfku-kL{8Y-MvM#j_oyJo;r>o})Aqy5aow*cV8sIM+7( zm}hwV)UoRPS&spLEXuRDkz5(2s#ev!eiaIu6+A;zCQWc-91|u2x@tAFKPBlX8J`(& z&D1y(YWxlUUfp8$bRdDG)EZISZlc{o>NuLZ<>5o6k-A5}Jcm@MxSjrbw(kCGl&bNj zw(-o8Uc77NZ*sqOb5FCVo;U%TR^7>6oHq8s-c|;&ITr@#W7GB44zcrm5dtbtf)o}<^s4{R≀`%BH6R4j%n%d z8fe<~C%s}0?F@N^$o}AC3zgQ-tXyfpdwphCNv!b$vanKHUm_FD@U8yyCK$GSEPUHp zwjLhr8#XDW0#wVN*epY39cR7D0$>}YFzQGBkfEI>19N3S&;R~m%WcYiSvqjRS&4$> zRh0cX#O$s#z2&_1D0Q8`qukK{c4l$p%M1{R9ECDzXPkmz}F%C^H@_6a@>~0#V^Z^ermPTYK8sdiLI@I z#^~ZdGTm=l8opv1$W?({?AshJ9OM#RYEi3qz>Hr?s90&t#h!Oypz7I3pU30FE>6ss zbYr29Xs6#31NL+8zeidx{gJ4|ynRPaQ*BH&z_-4egKzj?dLcNI^ma1w#&iydR*E-7 zF8;u_?@+UDo;n3QgZLo-m+8w{be84Z{I~lGG<}H$J%46D{>pwtG0hmmQ9O88g%Coo2%PmfuvPSua!FU(26AsgIZ`2i4cl;=_%?uYx zt6Lqhz}T)i8&TvK;Uh?_-M{j6lITm>WN6=wWJx=f{+RN7E(70(j4;!{E7IR4k+za` ziXJ~6hxn1^l_+h#A2nUbP|*}d%qL0DzjQ)oQ*GI06@o9tA9Yqkb|r2~ri8))7FpLB z(NW&crxlUFdc|l(^164GD!M57WsUkCU;2vK%Q7o&2jF`#J292SpXOS~wLgjDs7_EN z`B+kC|CCa|qo|gV*ANHarp##0;*s+f3)MJ*VKpx8+2pllrFEkR4brgu2%hU<3 z@+c)+GoX)pUWczv|Fl@2dH*A=dZ|65E`aFA5+{YvB7E{dvGZIVurQu5F}tf?l38|EW4r(vd^TdD`yN|)!*sjgIRv}{4>4(jfQ%zq);sQHgvM`iXRQyj(K zyx}hZX!d@4t*or~>uo$~I=1fOtpn8W|A3%xTg3n08OLG7rQ8PaLQk7F#{KTs1_0z( z>vpUFuj|fW_VZKS+Iz`qYNe(*wQd`Za~6ac^#5c`dRMn-2+tanP)5T#=G@(R6{r?hKtSWpN~(0~;> zj^Nt9B2`9P%20&@F}gvCeS92<^MN&!PJ+eI7X?k?o-7zZXxbwGM|&N2Th43)$ zw)EgE5}1-}i?wZ0x#gT62x2 z>d((6hz2f+&u^mdirKe@v)S?(Vs~E9QeW%yzcosR!VJ-p@{!d*(OCcCZn)1h)PZ5s zp8gsq`0?{qm-T_Uke&zlkXBh`Z&P%p77D%%d*wA^8F)`?wA!!M7ew(@s!EVL<&AY|?K ze48=i({#;VKr@kcs5l^9A4EvDpRTL4hODx!u#YLsHL^isW>iV1_zk{1t1E2hsv{E; zMS7wUMM0SF1ukm*3yY3g4&A6mRE0kW>Ml;3I#Oh@y|>PSfv#MGVUe8##QH@day-Q9GJbvZNkSy<%&^DpZBBZzBI-a zc2)O5iS!E3DknU@31OU2QaJ1%9UXNB?73Vw{O(;A3_NPv+J=F6^LIhF{9lo~(vYZHCf7EpPQy228g!A~qus32dj*SmC?}m7IMslz>$_{(IgcD_Ka$ZpKlo!QWf!ShMDK(S!5-csYku>~klW7l4Kl5)BhHa%ic(QwZqJ5=JIwh0@vB1luLg}&jCGoyOPlhxy)H=U)g@ZFYs$Lyp0zdP;l z2@Z8)nE^19x}S<7L1FpN*NgEvl9>&VlW)?w^{bws*|@bv#A4(7r&Iy=c38WCL&ap= z?Zhe1${lTH$$e@TboP7~R}I}kLmOrse;dP~)YlbHM^P>fas1daOGE_fC4S7Jzkd>x z;6pmF40x|>WCj?P!|HS>f3fzNY|P1v2%0ufo3yO|^gum^{=Li;a{AZV+-~Qpg)!dL za7Q$pl9S#|Ix4s$Q=Dsyg4ta_;n)+DO+KhU=&7aF*^ENI_RqOiN-J!qfILs0-oSJB zvmqyr17?AjR;_a@#V<1GdNYn12JEm}gT;VbBg(I;#G!8ED7+nYy0FeC69u*eA>|n! zCPS0I^p3xNr;~N<<=`(s z1?x7mZ!<4h4FJH!vEt|Pz$^g|SHKDJA|bUs1bF@a;>@G#+0M<|u2B=XjP7qWunV8> zPBR4AgTdH$XKT-(>WqD0b6iQ74E2MNbJi64#2$(ghmk{02U(eH=5YK>l3J`vUg<3- zXaQSWp|&GLHb{+lbm4MaE8x3X>i9)5hCWQFrAaW&5=K9RuQ+=;uA$j$PH{<4ET;;W zBo`OXynwyh6h!MI!&Mc9u1jzntIO7?w-b@Y7_iNe{g&yJNBxawC2 zei24@NfqzoDve8FE==;g_U_Q9kHxP3he?RR7X^iBsx7gmI0&36|1J?GzF)sX^)d8f z)FSgExlG9Kn#&<+*b};aOel;xUPPW1RIkTer?c0JmgH4pt02gl!8)@X`|0tudz-$B z!~{7my9$%3xL}68NDC{@71Om+VoO*Gx9nGr?Po)JOn>zDdjdvjG7FN<66diGZA>bS z+S92(=^W;1#qNTrLQd(m|8EAv<@MOGXW$Lzge%ol_?CP{6x5#| z({Dx3AmhB=!`3GOQ+x+_j4S1Ce@y540oy+RGg;jwFjo94hDo&qJdqn1KAmez9ZuR4 zEIlPtBYOV_5g#FK)Z_`hBS}TEj{u?H8@#b;rqJ}cC>`k_Gs)3H*ur{LBlF&;dOt#I z9r;gTDw*ZPuucP+N5KlJ3kJBvhSl=~DJlxLpV61>0$GD!5;-!(a%KbL@U-O1qQ#Fm zZEpYh&7-S*(tDD8QOQRJ^`uXn$7kgwcwEs;CL5|FSi@o8Kg{}|TYX+BDjf?h-HF*4 zmc&eI%%wR(qNuq1nLmrZGG$$?%-3)}&6HJ$UZ zMU|x!3$)jqc)U(mKR};6vUyJdqx#^0(+TedfsT5{M6>Js+^&;>fH~+(xQP3*Tfin| z_QixxAM0~#^4rcL8|w?G`K1i1)O8;}Q}ui%^3>4v&&q#}Ot8&!`Lf>sI_r)0?O;Ml z;BGzcrQ?4$5^=qGuo>vuEDl(MJ~;V4G?;by?61AOKwrw=&Wd9*{nw1VQlZV~kN<22 zgl{}BJbg}x&+7z~1m3ERx>mZ5tOB47W&vLNly56lei>cYYH?ZaFUi#b+0ZF6|9jv) zufGOfxfZ&{HZHX=Anq>%hK(!GjMTR$n}M^Z@Q$}-r#CMset`Rg&A`S@ozcC>#cDIe z{Umqd>~^E`mi8sP{XDUl1PXnfbb35rdfP50@wp0ueWO<6d4gWXiU^!OOh7N39`Jb# z-Ii;6l*S+Nn~hEbp7Gyy8n(M$u*oi1b)eqa==DRjiBhRAa^rr90TUAt|1RjBp2&%j z>siLj^p>$}MHj~vD<5?1t?PAPMEJDr{IOEt1*LQQ^lfodEzVCz^X;j8;|O}p`f_Nq z;0GmJJ*@T`Vtw>e$`U+%;8}gxcv0%uzd2riTC{qh7P&2dix(PD6nJB9eo28|8of-~ z3^+muh2B0nc@{%g^AUijx5aaM$Md!dM}Qxd)hJ|JMnA>g3;v2P7{ zLgu?F0qYZQWzg4vmivZno^|ivT_?@{+YM&-WI}t@Er(h!XA}P80sf~C=UrFStVUyP zn_-_i^A_~V8+FSYy_=G+)&n%2Q2(pZ9uK5MhQoz#KEL}f*Qlwfxd08^XK&DVoOeFA z?4{ea07K~3t6@f%#mklRoM+`x=L|OK>-54j*EDI*$VYg3rrxAstWmtQ9=DUQ%y~bg zWY-%OmIL|S_T9X$9g?_?kj+l?K6y!By4+=Ll?^f(Q^hl#_Lc%Ss&3F^iz(y?yS`;L zw{n07RRi{DK#<>!$w^C|Bn;evcM}(?vcmD4Q>=~8w!9OOf@`r;O5&3A3GJ|tKIYlB zml5(7JwOfMQr1fBHC1fl<{;yk+MRGkqzRY~q+Y}5Kk0N4`ffD(AQP{}9`Qa>73RHA zh5L@AqdS`qR^oPwqbg-^?E@N+S&8=u*ij<%+S!4KDCZ>0&ZV&kH5@>BM=UuT{yUtLywF@1tSYl}XgpK>$T4 zgp$}MAZ8bBRj@K-x)JPp?N0cTokM%KeRp2Z_dz_J=?AgTNL$XP&Z_;!$zKs*kPipT zczgM%Nft%(iQEVuiwQL}^I&6+{u?2ZM%RoH`KMw3>+8k+aPaoiwu_FINn6|3d{QUktax$Qgr|WWT{$xO+o#z*SDB>|1C>^<37Zgu)xq0fsi$?Kb)+Mo9xui@l8NV9{8b){$~Ba5r&) znp&#Mjr(^pex95q$JX{}fSKl7v~Ie+E~bvcYe*k_Bv@BPL|Jt0XBGCB9GTDjhN|40 z{8(R%9oDf~bt~>sC(ti)C*OgQdI-Z6P4?&~jLUgX>{$5}Ddm>}pxn_jaIm0u)MR&0 zg!q|l65CJ)A#%pJ=Sa58B!rO{axN}$k z%>Rt+;+&_j`t)ia|I+wp3VZWUPRpV+vr_FP|5y7ZWM%)TJzg*F?- z=`@Ap*YcLq=f&qE;%Y|O3G%5%__W(xjAM`OmkcV?5D6qJe~2V!E`1+kC||oqKtl8~ z{jnOiDfwT1;K3wTl}1mjYuT-Xm~4zI+lOZ4EvI?qTHL?QtN4Nb#A2UY=+23oN-ppS z*X&}dnUcdd-daT@VOU?Lw5}uWH-@7O-6(yJ#7wfjpWN}q)#Ev3`5Ho89R$n;<;2Vi^Wvr=`uF7Dn4G55 zzG9-o&pS!t&UY?d!V21qvZ@|&lO?Ubn@=Ic{} z_A*vzw_qm4jGqWt=lk9!%=&`ihiV}VR>!SS#*GoLEbN=+ zUZ#^p=}sY9K~fcwB0@)(hHO-sh0jyD22$?+K@+H_QeV5pM5n@>5ql>^^ib)`$zAck zGxk^Q!NU zKTxC-n+7uURyx^*nb+pnN+y8S`M(>Y%c@k_<)K7H^=GP__o2>J-$A71C@w!__SnHZ0lhFQ{P|=;==th{TbaSrG^$KxNPZbYAo=rD-as+k=H#RK&HMc z6}_ z2sh1P*e7Z9p#vH#A)4mW1KN0lU8uf^; zdJ3oJea7W%J{<`|Vs%?-UFv5UcWTpPF=3FhDrp{1aAC=-crbS3hwA6tuC3QN|1Tg` z8bRV20fZt_4W?`qYj*Pfk;uH`p<=}Vh6nE@`i{G0yRP}-n*W`eZjuXH$!br)l1y}m z&wZW8xgpRqOJO~3>K5lv)JksIMZm`^(FaUbmafc?nX|%S!Sr;+W#ehrhc+TuSj={| z;joIU%|Wnn4m;!G0*|8>WP7+9_cGmPn46K^Vag(9L%-P;&k$8h#%xAw(++=2w6rR( z-mi-S=Frs@`_;N7Cvi~OrO)=eFm&x(kMKtVc^V(OeyoaQd5&cGRK4FWJ1E{_81f3C?M z{NHsx-v&?~rhG#b7AU4-D6`3XU+S+K<5lQmPjQPY$C1)4W zr3iK%&{7P5ywN~U)@muGX~N76=lkm#X*Zu^*u!Jnq8n(}|3D||#kyER?x~9fI4LP5 zq~|G5rTvhEfNb?LRCL)8!!=4X5dWtU6- zgE&9T|JY6k-|vL;SCwC;Nwtt#o51t~9}AN5xDr;aehGYukv4eu2cBwovi|yy1`1!C zk9W*0({Lk%L%v}#Xj)Ae#;%Jmhndzowbx1o^-cGnuCeLRD^Dd6T@^j>jXT5lQTEk5 z8sgQdr=NF0k$;PnJxl5_m%yU01vSp$8Jxr3kwx8vC0Ga9g*q*C<~38w+<(F%pN5bf zs9EqadeC6nunGtfo$w2#t#DCNLr{4lc+bvoT{09$WTk&1%hoiqk}hd{8lD~F*@#v>Y8aWF#Q}W5 zN4l6Y|LOX@F8pWN2$Y4{{$AI>%SPe8#wYx;FWgh5+D5r3(s(#5HwTk>#5iix22m-T z!aonX^O%1v(*&EE$w14Z?bSf+yCvzdhX|aqf6<<+b|atEW?6KL%H;4FbP2oa=u0YN zSD&x8^yWXW8Jbf5ND(@$u-x^PVm`5sJc>Hb3~s z6g33bU^t&#AaVMA+@G=Ls_4&~0?iP=#@d%}UB%bxAPxMfHNld_2b(^>B^`aDEaL_h z(Ib}c>ry=LFTNd8B1etD~<(B7HE!NpU++Pb(6hlt3Z; zn-emu5TZ60SzG%zG!p7|;!3Euz&S<<=~uH%cxl+zIJewHp0LgmONE%jgndG5+=iF~ z9z(3p{T2qmy2mMOX!K$+7f7wXeP)t(&pFq$MPq$(ZlB~bFO^3`H-3z+U6U#66V@FQ z_cYwEmns~GzAeyK{2!@|nL*CvrE&>0H1Q?3iLv0|)eV|k^$76uDX)a-)0A3()?+lK z{=EM0O_%W{zVM+x2-^)!I0^7l*Cnvj2Mv2c6FwZ;*o6~|NAACU55&pR_5T|KI8O-O z*Vrwv03FuY>f6K0xh`j+*V=$53kUeUUwTH3m#wBAI zU#8$R#LkaU8wped=>I)#nbZAz$;~VCN$^rw3fa^To)|md=@i%V+DhNpeJ-xvuk8{} zO};iCV9}jMO=9~k#wD*B{MoNk^mM$BB;L(MjKv`?SPEG1epWr$1XOE!6R!7qF& zbaX|307MiTmJSgCVXc;CTd5gh(jg#4$0 zh5%mi)Pvt*nRFu_ZkX#zAdhz@ccBUw;bx+xvfN~ppG-LsWtA^6QXHk6suLt%GV+XABm`WV<^lkcc=&jez44W`B3HzwHhFXXj%D3@j!^~= zcjWi`@yDKp%N@q`p7l@bJzk%TKrgvOe<#hbK|j6fY?l0(b#1Q*mbJg=S}7Z@pHM}S zI>7srRnkd*`paSmrXR9aG2)-gM+2B*Wo^!iD@w`gZsLB9t9TbIk?%*G-6mKd;}vzgS-AyvrU_GAyt51^P&=0;kt{j;*19 zEofwhQ|F_cDg46GXtiVWGkn~uuF&;yG;ZN5iLyI0H#cWCM@tXdq2YMA?|$>zm=Op+ zAq7o47Wi)H|C~`~;~1uINj)sGO>-q@Q3xE}z|A*wl_o99`;QpDB3(Y42%g6tZ;Zmv zLnx(2ZN2|$=`rg|^V;g-es=*Qg{C5Bx#_v7!eVz`a%qyk%85*#A65zla9HV|elu~i zFKQ=v@hf#ZN9DOJZpY*ucv_NPRh&%Io$D-NDuX{8e#hRh|JAuL=y)Q7iPtk`i^W&U z6wNIYj`Gi$iySbND5icL2%BCL+Q%>&Xx#7?c{cR@#6#*UOt#?B)RQr>k_|wQvK`c3kb3{G`4-VYci7GC`z~=NC4qLk z>Z0xs7ruoS&I&Q=tbo=)d|1&?VKer{>sY{<7> z4`B|%-L4BMCyK|NU{`^D#2!x8{${nDBex|DE{@0n0qwKgE$uCpDAhap9%cTr_29+> zl`xFx0&%Z6Qrs5r5Xz5>{=1^|-wng!sIz3Oa9NOO)@C0hBI{CIixgcsvJpG%pku7g z^LE+B8|RRLfX?mUcEFSPa!)QGsl=*e1OE5T@!~V=`DO&ZZ{SFR7MpKbPg5LVbG@0I z=fBFnTv8j~yI1wQI*(l|-UDr^p*MV95wAu0%PJ1$ZGWkWfcE@Ec}Eq@A(bJsg5b) zf_e(|V#ug=3*Fy>$O%Dr^z7RGZZPOZU0V3~K)8s&QI(3iHwrn?4}$#4@#X9s7*PE; zq)JIi(Ka;PD=V+sdOEJ&Z#%Afrd=Bs*mxYD`S)m4)_yOqpm3SK(7u=LGd%I6drSMD zkF#C3Mdkbvp}JKCodSztk#-q2>!+cP^B*#_y7Mo)1JyLb#ZtQWY4R#f@Bg_q98V98oc*GCmjDlU2-b=+H>^7d*Au#| zv${0p;->PtiY1V_vH_j8q*c80CAZ;fOoWs*9fja+OYw%7V@e+1EYeXUsTvL)2n(C^ z($$>|Sy6##_0A^?Q;2Wy3RW2SF%Sgx3w(_aA45uuhj9S`!3^7NNTKy7;kTjvi=gwR z9*324bN>+|m)A9?Zbrht=uHxEzgAQKO7kaxMke{`=#~4uMi*NwI3hl~^?3qY6x_JX#le%QNT~aI*Iq!tjnywM#^@`Z_8>QpzkRgpe|nsJ z@iBaR$Xw5`tBbp+b8PA4k0L%m_DsTEA@gFG$(NA?iBz{k^{(#nOX>~i0!ITVv3_b_ zj{|#l>L6IROl?={GC$CE(X`sPWUM$f4EV1t4A_?mJ~GRt3ZL5oaKl~urCS#MNN}*} zQ@q;yIydD}udG*i+NvL=V?Jft>;W<{_IO*MALp?^DKwl#_}K7wo=|ncIPu|_I3D_3_TOEBa;o%ZPmo)0`tlV zgaZbRr9f;+<7!j4A%1CX8-oX&@5mxm3Jwt2$qf)J)F>qEu48L3`jURa6G;ixV@Pv* z2^S7p?gCu9T-xWN%3#Qy8H@!AORQ~s%PTpHGAfUc{rg)!rS&;Z3@`ni$3CbREbYlp zotb~@&>NPp3|tKb%=qcHlOU#Q z;3XA$DJf4ZQ>+%HoXp7(j{H7BNqDfax;;Mbb=@IpL7%1hka(RRvt}E!gDi%xOg29c zF}as6zpoafU#4|Nljg7bFvaWU2Xm5;0r~q+TGn{wE^p{(E9Jq6Eeysdc_#U zDi`LxS<9dD?!>vVmA>mwG=t&3Y=BHBF)K}7rMdsLuJ73mv(~{zPvZSWmO!Gm`=>AV zv798oT(aQWjeFK-^)2(hcJmp1n8y&QwwA(B9d&}#OO#Ox9hM2JVZXDid{q0hLcm9}V zL+t}e-Eq;H#!h_yC>c{#xQ(AoS{+yMVP!SKOA&CVkOj|K-_~~CULFIUpHZ89!ai|& zNyRg1rhSD2>&#SSl0?y4@E2Iy5e>Lrm_{OVM2%BJru%dW@`>~dYPm3@_^W%{RZ#|c zxNBoRYQV?zkaHLcnZT;BBgx0I!rUBJMA)MC|V!xBW~8_P)0IYNEizP7X8B} z&=JF@rv%SEdS4o#za0xbVteeCHq`Nk)AK6q%Cx5hElZEm?T3~1ey&Z-$0H|31#C3F6JU_pIkZm(eHiF6ZSDY0 zM)@jM3ve4i`2ku-O`6cJZvBzd&hHxY!`$xwSVvhnHx)OM0p!pMhyy))Xr4z^pBr4= z`99XmQzpLA9ot+h(T-IMSsb?ASZ`rx-N?FcB7yly0n126QaDq~0RHadB z(^9@}YDS&GtGlryQPXl+tki=$b6upT{8n=rFw<%9ElbxDOw52X5g0+VrM7)k*AQl| zP%#jjN->z))MV`qZ0d$D|EjbKH53c@ZMkcU$<~Ggvzk_K&jxePeG>|8uvN(?fZWWOy%}D@tXThpTV(r>V#q8mQz(5UqRj?+P{7o*%y{xat?UG z%c35Jg?N6ZB+yZJj7UMrR5@79^P#uYHui>}diic(vc!hd`Dr*wYee4>jJm|wWzn{YWiVNiAmxDWO|7P+nBRrGpwNg0T^JdGEsR_JG8Hy{n<@@u%)Yk z>YDIz^ufv%Vs8{xDus|#85lN9SVF|D+AEh*hB+;m26V3@QgKsXuRgV~PAvKK_-MD! ze!JoW;JVhNl|RB_>tMVFjCf%lhiCw8;w2bhLDJLcf@BR28ir+UvN6KsX!zlqj}1^Dq_-G@ZfZv98Nl?uLq8r?oEbU}b-r0dYnr)2Hr0xHkX4;hM+1eYzF7kSW`csO0gWg~Aq`o1= zcq=xICuXvNA<8X-iIvsX=N=9B94@q0U($VL<0m|?s=%iC9b8u|oEY9)7QBy@)GQ%) zFjB8Ah|_ywhv2z5pJhN{f@_v!>{kYNRaL-xh((0acjNxIb{_?H`cvP)jE!OI?YYce zpHOu>SZkZwMPPp>vgZ7k*PnXVnx3k-E^pT^;fM2e(2{Br8YZ>aUMX|ykfO=@ygFA* z6U13r#%j`QYuELAC_^zI2Fwv$^bV{Bsh@_}ezTp#0ybCc$sEWWq0CLFELR~%(zA-c(q_!@(OQB{0|he_oo z3VVV6PYSb%iltGUO%C)c6sp-iz8K-tHd_{$)h5-VOPA-vpQWt2b`b*3i{E)(;hyK( zduh58=~qmK(&`YM_rwN_l79=KL{b%vJmze>f-AMEnF2bzS+5kf8R5I0>l!%B z3c}Qz=q$?SGwFZvKe&`)t#f^FCE0mD>~mdFx5+VT^Gwjs!LngkW@YY(ST5)j1tWl#b$$d$4p znwqz|(;rV*P(swthAHudEP^pYn1+(haS_H^Rb0@Ds_dgxMsN95CRYeumM9IDFIOY(0S!gY zznkv|i>SYH67vxaFjtDZ`qLz`MQ%z454D4zEAfMkwA4h(N=fjq4VRR+dG)0@!A$zZ z%5!jhDPx0FR)PW>HbmV(T~BYQIxEsEg4Hw4|_*`fW$)4en#o6dKR!pXupot(~UqF*kr+ zTKjE(ym4&|NW(vobAbm6mRU{4AiV*{gOPU9Uuvq$qn@LERLs zQCky2&x)dxG3#sXf_fXio|5fbS(5E90Qx%~z;?Ef-Regw!-tG*H3Ob~B&pakni>x^ z-geCgX*Sg%(@+`ebj~B0@wUn+xs5q9eW6~Ou!EhC8oH5a%72y==F8F@-VgUxH6*xBt4 zC&SPT1kg)G_f5>-R9tgDh6ttL!{=Hy4OuaAl0_NWBvp#Gdg639c02k|qTR$54G_rH zocw^X@>1+8pN6V1>@71Zxq0j{*q9B(%_Q&!@kx>Lpa z!|WboxBB%_TxZzp#S^+CAEHv)<7;cdPl+HY-YX`3>mTUdZ9XI;`vj2)ZR%G0aH;o-J}eKi z&axio>#w^TgZQNweh1>%Z-;N=`1PB;iFabsqRI^y~}aeSDDXk#p!yyW*8a4n){lnQm)%G{LPeqZZ@7wVus>m%!Az8L#&>&JwSQ=`KF=+e{6K8%^g zR@hw-J?Xtq|CTbv59pD{+oMGH*-?OV?%D0>xy#P4dPu2= zs#1Q6Gb^PBFXG)dT@a|PV4p9jZ00aCEOHq*SpPSu46_1T&HP8zoVEiKmt@4d3`?WLZa{u_D)r@s> zpxHNC%XfoThKJvt>OJoX{Y$I3FZuS}6ki>MGWf;(rNb4-Fxg4nf)^n6nwZfx?}R@J zCZ(B@>+K(ATlK-ssmKd4WEoUbO_c>SQSenAo_J72LAsPYE~BpZ)xbHoNtT-w;!Wc! zO>hdk194B?xG9Aw)F0fAkVbCuW9{+$&zp_9akHPr#!)^AUd){5*&_#v5QuG;1U}nc z<7(s)+9S(Y!P?V3|Ll{GsjE6Tt&rKVEaKYd0CLY_V z2_+wdMW!FbG(J&k9v>9!T==@h=5dH@`v#fou0=Sqr3*>$*_#JFfTx z#Vz~xqqgDpN>3_ z#he+i-U!`)n|dM4UC7ev^tupfc@yqoW?{MdSH+-|C^B&R&ufP#^hc$)265KLDX*c} z!=+RhuARvR@K}8H9O*BMwlhhwm7DXYF6@=;2sstS#k#dZ*VvEtTWmN72m7d_eL(jb zTBsAY5~U0jHwoSU0(UA(kX&~UNHNkU(QSY5i~RYfpxdmp+3_25vf~J!>Cgx6FnzBH z&9_GR-WAh@k@Lqo+Y`h`2J|EbfbLj$uQZ8u8CT^>UFjNGXf}D!C#6<_jVZ>#D_fR233h@6Vt4d@>@uQnMEp;jh$HD!U{(52Pw4V?zsM zXp-3MoyL4*!msSjIY{`c0p&NKKvoD*$oE;n0nRM$aV&nm$1xyZ(p&l^bY9_hLdRG< zr1*y^Efi{5T9%!jU2n+NH)N)+D(X?rfR4V3Ud#s9N@sYbb?$o`VMXD+%7FMIS6*Rp z*ZsBg1#Pg}!f6Gi+=!888ICO&;Mgk+AGh4b7{u*sFJ-Icr5Xq;z_7qfP;xXc+e@!} zUKZ@3TcWxQ8Nk_?a`6N$Ru=d3VtE)#=oNL1+`1d$n7S$S6rrJMI?a^DE_Tl>FGt#& zFpYnbWv^imD{&a#{HQfI|Di_g%8SOE#+m)obJm%Z$Zg8S&N6pAaBxn)mIeM{u<>6Z z)<6(K;SJ+Dl(PKb2zDIXmguW4GUZ|#?hZpP8C!~9l=ITW%l96d$!$vI25-(t39E3h z3D%syq`&fTuHe>^;C)%=bE3O^X)MZo3J-;pXZo9Rl`BPNA%&Vi+yOwkH>qMN!)+^& zX87;hddGgcf%iW{9k7NAt}ws?`}sD24jFR_)-LD+U;aq~7T_wKcYo?mu+H_GaW`aO zQ0kbDFJY*lht}{v3*!8R;GQYUv1_&uHoOg@uo8N`#=~X4vy*ujybtB>6*FuGUT9@D zen*h6LEx1AlmYpg?QYQ)?bWc6M^1yQFt zVEsl|8Evnd6HkNUmgY<$?5mI#mO#071WCDU@Vldkr zds71MqeZQb{aiIiVrH*u3Yxj%(>0@#C$p2B7?6U+qk!`H^sge_YN>ZYeyxBuXGR_@ zRDj9y;iy=mqR}_no&G{CZD2vd!&tr6etTqRvaX;%J)NxUmW7Y|)1XXIs4IKT0fzMSP|OFfx* zNs4JU4^ecpsE4lHQ*1{nB!X}k&ur!CmN3fihgtK_WEIKXsvy(CO1pdq8rltYvrgP@ zlIWdT%nWBfiDQ?GcN=o3LdFaWr5z^=Uy`ASZ0)ssa|^ z9shz>`eMR^{UL<;GtyJPm_aJX5*@{PFX^kfBc)h@t6Kt-1v;wU1MmsPO3U{!RT4g! ztphC4U8f8=c8y4hbvo1&$`VkNwxp_D=)UEonjWM}&)=P&xzKS4>d%SyQ|kTcR%$$E zXFrNdT5&?RfSDLXM-=R2A}YrxBJ~(NwnuFwiqn$6vf<@K&aExH`(eur{Kc_IT_6jc zUhqAvT;V_6<=2j>EGdUx7i6x}cZ+QDt}6*YWqTSQy1rL1h_F$gf7Eh_7p$nJdb)J} zExJGc)~cZ5sSWLX9%>@5rzlVg)2Cb6(ZCPEx%bB}9GCy2>npj!#=?XMZM%3`+ffLa zl|WJ1b*e%~6<`4gAHS={Qnb60-p)=+M1jgPKqNtELGWgyEpY*a*XHH1G7wxQPHv+i_>nqm@8^$O3s^0q?KH}~1u6gI>FO&Z((;|1 zwgwk3;PYF}{xZVylPZ03Gx>LZAhFP!J%haH^EUd;d(q4HKPD&L?l-({it)N5|LrO3 z?o+}hp!IqEyvMtTT}o-uOX&6|r$_I*1^a%F+WhW+2oK&UvTY9_z^Nd;15_EsxZvp} zYC06nXov0+NW#W%ZR0__f?d_Eu23Z*e729Ob8b10Ksqk)zY8k0k$b1PkgBZaMo*cA zY+Fy1=*V967nq8tWHO?yO!BH5PjxcWv z4nQLsxJKqY=mGT&M<2_$8A1)9e&!HxB-WIv+c@kSbSSKg=4`!)w? zJG>P5`=C~2)wpm=P$~8`DRDwqf{KZf>yQ!QKFxxLe2Z~?emGQ)@p92Gwb2V+Wo}jV zeIY%-z=u=`K$>CbKJOw-L6vNikUhI9>P7S2S{PTUSA4(U6eljpuCVUL9+>mC(IkjN zdbiW-BP;!Q(VO=Ch?g)_NkUb-zGv@3DvFQ91A&yj&xsiu!=r)lrv5(cZ}f}%5Yc0z zR5^}hSWV0RqRnyqnvE-$q`tYECXo@m%D9GU#Yt_bs8%*K6z*as#Zh497DGhU)Fm$c z_dLjtw%j%%^u3&QcK4F|qu|zeczBXO-5$JjJzuWupl;h>EjgpRs)x-n$2-iw4ylSB zNBXA!MN|-A$(<>#8tbIQndm_H>5*4#i#GVC9K6+YMTI?rkz@=+7X;2 zeu%5ZJ8T~p^UlLeEd*yvmVU{9lcVT<+D>s=5wan{eLDSd{H;?XPidnvp+T*$s@^D$ zdLesH1KstUY3Nx~=Ayj!{0=-WPux$q#i1DRrWo>`J zj58inzCDRne31%6hVg0j7MD#M?FhdPN`Z<1K=7A#I=w&CH#9S1Usa$c4#Ss0`mH`v z-mT&XBS{@@d8>#jGpW2{#~pLv<0XrV+kg1B*Safw_a=j%7O#0qg0l)FS`%`Ya^LwqGs+0Ub#w&de z=b*ufXgie{Z}DmVpCQ?+x#aJOa#QJCQk`S3U%v!Oq>T~=an5cK*74#fDP5cemASX<)q0^?afq zHw%0DjY7C29gI>1>As>2wTKsfw!tyUYCXS-4D)v<1P;+C6`M=5DqZCAx) zEjt>=uGOSR|4Btt`@#Sy%q%7wU-P4#{~j+ve|@8Ao7u7&t0=WE_*sc~)i*o~awKIK zZUeB_{HhW84qxW;_wlR2F3N&WEUVENT8r4VV(d5r26{TwG1pCl{>RauX%eL~bhWXO@#^U57O90Cf=Q->qA7L=)Sdg0hlT_RMvmFVPO^`sU0g^20n4y@6MHJqM zZ)E}xA_qeHJHs7@a+Vruu5{`s2K>HjpM1!^T3O`!B=+>$J|et%k1jtvp$zUo9`4U> z3h;zQW8#{~lV8u>4juiX&U}T8W?G*h*hQ%Dh|i(8l1yW8Vp_1C(uA%0-9(1=(R*lU zi>~;0o|{2_&e%YYxvD@egoX+6TsXULg?$+-GE>&lW7UsKA~2)`+lqOJ@`FrH*EFKJ z>xqo8C}xk(k}0%log?!urY!A2xwiYwBZV z0i??>`RodgZSgVhUau1_f@g~-42O?A`{b&+glORM@=666EH1Oi3xK-n@oy0tl(=#M zpSKe>2kABgnU-EJvIWscf-gKnb12wNF zsXkYD#JGc;aZKa*<9lM=O{hP(`5g~h`{6Q=HE-?ZNJe)7(S292|A=)}IZ2)j>OgJ2 zACe}l_*S7i{c0g+T&<6Er+o3Z#8ua!9~ZQHj#2Qn1uo3Swz40D%cnJ!5a6O6^rbIL z;;^7p1-B8?Xzi)+k;Ve5fY+eAqzA*}Wzbm?9N`Ys4wNt>ppi6rS`h{7Mc6NuxkFN^8Lapr z>7(&BC9G|jaFiJKEgF-Ly5iY#*BT5ZpRG_f^>-3BL|p+b??OGr>%)7+((uKK^#?V2 z%*ufx57Qe%krPk{Bf@1%1C!`az(V0P!vCm$c$su*aAllaqkQ`{3G1D>bpuJ1tybEA z%)ewfv!Msr%yld_++WYjzxGCnpvSIKA-LNTpwcwdJ$nQ2}%%1h@Cw^T#%DTxF62(x3i9+-UrXyj3o zoa)sgSwvg(Ak5VOS#F7;Lq#93Q7{Q|kN0=L%R{KiiDSJqk@eo=J4D%%-rjx^zxj12 zOyHLnIotC4P^a#nW^D8MfcL!%px<$y;M6S33lv%R%s5Nj4D9ugb^Zp9uV2s?COVBJ z*=i$;t}JIvuVZwrl~=?wVE(Ji@gXyRSUkjDPdbNq$Q@plL9;BfKvbn;Y)1f>=Zjmb zL`L*k4jfDsVM!dh0s8R@Y+rBo$Rf!>L%EBZ@SdJ5pKALuHk-V${|xM!OM9mvv#`id zZn7u2eBK+Jtwwt`n>>JK8NzKnU|7v>JV(?CttYG{Z~Hb`3=hqUQ}}kR?8+1Iex*X; zpgR`yzK?@D9+9;IGS=}9X%;nl$%Ay)>hyxv_zxEu_SLLteeqGGt>X_pfhXdSb5b(E zKqkY70naU4;ocm8dnVcwYcy*$QKIvX^~KrwS1lde!4hv^e8koR>otMGd`2isDgwd2 zX*)x4X4O9xwPIu(_oGAHpG}Ifb&M3f-~fvF7bmfvZ$Rm)H~kvskY+3^b9up7z(+kZ z#tF8bi-pSR$dqn+IyuGab#+`BN(81TR2nvAs}(^eBc+RiaR1qqTRL1g;1+c02mKS7 zS#Bi6sr1zB-KYs1WJ&L$RZ4K5B(v}5p5a7^&RZ#j-s&_{GCFhw#E5mDrXbOFa1UQ)CGJ~7<*FPK@Enj zLYOXQkWk%4x3JKjvgBat<2G{7@vd99~u7+DuLyX~t&6Ypi!1&5kCMzXI>B zFH_nXpzlvYn74RRVDfL*0FtywHk|Mhm5+aKboRE=0ZOlgDbdM=Hshc0zu%y|$U1Y- z*WaM)dhYB<3rw)f?eEV1Z5Ss=F0*lSGT8kCm{tnjW#bZEHD5Vtegfl{uOyrx6G4`Z zv2JWZ^)^*Pw`~w3?q0Zepu|iP=+(AlWF#K4J(CvPDJV6O4WMxyvtfw7lN;iH zWZrHh)gD*WJu(_8goCYaQ&1vu_>tJ%`~6n3ZCyQyBwlnSFONUB&c=1JofU_QSAqv5 zy7l`byp2w(5?Bvl2v}Z>(q}%etmO4_l|mFEnDx~p-XCe7J;dbDCXDrDoJ->cCI5DM z38gxTc_L*qUmybWeWgDfDQAfrBWC5%1cbX0?P5jl;v8vt_$gZL+QE#B4ua*`fNYU) zpW`)N!mm2s1UIY2a+bez0VDp{lBdndmvps{~1 ze#LiNCEzsdd468w>~Y)6eJ4A42JYuIYX}2=&L+ySz*r}GxH)#bulb;a_~zpL0m*p1 z`54ZfkHWk=m$EJdltqz~bOW>!dz-DVkOjt#>F7XFreY_p@iAU~-=M2iWPOM4h@i*M zG-wGp_P^4~7pS!Wg4j88DZn-WSO$QUAD{fW(>vOXKGRDrfr)y>?p^0CacwJ2<=0k5 zog^)Si-$FC+Ii9P$=i{@+Mcff@Vv@b1CoqW5;C5^@A#xHSJ6y6CUZweH9OLw=_wlz zi&DUAZiQE4s5v7z()jxVwUujG8Eg?KHj}1YNm?Pzb1!ehnI+TFIHfmi8GXH;>d~F@ zVfb7XCQHuy8mX9E@}5LQ*b`UdaiI$-0xvwA2jb>SDYm7nZXO}`p_9D%d2 z|Ne7lu2i7_^gW*A&}EKvDG|?}x^wT4|GA5n$v>}v6AebBlsSJ4Zjaeay75)oz9BYrMYm)6)&)g z4sIqxQ^77@>bZ5V$)!3)2P-H6RKWY>kB7nI=E0YnukVU*9g`&!jOQf@tUKZU_VWt7ziR?1#!=K{r23R9u@Cz>vsn5Yex_Rj zLHf}v!dj$D3r2mai_!p;P680uIft|ssai(0G5@{Qe7p)KWsE3qPfEI3Jy8V^!eFzd zS0X8%Tt4F_)jC6&zIk;etXv2vE&xXk3*4+e7xF#+^(f!&9~oVx;)Z zUz{H~Rgo|;QSM<>0zw_TbfwW*`@kjjNX9 zg%i6Zmv3yp`(zWq!pa&jv+L};wszzpkTSu&WO$<`(!^H(yPz|WQdXzh4flSk7F6^K z@+=p9wZ9Ad2Q$}`=PwPe!7rzm+429yOO0)fJd)@2o@M!f=iBHAtF=)AmBM5#VpB=N znd_GymIAtap*S9Hpue3K?8PckMrgr~?&F!VwHf=Rn*!NKB&)|ngF)V>O!#IQ)_8oC zwf)*Fn6VjEo+)lEEOMEtES?3w{+N+*^IT0jR3{axAl(rM!ihoDKxYaUWVTw{wND4c zwS?ib=QF#u!yQ2r@HYIA>~hccej=X+;|)YdvgYTJ5dhd+y==o0&X%{~BlaE_xSgDh zU1V}#Zd+Odg_pMtooRC6w!n^zO}tO``BpIJ`R?>WsIF?t=VV0cc{rxOUds31JEZhU z(d7Evs|Xp?2UAr*ExPZhlsI-+{XAxB=~`snEJB@!%AQr`5LTLFubG!=&X~-)?Z(PH z$4AaLyQ{VJ$fOx3&>@=ptN1@VG>C@)MEz)O1Y@BmPOP*(#mK%}ccjY)_hoOHO8Er{ z=U7Pczpa7?x-)kS*f0+Rw8qdNAWDZ4)xi^&P&Nfk{BfU}9SB4otCEqaIp|eYpwf(d z_oc`~&y(g@R*Ir;j1*EiJpjT|V9+!+567B18F@;Zkr!V;y81$Sghw6mw7i@+HFz|h z!kii!Lsh&V>?e@&6-TqRqy@1GWEbZEal1D5HE^F&rQwt_`||Igj~EY4ME%|1vz|9}xl(-|ot&uE*2Um5zFTdbi zUQThW8RgN$F;Y2Hll=5GY!gIn$i;=u*#8(ru7yP>Q17Au+GJ|{Npqu@(&o4J7EU7B zsDwLKTykSeZZtTJ8H;lcPwDq7Dt;nGOF%Guz~I;q?!C`)V_lI$)GtL|Z;0;oVBmf+ zdZWW>X%j~{sx+xaWY9b=SNx+Kqox+#>&LDmu;sh%^YE1jY9e7`xxZ7kB`!*7@bx&> zD3kShE?i_Ww&x3e5BK{o1lj)z7MdpOF&*>b5k(c^@E}Nr-+bd%?&~ku6Ak+l=(3V z+G^D_plc#@f`3R;v7zS+I@gt-a+j|8Y_x}c%=Tia%P-YM&Se~o`!aihr=a$0XwtVu zbao+yj=OC!P)kKBFNH$>a6_`?OtM$0d%Xg|Hk&aZ08;T+j#V*c05)2+tt2J;{vMCM ziu@W{3_qOtLz1yzo0BmK6t60qgY8(<0+uns?3$8e=Ol!UVZ$i5>CM2;KaTV(ZnL!h zB{~7K--xAUukXE6z%TfKUopnK@fHB|w>Rs+(;IE`cYldx%MV#D@jIgcff5$=`t{E# z#ntaR9l%peMy>v5n25$0__jo8J*BH=hek&a57AI{U_2JVpY|s&?8fUrhl7y>uei34 zVxw@!WcWOX=WY(s9DhzwD#bp*n!0=rhM=t+L_-)X9{WDYcnb|KkeokRJWPWB3J(8z zE`g4#7(~IcB+cOSZu}A>JTb*kD%e>>xp72IF%q1eK<>d@?#UX1-rx#B{|*pz7eHo( zG$u3ro*)OHj{RDJIGj`{&d5hc#FPw%K4!~z9_?(T#6Tljgi!Jg6_X86oQqEvi9o&(x1h{%(Kkc6hb@#wZ>jp zCMVrzL+OpYkZXy-z`)So6%YEcWP#nh;ifc_Y3YqQzuw2$54ydjqH!`_eWB$Sp~T0b zXG_pqLHR1jer!tXF6p48Vc>DppTcaA9G1M=b=YX~!K~w=th1_n52hnDC1au^w2nLn z@hFc(l?xXvV}=c);6|5=;FPt}+}dKyo2;}!l*YPNUBsouF2k?qQ>0*CpOFTyV90;B z)pkE4!d5mWmG|N{j2pPy)4*cJtj}eYUlJ&rssS#^|BY+{OeZmbT|bMdzU$iFU;mBL z^Y!d;-E+>!@PN$%JI8x_9{Jm8c_&}sr#QqrhsqJMi0V2(fO5h2yN5{R5*o8&%G&HR z@P^}{v>8lpxCIY;$n#JoJ`5=c``|SKg_)&*a?rXIp$!ETfkj^ya!l!(@idK17VSdO zOoqxX$+BDttF){!j}C)Ff-fW#*Ero-IT*&i>SQ(&8OB6Xu7SbEcp}5a$lE@sAxI1) z@>KN{P5toC_7*RZhJF!Tx)~sQ1@Z8F4&8{If#nzBrAOA9kYF3ML^8Mum5jneeX2fS znc4xf^C^IyT)>UqkeK6GkH8WUKl@YHz_o( z3?lQ-xJ4mz*M`u{C8QfZ7-N0*6`3FiFNY=7AwI~>fR|c z>orQNVB=l-&>>&?R79E)Svx08f-H9BQ+^wY3!^kgn%lDS!m|ye#J~aE{X5myFCmfTJ%aOCJJ6jf7#;AH@ zJES3M*M1u!+NVO&nQfx`MqbcyoVUjbu==6z*q!KCb(OS{g6HLa*wW`MIWT@_(yOIk zr7-KI%py`-K-o5RAXJYoq|1}UlQU1YU$jb?^PMLL$2H2?%r2S#6*vfQ3Wz28)RRQi z+MOTQIx>;|3N1EhQNrq5E+3Og;;sU{a&L%RPS)xCZkf&4J1aLHbnV}j5nrj@XfJS( zz0+k{sjc&F_<^zeEAvzBE~tlh_bL#pScaf)Z1bVV<*1BQ6K!tF^}M50cme3JGqZsi(a+pI(ToYT?soDDWy=*N$*$KxT z?!JW~9JBSHvYsryGbQ@>0HKlCZV#c=T#8e*s`kvfP5Z^BQDal9u+=^>rUNa!$Qq{c zEInu|Tr9HB5ElMbZ(GeH3G4m1knq1| zlD-9|bvxiOD6gXSWl!i99~rF-|5X>gn}*Gy=ZC%vX+1!h?m&3rzUy%HGaW)rNo-c9w7pEdlWz=0a{rjvPeM> zQ+Y@cwV5&}?(yNxM{H4CkQ>U7CGllOKhl0MMObm^9yUOS*}D-)gVN~Pre2NP-3klKk!fHIt9`vOH?9&%i(S< zmtFc8-AYJQiZU)4X#f4}{V|}Gw$Gbw5eS(OiSzBU8#Ju8kueJ3r?*lO`~dU+51f(E z*0gAEsl(@kdll?h94*w~BtGwnc&fUz(1ZoVzu~K{V4m{^?x`_4Yo9$%LDw%4hqbD$ zLK~fw#o!R%!Vu&k)zrES%umxO!sC{B7b#r?f7_0}aQZGhN2+FUBEJ1160X1OhjrOa%Q#4hcU0uJ?Tz<_shaDRbJrL6 z=-8!C@z+1M9=}`S76uekUxZgILNQwQa;16{dg!a?{f`XBJyj_rj%(2;U_0Y2xR|!i zlPq@R(KU$lK$YK6IQh2)YiAlG8||()_lKA`^U<58?)AB4il=;X*5?`7;frB0z0vc* zq}clrK&FrDzk_4i`;Z>f`wMLK?t+X{o{kB6xN!JufEdg9(AyPh!oPOxIVT>ZE1ek@WIxGffv{l?<0tbGgb9BQug)p*`ruORRme*uv579WK! zO-##13w>@&qry+??yt_h`96YsQGriR<1x})2h2VSoa?5#LZVXqDtyTWE7H{@DpR)F z6O7W(ar`TEj-*vzqpbJO60vngB;qpx2gAEr0wn<^6BEJXY5tl{QJM<`p7F5gM%r)p zj~?Eu{$17{`qiA@AQczI^$Sf9fa?t|luEGZ3xP_OiWfEbxBMQQSncdW|2?DVaRQ_% zj%3xcUO1Mg)WWm{)fV>o5J!d%Rnc-F8IKF?V>xNqUX93c--iVcun6p9c(h+$*?P7{ z&OJ3UC8H4nSOG=6goU(?X5bdJgoI|lHFvltu`djk^(xa4L*dw6J=h)qjjx*jz#Ji^ zYH`KWf5uDIL=}x1V zlP#?K3C=~ffjAN0x0PR5ub*Eji+f61$>XibzVC#EzoN;k+_uZk2pj8lTH4f`9#5T@2op|#TWM~xHzyi)(tw~f%jE7 z;RBV^S^ypTYo}M#)kj7QaiVApL=JJcg+rv^BCt;WYip3V$N;>4ds*2tvD)tkHqkeA zKS2o}7dbxbPs6Emo*ruA`-9zR!O15)Y9W{`88>||y<_m`y*X=#PF5K6?QPxITOXq@ z=RZ4maF~m{!z`*Mo+ZbC7UU7FVkdu`m#lz#+WK_tZS+giCar<9zz$_rWdxy`D~I@s_{#X7Ee}m4hzuhy@%@EfRgg2k8^6qcZ}_)to*MIwE)qv z>f5oGqi|cIv@<}_rwYX5AZRyk^FDW*zids!ShaKUU~!waYYk4h#Ps`>OTI+X3ScHW zvB|~5Hvhq2^`g0*O2+Hid`$N!p%z@hw{wp^iXs$&66W9{l^?Yh+K$2?lh0^a*Dge( zsS)Clbk5l8Ta%K01`~NmN*{D!i1~Na7BAIv>UjEW-L<(6=|w=n%myw*zQ(&=D?yJ@ zYH}a%XnU&6q~%RH=%=VeT^$2#4XA*J-zUuaic)ehE#79ga)gI?CYlm|e2OzL%lxa7 zK;2ce#p6k^X(_(LY$g!?FD3KokAZZKaERk9cN`p=fd)z|U|9uNbFkr_ky+tqmJM~s zzS2vhz&{s{C9gP8ZEt&m{MUKuuZux5p9yB-dGNJA;g4I3@es{sG9CYBpfAV1K29`e zl+Yqg5di*l7&zfWEdzg~#voYM0<{k-aFKS_4H;JwNcn7qKnhHB`-iX8ybgiyw*p>s zzO}WamVJO9a(?;QCXj zol@VYA8GMed21P3pR7B4FBjXWjH1tu+5GuquI3JLk6y~@2V6*VW%KtDXo#B|fpw;u zxDcI*1qYpA+ZSrPta)>FInUX}iGV6?sR`Ukdg&bVWSS^s7X9$w#uJZi-T4*^LBjQ) zd5_!f^x9{We`2LpfYxuk}p)FVffqc`eIRA zLzyp-K(IKd+@R62x$LkQiADy=nZI2XwcKhQ+BPm}R*x+rVJ&|N7jJLndhUJSa)HG+ zZOzH|6S6vA2>9boA{{?Yl8V8#BP?fvwk>j8HwEi03eQ9)ap7vN1@^WJ@P_il4C#sg%(pP7uk?*<-rL7y0g z;jd4!of0QYW5_qmhg?d@3$Q43fg3pQw(B5@teC`RK4C22&?QDfXEqP%bNJufNF5`I z-N@okhI4$3JH`HiQhYdb>62!536eTrJ@T_M3!>xCu&w95{@#qPCA$HPHE9SGYSWRtO>ob|JnN_@wPnWEBCC+xac%~kL#|CK|iz`bd=ACaU< zkq)0hc=BsKqb9M+`s29mHyG&9qQcx*ipO~dGkw3^u$|E$xturmC z2qs48!ZqWdj0A!M=ylu2lc)F`&Ri3CKRW!r>4!I&?0H2| zQ;{r-{J`CM5S5NoqC|@4t!VP;Pcg1*&r(8tIUPfQ(^7#e_#UG~Dc_?za;uSl_zw!u zAzfYpNF?0n#iUFE-Gf-mu!-Ue9s0%&>ElIp)S8E6TYo#rum`6#p>ihZ0#K^Y1jaq_ zSaAiU&-R8PRg+y}a4$Mi>4|r)%iR@^tuEvFMX8svxFopjhSHFpl19G@fkTBab>W>* z==&ICTrh93T`Wi*9Hy*bSV}Ri%J0BLdc!~DSSLfdd0UC2nX2CZT0@5c=XZEXaZt<( z;l=s#aagUiMFWn`1n1#ZO#1vEr@@}xe)eLwSLsPz5Ma48K4n5(=VzkrMnF~KXRJ6_ z38C4!HNoxIf|VZItn{p;ALO;es5*d{#XJ?ZB&qAye)48i+ja4+`q4bkeZMm<0W0y`4EOIR^b5)yt=(J?kj|G_`)Vm| zp!f^7L}%nzocTQHdGu#nQX7_sD2;$fp`BcGQe!-XU@TK`x}Uv8xno>TYQoy@Xv}0+ zQsvo8on8`Rlx%I`WQQ$)?NFnFHeg$2qUth}N(AwZqP4EWmz zys*80+%7A=|7Ao_mEW#SQ?6E5{a{`bE%7{eubLLjj$x7RiB;7hlt?mXjcO8e=^9C} z2er%sY+&~mN4@HmYP83y(nZJ$fb>P0W~LuOORlZa4!k^wut1?6N)^GnUd0PfCF9#$ z=Gkn1lZV^;(z!MH=5;3jCveJ_|H@Er3PGLDyAmuHET2xYJqm1p?P8eq-iovv6UDWW z8AYCz#R0QLxgJXf5r7X!Pp%3Jd|F6_??VXKw2+;!e2MOrb#ne2^iocbr7Qj&N#V8A z0v35de(=wNt|Ise=+JTjvbtu@KS8$xEdnb5&X*zdTE;l#{<(W|j{_g2=a&E-sZqqa zHsIq3UnALXl_=)-#kl3Nv-o6p-w0hdk7Fd`$w9%7)8O_sB(9W*^DPdyL%sAAmnj1; zb+@@V?LA2(@gv-XZIi|0c(7@uEU&DMh5@}m{@x5B(VH}O0Xx^9@MVNX68=`aWXG@b z@o=fA$6bFujTu*SMmvNI5z8L|6EPl!h(3H_E8C7EdH_7xnir`~!0B$k$xobI@&CU*~KZ{nJoBRTnMp`PCskXMnvHyG=wsn0!WlSBc)T-q3b$~ zdYS{CoEggv?vgouVRt)6zh3R?mOl@H1jV;N#OrQ2krPmE1YCeX=*;1NQ3%)9*Z+>; ziKDYGQJ%7m+c%&-2snv-F5Kv(<)rFT@aD-W*Zo?Zwghb$yTz{BonKZhqCD_xi;o2S zjtCsEF%1N9k{xkw)cp7;3&H_UMFi?bClw()O6#$$5N487b$NRW=tY95+UBrchd?L|p5i{i+vjIf;RS8+uY`fq#i;~U=9*N*YnzC5l_O1#W#nHxnZggi% z^z3s4D@6ax3`!Zf$>@1QA02`RckR$6m0M|~D9N?`WCD&Z!R9@DeMtNzzoTG3ta)>v z?+@8e9G?0`GO(H-gc+wpW?&*O-oO7sAb3|BJ0Tvce79GLZdGQAE2)*&uU6HC zQDhk7atFgbJ_M{DI?;;{`k{>SKcdgJS3k@0&tVkygq!NBaZ`D0Bfx(UI$GBd6d05a zHYapYkzES2Y>K*+V4C_NnUCz%`=ysO?Cj}vLs2*|{&6C>VN~i5n0x*M^NS;#(fC$T zT`1{SLSDgT+Os)Jy-k-?7BC->&P8?NGoD_muk;#!xPj*(2GD5sp0rDIf@LZ;>2(WD z^^1$VJ(2X?FMrm2Mg%vnz-;$`!BX^*h?$l3H6{Li*Z&bBz%IFBhK@)U=iBTHW&RD{ zz4hWxXS<9gy^zna884n_(6t+1-k8Ek*19M<(Z@{Uj6W(hYaTM+)$lEN#Fd0w69#OS zx*!0ybJ5#v`O2*XK{zZW(&qu9Fv{%&6e0Nej;@{xAS(i+bPjJPd3M$Lc!J>51Gy>2 zvB{sX?Y%T$R9GV1JL)lADM8l0@4+o>O_sRwo1WmD^N&&0Jf@Hr{B%}2 zy;TjWro%;Igqk%aNl=Q@zXDrR6irRhVjMdvQIEr|GG6xq#0!F+lD$yHXoDh~6#)=0 zDq2s;{XX0*!a+HR7d@u*xCoku{n)%BD+SGi65|^7CD{ih-P7e=2CtxYQpUNvKK^O| zUfS&O$d3sws;Wtvj|=4cOh1x}n9V%VaxpLA=+f|wi^Rp;L*p54sD$T_eZw$U!KehL1?Ib#sD4axv0{HPBsER@`hVU~F z@xmXyiBG)$R__oI%)wtuTdc!d$Y8*8h{Quc|^Ds%v^4|aR zJnvdtS8p@Zvu_N;4$30phDy{JV{#Huv#2D91h*{5Xw1pJ8Hm}8Q5KC6%`s8TPw|*& zL_tA9WF6L-f!Vj-ySlb_f1ckTcXdq<2qGYg&V5~dO?P!IZ&%e+ed~LF7h!%;3R^9s zj1@3i6p~r$dlIy-kqTBa@<5>qVcM-$ zD5FT~iunzip@%cPmhDx|TFI9+minFyw<{nuoXIhZf(_(Of1IzQb98>lXR)UAhZ&R> zMZp)o@CC-l$A8d=@*_J*lKh|#;RimCe0k^m^Ur_MS2j2}$ZfaX*8jQDXs}_!hQ~bp zu_g!tf*|PsT&-3gbsnep*vYz2(YSRP>evW76;RnPF*MeN*6}H&T|O!oHqbd3;2qN< znk}Kb4q4rza)r(ndNiS!2`EYmhElRdz{o?;*eqa99Q+!8zNdR!pD}Q+4^s}Em4JElB}mU~L+()BE0In`07a!>V4F+x zgbW=yeB#Cz<1g>9^@X40nDJjB+*zW%#!}k_?KNUZs_oEt9n16?1^>}GmgDLZ>~+@S z&k6(8UZYrgdq!)ui<2VJKPwFJs+`(`zSN7B6rEL;%6>5@=~PjkFvLTe>Ud5x;-V}> zOD)k7DJmG))jQ?@qNTzL+Z?>EAuCJT!0cv+(xj!kRABM^djof! z`L6(c^?iTEng8|cto%=5(xPF9d_xJZYe=gaf8HgWmKX7?=HYcSoOVh&Qo@;uNS2iG znkgo9QI6!*nv#o73si21$0~#e+L8m>O|X>^)#^Fev=+wHT3P3pL)6r)=s@G%iY?D2 z4$5^!2WkXl;tO-C9Jilus$3VF=L9$0!?_n-%#9zrnwS6bMR?!3Pc)@|&$I+k^xl|U zS3qarW4kfRl?Ex&Ol~7iglTm&B&h)0-tF1IL$|var-CW_xXl<-^01DBiZZAL{q?>o z1iS~+5yp2gzQf=>4Q$}xc^ZE%1_Pb-RZ0_y^w39!k^3dA9}9j*P~V9kdK>q@F|j1Km-V zv@SKIR!IhHXSpUXc@p`xc#eY4qw_4DCk#rP+u(uAVQvcyoeC$s2L_(G{Gh9^zM4xf zy_AuW5vHf7pRwEhahfQKD3{AW=)?Gd&eIwR^}5%+j_a?#zQ3Bk^2#fD{p(-nlp1A4)nqNqsJQ)^QJMxhghlPH$f+nj#K z>#zpYD`sF-#QbI}>}YQr+#OSt_dC3xw1bxoJb>{aFDu$>4SoZfYhCh^RDl{#K&NiH zWHn*Fysl-%%{lQ>@LQJp4q+>kA(%MBBdsaCHVkeR!ATi{s3V;NJa~?s-iMsC{0?H-l}MC9b)};Z)LLRFzQrz*@;`3Inf~*aOkWQ)-A0{ z+CX>ABN=kI`IhbI+%UhXLN*xo!rv8MI}-q!6&T-@zWB`a>pHz=hAM;!HPsR-%_X2d z$$E@p&|jCUEQgUniD&AaCQN9rrc^tqz(4$??B$T!p3z7-j;!>RBK-P2eOG?^qLbwQ zSkRIc#o-LoJV&)7Y_lzys9A>XcI9`A0jaU5BohYJTFh__8wOaGY?n$iH7cLr#B&=DO>y17K!m<{7)qAGhgtyFchd_<_&U3Q7kD2f6y{ zt2zDj)7iLjBbQuq3D14*b072cr!wyDkjj2dXLEw_EY*iR+(^;cl#&b^ia@|nz9gk` zKvPr=?b9RNj>TH@1)BF7rG^gYiTX`N<=zmTLo$|;49PoY>41Yi7-Aif2{@5P z<%)2^p>)8-YbuJ0Vfv=!MBg4|WVp?pXZ#yKdF=f#nxJxtbxH??H8w6>J@XA4(NNW-U<iE#8zTyuN5}f zYl}WKoGVyzPtKA%<@TIdz^vc2xE;COtfnZ9TSjk}$e_k1i5^O8if~#{+wSt>fBJ2% zX^!%-H8+#2PkL)yXl~GWQ4e8Q=nN?S_lLho=0JHOBdbXzX*w975@8xtQuJ9*-A&O+ zj`5v-MJHOL6NybS^@?art(9mfW92-?V6_%ke5E9M(?Fd4C?%Rt*F{yzvTpAMCt&sk6N_(iR1VOcqBg@^OQj8;NT!T zcI-IfwDZqDpB+1Puw%y#-m|E{^|4NWvQynBE^zG{ih+W7#NxI^i|Mr$Y2BbRa3_7b z%LRZc#}X}7crArLr=?zWqKtn`lZoeP8ZV7-!W<`p@Q{l?;}DOCW;Gd97*AH!#)U%< zE~N-9rfitnK1ykyhaO2V%VTUM$M|Bx8oo=DR||p{Orr~lR`RD^@}(L1ij?l!47Z~w zMly<$=;@EBxHh9hjzsooB-ZeiMq4?X!|Uwd_8L zgDP3(2;G__zx(Pk(Km{B2*iYX>w>kn0bEz7&l~NznF0hm~%OuKap{WU= zC@@KKq(dL@Z#t|o&0c)61nl=5mo`ogGoq?jciOugS{-Iqdkm;J?*)iDa~)JC63uBL z?tR^ipfCgzZM?}|&Z@Oyg31kUE5Yfc=%m2c-N+I&jpUA|qBjKyXM{0ru60oc zk^%WJgOXUa%At&)VF>4n{`K&P?Y*-0F~6S3?A*DNOD?&jpAK@t1s5D4H##~;=leNN zD5rF83(7uXwQqA-#-_(?j6qwPB`4e->n;W=Y zh1+uQA1o6zpt~kV8AbJB4_hu!x7Eq&1!gwDeYiwkhIGi_#EQ`~CorBRUTRRwV%n$0 zgtKBaQp*xlrm$Mx{QL*XXvZ>qt4}be$Oa5^FO5-FF}rV&_G&|SRe=*Ls#|?Z+XAXP zJhH0Ao%9K&HG^9f(NaVCfB@%Y2#SFMl>^$Mzd4A_HNSHGMZD-aTgjHn3tAqE<~3Sw zIIXgm|2KXz?bQmmBdlwEcaGn(4BqQv9ZR%UQUeNK-uxTKIOtsTvyEdkjpO8gvaThV z6UH~I!t(zvsO>eRb%}`z<}FSJe%sPn=Exd)Tr3sff(Hr4G_h&qk{S7RiwzR^5f zIlAx$;y5U+AxQ+dCITLH5FD9H>dWl~U)#dV-zcv9^rfdrU1@LaZx?Dz0Zai|Dmu_O z0oN4}8%nbjanfgPF-BP1D3Kh~zz5gC2Ch_$`Yx&~09IuMCUnVb0jitebmWta?!*!k zl}odfKhehN=9I>}7+<4uLp0*zb`5SPr!<`r4@*>+*D(z2DG25*>%Vj{SIw{Bfwz5_ z);b8MEzzhJVA?Qrmb*09xHzdLoGb8KlFT3=8BY&k_(Uu;a zADM}w=m&iWKk#|hg3`VNc(=HLu@VxW)h((}ggXMT&~Akip@cA;(K7jcRx=bnRJZ!X zBNiP?&S+i&6jb(Uij&$L+OdS;dli-a8rLnTe>)_rfErFHQdza@RFRhi=#|R}^T%4E zF@x9ARPHJfEbXEbjm{L_yvA!oJZv$61mKqsDVzkN~(jp$IMEL659v zsqJu3Ie7bg29~wi*B;_^&$*qI>!v9}P=#Foe@vgu{ze_YDZ%F9w515d?Bqt4fd^ei zZ*_4J2`o2`tn*8ghVmgreTSjG9Y$|+@Ee-SctLfC)RSgqiD+_SsSwRWMR%#9xmH-u zaK=ib)ugb>ZU=Ox@Eg*1-d-(67Pn)W+vHG$ieyk8(;|eyhYD)DG^hTRXcYf=$^G2< z2OnYfL`8Rnxc0kCgndi~9r8evR~$O)Yh(jH*-!{THd2XN5TQT}NV>97h0b;Gq^`qlW8;nbR;hToDSWFg&bBErosaldRi&r}skk zy>H&j%PxEiU;pQi62JIFxdV*tw?47>&8fG-S6YiSpwaB#CJSqCzq$}#eFvjwG@&esS$m#)3RFGE$fQD1O7fuVM zsZ8ATJq>5!E0%xF;qouNmj8X|xxD7p|HIUo2Cr>N2QstGltHXmbj=~G^1fd z8oaur0zl(oOG+nf9T6>8uh)71```bVuPN7Fdo8D* zemd`a-}|1D;q&Mmo$qCy5L0@>dx$d*15@RK6N=gC8JeRRn%|#UyuLr`zJC^j($2aZ zuVZO#&PawWV3n)rpJt-YPK{RIQF1KVgOE@QM<+)=W+>V%BPWkJ%@xpt44uEaH@)2sgC8u=3 z*p-(RrKt>mJ|~!*6OVpSf*&eGY&zH2S$pbMyC3Si3<)I>& zH$B$nRUYxO^%zX)@{?bFM6}%e{5&XQdT)>rAUdbJI+;J3;9-U`& z7K75q1bzdXIp>c(KJiVseJ8N~P4KGQpHcVy(fR(&QBCQQ^Q;A>PDhgrDs;!eYGL2# zv8Tot-C1e0D@{i$3W|!Me1AwdEykc^2!a<#tVOys$9#E|>Ue=0L1n)p9kf&qD3;u1 z`q`yL2x(m!it>_#%DY{#N)fNjsP55}w+0N}rzszBXdfeQ*wx!ho#!3@ z^NalE>0iS=YYtVwYPZ3dJC7YoF+Rjggt6={(M+A@(%f9oer`l-y}@gW2`L`bqE8)= z`?ou$dQ7SzXjnSS6~Ub7LzjJ93{c6ifCQCG#8h>si*=#BT7a<56xF@L28*5*{8`P= zwgM-XT-RVu5l$)Q*K6WY)vIF_Fk&5OeR-_^n5&u*)WXQw1 z3U4+-WfC!@jK%3>WHk@JkrFKnWd)rY@_`Ul7=no|MIb=aY4uD(y)01OXrmi#tgCTm zJ97JZf$GLRw|^<0-l;LY&x8lwC2$8OiX?DvF`| z6wm$BO99yNhAZ&Tp2dwJ8FI-(*$!04#m$d`plSN0491nj3*$jn)>QXf%9A;M+fq4n zc-;w)&6GOYWnf_7h_A&_a|?6rwb#;UH2CUQzuMQ89-X7}OwAK=-visn6&HUL&isAg z?2rA>0@8QC``tYM`OiNJu%6&72BnLo96zq}tOcc3L3g$2GmEOBC|N4|HATsiS1h*S zlRs3W2*GV>RI2*!^k`*HJeJdVXc$wnRCb87dGz zXH}Q1YWqefTM?~g5m@|bM_kM$OZ8wuRx{M^cX68zUI!-cUWWHjiL181faL>COkmlU z5Aqi~e~Ms7NW3BwXZnBu1pv3L@gFWx-6zpI3w5lW<%)3H5|3E?d5D%t(0LKS;6sLi zJvqUgB^eO#=r<$+%J|S-E=*_p*c88|NJe1!ttqv=Iq85zUYWq+b>YCdis{oOAt9U= z2Y=&ss!35H16ijp}DxT;rJ%^$mVge6a3dmLt3s?it$Z9-EQS-h2 z`OrTcs2}*Ka(Gy0Y7DAc0pCM~p)@`PfkZ@k?qLmSVQ_D`Un)sI{!!AGp3-08+oHhs zOieaP1=wb(L`9{dHN|ltNwM8X0H;!igZ3AX>tKBk8wx1X?F4tWBe7D(N-R_>K^a53 zVi4;&=s3fP3fxXkHX>pAUNZp$PGazz8KvJI!`$)EUaiQ=67{8w1m=5P(UTSdbeAcd7~)}t-!WuWhqS6_uk?@n z+n%EP{Osd z^|&wu_IIj(2>Jl^_#dfPPDU348+opBY{U34AO+n#zpY!pR&;~U>N;(7N( z##;M~lsi0YL8;Ca!K8y-7var0IFY=8Igw&;tFUrb%X;2DrbRIA;5Q*&BA_9dlJM@* zeuvKHgw}dPR0`M z_4?0U7DT;$Ha&QtD-WH>*rFI}kfo$ zmS&^8>|i}vf9s?W$9c&^ce8$nygS(xpx0a5LErQwW+bQYn78pF zrn4~p^*%}qquPshQc4kg{hq$YG(Gz`p!Z_cTe~agaO0EBGLZ)WbR(>_a$eVwSF`gD( zr-68BfblebtH5eScd3W*HEC7T*x=!0P~T}d=Qn>1fSu=GDfOch^1;SQWreSEOJk#$ zpFpZ8T|icnyjq>{sPO!!np1k&WtYhZghgMU{p@F-;49J5IXaIs+qS_)7r_~4 z$iLejoh$l;G^IZTvtq>x&N$-?F1+xNBq9?oZs! zp*s$-<(e&Aea6*K8JNEP?QiGYbI;|^|NPItr^|imOJCys?|=Ve7AG7$c<^b-S$$Na z)3asr;S94}0_^K2&N5bO@!+;qRF-xasI`f{xsqsQj#JAxZTSIiJy0b%CIzEdw{n_2 z)e%aSgft$&o%CUKL^d0ct$`7)90ynLkcZS=peozs8D9Q&jzgiB^qxzRad`_E2*Z{^#IY)(t< zlHVQO#$_{`2z17v)8&)<&*r(q`*>CT9{#I&GVdI@nN@C;U0IuZ)1??R%_1bR8G-Wp z&w+3M-j#f&UEww5Dc-sNWjuFa57!+!l~F%NE6W3uV{}^qYB0XWDkRG^lUiBZlhODcLwVW|4~mhgGp0HDZ{Ei1-}H4Jc>9O>jYDT}!!>7- z3~0K`6qSR*if3hMCiB~d)=C$hiHvJfcI{%r zh7GJ=zn+~tcRuN3gJ&@)9T@E}TJJhwfjA@+>dgw4HD6-bkgC@aeP?(i+BGjpLzH!UU2FlC#^Wdsr3U~ zyYnI^qU$MCbqZDChugv++Rl3UOCBp>(Y`CNN|pRYCn0j9sR;XhgFHZf>U zTsF?DNAKnC&Ki!ZPq5LOVZ3~hcQ3h->B8f*ARw~^HGMzdoIHk)ZT=KrY@ftWl((}x z9%V~9z^|{po|{^mS>es`zaMxVe}3Hm$BxZbseTs^WOX_w;0wonhKV9)qgQ3j`EORaQY-t_?y;N}?%^cQvMVnL zROwOAgWvzRU*u2cMSpsGatc<%z6zAbEu#l>I?G&i9DG5s3h4CV((a#S9hr*mg&P z@fW)8d!Te-W$%CM{=WI?rN4SH;f?o7_`Z^`e2M}U_}DB%1wqe!-+Lo)#pQ4NaaJxi zkpJQ;O0lj6S62Jhcd@>usCej9j=`Ic`|(jyMQVwcgaorGdDX-1otj>|lfi1p zeMNOH!)t@e44qXW(Xghz+fW3G(sYK^E>33om(RV7-@9Zhf4BU0HlK3>(XI;hZF2lx z`>=ywXBH>3beAc-wjwXXz#fBfpmFS@-Sl!nE7%{`a@sa?7JY=@-BFML@vmQ=MlmD2*N*WcOH^!8z&0j&=;-MT#QS zbenaGWjU(rpt=s%UiU&q&YGZlX9=re;2xi}4$4RqQ00IoFGDg}#%jyxU7FT$Dc>!isIhe=P5^hWt5MynQ90<;!QEda8Mf$sB|g9UY^($SZ~HLH!mjaE zn6hDZ%E1dP+0u;P{`WVcGhop0JOBPmn9$@Dcs9%%2@o-4db-ICaarNY|t|<39Y{zwq=(yjEZZ*n2xt7^rF2#(mfe<6l%#<^?KB!5F->m+_hj>#KY0 zhBMPaM*%@5e~a!0C}VJ9R~n!)c_FRrkI8EuD(^9+c?tf3VScThFOx?9i9Os*Ik|7AEVf1cG5n2il{CUw-R(HBgKd&I1 zRt!C$2pSeAl1k33Dk1gJnABtmJ@CPdB3=SsM+xAx(lPI~6~UB4`H)4Y z3U@|oQEPkTJa$b)u&RwRz@9RyP(;fM{CRQu>kNW9ap7lG`MYhZ@tc-p2(Sw68H%x# zsl3MdJI>?fcl`>-JZB%J6B_-vD5>K-{K7YSyCzz0h?iKLM0B}sSMo=*s)DJtU<50wrm+>V&3{HA5(7LVF4O%W=bOl~ijv$(OCSfXW?WYE%H zp)sz+{1?+w#Mj*Z<>xu=%E60^s&P{s?*5GXA`P zXv7spQ1#eOBY-n6Nj+sU5)v;f6EBtO&1^70^O*tlAAa$b(=8g@SJI*6oBF}kcDk9zBOT{!i~!22iazJDg>@j&I`HS=QT?6EHYOqgPx?ej&*CkitaqV60JAPZQ>qB8-Bv(L@xoRrYsm|=WKhb-}kLM0CIh}56DU2q>R z;qUeNmHKW@9yrL{p#cue*LlmPTZoQ}@mh+~xTZWV*`i+Sup?imit+)8%W|V$#p3}* zb-$s#Mv<50ceS0Gp$8PrjS!7!<~L}vsuCbMDn>8kDg2hDG%cB;$)F}|6y)Vz^wTnf z+m#ll_F99^MXMRkSW5fc{(Y5IC7#Re%HL-^Fuuan6_>y8JSw-=SpRteHxIq>BSfnT zy2}*CRfIDc(O5`071LSa3%H(+31(v4g;l+yak@Fl3ei&r(-EfRVJgB3szRzb{TX?o zRmNg!CCoq>1fd|%&{AHDSCK2u_o1e@i31{9EZD5V9676oKk&%tkmHH{N&Cz7bBZY(*hy;0p5 zTd#uWV(MjV;PuT!x|{YQrNr1&RDE&YPqZmY9xBess-7^$NsiY@a61NNEM7}8WXlsd z!E8#<$Z;bnKNxt>W%I``<#jt>&i(KFFy+^dlLylJ1@fG6Vrgg_elVjvE^K-c&r*}@hMa**Wsgo|&#n9#2DPVz6HA6>yu@Hi1;!Hx z`TQpNl&a@Ff@w|bq?D{G(M3+I$cJ*udtI`6K~^tt8xHY^1r60bnryHjt4SnPJfd*o zUZl;a>Q!r6roXb1(jgaB^xB+udN_%~R&&z2r6>Uw!bwe0F?3d2Fbemek17=y*HW5L zBqIiuDe|)Ih2i(u$XUhNx4)6i;UWAfmwd}0e}DJO`0zRZ!te{nX&;l*I4LKqTH0$Z zomH0lc13-Mr8Fyle=?{ro~%>zvY3A=;|0ctyaH}lR_R3mrD=)K(wVT&<#CJgB$qU+ z2y2ansZ(66Bk@rqcgb~@4+)E%)HTU~qP<$-x5O-?Ed9*NtR^p%tu?}w78Ur}b5Egm z&@g(t!^VH@IlKSYm865>;%=_-$xDhN6i0VnQp8I_;-w{wqi~`eT^OvV@#hk$D5Ymi zDg=b7+@QKiKNd>GIl2|0vI3oCIGq$z5s-@3m|95~(}4;qNoAex2@qA~l4wmm4^=Kp zTvV^ZR1H+6sR<-5O6z_!QTUDfIQOE9x$$FHlfK|YiHRx-arF1x{bYHs?_N>^Y>#cR zaV&YMT1y*L7)TAOqlF>W8kHB=Y6&&phB(2QZKK+eWSm+ne{YggRQ+CbmPQ#%He8lg zwUUQF7o*agqT*vpE>2?5Nr6ss@`^)NbEFNbm12B_-?r5EMV7qM;n(Mb!BoJWGv z#f&5fFujiJxQeUjp4WZKfE1n_D4m*`I^yz=Wb_w<(x>{kKWjm$+t#$!Tk7|D6uu=| zRiIM=Lg^rMPmORAg+JpE9T$^Vq=IwkLBI+is&Cg4c-niP^XC;Nw0KQnM@u_>hVK*b znw`={Wg52w;iOCHfV3{9D^nnW?n2{ z#cRuLEwHsi+w)#*l(auNiIVGY$_E8{`TzjI&q+iN#MwQ3uVUlZe+7`{r_LGy zG*&}nQ$XP>g1LflD#mZ5xKTke5DkFqBxN9v}rkDe~cp1k!5+cp8K4 z1?_+3-aq5od;W^gKJeFEd+%TInf)K(T?hU{+LW{sv(rK?=|aGLo{QlLP+H6Pc`hvH z0^8~JVx_F5bi?6Qe)^J=W!ur{yVrhO-c_Bc# z8;e$UuqIioo=Y)UMI|}b_efUN(Mf?f7vaPOPAkTn6L6jk2bj>qgucj778;?-uAJ_Q zQOxb+BuhfvPC;ohBP(h0P*d5j*!;0e`QL}0%htDi1lD%JihRV$EINVO{+!NIhiKTL zzM~+mJOY>=WlE3E59#bJmADu<6U5x~2tW#tUUUC2g1IP)jsT?x4jg#Q^L?l9f7EB& z^fu18`V6kwat(JJx`S)BT*DbxpYdIR>0+=4kG}?Atm%C!^JGBj;twH8sYl5-7JrcX zu?3|;LlI6Znwtt?8XZef&uMNdh?f{#uOO`((vbq@J-W+;Q7i%oXB6FKmaGb@oJ*x= z2FdaqHJE}`6yl3v>iIcdOQRmD;B<7q4l}P>+>XXO5!caD$^6_mymXvmjjxLs*^0$ERo2Ryu%!tE%6IZb=Vi1{jagrr;oki#0m*}$y?G4(p%UMoUdxM)-%d7AU{=OG zkVyZwJ1Z0>u(a1%vbrT5u*9Q^?wSHOlG@Z@UUF8;a)_ zt#!g|Dr3oN0$`O9cGaIhoQYa~Fd&>UWL4;{G_+SMqESUw(nMpHrFUkmywTt{rA4d0 zQvhRmTq-S{)H3qbkWJS}d(gwba0QcR0ao;f13SAosa(cwr((#73-YRm*UE9a876e_ zX1k<=0mgTT*3>b+gDD4+R|@?YrF^I?QBA#h-THTM!EwLI1;_p-7aa5Jd~obleV026 zUG!Q>43y&tbLx3waB>zhP<_#eE=*B~F4Pgds(15!{T$Qe<)>l`)7O|TxbJP63Lw>o z*-}*z83C?)c%>gF0O1zT^28 zn_!yF=2JelXUklE%jLv*Om5`9%uP<5$6S8P<&S&0+1c46etx{i;^{KFEe54eRKxtp z$MTW#jm7KzA6rlw4+~pZ+3S#(E#92N@NFJ$S9AWkw~`+$V|~lOb{932Qks;NbW&Gj zH7KeE@0?j|>`22=6KW57g!h+F7LpM|v?0Ztbs5}laAJkuP&76{yecEF7%?GL4YMy! zXr7p1$_3eQfm_b8BPr>CrLy0lx*wwPD)CBbS88oExD5v#6hzCVDJt0K)83GiSEP0{ zTA7oK^yCDo!UTr;c1?A+rgA``!yFU4v^E%2E+qiN-}b2A8nUT0!FA_+n5<&yF1JLh za>D1%GTSM0(>i|VoPaK(HXM5;}8Fh(!PjbUVy39F!Ug7{EV#fcf9@zT5B|J zWNB_Fqmu&TYSNJsMd0AIvz}H`kq!9dp@R)Pyk<%~>Z4O5QAt`VISG7BRe+d|a%qSv z9S*2hNe}Q<sry#LUz433jM>MAY zbT!$Fdm7VTaM5xUg&#JHV|!k5tf_6nEom`@RC z!dXLkA|sr&Jm*ut$>-VwZ2OguaPYMm-K7rgm71ic=`PXe0tO!{B$;9HSo_#tN9XAL z5YJ*g=>kA`ra|cwxxKsZz8iooz2tySr}G_U1~W4={qH~Xna?~u2lyh5t|q8yK=>8OgF7l*M?KVxR!W;1d~qBY@}Fqy_m_I#4>f7OXZ+t`ecXk=ZoGi8r8Hm7Gl0C zpt;FV-!80bXSqXC7jWpcVPJ>cmhLt8wARYs)Lm|AuMusp>1j%fioxwDie4O^BP2Fy zRk3T|G*hQYL|64tLA*p!nk^XKqB!=OZvx={cYc_3K+#>M=`Ih5#(ID;H=;F73|YmM zNF@t-Rc@$!Fv6edVtj|Z7LW}F!VD^L=%XQBQjyMfz?OW`m3l6!6U#arFr)Ru;HYPY zl92mCj8RD@jA_~fw7sS#U9HG*_T2jmpjJ7W;OqBr-Y@+sU;E_8h+lG2-^e6)Q18WN z!PpeXa(h`We`C*qzwl*UN9s{Kkuax93BWc6TMAG~(aSuwsAdP+mS3&QD`Y{16^!v3mE@=T4VDN3%GpPD(9$pR;_l%`TDhceQ-ix(LNx5Mv#=9ic* zI_x~}pO`zr5>89?Z1qqfA9^DBFtm7%GNni7**XhAwA<}|S5W%>iiBDWBEA!|TNFh< zfASmO_(mT{U3S@JeDRB4A^ks+ye+ezUii$ z0LdzynVI1WU-$z5@DKmM`t|Gk*ZbFh{nz~QAOA5Q`N&6})bTxQb4oj#QdHL=m~m)r zkj{B0fpkZW(v<3f9YgB{F?QZ#?z9|lR{q@hv@Uvo2~~huk`k_&r?`Izm4opuwXqhR zR!Ds3Fy#cirT{H#0i!6bXYKf+D~xRD~9 z(&!wr0SKmK)gBK+bG2wtyJJ#MstX9_z=`Eam<&l3tMMRcSi(sS2-}&~L}zGx`2bOb zih-RyGs~3JoJ#DJNC3R1C0-(|?cjYbMJOz8G^$944VC?h%Dm!B|MYgwdDGvLX+>7i z1Tz-nD#}v@!DmaH68-}Bob_q$`QIPr*nhqh<2h9K8S;`x^?+oN7QP(6KPwSV#&@xv zLmoP~ogNUhR!mSzg5d#iofj5&yaB+q_x=@f26=A&+sN~|Hat^U%t{HBq~gX;Qejj< zfM(V+P?bwP_q-Aisy$Q?^Z=(3Fd5U&B=!FLfxat$Az@_`QDb^afzC`2$ z%J+pS1+43!5UTeofngjJiJo#nuR0}Krf0dVJ?cXH>QcQQ6M#`yR+d7kq}fAmMs=<)wB%zMsx z51-!hX`(Cw2OQ-Px*_j5=RJ>mxg<#lf`Bj-!lY8EFf%j5=;&zw_Y3n#P3fmT^(j90 zxzBOUHP=w9)t>ONE_TOHOiZw3$r1seUp@nh7;KJhY=OO>Vej#uWvkVTV|lTY}V7SFSmDRrkk$_E^hkwSXl2Ml@H zVjW9&g{+H%S&f~N^{3l#$yX*sD{}OX68T7m)lj=LB)WT;+8&6PSc;ORHCaU;3Q0Fb zII*yJPNHy9g^C>P?RA_Kuo6wR;*3KSqbUT!>_wxR@@|j$`$i}ql=!GDb0{BD6mtQ3 zFr~XDr@PG3-k9TdB~(1`2>Vn!P+&DopIJ!%cL`b>3>XEOu$Ib5kNt*`8M3tr@rn#x zfYsoiIL~CahI=Sr`OTJa3JPCV^Q{d9oxKCJZ(YLRV26ia`f)a#dVqAOpg5yNIv`oA z(K0a#xn0R+Makbgw3S{Am&I?1X0&p^N}SWAn3${<@R^qs;fw_9r*$h)Su^q?J$)Jy z-82ogy@u*RgWrlm`COFH1nYCcpXqb1^HWs=bVw-HeU8slnoCN6U8XwjXP zJ+jd<-fUOa(IfIgaKWbE;C1WY!TBfuHWwWCTU=W|LqJ+q$m-m4B`PY*`#+QA0z$(; z7}jb9HBdVo>Et@{uaW?Mv_7mc1%j_14%ko6IZ+tV-a22}oO*XsuYPnPGO8ccpXXwD zYIo(j9WDRng+y4ni&$6R#d^K3!0T&k#r&noYaY58L19t3$R13|!<&o1SdwLBtSb#s z;bcTOTl8v46_sr>pkQcw!qB!3st{A$Xa43D0Q~OgHpb3Agz;eJL?7cryyQqx=~1Ti z**RBTbrl;oZe(a^hzl;bpnv+c*IvuUjT_mxaU+*s{`i`_XZtL$qqDQKea7+Tn{WP( zTEC~u=mN5K-MxD^d7iUp&mNX7TgI|w%UHE)6_;Ih8DIVCSGnSfEBMEM{71g_wXXr9 zBfa8^EBZe#p7C*M8Tw9fK|c<&d2}-$Jn4h51vm&lz51uQ{o>o%Jo;#3+u~UOh+|`8 z{SOD*wjDM{Encrb@&nEr-}pv8|M}1Jr+@mVPxv^~G(BR~{?J1Y$u|#N-Up-r%I27? z%goKc(?74{IQ;Za|McUo=NAC!Q<-NkDD5cHy2ZMd=fC8Bf>|x`NGoE3IZY8l`Jg47 z(3B3jV(jU-D67Z@EbfelUe}?sQr3gr<%-gT!fFe-tf83LSq->vbsl^EFOk}pe9Mv;sZOg+y~ zzsJLGDrS#!Xs<6&g(4miN4?dcV@>@&k7UTwI4MV2*nQmw-2DM6FkrxID$d_*%d5phiDHH{BG*GxnaTK6XjFp%6C84~Sy511FCM6?}yyWzmjtXf8 zv6GuRs4*ueEI?sm!w97Rc>cQJL5h=IW}v)FKo`P8baXw$STr!oJ z^Uo*_4A!uyS2ffb5YqNNS0ll=Rja{5U<8{RiqeO@V^dYQ z1m4vO@AKc&+vc1k-0VJNfB)5iR1H}j{7CqibBQ3meFYnbp~#cZ z9P_k;)4kN~fYWe*2g8W#9EkxX<>DP8_oxOVu_;}<6J?*vusqxnm zEXiJKq3fv2rxw9ws|L&S;Y?2kDOB?>ZEFwv$t*#X88Z_32^EyMLb`N}B31X$7oab~ zNt)yp&=hWKY>MC`?V*lRUzfAWYJY<5i>nIT=*KYPgu?oLpH#dq7RW;4vqg-aCS}GO zg~ggdmwQg^qdWSch}U7L-LU{8ZrviqW;H?=y<#Y*t5#YZfsE8|i$8vjM^-^vB|a?4 za=I&#IjfEus9>#5`lDn~ea|B9nsJ>~PKEL7%oAe_L2ue~Y9k+nCrpcMVbZneVbbXd z2a)`Uv(*@`q%p74E$In!eB1F@$<7pQZ6XSRdUfe}(u=YNjXaI|4@1@WSXHDa@OjOPswtccsW4RstkCm<@lekmU#p_KT0ntvE`Rm?^S#we^2AIc z*PFL<>|kji5QE67qEVXbM)EmGt5k+C*yp#f6XLRs%!W^^jZgK2`aYon-5}wQk+#>% zd{9+nNRbK1{#?oB(|Nqs5YiONT@EuZ(y8EEdm6NYfvjRt4=<;3~L(PPBkZmUVrFTVShY+fQ-Nl?+S3xpumCa(Lwg5FLjY> z6tI|`NGWrq{k(bgzxvqS1mPS9zf-+R{kHn4>A2Wf00jbbaB$EHT!EIFY;nfYnJp(W zIhC%7z1=5F=Td>8e*C8kRe#ihRT-$hfxz!oYq!d^P^C8vtjd#_ zOL>0w+V}uHHntWe0cb7Qct;n4je$?d6pUX0tttL zmtF#wUQ?$eQZ1_%oqR*}#t@b&tu7{V+v>LP-d@p* z&Ra#W>dqV4jk{v*I{$ZXp@+JJ>)+kazdM1F?Wg*<+kl<&(trX`uCvht&GnteI~b)h zqrF8c+qk4WigGt(P_%x08)Mi`sdbyI7I`^!xzf$_vFdvD#ns|Cnn_Fa@ zR}?riP3?2-nn$w<6gifb!r zp$XSP7g|yW%b6tMM)P-HyyoJ+QVihd#WD10(TwVTL!}x}vfQ z-RV0=zvjMzB3=wKVRTYNGTf?7Q=d0V`|lkKXh}wj3Y*x&-6rR^XMNpzLIrCw(Gnp; zcFUVK%5N7+|Iwq!IcR0^+;Y(|XYDk%d=QnqopzL-dk+L3($M(L-hLj6U%&7SucNiD zX4AV;K1kJoR1dOuTCuN#j-?iXt#;m8Cp-2{Y$ z=ELzs30{ISNrd?wK9w(H!@rO1=GL5_8DkyrEYJS2PI^u8D#=Mdd;A{kJ>GZz^?8Ey zJ=Wdcxo^AQSGxsw-k3dm5rKb(U~tLp843oDgUsW>q|jTapeKItz-a_KifswdO??<8fq{!OU;ZQTJNLe6bN1Pt|_>za_E$~2p5rZ!#oC}s$b z6qv6x_bmOu=`&QK$HS*!LSOeGY4js7u1ZtOh*YO%X0C zqM-9O5V(37MV;zCx+{4K-N^a9*qeq41r=Rlcxl)kc&fB=w`%kco`K&=|DA|lvNZ>E z6<`7^m{nT7Nk_;CvT39<#{Vi%MgqkJDruCozc*LX*mMe0>@Rm7Qd-Q zA0T-qba3*}c{{la6zdDL&w{l%W|3|%^n956LBv^@Fz&1`060fppLc~pyO+so(*2svA z08l1zdWMBT*W?*f6Ti6|yj0M7^fqqNEFS`WZq-RXN?foBBD?g)7tYQYKCiRDAs(Nc zRAox{n)2D`A2WPln*;<;scd1mV5#h8>$&2t>!T6HiuoN|qgVVI@A-OY-OhB z`-+G-dW01=uixFvP}c_z|GNV6{d>13Cspz^>uj^r=? zQ|DnDwlmfbJDHepa=Mu4;hS?64_X(00W4X(_h#o~Eqynvyxj&rQ`J6l{iC&^4msZ( zbVzd3jSHq3Vu-A&(31B5E3|$_CX} zuSmJ9cLAuba)$0#K~`Q-##BW#9iG|2jZ`1pf8z%o^k7M!O8pK-a4?tnuN|A?PIe+t3<1t>PScz9l_iyaxzew}Sw!H8BI_@7nPFWl16 z@e1ziniWU9u_6f&$k}{-s@i<10!?{r`f)RRjmQD|FI&k_ewNg81zK0 z*m2Q*$};rX@*W%>UJE2Vc7MEs>HFQ!>pPE7z5$~G9N}vW;p@L2K~vKL^FYzeq8?3| zoSeKt1tto9-vFMj0}RE@aqh=+ZrjsNOfE}*8wZZ~_sw*m#qNdI<0tcmr(oh6`;_*73lcA!DeqdB7joT_X zuzoUQ$eha}H@3ReaRN+-qmw8zfMG2F9q<>|KRf5_qbdps9{|t(Z>mU8NYZL#aR^FJ z4tV!kRi(TsmsEx2i&Mb2mxO3kkb^F*KL(~YoN0TfIF31FOXJ18668GG6n(1lIm(VJ zX=|&C+IUOqhX=E7l==NYwa*Qe`n+RU72Une=A<6yI&m&}675`J@iB|Dm=hmrqdS=R` z^});tCIUD+Spw--1dl{*qaQ=q;J;-}<}mkpXf~5u%Q(bR#oDqZ705+_2ZQfDI;mU?nC%<4|=0WF5`p?&`(dmY5atMs4+RJri)>nm}~u+ z-$6ETipld6464Q!{?Hl0Xtx7@myXN8g%PCf)a(cr)KIPm)BY*b(Gi zy&;labS1y$AIp7*!XM9|DGUsZPtC?Go);#Nz@hVJ?)!4?{zb=S@!YZFign5MtI+1# z0k;>B6dVO|8-xDxb7HR3|NRFC9A01sqJjx6OWXA_Uvra`-Whs*?F1-Q;D&EIIJXlH z{NHNf z#uf=5KT*$Vay-T>0+g9>sDN%I&6aTorrMk$*R8AE-zdHM^Q2aAa2joc*;qp=meI2d z%6%(FOMwOXJxI`W*dM5&|2^qkfocM5LG2Y=sXkf1ETJ-0aB zR|t*jU35pDrJ$@>$up9(_K1ALk7%7EHdMpi$oC;UNNCt2=iQEFo=-dvzVYlmgAd}6 zW1ROS0#7aq+1X;AK%}{hhj)Z3y<}#0gVUX3lxEGABE~%b@N!IsImuK)A0uw=Md^ZAwWEFG6q| zAu7&BR>RWp7Vze6>j$}g&59j?6`v7J(^t3g?peG8%ZOQxbt0JA=JZX78mA|h84L}Vtm75Z&@rP@#b}FDFnOJ^tDJpj{f9=n>>>M=$`zj0n z)gUsC4&g@!u>X<8Hy&;gSOF=jU0AIvCtGDOsSBpI-G?ZsSP(&JhrDrYapcv zBgFXX%iJ{qw%FHKtVvMz!T(F03-54E34izsy)I8V-_L8gyd0N6n!4(CUIes%UL=Pu ziE-FX9U3bD2K4KnnAqJXz@}I5;k&xJ0RyMq4b<5Tpcwi3W);xz0I0&}_04yKjrR)= zHGoj_+2IZgJ+N*7CTkWzfL&>_)d5B*Mz1T2Pr$QI%hdhmtjN2M*>x4hTj!uIr)!`&bC}$Z`Yg^AnXpJH+n|6^gZPF+NU=fc{pF? zJ>3&@r7IGi(;{LJJv+l7u@$Vnz|JBVJri6YYGIw4%C76)P+L>rp>E4@zQb>+I z!|3lsaJ3u z5gor^miA8GLBbT?(uJz8PvS**){TF9CCo^D7C^0YW4yiz?xYwmQpEhuF)WC?<&HID zBiG8A*I)>78DW2WREgdu%0^Lb?_e0@{$E;A#=k#sh1q2tebVV~s;nH($h5H1+)?3k zjRLWNN1q8&Pq5t#pnxgbCSBAxPtF>=bw?=mot5VyI+96xo8qt&eL>}iC?u17&I>)^ zXN7939B$a{D12Om=W4OW#1gs(rc`mT8$ILlSdStiTc#NXl-k{YvE_~7 zP`vl@1?pDJ6l-{8?5AvF(l}~#`|upuVy-DyXe($}Dne&+cxAS^^Z(A~!{xVcCL%@B zmV2{MSMa~B2nXai1_Ui~np1{NhO*utx|JC{I>U0OasQoEop>Ly@qgWzQpw?R z)wEH3d2MmptO>}N+Vp_F)b;`Ak4~k4L~zgvTtx3lS>V|I5kD{MPkaMkjG-*;g0|(( zR#1noXd0=taAj%cTBy8^8xwPH;F@VBOPnI$%6m*b2qycGjd zxoWRFxq1eWfbq(FbD{xSjB9p8!>YvT{fc`gvyx3v{$a0R`mzT zBMyKvs;s>>u+@y1WRlybr7dM5AbD@>z8BLwb5ugj>Ehz@j`g<*sC-TXQ!(Q6xfh?L zMdCS?0MPTHunByRTJ~q~rHmtq|X7IvR*ZF)cJG3$1n`3>s3XmT4cOSk`fuh|92 zBXJ14PdQKg|CX%Fk2^8M}MUWj> z=S829k#Ph$8}Ql^u-o-|@fyGAc2btG33dNRU}_~x73{C@fQ*Do>on8ex9AIJ6DEz~ zrH7`tJvGu0yhLXz7}L#Eh)(w4DF}NE62$iSjW<&D~mnAJObtcS2hB3vQo;e zU*NiwRM+O3pq*qgA;?Nn)WxND)}h@KHLaH}7(V^MiFP7c?Pey{>KCbkfommC$pgzJ z?|yf!Em?hL5sjWaRd@{`w<1|$<^vK8falHD2)`IgaqUTJ5xA)@@@yTwTm!juo`Sd? zM~_5*>?JKCrLHsii?jMhj9nRIUdYZ_3cFQ~z%T$k#MJk{ zV4#hURZoemmyx_c_W(ofy@hayY*CkNDq;Q;%Y-(>d5DX>nMW?UY2h{+Y+vO^I%9pi=uiq`g#Wk-urJ_WV9&ZIe(Wq1 z4Vq+7G(BQMtTN|xjfrn5eOgl1r1S2Y)7u`y=f|svavE`x zNND4^^WXOQ^5v+V#%Nr!e9fgjU5t0aZC~K;67_z&vk>Jbv*G^XVOHyra6Ht_Z+ora zXQH?pflAg4O+7-8ED@Jv+r@VKECcM+;7g7)vNx;B9`qA>rP05B!*3PfT4r?MTz4;V zYLmX9bF!cDc*jHX;1Re}oAwI&MlD#f1R4p1d;~dbx{@YYI$OPpPI5!o`0zvFwqL)0 zn*kc&C+ZPcsw8-FILwawUOIks0Bn=HtT9E@ahy;sFg^fFVKMA zLm=Wk3XkCgH$*v>7PYpGDquh|=^OyEwCV*>X?Sm53MvqoQVV*ERA|!yqZcFGGf|nIw&iew80%tQ#FHajy;5F=uQQ z|1xV8)(%5J=;Rjzir968*=!jdsI$)@GHubpW~GABzA#cL-by|~-2>n-6=kyNQYk3% zwH(FcR!1w7b<`?nHkOKQH-&~N!0v-i1*rS@DC_rY-?=viZ<*ip@P|E3<$t@6h%0bZ zsw^ZS@d3`>Ringo=p`D&fPnFjog}-Dkweh#yRpf~7F^A9lgG{AOZroYobces^BptL zdG#%tW0eg+q1M>e#`oFo?MNsgc?m)l(TF+4MPL}jUIL0;0eWJbx-xdwvvy`;0TRG` z-gwc+W5r~&l5rwZPl_6$l^ra^gsIOlGXGYey>TK8XI^#Lo+RF$Xi@HF6obF!$$a=e zTjTuR{f5EZamDz=y#~pJwY9=7t%6%gXYNJ<<4m9uT8;{5+s-m{=US%ACc}@`Ojxjj z=AOsUv#RTwl}}(du8dqc_{-WvFx^)Mxg^=thLn!pu|RC$Jtt&T5@DMYQ5Kf`r+8>m zU|uXGk>gBT3UDDLL0j>|^c5<59_xM^8-9NWp2q;=>Jv-n6M|FyVK=bOkIRjztE;Oy z_w`iSFz)W>i3GlPagrD1+$az*xK5UO_h*$B)P&U9y&ngul9=3XQTuFa5EZC_Nhp)&|6kPD*zch1C zB1wycm}C))+}c)qEi?ytWo-H7MEh7}URQg4*>-_s_oBb}4t>MzX(xs{tEcL$wd)oS zJzsfLala_av<4WWaZTj9JFZ3-7_#^#4B1+NPR?v;O>s_jM!7XugDCN^ztwRRMQWKp zA%|r@I;{oIW?Q_47u4ZJr?OIU0OW)1RyhGp$9-6uaTNJJm${3skSG{?n%&tE|>2Gx_{S-`RO1DRfQFw8IzX`Yc2DzgN%}oHQQkB zNg~P%h4>C#i!KnTF_c@Fq;ic+*HQ`VwJRyD>`4)ft)R65rwQZFm1bAv?$wlCn#Q?R z-hfQ44q<%mi)9Ku?qKrF!A-g$ENXIHKFwj`7*oli|6%PA=72cD<>t_pkZ$mV-36K= zq4Zj&MW=7dqi@nAL%!*Bh%88dwLJVCv05CPQI~RQ#{VnkA!;=*(#w@p9_n<_Pa+?K9;+vTJ+Ln8o z+w8C@^x4>e?g5llWN{A3qRk{plMdlECo603e!9^lAd0&~g}j7wcLu2`38o6aHVE?< zFl-+Y=2)J8gaaj99m&4Gs2zvTOWOO#z+2w%N?h{zxlS;O3*BSte>Q36O9jCYkIG+- z2N9H`(siRP;3xY@C5xbB+WAzs;PMY zX97w|aja3|GiSLcq^42k7teTf)I&(-VbJ5A__vX0tf{hop~mZheqW|?QxCH{twS1H zI$DG&LW$3xxUDE1XARuX*D+_Rcv{u!?L92@`RK8R8hA#(ETCtJiZ|E9BO@7#?-aU1 z(6ONNbJobL2c8v%UgZaNeuryGjpQoaqtxnqC?SfTp2e?m8jr)-3CGKJL&0hd`My|yHC)xBd^P(i3C)I;&+8~<`j1N7|oqp!}enDr0M`OM2D z`^r5=RBZ+2s@PyhJP{32O+s&eQx=c1}e}rq8>FYeRVD?e(I-T*l6R`a?>uVj2FF%rQ?m7%Lklp$66>?P{FxL@cS<9al zu$w5VY`s7?8O-hzGfx2lHEpc>tRB-GHlccy@x5vlY`)=Q*LayI&ArA&F}K_-VgbUW zcx)QPR5eR@{Ip(vzk2Wxx}NNtX&>>ow1Rr2WMsTP>%qP3F~Gyq{HHJC*@3yJNjG`E zilr$8+XC~ro^V&@;iN|p{MlI45TcvbTbB*K$HO#iHTCr?$%N2Fhu-Ga4AG;f+ZWDJ4A8-|oS4YzZ@P(LZ_h9SUsd zTTPPmHolT<_{yOu7rvnwQ89)^ybCi+J^d*H^>us;^V-8fYj^lbh1W7IJ`UP~4H#ZQ zv=M#2X~F$X`I4kt{~lGUL!1pF5&Veg;>nRJG())sr#<$mnX!g20~y3=!x#~q zu59Nmb?i(e$i7h1EdE@XqYxA`E4RdtXwc|jwQ)CGd)8qZx8fG322z$R`7zw{KkvZv z;IN5Ys2+ooaa~PCZ0olZx0GYZ644=30q_(Bq<0Ff-${enaJ-bHn4n?uY{D!9Ou=)3 zRU=>{Ru@1fUuyH0#?oKt^tr9nY?ff*WvRJG(s5IzE0|p

bD6kFnQ8C8P?A=#TV`) zr6_p1nkV|>Fuk?lix}2Z!=FMU8|@ucCEZHo*nUK%>42BD!64E_0GC1-a5_2urQX;B zadG*a-!nYC5m>B>1vDh+?=~J`q=q)vmV^jKV0JE$47`59<_(>^Qf4qQM|2@NVQvg` za}xB3Z)ucOL26@>ng}eM`9=QSF~Zaen%CM)D33A;1vxHfM-(Hq=MB=68;Lie>h&)X z0yp_tok%t^eOF5YhKR+JwT)Uf1+3zJzl*gol2H$y7~u|)F0#h5TkLmk6c%qT)M}^+ z7#v|#>oX|{zPQh|_t}KcK|I{lgUM${@^>{6!?*`wgj^S%!z1s@h`S{eH7^2Tl(p1k z?Pw7+WcvE@KA9c|opz0}(~liB%r-FP3M@sKdxJ2mKqA)v%r!=&s))u1i;U7Tsss`b zfx{WcU{660YAnZXr8e&GmQz^yq!ZAgV5!Nwx_1n z(andW#2!fzunwg20ysB~b0FEyQs|`nGESgQ6FgbhA2dHa)c$0qI_D~z&b~+^0hoSYXnDJaw z*pD8BWffyJuL}N{yb=7tdnSkcqlye)=ZkUXekqNlPRyJ_n99B2O{Nmd#y4tSU;z*% ztI|GJ3w2BF(VFq7(6$5)HJx<0;M>r)TL$6Vt}jtGHOHrY?eiT<@_r=sd?Y12`pYtB zd5YytC3i6IZiKC92p5p;g@m3*l!%>PNZw~ioX+ZoZvg!w@zds3@Yw6{{&FvcEG1m{ zx#<+R&hbnN+>VoL-(7Od&CTh%&PeLJOmM!BFAX+WjA839`ps(82*=-68f?O{NALZE z`#w4w+t{Dqu$C^XfC#YU7}GtigEptN?ch;7_bBBIAv(%Jyi3JcN=nZVk2@Pf0`#zU z5x0IgjN*2!7qx+_4^!$d59vx~YL;FsxDM|TF~|GLOwnTQA!v-?5&d9i-Pv_Dh^`+* z`M!jQ+CmS;nT6@`K9FXS;VsH%OcQ6DB@w9IsQwfAmp`SoZCru#e{3D&!+5g)9m;0( zumlwJ{&sOB({8a2K1joIO{b4v?M$%0_~QbHkHGDGR6U|HL|Q>G`bt!5YIQ?Qhel0V z5C^ST2_SGfE2GjyofI7GUJOy8p?6h87mt^-pdJ=9-;viH6x7Mat!>5WRHR zROB$CCo^h)HVLNPkkU*Xm~*CE(RwO~h+4LhWd)mysDvWy!m((D1+JJ&G`211&We^^ zvU#>0>@4Q?r{;Eq{ez`LV6HC=$(*D!3FII1vw1~6$I1lYbqq=L9Zg@Jdt}p%Hxf0l z_*zm*5OpgI-n``8()(pddCze02&CoHR%Ka&Lgr*cCGQP53ij38dS99^`?Rv3YMa@w zpkv$nSjx4DCJ`stSgG2W3RMFBZlX>|T?}9SeiXJzRZ{uy(g%jdI$*SiqSRR@RzfWN2@S! zB^0Xv@%@j^WhS8Q%^x}!U0^=4Kvfz+hf4x1uNaWS6i^q%JF=H8C2Ul8_Z-ir$orc0 zPojZRRx}zOS&_L@P`Eng@G#NF6~dk~Bz$-vh!p11=~~YiYuXjqUm*#%AA-LtZfO^! zNcnAqZ(1i8gSn1Fk)<#M#=~&e9c$kYWhlAl{R9QpCr_e_2}UbcdLF|Pr~*R{hB6*) zWIC!W7^%yfxC3_dE2oIDh@g~^YYM6{nIg9`?VLoSRmz%3eK1Hbot2b6+Q>A#7286p zd6@8vDAt+L;HW4*RH4SC)h=grX5m{QAiv*PJoFSk>Mx0=J=-oJh&RP{|CZ&d%-S+i zBw$~5&PgE-VO#|}(LkO#963_vc2xaOu1~-tjW7U+N}QR7gS#L;i8GLbBG0WWd6N;3dSb|THYns zi6SulCk*Z+4NRa}URMDxNEV>S*OVi)-FWe-le8qKr|=+_J(AtOh@#c7S&@pf~Euq zYyZ)-r17HWEQH`vuya)S(Y)=)R2_4LkIPbi?&0iL=p{|PE~Qz}sK2O@joQo*`ctVG zM+@CZE!K#1W9k>qO>CHD4@x>&+t|yzUBXIWkq`iQQskDxO6%MM`t{E^rt_>Q&OO|k zBY?Cy{?!5uIswvT?lybw^LPUC*D&gqF6QW9AlM#h-!fL!vM~x6@_hy_g$%ra6Z`A!+Wefvg}Dk}wk z{K%seP5bx%tr~jC9{jXFd|vc6K3x9-Thw7-VL!7tfZb6DnA2`v-wmH~fb206Mxwj! z`mAsGzXALYAo7~$BOiUj2Z$1COjp$UNiTh)n%n2da0i&@$j~cwg^+2zcGJ3+W$OgS z`f{3e>K<~GrPsZ&9UK*u>e|Kv={GzBUQwQ{J$8J1r>4QMV^*6x#7Wa0ry|W9f7&NX zZf0e4xfwrKzl0UkuL5RQ5kc}bw5ZKMK9tJ78IYdi|CeMq0i(p+X_$ z@J)>KN!~Z3>s&Um6Kf#ZF-m{)4(P6+;X|m<&(i)GOLJx=+s=AeEJ*P5X8Vz|Trf^@ z`DXo)!TP47&`1YK&lXAPVO`0TAtafM6e7$V|5}RkQiB@CV-TjHyu80tn24l9OOMM4 zSHfwp`u)#YQObfwmG}SmlWd*ITLZifz5H(hR z{2ZDlbIr5oExgzK@Cee7M{O$p(44U!q3sBLP)4>hWEZ)UtP@oaXL7aId|cf;dO7{F zN3*J!8<~1AOQPT+NG$$XEd8%t%iwiakG(Fr?R!r6zmDfF;QrU`p8%$FSu4?V;Ki(M zvc!X1Kwtro#mYdO` zJ+sk`FqhtLfr69G=;~BH7NiVb2iMV9`4gQaS(52XF}w#@$`j+UkuF#ox%Rb@xBYYP zV!5&j($E>1S;+B*aEOW))mtNccT~jDde(m7UBt>+cgKukjYM(~6^VzRaG|1vW!Pz~ z{ALTknAt-`+G-82EFNeif)i}K-J+=y=sA~`4HAZ3cMt3?52=q{_6wotN9UjKG{dX} za|k>r&gwL$%x%D#`)81x9E;5p^&ecNZT@~fp&Xmq&eX#P=3yFAMTJXgFJ?noj2e(_ z{d#&e=^SCT_hETC^~Zc-^j7h%b;UZ!m%9Vvl;S3bOwO@6_iZT}k8p4HSR% zj;b;Jg9@bk&%Ll!q~MRf`Sfnm(I^;uny;z>FK-;82~G)K30F4EK?2p2CJ`rY2y4NV z>m0-E*Dn!on0GP~DP0Q|B*P8HzEM7z!TmIuBj7uzMlSm}HSKEh8j`GbNtvLa1$+mh zYT++)YATbaCDIsPf?56CHcz_231X3A`hucZlyvlat@JSlR>9cQ<&{zi?02<21kk;A zPBfA%|6K=RNA(YwVu&{r%5C|3zOSY^Px-IpoIg9?&Iiw0LKaT)eh&B@?@u&9+rn=V zi=1?JQ*rE5FtTF-?=?=lb^n+lhj@d_cZx_pcr-Mw`-R{7*L-g$*8E@3LrtC}TRH@d zmVFiS?(S;>1V6<-#K_evgG+B5;OB(LN0O;)%!K)~QGgCghdH1bkP`j7h4}^9KWuIF zcOu*Iv7{3_>5)chseI(hF>m56{Zuj7$FzHMr&yOMGeuq{l3$<|>Z=E&8^j@2+(@_n z3o}jY?cX|xUSK_rV8)>v4et*_7jsy}>Xk<0a{0#+n9Z9#48dhT7iu8Be3POO;a|{u zWhKh;FBFF?sUp*N(hSuC{g5LGNnJJ!Rq*6l&^2G0nU+c}=Rn3<)`loqg_xN+@RkDJ5hw*j;jGl{xprq5+VPvuB zciHW!Z?*)ll*e>PR04i7&k3x2?TdvQafK0(U=ud(9mBNBSL8 zMQAQ4uk3P}Mq~fzVz6u+n-kt?yKz=(Q&(;Lnj!KLIk+Iem6Q2LbN;T*Gu&s;n9K0m zw9v-0pt`_mg~gf=wE1yMvRm12j-uw7r0`QbRtr;73P};neI@JHgmrW{6~1(27oy3o zl|0WwhL|jRU%rHlq@U8-BNRD!!)-!e?*{|vj?()dqdz{{bAp5;D*;lWh?o}r|Jf{i z-LxgvW2w$l_858LR!Kk^nDE79D|9ZD%7|*9_Il|vidmxLSg4gz-hU$w!MB7!-&F?7 zdz@QQibIXf(nVI!6nh@8^%1tU=~Ey`FJ|(IMa#CvL=Si}xp=SRzS-VxI zt7?m*dj8yeo7h~N% zO0C56b#)VDXMp^o#cKp5y9orJZsUQlm0Zr}t-)``&FCr^=c>8o@3~G#bZ%AoMYp=i zBVgN%0Vo&C$8v+;kD`iy@CPHZR@=ibh?Of!9&RfWF4Z00B#%k>nTSyH3w*DXVTOV- zo6$|{&Eg**O5>)_YmXj&zIXgLagRlR(7ugqY3TXzW&#9qS;q|%*OG&kJxDYH?5q7KWLlxPn$3UsYYC(@8f)`U@ZEq5`PhJ zXbLtk$7yLXYwL=gNQZ~Re^|yjngyeBR_AE z#JTcD-11TD$Pe~$MRiS)@<*D}uVW>3%FqWl#epXjJrkVQO;B1fmd8*+*_r8Cu&1n$ zCgyg65?EO6&gx~ogU;>tU5bzIz?v|B!^ieTzd+|X-*br%1%|4bD#hq3Pc$sTBb?q=fA>zBMOc!45JhyY${d7>Cy@ddLAjzJ8dkD$2 z^{LTToOxa_Ft8A#F!E_c)oLpI#H^j1Qq~E&362VgOnJ8)N27_AJ_jElUPXb{h@)Pr z=bwbK3aw0DMFhDz#cr}UtP0@$@!OMnQ+@uPXJ-hNgRMb*3TBD&`K7TX?i*K|T@T`K zbemzqGsdoY1zrpy8Z66tCX2`$p03P^rGHrWTI6Y{z-=-UPRQW2#C^Bg-d3Vt)X+?f z>fGy)^M|YV%vB_6ePUOvrg?zrTAASEh0qZBxSj7iIdbE7hoY|1=+zo|sPK*T6l=FK~P(-|O~& zB4OPqMYF>#&!i@#DOcC6O1U*HFVC}*iB(G!<#}*Tu&F1)icLMY@wjit*y)jnH3a6vf4j$PqJI4^~Qwy@p!qn5b!a#WinhMTi*Un zBgdDvFFc9xOMEtNErJpk30iojqw-D@ZXyc;TTD*yn5h=50q?jney#|9*Ph8ynScQ>M9{O<%&F3cdm`gGGHn1c?hJ z@sYT&jNx22)lP<*6`_ETHK-8d)YW`dp{R%WvSm|(RW2Dum#QyiJFZS{%a5GWQo2^~ z2W&r#*S#v#`0MbQn0O+*XX)&z=<(ujsg+|_PvBAPVg9&b4lrnG5ad4arIbG&jKT4G z?AR3K|M)fK8~%Bt1>WD+odDSc*i(D;Pff`rcKN%s!<82m|H|q8)8EZk!O1M%{woXS z-G^b~kn%pBh&g<JXEicOj6A_&+SDy`&h}Dad0HW45fqE$$`oNrRjC7E`-T<3@Vd+1$ z35|aVt}{h}y;kDvv|@%%!)l%9K&bmUtovRFY_wUNSG#+)U-UUF_YBjqypsC&;?e+y zyK^vF<0Ox63B}kv0qz+FSH1fn8Zyxzzj`seOO_*uzB+PZ?O9+gace(;&hY8zF4=$l z(R3Q2Ch&w~fw$Ur)Ya5Q~`R?;StNGG|bJ36mV-hr66C`5OIgT@_PsHwyVIn|E zBdmTqB^xs5Nz{ZXg<1#;7xGRpvu<+rDrgV%uE#RWad1OvR%%%fqr9Cntjb#JpE}|7-J^+emz3k}+@HO0hgj;Y^XnN> zL!Lao?oD|THy;3T=JOT>D&W<9?aQnDGJv6^54cFVxt~9A2Tb~{J;EP{A6XxFxgZR% zbNAP7T#`mX?jeC>+P@#5S6;st4zSahn77-@XJR3zIR&Hy;=%vJ)K>+y*|pK)#oeWp z;!v!(Q{3I%-JPJNNb%wxAh?&{6!)MF4sCIFcRBg~Gjrx#WF|A213EA0oRx*S5k1Z`FfCz&qb&4@wYg-(hCiBy=h*H5_gw!YrWiG!{xZKgT8ykc~ zr~aEwbl3`zBvIYbqsg4e84<@a%Cj=1;YhyRou)WL zw3-lz=#9)%Z@3gJ;KV*B z=tY@R#xAlF_|)M&f6(4Hu*Ut{^Rb)91}`t4tBQO_BB&BomdIv6UVCmZ<)mWcBNn!| zsfG`}aS0lLU`}9!9>s_xj5uELG9Rl7@V#E)hnVa}4l^LHSdsNnxfE%1r&Qnw@1&AC zfrb-oIeoeOXwqzS8ApJEpjob5_Sv>&>`o{04tQ>rbbiR+9h3Ar{0m|l!Wx1u_LAXU zSYsPDt4GxRY3CJ=L92JaGi<3UoLOEso#;c{GdIHM&K72YY@07tIuX)Kytx;GFS@^% z(!8q1YN{#e28hEP^fyy1zvH~&$XepWH`nZW$n3de)vsmG$gO+sF@%%!T&d?;>A9cd z8Q~0OrnEDAd)^bD7G8T$g$voy3yBQ9;CMxbB^8i5*mops%P78e)) z^*sH0JgpCS7!T;%6Ia`UFrtM#wYI{;`W%B)B)^-z?wExv=q$pLs~$O+;r(02dltyf zJooYYzYaU73H*-8w7g6V`y}#{l{Tm&N)I8(d9u+X_v2~=3~Y8XUr6Yf^g5kY$dJUE zS5#)OvAYv`$Tzuu?})XYoE85B`0cO7wY;J4FW+#BFS9gD_)GB`ic!+=8 zxjAvj@L(LqO37rQ^ysfq$?j)m zQH?_BOPg1v!*KnO3y@aKtu&9xWq7GL5b~uZ4L6hckK*qw1ktQ@ zTBzBf1;az3E%{5@;0(7}8vZ{dFxW3-SXncz0`Nlq4Q>6>i5-Ac=*m@mP$2#)1OMcx zWOmpUBD@n+0y{V>nTe?2HHr_>$O)DZB#K+c5X;GCna#ZdoX)J2tO{@fd zAOycekJn30l{Q;)`dnRx^LLxB47iSIW%F1La#f3+gxV3c?XL_lBI#iq*v7AnL~JDc zF{N@pJNc`U5xMoR5AiI&w5ZxqnqAZ4=M^(NED;U0WDX(O*1h=Kv4>$YE&yj*h6$S=xTGV-idY3L4Z;0=i zi6^BFYz)>N4bg#&fC+nrO|GUV)NPp8o0#m50@tdhFZFcj?;Q3HJ>wNEhKIEMsx?Yw zNHVJM(C#sL7@oq3jv8yunm;c>!eA3EAJab|M-GSanpt;Hwp!38!J^6D0QD>9e^bDH zGW7%Ae_pzf!}1VEBjHCjPDa(dtQRd!LSzmAG!70nCY&FGKcN0cg>+-d_k8gh2-ozr zq1%(nF!TDlnSs_~Vo|nSRNSTdI?8IH`K_qPK1Nt{A9+bzXxRmIxf>z%%e;F;ZQf*Y z&c5b%2vI6M>Vi~?SF*rV0;3r-^X?#)xM{LayPo=laBMzNw}nR_cbZlNt;|oJuZqPS zbcEwX^O|3cm=5yuik$<3w%r>>>`-#$eeDIbmvChRd!rLyE##mV$7@}Q?DPf_^cn8k z*){r)t@_5t2dnheuRrTAzS{j{lnB@tAx$wQ(&aS*!^jn?Kt71C;UNjnP~K3~Z}CFt zO^UgN|!0}_XR z|4fkIT&nLz!rB#8TTWR(T}hSHoqO-DN)cy%u+l2AIeLGTETY;n?t*6%w{;sM!$0p! zoG&UY8r9ld1`Amecy8K*CUQ_+y4;M&5p#dO~yHO z(1}nYa6|wu>2FoS+W=V%rK%g=4Bi+SeDhk)(q?V_zjolP)d6$5^paJKD`C7aXFeIH z<5bl2bo{ZiuB>7fxi+znV(sYZv`hEl8RKQK zd96Rh@4tzg+t}<-1b>H}p`0+UbZEZ{|G&Ytr@&C0usc|hQi;Qu`0L197Oh+&+&QB7 zIpXtd=%ZS}_`q{ZE(J-NX>3Eo-roUMcdjB|p~3f~Oe?_aSO!W37u%EYkH^ea9V3K_ zP4U4h;8W&Z%5CyoNzeK9={dA$b#a^nA|@O)7>x!)g=hA-6H}qvJOqD3_XFJFrSg$srh0?Cl(na znRa!~8yME8cKRVpK7;w6dc4GBth?5%h=Y9|W=ZI)gzOTe1nY1}bc`Y1uPXa?jy`do zkpzujW{(t;H+2A6=bu&}9sPqgViVF*lH26>I+Qjk0zNnRR=mc02dSehTh9jAKhOV! zi(tsQ75RkhJv$l$XlGuSd)5Dz_wP$(&$yiH8*Rw*d}w0+Lcq!(o(uUo?hTO!37?zJ zwig27yVi_tSOLjgSK~+0FE4qrPD9hrz2gl&2`W4mYutV{bmabrde;Be+N|kkSWvjX zw(ZIDiP)GZ+imFQWIKZ@Y7GxFYqEMZnJ99C#0slo2Bk8A=GsN9`&69T4gF*?C$Vs| z<|P7`&;q#iV)55EnPcz(`PabP{H=ksL3+8^lPlFJhJ`_ z;>NRZNh4p9D=2HSPX(1)n~2*G1hahw_cuHBd+KhcysHcL#s=Yv=NMPh$@G>e;=^Yf zh32)A=am62u4$7dbRTxcPkW6RkN2ArwIynR{}^;4*N!)@BzZ~$Xx4R{v`r9h(|tg} zDw5i|=vTSQDn?Tqv#9AYgMAc{{85fJu7*dC=?;nyEd5uo%?9kSyk}VrgAKMeEfNlt zBO>?f-xh;UVEK+}0hbWQhlhfO#!@ajSk+L`+sLV6VBI&z z9OyFtL%c)ykXODhV7#Awe17eAxkR|hs44qPbOR7JMJRmh^1~D=J^d%Id8lpF>a)Ro z-P%daqvP(_v@p<8E(RaLtGj8U`le8ya>E-jh@Epli%Q=ZyP1}WPR-#z7Zm5OQOszjp(r! zh@3Ac+20+e8OprDp-KgM92Z>W&f22CvHJUbm>Pd;5VT!c@C|fA`kw7)<+IefBv)B! zxm15q%|$V<6elrpvppnN`p9|6ANpgO8SqZh7&TW8AvS7Q#YyHU^V5kIJ&Z(aBIHBJ z;}M&$Ptz3aU;-HDDp$*<_anzb!rQK%o+M$IOMwr0iH|+Q{;1M1wgRV_6=)KQ>#^;( z*01<`J^Af4KmOL=dxLoek8l3^j-u&?t{S<+yG@?^Z?5`$LYVRg(_D4>{u*5$2=mZa z7wNVobstTSe@1am^V{##S>fGnBH!Ehkfga~%%a8E zUUNCFIH8|D&~ntDW|;Io@j}t!2(J#$rgU0L9|%- zbK?7M`Ij=_b@|!Uxld)PHqqSlcLGzvpOv&{sH13dvD-oNfYskZXfPtoy#iG>_R&CP z^}>35b6Axl?$rAwnLes@CtkHF#_bG0o{n%;nXuRd;YVDCUFW6+7b7VvNQq{WAjevz zZ#k`M*G7ffzn{Bd+j2Mq0;S}h)2=MP6M3MmD+kOzk{OiB1-I8%RFl0=OAnr#*LG1_ z;$^C~2QG+owM?8oyx;nl=x;)BOW23%z3%ShSulQQ{DmlII2F(K<8Ixm3iu<3(0Vzs zz$||}PFfq>X~+gzRYF8Xd4(Y{zl-GzF{rMeicCv*3AT?@`?a0kWGbpt?9q3nCVnr~ z>GmS*zt?xC^@rEmRWHd|V*^ob>)<Oy}}*8eWH3Z+lJS2o)b zLTz$Ya+ElXjG+h?jf;x7)Z?8rcawl>N(U$Ls~a`KZgPmFgv&g%&Dg>!a`7VpZtxyY zP*0`Zg+*~bipiLxh?`Q4{*$#r$7$9C1-TtjtH^mV-1An?i(SpydrPfv*#f%-Oy!qR zaJlxeWi+RThjw!QwZ9iEW^qjb#wF0mfyf-oFV_PMjagr!;-osc?thz;X;{vIfU|!?)79Z;-3QSqk0NXO(EK zs%yWjX1;RdaXgv~#&}kxD1?jYs-j0wZKZr%wc>lXU)R+BAkdHL8GeeyeIKr0esc42 z8$@MQyTe-_FzI8k^fvN#5&E;Cp^pOw|DAsw^~mgHL)E5vTp1Pmr=KULf4jC8#0@;Q z6i^VSt#pw3+#WA&FG&SL6?=hH5p#dYibWGW?G!k_^q;U+1D)%*vN_|XVrgw3aj>2pgh{iE56W{_GVz9l)rKCgwru^mBC3!i+dnu?ke|;%% zdH};9LB~iD?=Q#AoIcttP2?-<{KF#blda33K&;v!yk%g@ zjj+XC^m=1YFiCyrHKYHvaA?6EhuM$4>xeIVzXe2VmAV4MRLq-Gzq=$KT zeKheJ43>jt+2%MVlQpU7Nh6N*Z;^SdC9{3s?j2UVl*R~fQQm+oY69O5s5fe_7#~il zAL#TjfMct&MGNZh8gSuPyusbwo3{?=HuUjok?99RTIRJW~!rNk|dYjRp-_aXzavx*c!{a%h`+ z-D%cP`6}Xm}CyKI}oDby}q**C^h;FptHK<{NhR1;Rx+$WEx)gUL zp~a;fMu5l=SvwUR#rPo=4y3Bg-yOT=;~{H@9A-jXMjzsM5DUjcqzQGQ?;bHeLL+H`o5kRAnUh+JaBj-Clc3nhMcejj%PMUzY*wB*^_U+_R z%Br7_bnmqim=#U@Ov*;eFEtbS>)o4~zvU3^cSekDNO`^7_5BCM>jOIP7U#!r0ix_C z9fMLhqSAyiZ;@wzffT_Esc7TlrcNxTAX2n%Vqs(4&TleZ+T=mt-Db);u z-QPjCc)?T|?uDrDLONa}UMGo$^60xsHxn{}kGuocqV zfR~nvX~+N8y@#IS4Rw|}8-Zma!Lj!TX%*Emu+&G2uoP_n&r)p;71T-ltD9&H=%PGG zM>KuX4Ib|>U0YzcE0QR;QG0beLM_#yj3|h8VsV zCSvU7KZTy*yuqyYOKUq<8~_~Qy(j!gALcS&1q-W6MwNQSfG>0NCDlOa z9x>Wycb5UXwbwOHF;a~M-ZAu}g9OV?N=-icd$B{np&q4<3Qw_&7U|K4RL)lr`*O*Z z8qr{Gh@)XjRwWcWCOIecFTow90IHm&^Ch{#7KKcxn>>`0XWAf5h8)NMq{6Ys?mDAJ zJa-GZ{VOEp@Jo?oShCBK5T}9k ztF}_$_!oOiY0}bb4wNjYboj6uTZu(UH&W#d)AN4$TCO0J5?0LZjiFn36+qFOhbpQZXw#PWivd!C zvJyn45vQR=Q%Ci^`%R*2K(C##^drFde=6ZiFY!CCKiE%h-(XU$g4crrV7@runyGay z*X88ed+{-N0N0Vh2n)$~e1OpAQxj~bQ*YEwzOeo~a;gTnxH zL)Z#uV&}U%twbgQh@YcXU6Dl`jUH9Zbe3n@f2JB#-o$l3s$llqTj)mqxuddIMr%P1 zauP`Ya?;lyvEl#^?2rJfaWHnep9#uRFx$*pl+g=cnDK0AN&*aKh2Z@ml*pu16`U0C zd?~j~6ysa1Tua(`*O>On@I0<-y-pvl+thrvAC~w(nEkxx_JLVWA6Qm}OZElkn0kTs z>P?~vUOBrS-}0*~@^)L)o)K38``;)5P{Biz5`;O5WJ>41C)vmDgC^O`maw~1>8Vgt((#p!Ujp=`7 zKkPPt)``!=g8nAJraFiUJF}kES|B`#s(CW`fTh#SEBCjS^z3(2!3^c&0RPoLSU=^P z*%@Ku%5N*rX=|EZLLk^;G{dt0>(Ee?`EdkM0-+A~;Jch4JF2{zCmk9g<$NP!LiGt1 ztKv?w1dYRv)G#;s1FqH~R1| z)?dbD{u7G}U2%-Um+Q$Ll1<*buN`JQ8#+%@Dj_l)4|av0ujC`9z0hWgtg5NG8Q{R4 zUgHyTnbs4Q(J&@?yI#HP&J4YsekFtLe|oMd-_PF$(GCmBH7<9ag3lg+X90;oq*cBjTu>_JlRh4E*M%ohIZ7 zTD-K84YTWBnCh{03T zj_y56Pe3??@OA*hxx4LyekM^5MiHQMXtM|_r<}$}9i}4;=!{_}y66~o$_hky^dr7@ ztF;$-@3AxOmugbg$iK9n&)@a#W(5n5yw!PAQf+BABKQHX>k@t3+HL5WK-I7cH(|%x zfb`P4IY-8nmmO6qx0N@*XjVK64A7HU)gZ)*T#SWuTKp9LkjroFmE){xh0d{C&WcUZ z=U-kHqI0R(^%Xh=N5X{iwBxHxBedW>fM*T#UuV)%xpSA_3NH>Q`q=L5zdRt0+H3VT zDGU+Lah_V2gm~V_YWxzQ8U2(xPGM;b6jbSg#ETKn%)rxQj8Qf+E2FGdBC4COWayxm(^)=gVd8vPOtkjoz z;(QzrL5~RN-hshAqGkjCbvs=gU;RfOu4@%M68`t*p7K5PHmG7zFWbG#^*&Q#6Z{v2dKS(I0L)> zu*SIM__pOLBCIScDpan!pm>zO+R4*Ta_4veM=A~ ze3(j!j3#;rFLqYo(U^;b((RsKlFN*6zx}j5_`>B-+cny-bz5DbX_-FOQGP|ZXuMZR z|3^mwp)VUQo{xh{G6TJfO!HR_=?Sr{j$Z7%k_#Al$U1sNxtEWUj~J!R z(U8wI`ll{#Eg9^N)|s3Q=|4}!c_Zy{zX&vN#iZBRXb`N*DffjC#9O%c7O|-8LBkS^ zc>9*Te7xj;1kC8Db!?EHqE%=bO#e~mGQj_lT{kWcH(pRL&o{Wgjj3J9Ik+L6rIh-G zubk{uciTl}j)V{JQ@GbD5{qa>5~}VE?7mf#S=C(9*Wlr`QORj-aSiOW*9ZIrJ?#k# z-WP=8hfTlrtSPK&#AohMBh(j#woRG4DgO|3{#5i7Mq04K3^#9#l{uQz;2gz-Q{{Ot z@Ud-Wa(affb0f%KRTr5e%0moFUu>z7fI5zZmyplAj^63Jv-eM~N%+YMwd-i6t2X zI9@m?Fu~|E5u42FR}jS6#>JDqIi2V_Nk6t_|NT1-pgBYA)E=#Uy0%XePEjcCu9-hk zlbyR$j7skUWo>2IY9xZYup0V0#xR&q567D>{uLr5GeY2EAKp+i8_khtZe@RV1iQl( zrXw-$n2v*FmPo?5SGN3jz7mM|SiCzax9EgDJ)Hi?8=Dc6NoPoGy)!K=3ufjTPs7?i z>QYj6rAZ0Bgug>(3PsXX43e>3@eA=>$&KZd4KB(CrFO0ow}YfR;l-|z2q0WHH|Qi^ z_B1>?tF3&lp+)-=dgxU`@$U<^tZ@GIw@+eUO&je9o4z1jM3rR?v(IzbYttNiHJBfq z`aYi&1d!zZ;(?S|wauz85J5WV*sL*N`)AK{{C?_0NOOnwK5G|?IC(%x@JgI5SDT)C8&rEns?|Me7cM+$cZFexM}9xC zSaG9~sZ304BQWwPF%=)mV&!NCrK{9t?jeat2=_;mEZ9K@ea}12g%yn;(10nO;^PE$W(*x$M4r%R%fIth7*}p`6F$yGp=??Gi4^%oZo+HiUSc)l~J0l z@LqUtw>h3@dx(hNT-3d_Q2-L>902+ zyskqgEtxG)sRwjMh)trpCJs@2R76J0(IPI2ICUluZnCc%&h0~%e+t%gT~a@E%^zb8 z4`zs8@B_b65gl~Uy0OM~3?s+d?|=W52n8bLq7br4b^ln8M?tm`9*!h$o*&&7Vdtp; z^>6ET1CjO>=r^7gFvbnz>IBcPB=u*WiA^=dhFBRlt;ur#M>K;+8Clq_=KPsr$f0VDp??6>C$klf@Lx>ZVPpx+)Mv4 zDLPaC1;8%v^*sIR8UL?jN8ImSqv+aiL61!&SZrS7)h-6bX3L&nK8(KWzDjyy2=R-W znV~K?N!BkH^)m}sp6zxZD2Sy6bb|CBn}&m`hW>7$``A&Zm1hymra;WWJtd(_8<<%Q zQ6T~e;VI(I53UfA$qbQ$i!5suu2p&u39)nSar%pPRPKce2PCcZ*y2BA6=q@9lc{+a zGJzcysP$2pu2mJ}DGe(j9}ArWL9=K&D#m+azHOsgEo?gFpw)@2JZfVvrQ_S!?UWS$>JSCa*ugpjGhITAqWVV2^*|l)CcRlt_H8-03<5|5e(4y$Ss3}WzG-;n`e^&ZhMGUGT zV(f0tvPd*Inhx71zB-t_C#NNgRffl1@HVun+C(+esgO;mEi0>igc`i8^01E?1^#2{ z@t@CMJX9*!xE~34HfL(kO19Su)`5_VCq{^}m3`plh+sp8?@5UV`ep$vy{yR+5y9}#s+9RQjJ_clUm}etv!tcYTy+z10gSc2 zI|pF>{Fd;iwCk|H9oe<}ZRCO4?Tz;J_3ocq5MP zm*nVN@f`)GBDV$(BUk3sntAjGEf5tGCHwfZZ9I7_YAi_S8vk-sSP&fujy3;iKEn|E z!K+Pz>#vIhnlJ^{kal`q-0l)`|7TVlc0$4Lmq7b{n1_RcHRCj??Id4(QmvWe($DmY znY~+4L&dGfo;f_GIJhItzfpZsS%smIFdx+jr}V_3lHCx>Y=31~RMVLuMi_Rwg+A>kBe^e9Wa8d7o%kZ?& zJOY}R!1f0bi177Qn(?kIWM}nlC-jVH(fE>U0xrMXKbmIFw?X<;5I|TK%DLsd1Gy|P zMU4jXi#puCtIVFX448p@$rGlw_ahY@#Qf$alDk;vwzkdcB_njDx^dC}gHQ%j!l z#cW=Fwezn4b#sins#jr1AH#3y|n9O~uPPAu5G{(?dCgi6!|IPg*l=Y-4wsTPp`&q3a|J-X8 zw3vj>IcXZaHvu`T&6iOMc*9&5NGQ(P$yYUbV!^Ftm5DjUR`)#|3*Ggca7Cb`=f)bN#1G|%Fk8Vg4WE-yd`PzBjdbkg9d=F(zIqJD#NA4AP<_v!1sFCZ55+}QR5#3d z?jnFD2Dw*H$f)qq!rzmFd%NOy1b-k)%L6HVu%YL1S==Y z5jS~NIPu{q$T8A4FRF#xUpQXH{3gsc_xqIg=f9u+qkjp`cst-1mj*0@l(IgdfA}mY zZKC!g!26V|lrc+yn3@?%yx_)dNvGJm4cvI2z>Rw+@)G=YJ9igY!pcx?{^@ZRTsKOb zUUTdL(27JGH^w#;gdpFP229KP!am{XaN)qD zA|GZzz3zzDl8w5huQbTX!_CPYgg+iDu3~+Y&j7lKr`5(U?pI$pH0n?<>${hYBc980 zVg-D7ytjh+bLu;-hD`yi$Z%u!5axeXe8DK+wH?O>RVTHji{vpu>Q!0=f`5*lP99jw z{+uBE47_vwuex#X*1TnpLg>tYMA()YCOPhwBHHT{Q8W#QRD$5v%{I zfTmVL%5{n`WabE3I7y|R(4@dDLJ-SJ{C97iw9j!27G|k6l6MthzaQle?|1Sxu0Dfv zKaWMp>2Zcm>u6g#FWLlq}XRAv)Yb#+E23|1h$TSxXDLHSevkqM}(-s(-Mdn%CrGWd(WS zrK%iBS!6^S_Anj!ieM)C*;8T2zk0<%hEUY*G9G%_LKR=!lOCo~(kgfOlf)-V;FnWs zpho3XlZ_en>y`LJyOT6sFYw<)X}S<;OusxuAnhjkB4P`Td@3e#2*kf7Y>K=9*`8oS z|LVp(ZxvE1XAo}XlcxrfXR_3FGSQqWj?WH5e+1VD>TdQ$F{mf{7 zQ$?GrHz8gk`25}>1aMr?sb#vCpW`f67}%uR;TrQu@6ihKWiIzEB~&jf%u}LcF4R-! zwd&N+rs7(y^dxW4UN-RAbB<4`C!=jI(E71wMGH`Ix^Vc!rQz^VXwEUmfIJdrb@`aA z8Nl@vVxD6LNDx&Kdqll^9aMvvdS89U^!^6?JNwDO3O}I5-!mO&5R^9kdDM%`ScfP? zfcV3oH-tS==lV04Zwppu(nqm+9<}`NpDl}0EGTOr8s~rJ+WPBmvDb^F>7@p{U2WIt z*4OK&VDNFy`(O);4MCBdlYo~0racH;z55A1HDI$kDz!W_z}YJDHvcHzjE^pKNaB4F zJ{29hZ-}NR_duO&evQY|vyE?!HyQxk(fW=Ni54oK6Z3IZ9WzmTvx6TvJd4Mm7w^Y3 zCOEQQ7JG_;F-F{!^aa3ReMv=&Eq>O?8B=Ypi1X_+n3haO1usv9^Xq_dOiV}Y>ZJRQ z;yW*9Sp#^90~?jORQ~C8Picd@!Q9_R^P?neJCevJ_?bc$URG+|`=fi$HKmoe-V^@y zL)VymwCJ7kD|*&x3N0Fuy`lD-$tW2lbEX z05E;DD(m$s9yBWKVMQi#igzfSzT0vCA46|I=eWj1z*vi2+q4>QrY1Y5$ol9WVY5lDm{DTe9 z-|%z6Lr=o^ua`4r`a+en0@q3<+B;xpafKPPT~xXGW~JHrwwI%=A-XK5-^7f_UPY}C zSa9GuHQhP|kQLZLNBQON4dyL*_{297b=LM0BM7o*u$I3NBTIh_9fru;tT;k1tf^9tLJxNQdKB0RHm3zPY z{~TNoU4HP!7z+hc&1HF6BQCI`t~p`cIQ*yZ7rK zyBlCO_a0VoG9E*~=)d@D)yIVYWl{J)=8HOMTx&Hh zTf>6-rZ4bZ{_l*)@($Vue= zipPbffiIo{>47W}eIf3-c)Oa)VvM0o|8^qmwLq2O$&xM+Oc()j#(#(M?EDKQNz7@J zmia9^H__M!_a&jrT!pv#l6%Q;>13O{lZidj{eS*s?3an9=3}R`uE_DrFYxe%52q&2 zWdZGfP&ruqWR93nQO*9UmN1aN#m>rejYTy3;;A5E)lubMX|*ARX2VZo z)`aQCOiJm!ul)5Aw%2H@RH$>DNJNV^bx-_Rj`|t)Gb8LI@xFoHG?)93Cm zFV?;?9ws4)D%)kB+S*W0&~c#PZHM30i(fGC!B*vCxvIYL2SW`L8Vy~lq02q0W*sF1 zE$vFnpK{y=oYJC#b-M!X-Fk+K8Nj zHD^!JxTM02y+NxzTn~h&$|rg=-k-=fO=Rt5xU@tS)yX}d=L+b56BsGFQ%XF*d0UD$ z==t{@TUQE}juYru;fN0AL9&Vi1Gf(&KsHQ5TwCd+)a1tY=Ql{y6sSC6*j&Zog~G%0 z1kT*V2@a%%dcP{hEJL5$miNj|17i#-)L00AtAx<^Df z6lP()SXu1OP%TI7&4pFy992p5xL=BtuboY+4s2wa&-AQ6!ad!dY^B!+?JT~*{m0GJ z@7{#&7e(8yUBNn6iE7>S@2}WI`H!n-#E&Zy`RS_|zizLGfpfqI@%s((hcyD z19lS)VB)F09Ut%H5<)r?HL$LwmCRFHu}@iEcNso?WcV$!(gI(+FOqhpy>gcZrtdpU z-{=ThwZA@%_)%bX6%D?q)8y|9*|FBMGh!OCv!S(?r}|%byh}1MTVLG7C&i6|QW#gC zRXbYIi-lGkekMz1zNc`A5=M+wmFKe?&CnD|a>mD0Qa+_Or#}Chk=~8)uK;yvj{Hw7 zDuBS-Y+^f$0@9j}PXd^Uh_tv+oOp-eTnUvkm+}2&(0x6=g zsd7wwFSj8_Q+`7E*(ldalN_&`95b%1cIA3qhdR@Me`>*pT8)1~U=>q$H{xL@0aJU` z0WWb5hjN56YZU{3fb|wI4*SqC@jB(>^QsPf;)oG!^2}8{vC)lqp4|%$3%&eDZN3M@ ziWM~203frUBUR&75%LEDR?VZLCeN5)X*0opBy{)nL@sig&|JhCBw&#D1sv9FPKTwr zMI-~eqcaBo&WMx_?Khn&aFAXmGOqH|72KsgdCfHljY%D$RWjB(0-e7oYul^&TxDIv zjWodw{%P?u7wnZs@$6AQ?Icf97)-fgS34xd+8#kUgXZu{vpzV~CO-(Ox>XYK)hCAW zkAcN!8P2(-4%&Q@k!0Ygi?1HVvB^GufjnK0kAZ~~aJ-nIn*#4%UTX?gYOuk zFTnPazoM})l5}BWz`0D3<S*ixi`JC!(Xp$wgd>J zjuf!kSv91TLCJF0vEY+~F_?#4$vo6xF^!k)aavk~2Xk3c-e5M3O~LK{jJ*pttUUC1 zQQ(fBzCwJIa*K+lZxBD>`I9|0a%vYFjAeXBG-Y39%amP=4j=M08GWXmkUM3Vj^70O zOF%lwOPgJ}gk`6=eh632GKht>6I$UBwTSLkV&A)n43LK|TUwh*%ShkXswJ@HL6x9LTe$x;qQ(I3c#|AC)BY}|nLT6t2T0g17U!8tbo6r^0nW$FE3s7@qm4g89~i~uz0F6J zZu4xdN)v@m7!MV(%P)VJYVvUCvxk=VFHm(bN;JHDWyoz61m}Z+YPwjd-;iyHKAYmd z*g&J&e%XA|gb8bKIp5ms+$H+A2k;1$i0c+mC4cMfh&Qni{jSQBHqzny(fiU+gpRb0 zh5gk@|9Vt@G-#cPnDStY*BPl#9aG_e#d#GSASVlym3|2uCcv}1{wTCaSFM#`^M}Bf z_kgHU-6ij9m1|afPKAk}HQqxweNAQ_z@7haKkL#`@}=`@ME0`kCiJwZi~3=v2vZmPt3&qZb~-$N zMCylsXY2b)ZvTtjD1W`}+1r0KvM69R$MsX{%-F(;CQ3D7)~LsKaUkbh)uJU; zkat;**da=1!eTiIQ7 zYE*wYvdzVNDa)xxvVV66!F|*%?vR)y}voe^0umXIg{D9{wdt(Mk$i z3{q8TXDKI7vu*}U{nk9oW;2=_ls|i6OTVr@`-yo612z^PCwtcs_g70CRy!4%)iwA; zt2AL!Rv6VtZU-ZRgWAl`54q+Q#jq^yELp~g4l2JtHlU_5gR0>Vh+-5kSBlArbWEy5 zuaKwRIlSGXsy5C^G`+i|1xeR<;ZGcZbF;EEKZU)tOPN;GS3j5Cft7jEE6ZQyB{_*( z7DNonLsVy9)fE9U#TWrWP&o2ELW{-1)L7{IXwlEZXSt|Zadb)Za+a1X#Gjg{OX-e) z6*xD(vQ3p-?a#C8Sg;l61v^ePSB*6cO!{xZY&bkqk}vvn4QAQequ9WLWVV2`i|5gN zzsqc#zh79#m`~s1`QWX8mv)}7>oEAMB@pJm`JG?1Prp|eI@d;enZa<1F;2Dp-t9wI ziWRNQUYm^G4`=x}EocOYc^<@$>(1Qj;PHRjI?Jdwx-Z-VMT)h!TPf}oDaDJs1@|IF zi&F>=#oe8t!QG)qfda)F+$mDrgX^8X_y6I3xU5+#3&>0+v(DLPX7A_u?Z8aboha^M z0DxrqYnxZc#8mhD5>Bj$v}CmEu*9?nGJXPE5qau3x9mYQ-OC%0`zt^3cLXPXGgF3s zb)V|<_D)_q|l&kZfZSFMs2kP1mkAW2Xj^ZiABcu@=g>v7IeO$eSF*85(g?cEo#X zKTo1slaBrIj2F}=^smaxgQeY#-Jq6l0-shf&F@ARjMvtj;DBE*Zfs0hC0n59``V*} z@$=o>zqaM^)OY#R8$b-rsybY|toHbiIcIYH*!h>;@e|NF9pT|u+{3RqU+*PX^RX0G z9fXKXZ-(#{h-25koYggboAn#er)8yAT9oC*R;?bkW(#^;t0rezab3aBgUZy!M8vx< z-rDb5k>)$J`=uHxASyMDKn^u1jcS;P*sSFy$U6`vWCen@(Ivg~5+;Tsx%8$0E9YwP z>Fb@}FAz~GCApt^WBd~aleI9YZu+C#n}C5GOGSr0$shjp6l8gFn@dfOmDwjz3NIjp;>m;9wi zY+3HREqDRruT)`6P(DkXZ>cgoyTp*C&Xth=3_#W`sw#d6_>eFuKq|f~Hw$=^_2)kt zMY8o8#xkcVD3#vmtic75cp0gd`;PlLv{>{?0gpv}zBOc|F2Zb6C1PZ;Rf}Y0Rvz3r zD3n5g@)M64Dol5fYH#fNw3;aubi_Mv!wM3(;^pwPFJJ-mw`NjoQ^Th@yxjI8?(qV(X7a3UCf!xrk4y1xwHov3gc@^${>FtaKXpIwo`_t$ zfjmW+n0IW*>rlpEqDZrfYeCMG;pdwN!sFH#MYQ{A!7m~N;QF{1JfpSZISulGSJCYNu?7h@z|OMP&K}!bP}x6CFsCi|y_*8jLIK5O4Gq zg_5~TxoFy-6YR!RYufCZU9MA*uRtn1>P_umzgvRYOa1Md-{yB&0!>O!k3G7xh&%qE z{7Y87@4g*d23mNVTpt;?xmeC_HT0(gxvGiiL5&x!lrJvF!~g*!HisO7?>%xdKs8Tg z6r(%L)yq(86y5`I!^(TMLtFf>9M2xTski^$tJeFtxqtSX4B@i+TzM7TL>?5xKPK zDgZbl_gu7x&~kNjlQ+d7b)kavLOh>?k8sAm3gsDyS!*gt%gxa>8X^WXaQ?Pq3CL!w z$8atQ4ssWJ>^wyJJ-SYrr;U7r>SXk!8{eR^8wHN@#U%B%?nx{^a{y+2i6b69TVjI0 ztA>qjtc05@#!9-V(}l`P)wg=g`dCu=lJzI;~X-qkciGQ2of1)v>`&@gbB7Nj3 z<;6nVRt{@3Yc${%)llO@=3?BTMUN0;LRhsxI;@vI^=4GFO>_n2x2KiQHN;h&;`={O zq*v;W>K@xYHV50|CTd9vXzn77y1^^589O)7WqbFx*_CHuN~uUe2_>$h3HE}K{5+=7 zcsku2d4A9$*X2ZaUJlJZ<)%rJrpK1uTXanBo>ZJE3jM)K2bVDw_TkB7T zEysh&F60IpA*E=X-ZyB7H#J??oTQv~sNQDa*eeudd_{rUE!Q^;ExVO;Cvv$y9olL$ zSgRzOf7L?dFgvu9kC3UYM_Z+=2mw5yGPmHK;Vj&tIwF&xl}<{zcqY$)v}lSDPFKm!12j$SJrrmt;oVOFgJ&B~1JbBDp1?pcsSjFt{ znDAPJI6i?N4@@TR0R`>B_&?1eKBLNM0|4Fhr@wZ-IbC1a0q{UITl_6M10;6rBO`ca z0DgaU=f=8uXJjk}Q(-W&DGh!2r3zyMpW9JE!BvFdSuySYx7Tk3sXyK0c0Z%7^_ygi z{dj$H&*o+Qk^v82i(dptZ0<1Y-be*w=liR1FYN8EvBX{jz5|&|+pYp<6eMw~g936(b^#gZ{tV<7#Y2hfC5Zr=nk@c8D$ z^n-uNXk*sA_n0rW59m1*8BwDI~yNCCQEQa)eM?62wcW#TGCh za?XQ$U5UI~V-1v{dN6-qpz2$(4!e!0a}MIfQhXB$g>fVlXrj{@$(~VvbsDMZ4l&WY zrJ#PM_DhLb${?%!p~T|$X=pLihXb%jfVM;a2ORVO%D`zj_Bt zKqadou#T~#(-5-F*_A=;NV5k)PvyfMXVvsL7FD3th`*}hwA|U}+(zPgu?KPkbs7kT z2n&i4?+wVN&i^7QwanfcG!=4L%76P4wQ{|r1PC)S7WP}ZuUEZWD(Jh%wzr0oc)mUm z0zD{QeR!APf44(XpwdgYvx?`<9X-1ez+K$}E!HdLx8OxJF~-9p1vcp=P`1NwZu8OM zbeO23lat(Ifm!34%OxS9v?BKh&3I0OX_wGFG)-*T=5893a=_kx0nq^j_&vXYA*9h< zf-Uqujyt2bKX$P${fuL91GC0yL{T+=Fw}_#X<{fpsHciPNr<6{_*(|YRl)={-647d z=`surZ3r5`f?ML?YOsdKeQUFFml z|MZvP5+1qzmK#<~`%e>6#|=HxV<@`8p=L$o7Hy1y<=pklsbN`qgx3S`z1*`8@yL`o4as7>tE8(46e zAr<{Gu)rfr_(Y?uycB7$`|0PSp>G%CaS*16p4j%qp5?KLNN#7?i2KsI_(*krAJ6nU}I4T2x>XRm#vjurYMv zok(j%D9CRVRwk0_U4K#L#ZDetdQzq_<|K`DWh5}u%HO!FtE$xgub5%i-K&D8M_~E7odGK0JV#l zd_L~HHb(e*ybMeXKnql8#fs+P>zmWo*7m>92h`0|K-1KvJc8EDUsH;72-~xf%2_kl zyY{FrbzLM5;`)CYg{)=3V*x*d4Ev6^@dM7RLZ1rP^mJU9l+ncUB!U*xhOF(bLf2;v z*f07Dj1^3|Srm(Ya#RsmdPHbc#7`cZi5mv=T$9J;S1ONtZ#vE_q6*w+9ufFpt!zIA zAhUhAK%_OEBJjr8aL4vv`1}O3p|X8lFD*SE<|#P^)>qQ&Ip*$9KtC%syA)#YkqM~L z3re8v#4!cQ&Lq#~JmAK( zw1jzweJ>D^f|Pr4b7)8SF{^62PlbSO8!w*PbM?C0KXt3%7sYVrhxL^BEs0;y*T;Xy zw^3>%hhFKy!d|rH+N(E~|I-8!_7O^M+M^m{DKRAZfGqPX0e4@Z&+?afVKTf|(r>e> zi3q-wy#24jbGxi znVp3QG79Rp8TIU!AK#LZ@~iIIT?ebYBC>w}Zs5Bx|9P|{P!Nk8gMTr!!ua8(p#3v$ z4k$4HrZ2ij!#e&2B(}LpZvgTVWLrXz#%0$*yq;wotc4z>_q{X(yHYQx?(_4L);_Um z2W?7Daln8%x4No!$D?Gy?P#jSipcT_7rt&czVY+Es)kWzf-nRx8iA8cW$OJ;54VN0 zVa!pHVw4VuN_Z^PLWo_ICy}XkmoC#*@{>&F_NwTe8_VI2c)|ogK~kX5-ceVc*C|z6 z%-FzY5-Q-PJh{;1`>mbOLMV-2P+d6&2MNPx-u~)B6VP z=Gq!Gc!=p!{qxmwa+>!yQa0sJ)glWxl~$P8Q~!I7>R+3XZZXI(itsv)-=nGtCe^Sc zY3Ex==}wtOcsrF5U@eaScwi{qOn@IN+{7AddMM8yV(F2v>-aIiqJBHVJJw#EELEJg zn*n~_zVl^lW=D2jN=b!@Suc z#9~-kS0_WP;&f*$zeT-BZfdo_xC7YK%0;Qu-a{NKw%(C1H1&)OHXWr!Nkv?@ z`v{bfl0$+I!`9itG*Nmk$uwx%PVyI6#QgWFrZ#IEhBZu*H%|Sxf!ZW6!UnumJB|Hk zf8`zB&gN7pEdnU9n29q$ji&Psc+y}$h_wHhV0^jd+N+@zv3q+SEA>X&2)$m1(Joy= zeKz^nj2vQm4fROauE8)IQ0;98*E09!6m)! zbH~O@G!0_gf%;6H!T`5LMzIAGjhXzf!V+mNLYk2m^&6uRmWFhTlcgm?M8buSsYCU( z-j*ONt%cag^I7iUh(ZxTfj?qT3yP;Q)x;K5c(V7**ecw*Uup%dxmMrc>a^ojnRES~ z9!K7lSSKfBAkI5@p?Xt7xlc^6hr%1V~CL-$G>B3Ud%+Fd;P8KSh{1b$#q5?vvl{E8I_chS46&k7%#H zvv3V9sNxE-mZQhlB3X1ocGmH0F3)U~#P&ezMS3r#6BX8a!j)mQ{*<2O_sstA8qRog z(fztXinS&Vq_VrnKqdxXn8m*D#TYOOc?aPc_ zLRs~X+-iKR5@jjORG0i-Y10-JKG}26VW&8fKBZ#0*`E(H!YEo(byvdD3r?-N2+mv? z+oi>jn^Y?P%V`eVjU;YCVmPQ-14zF}rH~;d5Ftoqd66l-UU>_W`H;LrW8yU5UZ^!e za@-QFQzXd$OL(jSG5`*XA=tE37Qizqje!zP7uSL-%HY^$hQMKyloz? zJ<%s~J?M65RYaP4eFV4f{r3wA*qxLW1#pTR{ET6O99XM=5U^ee=!bnTYH?R5{22$G z;%990?IZ$7sn(ECQ=UA1rZXXzf$!`KiEn-K`tQmHC*5=C#f%8S3M zCvgf4cvAqbsmo;H@e)wPFa2OMlR!+7Vs)6P*1AON&3S+)Xm)U~eD`a{lS75gW@0ss zP$Edo{5KKcWr>$pwrk%np6E0?R`+EmpOrtdS-7}x#FNy&b&|C;m8@-vHRT?B&q~IK zv@J%A<6x_4FJA+6g#zSj9fc&vxSu&!0|vmiXnF7=iJi-}`JN!Be^ zrbLY<#c;Tcr;+hxxtx>vVleZqNtHO*HDEvFKmO^Rj;IRKjc*>k_1XtDjQ4ZN3??d5k+l^X(3bitJ_WOW{M##RFY}ffsy71`^T_S90H?g6TzgmW?;?BfxusB)xk8O~B5S5? zwORe)%Q@i2p-DE?CL3PrAlFf*wu3kRNExLp(qEl8#G!b9YuB46S|fXXivlDX(OwbD z8CPIX^cA9P63Q;%nCi_C9C!?8E)LY5`6$*I*1_?6=LdAKZWH?%V(ZcSpRz5K8?$Hh zgVv(CvJinpaF5>*Xh!GlXy{)dzwI?OK^T@!S#6rJB2k$Omwtl%Y(4t((zluo$IcC& zL+^gQ z=R8_Sv!`rcyBG?%+zs&GCcej*=6$j`{6%CT-3@LCXqf$=*s(`vT#mX)iO3OfrXl_x z=IamAP+d%D>=idjr&UPb$?YJ*v`N?S042m;MZJ-?uM>SCn+}1XD!|lUeU@ioNkS_& zFAe{SHAp=qikBbVsVTfXr+|^ZnbdrMo*!Ke%si&Lvd;URx3`2FS!Pr9i08W%LCBkVcOEfkn3pBQ(qgo}2N$xY!2IZa#o-uU z(S=jYW+2`eM~>)Mm#5ER(`6d72$q~Cocg_`_VMK9mJrLpJ&WFqZ0%`j$<+ecrE4!+ zCPlpnJ+=2Kk^Ks8G!(VT<#Kj7?>_0JPqZ0_SvgNUL6*WPZ=VPJMs)G{1aWVqhi8 z(Vh=UEG-F!2{E*lHAQ8fImjMGN?;=;gQPBzcqXyL+N2K7;ze>e1e=pxW8FT{Cdd)) z!V@VM{PZpG1k%~S!#VWr0LVra(08|!0nkl(oxiW8Hl==?mk$h}ml%!&kB^88J~W7T zWxW=$9fiA8{7R{WoAi<}H6*;O-bODJhHK4;fq{aODwFe~1H4jBt&+%D(y$?ss;Sft zo*0peAEbcpFUQffBlEYR;(jYLC?+A>DL zlsr_#13Tq`7R%(8m?2^c!FoUmvy5deh8sWTeO`z!!wTRHe^|E42IQ!)_EzVA?TP2q zg*gwX2|1D+U%F9YF)u-4PMG$(xU2>%I1q4z^$Km}@p>M1ETk8OZPK6RB;X0@L-pnz zNRQvRTB}SwHTAvE)3Czluooammzp`{Alzu0g;U|j8!FqlqUmvRpl;3d`fmp`v*rgY zD%u+ZmwC-6^l*-lg29~P7xqnt*w-yyjfH8PPU%5r01yxr6XQzq!CaSGFsC4Rz4as!BFqN zKD@Q|6fvh$Yk$Vk2aQf{9dFY{;!fNApX}_HLoZgsXrWwfBt7R)GJy$C`T+*S!bj{5 zSnmx{DovL5&*O4L9EZ=yK!dn739FOy!1gZn;bd{ZR<`Tp8Q%n^I7 zb{DDIz7fz%wQIEcl5(6UzgOilDm&7AWs7N!p6(IPse`uxA>BwqKa=EhD|3PlMDu=9 zg?)!63Qtd=ZyLo8DfBya^HMRRRa2WW;02%9;Yn)oBk%5MkmZ$Uz7?UwHIAJpnQ>~% zxAoM_|CLHfK0(Z70Idgn_`+;Mt{d1=#FB2DrhCm=*)#trHaxiNIUk!!?>54K zwq!hQzClCze#TT`nI!sgVVaoqpDX3GMUHoIYPP7u%~a-RcB`v-1^Z*ysUk)(-pN&y zJ;*58IVjD~6zPccy`|UMCtXR{j4AQA3OskZl`o5KP)<;$vjZ$;$?PzL;xxifCRmPO zgL(NJNf!=U&khw0*7WB<_%6md7)S!tqe#MjV_nJBbPkEcG$8GxdL#8FFp_}p(D;lc zAM5+=oQF9@dEYEF5-2O{B`q)27jx04E79h7g-Mi4aT`yAaLNJcH_fp@Zyn$)p!tQ| z7$&KD{aHC4+!5&3Hzj!V%OJCqb)dB4i|*Y+`jvbXGyP#VSi$weTnzO`9rZomfFfSO z311O8;iY050a|e8T^qXPR32s=DG~BF30s4l5(TU?TbY?~rX75s!=4^uisYBQ4>__a zQ-mEFy^w970p95)K`#Q|(3y;)kS3mF>L%Q9qp%oZT4!n^my{Ta&4OVy%KRxD_+U?)1`PCy;Gjk%^*u;cb%u27B7r2-G)38yS@VqTF z>$YH_@SPlzdpA^ylqO2QZM zzOvtW)J=u1`9B*SeKnYTh*H6l%Y7xvIm&V%yn@>H{-o~KaZ72>;vKW7I08j6oji%~ zhB3f7hh@EYR0?yh74?6roU1V*FUwlax}JY{?^5jMye7Bucz@FEb$?YQ>U&p2?f(FC z6ClSu@Z+VQE&d56zm8ddW8CG#EHAUzyayk)c#LW%9$Z6CYD?R9eo*ed9^CFu;DIWi zO^7}3mgM?P0w-6sGm)G1%IdAzN?h^J#bklN!FLPI%DFmW532__eQ&6rzZ^Io_Q4Sm z5Ki5=m{1T90-UiFu6M(z{eC-kKQ^B)gu6>t-oui0v+x*Cbs3g`&)tt-^QJTt*xKy= z^0*AbKtMp)OlSVzp1^TTDZXg{e*BObd6wDv8VJ0SeKd8Qk?`OBH&^8V3# zq+)u{E!D5uwbDI&y}Fp9o1t0R)Ih7*1mqjA=PLLTsY#z5*ib&IfgiIpwbF*3)-0Z` zQ|~FD@`-dUUxaeUK7%1UZ98BvN$9OT{|NgC%kY<_@hM&-1LG8!b+R`kZK>HPd4_LR zxh`X}XmhTy8U3)J{K~HWHJ7i7iLvo^^}#k+)PJJ+%T8KaTGKA5ymZ9v+40@;{ip~J zls;3Xize6FUO;s5_0o|>AP6-!bc zzWJxUx}L22}TPm^3-Hbm?e+V?!b_*)pSmX>ws9qj;*!eu<;GflW~_ zwTitaatACZB4Wf+VON=D#sifftg-omKQFCyG-p9=dYApxNC&cGBTQ8>wZ}B_&i(s} z{sptvv}ODA`;2Gb?I(W&X}5rZ%{o9BGQ0+cFwVKBHDd>feQZqHa;9%@X7axv z0e#Z^DuhdvAXCm12RApm)dxfk7KJdmqpwSzxn?ZSTGu7T=iPJ5j_zr!+WN~kK6B++ zK1p;WJ1P2F)i@aiuLrd1qZ3p5)bIww8PS_{ihq3na@@0`S{(cL=+4i4K2B26I{3V9k zsPe^{GSR$OI~TXNV27oz4tm;tz>lMd*44ku3LH4++4t`g(*)e7;?@8d*m-n5_f){^ z05=ngS|;1bv_lIY36}PgXzZrhWdhrXo15Fk3V-aT^}CG9s=jMqU>L^?Zcc8XBBT$t zoFFED<|5fWJXG4**|BRm6ILyRSsz$!o#FT+cxD3ANG%iKEN(2gBOnN)0`myEdwn0d zsoVW@XUBX`9yjPhQQ}$EKK&ZOQ;;MXiK+kgw#|M?JCQE&;?D@YO51L)NjIi)>4-%c z1hrvVYHqWCjiCB(K0_22h__JqLOd!roWa3iKrl?M^2ej5+weg?Y z)BK3DyT4yv^b!%leL#shKx4Vf$0U^Ir5nK9a3lXQGn2wL!cz4LLEM)Mgpo(kuyClp zWRMEgs-P&bVVQI1Ba7k98Uwl>pP7kA`hE};ygOF(c=TIy(-kuBi41%5eECa^2a3P~ z%s^l&$`r!1{Q;y*XkWfyj>=HN`frgdF>U3ZAi~#@PdXLvp0N}V5BvZA{p(=~**RK1 zlT~-)qE19`l56#Ojqn2_X-KNm7^qjMe#DW>Bvc_$$|loRFsFR&ggA~PYwUA-d%FgK^xfU%!J^mf zk(Ig$4zj|OW~!x)00m2|x$nb`x=kjFJRZu&JhqWkhi@554E1aW-*+BXuSNB0H=ciW z-#)nB0%OnDUv=H$UBW?oKicD995sDe`XdmqhU=A5Er+gs<>8#CKv;;mtXzuQ0V`gz zL+*vhV%)xd)jsscE!hG06YCZ*v6y)t-Wy{5AbREAgK;iq_1~34(A~VbX}!6QBIew> z?*b-LYIB=!#Mh*L=)C(qa5jpUD_`%2@S_6bc}-S51So6;C{o`w^al}+{PJ)5?+U;0 zgp@EvM)pXTOsP{00#{D)MNogCYiwLxl>~XfPhs}QgSY=nwU%%pgvw#Vxs-!; zV2N)2asaq9>%Vv(`OS*3)&qg{?oK~;a~Ig>6A4k8r_r2IyH5uuQRRH}!^xU@*Z$rN zut2c_%Mx&*0aX1QUyjPmo?CJ;5Gx0rE14pj{Wwm8PVRvdzh31;KkvrmSbKr+TO3%r z014BoH~NWa=58Gkrgk2X3V+G~R=qr_C~uUuL*MjY&sV^VL_qi<@NXC31r-Ve39i_W p%)m>ux!Qm0MSa#t@?U&h13yZZQ%^iw>%vsrj} zXNoQoz&CljKGyIe`btLom71N|D_28DQ#>WZSN7I+udFSNZn~H{I$7G;3h)Z@-r>G! z@#>YmlNcYL&Hw!YubrbgAEyw54BX_B{UaSGJUk*p+8We;;B)wqhy`u2e!4v3t4I9k$*_!rUSROs81AC;damOybcR!TUJQRee?xWn z13Ob1)2%IKf^(TU@87={a`N`+PU%Vzn4d^^oPBHRSVASGqdTc)cg$n*FlE)f&!bn6 zzm@Xh+ndOLOn&hX_0Ih7{o9Ke_T<}!XBAmV%gW1rYo4daG_A-VDLi`A=y!?qiMl%3 z;v#Y3`?qh;D#qVFbLrBh+X;%4_dG?&d37llUlJF-E-2v6lI-g4_Ukbtbl$$mlotP1 z(9=L)Kitpn9G;ZC{N><~5Z}`0(^p=6^Se}nvu^L`=)cFs!y}`td`(_Kq13#OzPYU} zpy;i1K9jgO4Iw$Vl&mZPt71GJUVC3(+jL6^ztbPZ**|~$tNo=FSh=_e8N9ZL$$6e- zdYP5u-X|s!CieIr9eHNvwfVqGAOKGl*+}w*z0YqBA2Hu`0e4m^gHa%^WnVIRA3l9tk`B7GO zr)t%oh#`Dq!}0Rs^}^V+tCRC^YZOY)X_moz&#=TrDe2QKR@N_dB+_aL{Kf=7e*B0| zPO5R5XX4=rdnz0Fy40edX~bHHTfa_ZK!Y*x^>s4Um*qHET|XEm9x~xM1L8ATb#=4? zX5Gl5-MMq;fgW9Y4DyquqFUwM!*AanlnFDvSnHSR~bjBuXW1#mb(3S6FzM1>Jbs*VB{r z_>7;yqsNaO5*E&hs7b?mzpks32-YX|_GRrMK6n3||Lc&ai9OlJ9gzhQ_YMN3Ii@Jo zo3^N^sF2-&a>6#p?aXN$N?(Y7k=&S?5L-#H}$&QYW`>LwM%6{=A8S-{kME zU#8~f@Pz?s+Vu2(MTzJXQMDu&AD`=UiPW3VxX#?j@{Cs~)@n1Kq97xC&&>7_0{ka= z|2zc7_iy`tlN~)hEs!B=vr#H9BNSPmGao&6cdrSN42g)4L!-quHa9I7QY;3~tpq8b zyMG<|?~~m3lm+Sk-rm2Ce$USGzjS}egU;~?yYW48$1=!rks3`nK_b77{lNVFp-cj-! zNoN$hTYWBFW!EnqB4Ba*WUhu zgM))xSU8Tq^}jnhI5?C~q)Mhu9kN22&%~|F&d<*bY8l9Qd0`Dj6MF~%E+Cf{r!Ek~ zyQ!uCKYR5(RspF0gS}$lCmmFX==uj=P4;EY5c01s6YF;LF!?8MS}g;^AwFHccy+Q@ClOT zSPd222cZ04kOy^lcazVkKfmKinO{@@ff z%*|7dsO*Hdwd>qUhf>VU%#5a+gKX0W;wp#D$~pS-b&1w@%dW?+i1P3#X)P?`&Q7L6 zPAuv^dGbB;_&ha9R?lldPV4b6H<)EZ8v#r0e>a{9r4hciIo~Ju@S(2)Ev}v{N<}V$%$Ij|x#QIFzOlcdvQ@Ma0U5W5DRc@}6Nm@Fi+{l%Jii(Pk zuuE0tfq@q#Hrkmf1z(cc*6;s$jl=yLuPwD16$+&lC4rjLSnqXs+jgw_^{9@*OE(%{ z;d_sySCh_vYkmFwe~(!i&Dj^I9sl<h5lKn|+TJ@_ zdkC5NVxrESH(d8sqY_HX{Bl`xR%Yf+KzIm5NFZr68XdLLZCiC=thf0w_t&!Wf`S6p z)cil8!uKw&dG?+)G=5#097ZQD#O`8NHM-s_zIqd?bF!H8kNO#B9zMR|a2>Moqogy9 zJ1e98#Rih_!0M3%VH-PGX{d)|tk*k60|8wDr-bq@zJ5ONrLJylj+TOgV&=L7$usp=si_5D608`HGNj$arxpS9ojU3SM^%dLvBvBz6KRct3I$jQrK&UadM zNqabSBui%J=1QSr-)W`f;^j57w6qN6Zv_zly!4frw5=uROenvQ>pxx7GIuX8l*de% z@W?v~{dRr#xf`0#pD$^$#zRW|4DXLh?ucSkAAQm7GmjC>FgFjanK%p;{5Li@I9NJt z;DgF_5i;*hO8Z4+d?KpVbJf7}x}0qgM+9F9TZAO6ipFYIdn!{jjU2$9YuNc!$E`QM3@T z&$zCE_kPx=&DaESS6-NpCbiI%&ySx!0dGHcam)IM#6+>FlwBfaT?js>e0!yv;=*#_ z!>u@c+m+nqZicXqjwm)A*v{|E%OQOA7lV>NNBdXtyDj;Opy#=t2(^w_`ed`oik?&m zp!hNA1qF(vbDXnOyPQXZI~Z>RUEP9$hlYlqy7qTtfK$x5;D2t&mP)S(+AD9HCp0xR z*e|6AL?l^C zw>UX5{Z>W&d2Ds>mP0QRn3zl7zA4VUm4@3@GHDB^3-i{czVAkeqawc2-W&Kr%0+hJ ze&qix;@_wD|5x#)+Zk2m|5xw*Xi2jE|NT;0ik*+IZEdQl)PCyQ6Rmd_`FjS*KU!e} zTl;m3&7BIhta55ncBKaMYv_xM<0*}~2V!nMV*qHx!|P5K7j710e4tcf{R!4HAt3>9 zOa@2}p!G)?Y~XKLfWV4Z9wKThp-frQQo!4R0-XRpU zi9JKyi!$dflnFe@%o=SMukp0dOYA2L^!KtqmETMLY&8t@{3;$ou|cbVyt#h}{O)xzvYyoq#v$p|cxVcRP%zIyPsp;x=BYI(VZW7ix4hDU` zdPw@_#aJE$k$}OrQW_&U!@}~erLC_exj3o738ij@Mv(Inn&iGE9CW4duTKLBZ9Ojg{&m5_Ypip zjy4_dHE4u()4+3h)D#KBntwLD7YFiSM9%x6le6h+ z?7X}~wElse?$>#IU;KKYtQ?;Bb0{RXeVgf-P|tX8aBwha!VnOIeHR|yP55I=G-03p zi%Ld5=>7Ycm^sHLoV5^aFuUCsSeC4eo6jzo5K7;^n3X*D=MQi`%SbWoB`)bTi!kpT z!4c%L*G&PWB2b?}LOyhHsqC5$A?JB|!pg#O9=7j_{=1;p{kk@vSmekrx_(Sd?obtD zs=h1i@q2G{wSquA!&&~)f80Ls{lli+|2F`@lcXYfOePmWf7Mwq8i)?QUHv|5r8SOZ z5yPIBo7;GS!Si)-{lR6ITGYUxL(`P~P0%!{o*S1i`S}m^l3zbak47~9GZ6rI+0=Vp zCDypICt5A zJfa3k*_0QCR%bh+?iU(7e2AZ|nDADCx8|H$w&MNMljBmuCIVC3!2x=C0!t$(D0sgx zL-G@Dx0$M|+F=F^iPsAY7F!Gb_~T!kAFfVd`Hh+{R@hD6v)Inf%lrE4vsJ0>xY*Io zsNLR5)#MXZ)i-dbkrfw+#SEoHp+`zeGBEV-zyYpM-o{f^RlT3bV0^`6_g@QKs;a9S z3ZlgjZd)?Cl3P$94G55)p8h>gjcsdjkPx5XN@Iy((|0K5X#+%f$|({-S80S^j8@u= z)Htyrd{He&d1|3QBQQMNzr*Cgd~b4pmIB3pm%;+!%u~Y_78YI)+ic8sRPRlPIE>m< zeKjhr_BuUWZ7}}&_WVet4NXz~!OJo4!-DakZc5fA$OHg%jLSQ9}2mJg)J}*`;+~7uC79TEHz)<+F1++W8X&Sy1;8|TaH`X zn~BKC%sl6F@H6$c<&RsYHQDx)Ub~+_n1E>cDm>}w3%uNFa&Ty9n$KsS@ZP}!^Q+Yf zIu+D*bk}a!+-9F-8%*a~?RYqqfY}SskGw)BzpRR<`g~3VkN|vcTXP=BD&xJwWr6OG zf`q5LKBpI=I?gp(iu)Wd8LW456(c$crrRcYvQ9L2JWYs12y=wQTRL%<7a(1#cPBiE zsi^Y28X)v^L0CcAYAG}AS{rlfn}X-dHFzICdGh46#mhm7)0}195SU?C` zDX!X=gPb4%roVrB_z282uHw44d1^UAdESg~h?}W8e}DDGvBc?qL+>niptlyja+4F{ zH{zApj(;fy@>QOb>irSnsmlX-YTl!({TXt&4=f5J%eZnJM6QmuHYI*zfhL!Nva*@) z1tK$WugvFDJa}nD9dFTq#!-0u*f1z4=-Dy+2Kk&QXhnVqPQ?h^=vcD>vaQl(<=GCb zLun8xTiNWaiA@7BF|qaU#y86a<-JD3`W`$qcP*|b-nArI8qBAlxnmOO!hJ-m@6;o> zoM4_}D0#d^nqOGB{hTg>R`lDw{aI2Wt08V7z;!dB#Lve&%eW}#rJ*oA@BKOJ?`ikB z1q7nDS4QK)s092!+l*>*SqUZT!0L~{iuEGm!ewvGuwhUo6Qa1=KP%+s;ptf!;pF1Nou|-kgymLHP%wr$7Z@~n7gSe|6pp#iC$}N% zC17?1TrH#VT32&%*MF}#T&J5axlFjv^M|y21JNQue&a?9JQw$;CsD5xw2xI>(yjvrA)f!IMg;xUhNjW4N@EO3i-S`d@BQ1S*7LTcS6eCEurpttk z*i?pxb1M^ zBrLAZg9m4q2J%RkCL1IPiHOY2lby*&D=bNkyWNYokN{hqNbX4x2uK!jc-xaInd$`s zkDHr2RPR;4OhH-M2ZSX7h`c-V0_(AB1}xMByrBY!uw}@}FNb`5e8Seki;IgRNFH{Z z2`u5t*^ni(nyg11!is-hEw241W>%^_0!fI2ti&DdZ{h%(wF9ovX*)XJ8Lf6;&d<*` zj*!^6D3I7w@Vv@)dE9l<6e`dQh*YnQ4mSVc644*rGJmxUyjmdkbiBRq<>%(UkUUz$ z2d-%@d9ugM#l>X|z)1&H#IP%t#~Ad5G4j2*{nq*$!=v{F3F#eJ3IU)i*i*<3Dq}^D zIoVp14iX4mg*aYk_tdz!`KKpPg`GKekzcmP4_#cai4$*RQHZ?_fkn=z-wjE32$-4x z0k(MDLSaw>IJmPtY*7B?i&*8WzfU#Q)SBw|rU@HHsT#h{_oen#+Kjf+yU!A9K6%mz z1n8UXm%psBA3l6zVq&7iBPS7$j51JvV!nSA9;!57(NAaEW&H9kJXx-=LY&UVpI2wKE;USGHPz z7!LLA)QC%~$OH*3kGUAFkEN15MY7U(S#w?sqF)a=-Ak@)05qX zB-@L016Et{6=6`BTyDczzyoIKi+w+siX5(6`%NYS&w7a4}l?9YB0W3{DTUG_|zafQ$42fzVxiuBq9Idy4`YlkCaFyC^zpjOZ7Ps^*CB@)2Xr@ z*M@5Jyw-)sxSQihE{wXx$jE3!NqD>&85cczfid>u$4)3(xYjTlD&yW(*Y0@!0-&|X zj#&>E=`GhE{xe1}!e+G6G+(ROERz1*(?NV$|>XVcgc-=VUV#K~sdm13&yP5)jWxAVJZ(KV9bI zF`_Teynrgg=p;hB3>wf3G}je8kHx&43agl?s3yD;FfRYgigxA*i-u%jyA+o`zGoGI zXI_9BUv3T}T?Vh;Gy=5)^uw$>{woAKrLl4YC2YbM=cWJF71>&7&NM2rs!1(d_obk$ z!8Ei6ublhNoexL~AQjC1w-mw`c9x18$^sa?Oy_417T+_UZ+L=h_)0@(=&!q>e;$s8QnWR5cv;*h~WSCjY@lwhOA&nCCh$ zV{K%Q0pmv?EJqN`hkWW4d$rIAc|QW%ljckyY&*6v%>Y3+vi0|;j9Vw0_K| zrlzc+W%A!Txzr|)Lv(YCiY5T@X)VmC0kB01ej%w3l*_Wk#g}n+t_ApxJ9hDOTMPZy zKR^l@ort~Erp&OOD;>h!pt39j(R9q8Jl>rwK7R%o2y|;be!sc!UqXUg+J=CX3sBVZ z`1ttN_@|F7V^v-~!=eTKuTZ^(1)Ks-_l-#M=rw4EX;3k85Wt!R+HZQ3#f|qj5SOG4 zXffgr1NdBn{*5+3IOu^eL93y(FJGv^g+rWkA=|M)K(i*Z@=s7jMW8-S&&+^2djq6L zU0wa=y?gY4<1a$LzWkh?olU^c&!3x{EA{j#3DQ78xWC8F@_k@s>o9~2*VTy;DCWKQ z4y_Bo5C=NYv^(h&0UbhsNa1*BNqg^2U1)A@PD@L}gTk#{X-)O3$}YmREA|sC_TInR z)$fJRg}I+sUIC`o)+c!ydf%5|3bv{h%KJJLlbhh~AUstzjQU*+mzELmDeZEzs|baI zQhklWz>|Nd*dPL2&@^ZO$LYCHfkov2J(Ew!M_tEDLN>qrz%V8Ug841;aa4)JjI6H5 z%4h8cZxpL?QXn)lbU{M>I^=m?c@xYH{$)8nRJ~8HAd>(1t52)%f_vW zY6zBwi`xJjgJ5ZIqEK|mN9e=^gG)aX%vIC~Ay?7I_ho_UzeQ<_XoHIXRy9Kw856Qb zP=g(y9vqAhLGD$Y_LvELaajq5s%#8`XW?fK5pVVHvvt4-J|=q|{LR^GI6aialY(Hr zjoz|Iavsuoq^Kwjp#JjZOGI}cAMP3hBq5R(!1;wxVq{WMXhp?cq-%pz5uios85vXd zB2NqqA|MUbH8dJ}@)$7Kjs+ zh}+stdao_jI;besGvVTE&=q53WITgc5rlUXllriByePTp3_ii{VxMC!BV*(B-@ZiC z;o|?KKwFeR&mEDnd!v&l1R*VN%X`HLVY+eS;R{lh6q4um2_S|cC?xGKuQ-4<>Mm*+7_4qgnA~9$6{SM5 z70f{7tbzmxH)NtTc6C#(H2ANPUYzilJw8y7P>|q6h)_dH*A=Qe=a3+TBsznaAs5kF zVfhnjCzTqvO#{+3LkNfJW6@JYK705`d2>W((L_GTDP0|AjQx{f(qK)P3mJ%pUsfJ7q#r4Nh#-&QVS^6eptr-1>sVKnkV z_KMYkSVzJTNE&FN^*@Pr(;pOgzd8@=1%TCQ1S|#tr3ts0t31igFF#KM<7kE+9@1$$ z0#YaPYTj|Ot%Ec+0`46c64He9!a%LyuZ&g=|LYfZ`h$Q2R3tIbw7x}pwf{XB3JBs( zHMh2&#Y0G*5vcz&rO+P?hejikeMqogr=kktDylwzlQZF$}O87VbL;w=vgA zFLo|2-=--ku))?hy7-Kt=!n?=#D%*}lTI$H4}4otA5_RtMW2Y!S1`sDZ!`5Dq^Xk+jR1#5wcgX0p?;p?UI0d>Nr zS*#x>dAi>RPIMaxDt@nnS0DjTUys|$0dGWXgir=a`l<;u*M#?>O?;1;Cz$JdO$;Zm z0ek9B4wl@O3abzhFhuMY7|G{P`-q5igCQU$lrH>!4=OwYFk|o~k`|LEJHm*Kh;)w; z;Dva2=?!g4W+5SR=#sJ6Vz)J~P~W`>Y4Z*Im38o-zE0UUS_{pSn+V|<>xPT8?px5$6)eYCnlaM(+g=y z*Ruz~5>utk&AWZQimQG@g8!s*({xX%%fNKx^oMtgF@=G|!y0oHKdPcRpj|(-qkRkBqEa2(V+q|{o7vTdyWdj!0_-4P~|2dIP2dC`F_{Tr!*n%9)uPx zEW-KUw!;%c3Uzj1pN7DFs6jYy_P?#mfW3ic#~ze|+rTkB*S=mrf;)$v{t;@=fozWsaaU?hQ0Fe+3MJ`6FcG`X45~q3PLS0BY zhr^Ys8SwYMA>ahs{=c%{_y)h!@+a#`{LJ+9ZJS?r5!~d%ZjnG|$R4aGL-5jpc3{m$ z!Lh1_JWzf5^eqtG8;GS33>0B4mg!{nzm9;X*aH!qIXziD{a$5fpqMChRd~XU`2@6K zZTH7|s1*+5&cjndY$;OU7~6w*Gww|i<&CliImcVSXM|h;hcOnwcwtrg=m&-p87zfg z$Rr#@;0Cn!2S~gLB^Xf|C;NRq(_ol8ue&z+Uu_B#o(R+_H~R$Veh@Z=)HtL7+s>Um zQ|x47a*MZa?ZKFR)73oy8$qA1qkQ>;!QI`8+&X3F;`GrR^qyng7*oDr<9-_ZX~Oi8?Q;0~28q6QjOx zjn;ni`O$GazcB)KPQ9WRPLEf8^um4l{lT_1gdC~6=)&g0v!4)lTPot2g4w(u!nt(jD1;U#cD_E0);a@PrWHhs6L^HnY)0K_2iyhwRC z_wJ73cFWG#XT-JmUiOX(jARY3rZbR!%}(!@k@hRR4mIdOg>o3y=1*gjMFpv2oeFkq z>gfKx+TK~R60PyP`TOv98*6=BF;`U%$ZX`e4Pxa%hqvO=Iply01cIOY=AWs_(-UE& z;_R-&;plYQvmnn<(k7A8#?0oU#$B&Vzg0JrjXkrA1pQ=GztifVW zf4#ua3|^4~^b&r9uYsII3Wi1};;XOF?sZ)=6~B|%v+(^BKG*~HgBn^>;FEj>Xm(im z&e)wOOvJ*%QVoDnir#*S@HC_w;4q|PZW(32wXCwL!OJG@{@;YCCERW!=w6^*dN$6$ zyQV9X@b^~f_A-tXsRci>6p&1?B#n_i)5u(pFc!!(IyhjXCiPoM zX=_kP(xK}l?@{`!@W1^;ehUG{2dX)n+gvE|zl#yDL+E~VG?}SrREHk|k_a$?3I5vq z_`uTngE$tTs1X`7CE()$xD52r?+JEvcQ?c8l)_h`)PnN6CrEXLRxQ%l26|MzFRqe& zoSi0&X1wg73~89+bK;J0b|5q&V8@+6YRmw$JCCPi53P#izT>9eNJl9U;#V4X@J>4_%%WkKt~lohY5jzdnbFw($dlv-ev>2s*t_} zAa?=~4uzm`ujHwx#L-$)=P~+a)ploxcbLit8_T;Ms+?jX#O~T^o^xxmbhpVPXdT?{ zpC~rdl;*qQZ+rIsrY?e z&yDsP-3g1sjeKqWaFGSZV99ljlnxAq`)=I$-P3&-M@DqbBr`jv$9QC%S9ZHRF zx|(U!KRQZYSXB>n>FDY>QRdDeA)NNeAH3WeUqsh2-2eP=-Bt9OPoJFr-lMSP2-H3s zc6DyEu`93nLE8IW#$UcKrMcns8?=&}5q%EAm?1AO&(;)5CL&t{=+PGyV!6L!cPH|% z200z7o;Tb(WlG07)Xtfj*77GPmOLv&U=e{%LCBf8mj+?gVl&mbH= z?v34B{M?mNG!GdU0w`?=<&sjsEY!twtbTE6DH4DZEVh}-QQIb+COj{EcJQv70-tvj=xJCfEI^{Bh{!Nv#i{Hyx!a08wk#HY5l@?)E_R%R`Hxed(`KI_x zx4A41aNzxO$*t1+w<{6!qm_W->>JEAOeBTQtKjLU5s-pBd_(Q}B4xL4_})vOBvV`1 z;}5hvQ>RvF&gOXtwbWv`C|Pr2(j_lWpEZ>br`+raZ1sVoW0_%1>jD41*G=Y)H<`HL zr-SdNL^F+g*(r!H?Rhy1A3FbrJjNYqkkg=rDFQ+W^s4~>c=`w}>fEdg)P_lYH+pV{ zJi(4B>sZ^Hudej`vzZmtj(qA}IGbeb?X~X_o8pK9-R7Dh*Umx?PAmQ4>ra~x zHC4SCqJmxBU#+QL8+;t_EP8`LtAcACdxS9;W=fAgw(qfQ?%4p>7k`>l>a6fXFLnSS`olI__ud#Sq4_Vq5a z#A}C4^&Nw0#D5jl8d&1#+xv;xY(n}2@RrNJ5 z_YeznXyWwjcI^74pgO0eDh1ZH-9$6AQ2lxHY;`MJ3o`PkAWdvL*JM$S^2Z5>1Dcox zvf^a!z1iN%q!d zqw-d^ehSOMccL7_mEpSS{>Ad8l@<5_e^hU|mDAPK4Zhs2MqyKO^_g2}{=Eo!$~?s; zht=50rnsRc6W83HyPzJr$m+v4i9fwNF`%I#H|QK$oT_i4dn6$tQP)qbW@pfHtiw${ zKE{(FEAP2#r~W{>p4@02mrHspXCl^wdw8m#~(+u z6MM{xe};Wr9Im7LQ(Rc+Tq=wW;&eg;I54)9TEYIe)F6?_A+;RM&YY{7&g-Mjz zo}dZHo42TWvuWrZ)iKK?j}p~k&ar+~?yly_top6x<5)S^6`)=R^?S_9L;6F68GQP> z)?0OtP?NkArFBVTBDs}Zaa!XA(=IKKO5INOT<}@QLuo&;O=VNO8z?_Bxa02E)qbtc zW;twG{RU&qQZC!G7XR>^^MT3N_rGi|y(|?87@u90IefXCZ(*RBKPW@H*7|NWZkSC% zVr(uYF5-Dg`;49VPb(>GDQO1dD~ERF@aC>LjVO%7zA*ErX`7o;eCeFBAuYxl`*hx@ zmL*Ktg@1O{$vTCarkUy$2L1JWtJSD=$Mo^eWZr*1Ey{OaBt_BWDp%%IKCEQcxY_(u zkW9``{Vu+dj`BGqC>)gW!` z6rlrqaeX~KlsIHTlk!F=Lt48VD7r#Y^YvR+TM{2?=#NEAoHRQgIqheYF7XH}kLjHI z5#%vi!%t#65qM!;gP!1LNH@(TVqE2%SZ@6==_mBGhP8=?3zNQUe;y6)opq|N?wS@a zQ}sx6!*G7UNOi9C6+7!{)ZgU!7lG$hTryw2*cSUTEf{s2AkyJS$imJ?r^ykqP328 zYA`L;)|JlVwngEpRBH>hBnK^m-SnSP_c-q9_q{jCDfpse@{p{nqkIj;*hjBED5FB# z?#zF=d`Xmm_kpRy!e6ZX6-+Z`B;I3Y7R#|}>62crHST%zm=cqc*3iFXdN9qtP5Vie ztb^3(UreM|$BxAY* z!s*vFaRIbnHwLC+iW4LxRxkBaV9dm6R-VsYKnF+7g#E1SMr4KvfVK95e**cF*0-H8Cq!&Q#>na9?_$uGTa z_dM3cf{7og9(8!j3Z88`CZkA9Ur@*8FM7aTNScgL?$|Bqdz1PK89KpFb&frjGPh~j z(;EEVh4Kj}sJ|H zGBwbGN4XZ}M&{BL4D`$WAyNm_95KaJ7}88OeT`%mtcy;)f%<(~T+Vy;ZDv{3EBo0| z%-4)=4XBxPKL3O{NUlDL;B>sXdoc| z)QJ`BmJ749TV*_RrQdPh;afG}Ws@tBz?r9sCQ683;CkUKPN;x9f zF>l4u!>WV5xlECqk_$F$(x$=~M|3ia9a9#1B}=y`tDjpYkCG=kxq@4Mj>SdVGfa`n z@J@~7zsL;X?mjzKRrQ6rOviNeKdJMqo ztcB6T{c4%&m3D&{Be?ZZxP(r=pkZ~pQ_LX-q;s`PKUx^R^B*t-W# z4*nf-v46u>si*Y#@X1uZ9)_Nsi6Ci~oiD;KIK5ZRqlx*0tdYu=9hx+G)VM};)`2u|jI?79?}>dC~qC;YBe#683OV54teDLZb4G335V|nveCj3&^xARJnOQ3=#?LTv4bmnixq` zWnKy^SI1KK)DL?MLg}cY zd}x+=bEM8uZ^KL8Y^>%i4~-!3tWiOdD4#U*HreziWNfnOO`|%e8*A7)15`g_Nt!~5>(k&y;ZJ_{H-APyqz;YFX5cse7qQBj#bu5ll4BUR8E#IW z*9fG&F%cs7148io^SWv>%be8o80`s+%DHF%U z?Bb+L>B935oRzk%zmE3b*RSMvj%DlpJBMAIGYa0B<47-L`!lfgb~WEW^v6t*Y_HE#T!?ycir z+HmKhN6B!)fK^p~J}RJ=ArDQuG--R&pKT{jxK5lE?C}$(5bO?XO2a#0WoD z3jLl>-YC5BwLVY_sO66iO`eGCXXE$lQZRGHv%OVS$qY4WpQ>I4cJ?{&zr35TKR2nK zkMG7TggRetA}N4kniO#g!V#Vm`CxV9)G~#zZYVh%;6mRrlSn|(ukk=)2@Qz00 z49cl1#I5(fmvFR*KJ2#9S`B)McHVBSpAD?DwsUmHMYu(&Va$tD#C}dh3oI(;E#|Qm zwOqS&N;emMK&;WkAtr4XyU`!=h*E~Kd5j}NF3+JZC~z_8e9cs3#AB6PxzfJ+nd*Ye zd2ICCOk|jqu4#?p{`Zslto6A}PDc{w6rwSj%HKU+yzSJEi()Kc$rtsN!=>Gs3F<5d!o>K{Oh4GqauzYA340a?zdm0cRVZ(_Df8|Ua9=jYT-QR> zB`Nnkjn%5x<~c=WG#P=p`W0IB!_8AVc1+ohq7KRO{k%2fYxF4BAEEp!g24Ga`Woiv zOvOodi|3bH4&|1&*0j70&j0G&DtaSq^mPF@H$CroPC=1jeW-HV6O*E{GqlrUsI3#d zq1EW6Bc&fcssZ%bOb#6;Uc~_CBxrfhD<3wsw?8VRt$N-XAF_9SMTnbQ@epf$%K3(k z=#W63n-Znnl&F3O>sW@O=JB-OJ;W_t+fy9lv`L;d*NqQa64&__d-JGt5 zqLJ9rJn>FYake3+aImeue?3XfezQ)>ef-b@K?rqNqtFhPmJs~q_twgEgpjjjag*r zzsM8Gp-( zr=i*=;}|5(nQ*C`otbjECFWGqeSPP92mmg_t8Bgbrdmr>?PrQ1$_3JT?@4)c{dv#-Ncg%ZBI**odu$<41 zc?*3KbDDA}SUNG*cY&FS;SuWjd7{(bOybd^_|pyyR9*!x6?8PH2C0i4 zoN@DsayuA%9=T|9Yw+i7-wAtveZS7Njtd&{tc$Go*d^p(R`Y*`+FRR4IpDpIYsTl|6=~zd$B$(J!R@am&Tr zlt;Ho5;2DAG3`%+uHWnCJWXk!NEY)Eq$b!NbU#FwA8M-!XFlU%Qh8Euj0QE5&O+C7i!=tdR4kuZ*Bn>`clN;Nckk}<*kRyM{64sDQ&I4 z5{kW*DjC9otB88rZXJDM^ROzo25E1likZhVkxL7<4vu6UEUD8~{@j~dhg#RD=fHO8 zXbg@I%MJ|FKQ;FFhz=S@3x}jUS`&2qou_*7oFiQ*(^*b79(`B-;LQ1??MgPE;$ICZ zuVYpeyyx0?=520$E>+f3QSVG|Qakqgd>VV5<3@4e%j^OR3f=3}GK*lpZa86Hu{iiR zik?8Y*KcboIw8o~ti(_k+4Z9rzbk0#vV<{;3K3!BtW@ysc ze>+Vwg`7Oixu^k}nCK<$1N@Ytvr^?K>{3_5d~v-?<#xrpBg}A6Y=lx@@2sOz*lY9` zhR`7syP~^G)Jw_QC}PZk{*f}@oy*l?UMizMofe^V)^gU}$WywJP%nGSgssT698D52 z5v-kzN#g z$5z^3;zy8d`Z9i*)UW!^iEozK>#TOPsgXOX(&)|mHH)k=9dql!^J=4N zZ!vbI3z7}~>@jbt(YO-hy0?C&=-n>u9qOF#Bgve}An8qTa_)t##nyr-H19yjrg_i)u%CA~sZ*FOM3VLJ^;DLCn&wG*W&B`ZNwI3(3%f0EB zP*W#6-Iq{0uG6njz5wD>z5TiR-HjS;Pu12Y&QGFb8Btj3Rz0^TLff_k!UK`~BCzdf zxvfhvi48p@eJMrVc@SOHd}myBkV0<+=y*X&^jKRv6l(D+&ToK!1KndFC_QwmjlNgL z8X|(x7BUU9$xiPV$MtYm(}0WaP;y@;AZP=cwx&u?X1;kn8I*-KO&{5-Njt9$_k;3h z-JT6J-mGA#piIK({wd-D`deFdX+AVWONub%MqHqc1wyPDxFQ|KbPzrkcWyL4CsC{Z zNL)VS!JQ;Q_G5N(e|3leOihq?is-><#5{ksaJsQnYZT}$0ey(dniOzeqxAjgQf4gv zk@yH0WHgkH^RV%V=@(kG29U)Qpg?O<|L1+y=}Kn$k{A7V1?LZDgS_NBw;_c92xu@w ziE-3WDxm?nI+ze43TV(Z6M^C#t{!BZpzKEn={}UxgCZgZ^?+3;A|ZJ(GNJ{V+>7{u zk{ECR{LRi)m1=V`DF(5ULe51=4er;blZ@ z0>wvew{0WPUanK2g;Qk8w7p4A#z(bxbzMX~N)e+)AqGV#6r!R>HGrg;0Ofix9f*bk z1ELYWIZI|2XV3809Z5A325@n2-@ZZwQh%=UO+2dv(E-c|g-?+>5&Gu|HdWZYy}cv$ zt4lu)1|gXq~E1mO&PeCi%aKm)^Yc!AtMfKiAp3lu)#$om2HoT$eiDNqRkj)hDd z5Z5!n+yJf4Jy>ZFZ77H;F4K$Az--}c`gB6{LgXGh-;o1niioOZ(G!F+c=_tp)8-%| zL>2|(mxzuo0t6*YF!w<6CJoa8II&PThXTS$0<*CKB=Mz&$i@KoP6W>aNKy(wM>rRe znTF`Rdf_3A0o*xq3_!*dkaoz2{H{B;0TI&-sOn^-q%MHW3$M4EZpjih6CjTSm z=*}A`@EE&6ps{4gy7j-yPe@2EvIjOia8PSAWuCJ>xGP926u00#zNc>h-eG9(bOfp!?)(YY^s7 z1VJ7htQ^0-7~{gohUM}pKp?MQPbu4g77}L5!BTppL6Jbp=O*DnMg&(tMD!rxH5{2QqMDpfN9XKxS@U`NRs}ELdMv z#{ksZ27VN2G`&&X)5vcg`MvH$2+7CDCL6ck|54tN1eZDbfu=$!U8X0#ZRI>USVVv} zGVu~J3=#P=d}M!`D~zL&_GFOsH|NqJdT=PLe_WO95?Z~9veSOb3~&ytyjqK$v#|;U;Wu$fejN{Bjq7BWf()30is1#*V5`hFhYeyfkp%Zgoo{4b`G2> zIA;B2ZUGMYi=}~Z@E7tw!rsEKPXH_)t#;u;u*6TFKN|s`WgN!6U?EFLfqUTf3{cdV|Y z^wca1AzFdmG6oemk4P6(0SbZUDgymC@Q<0=`QUYhfP2X0si~{4#0mq`@gJ~jN=8Oj zHILByAd%|^sj{&B%uAa}m?5zV39CgkhGDe;PXO8pmZEr_$W4WDn>-P3r96fy(?V$o z#yn$%W8nGFz2;oqb_8ZG2z>`vMO5hF0tD6EI zIQ+%f3ihIo4UNxF8WFJN56I$+fh{fs752|O9bH{o@H91se_{x$Y~tjKhOX`p^*pT> zxSnB%dS?H4!ISa;df^FZ+z}8FZr}p^TIZmRFt-3?R!#E90x<@U9UKBWHh`9vx32#W z(CzR5f@A!1e!fDnpFt_XS!?sVuIKiDon^Ex17XFEgvsMk*AMN}8sTNtH2@H14-iNC z$B#19qES!7QtRr(J}{B9!xP*B!1}Kv2jZcc>76YAPcrrk#Unb8HEt15&AY-YKxm&8 zy(R!q%$G?xi2n1gx)26m05-y`a^MFZ?9mXiAwW`Ueh6m*zilgM*k4SfV)22W(|?{f z{kLbU|1-V$aVv3>Q+CsomF#qE!QAD~ZmTewnw9^Uov)@qy5PuT)*zt)5!`#DFd z&q7Bb6Wlo~qm+~L<_UFH;=jZOC&dH^+Zf__zf>C>-*HQEztGg?`sJI%*rmqo^sK6* z=mkA-AIbk?9rl0xKNX5;>U`FU+E9u3qT*mKSY_PQ)WmH&A%bX+5g?12m*$#}ZHc&k z2fxWXIgtsN3I$!SvesR->20IR*H@jx^UYZUs{VS6Vu}7xjv}^xDIBdHhXS;I;T?{vc z@UC!+`edPPhby9Ur^}dvs+9BG9wY)={PKc`R$_%s59GgO%5$O=>P1kMV95V|(nlpD@> zyiLu=zsn$@#zU#H4AO#T$ zYDhuG@+FLi3x1Gh_=`zPOG{^e>dPgh7OWokmU(o60ZSiQEjvBLNNFw`q3M9DU5VFm zG-9dw*Sd*IpAJ54bqKf{)bD%srFUVJqhB_>jKJpzZw*Gck2SK?l=Sp|Z`Wn=xnCe+ z1$!!N6sVACQTrauuK`Czq2RorJ5hd(((nNAL^KrGXb`xU#JDiR7J%2_cB-}0tN@RT z$N=JlG{IOPfJ%<0;|v-p`>B2b(2ZgCKAf)CA*Z0AZ7@$;NkfBTC3orTjsS#zI1CkO zF}O2u6i2`Hn}=`65%!|xZLxQYio5oZPVoC_f$6I*IwONzb(qN5m#0kugg-Op;Uw?^ zT!a|`=}Hh#Qc+1iO?mSM-4~qx>@)#|1;^1%-~t1x*sJWGwhP;QX~((dsSlrr_JLeQ zO-=1DvIl_W41iPE4<+7u0J1)u9)Y8f1ojWL9}_ls0p1_ht+8PHz%Rh* zkn>*6667I9wiY<~*?~il{J;*@JxCG&4ZE>@Y^7j)c?P zwQJW>ceSd;%H@5*BEQVzM&5zZVFl%y3}c zWNfgzL`+W~3A;UpS+e8-B!Jq0no{%xqlytz7&x*JmjHUILltengyRd0-jC};?11UR zQ5Kch^x_BiGwBksxu;_b?{0KSo5PcZp8;gBju^qUv5l7IW(Ib4IqkmtG+*IbCc!2Q z@?YGZ2X?4NS~}A(#OkZTeA=pbSm!0JxP}hl#XEA}m@;*s0$ICS4*q6yb8`j|WH;s* zpv=hAouy2S5 z)wKbh4cSBqJ1MqF7a;Tzz8hd=RK8N3WFS5o3XGgef1>%j(J3Yh_<>a~oYD~j4#;#E zx}3dA-ubS2R;*IyaO8w(s_0~^p{_mymK74f>;kV-{o!ZtBo8jweCCnWE#027qJ-SQ zOQ5#>xXHJ#+JjvraU8bh@&1O3CC$C-afNAZq7XXJ_XNlX{TPB(sXb z65VN34UE+XF@?bt2t9&O${HG3^X3kVo`55xqkwS(DDk67uY~P*)z5ja2M>a^nW}*c zWf)xI@eB~PbC0cMm2(qgqsaWBM6+}i|L_b5sj7LfR|y6;m5Y#9$WN^e`dU`W`9&8} zj|f%?e3Qd{m3yl2juG4$fsI6*i7S?HT9hA7e8nW&7i}cXtYKo?&<^Vh`TAB?xpvv} z5SP=pl3}4vswUPUqa;7S>ytvL_-m%j-05RD$4$fHGw9&xMyuTy6m`E{%KV||(+ktM zW8AU;5(%mywt0YQHc&RPqo(dK6z&4M)70d><3z9{#43Xq70|PD5 zB}g-M!pfTO=dj|3t(?Mv0hmF^h){}^%AMp3;>ETTDJX^-tQtNvxBtm{j>;v*;8Y895~Nv~U-9-wWP? zt2co01x~7$2Nm@kGfUVyTiIp{T`ut^sJBtoKu0Qg_N1U#6? z)~vag8U&eQyKU&f^9`k;Gy)lB#8Ux3u<2Gj1*=rs_rM+?ywb6aCSI4o{rsv}`jKrM zR{2@15Zv&_*Mq~&9oG*+_bhCBb-0B(c4+sehC)O8zyiU9--sP<;H?TycDm=Y)9)sZ zk5?}x*6CNgj^5XY0V2I)`0SZ~-L>f6O;L(8&k|$E!oL%7a|qpi!FZP_6M5h;L4v@Y zO85A);APD+6L1vR0`8utQ**+U*gb9FSrL+~YoLr zT=kq440&4LA_g4N8A5e{Crg6vOo6&;zgy!4og=-kJyH#Z)|)W%$!0$EE=2hV*Q!mWm`T9yX7S?j*6OD?J3(Wee{A+4svUV;Sus+A@q=vmVV_-LgF`# z%v4}u3yr?LF&Xj@kM1GKOoUZD4XmgjO5zl}+xRjx5wfn9U-NTwbo?vn{SXr~;im03#DfNWHFKoVNv96>Az10DT zhY2zj!R_i?{TIf><FrZq|$68z+u?i`HO`Q1PRF5K&jF#)e$nI~-` z_A~!cP`^CND_GY*PyZate$dn3=wSkf}Al`$_ZDA_G|_B&h=?NVAaA=l$*@ zOtN`R4()^OWF0E;PLU*9y$o3BNI+5$LKCz^^2j`Jw zUTtMEOMck^8HbAvZX7S%VptWWthovC7vj7bgEuJnhAGM+L!CTN=KxbUD`rUX zq`s=EN;6T?hlErqJ~|p=lBg&@_>8jQ#Ta<-8bgh$8XB{ZghfJ6x`B)Ca5P7_`80QEO42K#!y57HHGmjVdR?d;pk zN6R=M@*n`b4j$KstSfeH-&?j}Z2>zCG!(>P107&Ugj5nxn_!bP4J@clY|{`8_sGSH zh2UU2>Y3gZ2wKO3?K$LQ)KyiNMh@Z0L8^kwRmYy;v6D*eV*9F(d&p++{-eUaht2oh z3R#4H4h)zPiPYZDxp{!<4sALnvF(aXX2p~7Xr^=wjX}3iVlU%r?CRX(Mk)r$V{*jcxn#08~N1{R#u9)gERsv@V{jbw;F9i6z9}vziV< zZW=%`X4Fux1xXC{Q_-lEsDAIA4L5bPde^*^UJ+3Mwx5(U=i-dAn1Kku^<)3EQIQ6m8ZeE>}>S#^CW=Hc3=)kkve-LtcX0};#4>*9xkpV zkd^ijts-VNFoIFOFutb17Z%6t6w-QVtw@rW$COz{&JCYzDlCIe*!glG0lf@l1u?X^ zh%{r+dukW+YqsT((o_A}(G64<$2OLor=dqU7 z3S&Fk;!#Qs$v7lV6Ty}vThR&r<|~{4xFK^Hw-lF~c;DDKGc*aU>!K!U8thuQ2TsT* zEf_+U%@+o*YgmkXG_EGJ%pe}aihV-3+P-LKcXt+?f8a|Fiiad_OLTTPUZE}MAj;Vu zxYn!g&z9ZHn&Ih9X(#|6q)pp0?Gf07RxD`u;>Xwqut*ds3?a%k1v75=&U*Rv*uSof z*Lsw9f<1g<=ka5lKEy!={5X1Pwa6(-)J40Wkh;kn>YhoBnVOsDJmu2plE*b^8tCbn z;!FRMZJ(vi&%by{VAL`%7bs zou4?4-<}~B_Iwl1F1`UNe9n7aDzanrn>!TXBO6Rm8!#Rxy)5}wIdxl9{gc{5du$`o zxd#fUF*--~6iJ4PC}p)HU+`n=dkIg!#676#7?8YMUpKf^)2=+0l~em#S5~GjxZO8~ zJu-9n!@TSi!Qf%6A+f$qz`UJ+4r40&B9~CF!MsoiGF&Ha9kB@~7=$S6fmuTCd;_mj znwn!m>M94+B!%~rrP#zZ9CD>UNRyT8Pher>-&0K-?~=~R+M_-VXCIy<(W&8G)G<=x zu~W*8U%SS)DHHjOlv>l4Y9BJn&>ac!Zs4U+&Iey<#Eb%}26xLPm9@1$$q#_DUtoUE z{9e(Mn_5CaD`&9<3G4z4Umc4Q{8vugsM&bqm#*o*cpRe4AkceXEkkw8#mT8unKXb= znf;io2!C6UC*jB41iymCeW_7Z>|?0+aQKfB2X1Q58_KM%t~xOVhjGIM(eU6pBM`7P z+A2?$GB4cbH72sSHgJzkuBAPpelXlBr-{(hwZ-VR8>yvf^_f8>tk`J>Umjbx8 z@MJN69NXlHg~Ij+PTskP88Q9Dv4O;|z>Q{L^gf(s!ZcQue#0?KHiG6Z7@`d3>weO< zfuXN8V0?PC*KzyHlb@?WAx?Am6n-`?;EBi^vR`jTFTW(M4jt|#IilD{E5%zX(Lk^o0FE>$wOZfiq=A7|8|F;Efp^wu~19DCAD?(^EpT|=z zU;df4EiX++Nd| z>WeM(E#Z&qgZFCvQM8*4QzTT`mdb_uh}ES_x;e{rIZx%rkSy0%uED6|OFvJ4c!9f{ zC>S>>>FXD)%CfVw7ec-p5DOt!RKwntq$7bd=O2#PsWCs z*r|#~#naBQ9)P=O5UeaVjoOrt*={YY6#I!~M|Rhp@l6~IY%s&_S%Y=ut93w`A; z;bdp?PzJ40TSC8k!;MK!ds{0Lc5pEIha>LKv*!I1AEq+f$p~;xy9oB`Pioyu|Ge*g zYy*=llyFZbrbE=-`_9&hpyqQ2({I$ZkO$#s$#@3kEyRo=rb!=;#fa$|lA8fPBeo>5 z0t))rU746|PYHYV92O)Q1@<18Dc(mpf36r_MnX&|uFh@kr?qbxr%pq@VH$Dw0*{O$ zFo%uX(5hnHi&5-&0Dek{j}VmKFRmZ9Zuv&tlzfJ& zRfQWBmVW+ya{oFRxfYqXT&e~4YJAq6tCeXwoO6c^LVMYMONL9C!)`EGIY^SZT?b*; zhntJoYDX_}l_*#$H$8+!M08xPu$?6rP!iquAT1xK3EXH2`Xa|ejVBrhzHMNt(F(TO zGjZ4=4mbfivSK0ZoH>{mY|*?Fn~(=wFFPiDP&6FMLaf03pZ8wN)?XdiC%&n~&UZG^Kyg$)Y!x2y@ff{ao7;Z| zk33Y`apK2MZ%?vJ-{RiE1X#SE)deXhYo%?+f$P*KmdL)`=BpI#BK#w9_swBv*Ur+U zv7h#SWJ^ZirZ1B=knP9`%YD=Wlm&ihRkyhRq9TKwux8prF-kdkFg?ClqG{jT1oAoYjUBC~ zB{X;xnKgGcuvsVCcZR#*#KNg4JIxOvN!s8JSyC8lRn2;M(7mIBtyvrV2jow;@AN?O zql|!4t~NLZifgULZn%ozB2~G2c2GG{>6m4sYuvm;LQ9*6jjheEB6yRb;Sm!?ENVi&6Za#U zrh9(hs9X3f7qfjE9_G$__WBOY+Z37ZO4rmfkd5^^Bj=zzX(j}NWAvZUDZ;oB8zQ6- zgdCd3BG{GLIiFsSn~kKLU*f>M{!zu=o`m&od-{CT>986wS8ci~RO=N=fP?CKq(ntRlK!KCKs7Q^ zKN_~+xYnOoAWecKBQA_chj|;v#H@&MhZP@qs;QG?x~KEh zM8FP<@!^jWc=aF>8Cd(A;LImD1%>abMMW+RmF|gVOS2NXJn^YfvZ3tDWvufL?N}g@k#qx#IOF3&NS2vFnVl1P*YLyWC?++0+M^M`&3|4aZ0q1qT461_p%9H zQ7YkMR>r9a5#g4#1lh{SEOU!{Xk-aVVDlbf_%Ow645p8!=6mh@_r3QHX1*TQB+J~f zn)k{nV-imSIW9DEy!{?s?B#}~7@H~d>j(-CZiE_rA&8fJ6|QZ|W|Rm*@P_Ex!HO*f zaLYTJYKK|5*68^|$%{g{j8QY~fyu1%f36S_r8>p$DLc;IufO7cUX=UYO%xI*Zs;XbI*L~%asD}^mNBjjNTCRUkqh^ zyUKEjGv2=Nz-v4EBTse5dSBEP5hCnmL1) z>7HC9Ay!63ijDA~M!EL=elk4EyUlxf8xcGyiK$(AJDx1$)R8IKr^?MbVd@a5QI|hM@>}3U&n!PJhA~s< zR_pVj4|hWH?O0%`5{5?rmSiKDe(I;O!bz~aeud-c4rGOL!4DEiwVMPwvOIyTnjo_h zYGppgy`LJCue~%E==F%DFS_y5+~)lM$5{`STt4TI^N(@nBc@~BBG`^OXf#E zc>)gfx(;^Is*#^}O*FG%z0dPLFk1r|s+A#97erRVmXkxVx6XBt!LbU3*Yu z-sP79d|*DY2qrR>;al0ZDuG>x_HZv%^CdFU(v=tPsxCg}dey2QR5`^C$qY93UYf9P zR(^~h(sq$b3-rcFoqy8>u3r$7NEhhUBH{G-B=i!1C^N404KA&{na0adWiirBFp#mg z1^@n=F^j^eTsgKalS#ofh|w(8^`agSWzb|3FBj%e)Jm_C6*^ z$;!@x-p>0y-lsG+!OV$YdfBh3ZM;3hxZ^yYT$h8x18(u~8u9hH`R0p1vnAO>>JoAlcuDD{BUti`O!^W-BcXc*JZEv>ir_PWWA3SFskViohq!F@-QDD7` zXn(=t znQU&BDt8=EmS!vPf#Xcs^LGV+67s3@fIbgVW}(peNb1?5`eGU6Ds{E<)PE>6W4+GZ zg43l<6qTBwEmJ0{hB(t#i)JNQS@1k%sMn&@f{06>Df0{K{Qkvy4b`*~$iR{ud6vjc zL~t!CZq&im3uZF*944OhwkB`4U|cEMyC&zxPG@)I9!x1MM?y?|LY%o9Lw+qpOpO); zjyr>jU7eVTcNy{ZCzPeuTuXS+le3`;6aWs+4JO5in;`V0;`7X)mCZa0r!u!cpt}_j zv%TIv8XY)bboV-eA~kmYq|Z5Rx7hLLKaZBdhxnnU&jeO`l(PNBsxjXyyk*Dx1=%&|fcJN*Mz;+*c9+gjeQ-4y=+m`&HkiH^yfDyM!{1}Lgi8^zl#WREQAT$Gk^vO=2b zK%z4~F=X~Z3_h41BSKe5o9Z;D=xL9Z~&We3K_keHRj zT4-N11&XFt@U;|i7SW>mZ8{n$0TOi~RIr9%@QUfGtRKoGePB?{Y;y6UMz z3=FFqB01$}S(48fP|?$rmd1nz4cVe9LeTe=+GZj04+%XcvbL|+z%j%CaiWE?7sw{L z!EO}Rd-kN#8VSCQJuh$`MNHD+9GA~~ZD#IHWjbNd{bfIlOUPjsX_Km5X4MGx$G4y* zq>L<|bQm+0>qAhMf;b;skP*LOs62fD5jjBW#TuMf4)BJ?nIvm(D2b7A=WB z1vL6MLf@Fu%qf!}@tCl}SXHE_r6E~K`JkbJfhEpWCfQI`w}|lIn2@xB)YQAjdC9C$ z1`2zQI!b5C_0UvPzb;qlGZ$SnH{a(v3_@f?yb2Q^xpH`G3%99SB8x#iXDmDsqRfrM zHpyR819rX8w*yYjWBwQXX!xLlf)tve%HtIg1HB&pw%djJDD260z0wrCRdf?`F($^w z%V&BzOtJb*g0@$%tTK3j41mrGgQueP=kTqFuz*8znQNEMuLD|XjD$$JZ;~k^UM+t_ zr?fL-WFNF(ZdCR{Wz<~ML^CF&(-`uc_xKsVQDDUSbW`NLr8i!J?cHn>>2Nk`Q!St1 z#F}5O1s>;cHiy8^I)Oa2WnHryPEobVm1Comkl>W`@>4+lH7^qZWB*>*x2dcQ;SrH5MYt;x5Ozf~QNZoaNVu zLDLDw%9Wn2{deO--tCM)Wde$?5C?&i?J;lP_bt-iTlW%|sh4EYsTx_TKsrh%X-McDR)?!553MnMflyMxQqiT z0#U4a`S~)?*0?hfZEGSpJX{)t(3FOp&!n7EzDXX`&hbo z53=DaXu9NbwzreGN=jn*6^awR2ojyW86gWvUv(+bUnTh+6TzKtmUlZu4SKIY38F$! z0-{*KE4^s+qVB4pFFOwDphc_7qeqXPzei(Tcnj9XRiaL9_hUL*Z}L5w5u~91<_-gQ z{ek?+SkRp#*nB|`{)txy@pG*tszhl>U*aGSb&hcLnrF$iyObOgld--JyB0Vc?R63s z6G6|T;!eA_{5jVrrU;a9P#U^UWM`X!;(zIesWaB`)~_3wbwO^1Fut@hv}uz6T$+jg zPUUf0tINXw8cck(6GSRpHuMB&@H2HgE1%0mS!sehp1fkr_Hhi?m+pN~iT~cVBXGM- zIz?4fGP5PU_;jZSS%&fDJ<+UJ|a>arOQM9B!X}`Xya$ zeeg708n5R6tG4dSw3%z8zuV|GuaJ1I;N05@u>Xx`9k2JP zf7p~K=QQozdOs$lY5y5}fSl@bu=17|nKV6xWv(@-LC7J&9vZZDQM220o0a=RL`=sq znQ+g0~BpI{vlgN%j)xo3Z zS6Ah)2WE2Yk-x4^bxJ^G^eUWDi@n_Nto1i#SBS*}&s?iw!o*jH`mk2kjv*Q;FqtHv z6;gfwFtuErZG(t9So!QFk-h($iXR|aTfaz#`MLtDzT^ETlXwTE4i>+lAb%Cbip}H` zVA^7c$n@$#L{gsdeE40S`lnH1DlqUxOjaQ#jg9+CZC$s4RD~n_2(Cgb6X)3qCsZbo zr#M&BLOuy|ipC-)g@G}|to7Z(CiH{(@OIvxRKUv{daR{kFMoVQxg7vafG+#?$Lg2%Kfm4RYYob% zxa>Pr*QdmM7YTD^*qY6vS@HLT+#U4TxLAItxG12R8s3cfV|VaHZf0kwWj2b*EbSK$ zu@?kWGsy)?9YoURy1GfuHgjYO&1N5xZ6Tn99*prExe*#tW&Cc{z-`#9K0Cs#Bk;DR zb`oeYGlWP5+9JR~=N2?@L7D9m+n(Vt2Blw|5nNPKov`8I(^~1iZ_dycd&2EWza*jX z0V|vJ6x3pb6cmBrFAExcIuz=^7Vg#qe=5+x@6S?H9t;ikT<4c^Sp^Q?C?Tgk1wY{# z*e%VTN!7d?^P?4XkXnAN8hlkPfbl3dmup|ozV09!hF4r*#RR0xdD&peoyT| zf3(mtDV)HRCWy#Sz|XoBaj^!ynZ+alv}g2HVMV(6c?|OE8#kEwQ@Qv;N2{LXO0V_O zp)}L(f9a4QCDNjdUhsFta5LN_KVYgc2X*lMSFhBiV;petS9M-qn z2)!8?Goj%3XO;2jER6g@+VtitPTi^o5JkYYI}$>^UCWroa>a?}v-&6J6lmmadG@#_ zd8Q}Ng1LB%p|fek9bGAmCs!s%DvC8?AzLP``IJuFdu;wG<86nRDwi39X2ifz7L*NU z&}kAXyCB;FBZ$Fou`Mpv)_H@6WZl6Q%N&YH^4v=d;&%z{CffW$48AeGEN5bOy;cPg zLIMf&&NM|l&3*gZc$f=f%8TViWw@cR!@fnsCleE*7-$h_>l@DZ|i@1h~z-ALXV8Wer#9);F>@%>Y+J`nQ2x(epL6@r@FY3)f_H+ANrpJI=| zn4k4zovsH>wi)XeCW`deGg{ARl;*a*I*M~Z&qe^=(r~6lTE5S__`mvl=7ART*tDSy$^2UfDWRaDB7=abT>4vrf3D=h4fj>siwVeyt`&kcyoOUfB8_B13QrA=1dPNwjiEg4OAT(c zQj_3DSK^^B;_V$iw+_dZN}B!mu(kEbMbNQ^DjBrIQ8}kdEX(WqC^LITxI_O>F56TMi%F4>{5oQW^PhBZ)b~ap;O+^|ihT0zv zoK?GDjQ!d>cb>AIQL5m(*ujr>x)T2zrj`Tx1CZ~4Ktc)hUr?n$-v5>410&)((P8ZE z(-6szH7;E&%=QOAZVnZ}d_wR%=y3rIW#p&)st)TV-GESjI_%});;hd7-1(4Zy6fF8 zat|K#jt8#ks2#SPG2FgQ3|&ym25;^Vw1m zG<;P4f>VYN5-g=VT*q|YDOQtpw1_Ma0LAhj>wdTrFt7Qp4MQ6uSY<)DWJ$~Uv$h{L zP!I|sEh3yP-MAr9f$b78hRMlsIVf>#{LJ0EX; z=q_+kIl-9zNe>WG)pSq9;M`63F#cx320N7^F4Hz>@Z+DN=lPv>kG)p zpcpx#EaXrL!`2#44aIqm(Ul-cb8(i0TtLSN4o%Zg{T|uA=O7r-^32{maqj-LK!S9; zIrp7?z6AN>u#{+M8X9Nqu($&{uW8`?00Z{@Y4MW=3^2G9gmkX9o_o zXp4eim7blSKj@%1zjN~|i@N<>tH|R`M|Tj}$cS?#aR&fSg1+ffi|7#`U5eBObX@eO zJN34%JDi}2tJ|E*zvBLg9rBUK4iM zc$3G1AGn54%Fk4+(ef-y@}+*YO_6C_E%SeIvmB1vI+WyD~ph$%S)I z>K67>k&Ybebf?gL5UnEABpu5{1xE8b=%9L$fG!NWop{h>60Ng$xT{ao`!JGIC_}*%CdQ6OEeQ3H#|-T-$q?N$d?R#WNtI`h zT1`8GW_TlZx-c$J)yt92Hvn@%#-+jRsD*?FcDV`D#hd`DVbgS4l}VO|cEbz1NU*sxL$XfBs;bFUD9 ztY6Tz0vcuH{FqW7F96*HC{h|B(1cbx`esf&kY8lto zP^L)=lykV8lePAv5nV-P=#j3-=ltS!PX^6PyQsS@CgD03%LA2WV9^Ihh8Ads zj%sitS;pgi4u=z@tP6D}ZfGtD^6}yM$3m8Qae(n0nRwC}w3e;{hJOj&gb=mv%y>5B(-8bIHFa=5^-PKCrEthDOR zHo&-ZLj?_fE*dl>K%3f?^i0e64hb~S%m%{ZI_`z8pbvsL7VCGe(7QqI9FCHI8`;1b z2S|_84nJt#TOiq0Qu82Lk&OhL7XUAL3JVz=AQ0#p08FRVO9J#tm7xBBND&+|Dw9%R zEvR?Kq7H?=Wzblt}s3wdce>p^YA0s|B#XuhK)A0cmmKnlz~?8xy;Oe~hB32-=VTVa%{>&B&vauYkPZ%m_3&cSkAyA&sesgW^AUZ038KCjKOs zP6Z*9aiHW>?w zL_1YdVNv2iL*mrWpKsoLQiy^}fwijQkH|87VZGSj-=Be=_PaA6 zf+*}6aFB(=R-8(`aDXXiQ6MEH{qXtoW!N{7?M&E(6Bacf6J8-m5TGP*z=g$B21r_H z_y;x!bR~vNf1yK$0iNpnY^Koo1z9ISg}TV7Dm}M25fU{34F;h{6q=oweFi8gpoWWF zKeV8SB8)C$-hagCl9_Xqa)Y3ezMfwG{9E*{_9ak*mfQv^gl^}-d=^(`Muq`+U?AUW zW5fBSxVW@!lIY*}rlt=E_qBvlq}SBYAnmqO6#um*fyQLAuu8#&mdd_%>x52th>|}s zkp@!EOjqH3(*1|13dJX}&PT^Lo06Ft88Lul1TeV1WQ-KJZMgQ7GEr#rhx8hQ7c2o7 zKYZYW*Z-JS9*p?$H;?~aM)P~w;-n=h!oPn?6#PGMCqBZdArI;Q2^MIkuz7uMb>*IR zB*Xtulxczu?{>P4(8bPamL}=5b8(#V{4f6ZGlCvFtipWyqy9eb<}0u+G#qS6NWFAqRB4Nl(4%{uc$tR>b$$@2^4WRi zg2?XcJIY5hp$(W6FRK>NUNHhJh&Trv*JQ5TK@Mg)7;1hne{E9+Iyn3E|>J^1ToS^gNinZHQwfo@H zBdO9&2pXCHuFaP_i@{02S1BE~c=WV%KfT(-Nnx5S7V*>V&MVjNqs9L>Fo-B!RZGgq zv2Yzh2&upBY}&OHr!T~EOHEBMaEFO8aptG{!h@1K8$th84RpN75SuZqxj7VzqEO(n z$Da#bVxxy8%+=#pxKFoa7e6&kC!&6KILhvQNc=a*f+QYmtt2+@cKe{u&v!|0N76cm z^xMxS8aLDQ_bHolE?>cs{*Ty3Zww~s(%gOjzH2{$AA{cKvdGS5Lb~6ipPxmr*~xtW zGW3F3=-(7OzzA&GE7jookoHy3lK}PNq9EqV>#JRD0q9wQhk~Zr44D4|dGpYUU9L9_ zbgVdgMdAD666AC2#QM)(5G2k+ubQr0pT(s9?ot*M@{}pmIi6&mh=>c*N4}?%e4qDd zznpiT_lbb#RU8WPqmuR3fzJLq&&HI|H|8DO{IT)dR3aws-`95*RZ`kg(1MM zIxJ)6tq%DzGO{jYDx8gJ+*)17EkmdNL%Md?S(9&J?fnbu(DFuggZ|S*SRIzyaVe#x z1p}A)tx(Slle$0EA3S5=CW3x-PfBrI|7cECZ}{e@jQjWmAS;2$<9FIYj*Cg5b0tRC zvaTDpMBf&_A@ zIL!$-g0WWf)d;=gWl8?lte<9aVs~Nra3UkG==gh;qr>x)H6Zq2J3ZQed65HKn(!hi z=S?XGt=o*VOlYXt#c)|Y6FTO(M|N!do(p!Q3*^sCrXQiYYGlr+ec-`<8?{h?>%*`M zY5%HYTDR&OhBmVAp5o|0?4UE@I4#6r=&OE~guP*)^GD!ZBbgy+Fmn924(hzX2lGv| zUm(4+xA*T#1+*%=tGBGFZrL&1G7h;@UXq%+Ck{pw54B3S??@8L8>)4&Kk7{RSWEw! z8->k={iM`@to4T|hY5bZXm)TmjGY>_e}J)DQtfx#k_r! zoOY@=HVA{t^?0Vd*GKya01o!VE zr5_loQDy%9ITzt>zI1-koe)nss_8sFS@UepYUc0M(E?H$MIO3Ssw)iL3=uxiSl)UTg7s@KC`W!1s)>%g04R5=62hVglG)PI}PCy!4-T=M!|rc?|)e=0}E&L@O$0xTEm8EiQ^xeE&L^ z^Xg3AFO|Y9O&M5%%PqZ;Lp)X7ok%n=SaGW^ zo$gj(l34!aIj+^aOYd$gj96n)FWf=9Qsda{QASD8@$HdVB1^}is+b4&A4nAJ>cyLpUWwvG#~j8CNb4Up z}$Q@$SevMRvO zc>ms1v%103B%0-AJEJRwN90q9F1|AwejU0JCxivB1YqlYY?r-6h)+g)PtPRT=DnKW zCmtns{1?af3>h=S$K&`%M~-^cDWZfqe5g9C=WTjtng^udsf|gQ-;?uiV=XFg6M>;m zb5kS;S)6kER48vbH7xJs?Nsu^TbNQ^W>JHzA2-|v+}rDScY~qd1-(Kvvm=TwhP0#7X97#E!uy+5`jb60KY!99F@sDsDBrbZHK%`9UtoOnF!W)R(AA&T9uAcs8HZZ>7kwRN z>Q+X6a3hcC`hgH+(T}fSr4CXXz?MDxAqb88YPjLOXG}W!I%G zQDE-N+i?X?*MsG?C!5{WorYdi;wb@xH*4Vzrs>O)9b-M~iDpVs1>e6>+gC#Sg_BS& z^nyAZaDrJS`{2ITiQ#>ee#fO`mA7Gt$+zs(w`c?XZM7d+v|pD7N|zbk4z=FqR=a|N zk!8l%=0ek^i0l1z8ZWTd+>9kGNtpbBSM)ty4kRKZtl1?lGzxZ9?yoYYxxb)29sKgBdy50*B8v+s1OysGlAJHN% zUiz+n=W~?$_b0+HUV`c>alh3&V^Y%oU*8$)~Rjo8{Usf)z<)_mY>=TXfkltSe!SrLw^uOJFd1k5+>xZzq1g`yk@={4{_YM6qUwX6DDk!hZT3;%9qa)V4&c#zI1*E#PwsRF1LN;)Yo zUM3p64Hwd>o%E4vx1O*DYeff}-A~=Ubnipb6D69gXlVGmJYbcb{c|Bf`6aT))cw9< zNd(*KEf@B;9E6sm43w9}gx#bqTo@Y;)cOxz#GcO=3DLrg2_2tx1tJUt$ zZj}I;$LG2vhvy0Rgp@NiwNk|?R)#-IMfkMs0fG7B6r(Boe<(-w~Dbb@3hcPfn4N;A@InVI)dcYvOkKfHF z>&(BT?|kFJF~6%2`+kq-#-C~~-$HzlW=CUS=p1vgUJ2_z``ft0WvqZL^*)I!e zM$tg;S&N6lXQ>Lrrt#f3Rt`ra44FROmRrjTex@lg&NOu(#@2MtoD}a&c9sftz85^g zZho>a_k5I7^ee!FXaX*94EZwzV5i~|(+hEQiLm2up8ymMP@Jo;&km0W+m1kMne)hj z$V=Obok{rG9%8^#v5Pa!dQn6hf9ihDpnW68X^q4WEaW*M?_tOiFsW)}y{bAsfkA#1JbL{Q!`!OBW{&jGOv{x{SYJ%`RUEogEl{+$IY6FM!jZm04N{nemzYC+M2kC2j{2_?;rzK)&#|m!n5~<9NDuqF}lpv z%l-0YW2bn_NKWoL%?lK6ogRi=d#??oP$-Jr9K;5bBnSk$zNPB`=?)aCC6IK!)FhxH zG<;)dJg|dB@W#EV6r&>;L_N(OP71Mmy{J%2LB65NKSqpq<*598%ln-6Ib-Bt!9&Cg zE74?p&o(~R6qt~Q>@m$#e>|8`C`oBG!(5U}%fWB82b0cPs_NJXL~vmyRu~CvWHcmJ z2219OPW;>v01<@r@xx@!iM=;PW`7!Gbo_AieE8Uil7us)N>s!3*Q!N!4~g9ORyjQz z^NVn~PPqBxC^~{~FhYa*OV-s3NNzVc)#eiH`0D_#4!af=Gq?Qr9QNl+t5K=xk0nyM zsKY;>YIz+sIMU7)uPVo4YnRJ?bP`9 z77a-}!v`v>{d4!Uy{pKJhYE8K^xy@gA4*K{T8CP1HnTCJ3K6cmle7+50bZkChBB^f zvw5!Y^q`=O z*Srf~)5u9ed?WZ5R#^&;dkeWrYxk*7_6Ywzy z7%Tv~^-2k7nu)w=P3~ErNTu+|_eLMq#Mn5r=2zBtgUe*dD-oL)%9ohqB zT!QwKrXSj5ua6DRoz1jk2R4jIe7D=DL^m93T;F*=MtH)4pGyru*K!*Znnh_p2{GPj zxd)}3P9Y!m5PJQwvW(&>e?mH#3aSm)EV-_A;hWtiWjD3}gcP>t9Q{`Lx2)Z#^Y??? zM>v4(7R!RhV-=_E#|s7?1~mbkwrdu^jUC)13A|25$!v>ySI$ohWxSx1Sy0dW+ZQc8 z9_XFr;I`V39mUy;p^ys7*EM?(;C{&^(8@>R3qN8mIixCf;4PW)P5m`PM|ecla9=uN zxxzZO&-2v(`&bmRJ8^!ieqW+`%#l$)NHZp{0K6sk*P= zNDX=R4BbfvuwVqOlKJ`y^7}R=&ff&nGE}DepkU{y_S(wl9Ky3(rQ2X$lISarpx`H6kU;=PP7`%W~~a$BnDNGy$aG60Qm7;b4W1FRu=&~_J(*H>=sQldXjPa z;arYv3PY zp|mD{{r}qP#On@!(r*|>nw=V=HXmXomwU)`!?DTm*}wre`i;~Mh-hH2y5)#G=dmf+ zX)fv@A|xWVF2WE90~1M+U6HnoWFkIqxjaaV8;Oe>R1U)$RN5VqWj*;zY2HVZZKDY| z#!d1teR6bdOI0rnU%EcvwE4TA=A6F0zLrjz3_QFk zZf9RP2U8AnvJ5G`6(2M$TnCHPLu1Z{f2u+;dVu487T|2Ju$}z*tJYB)+$a^QAVm^7 zw$ViXZp^WJSVKWUFYg{L3;dC)YsET9#ijVRcJd`vWKcvIx?H1qcsMwB62q)nDaF7- z`gc)cUwOv2?^OKzy+`l2{0UAjiDu_ngUgA6TUp=KSUX`(n-ApyRHChXhs?w5xe zyS@w26{pB@`au85EZ9*Har(KS)&+x$BhGLDLZ$Q$#*xMlK?h$1O)1gf=h6?06$|_v zG>A$In|?F*wbONUIIYU_i{ZheHO94)3~i8vj0I9cAQ*yns4ejMMfI&$xII*Dyo-}w zyQ2IK!V>gHg6KNKD_Hg-$AfTWp&hFyNIS^uC7DYNo%r^>Y;Ove28j4I5t?bq-{1CL z2+a`Zzu$9*EFj@*{-c8_k%!2jtv6Em=1nMoVSx<4x}eXJa1xRTT|VCi?&xSS$-KhN z-xA~Sfa`!lmlx5ms9Xj=%$!%~+TJ1cy5w(Se1F7LB|vs^={DQp46Pl5tGwPh(Q?jF z0d~+0Pz>2E?)u91;l{+AKk?~XiotQ_ItIPrx!gJs&Ey-+a(zZ99$NfsBi)1y5_C#b zlm8B?oe^v*231ai-F7f(zh{)u!!!zOxZC~|*y$Miih&;i*8u`=(?eQF7jXU} zyK4AU(gK@c)VxzUuqz^skDpmJ-6yD%WUyuA`T`HQ@54x?FHIaM^U-$NEWe;Dhsv`n zv4x?%`yT{`>mPYU=1rBl1P&UZu~^NVZf7 z8r*l2UV(y>Xf7~{8Oj8f+t~gy1WEm zUEGGeT6X>?vRc1yJ33LkwL}?nj+P1`o1WP(4RJ?0ZuC*54oYAYv5R7~xYhezdB;=yJ50_FO{Hs6YU#jCU9mOs4~Q1;Xrw4Ct! zZ}K-?(`z^j73`cVPu`Zlxq~~J#o(}>_l`ssN_=s=VhLxuKDJ7Ru5V#q9T^LMSb~J< zu;cKX+(;u$PD%pxX3s!fI2ZSg>x`F6(doUAPma)j0yU=rYtX7POWRPRmhWGD07HX5 zpAqONuPct3|?9tR2!fAFAG>ytf2PM^L;j9dv2T`gpfDjY~ecl{hGQU z9Ry(bLVM%HUb4ToeL?N@8e6gP$8*A*GIgfHjW`~Z#7CFfdfJmt)~+@2D66A~C)J

WtXL93qIfuEmJ&uPC+ zZiw(N|L^{(3Jj$e+}RflvzjvydD`Gr`0UUO)V__6yU4~bZzwT*PuY}wNaQYN*yQge z%=QZ|#1Nwtzv(@O()1-m9RUztM%Ax(UYc9}q9P)pplAW>Eo&Q|;@z?C(#l9#%hC*? zEX_ZX2cub;Qty{|e6ETP1JEMJQ0EJ?*%nss;}__7FX-aqV7n!o(Gyj3UmfB_=L;rt z(-O00TDeiJvvTJEB1}31sLLgSfM7l+NZ6|eQSg?lvvtEZ;kW_=_-&o!7C9GRUj|J2 zX`@J}5@|k2+W|%HTs%AquGJI#D)q;;%UQH(Q?T0CcB%wBzlLZ`*`hb9B`K$VPGh%J zk`xtD){~huK4Kzk!7gikTGke{2$f51wA78;-A>Mb%Jst0u}d@POjjlTO+mpOOmzy# zom*L7?*#d<_{n{!F*QoNm_!|RkM1qQx#M#WN7cEM)Kn~TlLkAXl!G8y2m2ePt7I%x zv6jbdQ!Vr#QY_vdhy1v{HM{vFWVe34QiQ42N@?*tM9nhzP;$4SmsfwOeXl*Z^s02O zG_P8i2qi5ojkz7*yBHoH55Kw!1jwFbAWKBq$cS;qovW}~2a%uYBK{5pqI(x|a&9sk z>3aV?u2qVnQHohT3%v6L8^GB&cndP9gC6iYeL(qtm3dFp)Oxn*kl@I+d?yT}_TPSN*R zWk_qI8nc?(t3Xjfip%?+4OhBZkz@s5mp&|&-rmOL9mgtlf>hYy#P|g-JHaw9@$a4l z1xI~eag#j}*7B%4@qZ-kav2+JC2EqIK`V`}5n(X`-N+zIepmGQqGQJbHx3C2$!9sNFJ^E=57(*wn+ zD@i6gamWmum6VuC4*X_`t9vSQ7>xg+M=E&ujlomrDJ(}nfQ_MTzIcdEYlk4d<(WC4 z&wmvvjB2eNp97f@1Oy!GyDKY2`T~#gCHURhbu?=b#d=%{b-3A+0>AbEE7s=x^kM5g zKL;9GSo@WTH3K!Px`0XKw2*K##l+FA%@4$n*oAB5xTr{<2?1S*D zf-C)Tii#-|&TrqAWfJY#q5yMDc)ils`5W)VtMG zB_3Nfe)iB;!e3J&8mzs;-kdrxci_y0gT8s;h!FM9`WUJ)I*RdaACAKue!iUy!;&+} znBV|dyxo?y5^WY|Ib^6qAtQa~5Q%458g6m);PUGM;SV<}nARr-@v91$+BQ{}X>1@Pk>606PbR!|SS*Nh^_nuHE9?xl$XDNb3~X$9_;+dmHK4A2K&L3sYlQfNF`{6F4#AH*a9 z`Np)eETK3Py4rHS+TY>3h{F%NaEh-t@7-q(x`>R0S|!7-Sl^as>gy>#SzLa`hEt;l z#|d6qvKAH-vsqt!D}0-5rd9`mlpvj1=i%{kx3|X%JmjHJ#KQ~Oa+;0c43^p=pL{Uo zMy6%L#}c$|H1EKns)yJ&nN@P#KI@akf0sq&WnbfXBZ%{fdaNv=V*_VXkX`1t?b2H# zy~dp;2?+^t!wALw1clWat3LL`5db(u2@)lJMN7?X1CXbGmt-~}i)vrhiu(x+^hMgQtK$m%W2wMph~08@_b!mW`g*8M5Km0cpdgoo66zrh{ed z#q4ra<~<#B5$;_U^7#S9LrzYmhb(mDx{uG#f=e9BJeqc%n6Eb5u##!Ql8&*C{DNmT zaVsvct9ISyxBqr)-bt9q6FxFM_CbsyR>j&+AAzJeJw3f_usiQHj;?kA2=1aquqkst zMY(^^Rf-b>@dHXeV@EEL6m^h{4MATk|H@sH=TyCMbH8~8XWILgFNi3F>__q__Qsp_ zt>egCJex&BXP45t-9#pc+gha=RG_=dfAhsF8dsyxjIz+d3+tm9YHAo|VQ_LAR@n@R zdM57l+0e>NPsKO0=U?S54^eigy1YCXIE`m{T!8A^PEf+TixLP>?E|`1y#@hiTY47# z?%hr}T${l{0Zv{%@wM|?e);LAH}M<<1)-#<@J@>dqdl_xN6b?ni5m706cyY&-NTo( zZIFwZKY;Pm*1mxeXpu(H30jVk)^d#Z7K#tURbQglM5V$VQGE>iP0TOJ85~I-*Qp`{v~wSxECXZbhp; z)3Gl!Sxrx!hes*&U_eai<3Ws6P0hBoL+J+v-z$IoVEQ|{_*Pcdb@m<#oNy)+xB%Jb zWF+jWO&ipnqW{F&S82Fp=j zXF0aSrexPo6pq4ON@Vw&>$SGbxyGKRJ9bKvl4wuGd!oSw=)j zN$}pD0M+%Rwko)?QLj5)DE3GW`-7Q^2zFf_~ zKGZ|LxUw@me1j}!;5Tk%pVaog*`_b`*r5IWnWKyJ&=Ga|^Us1u zl+K;&UKS2d{*1CVyY~kwcIS11o4%mmq@Qc_K7->-GxH_$ur1k=w|t;6C-` zzh>LndlF((fhWI!MtK4FaN|FT1mu|Rjee&MX-DyMQ{8w(D=EF-e-C4|01V{WmyLD) z;P^aZpQDRrm3yJa_l?(L-tS{6!`0T0XM@YTIlso=38~Tl{89GVjqHB-*{8FH<%3Vh z9Wx6(qmMN6eid$&2gZ6ZzaDt@dhCu9)lTu2=77)rDYxSWKlWJI6{PJ>z@t$8gzp?- zIu&h06?&b=C4cONML%r)y2V|fq$DT*Sdn2+O7K*hmsAV?cA1vpq%k8w<(|)C)ZY(Bqy*c z2}c(n6L>7=sP&5|Ki(&Pr5R&!+dT`1u?w&*vZ4`dp(KnQ-Sh{rFu z-Di{446$QDU|`7()yS<(N)W{t1(~bH;*E$ETemKpF@x3@t*+F)_BJAAqCCEne!C$* zZG-(vxB1G7pTgv@+h9_pyhRqiW$SdALFPyAbvDLhvKV`e0-V8A5tj}SR`x|Xd3pWy zpp50jwT8Ih{c(+Dt&ycVZkU`Ri5kfL>TfWT#iRla(`mI8Din^J;@_GO7RBX#?guC7 z1=})x_{eIMg{40mgGT2~LFc+6x&}w7ox$u6VogW4=6yWKpzY^%_!Zl2(LCFfwk(K< zJ?)ZjuNY+2TlocmT*o~-eSRSwXz=1^?@q%87`^PCDN0&|=3!RH?{Wu0pdsp;{RSVO zRa@{R7VAy$%!jRti8yue;F*P#PbVFCH^q1`ce)H!t&NiQid&RE*;9cj*m+vLh>}VZ z-TzIC7(=Xv*j|ehJCuEgLK*o0ha(_ z{_h*yU^}j^umlTiPztZMXX^E)U;U8b#B;ZauBxDL0iCA@UgvYRZrS}hVMh1s*;dH- z8~FAgBg8};L)cm_sDJ#mSk$*bwd*f+}-ob z-n)cwn6LUFP35O8xo+#QjU{QN=zD9hND~Cb$~s*S+S_>i@$Uz^!=>c*DQ=_t zqPSz-Kj%}wPSSzo7IPCVM2G)f?nQiqG90ay`l2{&do1;qGu2C!I{+N}keb?Yav}~; zcH^#S66fq(9fspy&UO%(FP?Yzh?rqdpWSvjl9-j?)M}wSSz!%9t>@M=p(J*j74w7j z6LoUs6UubH@#WO;jO_%pg^o;^1%vVoGPY(jgrm0{!GQ|D!Nd~))d0VK4VM|1*h+~Fh8+Uk@ssK~lxLM9)L^7XI7$A^< z8klpn(m`jH=d2;ay4{MKyDEN^+d+x$f8+L;}-MAG& zgV;yO+qi>)-QS$K`AH}BXy8d}@qku;SPd^InKcu852ge;AwwW z^dt5UzmNMJFP}rNF4)MM*p66DjtOu_h%xq5FiqmftxaX}RN@DzG|skjT68&I$z$qR zzgB%z{L-ye(tZm1cN=M~2T$aykCIjmXQ3oY*Ec3{JmcOW(-eGP68zr-r?c02aDcXZ zqcGQC30f({)8KKu9k=Ux*m^}+t-~EY0=#(zL2eL<4`)GaVS8c$I1TeOxH{Cp^#jlD zPSPr^FAIAfX@+|GoWEm@uax>zeD6tvX7LrFm0HmRqWE8z5d;F*aY8O zzXdmk@`(;zp9@?|%i}*|xOYBB4P6qt_vxckUs<&x?w2{g%Yi5Gf#jg@t~Tpx0|;ch zWk05dl7EJ6Yf1QErQcKgonFek*ZY5lwg=X;`}P1I_ik|g4o##(RAX<%-n4O!uo<`e z!zWzz^wH%=EHnUtfkJ>8^-Z(s4{6yYzRT+7yGdm*-I2C}c%`+ql*=xp;V$^hE9h=A zv*&E6mL3G=Tb#&LS0*M#q=f-gj_029R-)OCkFA&4AeavVWrtWL8wGn+MFl?u?Kg97 z3PA&en1TTgp_axYxE0qxjQrD;d{q=uuUiXD+HWIy4D}iY@BkG3&$&xNAP&!_MQL-!~s=VvVTB$rD0H6VTQ7 zPi_|83L9biK1CwVO4!YsATMVw zr+uzs&NTqt++_bFBCU6kgVoxtl_w5GMfSK^}knk-oc5vc| zBf>+B6Aj66cOeHXGAH4(RF9)!c#7hW$<-;JOvC8)5#>hY4=>JT)veJ@w=dnau@&q{ zZJlr(MR$WnHe)Ka);`Zc7#QYb$9}wBcu6fnNA=8oU7w=p^@Cm49rLxLK85SO@QeF} zlynR?SVhx{KCQvWJhg;w%W7FFtb!uWTRoORwv>yEjlLfN|3j~Uo7@Gkvg6(DjB-Ad z>Tq96scUK~doq13Ir0P*tz7YDQdC%XIH?CShF6V(gc$FM21ZAbrg-lO8~lml)e3<=#zUXa%@-C zQ!LjLn>0Ck+ddzQxBLWn0J+!Szxlay=fEGHQ&&d?%Ca!KAy}>XFA+%RcpMzIHhWsa zP@OBYyna+ux9xm2i0^@S3Oj6KL5PXbNO40dLMUvNEUwfP&Q~cvF6Csr(#$$;LSP(l z$9!`+aVDqXfN%-*Hj z6|PqAU3P`yFdCsky+G5S3ad$c`0WQbA}wAOKNsz+yM1}{B#?u)p877QFpUQBU!Jbe^xkSHt3z2xTG%1(^?n!QUzG_vxeLD#;aVQ#FAQ!Ptj zshXoy;z>36OZ=D@ZZFEk`Jdch^h7cGFS@bHq)(6AS+yaGSe59U>ztLOiPk^rbMO;@Pt61TSqLO2?_TK)}=oUHnVAlXX0FCH8 z-djFA{Ej|D!*X@tL!FLJG!F(BD4x07;*0z0-Df5LEUbMeab(Gw0=el)5zokw+quEV zXAx6m-2L&_h*bR~-(aJq^1;Mh=hw=cj7z0R?xzyz+{hXo#3}D%R9!;@9Vn%a=MY5N zJ63>=^;q0Q-tIAV6RS6bvwa807;pAAq#cA}@JdE1Rqm`i0FB$Jl?uDDY4@$t+b59kZMP} zH+F@$tX_S7J-<8rKJf7ue>4IfC#eHwWK!O$&$#ory65oB>;1XPQQ3};G zhHYEMt{-lbOKp3D;^38yjV_1E)}$jJFoz^%AOd7pF;_9MKvd4#B@>&2B#gK(&-SFu zV$~#vhl(gbc2o+9F*uV_Zpz%=jxy9ky#8$d*DXxP<1TWEE^({jA-%y$k`_?_r41KK zUSzxoV}H;|Bfsd6E;2@O`ItRN35&U$$b=J55L+>b9PBPP-(L&dKF5j0IIz-mQ&qVzXSukeTjJ6#4B)i#<m@`+o zTbI80;&Hdvv=8Uzry>)02B4^(tclIhV=hB3y+86aw~)uyVat=M(8m2yf&7+J2jB}{ zmMVeK!FCJPxlM!%4=^0~=b(7ibm_gSEHH=Mrots9HV>K#d`BFU?~yqnfl6r+7<>$W zd;>vw{GNrG`O!I(FeA{mK69Z2DmoWw^&Obz>%gWm&8O7%kxK!-cuya3C^oaxIuaEA zKL@7~Sa79u2WCm+i8R9?DYBbNz$z0UxBclMP<_-gG ze>@8`S{Hpo-XUyV60Q{7*#GWD`Q(VCro{)nrV02{)DK6|Jh1TP&h`WAUH>lgcv0;yYf9xJm5^2zj;Fl zpao0qrA_~;wefIz`s~{m`N9c%xhBe;h?h7|X4W-JB~Y5uhg5@eOr&$cm>uLA#wqA`E z!?`usw+!H8GyZOf#49Nb=p#h&Hig!wdai5@l)HrmRy;>{hBBtZ5dx)w7HP3smQx#5-l?`X6L59RLSrTrz$}w-tvyAy^Ayzqh@f`1B zV_|Q@RBwBE#Fv&sFtkn$?ZC7`&`Js-OQOJz*PFKYjX4W=Ypn8g0N}HDC324i7&N06 zCs!aRE{sDJlXwX@CLmVZmetgQU32H|@)gD}OlqF1{>8m5q>qRW#k7)xOw_ULeTbr( zwcz{~M2u-btq4O<1aSc#L1peV1UIUhT0`PKw~v|nr#;gzh~jFXM}oVwz9EX+YP8`v zbcnCwfTsMl*~L64Q)089x?HstDmhTt2_#5H$B9w5jpkFPjRYK(C;yF}n zemRZ|55I4V*6Ce8L;x@-@P|0d;tGK$m6OZ+s-kIpBTnI+Hvz5;{gq_&2&qU_7X9&m zUMvoISa;k_90BF}AgTn=P9Sn>YDD*0VlmBHRCitCV&}KD8MivM&%}aZQE4{erv~L|yrOk`&7KYb_)z2s$6jo+=nd>^9or(muYObWGs z=g=J026L!324$q&Rp(0N*d+s$KpbfUcfbs-PNl!&xLS_S|1q8%H9qzGH#hX{xr<~* zJO};te@@x|OyXh>m^%*Dc;w|7FJ}2^BXeja|G9W({@=nZhy+-q6meU?sRlSsRJ?#O z4<7kaAi)Vd{%76BrO_B4_ceH_ zHWMUkf1jDj+GG0HalW#)Hd0fJ1J?N^FXP0}#1Ll5U#h7nrHL!wBHf+9DXTduW|EiRj9Cy;o%S&)a%un+aBseC9 z6hN*`Y##LrLckwDcYquy`T0rxo}BzXItokfqdrcLiHSij#{m=>6b^t?JUl#%n;8MG z-x^9D`aUvpI2vD1J(&xAz(`5|GG<}K7A7X3f3XWl>)Eou#vxa6ixd9 zCep*pOHHHj-X24Fd3k)#f~rqu*SH&)*`9^Crsn2_K>%EmFUQ7)c^hf?tr5{viE4{U za(rxSlfrI`IEV_6uB~-IVEcF1n>{uyE$w#Yc-m@xh#JJTU?Y5Wc!+0&VK~~tp`u_PPkPmT?$NpuR9qbQW zKp_8lf^%;{4#*vKs%HdikB*sH34rN>yFt*)`=9MUc39Uc#Q?fJ5MamPaRQo6kdqfW zV66u3<(Daup}{2WO9fuY%geKMaEKy)42ZS6NM1kh*z~jnIYR)C<}H&Hxa%M1w0!BK zd*5*XeIlZ!6Abs`z`Pq88P)C?Dkvxb2~s;fj!5{DIRECw!ZX=CNArK4w}99IbEpb< z+du`_pcKHxi;8ytSXZYQrd704m8A{D6Z51`18-E_e)yNsXOO7xIREzlyBpTOOTHH( m?yvd3_N4!_O87r%l*=F$Vh)u@3H&ujL0u2=ep#|*JomRtgp*&xL7~)GQ2>b&=ANFndybc&`l@C zn<$C5C|vI9;rYeXZg1u9+Rqgml8)ou7R!P{Q`7dpLff$&&Wb(65_lJ}-iy%^!#~la zT_>FXdzRqW-P@~X#!c}fHT8I_$V-t3gWltyr^iZ9Pj6~#+jZKz7#F; zoII8E%P$|33Ng<404VTU#_wl>lafL*Cf52V7i?~%>S%^9`F@}u4r6>)c+%TK7cw6xr}{C5voHa51l z@xf~jBzE@p58RI&`qu63>^@druE4R@yW#%$QXFX|hoXe#n_exY1Q9A&Cs`Yt9J5;T zqRWGWgPmsFipPg{-QRytc}hncJ$LC$>Ps`RgNYjnOWWVS4nEYK=MC@PwJT_8MRmw9 zGBGe1j+VV4@^ql}Gh5mcttz^tWNsc`|GjkYv1tL9__BG>{+N!lMNt0`NrgzKFA=YD ztraiYagNM^DDs{bme`Wzyh1OIzy%{iG1uSZ#ZNUfKBcRsCc!4Nu&@vnJ}6R;=cXX! zu00_jHP{zDL7jE#*o zp;GO1bRZK{{Xmp-T~AIZ`OfeM(bd1X#2jJ4!D8Lr-8ZVS#Y{TlS6A=horuZE;9L+3 z4GpdE$N>|A2T4b999y(c8#Rl;tfW;`ROA#Di5|(xZOF$L6cpg0LPJ6(cSb9mx8Y$# zL|@hm{Gm_nMy7?P9d}I%wKmIt{9q`Vzai(~;JV>0Y8muaJ$!Cvh8SfGE9^I(nv#-U z<>nQrU~Zn?5o;_+)E)J0>Ev zyIUowLwuE$k!8QaI|ETnPnBDa3SiwrgM(>Vh17Bl8zhzp3Z# zJA`$r@aU1RQ1Bx{{|5SfwiLJ$AK&fa3snW);0fTVceuE&gQYcfbjVs*WF*->-&TWd ze-w7td1NIX91miO(D}*sR%mnWzY`_bVy+?4PAlF!oSfaOwBrQ@oVcDQyfGo6pdDV{;6dDe<=iNh{ z#D}K{bneHrK`@lo(z*rFiZTEq*Xt-I_&DssXFR{}FS_Gbt-#;y{3rKThoy^paEnY` zU(Gw6wK(3DO0PlZwcQvlv2Bdzu?&um_Jg%4ZSFD3XRhMDeED)yON*VE%WEFYx9{%L z1Uhn$9wA#XH9Z{?8~a5$S>`!dPDW4KhJveCppt7z;s3;9ByQC1xrw=!;A)E&P{IjFPR)6>&b)?~QY z`kTNTRxsF4?0RLiV0NlMpKLl68@I;^ejc_dCj{^5Ty%K5(h4q5`~h$ zJ3H*~oT@%QOsjHL&(F!gNKhV z@$@NinbUgU+GzQU&hO$kAHJe>*;~0BATu2%6#4b*^u+HE58V##LyA+36YxGda=AfH zUT4fHp4)$il@&ifKi|jSUot_&{l3+}{g0nMxd_|tkGXRE38D!ST>FJB5ZAtVJT#BZVU$V_Hgzqa!+4w^AYWjI?;TQNmeb}+On(I{BwJt z(v^?BY=Qo7oS;)E)=V8;+GVH9v#lpFkE~7%t(Uc3pWO zB_;JR<<7^6IHxg)%DgW7YXObau2=NR9o3(d*v-mYjr_U>Pa3W(3B8XOc4hskQ|`!C zb+YyNqqq0uW+RQJwa6*_+Z=OUr=z7s1qp58eY$ch>D!v;`7w<~w)Q0nJnFX-7Z{kB z&_9RE-k`@k&)vDXxhJZQ*XkI*>cR(M#h#Tpuvl1HzV6p^dVX@S>9+{J`1xgPWMWp< zm7Y|k#y(Ah>~A?dPog+4x$doqgERBmj4ZsehAnya>lGb@_s&97C85)uo}0oh4w)UL zucu`yPPSU}hF5=`?hQY9@#hNe@aV7CcWlZQ@9r#gVVj$qgZE0<*s#aHow|Hazv8BL zcJGHylfuaWzOkBCj_NDf8vd?prMOBWhd)l-AM-n|+|+m5l%^DLz|+)sW`ryhP*Wpz zcwAd6@g!d8R;prLE!?m{mVPBg^~n|iIM7BjQvxkBvz+4b>{kOL2r&=ckGStX`Sz~g zz>^B>AiE`@&!XXYy*g;U`kcD%6JcGJRv|Gd>FmZSWRuOc^7X0o)c9Ih^E~%s$D3Dh z+|Ez;7y5G(V)y0~JpUlz>g(6f2M2E}_J%Bf%|%;kM~GHWq*i5Ny&qqM&Alb;!tEOn zz}VH*C6(MojJk+g9IF(J5_0B@67>{0-04wj?n;*R9ksFDa$;&fWm4ULU`;`QOf?Dmp_KzFJVO*d>9=kwZ& zq2IpA!K#RXPbnVlEJ`{E#KrQ`(|diP5seo*oCz~NJ=(Q)yqcMj(Zo@GB5`&+ejXZQ zTNMT8G!S7zbz>|wkv~q8zc-OXsi>+xS|6)yzC^Ao_T+Au;BqBROwa=`jNA9X`K`9RcZ!^=nS;9?{-!O!%(ze4Ltbyoz`L{%OpP& zg#hd%Atn}^nwmmZBv~ea-rL(-vC-e(|IXboUxvGPN#Yb`!R#d<4@;JXF)4)-a8v{@ z?7DEi-7qw|e^buLh`zb4P5nt~&tg+&qNHz^83UMrabqAA(INz;<~RL%OdM}+!Z`p< z$aowrGJST4h=`c^8Dm3_lC!hpyo`@eKRG$6xXq%Wt{#Gf_(p=um+9WWf3LV`#d}+; z$n08|8Mkp$Fdf6adtYt_$ZXBU*a{3pkJ>Puub-caCUu!L)x5{{9kjYD5Epndett@m zKWIg?NXDW61Rx#)W?-W)qMYZVOk=H_R);Y4#+)Hwe4%M+%vkS)PB!X(R8@`9jb^B4 z`usMeg{%Kz*`EVzI3MpSr&IW9Qlh}JpPl6P?Z*-l5=}o9VtnA#2_8o*i#@4VyOwun zqAhdiAc{-n_J>^+J$btOY`!CbsoZJZv5YK|T>tHR6s`Nw4&5D@FSIDR^Rv@tzHv9n z6-PnmRZPE+V(Oh_*`T`|l{+MZdC#%6imh&yLfG_`Nv4C4LB+zs!Bl;ICRnkuJwQg%rgWC9yR-BA+qI=7i_oyJ>7Dqz89;S_&61Lm_^7N3|f^gJo&?` zKa!HXbe(4-ko90u{TZB*!HS&EZldM_2`Q;`nd7Rw$H647imvXxT+aSXO^&UE^OMhr zsljb&S$fk#)&3JdI59*qaZhM2KGb5$;#t=|uAVwhWGXu5Wf6r%{ z!)E+Bs%RU7Xqd)5j@kHKc9@&n+wX!g8~6NFs5i&-&nNPaAOH6saUeLP94jkp6Y{!+g+-Grjk^?N zlxElUN?E`G&3>e4Id^wqttvNub2BsA)~_5)yfFb;&+@$nRvizwA)-9Oqf;D)oO4YA z&v`!136D-nKiYn=JB4U*%w?HP0*}tN`jnUMWAJS2*X!_+=>WbF>VBJ&u##~Po%YXd zCU>HuqUtR$q40j#pFc8N5Wqt}eZncQ=wnsU)Rfi8dM1us5Zv?loMSPv)jJEyhti%$ zi>b}vE=>SYn%(zDWpRionaO!ka%yTf0Ln6M&v!6Ek;ruE(j|6j4aj_lyZr{u-6@Zo zAzjQ!#QBx$SGt4%d=G(i^;u|t#C~QvNc8S{k>f|siv+t0BW~N_v1ZA2$75g9rTU+lCklmvtB_%bUto8m;P!M`g z_g8RlUtfqf0XecFTX2lfy3bd`bZjdl?r9hKT)BDw9VBH*5tFa%dQF&q{l{c%+EU0x z+ilG}!d0$O)z+5xI6rkNFlxZ(G;OEkG;Sh3bV;W@7#=^9v8mXUDR|LH#OZnFrea{A zM8>Wwmywy-T>C((7p;*+%Tcj`<-D9-0(E3j1tlZhM>p7DBqjsa4DHu<4L}Y%lk!!c9)ckQCuish zocSZMxx%W=XjuqgQcl}3p)G(6p`NG92F5k-F4UWGheEImg77rg7W3%IlPilu7<3em zCD|c3U^7>TkmM&KDtRm{tfr;D%*%8iS4K+1kd*xKTjuw)Qp*op~GL5H$Pq9JfEExX@WpHTudX=^o2}`k_)01Zfc1@BNo{VK}5#n?>F%)IM}6t*(lwFb#krOeFFCud~f1Hh_JQ%=qUi~#PAg4>ei_!#?u+^MxP`tun1U#P3@@bQsDH4C5lsGr+7R_U79znt&7Zv&`iW_C6)G4TSN zP4eYSMo0wL$jCmy#eaKpS4~s%&b@nA0s;c^w6pQ>@PhZDp^yaE{?Oy(As|a^Xdgm( zh!k_EJo|aY1qT60R`d@a-UL&Sl#;sWak{Gsy8%dm6kHSOQUN?TJD9!-zC;5TQ=j*| zZUg+tu-@m|0LGG>y<$TGu4l5Km0c1-<6XsAAMmu~oE##^ZE3l=jfs+k@Ic;WURs(5mCL4f1)RxaN+Owyo9r50yHjUtX;&>q?P)A_V@;IStz`?}v#KG@S z6Oc+#@3>6cQ7FZDq06X;uct2J(J`~Kh6b4y4!+u3(c6K@fDc zl79ZgNmWXadGm%xG4|nm02q|QE;j&_6c8ed01ud%nK%5hwX!u(DyoV4xw5(XmG>dE z>Uy5;E&yr+_snx#)kf;2+k7@s3JQcsCJc{^#6o#_c|ob-4RyU(W?!vMNpeyW7Tk%n zx;iOJEVU;QTAMz8ezizN1C{n;_R@=RI=m}aK91VRzIbux$=&Oa3ujL{r_H%34((sP zx{oZTnwr{#A3CQ7;*&2rw}QmB>hLafu8}4&N7VsVZq-qSTL6?ZK7oNU5OG%=%dKz$ zM8W}+-KYSR*FxEHAJPNFzw74*jiMU>fsMeU-h$(Fr937F9CjGbVvW&egC5NT!y44z z1W}rg#P^=%p@Kxu9wIe3xq;g?LPEl~XNU7pE90W>-@LN$FZ*_x!y*>yK1Bemx`ec} zcU{^bo#dw)Gwvy<7R8{5)OX)iN1A4DA=Yo^dY%%H>%O{Bb+m*&jPBinTkNWIbwY~Q zhK7c3!mhkyZrci9s07J!E4Ji^Z;{tQ_u_&5+!MsXZ*m&rx$G=l0Ar1@DZ32rEhQm= zh4=}yC;!IsUx%GQ9H|o!;j?>Wy005Zzd-&M7CRrVfOD1hSpT?IMNvlh}vXAb~eP*n9w}8L79J(dZ8{$>I(U+zZovojrDaC)?1gKCCNhq<;0&zS5Wz>-CYuHLgyiyZ9C;+3t-u!`HdH$Pa4RA2X zKod~AH`HAf{Q`*W2HY?{VvBis_uYbDs; zJq!|Jc&)wKOg?m()dS{H*46zY?N2rdO?erBLZ}JAZNCB3uvgdpcWCIiTopM$8MyC~ zf_-&?^AXaYP{PqH1aLcR0z!*>G|+tk|n0nVY3+3+Gr_>-{f z9&%i9Xwn$ozxirygdc#?xj4id2-=YF)=KB8SH`Pp5Cn~L<>osGw>L;hpKnezq-AG& z%Ot;-N&X$qq8c0%vrH;jIA{g2s0QF?Ff_Rb2A&~Cp7@zsLPLWrO9TBy<_^;BN=i$^ zyDGGSf~L(z)14qg=#nBk_Uh!|^$09KOa+i2M(wsCo~4b!hZ`1wHU4~lwqN}gF8_gf zH^T@($A?a9lu$8&apxO1lOWc_eDB_W#*(eWSK5kCCsl=u7^c4SEUDE%-h~&9fzsC2 zY|uJ4%zyU1%j`ZBtIoH^p&BuSs^Ovi+!esEB1qfeCchm6(kw!-%QK7xsmSpP7jh*q zB^ao37tASJV%=FAy^VB6p!!3hPLKB+q3F1F>y~c>T61dr{EUwkjh>yei)q6V+qy37 zvQq+FuVsx>5+LMIOId z{x=CYQ4(AaQt>C~o}aARdP+is%BencfjWe+WYqEYpMcw+p#r^(w66f*yzY`FpM<7N zJv>f?yY)DE3ssBWo+X^~_wU~a08BQaLU{oVC}@s1LPN~gY0O!+c=&w({EWtNb!e7U zaQp76N;sB^CzIGx2aX(0n@zR`8cYI0k?vbG>6HAqB}V(u)iJYw8G?Ia&mzSC3C_w< zo6m}=_5-Z5*zZQ3NACqCaM6e*z#ia2(dGP5f zO<=Z8iP1u5;=@-HD5SXtjc%dcUe#yS9>Qm*>z*&VlBB-@;*ED*<3FraF0@qI@9*!I zgiPakerDa>p?Eo_?bE`7nHvOdi2P?rt8%LQF-OF@@NrI5n@Pp_+3~YH!wa>wwXbF) zG^fgzbLt@IQJp-Olf#1^2r>@n?d_e&$jqq)>>UVY%77K`pgyFZjlWzShSPrn5D!GG zYiD(sT(8VQ9HuO>?Dy{zBSp`jFSkBGbIEY1$Q+M|DDqgd$AONH?wg3az|SX9UJ!#O za>~~vp#Fq7od>JPAB6Maf~M~4OKWAz>`+rsLb{d#xC>2ae;SVi@v3vjaw_O}{7DWH z@k1i({qrPf-m;%>mv(mMN8kq(-lMG!fS3K)yl0yJkhMrZcgm z2&7*P3-t=RhfiX7389_l$V{{NS~h^fJO4!^Jva9aXjl-P1?=iTsFs3J9J2g?4&>YU z6hvKi%toM__TL}^vaXuCIvsogt(o%?M%XGUBwJfs8zt4Jgh*8Z&B6zEGjag136K~8 z)lD(~BjJS@%KuJ^sZ2?e52gC8j**19MzQ)I3JHs7`Q3-0SrvGwpquc{LN z09}G83K>J#R2`Zi&3r|VXyWc1oN#CPa?+HO58pRxeb}-NvsDs_Y9<+xsx!TeLtN5ilPB{QG?Q z;$Y!ycsdH@4e{;U{xBJw0;6@5m)-u)AM*3BAx;Yu3t{yHVJLfma)1K>yZ*LqMWTf$ zR9Am^`gK3xQopTvSq4K>UH9F-Z+y1YNFd4_S`Ma@L=MxkC$;)n!_GWYN>`UM=hqaz z(D6#)TL1^KE0NUIPU~Ypn`nS(a~|Ykeya7xHWRM93eg`wQ@h|j{>m=x?p`_d<}G%W zMAPx@F?O?=K$#h+3*X<74SX1Gk2vX^Q_P$phEk4K(Gr%{cG|a zW!7qd-!Og=M0W7kQbs0Z|5qKt`xDU04O?wB=A2y0%$0%hIueIr;&~Al7lDv|Nky2$ z7d>dgZ&vF?!_C{H(%WWjS6|(5x0ni%edMsg5iXeD`ct(P_dE5W1JfUER`x!T?Z!8z zBfZY$*TdZC#z%H6s<%^^UzSh={9!3TJsifKxOex$uOh*eX=e4vfg<_#7}6{^ORrEo z;}VOG@wf%69I6cIzoY7(w6(RiiwdUK1S;Qm^Do->EjnzO?on?zCK}(qQDv8XF~BUp zTDd@(mx@kmx9aKZrA7BQ^PbU`rtvn5n5W0d^daQ_6;xe27JDmeF1_{H9IIb;R)m>S^hxjMF<2T~{4 zEb^O)Pn*v)$8lM%J)SX7Y!kF(l{xINppW>6HyWq8I=iVR^%i>xb^G@1m#@F~FOy1R zOJ|eRCf${D?xoMq`ek@$xp&W;TFbOuM2UB6P(w%QPD*cln%+ixR0&hroBnLc?5Acq z%(HiLPTn|U>ko9cT(wsD;V8Sm?d5l#5cDwrcyPyU`HPBx(=~S9T$jqR^pwU3VdlZq zRFAw;kH8^vTbdoGia1zhqjx_wuV08iGB@y3NwMD={hLeosRofBFL|0SF+oFcgRhvHafj! z8B}qenB*1kHb2R$gpTLH!6L#%^UR-=cLmesu)}pb-%c}XQ|*h3cG|XMlfMR!;M8if z-s50xse%3wl_RS(j_(~ZtAom}_Uff3%9eCf)$`UtG^U9+=w7aV>A2%guB$Gvh+%eL zPp5HUI(nF^Oh-a_`iRQAj-K`nX79C3k^GGd5!|K~VX-iD|`YnswibQk(wh?yWbZ zo7Stwqw*Wsj76MMXhEw>k)#AWuJ{IrKY72CvAn?*l?$tN#8z&(eV&u&O;59FbV>Pf zgV)fuTBdI1U|clwoB8TqdQFQEHJo+wmXt}U&-d_7xqxE>)=nDm}4?cE$-M`mB=NTsfY zclpr%+TM2CZ8wn^RXJzLduh^z&a&wyo^A$W7Md2kzx}jbvfb+AFj|ZcT4Z{Ju60{D zHu*g(d)e@D$lkD|!ku|{uxHVM+P`m3Mx#&aqxQJEW2;Qq!G2lxBwD!Qrg{dYa+er- zu;Qvw5bm$Q&TZzy2XTt?4D`Jp147TI(SjC^ts=O4hs^4sBf{tLYNAlHYq06W#G<*7dMpRQ-oqv&Z1PnCZ}D zt5S-5kVd9DhK5IZXatPYl1Fg*^jpd5-{GRi${BkqX*>bt{#NOg;qQ{UQmgGrFRNcC zSc}$lrkiFL=FqsXKh+**pPiZcq1o6XvZ>dMn_5~iKqh(E=hiW2VOyIOT?3g7)b4g% zMJ4qT_EKp>Tt;_xb69CD+%+Oro;2r}39vrZoo(xps~n0XO?7CM8RMY{SotwH|9HR0 zLEdqaeQMGCqgr$O6`T)}lj3OS6ES>Eue|KnQvPB2)qt-6^GdaJS zEzzaIeHG}y;;Zs65GrN}cC+(KzEpYR<*X+WfsMza`muRQy@vPG_8!dS2IcNxcyio) zREmP#P2BvGhswos1LBpM$CVdEmU0J9E%p+3*qLYBB644r*W?{O&5%+q$A|7=1Iv2< zGuNjsV{O)v^F8V6a}i!rz0`{ui&gm@|8D=LwC!O(4lm0XOutoxo=huFc=N9)*MHQ; z$)Q=}WwOhdShnX*c5*SV?V6 zp^p@04|uoP$aC`wkxt6=zy5wf%CCM(XH{KpUB@$Qf~tPR8yz**U8ky@`eJ3M?t%^T zlk*5F7xJYzNu{4>MGJ3Lrz#54(uz4wtwd_jr@2!E$b8=ErA`x8Np1DV(!Q)RtWuur zD7P9YoU3xSkf!H!P1Hb2{?N25wuN_irrjT3;~>u{d@c1@Xp?WP{wGreUCPco29h-Q zjs03<&cvLY_TM%G^YYcHI{&ECXc9eq6*@GM!dISU_9Yb;YjklGc!Uq3IZU2;N~6W) zJHAzNj1_S4cuwb7z1Ez|4{`nHc(A}UeELC{Pg-H4Y&%X~Sx@OC1}&J{5i}GOI*!E9 zlHT=Fi{|I8!WMi$bRlwVph>{!@W!c}!5BY-W?O@C7_9ZyYR-g};_tr#wnq~K@0H}4 zcd6dIAyT?S*hZRNWJ|j)rIngplrXBYDO*y}m3i78HeJx@#E5e+p6Pr0s9Skna^JPp zxBPmQnnHIlPFw9sTWQ(R3Tu!>L^6!-4omaeV>}gC?9~cXiwo)ml*ibY zmzJPQwP36XmzJ@pSBdK;vS1o*t6i$bGtuAviYfEy#xy6}b3t`vTW*Ot#-8$yZK7uADMO>(52Z=pOI0-2Sba}E z8MjZL4D*wCFXcIb(wOJBbax#%x)Q76!viySy3_epHGyf96N>lLFOQcmspa33;b`z}bwL$>LzaLtQ)_H9)`i37 zmKcKD{4Z0T64Ru!bfxjqwpHvrN z^qR5T7w31Ee_(Xl z)9Z8=^XdgoDNUK$De2kIbKBIfmug@7@cF#5Jc{Z7uQJtKPkLam>27vWr`(Us#gkt8 z1^KC<5=o8vf{vIY&9U5k`mi~rY?8H%?i3B`0>_0%!S6f`{xhPojLk0Gy3ZMXa|)IU zAA41M>pz65n#L7He{)c`SIKnd(|nRQZ+aZKMPH{b)vHISw0ac2SMHznr@p@E(EdeC z`GWsn!RMOWTlqx}+VOKWd>n;)4WhClSVOVLYZ>>|?Y1o3~OtVa!Xue4Q;Ph z%Bjzfe)}_F(Bw~X660yjKoeMV@X;Rg#!^na;jw zw3eW9fhw;s2T89K3z{N4u+g6=S}|Qqf6*l(+F+Psk5ay;Hr-d5M=&|UQlqG>K$g*9 z(O0-qi50X`?dyNg?69L5dLHTzYk z6Jbd$koRqMyA9vWWjtJp=D0$4cTf#&s;f>hk}}=!Q+r!DA?N4MKj|I$sgBDTDk(eq z&dI|uCFWm~9H41L#8IIV_ApzaRHw3DbK~^&frNbRR36M2XP!PbiOD<=m#va%`*~QUA)g#}cnY9gb6+p}R@nGf z((edibev}TMoxCN`e}S_Z&$YVneMD=Gj-)lQ+em7%e=LF1dcBW;yb&?RVE*uk_(0i zpug?9RAwwBuSZ6IQ*|M-pby;t>c;pd!Urk=>Go&ks)Yu;aYJu@ktB2L$;rw2C!|xr zutm*^)UZ($rNHKsy{a#z9KAiP8m=v_r7Z8xWh=Ylo^qzxrj)jO>t)Hwf-A-+J=8$i zFP!yK!hpjXYrhp^Q0@#m&LBH}0`5LeSu+j&wAKw$!3-MjI zTq07!P5pH{s!b_7g;(sI^-mRlF;;$l&1>u!pODO|KWp?!@`__&@1Q@fB&h13&s%!U2{m_0X*EU{i z8R?{6YDYS$;^))FM#^<^IOt$8)feOVha+qyXXHncdUl^ux~_T><5aJ@bMrA@RcM>v zGv1^YO`E=xuyVO{?G5h|dtQmmf2rX=r&pWQFNTxX^;W~p^_^rBr&#+8rJ0UB$OsUd zGpPOd5ATq%pE*Y+aqELg?@`F+pZY3ei?-RE=pfw`Cnl_jSfTUKO(Tu$SDQtpkJE!E z8*=&d**&IgQoQ;{ncW=6S0ZztIKD4TOuzM`9LobMk^wp(_}sJ{x&2lb_zY?IEcw}yht=-*X_@@<QBRa>Yv8y`|O{`NMcbue;dK_dicd6730UvN8@_58ZiNxIQsh|1M;Y$l?@YHX z$}|iRRBl-_E&uK-mrlOHfVIRa_Zl!D5x&Z+Px92FgMLvY0>N9UmqEjZrpX5uj;f2VfM@9 z$LZS|p}df-fyc~4&cd&pQXBs!FzfWG>v!z)EDdu;nwYkqzf#6^vez^tx9ZbXO|vx~ z7W2q2*KT)7Gsc*f8!->!3>T%FXr7pA7LQUU423%EL_3H48D>J^iq>|}{~mgu>BEW< z^?1jk(0Eh_MB>!x;Z;Z6a?@2_S}_XY+#Aj>Pj6O=h{SQ6M3v)bp*Pd_Ru;I7j(-#w zeT&T8@l@)_CVQq5b7ed%lKzZpdYsL|^W-GK0y}PCzNy5j+wT7T`%jAn&mO{L3z|>` z?wN-V9OcntHW6jFH>Z_J0npWXtN9BV5b5tV5`I%lR% zXd@r(KIw5QvzXk#S&L6(BGu7;FqsR7JV6`$7h!|0uG6}tRIPtUr!$e|o*8_j9_{)I6z0*ep_r3U7P z22{>bmtv2n3Kv&_NnmO<8$J%UPZ z>kDl;O7&z8a-faE+fyB=vJU2;+Sp{kZ(f^E4zg%`jwZ=sPH9Ze8%Gm{tFkKTMQqAP zP@w$AdxQ!+o+uP`S*GY{rz>Zk{K}+sUP|q)+W%2uf*#!QV3z*j{@irzhn~L*uS2eJ zp2c{kFl|*eGl%@3;-JNNNd)s#yD?O(KAF?8*0k~dw#=F$1GiJ=%t}OiouGNNe)cPs z>(|GkZ57yzQq&F#F>gHRUwgE@_OLd?I0#wM+^d?{;Py%>5+FWy9WyTNwXv zHsY&@IbEYqKRK?kbv{-ZF6PPFFeP}3k-w@_1O30je+Mlj<0U~QER2FF`yVjQ9)@vD zUVr)o>((^Os^djyF!DGC&DQ2Kapbubm1VGd!%^CggH#w}R!gqdBzD)b2iFkA zCoZNbq!Sh;AL~Ul=d8%2yUng=GX191C}MHfaE-4x-Q4>vy8rzUk`CHC+$NQJ(zAJgSE*TT3!e+0Z*_eQrHNR7RCsZia-H3- zbEL^@Xnlmob5rLi)Om>N9fweFu|>OHcIT#JK!;vY%)hlmJXcFod&5;_7Ws}nEe-!M zR-T@`{oK+iRrAcbi-#R;tJK{iO=;1p^KlqK*DW;$XKY?u?xEkuEM*Bn?+V&dtQec) zn4cd1T~p2Yf^I9xnj3#M-YPrboWIx}7`=?^TwObS3v*SoEptVKjihDxmZvcIs%BDn z{Nu$z7I%}FGA-Aq+8BQ}gTpl&t6MFap$F`YC-<&eguE?QN!}4D{P1;j)JdsT3p1ag z(d;;%`_@&hP*Wr>+H+Q#D@IAer()MzbejxX-B^Jf4=X1tm|qI&ZYM7t`rP2))C!N~ zI;Sd6;UG^43<}NX2#9`*(q z`8o(qFM=d{3PK2~l*nQli-{B1NNp>&9hpc*q{sTA3wuS%3(1vM+sNDW;n|ku)M~G4X9&I*UI&0;=ya3T`r}ETzYl7Cz>A&_Wc86}$RZ zk3oYCYYFU5y`YkX?7;8BF6oNlBMdFk`gB_5=Jq$%h(xy;wbfrID5a$j5nh676J>=o z7>BhLg|>vv@l0vCbiJz^3`)s%^-&t_H*A58e*coIS z{wp0Mt4u;5&k+^9F=6SzMw)2BBdF97fsUu>y%fB~ClTYy{fj{Ao6k8qpA z3wPwlRl`pr1oP9?nx8BC1#jsrS*FWPY}Xy}IX)gwobzjslqu`Qx7NRyrtZVhH(qI(p*U;g%dO)qUTS_|wDeC@=ME;v7`n?I5BbOXoDx}4uzNU+9NhIT;Y z!-*KPlVi$V-huJ-L1EP3zr{%W%P?cuh?-)r?d)#yD);#mEvIQQYNjZn!)oGwO>4qB zCimj@`gfURjQGp-471OOVL+G2W9OWyvnQUD)LhI!`E*& z6@SWW+$}1YRg~)7K9mgK+J6^N)Zt3OMwh(D&L)_{|uTPj_UAAzQ; zV{+>}KJs(Cp9RKRHc4;(TY_<{)BPNLd!UU(l{+|~uxK8rU;la{WSvvYU70z(>HW&S z!Q9gFlg0e}dZqT6PyppdTls%eH}x`&F^>UKMW8Uz-?;eY|w~R|^;1FSRw08+`fp?dIpZ@?+z-0%VX$Gor6-ZB?~u?y|rj3@V_uTmu3duz?if`LWFk z?qq8a#3_CT9^Ut=Dr(?4I+C#Uj={Qv)PgEd^0_F$6woM5fRw;#tIfd@BX2K&i-SWC zYSccCu5sLp7r(>kn_4|-&>@GF97u3)nz&*DE9ZTEeeFba2On2^oW^R0hSx7ZnLNw0 z)_2tHik*V`5SuE=4+BS5=$g zBZjN^c6_&(@R2^~a3^5&CkeEEM1&SA;;vnlibCdD|IPj3s-NG#dEa@N_ zg{OUeeITl&{YVR24J>}V%a_H0^QbEq^W-kjsm(CjFc7{YAV2}I8dN~QH$o(sz>^%p zWL7|9AK^=al_8=?*dJahaf=ta~`Q4b;11dx2OQ3!?eBQZiB2Vo(? z5P|yy>z?Apnq#m1e&fwgUHdj3)H~P>5U;H31?XCe%cv zj?D$yL9ghCZ+LjFmcQx8{dXId78rB5KyUpu<%gbeUr93oO&mfBge`*}$wjd;#p27s zLv6^o88(-HoS&Z`_BAahCvsIfxeI=FfKVV#(IW^{GBc&bi<_`gzz6`jD-55#MBI-I z_t!@82ng)IEj`KYe*r8|gl1D)SJwsPKoGpvPimWgL_c_N?W*t&F__3J5Z+Fn9ByyD zDeNDCj|lB_N_H;q0_7eDW-c?!COx>gxYNL7^a8pga1~~@S)^xZV49Aq0p`ZtRMmo3 z@CYoFP4%gxGtKxa=$xkC<5Is8$W@`K0cr&b7*MLIif;s{4Se@;Rw@ySAuyFF%Rc8h z{>wEG{X9PQs*Vt0K7yJSmf$~*;Zk2~`r#q)y1ao83fz3c@8-SL&BhWCy?|{GtW-p< zi+Yvuq~`=w8<#*#_9{#&lD zy+JXf`*>-*S`^6_S8ic}xdLfi0`>{|$SIybP2p zdRp2V^J9c|l#;9iJ_>4i$;`ef2&S<+8CHbT86h5) z8d8Dc8uf@lJ6mG}#9c_>0s^EES+do|_cCJUbZ4M0!a~UeQeOU^E-^*qvH}D~6be!K zq7;&N9z5tuANCzG({l8S1gk(IBwQM7@>|e7>at%LrZ6iC)(~Ss2ulb{=IqE4SmU4y zfKLi=U&87Z=Dv9aA^(GS85tQ7!@YxK=d%Owr0+lk7CD%}hCo!xDRt+0IB2pGfog;h zm=#kc<>Y)mn57_l1(^*YLw@gBG^R7;rl9&L4-9War12lqpH_3qJQItNlamBgl6m(; zAjE)h5FuQXk}{?OApsFR&GlMkbeU0hU#OA1D*R*Mq&4*zUd3Sq)!@>`VTdgCYZ3xr z*(^p0Z8hETQ&rw{JOx@Y#CqMc_%Rw=5YfK_mhX2EM<82<`VMR*JVL?<9V}H<)meOQ zg37g9TqY0I%A671#CP)yuBBY~`3+>yy1xNB2D{mqfSn*pev;kYT|~|fItdU9`T%lh ziHHIcpw{0_SOtJX(=_J?xH~SDJ%T8?Jx=f`&|zH>QzcO8h!>us7fYPt^X>R61%${S-%0FWFvbl<)3Q5+(eePD1pMV+bw28k+S!!@z!8tltLT5S=1u=n?T4Xg|e3{s$`OeP?44?}{kO}$jT4tX-FfHBUMaxGOL7e0R`W!NU?`PQ>1JUpCFfYUM|%3=_c0ipfyS4{FMOYXQ*qIIav#0`2J|Xj3Vo&WWeR7@QFp3g@__XK)XJ0QBJuEWMW4x|>AM=XB}Se+pt z2MPz7q{IVHjm!u@I-x*!ENj~W=?S6=L-bi7#!)@-0Ddqim%aeKHy9}H!EiQKYX76J z4gTaMT4#84GZ0oj5+@z$f|TJgtezHV?$UE|?jo{5AdxCAf_M{A3=8O5 zA*9n~y8hqKOI)N1ge%+ug68Nh<4A=w7edY4Y#^^QDdd-qJ5>N??b&w1x#8K#AyBuS zmi~28BP>>gV@xUH_RNN7=?k7REAkUcaJUV@RTp{Y|2Zz03pSnnCFEsz*F*Myf6f9v zH-0Ti?Y|#gdM`HN^pTnLe}9GPfa?Ft$GeUNvDXm!&~}IDRn#{S@PCncQCPLFQC8fZ zz_b`+pEVcX|F!@B@%ENcRjzCJ@1&%Z4kZLZx(q-5!BTMFpfw>6(N{ zmoz3N-AIXqARW?h?su=X_cddjIq}kd%0BJc%J9IuC)>$LRfETR(Z58o#IMHy*uh8tO@QUny<5_!(Tld5J?YzeH}>8DOergPNWy`^@-CCI255RY3FF|MQUokK&fwpX`_0XrM^-`9uR#IEpvUtLAVyw^ns;oFrtJnuL8@`^vtc^yaYwwmQU7EurN`%CkE}n@H)^#j zL{_XM*rmy3w`vJ1cYJKaPtCSgy6shqjtsq)YX_(lvj2|@CWWlmTj<}V_j~;R%k!i7 zKi|;*+vEQK<+r;y5nVdz3QVUR7#cc|B$bx?FZksuI11Sj1wDM%_m0NF=7oIRH1+fr zww&GR0Mqe`Lp6RHe3e`7y7l46wWiEa!nJ>iqr*JyMX|%UI4xlM9kIl=dX@DTWK3X5Gkt78%v+JJs`m~(P+?N~w zdAbt(@1IG#{HCxKO=59or>Kwt^ZCm9+Ykkl=Cn}SR%T*(A~>gx`h*giEFgf{^|TH%BpPEml6-P<X;Z2TPschiP0?W1;rme-0!ev+_~Ie1~}1Y=+(kzz57dUgDfLj@SJ6 z3o>&Gtd?nTZsVc=7jZ_`8na8QO#$(^r1z={_!hvNe*slu-a(gk=x|UE$r2F?9yQ{V z)7Y9;MGmw2?;u5mY#&e7=?d7LH=M&IIN^reEo<4Hw~_&sVG`wSFinCF-$&4RyVlub zus$lkW@b=(f0;8D)bHHEPrrzj0*6qQ{lu7{BA;KA_l1?pA1j;9Igpn%Ke~ov8ItOz z^q(JfmZjlGsoBdkr@klRz~Dh#B8ZO&;qjo-!J`O41j-*gDX5em_esa-pHp}PV*5 zvBNmGmLOzc1|M)Rn5F+?SA&2LenvMjdq2)2CvYSy?!+Z<`S_LEB$9D+HTU((;x z!%BLG_Z1%>A9G?8v=ly%Cjp;E%;k6F@YXk{<&mrPdo!U3=>~C8g3EO9rx))MPviCk z>={({Dmg^7bl4OReQx9nBXrBA5=>aPpbUXR!AE@8BAy12cxNYlc8v&gkHA!S30$%e z9q-tf+^cHimqDD2HI87qln2Iye;2bHMTOAbs|zxDxl*!0P5>=}3gJK? zXMiXt08BJ4d51le2$bdX!e6o0@Q?(s5klGw*Db!h%Q>(Hi&d^*5UEh1nCNQK<)sA$ z$)G}k^8R5_{_Y*xp1^ZDfDonftn^;5`kD@0G|rwVractnNgmf8J~Q(W@i8HeIWXI- zmEWuq@ukMDl;+=JwY2$tk;4+O45eU- z&V8lf1xmWAiI91C6%n?rX_Uem8G#`o7ixDD_d5=x+&WT|-0YUX`H$4onyWJ-bT7mI z3xx89c*Og)tlh{J`acEx=tb0hX}GCAa1YHuFzvLr93igr12^pz22wX#K3%cpBw?#) zA$0+Yy*PLa9`d_T2tpu|IXSo}Cnu*8tA5TJ(Pa(9EwsK5+I96HTRFJ^a_0dBFcK48 zg15YB=z|z=qA+gAy)C8-H1A}OKsBQE`}Z%9k}Z@m68v~RelaNqCqL2;@GS_3DovRE z#!Gl|uw@?tgTX#2Y9B{orFYfxV*ZNunSQ`fq&8x9HN2b%i98M0CqJxeT2iQU-P0LR0* z`K}bcwLf{h#;lfP0~rK_gkToKiL@RE(<1>20bo6ax6RBMuuJG-etGOU+^+cORdPtr z{AmW)U;5_|$ikihDl9Z&nlf{2w_)FDVy|~r*7?T@QGORfA2Dz4n%;ecs(;i?B`1112u6^iq4Xp+y+ZiQ0`lhm{U41rjL7!Sinv z+c8OmT8Y~ag}-_M?%$D2^C!gWieUPK9H;cb=QB+@1ISSbiy9I!g!`~5y)*zNIUbGr zl?Y27Mghcb4>>HjGXF6u&T{&U6<4qaV|1DFMDoX=8C|-#bfJVm`q0lSa3!Z%DdY#< zGC%byTW39Y;k$QE;`ttccX+RB!#LaLJR*(t_uMKL>gptY=+;ARr--2{ntbj?nn|nQ z7#aXcO>0)Mf!RRfnvJ#ftmQSk2MA;e5Q2R_m46>9#P)p>WoO4*TwDZyRp8f$8(;HJ z%Mj2O;{OJM*xcItBdiuR7K)#UFJ{7hDhw2Mh-U{@p>OM@*)7N^7{ODDVhzUdu7YK6 z)(H2MkjPbKLrrVo z&ERlr4R5L;U^UkOh+$9%sli?5WBClar!!~TaT*d68Ni+2zWeqJnRiM{)i#bK#~XZ-;MGBl!t^!d)vL&)&f`nTqw`+rR?Rp)0~09A5VvF*zl#6`Vty#DCo1ud zlV*jAC+c5=_<(>U$n#rsE9Hap`UW6*oI4t{5fFuwI_x8bP*Qi>*kZi4N%u9`w zzRD{wvE=6zwTYgJR6wU0@Kl$sm)+xUZEbA^N3nP8^@T(1(ChEIqN9u91J6-jh9+Tx z)jw9=Wp?~HiA@np3%M*x(tcy&uI1N$`pg0Q>W+n5@>=yh~R-yI6*@9Sfdrl+B4?WL2oZnSks8RsD+V`>I6E+sQ_7=*|pPEy5!LyBUf zIywNwIM|fWJHuwX4<1Tzb!%cUfdI3z9jhQd++F)mr=~-&?t8&LSks-Hd5tzWczMy2 z^b{1VH`KuOg}`5dLg7U5V)8{qEV8qP4V}-u*Dbh76gn>=D5y@i3jyOt`0~vKXs(2@T2Sbd3l;Qi^o_mR-#ctUlx-SCZDIqC^_S_NMnWj{+#=Ld==Ul zL`05aH)x-E)6iQ|88)7uP$x)J%8K$K?No)weT)9wfwvD28ca}gt2f?rpCcyz2xJZB z+8xcG8cl=}Mch03+1mh4CG&&#LY8(cpaSSS9h=`k6~tjxRE?9UE8h~YP5g!xfC^DG zyLReX(FZA6LW(?>zC4KDfx3{c`-iF@D=TiEjPBgx#usDSF5kGd_M=*ZZl~$wpkSEY zXKro|ngg(3%6^&i-LLSY>KV{p{llRgmq`HLzAw<}TGq}3Uc{i2J5jUynuTh5)dSI_ zxsYPa^H*U*+-mo4fr&Ayj$iZRQb%C^hY#nW<5k$9!pbLV`7?i(1vpI1llwlvL+!OGXIHtvVv(vt8q`)3g zrEdGl^0ojXOPd`FRVCxK7jixU#>GgDc(*(=CM7Oge_ueDhD>~@dQ140bQH3yD6Osw2j6)3&*Yemq7($yBr{))2 zPub7`Ilj>dC|4TVv94Ml$sT8}ar2=^PxHBDh(c) zR$|B1^0p~Nh$X)HXQg+=);xJoV_6DQ+bvuSp@sBH)3|O$sJW6)XS{%cEYU}JD9I!O z1%vOzYJ`F)W)iIQMz$dDN~pB+6PIg#@`b~W%-)XWUHI68q_FxA)L7eLIywg-BbAj` zE6VL8T2*hO!oSOSY-Vd5TJtKRC*&5Ew&s?ubOzZmxagcOUmW>pXuSvx4JqqSd;$Vr zH|IJKyk?DUjRbhmrT1s45y~5xk@KE&fBOOeWwf&#m&>zznK@Y6BfQ=9N(Fd%KS2fX z1;kqki-sS&-xB9d$++V^itWRA&qWMA&k$m>vR-)nwGNYpF%boy80PPF#!l@1kfpG6 zl4p1tS;(gY608^C2wB~6mR_mtrKraa4G#W&;7pLQ^_%HyI1=f(a1fj7r8yn#X6dwI9)Mnd#}cc0|}gfXP0mMQZiPd zAvX%6mpPz!oegqy@p1M_T?Ui0&#lz62Tbr%Kr8O$7yDRaW01(ZvR%yJr*`d2hOnGl zyL>x|+=KsNhisYvpZ7@Sxa%$gFagLL1d`15{g2Jf9{>Vx585R(q}vd0z2qim33lQ_ z@5>hzl2}OesSDtKCB3c}Bp_MM&~rpzFQRqDEo^h%jifj~UyI-NM|p{35GGAf1nT@? z;U_|UfFzMwsm_ZUtC9~bNPz!rKtVu3%z42g-C`tZ+clY0jzjWvY z3mHB|G|p5fUVFC|8kEnqwJ*Y73@ZRkl?RPR&&vG0emq4BW%X}>QG~R69SZh8fjNle zI7Xt~5C|b#chjQkMfZGYP;oD4_0rgU+o_gh7k9x|b5Z1i9TYB#8~!HF+yo?=_huW{ zUbo-LGZC91ZV4YxV+pD;o$W{lHakyO4mS^ki38Q;Ux>4N#1E=C5eKfN%*9D}vnuop zp8|nx9e%9jL{|7k9#@ggRCD;ssAy=k!1b87EUdiB#$?ktt{Q4&P#S6+T&f~)b#*OU z>1%XMm0k1j@$sok;Y%p2$P+Orqkdh^*A7)L39LDx{nIh;?o{Q@p?fBUqK>_Hwa{DC zG&HkiGqPKBl$4jq$1s1Ix=Bh84i4ycJ?z7f?+?&mq6k|{ddxmB-W;SW3DmO-pZ(k8 zT};PgKJ}!L6injh5F{j6sLR+0c#c5XfxQ;KWn(0nd9B57HENnL1HZSp6!?Q!~%e(UgBIuXFbndC3V0|DM+uJAUKut}-{I{!KZNf&o351>zq zZnNP#BwB#LUPn$L+S}-;KB%iz_l5%F+v7x{>Y<$96y=6XBz0)pBd6chvuavsqNs>& z&@fw04I}lHM^2vl&7imtE^z&7DcnwA=oJ?4NyUS$Vqs!Bo1#t##{m6u{kj?HeRm(W z0L~woyE<(qW45APPqHqPSs7bm6$_gmCtV&5p%=P#Pez{b&bwgD3G)-$ukLd%Z`w8L zE%9}cMgBadtpl`7PW8c~@@|7d%rew}8UULBAR$pCbAzhQ3e7#5}@uky|m-|4PM*@d+#|kL^9!Dn_E!YbrVJBeI7qx$HFuPrejE z7`i!2Ttu>5h4|~j@jtw~T!su6fF3h^TE(8Or|WHgm7nUI7oNB~w$;x0oZ@SMhDSD{pF%K=o7f>eLpywF79R7u z>A?(zxg0XFO;71owjSpd_ngtOnCqd!co`>N`z?b+4D#(cG{#wc3sB-466XW}SU zX>s?+aET4G6bMTdfo}o31i?vM1#}|>z5R0zvB~5OZPv#j{yDBSLN&8gsA#PX+(;#* zI@dp(j4Xd-N9AR2yOfE@R`GnIUG7jIdQvMbvGyA>W*n87MAzrSfq8@0bJ9MkXI&nW zN@{=uNF{*tNh_Uh(R|(`b_dX%Kv(qFW6QraboBI+hJIc&w5dJg^ImkGQ};G{hI%Zh zsHkRyAJj1bO9F;vp!{K*9PsP+P-&spyu98Il;Ck1HRPf{1%?Qn_?VO4hlMM17weuT zeF&jL&1qS*gHFi3&Bc)-d=L~7OyAE27iw#_j+GKMboL=Rd^zvMK`FZ>252Kxbkkga zii9f(#Q*+-)~-v53J;DSYidT0Gj&hN_%7ZK88hWNFodez+^XIr73uZ|IH8<^`iHaD z7Pri}x^nXr?cz3Drr4{fhUm6*>q28OdpFBfuXR)crF}9=DoNNBeE;x-l&l zp;7|Q4blAoM{NHT##SKJ$ahUy>JESrLgYI@P#0`EazZV26~T%-nShokaQA?fu1zSY zsHDXE;^+O|{L6VGD(SgF7pG3ceQF>UHP7${suFzUL4-AV>0A<*E_cCTU!o+59*>E? zHW749Umh3Do9l$sd+?%1e?f^;yrJ5}+hN9j!b=aB*8A?03<2FF;q#7A3}*vT5rm{5 zk|3|wXUu(=D}H>NCsmi>7-x!qO+B`ZfPJOAh!ee7|DuTP;lM)a!+xC(3~Z~Lopfp8 z2f*6X+`nfX$J3aW9PMYimD6j9gcuN$LYXVq=F;=lMM99#Kot!6cc;JJ z<&-hO>PygxTuP@2*cp<%HAU}v4EP>(pU(}Y1(`0RW#(c|vqXse;CrG7DZHx%vbB#r|7CwKI2T-HFYBvkRV*7|xwX`Uq0<^~J zyWh=^j=G_tkPl(Q8gb$M{spDtAcxf7L?uBss*WOkwE~*@=e{6cht&_i$Uy248yk!8 z&o-3)qAJv~E2Kg(iOQ9`+B{?GUoY{Y3v~;|=Yr|(6&=Kt`2^=X2=MVaTQBKR6$9Ij zOh9u$8c=|MO`F}~ZP@abE0{IgZ;v)EPM9KS#27*qxnPh4-Uw(WYJ!s;dVkh&u18hD zXD0VBSGS}MW)>ra7~L2TbIj9+`#JGl%GXx3N`))!gl?QmgBcGcQ$@Qw;hX&YlO zeeZId5AMLXo~c2%Jx%|jQ78R4U0$J=#skItzNaYnj>#&Edi}ogi4gwsOn^ zC;#sxWKK}0s(HWVqWgSEHcf=_=R7eu;InckDFkdO6p67Xz5Hl5RlC=^uVKp@h(S522AOm+d*^bfOpKm})t|!&=;FawxtY@!=Ef0Qi1@L?q@g8e#q* z*c1?p!0efs&1%?UWNK~|a-z z)MBaRXCG%F#k_Ex+p(C>5Y1O{c85wqU~Pbx-K!_MR+PT`4oXB&AI&Q$h}oKgw^Utu z3;XE{wH7*p{=$XD0h1zZ?@hm3#lxmoD)JUDSUQcsm+SqsB{2v_5(t~}3b*_9C2Y2& z9EPEAAF@SKAixgq89F3(&m3xVPs^uD*Vo?Z_urgSHq6hTg5WQWBSq0)stIGG?X18f z#Z|X-9$QqT-WU#KF+StmJ|EpbUdZEB%pJj+RO%OMuwiWz&Q!YpNK)Hd^%mvZ{OxS6 zWi0{~?}qNejnL)8O#DGg|6lLiXev(z?Fbs&+*~>7tQU?>X)32&@#}ffP(9Mr)bzLN z&uI%Z+njAHxyS$Jnt4da)Mh2MsQx>eIIYmwGTe|f?&JuCjqqT4ZQFC2S-l^Y@9G0L z5#W4^_G8OGs*5x8vee@nVX>M@?riNlaiI5!e;A3U!E6_xMLwgL(QI~I8PjR>bD8x4 zi1DrMw-kZ!ITNR$LQ~?4Xz3dmghCZE9V(|8Wz9+fBR1PFxQ`)B)G{^>2lqTe1-E0+ zGD}jPP)ja8(?E})Ujf@a@8)mnY*oljkf=MZmFQP3;HdZXLtvrsfzy5MREQ)IbX&;r zm(e-W{ZDVw#M0ys@8hZkW%hZ^@IpU>uF@Bq`btkfAUjjLQ-e=2_oh`N;W!*k@du}n z_IE^a9wb4L9K@SAj`m&dl`q7E(1V$g=*9h2`bj#h%Yh75@#?);e0OtmY(MLd`01j3 zU(i>>zJ^gckrpw)Ch>|Gxt1v~Ppp%a6?^UB7a|m94TUf%ZG%QaM=y`9ta7Y-o~uLt5TLYoED*pr_@^qCnMa&)H%&J5(2vyEmT zC@qTtZs{k$c5Xn<0Bw+;pu?1fsaG?}2^A%I@83Tkv<`v_5Kw5L0QnzstX{D(S+8BC zO8$++HF9Q&=alS9NaGygw87_Q1NdobPx|)e`}*V*_+1vY01O9P$PAJ@5dS7IsX3fm zzC&C{dE_!V4lw4=_SMxMQ&U6VO=az-tSgZ&m!c7B3@OT<2ZI`yM(P)6GlAxihIAET zBxq~56JU&tQpOh|{FLDGp>LnvK}S&O`_A@qSYrV?Gj=5~lhb&#ou7qgjxQ5UP>8_} z#&Khh?=K3=*LMd)3lxrXc(hvD+Rvea-|?vd`lOprpq{*7T3p12eJ?g+asENZUtI$O zzC#J@?Z5kGRkWa>gmN0FX?2Zgo^|teDkF&*a9SbNdI&^FfUL@gZpp1hj7c(5Q$IsA zoDejH^xo8q>VpXhaM771B_%ph824wIFV9{Ggp{EmM4lH7-Qbk=ld5JTz*tZt^5TRR z5aDheEOSpbb7if;$C62DY6@7Lg342PYUC-3g%QklOF4gB@zlu5plP|<+~s~kMnV#O zNDiMN@rFBaG?kUcB_v3S3szah)B37ci~Ku~ud0FS_BQR32GoJ_q z0><=h6!IY%yytb%u|dhhIS)#jhm4gK-F&RU1iZM0o!@&f`ei7bAax%6y=oJl!V!R} ztJ?$Wz;=WBcfT;CL+Z2~jT%W9f?H~+!GVERA4!kWwyK_q9;=VRyLrCm@yeb2 zxZno&dW~yu@01m14L7q4Cqe0I7!htP=Zu%}zz8J6FZI?84TY57j%N(blG0lSj%@K_4_|sousOgg0`!?xo&qrg)3%e$gZ~*9%e_R^-R%mjGD>W*}Z7l<(abrL2L5;@fC_S!-=NP zWULah*4E&DzjC6nzL~OjPgxspT}zsT^qf4=)pVK2yYT{vBMlavsl#J^JLuNKhnaW% zBIWZO=I)$tKZAT?+UBJe4Nroo)myS%I^fZzJ(cztt|jfjXyAh^kA zYAJ^ZbdWxmNMQ4ggG;>}) zfNd7NaJ6F>&-R=xwXeY^a(-Lll?V7I;6a!*HF1$hf}ZEse51V1x{&#jetDR#^L1CD zP$M5R*9$r3nl$ZYbngiqpZoVg4b|b+HKuj%-kX`(8SBD}??)c-IoGevD)PvDWeL)a z{vAEwO`vsqoL4PF;WW2U6u427Hoi*q(roI*4I=C>36Xy2InrX8 zFdVs7hV@x=l}P!#9Xy~14Rx4mB_5k0urp}a>)MudjQ$}X%j+7jOjOa)y9;G{w>PE< z@?oVggYnXmatgQ5qx-+4K)dl!PPQLhQe# zoXb2i7mA@t>tt^`i|hDWyKfC7sU-45(Asqb)u-f9s;Cb@T@kkt?8oyr?3qwJyh?;s zsOY?Gk5e#6pj5)6B3MiM8{zbB@BRZA#rRx*C{acq2KRbBD!m6-UKAuUV-K1{O5_({ zGED#|v=tQ<3l>t%4q2*2F=*nmXJgaU3=~wYevZ+Fhmz@9hVJCuzo#|OhucLTW9Wrj zxdorL4$7OxPd6rFe%BS#Y@}1#Cw0zGbKSd?Dayi8>2UJl=sOF#*H^UfDL~rA1q@0b zTL@|`@wL-eEN_hDxLq{9Q|8QAUVgmGs^ngjl z*%VK^kl5{mzDs81hd@JX0|Mm^O#J~c?VA9bq8cT2jWou>4P`||@xq94Iz!h%9c1hwNT0%> z3hMF5-X>{1|2O!W95!4u(V7qX=`ywRJ5*IOoJZjERAHrnX^T%Htu(^APWTY-_yJKD zw9#j#nc8L)d3;RbaylQ>slfz*K#G|j8Zs5N>5BdMLd#yS4BZPkC!win-CSz!pdrl7 z-{bZkNTA5nr+nD0x|KsSXO_ls>B~=vy~^greGoyp?>`mp`50<2Hv4|~PYV9^DeXIJ zVfr-DDZF`5gY#v%7d0&)E#TOkaG-9Ih2Zk*FahtRN*f=_b`pM7nfWgEHP6; z@kFE398~cy*@=UVsxU+Wv*L(cz}$BOyt;NX8~w4dOxo`(Fqaah^5nvOw;<4LuGFWv zC+~LU@N8c`*VcLF9yl%FO3~jCZEKl)xR+ zR@l0wNUs6Zf22(eLm&Ya4K9q_nOCU~+_SaL&&ze;Z6_@Zi_g)K^;w;8X#IqR|unWM+wqS;; z^LkMQflJ8)Q&ZD|%q58IjIADQi$b{$j8So?X)sI$1|waC>1Ezv9(xJ{SoB@)EWOWj zOviJ{OE+B{E$4#m1zcUoxcs87#!&S)Ht;d z1`QBybSfL;v;{y62|k9lpf8XM=tQ*9JEAEq9Ap)5LAVxr=uIi_2*ayTT~&ShFp7}? zv^St+yT4cU99jS%)W5{f|GqPsu0i)ex{6Nzl_588r}=Ll7bRpSK`xfdr!!sd+3YE# z$+ix$P))r*0Q38Vp!g$eYMO3+_v)J2-Y*=rI0b8=3XL)-3Q%D|+6S<0rCYb~U_Wr} zAJub*g@!&;&yD$yO2&ov=3=RpcG^J>oM)1*Ys6rE6MNbA2=o3GNL5DHR-kEb4?-mq z7aa+bKM6>D7S06y#jdPqiX1mPK;i;^8axk=0Zvi3P6h;(pKDocqKNP1E zqMrL141WI5^PYLZXzwWLA9ao!X)%A#*nM+wRYM#E$A|#+%6Xb+)SUs+q0r!Nhh~iQ z_Qi|hPT8YzY6tZOzw}V~eZxb(PA^Y)OIKH6oLOX$NsfsJMBlbKr%7&}F$E?0YmppAhymtPB`CiB1(x z$OOj>B((tY#e=FPjNv6iJg}_`2pyOy%teI!&xa?!N<4S0AzP>+C+|kk%)n$vW_v(3 zs6O)mCK2s{Z0-rnBshY>QUF zr6|M@3MB{r^v=iSsu>r+m@4<|%uiT9@ao*Szc&!4;B7+(U=RLAY+;rvdP@}h$QKPcADob(qE*MNk$#9>NWe5ph4BJ?-LmK%Ouxc2B( z46EKRgar;73P*5FBK|!m4@amVu))}E6By_Zj}aISlGhkS0gd7iIvz z^H*#mG#N*#?2^303X#`kyK~h$?8Vbkwa`K}6PRd%sDx+N0EW*O`V|Tb9b|(s9_P!; z%9xZ0$rwfN=#0lfi5e^{vM@>pnA)?m$$8JLY;B*b=iYUB0TLq^D4_@m>cf>K=nOrD zp%IVpQ~|^c6C?g?GW>4l)ALaxAti+X`4!N;zZRijrb_JL9W9u4wShRT!*owz>K~#$ zCI;Al= z)(d%D)SEZ2U<_NzZVi~=^kT>#bVn|6JW0M_3P9yA?)SX zhfiLGBz8W|ontL8FNfHMqiV31i1-VUi*YHi;t0 zAGM87pdrZSeph#reS}6Pw8F@$W*C1I34_YP^H|kg|Bo9@&N;6zu8JXSdv{Q;`Dou? zol8;ml&wNitJe3}6JnN2@VLW0ahqY79awGzcF%Q!Rvo@ONv_L?Jqf&;$}qZn()Z8~ zZo0jN`d_D@_*xVBxX%quLw=u=9X-?eJEo)8OuwHu-L>cOJfKgX2*ya{-OlQ5^@D&d zXw>!_3|kC?BL&{?L%4mAGg}YAwC2<>nEVX}bkn}<+wdw~C>sA=d(v}D1vsGuPnUS6 zm+z;SQSB{Xza2R=j29M$+1`$j@&6?6w=h&tQOA?<-}NO@F=go^1?|Y--u$}(mu~q7 zkp|dLWV>ic6W>Y1cUdEYIUnm?lFf4ohu0U3u@hm9^#9z-?*ZG%v#%Msi2IhTZ$B?G zApG(LrOOA=1YU1%^m(5HtJ}?uC!V=<*|L(h|NAo)$&&>3S$|+vo(Bqhc*S^P3CbF8cG|s{%Yx2hk^rlu`fP=nk63f?=6y5;_OSW4YW3 z%^d6%_ay^U3kgl1vn3*VCwKm9eGMGS9K;O@!kB1fQSSXU;E@LzRo}HtNjFq+BQI7B zjr-{{HZEC$@#Pf$-xJc3LDe)33mk(r93_67z+e7LS(t5Yod0=b#{xgU47hOJzlDWx z=sk{L-JOsZ7sXgb=8Es*-AN|8lX`aCBlq$hNydz0oQ}HY46Ljffu=L=`8tN*u30p4 zgBP&BtrU%89FM90_d3%#*72U=;$a^jyuFSUS1GPVADkqZ_(!n^5VGLAt>Vke`$JK# zJDrnZ|FT>9;pOQWcmEY0Y1)=M~f?_*CQA_z}*gih!BleB4ZFZrPAXjye-EpWSzP)9Bt zSG=$GI0&Yb<2$k7F`)h1KQ~AE;g;%&Gb#OVxeC)Ksf~d_x%u?ir2hn_5+yDt2;lu) z!IQrgkmL}55TRdq(pGSTr;VUd1*PtQTj6;-a%?F;iqv1w%>T$7b5|Pm+=Mmk6U$~r z3@d@cR>QxC-d68oww*T3`esM8iqQwnrR&y}XuOo7Mt$pczkPF%QAjNGWklVU-7IK6 zEh5DDo~bp&w`IV4PJZUwd)yE|!m7!0{wUa=9gV2kaJ}VP*2J}cKa2XGHhwiruAzE+ zo9oulHX}{zf!jtpv?b=Gjwd&J%5!PtR``8X;>5NkBDaW4m&mqjiO=ur_q$s(68big zs~po3EoFET{cjoQw>SDUr_1$GWegj#hkY<9QxLbapvHb716Yt60Sl^Wg4l4Qj)t~! z5QhOTeGq4dLsmAs<8!by78mF9JVz4kt_9ZOLDXYPv;g*9Qz2i$=dxMz*8B1O@6D<& zo2+&XV(MMThYY<`^Wi_Sb+Y9i7jrg-^w;G2q_PCa_T0X3O(8L>LY02HUjzI5_ta@o za#a>7MuMlYP<_n0B7B&}ua4%@giG*1i?#*sy2Wz;c^r4-XnNWlutRu7%?ols-k9^ zW2~=}WXNhdoV4_GbKi7Do6E_g12r~h3!V2j8E$@!wv&@{!|7A)-%$C;E>?1a;vc0O zJcd(aTIYA|-y@4KC921Oze&2Gsv7LJ-O3%Rgg1~z=-Y_%>h0Mt6SxYm_qOU}*mM5M zSX};nLz&^|k;9}d9%A6OZ*BYj5xXU%cn5R#Vf4fGj;$s!>}dU?>+l1-#s8=lFSHme zY|e=Yzie)m&3=@PLfv^x4Zl$nF0*#(?%(362t8_(xYO9g16W7RIP%#!o~XSIWvhZg zQAOf>qH{#+K9k-!mt+SlO`AWyAZsla)=qtKi9pm7q7- z=TXtGzPH65)RL()^7|E6rA1Rl{ak-bGW^l%+1z#kM(=^`!N`B&hTk_!p2ZsbG2d%s z8mZNxN>AZoYnNZf(8Okvp9!f(wa5@`>Y;LqWD`{V+ix|0ObDP1#p)zCk4HQnXGB&u zy=~XXYss?JNEvc<#@DZ&6WJP#(ea<%0Jr!jGh7L{I=O~-SA$0wC71s&v!9VHyTiXYV;${8i58CXP9;d_o87Ho;?+<>_W0r8; z09Q`(SxCW+NtE=d;nI!TN5K`o$Dhd$Z#Yc)lk{yqll_Qh6(dvm!1!U>YI;PXSs%~v zs3`XDo`vj*q<@hsCUXqkz{52opyp;PUGTI+52v%2AmQ6fADdrl+^jeam(Yz~nd8~&^ zc)SAIz*Eq@=NE1`ZX5^vvAe@+ado6`zH@#Ff32909ay{(oFClU-R|z8u2Ix9fLWp_ zt$K9-%F`v&!Q)hnHIJg3XB9;@SlxpY8CbbhJfwSLxB|*8IOJ+=-wx!ud_H3p$C*@U z6_nehu)<>{e7x?5Q*~x~T2qg;zD zSb(s6V|ROrN@Q90Lgk1Y=g*crB)DQj*Hf5Oer2T>Z*RCMJLk}$5l7U1IXN)a_{JsK zl?&6q8BBZ3nl*+|2b!!O5-O^EmUWuvrf}!H0!UK{*j`k7K0zUiivZ4z5`X@6F{vqs z-lV60440pD&!#>JVdV|8wb)IWd@}X`b)M0~PGH#Fc=-LXKh0Mi&lltisyMU6oEG9?cvmYNfuiCj;U*(9EWp&J~${w;xYqOPycbh@}r#AnOquqQZipc^e zeJhApQ3p=5bfYJGB?Ec`_Jm3iXTH70kv`J2ewRymEB@zaj!V|n?t*gY1)2#@A;%fg zMZbrHwMLws8v2domhbUj|HM%HPSoTG$Le;;1NIOX=azxUL>c?vA2TCGz6CBtLvVh+ zgtwxLEsEX^Q)A&Hf2a>99c+xbV@hI5?#fuWKHZZr@sGhoiay}UNr)c2* z8d6y_5X-wweC|?;)j9rv=3SZvTC~Zht#E1J z+pYpE+;m#_+kdS@Ib@YqQGQWMAGFE1v3S*{h5ynWF&AC-Wfv*NFcAb^gBId5< zJ^W6BBh-M{U0pPknazs;^P8I2KetoN1H5+@|v&11s zf--8sqi-Ny_95fm>k%(h>Yv9o`p+#UkGd++Wz*CRhF`Di+T&3UY$EwX{$6=(TKLgX zVn*WQ`(4-Wuv}w?&_Ra2pt@_W!^V<0zkn%$Nxd7bte}L?c8x7EHEz|-&nru;_`J#Y zBis%p!O!&9n`ECDmo}9T{Qc6R`YA^K@P+=#`{{|N>=g71{C8ybP~5yr<53todH+=& z**?F32@Tc$TORi#Ng;Zv2weSK_so*X1XE}ny88KteaP7We+zg@DvYr&_J7Tr-Cw;H zI~d24(^2;55=Vwz&YaWBf3A$|&u+2u(mU;!Dy~%=jH3jj+-gFKAK3}+`I$CUXqfwX zJ#$kYt8}7QUr7E|6j!(Yx3yX_?Mm2d{H`=YSCtKq0jYz+zk>5P6uSh+P)5D#p zQ{9TkJn$Sf57!#(!lg|-idPCUE5iNUheWRUw3$& z=FIu~`=j|s4^OaLQ8Y2nv)^34dD^k1ZWV899B8X5`q)Rjr|8xz4Y)*UXko zTWajt@z|rHqA&TS!JmLN0B3TU@2ThI#zgK@9+91Df(ps#30~r2^&iYudyYJq#8kn; zX>G%^N4rgZCil)m;qUgM{Rg?kI+xLFx0Az|c!&qP@P8;*c{f#<2XP(Cu(orJB6J{2 z0;4l7A0v)^zX&dWvP%9|BKa~{P93+njNjry^uuUV(YH9Lt(MM~Xo0R{b_=dB~YO*h9n~p_VksZSCj*O0EQ`YKOYL65ZQ*)Iex0}rM6DCO#6+5?2 zzQBI^)BCc*W!9~+JH>|mCYh2{VJ_hp&wWoOey>jun}By?;&S1L@I!nk3}D6mE`Io{ zpU>0uAx1G2M_JBuopyTnt(tS(0r6FheAyoK-{i?>PO*3>WBmgv=;a+Jv&&gRG=jPo-&>o-+!?QOVJ&(iWL? zwCI4gR*j^Hns!>8jyG=Vb47t7LZVDybkm~pIJR#a^Rhd*m{YflW3 z_e(zWhHgo{pE;Q1%9!7FPEvLgp=};EQSIEvRYtLO7OR?`d#8rwKx~oYgK?aJj@THXLF~VzR^j zmK=5|$qBjG`P8njc_Ui);>+*QIjD*XeS}-3&2ovY_-G~Aq?akaVBJ-^_yngJV=af4 z4~faEh}B2JG;hC!-787oxeNGi9r10z-f=xp^VF@4dAeZLwsRNm^VQkc3Ya_5{PDvp zF>I1ZC`uCH1jrjC)=_mUyY2W)03_>sS`ET-`CPf-Ha=!>q&M(J%2Q8 zLU`ufrp6@9h0NOzxrLGG+hFuRst&k*A3_c^sATMdQq z;mChEXW(&7)S^|b&bHqjPPq$7*CVAxCo;qhgX0xQ3_OeGncNTCR$2vHmEskbY9j}v zh%e+{D2dgl`RV{WdKMGiI#_u}`uE}+ddK!>mG>|ufd)dcnRWyhqT~BCw&5tlJ(4T-&C#&RgvxisgMFg!R8*lh5hV`lwnZ1Lb7Y2+DEf*oAWN4Mn%A_8eFxuBRRryLX! z3rdbX9xmK~Yi}j5J>aQib=Bd;=wUrweeXD=7Gzg_u}T|#^a49DbH&kmsWyM}_comO z;)yC-ePel}YIQ88rYvVJw z4cyre4bbT)XV7@`wH|a;r8an+cRX>Q z{<0w3&FF7@1GnXd$|vCs>Hn*(w}6T=>e_~9=n@bSkp=+?K^mk52?wR5yOa>=?vWCa zbm)!&X_W2(R1~BJkS>)5=^WxaJ>z;c~?|sg`_H`{41we*QRc!>6N1zG`qnd+VF95~Dpg z3OO-JyvU_TQqz)0I*yzJiOM6)S7fW6?^n7;2T#mtNbwk{72eDQ$OW9ZKp1~Sk>YKI zwEmKQ7vRsX_tz*YbL4?R(@PHJb{Q&As>^{X^H_2|*mk=yRTgs)SD+Ye;qpl&QzC&- zmfZaqR0kL^UFXwI?k4IrHK@1!pVQ^OcBnn)6qvzb~Oo%<7sf`DyYrx6`g@E8N zL2l>+S9mUCwM`$@sNsgig*(UXve~ziFSCB}=;CanEdjHP-bk_9uolk~s6F20w*-{? zAhcnQhZucZSTco0rUSS7r&!>TYHFojN|z4Ss|z3EvIikoEJZGa@f)^6VWzfT-(MrF z>Wn{b{NR^cTCGxxyooHYZa&mgv2+l@(b7V_tnyTU=(k7Da;#;~E;A(3!PO>am`dZ` zRU2*nxi*Uh+g}QH!Dyhh4v12rlm*-Pua|{dF)pihvEB3sMluoJ%zuj+E?Gs7>FuHC5U(FoaH+`os6VMTGY`(yH&g4nEf3mI z7{G+tcli>@ucklP0-Zww0WsM$@4P<{;1)s&bOstm@jIj`pK zMWGQ0&c(+V*qk5l&TbECeGL5#GoWfGw~)VtN@xhl&w(?ILyMfy4o|~W_v7@K63!Cn z`sKT3F9$yIuxW$QMhP~quj^UwQ=~q4M#nDWUUXo%U<_tnbo7S7rDGqB#fBb;s;s z-+}T5au%gxk;}{ds8~jH;VJAj0)6`|UT;|~VW8U?M{XX^v4xo{_rm7d)3s(3vQ@

tGoC z_JY|cG%jIb1^Un52M@Hv4k}wrNYMidc5IaH92QI@?=EOR@Wek_kC0f1^H`WkE~>rt z0%9$fcp1k;YI4p`nYfS>(11N?cug}j!PQS}E1+7Z^PeP4$QFAu3#A8T1O?%NiHcC0 z+0^|V#w~RO;O`KTCw8GJBEWUoZVSHl5LWEIe#MeYikII5`7MWE*_)t@)@Qm2!zT9WVCbeP-5g`^JJqI8jxQZ0X;b94aks7$xY7pwdMTQ737WjAC>a;yY@ zE$7Y(6h#ZAZlyr{#X0CiujCEl{FcK#8^DKo<7gEiYw2EraxjvC{BR&dZGE^t#u8@n zv)qtY)PXuNF|pdZhx|#V#B~s)Jp2g)-&Km37!vI284JZNtb})VZa_C7JF@kT_LQNS z0jdCWFpw=niqZl(SDJ=~YZ$WO538>lpx3TF?LuUQ)(Ssst+40d^lJl=g`8>l{&eAB zy`R0m2cOG{r^O6i?#dzK<)zQ7gFpbT0ZCsJ5Fe1p57>*t0pto7A|xaPq_3AMo{{32 zsbEcNy)_DgvhgDt8`Dn98!^SnwI=(qN(M+8pz-I1e{u>&uMyyav@?)m!;cZG(l#c= zBY<7i6fAEyDjL-U_0!p>X&$u!X2p2fjwEwPY8p5vHFhgSU ziDXr#uA5XF6`i2nHN#Ldxk+C@Lll5_6A4g;b1H;VSW-X{W-+#uyPQ0S+_g(RHbM^z zhUE)}PwEpdzS5(LgZTr$S3cFa>iA9G^QHv70FLesIONCskZW1%Z`0F%5uQJFXqM|R zr7G5mKT2ElnU@qW1DsWVzwYGVzm9!ZrdmQ9c%M=Po5mAaG8)Ep$agSTljN9lR+A-# z^zDQ^)|qsCdUdt-^2)7C#DRV2P&;=47uY*=Zt+ehs zi^Bmz_h%-0ddvT5O>DgB6`;~g>b7Nt1xE8~t?LFWe;I9bMGNJDU_g$iPWv)Jdm^0^*FO18{B?7CnJ-K7lX=QcL*Lyon{q4xmy6GDJt$2<-Qa z+L#(Iyh`HM&JN{`(tC<~c?Y_`HK^nd7!d;FY-;Omxz%1bA^4Jzz{9?$U_D>?@$_q5 zFs?$JQgFwYpq+rfCLYI(8X0}-zSn6Wz&v0H#+|dwSax`<4%$GB05CHK?`Ck}7Z#nx zQ!XT`g*+<`c{LsKvNGXk_G~+&K`oI%wLDc}OiZGD+i&uPLHKC)C*UC%#^Z#HIVok; zk*n3;>wLSR@AJDioq}=bvtqdYqKf=EV=#%f6y#|!6{vg0_6;hkKOJbacDZo_c^D<7 zLbcPZB%pO&9m4Xt4tWi!+5@x{*x_<;aPjjW*(P6VYiiMf-T3zYTRCe?2>Qx1_-(bm zIlk;E-pP(4zz-~h-wK%zCX8h!%=TA@Sqq32w!BFQ>GMZl z)!Byp&Jhi~E520a;Ly8m^O}0cs?Y;W@VzSlM^sc-k9GV5+UF}+Y<55*p8v)H4qRW0 zF7Q6q)er*Ab$~Sx2M5OmlN^(C2-wemdXD02fJEO?dwRx4ZPndE(NkFyi**^SeZ1xP7>h(IbS>^_p3`dvGDz$* z4n=1SW+^|3tAw8Qi)>k(Y-8Yfn?fzxJp_CNam?pKn6FGHTiFItbz2&X9*~aCn^R{KvI?WoXo~ z7wjR)iRwRiNr7@q7vR+S7;x%_CDj8-srz5B%OW=X`MN$-8K$V90469dAQKeJ5DBqA zuvy2xYP1h=pdf;m>pSwrUw3RXy7gz)25TmK}-`Znx6?7s&V zz0YjpN1DvxU2(`OLvT0^t+Rz!c&ly9(D#F2QU?0tYG@$BaQ^p=k}LpbdES?72?_!U z0d!STBHO@~zJ?8X+ev-kx|yJTwQxgA@+A#8-AJVD@5BA{DTG2cK7F~Y437DWOF)q< zd$l5mb|y*ynmV6BLC)nqlx*M2T~I6`mW?&eD-EC!kT9JxH^&*xK5#a>2pRm<0bp2P z0VXNXQxc9U`_CYLv+RHM%To))kQ2}-c?;mqd?mA(5?OOzQAb(Xr_b3h$Xk3STDuw$ zi;sLecrslGRVx?352?J7t~^ip2o@YH7=Q*$#~xxPQRvcAo{81B>>vop2kSouU@wrF zRT;!-cc+yNHramY2Ounv8LteH-pe0pMZ~)*?;r|_$g7UC(#P?B@K$Mnw6U)*0RjF& zvmT@A1G#Av=3qh#=lC#g%!N5al?sfMlr#af8c12i=0vixLO~8_57B+PZ25&(2<7<^ zxO#}l1UDO7*UBjsktCbrejq?OU#F%H1BuSy)FU5Yw1WmrSBjs4j4pXs!JXv{^g>~y z++E+hkEj5C680-vZ*{!lefp+;C0=Fw)XN)PD@%{9YAa(=4r3PM{PyRgv5Y8)vnQ|2 z0f7Zk3R{5)tXFKjXTDSENnLNj-j#xnsP-8^HnMPVU@>d}36yxHp{9oA-Cpg-&IKiI zZS49mxPLc&2Onq9GGiMcpQUdiQU|BRYfHH5rjgL6;&WX6Qho;?*gw@8**gutAp+a$ z6m+HeePXn3Sz%IoYoo$&B8R*wqeUI8r``xTsFqxNS^~KDh$l7*uSDtW!`jZTauTd$ zt$O2nuc8;nRM!B$%LTB`7hh;d@8SXERwOntBcu2hQENmZ7e2d+nT`&7Q8*P*I&?aK zLL{mHV6!`x)~dpIwTwWThysyFHqjTfw#65cg-$}Gud*l|HrB2 z=lTdmNY|Krj`5?yQDeZJ_fv!*{hbNRD)6k^2|ruhh39fqCurx|KW9D5CT<0G&7omB zD;ciK!KUywzWq3xI)Xuxy73pu<5VUY9%R(pM7F{jTeULrQ~7utpc|w;u15o$y!qv! zja5-4hwQ;->JL(Px28|ot1qBy!4=Tl_oqGcgXN0=LYFf+U6Yz~!})g9 zpYPhA5x0tHqD4Nejp+l@Tx5|yGm$nVRh&W~4H6QeRw0m9cwyG*giFSXjZ33w7tY1( zga4@JvJ+117jKWOGiL0yJl)ZbkR$+U1b~JxQVB>wE0@KJl6HfI0KDWP)Hz-X^{)170e(__y@R$Ept| z(jDbr>?*-60xhpAOW{pqyxW|D{EZHGtFIiO8l}o$wV%3qb2jhgrc>PqW#iw4M>82$oyN@}W z{~Q$R6f8bR-qH5wLBr+DOW*)5)>%?U%YBQmy4^52A=%=i2=KTt+)SLohDNHUOL zY}+zX?0mZu9lEwrh07esURL6NGAlyN(0jV*O+$GhacS=kUs#^!WqaDieDy zeJC3bUM|db3|_T!_5{MBJh*hZbsNIb^sr~&sr_Ed*m>9CLYi@BCER~K`96L(pIF*s zfz`veWoT)uYta1UG=H2Snn6)0`!mH+nt6rvZ7Jd}#i)vJTUFUizI1OjxP4pE?#u@a zqfB2S&PoKS^9DtUxh!? ziG%6FoPh=ysDqjof>b7$Aas z2@BuL2A%c8UzUmvuI8%yT=t%!b5IadP0e1VI754bvaTX`HRTiYAj7%eL47pVD;oBNr6^(U^u4AEjgx4v)>?>fW%0#2} z9WY5~iDT|H!Q}Lvke?9b8Y*)F7s+kLJAV_r^A32F;`G;THrZw01smwSDLO;6%u?Qx zG%Q%pqmJ)97*<)@Qkm`t=xQBHE-aaTOqM`KLK6C?E^5?u;jbLw-}U!#qf)3O_8s?* zfUPNi$nnab@k}`*?J>nQz~*bX#r#mm9Z4fuGI*%xqyAOhieDy0AIitc^wt^-sc0H8 zZdoOA3pM8U8x&_Fo!0Q7czQldoOvItftid_ zEq}bUdb)aQHPfX6%%j|RkXw~r(q5~A*kS#m*mih!yh7Jrjq$#|GXnz zGLgbE0oZvmDBFxO9u}^!MMKA1j#q69nnC5yJBFf112!WYkLwyM=RN zLvpgfy!5LuW4rld{NryZ-;pf{gAg#RD&44$#UX^`xD7H!BU@GLw-vb)$j9i~x33-3 zWO=8R^-YJbeA$1VQ{ysFGzkkIUs8D0Qr5QWDJ_1=07010D#ajOmSj+i7$e@Bu$b8M ziI}NzG3U8=QBlM{1_pislzZdF(R9kyiv;{BXMCqCs-59uxKs|JlbYO+@s&HSwK+ah zz|*;;wTWja+^TP^fduGJu0?za_6t-70kwMbk}+JC0=A)05MumrgBX^JP~ z+NjUb@-Jvyobj9eo^u>H3I7^eH=OK)In(x(e6+vRlnS?&4pw3LDB zZW*-`AwKqLuyF0ei;7`|HNeTcn>H9gAfJ|3+t0^a$b3mEAV=7ENwj(v5F`N9i!)=P z9h*SvED5f2mwf)lnr6iVoz?4<)vnGlYHK| zYLW+8reCG3pOR^7enfIUmP4=r;k+W=k>(BMW(i$m)cAIx>Q9a{kP%WjHK$OQAb_A+ ztDaf+m+5#?%vt1Ohheo@7W($$lZ0Fl(>8fqbYKCd)&e$aClTP>_JRy~Qx~RNCIewI zWO$;{K|V7{IJ3)fnhDnt|5wDAMa=Jn-$pF>AUKTHUE?(|%%PyW_!z+K0rXpgVw zA5ux*sl(ViUrl&o#}ypQja$M`hI}N6Fj}=K>~eQH&!kb+oqR&G@^x^{kt5-PPqesJ zt1Et1)SW9UGxIaZDtLaEhpgytg59!blW$K# zE7Zv0Bs&Q`Wx$Up-S$4@7e@f$h%CF8FS`LNoeOZxdNuUQt(teWa*?l2w~>joz}9{E zx^sbxVMcknGVV9-mbBr!)JuJIwd}cnah1zzXqGuiU(Y2?9=lnKz{J=$>e_ z1>8w>g6e&IV}bW?2pa?j^LUcnk4h1UbhMNI3{ z4}LwRX=%4F?wW2Tcsn)+O}b#-lx;_O7&;xcWsC1_2dqdnzKQm^;S6Lw+E+Hn3P*R| zUYoDcHZtxv;Krv>Sliqz|9E3QpB58@uGWSXhEBS}Y+tVq0+KQKq?@@K@b(AnMw{cIG-3U448rJT zP>`8%;GARLXf2F8Eg}!`K|z6NWCa0;si+}4K>aPRpa2)5$SoRa<&L%DQcb)Y8GMLO z+75DLNKdvb0zbcy&WB~jR@olSCtglW6ar#;`^yMEZ;cl1B=p93)t!v~d3O(PkR6B* zahz$q&Ywd1?{Ub8ZF&x}NyESMu6H7}SwH8Owl2cfmWUTRvhgniTh6zah@VYO{cyYv z17{{AtaxFRK+&aatp6jj^P$DIS#HPtda`O;+v%VpD{3n_PSbADhn+3XS9)(lIo{Zi z>n4oUydkrx=>bIE-(L!p|K{Ik4iz(~rqRevKXGB!ZI74UjD}hJLmZisyV!+VjixR23Nl@)N4G;*<*Z4A@vZ>fP~cP1LS= zmvlUV_m+~9AxGc2mFdqEkJ7DU5F=}k)YO95tCf%*RyZKX0Ys-y=ZORJG%CJHF_6yy zDi;VD`Fzeh`5%K&wmUh|?`FylY(jO+?{#S!5wcysy>qlx)65alhmVJI+9N3$;^MP7 z*k<-XL{13j+e8)&8B76D})U2w{5S{Na<Rur1zMSJd%bIq6d2k z_I3`wND(S{Y6kA;apx0))Qpiswd#r2l8Q;%$6_|5cM#pgjSad%{Aic`b4dY7o=|3% z$d0k9eyV8b{nqLeA2zK?-_bSvym+#LppNonrzzmin^m1V=jrfVHTAr|lBQ0~8|B}( zSF32%uP|w%5*8M2=0yVbnz2~(W)I@5tSkZ}H5>CUrTQoZq{#d4EE)a$bb6foh#Rn) z$$Q{n>Q*38Rr9W^1c_X#tq{s*Y3!R--l!(B)*rI}zRF4#L#$Ve(=|+@@=|I@M)R~u zwL5st)57tI9wT(&GqHt_fgbx9MfCSV2JP)FQv;hqJwAW`rQ^HrNe4;gY|bu(LTF@r zZ^rfIEV_Mn#}EA!6H@L}q)j?D(1mJZ@C+(7EiFXt<>_d6KCB?BYiQ_R^KjVTkO)Eb4ZxyfKsg2QYpw(Tw?f0VsfwR!6?LhKHZw~kLs$L?@ z+_at?iHrNKzV4x^ksl)}z?fb@(^u53WYNFPSRt!<=xyMAT&YW%lf(YtZg~eB^7(P7 z=ZS1q@|fz<*H>P}#Y@3GUu_mLv&~LwEHnuel@g-k6TgFWlj(+)ocZmld-rJ8w^NdI z<5cSNs+=u9$j~D8A4y5t$m>n($7-r(J0JfIw+3m{9k{%@1=^(%+I0$l+?sY;<}YIN z5OhW#WnfVHuslxf0fpk3@v+h6{u6tNcX8SNsKiq5 zeu^4-&kB!dtE_3S{wx&e& zU}cUanp0>rPVq?86He<%GoB{f8OkU))b zYWx`Z_gq|GEuz`X3fG<_GYoVJU2Gx``bU?-jo~gyglESmk+vFy5F}=foJ1W z+Z|MVSe~Aw9ii>OiCjkDn83|>)xxz=XRq=`W!-?Y{F~JL1PAzdW&yij-VTDKg69wv zp!cn{E=NpJ@FG16Cj?sh>I51@^cMxC_^3<0mm<(^!D%mQ47aZ3NplnaZOwsX zP5INL@R@NzgtoAj3el+Ls7X2Er}Be5kz>!gWO`01ryu5kST`|m|HC_SU@#qI^5h0sU+r#j_vb4!{ox00D~x6S5*xneHpp68P&O5|>lQCKqaF1w zorPW8Nrfz$!qt=Xd`2}(`FS9;u#yM&MAuQqF+Y{-6xK#RQI2t%!-+nx25ps)8`v06SFc6$lb>?r~H*Ln#a@tBV~eXo+OmoNt2 zZN%Gw_w=0l6-LOqV)XG>;1H6dpr=MTYW* zvhVy5ejS~8&*CUq6Byp|(O@;OQ&q3yK~ii6LvAN@N-riY0RiHot-xMiTl4DgELD%vyBGBSP{E7M=x_1XD+L&MI$E=w+W?pLyCv77#UhG0POQt!=I zZ{B|xcFB8xSb7s??!P5!@>!`hN?h>G!+^b04Ic7B)Gzvbt0jmRLbv%mXd<-RrWHy^ zvm~XYTmg+ajswKoES5GkU zL1_~Qq8C`9Bq;gfvjQI5yc?0*Wo2}EB200=yTVBg8k`t$;1EdQw)J?W=}1sz!lJ+E zM5Vz;Hs_QZ7M3Sw+nL&Wu>LQ=#TkulcgkWo1En^qGYF(`G2<4M1rCdusKOe(b1M|G zy0M{XYkL=B-9Ug(qYvYKU|w=s2!^s(H}=Dem@XK%Vu@&}Xn^?%v032$Q>3mRWHwPe(V(Sw`P=WUeOJKJExP-pBMW;v`Ilg#7021o6$NE_^npd*@Yopeb zt8<36Ck8*zU|&DhZADofmv42PghNn-%u38rk6vHAiz}6z7(Ds#B@|p5NrQXpELvb| zK%D3re*z?l>6pife4K28k(cru;%OfvJQULu%DN6&TXHVpEdrNAE=kL*|XEO1ZLLm3kr9! zb@{}g$c?R>;ec13$5L;S58%(dHS6{idvyIH)|N>+x$1*zdwFS zj~v=g>_D_e#$5Xt^M-Rs~JTVtRWMpIz z2zpHR665w^uN3SBM@B~U#PdpFrsguH-uGw}H8d#5 z86+Sb^X3PlULEQ!wFO3-m&fMhpqe$9`QQf=gPVhYgRhqC!h-bp)XV5|L4|-?eb|vS z5O4`p_~4DKtjeyEq9kI;Qooa+YS&HrzfY+m#H3wJTx^?DfTw-L%y%$>A?DD#{W1HqsIa;iA(kWEwmv7Mi@KItLj>dDH^R(|vE#7If1^<$rqB z5JseR^{*}^lzYLc`COofu9HVrIK{GtUp0nt1qL4a%;MtW;>gc+Zy%GgZU$$0*+(O6ICr67=L0^OPNH=XaZR@a?FT{$+u2sL+;d$@h+hr>`-q?#L%zFQ`kdPtOXzA${Stvoij64@L4%h>dcm112 zc0CXlYLd<^uY%%Y!UR=3@Vo2704NZ)MMFbFIR*9zyy25#tOmCGVs5s zM+#hT*|bX#lnO*0^Y^LFJ)an4KdM=`l6yZfSQ>rt#7a(>P;pI2 zQc|+EN=ix!^u3^fK>Ts~OkM=?gCYrX02C{P_vEBSjLbF}!X|Gg5-GM^bia|R>rL`pC2tZi*6Ni(T9J3E{8=rx3_uC5N% zzf&z9p{1iU+LK29$(GAfw+8Oc6hkUtL}a5S%de^$+&ScU|2Ry66;St#?lh?a)s#}u zRR3OhyvUn7er-hI3ae{tod*XZAZP&AA_yev5sp&>{o8!Io>sH_;8&W7f?5eHLzK$} z`@WBu+W)bA{2LHH?f6KiW@jr)F#L?*X*F}66L@nSG!R&eCV(=h*CwDC^34$|Is3n+ z4g6)(({On82#^_pC2sVO?NfDi5+yCzrSD>)Ynz1SbkP6as!GHv5n$e9^^w-k&o4Ra z#?(XhxLGlmZeYtPL_I7u5 z)u~gbdX|a<^qK?o>R1SnY)s{lW9IyY_G*;>en8*P&|us=Dfr87H7Fx=Jv`uJxru;j|e!EWr-5rR4UapKmPfI6_ z9j|98FOPF6w~up_LVgc}F(RNOf})yc2dU#@7N4@XbNZ%?EhK2KvQ z*{`a8FFp2G&)J}->63wyrd*i`QoEXNRgvpqKI}lhv)t9?fmN8zh-;41*k!l~zf01| zDC4bv9XkV0&nY0WPfK+#hdbuQO>Vm79mg*#_9P8OQnEp>dtX5z z{36qf=5tH>zCN!H#;lO8m8&OmEkZW`Qn~64h8Z7kHhiDxUw5zWezm_GE!=lSVzlig zAKXNc{58rRt@lf8n?5Z){X4|-{5lqYAbpafH(~E}= zE1^tT806o5_H}BE;nL4;t6LR$wmAIS=aZ6F6O_GiJNfX}Ds#uYYJPFyWyvRbQn}H3 zTw3V1O?dh5U%VDmn8>7&ucW^Bw=4Z+(J|AOm5a=UB65Fe^9#aZKL0fqZ2!9hdK>F_ zJ^At&g*p~xYHZ)d*OU?e3?x$mXGe%boh zhH&)m#9pHHDBvyM{_Ww{zoU(}*9*TPY@w#S1tPnJ=9;{J+ajy+%rPB4Dy{2gcfMgQ z?OC!$c zc{kp~1pVWayGAU7o4PK{DD34|u9qu!$Bb2BvP&`zj^=A!6cC2Z;8WmBi792?l!fQ! zNLqe6{mNt~v(phKQVCt?5*%#Mlklr$Sx<4$8V52q6!OMcN@Y}%-5861d zu*@seNSiq&>Lq`jkkA`_nfA|(rkZsN^4m=H3^~?#`ZfnE&Qme?B7gH;c zFMjM>z)SV)PHmgbf#AOOg12u7W0l)^_EmEc?K;k!Ntvn_s_`QI?Px2N++9)4J*)@+ zFR7-WfIO$y!o-Lavm7(N9wD6W*o6C}W*Y8aYr*B`El62Pxlez?jiIw9X}pflYCr@q z-8e>BJo6eE`AXg1zqku-rK}y2u61;Xu%E+(SP)jQXOfPg>gQ0~JP`$J7^;y50vTWs zJ1ypBXZ{GXULy%upjLbUo3e<)nzz|8#z828F;IMh3h>B2>eL^aeQ@t0Il+ut)37h~ zgMiuam-&TOC+tkW>y0g0Qv~m<8VRCvHqv|A{DBgeqjEom51tC-S6e}&bx%+eH#uda zt%F(~>__anw^H0h;DU|F#oQlPnC53z@xk5LfYMSKW;fRO#(vx>)yEqh(#@`9@B!s# zm5@uuX(6kec&C~7XC}$HLirZ980*h>%Ry`-)kM%)c$pA|+YoF@XSPSNCLSQ}#|hX^ z%A4{qCl#ru!Fg|7d}Y$-b-A#eh>|b5i{ZL!iAL?3AF!wANMsc zEHQF1Aiy~{x!Wd(GRHmaw*e9!8xBq+WQE!32V`|@gL%w`(9Op;r2y>;&AN`?X?Wiv zGc};5L|}OxaXf6RExV%>TE(+LUa?_Vwuj_V)~PTG4(S0sWb)w&+0zmbk%fP}r(*(c zaxw7S0$B6{gSw)~J`zTCE65_(ONYQ3eE3N&R%PDaDO{`M9{hb$jbM=}?_BiGPEF|E zp-)b(3|4G9FQvDJg+U9efx(j)PgyTq+`0c+a)*5Ga;%6WAdQKbu>dg|gtHiFVu^Gw zuX)F4nu7j4RmbXr&mLT3niGtuG#`@26d=BP3@OG^vYgbXWmaUlF6;Ob(5_Bn=|&}{ z{wX?55$`+;1`h3zT~nuFc8^>atQR*xaK?-r&5K9sRBXtbF1b{TjQ>Q_M+2!4I=w^6b2K(&2#G1rA>+S(H*{5P|I(p!v8Mt zQ;D?sRGm^SEZDqpjCqWFMB@SB3hdgLUgr33=jvaj182#g*xDaI(CdT?+Mud}^#J`t zGhDO4r~Ycg=7Hp}L1*J;xJG*08}fjILLU>^fR9uzYu`w#yH)YFOAPz>~UO)Veno6z^Y zplt_-j0=4Ma#ZVoMOoEZa$!sMuf4rrH7hp@b7WrAn1AStlSlW}ePQ9n4(5f|6nEnv zru((wOGnq6y9z3M^RTAN!xvkK)*IfeWhsmDWP))*eBo}hri*P)CDEj8O%8DDPFB}F zs>jk;Iy^?uLu~X@ra)q53Z{%NOiGD|wCt8#&WrE%4Wc7ZmDi0`6PNs=qRwjZSMyh4 zrwgRJ%#EUam!%9ptde{#|7X`$DJ~fL?y^TuZS`vY-}9iIIjl|Z6*3R5V9DxPHw|@m zVmi$ecN;{))kf5GZFSZPbT_@#a=KJv_<0_#V0{ed^}KY*28ex1hFvvvdZGTjazj1D zUJNO^y^_MokD(o>C54<-P0W=Yby$(oe8UmyY8GwGrcz?EV6x;r_aj;?hr$>lS1i2H zv{Qy-+EkE}hCp64#dL1z_bm-9uj1)+z7kshn)%{E*k5^*C`k1S8gVJ%-8QTb-cr~w z$E>sq8R3v`QI_NXYC}G!$h=X+vvkEW)`J@5p`SCE_eQ88+2CIJN~kj{;-u~hlTB1I zQngdG*a^<~Mys^tdIPd;zIM38%YxGyN`hIEpd~=xZmGT)6CiLaXPZFZsmZW*uaeUr z82yEB+AG@jDyL-4AXn6U>!^#%oI|x~CHdh~WC%ZoQ9ArHSM`_v${&{wh2^e?v*_tFj}kVGI03?_4xz3L5iGF-a1_xHmP>D^P1Mu{2^)6MSaGJWI)R zOrpxXngCUP(Er5L2>BV!FjM~QA>~cX1KT=lM!0$$j_b~efpir_Ap1IS^aWQ4$ zR1GxxfgC^0;?zQ=9Wr+Y*-F@A2hpEmmu_sCneAQ2(;BLWvr%FZ62gAggqx7Gb#e}2 zA3{hfk%o^51S_mdXm};6$FK3kJ!)n+KQxArT*yy-K$LI0-$a3ERry`vUi=mPTs?^u zRBS0~aS)A-TZi0f;#Ur5{DT)Sg59pz;zJd>%JNWgGz3U_WPqmBsn@;ZCwGDwSare;NJ8`o33S6(>y_e zF|+9;=#|>FbeK)0V)-`gh|+fcEhnX4pw0Ne_VT|y^1o6!-;$#f)fqe{6RPRW6S zaF^EPOFxKbnCvmoV#oG2nJirB7wgDM_`9qhVF`-$KU%XG(+3kV{;q74BF88xpWDF- zr;d=Hi%Ajg>W(!yM(`}dw1Q*wr-~f0#XnILIoC(rE4fK9y~&WM5|}ZeCuq=Qhx}aA^jj; zgdpI045h-ar9VkJN$BuK{bpP&VscxJUhH;VDsriVMM<5-Su6qwJef<+6SNY$KrLIo zUn2e-qTv$`W!=pj9_A>2p%z9pQrc%oVfmnTjXG}O7|R3?;hXN@;?%|zKvyYmqINFe zIp}|VIV>=06&r}q_2gF%tBBCSxXDNG<4Bzd7=|!As$`F1whml-#)!~;6qZ#mFlLiF zYu3^F;19@lvoGjMfhI==`H(gEVw(NPh(WaE-cm4-&y4OuGdGCPCPG)Y$50c_O$>p5 z{kx!2aD)%%;9y~01s0r+K~Q5^Qvu}xJ6(5c_Ge)I6i28oRWU9IH4o`Ch*iRldwtJM zHg4oA;>1u2{=Vp8C~n#B49BRO0!Z9uNX_DfC{>}dM(#NiwPl|cPEcbnQHpMS!vos> zu!&Iq`P8XPCaaFJ9wrOXzYe_zej}HWQ$t zr|OA*QWRcyHw=|>S0^4{eBQ}1*V+>PnsQ!UQo@$LKTk}n8PRKP*xa+d+`E6+c>W>v zcj|Mc06GZ2GafiLmcNM5&^@ zrdZR6?eL2>yCcUQj-Y0!wmK81n`vT?KM_eRN_xctwl;O@DcLi`Ri2hMgdDw9 z8j5a>w!^g*ZZ40B;4k|62T3Ug@HrWhoeGCllM?t7KZ6r-Uedl!C1fCG*+1wOUvp{Z zGZfndaxldr5z46w(nYO=&nQhR?5Sj#e|=Fp=Ogy689!*ms&pYrOM8DR6Xl23kIpWE zy;MI`v(LP^o=%oO%Nm+4m=7)@2oOD@+=A6~{!lC)+1$zwKID)@$kpL(!Y{4YM-MMj zcQ2Ak{@j#!O^9y>Kj3QN;&aLz83G@@C|b&VkNJ!_ zC}*rz`$?BJNYD2?_EJUAE_gy{?ib(TU+I&&)xlkb z{M6;huHSL2{-kzRQf8Ng4Wes&*FUb*@}Bv_rl+h^{Zt{ysXF#aio15G!Dq~re5zV^ z+_e5LD9^Br^TWMY1Mzh^DI0fs60!t3~F~6xv0WsSI^S9PAN`PW{aHy z^!L8x+G;$<0&vn7Jg|_AsSJDN|D-AqV9(s9J^mrWK9ROB{(V4tE+~?H9t!pq&Nl{; z&gBi>Cw2ajuXlK?)H6X56VNQ|I>N~A(Pqjs1GOSmYU3+RpngW08~3D2N2t6&*8#nH z|9ip8U<(V^^XwKL^k{EVsb)VMuN77$(I-CZvwhx1ZI!>dhilO5i16l2G`@|U*=-pX zxMiMjz)G#WsoKbQf0Co?nWQjY1?O^V9(JJzl>ZUGxQ_aSc#HS+K6z$11pS-)iVy*4 zm}SY^lu?MlQjX%q3dKl$Z?Z*@$y8_MjD#pAtw|HmbpVR zq{^F<7*Ece=n%8*U^w5jP<8jS)vk9TA7^4He4(uHzT)PVjF|gO4n9bom-jrmpRyEt z{s0CpT+R-$!R#?4loBQo+?V1B41!cRt)M(lS?h3#Xb(|HC}dd>(WDXa6S25^fbWy* zLG(m11D}L5eSC6s5dyw*x4DjZI@l8j!q#!Vy?}$=-;}8#UzT9`Lq|kJ%RN__zH{is z>mZAhALaKe9w{12o?@uy(8wVt=X>fWVq@IkP$3EN|YyZ!hbfO|*mVz(Kmq zUvYXnfsGimmW9smK#pCi2RT=B_sAQU4h49TX+)-(#tu0ptu&DOC;JqDR|ro1VX#?z zdV1ml&cUAtrWCg}MIpWv74y6f<>m^;9JrN>nHf10_`AV?+bG^mO8lX_xXBX?IQbRN zr4;ynb9+8&zv?A;M4uyh2Yd5iOoJ0c-GUPFy=A7f;kYlAGZ@svV zMG}pLjF5=L&J!G%U*D-il4S(z-PHv)yL1|_sCjo#f;ZDx&W(XXL1)h9LbWvuugc}9 z4=8EwvxuON`U{zeh|~_DNSKiZ|FT-BT>LG`6O!OgDb4~MA;+@eVy?Ee5r>-emF8-X zwr7-~p@7E4768;XT}h~`Jz}4vU)u`WZR1G~mzwQY3T14NNA$pW>mMsk$meU+_F?y{ z&$RZgdqO@bDJSuHjL+LFxAa0GyKQ)&TsO20XZ@xIGL7zC{zv)_j3=MvTtBppJ=5P6 znsTX3XvTXy^_N+ec#6PhnT2N~AhYC*SEluqkIOq-Ek4Om0R$orTi}3!F-iO*$*s$b zyvgdoEFH+;0sHXb&GtU4`Hb!z9?2cMt8u(J;1T>8GP;HJB%*uE^dO%(3v>}w=>tqB z*e=CeF^9q#-RIRJ>7c{w)xozUrWGWiEirTLpM*gS-N15k5%vz>xO`Ns>EpcM z^Xu6GoB3S^sD&|1?SOw@FGjLy#?|w`6b*)@(P<&&dvAdu1)>Iq8Ps@Rif9Fo13nV{ zb==~C(PSiXf^&2QwmkuTy2F3oy2{9#TB^5+GV23ORTdO8^_f@Px)SYjo)O%UYrV`c z(}yHcYCVq8U82>E^2^=GBC|S#Zf~0-q1_bT6iFSoVg4Qe-k0dNK z`Vb6<$lpx0FQNjNY!&}jFjxJVSx|))n&lcgbiL41G_CWK`7a?qbs5B%>;7C8L6t$@ zbRMn)VAG+iLyod2Tt9WzbPle5P5_Z;ScKk@WnKjikBVL9{~%6iqLT&!-SkquLK@!! zypAtL**rleqvDsMK-dDpe&R%KKBB~IUUu?Dr8WvakyHQ>B*S{Ho$OluyEAR_c(>BW`Gh;Nvx^ioTH!r%( z+R5U?h+z2#5Mge>LUKzja~@}8kLg^TZWZo zR_{)n1?Y6`gEU4cTs(!_R)y(+p$A!9IlXg1bpf+ryg#NGQ`8QCzaYm2dAtS1?W;j# z0>cbSX^a?Y41|HK3*=s4EEJCrM6Y_J-oEM-O>;Jj((Umu^stx~oExLNHh`0c43WjU`)-7VibloC z?#9GawT*-Z+(7SQ?>=G!>n;mN(neDOgNn6m$&KsYg0UV6%LyPKn*c%td+%gTCn`q| zvMZ_jPfxS(JS%DI9I#oi@7BTwjcexjZ(h;n9R;S^ubgyKB2e5 zvSldyOaelqief13`*`m_)(L4}I5(&dc<<7Er~p@nh=hxu_K{(Mwv|ONUS)fqHVklu zN4`r1(cLJp)Feo2nff>YmqfO~QjstYaF|7e{%49R7GOhSE;a%I$=C6oI1>(popaUl zI}frUq7*(Uye(j+#x>mN&EykO43)+WNIvY_V|TvPL_+-fR~<%N5*a+HOtL)l2O$z! zyuqL;gZG6CW@v}=`+j){#)=*pkJ96IY+uQA>l3#^eUv34k?{!obL5*7(YrH+DCdNd z(@(t*jHdPxajBqfK#L4c#LWKqlzq}_VCcLZRb21+Wh=N{YPKR1&4_YG?E$n$OoZT} zD(hsp4$Z=gt|FV!is6UJ%Zo0mgl)BK;HQmiai6Fio`?uOq=IVQybX9l$g#ZKmw5~bgo4P{-X!hD1qPFQr$)L8 zKRGy1>9it^l#lXsA)!Kp^qF(RrVkK^UK;c~#c(P-d-wi!Z^+=>2u|?UlEhG@;m3P| zL}Gab;}fZLA*FTdNI;Zv&_BMN$y|3+%I;-$vuVAA_fR6>+$D}k0jRa7Qiz|D{)q!% zmD!Rup=6y3HHJ!j#^_;@HMAp6Muzpb19Uv@TYu%CWyql~PYcKkn3AELzq`3d(q(vIt+>AGyf0Bf53e@S3EQA6nQ4NNGu~bj&`b*+G8Yx}o>r^TBVpK2n~6qp zz|!2`$)-bB41gC$(K!fyQvsI7P(`Rd`%E#$zAq!zGn#}g3+%C!Mo*IfwefzCG$&o* z`!^VA!=$N0R^xnx%`2Jh?kN@w(jpRBS}`hR9Wu`?dp#a1nXmDn>Ks>*Egndk02{7h z86ax(#XW7kmVAQoe}3FX^h%dWWAy(W#iFhmphTFM_RfskhLMJJPxe!N{E6f~eIGq|(OD}bjR>3G%K@@w#Y)*GA0&`*=fjPkE*;2HTS2vQhk-y5=&!pp znrTG<$is?K_WU}dv&(dejpjRh(r()&5r`-`>t~Wnkyyt<7I4IiL${&<#CMiVqqCVl zbqoe*a?o_>Q~-HCSQ?}G_tT5`J583hUJb6A0ZI=_Z0D~oU9hGT0NwRLD|_+ND^ZH2 z=zTBBD-SX-0_s@aS@k-Ayw)mzATnrFqYi0L+a_dJ9v0u7=tSD0YCr>&LvJSSc?8ef zSE9A}^=#{Sx502U>4$F@*E+|2k^l|;wDybhv8?UL*w5NkPgs*7qjihNoXB|RrNNaH ztaYBS0Vvr*4mw$hdr5$pD0WzQ&c9=XO3PB$>@n0<1B92^=)U0b96kUw6dU;XQDl2l zrqfaOcW>CO2N@{NAgQgd5VQrBs6`psTaM`Niu0GfmiUJ7UPsQ29)TsvRuXmxZ5fak z02dUsXJQ06Ch!WD5xHFLlI$G?!(muvS6D|^hrcISA=b^J6i^c}99y}CeO(d&%B-V` zah4qN1yVygm5UyZ1Ql8VD%13EAj?CL-r4{p!zaz=2n?!<+4YyYJCKlv9w&l~~= zLBson1-G~Z4%&C0u;KN5FC=4*rRDt}fvnF(Qgu>?19s}ef%PE1&4C-62fpZ;MPuxN zLIv=aJjT>K&O1AYM=FFn?R7&T7}sXTcl@ORYEPWX1vc(mu(Z0rqXx)Vs>TZ_WJ(Lo z>jm!zY*%iS3j-?xd<>aEwvhHH{WRBngPGIK?F2C*yQ?LgPL9qDeGHKfu8Akp3N#U>^Y3jFhJSSU3D zP%03lAUhUy3R)pBpg~Z61De7c5^e)J3cOl5$d*lcd8tTtA)qYVy7!J=Zb>lJkJfjM zf}AzX)r7WZQK$03;ua)lOd{g=W}vDXR8mmHK(>9Z=mp z>p!Jm0Q4XPO@|b&Y-N)y0vT4js)B`cH$&Zy`@2?ZGn^vNkQKPq?wPeMB~#m zYG!$RfvLUY7eao0JK%yJbIsc5yg*^5CvBZ!od@b{TrY9D@q0E!U48koSAFviyz+@; z+c2K69;h%2xL@C--mxCSQKqN8o zhA(J7b<{uHLZvaXm|SHYeF1pOJoGXy>+X28dOQHqVU(sPavTio9JDTH<*Ryf=|SfB zFbXIQX^g4@O-i(uOVMtutXq^`KqJtrO!zd2S88=&e}bBv^9o6Oj;erU(ijR4FQNgp5bezAjR+>GpxUAsS%UZ zY4F>u(8dM6k6}LId%gjAm&g!|uLSv?{aemdk?jBBKB9D6FXA1(r3!P?UKXannF;d8 z|Ju|%195f{VjnPn=dUB5LyE#ddS<~`(B)qSywA~V4<1yylZ{%$@87eGTKy=)aSu2@ zsC}7yf@Jj_BjUBI(h;}a_VJ{<2hujD7@VBEh%Y8(e}nGJi)=aVge zVuIZN)9p+w6ZQANRfuRO7KXUzuTKt_iYnAmtt8xkNdz8g92yq@*n^5 zNfGgVO-JwmsF6MAgzqM)(BL4E;YjfjjDbApTu75L#*o{D7bL=gO&O)9;C>wj*1H_8 zIUf<=#5y?Fxn}OsT<$nh}f&Ek*mjTmM@tI~L!x|Bg(Y*@U^UaI_d$RENzK7!iveCcGv}&E@L}oxjVcb$QCFFU5SlCPpHq5o0~FZ1HIR@{gQyJ z?}|U*`T7$I4i0kh)JN!BkgxzRMr-se3#9ur3C=o$@pJtp&>9Smn%3_*768{N_EeD{ zbmNyd0U2#i_+!L!Omhd-Yb&n6$^A>1Z;K4kn^gDW8hzI~&k*2o#j5WeQ42`X&>%x2 zNjnC=9$@-yDoRc1_jhgW(E!<=ZPo%z`TT3C!tu!qAlQLP1^ajTdub6ouX@_rvmukZ z<9`2>atH}zp2g059n?Q2Wb9#)J$gMNeM0%q<&hA9!*7m28xW3R(AtGWxaQ2U zI1P}TV4Y4G$W+8jF!sOOM<^0YFPh&p38g9y42APNxGzMi#J2s`rBCPYSL<0%ayaSw z7uSG(b5b()fOq-G`$&^BfI=gM3Qf|E(E54~FU)lkwZT!JzRTVWXpR0K)}`gGrQRs< zKodHPG3sL#2Z$lV^Y1JnHBZ;T6sf%oTxw9FyA`d{7mH%7kl7v{2xU#1_*KcQPT=vP z(cDYI-QoW&o+N5?WkgXR2oCJ&mai+g#xunMDyarRO>PTzLUPMTO3+A*w#5JyDFcnXUiZar9@Jvowv%yG*CMUKCq201DFh3bl2_yEuPR&20fY_J@Ex1>+sM zwB`bt-&Z{R-exOn-~yDG*gwt>?@~vC0$VLH3#j4->rKGl;2_+hb6qOh%pL$N&ka(a+5F>UtI8PDYyee^;lpKr#}0t^_QV0i05zN-^qco*8II z7h1l*t2)`8m2Ez0I?t^sC;!hYEd~%Rif};s8>QMh6(7(5!N(uvE&ccls8Ey$Ngy5R zDJh^}e@yv4qFUH`DO&5HnBQ@fi0hZ|e)A}0{uWUXWiOd^%=Bsw68~j$as}Kz=G)*P zlMa+1YhLdG#fgeQUjxnfEqJ{TN&Hhdy?a$_sC@wa)>hPzN);+EFS?0IO|BjlAV4-z z7Yu>dLwy1b5^&OZ?w){Vk)8Skk&Futw1>?4m3Ylv1VDXvZM8@m9NpOi_UB0p5yS$$ zC(otZAIeA2tc~`!j0;aIOF3mgDT%tZ?}b$Wt$|}9x0F^=&5oL@2Nk)!p3wbsH!hhLhJbJ%klIKmd~@$r zH!i5r9KV_1U5AIX>S=eQUO7<3GJee;$N~XS8@-CtPq+U$3>0TJH~Sc(mAxyO&;2P> zzEeP99Te?)rk__kjTnH!EF{lz3TFh$CxSWslZxYiYA56maAD}c1DpXhrjOA6Jpy6S zqy@Z#0A|ZpJF*;)j6KLqOM490aP8 zi{2;+-v}T)hH@(E-rwawWJ8$J)W~cB_ZP^Q5xX3LYZa%6P(KL_$gVtMPkaz93YU96 zzk};xd}SF(0o65=)C2ms-+&kBTJZ$(gDxGYJoYkM=zxRMbBGmXb^|x2WY#X>TuqKn z??Ubtgw_s)k=6_BId0xkuW#Z3m>sg{6_30{@velr3=`_20RZL`&{EE*z3UAG4x~LC z?~6^*P4)>x;EJ6}U!hHRM*_(F%dY0SJpVtJIn&pM6UlC?M!-_nCtJWR3XsM|73C*U zK!!le3)Zvk+&2SYU&zU!4FzGl0SZccPT(}Dni^sc^P?ea zk*Bw_QpqocbV#N^DPCkUMuQ3i2QoPMotYg{68!qj4r9MJ&>iq!2fBWYmvKTRd0jgH z{$6Hr<7dQn z7(cD67~}RASdb$9G8O8F^t+l0QzArZNnb_1otkk*S)#6NP}iaF$>0~G@~!$g=(TY2 zpTzv4%)!kfQs)fFD+?XlkAn+OYPy-8duQ#(H5U(>Mo9MfUW~o7FQ?^v!58f40vzZi z&1lA(56|q18V=HyGn>@$%EE^0!e^E@ch+cr6UsM6#GrOfp6va{)0w-wBm2@ogap`) z#bx4UK6TS#RL|wyphNb5zq18X3GL8iZrI3S+y5>Yzm0VKyXFBsgKAzpcjDc>o<_yi zVt)Bu;r_eg`Gu0xc6QVhl&b8noN%;*t+GPl^YAC9zPkE^DC~FmJkCDZP;2ssD(LQE z%0LL$rUDQ-@f+09c`@-9&4grBUX$9erh~qEm#by1U<5DVXCI)2RaRqqk7C9MX;X^T z0Fk_Se7CN~$xpVE*_ND~$}~kM3J&pX13o`lE9@pd?0KFL;Q05SYbh#1)6{G=(5yt!D6YX$<(Z~ln&;> zxhEHLyi)^%0|wY3x>+AMX3ZMdE8<~ZV->(G>n{7mDlTrc=>e$ggFGHz7w`1T#sx0S zj8_A{!rBf%D-UXMWT(x{vw7mZJ$>7+RmexC`zf5mGQp3sk0DsS`T?C+neBEFm6nD< zml_X5mPJr|&dHYq3ze-&Pd6&!XTtbUSXfhgQm3qix7w|ABMp^36f!SdmWPxln@qjc zl*$vCvPGD9X~EjuIU%#a#>UU#U*j3tJsM_^(N*1UN{POoPc=p`JtLP;jSQts0@Gi> zF;U}#Vaz!1?n6kVn~^zCN`PZDA%F5=sUZa9Z*7`zD5!*-C#(lmef5Q2*TXB2nJb0ez z!_c-^jcQ4;HjNIOM#r1xuU!qnW^7ji!sV`+o>-Iq{p)JB%JNAs_`Az;NKs{4Vf1o^ zp27=F0yBo!nw^qck~V}+{6(;RM%S8qf?~8+?#mJKXWhhwUDw21>P9m-^x;K5w_rIeQxGRNb zgjrXH>w52y6A$N^Wyv$FvYzPLfRrdNI4CB+T+av3q>+!O!<~heD(wYgB6re5a0IPl z{OPK#(n4S?8TFL@ni|fjU#^`(q{&XPOFl1pNf*vr+A>y$Cg_#fEN59>p==8O(dp-B z?Ipe8)U*rtD{{CZ{K`pbR|zUzcGA1OHri3w`Kc@g!=6t>2%o+aGN3S3+k%3-yptQC z86lAF+`nwZ3vGZvPGGW?Y}jNG{LFEP5&}I&?Z$g?vI3BPsZ;yY|Ys|HcMQAr~gH% z+(SjpvNR2$;u>sf@s%m6j~^7_>(Grw<(!ijjaqUGfh?sPfog1HtxK)oO^E}e@2itY zvz`-~V_j(z+wHTicZSAkQLLVh3*qW#omeKv=^2`Bis=*2g=<-_?ZM%%RNRJE#K?*l z@yETCFkto;{?h9uCS7c+Fkh;pq}%s8m)G+=DW(i3&@^2!_^I}bW+LceD|wmO=U4)l zz{E;M1MW$ZQJ(>soVqqgg;A7e1@?h!kl+uF+ulz^1>$nMCo+#k87)^Rj@hT+{iFl2 z3>ODhFE`C+k|Y@$Tfy}2`IhB>IGTCott07-o3wdN15dm@_pQ-~Fpmwe*RM1S<9Ns~ zl`dB#7G-?=Le4K)Fo_A`)^EHR;|@;vjo-2;1$O|`^U<+-FlV`1%KY1nwHlq!b*dIm zzaP~Zg-cAlomRDE5YLU`AF-1q6aMDVx}Xue6&drbgG%Q?ecUof+Y(`gW(wBCy3%R8 znS>E(k)_VzhcDQDQhF;iaiu+#tVPbtww0sh9(mFKofNGW&R`}g z(YRAUw)}w>`J3}?wYe+8KIx>pMnVu#yw2iI-@-;m%j;&pLkVv;z5n78{)3+B40WwX zy1R*kGQo!ufxvIr;@&HqIE(J=Oo3fC+SAwpuguLDQ^_}+AS@{AKz=+*F-+Ct9Bpw4 z2$Pci{KEoq=?&%7uZ5Cw%J3^Lo5Dd++TlkPh}@_Y%L(0SWC@CI4&ad&)#inS(k06qqR!e%wDUmvY9Msb;a+%x-k$E?lFsC??Iz}l3 zM_~fN(}q4cy}3IveH*78-1VH!%;{;>#GN^Sk|DE8yoKnjckt0CNURjmoaF(kk-PHy zsPwuP0(5s>@}>2e<&1pPN;A|-!IBhHU9hbJ%>XusE|*8Ko;Bj%GKak{DCOR4Hvv%( zqsJe}D?ofKF1l5=WBos87Rc6%3cZA;n3z4d`EN$ktm0H`G7XS3nP(}|o@w1x#fpeQ zCZ1B#CX8rbmRj48)&gy_?bEOI0_GHkOT7txlHt?iQ{6_WjHF*`cBg_3?FvQ~wYc(! zz9bBPOyGj@32)FgO?O;YQ#3uSQxKx^-Rd@m{RV>mc?)B6Ry+O3PD+ye3Zw6$Baphc zF)wXssq-;}>$@|2sj*}b#JQx|j0I}$C;Rdi@ej6vn9|awv_7Gg0SvRIYe$nDrE=Py zq=lKV(P>tlH5kqG`=!t}m^?T$?fu)}8ElRw7U=(*a(hXNN6;QjYPaEA}z5R|bs^V2Ej%!8= zlm|=@&nj4<8Zzd_EI3>mH7u_c_c&WPa7IA)v_dc|CS_Ra_|z3QGY{($#-?lNMVUjb9@Oi@> z$U{8Yl>g*y>U4kO^Fna8t=wGmFPxEiXy>Jaw{Kr1FErgbw@ixd(#lw4oPeiYrSb)( z8SK%G?aJm4rq#}UIbgz$_P5T`(CwPEZKyKgXB)|C#Ax@?1th)p8#g#TdE4+p78(;M8%d!F?N%-gz^uyG;I+@$ghVKJE z61zAv{SJtCWnsVi=xir91ruDNM@aLiGTg6oc&FykC2FA8XW9Po8`LYO`qyu4O>f`< zt*T+=gUr)}$0m}wmzf4?Pb;R9rSNlr)RCw)kGs$N(uX-$V)#&XQk@mzV{3RShXmc6xTj`_9{D!aiu#`1lRax(2w!7Sa|1T z=h-c;7yoEm(tWsuK^***9OV4d=(`tUzbR_NpHFQ{lHB+=1cjyijCN9t1BKtB2G-U# zr)Orb`UTI`WkWi1P!QXgD!=M_$)vc^*a=ZUA?wGm^c_Jeh#!RDUZe!2XgG>0YAPK4 z)8Im8%%Ks|q*!*nVpFNpg>l)(&8+H;Xjb3K@*E^9e5xzU)#0uuQ39o9R0;9(l_JRy zqi1{TDw`ZXR1vapOwYFS>RAuzP}H?s77i4#s8QP{jJ`pdtInEwhol(T@{-{$Youz6 zG$vW1&f5K+D;`o<{P~4tMQ-*;$(>9nZApx8Zz|)+c{Fsyb~hhXYDK=Tuzn4R zf{>tfTy*>vju2TY!4=d#XysyXC4S* z?Pyr_sWZ%U;kN{~++w>)hZaR-(v#X+A2A1P^B)`|Bcy?zaygx}$d--Q;F_jjWwly` zgu;l-W7#B}!JhSsvCQuye^0}~cH?=YnAep&-=r5tzZ<+&52u5wWcF7U4T~D&9mH$V zrcvqmcaXOPpyZ^3PnG$utiGmJQ+m&>{rm$~J~B*{m)ph@YB#^9V*OLL;&wSYK@a}i zTs-bUUS1FTz2dc!LrFS#SRws&Qnrz8Zrb(5D)YPuIr_eS9CuB|delzea^=#_vV{lh z#y}&_Ua$7|$xm_6w!Pu$?NR6Q?=Mi?IV;gyr=BRU6o1Xip7+rcN{2+Ro|wPM^nKFj z8)?jz>r9$aONjqmPJ}mNc4Af%d0qoMuXv)p)qVi3nJPcKZ62MF^)RVtzzyZo(j?#T z3G`(S#x$IqKaXY}blOZ~e+)zURt#BbK(u^Q#_hiet)A!$;@>#+h-l=hMhWjWdE4(? zQApy6V!0e`C&qh`m0+X?`y9`IFNu-ILBk%^+@nh3aqvWKvUSTzTUMF6SL**@V&w9T zj5Dzwwa3WDQn{J3TqZ!WiTotSMDD3jGoZWuzvR7l*PUUXaFqki^k#$!4~ z^tm(^@^Jgf*DBq=&nqGzK=cwT^PTOD0$W5t}tY6MyY zZYP|nbp9jU-}y9ssgTXZTQ!N!*KC;>|2|FBU076FPELLktOyuu8R9>hyse$jz$czf z7-x2oNpcVBLMu|Dl=3<}WUFwnUpm3EjJ)CS7zY0jOhB{0k4`$zTnyffH&F!{YfJXy zlt`Shl$m4D>$ZQonZnS-H>0SQmBu)3(S&&pkmR_8C?8c&6hpnN9Tj?4Rt`Tz7ZViR zeaf^jJgw^C>=c{5CX>dDHL_;VQZBl`vbf}|bkD=ICy2x(w)B*H9umyObmzrfN|Tq@ z>QQHky0!?eoNNMWSEo7A-K#2ge7p3tnLY^<$IyG#j+=iBkV4H`N7w7@S{iC-HZhG= zy{t53OnOT1oSTj4W&~u>v0F=z&1Yf6ki>FvnKJ8cRyZ>n)pi}4s@sdfVNIg8*lxZ% zYL)P^rr9m9KJ)~7(sRjFIQmHl3o*zElS63f#ZxN#WM%5~p{42a-c}k*uMSh>zy*hu zo+&TgN1K27g-<0Ls)@}yZ2V-OY_Np3mS(eyRnjIedPr#oCg}7QaTA)_P1~ZKN*H6N zTda^BTLT%qwrw$hpXCEDG6sQL=bbZ!2UA&VC!wY%8^DoO&lg77ZTNFn(-8~e}d@Fm%Cu_IEqsi;vL)l^1XdNqEnc!UE zRq0wcc;sojwD6vGRhY+O$r$2hD2u^#tl11e4yhbuP=Q3wp$>XYPSqHvVrmYLMa7*? zm^yzEN;e*gl-{h_%m|x{=^SNjs|5OLG7VX@O92;bm8s)|bw9J!ye1Q0YCDQ~!U4mg zpIe7dZf#j#&^n2);!16LuFnfZ+*QUUyS)6RFh0{&2o@gUpVC9T_M8HS%_-BNOL0lS zRAm&t85e{h9ApZ%yftY}~Znfu3rM#@?;Bmrjd8pUA zZaS1LJ?mB^XFT77y3w|wYv)t%(r{XCa!O2Vb7MquHg?mBq0nPE&HUcvjyf>5>#~2s z)0{qpx5nNoV_r6(P@~dOyV>ZXFhdGTJ$1|{44ZB!OqW!#O61JRl%$5GY+qcA_tIsP zcg>Qd@TQ8G_MH6m}FtxpLv=&KUySr8b-af1_k4>la zaZ(~pLmBU`tPJXs%3U#4vbLGVPP10fLuh(5--ECAIR+pkt%JFMtYWZj3CJayx3MNj zcQk`yfG@;Vi%=lUpm&|dz08-y>mfA ztF|nax)84|TWQSyFkS%-crU9PGPj!W0W(zp8evFxhE+ADH_WqJyLp3R8LxnXU|(eD zNLQYK26fevD7Dr$>B^7mf~S8{B4qh^68^3-kb;)pTVcP&#DMyF<{9c%v~fdUP|n6c zut$r*JUY}mpfQzZl|ZSeT}yu_>QP%^I#Q;6u{BeZ$j%`pt8Id93Iv^&v&#mPtC{N9 zB22ZsS+i?Dbz^s>tfes*>-2oke(eH-3+XW;;0fcnsXhcF&IANK3L5q*IHRVYOJZK5Y;R}x^J4qC<#~XQE#cW`X=hYZI;Ei~9mRGfJ?xW|SACm&WkhYY(!4f4b!r%jm=BDZX$phC zXKNqy3JE)6Lweh%H&B1x`G&S!@n0(ygUORjQ=L7li~zdktcT|eJ#LYw;i~X5?heS; zec+{WqO#(v-u>XUrlbL=tfUn)J(*L5VRTv=%u(Fkgllf5sE%PV3WTwsmvSho9@0np zIH#!)G)LD#+YsKzEe1)M4!kr1m1EsnR`rB7ByZX2tn;uv8%%%4w!u61X_e%ufvLPR z3oA%mUVsbzoVrHn!crMV?hDBS|eDZw(=wBGP|yqb~I%dA#4*n-5AilA9*S+nJR2bDjm)omXf%&oGH3NV&+ z22D;~=b%C1RA+ySNci<+t1VkQ)|R+@b_F{#Tg{tHJ?rAbveCX!4cf&fj9K0fTFn)y z;zzj|gC%(ZMh1_|LznyJ!Ii|1HkzDMo52vup*(I$mY`{MFiDGTQs|zx?HJyp;iH_~ z)J<;zyfsc#xJVw$N>ed6?QUt*2SI8RI$3m8TQi^&N_c;gFlI)K8obq};`hc_rw$C` zn8O5YH9eYsNN{nREbzc>l{CqRtDFxUIN9j&iRGv1*)>*;@KEKm$-7e;5k(kWbt+sT z#m}JfmhMqnmc~gDoqT9mzX+?RShMF;Lm!KpPybk9C|zB-5L3e}`yN>1HXi~;zi#W| zVj@wMf@puwJ`+HPm5EY`sj?3;huG3(L;f*rav7aqGE-uT3G>P}J#ePYa1x5bjJ-6O zi5;Ah!B~$BZWM+CSu5L%aMln{;qF=Y5#c2lDmam_6sEYO7JZ1^KgVe4+bXG(ci^Nn z=4gvcWHCB#wy86QbHVWs3 zMRF?Havn>V>YZ?l#aPMJZABG^`&-W!vvE}$zNWt5#Slu32Nj{T=d?<|StNRtOA5Tj zrk8&&qAyd4cn~ekrpHmEL^+Skj$jG5EpblVGywN0y)}50GsDtFVGOiJiP9(DocZs-@fY3%?O4lHCz|fy)z{%Q%ob1*Tp5pFlY9ctORYHei(!~J2rI)4v zQ|~-d69$}EnuLom6)8=IYz<_*jS1w1hKPSOkZZc)rx!D<>7`4eLn0KJ#2SXxwB~`e zNRW~!w^@U~3Gg)@o>pJL&u~-qspDvqq0`ZEe1w- zp1xpn)@3$|DgXqBMw-f&+2ho(EYOsUZKX5PyK6)#<|R>ywAO8!X(o)Z(?qKxyfuHK zlq-an$mNTL?_>01MvSv28HXwN=w#tErnoeCTKuWxij?E0#kW-|PnV@I-B#P+#S28n zZd(^Chwzr*aA^n~TUJS746Uv*NWQ(SePVzt)7Yl%-a;l@t1klR%?GHVtbv zFZpQm7+0;+C0TBg4)vh>%1}l!6jgt!cz7W~iSW`$QzrcEu(zyrgUN^##-DStW{hPq zr97-0ZCTGT2t0QYV{r4{hQYJt)r_|+^*It=8f+>mN1A6;SJGfp4j-eet!}zrnl1*6 zM?DRM3cHpv0LV#O*M;{Miwy~{WGWY-<8rk#HB%fl3RjvV$|}>crBi7ImVAHUy0mTv zV#;ML5pJ1xHw-4DQ5g1iJ$094QKfPpqExE{lTMK<8zJjaJ<-8@zRH{#Gh_{cxsXkw z@JTG))0Gj6-B>mqIEGdgO4QBDwk^iHWJUQq7a{}26>eK&P08b`g-|TUHt-!~UGUr~ z*1XPS61o~PeSN32PvbPql6pvO1-_s%sko8ATg2L2i zn(+(h3)uz)isX@mV@lkQ!cd%SF%)QL%|6NaZBxh>-DRilrBSckkm4@0(lD))?WQD` zf)s{HE=HTi-*p?nT{VuCEnEi~|=GLXm!4EWJDjxM=($r+pa{rn^;+O2s>a)zB5K7(EdvRZjJ+ z0_rfP8Sp)lZEa?-ta)5um8halc=7B_>Y%q`TALfTvw51a8P{oCq1H=iz

X z86vwKn9ReZ2g8HxlW1!%=H9AFZ|ecZBq@t$n$e=6RfMr4%?{vmD9P%kj@-30TdKR7 zQ6?J5%AJt9@eyXkC|Oq}6>+g8h-Qgd6|HUA>SMHvMBfP~s%w8*#aZuy=>h>~Z3;6| zu$ksp^oliKAgFTHF$IdYklcf@A6i+iFIZP(KSL3 zsD`ogc>@*=-Z_(`br)lj?k{+bX75HKC4w%ytUzL}f+I^l7>@ zBZwpfSysXT3$A|#4_?uT`?;yIdV*`AB>$d7gk=k&>OU&8?*wxwWlm^N-GVPPKo|X(|Ze7N*tL6h(^saUZ-Qsd+%~m|)jf#YBHAxbq2YZCO z@=8jvl(&D)!dflqh%gqr+d%EEfvipLil}>F$!S@crjo1w8t`OXPhC3i;DdVQlyGN0 z0Nd2fv`R*S_F~R3-se#DLR|F2cJ&qkq;O_fVU?LIWKhdsa;2B!CRPsr>3ifPm!n=N=NTd#>#WW!*+idFQbvRjmKSkc55I*984x-C!1_z zXaSuIQo0olpIefrqnaO;;bh&KjioIaq{v80(wj1XB?FMbjB&QAd9R_GTHcEdNQX&a z{JoFS&!{r^yqNeV2Py_Hji_a5X1=oz@~!xzt5c=656(7h!8e+qHcV4;fT$X)VF%2C zR*Qd}LU97JCNLq2ZDJn0H8j{~F$7i9MYK*&sQTmxkJ3!SGG<-*0$r;bI?KIVvT`DZ znyw+LcV|4)uqtS0B%PBwEd>hUqVcpc`boog2%{NU_W*B}r&Gz6APZ>+HCTiBnXRJ% z9m0lgQCpP=Dvl^spP_IoywRzQd>^xe@hE@1dZ@$HEKYebuyiij&|HwKo_6=DVYb3r zsvaQ`9vWs#-p7 zydz^W9V&K9)|;hQ!K7|pTC;Jbn>g!4F6MZaW^YD;58FqXA%?aZc+sYtVl|st47`8u zsu8gqSKfBb2Dc<3S6tU!UXfCmE*IT(ST7oi!55i}L|Vxz*;^wc<)P-T+?Ja4u@#{pfs)47v59S#o8HYaf(jucb9B)#n8b# zqqcXMM$CG`S43s=ii)MT00?6+hAxp-tHxa~Ibu@oE=S$Q;TS{E_AF<6XkaAaS(J@4 zaJbde>XkLrR-JXl8UmixOl!ux7z5rUlrXO*fk#U;+f7HchSWBi2~BU7Y#x7z4&{?n z5>~guXmZ&)TQFMGr%sqxv=j!vPz``E?^x+dpc_LJnoX6sNyrr&QY@byVP4tM>0%Nf zVXA}~vuH3RShx1IIb=@{&6T7euQ=6wIOQ(Z>Q0l^;9^!R;i}QFP2Mn`>6D%t_S(AW zD$`2SPbj;T{BfuSN|=5}j4FSh1%lXX))|Pn(zSGkt~?Beo+**6OzGXa9yiJJff};f zro0Y3td9&{l|3yFXK9?lrb~d*@xdp!pg&DxX7l8-z1udiQlMGT0?fO!T^|WY8QW1l?c;|IwfBs z^Kr?xA>1`cQ!1%?9>zDZ_;%v90kkY@yGS4mdAa22>>Ag!={)Nagu`TqFvzqeg?A$5 zI$)!K(VLA#d0ipP_!WI*Qedn&3BqX%(}db*rNM9{0bW~@2}hh(gwc7Kca0W5UxfB8 zsgt;-V4mqBE)3t0WJrHaZZoL?PPl1wWRrUn`Fs-pl6XhXd+k|glCzp5+@>+%-_ps(?>qbvZUS)NIYe`zW zCRZ3sH<*6`Ip+SQ4|yxPt7Z`8m@e@*0+#%i-9|(rsD{G4WPeT+phzgorhjW?(_IR6 zq-t>0=ti**s(z7y!A$(Fof$)YRxCU;=8>&tGK_4c=a9G`E`?+>?evihpI8DD0Z{#!e1+ zo%_Jhgl&5;(V8y!&M5Jmmerl~pqnuCilqyFkYQN6dBUq}hcTti=4SPr%!$N!n{?o! zIYh}Y7<6LIUPA*J#oC#gkYY;`q-mNFucmc_H#9q2C7UT`4qWBvSDi7dp9yAIiR}cY z0zH472U)>fAX;il=R*&q7H>gV z`xflCW}dE8G&q|uZ@F1aN*%^aG+b<%tVm5g;G3b3k_bhQe6fk7G{YG+kduF^ES8$8 zO!T>d3z!JrO?_^J>HRPlUzg|}g|~%$%CnHUTisA+_ckwe%X-IV)9W^8ohF`|DKNas z(@!YUU{KO9cVQm1wol8DPz8mtW2>zNHR}bY*s;STs2*cl-B^3wgd{EeY@@`PHcbH9 zxF*j9OhsUJQ%Q=sLU_e{rK2aKi{eAu3=yIaT1zu%rYMXhsZ3OIwCjIe1j2>8`E5t^e-=iq4QbX7c^D9y|X3m*K`an_fs=7>usGH-alvt zqinGg3m)NB>rA7ER`)5>hgr=SglQ)en3$#d`erhhJkEMbrZMqy_AK)pEHcrG!b~e~ z`;lq!hxLW`mMt7qa;tw$gBiS|>yKel(}s^hI8A2^>q(EQH(gyj9Y5ww>QUtrMf3*P zHeGh!O*m_QP&sN%8X1(6#A-g-B2!V%gJ+A|WKJEduqVDPM3Z|2=H3(MWjrmP8Ktrf z$Fh<N&NT&wPKBLY{@4eofx3H}xKpf1K}9E48J=@RNSV6YABr-Hvh6ur1;c0~$%h zL))n-69iuxDk^&+Y$w!=>_1;^JU?lskS}$a3Qqr zHLnKo%=;ZDT5L>Pu<{g0x0_Q-vZNbMkB4pOG}0LzrkT{YZKwrq3lSg=RdSe`Rhc#D z)I(3P#dS$G=z4Iy049MQkjmqfhn}UOpuB27+dhBgY4m3EcBrYQI4|;8SXQ4FlP2Y> z1$avS$llMWQD3xp1DG@#j6<9mztXXo`mE=>lW!NCV1aV>3caPN+ie{t$!h1j5M#Co zx0q}P-fA2bzHR;L)#k%YCYXkLA+co`H&LffV&&a}eQh~NS zaO!Pm%v7)YX@2h_!!5SMUNR$2Pq?woHRgY_oqa#UK@-itQ=T!@7UH?PsYS#oM@+S9 zn!G^JCRs+Cz9W%O<Q*tFzO#R3-et??Brq@j6}v2zmT@QML(JKn(R^+tozHIG z_%>OKUY9dfo9EU#vz4ihwM+EuZix%x(D1HhKlms$9Y<@*CVTiCq-GSAs}Z%VgY$xy zF|;BNiXEKq5b0Gd=m7J4HZu#QSy=1n(~=q}nFIz;U$$_%ykT!wkg>Q;N0WcRmi{!i zcQ;YRs6?2w=jNncktEJXKa7cja~qeV&vx6HdQEo0nJ@>;Zcj1(IGx4}CO(rCM2rMjjg6Wy|Bk!f3*iBed-Nt7yHhP;7sOPe_ zl;5*k;D0UlE|QdQnzdB=E2jsFSEd}?N2ETx+wxJ6^Hz_opxbhe+KYbz=cCLUWCl7| zSZk+zr<}DA?quit#KHbfR1t?SpRY2k)YeWru`e0DO^ z(b1gkUJ7x(3}n|R8GD{idA_J>@$o#Bu#Lh1MGU3|VKU>(G#sXkX3CRXdfjwMW++Je zc}*@4W3UVul+?j&{d|8imnnfC+L-oij3kaSrb`BL(8lY>%10MnmG$7G91+PEZTe{n zlbD)Ev7ZYn#Cx_V$}AUy%YnCsOX_XvHqK{9v%pANpnE?*%T%IIuko7at7BWhWD#EV ztY-3>nzGlaOTuud#N*s`YvWm-?4jFT)iDo?n(TVD06huzI?aFK1}M)94t<{9k^!aT zJT7_*OYmZWlMIGgtDN>g+%;2GwqDAgu>Nk+PTZc&bWVBX<2=N4?> zW2N%aa$e`+3==JF!wd8HX)TOp=?CUg&!%tL-4x;y9&Xncc0VSFq~utp1vBr`Jk4R6 z9=qC9A@bU(pK^cKF1he^fqa_Nt3^`MHf;tDeP3N2tZh6$I*Nu;%AL42`uQkTMU#;9 z9o93HGnd2Xcq?F?k5ZA{rsOa&${DlS_|S>*zm?Z%57tw*OjG9z!asZzb1uV(`iRI*7-X9-A#OrIu3Kq(=TkA zX;&in%!pPmxiQ+g7R767>)`Wbr@)_W#u*Z+iA@>AH@n%8eBnjHLnJ3mJ9?q$22Gje z|D%&lWfy-bu@q=#`v4gT8aVBi96_zXk`p2M_2I+IS}eX_%YuwFaD?5^-p?u4TdOWC zlEn-1xmIu8_;U4lXGq@Oyq7v(me7U|rQ?movV@eqy_-HPxhc$z5?gHeHvde-m7Hy7 z9QIg50H{1b@MtoeMUp}uSzGpea6JB4=v6~%499=P2UoB>me`xD01DA|^vRHd+u@b0YmWDLK1`C8VKl+J2SrglQIZn8e9oXeiYZDhyXOfN!zj z>$@G9<)mU6kPpQ!6U(C|c;A|g4;*rE#2^UXy9JIO|3#s9}ALQgVS(=BX9xZ}1r?=~U;sKx;-Zw%|RW^U- zeYN~|Sy^!2jlgH+#i&8MtMg*Gd=>8>1z{}R1D`F;N&p-YX5He}kEFaYeDwCj)NFmY z7knc|K!3NEYWK&VFo5swH`sreK4++-ZMkt*@d-cxpXEttD3Ie5hRA2jP}Jdn z>=TUV`16P;M7*-_(gf)`N8?JIU~%D8pm~q=zAIkBDwhN`zeA&GCOO98b6t zJd7Mi9Mjxx$5BUO!BJ?|btm{LInHYOc6t9CAO6%TW5Vjuiw|d_0J^R#M3CX|-p5aP zqdpy9lKsIn)G?~h{#wIWC}i3PW?pSJD3-zXg;Zdep6ulJO2@~J%psPaNU8-Gj6AQl zc3YflL zroh)})AQD#P=n*FmNZWi=J!#TjQ8dcgi5uxUy+-$Y8`i}MLec=!-9XQChZf$npU*} z&KjBJSS7r{_}3zvhVRP0hySWnW7VuSqneA3;G?Q*8?x(+QoS3bOtiRZr0{(vjU{H! zWr{k%#^uz3!E$#VB2Y?8ZuaJ&x7u8MBfvMmMI zUUl5nJj3tLvKA|e{N$o_bsW{p$2gX(4E3kThr_~gw=5_F#)soLOv<+A^I1iNib>vzi-B)`~1fTi`wHfq%e-8r{jg-Nl7wm+lR{(^0$x;=YscQ^fg?SG zZiP9P_k&U&M>Br}%9?1o9pDv(yN$22uw*a_Dy+VuWe^gfn9jzxf> zN@s-?w<)KF?FspT9p{_WlT&X?YY4nTtRlb1%&=79ExRoTG7=i}r#X2tRd~(V?8Ejd zZZnd1eVTte4PYg;Jcx5X_^~Xjl7!K3F;pgMno|&luvx2r)F|q3EJ+2Yb6Aut(gduM z$b2^PenwSKWNd~;>lr2=)nVms5cjmbJ%4y_e*AYkKF(F8R+ft2!>ko(Kh+;uitLP2 z9p^3BER*vVo4>*1$(5gO}8wbHG?rIY-e9V7lB?_P`P9HwlwrSohZ&x4v>2-M4 zX0m)gf)8~lmRp$S@t;K~s$Cp-oO@=0O85MQ2PtNJmYHpfgB#M1@2O!Df*-uG+3YW~ z*j6bxT`aFY-mdfkgK;ZS2Oqd@IwVq!mTl*pm)NB`c-%gTU3-=24aHg97%upO!!E}) zW2JvAA^iTy@ue=rlAsfr2pnh8(lRrnxcBqBeW??%yuO@iYbc5Gr{zO~b)b3wU5mqM z#>UcYYr;I;hMnhvl&9VvZa1Fil*|DiIFid-l^kXf>pXaq_fY8{7q9n^cm}T;LdD#r zD)_VIij~9$wfguMa~n$q3{U0b^NI8@-SU6ad(=E|7Uzy-OoN8fyuCZd+9dD>&CN2|*Mp|&oohs1ltm4bt;T&6c8 zMAr`Dkt9?@cL|FE#kL^0)7X}@R5L#rJS~GQ_~-ORfzqm8%V@r<9SHE0`P>COam#;k z=Kr34mM7R=psI?@R%Hji9?b`jpoMPjwVJfyYVc4M1qB}*m)H@zo1Q&*#2>inUf_$b zj|az2vK-Q+nLz*}) z%hi4M@Y!6X{?1ay;1R$|Or^`*pk%YFcp+39jipQ^wqXHQzXmo;hH?OD4u5w~gIcB-_P{dO&gU@SE27=E;|CRebaIfe+wlP**-qOo{l!r<+crpPyZIzcD$}e> za3p;u2bFQWvKC4QdOt8;Ei)_d^w|nRwbX}cT(FO+m81r`6^0N8bcb89%acW_GyG%m zzGXFZkotf4k0KL<$sBwvw4#5i;6pv6(Ox1%9AD}pjsAJl7oTLfKXm0Gh{@GUz7;7z zW{3YE4D2|*#x{e4q|AHTqqwc&vTVz6l=4{06i_gBc|R3Q+cx;wnj2Vf8h$}A|4|;* zq+Irxo>y&YiEF|8*4o}v`1EwV7xlvy)q*tWR`4mA=d?@?A`cB`R%I19vZ1vXSn}VOQT!Q9?NsP}){qilt~x zkpY;sqGq}O@y6yqDQVTr)(DBsKlM!YaK`p#_3eRCwZo2hDXaJhsjB0%ma5y&$Wi#P zKFP`LMs0Y)+Ul#fHJyLTaD1!dvs3^&_6XYG^x4G8PO2>|jRO>Xu44<%>W1C44UaBE ztIaN9mnwt<9|(t1i34$Ej>C>^RYMnE!O3xiuG;$|vuw3p1E1;;jg4l3MC0Zl@vWHx_icnStQ$*L0V)$DWv z-l{;L7Fc=VB{i?rU}WW91)g+_S0J;-cyPFSIkzuu`Hv#rep>ga9_Mp_nh;iukFR|* z(KNhY^=XDDq+*{woU^Aga0E!!@ysQn3#%W_YR*^<(Pir3EM~c`@&jP*avT3{&lyMN zh1tEt7R#;HJ@S7-s(-V*qOjm@=Huzj zGUOtUm!-HC9QnoQOKVP!fRngQs(R?MaBG@tRfmI|INRY?okMLmiU3|}0!IihDn}VS zizd~@O-pkY?`3v%pB5SL44;FE;$ilT*vLCsC|qSFf<}Mq)m!s{-DXu_hG1HMlOU60 zMb?=6_U&JUR}7O`D$-YZKl`XpH7eZ|GB*&$QTMdlMnKHC_5*9Q`aDba|8~fKm!#^9 zwr@w%6-s-g0@!xRET5b%+Pj^72{#^&YpB0kS1g)X@O8WpE-kB?B{=L(hGXk^KZq}D zy5bwla2$U}eJEEYt9kqbC$9rA=k!5#`MaL{W5zMS$bxRU(Kl+a89tDnTo)D(>BoO_ zAelA#fx#Cwb{t32Z_lyb>(hS1;nI|Z)66&l966m0C#yOOd_j=I+77sp9v|kyHqz^% zjJ=-jH)4it$cA%zllYk*nXCkStDiNLIb2Rpd-%%RwzPW?X7N`2sY0sQ zIu7q^;~vA(_X`exYEv657oETe|FUbRS&%Yt78|!Q8=9INPT;EPctwfnrhEV&QUpR} z(LH~PkEXJSWjqL}v!?%SE8S|eFD)c#a5p0cYJzVcOH;FpmPI6Ut!T*iU~b&V4ujmL zj-z&#Y9+gx$7X{GUA?%a7~3!dOoLnVd}{WxApguHpF=I$iwu~EdLFO@PFM z{<9O$Y(qXuO5{4e;80^`u4*be;9;qGrPhC_Ul%Zxrjnq0dc;h)kr?~X>%mNa38_y~%fmiS5z;jUI^UK}+#)$V^6 zq^;`9ib69drl);FZF>_bj(@C_*V79|ESRVHXt1MAz(L5?dGLPxf`NEj93L>oDHnp> zgnT$iY;O9g7(c7yN8QBb;k#IPOG5(KD*lkzYJ4Ld?`L-MqPB=So&H%93idSNvX1Su zwyOGxqw4nB{l(|lW|KfEOFM>AbN+wW?SAAK7=GH;0;-S}tG%rOA9WgYfnL;naZzP$ z=!JyIFW#PT?<-E?pzQcA_7F1RtRg5}q}9-h`L5>W-lTBn@Z-_3ZSpr)Ac?OuofE;47>A{H`78^G`c)HQ#f6)xw7 zcZ|n{5QK0#zPp$5g}t5}AMltqg#}Wu_s@eLR?)j4Im*+1_hUi`a~*qXVSE;KAQ!$s zz4>QBt1kIYN` zR!c=CF!L9=XArYnTk+;d>hFKW#1UuYi-<`xw$mkHs^Ki`Xl-DW@wOs4f=fOfnKV}R z$v=w4XA?G16sCGF)VmiAMixKsgvA@W?BcxYlDGARnV&B#ZIZErjTX;f^#N=YDNy{wH5 z?|YMJzx9c*YRH6v04jgo+tbY6fT!jg1|O2dUydJjmIpg#S)%y|QPYgWqKua_ynDQL zJ10W=MDGU=JI-;)-?xDyTk*q*TqK9p-ijDOFPT2UFptmE+^eR{7oTI=D@z|_DjTf) zT@v--YtNjf;Yl%PFC~xK5zD)QE1+>G1Q^)o$_wyvi=ma*6u5uw@;t+n#r*<5NC~Br z&liY^>Ue>$Cu``f=H%YQ;mm6p^Q~?UY`~ENVVS_;?DfD$aNFjClcM(m&uV+XT}@Jw z7|vX!nk+4qIvt;y$5?K{U3`pE^icUnhhvy`&%#pinw-U>dx1|)aEw8=KB~6|5A_1A z`w?f3RI0MkEKh%A0QfBPUxVB>yXuE)zHzvcE^w9VrVeX?`Fw$dAaIwoJGZHLCa8@j`z=p zr+GSa*6W*(hb8A_E_jEAy>vEqA%WBBi1RjRn+Y{l156oR!`N{EQ?C5YUKh5|E9=`RC?@}Pi zoi~dY@DzN)?NQ}4-p#s8fG=~T-%=y9djEWPx|e?@-*e``5B#)gMi|y?EzLoPiGJE; zPRNAe&GCq=V$ncmH6P75-7H{T3NRTw;ZCTM#YPeepM=k>wb&hx_8Vn7MQTLtDZRMSeyA(GNJh<` z&w=lzrR_y+v>UO**smFtI}96rRBw-LoA#E92eVT(ra+69!>qEA{q#)v7mU(}x>}oB8C+EST~GoJ<{nT@;n&4Tr?E zOuxjyeDpA53WLR#D;9HtscPnYKcw8{@r7kURJ`o5@2yOtz_4G~ewy>>yGDOU{%3W* z$8p00-gJCatp|-{wbMkYE;-DOj$R%hAGmEhv~V3)3A{^wNYca5+8%bMknUNtcB47; zDjy6=xmDXa$Te#)GgnD<(erT;0BJHb$^~(lC z-O%Ou(A?dyE;V{ai5$qJ3x0n*7qsBReE2b(?i{B>2i-;6<6w|~6@**kEJy}jz5PN~ zah*$)QF%UV!R1nSPT$jBQh_5klHx48*)t#5RWYZ3vHv~8*++f*al$3po#6+8*|u@u zHR7{?)OgD{NOi|;;9GNk%iUAW=LO%we8q2pUbh|Ff%*)h#3Mb%(87O;0*_^fygx!0 zNQXJ=!(=*q&5>mpMX?OGvWUQWeY7OBMD3W&C<~|F^q6mQ_jTZd)aMepK#qAWi5ao0 z(Z_E@Tf#CtA@UFvEf*|kmn3>}^EBILFiVkoXflt%qa8WkH6J#l7eZA8$4^y{ z%O*AFm-kcQ3#>SVCYykXP#5*3?+E3zm?UA6t=i$2T44UW2(W({cJIUF{PaWWOfMqF zvJf)dT(C0QX@*~cw}Z<25g&3+%J`bSIHr5rxP!(TU{t6U!}eFb;; z`c_IZwBy}()X!7+)X^M9%GsvZ=Ysj!f0fy!q?g6kU+#Y*Mpkpy2Tyx0GWE6)4vu_F zWNAD^Lz? zV}ri^O<#YiYV|S&Z$+}fc1Z=K1|~72l9Z(uVXwP94b%0IEV0`BSy&c+v@W$&;kI0Y zV$7=3xWan;yv0l|o?Lbs+Vu8_ms`pMvG(-f%Y5&V@a~w;ue>q0Ew(^-m352o6ph=Q z?3?nT#rpy=5mOh+5HE}o2!)g}DsnJoJ z6vvZ|30QDfs#2p`G-%O-4DXuKTV{FH=VwJCG$t~e-|=v7lDifGn~kQoMk*2e)qk$dY%KZu<&o(8kOez-)=ZqL2vd|+tnGwMI%+E z@*Mta^;urWoZY(wI&SZOBe{ffc1Z8V+v5pl=mA}D{PJLqyPo;WGHVM8rWfB28UDC(GTsXRUG)egVR&PmY=+*pVVMfPfX?tdl&6qDt!($HH zJjI+zHS>#lMONX-#_o`FME%soI=ao{PzxGYDx*VAcfSm>t4*IZl7-1`peG?`~y7E)vc4jqx!1A|DS5X;eGvNTTVp zh6=V@+rv@4`e&^vWm9D~)osggX03CWctL*IAfZi{jI*$U;Ah9AOHTxzy12pU*)T4*-9jY>io}t_?u7c-~IV_?SA}N$cY7q3ArPkw?saD z{SGimsgek_tcf`Nbf@#9Z_q%Cv(6Z`C+`OnyL z;om<#sDE6=)gr{u!ioFi_Mxrin905u@iW>EsA91v( z{fEGmuke3a^ZBeW0}uEct=Ly3O?_yK7nv!~j&G+&k|K#)OB{gI)C50{gGD9KkI%Zn zX9^G$G70Tq)I(J}h8i4g&g2SM2hc*!c5d z6~aGApB0OrRKNTD`hLFeuxDF6d&xG?f$~DtqKFR?es11C2R_)XT6RZ+51y_hcZY=j ztNGx-l)lJP2ueudBwck}6kQjVl2jU`VOhEqBqXIfqy!NVBm{*8L~>#1?vz}lOF{q4-H6VG|hnYnXeTJfa;(m+dFXH`vcV&-9u-n^4`nI3&aY3Gp` zI;OrL&+S=M4gB1A_4)<-!r<$T(~PO7ey)$&4Hm{dS~yF$T|HZ2it}vaD?E4M;Deu8 zR~nhVgO`pAc7)Wh@W@Vw(j60F{O2aNM-7J*qS*%rj~Mp30zhRB$`R!ytQP!e*lpE& z3HT+-mhlIZ5;K}%D&k8ecr4iQhtmm~Eex9vNNs2MQa0|@{5fmlnb+tTB*7-K|K?i0 z*z6(2WnymjpFSIBGD9O>jot=0)HdN$?A4qO(l%!8W}cl=HX7X}-Jh?Uw%nO|Ujz3H zEtk73*T+(~SA$Y_U$Lh5p87Hz&F%w`prgH~xS#aUt$;iHF#;PNQ49iAK6bnCo3(;= zElb*anLM+&vD0^p)%O2p@!;G5_E)`UUqvt)p%o-9Ha_fX^-O_FSV34}c(EAczR`Gd zJwHn}6g+;0=Fb3lDLz^$>*%o`-g+x-U^KcY23`Fr>Xbv)OWZXZupL_QksJd8x+|_R z)&m!>W~4YZS}`gHqR6nw-6P)5@R%_by?!!8LErX+cz|coorq=rZ}!&A80t8VV1&OfUroeLQ#q~*~ z*XOKOa{4K$jT4=_!QptdU_Z2__~GDWt~HUq_msW=uC4-UyRV4WOr?J)h33lr`-?qy zf8i;G^(-MWhQa#wNTh$iIzBce00{a*+o*E*TYu)aYw7a&@naDr6SElq-93rLPRmVu z?DaBdFTZ=A+XDI3)i`ke==bj3*7kbK#aU%+Rs(-pird|_<g33tgofYGf7a!FPFor<^9VK{_a@bpF{$KJBoot!FtI~&A%?p2rd%e$1@{e#g#q0+2@6KOk!&8 zev95OR~jZgIX`-EFI4#MLX$a??gfs7LMT5+_~X|(LH9oQH>ZRk<}Wng-IaLVcG=Nf zoXr@N$U4Iis+?IA&yINFxSU~mwUtPTa{v|dR?2`ma@tQFci9riC3E_<%oQJ=XpLmh}F;vI1}Jzc_^5+J3nfBTk+W+#mzE&%b&^u?C zCrD|-?lAUwxChG=OpY8i`yD{*649lE%P4V0K75r54Q*L<+dyX zvDumv34)JroYF4}a$P$wUaQ(WwUXqO3Oo!AcuIZ#nP|u~d^f;(8mS<8_;ZnZ)m{%OjD>+SH+(Qwm9?z61MO zW1dVDny%dFd%=s1Uy@2EUTUbsJzWXX9%}q+QNom6WHT;;qyhF4rwMJ3VwPm%SnyuQ z6vwIlUeL0tRM8h~EBXjGjVFn>bFGjNsRoxdF0v9@aW^xetMTZ|Sd7>)PSp7KE8`xg zuy>5c6c%pn;?Ktfmjo7ScS$Y|@uRL{Nfgm(W3iX!vEYv9L*ox^c+P|PIZD0gSDCGq zo+m67dg*>j-UqT-{=A_}y|>;t$_~>Nq$MZc{I@67^ihgmYShh5y3M)!(%Fot;!#?z zEqau=Ob))O>_eOqX>?jxeqZTfx^Oj(axQM!Yw%R14_z#kpICMuVm))NhmNk$pVe~{ zY-Ef;EzNCyUE*qN9965=ed3#QlXQxr)==MyMeF9|-8BK0{E%|b0md4A^wG`?Vsh?XicIPv-q3KpvvvfIcprYpZ7x z7*3U>5c#gRy%!nTp4R@EX%^3F$eFiRU$w8ky`oHlVR5@q)0U=C{P7Ge)G^kO^xi4( zmBDPCn4fBupbGjo-l~cs!%zNM&o|T6WLQ{}BK`TCyZkn~q9Zx`g5Ti^tb zO(ZKsFz9Bd?C!*r#pBouI#mC8A=|YT_LpYL^XvBy4`hg{0YdN7<7>HtT4LRGsGl&g zjGCk{@l6ZF``+_LI_3uyvaMY}|78)NlvXCs0uE_rsgnuK=gKC~)V|05w#j-hIxe2& zdd;fmDZlb)m)WB>852#($&FAlt4IQ~+5blF^|jCZZtz9)m`k)&c98_0)`6M5E9yV_ z{tb2oq8Y^#d%mk-gh-(uHmhLw1={rx^+X zboO-5YQl{<`r#raXV)KR#Dfi_XJ{Pnoc4zwSmWtF{m0G)=wOPx%G#n-eHc>-kq;on zax&LcMgXtmM09*q8Ltjl-Tsc5WPfG(_D`N@QH}|#B9`nTKg1#bA2mseH*j*slTI`N{KFAn8civ}5*#%y&6Qh?O;(TBC)OZ^S|T_GRrquWWbE-PVv57_W} z;mXVcH#lrzywl)&l923r33{e2suaf7Q1rWWSx#yb)HtM@=d~ZyVj=A*=)j9f9AZLY zc^}d)nX2cO6Y#cBbJ<}#p2H&iAu^?Afp-G+9O&unQ7dJ#rI+%=i*nL+r4Ly&zO<#F zPhvQ4q#@-i)fn9+Cz^-PvDonbrqgKqfI|$C8R6yesDQI2QzsE)gdb#wIAp(6qV5wY zSO5j{GP~6uj~+EB77(%0Q<&Z?4o-z!RDbOcWx6GAf_;&Iu@z-HJ4GM-Y~UN8h)%0S zv-M*yaB3X})ty$99FTPO$LNK^oZ+UZu?pwsyUf450+rON7Xiz5L`30hkg$adg`j;p zKdeKlp*iaE7tNt2Q&?X2?y?cpT&wdP&EvTB_0E!p( ze0sdf8ZMt0kR@L636FG6YX3;KzxI^-O}R|_%`0I4%#DA#ykLG8175B8hag*fa!#_{ z)iYhAXx6Eg@L-&tVuZt;d4CH0>D?o81_y6%b%+( znWMt;oiMy7_hySjEyRa%OvkZlVs5qM*JpB%BOBa1NwL%hy~blX(7kmC+&$$;D$*cJ zn`5f1e-bJ8K-1iE^=GpP^I0In*JLjFenUsx!cmj^dE4F7)GZr`aXl6=%E!4-cVyK* z$!PqC);!Y@=>@|ipTi{9B-=MyQ71k~E1)=J`jGJO%c8J+pvrR&hFpA2vYw-e_U04_ zGITV@0|(!Np;Qtnj0Ju_e}Z)+8SMC_J&BB;pB&g2JxWJ5bDr1l!NP7%HXUyBXn&-P z_Q`N+i`bHI7a)`Uw8#$7k-N$FK|G{$?5SgiWU?ba&W#g!yu!T67jcW1Cr_3mK1}ml z+5NFPv(Zi(7=Z50tJoPY?n4&6>Mvz_q5dj-#h@R)0$$Sn(8I3 zRN$;)&5>0ksL~htN^%+{(VmMq#j$Y4)*=a#Pk?K{Ll!?!Hg3SqslS-1TigIqd2?4V zl41~)<_?6fglD%ET&<1@=I#v*D7nWY-w;Xr&EQ{3&#R<(5Aa(!I;Zk>;Mi|3cq|pj z#llh+Y*xzFB$CBj7RbVu2V zquzQIdHKN5V@KCM*#tq-adHFB{(-P&gY}L){bQbTmY2aW~#IJ+bFqqS762@CtyT`yudW73}?R*w7p6$AQXG5UQsO|)RO*=O2h~Xq;XW4noyOae(rClb>~igE5ohqKwn9~50I4!0Q)wkJKyc!D zH)W>s^Dg;b1jC^mf8JU0#hNjcSQA>J@?$toN@^+8q9ahTxNHteJPcjZHGX|}6T(K) zm>2;Fs@x@oSd*lrm>iYKiO0s&eJRUG=3h!#4|{FR5Q<^!#_IdI_TuXt8DBb1F-748 zaun>fkT>dx9tv;twwJ0YVu7n-b|T)jC2#-5}B`3<>J};0o0I#_CJs)_vv0 zV~ODZJ|Zq(gF_)n#LtG}X%C@9WIHUU3!&)JKBT^Nso|gl5Fc{qwDQleFYtg;c!%6y z-BBYskb~fM;9F97FNVrB`g#sib_H6KjM>UKZvJ;oQv0Lzx07~2p!d>-sfP*h?j-Gv zbBjn6G6<+-#|amLNLFw^Igs;J!^5Tb0o zTGj%p&DF7JDMkrg4d-m1mdUeNP?lBM&ul^=ttk&qU7xL}5rdtH-{TM~lc5b^o{--3 zAM=~IK>#X})f#rdqqB0&#~{($BNGXZwBoWhJb)lMl&jE^cbQ0OVFA_W%7J>GB2DLE`7=BeyBErY^`0%TY}(TVB?a^Q-+e)E1QVND{UsYAJs&_ z#`yp-ty5uI_|Vu!H`c!)l4JDs%IJ4(vdCq>xW&+5aR=6a+SUn@6Ou><=u)Pai%E}< zbsUBr-r`6o6#NS|aIAi`lmZ02Gb`=cc8JFmulxgfmBtHK&F$A;!YsyNOKJwt6bKJZppuQ+1unt6!>h+a;49{oj(Kzv!rB%z_>dee}~zCw=EXC6(Jx5>uxAr@{xf zJ&l5`44B&FHrBY@po{{Ef!yMc5Ku-bJ%fg?#*SD~O4q1Mc&rBHyZe^G*!s3Z0d@+? z8rMl#a7F9C2}x^EC{H`;fC`Su<)7#_k15{(~DW*-<9(_TXK3e)AlSiz`F6~rzR3x@i=dZ#d=B=Yc5Dgy;jBhRHKhgv}J-+DLuRRFPtKMW1opDl<)U27K} zNyX|y*vEyi#Tf$am7eq4Anp-866=ya{tuv@)jD2vLlwniKlQ3OOR~NIRXYM3{4Wk* zUWvX97-4M&(Rod@;XnMtY?F?J%%f0V zNnN{eohsZ7g3Gs0soZ%?9yaskWT2ZDbZF5M!aFZuF?1z_UPX-0vQq%p+@c#BzvVzq zCa%9YlKZ8c_}sqy$sd7AIif=~^yrdb>%ITQMXNRcNK-e6@7lbT#D9@tNVDf8o^J_% z_=re*ex!G2sht!zuE$=+eLM}il(ORG*@B8tL?YGGJ*w`DDVWh-+*?0Tf~;5rG?kuu z9JN9+m1@Q~a}rVU)NlJno&*d*N|i1XU?3ijnw_d4r&iIbH{Ze5twNAs)8Hwx7@B`-x+Xj=8}TiqpUWPPk^QCVl`1l$rppIK|Kp z_Xbpd&-PE|kGd6aSTFN#F8w!7a6)`BCMbE6F(w6jbx*Q~(~Eh7%#nSXGRGhhVYx31 zXfkbT*_dlwgcf;fegY{;xmLeNI1Vw&KtmRwz{u=8Cdhw+przX^UNQlsX#5dLsVy(s zg?*t_d5|!D#t`smW$>t_zHrdqeaK=TaTJ4z-U235mIMjtCs`+^e_w|y5h1Ih-(eu2 z$)9GGK<0$=s;sm(H!;d#+Jn8-BgUHBt{Dt#x!8MG6YyBjRCIIARu?oGoEB36%<6v) zsjVPVu*KCtIWCnVdc`Yar$pB;hs~|o|F8Ejf<&>^J$0c-wq{KTJg-+#2r8t8E z9dhB}xmW2V1-N+1i5)Aecu^*wTV0lL_Ak&nZr$q+;`Rs5^p1htv8xdl;KN3u{H)LX z6TL3jw8CDf7u^G8@k*9vrxhWncpd_Kk+X{m@etfY#mlerA?w#f6W{(?PjiC()~u{^ zp#~G^r8)6NwM&n>QjJqxL{T1q>7VE?Jg->LPBB@~eqD$zfXhLbZW}lmh=io$Li3II z-+??@6WZAHI#^L2)x@SSc#OTW5d;Jry?KHCC45aNox8Kuu&dlbtSb5WU20UBmESFdn}63W`41RE^ioB#n_7ws7aRjNZdr>r35ABEwN z)=(c|k*$FJ8x|DXAlM~b^I9}4w`1q{%GU$hr%Y&^fMPz58zlCk=uO3}(_&~q;O#4w zK~gyAS>CqW@EcI9%5E9aV8V;Zeb8|vbmS~A9^aUA{cdeWvB*T~@{V7}c^-=?ayJyvpU3JbXWB2}wH$-RfyUaBAO#e@{c=EP;fQ{X zssENE@~9z1a@2MUzOS0s_6IE69CL~m;Sm2kr))}N=Jk%^AN>GH$MKt|2eYoDU0dl_ zDIA2JzKkg2uKvUMAeIrVe>|YxjDwR>O8db4IH)#QK0GCnyI?hllgJ9?c#et$t?D1O zHCu=l(;mPM8>(*p5^G>Cm1!AWZQvAm1=RWTcja-~=YkFaof@`Q7UOHT*_O83FWgQM zG6ii#+as-ESRP!3_NwFMds&c8o1xKlqw{OrhkkW$uka(hE+(;l!4un&? z?9-n|pov@GJ%0^zp9FzM`unLdo+SnKp_-FH5vQO)0{$@kb;ZxYB=6OBQsux{jKFFV z0EI4R+NLRv#^8+N7-0KwW;yX#=Q{8)VghI=%DD+^sa*dVd%Jegy>mQxv9sVp2?R)V z7GIVrc#FLFLP*`)NdtFd@NR?F?CHM$vKOt{P(p>wpQu=IJW~KybLu3;T`If?SqC>V zr(pU@-=e%!69Py}kL)v_*75!q{leNey{u7I5{9idZL<%u+$@o)r68MTFkUeBYQ&a) z1t}S+vU7bj7+WA?X{w-kpj;+ZtTB?LQFz+<$}rWpB|dH|w3M%UVk_BpQxJfSOut>KwT? zOo1W|1Cj#Jc{Gne_hQ9uUARV>JT+y=LVmz&r;P0ZDOnXQsA- zACrRzEK?q?6P`*+36d(x=1uvN1hn99h%M$}q90&TG&d5O3tBE$sZ&uv;Ypg0Z?A3}BGr5q}d z-s5D|0?a|Yw=&>;+iw73%;@W?-(~aOJV&l?y!F@l{PwHhdh6~T2bQ?_>ZqnMB+^E- z!4PR50ko~pnz-l9?3HkDIA9&el(}S{+yWZCa#kJlcm4k;pl-k@NL!F87Hxtb z&r@4ikSUm9o-{0#aUkJre0C(P98#nSRV0~Hjmr3MEVt7%|D#s03#Bj>MCzG$rvNjL z_Ch`6=5#3+?f%_F*^>9??R_#Y=GYGbaZ{%t>1HkKV>=EF0jx<1cMA=Y*g^LF?zU5S zZh%H=DaC?7(%pze)fmNpeUmT9K5nCO1$sTsJ5=`4yZsu7#{{nB(DS@L#iCM{_3I|&%C`i$Ur3BQX+LfT zA~!Jq1RHSvq$z6huYcy0MjxkE0~VOANs1Qdh;_jz1JZNJ*GeUc$|g6mZZcyE9GCha z>%zsmmOuLLch7!Q>aAjvodz=GUcb~z73CR8FbTOhFA}^5vxwd#^IbuF6Og*oud2Iy z^`wEzk-p23cAo*UCgAxgxDuc;;mrZPpl!1rm|z^S7Pp{?dH}=`wMg86+b}ZR|FWgD z7vu>yYM>0{=J$VdUcLq;-N{sY2LGaX;~&s9^`kloJYsnms$-SEswxP|k12VH`*H`o z2-^1dgzCBwpiuC(K(eHhe%@m++?oWcxHzOQnn-*PFuKQ2EI|1(mAr|8yO(Xp*qkCY z&ySY_vv*8e!Z!rI75m+eg`}M{xWC+AD^vCQME|Fu9?G$H|8)NhMB)(aM6ITh+wl28 zG4Za3fVaQTP+UeWpm9wORbbKmIW2bk5^Tx-+_x{j=pJO^uObOC7i`ae{ALzXFJ+De zK#DJYkROdntYL)CA?oJ8DnX2tV-)Pon>~?7TVZY*FB~BCI}3H;dhP=@)#IfKT@N&M{(jft>#-WJhS53-pC(ic)&z2jb!&we@M$sPhT<`yGc&&@0{j398UCTLcZ$fJ6SjF>I};GhxX4ii)&w~CA+iHc&)Dw&XwKeToT>mtaTjfIJ1cq@FuoJe@*J1rYXZ=?`Kt41(@-~x zEECr&BR@Ph);10EJ#T&x=z9bDskRqU6kkcJaAi!qi!U{;#d03z2S$j(9>q8qIefHl z;m-vqf)vc_!qS^nka9FOVRJoTK+qp@kJTWy*q74WRI5Q`!sbBay#%Xi2XZ9i7fMIp zJ?;w+x#O&W#Y_3mpL4f%1o{;~swQd+qfnl4K|wYF=7XeY@ZjJSi^_>EY8kLF!xo3j zd|-fLa+SrtJ9l5s)j$P8en)2RCx9Hx$ei$vBnOy>&6i)G~aCh@^d`yWInyAL>;T;Q~|ZN~q-0`ltQjclMfgu=F1KV9M*4?rA*^$k4OS zXa_lWIEg??vav+NS8oiF1}XYm_w@jb6_k0t^kcnD(f|woX%Bdl^s+PGU;E^*Ie5t`UROJe>8WH`VZtfiyv6idYEAFigF<<(d5Nd)1aJEp)fIq0(Q_Y%?@(} z`%sqbciWL{IEbPr@Wk)>eJUkxV4Qc|;dQS>QIU}=g`Bl7p>AsskwI{)8H&6g6wNlR z0VvWgJ(2@{wyP8D_c8qZ_r|3W$Rwb|*R&}t3SdRjZAaB%5zNRs6~f7ON?0E4pi(XH zWmvWykj2RV71BQ*Z3X${bIi{4RJO}@flzV7vL=-IDDSfu2)W)Rf~iNS^J|+!Fpq!` zBUJQHj=|K}6sEmqud@Vrf}2pC z%>Bpo!0*%LZ-Hz}jzr}TSkN7Y22f%aqdcNZLsyTUr5~jXC9=cYXT2zieoV7lQI2vW zfraPVi=`Zbl&***uti`Qti}4Je%)S4I|4ntU$$X?;EXvP$KzW01SkNj`oqw;NMk!X z5c4ZV88`n~C&hvC%!<-mj!!5M0bQ#(Uw$hZtm|k(Nu2XI3iwbM#p8<^XTSL$zUjwE zc*jPXhWaj}dxH9lx0J?`|f!D@p0?u2KV#-yarK{Z& zh2proTgk}Vg*)f#i_P-FeN9xG(F5VEN~`a>Ew`I@cPIO4b&((N3;(T_&p+_;Nm1Uc ze139}Y}#^FDRo6%T0?4D{>1qDYFz5(OzPgW<@S2vMhZAN?Z&BxuDqd9Vm&!60a|WM z?-yFGa>`n+t}gl7shJI?&;H603{vZrBs$hI)OkBIz982_Ze@cNHkqRgi9wB4J0)2h zM9N?46sBF&`#zNC-8r}G>b8q&$khZ-x!vbtT#Xp4hh+AH|AcqMH8@25UXNBPRd}Eq zi;GV2m99S*dFsBcW3Ze!Q9Aq+5V0Pd^jpAA;4?8NlYDl=_<1Io3}12Fwfh|0Lg7)x z)>$n28Ob0+VT$}*HrMNz+Tcv1A@5MKWL;r9n|Cjm*IcoL8LWE8X+izft;`V~Iuzt> zy9;tHA&Z~POZzf!X1iQ5UYLCBuvtDtVp%`#RyKe5R|;lu7rY3UI*?2T&N9xuJRS0_ zPDys7CI52FQ(Gzh#+XFb5LkQVR^=@FUhOZNQMn!`p$~aB>@SP#XJm`mkg#`z-YXw9 z41`3x`crCVIaJV{z;{<9*x1Nz%ovxbW>;*nW|cTEsU=x180K`#lMB)+`$o=6^U(eF2>E|`Mzr%D;c5BXR-&6!w6u2 zORxsx=MDmMchA&Dnxum~Kb*%4_-f%kACaY$*+CBvqIzPcd@G;)!Pl;OGIU*HPsLg+ z%oF^2ktJ^Jb34!L#XfF3+mGVL-1|)xv$6(oETdn^1VtgY&kRgH{l$kxoxydiT>>=@=w152UAiIeqRvpR(ub8NVhv7CNfAjr zBFpdtmBcf+hpm^xnp_3K?P+6mzUH8XNwfc#F9rVR^c!x0l$!kI$_f&mU3`YxrP~Akvb=C7 zjj2I1{a}YqBkB1-tJ1(jtU2vpMcm)`V1$+-&Q6@X6tZFofU$t-BE8TPz2Mwu2v50U z>WELeBdPaYe!(48oD<}xeT~hY>vTVg$IlLIW~{RiK^IS{L~9M_Gi&jhH60|IYG6;S zDU^Se=d=#2U5FwdU(EgVbhmn9qncc^UTs!C>nOQzt#pl*mK6;wrf<0(Ce{^~;b>m( z=~&T6SYAEf0j7t(PBb4Xih4gZeLZr|q+8;e4*ke7eH@puECL70NuPR~T<07 zbZBU;pY6-9nk?e>;C377TuV32LEh56!BLo{UB`bU{>}Fgw*EB)V_8hSz%1INvA!p8 z`Jv16TiXmbo#0*k--=ihGDYXu@vlYjt4b0E=P^s}Q3qiENK#oPtV zbx((w^U(qe&bXfl1<8|Uv77ICJ3UkE{v{&)=1NmOuQcXi{S8#_Ze*vI>z?GKDTQdu zefs_BSa1;$m`YsHMDITC7oR#j45#@(cKteN*BM){Q|%Cqe|_jy`78R+l!QZtfrDw1g0zDu4L=#E!b2hG-0oBn%nRg;E*N5-}RzoG~Kwi z<=o_D3F<5hXWUsY`)uCS&Hd02`S9LTP7V zeW6f;jpq~XbAMQFLhPMqqAo`mY)uNnNvo9Wd9iP={DDoX!F~S5T38%`#rtmT@o^$h zKugOiE*>Q+seIyIxA8MV8QfyOsV^Z#{&wDBOYg;9?8WI`rNTkTrxC)E%5EV^?g#L- zh93}g+N8ySDzO#MJ;krFwPkT)FTInyL(%DiNNK&CUEtpjIJ5%tD04l8>kVzcGpS>E zm}zvz!$k1n@Ls?B8{!&k{2Uu{6szM6Ak~~U+LYy_suup#d7WSwey$y4z5nMzTP+ra zED&N?UAgw&ezwl=#j5T5(nOL-b{Sh|hOD6Wvx(q_>NReige|E)f&yA&81?&qb1sZl3`(~lz~~C= zxV6t^kdvnxCtQ+lT|kFyed6|#-Tc&SwrD+M+XD1C4|d~at>Qy0H{`$ z%?YJyb3LgZp1-Zh&0dQ^yvNxfycO7tuGuXSRE{a{Vu zp`Z(wc(NV-^rW{#BiRZ$lQ1WPw4f!&l1j^%DIVCsM}E_OIKQoRTSZyelFn z6Q=1fI_-4f9jd$Pf%O$uBx0^K0k#ilhOWmL8b#;#skRjmK``%me>4>UG-ONGW=^Zasm1U9SwLICLU3+ZNwCH=)Go3X zSNAw|g!)&}7Dj8Vu%Dwi$I)CKJk@b6lP*p^c-(616ysv2@(Y_!-qv?KTILzibMms6 zLBbTj^6iN;^+_L71>4{P{Fv!O6iW!Y^?qO@?zr3Dvb@zWr0CZdw+E~|57yIGKX@ih z2GMK%Cf0e=)#zRf9T#}AmoegT7)-hE_310|s!>7RDEolNhSOeqT&0PAt7ElbhN}Hu z(?Juud%4X>wEm5vAtz^rRwUtPhK>fQo1exh@{0U?2oG~AQl}OIfL=6X8Qu`bYsU4t z=r6AFZ9nA2;B3q6?R=(9c;=A+i%m&2;wiS0r(8R`t691symncfNl@}4^=W4>t?Vdu zl#b#+$_?*ujY$p7bzZ9jWK>{=R#M|m$>@!O>gn15p7TNJZt4hnLW^E^$eW!Gv%7Eh z*6FaWT|}oaFW&YBAe5trSSzJdw;K}QyzKQ=eWiJ1tF5NtD2X)CxM+OGnO{qZW&GNO z@8DAh)%Bce;qdpk^)?~~+v{7>4^+^$N)Y8B!*it2~ei&XUUQrnN4wlyB~ z8_l;gwus#G4z`>fc zH^`p(8Hu563e)^;cuj5ent~9gf2LB&%c9GyG}G8p8~J%KN2Iv2q#YmrSzu0NAmQN6deq;sf0FOFUgNPOJr$z@u=_g+2z z&CJyvVNf=wHAZV)-!;SoyE$4?+`=;x=O#l~^Bvfu#V^)@9B5|{Wl!eL|G>pPURczUTfr5Ic|k-TfrI@ryreK|{c*Ld%bL zRHolI2LE2l)8sp3LrxULMF4wz>AJ6=INBa2|XzyjUi9hr=Zj z7r6CBOpRx{5Iotun8$wIv%=%JmjFSw5HpB48&LdZFQm_+MroBk_4txie2@yaIm5j$ z^X-SwxtZhFkLrW5GcmUX;8tlK#IjGmnZZfLj2eGg9v_cM-qJQ+Zd$QxVKhl-+v*z2 z={CCm?%k;s>~dcpv;KP+CKAbX*!4cxvK4*ii%?swo-6Q>d!Kmv*Y!leVMf^F=EaBm zk1HX36*%-}&{T~>JaU~EBnWH)H;mxWnitjvLKkg27*r)yUh%t@7wqaH!z-(<_!JHS ztIni9YeJih)C!h2GR;$bbki`0DjFTW`o3vvWn9* zZ+&|C1NRj8tn67=5`Vwv6IZrNxu3MUyh3A7X18#_h^&_ac$!#rs zUHq3*qVls=hymL-p7`n7#*T3_bgqwF{gfGBrP}`hzNBxuCa`JO&OM^+i^Fs(=@2WE zL{Rm32QzcA>WzI82KRV6vpwe2IgP$25q)8v zT>EYy)Y5g1U?3&+nXU+M>|Q=tseib5OkPwQ&}m0m?Jn>*5XRNoGJ&*?) z(*ofpL6x~MQL1GfcRn{{?&ed19uK?}u2;vfxfuKet^=Rn0$rYmwHq4mHb)2m{#M7I zww`xhsgivd6lS+i#b_mM4&D;&1-kn^*}9N($DDg{@aX6+Hm80|Bvw2C?({*$oajZh z+e0shdASPmBnubeK}sRBFGO+P#Z4j)5C?gG4LcsqJt|{w5Q#L}`9cqGFO#{NItVC> zg1O24bB|xg?4ogc!8K_JziEgr01n55=EQrx*tM@IXnByUTZRXD!_yt!Y|pHH9^4eE z{7|ikEYEgIT~=bU-@!_6?e=%=$rs7AM>rm>KaTf5@IGFm!E26Sh}Q1DwwCZzpGoKb z!Enzz?`{-4d_BgkwUpcE;Xb~(Ga3!~bVE~JXW;?v2lbUzJX5ugu%6bc2aKR3-22bP zAkz#-s*de%cSd{FqP9Ly>B1hH7Uwjey*58x^jX#HN_qe9wnbjT=2y`H(U+T&uZoPv zNosH8ckSDTHI*I-M8qPox{-bOy3Ty9@OMje+?z4=>a$a4S&!2#Tk}3PEGi1onX^lRQv7tb!mOo#Z0W=3=;?)V?g5OZ{T>u!js zhC}q^HbWHNoI{e@nN~i)h^5y-1K0`Y6EZ;eu@x-phs=8D=d2Kp6gSvYLvl)ii#Qh} zn;bpsUIbP@7^9*y@&2U|rb|c!i<@}jFXRrTdVBW_>O2i0tx)PSt&*xEFI_%=e!#u>@$CCjO}5CVYnKtjD#Ui1VW}YfP|FL1 zvJdN2{%Pfa6sZWT6{JIS438FII!_*?e~YbebCkSObS1k%M&0iK`MlnV7lw_QSHqdj z#k;iJ;{q=NNcQ_4=$qzw+;cl|RGL8gB#nZ_=A0b;5wcTcjd!}p)=x&5LWi4f)(T~H zE70wz${?@OG&z^*s9l|7af|@ zn24!7O`{#^+xOpRHc9@6Uz$g@U!X0<+H`QcEN&W6VlkTyYq>FVVrbZ$Ofo;j^l_Kz zv7i)J1w@Co`iSQtLsZ@~?Icp3<8)o56_ftQzY#;u$U&G$xNTYl*O;ZgJ`!#ZM%DT# zTC2dWuQ)J;3XI9c9^nC{P-y#HgEh|%w{hwBlu$BLb$&N6ly03b-JE|D;VNtH5Q929 zjwJB>i;@J;5KWY;+77XFk`e<4y#d5))!zXRDe}2ul~HAI;wsEIZfG@g(^sA1XdM^hgAZ z(WMyNErrv^B3r_f@gzDdOeQ9(N^Hh9J9ZB4M(q4*XZA!0^Ia2lkSUuvij2NH^tr@Y zO>hy}5}Ur1m?giU4x7)MvgU?=_jZ{sXOdL-8fAwL{&t}K<>i^6_;`p|rTXLnw3mJM z6gGlmuH+(>2fCvu6Kq_mjx+ZBS4M&7>RZUNtVLD)O2*vBx_dI>3DH4(hK@T4^@bh5 z>4)FAzJ}xO&51;uKe#mPMvp7U#?4HBh;(L&483*#c>OaC!Dz5lG_BXW^WlxufZhcT zk0sP$=vmDRGo2?hKk{YI%-!Vb%UCPSIo17w0^iry-}CFh*lH0}#;}Asm;JB}?Ut1K13TeB>L+7O_07?yIaXuD|>x z3wj|)MN;KW*$17$Q(xxOdPtXF6G8Wr)$U_>|J=G;heZ3eRg^*GHX~O9Ay$2+tzdrZ zCo546W3LBUDugW;?}A^o0BRCkK!10^6OFiXmv^?sQi~7RItw<)IxO~d23$9V*8IfT zhT{-Aogc|Y$aFRK87MZs8DV;}X-XCHn9T-SpI#hjF_n)`H%Wk9K4$ta7qpYRIT@^i>;Pa%p+PE#9cI-bAaJ>A*?~i`sEdjJH27HYY zZ|?^F)kinEW=s65vA4KWpTuL_w|$G|Hb=edOUW%f;uSnK@7NrF`rA){+fRqqn%DA; zpsGQ^#na0ru8tMECxVEx#%M;hN1=w(tQ9I@-8GT!O$_~FP3*%(e-6Dk57Rx#tOMgS zix4>z`81V9!U>CT2bR zO>d5|ruyb}$zqi#I$X)E^=Q@Sr8UpFT_uuf@E!Ws!7apk=Z{3zPVSgwQ%@t_wfz0t zfd>Tfh}f!3dCNyKb=q@S+jOOy5Mok9auNv$q%6>=#6FYS{-rJAmM@Oc5pM)8iw&U9 zO-xvN*v@U>eXxc@!WeJvJ{|^)(NeRv<`_0+gt>Oq4wTw|q>+<+F<=yJqn)keE;Z0| zJKgGatcH$W9?sjhxxGn05|CjzZ=?&iH<+d|7Nj%i`ShqOY_XO=)#+pa-3i%FBo0mg zLC?S{$dOaZ{dszZ!GXeNQm8&EC>1z*d@O5~U~r5!WNgBG`5P| z7mptzG%iS@?^+EHqfLKR1fl*S& zfvM0YnqQ)Dw@&HPF99+3pY6mB)D)3g>RD>Svm?l4wqdI4VHFOWL?CTvCZo5jKe7lH&Ozb0n>Bu39Wta z7rLti4D0Ozkr}sp&Hu33N<)P=ect19e~nshk{*^cO`CIO>2alg_Ebx!#6WPfXU<(eiA zaRRJe*S`lJ=TVq!&H$7u&l75&bz-?(?++Du-($@Cc8_tP&**pGqcs36bz#&)pCOcJ zZ!aH9+%jqu*?L-NeFTra=x%$)YMv4%QBCX|&EuVc5oLNZBvnSVS^Vw@u}IoDk7>1Q zRQ8DEXPbS>5cVs==WTsaT0$8Za_7(g2aiB-zsE68x>lRj#QwC0+mGTbfms|DaH!Dw zs{|Qh8;<;CLwPvTNT|L6oH<`r{C`lJPd|K(h~q!+DZa~14*|{`iN+%eKjVSdMbY-i znxPDaV1GxTv|ey1cI*A{$3vSydpN(fr#<2bO(7V=yyOYdGPR3PP{o5#83u4{W#jIn zjpN@nQF>b$1I=#20`R%~$gv1Pb`s%$Ov6;n2}7&@E}wq*PM|%aUCGD4D}T)WI{(F^ z?|@72weTYtW1i-AvLG52iv%XPx))_?e6B2#7HE?v1rhLv$^8t2knEVdc?s~*fB^J@ z*j(=giAqglgy)ksZ>sefj2rF25pwJ}S=1Ijzgrq0Gam0|k(dFoRCt!2pn4Jbe!E#p1-W%dptX9>FM2!z7NgC9}BUcoaK^ z7t`$t*7X06y*KCCY)S6?{Q4BHBcR)u%iI@3200p1pr_FVWDqoj9u7wYo5GMI5z?nu z{9-vzo_vc04XKTWfa*ro|7PTqCzr^G$XMj-x8DxKm9dRA-G5%Y(6Y&v7qGs&>&;n% z+f-y^^`2}RykPdPO*PW&#{nNI=Loo7n+L!0?&R4Kz{jrH^#O|C1TGStI!~&3ZKoF9 zqo_Dy=Nm6Gi;wqP)1J6juqis&PDJ8n>F~~4ww0j8=<-0 zv*abaJ_AmZyX>4=VjhmUFTuEIe*SGbT_<493XH;3h?fm%e&yC z1PjEMFvXH!-A=<Oqo8tutaqt`OY zSDZ)T?oE;qn`7a6es6RwQd|5C3Paw}UUnt%D!P%&bkA(?Y3}m$lX3`#nl(dx5?PZS zx3%V@NPotOatetBV|Md1C~`xMu3ItZcV))aqhHAEjVM}7rd=e=iS|>p8s9eA?Wr`E zE!1qeb^pYdjyglp;GyK1cbU4bw|iB4s>=>or}Od)IAu+J<@h$Ac-k)!pJMo;h9ze$ z(qV1U4<$N>?T>~BZos<}^lO`56y=y3xeu1>{C|Vs`}iz8E0>-8!9#1z!V(d8J4Yay zRrIsFCZSV~Q-(hbY+Sl>Qr*6)=;1doUPbQvzL8#&U$xkeN6Nn7Tg?lO_cs0N6b_U9 za1MRtC~gyy+rU?GXwIA!yLiQDL`ALL*_l6TfG*8P#R`USW{Jdoxyxp>jkY%-h& zCkc=(>>eK8PNv3Gl1uL*FQgLdx3hV;H-9Z17s4*);8n_UVP@C<^wUJsF-=aEYWU4V z_6Ku)*L}JDbp(8v>pR8V$999Q;5pB3UnLjiSPwkZ_k!NDx=9*brn#W&MH2pM;MH8& zNzjS+!VVl;f$MUjSw6Th3cDM)Rl2*Bf|C)?4*9}75nmaEIw&E(q)FjBhNos8&icNi5alM;h*??C! z5AoL3M&*ZaYPBcj#=6JtQFG&Vs$O_>Qv4BqV+_WYY~NawJLl0_1@;3eN*GXg?Fe&oPJfCHM$oW!59+Z z>z+wh(@Ph9dR7~3^15w`i^jR#w1QE+IG#n@n6~C^y4gwb)v5~sq8!&1?S(UF7Fn2n z&BmC)E5T2Gx01xL2hO9hDHhmIcZ`!nM%yHVMXJRZXY1zG+LJH>e9`WkNIT_M0I zKF!;ie&meg_+2!@?#m_f^YkMEZr;(pq#W?lXJyu01h=R4(9jK&Q$%as(fh3Cz04@_ zJB@B|nd*io0xO^Pe3ap{c}4{-4kTBYOCCdR+#Iv82zfCzV&HWav&S z#KS5U6B}Lw-{#k>VsW?VcW^4`R2Ls*mpdoHAXt=hvP*=kr1)KZ`?7T*=TD1%YQuDD z^SQC*Io>d8o4z1ZzFUlwmnPq|u6yN3?t%Yi5&NlHBY&Pd;9cMR9O>x;>{(>Z2!Feoasdx7nkUPW- zOyC)*))s|OfjI)N%dUc|E&!x8m-JXTjyu*Nj)gQl8Q>&{F6CV`NX(Tz>?I9G#HRJlm4@%1J%> zq~hCrpjAc8eZ)tR??2n_mTNur_*s(RZQlzNCW!WvhaAH>;nBS?Ky`LjR)^XaxLl3? zP?UL<3|!Qh=9a2Cih1-X&hwLLpoj|3@G+ZB*Fc4Blr}kwmq`@6x z&3|{d#N^5vNnRKDGVf@8F_+=nI5qvPdOO4Fnwvlr$4YECxnX2kb~ zP4>$kz;Q7O*xZrOG=ptn_%u&vmWuHG=(`cQYE}WPmm}~_nsR6Nvd?@Dn#OG;_X60S z98z)8%(b?GS=Nf6z7{wR(54fJv^+-qDt|FD&Gt^w zN+E&c-03<2Of`NNeJQ+OBJ-@`%Y2BHUDQrL?$0c=S-SfM zV8x2zkY!|AbK=RK;mggN<285H;INtpKpn_b$Xsz@4SbB6KlN+IvK2UGXdExo(kLq~ zY}=om+dGw&(@}arXzN=@F2MPk)-g zXQ0L)iBPw@e-Y;zzexoGKh0^i=QlUr{{9%1J^KL_Z}9VJwiEDD@MDGjGsne&kAbf& zZnEaiYg6fW752|k$Ep##YZ((O63{%yH*^n#h)|Sfz9#OwtBPix#-$4 z9vqXm$q=$;sm6D8%n9*4;hBFFA9~7MeMs%Wxnrlxdt(nc?|s+yv_}UuvnWT_Z!65GmQmcanc+u@Y}D>@ zj9A%we%g0)IYur@Jva+y)EU=<9ORPYcU$|o3J>*jcYL+#B7gPT-5D2-vT9w|^&Vk& zTF6ex8G^24^e&rQ6Upi$UM|n*;RpU2g)8EUUnP;XJ9tnQWNd5C{6Dkf9CimilT&^kSVbqc&o!X z1xbH)j0c`r+<%g>+lWuv?Quo!c#o{W*R0MFu#&mRg6r zE8e-JT(T>yuG$~Gn$xk0XrdEE|Ds5Q({Z8_!3ezO;jRj;r8v}d-v2emcd z+c?w`<>?F3Qj2e*FpSF%3AHUIlG|h2!t!$8qdiGpT&Aemi)tw@V|Nc4xoj^0SJVz`R=s}l~CWBjY-G~58W_Vcs&OoV7S zJzxS{^q1+!oNUq0>cUEE7y~?wv=*=1qDR{_r-<%Te3_@PvaeQmw9f=Dy5^ZZvx4H3 zEq}6`fUMaoJ1(@XgjaBP$sBx^>@kR41ltttYtq#8_Oj~Ec#5y-ulSs8UzMy5Pj;P9 zj4%e%NZjlmdZXL(vf}vNdVm?x;_xi|Y_Kcsxp(%?UC!6o^ zpug=A@Lm#fhCQdR^z^g4X6;v|Lx1HQ8>cep?HU@|t20fqQEYp{?0>+g)f`m3 zmE_@~m`O^EpB%hyQWQpOev05Yoo5eENVu8@-Ype)vv<@P{q&i`up&Dyt-#03+x_(` zd^#ps__R8ru?1^bqru4><$j8|xCV}>=n=yDQXliPQ{JAt!fUg7d%`JQu_%^WR-0$f z_`Otf?@u@6QggpG4wHQ@Mt|S2p2)}Kqih-j?J?UT*_k-0MNHRx-jH_lzs|g=2X}NX4ly z;I|khy`q0nET)GWr8z8D8F=GG%ek8D-WIctP$AmR(LE`wW5q>;>CqnL z&80y3jN#WORr$=>SyhV~_h%>X?o6Q_dcZ3<%HE17^0A+B*6QBQI8E=6mvHn&!Exby zhh$_`%Z3NGl2qxzWnZU=eq5HP16+jC>9GZ@!iZ@TmRv`Ko_{7cr_r8RPLD;%E2Mdx zhP&DJvzCpH?mKmTUHQ}kD~^w1ZqWK(vDY&VYpK(}#_P_J;#Wmc4cFsZJbyR%CeM|h z=hQ6$hE)L`*^?e|GR#hzHKCdEa8{8Csg7rJP}UvGgHj1xu6%z8Ok__PfeVN8bIW_u z^ScF;q^o>{S${=8G9$&eI3<#6j0Xq0cqn0|14os2-YyH>{lt;YA;rxq<6Zl~*W8|= zrpa;6F&=8JMj-M^(Yv}`c+L~1rw6{&T5Cr6(Npx^$z2}jf3BD`oQ*vn7Z-7gZUzTu zJJ;a}Jn%f1YYMWHL!ZRh-903Ox(g+`(PEu8HCWJMDt~8Q@fKQiQ#d?4OSi@~TfsfW zC#8rywM2I_ULGp%cb8-L&e6@Pmb_b^*M$kk7}fQ!L?VFH;+wEOgi|v0)NO9mb+LFN zM?ApHwgoQB>^V$CnRBm%j5(U{SJ$puuo2S9mE>$eJ==P;-z7M^aGI3^mvvg6O+@97 zfNP%--hYBoYy^()!F={vi{aPd&c~>;BR&0SrZCSIu{<}Z;v)Td!bYTtXE+TX1{X_Z zXKq(ySDbl(u)`(HAu2Bmf513N4U)utgOm*%tm$J&) zL;1>nZdL5X7F45yk4tjm)loc*lnfs}MhwOyw|~&aa`#a#wF&uImLt`?drcW-=~_1; z>h$4YNcQa4`rZWjGCl6`s3Gt&C>z~%0ZTxi9e5`bIuf{yG= z1b>5ci`=?teI^Irv}DJY;zw?Uz)o#W&zc#`!_gI=?%a&<@3}R#2s7^mp01?mu5i3- z<`sWkst;`XwX0F}nd6yq_l!z~*q2!I+1wXetz|7nPmFhDB@sSeVh)zp0JEdZyheXw>IuX0?C%8vzTn~tSHKuYV^AgttGK@d)s+DB)+DO@5Q^847>^Uxp zDvoKuj_cQ0rnqPP?$ivuE|sp>;D4G}L!BwBRv@i2`q^Y)^`uzxDI>mjYc5Wgmq?Bg zIH?O97Zz^n9<}R9Jm{%D({jrhczH60Ptp%f$BATHZgNOg6hmPz-lYlph8ys$XOTLYX*OaKTe&W*raTV&8>dwkPyv-+3_`ZI5Be6I!il z`P#L8tC6pjY|110!TsLt@_!;Vln0*GvodSOlz_4O`i)ZErw4R-+HT@znx(P_ui0GF zN$ysXRmxR-w(8oausZitEb4(XJq_Zh%iod;W^MI}G+Qk1^nuHgG|wH+xr*^LjU=*u zNQoK!^I~6Ip0x53jw3DF9w8;r^SjiH^S!_=(xQJN>ZTpUK|Z+nE`J`Jh9`v()={FL zSG=EVsE(Z z2^VNHJ^`0VNIaFH{M*>{9qwh=#a^DGc>>arLuY^oMirySJj$&?b z7b!8Ez1fa#e`sKR#&{m7L3U&cwnKfLNsrbLA3nEJWZDP zsMgF|TXR;%MOFwrd2(4}<*G4wk}TI)+g6@Q=*`@?b?>xga%@pwo9v}B&@9u_zYNp$ zJ^k$He^io8*neIaUNTT|BmnEDvWC$=0S+$AS6=4hdzaR!wx7-W8K#zcbgdd=cnpUk z1TDv!xUC($mg0Mde3T=)$HLn^`E}c$wUrH$Jk1-DqwhiWAhs-W7~WX-$)lcMHGjA;&+K&*C}LV1rjmsl&-mOL z-PdXk+j>-nJ6eO!IsFDD$bUxnayK?V(WE9eYlPr97WZe>EoZpmREP46ZZe(~{gXF8 zS;-CI;{Hq{IEi1fXEv7s?dV@F@#z_fHzi|YJZS2}FB{KHrtpjh6Qr{q@Fd>d=03au zKt;uO&3}sshZMg#W#XUe2)#X1Eb3gOmz%Awr#;zeo*O#tXKATr)*_+c+B1HamGvz} zWaW&lBTTmY4ZZPDi{B-=vZwo$gSE|WT)H~0c)cU7Jk|mi0dz;2x;0&@!Eii^i_nR( zeADrq$?&fIs2Au8e49r&Cw(?I@f8w5Py*GooqwShfaCjUbrgy5G(mKL?;zAXSBxy&a;|htKRXmJDKCR zS$`tj*&kfy#xH1n>5qOkakJK51cu^Vij2WIm_E4<%@_er7@U<;fK~fa4e~r#Hc_;@ z;?~}RmDzJvUP9zr5kV>M~(cU4!<3kev^VVh}yiAOiM@OiZp@(=E4 z-&6Cvo?68%dY2B1XL2nh+=|iTfZ;q=?tky`{H%zGdl`0_H^Y}7UKgHl@CY&%8M*DrsL5q}k|J+Pb^ zH_aDK)8sfKbBT|trhX4&I%r-e4=H@augXqnj}l(pwU_37hI-gz>R~jVC7LI~+ofs5WcyDg_uWQ~WLkxx9iNQQ^6Ui}NZJ4!`{I!`ac#80O@yrjf9KV3YH7&{{t6 z1JABWL)pmt;YBzs_Yq~XM8Gc5o?2m^WW6CO8jh3L4u((8@~59ow4vYHeaEb+DR4yD zD{1X(tMz5d3Q4W`wThi~xy*~<$~OqUW78ALV?FlE8B=cR&Rj%dw129UiZ`N-{71|7 zrA1ftOwQC0BUNzV(=s_%t+o}C2o~8qJOjAwznva@c!p<0!W}#ii|iPFn&&EM#mAB> zU`0WRHCMD3F@1S$B%bDQsTr}$!};^|iu-{uCZDp2_E z7jvBStA9JZdJ&Oz+P+eq&xQl99v&qI+^ZM9A^%LEq)dvU>EsQ1aNeif zNXFB{gAa48))IntlY`2JnsM6Z%z+b!9)%ZW(QK)}c~q`nR?w6_1oVhn^o%ZB<4tN{c zS!}@|_~27r+<#SACBkDlF5Fq&=@>l)HfrEh9CB4VVvB*XT-(}`(%E+=23GYu()udR zE4VAZQ+1;>mtl+HwCyqt;nrz9!>5u~_l-|^lLyb{4sE4cU9bZuM}V&(R)(kjHn(R= zM3*qOSAw*fdd)GNEj_a=*L`}be{Fv(1s~2!k)xYG&3}Q*x!KnJ>fu0H)&0tAUMBqc zqWSz-Y1J>pVLZ-lUslTZ#Msxg#LRYQTT&hHJ))GAMW!5E?Q_a7AqI28%!zvUfnMlwT9vweu`ztUv9yX4=+C5CL>X`-=Ob zoli2zjDHvp4)b15mUpY@M)r5|aa zgF7s_o*kbpKgN=3X(|=&J$R<5?k+Y~&2O~4>@rz;o>`E;sfQUwfm8UYQii=)qTz~F zZ|xMr+yt!K>~|jKZ546hH4kU1e3Q&=IZiECmw!ufk1=V!lK0G9huO(%`0Y=z_@p*u zt5?6>9~FF>%dgr?XPMCt1>B6?YPbXWU@trdKMSxSu-to^RJ~D99Ppxp?@Ur)c zS5J=Hv;emAHIgH^`)yYZ)i)3Bs6*39D)U|Lc2V(1-N8smZEjBm;1oDD93iVm|C>US zhJRx`^&^J~ajhscMec<$z|YFzKZr^`F10hT+#qAE_IUp$A9?iHospzU7@kESL^V@m}Nm{3=@l-o}#9K za{a-(Ir6fMdwFy)_-^LErS|z0Up1;b_ztc6@~q;a{Tn;J7A3)JpfAn06!@6c zZ?nE)(_*Bw^uc;_H}^f)KHXn;;KeYX(GyJ_#oDwiaNxoqy$Cvn`lo-nur&vzR(}^O z9=ZWePJ6dA6C?DrC+EDiC)8*^?K=;&`ni?-elecC+)>yf-o3qs)oPAQW*L9u>Ubsx zq_a+5AWPt+n6^zduth~bqTVkzOlQ>89XM{rhEGyPjKG(9{xSqv{u=#@NTNwAby<=N z`*ywAq9mM^Vw7Zc@HbP6wyc1uQ-5v;Nc!HR}r` zn#zM5v zT)~AC&DjB5)paUERsW!^L=$lc_nee-ZmEl_R>ZR$ zm%7l^9C^vbvtsKYg-{gPq6%>3%Z?LtV<~0Ia`#?U;+KcHtS--^E3KL$%BC*gAQ%^Ca<5L_*GmkZh(?b> zn3_Pq@l{rEx*@7qiE--dido_CkZ^V}wWiJtn@scPDm7D)yXDJY97Co@6k9G`5G3ym z6KmdB?tfM(Q;;1eLx0A!Yn4z8SLiX@)$D#OG7X+EM6GXa`%?Y2p8E`s+QPIE}?I{Ct?iWPi8ug`&PTDLzd;!8fc0J}l?3iVP794L;p1m-}`5%L1>4xCWW=0(Xt4 zf80m14ZY5?7}ihvbm`)4o>soV9dbE85Em82*xylmj{5i+i?G z38GJzE$~k*<}Sqym(^nYWLi{dm{fP3nbSCpX8u&MZhv`jEI2#FRkarOBr3S%?KTQI zMxOZrUnr($>*y(Dkm9Q*p9`KXJSX~@W0}(x`{OeSa}PJ9BGIiFJMzP_p^Mr(qxHfS z##TIn=s|H{u{|>$xpQl#lwsROxJ`RLbYsr8eN%aEh!OH$>|(t7@aeo`q|c?fu8n(% z%|O#qJAd}ZiBTdsqfqBD%YMuRSAyXJm#zCSglg%ABkDjI0?99uN2sYI{xnxCW^A;l zf3h?+;|QW&cZ);EkE>O4(bA-%W5hUR`mFFYleuep+KXV8Y?3v@c;G!*8s(~$PCRB- z{YslA16AvWNBcIdgJ1=zHGA{2ZLiViT9!+PLw^~B5_q*38$L@o+Vi=*_Ra14ulfVF z-hidp>`=eu`KsBvD+%Nv&aqf{Ru)@a?hI2-XpY6idC2g(!rESr#&8QI38!K-%SykR z;Uaw|pO_D23hKJ&mk;;4NLtNsLV=#IBJ3es{}|DqS=iL?sJ7^st8JV_eBsDzliZ5c zL4Q+RGz&L}iIVPSEaH*ouu|2U|H2cmfp4uIsCGSyK1|06zHqY_9%e0Y645u?B={E? zw*Z%=&W6j??|Ex9P|31AGk&&Xj7Pm9Z1a$FZpU{~BzYRUc!Co&Y=7D9zzE7`nBAUr zFla503Dayq&Br+6CIQ{%dy8SSc{G#;rGKX3w??KKK#W9=fcfNN3fooz&2p73D^y)H zH+=ji`2gbdQyn{So-q6ZOZ^zRoQ&-Yn{Ydii4?)loM~}79L;nYEfb-U^R^MHr|{KG zbnZ;63b6-^S#BGvBwervml-%^F0z||h%$WeRjQk4NY-OInigH^=KiHwklhNbd4GiW zQaJ&eXZF`pFS}6!!N}^Wf&+CWDRMg_mqU$sK>Z=$)7`H=k&^vzUNI z>E31wf=w<)FE_V(>cTJaIFI%i-Q7kwW)F_0mD}ukAZK=QBbcT^ZdL*s?^#b328?EH z`$kjsJovO!(aMOn70Faw1iCb1a@B@G-vetzEbA3xjZ-MEDaovufM z%Vwy~6{cGVHSMeW`xXs9@KcMO+VVo{gTeObBXH^x78?#i_JcF{M`j!~M&HTSX}B=X z)&d{wyXx1>Owa6#$YtJT6@LfBIBgiho0X*21aAJ4q`B*srW<9^ku#z_as11!hss-A z^iQTI=PsJ-ygRNY2HR9T4Ltpex~qxf*yN%j*O*S~Cp$MHCGxWyuqvx|g4UmguR7W2 z+@+Y<8!u#}c-6FDI!?{G6!_$|;>%60?t4rASd8Dcdw3i2>k5I+U4M;{!KbHv!#Gfi zi{R8jFM)Q;E<_rd;TgcFY*Mw9h%PSq6lUOZJhp9ynKks!a1skt-wa6pF?f-+%-M}R zp0l{%)o^{%9C1~{jAN6Ko_H3QEf#WJw5P0mw@p$t)k5I-HCCHs(#Xa5Mb9$lII>E+ zk2;l5NT^{V1X*aGVSl14>lzYoHPeXCl8tHZXj~RvYE5xmT&HvP87EZL&FvzAirz78 z+iLFkQQR&0@U)srSyWnU$5jLm+V%UaD5KTAGx|6J;Wx9EOlOT~;hEPTWa zz~Hqsw|wRjq2l0_ZuDEbh2@FjI(Pgs(4Sv163u+F-U?Elur%wfle`Y8`A>RvU@xSLl%SA4jiE`Q8OPEyQ*OqKa_kz=+!lSycs zAGU!)5I9vy{ICtOjK=5}!G&8#Plo6k-J>&h$4N)^^s};NYAYI2+n?DHHr-w7&FUKk ztX?9TR=2a8CIXqVIMY&@leAEd(;+H@oKGRHvZfffnFXYXa%M#1SNhkNQ1qLs8La#V{+i1iQ14<(^WspYBeq zNm^@k&z_sU|4PbFH>mM0_)}Cj1+Fe7%l3UirGNQX@E`y4kN@fGzka1JwIb}HrZxHJ zKmP4^>_7g+&)WU?ktdF2R{6YZYCbsL?-eKafflZMa1lT;l;A=Hicg1#jG#*oyB5nr zv?^b}lP=UB1S4^$K|-Se?D2azbWnEcjcU-6ykjyRRQecOQ(tNstWWDf_?#MR&z{G!`YQVx$KXXFYh2th>M?)z zfp7FP9Vh;oytC)eM4#h07UdlDX9dp>Oh28D^qG$T^5e&!{kZnh>z{1Ef8{^37mt7c z_(uKXRqt$)ID&#ZY|E|5Rn_O|gIgi1t$!iYb7@=>7oQb^Qp3_Dmw?v!_}ve!fHbC- z&Y5_BRyF)la40IQAs25gqSPRIN!Qs-%z4sF$WL z7XkYGz*XY|U*+E(^mktEZfbPU*&0V&t#5gD%u8BP7qxQ~T38b2gLBAQ{PNr9U4Ll$ zjAHy`>W+>-vwV)?T$6LipA|em@3Y!J-y6Oy^Hmeo$uk4U-M{lXgE|sl_{w zFPkXe-&=y~roz+*)`ZL=?`e&?tvN}`m!&S=s?hYU4px;Tqe*yCizvKDG<(wY9;D8V zROZ-f2QNr3G;1EU)Vz-a-}a{e>VKJJnM-RK9pf039oMMZ-~BiTJy5K>ngu@JH|pp6 zjy&rR`a4TapVfx&YOPM8?e3U&`Kp$a_b?Eyn2>c6)r1A~X<3*EmA`!)Lb;Dgr@3U7X$JrDAV zHo|PqaSV#oRVMCtKh7}^%eXH4?)<({KHvA5jSu=eoh29wtn+BS$ljt=1EggCuhaVbZq!ITQr^Bs!2ulG5BD)<&Ame;$?N-eeBWy}9`w2#kAK$3<#_ab+>XaM z&fD=B^y|KRKJY@zXBgxA+@1YCv-}#wXGvZoe%9~xb?v8f(LQsbTdI8hrEHGS|M(Yw_Vv4e`jI<F1Z277<9FPeP@lJR(VUBWh9Pr0-eP2>Hna5((~U5ljxsDR2Q#bOUuJ<;){Cz!pXYuANbE-|M)jw|I61ue98R1 z#ol`wZ3vC1*sscoUiw`4d&My_$r1|lAlH62!{0#RuUXqukbgd0QKptCBqtX5*19c@ zx21ky^g}sYa~+t}d(-@A{BBZrZ(x1JW2m)jmMu@cI$`7_D*UQc4es%BHjAkbGSNdH zkJKhGd3@NYv7jW;HcR!y6J09;gXdw@=7EPr9@04$WwW_XP1XQUt|RHws2M0`)BGi( zZ0nqj;Rf%?gny{TshYCmvA7d|!-3CRMX`}XWCr`GMU|4aC$(!h15B+;gggnJbB;N- zq>01&!Dq}oZ8a42# z)>X5*uA)^bWN6?MtDCM03PLA)zv8@tnt2~}f(&Lu`=>&YnfDh(1{Xnoa+^^}cH1)w z+@=t{ZL>DAXEs?~Yl76GUrT)ydz6Ch$uyT~vo<_-Y7yjKv+h_jhAhvL4d*1X%l62u z9_qhvZGY!k$JRu;Gkek^l6S3S=ZaTl#|f!ST_=+epX4zo+}TnOe#qowecz?0;OwQ)+IJv^x(%-EuO5JUqKQukB z@(bDP<~p?5kc1@bj(yVV3cRTN+HIDLmki$6o^gk>uPvI0#qdfb_x44}{-U;ZZLz9p z_bIu-eiI#z9iKHHB_1;*!|zSMKx z`+sR>9InZ$!*-vuX$4!s$JUx^u&*f}sAk%#WtK^$s+^ZBQPy0KXVx8vGlN$a03S;x zXXqA@Yu&Q4RjnT@|6dhPqHtR`Rr5((YhIvAcbHPv%WzT?c`v;B==+%dYHxGeAoX+( z-LSYYPODE)skLaOgGFJ(y~RR|!R7Crn}1O7;cu&za(`BkT;aYg(G0jS26Enmx7_Wm z5uAMH&90>h3$)=+UMEOWtJfi!ZAqe!*8QEHHWZv;Ax*e8KRn3q6!8Xn%xp zbC|cuu5-`Ro{oje8B5 zn-mDW*ls1!DM3)mowQ`GH7BLF7DQIT0zcg5xQuJ4e3CS)_;h#@0i!4iy*@fsa!gi@ zE~aIC^Iv>a~d@obC=XSZ&SgP=|T_6&sGe@FIi2{N~Kf zQDFvH`h;=l<85|$B2yNH-c$mxsw#Lh9vu8O9TZhg#|4iq}Qby5(#H;lst4iatKKv~Bp*AF$!@0-qC= z3BWgj8HVFbuQ z8ZhRAPe^%B5)F^3qvo_UyeHaCaWn_v%-2RNHt z-$`PwqemmF>cs=ENNwl~soq&b4Lje&um9=CUw!@N-~aFb@ZbLNfBmQb_S>(2XJM-y<9`NE;=lRt!J1+SiDa|=P5n=LAQk#-tdbS$vvAN;MJNUHh8Pgcl#5*DbR2G zxCZosFA6e`_JzW55*+B&p4(K|KjPC#aKaabW)?@Dd=VVz-JYN`^=5w)9PmYf&MyBY zUGsFpH^oqAnSN6o@I^83t}3{Ly(mujqEP#orhlP)QJnBiL8db<-HYOYFN#%_Po-@{zK1HLGV zn*GZC6DNFAs6i%Od*lUQ6dJUu(OEBw6Mw!angvJg_uRhVi=q=@*3=YoQk?Kjf$B-s z(u?ANFN#57(1J(Qi{gYY3iV3cIP|_KPWYyn8rYex**)QlV(Du=HI7~sCwx=znxRP{ z-xLRYQEb%&2rGS2oba1MV4g#GJY98IRL|E}Q2_&_rInPH2C1*o!qOqIfJiqiomUVL zSVD4Xq)Qs4yGx{-U0S-k-n;ys=lu(wJ9}r&ocNs2+&g!Uh9HyPp5*)ImS0fwEN8y9 zPhtiRoi3YDa9^t_a{#JyDp7oLc6GveDrwis|0uuUO);oTBq1~`ldbj*4rrzh^ZaRV zv{dgO=pB^mp@;a4K|^t-9SS-{NuKsc~BH(*3d$6W3+}67sJm6Z%>)! zR!#7SKDZDTa|aooUGh`)p+5T4_nYx|1OfVl7B|g$F3J>Vi67t=KgVeX!|;7j%&=u+RUf1IE>}$R144^ah7=MRK1Y zrjrP-uv@wFniA~t1xmbk=uRLA{q7t`<6bM0upVmA-GBuif$jYw9odweL*lKRJA&mi zO48xe#FYKVedlyG}BtISmyoK~9bV9@Wz zH#k?4@3|wlqAhLoL9sqAdgY1#fiJdmJaMXeTksc-R)x0Qm;OthhCP0N`s#-8PHg>c z`wr$6y{ru}Fj!;LVmp%1!Y$uO#tW^mmVvmL0RlkpEb&2K6xRJy1z^E8xM#$O zv*53+{UXUD1e2D%4O*S7Z1E1fK(otCXuC+CSFQe;r2Rhzj^NZ>uA;KNl0x-ZJy2^9 zADa*CNJ}+Pe}6Oo9-CN#m(nB+f14XKb_6vsVGU*lpemig)=y+J9>{xO>wBY1p1w-} zoCT7wEY<#T!UUD)0?8xAOSd`3CI2QS*Wm1gqdV=QqW;?4c((4IL}}?S5z~Vj__6?h z|8P;#evu4i^EM2xXax5YB{rK8UK}ey`gA!du*fU5VmHFLP{jk09!Bq|XNCK}cLv4w z;YLf_KOiC^vY_j#sEm;bUSGtLct`yRffeBHC4xQU*Z(=`w*X$Fe?h}UMkX*)c@7rO z{jyT$-Xx22Mf2X^HR0{e6+x5i5u2RX;yfLucf=1zgN5I)2+(@NW7l5AmO71la0!gD zfOrwbNbrZFO9$kt?h7PAk7cU7!#BYK$xdyXn^fbVpm2&7!qyrYaH!Y0&s;`5>XObN z>9Xn$KoiM9JCg1y(LHsEZ1QQ7432dFozgaPMt8ifS~>8U9f*C~Iqteg;whfqDMd9% zP}V#DNO+LTsI1^LB>7Ad=DJo7_Rb)96i3oCctoXXH;VUBgiD`}(K}-A@yLqME~t}4 z32K=H(TYYHaC$>Z!M~`qIRJFW6?-llr^Vo`%6J($w&&>>Zy3y7fpAV6_LEkQNYw)L zV2=cYV);#p(kpPIWACEUSjiG-#%o&#WvE4DEZ);7SlUwkDZ%I$035^ zj6ZVCconkmR#JntC%@yD2qgqtfAp3UJ$H3SH{(MQPi1L1B5}Q=97Fy^;S<;bkr+*~ zSQ9i2N)4b^$a|!l+@h}JsbLM6rbCbqx%@poNV+bJ0r;|Kb&ag(#X#b+>BWytk>wbg zyk$ukiX@1Faf8(SZI3K$5h;T;IKj0*(u3I~E74@1eVu*=R#O_v`R-+VMQ|&Xo&s}i z)Tg7qVi;=W(8Y++105;~T>r;?Y@f(a0!7a|2D(J_!HX}Zd1P4~L3truJi!*;Ix!fx zQXjrlL&8eo%ioZ6s@&I+{96zhiXU6h>W!HeMqxS*}#qojYZ(jgcP{% zI3f?z)@atx`scY;Ft5k24wDWU1XA4CBh$(wcPtm%n<8GU76iGlqb)99D4{S_d1q00 zugx<5T^Io8v^R&CfqC(;uEd=nLOwG4t0tgjkh!{(8(3$vHjc;a0E05@MFJR<`gHWl zT7f_l2pA0JWDtQJeZhUWgl&zaPbojTRRfpS@P#{w4iGK?Z{GwUp9C)^=Z+bF*aF>y zANz)FWM}dY2Q#ao-x6qS!Po<2vKzmd`9|Dz|J37>2XBcEL^was-uTH$bgbh;9{Vn= zpko5t+Z@vF>+IF{v`O|yrUd1M6zG50zeT1#o`!&h-~G1Ot+Slb5$J2Ho%6Uw62#0P zDXBqc>T3}9nu8OtjX6MPm*K${67-q}Nd%r*wb=kLVI#Nz|7;eUt<9ma-)f8hYn#xv z0gZq0qkf;5baf8=k#rKMHCSpliFX7m#QZ3fvIzve5zOq`9a2#cQZW2Cs@Kjy3`-c6 zAWZUx9Dw>NlbWyc9suD?7AJX4@_<{n+li`BQfRs|8pMp(>+iHqipvi`Y|Cc=l<_wi z(2ySGd~`Vr_MB-M3wLMh!$v-IeLXm93^>`nFO$bwCt!rw;zK7iHm*(Fz+nZClcSb%-2X}=*AK}r zy}>x$PdKCjKoj~UkSyh&0SskgQ*H%>Zu{x)HJX4TUak==+OTB<{9@z zJz6<}o|Agupiw_^d_Js$E~QWRkIynn@a!&&eQ?pcoY?>g&T{ziAoXexCO-znb1vf) z7xNLME7g^j-&#bDB_tERh@t-w(4w8$)(~a_$6?xFMmS0*qq}vqKskDL+@&0|NAd?? zQ3G&-W@HG3l}ymnkaYPXt1#THb`E?hhe$K$QwmVF4;Hm!>T+%%YDmJ`QRrMi6EE=3 zl6m^>hL<07)=$AHNS5)i=Kp)-7>NdZPURgauuCcg!Yz1|i;Q;>mLPWCt4h=!8rXX9 zg2D8RHcZH$OTPxtFiP7Q{feTn7|*F>rENn&3Ca}-;kjiYAX0>>WT z(ZM7C%(&_){yo-uG+;K!CUmUz-AwgM*nHm~iw5YEoCA82jB#QA^M}ADbMaIZvc&6*`wct$83W zRjfX8&Bh3LM|~b;(?NdLzvDM=OF!e)qJ8Ien`QjUozwdcK}JsN?-Un=i`1e27X|X( z$gFVI%6U~!5Y=!Av{TN}DmPN~;E&Jw16sj05}`Bm{-D)1QgO%UE;_W33;}u!jA)d6 z)VBW{zK;eui74Yizysuyk}$vRJC8MAM@(CelmEMGH9l7F1Y?+_hY^@YFU5QhIoC1; z_7fjQl$c#a-E~`j6Pf4Xthf($TV1?uL$Y+|0%b?NrxT#B!!l`H(P&&I!G3l_i+RN$ zFfxz|a%GyHROrJyMpa<~$TjY!gK8rjIMUhGMf0r!A?@A{T|F?O0vaouls!>!l%s_Z zIzU_8LWgrt5nzw$@%{s(|L(#>3Gxd1PItv&#{;ON2L66m`iIQ36mlVboN z)Qksua6|4wn<8BB&X4Morg0)kyn%?Ma6wQnNV>RemBLGOC}k=|eO|LKyaCaTN8e-} z9R^LZxvOt^_Sf!gC|)VZ81=y<14~ac=;6!QKKK1zN|xFDnZie^xZ>- z9Drh(@zsqbf>8rs#+n2(H5!!82C3=P9s9t~6#^xIN`FP0K_bdMQzGb6Pr^kw%O%2Qk>YFdw`NkO9A<_stNXr`kS02{W-LT46PnMvfK zQ58sGK_11}y9R+tJkq6;jvj^1Sb4UmrnQ|VC;E%cQcOD zKgk2t;~v>=4faBieW0nuJusQ#ireCQ-AmBXZ3ihfNNJS6&(n#irlx#POW>-sM?+-P z-=f{vVvye2(ruCmGwjehgWzHXv$(Ff)IrNCMKBg=izWa+aVm$JAO}83I^E6Z%GOtC z3I+6}y=ai}&i_xahq10D5zViplh6`Bt(8#+@iVA#@_}sBl(b|IA=Xez6xG? zfgjHVxPx-SAI8X3v?LUlgQk}?;RxEXx9>v>+GD%NaE{`a9jcD8mEHo8UQ84>1D+TF+E2cEj{75YPrIb=IzpK%w+w~u_f#9s9`8m^( zx&##Ffua>#@!jOK3s_=2Ho<(MqFhG`as&WmT)DpmPT5*OM;ewFCe%0c=MFwOzY8vM@fM5F{>Dp9>`B@`p8%A;$4si@Vd*RC^OErY5;^i zeCBl};bJuWM&*)Ev>%+HBSOLf!S2QPKRhRpOgXJaGq8nYwaKOHb1*SJ8^9`=0I|$F zLO%Z=J1^`Gl+*sQb~tbZgY<#5EW=Xm2#x}mWApTN7n}`DI9D_agjvuXh-Wik`#_}` z!tA5xa14?kb!uLZzjr|3) z0Vl<_si5hD^1}sB(YN9&2Xyw<&2xk68SLYAcU9?>yMWAmPntk;bBAYYO&nfAXk?N+ z$OANP(gncEl~Lt+K_?J<5bZjrMGxvHZa{@A>TQB3*CfkB`rx>i0|bi*Bers=&B-+= zDVr>G7ri`;Y*XAprwMF?4;J~g_9e)E%#`O64(|qvKwY5QdLkCkfBAcI1P1RW*K$47 zRJeR!|DiN9;75X96{PLAul(M-ZSD|gS|fj)LpI`R;>Y2e{^hzl=L}Si`dXIfWdw*>qU*>z3d1w763%X<0Is3TJgysHOmSm2y72t@xR=@^V=&~L7cL>0XtD)DPc0cY>^I{1@Z7uU^G1od9xe*~`x<8O|$UBMLI`RgPU z^}cvjYYum&N?!n62me!r=1t6^pA|rW(*w$XbI?>7`Dg$Sj28fA6o__gNP3ILwh0cX z+jS$3J|<+j6KFT3^V`c{u&otG1$Uai1G5o}VZpOw=MOpq<2Q^|V1Z~3=HkLem%~*? zjw^=uR?}nyH=wN&AM!_+jW_%N7xH+eslQO>x=1h^woh1TXl5B@0{IhO5m?qH(~r5SyIb}|SEP?%%? z6mNKd>uoWwET9;@kD&Z&cihHXxOapkKJ|^}gQZQvj2|qlB~4zFp~m zO{Kc&3#Y!_17A2)On$vNVd2izkHwYy5fxnabmZz-EDkGbdL&%zGNS3`{QqA}^i1Pe zO#ES=246#HS(hdHnzICLol6o59y3Y~wCr936JV83{`D&Gjl&%H#$glp+Kt10D0o(@ zYc~bewEx}T0M>c%$#vjr`MX1{cP%mA+huRc!?SggGuumZ)|5nuQ z$*?gH=fE^`J0Ny509=dRtWtZQ0@o*-NFwDJiG4gK<0bLy#HI`C+uf#{?FoJ0`U27Q zq%U?4LiZ%~N^u8cPDj#Op5s%~*{c^F`8mPd?Qj$ZOUvNai^fCb<3I(}qMwx_oGvt0wr`tYuFx(vFo9*NRW_){CUyqQX{Jt3Uul<1FAExS2;ECJ*-a_@&tsQjK zayV@Lt^Z#a9g`Q_q>an0BG;(X+!5B0?}eO{2vWru^OPnt%4Lde$pSsy%N|#gPJx+E zQ6lUVdM{@`DT)aY<0O9P1#$_DtLtg30i%We{14*K-k3y9%*I5!f10&?lyG zKDZ0Cwc4#R5--{IwZsGdT3xJoZV|ST>V(l3RIVt6aV?qVY@HcY_Zx#>4{l+M735k@ zmCux|9vhz6le1s1>y7%%LUVs)a2bxtZfAuUL^Qq*qq8fnD^&9IhQ==8(Oo{GNyrr{OG;MWVuUYYP0s*pJJ>PpNMfr zC%9!R(^&hZ(X^lYL($`&_!Cu){)u9hv?BHyYF1-?pS~;SHo&+b`UC|VI-7ur%s4$| zuUh-<^{NUuj3+4fRhqZ%#-zCJJ zMO`bG#OzKYec@7%%ReW<%tO!SY5LVjILpU+j?AlnJ{>e2sIrgu+m?)3qJLhPOK{#3kV zQ<1k_cBPqEI(&?bn|0=K-j5R+BG1*Yp>M5Cf3ts(xB}SMA3Npr7*LNr`e+xS2VbDs z8zbg!(wOQUVz#-TC4BwkaL6uxan4Yf&Ovb;H!oYde_F4;U}n}-&_nT(4YS)W0>`v; zpGOTlxR!gMFi@%b0b*fOA!?U?GpUWs$DM`9f^f|0fUO#wm zxAbYNDjxu2nCcLUs1DOK=yF;g#91FHChcU{>K@Jatx`j|n!f@*deoSjgzX19Ds;Y? zX0#}+Y98|*u**E2+}DB$S8OWCET_&0n39C$Ar51#=WtrL`R$$Lm9r zQTt{L?}j8DPfK!n6;>oqJ4M>YCp#SdGz_jIa^?{+P6V->j54ov2 zlapaUU&4_^qEfZdEY%0r#jG-p=+Sx4gb1OSPc!^}g0}2yvZvDm^wRih2t>*-XOn-^(Dxy6H7$U-xeH4Rhrqlawf< zM#@nz-AjGczHYkU^c-EHMorOD@2Iu65tS5tH?mDPXCXb_3Xv69D)IIRA_QIOGz*Hh z=uLVeJwzB0AE4cFd`L|=^N#ow229z(w(-ZYc(8|fU zwrk{;&dkj0mZrIiqMQ|WV-di3blcnmOs^KOdou6FeGipx1&c!0IH(D}bh zo=w=__rKrhnV_oQX}2Ie5MGN?ds8{^%9O_FS(1;$77Xgz8+bw?C=a2D#0r-gs^3en zC|r@*digwCR%94{>G+P85V|8#gu58dZP`#C6ynUE&F6Ch*G4`v1=4T8pz@BbV zKEP*6E)t-c*nK^&$9_Fc1s#WW%w9k39J8>8f5E*Zub*-;zu`LM6X$5I(jf5bR13#&< zd7ZV5o)yI``#xCv6Ss1%Tg|T02K?}1tUEeqj}P!2ebvN5qcizzvZa;uIl@U!=(F<2 zY|^!?I;BEJqG)Uf!|Bzcw8LNeJl(+x62c0{?^jey#MNU6mogsaq~to&VEj^ah^$$s z>Pf)tmAvj4u~t_8fb&q6DR@Z@Py3{t=8_fp%`UCgF!e;7zJRhi@WWf?^EvQ?sxLiu zDk9CUCD|vG7jx;(AFTu6tqtx+su89MCyEu9!6)h6Ck7q{1_NY194n7&C*HgzTtYa+ z9KZX)&fhg`Uy}^0I)SUHbBc-6y=>Srryei!kGC_{X(g4SPRBPfr7cmBELLq>dHLJO z>OHZiaB^S6Qh@tVYt?Q}s4XkN6d#8%ng^zUueHghc#qq7s(F*8ODiJ{=XEcL!r~-T z!+2$1?=>^6oJ}TlhZh}Jkkl~D%qXnJ=K2_>l^(M4yw2S-j6uECoeA58plJ3KbXX$r z#{-e{;t{EB?7s6OV#h;>!XRzqB@h4OP-}S#kNvP+B8IwS3KQr~)h<9el`C5t_b$ax zouQNI$&FH8iij`Kpn=w!wdI@M|GaAvS=-*ioT{P!q*h_)=ki?2)b){zGQjUjye%AB z_rzIBtEu@@?j(Ay-QO$tVUgRBKW)Nht8Xe|OQb`arF%pNVtz3T*_{+qzgCWyt3Y%b z%?uk8hFXj@FE~T&mC1lD35>q(fWlaL8Te4(k<7ZqwR%zt6||a*-?8xBSBfU)Bnwv4 zM%_n;O{ZKxjJn28(lf`%t^;3A7qHndQe2yJv| zN!!QcgovbJ^&H|ncYwj>GIR)O72newv6ZY2N6x~w<%NEh*@8!Pj$UdmQ*L5%>r3PJgQ5~#yQ#$4fNQC8dscu}#lR=uT7Yo-m(wQQ$!z<-A(<4Be zo-IpX%<&P@#G+?U%4@f|^xZ{9)!PxhB^RO1t?-3*|B2?r><{A(G|+rOVOQj#Ai?^I zkAte7E>o;p2JS*@Z={nXOxs8GR9uVIX-8M+ z&HGfT4JXwp?>8@D{jys+|I+d(@bGb&T#)~qu-4=d2|M$b_b5vRk;`E(G{XuN)?QB)o}kieaJyD2G`};s@@#8o zRg8PuDIWrkX(hByh}K8Dy;Mg9Fy1J9vttNYG9x6do9fTVxUE5QXqrp^+uvW?`M1nC zglOW96xuu9u@fjIP_BgG@pZ~bB8{H1Z^#$#=NS<=Fod#fbH_NCQHdqHr&OdLntqir8486itA?vDMO2DqkWS)U2S;CDtV{FAiM$DoUapZ6%T${j zP;>xNg`~t53V%Z{fbbxePyqY}PN zf0~$FI-e6c_Sa~#v>n0F6#tJfSYVA!Ned~UE};CUnLO5FTf(L{&W~a3s|yp-cVtY& zE@F7%fL!P70t*`5)_4tl|Kd#IztNjVHYS`v3uoy+axn*5(>$ru^vC~39R*)ZL9*ex z(oe9+SDM#5?B@eMq?$9?P|Ii2sLr%R%Kbe4mr{+Qk}If*rr6baeyUDwG1prahp(Jx zWvWm#be7LKv*WC^T*vg-NZ(V&Q6~5D-jtPTK{QAGwW#=k~3xCJ||Q(E950^?C$o#pdqiWSy3UKX+o<7 z)S`VlX!&z>QVj97zYc@gUzonS2Y6afipfaN%KC%><92H5TK$~q1IJDHGY4+$uXdk` zy4A|4qe#mbSI5o!qdy}#2b>?XZ+Vl>1FE4lgwUHYYp|qoa;mpfV!o%dit-8Rw&aBV z*r|-p4KsMA1Zy$Lufjl@KU=xjv~|7l2OF;spM;4gY$q251ybxrAD4^Jc$n^<=~78K zxbQ_vhuS|GOr4wVb5(_(zzDVkug=0ZEW@k`^G4~iV-C2fs6Hj@zETi{`%>s80T|sp z(VvJ79&dzoUSW;w?l;uGrAKs2#3b(5otet7z03&7se$rM#cF0AP4-egU4Vk+izoAO z8+(=TJeyzCWH)zl)MLz8K=kxYo4GKVE;SObTO7n8!!}$DjYO`y=A?Rgvnd!PZ1v;{ zK`LT3)%MCJEf-yFO;R4wt?AqTKnz>?n-RVC40SJci;W>F(wBe!Dh*CR_v>if2aO6u z_iTf`C14Wf8Mj%af*2e#X96b@2I9E$8+&6G)t!>J83n(J3aUROV`(wkavQRht>|J1sdVC(rjf6M!}kLlT?KIrEp11pQM zt>)wF;o@J>SFaKXpl_ck|GCOfB6Hsgc~2+=9Ne#3|AC6zttXM^PONvs7Ye$8Y8Fc7;l3us|}X#{a+olpF^eAJ(Ct@ET30Dq5plk zU#1hL*#Pyr6m#L1`g^i>{c%zmWw`${d!$&ZsW~QM^N7$PkPE8df}`+3D=7~1gBz44 zx+mOCN5I~A<-V@}si`oadzy31G5yt+KO|2^)_xo#x<=FIep|JSE2m(Yy_(-+F~yc=y%b+*fejgHL!6rE`7NnMsK za(A5HC9LCMJdI)^X|jJmwc)L5^9+2D^Q8AVRXrs^ZrMk92Ca4_0I7Vot>9EppenK} zRe@;96-)XUB)E2_s~o&h5>Jw6ReMy82QO2=6>Z|SahK01)8BfcE1ci%^4v(unmsv( zRE!1oql{xfQs1G1nCesXz{b5<1U|)Xar$;v-Dt{5>$hqqrq1t&5EM-Og+SlH_srP` z#8TtWi_#azUxt?W0WnsQ`y_#aQF2dcnVNzN+ni53%{8lv23z>X2tCz~-M=xRc9bXw zJCdT~$!lannZCh06Osjcz08IQ&-hH&dI|cwfB*KC6F>GS5SAMl&JY31doIzC<(P3K zsV7I{SxSg+aw-%S8(=;V%O+cT41K&TPRK_4-bsV-p{v*W9 z>|o;F)`9#tGeif&`K`e&#Jy53^0M*zl4(BFXSKB>>AOEky7AE8KQIh!EbW&ozpZ>B z;+a-0H%DRm&(?aPPWj&3TBx^Mmu%>ho-g;j=Az*W2hKp&Hif8lI@`RAbcVzZ*A@9RSEij!(&?Y4CT7{t#!9lz+1J zqR#EvpFep5m8e|VO1G=z>2iA!*Z1gROOzT_m@7>oIB!nXBqz#+sFr*RTM~BFG&LRT z7{hD+JR2R!R!d=J+KWn7!EkO`z$a~6r%~MWDhRjOX}dq~`egh>d^7TqDBQiU)Oi1Q zsJBF<`Yynu!Ra5WK2kjzquZ~-zu26ZJKneEdrhh7afc4Zr)p0AMkX|RY-#Oe| zhtA_bT^=v2gwr98pd!Vr=FfIrFNb^HOUxe}F8rK(0Y8?II%TBC%@gzNI`FSi9!KK8 z)*L0VNJ)b227&z$J(<~3bhmypE}Y-b=iUFprg%1Ot>bFv-a|q`gbO1g_k`E z2g;|9Rmk*5u@0NN?TJ*@wq-xP6yBk^3A>Q*Ey-W*;}+4vwU9xj;@Dp`he9&2eYf!z{8^3fUWcm%xawH&nw@L37lfB)dhVeXaB_sB|@^t@Z5T8CeYi6Z%l{W=OdkJ z6dwO$R|6=+OwaR?ffo%y-Y*9NI1-D__l|i1@wr~dvzaN;)o&DA4T^yK+$WEZy}zr= z2!ua9u8;f16OvY|&t3B7Th>KvA#K2if3}w1Lx-Y^0v&A7w=Y(={uEar)>)kUS-jg7 zFJs5DLY`_TKg2*-GM|r5Z2XZy_047!Xke>um<-&ngfroxrl5&hIv<)5OX+#)h*{;; zk0Fm4ZN}#8J>zWR<}9+*Ckz8r!-x7f`GJ;zZ#olUCxu_^G@#k9E?GZEZgd{m2O0Lg zW9N5SXJ=61Wffv~m++W0e*^J_|I&nWUehNrbhzZ*eEyQks^NB_B`I?2l*CK*mshu` zQ|aGnuNVJfU4L`V2(9X-=SLhD&Q!g#xsNt0)04()lbwK@F?YdBSIU81jq}^rQ;q%dRZK&f~QqofiwU z?YmDdoo>b+V|FcM?HsEoV;yh{(hN(f&n&`Mo;h+r-gOXm$E-k~dzf-gunaX~^_cs> z6Z%7Eu%23^f=e%-i=bC5libE0iI!|~aUvg$GF&yv!&`~%WN@K`mWY?{?rQ=>PMjx! zHy?u=n)~=py8mzp)h?XBA)g>T{)1d>?&+|Zi;f%)JfSS@s9sIUHx^=Nrd*3R7w4q# zQLM3&C+fP~j1PFt=vYI>co2OkeI@B{YONZ)@+tHayDzcVx3=ii!5G7TVmcP>cK79O zooD%`KZiV)mPaN;X}RuIs&eg!vxr0KP3|N1tvr5+t7LenI9BH?V#z%-G3Bw-IUJjv zvsuE`3GIpe>RCtWcQSAlNPhE{`K9}%iFXT>s?cVlZJ$9(7GM?#>KxOLUlHsLf+JFnnug2VZ})1 zXXE-gEt+Xxux0D)%;j+#?K|+23g@o}ObrG3NEXNYodl)y?Ya}E!;=b+L%t)wbR?Q* zi<-)%21HDgCsz5r@R@L%z?^)1%QPZ6p7mSZSn88AT-x&MQva(nv-UCXgubA5u;eex zl|#y^PVz^Yg$ZH6=nKd7LAoKSTtTV8>`@7CXmTiSWShVb2J!`Rk?^?B%FB@ljKXm` z?iW;ZSKkvwd$K8M@oLm{*QWpWdU^}KN;s}hib7xL8`SC>a!v4+)0s)iPP3f&{waj*nO4jLT$$j;0urvre^&LDq| z<9RtkP@#jxa0AvuG?##iZ{M3KZnd!@ff|)pgywOu_dD|L#mu@nOdm$K#XPZc=PW-` z%1>iQ@52A|A|4B9K~4pcpOzp&~T zLOQ&o4=6oYjx8YH%Q9o*7S`oNR^uNv8#h_C`8x_XWLT?-C9AU$h4sz7$RWNw!b?a2zi;9?)fgi)iX>$rz6eupV#qcri2BJQ7zh{6SlG@N<@b8v?>-9XsV zw@Eflafy?4&aSARN+b`+>7&y{o*Hc1UvMaT%mYbKfvqKT(eEDIn^~3-&cPhd35KS+ z#<=WQhtmRn8Cdu(&eX>yCWleAG3InR9{Z6=a9Wob0Oy;M14m)}r?BxYer~bt1!8vc zNS^NB40I;t*d3WoaT zQ^lHlcB|ztqumC;5<=@4XXIIXKk={CC^oI!!2K^<3VYk417^h9;j?zI3Az~u8roAz zS4A>EbBoVjqKLQ?YlP~5_rC#Y?B)D#>gOJ5SF*$PF-VjRAi(?PF|pdgxXk4Hc8>#= zvYs7ItM>iym-NwOb@=UPeN>ro8^F|Wm*gN_VLPdL6#;b&qPli@MvH6siGKPtT~UGg zp_g+RYECx;PYd1?h@$Bwb3o?nt^AV?v!3@M@u!k*nHXKe84!-%i#7SP#YYse3@7)NKOZ|lVtD9e4dPm1`dzS)}<9Lvwm47Dt;5U}E z#I=?J>Z)bd$=1G!OC!3)_Sni@qFr@077ma0Kao1L^e`A?bDHe&Qr8~l} z9=qi=RIhqtVP{aik(^_xUP~<@zr54h!0U8?^^$b-yn8tMd02SqY}pSFG9mBSg+C90$1krDStmj|1=`@j(@h$A?4&OUH7!sxB6SAim!u3_YL&^doi%uE z@9*pW7MJj5R`f7+};psxFk#>6){o2k$|9s@W zZ+wA-y7tlRZYS2L6#R(m3+styd3&CqDE!ng+Rxw_Vkc6+4Ok*M_FK;vJ)~MkT>Urv z(z~~(Wx4eMQ@_&BZB5fu+@yiq8oV0wA@wIqN=v9!r4!U8gJGdsD}m0tsCdD<5!qoBRX?7qMohd9$Z#e z_>J_wEz%n+9|VjYcrP3qC`S=B=XxD3lb%V5*^5&w?$k6s^!ynw4#>BSpKG5OQ(Csa zT(M$nNN^)#s%)?7Z4izr|9q`;7|&%s8oMxs>?fM9`PZ^cYSu2>wy{Munqb-PTSQ1r zwDeVbgjw%Pu%WgpUeMKPCd6gx$3%46x#J(Jl;8qn1sM=8@l0@9@zCBT@n_s(d5F0+ z`G`NQn#TbKNsnsz5bto{uLWkIMxg|2tPH4o#k*tSEfa2w%9=B7r@nQSsgaJbaW2Y@ z^4ZVLy`&V3dgI_aj@uRQ`6!d(&~!6EcdJ_ zkFns|42pYJtnD}lk;S)gkb1gq!V1DlxRJf^XMoa%;&;kOR$s+Kskeo55eL*@88$D~ z^MYptPql(ixYkDe4N`z>_T_b%a?AMY8`AQf=9SfA8_eOWkbNzhx0ddT z+27;jzUO3ds8PK!3$tNx4l5ck-rA0bK(Xg;WEa0uran?k49~I~Jp0Ag>&!pSqHS_I z)dlEReW{&b@vg3dFIJAaM$ZUI;B6JimAf8j8R1U**n0Uc7Z~YRlhN;$d>#z_Pjv$J zsr}y$*Kzi!+EKbfAp5_P7lL**T{(TDJ@bH%@#(6b=O(KhWu`0bW{U2MRy`>D2Uq4k zNo%!CDlwfZA?}%&?Ov+YF}}n;u_y?6^&3D|gbHcFzF(=!zP1|h=eUHozd*+!_&{s< z3d=Pyyqs*tLYA|O270^$`*R{M6|9Lb6QBDR_VP_B%6g?2vaM0rJ{@^rT5G28^TX8+ zof6V%SUpo*^@y!9;T+ zRz0mJ&O92$<6A<(pMErJ&a?aUCDqovwhZ>gXAn4lQWw`u>QjI^YYA^g2-@g~t=@a0 zK)276tr(b*H=Qsw39XnaHBVsqx~Sf#TgrQz&6&~9NPHYW@;s$qRogy-EkXKY)+|`f z_U}&0y^%KUW;_+=t)z1v#*JUKd62B1&5|?SMHy);ofDBPz5HZBTOU2Qw_Z-pj>gU% zJ!GG7Mx;vLCjsuQT%J$L$74mpnJaI)6S*rl?xQL)5iDVeQrrl*4%hd$(N&Bh{CVjVyH&s!!cJQxbZ zdcyVzl_zqLV%5Wk0Fq;79m2OKOrfIt{~w?w|35TM|usc&rv4+Sq>i*or4~(RJFldoFw6yLu*LeMZ$@ zZ9zisT4-<3qif)O5*$@;b&k!v%9|q)wKz`?O&DropnjXpEgML<6g@Zgfg(PQ-K-;x z(8O1}p9J`{@EeMOq;n6|^V_6fYYel!VwzK%bP2xc2?CUK?O9ngNY>V3+UTkW7E~7WMxB(# zhK=IGiS%pE62E%70<~QzB`fak*p2;4vS+A(4>h(By2pr~{hSBNZe1ZKGF|%?(c*^p zs`@uBcD}G<1s4q`Nf!#N8QuH0voz%540&Fy{a3I!Z{u=zkBb_%YW$rplGhmVj^*He zyA;s*Jy@m0Gd0LY2qSim=L&Ma>Fi}yw@Z&cE^nwm#8zF?ZwpuUq3Kq0T~>!p=i>EN z1}Wo!n6~<3Gm+`FFYGe{MRY?~Fci1>2jx{|HD+o>b;z`v48zx|hx0t2A&=nm{Zl_J zZrog2#z&!Twu8OgJ2q`yin_jL9KOj-%nE>4s9p6Ei%kjEyG`>(HRExEorMG}^Wzod zRjIN~Y4n%4blrT+?D^l;t8srsEi1KtK;ks6eo@e#Zpapd{AW+^VlKsVNa`gI>%7Ex zD_X&MTrXMUhF#ob`UH#Xbn~N8oO%ZJ)GCwbw^-Aq3H+fT#6!Tgr?87q?li$T+Lj(z zx*pLpid>hQ?>$1&V+Pdt6=<{u zzEz((sf=mi{p$Fa;DJ8TjT@Oa2yr;Dz|)7BWo45|oUz_krd*JzyHsW&5InX%&RD)C z$j)yC6X~4|rOf&JQ=fd}K6!PZ?#<&N8F~CBAves*IodC}-WtZ>*^Hq>_=m=*baFF3 zdmU9{8n<8VCmP;r|VHig)$5f%Jlvi9%}6a<^Z=4e6g) zcBq-n+De`DnF2Ge0_T%D1!4omDfRP~($78b16lgJZGJWULGtMa?6cxF0+Zx|W8T6!Ykw9@^) z{Z;Puf5n&(Ut(o_vP~(8V0EvBRl|!caD21l-RlaTo~h#=j*ZxBh!Ofmxp;1z?!24j zdZaMTcUU@8vIy?CTfLdfUm@u8i4qyu>vfd6tyX}Pk10ICLNphgyBYoj#HFEO@C5$Z z%*LU%2euAza0;pjqx`^=)*o|A`gDyivIF$?$O`3%BR4c)A61td7Hf>o4!t(z_eX6MTTjUJD}$n)Md6s=7GN*z5>D0{ zw5~7W5(to44$jfGk7#~r3xAHNEqcgWJLITiq%g-QJ+}=B&b@#wf6f~Vm2VHI8JE#O zRzTG(X`z^03O!D^6KC$#n_r`5CcTO}->_V?s8$nAunL=sR(Dzj03D@LmInu+KN?JC zI6t1}tnLugMAeis5`@dLF-KjkDCi9drTOlZ4g3x!MUf6Y$D+Xu%c)5^<(u=9+z2_F zETvMkF>tGqz6`>sK@P%>Ps|48%KKU~e>`>Nb!gV83f-16Y01KM%GFqlTa;Roca3=} zl$qlq^f2xBf&%18KXAb_{><~;(IQip54T%|uxNhlU$3`ni8B>sadLrAUgi&&1xW>4 zYF6Y_Xdhx;$%q%bde8pq@mg4<3)q-X_Id`xknreLuWlk@?-4yV8Xp+p^*5J<*I&ah zt(>%R)rxW|<{F`GpPx0(UMC3K3yLM5>Uz#7)ul-}%u7HYk^sag1wGWGL-A3H{}6o*6X|tP`%b{3V3Dz@oegP8;w8Gj(o?Z zEyd35nHVao(M80Zm%aS0<#}>?qss<=QUm$cPy*kK3Y8=9`2k~YKPgtvst!s`EQsZ2 zb=8OQ=Gc|6Qou}&DWI)9T+!jcQLwq}HX(6;`E>3PjwkK=xYr>MXuwM2hJGHMy+z)& zj7h)0;~D1=wc+6z)=i9UPJdA_?U7v00i}^+B@sNIpn??)Z6PR^QTwvgJ00q_=eH=kT}J zD_88z=gWm8MPlAu-{_Dd3hqg#=Lj?3J{YgsGxg}H`i8j6?k8&yjG0EgncgshT*#O} znKVhqbV4^r9ax`zGO^c^`H71ibvHG3Sv{c{TFH0s*WRWhOoie53^>kbUN18=KeBNDcc64}$ld(7Da14y1Qm7Ju}tAnwPUn+ z@$2w}H7Vkv15)Msh9!!qZX-5Q-m%_x(p4hU=fbHNm_+IdE3-Ng7p1l-}Uf zT))%W(XVyI8Z>9>Dn4T4Ut|v3-u&v+#@TGCxmuOo|AP!L_%Tl!9QQ0t>zgSv)>m3K z>ZF0tmuDs#U$JRk3B%MQaF_aJ7Vf$;g#l@Ig36rB4{M z{7Z+~HFKP?|LbFK312A9a$u|vrAvvoJgpQDmcv<+sopaLIre>Zvdjx)D!ot|nhEVr z-3@NQo5Eo9k!fklW znMXcKkep-32%k5Sj!g*jyjXG2X*}dv=m3|1?eZ6YVBkl*TgafNyN4!TM?>DwBNmD+fRibvaEiZWhoy)+tFe4=a50TxjNL4 zSG8N2FTJU#0g(>XX@g+Ie@)JE8J73YBw|{U&9+6%vssPehxj2+u;I(4v_vzOiY5Ip z1A4}fBYV*_*W{vCZs<`IA+B-)OV#|ONah-z=TqXPJH>T)SA2*okSg=S!_P5d+_L`x z5j8uFgKu2ZJgr{)>$v9|PFT_OR6YD$#f=e7LvBbDQ+F3KAo>{A^m&kKHj}?~$HxzM z3?KY6m|TXPoXY1*-CtT*S@@bTwfV)8*E6MUu@pXVa%H8fjOe{v&L6NNUg1}#&uH~2 zXCpRpd8LF)wbO1aC=f)cmhWLiIUKiV4Om$CJ*+Mf1*t?98uG!8x@O+qy-E2VQ%^=E zm=S{srLbG{<&UMTeITm;piF^)*VreBeHwBkKG(pt^o+@oayDCV-h$b0BW}khcr*T| zuHCp92Ieo1_5>HcZl;(JY7a8HlzkQkugRK+^aeaj*c9{+uy;Lx;S#ShxU-dz3^0Cd zN!M(^48|v|@mrqWOtWbIdsO_I(RCh@vVf;I3xAYk z(c3=%yO}7`Ofj3v_YU$`V^F_tM*J?kQtMHZeg)5*gcrXgO$YZ}%(!~x9r;wJ?g@Ns z6lkEc)kR$-qsByzcbwL;|Ka%X(A z(!%q?*!c?(QR5XfmUM<*iui4ZB1q3XeJ{n;D745y(aw`MocQlcw3a?;57k5#8d+v|JrTz6%TZ zvx&)l$A^K%Me@%lmGx{ix(=X@I0=P}G#?YMIB&~;n>{D4w^x!ZJqp`=m5LoN{HeGW z3F)!0E4I))YOJK`Pd2W1@(3&LVa9wF(aOka55}(v(};8`zKXxHzp2&PY?r*U*t;^M zh1rgGCA#@cLvG!(gmK%p@p>9E(~n~9+!U~Vu(OUm-NNPh{yL!fnDqjhO+6NL=zNRD zNsgL)lW7Ry%0C@*yZng`jqe?@L%_Rp86mBRc;+33UL_XerZXGvfvR;de zWErR6luz5O?kS@xSJ?+(CYi>lUK2%`{i-ysooFA55hcJe5xMFf_$7XD2vIJKn_*Kk zy>L^MidlR2wt4Pn+^?YRdA{H5j_Q>J9jlo?i?Nxvhh$Pz%H{|}tM(pBRFoi2J6s}{ za}@}BQO-95G%uuuhCU#D>UCS4;w1re=27j`j zMxXYkXOdEm8aJ4opb<>?tb6VUFk}zB3n#*7@Y9*$&k~>uzge67NPS7*NG%kxg+(smx>v2ax+#O=*>GyT1K$tB0Z^_L)d=A}3TXUfG|trwna zKQ9|*`=2L?qt6pD0V-J{po91&mZF#Hf_>bJaA4YEW_? zb2p|}l1E9%)jNjkTNJAB-gj>vzsvO~dlzmuo&{6~S$m533_5at!+LM)DdP6?R!kwT zpjup7(x8pFioQ>{Wi}yTF`Cv-vsW=)I_x_9a7yC$w5%>Sq8h>q>fT$k-5mDo^gP3f zj}6{q`7oq@ zq}AM1X!RyJ_4Q0v!y|dmXmLPJ?hq9l`Aund_$O^fl&h;*6u+L+eP@|~nXD_(zcy+% zXO~9*;i&0eIgw~q-(Tk{3}+?UCfV%eaOb#NC%lp?{|ES-SG4>Vr$Zm3|MzwNETZgy znmS48O-GVi8lvHOH|q`EtJq+}-Z*ZmeS!Qc!S8xTc2_@YVHKiRmi*VnQ6XtaQB6Yk zbH7}jBTk;DAJrG*Oc^+QdKYnki88=GvR!CAsAwBr#4EXqB}VJaZ2`N3+%7iiVRQ@U z{cB|#lP>|jj8l2gQb4wqqeFR>e)ngaW|9zG@6?gm)Pr!~j0S&S+3ea;KjOjYG(z9% zCONxB{;`yF7kN#CQ&X}hs-LZ^*sP*}kG}acF)1z?2rNm7ZD*~}$#i-NtMQv7H^Hc- ztIyy4g)KR`n!6526Twh$(5mGl8X)V)q$BhlAXM z8hR9z-^Zj%J+;;n9YR!38voD4`AT$FFNq2;Nr%a*xlKXirN8>AAJpfNxB`DP2e^YV z&+C!xYIADyWK2xHJYU&%8qT39TJ6IMIsX*L$CgQ`Gpiw+~O~z*8^ChQ9^vX+3Gh0a?gw1SWS&oKtTz^t#%FnXJlRa7$!zr z<2+{7>Cdsu{P3Z`%7rCYZB*36h{{>bgfz|1Qmq#>fwUT|23$qBda+S0PJW#oe~}3u zT$Eq5^7m-a+^V5ACq1u5FsTNH$Z(9xQgp4qRIQvES)b7PP3f18T0Dqnghob? zLkMskqHoj4XHF|Im!ztY!rD&)(=gs?1Rk>|%;uMhyc}~X(d@~tpqP2tuxr5gE}QQV zn}orn=tW=3d)WITjN{MYLk}OI3#Xc$XC4KYw(z>u|S~n1S*el z$Ci>ldlj!S!|43)LaCQ5LVi)P9wu;*pm&}4BA;Wx-f=r*{LxGsOQN+x^_+Q!>f@;U zLf&$&JK}V>CM9sJfy683sGFFypObWDa9=rC?XtpPP@W<0#Eymb#;1oOA#gC=WNw+{ zSD{5qgOue~($U1Ec-Bt}m%A8MA|Ui~;Xa?XMvb2`>{8gZX@*atBV3-5-}hP`+07L7 zCP1H0W8Tr3BXi4Qc*n-fAsu(4z>{X@nvzVz_sT?IQ1$)Xit6EdMFe@-;G4HguWp(Yv=9&6-^ca^*or$(%I7o%rQ^TJ;Baoy&LIkjlFCc!s16>orta*%}fo zdNrw;*AVM}xCC!cmRha}pUn;su}a9k(t!qFCG&diFDNJb6y~2Fzh z4aMr(o&ty+dv%H!f4^aJOf#Jf5JUN=l*rALHGn}x(h^zMRb;dG6(LVjtEy)Gq7fpP zYSdb*>af?CE<``TS_nANU@nOYR^o@nx||UPmr;E=uZ48mn~6OdGC49%8LS_v^$-gQ z9bQgZWQ=iSrq2&A;lHveKBYgR^bM_8KA3UCS*8pAcIDPpS1;!1XY=z%Nv{!RZM4Du z`9<*>c~QaH+mh~euAK6weM1(H+m9EM(zJygkwbhwYSb$h0UH1}rn}roMpJ{sD6x67 zIPtr3VE<$8hs6x8#3k)gOWkL`_Xrz#l{RXpbmA?NMyeq8<(0Qn=)OrymjuohilKVg z&zdNz4MM3L)KWH$ebtIaG#R>8%dFQe^R)Widq-3~$_wz^!)I$WaV)&(`H~QwW_O*} z-M_nSfBV{C#Ty5_SK8=Ha_l0`Rw*iDu)}b#`{TW(E$I09unG6DDKFnD&N3H9CAaBz zSK7a8edA5;+CPOJuTaMy9Zy4Qm9$&zc2SSE^OFi=fZHO}a(N^n8S>VwKFa8-VTKFs zs?CP7qH5iHMtd%B-#n(gAEuL1l_GVr_%O_mGu#q+M%e=tU3?EQ4o=!kunpC)-8>mX4;L&J71CB*=!)zSve0Lc+^A9()=tWq^n*e3K|wH-4}abE1 z*yg5=b@blYLQ%!UcVF~Hb}|bx6A=N_}_lO@wLW{v*nEEtfkRJp1w_ ziuw1o59Vzn45pFq=cIzp3vVZu!MionC$wzz!%iY=$0$Qw@^mv&#fJ}L!x}Z0Y6YLw zk*wve!i)fX*`5eunC4Nt-t?>W-GBsRbb-Ps?tpEFym+@piHF9Og8l^1X{!}HbY|a` zaW&7{_H@@|THgQ~H)4<%zaKL%x>LCaHHSCd(c7fO60TfR2}llnMCdw=-(mcZ26@R& zRpFk!dVj;%(GfKfRpu5;JJ+`Ufy^|ow=7to03UE_U<@!#f7XjPi}ZF4D>ukb2}I0R z@k=9htWighurmLgewSlVGz>msQF5Y@8B%6aAUBl2Cm@BykpMF7CL64@hXwN1UPWUh zcbIChi4@zDSnYeIApAmCg<5&1kf4 zX8`tglIkCv(^2lh&6=5}689*_o~ploH2{gUA;*mJcr_sO%B6S)H*I?xi(Ub|dka=} zQ28PwfP=)@NtaQnAEM@E-xM(7q6OL0y*6+6w=^s8n5j#`laN2B77;INwj$a; z$FO-YhV?z(Z2&jd=|FC}1V7CSn-rCY3)06awS$%WL)Sx}yGY^z1~IFMf4_dkuKHe$ z`5B%hSV+QFGY`qb3kZ+K!*X1*B}OYU2ciRS1~NDAZiGh}>)^ObE?$z4lN313fgNEKxDT2Ymz);{1^vrw51E}NmGTcs= zn0mAy`DvAfc7jT+1xyIJQiC5Y+PVFai^zlX!@;a7s>Y)XjR*IJ9*l^LQwJ zH$GatYN%7~N5pgg`5(EAGeF#yKOy~tq;)(`x4le|ktnNL`@AfT9ZN&%mjBK01CB;V z?@6fUel3MTYpb1iD>NYj`F^JGvlY8|n7lt&ED^4~rf&nO5=h(jU#Yu-$3a*#o`kNMCf1=4BeY zb8FAg-|!^2Lca}C`LofiGy7cbMRG8sui<4N_eEnFU|@S;zSFC|2-hp#TcW$$@#kO= znXbCBUo{LissdU)j?CCn{{G=&!;Mgj)dQME`N!Y8w|jc8!MxU(Nzo-q`LY-;9@rw&H9&*eR8AFn1rDSc%_MjrV6;>3UC@wVLqIO3A5uD-CpCUik)DMP#sk0R%VHa|bN4AgKJ7tgOU7M1q3W_1`L88yQRSf6trtTwCcG%=> zKAp^nudn$O(DtBqy#w6PTtj@W+fIinfi-9*q3W7i(oY0Iz1_^$>!>X5_HXWv_3G2u ztFy8qj>}_oTklDg&2QMu5){%!Q-|9G@ml$U>Zq(5ZXAYz@%nB6{ICXiJR|iPL~Ny6 z^(3)I(@I$gh?jqcn-qwh>IEwPH5mO2`H@-f;~qpqVgDbGxt6eEe)b9A*-e z@^9=Hx>5?Zmr4KUiULH@mjdM@2RLBAHY%Kpb$hNnLijpF^FNm1jtt4td8RbdqE6f$ z(_=QN{nX#@=oo`z@n7PCZ&-XGPF;a{?E~XvXy_?{vQ@hbmHm-38qi!_9us>#h?MLU z5tau4BV(`<>P9Gxz`#JCS`#IZ*@Z|oFh%U>>Mj(~g-2x1FXDc=OEtxGd{4MUpC*OX zR!J#CfzRJj}Z_v zFhTmcwv`UcDFegX)0WlDT1O)V3+>9f!JTMPIdJ?fkISN6^D2bG@$=hX_&R8$O2UB* zpWa_P?yB|;Fd)QU6OWje@g$pa8ninRD&3BFvDLoVSo_?20Cm`}KSJyb=2C^7{q@`i zdK-KUITTZ(|MMMs^W|l&VLjheJN3x-?Xz(RSw_wpEOc)nUBg_lQmiSgjNoF{>5khu z{e@Tii_wKWl{o%P!+qJ8$}eoUi%WQY)ufyU2^K<&#gSqUDjLVc(=F0o5z-_}*MD!t zA3V6m+zZ}l>zrdZ>1@pNSbMLbOFTV70La`ci^%HJtWvdS94@7%wA(X(wfVZ)jfgCp zfaF*f5XQ|`69}bz!`*=W&r~x?sjEWLc!Nw>c#t^$P)Nb*4Y&DLVW-NJXa<=Jp^0@k zmJoL+D+lKsLd-KZRZ5vNnMhvI?~*3=0o&R>kR#O89JNe9JIi%$=2v%t9IP8 z-%VlWoUfpRnsc%(7zqPwFlzdm4}h$@WRrghA4|~)-QA}%z7I1Bsjm;Mj^h|CJxZ;m zEzvw@ZIx+juJBA+EV@fKl-DOUXacO0`nX};FOqTM8H~CAB*%?sn*`U;Xv?{l$JI~& zR=erDE@10xV5-+^j1#I9KZ;|g;Mz+|a%ghDU_)ue2tb*dOd^geYRvdjRsy(I#!;Lp z6RkqJPT8SO9{&`kER2*}R8o@S1W=VoO`4q3q4-ru6Pa2TLS*5{$1#UowhSqVZvUX2 z_F>T?slUnvFG`AWP^Zi_3j#&Fc&@WU6doo%Bv!GPd`lx*^Qy)80EuCFxj|DutklIOmvAY6*X8MGL1~9} zsd8TFd$vuI3p%L5bD61NHI&(cubqjtHos(`)F6%dQ03BRJa$-^5&;zV-=Iyi#W<14 zi*slG#AUGKd*@hpDXde37SFytkZ|N$qjs1(AL==~kyYx@b4g|UP6I2xvPA;ptK)C{ z@A@~FH(MGaNj&Ud=cl}dQw0`Gx!z4D1su|-a3QFnDpXv0Ybrdmvv}>aU}}WH!l8CS zvg@JdT5E8gbupkahW`;T(Znsy)n$*3E+~g&8XUgJZ^Wn{7U7^|G%WO*Wy7Cu$5(>@ z7Fp7L19`2|RNox84`Ad#rb|}PV=*Dg+gI&>(huiZTiL>%JO^g4dN4q2FzcV$Ie{=;g~Z%IoT;btJ<@M zIg?tvRZ-or(mk_3&DW~gEgF^U#qqD~M<|&bwADG}W*vyvq)e72M^L^deHsrN`wz=r zFJu6rnN@n|?M(HL0F#AhGzp@{xX{sfw)=VMo^RkB?+LTFKp1$fO3LBK8HuDS>*G^R zS(f{<>c0~Gj^8pNK*XDmi00?-ZOVPKiXAcD`X?keTPP_Y-03~kv-kT}4ct-ZxH1ylXrwVCrtmd3eoVSxi)at}x|unV z525p#Z{%iFjS>FPYZ8(<`gz7?Er&f=IRIHqO{&+6R6Us)d;f~n75Qi^h zP}hzFyp@Nb6yPN-apgf*vwab(cv~B3u%ByAFM3>>?tUbcs5r<}7#&z(OT;wedRiTVUZrP4ptso0#C2_l;WB-z)Y?GySW` zF^Cyx9fW)EN(K=JBrHOY?8Y?hmAQ#!tw!t@E%agiS-|F!qZb<4V= z0wL>Ar+@Q1X8CFQ&oVppq1p={b2{w;s4U(##J)6J9>#Abcn4fP?g-w+19y54yKQ$fV~?s;yY`qP-`CL}i4#&~S>8v)~DfxwgK~FA4Dgzj{fR1-J-&PqVzT+v0Jvu6kA)~Bpe?*isXff2X{iv zj+aR)TcXAy!F>eozq4CLb9=sq4NJ5PS8Svpf}&9VwD|d6$SQ~`b)$rGl<9#Y6GEQl z-BMXP*IKfHS$Um6Y#Q7p%6Dz~J1Oh;yydTBF^le;tsf{9y=a6!pzm;1D{mG%uRbI$1PBuYITlA@ivRNij@86=sG zke~ghj?HR!px%^7EcqgUv**WSgt$; zPLMO4Nl@@QxT5Ls)jh0B>N}F-8gIIv)kHl^%EIzd`k5VWE~qnniL`=E$~ynVMM)>6 z=R|yXDGQKf0D3RJS<4s;0%?#7*?<;7-tNV zIk`>0zvq}FA(QZU6*Af^(Rp;b{Jk%!p*iom?m#>RE-;O2W@;P)qi{*#gL3!84k&hk z5K?iz_{9DZ82KHt{`OE8dqv!jF`}byAs$_DwTQpi-VjO&; z)H_6nE%{)wN{|(Wtb%w@J()p73jjvaqR^YL0vb(NfRdH70L|sS49FPy2YCET9t3G7 zJ?xLOvCBXygBu75HJFqA@VW0qZTpblUwc*mN&wo_La^=H=z4$(D49trD}K|4U-J8~ zjb**j3GlE_Zh7mn+{it?df3e$BPT9%xuBd#CcDw@fEQ>fC9hLVryjNq0^sfcb|pFP zWlKSN*eU%IexR|?zJeX{CsD!n=ma#Ow1C46%OzG%kXIUO*Q`0oq5IE4Y=WV@4znkh4%zU2h-VilZlr$&U~-%QdU*>+I?S*mq6Z@3MWEL8PJ@z+`= zT&Egi$;wS${Z@8)6W+~w_GCz9tTB}6fszt9z0RnOcEN|@?3o6T<0g+UKyd--jbQSR zG&oN7m(*`5WR;K`>gs;X8F!ULoy4*-mc%O{3ix!41$z&B`lBs@8O@+b;j23(*#eKg z)`&{menJj@9mq!8Qgw)JQn*jFw!!1Gy^A#v&zr%6$k%FGEehtI^oPaRnvq*I@M|4F zq@X0-lTV=Zny={(C=@V7PZhetLw!4|k_2FI1t2DWLOC_~DY^L|OF$ zK9F<6dxr5^S*4K{yow5;n3AWXzWyEZcS410CgRnr@_+F9z`$!g%8|*$O-nK`Vpyp6 z;dBcgu`JKo2(Ueg9#F{z@h|`!L&#~=wXC1*W|tWDF!qlo4tRWUfU0&q`Yb&C{$tU~ z&K?*o-PP%eNd)GltHX4$ksqkPY-2qvUOMN48T}4(FkLuYV5GfW*y#F{DNZZglDJ(% z4JIj*(ISui_>%;R5u0!CbSYQBzlH-uegd;C#Bg$;--o8hHG19fd9loQKixypbBj?d zUfJX;HE=942Uu?TRX`#|+S~4k^9l|Z*}u(v?Q?wuiWGMbt`GO3e!4V{$~{xRoRBFH z`M(RIUcK~aVlNzkhl^9wT9_s^d%-~=)Pczq5_PlXC-$eY{S{Ew4<=LtWY=@hWy(P7 zWAe4NT8o-m@N4i;`Ui}HdoZ<_i88%z0hBCqJ)_=_M+xpd+=1cxFGm*qztue*82I^$ z{95(DyLUG%rTAb7|D#Z+bL?$A+}T0&4acN{J3HjyJ@V7sXCRKp`9<`iB)b>@)7kMb zfy`$=2SCUO%zv*odTvg=LW%s~Z)CZyltut%a)V+2(w^Xi*mR9Co9?Tx8wvu*Ce$3f ze4hLq^=9mXci<0z##Y#j#y&i3Ug8bmO2}sQJ(y_^yVz0^fXaN+rg8Y%80fspIWRky z?{G5v{6Pqcaj=ZN^2(2~#T-yIZYhHY`3q$(ml!T#qkCZ)sVBz~fixjF1B;GI_1sRt z2fc3IZ~eM84jYj$H7#F9YY z=LPV~9-inep*%~idkEG9aH_x61E+d;#5XQclH0URa8U*X9PhZNg8Et1d*Ef95zqdU zMifxs4%{KPBn^d$%l=7T1Nn%}x9D=g$JxDQ>uVwFycH)H=tGhXdUSBdBVq}>_*Fa! z3C(Zk%Uxj9c*fx1xcm(`yr2eyIOM#7*9~4o67^17pL09jmnpXp=kyrx0lkKOn842e zN}v<~yKkE~@FL?u(+!Nl2Ltm1D&8_ZjcVmN2H#SZb35m=2ZM{DmW$36%C<*-pl!FQ zEZ+i~-JEsU_l;oDWx{g`pAFEQ!;{cYzbZk#gd-t{fSuyj61)PWY`4e2r54>4Hose$ z6JI6-2H|++Lhe^@VB}oOE?_(LiJ^ZDbgW#tf@Q}+(uroE4s(@a*ZD`F7dYw=Kk+|- z+Z6Es${6%aoZi!c$3s6)OErSF5$LAm@=CPEKGT`?Byp7kwns4@b$yHrCSWKMx+795s{9Xt=z*E6|%PN6#ZHW(7 zA)z=`Zn3SudSJDhc;__Y1g=03e;OF>j(}HU&|6wAZ!LzWtMi?zGBjMkzq=W^2i7tP zU%i}`@0*^qP(w6n-j(8YFnB+Y8w!pINb%^^p~cdGh9qLXaV#Ys2p;Nz3`ZY);sDVU ziVyIaGe9<*3a&}`S@3#X6;~+^8A|Z(!0ku!=jWMyBU)g?b0ByQuGBX1)qUET*QK_9KHc>s;jEaF%dL&D;OL zRSPNrKbPU5?vTn#Rjo9*b|*7QF8Abu4cs6N>47E&_zIofUx81aa{#~76CNm!7%y;| zx&&tdzV@XQ)jhEX(X=i=ECS zen=jx@V{0h;0t!iKq&RZ`VxW0#S`-~QyrT<TCcgnTRhl!@(~SO$PIh%Lf#Uk?|QWiWB-W9eExz)39o*+b0?IOqww zU#zDfHkG`&fei!C_<#R~{5b#QsiHzF8x2mXe5J2(IzAO|PUCVogo~lf^=+2T1CE^v4gbVRc8^H`z;amgtd*z~EQdrapzz5%e^M0c7VSmH z>l1|mb{~6dXD9SMi-L6o6wAx7qs=(TieIh+sqqzgG zhnRF91dp-qz(qPH3_j;}&{JUm`7^LPp)6>6fl3hwvM4gwFE_#bLEvtjcS#He$`wA3 zypKK$i{F&j)g4ib+;(2v(J!fG!0Z0II|~B7rwU=@13p9WiQ~JoE~Frmp4)`SKTM_o zt>BiwO`O2__bmO>Hr%LeCG{g8eD5s5c05dQl?S?2EcNB}Uhu{*o*S%_OPvOU0{ngF4g96(TmoMTeJI8aAMNl{t;#b43lANN0J)xs z@6&dOyZQN3fi_Fpc-Y#I18bjVhN1U$EO?dS^x$%UzW^skkkeEy7&DrO=D(OtaKzF@ z;8)fr9*oOSwDkZU3rGl1r9AaOdD4PkOyDHJ`Z|tDcKT$b_OXH`44l?o^lpmq?fy$w zrr_fr9b*4NOu<(lj>bH;|8K|PTh>+F|D=iSp$lBXyHzrLt)OQdKkE5M=cPe4(z-j; ztfSRp*Qx^Beh8+T=|_W~{Pc(d5Ly@fd8VO0>i&=erAip0e~{LQfn?+3pEhN|-1X?B zzQuy(+17f$d%Beup>ltB{^|i0ASmk|wMF&3xy%Fhck&+Bhoex< zu=hq3Ceti(TL$)WKETdwANEWw9VlL-xOcHXKqG*gvBy8@4{LuO104jh4Roic|8gbV ztqI;mJRSpg)3+64JymoZm^GfX%O?1I{g!SUHxo2LCgw#NMtR^n0=4Mla|S^KTS&;K z7iv`^uWo;pKG5C|m^}hWNX6d&{Tj*EJx;G7a?b2j$8j166MNN_u9}-fV5dc`T4Wgh zt8gQ6Z$f4P)dr~qd#otiBqWibF?z%LC!+cNFOD>uO|dFs_K&&Y`QfP;btUdLGm=5( z{4~vOCHK7sq=Hi9UCd5g4$QR`27ssj$ zBg7v^qAJ)ikz;oqm>VgeBuM$CDteXl--{1Xxms14_d*B!6N+12zM|lVbV|*xo$DE4 zZS7bZw+*&wo#~1$g^#h(`bc{!#JfaXPJJZw8%pe_2w>g+eM)*??kedO_bGT?%h$q% zUBFUdyZqmdVuF1SaLm}?>R4f)d$}vd@t^;fUDLYxlK(16O1e|d~0) zrse32(`hU)Yu`y^k6ZRx~T3 zT4=>=jRUo2LzP`B*~BMLChhrVG}_It%;gk>4k0!{Dw*!_u_GJ_m2op%$Z_7x?VK~u z9V50Y(=}O}OUC93s*35F^viWOyc`n7OZ{_DH!`FDeIF_ynAN>>B4CbHqP9});g;gJ zOT2nbh=H$N4o7R7m zsIpR?jFM&J^&C2g)nY>UMIb1gkQ^6NnbHmgtFNrMa%!F}%r(>VU!i&OFZv0?& zqx+j!J&fc$bu0AGJKorI4O(;A%wpmZT9@SDD@IGqHsEhEuIn^(R+ZGrd=9UKy>om# zid`eiN}XH8GAsda*LP7Q6e7DXd6MCF9ctl?9yOP@5%V!+L_lKh#sezafNRaPST+iy z9z4djWJ0yYd5)78XQC$Y`C;ax`gdDK{g@CD*DAl*{G0;)$cmHW1GLxLbBJDQb{1dF zT6FBLzW|r2877SA>I~4d{0hy&*~tUVRmGDAv8nW)ss;$B3eUg4QnJ%?C~l4tkJDny zjm0-?ZZV^#su^OGzf{-Nf@pLgx4V^n2e|*OIJ6JR4S_ejFtyfpb)m)UXk<3L{Gx1+ zKw@a-Z0m2FS60~8D6-+L88V$xQqwPO-n05DY#fLQNb08AhS8@gcKhd{t>KPMqkG?Q zfTgoY#8cmG;qTB$ivyU${BEC{l#cNHOrg^#|02JWl(xojGR}B<;?f~j@X+{d(97d? z+AD>;bxR0*cdkaDrQpB!5(KLXehl$4UV?m1?H_Wh)P$EGdLd|jP?&xEbq z7Rw1*UKpKGTS!VW%dTA{d~!bZWH@Qy#V9Bhq(iP0m})pvW)E_B&D!)1fpJHpZhD%; z5zTQ-wg>H|0OqG92&p9yh;^wfgvJxqqkU<3S@B;dsn%+enwaTp3G%Or2H99|v=;zY zo;nd+Hr&Kq@2?HxkkQF*1(8+}8i*9+mXje8Xk`)p}{*qY5%`SVkG3{f+7fb0ceGYQLZ1Q4&MhwdPWX?hvt+ZQ$Acaiv;_kBANVx~ORt z`XHFP_>;vS5`19o#|k^5otKTwv0#OU-KHN$cH|-Js(f5`^xsJMTL1Fg+zmD3_v^vg zZoAs*TEih1or%W6-rsvEi{}F7u|;Nq0|q}yw4cY*ZU*N~Hip*mAKFhbH@^g$)R_qs zuFn0wV!psBA!Z7hetXlDGD>hyQG^DD!ddc_fB3Hv!m@kTC^7HHDQ*oYVT~TI7WU*t zwc?M8vm!U+RXYeiWKub#Z+B8BJ5!)8%k*g^?WH+SmC1+~`no0xukcVLt~N}+PWt_9 z=}Jo!KZdU#*~*Qq#AH?JJkEQP8nSq-)NJhbl!db!t5$w*>3U zo2(DF((rkE2cR=-!J4|35!dtDm8;LGTT_BuStf0a|9j4y3v(cQj#rQDW?LCLq05#R z3fSiu1kBmzIW0e+5dF>+2;U4XiIEj7Q2%De8NCZxC1)bX6@PTV$JW!cSd!Z~!s?v` zV-=%~o_lSKC}t5}(n~&DDi0sA$7qgiVD-9w(>C@WAaxKSfXGmz z45lH|Yg+#Sl}rPb@c>()oV<1jhaf#9OYr?dMh4k=1p+BSh;^>Wn)pPE7dJCWqm2T~SdPO_P{;KKFO>uC!%^FK^$j?*~b?UcN2=Tk|&j^i;Rj10xHI1}9 ze<4QkS;a(}^v1rQmpE1NRDa}~xoU@86a+A>IZ)gTylW3&y4hpBi9+R};msBYM!#uT zgbD`_*+d<_b&ILdZ5{Cc&em6R)JQCssPBR-(U zmfR;6rsG9cr_`-MY| z#GiXWLd5>hbIv@VtUz#R{$jKkq;06qwlnW4*67~V7Z06hsXHWyjaywj^Hu4VpCgKE zvXwTh>J)ShTa&*oyT%7_f*8a&J0VGF69oqQQ~c({@pW~ENZnm3&x1C)Y@~r9$psc|5`LDru`3)Fa@Pd+6;ccGvP2i zc1RGa!`1egD|>F9o@VS@RUwsR$H0aVXuK~c@?UgmFy)oii;2v?)lIrS1=H#{%g}~> z!roU6d)Ai~gd1_|t|x_~i4}ylTN|%^L9nA*FVl!XSB$U!Wm-H-f4~yPMn+fjqscxM zl^$J6mGXS|t<%$suiC~;XS6rd@c zpiyjXkDnXiv01F26~HP#w5b7&Lryi^PTiG*n`ukqIOKLQhY-KGhd zJK0tTev)}UG?|{IC8vIGXgKPtEk-x`=*iFq`wZDgbjj&w*5S6pDBfWFr`^I}7Zr1tiAUWmJ%JFfb0D2f zEnB|P{2vowidzjpb!R$PrTY?4>#ef%J5%#Ty0TNl=B=ofls;yR5#6)daPe+|xEIL= zhN?o0`G4Xf{JnzZJ+LL_A1k7QEM85hZ0JAQ@LmdVce=R#ZYxfZ(U_ROlf}oi$}1P= z?J0Xh(onS_g(#<2BoTd)U=n4o#=(tX&nb4Lb>0WqST3(UQa}ZIot}NYz8#qzw)7B| z|M{`0$HTE+jmZV8KaFm;qbaGz+Vu22Dc4nVO?>jYIpduJ#{w^Ed^8T%3#PXBMmq@! z2#l$?eOobB6tTk&$2AG0pzC@FXsyIR3` z|Md+VD#i1qJ|ji^{*I|HUN7|-0noZ?C%NF4saVf#X{es>Q(jJSWF}iHghjr2d*_Wg zw}_lT*g$ST-}x_>`1FNixOZ(}|1fpK%QJjB9|xtJffJp&SHGKH?swL7TvDOa^V-=o z)^mwU<3}VYkJy>F9wGNK&A9dVPI+*Jv!n+ORm_L|UL{}TDr+~sGmnT)4+B<0D&=L; z5J@R+*B&2lcw)4r;)(uWTW-ws3u)`{J1m*|4P@gIs*V%h0;o}Zgl8)1e?XqziY7z z6>^?tTZwl{!+D)gBhz#^bUs?4@X8#`5gY6IvuQ*?`32I%;4TLQ_Cn}G!yFH2Iw2<> z_idEv6gH8+tYK$cTu!M`L!Pm>*qz3RO!7R~J_ECG`qPw6w z(?79@VzNO?1lVdYn9f)uV*Jk-)YH@tkC_J+=#4bFj*^GdwlA==<>_cA9@QD1YS@f2 z)d8^T@fE%0N6JbqOpYM``vizfuYm#mWw zcbyY^b^yjKH>_XR{9eWBJkSesay`L2eqaV{TN#fMr9*PM9|978v zy21-LbvA|RF$h(nPZjIyxoXZ+!1O~q{$%!*DIZ5j0Iu8k!nSAs!or?T{G zUm}wn+Q8G~qOtg42gjcLw{o>Y=dh`a@P^wsdnHD3=NY_1%(mfOgWHeJ(3#5wy!aU{ z|9p_&ZP-Xz(%|^NHW%+wev_VMIuiDkw;Dq zgPD)XbimqI@7N+cd_tc~dvw2*p_0|#+>xMENFymd7fMt$(ok4J)#+5oDh8|A{AY;9 z7C^t$4BXLSz&lyzdn5|*)}o&Zx2jv#T?0G^Gl(p2bB)^b$xNI5P-8(Sqc+-z>-7+w z$ntXbq{#2E`}7c{?6={pyGEfIc?E;c{EdVDu5$3k_8hKSFmeJP4eQADaALU6{RI8m zF1FLw8K`;E&Un9wlUeDgpSHy?OLi&K5q17KuV^;u4DXI7WM88JujL0wB_maYfEx{{B1j%zr`MR{q$a-EjCq`R1=Mls*27ks$-B>XwP!6 z@Rqjbj>l{YJ9H*}#Shf30Ot*xf&<|eaLT?`mUSCA+{J=rVq45^Hov{Q5NPoz+@?ERLo_y5cm(JaMAmx9e9+Dbh}k0-ofKJToDj9Y zjD1fmu;hcs7&WuvD7-sGk+0??c=Ex}!MzgsihR}RH(`7%@3m-F0Tp0NJI0U`hzpB= zCm?IyoP+?JyJ*&LWwpJiNB{1#=P`!%K5QBtQ2)}4M{vBTm+`0S2a%p`G~>&%Jn^Fb zB%kO(zO{A8wBT)-uu=*pC#n(|sRJL5k0Gc2w&N-L#Nt7RJGj;0n|Jlm*5 zeqWlPBE;Pl!4?Fh3A1*N-l64~SiS|>tLh&^bS}ACYgFB;s>s)zocW06ds3LhcKt4Q z_2d2O7nu9uoj>48f@Ub(kH5wY@%^CM^F)IM01W1i9Qa!rMYTtf%my3Z#Gj(Kfta8HKkBw z3u&oZrd+r7u0xXe^Db(Ubp+51d=SRQ$+YI&6egvb3K!DfgANCi$MlTTy@LMQ8vO-f*ieJGcMLeOjz=Vb!_E+wEyB;2wFr;nDW3qeP@E04i`%KH zy02{ftY^|d?tRNK-5PL)(q4Kq2$E}At3)TXow5)s5>lXO?{dcQcZcJ8U_181TK!ui zWyA8WU)R|uo_0zg{ILAk0VmxEwR2j6Oi0U^ozT4JgkCP-Bl{%lUFb&avv0obPp%=zcf@T#nD} zer*1A&Bf!Y$AHP;%MUiD80xv6V7%(8f9x6fXCF!}*3nLcYt2H;W3sz%+g2)5w2LYq zbFf>=#OeoYkxAcL`L`E)M(oQHJmM~SGhAJ?8pRULEKic`I~73lU^WMdZtk1>YdzJ` zhvhP%lz($48j5nnlQ*f^MkXfrze@wn_L5gD7bJ%LtOD;6S8f~Di;fqMzShDl?~dS+ zYnQG(PN3upG5JeY>>xH2k*aT();3@sGHJp;djdwWnIc`#v-_D)=>h5$?2mG*RPLTe9|;Y z{FrC{B35l*_SwoNEqqQ(?6RrXCXjItJxN+A#74E`8qoudU8v_|y2!r~oJo!LtgN`= z?G}ZkUa2>YLo>gFe+-TRyvK`KrM&vcPJPe+`twX_AV_F-hc#p;PN;w}R?co3ekIn| zpOXyp+n%kRFf~m;rTCqL0dn<2<-CM1NhxQ{bRQqTP%Y(bCajV{X?b0<(a=o%J|ppJ z;pl1!d*FkzQY3djWIF^H%Na7+5n!Xjh0yHaW)F|{@6Z2wXFh}HyHe%SH?_GX&mGwu zm(Hx#`S^#`lwW%NgA||l41a@?``Yh_c*VqXAPmw`JiFLoz@PY>5Vr4Oc|}6P)I`MX zhTkTlcPmBG=%cx^@$a9+C!^Gn#B2`ufkBq~eB++#Rtj$g(sOG}%4A~4Asi+(2oTVR z9(!Y@nzFHV1+KTU|2}wD-jGxQ|E!hM0}IP6kY()Z?J;JL?YNWzb853!n-0B{H@TL< zZZ;KIW$0Gp&x??1DS6MWq0S>-F+NZ&e7NDw!V|&nf_7lN^Z9B6l==m~dWnT97*Jj4D-9fzn$%%@Rl3nwxeADIa47N%; z#8Rv>C$dr1IN(L5rE1r7$s~gX)*&U&)?&aa1y92z?r`fc%BO1GRah-_MoWo(9jSDc zl@RF}Dc(iY*pQVq75T4=L*1rje~i&#EX-3) z{-)}d!}EbQOH&>n=4=KX@8$`*WL!Jp&%gYTZNva=T&iZ|XXSGTTb@r^xBG-8G|8GK zxEn1idUD|`VXS!wc@6VB=29mw5Vqaet}AUgJ*eF0d>@5c3ud_=j(VP4Fb7dsfLE#j z?ro`LTLYW=XR=p8;}xE{>2kcG+!diCTkq3ugaIJYyKFzGK^>_UUdp5~HCM_>YC44b z>`8dblcep+!?BSAs^ly@uNimJGH&ND=fr=IwlkiI;U;VFn;^h;Y+ZOrXJmazsEF4r zu)6H(uxTif@^TQC?V2TlbhDtp zYxxFNOykD{=;!OImR#PZUij$x+=bX~>(M6hR!_9jXS$Xj+kOVEF-s0p>%2E5ELrlR zIZ0B&$pi28j(ytr>~Fhl;2_6onq(YeEFk^M)4CduecrX|Rp7fBQNF!F{QTckFT^5M z=sF}BE2`#WH~M&CYp|a@BIdDK!0uzZdH1y2tNEbMRtHP_8Os>o!e8xMKH0XZs$!5O zz*pU90b_FHeNw*p{}ppgpl;D+)YC;wrt6v@~W#oN2&`J%f zgeL?|bhj;0oOg13AQ0x7;Y+p}epE|o~S(t;@s z2ky0JavdU0Adcv$esg6iTJ~~v{k1nUDVHD{q94i7r7w4hT4;2ClOaJ$YfoTgwtPCP z4SGt8qGxnHpeH_!*M}D3Oci*^r|bJq2wIoCvY8g(62(3GDsF0km5ZP^sXXp|+oAr&f`=#SIN7u5#tF7W8U zxK*hqI;^Zqh18NNcmPP8v$DUe4H4_~QUcwH3{?ZU<)gA|*oagI0JX56r>8A+k5$qB zY>s?+L`4)Crl-ELoo?df^V7}YFifwX{z=%0NHVp_3nijw$9;7SV=%tzLng6TDgtW# zVU&(=X-QJU>f;~TYN}tYfvW!cThUaL0kF_tVIah^BTy_*TT!%xZXb zP?dhmH1p)Gi&dq3{nDQel{JdW`2Zlz&X`eFGsjq#njdAQdw@=B0`yvi3Ag!^Bv7hT zIB6?FzDZ?P(=RAd#_EVy-(gsRP(Iq2U{%1=WGcS4^Tfu+k0_^`MWjU9`Mv46Me7F= zvCN4HNZaL)MDB}_J|*DJESmu{>LvUjh=GEo-b@F3i05y{V@U_V!8;6waiRPK4sTKK)Y?;T%$tPBi(V^e{hz>X`f8@K= zX|=qb!g~nEu!oHN7Is(P<-M`C@Mn^nGF$IYzki7feu<| zqf6L*Cvy5)0MF{xONFF#Acl}At~O@6 z9v=_QpT}H(+`*FK5%Z-CKL2`a&%jpG!`Re#@cST64B6i9y}SVn$Sn%)ptYsRJcY&x z;UM3|5(Wp5hgItU=h81*kk+CLLFwt+waJIAs(>{ILjP0d734Nqf!VxL(l&HIB#`vT z1(aZIXVvA4&M1*SyBE#e*Lpyu2N!8%f}%bfL=f!md)a%0WYn~V4ZPnSp5p2djJLLw zUXK@3`WgHI(az2abiyP@_s%SR`sDEZvh}GvH=_%K8N%{zmyCvY;K`cB497aaGQwd7 zo=)x34FTAWub4>!u#aO0RwXA#zcHiE^m2t)R`RMsnv{I1l)I`MEr5X#p?OF`O*<`r z{XeSGX_Lg^+xw*C0gKG7PHYz}kN(`Cn7co~XZlF+EiQ9%ydDm7=&3-P|ez1mmDQ6RbuKXUkgm>WFP)ZmyGa z^R&?j2+hqWmM>9O81h6^X&QC8SRu;&D8&zl6g@hE+yV2u_Y=!YAgT0X<67C*a+~Z; z6Ua8>0)jIKK(p(ocXS*E!4}1V;f;BK-icfgQj-c3Eetzb`FC3}pMneRM5mxYWEQyg zD%}4^Eq+nw``M369hr;NXYL*f7r~aI8*OQ1-)hycBfftptKJ}sJ&@2l_>2{#9W!L# zA9R*a+2JQBAr^0%W{6hKfNU9Qh<9ZhT50(tG0dpImL$QIwfyx0@g4nS_&Yr3`d5d~ zg8f#!Pew1BPEEhaX$QlZeVGC527XToPKIHIikKfaM?t?B7`jqmEB=yZ{Qux^96a=G zO)*{5)aN?*R)mGbiyDXK7v5*j#ajQS)gJ1xvkbWqmV(??*W-O-(&m;% zzp@&r>cDUr_E3nms~M77;8t6&AOr`!jL*12&$q7Ai6IDQHe-zJdDYF?A0Zq#k46_g*Sj1yo*}=5jECz7_f= zRa!x>12`r9O1Lb_i9uMrZ9`0K+MZeQ*-?2f8_Q=7v~hm>i0SXV?)7hGhewLvcA2=JIIFy9o01P`gq~Wgzvr_q7l69XxR7trNjwjgLlGrj z#UEQ|a#^#T7o`h2bPK(GNf`G+_fL>`nqc!v@q)%(BtDaCuTd4(91Tku6Dp~=&4ZO+ z?Z{wvyEHY$+0k?W;T*0M=BQRRQE!c(YyKp(I~@X$!%}a7OP$^*E7eL6~4BhKZZ|;57H}u_^;Kso(By}`}EL0 zVVVWjta-X2Kviayz6qDH)o3j4;0DXI*Zhjz#~IxH?2K(5a^~Ot=hXuvKgHjrCP3h; zKyMPFKE3-aL)=V^ct^gIXxIp_ig!lG)WKAwjx7e$N)A;_VrM{=&BIn#68M2*O4IrL zp%d(X%MJ8x1Yh#w8Er_Q$QhyDBEKD#pi;s?^DCuuf>zP{MXEN41)@5y^n2Gf*H7pj z6jNbg$dvIso6c=bN|#v5zqO1p!EQ=tppvY=<9^>UQp^@;Gxdpw|IM(DXQf|8;*5tpXZFttzTMAl9r}*qI z%5&tHxF5_B>1io;g)-vg!FNuT_Q;z==j|qmvVG|TI?4?ZkM;g@!$r>TqV`X*bj(;?4}V`ai4%|JyFVJsZf;; zu7G9?RjgFsGA(&HM*@dsw%6qf?k|&>D0^eczXjKGTA`areSPjPc1#G&N1LX-$naLa zKSuW?k`yr?9(K6t; zFPn-#SQ>_w(S-gj5PQH**@X|ar0r|HNB2F63hSAVUOBxN*Aj~E^XqHk1ht|jk4r+2 z9R$%<1dcKMgk`8m-L{bG+|w>amZCcviwfK2@uWMEGf;B7lAELg0_w8-Tm%i&#U8Xv zT3FT$@#MZ;AHP+?=^{$wx}cawRUTCROKrFK?}o)YM;>!TcM|toKPLDu1s-WCH zG{zQrbcM#7?Cv-`i8FtHfb2&XoHO{1t<825cW(4raa;rseJtLpknb~iRGzvQaAfv; z*f+jiod?1~0~OeEjlVk!uezrrqM$;*dm#-k-0}ym$SXr=9ySI>3#HV|Fac5M*jQu| z&Pm(+nN_22M@}=x>(^7%6bNlESGU1JO(^rRafY2q8`+2}Ky1s->TY7>zr$D<_@--C1_jnDIiJy4KX9 zqJQO2GUNZ@>-UGuh2l7#nfq5?1TlZjkPDOVf#VfyFNEe(?@jL_6**cdA9u~(m;85Q z&#;uK!D0d1s$*NUlG{f!m(e<^R^Hqdiqd#C)jec102`d{Bn-5QOb7??cMXnQ9ySvY zq0?WBLXS6qFc^rp3qR?XZTJNZO`IPq{(|GVw4RnxHZoea9#gRSuq(!W804eBcY9q5 znrOqXdZ2Uk{wDO))7Mxeu*P?q=Mx>^Od$7bGwzl%S#t;Zq(-ED7^k;-;O`~MwxIulk z<|ma#ty#K$R(s(s){pApJ8v||iO(PLYBl*{MYXN#FKgVIs9JAD)))<+kb_PY7POJtr0msFoEwh~vNaQ( zxMzbXx89{Nsl}I_a!5Id%|^@RwVfiBM0O_VwXIzuIQ+v-bGg&_nVd96k2=?*YM`L$ z5M(bmux8ku%A2K2;3+dE&dhfg9swL~uq9>@k*7hnu{8GdJDFf>F~oqAi)eZ=ic9i$ zww>i+_ns^n-VST@#MR)$2gju${@vqziO8lQGOsMNGVjQTW${fu`eMhR) zpGbiv^64q z@dPjO18#nj5m2$nrq5^2#rw2+L<6ltijgKeldFEsq##x+rg@cF&ae*=s^yoW38J81 zzKUB+`KoRdwU}I0HcJ)V_u#43jy5_NyY*{~vT6?=av>X&lql<u`gTo`VMy4{UH7 z{35W%vW{d5<*@%H1J8FMNyO zY|FYzNDJKa6rW2r*FL>cp$}u`1O<`}ztz2zOFI7pC`)bkoqfy|s2!h3aaxkLyt$$s z2KpAfRD#EMdzN=@&WJUfC#>w9LR(Q`-xdu9&~|9o^&Tl^i7%ejPf8z9u1oi@6oEu{ zp$+cxZb|?jxt3W=)wNK|Fs+fnQYL zalvL-fpknL1lX5rl=H3d41!F#I5w*#KWAIWJ{C`J>fudKj4`pIPJ3}}#bxg{0s{v< zJrC*_w+~Mo{HwBYFbSxkl;GM@;p*E?j~njB=5KyNPt;F9`-5)2If^p^OH6E=?tR=qtOm}?LO3znW!oU*ugv%d zs-NuUlhyH+gMXLtJEyz1PX$a3sth7$zbrO>M7NlD;>uXs;8oPiu!i1&u6~gpu$fN?B}_fiB;7 zTd4}ZtEC3SZ!vQv&^P@`js2+;r(2IUWz*U2qaTFsz4V|B5k?4JCsHovQ?aoda zS*HgdG+q}Az3)~5^gQo5P&)8Hi0_mu{mU(AhR9NW+eY|NF5v{Vja-^R^UcMY&I&$m zRj23e4uI|BK|2yLQ=XSg<(R%{l{W@`E#Cb+X7jmuA;Xd9Gm{U#*W)IBZ37=Cvx$$5 z*o=C$9i}R=lPMmso*S+>V-mJngK~?Xio(!>Lrdo~ynJm=$gnF>&^N|?gGLL=mEG_& za3~jlK+e7;DAphX6Z+2ji_AI4%f4VntTb#Wo*L#cfQ-&I-6RSR%?jqo7=rhMh)%fg zoeYG_&!cOG!3)c^@$fzwbtoN}fiy4rcdH6eiGws6OAGemKeD%~CQ@Z6ZI>Y0P&1Za zfgW?2lt5d1SQxjIvaP79Q&-6~Zz<+!qL$#-V@YGxI!f%g{9ume4yU#E_qJ0!jya|y z9!iSppyAZM<-$Upve*y!%}{wSj8O}tBB0AD=;FqhI-|R#)HS+8 zW@;v550=F9-4>Bl0R9el_mO5{>2bhm${NbumRGX6-wQENg|+k%i6e(?7Z536NzU0I>@ z22f~JNsctDbei{nA^U1kuoQw%vr-G(2SG{(k4TGj%#+kkTt2)*M6WsVKNo&brB74u zZk1Nw>T3L{`6)BK#mL3=`@qnG#_?d4DtybuJIxE~or0U>uRsM}Jk_E`iwPm^_`>+! zlbavqlHIRlR!Iemvm=6-{NnSSWnK##hrX2)O>9mT=R%NpPhhgpRj|gcK8c-oOacib|WhxXa4(P8D>&*_%`r-!LsV8c@ z=MR~~=|L`@h0nL~xyVwAzS5`L(TO@fmgtt*B4QXwDr%McYYxxuky8nRk@tA z5dJZRa+YPcJj$evcXfd2%4~PB8mNDdiZ$bT+8n= zp4CBT?)Ewly&p+@KGjV?Rp_uBz;IBOkDOX-c`OMt9|NK3CnF$y$C=ZJZu=m%+Aq81 z1??wE4&5G{Pv&REJ_ugJ+B&8*Z)_#ygN$KE>8qJo%>+xIlGL52{k_UBaX~VVir6ze z)A=5dO7nIp``84yF2nBEMx!2wW44MX9aLx2ZX73v&`s@+>@JJVX z%bT^1=&zwU<FG|#<@gUhlrt2vtBh9TfR ziYnV`zebJt=OA>_5EM?NMIez1<)+`YD>rCdpjg(B*o_H0jh|X;O0tdUj84+3QW!Z~ zA>hqCgEJADWYPMVW!J3(IG&_)M=DWSrCD{uR~VjJ-Rza6UNu+~3HgJdjU`&4|C{3< zSIwW9iYHr$KEXanrdBD&LiN>7qC)tb?MsnSK%RueJK7m|8PGM%2Bkdu5^Iu(&{_T4 zr&j)fg8uC73=3RJ9Cm!F4CIoB)d0<_%u^b}06Ua_l%nAN16@VOfCTFJv*c7eOjqs* z?*4lz=ZM^Q#FB(2?KwFrLWo5nD!R#`azF;E2$8uEwx1p_(Q=dS38$a&v4XAxY@aXy zSnli-uBwaCl%TI-TB03`#>N|wbz8zukP^Uz-oWU5IiKvEu`@C!52zt2^CH6{%SL=i@>JsJkGGtbD&-b6 z{dVvYxSigL#v_m;mwbf;kY&GHoulAxOm^slctk&kkS2gy|{0<^P<5gUUppPK!!hQy_w~Fw!{CQP}Hm!(!)OVe4}~ zq0>TXNLj&#-0rx4sNb^*j2y+tbYecGgw0ZG6%)8le)uIb?(IhkaU21@|Lj%s)f8K9 z4N1wpUOP<}=1Z@@nA2Bt7JsJqMbo*NM#4Ew5tOXqSfU>hW>x$aul_C9Ggu;mUvQf_ z3=B7%^pnk|h^%vTyrW%ek`adF)EK?6=n&CC@4sjb)c#E9+vVl%W&2c+gazw1^_xeY`h6Q3m>YA24 z2`J1}PwOBwW|L~YH3aWR6K!zG!-(AvQk(W3*EpuYXSdAK#7n$)hDlUZmk$*Xi=hIf zcAZFs#xoITnjROiddhLPo_a=trx5OvxNiJleN*)!->Xrvc!8FyUj7H%x>Wr1@+inA z!DQq&A?2qDQo>#2rU1m~&V@{v2*T2lCFru_LDwoOd;X+#M+Ju$$=oqMRq zQ93Gs0w7z%z!T2|uY5M4ebSR${1c(i<4p6bX_MFr6GPV+SUe)ouw|V5us!mFA1H*e z(8SOH9(==`WjAMwRgmF~68w_*tjYD@@r8%IEY4)*-+-cgT1&`YdiAHdB`t|^3Ei7z zx0PlpXLLTF4?P8e9rRepsri2zv3s>T=`VSI9Y;(4JBw_RV4d#3OfY$Ab;fk22vs=- zBaJ>%@W<{Et{}HR;?JEsnlk&IN`h1lw+zTO9{-(N;;6?PCDe{M|K=EOI+T@OoumTO zTKwi%CW8xv)u;}!B0uy^z79S6n@!D-wS;--bZWZcX*$os84>a64&*PTv*>Np9N?&x4n31WL#N^Ea=H$*ldoFM!B(}vghyR78cOc z1$zR=j5-*OrnZ@8y<`vCb*0V(pTPYzo(aUjF=xtQE8`y`WGKucJ61B$7Dg2DU5SXC z!Rgu9JSR-_OjP{@Nt*8Kjv$tylnlR_HxW4!es_p#_IDIXaR z-hIv^OJ*+k=qy-0Qp!Bmj+c8(=%M(hhi`w*t)66}SWg?SCe?ZF`?N|V8!jH}$8j$3)Coc^o*LxFOWkBCWg&$^@_yFOz zwjrRfI3Uh<^GBww5lONV(d#uPgc5koPT2sU^}W(xcsKcf+pL0hkfbq_)6``oMUkg7 z8RO;2!LC-SY;Tv(X9A5e@jyW57=DX)vX0x@!&Nr`ANhtEj zX?Chmz37`0^N&BECWGE33H^Ge5{n!j5ndkqvaSlqi1=WsGUJnLlcMycxP*Cccp}^@ zJ1uj&QXBYkyZNAAbzk4@fx(~{LigfBTU1v5eiw9rjU_X5l|%}r_AX{1?Dqy2(e-M}8aspHbKmRSyPAi(Cov?s z(G4b~t!qVf7WwEt&0oRpOl(I)$^bt1Bd%J|0x!cm%WaFsZTpPt@lAiUVdoov_c{^& zh?*uwlAVze)bdjr#5Bu!GIk!^-;m^taG!VPk*4Q{pa0|?Sz_;czOv>s%N_FB zjSUw}efG56^|G-VzCDMEA#l#BctldjgyIiS1%k z9F>DRBSYm3+=WQ=lI@gKsmp1c@OVR}q?ed|0{E+H4BIDyo5AGJ~Dxt%nY;+$X{MQQwI|;+%98% ztVfwGLpCR5YkQdUIioSHwh#5~+TA{E4I=Q{8|t-MFUS6sm({Rl)vqN94|bGPRV%@; zRI2%44k+@8e4mavN^=slGWx0eGdm!ZdB?ic={mfpnhdt98djiImh`MEw>-2V@gd|4 z5diEQ%7%hMn?JrbmB+@RYu#MF!sS=kb916gsnk z0;U^x)G_gfRRL?QLQM_g)2W--ztnoOQ@Ck%3cpdSc6RtNfg6!FE#$P{>mz!3EaXjb z>Axr z{-LbE7UbK3nFeX{D4$vJOaRMn)9*N^?Fh(VKoKzjyD-3Svi z!iw3EAY(t6cAO;a!DW@6xGF+cYX(LU49mJ{fIh#gp$J5Q{iP|$Q%RAD=Ri@oPnaID z4OJpI4lI8CNo+@@4?^Bc&Q)s@n^Y9u#p~ax?`CN=#b5+~?Izi@W+diFG~DSi3Q{KO z`=R9S)4l~q)C!{oQPu(kBdsAuX6QQ3zoki+DB!X^H~rDg-*7KRW#9em!R4QUO3fU7 zaTuS6(S=%`3A+G3G7>g^aqm)mkC={0TxR>4NZd1Ag*rFFb@J630cOxX^aWraF(KIN zl}+xvp>$SYn+phu1iEIbrfk<9f!K54JpvW+q$bnn>NU#qxy7>-+@qgzFxp_AR7quA zOx>Kjp6&$kwKGwr_CzNpgK6HGO`qwOp$f?g@KW6)uYW1OlCi=yEj{y;gFNp(PdKRyzK9J`r9!IQ`sc= z`jO;*?R!kk63yWu=Gu9|;yBr4&feswLqV*I5E_01WiiET*>ci69TT52DxDn{SwltR z31h7C7R|mZz7=zOjW+=(A}CmKz|=C#w{?&ZjD|Crq-F0Na0vGx81`dd-0|Y1Zkw07 ziZ3f*xJ|sX-=O?5J`U=CIIl>q@t!)gJvLiCOkkctbnCnOGO~%6il2BNbBt_sIoYf3 z)|cW_OC9IJk%>oiSCS^!LW4x%Y`#cORny;7ENtCdUG2wXnDTDo5GY$Kx0zz;rnq`F z%!L|av#_w@<$Cox80zy&Ac@0#l^fJI;X!lOi>?D!{XO$* ztPs_{%4=7~>%_~yF@8!bvN$pCwmnJ}!e{WwF!#{d^Z-%XJqUmI{P?bbV{)JV5d4AK znN&A&*K#48(4_V8BgmRBX`OcsKeCRAuQCghCznp#KB~B3;iY}cBZM$?MQKC_&+p?v zWf?QqWoO_3&rj(NfUF6$_HW(~-+E(ajheLlZhT~yI4wItXw&1Mf(4kA^yjj{(`~OP z-J(hlHzt8+#%$=3*1~Z4q%zY()NJ73jJ7Mqc@8pN!;^ewKInQFC?2C>rw}q}uWZxY z`14=O3Rhe%$>*|~>Zz5x`)P;v+*My;cqu9DoHB(1QN2FeFf8cpnK*nQIc7Cu&2Y}P zo6Xejl8g2`V}+Y6dH|QTn2f84 zu<&y+Dw0PyurLvp+sE@lpTnY7u5O8RX@KY&TK!F%$x_gjP22+uf=nkwLm3|m?P%Cm zym((2xW&5d`&nkjenl3a)ss>wq=20@N@~Mb(~q$igsX?A$BWWsV07?c$_mdMzpx`+ zMvJd?eAP%fs2FQ$B!EDLX z;pYR;vrEylHyTmyF5fO`aYtRoKfXZ#NxO^CWPP^koP+dQzYNxr`4KN@t~x_}yeHQE zYPrW|C+0f{hY1{CAm)o=TCJHUc@GC`+LV3yM zwT3hGCfTiUrykTg{mbr0gHTjykR&&EY5P`So4iY}c*sd!*f^F$Fc5)ROJX zt7V2NON+M}Yjl*^?ySnB%-@~n*9mFvw3L=aM=-t>GPSkff2$FDc@v-`#7EqDF-t1z zGakO9kNq9T^wScc&BqXtB>$Kky_&Sbo^a-Ic*H+GgDX{>dbnh$Z;PFzF8qwC4aVPFupm{k`kDMpUqWq z{>kC!5XC>BV&{B{z?H;tO@RApkJ@QFtlV5kgudsnCHG31xO%v0xPfVd>xuMLWG3D> zKAd&3_FyiR@og;wZ@<)(@REt^WLFuKoqJ2`ADk6r-N7e~RxR}^jMv80XtFl!n=&f( zsax3#Z;&+mzIYma)4yhg970q3nOZD|V^BqYR-qiPWs?paE1`OIMoM~qrH54-_-)Gj zc1Fo9M9BWj)VHL?&$`4aq08<|S=ZEd2~jaLH_ocASOl)Gv(WC|4RMB$aSaaEo)*V3yldJslo%XbQ{Q1A zAw}Ag6!=Pb{y`}$nw!ez+$6yO^c6Avgp5K3tvZq^{k52MuN4U{ch0g@wEW1B-efux3uItqf>|CB4sri9TCupkCbWE zxLuqP=Jk{8z{`#@#g$}>YlNmdD@Hb@jR8ehk2iKKamMUwhbP<_f4DG%QiDFSt67n^ zh8I&hjSyisvt<{=Fc=1G+cTW+0=jN3k&-a#qQ|QZ&pVS#zheuP+y2Y|`+L-nbx-|c zX_oQQS$0tTBeC{x>N%9=sL@}$;L?K4hG_ez@uI9fj_LP@wp0;jC>icRqEWmpkq$r- zX!ucDB4ah1MMvQ{k}6;ZH1sI&08PIHAOPhZKdWtC@|Oqmt&}pSuQm~`*ulw$%1>JR z(%5f9rD_$w11HQVl@8F8sN9v)6aNf5nDxf2*B=6^B3`H{c^yM1Pw2jF_ex3jY8!(U zCP#3{h4QvN2{!P?U(pJ9J3K5YqHS@s?zJ9p#@h_97%N7tc}3QIG|Rn6Wk?CJoUr?(RL>Sb&@Fe0lch|!DXL$I1x z)`{iMx0a$E5>7HIV_jm6vmmVW%^xQQ=sf_~eZufQ=$#-*yK`#qNZ##Eyj|P4&x;lFSwM>j% zZ+D<4xuvd`quk|}$GKPDG;pS~! zc0C>~-1*~Jvw|C5U+hZS9e^|E=C0y(Z-e%4_UJDNo+*^s?(7P^ArAl~V_0AMTh}1; z?b_lcHu29JkC9QfpUTMsuHWZ=(zCmA-_B#3fHx-)`}56F*W2R_d)KS|-t&EzZPVKn z$a2s3<<02re4)$lYp9-~?bK{imrPFsCwbd*JdloEuA`;l*Muk=-4G$_6N=zM0Q^gl zv)V#5L$RY^+UE$K1EOCo>t7-$H9sr7b#(c?#0eezT1^)dr01O?e%Bf5)J&Tlcn3CG z|HbzJLbfA)rFVkg*k<3HQN>qN}Ki$(jX>te&U7_Yyx zPud)0uQuDIEsLKgys}x)*X~n#gvv zr3+lw5qmf5fCqh}c7tOPyITNvB~l(f#jLNBBZ{|=3B8gam$lF$co7+yb>_r7f!^-h zpB~!5Bc7VA-A3AEvFEGH1qz1X-3l{y@%P$heo^_dba}Tf<2SLnI&UN9vtp{NI#VE{ znP=V@N}EgGeK5iEWB0|-!N=T#VS_u!GSsN0488N-Uw~cCU25csKNT^_m=pxF)GYK3 zpRLr<`ucut`!Ma`iMCxL%5LmWA_iTr~mw@3?;sPf8QG3UXIS*?sH#X0B^6cU9T_euQx`1Z#N*n8g#$^|0zk#_KNpof75e`?x%hcF__+R;jFXH1f62JG`2M$y=l@5KParjx6G;eO zAa#rri2=m>zpS|b`Trm1|4$VEVie#N_>YW-mxud5wwzqt+yL(X=y7rLas4L)P99!f zzW*yS(Ept(CqFMg;6EvF^6+tT{x=vNK5m}>>hbdexc*zZe{~h$`A;zXe1QLy3BOyUQFjt`xVPDV`@{r>>Jqv@{z delta 119181 zcmXV1bzD^6)0R$YB&0+@x;q3UrKCHhyJ5)-ES=IIA&r29ba!_n&C(?$9r|9rzxO}b zd(SyDb7r3BnfdJg+{5{?hg0O|ENT}b*hz#raB*>ckYkrEp|?ziXD*T9Y9>0 z14-hH3JqfA>1bc5Cg0=tbx1(N=`tOGF-)<^!{;mV^ z*k$B@cX!m#aW|IwcsrMRc{}%3#Q$M1PSk4!Q0(k@nx22$_bXmIKjQnl05qcnTt2e> zd&D+sf4m==07OOq{^h%U`qb`waAi8XqFk^SSAW~7B6=|_KnQI=S9bVqdIEn&dq?6S z`8!0)==SC|+6eZqV`t>P={avjIi2QME_j`N&qjS9*T6^mj{sKQc|K(Jpjlhnl zi>S(u$H%zy(KzmFZTD+UN~3?PM73fDOgGKb4slDO7K$vXoEU!}8;siJM16dp%GiL* zx;FNFNynz0JKy{;|4Am-a!T_`ZXd=L|BG?|j+*VeDZzsIKUoy_fcUB8YyaaZX-Bl` zZ>?Nm*epK4Z2U->Ir&A8Vbk)!*YXKN-IH%^oW7P)Kx#Ti@VC>;No;THtS!@u`P=fl zn!n62q16HbwyWn)kB&@_Lvh(PS--Vi-W9ITX}bF+@!IyeF+8bE%aG7&VB!q_o7*ZA zy)8ESchvECy8Z|pO;B`b^-C6d^t{lm6K=mRTYozGCi3_G{OViV`_f`QcMj1Dk)4iW z@*9+0Uea7P>$G_9k8c-L-e(Y2-i%#v%rn;*p8DplKdfDI2$DK)77O?P?d(|Ax1B9g z+Y(xDJwhQZZ18Wp3-LeAn32i8wcuv+Hr|U%%1z@;x~xS5F0v}6nZy@O23J^qZ~R*s z;i6+g{=``RL9=++vx7{cm~MZ_x8o7%-#a6$-?KJMK1K5rnIG4={7cG#IGfjR8?HD7 z895eARRj0tw3d}Ci~y!xMU=}^-~njA8vvdfI-Y1{F1N!CU26@F`osUu0G<-f!hes& z|9EH2-Ml#gzHVC|v_I~=quaC}mT#h|RGE=UyfL`W^Ggy&CaqWGer5Q6Ag#*S`hfrL z>C~EWbWL}%1;bug)TfiJeGjhbGjFm+j@=93I#~4fy?x>`3MNIgO@Fa3_&?^S!8_>v zcN6NoX?3s3k@WJfj7O6>tS$%m2;WOWZ}a~I1OCE*kJzw{XI-rcH{457h|&!D*d1Gk z?_=daCFQYm>z7A_o;FiztbM^*5s|;t(@fW=E5weRIQQcviddmn970yZ{+AaVDwTa+ z0kPj`dA@VInf9-A4!j8Q*5ir!yZ`i7{1g)_B0{&}{TX+TPh2a14xI)pNEZeBYsTzu z23wgwaG9=&%%5vd_da6(!)vYTX4Z*`3w2+sWxr3ewg`%#|Zz?4f+0xgG10nCnIM+56irUg30e}LLQxsfVGPIgW!4jt<(k@ zFEFL%7&m8yQ@?-F%2BjL=8m`KQ}?EjPfnsNX`p-Kd)lYRiv)IqDT9*tXSGXR8O5FW zHSje~!u+aYFX$*0v-@FzDMo2;T#XS?F#$MU;w^jAa7=b2UG9C{$h^Q_cU6alEN%FzsdhPrpgQ7?byP(9od2c9Fj7t~Wy zc_wN~7>{z`EWzAYlyxDy6>BNxJxsR%)+agK(ZZ$Ba zti2S0kRv`*7p9chMj&lXtgY~AQdPLwt%UEMLs7X>k+=D<$ zo`lLG>ZO;5OpWgc0_eu!<6h1wG^zj*o@XT}$+BI+6sqZ=hGHni4E$u(1^ibG1_YhN zkuC517`Q1Z;0Kh>q#VDn*WxmN&R0vbju7`Lu+BlsA;CKqyvI0vYwM}y1WlRlw8L#i zI9%R7PwOFk%fRq5sIX59Z=m%Du}WISth=(XH3QaeG%RYkrxcc@=z}PtC#Vj{5|Z&$ zQHW2x8ci*|WHw2`aoE?cy2)(lOk+3B4N|MiwT#+eZxR$cBP{SR|CzF1lJ2QW*0Hf{ zjn5@Y6Ig;TGeO7gIT0j*;&#A@spsOQt+|m{&Se(M?Nq%g)rA|j*)vLziC-d)ix&H4 zDR|GgzH=c6ogt{_%YrJ>DPVySn6)D#GN>4bzL^OjgohRB4(gr(!XjWxAph&+=!0sC4s;s5OcKfFWjdy zHcwtix@nK%c12(+^!Fx(o*?yvpEI_S#_g^I=0udQvFrz28sBD1%Cl}2;@$5Cj|jfV zyf0%?+2G;b!v)}Z*x8V~r}yFKGTE>`kiI}#>{AeU)x8Jf;l77*upcJ=hUmJoKHjEADtRR(A^m zNj&6ot6ig*n-0JF}YJ zDM2#4tXGIB-6iXZzk;F)tE8%DFQ^%m>BtIL5(viMx=n>Mn|H~*}KH?Tg=dTQ!fpiafe8;&w3Ovq+>8> zd^@#5XIg3C{aVamrAaKra$=3{jS_klQ{*IM|Ib~4J7EPk{3ijebHjgN}e84CE3@T3Vc~2I!6OVQFNzENDtJFY7t|WdfS?{ zhpaC5CR?(T!cj!$Cj6ZfK0?#$C%eI{m?RbXxJdN2Yx@8nh|DnzMr0W!$@4hrlljiV z7jdL0v%%Z*we$)28J{(WZNv9^ky}aG+(ZNM#AZx?vZHCR$lz4(_gPd_PEnNn=tB{8 z0KTpS5uTw!@H!8>dB37$W7G7UkQ;aK3AbVV(%6Ty7=$I0RT{G(Y=Zj5F>$L9^je)Z z2Gr1h!OPTtfuH$Q`kR4;t2;$h#B?ik_`DnRsM07J5Ojiq9@=&NoK|{NWbL;aY~XjDa^okQ3m-qv!D z)H@_bsnh#-$iv?a=Zf63+~@A$3yqUkQ_RhO4W)=^ef<1-5}v+RP8$ynlcF49*!iWy zJhw0%bGUKl4oB$z=K<~)4WVpnL{l%&Keb&~k-|e@L!4{m6I3h33G6al#?`I^;TX&a z>`Ci~fC-D_E8-|ddl}9bTEz5EgYO1jpc~LBg_#m3%D>m=YDGilrd*qO>3@OIITY6Cy6jLFOSjBE(~bx<}K++ z8{<-`-uO`^w(fa5WR)9V5Y{#Ro^28)j;~LrxB#_5uSL)jKd=4xjBd2OXIKD_ZvP>< zQjF0!!nNziI$yE&M}+|2)-8e+ap{Kxt#o_%Iq_G z97+XFcd;kQ2SN%RS5Jl=A0SrjVy!(Izl9BteZ>Kg1I9)ZC9ZwvD4kW-c}nDdFNQk?kl&jtwb<;ODONQu~%M6$q&hW-NLT5MtkME_6YZB`3s@Z_#YH2WbJbj4~^Sn z%vEg!U?VNPx#0A+C&waS^@s@Q%o&Dayx{|InC3(~sj7s#*c+))Rp zv;`Mrsd(RhA5IGtLq%KU!b2UcS#kd~fsfkRymfGZaN{b#gy1K(B`zODad{aSD871K zN9LEa%%!VcYV70Wdy^sJbjayI#jFl|q3c9H9i+%To%MI)XpRTvbpKIv4Q~ zp}!JsJMc(=IPUEi6xc0SNMXd#;tSCt#0xR0DqZcgoarDH-FV?}Pqn@!?~6{rM8rOE zdx*TT_^YQ@&A&~oD9M;9Za&W(4Hmp&cjvIapAkb-jwdhD+R`4z$WgH)f}0x=Fi|tb zxN>5JxD_Z`Iqbf6o^^lS_YTa*$`YDu?msSpe%YVz2}O&>*L_o7^$N}?##@KTkj!&~ zktJ!RwGn~OljFiXe%?7uQCi3yxD_}ND}Kdm$gmhCgi~aKF@h63^{ZPbMo3sffd|6V zhE&w+ZDlQ+jlZL_0laj)G-S(-awi(h@HVMk4hH^lq|EgiUQ>aOv( zYJ~|Q_+8U8(;9xdg8v)y2D>FtG!koCROo~EX^S5(decfWaU*&mJS}?R1&is=NzW=e z^!(7z12m+rvIhHY5|uR(xqvPcy}QoRMV29*5 znAzo<4J^({dVE4~@mJB|((8X>Hk$>yNa$v_2XyIYt! zC~G1r0=?s9I`!1(Uiu-mq>Z!dHXlk?GPxd&lS*oZ=X44EPHV@q_yBMdxw}|omd-bw zvOb(fVInn4i-u@w*HX_O*ytyIxe27epw-263bsGJj~@O-+nq)!^=cVa!qfH^OC1-X z=}JwEIsuW}{!Mh>dn5@3flg#DX0l%R{EnzvltHS;pruGn!~#jH*yAr(W)s=m8*(>I zgMEb*M`^Wogt$g%kyU_OctLi8D&*yw?DR_XVBM=E`j`7|B{V3;2hC=K_6&{7;x46A>Ttqxz+hUeypg-pP@w5%*LdefUsbF!KGBl+37O z3P-t%jKSy$`?Df@)$+%^Cno;wjtA8vQRd@Bg~Y#!7!SVE9e*vqOT`~B1v(SeIo&F< zu!nXkC3Ew$o(uSjNYVGVOnE1Z-y9p)p8XPtlj6$156Ehn&%VZbr)1B41ByTD zKNOlo=W{*p=xqI?UtR2okPbr;j9Cj>I7GZtPw_$r&XkPS@;$w(B9cwSPwsuVlPtC6 z>~FTnA*s80Y`=i+cApV&b6UBCDAx8?83`|Go`8SB7g#S%6}3^{=2Uj=PO>kZ36+~S z8##5U1j*~9In&DW^UJdTz@E(y^@Q-tPNrr;87~vgoRW;A4GQPlXvxTEY~m5#aX34R|(jz~s2GNWK#K>)16W5q5>9b2_nc7TUt?r@7a zOC$@E(aL@nNWc2-(5BuMfWD{%8GeHi~^Yq2@c$N zp14#6fcmv;P)%{Is8!-}nM=pwgrt9IBr+MxRBzUPMQ`Wr?s4sW3A2rljF=Ay!>xNlxQ41!AT-okaD zVh;AG1Tm$TAc?qiiRU@hpc=|R!or}E$@#jPwfek3@@VElGtiD7*;tu ze#pjm7&!$No^VrE6T34SKX=j|9;)yYp6)Q{EXHfwADu2>gqC?YbC{=HQK8-KOht!c9QRIm-IuAXuG6OWq>B$SB$K0DUdwdd&QbAE|w&;z6MA-v@n z%@7Z?uHeMlnGp7T{n}|ZE1BqcSXg*!q=g}O&RtVcCiy>bcL$Kx@kHk*KFt>HGCHK3 zNWVTcEAIKWVXgZ1ff5*n>te=fuMIoBsO}oYPxkaeG1@s0E@s7;Y;O&#ykKY7AGOWB zrf45g6B#O9)p!gsEF@8`T3~)#8w0Jp$dWUS)?VxJyo>njkX1IW^}ITaKd~)r&*zqr z4YBl!)O)1I(<^&nYz3ubMCg{WgYlE8yUwB0j)-q+s=faS;Jda%?wcIO5!f`$P#YI^ zIu&a4uDLCheMQ(`{tQ)Kz9xjO?To7HF+mVbkH_4j}-GKl9LU)_RusmOkCfxbXBFb+LBceQP3cp=4y?r zbi*1DbrJz)<8^qf_7N!8*wl2S5$v2wd>Q#S*+ci1xJ(%m@IqfRstdk8sg z1P$?E}#b17&0O<*w_f`Vq9IIWrFbjvbTpr{Jek`wvMf9X*g zdgCGwT9KnDd+VL#1lh2j-5`k}N&nj8h}K_v&Ti@(HULGeiIVNr{sJ!Ta(chvr*lxgG!aorY@w>1I%TDI)e)kskO*Ilm(;;T_$ACO0+^YEd=TY#Orf&bRH6In8 zAmchsllaC`>Oj7dZqO^@)<^D56jt-nQi2ar-wPW+f%~%D9;Hpgwy~j?Ge~!s@bM5) z*cU?`ZDfho_h%UN1s_nr?EanwgpnJSAo zYAkGO*6)XS=MWt0m6#(cR`K2~@dCB;IE~E)h;Sr3POMIKUU*MFMSRLfA&ymJ0$p1(i$cLGP z@}jlBOc{Wwn7KFuv$wC}P;ecbY0!W+DPampQr2(8w<4_OS|wJN@6!j>vv+My4@0Z1ZrNawMNHoNmtP2HDd<8i%(RlEPj-^<1?7(xgZ6S@ofz>tPd zYFNIn{Pmdvn>wQf#eI(77_^WV%Bp6@PDFv~uz5VoNP(p3~@tC17bc~VNUPhKil-TVS0o6a*LN_#xYFzF5*Le&P$&Yd zn-Iy!kT%eBo(7v)1Bu8GbM@8E)Z@nhi)mO^B79MQsL;=6vl!aH&Q*t)?7cX7tC6pqIx9O<;+J4#Ys z4Ax|Uh7Aiafb4Ob5&lD0c6*iOqB}pFjKk(_ER2Y(+&kg>F=2V_z`7&^ovDsrMfk5Y zZ(6#^pZVZUUeHAbVJ!m-^=k?MUq?CHNBU{!oL;plR+b!3l8i!1H-URyVAMMfv}zl2 zK4^*K1yd>DV$GNHU7+1O;|oeLpV|A(f(78i0D(vK{P;5nK_H5u*Xc()4$x}azch)E z6>9Kt?$dWi{Lw8HGa|Yw8^>>_XM@U#KXhcjFG#77|D}UZrN2_ofA-j=a@qGS3uw#Y z=!&71**I1lb%>6Ix#C#@q|0$zm@Bz&4P-AzYGL0bTXj~j^ke?`496eI_rd^`0wM}^ z%J_=s+or}&gJ%wJJ)_@jJ(b^9b9_2T=2Q0$Q8_;6!ws!%)p0O5>vrO zgf3Z?{8RqmRdy!dIN=x*0B1=xEvW%e$3VK44x5O~01)xD_I87pH7!fLm&VW z0kV@F-KP2c64mAz6?Fy;P{j*6flb{iRT0PW8N~L;FDl7@=Lad`FoO_1ig5dXf!xBJ zyVMrK;Q5Vb8L3dyv=Cb@($z22>OESEXJ;+RkHHYmUIbNBA$e<6;Ne;cyM z>4+PL63^n*u}(h?-kdhBh3;1{#DOKvW9Lz&&w!k8I#i|)4F@j{|9cXFUjWEOAwQR$ z#6QRwf)qYV6)lGL97(61nMj1uo+(1(!-n_y_8@sqH|^?cac_We%5?RQ0DO0AGhF{h zx_3MWmiYL+H0$}12!+%(w=h>83T_xmJgp3Z+~rGF5a)k_IDgW#%wt*IWw3o>682ti zZY9K$xP|Q$MzwK0)&^!VoIp^uyT}9@)x9d+hUozT>D>6Oiyj!@iZ7l095UY%zzV1-y<|O#Hw0@SKuGfh3DiT(XxENE z+hk&ws$2}BCXGVd;NJrfW2m}C@GUrFLDJ2X z&SbBub=C!MzBTWcBj^&Y;I@1Pd((4TkOErWX^C9nAj7(`h87B%MtKQGo*nK?_iD9* zKqd*PlU5rTkOvuMFuStX0&M+2$|naYzxnhN-&1eZ`u!M~;mz1@>!qJ#HMak0=sgex z5&k~a+nb=VpwLEf1tGxQs~%_oxqir{7@}k%2i_0EN^&Ab7I?=p0Pe{{HNXz>S6 z-(tQjKbVSScFN~AGBU(QOU}a|=j0S|{fZR|Lky$Ipo7)EDx3W6XH=Xi`iuATOkn1^ z^=Ig#`+#SLHxggVgFF_j^V8$x=d)CB>-TzRdkpHIhuAl3K8aA-)W92%Gbqan`9j=a z@gC~63IK(3kO71s{x(G222=z%48m5wj=QEAF-%5lB^W$NhqXJ49{PQu5QJjMk zc)$=+a4=5T0lBxVXo*mu+w(J(1>YxSW3}SqECBb-;_E!SPodg8r|)(ut z!CS!_?bm3`EtsNeB?RtAf@nSdhrVU#K*VURr{M(~(X!OVwc(Ys6V9({k0E@v|A1Q# z8EFT9Z3Cv4Gi3g$IR}*QWQg0ZV#$|hdm6+nRf(FupWvN2?T7UK%3)o8-ToR3lo{OT z?K5QTb@)WUOTn@f_7Y6&Rv#7YKK*A|o?@n0#)JwM#4q8O^>Z3d@Dx~3wvWD7OE5yP zYGqBsvXdI0lT&thKIsxGHGBXni+kf9DYOe_v{d#@$O;}CKdNjIm0-Sj_m*?D%j0Z= zt^k<9NNk7i^q(_0Yk;fl9?cNc>}Ei?o`8jK6bK_3NEJSIte{q2qwUp8H}wGvVN&sH z;eRkTSZF=^`_(f-Y{O5m4EeBu=#;g8Gt#Dd2_f(*)b5Z1&Ea$`PihHt0FxS58c*Y6 zxL*{%Fe&1Rc?Ea(9;isqV?nt;>kJ6)TYn4+(c45q38dqb2O9V|GAdNY;xUz4C+!7R=g9UfeA2|7b!7%^Lit_gs0)^ z6^`O3`1vOTX%-J$vGPGNFI$wsEq@G(JnG8KqlRZ(j#uA2d0 zq)xsD*yB(C;&j~xy9Jr?zTO&vzC{bIu8LOrTUbJE$I@&juHnzVsOHK|tXTL&&yRo^tCs;hm@fqV;U0#UK4|>>s7@hv zyIpNWU`I+nNuoX_5o2gYzh+iW&EdUglS@Q~l;)-%eW~#`B6Ks&Ekc0y^jYA04vhGD z0mLGxUp`;=MboBsVt^SfDx@`Z4nqPHzR{ZV5S8-rgQ>H_&{%KyZrLOFT(9EaC}0xa zKFPnW8ecesJCND4E}524U&#Mb_%AO$Bodk8AzBRvHZ0T!{a!JrETDA6HB4;v5{LXJ zC^=(zPop|$4V?(AT=4$cqkgcl@_ZTDx8+Dp z^I$(9esE3?Pp3IDsL}y0F#Gd)E%S39D3NK3PrYk`*Z_WXc7gpMHu8*LFqPibAdhD= zgVA)oqxvU7?Y|2B-v{bOnl}y+@5qoK*t(}&jOcM4Kao$EKTbZ3k!Cv)3|9I~vZ8?w zoOx7g4=#tKPUOtauCN@I>kMyUC)-Xr7wZWc{Hqyhb4Jt8g`OjOG7i^cT zu_a4-2?)L5AkqR@fjeh-`$d!F@(Rcw^F2J-z85q>>@oL7{rCEg|2eZ%YR6rz! zqr3QBE;Hr~Qz2o`@hBv#9RTT??!p{V>zDw9V{0OV&i@#rDA-Q^1=xa}Q+=>(!yaPu zivYlM4hSEswSDvjQI2TaA5_TuJ-xx(g}o-eFqLihS5Kh2R-dVEjo*?dBSRuq5}H2- zdnu5fo#d14vj1bBOZDqmqo20k0gyhxNm+3JFD-Riyu$$ z+n=?_cMRJ|%FPYgj7A{A(>DYP4Olsy+O`?}Z(G3q{_(keAaRLLyKe<4Q6+eU)Ls(9 z7i>6AHbz;L*1?m?Ha!h|ufV}Jd`6T7d*;uOXH{gSc@zEi*H&Pb+`aN&mPxfZnZFs6 zeLmxZR^Zcqlut{&;sChGMOgiGPjm+;Y}6uzCkUU3k`bZKRVjYV2b>Ij102q0J#d~Q z7pnVf>AzXk+72Q%qc#CH3fy9)yok~>f4Sr@MMpk>^PQV94&8iKP~%h=7`V7?{J$!% z#`0QZ7@202-ub#x^LIXfLQ@1w!0|V|r*qg^pO*|PG7K~B1{?ueDsfNmmd1h2=J59g z)?)LvfG_|m_K@axxR&ytJU4UC8(M0?KXby#(RnRFm;L- z$|WtfbU38?nTS!JPAFcaC}xLPVF;k2~4+OI^kH;r1-VX zjeyrrxa1GYiEy{#bWuV8f}!pwMcAoZbsvR7(qI(@#z^n~V5<0l5sIe{sf zc^GW)JgIb%IY?CLMLLr-z1s+ zPe#iN*PYUz2SEe$8`5>j?m-8#<9|2wV#IpLouKNSh7N;8@JAE2xb}V(MCzvX)IrOW z`xzFQnF+j>DNtvg@NrwktnQ!F2RYArc>93PhPP-uR|(D{$)~Ntx##(%B;YG2Am9SJ z#)-<>GS>D%3+xWgS)Y}XIUnxV@s<2^aGb6RLB;Nne(nev(XK8~S-?&-Se#T1n$L zIyX$UPerTXh-HO@bt=G%9~C0ABJX?Hn9&dukJ$6N?s*7$*!xp0=D*l4UcBbJcEWjq z|FuwN7aUQrry~@NwAG{rg9E4)*J7Y+0R)8ncfBjfwvsPBU=4$DR}weE!03P@R7+8l zanUPkB|GsTrU!e8G8%4mu1EFX>W`<>e1?W-{Ze$QQ|VtBdKmT5Hiat{1;!s1pXr4jINF;%qN z^?yG*fQ(e00qwu-c{ZBn&!|pwP0Jo^%ZU0p$kH6!3lIFt z@Z#fFkPLn3`a|`twYjxz>1y|Aj^Z(}GW1*c4R>0`-#e{^g|dz<682p3C35edJ?$eY z#$hI~m}tS#f47#{`--=ft`!_wUcOgs9glm!!%pSD-G3&xL~HB7Aii6gg}W&D#edPK zn+|`)7f-r|Bo-3keCr%qO>3Oz@#`B8Q5ZHY=|VO%*Niqy9EVLVQVu!w#98j_XU_n z<$W1pmnv$oD-85K4RKqDnhtb<=lBhkPc-FTHm9_;ZRq%WAT{K>f^pFsNg>JzTW_H@Ngz+w&y=Hv2=GWjt64`S^>0++e zKU))Sq81yrR--?r*z7q|h)|`ZzDM}H%m`m76()Y~oL6%EcIsG9T8U_2r`6fHLo8dx zW>+^p&uWHoj=0Rq&1jFoWxO}6XvFA%d)-jE1HI>FMG&AnPiZdk+j)~XM1W-O8+f_! zrF&^U;6`8ZxBkxeG<2e9i37G0z-DBFZa~p%RfH`#Dasa&ZFIMS(8S75jW{tcvb8?h!t#<0R2sX+Y0VH2-g%?OeaZJVx#1_D_SfAqvNSb& z27OupQxYZsaTKA1Z|}iaL@e^kY2Gz2p<)-5LCNn#Zqb^j*qO!)Iq!>bny2?Kqw3d~ z+Ffg+@jl5Yu7aoi)W28{d z;8nav4xJJaL?wbxug*-*D$~p7qcz6`r|H~*a19*qNIIqLmwOJBX}Gn5au$h+=;%G+ z%3B16uMq6t@W8q+H$TeJk(6xYFHyV9;|O9pnHyQ!+v9u{_j$wq$qk$7l72qn$5pV#_$f0xkM$9`Qn%hOk*yjBwS{=zIH+E<>R`QA0Ey zKqUJt2z?Ir;-q2DP2uAX_tn&7P)~aiQM36)j8DvGN(2`5S?GQmL-91!$3TZ7x}=+5 zI>efxM!3mjd=~*bO_GHr?C>}waY!^0&)qjbm$Fkism|(8VM>Zf@SSaMzHxb6i4X zFYJoY=0DQi3FD=U!vggUSsb0hB1y3I`X+49;Cgs6(0c~dglaZ;d02ZcruH`r5neiN z*{9u0W9l(64=|+UyoF}iLmxKBm^oj0n14f8h@Go%#Syfl@o|$cwD}k0wc|Aj&{3j_ zB<`Rl2T{eF+0l;(`PPUuVzWld9*l_{I5;sb_v2Hn{O;PA7KYFJR=#C=eo0IeR;wj9 zGc49|V3)^67drGA3u1p`*TWc7(iZCRD*QC<+OGCV_C8{R zf>y8cnDH)I2j5D;Exrr7uqvwv@UPU@ap$|$U&D~O)cU(@|BoqECh6q9(j27E{#ZVHbYs4EJ9V*FMqaO>XlHG!h+cC7Lmt3+#^KuJRP)>j4N6}Agl!m6kcjoNo zTNOj|Pv5QVyT~30Y@fh~q)Vf+yW*HwSorWl_}EI49T9&fzJkMK1d8v!nvyv*C5Psk z`Ial#jE>r{?_eJJXx|1nKivTamH9HC2tN3b~!nJ z=+Co4d0-Az-R#uW1Zj}FKR6Qn+d*CiW(uQZYJ|Nxzw=%+qKM3e(T)-mg-jh^b>`$( z3lFEGNT>WBYB|p{0DceB!1&Pfr9pHXSeZ^tS6VH2H{i{zs|>X)Rx+E88TE~hv{?IS zGLuh~D=DcGU(kjXnK+&(pFma$pN|$Pf*|3Tfh?A+_MY8!In&TcWU;1+)8c6`8G)lJ zK-|F#$}caGC@Sxo-pYu%y5N@MJcT-5dA$|-iRL=iDMY9octRC{U+*y<-SOX;FA{nE z6yG3X_L2t@fFkqNosFcy56d^v0>5sOsG2w3PV3Ta$9?OTlSxs+h_Iq*>`$`Om*wi~ z-8;gg*Q4fwor26-^)~qvP4iS`it=6}Q!MglKin*m*rtMYH@G6jos(GqeWV=EjLT5Y|EM>m3PSPc5>Ww>(m z=}O3kYHh?mP2FsY`?KF4m~5ULoZhj^HV~Zph-@_ zgcfF@$ENRhp1;vAP1}2uqnHV)=dgqq^>oiRQxjyCA2W9DN5Is+>Cy7POF-$U(MZ} z!Ak=!rlC- z!GLbT4YO!!939*6z+}QfP05=;AUJur#AA==4X;d-YSl}+!n9I)Sk^bkQ^i~KZ!fnp zOZ{k}Rw>eAlC`U#B&Iazy|QUIIO*eNf{W=}$}+oIayrB(J;cVp;~ zgCH-x9Cqg<=M^Tk^K2Kr(fsV{UN8{Lx5SS;RLhDJw_nUppE-NhgeiAv9<4HyU=T>h z@XwsfrJ>ini=nd|R!>cDnB|8r@=-NMv@{H^#SHz!;m$rN?!xr4Y~uF^FWw(rwbPh% zEP{Y^j*(@xRuEoc5j3!P{s;SB#eur?bg9Xfg$gz9CKqG?N~);DL~NY}Ngg>sDY}|+ z2xd`R$7Scvvy0PcZ{;(Y3Fc_Fd%wB7%wNc-rn0=CzKVh*?4nBBfL9(AXfR*Tbc8MC zHaYfl6s6N!vyWZ61``qaFWt-t=2QqmmLl-eX-*!7gyMYgmN(nSJL-sA&Br!yHVMI0 zAzX8(?2pp596Nid&=mS8H!aJmdzq%Z1OnGXad+#4PBCk{T!T2tXQbDhcHisGf@74- zzH++17Emg?w!_-6=K2~ntp*EPRI4QtO4J}8w#EFk?gEuGv6?kkBT(}fg=t#%&AkF9 zyeNWpO%tdN;J?P^I!#o!P|1CJwK_Q;+it>(UAFonHTiB%pw7J`GGswmje`ILym$20*nAw#v8E7x>4$g4!-qu`^_b`Nu5;r3$w>}`;v)04 zCoCgH6+5%Gs=vF(-a`4va5CKOF8{;>E+8mx1POMWc`H-FMlTnKHUEqiY8ws}NuX>= z4WJTf?Y-g}ge7=@_`I7x_DAk55%l#(hO#Ni^#~N6M*1n2DXbBifUym_w@GnDXlvJ) zRKqQB0jM`TMwhh?P0v35QSZiuT$~0mLF6KifBl z$bT**vPvQ{%&)(|eQUMS${RYYMmDQ09Thppm#L|wdHPt2cdlzX162c9)goFGrrTY9 zHW2n}ANNoMvFUZIG!k(R+zpQ<2RSD}Upj=o8wqJt#rOT`qJ1B2J?!@R3-Z_Y*ZSK_ zT<FDKhsTeHWEUQibPr!ARK+g;-Fi%#6Vb3^f z8&{ufxKdlQb~s~4=R01Vsz~e7{70ZF+nij{3&OQP_Gik4{C!q6iGxs#nQKIQ?Yz%9 z-PLq0ip#EdRhKfi&O=nB^m1}kES?)PA@iaF&IEUa`RnFpvn%7XfW!AzRi7&*9`;Ji zIda|DV$4kpnl(wty$_K?f#q^j zmz|=poDZ4F(f|JCjzNgxH#fe8S*2hG{<|}Vm)$AuOVeCRn)p@URRQ-UtdqM%2{GB5 zSqe7wI?b+_pB;4rP0G2vi4LOt2fT&4&GnRRGpp)dQyuevH#zYdH|iN`%I{vB+R)!O zeV1ClG_zcIAJ(@n_^YW1!Eqw=kMnwB73-u06loJMtZ`w5;cvf?p#uH__2p5`)Zyxl0Ykrq^^~sM?h2%ck!(nH; zkI!7f-yAOo=6>t#Rq7v}ceq0K)8~Z9vTG%0srTQxP`c=x2BZVJYEw5#MK3lC-O8wl zhjnF4*xYO0rM@lG4w7nlvlVBo@*w4kfS>Tv{4?$E>!wBmTlP=YW(+ZCWxUAjjrLzl zrOtMw9^t#qONK*}1#H)Xt-nV33;2eskz%Z#GhH5d}T-N+u(7X?qau@TP0bO#cZ>MzL{BQ2y?oEqz`vieJ|$L zvKf_ia(`dD#o>F04Fp&hLyveiXXI0}k(CqiFj0YNO_}c^<*k}_~6e3q(J96d9hk8%1 zA%&^?@X^NYe_e{PI>;@5cc9%c>Q2hle@7y0-XkNF<->~X*q=c!-v2A%j-M9Kl38Qd z>azLwqH@OKC|~~flw@fk2b1m<6xnKn4{ow2(s`p-rdQuL40L!NaaifB_H-)$4@N+_ zzo|2ZM#Ub%-H&9}n6ZCGRtdZ9>Gsob)>c>q6NKGC97v)6v=#&Nx&1R-^(``$= z>@Gd6ch1dPbTb07Xxpu&+vc+{Vn|}SI7~6_wf*UW_jP97?izn@A_vu)L~XI&lb>tw z*vb4Bcpth0J-Ko@+OqC~u@HxxFg1jhUS0AX2@EqW;aM!rCGTyeG4$#%A_pxvtn^HI z={y3T%>6uMGeeyAI(+_jZ=G_feG5ZMV1MTcGI_L=OK(S(<#Qw z=$loL!E4(F1N47cKJcPq5V*mXi-$59ZBS1yfTkyFz>$^bi=yn-d_(s+S&PiAMnxwh zDznj?l%{?7%w5&E+&$auOD4A;j0|#P*q*V#o`nH0nc~dVo&lS%Y@Tz0Rn=i7ua!74 zv0p`Z*;tynbgXoN1v{n5IhtuF%yQ?r4)~p9$htv)-s6Zm;@C>e+oJXUbiqRZyi^_63 zVR9mrZrl_py;-$q8Y36u9A#{K2rmjYhAiw-zy)7rYCB=v&umX#P`q7d*etdZ4j3N& z+}eEHu4;ewEvTKuS8=2^-PdP2C(bIltlF~+7&fO$hf9h} z0;VdX@Xfg(4C5eOK;o6kIPlUKSq=se3Y~Y16lGEq8>~saFv3-XVX0Pgu}6SUjJa$w zR$W}2vSwGrtl@=>$g$GQaa*((JNM?S)^&*Yrk{V_G!T>brSU>9eKbCC*_T7diMHjY zUh6vPP`31}Q<0kSybpAvZ9~`2=ebM6X*tPhF|E#x5y{!qO)G|i$FQ6EzR4MNU`*F# zg{Lk05Z)SltBQG9gMvn-L%Uh&qA)`WNeA7~j}gW^yKGA|8z0+T5x`julxm#P zg^f?SV0M}vq{^KJL%n93(3v4}+hC|L>l<#@=~r?!h7qPVHx6r|Gg@}nhd{RvE6i=v zDc?A0k*1-HcUM&gx}TJG#=fdU#q>20SHN-!Ao}R!BE>0kV`ag zQ%yXPnk5K}m%UYsP$0~pckRZ#Y%Ph$Lz2eta{Pia4r|k~G*FjwZZJ`q!js26wRf2; z^}G_Jwk)-}L(b7DjQ$^{E5LyFvS-8QRx>_{M|ACTFfApl3iakTZnt{#1jRC40fK*E zZ)E65SDnzA+FAj|HN2JIj`2C|(cp8-+}cW#WEJ5SVY2?>!7GDz=B}f_q*2R05(F&SY=i@;-AMOJ zLsRjM42o}tZjCh+3Q^4yXTqR-Fho`+P{@N}ZP8;FCJ5x%_{*^3-0(Yl;pA zt}|$;DGg!X%H#M6)P71QF#0^-wtB2Baryid%*57fV;i1EQbK^?lM;l$vsnuWz|+&T+7aN9#*)_7P(G#@l@vepBu?N5K#vumsx;i2S{4@njg zMVQysC|qI1Powgb?jbEpV*od+`tX6QuU zyXa~GVFueMoS8A`JY>s$EMd|+(H6Xm0cOxflq89^FNYf>+EbdZ>00n&2&Kk@ic#8g z+C!jOBzlxX3cAI*7nR~M8lgnoh?Z(|#ZjX~*^kS%U*TBT>!=uxe-S}?*e?>4Jp z8Oy01s7eVO4~;MwD`d@DRDY5t8taj~g-0m}DHLoTHP0(?G(r!PDYT<YD< zZm?w%U^2jxhSi#fe6)IutJdyfDkUL4oTFU6GL(@FMM)JmFT^MjUK(lIxO@qJ%W5}j zl0c`%SCeNNyey`ao0X$2`*Jh__g%yp+&q7`Veka|Xr^11t~nB38f+?*BhAyQD`~JP zn~zb}_G~V_G#w0Rk9sNy3cHpnfX)lKn!%b1Twn}a)goNDTvyRzAxX#@ahQD3UvrDq5QaKM%sy&2PB5j?$HS1PAQ8<49 zL($BbA*%@7g=`iDE>F=pT^X_1O=WWd$Iz-qiQKGgn_@gmR#d-pATm%~;kGr_lsc|j z2*qM-1CuxFfagrH>UAcQ(9w|hG_6(TMB3DD=h<3uZWmWdc@9Az(v^o1g_pgxaHV;) zXMlk-tXsz)R}vH^pJ}Eqz!$PL2#9~=v4mqv+>gQ_PBs_{*jckzGJe|#`QmcfdG^w% zS58P-F0;~bt&`2BB!_|&hD$C^o5tUDYrtJKj+HfG$gd4F=%O-JHB@+@ssp$Vt8uLC zg2R@o|* z)ftS2t|%{J6N6G^SI-_m4r9zX}w1JpyK zGYJn3SY^-5qH(N*H!}unuaBkM=8N0TU=IpoMvr#jLi?gHx=4+^gs(_=D{I0XEBo}` zM>4I`I700!2XB|shh&)Sc3^)h53?Q&53*OHuD#guR!w?ZkCzfA4SSVqhl_?*5yp%( zKY*8+CVMtHa@W$Vsm^M-)^Qt$$DB1i!i*Rt>!>6V7hi&CmY7vxZOcXnpr5QmaA;>Zk22^l0c<_j(eRhU@*u|-5O#rtP^BUqZ`bGaN63uLv9(&U~_+&U_1^n^>8F%#=vW7 zMs97ZAU!1WzdHxK!Q4MsW~fKY&AyVZNtyP_T2D=2_a$^oRCd*T0K81AbP3(!aA?g& zJmZaugl;uS5~CY?guCiWTCtS3^}<>$X^SuxyIVu;u7Rvg&Wh;rz>?iE-rl8VbJ@pC z#`V;t{SG~-M^1kUcjg1IN!^T9G77X8TMXlQ4y6~eL_cg+Z!tg$XNDD4>B&L`wG5_K zdM(^!t4U#;g${?2EGC37^ta7wCL){mO6c{}bd*4GX^aeE@O{x|+*dqmhw(BRY1_En zwP&{qGQ`1bGG?;bHii~(aY0JAqTzE(@^n;NM`bu!w`zZ5XiEkuDw2})qztcKVg?|C z8RKk^=DCJyw7eHMox2~tZ#N^LKk zZP~lEhuTcd;*=Ky zOXrda%>lXUsduj$W-F?t>K4+HyOSi$mb#BArL2D@odIU%W%F3bR2YL|>*!^0_Nm|8 z8YU|fz39PL!lkOpW^{1Nr%8B5#%ww$c1!j(OOJxdvw3LE+Lg=1SvwMT(s(_y1(#v- zh^b?%jRqdH=|-$(GmnAiT{R+>?aI@x+2EEW~pwUSag4tQ+L`j&z5^T)t<$?}>+bhR#5LOtQB0kq5j$DkTRnaAXyYn?|+0xCX%*0kEU@SKtk z*3LkSQ*`QgcgZ$a48?@4XYMkMn0?9M!d-vX##>uY0T4!G3>_kkv)5k8gX5yzWvkmX z9AgODp5;sr4U8l_i>h%34!3%0y|RYd>SA57ia=*IW6kInQ@~6R+9b@YN#M~EX1lpi zts%9{I@+3^EZN);9jYfu5>~gusB+obTX0%*O`R~0XekVRp$vd9&sgb5;4+2~8s2{j zlbVEFu_DFt=@Hh{`|@mbj3`yYj9D}o7OY$S+8i>chvrIBkVl+qKALhDt97SKYj80y zmT=W*SPnfss-f`Iuvezv23MI@n(KrzOQ|1+dZ2{4?ub_H{D7tFk%X%p`)273t~?9| z&y+~k#_h1K+f9UrhO9Q)5NH7VMh1Vc%AA(V!Zprdb4h^K5wB#{9wy0CnECdo6uX?f z+S=Ngr!5AjBQw7-QINr%v972fBdzdhT5q|lQsO)%V7rJG*`)YQqKTOJjhxadvU3#$ zz-5Kd#5CTO3P<^>r^yNsD| zWYLN+K3@7=qs7k~!M-JR62}zWGabZ*;Tw_+smW<3b-)QXjgD+`ZX%yo;$IT)$bPRq zYfrLQlZ4weCj46(8UlD#4QzjG;*}}QAaUkE(W zwvADOHn(BV&5U8ti3%;QNn$sH(o+&$*@Rq*b|ySpOA6C} zLmh5=1~c|-^`e*%Fj@8L+!CBaV+A8z4Td(8v#3;POde#7hnXUKI&3_q4?Ly0!Pm~G zYxE{zZrT|^>qB!8ZrUAgT&VdFI;&_EzAYWVV7p;3qcBuyGb@*5(c;aDNg_Ga^ft{f zB^NGMNzlhP?mV8Qd#QiN6YKj~k-_DC;|6l=ji9q=lqL-mZNq`9tmp~1O15H8xJ&La zbs%l2lJL@)PELcip4CPJOPVF}caXz+;Gr>{gd0b^!Q|mOR57wNEz9O|9YfHR6Lvk~ zzvb*_wkeZrk7hHod>)4@QMVb&^j2yQYLR4)3WKSQ12ZLz!kK^0rgA)tg{*puI(A9o zJ-TPZbYGL4i$=dmv&FI6@|tPxcjoa4gBw|ZZGEL(vpt#(X`SAXH-s#EVnRdh~f>9&Ejk0apOR{I9&yTi+SWWg2CKVs%n3CJuLtvEl@pc&F zXK+s%3MuO=!%ShUuHKyu7c-xeOVH+X4`By|x}MjMP_RBb(iIl#p~C0sN{Qo4Pa#gil2 zsubD3yIVzIKQ%;>W~b(Aj|Nqf%yZ)0Pfg=SxQeGGZ{z}?eS7U1P^tS2n)i|Ll7FjZ zvIX?bn8m)Tt#xp(Y#R)6kag%Vz00WylOr~r?UR2A_^c+}aW^F(QBn2~bgsrANt|uh znJ}23aNBk?mm<|e7_uN@Bmi!RCQ4)m`&^6ZjHLIh2|UVKi^e!K1;dp&4dax;k^oj= zcy6{p%9K>y-nfdyn@MvQNiM5!voKCsk=3-cyrv>)Qd7Q?$E@wyXohU6WN^3flwO*> zRCa&ulJYhlcVwn(EzHaTTj8Ahuyqq2fY54lu}uRrWi@qbOx5OMn+9geme$rK55i5; zk@6#X0@R*ec<9IWH}f!R#5K4oDepwfr{^mxPnMf&&b-de;I%XmscOKcy%NJeo#hms zz$*q<83VerlQo?tub;(aITkh9F68Es?OA^Sp63Kw`MC{sc3LEVV-icn3Ot9muR@yGFy?Fu7K|; zcca**`R3s>Da~+34df)1#ZXhq#5Ff)0W-n7>6#m1u721OUzg|}g|~%$%KebJ+p~W` zXZN;M>X!A4&E~4xoOPOcYDQpql&7Ciq`{!1Ves7jY%JEL3wnUT=p@}7TaYIn?Uk}9 zV!@+Lb1Q8IIj(Js3S;USCthMyG&WOK4G8IC!-Oj?M$F!mh$z@ zWG;D}@sx})@o@Gm^K2|K(Tc)MD{u3WY4L}B3(qZEIH=@Sn+7v@N5>z-q^30=gK(Pm z7{-%sRc|hJ?R3^LXVMi_-b;VS)c~8O%l5koXUz{PTdheWgLs2u;^DfZE!UR0BzU&C zP3F|W2z%n&LNqx?;O;$f9>&x1nNcd+a11NSL&xW!3FaxE+tfHO2I&p8XM)dRgoVi- z%R%+1r>yEV^(G0Iq+1bG>304|;Ht40%v{FgEC%xkmd$xt8a`D-mrH-_kf^F&+IcC7 z>OT0=2`>25jH7Z_5!BUrPUE(W?Kw*xvV()O=VIKf=V$Fj#aM*d?0KB`GN8`P@y=V% zlL!ut)=shg|IPWDZ zwV}iClYZJ0^lIB|M>~IM*cNe^0gWW$rtQ>}34$*T6_q)XHI--PZ6?WLMI{id)_ib` zfafN~ZnYeI<*AlM(&^0u?_n#y&kR3=vj(C`kXzDFAc409jLJ#Qz7Ec_kERUBQBECs zaF=msaj5YoDi_W;x{>$e)p?%+>l+96BZ24mBhD&s%>R_fMJ;@}*0rf^+@N zhC;V%ECe4GH(DgWbJ_=IR!j>6;Zo4SnHT$XId_dteYh)UL5Ju{-NPXc)2z`#3`NU5 zpU=V+mTY+9eTYIaoC|`sg*91e!&k95QASWCJ(nYRt0!WJ93-Fb+PN1C31gmuQ4h`( z8@B1l8!@$W8FGJUF+3!^HWDP6Ud?BsPtB`AoEHt36D>BT4OqDfq}$1h~@-++sWICNtt(2{*O5#(dVZ z?`Jq@qWgEsGltqiJa;!*M4WcSs8!SC1%fuoGTMLi9*KM&K5a)pf=BB?h4<^IY5Vy> zTrf6co?6!c7UHDEQzHf|9^FoPUT9>zt-#Q&Q}Ml;WQLNs+|swsDK3*%NtUPU+NrLC zGYODI{f}X^hUynZY7=9Zl3ryTZ@0ME~l$D_pP;OD^nZmCvjzWOI#3}hG#AN z!AGg-EVQOCjc2j}J0eM(mwuQM?RA-!9cF}V7MjVuhSSEI+kuMDTKah6jD$9w zKKHP>KZN1cZs(UQU|sMc`(k)(Xntflh3vU{L-Wy-;QOzQJ< zTRsFiZ(Xq!bX(3*yHVi0lzD^9L5B)!?Ue7dvlhagY=1w?W$5ih6|wp9c`JXzN^R`4 z6Dvb}=4WsxEaEzC%oA@mq&kD0&TA(#9UbOu=TeCCW*|F8$=LIB%JWiHi;w57giRC% zD55bf2$LCKrr~g9G*h1B((A@0nV}%<=P|iFOu;f>P*Ml8_VcM+rUZUyW!keck~qqg zE)~c@8;>8W9$j3jtOpX0xTlz5!8Zf!ivQ$2J$t2*XU zQInruEkI9#y-syF0m}1$L!akssesa1JT7_)OYmZWlMIGgtDO44+%&F$+g3JnsVlH^c+tGtn*S5*=;0;iBV3Q&BlvP zO#iLCPJJ+*vSrfZ9#B0vT0k?^@q~35<9sZ4m6o1^<&BT|)MxP)Ve^M}8qeqKtPz+( ziu$WlxN15L$2ec-dv}wyMs0_==J_s6nrTNOc+H4DUUFl!b1Vjm$JEyUr<0Cl7k_nP zDbUPz0~rV!IL9qHf?I(lCr0w?!-to(SbV>h1sQ4J2)m)ZpHr;2R$W*mixhaEyyuEoZb-pa24IfI! z8;fNLDSLZ2eOPi+m>VUw*zj%snSY2YIor-S?6HUdPJ-@ ztA^AVjt@!Ps8N2)%>&{gMix)S!|lUocy@CPg`!Sm8xx`OmMis$4cxzW!qRG?*}P2U zXAy?GoIb^1)~atEWCP#+Sxa@ZDhIw=%q0KN)>#HF8Tn+f_S9k} zfDxHlEbR;&S0B8a+onh-X7;Rdy>81pb?`7W3~vxyn(c4RiXm{f)Tz?FUi(sVb`MKP zL*2CfD&Yy!Ea)(alflqXs(&R^7_Mpn-(tbncRMo6NyRcCABtTjmPbqQzBL&iIOJ9z zb-~vv_Sl8|f5ivCFnW`?5F_FJ;JMuLg2AuFhlzk#ONwwvGo=Yk<^_rYPj!F=j@!wi z8DS{)iKpt(;LN==juXYP3qqAFRQlLzNc8qvZXQ7{9K*eoHue%Oo`3E*XmvRjQp0&a z$jNQ8G!IKXS_EfKZ`b?813)vpZ-kzzY|Q&=`R}r_;Jh1w&&rEYgLYTv#c=s5-aiV$ zSh@#3Tbh*sI3mot#jPJnd1LtK?TM+``fxA!MvQ>|ZlnE-b0Wi)CGJ9^Q^yxlb6aM& zqB-0I-feEX-l?gBx_{tjX<9Wr2~CrlrJ8S5$1OZmRg?69cN7rR?vFoV0N>qjurYnk zP)FNxxVj@Dppl_{PFxO1;I|s@v*jP*KlyyPy1sDP=BSM+%Dd}sS|;$2kTCD zlHoy7hRFy>4@2G_5#64Y2)VqQ<6StOa3^>eIgU7{x!sPVj>Lka(5&lD@Kti0)%5N1 z{y9GUsa3{=)uR_5&O`xpT~~-8!{NP;pYTR~I=&?PgK4N^RGh+7fKsZ~v zRbhDD+c*O3v8ts5=R;~)z>pNp7(Jqwx)igPY^ifUINqr2vUaz2X}&C7s+62F3ur}= z6Ll2Ub%Kq{sRM)M?mWnG?ClT!ZYhzTmy3$Z zDcAyEnt!Pm>BSsx$5Zw7+3M2|3p?dWJEj#LDoTqNbLCZC%eD^OPLGt&wp3@^+v8>{ zmiDF3a-8CxT|@F-=AeIRucKiMeFJ~s+W&(ELj=q zPmvFYh2w5nPzH<-$8ngHZO!MiiU=1k-7|cieSiFCH8+^76vS0}eCkp*DZVBmR}Zr?_`Zj??a)kETMlsb&jK$urm&ZJ zxqnLgVaZ%23Dq;e#J_cgCrj%REnj)AEFd&|K9B&G@cm z8gGH0%<|u58Q|1u=clyk{j=zOEPot}07I3|3M+0?P7T`=@&h~0H>oG5-j>!7cz=ah zMShQ&VX4Afc3Tc)BsAzxbMj=W@S3sNhwW9|W+db`F;c+>QF4VFwNsXi%?X%IPf_4%mS6} z`3nzH%=j!b+ZG2mq#xf?!z2Vhcw@8KUuLnbQgFIhUVXe>=>rDiR-z6*aDUx&NTeDq z+s-*Ju}gLExP214_A1dEinF*eT<`~nU5;zUN?Ahq{gdNMU5F(?Co&N@&Z4DdW=3)E z=Xd*3Ct`VhIn&lq66H_JhX(6F^ZvUQhtrIWrP-qaMQiO7hfL_j-6yVq)9V_07l5S*HVI`oey)uqd;*M zYMg!H)z5O=YE&h8_kXy)mhu<4n;!3f9d&n>tNZNXv$;t9ou#JLF68YI9qyWcw5PZp#w zbJv&!To|UqOPs`n!NODKX}*#6UJnn=V%7;T&^@iN2kOKXZ{ML7TP9XSyKl!2D*EW; zAYr%T146Q$wq5#*qiD8mkkWSZNtjfoS(o5Q`b-Wg<9KB)ln(TMV7yvpR^aKg6@+T3 z57W3{A5$wy4S#ei3?UBa4!2^LCyP{P_{ZXX%WCK#_5bi6MJ5Q7Irvy;MODFvdPt+a zM2I-P)I}Qo^QJF8$#8$@%0m#7tCxH$Qh>}3|3MhoaeR$!1_w!*_q0cGTg7GBmf@hvB+JDj#*Mj%0wY{hC>FIbc>W3|= z1!>T&;8QZsX_*{E9vaT9XqhU~QI^<$7oN>Ual~Dd_YWuAsWlU&FrnjfcFCovxsL{9owpgF1&)1 z;|N`~_eEyeYP$wL)gc-i%>u~*4vHznuJivY|ii$40w`NCEBam=>)u0fj}*=^1@4MUaP^#%DoCa=@_p-W{vUS zaP@L-U)u5?MZEpA?omC?=KwV!tQa3(`(~nPc)#k?3{ObKK7BZ6Pi5c;kgVgGOGFn| zKYyInoUt0B%hbVH%yM1j2f*CrHvZk7Gmgv)vwMjxmRqfRePOj zz00iBOu}p+HMp9ywn7a5MES{GJkj$O{$BVmgX$p%k1htEi&L4J_i%U!|WNc zk$19CxXMZdjn=ET<^#LUs=y4vwEiYRCdZ1bG577;zX-1wCbLweukwEOQJ-p5x+`RE zAdI8#X}67lm~rg~)@b#4mhAuSkpC`8)fsKyj;1S=_DBV=?UGqOIbF1OJNpuDJbxV5 zP=B?qSTwQV>v$ntT2?hnaM+y;$JX(F5MS1G#W$AWIF9;Iu1Z$(_yn4YxDzyFKX;Kj-=n7W4+g>{e;7%DG8^U zaRNAUIvY+_br$%7AcwUba3eiF%zuS#q}M|kdp+H6#0=SzpH+Rv_Ey(vDOqx~xFK*n z?^)&3O0IVTN6>>AR$=0B7;af66?O8NJeuFcE<%%)nv{iCR*!0J&EC|3PbwzyGe0s} z3HVk&YbbNLoSydZmA7qa_aMyTt@=}iRIzm&-q*%GhNbTp9RAd%Hdrn?fqxPHW!Fx# zAZ6ezHg01!G&MP#z*W=niW1XJ`2aqo2!zU_dlVl{Wf9AG5K?DN|Jhc$)o5Q@NYdbL zMhw&h-#(V6W*04sNakA6knh3VxRD(OxlJ8M?JU(wb~TU91{1n^aZ53_VFs86x90iO z>}5gznMpo}TC^7#Fo(-#NPo!E#mNwx0Eq|vXD6Q7hJ2Ki$aQ?dp~lQy)l_uA!&37~ ztx>-&U_@u}N$+0x89hI{n|gOk8Mt1$&knNTds!Q)b!za&bB0cF>Fb#VB2``-a-~CQ=;#SShck7mQdi zPxH}WN1K3ykgfCJ{rCj~@wPZVV2o2P1iK0OaFE#C^iwf@R>zOJiOa)xvGA6L1h7^7 zA+go?MmpZl?Bqpl5r1_${j(+%>}kSf9ouJZRrM1`)$O(Wi_fvmCV^6xb_}KF{IT2p z$T2Ydw5lM0oWw!d@m=g8WWrfRP`F5| zp%wF8&C9(>;m+a5pRa$Dhp@dgeXo>Ut;3E#Jfw$~{FQil^MCIFuEu0h{ZPHxe-_C= zO)=ryy$=6fWX`ZfEM$&0fZ++KYd$Mn&JFJvj|(9P;dFd=FXan+Jvlz$F>MM9q+su# z2S2Q$cR_NLr~U57gb?OB_SC}oEb2fme1UrN&w^HC<_D>xsb{ZnV0&lmWoPX<}Y&3AZE9=;?0rN-;0SO&d3)L zlV)tEOTtvcS=iCqz$oKwMREj}d^$2|tn8D26pPO$Y@jGi^|#(w@i@a-ftPf4V6ys{VK^&dUXL3UOuaoG{jJ7(*PwsHX?odV8W!=; z#6DzF6n}D?k&hDF-gpSosMvm$l0e3KSsNSP_a@VR>l0zskO>0;RJymPnY{r|%{L4_ zB#FNqKk6(GcFeLw^ADn?8HYs~FK2l7cgpQpK3O_?t~$Fx_LKFCxySoymo>VL!6o;gj!lVZ+ZN*=W%mUjbJK;uvd zFtE>+7vSXIGW&BhDPDRAr-Cp2z_3S?0e6;d}eUgG1Zv zJmT<=|LWEutIevd?W1QkQFS>um_6n^JiU=tqL+elL=TQAanrBG=gx3md&!tA1+eNn zX>e;Z|Gq9+c^pS2OKmSP)Wh*f$6sntn15S87a2iTwE#%O&8k0OgEQqEo;<3L<1mu4 zRQJqY#U>wCemYO!IhiMSgPk9#lQfE>w)V6~$pwg{Jr9hH9Zx%1$DfoojqsnQ#n{}4}U*<@^rAB7; z{`u~7FHOGZ%z+>HY151_tl3(cgANn@w9A~33B#M?5n08efy`&*Yfp}=}-#_NPAYhhrN|GtsNrGn+2#yg=>>Zy98qm z*H3D(J09&f%5;juHZ-ZHD8K%W-B$T7TYND}}2i0{E6j%HOB5_YPaX+Tw>?h|ehdP#*{ckROZ8 zV3VJ0$=4+0>fSbAG zBNIe1^#S1lgQ@1J|f}^T{*{SB%B#XeOrbd-1KEr}9 zfp@7hCp+Pk{fuWW^S(zmgEqW-I6@9TvqO_=3BJtven`c$<}U@vmh6lXq_^4VB8p&#>iBes1m>nIxJU~8h z+jeN-I<69Um;8{VhoQAS>`Wouvu5o^bLdq*7?g6WwsVkc)?j9?lIo^QvQi5%??~EF z)ETo%RJ<{D^nY0;!)%xQ&{{1-+E)qdmko%zq08~1xw~OqYV?c}Igm*g{CF;C!H4sP8PKOSCM{Xp=S$4B$ zKCr7|PXA*6dxo=*`u5|5OR_t|4+67oWoPQB?d-{kJ=zz3<%C31lr^I8%!Vppe2Jgv;xee{UiFiRtRXjOITnhtmADTk?{ z_-8Takbjh~U3}J0_wnGZQ5IK1@Gb5HQ;r%Z%I_g|ckgF!&0;M#(XlrbvA<}FY?;_@ zPkJIfA;8|4DMSLp4|0e4xqXMp46%Fb^yKDg zw#{IcBK6Q@9)m|aa=dFkY)CJJstAsssveh3YJbiz@2A2SSaAqVHUSf%F6v9)5z1*X zNx~#swZkv9!2EX+U^DFAhspWrht!!~M2ux2WVpFtWwg@_zXER$+m)PVJVf`mA3h^m zpIQ>O?dQ9Y6!Q4H#O$__Ar-GNbt6nT<@@(S#U#V|?mqrqQydtTi@-a6IIgZ%Xy2X~ zQGa>l+>-HCZYZhzXgHZuzA8nk$>S<*N1d@%#xN9enJyNxQWqcmnVRssYZCwNgW*e8 z-Rv<5h@Ul_kgG!(IIr6{KFN6Jn);ZEOhhk^1k(1%${YImU8Jfe#Ze5{HkG(vDhIEU zL)uO!UR<}jP)fc^d+qCz@n7BPJ8G~rTYp>_(afD*Bp%<)FujwyT!JOfW|#Sr5Ovvv zRf{rt{|zV4Hwg_}bm%<2m}PR$=~5apL09#ylw@efyYHx<%h|3r+e=By8%_FQD@Z6O>S`IgAic!-8H^_x%}y8GDo-dcMaubFeIrGFdv zI8!d?ilSL&slr23Gw*xE57y^L&!AdtOU-7+27UXRzEsufWeVPkWP|OJ3P=r1Vn`(^ zOD)1)cX=A7>mgZUwfVEKEc|F)YN^6)xdg?SRi|-<_4s*@>9L?GZ1xlm}w% z>A{!z-Xr1NF`r*~V{Th)f$%Ep7JuO>8n-#wHz^;d4|QT-ERsVOlV3dxgm~zWX{Q{q zXx+!zQ2d1yP0)M=kOFQyQl4ea797UI^t~j1o9(0%aczUhJDO{?UxCE#0HI3Q9N!a!#EPudS-Vwt@`g|Wg z4Rdzac;n+gi=NwfZO{+tS3V0dnK|}?DV>q8m^_FZBd~eDm0(82hkA=B#bn|GE z@cXUalF-nr`NzVHj>*#Y%p99BUzmo+9JYCiIg@JU7xjv)!jp~NA?Jwtsf%@Vo5!IR zG_J-4_pqoIi8HO;kAEWGV0|>Bn_GJom;dK$QFXoO=0WZ-GiJcRtO>v|JB06YoYV~- zw&~v8%7$Ddn(G_mVfIBn9u(53cGQtX(`OA8Y`3bt z{IWqpn=Tn=VOt05^Zt>I&>0@NFRwf%Xo7I`kD$NyPvAfP?M9D({q>)|%2&~{l}HHH z`Jeyrx1ZR*`HSz`{rItv6AKO#ayxH{eERx5V3JZL5nf$_70tyAuG##>3w~5ZZEnaD z%q#u#la7LcfB5m^H$T#rx&DcL_D}q0Y`O67A0N~|uHtb;s++Rj_j}Y9gVX1VD5{gq zE=HS;^eYWE9+cOT{5Jw3K!CsTXDJWGVkxAgjRHM*i}=#=OZr<#x4dBSi=dob{M64s zZkX_tO<%Fs0pCc}<&7giX-83`e*O_hi`st(O!*3*e>I=a3N!G4KWoLlDrxFNTfE3j zd3Jm|J(3hj+*;xQq^2hLaU3ivfqs0}4L(y4;b*#Hug}EB5yV9ZqkR`Fd{_By4$3OR{xOXNV@MkT+(6mJ51EWku@e04zD{6VLL}#UgpAnEa zXlO#1XShddGfew7ITea+t1|K|KN$w5_{a5qBfhm2Fr4W>m!k zc-ty(IjPqw4@OpE`5gfQtD2U6dq-PbU3WNKU(k*gL~jv-)uQ*_qORz@M?$oSD63mh zE~1MrdP&p}q7%Kh=s^m>>LJ+G7mM%uecxZ-fBW2f&)jon-ZS&gJa^}GUVb^eVn{=7 z@*ZDIxIE}-yK7U4eBEJ9^W&uLF`}6bnfm(h{*7t`pVEFC35x^#!&hVzeth%56I&@$ z-|8GZdO`7X@b8?A25@v_;u%e^6+Y%AYqa6FL!+OIz6c&>py%61v#h=tf+V4^q6mm) z2T~$yAR)U3=_tHea5B+NWaVf1>T>BmtZe0F3=To_ly82%!CE0air`Y-C0Ed% zZTtetUl*3}i2N2VUXof(`RZL>Xf1(<&fHwaRa@T(c3pPeBo+W?ur;%902P z-unxX#|&;nh0Aw4``LdY%hS}x&0knU#`#dfPFaN&02S3>eE-3BkjAT`Ra`md(Oq=| z{p2C3rbWv8DQ_ZHTvjM{>3jZA=HnZzGV;HM0RIok;o{LnCmXQ^bDcS1r@EoF16}WR z#&2$hV8NGbKY^vrrdcv*x5!cS^7VM4PjN8~3u1McT%Rxm;Va)6e2E0?FgwWW^?%L4 zQ1R8>LcM^te*SCAXg<;+)Lbrcwcbe>@=r3M}=V_Qum`Wc-N)A z+0l;ty10m77`hDenObHZjj0DgjD`0dQF5@P)}_?Hr<^D5Xn^If-N@kHO#6VsE%cOFhH zb~+!lM9FZXOfj3)N*OSP8cgUm*RrnFUukXc2Sbf~HnT|jNHUjY-67!pWMF=n#6W!D zhfJd@Q|NhLlycxtOYXwzK&IH6tL3XTWMII}#pKS<t?O_6XNF%I>I6_994>#$fT%va$P|xsC zOT?39ARXf(3PeRbGE-oEEzK&W=nY25N1Y=L$Q?|0SzU2^em)#=Qo4IpU+9J zEKxD+k5*sSepDm-y1#0+kiS_wK@@%GtciN)^Dm)5jRW^?;FE9_%h5xd$5EQ^_YJf) zJ47Uw^pn26^*HEd+PUr$mgs+m^+b7VTWFH*Fk91W9c92EO~)bE7MdFMW{*uZrQ!>9 zip?j#V|iPL=J&l4CPS4vDW@O)Q5Rv7-yA{UFdHR@V(1i(Jp<-L?8cgk$vNNbrXG@1{JD{e^~e>B=u{g$>Jb^ zkRej*!AjfuPTHh$E$eoqy&Ga(aN&WT%BcHm!#WZ)-zebui{krS8p{yw{>IR%_N!Py zl$^}j@Sh5)C1YXcyg=$^!$7U6x!Fn8Z+s`#h5Vt`7xi51<<@aO^^7$bo4Vr0N%Ix- z-Y$P}!DGsB(@y!WZagAUXHQ}u996hPR10slqi|Os-m0p%Z@lYim=ew+ndS-hMYANK z(9!ukh_wv3SI-9Pr$$jjQuqwMh8e$qCUPAql4DX=L8$wD?J_$p)1@tSucy2*{$a%+ zi(cBva#N}2>rX|If3novE8XUh%IQY9INNp1eN>wtKYpPoIPY}L=uWhDpG{1YqC`Z? zk)H`5;@bSaNT@rvNTzAn>>Y7Iq*V$(QmgG1*|r4&wEUqzcBU{2DjBpU#T6@`KB*7+ z-fTa=Og_&V>?68YDmzg|^ft-$7rP0S`#J^vb2Pn(qB#jA0xoLuGJdNa>=ePO1MkrE z3RmS7$a3IylH`j1IQl4y7>xJdD=u*!gvz~>_vIcy)|mMCRF<+<9X3N=?b z0HJ{ht5f_~BPV2ZnLzz^6D+PlG4~T$8C&_=hU)Ad>{hTpQJqoKBZ&Idk5DOWxDcKX+3w- zXV2`jl;4>LX)hnD9;bPTx4})rS&X7wc-;{=$pMo8j-Mqg)`CNh$_VjlqD4Q{8wOcw0o&y{975V zQUdqF7jA(`clVb5(B|qX$T1Sh)gad(2yKsI#U=HkSocD65$;cUfS&$(gRjaWZc?a9hv?ao?LaabUb>aYk7p~7>~@yhj<5s)&*V+YUi-h&c$vjrUr zP?)XpQ~B${X!pXT_2tT>N7HP*S=e*UlB`?*Em8w;R(P_yO`FS=gdi65-j)Paz--Od ztWikdp59WL#>jAciHm%#PsX8ZauAeUzRkr^7suKiW2^N-QKN7Ik2Cgdu?xQ2Gg{Cx z1Ie#G^^*un8IboP4=VhOpi&yS1cfga!S3fo6VyVD0>aqOsIevtg$#M;Qtb0VMF3oJ zp`2enUlDEo7^Z$Yq;?5vUc=Y|(HMAZ7v^r;^sEPyc#g5IG!$-Ov^sm7A|qodX?ftt z)!)3W2+;D{wd}%I>RliNY9Haresg(FO))|Ji6H#lMht7W#XpM0PIg_N9?1d0jY)_W zzSi-fFL7P=LHT){RTYa*?J9?)>MN#|&mH}h zXEKIo6rBreC}vO2Ml#eK(?@YWp*U^Yc{TKFg=B}?L@{Zs4$C#GG|AjHe-P`3=F%DN z!&CCTegPvNV$^Tig20P#f0a74Pjez_?z&skNG*RHd>_SP929s|etX;fWjf}_?~-6S zpbFt*^(|_tjeix?u#ft;1?g2uJf6im^5E~qR&W{NulGt!b!0@a^r(l4zVD1JQykx%JV@)TjW(y$^B~(VX{461mSMS%ZzVF{$%I8ETl)7Zh>T6yheTvC*8dA6{8g zFaO;r)lonKv$RSfMgjg)7HI&>YRnc3;Z^vN>gpS;E^dMwxy#}rj}^%>KHDn=-n~8| zJ!+zs3csa)w82IppUM0$I|;CJ=igRkNQhh}pmnAj?!t6r*Lz{H0!Rz440j`_oI&@L ziQeWn+I%;bk=WoT*C=p~MoUu34^K*?;f2iQNn(IwDFIri79}C+*tsi!DJ9nak~tCA5?B(}m{N zelGxvB^3O)WOf}7Dh)+5t36H)F8%&>i|OVDZ9W%bMMQVBC>EY_=irsbW6?&UE^hMO z_+ptD=I-*x?ascF5DG-w;~190Em>qQth}L{HYq7@>%JCSu#qwMl=Kl@D+(%XpkBUF zK!93g+PLOevZhi3Czv8!^<1=vXn7AP@?<3JoEd=RU4962ei{qvSm@X8g>XGZ7dPT` zihX=n2eh!Q2{&Ty2nH%tk)BZ;`5T&^WTnqRVX-bUxV#BRcuzg-6B?=hfVhYhE zm~%U)Mc`f+=|MTS`je<{xpDwj&`Xm!&a|J~tcdVUtd5*MeobBuz-o^zkm^IJv&!~L z4s&nJorT2G==x;lZpqN~zsT3^_i!n6acjoK3u>* zcI&hkxzOEX%O$9hOcG+Fz(sRJCoYEGin5qw-`>_CM>HfN6s`NW&ga#!ItkT{JWh|N zL80#U$}KTa0K9EB;8jAs(?{MCIx~}B+(${At zOG8C7#LIp2JJuw-Atz}|7nMdg72&-f_l?~&*eUeb4cF~In;Ej-ise+CV-!dU;Y>l{ zGI3+)5;C`FM2)5Dfo#Dgk)EWiVO`!4%hfYDhmygdh+q0$)_ipy zLtom)1L&=2?wR0OM{ZC>so|Ulap2OS&)(_f*AO^j+sj-@J*SwcGlf%hg;#-Zky5Hp z$|?Csq{mLQIq2_ueH`rwP^K*`JUUthuceq$oQF|r^ivU1X0goq<<~?zQilI*s6X6N zlN&8lsXINv@KQ{&6R=qn?P*h@*k|vT2l|VQL~y3u%Q!2&)=CDAhN}@9b12Y>f_}Gu zDgOW+!AUtXw4^rLMR}kd#y+Rcm8*fBuYR|;Qp^*<8Uts|ssUaL5~jDRv*v5)w|F*Z zfk!G?D1;I%?XUq_{Zu3AVO&S+Fi^=#Os-GajN08X=PD&tF&yW&80S8k5+YmG zc_I3Qn@c%qH?DK$bt?h3@_H6W6PY`QBJ;qL@{t@w1Qpg!PrV%cyCALbGge2~)%ztMNEAKCKy;|~yOD}KP zQK@3y;?DIa*8Iv@A5fSGgFi@18BLWgaAqEV!I=kva4CpSXc3bgm!i8 zd=2u-h-c;gFF^bqhKm@)u5u8f@d?-Cj)aES$I0Y>o+Z0UB;#V}cF)ZS_*pp6g(5Mou1p$*T;^0joj}K^H z4*vsf&leS+xxNK}($<~~Jpq)*96G;SgOVvd3m^p$6yIHS-;+@Ink6X#xZa%sb^fo= zLvS{>oczUF9Uy!(=ySErM%y2)X07|%b`dN^o&CZ1xONeSjRvqLhb%-CZ%b-)E2zKl z++|z7RR&eP$RomTRZ5h0T~fve&1W~@PclksGZ}u-*k}M4eutF3vyR`10=C^Sr1M*YWHZ)quNqsjsR8awKDCK#1i) z+{1in?&m;nCC?tor$iyZm6ADK2f@1r&QZ(->cz}GJQgysX#A1TfWJc&aUh~wW1shT zp#WAwIERIh?3Z*{dNh#4jQOHrnh)Ycln^^BGcEzc585A9>e}&=LJU-5G_Y}#W~P9M zS*JbNN-P|?;U0T?(*4cSAj4ni;3rZLon<&Dos53@?O7B^xpV4YadIDRF3R`Dgaq^G zEHQjJ6?`KZWvpiO%+eO*8n}i_uD}P|aaHma=$)c9`p4t?pkpuBn|8hqCn)3I7#ZX> z(($54K;896&BHVV!tN~N5+RFyx)o^&S#t@JdYZ-Tv%u{ZNQH`tq&?C6N4}DChbfiI zJYC`mD2S&rT1DAN2__I5 zy~P$zE%p4c=8q#6A`91MgowuJ*6qen_nDY7g07W7|A_<52*ld}baulH$L%wMa>>kg z#77PJz@ya|dyNlDkNsoW@--SlUSBa2!dZW3W}XzP3tWm?E&=9Ue{Q01V5=c?0!esV<7{YhD%u>d$3Bbg27)83;24vpNW*B5stq-> zH_;Icp`f_MX&VX}X8b6=OBB?CC?T#ewUQ3CU@n3A4!2`&y7^9oBS1m!uP^(aj7|vD z_%!|Jb;iJzm~}+?>rFjidNvpFO6=dzW-Oc|8Q=Q?4RR!#`|_v7wVyJ?9v(mq4OZK? zMNMymVDgm10aMqlbEmIliF$Is9t`FE;zY28nA@OWI;CfD*;|jE6gAQpk%_qx%q3)} zQnc_lr_ck~$xr+&&gENB(7FpfqI1fbrY`U&kyS@h!XXDJxo2G1`3H`GTrz`sVs`Nm z7%GBOF=5x3+BCR4D&?S&)sCmGqJr|Kd$NBg_sA4_f@%v=L~crb#iKxggqjn3xLXBd zEqIGv5~d)>5mPc;icUgz`_Y|8LCWD&K+nUYUe~&aAV)JGrS=K}ZlXOet%`{_ zkUU{2GhG^b2$Dmkkj4+vW4|&lS&D-S-nL;UJk~h?xzR^tKc__ePA@>Ekt+9F)(8wt z>M0?I!XS4~5s?1iJRb~VPbHWB+sG}3Qk;V-3$8bR=mSFF@4Eg-v0IIzDJxR|vTr@OO{LN&g#A=MsegBzdCmQgX z3VX=Xx$$!Vv|U4!`kj0*Lqlbo+D`$#~pGd8PMTOLH)m zTZ$s2rWP52;Rgv6JD$6VNg_Kyp(iPWLR+I0|Lg)zj8R5#s(WN8@{X9OP1wq6& z`qPie3>56v&7z?W21`y#_{5Q~rmRA5%nRo3Pr2=fwD}r;Inf-ma@L^S-Z|$zCpvIP z@j*EYE`$d_?PX?s(KV*k=&na|Ru6F|@^;5CclN5qg7i;v8u+6_iGnH*w~e&(fF78$ zh5CecC#|MeODG=n(a|EW@7mwK@|S~w0uRY8a%k8WD4M1fvb3WdQ zFAf4gu9+Kjnk9K1;YgWJdz9PGWhM3R9_)LIr3Gj&i$W-{TTL{{4#QmDzB0_-)T=7+ zD*y_}#YQfqTa1FkI$@(x1dJ;=h>XLn#0;unyR)zYR&Bl50*rj&WMu`@$vTiYj`K!x zYlJhs!Es-{TT*F_AKq##7kf+7)ngj7+i%ovq0WLUPYFeHC@!g+W?U@Fe<+t;+DoUt z^K~8{y!a?n)QnzF(Z~zkz6%_;2*M?;qDi0bbdYDOp*en`+}B6>PCzuH?si$@V(H4h z>Je3E<*Mcfx5k|wB1jb5bRZUe{D5Z&h@ ztYE;2ft$pSwX@|CqSn7Zk?#g4EU{kGDlad;8ne#)pvY*v4P-^QS-*UF&yB!^5|}KW z{_+QpFxDu=vp6wG6^$tccSBT3>C-wF?-h$@gLX{TKt2T93tS2B(`<1A5Y>w9jOGUQfU%xgww&F|Df0)M#vu8Z4BibA{mqEd+-%*SJ(b@~~6noqz{f2y}qSrHa7 zq2+F!XFmCSNvn$+zj62L`dAKgch;R&?7d?g!R%}mS!*pGy@6BEY)Pw6klS%M zxdhC8dr#d(Rl~q=yZ+EEFarsWhYIIGdlff;0^}DV>GJv&C$Db`Tcqpa zNIaO@=eyjORNa}2Tc26}6tdWXH$6g%&oS4YA|P)$133QPDsj^HSWrm@(uE*tCuT*`!hGc_|#B z&FrLy?kY9`!=-=YaonnG-Vy=3GQ(Uu)c`mlu!V!_K`#Us6$*_w(*~J6?zK^1TN;K1 zq?TGhEcRsk9^17NtI3S>XohRIf}72dq=#I4H|7Mb(b_6CHz;GE?p@BlCUw?f#kDH15Y&LWj97%q? zSQkirpiODJD46o#VSzgNKT@@QK3PzsxRD>^MMuHFsboGY1!RTdgQ0is)Wdh42V4n7 z*-h4&CKzro6)zReHRI7y6<8|zMeV2Hy_I-e7TFt3(6Z`^z<;R}KgRdgZb}=?BE{50 zU}6D1)H**JIxT=PUKhHaRgVJKc_t?FNiFp~eAKta6046cF&R28OjB+CZ@buzK8pdl zAVm?Ho`EL+$1`Lodu!bD<-zJn$k`GfB{}@Ip7J1t;zK$VB-bG)nGv=sM;y^$lDV|d zSgJwtcaec5-njU#wF_jWVUWOmUVPk1(dej;r&o%T|7kcZ3}94(zu3Z+>EZ) z{S~M?`$?HPHdx_t%2+LD1cJ@BslXUy{42d8oCS2NAlVqNSzinSDJFmVqUII)ee@O; z{$$eA(V;A&+q5OPljo=!bb9UQTY_MnJd6-L)Z^(j8Y~w4%`ZDizvY1UQ!E;;4h}#U z{jk>GNaX&rTe0p^^Bv=0-2lp3`_3{9A#hu}2&)9*Xu-4z%nGO6nr_Pr478p4jU|v6 zFe~UUQRR8@?3VsamG1l%PX#%J*x!P(S@1DE_D^`N79r#R)fHsxkK1`bUwGH{sPyZR z)$O|s|LV+sk6Vp6Dv2DLs^ILQtNYz6Z0?}LeF>;?CUirax0LPMTpaxWu< z9;~M1iM{Cr4{A~GbhVRb!ngZ`Zvt@uNl_piV%dM}u@azk z$iGjhg@IXS2V39B@GU=q56sLy0L#rV>>rxhuBa*b4}M2LQm{Z%qB|>mX7c$h(Z2uf zPc!$9`m;um#Bi-!M%jz}M{SbOWw;6;8|fq@#U{_LAOP!&lA&n_s^$B)MN7pn+{kua zFc6egMe%gHmQvt}iAU``e<|o>4K5;7((iqR%&iFs4e!+}iX4LIEs*~7#C>lpN&o(+_EyZz*-b*50%VOMmnc7 zSb*UF9t;AaUcz{oZ|lE06@@~8c=P|3Eu9{Ngtu0|_yJGU(^W+fpFDrWF1WI8^PwGf zlbu^`QQY$g@Z4=5x+RgqgztkX&pJ@rtdqUa^LsJyPH%k+`^m9q;7uU~YfN>X#0^Lp ze!brsX4vedBBXZ5<>DaqS^?{%HUGVESmNo^8}n}Kjg9Bj7-(k=XDtV!ztBU}Kw?YClaTx7(7^-D%wc+J{GUMIT`$J| ze&R=z*fE%|XlOm)%VGuRt`XsXnRmO5MFy&K4wbDyW@}sb%Kx7==oct(=8;(Stw+US6)F@L1n|O(lrwA``!yTkX=P#jpNG&L^Qoh<|>U5tB$uFxV|}96ru^ii$#&rQV>{ zhL&&8Ck5h+bIZXd?{>@V?CjQAo$Ya2yJHI9na3?-K3U&v{NGnfR$b6$DqshG(dbu{-tp$kb2; z=Y3^s7k#Om%k|3`H~#GmimH*zR9FsblomaC>A?Q{ixH+P`Fb^{zzw3nc>m;To8Vd$ zpw~!=8G!z<-f31?TrRj)p=v(U3sUS5_=Go~gbsgHO?sXlfCfHSTVI_Q1b(cbB)a#o z$l1Eb8&Nh0?zW}C+tR~@<471C9}XcdQdqnlHs(_f4#&Rbsi@Za!4|?uP9^S2q&OEhm*8&-k-U-D&)% zm+VqtRcDL;%2jVO>UBav9X^U}aB~HnPjZqzmCvju>xF<6mZ1L-H3kxwwOFiAtr!z5 z#TNYbs4cu1Xu~+^Rlef8<}p{^Tq$r56c(iau2;p_0t|=N!+(^h7Zr0^;|x0XS-A8$ z^`)9w2ayhGtkWG&K1{!{k*XLv5Ky|5-*`WaVpFA_&IiAQbTVicA4__NFWl-%x5Vo# ztTxm~?{#ue^RCTb3u~)m@ysLlOxGaSIA1&$UBKQo`VI}3gtz0$B;C!*uXcD|Kcb;} zFGHlA3b5Mrr*`977iBDHBa)@EE^Ntno8Zw}FiWq|k_;5Sv9r+1T|NsrOIy*|VJLze z%NLwFR{i$L6w7bSgD7DdLI(n;$3Qu8y^vnMUSNn|>JN3e)9 zZD*V%e4`7eQELK>uS9YuSH7?pmBXnIPb;?%xzmFs;v5zZtRlU;{GZ_o%iT3=C;3Rb z#ISc>I6FNdLjF3!t73V;Y_+13Rc^0MFUwyjeS4mKe38@0K{r;^TH>rA%5{bkyC~a1NbV zWPQf?l;Fu91~m~Q#0$)VbSab*Ai1*GZ0mq~B@>m1$2mzzQ^~(CT38J`mwHwUwT|Yo z9r^GpR|i@=S0$D3Q}lj6A7V4=<~zlnna2+)$q9I$^yBCa(ZKKhB#E`6c1Iu2#upm2 zj{H%toTWx>y}fz0mtdo9bT2R}^J`xp6xqoS607#V9Fwr7y0#d`^w-<;mG>}qi_e5kH~U>@tMB_<0>mJS;^j8Pxp*Wjy8n^E$~50lq&GkrStB8ak^z3sJr zqgw=~8wVoG7-S$-j1mMF(GoMp4+r<;V z)VxscvmkY$2IXPW$%D2oo zkgV#Tw9;7XT`k4*1ekn#^v-pW`Ljx`NA8EaqlO2Xzl{%FC$aAp=awq1`}(;3bqm^- zM~ttZ5f|gkW@Mb=m9H}*E169eS)`18wM2qZg*OrODtx*+hu0QQpb6}Yj!D$S1#(+S z7cDn;B_BXI>nAy)3U0oI%^tO+4!BtIZw}AFcOzfd=QLGkMgaI*TI8N`XUm`aHMl#o zZlXWAGbit_bP+W#lqwJ{12-1=wk!Ne-!lzl$IS9Q-NWBfr9u13pssxq-J|cY9t3~* z_wT$MaTsY-{q4YFxc^_lBt6SCG&R^f?{U+C4HiOl*@q^X)tzoa`{8-_bfOR&Y?9Am zgj)@l_@j2g3NDbyn8#?%t5MhFN+Mf#hj@rCa*U{%T0XIne#s#G)d-ixpt!W>Ie7GVJjtrf7nXv`$0`0Yy$} z2caC`ZS1Xz4Z8~*LE7PbGN_%g&~v93cr z@K=@eD0Rt2qDUXN+Rum5JbP}kHHTJrIiIoY!_a>h&->BaC#*s%=Ul`3CO1;R6md1=TtYd7lK%z z^t>mne*wd7)mOPr4`T;wRpKPkb3N2kj}y^wg}_!139&ipcUTECDWewi)%6{~WBIc(y!p11wDQiuUX39h7}}I|-yI(0)ei$p9eej}d|Yl2+So4E8h*;;C(0HBLh> z>(~BlndbhSS0z%O$j74y189FP&5$Hpk%vEtd3)eaH=GY}Ky6+-kit zG$PYX{;N$5TU6TLo+shetlgg`At*oS`5DflyZIpdhkI@&%MS0o2C5Dh$y2S+6=*5o zc!;;Mww~Bf;?Q6Wo2XR8pPc`~&96up@pC|av4khJ7o)N`A+;R4pb!K5s7t#7_r|1(b-?7 z;N1=UMsm#~GsI_44xdKC91Lvzm#3QJJnyCVtDOn=3Uz%x8ue#z+@C6Squ_cr3Z&zG z>cl8TBo4eq-i3+w7|=S(Of)-B^W$kPiDtmP?{j?Ln0C69vJfbXia|A<2H&@h^cjyR zK>rbx6WK9c%WKK^SXC;b_xerAw)6rmJsiWbOccCv)MW6T5v^F>tU@;78JB0dgx(k+ zTWYmW)oc+52$*yA0(iJO`L5iF7RVS)C>DNnG)?eS4B;RTUvTgtYK2+yOnU+fT&S|I zErhb_TiL7pkK@{X-g1<+g>O9R`tpKq>$3_hVFFSYBsS*%b9?a6(Soe=yxaF`-r$^6 zGWYiphpRQ}$7a!1&KJ5hX-wlFq%BQcbWo*lmNn7>aII?knui?O8RrxYGz?Uc0Omy@ z+pWL#*&Qw&g%?l9XNkb+w`u(_M9;wgL~v9E=Wbwq+kwDARDCe?0P< zj}v@FQx{!{k1o`r;g%Vd;4gL?N)~!93E+5@z9gnGu|&)L+O+tLMxDpbS}KdaEg#SE z;0m;)yBnwD&BRdfWskP-IfNkv?>7@tAXd+PnkN8P)X?m}>6cuA+CqJj%_%#APuV5! zO8!%TB$uPJYOAC#>koP$Qd8KwMt-G3>!Z+eKVgt?SIu3$P zl!#Q@K7}dRINd^CC&EO^;Z8fg#_0<8#&AcOWt)X?8@qq_y<}$0@ zKV}z^k}anH-qeBIf~xaxqF;TI@q&B$u@0wQAP*9cELV&%63ar5#p}`Q>#B#Ip`Lh5 zQ}9x_mNJP$ykn*ka92ve)OE5;Z${0(o3#@1GOCZ0B%i3aLr9NYh0)P!(RHg^a`>{0 zM^F^}m{oF^GYb7cq9g2Xz7ix?GT9~K5!OoSc`rvLsq%NdMp}FXRi~JY^Vg4UD>T2a zN4bYMc?oF^>9fMwSF4owjuHsi6MfE!}0srx0GW((he~cgYC6A;dQ#V{gIkz!$4|#YRl7IbZAdlo+K( zL$rSS_9eQ=bZTp_*Bc7y_Q_Uywl*c%UA#TokoO_+S3K8&su4)Jy=rqZH+&jNCO)xN z40ZEDbwprLT>ztq+nHMSN($}3tmnN+N7}_M#T`S%#vE)fC07r7pZrzrrNt zl)WI|QdurZt?YUX2-3BXY{|a!rZX#WGYi`Y;0cg3+}7M$p|&dG$bZLJy>4jUhl;g5 zmbsqx_Q9&BhnXGsbIOnV*OLq+fA^P37^+vDxRa3o3eoYt^z-Oz%#UqoM- z8U>ogBYOQ5|4aFt`wxNn2DTlTe8@S{HU=9=|1%jYssQl?%2mV2kj>)kIk6SYU4?!eQv6->@i7VfJQ*QW}j7}3z8)+kt>Z=hIUmyXRH_sGqT zRV_TV-6C1wUa!l$h6KimgGLd~vStB<-3WKBHKnV)2a zrEc^N>Ad|netsq%*ANdv-8h+1J)L3jEjVHzZWPW3c=UFQWs@BKRG9K2uC&)=uf(Vz zWZLHK&%L!s{A0Y@Q_-fHnx5&~3|l%K@yL)XQ)E=4jdZL3>9fYm${wY*e;hUrJLl%+ z22J~TU>hgKEm^wOdtV+O`@{ zmAmyBI2Blp$ym$y!0D`jQi zZ(;`J7;9S@AusT43DK<$8fo2^`*uK9fy|D3>~5MJW%Y+O&UmQ#qG3%AW#YPZ&(wpS zBN|4y<(^w|S#s64_`{bVu=i18;ve&>Y*&0VU;u$1CmKTR(V06qf@9I|%klBqM0-NE z4$(-~IU6(ITANal2L@!G!pZG+^9PQBpPbvDX%o14F(m%vU{YcS<{|fWwKe2k{*|q% zf^;}C=f!jkxI;I%CoI26LP!fTIsRZvUem2#)wr;9zW+L8j^(mMmbUgf2Uog3$V8V8 zQ2R=t#fL)(Vb~%Rt9?s5VDa_A=7xC>FQRfgZdlu9r`i-caLzszR#Dl^sU^;%05R{6 zfy@2(Enk z#@*Q17d)6gxX;3P!T#Atf%-b^Ew47}t&U$9yK_o5JJxo(5mJWNa@96ZG?|pPmmWLY zIBwgn-0?vMA9OeKvwjX1oB$xPMW^Io=jCt#-RwF%3r5C-$)z|??ytk71xzo|fPF8) z(Y$E~WCT@Vh#%*Eyjtvb%1CJNGk1w>GTRz&>Vu9zh`7$;Zrdx7Qbw#Tz3uTYmAX8v ztXFcP`xQCi&B=6AAx8|l3+$IIQ#Rhn)gQlAGs-V^*-ZW>Jk=#o#c9fRPH6uU-6j8k zGYj_~y8EJP5it(P=sGS;+tR`503e*A+U)lu)KRjTZ=c2@x(!}FC91vY;HuM>{UlF* zj1(!j$N_KLOE`M*#!MP7KTG}%F6HpPQu)LA(J0Xu1ZI)pnGy>PD3*~NJ6b174r6|;WGQ+x zV&!kU!XgFv$HJ0i?y{q6n-e1iEj)J9S}ghin&gHVgyGInRew&&-&muCV+@~<&#w$# zQemzHQM0A_;N4A5f^@k3_-x)7ufvs)*>58TS&zC*S^9p1Ct+E`5o za#gO!(S8z&nBVo*Gh0dU4RMRR3EF< zfXAj`sYyNf@8wvsRKZRW?WIVABd5trg5KGr%o0~t-hVcmI|Q32!FKp|kRS zuYH4D8r?Ug!3j@u+{Q|m^dpZ#oB!3Xgbw4s-R*2^nVn|(su3a1X!mbvl=b`Q4)g36 zd7@#-6>q12#!aHS_Z{V2tjT~hR>=F3NI5abB1hYh1xux^xag;q%!;mP# zB=z|a=RJ{$BdAVBxTM2TYT^)$OT9k2+ts!5_+niM_PA6dMt9>%i0#Z7=WJY*kf2+j zm8-0}EI^&gH{Bm*aL{7o1oNKre!)^NPR$#+EJF3D;;KG#j&-im#ogQ|FcY`jm2Ncm z^b|i=b-q#OOVP*D_O})NG&J<*96d(0{HbKaG(h645O?fRB+unGezNQvg>H2>OY$c^ zse0%_A-_bnZ$BEiWgUN&hv7x~r4f>k(YN-w^ZbbK_KdP_aL3%Ac`KA;db~%75}t%$ zJ|X2Z?}&MVZ5WQ-0LQ(T;yPQ@haMftwfI7k!UIHUqh%;x@Has&5_)CjgEem3DOd&|?kNwX=L zzplrjvuSOB=)=p_)bdU|JbF1KiHD3vBu2jnm3+KBzq9^X)5Z5pVJgcOVoV1KbqN!hjlct+PflmIvnH8lN~}_-yQfD?zI%^ zyv-46Q*{1ul(C^wmLfs56^@g|ral#?wy!^&BDVoH0)LTCK%?CnL-|)I^2Ikf>=>-4pjq{Zp zr)7`-1XFX)Zd4?wMEtORkBMAB$;=%?SM#pUaONix6Zd5e~>SOvRiqwEFMz z>4)zG+9TSPeEhq@+^_RrJo*l}1YZk3f-&Z4ZYK+(QL#v1f~$K`rpD*WB58p(c~XB6 z0e_g>&oBtdj=7tc03QtqKre{R^!vZn^GTaG)%py^jrQOOId+^Z?gV((_yM^- zr-RUqjnCm>@xc)uq&T0+m~Kz7rtc{XU$PjPGDfhb>uVRZ?6&Mkbn(fvo3lH& z>5!4ddvZwdg4(|bRnMy(2l!AKN9dB;RHhQlp;&eV;EQ@SeE{il9cPJ7oF~P+MrC;S z{~vqrva?%~T!+oiQ~VPH-2+wU{W9=?EsGR5vs{1&1P4Z`MY+LlL!^H!LV9|~S`o2# zW_&*h0)~6gFmS4HYE?#lx$_bk85y|(2bHO-c4B*U929A#nQhB7P=;>}y~jkxn_>M_ zJj%#v>9WG}Ez=^11Dn4m95icsvH)I_>0LyeCa+#>;ccBS#~k&f0ZzqzHZ55U!=`1x z_(pcZFv}S@w5=^e#6>thhK9yB-k3gpHsKdAwL8mx`V8BwFOxwAGb=AOnwkbnZ*d$q z^QP)LF2YLfSz(;Wvh*-kpLjv!18m52hoN8j@9;;_N!y{zN zGszlX*ig0ynf z?d4@w;=Kwda+wyH4SZ_2JnBi=4MVbKFeVXWvVFHEA4O74l#^R5aAr4KgJL&Sueuct zey1|7_WEUaQu}|wy9S$ffiTC*Ph>gQreyP{qPR?(UqAgWUDvt0 zSNc=Uc7S&}FWZ1qCiRu!TVvu;eu??y&6i_XGSwm#*5>uhp)v6=Y7v3!@a}l@tCL<1 z%HB7!A1pib4?Mp2&q8G7(v?4O(dxah#KhgE5t!N0@ZEn&LPw2LhFuJ7gmmS^vwfxM zVLLFQiY)eh!+K4&)xv)~Qnmr#bT1g*+qA7yG)%U|Ie5!a%qN6AL)CC_<}9DZ%UdHy z)Y?s**`)^1MLsHwpc`knGhfYyyKJ=9aLkl!X9+w;@rK|KyNa10AmA|^T6WublSI&Q z1V$BCarS?#aU+y*G77R`Pmx*f?UB`*>=+zbYMlDP4D52Y_B>GkXftv z`0cC_?hTjV%Z**QgI6ibjG0~gQ%{qVj-KRXsD^*-JYav&(09(uZMP%9hlaj4@Q7`5 z*b1KW?D|!*QI7S%gRvK=Ju^&F;W9M@og0bAs{yYX$_|1~L@#W|;VZDS9FlD~E{a0; z2J9-`LP~*y5l-16CBAiUTOl{0Lu9un{ zVW*73LnXy7;WwPY@FnZF)?~qXD9v}VWy5pqx*7h$ejhH%X7^^3M=q+`PpKz@IE#|I;p_`9W>A8j)tj}eVX>^z@S8*Xki z%)F6kIXMhML5>Kx8Rxd`VIlsYa@o?5a4!HH#f2e|4V*;DF07CQvXb5n^<+H$@?Ha1 zD3>P(EiJDfw++<0IMXkZu_E z%4a#g5N<0t{RH+RW^dAeW7k8tB5sVl9y#JNnh(sY53L50Ic1IQ1`Fr*gC1`!803fQ zbG87~4d*G?$E2C0(96l210Q@vAP zycg41#nA5VI2_r!bP;4nKO^z3vDcXVcu6`9ukv3sGVxTVDp><@JWf(v4jzAc;3dxI z&#WI&2i{C%{pRE(?G?8yz*5P!y`W8d*+E>?^0GZbjPc~Hl)fBY)zrh%MjTm(x2ga+ zVOIZIJW`?YNdrLxT!0TSOX{8iZkgfjL7cQ!li}U=pPe8Q&bGxho#Vv!AiHcMQDA;L z2k%wr7U~e~UJcSn4XdWvZ3usG(H)G4<5#s=y?U_`R3YK{x-sdJUb^t=nLgNLDcFe1 ziF2E41y1#1c$U+~)G=?<+)l(-t7ZVm;kYg@FPecYvQYXpt6~OT@%YL1R*)EW$8l+_ z2MhR5x3?2SMq4d|1*%1FXX_f(-1HfD^7hE~HO$Am+<+lIHQE{V$Qpmi{<}C4b{j6~ zpQj!%aP#)^C1r;fuaz<8Vz@n}2cK@Jog$~!?X}OU(aUHh;!eF9giLkC6CPGRn>7*7z zg;}Yi2qS*ZrIrCB*}8w>as)|sY=kq~MyufY!fZO~cpTWD@{`2FG>h>zygI%$u9;?W z*VpgB3vN@)e3V&kngkBPLd}U;B3dQ+@AB?T#|4}}&FiTRu2b#L4PTz&4Nh%6FHEEm z_IBc?$tEp0>YBrok<<99ZM<}Zw+;!S=c+da?4UM}x4rTuEXRNAVh4s)lrstVNXi6` znSg|w{-v^;l1sLc;8X7hfX^c1WB&fE5e6*2Yqp8D?3E8o*TL66I4{X&G5l9$?lwD4 zf{&(n?O?cR=41oA)q{)mYPSG|u{w@-va@lV5OVn7TVtuAMY@GR0v8q3%+i!&tI}r? z-x?f^V=0&mwc~%06ib7n+0L#fHR3Y6>;_4+g6UYSrQR)KK=u%IFagi7YIRWXRA3Ir z>(Z^DG6WzM$Hkhec30eucow*P`kH=gSjy8JaOK)`8en?%_7spo==8(Ae|5a-+X!9* zqDqGcgQnp;%tjv!7*6)2#l>*QUI_@zvko~f&bEJSU&?At(0yfz%y#Pmuk;58} zgp;PLEjT_k(iuaA=lfoF!^>6m3c!0g9PgkhH+3)b%=)15-A1w~fNkWE#6dG>o>GfN zBrJVwtA8Ock2hyzjYOvRX0Pt$#f~K(EzX}{r*waOf`!Xhe=pg;6;Hzax?HreO>p== z$LhM8K{WH!vj+KJ*!6Nqv0W8DQ4Kl9flzA=*9b$r~!7_r7=r`zl|@ED|R zclvnT+Wnirm}K|Ipua3$9#2Bdw;=Y^DBd3K78cNlQTBR79}c%CvEGW~Rk_1qain5~ z0{oeyn*o8Hc6;X_g@CPE1TxFm!okTx;hgsVZGas zD97UhOUt%Hbk1K39z)2}^!A8x-p%uza3}ZFzZiT8Z809wxkVl9v1zlt|9P3KNwrVz&w+-ZMj z0w`7gU7VLZ`o)=Ni7$;Irn;!9`0qA^(CJ+0*m|quO@oDbb-3SNXtQ*S4S*NRn*)}S zsm1Z0>}kI2yxDJaS9J|b9smZA(a2oBVGYC>HM{C3W7%>XX=n^DQ)!fmi`uqpCs`3? z`|sk_`_yGCO2OwKay9I2>Y@+zodbWyF=M$cIcxK3;2`dH!8Gj!B=Koi6Nnk8-blPq z*S&w?ovZ&QG7#8mPOCk?xe@Jemr>c+50LQ&aXw9F0-_XbS;7CAed9okfsHJ}WHp>u zyVCY5_&-ba>wW}5RL60B;Kz;RJw_smW+sI6e0!=Fy)>8NU>~yy4u@$Yg)M*0^^}S? zv%n8*rbVrO3}J5dX#qx}I`z((_^7H%k$J}Au8HH+V%Hg%fz9yNHlx|_xj1Wkdk~ns z)rOEUOVz)t!=2#Q6UO{Qd~lW7@gcPb#~wS)-W$X0LpV|k;&q7*pB~BbTr_G&_Pz{Zr+X$fzddt4poe-pND| znYscVL7O)S!EG9WHhJ-79RqJ{E#^t;V9R{U;|!{9Q7l>8t>8vgMsYpO3|mrQqqdM^ zn3cWfr+n9tW7tKhyJmqKb^7)o3%O+f-PYbv;lVg}!&j?jQj7LB#f5)BS$fww-oyP) z3${}-g}{;Y+GTQ+NS2p)xje0hKCs&;gd#5gRS;QQfCsWDOfQeL9?fQJdHNDTWEL9G z>(c{FV3AFkt+Bl6VgXFMc$zqCc+bF`vapW^PmPy{M`>F1h-db1LQ)jB6U2gkMqD~< zn5F>f&-V5}Cl>Q$>^6V=lXiPTkvpPCmg8$y(+KdAnaPE)TJmDDJh&dG<5fw_VXe#D zwCRfITu?6Q7FJj74_-Csm?oN>iM)O}NO;h3LMDRYc+JB?6Q)EqV8>t3; z>YoY+x>*SYM25?7ndaRB4-iYyydGG})kn&ns1paeH`NwtVe+bx1-Be^+S z!?a- zXAv{urs1>)6Ts#CGHscIE&3T=z6_O9C5eyzzna&{bOY#n6{(hS}#=!g8>G-mMV?J`q!@m_zpUgJ_ z57c__s)5J|xRXAeUjND(a9ovC-(iG4+HpEfdqmD8p>n{e_IhY<4Zb8^j8J^z%wlIW zq#rEF!ycLjFA{AY;k!3q`Y0?GiAMNBZ}`z3IHkbA~f z;UHzP;b8L}_ULch3wTQjIo+SrS9D81b*eJGM;bFV5 z{7%F{S#S1U2A7%PSqV`XcQ}hpLAXJa>4b&NYdef1y7na=+IwTNQ$@fvZ=Z@|%IMF- z#M!6U4F{Elr*)ZWYG?yrb^BVz(Z@dt*%d9AJPnICBfgsIX+$rUmb@NB;rQmCN;ZFm z2IFjw?fBH3gTz}&_FNQhlH%g?S(LJ>b-w<%Gr{!{}lHH&{+!(!6Uh0}Me=jCIvRyMwYwl~{i*{M0nB&KUV zcSyV0@`UqsHuDDHhBrNUwW#AvV&`pek+X8wIf4lB>BX@#+bdNVVa*#^Ncn6Z)s#LR zI81hXRydY1LJ~)Q0o%op(#z|YgT=JxMrjV^Dg)kdqh(r6W^eOeU?{WM3dw&>6kPHT z4PC=3Y@>Vi9amlYbQsrudgK5uGo;wzUXQJY%V3!{l6g>?mq!+$?uYx;ZR$6&WZDIR z9FV)iGbukfmC;Vwdzl$R&FL(=Wb*QuE?YMmhOv7uAa|je1Z48?<}4nsbuKiwXyEJS zTUr`GWfcEau)*o_6s4+cLP&pC${0UW7vLo8j^ialF^z1;Y{1K6nh`)^be6<-8`X~x zZD+3@6xKfCV#0JUkHec;f$|x{wohc`(_m*FEvoOI9lX0U`RULeyaLBzZ}}_ov7dI< zYSGRJn%-_NAAD&rxJ<=n^rZ`e0S8opj==`DtBkeej@}}Em zpu4R&usI~(S*5*eKlqy47;2g<=j`o4&Q*Viypq?>unXfnLHBgW7rnLWlpj5L?H%0Z zzW(R(PD8M<@o`}zPF~Hx!r7*Ea0Tvop36=OGL!v031@e=CmDapyHLCuChOF$fd|dI za^~fCp@oye;9)G?eAlcA_lQrVA~I@;Zf?9hXzzEkWB1Np&8kY?&Fghh!rn%P{uL(z zNX@?q-Ukm#Mm}}z8-^|xBXUFpnEJMW%P<>3Wg7BBOJyfH$RQ# zZmnGO3E5hfCDp8YQbs9V>xPLstvPTc8~Zi*9!S8gct!?i8>_zc!2t0Amw>Ki*=yhO z2=?}ODOvO00x#3ptU>&?=JemibT`hkjn}AN-r^SZy?*x7?LydEak~-ZW?oMN*_Uyi zf!3!xE_;8kbDG_h2fpdD|Wk7A6U=Vc8sb|AJ3G#F)9_jeep4$&0?YHEo*hi~x4>0?xcjZhPB~Ahv zwBPZ{OfuXyQnt`k;Giisj!V2M_HKY5*S3GLjO3pFyORvPW|c0V;3U>yFlA*1(mK7K z4F*;t#gb1M{=J)AoMtb99K&%?7Z@%oT#tLmT@T_xqxwwCJZHem!x%n6KQs-;OSWY$ zhong{2wUbo=$xx8W((4&yK2ba;eVImlfwWpT zZ8C&7zBR_3-_hp2n9%S`R2Oy?)%-7qcfdy@cVg7Ilt*66pC|ss-0zMM!W2i03qC7cLoKy z&4fDkc3l1`ZWDl_H#?3%F>`-7;u2~Y4%OS;D8O8Ee5Hp36^Rd;;jL<BXyq<3?j1HahW+vQ>yIc{lQmBmUpDo?tPEg(^a;;G_6d?tvDEMj30S| z&Bxob_Hn1Gc$Th6P#!pL5y{ibwv_tCzj8*@^}=v3er} zM__S(MqN3>i6c9dF}g{6me&v7{G=&2M2p)sjo=`D$;NCh4ccD6Y~s@xi8oTlczbYC zAGX;TGa2FO7bbtO&bq@B@7=ZUJsJS09P#bsg%=LVe{)L5KiLs_d%9STb51WeTU}3i zu+uy{blT6*B9~cnLcz7C|1L(>rW9UQPMbJ3#UflLYPR(H)z-bxR3*nip z5>f&BkM_OGJ0{h?X*A`UhN=dk^MlJ?key7lR`1GzyioR|a%$3`_=5Z_#Wg;nC5N{W zi_lVZB7=YC^zw*+Ggfo>s<;2_P8#^Fo(K!}2QGbM8#HhFy`GJCvszvZhGJR@jKSHJ zKDZ9m837#6;53~ARJ9G&0MCQ6iQ;ru%-dVwWj4-g#366Hz5y2g0s;mN*hV)%iF-8&;j?Tf;2+#xzNcoqp3HyZ=CwC9 z&sozo!7K5tvC||l=c^9j*nelUR03JqVTi&NWhlZu@ZoL8kS(7;3!=j zAIg8?j8z3cotKy0p$}asTWlIzZK7_wMow4dhFuSi`$?x?&K7_TTx_guxD4Xc9%w#G zrc~;Bs*y8Dwmc>2=`#GsUY>_zYw~Ww)##LQL6ZDH25+o}R8zHNHz+}ru9U&t4VyXV z3Ovh6RV=3Tu*cNE!Oo(10YkIb)8)9mb>@G7$liYz&P_AO!2Ghk_{c`IjNomsH8@^0 z1e;vH$pW!}%XA!?n_~CptTvgl$kHGp;5>OfQ|zQ^_IV%83`B6HH%%)KLh84;7@5WR z!o{FjPcw0Gvi(@ST$4_H?{0Z-WdAl_1XNjBw#wldS^l%T7#|-fn%C?PF2{V!rqX|r z`dE7zKI-cHph&H)zMVq)`eoNKas+D+ENjMG^My1`hNER>@gb|J?Za>#G|Q6*D}4B` z%1mg_A-q~>FN*i+$HVSj4@F}v(YSJ(yLf4&y0VmP1+SeP2Zg95JCPHXo3Wq=)=+M0 z_PVBjRGYO}mI62~lm9Lfa#;pFyb6DxUVq0nV)yv6uG)k5-Q0&TiUr3N^3fN@ZfJH? zGv{d(4%_?@hqJw&F*L}Vt`YZuz$a&P&`h8B!n2b!6cc$rx(ETweR!HIF|do5N3Jj< zS#K~E6-SWRc7+el@~57S*M_!h_wBt#SK#opS5n%>micAMa!ak*whBM(GMj%Fjw_oW zh#i|oC=c(kZO(Azrf$kbEJn>rNxb2;k^N}dHncb^8j~|}h=D5D@u^JCmD#r35`jlH z4`TqA`M1-94`X(E(TK=)%3Rs>{V$J2{#Y|t88wpqa*?VE8oqTyd zFY$n5QJUjerlxI&8lGZfynM239kLpzh>AWkO9~ZF6SF z@ebV+FUp|lPyxrKa{bbj=E+WV6^_)IEJcyMhcsNQuH|QNOI!$C%(Q=PLjoo?oyV0A zWYT<2rS>kp!eNRGerkTo=QaOb+!|Q^DP${Gi=*;hIhj{lw2rd76UWI#Q<3pmt#`e& zepvG2Jdy>|0nf^`Os%lqcCM@e(cDm+h6DK0eWoin;R7o%pqhJ1CJq?6_H16lme9s1 zTc{b&XDg`=@I5uWnaQ@dU9{CgHc#%hnyW~i*cA@b%4jzZ`LLKD;BpFWs$yj$HHRru zzgLS(M%WRO4mp3`@h(@_v#hcHl;339W+#XNI=y^F_@b^)FvtvV4+7>bpDgaJyc(I` z$(w;-R>1&mgqf41=B!YG<6UT3$ACwXUmVXq$*7%;oeGdFi zn`hfa(6ran!B(hxrwqFhz^cUDvCqZ(NXJ1xwLEyk(%uuVMvmK<0NeB$$Pq03w)2E) zlLz6bgLHqARKCl?E-K|hU zujTR7Xg}pUE@=6=75skQp1mwkSYNzbc|NNp$0d3h@y6Bg3=T+Bow$K4j)P)aC)I#2 z%IlHi{W8aN#xZp}jxb}zCnzI^<4Yrd(FA`P{_6FMNkY;}4ofm)U$-|Ml!RafT;Q14*jRoQ^k8-ErLKm`#jyFJ5~`K5WHDGdmoAPs(zPPXd3_ zQ+yWny&xvGntv7LvjzTk-eQcW9xw^2zC#xbZ_WU*q3P39?cp~QF87sHPl5078A5;X zKAVAr_Xy3q9?HOs;^BllfMp8u2+B#f#)Hee_hSus@_a-#SjTkcAOw7QC)4{pZJ})Q z5dp_#t{r!BvFFM>_8ZSJW?=D^f`h`=sI;j!N7-=XKu&rLnqb>4j*D?t{_1fucd+o>YJ2@Lk@@()^A>&ifYq19%Q!ZHNij2IC&UZZ7fW ztUY*J*;2d0G)>+Zc;f*|bc*=3ffv$fV$O|r> zY%2$CY}s{(}bWyA64Mk!^=vhZFW;+H*hM>w(_FD6G5L(&->-MUv^z)Pbns3aKi z@_2Ob@$TITK-6920kyDM&7Q|uY1QPfZ0fQJ0_WmP7S)OS_2P}ki$;5eFi9X__$tda z-H@YL@pkfdMZIu{kT7*InNxpfx=*Irbrs!I;BNV{8%MY4VTvuYF7Qa+6ehfRV_E!J zMVf+aI2bafZmW2TVF!A+?P|6-7U>2f459a}ZM#ZA?swZ);r$z>_>qBC8jh<)+izR4 zO&)G1jlk7W9%cl=|7WQK8cFzymq&<=X?9#EJUv4?6w;4)DVAM+I%2uHoSoV z%4|Malgq!h4Q2DCvXE8jKMMoB>o!>sxa7Ui5u>8pA@aR?>v3wX!&Up(PjPsN{S1n0 zd&A+YvrLd+Pc9D*H>I0!&c0HaVmFzEz7aj)y@0zm_uK8q(V5bQQKP{^+hichsq5F6GUAIdpQlffTD1D_U_i~V)m%>r%>5gMe<3xsPt^&@;F zYtvg^J|Y{e0M!l=8R;3kop@Kri34)T{+6%RB4?G(Yk7HD0mFZ8QW76a! zX|@I8Q;UX6p@++A-hMDG(i#TUoiTH&rXlku&AMfeV}WCa*io&yKM5IJ@-`oZEF)un zKr9rxXS4N4WRU!;CO#K<*5^51&m2pGt}s8|PMCX`BNZ0i^0vc%SlVgRO?y6c!=0`3rsBH6TZsE&GvgV<$9{*CK9^=^ZG@L- z4>YFQ(K}8!C6Xx$29GKGF*>;7F`VNvbsvRLm2TKy9Z(^F{36*4H3s5O4aGu_jrPQ{AK zq_^|&=7WDqfuVc0`CwlcORFi4r$EnF;n_ph`r$->dSN4fN7X@xyIR|c7heeE)lP0j z^PmxzlZCm%a4hI{l;6vhf2!!jP_$XdV3fZp_2!kbK8Hv3rUivs*C4w0-x{82A2BKa#sTu zOmu%1Ov?kYJr+}L8_gtL;14d-aiqD(<^sYi!v|lbnu`WxJ$goC(xtB9Ut~cxFEDw8 z_oAHupJ%q)QcJs06$fuh_I4r$J?TV16#Vkv6;pMa7Rgxt{=H>eP%gM6s?mGniSn?Z zTsko=7!aI2Weigbb(`mpSyq@I177ZJ+XjC)T9}oDUgc!(*?=~U$>ps{TFpR zqIdW9Pr_q_RD7uH;MVl}c*;hobFmGD)X`m|!bk?|wTmvlW!oG3c-}ygc6VFWnw0 z?&7?DFg=-eA=h~~oGu2PRJa;=>X+j#iQ_QI<%nFpJCQ%xv=JzgpVYP*jw<&!uhSU2X{lZUBRHUP-EEO(`et| z94N(1aO6QRj&@}i0u9YD1~6ncsZ1rp!3CefbX=Cl*2yq4pZ+NhVu5Ot0hYfvUTiH5 zb_0*+EM|B$gg%iYuJW0&PZEF76VGC{#e!Yu<&jpt>m;e9T5ue3ja54tG;-d4IcI5b z99X3-Mje?@K&YW61XyUFX5y^OF~obTnTCIsOiT?&!)9Tr)`%m-b(&_MzCwB2+-4Hc z^!9GsnsdjN;x-ck{^B{zRFJjmV@0>DhOa@57jya}zkt37#hx(i)fRuyq7e~P7j~>= zPMoC-pM{q-ws1R4PK^WxUW`u{kvK`Ip(~^IE&iAZIxK=0R!K5n2?!@^(l|1P+xxZ+ zN3TWjLZR37d=%2}4A=TTv~cJS%_j}6%D#%@a5md+E@L%^|19{(?Q@YIym|F2D-|=$ zVbLS%00v%5GtXx({#1V)I8ry-uHD@8gycGi3^KYloz0uMADtq+;-{1 zuA`7%B;gEUtJWjkk^ck9){3q2?WJoacaW;^X0+45#cr{#$IBdzF9AL@!WQv4u>7;* z+ahcW&t2A+@O*ZrX~sqWvSh8qdr}?9BSH2?;!&b6lR1ptyTN}UTC!Q-c=KTPBtl)4 zav9M}rPZes#3oL5puvUf_U4F*Fo!N5sjcuyZGU=4 z)O0tiH#0U0Fr$A&NUK@-2GcGMQC!pLakcs3gn`=2O!G>DH-pD=y(oK(kwrHRCbvzS z_fXmJ4C>y(Hi~8Ln-#7QTeFDF}2FW%n*y_1{vOOc5-ksC}`M23*eJEfjBP_2;zUu$MJjUghEE6<;|?fCD=`c zEQ^#v`Dx+ABx$W)J?7lB`BzeYs=+bd41XlmO^!39Wa+#wIMVzJ_>ceX$N&2EU%t{8 zy$E~IwI=`h4}bTG{fEE$uH26wc_Oe(GoN=-^FibNfjGDin7Hb}#Q=q)1R+E~5z`?i zBhbag&SZaCFs;hhFH!~LLEt3rD3EZX0oeWb5YU0NQ#Z<_k@z*O;=m_3;``TGF)h4Y z=iLZwn*-_wRUA!LSGY{k>+|~ic}HhFsMIkwsV|uZ>n%O-e2&iAv*xihzse5n7`Rc$ zd>41Ldd%-W@J8S6IPtgh&YItjKHG5&%Gv051kZmDOy71#db{I4|M>CSA7L(C|A`6s zFZ^%J#pAz!d`SPe@|{f(MCR683M1NK~{*Z9UGpxZb-b|!?qVN~-_q2`!$HRPVl1I%8+EZ20(T;_zH3>wO zsN;Wa^&)k-7|`bjuIe9nrGId6E%R668&ZUKi~T@l_<_j;{HENG zi(0(n@@3$08)&!)x|L zdJjalWek<;U6RfrE9YTj2e^ zQQz-7c-9~E7p11p^dVfO85G)L#kiNR^qkzyfN|YO^l&!1fA@hm`gX^Oznyp1{C0oz z(T;0aj#eLI_b_9txzs{Nm zctsnY*_`bdNK#kPaliaH+dPzUUFLt?`F*3j-}m;$i~ho1fgNpgMP_V2rT<3Ypbc$7Xi$D`(BcRbp0 z?v78Rul?@%z<`#w8RN6>&U&9-z8dik$<^X#{I0KS-}Xg&`+`%deEqddq2J3tfA#g7 z|K)f8?f?AccmLt9e*5*yKmLEn9S^bQw5tVZ!9QH!n#{pKuYepoGS;2_FFXKZc^*^b zbLI=O@NfPifBoG*%CF+r{|Ub?JFOU;P_gB!BH#c_a4_#gSL2zZ>>LOD_a_X~pGUg4 zf^VQxSU&xaJSRQ>AI~KETL{_3>(^p>*p2r^J%1s{y5N7{e}DbM@4kQj_pd*GN&nqu zZ|p{GLc^=ruZk7DcwP7h;&3v_5Q_2u*M3&V-@t*tW|l`ndJjdJOi>61;K0U?Sfe`O)yZiQ(RWd5edp)=ri!qh6g*mAL{pM^IJw8ZB4_+S8 zCopmOuyKq93KDJgR8N0IqBA2f@H{lzJm8@(4^cTh%Ib5SBx`_9t|RekR2>wvk-tO^ z+w8M3%;7!JA@n#^J?z+9+=+O@fta_7gN-aAb=XfPRZ1)mYF7^in9NHAdlGog+51>Y z6NlD=m>~`8nUe_wM&<8z@H1$6%xOjppzpz#sXma2%o!kwB))%f`YMJa1w&oLK}M@i zH8GL1CeQ+o2Nvo?Scx$llS3|bSiX^!86c6hIUD?=oC*sLTkJ!%!5ndBy;Ydir~#k! zuBz8{6=tQ7rU9Sux^Yx+K;BvRkiF zplu3XZ)>lOY|MWqt1~A^E&N*KN6||us6FZCGPT!+y`5Tk04qq;nR>5Fq zIH=^%$-3e!{1s+d0~sW7_>i>uG~z%Aqd2b4i{TCN;6>LnIGelS;0kYxzgwH9y4$$^ zAU!Yjh0Jvg9om?Xc#_N+`_SqNypZ{|YcCf|8NA_pMmU^)Z6Ohh;uSBsw+%|R8@0`` zg;$N$r(}N)`;FJ(@Z)35NAb%Hq+sXM0DKb?7wE*?ukGPV^ zD!v#wZ}l{F4%cMaVY~I&)P$|T$7W77sIMs>NH=X|nq^R_QuBf(N{e%OX3jtaGgxK; z;A2VW3{DZ*)|Hj5GJmZ6yAn@w;MQs?`J}ZpZlHfkHyEj`m*Su%vRZKK!}~G*YHxFD zBe^;UCoDo3r{*W9$hD}cgXO@6@D_by3|#)+u@eeD>~6Ip-Jd2TC)~FZ%>Wn00M2{h zEqA?Z1P(s)rrXkl3e@IL+)jX`mfIniZ#GF+6n#|_AGEjj6UUgr=v|sy9WviFjt9t~bhyD9*GLaW zJoBbT@sap`3pfa}_)ZHr-bJm(`sJ816oy9cn1|dp5eUcG0S2p0UWYm~>aS>Xc*6@D z1j=vD+zb_E08gJN4qo17gC}gtLRf#cZcVEIT=u9o6i$|8widq30MAmTBgn{lfy=6g zdl4EGM<$(2g$5Ud(Z-&)zQ(FxjX=1xnh2%m#0UxCQYo%UIOF@C)@5K?WV9RbY@q~z zrEoP{8ah0A@zI$`mp!@cnQXO|3@n!30m>LM|3IVOVW;i5`~m(PDKZEZgC z4`_361D_Kz69C_Mn4vfV4pQbO3+l_ImRM!1*G8Zd>)A`geSlBUI_TyLQnaS^aN$>5 z4R}w^aI?x6USx@`UFI%=N1NdcZ|5RJ7GqtSm76tQMgt$Xq|)Lv#E{g4ix#hBhT$z2 z+H;ANQaUfm=>q~ju4PR7q`iL$j%%necCw6SHneRp&ZzY#%C{H8#RSb=`#vMt6sHIS z&G%B>2VM)EfFv)61wb4GHoC$qm-4g8re^wI0}{Kcd0F3`0d#;j4*Y71&KPf6R_V7zIX;+H3|-R;X}r( zY7U9)4Q(3QLq&v;nQHiAcn;0qJuU8lA0i!sT@5P`4^26p@Fj@U)JY8X53L@LHIi>% zotN^4BOe-0*Hqn_gVSd2$hzUnEYx7~e-78%-56gqYKLXyx{rc-~zkdGfAOG%W|5ao-E3(C`g_u71Sv=a3DfswMCUZo{*$n}!_}O3m z+h2eE{CiaKxP5s4!)Mt33R}h6Ns!^$#O5hUZ3ybtCD}t8T1xn zV8!hWDx@(rPmwu;{$)pyXhJZkVg|r~NAL(7Y6qH>gP`j`XJ&uh2#UQ04me04GX;|A z_FLkFg9NyQ$KVP-B~Ca>z->V;@>}A7gG6OAt|VoN$zYmq~Pe4H5?&B%q>2zvu8BCmbYj z2!yS43mj-D&zrKf<1d_Wlt9oPTz5g@fP=)ubK#8VESJOy2Z@D~_s&t`grfw#ya>j- zB@Q@9Y`U*o9E}r>63F8LCd^ylMep)(e}Hu+^zDBI2MHwQ6H9H~v+#nW#CyoSBn~)8 z6dnY6=-Uep5{wOoi|&><;UK|el)MnVBu+R=@Gwai&n0odL8517lMkBbf};eEPY4*k z1zt3iAB_o!O8A8n4id8}cTpJe6OIzJuR+>!OB`^Jp!%LsM_+J|*qSPNgwZ(RD6tvn z*rI>L0pAiWb#-~&eRaV>g88TC4Eyp0M~T6^D%>nx5(gY4z@97$X54*s!9fCXouwdw z_$6_|Q33?7d>e2}9B`1}JbiUsR9&?8OLs~)C|v^5t(1Tu5)wm~NOyAt1nGvMQBpv< zySqWUh7Rd&?-{@E-v9WWGkfoq&wAFLVQ=>Qo~lb$&~}KVx<>DtEeBBKF+BQ{Q(;L$ zFgl*(?n<;4zYaCTzT^4MR-X=OleiP&1A%{blFf8H0SG})`Y1h+|GoYD1Peg_ikh9o zZGdp_6*eXbDaQ+-hB(-Ekp6nxE3I2zOzt#s}L!f^^A(2>LDKW zOzVbkxUWkG=2C!hJm_See(>B zYEY8&!2OoAb#P;**58#69dg4NYc>6xx(8gV4mrM<9?dNVw1;E5C0D3@l;jw|Q!tWh zIc`G=%EUw7pBc~%&gJ0FlcpF08g*T4ES+$b8c+@(NBjH`fz&#L7x&`K;D``zv@;da z!+VhS*>GCKSh3ZQ}&7ey7l1d`y(E_~(U9<2=ltVzu9*nI_RhzNQTzk$#F_ZTP|j3Wox ztgbtBl`ta|CRfeQC8i)Xizk<}1osroiG_!K3e->95=OpDLL?XJqN>gt*+ZM zNtm%!^zPxWeEQ#OcfPp@Y37TddWJago|{UcC+t8VL+1ojI8g7HMEI12SD``C)jO2R z17F&yA9H1o&S_l@*)!sU;;EjBScrBu4)Pv^ftf}|iY|`8?wO2=SlCJ8NN!TA46azn z2`X@M_dqCoO4s>)Kuzyp^BEpPykpE^jxjThtdx2E-4nj>30);@cS%$}_E|Iodg6aA zu0+BB`0O;9cD^s5KXjF$GS{KBm=Aj^NS@$D?p}EC7NZkP`o(jKLZ9IZEIfvOq6P2N zAK=9qVJ9vh`$8DdXk-*dqd&#}lM@;3t-UCBED|2W&gC$x)4DXWT1usX`$G~a2)h29 zhYl@V;C5t=!<=|kv5<6msQTt&4luftvQ2b*^~;pu_YFD)CVb9O?^N~8?i}#TaUqWpKe4rF&4ona{O{tA-s{3hD?x zdvUBS`Z*aCTwY_05wxWly{AHyq*J@J(MyEwC{tif8X4F`B4-^2m6s<#epxWH4o&yK z*D*R*W#5N_x^H$2;0X1-^xa9j4+-pJMNx;-XQ|LS?M4gLZmOf*=-*yxgiO}4P_)Izy6P#a?^5# z#;alDL=@AlDbQUuyrR3HJ5)XvJFL8eY*A^mJx8JAiO zZOKZ8xid*;RXiZcBWy9CP9JbOf&v~dk8(OK-6F@1DzHn?HN)kP2ursFH;p=J5r>IF z4u+)Hdvf}_DJd-;8fC$^9Ibccj+0q8-}=3Y8f9BWMdm%f;bH7bfkPkOZ2A&=f_mY1 zyl=W=_7) zDa-5apRYC$MNjbvAbh`K*ULbyf%#+-^jbW42vDs2wsRnc5TZTMw->yp-R=P084)u; zb6AM;OmKo%i^zg|&kTTq(S3xC_5B#wXTI;&8006yRANgpXYL444xX=9;}>hfj6?1C%8P zJ%nvADs`(fP+`pGyu)0%i@q|2J%7TQyMS{_RMLvRiIA z7{N669ic*NdjFv@ZIZ42Xak`$W?rDM#5*h5k@E{e)eZcUhK;Hb$1&q)E|0pJge zFGNO@fFq+B-r!2Zmj9I%Os-?W(9i!KzSQi?=5&P@#ll<#GGR~$e5-?$)b*V#4eE&bZk>i zOCY=kqED&t3{1k`ejWJ8uKn&`<1P4yi%n(t!filLu`8EBWl?yDf%q>?Dgxplf$!^v= z_27kK_y{~n$xEWUNm$VgsTbk^+`9BpfYW z&|lY=zvF>C(?KnI3r6&2&{$MjH#l3IBQ%=Tt-Y>2>oiNUV-5YfD1*M5u5{!~RN!4{=UbS2kg0UI`n;%DvwSo)r8W(jEX%!yxqveetwFp#reoo;T z2oEoSVUmwhz!I)AV&|2(Vpto<6E@L{o8X)ZyHb4f<`RtxS?VNMV^VD$l*uz&ShiIh z!8g-|EB07LYV0j@sM{RafY~FwZ(f^_!U8XHR+Dkd%8+0J^C~u?IY%$@H=NA$(;+ye z_kbCUsbxSPG!C*6X=G-K31)y6WH>B{{J(F^?%^;1o{Q3ILDmmi3Fd{wZWjagFfWtE zWT-jd)t!I|`4gw#02nwJmiefa>0o<=Oj1Uwb+C#Qh1lo09d~o|aGvh`PywG`?d$KJ zoW3WJ%p*fe6eQBR=nOpY2fqI_4+sU>NzQ+K+M9E2qyQ+<>UFXF9UOIE7hTRP{WC?> z_RL4zN7ps!+}Ms(9lL*dosqk2)e{Wjc!wq=jSq~?z?al5R|e=l=%3{n7I?nxqGe^5HxY%kY0iQhjBHSn@9j@fZv0)W#PeAEPsC zgbLk(rj23!ZqHO%56>PLjYz?#08rr+59aK(S+EkIfrs#YkrC(Ez-p6yg8Y4W8?c#5 zCHNhvQVKw$y8ZU#(0PnMr&bX21OI#v?8)#5kUieAyTb{N6LOb6gJlc^pB4KwRWyw1 z<{P>gLUUUyBaILy9YrZWA(0^=8d#2>{YQ@Yj~cZ<*2HGghctuuR0eiv8zd~~R0xjH zZgLh<*(+6r)AI>^@bgiNnM#|@0174porct4{hT4%6MaB#I%~~bIY^8s7YeS)3pT;B z8voxt=o>r&FTrsCkZU_aXir^S)K-< zYyQ7NC}9j9!OfDtuR#F<*^a)SHScP;TsRl4|%wbFKcw)s?~v| zU@aq>YS)Qu5Ud{LtW0`C#H`OHRv^_a&j0w$!e%t&nx4G?KA;I>b>}Pcg z1;v%l@2IVxQwat0)jl&zZ@nD|L|++*l78I}rcYqM;~!`6Q$#xGbLRLU_AL9)3B2hG@XpHAirfIx9{JkL)W_uv9PxYy z-u2X>n=Hj_vZ_>o=+J4`R$NL-=wsMZDY+y>Mw*C$#>xmH}v0Ch9Uc&TGPT=^YLczItu!bgvbxCEIK|8)!CKx;M6hwaJ^(ta5Dt6K<*3H{9nK#SoEclcPNGP z`<8DybI^a{-zx~ihq0pL{8ISq1t+G3J{OXolY2o~`ZZ=hM8gf399Dbox(x9a6f`tI1mZp$f`2hsRaMgn3=|7-R^)|++T*Pe>)MZ#6!JSs#sE{GBik_u%C1gnJss&HDivj^|9 zUzst4l+9x&|KqRe1!(}-ginoo@6Sj668Tq=Uzl*+Zk(%%h1s0EI}+kR^TA5^`a+{H z*vh94NP z?G^mp*VdN#^|QtkI)-P>{S9utU=XncSdw}JK*SK}wF&dKO!m+4mfNYagLAR(eJ04< zmgkedfcqk#)L7{5;G1;1>W|hPtl41aO&!Bc_IP zsE<3Qmx`!q-qS=6m;+2%ls!RCpz6X9i`!2#pr|O;?_ar6^@6G?5|LL;+LxlkWnkL%ae|2mQ~TOsP<6!u=XfEmP4Fs3=VbsyML&l} zo7FAzi=1$H<5V(ig;khFS#I`*h(Y8&_9&cp7sHUnmZWWPOXVMQ3wBXgA;5Pz0;BB4m zl7C@i&c!70t<`Q%M;K4+fQKdW!T_k4?A&@4zJ%W$_4qXu@4)c3%l7frrj6((i`t#LBxIHLY3J^p3WLtVEWz?s&|LWo+Siit z8Yl3tD~1e#8YWAAp0n9@@t(4$HTS<;f1j3Vf!pJ@r#nHEB`NEX34xyxz@^~dCjfXj zENgqZ`m@s}A*Y@H^&Nwn^_l9BqGd!bGQu_~Eh0LjB5|}fw?AoqyZb0g+HKuO1Rkwz zb(Y0uOv9}|Wo@|Y<0-RH?29fclhJ)LAC_X!ozEAH?Y*a z&ptjRtnrHTl*QYWJ})_FV+XoSUzGrBve9cL(%&{>1ZCX|_B~elk;W>O@+KbLNwqae z{@6Q@7SKw`vYTou^rc_reX4t=bTU%5m$sNWMMwN%EYqSb3#(y6hVOy~R=a-!l<588rW?0t%g#vTlp%*BkU_mucgozkoeP@pIWhg8mYAoXxOdbA*r#& zdl2%!eDKbb-yG78PWBk52n*i|rkdT1Atk>2&7JXn$3%RxEc-LI;mLRVBvtm30!bc( zD~ns)0{`p9QobLlxU}-Bx;Qio94R(;4NY4!)W;!}CYQW5jW}foWTpXB0QF`6;8EAm z#`3NU_uC`-Ch#QqwXf?c=xrqIr~_4yCU^< z2z#2kt(#)zkuMZ`NDiWglLoU$ns?hg$aFB4BUFh6S915|0Zr??nu^{I^Pdi^E5!e} zVL{x+O3tO+{#uAfTeDgPCK-m1U3i)GsLprIpPTfJ9Mu!;0~uS6t=0xW>rL z{2ysP9?1mN;hj2|6GLF7l&JX>#Z!xH0xKGiX;GJCUVQ|LkkR{S?TE!I+;IVy7uIXa zUBfBCg2`5e zbZu;#&{~Fy2P~~&F5$B?+!uAZ;yh03Z;}0JW7Q?ST~JdZsVeox3(3RI7$j!^kEzU2 zN2TSfI{C97o}-8LC$>tvWTlJO)`&Q}SsTTk)`&qlBc-I^@_|bmNq7nqgR&TEs4!kq zPv%qOIrcmrnLkyTOYG2NfBu;slf&Nna*KF~kfLrh2OvmB7tAe|{kwIn@+$Mp`zX6! z`&-o~Z;B{Fg$0fNF$TFcCrIj83ezf<6LMf4QUkmHGxGc+7f8g%pQQm5N?Fqm6`Q9& zLq~`P!1EDR=F9oksEK>-A8d$SA*6ttnNtcoS8r=NrpGTr^OmZOO2#jF&$i67Qsx(t zirPxHo&mh%0)6-CjWqoX`&o=lUE4NBU)QKse3}!f=8Ix8DT2GaU%6h{Q1L%nnwOU3 zUn*Rl_fYB|9QejOl5@;Z)iKI-$23Tt1}VwHoWfE|>}WZ3UbXC*;XfB5wI7W$9h?ai zsGo;I4PX5iI%IQgj*G;+RaCG1VRZ#L3n!S&&m9=k@_FA)vpBRJLWVO&x1JvK2FFX@ zO^Pp1Bm#iEAPM#u)M7lDjbn>9lqvSFKlO3eEOf33nQD?YvA=FRtC2 zuFD2Wq{k0Nhpgq-@}1>f^l4WV=ea)DHfZe{t5Y4z|MX-!F{j8k4V3wfJa{eOcAnKU zBaOleP@C|3^Yx@Fms{m#vI%@XH=t>XGK-gya1-IOQ2ryb%iHEN>Na=Yw7-iRgX{H( zrCVC{gtFA8q!QIAh|{=HHLIFe`uP0uWhwwbIgUh#q45I(dSTV4{h0ajZga7eo@2&& z`{f!bHC;nP2u6;2v3F_M$s2isX+v1vCe9vza5;+$ORU1=ixOIU!0$EFNnJB=pteop z3_2nBXL$hyMIodn?1Bb>M&FiFZPfagww@vPC10(Xz;ngx?U2LocfPNsuh#0d`$_=T z)-@PS@DKyd8%eASyOG7!>kp5u()Q7BY7?{GUf#F+kIH{M2};NA78P4meLQj6-Bomt zF7Olf)Y5%n@>gl9^15>FwwN{3;mIAcFmCf(R(0#}kxo}~N?=*ic=%n;;AA1|d^Y8@ zyb^3iBbxgK2DiOqh0eG2Y|m6q*N$0$=+B!b^@OjF97pKg2fPrM!ILv>CkOt}w*g|^ z1`w4`?nKc{Eb^?!b?eJI&7)kIPhr&;2j*P8v1$38JQ3Owl1hy!-8Jz;N3F@FJmN zWJP73YWGU!QAoyHJlpuUKUSM^%D^IPSJLi}_>H4r(RN22%r}lH?#HmO6&(%6i^}}H zw(##X%5l0zGX?vrH4frPRNlQDW5=)mbbcn|JvK{{SY=#(Z^Yk!95%2G-dzgw-{pbv z+F6Nme2Xg_^(-8Xo(bq0pFgN=0E)9bNp4~>*$K{trqL2r{b`FPKU_o;QWeVSguW`5 z=*epw5N7aYVs_-aM1dOTv(jU|#@1DL$J+ce*RN(^lV$FVulw^0eb6P{(7YQ&nVyC1 zcDd5Xn%p4vPfn3wjlJY5hCz820Tk(a-#|4;d`cT&TfQf=S8$^hAth>Co|js#jY@_pU-Lb9wJ%#%Kism#r^IJmW!J*a)id3 zTTwknSCR&2|Ci_jr+N2bHSU5F+jFbuFk<_F2{a*<8Z;=%Z&z`=Zd$j#Ee>^;Uonf_ zzg8nfk5YV;<0!?(6Hs(8-viMPySl2L71ot2hh_(a(~cgWT*Sj8DA{f*FjKLjN^G!e z3t=<#&+WdQ`@KdZ=d#XU5IHc}6~7E8Sb#=hv{XK|WZ(5_G2#NJSI5MRO%1r_k7g5x z^A5tFNh63q+_$rD93~(=ebw{BXVK zIBcl*`a9P7*#|OvC7}qXY~5+cPfc=E%{)EER`cT%aky416csemtpkRMjBT`#YF@Wp z-T5yEZEUHSW6r|!A~=9^4|rb6Cr{zr>HW(Pu)5;fm7Pq8a`j^Ta{R@Sf;03-UTWuk z9wb$JG-{(ku`+|Q^=hl0EZe$}!9VkJ@K7PCFkAh&qjpMEmuG2C;uaE^k2c)u;X@`R zL&dR$*!-P^Nw(G~OI4Be>DHO6-M{o|zjq+*+mcd$DB>E&*Z@`l=b>6YSO39go~$Pm zg|azOUA%{hr(#}jsO>K&1N(h>$QgY$>%=wAlg{3~c|DmO|K42Gj{07c&XT0#?T%g; z%;eGRelGakpmBxu8hwY#)OQ9dsJ_iE?^1v3pZejFR|O;BDU$OJ6*`Wb0ptvgs}CV8 zc&dAqE0Dv&Ho#TR^9PNMj_RXrei9KW<6_gsiO51;9m|x#qq}JDJXcp9x4Ua|=xC`T!{9G3w9gAYDNf~6cTd*LKK>`Yxy zjj8Ip*L^dqeBiB{Gf!mNN`kj2l2^*6$(^fi%czi7-V_h|6ZHC#SYl)NrbJJY`!O~K z-Y_R8+TfwjWvD}l?bGz6dYrY~2vAcRG)%u-JFR+H#=gH{VsT@_7p=5c_1ftxL@8aK z`!}2(mMy>@wH+C?l-SIQfq}(W_PvZ`I(f&vFOx2;?n1^bk(H5Gxky}nDF%<~(pTn+ zUW3v*dxOH|N}p#p6o>xk^p6(}iVmcz7#Pf;xKIw(4L(GK9Z&pT34G>9oOa>xF8<>O z(y@L4B=&gH@$JMPal&OP>N3zZ-@2okJcCo}6xPVdFqWk17JiSq6c-J%*F=Bb39WX^@t~j&4Hw5o`Z($ELn^Nd_>o%Q zEHaq4wqEuR#9`$PbZ0eqiC0bJPET_@9+y~>IQDE|3slWUOO5BHEq023pM9P+XWU?< z(S7qC=(`T^t`5)$TGcCv&W7<8#}`gk^qn_(p9Lqa*3@MpeGK$xA#5E@%Tb`UEG}@X z()1VfDAEZ%NLaymH-m7LXM?FCdW68;PiG@qyL-7-PlbD5>xzQV$BZpA!|k9Rjj_v& zd3-Y=sK9zOJ;d`xA8E3{hD*IXDNu*cnjI|wFu?9xj>)prJzGZOQm-g?Dt*G^xSd+Hz3kJvI!jZ3 zfQ2jTLvS5h=CSS7*apA8P(y8;vek?gjV}x-DR8|~D-}v=n_?q9LRWv;j4MC(M1!cFLo>a-|aV91Rey_6VLMVK+vx84B+F}CmuO1RGt^d@PD5`LZH*HFF-a4wG?l0)0|21+d@KbRaPi7wBP9VR zkqW9@_!h{`PD3!{ewB6;QFB!LcZlr*DJi%;xpR)eS~0x=C7<=buPh6%f71zlBvYu+ z#OYhH3zNombK63Kl=TUj$Flzt9%bj@k;TBptwP!={%P&uUco_z3} zL`D?YSQ!}F5&!wJeEefw7f=gx>RuJegCUcxWUBO4+xqc#(WY}j)MLyA%L=A06`Mbk zyzG)CC!&^98+JpgcaZ}LLrEl3H z)jK_GX%^yk$+9WSfyt|TqT-MoUPBiw{d$elV~TQe9SEE16rgoLSHx{)Zq4s)HQ^uh zISHp+TM-uW#Kyrrop+T$O8qsX(q4{L^0FUyqN0>yDR^X)*s!)l4de=M1I} zGyKa)aW3T3z*4HQzqx4fe}>zwzbM-ho?v>`nO2fcDsmA{>l~l!@0?H}!^J5zY-`cT zDPH;5P-PKJ?A3}|Q-TMw~ zu!cI^^08M2ZcMHzxng;!UY}gFPRsLOul;8)hGKpH!-@eZOSWZZuF_*sPLg4u$ep4% zxwE&?6CL=;-jtkY*X>`InO`O{sTASN~3 zamOi3a`48){Y4I9gy{2&#;nsAOXGJt9_aT`L)n`Z548ujGLpP$`z4W5jB$knA(TkX zFS+6mH-q;qLRMrXBP_a@g#+;n4f%eTD1QUmG7e28`a4$cFA6^H+l0*|+B%vudz42^ zuWF!Kk-c$kvoKOaRl4NVlgE}#DyiKj6+eC+70$M-{}O-uV6?0ny2tJ|%iy2l zgtS@&1C?u5pZ za|JcT!#9m<)L!tvFRH$))mMwl`GQ(owcnf{c^CQoCUztKm?}t7y@zbrxVzewsIjd; zxOxtj&MrLhBmx544ocnxiN=H)1-AL6L+N&A_s%pKxhG(^8%NjSMct4uF5^^j) zirVOM={nG2FKMLVOZSQ}h-$zPpjv7K+^X$0`Njf=h|IE3ls_ydOK>^b==5!Eb1nDC z5DHoJ$wq&|6UE7U>kxbSnJ2&P>s0Oy*EFs2L3|IJs$}ucowlf|UL=v588XaAgN9={ zA1L{airYWQkW?JELj_iaNa_7Ns%WX6?b>yoJH?5f!;#QM5Up#V&QE|E_1&Hyd5ULk8@?` zWdcG%xZJK~W&1KQSpx*Ir3)m69Iq|Eds{KF=1Y}w?0lXR4R0_Ay^>W>!GioYvs;qW zet-Y4orLvURi>AN_EG)1@|MsdnsA;abNV1h{e1COu9weM3u-EY@DWJV=eYulz&8t2 zgW3vtH^2D_oH6drmEG=#Xa)J;$ag}te`3;7?K^&ws%NAJ8y8peza7IBr7c;j|`)(ixeQs zNzrnUIu^26>tHRiTY3X+-qZ#12fgYn^FEnVyJm{3#y#Yint*kr_$Ignzx zu&vPL2v(A(y4ZakH#;Y*gikyE}hetLhiG@%?jab zWP=@jS|iGb0%cMi=z>-vx$!(FO$kC2Umz@SUtwbkqVmG;KnAjwb^dB~U*k1@)HeMy z?>#6$NUwuua_Qo&z#&;^ zf62bcY%s~_`4GayubpKdgdHE4iCrhoo<3I!*{I4k6UQI=kwv~^2Fv1a>DAEX1Mb%9 zz8mYqtxCuE?Oy)brLfr2m&o>gZ&knKwOIK96z(GhE&b0%b@q2V+#N@HaC3yXzjHd= zGM>l2VOyYylf5_h>wiZK6JK{XPoqz@Dz&}!_PW#A4jrC=T6f8&MuroQHM{NcM;jv3 zD(EiwsH%RDavRB2BTAhu^`v5P;O{e6Ia@m7la2~gzOp+EhQ<&co>px?qBi4PYogf$ zO1_J00Qzi~qsg&`R*$hr-(lc1B|(qeG0(PHereI@KKNs#M;&%G+TS=0R@jaXmnE+D zsYAkiEBYN3TV!01zmroVpPf~+<}WZVhljjL&*ial%Xlb5;Zm--&ojQ_?b~{#WxDS) zK)jp^V<@*LHIn_pQ;StfUJzNxJ?z5Ic9OW{>AY~B(ABAusz1!}IE6LJbCpxsq}h*9 zYWB*r_FWXu2ceQijfpU5n*;(g@GZTJ>QG)_)odF(Z4R@!-kJB2x#^^xIfZsuLA`vk z*TX|LLjWsxYHtGX_Ic-q=4Ln5qtUuPlT-`|SS`bmS*B$7t?&ZE;>WvBWH3_Nd0gtY ztXE7&_yi};&}w8ahMXW0b>>j=!da5TD(}pV^p!Mwlz`3=3{NZSxos8z!D(n3=jKCo z5_x86vONUD3sz}ZyY^Znb7exHC~LGR3A1m@E<`=t*9&5{taA>!x*5Wa z2Z_HuThlqlP$bH7y`j;$krWq-ma7eZ79?__lA95p8~;i)3eThtfS4Ce2T_yt&;w2ppEr9%3=lG-VBjd zPaPcrvuz{dk4wV3jn1thw&bg+HeWlQDB(f@>yx=ud?dma{=_jhKuvnL7b zbqd@qOh~$BK1%cnyUW}M`}WWd$U=7~fWDV!FM~C+eYx*8b6<~JGGnbQ^HapuBuAig zW&h&2F4@z71|GRFV2K178`zGu2gNf={e{Cl$*~&$=rb zfCw_b8f`{WkM-c*)aFD^KA(nQIoEWVm$t%4pSGz=4!;Sj7oW@>&dV-_Lt7E2%h44zy|8{2}7~A}1KmEaOgDF|Oa`&blAeN0`&-r0l3{&BlNc zxE0ybXwz>!IPN22DWKXjZ4c;1Dl-IA9TwaQsf#l;2xcViF88{up-*Q%v={0&kEGU~ z%J2ERj|hBK;}X}+@S<_6BClD1Jft*kxfCAknaEqG;9lz3y)@dwj(W!Z$HV@fyg3AQ zKY=;$?RMFE{Zem{{F-R@9*&Ru`Jj4Mu#hzoUty|f0^?Xy50x{CMkX-hB4a9d9wcO4 z>z=u(g#GNXdM;Mh+rG!KG9-Vk=sYANbS%{ZW5-gKqPPU5b!58Us@}*^+|0`N(yV@$ zb(woX7V{@T?M2czRiq?6f|$AtUnS~2A>$`5`sh~uIOZ&Q%`&lialF%s%%(-g&t|A? zW+!VULnR`eqdx51yi!1+B(50NU8aHoO~y1Yjtv?%3`uB8kZp8DjKtG88JrauQTP%E8Yze5##jzaV910?7~;! z>|)DhYCmSPuDE-pN{DuF!{M>u!x7}&YiX-i+f-pN!P_(@@dPyLYATl9tgUc`&3@QW zvpdF@EidC5Ss$>B75{|RdWjKN7U#S6IibBPKwJ>3 zQFJCU+M7pMOksS>U&NuKk(Qeoog@*3Q@I)OCc3XJ^^mV88cE>`KNY~E=Iz`qYS|YP z#fOV+1)u;^ngHOS7Uw0_It^L3ZX*7xace1VgLA$=lb-EEA}ooxvJKuGU#t6JxB~rS zOH+E4czo=7BJu|&wrVO=MGg3)mgu+ zr{v?t-Z6tv64WyFEj7`#fCLNAh>*hlpER2=p=?Uk!Xtpnw6-S8YS9&!bYzRdV55U| zexKonYqY-#TX)r5*=r>!S8a_)-!Kkq_FaO`6v`{w4S_5ZS$90W%JLTK$mwGK`zQvI z7bl5zN-*96JG*hV`EHDR>!XWsjC6u}%qZFibf1)s+DlX1?=TrcRnxn#La9Y1DUl?&HF}E zRGqU&i_#V}Ffk$3kq06ax^_OC4cR_9vHhjpv!hY|BkyeI->Jeh1fYlV2&BN52n%^{ z^Y5d%UMXY8cAUanWzC{Y@0jM$Quy1&VR?>tB8e}$)rE@JX5A43>dDpGp?T0?SsddJ zLyq(B_p?S+p1-*2sJgc-zHN^rfmLQMW|{PNKESLO#N(&4%=$dSe*T#{riED1HtSLB zS$HZb7Y)=(9n~;~Z{!~;SB3zs1!P?W@5&Y!N@7@vIZ%VO$HLe%!dVtnB(BlXZon&_oTd(yg?~nI;+87m?T-l(qzge z!W~*RA7m|Z>c~b^a=?FtVI!%_yAkNKwUw-^l9EANF+J=)+!nZxi1l=H=TGbr`gQPOkU@0_vzh1}?ch=OuURChTIrLne zTqQRMuIeA(Nx4m^Oh^h707dLk<~{rC56w==$aTUHwx#e!+#=mnj`NCjc2eM34BoNo zH5pZyE$aLS@m8%sgr)Z^*CnCdFkay&4LY{t|9sO1PVHD{J&D8Us z#5?KO|1JB9-HnzOB7DRW+2Pmp{Y!1I{bscJAV#J#|KNkAtVGCMKXCJ24KwMOZ^G8H zy)rGhjTJ^pyFqfxb^GT>ent6S$$nVOBYh|=g4(05dTvC!Im`FeM((YA@!)?Y^7oKo zbIQKN7paE0K1}ae2F1b@w>Aok-iqQ4AfF_)r=k8TG@3{grqmdbJm#89O|`x`)bZ?H zw!OJ2RKh=$EkFO*QwWq1;JW+t;E+gLijP2xhDCR1wk zqJpt_CmuTYtXL`D{Lt|)xvJz+hs8us!unLGy+HJ|WY;_}8H6=**z9wSzWR2ngH_IW zc7Wl4RaB*wRs4rX7B^PDdU_m^g=6>MVRzyrGo|MxTGFon@ixcR`&vut8@{04@zlk+ zC9>Sj$C+BH3S7HSm_&+yYn3MXaj=Uvx00k@tu|s>MeewG$gt@4lJgy=SWXLsRCA0) zRgiIxnr0;l7;UJ)7_ubE_bCqZQL57awF{U`lBRPs2sw3gaD0B_{wFIziDxKRYN{#< zvtb#Z>xM}!>vk@dYG@keq3GM~{+>`VEoR4nsKlkWJGEU3BC~DU?VK%mj&ZY=^IyB^ zv(T;fflLbzbCDbXQjkCY*;4i`PIGFOAgYK<_g4K+z_aV!KBYLviNLpp{xyQP`C*^9 zvFF8~WY@8bKkuTHO*ER(7uqovypmmE&s0j1RQ<1xxYSvAme4RLr7sfQNt^TS=V{De z{7$2>M#6qBgbR`nx`j18n`N7$tApiJNTl)@eRs zXMS(7Wd@?erp8k35q~acem&%G{rrse(1!#MwQGwG_UdrVyXx+eho8AsY3G1t6;npL z#-p9VRUbp!C1niRck!o5Ofdvlir8*v?J`R!d*x{y;Gn>E`CB64Zt!cuU{m3$>43o2|Dick- zt_IWXP)2jM`)ibC^E6vxzIMKBN_-hyDphCUW7|fI@ZaR86{g~uOPyy<(O1vVoZ7Os z_75jAp%&1fxAdeZpSQo1*ikM<4hJaF?!PY?<>`s+O*vsBbyHA1c0+${+m(?@lzeIR zi~I&~+3itRM6x{ldUw?lYf70`M#|?#+v-X*AI*VUh-jyq?2`&ZSFPAezXu9w`3XiE}t+r

y905>12v zvHP1>%&O3wo`7&n6C5|>F$mzAT8Z2As}5!_kwhHcbC8}x%7MS_x`o}x%Zs8GjnF1XD*zb zQ!V_R0qiRm6-u(uk|}wRoxMtGv^=!WKPqOoh6ZtWo-o1w-NkoRv3*KJ)5Ld8`pbSK z{CC~W;232lQIf9Ex2IIb4a{W>lQbgMR+LDp8WG-&rnhW14}h{gyO|^rebWPTfVYeM zIfm$U#$~@nEBvPNA|5prA;G2<{g;XV^`4T-xs+n%LX2a7ZP=5Z+rQ>jCH}+kt<>Z? zvqm7z{!4`30@^9Nt8EP9p&4=Jfn6cN>-DhSjUCiPqL&rE79vW1ZtfAt>gffZnx7jw zHr$I;IEC}Ixd3B9HZt|g_u5DplHa8|4)4?%dc4^X`$@zJ6TI78!cPBHu1qKF&vLv- z&~u^ci_Is;DFpwA_%zy^@xBs6Z_rt1WpLa>B*NtfB|USoJ!c>=cI|QWh1NX@g8r35 zbzu>Eq~*Wwj$<1pYnvmR75PVa-A`DNb=J1n#`XNTgyjIXcP<_S=+V^7qZEz2i78v0UH&uDUf zH0to3d$7B8mwi%q4q+8|dK#$Y`g`=?1^eo{M_=Y~D)H`-B(cNuyAf|VDv@nluA5AJ z6%sM;OszejU0sCGZeXnyeIG8CpyET+AiT)>Y^EDGD=5}G=rh0mTjXQ|8l6w#CrY9V z6Oz^({U>J=SFF(|^1#2)g~dtMKZ~Tkg*~M~sV21L0KZ zDfj6T+V#yF6lTDw%~JRq1`!=S;q-AOZ{9S)>&ZhviU>a4QWG{vU#GR|y7_W!;RwKx z=QBgR88MC6_O6574{ZMTOKGZZ2X-Hi*}_l%hkP!h!f{`#y`hlwQ*FL&YYoqQ@f0t)EYgsS##&YzMpphZW z*Z?wcl+>!NKewd*#6?}sHC)QG$|r2qiRwG9ln+8McIsQdpY>;s3t`DbH1|9+d-mwV zA4#h4v!O;p7BqRdS^1dy$Gem7EBYlN59!6C@Fq1lLu?ma!@lO^wy{k{$lS65LqW^) zs>X>khaT><_`tEdWmvhT|41A)esCzR8NdMOJma=|lG!EyHE%SH&gX#0an?LY@2Z3rheHMA|}NEnHM4O0jFu{&2pK$RUxkh z=dKjfP786}H}BI^tf8*ZIF76Uq&rwx*tg!<> zAt~%V5}yIrz1oA#Z8D5u!u~IFkz>O27>L26Cy~Ey2HUEOB`=T&yV+qJtaH1y#4T-_ zez#dODd$%jlyY}{`qkM28=6~j5WiW5)x+mR#8u68(6E9pj75aUWI5YZk+bQHt4!!pE^$NqpAC|-d2N(1pCQ%yV&VQQ zp*C~gxkzMH~@lbwI?NbHHE&eA$)0qcMfZ(F%(Qh6C zx2^0biK+~Ok!zX&U3oH3%1tjyqb>9>$3pHSB*tW|hzmsK4Z4nydFOF>N^N>_Kb8wV z>iKXl?60iDIfZR_1ZRtac=qDzcRvjtz{n$)uEW*m^7HR+*VpaiE-`a&K4}(6`@}T0`AVV8Xtt3_E0b^?xI-!K1sA0zqi9>S2k7-DWO``xY~5gxsIJgMiCX>!4s552a5v%>y;^8kCppq$ zX`owD&o00X-=xgdAMs+5*as@ z%<*dL7lb_nb=FHZ3Rmij{**o*ty_7~uH_DY4Y|*kt3H0=CNqea+k~Bp%ddL;xN#jG z6qH*|6YAz70(eea-F;?KKR(f!a9;&CD>O9n#nHQ{=wY@0nkOQ-Ey2<(&X*9WJ2HsZ zIkV**(W(wH8*%dC8z7eYB$*}bmjvsy67)~|Jl5=b8ae$ug!9E%a{)c>X*%oCP9&E0 zZJHs$PPkvA=AShQWrXtg*5fq+F}TG52O^u)`jDuk3=o1jBwG$!!lk`2_*GsHr(zL1 zRVSYh#IiXlSGnwE~vNp56*US0CZpTo#I-Z7rx z&9Y1(&|dyB&TAPX%whA(Y9DK>(&;aQvNKgP1iM;W1QNEOLr|(MIhLJ|V|>V?E!;;b zXOXF(18g~q=P36l%}G9GS0b}iOTk^jr&p!^T}P~3q@yvRmoc>=!>SN${2um&Mn{D% z&HVK1^q^6n6>?w%b)`yY3Ok>pM#~p#lA+?8It>NFv5XCzIpZD-ABpKb`Ye*S=&ZQ} zZ6q81x~D&_>ZNN_ki-BX-1@f-xAJoq`cG%o8~}86b!M9BUb%j9Alxs8KY1&si_1d% zChWM3yf%i;nBU2y8qH1p^80lu|9*&ENy@DCU@Dq$l2QVFKUFHF%kL8 zNjvzqjwJ#3tm^`sr_XLC34tU4a*SsWzk{fjBXj)fc~V;ihPGBe*rgs-X8 z_Dfsm7IozY-q-$(lk4wj!7TQ|;v11v&;Z&mRwws4&0;s3cXs{y!^P=@*MA@17iBPt2){Bddy#;`lL!Ac73a~)$c zC%JqyD^fXMPM&SSS|xga6+zD}96fX&_QH=p@{+-~oy;hSlFc+#uG3F)htN#XL1z9X+$;7(~1W1i3864fgP(;z|J4RG9jU=AAzPLqOFyX6bnTGWNQOYyzgW9BfAx} zYD`h2y4wk*H$R5&pZmqOFX7Lx_mC}BoNrc1vUw4SA7Pvut1eFocVqiBZd7W>NA$IS z7OIqEpq=4{lq50AwFs0SG59M{8r-taB_RgK3PI9Ye(29i_ z-0XPAbt^E`qD6Y%%Nor7R|F5J4d>l!chJ$c*3MBs7j>x21fTV{dLxXg~8RRA{`-a`!3|-3lw@i1DDqFDt6r@JlfP1jCG`4T9;N z*ez(sBLAN6Pb;a6O_E?SW+mAMaq6U_vLaQ<3N8M{xh!Q!Dd6pX$=fq&&1SbioiZV} zn(&J>c0{D+IaV1!Ypi1%Y|SUqe=y71k(I zjIDb+ioNqUwU`zsz^evj$ZsINrmF%?F{I&L$rViyr-=A=f7Ojy5JR4%@5_wvMfzKh~socl7<-y&;VLOvwbK8F_nuDlR_XW-CjyZj_RviKLF2 zg)8YezMZ$f%mwl%4bEe@=dqU#HBM z7w!9rm;;vojD7-b+egHT_4HkB6MVv;x@DXApil?9(-A0q(bH7bxf&*OhFNFE{$6JY zbyDS<%1Cv0P^fFiQf$#{vau=~5?qB^Vl$c$^N5Ry#RMbVJkRnE^CNaazhxNIg^3GO zyS+{$YO2?o)41DAye2OYT}@&Q+}gSvncr`&T(tC!4!Vnw$1*W{@f9bKR^AXf!>sq|;bidrT zN7kZu9;6j`K&Y<~nRvsbmfF3K6N%DT60>Y@c+IfXWg1s}$uksO!@2YuJ#Q#i9b zf8}oFpKM~+uVaz%CDH%%-YQ^Ht3-4u{)dr=G7-TJNz`q8GYNh0P{G5y?e9$*`tQNN ztP73&d=X7BTEOXSAQ?}?FXZ*wK16eAvK?75vDVDG>%cX_?_HmdZQ16et7wo`oVnVb zB5h+N;Ag@`#(cQVM_?!yuxlF;x-lAc-(#??m*3U7R1q%t?c4le!IW4QxM{H}wTTOF zQEN+kQ3i?BxMi*c&eW_)@Z=aCZ0{Jojl6_|4({NhwRzJuy?3D9A)%qV^I9jY%Td_UA%FI7b?@O851ZMl5w)bk!^+LO#Q;G?_qR=VK0N9?<|pC6{x<(2C{I&wBO z=*=`Ey`SQ9anJ9zEofq!;)a+@0Ly+be=wg4?byknsa0Mkl!5* zzW)UaN|$ID>aJ3s*j3#0H~4LTop)!QcUMxLW0{eM%VqY$5&E$c3uiatM==FdY`J#c zwCqYEv)mKf@O?+pVO%-tIOj={nPvzFU&O0X2b#Vk=MqPfBVbATi+R^gal=161MxfPkluV}+z@+Jz}IywQ?7T>CvYeq0jz*wp-j zZ%U1pn5R{A@=>gF+6S>J#S+&a4PdhzZXOGQvKfnRqt(NjPRB#Lv3eKm;dYF-i{0pU zbNdN%U<2?mA(W}O6tfqcK(|WMjW%&vfQeI@8C1(Hmw<;r#5pj~ikB{>HhFOhxRBuT z9i>4EZbF4vBwivxPSrN;{S+%{?FJiFfXB6(}k;9XLBPdA*W$2>aXJKk?* zKetKKH+>v1HDKu}J-PXekz1vels8^-W6>v(&f)|HHVQskvNCBLet5f)Y204)#b)bX z?G%|hn{fmV{T5y%9lgiAy~528!1SO@qj;?;uYOJZcgh<-Vq%!7w^USZqF^zZA$`GA zr7?y{tam$< zB|GW&mYD;Yb#i-daS&^H+NI&GaV1k!@^iWS$>-X0X%7j-XOCx;UCunm4HM_y#`o4DhxvI_duMeu74#oFNLK2)!4Cvi#R z{LK^hn!2+%?&TU9*=4Q!)$Jj@U>+yYq*^hmNV|Q}FR5QGQs7?5x@b&0%WtYyK5Y>yBZk98 zm*9O*kJ>Luj+*0|#SMD&{fPKR`Xi5T@u>1l2>p$&2Aqk%#s}K*mlWQU&7Z?78ybQJ zgYxgt*(Uh(9%8CgH#8-(CZ7Y1dc+-7BmZq+9w3Fn&?m&(8P#?$V9zys%WH$S1JK8; zui6WUiZ~?PQyClM^G%DB8Df9`d>$E1Ef)=?`&NN;MX?RG({HL^TK|X!Zm!oE1tAFg$lC zOi$+bm!`ocIP2QB?en78`5X`{CX0E|Y-GV{D@-NlQ}m=lyb`fnO*iepPanyn-@Ri` zX57qSZmrkvFl#EKcCEPOUj4&Ut=6)yI~4KKB~BHaRahzXU1~!P)xPfUeX>$WV9hG~ z@$&tyjIi%@Y$982^F9_p;Zc*4{iSQ~E~yh;6NP!`>5t(lEPGbNfO>y4z6b8x4d4L| zy}M->of!F&Im<2*1C?=}4b3C4nBYgrB`-gJHNWmF(PmrTCP zJcqB&qLOF6tjO#mi*X6e+IThUyFvWMH$8Vb?L2Md9n=A6g{4HJ-l^||4JvCIE41e1 zu?$Crgr7;H92>zfsuI?+0*_XFSHm(V;N8Y2!vbq` zU7&OH4UaqIBP4B2OmpJHm>fSmweoO}Rk0w85p-+=zP`2dyA?&c%@#j}_TsraTMDaPA6NZuhf z1nt$h+6(}XAR7|jUBmR%dul&9smB2!0z=S>a-}w%kzc48yBC!Q;zVN zVhUrCX&9pQ`p{-_#HO>=n|GnAV?A?8uA{=0+#I<5gtNJox%5-c#!B#E^+(knCU&8o zinKE|<%W3$mL>ivjvua<1B<|Gq7Uu#{%{Fh@YgfN%PoHZ1B(eUaba&NRFQmX-kY70 zohZqUBHzf5#&8eytMeY~$)_*kP@89nqeh4+PvJk#+PUUcuoJ6z-q=S3D)oGHHd%#S zP(B0J%oUuKe4er1`JDO_r-^jzuE;N!?3m{mZty2#cmqN<6mM#pi_07DE zD)~#|a&z%?AuA>7;&Ah&FctnCX?FudPm5pa>g%Ux$8;Nk*ZEAM4>dM9&{*L9ddKj7 zK=fAh;c7Cvbtk=71Hud55F zYTn+&4 z3>s#yw0{0#MJ5`1L6wO_|1spPkOSqrq5QgD>W>=c?GUfMlrCRFRsjWP`Q0@jr1}>+ zE@q*Kq_~iL2)QM99x>}yt5Bx5r)@!vo12+JyT}T-^QiNgH7SKKaM-nfH5mxt}R8gHT}mxawDRmj7dkzlxtqI=h_p0hzJz9 z_NiG^2(2(oz1S!1f7x+QQK8BLWx^jtiUnFjDGP-6dP@X*+xE8&;_npbq=5hCuFK^| zgCx%mTZVqrxSBdDzFn-_+IDnMeJS>Fch<239zYy9_~gSUGZzjY`4=y1+rDm&)5ARmVWtMk78N^SajBi1l$QIk0mbIVbHX zi-gQ3i2QmsYVAb+DTEt4ZR8_y(6^-E4X$E)z${M&>^9BYYBi}l0pFSQC4)U7=eIA> z)V>IfDieJDiL^Pjs`d!kfOU$|+J>u=nozB>XJ3TIx7d@;Cf$Z}4eQ#Bp=w92kU8oB z!+0hI{UCEcDA2^y^%I{pH*l_sD-e|NHTl1gT6cFRq@J#?4gRtC_!Rs`M1w74yxXIb zlz-y+H#b#&WLZimzUW~}j0}1Hg3(>C7E|K4z~;}y5)4fR@}S^Z+mspsMYOHA!?TN@ zG3B3)YQ=I7@qIWVdBK$0MY{bq>KPW4Gv#{|^Jl!T(?%iAYNxb>Ye>gHQ(EE%PW-}O z&5*|Ak$mS-h(yg3)mSYehka|^->rS);@xk9;2E+@j<<=cA6Gka0@>ak)22X#eNxAY?SGDNYmhLswa+GoW)rKnP zO)eXzoEPIZMX83#nP-sHT2k(;;*;BG=+!1{>DlXu#iub&XF3Qkwd<^_1RCs7?G%ht z?6j`>?df3jQ8(yLe_t*1w(39Jo|<4lNRlwg%UQc=mG1{XYpGoZ`gEcORUN+)zZjTl zo7l^iQYeX4KG$%x(z#}l_f0vR_Wff%NF*L%SA-tKPuZ+gyU|?ZfVZ06f!V_&i|4BH z=YF!TQiDalz%q{#55Bh<&n9^#m1{CQU5(`B^zC#`@&|#!cyrgPhw^SDvPj>%6k9ij z`jRZ&Nk`;Fos~D;K=o$TYGi<_`X!Ym#b0w))rHyvHInQ+dpn(RBf1u{-Ul@nM=|Dp z`cTonvAOm8K4U-+c<}JtO8UbVV1Z<9Pu#!eviYx%;<$PuSa!-kwjy zcu!WeMZDlvU^ZaXDhNO~pKny=ZHM4U#UMuJUnUFJl{kr10@MdwpC;tTgWkX13Z>Sm zZi9awT$;yrE#uUiPN6q$T$wVcftYa}X-7vl_7g57HyfEK==ERFNqimhH+vquw{Vbb zj%&F;`PEeE@`dZQP1f4yPu66$S!!!&daUAI^Ou$qC~ZYNqqbSG61}r}Q{F!h^q1zs z$D*g{HHFO!Qvgft`ZTX8HQD?>L}B4I%f_qaE?Sy50B`K5X@mJ4Y=v>dmnC8EQ+zIuvIth@jehEIhA6i$E54exw`%o%(o z_vC3T&ecEN){VU|>kF?kpzGv`Z|-$8niJ9dDN*{MGW$dp?n;@}0h{beOQ= zx2zx4Ch*A8Y*EuclO<}m2^x-{nR5|74c>qd@O2lV)ADKg&Y~^9C(;tQx*CgXPNN<~ zst!g83aEb*S;i`{nSH22Snjg8_%U8-f#KObif^c~ihzUx~| zl07*gPF@Fep(Bmo!yyUF4HmoRp4~VOC%gN_7Sj_#Nb~`*5t6w?WiZo& z?RqT*tZWhpYxujT>Pk5lCiDTG{J``ud17Ils=ImofSp(q1gta4>%Gw+s{H&X&y*8*paO22vY|iW>2g=t~#X++J1G-ya>{Z-GPaRz|ywIc^}oQhcqAIR%N`+}0DP z?!9OGux{-QFSx>$&kCE|W(V$(@ArWnrMWSYNba45g($Nis>R-Iw`yQ9m`*m~`aR7= zHWzibag>k|o}u}K@h_?EpMKj~PKx39tqj$YiO(`y7!(otuh8;}{SPG^+lYhms@@i&{qh=YjD=i=pOH?0V=5NZ=WywBlZg9M~KySztyb+=}dJ}>vJ6J3q?QgV>BKTF?*4rM$G z$|Vx3Pz)#bQ7%jp+VK|5*j=LJ(U@q1qGKU)eweIvSDi~Z{BZXkBoxXwL`L;dj-f0p z+?k4aR58jV&u$R{fGx@~SkuJJpnP3V3<(eoVY?28(V)QRJnQ8VK=Wz@5}_H~>Lef3 zCCA$J(z9#@-H-sYV~~z#85F}FUbg-F&J2~_t8PWddTqIe{x%;+=H;4Ib6s!P@?i+w zFN#BI{?!O-{3b=VzkFTbT(yV!w3k~Fj(_-2Vs%}Cb1!8Im_+v4c_5;f`0@S_k`r6` zMF2ZSB-X1y*rPYYqY+m*{Hu_48roI{&@d8>K2tqs*FVH4%R-Z!Et253E|s7%gVKGJ z6@s*pbc-|47AT|N&FSrxGn#K{yzUb(0GuR zxTfH^PK-k5L9u5S{uEHfv6cE^+{&PMoAXJ)yfJ$5gX5|_Mr72$w~S^+@Z#4h*V04c zE`LJ;UFM~q>`?G-_y-|Ox{-+W&J_au11rt3En5CncW>V}bTRwX{O|}Q>?-XE;z!Xi z$~4`^9+x)F8%x6MBVX@zfE|OvNS3Y0@bv7@3W0W&Oq65UGA5Ma7eVgm3IXbUK115D z?Q+Q_cr#5`X@zd(QR`O)8_W6383gox%D)KHWIEWxpF$aGyNOG^)xf)}tcK-zZtz&* z`+WYq=J<8N>`@5;%2u-$_ajhnaQ;%uRWBx>%95CUFeC*SARu2(xo4n9arl5TOgvru zpb5MUWe}-owSN@rLUf1)C{rLHIfXtD`+%pd^SOz6J{8^IkluHteM@YQW~tT4pMJRj zk22vyQHn&)Hz?Q$f-*LW6inZ6VIiz4Mr03LA08i6*vGqb)1-8plLGy8c53(V;~1EZ z#~Y^QY@N?SK*TbfyN56N(h(8sb)q9#qVb1OsJszCVS_RBYJ(g|8rtG_YPT@ChirDT z<5^Y5H&h$a()-23*lMQ~ALs;N5#p+*YMk-SGK#l!+39-uVj~hxtHgbb)fu!a7@pDG zAyKN^3gDG6%Gr10!p7j#RUV)K{To}{Q>ZlE$jaekN}j6o1pa9iz3a5cV=Zf)Zuw5{ z7i&Yu*)Vb%0;UQQg*8{-+M~_!ubRTt(vOT14CL(dVrwbMFr zSmW!h%ZGf#B5ROUoLvKg74)xA8Lx+r--NArtdQ=*xfn@b1TXwWdSJ=G^hP{8-S>^9 zKq#o3ZN*IP+Q&V85Ie!$U#49__mBQ170?+0tbTxUKcKnT2OJ}}NsV?C9Z*i7-iy73 zVdW0aNx<8oF|d_x zr_GN;1LQUHpSiS1W8Gqgwfe-1pHW|dPQK6Z5}5&;Lo0|8Fty&#)QZB{0a`Wd{O?@~ zC++reIhIDyPd=-VuK|WlW!|k|6e)+aelV*BT@Sogj=ponK6nbeZmWq!mgVb01>Kwt zy15Jof#ywH+yEXJwSuh5Wqj=YF%vt~kAe(44UXLEARNsCTas=6IgU0xL zkzA&wx}{cb$07!@tzRnLV)jY>@{aeRM-xHH3aus^xP7$oXW@(~)ckKJG^Q{&J(#&g z2DHnGaT>-vzBGfuMyDOCa}8<~AzngZ;X2IM7q&thO}-3yjE}UtTHq??X)9V|k|P~_ z7_tuL4N-k{Gq}`H>1Ua$w#x*lKDaPSUD*;4!{HIgzoTBI-AI8#KR79V6VnGkBVv6h zO%1_e_zq#KiGV7IHR9TenXUoGi@;$kV5 zJ=sCbgUWChHXpe?=IjZ2BZzb`iLbBi?J-E9AlB2hCtD5Q%tB#&=ptTL#*N+Qf9&J3 zU2QHD;Qs7L)Vwppd-E*px73VG&S#K1P}@!wvpUy@e$YWwg3I7yv*VRXHhQ;S%wR&L zqi~XmA6>UguQPc1=*~^FQ4b&%49A@AaVO_wVo)dhT2LpbG?D$w(*d~G8eiDKDVfT9#NxO8`EZFmQl9@n**r7`gqj@ZqN~n-sq$CRt?a^-3glK~ z=huWX2j|RSu=X)w)_B7~VsT2rH2jx;Lgk-^4|03_DtY#psjyoyQIiKgXx$%OSpz=9$92SA z{TE4_8|a9~`fc?sSU6+dDg=-)++-gf$Qght0HOZuamSsK#MnG$xqq$QAL*3imu~n8 zxGMGmN(sl1bx@sR&%W`NKtqJYIQNi7V;x9G(uy1~+A9qkm$;10PVvD58zooLl`DvS3D??f@e+ufm;VHCn`$P8fga5SL;JK1;YUNy^O&REA z@CDf{0@?Ac@-^(sHT``M@`IDn@i`qhGmOYh+j9x(1j;aC^@&Z_=!A&J+s8dWc@&F& z6zF>C17;hnVmyKRJWppHb-^qC>@p;Ao`Yy3ZnpD>@DP4~TBC<7{d) zMRuC}!{fWyhYx`kY3^qdj_Z8r?CyyfqOu?N|T9|1+>ceA6a1PA((<<3{t* zU3o3>o4SlJn!}ow(C0aFlGR@RL)e6JnHCoifc~-8)y@b3k36Tl7RJ`=?WBRD zX!~33cf?n8rlAFN#UcQRT-2}iXiZspKu&~1HgUiLX9YbldUWO;kHkMJ30+}f^nLwE z9nvWO#(Zna<`(jO1i1K^f#MQ{H3^W71C%;@BUV8iD;kM$n|!1+X+@e98L%KgPqxn! z8T?me6McZ34^)5{b<%fy3Hk)gKfgXTREC)(uy_v}&NHL+evH(B1`jLQ%71Gw74<*g zOML^M-^m`AFXCvd&vo&~9v^;^qWE!~~EAc*hH1b78-+J=#n2gNz7)fD`&w6FAHw7S17fgto^O>FsgLt1$hgAwC^1zFa>|oGf+?NvXN_llzsUO3F^~FwOJ4TkUYS{i zKK%Ps*6h4`t98pql${@>yQi zl35*DuU9pm^YGsR6g}C}@Iv=WQ9}0HNu?4qHZsmPj(Y~vJ|34530kJJIqYKq<_($; zx~_{ziv*d+{IO!5gNAbcLO-FEt1E7DqXO4d(*%~!rLYZOXpEry8O@-yna)iQoI1Q* z^~igk&M3!;z>?TDI?bYS=6cZ;rM1R_##=RNxgU$~ug`)~l8@{lQkOyUVMeWXcUzHM zVM{OTZ&~i+%F4NCs?(L6J8hK!`!j^(QJ-+yfS=V6tX9OhV6w9OZ*aR;>S>=*v1!M6 zkYhH7aD95Q(V?kQ0j{dd@{~5=4$FC)>2lw5n&j^`%XWEG%o6W=8F@>6hZ>^V1l6(6 zt@GS>By)CZf|ZDtY{C=E+nQjoq7Djen!FduH=h-><8snn@=@(=ofj;D`%=ygO_{td zc*1rirrV49f!P=32@=r;;s&4ga$w8bJoElD>wo1|sO_W3j0+H4%x{MJLZP_==XR>_ zWmAQ9P49{8sFa$*0+K?O`|9aROJiCZcDy{RBopN$$-#)TuOFF=V<#F_dfnn6E$t(T)nXjJu0)z#Rd|=B9RyIue$ojuwC#){It)1> zb;JB>FR;2*@TLT}mDq4$%?Rx8%QB|-?Ujnyf2vp6&sYR~)$gVf$0r&naQ3UL={tXS zt`?OS(ns#RW#j0PP|qiG{D4Aa2baH#5mqS^wwo;z_croam>(EwaXMqCNU({pW|D}&pr z@8p3IZL?**bm%gxPSJIiy5erhiDzo*V$+~_=+v&LD!NLOAuI)TnVQs!T~%_MoXMCc zlh>SGPf_E{lrDskY(% zHAi^I7i&{;jM6Zx@m=K`g=~|RcLSD}PlCfhagUp2(O%}uWPQ=vm!SepRn&2~1!8x- zD)GI(l^$b$>mj1mSw$#2Pmj~WRQddlt3>Wfr{aeog^Y|{{6RAtNoDaBrZ>-*(fQQw zv;|_$Q-R@(f?}BjiU2AQ$oM%@}@8e9lzP9VBJ| zDOq>e6OEY%Dfv!W;68C=I9Ku^2Pe<2N87_FVjGB*Ixu5q2&gMI;>H6o2aI9tWm7EQ1B=k_9hC^QmA^Nvx!+}y4j=&|*UC8q+ieBAf%vRpu{Mj6p_xx#n89Rg7r)CE{S>~K2U@#^1B z>D!VQM+@l>Tc-B~&&s2Jz}@W$ocTssVaUv98h&3DO5u1N6e)gLiA5mAOctJCg_SNH zY$wMoD;7#LZcwc={Y~bVI&ZUz-fwGfT=INNPMxppjD{69-DK8N9&#U&-IJbBKe0$o zOM3DOh{Dfy#H>WCK`ebxhUMM0v82=UA)%i6jjD|eG37F|t>fUeo** z{7mw5sD|>p+4e${YGf0MdQ=bl%I{+$_}{0_0rw!zBZ78Qveo|x&mC#aZSII!NSKIT z%}1Je;nw#?grbZ?^`3RjBs*PB)ZcvjeU7(*>l))_Td9F)o!ku;j!=2eC&9%?&K6L| z=^o6!vgS@&B)&zdH{aqjJqWLI`mJdCiimmCv+Ja6BX3oJ#@VjkYj~x z;zL6Z_lsAxTdlAUfGI6;9?zdv2s}2v_c>YLpV%OBDnxRr8h(VentR3Er$4EhBncr% zUJB@eZj`AI4D&WP#BA3m8Ps(!$Xg%b*6aCsNzX->`{OYiOeMRgJfQ)cc)e<$X5gl7 z=t>Y%cEK9NFT(5-g}Kk)4{YOgXXLc>8im^RCwmh6!1Bge8c)aa*4;Tg=*Z3EOEv=s zY~vM>a73sYaWn0;{@%J5sZ)7uE=f<%t> zyYi~^FF3AgyUwM3-f{w#u&PQzcUyyVOs^=@H&1)JNQy(TizFVXH}~)SgGw80!Sh_s z=Yq#DXSBzfo{!J&jcx`HOMR31Jjcds&6!TI^eZf>3_~`%1SMcVeW9!+v4A(l=i|a> z7T*zzP0B$gGxf7y%EtU!XlF-68gHXz;vqG*f(|;1{B)lE>V`hR@7YUiw)OE}7Ydyf zc+e&;?El;_!=~%LAgBk9tRmjr=J0##Sp>Jt+6>2;c{@z^!!l~S-l^O8HYTTX_C@cF$wmhcw1^fPmXl`nwMir@ z)XIs!ks0QAtJwQ;$47f|jA&wXZO_fEh>L2-^h`XJS&%Tywg=V(yR>ckIiS4)Zx9mw zS>MF*>>b;>(wv*rK*oBvw8OHpPjaZ;%DTHmOI-&i&oggH;6W%(p(EZRj``X!W$t^+ zfDy)$j>DA^6btXok6bE#@}{5YGh#FjTDAA$$Ze-Ov<>E5p+r;pOXnwYdELdZuOs?O zDmnrW6J}IRa2(R{<1eh3J02_jJ>*DLu;GF`yf+gLbMNk7(eS5AH{AXb{37I%a=BvD z@^jNVsN@F|1kkAw3^9GN#cGR?E3pXl6dFnvDf(J)rS+q>^l5h2JJZS$r`vpo*&G$p z{B=^v{-Nx>J~oTV&K*^W)S`ZNBIbq6EW!^qdl+9v{5lgNB|oLDp)7bh>S5g#cc46F zvXSy0s|v5%;TJvJ8ds`a&%v7^f--XwUDA0}P~UbRhXcV4kaKqDj*0R$Y9aY8_Uiz| zbJer-gh>6E^*_hrE+b$gn$fk+XDgHVwSq{JE4Pf;KAJoonwewYh?y0CNEx;K{m-aG z-~V_!_iu_g((v{B{K}b=2yC_g17bj(zcij{SBf0dl>-;SI_`qb)!PCWIms`2VZzH4 zEpXYz&P1p$V#i@)f0!0&$C(A~AG}w!FgVjO<^nF;Xqa#(D$y`$XJa;7N%xdW=rcz@ zjT_ERx!k3r$9RNQ)MOd}5>b!w4{R}hcMRdT(T@z@?gA|W>hA@VWZ?+g-GTnHVm4(( zXY)H{SX`dMBJC8vI(X#HjxP~BeXS-1wqu$_#$DOu2*lkSf8B4TDOCDHu;M{a^ag3NU9x+AE^o=8j;(>q3X7vB}btbu% zCOLMV`zm||lJ(8BAfN!vR9Zrypa#f+BtYvIKl0G-eVLvb1mHn8w`;$(Yz`0O4zW8& z!O~0aBafZ**eWL|@=NjOkRPx$l4Io8xbMwa=%G&{U!F$iKWpYqJd+p4*}nVgcS~*% ze9eB5`9m;Pu3&R=ggAc=W&n?tKfC*xv7PMZsU?5al&;xzgIgaXdpW?rBzIOZi4Ulx zSipO)?h3~qtr2qD4tM0FUD$)-FdzJ_F*%g>tIMr(d*p2@d;Tm3Lx+D=d{Eimp4c7j z?FrkO93sM{kNDcQ-{J3mWO}SE4x*92i_64aG9KeS+B^7yvDJUQJ*?d8$?eR_ns4>U zGDU8tV2OUHKcw+@yIfkW;li;qyTaj#9Ck*zc6!Ont7C8xy+^5;BSY=T=Po+Urdjrr zziUf3#?d(U(7D1LyoU5W5;Yru-}F%JZZA0tcFV(%N0)7%0Wp8bozioTW5t$t`81rJv8n6)`=Ds( z$8-y6+ZUIJnSa~m1*dz8?Xu%F2jWLQeRf02EGL(rrG!y-W0z9J5og`lA($nHgIdd7 zI(UIr6nFG2#6hN`DX0Iz$;0wzVHKBN%|%uv7SMp^L`~jk>}gyxSIUL(Dl zM{Wn?W(ur$fowX)Yi??uPKrGWQvYF=v8%Pm&W{UGVvO@RKz7Am>8qwjwwX`LG96z_ zj*qq99=E1#(%zq(Iuv?>>A(&@jcPNG9P zEUdfz)o+STVJ~Td6TnL`c3C(;Z5!72o5a*x)7@1SrMUQAO_OiB+SAi{9YPm(BNM;& zNcpz=D&67pNP(EnntWq_6uSdY{;ZiuYY*wRgaRZtJ)zF9i)`Lyk0FN^IxKJ^a(aIX zP}I*JF*(&N`IWzG5A~4u-1gzr69J1_nO9fo^e}12EAEw85>pSgop6TCIi=9pDtzR2 zRkyI0Obg6?=AXW_vcqf}X&1}(*>aQ`!ylt&b9=NMrREmI8JhfsxzaUA8)Z0w5Ra*A z8l$pgFV5$C|}9N<4=P zb?mjbx2wikwr|}hM{mmHIq^(ZJIgzVzwo3-dt64@&4w&BmiDxwz!CBV4k>)+)6AJC zzva$oZ<|OyBa@rr3I>bzke;0<-_CH4+zxGh({sQ>ZoU4BdtFDqItq?iu&aMo8yq)n ztGX(N-LKM&z<$_dh2z2$KcVK3FKTIoX8|pxrhK2cr!hp2qMgW1`)ks??5UX9-tG-} zp4~BG8sBRV1}v_qJ=+b}5J_}>jd$MUxihudra~I_kCSg$j!3d zJHN}cVXO~Zk5KY*QB3_H)P>x1k<=~hszkxrKF*6PF~@VNyWNo69vy!@zYEX_!MSOw zQTt3A;6UuCvAve;PWg2Jk~cS-{%R{9Vo1CYgNe0OzbRh6ae(o)v_vw_#Y+wnPx}>3 zv^y@(mdbAOtxv*}9B}0^J>)E}1-Lj+dOl@yc$K49%pL@} zVn784Zn(2;j@<9ax4ltSUWjru`U@z^p>TfqS9-|E)Pw;hezt!I5QKQc2N##ZXl1|V zK&_)WxWJz6ZL_QxG@gI0 zX;CY?8N>p@yvIQ&2a_k!SNT4{GtBIt(9Ma9-S$deMi#y14;-_8qumOL?v-;Jua} zojX%bW|s82!oO`PZ$RT?3$Abyy7&Z^nK`EL>yn&@Zb^TyGb7ZEE0?#xGV=(d-Msdu znUpF0Exi7SZDdszHLzS)Ze0!tXUe-`8rYMA_K@Xl=fo{ocUH~%Ea(WH~^YNOOBE#I}wjFD{=B>{h%&mcxcKz+1H<*jVSoQ`k z%jlgKJTTE-ZkNWT0Xl#06xoQiA}-X1x66T%o~>x;#~r@>^q^ICw9z`%&`;LewUlovZ|C- z-_s#C^=H;NwqWC5_huYBIN2>#@(xnIMw4!Cs`h7c%&eW#&9{F|pxfV08Of|oy(s;b zlXAXx>W*dAB{yxUCs1X0h)Z&_GrAVh-q?91CsluF)+TsA$!$;jUCNHVZWT*@phM8T z0326x`*uf?qiFWoOa881LM^(%ld!X!xwfnR_*NXF8{*Xh59}|~ZX-v@N1bqr;JVA^ zrV})OKkfHT1si`k_+$5HAF?>g%(*-_;J{wm-BA!B=Sp+O6He$+UiVBHS^=~qcK7Gl zFKCS^ow{7@d%T?80b_itO_M%~FetGS84BQ|Qf`me4u2G|lal?|$kiO#n` zup_sb*@EQ(FdQkTdYY_EV2o}(h(IJtBcHYf|-BM{1evjO?*OVH&x9et-UlI}h&LrbVmmN^mu~J8|+p}dqq*2Q!#SPx_ zV{KEk)Jsh*J(qK+0dIe^pJ^#KQ(hh{kT<#lak#eG^%^e4TwHzyzja?i)A^aeg_>T~ zVvn|7d8+0(G|jipQ975)=TP@NV>`QV)$^FbWwc-G=B2knRXAhj$F_AHLc$Y2_Fb>} zvH6P)Nc5_|-mfsft`eM;gYTx@F4vOG z$B3;2@vf@Xr9OYi)x7{-MamB8$=%UnP-WTmu5-v`upKQ%jUy6Io_x4U9`EoP_4RXn zt~@x=mH&#|E;YYohYi2)T9@Rk=n1(gJ308-?fwd%&L%9BgU7@}rLpIElFU3MH(T35 zTjO}R{pKjmbh-Yn+7|cSka9a6zKAz&VTnP&$z^1hVbPagssT2CVH|d+e17$sG2Fd% z#cvUvZvZ@1no;e-AGo}erYNWAOraUPGa4@+qU5cSn55m8wi2GqL-vCA-A*3z4cuo) z<+a6bJ=^yZcwByyDnTvfZ8RNDJ9TBe_IMRSkFrb&~x@#KfRF}bLpj>AI~ zm|oX|l_5E(&{YG|>pGF+btMO3k>H)Nq(9)99O=9s4po+a9EiT&agu@cL;`-@dq(?J z+t#)2dB3~HwL5~AB;;l(kD1^-cT9&I^?oQqa7P+f2arw`yuq;+LvovizBTu==2keM zarX225g1MR7DyK_!5A~!Q)6mf>6rcY{9RLjy26R%<4HNhQ&}9b#m={D<7WT624HJZ z`nk0HtZ>PHyUW7fq1Sl3cJCof``DZtQ;3Fw^k?+6DqLx3ayyYN*KCeQm#`SSc;Ut2S=PtMtaC|+x5*4=vj@G8cyn*MxKY`29|IPj}Zgqm_Y zk|mCILnt|H_Gd$0hbh5j{MY}aw>Djl2bfkJ-KP93ftP*4}c1Chw`MqxQ~+U zZQZt1bDSe@JpFn(r9hjv6Gx?T|3AIe*wg zAosHA{ecE|`5=Wjj)SOzTnr{U#N?sgoC8u~n&92T^A;ty_v#Mq?w8iOr0>OM!z~b;c_m)Kf~@ZhdGYdu6Mx zpc5dMc;hSi@k{#*=5?)91p!pjsysci)hikA3Ap7@o$MU%k8t(y-MrRUxLTeq+e|4p z^{)st0AJ>q(-ocZXCR@=g3&!_O&&?3s2yco>L;Z2r>9FT?vh!&E{s?UHP=hnRvtDrM+@$ zmoAk9`2gd86OR=Xzd0P!L~H7w_U63lA(AiLCpmU+dZr!h6?q(UMOyBZk3)$E-X2zB|4W}$1LN*;OxDcpn5E@^^jwn0)0e(x&*9u7tS>kCyEJha zkHo~GS)M0vH^6Vpqv~2l(yRBCdTVyb(6V>HP(!J^c9V{s{n#4bkshPGVTk6Z@1qdj z%HG=+HW=mBNw`Dadkx&$B9OXP{^}S3(sgrh$t*{{1ky$4%*X+9kjP!H_Np`Ga|yf~ zNi#El$73tib)9m&-z)&#Rk#awjc}+zQ8#uK{0RPtlH<24yvw`isIHVRxL)!`s;y>o zSnp&u7A2LqTx@mZN1#{d=bE;<^>*09H%ES!>D7ruGb8$r{8>^flo)7hJNs*If6)bD zEK|B&9pslev!(Y_^LIhTb_KzlW2B~dA8qA-0WHu>@ohSwI?+1qwcC4H^`U0 z*2>Dpf0cu2VVOi$)*2_<+a99#;dwj~u;<8O~ z-&fg0JxK4`^2I_wh~ky+|5jj#l7Y2M+4yYblHa?PLyJO;_ut0o_HtJyVVjiR~ zJ(Ot*7Hj0My4D#UW;>2@Eg%PzBlWAM*9f^#A?}gxRZkYU)qX@saNCqZLhjJX6uN6_ zlQc)t?5l&b$oU#Op9q*1OHt|@L5-2!yNMn0Zg-ay-vuF+!*?+`uwtJa6t%QCT){aW z(}T9sSsDnd91m3>1m8tJdi_xEMlWEc?Ww6J1!jw06Z33`tY&+v9Xyf?WsnS~wpIK9 zf{Ak?!i3zc{~L=A@mbCOSATfi?O+FqaiU6}O3q7{-@as=7owLE14g*=-{8r~uO&G* zpwQS2Imf`mgu=LO%={#m0Jfv1kw*3do#*} zrb2F)qF#MKC_R61)d$dRM8$LD*e~@Z=j3vOSnWq?ngk1HO<^^)w&Hj(6uPb4hr_AifwC0iAR;G{a?B}9siMD8ufBwG9 z6xb_h;ISK_Wd9_u9L=$B>6F7J8tu&@)$7whIX^^ij{=t=w_b|W0sGb9bN2RUT&0Jh z&DLygx`eYLAip;sfi>-HEXm>Vl(AG{)P3^Ni&FCj)F3JE#n~jCEM>LV98&1m zmUBAyScqYOQBp1WJ`o|L`ELEDS>v`S%0~NkPu?x-&YPp3W|v>>WBUi~wLg$g#GMmq ze$y4lJVCIfb+{0LzTz9OAxUR$unGz5C5<~U7bB zYjLtDOS6}lwgIhwe<2?}Vf2;bnN*XB^*-kW2LbX`gfI4xLXZu(+%D;*x7L)O_r0cY zbzM4*fMWI!F>BG|c844{$nAeJg%HL&iJ@T6yTumvO&f^Ll4Lrr|A(C9RA~e@$gXYK z08|Z81l=y3sNuTxjEGq95lIs+w|l!J-@p_)1;+4NxAcC0${)?_r?p@?c1^O$m4SSY zqa1m{DmB~NTJ6*z+PO2^!v&_xXaQ$Qv7JG|7p)I@ZjjqOxwMF8ZNy84oTMjpV^2cM zpS6`u$eroI0_a1t4mXKj2(yT1_A_sg9Cv2}58^qOpP4s4?MF_}B9fO1T|3=j$Zl zy@EDNIZ%_J2{0pnYbs&pb(lJG7(M!v?_g;jaA-y{tc$PE*UpF-Y~9H1jt?}o(>Uxm zd>f;Gdr-+NocF%zByi)fFZl5kfi&@20$Dpu`JU{?-r7=9UZe>k-vUj8&)>@1@fx1X z={Kj-1@)6(b(*{4?KN?PMbG}v3XnBG1TkkI#>kr9+8)bbZW;|kGFOOB`8E_1-(U|TDX0QuVfMvxnc$#x_kyjYoZ z=xK~0hf%?yfg?zca{OkqRr!BCZkqj@{yD@$V7GtXzHsN(!1@u=%a;0o4rEBF8w7K74DBhFEdiXbU(r|0Gn)*U*ISF?=ULY`M zTL?qsPIwj?P;bFC>hd%5;u$!wqCE)a6TF-_&PX1RycVKR;Q*d0n}Hm%S?L9nl=hYF zM^79e$OK&gV2tk+7T};}?v&3USmvUCGKE?C0wCjcWsLNtv_|B8JivA%OEKH`DI#U= z{I=R_e}v>dOs#^|4dvKPTAv>@$D9Xyq{__Tuwupy?D1SmUpm}8`MKeUh;Y3yHb_ST zs?7}SIh82FGC#THv#}`-TPr(T!l}Lf*qpK~h;Gd%w+CvZi_>{QLXHbSmNR*OcYy^! z4j^6OqBimvPEQG!H={yim+eUx5HAm<)nlRj2#=fL*_8$XXynnPiR$Qc;xymR|2CpraX8J9&(ei|9srE1g9t}bPnaQIJUv0AXWt-tbBDru?QK6@`8eAW zYbJ6^8)$mgZS#p+J1;4tt^BIF=1pMFDsNH9fzuuVS+CQ8=RL69j#etcE8=py|F3QZ z@(*+HyWGSXnnG4?_G7wsGJ%o>HFA`2LCV!J?tXJ=N7;utp@}cTej&Gicep2AR}t(E zxjk9R)v|YWN=?SiP!oQLBUq+9MW(vL488qOHy(lRx)Yo(`buu?ddmyE$^DLe&S2i8 z#6>Bu`+hURZhxf>3-an-r4a9%{>|nD-BlPKrnTm1a2{q}%@|5A@VYv|h#aI5iVD$w z1_ImT8%=&ZY&QXX2SPe zy4rD^mf*&OGd+`hk@uN*uU%KQy!N*IN|Pgo_{Iruml$@5{pLz-*aGt|ngY>N*Tjtc zsTC)EHYXEykCtYCVC}EHBSb>+GEGr1M&wt>?CaPl?PL;=_q<7Pc&2<$FfEn5O6~bB zI&nDOM62uovs45@3oNl8k#@ARn+p0zW?fQ{x%>#R?QZHNsa-&st!9dsZdg3RLT2L~ z-$EEu;l`Bvl3StnH}+1EGA()C!4Ha@sv|n(P`uy#*)geq4XIO@V6^4|hTD?%lzc_W z;gv~h-2F_E>w(=GewRxsVv4T-*dEF_Er+>*>JSWJ31ZnGxsc^hkz6r#(W2&G6OgTj}ln-}qDJgf-L6L_MddYE`)wPtEVON@* zRoyucW_p3FdF%z`*jlXvf&j&gCgvS*P)gZUVC6{hM?;FeOKqNckPd8^K{>8y}P zsl`-(^l73u_Nbf?WXPvm_DWI=Djej!Kdf~FPIOW}AJ)20)u?khFifSxwb#?{;309!jB7%D=xKVD-|d0g#%@9Jl2ak2b%_Cxmf+|sc| zA34v<3;V|WutY=h4Jst^*wLzYj+1)KJ@V3jVa)A0pKv6}+McTjqmKNv6V2}^pWWcG z%)nKddL~R;2UEP}4Spp!ZMF9SUqPA^PZ^HsE4ls4dgM!4QO(xHyExe!*^6AbBjp4x zV9tUu|HyqtZJ_4o-qQuEr`kwv*8B+uE?bAFh~n}SKy0!gDSnj0gt)#b_p+>=U)4{4 z5Ef5bl&E;@^3ejRhZEr_h}D4U`g1S{RfY=au0R_(SK*`RYnsAVRIss$Iw-=%F=66KxAQyMX(oe5?S!b@TU4qV8 zJUsTacCHmra8CmYLbaQVa>&}KzJ{jW$Yt8`J_kMeuGpE>Cu#D?TVimS*-n%oXvKB`?oX3Zu%ule%waS#vyJmu#7r(lHMV1FSKI6$}t1|RqvetJE=jsvDj9Gtz8X_;kPdn%L z(KCnn?G|G=cV@7ExqJy%y*;x!RC?q$@YBx6I7*7^5`LQQmm($<9->-n=Jl<$b2zXX zD1bBf5h{4o{y5^70F51zEMNQr8{8T3&xk7FD`t4z)^_7!FnTKR&cUn zbmr<%E~m4^mwuJYImE__++Kwy`o?>NlJ-Iq?evJGkl^%I3bK$B%^@Gmi8KZJihCP? z`V-$)6>9@=({nwb1Ms-Z^yG$>6GPSV9`P6s#v2X(@)GO?!KjEB`ibDv4WhuJWd+6T z@lC<&yEHW%wR3BKnV=&LQxN${*dv?*`!&A~{f3cpRb_WOkh-N4uDvN(Fk9`J?|^D= z4#!jk;j);LSGFHVP;QUFxA##LgsE!Zi;|BVmO6&GOYEbEG$sOCHKBt5LZr4YcL@uw z({6?{ke@bX=Fbd-13jWzg_3cbe94HZIIPM>vkfUmxMTN!&}~nR*EdS9$S9xM=OhpY z6kyu{;d%0%OfaE(f+)fc-hnC`YlWlXVzwfUJE}^RB_w`&gTAUE)^ZcWfgIhJ}*T zv;7#s&g^b~nkx4V^4${iXBU7j34cD8qGnVikgI?(1TdSUws-1)&{C|KKn%`cwg;2Z z!h2(8O=;Pl_d_Q5B{q>W3Fq)g`RyY=3x<^Xh}_2;C$IR-6wEq%eijIto>q2#0i z^Hk-3A&T^s9HwccMel4`$#{p{9wh;Oy@35|zk=V`UFt0re9shqU^-iqk<$zTa7{|b zB50e3-30t5Hn4?Nai`Wz=(jypw`D(fc9kWeu2IRwr4)&%EFe&hQQ`z{QJ|W{5HBAn zc@L1c1J&eecTncqN&!la=b>bynW;NF4-iU!al7)t@yOhiL)~ucxm(c)iKf)!;eTn;5> zTzAB^UO#g`jQ6Q!wH&6IUt6{5$eYrAL1DI=$?x{LLK}L(NuX^CcGg^S3Zx0N9R+ZI zWJa-%5}jS4zQ|z$S$ja~HDBx91RLJz3~>J3ym9PDW{%`y7YM-z!Zc^*p1tI+gIz3M z4Ocyag_)sH9BHP!Kah8C8HRNY^sz9*y%uBixQWM80zBQ7I5^G4~%r(yh8?{(+{10y%H~`DuOPzXH3l7RJ&@gJ+z~O%pDQkBcHu* zDcKZ#8!4w+lak-LD{4010m62iSEevH+kmff*qux42u_>2N4o1Ml8~Rf!-b7Py1Tr4 z450<88hlo{LSZ-wPN1h(_t|W@D$xImVwW7toc!B@R(arEs7k*AL4$%2NTvgSis;GL z3{)HC8=NmJ6)y>|UDboUj{zKdgSHe0s6Lz`z$}#d-E^Pji~L;>`nLTw#jgZH(^0 znn?gU{zJGeD+INi)$J(J|tz0We$(aAu6x$^m}91f5O zX~P8wMfNk|T8WU_JU!)R2k64HX}a%g0qviBXx5wL8RyW8cNK9EI`x}?&&%0x0s)Ua z*p{L``ikOLF7E<9FF^+aO6(v+lH;)_ZRD2P zQA`oBUFluLAOS4CIXl&V(a!O{HRV_%Ujj-~81RV10r@Q-4pJ(hNDeY!M|&QwlWU86 zNreH|R@wkp+4$g_uW~=UK2}`{c;V31xq`#@7L^w^<5b)~$f-l7Oe^S|B?gO__53z$ z;ga_vSn^=4#2k*i36|_;t1z?3`%IEhJcnW5Bj2~Eq~vf%g5)rNl`5m)PPr5j&rJU# zp|C#j3WF4HbjDQ>UjdLQ)m+v}Iee9wdwGYPQOF76Y8$Vy-xPaI0I|{bs#q-ge)H_| z*!D*$8_0qG#}4VX#wX>lFvuANl1jrL47x~3##^ivA3#u?WOG68>1L?p0D+b5xP-(Y z=+gqh%LXJby{FuNG!W^wrqT}`!$H1v4JXoWNeWN%liSiZ)_8;IAX5bS>o!p*ZvSwnocu1o0x1f5 zDcJBy1dj^#nluz#ibB^q2v7N%$kzLNJf2%{7x3y+RKvrGsr0#j3pJ^WcX5F0?g z(TgF!`&0P7DoizSD+)AAY4j!kGIG-OBQ+SNNL>t`A~tHsFTConJv&eB!PuvqnAMGS zBmt#==lIREXlXZ|rQA&9a}}j+72LE>es8VMwIFD}2TtMc_TNQm&Y$&MZyhbHg(q(? z*0~(Kh@O9vj+&Gd;_WSe^`5LhkEc-Q8Kv`P4ZZ8^zY>q&NoMRV%Y7i9fu;3u7^w7= zpA|KheR)LwP7cHrW_CKzw5OP)fDl(uO4)sX!>t@!YWlU4@&hBXG_^5zj=qzy7Q?45 z*UbLeEjP9f@fF?GpvSD6smKI0a+1#ySXwuf=h-n1y=*vma5*$@I%XbNV3ro^} z6>0hK8FS%3vrzK(0iu{oCZkw8U^m5;V(r8)FI_v3h2n% zQZ9$NUuqL5_3XbFfoVG%|LTHt>dmoqaAB!S`M_w>LF_7c>~cV>%llz3%YEUA+JTyN zy6}?2htE4{cz||{l(!z_ncz-}vP&F)R3cFB4Dy5gEFvfKXfIQJJLPC9N|-fG^L?&a zE>W4Ds+=P?C+1}$qS?IJn)ss*3OPqR#W(1ixK8$dVn}1$>P2H#LiO;-!_YA_?cm;= zf(w~rT;Zgi=*qbct5?D-9(!H+UQ=u7ypbRbwAYYLzX7nYU?R~dnS$whuf zT;bD^9okWzP}Y?gOJaUcG5VJBW$jzfli!E2CHJJ}@Zl%ZO>K|ndEJ|hm(`BDY0@)? z112EL)dSke_S`7K-lAxfCnvW|o_xDj!!u7}nptza&_IORR%#~lA&@PK!F#blgRYx7 znB)1kh^ic^+ps0K{H(RRLe4mUvu}=mpWrjbYtY^l?-AHr+!(nKBZFf zXB}xDg9k|%z7OQ=`5t$FZXe=GM9xMVx+$tIQLio8`wY4L%s9D(W?*ia)C=rqicfL8 zmIKn<0f-z5;eY#hx9Cbwy@|+`dr7>b-c>N%`{phdBB6`lYo> zRYh{?FH%eI|Z&mQ!W;@5!&71Nj_%7amqooK9^4WtR(;<~J zKi3BDFfkV^;cnt9MW2ZWlJYxGUW11j#Mr*_Hz23h%avwZch6Dw8|Yx_zOOgOT$Zsd zy~bO1Zj)4HJ`@rka|-4b*cVUJ5_K^0Q3Gw}tbqGXFu;k*){W?Dg;253%IE)zDEwhWb{*>ii~{TpvUattd*G8UJfs> z!?#mD0@KUd!fKGi?D+6 zCLrY}@V^e#^JJiqo4yd(E~llG#|62)rn2HeH0_*ucYP_IXlG&O4ExO=D-PhGXFuES zpO%K<6_+ORA#P=?flR(az5>yU{FFBh+ja@rnan=#rECeZ=PIETY+djVWBog%WLKdjNFeg##*({X@hn z8zHC#L)=Vn4^6LAy)j#pmmHeC^UUR7pjgyW+5IX-3}iB7q_X)>W&|U*9#kjGv|FJG zkazJOQ{}iRHtPuIb#};sFTIbledZW0?$K>JS&qkluD^H&+zBd83^`|3&qk?=&H!;H z*){HaF6@%yfl#K(qyWd5omk0j@)!H{V35JscwK? zh4H0=T$Rrmc`1Q4gEgq;N)6B3aFe-3{o`zZ4-_gDiYrmD!u`wAA*s1fz%7=>-eMuVpH&4Q^!!D5O6QxwcWPPOT5-|8DD zmA!6ksA+fY+Y9@YU^fNNFjU}aQXj5QT_dYHGo|D+QVSYSSJ8REdlrnjHf-C! z0|k(FFu0nBY6N$k7^+MdD@WPhfdI)+oX<`TWi^f%dY!G3I; z*j|ux%A^ZpF7=e#pO0=YJCav_Vp7-Il1jagRA&Id!&y=}C{%&Y?x8swTeG&)XvFj0 zgC*5-n&il!{S?vl@bK`P9uV9m?vYNCe-6|1n|Q7~sY00%$af9U9lBywrI_i^xd7cY z*cO!RjC@2MZuioTE5%2U3W~Rk_puaByKx&)wBUU#8IHcRFb;wDN%^6F2t#a5Y}FY2 zc73Jii?sx(L|&H@rIJugvCr3j%p%oj59g8&ImOy;>;)nzgrS9{{{QMT~hp8b8} z)uwpZ&Gy_vB`z2<>bp$UO~7qV**}oP<~XUCa;3ZUw7@sESr`|%9**#%$QP0Qki*`W z!x>xnXfH7?{OEKFxg+y`r}M{^^6MpBe45*sZaAXrOtVQ%gA;V76~bMA(MciiJ6M04*L2c} z1LG5zXD=r`6_I+L3&iU96MaaC1C)7ls*Q zzNp^j^cwO3$zgL2ak5NM!11}=!$|LE=j`%%4QPn6cPO}Sth!lD>mw%vMrz7j0)-%- z9uJFK+^)6kex2TbROJO4pp~;jLXrE(oC37HQQAo<+9gzYulc*wwpw|;=XHdy{! zV|Ou!Pv=?+dQx=Ctip@Dt*aXV2CkOFKUdIczWS5~B6m5GA+{ z`SVQdrqqUcBllS<4~YOX)B5))fw)%Q9WZ(VzXprG#zT&WpmPpv`I2Lj?~LJ(KS@i`IDso z=sr5U7x}4wUK2>Fuj$w=r+C7xP`#f~GWTFos726hz`3J7@mOW#HC4rRf_w*u3#1ck z<*~h3DM7GGSv2yhQ@#Sp?R+9xm3|UE7+zYO>xj23KkL-v;Kt@OKR18YzA$)E8v){W zvzv>2 z3TbcuwrsryL{qYThc!pDJf+tx@XBO-h7xTpVkaQyeGjFT3hpc01GEnH+xuai$!j> zLrI%|Q@JF>czHVO&`mV`h)ce3z;)>ybv*G39Ctf`H_!RCHzS~2kZojk^@8`UMAdTG zQDsxpdjyV8DBf)4T?uy5ZUS+51G8kH||S-Til1H(3Qdl1vg-@WWn z+2(*Kp8SeryST~`+VjF73exQET)9eOUjzw%oIcja$-kW`pChn`1jq6eE`Ot1Xv2-F zlG%N0!QBR6bcp1P);HodzC9GHq_x*P_OX<%KnY^UlsO5F{5B@+_&uwh)2i4H@=*hK z=-gg{H7-0PBwPjdn&h1P(6IwLj#mLb!R((fTGM-H=F!OZP=)Ud^k0>rK~9AmAx%kt z+R1)M{!&I3j=MMU3;0ktbt-71>}M0jkM_h0-Z)PUEI4Rndvx!U&s&85FC|rQ}5fDN|!fVya$AJ1Nc> zk#dNbWs}0ulXD&fie%V;%l(~!1TUW5_$Jw|xq5Vm;GInI%5NHG-f51zgOHnk7F1f_pV)ZF|C1xA~*&Kpk-(A)l?UII?9Ybr|v$cyE7Rj?!WNiTu}p{q%OXamNOY$=oe4`~4JN|1moFNIi*| zpw5q8(aLOjehvXDF8^15{rVp80j=eg*1x~)l=p3K8lH>}NcP{@?cYtIUjWbYqtoss zN!TzyhX9OxIP?G4c>ABetp9Nm`k&_OtJANk{TjlLg?QurUbWAceJ${RKkkLUe*O1f zzy9Ud-|d_q|I2p!|NJ#O@9Y16{lmZh^|LzM@?v|Yru;1mrj6;?<&WGec{%FMr5$Yc zaVa^rIM_GPxeg5IFO_?`ZaguC)4^m>q)ERR%>AZP{E%Wv`tSYq>xbM)AMDQj(J`rc z&Oq=zjKd}A6uf`^`X01@$v2pX_51q+PyKx0XF5L8zkHfZ74x)#@78$I9NPAyXRmze z#cY3$gBa>^Hqh@;w?BPg`zN!}{y2AE9e>U9XBaTq~hT8y%d;xDbOt zd@PTy{UyfX;v5!U)r&0={J#1@pnjX!{tu}GSoyiXe*K;NP~Ug_{_Yq6;$7bH*CD)Ojz3Pv_)JIcy0_Kd{>n{N@Wltjc{#Eh zO5VS@9H0c-_#-!yBJE40X1$uSitrv+$4uWR;SFLG8-F>@Z;7V0wxhQ%T{tgJ{2)+O z^6!319Tv&YMIT>s61~jI`|f!IRztV`F^-MRL%~At<1^@g4JFayH{Cu1!nc=*^ zKi|mXwIXnTe0{%qhX{Tn;PH3T9l!VUjXcxIzfAr3(eolBhzH`wIAG}TAphSzl1_$M z#?Lo$e?IVQI-d0J-pH@kUvK26+AHT2tli6s0oV%}{zvlUC96wg& zYtUb7`1OJ9kJHgU)8X5y{r=CkjsB-?kiSX;K@i3{bA{du*hwscRb*%O&)nLGpn{D- z&{|WAc>tTO)Y|F_!OB)Gt;9D7HX0Dj5d^UoH6$^fdl-eAxG*eyd^7W#Z`i%O$(~$) zp_>gBzxrJ_Xu007mG$muYku?W*d5-#SC=23_uBQw+jV=pGyVF}I1L}F2lbQBzFVrj z>?h}GFjJD&95vIx*ThvbElq7i!XN;OSjeO!!gZ(0B7fyZIm&+|B{Yp`fHjjiDj*IiWW`N!1d$k!c zyT2u*$+F`>84w&s8L7CBv_&2&3QLy3kg+VlT>(U(nGsQX?qV|%kmVXGe>3x;Qp8g5 TscKNkjtti(A*xhXYOB#VpNYGe diff --git a/nonlin_regime.png b/nonlin_regime.png deleted file mode 100644 index 3e27854b94024cbe31245d8242ba2185a0216cfa..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 58648 zcmd43byQVR_cnUy78Mjk1QAg{S_El9rAtD(Md|Ja34>BeX#o*wq`T{of*{@9NSEK- zzQ6n3cZ_@gxc}TSJ_pJW&e><}wdR`hd7k;K{Z>(4f`pKY5QRdKNJ&0XLZL9z;qM)M zT=7OU?jnCn!x`VRyO9y8IJ7bibfrE{OwS$GJ;Y}xFJ9|@WtNUyZ*tl43nm9Pv z*z>cqTmJ7Cuvy!^VrS-|eF_&Lu#wcTN1;d!kiQt;L^4cKsJQ^CC!#7Y@oVF*9@qC0 zM9zoW4p`em6VPv2o15t73TH1~zS-OMC?$=2EzP0S;&bDQRH=tdaOLQH>&8K4{nycr z!t^H>q)eEK-jc8qNYr1rDE3&=P~gB=%jxoB{*BcwPctv?H`g4@Z-;Ofo_Q^#1R0qM z{^?sv?bAx?ai3_+XF>a26vL`As}d!=0b;%l4PpaBLo(xnTo?m`gJ0k^ zgaMeujWtsUglmG_(DMn588vD!HOUb7t^O zUQrRbSuqv7^XTY^oVr|}EB1-N#Vi$O6;;*k(w!Z{(u(0@Rvq`wR@;UI|P+`7Oq{&*OnPW0a;5?Amw5(=VKDME*`uus|@v+;tUuNg` zZEt;EJ8QjB5T^FU;O?~q`Buy+@4;Wcq{eUeMMOm8KYjW%yU*l>MwD^Z_wVZE+8YPQ zB^JZCl+c)3YO1PNvXnB_Bc+?8qN6Ld#WVT~m?PgsqUSB1J-dW1WHINa8m_7me4egU zz@HGRSCW?IZ)s(ZI`6pz>e{HBmytO@_2hO-Ke3hbzSeT#R zX1|SkCJ-ADES`$y)sm8WJLy{*gU9SW)GWllk^Ds|Gk!wS(a|wmI(;U(&xG3orb$al zsbO$nAfLtDb6jJPiX$o_;_%=$bs3R#h&cUU(fiks(G?E9t`biz(2~eMxl*cYHNHWU zv~*^E>)@Vq&pq|C4rRp-PmIqdXQsCfXw_O7oRcC`9_qd|Rg#-r-E)Ij_@k@`6G?VQ zB&($4s!TMSV})KuKOH+eDN6C#GmK(Ql48xS#s0yep;QP7&77;S@Bsk<9I>(FJ7$`f9T+4(0VPuSNB(?)91#pK>)f zH$QaSWt_9)TUlLA8CpHc-2M4eDIz-hWb8tU>>V;5>j~mW>3}a^z9d`TjfXqLQ_m2* z@t24E?0ZcO&FWx|{fUc?&ba@k9?XBN>>b8P>5P-~hq@S32gd61^SJt7_G#<(Y}?0Q zrK_BESSv|1r!>jA+kXH4{Z1!&jeN$R!>)|4Ut2b`uJHbB@RV5)r+xqK-65Tqm20ap ztj##Sfvzr%mYQ1YiUYsbN>y%dcdpR6*F6??_R{NJ`}>0BnS>i!-cnKoS$!tIKYykw z$<37?_+T3%Zp4f8%6+ybRvwqEc+(ax)z9xYoL9CR_Lj$PKI`pB-pa}fglRW~*K@Y$ z(VY9RI{lJNXw4*^1;gduJIHwGdF*xs~cKX zRpnF5`dx)N!*Ok*`Z_H7x9{ISZ>4I~&8@h{>mS@hoxW*(@!;7>B!YM+{)tc%o43Eyi~uKmp2e*hzauV24@IT>@J^m`J8E|;>|xVpMNbXtq) zKZD^}Wf+%TST$pA|FF)rx3|~U(-Ty$UsvI{n%rlCQpYNain>ZpPW}j@Q$%EPmLFD4 zQB7^p;Ri!BdVR#2EA|k}H)m$XaLIwcwEuH)aWNw!BT9e#uBxgkD!ZT8ck1i1r8WGg z4ULZDW@x=*Hc57i^6cH}WMcQ_-0bXlj!cOS*#WO~rObR|^i|a0Y~1s#=Dt*k^(cbD z?T#DOx}?RLHzFKmjA5Oe{XL!sR_GlW{lrcm;|+i)sMK~T({ ze>TPMv_{EIMM6kKv@Wf`?7&Zc^{Sh8M&%_bHs|!TG;F)__(|t0SFZf7aJ={K-Mf6x z6DMRxTG|%p!t%{6E((lWrZugOzT6C-D6nlvH{b{?RvDj~(3UBoHvLMmH3XZPN!X$fzB?eQ##(_LLQmmZO zzwL{8H=_0420AQ@{bY6+mTbf2ID5|j*uIxtX_3_b9i$_B0cwmGjw5cZ5(|TQJHC6- z=%cEu@{phO*!<8;nORvs&;d;B?29r|bMx~BkWJ*#Hb?g%-~KY;UW;PYI{Y#DXJ_Zo zax^MwYH*&^nIQ$0FP{2gywLc)vV6vR32e=^k%sjk80Wd{Q|~f?lSKE<{^5SIz9(z$ zV>~+Z-Z)u$1=$ZKNqo?kO|-p}SX|L$1$wrt(dc>kBhUIJwNJ&j$3Cx9e7|Q*(jWP)kFDAVEIp z;~v?aMbQf$7xgJyr;F7{&&Dd3|J-$*=QK1MWbZ%}=-{L=bME0U6 z69H0I<9MwNmw%?KSGzfK@QD6{BX`1mB&4-8HS0Kt3kwSmPc|wyh2e(j`S`BcFLa73 zD=R0j-~I{OUlc)z}jvV=XsK3W@bWaH!QlJc6@STdw%LV zx3F+aSQy~Lzah)Ie3_3}*>e;8(|KPp>lfp_d$T<)3Q|&+jP~f7e?7>_%6hD;n>f&g z0Hd~t_qn-#_g+-@= zoR5!>gDM1B%_tTPKe%zyysDjdlyNtayR}`N4HF6MGihq2^=5HYMxoU5bf0>72rhKR z1+5O{$&6E@>dwzjw$D#CjsBjWDe*QlJoEbrxPV%~iI~=73!?*##z1AM<+TLSdf^9% z(Y4$`rkhKufaQHli#RbUX{AS1ULL8XrDe?hR~JS`NBc%cug_fNukgN2e$5+-@ye9P2b`w|1AoRn0(1g)ok>4Y26@bIuxn9%-jBg6kJ zxWNk(6UG<5gWI#M+b!3vr(Tl^+Z?&Ly9=Q7=Q|=%YZ=|?h8&dPpFh9b-E|-)CQi=F zQ~0^RyTAXXw3Nbm%oYz97uROCg+yv}_8p_>GTdjus~#E$M@NIv5=+DEkI0f5biCl2 z=B+&EL}L`}y2P=vfiO+dBQ$E57o>-Bw1Ofc$Sp=oNVH0=_R6S{fM}^z&X6}S zF~N7MP9$~m3ozF3GV`*rxu~O~Baa@dawP*8dg;=o7%t;?bE2jS3ZyM9Ey;?EH>1%Q z>R7H!jt&ktnVAWdzslARWGeR!4&H$oBq)Kg_p7k{0~e-6{X4TLI;8d1F%n<}t%WRB zV`aWq?mgGHuwYs0uN#wG%hvb-1GhOlc4W~kYO{*X&1D;NTg^eC0Jnd-tKes>!9h$m zP*UEAlRn0nsmyg=ARKy)G=z96;dmJte#oULR(LS%0 zDoTWq@NKvqawzA^7JVk6BEJm^0IvY0X;oEAiGmZQ)y|!z@Q+` zhY#PBm6atIzcf~2|dpd*CmhEDYwHp*QOEyTke{FM$1wGC)sGE#1@FL}-?oFus``6=!iI%sxC#3SmF+7hE{+>4 zZlw6Wz}eXuNj=1kk1|zuMi(iGaZ!)V%$QOBEI~g2VzXCmVe<3y$J5-0F%rmY$7zQ| zBnr7-efI1b$_JKx>cQ20`gHB%*8}CHp^S{Mte5S0t;WKuo?K`(EST!?KEEGI&F5Ep zzL%%O8#FXA5qf^^l^Hjk_TvW`gb)H?Z5nX`>wCw?EqT{1xMDf@`8!0qL*nh|(^K%J z1^D@GHpcj1_s(ujH_C@yC&sP3Bx#j4P+<4S-u}K-| z;L42(BDf5jM2*-wY^vWSme)%xM+1F*F*4(fGGMfjaKqbQcuZYcOXh|Nt5Zu&DH*MF z{c~q#X67O-Eh*|vSeV3%7cUegs)5H`x_0fYF*+(GGqXLDC92P4?zK@JRfHzX)ygmD zu;OL#zL(wcZ%zBZ;uOEbIPjYDQwlVI1i{bw`sb@eS6rkN0BW?evkU+9={2AI0xXYM z-q8C30!Rg3`WjcE!ntfWQ#{_maM)W>J>4&@ZQk@c5QrA7hiMQ#nj?b%rGQU*=&+>N zJ37~O^k?xyVq&Oj)^j>oPnO(-^Wj%XboBICuV24rlbA_!__HAA<eIpR7=ao4@|m6e&-s&!O02!3)*E6T|s>CaFI(##Q8PzW0@2@DMEot)g{_9Xos zHsR#p;A5--({NKr=mxL#MAPrz>WU-iYKrn?@_gLG+zxXosfgs=qs1f%Wo0rN_ccy# z9-c1+1()RH5RP(D|SK3w5Im&*`}nVBnn-4c>1R&fyUax zqG@XC=0@#bFBa{xiy86>A5VAQv$C?bb$5$Dd4gT|<451v*qR+*lrbk4*X7-P$`Enw zTCW>f&vP0ex7eH>+O{8jV6{pkMvgS6qDRafE*DU8_UST(gdXvHacaIB?$@1^i1>nve{69@T8>8 zo#PQm(NAD^k`v-A^dyBPCMJdt$gHieJGwI5gnSN>nw`yp@{vw&h`gs3pIacz&;Jgv z)9H}+nOZMOLDAR_&`+c4cVekwF4gMsiUiX?HibxN;hOqE;A%+e8pzb7Vi*G5Zw=1++PWv*ye zpdRm6mnspqL$8(Ou_L88>VC9ijD#c)&sCUzNSF=f_KSWMaw*gb%$Q?%K87}(0oeM^ z&0lM3gaNkj;iNM$G09sNs>U{~b1sZvKR!O@;Nb~`f?0F1dREd@MTI(~I%Y?Nx_RpsCft%JiL`{cxT2QU`{n+O)bwEU zePob9?!nsoWE9Ai!xu6-f62MAa{CxgBU}+NF8BSlWW02^T|mRcjZ;xtR`sxtj`Y(Z zec0OCdSFW;TPI{G~{6a7TI-1_S0oud zB;``nz8LfIW5duOc6R-6Tict-V(IdGPs*k9pgO+^4HcJ_CHB^HbK}?JsD;A872COy zc55n&T7HyU%<3aZS4oVytCuZlg;(7@fw*anB((V-cL^(K=L(&`#L@Q@v^HS z{-)eGc;HnpQ0t;0WF(X+A1?=YRh)B~9150SQ`w>eLgP}0*QO^{#Q zc_KL4a6~=YusJ5BR#N`4P7NbK-csL4?C5wuOEyQ2ExGhov8T10mgO-OX zge~vm3$3hyeN60z2MXF*pGOJl6!|M5?#nS|O83Ib#);B+t2 zzJ8ra4HLd>Pv!^8m&HWYHBbyqtgHg%Gg6;vT`p0NYKCmGHS?YwAKK1pY)FNKgPzB`o?ny{U zYy%sd3G+Us2V{JKM(|Cvu3P&uGb02r)bWewyBQ+WKYE0Tj)#9j#S?=|>$)v7Pz$B)~D|y@~nq5!a&aO}gMfa(l17fW`V{3F|#Abcu!FjO#1!wV6BSn75v}$^uSMq9( zzqcMd_4E`%O*OqGlke#%5ofv!5Db9IDSnAjxW(w5(c~hy8%TCI`f?&$2eQs=BAL!m2_;Lh4^|l@m)}A;e+1N>ou<2^+p$jV<3(_Z)Y>q`U?O<)mh|vbnivuYV&z zOM`Kds08<0axx0?rHQGjC}@*AfBwAoT4qs$)Rod_a!BWq^PC6}B+$>=K{X%*-@Y*h z2L~rtR$i~Ju3lPQeGCxf^5x4&A_oRmt{ngkcRjB_wQ$E7jw-%#>BjVPpizNucLajx4WyauaAP%3dqZ*+}q9F zos*lpDT#A=;ikM@0o<;axyh+U0OM z=tE>=KzFx1vSG^H_LyJxB!+~BUO@H??62mtgGuXBx%bU}kh)VK)j~>fQvMM-w#QU= z?29n*ExdVP0@>;Xn5C0m0+0*0qH9lahH`ZpACn6CpPqUk^lWpY+GRF`H{avP4#cz+ zs3t)dZZy=@p}6kf-)_H~GzBd75CHc2E*)S=zk6!AH~IL6=Yy#96E;o&jrPI%#m7^F zcKD~q)53xn%GadL+HcM=J2Wehf>uy8f)O-Z&`M)p*{uk=3HwC~iq^1;c0Ygqya)*q zuJ|ZjY5U*@%X=i?K|F?%+zL0hX;)3_eah+Wkp$4@Dw}qj$l%~0ZmjIfp`ly!^eNA? zY!^DO0RU}llN3&hAiHuU00_nO&OG{`4l5^s;0c&=fMmXBCkI9@E|gG2gxB#twfiR~ z(sFMa|H#VVH0D%E%$lJ9oh{o-Ww;(_SsEYMa@A?Z& zKpcQ2otBa1TiMuX0f}hqw^5h@5Z%q{0~&xyhdiJO4KqpNW-A}IhS8R0U7|7rWbxSA znjORzD`yc3lpTF<{Cf)a9le+A+GRcf0e_h$Ak+x-7zFv=f7Sg^s1_h>#v+=77?uM1 z7PdfjvNel4OsgTrC1qtDsF>!D)y>SlkN(t~co@nr{`9G6rpgyc1uuVGgOna$vzQ23 z6%QCsvI_HhXu6b?)Txw8sAucwVrBb_8S|E}85y%sf}GZIrpU*z293l(q3_M0aRA~7 zZI8#mF*P+c^WFB$pmisf_3K?ZK|N@gemP*Xh7v#PYR#^ef##U z$JRp-(;!BL4|f6$C~J&hzm*G~DBSr(M@NSNTbm~1E*TjaQU@Wc5?{EmvpOTsEh!`O zSW}Y5eUXq)gv$WFiRr|b6C?@1D& zrS&?boACbY86$gV%zd*O*`SahkwrRh@p##-SJ85E0{I0l&3HQjC3%kQ1MW&jS}Ep>9+k=xSFu5J-el+Y(A= z$i*$}rj*0Po=%f`KLRxpnRW<_jQ#G<4~SqdPuCX3^E(m(dW0Yg)XYJo(>GA$D`fFb z4rjxVWrOiyeQDhfhe%OXH2_F2plV-ICF(A~Pj}_xA9;I=eEj(FuIC zLoW@21EAnS)|meY;ChTYrg7iv@wU|Sl^#c2kc+;grrK`LJdGAz-di1lpd}DFUZH~l#E=>4s7(Ti5!6VRIu2TzY+0B_#DwROwYj-$q!2f_}2 zw)%HA?4*s1jBG*wi>B|^w&)!lHK*7uWO+aN_xu23v;|L1R_fOc3xgx%`A-!nBjdCrsQeeT*mA(&fs{re;|niAbN_`t}!TXk5ZTlE*!{5?QdahZ90 zH#{K$DevHEFaUkiWvd?VLtNZ@B$Fh09Wx=t9~5|U7!X3P5iy?Zt~^44L3u^C+IWyH zB+U)b;s6jIbyF z1zO=?D3Y_sd#jAh%wo`bfL{4_JsvHhe*nRy&DE<7J(zGO1+cDOZpXkcAh5lhktCL` z1lcHNQ{Z6ITjY7Rx-XP8P(}zr&XA`!CT`R}+LSE=|qAEWtOGmfgtHXlw&=3@ZfNK(<=y%#s!7YeBt9IdZf*PWCzcK@t`+v@F9GY z!8~AHy>}J0igEt-ZespP?`IxMDrsqH8<25oB@CLjn#dINU%Y5CRk@sxYvTR)WO7|N zSRwwQ@4$eH$Dg>#Chxxo-m`!YoG|X{cR5nuxX}z`J4J;V$<`zD-8$87zf8?&^1YUF zz*zzmE=WApc6b8#+3cSlksv5SfO4TcZf!M^V&#XjHMg|P0QQgE`%_bDmiQD?atE&3doA2fg& zsw-d&*nlQBxftyp>~%&8!t~h12@m!4VFVg*0Kbuq<@yH)L3%)`zoG{;u8pfqbd{wp zBgyL>AmI#ldTO?yPoo!5m7ozG+Ik2h;4$fZ_bzJCsAyKQV%WlIWfheChjw%L&{TrD zzFOD?%MKA;W;aiW1Px^Jt_|B!Zv4^OTH9INBzm`?x2RkpCr{4Jy>Ok^DuN|U89WR+a?l7WAKx}MHg;Lb%s8A3 zqZQfUzEQ^!jK0~izYVR4jBYdlkxRz>?83qm8GAN)QXCnX*8)Wy9EzqgA1Ey26ciN1 z@K}EC=amdq>3?2-`O>B7ok#WMfU!S-*bH+G&6IB{%;&|juz$YF#cd(1G|&6&9%|Lx z7OJ1YukWg-lJiip3iRtS{!01GqWmm)X&!G%c(0 zW-Dgv=66>RDF=GbTaYBLLiGp9SH18B0m2q)!T>&$ow8nmcR>gTto6`+p9Kl7 zw6wIF@DsP{2_|)OOG~5=36Yzk$aoQCeJEUp(A5Kd6TA{O*Qv)`7ZYek(Fp~Uzkk0e zDBuLjEKCt)Knbc5+W5jN;H^*_x7z5#rizDjf1qh`vV9AU;>w1cU~8xs7zT{aW`ZW# z5^~*uCyo>NP-W{2u4~ZDF>vN0(64rj0;>lYsB~SXabTufmdgd?djK$BM7BQM7S;9Z zpn25c$%jU<>2!p3$fOh%4XkeqFfp~89@hX82EQ02bHr5vit`e;k`-4h&{99hA%OKq z=f&)PMCE=>07$z1De2Tdso9=^k1tkaw&p(#np6Bc6uXYj&H^`HBbfu?xuKzmF7L#o zqD>WJ)EoQZgD-&6bIRFVIRFx;P6y}!KB!UKaG zj0({G99p#8jI5F4u+{riBHA+2@0;i{bf;`#`HaA-0$!BX0;AU30w-SJ?EvL;KB&l% z{{{q)HrsVFG9%u?#f?Tw!H@i}K4Qyfs#L@iVrF|DXiXkpwW>XH0^P`PFk6EyI^^wJ zAn=Kd>#!vX1SADM1Cs(19MY5m{4K2T3tsgj-?aY@FhTxEcY;8e7{o{iFv#i11qw2a z=k7D4dkyZ1Bz~vn{#8yI*(Bi`AV79R-a~>9@*z~(4uxyr#ykI+RMHwYIQZPFgO8t| z3Zl_NvExdzGjGU>9Ma5&a!W4}s_)=H4)wt)H4eng!`*%bg97!nnlhV!!}6h3Xg+!9 z&0<=s(M}?R(GE=d5!#!J7z_9=2s%d74FRX;<rq|v8VR#v}hN`*)|K|2^t53pHO1r7Z7uSSQ{kNN`Z@ljDP)!w0%*>0o4^pDPZXyzo(5r=%Q|haq52g%@$r>bXLCFMYV=ATfBZG9u4Y{i&Z08231>lVF?gjx0j%Bi+Gcgg|@SrCz$2u9s30 zVp!8Is&_Yvr4(BUTXDwB&0Cmz&!qendeg+XuYDCZr$G-AyYq=JMEU|L z=^y%F2o?F%=?%>Jw6xn^bN#9tEQkgsax&bbo!DBJU_bNwPHx*dq}=s=(jWnmW+xH3 z1pdg{-DSWV3_{yKDS*;K%{Z0UfP|aqb-e6zLCKdHkPdL%&v9`DV8Ci00gKA?3%E%{ z_ImZ|F0%Xp#s7pEzkCT}8BW(lTF+PCH?uL$i{B@`!S9bKi=BFVPXX71i79|$H~2*%LnO95pe*8G|fU&qM06QBa zc~sMg|53D~TaKQ03R7 zZ?$scvwf47k(qsMHp>1AbvW|1BsE1_vE!^dD=*TH3$kKs73F3mzLI`wc43Br0 zo%$QQy1LprJLl}l%Q63GryhaIb);BHn$Rcm-_#1jXMVUa7+SK#igi`vFlLP08QHmr|eQa;qS zY9*2@Ba8rr`5lM}peWZH7RYvgP>M26QOZPM7PPgJYA=c56VO8BH|3O0yaP1}j8qw) z)R4aG$Vf-@J77dlot#RPIUE5nOiu^Vwm8?G=tMU+G)Kh7w(ErgfF(!zQR#kVm=Hus ztxHRclMDJC9UU{~w)>zwLXYayXl!1(Jb6Hsu<6N+3r;$uxXNX_(H&Xp)=M==0sH!O zN0iB#he-&55Ii2##D%@-2qhVb=vwa`~B?^&T7vMDZzNB95yd5F&B z$2}NJSGQESHS1@TtND7?o>c8i;?nMWy;IEE!)Ep-Z3a63@S8vb>@+Um<>RJ98<7Bz z+y(HQfFq^6vmNYXbm(7656rJ7IS)hbfL6-6g;6)aXGDY_`1Q*GaJTVWW=`n#ys2H$ z0Ewz!l3I=G-97tP1?t*^)$#a{!@#q1IFgi*kl-Zh1}+Z0#fVw65k4WIgrr0sO5(Pz zE|PCLh|CEU#`a{rw6cmk(?}I>^wC4$7vS7xV{~*bmoKn^Dc~Yg!}=_M5tl`8`QH4~ zdUOl$#{V%!#PBNySHwPSFUe>*C(Oh6QVk;nIm}gNA#=C7^JpCsor|U zE~A6Cf$WV)F)rJ;tR|}7B0zXdxmYs@vIS)cbBvi*@Wb2(Xix`PILRc8Q=1`i@5PLfpQ>l&$Wk+E=ZKp

U7ifXLiy_ zASS>roCf{)v5^ryw3omdh5fo-U#%_?+dX-MBh)4tm ze`k6yXw`sxj+7ekT3cm^q(l3G#|l&Ff?D^hFSFfSH4e)k`=#{$qc#^2NssH8F6CBk zh(VbeLigh`L$?J~tJC3)lKJF^+KO&qqKUry@@Uoah@8XTEf9? z2>C{z4h6u(%^qJnh#t$y`xrhVoFgJCYGHpx6m(gzZsKgIhA3tB zQ+@pO=}4xZKkD@iU@N3EK}ku8-#*U|;$$H7N-=>rmVt*ifkpuYC$t#c>%UGH%Bbq{ zo<>AuWJ-3nY^N%6qUQzX)Yo)qp@Nb8PGcz-N4oaIz&jW+mmJma$ zfBxOsaBVg`bRl&61KVE^wyTu!f+7Y3_kosL`wP2kQvio{aMoXIeCa5W1CS0sZ(%JR zo7u6AGKOZp0S6_AQA==gDU-?*66qw@g=_z59$=z$y^f4Q7oHXQ`$y#8{s6D#H8$^o z7hC~d__S(Me*wPfYYb*aT+vUEPl81OJwnXM_y$3~m4^=njLq5>^tn&d~{2*r8tpUy$D}4e%h2(x&?x z#I~t@;8?g2efM#|XQj+1pqt3YKLl+=yX36_CDQB`IqnO)c;g1E=)H9YXix&FpDAR$h8Cx(b0ip_es>lpoU?As+w-lhGvsShUn2UB!)h;x0Ac{dKt;mI`tmAw# zUyxeCKLg&NL$XBpck67^Tdz~@_x~JpiFgDjW034IGNOsN$-VxyX(@`F{@rdRG^l5w zuZX(HQyxx4!G?`u(XCP+2|V1VX$27^ZPm58fLUT)7)#q4P5=HjEu~qbh7VR zS>y8MaB2#6+b}CQ#@|7^nf%I?@=m&W!mf%!@Uja+AHl0M61lqxR_(HI+E`)=;>NO^ z9I9OC_#&EvrG_DdDQU=DfN(_$W)DsS z!I_!EWjAPABOWR=EN0lNPB^JHotcq1cda4k|d|3 zU_e_>J}kEDC0yUVbMZg!`P=a8RvLF=C@6ME>TqWu{b7zHt}`+G*eOgJCY)@?N3bgj z9F~y|wu2|scEix$oi)vtA$5>VI1aTj@UxYNn4jieN$^G~7{w}vP|L1_= zo7yMUos9o3On07~9P#hXlA(S||1NTik5C#h&5OO6`{$2^AAU^z|Mnto6!>Tk=RPSw z87Aws6C0d0y_T|m@kiHmNwE4T!2`Wf^0hOjmwzvsYl%fsoCw`~9+yrYT*L4}gL5Lw zutXx8C*Zi6D%6uzeSPZO5<{ugUC3gkN8&Kg+!qch%1QH^06r)~YoY z9FP9%{H52F9h^i0{SdmhyJc(bpY9ew z+dX66LxU6rAbxcI40IaxVzVnKm##}vva(H3GHgLE%`3mXQL>2U5*xWwbe34cFz0%- zGxoSSn#XlTCUk859-XIr+v*0|ZX;@5_W(K?qDOLxQKg>5Tk&x)9nN|0*+)MpfnBx7 z(ouV2+--c1RxPZ2v=nB-#N8s=)?>14RpilBE0gtl>3B(&vHykyQ<)o^SeVpA8Nc|$ zjeDa9X&L9!>%Zq#w_C>fEs`oLhkj|%?hVpWJHBC1LRWE!j8%<dCU z%~oR}Aq|TuT>8t_)p^x%$Xi=z!D^DwR4sYEK&NHfb2j%c%9l2ys(8|AG&kx}1#SA& zN;$sJ9oN|v%IUH^i^)%k$3dk=pYmF-JFn(@ZfxkPS$hs>d2a=j*36c9>4i?Gi2c_x zViMdiJTTVm>mLZo$Yjy`TInyFMBo{EF6(;K@1?f-XYc5wA}sB;1C`d2N-cZ;m`{Gq z`l_3Ur`Ngcy!!}6%~!L-INhn$2&-@SLK8Or@}%w~dAa)my+gkyO`lkwOpfmsRyrNI zTR7al?b)Ogr?Wo$D8uo!R5p{o^QNep^1hFCo^$@ldf5f%)!hJK^dg!CxJ% z$!#54Td30^7 zxP;hGiLv70U&0q0GH-TF2|DQmAMqrE10iO79SB z)1``wdCy?3$9zf#T+I&|*0qK3MtRBv#3gOlE`A(Zk=d~P_Ft#BGardbXC4Zitt$*) z)syBq`bm?*kcK%PmB$e0F)Wgs7|p)=;a%_0QRZw5%7Qg%@341-FPSsTW^<$T z`md)=SzpIm7x9g%-!2}X_&QxJmr1m&XBa_c|LbL4sR}+5fgHj1erc$O>t8J2O?FOn zxT~}r!CoZpjil&GuN$Gu;wYSSKLV!ona$l&5o0Y6rr|jmcmJqxLI9=+rFOBR!%4?fPlZUZq-tw(dX!=Y@c8{cPXcw31aJ1#oi9)imjfZ7vsi}*#@`~7T zG-Y~=cJZ|>)+=JtV#;DwXF2qG6Mr8~oyc@@y+~A27V}IOZC#wt)eADJxb%NzQ39<0 z3Za!C#W|jW(^(e=EjQE)w5qJ=W{~++Xk(=0Qv9#tl|9c^Z%Ji zf+WR6H>fE1e^D-#cqCli=Vo9LFDKzV2#!|Y4^Go~>XmjV;EeK-W2*u6bWEeNOk@)9INJ`P9^#2jd<66iZr?yW2(I6!B zWG!pV#Vu!S-Q9YAntGE$dTF4tbnm@w=gzC6M>4MhUOyULTEE}1&FPFjIUc@syI5?A zvqf2hF(p&Q_bZ0$NL1E-;4HcD|J(BrR_=1LO*5u7z3KHJrz@v3)E-pmEEKGnqbt{X z9{f{cx@r8+?%hrKV3{|#^sjh(mDnaqn2Nd#=Q0A_+iB`b1qC?SQkJcfT+roYpC#76 zk55R)y|pFYyNkz8ZrqzTXa1K$Q@3lBr^<3DdiFzUpx zR_I@6({5{Dk_QwFwHuyEzP*%k#3*L>xT!2VDaP2Dd)YqG74$-BKe7Op35mYzjnFA~L zTvsP+Ec%mnn9sk?%K8sn^p5&d>>tLemqGGa1xfQXAT#i|@YYLCg4Rz+lmWsZ` zDA)K#xnDBZysc7|&V<(5CCz)V zP8*?zOdA!WzL3$+KV3TZ&%Upnp>BD^rMj_h-x0k_q%eBr^Y^Pui+;0CW0qU;apjb(ko#Z2p$qnlGznF4fJ=N^FGTcI~euWB;OYtvJ+X`B$Z# z=i*J1mxXI`Wh9rW6r%I~JeX9KWTK`s_VO33eUup2yZ+WOwod=@iBjrB6iHg}_0}OJ zlk)|C!uD}uaVbVRw7=0r5-aEET?aiEch;uvY4V*!(xNA-$tQiv*R`t`8;Zv$ank>f z8q7b|fINBRous5GfiwD0DXO8r(6^|5(zwy`8XY=7#`W8ylh>3dvTNrzpI0`ii@#gE z%I1lViph%$H-3EPMNybdd3JlCwcBP*rliRtDevS~xKT#l`UR)S%SIx{KN4)#^oY@g z*#jZ}4%E_px*qcXcoYf+lOtBkd*Gzf zo{04y{LhfNJ=uHTlHEc2;^1e0=mZe{?N1{tKmguCGd7d%aX76do-3I`^nYxF;kgI{LAZbj3Tq{d$$%qcwo zDSf(^5_2RYJ3Af}+_33N-tXBZtTXH2RmpKOlB6_n!*}i%Vmr^_d`p8Co3= zH35k%qjp+c3C`cc&oEHX$OJ2ypLnV$@JKiq2J+CFxaL1fc;^lr0qSX}F}Q>jgM#xj}W^w~%XUyERAT z`t@|HOLVu@O^zoNpcMkg#lc#Mfr7*B$v~ok*FH5hWde2&wnNZjppEXK>HPF54sv*1 zSNB4QI97mIeO_3&&9C41YhwgOC72o-b%7+0ePLeLp7pU%+EBQVXXbe z$ktxuQhW5!F378Z=WeCVWQx?xPVASCip*2mGuUzK|z5S0iq4h ziXfDfQcs=oeUnqrHQ~ZD+58N6K{#I3V2#eF`X}qk zw@;tRXA&V-0qvkWNrc@|xec4^*~zc&guxHb)F@l{HKqMtec8_%e7^dv@*X_#B_6vK z-bdY`d_fOE>;(8Yq_-&x3kAK0+dBx2&D);9*_-JQap3b9DO0}KU?EMcU9%XY9N7=w z?%`2zwdg!wYzcX!{AqyoHiFVH#pO5igJ@kgc!^p|#u$hbDkbYjqa-6MG+t1DQAyq6HF&KACU3-Q_P_NO2zA}O z+$Z?kq&TEcEJ!M;@~!)YeK6`U^?e>+3Ce%jO2wjEt3EUMVf$qx?y8hruHyG+E;0Fh z>2Ms-X((pMtk{9XRm?BVKn+W`!;>IL_o4rN_wK1)qM$9M4Vj1ME4G<&;w_oEEo^I} zMWopQI07vrXJeJN?8I`onQ@XW*I-(`$(+(u@`gr3-gV5|f#g!D?F4p8aNeA50(%v; zPKsEv3s2$HIF7X3nljmJsg7}6WMN!nWH1?S;?_7;ZS2Nf#m~G)tXP{$^Eu~pc!}wk z&n%vV$ttNfyap1|I-Hc+-ajV5aS4sn!_n`mSz=>_y~D+5x4i@kUDWSTp(aaVQ_%l9!S^U&Gxg}(=W9wTsjNkCp)XT($T#VB>Fq<~yA1aj($-_! znl_X}bV3-jSQ}@pg+mKRxVW7HdKf-2{$i|>`<)DJ>*8-YIRWi2Fj25K;OQ0J^MznA z1xxONHHaZ}7N$#zAtk+^SPtnFxbHxYx68ysB!`G)z}B9k*OW-HpKR>bOT_=a$*1DTGI8a>bYC^nIK zJ*B|Q1N+&D5ECv*fg2LAHLM#Fm#|R~XwW+SSaHqZwOP>z{VBhoQr?;_yo}&r40V?a zH2B+w+sDl=mFJep7(N8*+aXulMq?Ih6dr71*4UKg9}N@gA6{ z#i&kS;_QOOFAEaetQs-ogT(OCn`nNS(AO8boEgS^lzX@pht=SRC+07Wvo$ZZ|M`_r zyyfJ$35le^5%boR7tI8|Y&n_a7v=2NnZL#e2jvD@{hnr(KPV!xd-QMI@{?q*R8m8* zl}|fe%(oP=O-jrdZ!+XQ;K4LDuA2?h^5%KRU7dUIk$X~B>Q8-Cy3}V&4Gpabo6=f>|q_fVRBk!@=67uTEp4+u2$7Cu(Eg%=3R`!U~rfG04xRu@>xyLHe`c}+e4cfm`% z1;+HGP^~I2&X?nSM1N1J|KiBj1s~ntTKel5f%%g|ls^3veq`fKf5|()A1td}M@2ab zsdp6meEzub*x+nt&xLt~DZ5F!v(-bedd5`ya2qFEuS$32>vn{Fgva;3wU8f7H%aKp zBjj(XTzHL529P7nPv;XGAD(&*77Jx?0Wk{;7RM#ji@_h8%eOParT!On?;Xzd|Ni~I z?CgxPNo1siWJg9wHX)HMvbXFR%1C7I5wf>3UPy#WB6~~rN=DY}I-k8ipX>U5zt{IV zj_ddP?>df-_wg=XDi0P>VtV& zrCpouEM0SXVtI1O6*GGddJ2l%7cSZJZ5*=4;zs?)PZ9DFZQfYnr?B}(r=V4dz8hR` zPmT4wUh|gHM-dt6Wppl_+9Yr^Rr+)2t5CQym#JSTNUY!aZ^6r7bRP(ql_;M-Z_)YCclVyp z>7PY#G`=vmqmAL>N)M4x4Ldu>iM&e*$Xwa-?{nYJwmZvu3XcT*yP4$%5!XS5w!YmJ zNKDiInlZl3_{BTIc_O_0xEFTnN`bf(#Jl<1X768;GAk$v|GXo-ey3B4KL#&o=*ANG%|{=8FGr9+F;b_rDCF>v^~Q~JczAeL z`7cRK!h$p@ZG*^4CZk%n1!gv3?QkE+$C9;1Cez~Trtu{mQ^}w6%jeYQ+heXp9yzOP z`V^wU^Ky`h`NIOINTELCR0zZYImZG`a8c^TWB^uBfN)(}RyKH0C04stdKvt`TZ>W{ zFgcmRF%H6^0+%AduENO~o75A#$3}Rj!7DL#@;`^HdqQc{ci2Tx6C>2q(Y|{%x_<$Z&0%9WF*P;y!oj-=w|V|{E66F>E<)f8 z-u=L`m$=C=Ftq-30B(gfV}E|GF^3Dh-mJK_vdP}+USOFE)_LqIlE@+g{UZqg#$idM@Efe zCK@QLoPBFqlGlpgM|52i_buHZei&RUsS1>iGmBKAV1>ga$At)L7GzTGJmpQ4KXgJ7 zJ`9|@f(#$-k4%xa*a?Vo<*Ya;{w|;HUUc0PvtI1g&CTf;beG?&7YlwT#w9UvPN8M` zR0i zj+tjqg!)TyK@>Wf$3Hj$d88YSV}w*HVyP13o>$0t`ct^8|_g<@dnI1dUeP-&`~sT-zLR zgh1+&H#B4dB_yPG9KOkT4$R@?X1C$Rj*z5qSx55J zpVp>=z_4qmH@kkqsb?zx0Q);6o653lGQmvE_YnoAtO?RkdivcSDslWLMw zB7v6?ca>{Fd1yv(CTma!4y?8A6oTFJzdO{v2{tNBk^%4jNOX2KYa@@7q6W{^cw4HU z%g-LPT`xQOez;p0^Zb3Qga32tI6~rjQVwdtm)GMH5ZcLtVM$i-18u*QL4_wX;SuU=~dN&x^gbni__NXThwV*DqccRXZJ z>;3>Dw-0dCwx}!K#U`dDB-pX03vu|!Xa!a2PaX4oa}(GvKHhON`uLC}`1&JLOyVCK z;*4F%m(~v!w+GauK7e3xGOPBg_9+0jK)d0+enW!Cm?fm$T>N3|3{|7rTcVPOfHp(0 zGHOyMuIdV5hQ9oeB6zOX4kPLT*eFG;#?J?%+46uohAf?^3%1esPS4)p`o8Q6RfP`t zjWZ}NZtlv|sr}G(u0l@0K>`d4lIi(^RlxrF-{Wo-d$wX7pIcHwqIPqa8gm4QvC7Ba zFQdn9GOMf8)0^%V8RR;_4b=w3kPHSpDbNo=u_&0 zY&hV?SrAZCc-QjY)71sXS~h~hJcXx_15{d=JFw^i(N&6P`W0eA@95YLtmwuiN zP_-u_5~sxy@%O*H7Qln9DQwb?d@o8Lsv@|dror0_rsn3jh=m+v z$n*Soxs8qE1-q(y*H*DIeXr$%Bq0Y1KqT+C>VZ26HIx4&6?Y#viDQb2k7f~Pa1U}S z`$>p0hRnfti?>^Jlsr1*>~iR;Qz0x80D6LyYq!AwlosLog8boH}~kP2s>ZgOBY)Q|FY8+j727(2wCi;q%_J1uN2>70a^%CQ*s5*xWeX>g#Od zjEBaw*UD>0I(HShxBKL}ZzhvKd?yhdZ<%i%S|`msf}eLc;Yw`9rH~g97Y!7Y@-0F0 zUsfopu}1}wSV$%5T_I0K?#Uz?=ENVa$2!x)!<-s-KbkMDyay#99VmR_vTm@em-T1? zoDOt*iA7dzL|+hXCU9KH5JW{KC6T+ZC${mOA^5vwtlWPWW=cQF2lR-#> zMaPD-vmixh{(@g%O|P2GR@J%cq?63Y?Y^8EM~|>KOqtI#1pxL62=LiFbOlHWCeryxWfD{1^%{9)?g8_bhz{lMDlB1j-a@Tl3F zAW>kZ@$3eyU+BJLeofIfb%FY9%zKH zy@KrR0{GTX12^PLR7-Cw#S{Ld5dC_>lsP0WBEsc)Kdu|s_}3Tqe#K?>`O5?a+1b)T z2`?fb(B8JL^4p5-{xGl|;Z0ssS7!>h`e3)*-wu82Z_HGpe$2E()n^fxRMzZq zTSjnOvFYCb5{pI&uK%|cQRA$%+wN*lO5q!$cmZP!(-zimhF&JhQ zDY9n*T3yn8eal1Vy;0<*Er9D6muU zvWWW}IEFuvn{0h^@1-@`cDKAOfbgTs)#dr#50K|mr6_6bjesmi`X=ODt^FW_;-V8D?h z)*KBmfqiS=vL3}hmsooj6uG-3E_ysc&nMb;N%RX(dA^^wyn6obh`$NRc_JmwpicR$ z5)#j2r`5jB@}N$z6DV#m{J!S@hZyup2#L-I$f2H~*Vx)~V8%L9zL}B=}BStpw-ZlS{caPJjg+N|4uP>d_}x zQ8q7HeP>1z>_t5`(iBVg)<6*}ZDYf8x)mlBV(#6MVOBA_>goYT8`P@e05EIPm_61M z5Mo4AnM;-5L0BAot5b{v`lL<^y|w!?!=UX1k}Uv!RAxGLv5x!k0f8czfIR2!sY)VS z{)FM~q>M_G;(jE<+fMwoLT-ra3Dyk!5ffld$2UAKX`1XjN&%;_cu@u@lp6gt zaZuCtx`DOxJIC)?P6H5(BVw;iPq4GL-Y#mEK^P5PfD`(2YjC)KQ9V2Mn^SnNFdaw? zYW{~>$7swx=6Gxacx8x{{$Db}>5~l)gi!!q12{Qh6%raM z-+j3?vmtj^;Y#n^H0EU5P}0)--fK{lg7*MN++)L)E)6xcqwc%gufT$Z0-fVll!K4# zpqrX}S()8tl9?Zf{sFpa0`^Xz1yp*kfq=_%DLZU!!^PlrbMvH)xI~oKu&}$Cf8uJN zW~*qJHbBC!&Wq@^*DiyFK$Wc)2L}hJ62HbQZynGuY*02LX7MWXh{XJSS?OgF0YO3B zrzTrK5r(jaA!cyUxFu{s3pcG2*>NTpgm1L^Qr6dZ5fBh;BMA;diIBt`BcAzLu$s$* zhYkp#AX8-+q@*h&bCzp>mHl|b1HH5Az{d7LG|!O@ua0x^RbrwUxXzQn58&+La(k4_ z2~hH3NIFnAZtrsFxZj07wGMyW_@NkTlw364>J2W+YkCc5)ZqNc{{DSt5)#aO7YWF+9EL zQIf`01ZO8tD`C|`pd4@m!DQ+9?o0W7-u;994d!}Z7XS;9z`H}3?4nBCfLI;w+v>Yz0 z`S)Nj0K?o(l3gi(A4WcocZEl%q!su-00D!;r$6M+BAf#f{;nAS2SE;0Aj?pV@c<;P zn3(=oWkn!00V7fc)hc!TUaG<1r_|}Z6t+!846q#3B3*Cfnu@>qdD(NDUHcw;d-}Ca zDcz!5NBf%|jZO32wm^j8May}oVAr4IV2fljZI1Zqie^lNzh(1aOWbI&;wPEczF`R# zG57CxkWFOfkv4vqM-8MNADLQkZ=U=f;6+DOn z%T4@e?IftUAuDIbyawJfz|!=ZJo&)~fHT&j-Qaw`?D9ph+WvY)o#DH8zkIcd3C|m7 zeYYQHdotc7wVQnRotJjz7Ync|fORqBUh~`qqKg;lCBhG3Vv2r_BqbpMz$ik%sI9$` zxBdsJ7HPlq!4gk~Nnqf7*&E7^R9+~uf$_>6Tl6~((R5D;8{C?-MutGMoiN;9U zH}C2I`C3p=a7M0=(ttTFwCM-_r{wdY2i!YbD~~9!2=eMq_x&-67!0_0Dwf4B<%hPnL8}%1? zE)m0d#x2!1M;fVcPeH^#V67w_PIWh7=2yx6k2Y4fo^|6^8$=&oy88ljgF*nw07IEH zo6tlUoPF6~{bgLdR!$BAOaLAnU2AAC@a^^%l^r}UZ#}U1Rx<+1S#z2^=Z&TvRj_7{ zEuVrpi1^KIk=O%gbvi&?!QFTPHgwRmZxh_8#Qp|b>3kpov*XdhvvWLPUWkG^MhV!W zP>$eCLmU#oeDRzKB=`yzN@PpRsp%R*;B|UxFF_3*FfczsQvsg4#$)fU{$a?b+HIcD z*$;M2-VvsXny>i@zj_u>OyF4V$JRvB_cnL}%?~eKp>2q(23`g92{7}>IfqKDR*p-z zLjw-Z#rqS{p7JyGj56w<>(1R760nx~4a@Cm|NQE7zRM}k;~&f#g1#bS68quyyQQE& zp^7SwNkjc|)qj`YlR<7ZW&H;YR9vhWb~-Js^)FSrMcSb6H@vk9j?Yen9EnmT90G1c z2NI@%OPf8*?jY!{GeN-pYD>h4gRIiyLSWY@xZ9}0fxxSiNv@%fom;WK0b}qvtiQmg znMa7@sF~^0^=aIEfMEv*1z|THK@RcAqpBU;D*S+bgp40}-_KZX6V`#bedc2<+d-oL z9~$5w00Ru6B{r;H02Q?^M1B>yfy@HqOx zgSLDz4KNA?*E}b@`*fpg1G;#+P!0e~P~|pjbA~F)91y6;y6Zw58P|V@78L7=CZsv1 zT|I_OQC&|j9ALPpvPUAe)4j-}#mk=$!N$wK_!x#O9HbbVq?gY(J8jBOh_0%Bip(So zZVP~b8^O!vq;WF?-Ju}E3jq;sg2+r{CsD; z%*G#K)~8RSFaf8KUc`XQGot0@gXkx<1!|e@Dfa9-b%~EofWd?yW)5pJGBL-C2cI4M z*tm8(-Qx?Obq*#gUCiw=n4u7sKCBN2{tm&`0q6)I9yrO$_+a1wzRLGtyHr#k|3j1l#Nqme$Ez=`&6XM9iy7fQ>;0>n^AGW*GqIVO zlnzO#>I6` zqxkK)D+Y^S^z?`yM-OG4`Ep4o1len0&zC$EYndXNzIzqmND%Hf!1zWS#5fiB=g@yX zJNWQc1J4EMKV3jO0_R{LoWKB-9@JH{Fc0-AjHMN^OVr`KixC)LU@EVmG$#=pM_Vte_3vj`U8D%=V;~LJn4Qur#jGD z*fVwB^O3|W2h{iW@D>mzcP&GtCy820X2IL3}VlXpU5TO8!e0BGAdcVEu z%vtp5D*6B&+ik8|%XWgmeNiZIX8m;X8XTx&Ts4^jS_4-7U1iJaQC_ay#fdYm@A}{? z{qY$@rW~rIZ3ULZK#!>>VVO6&dwPPDIf7-fXLf$PHPeN#`t(mGhR*-sJq!3hJN?^` z^#CWMO^b^fj?y}z_;GNJ0eDR*y~oxY-_nsn?3DNBO$Y^!p%nH3O0pWz8pinqaCbXL zJ>~{p3|#}?zjb(CBOr#^(4*AtEUrm}a{lQ1umGUxCMMZk4x{t8ff5XAur@vt0D*!< z6+)J*fn`9z)5ot4kE>4J{PQF30FoFZAoao$CHcr*!p6aY=F)|$TwJYy$yxH1CKTE8 zq}5tba}Nk$CUX&Vf*TMygb;}y=wzDN#%*p)cNZ}%s#q8xj6 z{2;ACP_z^7<93MmcIA~N#JWxZx|)Z3+W{39sm6|l0HmxAymzS7BC!ax3}~(OwgWta z3$*m9CKh;W+&R$wyl&vbETgg`qZ%$%Q0gqqfR-?X?1W^@lUdULAi2nAih1ay*rT<1UMcypOK1ZDgXM)Y8fU1Ntq*aUOI^LH65oI0LG-}azhJX3Y0KLr zen!2HcYssgVZrLd+MxLWpi-WP%LO<6?pKlOz);=}W;wpK=j<$i!2bY}hJu6xv9qJ}Y$O}s zoToga`=n)7pZ*!#yoJ1<#$72)BU^j;1zkhNq?)tMb&GHi5(Qc2$Aw>nG%vgW6BI1I z(SU<+7QqsS914QU5@Lv^<6ph@7<*XU_0WDdVI<)>6a&c&vbW=NhMig)){x;r!E|BZ zqcec90g8e&LxH|5Fo%$-4|*qe!e3M$5Z)d*LfOQ{8Q{BKfMALbXqrf+25=E@1Ro@? zh?-Wbn}NvWXpl4iYzg^mfG;CBCdglZHh4LRdO=+0*u~^A6Q?G*?I~2VE?8AQ@U1gN0$xf(CU(5DBmxBl^Q_dv$e;{Zzwi`mT6<;=ANLQDTU0J{~NI$2VXk^z%7 zu=V(Xu7gl}K&eJ9v4zr0I2Zr(6(DOs>Tt$Btn;=07pMc;?vEhU5~OuUq8Q2WHE|I7 z+QN~4p?@PYsZ{_W$4AyK$}1GqFPwEd2=_*J<`En&L}Ab|3E0!&E&uY90kiMrI5x?*d;4z#j8vEUp8d7Gi>dvXWu&igTJ@c+7L- z#`g`;@t;i}Iy#JD0|Q3Yz8)vsTnc1gI_AB)2X)HGV!s=Fd^5U)`49-2oE+{pxGqzE zfh`=UjKlWq&P{ir(+z}uDge{LhjI5;mw<3`0ZIaxUujEA4j`0On01k9s9yX7g^Q~) z#j;`Id+)^Py8DsP42Z{1O?6tC1I_SMa^sW1 zI8GPrQ&_hgjm0!h=4jBjAcO((2zY)Ulvz;YDI^ zkUSs|kfSs{0l)w9^M6URsdBwU5K;CSy5S``POOF^5`oH4uQ$&QzyE+Y!^PRwE)RuXB zd;clErGDhoReNo4!M4x{&$6i|=I~YX_OExL-baN-z7|bQma|hWj$F&~oMME~z$FSu zs|fdllM}i%aSpb$Dt?z7yB3(e7dq@7nzM)Z^zc=+qdmi|^&PzQCAq)i>HpN56B`nV z87Rb%rrPX^!SBnz+3WWsB&ogDRL4VIdyQ|fJT25^9Q8Q!8dt%;O}2;@7q0(5d20us zLnk-rW(j}5hORi40I_M~^kl8dGa)#I2jn9(wScpBk+m^BeSIPrtBn5iVy%H!2 z<#us7pa0cMvL2cljDT0T!rDwlg)}uWv8$@Y4Gn!O>t4T>uiDcf9fR1gj@2zjR3=46O8E9*VTzyc7LV-#gB;pWZ(+Jsp>g^2%={hj^Kwb}!5_N5D z_WSVo31v@uglE5&7plQ?jkg&r$ELDB>7gQ0@-^q9&9e`BurYT2jS$!Y*g)$K+$m6m z{wlhfZIuiCDRqiNAC@cF*_EoTpK*uxdaH2K<3BqF@AX99w?}HQT!MJf??VJhw@xSb zzijAeaE~`SkZU>*3l)tS7#NU%x*2AV-$yBfF}(*5h=I%lH{f*K1iFwyCUeP}WtV3b zz9miB$z_9w*T{CcXWMJlux58soC=L1*x8ed=i`gbr{OKS$L6kfH$p?nmqIRgmdeH$ z$?OJ~UES9QtOQF`3*t(A2g^gU{T5OkmvsjVjum`+Tpkn}{ozEO7j?WBh)X`e(?^<` z!uj#b+V|U}-Blao=U0RrMyo>cj6HaO)l)14T|_Hj&>+oF@7#$PcE@dmw{3#q)#$hc zZ;LJK+jC<@H;}O2Z-LCv^5277)%D`vdH#Rv7ytL`{=YiU-=p61K_@2n`e)CGic-&2 zfK>yu`qVTuaMlm!9|aa*yoVKQvJ6ziGB9`Gt|h6YI~J&jbQ>B*?2{qiuV0<5D**ci zz%BIjKKfS|7Z%PWE)F5=Nes>q_nGF0oBKOZaQImdzhbEB@}gBeGe`0q$zVCmJe=L) zJ7eW~7e!Ge&^Ofqo)R?2GsCI?9Sh8KThIg{U2S3d!^A&-?i})%ZQ;uP&gv_@AU8su zJ<_Jp=JDf^oSch(49H*H#L~xiMeNIg7y()jTj+c?c?g0Iqz5iU_&T}$TXypal@{ZW zKrQ{2fS(Wtz{ge}iNk6FO;Atwp*12jX}tV(QljWTeOaCrUB(`6QmW`bf=I(on4L=b z*eIl1DC)q$52|PX=rKS%go1V$8rs@FoWwVVa{H~;>U7oBQ7~=bT|s0XZ6r0U3LnPl zu<9z-LfRs!R;zEf?+v#Z--BabTPn#*_zr^@I zeta1=YUn^}S|7RoJA`vWFr;x8PK?Iw`T$v3|A2ho8|icd4FmzW9sV*B;44vx2k85E zye8f``dw~Hxc`cL>gW_7t^(IIkUV`|c0Fb&hW^NKo)1luYP_#ITCf3i!N?LULncsU zU>=^2UOxnqB<%Hnnv&gChrljl3N=J5DJh^D!x|2qNu*}nC`<~~VvV!>Zo{~QjgT#W zUJlfekZk>{k^%KXncRL9asUL~-?B7|4vt{82FVTq^xlQOJXKW!2#avlNtd&WP$a4rnAO{k zQogi<1}xQ=U-hidM@RfTO;NrxH5-0NO$gHm*@2@RKy7xc3AYI0oIVkZwh;Bnhv92Y zBT%W4`8P6v&AfQV7&;>7+v8G@Cvsk2etLZ8tNQ=?;da#jocAd$od2Fx|9{tn|9xBi zf8?DmX&V}@yBYy@mG&v@rgp8XL_&|zo1Lqtv4^!}Lworn<#2BdaRO)VjdWqphT+00LJJ>ft%?B|7GOC7GftI(HPz2sInEkXW1Sr=V?%5`fa6Xk< z=9%XkgNZ}&^POEAL(LkN$*2H7&acBn?B-Z+NN+iNZusBXQ!`_$aN+zqMr3Y*#UO+d zJzZyc@KPd?Z%p#Smoid!2Iy!f0q3o#wZ|i&6N%2-?b$RHi=UXA9GCEZw8THxjX|#r zA41pRXE2&kw_w*9IHL{}6v*0ODaWxBLuLJ+jXdZfnw7oWCp25Cyp9`qGvAn3`~J!y z{7O|L_qEyrohhVdJtfUPwJAxFV~ zD@y@S=H*pLJu>1JB9{W#~^frvKUr9y10_~NN63$#-uH}(p_rbeu7vw zZgU_d+g9owL*O+btP0dx(n;TYhCpWPJ#>La`HPLrPI==2j#g8w&dxP|`-wAxe_H%) zLw~;w8QuFZR@*kE@b9mbPAc9O;Pi(U2VZ=}Dlq6sB7!xrKPu>oGK@ONe*n{(h92um<0U%x`Bbv z6E@C9UwhVRDe>mDOr{oiZl?R+;WHA2`RlIrw76avDyyATfT4D=HW~m>*T4e^Dl zC*`S{;a)9vNf->Gm4OxPNerTc1i9-!yRfSmoC=V8VruH%O-q5zZ9)yc5Nt4s!j*L_ zz&L|1v@mu?&&9k}|0=+uuu#YX48YysWw@Htyh3m%!u`>}u><5I0d@Q#H_xSB=zgZ7 zlrZB4ia^=&VTh;$OlVJa^z_ceb$6(#Kv;?zip{iz9 z!`^{lc;RA?&+Gur7}@Q?X9z!pMLW3dY|S@|kh2%@#Ez!akkhCSti$;R;DAZ0*VuXo z^@i4WOuI+Vk{&Jdj#l7?T_$_$_X6*i5D^BoUwZ-@=}5D8{eV@Dnl?i~wY}1E#g(iC zOH8Ae>dUoEQU;Vq{!_i7l;b4=?!(6y#%U~!#Lk)xLpo4@q*$bF3S~dou72QH18oYn zAu!#^!oR|r!plPjepyd>u(9_1%VJ<=9&UVb&2K}m8pkExCC@%bp-8kyuiA{1mJWv_ zsPgD7*zmyb)?D792J%%fg~?c37h#@Mc8j+DVnUgtsId5qPD4I<`D=P^`m4!}N{NaN z{g6*42@kKpfVq(G(eVb0QFzrgCfvVY5FQ(N${@#-21hQONWdt9XA9cL+mM(*1BC;| z`~3erRuUfbk-&!U=2q>|hfF@{-=dx{yqCOCYhfjj<)?7ds6f!c?4df2X8*3>eYMAP zEAelHqgMm8T~$9Ge#!o@Iv+cMudmH2Fy8_jL62R|XD|00%M;C=qaG zxdXZwYGJ3ZhgT8G+E=j%=xmJ)2?&_s-vMW50uU}u;pYc!dnY;Cmmyl^a*KmRIGkN` z1wTad-o017$RWMYLp4|cAi9E;+V|Ak0}?_oWXRp8sRU>y(mxrFef*8!6M$YP=ew@B z1Z~bCV24^7ge^s>fa7Do6~}=X7GZ^@v@iroBa*|x3qXi;Rms>4(l|py(sWf$8Dhc$ zkki8PliRz@y`2t3tZ!tbhTsmAQE{e+50zn=)&p5Pbaj8{1`_@~Z$qT1n}RBDqAb+@ zziVT+8uO{Q3IuY$Qi5oxC>8i_a=5TYSnY32B3~6!2e_-?j6RXH?i4DBx3~{rww_q3 zWX+-w0Diqgx3pxax~HK20=Du8KZAGuV$dC`c;`orjqkn>4G}$5gOnI97?k~c6Jep~A?65qL1_BzM?Ch1nyd3Gmn9`P zx7vX!$SgoZ4qH8WgD)tSU#HxD4Xx+h*Y$z)`7hfwfX)zX_4w(nPGr>qPTMzc=-$Z@ z4&UjSQ_cY3Q`27$-=HT2`kT=sl#6ISBeWL})I1CG3>@$mp>i4ECbc<@W^sONF!q!p zbF{?>o*z6Zc3V;?Rs3y{t|@$R1j12``}eJN&xilzg@wf2iPQQASkgY6m)s(ptjw%t zm7}TrH<0_5EGW&5s$WQe;2ds*>;ygHkU!g=Of3pFF8F`;CY3j_-)w6Ov z?22bt<8Xin1id)spvxknUo=>Uq4)G3ZYox6>;^&B2YvGG=)K*JTjgvpSje;~m9pS$ z2qDt(N>O9ALi69Ziy1qI*<3?j;T|>RocLZ$NE6h_)@!fSDaO>r({#nM*}{fB!* z1zNy&Gj`BI7EW-$D^&p`IanC>>pK3^tx=|qe|Lc$X^jleX)YUV-^io8_}1xMyv~0p zM%56LD42gvzn3%+2qom5`!;{~g!+9dx^BNx1oF9U z42(F)z@Srn@IO@|7HBsONCbCpG!GcGVMqb|Z+)G#{rW$6iH*qASWQ)^3n4kVj*cZw z;TZI(mYhTbmk|0VY}Lb|bi~lZzZW|<*+8TOJ?6k#qpqvlMUaQki**5e3ABf|&C{VyrMGb@w&gRLP|Jcu_h0S+R0*e`Q(#`>(ci2_(UVS?Ek9e1?cc8|bN;7_ z_z}2qu=2rkiUncz-+L+NJpWUUbB<-GJ?F$+Twl^&TFw>Mxg`T9REgEC8hMa1Yha?p zO4e6_&?~$Ad#;5)@u9=sPE2#meyo`AIZ^VT7Z$S_KegBhUCd!i8v-8^epK+%>XNLC zJoX&5Q??Hg@*Gf1~pE__x?*F$OjqHY=Zc3PYNAU){2a z!~9)n`y=|*t+m7NK9`-2lKfq_pR@mT*OIPsYgO@!vV3O{N!~SOh0b;o^D7^3t$-=h zjl6BpG^p}})qeH9*R_|gIi<68Ziy-oE-+rAevC&wN+j2*S&v{p!f!q!>#UreGD(~A zr6(;H%vyJ3@b~}q$-GeTvbjxF>`ARHyUN`;7PI^3nF_?d9z0~DpSJ6GC9CUrTE3V* zboKd5R?+Kp+t%AlE#E#*(@)zRKW4=b2n#Y@=NwPpG)LX8!>-5tcE56Rs+pKu^Y_Ai z3IWnEYk=$w2I5|%ZsV(tKl>i>O^B1A6hA7q&TU@p%-Q6X8EX=3d`{viV9a={_w;;Z zR3s}u8%2axX}#XI=i~ixMusyAHE2+`w=r|@TsqfLLiw+l6DF{N9u%6U0{<0ON z9v#APs@#?7+hwLrA>k8ZSob4yBgaC4ky)?V?Z(fWLTZlQ$N&-G*HB-PX~54173sC< z6Jph7KO$7?N7^3}Nx_#=6D};aG0Mq>VhY)yee&<+OM?=I!8QuzSSZUWeyaVG6-o25 zkMRv|$i>AHsZ7VP?T)WHt?X)rYjv9Z=}RyJ^Sfe3@)fsgpLRZyDjf@xfms!i>P3>h z#C3)7MZ1x=&YVAQijfzeqVFkY#FE_4`?S&d(TW|Rd?tV7;$q@_$Ll^Doau`~9SpIc zL(|F^6(@39`2_ImeUF5G`0>yv7>PYo!)z9a><@{id9S98FHjX+G96V*$etm<3%?Uh z==2=9OiJY()oC=qcY_jrK?eU}tYoR(?$FQHoJ3rAt)td#Sbb|ATjBsst~ANsPfAPR zxFtnC*FH|eCnSO2Tewg>9*$?mW=6|Ii-+pyF{@nbwrDu%9;e8pzvk47y#GafjbKfv z%R-r^ZTxcan>Wy8;nI-hZ5n&&Wd+P31=%S&ILUdH+E%iTPQytdo9jqS1MmS8-DdeZ2G4rJ2&_FTKw#mlCta z(L^P^_2FQiJ`x#It3!S?`zho4!7*C0D|VW>Ey!Ol;K6hI+k3-R6m+upx#1ao^rZS$ zy$Slk*fhpd&YvN@ipyC~&W@kA3;y$xE`^9xN3vP7sxBlKuogah$B#t*gvC`v>Jy(R zaLSu~!Exc+Pj!jiQ71Eucm~ghjx*?dJak3Ms;Z&{<<*Z(9yqIqTqU?tR3r4R`e7pH zX;55wy4+Cneb1adLNT1lsEs=Nv?8%!Vh5wvh2X?C{Sw2J2xGpZjZwX=bUeM^9TzVT z0y@zA8$BOc>sRv`2ebEP;dh=%yP66T`RQG7+d<*-bEN}!9RdRgwWRXVun9q2bcHsR z>YfO0et}13XX>;cRpl=|AIy*a*q6x{?}&G%o~E8O9BkY+@I1m!k+SMk#GFB0uy7~Z zI9-?=nsH?ubU}729}~LTtj5xDueX~zRLZ3sr#UyC%H!aZ;MimK?(dDBts894x-`vC z5=<_2d=}DKa3Qyzo*XT|xrv=zp0vHOKaGd-k=-XHQuIBWc|PU?riS)8#+qLqU;gXw zdXD4f#1esE{I?vhkvr({Qk?fL$Zqa$3uYpEQ0aszWME0g%zl;Ux zgKOUsF1#<0?8ve{ON?$jyEFVH@tx?rj4x{dx6K&i*Hp8${V9?+=jn8y}^Oo;Z?TVaFY75L2)&| zrTT|rx6PzHQj8e89h2cAq*6 zuu2pkzAl{|I~wbs8jogZ7XCUl99`yTBdYw=i-G!4~E>sX?I;9uY2WYktM_ zqS@MMUqD--1$AzMhR@B#)$FO8yg&hGmhzie6@X4>WL6B2kV8g4>#qyVS`a)6m^dKo zkb#>I5iS-A3eivxr)VPOhDPw1bu*tsmduOg?BwLD%w)@ToWuzhPP6O82fw8xKkOc^ z9-nM$&BY#FwFyXZb2z_{K`HZ*T|hu6XtjCRsrKk{*`C3N?;FJpqyAKeIEH*Aw8pf2 zTNq(7y+?j*7O|?rPfZ-FF&xUl90hiA(Q+4aZ{lb;st!%m)6o{7-&ZGR@A)?(`E96xefnjZ_VMS;1Apmf!2T| z`>hgIPp!Y=4rCGjWL?F44z_e9cY7~k{`ARL+Y?dq&ZsGdhB4oBOukIUv;K=(@`_@vDCj-EWfGnn=bdgwGxzf#H{@I8GA*(WcrJS4LInSjjJ zEOOPa`=98p0Jl7_PK=(|iHKo_cb1y_pMN@+O#R}i;>y*chT=8eiF@ueFx_GIV*Jwl zgv>6pezqEOO!CM*vrV|p7w2+R#Wg`#p|IaWG$l`9%*fX+V&!_cEb_Q}G7?8VDeO~4 z#g~Dp79};suE;z(MK#5Ge1E4RxVk^L)R}n*-U}>=4&&@RvUK$yiV8f$s$k0q9$V_L z%Dbl6Rnugh^v?Y9>jf3r!(-Qim!W{un3{bkS;0)tG*_R_7)L^PonPy7kk>K;e_!3O zl^{HS_rQFJnE?<66f#7?23ypx+@iYN9Efx6UBCB(n(FD(7O|s}`g+|O_oKO`&5|1i ziKmW5?Bkhh5Pp>$Nbyw6VM=awC6hI2{UR%4d>1rKWb{7AUq9r?&y8hnU@qUDgEb`5 z2Ie6xL8KLbZPteo>}Cyz6Lj|>rg&19Uy$Pq-K>E8)A%InypGo+C(6-xe)=zBf2Hfb z&c|kr|N4?ju&vzFR2uu7@?7%Z*U}`04DDIgU%jrA=ae^-Cz2V+7%8xzOT&}Sd>Z;B zU&q0~U9EYxAY8UY;(X;Zy;Zd*B{Mu^J+yQ$&0fYb#zo%eu9h36nQv=oVa^2tI?#~d zBnTT$m%x<^hwcpqL(p-p_8Mt2c+8x_t-}l@lFDedrQDB|6qF zUj7tp36mu2QDGQHlyBw1!@S5?X=a|Vi#k}h)7tF^U$QhuR!2V+o1)C6y2)IApO`pz zDjWjDC6UQMwu0!ad2NDs^oG=!zkvOz`BwH93L9$=EST*Nfoell{XIU{NHbn2q6;n;q zgZ?ig)T@2VcMI5_SRNRO`ASgSI0S8_`?R87!foi8i1B}F!YB08sLL%MVi{P|k4Fz6 z$wZ)iPz{2W9i#wozKA4r_wFsY-vo^jIHqR()c{OZ8YKgJ@oWc+DvG2+`>xjhEXNah zfuWYS=NB2|W@fBgF4+%9&sBjkpjJ>2Ret$GeaLmb9g%)mz?1 zjk}A93z4cG8J*pGaZAiA?u}%0Z0~>PEhnW5FjQ+=vR)UZdM1MRGA9o1hWY;WOG0?a zze@IaD^c5+nAl&>T{WfgD%&$Ie01i0^LyG2x}VR{_zwM;5c!i#do9vaK| zbwyO*y!i!RX|ZoKd2D9V_&@GDzpJUol{*n6b#pp~niH_ffSUE*m@f;o*DRuw0Jnp@ z7fVmg_2n=6y{R;>6Y8hlPn~*&?E@w5^18W%GrW!Yaq-Az^kB(Is=Yrkdaf1Yf#Nh0 zk0{4%4#)27G8UyOoM8GtgCF$bE6+R^ zIByc|OlH~p$V~nliQH`wH6v&g-ruGX`8!6>p_z?#nK3YXG$55tm|sW$B6GY13gS+A z*wvY3hClG0T3QKiB}SePA{Ko6pl6L5(l?nj0Wz4=Hf4*6Qr7CMP2u{KkDs|UV2#(^5Uz> z)hk|Q`>j6Rw#`$2E>S)84x^xBh{*oP>RLU?S0(Qn<(BPIfc<)}Hk9_3l#^I;v~a_kD1*hIzX_$l}UKD@IVYBzE@j_q1eD`Zk>vzVC za8>l~H?rz#&f^$@sV}A-Gd-2wrEq`pISb~K`Shcz7fdgcaVgy?)p5_^&FOf5S8}wm zv*GC+N5+H}!zH_9zEyeC%=Yt(v_tQbPS#w*y1cD=e^~bmdl6e!XuqCNBBT zg+SExWOkqF^5G{p`;;v+7VmJx`7EaGoMbRyrlSn@f4FIS8l9OHGAuO|j29}r(dYdj zI3H`3kSA&(YNWBO3HN2!QtP!5awZz}_o`DXs%E(HrNh|Dcwu>2LCd?0pVvRT zW~_8P6!-i(IzJ$5X3nM){HpUz?K;Vl>z>!)-T|em2!48?8g|NxQUWjl3#qMQAUft-)y*__LNF5LksSS zCk_1N3%0~zL}as6Gw(~TefhPw5Z+78c)!^3w$*q?!f|vK!U$ef(DsEGH;K;xf$W%j6EB@e- zI;V8M^ite!Tm^iyGlFL+Xr(Q0aZq5rnK|kxj8KkDQGCOH&ZzlVoF+H(_`G+-q~)XG zyKjVwN@fJzJ3dFwpQ5MwZ0cJ&3Hp3*DcYWKVa}Xi@1ogh7)kMKWBNp-Qb6*Q<*c-WE>(KBeg6{k*ekI?W>EG%~O9)Y%VXgd9|-7t2^1IstS`P zMXa6C#A(M4Pdc03Gn)72rBJ6f+f!!T2ZE{QNqW0dok3Ie_DaNPF*N`FJ z<~X$?0MqWIs)j*LC}&{xOav*bxxtz2%IuIxVpevckgShc&+&UwUhncOm~HAzduQ=~ zW$X5HPfbs_epN6*_?z~WoY@n$&jqR0MUS%=l!-q-8uWWK-+EX35btP~WhKTaoJD0p zWyIUSNPiY!aCBzeW@`(VeQNWGhe z+lWtJdE5HtyqcybCEP?afh0XEgK*Jrk)u|f=7JP-)ZAJ=AxpABn%BMxMwJ%VVZTY# zKIMwK8Mm4KslacC`}Fi+`pIf`J#y<7UQ;_5B{ZN^1`5UXyZSw%oqszhh}JF)zF0gq zd={{UYL9#0Z`)kUFy6Slyp&y#t8fm-VI${lRr0g-bGkldGfBoIR3ug@^7GyD=bFf3 z*#a&2_L#lVS!I|w&(hbU zrT(KguXp;h_rII1))b*?s-7s8-%-~-3okyvJt(}m>Pu8AzG{e%x}I(EnD`NA`ofQf zxHLPh&^ZQi23FjUYj%si-eNgHx#7f7X8IomO=Zm@NFy$ZO58se6{9}x#5&Jwed!`= znL9J7l0SGl5v3TQah`ym3~AB9sV4jwhE%?(Hy*`2Thi(1@>C1sENeAOs>0@-d+6hEL#2iIRJLo6Q;mn{cPNL>dGXW{e4ZPRR+Eut!$J3mMTvp7qcq1&fT@;DSh;y zXiRINZuqnC*F;Ax5sGe#5Y8~Fj68iSpUk(JPT3>AYw`DcMGU-?WN(C}mFB$;fil%` zf1XbowF#D1y;p1V_sxK$B^)rpcRxmxd(BZ@O-cbann^?(Z z{K{)L-RXN7Die0`JuGxqV!ms6=Ow($b;IF!Ef*PMJXgReu>B<>Zz5h`t+*NXte{9~ zT)Nf}7=8o`BJjNm#iB! zXN`(=nc(byZ5K6TlW5k!8wW0__io5@n#&O9O0KPNn7N#JM$1<}g!aecJcR<{Ka|{u zJfQ?MD^q_j{qhS7-F9bqoPMm4K49IEfa}#O*r+e2I_a>~@etwCMVt_K9>v9We1&rS zSxMlcb)lIZGNW^1AfC0K9ci?GW#p$60%y~?qOsWtB{d~nfe5Iroh_&#wNU}3XS>q(Onn4p2@uWR6{k;oY)&vyv@o=&B+RD^JjQ7OS*@xMwaC0KP# zD|owCsWqx2^HLkVkV3r}X#(nk@ofrk=Vjb#3F4;%zgR!Rnd4E;(J{STq-M8;%ogBK z06rH$N*@7k!{L|;*AXyO_SuHzcCNHh6+qQV;K{9H%VFWZ1Kc}A?;-{}?16wF#N>AbO< zy`w_|u31R5zNmf>9F2KtIl6EiRQgrf=XB)A4jz=4aQws3;y4yjZTa^WB5P`EI{c84 zDT&(dl9WGBRbLSo|I$$nUn(1whtntii?mE#X6=5uQnlg}2#8xXPK%=7a&z@-Z3%0v zKgL3$#d&-yW(7>rj)*2P;XgL&d{XW{q2=rG^;_fI-^@uBa~7kUU2PP&EjE->CVtRJ zGhW?otvQ9Ap7v*Y?9Mkj=+G9e5A5^l?3I55cVW+c50$1L+;a#@uO*$eYfMcqEMhdL zrZ6ERQS5T_pMo!Jo1s3@S$lSujNmVstd`g3npcInmY*32aL@3m3rfgjy%G#V#tH#p zDOiFS7}o8|j?vHUyzr1VXxm$^+hQ7Y*NdIsoUl{ zGM5i>O7zjkL3}-BdaAQ>u@qz1BPkl$8$<7;`xVOf_Ypsu_hl1-+^FNuy4S4>-W1h8 z=`-Yw^EZn;4s(}3|5C#?Q)t98D1R-tpRHDGgkuSPB1qzn(R&g4^rN_-uawOY6~Nqo zh>YCyTn0Xe5-y?*uAb^!tx|idTv@j`s|B&ERV{Hj<0^6OMfrAS_L$3N4YYGkH5RP3 zl^X~j;hW^HA&U4Fr4`ixFHt@zsf3~rntHymQ`@?ylHMCod9v}vDK(IufN6!r#Bks! zfJV=BqywP0{-xbFV~m?8oWeeuJ1#m>m5C`UsbNLf<7;b`)GKVqj#%wboW7T7mC1Wq z5Ko#KK5Of-Z^LW}64A%YLUf@|iNyuQngJfeRC@dS0o3B4>ZHRBo_t!c;q*BW_TARQ z_67QmWINv51Ue3CU#_=`&4tuycrsm*mHT=<)%zhs6p?Mz>n#|_@lH*aEpeH(hU1D& z0w2$>JkIamOEm>Fq=RSUaM?jxe`AKzd-6H;D2!ZHUo@;e^2CR-$)Hh(=c23bjrtqN z$KT`dSC(%12Em#&CBr#jegv7@Q1B|f3pBO2Jn036x`62Xj}s}>XDBIW`T7HweN@i| z_pk55Hb62Xr+{jOYXz1;oe%j-$I1#jv94p@M2^{Y>OSPCA63bP!isscQ+b`Rwap8- zS-n47HsH`N^jS#c1Nb69044x5u{3}sfSz^p>6l8UaE9TJnnKtxyU)cA*}d|@fN&BC zXF~P_u>-Y+>Eo%Ek&$@{gq-@02>yi3Z?s3ln~n+62lyFvw}uM1FkQJFERqF0CVpJf z8(R6tm3TRnki9ZGCk zu*_H)>=*>$6B7CEi$~9XDSYxUq!^bHqrM+mVefnqJ_MFJYtEg9sL`A>IjRaN|4~bZ zz?n~PcrAE)Bm3wWL_>Oc5>iE-*j#d4h#fNfd5x`Qw>Vabh69v@5f!sLB?PBd8 ziA}*;h7BK0)vidUc-ay6%eSgmr_Y5<^4q77drX2uq%>NRQIGfnm-Nunli7vIACGr% zt2ypvRPL0pZJyyoyswb^OPw5WLtpJaD||j|vFm5WrEu>7Yadez`Xz17YY{mV^UGF{ zDD&y-H?k=;=<;a7AvkK|n-1G~`S5(x6Z|tzj2w{9T%cdSzwseXF7H|D>evo(sF)e* zA)&1)gyMrR9=F?R{&RAbq^B&9_n98*<=L=<5})_iD-B918STlQzWUx23qO}otpY-CmqP@5f+s}<#GO;{evzA{ zd8-vh_+J;ykUwm?0=w z%$DLy8`kw*7B&m=DKhsFR?1B+HVY;(0T$16@jBkGt#>;XXu-O@M6Mej=i|Gw?d zt=vj^=2%wY9Tli>+}mBM#}xB&c>q@Jde@eLvzN;J=FcgEPEU?e5aJ#SfNXaNFGAM_>4mB;HDN^!`d98*ue}bc}2M z`Y%~usrFr$n}j4VAlQ>`QYH%NL{S%>qOJDvBNM@bBbsR|8;N3#a%bwNX5|Wld$K z`uSs5T6ojc1z>M*TyPvMX<9L!@H9!$Ri2kM{E5~xEk%I>xSt$0*cPmEweiVDmVD_6 z)>2?)i2!O&?AXd=fQ>u}-6MNrz>(zNl7$fh7F_wbMGg7DSEo66qSN9dO~O23e8!6tMaVT;i#d#S?_JXmT(ifhd8#I zDf#6z=g_$0j&;D9e|@sEjlvpU>?C#WfWa$>%H+$ebb=&lYZz0)HzpC(L6C@j?n?N8 zAKjxT<$$Uq`-lhbwOavHfb1XSR34PM4_Z(5-5P+Dvwwfac}oB{U{Hz!xt_0v6Im^}gx+NqDz5JWEA^JaD8JDl78oo9lc4xZ)Kl#OV zW1~TnaLx5&{|^7|p~#lq)fka94BV!bL-mz^S=VT} zXdjW|+vVoII(Rc>aj+74hQ=ts_+=vLUD5g{w>ul{jrM3fu<*M${;gA`7J{JXgzJFR zHeM#4mlIU97X~b55dcqW1&GB?5(Se`MlrE@ktfb|21;sbd&wiUK-o@}X*>{tFOYDj zTyxOB#I+iSbFT>M9=>-i!=}e4JzwjUg^$vM`;oVgoe4rsZ4vyPRFWNdfe z*w8t=Fo~QH=a7#gX$6|oCJG=oOv1ncUx|Z>6P^>=%llAwM|U#gQI-j*FZM(gZ=L=c zm8-PI+7nkWGW|ob`UP5t-xGVn4;HCE;dPsFKOjH>r3hIdZjw+Q&*T2xr^`HPbxNJ) zGL%uc+HLX<|4?X5p;_mx1=myek?ZzmsgCt9HiiI|7aVs;&uUuyta7!qZHO5K;CeNA z04w6IkRfC1rgy?f&ECxwI*_8uo6DC<#g{s;sR~w9uxKSoFj#?V zHWSG8uKm=;`C%ZZ-uTkkm3aQ8)nncsR3+AO0wm?<9PMbncM_I1p)32NDfnY7`i0A* zuF|d1EBd`5$!s%#O|&fr9Puw7xCFZV8Ue9 z=>6yhQz)YuZ`wo3%*GN`l+E%is0wupd7os^Czw#4Kh0m#5`oPM z!62S@CsHemJ31|se+&PF<1V$r2|>w@Esbr)#Tzs0>s=^yp=V`@>vXn?4N6ShQ*}^C z0E6-&r|h+L9Xfk_j6?AY>^veh<;Sz(*ysBY$7M+%XT`=2*`dmQl1uhoKp9NYHiKyb zsQ!-pXJ1S{fZ8cc(4E(5P8fwjylvrMq{a_Tt8^h6jRrrtiRvukHYW6c$em+mLn@V4 zAK+bcFqq|&J6dbOrjMwTm@}?W9K*hb%C!knaE=(h4xqYLLu}2*XdT5@IkkKS-0)1#tXxl6iZ0)osKV$?iMeF)Ss?bS z;nNq?CF3EN{oH#Z`qn2#y@;aj@&X2^H_)zX@q0swl4EsfJLG~_zuh+gFvte8FB+O+Os@2wq8BA@f*9esFf^k!DPEf?m5Xh z&JxC1>RHCC(G7VE*W+^T9^0aK6Y)J}WVuFFy{189_P&Ofrwlr+-Vz_248?o0II_57 zd?TX>Ru{-~y}j7^;eT^Bpq{C2t;*z`;s3P4;1T^RR<)2^g||Dpll6`vT@k|pM&6=E zKAZ!YWhf(C?N>N9x<4AK21?6wu9Q<%|vTl3hC)HXV4Js zht`Tmwz=;nxw{HwAwk{*AQIl~GNv346zTuy19{RLzfWhF(RA{V$-#p z%wKm>ZBXokm6GWx6TvRo?#~iZ*+|0j5|zR0g+>yO16^d>_aa{AN-FlvVmQVaql+Xr4%mi4FyPt>98kK~hqJ=NELkPj@uGC!m(tO_nec7xi`K zehOqRvC;~T*3+G) z9|@*URd3j+E}VsL_)<>Q4$u5q8Jes&G8hgHqp92etVYGz?Kn{$x)A3w9goyTc$saZ z<|*XkUp%D`{k{$J?CJ=CPrKdw3v@4yWCv>~*xLq9xvkG%U%}}SI~98K6FMZJv6Prs zCC=q7JdkDSD91^&M> z1mN{M-4$MYS|IZ-6|0QhXb>OnNDH}bC8Z=%@sJhNchQGZW-*3sgc0arrsKZO)RD<6 zD7J2BIu{dz5E$s>p^W-nzcAU+F4S)M>b73=_Th}KJ9r0sJ1k`EUcbh(pDNuFs(A9W zhWz58nKJ8#0UCIq`r&=;`oh=(%fW|$;=E{{M+hV~R%i6;k76{(>0jvK6OOPWD!%|Jnz*GDyx5|h_A{*maR`zZ;rO%9uRdes~ZQ_bQ zD>{%|rx&BFt~Og&jf}$#L5_JfEy%G8-@R>qLUXPD9XP>*bueRRIL^J$^Xsb`yXPk9 zk#Wl`$~RT>e=bzuOGRa5u2SgM&{E}v6fWN{Z6bq}>s)uUDA44p_#SL=eb6rff1k^Pmy=rpqPjcXeZ3hj(Kn zCG~qi2N}RZ z>|J;KO+EXnO$x<}gT>L-c2me#YU*R-x69apD~bM&M$<*IB)pS5G)=c=A4k2APgvY5 zGQvk}R9Ez>UhR&v2{viNhgU(?KN>%dB-?vO5qPh6`Qu)sdNl-=sB_0yzg!D83yq{@5>an7Qw=`um;I|FZB5vb7RhED5vn;#E zg6+WAv+?hem)@-&d()9PiHQxN1Pn0+K|jCgGP~AF_+%GujK!|*l=LxMSr*ap@l*w< zC(iSmO-*QQTrN1f9CBwq)v#{$ zt}Ra;=PgEz{Ir6qI$!pHnG?(@S_5@$n}id4P=Z)U^=D4_#thPgR|b|8Ou0(i;n?)A zNY%96MWUl2>b9DMyL0FQ0=KkePx6$Xf#c2#&R=r!PmqMZP6Oj|<-)MSZbS>)W?6gE z9@-#hbC!ti(@IYuN&Z-SLXaPV{#n#?{fC1wTglz;VegH2r1)9r%bc0?7H_-cyygXx zP^YEGHbakZe;l-I%pnkZCjr(&I$24msF+SwRq)qFvcVJ-$DzIICE2y>3^OOS+f{f1 z#)quN^)K$4?}tm58q+?{5pCQeOCm31xCmus9lduQ5V=skd_f=D;O+rGR;&Z1qW3@8 zNKJL}oU-~I!hg6y=tMos4Vc`X!}>!B_f*wWXkxlVdVF*!6H*56t2?kA93+#nR*qtKTdex{ z;pn1)mu?U*qYf&vS3k}+;~<7!wpM;yzjT?gfgPn6Fxbrb#|_90m#Vq%k)7p-MwYG>V?)LG4*FWW;gZ58|0HWZ}(C5!nh`T0m7 z`Fl&zWFB#=5BfyKY{syQ0V*QDP{~q%Ums{xCMLosCyJ12i?{yvY_s!fF%oCY|N5w% zfu*mXX;`>8g;mBpIZ;>cU0Eli-UJl2Ccmm1iotZ`e4Gj9{3&)9<-}S8@+cf*jEf8| zo@0que0uGsdI69-sHd_Sl74Ao2hHQeg>EGP*ay}IRyMY0?Cd+=;_lyX4}+q|@mY0+ zg(8pF9ZJOCi~h=M=^IY4(@hS?nAFxcDxKS3gfrJ3R9L)ux&TYSmL=oT zC65PU{quX<#P=VF;f{;gTrGL)+#s>2@JIJF^8frf!8)SmUbn;UGJWV$(F2zT9xP-) z2exy~yW*`Pi1g>-%qEv2VC{{_q#?0PO8g;dnVi&kj!7X)t0*6uR=C{o^Vhkviwl&J z*v%iK$y$%WYcH`})pfUpe9c4e)sGhKTijar@1I>9sM*XWwtP0Uw}T|F7eBHgIaW#A zr(*L~Jm*{FlEux9h|x1ta9hArqrPN_&5h~tRtCEb^!7{%A5a~jrWAB|V63MPt`}>2 zzjU+WnoY2`d zS-2hsMi8)j_?;q`H(et8`{)SjKaPsuUTt-Fv0CX!>AS7{Zdl^*Bn!U<;Xx-V(aqUS z^r@2z>Q|N6^2+4<$719|SB?e#6D-#azpUSM_-AY&`40c}>TCsZ_?ATV+)*%{9Y=!2 z_RrMZ_7%aN?b;gIkV)JJ&G7^({VhMf31T9hVQWjvd%BuJl2S~Fb1uX8+Ii^`G#_*w zkMG`Wh8!c%pd@0pKUA+Jg9y0sd_y{z->5|&V_{^`O`?3G7sd)Eo)l!!+`A5ceBh2f zjF!KF@eOdFf$UG#%V^T~e_7z@|ScM?s8x4 z6A)y7j?mJcoU(MSn|Si*9P>0ALFpwAFQhJQ%61}~K-3oyO*Xw}9NOChA;H&&YOJ7p`;fr+5N})I~fJ61dlOmBqHRtV%Q+((+V6nnfENJC^p~{^syqouIdF()Q)) z8RWy)*4FX@yX~iYdn0owoM$6OIGnhD=22Z_xQEET1r@z`2FZPU$|#Kig#F3#N`hSZnXIS7tOccpV*Zbo3wR49_NvUiV-k_L*!Y(aH+FLq=LgD%Ed4 z()Jmt-YY(e(mr{9o2%nE5Xds!YWgN?((g)8YLXbbv#Z9j4P&I7ZJHSS{fh&VZTtw| z#r`=7Az=q7*gq8QvD?#~Ta^HD77+3WG9}W1 z;cipF@xPxwf)?gutjp*gGyIhzAE6ekbd?qt|f$PWJ4+r9QL7SDJGab`!-3X~-wH!l}6 zZz&a9=UaND{HX*TgY`@y_V{80Y3QaG!F{p_-JsQY<%)>qJ6+s1AlNt~>4snN>gyk| z1HXvAb!8;qvsQ8LGvtR&*SJNYX=l~#pDWzMVUEort>|a}eDl_Qv0UoL_!G;P8tScI zhRtP)u3?MMb5&-3&&t{!g>ii1c^hoN%^;#*m-k#x;_r~Rtt7UZf{y(Q&G{rPTiXbg zO^p`1WeowcaqgCeL8Mif(j1{hTF>?uZxv8g2l^ch%*+u$zp)Awr;&6kOw^2x7X!Nx z8|Pp4XKNyW&Zp74*IUjTw@IMx$>Hb5nwr&nIw0gmf8Be7U=I){A2)5>dyOK+C#sX7l2Bv0Eq==Ij@(&2widKKHUo3hff(XlA$P;@5&R zx1{;a8g0`R!;EhY1(Yvxs0UdGN9@e93oyW};prXLTbQlev=(Kf8;L zh3@Xk%W}bY%RBx0Vf{{00cRCMug_XH4HmZ9~olZ4YkA4d-*-e_C;;Hk**iqxt4bH-`Dm zm%a}_X3@+cT#@oZ2PJVss;!{G82;x7ik?;Zp=BN>U^6bHBhaRCh!y|Xjs8VP5x#OV zr{RO+C4kBR0i7gH!*!0^+W$HYlfJ{v&CT>>L;O!(UcN-K^b^6MZ9|?iMC3)abq@7R z_>UQLUr#3^)CbKqRjh#9PkHI(mnVrl0pn`$k8QzA%_T8|P8ND=FZ>&>J)4`at#;Eg zay>g*eI=GJfv5Y zS9{?4!|(FCL^HCrWF>}j!yt->4Sqjm_AY>P8RX&|24!#o!A8(V-L?{M*gD%5*xuHv zFtsVPZ_AbARM6MXmDCWfud9>0C&znE6nWt2;#WT!Sb;I)J&%5YCTGTh7ONeU`x<}K z=!|Eyc%AYak@w9Nf6v~hCy!LL!)C$=oCMZE<7P#cF-J6A>{6*yebZ@YeaFg_+5Cpv z`dQK~mgHS9+by94J}IfmRo;05Glcu9k9|8!(~Qn{jh#(~SzwY_Pr@3~pj&fv@#+q8 z#U)6ytZ3|$abo|lymxYPz1uN8&oyi{viiF}>-Js(7Eo?hFuA~I5%V;&s z9d#dSHB`XQXJ{`k-KBjeBxo`>{MYqzn{ENK)0>VeQreN4^YJ4jlp8u>D%no@36T7A z%gelZauHUtPPs(+JiMfH`!)$)`vV((jn)`E(*8z2ME`uZwq(+4yNrlHcmavSpkd^&IZjK;fZH7Z+V0ojVFBA+ss? z2jO2ip?0$?-|V1@x9R~}9fLnQ%=D7k^4*+V-T@Ph5G$)O>!57v zmNHy6yZL9M(ECDL>&0H$&h~^rVp3y$Y#)J0E z{}J8;+{hM0ZX&poH43$*(tj)d262+dknLfaEXF&?&ZgsB^m+q3_}WQM?izD0_K%pL zuAlT?zms+ef}a-BD^c$OX{at7t}oOlc~`-uI3k`koPL_>4QPl9p zV)NA1s%wghJR;0nOj^Gro@@M*pzxASxa%H7aXJoFaAB;mlv0fckEoa&-t{~ zQZLRMAQIDhCYp(l7Z`<+ovz3n((v~Z*|-O1QIKg^ARgx&&8I{+>q78pJe|KI)2$c@ z%m{Th*V;dSs;WwN6-R`!Geu7NVkZ~T1~LB(5Za0^6jDAM-@vrmbHy_IT`ta1=XhjXiogK#{n$);_OUkTjyXJOOg2V0su!)=EsPsmEH zpD`G_y|S>7@EK%yc0FYGgx&! z)$k`?p*$@y$)L$V1b{G8>td?IdF$$uG_|xl!9$y=li|${>aLU@%N#iHI*aSTWiqs9`pz z&K*i*cLW@v1WrscTLgPP?z9qn5~?OZ8OIBMD9pa9-KU{wQU)|E5G0D!mPHNac>cHc z7i(M)A~b0aK@L;AtjieXg{L8Njq}19et~{Ah^huCm(TG2n&KiM+^~e}Y5|LoIE7T~ zs zS!TQI)A4N3M%vUwyM0B+K|n?DSSt$3#LaLi$63=^vAUA^f}-VtX8&+f8#;-z+jXkk2(6Fq_=(j+B%X5eu!XOoLWemmYZdumk zJhxW7q|GN9eV^$^EBRf;st%*OC}z88_Lf%L z6#xFrlmZp_^(hG=ONA5e8I)GKaoxEn1)K=BBB7A8R1)vQ%WlfHX!=MYzE8!u^ zXKur7weaKtXC1BsAPtLr|Mrz;XW=Frjtw0Vw4Jy@?aTM&Qwtsu6A?Q096{B3E8Qg{ zy2w7u5m_zxw0>9=KI~X%81Us>1sY9S=z{TAW24k5ZRluBR6~wOQ(rjkC%kVJ+A_As z67YYY!E<>A2GnS`y883A^(QcId^E8_Y_oYevjZ(gZ6|-S&T(VYhWW{_qlHcx|`uPSML@Bvcg>;GW9z&6mO`A!&I&qEA4UH=K|@`FishyNlXqfjuirRrVj zRizaANbbUyBIrax7?j(b7t@Po*Z|M$r4} z#dM_o@d6R5=_QZqW$9_&$0un8-csyKx^A+RQNsZ-&M5{ag62`s@M8FY)}QYytp@a= z?-bYTyv?-1q3YVq-hv)6yFbSqo%V)4;=rn^dM zXP_cGlx$4C*0*lY5U%aCWI_?fSf(}aN zS4rDH2Dp=aakABrJL76CqDfCG2qy6)HKF~sK4gtIO;Z5SI-k>s@Fr=#0UX;{_*gW? zS3FVJ^H4^xB@-upO#G16fYY!3TN8;Ldwl50-HDD_@)Nf}J>tL@lP18Z3;|r+O|N`k ztA%(jhXK0)K_}Q^Ko@SM138EOUu8JdpY&WDcMYA*@P5($ZRaibniw3R7ECid$`8QK zGMlL%HBRCwShv_6zEOm$H&T8pk5~1g?@nQs$VWZ&Qn#D8W4RLj(pK!m9DuQYt2B8( z&R?fBG~HItyB!j&lYRUzVZVPwGNQmvr%neTc)P~TIsnRGKN<938!u1Mvnu2i9Bet1 zR+In|GakV6%-=i%h&(Yv**7TulApQVG!L3{v3G=oO5WZCqeOoAad9#?KdF@koZqNK z^Y;0k{yE9g>)8C)8zR+U&Hh9R%RTG+K8})Riz}9A(La{uKkS#~p)H1GfjTuL(0ZA{ zh!OvSdy7+lc#r6v?j$<^pJ&*U$UfqV&xRq<;3)4czWbM4dEYcL{%v2y=dtxY_NgRW z{MJzqB*-E-Yxi1a`|mo4Iq~IL=ylQ zxi@C$IUiHP6FF?a1tEIZIG!W-ZrT{Cc8*0nAwIq}j=3)&;iFqte)=~WUQ67brv#7P z?7}ZGnaLU97p|i@mnca}-c_MRsuC(j64-JY=6WkiIwPucY(A(vx$P0?7>L$d2?P7u zW$aZal(vz#Z91Us#QL0tI#3~aY?~AAVY!OzF2+Jw9e~}dGQqv|>*L{1uFh0G0uprl zsiMo=WTkO_=sc9Qm{U{kK!9<#d`|5s^{))72DK<4E9j6m@sK3QI5NLfdj^nxl}KD= z5Pt!9Ma1<1C_@+_F0bHpd@PENAt5U>Jk!`JIAm~iVyCv-W4=uRHT3+%dyTRy)ahpJ zh?Gn2738N`>>mXDW}9;01g~3jh`xAZcx8p<%bkkXjmQ|`g?bmIfu4JeESRj?%VYr6 zcUK=dNpHe217GzDL-qQ_MOg9kWAd1vfgS(-#Luk3Is|DQj<|xRm$jSFD*of_|Ae$^m*q))`hSw>Cd(QkC(I?vVTP6@NtUTH&8Qkf!ST#y` z>NJ;i;y*8UJp=-3%hc*39|?HEgl#<%3Ecm>vn;=RjYOKg{z~0f7Twh1%(LGq!lY1YTY9Lf?hm&(#|YBsQ0tHK26Q> z78kDb`Hm>y-qBd&tXx?Veqn!KjP5O!==;Pi*P!y5b*8fL6WK>A?hm)=bBNZC{{@0t z!yxF~llnXkc5zyi7<=dZteKy3Ng$+5y~i35%0PzjJE~tR$kvzi=J(T|ffxc=Im#Jjl1}-bhp3^Ury40(#3Zkk#>YKZzkM%e(3fR_4-PU2J zcx5*xH%OBo5-~m}riV9>mJtT&y}hKO-<8lX%|n@}IVgt2j-0*7Db}0a5p98%6-w`D z4&!8@X}965Cd0#+r~rmybbGS`V#kD;f#1FO4P`X1seH&40)W|lF|*kd(7MlQY5xn1 zU!ax_6nMz|_5)=ARsM9BJuiQg+BYtlz_$S1PhbS;^bXDNcIBtTjPJBgfz6^!tVqOV z?+Mm1&hZR_wL4|fJP7q3kT`VYu8;_|&E^nv-Y=+3aeAgtxq2;A@V4S)TwkCm|IGq3 zD9HU;fce^k60XBcC2}C}6w(H2mY`WRn&DdD8H_K9+*m=dd4dmJK%gF3}0ArcOR!4+0$g*9h?5eGjYI^f~Nu9MxGsBvfnfr+dG&h9&Vt7&o3w_ zIuCraW`Ix$IXQWkZ`glAoO*>k^V*=nF*92z2<&mFVUl*z(n!e2<&e0}uC5PFp>+Vy z27a!r{Ze@bBjVa)mOe7b)>mnr`5lMh9)lq2Xs?fSqU(R2$8X)Qpa2vJSSth8e4w-o zg23n6wcCm}eGo9AY=Ge3;W^_6l}`x?;|KN4TndG5rV8&(V_yK6RELA01wTda;Gp{w z*Fn#yRpqqH^JZGc(Jd6fj43WIe$a>Je#)Ib_+T6bs3m(U#L2&H`Nu{^{_OP=Bo~3+ zG0>ytAjJV%dx7B4xj`lhpAc)dT1G~ypjQJV-vQOb)zuZ4biD<*?PGtcml!_Oz`#oK z*;3q?wl^}swgP9*ry(6k(!dYn^73-2g~g>8d^oUxTxxynLjD*-u1)=z?x26vHhWrg zDLFU#r#U?r*YIU)|KOn2#!v=0rWH7*Lf^G!@EA_z8;)DaJ@8wlx+RDgibkaWXHN~V zg@N>5v!9ZAAb^)9NddEvfNuW5aFP57B$=^5w_KjxfrqAT}(V;ZIb~Us~Fr55Qu83LCVW+AxZ7|D)bUa-9gHz)%E>L4TDD zxK4F&|8z?xMQ92C-3kM3XVKU%h}_dJChg$NSvfdhcrS$;fBf96wjNCL*KY%N4tQ$! zMC&~-4{hcG;Rl{CFa&&4rVHB9{~lXPFU92!npLbSzL!$g@J0sb0R+K5XJmYwbztJ+ ziUTUj4|)so4=4$C_I`bohd(brXv9b!w^C95^Al+l{+xD|^tf+uFcGoJ!Z))cthE%U zMf5-F(Eo3-3G!_axhBm2m%#sTNQX`GDiot zdAXyC9v*^#W3<$oCqqI?YW`m!Q=jqx@=5g1zs(uR$q}GMpPg+c{6g~)J;s0I&gkJ* zlSV(7Do{{RyaDW#Xj0C`-PJN+!tFRMI8*fy8=&V@X;21K_ACU`fg#;s_HaKy^n=cm zQxm|peW!Xj#cnzfq`<$@2H+t;j3WWh+fMLgxSAR!GFsxv#HN7HGmzmT0RscX6RNO} zq8d}ed^r$8UyymY)~E8INnT?!EO~GTMo@KiHPV|FZvk*wHM6_BK^!k$FagdKSmnTw z1`T2G99`Yqs@`z?TVEHYO-N7Q@m&HRz)kUS1Gh~q7625~z~Q9ZEO0^7UBk#I=BIfF zv`%!m3Yeoe-1vg@A;Y)D4;idiTENlBv{Ip}vhox7+y^~GpcGh;oegYwmwI1XZDGyo=CAaPw-Tl)n-us~xjqw6Hr0@r#H z4gtFUz>MZW{2Kf`_(hwF3b0H)|DQVs4D7BM(L{v9_kkB(Hy9yb5gTi34@46%GJp5= zxnk71tq-`I>zq#_ctD7P)}MxkMmr!HgDVH3_ceg?0f>1W;L5>-;)2(O4_WTnSYNLO zEi6D)(FeC%UtfRB9w-9wSYDWbXAbNOe}a=8Y6|!nMS_Y^lI^W0gI-HEj^F{O2OhAt zsp+sEVzCE!zak4DYD!CEfM?^UtSog8kMlKOcA&w|3nGAP-E;%!Q`an&9%mLn9L}V6c_Y`yVibHJJWDoNO$N zg6a9>=47}AK+>nmja7hQ$B6-k*p#$xnZeHo_eGM&l#emi2U6ug$M;hl7!{e%yAU8> zMh0UXXOJB|G5(#zNK J<+5hM{~O6J#ohn_ diff --git a/nonlin_regime.py b/nonlin_regime.py index be07c02..3054521 100644 --- a/nonlin_regime.py +++ b/nonlin_regime.py @@ -220,9 +220,9 @@ def plt_stim_nonlin(arrays_st, axe_all, axes, c_nn, c_nrs, colors_array_here, gr else: spines = '' plt_stim_saturation(0, [], [am * 100], axe, colors_array_here, i, - c_nn, ['Contrast [$\%$]'], time, + c_nn, [r'Contrast [\%]'], time, xlim=xlim, lw=1, spines=spines) # np.array(arrays_sp)*1000 - #beat_here = r'$\rm{Contrast}=%s$' % (int(np.round(c_nrs[c_nn]))) + '$\%$' # +'$' + #beat_here = r'$\rm{Contrast}=%s$' % (int(np.round(c_nrs[c_nn]))) + r'\%' # +'$' beat_here = f'$\\rm{{Contrast}}={c_nrs[c_nn]:.2g}\\%$' title_name = beat_here # fish + '\n' + +c1+c2#twobeat_cond(big=True, double=True,cond=False) axe.text(1, 1.1, title_name, va='bottom', ha='right', @@ -405,6 +405,7 @@ def plt_amplitudes_for_contrasts(c_nrs_orig, cell_here, freq1, freq2, grid_down, labels = [label_deltaf1(), label_deltaf2(), label_sum(), label_diff(), label_fbasename_small()] # ax_u1.legend(ncol = 4, loc = (0,1.2)) + plt_single_trace([], ax_u1, frame_cell_orig, freq1, freq2, scores=np.array(scores)[index], labels=np.array(labels)[index], colors=np.array(colors)[index], @@ -434,7 +435,7 @@ def plt_amplitudes_for_contrasts(c_nrs_orig, cell_here, freq1, freq2, grid_down, # ax_u1.plot([c_nr, c_nr], [0, 435], color='black', linewidth=0.8, clip_on=False) ylim = ax_u1.get_ylim() ax_u1.set_ylim(0, ylim[-1]) - ax_u1.set_xlabel('Contrast [$\%$]') + ax_u1.set_xlabel(r'Contrast [\%]') ax_u1.set_ylabel('Amplitude [Hz]') return ax_u1, c_dist_recalc, c_nrs, color0, color01, color012, color01_2, color02, eodf, f_counter, frame_cell, frame_cell_orig, freq1, freq2, i, sampling diff --git a/plot_chi2.pdf b/plot_chi2.pdf index 0abfcdbe7099176d1dfcfb5eb183dae98234be8d..b9b034a28f6589a9803ca00958cb5cda17fb217d 100644 GIT binary patch delta 30 mcmcaVgZusr?uHh|Eli##xeN`Bj0`M|ElkX}2cKl(VFm!N_6fxR delta 30 mcmcaVgZusr?uHh|Eli##xeUyV3=NG8EDTJy2cKl(VFm!NmkGH5 diff --git a/plot_chi2.png b/plot_chi2.png deleted file mode 100644 index 5d2f7da080b8f41eba3c1fb429d3e33cef6f9e9a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 46065 zcmb@uWmuG9*ETwIhe(%z#0=f3Fr+XvL$?yr9g>oQfJhA8F++p2Lx)I*fFcdjAR!2d z2<{u7=Y9A7v44HXcOM5T!d=(8u63R3Jl8p|b+n$45YiKZKp+w|RV6(T2onkX`!_x= z@MmU$tQ7ELZ%21G5q>d#VO|yoA0H2I zX#oM(|NRAicdzFH+~N>tgGK3;H1psDV)_hf|jeSpT+^WAGn0;Op1k7_Eoa4fM)3~So@q?&)*Ns$yL zV`adY-@L^qz%Yv=`G8Fk|G8JPg@ZA&H%#o5d(_lEuynqyYC@`8ZbGlDvg&!VN_Mi( z$_~WW-`DrNLPTU=yL)vjNe{*f{-47EV}LpkB>%q$1}rk-zX!GX|AlXeOk3TUV)5s! zUfw8>ae%?QqDeP$1FN{WxbNJSrN6Iq1{KB7P*PGhIVcqcgrZbR!o$NcKs}WPRqvip z=HoEy>gY^W)cPKLdFtSRZ`SJOd;KaVrr!6!keH0j=6I#EeC~iqqNflzl#3mT@ZM$m zEV{O0fLdG^UuouuKfOF!Htq~O$9&5T+**I`?y{jbzn8k2o#&o;c#yX)`!UqEAGP7o zo9F;H`lgG&8nn>j%J8Mu;y{+gt@HfLf1Y5k5~-fC?RGab6FxX#F?xFXzN6*#ddC?~ zP|xr41JAQ@34xPx;Ky1|#OO)PgASXKq)vC2%&H{sl31v>!2`V~i*>F=ZNLKIGc3^=+)jvhUo}#THj0$p+vg zxQSh~R+tvq-4$EhSDBZlf&XN|2ICYeUPeYnA}2o|_$DMI!NJMnzZ?88FC(Av zY%vE>`l6X9z)i>%elde`@0rZUetd3id#Gq; zmAhvu*71PpGPku7{^zMb`DpF6`5p*9dX!+%?w9xdDR2%BpLE_2tvz5w)XzGrztma1 zU36>bgE|6d3poRElkq?DdCTwy_o(fFAGn#wpH&JVQD4A*1GLxJC} zcXDtTl0q3)8P@axAynA78z`0%@-8yM{~o3u(c4%5J6nlrLCF8(Z;;$A^{34?gQUcy zq`+hltcFohQi=)?@)iAC0AByb7??*zMXcZF8_N!_fXPWD&_Nz_d8FKFIk>jQa`!&f zrp-&-O!D_H zE)I@V-lx$7+0&ti#*OwQeuoRupR0@netJX@QYfr_Z=C#Cq!@G3`trK<*SXc-^Jr#0 z;0|~sWMtacf8I!}#4@9(=`bX(X-2SV_O5KCW6%hJ&vX3<{n#o9j5J|rm4s$`jPSM=T5@3>rIo>aJRvC-1L4J}%mL1DQJiT? zZp|XSWAv(rlPgUr%alGN$#b^33_(b5v%;vnd8HFezBY4NHQ2r#~-? zi|uqf&i9p?$ny^!0S!Hz%DB~jwbH#ca@`j%G6hI4Ui@8Rf?1Tq2@>RFr*qh_D#oBZ z$(+pIRl%T%8-BZYIje&W*DKc?+=uUR#w~!POj+jEl`_TrW5^$8o5qzprU+Z9VJ7&F9VKo^*A=(*G;DB<)9haZWPys%1g z9a-##B56iJ36EHCb{etZ&jO6GPPHl}jF8rq!M_jzm+knuA|NL>H*1!eTl~WitTI^# z>6p(LPTM2)R#DZ?ql??D{)ZrT{Xss5Bk7X0Rz_^uLf32JV#>N;S>lsQ?Qxb1iTOx{+hjz7BS5a$#O=r<)#ShR6;+p;+$E} zwxMwQhA^vtS|{97rKh#gup)YR#wJ3e5m74c#P{M}a;V%eR6{{cq%K+?pMxq^4cg$< zGf9fwwUmU z8u*jvSBn`d1D)5H2wXnc<3A_;XhYGvNNUyYp9h-BfaSEkZ+@Q}cZc2(1h`Xq=lvag zR5lit%l-Y~s%y!gdeEaM+H#x+Yo1u;Yumn828BrjS5v2l(FfAXj(FId)||51l2w$%rnlHZ+NAf zO6If*;|BGCkl5inwHc+NR)jBbmnyNzA!IH|dXtd|orG|9VQT|!Z*lLsPjWfABPJBMuEBE>U+5y)tr+Skl%aox<5GQc3!RwPWRY=`_nwPT+)HGV0Z>kx`ShPV zumFIT?+eXD4<9}R_F^Q@D*(aloCa&nwq6vb3gl@2KJxEofQA7Zx`-P0Hk#z#%;iJe z0V#4%mc*Z~A2240*xVb}oR(l7_K9aiWs>B|pdFTvP;>X+V)l)1haXv`dlS6xfN@~! zXJ_(_yOQ^{yL-dzwwGYhdWo#}#q9}s_12OF-6|sDKy-H(0FQ^oRP9bbLvQ8T0m<{?CXFN#~J!u z8x7Rj=wgR}(8w15wUuq=bwlcPgw4(nbu1kLQu;qb;AoP%4eXyT3r)jf_ABq6VjXq= zyppc@=^wUlT^LjV(~r6kbV zxW*)mTNq7$=>@kZwrC3(?NKMNQReX8<6q4>+?2(aVl<%f!5Tb%&Mi5UjN|C`a5i`$wl+#}AdC zmzV8_aXht|-9!Z05++7X-Q5oaLVv{fj!C#JGT&i^pXqUr%M&t(3vB6<0>cQke%F)b zeUZ;2(BX6W1;NN?uxIKu>94r#z~bkjsTHUYj!}!@>#3*#8)1hXuyIXr(58O8_no{? zg0u*y`WZ*pY0v2DLgg4!X?jn^F+H`!1JfIF$+hVI$56gkS2yHs1+PFaT340?ZJ|y( z30oMS!z%(NA6XMTxY8nbQDI;~&iNTmx{k+MXcL`F^ob3xQmBBl!~Ec6F~MXGlFg8z-}V#=6+x z9+AwpqFd};YB^GUd5P99T0*OFGQJY6^4M=j-_ze@nyguzXvnV}5Rix#5JO)H!=V4> zz$e31_pk3T-l$-;`yF~c4YmTnte2Y;Fi0rP9FK#VR;{23VDoiq-e=Zc}?EoC~#G`HEeLAOi&4&2EBOe%cyF8$=b0O7qSq@+PodeoW3`1L4iK`=FsV zY9F0?X!-m7)PjP8n7z^Lxy3WVgM`3A_;%tpVOI5+4;Z}6229;ZHw=|9H~Ah)1Uoqw zxJbLqEK2_Ej5EiUb8UPWj%J-Q0TP%x(2`F*7XHhhFLEusueNjCKVBRzE(-xQj&s!- znY7rJ3=-t=#pL;V(CRgFe#piAfAfIe0&)>g3Y-ROz2Cs|U_Q>b!e>z(Y5pt6rMaCX z#w-j+R09)T>EGRnIQ4$ix#Ptbu_VXyyC(ZRtQz$LG(`R{RKl z?8Czpzd-_uUZH#HL$pct!hFRI5nOTjl*w-0!@j{eh|rY_mF5jS+`i#H$%iCGFvqZT zX@j0F&N*CXlyMaX{Ir(>yqRksmaWcnLJiW%?f1Kw-RTpX{F z`2Z6dRsDeHX9h#M!pl!#M{w}2MNSnBI^81+f>NqD!d%Uik2JAf zwy(Ay8f&_rsoeN!;5N9dQ=608ZYS+)%6mq~s_U0fiscv555%&)X4fM%k5|^N6-yD+ zDbv^w!{8fu+B0jON+;19!%u)$w&IJhw9!SAx8ZGHcnX;xQ&C98%u+kdqrF`7#_Zvg zv`JJFR3BO2m^mBy=?U`JEf+|kq!D#5KOqE31w@W2H2;zd`@8bF`&Jfi%oPJWJBw8> zgoIGKG0l(RgmRMwLEv7X&!T2RD<>vZLSaH{Wt&(T`B|ZS6<7CQ~2vNPK?qfjl^8??{LAb*(z9+jNo!U%5 zA$~&(KK>CktPWF|^Cm57T8qV#WHsfK$9_IZHpxG_1{FCi%+hS_#yWe{sI1t+ms*v= zW${93YU(IvpH5z-B_8CJSWz_;^SZ+<)o@=xG;k@<(I`E82juQ(Q1SAub)oS-0xu)y zyUZZI)?P3V)N!gfHF|mtz~*^bDfJjy@HIsW&IDpXlxQZs1ftaPV7aYax?nc!jUJ0K zeUHZOYK-rfs+1fYB!=p_Gt1X0&*k*pi zV%Bb^I*C?ADlGJBm#1UnNnMMYM7}fH-|ym*QA;4ys+e7OV&H6@gKiS`fJWka!d$vg zsbodBvfVEr8PiGrYKOAjG>+TsK{ffjN$~AVQ;1>?z1BEZ(Xw{R_U~#NQ*fxB{e$nv z#7R_&0U7gpy^uU@959Kg58?VX0LjeM-iD7Me6%XCjVmp*)AyI;I1`*JU4#%jg>6Y) zJIOM_&meava^Ne?L7k%9fWzp)D-E3HrTW? z8m#A?TX?9hrcCh{+jF&FiG$Cd&W2YKE%!_In|zgx)FTTEAx#&w()u0*VG(P!HgSru z`eXYx5*xA@4Sk9Bw9-$o1^Z+h{eNGqfsiDBENTiTA-+sLD#{a+BtiI9uj54<>4q?T0L7d3T1(SC1X^Cd1}|#IECqF z*|_jmfXt0elXv3uwu`yFruMwFiQZx$Vh(Ql{gJOuV8P7Bu*oYDS#zCP={UWf?U2Sj} zH3h%JWSo}cuSePcnScA62rVtGXTiabcmv5PeX`YkvdDu7Rn2x04&?}fhCVK=67Fb% zJs$X&g2_{ar;ckpL|F6cUavgQQq3zmyG7jjB)PS|Tad<(L}c#TnglTY@aDc)drFBR8&G*|0Ejq|yBGSnMR zJg41ITBD_K8FPa!*LQW-=zW35Esb5@P!GeKtn`D+M6G9oxyS6MiuI~K_kAjPf?=!W zsI5)b*48E{CG{E$j}#jWWX*9T_cYOG2BXxbNHx?a^gE^~jX5@oFk95y3ZWZOL<*KR zr$#$inEV-=Knu*QHC1>JYl!{?3uJdxY}H}Y|I3g$Q%dsuY1359EI(PL`+D|Tl`2Lu zrZPpEYGFKAc>}f(!3PammP5qg!tE`89wG@HLEQ#z(@clhj~E7=o~noEDjMH***y(9 z%M5t>N0|0JcbZtbGsIE|Ui-FcwG7d4=?DU=SI!_l&{V#jALWgu;~)4pZALTa&= z`GisxiaO{z0(DN zlK@lQ=cPYI7_6zpPVt%@#0fT{P1{PvoSu{tOS@zzO00;WX^8RG#&CZ*Auq~$i&=Md z^@h$PVBOcPNM8o|h2yibR#-WR`^&+y{~$qN!2RXwXnOUY!X92v4Rz>7f3zIz1m&putzwZUxF}fq6(p+}CEbAiAzQ4VxZk+Jap$9n9 zze7pshC>(hP=JN-1tBW=_W3p%A(st5&E`5kyuo6dsf=<2=pm zQt*kbu&+Hd=|DR>oMwp#;n=(Nfq=;%xN%!R`0<%=D9+r1UO%6wz5gMY1TWtfutY8CT^PTTktxd>Q%GBRVX@ZBc% zm=7%#7C*AGJzlH~VrqNK7EZ6ND^e81QXN^SLWuxNfS9Y4*|7Fe~3rF5eB2<0?%%%<-?>MM^C%`Rv>(>edhwb$9d; zH&uLYwSrkWuz{(TLQ9FQge}yx2w{R7xkBJt=!b@2crCO7?VhKHg-QT%V5p$PC?KP> zDDsa{FI=f)?f4z3C&Zy!F&FBH(TB}%`4HQEQT*r6OlKVWAL)2UKE zfvY&6?%Bcu#j0jYdGOsuCMu$xG9paH-ONA+yDq|2195Q{xYgzF>UQHW0~{{RHix$&70rXotn#o8^b zvi0T>fpo@^M@D*Y>!#}vzy3xZSBQO|!>g$Km&ki@Mpd#|!?AF;1B%7_16InM4lrG9{~l z1&37o_@7j;od5nISnE(p##zx*XrY^q`O0bhHHg;#GaA)$G5{)*`64#)M5a)yA(0BRDa9uNX#1KAQ_@k~#|NHW14OCcsxL?>#sC!HaAL&}F`KePB>IXXF zb7-wK&3$_PQ<`yS$A?;;atI40C3~>EzbpW9!mYr8@-bvzim;K%Hfjd6!pb~VkwG)u z-c}Ik*W9JO9gV2m=>P)&k}4zbAR7*(Xgx9n477ss;}H}Y#yk1EDW@{7h`jZPt4!SHtK%b`*{}L zcreL)y-XeK(5gPZot_yj;UCS94Ztv~JG7z?Y=aAf)TV$0r)4!vJ-0@umh=r*MYAZ` z5ntQf3Bt7&Qk4!;flBV zN$n|sGn>~Ixf^dnEE!lIB*o#tps%k@E?%@u?6{Pk=0s@O0Z3ny?x}*IAZKN!Dv#=Y z()8V~8eWVS#i9s$7CVIq3IZ6F>JabbZ1bB4NR)8So+@apS2vF%DV<5~xfIv^c}9$@ zLGHirZN6I4O6XHw5D@)XsmUlg*se^1FF5AZ00JNf|zYya0ao@K zD#uMaaahKe@@_w?fd5*NM#hjbN#7+$>HA_iWFNF1paywhJ_b@0xM>u&mA(3E{aDnh z!S8KXT-_eO_`GdMZS>cXr?`lMaWv(!sDGx_oMtCAcqDdPEJ5nS3V8-e5E8#pvB*=&|qRH0nB*INA)>3wYF)FO-4K1n&$9VM;AX3f?qQeOHVOoTgmoeXBBm z3%hsHaJiYp2A0<@vfxY0tE(UVKMu9ZS27E<52Wvdm(y6rj~Zu*R?Q@&#B%fl=LL&? z+7vB_S6z9)Fy2!U*Z3VRy#_Szwi|$eyi-=UrTfcr|79;L^cGj&Pqo{lk02Cvmw$Aeu%}E2pqZkO94!%2=I-0mT3w2>KXh40OcwqDvB`EYqzW``Q+e}-#DZ6Z}*m#LMlCwVDHT+}cA|zWJ`B}FooU{03`ojO9Tpj9nQeco zK>GkErfHl?nUryKS&=NiW5?^L;5gRQ`m}$v>x>ITLEjP0(u6%|tT*tf^wp21hzdjE zFVCbiW}70u@ew$w9VWKu`8!+a8Pn*1L#$q`hs+K7_$4~#z=@9+h`gU+@JmSC)_>tM zusgG3o$`kr){L--(Bx0bl#(tS)>BW{$Z!i^ejQInEI`COjv3*{^#)uSKMz{J%fEd2 z(yjf+M+V*5J81zBv1!t1nVFAhJ>M0)Eo;1sEWKEcX2RRISPuTMaGmc!heZ;1D9glF zKP3pDpFb|){iHH7|MbH+9aN12H_?i|)@U!IR&m9*%6>FfJmU4_v1SgLl%laTUhzOk zzOxZ^mpjkc55?(stigwf7QMvu%}k0wjxy0LPRbgIbcdm5j?@t<+&?)*t&<6!IG4?W zo>w?mos-0GmLi?w|zplNAh%*807T5|P95Vjm zcyqFT88GA`&+0X1LSo`}3!hm_)A)Q%>q^}D!JN(c{%7N6C#n{g`3N)jPO9_3#~H#i z4x(OGl-mDFTG56FfeAtYv)=mn!M~U%{%7?zr2?mLx(5hp)$u}~md}^mwbsKa9OxR;nwA@G3%_~0 zuW0YGcqNy`7Lp7LKRR)@rLQf2vz==lgKqXvfczD&LJh;i#qBY^uCw>J(+3k#*U+YS z3w!-dsg<9dj!igd3Lg6X`^M^--6UxB4VLJ|5^ z_VN+ob)4SSV#61u0dn6U8^2>Q*F;O)OutBM+mR#`Biu1+SoEVU&nu0er^RjimPSkP z;vz~lLgAeD0>YcG@5@ZCA8zEE`s08u$s&K{Dy=uv3Jm@NJ+8z2B=)Z}-Yqh|_!nzB% zxcf@N|10#~F`?qF3sFGZ!{mN$Spzi*qSmaH|MG?Sq3Xm3X3MfhX(}m`J5;v2>Ci^@ z0ob-g>E9$iK%KG9?SplO=&vI#Mpl3HS&gA>SPRe-CwwB|^gXm}X4I#$9@63-14| z$C+9B6W}d_x z69}}H-~se*R%>_7KrN2dCr3c&bUjpYkxA(cx-7P=vjN(a05W(o`mMdU##9AT3n)ka zv4{b{K!rH2r<}?rwYn|G)tI$TTn9aY2NLMUHT82y`K*)Sm4Zr5MDm~Qit8l1g=)+C zP($kur8_nbLpm#yrpq!3jAeSu?m@gsgVaHYhz1^wfW!xdqUIu-=5TzbK5cj+`<6~z z5<8>dgrK^nbIGjaOEssya|mKMh@CC$fT{sM>>IHvh6gTYWCZp-`S3j(+Q^iV>QJOW z*qALCY^1L;COPR>tg2Yh;M}}lF}vp8i?G`no^Z6v&zr2N#K9U&=m?l~?H=iRvB`a8 z(cEcdckIg^wv(g)A^E}YK8xx1WAVwgz<|qjGVZt*k!;R+AQOYQ%g|wtrc8=RbIjac z^*`*2VQDPQ_a0?`&X(RIRqkf+Fvn`osF9|~r`Dn%u@w?r0nc`Sju;g>SNJp`CVFEG zA5J2)4{X#slJ+LePoh_ip5QX*TWamG%Y!b`u571mAC=4somcHW&v|ZYNQ^2dXtyzy zetx?YV5Ri^w9@S}X9k7NH}asPa_3B|Z~QwKbR2QMOA*_(I0emjZDkuD-=ISp9iMpd zKJM6_PGR5ObZ*h1&jobd88cpBQH@P!b=Xz?NSlB(;~W!XG~xOUm%mZ-uz)yOn%rkaNH zO4%}{9s0+L{-6!FuWz6jm$I(Qglpr`%R7@urR$CWL0GZm@yO;xAD@sD&)#BK6Mjiv z-<8T>dof(cl8CvhpvHctz!_z8r%Nt*^pl*4l@wNWC zEsQNf*ezodn}Tp8>V&mO@i*sE6|KDTRMK#8Yy*j!`bxE;$PM~^>6PJ=6|8A=k=tA0 zvNY+(tVX{4X$LG&3LOgRR(*1WwJIDJIaZ9(_3(Sm7&bCNox3PS)SnKP;%uj+B%R>C zhKMcH@PrUNF8kdq8UlVWwH|DUzx?n)Vk_2<{;N=Mx1=_*C>Y5#nJ;j;QGW~xF#@np z&}fXkV75OrFVZDG^G`v^&|i%ZoF_h^&EV(WKx#-t#>|`>sL`-bql%E zf6j(X71f|>xQ+@}wn2@*kBX1iD#n)K3eqtY4Qqr8g0ebbKW>Jg6`}F*=bwc5QeRp? zyD}X4AA_y}&U+rKztnM^D-du|@N@NJUj9=#M%6O#bf(60RlN1enOJM@kCX1ig3CfO zqdHj~x`~}Y`YM|M773@P^s$d^E}dX?-FwrDFj=)&Rnd%gAVj$$Fx~e(LPeu_XA3}^ zJK1qwNxZd3*ger_-kO)48>40_cGhWRb7uGoj=$z7UpMhX8aK`f^Gn%>zMU3}|DD~` zHvOfqpg>Txtj92s(KjlV=6YmZ8&g5D#}Mo5ijdyQY};5Y@C!2kr z2G03{Oomp_NXy+7bM>@h2+an z)mTpJjo<@B;+r=`^DgP)Y@|TpaIXBZ!e**k@l`-3n<`k4oZZM;>6INNVz%l)aMz;_ zyXml4`h6b9Naabg!DJBCPr^-56&&ZqV)NHaBk7+tAexa^dOG%bK}0$ip0%o~jxqW% zUBFvHr90~N7lhI%M%u!mD?fOo!<5|mT;Hu6w(e|-E7di;lcBOaKFe&FlhL%3E%`(H z=b)jk`DqY?#pO!L<4e)wl(yh64bDe8W1Ie2AfFM%d#V^LX&wD!EW5@{;KC*#Jx}I8 z{rvEYtTbb~r z?~+>dOsa-H8$rHZKU}2004QoXOL`(%{I+$%w7y#Q;tmmx?RG^=(}8$`zI-KKEDLlR zWzIC8FHB#shDf~SK7JI$?`Zfwnpie^tW1!0t*NFdP94eZ@PhxAc?d1uPLgfdYei}* z3QRaUn_6MHJH=khD%r#{hJb(*;aKc04o@y{zn^BX>rHbyS$XDaR?)x#X_WXZG185^ z7<5%n^-DPw-&CBv3YoX>g*X$~RekpjPo>~JzGaR4;G#jSg#Bz2Do`MkjShFcLeyGN znh&*Cvvu2mAIxuiVhe09b$NLO^)QR2Rjl3)?Ix#kq> zW3a+soviDt#^ECbP%h)+KuTae<0#a_b*AW8a|9e1`WMrmRES<7MtFQiR#QwuQ~wO2 zoz981;zvM;hCvRgQju&MCPw&;IrF!;5cNav0Yfz@iO(HR7R3bJt!-sjWP0;kC&Md3 zzK2)H;+`}`0J_^8STJa$c@aMF=yU(_t!-hCz?$yHG}&u z<>je`rFM3YkB?uNgZ+Tm-wf#8kJv^9T2dg`z-(a1IiZ$9tB&4S6UjG_XC}2mOIp%2 zUkTeZYcT0yXyE#vtlyd2hQXK`?-!EReNOg974ENj>834PdBDV27Lq#WxqP%B_*Wy> z)58y$?6=#Z5eyO0+KV>BuP%rE;f?RQh&FiINA6>AvLCm`O=k#&fV*q#W*HT(TwR+{ zSyo0vwnW8CH6!S5JN}B1=pTFufl`>Z6o{;dRch|Mey?JAk$-Al63McFRTpD|@9je} zEk|HrSs-EwUz=1Tj>a8LSfUfpvcBE7AV<=SV<+PhvwfwfJWY{4KTXRNQqxc7QTMX( z5D+5XzJNTYj;7%9q~8kk{;iUK{Kt2}%cglwsci==6c(_SC1WfTvDxpiel@no4(GLh z2dC&cv>`#6B&S?Gm+fhi%wLj9{yR^#wB_O^lF?N2wi?IBs#dTXRC+<5Hfzmo!2gl= zZP0uji`8AR7i~Yn)l7Kzta}0!fg#?4IC}I=r95M-_k4kByJQ;B9BQ>3{~>~p zDWF17B5|CC85{mg1p|0>?}^lj-!I$uF2?vpeexYb9T@#qr_vT5)!W7{YPp5MsD_n+>E zUZwn3ExT@7WGJNYyG1`zE6Zd9lgzH4xwk^oRjAf@vKP?G%jX{ZJ+rFVWj>bwdCLER zTvmQ>{BTf;zd(hV6KA$vLAYV}GH0I#x3+Qaz3YC~@)Dx)BXzpyB`HanhP+q5;g>xg zP#IY%A@s|q)d;WKUrWyRSY=%@<%HLdpCb^sD|>Odlrt5i*4Q4T6l}+*XskCjroeowC#he#lQ>=Zx7+ z#@L95PIijF1_ogP0cdWsqG5rA)0g7Bi#rn{G2hDQb_TF!v<7YO>wcB162PhKSYRGn z(hG8ivp%8`lSH0X-Bp_kq31U~gwa|6DHawr?AtW)Ai5)v`<{{nO;qVt82Dm2J zb!C-1DW<9%xZj2f<4-}zMWuj%vaWt`^9FHGDSY?QYOW%o?G*~;OF7jmgaeB&SQ^ou zV9g7an%09(o=Y@u_|nYZzF#9<^xm{ebx*0=QQ9`wyJ-MKkg_`>gm7Fe_`yH?ZQiAh zhlQ=AgDG8lj6sn#5{!cj!|29`VNr@qVGG*D6;R3xY03h~r=ciV1e;sZbMw$U%t>+K z!V_2TNU}#h{qgb7IobFSeXs5$BSI7?JdwXdw$6#?#R$3>9dEQnb%irHYcMrg^b6we zm`7MJ!U!khEaS6Hi4Mu@5=CsSVS-8?ePF=(A2HCOHd?Esq(pUwQkOC`8rW!MwitQ6 zo!2R|WXk4zxR{c-n7#;5%R`itrj&Jv>1AED;dVp1XLYYw76(P=GMb3-N6pnY!$t9$ zmHB^~Dr~WQ_E(KRw)m)f(M-+BlxZ5#66LBmB?79<2wm&@RlC0w2ARUpI9zMgxpj#z zh#l`jhb~h3tc|vC81Hb)RlBdjh2G~rw>DLLv`b4V`{^#DE>bvITSH~oVe3;xijvpg z8?`^4+-dB^s;a5?D};v{sIJ6IkDKG!1hK*@Yw$-@axCs42zC|?@&+uEx&l50VxL-BU!>#d5t(wnovkar%u`PZ zi}1vYp5{YOkrp4m9Y3FJ`9)yIBJJ&cv&0B_kGh)ot+a`N)3g~)n@5fd*qvlF(>#51 z9bk|-UWk){nBIz=*hF|ucmiEy7$BgH%D-=r8eqT#y?Bm(rOmW}2aaVRMc3J|z2(-) zy|kd8)2X+7J$gt948fwyWDLWQDv4HoJG>0N`Hl$%hn1MJ`K5xYKTAd-t5BA+wb>O+ zCZ_3Xrj)U5V>#VNQ;bH!f0>wNwob(wy{`_I%$_V^lyX19U2;|}I{7`Vo?`?t34NUR zrIQSe8oc9eh-%l@p8|}1)-VJoYzOGn2Zfatg#M07n!fjaxp~%sopS}93cqQxz z(mA5!Wo-^)Zg~ZF-cN5$)K|;&!#N16k?sM{n7QcQrGPTSu)aKV*ZbSW=2e*4E%r`z z5U&V*>9Zpt=(4&<&70MsCp@6#+WGi-3U5z$_o;4~0IuEJWg6_vXYB14j~03<9q`~* z(E_;2m*_*WGlEK(^x*7DYf8#p2d@#J5aDEyEMHz;K1|%8d)xZoLRO!nQ)GE#z75p} zP4;}kN(B~ks}P)mbY8Q0Ynl*Zm1a2;+AYl#%NT{te3Qiks(}eAijV-(3fXQgT@S7D z0;ByUz4TS1sV29*A7PFcxM<7bzz3(+`xDOm{k_ihVHJ|U`Zh?bDkn_sLM)bphC6Hs zp^*JMcLQsgs6(&VA{$o~0Il($|9CIw=H?Bd_ISfMtD?FF)DfBuj9k|Ur|a=lOGG&= zQOX9WBldyjVbZ$#&@7A{iP1?aDXNPrs3ey?B+S9Bz*i%@nh!xVAH*YlZ&WIH;6ev& zS#nXo>P=<24sTSQQZ^PW4Baj9Ycndl_ijq#(=#1&C$oS|QV~_Ax+WDTj@W^WYL26#BDB^g9;mSi!I_mtbfwIK>#M=+X874_5*I*qwtyQZhCNka{xt&-CGUv7W0}_|NVxIlhfmKNGXpQ6bv; zF3EZS!6HV|>189KYY;QTbgQzCbj&Q#PW+=N>N%4F&zc}I4FiJUHucOzn>a^I4y}sN z32#^@?2n_Fd|HKZwe2NFBOV;F6`1bx@Z>4w?umDdjMZT7%)C?fPl8j6ZLL#p*iO;Z z-hNfxT`%aJuj9^i1=!O5|J9mvDQ$y0QP5+&1;9=J(1`K)1y=p{ejiJHbBn>%ju3h_ zyX~W^+6pV|G?)eO6(V=9?JMM7Av+I1%uhfJuMM>yvK-2g`!lq*9IOM&nx>{&y0C_&+_(!2lZ{`B6Af@!74n` zD0bTkA>W>3uc*iG#zXGuz^6G@6Z(RixGnU^-3Qu zGy@DT*B#gSUz6Bv&T$)6GxRzW4|V0ym7?D^jOs~#_{7Vs zao&YtacYX3{>`g+Nx;?Cd)WHY45U*x_sKyN)jc%>y+hvSgM`Tb{{GC|+(%D0fQkqH zUl}lO)^ zo-cLxf`lXbf1tUeF%Zzwi;XvEvR$6q_s{&?&2dr6lIIx1tH+Tk(YgSzFcmxx%C5Xn zC~s2ykviAk1pjeAOz(0=z{SbAs~~71Xbcgql@@(WlE6(=jEh<@40vYp3*EG=t1FvH zefC5>u3!l3ljE5Nl63A`E{53h^UtDS%AO{d+Qn^jlKVmH1UEnbTG;HtGaXEnY%cdO zto65s5I6INq}|vKg&~20Qg5tltc) zzdnA))Bmzi*7OxwitmK0Iud;WXoUu$_p>&hpanx&TW7PgSGGkNNL@xBoe!zlxHOk*UcG!9^&ULY69gs(| zu6+xhnKtRP0Tv7}a;YWYY5#Eyr9`d_#?{_JhB7?uu_7Z12(V`{%5`I(CzG$ z-6{Uc-Q9qR=Z>`9yP3j`o;cqq)(GPi-9IuJDv1{i}tk*YOW_ok$Y%1qH6nv10ciK&K=I|vztvVWfoZ@P82kQ){*+6i*@{7tY4rT$kvBPE(F}#b znDPw9dPoCsZOPt`oqqyG@ageN7K=O{bu17^YPbb=SXt-=iv;Yt7vgWMABD6nf^9wU7Kp!C2H zXyfHuIO+Th_yy{nK37g-uL2SopqH)zhW0+dR}bjnqKB1ugSie5eENQVxUUTYO~@Q~ z%yX#O zR!?KcbI0d`pZ!O78Y#8HALTCGF#EIxoIluEcruT=o}Wa%=ho*Rq@2(7%YSlApBt1g zM#X2iLbDzHXE3j47N*sRGj0;k40FBz+)BLu_Rhxw_~Mstanzc~r1?$CMDP6XNvUL- zgBV3xmaO_u1eh#BA6#xb4fDy9Y+b{4Qfx+ zY;(x+6fi3U&%g;AOP2Vb#doH=>x2dQ{0zZ;1w2j)D|B{aOA_Aw4FN!O$0)_-0h1WU z$Hs4*Sg1`Z>8efOjXI;fTU`G8o&FEgL;eI9t07Ss{e&;~}(#uCcdAx*WNT|D5k0~V&GQaMQ0YV5tVo`a0=P)8(0`~^71M32AljT>ZE zjfrV;WS%Ho^?B<7y;HAFZb()_@KEzaLs7?487%xo)n+4|OL_{pPnU9t2+ z&lRK{7gFacG~^^BS`R$Cwsx*A-`mnA0BzyMSI-DgO+%r^u)Far#Rn6HKKUd26H z!)V4r2D#xuc>;Db1qoqh{FeIW*G=>6GOoxcnN*&F z`2S(+ErY6TzcAYGf1Mv#{7Zb3x4yEa|YodN>VDc#-OoM*rP-gZXGeJjr7e{liy#yKLcYlc^WdsG*?kx z^ZgYYd@|fZ&2FP8yYTD(oxt{u`n`a%7rAVz-1P#SEJ7dJ5BB-P81Sop!Q@Q?vFQmC zKDT`ueuCegBt@Dgb_5s|Sf1a_7(LHyl7AXc%{2|31XO3+!^xY#An)<8Uj&s=XDV+H zOXY%4J!R_;KxI?Kwk2}6Ay_7V7Kn(A)nQw7m%8JeG#`F*@zI(+Xg>H#B?gWlt46p~ z7E?O=<*@Ef??`Y_Zr~&`Ab=D#!8E^uBJsYI2PQxS5>&7QX~aPSQ__)ScGv9?;x|;~o#~qFR7BBxMyWA}%z%f(CKEo-~K)lkr?Y>7PT5u2eUB;;BbjKz~cN6uc^Z5}sxK^nsb-`FZvA8CN(e=e?>t zqxPQ5is$ag{q>mdiL>M0IMvZ&BbMlWyeR)FbQ7aX$*3M6ITTVg?1aR4>eNv0!$fYE zIl+(d+uNvWfDWFN1!h5dCfB!+D(yY)H|>QA4Nz>5#+Ok^&|JttV;@T;teHCQcSb4w zoF3Qs>2L+gI92SqTyOQjY?x|CdH(kZAOF_1Qa>B^r)J=$0Aig_5~h8=u%KT~V)dtH zUF74Kl^Z+HiAZI1w_0+-M)FKsrH6q_;0ikmhTRk<*skM8kH(uYW}1Y+&q#$gX^?5t z^``_Uc@-W%y=ma3H>C$q?RuuC@xuS$vyDjaW;kQM9Cp4i;|T&!pE+1FtE|7lLDulo zOx52}!})cQIzhLu!JHr(rJf?!o5kkDpcKr* zcsJBRB&o^W0@*xf5^pqxMbswP81be?Ie{t&6W4&y{;du# z)%3v0(u^FKpq13=IapJ7Z#X)SpRF+IB^n}&Fvn~_JOA1i9Q;t>3iVsl{`T-p5!v{E zI2*Oy#n=g|h_&`k&<%H~MzM8AjW4CD3&ybWi~3TPZievbg*Qz4Bq7UMcNzd3iyFV~ zy#US@YzDXv=1mIAv%YKi?9%tQ1%bQhx*JWtDDW)+S=;0}j&x(+` zkqH|6?243zKKh0Tua=?beTme}EcPJnN@My?4RgPHaJv*EE%oXq_pf%9&q)l@ex6{D zCDV+_6troNpc4jh?Ti2!SSE1HFDJW_6-6qQZXV5yD^dbf9{~c<`{OwCvb=a}UaBi+ zJ00-)O)Hb1UcEh97Ah;mi8b#jL-V$F*vSn@v=8eo~eK+F9{g>OZJqrBYsHPQ^`MHoYXjd>FmBeg5e>Z>~OKzg{{|BQhs2 z^i>JQn$CCx&xZ>pUB0UbT+Ik0Li=e0l~K_~E2X0<4Je1rlYfKX${CJ2Wt(S$h@Uzu6C3JlpA~VO*MwwlKH{$T{iJjv z@bB@}E(Bg8F~&8&UTnkU*t?oJm)J)$Jc9*wy^9v&vWK!#XLtYwcC_!2 zDJUTO`CoQlqPC&uP`whaX5l5X(l9NpB31k#Ye@5HQd5Wkcf4TFQ=;Rb^qzeIQ@7$veNqJ$6X0+WPBK(R0P81l_-{GNiZ(H@CN@yQ7&NuaB$I z(f&`Hm%@cP@1z&i(uS> z`-a#79~Bjca!Pjf3al9l+iLX)VFUjJK68}dNtfR0!>shJ|8Gu0ftkZ=Y13Q8%rt>n z+K&}kw{5$*;F6qwUpKzfXLW@V8uDcW6-D>z;ch?_@aqW#*gqQ!HdTGkx2w^|i;bH} zdUh}%ec$UDA|j%$5#H6du6LQ~x(boK78k776>c)Ae@^sNM|eJIr{ z`4X|xig5Z@4sDM<-@WS_z1xYgXn6fVtQjT&7nU;0T+z5GHcXwtt~wmZCquH{=EPp2 za#ArY8@w_$W%4ze5traTO=pG;UJ;7lXoKyZ!-iJ(YX$qvSTYO95hj1V#fv}l6y zV{7@pDw@VR%0-M1Y7Op1$D4Af1qE(&nNx!`rQWozNN{LHzlClINZ9cAV}w)oGmPVH zujg69A3{yNT$xjZ{*@QXy&BGMa4(CXVVfCwQF|B#T=BHrtH}#4^|#aNfX<{1eT@o% zb7+0Vt?YQPW-(~N1K8GjYid?x+R9e`{++F&0s<|TIA+1h7-aT$SE*jkXq0K`Gy z{dHoM4}v@+^zH#F`W|UQgAiyB3ev~!1+1}Dn!~jwrDbhG>Pnf1r%1##h`)qVntB`A zQ=8NAjxRZ}hjH!DRjJzBbut!6B!o^p3rU$JkN5c}r=ukL5P*lxA()-T`)6Vd&TYEzcdZd|W(+gL|3l79@lo7Dzs2jFQ-ezH&v$_Nyn~GA* zRK`uqg(kKq3}1#aFHQC-I*64LDV}RLz?VfTF0$C|gjif|Bw7E|@$;j8z5RZ8TiZ#f z<&!V|c$)LopL=1W7^X6EuUxCV$zD!QUn*?@BCzPq(ZBb{3zy>J9YA{< z$Pxmu`1TYNo*nLQ{a@X`F1O%AXJKG06hJC1I>^IOXGV@^Mpg%eJ_jM@nSgl{@RJYx z%nVE%n96$bPZ~zmg}poepr?|s?B*C=iJZqARPGqA3;z$ot2WiAkw=gkRQhRkVWTvS zt+Xaot0oVvO21n(_e@?ZPvTq?K7|!d@VKc&L+q!DSQL4nkPs|7Z zrzUTB+95ocI`w*P?KfUdb86oM<;$zO?Gis3rT@cn7e(yjEH<$-yN%W zE!FI9u{K^_HWps?@`vOZX_tW1w#0Z}Lj%mn;HfWZL(jY zRqCSwx)p0Wp}$|qvjOAZ*z%96JGVVUdMLon{hAiF3IJ&Y2%RJRKAix(^t4d*O!9Ix z_JYp4?1H=UFxv<_uDoAq&`O|G^L2bftM=dT_hUkE#(p{6K!cXKUo$!|qiyuFtg7Q7 z!6xmvtXU%vOqoVg9nysp!25ZDDV7=Dq-2!Y43XY^w9tva%zU0wp)QCYd(pE?COE9(p9W=zLLhvxmj(q*yGN``L!3FOh} z77%E;Jcv;18+H7B!zxk&BBf4<`quf6MAR1 zqDYju-lc^%A{PiMs9xKwkk+?*8D>tM?;{R3=;cvKwQ9L%Y#`}{Hz_pJDz`ERrLca$Qd~8_vt^RGbD88#}xt=Ua|>(N>tDw^u><;`bt~b7jxony{2nbP0co;o!WD` zfoO8z= z+&iESf=2f3TjHc&uT94GoVfd2$1_TEcnAV<0Qm!V3?0ZOmN6t~uopgMypkNZL4X4D zf;3V<1~+uEE%+eVQfoTl=alB3|ivU5QE`@t2?PDje&)h~vnE_LBBa zY)q^l!r>ys~O_s_O4(XM{y3x>HQ)3yBs*jkJf*<7nl(#IoLS3EYnx0F6Ru%r2 zAW_b2XE-2*tm@w>san@^-Wq1>DAKH&^oOdcmI!q6gfzYMTWg7H5(#1r_^B|>;NtQ< zQn1yU20((pw9l=g4_12=%m>8+c&Xim1LHOTh%G9OlOP0J5$^LTKkvx zt)0-R=NKHQ?Z}M1_w{A<^(}y-LV*pa6XMf;_RGFc^!q*TsoRcQVNjRK({B~hInQ$S z7W-8ZD9_B-*LOg;0XWCdnJSh?f-J?uJM&`%4;LQ0q{eZr_K9T&VeXOMKmA3WtuhyP$nuF4 z4QZVDb88fGI=yiSwXobW$`qJ64aeIlK;xEf>p8G=C~p|WdE^8uGrE+p-@G5rl@~WI zLFA*ms!$Fc|7`n-sMeU(CuU54tzi^tg*34_PugNaDb>LB`x}$3#$JU^gV6<^ug-e0;Q0I)D&`J9 zH9OH_lJfmG(%5l^K`)?ovPO%89OV0)yC^)!gNdw{myW%wqaaGAKPxzR#E{f#mV;{| zlxEvfxi1C<4hOM-F1toLV33!#Rsu(X^{W|Mk*nHejJ&7i-_YCkKsOLhr&{L$9!lQP ztX9;Ih;QXu1`=2D8Mkec9?#Al(YH6EFga~l@9DqYvU#GeRvh=$c#uY4Wrh|F9C{Rb zqX25Zk$3n=XKf{mAAcof5hf9N+>%a_RudC)>%rFl{d_Y?M6(d+LUM02)B2Lv5SQhG z1k)E&@3rwq;#$)~wUoOqO%Fen031qpJIYVk&suM!ACi^4luW!12}{ujrw<>II#Ig& z|2ouIYcw5VJTA~I)5@G2ycVZdx!g{GU0}rkgwZY!2TR3-r$>V5YaDLZPay9&e2>z4 zbjf(;aoH9JhZ@37IfQt*kU?_<3626*Oj;r-d9fkx$by7z99`b=(5qwLp@3nmu}5Q6 z7kIF9La_37chOt)*vWG0BijNKq z$GtD+qW#hc??&tt3xBP|5tSHQLIB~8Y&Rt>ptht%XH3)AxMM5%d!iSS#;AWN(cf^9 zo?{>wWG69(*X0`T){mdZCygg}HJi3q_JLD1vr8daD3owIt9#Kq8k9mV>)YO-V50dX zEClu?xz$8+%$W(xJ=x})EMMQ#z~79=4^McPx>XEGgSyAdMnv6cmQ4Vxek;~uX{ zG_M$-Ov3#`wUl}@K=<}N>=)^S`!ab|8tgvUMEQsmG{Dcr0bKl%kxz~T9D^vU-WP+6 znTxD07oy=n!zh!+CEHDfTj)=SbBY$3ik1{dcq3Y$F{%D@)f@rxBQPsinc{f4l`uX& zzF4b_h?G?5MViPPjrRJL@iSjSwCBZI z6mbKE)b4siwG1h&$crQOH=lr}G!s#r7JRI=EFp@sv9d&wNKADJ#xbVVC}$St^fNaC z#WYMiC=kZYfU^pOdF&MjYXZp}`xNB-odKs<6X&;nUeTn4c0!JzbuPPg-jMp$8J!7E zam{plJ3Lh^DIk{xYmMV!M-^%+ekTGRs1a@n1qVf1>=0vFoXXDXg1`KwJp#vIe^36z z3t0eg6WlTT7#tL(`N8EikFed+aJH;b)p`u-^lBb~+iSe^LmV{rBdhzfI3Gi+BZomy ze$BV_IzrrOYd!%U?K zc|$l-G@RH2;mzZeTHnVNO)^hn95B{{azegw>{2goaKw9~5sAT>V;Tt(jVzh&k`gYP z7Lsj+E4)z;H-#CcX< zecwol(Imy^;Wi6lI{m0FRa{L{m`9|9O|`=bSZ4L{WJH9E7nm!95oqOZEAa1E1N)$e z9iXChndC77R7$|Y01@=Gh9n9l66nLa15kTvSz;T~GmCgMkt71F%ohxF96)uQ0&jw2 zIfNWZ10Lj*!-?IJrA11{0b_@lkSJorz&bQ`q#!}C}suP2HA*peK0(sZQ&#uC3AlgeUI zhGkH!g~Wf_FjUmwDdaJ_)Dl>;i1SWiS}F0G^IUdKfU)VmASe-=av%4k6q|rGIMSx& zGr^2M)tUZ|3C&1VL^@|EoHDfDnmw&7qflxmH>H%`Q?7mtz zxC9u0)J_4mkq*z-b8zFr=)CqTOXu^zrXJ;X)n62FeDvlw#W z%}G^Cgm1uKR7cBSC>5!}MHBZ9dr8b{CkEB(GYb}Efox<6JW7Ks#v_j%E2UtK)IjGd z+sycmBgHhAV~FmJde90#`@?c21?{E>ONpt`1F6uAZUk_LC4pM3R0gQaiByE7EG|j*Pa_N=WdMko1dInTAWE5oV3)D^`)}3 zy5qm5cAm_(%xp$$*-M$92;2KK|LbY zi^{J^V?M!&8<%(G)Ad>_0i)&o>6+S6TtK`G{h;Hg4O@hXpmftg(J;0h@01vNo{FeF zc>SE9(B6Wl9v6!!#5Gm!w;w(qc!9E z-(ApO=RXCrpR~f~;~J#!>CW8e_|e1UEN{odo99k7bTcu3aVmRnwwv~gR!a`z+krvQ zMtAR(rGG7~uA0&O93%spx|Gom9JGrxaN)DhsDVLJ_Ua8gT zvR++XtwAXjjh7w3eS`-s0k=_r)P+$$=|+BFPbnQoQb|Yj7 z2jJ@nijFeUI#WD|sM{TTIV{5)abc!-DmH)fHD|g)5pabKaIRk-)3ijEwocMj;tp?M zRk2wVZq9CILYl0xIpQD;JN@_l<;ADz8IIx(^l}&d+H^c$)0zM81tZH&cUn~dcr*c) z->t{v&9N<2-h0m74UHsLrp9ME&tcbSmBbUOk3;Eg>z z_-;J_o$M#T2pH-%PbTR0_wE5|_P`6s7r&E`gVxTu`&1A0k8CiEPk(c9>n;;z9raI? zFzL#LXuTiOfB*Tx`GNV~<7B>1SrDcD{bC@C-} zS)OgNKG&L|kS1Id8n#E!k|%hTX^$MV9Q9%ju)mhn&tLZWM7gFa2qbsrZ>+BE7fWM6 zDR=j%ok64189&r@u!IYeF*2$EW~@9U2tZNRvb;~a8#|wm0m`xXK(1GNmb1v)pC1=r z%b>6U)DQx&1UK>UAOh$?zXDK8EO{6r!Pa3cM0C}zZTiR0;{D(Ajw>+fH$HNyy@1=F6C z_zNEMjDa9qBQpDKTV2aLn+M~9;-{NEk(w#Z@eZIeKA3{PHfYioK-X4^F>*-(z; zoASpy21~DHfC&b2kVt}Sf4UfU9234>1I+gOyjL!>JVpKAaEORRsrWxk-TkH)2?V$f zzz)E;F9P4=)O+=Zd*|cw-a#7w7E#?@z2oLbegEfcz}*>0rI>H9O)o=k_$=Ky=?7fZ zrt4X~qKXdoovG^^x6$;c4JnMOQq1&@%-Up)kitk#DrO=Dz{$l#vEHOEEfx`6``x68X8?rr@#Dt~Vh8H0eG8-SNM6}} ztp~TCIkJ4;-$R5Bbx^v>hY~c?;!*y^Q*s1Own;G5-gxU>*S8xfn+~aB*S$`z|hx8b|$Uc*~(43B;kH_nr1D>e#wfC6hmcPEf2lZ*d<0+BVYUF$V7a zNpQnavQ8-9(^I4RL-b~nF9yf6>q27fA3|!8e1OXbW|I3+>ePX)oavBV$VyST*ou!D zwwUIP7gDL2>OqB)z2s$E2~0vGD5)4-UL7*mN@%V=gctTNKK2$NxMqW8Gic0=ElPUo z86#^HAU5h&&HXYPCV=infJYa&* z`i$1j2Pg)ro`$N{px*&-@V=FLV_d&gX4%Z z;%FFhqZ5NDi79itUA{=jkY;7*Mu>a}b19a-GV8^0z+ibPyv?gP_Xm&A*RtHgVl~ZuT@%BA-a8Wru`+=ZDa0W(cKu` z@SBX8$r;0uv8dGSGDMZl6guL_i$Yikj!64M)f}S}LY!V86BR5@+3c`T=&yf5BfH)4SMxmqaWTU9n zyPvCF0Ooxz<9{V{2i+-#QTP!VJ#7$9%*{2bN@59w(gIa1x021rwGJtoTqlt1dCcTe z$0*fN>CRBA7p-gz7~s$IhvXF@oP3R(o_s`qyNeJ~NfSylOm)-rP``ZLfB}p6gSSaV ziLKVCb1!LW=h$;(lZO>hWbr?-n4hvfA`kh$^9LA_ zxPW52>G1?`)8XyF-rU?oB~#f*ENU8L)Gt0sxgYcTBy}4@Z>eB^|RH z=EQoLnoCVti$9%(&z$#{EQyUu?;C48eEdWV!dJ2_UUw-qK6IY&;TEdUGH6m#jrgMA zP`BEPCE~z%j8P?eu}G}yD)GJm*7Oq+`>t~aVSs50)KLU#tkUjP@2rf3gk*40HPQ^l ziA11xT4Cp<|oX9(Xrs44rlM{E}x3U45un?XeKKB$iSO0oD(`TAvGe zJI;UJ4QY1-y}bB64fsDHtz0BE8ap{%&_wd>xqy$~jJpPmU%S9xdthZP*OL0b_Gb4a z3EK~3V^#GOA3X`W+D-q^p2_M9T@G{5y2ZZI&X&;M&J6&K93?=iFF|B3&OWaKcRoR z-z?I7W#f@qW=!2N4QXfZqa;8h1eT=;vx?nmux*Tr$a*bHLm7e@a32$qoJ2bt-~zT` zs!8W{Fd1q+{|2`rxcaLv{Ht5Pi%K8bnF~D~In+gEi8ap#*`TO0&*;5(y_6n-=bnMp zMJY}UNZUz~q8QVKoyN266ou%GXVhEv-h!$D*Z)a*FVUiX#lOvb_}9y)euRMD4`3hn zDi~hG;ogV4oe!FAhX$uTwvEeL2i1rOiHvC)F^u|($q@8-HQp>s>G?sU@D%u! z`A3HV>S6$SVJ|)I4Jlp|tH+Wl<7xj*Co`L}j7I!;(R<}dq;5NwJj71!r9DqjLDe3I#j2}gd0^t)8nDr9b1PMCe03yoS*kro%-9=9Hg<2Hv>)$KH{%TD_DR# zQ=Zb~fdEKG!Ny};h8^CranlF`AUS>qsGVVWc>yf9(<2sc?MT5vf9vy5|4RlDfQT0*14OWyDnFjQ zz2ClsrCMc}IU=w3W7*ZW{F(nT20CxOJCQ(lXJMj|?roc7&LRWQ7c2A`Pn1V!T=f(5 zd%gAd?+7DyAz{u^4IjYY;0ztY&f$_MCf$g6w7FYXw^*O0pIa-mm|Oo|=d9PMP&T%< zQThDopDW(-48evxD!v>;*4X9MOp@R}NW+tAFV&#;M%BOD*R`??Mr{`}jdUUehV`2k zbI+%;ppTQGl5!N^rVJws4FDKLwMVag5D&S84_1>YpdwS1PJ7aw)+}r#!|WuhvC27} zA#wG{IrO=b-dp?Z-;t@{fiCuT4VniPeXkGn^9V05r?2Fo zv)E`Kcwiys&!du$F0hOrtuTddnCm2!D^RLRMmLSgRb6D`@o;W-w=gb!*VVzhmjClo ze$3HvDLDI>yhr8wwC`TwBgZ%|%mI$7CJH`tv1}q=kzXGe=C@Cd6KESodogLu{V(NE zF#TJJMqwV@W!^+u5F~{AJI6$M&cs2_dI3_{qzE^-{R@-SP6yLR)!1*~-`K@CHgk9& z^Z?Fuh17+mp}*2Bu$z&I*CH`qkAKqNzdE{|z~&H4!X33Kr#my5*BWhCDVbXl#xTJt zPzh5i<;KC6CW@s#VoHq^I=dmrep!F~pN*(XPhufs$4z||3?IMh1N1$g;p_wS@58L> zZ@Js)=;_ZJ8rv~|amwR<*eD9hk+Nkj{HuBDF(7zm;eTTR3RrzPUd1%R3o@rofBd6| zs-_;O0y7aZsbCd_oi~9zD2wsxx<=}Ae1>**itD)VnT313kvHU*VIT-4jpWIrY7|%* zVjZXLly29Cdlc1Ji+(ZCx|%{X4mDi}WcEfk3)F0^j$;&;{Z<&x!N{EQ2A^9Ro+{O_ z`HwiGeqs~AXyp5P%?H9T2JcWQc{b-~>QCyFvPQ0U^IYZfoR%gnmtsDyU-%zu!Rz5g zyFMm3_m-?}F)crUV)}_kYz696dYa1oa@A3Mb}QdoDnl{ao@*$X5ctTSI(+#34vPE^ zLONF`Aqr$qD~Gw=X)rZgaLB)qx0^^ zJivNt%i!I+(&SDJQjwS1ggsA@GE>a+lFD6BEhf_{CZlvY{xLo;7+@gkM=sK|JJR&> zFL^^x{rG13um!igLNqd&-4~Ymz;y4xM#5DtJT0gk#8kt~N~PyJ_(6$1s02yF_H0vJ zmDr^wuQ%C72Ex@iEl`A#gY!-6hbi@UN1Bpcps-r%_Gyspuavn7HQ0iG11t8Z5(ITP zlTlhlvktTXDZwWy!K&7)nnyDuUBT{o^fkjQOwKTQU*2p~&-q3p^uLd?7<-spi9>7e zl>%vI8fW==*h zP-Q=D(RUN|T8KXCWVjo8%3ghvlDbRpynowv;#$=Ugubmj?eJ~_JvD$6A!Yha3ezYh zdQjKfEL<6=Q<5NUyn~+&uRe7UJrQ()>ELJ~36t`ETa&DDvq|5Y-R0~RmD6c~Q_dX9 z9aRDcuDw63X>5j=VJtqs8fp|hBWRCf84(8jZH5%CcP5~JUjrb)G-?S2sW$|&73%T@ zXqiO8CM?c!&ilx8$y~eh=D99NVYY;OnLW(t%%Rhm&eL)oHo6B5X^VL_y0ckBfLR-o zo~N?ax^MYm30@9O0$3F=2pZ$BU$X{(0CMi=6`}Z7@g%pa9R#5-KG(hDGIQ_vxDTLQ zZh(=3hOV<;@3a4#<3L^6PlMTOrDc_Ax3}S&M9|1Zw)QLV(P}3}mH+dh(=7tV5jI4|v8f)sa2V??%%fJ8BwNmmC6xwi>I$JO1Bv)wSm@9fIcPP?rDX-L!H z(P1#o!oko8PPkoNEIFW@5ir${j18MIaeYzD*$(Se=o!$d{PJj;AmCpZE{6jc*%gqg zQ}-8yPsEXytdZzeu*f=3?FnxPj7_tJ?F+{FML|wwbv>BX9Wi}4c-9uJ%!*TY%2F^V zc7$4eQ5lYycODw9l}6h8z2Bvdd{3vS%~SW@Gqe=b?EhS!PUdVS;z+I^Y+eNbF7z5k zuMcxj_BjjSp;G00Y@@R9$fi>R4{#5>K_H6fJsIE+vaA<6{Y6(^ZW{A}v5U}eozPsr z|JGxAbv4@mdCtENI!MTnd(vESU>q8BcfM(B^bq+kkF15P|~6bb4kX9e6rD*XE1BpqK_PQ>{UcX?VD!xCGPY-SKs zQvf{;=?^XqzV(P(N9LJ9>G+K@&$u?4;T z3x#LL(1XW&sJKpRe4Nau*WCv>=WOiHK^+ zM)Ln!uKThIYZ*XS-E~AmBVBU!l8K>`NTu+MC?zJc_%ckXhOHgwq_)vxCU+}Q(q5;w zW#hy81323&`9~e@`fj=JmDSgkP^-gkIJW~<-KCtX)F8@7f93pZ)&u87&20aCGjb9lQ~NiKB#<1R#CD{*p^}@WL*G4DCJT zP>!>rFo!E-x27F)p-NMO zh6s^ckW?pjN3cg~bAcg3hqJ=-S^GiT|78~{rvR1q1p_K`s4*K>w%%Jwc2y9)`4zqX zC-xm0*SEf6EdRS+=$jX&pXdeP>!7fEbfYOBJa+EzRCNP(3jA~WuRx>C8~0_$btHK7 z&A%X=#i2hHI&AIRbV@K9d1yI#i~%Z4Qkx-n43d+@8zsH2OQKFN9h{ypehFU?R0;dy zJwDI9|1{%`?Asn6-ijMX-p zS`N%rTC)}B(d}Tp&dkWeU6O+`9KbYuFUrkHe%MLLB0XO(;lN>4)RkTae@Z`E)V=&N zC!t2UBw5c|1^a(y+_;56LG1*Ao+g2*RSpYyNUkgF`=I1k$uP`yNs5Q@pvcd^_MNjI zGlt2YFGXLS+xC_0bz>a=t1y6a9$Ok)1W>M-06T`1v^3qAU+}D4_sn|*lg`QzH|6vm zz9MjAR9Zs#04tgW`vg#rQm2b=2RsSQ>r{1aL&7@w@pB9m(EpfNT24nf37GF8o zbiI(75u*;CCdpCMBzKZNjw|iAA3U*);T5J7FSFXh^#%Qyo6xDHJP4b_7neh%O2u3T z{9vXrbrBPuNyk3$yHD`tNf&X?sZ#KZ)z58LR!uWXcPouJDG6?G?l@~LVp#&;|2>PE zH~uRNi^5|^WSyRT1APkjy3c+G17oMyP!we9e-)U@YcDqp%0A-g*EhSBV2CoEYkLO3 zK@Q-fHyWGjpg%m!bw)uue^vSQIp7s~uGe|3hbEBK*tX5uv>7F+TA_7*Kju#^dh0Ao zNP0|py!B7DL`P0$HwCq8C%Ldj6$EiseBPET>qS2@Mu--v#W7lS$A0PTC-L#ji;zNL zF~er7BKuu-=zSJv_Q=7(fp}m~b&M;JU<4;M6LM}E6lttK?)q$h5T>XH;+CU$-VQi)GtiN!6P(sU_LUkKvpPMyLu{5A2_d%z}3S0G(?SNBY zYybxcjo!p#|^{)d%!2XaY%%9oH2e zGi8RMgM)HDYj6~w#(%LCKuxZpAKmgp`rUo@tLGC`4(3=j&rRWVnZ6py?z^wBx4+*F z)%zW2calU4-^@#3F~NuNzU82`cYan(Z$W0t(g^Pd#-$uC`IxX$K9_2& zTlA`)#)0hU_I?=`(mV#tDv))VvAYIM8#6qQ z&|XVlecFK@L+%!SLX+!&LeG79;(=kIIwOGf{=pYB%Y8cF7_ZOHy>LOmI`w2bnSYF* zfA~AL@dNkSgPN=t%4Ie^?e(}E3Ok#u&F&vc%#VRXiSrArlc73>l_I2Mf>)!`2GPEA zs*=C4CZoA9a^P5I0^2a({x4yRA-f^&c8lKuHu%O8xD%^ojq2gR)Q@CKRffHV^z zgXKSSFvIJuc$JMYfUXF$7V^PFl)(2YpQ4X{HzOFTySg)aJ@jY2a!`)wc$ld&0Zcl8 zeU8U+dNOJXB)b~aX&h1eDQ=23y{PrU=!w4gN8VrgU$)P)yF^7E<)5@| zQ0Va1i)_?A3|8IGTeepRO7X)utG}Y>iAqnF#kesS@Q7)_=um~HaLJAU#u%!sc81&{ zRht2`4Q6V-rtEV20P1T>K)i0S6Zd(4P9*7 z!QD@uy`GO4+`K=VMEt|-aIpkt>M1d}9`uKf%vHdE$X(R}cwuk?0XzVzn%&L*)Wgnl z<=~_XBo&HWm#DyiL;&H?CLj_rTEou#eOv5_$QVY=vS zP{j{td3pH``fgTWZ^wh4vgBg%d+AyH>-5B7bY-&Y1tE1tSC|Ct+%dfm0~!L2bxzaV z|0s5d_{YP-vW4HiPI?e`2>5Yk$)^|B(i!S{!?IV1hVHTphg3e`X&6P+4P0?lmb8B4C{I`}BF`bbV5Ry^pZtEL8v6X56Zji$hbV3Gh#9;4-@N zjBOAwA{3QYN1X_f@WCr4rIHFWRU|#?enuJ_c$Q)N9lwt=ExUGqj%T=V$;YLTlUYXpp+$HHAzA4zD*i$?NG|H@YTKDgkD>f4rt#Ttdl8579lpT3z%pv(s*rd6arN~@0?TTp4q#J5g;4;j zgc-Dk^|FR_wy)yvrM43@`Vlaq_zzL;d~EIPjlgF<0}A{b(br4SXaMk>fv!#ny*$L} zW##{rQxtSAgnsM`>&fLnX`@B+x(6ThTmdA1x6%uc!g#fT2C}4Z-jp_XJ5eFR`a4LsErBYrdC=3Fj%;YYNgAOq zP_(-MFaHT(_=D~!(1bIr@CP`dD+}oI4oD6D)au4c?sL{1N1{Dm0?ENm& zp?ETY0e^%3GkPE4M_g9wp8wW%6EYNiz>)h+Tl4q;+KT?M=cO^$tMMS^f+xS2mx|=K za?L`(xJ29jBpX{FnWwQIkvYy^`{ z`DtV1kggQIzPd-H6%4wXi{i6kA?@Y3mGkc57F+U2zGzgBzT46Ifno23=B*i(4+WoO z?o`{s^h+J8F5UyMVb~y<_TRwG?$WWytnYf4rXwsY4805IxT5E{9y_TPXK8b7h_5&H zuMOk90(3w>hy{(%?Em=|I)t}v(Xw{~x*R}2^(~Zqq0JgF+HV5V6Mng$8UlON`ve6U z?kpK1{fiQ$bHd7&u zXilT631S%DLNvtQQqcTTd7psP7-Cbz4|r$cbd3m(ZV9vf4RzKTgxkRho8}qiwPUnk z!>CXf(7iz@_Wi%YPnHZssp_;nE}wn_L!&dupe(p?$+UXtmKa*fpyj*2zyGX|w;hE7 zpl!w$?n_|VYNe&6_56q6Z2VyFhdzeyBB-CTUoZU~R()^R^M0`D?yYBXWCAg*(1)4a z|LHuGe8{Q-pyU_>dnVvvZrU$Qmyd1+f?lCyyuiS~`)8c31;E{aNg(q=QGw*RS2Hf1 zHFk~lIPIcP;>)GtK%gaQxC}8JmiziINrm(J3Brw)L2*(%blnsEbws6XXajHg>ctK+CNXm#8+cBKcN)G>eDBF``&<8z zxwai1kF8kX?=8uAcz8mgN^YpmPreQdXT=EW^I>FN(?U1QmxD;^t+a)ACA8Q| z2N1bU$Iv0QQ2F3D6j9>><3E>?Mtj?TYI<;03lhpXJJrC?x0N7>l#; z@(QoCI5qFp8fZ#37ErD-#qlTsHy4c+0!FyWa5>+IAccdiK#igU7v3sAyAoEfAyyvU z`4Cu$SOD0F6%V2Z_AJC998v!}vAMJ8B@HXOkxS;;#mvoC9>YT0YR;9a;mRLmSXTpb3|o zf+65;deM71C_vN`N2}m)+J3tMt(*2QJN6rE-N2husOb6ecJtd?JE%xE{J*tjhwq~U zU<I(lKo+C7y8ybz{G=PqQ@p-CH=_Cc??T0lWk~h0k9Iv}> zF9kIg##(2XVR3jGUu<7X?L)>`I*B5)`E}7yvBWV)u2;b3c)aV8*OQOW#Xs%MN@%4i zS)V)*DL?il($0RCeER)wY)|!N5?;=L@>o;0HMjR(v-Uw}6XcgUHB-oluC5bL>-N5GdKn1DL?ic6d99 zt|0k^fr?a<=it-ElMu$eEr6eS!loaU>>6#$~36TZ?X{1w1LOP`f z0qO1rDQS`J?oQ$C`Jd;kb=LFY{qWA3rOO#cX7Bsn*WTB4{o-y*Rt%IPfFAc8LXu&2 zcHs*G1mOeP!e0@Wqv`Z_XRqi5*BwAM^!VJ`J=mz%EMf^dzXp;`fD=>S3+j77oy>I* zc=^mDBcLt+)88LIP6I$m*+@$J*}s3^ZX&&P1)^^T-wV7A%!U(*#jmqGYfoS`x$xE- z7!TT!Jk2wVZ1qT|Dt{6Bf#ZPV&82b^fe$fn+d*<#l7D>nJ%GRH@W;Dr`M>cQA5{wc z)NwvMGa>GrMBC)RP%GhNemuMBs4!YHlmycioVq4a2Wqg)gZYk1r$%=w#o1{yY2z1R zw~_VLK>|A<8n=*gvPIuQ3_ng!7M#PFoE_vfQ`Wo}qd=fAtDL^L0dT0wYYJhiYKtr< z-o*}pzr$QkH=z>sB-1wZdVSDzssi@rInZ!lncKMh--0bjA+*~NPo#D6CjgIel7S#*>< z?1>&Fdc*9!Kjn=xX>}eL`JDNem780g(*r=6mzfQb0~s7sUD#3&g`G5@WY2<%WZ3rN zNWjQlOb)t|KCWe!X`HjtzZE8*bEe%SUbL&+5u>|Dq5VnH&KlWcYFpghs=?G0ZG6u> zL`AR9iatF|T=Tyysw=dnUKo3zy6c$6Tj@4G?A0-kkYrPiK6}@zvAvQ{uGGRJ(ersz zW4+^cMn=Qn$6^C~32O-}O%dR!JI;Er<7%p7kSl~0Znq5rD{J!JiPUOzNO)>p#R28{ z*);3I@JzLr-X}|zKu`Ky5^pzf3$!^pQ1FC( z5f%TdU$Ub99Nx#_SAS|-g6zC@-vNNn6;2ZXr*r`Yicqj&tRrZy>@8O-0{I*u^+x2S z!D4r`h_nE~=>$ELhfsil+lcfyaLfotG+ErH8W(~<7Ud+$@rwC}2CzUfM+Q*2G;8B( zqfT@lavbovfv1@1RRAG&haiZ1+${y*xuC;#qq)cMbpw$qhXvuN7D*olo3xP9`~m}4 zlsXG>1{~1PhRGB$qi32|^$wrJ-pJbrW<8xcLZxV{z5O2bMwKrCu+qGK1}R#rt|Z?J zS_yam)gX>-LZ*FC)24y9B}opV(lNF@#W1&> zSFHi#fT3sq!<&e>s!muaG46W#xo#|)P|jv5uHV4@mx+m%P~v{ zx+A95rdcC3B@Qc?^N2<_x_#v=_HNiqOPXd&fC(-*9I=_OlR+>Z+c{Fx^ut3w_}{S5 z1J>P?&$>3wo(WwX2z3`A)Qx8cL5skFWa(zNv=;!ZW?MuicAdeEj|QlpZ-5#77aWRD zx2`gQP zrnY`iQAq=qs@Ojs+s1v~IhR?Ry2F;+qhItX5C)JK$-2lAgJ2ewIiest_^Y|@)JNSKLo+C z1W^%$Nkm`-B~K)itbbrwnSk*C8nP*q0!6^}N$Rr}TXQaul1phtqHs9BVA=3v**isl z8^m*zy&T&H!Avi*#QZ{+`s!C3YG$2eiq%wvMqoiM#)D2HBpBWOll-}58Yxx#KoK%* zhv4Ves3kdQ=PP^aH$)ONe@fDjHL__V@}4Hea37g!q)=FbhS;EzA z#&;<>_QoLFuOdvDs*Qs%vjDZgcbv>nUrzLog;nF0CBYIxvA*{5Lu4TZddFJj&;^Mi zKSk0T4oRy6v<|tc+oQvW`$LE?;skef+xp<~ z^KJPDKUo)tb5PYHZ9Nrg4L}qS+rhyK0TozA;HN=Cb_~|f2jJQZGOkW=ir8>k;EzO{ zWEI)#QLX>{Y#%VZchCbA3Xp{fNoW%i@l@`d3)KY?CexepW1hm zd5fNc-EDI{U|b+m`ZMSA)xd^Bi)kRsS}{n4M&G>H5u!n(s6JSw9fM8D`8gJw3+1g9 zrJT%rwn!;^u{XU|R~YxKdNn2-B|Fyy2Kao(O%_BBXq|ZO-vb`PhTGfg@BsC=8+cc? z}AopZQR7hvOIc->Dbj*9|69X2A8y+Meh`z(e1K_V{_!%-L1R- z>63$vX_Xhr_3Myam(T5Ie{r}7={cF@$O6bwdx#jYF%=+cYiZHGg>8Oq8H z8t+R0O#kY-5164x2)Krw$L#D}3s8GRT;E~gQ)~p!_}e!ECE%6~EF9AuKm8t^pN{~@ zG+<=OuYC>o_QmiG)AgLS$*>e3cG8pDO=xa!N5!V*g;zF? zw9)*?2YU4iTbB0}+p*kBc9-#ktH&kwV)KjY`QTWs6MixNslg8KBJ~CV`a>99f@BQD zn!1CAUBNF00cK38tsWrc)#m~wr51AP+rPakyI=NtivTkIOLk*s=5>r;uYdp?2$#9^ z5{;A;fUNjjbbt~@NM4uebW0D34s}^gqB%-{r#K0Bh`#LAU)BHXswKAI{HOMKYzL{S zrpTXEyCv!|D@J*x`=c*C3C5~bltX=F+oNP3!`cXut&te8uda?v{dl18sRI8nV&;Sp zV?W)vY$husc^^ zlp5X0``Mqg8p}rqEmY|JMiZ`z^IX6?avr*xHpB5e45fdq-l}(kM2y8mu`Qu4_ct3G zc4X3Z^9!W$vYvlURsb03wD>IUQqdmTTAa~y(~jrui;$8%1o|p^NPj`|Rq}4};nwH) zqPA6}iV}$b3f7-wLRntpB$2Bf-AAR2ayd7v;5bR_c)}`^C=_`FjuXa+S5T#6Z|W`L zjOlhda*iGLb{g>^N0i<~^IeGPq1@B)XH^_c+Uc;+=uD!)TxnRsGAW#v4^C=cN!PPe z!DTLKQ(pH1#890bUKPTxFV@o3E9&F6(qOvLE@X<4&c9inx@nuK$S=96e~OD1nClr<4~- z*;2=_P~$=z-Z4(AJ~=a*RR^?q7d~R+_iWFKP!e2;^$kTDO;;B;3*xE z|6WPb0VUqxF$3hlUI&Bzg@+fel2;vT;IV{4aC0(7s+oR*i|wgmnM!T`j~eLeHv0t;6?d@Fq3t9)R4Zdm#XOq1Dg zosnUX_ceW@0|5oozz_oZkmE>b^Ss8A6zy9z5fppyPE1bWa@<7naw?E6dgZS+RU6P&Une)1wzXI9d zbj`<&7Y4^zKp!0G(0!`$)5Wwo$A}y-YxWoZybOb^zt`2!VQ&4&O3lpS&AlH5$)c*& z*uio{CgM6uD47doJildrBPaWTGG64brWm!R!f{MLyD-xjT9ue4l`I~P5&yoQ2I?Cu z%l_ySxmQ~KnWzY;e6Fg021E{L}mcG^~n95o&OGq|CNjo4cEu)b?^P&P!SOk@dP;dT8iE&BTd)~ z!N-ZkzCp;w8FO@a2|4TGxm2(O2t-PdVAaS4_dC^Yr`$}0b>cq^_DGMB0js(ubYZa; zYQud&3_RtuC=Aw3<0_rbU!%4R#hBbiYAgdZ5!S!Ltyr?(X6DaG`j`^FV3jSW6ZFsX z#3sZBWN+4QZPK|k^q?Ve;~(=_Ki2W#L_FTwcx_XaJjAtP#8MBcuVx0(6c@@b_@bIx zSg<*`kwU2VlIqt@GI>7Fr2#t{t(X>0ZXAa{^pimS+MLQO6NnN)+=OvVT3Z|&)_Ciy zn$VV(*R9kHucA5ZmHToT>b&c1Bk_5nz|Dgt#}WkSSHSLqTvha%0aOd^g)jaZ0|(}g z?;;*YtJDu*Bxk=vZByiYn zI+?GYgBp=bal0yt*~dwsIb!uj?#V&NZ_XF|GUejWRe%WM2vzmSKEKV9m`)Iy_cg|2Ng@AF?w*S6l+P=+9tjf3l(2Tldr`03+2^>{6c1tKf%h1^D|u2 z_U?}$zE*3wo;ES^a42;wtrbzQdB;2+-*#MIbLQV+vi7`U{&~U@k10`( z`N4J`!a%fneZJ&{NuTuaFwicV|Dit+&q#8|^c_$SB{If+!}fRA;AaZHjW>%T5{2y4 zb$UaN-)pKq^6o#+&%l{n12H+a^(1W6N#18 z*hp4;^^PGr3uw6P%SXdTR(#s47n$?{yLK$OIN>_)tD! zaq4~KzCx0q-BVuSfI1u@`$;7(J42I;ovAD?D(8iQ_&0wZo7|U!*IxWl^6>T80gmcZ zgF%k!aJ(c_xxT@ie=(VfG}Q;WE?WDNXePSy^(zeH=WT|VnSYgOFyNevB60pP5c;v& z3o>8}iYur2XE~Eom3OFJqKUetR`Uv)l3j`%_+7CZ&_J^N{BX5CX~^ml^kC zxtpg7%jh?l>f@@8xCxqAwwvmVv*a`-mrkak@niQ6bGqYC@wJ~PgMYDhgW@g~p>Vtj zY6+im<#UwM>GL=$ENR{{hHY(Z(lCbRSQ5+XzIIizo0E2(=&0x?(~_1g_owcL6wxw9 znl=RqW{jxyzYaBJ&kPNHmpRCm7i!r#A`}1RINT=tW5_}q?Z>xkdYm7cCWH3bXfp!Rm`%)y;~IUW!9rjb|ikDN)v&lMzh7 zEUOTb_uPH=-C`Jnd>a`GfuAF84_P*|!#m1efPMuu1bfOHts;=qWP?A8iXQ9h>u((# zxV*Eo<8XI(FEi;QJUc(n0z|PgcQv4xp>(3B4jC7OLn;pF zIA*v`J{!=mMPnAxu=~hs7;hP3MkAhdD&IL;z%?R}85rb>_KBk5k`kt(^Dq{}dIznY zXxNcB%?7h~lkanrAM{KTj9*QS$@!DgK-7M;G1hJwEehoeW-dIC5v+PCno$DHfd)paA-*}qp%Q=sC{W{$m4JOrz`O1 z2T3h;(?{-apKNx~^QZES4!Jv)7FCkCyD8QNaSudvti={m`gWL+Q!dWk(B6&ls*g15 z#k0NXPg&oM&-mq=qoO);P~h^auOW}UblhWBkGb_Ia9;L866YgpzkBwKKhrCYe#sJL zJI+n`2fHb{u3;WSiBp906XFrBkhgqg?4s06Ii9TLjl4u|2K6|O#W8=CM?>6(6#X8a zqAxfVQH#kPHVO>9geITkzjsr7ux)D4vS3180xD6PZ`#6F^EqF_u*1o|5`B=Cs!Nu6`;T~Lz5CqcVb}YMqhU?)O6$)8-Dd` z&b=_xgEnTzwl>5*c$jIq_5ZW|pOAo9(3vv%Pfw-KB|bA1B?Vwrk%|%DCi&M2!O@#C zPr6l6x6T*Z+vOy=kpm|FDQ3ZdA9+N@F&Wa=Rf}qj%X2*l#LaoXJu-1@z-r61?YiTl zAnE6+HYgar5k&LHetR2n5??Ur+G*@g+2C%tS;{IeZi1CA&C3)Mi}XI$ygz=xl#N|r z2P@<5`oyRu>7K?M=~|)^q0;i-XbK`Dw~vX$h_$`B)xJ3@^^r7gU9ysh`7vlaZ_ZZeyZ7ZhFC@O9$eKP*b6{tw zm<(5i|HLfIlnfBl;U)+^$p z-y*xyypJIoQ{U8_Sd|n)Lw>!>PwyXgI*ERwT*uvo%t&b z6%Ep%aqC30%J{?UGuq-l>5;_=uJ^wlJ^=4;ge@j!5NE6o6?t48D1=;e5&uB`*a^#* z+^PvxNI(3pS2eAFPBC(X>XabW1=}h~!M?4WzfjYkmF|<1kdS;s?vh+!^Sz=klZUJR zyuN@f7a0I$HTJ&zvyZWwDz&2Z74M?J7M~q2sNx(zu2Oc-k@nYxI0=1gVp4G&yRc9{ zy{sr@tBoqKaSJPly2IT`>+lH(KASAnuWpBbxm}n*-_qYjUOmsNS;=?aM9q~;hUfp< zn|%6EUrf8-r&@u7TKd`_CE`6b^BoOM3rFUtCyJ`;V$Va>CHGx%)J3c~?aLO)a{N5P zQMaMo;)LwR(EQs|33TTzCb0&ORruKx>L8DW?`sTnR2e&QH)PHtE8`i`=G5aR%)GS3 z&|Yh0<=8}>wW3Dq`P9wuF4@GnnPC`?%0a2u+&`$*QNWiT1s3pi4+mesCE-P0HP`Y| zQmF7OGzok$v@E6I&nK6)Lp2gmX~ye_OTi$K<6rvB_)R1hDsx?}O)r;8Pv~FXo8ZKM zuzLd2Y9-Ks?bl_S#0D2n=LR>d(ZQTgY?4(w#v|>FY`V8R|WCX|lkm@K?(d zsV%7N)apPs8z83on~IpM3)h4@2A@pIV^}_Z4`+s4x0(ovZzeZtQp$mc8J#y zf3uNek^dt9Q&d;!lMcpwWPCqvj7O;KqZ1cM;_yVCA8ypzPK1|Tf_imdN+d3S+*+&i zTuDe7=f#DD^z@7jsfKPsiD6UUGJYn7sU&(2Z`>S^PwKo%KKNCu`K)offxV6`e^5PB z5@oamqJcEbXt#2xDAt>Wdz4s9&eTF0zv9@WGlLR_RfwP4aI{SRInahzun;vq&%s@< z+G)g6_1nB)KQCWa#8nlOWvxXFezb)76R+)^NoKRj9M@tnHu36o(%IHyYNK zy#3mY>WPIgS{aktU}(CR;%YjY-fMySpoCd+tSzTyCPSZ}ao<@O^Q5KMNE3N*KbgS* zL<4q;(;Uk3o-mHaz9Oo5ri(CH>N_fgjTYsVCY4+!^YcJLW|btyAOAuLy{YcVFw~KJ z-1jN&>LZTq{!N5iqiRfcFGjL7e}h}F<48DC+dI<2LAj#j9sBAOOF3Qq5- zee~m+dCyXZdqGRSN|}V>lC=G2C)yrQ%fH%0zw{Xn3z$g!1`+&fV>Wlzz*tN^e zf|t^3$w!qEExh_Cg7uGzM)0A}Q!<>auokJ9eb>C~tuB78&z3N7 zBI2QRbSLBTFW^k+{k8eR$qvd>1*+;31##0NN@&pvXVMhu3fcI_xElDrYGWT)o=w|C zOZ)!2czw5DE!O3FTYIG4`p=H3LB_S@p6~uf*5j|wYrickq|p}fPw(@KXX(mq$F$h; zT-N2a|Li{mtisFMVUx}IBD7vJu@mAZ-uWLr)E4SRx49{7jLNmLmL-=jyELYmp&HEs|l?%YW>Ie2tp+n zEB)9eWpb~j+U(VXbQ|uAJoB*s#y2I;3ZI`n&Q)1b59Od%=bCJ&^-n2`cF|O#C)QR` z&QqNZo@ejZQe3yD;fMGqBDdoaa=4T%r_NKaW*DUJiS^nMmmoFqj)4w{YB<3ufM}GC%r|HLtBpPgj(tZ?LQo2)%u&2+bx%pBMb#c27S=;f?0W zGJMZ@?i&YvYG4h);Wg{5navO3DtXIykbRX`v0B{hA&r)v1QwZ@E0&&`Bk2dX2ezKB z88MfP3lAD+qJ)#iR5B>kJi?{1V?d|^r~rYdZn4XXbx4Q>|3XCTW?Yh0x)OivFrJ*! zyx>@gRY8bgDm=W#>#tRTqEY}#(2{sgncb7|L~(m2@rjqqiy5s!hWkz7W@iq6g#yHG zNBMrt-HB~k+f0J}W9K@lygU-i|sDoPjCb^k(mQUCd^^n?Id|9#f_Vl}_JX%A2 z(wlyF0Lz z7AIKQ_~h5r4i>L#n9b*xG4aBPD^KM$ zr}G7~vdZGDoeS}p$+ybeQ}+Dg5bh}XQ(hK*Lql1hEk^bQ;u{o%_Vee@_n$xi&!9d> zwLW}0;>*8(n%GATxmrI&ZoSKCqOT8({98}^c!SGwfiVvtX3l-EjL1G%TU&2g$Kc}P zegd5ypO#wJo73RX5O(s&R_ST%!Z=ncBUe|x^J-{8AhaOvW~S^gC;azpZdJzq{yt3q z6tM1AfHRuFKy*k5I~w>*^PdT;#ZocPD|{e9sN}WZ9)RHnn40BcuLeB!vrlS9S+J#e z$kSJ+bc?ly$-`exF|e_*8JU|ic?)}7V5@!?ZU+#|;d>5oX&yNLJz=`a<*t{xIfkO5 zqR14^t!Tqm;BTjwJzGFh4YcKi3c6d1ii(oHe~%oPm(`b&mS*ZaPPE{;5>+^Lxe>*d z@&xtdq~v6z_aqMuKDpqwHmm%+_L}MVWL?n{C?)3OeGhrF0XpIUM?EO?^>NTD$LQ#9 zt2u$)%h9^i8fZ!|N9!FSwdaw-@A*}<%nwEBKOFKI}*Mm8uJ$l~XN>{c9u=o-1j#p-``Vu_qN+_dX_;` z${HKP0hHha7$BeR+%KWDEY1thua0|dZoOi^%V8Xb_aaX*R>^|-*;(xx4?{yjLbguc zLlvaKquv;rqQ)A31aNELpOE$-84vgJ_u_tay<4ReIzL%ojJ4;Cv=3R$UP%F)1RY&J z)eEpqOH0QIA>z~j@9##%6OK~xvs%MY&aZVR#wKjf{8Ie=mA95Cnn-t%Td~7sl9lP1Pm98CNely zOF4`SI99VcR#R1tiF?y2w-n*iA9pyhohzp&bglK-6VLzr`7<)LMysetK|#@=$KE@o zQKZ@2)Fiwj=K+2tA1^NtL_|nPr~@-9;q^Ty_G+m%c)zBGx1aO2pYZn2AFZ8~?QP5E zh6X|KiQ_q2>9NB6DCV#6=ihL+}J~EMD|SQ>B)Js!au}C=1#cbX20QXx#rfgpX(dWQ&a!| zt~)sLV0h`I6^@tkvx=_QLPFu)-7*mIqREc_ek>p{DTEl4yXxk~Mp;!=T*Ds>9Yeli ztry=HPE4;Q68;XXa|2KT1}$nJK4?CZn3H=PeY zcUN4Z4|k5>jvE{v&M_#Zt{?G?tLQQ;(14D=0~VCZUaAHa3%AqLI!dalIeP5ImX?pA zsKuT+|ByQU-*X%>@V482lXAWJhx5b@o7%$PzazT4ZdoVlQ)?`Wd$xWxb`@RUs~Q@1 zymH1fr<5xQ+NKyQy-QQUZF5MzR>gbl%13#1Z;*HI`P9ejsiN0YQm?0rp5#UR2WzWi z&+~LsNuBHU{;WF)oPR*aZ~cX?A6vWn!B9_c0s_S|jA?v%De}3P!(OPf$+m-Y;__gA zfMv`;=f58?B6BD8Xno-S+WEgG>(un;N?j~oR`s8p;vqr;@W|6|c>UkHT%-P9>+^rF z*Z+%uJ7s}rIXF1DG@2v(IapGfhnw=&g7Q&u^=~1}>{DpbBm@#39xfmY-VsE+Qw~)i zotc>-FPyXjVUHk!s8^I+R!L#I1HACo(6IOJ&T}CPyp9cC*G_B6e>_lJ0DeA946l=O zF*79O_fy0hKjX%N&d;`C;0mH}2Alv%sw77ccs8SqsUu!6<~bSJ*xIf%UoJ?21pr{4 zz!mreH#B5x&VDb)zB@OL{blWl7`7DH*Oovdbx4STF59uUJgSE{7TQo20|OEXiD-yl zgZN%nys4jq!G_@gzP%n7aOR?;%bv4WWd1(}zW;9`8y_$NY~iPVT9&UM;2|%gB3&Z+ H-v9pr9JQl; diff --git a/plotstyle.py b/plotstyle.py index a605578..c583d00 100644 --- a/plotstyle.py +++ b/plotstyle.py @@ -101,8 +101,7 @@ def plot_style(ns=__main__): compression=6, fonttype=3, stripfonts=False) grid_params(grid=False, axis='both', which='major', **ns.lsGrid) labels_params(labelformat='{label} [{unit}]', labelsize='medium', labelweight='normal', - labelcolor='axes', labelpad=8, - xlabellocation='center', ylabellocation='center') + labelcolor='axes', labelpad=8) legend_params(fontsize='small', frameon=False, borderpad=0, handlelength=1.5, handletextpad=0.5, numpoints=1, scatterpoints=1, labelspacing=0.5, columnspacing=0.5) diff --git a/references.bib.bak b/references.bib.bak deleted file mode 100644 index 76cb8fc..0000000 --- a/references.bib.bak +++ /dev/null @@ -1,7003 +0,0 @@ -% Encoding: UTF-8 - -@article{Abel2009, - title={{Sensitive response to low-frequency cochlear distortion products in the auditory midbrain}}, - author={Abel, Cornelius and K\"ossl, Manfred}, - journal={Journal of Neurophysiology}, - volume={101}, - number={3}, - pages={1560--1574}, - year={2009}, - publisher={American Physiological Society} -} - -@article{Adelson1985, - title={{Spatiotemporal energy models for the perception of motion}}, - author={Adelson, Edward H and Bergen, James R}, - journal={Journal of the Optical Society of America}, - volume={2}, - number={2}, - pages={284--299}, - year={1985}, - publisher={Optical Society of America} -} - -@article{Aertsen1981, - title={{The spectro-temporal receptive field: a functional characteristic of auditory neurons}}, - author={Aertsen, Ad M H J and Johannesma, P I M}, - journal={Biological Cybernetics}, - volume={42}, - number={2}, - pages={133--143}, - year={1981}, - publisher={Springer} -} - -@article{Barnett1971, - title={Bispectrum analysis of electroencephalogram signals during waking and sleeping}, - author={Barnett, TP and Johnson, LC and Naitoh, P and Hicks, N and Nute, C}, - journal={Science}, - volume={172}, - number={3981}, - pages={401--402}, - year={1971}, - publisher={American Association for the Advancement of Science} -} - -@article{Bullock1997, - title={Bicoherence of intracranial {EEG} in sleep, wakefulness and seizures}, - author={Bullock, TH and Achimowicz, JZ and Duckrow, RB and Spencer, SS and Iragui-Madoz, VJ}, - journal={Electroencephalography and clinical Neurophysiology}, - volume={103}, - number={6}, - pages={661--678}, - year={1997}, - publisher={Elsevier} -} - -@ARTICLE{Aguilera2003, - AUTHOR = {Pedro A. Aguilera and Angel A. Caputi}, - TITLE = {{Electroreception in \textit{G. carapo}: detection of changes in waveform of the electrosensory signals.}}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2003}, - VOLUME = {206}, - PAGES = {989--998} -} - - -@Article{Akre2010, - Title = {{Complexity Increases Working Memory for Mating Signals.}}, - Author = {Karin L. Akre and Michael J. Ryan}, - Journal = CurrBiol, - Year = {2010}, - Pages = {502-505}, - Volume = {20} -} - - -@Article{Albert2001, -author = {Albert, James}, -year = {2001}, -month = {01}, -pages = {}, -title = {{Species diversity and phylogenetic systematics of American knifefishes (Gymnotiformes, Teleostei)}}, -volume = {190}, -pages = {1-127}, -journal = {Miscellaneous Publications Museum of Zoology University of Michigan}, -} - - - - -@ARTICLE{Alda2013, - AUTHOR = { Fernando Alda and Sophie Picq and Luis Fernando De Le\'on and Rigoberto Gonz\'alez and Henriette Walz and Eldredge Bermingham and R\"udiger Krahe}, - TITLE = {{First record of \textit{Gymnotus henni} ({Albert}, {Crampton} and {Maldonado}, 2003) in Panama: Phylogenetic position and electric signal characterization.}}, - JOURNAL = {Check List}, - YEAR = {2013}, - VOLUME = {9}, - PAGES = {655--659} -} - - -@techreport{Amidror2015Consonance, - title={{Analytic derivation of the (k/j)-order modulation envelopes in the sum of two mistuned (co) sine waves}}, - author={Amidror, Isaac}, - year={2015} -} - -@ARTICLE{Ammari2014, - AUTHOR = {Habib Ammari and Thomas Boulier and Josselin Garnier and Han Wang}, - TITLE = {{Shape recognition and classification in electro-sensing.}}, - JOURNAL = {Proceedings of the National Academy of Sciences}, - YEAR = {2014}, - VOLUME = {111}, - PAGES = {11652--11657} -} - -@ARTICLE{Ammari2017, - AUTHOR = {Habib Ammari and Thomas Boulier and Josselin Garnier and Han Wang}, - TITLE = {{Mathematical modelling of the electric sense of fish: the role of multi-frequency measurements and movement.}}, - JOURNAL = {Bioinspir Biomim}, - YEAR = {2017}, - VOLUME = {12}, - PAGES = {025002} -} - -@Article{Amoore1986, - title={{Effects of chemical exposure on olfaction in humans}}, - author={Amoore, JE}, - journal={Toxicology of the Nasal Passages}, - pages={155--190}, - year={1986}, - publisher={Hemisphere Publishing Corporation, Washington, DC} -} - -@Article{Anderson2014, - Title = {{Toward a Science of Computational Ethology}}, - Author = {Anderson, DJ and Perona, P}, - Journal = Neuron, - Year = {2014}, - Number = {1}, - Pages = {18--31}, - Volume = {84} -} - -@article{Arendt2008, - title={{Convergence and parallelism reconsidered: what have we learned about the genetics of adaptation?}}, - author={Arendt, Jeff and Reznick, David}, - journal={Trends in Ecology \& Evolution}, - volume={23}, - number={1}, - pages={26--32}, - year={2008}, - publisher={Elsevier} -} - -@ARTICLE{Arnegard2005, - AUTHOR = {Matthew E. Arnegard and Bruce A. Carlson}, - TITLE = {{Electric organ discharge patterns during group hunting by a mormyrid fish.}}, - JOURNAL = ProcRSocLondBBiolSci, - YEAR = {2005}, - VOLUME = {272}, - PAGES = {1305--1314} -} - -@ARTICLE{Arnegard2006, - AUTHOR = {Matthew E. Arnegard and B. Scott Jackson and Carl D. Hopkins}, - TITLE = {{Time-domain signal divergence and discrimination without receptor modification in sympatric morphs of electric fishes.}}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2006}, - VOLUME = {209}, - PAGES = {2182--2198} -} - -@ARTICLE{Arnegard2010, - AUTHOR = {Matthew E. Arnegard and Peter B. McIntyre and Luke J. Harmon and Miriam L. Zelditch and William G. R. Crampton and Justin K. Davis and John P. Sullivan and S\'ébastien Lavou\'é and -Carl D. Hopkins}, - TITLE = {{Sexual signal evolution outpaces ecological divergence during electric fish species radiation.}}, - JOURNAL = {American Naturalist}, - YEAR = {2010}, - VOLUME = {176}, - PAGES = {335--356} -} - -@Article{Arnold1994, - Title = {{Is there a Unifying Concept of Sexual Selection that Applies to Both Plants and Animals?}}, - Author = {Stevan J. Arnold}, - Journal = {The American Naturalist}, - Year = {1994}, - Pages = {S1-S12}, - Volume = {144}, - - Doi = {10.2307/2462726}, - Owner = {raab}, - Timestamp = {2020.01.30} -} - -@article{Arthur1971, - title={{Properties of ``two-tone inhibition" in primary auditory neurones}}, - author={Arthur, RM and Pfeiffer, RR and Suga, N}, - journal={The Journal of Physiology}, - volume={212}, - number={3}, - pages={593--609}, - year={1971}, - publisher={Wiley Online Library} -} - -@Article{Ashida2011, - Title = {{Sound localization: Jeffress and beyond.}}, - Author = {Go Ashida and Katherine E Carr}, - Journal = CurrOpinNeurobiol, - Year = {2011}, - Pages = {745-751}, - Volume = {21} -} - -@ARTICLE{Assad1999, - AUTHOR = {Christopher Assad and Brian Rasnow and Philip K. Stoddard}, - TITLE = {{Electric organ discharges and electric images during electrolocation.}}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1999}, - VOLUME = {202}, - PAGES = {1185--1193} -} - -@InProceedings{Attias1997, - Title = {{Temporal Low-Order Statistics of Natural Sounds}}, - Author = {H. Attias and C. E. Schreiner}, - Booktitle = {Advances in Neural Information Processing Systems}, - Year = {1997}, - Editor = {Michael C. Mozer and Michael {I}. Jordan and Thomas Petsche}, - Pages = {27}, - Publisher = {The {MIT} Press}, - Volume = {9} -} - -@Article{Attick1991, - Title = {{Could information theory provide an ecological theory of sensory processing?}}, - Author = {Joseph J. Attick}, - Journal = Network, - Year = {1991}, - Pages = {213-251}, - Volume = {3} -} - -@article{Audouze2014, - title={{Identification of odorant-receptor interactions by global mapping of the human odorome}}, - author={Audouze, Karine and Tromelin, Anne and Le Bon, Anne Marie and Belloir, Christine and Petersen, Rasmus Koefoed and Kristiansen, Karsten and Brunak, S{\o}ren and Taboureau, Olivier}, - journal={PLoS One}, - volume={9}, - number={4}, - pages={e93037}, - year={2014}, - publisher={Public Library of Science San Francisco, USA} -} - -@Article{Averbeck2006, - title={{Neural correlations, population coding and computation}}, - author={Averbeck, Bruno B and Latham, Peter E and Pouget, Alexandre}, - journal={Nature Reviews Neuroscience}, - volume={7}, - number={5}, - pages={358--366}, - year={2006}, - publisher={Nature Publishing Group UK London} -} - -@article{Avoli1989, - title={{Electrophysiological properties and synaptic responses in the deep layers of the human epileptogenic neocortex in vitro}}, - author={Avoli, M and Olivier, A}, - journal={Journal of Neurophysiology}, - volume={61}, - number={3}, - pages={589--606}, - year={1989} -} - -@ARTICLE{Babineau2006, - AUTHOR = {David Babineau and Andr\'e Longtin and John E. Lewis}, - TITLE = {{Modeling the electric field of weakly electric fish.}}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2006}, - VOLUME = {209}, - PAGES = {3636--3651} -} - -@ARTICLE{Babineau2007, - AUTHOR = {David Babineau and Andr\'e Longtin and John E. Lewis}, - TITLE = {{Spatial acuity and prey detection in weakly electric fish.}}, - JOURNAL = {PLoS Computational Biology}, - YEAR = {2007}, - VOLUME = {3}, - PAGES = {e38} -} - -@article{Bach2008, - title={{Rising sound intensity: an intrinsic warning cue activating the amygdala}}, - author={Bach, Dominik R and Sch{\"a}chinger, Hartmut and Neuhoff, John G and Esposito, Fabrizio and Salle, Francesco Di and Lehmann, Christoph and Herdener, Marcus and Scheffler, Klaus and Seifritz, Erich}, - journal={Cerebral Cortex}, - volume={18}, - number={1}, - pages={145--150}, - year={2008}, - publisher={Oxford University Press} -} - - -@ARTICLE{Bacher1983, - AUTHOR = {M. Bacher}, - TITLE = {{A new method for the simulation of electric fields, generated by electric fish, and their distorsions by objects}}, - JOURNAL = BiolCybern, - YEAR = {1983}, - VOLUME = {47}, - PAGES = {51--58} -} - -@Article{Baktoft2015, - Title = {{Performance Assessment of Two Whole-Lake Acoustic Positional Telemetry Systems - Is Reality Mining of Free-Ranging Aquatic Animals Technologically Possible?}}, - Author = {Baktoft, Henrik and Zajicek, Petr and Klefoth, Thomas and Svendsen, Jon C. and Jacobsen, Lene and Pedersen, Martin W{\ae}ver and March Morla, David and Skov, Christian and Nakayama, Shinnosuke and Arlinghaus, Robert}, - Journal = PLOSOne, - Year = {2015}, - Number = {5}, - Pages = {1-20}, - Volume = {10}, - Doi = {10.1371/journal.pone.0126534}, - Publisher = {Public Library of Science}, - Timestamp = {2020.02.11} -} - -@article{Ball1971, - title={{Infant responses to impending collision: optical and real}}, - author={Ball, William and Tronick, Edward}, - journal={Science}, - volume={171}, - number={3973}, - pages={818--820}, - year={1971}, - publisher={American Association for the Advancement of Science} -} - -@Article{Baluch2011, - Title = {{Mechanisms of top-down attention.}}, - Author = {Farhan Baluch and Laurent Itti}, - Journal = TINS, - Year = {2011}, - Number = {4}, - Pages = {210-224}, - Volume = {34} -} - -@article{Barayeu2023, -title = {Beat encoding at mistuned octaves within single electrosensory neurons}, -journal = {iScience}, -volume = {26}, -number = {7}, -pages = {106840}, -year = {2023}, -issn = {2589-0042}, -doi = {https://doi.org/10.1016/j.isci.2023.106840}, -url = {https://www.sciencedirect.com/science/article/pii/S2589004223009173}, -author = {Alexandra Barayeu and Ramona Schäfer and Jan Grewe and Jan Benda}, -keywords = {Behavioral neuroscience, Animal science, Modeling signal processing system}, -abstract = {Summary -Beats are slow periodic amplitude modulations resulting from the superposition of two spectrally close periodic signals. The difference frequency between the signals sets the frequency of the beat. A field study in the electric fish Apteronotus rostratus showed the behavioral relevance of very high difference frequencies. Contrary to expectations from previous studies, our electrophysiological data show strong responses of p-type electroreceptor afferents whenever the difference frequency approaches integer multiples (mistuned octaves) of the fish’s own electric field frequency (carrier). Mathematical reasoning and simulations show that common approaches to extract amplitude modulations, such as Hilbert transform or half-wave rectification, are not sufficient to explain the responses at carrier octaves. Instead, half-wave rectification needs to be smoothed out, for example by a cubic function. Because electroreceptive afferents share many properties with auditory nerve fibers, these mechanisms may underly the human perception of beats at mistuned octaves as described by Ohm and Helmholtz.} -} - -@article{Barayeu2024, - title={Bursts boost nonlinear encoding in electroreceptor afferents}, - author={Barayeu, Alexandra and Schlungbaum, Maria and Lindner, Benjamin and Grewe, Jan and Benda, Jan}, - journal={bioRxiv}, - pages={2024--06}, - year={2024}, - publisher={Cold Spring Harbor Laboratory} -} - -@Article{Barber2000, - Title = {{The importance of stable schooling: do familiar sticklebacks stick together?}}, - Author = {Barber, Iain and Ruxton, Graeme D}, - Journal = ProcRSocLondBBiolSci, - Year = {2000}, - Number = {1439}, - Pages = {151-155}, - Volume = {267}, - - Doi = {10.1098/rspb.2000.0980}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - -@article{Barlow1957, - title={{Change of organization in the receptive fields of the cat's retina during dark adaptation}}, - author={Barlow, HB and Fitzhugh, Roo and Kuffler, SW}, - journal={The Journal of Physiology}, - volume={137}, - number={3}, - pages={338}, - year={1957}, - publisher={Wiley-Blackwell} -} - -@InCollection{Barlow1961, - Title = {{Possible principles underlying the transformation of sensory messages.}}, - Author = {H. B. Barlow}, - Booktitle = {Sensory Communication}, - Publisher = {MIT Press}, - Year = {1961}, - - Address = {Cambridge}, - Editor = {W. Rosenblith}, - Pages = {217--234} -} - -@article{Barlow1972, - title={{Single units and sensation: a neuron doctrine for perceptual psychology?}}, - author={Barlow, Horace B}, - journal={Perception}, - volume={1}, - number={4}, - pages={371--394}, - year={1972}, - publisher={SAGE Publications Sage UK: London, England} -} - -@Article{Barlow2001a, - Title = {Redundancy reduction revisited.}, - Author = {Horace Barlow}, - Journal = Network, - Year = {2001}, - Pages = {241--253}, - Volume = {12} -} - - -@Article{Bastian1980, - Title = {{Neural Correlates of the Jamming Avoidance Response of \textit{{E}genmannia}.}}, - Author = {Joseph Bastian and Walter Heiligenberg}, - Journal = JCompPhysiolA, - Year = {1980}, - Pages = {135--152}, - Volume = {136} -} - -@article{Bastian1981, - title={Electrolocation}, - author={Bastian, Joseph}, - journal={Journal of Comparative Physiology}, - volume={144}, - number={4}, - pages={465--479}, - year={1981}, - publisher={Springer} -} - -@Article{Bastian1981a, - Title = {Electrolocation {I}. {H}ow Electroreceptors of \textit{{A}pteronotus albifrons} Code for Moving Objects and Other Electrical Stimuli.}, - Author = {Joseph Bastian}, - Journal = {Journal of Comparative Physiology}, - Year = {1981}, - Pages = {465--479}, - Volume = {144}, -} - -@Article{Bastian1981b, - Title = {Electrolocation {II}. {The} Effects of Moving Objects and Other Electrical Stimuli on the Activities of Two Categories of Posterior Lateral Line Lobe Cells in \textit{Apteronotus albifrons}.}, - Author = {Joseph Bastian}, - Journal = {Journal of Comparative Physiology}, - Year = {1981}, - Pages = {481--494}, - Volume = {144} -} - - -@Article{Bastian1985, - Title = {Gain Control in the Electrosensory System Mediated by Descending Inputs to the Electrosensory Lateral Line Lobe.}, - Author = {Joseph Bastian}, - Journal = JNeurosci, - Year = {1986}, - Number = {2}, - Pages = {553--562}, - Volume = {6} -} - -@article{Bastian1987, -author = {Joseph Bastian}, -title = {Electrolocation in the presence of jamming signals: behavior}, -journal = JCompPhysiolA, -year = {1987}, -volume = {161}, -pages = {811--824} -} - -@Article{Bastian1990, - Title = {{Descending Control of Electroreception. I. Properties of Nucleus Praeeminentialis Neurons Projecting Indirectly to the Electrosensory Lateral Line Lobe.}}, - Author = {Joseph Bastian and Bradford Bratton}, - Journal = JNeurosci, - Year = {1990}, - Number = {4}, - Pages = {1226-1240}, - Volume = {10} -} - -@Article{Bastian1991, - title={Morphological correlates of pyramidal cell adaptation rate in the electrosensory lateral line lobe of weakly electric fish}, - author={Bastian, Joseph and Courtright, Jay}, - journal={Journal of Comparative Physiology A}, - volume={168}, - pages={393--407}, - year={1991}, - publisher={Springer} -} - -@Article{Bastian1993a, - Title = {The role of amino acid neurotransmitters in the descending control of electroreception.}, - Author = {J. Bastian}, - Journal = JCompPhysiolA, - Year = {1993}, - Pages = {409-423}, - Volume = {172} -} - - -@Article{Bastian1993b, - Title = {Commisural neurons of the electrosensory lateral line lob of \textit{Apteronotus leptorhynchus}: morphological and physiological characteristics.}, - Author = {J. Bastian and J. Courtright and J. Crawford}, - Journal = JCompPhysiolA, - Year = {1993}, - Pages = {257-274}, - Volume = {173} -} - -@Article{Bastian1995, - Title = {Pyramidal-cell plasticity in weakly electric fish: a mechanism for attenuating responses to reafferent electrosensory inputs.}, - Author = {J. Bastian}, - Journal = JCompPhysiolA, - Year = {1995}, - Pages = {63-78}, - Volume = {176} -} - - - -@Article{Bastian1996a, - Title = {{Plasticity in an Electrosensory System. I. General Features of a Dynamic Sensory Filter.}}, - Author = {Joseph Bastian}, - Journal = {Journal of Neurophysiology}, - Year = {1996}, - Number = {4}, - Pages = {2483-2496}, - Volume = {76} -} - -@Article{Bastian1996b, - Title = {{Plasticity in an Electrosensory System. II. Postsynaptic Events Associated With a Dynamic Sensory Filter.}}, - Author = {Joseph Bastian}, - Journal = {Journal of Neurophysiology}, - Year = {1996}, - Number = {4}, - Pages = {2497-2507}, - Volume = {76} -} - -@Article{Bastian1998, - Title = {{Modulation of Calcium-Dependent Postsynaptic Depression Contributes to an Adaptive Sensory Filter.}}, - Author = {Joseph Bastian}, - Journal = {Journal of Neurophysiology}, - Year = {1998}, - Pages = {3352-3355}, - Volume = {80} -} - -@Article{Bastian2001, - Title = {Dentritic Modulation of Burst-Like Firing in Sensory Neurons.}, - Author = {Joseph Bastian and Jerry Nguyenkim}, - Journal = {Journal of Neurophysiology}, - Year = {2001}, - Number = {1}, - Pages = {10-22}, - Volume = {85} -} -@article{Bastian2002, - title={Receptive field organization determines pyramidal cell stimulus-encoding capability and spatial stimulus selectivity}, - author={Bastian, Joseph and Chacron, Maurice J and Maler, Leonard}, - journal={Journal of Neuroscience}, - volume={22}, - number={11}, - pages={4577--4590}, - year={2002}, - publisher={Soc Neuroscience} -} - -@Article{Bastian2004, - title={Plastic and nonplastic pyramidal cells perform unique roles in a network capable of adaptive redundancy reduction}, - author={Bastian, Joseph and Chacron, Maurice J and Maler, Leonard}, - journal={Neuron}, - volume={41}, - number={5}, - pages={767--779}, - year={2004}, - publisher={Elsevier} -} - -@article{Batra1989, - title={Temporal coding of envelopes and their interaural delays in the inferior colliculus of the unanesthetized rabbit}, - author={Batra, R and Kuwada, S and Stanford, TR}, - journal={Journal of Neurophysiology}, - volume={61}, - number={2}, - pages={257--268}, - year={1989} -} - -@Article{Behrend1977, - Title = {Processing information carried in a high frequency wave: properties of cerebellar units in a high frequency electric fish.}, - Author = {Konstantin Behrend}, - Journal = JCompPhysiol, - Year = {1977}, - Pages = {357-371}, - Volume = {118} -} - -@article{Beiran2018, - title={Coding of time-dependent stimuli in homogeneous and heterogeneous neural populations}, - author={Beiran, Manuel and Kruscha, Alexandra and Benda, Jan and Lindner, Benjamin}, - journal={Journal of Computational Neuroscience}, - volume={44}, - pages={189--202}, - year={2018}, - publisher={Springer} -} - -@article{Beiran2018coding, - title={Coding of time-dependent stimuli in homogeneous and heterogeneous neural populations}, - author={Beiran, Manuel and Kruscha, Alexandra and Benda, Jan and Lindner, Benjamin}, - journal={Journal of Computational Neuroscience}, - volume={44}, - pages={189--202}, - year={2018}, - publisher={Springer} -} - -@ARTICLE{Belbenoit1970, - AUTHOR = {Pierre Belbenoit}, - TITLE = {Conditionnement instrumental de l'\'electroperception des objets chez \textit{Gnathonemus petersii} ({Mormyridae}, {Teleostei}, {Pisces}).}, - JOURNAL = {Z vergl Physiol}, - YEAR = {1970}, - VOLUME = {67}, - PAGES = {192--204} -} - -@ARTICLE{Bell1976, - AUTHOR = {C. C. Bell and J. Bradbury and C. J. Russell}, - TITLE = {The electric organ of a mormyrid as a current and voltage source.}, - JOURNAL = JCompPhysiol, - YEAR = {1976}, - VOLUME = {110}, - PAGES = {65--88} -} - - -@ARTICLE{Benda2005, - AUTHOR = {Jan Benda and Andr\'e Longtin and Leonard Maler}, - TITLE = {Spike-frequency adaptation separates transient communication signals from background oscillations.}, - YEAR = {2005}, - JOURNAL = {Journal of Neuroscience}, - VOLUME = {25}, - NUMBER = {9}, - PAGES = {2312--2321} } - - -@ARTICLE{Benda2006, - AUTHOR = {Jan Benda and Andr\'e Longtin and Leonard Maler}, - TITLE = {A synchronization-desynchronization code for natural communication signals.}, - YEAR = {2006}, - JOURNAL = Neuron, - VOLUME = {52}, - PAGES = {347--358} } - -@ARTICLE{Benda2010, - AUTHOR = {Jan Benda and Leonard Maler and Andr\'e Longtin}, - TITLE = {Linear versus Nonlinear Signal Transmission in Neuron Models - with Adaptation-Currents or Dynamic Thresholds.}, - YEAR = {2010}, - JOURNAL = {Journal of Neurophysiology}, - VOLUME = {104}, - PAGES = {2806-2820} } - -@incollection{Benda2013, - author = {Benda, Jan and Grewe, Jan and Krahe, R{\~A}ƒ{\^A}ƒ{\~A}‚{\^A}ƒ{\~A}ƒ{\^A}‚{\~A}‚{\^A}¼diger}, - booktitle = {Animal Communication and Noise}, - doi = {10.1007/978-3-642-41494-7_12}, - editor = {Brumm, Henrik}, - isbn = {978-3-642-41493-0}, - language = {English}, - pages = {331-372}, - publisher = {Springer Berlin Heidelberg}, - refid = {876}, - series = {Animal Signals and Communication}, - timestamp = {2014.02.03}, - title = {Neural Noise in Electrocommunication: From Burden to Benefits}, - url = {http://dx.doi.org/10.1007/978-3-642-41494-7_12}, - volume = {2}, - year = {2013}, - bdsk-url-1 = {http://dx.doi.org/10.1007/978-3-642-41494-7_12}} - -@incollection{Benda2020, - title={The physics of electrosensory worlds.}, - author={Benda, Jan}, - editor={Fritsch, B. and Bleckmann, H}, - volume={7}, - pages={228--254}, - year={2020}, - publisher={Elsevier, Academic Press}, - booktitle={The senses: a comprehensive reference} -} - -@article{Benda2021, - title={Neural adaptation}, - author={Benda, Jan}, - journal={Current Biology}, - volume={31}, - number={3}, - pages={R110--R116}, - year={2021}, - publisher={Elsevier} -} - -@ARTICLE{Bennett1970, - AUTHOR = {Michael V. L. Bennett}, - TITLE = {Comparative physiology: electric organs.}, - JOURNAL = AnnuRevPhysiol, - YEAR = {1970}, - VOLUME = {32}, - PAGES = {471--528} -} - -@ARTICLE{Bennett1971, - AUTHOR = {Michael V. L. Bennett}, - TITLE = {Electroreception.}, - JOURNAL = {Fish Physiology}, - YEAR = {1971}, - VOLUME = {5}, - PAGES = {493--574} -} - -@Article{Berdahl2018, - author = {Berdahl, Andrew M. and Kao, Albert B. and Flack, Andrea and Westley, Peter A. H. and Codling, Edward A. and Couzin, Iain D. and Dell, Anthony I. and Biro, Dora}, - title = {Collective animal navigation and migratory culture: from theoretical models to empirical evidence}, - journal = PhilTransRSocLondBBiolSci, - year = {2018}, - volume = {373}, - pages = {20170009}, - doi = {10.1098/rstb.2017.0009} -} - -@Article{Berman1995, - title={Inositol 1, 4, 5-trisphosphate receptor localization in the brain of a weakly electric fish (\textit{Apteronotus leptorhynchus}) with emphasis on the electrosensory system}, - author={Berman, Neil J and Hincke, Maxwell T and Maler, Leonard}, - journal={Journal of comparative neurology}, - volume={361}, - number={3}, - pages={512--524}, - year={1995}, - publisher={Wiley Online Library} -} - -@article{Berman1998inhibition, - title={Inhibition evoked from primary afferents in the electrosensory lateral line lobe of the weakly electric fish \textit{(Apteronotus leptorhynchus)}.}, - author={Berman, Neil J and Maler, Leonard}, - journal={Journal of Neurophysiology}, - volume={80}, - number={6}, - pages={3173--3196}, - year={1998} -} - -@article{Berman1999, - title={Neural architecture of the electrosensory lateral line lobe: adaptations for coincidence detection, a sensory searchlight and frequency-dependent adaptive filtering}, - author={Berman, Neil J and Maler, Leonard}, - journal={Journal of Experimental Biology}, - volume={202}, - number={10}, - pages={1243--1253}, - year={1999}, - publisher={The Company of Biologists Ltd} -} - -@Article{Betsch2004, - Title = {The world from a cat{'}s perspective --- statistics of natural videos.}, - Author = {Belinda Y. Betsch and Wolfgang Einh\"auser and Konrad P. K\"ording and Peter K\"onig}, - Journal = BiolCybern, - Year = {2004}, - Pages = {41-50}, - Volume = {90} -} - -@Article{Bilde2007, - Title = {Survival benefits select for group living in a social spider despite reproductive costs}, - Author = {Bilde, T. and Coates, K. S. and Birkhofer, K. and Bird, T. and Maklakov, A. A. and Lubin, Y. and Avil\'es, L.}, - Journal = JEvolBiol, - Year = {2007}, - Number = {6}, - Pages = {2412-2426}, - Volume = {20}, - - Abstract = {Abstract The evolution of cooperation requires benefits of group living to exceed costs. Hence, some components of fitness are expected to increase with increasing group size, whereas others may decrease because of competition among group members. The social spiders provide an excellent system to investigate the costs and benefits of group living: they occur in groups of various sizes and individuals are relatively short-lived, therefore life history traits and Lifetime Reproductive Success (LRS) can be estimated as a function of group size. Sociality in spiders has originated repeatedly in phylogenetically distant families and appears to be accompanied by a transition to a system of continuous intra-colony mating and extreme inbreeding. The benefits of group living in such systems should therefore be substantial. We investigated the effect of group size on fitness components of reproduction and survival in the social spider Stegodyphus dumicola in two populations in Namibia. In both populations, the major benefit of group living was improved survival of colonies and late-instar juveniles with increasing colony size. By contrast, female fecundity, female body size and early juvenile survival decreased with increasing group size. Mean individual fitness, estimated as LRS and calculated from five components of reproduction and survival, was maximized for intermediate- to large-sized colonies. Group living in these spiders thus entails a net reproductive cost, presumably because of an increase in intra-colony competition with group size. This cost is traded off against survival benefits at the colony level, which appear to be the major factor favouring group living. In the field, many colonies occur at smaller size than expected from the fitness curve, suggesting ecological or life history constraints on colony persistence which results in a transient population of relatively small colonies.}, - Doi = {10.1111/j.1420-9101.2007.01407.x}, - Keywords = {cooperation, fitness components, lifetime reproductive success, multilevel selection, social spiders, Stegodyphus dumicola}, - Owner = {raab}, - Timestamp = {2020.01.21} -} - -@article{Birmingham1999, - title={Encoding of muscle movement on two time scales by a sensory neuron that switches between spiking and bursting modes}, - author={Birmingham, JT and Szuts, ZB and Abbott, LF and Marder, Eve}, - journal={Journal of Neurophysiology}, - volume={82}, - number={5}, - pages={2786--2797}, - year={1999}, - publisher={American Physiological Society Bethesda, MD} -} - -@ARTICLE{Black1970, - AUTHOR = {Patricia Black-Cleworth}, - TITLE = {The Role of electrical discharges in the non-reproductive social behaviour of \textit{Gymnotus carapo} ({Gymnotidae}, {Pisces}).}, - JOURNAL = {Animal Behaviour Monographs}, - YEAR = {1970}, - VOLUME = {3}, - PAGES = {1--78} -} - -@Article{Bleckmann1993, - Title = {The responses of peripheral and central mechanosensory lateral line units of weakly electric fish to moving objects.}, - Author = {H. Bleckmann and R. Zelick}, - Journal = JCompPhysiolA, - Year = {1993}, - Pages = {115-128}, - Volume = {172} -} - -@ARTICLE{Bleckmann2009, - AUTHOR = {Horst Bleckmann and Randy Zelick}, - TITLE = {Lateral line system of fish.}, - YEAR = {2009}, - JOURNAL = {Integrative Zoology}, - VOLUME = {4}, - PAGES = {13--25} } - -@Article{Blumstein2001, - Title = {Yellow-Footed Rock-Wallaby Group Size Effects Reflect A Trade-Off}, - Author = {Blumstein, Daniel T. and Daniel, Janice C. and Evans, Christopher S.}, - Journal = {Ethology}, - Year = {2001}, - Number = {7}, - Pages = {655-664}, - Volume = {107}, - Owner = {raab}, - Timestamp = {2020.01.21} -} - -@Article{Boerlin2013, - Title = {Predictive Coding of Dynamical Variables in Balanced Spiking Networks.}, - Author = {Martin Boerlin and Christian K. Machens and Sophie Den\`eve}, - Journal = {PLoS Computational Biology}, - Year = {2013}, - Number = {11}, - Pages = {e1003258}, - Volume = {9} -} - -@Article{Bol2011, - Title = {Frequency-Tuned Cerebellar Channels and Burst Induced {LTD} Lead to the Cancellation of Redundant Sensory Inputs.}, - Author = {Kieran Bol and Gary Marsat and Eric Harvey-Girard and Andr\'e Longtin and Leonard Maler}, - Journal = JNeurosci, - Year = {2011}, - Number = {30}, - Pages = {11028-11038}, - Volume = {31} -} - -@Article{Bol2013, - Title = {Modeling cancellation of periodic inputs with burst-{STDP} and feedback.}, - Author = {K. Bol and G. Marsat and J.F. Mejias and L. Maler and A. Longtin}, - Journal = NeuralNetw, - Year = {2013}, - Pages = {120-133}, - Volume = {47} -} - -@Article{Borst1999, - author = {Borst, A. and Theunissen, F.E.}, - journal = {Nature Neurosci.}, - keywords = {Information, Information Theory, neural code, review, theory}, - number = {11}, - owner = {grewe}, - pages = {947--957}, - refid = {216}, - timestamp = {2008.09.26}, - title = {Information theory and neural coding}, - volume = {2}, - year = {1999}} - -@Book{Bradbury2011, - Title = {Principles of animal communication}, - Author = {Bradbury, JW and Vehrencamp, SL}, - Publisher = {Sinauer}, - Year = {2011}, - - Address = {Sunderland}, - Edition = {2nd} -} - -@Article{Bratton1990, - Title = {Descending Control of Electroreception. {II.} Properties of Nucleus Praeeminentialis Neurons Projecting Directly to the Electrosensory Lateral Line Lobe.}, - Author = {Bradford Bratton and Joseph Bastian}, - Journal = JNeurosci, - Year = {1990}, - Number = {4}, - Pages = {1241-1253}, - Volume = {10} -} - - -@Article{Bretschneider1985, - Title = {Functioning of catfish electroreceptors: fractional order filtering and non-linearity.}, - Author = {F. Bretschneider and J.R. De Weille and J.F.L. Klis}, - Journal = CompBiochemPhysiol, - Year = {1985}, - Number = {2}, - Pages = {191-198}, - Volume = {80A} -} - -@incollection{Briand2016, - title={Taste perception and integration}, - author={Briand, Lo{\"\i}c and Salles, Christian}, - booktitle={Flavor}, - pages={101--119}, - year={2016}, - publisher={Elsevier} -} - -@Article{Brincat2004, - title={Underlying principles of visual shape selectivity in posterior inferotemporal cortex}, - author={Brincat, Scott L and Connor, Charles E}, - journal={Nature Neuroscience}, - volume={7}, - number={8}, - pages={880--886}, - year={2004}, - publisher={Nature Publishing Group US New York} -} - -@article{Brownell1990, - title={Outer hair cell electromotility and otoacoustic emissions}, - author={Brownell, William E}, - journal={Ear Hearing}, - volume={11}, - number={2}, - pages={82}, - year={1990}, - publisher={NIH Public Access} - } - -@ARTICLE{Budelli2000, - AUTHOR = {Ruben Budelli and Angel A. Caputi}, - TITLE = {The electric image in weakly electric fish: perception of objects of complex impedance.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2000}, - VOLUME = {203}, - PAGES = {481--492} -} - -@ARTICLE{Budelli2002, - AUTHOR = {R. Budelli and A. Caputi and L. Gomez and D. Rother and K. Grant}, - TITLE = {The electric image of \textit{Gnathonemus petersii}.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2002}, - VOLUME = {96}, - PAGES = {421--429} -} - -@ARTICLE{Bullock1969, - AUTHOR = {Theodore H. Bullock}, - TITLE = {Species differences in effect of electroreceptor input on electric organ pacemakers and other aspects of behavior i -n electric fish.}, - JOURNAL = BrainBehavEvol, - YEAR = {1969}, - VOLUME = {2}, - PAGES = {85--118} -} - -@article{Bullock1970, - author = {Bullock, TH}, - journal = JGenPhysiol, - number = {5}, - pages = {565--584}, - title = {The reliability of neurons.}, - volume = {55}, - year = {1970} -} - -@Article{Bullock1972a, - Title = {The jamming avoidance response of high frequency electric fish. {I.} General Features.}, - Author = {Bullock, Th H and Hamstra, RH and Scheich, H}, - Journal = JCompPhysiol, - Year = {1972}, - Number = {1}, - Pages = {1--22}, - Volume = {77} -} - -@Article{Bullock1972b, - Title = {The jamming avoidance response of high frequency electric fish. {II.} {Quantitative} aspects.}, - Author = {Bullock, TH and H, RH and Scheich, H}, - Journal = JCompPhysiol, - Year = {1972}, - Number = {1}, - Pages = {23--48}, - Volume = {77} -} - -@ARTICLE{Bullock1972General, - AUTHOR = {Theodore H. Bullock and Robert H. Hamstra, Jr. and Henning Scheich}, - TITLE = {The jamming avoidance response of high frequency electric fish {I.} General features.}, - JOURNAL = JCompPhysiol, - YEAR = {1972}, - VOLUME = {77}, - PAGES = {1--22} -} - -@Article{Bullock1982, - Title = {Evolution of electroreception.}, - Author = {T.H. Bullock and R.G. Northcutt and D.A. Bodznick}, - Journal = TINS, - Year = {1982}, - Pages = {50-53}, - Volume = {5} -} - -@ARTICLE{Bullock1983, - AUTHOR = {T. H. Bullock and D. A. Bodznick and R. G. Northcutt}, - TITLE = {The phylogenetic distribution of electroreception: evidence for convergent evolution of a primitive vertebrate sense modality.}, - YEAR = {1983}, - JOURNAL = BrainResRev, - VOLUME = {6}, - PAGES = {25--46} } - -@book{Bullock2006, - title={Electroreception}, - author={Bullock, Theodore Holmes and Hopkins, Carl D and Fay, Richard R}, - volume={21}, - year={2006}, - publisher={Springer Science \& Business Media} -} - -@ARTICLE{Burham1969, - AUTHOR = {E. G. Burham and W. B. Huckaby and R. Gowdy and B. Burns}, - TITLE = {Microvolt electric signals from fishes and the environment.}, - JOURNAL = Science, - YEAR = {1969}, - VOLUME = {164}, - PAGES = {965--968} -} - -@article{Bushdid2014, - title={Humans can discriminate more than 1 trillion olfactory stimuli}, - author={Bushdid, Caroline and Magnasco, Marcelo O and Vosshall, Leslie B and Keller, Andreas}, - journal={Science}, - volume={343}, - number={6177}, - pages={1370--1372}, - year={2014}, - publisher={American Association for the Advancement of Science} -} - -@article{Cai1996, - title={Temporal patterns of the responses of auditory-nerve fibers to low-frequency tones}, - author={Cai, Yidao and Geisler, C Daniel}, - journal={Hearing Research}, - volume={96}, - number={1-2}, - pages={83--93}, - year={1996}, - publisher={Elsevier} -} - -@article{Caldwell1978, - title={New properties of rabbit retinal ganglion cells.}, - author={Caldwell, JH and Daw, NW}, - journal={The Journal of Physiology}, - volume={276}, - number={1}, - pages={257--276}, - year={1978}, - publisher={Wiley Online Library} -} - -@ARTICLE{Capurro1997, - AUTHOR = {A. Capurro and M. Reyes-Parada and D. Olazabal and R. Perrone and R. Silveira and O. Macadar}, - TITLE = {Aggressive behavior and jamming avoidance response in the weakly electric fish \textit{Gymnotus carapo}: effects of {3,4-Methylenedioxymethamphetamine} ({MDMA}).}, - JOURNAL = {Comp Biochem Physiol}, - YEAR = {1997}, - VOLUME = {188A}, - PAGES = {831--840} -} - -@ARTICLE{Caputi1998, - AUTHOR = {Angel A. Caputi and R. Budelli and K. Grant and C. C. Bell}, - TITLE = {The electric image in weakly electric fish: physical images of resistive objects in \textit{Gnathonemus petersii}.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2000}, - VOLUME = {203}, - PAGES = {481--492} -} - - -@ARTICLE{Caputi1998Brachy, - AUTHOR = {A. A. Caputi and A. C. Silva and O. Macadar}, - TITLE = {The electric organ discharge of \textit{Brachyhypopomus pinnicaudatus}. The effects of environmental variables on waveform generation.}, - JOURNAL = BrainBehavEvol, - YEAR = {1998}, - VOLUME = {52}, - PAGES = {148--158} -} - - -@ARTICLE{Caputi1999, - AUTHOR = {A. A. Caputi}, - TITLE = {The electric organ discharge of pulse gymnotiforms: the transformation of a simple -impulse into a complex spatiotemporal electromotor pattern.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1999}, - VOLUME = {202}, - PAGES = {1229--1241} -} - -@ARTICLE{Caputi2006, - AUTHOR = {A. A. Caputi and R. Budelli}, - TITLE = {Peripheral electrosensory imaging by weakly electric fish.}, - JOURNAL = JCompPhysiolA, - YEAR = {2006}, - VOLUME = {192}, - PAGES = {587--600} -} - -@ARTICLE{Caputi2008, - AUTHOR = {\'Angel A. Caputi and Mar\'ia E. Castell\'o and Pedro A. Aguilera and Carolina Pereira and Javier Nogueira and Alejo Rodr\'iguez-Cattaneo and Carolina Lezcano}, - TITLE = {Active electroreception in \textit{Gymnotus omari}: imaging, object discrimination, and early processing of actively generated signals.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2008}, - VOLUME = {102}, - PAGES = {256--271} -} - -@article{Cariani2001, - title={Temporal coding of sensory information in the brain}, - author={Cariani, Peter A}, - journal={Acoustical Science and Technology}, - volume={22}, - number={2}, - pages={77--84}, - year={2001}, - publisher={ACOUSTICAL SOCIETY OF JAPAN} -} - -@ARTICLE{Carlson2000, - AUTHOR = {Bruce A. Carlson and Carls D. Hopkins and Peter Thomas}, - TITLE = {Androgen correlates of socially induced changes in the electric organ discharge waveform of a mormyrid fish.}, - JOURNAL = HormBehav, - YEAR = {2000}, - VOLUME = {38}, - PAGES = {177--186} -} - - - - - -@ARTICLE{Carlson2002, - AUTHOR = {Bruce A. Carlson}, - TITLE = {Electric signaling behavior and the mechanisms of electric organ discharge production in mormyrid fish.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2002}, - VOLUME = {96}, - PAGES = {405--419} -} - -@ARTICLE{Carlson2011, - AUTHOR = {Bruce A. Carlson and Saad M. Hasan and Michael Hollmann and Derek B. Miller and Luke J. Harmon and Matthew E. Arnegard}, - TITLE = {Brain evolution triggers increased diversification of electric fishes.}, - JOURNAL = Science, - YEAR = {2011}, - VOLUME = {332}, - PAGES = {583--586} -} - - -@Article{Carlson2013, - Title = {From Sequence to Spike to Spark: Evo-devo-neuroethology of Electric Communication Mormyrid Fishes.}, - Author = {Bruce A Carlson and Jason R. Gallant}, - Journal = JNeuroGenetics, - Year = {2013}, - Number = {3}, - Pages = {106-129}, - Volume = {27} -} - -@Article{Carr1982, - Title = {Peripheral organization and central projections of the electrosensory nerves in gymnotiform fish.}, - Author = {C. E. Carr and L. Maler and E. Sas}, - Journal = {Journal of Comparative Neurology}, - Year = {1982}, - Pages = {139--153}, - Volume = {211} -} - -@Article{Carr1986, - title={Electroreception in gymnotiform fish: central anatomy and physiology}, - author={Carr, CE}, - journal={Electroreception}, - pages={319--373}, - year={1986}, - publisher={John Wiley} -} - -@article{Carriot2017, - title={Envelope statistics of self-motion signals experienced by human subjects during everyday activities: Implications for vestibular processing}, - author={Carriot, J{\'e}rome and Jamali, Mohsen and Cullen, Kathleen E and Chacron, Maurice J}, - journal={PLoS One}, - volume={12}, - number={6}, - pages={e0178664}, - year={2017}, - publisher={Public Library of Science San Francisco, CA USA} -} - -@ARTICLE{Castello2000, - AUTHOR = {Mar\'ia E. Castell\'o and Pedro A. Aguilera and Omar Trujillo-Cen\'oz and Angel A. Caputi}, - TITLE = {Electroreception in \textit{Gymnotus carapo}: pre-receptor processing and the distribution of electroreceptor types.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2000}, - VOLUME = {203}, - PAGES = {3279--3287} -} - -@Article{Catania2014, - Title = {The shocking predatory strike of the electric eel}, - Author = {Catania, KC}, - Journal = Science, - Year = {2014}, - Number = {6214}, - Pages = {1231--1234}, - Volume = {346} -} - -@Article{Catania2015a, - Title = {Electric eels use high-voltage to track fast-moving prey}, - Author = {Catania, KC}, - Journal = NatCommun, - Year = {2015}, - Pages = {8638}, - Volume = {6} -} - -@Article{Cattaneo1981, - title={Patterns in the discharge of simple and complex visual cortical cells}, - author={Cattaneo, A and Maffei, L and Morrone, Concetta}, - journal={Proceedings of the Royal Society of London. Series B. Biological sciences}, - volume={212}, - number={1188}, - pages={279--297}, - year={1981}, - publisher={The Royal Society London} -} - -@Article{Cavigelli1999, - Title = {Behavioural patterns associated with faecal cortisol levels in free-ranging female ring-tailed lemurs, {Lemur catta}}, - Author = {Sonia A. Cavigelli}, - Journal = AnimBehav, - Year = {1999}, - Number = {4}, - Pages = {935 - 944}, - Volume = {57}, - - Abstract = {The study of physiological stress and its context in free-ranging animals provides a means for understanding the challenges found in the natural habitat. Patterns of physiological stress in free-ranging animals have yet to be well characterized. Methodological difficulties in measuring physiological responses in the natural habitat have limited this area of research. In this research, physiological stress in free-ranging ring-tailed lemurs,Lemur catta, was estimated using a steroid-extraction method to measure cortisol levels from female faeces. Ten females were observed across two social groups in southwestern Madagascar during a 5-month period including portions of the annual wet and dry seasons. I used behavioural measures to estimate predation threat, food accessibility and individual dominance status, to determine whether these variables predict faecal cortisol levels. Faecal cortisol levels were relatively high during two distinct periods: one period coincided with late gestation and the other period corresponded with the end of the dry season, when high-intensity antipredatory behaviour and estimates of feeding effort were elevated. In addition, faecal cortisol measures were significantly correlated with dominance indices: high-index individuals had high cortisol values, and low-index individuals had low cortisol values. These results suggest that faecal cortisol measures can be used to assess seasonal and individual differences in adrenal activity in this lemurid primate, and that this measure could provide a means for quantifying physiological stress in free-ranging animals.}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - -@article{Chacron2000, - title={Suprathreshold stochastic firing dynamics with memory in {P-type} electroreceptors}, - author={Chacron, Maurice J and Longtin, Andr{\'e} and St-Hilaire, Martin and Maler, Len}, - journal={Physical Review Letters}, - volume={85}, - number={7}, - pages={1576}, - year={2000}, - publisher={APS} -} - -@article{Chacron2001, - title={Negative interspike interval correlations increase the neuronal capacity for encoding time-dependent stimuli}, - author={Chacron, Maurice J and Longtin, Andre and Maler, Leonard}, - journal={Journal of Neuroscience}, - volume={21}, - number={14}, - pages={5328--5343}, - year={2001}, - publisher={Soc Neuroscience} -} - -@Article{Chacron2004, - title={To burst or not to burst?}, - author={Chacron, Maurice J and Longtin, Andr{\'e} and Maler, Leonard}, - journal={Journal of Computational Neuroscience}, - volume={17}, - pages={127--136}, - year={2004}, - publisher={Springer} -} - -@Article{Chacron2005, - title={Electroreceptor neuron dynamics shape information transmission}, - author={Chacron, Maurice J and Maler, Leonard and Bastian, Joseph}, - journal={Nature Neuroscience}, - volume={8}, - number={5}, - pages={673--678}, - year={2005}, - publisher={Nature Publishing Group US New York} -} - -@Article{Chacron2006, - title={Nonlinear information processing in a model sensory system}, - author={Chacron, Maurice J}, - journal={Journal of Neurophysiology}, - volume={95}, - number={5}, - pages={2933--2946}, - year={2006}, - publisher={American Physiological Society} -} - -@Article{Chagnaud2008, - Title = {Receptive field organization of electrosensory neurons in the paddlefish (\textit{Polyodon spathula}.}, - Author = {B.P. Chagnaud and L.A. Wilkens and M.H. Hofmann}, - Journal = JPhysiol, - Year = {2008}, - Pages = {246-255}, - Volume = {102} -} - -@article{Chakravarthy2018, - title={Burst spinal cord stimulation: review of preclinical studies and comments on clinical outcomes}, - author={Chakravarthy, Krishnan and Kent, Alexander R and Raza, Adil and Xing, Fang and Kinfe, Thomas M}, - journal={Neuromodulation: Technology at the Neural Interface}, - volume={21}, - number={5}, - pages={431--439}, - year={2018}, - publisher={Elsevier} -} - -@Article{Chan2005, - title={{Ca2+} current--driven nonlinear amplification by the mammalian cochlea in vitro}, - author={Chan, Dylan K and Hudspeth, AJ}, - journal={Nature Neuroscience}, - volume={8}, - number={2}, - pages={149--155}, - year={2005}, - publisher={Nature Publishing Group US New York} -} - -@Article{Chapman1995, - Title = {Ecological constraints on group size: an analysis of spider monkey and chimpanzee subgroups}, - Author = {Chapman, C. and Chapman, L. and Wrangham, R.}, - Journal = BehavEcolSociobiol, - Year = {1995}, - Number = {59}, - Volume = {36}, - Owner = {raab}, - Timestamp = {2020.01.30} -} - -@Article{Charpentier2005, - Title = {Constraints on control: factors influencing reproductive success in male mandrills ({Mandrillus sphinx})}, - Author = {Charpentier, Marie and Peignot, Patricia and Hossaert-McKey, Martine and Gimenez, Olivier and Setchell, Joanna M. and Wickings, E. Jean}, - Journal = BehavEcol, - Year = {2005}, - Number = {3}, - Pages = {614-623}, - Volume = {16}, - - Owner = {raab}, - Timestamp = {2020.01.23} -} - -@ARTICLE{Chen2005, - AUTHOR = {Ling Chen and Jonathan L. House and R\"udiger Krahe and Mark E. Nelson}, - TITLE = {Modeling signal and background components of electrosensory scenes.}, - JOURNAL = JCompPhysiolA, - YEAR = {2005}, - VOLUME = {191}, - PAGES = {331--345} -} - -@article{Cherry1953, - title={Some experiments on the recognition of speech, with one and with two ears}, - author={Cherry, E Colin}, - journal={The Journal of the Acoustical Society of America}, - volume={25}, - number={5}, - pages={975--979}, - year={1953}, - publisher={acoustical society of America} -} - -@Article{Chikkerur2010, - Title = {What and where: {A Bayesian} inference theory of attention.}, - Author = {Sharat Chikkerur and Thomas Serre and Cheston Tan and Tomaso Poggio}, - Journal = VisionRes, - Year = {2010}, - Pages = {2233-2247}, - Volume = {50} -} - -@Article{Chivers1995, - Title = {Familiarity and shoal cohesion in fathead minnows ({Pimephales promelas}): implications for antipredator behaviour}, - Author = {Douglas P. Chivers and Grant E. Brown and R. Jan F. Smith}, - Journal = {Can J Zool}, - Year = {1995}, - Pages = {955-960}, - Volume = {73}, - - Doi = {https://doi.org/10.1139/z95-111}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - -@article{Chocholle1957, - title={About the sensation of beats between two tones whose frequencies are nearly in a simple ratio}, - author={Chocholle, R and Legouix, JP}, - journal={The Journal of the Acoustical Society of America}, - volume={29}, - number={6}, - pages={750--750}, - year={1957}, - publisher={Acoustical Society of America} -} - -@ARTICLE{Clarke2020, - AUTHOR = {Shelby B. Clarke and Lauren J. Chapman and R\"udiger Krahe}, - TITLE = {The effect of normoxia exposure on hypoxia tolerance and sensory sampling in a swamp-dwelling mormyrid fish.}, - JOURNAL = {Comp Biochem Physiol A}, - YEAR = {2020}, - VOLUME = {240}, - PAGES = {110586} -} - -@article{Clevert2015, - title={{Fast and accurate deep network learning by exponential linear units (ELUs)}}, - author={Clevert, DjorkArn{\'e} and Unterthiner, Thomas and Hochreiter, Sepp}, - journal={arXiv preprint arXiv:1511.07289}, - year={2015} -} - -@Article{Clutton-Brock1999, - Title = {Predation, group size and mortality in a cooperative mongoose, {Suricata suricatta}}, - Author = {Clutton-Brock, T. H. and Gaynor, D. and McIlrath, G. M. and Maccoll, A. D. C. and Kansky, R. and Chadwick, P. and Manser, M. and Skinner, J. D. and Brotherton, P. N. M.}, - Journal = {J Anim Ecol}, - Year = {1999}, - Number = {4}, - Pages = {672-683}, - Volume = {68}, - Keywords = {cooperative breeding, demography, mammals, mortality}, - Owner = {raab}, - Timestamp = {2020.01.21} -} - -@ARTICLE{Coates1954, - AUTHOR = {C. W. Coates}, - TITLE = {Activity in electrogenic organs of knifefishes}, - JOURNAL = Science, - YEAR = {1954}, - VOLUME = {120}, - PAGES = {845--846} -} - -@Article{Collin2012, - Title = {The Neuroecology of Cartilaginous Fishes: Sensory Strategies for Survival.}, - Author = {Shaun P. Collin}, - Journal = BrainBehavEvol, - Year = {2012}, - Pages = {80-96}, - Volume = {80} -} - - -@Article{Cote1995, - Title = {Parasitism and group size in social animals: a meta-analysis}, - Author = {Isabelle M. C\^ot\'e and Robert Poulinb}, - Journal = BehavEcol, - Year = {1995}, - Pages = {159-165}, - Volume = {6}, - - Doi = {https://doi.org/10.1093/beheco/6.2.159}, - Owner = {raab}, - Timestamp = {2020.01.30} -} - -@ARTICLE{Cox2004, - AUTHOR = {C. Cox-Fernandes and J. Podos and J. G. Lundberg}, - TITLE = {Amazonian ecology: tributaries enhance the diversity of electric fishes.}, - JOURNAL = Science, - YEAR = {2004}, - VOLUME = {305}, - PAGES = {1960--1962} -} - -@INCOLLECTION{Crampton2006, - TITLE = {Evolution of electric signal diversity in gymnotiform fishes. {I. Phylogenetic} systematics, ecology and biogeography.}, - AUTHOR = {W. G. R. Crampton and J. S. Albert}, - Year = {2006}, - Pages = {647--696}, - BOOKTITLE = {Communication in fishes}, - EDITOR = {F. Ladich and S. P. Collin and P. Moller and B. G. Kapoor}, - PUBLISHER = {Science Publishers}, - ADDRESS = {Enfield, N.H.} -} - -@INCOLLECTION{Crampton2011, - TITLE = {An ecological perspective on diversity and distributions.}, - AUTHOR = {W. G. R. Crampton}, - BOOKTITLE = {Historical biogeography of neotropical freshwater fishes.}, - PUBLISHER = {University of California Press}, - YEAR = {2011}, - ADDRESS = {California}, - EDITOR = {J. S. Albert and R. Reis}, - PAGES = {165--189} -} - -@Article{Crampton2013, - Title = {Proximate and ultimate causes of signal diversity in the electric fish {Gymnotus}.}, - Author = {W.G.R. Crampton and A. Rodriguez-Catt\'aneo and N.R. Lovejoy and A.A. Caputi}, - Journal = {Journal of Experimental Biology}, - Year = {2013}, - Pages = {2523-2541}, - Volume = {216} -} - -@Article{Creel1996, - Title = {Social stress and dominance}, - Author = {S. Creel and N. Marusha Creel and S. Monfort}, - Journal = {Nature}, - Year = {1996}, - Pages = {212}, - Volume = {379}, - - Doi = {https://doi.org/10.1038/379212a0}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - - -@Article{Crick1984, - Title = {Function of the thalamic reticular complex: the searchlight hypothesis.}, - Author = {Francis Crick}, - Journal = {Proceedings of the National Academy of Sciences}, - Year = {1984}, - Pages = {4586--4590}, - Volume = {81} -} - -@ARTICLE{Crook2004, - AUTHOR = {David A. Crook}, - TITLE = {Is the home range concept compatible with the movements of two species of lowland river fish?}, - JOURNAL = JAnimEcol, - YEAR = {2004}, - VOLUME = {73}, - PAGES = {353--366} -} - -@article{Csicsvari1998, - title={Reliability and state dependence of pyramidal cell--interneuron synapses in the hippocampus: an ensemble approach in the behaving rat}, - author={Csicsvari, Jozsef and Hirase, Hajime and Czurko, Andras and Buzs{\'a}ki, Gy{\"o}rgy}, - journal={Neuron}, - volume={21}, - number={1}, - pages={179--189}, - year={1998}, - publisher={Elsevier} -} - -@Article{Cuadrado1987, - Title = {The Cytoarchitecture of the {Torus Semicircularis} in the Teleost \textit{Barbus meridionalis}.}, - Author = {M.I. Cuadrado}, - Journal = {Journal of Morphology}, - Year = {1987}, - Pages = {233-245}, - Volume = {191} -} - -@Article{Cuadrado1992, - Title = {Neuropeptides and Monoamines in the {Torus Semicircularis} of the Carp ({Cyprinus carpio}).}, - Author = {M. Isabel Cuadrado and Rafael Cove{\~n}as and G\'erard Tramu}, - Journal = BrainResBull, - Year = {1992} -} - -@Article{Cunningham2004, - title={A role for fast rhythmic bursting neurons in cortical gamma oscillations in vitro}, - author={Cunningham, Mark O and Whittington, Miles A and Bibbig, Andrea and Roopun, Anita and LeBeau, Fiona EN and Vogt, Angelika and Monyer, Hannah and Buhl, Eberhard H and Traub, Roger D}, - journal={Proceedings of the National Academy of Sciences}, - volume={101}, - number={18}, - pages={7152--7157}, - year={2004}, - publisher={National Acad Sciences} -} - - -@Article{Cunningham2017, - title={{Measuring nonlinear signal combination using EEG}}, - author={Cunningham, Darren GM and Baker, Daniel H and Peirce, Jonathan W}, - journal={Journal of Vision}, - volume={17}, - number={5}, - pages={10--10}, - year={2017}, - publisher={The Association for Research in Vision and Ophthalmology} -} - -@Article{Cvikel2015, - Title = {On-board recordings reveal no jamming avoidance in wild bats}, - Author = {Cvikel, Noam and Levin, Eran and Hurme, Edward and Borissov, Ivailo and Boonman, Arjan and Amichai, Eran and Yovel, Yossi}, - Journal = {Proc. R. Soc. B}, - Year = {2015}, - Number = {1798}, - Volume = {282}, - - Doi = {10.1098/rspb.2014.2274}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@Article{Dalton2000, - title={The merging of the senses: integration of subthreshold taste and smell}, - author={Dalton, P and Doolittle, N and Nagata, H and Breslin, PAS}, - journal={Nature Neuroscience}, - volume={3}, - number={5}, - pages={431--432}, - year={2000}, - publisher={Nature Publishing Group} -} - -@article{Dau1997, - title={{Modeling auditory processing of amplitude modulation. I. Detection and masking with narrow-band carriers}}, - author={Dau, Torsten and Kollmeier, Birger and Kohlrausch, Armin}, - journal={The Journal of the Acoustical Society of America}, - volume={102}, - number={5}, - pages={2892--2905}, - year={1997}, - publisher={Acoustical Society of America} -} - -@ARTICLE{Dawson2018, - AUTHOR = {D. R. Dawson and W. M. Koster}, - TITLE = {Habitat use and movements of Australian grayling (\textit{Prototroctes maraena}) in a Victorian coastal stream.}, - JOURNAL = {Marine and Freshwater Research}, - YEAR = {2018}, - VOLUME = {69}, - PAGES = {1259--1267} -} - -@Article{Deemyad2013, - Title = {Serotonin selectively enhances perception and sensory neural response to stimuli generated by same sex conspecifics.}, - Author = {Tara Deemyad and Michael G. Metzen and Yingzhou Pan and Maurice J. Chacron}, - Journal = {Proceedings of the National Academy of Sciences}, - Year = {2013}, - Number = {48}, - Pages = {19609-19614}, - Volume = {110} -} - -@article{Delgutte1990, - title={Two-tone rate suppression in auditory-nerve fibers: Dependence on suppressor frequency and level}, - author={Delgutte, Bertrand}, - journal={Hearing Research}, - volume={49}, - number={1-3}, - pages={225--246}, - year={1990}, - publisher={Elsevier} -} - -@Article{Dell2014, - Title = {Automated image-based tracking and its application in ecology}, - Author = {Anthony I. Dell and John A. Bender and Kristin Branson and Iain D. Couzin and Gonzalo G. de Polavieja and Lucas P.J.J. Noldus and Alfonso P\'erez-Escudero and Pietro Perona and Andrew D. Straw and Martin Wikelski and Ulrich Brose}, - Journal = TIEE, - Year = {2014}, - Number = {7}, - Pages = {417 - 428}, - Volume = {29}, - Keywords = {behavior, bio-logging, ecological interactions, tracking, automated image-based tracking}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@article{DeMorgan1864, - title={On the beats of imperfect consonances}, - author={De Morgan, Augustus}, - journal={Transactions of the Cambridge Philosophical Society}, - volume={10}, - pages={129}, - year={1864} -} - -@article{DeSantana2013, -author = {de Santana, Carlos David and Vari, Richard P.}, -doi = {10.1111/zoj.12022}, -journal = {Zoological Journal of the Linnean Society}, -number = {3}, -pages = {564--596}, -title = {{Brown ghost electric fishes of the \textit{Apteronotus leptorhynchus} species-group (Ostariophysi, Gymnotiformes); monophyly, major clades, and revision}}, -volume = {168}, -year = {2013} -} - -@ARTICLE{DeSantana2019, - AUTHOR = {C. David de Santana and W. G. R. Crampton and Casey B. Dillman and Renata G. Frederico and Mark H. Sabaj and Rapha\"el Covain and Jonathan Ready and Jansen Zuanon and Renildo R. de Oliveira and Raimundo N. Mendes-J\'unior and Douglas A. Bastos and Tulio F. Teixeira and Jan Mol and Willian Ohara and Nat\'alia Castro e Castro and Luiz A. Peixoto and Cleusa Nagamachi and Leandro Sousa and Luciano F. A. Montag and Frank Ribeiro and Joseph C. Waddell and Nivaldo M. Piorsky and Richard P. Vari and Wolmar B. Wosiacki}, - TITLE = {Unexpected species diversity in electric eels with a description of the strongest living bioelectricity generator.}, - JOURNAL = NatCommun, - YEAR = {2019}, - VOLUME = {10}, - PAGES = {4000} -} - -@Article{Destexhe1993, - title={Ionic mechanisms for intrinsic slow oscillations in thalamic relay neurons}, - author={Destexhe, Alain and Babloyantz, Agnessa and Sejnowski, Terrence J}, - journal={Biophysical Journal}, - volume={65}, - number={4}, - pages={1538--1552}, - year={1993}, - publisher={Elsevier} -} - -@article{DeValois1982, - title={Spatial frequency selectivity of cells in macaque visual cortex}, - author={De Valois, Russell L and Albrecht, Duane G and Thorell, Lisa G}, - journal={Vision Research}, - volume={22}, - number={5}, - pages={545--559}, - year={1982}, - publisher={Pergamon} -} - -@Article{DeWeille1983, - Title = {Electrosensory information processing by lateral-line lobe neurons of catfish investigated by means of white noise cross-correlation.}, - Author = {J.R. De Weille}, - Journal = CompBiochemPhysiol, - Year = {1983}, - Number = {3}, - Pages = {677-680}, - Volume = {74A} -} - -@Article{DeWoody2000, - Title = {Genetic monogamy and biparental care in an externally fertilizing fish, the largemouth bass ({Micropterus salmoides})}, - Author = {J. Andrew DeWoody and Dean E. Fletcher and S. David Wilkins and William S. Nelson and John C. Avise}, - Journal = ProcRSocLondBBiolSci, - Year = {2000}, - Pages = {2431 - 2437}, - Volume = {267}, - - Doi = {10.1098/rspb.2000.1302}, - Owner = {raab}, - Timestamp = {2020.01.30} -} - -@article{Doiron2002, - title={Ghostbursting: a novel neuronal burst mechanism}, - author={Doiron, Brent and Laing, Carlo and Longtin, Andr{\'e} and Maler, Leonard}, - journal={Journal of Computational Neuroscience}, - volume={12}, - pages={5--25}, - year={2002}, - publisher={Springer} -} - -@Article{Dong1995, - Title = {Statistics of natural time varying-images.}, - Author = {Dawei W Dong and Joseph J Atick}, - Journal = Network, - Year = {1995}, - Pages = {345-358}, - Volume = {6} -} - -@article{Dunlap1998, - author = {Dunlap, KD and Thomas, P and Zakon, HH}, - journal = JCompPhysiolA, - number = {1}, - pages = {77--86}, - title = {{Diversity of sexual dimorphism in - electrocommunication signals and its androgen - regulation in a genus of electric fish, - \textit{Apteronotus}.}}, - volume = {183}, - year = {1998} -} - -@ARTICLE{Dunlap2000, - AUTHOR = {Kent D. Dunlap and G. T. Smith and A. Yekta}, - TITLE = {Temperature Dependence of Electrocommunication Signals and Their Underlying Neural Rhythms in the Weakly Electric Fish, \textit{Apteronotus leptorhynchus}.}, - JOURNAL = BrainBehavEvol, - YEAR = {2000}, - VOLUME = {55}, - PAGES = {152--162} -} - -@Article{Dunlap2002, - AUTHOR = {K. D. Dunlap and L. M. Oliveri}, - TITLE = {Retreat site selection and social organization in captive electric fish, \textit{Apteronotus leptorhynchus}.}, - JOURNAL = {Journal of Comparative Physiology A}, - YEAR = {2002}, - VOLUME = {188}, - PAGES = {469--477} -} - -@ARTICLE{Dunlap2003a, - AUTHOR = {K. D. Dunlap and J. Larkins-Ford}, - TITLE = {Production of aggressive electrocommunication signals to progressively realistic social stimuli in male \textit{Apteronotus leptorhynchus}.}, - YEAR = {2003}, - JOURNAL = {Ethology}, - VOLUME = {109}, - PAGES = {243--258} } - -@ARTICLE{Dunlap2003b, - AUTHOR = {K. D. Dunlap and J. Larkins-Ford}, - TITLE = {Diversity in the structure of electrocommunication signals within a genus of electric fish, \textit{Apteronotus}.}, - YEAR = {2003}, - JOURNAL = JCompPhysiolA, - VOLUME = {189}, - PAGES = {153--161} } - -@article{Dux2006, - title={Isolation of a central bottleneck of information processing with time-resolved {fMRI}}, - author={Dux, Paul E and Ivanoff, Jason and Asplund, Christopher L and Marois, Ren{\'e}}, - journal={Neuron}, - volume={52}, - number={6}, - pages={1109--1120}, - year={2006}, - publisher={Elsevier} -} - -@ARTICLE{Dye1987, - AUTHOR = {John Dye}, - TITLE = {Dynamics and stimulus-dependence of pacemaker control during behavioral modulations in the weakly electric fish, \textit{Apteronotus}.}, - JOURNAL = JCompPhysiolA, - YEAR = {1987}, - VOLUME = {161}, - PAGES = {175--185} -} - -@article{Edwards2010, - title={{Association of the \textit{OCA2} polymorphism His615Arg with melanin content in east Asian populations: further evidence of convergent evolution of skin pigmentation}}, - author={Edwards, Melissa and Bigham, Abigail and Tan, Jinze and Li, Shilin and Gozdzik, Agnes and Ross, Kendra and Jin, Li and Parra, Esteban J}, - journal={PLoS Genetics}, - volume={6}, - number={3}, - pages={e1000867}, - year={2010}, - publisher={Public Library of Science San Francisco, USA} -} - - -@Article{Eeuwes2008, - Title = {{Behavioural relevance of AC and DC in prey detection by the brown bullhead, Ameiurus nebulosus.}}, - Author = {Lonneke B.M. Eeuwes and Robert C. Peters and Franklin Bretschneider}, - Journal = AnimBiol, - Year = {2008}, - Pages = {321-336}, - Volume = {58} -} - -@article{Ott2020, - title={Modeling the Heterogeneity of Electrosensory Afferents in Electric Fish}, - author={Ott, Alexander}, - year={2020}, - journal = {Unpublished master thesis}, - volume = {Eberhard Karls Universit\"at T\"ubingen} -} - -@article{Egerland2020, - title={Estimation and approximation of the nonlinear response of stochastic neuron models with adaptation}, - author={Egerland, Christoph H}, - year={2021}, - journal = {Unpublished master thesis}, - volume = {Humboldt-Universität zu Berlin} -} - -phdthesis{Egerland2020, - author={Egerland, Christoph H}, - title={Estimation and approximation of the nonlinear response of stochastic neuron models with adaptation}, - school = {Humboldt-Universität zu Berlin},% - year = {2021}, - note = {unpublished master thesis} -} - -article{Egerland2020, - author={Egerland, Christoph H}, - year = {2021}, - title={Estimation and approximation of the nonlinear response of stochastic neuron models with adaptation}, -} - -@article{Eggermont1993, - title={Wiener and Volterra analyses applied to the auditory system}, - author={Eggermont, Jos J}, - journal={Hearing Research}, - volume={66}, - number={2}, - pages={177--201}, - year={1993}, - publisher={Elsevier} -} - -@article{Eggermont1996, - title={Burst-firing sharpens frequency-tuning in primary auditory cortex.}, - author={Eggermont, Jos J and Smith, Geoff M}, - journal={Neuroreport}, - volume={7}, - number={3}, - pages={753--757}, - year={1996} -} - -@Article{Egner2010, - Title = {Expectation and Surprise Determine Neural Population Responses int the Ventral Visual Stream.}, - Author = {Tobias Egner and Jim M. Monti and Christopher Summerfield}, - Journal = JNeurosci, - Year = {2010}, - Number = {49}, - Pages = {16601-16608}, - Volume = {30} -} - -@Article{Egnor2016, - Title = {Computational Analysis of Behavior.}, - Author = {S. E. Roian Egnor and Kristin Branson}, - Journal = AnnuRevNeurosci, - Year = {2016}, - Pages = {217-36}, - Volume = {39}, - - Doi = {10.1146/annurev-neuro-070815-013845}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@article{Elfwing2018, - title={Sigmoid-weighted linear units for neural network function approximation in reinforcement learning}, - author={Elfwing, Stefan and Uchibe, Eiji and Doya, Kenji}, - journal={Neural Networks}, - volume={107}, - pages={3--11}, - year={2018}, - publisher={Elsevier} -} - -@ARTICLE{Emde1990, - AUTHOR = {Gerhard von der Emde}, - TITLE = {Discrimination of objects through electrolocation in the weakly electric fish, \textit{Gnathonemus petersii}.}, - JOURNAL = JCompPhysiolA, - YEAR = {1990}, - VOLUME = {167}, - PAGES = {413--421} -} - -@ARTICLE{Emde1992, - AUTHOR = {Gerhard von der Emde and Thomas Ringer}, - TITLE = {Electrolocation of capacitive objects in four species of pulse-type weakly electric fish.}, - JOURNAL = {Ethology}, - YEAR = {1992}, - VOLUME = {91}, - PAGES = {326--338} -} - -@ARTICLE{Emde1993, - AUTHOR = {Gerhard von der Emde}, - TITLE = {The sensing of electrical capacitances by weakly electric mormyrid fish: effects of water conductivity.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1993}, - VOLUME = {181}, - PAGES = {157--173} -} - -@ARTICLE{Emde1994, - AUTHOR = {G. von der Emde and B. Ronacher}, - TITLE = {Perception of electric properties of objects in electrolocating weakly electric fish: two-dimensional similarity scaling reveals a {City-Block} metric.}, - JOURNAL = JCompPhysiolA, - YEAR = {1994}, - VOLUME = {175}, - PAGES = {801--812} -} - -@ARTICLE{Emde1998, - AUTHOR = {Gerhard von der Emde}, - TITLE = {Capacitance detection in the wave-type electric fish \textit{Eigenmannia} during active electrolocation.}, - JOURNAL = JCompPhysiolA, - YEAR = {1998}, - VOLUME = {182}, - PAGES = {217--224} -} - -@ARTICLE{Emde1998Distance, - AUTHOR = {Gerhard von der Emde and Stephan Schwarz and Leonel Gomez and Ruben Budelli and Kirsty Grant}, - TITLE = {Electric fish measure distance in the dark.}, - JOURNAL = Nature, - YEAR = {1998}, - VOLUME = {395}, - PAGES = {890--894} -} - -@INCOLLECTION{Emde2001, - TITLE = {Electric fields and electroreception: how electrosensory fish perceive their environment.}, - AUTHOR = {Gerhard von der Emde}, - PAGES = {313--329}, - BOOKTITLE = {Ecology of sensing}, - PUBLISHER = {Springer}, - ADDRESS = {Berlin, Heidelberg}, - YEAR = {2001}, - EDITOR = {Friedrich G. Barth and Axel Schmid} -} - - -@ARTICLE{Emde2006, - AUTHOR = {Gerhard von der Emde}, - TITLE = {Non-visual environmental imaging and object detection through active electrolocation in weakly electric fish.}, - JOURNAL = JCompPhysiolA, - YEAR = {2006}, - VOLUME = {192}, - PAGES = {601--612} -} - -@ARTICLE{Emde2010Signalling, - AUTHOR = {Gerhard von der Emde}, - TITLE = {Electrolocation of capacitive objects in four species of pulse-type weakly electric fish {II}. electric signalling behaviour.}, - JOURNAL = Ethology, - YEAR = {1992}, - VOLUME = {92}, - PAGES = {177--192} -} - -@Article{Engelmann2010, - Title = {Coding of stimuli by ampullary afferents in \textit{Gnathonemus petersii}.}, - Author = {J. Engelmann and S. Gertz and J. Goulet and A. Schuh and G. von der Emde}, - Journal = {Journal of Neurophysiology}, - Year = {2010}, - - Month = {Oct}, - Number = {4}, - Pages = {1955--1968}, - Volume = {104}, - - Abstract = {Weakly electric fish use electroreception for both active and passive electrolocation and for electrocommunication. While both active and passive electrolocation systems are prominent in weakly electric Mormyriform fishes, knowledge of their passive electrolocation ability is still scarce. To better estimate the contribution of passive electric sensing to the orientation toward electric stimuli in weakly electric fishes, we investigated frequency tuning applying classical input-output characterization and stimulus reconstruction methods to reveal the encoding capabilities of ampullary receptor afferents. Ampullary receptor afferents were most sensitive (threshold: 40 μV/cm) at low frequencies (<10 Hz) and appear to be tuned to a mix of amplitude and slope of the input signals. The low-frequency tuning was corroborated by behavioral experiments, but behavioral thresholds were one order of magnitude higher. The integration of simultaneously recorded afferents of similar frequency-tuning resulted in strongly enhanced signal-to-noise ratios and increased mutual information rates but did not increase the range of frequencies detectable by the system. Theoretically the neuronal integration of input from receptors experiencing opposite polarities of a stimulus (left and right side of the fish) was shown to enhance encoding of such stimuli, including an increase of bandwidth. Covariance and coherence analysis showed that spiking of ampullary afferents is sufficiently explained by the spike-triggered average, i.e., receptors respond to a single linear feature of the stimulus. Our data support the notion of a division of labor of the active and passive electrosensory systems in weakly electric fishes based on frequency tuning. Future experiments will address the role of central convergence of ampullary input that we expect to lead to higher sensitivity and encoding power of the system.}, - Institution = {University of Bonn, Institute for Zoology, Neuroethology-Sensory Ecology, Bonn, Germany. Jacob.Engelmann@uni-bielefeld.de}, - Keywords = {Action Potentials; Animals; Electric Fish; Electric Stimulation; Female; Hair Cells, Ampulla; Male; Neurons, Afferent; Random Allocation}, - Timestamp = {2011.10.12} -} - -@ARTICLE{Enger1968, - AUTHOR = {Per S. Enger and Thomas Szabo}, - TITLE = {Effect of temperature on the discharge rates of the electric organ of some gymnotids.}, - JOURNAL = CompBiochemPhysiol, - YEAR = {1968}, - VOLUME = {27}, - PAGES = {625--627} -} - -@Article{Engh2002, - Title = {Reproductive skew among males in a female-dominated mammalian society}, - Author = {Engh, Anne L. and Funk, Stephan M. and Horn, Russell C. Van and Scribner, Kim T. and Bruford, Michael W. and Libants, Scot and Szykman, Micaela and Smale, Laura and Holekamp, Kay E.}, - Journal = BehavEcol, - Year = {2002}, - Number = {2}, - Pages = {193-200}, - Volume = {13}, - - Owner = {raab}, - Timestamp = {2020.01.23} -} - -@Article{Engler2000, - Title = {Spontaneous modulations of the electric organ discharge in the weakly electric fish, \textit{Apteronotus leptorhynchus}: a biophysical and behavioral analysis}, - Author = {Engler, G. and Fogarty, C.M. and Banks, J.R. and Zupanc, G.K.H.}, - Journal = {Journal of Comparative Physiology}, - Year = {2000}, - Number = {7}, - Pages = {645--660}, - Volume = {186}, - Owner = {raab}, - Timestamp = {2017.05.04} -} - -@Article{Engler2001, - Title = {Differential production of chirping behavior evoked by electrical stimulation of the weakly electric fish, \textit{Apteronotus leptorhynchus}.}, - Author = {Engler, G and Zupanc, G K}, - Journal = {Journal of Comparative Physiology A}, - Year = {2001}, - Number = {9}, - Pages = {747--756}, - Volume = {187} -} - -@ARTICLE{Escamilla2019, - AUTHOR = {Carolina Escamilla-Pinilla and Jos\'e Iv\'an Mojica and Jorge Molina}, - TITLE = {Spatial and temporal distribution of \textit{Gymnorhamphichthys rondoni} ({Gymnotiformes}: {Rhamphichthyidae}) in a long-term study of an Amazonian terra firme stream, {Leticia} - {Colombia}.}, - JOURNAL = {Neotropical Ichtyology}, - YEAR = {2019}, - VOLUME = {17}, - PAGES = {e190006} -} - -@article{Evans1972, - title={The frequency response and other properties of single fibres in the guinea-pig cochlear nerve}, - author={Evans, EF1331164}, - journal={The Journal of Physiology}, - volume={226}, - number={1}, - pages={263--287}, - year={1972}, - publisher={Wiley Online Library} -} - -@incollection{Evans1981, - title={The dynamic range problem: place and time coding at the level of cochlear nerve and nucleus}, - author={Evans, EF}, - booktitle={Neuronal Mechanisms of Hearing}, - pages={69--85}, - year={1981}, - publisher={Springer} -} - -@article{Ewert2000, - title={Characterizing frequency selectivity for envelope fluctuations}, - author={Ewert, Stephan D and Dau, Torsten}, - journal={The Journal of the Acoustical Society of America}, - volume={108}, - number={3}, - pages={1181--1196}, - year={2000}, - publisher={Acoustical Society of America} -} - -@ARTICLE{Fechler2013, - AUTHOR = {Katharina Fechler and Gerhard von der Emde}, - TITLE = {Figure–ground separation during active electrolocation in the weakly electric fish, \textit{Gnathonemus petersii}.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2013}, - VOLUME = {107}, - PAGES = {72--83} -} - -@Article{Fenske2006, - Title = {Top-down facilitation of visual object recognition: object-based and context-based contributions.}, - Author = {Mark J. Fenske and Elissa Aminoff and Nurit Gronau and Moshe Bar}, - Journal = ProgBrainRes, - Year = {2006}, - Pages = {3-21}, - Volume = {155} -} - -@Article{Fernald2014, - Title = {Communication about social status}, - Author = {Russell D Fernald}, - Journal = CurrOpinNeurobiol, - Year = {2014}, - Note = {SI: Communication and language}, - Pages = {1 - 4}, - Volume = {28}, - - Abstract = {Dominance hierarchies are ubiquitous in social species and serve to organize social systems. Social and sexual status is communicated directly among animals via sensory systems evolved in the particular species. Such signals may be chemical, visual, auditory, postural or a combination of signals. In most species, status is initially established through physical conflict between individuals that leads to ritualized conflict or threats, reducing possibly dangerous results of fighting. Many of the status signals contain other information, as in some bird species that communicate both the size of their group and their individual rank vocally. Recent studies have shown that scent signaling among hyenas of east Africa is unique, being produced by fermentative, odor producing bacteria residing in the scent glands.}, - Owner = {raab}, - Timestamp = {2020.01.23}, -} - -@ARTICLE{Ferraris2017, - AUTHOR = {Ferraris, Jr., C. J. and C. D. de Santana and R. P. Vari}, - TITLE = {Checklist of Gymnotiformes ({Osteichthyes: Ostariophysi}) and catalogue of primary types.}, - JOURNAL = {Neotropical Ichthyology}, - YEAR = {2017}, - VOLUME = {15}, - PAGES = {1--44} -} - -@inproceedings{Ferwerda1996, - title={A model of visual adaptation for realistic image synthesis}, - author={Ferwerda, James A and Pattanaik, Sumanta N and Shirley, Peter and Greenberg, Donald P}, - booktitle={Proceedings of the 23rd annual conference on computer graphics and interactive techniques}, - pages={249--258}, - year={1996} -} - -@ARTICLE{Feulner2009, - AUTHOR = {Philine G. D. Feulner and Martin Plath and Jacob Engelmann and Frank Kirschbaum and Ralph Tiedemann}, - TITLE = {Electrifying love: electricfish use species-specificdischarge formate recognition.}, - JOURNAL = BiolLett, - YEAR = {2009}, - VOLUME = {5}, - PAGES = {225--228} -} - -@Article{Field1994, - Title = {What Is the Goal of Sensory Coding?}, - Author = {David J. Field}, - Journal = NeuralComput, - Year = {1994}, - Pages = {559-601}, - Volume = {6} -} - -@Article{Fischer2011, - Title = {Owl's behavior and neural representation predicted by Bayesian inference.}, - Author = {Brain Fischer and Jos\'e Luis Pena}, - Journal = {Nature Neuroscience}, - Year = {2011}, - Pages = {1061--1067}, - Volume = {14} -} - -@article{Fleischer2010, - title={Compliance profiles derived from a three-dimensional finite-element model of the basilar membrane}, - author={Fleischer, Mario and Schmidt, Rolf and Gummer, Anthony W}, - journal={The Journal of the Acoustical Society of America}, - volume={127}, - number={5}, - pages={2973--2991}, - year={2010}, - publisher={Acoustical Society of America} -} - - -@article{Ford1973, - title={Divergence and evolution in {Darwin's} finches}, - author={Ford, Hugh A and Parkin, David T and Ewing, Alastair W}, - journal={Biological Journal of the Linnean Society}, - volume={5}, - number={3}, - pages={289--295}, - year={1973}, - publisher={Oxford University Press} -} - -@Article{Foster1985, - title={{Spatial and temporal frequency selectivity of neurones in visual cortical areas V1 and V2 of the macaque monkey.}}, - author={Foster, KH and Gaska, James P and Nagler, M and Pollen, DA}, - journal={The Journal of Physiology}, - volume={365}, - number={1}, - pages={331--363}, - year={1985}, - publisher={Wiley Online Library} -} - -@Article{Fotowat2013, - author = {Fotowat, H and Harrison, RR. and Krahe, R}, - journal = {Journal of Neuroscience}, - number = {34}, - pages = {13758--13772}, - title = {Statistics of the electrosensory input in the freely swimming weakly electric fish \textit{Apteronotus leptorhynchus}.}, - volume = {33}, - year = {2013} -} - -@article {Fourcaud-Trocme2003, - author = {Fourcaud-Trocm{\'e}, Nicolas and Hansel, David and van Vreeswijk, Carl and Brunel, Nicolas}, - title = {How Spike Generation Mechanisms Determine the Neuronal Response to Fluctuating Inputs}, - volume = {23}, - number = {37}, - pages = {11628--11640}, - year = {2003}, - publisher = {Society for Neuroscience}, - abstract = {This study examines the ability of neurons to track temporally varying inputs, namely by investigating how the instantaneous firing rate of a neuron is modulated by a noisy input with a small sinusoidal component with frequency (f). Using numerical simulations of conductance-based neurons and analytical calculations of one-variable nonlinear integrate-and-fire neurons, we characterized the dependence of this modulation on f. For sufficiently high noise, the neuron acts as a low-pass filter. The modulation amplitude is approximately constant for frequencies up to a cutoff frequency, fc, after which it decays. The cutoff frequency increases almost linearly with the firing rate. For higher frequencies, the modulation amplitude decays as C/fα, where the power α depends on the spike initiation mechanism. For conductance-based models, α = 1, and the prefactor C depends solely on the average firing rate and a spike {\textquotedblleft}slope factor,{\textquotedblright} which determines the sharpness of the spike initiation. These results are attributable to the fact that near threshold, the sodium activation variable can be approximated by an exponential function. Using this feature, we propose a simplified one-variable model, the {\textquotedblleft}exponential integrate-and-fire neuron,{\textquotedblright} as an approximation of a conductance-based model. We show that this model reproduces the dynamics of a simple conductance-based model extremely well. Our study shows how an intrinsic neuronal property (the characteristics of fast sodium channels) determines the speed with which neurons can track changes in input.}, - issn = {0270-6474}, - journal = {Journal of Neuroscience} -} - -@ARTICLE{Franchina1998, - AUTHOR = {C. R. Franchina and P. K. Stoddard}, - TITLE = {Plasticity of the electric organ discharge waveform of the electric fish \textit{Brachyhypopomus pinnicaudatus} {I.} Quantification of day-night changes.}, - JOURNAL = JCompPhysiolA, - YEAR = {1998}, - VOLUME = {183}, - PAGES = {759--768} -} - -@Article{Freeman2013, - Title = {A functional and perceptual signature of the second visual area in primates.}, - Author = {Jeremy Freeman and Corey M. Ziemba and David H. Heeger and Eero P. Simoncelli and J. Anthony Movshon}, - Journal = {Nature Neuroscience}, - Year = {2013}, - Number = {7}, - Pages = {doi:10.1038/nn.3402.}, - Volume = {16} -} - -@article{French1973, - title={Measuring the Wiener kernels of a non-linear system using the fast {Fourier} transform algorithm}, - author={French, AS and Butz, EG}, - journal={International Journal of Control}, - volume={17}, - number={3}, - pages={529--539}, - year={1973}, - publisher={Taylor \& Francis} -} - -@article{French1976, - title={Practical nonlinear system analysis by {Wiener} kernel estimation in the frequency domain}, - author={French, AS}, - journal={Biological Cybernetics}, - volume={24}, - number={2}, - pages={111--119}, - year={1976}, - publisher={Springer} -} - -@article{Marmarelis1999, - title={Principal dynamic mode analysis of nonlinear transduction in a spider mechanoreceptor}, - author={Marmarelis, Vasilis Z and Juusola, Mikko and French, Andrew S}, - journal={Annals of biomedical engineering}, - volume={27}, - pages={391--402}, - year={1999}, - publisher={Springer} -} - -@Article{Freund2002, - Title = {Behavioral Stochastic Resonance: How the Noise from a Daphnia Swarm Enhances Individual Prey Capture by Juvenile Paddlefish.}, - Author = {Jan A. Freund and Lutz Schimanski-Geier and Beatrix Beisner and Alexander Neiman and David F. Russell and Tatyana Yakusheva and Frank Moss}, - Journal = JTheorBiol, - Year = {2002} -} - -@Article{Friard2016, - Title = {{BORIS}: a free, versatile open-source event-logging software for video/audio coding and live observations}, - Author = {Friard, Olivier and Gamba, Marco}, - Journal = {Methods in Ecology and Evolution}, - Year = {2016}, - Number = {11}, - Pages = {1325-1330}, - Volume = {7} -} - -@ARTICLE{Friedman1996, - AUTHOR = {M. A. Friedman and C. D. Hopkins}, - TITLE = {Tracking individual mormyrid electric fish in the field using electric organ discharge waveforms.}, - JOURNAL = AnimBehav, - YEAR = {1996}, - VOLUME = {51}, - PAGES = {391--407} -} - -@Article{Froudarakis2014, - Title = {Population code in mouse {V1} facilitates readout of natural scenes through increased sparseness.}, - Author = {Emmanouil Froudarakis and Philipp Berens and Alexander S Ecker and R James Cotton and Fabian H Sinz and Dimitri Yatsenko and Peter Saggau and Matthias Bethge and Andreas S Tolias}, - Journal = {Nature Neuroscience}, - Year = {2014}, - Pages = {doi:10.1038/nn.3707}, - Volume = {Advance online publication} -} - -@ARTICLE{Fugere2010, - AUTHOR = {Vincent Fug\`ere and R\"udiger Krahe}, - TITLE = {Electric signals and species recognition in the wave-type gymnotiform fish \textit{Apteronotus leptorhynchus}.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2010}, - VOLUME = {213}, - PAGES = {225--236} -} - -@ARTICLE{Fugere2011, - AUTHOR = {Vincent Fug\`ere and Hernan Ortega and R\"udiger Krahe}, - TITLE = {Electrical signalling of dominance in a wild population of electric fish.}, - JOURNAL = BiolLett, - YEAR = {2011}, - VOLUME = {7}, - PAGES = {197--200} -} - -@ARTICLE{Fujita2010, - AUTHOR = {Kazuhisa Fujita and Yoshiki Kashimori}, - TITLE = {Modeling the electric image produced by objects with complex impedance in weakly electric fish.}, - JOURNAL = BiolCybern, - YEAR = {2010}, - VOLUME = {103}, - PAGES = {105--118} -} - -@ARTICLE{Fujita2019, - AUTHOR = {Kazuhisa Fujita and Yoshiki Kashimori}, - TITLE = {Representation of object’s shape by multiple electric images in electrolocation.}, - JOURNAL = BiolCybern, - YEAR = {2019}, - VOLUME = {113}, - PAGES = {239--255} -} - -@article{Fukutomi2020, - title={A history of corollary discharge: contributions of mormyrid weakly electric fish}, - author={Fukutomi, Matasaburo and Carlson, Bruce A}, - journal={Frontiers in Integrative Neuroscience}, - volume={14}, - pages={42}, - year={2020}, - publisher={Frontiers Media SA} -} - -@Article{Furutsu1963, - title={On the statistical theory of electromagnetic waves in a fluctuating medium}, - author={Furutsu, Koichi}, - journal={Journal of Research of the National Bureau of Standards}, - volume={67}, - pages={303--323}, - year={1963} -} - -@Article{Gabbiani1996, - title={From stimulus encoding to feature extraction in weakly electric fish}, - author={Gabbiani, Fabrizio and Metzner, Walter and Wessel, Ralf and Koch, Christof}, - journal={Nature}, - volume={384}, - number={6609}, - pages={564--567}, - year={1996}, - publisher={Nature Publishing Group UK London} -} - -@Article{Gabbiani1999, - title={Encoding and processing of sensory information in neuronal spike trains}, - author={Gabbiani, Fabrizio and Metzner, W}, - journal={Journal of Experimental Biology}, - volume={202}, - number={10}, - pages={1267--1279}, - year={1999}, - publisher={The Company of Biologists Ltd} -} - -@ARTICLE{Gavassa2012, - AUTHOR = {Sat Gavassa and Ana C. Silva and Emmanuel Gonzalez and Philip K. Stoddard}, - TITLE = {Signal modulation as a mechanism for handicap disposal.}, - JOURNAL = AnimBehav, - YEAR = {2012}, - VOLUME = {83}, - PAGES = {935--944} -} - -@Article{Geffen1996, - Title = {Size, Life-History Traits, and Social Organization in the {Canidae}: A Reevaluation}, - Author = {Geffen, Eli and Gompper, Matthew E. and Gittleman, John L. and Luh, Hang-Kwang and MacDonald, David W. and Wayne, Robert K.}, - Journal = {The American Naturalist}, - Year = {1996}, - Number = {1}, - Pages = {140-160}, - Volume = {147}, - Owner = {raab}, - Timestamp = {2020.01.30}, -} - -@Article{Geisler2008, - Title = {Visual perception and the statistical properties of natural scenes.}, - Author = {Wilson S. Geisler}, - Journal = AnnuRevPsychol, - Year = {2008} -} - -@Article{Gershman2012, - Title = {Multistability and Perceptual Inference.}, - Author = {Samuel J. Gersham and Edward Vul and Joshua B. Tenenbaum}, - Journal = NeuralComput, - Year = {2012}, - Pages = {1-24}, - Volume = {24} -} - -@Article{Gilbert2007, - Title = {Brain States: Top-down Influences in Sensory Processing.}, - Author = {Charles D. Gilbert and Mariano Sigman}, - Journal = Neuron, - Year = {2007}, - Pages = {677-696}, - Volume = {54} -} - -@inproceedings{Glorot2011, - title={Deep sparse rectifier neural networks}, - author={Glorot, Xavier and Bordes, Antoine and Bengio, Yoshua}, - booktitle={Proceedings of the fourteenth international conference on artificial intelligence and statistics}, - pages={315--323}, - year={2011} -} - -@phdthesis{Goldstein1966, - title={An investigation of monaural phase perception.}, - author={Goldstein, Julius L}, - year={1966} -} - -@ARTICLE{Gomez2014, - AUTHOR = {Alex Gomez-Marin and Joseph J. Paton and Adam R. Kampff and Rui M. Costa and Zachary F. Mainen}, - TITLE = {Big behavioral data: psychology, ethology and the foundations of neuroscience.}, - JOURNAL = {Nature Neuroscience}, - YEAR = {2014}, - VOLUME = {17}, - PAGES = {1455--1462} -} - -@Article{Goris2014, - Title = {Partitioning neuronal variability.}, - Author = {Robbe L T Goris and J Anthony Movshon and Eero P Simoncelli}, - Journal = {Nature Neuroscience}, - Year = {2014}, - Pages = {doi:10.1038/nn.3711}, - Volume = {Advanced online publication} -} - -@ARTICLE{Gottwald2017, - AUTHOR = {Martin Gottwald and Raya A. Bott and Gerhard von der Emde}, - TITLE = {Estimation of distance and electric impedance of capacitive objects in the weakly electric fish \textit{Gnathonemus petersii}.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2017}, - VOLUME = {220}, - PAGES = {3142--3153} -} - -@ARTICLE{Gottwald2018, - AUTHOR = {Martin Gottwald and Neha Singh and Andr\'e Haubrich and Sophia Regett and Gerhard von der Emde}, - TITLE = {Electric-color sensing in weakly electric fish suggests color perception as a sensory concept beyond vision.}, - JOURNAL = CurrBiol, - YEAR = {2018}, - VOLUME = {220}, - PAGES = {3142--3153} -} - -@article{Gollisch2010, - title={Eye smarter than scientists believed: neural computations in circuits of the retina}, - author={Gollisch, Tim and Meister, Markus}, - journal={Neuron}, - volume={65}, - number={2}, - pages={150--164}, - year={2010}, - publisher={Elsevier} -} - -@ARTICLE{Graff1992, - AUTHOR = {Christian Graff and Bernd Kramer}, - TITLE = {Trained weakly-electric fishes \textit{Pollimyrus isidori} and \textit{Gnathonemus petersii} {(Mormyridae, Teleostei)} discriminate between waveforms of electric pulse discharges.}, - JOURNAL = {Ethology}, - YEAR = {1992}, - VOLUME = {90}, - PAGES = {279--292} -} - -@article{Grahn2012, - title={Neural mechanisms of rhythm perception: current findings and future perspectives}, - author={Grahn, Jessica A}, - journal={Topics in Cognitive Science}, - volume={4}, - number={4}, - pages={585--606}, - year={2012}, - publisher={Wiley Online Library} -} - -@Article{Grewe2017, - Title = {Synchronous spikes are necessary but not sufficient for a synchrony code in populations of spiking neurons}, - Author = {Grewe, Jan and Kruscha, Alexandra and Lindner, Benjamin and Benda, Jan}, - Journal = {Proceedings of the National Academy of Sciences}, - Year = {2017}, - Number = {10}, - Pages = {E1977-E1985}, - Volume = {114} -} - -@Article{Gross2002, - title={Genealogy of the “grandmother cell”}, - author={Gross, Charles G}, - journal={The Neuroscientist}, - volume={8}, - number={5}, - pages={512--518}, - year={2002}, - publisher={Sage Publications Sage CA: Thousand Oaks, CA} -} - -@article{Gussin2007, - title={Limits of linear rate coding of dynamic stimuli by electroreceptor afferents}, - author={Gussin, Daniel and Benda, Jan and Maler, Leonard}, - journal={Journal of Neurophysiology}, - volume={97}, - number={4}, - pages={2917--2929}, - year={2007} -} - -@Article{Hagedorn1985, - Title = {Court and spark: electric signals in the courtship and mating of gymnotoid fish}, - Author = {Hagedorn, Mary and Walter Heiligenberg}, - Journal = AnimBehav, - Year = {1985}, - Number = {1}, - Pages = {254 - 265}, - Volume = {33}, - - Doi = {http://doi.org/10.1016/S0003-3472(85)80139-1}, - Owner = {raab}, - Timestamp = {2017.04.27}, - Url = {http://www.sciencedirect.com/science/article/pii/S0003347285801391} -} - -@ARTICLE{Hagedorn1985Hypopomus, - AUTHOR = {Mary Hagedorn and Catherine Carr}, - TITLE = {Single electrocytes produce a sexually dimorphic signal in {South American} electric fish, \textit{Hypopomus occidentalis} {(Gymnotiformes, Hypopomidae)}.}, - JOURNAL = JCompPhysiolA, - YEAR = {1985}, - VOLUME = {156}, - PAGES = {511--523} -} - - -@Article{Hagedorn1988, - Title = {Ecology and behavior of a pulse-type electric fish, \textit{Hypopomus occidentalis} {(Gymnotiformes, Hypopomidae)}, in a fresh-water stream in {Panama}.}, - Author = {Mary Hagedorn}, - Journal = {Copeia}, - Year = {1988}, - Number = {2}, - Pages = {324-335}, - Volume = {1988} -} - -@Article{Hager1991, - Title = {Safety in numbers: shoal size choice by minnows under predatory threat}, - Author = {Hager, M.C. and Helfman, G.S.}, - Journal = BehavEcolSociobiol, - Year = {1991}, - Number = {4}, - Pages = {271-276}, - Volume = {29}, - - Doi = {https://doi.org/10.1007/BF00163984}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - -@article{Haggard2023, - title={Coding of object location by heterogeneous neural populations with spatially dependent correlations in weakly electric fish}, - author={Haggard, Myriah and Chacron, Maurice J}, - journal={PLOS Computational Biology}, - volume={19}, - number={3}, - pages={e1010938}, - year={2023}, - publisher={Public Library of Science San Francisco, CA USA} -} - -@ARTICLE{Hagiwara1963, - AUTHOR = {S. Hagiwara and H. Morita}, - TITLE = {Coding mechanisms of electroreceptor fibers in some electric fish.}, - JOURNAL = {Journal of Neurophysiology}, - YEAR = {1963}, - VOLUME = {26}, - PAGES = {551--567} -} - -@ARTICLE{Harder1964, - AUTHOR = {Wilhelm Harder and Alfred Schief and Hartmut Uhlemann}, - TITLE = {{Zur Funktion des Elektrischen Organs von \textit{Gnathonemus petersii} (Gthr. 1862) (Mormyriformes, Teleostei)}.}, - JOURNAL = {Zeitschrift f\'ur vergleichende Physiologie}, - YEAR = {1964}, - VOLUME = {48}, - PAGES = {302--331} -} - -@article{Hartmann1979, - title={Detection of amplitude modulation}, - author={Hartmann, WM}, - journal={The Journal of the Acoustical Society of America}, - volume={65}, - number={S1}, - pages={S59--S59}, - year={1979}, - publisher={Acoustical Society of America} -} - -@Article{Harvey-Girard2013, - Title = {Expression of the Cannabinoid {CB1} Receptor in the Gymnotiform Fish Brain and Its Implications for the Organization of the Telleost Pallium.}, - Author = {Erik Harvey-Girard and Ana C.C. Giassi and William Ellis and Leonard Maler}, - Journal = {Journal of Comparative Neurology}, - Year = {2013}, - Pages = {949-975}, - Volume = {521} -} - -@ARTICLE{Harvey2010, - AUTHOR = {Erik Harvey-Girard and Jessica Tweedle and Joel Ironstone and Martin Cuddy and William Ellis and Leonard Maler}, - TITLE = {Long-Term recognition memory of individual conspecifics is associated with telencephalic expression of {Egr-1} in the electric fish \textit{Apteronotus leptorhynchus}.}, - JOURNAL = {Journal of Comparative Neurology}, - YEAR = {2010}, - VOLUME = {518}, - PAGES = {2666--2692} -} - -@Article{Harvey2013, - Title = {Dendritic {SK.} Channels convert {NMDA-R-dependent LTD} to burst timing-dependent plasticity}, - Author = {Eric Harvey-Girard and Leonard Maler}, - Journal = {Journal of Neurophysiology}, - Year = {2013}, - Pages = {2689-2703}, - Volume = {110} -} - -@Article{Hass2002, - Title = {Anti-predator benefits of group living in white-nosed coatis {(Nasua narica)}}, - Author = {Hass, Christine C. -and Valenzuela, David}, - Journal = BehavEcolSociobiol, - Year = {2002}, - Number = {6}, - Pages = {570--578}, - Volume = {51}, - Day = {01}, - Doi = {10.1007/s00265-002-0463-5}, - Owner = {raab}, - Timestamp = {2020.01.21}, - Url = {https://doi.org/10.1007/s00265-002-0463-5} -} - -@Article{Hawken1996, - title={Temporal-frequency selectivity in monkey visual cortex}, - author={Hawken, MJ and Shapley, Robert M and Grosof, DH}, - journal={Visual neuroscience}, - volume={13}, - number={3}, - pages={477--492}, - year={1996}, - publisher={Cambridge University Press} -} - - -@article{Haykin2005, - title={The cocktail party problem}, - author={Haykin, Simon and Chen, Zhe}, - journal={Neural Computation}, - volume={17}, - number={9}, - pages={1875--1902}, - year={2005}, - publisher={MIT Press One Rogers Street, Cambridge, MA 02142-1209, USA journals-info~…} -} - -@article{Heil2015, - title={Basic response properties of auditory nerve fibers: a review}, - author={Heil, Peter and Peterson, Adam J}, - journal={Cell and tissue research}, - volume={361}, - pages={129--158}, - year={2015}, - publisher={Springer} -} - - -@article{Heil2016, - title={Spike timing in auditory-nerve fibers during spontaneous activity and phase locking}, - author={Heil, Peter and Peterson, Adam J}, - journal={Synapse}, - volume={71}, - number={1}, - pages={5--36}, - year={2017}, - publisher={Wiley Online Library} -} - -@ARTICLE{Heiligenberg1973, - AUTHOR = {Walter Heiligenberg}, - TITLE = {Electrolocation of objects in the electric fish \textit{Eigenmannia} ({Rhamphichthyidae}, {Gymnotoidei}).}, - JOURNAL = JCompPhysiol, - YEAR = {1973}, - VOLUME = {87}, - PAGES = {137--164} -} - -@ARTICLE{Heiligenberg1975, - AUTHOR = {Walter Heiligenberg}, - TITLE = {Theoretical and experimental approaches to spatial aspects of electrolocation.}, - JOURNAL = JCompPhysiol, - YEAR = {1975}, - VOLUME = {103}, - PAGES = {247--272} -} - -@ARTICLE{Heiligenberg1976, - AUTHOR = {Walter Heiligenberg}, - TITLE = {Electrolocation and jamming avoidance in the mormyrid fish \textit{Brienomyrus}.}, - JOURNAL = JCompPhysiol, - YEAR = {1976}, - VOLUME = {109}, - PAGES = {357--372} -} - -@ARTICLE{Heiligenberg1978, - AUTHOR = {Walter Heiligenberg and Richard A. Altes}, - TITLE = {Phase sensitivity in electrorecption}, - JOURNAL = Science, - YEAR = {1978}, - VOLUME = {199}, - PAGES = {1001--1003} -} - - -@article{Heiligenberg1981, - title={How electroreceptors encode {JAR}-eliciting stimulus regimes: reading trajectories in a phase-amplitude plane}, - author={Heiligenberg, Walter and Partridge, Brian L}, - journal={Journal of Comparative Physiology}, - volume={142}, - pages={295--308}, - year={1981}, - publisher={Springer} -} - - -@Article{Heiligenberg1982, - title={Labelling of electroreceptive afferents in a gymnotoid fish by intracellular injection of {HRP}: the mystery of multiple maps}, - author={Heiligenberg, Walter and Dye, John}, - journal={Journal of Comparative Physiology}, - volume={148}, - pages={287--296}, - year={1982}, - publisher={Springer} -} - - -@book{Heiligenberg1991, - title={Neural nets in electric fish}, - author={Heiligenberg, Walter}, - year={1991}, - publisher={MIT press Cambridge, MA} -} - -@ARTICLE{Heiligenberg1996, - AUTHOR = {W. Heiligenberg and W. Metzner and C. J. H. Wong and C. H. Keller}, - TITLE = {Motor control of the jamming avoidance response of \textit{Apteronotus leptorhynchus}: evolutionary changes of a behavior and its neuronal substrates.}, - JOURNAL = JCompPhysiolA, - YEAR = {1996}, - VOLUME = {179}, - PAGES = {653--674} -} - - -@book{Helmholtz2009, - title={On the sensations of tone as a physiological basis for the theory of music}, - author={Helmholtz, Hermann LF}, - year={1875}, - publisher={Cambridge University Press} -} - - -@article{Hendrycks2016, - title={Gaussian error linear units {(gelus)}}, - author={Hendrycks, Dan and Gimpel, Kevin}, - journal={arXiv preprint arXiv:1606.08415}, - year={2016} -} - - -@Article{Hennig2004, - Title = {Processing of auditory information in insects.}, - Author = {R. M. Hennig and A. Franz and A. Stumpner}, - Journal = MicroscResTech, - Year = {2004}, - Pages = {351--374}, - Volume = {63} -} - -@article{Henninger2017, - title={Court and spark in the wild: communication at the limits of sensation}, - author={Henninger, J{\"o}rg and Kirschbaum, Frank and Grewe, Jan and Krahe, Ruediger and Benda, Jan}, - journal={bioRxiv:114249}, - year={2017}, - publisher={Cold Spring Harbor Laboratory}, - elocation-id = {114249}, - year = {2017}, - doi = {10.1101/114249}, - abstract = {Sensory systems evolve in the ecological niches each species is occupying. Accordingly, the tuning of sensory neurons is expected to be adapted to the statistics of natural stimuli. For an unbiased quantification of sensory scenes we tracked natural communication behavior of the weakly electric fish Apteronotus rostratus in their Neotropical rainforest habitat with high spatio-temporal resolution over several days. In the context of courtship and aggression we observed large quantities of electrocommunication signals. Echo responses and acknowledgment signals clearly demonstrated the behavioral relevance of these signals. The known tuning properties of peripheral electrosensory neurons suggest, however, that they are barely activated by these obviously relevant signals. Frequencies of courtship signals are clearly mismatched with the frequency tuning of neuronal population activity. Our results emphasize the importance of quantifying sensory scenes derived from freely behaving animals in their natural habitats for understanding the evolution and function of neural systems.}, - URL = {https://www.biorxiv.org/content/early/2017/08/12/114249}, - eprint = {https://www.biorxiv.org/content/early/2017/08/12/114249.full.pdf}, - journal = {bioRxiv} -} - - -@Article{Henninger2018, - Title = {Statistics of natural communication signals observed in the wild identify important yet neglected stimulus regimes in weakly electric fish.}, - Author = {J\"org Henninger and R\"udiger Krahe and Frank Kirschbaum and Jan Grewe and Jan Benda}, - Journal = {Journal of Neuroscience}, - Year = {2018}, - Pages = {5456--5465}, - Volume = {38} -} - -@Article{Henninger2020, - Title = {Tracking activity patterns of a multispecies community of gymnotiform weakly electric fish in their neotropical habitat without tagging}, - Author = {Henninger, J{\"o}rg and Krahe, R{\"u}diger and Sinz, Fabian and Benda, Jan}, - Journal = {Journal of Experimental Biology}, - Year = {2020}, - Volume = {223}, - - Abstract = {Field studies on freely behaving animals commonly require tagging and often are focused on single species. Weakly electric fish generate a species- and individual-specific electric organ discharge (EOD) and therefore provide a unique opportunity for individual tracking without tagging. Here, we present and test tracking algorithms based on recordings with submerged electrode arrays. Harmonic structures extracted from power spectra provide fish identity. Localization of fish based on weighted averages of their EOD amplitudes is found to be more robust than fitting a dipole model. We apply these techniques to monitor a community of three species, \textit{Apteronotus rostratus}, Eigenmannia humboldtii and Sternopygus dariensis, in their natural habitat in Dari{\'e}n, Panama. We found consistent upstream movements after sunset followed by downstream movements in the second half of the night. Extrapolations of these movements and estimates of fish density obtained from additional transect data suggest that some fish cover at least several hundreds of meters of the stream per night. Most fish, including E. humboldtii, were traversing the electrode array solitarily. From in situ measurements of the decay of the EOD amplitude with distance of individual animals, we estimated that fish can detect conspecifics at distances of up to 2 m. Our recordings also emphasize the complexity of natural electrosensory scenes resulting from the interactions of the EODs of different species. Electrode arrays thus provide an unprecedented window into the so-far hidden nocturnal activities of multispecies communities of weakly electric fish at an unmatched level of detail.}, - Pages = {jeb206342}, - Owner = {raab}, - Publisher = {The Company of Biologists Ltd}, - Timestamp = {2020.02.11} -} - -@article{Henry2017, - title={What can we learn about beat perception by comparing brain signals and stimulus envelopes?}, - author={Henry, Molly J and Herrmann, Bj{\"o}rn and Grahn, Jessica A}, - journal={PLoS One}, - volume={12}, - number={2}, - pages={e0172454}, - year={2017}, - publisher={Public Library of Science San Francisco, CA USA} -} - -@article{Hind1967, - title={Coding of information pertaining to paired low-frequency tones in single auditory nerve fibers of the squirrel monkey.}, - author={Hind, JOSEPH E and Anderson, DAVID J and Brugge, JOHN F and Rose, JERZY E}, - journal={Journal of Neurophysiology}, - volume={30}, - number={4}, - pages={794--816}, - year={1967} -} - - -@Article{Hirabayashi2014, - Title = {Computational principles of microcircuits for visual object processing in the macaque temporal cortex.}, - Author = {Toshiyuki Hirabayashi and Yasushi Miyashita}, - Journal = TINS, - Year = {2014}, - Number = {3}, - Pages = {178-187}, - Volume = {37} -} - -@Article{Hladnik2023, - AUTHOR = {T. C. Hladnik and J. Grewe}, - TITLE = {Receptive field sizes and neuronal encoding bandwidth are constrained by axonal conduction delays}, - JOURNAL = {PLoS Computational Biology}, - YEAR = {2023}, - NUMBER = {19}, - VOLUME = {8}, - Doi = {https://doi.org/ -10.1371/journal.pcbi.1010871} -} - -@Article{Hodgkin1952, - Title = {A Quantitative Description of Membrane Current and its Application to Conduction and Excitation in Nerve.}, - Author = {A. L. Hodgkin and A. F. Huxley}, - Journal = JPhysiol, - Year = {1952}, - Pages = {500--544}, - Volume = {117} -} - -@Article{Hofmann2008, - Title = {Response properties of electrosensory units in the midbrain tectum of the paddlefish {(Polyodon spathula Walbaum)}.}, - Author = {M.H. Hofmann and S.N. Jung and U. Siebenaller and M. Prei{\ss}ner and B.P. Chagnaud and L.A. Wilkens}, - Journal = {Journal of Experimental Biology}, - Year = {2008}, - Pages = {773-779}, - Volume = {211} -} - -@ARTICLE{Hofmann2013, - AUTHOR = {Volker Hofmann and Juan I. Sanguinetti-Scheck and Leonel G\'omez-Sena and Jacob Engelmann}, - TITLE = {From static electric images to electric flow: Towards dynamic perceptual cues -in active electroreception.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2013}, - VOLUME = {107}, - PAGES = {95--106} -} - -@ARTICLE{Hofmann2017, - AUTHOR = {Volker Hofmann and Juan I. Sanguinetti-Scheck and Leonel G\'omez-Sena and Jacob Engelmann}, - TITLE = {Flow as a basis for a novel distance cue in freely behaving electric fish.}, - JOURNAL = JNeurosci, - YEAR = {2017}, - VOLUME = {37}, - PAGES = {302--312} -} - -@Article{Hojesjo1998, - Title = {The importance of being familiar: individual recognition and social behavior in sea trout {(Salmo trutta)}}, - Author = {H\"ojesj\"o, Johan and Johnsson, J\"orgen I. and Petersson, Erik and J\"arvi, Torbj\"orn}, - Journal = BehavEcol, - Year = {1998}, - Number = {5}, - Pages = {445-451}, - Volume = {9}, - - Doi = {https://doi.org/10.1093/beheco/9.5.445}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - - -@ARTICLE{Hopkins1972, - AUTHOR = {Carl D. Hopkins}, - TITLE = {Sex differences in electric signaling in an electric fish.}, - JOURNAL = Science, - YEAR = {1972}, - VOLUME = {176}, - PAGES = {1035--1037} -} - -@ARTICLE{Hopkins1974Eigen, - AUTHOR = {Carl D. Hopkins}, - TITLE = {Electric communication: functions in the social behavior of \textit{Eigenmannia virescens}.}, - JOURNAL = {Behavior}, - YEAR = {1974}, - VOLUME = {50}, - PAGES = {270--304} -} - -@ARTICLE{Hopkins1974Sterno, - AUTHOR = {Carl D. Hopkins}, - TITLE = {Electric communication in the reproductive behavior of \textit{Sternopygus macrurus} {(Gymnotoidei)}.}, - JOURNAL = {Zeitschrift für Tierpsychologie}, - YEAR = {1974}, - VOLUME = {35}, - PAGES = {518--535} -} - -@ARTICLE{Hopkins1976, - AUTHOR = {Carl D. Hopkins}, - TITLE = {Stimulus filtering and electroreception: tuberous electroreceptors in three species of gymnotoid fish.}, - JOURNAL = {Journal of Comparative Physiology}, - YEAR = {1976}, - VOLUME = {111}, - PAGES = {171--207} -} - -@ARTICLE{Hopkins1978, - AUTHOR = {Carl D. Hopkins and Walter F. Heiligenberg}, - TITLE = {Evolutionary designs for electric signals and electroreceptors in gymnotoid fishes of {Surinam}.}, - JOURNAL = BehavEcolSociobiol, - YEAR = {1978}, - VOLUME = {3}, - PAGES = {113--134} -} - -@ARTICLE{Hopkins1980, - AUTHOR = {Carl D. Hopkins}, - TITLE = {Evolution of electric communication channels of mormyrids.}, - JOURNAL = BehavEcolSociobiol, - YEAR = {1980}, - VOLUME = {7}, - PAGES = {1--13} -} - -@ARTICLE{Hopkins1981, - AUTHOR = {Carl D. Hopkins and Andrew H. Bass}, - TITLE = {Temporal coding of species recognition signals in an electric fish.}, - JOURNAL = Science, - YEAR = {1981}, - VOLUME = {212}, - PAGES = {85--87} -} - -@ARTICLE{Hopkins1986Temporal, - AUTHOR = {Carl D. Hopkins}, - TITLE = {Temporal strucuture of non-propagated electric communication signals.}, - JOURNAL = BrainBehavEvol, - YEAR = {1986}, - VOLUME = {28}, - PAGES = {43--59} -} - -@ARTICLE{Hopkins1986Time, - AUTHOR = {Carl D. Hopkins and G. W. Max Westby}, - TITLE = {Time domain processing of electric organ discharge waveforms by pulse-type electric fish.}, - JOURNAL = BrainBehavEvol, - YEAR = {1986}, - VOLUME = {29}, - PAGES = {77--104} -} - -@ARTICLE{Hopkins1990, - AUTHOR = {Carl D. Hopkins and Nathaniel C. Comfort and Joseph Bastian and Andreas H. Bass}, - TITLE = {Functional analysis of sexual dimorphism in an electric fish, \textit{Hypopomus pinnicaudatus}, order {Gymnotiformes}.}, - JOURNAL = BrainBehavEvol, - YEAR = {1990}, - VOLUME = {35}, - PAGES = {350--367} -} - -@ARTICLE{Hopkins1999, - AUTHOR = {Carl D. Hopkins}, - TITLE = {Design features for electric communication.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1999}, - VOLUME = {202}, - PAGES = {1217--128} -} - -@ARTICLE{Hoshimiya1980, - AUTHOR = {N. Hoshimiya and K. Shogen and T. Matsuo and S. Chichibu}, - TITLE = {The \textit{Apteronotus} {EOD} field: waveform and {EOD} field simulation}, - JOURNAL = JCompPhysiol, - YEAR = {1980}, - VOLUME = {135}, - PAGES = {283--290} -} - -@Article{Hosoya2005, - Title = {Dynamic predictive coding by the retina.}, - Author = {Toshihiko Hosoya and Stephen A. Baccus and Markus Meister}, - Journal = Nature, - Year = {2005}, - Pages = {71-77}, - Volume = {436} -} - -@ARTICLE{Howard1988, - AUTHOR = {J. Howard and A. J. Hudspeth}, - TITLE = {Compliance of the hair bundle associated with gating of mechanoelectrical transduction channels in the bullfrog's saccular hair cell.}, - YEAR = {1988}, - JOURNAL = {Neuron}, - VOLUME = {1}, - PAGES = {189--199} } - -@Article{Hubel1959, - title={Receptive fields of single neurones in the cat's striate cortex}, - author={Hubel, David H and Wiesel, Torsten N}, - journal={The Journal of Physiology}, - volume={148}, - number={3}, - pages={574}, - year={1959}, - publisher={Wiley-Blackwell} -} - -@article{Hubel1962, - title={Receptive fields, binocular interaction and functional architecture in the cat's visual cortex}, - author={Hubel, David H and Wiesel, Torsten N}, - journal={The Journal of Physiology}, - volume={160}, - number={1}, - pages={106}, - year={1962}, - publisher={Wiley-Blackwell} -} - -@article{Hubel1965, - title={Receptive fields and functional architecture in two nonstriate visual areas (18 and 19) of the cat}, - author={Hubel, David H and Wiesel, Torsten N}, - journal={Journal of Neurophysiology}, - volume={28}, - number={2}, - pages={229--289}, - year={1965} -} - -@article{Hudspeth1988kinetic, - title={{Kinetic analysis of voltage-and ion-dependent conductances in saccular hair cells of the bull-frog, Rana catesbeiana.}}, - author={Hudspeth, AJ and Lewis, RS}, - journal={The Journal of Physiology}, - volume={400}, - number={1}, - pages={237--274}, - year={1988}, - publisher={Wiley Online Library} -} - -@article{Hudspeth1988model, - title={A model for electrical resonance and frequency tuning in saccular hair cells of the bull-frog, {Rana catesbeiana}.}, - author={Hudspeth, AJ and Lewis, RS}, - journal={J Physiol}, - volume={400}, - number={1}, - pages={275--297}, - year={1988}, - publisher={Wiley Online Library} -} - -@Article{Huetz2011, - Title = {Neural codes in the thalamocortical auditory system: from artificial stimuli to communication sounds.}, - Author = {Chlo\'e Huetz and Boris Gour\'evitch and Jean-Marc Edeline}, - Journal = HearRes, - Year = {2011}, - Pages = {147-158}, - Volume = {271} -} - -@Article{Hughey2018, - Title = {Challenges and solutions for studying collective animal behaviour in the wild}, - Author = {Hughey, Lacey F. and Hein, Andrew M. and Strandburg-Peshkin, Ariana and Jensen, Frants H.}, - Journal = PhilTransRSocLondBBiolSci, - Year = {2018}, - Number = {1746}, - Volume = {373}, - - Doi = {10.1098/rstb.2017.0005}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@article{Hunter2007, - title={Matplotlib: A 2D graphics environment}, - author={Hunter, John D}, - journal={Computing in science \& engineering}, - volume={9}, - number={3}, - pages={90--95}, - year={2007}, - publisher={IEEE Computer Society} -} - -@Article{Hupe2008, - Title = {Electrocommunication signals in free swimming brown ghost knifefish, \textit{Apteronotus leptorhynchus}}, - Author = {Ginette Hup\'e and John Lewis}, - Journal = {Journal of Experimental Biology}, - Year = {2008}, - Pages = {1657-67}, - Volume = {211}, - - Doi = {10.1242/jeb.013516}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@ARTICLE{Hupe2008DF, - AUTHOR = {Ginette J. Hup\'e and John E. Lewis and Jan Benda}, - TITLE = {The effect of difference frequency on electrocommunication: chirp production and encoding in a species of weakly electric fish, \textit{Apteronotus leptorhynchus}.}, - YEAR = {2008}, - JOURNAL = {Journal of Physiology-Paris}, - VOLUME = {102}, - NUMBER = {4--6}, - PAGES = {164--172} } - -@Article{Izhikevich2000, - title={Neural excitability, spiking and bursting}, - author={Izhikevich, Eugene M}, - journal={International Journal of Bifurcation and Chaos}, - volume={10}, - number={06}, - pages={1171--1266}, - year={2000}, - publisher={World Scientific} -} - -@book{Izhikevich2007, - title={Dynamical systems in neuroscience}, - author={Izhikevich, Eugene M}, - year={2007}, - publisher={MIT press} -} - -@Article{Janson1985, - Title = {Aggresive competition and individual food consumption in wild brown capuchin monkeys ({Cebus apella})}, - Author = {Janson, Charles}, - Journal = BehavEcolSociobiol, - Year = {1985}, - Number = {2}, - Pages = {125--138}, - Volume = {18}, - - Abstract = {The impact of aggresive competition on food intake at all the resources used is analysed for every member of a group of brown capuchin monkeys (Cebus apella) in the Manu National Park, Peru, where they live in groups of 8--14 animals. An individual's food intake at a given tree was affected independently both by its domirance rank (Fig. 1) and by how much aggression it received (Table 5). Food intake was not strongly affected by body size when dominance rank was held constant by partial correlation. At food sources where high rates of fighting occurred, an individual's food intake depended more on its domirance status than on the rate of aggression it received (Fig. 2). However, food intake at resources where rates of fighting were low depended mostly on the rate of aggression received. When aggression over food was absent, the food intakes of dominants and subordinates were equal. Dominants had significantly greater total energy intake (20.5{\%} more) than did subordinates, even though more than one third of their diet came from food sources where little or no fighting occurred (Fig. 3). Energy intake was also significantly greater for individuals that received little aggression. The only adult that emigrated from the rescue_local_eod study group was the individua with the lowest energy intake. Competition for food within groups was more than ten times as intense as competition between brown capuchin groups.}, - Day = {01}, - Doi = {10.1007/BF00299041}, - Owner = {raab}, - Timestamp = {2020.01.21}, - Url = {https://doi.org/10.1007/BF00299041} -} - -@article{Janson2022, - title={Motive-modulated attentional orienting: Implicit power motive predicts attentional avoidance of signals of interpersonal dominance.}, - author={Janson, Kevin T and K{\"o}llner, Martin G and Khalaidovski, Ksenia and P{\"u}lschen, Lea-Sarah and Rudnaya, Alexandra and Stamm, Laura and Schultheiss, Oliver C}, - journal={Motivation Science}, - volume={8}, - number={1}, - pages={56}, - year={2022}, - publisher={Educational Publishing Foundation} -} - -@Article{Jason1990, - Title = {Ecological consequences of individual spatial choice in foraging groups of brown capuchin monkeys, {Cebus apella}}, - Author = {Charles H. Janson}, - Journal = AnimBehav, - Year = {1990}, - Number = {5}, - Pages = {922 - 934}, - Volume = {40}, - - Abstract = {Individuals in a foraging group of brown capuchin monkeys choose different spatial positions relative to the rest of the group. An individual's choice of spatial positiion affects its foraging success and perceived predation risk (as measured by vigilance behaviour). The two most dominant group members preferred to forage where their expected forwaging success was greatest. Juveniles chose to forage where their perceived predation risk was least, not where they would achieve the highest foraging success. The positions used by non-dominant adults neither maximized foraging success nor minimized predation risk. It is likely that subordinate adults accept spatial positions with suboptimal ecological consequences to avoid the costs of frequent confrontations with the dominant members of the group over foraging sites in poreferred positions.}, - Doi = {https://doi.org/10.1016/S0003-3472(05)80994-7}, - Owner = {raab}, - Timestamp = {2020.01.21}, - Url = {http://www.sciencedirect.com/science/article/pii/S0003347205809947} -} - -@Article{Jazayeri2006, - Title = {Optimal representation of sensory information by neural populations.}, - Author = {Mehrdad Jazayeri and J Anthony Movshon}, - Journal = {Nature Neuroscience}, - Year = {2006}, - Number = {5}, - Pages = {690-696}, - Volume = {9} -} - -@article{Joris1992, - title={Responses to amplitude-modulated tones in the auditory nerve of the cat}, - author={Joris, Philip X and Yin, Tom CT}, - journal={The Journal of the Acoustical Society of America}, - volume={91}, - number={1}, - pages={215--232}, - year={1992}, - publisher={Acoustical Society of America} -} - -@article{Joris2004, - title={Neural processing of amplitude-modulated sounds}, - author={Joris, PX and Schreiner, CE and Rees, A}, - journal={Physiological Reviews}, - volume={84}, - number={2}, - pages={541--577}, - year={2004} -} - -@article{Juergens1999, - title={{Visual stimulation elicits locked and induced gamma oscillations in monkey intracortical-and {EEG-potentials}, but not in human {EEG}}}, - author={Juergens, Egbert and Guettler, Andreas and Eckhorn, Reinhard}, - journal={Experimental Brain Research}, - volume={129}, - pages={247--259}, - year={1999}, - publisher={Springer} -} - -@article{Julicher2001, - title={Physical basis of two-tone interference in hearing}, - author={J{\"u}licher, Frank and Andor, Daniel and Duke, Thomas}, - journal={Proceedings of the National Academy of Sciences}, - volume={98}, - number={16}, - pages={9080--9085}, - year={2001}, - publisher={National Acad Sciences} -} - -@Article{Jun2013, - Title = {Real-Time Localization of Moving Dipole Sources for Tracking Multiple Free-Swimming Weakly Electric Fish}, - Author = {Jun, James Jaeyoon and Longtin, Andr\'e and Maler, Leonard}, - Journal = PLOSOne, - Year = {2013}, - Number = {6}, - Pages = {1-14}, - Volume = {8}, - Doi = {10.1371/journal.pone.0066596}, - Owner = {raab}, - Publisher = {Public Library of Science}, - Timestamp = {2020.02.11}, - Url = {https://doi.org/10.1371/journal.pone.0066596} -} - -@ARTICLE{Jun2014, - AUTHOR = {James J. Jun and Andr\'e Longtin and Leonard Maler}, - TITLE = {Enhanced sensory sampling precedes spef-initiated locomotion in an electric fish.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2014}, - VOLUME = {217}, - PAGES = {3615--3628} -} - -@INCOLLECTION{Kalmijn1974, - TITLE = {The detection of electric fields from inanimate and animate sources other than electric organs.}, - AUTHOR = {A. J. Kalmijn}, - Year = {1974}, - Pages = {148--194}, - BOOKTITLE = {Electroreceptors and other specialized receptors in lower vertrebrates}, - EDITOR = {A. Fessard}, - PUBLISHER = {Springer}, - ADDRESS = {Heidelberg} -} - -@book{Kandel2000, - title={Principles of neural science}, - author={Kandel, Eric R and Schwartz, James H and Jessell, Thomas M and Siegelbaum, Steven and Hudspeth, A James and Mack, Sarah and others}, - volume={4}, - year={2000}, - publisher={McGraw-hill New York} -} - -@Article{Kappeler2008, - Title = {The lemur syndrome unresolved: extreme male reproductive skew in sifakas ({Propithecus verreauxi}), a sexually monomorphic primate with female dominance}, - Author = {Kappeler, Peter M. -and Sch{\"a}ffler, Livia}, - Journal = BehavEcolSociobiol, - Year = {2008}, - Number = {6}, - Pages = {1007--1015}, - Volume = {62}, - Day = {01}, - Doi = {10.1007/s00265-007-0528-6}, - Owner = {raab}, - Timestamp = {2020.01.23}, - Url = {https://doi.org/10.1007/s00265-007-0528-6} -} - -@Article{Karri2020, - title={Spinal cord stimulation for chronic pain syndromes: a review of considerations in practice management}, - author={Karri, Jay and Joshi, Mihir and Polson, George and Tang, Tuan and Maxwell, Lee and Orhurhu, Vwaire and Deer, Timothy and Abd-Elsayed, Alaa}, - journal={Pain Physician}, - volume={23}, - number={6}, - pages={599}, - year={2020}, - publisher={American Society of Interventional Pain Physician} -} - -@article{Kashimori1996, - title={Model of P-and {T-electroreceptors} of weakly electric fish}, - author={Kashimori, Yoshiki and Goto, Mituyuki and Kambara, Takeshi}, - journal={Biophysical Journal}, - volume={70}, - number={6}, - pages={2513--2526}, - year={1996}, - publisher={Elsevier} -} - -@ARTICLE{Kelly2008, - AUTHOR = {Marc Kelly and David Babineau and Andr\'e Longtin and John E. Lewis}, - TITLE = {Electric field interactions in pairs of electric fish: modeling and mimicking naturalistic inputs.}, - JOURNAL = BiolCybern, - YEAR = {2008}, - VOLUME = {98}, - PAGES = {479--490} -} - -@Article{Kemp1978, - title={Stimulated acoustic emissions from within the human auditory system}, - author={Kemp, David T}, - journal={The Journal of the Acoustical Society of America}, - volume={64}, - number={5}, - pages={1386--1391}, - year={1978}, - publisher={Acoustical Society of America} -} - -@Article{Kern2005, - Title = {Function of a Fly Motion-Sensitive Neuron Matches Eye Movements during Free Flight.}, - Author = {Roland Kern and J. H. van Hateren and Christian Michaelis and Jens Peter Lindemann and Martin Egelhaaf}, - Journal = PLoSBiol, - Year = {2005}, - Pages = {e171}, - Volume = {3} -} - -@Article{Kerth2003, - Title = {Information Transfer about Roosts in Female Bechstein's Bats: An Experimental Field Study}, - Author = {Gerald Kerth and Karsten Reckardt}, - Journal = {Proceedings: Biological Sciences}, - Year = {2003}, - Number = {1514}, - Pages = {511-515}, - Volume = {270}, - - Doi = {10.2307/3558892}, - Owner = {raab}, - Timestamp = {2020.01.30} -} - -@Article{Khanbabaie2010, - title={Kinetics of fast short-term depression are matched to spike train statistics to reduce noise}, - author={Khanbabaie, Reza and Nesse, William H and Longtin, Andre and Maler, Leonard}, - journal={Journal of Neurophysiology}, - volume={103}, - number={6}, - pages={3337--3348}, - year={2010}, - publisher={American Physiological Society Bethesda, MD} -} - -@article{Khanna1989, - title={Spectral characteristics of the responses of primary auditory-nerve fibers to amplitude-modulated signals}, - author={Khanna, SM and Teich, MC}, - journal={Hearing Research}, - volume={39}, - number={1-2}, - pages={143--157}, - year={1989}, - publisher={Elsevier} -} - -@Article{Khosravi-Hashemi2014, - Title = {Motion processing across multiple topographic maps in the electrosensory system.}, - Author = {Navid Khosravi-Hashemi and Maurice J. Chacron}, - Journal = PhysiolRep, - Year = {2014}, - Number = {3}, - Pages = {e00253}, - Volume = {2} -} - -@article{King2019, - title={Accounting for masking of frequency modulation by amplitude modulation with the modulation filter-bank concept}, - author={King, Andrew and Varnet, L{\'e}o and Lorenzi, Christian}, - journal={The Journal of the Acoustical Society of America}, - volume={145}, - number={4}, - pages={2277--2293}, - year={2019}, - publisher={AIP Publishing} -} - -@ARTICLE{Kirschbaum1983, - AUTHOR = {F. Kirschbaum}, - TITLE = {Myogenic electric organ precedes the neurogenic organ in apteronotid fish.}, - JOURNAL = {Naturwissenschaften}, - YEAR = {1983}, - VOLUME = {70}, - PAGES = {205--207} -} - -@Article{Kirschbaum2002, - Title = {Reproductive strategies and developmental aspects in mormyrid and gymnotiform fishes}, - Author = {Frank Kirschbaum and Christian Schugardt}, - Journal = {Journal of Physiology-Paris}, - Year = {2002}, - Number = {5}, - Pages = {557 - 566}, - Volume = {96}, - Doi = {https://doi.org/10.1016/S0928-4257(03)00011-1}, - Keywords = {Reproductive strategies, Mormyrids, Gymnotiforms, Fecundity, Cyclical reproduction}, - Owner = {raab}, - Timestamp = {2020.02.11}, - Url = {http://www.sciencedirect.com/science/article/pii/S0928425703000111} -} - -@article{Kiskinis2018, - title={{All-optical electrophysiology for high-throughput functional characterization of a human iPSC-derived motor neuron model of ALS}}, - author={Kiskinis, Evangelos and Kralj, Joel M and Zou, Peng and Weinstein, Eli N and Zhang, Hongkang and Tsioras, Konstantinos and Wiskow, Ole and Ortega, J Alberto and Eggan, Kevin and Cohen, Adam E}, - journal={Stem Cell Reports}, - volume={10}, - number={6}, - pages={1991--2004}, - year={2018}, - publisher={Elsevier} -} - -@ARTICLE{Knight1972a, - AUTHOR = {Bruce W. Knight}, - TITLE = {Dynamics of Encoding in a Population of Neurons.}, - YEAR = {1972}, - JOURNAL = {The Journal of General Physiology}, - VOLUME = {59}, - PAGES = {734--766} } - -@article{Knudsen1974, - author = {Knudsen, EI}, - journal = {Journal of Comparative Physiology}, - number = {4}, - pages = {333--353}, - publisher = {Springer}, - title = {Behavioral thresholds to electric signals in high - frequency electric fish}, - volume = {91}, - year = {1974} -} - -@article{Knudsen1975, - author = {Knudsen, EI}, - journal = {Journal of Comparative Physiology}, - number = {2}, - pages = {103--118}, - publisher = {Springer}, - title = {Spatial aspects of the electric fields generated by - weakly electric fish}, - volume = {99}, - year = {1975} -} - -@Article{Knudsen1976a, - Title = {Midbrain Responses to Electroreceptive Input in Catfish - Evidence of Orientation Preferences and Somatotopic Organization.}, - Author = {Eric I. Knudsen}, - Journal = JCompPhysiol, - Year = {1976}, - Pages = {51-67}, - Volume = {106} -} - -@Article{Knudsen1976b, - Title = {Midbrain Units in Catfish: Response Properties to Electroreceptive Input.}, - Author = {Eric I. Knudsen}, - Journal = JCompPhysiol, - Year = {1976}, - Pages = {315-335}, - Volume = {109} -} - -@Article{Knudsen1978, - Title = {Funcitonal Organization in Electroreceptive Midbrain of the Catfish.}, - Author = {Eric I. Knudsen}, - Journal = {Journal of Neurophysiology}, - Year = {1978}, - Number = {2}, - Pages = {350-364}, - Volume = {41} -} - -@article{Knudsen2007, - title={Fundamental components of attention}, - author={Knudsen, Eric I}, - journal={Annual Review of Neuroscience}, - volume={30}, - pages={57--78}, - year={2007}, - publisher={Annual Reviews} -} - -@Article{Koelsch2005, - title={Towards a neural basis of music perception}, - author={Koelsch, Stefan and Siebel, Walter A}, - journal={Trends in Cognitive Sciences}, - volume={9}, - number={12}, - pages={578--584}, - year={2005}, - publisher={Elsevier} -} - - - -@article{Koenig1876, - title={{LI. On the simultaneous sounding of two notes}}, - author={K{\"o}nig, Rudolph}, - journal={The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science}, - volume={1}, - number={6}, - pages={417--446}, - year={1876}, - publisher={Taylor \& Francis} -} - -@article{Koenig1881, - title={Ueber den Ursprung der St{\"o}sse und Stosst{\"o}ne bei harmonischen Intervallen}, - author={Koenig, Rudolph}, - journal={Annalen der Physik}, - volume={248}, - number={3}, - pages={335--349}, - year={1881}, - publisher={Wiley Online Library} -} - -@Article{Koerding2004, - Title = {How Are Complex Cell Properties Adapted to the Statistics of Natural Stimuli?}, - Author = {Konrad P. K\"ording and Christoph Kayser and Wolfgang Einh\"auser and Peter K\"onig}, - Journal = {Journal of Neurophysiology}, - Year = {2004}, - Pages = {206-212}, - Volume = {91} -} - -@article{Koch1995, - title={Do neurons have a voltage or a current threshold for action potential initiation?}, - author={Koch, Christof and Bernander, {\"O}jvind and Douglas, Rodney J}, - journal={Journal of computational neuroscience}, - volume={2}, - pages={63--82}, - year={1995}, - publisher={Springer} -} - -@ARTICLE{Kolodziejski2005, - AUTHOR = {Johanna A. Kolodziejski and Brian S. Nelson and G. Troy Smith}, - TITLE = {Sex and species differences in neuromodulatory input to a premotor nucleus: a comparative study of substance {P} and communication behavior in weakly electric fish.}, - JOURNAL = {J Neuro Biol}, - YEAR = {2005}, - VOLUME = {62}, - PAGES = {299--315} -} - -@article{Koppl1997, - title={Phase locking to high frequencies in the auditory nerve and cochlear nucleus magnocellularis of the barn owl, {Tyto alba}}, - author={K{\"o}ppl, Christine}, - journal={Journal of Neuroscience}, - volume={17}, - number={9}, - pages={3312--3321}, - year={1997} -} - -@Article{Korstjens2006, - Title = {Time as a constraint on group size in spider monkeys}, - Author = {Korstjens, Amanda H. -and Verhoeckx, Ingrid Lugo -and Dunbar, Robin I. M.}, - Journal = BehavEcolSociobiol, - Year = {2006}, - Number = {5}, - Pages = {683}, - Volume = {60}, - - Abstract = {An animal can only survive in a given habitat if it has enough time to find, process and digest food whilst avoiding predation. The time it has for food acquisition is affected by the vegetation and competition with conspecifics, which depends on aggregation tendencies. We used the relationships between time allocations, on the one hand, and climatic variables (as a proxy for habitat quality) and group size, on the other, to develop a model that predicts maximum ecologically tolerable group size at different locations for spider monkeys. Spider monkeys are particularly interesting because the social communities often split up into small units. Temperature variation and rainfall variation were the rescue_local_eod determinants of time budgets. Community size and average annual rainfall determined party size. The model correctly predicted presence or absence of spider monkeys at 78--83{\%} of 217 New World forest sites. Within the geographical range of the species, this time budget model predicted the presence of spider monkeys better than a model based directly on climate variables. Predicted community and party sizes were significantly larger at sites where spider monkeys are present than at sites where they are absent. As required by the model, predicted maximum community sizes were significantly larger than observed community sizes. Moving time showed a U-shaped relationship with party size, which suggests that moving time is the factor that keeps spider monkey communities from travelling together in a tight group.}, - Day = {20}, - Doi = {10.1007/s00265-006-0212-2}, - Owner = {raab}, - Timestamp = {2020.01.21}, - Url = {https://doi.org/10.1007/s00265-006-0212-2} -} - -@article{Kozmik2008, - title={Assembly of the cnidarian camera-type eye from vertebrate-like components}, - author={Kozmik, Zbynek and Ruzickova, Jana and Jonasova, Kristyna and Matsumoto, Yoshifumi and Vopalensky, Pavel and Kozmikova, Iryna and Strnad, Hynek and Kawamura, Shoji and Piatigorsky, Joram and Paces, Vaclav and others}, - journal={Proceedings of the National Academy of Sciences}, - volume={105}, - number={26}, - pages={8989--8993}, - year={2008}, - publisher={National Acad Sciences} -} - - - -@Article{Krahe2004, - Title = {Burst firing in sensory systems.}, - Author = {R\"udiger Krahe and Fabrizio Gabbiani}, - Journal = {Nature Reviews Neuroscience}, - Year = {2004}, - Month = {Jan}, - Number = {1}, - Pages = {13--23}, - Volume = {5}, - DOI = {10.1038/nrn1296}, - File = {:Krahe_Gabbiani_{Nature Neuroscience}Rev_.pdf:PDF}, - Institution = {Beckman Institute for Advanced Science and Technology and Department of Molecular and Integrative Physiology, University of Illinois at Urbana/Champaign, 405 North Mathews Avenue, Urbana, Illinois 61801, USA.}, - Keywords = {Action Potentials; Animals; Brain; Humans; Nerve Net; Neurons; Neurons, Afferent}, - Pii = {nrn1296}, - Pmid = {14661065}, - Refid = {731}, - Timestamp = {2011.06.14}, - URL = {http://dx.doi.org/10.1038/nrn1296} -} - -@Article{Krahe2008, - title={Temporal processing across multiple topographic maps in the electrosensory system}, - author={Krahe, Rudiger and Bastian, Joseph and Chacron, Maurice J}, - journal={Journal of Neurophysiology}, - volume={100}, - number={2}, - pages={852--867}, - year={2008}, - publisher={American Physiological Society} -} - -@Article{Krahe2014, - Title = {Neural maps in the electrosensory system of weakly elcectric fish.}, - Author = {R\"udiger Krahe and Leonard Maler}, - Journal = {Current Opinion in Neurobiology}, - Year = {2014}, - Pages = {13-21}, - Volume = {24} -} - - - -@incollection{Kramer1981, -title = {Species specificity of electric organ discharges in a sympatric group of gymnotoid fish from {Manaus} ({Amazonas}).}, -editor = {T. Szabó and G. Czéh}, -booktitle = {Sensory physiology of aquatic lower vertebrates}, -publisher = {Pergamon}, -pages = {195-219}, -year = {1981}, -isbn = {978-0-08-027352-5}, -doi = {https://doi.org/10.1016/B978-0-08-027352-5.50018-5}, -url = {https://www.sciencedirect.com/science/article/pii/B9780080273525500185}, -author = {Bernd Kramer and Frank Kirschbaum and Hubert Markl}, -abstract = {SUMMARY -We collected weakly electric gymnotoid fish in the vicinity of Manaus, Amazonas, in the Solimoes river (white water). We tried to find out whether Electric Organ Discharges (EODs) are species specific which is essential for their presumed role in recognition of conspecifics and reproductive isolation. We considered at least 43 valid sympatric species, some of them unnamed. All of these displayed stable EOD waveform patterns, most of them clearly distinct from the other species' EODs. Eleven species are of the pulse EOD type, 32 of the wave EOD type (one of the latter is intermediate). The EODs of pulse species were analysed (1) by EOD repetition rate at rest (variation from 1 Hz to 60 Hz), (2) by Fourier amplitude spectrum analysis of single EODs (Fig. 1; in these spectra, frequencies of peak amplitude ranged up to 2300 Hz). There was a significant, positive correlation between both parameters (Fig. 2). Identification of pairs of species with similar EODs by these parameters does not appear to be possible because of inter-individual EOD variations. In wave species there is conclusive evidence that EOD fundamental frequencies (= repetition rate of a complete EOD period) do not allow species identification: twenty-eight wave species displayed EOD fundamental frequencies from 300 to 1800 Hz (Fig. 3). This yields a hypothetical frequency band of 0.09 octave to signal species identity; the actual value of EOD frequency variations in Eigenmannia is much greater (1.2 octaves). Seven species of the family Apteronotidae displayed a new signal type: the main energy of the signal was contained in higher harmonics, and not at the fundamental frequencies (Figs. 6 and 7). For all wave species there was a significant, positive correlation between their dominant frequency (= the strongest signal component) and harmonic content of their EOD although individual species deviated considerably from what was predicted by the regression line (Fig. 8). Thus separation of species was greatly improved compared to the criterion of fundamental frequency (Fig. 3) but still appeared insufficient in a number of cases. Therefore, in both wave and pulse species still other parameters must be involved in recognition of conspecifics.} -} - -@ARTICLE{Kramer1988, - AUTHOR = {Bernd Kramer and B. Otto}, - TITLE = {Female discharges are more electrifying: spontaneous preference in the electric fish, \textit{Eigenmannia} ({Gymnotiformes}, {Teleostei}).}, - JOURNAL = BehavEcolSociobiol, - YEAR = {1988}, - VOLUME = {23}, - PAGES = {55--60} -} - -@ARTICLE{Kramer1999, - AUTHOR = {Bernd Kramer}, - TITLE = {Waveform discrimination, phase sensitivity and jamming avoidance in a wave-type electric fish.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1999}, - VOLUME = {202}, - PAGES = {1387--1398} -} - -@article{Krishna2000, - title={Auditory temporal processing: responses to sinusoidally amplitude-modulated tones in the inferior colliculus}, - author={Krishna, B Suresh and Semple, Malcolm N}, - journal={Journal of Neurophysiology}, - volume={84}, - number={1}, - pages={255--273}, - year={2000} -} - -@article{Kubo1957, - title={Statistical-mechanical theory of irreversible processes. {I}. General theory and simple applications to magnetic and conduction problems}, - author={Kubo, Ryogo}, - journal={Journal of the physical society of Japan}, - volume={12}, - number={6}, - pages={570--586}, - year={1957}, - publisher={The Physical Society of Japan} -} - -@article{Kujawa1995, - title={{Time-varying alterations in the {f2- f1 DPOAE} response to continuous primary stimulation {I}: Response characterization and contribution of the olivocochlear efferents}}, - author={Kujawa, SG and Fallon, M and Bobbin, RP}, - journal={Hearing Research}, - volume={85}, - number={1-2}, - pages={142--154}, - year={1995}, - publisher={Elsevier} -} - -@inproceedings{Kunkel2010, - title={A reassessment of the simultaneous dynamic range of the human visual system}, - author={Kunkel, Timo and Reinhard, Erik}, - booktitle={Proceedings of the 7th symposium on applied perception in graphics and visualization}, - pages={17--24}, - year={2010} -} - -@article{Lamore1986, - title={Envelope detection of amplitude-modulated high-frequency sinusoidal signals by skin mechanoreceptors}, - author={Lamore, PJJ and Muijser, H and Keemink, CJ}, - journal={The Journal of the Acoustical Society of America}, - volume={79}, - number={4}, - pages={1082--1085}, - year={1986}, - publisher={Acoustical Society of America} -} - -@Article{Land1977, - title={The retinex theory of color vision}, - author={Land, Edwin H}, - journal={Scientific american}, - volume={237}, - number={6}, - pages={108--129}, - year={1977}, - publisher={JSTOR} -} - -@article{Langley1996, - title={Linear filtering precedes nonlinear processing in early vision}, - author={Langley, K and Fleet, DJ and Hibbard, PB}, - journal={Current Biology}, - volume={6}, - number={7}, - pages={891--896}, - year={1996}, - publisher={Elsevier} -} - -@Article{Larson2014, - Title = {Serotonin modulates electrosensory processing and behavior via {5-HT2-like} receptors.}, - Author = {E.A. Larson and M.G. Metzen and M.J. Chacron}, - Journal = Neuroscience, - Year = {2014}, - Volume = {in press} -} - -@Article{Laughlin1981, - Title = {A simple coding procedure enhances a neuron's information capacity.}, - Author = {S. B. Laughlin}, - Journal = {Zeitschrift für Naturforschung}, - Year = {1981}, - Pages = {910--912}, - Volume = {36C} -} - -@Article{Lavoue2000, - Title = {Phylogenetic Relationships of Mormyrid Electric Fishes ({Mormyridae; Teleostei}) Inferred from Cytochrome b Sequences}, - Author = {S\'ebastien Lavou\'e and R\'emy Bigorne and Guillaume Lecointre and Jean-Fran{\c c}ois Agn\`ese}, - Journal = {Molecular Phylogenetics and Evolution}, - Year = {2000}, - Number = {1}, - Pages = {1 - 10}, - Volume = {14}, - Doi = {https://doi.org/10.1006/mpev.1999.0687}, - Keywords = {Mormyridae, electric fish, phylogeny, cytochrome , electric organ.}, - Owner = {raab}, - Timestamp = {2020.02.11}, - Url = {http://www.sciencedirect.com/science/article/pii/S1055790399906875} -} - -@article{Lavoue2012, - title={Comparable ages for the independent origins of electrogenesis in {African and South American} weakly electric fishes}, - author={Lavou{\'e}, S{\'e}bastien and Miya, Masaki and Arnegard, Matthew E and Sullivan, John P and Hopkins, Carl D and Nishida, Mutsumi}, - journal={PLoS One}, - volume={7}, - number={5}, - pages={e36287}, - year={2012}, - publisher={Public Library of Science San Francisco, USA} -} - -@Article{Lee2003, - Title = {Hierarchical {Bayesian} inference in the visual cortex.}, - Author = {Tai Sing Lee and David Mumford}, - Journal = JOSA, - Year = {2003}, - Number = {7}, - Pages = {1434-1448}, - Volume = {20} -} - -@article{Leek2001, - title={Adaptive procedures in psychophysical research}, - author={Leek, Marjorie R}, - journal={Perception \rm{\&} \textit{Psychophysics}}, - volume={63}, - number={8}, - pages={1279--1292}, - year={2001}, - publisher={Springer} -} - -@Article{Lewicki2002, - Title = {Efficient coding of natural sounds.}, - Author = {Michael S. Lewicki}, - Journal = {Nature Neuroscience}, - Year = {2002}, - Number = {4}, - Pages = {356-363}, - Volume = {5} -} - -@Article{Lewicki2014, - Title = {Scene analysis in the natural environment.}, - Author = {Michael S. Lewicki and Bruno A. Olshausen and Annemarie Surlykke and Cynthia F. Moss}, - Journal = FrontPsychol, - Year = {2014}, - Pages = {1--21}, - Volume = {5} -} - -@Article{Liberman1982, - title={Single-neuron labeling in the cat auditory nerve}, - author={Liberman, MC}, - journal={Science}, - volume={216}, - number={4551}, - pages={1239--1241}, - year={1982}, - publisher={American Association for the Advancement of Science} -} - - -@Article{Lindner2022, - title={Fluctuation-dissipation relations for spiking neurons}, - author={Lindner, Benjamin}, - journal={Physical Review Letters}, - volume={129}, - number={19}, - pages={198101}, - year={2022}, - publisher={APS} -} - - - - -@article{Lisman1997, - title={Bursts as a unit of neural information: making unreliable synapses reliable}, - author={Lisman, John E}, - journal={Trends in Neurosciences}, - volume={20}, - number={1}, - pages={38--43}, - year={1997}, - publisher={Elsevier} -} - -@ARTICLE{Lissmann1951, - AUTHOR = {H. W. Lissmann}, - TITLE = {Continous electrical signals from the tail of a fish, \textit{Gymnarchus niloticus} Cuv.}, - YEAR = {1951}, - JOURNAL = Nature, - VOLUME = {167}, - PAGES = {201--202} } - -@ARTICLE{Lissmann1958Function, - AUTHOR = {H. W. Lissmann}, - TITLE = {On the function and evolution of electric organs in fish.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1958}, - VOLUME = {35}, - PAGES = {156--191} -} - -@ARTICLE{Lissmann1958Mechanism, - AUTHOR = {H. W. Lissmann and K. E. Machin}, - TITLE = {The mechanism of object location in \textit{Gymnarchus niloticus} and similar fish.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1958}, - VOLUME = {35}, - PAGES = {451--486} -} - -@ARTICLE{Lissmann1965, - AUTHOR = {Hans W. Lissmann and Hosrt O. Schwassmann}, - TITLE = {Activity rhythm of an electric fish, \textit{Gymnorhamphichtys hypostomus}, Ellis.}, - JOURNAL = {Z vergl Physiol}, - YEAR = {1965}, - VOLUME = {51}, - PAGES = {153--171} -} - -@Article{Litwin-Kumar2012, - Title = {The Spatial Structure of Stimuli Shapes the Timescale of Correlations in Population Spiking Activity.}, - Author = {Ashok Litwin-Kumar and Maurice J. Chacron and Brent Doiron}, - Journal = {PLoS Computational Biology}, - Year = {2012}, - Number = {9}, - Pages = {e1002667}, - Volume = {8} -} - -@Article{Lochmann2011, - Title = {Neural processing as causal inference.}, - Author = {Timm Lochmann and Sophie Deneve}, - Journal = CurrOpinNeurobiol, - Year = {2011}, - Pages = {774-781}, - Volume = {21} -} - -@article{Longtin1993, - title={Stochastic resonance in neuron models}, - author={Longtin, Andr{\'e}}, - journal={Journal of statistical physics}, - volume={70}, - pages={309--327}, - year={1993}, - publisher={Springer} -} - -@Article{Longtin1996, - title={Encoding with bursting, subthreshold oscillations, and noise in mammalian cold receptors}, - author={Longtin, Andre and Hinzer, Karin}, - journal={Neural Computation}, - volume={8}, - number={2}, - pages={215--255}, - year={1996}, - publisher={MIT Press} -} - -@article{Longtin2008, - title={Neural dynamics of envelope coding}, - author={Longtin, Andr{\'e} and Middleton, Jason W and Cieniak, Jakub and Maler, Leonard}, - journal={Mathematical Biosciences}, - volume={214}, - number={1-2}, - pages={87--99}, - year={2008}, - publisher={Elsevier} -} - -@article{Lonsbury1990, - title={The clinical utility of distortion-product otoacoustic emissions.}, - author={Lonsbury-Martin, Brenda L and Martin, Glen K}, - journal={Ear Hearing}, - volume={11}, - number={2}, - pages={144--154}, - year={1990} -} - -@ARTICLE{Machnik2008, - AUTHOR = {Peter Machnik and Bernd Kramer}, - TITLE = {Female choice by electric pulse duration: attractiveness of the males' communication signal assessed by female bulldog fish, \textit{Marcusenius pongolensis} {(Mormyridae, Teleostei)}.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2008}, - VOLUME = {211}, - PAGES = {1969--1977} -} - -@ARTICLE{MacIver2010, - AUTHOR = {Malcolm A. MacIver and Neelesh A. Patankar and Anup A. Shirgaonkar}, - TITLE = {Energy-information trade-offs between movement and sensing.}, - JOURNAL = {PLoS Computational Biology}, - YEAR = {2010}, - VOLUME = {6}, - PAGES = {e1000769} -} - -@Article{Madhav2018, - Title = {High-resolution behavioral mapping of electric fishes in Amazonian habitats}, - Author = {Manu S. Madhav and Ravikrishnan P. Jayakumar and Alican Demir and Sarah A. Stamper and Eric S. Fortune and Noah J. Cowan}, - Journal = {Scientific Reports}, - Year = {2018}, - Number = {5830}, - Volume = {8}, - - Doi = {https://doi.org/10.1038/s41598-018-24035-5}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@article{Maier2008, - title={Integration of bimodal looming signals through neuronal coherence in the temporal lobe}, - author={Maier, Joost X and Chandrasekaran, Chandramouli and Ghazanfar, Asif A}, - journal={Current Biology}, - volume={18}, - number={13}, - pages={963--968}, - year={2008}, - publisher={Elsevier} -} - - -@Article{Maler1974, - Title = {Differential projections of Ordinary Lateral Line Receptors and Electroreceptors in the Gymnotic Fish, {\textit{Apteronotus (Sternarchus) albifrons}}.}, - Author = {L. Maler and T. Finger and H.J. Karten}, - Journal = {Journal of Comparative Neurology}, - Year = {1974}, - Pages = {363-382}, - Volume = {158} -} - -@Article{Maler1979, - Title = {The Posterior Lateral Line Lobe of Certain Gymnotoid Fish: Quantitative Light Microscopy.}, - Author = {Leonard Maler}, - Journal = {Journal of Comparative Neurology}, - Year = {1979}, - Pages = {323-364}, - Volume = {183} -} - -@ARTICLE{Maler2009a, - AUTHOR = {Leonard Maler}, - TITLE = {Receptive field organization across multiple electrosensory maps. {I}. Columnar organization and estimation of receptive field size.}, - YEAR = {2009}, - JOURNAL = {Journal of Comparative Neurology}, - VOLUME = {516}, - PAGES = {376--393} } - -@article{Malone2010, - title={Temporal codes for amplitude contrast in auditory cortex}, - author={Malone, Brian J and Scott, Brian H and Semple, Malcolm N}, - journal={Journal of Neuroscience}, - volume={30}, - number={2}, - pages={767--784}, - year={2010}, - publisher={Soc Neuroscience} -} - - -@Article{Manley1990, - title={Peripheral auditory processing in the bobtail lizard {Tiliqua rugosa}: {I}. Frequency tuning of auditory-nerve fibres}, - author={Manley, Geoffrey A and K{\"o}ppl, Christine and Johnstone, Brian M}, - journal={Journal of Comparative Physiology A}, - volume={167}, - pages={89--99}, - year={1990}, - publisher={Springer} -} - -@article{Margolskee2002, - title={Molecular mechanisms of bitter and sweet taste transduction}, - author={Margolskee, Robert F}, - journal={Journal of Biological Chemistry}, - volume={277}, - number={1}, - pages={1--4}, - year={2002}, - publisher={ASBMB} -} - -@Article{Markham2015, - Title = {Optimal group size in a highly social mammal}, - Author = {Markham, A. Catherine and Gesquiere, Laurence R. and Alberts, Susan C. and Altmann, Jeanne}, - Journal = {{Proceedings of the National Academy of Sciences}}, - Year = {2015}, - Number = {48}, - Pages = {14882--14887}, - Volume = {112}, - - Abstract = {What are the costs and benefits for animals living in groups of different sizes? Balancing the trade-offs between within-group competition (which favors smaller groups) and between-group competition (which favors larger groups) suggests that intermediate-sized groups may be best, yet empirical support for this prediction has largely been lacking. Using long-term data on wild baboons, we provide novel evidence that individuals living in intermediate-sized groups have energetically optimal space-use strategies and lower glucocorticoid (stress hormone) concentrations than individuals in either large or small groups. Our results offer new insight into the costs and benefits of group living.Group size is an important trait of social animals, affecting how individuals allocate time and use space, and influencing both an individual{\textquoteright}s fitness and the collective, cooperative behaviors of the group as a whole. Here we tested predictions motivated by the ecological constraints model of group size, examining the effects of group size on ranging patterns and adult female glucocorticoid (stress hormone) concentrations in five social groups of wild baboons (Papio cynocephalus) over an 11-y period. Strikingly, we found evidence that intermediate-sized groups have energetically optimal space-use strategies; both large and small groups experience ranging disadvantages, in contrast to the commonly reported positive linear relationship between group size and home range area and daily travel distance, which depict a disadvantage only in large groups. Specifically, we observed a U-shaped relationship between group size and home range area, average daily distance traveled, evenness of space use within the home range, and glucocorticoid concentrations. We propose that a likely explanation for these U-shaped patterns is that large, socially dominant groups are constrained by within-group competition, whereas small, socially subordinate groups are constrained by between-group competition and predation pressures. Overall, our results provide testable hypotheses for evaluating group-size constraints in other group-living species, in which the costs of intra- and intergroup competition vary as a function of group size.}, - Doi = {10.1073/{Proceedings of the National Academy of Sciences}.1517794112}, - Owner = {raab}, - Publisher = {National Academy of Sciences}, - Timestamp = {2020.01.21}, - Url = {https://www.{Proceedings of the National Academy of Sciences}.org/content/112/48/14882} -} - -@Article{Markham2016, - Title = {Energetics of Sensing and Communication in Electric Fish: A Blessing and a Curse in the {Anthropocene}?}, - Author = {Michael R. Markham and Yue Ban and Austin G. McCauley and Rosalie Maltby}, - Journal = IntegrCompBiol, - Year = {2016}, - Number = {5}, - Pages = {889-900}, - Volume = {56} -} - -@Article{Markham2017, - Title = {Costs and benefits of group living in primates: an energetic perspective}, - Author = {A. Catherine Markham and Laurence R. Gesquiere}, - Journal = PhilTransRSocLondBBiolSci, - Year = {2017}, - Volume = {372}, - - Doi = {http://doi.org/10.1098/rstb.2016.0239}, - Owner = {raab}, - Timestamp = {2020.01.21} -} - -@Article{Marquez2013a, - Title = {Distribution of Muscarinic Acetylcholine Receptor {mRNA} in the Brain of the Weakly Electric Fish \textit{Apteronotus leptorhynchus}.}, - Author = {Brenda Toscano-M\'arquez and Robert J. Dunn and R\"udiger Krahe}, - Journal = {Journal of Comparative Neurology}, - Year = {2013}, - Pages = {1054-1072}, - Volume = {521} -} - -@Article{Marquez2013b, - Title = {Neuromodulation of early electrosensory processing in gymnotiform weakly electric fish.}, - Author = {Brenda Toscano-M\'arquez and R\"udiger Krahe and Maurice J. Chacron}, - Journal = {Journal of Experimental Biology}, - Year = {2013}, - Pages = {2442-2450}, - Volume = {216} -} - -@ARTICLE{Marrero1991, - AUTHOR = {C. Marrero and D. C. Taphorn}, - TITLE = {Notas sobre la historia natural y la distribuicion de los peces {Gymnotiformes} em la cuenca del {Rio Apure} y otros rios de la {Orinoquia}.}, - JOURNAL = {Biollania}, - YEAR = {1991}, - VOLUME = {8}, - PAGES = {123--142} -} - - - -@Article{Marsat2010burst, - title={The structure and size of sensory bursts encode stimulus information but only size affects behavior}, - author={Marsat, Gary and Pollack, Gerald S}, - journal={Journal of Comparative Physiology A}, - volume={196}, - pages={315--320}, - year={2010}, - publisher={Springer} -} - -@Article{Marsat2012a, - Title = {Cellular and circuit properties supporting different sensory coding strategies in electric fish and other systems.}, - Author = {Gary Marsat and Andr\'e Longtin and Leonard Maler}, - Journal = CurrOpinNeurobiol, - Year = {2012}, - Pages = {1-7}, - Volume = {22} -} - -@Article{Marsat2012b, - Title = {Preparing for the unpredictable: adaptive feedback enhances the response to unexpected communication signals.}, - Author = {Gary Marsat and Leonard Maler}, - Journal = {Journal of Neurophysiology}, - Year = {2012}, - Pages = {1241-1246}, - Volume = {107} -} - -@article{Marsat2012bursting, - title={Bursting neurons and ultrasound avoidance in crickets}, - author={Marsat, Gary and Pollack, Gerald S}, - journal={Frontiers in Neuroscience}, - volume={6}, - pages={95}, - year={2012}, - publisher={Frontiers Research Foundation} -} - - -@Article{Mathis2018, - Title = {{DeepLabCut}: markerless pose estimation of user-defined body parts with deep learning}, - Author = {Alexander Mathis and Pranav Mamidanna and Kevin M. Cury and Taiga Abe and Venkatesh N. Murthy and Mackenzie Weygandt Mathis and Matthias Bethge}, - Journal = {Nature Neuroscience}, - Year = {2018}, - Pages = {1281-1289}, - Volume = {21}, - - Doi = {https://doi.org/10.1038/s41593-018-0209-y}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - - -@ARTICLE{Matias2015, - AUTHOR = {Paulo Matias and Jan Frans Willem Slaets and Reynaldo Daniel Pinto}, - TITLE = {Individual discrimination of freely swimming pulse-type electric fish from electrode array recordings.}, - JOURNAL = {Neurocomputing}, - YEAR = {2015}, - VOLUME = {153}, - PAGES = {191--198} -} - -@Article{McAdams1999, - Title = {Effects of attention on orientation-tuning functions of - single neurons in macaque cortical area {V4}.}, - Author = {C. J. McAdams and J. H. Maunsell}, - Journal = JNeurosci, - Year = {1999}, - Pages = {431--441}, - Volume = {19} -} - -@ARTICLE{McAnelly2000, - AUTHOR = {M. Lynne McAnelly and Harold H. Zakon}, - TITLE = {Coregulation of voltage-dependent kinetics of {Na$^+$} and {K$^+$} currents in electric organ.}, - JOURNAL = JNeurosci, - YEAR = {2000}, - VOLUME = {20}, - PAGES = {3408--3414} -} - -@Article{McCreery1977, - Title = {Two Types of Electroreceptive Lateral Lemniscal Neurons of the Lateral Line Lobe of the Catfish {Ictalurus nebulosus}; Connections from the Lateral Line Nerve and Steady-State Frequency Response Characteristics.}, - Author = {Douglas B. McCreery}, - Journal = JCompPhysiol, - Year = {1977}, - Pages = {317-339}, - Volume = {113} -} - -@article{Mcdermott2009, - title={The cocktail party problem}, - author={McDermott, Josh H}, - journal={Current Biology}, - volume={19}, - number={22}, - pages={R1024--R1027}, - year={2009}, - publisher={Elsevier} -} - -@Article{McGillivray2012, - Title = {Parallel Coding of First- and Second-Order Stimulus Attributes by Midbrain Electrosensory Neurons.}, - Author = {Patrick McGillivray and Katrin Vonderschen and Eric S. Fortune and Maurice J. Chacron}, - Journal = JNeurosci, - Year = {2012}, - Number = {16}, - Pages = {5510-5524}, - Volume = {32} -} - -@ARTICLE{McGregor1992, - AUTHOR = {Peter K. McGregor and G. W. Max Westby}, - TITLE = {Discrimination of individually charactersitic electric organ discharges by a weakly electric fish.}, - JOURNAL = AnimBehav, - YEAR = {1992}, - VOLUME = {43}, - PAGES = {977--986} -} - -@ARTICLE{McKibben1993, - AUTHOR = {J. R. McKibben and C. D. Hopkins and D. D. Yager}, - TITLE = {Directional sensitivity of tuberous electroreceptors: polarity preferences and frequency tuning.}, - JOURNAL = JCompPhysiolA, - YEAR = {1993}, - VOLUME = {173}, - PAGES = {415--424} -} - -@inproceedings{Mckinney2010, - title={Data structures for statistical computing in python}, - author={McKinney, Wes and others}, - booktitle={Proceedings of the 9th Python in Science Conference}, - volume={445}, - pages={51--56}, - year={2010}, - organization={Austin, TX} -} - -@Article{Mejias2013, - Title = {Learning Contrast-Invariant Cancellation of Redundant Signals in Neural Systems.}, - Author = {Jorge F. Mejias and Gary Marsat and Kieran Bol and Leonard Maler and Andr\'e Longtin}, - Journal = {PLoS Computational Biology}, - Year = {2013}, - Number = {9}, - Pages = {e1003180}, - Volume = {9} -} - -@Article{Menzel2005, - Title = {Honey bees navigate according to a map-like spatial memory}, - Author = {Menzel, Randolf and Greggers, Uwe and Smith, Alan and Berger, Sandra and Brandt, Robert and Brunke, Sascha and Bundrock, Gesine and H{\"u}lse, Sandra and Pl{\"u}mpe, Tobias and Schaupp, Frank and Sch{\"u}ttler, Elke and Stach, Silke and Stindt, Jan and Stollhoff, Nicola and Watzl, Sebastian}, - Journal = {{Proceedings of the National Academy of Sciences}}, - Year = {2005}, - Number = {8}, - Pages = {3040--3045}, - Volume = {102}, - - Abstract = {By using harmonic radar, we report the complete flight paths of displaced bees. Test bees forage at a feeder or are recruited by a waggle dance indicating the feeder. The flights are recorded after the bees are captured when leaving the hive or the feeder and are released at an unexpected release site. A sequence of behavioral routines become apparent: (i) initial straight flights in which they fly the course that they were on when captured (foraging bees) or that they learned during dance communication (recruited bees); (ii) slow search flights with frequent changes of direction in which they attempt to {\textquotedblleft}get their bearings{\textquotedblright}; and (iii) straight and rapid flights directed either to the hive or first to the feeding station and then to the hive. These straight homing flights start at locations all around the hive and at distances far out of the visual catchment area around the hive or the feeding station. Two essential criteria of a map-like spatial memory are met by these results: bees can set course at any arbitrary location in their familiar area, and they can choose between at least two goals. This finding suggests a rich, map-like organization of spatial memory in navigating honey bees.}, - Doi = {10.1073/{Proceedings of the National Academy of Sciences}.0408550102}, - Owner = {raab}, - Publisher = {National Academy of Sciences}, - Timestamp = {2020.02.11}, - Url = {https://www.{Proceedings of the National Academy of Sciences}.org/content/102/8/3040} -} - -@Article{Meredith2002, - title={On the neuronal basis for multisensory convergence: a brief overview}, - author={Meredith, M Alex}, - journal={Cognitive brain research}, - volume={14}, - number={1}, - pages={31--40}, - year={2002}, - publisher={Elsevier} -} - -@Article{Merkel1965, - title={Magnetismus und {R}ichtungsfinden zugunruhiger {R}otkehlchen ({E}rithacus rubecula)}, - author={Merkel, FW and Wiltschko, W}, - journal={Vogelwarte}, - volume={23}, - number={1}, - pages={71--77}, - year={1965} -} - -@Article{Metcalfe1995, - Title = {Fish recognize and prefer to shoal with poor competitors}, - Author = {Metcalfe, Neil B. and Thomson, Bruce C.}, - Journal = ProcRSocLondBBiolSci, - Year = {1995}, - Number = {1355}, - Pages = {207-210}, - Volume = {259}, - - Doi = {10.1098/rspb.1995.0030}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - -@Article{Metzen2016, - title={Burst firing in the electrosensory system of gymnotiform weakly electric fish: mechanisms and functional roles}, - author={Metzen, Michael G and Krahe, R{\"u}diger and Chacron, Maurice J}, - journal={Frontiers in Computational Neuroscience}, - volume={10}, - pages={81}, - year={2016}, - publisher={Frontiers Media SA} -} - -@ARTICLE{Metzen2017, - AUTHOR = {M. G. Metzen and Maurice J. Chacron}, - TITLE = {Stimulus background influences phase invariant coding by correlated neural activity.}, - YEAR = {2017}, - JOURNAL = {eLife}, - VOLUME = {6}, - PAGES = {e24482} } - -@article{Metzen2018descending, - title={Descending pathways generate perception of and neural responses to weak sensory input}, - author={Metzen, Michael G and Huang, Chengjie G and Chacron, Maurice J}, - journal={PLoS Biology}, - volume={16}, - number={6}, - pages={e2005239}, - year={2018}, - publisher={Public Library of Science San Francisco, CA USA} -} - -@Article{Meyer1982, - Title = {Androgens alter the tuning of electroreceptors.}, - Author = {Meyer, J H and Zakon, H H}, - Journal = {Science}, - Year = {1982}, - Pages = {635--637}, - Volume = {217} -} - -@ARTICLE{Meyer1982Impedances, - AUTHOR = {J. Harlan Meyer}, - TITLE = {Behavioral responses of weakly electric fish to complex impedances.}, - JOURNAL = {JCompPhysiol}, - YEAR = {1982}, - VOLUME = {145}, - PAGES = {459--470} -} - -@Article{Meyer1987, - Title = {Hormone-induced and maturational changes in electric organ discharges and electroreceptor tuning in the weakly electric fishApteronotus}, - Author = {Meyer, J. Harlan -and Leong, Margaret -and Keller, Clifford H.}, - Journal = {JCompPhysiolA}, - Year = {1987}, - Number = {3}, - Pages = {385--394}, - Volume = {160}, - - Abstract = {Plasticity in the frequency of the electric organ discharge (EOD) and electroreceptor tuning of weakly electric fish was studied in the genusApteronotus. Both hormone-induced and maturational changes in EOD frequency and electroreceptor tuning were examined.Apteronotus is different from all other steroid-responsive weakly electric fish in that estradiol-17$\beta$, rather than androgens, induces discharge frequency decreases. This result can account for the `reversed' discharge frequency dimorphism found inApteronotus in which, counter to all other known sexually dimorphic electric fish, females have lower discharge frequencies than males. Studies of electroreceptor tuning inApteronotus indicate that electroreceptors are closely tuned to the frequency of the EOD. This finding was noted not only in adult animals, but also in juvenile animals shortly after the onset of their EODs. Tuning plasticity inApteronotus, as in other species studied, is associated with altered EOD frequencies and was noted in both maturational EOD changes and in estrogen-induced changes. Thus, tuning plasticity appears to be a general phenomenon which occurs concurrent with a variety of EOD changes.}, - Day = {01}, - Doi = {10.1007/BF00613028}, - Owner = {raab}, - Timestamp = {2020.02.11}, - Url = {https://doi.org/10.1007/BF00613028} -} - -@article{Michalski2017, - title={Otoferlin acts as a {Ca$^{2+}$} sensor for vesicle fusion and vesicle pool replenishment at auditory hair cell ribbon synapses}, - author={Michalski, Nicolas and Goutman, Juan D and Auclair, Sarah Marie and de Monvel, Jacques Boutet and Tertrais, Margot and Emptoz, Alice and Parrin, Alexandre and Nouaille, Sylvie and Guillon, Marc and Sachse, Martin and Ciric, Danica and Bahloul, Amel and Hardelin, Jean-Pierre and Sutton, Rodger Bryan and Avan, Paul and Krishnakumar, Shyam S. and Rothman, James E. and Dulon, Didier andSafieddine, Saaid and Petit, Christine}, - journal={Elife}, - volume={6}, - pages={e31013}, - year={2017}, -} - -@ARTICLE{Middleton2006, - AUTHOR = {Jason W. Middleton and Andr\'e Longtin and Jan Benda and Leonard Maler}, - TITLE = {The cellular basis for parallel neural transmission of a high-frequency stimulus and its low-frequency envelope.}, - JOURNAL = {Proceedings of the National Academy of Sciences}, - YEAR = {2006}, - VOLUME = {103}, - PAGES = {14596--14601} -} - -@ARTICLE{Middleton2007, - AUTHOR = {Jason W. Middleton and E. Harvey-Girard and Leonard Maler and Andr\'e Longtin}, - TITLE = {Envelope gating and noise shaping in populations of noisy neurons.}, - JOURNAL = {Physical Review E}, - YEAR = {2007}, - VOLUME = {75}, - PAGES = {021918} -} - -@ARTICLE{Migliaro2005, - AUTHOR = {Adriana Migliaro and Angel A. Caputi and Ruben Budelli}, - TITLE = {Theoretical analysis of pre-receptor image conditioning in weakly electric fish.}, - JOURNAL = {PLoS Computational Biology}, - YEAR = {2005}, - VOLUME = {1}, - PAGES = {e16} -} - -@article{Millman2002, - title={Effect of duration on amplitude-modulation masking}, - author={Millman, Rebecca E and Lorenzi, Christian and Apoux, Fr{\'e}d{\'e}ric and F{\"u}llgrabe, Christian and Green, Gary GR and Bacon, Sid P}, - journal={The Journal of the Acoustical Society of America}, - volume={111}, - number={6}, - pages={2551--2554}, - year={2002}, - publisher={Acoustical Society of America} -} - -@Article{Miramontes1996, - Title = {The Nonlinear Dynamics of Survival and Social Facilitation in Termites}, - Author = {Octavio Miramontes and Og DeSouza}, - Journal = {J Theoret Biol}, - Year = {1996}, - Number = {4}, - Pages = {373 - 380}, - Volume = {181}, - - Abstract = {This paper describes a study on termites, investigating the relationship between increasing group size and individual worker longevity under resource-deprived conditions. It was found that survival was significantly lower for isolated individuals and higher for individuals in bigger group sizes, suggesting that social interactions play an important role in the mechanisms leading to longer survival. A computer model, incorporating individual interactions among mobile cellular automata is presented along with experiments.}, - Doi = {https://doi.org/10.1006/jtbi.1996.0138}, - Owner = {raab}, - Timestamp = {2020.01.21}, - Url = {http://www.sciencedirect.com/science/article/pii/S0022519396901381} -} - -@article{Moller1972, - title={Coding of amplitude and frequency modulated sounds in the cochlear nucleus of the rat}, - author={M{\o}ller, Aage R}, - journal={Acta Physiologica Scandinavica}, - volume={86}, - number={2}, - pages={223--238}, - year={1972}, - publisher={Wiley Online Library} -} - -@article{Moller1976, - title={Dynamic properties of primary auditory fibers compared with cells in the cochlear nucleus}, - author={M{\o}ller, Aage R}, - journal={Acta Physiologica Scandinavica}, - volume={98}, - number={2}, - pages={157--167}, - year={1976}, - publisher={Wiley Online Library} -} - -@Article{Montgomery1984, - Title = {Frequency Response Characteristics of primary and secondary Neurons in the electrosensory System of the Thornback Ray.}, - Author = {J.C. Montgomery}, - Journal = CompBiochemPhysiol, - Year = {1984}, - Number = {1}, - Pages = {189-195}, - Volume = {79A} -} - -@Article{Moore1999, - title={Modulation masking produced by beating modulators}, - author={Moore, Brian CJ and Sek, Aleksander and Glasberg, Brian R}, - journal={The Journal of the Acoustical Society of America}, - volume={106}, - number={2}, - pages={908--918}, - year={1999}, - publisher={Acoustical Society of America} -} - -@article{Moortgat1998, - author = {Moortgat, KT and Keller, CH and Bullock, TH and Sejnowski, TJ}, - journal = {Proceedings of the National Academy of Sciences}, - number = {8}, - pages = {4684--4689}, - title = {Submicrosecond pacemaker precision is behaviorally modulated: the gymnotiform electromotor pathway.}, - volume = {95}, - year = {1998} -} - -@Article{Moreno2014, - title={Information-limiting correlations}, - author={Moreno-Bote, Rub{\'e}n and Beck, Jeffrey and Kanitscheider, Ingmar and Pitkow, Xaq and Latham, Peter and Pouget, Alexandre}, - journal={Nature Neuroscience}, - volume={17}, - number={10}, - pages={1410--1417}, - year={2014}, - publisher={Nature Publishing Group US New York} -} - -@ARTICLE{Moser2016, - AUTHOR = {Tobias Moser and Arnold Starr}, - TITLE = {Auditory neuropathy --- neural and synaptic mechanisms.}, - YEAR = {2016}, - JOURNAL = {Nature Reviews Neurology}, - VOLUME = {12}, - PAGES = {189--149} } - -@article{Myers2003, - title={Rectification and non-linear pre-processing of {EMG} signals for cortico-muscular analysis}, - author={Myers, LJ and Lowery, M and O'malley, M and Vaughan, CL and Heneghan, C and Gibson, A St Clair and Harley, YXR and Sreenivasan, R}, - journal={Journal of Neuroscience Methods}, - volume={124}, - number={2}, - pages={157--165}, - year={2003}, - publisher={Elsevier} -} - -@article{Nauhaus2012, - title={Orthogonal micro-organization of orientation and spatial frequency in primate primary visual cortex}, - author={Nauhaus, Ian and Nielsen, Kristina J and Disney, Anita A and Callaway, Edward M}, - journal={Nature Neuroscience}, - volume={15}, - number={12}, - pages={1683}, - year={2012}, - publisher={Nature Publishing Group} -} - -@article{Neiman2011fish, - title={Sensory coding in oscillatory electroreceptors of paddlefish}, - author={Neiman, Alexander B and Russell, David F}, - journal={Chaos: An Interdisciplinary Journal of Nonlinear Science}, - volume={21}, - number={4}, - year={2011}, - publisher={AIP Publishing} -} - -@Article{Nelson1997, - Title = {Characterization and modeling of {P-type} electrosensory afferent responses to amplitude modulations in a wave-type electric fish}, - Author = {Nelson, M. E. and Xu, Z. and Payne, J. R.}, - Journal = {Journal of Comparative Physiology A}, - Year = {1997}, - Number = {5}, - Pages = {532-544}, - Volume = {181}, - ISSN = {0340-7594}, - Keywords = {Key words Computer simulation; Electrolocation Electroreception; Neural model; Sensory coding}, - Language = {English}, - Owner = {jan}, - Publisher = {Springer-Verlag}, - Timestamp = {2015.02.02} -} - -@Article{Nelson1999, - AUTHOR = {M. E. Nelson and M. A. MacIver}, - TITLE = {Prey capture in the weakly electric fish \textit{Apteronotus albifrons}: sensory acquisition strategies and electrosensory consequences}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1999}, - NUMBER = {10}, - PAGES = {1195--1203}, - VOLUME = {202} -} - -@ARTICLE{Nelson2006, - AUTHOR = {M. E. Nelson and M. A. MacIver}, - TITLE = {Sensory acquisition in active sensing systems.}, - JOURNAL = JCompPhysiolA, - YEAR = {2006}, - VOLUME = {192}, - PAGES = {573--586} -} - -@Article{Neuhofer2011, - Title = {Neuronal precision and the limits for acoustic signal - recognition in a small neuronal network.}, - Author = {D. Neuhofer and M. Stemmler and B. Ronacher}, - Journal = JCompPhysiol, - Year = {2011}, - Pages = {251--265}, - Volume = {197} -} - -@article{Neuweiler1970, - title={{Neurophysiologische Untersuchungen zum Echoortungssystem der Gro{\ss}en Hufeisennase Rhinolophus ferrum equinum Schreber}, 1774}, - author={Neuweiler, Gerhard}, - journal={Zeitschrift f{\"u}r vergleichende Physiologie}, - volume={67}, - number={3}, - pages={273--306}, - year={1970}, - publisher={Springer} -} - -@article{Nikias1993, - title={Higher-order spectra analysis: a nonlinear signal processing framework}, - author={NChrysostomos L. Nikias and Athina P. Petropulu}, - journal={IEEE Signal Processing Magazine}, - volume={10}, - number={3}, - pages={10--37}, - year={1993}, - publisher={IEEE} -} - -@Incollection{Northcutt1986, - author = {Northcutt, R. G.}, - title = {Electroreception in non-teleost bony fishes}, - Booktitle = {Electroreception}, - Editor = {Bullock T.H., Heiligenberg W.}, - Publisher = {Wiley}, - year = {1986}, - pages = {247 - 285} -} - -@Article{Northcutt2000, - Title = {Distribution and Innervation of Lateral Line Organs in the Channel Catfish.}, - Author = {R. Glenn Northcutt and Preston H. Holmes and James S. Albert}, - Journal = {Journal of Comparative Neurology}, - Year = {2000}, - Pages = {570-592}, - Volume = {421} -} - -@Article{Nortmann2013, - Title = {Primary Visual Cortex Represents the Difference Between Past and Present.}, - Author = {Nora Nortmann and Sascha Rekauzke and Selim Onat and Peter K\"onig and Dirk Jancke}, - Journal = CerebCortex, - Year = {2015}, - Number = {6}, - Pages = {1427--1440}, - Volume = {25} -} - -@Article{Novikov1965, - title={Functionals and the random-force method in turbulence theory}, - author={Novikov, Evgenii A}, - journal={Journal of Experimental Theoretical Physics}, - volume={20}, - number={5}, - pages={1290--1294}, - year={1965} -} - -@Article{Nowak2003, - title={Electrophysiological classes of cat primary visual cortical neurons in vivo as revealed by quantitative analyses}, - author={Nowak, Lionel G and Azouz, Rony and Sanchez-Vives, Maria V and Gray, Charles M and McCormick, David A}, - journal={Journal of Neurophysiology}, - volume={89}, - number={3}, - pages={1541--1566}, - year={2003}, - publisher={American Physiological Society Bethesda, MD} -} - -@article{Ohm1839, - title={Bemerkungen {\"u}ber {C}ombinationst{\"o}ne und {S}t{\"o}sse}, - author={Ohm, Georg Simon}, - journal={Annalen der Physik}, - volume={123}, - number={7}, - pages={463--466}, - year={1839}, - publisher={Wiley Online Library} -} - -@Article{Olshausen1996, - Title = {Emergence of simple-cell - receptive-field properties by learning a sparse code for natural - images.}, - Author = {B. A. Olshausen and D. J. Field}, - Journal = Nature, - Year = {1996}, - Pages = {607--609}, - Volume = {381} -} - -@InCollection{Olshausen2013, - Title = {Perception as an Inference Problem.}, - Author = {Bruno A. Olshausen}, - Booktitle = {The Cognitive Neurosciences}, - Publisher = {MIT Press}, - Year = {2013}, - Editor = {V.M. Gazzaniga and R. Mangun} -} - -@Article{Oswald2004, - title={Parallel processing of sensory input by bursts and isolated spikes}, - author={Oswald, AnneMarie M and Chacron, Maurice J and Doiron, Brent and Bastian, Joseph and Maler, Leonard}, - journal={Journal of Neuroscience}, - volume={24}, - number={18}, - pages={4351--4362}, - year={2004}, - publisher={Soc Neuroscience} -} - - -@ARTICLE{Ozcete2020, - AUTHOR = {\"Ozge D. \"Oz\c{c}ete and Tobias Moser}, - TITLE = {A sensory cell diversifies its output by varying {Ca$^{2+}$} influx-release coupling among active zones.}, - YEAR = {2020}, - JOURNAL = {The EMBO Journal}, - VOLUME = {40}, - PAGES = {e106010} } - -@Article{Padmanabhan2010, - Title = {Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content.}, - Author = {Krishnan Padmanabhan and Nathaniel N Urban}, - Journal = {Nat Neurosci}, - Year = {2010}, - Month = {Oct}, - Number = {10}, - Pages = {1276--1282}, - Volume = {13}, - Abstract = {Although examples of variation and diversity exist throughout the nervous system, their importance remains a source of debate. Even neurons of the same molecular type have notable intrinsic differences. Largely unknown, however, is the degree to which these differences impair or assist neural coding. We examined the outputs from a single type of neuron, the mitral cells of the mouse olfactory bulb, to identical stimuli and found that each cell's spiking response was dictated by its unique biophysical fingerprint. Using this intrinsic heterogeneity, diverse populations were able to code for twofold more information than their homogeneous counterparts. In addition, biophysical variability alone reduced pair-wise output spike correlations to low levels. Our results indicate that intrinsic neuronal diversity is important for neural coding and is not simply the result of biological imprecision.}, - Institution = {Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA.}, - Keywords = {Action Potentials; Animals; Animals, Newborn; Biophysical Phenomena; Biophysics; Electric Stimulation; Entropy; Kv1.2 Potassium Channel; Mice; Mice, Inbred C57BL; Models, Neurological; Nerve Net; Neurons; Olfactory Bulb; Patch-Clamp Techniques; Statistics as Topic}, - Pii = {nn.2630}, - Pmid = {20802489}, - Refid = {792}, - Timestamp = {2011.10.20}, -} - -@article{Palmer1982, - title={Encoding of rapid amplitude fluctuations by cochlear-nerve fibres in the guinea-pig}, - author={Palmer, Alan Richard}, - journal={Archives of oto-rhino-laryngology}, - volume={236}, - number={2}, - pages={197--202}, - year={1982}, - publisher={Springer} -} - -@article{Palmer1986, - title={Phase-locking in the cochlear nerve of the guinea-pig and its relation to the receptor potential of inner hair-cells}, - author={Palmer, AR and Russell, IJ}, - journal={Hearing Research}, - volume={24}, - number={1}, - pages={1--15}, - year={1986}, - publisher={Elsevier} -} - -@Article{Parrish1999, - Title = {Complexity, Pattern, and Evolutionary Trade-Offs in Animal Aggregation}, - Author = {Parrish, Julia K. and Edelstein-Keshet, Leah}, - Journal = {Science}, - Year = {1999}, - Number = {5411}, - Pages = {99--101}, - Volume = {284}, - - Abstract = {One of the most striking patterns in biology is the formation of animal aggregations. Classically, aggregation has been viewed as an evolutionarily advantageous state, in which members derive the benefits of protection, mate choice, and centralized information, balanced by the costs of limiting resources. Consisting of individual members, aggregations nevertheless function as an integrated whole, displaying a complex set of behaviors not possible at the level of the individual organism. Complexity theory indicates that large populations of units can self-organize into aggregations that generate pattern, store information, and engage in collective decision-making. This begs the question, are all emergent properties of animal aggregations functional or are some simply pattern? Solutions to this dilemma will necessitate a closer marriage of theoretical and modeling studies linked to empirical work addressing the choices, and trajectories, of individuals constrained by membership in the group.}, - Doi = {10.1126/science.284.5411.99}, - Owner = {raab}, - Publisher = {American Association for the Advancement of Science}, - Timestamp = {2020.01.30}, - Url = {https://science.sciencemag.org/content/284/5411/99} -} - -@ARTICLE{Pedraja2014, - AUTHOR = {Federico Pedraja and Pedro Aguilera and Angel A. Caputi and Ruben Budelli}, - TITLE = {Electric imaging through evolution, a modeling study of commonalities and differences.}, - JOURNAL = {PLoS Computational Biology}, - YEAR = {2014}, - VOLUME = {10}, - PAGES = {e1003722} -} - -@ARTICLE{Pedraja2018, - AUTHOR = {Federico Pedraja and Volker Hofmann and Kathleen M. Lucas and Colleen Young and Jacob Engelmann and John E. Lewis}, - TITLE = {Motion parallax in electric sensing.}, - JOURNAL = {Proceedings of the National Academy of Sciences}, - YEAR = {2018}, - VOLUME = {115}, - PAGES = {573--577} -} - -@article{Pedregosa2011, - title={Scikit-learn: Machine learning in Python}, - author={Pedregosa, Fabian and Varoquaux, Ga{\"e}l and Gramfort, Alexandre and Michel, Vincent and Thirion, Bertrand and Grisel, Olivier and Blondel, Mathieu and Prettenhofer, Peter and Weiss, Ron and Dubourg, Vincent and others}, - journal={the Journal of machine Learning research}, - volume={12}, - pages={2825--2830}, - year={2011}, - publisher={JMLR. org} -} - -@ARTICLE{Pereira2012, - AUTHOR = {Ana Carolina Pereira and Pedro Aguilera and Angel A. Caputi}, - TITLE = {The active electrosensory range of \textit{Gymnotus omarorum}.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2012}, - VOLUME = {215}, - PAGES = {3266--3280} -} - -@ARTICLE{Perrone2009, - AUTHOR = {Rossana Perrone and Omar Macadar and Ana Silva}, - TITLE = {Social electric signals in freely moving dyads of \textit{Brachyhypopomus pinnicaudatus}.}, - JOURNAL = JCompPhysiolA, - YEAR = {2009}, - VOLUME = {195}, - PAGES = {501--514} -} - -@ARTICLE{Peters1972, - AUTHOR = {R. C. Peters and F. Bretschneider}, - TITLE = {Electric phenomena in the habitat of the catfish \textit{Ictalurus nebulosus} {LeS}.}, - YEAR = {1972}, - JOURNAL = JCompPhysiol, - VOLUME = {81}, - PAGES = {345--362} } - -@Article{Peters2007, - Title = {On the electrodetection threshold of aquatic vertrebrates with ampullary or mucous gland electroreceptor organs.}, - Author = {Rob C. Peters and Lonneke B.M. Eeuwes and Franklin Bretschneider}, - Journal = BiolRev, - Year = {2007}, - Pages = {361-373}, - Volume = {82} -} - -@article{Peterson2019, - title={Phase locking of auditory-nerve fibers reveals stereotyped distortions and an exponential transfer function with a level-dependent slope}, - author={Peterson, Adam J and Heil, Peter}, - journal={Journal of Neuroscience}, - volume={39}, - number={21}, - pages={4077--4099}, - year={2019}, - publisher={Soc Neuroscience} -} - -@ARTICLE{Petzold2016, - AUTHOR = {Jacquelyn M. Petzold and Gary Marsat and G. Troy Smith}, - TITLE = {Co-adaptation of electric organ discharges and chirps in {South} {American} ghost knifefishes ({Apteronotidae}).}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2016}, - VOLUME = {110}, - PAGES = {200--215} -} - -@article{Phillips1990, - title={Neural representation of sound amplitude in the auditory cortex: effects of noise masking}, - author={Phillips, Dennis P}, - journal={Behavioural Brain Research}, - volume={37}, - number={3}, - pages={197--214}, - year={1990}, - publisher={Elsevier} -} - -@article{Plomp1967, - title={Beats of mistuned consonances}, - author={Plomp, Reinier}, - journal={The Journal of the Acoustical Society of America}, - volume={42}, - number={2}, - pages={462--474}, - year={1967} -} - -@Article{Poggio1985, - Title = {Ill-posed problems in early vision: from computational - theory to analogue networks.}, - Author = {T. Poggio and C. Koch}, - Journal = ProcRSocLondBBiolSci, - Year = {1985}, - Pages = {303--323}, - Volume = {226} -} - -@ARTICLE{Post1999, - AUTHOR = {Nils Post and Gerhard von der Emde}, - TITLE = {The "novelty response" in an electric fish: response properties and habituation.}, - JOURNAL = {Physiol Behav}, - YEAR = {1999}, - VOLUME = {68}, - PAGES = {115--128} -} - -@Article{Pouget2013, - Title = {Probabilistic brains: knowns and unknowns.}, - Author = {Alexandre Pouget and Jeffrey M. Beck and Wei Ji Ma and Peter E. Latham}, - Journal = {Nature Neuroscience}, - Year = {2013}, - Pages = {1170--1178}, - Volume = {16} -} - -@article{Preyer1996, - title={Nonlinearity of mechanoelectrical transduction of outer hair cells as the source of nonlinear basilar-membrane motion and loudness recruitment}, - author={Preyer, Serena and Gummer, Anthony W}, - journal={Audiology and Neurotology}, - volume={1}, - number={1}, - pages={3--11}, - year={1996}, - publisher={S. Karger AG Basel, Switzerland} -} - -@Article{Pugh1999, - title={Molecular mechanisms of vertebrate photoreceptor light adaptation}, - author={Pugh Jr, EN and Nikonov, S and Lamb, TD}, - journal={Current Opinion in Neurobiology}, - volume={9}, - number={4}, - pages={410--418}, - year={1999}, - publisher={Elsevier} -} - -@ARTICLE{Pusch2008, - AUTHOR = {Roland Pusch and Gerhard von der Emde and Michael Hollmann and Joao Bacelo and Sabine N\"obel and Kirsty Grant and Jacob Engelmann}, - TITLE = {Active sensing in a mormyrid fish: electric images and peripheral modifications of the signal carrier give evidence of dual foveation.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2008}, - VOLUME = {211}, - PAGES = {921--9334} -} - - -@article{Quiroga2005, - title={Invariant visual representation by single neurons in the human brain}, - author={Quiroga, R Quian and Reddy, Leila and Kreiman, Gabriel and Koch, Christof and Fried, Itzhak}, - journal={Nature}, - volume={435}, - number={7045}, - pages={1102--1107}, - year={2005}, - publisher={Nature Publishing Group UK London} -} - -@article{Quiroga2010, - title={Postscript: About grandmother cells and Jennifer Aniston neurons.}, - author={Quian Quiroga, Rodrigo and Kreiman, Gabriel}, - year={2010}, - publisher={American Psychological Association} -} - -@Article{Raab2019, - Title = {Dominance in Habitat Preference and Diurnal Explorative Behavior of the Weakly Electric Fish \textit{Apteronotus leptorhynchus}}, - Author = {Raab, Till and Linhart, Laura and Wurm, Anna and Benda, Jan}, - Journal = {Frontiers in Integrative Neuroscience}, - Year = {2019}, - Pages = {21}, - Volume = {13}, - - Abstract = {Electrocommunication and -localization behaviors of weakly electric fish have been studied extensively in the lab, mostly by means of short-term observations on constrained fish. Far less is known about their behaviors in more natural-like settings, where fish are less constrained in space and time. We tracked individual fish in a population of fourteen brown ghost knifefish (Apteronotus leptorhynchus) housed in a large 2 m3 indoor tank based on their electric organ discharges (EOD). The tank contained four different natural-like microhabitats (gravel, plants, isolated stones, stacked stones). In particular during the day individual fish showed preferences for specific habitats which provided appropriate shelter. Male fish with higher EOD frequencies spent more time in their preferred habitat during the day, moved more often between habitats during the night, and less often during the day in comparison to low-frequency males. Our data thus revealed a link between dominance indicated by higher EOD frequency, territoriality, and a more explorative personality in male A. leptorhynchus. In females, movement activity during both day and night correlated positively with EOD frequency. In the night, fish of either sex moved to another habitat after about 6 s on average. During the day, the average transition time was also very short at about 20 s. However, these activity phases were interrupted by phases of inactivity that lasted on average about 20 min during the day, but only 3 min in the night. The individual preference for daytime retreat sites did not reflect the frequent explorative movements at night.}, - Doi = {10.3389/fnint.2019.00021}, - Owner = {raab}, - Timestamp = {2020.01.10}, - Url = {https://www.frontiersin.org/article/10.3389/fnint.2019.00021} -} - -@Article{Rao1999, - Title = {Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.}, - Author = {Rajesh P.N. Rao and Dana H. Ballard}, - Journal = {Nature Neuroscience}, - Year = {1999}, - Number = {1}, - Pages = {79-87}, - Volume = {2} -} - -@Article{Rao2005, - Title = {Bayesian inference and attentional modulation in the visual cortex.}, - Author = {Rajesh P.N. Rao}, - Journal = Neuroreport, - Year = {2005}, - Number = {16}, - Pages = {1843-1848}, - Volume = {16} -} - -@article{Rasch1984, - title={Theory of Helmholtz-beat frequencies}, - author={Rasch, Rudolf A}, - journal={Music Perception}, - volume={1}, - number={3}, - pages={308--322}, - year={1984}, - publisher={University of California Press} -} - -@ARTICLE{Rasnow1996, - AUTHOR = {B. Rasnow and J. M. Bower}, - TITLE = {The electric organ discharges of the gymnotiform fishes: {I.} \textit{Apteronotus leptorhynchus}.}, - JOURNAL = JCompPhysiolA, - YEAR = {1996}, - VOLUME = {178}, - PAGES = {383--396} -} - -@article{Ratnam2000, - title={Nonrenewal statistics of electrosensory afferent spike trains: implications for the detection of weak sensory signals}, - author={Ratnam, Rama and Nelson, Mark E}, - journal={Journal of Neuroscience}, - volume={20}, - number={17}, - pages={6672--6683}, - year={2000}, - publisher={Soc Neuroscience} -} - -@Article{Reardon2011, - Title = {Energetic constraints on electric signaling in wave-type weakly electric fishes.}, - Author = {Erin E. Reardon and Alana Parisi and R\"udiger Krahe and Lauren J. Chapman}, - Journal = {Journal of Experimental Biology}, - Year = {2011}, - Pages = {4141-4150}, - Volume = {214} -} - -@article{Rhode1977, - title={Some observations on two-tone interaction measured with the Mossbauer effect}, - author={Rhode, WS t}, - journal={Psychophysics and physiology of hearing}, - pages={27--41}, - year={1977}, - publisher={Academic Press London} -} - -@article{Rhode1994, - title={Encoding of amplitude modulation in the cochlear nucleus of the cat}, - author={Rhode, William S and Greenberg, Steven}, - journal={Journal of Neurophysiology}, - volume={71}, - number={5}, - pages={1797--1825}, - year={1994} -} - -@Article{Ridder2010Auditory, - title={Burst stimulation of the auditory cortex: a new form of neurostimulation for noise-like tinnitus suppression}, - author={De Ridder, Dirk and Vanneste, Sven and van der Loo, Elsa and Plazier, Mark and Menovsky, Tomas and Van de Heyning, Paul}, - journal={Journal of Neurosurgery}, - volume={112}, - number={6}, - pages={1289--1294}, - year={2010}, - publisher={American Association of Neurological Surgeons} -} - -@Article{Ridder2010Cord, - title={Burst spinal cord stimulation: toward paresthesia-free pain suppression}, - author={De Ridder, Dirk and Vanneste, Sven and Plazier, Mark and van der Loo, Elsa and Menovsky, Tomas}, - journal={Neurosurgery}, - volume={66}, - number={5}, - pages={986--990}, - year={2010}, - publisher={Oxford University Press} -} - -@book{Rieke1999, - title={Spikes: exploring the neural code}, - author={Rieke, Fred and Warland, David and Van Steveninck, Rob de Ruyter and Bialek, William}, - year={1999}, - publisher={MIT press} -} - -@Article{Rizzo2009, - Title = {A review of humpback whales' migration patterns worldwide and their consequences to gene flow}, - Author = {L.Y. Rizzo and D. Schulte}, - Journal = {Journal of the Marine Biological Association of the United Kingdom}, - Year = {2009}, - Pages = {995-1002}, - Volume = {89}, - - Doi = {https://doi.org/10.1017/S0025315409000332}, - Owner = {raab}, - Timestamp = {2020.02.10} -} - -@Article{Roddey2000, - title={Assessing the performance of neural encoding models in the presence of noise}, - author={Roddey, J Cooper and Girish, B and Miller, John P}, - journal={Journal of Computational Neuroscience}, - volume={8}, - pages={95--112}, - year={2000}, - publisher={Springer} -} - -@Article{Rodriguez2010, - Title = {Natural and Sexual Selection in a Wild Insect Population}, - Author = {Rodr\'irguez-Mu{\~n}oz and A. Bretman, J. Slate and C. A. Walling and T. Tregenza}, - Journal = {Science}, - Year = {2010}, - Pages = {1269-1272}, - Volume = {328}, - - Doi = {10.1126/science.1188102}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@ARTICLE{Rodriguez2013, - AUTHOR = {A. Rodr\'iguez-Catt\'aneo1 and P. Aguilera and E. Cilleruelo and W. G. R. Crampton and A. A. Caputi1}, - TITLE = {Electric organ discharge diversity in the genus \textit{Gymnotus}: anatomo-functional -groups and electrogenic mechanisms.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2013}, - VOLUME = {216}, - PAGES = {1501--1515} -} - -@article{Roeber1834, - title={{Untersuchungen des {H}rn. Scheibler in Crefeld {\"u}ber die sogenannten Schl{\"a}ge, Schwebungen oder St{\"o}sse}}, - author={Roeber, August}, - journal={Annalen der Physik}, - volume={108}, - number={31-33}, - pages={492--520}, - year={1834}, - publisher={WILEY-VCH Verlag Leipzig} -} - -@article{Romani1982, - title={Tonotopic organization of the human auditory cortex}, - author={Romani, Gian Luca and Williamson, Samuel J and Kaufman, Lloyd}, - journal={Science}, - volume={216}, - number={4552}, - pages={1339--1340}, - year={1982}, - publisher={American Association for the Advancement of Science} -} - -@article{Romei2009, - title={Preperceptual and stimulus-selective enhancement of low-level human visual cortex excitability by sounds}, - author={Romei, Vincenzo and Murray, Micah M and Cappe, C{\'e}line and Thut, Gregor}, - journal={Current Biology}, - volume={19}, - number={21}, - pages={1799--1805}, - year={2009}, - publisher={Elsevier} -} - -@article{Rose1971, - title={Plasma testosterone, dominance rank and aggressive behaviour in male rhesus monkeys.}, - author={Rose, Robert M and Holaday, John W and Bernstein, Irwin S}, - journal={Nature}, - year={1971}, - publisher={Nature Publishing Group} -} - -@ARTICLE{Roth1972, - AUTHOR = {Anton Roth}, - TITLE = {{Wozu dienen die Elektrorezeptoren der Welse?}}, - JOURNAL = JCompPhysiol, - YEAR = {1972}, - VOLUME = {79}, - PAGES = {113--135} -} - -@ARTICLE{Rother2003, - AUTHOR = {Diego Rother and Adriana Migliaro and Rafael Canetti and Leonel G\'omez and Angel Caputi and Ruben Budelli}, - TITLE = {Electric images of two low resistance objects in weakly electric fish.}, - JOURNAL = BioSystems, - YEAR = {2003}, - VOLUME = {71}, - PAGES = {169--177} -} - -@article{Roux2006, - title={Otoferlin, defective in a human deafness form, is essential for exocytosis at the auditory ribbon synapse}, - author={Roux, Isabelle and Safieddine, Saaid and Nouvian, R{\'e}gis and Grati, M'hamed and Simmler, Marie-Christine and Bahloul, Amel and Perfettini, Isabelle and Le Gall, Morgane and Rostaing, Philippe and Hamard, Ghislaine and others}, - journal={Cell}, - volume={127}, - number={2}, - pages={277--289}, - year={2006}, - publisher={Elsevier} -} - -@Article{Ruderman1994, - Title = {Statistics of Natural Images: Scaling in the Woods.}, - Author = {Daniel L. Ruderman and William Bialek}, - Journal = PhysRevLett, - Year = {1994}, - Number = {6}, - Pages = {814-818}, - Volume = {73} -} - -@Article{Ruggero1992, - title={Two-tone suppression in the basilar membrane of the cochlea: Mechanical basis of auditory-nerve rate suppression}, - author={Ruggero, Mario A and Robles, Luis and Rich, Nola C}, - journal={Journal of Neurophysiology}, - volume={68}, - number={4}, - pages={1087--1099}, - year={1992}, - publisher={American Physiological Society Bethesda, MD} -} - -@Article{Ruggero1997, - title={Basilar-membrane responses to tones at the base of the chinchilla cochlea}, - author={Ruggero, Mario A and Rich, Nola C and Recio, Alberto and Narayan, S Shyamla and Robles, Luis}, - journal={The Journal of the Acoustical Society of America}, - volume={101}, - number={4}, - pages={2151--2163}, - year={1997}, - publisher={Acoustical Society of America} -} - -@article{Russell1978, - title={Intracellular studies of hair cells in the mammalian cochlea.}, - author={Russell, IJ and Sellick, PM1282821}, - journal={J Physiol}, - volume={284}, - number={1}, - pages={261--290}, - year={1978}, - publisher={Wiley Online Library} -} - -@Article{Rust2005, - Title = {Spatiotemporal Elements of Macaque {V1} Receptive Fields.}, - Author = {Nicole C. Rust and Odelia Schwartz and J. Anthony Movshon and Eero P. Simoncelli}, - Journal = Neuron, - Year = {2005}, - Pages = {945-956}, - Volume = {46} -} - -@article{Sachs1968, - title={Two-tone inhibition in auditory-nerve fibers}, - author={Sachs, Murray B and Kiang, Nelson YS}, - journal={The Journal of the Acoustical Society of America}, - volume={43}, - number={5}, - pages={1120--1128}, - year={1968}, - publisher={Acoustical Society of America} -} - -@article{Sachs1974, - title={Rate versus level functions for auditory-nerve fibers in cats: tone-burst stimuli}, - author={Sachs, Murray B and Abbas, Paul J}, - journal={The Journal of the Acoustical Society of America}, - volume={56}, - number={6}, - pages={1835--1847}, - year={1974}, - publisher={Acoustical Society of America} -} - -@Article{Sakmann1969, - title={Scotopic and mesopic light adaptation in the cat's retina}, - author={Sakmann, Bert and Creutzfeldt, Otto D}, - journal={Pfl{\"u}gers Archiv}, - volume={313}, - pages={168--185}, - year={1969}, - publisher={Springer} -} - -@article{Salazar2013, - title={The energetics of electric organ discharge generation in gymnotiform weakly electric fish}, - author={Salazar, Vielka L and Krahe, R{\"u}diger and Lewis, John E}, - journal={Journal of Experimental Biology}, - volume={216}, - number={13}, - pages={2459--2468}, - year={2013}, - publisher={Company of Biologists} -} - -@article{Salazar2022, - title={Neural processing: Cracking the code to extract relevant social information}, - author={Salazar, Vielka and Silva, Ana}, - journal={Current Biology}, - volume={32}, - number={1}, - pages={R32--R34}, - year={2022}, - publisher={Elsevier} -} - -@ARTICLE{Salgado2011, - AUTHOR = {Jos\'e Antonio Gama Salgado and G\"unther K.H. Zupanc}, - TITLE = {Echo response to chirping in the weakly electric brown ghost knifefish (\textit{Apteronotus leptorhynchus}): role of frequency and amplitude modulations.}, - JOURNAL = {J Can Zool}, - YEAR = {2011}, - VOLUME = {89}, - PAGES = {498--508} -} - -@article{Salminen2018, - title={A common periodic representation of interaural time differences in mammalian cortex}, - author={Salminen, Nelli H and Jones, Simon J and Christianson, Gestur B and Marquardt, Torsten and McAlpine, David}, - journal={NeuroImage}, - volume={167}, - pages={95--103}, - year={2018}, - publisher={Elsevier} -} - -@ARTICLE{Sanguinetti2011, - AUTHOR = {Juan Ignacio Sanguinetti-Scheck and Eduardo Federico Pedraja and Esteban Cilleruelo and Adriana Migliaro and Pedro Aguilera and Angel Ariel Caputi and Ruben Budelli}, - TITLE = {Fish geometry and electric organ discharge determine functional organization of the electrosensory epithelium.}, - JOURNAL = PLOSOne, - YEAR = {2011}, - VOLUME = {6}, - PAGES = {e27470} -} - -@Article{Sapolsky2005, - Title = {The Influence of Social Hierarchy on Primate Health}, - Author = {Sapolsky, Robert M.}, - Journal = {Science}, - Year = {2005}, - Number = {5722}, - Pages = {648--652}, - Volume = {308}, - - Abstract = {Dominance hierarchies occur in numerous social species, and rank within them can greatly influence the quality of life of an animal. In this review, I consider how rank can also influence physiology and health. I first consider whether it is high- or low-ranking animals that are most stressed in a dominance hierarchy; this turns out to vary as a function of the social organization in different species and populations. I then review how the stressful characteristics of social rank have adverse adrenocortical, cardiovascular, reproductive, immunological, and neurobiological consequences. Finally, I consider how these findings apply to the human realm of health, disease, and socioeconomic status.}, - Doi = {10.1126/science.1106477}, - Owner = {raab}, - Publisher = {American Association for the Advancement of Science}, - Timestamp = {2020.01.27}, - Url = {https://science.sciencemag.org/content/308/5722/648} -} - -@article{Savard2011, - title={Neural heterogeneities influence envelope and temporal coding at the sensory periphery}, - author={Savard, M and Krahe, R and Chacron, MJ}, - journal={Neuroscience}, - volume={172}, - pages={270--284}, - year={2011}, - publisher={Elsevier} -} - -@article{Sayles2013, - title={Neurometric amplitude-modulation detection threshold in the guinea-pig ventral cochlear nucleus}, - author={Sayles, Mark and F{\"u}llgrabe, Christian and Winter, Ian M}, - journal={The Journal of Physiology}, - volume={591}, - number={13}, - pages={3401--3419}, - year={2013}, - publisher={Wiley Online Library} -} - -@INCOLLECTION{Scheffel2006, - TITLE = {Intra- and interspecific electrocommunication among sympatric mormyrids in the upper {Zambezi} river.}, - AUTHOR = {Andreas Scheffel and Bernd Kramer}, - Year = {2006}, - Pages = {733--751}, - BOOKTITLE = {Communication in fishes}, - EDITOR = {F. Ladich and S. P. Collin and P. Moller and B. G. Kapoor}, - PUBLISHER = {Science Publishers}, - ADDRESS = {Enfield, N.H.} -} - -@article{Scheich1973, - title={Coding properties of two classes of afferent nerve fibers: high-frequency electroreceptors in the electric fish, \textit{Eigenmannia}.}, - author={Scheich, H and Bullock, Th H and Hamstra Jr, RH}, - journal={Journal of Neurophysiology}, - volume={36}, - number={1}, - pages={39--60}, - year={1973} -} - -@article{Schiff1962, - title={Persistent fear responses in rhesus monkeys to the optical stimulus of "looming"}, - author={Schiff, William and Caviness, James A and Gibson, James J}, - journal={Science}, - volume={136}, - number={3520}, - pages={982--983}, - year={1962}, - publisher={American Association for the Advancement of Science} -} - -@Article{Schluger1987, - Title = {Electric Fish approach stationary signal sources by following electric current lines.}, - Author = {James H. Schluger and Carl D. Hopkins}, - Journal = {Journal of Experimental Biology}, - Year = {1987}, - Pages = {359-367}, - Volume = {130} -} - -@article{Schlungbaum2023, - title={Detecting a periodic signal by a population of spiking neurons in the weakly nonlinear response regime}, - author={Schlungbaum, Maria and Lindner, Benjamin}, - journal={The European Physical Journal E}, - volume={46}, - number={11}, - pages={108}, - year={2023}, - publisher={Springer} -} - -@article{Schmiedt1982, - title={Boundaries of two-tone rate suppression of cochlear-nerve activity}, - author={Schmiedt, Richard A}, - journal={Hearing Research}, - volume={7}, - number={3}, - pages={335--351}, - year={1982}, - publisher={Elsevier} -} - -@article{Schneider1976, - title={Transfer characteristics of first and second order lateral canal vestibular neurons in gerbil}, - author={Schneider, LW and Anderson, DJ}, - journal={Brain Research}, - volume={112}, - number={1}, - pages={61--76}, - year={1976}, - publisher={Elsevier} -} - -@article{Schneider2011, - title={In vivo conditions induce faithful encoding of stimuli by reducing nonlinear synchronization in vestibular sensory neurons}, - author={Schneider, Adam D and Cullen, Kathleen E and Chacron, Maurice J}, - journal={PLoS Computational Biology}, - volume={7}, - number={7}, - pages={e1002120}, - year={2011}, - publisher={Public Library of Science San Francisco, USA} -} - -@ARTICLE{Schnitzler2001, - AUTHOR = {Hans-Ulrich Schnitzler and Elisabeth K. V. Kalko}, - TITLE = {Echolocation by insect-eating bats.}, - JOURNAL = {BioScience}, - YEAR = {2001}, - VOLUME = {51}, - PAGES = {557--569} -} - -@article{Schreiner1988, - title={Representation of amplitude modulation in the auditory cortex of the cat. {II}. Comparison between cortical fields}, - author={Schreiner, Christoph E and Urbas, John V}, - journal={Hearing Research}, - volume={32}, - number={1}, - pages={49--63}, - year={1988}, - publisher={Elsevier} -} - -@Article{Chialvo1997, - title={Stochastic resonance in models of neuronal ensembles}, - author={Chialvo, Dante R and Longtin, Andr{\'e} and M{\"u}ller-Gerking, Johannes}, - journal={Physical Review E}, - volume={55}, - number={2}, - pages={1798}, - year={1997}, - publisher={APS} -} - -@article{Schuller1984, - title={Natural ultrasonic echoes from wing beating insects are encoded by collicular neurons in the {CF-FM bat, Rhinolophus ferrumequinum}}, - author={Schuller, Gerd}, - journal={Journal of Comparative Physiology A}, - volume={155}, - number={1}, - pages={121--128}, - year={1984}, - publisher={Springer} -} - -@ARTICLE{Schwan1963, - AUTHOR = {Herman P. Schwan}, - TITLE = {Electric characteristic of tissues.}, - JOURNAL = {Biophysik}, - YEAR = {1963}, - VOLUME = {1}, - PAGES = {198--208} -} - -@Article{Schwartz2001, - Title = {Natural Signal statistics and sensory gain control.}, - Author = {Odelia Schwartz and Eero P. Simoncelli}, - Journal = {Nature Neuroscience}, - Year = {2001}, - Number = {8}, - Pages = {819-825}, - Volume = {4} -} - -@ARTICLE{Schwarz2001, - AUTHOR = {Stephan Schwarz and Gerhard von der Emde}, - TITLE = {Distance discrimination during active electrolocation in the weakly electric fish \textit{Gnathonemus petersii}.}, - JOURNAL = JCompPhysiolA, - YEAR = {2001}, - VOLUME = {186}, - PAGES = {1185--1197} -} - -@Article{Schweitzer1986, - Title = {Functional organization of the electroreceptive midbrain in an elasmobranch ({Platyrhinoidis triseriata} - A single unit study.}, - Author = {Jeff Schweitzer}, - Journal = JCompPhysiolA, - Year = {1986}, - Pages = {43-58}, - Volume = {158} -} - -@article{scikitlearn2011, - title={Scikit-learn: Machine Learning in {P}ython}, - author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V. - and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P. - and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and - Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.}, - journal={Journal of Machine Learning Research}, - volume={12}, - pages={2825--2830}, - year={2011} -} - -@ARTICLE{scipy2020, - author = {Virtanen, Pauli and Gommers, Ralf and Oliphant, Travis E. and - Haberland, Matt and Reddy, Tyler and Cournapeau, David and - Burovski, Evgeni and Peterson, Pearu and Weckesser, Warren and - Bright, Jonathan and {van der Walt}, St{\'e}fan J. and - Brett, Matthew and Wilson, Joshua and Millman, K. Jarrod and - Mayorov, Nikolay and Nelson, Andrew R. J. and Jones, Eric and - Kern, Robert and Larson, Eric and Carey, C J and - Polat, {\.I}lhan and Feng, Yu and Moore, Eric W. and - {VanderPlas}, Jake and Laxalde, Denis and Perktold, Josef and - Cimrman, Robert and Henriksen, Ian and Quintero, E. A. and - Harris, Charles R. and Archibald, Anne M. and - Ribeiro, Ant{\^o}nio H. and Pedregosa, Fabian and - {van Mulbregt}, Paul and {SciPy 1.0 Contributors}}, - title = {{{SciPy} 1.0: Fundamental Algorithms for Scientific - Computing in Python}}, - journal = {Nature Methods}, - year = {2020}, - volume = {17}, - pages = {261--272}, - adsurl = {https://rdcu.be/b08Wh}, - doi = {10.1038/s41592-019-0686-2}, -} - -@Article{Sen2006, - title={Functionality of cochlear micromechanics-as elucidated by upward spread of masking and two tone suppression}, - author={Sen, D and Allen, Jont B}, - journal={Acoustics Australia}, - volume={34}, - number={1}, - pages={37}, - year={2006} -} - -@Article{Serrano2003, - Title = {Gradual frequency rises in interacting black ghost knifefish, \textit{Apteronotus albifrons}}, - Author = {Serrano-Fern{\'a}ndez, P.}, - Journal = JCompPhysiolA, - Year = {2003}, - Number = {9}, - Pages = {685--692}, - Volume = {189}, - - Abstract = {The present paper highlights the relationship between social status and production of gradual frequency rises in interacting \textit{Apteronotus albifrons}. The gradual frequency rise production was mathematically inferred and a discrete classification deliberately avoided. The results showed little gradual frequency rise production before the hierarchy settlement. Afterwards, only the dominant fish kept this gradual frequency rise production at low levels, while the subdominant fish drastically increased it in all following interaction contexts. The hypothesis of gradual frequency rises being involved in communication as submissive signals was thus strengthened.}, - Doi = {10.1007/s00359-003-0445-8}, - Owner = {raab}, - Timestamp = {2017.05.04}, - Url = {http://dx.doi.org/10.1007/s00359-003-0445-8} -} - -@Article{Sharpee2011, - Title = {Hierarchical representations in the auditory cortex.}, - Author = {Tatyana O Sharpee and Craig A Atencio and Christoph E Schreiner}, - Journal = CurrOpinNeurobiol, - Year = {2011}, - Pages = {761-767}, - Volume = {21} -} - -@Article{Shieh1996, - Title = {Short-range Orientation in Electric Fish: An Experimental Study of Passive Electrolocation.}, - Author = {Kwang-Tze Shieh and Willard Willson and Michael Winslow and McBride, Jr., Don W. and Carl D. Hopkins}, - Journal = {Journal of Experimental Biology}, - Year = {1996}, - Pages = {2383-2393}, - Volume = {199} -} - -@ARTICLE{Sicardi2000, - AUTHOR = {Estrella A. Sicardi and Angel A. Caputi and Ruben Budelli}, - TITLE = {Physical basis of distance discrimination in weakly electric fish.}, - JOURNAL = {Physica A}, - YEAR = {2000}, - VOLUME = {283}, - PAGES = {86--93} -} - - -@Article{Sillito1994, - Title = {Feature-linked synchronization of thalamic relay cell firing induced by feedback from the visual cortex.}, - Author = {A. M. Sillito and H. E. Jones and G. L. Gerstein and D. C. West}, - Journal = Nature, - Year = {1994}, - Pages = {479--482}, - Volume = {369} -} - -@ARTICLE{Silva1999, - AUTHOR = {A. Silva and L. Quintana and M. Galeano and P. Errandonea and O. Macadar}, - TITLE = {Water temperature sensitivity of {EOD} waveform in \textit{Brachyhypopomus pinnicaudatus}.}, - JOURNAL = JCompPhysiolA, - YEAR = {1999}, - VOLUME = {185}, - PAGES = {187--197} -} - - -@ARTICLE{Silva2007, - AUTHOR = {Ana Silva and Rossana Perrone and Omar Macadar}, - TITLE = {Environmental, seasonal, and social modulations of basal activity in a weakly electric fish.}, - JOURNAL = {Physiol Behav}, - YEAR = {2007}, - VOLUME = {90}, - PAGES = {525--536} -} - -@ARTICLE{Silva2008, - AUTHOR = {Ana Silva and Laura Quintana and Rossana Perrone and Felipe Sierra}, - TITLE = {Sexual and seasonal plasticity in the emission of social electric signals. Behavioral approach and neural bases.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2008}, - VOLUME = {102}, - PAGES = {272--278} -} - -@Article{Silva2012, - author = {Batista, Gervasio and Zubizarreta, Lucía and Perrone, Rossana and Silva, Ana}, - title = {Non-sex-biased Dominance in a Sexually Monomorphic Electric Fish: Fight Structure and Submissive Electric Signalling}, - journal = {Ethology}, - year = {2012}, - volume = {118}, - number = {4}, - pages = {398-410}, - doi = {10.1111/j.1439-0310.2012.02022.x}, -} - -@ARTICLE{Sim2011, - AUTHOR = {Miyoung Sim and DaeEun Kim}, - TITLE = {Electrolocation based on tail-bending movements in weakly electric fish.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2011}, - VOLUME = {214}, - PAGES = {2443--2450} -} - -@Article{Simmons2013, - Title = {"To Ear is Human, to Frogive is Divine": {Bob Capranica's} legacy to auditory neuroethology.}, - Author = {Andrea Megela Simmons}, - Journal = JCompPhysiolA, - Year = {2013}, - Pages = {169-182}, - Volume = {199} -} - -@Article{Simoncelli2001, - Title = {Natural image statistics and neural representations.}, - Author = {Eero P. Simoncelli and Bruno A. Olshausen}, - Journal = AnnuRevNeurosci, - Year = {2001}, - Pages = {1193--1216}, - Volume = {24} -} - -@Article{Singh2003, - Title = {Modulation spectra of natural sounds and ethological theories of auditory processing.}, - Author = {Nandini C. Singh and Fr\'ed\'ric E. Theunissen}, - Journal = JAcoustSocAm, - Year = {2003}, - Pages = {3394--3411}, - Volume = {114} -} - -@Article{Sinz2020, - Title = {Simultaneous spike-time locking to multiple frequencies}, - Author = {Sinz, Fabian H. and Sachgau, Carolin and Henninger, J\"org and Benda, Jan and Grewe, Jan}, - Journal = {Journal of Neurophysiology}, - Year = {2020}, - Number = {6}, - Pages = {2355-2372}, - Volume = {123} -} - -@article{Smalt2012, - title={Distortion products and their influence on representation of pitch-relevant information in the human brainstem for unresolved harmonic complex tones}, - author={Smalt, Christopher J and Krishnan, Ananthanarayan and Bidelman, Gavin M and Ananthakrishnan, Saradha and Gandour, Jackson T}, - journal={Hearing Research}, - volume={292}, - number={1-2}, - pages={26--34}, - year={2012}, - publisher={Elsevier} -} - -@Article{Smith2006, - Title = {Efficient auditory coding}, - Author = {Smith, E C and Lewicki, M S}, - Journal = Nature, - Year = {2006}, - Number = {7079}, - Pages = {978--982}, - Volume = {439} -} - -@Article{Smith2013, - Title = {Evolution and hormonal regulation of sex differences in the electrocommunication behavior of ghost knifefishes ({Apteronotidae}).}, - Author = {G. Troy Smith}, - Journal = {Journal of Experimental Biology}, - Year = {2013}, - Pages = {2421-2433}, - Volume = {216} -} - -@ARTICLE{Smith2016, - AUTHOR = {Adam R. Smith and Melissa R. Proffitt and Winnie W. Ho and Claire B. Mullaney and Javier A. Maldonado-Ocampo and Nathan R. Lovejoy and Jos\'e A. Alves-Gomes and G. Troy Smith}, - TITLE = {Evolution of electric communication signals in the {South} {American} ghost knifefishes ({Gymnotiformes}: {Apteronotidae}): A phylogenetic comparative study using a sequence-based phylogeny.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2016}, - VOLUME = {110}, - PAGES = {302--313} -} - -@ARTICLE{Snyder2007, - AUTHOR = {James B. Snyder and Mark E. Nelson and Joel W. Burdick and Malcolm A. MacIver}, - TITLE = {Omnidirectional sensory and motor volumes in electric fish.}, - JOURNAL = PLOSBiol, - YEAR = {2007}, - VOLUME = {5}, - PAGES = {e301} -} - -@Article{Sonerud2001, - Title = {Ignorant Hooded Crows Follow Knowledgeable Roost-Mates to Food: Support for the Information Centre Hypothesis}, - Author = {Geir A. Sonerud and Christian A. Smedshaug and \Oystein Br{\aa}then}, - Journal = {Proceedings: Biological Sciences}, - Year = {2001}, - Number = {1469}, - Pages = {827-831}, - Volume = {268}, - Owner = {raab}, - Timestamp = {2020.01.30} -} - -@ARTICLE{Squire1982, - AUTHOR = {Ann Squire and Peter Moller}, - TITLE = {Effects of water conductivity on electrocommunication in the weak-electric fish \textit{Brienomyrus niger} {(Mormyriformes)}.}, - JOURNAL = AnimBehav, - YEAR = {1982}, - VOLUME = {30}, - PAGES = {375--382} -} - -@Article{Stamper2010, - Title = {Species differences in group size and electrosensory interference in weakly electric fishes: Implications for electrosensory processing}, - Author = {Sarah A. Stamper and Erika Carrera-G and Eric W. Tan and Vincent Fug\`ere and R\"udiger Krahe and Eric S. Fortune}, - Journal = {Behavioural Brain Research}, - Year = {2010}, - Number = {2}, - Pages = {368 - 376}, - Volume = {207}, - Keywords = {Electrotaxis, Gymnotiformes, Electrosensory, Social behavior}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@ARTICLE{Stamper2012Envelope, - AUTHOR = {Sarah A. Stamper and Manu S. Madhav and Noah J. Cowan and Eric S. Fortune}, - TITLE = {Beyond the {Jamming Avoidance Response}: weakly electric fish respond to the envelope of social electrosensory signals.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2012}, - VOLUME = {215}, - PAGES = {4196--4207} -} - -@article{stamper2012JAR, - title={Beyond the {Jamming Avoidance Response}: weakly electric fish respond to the envelope of social electrosensory signals}, - author={Stamper, Sarah A and Madhav, Manu S and Cowan, Noah J and Fortune, Eric S}, - journal={Journal of Experimental Biology}, - volume={215}, - number={23}, - pages={4196--4207}, - year={2012}, - publisher={Company of Biologists} -} - -@Article{Stamper2012Shuttle, - Title = {Active sensing via movement shapes spatiotemporal patterns of sensory feedback.}, - Author = {Sarah A. Stamper and Eatai Roth and Noah J. Cowan and Eric S. Fortune}, - Journal = {Journal of Experimental Biology}, - Year = {2012}, - Pages = {1567-1574}, - Volume = {215} -} - -@Article{Stamper2013, - Title = {Perception and coding of envelopes in weakly electric fishes.}, - Author = {Sarah A. Stamper and Eric S. Fortune and Maurice J. Chacron}, - Journal = {Journal of Experimental Biology}, - Year = {2013}, - Pages = {2393-2402}, - Volume = {216} -} - -@ARTICLE{Steinbach1970, - AUTHOR = {A. B. Steinbach}, - TITLE = {Diurnal movements and discharge characteristics of electric gymnotid fishes in the {Rio Negro}, {Brazil}}, - JOURNAL = {The Biological Bulletin}, - YEAR = {1970}, - VOLUME = {138}, - PAGES = {200--210} -} - -@Article{Stephens2013, - Title = {Independent Evolution of Visual and Electrosensory Spezializations in Different Lineages of Mormyrid Electric Fishes.}, - Author = {Jennifer A. Stephens and Kimberley V. Sukhum and Bruce A. Carlson}, - Journal = BrainBehavEvol, - Year = {2013}, - Pages = {185-198}, - Volume = {82} -} - -@Article{Stocks2000, - title={Suprathreshold stochastic resonance in multilevel threshold systems}, - author={Stocks, Nigel G}, - journal={Physical Review Letters}, - volume={84}, - number={11}, - pages={2310}, - year={2000}, - publisher={APS} -} - -@ARTICLE{Stoddard1999, - AUTHOR = {Philip K. Stoddard}, - TITLE = {Predation enhances complexity in the evolution of electric fish signals.}, - JOURNAL = {Nature}, - YEAR = {1999}, - VOLUME = {400}, - PAGES = {254--256} -} - -@ARTICLE{Stoddard1999Brachy, - AUTHOR = {P. K. Stoddard and B. Rasnow and C. Assad}, - TITLE = {Electric organ discharges of the gymnotiform fishes: {III.} \textit{Brachyhypopomus}.}, - JOURNAL = JCompPhysiolA, - YEAR = {1999}, - VOLUME = {184}, - PAGES = {609--630} -} - -@Article{Stoddard2007, - Title = {Circadian rhythms in electric waveform structure and rate in the electric fish {Brachyhypopomus} pinnicaudatus}, - Author = {Stoddard, Philip K and Markham, Michael R and Salazar, Vielka L and Allee, Susan}, - Journal = {Physiology \& Behavior}, - Year = {2007}, - Number = {1}, - Pages = {11-20}, - Volume = {90}, - Owner = {raab}, - Timestamp = {2020.02.11} -} - -@ARTICLE{Stoddard2008, - AUTHOR = {Philip K. Stoddard and Michale R. Markham}, - TITLE = {Signal cloaking by electric fish.}, - JOURNAL = {BioScience}, - YEAR = {2008}, - VOLUME = {58}, - PAGES = {415--425} -} - -@ARTICLE{Stoddard2019, - AUTHOR = {Philip K. Stoddard and Alex Tran and R\"udiger Krahe}, - TITLE = {Predation and crypsis in the evolution of electric signaling in weakly electric fishes.}, - JOURNAL = {Front Ecol Evol}, - YEAR = {2019}, - VOLUME = {7}, - PAGES = {264} -} - -@ARTICLE{Stoekl2014, - AUTHOR = {Anna St\"ockl and Fabian Sinz and Jan Benda and Jan Grewe}, - TITLE = {Encoding of social signals in all three electrosensory pathways of \textit{Eigenmannia virescens}.}, - YEAR = {2014}, - JOURNAL = {Journal of Neurophysiology}, - VOLUME = {112}, - PAGES = {2076-2091} } - -@article{Stoewer2014, - title={File format and library for neuroscience data and metadata}, - author={Stoewer, Adrian and Kellner, Christian Johannes and Benda, Jan and Wachtler, Thomas and Grewe, Jan}, - journal={Frontiers of Neuroinformatics}, - volume={8}, - number={27}, - pages={10--3389}, - year={2014} -} - -@Article{Strandburg2015, - Title = {Shared decision-making drives collective movement in wild baboons}, - Author = {Strandburg-Peshkin, Ariana and Farine, Damien R. and Couzin, Iain D. and Crofoot, Margaret C.}, - Journal = {Science}, - Year = {2015}, - Number = {6241}, - Pages = {1358--1361}, - Volume = {348}, - - Abstract = {How do groups of animals, including humans, make decisions that affect the entire group? Evidence collected from schooling animals suggests that the process is somewhat democratic, with nearest neighbors and the majority shaping overall collective behavior. In animals with hierarchical social structures such as primates or wolves, however, such democracy may be complicated by dominance. Strandburg-Peshkin et al. monitored all the individuals within a baboon troop continuously over the course of their daily activities. Even within this highly socially structured species, movement decisions emerged via a shared process. Thus, democracy may be an inherent trait of collective behavior.Science, this issue p. 1358Conflicts of interest about where to go and what to do are a primary challenge of group living. However, it remains unclear how consensus is achieved in stable groups with stratified social relationships. Tracking wild baboons with a high-resolution global positioning system and analyzing their movements relative to one another reveals that a process of shared decision-making governs baboon movement. Rather than preferentially following dominant individuals, baboons are more likely to follow when multiple initiators agree. When conflicts arise over the direction of movement, baboons choose one direction over the other when the angle between them is large, but they compromise if it is not. These results are consistent with models of collective motion, suggesting that democratic collective action emerging from simple rules is widespread, even in complex, socially stratified societies.}, - Doi = {10.1126/science.aaa5099}, - Owner = {raab}, - Publisher = {American Association for the Advancement of Science}, - Timestamp = {2020.02.11}, - Url = {https://science.sciencemag.org/content/348/6241/1358} -}fmidd - - -@Article{StrandburgPeshkin2017, - Title = {Habitat and social factors shape individual decisions and emergent group structure during baboon collective movement}, - Author = {Strandburg-Peshkin, Ariana and Farine, Damien R and Crofoot, Margaret C and Couzin, Iain D}, - Journal = {eLife}, - Year = {2017}, - Pages = {e19505}, - Volume = {6}, - Doi = {10.7554/eLife.19505}, - Keywords = {collective movement, movement Ecology, social behavior, habitat, baboons (Papio anubis)}, - Url = {https://doi.org/10.7554/eLife.19505} -} - -@Article{StrandburgPeshkin2019, - Title = {Burrow usage patterns and decision-making in meerkat groups}, - Author = {Strandburg-Peshkin, Ariana and Clutton-Brock, Tim and Manser, Marta B}, - Journal = BehavEcol, - Year = {2019}, - - Doi = {10.1093/beheco/arz190}, - Owner = {raab}, - Timestamp = {2020.01.27} -} - -@Article{Striedter1991, - Title = {Auditory, Electrosensory, and Mechanosensory Lateral Line Pathways Through the Forebrain in Channel Catfishes.}, - Author = {Georg F. Striedter}, - Journal = {Journal of Comparative Neurology}, - Year = {1991}, - Pages = {311-331}, - Volume = {312} -} - -@article{Su2001, - title={Extracellular calcium modulates persistent sodium current-dependent burst-firing in hippocampal pyramidal neurons}, - author={Su, Hailing and Alroy, Gil and Kirson, Eilon D and Yaari, Yoel}, - journal={Journal of Neuroscience}, - volume={21}, - number={12}, - pages={4173--4182}, - year={2001}, - publisher={Soc Neuroscience} -} - -@article{Sumner2012, - title={Auditory nerve fibre responses in the ferret}, - author={Sumner, Christian J and Palmer, Alan R}, - journal={European Journal of Neuroscience}, - volume={36}, - number={4}, - pages={2428--2439}, - year={2012}, - publisher={Wiley Online Library} -} - -@article{Surlykke1988, - title={Temporal coding in the auditory receptor of the moth ear}, - author={Surlykke, Annemarie and Larsen, Ole N{\ae}sbye and Michelsen, Axel}, - journal={Journal of Comparative Physiology A}, - volume={162}, - number={3}, - pages={367--374}, - year={1988}, - publisher={Springer} -} - -@Article{Sword2005, - Title = {Migratory bands give crickets protection}, - Author = {G. Sword and P. Lorch and D. Gwynne}, - Journal = {Nature}, - Year = {2005}, - Number = {703}, - Volume = {433}, - - Doi = {doi:10.1038/433703a}, - Owner = {raab}, - Timestamp = {2020.01.21} -} - -@article{Szabo1965, - title={Sense organs of the lateral line system in some electric fish of the {Gymnotidae, Mormyridae and Gymnarchidae}}, - author={Szabo, Thomas}, - journal={Journal of Morphology}, - volume={117}, - number={2}, - pages={229--249}, - year={1965}, - publisher={Wiley Online Library} -} - -@Article{Tallarovic2005, - Title = {Electric organ discharge frequency jamming during social interactions in brown ghost knifefish, \textit{Apteronotus leptorhynchus}}, - Author = {Sara K. Tallarovic and Harold H. Zakon}, - Journal = AnimBehav, - Year = {2005}, - Number = {6}, - Pages = {1355 - 1365}, - Volume = {70}, - - Doi = {https://doi.org/10.1016/j.anbehav.2005.03.020}, - Owner = {raab}, - Timestamp = {2017.05.04}, - Url = {http://www.sciencedirect.com/science/article/pii/S0003347205003088} -} - -@ARTICLE{Tan2005, - AUTHOR = {Eric W. Tan and Jonathan M. Nizar and Eric Carrera-G and Eric S. Fortune}, - TITLE = {Electrosensory interference in naturally occurring aggregates of a species of weakly electric fish, \textit{Eigenmannia virescens}.}, - JOURNAL = {Behavioural Brain Research}, - YEAR = {2005}, - VOLUME = {164}, - PAGES = {83--92} -} - -@Article{Todd1999, - Title = {The Identification of Peaks in Physiological Signals}, - Author = {Bryan S. Todd and David C. Andrews}, - Journal = {Computers and Biomedical Research}, - Year = {1999}, - Number = {4}, - Pages = {322 - 335}, - Volume = {32}, - - Doi = {http://dx.doi.org/10.1006/cbmr.1999.1518}, - Keywords = {peak detection}, - Owner = {raab}, - Timestamp = {2017.03.06}, - Url = {http://www.sciencedirect.com/science/article/pii/S0010480999915185} -} - -@Article{Tong1982a, - Title = {The Nucleus Praeeminentialis: An Electro- and Mechanoreceptive Center in the Brainstem of the Catfish.}, - Author = {Shang-Iiang Tong}, - Journal = JCompPhysiol, - Year = {1982}, - Pages = {299-309}, - Volume = {145} -} - -@Article{Tong1982b, - Title = {Electroreceptive Representation and Its Dynamics in the Cerebellum of the Catfish, {Ictalurus nebulosus (Ictaluridae, Siluriformes)}.}, - Author = {Shang-Iiang Tong and Theodore Holmes Bullock}, - Journal = JCompPhysiol, - Year = {1982}, - Pages = {289-298}, - Volume = {145} -} - -@article{Treutwein1999, - title={Fitting the psychometric function}, - author={Treutwein, Bernhard and Strasburger, Hans}, - journal={Perception \rm{\&} \textit{Psychophysics}}, - volume={61}, - number={1}, - pages={87--106}, - year={1999}, - publisher={Springer} -} - - -@Article{Tricas1995, - Title = {Electrosensory Optimization to conspecific phasic signals for mating.}, - Author = {Timothy C. Tricas and Scott W. Michael and Joseph A. Sisneros}, - Journal = NeurosciLett, - Year = {1995}, - Pages = {129-132}, - Volume = {202} -} - -@Article{Triefenbach2003, - Title = {Effects of sex, sensitivity and status on cue recognition in the weakly electric fish \textit{Apteronotus leptorhynchus}}, - Author = {F. Triefenbach and H. Zakon}, - Journal = AnimBehav, - Year = {2003}, - Number = {1}, - Pages = {19 - 28}, - Volume = {65}, - - Doi = {https://doi.org/10.1006/anbe.2002.2019}, - Owner = {raab}, - Timestamp = {2017.05.04}, - Url = {http://www.sciencedirect.com/science/article/pii/S0003347202920191} -} - -@article{Triefenbach2008, - title={Changes in signalling during agonistic interactions between male weakly electric knifefish, \textit{Apteronotus leptorhynchus}}, - author={Triefenbach, Frank A and Zakon, Harold H}, - journal={Animal Behaviour}, - volume={75}, - number={4}, - pages={1263--1272}, - year={2008}, - publisher={Elsevier} -} - -@Article{Triefenbach2008, - Title = {Changes in signalling during agonistic interactions between male weakly electric knifefish, \textit{Apteronotus leptorhynchus}.}, - Author = {F. Triefenbach and H. Zakon}, - Journal = AnimBehav, - Year = {2008}, - Number = {4}, - Pages = {1263--1272}, - Volume = {75}, - Doi = {https://doi.org/10.1016/j.anbehav.2007.09.027}, - Url = {http://www.sciencedirect.com/science/article/pii/S0003347208000110} -} - -@ARTICLE{Turner2007, - AUTHOR = {Cameron R. Turner and Maksymilian Derylo and C. David de Santana and Jos\'s A. Alves-Gomes and G. Troy Smith}, - TITLE = {Phylogenetic comparative analysis of electric communication signals in ghost knifefishes ({Gymnotiformes}: {Apteronotidae}).}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2007}, - VOLUME = {210}, - PAGES = {4104--4122} -} - -@article{VanHemmen2011, - author = {van Hemmen, J. L. and Longtin, A. and - Vollmayr, A. N.}, - journal = {Chaos}, - month = {dec}, - number = {4}, - title = {Testing resonating vector strength: auditory system, - electric fish, and noise.}, - volume = {21}, - pages = {047508}, - year = {2011}, - abstract = {Quite often a response to some input with a specific - frequency $\nu$(○) can be described through a - sequence of discrete events. Here, we study the - synchrony vector, whose length stands for the vector - strength, and in doing so focus on neuronal response - in terms of spike times. The latter are supposed to - be given by experiment. Instead of singling out the - stimulus frequency $\nu$(○) we study the synchrony - vector as a function of the real frequency variable - $\nu$. Its length turns out to be a resonating vector - strength in that it shows clear maxima in the - neighborhood of $\nu$(○) and multiples thereof, - hence, allowing an easy way of determining response - frequencies. We study this "resonating" vector - strength for two concrete but rather different cases, - viz., a specific midbrain neuron in the auditory - system of cat and a primary detector neuron belonging - to the electric sense of the wave-type electric fish - \textit{Apteronotus leptorhynchus}. We show that the - resonating vector strength always performs a clear - resonance correlated with the phase locking that it - quantifies. We analyze the influence of noise and - demonstrate how well the resonance associated with - maximal vector strength indicates the dominant - stimulus frequency. Furthermore, we exhibit how one - can obtain a specific phase associated with, for - instance, a delay in auditory analysis.}, - doi = {10.1063/1.3670512}, - issn = {1089-7682}, - url = {http://www.ncbi.nlm.nih.gov/pubmed/22225382}, -} - -@article{Viancour1979, - title={Electroreceptors of a weakly electric fish}, - author={Viancour, Terry A}, - journal={Journal of Comparative Physiology}, - volume={133}, - number={4}, - pages={327--338}, - year={1979}, - publisher={Springer} -} - -@article{Viemeister1988, - title={Intensity coding and the dynamic range problem}, - author={Viemeister, Neal F}, - journal={Hearing Research}, - volume={34}, - number={3}, - pages={267--274}, - year={1988}, - publisher={Elsevier} -} - -@article{Vila1999, - title={Phylogenetic relationships, evolution, and genetic diversity of the domestic dog}, - author={Vil{\`a}, Carles and Maldonado, Jesus E and Wayne, Robert K}, - journal={Journal of Heredity}, - volume={90}, - number={1}, - pages={71--77}, - year={1999}, - publisher={Oxford University Press} -} - -@Article{Vinje2002, - Title = {Natural Stimulation of the Nonclassical Receptive Field Increases Information Transmission Efficiency in {V1}.}, - Author = {William E. Vinje and Jack L. Gallant}, - Journal = JNeurosci, - Year = {2002}, - Number = {7}, - Pages = {2904-2915}, - Volume = {22} -} - -@article{Virtanen2020, - title={{SciPy} 1.0: fundamental algorithms for scientific computing in {Python}}, - author={Virtanen, Pauli and Gommers, Ralf and Oliphant, Travis E and Haberland, Matt and Reddy, Tyler and Cournapeau, David and Burovski, Evgeni and Peterson, Pearu and Weckesser, Warren and Bright, Jonathan and others}, - journal={Nature methods}, - volume={17}, - number={3}, - pages={261--272}, - year={2020}, - publisher={Nature Publishing Group} -} - -@Article{Vonderschen2014, - Title = {Detecting interaural time differences and remodeling their representation.}, - Author = {Katrin Vonderschen and Hermann Wagner}, - Journal = TINS, - Year = {2014}, - Number = {5}, - Pages = {289-300}, - Volume = {37} -} - -@Article{Voronenko2017, - title={Weakly nonlinear response of noisy neurons}, - author={Voronenko, Sergej O and Lindner, Benjamin}, - journal={New Journal of Physics}, - volume={19}, - number={3}, - pages={033038}, - year={2017}, - publisher={IOP Publishing} -} - -@ARTICLE{Wachtel1966, - AUTHOR = {Allen W. Wachtel and R. Bruce Szamier}, - TITLE = {Special cutaneous receptor organs of fish: the tuberous organs of \textit{Eigenmannia}.}, - YEAR = {1966}, - JOURNAL = {Journal of Morphology}, - VOLUME = {119}, - PAGES = {51--80} } - -@ARTICLE{Waddell2020, - AUTHOR = {Joseph C. Waddell and Angel A. Caputi}, - TITLE = {Waveform discrimination in a pair of pulse‐generating electric fishes.}, - JOURNAL = JFishBiol, - YEAR = {2020}, - VOLUME = {}, - PAGES = {accepted} -} - -@ARTICLE{Wallach2022, - AUTHOR = {Avner Wallach and Alexandre Melanson and Andre Longtin and Leonard Maler}, - TITLE = {Mixed selectivity coding of sensory and motor social signals in the thalamus of a weakly electric fish.}, - YEAR = {2022}, - JOURNAL = {Current Biology}, - VOLUME = {32}, - PAGES = {51--63} } - -@article{Walt2011, - title={The {NumPy} array: a structure for efficient numerical computation}, - author={Walt, St{\'e}fan van der and Colbert, S Chris and Varoquaux, Gael}, - journal={Computing in science \& engineering}, - volume={13}, - number={2}, - pages={22--30}, - year={2011}, - publisher={IEEE Computer Society} -} - -@ARTICLE{Walz2013, - AUTHOR = {Henriette Walz and Ginette J. Hup\'e and Jan Benda and John E. Lewis}, - TITLE = {The neuroethology of electrocommunication: How signal background influences sensory encoding and behaviour in \textit{Apteronotus leptorhynchus}.}, - JOURNAL = {Journal of Physiology-Paris}, - YEAR = {2013}, - VOLUME = {107}, - PAGES = {13--25} -} - -@ARTICLE{Walz2014, - AUTHOR = {Henriette Walz and Jan Grewe and Jan Benda}, - TITLE = {Static frequency tuning accounts for changes in neural synchrony evoked by transient communication signals.}, - YEAR = {2014}, - JOURNAL = {Journal of Neurophysiology}, - VOLUME = {112}, - PAGES = {752--765} } - - -@Article{Wang2007, - Title = {Neural coding strategies in auditory cortex.}, - Author = {Xiaoqin Wang}, - Journal = HearRes, - Year = {2007}, - Pages = {81-93}, - Volume = {229} -} - -@ARTICLE{Watanabe1963, - AUTHOR = {Akira Watanabe and Kimihisa Takeda}, - TITLE = {The change of discharge frequency by {A.C.} stimulus in a weak electric fish.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {1963}, - VOLUME = {40}, - PAGES = {57--66} -} - -@article{Victor1977, - title={Nonlinear analysis of cat retinal ganglion cells in the frequency domain.}, - author={Victor, Jonathan D and Shapley, Robert M and Knight, Bruce W}, - journal={Proceedings of the National Academy of Sciences}, - volume={74}, - number={7}, - pages={3068--3072}, - year={1977}, - publisher={National Acad Sciences} -} - -@article{Victor1980, - title={A method of nonlinear analysis in the frequency domain}, - author={Victor, J and Shapley, R}, - journal={Biophysical Journal}, - volume={29}, - number={3}, - pages={459--483}, - year={1980}, - publisher={Elsevier} -} - -@article{Victor1979, - title={Nonlinear systems analysis: comparison of white noise and sum of sinusoids in a biological system.}, - author={Victor, Jonathan D}, - journal={Proceedings of the National Academy of Sciences}, - volume={76}, - number={2}, - pages={996--998}, - year={1979}, - publisher={National Acad Sciences} -} - -@article{Shapley1978, - title={The effect of contrast on the transfer properties of cat retinal ganglion cells.}, - author={Shapley, Robert M and Victor, Jonathan D}, - journal={The Journal of physiology}, - volume={285}, - number={1}, - pages={275--298}, - year={1978}, - publisher={Wiley Online Library} -} - -@article{Wen2009, - title={Dynamic range adaptation to sound level statistics in the auditory nerve}, - author={Wen, Bo and Wang, Grace I and Dean, Isabel and Delgutte, Bertrand}, - journal={Journal of Neuroscience}, - volume={29}, - number={44}, - pages={13797--13808}, - year={2009}, - publisher={Soc Neuroscience} -} - -@ARTICLE{Westby1981, - AUTHOR = {G. W. Max Westby and Frank Kirschbaum}, - TITLE = {Sex differences in the electric organ discharge of \textit{Eigenmannia virescens} and the effect of gonadal maturation.}, - JOURNAL = {Adv Physiol Sci}, - YEAR = {1981}, - VOLUME = {31}, - PAGES = {179--194} -} - -@ARTICLE{Westby1981JAR, - AUTHOR = {G. W. Max Westby}, - TITLE = {Communication and jamming avoidance in electric fish.}, - JOURNAL = TINS, - YEAR = {1981}, - VOLUME = {4}, - PAGES = {205--210} -} - -@ARTICLE{Westby1982, - AUTHOR = {G. W. Max Westby and Frank Kirschbaum}, - TITLE = {Sex differences in the waveform of the pulse-type electric fish, \textit{Pollimyrus isidori} {(Mormyridae)}.}, - JOURNAL = JCompPhysiol, - YEAR = {1982}, - VOLUME = {145}, - PAGES = {399--403} -} - -@Article{Westby1988, - Title = {The ecology, discharge diversity and predatory behaviour of gymnotiforme electric fish in the coastal streams of {French Guiana}}, - Author = {Westby, G. W. Max}, - Journal = BehavEcolSociobiol, - Year = {1988}, - Number = {5}, - Pages = {341--354}, - Volume = {22} -} - -@ARTICLE{Westby1988, - AUTHOR = {G. W. Max Westby}, - TITLE = {The ecology, discharge diversity and predatory behaviour of gymnotiforme electric fish in the coastal streams of {French Guiana}.}, - JOURNAL = BehavEcolSociobiol, - YEAR = {1988}, - VOLUME = {22}, - PAGES = {341--354} -} - -@article{Wiesenfeld1995, - author = {Wiesenfeld, K. and Moss, F.}, - journal = {Nature}, - keywords = {noise, statistics}, - pages = {33--36}, - refid = {440}, - timestamp = {2008.09.26}, - title = {Stochastic resonance and the benefits of noise: from ice ages to crayfish and squids}, - volume = {373}, - year = {1995} -} - -@Article{Wilkens2002, - Title = {The electric sense of the paddlefish: a passive system for the detection and capture of zooplankton prey.}, - Author = {Lon A. Wilkens and Michael H. Hofmann and Winfried Wojtenek}, - Journal = JPhysiol, - Year = {2002}, - Pages = {363-377}, - Volume = {96} -} - -@ARTICLE{Winemiller1997, - AUTHOR = {Kirk O. Winemiller and Alphonse Adite}, - TITLE = {Convergent evolution of weakly electric fishes from floodplain habitats in {Africa} and {South America}.}, - JOURNAL = {Environmental Biology of Fishes}, - YEAR = {1997}, - VOLUME = {49}, - PAGES = {175--186} -} - -@Article{Winkler2009, - Title = {Modeling the auditory scene: predictive regularity representations and perceptual objects.}, - Author = {Istv\'an Winkler and Susan L. Denham and Israel Nelken}, - Journal = TICS, - Year = {2009}, - Number = {12}, - Pages = {532-540}, - Volume = {13} -} - -@Article{Wiskott2002, - Title = {Slow feature analysis: Unsupervised - learning of invariances.}, - Author = {L. Wiskott and T. J. Sejnowski}, - Journal = NeuralComput, - Year = {2002}, - Pages = {715--770}, - Volume = {14} -} - -@article{Wohr2007, - title={Ultrasonic communication in rats: can playback of 50-{kHz} calls induce approach behavior?}, - author={W{\"o}hr, Markus and Schwarting, Rainer KW}, - journal={PloS one}, - volume={2}, - number={12}, - pages={e1365}, - year={2007}, - publisher={Public Library of Science San Francisco, USA} -} - -@Article{Womack2004, - title={Dendritic control of spontaneous bursting in cerebellar {Purkinje} cells}, - author={Womack, Mary D and Khodakhah, Kamran}, - journal={Journal of Neuroscience}, - volume={24}, - number={14}, - pages={3511--3521}, - year={2004}, - publisher={Soc Neuroscience} -} - -@ARTICLE{Wong2007, - AUTHOR = {Ryan Y. Wong and Carl D. Hopkins}, - TITLE = {Electrical and behavioral courtship displays in the mormyrid fish \textit{Brienomyrus brachyistius}.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2007}, - VOLUME = {210}, - PAGES = {2244--2525} -} - -@article{Wypych2012, - title={Standardized {F1--A} consistent measure of strength of modulation of visual responses to sine-wave drifting gratings}, - author={Wypych, Marek and Wang, Chun and Nagy, Attila and Benedek, Gy{\"o}rgy and Dreher, Bogdand and Waleszczyk, Wioletta J}, - journal={Vision Research}, - volume={72}, - pages={14--33}, - year={2012}, - publisher={Elsevier} -} - -@article{Xu1996, - title={Logarithmic time course of sensory adaptation in electrosensory afferent nerve fibers in a weakly electric fish}, - author={Xu, Zhian and Payne, Jeremy R and Nelson, Mark E}, - journal={Journal of Neurophysiology}, - volume={76}, - number={3}, - pages={2020--2032}, - year={1996}, - publisher={American Physiological Society Bethesda, MD} -} - -@Article{Yager1993, - Title = {Directional characteristics of tuberous electroreceptors in the weakly electric fish, {Hypopomus (Gymnotiformes)}.}, - Author = {D.D. Yager and C.D. Hopkins}, - Journal = JCompPhysiolA, - Year = {1993}, - Pages = {401-414}, - Volume = {143} -} - -@article{Yin2019, - title={Neural mechanisms of binaural processing in the auditory brainstem}, - author={Yin, Tom CT and Smith, Phil H and Joris, Philip X}, - journal={Comprehensive Physiology}, - volume={9}, - number={4}, - pages={1503--1575}, - year={2019} -} - -@Article{Young1979, - title={Representation of steady-state vowels in the temporal aspects of the discharge patterns of populations of auditory-nerve fibers}, - author={Young, Eric D and Sachs, Murray B}, - journal={The Journal of the Acoustical Society of America}, - volume={66}, - number={5}, - pages={1381--1403}, - year={1979}, - publisher={Acoustical Society of America} -} - -@ARTICLE{Yu2005, - AUTHOR = {Na Yu and Ginette Hup\'e and Charles Garfinkle and John E. Lewis and Andr\'e Longtin}, - TITLE = {Coding conspecific identity and motion in the electric sense.}, - JOURNAL = {PLoS Computational Biology}, - YEAR = {2005}, - VOLUME = {8}, - PAGES = {e1002564} -} - -@Article{Yuille2006, - Title = {Vision as Bayesian inference: analysis by synthesis?}, - Author = {Alan Yuille and Daniel Kersten}, - Journal = TICS, - Year = {2006}, - Number = {7}, - Pages = {301-308}, - Volume = {10} -} - - -@article{Zakon2002, - author = {H. H. Zakon and Oestreich, J. and Tallarovic, S. and Triefenbach, F.}, - journal = {Journal of Physiology-Paris}, - number = {5--6}, - pages = {451--458}, - title = {{EOD} modulations of brown ghost electric fish: {JAR}s, chirps, rises, and dips}, - volume = {96}, - year = {2002} -} - -@ARTICLE{Zakon2008, - AUTHOR = {Harold H. Zakon and Derrick J. Zwickl and Ying Lu and David M. Hillis}, - TITLE = {Molecular evolution of communication signals in electric fish.}, - JOURNAL = {Journal of Experimental Biology}, - YEAR = {2008}, - VOLUME = {211}, - PAGES = {1814--1818} -} - -@article{Zeldenrust2018, - title={Neural coding with bursts—current state and future perspectives}, - author={Zeldenrust, Fleur and Wadman, Wytse J and Englitz, Bernhard}, - journal={Frontiers in Computational Neuroscience}, - volume={12}, - pages={48}, - year={2018}, - publisher={Frontiers Media SA} -} - -@Article{zuniga2017, - Title = {Migration confers winter survival benefits in a partially migratory songbird}, - Author = {Z\'u{\~n}iga, Daniel and Gager, Yann and Kokko, Hanna and Fudickar, Adam Michael and Schmidt, Andreas and Naef-Daenzer, Beat and Wikelski, Martin and Partecke, Jesko}, - Journal = {eLife}, - Year = {2017}, - Pages = {e28123}, - Volume = {6}, - - Abstract = {To evolve and to be maintained, seasonal migration, despite its risks, has to yield fitness benefits compared with year-round residency. Empirical data supporting this prediction have remained elusive in the bird literature. To test fitness related benefits of migration, we studied a partial migratory population of European blackbirds (\textit{Turdus merula}) over 7 years. Using a combination of capture-mark-recapture and radio telemetry, we compared survival probabilities between migrants and residents estimated by multi-event survival models, showing that migrant blackbirds had 16\% higher probability to survive the winter compared to residents. A subsequent modelling exercise revealed that residents should have 61.25\% higher breeding success than migrants, to outweigh the survival costs of residency. Our results support theoretical models that migration should confer survival benefits to evolve, and thus provide empirical evidence to understand the evolution and maintenance of migration.}, - Article_type = {journal}, - Doi = {10.7554/eLife.28123}, - Timestamp = {2020.02.10}, - Url = {https://doi.org/10.7554/eLife.28123} -} - -@Article{Zupanc2001, - Title = {Light-dark-controlled changes in modulations of the electric organ discharge in the teleost \textit{Apteronotus leptorhynchus}}, - Author = {Marianne M. Zupanc and Gerhard Engler and Alexandra Midson and Helen Oxberry and Louise A. Hurst and Melissa R. Symon and G\"unther K.H. Zupanc}, - Journal = AnimBehav, - Year = {2001}, - Number = {6}, - Pages = {1119 - 1128}, - Volume = {62}, - Doi = {https://doi.org/10.1006/anbe.2001.1867}, - Url = {http://www.sciencedirect.com/science/article/pii/S0003347201918676} -} - -@Article{Zupanc2006, - Title = {Electric interactions through chirping behavior in the weakly electric fish, \textit{Apteronotus leptorhynchus}.}, - Author = {Zupanc, G K H and S\^{\i}rbulescu, R F and Nichols, A and Ilies, I}, - Journal = JCompPhysiolA, - Year = {2006}, - Number = {2}, - Pages = {159--173}, - Volume = {192} -} - -@article{Zhang2022, - title={A robust receptive field code for optic flow detection and decomposition during self-motion}, - author={Zhang, Yue and Huang, Ruoyu and N{\"o}renberg, Wiebke and Arrenberg, Aristides B}, - journal={Current Biology}, - volume={32}, - number={11}, - pages={2505--2516}, - year={2022}, - publisher={Elsevier} -} - -@Article{Marmarelis1972, - title={White-noise analysis of a neuron chain: an application of the {Wiener} theory.}, - author={Marmarelis, Panos Z. and Naka, Ken-Ichi}, - journal={Science}, - volume={175}, - pages={1276--1278}, - year={1972} -} - -@Article{French2001, - title={Predicting the responses of mechanoreceptor neurons to physiological inputs by nonlinear system identification.}, - author={Andrew S. French and Shin-Ichi Sekizawa and Ulli Höger and Päivi H. Torkkeli}, - year={2001}, - journal={Annals of Biomedical Engineering}, - volume={29}, - pages={187--194} -} - -@Article{Schanze1997, - title={Phase correlation among rhythms present at different frequencies: spectral methods, application to -microelectrode recordings from visual cortex and functional implications.}, - author={T. Schanze and R. Eckhorn}, - year={1997}, - journal={International Journal of Psychophysiology}, - volume={26}, - pages={171--189} -} - -@Article{Temchin2005, - title={Wiener kernels of chinchilla auditory-nerve fibers: verification using responses to tones, clicks, and noise and comparison with basilar-membrane vibrations.}, - author={Temchin, Andrei N. and Alberto Recio-Spinoso and Pim van Dijk and Mario A. Ruggero}, - year={2005}, - journal=JNeurophysiol, - volume={93}, - pages={3635--3648} -} - -@Article{Neiman2011, - title={Sensory coding in oscillatory electroreceptors of paddlefish.}, - author={Alexander B. Neiman and David F. Russell}, - year={2011}, - journal={Chaos}, - volume={21}, - pages={047505} -} - -@Article{Doiron2004, - title={Oscillatory activity in electrosensory neurons increases with the spatial correlation of the stochastic input stimulus.}, - author={Brent Doiron and Benjamin Lindner and André Longtin and Leonard Maler and Joseph Bastian}, - year={2004}, - journal={Physical Review Letters}, - volume={93}, - pages={ 048101-1--048101-4}, -} - -@Article{Chichilnisky2001, - title={A simple white noise analysis of neuronal light responses.}, - author={E. J. Chichilnisky}, - year={2001}, - journal={Network}, - volume={12}, - pages={199--213}, -} - -@Article{Gollisch2009, - title={Eye smarter than scientists believed: neural computations in circuits of the retina.}, - author={Tim Gollisch and Markus Meister}, - year={2009}, - journal={Neuron}, - volume={65}, - pages={150--164}, -} - -@Article{Clemens2013, - title={Feature extraction and integration underlying perceptual decision making during courtship behavior.}, - author={Jan Clemens and Bernhard Ronacher}, - year={2013}, - journal=JNeurophysiol, - volume={33}, - pages={12136--12145}, -} - -@Article{Theunissen1996, - title={Information theoretic analysis of dynamical encoding by four identified primary sensory interneurons in the cricket cercal system.}, - author={Frederic Theunissen and J. Cooper Roddey and Steven Stufflebeam and Heather Clague and John P. Miller}, - year={1996}, - journal=JNeurophysiol, - volume={75}, - pages={1345--1364}, -} - -@Article{Wessel1996, - title={Coding of time-varying electric field amplitude modulations in a wave-type electric fish.}, - author={Ralf Wessel and Christof Koch and Fabrizio Gabbiani}, - year={1996}, - journal=JNeurophysiol, - volume={75}, - pages={2280--2293}, -} - -@Article{Lindner2001, - title={Transmission of noise coded versus additive signals through a neuronal ensemble.}, - author={Benjamin Lindner and Lutz Schimansky-Geier}, - year={2001}, - journal={Physical Review Letters}, - volume={86}, - pages={2934--2937}, -} - -@Article{Sharafi2013, - title={Information filtering by synchronous spikes in a neural population.}, - author={Nahal Sharafi and Jan Benda and Benjamin Lindner}, - year={2013}, - journal={J Comp Neurosci}, - volume={34}, - pages={285--301}, -} - -@Article{Marinazzo2007, - title={Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapse.}, - author={Marinazzo, D. and Kappen, H. J. and Gielen, S. C. A. M.}, - year={2007}, - journal={Neural Computation}, - volume={19}, - pages={1739}, -} - -@Article{Rocha2007, - title={Correlation between neural spike trains increases with firing rate.}, - author={de la Rocha, J. and Doiron, B. and Shea-Brown, E. and Josic, K. and Reyes, A.}, - year={2007}, - journal={Nature}, - volume={448}, - pages={802}, -} - -@ARTICLE{Yu1989, - author={Yu, X. and Lewis, E.R.}, - journal={IEEE Transactions on Biomedical Engineering}, - title={Studies with spike initiators: linearization by noise allows continuous signal modulation in neural networks}, - year={1989}, - volume={36}, - number={1}, - pages={36-43}, - doi={10.1109/10.16447}} - - diff --git a/susceptibility1.fdb_latexmk b/susceptibility1.fdb_latexmk deleted file mode 100644 index d8d01d5..0000000 --- a/susceptibility1.fdb_latexmk +++ /dev/null @@ -1,129 +0,0 @@ -# Fdb version 4 -["bibtex susceptibility1"] 1710763808 "susceptibility1.aux" "susceptibility1.bbl" "susceptibility1" 1710763887 2 - "./iscience.bst" 1708939253 26675 3aeb8c21825caaa4dfb7846be2ffc7e7 "" - "./journalsabbrv.bib" 1668614073 5439 338fefca00672079581dde5f352059e3 "" - "./plos2015.bst" 1709892432 39954 b81f186f4b41cf496154afb7aeec3301 "" - "./references.bib" 1710757364 275111 a03ef1ccaaec570a94fade6eba42c565 "" - "susceptibility1.aux" 1710763825 35422 a91d1abb0d99037297600b2e0a69a480 "pdflatex" - (generated) - "susceptibility1.bbl" - "susceptibility1.blg" - (rewritten before read) -["pdflatex"] 1710763884 "c:/Users/alexi/Desktop/work/code/susceptibility1/susceptibility1.tex" "susceptibility1.pdf" "susceptibility1" 1710763887 2 - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmbx10.pfb" 1247596666 34811 78b52f49e893bcba91bd7581cdc144c0 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmbx12.pfb" 1247596666 32080 340ef9bf63678554ee606688e7b5339d "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmex10.pfb" 1247596667 30251 6afa5cb1d0204815a708a080681d4674 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmmi10.pfb" 1247596667 36299 5f9df58c2139e7edcf37c8fca4bd384d "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmmi5.pfb" 1247596667 37912 07513ec114ac737ab54cea0152f4424b "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmmi7.pfb" 1247596667 36281 c355509802a035cadc5f15869451dcee "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmr10.pfb" 1247596667 35752 024fb6c41858982481f6968b5fc26508 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmr12.pfb" 1247596667 32722 d7379af29a190c3f453aba36302ff5a9 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmr5.pfb" 1247596667 31809 8670ca339bf94e56da1fc21c80635e2a "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmr7.pfb" 1247596667 32762 7fee39e011c23b3589931effd97b9702 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmss10.pfb" 1247596666 24457 5cbb7bdf209d5d1ce9892a9b80a307cc "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmss8.pfb" 1247596667 24420 52dbb8e8aa0069a1b987309557f8d303 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmss9.pfb" 1247596666 24373 a91d375736817a75026663adcb2190c1 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmssbx10.pfb" 1247596666 28902 2f5c04fd2884d1878057baa5aad22765 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmsy10.pfb" 1247596667 32569 5e5ddc8df908dea60932f3c484a54c0d "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmsy5.pfb" 1247596666 32915 7bf7720c61a5b3a7ff25b0964421c9b6 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmsy7.pfb" 1247596666 32716 08e384dc442464e7285e891af9f45947 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmti10.pfb" 1247596667 37944 359e864bd06cde3b1cf57bb20757fb06 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/cm/cmtt10.pfb" 1247596667 31099 342ef5a582aacbd3346f3cf4579679fa "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/amsfonts/euler/eurm10.pfb" 1335366146 22644 35cfbc2e737f53c1da991002473b4310 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/public/cm-super/sfrm1000.pfb" 1215618300 138258 6525c253f16cededa14c7fd0da7f67b2 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/urw/helvetic/uhvr8a.pfb" 1136849748 44648 23115b2a545ebfe2c526c3ca99db8b95 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/urw/helvetic/uhvro8a.pfb" 1136849748 48169 065450055814ce4dfc30f7922d24ab30 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/fonts/type1/urw/symbol/usyr.pfb" 1136849748 33709 b09d2e140b7e807d3a97058263ab6693 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/context/base/mkii/supp-pdf.mkii" 1580390158 71627 94eb9990bed73c364d7f53f960cc8c5b "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/bigintcalc/bigintcalc.sty" 1576433602 40635 c40361e206be584d448876bba8a64a3b "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/bitset/bitset.sty" 1575926576 33961 6b5c75130e435b2bfdb9f480a09a39f9 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/etexcmds/etexcmds.sty" 1576433638 7734 b98cbb34c81f667027c1e3ebdbfce34b "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/gettitlestring/gettitlestring.sty" 1576433666 8371 9d55b8bd010bc717624922fb3477d92e "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/iftex/iftex.sty" 1583523400 6501 4011d89d9621e0b0901138815ba5ff29 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/iftex/ifvtex.sty" 1583523400 1057 525c2192b5febbd8c1f662c9468335bb "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/infwarerr/infwarerr.sty" 1575399508 8356 7bbb2c2373aa810be568c29e333da8ed "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/kvdefinekeys/kvdefinekeys.sty" 1576763304 5412 d5a2436094cd7be85769db90f29250a6 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/kvsetkeys/kvsetkeys.sty" 1576433820 13807 952b0226d4efca026f0e19dd266dcc22 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/ltxcmds/ltxcmds.sty" 1601735609 18568 4409f8f50cd365c68e684407e5350b1b "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/pdfescape/pdfescape.sty" 1575926700 19007 15924f7228aca6c6d184b115f4baa231 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/pdftexcmds/pdftexcmds.sty" 1593443540 20835 80423eac55aa175305d35b49e04fe23b "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/generic/uniquecounter/uniquecounter.sty" 1576434012 7008 f92eaa0a3872ed622bbf538217cd2ab7 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsfonts/amsfonts.sty" 1358197772 5949 3f3fd50a8cc94c3d4cbf4fc66cd3df1c "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsfonts/amssymb.sty" 1358197772 13829 94730e64147574077f8ecfea9bb69af4 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsfonts/umsa.fd" 1358197772 961 6518c6525a34feb5e8250ffa91731cff "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsfonts/umsb.fd" 1358197772 961 d02606146ba5601b5645f987c92e6193 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsmath/amsbsy.sty" 1601808549 2283 ca7ce284ab93c8eecdc6029dc5ccbd73 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsmath/amsgen.sty" 1601808551 4297 7f6eb9092061a11f87d08ed13515b48d "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsmath/amsmath.sty" 1601808552 90280 2c21ff5f2e32e1bf714e600924d810db "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsmath/amsopn.sty" 1601808553 4233 32e6abd27229755a83a8b7f18e583890 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/amsmath/amstext.sty" 1601808553 2508 8ff93b1137020e8f21930562a874ae66 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/auxhook/auxhook.sty" 1576538732 3935 57aa3c3e203a5c2effb4d2bd2efbc323 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/base/article.cls" 1610120746 20145 aad8c3dd3bc36e260347b84002182bc2 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/base/atbegshi-ltx.sty" 1610120746 2973 00085839f5881178c538db5970d3c38e "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/base/ifthen.sty" 1610120746 5159 892429808d9e0e2b3548aaefd9a06ed0 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/base/size10.clo" 1610120746 8449 a72d5d4e612221b46000c3d71724e0ef "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/base/textcomp.sty" 1610120746 2821 2c0928feafd5527387e29a1af774d030 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/caption/caption.sty" 1603740596 51746 e89c4da670ba533e6ab38e045ce6d1d9 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/caption/caption3.sty" 1603740596 67929 d50ae850e1d9604065e8337a75a41029 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/changepage/changepage.sty" 1256021817 4523 a9044e2dc40e764dac60d2acda7ae919 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/cite/cite.sty" 1425353482 26218 19edeff8cdc2bcb704e8051dc55eb5a7 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/epstopdf-pkg/epstopdf-base.sty" 1580041542 14411 d1306dcf79a944f6988e688c1785f9ce "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/epstopdf-pkg/epstopdf.sty" 1580041542 4555 47f27fd4d95928d20b1885ba77de11d2 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/etoolbox/etoolbox.sty" 1601897756 46845 3b58f70c6e861a13d927bff09d35ecbc "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/fancyhdr/fancyhdr.sty" 1668504483 18450 88279bf67c81e69f8e3f1c1bad1a26c5 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/geometry/geometry.cfg" 1578053545 1104 7ac475a4e3466b0b43e138e9356bda83 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/graphics-cfg/graphics.cfg" 1465894292 1224 978390e9c2234eab29404bc21b268d1e "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/graphics-def/pdftex.def" 1601878198 19103 48d29b6e2a64cb717117ef65f107b404 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/graphics/graphics.sty" 1601745126 18881 a8c6a275b34ab6717ceeb8fa04b104e2 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/graphics/keyval.sty" 1601745126 2677 e3b24ff953e5b58d924f163d25380312 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/graphics/trig.sty" 1601745126 4093 d7fa7d81d2870d509d25b17d0245e735 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/grfext/grfext.sty" 1575399474 7133 b94bbacbee6e4fdccdc7f810b2aec370 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/hycolor/hycolor.sty" 1580380792 18571 4c28a13fc3d975e6e81c9bea1d697276 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/hyperref/hpdftex.def" 1613040996 49890 b908259c66be9b657ff90938ccfa48e2 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/hyperref/hyperref-langpatches.def" 1613040996 1777 d5bc248f36a3eb933dd555cdae114c00 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/hyperref/nameref.sty" 1613040996 13242 133e617c5eebffdd05e421624022b267 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/hyperref/pd1enc.def" 1613040996 14132 d91326c83d15189737a52fd5ebf68728 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/hyperref/puenc.def" 1613040996 116999 edbdb70039f0909b8ceabb75a0585775 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/kvoptions/kvoptions.sty" 1602228096 22521 d2fceb764a442a2001d257ef11db7618 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/l3backend/l3backend-pdftex.def" 1613658612 27164 09c696e2ed5c5986662c62a27622e9cd "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/l3kernel/expl3.sty" 1674744508 6208 7497703c7e95fb22a69d3ed6f9024046 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/l3packages/l3keys2e/l3keys2e.sty" 1603804284 4615 0436b95d48df75eb5f264ca6898802f6 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/lastpage/lastpage2e.sty" 1697294092 2720 a038de4136aa4a721c8ef0dc226ae6b5 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/lastpage/lastpageclassic.sty" 1697294092 8531 199f43c6ec2ba3b59f850d1ab07d94d3 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/latex-tools/array.sty" 1602847617 13051 9a7bbb9e485cd81cdcc1d56212b088ff "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/letltxmacro/letltxmacro.sty" 1575399536 5766 13a9e8766c47f30327caf893ece86ac8 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/lineno/lineno.sty" 1130951548 151738 8cd767481920f0eb785302dacfc87057 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/lipsum/lipsum.ltd.tex" 1633253722 95525 6fd0552101a6b1f9b7a84b402ec435ba "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/lipsum/lipsum.sty" 1633253722 14690 c2c754218a7108db7823a4839c1bc3cd "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/microtype/microtype-pdftex.def" 1678670834 48246 c3eed060aba663f58af3ff756e83f2bd "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/microtype/microtype.cfg" 1678670834 26842 05a01d67d23e805520393a049533b8c0 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/microtype/microtype.sty" 1678670834 98531 f79ec363f3014ada2cb766715926ecc9 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/microtype/mt-cmr.cfg" 1678670834 22906 7a8d9f8766e60f694cdde7648421c2ab "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/microtype/mt-eur.cfg" 1678670834 3689 d2e8e96bd55472e6d5efa61bf2eea7fe "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/microtype/mt-msa.cfg" 1678670834 5929 0e1d31c98c10fece90f470d5746ecdd6 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/microtype/mt-msb.cfg" 1678670834 5594 45ca1ba048c2fa6267d5419cc463d804 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/refcount/refcount.sty" 1576433952 9878 9e94e8fa600d95f9c7731bb21dfb67a4 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/rerunfilecheck/rerunfilecheck.sty" 1575571282 9715 b051d5b493d9fe5f4bc251462d039e5f "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/siunits/SIunits.cfg" 1197193147 1377 e1c35ec7ca1a5a17ac67ecbdabb6990b "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/siunits/SIunits.sty" 1197193147 24895 d4b7c746aadbeeadad3d915d486cc1b1 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/url/url.sty" 1388490452 12796 8edb7d69a20b857904dd0ea757c14ec9 "" - "C:/Users/alexi/AppData/Local/Programs/MiKTeX/tex/latex/xcolor/xcolor.sty" 1463135581 57049 34128738f682d033422ca125f82e5d62 "" - "Settup.pdf" 1706839806 166103 17ab9fc669473a03e08a7fa238e1d553 "" - "ampullary.pdf" 1710326216 246659 d1299ada31ef4a23a5d34b0c68c797e2 "" - "c:/Users/alexi/Desktop/work/code/susceptibility1/susceptibility1.tex" 1710763883 102631 df9982a898aa94a8ede9d0b989b5cd15 "" - "cells_suscept.pdf" 1710326190 264859 2f1a73d79d6fca835ad8c8022c02b917 "" - "cells_suscept_high_CV.pdf" 1710326210 263986 aee6c08821bf7ca5c0bb1c30ed50461f "" - "data_overview_mod.pdf" 1710517722 386322 5adb1410fcab6b81555948454befc014 "" - "flowchart.pdf" 1709570244 202854 90d965e9ba66abca856f03bf93a21746 "" - "model_and_data.pdf" 1710518511 218430 409993e31b4b5585cca7bcf5679c126c "" - "model_full.pdf" 1710759927 217304 354f15f7c82001eb0253028a9af1308b "" - "motivation.pdf" 1710338639 196574 f39ee66f873de747c5af08546c24b99e "" - "susceptibility1.aux" 1710763825 35422 a91d1abb0d99037297600b2e0a69a480 "pdflatex" - "susceptibility1.bbl" 1710763808 15725 78c091f624c95318eeb8c6ef5f550394 "bibtex susceptibility1" - "susceptibility1.tex" 1710763883 102631 df9982a898aa94a8ede9d0b989b5cd15 "" - "trialnr.pdf" 1710518071 132949 bd459201f80821d1fb207d55821a5407 "" - (generated) - "susceptibility1.aux" - "susceptibility1.log" - "susceptibility1.pdf" - (rewritten before read) diff --git a/susceptibility1.fls b/susceptibility1.fls deleted file mode 100644 index 234f4c9..0000000 --- a/susceptibility1.fls +++ /dev/null @@ -1,967 +0,0 @@ -PWD c:\Users\alexi\Desktop\work\code\susceptibility1 -INPUT C:\Users\alexi\AppData\Local\MiKTeX\miktex\data\le\pdftex\pdflatex.fmt -INPUT c:\Users\alexi\Desktop\work\code\susceptibility1\susceptibility1.tex -OUTPUT susceptibility1.log -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\article.cls -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\size10.clo -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\size10.clo -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\size10.clo -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\size10.clo -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\ifvtex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\geometry\geometry.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsmath.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsbsy.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsopn.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amsgen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amssymb.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\amsfonts.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\changepage\changepage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\textcomp.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\marvosym\marvosym.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\cite\cite.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\refcount\refcount.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\gettitlestring\gettitlestring.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvsetkeys\kvsetkeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdfescape\pdfescape.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\ltxcmds\ltxcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hycolor\hycolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\letltxmacro\letltxmacro.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\auxhook\auxhook.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\pd1enc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\pd1enc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\pd1enc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\pd1enc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref-langpatches.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref-langpatches.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref-langpatches.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hyperref-langpatches.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\etexcmds\etexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\iftex\iftex.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\puenc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\puenc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\puenc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\puenc.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\url\url.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bitset\bitset.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\intcalc\intcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atbegshi-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atbegshi-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atbegshi-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atbegshi-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atbegshi-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atbegshi-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\atbegshi\atbegshi.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atbegshi-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hpdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hpdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hpdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\hpdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atveryend-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atveryend-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atveryend-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atveryend-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atveryend-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atveryend-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\atveryend-ltx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\rerunfilecheck\rerunfilecheck.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\atveryend\atveryend.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\uniquecounter\uniquecounter.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\bigintcalc\bigintcalc.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lineno\lineno.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\etoolbox\etoolbox.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\microtype.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\xcolor\xcolor.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\color.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\color.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\color.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\color.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-def\pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-def\pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-def\pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-def\pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\colortbl\colortbl.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\color.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\latex-tools\array.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\caption\caption3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpage2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lastpage\lastpageclassic.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\fancyhdr\fancyhdr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphicx.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\keyval.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\graphics.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics\trig.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\graphics.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\graphics.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\graphics.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\graphics-cfg\graphics.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\grfext\grfext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\infwarerr\infwarerr.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\kvdefinekeys\kvdefinekeys.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\kvoptions\kvoptions.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\generic\pdftexcmds\pdftexcmds.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3packages\l3keys2e\l3keys2e.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3kernel\expl3.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\l3backend\l3backend-pdftex.def -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.ltd.tex -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\lipsum\lipsum.ltd.tex -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsmath\amstext.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\siunits\SIunits.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\base\ifthen.sty -OUTPUT susceptibility1.aux -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\hyperref\nameref.sty -OUTPUT susceptibility1.out -OUTPUT susceptibility1.pdf -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-cmr.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-cmr.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-cmr.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-cmr.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\context\base\mkii\supp-pdf.mkii -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\context\base\mkii\supp-pdf.mkii -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\context\base\mkii\supp-pdf.mkii -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\context\base\mkii\supp-pdf.mkii -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\epstopdf-pkg\epstopdf-base.sty -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmr12.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmbx12.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\cmextra\cmex7.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\cmextra\cmex7.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsa.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsa.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsa.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsa.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\symbols\msam10.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msa.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msa.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msa.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msa.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\symbols\msam7.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\symbols\msam5.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsb.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsb.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsb.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\amsfonts\umsb.fd -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\symbols\msbm10.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msb.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msb.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msb.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-msb.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\symbols\msbm7.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\symbols\msbm5.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\euler\eurm10.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-eur.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-eur.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-eur.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\tex\latex\microtype\mt-eur.cfg -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\euler\eurm7.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\amsfonts\euler\eurm5.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmbx10.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmss8.tfm -INPUT C:\Users\alexi\AppData\Local\MiKTeX\pdftex\config\pdftex.map -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmti10.tfm -INPUT .\motivation.pdf -INPUT motivation.pdf -INPUT .\motivation.pdf -INPUT .\motivation.pdf -INPUT .\motivation.pdf -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmss10.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmssbx10.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmss8.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmr12.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmbx12.tfm -INPUT .\cells_suscept.pdf -INPUT cells_suscept.pdf -INPUT .\cells_suscept.pdf -INPUT .\cells_suscept.pdf -INPUT .\cells_suscept.pdf -INPUT .\ampullary.pdf -INPUT ampullary.pdf -INPUT .\ampullary.pdf -INPUT .\ampullary.pdf -INPUT .\ampullary.pdf -INPUT .\model_and_data.pdf -INPUT model_and_data.pdf -INPUT .\model_and_data.pdf -INPUT .\model_and_data.pdf -INPUT .\model_and_data.pdf -INPUT .\model_full.pdf -INPUT model_full.pdf -INPUT .\model_full.pdf -INPUT .\model_full.pdf -INPUT .\model_full.pdf -INPUT .\data_overview_mod.pdf -INPUT data_overview_mod.pdf -INPUT .\data_overview_mod.pdf -INPUT .\data_overview_mod.pdf -INPUT .\data_overview_mod.pdf -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmtt10.tfm -INPUT .\Settup.pdf -INPUT Settup.pdf -INPUT .\Settup.pdf -INPUT .\Settup.pdf -INPUT .\Settup.pdf -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\jknappen\ec\tcrm1000.tfm -INPUT .\flowchart.pdf -INPUT flowchart.pdf -INPUT .\flowchart.pdf -INPUT .\flowchart.pdf -INPUT .\flowchart.pdf -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmbx7.tfm -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\tfm\public\cm\cmbx5.tfm -INPUT .\susceptibility1.bbl -INPUT susceptibility1.bbl -INPUT .\susceptibility1.bbl -INPUT susceptibility1.bbl -INPUT .\cells_suscept_high_CV.pdf -INPUT cells_suscept_high_CV.pdf -INPUT .\cells_suscept_high_CV.pdf -INPUT .\cells_suscept_high_CV.pdf -INPUT .\cells_suscept_high_CV.pdf -INPUT .\trialnr.pdf -INPUT trialnr.pdf -INPUT .\trialnr.pdf -INPUT .\trialnr.pdf -INPUT .\trialnr.pdf -INPUT .\susceptibility1.bbl -INPUT susceptibility1.bbl -INPUT .\susceptibility1.bbl -INPUT susceptibility1.bbl -INPUT susceptibility1.aux -INPUT .\susceptibility1.out -INPUT .\susceptibility1.out -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\enc\dvips\cm-super\cm-super-ts1.enc -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmbx10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmbx10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmbx12.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmbx12.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmex10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmex10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmmi10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmmi10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmmi5.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmmi5.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmmi7.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmmi7.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr12.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr12.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr5.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr5.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr7.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmr7.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmss10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmss10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmss8.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmss8.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmss9.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmss9.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmssbx10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmssbx10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmsy10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmsy10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmsy5.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmsy5.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmsy7.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmsy7.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmti10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmti10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmtt10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\cm\cmtt10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\euler\eurm10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\amsfonts\euler\eurm10.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\cm-super\sfrm1000.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\public\cm-super\sfrm1000.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\urw\helvetic\uhvr8a.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\urw\helvetic\uhvr8a.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\urw\helvetic\uhvro8a.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\urw\helvetic\uhvro8a.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\urw\symbol\usyr.pfb -INPUT C:\Users\alexi\AppData\Local\Programs\MiKTeX\fonts\type1\urw\symbol\usyr.pfb diff --git a/susceptibility1.tex.bak b/susceptibility1.tex.bak deleted file mode 100644 index a91a6c0..0000000 --- a/susceptibility1.tex.bak +++ /dev/null @@ -1,939 +0,0 @@ -\documentclass[10pt,letterpaper]{article} - -\title{Weakly nonlinear responses at low intrinsic noise levels in two types of electrosensory primary afferents} - -\author{Alexandra Barayeu\textsuperscript{1}, - Maria Schlungbaum\textsuperscript{2,3}, - Benjamin Lindner\textsuperscript{2,3}, - Jan Benda\textsuperscript{1, 4} - Jan Grewe\textsuperscript{1, $\dagger$}} - -\date{\normalsize - \textsuperscript{1} Institute for Neurobiology, Eberhard Karls Universit\"at T\"ubingen, Germany\\ - \textsuperscript{2} Bernstein Center for Computational Neuroscience Berlin, Berlin, Germany\\ - \textsuperscript{3} Department of Physics, Humboldt University Berlin, Berlin, Germany\\ - \textsuperscript{4} Bernstein Center for Computational Neuroscience Tübingen, Germany\\ - \textsuperscript{$\dagger$} corresponding author: \url{jan.grewe@uni-tuebingen.de}} - -\newcommand{\runningtitle}{} - -%%%%% overall style %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -% number the lines: -\newcommand{\setlinenumbers}{false} - -% use double spacing: -\newcommand{\setdoublespacing}{false} - -% show authors: -\newcommand{\showauthors}{true} - -% show keywords: -\newcommand{\showkeywords}{true} - -% show author contributions: -\newcommand{\showcontributions}{true} - -% figures and captions at end: -\newcommand{\figsatend}{false} - -% remove images from figures: -\newcommand{\nofigs}{false} - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%%%%% line numbering, spacing, authors, keywords %%%%%%%%%%%%%%%%%%%%%%%%%%%% -\usepackage{ifthen} - -\usepackage[nointegrals]{wasysym} - -\ifthenelse{\boolean{\setlinenumbers}}{% -\usepackage{lineno}\linenumbers}% -{\newenvironment{linenomath}{}{}} - -\ifthenelse{\boolean{\setdoublespacing}}{% -\usepackage{setspace}\doublespacing}{} - -\ifthenelse{\boolean{\showauthors}}{}{\author{}\date{}} - -\usepackage[inline]{enumitem} -\newenvironment{keywords}% -{\paragraph{Keywords}\begin{itemize*}[label={},itemjoin={~$|$\ },afterlabel={}]}% -{\end{itemize*}\par} -\usepackage{comment} -\ifthenelse{\boolean{\showkeywords}}{}{\excludecomment{keywords}} - -\newenvironment{contributions}{\section{Author contributions}}{\par} -\ifthenelse{\boolean{\showcontributions}}{}{\excludecomment{contributions}} - - -%%%%% page style %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\usepackage[left=25mm,right=25mm,top=25mm,bottom=25mm]{geometry} -\pagestyle{myheadings} -\markright{\runningtitle} - -%%%%% language %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\usepackage[english]{babel} - -%%%%% fonts %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%\usepackage{pslatex} % nice font for pdf file - -%%%%% section style %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\usepackage[sf,bf,it,big,clearempty]{titlesec} -\usepackage{titling} -\renewcommand{\maketitlehooka}{\sffamily\bfseries} -\renewcommand{\maketitlehookb}{\rmfamily\mdseries} -\setcounter{secnumdepth}{-1} - -%%%%% math %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\usepackage{amsmath} -%\usepackage{lualatex-math} - -\usepackage{iftex} - -% LuaTeX-spezifischen Code nur ausführen, wenn LuaTeX verwendet wird -\ifluatex - \usepackage{lualatex-math} -\fi - -%%%%% units %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\usepackage[mediumspace,mediumqspace,Gray]{SIunits} % \ohm, \micro - -%%%%% graphics %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\usepackage{xcolor} -%\pagecolor{white} -\usepackage{graphicx} -\usepackage{tabularx} -\newcommand{\trh}{\rule[-1ex]{0pt}{3.5ex}} -\newcommand{\trt}{\rule{0pt}{2.5ex}} - -\newcolumntype{L}[1]{>{\raggedright\let\newline\\\arraybackslash\hspace{0pt}}m{#1}} -\newcolumntype{C}[1]{>{\centering\let\newline\\\arraybackslash\hspace{0pt}}m{#1}} -\newcolumntype{R}[1]{>{\raggedleft\let\newline\\\arraybackslash\hspace{0pt}}m{#1}} - -%%%%% figures %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -% captions: -\ifthenelse{\boolean{\setdoublespacing}}{% -\usepackage[format=plain,singlelinecheck=off,labelfont=bf,font={small,sf,doublespacing}]{caption}}% -{\usepackage[format=plain,singlelinecheck=off,labelfont=bf,font={small,sf}]{caption}} - -% put caption on separate float: -\newcommand{\breakfloat}{\end{figure}\begin{figure}[t]} - -% references to panels of a figure within the caption: -\newcommand{\figitem}[2][]{\ifthenelse{\equal{#1}{}}{\textsf{\bfseries #2}}{\textsf{\bfseries #2}}$_{\sf #1}$} -% references to panels of a figure within the text: -\newcommand{\panel}[2][]{\ifthenelse{\equal{#1}{}}{\textsf{#2}}{\textsf{#2}$_{\sf #1}$}} -% references to figures: -\newcommand{\fref}[1]{\textup{\ref{#1}}} -\newcommand{\subfref}[2]{\textup{\ref{#1}}\,\panel{#2}} -% references to figures in normal text: -\newcommand{\fig}{fig.} -\newcommand{\Fig}{Fig.} -\newcommand{\figs}{figs.} -\newcommand{\Figs}{Figs.} -\newcommand{\figref}[1]{\fig~\fref{#1}} -\newcommand{\Figref}[1]{\Fig~\fref{#1}} -\newcommand{\figsref}[1]{\figs~\fref{#1}} -\newcommand{\Figsref}[1]{\Figs~\fref{#1}} -\newcommand{\subfigref}[2]{\fig~\subfref{#1}{#2}} -\newcommand{\Subfigref}[2]{\Fig~\subfref{#1}{#2}} -\newcommand{\subfigsref}[2]{\figs~\subfref{#1}{#2}} -\newcommand{\Subfigsref}[2]{\Figs~\subfref{#1}{#2}} -% references to figures within brackets: -\newcommand{\figb}{fig.} -\newcommand{\Figb}{Fig.} -\newcommand{\figsb}{figs.} -\newcommand{\Figsb}{Figs.} -\newcommand{\figrefb}[1]{\figb~\fref{#1}} -\newcommand{\Figrefb}[1]{\Figb~\fref{#1}} -\newcommand{\figsrefb}[1]{\figsb~\fref{#1}} -\newcommand{\Figsrefb}[1]{\Figsb~\fref{#1}} -\newcommand{\subfigrefb}[2]{\figb~\subfref{#1}{#2}} -\newcommand{\Subfigrefb}[2]{\Figb~\subfref{#1}{#2}} -\newcommand{\subfigsrefb}[2]{\figsb~\subfref{#1}{#2}} -\newcommand{\Subfigsrefb}[2]{\Figsb~\subfref{#1}{#2}} - -% figure placement: -\ifthenelse{\boolean{\figsatend}}{% -\setcounter{topnumber}{10}% -\setcounter{totalnumber}{10}% -\renewcommand{\textfraction}{0.0}% -\renewcommand{\topfraction}{1.0}% -\renewcommand{\floatpagefraction}{0.0}% -\usepackage[nolists,markers,figuresonly]{endfloat}% -\ifthenelse{\boolean{\nofigs}}{\renewcommand{\efloatseparator}{\mbox{}}}{}% -\newcommand{\figurecaptions}{\pagestyle{empty}\clearpage\processdelayedfloats\renewcommand{\figureplace}{}}}% -{\setcounter{topnumber}{1}% -\setcounter{totalnumber}{2}% -\renewcommand{\textfraction}{0.2}% -\renewcommand{\topfraction}{0.8}% -\renewcommand{\floatpagefraction}{0.7}% -\newcommand{\figurecaptions}{}% -} -\newcommand*{\captionc}[1]{\captionof{figure}{#1}} - -% no images in figures: -\ifthenelse{\boolean{\nofigs}}{% -\newcommand{\showfigure}[1]{}}% -{\newcommand{\showfigure}[1]{#1}} - -% bibliography ---------------------------------- -\usepackage[round,colon]{natbib} -\renewcommand{\bibsection}{\section{References}} -\setlength{\bibsep}{0pt} -\setlength{\bibhang}{1.5em} -\bibliographystyle{jneurosci} - -\usepackage[breaklinks=true,colorlinks=true,citecolor=blue!30!black,urlcolor=blue!30!black,linkcolor=blue!30!black]{hyperref} - -%%%%% tables %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% references to tables: -\newcommand{\tref}[1]{\textup{\ref{#1}}} -% references to tables in normal text: -\newcommand{\tab}{Tab.} -\newcommand{\Tab}{Table} -\newcommand{\tabs}{Tabs.} -\newcommand{\Tabs}{Tables} -\newcommand{\tabref}[1]{\tab~\tref{#1}} -\newcommand{\Tabref}[1]{\Tab~\tref{#1}} -\newcommand{\tabsref}[1]{\tabs~\tref{#1}} -\newcommand{\Tabsref}[1]{\Tabs~\tref{#1}} -% references to tables within the bracketed text: -\newcommand{\tabb}{Tab.} -\newcommand{\tabsb}{Tab.} -\newcommand{\tabrefb}[1]{\tabb~\tref{#1}} -\newcommand{\tabsrefb}[1]{\tabsb~\tref{#1}} - -%%%%% equation references %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\renewcommand{\eqref}[1]{(\ref{#1})} -\newcommand{\eref}[1]{\ref{#1}} -\newcommand{\eqn}{Eq} -\newcommand{\Eqn}{Eq} -\newcommand{\eqns}{Eqs} -\newcommand{\Eqns}{Eqs} -\newcommand{\Eqnref}[1]{\Eqn~\eqref{#1}} -\newcommand{\Eqnsref}[1]{\Eqns~\eqref{#1}} - -%%%%% species names %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\newcommand{\Lepto}{\emph{Apteronotus leptorhynchus}} -\newcommand{\lepto}{\emph{A. leptorhynchus}} -\newcommand{\Eigen}{\emph{Eigenmannia virescens}} -\newcommand{\eigen}{\emph{E. virescens}} - -%%%%% notes %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\newcommand{\note}[2][]{\textbf{[#1: #2]}} -%\newcommand{\note}[2][]{} -\newcommand{\notejb}[1]{\note[JB]{#1}} -\newcommand{\notejg}[1]{\note[JG]{#1}} -\newcommand{\notesr}[1]{\note[SR]{#1}} -\newcommand{\noteab}[1]{\note[AB]{#1}} -\newcommand{\notebl}[1]{\note[BL]{#1}} -\newcommand{\notems}[1]{\note[MS]{#1}} - -%%%%% new commands %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\newcommand{\fstim}{\ensuremath{f_{\rm{stim}}}} -\newcommand{\feod}{\ensuremath{f_{\rm{EOD}}}} -\newcommand{\feodsolid}{\ensuremath{f_{\rm{EOD}}}} -\newcommand{\feodhalf}{\ensuremath{f_{\rm{EOD}}/2}} -\newcommand{\fbase}{\ensuremath{f_{\rm{base}}}} -\newcommand{\fbasesolid}{\ensuremath{f_{\rm{base}}}} -\newcommand{\fstimintro}{\ensuremath{\rm{EOD}_{2}}} -\newcommand{\feodintro}{\ensuremath{\rm{EOD}_{1}}} -\newcommand{\ffstimintro}{\ensuremath{f_{2}}} -\newcommand{\ffeodintro}{\ensuremath{f_{1}}} - -\newcommand{\carrierinput}{\ensuremath{y(t)}} - - -\newcommand{\baseval}{134} -\newcommand{\bone}{$\Delta f_{1}$} -\newcommand{\btwo}{$\Delta f_{2}$} -\newcommand{\fone}{$f_{1}$} -\newcommand{\ftwo}{$f_{2}$} -\newcommand{\ff}{$f_{1}$--$f_{2}$} -\newcommand{\auc}{\rm{AUC}} - -\newcommand{\n}{\ensuremath{N}} -\newcommand{\bvary}{\ensuremath{\Delta f_{1}}} -\newcommand{\avary}{\ensuremath{A(\Delta f_{1})}} -\newcommand{\afvary}{\ensuremath{A(f_{1})}} -\newcommand{\avaryc}{\ensuremath{A(c_{1})}} -\newcommand{\cvary}{\ensuremath{c_{1}}} -\newcommand{\fvary}{\ensuremath{f_{1}}} - -\newcommand{\bstable}{\ensuremath{\Delta f_{2}}} -\newcommand{\astable}{\ensuremath{A(\Delta f_{2})}} -\newcommand{\astablec}{\ensuremath{A(c_{2})}} -\newcommand{\cstable}{\ensuremath{c_{2}}} -\newcommand{\fstable}{\ensuremath{f_{2}}} - -\newcommand{\aeod}{\ensuremath{A(f_{\rm{EOD}})}} -\newcommand{\fbasecorrsolid}{\ensuremath{f_{\rm{BaseCorrected}}}} -\newcommand{\fbasecorr}{\ensuremath{f_{\rm{BaseCorrected}}}} -\newcommand{\ffall}{$f_{\rm{EOD}}$\&$f_{1}$\&$f_{2}$} -\newcommand{\ffvary}{$f_{\rm{EOD}}$\&$f_{1}$}%sum -\newcommand{\ffstable}{$f_{\rm{EOD}}$\&$f_{2}$}%sum -\newcommand{\colstableone}{blue}%sum -\newcommand{\colstabletwo}{cyan}%sum -\newcommand{\colvaryone}{brown}%sum -\newcommand{\colvarytwo}{red}%sum -\newcommand{\colstableoneb}{Blue}%sum -\newcommand{\colstabletwob}{Cyan}%sum -\newcommand{\colvaryoneb}{Brown}%sum Brown -\newcommand{\colvarytwob}{Red}%sum -\newcommand{\resp}{$A(f)$}%sum %\Delta -\newcommand{\respb}{$A(\Delta f)$}%sum %\Delta - -\newcommand{\rocf}{98}%sum %\Delta -\newcommand{\roci}{36}%sum %\Delta - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Beat combinations -\newcommand{\boneabs}{\ensuremath{|\Delta f_{1}|}}%sum -\newcommand{\btwoabs}{\ensuremath{|\Delta f_{2}|}}%sum -%\newcommand{\bsum}{\ensuremath{|\boneabs{} + \btwoabs{}|}}%sum -\newcommand{\bsum}{\ensuremath{\boneabs{} + \btwoabs{}}}%sum -\newcommand{\bdiff}{\ensuremath{|\boneabs{} - \btwoabs{}|}}%diff of both beat frequencies - - -\newcommand{\signalnoise}{$s_\xi(t)$}%su\right m - -\newcommand{\bsumb}{$\bsum{}=\fbase{}$}%su\right m -\newcommand{\btwob}{$\Delta f_{2}=\fbase{}$}%sum -\newcommand{\boneb}{$\Delta f_{1}=\fbase{}$}%sum -\newcommand{\bsumbtwo}{$\bsum{}=2 \fbase{}$}%sum -\newcommand{\bsumbc}{$\bsum{}=\fbasecorr{}$}%sum -\newcommand{\bsume}{$\bsum{}=\feod{}$}%sum -\newcommand{\bsumehalf}{$\bsum{}=\feod{}/2$}%sum -\newcommand{\bdiffb}{$\bdiff{}=\fbase{}$}%diff of both beat frequencies -\newcommand{\bdiffbc}{$\bdiff{}=\fbasecorr{}$}%diff of both beat frequencies -\newcommand{\bdiffe}{$\bdiff{}=\feod{}$}%diff of both -\newcommand{\bdiffehalf}{$\bdiff{}=\feod{}/2$}%diff of both -%beat frequencies - -%%%%%%%%%%%%%%%%%%%%%%% Frequency combinations -\newcommand{\fsum}{\ensuremath{f_{1} + f_{2}}}%sum -\newcommand{\fdiff}{\ensuremath{|f_{1}-f_{2}|}}%diff of - -\newcommand{\fsumb}{$\fsum=\fbase{}$}%su\right m -\newcommand{\ftwob}{$f_{2}=\fbase{}$}%sum -\newcommand{\foneb}{$f_{1}=\fbase{}$}%sum -\newcommand{\ftwobc}{$f_{2}=\fbasecorr{}$}%sum -\newcommand{\fonebc}{$f_{1}=\fbasecorr{}$}%sum -\newcommand{\fsumbtwo}{$\fsum{}=2 \fbase{}$}%sum -\newcommand{\fsumbc}{$\fsum{}=\fbasecorr{}$}%sum -\newcommand{\fsume}{$\fsum{}=\feod{}$}%sum -\newcommand{\fsumehalf}{$\fsum{}=\feod{}/2$}%sum -\newcommand{\fdiffb}{$\fdiff{}=\fbase{}$}%diff of both beat frequencies -\newcommand{\fdiffbc}{$\fdiff{}=\fbasecorr{}$}%diff of both beat frequencies -\newcommand{\fdiffe}{$\fdiff{}=\feod{}$}%diff of both -\newcommand{\fdiffehalf}{$\fdiff{}=\feod{}/2$}%diff of both - -\newcommand{\fctwo}{\ensuremath{f_{\rm{Female}}}}%sum -\newcommand{\fcone}{\ensuremath{f_{\rm{Intruder}}}}%sum -\newcommand{\bctwo}{\ensuremath{\Delta \fctwo{}}}%sum -\newcommand{\bcone}{\ensuremath{\Delta \fcone{}}}%sum -\newcommand{\bcsum}{\ensuremath{|\bctwo{}| + |\bcone{}|}}%sum -\newcommand{\abcsumabbr}{\ensuremath{A(\Delta f_{\rm{Sum}})}}%sum -\newcommand{\abcsum}{\ensuremath{A(\bcsum{})}}%sum - -\newcommand{\abcone}{\ensuremath{A(\bcone{})}}%sum - -\newcommand{\bctwoshort}{\ensuremath{\Delta f_{F}}}%sum -\newcommand{\bconeshort}{\ensuremath{\Delta f_{I}}}%sum -\newcommand{\bcsumshort}{\ensuremath{|\bctwoshort{} + \bconeshort{}|}}%sum -\newcommand{\abcsumshort}{\ensuremath{A(\bcsumshort{})}}%sum -\newcommand{\abconeshort}{\ensuremath{A(|\bconeshort{}|)}}%sum - -\newcommand{\abcsumb}{\ensuremath{A(\bcsum{})=\fbasesolid{}}}%sum -\newcommand{\bcdiff}{\ensuremath{||\bctwo{}| - |\bcone{}||}}%diff of both beat frequencies - -\newcommand{\bcsumb}{\ensuremath{\bcsum{} =\fbasesolid{}}}%su\right m -\newcommand{\bcsumbn}{\ensuremath{\bcsum{} \neq \fbasesolid{}}}%su\right m -\newcommand{\bctwob}{\ensuremath{\bctwo{} =\fbasesolid{}}}%sum -\newcommand{\bconeb}{\ensuremath{\bcone{} =\fbasesolid{}}}%sum -\newcommand{\bcsumbtwo}{\ensuremath{\bcsum{}=2 \fbasesolid{}}}%sum -\newcommand{\bcsumbc}{\ensuremath{\bcsum{}=\fbasecorr{}}}%sum -\newcommand{\bcsume}{\ensuremath{\bcsum{}=f_{\rm{EOD}}}}%sum -\newcommand{\bcsumehalf}{\ensuremath{\bcsum{}=f_{\rm{EOD}}/2}}%sum - -\newcommand{\bcdiffb}{\ensuremath{\bcdiff{}=\fbasesolid{}}}%diff of both beat frequencies -\newcommand{\bcdiffbc}{\ensuremath{\bcdiff{}=\fbasecorr{}}}%diff of both beat frequencies -\newcommand{\bcdiffe}{\ensuremath{\bcdif{}f=f_{\rm{EOD}}}}%diff of both -\newcommand{\bcdiffehalf}{\ensuremath{\bcdiff{}=f_{\rm{EOD}}/2}}%diff of both - -\newcommand{\burstcorr}{\ensuremath{{Corrected}}} -\newcommand{\cvbasecorr}{CV\ensuremath{_{BaseCorrected}}} -\newcommand{\cv}{CV\ensuremath{_{Base}}}%\cvbasecorr{} -\newcommand{\nli}{PNL\ensuremath{(\fbase{})}}%Fr$_{Burst}$ -\newcommand{\nlicorr}{PNL\ensuremath{(\fbasecorr{}})}%Fr$_{Burst}$ -\newcommand{\suscept}{$|\chi_{2}|$} -\newcommand{\susceptf}{$|\chi_{2}|(f_1, f_2)$} -\newcommand{\frcolor}{pink lines} - -\newcommand{\rec}{\ensuremath{\rm{R}}}%{\ensuremath{con_{R}}} -\newcommand{\rif}{\ensuremath{\rm{RIF}}} -\newcommand{\ri}{\ensuremath{\rm{RI}}}%sum -\newcommand{\rf}{\ensuremath{\rm{RF}}}%sum -\newcommand{\withfemale}{\rm{ROC}\ensuremath{\rm{_{Female}}}}%sum \textit{ -\newcommand{\wofemale}{\rm{ROC}\ensuremath{\rm{_{NoFemale}}}}%sum -\newcommand{\dwithfemale}{\rm{\ensuremath{\auc_{Female}}}}%sum CV\ensuremath{_{BaseCorrected}} -\newcommand{\dwofemale}{\rm{\ensuremath{\auc_{NoFemale}}}}%sum -\newcommand{\fp}{\ensuremath{\rm{FP}}}%sum -\newcommand{\cd}{\ensuremath{\rm{CD}}}%sum - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\begin{document} - -\maketitle - -%\paragraph{Short title:} -%\paragraph{Corresponding author:}Jan Grewe, E-mail: jan.grewe@uni-tuebingen.de -%\paragraph{Conflict of interest:}The authors declare no conflict of interest. -%\paragraph{Author Contributions:} All authors designed the study and discussed the results. AB performed the data analyses and modeling, AB and JG drafted the paper, all authors discussed and revised the manuscript. - -\paragraph{Keywords:} population coding $|$ conduction delay $|$ heterogeneity $|$ electric fish $|$ mutual information - - -% Please keep the abstract below 300 words -\section{Abstract} -Neuronal processing is inherently nonlinear --- spiking thresholds or rectification in synapses are central to neuronal computations. Nevertheless, linear response theory has been instrumental in understanding, for example, the impact of noise or synchronous spikes on signal transmission, or the emergence of oscillatory activity. At higher signal-to-noise ratios, however, the third term in the Volterra series becomes relevant. This second-order susceptibility captures nonlinear interactions between pairs of stimulus frequencies. Theoretical results for leaky integrate-and-fire neurons suggest strong responses at the sum of two input frequencies only when these frequencies or their sum match the neuron's baseline firing rate. We here analyze second-order susceptibilities in two types of primary electroreceptor afferents, P-units of the active and ampullary cells of the passive electrosensory system of the wave-type electric fish \textit{Apteronotus leptorhynchus}. In our combined experimental and modeling approach we find the predicted weakly nonlinear responses in some P-units with very low baseline interspike-interval variability and much stronger in all ampullary cells, which are less noisy than P-units. Such nonlinear responses boost responses to weak sinusoidal stimuli and are therefore of immediate relevance for wave-type electric fish that are exposed to superpositions of many frequencies in social contexts. - -% Please keep the Author Summary between 150 and 200 words -% Use the first person. PLOS ONE authors please skip this step. -% Author Summary not valid for PLOS ONE submissions. -%\section{Author summary} -%Weakly electric fish use their self-generated electric field to detect a wide range of behaviorally relevant stimuli. Intriguingly, they show detection performances of stimuli that are (i) extremely weak and (ii) occur in the background of strong foreground signals, reminiscent of what is often described as the cocktail party problem. Such performances are achieved by boosting the signal detection through nonlinear mechanisms. We here analyze nonlinear encoding in two different populations of primary electrosensory afferents of the weakly electric fish. We derive the rules under which nonlinear effects can be observed in both electrosensory subsystems. In a combined experimental and modeling approach we generalize the approach of nonlinear susceptibility to systems that respond to amplitude modulations of a carrier signal. - - -\section{Introduction} - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{plot_chi2.pdf} - \caption{\label{fig:lifresponse} First- (linear) and second-order response functions of the leaky integrate-and-fire model. \figitem{A} Magnitude of the first-order response function $|\chi_1(f_1)|$, also known as ``gain'' quantifies the response amplitude relative to the stimulus amplitude, both measured at the stimulus frequency. \figitem{B} Magnitude of the second-order response function $|\chi_2(f_1, f_2)|$ quantifies the response at the sum of two stimulus frequencies. For linear systems, the second-order response function is zero, because linear systems do not create new frequencies and thus there is no response at the summed frequencies. The plots show the analytical solutions from \citep{Lindner2001} and \citep{Voronenko2017} with $\mu = 1.1$ and $D = 0.001$.} -\end{figure*} - -Nonlinear processes are key to neuronal information processing. Decision-making is a fundamentally nonlinear process on the systemic level. On the cellular level, spiking neurons are inherently nonlinear: whether an action potential is elicited depends on the membrane potential to exceed a threshold \citep{Hodgkin1952, Koch1995}. Because of such nonlinearities, understanding and predicting neuronal responses to sensory stimuli is in general a difficult task. - -At the heart of nonlinear system identification is the Volterra series \citep{Rieke1999}. Second-order kernels have been used to predict firing rate responses of catfish retinal ganglion cells \citep{Marmarelis1972}. -In the frequency domain, second-order kernels are known as second-order response functions or susceptibilities. They quantify the amplitude of the response at the sum and difference of two stimulus frequencies. Adding also third-order kernels, spike trains of spider mechanoreceptors have been predicted from sensory stimuli \citep{French2001}. The nonlinear nature of Y cells in contrast to the more linear responses of X cells in cat retinal ganglion cells has been demonstrated using second-order kernels \citep{Victor1977}. Interactions between different frequencies in the response of neurons in visual cortices of cats and monkeys have been studied using bispectra, the crucial constituent of the second-order susceptibility \citep{Schanze1997}. Locking of chinchilla auditory nerve fibers to pure tone stimuli is captured by second-order kernels \citep{Temchin2005}. In paddlefish ampullary afferents, bursting in response to strong, natural sensory stimuli boosts nonlinear responses in the bicoherence, the bispectrum normalized by stimulus and response spectra \citep{Neiman2011}. - -Noise linearizes nonlinear systems \citep{Yu1989, Chialvo1997} and therefore noisy neural systems can be well described by linear response theory in the limit of small stimulus amplitudes \citep{Roddey2000, Doiron2004, Rocha2007, Sharafi2013}. When increasing stimulus amplitude, at first the contribution of the second-order kernel of the Volterra series becomes relevant in addition to the linear one. For these weakly nonlinear responses of leaky-integrate-and-fire (LIF) neurons, an analytical expression for the second-order susceptibility has been derived \citep{Voronenko2017} in addition to its linear response function \citep{Lindner2001}. In the superthreshold regime, where the LIF generates a baseline firing rate in the absence of an external stimulus, the linear response function has a peak at the baseline firing rate and its harmonics (\subfigrefb{fig:lifresponse}{A}) and the second-order susceptibility shows very distinct ridges of elevated nonlinear responses, exactly where two stimulus frequencies equal or add up to the neuron's baseline firing rate (\subfigrefb{fig:lifresponse}{B}). In experimental data, such structures in the second-order susceptibility have not been reported yet. - -Here we study weakly nonlinear responses in two electrosensory systems in the wave-type electric fish \textit{Apteronotus leptorhynchus}. These fish generate a quasi-sinusoidal dipolar electric field (electric organ discharge, EOD). In communication contexts \citep{Walz2014, Henninger2018} the EODs of close-by fish superimpose and lead to amplitude modulations (AMs), called beats (two-fish interaction), and modulations of beats, called envelopes (multiple-fish interaction) \citep{Yu2005, Fotowat2013}. Therefore, stimuli with multiple distinct frequencies are part of the everyday life of wave-type electric fish \citep{Benda2020} and interactions of these frequencies in the electrosensory periphery are to be expected. P-type electroreceptor afferents of the tuberous electrosensory system, the P-units, use nonlinearities to extract and encode these AMs in their time-dependent firing rates \citep{Bastian1981a, Walz2014, Middleton2006, Stamper2012Envelope, Savard2011, Barayeu2023}. P-units are heterogeneous in their baseline firing rates as well as in their intrinsic noise levels, as quantified by the coefficient of variation (CV) of the interspike intervals (ISI) \citep{Grewe2017, Hladnik2023}. Low-CV P-units have a less noisy firing pattern that is closer to pacemaker firing, whereas high-CV P-units show a more irregular firing pattern that is closer to a Poisson process. On the other hand, ampullary cells of the passive electrosensory system are homogeneous in their response properties and have very low CVs \citep{Grewe2017}. - -Field observations have shown that courting males were able to react to distant intruder males despite the strong EOD of the nearby female \citep{Henninger2018}. Weakly nonlinear responses are of direct relevance in this setting since they could boost responses to the faint signal of the distant intruder and thus improve detection \citep{Schlungbaum2023}. - - - -%\notejb{in Voronenko they talk about second-order response functions and not of susceptibilities}\notesr{Ja das ist wahr, aber so wie ich das verstehe sind das synonyme, oder etwa nicht?} - - - -\section{Results} - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{motivation.pdf} - \caption{\label{fig:motivation} Nonlinearity in an electrophysiologically recorded P-unit of \lepto{} in a three-fish setting (cell identifier ``2021-08-03-ac"). Receiver with EOD frequency $\feod{} =664$\,Hz encounters fish with EOD frequencies $f_{1}=631$\,Hz and $f_{2}=797$\,Hz. Both encountered fish lead to a beat contrast of 10\,\%. Top: Scheme of a nonlinear system. Second row: Interference of the receiver EOD with the EODs of other fish. Third row: Spike trains of the P-unit. Fourth row: Firing rate, retrieved as the convolution of the spike trains with a Gaussian kernel ($\sigma = 1$\,ms). Bottom row: Power spectrum of the firing rate. \figitem{A} Baseline condition: Only the receiver is present. The baseline firing rate \fbase{} dominates the power spectrum of the firing rate. \figitem{B} The receiver and the fish with EOD frequency $f_{1}=631$\,Hz are present. \figitem{C} The receiver and the fish with EOD frequency $f_{2}=797$\,Hz are present. \figitem{D} All three fish with the EOD frequencies \feod{}, $f_{1}$ and $f_{2}$ are present. Nonlinear peaks occur at the sum and difference of the two beat frequencies in the power spectrum of the firing rate. - } -\end{figure*} - -Theoretical work on leaky integrate-and-fire and conductance-based models suggests a distinct structure of the second-order response function for neurons with low levels of intrinsic noise driven in the super-threshold regime with low stimulus amplitudes (\figrefb{fig:lifresponse}, \citealp{Voronenko2017}). Here, we re-analyze a large set of recordings of P-units and ampullary cells of the active and passive electrosensory systems of the brown ghost knifefish \textit{Apteronotus leptorhynchus} together with simulations of LIF-based models of P-unit spiking to search for such weakly nonlinear responses in real neurons. We start with a few example P-units to demonstrate the basic concepts. - - -\subsection{Nonlinear responses in P-units stimulated with two beat frequencies} - - - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{nonlin_regime.pdf} - \caption{\label{fig:nonlin_regime} Nonlinear response of a model P-unit to increasing beat amplitudes in a three-fish or two-beat setting. The model used has the cell identifier 2013-01-08-aa (table~\ref{modelparams}). \figitem{A--D}. Top -- stimulus consisting of two beats, with different contrasts. The beat frequencies are 30\,Hz (\bone{}) and 130\,Hz (\btwo{}). \btwo{} is equal to the baseline firing rate \fbase{}. The contrasts of both beats are equal in a panel, and increase from \panel{A} to \panel{D}. Middle -- spike response of the model P-unit to the stimulus above. Bottom -- power spectrum of the firing rate of this P-unit model. Nonlinear effects at \bsum{} (orange marker) in the power spectrum of the P-unit firing rate increase for intermediate contrasts (\panel{B}), decrease for stronger contrasts (\panel{C}) and again increase for very strong contrasts (\panel{D}). \figitem{E} Amplitude of the linear (\bone{}, \btwo{}) and nonlinear (\bdiff{}, \bsum{}) responses of the model P-units plotted for increasing beat contrasts (contrasts increase equally for both beats). } -\end{figure*} - - -Without any external stimulation, a P-unit fires action potentials at a spontaneous baseline rate \fbase{} to the fish's own EOD of frequency \feod{}. Accordingly, a peak at \fbase{} is present in the power spectrum of this baseline activity (\subfigrefb{fig:motivation}{A}). Superposition of the receiver's EOD with an EOD of another fish with frequency $f_1$ results in a beat, a periodic amplitude modulation of the receiver's EOD. The frequency of the beat is given by the difference frequency $\Delta f_1 = f_1 - \feod$ between the two fish. P-units encode this beat in their firing rate \citep{Bastian1981a, Barayeu2023} and consequently, a peak at this beat frequency appears the the power spectrum of the response (\subfigrefb{fig:motivation}{B}). A second peak at the first harmonic indicates a nonlinear response that here is easily identified by the clipping of the P-unit's firing rate at zero. Pairing the fish with another fish with a higher beat frequency $\Delta f_2 = f_2 - \feod$ results in a weaker response with a single peak in the response power spectrum (\subfigrefb{fig:motivation}{C}). Note that $\Delta f_2$ has been chosen to match the P-unit's baseline firing rate. - - -When stimulating the fish with both frequencies, additional peaks appear in the response power spectrum at the sum \bsum{} and the difference frequency \bdiff{} (\subfigrefb{fig:motivation}{D}). Thus, the response is not equal to the sum of the responses to the two beats presented separately. These peaks at the sum and the difference of the two stimulus frequencies are a hallmark of nonlinear interactions that by definition are absent in linear systems. - - -The beat stimuli in the example were strong and partially revealed saturating nonlinearities of the P-units. For weakly nonlinear responses we need to use stimuli of much lower amplitudes. - - -The response of a P-unit to varying beat amplitudes can be modeled by a leaky-integrate-and-fire (LIF) model, fitted to the baseline firing properties an electrophysiologically measured P-unit. In the chosen P-unit model nonlinear peaks (orange marker) appear for intermediate beat contrasts (\subfigrefb{fig:motivation}{B}), decrease for stronger contrasts (\subfigrefb{fig:motivation}{C}) and again emerges for very strong beat contrasts (\subfigrefb{fig:motivation}{D}). Thus two regimes of nonlinearity can be observed for intermediate and strong beat amplitudes (\subfigrefb{fig:motivation}{E}). - -For this example, we have chosen two specific stimulus (beat) frequencies. For a full characterization of the nonlinear responses, we need to measure the response of the P-units to many different combinations of stimulus frequencies. - - - - - -\subsection{Nonlinear signal transmission in low-CV P-units} -Weakly nonlinear responses are expected in cells with sufficiently low intrinsic noise levels, i.e. low baseline CVs \citep{Voronenko2017}. P-units fire action potentials probabilistically phase-locked to the self-generated EOD \citep{Bastian1981a}. Skipping of EOD cycles leads to the characteristic multimodal ISI distribution with maxima at integer multiples of the EOD period (\subfigrefb{fig:cells_suscept}{A}). In this example, the baseline ISI distribution has a CV$_{\text{base}}$ of 0.2, which is at the lower end of the P-unit population \citep{Hladnik2023}. Spectral analysis of the baseline activity shows two major peaks: the first is located at the baseline firing rate \fbase, the second is located at the discharge frequency \feod{} of the electric organ and is flanked by two smaller peaks at $\feod \pm \fbase{}$ (\subfigref{fig:cells_suscept}{B}). - - -\begin{figure*}[t] -\includegraphics[width=\columnwidth]{cells_suscept.pdf} -\caption{\label{fig:cells_suscept} Linear and nonlinear stimulus encoding in a low-CV P-unit (cell identifier ``2010-06-21-ai"). \figitem{A} Interspike interval (ISI) distribution of the cell's baseline activity, i.e. the cell is driven only by the unperturbed own electric field. The low CV of the ISIs indicates quite regular firing. \figitem{B} Power spectral density of the baseline response with peaks at the cell's baseline firing rate \fbase{} and the fish's EOD frequency \feod{}. \figitem{C} Random amplitude modulation stimulus (top, with cutoff frequency of 300\,Hz) and evoked responses (spike raster, bottom) of the same P-unit. The stimulus contrast (right) measures the strength of the AM. \figitem{D} Gain of the transfer function (first-order susceptibility), \Eqnref{linearencoding_methods}, computed from the responses to 10\,\% (light purple) and 20\,\% contrast (dark purple) RAM stimulation of 10\,s duration. \figitem{E, F} Absolute value of the second-order susceptibility, \Eqnref{eq:susceptibility}, for both the low and high stimulus contrast. Pink triangles mark vertical, horizontal, and diagonal lines where \fone, \ftwo{} or \fsum{} are equal to \fbase{}. \figitem{G} Second-order susceptibilities projected onto the diagonal (means of all anti-diagonals of the matrices shown in \panel{E, F}). Dots mark \fbase{}, horizontal dashed lines mark medians of the projected susceptibilities.} -\end{figure*} - -Noise stimuli, here random amplitude modulations (RAM) of the EOD (\subfigref{fig:cells_suscept}{C}, top trace, red line), are commonly used to characterize stimulus-driven responses of sensory neurons using transfer functions (first-order susceptibility), spike-triggered averages, or stimulus-response coherences. Here, we additionally estimate the second-order susceptibility to quantify nonlinear encoding. P-unit spikes align more or less clearly with fluctuations in the RAM stimulus. A higher stimulus intensity, here a higher contrast of the RAM relative to the EOD amplitude (see methods), entrains the P-unit response more clearly (light and dark purple for low and high contrast stimuli, \subfigrefb{fig:cells_suscept}{C}). Linear encoding, quantified by the transfer function \Eqnref{linearencoding_methods}, is similar for the two RAM contrasts in this low-CV P-unit (\subfigrefb{fig:cells_suscept}{D}), as expected for a linear system. The first-order susceptibility is low for low frequencies, peaks in the range below 100\,Hz and then falls off again% \notejb{Cite Moe paper?}. - -The second-order susceptibility, \Eqnref{eq:susceptibility}, quantifies the amplitude and phase of the stimulus-evoked response at the sum \fsum{} for each combination of two stimulus frequencies \fone{} and \ftwo{}. Large values of the second-order susceptibility indicate stimulus-evoked peaks in the response spectrum at the summed frequency that cannot be explained by linear response theory. Similar to the first-order susceptibility, the second-order susceptibility can be estimated directly from the response evoked by a RAM stimulus that simulates the neuron with a whole range of frequencies simultaneously (\subfigsref{fig:cells_suscept}{E, F}). For a LIF driven in the super-threshold regime, theory predicts nonlinear interactions between the two stimulus frequencies, when the two frequencies \fone{} and \ftwo{} or their sum \fsum{} exactly match the neuron's baseline firing rate \fbase{} \citep{Voronenko2017}. Only then, additional stimulus-evoked peaks appear in the spectrum of the spiking response that would show up in the second-order susceptibility as a horizontal, a vertical, and an anti-diagonal line (\subfigrefb{fig:lifresponse}{B}, pink triangle in \subfigsref{fig:cells_suscept}{E, F}). - -For the low-CV P-unit, we observe a band of slightly elevated second-order susceptibility for the low RAM contrast at \fsumb{} (yellowish anti-diagonal between pink edges, \subfigrefb{fig:cells_suscept}{E}). This structure vanishes for the stronger stimulus (\subfigref{fig:cells_suscept}{F}). Further, the overall level of the second-order susceptibility is reduced with increasing stimulus strength. To quantify the structural changes in the susceptibility matrices we projected susceptibility values onto the diagonal by taking the mean over all anti-diagonals (\subfigrefb{fig:cells_suscept}{G}). For the low RAM contrast this projected second-order susceptibility indeed has a small peak at \fbase{} (\subfigrefb{fig:cells_suscept}{G}, dot on top line). For the higher RAM contrast, however, this peak vanishes and the overall level of the second-order susceptibility is reduced (\subfigrefb{fig:cells_suscept}{G}). The reason behind this reduction is that a RAM with a higher contrast is not only a stimulus with an increased amplitude, but also increases the total noise in the system. Increased noise is known to linearize signal transmission \citep{Longtin1993, Chialvo1997, Roddey2000, Voronenko2017} and thus the second-order susceptibility is expected to decrease. - -In contrast, a high-CV P-unit (CV$_{\text{base}}=0.4$) does not exhibit pronounced nonlinearities even at low stimulus contrasts (\figrefb{fig:cells_suscept_high_CV}). - - -\subsection{Ampullary afferents exhibit strong nonlinear interactions} - -\begin{figure*}[t] -\includegraphics[width=\columnwidth]{ampullary.pdf} - \caption{\label{fig:ampullary} Linear and nonlinear stimulus encoding in an ampullary afferent (cell identifier ``2012-04-26-ae"). \figitem{A} Interspike interval (ISI) distribution of the cell's baseline activity. The very low CV of the ISIs indicates almost perfect periodic spiking. \figitem{B} Power spectral density of baseline activity with peaks at the cell's baseline firing rate and its harmonics. \figitem{C} Bad-limited white noise stimulus (top, with a cutoff frequency of 150\,Hz) added to the fish's self-generated electric field and spike raster of the evoked responses (bottom) for two stimulus contrasts as indicated (right). \figitem{D} Gain of the transfer function, \Eqnref{linearencoding_methods}, of the responses to stimulation with 2\,\% (light green) and 20\,\% contrast (dark green) of 10\,s duration. \figitem{E, F} Absolute value of the second-order susceptibility, \Eqnref{eq:susceptibility}, for both stimulus contrasts as indicated. Pink triangles indicate the baseline firing rate. \figitem{G} Projections of the second-order susceptibilities in \panel{E, F} onto the diagonal. } -\end{figure*} - -Irrespective of the CV, neither of the two example P-units shows the complete expected structure of nonlinear interactions. Electric fish possess an additional electrosensory system, the passive or ampullary electrosensory system, that responds to low-frequency exogenous electric stimuli. The population of ampullary afferents is much less heterogeneous, and known for the much lower CVs of their baseline ISIs (CV$_{\text{base}}=0.06$--$0.22$) \citep{Grewe2017}. Ampullary cells do not phase-lock to the EOD and the ISIs are unimodally distributed (\subfigrefb{fig:ampullary}{A}). As a consequence of the high regularity of their baseline spiking activity, the corresponding power spectrum shows distinct peaks at the baseline firing rate \fbase{} and its harmonics. Since the cells do not fire phase-locked to the EOD, there is no peak at \feod{} (\subfigrefb{fig:ampullary}{B}). When driven by a low-contrast noise stimulus (note: this is not an AM but a stimulus that is added to the self-generated EOD, \subfigref{fig:ampullary}{C}), ampullary cells exhibit very pronounced bands in the second-order susceptibility, where \fsum{} is equal to \fbase{} or its harmonic (yellow diagonals in \subfigrefb{fig:ampullary}{E}), implying strong nonlinear response components at these frequency combinations (\subfigrefb{fig:ampullary}{G}, top). With higher stimulus contrasts these bands disappear (\subfigrefb{fig:ampullary}{F}), the projection onto the diagonal loses its distinct peak at \fsum{} and its overall level is reduced (\subfigrefb{fig:ampullary}{G}, bottom). - - -\subsection{Model-based estimation of the nonlinear structure} -In the example recordings shown above (\figsrefb{fig:cells_suscept} and \fref{fig:ampullary}), we only observe nonlinear responses on the anti-diagonal of the second-order susceptibility, where the sum of the two stimulus frequencies matches the neuron's baseline firing rate, which is in line with theoretical expectations \citep{Voronenko2017}. However, a pronounced nonlinear response at frequencies \foneb{} or \ftwob{}, although predicted by theory, cannot be observed. Here we investigate how these discrepancies can be understood. - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{model_and_data.pdf} - \caption{\label{model_and_data} Estimation of second-order susceptibilities in the limit of weak stimuli. \figitem{A} \suscept{} estimated from $N=11$ 0.5\,s long trials of an electrophysiological recording of another low-CV P-unit (cell 2012-07-03-ak, $\fbase=120$\,Hz, CV=0.20) driven with a weak RAM stimulus with contrast 2.5\,\%. Pink edges mark the baseline firing rate where enhanced nonlinear responses are expected. \figitem[i]{B} \textit{Standard condition} of model simulations with intrinsic noise (bottom) and a RAM stimulus (top). \figitem[ii]{B} \suscept{} estimated from simulations of the cell's LIF model counterpart (cell 2012-07-03-ak, table~\ref{modelparams}) based on the same number of trials as in the electrophysiological recording. \figitem[iii]{B} Same as \panel[ii]{B} but using $10^6$ stimulus repetitions. \figitem[i-iii]{C} Same as in \panel[i-iii]{B} but in the \textit{noise split} condition: there is no external RAM signal driving the model. Instead, a large part (90\,\%) of the total intrinsic noise is treated as a signal and is presented as an equivalent amplitude modulation (\signalnoise, center), while the intrinsic noise is reduced to 10\,\% of its original strength (see methods for details). In addition to one million trials, this reveals the full expected structure of the second-order susceptibility.} -\end{figure*} - -%\notejb{Since the model overestimated the sensitivity of the real P-unit, we adjusted the RAM contrast to 0.9\,\%, such that the resulting spike trains had the same CV as the electrophysiological recorded P-unit during the 2.5\,\% contrast stimulation (see table~\ref{modelparams} for model parameters).} \notejb{chi2 scale is higher than in real cell} - -One reason could be simply too little data for a good estimate of the second-order susceptibility. Electrophysiological recordings are limited in time, and therefore responses to only a limited number of trials, i.e. repetitions of the same RAM stimulus, are available. As a consequence, the cross-spectra, \Eqnref{eq:crosshigh}, are insufficiently averaged and the full structure of the second-order susceptibility might be hidden in finite-data noise. This experimental limitation can be overcome by using a computational model for the P-unit, a stochastic leaky integrate-and-fire model with adaptation current and dendritic preprocessing, and parameters fitted to the experimentally recorded P-unit (\figrefb{flowchart}) \citep{Barayeu2023}. The model faithfully reproduces the second-order susceptibility of a low-CV cell estimated from the same low number of trials as in the experiment ($\n{}=11$, compare \panel{A} and \panel[ii]{B} in \figrefb{model_and_data}). - -In simulations of the model, we can increase the number of trials beyond what would be experimentally possible, here to one million (\subfigrefb{model_and_data}\,\panel[iii]{B}). The estimate of the second-order susceptibility indeed improves. It gets less noisy and the diagonal at \fsum{} is emphasized. However, the expected vertical and horizontal lines at \foneb{} and \ftwob{} are still mainly missing. - -Using a broadband stimulus increases the effective input-noise level and this may linearize signal transmission and suppress potential nonlinear responses \citep{Longtin1993, Chialvo1997, Roddey2000, Voronenko2017}. Assuming that the intrinsic noise level in this P-unit is small enough, the full expected structure of the second-order susceptibility should appear in the limit of weak AMs. Again, this cannot be done experimentally, because the problem of insufficient averaging becomes even more severe for weak AMs (low contrast). In the model, however, we know the time course of the intrinsic noise and can use this knowledge to determine the susceptibilities by input-output correlations via the Furutsu-Novikov theorem \citep{Furutsu1963, Novikov1965}. This theorem, in its simplest form, states that the cross-spectrum $S_{x\eta}(\omega)$ of a Gaussian noise $\eta(t)$ driving a nonlinear system and the system's output $x(t)$ is proportional to the linear susceptibility according to $S_{x\eta}(\omega)=\chi(\omega)S_{\eta\eta}(\omega)$. Here $\chi(\omega)$ characterizes the linear response to an infinitely weak signal $s(t)$ in the presence of the background noise $\eta(t)$. Likewise, the nonlinear susceptibility can be determined in an analogous fashion from higher-order input-output cross-spectra (see methods, equations \eqref{eq:crosshigh} and \eqref{eq:susceptibility}) \citep{Egerland2020}. In line with an alternative derivation of the Furutsu-Novikov theorem \citep{Lindner2022}, we can split the total noise and consider a fraction of it as a stimulus. This allows us to calculate the susceptibility from the cross-spectrum between the output and this stimulus fraction of the noise. Adapting this approach to our P-unit model (see methods), we replace the intrinsic noise by an approximately equivalent RAM stimulus $s_\xi(t)$ and a weak remaining intrinsic noise $\sqrt{2D \, c_{\rm{noise}}} \cdot \xi(t)$ with $c_\text{noise} = 0.1$ (see methods, equations \eqref{eq:ram_split}, \eqref{eq:Noise_split_intrinsic}, \eqref{eq:Noise_split_intrinsic_dendrite}, \subfigrefb{model_and_data}\,\panel[i]{C}). We tune the amplitude of the RAM stimulus $s_\xi(t)$ such that the output firing rate and variability (CV) are the same as in the baseline activity (i.e. full intrinsic noise $\sqrt{2D}\xi(t)$ in the voltage equation but no RAM) and compute the cross-spectra between the RAM part of the noise $s_\xi(t)$ and the output spike train. This procedure has two consequences: (i) by means of the cross-spectrum between the output and \signalnoise, which is a large fraction of the noise, the signal-to-noise ratio of the measured susceptibilities is drastically improved; (ii) the total noise in the system has been reduced (by what was before the external RAM stimulus $s(t)$), which makes the system more nonlinear. For both reasons we now see the expected nonlinear features in the second-order susceptibility for a sufficient number of trials (\subfigrefb{model_and_data}\,\panel[iii]{C}), but not for a number of trials comparable to the experiment (\subfigrefb{model_and_data}\,\panel[ii]{C}). In addition to the strong response for \fsumb{}, we now also observe pronounced nonlinear responses at \foneb{} and \ftwob{} (vertical and horizontal lines, \subfigrefb{model_and_data}\,\panel[iii]{C}). - -Note, that the increased number of trials goes along with a substantial reduction of second-order susceptibility values (\subfigrefb{model_and_data}\,\panel[iii]{C}), that saturate in its peak values for $N>10^6$ (\figrefb{fig:trialnr}). This demonstrates the limited reliability of an estimate of the second-order susceptibility that is based on 11 trials only. However, we would like to point out that already the limited number of trials used in the experiments reveals key features of the nonlinear response. - -With high levels of intrinsic noise, we would not expect the nonlinear response features to survive. Indeed, we do not find these features in a high-CV P-unit and its corresponding model (not shown). - - -\subsection{Second-order susceptibility can explain nonlinear peaks in pure sinewave stimulation} -We estimated the second-order susceptibility of P-unit responses using RAM stimuli. In particular, we found pronounced nonlinear responses in the limit of weak stimulus amplitudes. How do these findings relate to the situation of two pure sinewave stimuli with finite amplitudes that approximate the interference of EODs of real animals? For the P-units, the relevant signals are the beat frequencies \bone{} and \btwo{} that arise from the interference of either of the two foreign EODs with the receiving fish's own EOD (\figref{fig:motivation}). In the introductory example, the response power spectrum showed peaks from nonlinear interactions at the sum of the two beat frequencies (orange marker, \subfigrefb{fig:motivation}{D}) and at the difference between the two beat frequencies (red marker, \subfigrefb{fig:motivation}{D}). In this example, $\Delta f_{2}$ was similar to \fbase{}, corresponding to the horizontal line of the second-order susceptibility estimated for a vanishing external RAM stimulus (\subfigrefb{model_and_data}\,\panel[iii]{C}). In the three-fish example, there was a second nonlinearity at the difference between the two beat frequencies (red dot, \subfigrefb{fig:motivation}{D}), that is not covered by the so-far shown part of the second-order susceptibility (\subfigrefb{model_and_data}\,\panel[iii]{C}), in which only the response at the sum of the two stimulus frequencies is addressed. % less prominent, - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{model_full.pdf} - \caption{\label{fig:model_full} Using second-order susceptibility to predict responses to sine-wave stimuli. \figitem[]{A} Absolute value of the second-order susceptibility, \Eqnref{eq:susceptibility}, for both positive and negative frequencies. \susceptf{} was estimated from $N=10^6$ trials of model simulations in the noise-split condition (cell 2013-01-08-aa, see table~\ref{modelparams} for model parameters). White lines indicate zero frequencies. Nonlinear responses at \fsum{} are quantified in the upper right and lower left quadrants. Nonlinear responses at \fdiff{} are quantified in the upper left and lower right quadrants. The baseline firing rate of this cell was at $\fbase=120$\,Hz. The position of the orange/red letters corresponds to the beat frequencies used for the stimulation with pure sine waves in the subsequent panels and indicates the sum/difference of those beat frequencies. \figitem{B--E} Black line -- power spectral density of model simulations in response to stimulation with two pure sine waves, \fone{} and \ftwo, in addition to the receiving fish's own EOD (three-fish scenario). The contrast of beat beats is 0.02. Colored circles highlight the height of selected peaks in the power spectrum. Grey line -- power spectral density of model in the baseline condition. \figitem{B} The sum of the two beat frequencies match \fbase{}. \figitem{C} The difference of \fone{} and \ftwo{} match \fbase{}. \figitem{D} Only the first beat frequency matches \fbase{}. \figitem{E} None of the two beat frequencies matches \fbase{}.} -\end{figure*} - -However, the second-order susceptibility \Eqnref{eq:susceptibility} is a spectral measure that is based on Fourier transforms and thus is also defined for negative stimulus frequencies. The full \susceptf{} matrix is symmetric with respect to the origin. In the upper-right and lower-left quadrants of \susceptf{}, stimulus-evoked responses at \fsum{} are shown, whereas in the lower-right and upper-left quadrants nonlinear responses at the difference \fdiff{} are shown (\figref{fig:model_full}). The vertical and horizontal lines at \foneb{} and \ftwob{} are very pronounced in the upper-right quadrant of \subfigrefb{fig:model_full}{A} for nonlinear responses at \fsum{} and extend into the upper-left quadrant (representing \fdiff) where they fade out towards more negative $f_1$ frequencies. The peak in the response power-spectrum at \fdiff{} evoked by pure sine-wave stimulation (\subfigrefb{fig:motivation}{D}) is predicted by the horizontal line in the upper-left quadrant (\subfigrefb{fig:model_full}{A}, \citealp{Schlungbaum2023}). -Is it possible based on the second-order susceptibility estimated by means of RAM stimuli (\subfigrefb{fig:model_full}{A}) to predict nonlinear responses in a three-fish setting? We can test this by stimulating the same model with two beats with weak amplitudes (\subfigrefb{fig:model_full}{B--E}). If we choose a frequency combination where the sum of the two beat frequencies is equal to the model's baseline firing rate \fbase{}, a peak at the sum of the two beat frequencies appears in the power spectrum of the response (\subfigrefb{fig:model_full}{B}), as expected from \suscept. If instead we choose two beat frequencies that differ by \fbase{}, a peak is present at the difference frequency (\subfigrefb{fig:model_full}{C}). If only one beat frequency is equal to \fbase{}, both a peak at the sum and at the difference frequency are present in the P-unit response (\subfigrefb{fig:model_full}{D}). And if none of these conditions are met, neither a peak at the sum nor at the difference of the two beat frequencies appears (\subfigrefb{fig:model_full}{E}). - -\begin{figure*}[tp] - \includegraphics[width=\columnwidth]{data_overview_mod.pdf} - \caption{\label{fig:data_overview} Nonlinear responses in P-units and ampullary cells. The second-order susceptibility is condensed into the peakedness of the nonlinearity, \nli{} \Eqnref{eq:nli_equation}, that relates the amplitude of the projected susceptibility at a cell's baseline firing rate to its median (see \subfigrefb{fig:cells_suscept}{G}). Each of the recorded neurons contributes at maximum with two stimulus contrasts. Black squares and circles highlight recordings conducted in a single cell. Squares in \panel{A, C, E} correspond to the cell in \figrefb{fig:cells_suscept} and circles to the cell in \figrefb{fig:cells_suscept_high_CV}. Squares in \panel{B, D, F} correspond to the cell in \figrefb{fig:ampullary}. \figitem{A, B} There is a negative correlation between the CV during baseline and \nli. \figitem{C, D} There is a negative correlation between the CV during stimulation and \nli. \figitem{E, F} \nli{} is plotted against the response modulation, (see methods), an indicator of the subjective stimulus strength for a cell. There is a negative correlation between response modulation and \nli. Restricting the analysis to the weakest stimulus that was presented to each unique neuron, does not change the results. The number of unique neurons is 221 for P-units and 45 for ampullary cells. - % The two example P-units shown before are highlighted with dark markers in \subfigrefb{fig:data_overview}{A, C, E} (squares -- \figrefb{fig:cells_suscept}, circles -- \figrefb{fig:cells_suscept_high_CV}). - % Several of the recorded neurons contribute with two samples to the population analysis as their responses have been recorded to two different contrasts of the same RAM stimulus. Higher stimulus contrasts lead to a stronger drive and thus stronger response modulations (see color code bar in \subfigref{fig:data_overview}{A}, see methods). - % The example cell shown above (\figref{fig:ampullary}) was recorded at two different stimulus intensities and the \nli{} values are highlighted with black squares. - } -\end{figure*} - -%\Eqnref{response_modulation} -\subsection{Low CVs and weak stimuli are associated with strong nonlinearity} -All the statements about nonlinear encoding in p-type and ampullary electroreceptor afferents based on single-cell examples shown above are supported by the analysis of our pool of 221 P-units and 47 ampullary afferents recorded in 71 specimens. For comparison across cells we summarize the structure of the second-order susceptibilities in a single number, the peakedness of the nonlinearity \nli{} \Eqnref{eq:nli_equation}, that characterizes the size of the expected peak of the projections of a \suscept{} matrix onto its diagonal at the baseline firing rate (e.g. \subfigref{fig:cells_suscept}{G}). \nli{} assumes high values when the peak at \fbase{} is pronounced relative to the median of projections onto the diagonal and is small when there is no distinct peak. The \nli{} values of the P-unit population depend weakly on the CV of the baseline ISI distribution. Cells with lower baseline CVs tend to have more pronounced peaks in their projections than those that have high baseline CVs (\subfigrefb{fig:data_overview}{A}). This negative correlation is more pronounced against the CV measured during stimulation (\subfigrefb{fig:data_overview}{C}). - -The effective stimulus strength also plays an important role. We quantify the effect a stimulus has on a cell's response by the response modulation --- the standard deviation of a cell's firing rate in response to a RAM stimulus. P-units are heterogeneous in their sensitivity, their response modulations to the same stimulus contrast vary a lot \citep{Grewe2017}. Cells with weak responses to a stimulus, be it an insensitive cell or a weak stimulus, have higher \nli{} values and thus a more pronounced ridge in the second-order susceptibility at \fsumb{} in comparison to strongly responding cells that basically have flat second-order susceptibilities (\subfigrefb{fig:data_overview}{E}). How pronounced nonlinear response components are in P-units thus depends on the baseline CV (a proxy for the internal noise level), and both the CV and response strength during stimulation (effective output noise). -%(Pearson's $r=-0.35$, $p<0.001$)221 P-units and 47 (Pearson's $r=-0.16$, $p<0.01$) -%In a P-unit population where each cell is represented not by several contrasts but by the lowest recorded contrast, \nli{} significantly correlates with the CV during baseline ($r=-0.17$, $p=0.01$), the response modulation ($r=-0.35$, $p<0.001$) and \fbase{} ($r=-0.32$, $p<0.001$).%, $\n{}=221$*, $\n{}=221$******, $\n{}=221$ - -The population of ampullary cells is generally more homogeneous, with lower baseline CVs than P-units. Accordingly, \nli{} values of ampullary cells are indeed much higher than in P-units by about a factor of ten. Ampullary cells also show a negative correlation with baseline CV. Again, sensitive cells with strong response modulations are at the bottom of the distribution and have \nli{} values close to one (\subfigrefb{fig:data_overview}{B, D}). The weaker the response modulation, because of less sensitive cells or weaker stimulus amplitudes, the stronger the nonlinear component of a cell's response (\subfigrefb{fig:data_overview}{F}). -%(Pearson's $r=-0.35$, $p < 0.01$) (Pearson's $r=-0.59$, $p < 0.0001$) - -\section{Discussion} - - -%\notejb{Even though the extraction of the AM itself requires a \notejb{nonlinearity} \citep{Middleton2006, Stamper2012Envelope, Savard2011, Barayeu2023} encoding the time-course of the AM is linear over a wide range of AM amplitudes and frequencies \citep{Xu1996, Benda2005, Gussin2007, Grewe2017, Savard2011}. In the context of social signaling among three fish, we observe an AM of the AM, also referred to as second-order envelope or just social envelope \citep{Middleton2006, Savard2011, Stamper2012Envelope}. Encoding this again requires nonlinearities \citep{Middleton2006} and it was shown that a subpopulation of P-units is sensitive to envelopes \citep{Savard2011} and exhibit nonlinearities e.g. when driven by strong stimuli \citep{Nelson1997, Chacron2004}.} - -%\notejb{Leftovers from introduction} -%\notejb{Phase-locking to the own field also leads to a representation of \feod{} in the P-unit firing rate (see \figref{fig:cells_suscept}\panel{B}) \citep{Sinz2020}.} - - -%\notejb{The appearing difference peak is known as the social envelope \citep{Stamper2012Envelope, Savard2011}. The neuron shown here clearly encodes the envelope. Whether P-units in general encode envelopes has been the subject of controversy, some works do not consider P-units as envelope encoders \citep{Middleton2006}, while others identify some P-units as envelope encoders \citep{Savard2011}. } - - -%\notejb{Weakly nonlinear responses versus saturation regime} - - -%\notejb{Estimating the infinite Volterra series from limited experimental data is usually limited to the first two or three kernels, which might not be sufficient for a proper prediction of the neuronal response \citep{French2001}. Making assumptions about the nonlinearities in a system reduces the amount of data needed for parameter estimation. In particular, models combining linear filtering with static nonlinearities \citep{Chichilnisky2001}, have been successful in capturing functionally relevant neuronal computations in visual \citep{Gollisch2009} as well as auditory systems \citep{Clemens2013}. On the other hand, linear methods based on backward models for estimating the stimulus from neuronal responses, have been extensively used to quantify information transmission in neural systems \citep{Theunissen1996, Borst1999, Wessel1996, Chacron?}, because backward models do not need to generate action potentials \citep{Rieke1999}.} - - -%\notejb{Note in the discussion that \suscept{} predicts stimulus-evoked responses whereas in the power spectrum, we see peaks even if they are unrelated to the stimulus. Like the baseline firing rate.} - -% TO DISCUSSION: -%Even though the second-order susceptibilities here were estimated from data and models with a modulated (EOD) carrier (\figrefb{fig:model_full}) they are in good accordance with the second-order susceptibilities found in LIF models without a carrier \citep{Voronenko2017, Schlungbaum2023}. - - -%\,\panel[iii]{C} -\subsection{Theory applies to systems with and without carrier} -Theoretical work \citep{Voronenko2017} explained analytically the occurrence of nonlinear products when a LIF model neuron is stimulated with pure sine waves. To investigate whether the same mechanisms occur in electroreceptor afferents which are driven by AMs of a carrier and not by pure sine-waves, we followed the previous approach and quantified the second-order susceptibility from responses to white-noise stimuli \citep{Voronenko2017, Egerland2020, Neiman2011fish, Nikias1993}. We expected to see elevated second-order susceptibility where either of the foreign signals matches the baseline firing rate ($f_1=\fbase{}$ or $f_2=\fbase{}$) or when the sum equals the baseline firing rate of the neuron (\fsumb{}) creating a triangular pattern of elevated \suscept{} e.g.\,\subfigref{model_and_data}\,\panel[iii]{C}. Indeed, we find traces of the same nonlinearities in the neuronal responses of p-type electroreceptor afferents. The nonlinear pattern observed in the experimental data, however, matches the expectations only partially and only in a subset of neurons (\figsref{fig:cells_suscept} and \ref{fig:ampullary}). Nevertheless, the theory holds also for systems that are driven by AMs of a carrier and is thus more widely applicable. - -\subsection{Intrinsic noise limits nonlinear responses} -Only those P-units that exhibit low coefficients of variation (CV) of the interspike-interval distribution (\subfigref{fig:cells_suscept}{A}) in their unperturbed baseline response show the expected nonlinearities (\subfigref{fig:data_overview}{A}). Such low-CV cells are rare among the 221 P-units that we used in this study. The afferents of the passive electrosensory system, the ampullary cells, however, have generally lower CVs and show a much clearer nonlinearity pattern than the low-CV P-unit exemplified here (compare \figsref{fig:cells_suscept} and \ref{fig:ampullary}). The single ampullary cell featured in \figref{fig:ampullary} is representative of the majority of ampullary cells analyzed here. All ampullary cells have CVs below 0.4 with a median around 0.12 and the observed \nli{}s are 10-fold higher than in P-units. - -The CV serves as a proxy for the intrinsic noise in the cells. In both cell types, we observe a negative correlation between \nli{} and the CV, indicating that it is the level of intrinsic noise that plays a role here. These findings are in line with previous studies that propose that noise linearizes the system \citep{Roddey2000, Chialvo1997, Voronenko2017}. More intrinsic noise has been demonstrated to increase the CV and reduce nonlinear phase-locking in vestibular afferents \citep{Schneider2011}. Reduced noise, on the other hand, has been associated with stronger nonlinearity in pyramidal cells of the ELL \citep{Chacron2006}. Further support for the notion of noise limiting the nonlinearity comes from our P-unit LIF model that faithfully reproduces P-unit activity \citep{Barayeu2023}. We can use this model and apply a noise-split \citep{Lindner2022} based on the Furutsu-Novikov theorem \citep{Novikov1965, Furutsu1963}, to increase the signal-to-noise ratio in the cell while keeping the overall response variability constant (see methods). Treating 90\,\% of the total noise as a signal and simulating large numbers of trials uncovers the full nonlinear structure (\figref{model_and_data}) seen in LIF neurons and the analytical derivations when driven with sine-wave stimuli \citep{Voronenko2017}. - -% -\subsection{Noise stimulation approximates the real three-fish interaction} -Our analysis is based on the neuronal responses to white noise stimulus sequences. For the P-units, the stimulus was a random amplitude modulation (RAM) while it was a direct noise stimulus for the ampullary cells. These broad-band stimuli have the advantage that all behaviorally relevant frequencies can be measured with a single stimulus presentation and it is a widely used approach to characterize sensory coding \citep{French1973, Marmarelis1999, Borst1999, Chacron2005, Grewe2017}. However, these stimuli also increase the total level of noise in the system and may have a linearizing effect on signal transmission. In our P-unit models, we were able to make use of the Furutsu-Novikov theorem to estimate nonlinear signal transmission for zero-amplitude stimulation. Only with this procedure and many trials, we find for low-CV P-units all the pronounced ridges in the second-order susceptibility that we would expect according to theory \citep{Voronenko2017}. - -In the natural situation, the stimuli are periodic signals defined by the difference frequencies. How well can we extrapolate from the white noise analysis to the pure sinewave situation? %\notejg{Predictions from the X2 matrix and the equations in Voronekov} - -In contrast to the situation with individual frequencies (direct sine-waves or sinusoidal AMs) during noise stimulation, the total power of the stimulus is equally distributed on all frequencies leading to a weaker signal-to-noise ratio. This explains that the nonlinearity pattern in the electroreceptor recordings only partially matches the expectation (\figsref{fig:cells_suscept},\,\ref{fig:ampullary}) while the single-frequency stimulation shows nonlinear interference when the individual stimulus frequencies ($f_1, f_2, \Delta f_1, \Delta f_2$) match the baseline firing rate (\figref{fig:motivation}, \subfigref{fig:model_full}{B--E}). With the noise-splitting trick, we could show that in low-CV cells, that have a low-CV and are not subject to strong stimulation, the full nonlinearity pattern is present but covered by the intrinsic noise. We thus conclude that the presence of the anti-diagonal pattern in the \suscept{} matrix is sufficient to conclude that the same nonlinear interactions happen here. This also validates the application of the white noise approach to characterize the full \suscept{} matrix instead of using all combinations of individual frequencies. - - - -% The nonlinearity of ampullary cells in paddlefish \citep{Neiman2011fish} has been previously accessed with bandpass limited white noise. - -% Here it was demonstrated that the second-order susceptibility for the two RAM noise input frequencies \fone{} and \ftwo{} can approximate a three-fish setting, where the driving force for the P-unit are two beats with frequencies \bone{} and \btwo{}. This was confirmed by a low-CV P-unit, where nonlinearities in the P-unit response occurred at the sum and difference of the beat frequencies for pure sine-wave stimulation (\figrefb{fig:motivation}). In this P-unit the nonlinearity appeared in a three-wave setting with \bone{} being close to \fbase{}, corresponding to a frequency combination on the vertical line at \foneb{} in the second-order susceptibility (\subfigrefb{fig:model_full}{B}). This implies that even if only the diagonal structure can be accessed with noise stimulation in the second-order susceptibility in an experiment (\subfigrefb{fig:model_full}{A}), it can be taken as an indicator that the whole nonlinear structure should be present during pure sine-wave stimulation in the same cell. With this RAM stimulation was demonstrated to be an effective method to scan the three-fish or two-beat plane and estimate the whole theoretically predicted nonlinear structure in experimentally recorded cells. - -\subsection{Selective readout versus integration of heterogeneous populations}% Nonlinearity might be influenced once integrating from a P-unit population with heterogeneous baseline properties}%Heterogeneity of P-units might influence - -The observed nonlinear effects might facilitate the detectability of faint signals during a three-fish setting, the electrosensory cocktail party. These nonlinear effects are, however, very specific with respect to the relation of stimulus frequencies and the P-unit baseline frequency. The EOD frequencies of the interacting fish would be drawn from the distributions of EOD frequencies found in male and female fish \citep{Hopkins1974Eigen, Meyer1987, Henninger2018, Henninger2020}. To be behaviorally relevant the faint signal detection would require reliable neuronal signaling irrespective of the individual EOD frequencies. -P-units, however, are very heterogeneous in their baseline firing properties \citep{Grewe2017, Hladnik2023}. The baseline firing rates vary in wide ranges (50--450\,Hz). This range covers substantial parts of the beat frequencies that may occur during animal interactions which is limited to frequencies below the Nyquist frequency (0 -- \feod/2) \citep{Barayeu2023}. It is thus likely that there are P-units that match approximately the specificities of the different encounters. - -On the other hand, the nonlinearity was found only in low-CV P-units (with white noise stimulation). The CVs are also very heterogeneous (0.1--1.4, \figref{fig:data_overview}\panel{A}) in our sample. Only a small fraction of the P-units have a sufficiently low level of intrinsic noise and will exhibit nonlinear responses. The P-units project to the ELL \citep{Krahe2014} and the integrating pyramidal cells in the different segments receive inputs in the range of 10s to 1000s of neurons \citep{Maler2009a}. Since the receptive fields of the pyramidal neurons are patches of adjacent receptors on the fish's body surface \citep{Bastian2002, Maler2009a, Haggard2023} and the input heterogeneity does not depend on the location of the receptor on the fish body \citep{Hladnik2023} the pyramidal cell input population will be heterogeneous. Heterogeneity was shown to be generally advantageous for the encoding in this \citep{Hladnik2023} and other systems \citep{Padmanabhan2010, Beiran2018}. At the same time, it contradicts the apparent need for a selective readout of low-CV cells to maintain information arising through nonlinear interactions. -A possible readout mechanism should be the topic of future studies that need to take into account that the nonlinearities are stronger in pure sine-wave stimulation and the fraction of cells that show it under naturalistic stimulation might be larger than expected from the distribution of CVs. - -\subsection{Behavioral relevance of nonlinear interactions} -The behavioral relevance of the weak signal detection in P-units is evident from the courtship context observed in freely interacting animals \citep{Henninger2018}. Outside courtship behavior, the encoding of secondary or social envelopes is a common need \citep{Stamper2012Envelope}. In a previous study, it was demonstrated that information about low-frequency secondary envelopes would not be present in P-units' responses but would arise through nonlinear processing downstream in the ELL \citep{Middleton2006, Middleton2007}. Based on our work we would predict that only a small subset of cells, with low CVs, should encode the social envelopes under white noise stimulation. An absence of low-CV cells in the population analyzed in the previous studies could explain their conclusions. On the other hand, another study showed that P-units with strong nonlinearities, low firing rates and, high CVs could indeed encode social envelopes \citep{Savard2011}. These findings are in contrast to the previously mentioned work \citep{Middleton2007} and, at first glance, also to our results. The missing link, that has not been considered in this work, might be the bursting of P-units, the repeated firing of spikes after one EOD period interleaved with longer intervals of quietness \citep{Chacron2004}. Bursting was not explicitly addressed in the previous work, still, the reported high CVs of the envelope encoding P-units indicate a higher rate of bursting \citep{Savard2011}. How bursts influence the second-order susceptibility of P-units will be addressed in the following works \citep{Barayeu2024}. Note that in this work we operated in a regime of weak stimuli and that the envelope encoding addressed in \citep{Savard2011,Middleton2007} operates in a regime of strong stimuli, where the firing rate is saturated. The exact transition from the nonlinearities in a regime of weak stimuli to a regime of strong stimuli could be addressed in further P-unit studies. - -Sinusoidal AMs are relevant in interactions with a few fish. We can understand the noise as the presence of many animals with individual EOD frequencies at the same time. Under noise stimulation, nonlinearities were demonstrated to be strong for weak stimuli but were shown to decrease for stronger noise stimuli (\figrefb{fig:cells_suscept}). As long as the noise signal is weak, those fish are distant and the nonlinearity is maintained. An increasing stimulus amplitude would indicate that many fish are close to the receiver and a decrease of nonlinear effects can be observed. These findings imply that the nonlinear effects arising in the presence of three fish decline the more fish join. \lepto{} usually prefers small groups of fish \citep{Stamper2010}. Thus, the described second-order susceptibility might still be behaviorally relevant under natural conditions. The decline of nonlinear effects when several fish are present might be an adaptive process reducing the number of frequencies represented in its primary sensory afferents to a minimum. Such representation would still leave room to create nonlinear effects at later processing steps in higher-order neurons. - -The afferents of the passive electrosensory system, the ampullary cells, were found to exhibit much stronger nonlinearities than P-units (\figref{fig:data_overview}). The adequate stimulus for this system is a direct stimulation not an amplitude modulation. In this sense, the ampullary cells are closer to the LIF models used by Voroneko and colleagues \citep{Voronenko2017} and we can thus expect that the same nonlinear mechanisms are at work here. For the ampullary system, the sinewave stimulation is not as relevant as for the P-unit system. Ampullary cells encode low-frequency exogenous electric signals such as muscle potentials induced by prey movement \citep{Kalmijn1974, Engelmann2010, Neiman2011fish}. The simultaneous muscle activity of a swarm of prey (such as \textit{Daphnia}) resembles Gaussian white noise \citep{Neiman2011fish}, similar to the stimuli used here. Our results show some similarities with the analyses by Neiman and Russel \citep{Neiman2011fish} who study the encoding in ampullary afferents in the paddlefish. There, the power spectrum of the spontaneous activity also shows a peak at the baseline frequency (internal oscillator) but also at the oscillation frequency measured at the epithelium and interactions of both. Most of the latter disappear in the case of external stimulation, though. Here we find only peaks at the baseline frequency of the neuron and its harmonics. There are interesting similarities and dissimilarities; stimulus encoding in the paddlefish as well as in the brown ghost is very linear for low frequencies and there are nonlinearities in both systems. Linear encoding in the paddlefish shows a gap in the spectrum at the frequency of the epithelial oscillation, instead, the nonlinear response is very pronounced there. In \lepto{}, the dominating frequency under baseline conditions is the baseline firing rate, and we do see increased nonlinearity in this frequency range. The baseline frequency, however, is outside the linear coding range \citep{Grewe2017} while it is within the linear coding range in paddlefish \citep{Neiman2011fish}. Interestingly, the nonlinear response in the paddlefish ampullaries increases with stimulus intensity while it disappears in our case (\subfigrefb{fig:data_overview}{F}). The population of ampullary cells is much more homogeneous with respect to the baseline rate (131$\pm$29\,Hz) and stimulus encoding properties than the P-units \citep{Grewe2017}. This implies that, if the stimulus contains the appropriate frequency components that sum up to the baseline rate, there should be a nonlinear response at a frequency that is similar to the full population of ampullary cells (the baseline frequency) that is outside the linear coding range. Postsynaptic cells integrating ampullary input might be able to extract this nonlinear response from the input population. How such nonlinear effects in ampullary cells might influence prey detection should be addressed in further studies. - -\subsection{Conclusion} -We have demonstrated that there are pronounced nonlinear responses in the primary electrosensory afferents of the weakly electric fish \lepto{}, systems that are very often characterized using linear methods. The observed nonlinearities match the expectations from previous theoretical studies \citep{Voronenko2017}. We can confirm that the theory applies also to systems that are encoding amplitude modulations of a carrier signal. Comparisons of P-units and ampullary cells showed that it is the level of intrinsic noise that determines how strongly nonlinear the system acts. Using the second-order susceptibility estimated from the responses to white noise stimuli provides an easy way to determine the nonlinearity of the system under study. P-units share several features with mammalian -auditory nerve fibers and such nonlinear effects might also be expected in the auditory system during the encoding of amplitude modulations \citep{Joris2004}. - -\section{Methods} - -\subsection{Experimental subjects and procedures} - -Within this project, we re-evaluated datasets that were recorded between 2010 and 2023 at the Ludwig Maximilian University (LMU) M\"unchen and the Eberhard-Karls University T\"ubingen. All experimental protocols complied with national and European law and were approved by the respective Ethics Committees of the Ludwig-Maximilians Universität München (permit no. 55.2-1-54-2531-135-09) and the Eberhard-Karls Unversität Tübingen (permit no. ZP 1/13 and ZP 1/16). -The final sample consisted of 221 P-units and 47 ampullary electroreceptor afferents recorded in 71 weakly electric fish of the species \lepto{}. The original electrophysiological recordings were performed on male and female weakly electric fish of the species \lepto{} that were obtained from a commercial supplier for tropical fish (Aquarium Glaser GmbH, Rodgau, -Germany). The fish were kept in tanks with a water temperature of $25\pm1\,^\circ$C and a conductivity of around $270\,\micro\siemens\per\centi\meter$ under a 12\,h:12\,h light-dark cycle. - -Before surgery, the animals were deeply anesthetized via bath application with a solution of MS222 (120\,mg/l, PharmaQ, Fordingbridge, UK) buffered with Sodium Bicarbonate (120\,mg/l). The posterior anterior lateral line nerve (pALLN) was exposed by making a small cut into the skin covering the nerve. The cut was placed dorsal of the operculum just before the nerve descends towards the anterior lateral line ganglion (ALLNG). Those parts of the skin that were to be cut were locally anesthetized by cutaneous application of liquid lidocaine hydrochloride (20\,mg/ml, bela-pharm GmbH). During the surgery, water supply was ensured by a mouthpiece to maintain anesthesia with a solution of MS222 (100\,mg/l) buffered with Sodium Bicarbonate (100\,mg/l). After surgery, fish were immobilized by intramuscular injection of from 25\,$\micro$l to 50\,$\micro$l of tubocurarine (5\,mg/ml dissolved in fish saline; Sigma-Aldrich). -Respiration was then switched to normal tank water and the fish was transferred to the experimental tank. - -\subsection{Experimental setup} -For the recordings fish were positioned centrally in the experimental tank, with the major parts of their body submerged into the water. Those body parts that were above the water surface were covered with paper tissue to avoid drying of the skin. Local analgesia was refreshed in intervals of two hours by cutaneous reapplication of Lidocaine (2\,\%; bela-pharm, Vechta, Germany) around the surgical wounds. Electrodes (borosilicate; 1.5\,mm outer diameter; GB150F-8P; Science Products, Hofheim, Germany) were pulled to a resistance of 50--100\,\mega\ohm{} (model P-97; Sutter Instrument, Novato, CA) and filled with 1\,M KCl solution. Electrodes were fixed in a microdrive (Luigs-Neumann, Ratingen, Germany) and lowered into the nerve (\figrefb{fig:setup}, blue triangle). Recordings of electroreceptor afferents were amplified and lowpass filtered at 10\,kHz (SEC-05, npi-electronics, Tamm, Germany, operated in bridge mode). All signals, neuronal recordings, recorded EOD, and the generated stimulus, were digitized with sampling rates of 20 or 40\,kHz (PCI-6229, National Instruments, Austin, TX). RELACS (\url{www.relacs.net}) running on a Linux computer was used for online spike and EOD detection, stimulus generation, and calibration. Recorded data was then stored on the hard drive for offline analysis. - -\subsection{Identification of P-units and ampullary cells} -The neurons were classified into cell types during the recording by the experimenter. P-units were classified based on baseline firing rates of 50--450\,Hz and a clear phase-locking to the EOD and, their responses to amplitude modulations of their own EOD \citep{Grewe2017, Hladnik2023}. Ampullary cells were classified based on firing rates of 80--200\,Hz absent phase-locking to the EOD, and responses to low-frequency sinusoidal stimuli \citep{Grewe2017}. We here selected only those cells of which the neuron's baseline activity as well as the responses to frozen noise stimuli were recorded. - -\subsection{Electric field recordings} - The electric field of the fish was recorded in two ways: 1. we measured the so-called \textit{global EOD} with two vertical carbon rods ($11\,\centi\meter$ long, 8\,mm diameter) in a head-tail configuration (\figrefb{fig:setup}, green bars). The electrodes were placed isopotential to the stimulus. This signal was differentially amplified with a factor between 100 and 500 (depending on the recorded animal) and band-pass filtered (3 to 1500\,Hz pass-band, DPA2-FX; npi electronics, Tamm, Germany). 2. The so-called \textit{local EOD} was measured with 1\,cm-spaced silver wires located next to the left gill of the fish and orthogonal to the fish's longitudinal body axis (amplification 100 to 500 times, band-pass filtered with 3 to 1\,500\,Hz pass-band, DPA2-FX; npi-electronics, Tamm, Germany, \figrefb{fig:setup}, red markers). This local measurement recorded the combination of the fish's own field and the applied stimulus and thus serves as a proxy of the transdermal potential that drives the electroreceptors. - -\subsection{Stimulation} -The stimulus was isolated from the ground (ISO-02V, npi-electronics, Tamm, Germany) and delivered via two horizontal carbon rods (30 cm length, 8 mm diameter) located $15\,\centi\meter$ laterally to the fish (\figrefb{fig:setup}, gray bars). The stimulus was calibrated with respect to the local EOD. - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{Settup} - \caption{\label{fig:setup} Electrophysiolocical recording setup. The fish, depicted as a black scheme and surrounded by isopotential lines, was positioned in the center of the tank. Blue triangle -- electrophysiological recordings were conducted in the posterior anterior lateral line nerve (pALLN). Gray horizontal bars -- electrodes for the stimulation. Green vertical bars -- electrodes to measure the \textit{global EOD} placed isopotential to the stimulus, i.e. recording fish's unperturbed EOD. Red dots -- electrodes to measure the \textit{local EOD} picking up the combination of fish's EOD and the stimulus. The local EOD was measured with a distance of 1 \,cm between the electrodes. All measured signals were amplified, filtered, and stored for offline analysis.} -\end{figure*} - -\subsection{White noise stimulation}\label{rammethods} -The fish were stimulated with band-limited white noise stimuli with a cut-off frequency of 150, 300 or 400\,Hz. The stimulus intensity is given as the contrast, i.e. the standard deviation of the white noise stimulus in relation to the fish's EOD amplitude. The contrast varied between 1 and 20\,\%. Only cell recordings with at least 10\,s of white noise stimulation were included for the analysis. When ampullary cells were recorded, the white noise was directly applied as the stimulus. To create random amplitude modulations (RAM) for P-unit recordings, the EOD of the fish was multiplied with the desired random amplitude modulation profile (MXS-01M; npi electronics). - -% and between 2.5 and 40\,\% for \eigen - -\subsection{Data analysis} Data analysis was performed with Python 3 using the packages matplotlib \citep{Hunter2007}, numpy \citep{Walt2011}, scipy \citep{scipy2020}, pandas \citep{Mckinney2010}, nixio \citep{Stoewer2014}, and thunderfish (\url{https://github.com/bendalab/thunderfish}). - -%sklearn \citep{scikitlearn2011}, - -\paragraph{Baseline analysis}\label{baselinemethods} -The baseline firing rate \fbase{} was calculated as the number of spikes divided by the duration of the baseline recording (on average 18\,s). The coefficient of variation (CV) was calculated as the standard deviation of the interspike intervals (ISI) divided by the average ISI: $\rm{CV} = \sqrt{\langle (ISI- \langle ISI \rangle) ^2 \rangle} / \langle ISI \rangle$. If the baseline was recorded several times in a recording, the average \fbase{} and CV were calculated. - -\paragraph{White noise analysis} \label{response_modulation} -In the stimulus-driven case, the neuronal activity of the recorded cell is modulated around the average firing rate that is similar to \fbase{} and in that way encodes the time-course of the stimulus. -The time-dependent response of the neuron was estimated from the spiking activity -\begin{equation}\label{eq:spikes} -x_k(t) = \sum_i\delta(t-t_{k,i}) -\end{equation} -recorded for each stimulus presentation, $k$, by kernel convolution with a Gaussian kernel - -\begin{equation} -K(t) = \scriptstyle \frac{1}{\sigma\sqrt{2\pi}} e^{-\frac{t^2}{2\sigma^2}} -\end{equation} -with $\sigma$ the standard deviation of the Gaussian which was set to 2.5\,ms if not stated otherwise. For each trial $k$ the $x_k(t)$ is convolved with the kernel $K(t)$ - -\begin{equation} - r_k(t) = x_k(t) * K(t) = \int_{-\infty}^{+\infty} x_k(t') K(t-t') \, \mathrm{d}t' \;, -\end{equation} -where $*$ denotes the convolution. $r(t)$ is then calculated as the across-trial average -\begin{equation} - r(t) = \left\langle r_k(t) \right\rangle _k. -\end{equation} - -To quantify how strongly the neuron is driven by the stimulus we quantified the response modulation as the standard deviation $\sigma_{M} = \sqrt{\langle (r(t)-\langle r(t) \rangle_t)^2\rangle_t}$, where $\langle \cdot \rangle_t$ indicates averaging over time. - -\paragraph{Spectral analysis}\label{susceptibility_methods} -The neuron is driven by the stimulus and thus the spiking response $x(t)$, \Eqnref{eq:spikes}, depends on the stimulus $s(t)$. To investigate the relation between stimulus and response we calculated the first- and second-order susceptibility of the neuron to the stimulus in the frequency domain. The Fourier transforms of $s(t)$ and $x(t)$ are denoted as $\tilde s(\omega)$ and $\tilde x(\omega)$ and were calculated according to $\tilde x(\omega) = \int_{0}^{T} \, x(t) \cdot e^{- i \omega t}\,dt$, with $T$ being the signal duration. Stimuli had a duration of 10\,s and spectra of stimulus and response were calculated in separate segments of 0.5\,s with no overlap resulting in a spectral resolution of 2\,Hz. - -The power spectrum of the stimulus $s(t)$ was calculated as -\begin{equation} - \label{powereq} - \begin{split} - S_{ss}(\omega) = \frac{\langle \tilde s(\omega) \tilde s^* (\omega)\rangle}{T} - \end{split} -\end{equation} -with $\tilde s^* $ being the complex conjugate and $\langle ... \rangle$ denoting averaging over the segments. The power spectrum of the spike trains $S_{xx}(\omega)$ was calculated accordingly. The cross-spectrum $S_{xs}(\omega)$ between stimulus and evoked spike trains was calculated according to -\begin{equation} - \label{cross} - \begin{split} - S_{xs}(\omega) = \frac{\langle \tilde x(\omega) \tilde s^* (\omega)\rangle}{T} - \end{split} -\end{equation} -From $S_{xs}(\omega)$ and $ S_{ss}(\omega)$ we calculated the linear susceptibility (transfer function) as -\begin{equation} - \label{linearencoding_methods} - \begin{split} - \chi_{1}(\omega) = \frac{S_{xs}(\omega) }{S_{ss}(\omega) } - \end{split} -\end{equation} -The second-order cross-spectrum that depends on the two frequencies $\omega_1$ and $\omega_2$ was calculated according to -\begin{equation} - \label{eq:crosshigh} - S_{xss} (\omega_{1},\omega_{2}) = \frac{\langle \tilde x (\omega_{1}+\omega_{2}) \tilde s^* (\omega_{1})\tilde s^* (\omega_{2}) \rangle}{T} -\end{equation} -The second-order susceptibility was calculated by dividing the higher-order cross-spectrum by the spectral power at the respective frequencies. -\begin{equation} - \label{eq:susceptibility} - %\begin{split} - \chi_{2}(\omega_{1}, \omega_{2}) = \frac{S_{xss} (\omega_{1},\omega_{2})}{2S_{ss} (\omega_{1}) S_{ss} (\omega_{2})} - %\end{split} -\end{equation} -% Applying the Fourier transform this can be rewritten resulting in: -% \begin{equation} -% \label{susceptibility} -% \begin{split} -% \chi_{2}(\omega_{1}, \omega_{2}) = \frac{TN \sum_{n=1}^N \int_{0}^{T} dt\,r_{n}(t) e^{-i(\omega_{1}+\omega_{2})t} \int_{0}^{T}dt'\,s_{n}(t')e^{i \omega_{1}t'} \int_{0}^{T} dt''\,s_{n}(t'')e^{i \omega_{2}t''}}{2 \sum_{n=1}^N \int_{0}^{T} dt\, s_{n}(t)e^{-i \omega_{1}t} \int_{0}^{T} dt'\,s_{n}(t')e^{i \omega_{1}t'} \sum_{n=1}^N \int_{0}^{T} dt\,s_{n}(t)e^{-i \omega_{2}t} \int_{0}^{T} dt'\,s_{n}(t')e^{i \omega_{2}t'}} -% \end{split} -% \end{equation} -The absolute value of a second-order susceptibility matrix is visualized in \figrefb{fig:model_full}. There the upper right and the lower left quadrants characterize the nonlinearity in the response $x(t)$ at the sum frequency of the two input frequencies. The lower right and upper left quadrants characterize the nonlinearity in the response $x(t)$ at the difference of the input frequencies. - -\paragraph{Nonlinearity index}\label{projected_method} -We expect to see nonlinear susceptibility when $\omega_1 + \omega_2 = \fbase{}$. To characterize this we calculated the peakedness of the nonlinearity (PNL) as - \begin{equation} - \label{eq:nli_equation} - \nli{} = \frac{ \max D(\fbase{}-5\,\rm{Hz} \leq f \leq \fbase{}+5\,\rm{Hz})}{\mathrm{med}(D(f))} - \end{equation} -For this index, the second-order susceptibility matrix was projected onto the diagonal $D(f)$, by taking the mean of the anti-diagonals. The peakedness at the frequency $\fbase{}$ in $D(f)$ was quantified by finding the maximum of $D(f)$ in the range $\fbase{} \pm 5$\,Hz (\subfigrefb{fig:cells_suscept}{G}) and dividing it by the median of $D(f)$. - -If the same frozen noise was recorded several times in a cell, each noise repetition resulted in a separate second-order susceptibility matrix. The mean of the corresponding \nli{} values was used for the population statistics in \figref{fig:data_overview}. - -\subsection{Leaky integrate-and-fire models}\label{lifmethods} - -Leaky integrate-and-fire (LIF) models with a carrier were constructed to reproduce the specific firing properties of P-units \citep{Chacron2001, Sinz2020}. The sole driving input into the P-unit model during baseline, i.e. when no external stimulus was given, is the fish's own EOD modeled as a cosine wave -\begin{equation} - \label{eq:eod} - \carrierinput = y_{EOD}(t) = \cos(2\pi f_{EOD} t) - \end{equation} -with the EOD frequency $f_{EOD}$ and an amplitude normalized to one. - -In the model, the input \carrierinput{} was then first thresholded to model the synapse between the primary receptor cells and the afferent. -\begin{equation} - \label{eq:threshold2} - \lfloor \carrierinput \rfloor_0 = \left\{ \begin{array}{rcl} \carrierinput & ; & \carrierinput \ge 0 \\ 0 & ; & \carrierinput < 0 \end{array} \right. -\end{equation} -$\lfloor \carrierinput \rfloor_{0}$ denotes the threshold operation that sets negative values to zero (\subfigrefb{flowchart}{A}). - -The resulting receptor signal was then low-pass filtered to approximate passive signal conduction in the afferent's dendrite (\subfigrefb{flowchart}{B}) -\begin{equation} - \label{eq:dendrite} - \tau_{d} \frac{d V_{d}}{d t} = -V_{d}+ \lfloor \carrierinput \rfloor_{0} -\end{equation} -with $\tau_{d}$ as the dendritic time constant. Dendritic low-pass filtering was necessary to reproduce the loose coupling of P-unit spikes to the EOD while maintaining high sensitivity at small amplitude modulations. Because the input was dimensionless, the dendritic voltage was dimensionless, too. The combination of threshold and low-pass filtering extracts the amplitude modulation of the input \carrierinput. - -The dendritic voltage $V_d(t)$ was the input to a leaky integrate-and-fire (LIF) model -\begin{equation} - \label{eq:LIF} - \tau_{m} \frac{d V_{m}}{d t} = - V_{m} + \mu + \alpha V_{d} - A + \sqrt{2D}\xi(t) -\end{equation} -where $\tau_{m}$ is the membrane time-constant, $\mu$ is a fixed bias current, $\alpha$ is a scaling factor for $V_{d}$, $A$ is an inhibiting adaptation current, and $\sqrt{2D}\xi(t)$ is a white noise with strength $D$. All state variables except $\tau_m$ are dimensionless. - -The adaptation current $A$ followed -\begin{equation} - \label{eq:adaptation} - \tau_{A} \frac{d A}{d t} = - A -\end{equation} -with adaptation time constant $\tau_A$. - -Whenever the membrane voltage $V_m(t)$ crossed the spiking threshold $\theta=1$ a spike was generated, $V_{m}(t)$ was reset to $0$, the adaptation current was incremented by $\Delta A$, and integration of $V_m(t)$ was paused for the duration of a refractory period $t_{ref}$ (\subfigrefb{flowchart}{D}). -\begin{equation} - \label{spikethresh} - V_m(t) \ge \theta \; : \left\{ \begin{array}{rcl} V_m & \mapsto & 0 \\ A & \mapsto & A + \Delta A/\tau_A \end{array} \right. -\end{equation} - -% The static nonlinearity $f(V_m)$ was equal to zero for the LIF. In the case of an exponential integrate-and-fire model (EIF), this function was set to -% \begin{equation} -% \label{eifnl} -% f(V_m)= \Delta_V \text{e}^{\frac{V_m-1}{\Delta_V}} -% \end{equation} -% \citep{Fourcaud-Trocme2003}, where $\Delta_V$ was varied from 0.001 to 0.1. -%, \figrefb{eif} - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{flowchart.pdf} - \caption{\label{flowchart} - Components of the P-unit model. The main steps of the model are illustrated in the left column. The three other columns show the corresponding signals in three different settings: (i) the baseline situation, no external stimulus, only the fish's self-generated EOD (i.e. the carrier) is present. (ii) RAM stimulation, the carrier is amplitude modulated with a weak (2\,\% contrast) band-limited white-noise stimulus. (iii) Noise split condition in which 90\,\% of the internal noise is used as a driving RAM stimulus scaled with the correction factor $\rho$ (see text). Note that the mean firing rate and the CV of the ISI distribution is the same in this and the baseline condition. As an example, simulations of the model for cell ``2012-07-03-ak'' are shown (see table~\ref{modelparams} for model parameters). \figitem{A} Thresholding: a simple linear threshold was applied to the EOD carrier, \Eqnref{eq:eod}. \figitem{B} Subsequent dendritic low-pass filtering attenuates the carrier and carves out the AM signal. \figitem{C} Gaussian white-noise is added to the signal in \panel{B}. Note the reduced internal noise amplitude in the noise split (iii) condition. \figitem{D} Spiking output of the LIF model in response to the sum of B and C. \figitem{E} Power spectra of the LIF neuron's spiking activity. Under the baseline condition (\panel[i]{E}) there are several peaks, from left to right, at the baseline firing rate $\fbase{}$, $f_{EOD} - \fbase{}$, $f_{EOD}$, and $f_{EOD} + \fbase{}$. In the stimulus-driven regime (\panel[ii]{E}), there is only a peak at \feod, while under the noise split condition (\panel[iii]{E}) the same peaks as in the baseline condition are present.} -\end{figure*} - -\subsection{Numerical implementation} -The model's ODEs were integrated by the Euler forward method with a time-step of $\Delta t = 0.05$\,ms. The intrinsic noise $\xi(t)$ (\Eqnref{eq:LIF}, \subfigrefb{flowchart}{C}) was added by drawing a random number from a normal distribution $\mathcal{N}(0,\,1)$ with zero mean and standard deviation of one in each time step $i$. This number was multiplied with $\sqrt{2D}$ and divided by $\sqrt{\Delta t}$: -\begin{equation} - \label{eq:LIFintegration} - V_{m_{i+1}} = V_{m_i} + \left(-V_{m_i} + \mu + \alpha V_{d_i} - A_i + \sqrt{\frac{2D}{\Delta t}}\mathcal{N}(0,\,1)_i\right) \frac{\Delta t}{\tau_m} -\end{equation} - -\subsection{Model parameters}\label{paramtext} -The eight free parameters of the P-unit model $\beta$, $\tau_m$, $\mu$, $D$, $\tau_A$, $\Delta_A$, $\tau_d$, and $t_{ref}$, were fitted to both the baseline activity (baseline firing rate, CV of ISIs, serial correlation of ISIs at lag one, and vector strength of spike coupling to EOD) and the responses to step-like increases and decreases in EOD amplitude (onset-state and steady-state responses, effective adaptation time constant). For each simulation, the start parameters $A$, $V_{d}$ and $V_{m}$ were drawn from a random starting value distribution, estimated from a 100\,s baseline simulation after an initial 100\,s of simulation that was discarded as a transient. - -\subsection{Stimuli for the model} -The model neurons were driven with similar stimuli as the real neurons in the original experiments. To mimic the interaction with one or two foreign animals the receiving fish's EOD (\Eqnref{eq:eod}) was normalized to an amplitude of one and the respective EODs of a second or third fish were added.%\Eqnref{ eq.\,\ref{eq:eod} - -The random amplitude modulation (RAM) input to the model was created by drawing random amplitude and phases from Gaussian distributions for each frequency component in the range 0--300 Hz. An inverse Fourier transform was applied to get the final amplitude RAM time course. The input to the model was then -\begin{equation} - \label{eq:ram_equation} - y(t) = (1+ s(t)) \cdot \cos(2\pi f_{EOD} t) -\end{equation} -From each simulation run, the first second was discarded and the analysis was based on the last second of the data. The resulting spectra thus have a spectral resolution of 1\,Hz. -% \subsection{Second-order susceptibility analysis of the model} -% %\subsubsection{Model second-order nonlinearity} - -% The second-order susceptibility in the model was calculated with \Eqnref{eq:susceptibility}, resulting in matrices as in \figrefb{model_and_data} and \figrefb{fig:model_full}. For this, the model neuron was presented the input $x(t)$ for 2\,s, with the first second being dismissed as the transient. The second-order susceptibility calculation was performed on the last second, resulting in a frequency resolution of 1\,Hz. - -\subsection{Model noise split into a noise and a stimulus component}\label{intrinsicsplit_methods}% the Furutsu-Novikov Theorem with the same correlation function -According to previous works \citep{Lindner2022} the total noise of a LIF model ($\xi$) can be split up into several independent noise processes. Here we split the internal noise into two parts: (i) One part is treated as a driving input signal $s_\xi(t)$, a RAM stimulus where frequencies above 300\,Hz are discarded (\Eqnref{eq:ram_split}), and used to calculate the cross-spectra in \Eqnref{eq:crosshigh} and (ii) the remaining noise $\sqrt{2D \, c_{\rm{noise}}} \cdot \xi(t)$ that is treated as pure noise (\Eqnref{eq:Noise_split_intrinsic}). In this way, the effective signal-to-noise ratio can be increased while maintaining the total noise in the system. -%\sqrt{\rho \, 2D \,c_{\rm{signal}}} \cdot \xi(t) - -%(1-c_{\rm{signal}})\cdot\xi$c_{\rm{noise}} = 1-c_{\rm{signal}}$ -%c_{\rm{signal}} \cdot \xi -\begin{equation} - \label{eq:ram_split} - y(t) = (1+ s_\xi(t)) \cdot \cos(2\pi f_{EOD} t) -\end{equation} - -\begin{equation} - \label{eq:Noise_split_intrinsic_dendrite} - \tau_{d} \frac{d V_{d}}{d t} = -V_{d}+ \lfloor y(t) \rfloor_{0} -\end{equation} - - -\begin{equation} - \label{eq:Noise_split_intrinsic} - \tau_{m} \frac{d V_{m}}{d t} = - V_{m} + \mu + \alpha V_{d} - A + \sqrt{2D \, c_{\rm{noise}}} \cdot \xi(t) -\end{equation} -% das stimmt so, das c kommt unter die Wurzel! - -%\begin{equation} -% \label{Noise_split_intrinsic} -% V_{m_{i+1}} = V_{m_i} + \left(-V_{m_i} + \mu + \alpha V_{d_i} - A_i + \sqrt{\frac{2D c_{\rm{noise}}}{\Delta t}}\mathcal{N}(0,\,1)_i\right) \frac{\Delta t}{\tau_m} -%\end{equation} - - - -In the here used model a small portion of the original noise was assigned to the noise component ($c_{\rm{noise}} = 0.1$, \subfigrefb{flowchart}\,\panel[iii]{C}) and a big portion used as the signal component ($c_{\rm{signal}} = 0.9$, \subfigrefb{flowchart}\,\panel[iii]{A}). For the noise split to be valid \citep{Lindner2022} both components must add up to the initial 100\,\% of the total noise and the baseline properties as the firing rate and the CV of the model are maintained. This is easily achieved in a model without a carrier if the condition $c_{\rm{signal}}+c_{\rm{noise}}=1$ is satisfied. The situation here is more complicated. After the original noise was split into a signal component with $c_{\rm{signal}}$, the frequencies above 300\,Hz were discarded and the signal strength was reduced after the dendritic low pass filtering. To compensate for these transformations the initial signal component was multiplied with the factor $\rho$, keeping the baseline CV (only carrier) and the CV during the noise split comparable, and resulting in $s_\xi(t)$. $\rho$ was found by bisecting the plane of possible factors and minimizing the error between the CV during baseline and stimulation. - -%that was found by minimizing the error between the -%Furutsu-Novikov Theorem \citep{Novikov1965, Furutsu1963}\Eqnref{eq:ram_split}, (red in \subfigrefb{flowchart}\,\panel[iii]{A}) bisecting the space of possible $\rho$ scaling factors -%$\rho$ a scaling factor that compensates (see below) for the signal transformations the amplitude modulation stimulus undergoes in the model, i.e. the threshold and the dendritic lowpass. -%In our case the model has a carrier (the fish's self-generated EOD) and we thus want to drive the model with an amplitude modulation stimulus - - -% See section \ref{lifmethods} for model and parameter description. -\begin{table*}[hp!] - \caption{\label{modelparams} Model parameters of LIF models, fitted to 2 electrophysiologically recorded P-units \citep{Ott2020}.} - \begin{center} - \begin{tabular}{lrrrrrrrr} - \hline - \bfseries $cell$ & \bfseries $\beta$ & \bfseries $\tau_{m}$/ms & \bfseries $\mu$ & \bfseries $D$/$\mathbf{ms}$ & \bfseries $\tau_{A}$/ms & \bfseries $\Delta_A$ & \bfseries $\tau_{d}$/ms & \bfseries $t_{ref}$/ms \\\hline -2012-07-03-ak& $10.6$& $1.38$& $-1.32$& $0.001$& $96.05$& $0.01$& $1.18$& $0.12$ \\ -2013-01-08-aa& $4.5$& $1.20$& $0.59$& $0.001$& $37.52$& $0.01$& $1.18$& $0.38$ \\ -2018-05-08-ae& $139.6$& $1.49$& $-21.09$& $0.214$& $123.69$& $0.16$& $3.93$& $1.31$ \\ - \hline - \end{tabular} - \end{center} -\end{table*}% 2013-01-08-aa % 2012-07-03-ak - -%\notejb{to methods: ``Note that the signal component \signalnoise{} is added as an amplitude modulation and is thus limited with respect to its spectral content by the Nyquist frequency of the carrier, half the EOD frequency. It thus has a reduced high-frequency content as compared to the intrinsic noise. Adding these discarded high-frequency components to the intrinsic noise does not affect the results here (not shown).''} - - -% Either type in your references using -% \begin{thebibliography}{} -% \bibitem{} -% Text -% \end{thebibliography} -% -% or -% -% Compile your BiBTeX database using our plos2015.bst -% style file and paste the contents of your .bbl file -% here. See http://journals.plos.org/plosone/s/latex for -% step-by-step instructions. -% -%\bibliographystyle{apalike}%alpha}%}%alpha}%apalike} -\bibliography{journalsabbrv,references} -% \bibliographystyle{apalike} %or any other style you like -%\bibliography{references} -%\bibliography{journalsabbrv,references} -\newpage - -\section{Supporting information} - -\subsection{S1 Second-order susceptibility of high-CV P-unit} -CVs in P-units can range up to 1.5 \citep{Grewe2017, Hladnik2023}. We show the same analysis as in \figrefb{fig:cells_suscept} for an example higher-CV P-unit. Similar to the low-CV cell, high-CV P-units fire at multiples of the EOD period (\subfigrefb{fig:cells_suscept_high_CV}{A}). In contrast to low-CV P-units, however, the higher CV characterizes the noisier baseline firing pattern and the peak at \fbase{} is less pronounced in the power spectrum of the baseline activity (\subfigrefb{fig:cells_suscept_high_CV}{B}). High-CV P-units do not exhibit a clear nonlinear structure related to \fbase{} neither in the second-order susceptibility matrices (\subfigrefb{fig:cells_suscept_high_CV}{E--F}), nor in the projected diagonals (\subfigrefb{fig:cells_suscept_high_CV}{G}). The overall level of nonlinearity, however, shows the same dependence on the stimulus contrast. It is much reduced for high-contrast stimuli that drive the neuron much stronger (\subfigrefb{fig:cells_suscept_high_CV}{F}). - -\label{S1:highcvpunit} -\begin{figure*}[!ht] -\includegraphics[width=\columnwidth]{cells_suscept_high_CV.pdf} - \caption{\label{fig:cells_suscept_high_CV} Response of experimentally measured noisy P-units (cell identifier ``2018-08-24-af") with a relatively high CV of 0.34 to RAM stimuli with two different contrasts. \figitem{A} Interspike intervals (ISI) distribution during baseline. \figitem{B} Baseline power spectrum. \figitem{C} Top: EOD carrier (gray) with RAM (red). Center: Spike trains in response to the 5\,\% RAM contrast. Bottom: Spike trains in response to the 10\,\% RAM contrast. \figitem{D} First-order susceptibility (\Eqnref{linearencoding_methods}). \figitem{E} Absolute value $|\chi_2(f_1, f_2)|$ of the second-order susceptibility, \Eqnref{eq:susceptibility}, for the 5\,\% RAM contrast. Pink lines -- edges of the structure when \fone, \ftwo{} or \fsum{} are equal to \fbase{}. \figitem{F} $|\chi_2(f_1, f_2)|$ for the 10\,\% RAM contrast. \figitem{G} Projected diagonals, calculated as the mean of the anti-diagonals of the matrices in \panel{E--F}. Gray dots: \fbase{}. Dashed lines: Medians of the projected diagonals.} -\end{figure*} - - -\begin{figure*}[t] - \includegraphics[width=\columnwidth]{trialnr.pdf} - \caption{\label{fig:trialnr} Dependence of the estimate of the second-order susceptibility on the number of trials $\n$. While the estimate of the noise floor (10th and 90th percentile) of the $|\chi_2(f_1, f_2)|$ matrix does not saturate yet, the estimates of the high values in the matrix that make up the characteristic ridges saturate for $N>10^6$. The model used has the identifier 2013-01-08-aa (table~\ref{modelparams}). - } -\end{figure*} - -\end{document} - - - - -%\begin{itemize} -%\item \notejb{ \citep{French1973} Derivation of the Fourier transformed kernels measured with white noise.} -%\item \notejb{ \citep{French1976} Technical issues and tests of Fourier transformed kernels measured with white noise.} -%\item \notejb{ \citep{Victor1977} Cat retinal ganglion cells, gratings with sum of 6 or 8 sinusoids. X - versus Y cells. Peak at f1 == f2 in Y cells. X-cells rather linear. Discussion of mechanism, where a nonlinearity comes in along the pathway} -%\item \notejb{ \citep{Marmarelis1972} Temporal 2nd order kernels, how well do kernels predict responses, catfish retinal ganglion cells} -%\item \notejb{ \citep{Marmarelis1973} Temporal 2nd order kernels, how well do kernels predict responses} -%\item \notejb{ \citep{Victor1988} Cat retinal ganglion cells, the sum of sinusoids, very technical, one measurement similar to \citep{Victor1977}.} -%\item \notejb{\citep{Nikias1993} Third order spectra or bispectra. Very technical overview to higher order spectra} -%\item \notejb{ \citep{Mitsis2007} Spider mechanoreceptor. Linear filters, multivariate nonlinearity, and threshold. The second-order kernel is needed for this. Gaussian noise stimuli.} -%\item \notejb{ \citep{French2001} Time kernels up to 3rd order for predicting spider mechanoreceptor responses (spikes!)} -%\item \notejb{ \citep{French1999} Review on time domain nonlinear systems identification} -%\item \notejb{ \citep{Temchin2005, RecioSpinosa2005} 2nd order Wiener kernel for predicting chinchilla auditory nerve fiber firing rate responses. Strong 2nd order blob at characteristic frequency} -%\item \notejb{ \citep{Schanze1997} lots of bispectra, visual cortex MUA recordings} - -%\item \notejb{ \citep{Theunissen1996} Linear backward stimulus reconstruction in the context of information theory/signal-to-noise ratios} -%\item \notejb{ \citep{Wessel1996} Same as Theunissen1996 but for P-units} -%\item \notejb{ \citep{Neiman2011} cross bispectrum, bicoherence, mutual information, saturating nonlinearities, `` ampullary electroreceptors of paddlefish are perfectly suited to linearly encode weak low-frequency stimuli.''} - -%\item \notejb{ \citep{Chichilnisky2001} Linear Nonlinear Poisson model} -%\item \notejb{ \citep{Gollisch2009} Linear Nonlinear models in retina} -%\item \notejb{ \citep{Clemens2013} Grasshoppper model for female preferences} -%\end{itemize} diff --git a/trialnr.pdf b/trialnr.pdf index e728aa038c9928762eedfdef4e9335056c7b2541..76f9757eb384cf166a338cb0d6875ab14bdd40c4 100644 GIT binary patch delta 30 mcmZ2AnQPT#u7(!IElexgxC{-Aj0`M|EsYGfZ)#)u!2|%OtqN-Z delta 30 mcmZ2AnQPT#u7(!IElexgxD3pU3=NG8EDS8SZ)#)u!2|%On+j?G diff --git a/trialnr.png b/trialnr.png deleted file mode 100644 index 029c8c8268d575d916f49acf92e644b99d00daea..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 23844 zcmZU*2|QM97d?DSR3gckGNdvkWJ<QYLYXSbRAeZbr_7a*%tIj*Nl40+ zsbmUe9=>(zec%88`@Vk9`@B85JNG%)wXeO`T6^sisHuK}hKiMnL?Y3gI;o^hB5g<` zk;o)AQ{qqbUymu`|BkpE*LTrzuyk>|;B=96`hv?9I|mm#8#7MVi%!lq4)&sg;({Uq zoYpQbSDdAUgf9Q@1A-1tRzmy|9LI5yEmuw&IFm@U7l{9nWy)vRkVr;hr<4?Q-Qy;D zymZ^#5`=!a?MT?O=LRij5(|6#%Qh*_Hg#z|KGTU8ROSi}6O*HpU1wa=-RdX0MMV;N zx_Txj*>Zm;7{nVCQB3uUzMp(?;PI0e@mb<|wi6M1O%1<}Cpjk;68b8OzwDj~S>x+(aN05VL(zvtx47KJvkXL&C($ z#Q5H)R-xsPyX!GovPnaJ^~KQipRvxp2M?YWu#KTv{@7i$lv6dJD~IQ974WmrTw0lJ z8GI*HRXdhjC3wv!S+oB`@-dR|e&MS;n(^f$e|M*wIb2~>4GTv3R4=%_UAJ)%Yq*e8 zwRE6pvbCpY!tdWQ3Q4rMnSFhEnU{|*IzP3o#QFP`U;PSEooDs*2IeNdF0{$7>eSZP zd-zo2DdcpGjHpvvH{VnCEiEmz;fS3O=Z-kFaxSOiwY8Yp{AAD8r7v;OGS6aSSod*r zZ@AHSS4h*(BHg7_JS~Ecfy%DCn65=;mRiETd$XV7w@)!T(Q0?F4&}dIZ#{YXbRDht zFLKYt;iz8so%k|)x{YMVjvZrP9Q@o{o}EoqS663kYrDf&%qp~bnAP{yjh{b%`g!Jb zi(E4*bDL5&Fo+I4!LVCVgg4&)bk>1qpW@zHh^*B6tZXvAHq6-VF;&6B%K93Mb{D^8 zK7RbTwY9Y=9RnTR!QyYB>apRX-b_3YWU<@u=- z*RCCjiHXs~w)(yjo)A|~)tV`P|K{T1w%LzO#py2F(hZ%Zu8nD7pKjgSz`(%J|E2Jf zJGRJisDaMK)zxgOw_@RI)vBS)@_50*yQ&pcnP1i9;md|kKkb}4t)wKj>(HS?!m-Wl zWt|q-q&tlkub-VSyPudCIydK<5!yV@+HX(ENNTtJ^P>Lk+qchs*1ZupuT6!IX0(x! zW@cx}x@iJ#mg)S$;taUoDBEdd)!FpBJS4qrQwdXew6@!)$kGA3=1~{DC;B(n|5U9p zKQpNc@mVhNslkmNl9J+ITWvkTas2#wHg0ZiO%s!ro)jdeR11-vX6ELyGxd&(=bW8I zot&Nb*QvZ`kDU^K_SyGng)uE6ys1eoGAb&SSg5&)*zk^aYq5d+8`;_XEYy@yoy9fu z^PA6zymG8_+H7NQuWW40j)i3UeQfXM4RQce&)+v)ZZ1XOE zeMzy42T4(S{F0bB>pgwa(1Jd0f&ajPy8hPqONbw;ty_uZ#ngvQ+XrIp6$OXL21?bInfQLaG;oV*RBlRKIvZH z?wX|bO$wtHJv}|{!w=4C>gf0y7TKTnNcdkqG*TaSUP=rIP&{?!3?mkzPLYpFZO;*} zDGhBMo$1i^h0uk0pY{2jEd^6dh1ehLy1Gr{h5At+BrYnYrpP5p9ouc4M*MFirTUk8x_)!o{@xq zjbX;E^n7fcMlKN42H^wn5-{#vaql`>U>0eR_12gytjy#e3#KVsgjtrO_P&KVG$9& zed}xU1Lj&{IQW7XYjUe~ZDkyy+}h5LfkQM} zZQw|RhtHC4qj^qNR`f@=NG3|rG;eE(vg4;KEz?JRa3KFi`Qq&N)-PXzd=~tDsnCL|)p%rNjAlfWkt^|h z4b9Dd#S*Rsl#~(dPelb;TaTXz)p3W^M zA+h29hNf{JHMPld<!^>ZKdqaNyw4Lr=S@F#5uyrhJ!M!suGat)nBXakH z2M-#WnrbI|%CzvDDJfjmh37IlCFR_-w8A7M>PJ16U6UiGzUA)hJNg$iy`F865B;9# zW84%;xoi3Nx?L_GFYi$W1+ukalQjy5s#OVNuRmwX7e``?orbBrm)a5sGUQkJ*suTC zL)4hBMGo~J(^M;FHy|8LKhKBt6<%USnr-dv-Bx(+;N&p}k?2}Zhx~y7Gtwi8F>85a zJ-s`qG?+vPIP*@6=uY00#6 zXW++=+6Y54Q&ZCVACq-IV$H8tuygpV9FkjGFegerFF*fl0xO+6NA*BucJ~GkDnWLEAv{OOD-?pjkx@P@}X~8`bIsq zRZUugxSh?7;%Tn0^nbk2{PN|?Uz~ZkYLVudaRt9z!u|U<@O;FUg~~1Q4mnA~PpLohLoI84#CH+D{7qV!eYLsAdK|#d9@ZA;{FMcC-T+pQQE{@Gg==!w$ zbGt5)-+%smYY5v*;M1AmchiF$>nzMd#&Iv*_z5&!t(MiMHah$+%5k7}OQZb>{s&aC zhaKL;h+pzN)P6%)hhiPSeGas~^T5LQkK#9w?QW6#YWpYs#>KFP@pCZ~UyIC}W5l0# z*)9Cc$rYBA+?=Kzh$}j0Uk}gAJ9LU-{l||?_a@_4Rp#~E1Pt;w-k4p>{s-$n-2IvZ zqM&ufR8xwNx3J3&Q2)c-pXRqGY+W-p5D z{P^+Xht}3tS)Rc1oJ`@f%`NilGL1rrP?JiJsoWuQU%r z*=66(KfrMdIK&%ou{bl#-WAW)fQA;a z!-rK%pXuuAaw4z+E|G8!+X}Ogx}P#;W@Sy+3CG9CyadWdwy4@=&Wm*m1YATsfA>nH zm0KWTYimD$ezZxMvHMf5N$86gVtJX3(F+UiGBXW(@4p)^cAw@l_MARW9I(0|#)YZ% z)hcA93!a{yWG7B5G3akpxY2Am+rVM9g$(F-X2$8z^R}@+q#FpSq3_?10q~m&CzY07 zS1>6m;|{$H&;jTz3${w<+Izs zIBHYGAE@~8B)D(bzkk2`Kp;<&UXIuApn!mtP|nQ@Gw+0CopM2;>TS3bQdGM~@Qj@BCWKA8))~aXRE)LmveJaDt?h^Q_S*msq>q=CkP2Lk3oQw<#q+%$=Pk7pum9v@U}7?BO*#HtUw{Dn-b7?3t}iAgw~byI z`}CCJI^#`qu(1!eg&;%^WD*`e(wMli1ytAZ`+GJby?;jHekgc8=;lo_ zqWB%8QOpUuncD{Qs&!fbQ zR*B5!hE#OLhpVMeQdiv#40eLeg<{J9t$(;kk&b$M%aMo^R^7w5fMP~+%jhRds;KB0 z6@QlCkv}@AkWioGvW?i(GdX(AERtZ9kJHn+#Kjpy<<}(785&Llex{_QQOL^5{umv7 z)fmAO79W2P_?L9#$dS!kw{9IhsLn`50m3UeHa6sRgx&L(g3Lm{??P9L_nnt7CCaDY z>;ez1UY@E71@C7_^j_jyo90-j%gV|!yHV;msH~){e0|MtJKf^WXtkF~Rri_yK?el& z^@`pJ^#c*3E>h4D6mmO{rM7a4iqeCReg=|@iH!xU-0ydW^&Vw&b2F+>CW;40^1Dmj z-^SU8*r-*$TbHV3iz1=soXvgnvm@sa<^#>R&NQ&r;{L<<2 zsiWgm`szGl64?jv5RZ2>wbc}GK-Abgqt!Z{Ew;epzT3vS5Ou&xKt?=bLH4+Fx1~#R zPo>u`;wj{o$3>&+bgFyqjwZ-@-16q{GgLlt!g1-hjhL8N|GmS#M>RA;-PNF& zWJ1pQ{q1C6fTH0)E`;MWG?x5f1J%M0<(v*KtS-(B?z}+#-SS7`xasQ$;JBN%rJojT zu`*v<3=9f-O|Kzy^Q`eTiq2e<`YE4vj}^claU$BQZ3_o}kG8pg^J7kGwZ5{xIzQ;J zHsWyQ+iQx+50JfHkXEF4uNwK9(H<2Q71cU(hJsXl<=ciEWnJ2-tt|I1vm$^71_rvN z<}2oVj~N>75@34w;`?Vi2~e^Dpt>L9;})93w~Yi(Ag?DHgLB{j0%~}$$OG9pP zUwC-9rzAARl>To~e(K=4D1nk!`fn^e0(Af~ezfIjX6DhWSH(p{MZug<1;P>&IW*hm zBf5$t<83b6xVVTBrxxM+sM(T`l!)B1C!&$4v_RpWGmSht&&-qC$DuY1bXg_V6|~3& z1Es_raaK0+|I*WQuhYbbEw^e-ih+uvayEV{U`!Kx;w9^Xo4PR^6|LQGZz(1uq|p?q zhjdv~be39oqD&THnhLbX9npC4OgHMU#aIg-XX7pjyI;X-d{+*?GcYuio^bTgeEnL<#9{;bMCG z`8neYlP|44SNX^j72IK)jdAzoCi#+0wihn!L4KE8`mxth`sL{7t!dqtFCNzxiKa$M zfI3wpzfvQgR8T-Q@x_YG!T8M z^vELko@Qmy%{Nk{TdMbbn~K&hD;fXcGWu~p)XlPTH(Oi&%0EvXPJK%LxB`{6QL4SM zO1HMQwtu>wqyE!VLn4`9K*bx#TUxq4-c_&(=Yp9-RaLbn`Ivw0#2GMWMTP2(Y454x zQI|&;)Y#=bS^Q}^-ZV69mXelU737T%?qX7D9Cmu5pSK}L@9Ass+zt7cZdS2!aMX7d zSk>9AJ$oiN{RjYPZ>Y?zr-nsb{QQ3l#J2^L50zsVz>_$JP5do~1YkY5L$YPRqY7gjd zgoYelk!*$gbc$hTBWglgT5@Wtug)U){Eig~-t(JZF+^^dWL6<_>l`#LaiTbzYkd6d z*{FSn8QNL3)V9jXl)hZFOMuD0Mq(WX&Q>iwcqd*>x`Mm}iL`Z@d@scGJV?U6j!V7v zf?g{A{{BQZMxIWos9=LWGLYBMaMHrc%Df}{OvBr^in_XyohHY4-6sk=fzs8ZzOVLg zlCPFuZIj=#XU_#PWn`BjY0%&=6o%>T_JV%euDHmLA3wH#J&nQ|SdYviA|g^NVC(5w zUSzEJLE3qQnu?05Tk34GrfJO`8s38kkDofV<)M(tp`5Gi@jH+ zz*&NDa|2*=;e!yl33!fzlIJq2{p?sg1%!Tx;Vy1&8hkGKI$65CVwlF;?d2MDN%0`{} zsZ*y24M#;q<+)88H)6clQ*cfR0>00yq)3I)atM7u4{XG4tEz6jO(o|4IL`{dV7th^^vk9E`Pa=BQNu(T}RSwayOXk zXL>M)6+K8`ah3DzvCVhJI&*{DR_30XPCPtl$W584`cQz*H>JddCP^NU63BvEQY+7TJ|$c{eMBO)mv zB;*bBqV$TEp|$Lx80@XfXgEt!>DT9pfB$k6OQZ3X8YRq+nXI$=Kz%PKA(pvfY)7=ubI}4l9)nH_0bN*5E(8j&n7H_< zm*H0}ArhE){b581GFc`mj6j=n8!P8n>E9&jIIt00Nz?}538B!t0RcZ~6-EBIEd06v zY%S})G@9Wh8+o6Rj_#)TrBD4gH?dzCTLER>eE$6TaMzPV3IF;im*04&V=F8RcIH+t z@xOHF3ppOl^bLGO5aq44t*zijDg-Odx=|1HzGYo2E1nQ`*`ITZt*xyM@82t{t8YW0 zDVfNMHTt6@>pIQ?Wwh=pXz$bTF%BTQybJ4yc4qs2oPQBwjsEaqtB(0^JC!}jcKpN% zK$oPaPif4}%?AdFfY5t#6qj^za)Ojqy#3fV{mD5c#*JiWpBd5ZnoE@TF?LFfi`(t^ zuFaqQdcY+wY}?+yS1oxLC6xN|rR$f$xt|_5R7iU-Uc5jBIsP$z&J@c?6q{Nm#Bg2*q>I;#Wec|LsjaHDT+uIR_q6mw|Z zn>S{&Bh3KeuaFiSo5bnpnpF_6b_r97BL%5#KYs86g4A(dwXjf0ZM51`8gSIBXP+f#shzm0M$k!dmYkYjTB?Ai z=&L+<1S$!q`fRR#-mNm0Yd1JIgWxfdw?hj#6_R_tOwY)F2@K&^)CL6LEd@T`k4c@K zo&KLb=@E-oP@wbi1rUm&NHfQ-U1K$2l(fFDIGI!`kVwMQ7>PalmqzluSFhjp%R4VZ zM+X8g!HbPTR|@cx*coj`%Kf~lPySfN7P2nQ=`_-+kVRr&(rV1BDA+0B z4-)})-b+uNe5ki?-@blu8%1mbao&rIB{@RSu=9k_9Fg>*s)_?#0#_d}zi{Eg$y28k zko|=2s2FqpMGSk?XZy;p={U*A$r)2?ii(IlYMs4-_7#LM;>;73eX_e`FMIIayGm$A z5t-`ZJ0^kirS1NE5#WArlG^w1PE1XmID5A9MJM3jUOBmh=ypyqVPQ_nOg1*Qa1#|s zaADEWd=isZ$_{H!^bW|a{5qC*p$gDE6t&KC`D-6jXY$C<(886+z^vO@BGsu>C={wY za?b956_EPt*A>7C(FoQdG+dyw+$4$?q!V9X-|#_z3@i;ql@&jWgpCT-%qE_Do*lbv zXBWBKq`>lC@iuWl9a-zZfLoe~pti!>BC*XtwQ-#l6VbXd{Ju+1b@``j={1rbKi=54I_Z`SJ>sw?;*FUyE#j88hJ^|l=ia@( zm$n_dU1z3XWtH*hczk&c9SKVmO!hPX;=A;fe37X5CyHI4KeN1#JK{T7ABsoly>Icf z=Jo66;D3aM3XXeHLt~y`Ce|-mBHufm&XNWZcn(Bh2w8FTOKnvPc7c|2Tjn(-7W9l(Qi#dYLHtq*~c}5p1qZU zm;5f!L6x)}_{Y)FvHJ*bEj0~IGIH0!g9oiIU8-4FD0XjJGkDb9&=;nX_8Pff^1)O( zj?|%}tKj#C77b&8?zg6~doNsgIS&+bj9R56US3}I=jV~;_w3zUQ|7x>(Zpx9@bmNap~eW7 zUAyQ*ks>Z2qKGt+emZtLJ^f%!*bcfdHs6m1lRw11%B3UbSa$D@v}h!80ukbwAZwxz zWA>r(&FU+S?HfIRx1RVg>LS?U^)o92?ffEADwQz~H&O6IIOIc$darLqM^uK1jqM&3 zacso^p-O=G0WWZ+e0Y=O5|iY@-F8tsA|fK5GUOH~GJzVkCg9rsdhB14E`PEn?>^~n zNwc!7{#NL;sV729Wi;^2Xzd#XzkRClz1}RZA9`3l@^tHm51f2TO#bvC-NC|C%j&d++905PE{eyi0wF8|Vf(a9IF12OH@ zR~Bb3Ms>_%WshCDl+*T915a{4ENl;D*5vOW78>oNpnEh9<kOcD3P!*8Md7BqwfG|&*~yO~Glr_H3qWN1*3qN3vK7j@c35v=-_ zZ5b{&Z{vYb!KKo8eqwp+NaC`xUMkNU6EY`7S??|MOnLj?xkFjLI`O{tQD4j5&B*A7#xJ1tUTNuFX!V$Dv>#z*W2-BhsyrYuzP>b; zTW9|5+c)>|yn3QF4|Fx&Td^yoPkW+(;oQ@QH~HvVsaYbIPHFyBA6&yviFUS~ga+Tk z{Pq6W(Zq;L+POsU)dJ=D@&bK3Hhm!q8S>AZ;&`EJ{@Gar|fvp*2rjgkrA~M zD)!Z}azZ~s|BpZ%z+5ovWX$$N{?*9Q0H}quMre$&vBCB19@Kt*e#9Z!j>15enQ9r$@bZLU2F}0$UEvLNu7wqI)zjTay>v(0!M}A$HU$W})E> zdFx>974q=EP9aLHV8;2*_{hlH$eDu>YtTgt8q#-nmn1r9&~69v>e*|2Y2_r%zw&XV znARqVoxG)8T_K)@>{3%xGjOiG(c>1mn{NcZ_Rz_TOyZKoZS+?mu_JrpI2}NYqesin z9@S`}U+H;-z<_8GKYqM#ZDt_pKiuXqh5!5Psj{*%LZ~9d&J6YVn3;76Zf;7ze`eqI z!b_d`M}q=xvHO1Hq*A%r<#1CpNgO&IH2iv zKCysHl$k&_rq#dKkBsTWBqW6RZlYEHx=m&KMo6N>S4~we3la{LzvNe4QE>yLOJ4PP z#AD1lb0F`Jjh>n)o6k{o(Rd?O!=TdrrHgX&d!(o35OpL#cX$2nH5aFJ>V;!W9qf-q zf?3^1N>g=AOcM2*`?|XLY=nT-_lyRz{_J5JDNBuLwyYsg0A-d{OG149Z$cdom7ROU z^7xs4-s?6Y-vH}Z6rP&donx)t-FGWI=HD-UF{M$Fy@-qvH)6%~VEoOSH-sIB^XiQK z3DW(T82(9t2XS#tEp;*m0!$znfeJr2ad-+3Gb^KON0~`ML1E8a1Xmk<)i#yj;9v;v zwYiYF(8whtK}aMNNpuA?(F7ntpd9Gyd6m@eRnVC726;n9ru)R+G{1eDHz2*$+N>oc zus1rUY4c%K&pxx54%u`!BxE2pRPHshMX*kW`ZqM4RwM7x5molkNiUR}o&;G`#k3<7 zX@CCwu}_qay8H)rp??}18mZg*Y1@7ShT)sh7QPL`k(n9SjWRNuix>B!OKe z^;xvFwd0tq!`2J*1%TujG8RvBM+_~5?^mrQJ&@Isg*!xA(s|^rWKZA6k6cICk)s`a zmcN=^TqpF&_jcREOdjc^y@kp+4F%8Rx&SCU*CRD<;)Xn%OoapL)T(=$tYO-Mbp^GZ ztbejJJ9@)MqT{%AUqRQnU#mYm63^$)`n4b`P;-E-%_uwUBx-C6(VRXi@F^fDXoqk6 zqem?0-AP`)crj1EwtnX$$^;~DG*bx@gkp*tu)chmp!H}&p;L3PyY%W-a6dA%E5aT; z@B?2%8@jY&=f=~8)~#Gn6$zQU_et$!TS( zO|}O#@RaALyMO~jBQTy9j#h(MM=zQ-*OV!%3F+;odPZyq>&L3~<*NE%p-RbNM@yB8 z6WceUa0Dp)Y-k7=DmD`I=iDr6*@FxO$4O1r3b3xoE%X<_becZXi=&hUGaVeLs_@@@ z>jwV#)G}Xv*Ap~C0E+_@_}8cCS{0++G?5(%gOL1k0kZbHmX>#$Q_Yv_Yo9 zvfvxE>F_z75Ydwa{wHrI5;&Obe5-XJ@8@P|-sZP&Z=qLjX_+pWR%PEK1*^yVOQsk3v&4@TSH~W{bJo$;z8@L+f|SZ-Vy>av7yanb zQD9t_$KDIy{B>Nt-o1Sr{vz>QxqDuyvZ~T6%U%T=S62x%ZnWTrd&$cuAn@Bgo#9IF z4qG|>A449{2Oyi+$M2%2Cr{Jfg6aX8O`Y$~jp=E}QyRKf1~SXG>bCYj4qLA@YIxtOtgJk8rbkGOGOdzl z^9G{DpH=F1!ri@?B?xSld|WY~;%;fz zk2Jl10?fCq#y}r#FIp=v6(Y{!;$+g;B9Xp7eAtc@L!_TA$~Vg7H%}Poy6u|RF)f%^ zDlCd~8V@W5PjQTagjDezraZIdEVn+dP8$gir{yd{^jj(7C!sJvD5Rca8XB}nP|rc} z*ZR1rHn5NC#5{T=IUIXWe(<-~ub6Hp+bdVDsAy3JrzwV3@ML>s_ZevDE{n-~q+Ach zqh};~^HXL)zF@y|=gz+G(1A~V(MU^6J6)pT7BE$DKQIOsZYJx=iM`?^IUGIkIH~yn>G- zF$GDh=J8~^(a_Qk0=#VZZBI{6=M!ZEkk$Eg|Lgxt!X^tMq>}pV<+?G$8^v7t&s3DhygancO%Vmnm+sWI3 zo-8jY-pEPF1PvV!TOUfuj1n?=1MNu|N<~7BcGh!9f=>(zEEPRDdE4XeQT(BqTFD^W1Dw6h?TiuOP3yvul3J_^ zH41kagM5EBGodu$-!2~v*Ja`)@kue*AC$BNS&D(U_!=`ma6Uu}5@(8L|{`jF&`it{o|yLJU1G<<1VAHw#z{F*4jj_J4f_AqDm ztV&wlrpWM&V*ZEFEh8+nChD}`zdTC=`3?F`=WB}ls0naoy6APns2*IW4I6&bla|+Z zZZ11Ek`YcAJg=sqVK6>6{YX2DXb-rKf4+G-RwD5DC8Za?2yJ!0(4$9>wi~J+VN%6u zz(R1!$auc_6M#FWRwKWSvyN`nzBBV7gzkcL@uIL0Eg$o@LR{#t<4AzAj8v5|BT2!p z5J2{G=x)xrr^?Xyh;MrRT5&Dq=!@!qUsTX#7apIsJ2)+!9G4`TKevAG!Ayr^G;bh)#_(2dZF1QxN zh-aMg{4QCDwzvAQPa)jJs#60Mk|^m0(25w?CaG{;k#wp=pmF z!}qxx;Z|n?f1yT+s}m0iF0canaD^;3(X^oh=u&9geG363F-YcMCD<|iLtw|_Y**Z9 zhK9_tM$;eJOhTl*0!s;WvVp3#v8wK$swj^4A3nVEk9arVI^p{feM^uXlt3oZFCck> z0?xKi$YT0sk?4P2|MN3aLOTMKlxTCd%_$Xb%2Y`UmtRm+GBM!*)*xDUh`mPF_sF;5 zW_*wnAvb3LQ^d(!+flVpCzRASYLwvff7*XkJJ`3XfI3W}bI||VZ|lO^d{rn6_(T?R z{~qrqE%~QP`{bu>UMVQ11rpW)`?J!ZNC_@SClGonfpETs| zwb^vZ=3MP8 z=yH20_l^g$8le&N+_r=N$+<$R|0=nKFpL~_=&fyzJ?uEyeFW$3WKh~?0dH?q(>PS zYU`&@(|E58a*&e*jmrbz{Vkt)dmy2>;zZt3!mS56Hfy8Ld2D~>pL1eqUCL@AI{%OO~SyI+T*3&k~+tx(X{A?F*ZzWeA5lMIfKav zn*lMe(IOt3kV$RLx4lW4x95coJ&^9}agsOTIX&g-sl&_Q{v+A{ zJ`@XBS=Qs6D#~QFx`q-r)Rp^c!+Tq`5L|TwBMq?aRL)mSkrl`CJ%xGA+DBW!14*}ssQaC)tgVQ%x~A=F^G1-6@^pW&u(1(i5E)Bs^2~(sj!FE;k?64qtHv`L?a}G|Jv7#2N3(QcH%+KU z%Z3;t$!H;eo*7jB?$W{J4P?IBDJ9Mw^bhK^lL6GaiyeGLt>=boa&R{6Ho=MOE8oKnn4myGZaLM`jj0hrJqLc$F`jps+R|A_ znGV~_#3R1_GjdF-VS5#}r!%OYUejX0Kmqt+o<2VURmK$^ia1F}#eCIhV0JW>@+_NU zD7@Hi*2Z%-_lRc-mH*lRM_FA;HV7dxue4Y-(FClisik!jiZ~p{*6O)+mCB4a+WzDa z1Bu2S6NP-CxHEjDX{S(No(rtZK;ZZeS5Aj~q zR2dQ#c*u1Ehz=y+Kgv?&+R~+>+%s9ap9`#L3npg!n^X7;&)xes^Z?DPg|>Gq)4_AM z<(E?B6#-(|(PZ<441gr|3W6Gm1SW6x>!$*>%Ff6gixgNt(bd&eT)d9psnH?v@8OvE z-WmIH;|2$&GiZ>|_$)^G1QP$6{`jM!zEZCv8fk`@;{pfY&m?4g7nUbdHBp?G=PnBv zm$Tq>P#d2&g=-+PL8vP@Z5$M_P8-K{;8O-TtT*7QqL&wZ_CySQI7W-ko$ovOkyo+D z&!DW-ZWSu;FU(smfEg6NwtlS9G58LA&usd4%d+Typd!Pv2Py94xvgYwTg}HWX<3!+ zAyM4<2lCq|X3>r!^k*m}PxU+;uI&59pTx$&aY9Y4>4ibPW-Sfnq#1F4yh+dX`Ng{I zB(U8lwXaU`N=dPz7p)AC3Ati_{rJHQuxY{&Xqo0|hx|q4N>5qpDz1n|MQ>j+$}~(d zZ(s%UuSea3u0AD1{t?Y0~#6=UQzm8Ih8 z({Ee@Rrg^%*VpS8hJ>F#zqTI`u>W$BY4DyxYMi51V-_6KMzO-fmgq#T3 z?O3YJ_~^^uLcBgvwOYjIr9$2~L_?`~`oqRF3@yPn1fXMYQiCTfE-@5H)8#Lr^&myJ z5bAqUM#c$hO*ZlD5oi)D#lQyfI{yTq|2N@2-+(VJlb=q^b-b|`~A#fSIC@LbRAW*sgmNJb~r|2>k z!AmG$oOdd=A~oD$p0GVk=zIJ zqL(7CZ|IC%veC@Ocbq>@gMlP;yh&~a$%F^&uTAx@KeTNWYz2*@t(fT~-?R-(J;h+w zA`cXl=zXFs50$#$8CjE^L@FBH1Ql^`NX%Eh#@&6M|JM;qz4(bAzu^Qsy~X%@P{+JC zYvj-WpCo<da3A4w_tqRH+85{&CN5o=7N1<3+S~4=O=}A-cm35z(oMduy zh$&BPL+=Gf98zklaBFHM5HS?ao@FKp3)7gw zy#!`fkD(ue)fc%&p;e-&rbdli(PVdRJ7AjVGcvEaE~|`<&ww4eTN}4j!2uw?ShVe) z@}SdCZ_Fq!w1#@`^S<1IcLSWpXy9&uqmycC3`iylKWl3@Hd)Tzm1Uf;?=9c*K&7sK z-{#`%hN5K*yiYHFPlR2ConYGl%P>(Q_g2U#&K!QW;cV#vm^+ay3HEIgtHyn5q@4}e zJzO?_a9}`2LXL~dn<)3C%p1vI!vYxlF*X(tEnDW4Uh`o=B7 zwKsW}kjWshA^ihfYKdK6Wsm%iB)WGSuWtGMlaDMxffd#DU`}4Wk6!Ef_Kjp<7-l!{ z5)A$$>`YADd=JfD9uRKcuUU?9uwM5;ny7j2U#~Xh5o0IEkC#;Nk-`rD^^1;ra8XHs zmq5G#fs6=F+r8DSp{m(c#Y?~@!xXd@hjc=o)2qTR0zXLJo<^oel=E1U-UOjeooGhK6-LZ@RxdIr-KsFA0?bmMJ7b{UUod zd7V9X3E0V%Vq@@B?^Ir7omtp!D~l)(cLp!W|WOTpOSO z!eDFUHafzVsbyp|Uc#(I=35oAov!r-CKz=28SxKHVi>_>Nh0!q4|Kk|giHl9jBLW+ z{@~rHH@c+zRUeu*hVRF!X6EL)U7Ny`6AKoakls&lc!>=cW6BNn*6o5 zEz%?X)RmNG50~)#{P5vE)Z3b*eLditG@DN6`gFNxGPwDUd4r{z?j zt@Ie`&XqFiD`r3IiDz>J+Kg zn=mR8dIFnTS$&WE zWXYfpK^qMM6%b#1H`2X+x%;6fdN~$jI?$Vlnmj*GUi@|bW5V%!ckjAHAOHWFK1FlA zO|fzi&dc6$Wx>7?D$^J1P#IX%=e-MQOef)8ym;P_kEB-%j!p{2U^b8Kf17>kTlNuE zrLApmTyh`RsbiIRU1XaVvS>!!@B0=ZO}tiSt`|;eSCjB#KX{ z3ljW8nJ{q9t7vFgnX+=aNU_1BSwrE|3rQ&7^lhl)QUV;M+yJL2!Y5T!ZZ%s**m>Ea zvt3m-h^&nbj(bZ>nv;7R;-ykCf!Es%^qt{nB>br8POHx@2i|Xr%-_#I7v|&qiN1pk z3UNSi@a)Ww1|9CHA7Y0N-2|Aa%^19}%-2UnRE@TIIIS=S!wmDPV2fd?3m=F|t)0yc zrOxu!3~xqK@yQ3!unuQbr~zihz%>GDI^xW5N5bFEJJdV`yx_Vd;30v z*U7s47xMJG-zT&XmLy_q+!G>TQ;Hx7*i>m~9vqL3iAloTM90Im9Y-lQmlmEuOp=~eP(Idd` z7B!<0;d>^vl{ebegcmi4m`2$GV1pb5Kw+tM9vw4`k_Bz&?TK-l)Ux>Ou-=@1Wme60kGBb24QEe7F#5Xuf{FGBKP+kqk$?lTD z3q;b*TT;G|w}U4T9+Pbf+bz2TdH;E9c@Hl&DJg%S z$HurQzkIG8((PgS4J_rA7F6n*AVt0Rfh;;(OA@(bp9g6T1zWHwe3RZ@Hvb?78H-6ynCvS^90Q z*UfzC+$sg}0<07RL>^kBjs{*FjEwu4RFAxj3x79^Wn^ade=gi9AJRqN;Uh_z34UDz zJy$kAHc~t5clBm+`hR~tzsSR>uuK;!7!J=qzK00W+pwki_{bw+kahQ@JI#nynG>eS zHB}%0^n2K&dy9(vsm}bp;So-NW61tb$J5O7+Tk%o2878r0GI@CxH5+<5C5z`B--E)c?%Yd+em^@(yB*9ksQF`;bt@s(OE&a5VD^#7=oKi%)WkK z?TE(Puo94w#8_!SQu+y$Mb~`qzZS$9YYkndQ;VDGC3N;N{!*~PtSRv(B@8vgehXBM z(LEE|;D7*YW6Q7f9Tp;c{)IOZI6S>vd{hkH@dpG21s{5XcEZCR2q!0|naN15Q@w1ec4icGhh*Zr?hyn~fHV z4h~ayJA2Eowb{@;;M@%E0gDg*Ey{F`?plzEdS6b5EnYOF`pF-}64SAP(H}62j4ufG zX~8Qe@V*Dk#saQ-9wJ^p7V2EY1J#cUWfcv0VHp{`k1OEj&6_)?CZ3!OYFiyT;Jq`F ziIMRYkpC@hj5KVK_(uRi!!eyoHJukt6%WseFmzDw%M!5_!q;)tmYCBTx{&3NH36lg z6!=I+Ro-l$Gws20{$5&x|uzX=4*q9x*zOe6& z7WoE+UQTWYv*A=OlD|6quh=~4=E?o_PCV^>X2(yyOKMiqr>pRi4@biylv?H9QIZR=<%h99ST+(~`emC}+;|@O2}O)}Gm)Fj z?+?d_S9+8SV`sVgoHI_otyFjE%D;G0UEOu85+Mkia~r!AfZ&;GHDa}QA931u^mx2&b&lV|3Md*!6B}~}%K`oNI5WZ9Y zDMA1zaGzn{@tKRX`_SOt*EU;lu_bOBEp2L5RpLa(t&@Le+<34e0&X5Dn4R+&T8v{n z)kXfPaWJ|16)~8FH%MK(o5Ob%;s}P!KjxSd6F7uV_z$_-NlPMUH%J>Xo?89ie|;MwmkJAUu3S^&&(0VFWya{rn6I`I&X7YFHj7 zBNz+tas~dbRz4Ik;-T|``gGzbvj6pR0`A_mxc`$Jv@ajDH=to2Wf%&Gz%>D6VC)zg zjz-Vbvg7fJD$vCJg8-G|p`}Olf7B}C0lBKgdLCxL>-UOW?`7;v<$u;@J=W%38%zj% zWI2aV_Zp~xBymTe8vFlyd196LdGRXqYFP9>;N^XPI6JJx)NR&UY`j|tK?%gM@sR1& z!kow=%!41&FDxoQmv6Dfx6J_X>@Pr9dSz95K8-0HR228r3il@727>RioIzv z{nmKmtu8@>&$RV&Ix=o%$0LEk6|S9yXI1*QzP#>74E=xV3l9hXKc$>)P*YbL$FGX8 z7KN}Ptf+~ZN>?x|R;dLv0VOJGRIq|AP;e(%P;_i-!~j7ki(N%bP5V z6)-7|bwg?)ic=G7ARtI8;l%_(i~-vJf!*n+&UB`H;lsVT_uPBWdCv3le||yXG&^je z_;?J;@B2{_oWlyT4`vLakp=lGH{X!PedcBV*v^W&&gy@>XZEG%_W!98q5(hhue4FcPzCeU00jf6C;fyMav|k^?|3Q?swO70Y@TLMJoeGgU$Eg#4gwK=K*_9^q* zD`koX*%zbrqPj%A_E2ih)HB!lmTks`C!;F<^m!b1LCPTwE;dOnXp zSSZxbds;K*ap+;sI};kQD^4yHXMj@xs2^%x21Bu3Blca0s39Ur%a&C`wu01f2IizW z)XjB6*%)G2z!?{0-s-`*HK6){`*Q_|4D|m%=0|SzWlhZzoeqGhxPRXKMzH>`V3Wz| z+k?D+ado_utCr3{O@I~yf%wmis-(*P&7K{CfQH1{;_$NS^P&Wf$7dBVD$H({?fd4?b-Q*gcY(?Gt^2>N$QL zC`FU_Y+)Q3S5?*G^pUe3_GL~3ra4z1gFG9XwSzG&2OdTXbIO)m!Y~AX_b&s8C?cK+^`(`P0gv(Z0+2&BPXmdky`taR-(3O*} z6C7no{GNX|z#bVM-i9Y6j%ifXUDoA7yq#+({wetrX2~hQDsaoDrY2N8XceCazj4<$ zs=>NE9@Ut@Kn9Llt=1yB=mCaCg@S_DDTPPn6lcSu7q*L!{qz?Zd`;8_CWp0)Fn~4Q z-rq0=>@%6AUoY+WFGh(92ALa}gG9Bb<2$22YStNJttu>gl$s3`6H!VLgb%dIJ$lXU zq5NrNN^)b$-GJS-`qZ2^}$vR+*fgS-=HdzeZ03MOwC-Q=4r3nEx5DXL8BjdMj6 z1;JK_7hCg}ue(2K6mDk6?dk$(qoTU0*P*QeYt3C3JKBe3ir%TLn7WI+#2?hbdGXJM zL#HQ~tAeh0VHdDN%Y`+vCc+V6IogY$@^%3vGu5}br`4iqc`=_eC)r2#s6O?5&tffF|!0O8FlxNkPwJZ7XK6z7RJ0>g4q}o!x<(- zoA}KmA$96knanLG_Mn3UPSz?tmMKbe$Xn0FFR{KGlKzI=iO+Y0u^hP?nLG;ifJpYB z8TZm79)Rp4X*~Hnmf*pIe@^StY8Qex2PhXHPR4qzHX4zFc)SVSR`ZF~%Oh+fb4nd& z2gEP1KWi2QVbOhvR*gE2kIRKXf?#I0b5_J6Q3enOf~wa`5~OjWqO`B7z*Iry4ej|_ zCjsh!)FD)B;CDY!Pw>24!YWB7mI+PP6MUdq8ViCOSUG%X)QlWZf5Rd%CPDrL3<*k3 z%|NtT&z^i znij)T_!?GlIA>=tG!gKBeqm_;u9=I?@wZdFrx{}J%dOpd=@&9-GKNx}f#4*`ECKQn;@i*apddYQ=04&>u{}39D z!jJ9-s>&ceP;qq^aJC**s1UV&}FDh-n}}stb5@`g)wnL z%3HPxT#!<)D-7kDfMNd5!-75tE|x{HO&P>x=(^22!lfPuPu#6gcsm1MV3c`7vR|AE z)^+i4*?f=OV-Vc{gO8m38x0{~lwci^Rs{&6Hd9MpQG`F|+Wqk_0~@w7ORjTkpA~`PSY*LW7`*tNWx}Qp)t9K`T^O zNYe3W5yNT#{^Iei%f2}%ONip&Sy1y#HZ%|);^Yl7%EpD4Bz_wWz;h%Uh$+3rD0(x| zj$V+r9+ry7$uDZL0q0i_{rmY*?r?dPAfjN>?w)i;Gwd&pM;C{=lPm;GXh}?0D|=jp zT=tjKqym9=HZ2A;cMp3{BL|X98;-YY1OVXgUkHHw|1VI}RJ@@+KD}?}GY%0x169x7 z#L|J0;h*FG4bcCCqw;@w^on>HDF|ki;4A;Xq~jetYcyoD8@fM_WsKj!gjrtwGQPx@ zHvZkD4riEe2q9v1I~rjXUd-qqT%aBL?yA-Uq86;3+eEA?-)?bJU-y?3nw&l+RI}ZN z%y_vqeD5chu$FvBi66yCp*a@mB{ZDn(~=DOa(*jwmQOh{v}{1~E=0IjMrXtH@k@Zu zpscc##Cig=BvD@YmIWtu~?@@SB7;y#%F;aToUA^R+doyTs*hYo$K9JYgo`MaK@_yhqouZy_;y;hEYsn%8A-2ETL6A$ms(B;B~)4X)*U z2Cv$|P?6}B($y$m4QvPcxA#K+KJ$O<+jPI4&HbgCvh)4&{2-6$XN)|Ig! znsn2Z8GKJ)KUy%}tRC^um3itfZD!nFh)lYjkWj&{k7GPL(GWblbAFUn<;_PTzRToL z1IbQks0zEeeMDl7v{hM9kKd25H3LPGKj`vq%ILJ4kPgB@I}&28j?oVj$FHSY6jwg!$tp5KEtYZ0Y-9~Vj$6Jj--2Y{Pd|+H zTF*|~RDBBQ73T3gW1UxXR_zEZUVgXHh8SP@&GZKxy&smZTV ztrn^yn|Dq?+s0Dg%e28mv|tOj45`#;BP#}jmF&irK&$7N`uW;>G0oHTL2~*B#Iv~M zQDl#T!q%de7^kws*O+>hC9jLP!P8*NOL7tECHIP!WFwaezP30l=KL__FB*Zect!j2 zm{To^>V2)=H)7@YL5(tOe?#3F9GtY1qU1Ru0;RMARkR#b6SkHMTN4y!ApPfvp?z-s z;hfUm6foNRn?jdt@t3X zsx(oWFTb2nJzpy84)i=&)=O4^yDN+!vATmB#w@ z0EO?lEg?GCPT^B~XdzqxL#xLk>(5eoa5va+@5MSRvEI(2lGJa{hP!aeoL-(*Av>;~ z?PFeGQ-i|j_%6BRlUiRP{amlcA3ciEv8?AilK4%@FR9pAIU$lgcG0R(rKW&pt{ApF z&sxoNAdls3+Rkf;s6t)&ayRD`MqRn4WD&zp#3>dFQ~X6azRa(5u;edz{txJ9dJ!cr z@G+>sI}vHcXIr7Pg05*0#%#5@#HhuIDH~FP4|C{MetsWXnw$;!h=F&9hlj4ckL>YLn}QvheO_Zp~f$Gmr8T^X|Ka8tu}FQDuT44E1t zX`FGr$pM^%Sr5MbH>8Pgv}PDH;W~bf&&G!S@C&r2&FyhTyzvCPsUJ>^!6&mBJl{v|zdyls zJpMT@<&D4cQx@&#oqz~BmjokKX1xqcuav#o^VH%{tmVcm@7bgw=g(kNVfO-9LvguY zNJH^56Av8o-Sl^@vC(R?LaeKt_$g_bth#S4CG&=y5)x<&k#+mpp+(kHCZDEq&FXso z)yYx?BQY@@K`_*b9t9&Is2Gbu;RQuuHI_K72%gYE=~EN-rsHigJ6S-pMm<6yc+?^h z7!h29pvqqPeM_P=8IM)Nc$M99Vc(~l!s&gQxu6@O0ACVN0Qjbg-YGk4DAKd&^+&*# zqR?niPU5#A#Wzf2>c5=DteZ6i9{T6v?mmT1f)>d}{?8&m)t|h4YP)L+6m=O3h085# ziIS5D8uM~5w;C$QHX82@3b-MYG3mmc9M&{9m7G0r#tw~02Os&OgK!wX zHpWg^nV=&ulcdAYq^pPC*!Q-q6FibXuSdOk*>4q;5^Bjhx=?umk6%Y=HJo{Q^TiNd zT}7WFx>@~!j;SRW?b19Pp(CBK1^b^~=YzA^bZ$j~)|uEZ^t}mlLIPpL6LsV#ry0y_ z>12=`%j9f)lFMxfNpV};oCwan(U)rRrSst$e^+0PZ6wNV%ne%b>SI*Va|bMSj(UY{ zcbc-=FO}I|=2iBMo>e~kGz!YzPW8{+KBpl1Lnt@zxUCcN=S{hj+w@M?{WJV-glq8j zWq)ijBjKPO=Z)JR#Ty)(Iz|U=J}>uyo2{8w*13xnrEG$H=hP0Sq6!63(6s#vLQ->H z8_HR>1pOEDIQ>v|PeR(56^U2Fs|(}|T{C;z*Q(uIyu4TIr5kv|G$r=3o5!7dU6e8+ z@XsZ;470|O;||K=DaZnYbotoYjh*R^Hj}HkQx2MXap^Mlk0Mq(MODDcbFAK~m&|}) z1C2(SkG8h^SZsefOCkRtcXq*cbw2?IStyUbeQR_5IuX_!zfCI(n`A#<5;%3UFay2+ z#m1NKaf34YX93U2dsMcP$yl=}aIA*0KDNC*&QZf%HA%?3yH{Pply!$J!RC8=L9v&% z;ue$6yKXPKG*&7dlZHO1+jzyhe?NX&f}C%LBHx5k{Tt1R$s}p#`c`A#`;nw~Y(d9s zBTVxHCrhuq5*eH=#Ciq~;yn&tHa;{Oo3IeVsjJE+vLusx9}5|B0?!2L#awF&ees)m%H@_(M@U`G820v zIGmZMaDp~eD>|MX9+tc%@@`w+z8KL|Bxr2_w(IfrbXQzb-h6`P4sUzgWtUaMfU-rp(Bc%KzmXlY0G>Q@xm{yemG$Tdil%rA#k zW&WY!j5Vmf441~#LB%k(>( z8<&OsSGoD`RTNtr^#p7f%}v4Jf(VU(zXgiujmFuBa}XE7W-(-I2rvRX)19@D)5!G@ z7j5uWbZAT#$u$}Q*W1Xi_&Yr|I7ET-Lgq12=0_T=S=S#O^anU!xHd}({*n#V+mD}~ zDD}H`*yOntnWesT&L(eXbaVLGfN$+5$Us^#>K$GS9%u=e70z>_b=;Z!QPww{Tv7Icv>X zj@`BQcy}Yefp@+3Fec+^AAzs-O@|3JU-%+ygRdbsZd_WmrAsKutXh+mukun#sKAGb zla(3nw2tYq<=8hcF6rIc&D&^l@Q#>FL~)yQ=3_@j;?hd=CWVO&EkK=_Y`Yokw={AA zHUyudC_hmrbo7DV_&aGX!C7?dy>d~D>CM*5*t5%3{Q(#^WlX#8-$!S*Z?fL3P_Q{J@|c z;ngHQ`cv_aS;`}JgZX@Vp+X-33OL7?@;xWv8U8>70ntvqcBwQigM^x7E9_jHx{?Oo3&BK$;d3UKCu_Gm1-z1Y=|~RxVrU(+sR0Y{!033*jI=< zDK!hcLZ_eAkuo#^sEn7XN}{wG zQc)yLk@L$zsZ*TcH*Aei+OP|4Z2lmmt})7)NBx5Q zW}b1`6(@I}d5ey@%C@=5MQ*@nPR}16)eU3rr}-PJ1j^jwH+!D{n=B9%1|^^h1fAan_UxUkAo&|fLbHg+2ecM^;_^65ewd-m)#33-1Mj znhE2NADR5N7=|nFU$DnJ3qMw?{Z+;8u!&UVHpr*c&2UlbDwfH$i4UbtB%xNuqBBeGcQ_q%JXr984>k7 za63C+=Z2ACMqyH)G!~>U+=fTLcAX}Gj@|nVFkZ#FN=Z}OOCdi2?}Byc-XBWM96Ndm zNcvW;@xqe@GMG4i)@I-zo|Q~DmHB8HEo@%6@A~`Bk0s?6PNPEWW<6-4X3q z1Hl2m*Jej1KqwD059TD`HTI$KW>t0;;C9$H*Jv_(A)qA#%LpZfr&#lulL{+tG?W&~ zpZ(8zteU;`Uj;e;Nj_1O0Bc|T?ahVLJ&uUV!Wvk&5S{lOY_7*7Bh_l_jt}`1L!?_) z^kb*3yT78=64zJtrEd0Bs&g7XX9iB3RjlE=+s92EAq%yokQLERBKl62GGEmRrzkig zkg-fxg(=3a3Kf=^nqftnCF1WcUl$-X^c0Y(8mes;Gl%0rybQG+8H z`9^O|R1~F@*v4O`%ysFDpoTL-LzH!nS?y1=+3g`BGoO0Gw5*Y^K{oR{R)^jezwcYwk-^Nc(_w5{_Xc z`>X7AnsBPDP8OgVO(?K~@1nHWpP8-3}o#kb=;$@^rN#3k`*WE#zYB7LkYX~14ad}G{>5~W!;JPIp|GWHVgxF2DT z(wxSwE-abKL7?eDx*^;^Mw(F>5#u@17M_H4`%VZm88-*0885*ZK2meEbdG}UxeC&a zD!=-)I?lLv8rVwQk^KycmOstD_a+O6-wgDAap_Rt%M@JD(Cd^_hpuQk!nv5G=Ka&aUIknHNBX8v>eFq3T=?Gx6Drb(Jx1_Hqa9Z-^jq(YVo=wvqvB9KJ^&8p_>%hloobNe zkK{Oi*p2SpE1iSM`=Z$jyI!YHSE{fe{zQlk8Up^I;ZTgoL(<&eX@96>(A{!V8Ziv( zRXnejpbQ6o#l@`ysZ_7!Wkj@f#D%Mq1E#>(%17_f*zwV;8C)OZf8E#xHT0n`uQ3qRA&_q=?iw@=U+=1v<>r4JXbU zb^h40pg#wdV&0iw8gohH9m@TP&zWC`$K3ckXWeY5gD4+mWcAIRei0W+6$PmeO#3eq zC6m3uK6eo$x(mjinc?*m)hXu&_2PsYR=PzEJ@9q_V~zR|?x1n;}+Xyg5H6{DApL>!Z(T>E~Q^7=6GX4+z-iU z8Ut<5RX_N~8L8&`6pm>rAm#xNpTxZcn-O5{>#kEYp0uwfs9D>8_wxr$7&elPxn}rh z6*Ta0uIx}o^*${SHeeXu-|Kk@@Ew38P|g8%oDXyVVrGnapbf_Cew|B1u;dW*evQw6 z^tt})=NQ>~{+2rn$3 z{@6x`K1xl0Vb6?nf-wGN>DtDR1-bP@<@M9HeuR=%K2KGZ}HgZ+QO7XUU{> zhr~xf=!K|$#o#}-eXH9%E=3tu=KK&knfDyZ+ijB!_+T}%0Plga0MSs|V6_)1`UhLx zsmMH}*}!23#*grp^R$9H{iS->T^owm&YQdn#&E_GaF<=p3AJ}b0TC`3BDx_(X)@kRr z4!=~s?H4vm&(}-?^&IBz^Jk{FmIkx7c|I4$0arZd!F_wLf5I`)!abAkjIFDsgmrIt zfO`8^x7DhueJ|6i@Pt}*A*b~hUekEuP>N6f$`0Q!wonz8(7Ta686$Zu03JxTVA}fC zJ-TZx9awactS35C<}^AdfrqEfH3f%th0jIc6?Y{Tj8s}nPCTnig6F>MzmZHKR{yzl zz#~hg;FC^M#yXkyBSh8)=Z1_3HEIQhN~M3Hd4}0DV$&Sy4>b@{1ibko%y}#RkhLWe zz}eT!0nV3DA7(iR%-LPgO?HTjhf+|&l;NN(QJ|}t@1bE>Rm-@U4cAIs6biTQATZ5S z>9YVOC7hiCg8quPX(4R4(a6{55CZYZ*tfL7KUurrpCgoyL2+#OrCCcx>=lc!_I@7K z^4}4r5!P#@J!7iMyqKd!)q_!nUGT%>E?>#uFGZ$s*_Ng+NWP0gToZbJp2gEA%M)h! zlL5n*+I*x@(YWUMf6Zax9$Uej@sjiKScPawK0vn8;(!r1T$Tsd_C(V5jDqwOD2H%4 zZaeI3ME<9Wl)J#QWIka#KEo9F@2_fL1<{H%hN+9}$ak4i-`3pth}?x~bJK@Sb|&t{ z(Eigo;#IilF{NNNA&eAG!~2mLVkc<_ca4Wru}qd13S3G-TF5L=yr-1~+Dvc~6m4;2 zL8hQ>6XrU|5J@lVA!Pkh)Ow-R%4#O;gz-+Jx!Nj5z2-;##4^$)gDL(gxy61TS`a0? z6h`uKdHz9aDIyeCjZc4SrwNSDpYata;InxnyXeD4e z>JoZcjqR%#!Sn$*!z-S$^Sa!bY|pEb`K9}FKgzW(IA<-l{IVd=!91!5WkEU<^P-(x z>NDnR^@u#NisJfIU^oEiyyw%MVFPuU&zygUUh}dhFUNB_inA(uenmfdPd9tIbmdo1 za^WJbS%IeaWkpz>Qdg}mU8#YdxZEwt`Sp6FnD?U3a0}!`9tnMI!jTAI0vpc+G^JeE~WD}qVpCrCe)i0&U?!=6IyLm+UwAi$mS**!n9Iexx8JqHTU-Tx3x{dF2# z*R)6LJaix{(_>=$%(KlRzRowX!_^-x2Psv?g1H|lZp9fVLl$-pmHs)^N*7)}uQ z4*tG5MElKbiil^Eck@DF@~k$RVEyzQW@+<=E}{7xOk%PSYgQO-$#A@o8pkYUN}C#P zdaGFf`9h167C(MAI6D^31}{0DSw#zXtW|Z}+l|-kIfNrvmT^os%guJ=Su78*pBy(! zXfPHSzc00E%&|J%r&=p|DbKpMCwCcC2`YuOO!_48<-A}bH7YOX0n?fB{HzSJ;z}|a z2_uKj;;I>@N2e&6^_A6fWh&T|*T0rvBFEN#@?=RSMm%dEh^UN_S;aGvezjuIE2c}a z+IEwj$3<$-R-@$?omkrZAtjUf_`55A<#4#x?wlS4>1WsDh!#DbyQt*`7o7rv(MDt@ zK4maS_>;(qll|!A1M@DFSVUR*?%Xq4Wa73t1R1_d;z(z5-VF(kDJUX;umx!sPNEcLRV&J&jW$&OS-oVqnZ##Wl|qAot1S9KY2YOgjc@BQIN!8J zNRba-n1^Xz<+FqhB_TLlne81z@s4e#P=+f4HyZ|7WcqR*W*ityIFRoOc(oUXlSftN zE#r%$qetA$Jq_E-W^cfriZoLKKy)udF(D7xt{w$n&x)QJ5TrdaAvU<`;XwT}OIsr> z@@?NPC+}!YcG{2r{x^On8#Ep09E`W-P7N^Jih}OJ{-HuU8|27WRa13;6O9$=lokE9 zC4%RAop%Vz$y`kJsR!+5b3Dua+w~beVadcJK$_vely7H|Wr?F;FqJk-a!h%5%qpDBQu9NYP$+Ue6Ooc!b>mCTFn7KISrHAG{6raRUPUR9lF% z?p8G;0gsx6p;C90LQ=n{QzKzNYPHmy0l~>uIGLv^j%R7Cr_>Y9phh~j z-}uf4SA5i!(AAOnH{mKEGC`;4J~t1!M6R#!Mn=B}1>VI`5$Dh5y&c{LqR4qdAuMXj z7CMP7e(@^Hh`vF6-h9o~?hfwT-t&~2eS4BgaQY?p&i3*gB=-hXnBZ`d&(YHMk+sbJ^WtvtW|-WEt_}!6H76FNdC8eQgCP1-KRmG;}@K1)+1_j$lSK$i5z1CIZAQ0}g_bo>66}HWBRougV7$x;6DYMxIcsDV+FkEAJnI zy6CLl3=1u4IlH0Pz(a;fP+1Gyd)6b|E7Yp(alea;zyAVQxsgmrL5tBfklcm$PG zpir6h1Keno_RtJ@kic(DQ?G(P-^Brh-wz(5XYPHfO~brC_kobb`*SC7&ku=jp738T zPK1{jXZfjzDuSsR(MQfHP!0bWGry&MEcq;A^8#10;AF*j>nQCYB|NcEw4R9$TwErD zNq%g)bR0H_cAg+Ucv-1HbHG|pcaYfzFjYUC0wMHMFRMcM-_{%RM%B9zOFOUZwS*0dLl-`$ouwvIY?vKAcvl>x!(3th0lS!5Iq%V3Q8cfYO(uPAb1zutK zk|GM@1T!J-RG#qu!tK}wDJ%p^-hF$d}>AJI|n(F%=B7)BDEJ6Di^tdO|I~7L z=lDrmuQI&o5N%8c6?_RrIFfyFZL5dlGQbWMsXNJO_4&ZgCV0T9?B?T-*2%kI@wPt{L3in zlY0kT$$ct*30ED}@kBP{qHmA$3EVFT-?Q!Bey+HQqjz^YANl@Y_8}IYkLm6*Xujbh zx+5Q>oDkEWa{HO*^x*$%8n{XStb@Jsx30@PjkIV$YFHRNpp{(P4%3$ldg zp!#HnomK?2TTxrS5mkhWDhQorXLg)|cLeJM2};UM%kkUXEs@}u%9-wmwu^gCVT%I6 z6>U|>Hom`242Iyf6(MCJJEPCmk~ujG@7PmsPq^w@cCJS*Zs}KIiF#c$^0JLu{ z5f10%=Zc77nQ zF(kO=UuiUZf!DKYSTa2pg?bXlV80_(YQ>W19+42jx?Y2gD1rS>lL=1npzVcKw|VXq z#$f45%BkgmGM0*h@#_ZMHnHm$`_MH(LT+s^yha(^&`NrMYdG9Z(7|g?LS`xziuc3X zE%B%A|91r`fs^3z#HY-Ahy(z@{2cMG8#$VqSeY>Xdu0As7N;Q>fzN@_h5bUX zX;!EQ5xU&}aC%xdTMTCVJ)TykWxuwt>}s(CiXBFhn7$RiL2;%3=stzxf#a=Fjrkfc z@rNq=(z4Bcs|rN5;E9nF#Fl-BbH3#^8@1Ox$90l!`QZa%J9H4_(40)YUis2HlsiM?x_nn71n{(Ifp{|$bF}1G0H#Vn1f@f>M>TG_G z=M6QVkNbIW8)nY&J{V3Rf_0(dZRDtZaC-FLq#itBg0ObFd6+N+gYqNl(|o9S$65~J zzoC{yiwLin(-5$J8>NJR4V0zKl z*0b0cpMHf!dRQv0z{LsP#fqo&0S3eYY@)@m8vU0>mdg)-7@Pw~vTiTLRTM25mTqD4 zbe3E`0*S71E6Bnwq&0$d2rEg;)3)ROpQ9aMVKS6t!MN3ZX})nu%#q?mEnh@T$=$vK z$@{jo#pPf^<)`tUmvPqmUFF~1z*N)s?v+BA%d zGt@%V%FpLRh@9RO3+-0o6op-X9}g}LGq{VqkCOkD#AjSLfn+*ZW7Q0q^z3z`GUGBC zExFCA_dhv*6obFme7aiyz&x+>_Ny|_8rrCPR2@>2?usKd{$5O1%}K9@XXw6$p`Y#| zTZ+@f-_EL)#vI1-v@!ETP06MPMOfqJn=})tn4#?SkEOydDIPxS zDOs(#L8{m?64b=lbGXgEg71hpm^ntML_th(bBXteV0tCUoZ{3e2ML#rr>YRfScKCz zyF_ve8ZXvL@B(oUZ3`-0bPGRM&z3+D(@E|d@b@NX@xJk1_-HL7(r6|KVXL4!0yK9M z?A|;B0|m9yCeXAVLiKPToPZOlZe>BFaq~zl5iNh=t<;rnb8!>yoOUBnLs!_Y14j;@ z!hYvh{BV!~^_Q53ON2)!a)(kuxirHB(aH}}&&v2=O>2_c74TyFsibnn3D~bPKr$cp zks<21m*!FBSV+4$+_0eBEy_BI$Owjg1Nb@NlNWM26bMK$mc=`361&05{e^ivenoqv zr@gw&k5L|6nXjf4jrYbfT*)-G(VbN4Y{$~^Kj4Ro^~HakBPRxzElQ618jTN(rW=jh z_hf0<(d*DR=G{P3ujR#3kZNaAKO1NFKHP=NS`((9yp)YU8Z!3@aGi9>ZQKRT3ow{j za|z6snoSWCU&c<=j^1|m(8z3@wN%xPJFUrvJ@KR1&x1w~&BJShG#4!t+q(TpI5ud$ zH)Ww>d*M}xRdSOgI~7`6wXYZT8R0(bXjD#yZl{;ME%fRGpEX$~AX{D1bckS?jG9k) z9m^{vhsvGdtvgm}l}9m~{oXuF<3i(It$Qt%C7Zk37Vh1lP@=+Hty0=>+97#1)4OPYFm_ew z##X)I^FQW4Z_F)r3rGN977_6ONx~gW939Q9fe!!VzIwGa>pgZ9FUDyfrZ??shGa}J z9pH{dg2+1k;y3vFC^WMSSVnM(l^d-0C**H4_INI+#luq46KPzm1<1g}n4E0Rv-8kd zNyRSx~!Y zVo92}u(MMnoUzf1-|dmlTih;^vT7)2!tSv^hclH3!gmxFK3cw2S^}*3MlL-vmhBGT z9~J(DUtAXU4uviy0wE+R5%SpDNhUr0l*O6Cw*Zc57k2{ zfO2b%G+MTWL~$DxzA@oFi3@3j!7sF-Jq!e>VJq}|>4m)4?oest;kS20PIl#Y50V8m ziW6g+;f|Q#6A+vrxAWOd=;n9hwHCJsm33}Ky}8D1SOqFm1Lcv2Yak>~n@`X6TuC2? z=tmOj)*NaOIJ5ANxwi`Tv%FN%RJs=elG$L}{GbG`?K@b80SZM@y{TsgP~_tCM5z@D z1LF{*YNE;84Z<~P<+kd5Yr-v*y-tDrxl3-mVK8jEmT^Ksq~oO zAF1dHt)3#CqfVRJc!nO@xEYVW-b&P4p`G1v>c_azR+!gVB_&pm(dLsaxptNP{Tioa zta3nf{$MWP(7z0>n+&rqc!#K@Gda9kxq?4@1>QX#&3)P>-0ln08JEOJfENb;2xDv22p)EL` z-}M0xSV_jJF%fhsbDX>rlL<8UZZ55qJOZJxGVbFiyvMeIhK_6wG|9q{oVZAGf z6?7$*?h@L3RrH~)5-s}@x}^~FD_WGBFWmwr6WM%?1VZBIv3;Dkmv_-Es1#HS!L06@ z5Np5eHRFiyVNiX$>S?)hpy&OLE2j3vpfz(MAp`kcnp@3)B~1=E@{}>z)fL5mGPz)n zNij!~PPHR*^iA8@`~7yQ>+RMxt731BiH%klH_F)Uy*YK=@lvgPz^SP%b3Mea=8a(L z>xm~vVHt0tVs@DTvASAJ zjExbm*s9)~DZKjH(4~jAR+@f*&><{trR2?^BFN&YjEq7+=vOt3B$2e)RF6a|S~<

udc_2k*>qZp?C7x=t$Q_TB5=i|swy&X%4ZGg9m$n7A*ECWf9ju8(Lm ztHQ13jM~RIh$pGeIHgt7EH=JJM#kJ3yYXu!E|3P7rEy###D#D}5bc(zU)c%9M6Tw} zvX6)CXk4dmY(?r29C+wfi;tk@n^BI^N3R5JOwm13umi8}U;-*uSW<{IJmJAqQDYOX zhZ!S;gl)dJCLB3xWv#^3(m38K)Ng$Ls}FjyBGkKhyDH~eL%PPDIQ#xRF=aJ~YwqDv)nHYwZ#zV1po~K5)okgD z-!nXk|EuM3g6vW!dUgK7Iq{A#j+cjK-~jiNT+@l=i`=WO@z&Uq&Ok(odf#69Jx0Pa z&rE=q(J$TGtX5t6ys&rbU34MS#xE;BurlU6c>;3xnzdcqqVsH3XuMgs1P8QyK5n|~ zpSP$6W~tlPDmwqDnd|)uJ`ZU)eG?GM*XI z#Xrz=N4-`L^jyTm~pWzMRi<-id^vG(y*%etkpts+hE zjTf2?nPBdv1Dz^UI`gLIq~9(2tE{a)oXFGTUCW+-aX4r%ARc7q8XXq+;acJM2(Bci zfFGW9>K4W5N0xQ!;AgJ`pPe;{KKH+BDY`YiP9_YY=yrfZhFT|J>J^^si|=oLderF# z`4;ojnA`fomn6;w^+LSqjl^(Nv1-U82@TYDYse9$2%H0J|I-+RS;&bkFIF5L^DuQ4 zLE#<@eG$>45eooA&HLU&psL2*%fi!DL%u%DR+!~Hu@YS)rr)U}EtblhDoET(eva^Y zW7c9g>RXJ(^4KK4iy?E-qQ_%zL@lmy@vz9EWglheuF94R^xw)3!hSEjt!3sHwY7^`GmR@rxYidv%pY&cU5>`Q4oOnh0DY} zm6$&QT3S~P>f*HvuGD4&go zJafbA3PHq!X}`MOKD0osD=*P~B96)Ac{Hsd^MCC(sDmU}eP|)-k?NmjFl45)qwh7G zWTDo*e5u6tt5RTVn$-@6!2z<);nGd^_S6C2nF!KoahO!tBw57N_|{=3J@wsKuQ;#Ib3F!8R*9S=xQ`M5`9{2$Cy{*l z%>&N-76WEC?6qqt*AXMeJS3-V&?XtcXi+)aewH&W=Xz{t1@_2NA_G%QF`;=9IWu*@ zlbf*&YUnj5n3q$OlVT)-r#N_VP>X@83Eg5*K7Y~{IIlH!Qzkoq_Ib7uJWj0f4|g&~ z?hrX}+f9NPA(F494D@y&q@F{7dToklV$f9H$oJuIn1FUS75 zr<+@tp%v`c&gCbsh;DoW_9=BfrdXrnD#fiovfI%2mM@Q19+d25*)#& z|LyOwHXUw_svbA?>pxGz0L`a4dG>(&@XE~r7#$#&@UT=bv5cX8^d$u9ox>T){hL3@~PH)Pl$Ej z_r>UbD2)iviT=ke{&9+b+yW)yGx|}n0xoOi;@@Gms*9RY)4W(SayzWMJ zqdX4a`aR*+4|H;pfBO07A?!SY75s|TG{VbHbX&)waTyy38C=6S37d&OpXep{B}^%x z6K%6O2OnUfM+sy2(^IuoE1DK$L-?BAg-mkRdkO$C{Db0ufF=7ES_G*~rHTyW$P7z{ z2R1Tg*HgleS@8vqU8PULR`w?*EUBefsc@!=xI7c=CI7I^cnaW%Hl7LbsgazKZyp4k6Z@ibny z`DN?xvz(8Id&0pK>J%>+3eX1YL&GNfXpAEyB#r+FA=xX1&W#RvGTyPrzBX->m_hxe zMw95zh~dbsEuN^shbJc|H{KJX^eQxE+JsO}m(1IO|4<8vU)qfVC4n;|WUNBK!#vhoCLYy z#_i#`wg-FY4u9zWvDw@jk{B(D6F?){hoid2sCm=7FMP}QzO6Rzvh;r=#e3|KSBw2) z^Bh^3$D5FGB4f@zk^FMU5Oz22;oir>k9hTyO++I?9>c?n2xuTjutPUCRTry5lsQJ6 zB=$zfc+m+PP~$=^<+*J}hs+N;uHcw%18ptwEP61Q6gEDJ&~-9CLcMKYsI=Gv`G|-; zTawy}@=EH6q`p{BB^mhKe}%u&=#&&G`G49w>!>#NZI4r+MS5^|*OEe!qNPPba1HKS z2oA-qK+ym#P~3{UyF-Ccq{RwF3j}v}>C3(6+}oCW-g;}jzi+Z;ubE6fdnU8K`OW<1 zxA&fCT}&}h4sQeD&YIy75p=mPB+vACUeyiYRu2Xw4C1KgPI9c#?;rPqsvfAYF3m2S z*G!(b#1K}grzeUNzP@b^euf$m=FXTkR*D@1XU*`DzDA>-U4?gOE5$Ln`g-`q2FtJ` zFKX|Bv-}q3B|=NR@Lt4<6ncll?s^a7zNrvm`|@5}YKB>dln_+@*;Tv_ta`zP=EbMI zZipp^-QXF@);WiiKt5_srP`J=aSO-q+UC`aeM^jM>8Z!AQl^z1s!$7Z5yAC?_c_t1 zTtZbz{tZ0ILtkC1Ls+Am-mW$3aeDR*rUaci^^G;cMSPc4s+OrABKw2T6P+qqtB*sW zO8MR}HR`L>(aMb%E3(5-O(>hc{o|=;WW;Y#;Jc4-Wdc4tpHK@zkY48Qo8JSz$GN_~R`GjiH0)AqPcXA$FN6Vb+l##&SOD z=#B~ZIi^z;`PdcIon(t=&dtfIaaroprIKC)S#jyZu9_4B&0dpINP8c78DhowIQ-H4 zV#c&(Sb)njU#q-&o@&jR*HXku7r&&%fRHiWq9~BI`5GL8IR>bO7+U4BSUuqPsNlBg z%+ufcV`x}qb!2WKm8sPnVC!5!=&6K{W8j;!Xn-*PIB#6Ghz4l11;Qb)hEYsM=!nP(ET5nVNH5MD$Hmu>C5suSoBfWStII6rFR3PaB zLe`L_uqfWJpWUP06lJ28u~^SnFFSk-DJm}6SZGors6!Y$!W0wtceirGlYoZZ$hm-Q z$hLWR6-SMMxC<;BV&@N<`@Rc(9+)60Bcuy_MWuxlb7FK)dLl@sMyH$197;rO97sg% z;)S6vwTPFqO!$3%jEj~*!e8Y{W=DagvJse)l}i=5X+Bd8dCNCN5u@a)Rfs&o5>pvD z`;cdJF=L%w2_vF^h>$ccgN=**xtbB!_o?^R!IZpwz(#N)J|dScj&|cgvcMYDJf`Y6 z3H^{AeilJ1Ry1NaYQ{{XA!Fi0z<)1iPzCfR))or{JmmD2)!+*QYI6oeutKvK>H14; zA5fY%`t0e%CVArLI1|~?uO4~e-xsN^>9cz@F;IV588Nq645^Xz@BftKg+Atd@td#~fgUMrwpiNgY1^bRlmd$N98}kU zx~d0Xd<+c$ueWQ)BIerC+_z6jiKbMzoT{>GCgP~F6pb=2Oj$v$^26Yj(!F#fM?-}y zUEmkL68yCK`KE=hx0z*UCUC-+v&G$Hb?pwdMCRK!lR~qTbUM9M!jfA^W+9eDVI`{t z@613}R4LoIrGf9Mkf}-+LSI8QhN($PKeWo#1h76HDeB_rz#j1wG75R|kVyPP(6n(L zVitoaQ5b_L>q8JG-LQBNu4U#&3{u5{VQLnzTf(QB0HP<09*ZIfdE7bcGWUfI7fR+$b{rvMij07myGF7o|4tpESvnza5O+f!M~ zSjErXd3q%(x@FaB+J2M!NUd;a1=Kj8+;yr9EZx@H$pAJ;$DoxTc6Mdz*w>(7}yx5JjpcY@co_~qd4`shr|o4^N_s1PT((trCc5x)}caMRMPSj0G%by zU=p8!cq3BE@%#F@1Mob;CzSV=nz+=scXbE1vRwKoT^;o!9+Q2fE`ts-NlbRS95k4@ zZ}%;53CH6yyS@>sf1^jVNQ#*auyTD^b7J!%PhabOkHNnjl! z&SMkeluh3Mhg@y5@(#LI5nTYmI1(%kg1#cp_Xe@%ffUC$?mf9$FNZn?0TnEx*}`Du zFJK8){-QqZhs_1ps`C83$Fq!fr@}T!yrgYiU?DgSQ>qnMRdsVkkHo%`WKG{LPhGt=1>S>7nAcWV~JTP#XGs+h6O$DS6YC$5-LqO zCe+?>{NAkr0;Fhhe>q|%j@x62i=SB}NG>_u}y5KxC|q%J_a z5LOxw`M22yFKNiB|7n`hUJ4_AYs0uI;9n*t4KfQU4F731qfn}d5C;SCX*|O8De~FX zf`Pvovt06eouYr6DmBDb)m45ocXmP)GxpsAk#haR_*Lq;D|ngq(;@A%1OneMwRENt z1{{&;Jl_|!hx=ArN1FJ$J^)QLH1U7VPK{AbCVUk z4YHnSRjc;PBdv@I#~C;;!=OTO`u7}dQo@k8QOtqa&^8RDRS656RLV(P4^TI9=rHLVJ6_90DT>O?qq>~Sk5LwFdEeG8fi34SN?WZ1fMjcVb2e6Kl*KLz zolDIkKim?yrb}7cmv*|yi!z3#OEV0vQgbNdRR zz|lSfl%9ja>-sJ7!xROI-iC)O^{uGWC=GYG%0^#%oY7(+Wn($mi9{FIKdxJa?%|x(N5lERU2|+4mR=4*{p3U|XxNbG1 z6wQ^cxBsXW?Ar25Nvt8*+MX`JaD*L{E`Fx2xXs9N$<)eMv1X&jRkPs^v;|ezXB<3k zR25kg%FrG-f0yVO8=w2~x;@T}wfY;ARoF`<7Gmou3cTulU2OJxOh5)(V zZjL1RmHO<;gashW48((s;K;-&*bn_=_@(MT;YN!l07zgGE`PZjC%eY?E=x_hHYXJ~ z)}-keCo_fQ%d?s+>9t@8n-EjpC$0lom+Eq}1^vV$^j9su`qJu}%{fTwWG;Q}ZQ8t9 zPF}SB`Q_Jr%W3PPX$uJy8JeR9lk7_2c2Va1Wm;yU8Xvs&h-N#htfC<&Vj}o`|Qz0+?&UOT(MNW(e>UW8A40^?G^8>O&80X0_$>hcu1(I`uuDY zvkffln;;4JE^j2ck`EuSlh;;#+burTcfn${C|dc@{uPBLg)^D=ihCQH**Bdz%MJdv zx*W%Mfh@lC&ZW9FUa{J)*7uR&`KNM^%fuXKQT?8?4;KrO0oaOai&O>vHB)M*?)KA7 zGgX`K>Ted4EZnR}E?s3y9|lMytn?nzEBl?88@L!S&klI^UAuXNWM0#yDh8A1$^c)R z!hC(i&V%G)rnvytp4XCgR%nkf_RLBk*=0&w02kSBj*IQd{-sX25SI8g_g70jWlrSR zXX8DA!Cc9=gJUd@>2m<|HU@sO_!7`ZaRsD8Wr0b-8u$5SzRXq_$94S3^hUkv7b zuJ@f|zJQm+4ID|{igY#0qHA$p9k(@Z>Y^cUSQrISb!iVMeMViPplV0*?cdb|OX`53a*^B9=z1BounH zeI*oFx=a8j!b@h#Eu?jMUF48y5);eKui0Z`!A+-E`5>&g9UMs)3Pm!-@EO^X{0P|A zSD8fsk=waPys$b>IRVqiKr<106%-R?kO=>EFUHN>MD3TDi`4fj z_A|7&z4I(5!dfl-b+OF0rOa_zMPoUTHk1^{Mkarw_Vh5KDyfjBA{;69Ygts;cam-Cywn%_+i36 zwPq748;mF!AhYA6mQ!e2JN#AQ1KtCcM-|DQl+y}Dg*VlSjj-`cQTuBwwI08}p?MdDf&cXV#$)uQ1TB zU*SgVoG5u|w`SBoSyn0w^n4?-h}vC52?6-)84ak(9J@oUhCh+F7vbJo@yaV zmL_5#{T$l1K-3rp8=Kge|6^!-HcsJf3KybkW!xnV?im)%MbuO6+GdKv1nMT;lWkIh z5)%p!dFfl9-e5*aGtJC6_F7sKuWgS+k6z|89It3E;XMCGjmOzy>t6DzaSo08m-B|- z+<4|uB+SH}n5IUbbM4b;&^({jgo0&Is4wNT(3_5VOv8b=NS_mFxs>n63M8=uLOV0R zKL}XQFn0vSv4$>Eq&qvK!?{w=v83k3Rjm5iyi{ul<;mA*EaMqeWInmy1L?RtEL9a^ ztI7HU$(h*WGr^ky0z{0%ivYFK7r7R%`*`sL37bHfTVdCKke;D*Q+2$l@_7y`F-BdV zTHVi~dFce-&*`~nHPU&VvmF!~(kozNI;YDaEgy5zMP*H>WoRNTMQcr<-HzJJGApLl zdSBmrN;bET8HB$}i^K1~)^SQwTNAle)mlA6XoE(e%NH_GOdNxL>?ar+*`L-*t9lRW z00AB5(nK9Zi8pWLEuzji3Y?%czq61;sgCe8)=N>NclQ<0sl}I^Ah^%ZD?IHc=}h7I z?7laYfXPODnK!{um;Ty9PY3=bc`-Lg=*#vfe(l79aG=iXDBN;AuKl*E{;O5`_PkKQ zE+b_YK7+T(c4XNj`1j+ra1qnNgCkELjb%K**wnc*DEh)HyuldkY^S-b5|_+l%jY2x z$;Qs*R;0xz)%q2e-S{$@l5M_v*%ctw)t=ddbNzbe`D6E`oL6PkEJ5$3ZY0oF)QrJ^ zE(Mq1aFkJ7nG<|4b?d4(aYY>y$?=HnI?Y@j0c50zvEG>!JZ4gT63+Ffu( zv_%&PE#e_!=n;YQ%1-tU&YY(9PXCl4qKNK)1LqNkE+XcaD$hQfBCJJOj6^stKqgcm ztt%|OF0ayb%5LoXnc`@U3vlT)>PC_C^B-e6=n(h;-Kde z>6Mb)s_*f+!GU5&*O%q*U3EHLQIg*AtUm={>ECa7AS zlx2h$BVfp)SLKJcaw_q8y$NL`k(d9Myn~mY|2|UD9r3^LK!|k^Ay(X9#cJ%}@Q)_* zzgk5I74b?{RZ!~U`lFTMfTrlXwvH(5g#j+PIOTa_4e}bR%S=@_A(^F}9&J7E3=g_cv^=+l zK|yp3m;|dHB-zbo9G|eg@R-3*!B!=Ez?`r3gHI!4+)Y=!-ZED$WhHXYO7ikefb19t z(O?5E*PK?i=A$GAMWqa)*hHs_(9r8AE)XLIq_{|N%_5Kit_X7lA>e^8vJLve_@&T3 zbn1Qu-5VfF%e(0K-l6_1)H<||T4x;@Jgf3+F&XBh;5Wy@=n!(PKum~d2>jBvx;VeGxBahT|5WQg6+7Jej~e<& z3shllp)L89X$>+(j6}9N-7w|JNFO_f9#^yGAk2f^hJewu9Ywdx-F$7|^(TV(CY232A~PSUb*JuyKR z7ra|R{3kkzNTT|Wdg6ES-;?%!!bnItkN(2{mlVFcp6=#t{q(g3_+PTP?z*@e z`u>Xx-oIS@8VG+EzZ;+W6Au#n3;!)z^)7#RQ2r-BEcvg^|9go3E_}Ba`4iUD_zS+% zr@ZUoZXe{Q2P3V&Jp9%pxy%24?f8>MLR!~BLi&#@$-DUPXY*h2IQ?Jnzs~J<>E9dI hUuj9BUue^RH?_)g_YwL;Lc&74#Ss!uH~GiX{{VVwZQTF>

oJQpLx zg9o0hV6=C$t1S+kQGPx2?nW(wbQS}LDe0)}Vr3^7%|0C53~k?kp~4}ecDe)1)z4*n z+YT2$u0p?)cE9F%#&MOF)M?(nI0i1(BL+Spvhe{{%|br)sq-oXug@X>T7O49a~f>)As8tzcBM%hn27`#r>VmS$c~F!TqPOfhxcn&eK}0b(=*}r1EDs_<#zokpl*Dkcg|S#bogwNR$*_vj%Ya z`6DJ8_?oJY2?0ZcAc*l616A@xur?AG%{@1G*i6r1YK;bkz~kjC5m$nlCmN7^{MHvl zw8;+iv9P8QChF~vuqU6Ch6;mTSw~)oijEUG(}bRm7|(113}LM5#R>!_cYW`oy`D2X zUuIITMP5LFBYDnZ1hFCic5oSix$8xj<{tImYlu;&<_lst){%^vLshH~_2cBM^Hm&F zTMJ@OhxHg*gk&@M)CTnVCI%LlrP#m#fP2^`jw({0XD}>K*F{FPK~b^G@7(Ttgw(2< z>+f^Vw+9E$?QPH2>xGuN$OUi`V0+x3K&c;&Z3Mz5Z}FMF0;ko8jtJWNDFq!-hIlk8I$uVx6@b%@RR;6LT#`T)4 z-LHJ&5De|?GZw8TDM0p7qUKURIAXvmu!~4(b}o|J&qcwZ)?fV^s`&J!!B$5$Iiw#R z^EI?cJVEhP={P(0gu5(^pNU1g$L@889-FG%Z3sB^Z@|Tq#T5S+m60-Yd;ExB65va9 z7ThvuWD#nlyF8s(`SdgI6m*bx4R1L*@O_<~CI+3^ZUADMj|u2)3&2 zPC2jb%|WM8!@Y&!O&p)w{eGamlOexvGWn7Fd13Y+w%K{Dfy8@;qlV|Fy>8;8R_$bqJaD&OYDAg7w@pSaQ3$Ds zJ6~w`o#?HczU70nWY`AX z$o{z9M$%=H*;B_GdRiTyZoMtwPR4-ew&Lw7Ch!6@bq}3gvgEHC{o7(ca=tQH&HC+z zoH+Iaj2ns|3wr#b^^eKpSvy$m#q#j8HsD=qm*q`69x z^!$;?H6=*xSzsrzE|^?7R-@LWBn!ejE3RfacEqVkSPH1F;z&a2(p2SRlXka?aFTL2 zvBb_uQm~>#u$&5s3nXY{B9E{n2ol`j2FUYxl;pvkhmOwSLJklWdmt7uAFZ+l9C5yV zF$Elb6%}=NEIuh8KXz@nfx=kEa+3_X~;?qibSQ&?(v6~50V+%N_m zJydN~1(Ro=(uz_qzy@_gOC<)h@Zf|kwvTCk5?-WUXf8ozzy1i!XGnyBfLBhJlCt|S zMT_%!%dxcoNXK>CdF`%LuA-**>#fx0za@qDPVI9DN7o+s<#BFDj^yC&(r$9NKk++< znZ;%FJR1XBx7TbUDjK;}({$7#7sYGS<%N#}sGr0FIj%Z|^)CsrXN)k8;F46n+zGhk zc%_9UbiVxq)IbLVYV;%D=PBM<=jommKxl(p5M2A9TA@Gen9A5cak>!Xa<{AiM$K&@&N)UBpxLP=BRt zJ#H&Qt^XC(zfrY6JLJCX)GiRlo~Qd2;1(w38C4R^mX$R2y2 z4{hj4!txSgnO&0PR~{Rf?zEUEZ^%yE2?<6%6QCH6_$SJ)l7893dHfa;6dd4qAK5ae zf5z6y7Y?oBi_g@`spr&kv9vKO{u}D)L&h*z|u(2h7>Xa*&tH zwVxf(*Ruvy!A^9Pkp-(&Q5Am5Ak*OkTG)v0$mX1iZEKg2 zGsNN|Xl9j#M=xdc5it8$8J}W^5}BqxQKkHI<*4n*z{G&?=LA7kUNX=Mm1IIn6gAwb zGTFarX@S4&tedhjRPrr=lo?tQZ@qcY3gw=x6zKT40x~yzVr;UoAi>NC=w;^{udXA? zl^QC7xhD+p79DvqMfV=i^pY5J3s6B*2Pl>b&is=8%*#iucDrmqoKV;Sm*|p$riQU>T+0yG{Uq_aQ@buR&J} z6)16Ardn*Q-*2G*f_!}~6icr+TVVowUwRt#nvXzoRbV6=*?;Y?BfGX*jrMCVMAFr6 zmiNl2D}PN1YB81f#99wAaDOnuB-`ekJ5a=JAqSTf10{vHlhUfA1wSvjwoU#eafc+`>pgH#hmm&4rzs=Sbm2T)LJw{Z8uq8MUht z4!4Pg?hlo>05Oe-qoM_V=#!f3b*;K)BKbHDrm3=kIvG#XO7nHdpMAH_jlL?B0iw&C zhlF~99z7RExXWNp`g7qNYyh*Z6m8yBoN6lQMnmwc%{0nVkdJKLvp(=QQkYY6$e+dA zydqw`LU%2A4qM=tSTYLe3z)No<)F4G^427nhnDS7S%k=7pyH4TC=z4-O}=Wo@Ko1F z4e<|xIE@T2+*Lt#G{uyaHjoAP|Sas3sinHXAZv83f~JT_XDo(3Ie-B>4| znU`fVGC?IJq7T|Z$_ux1!R@m%;KLiDo6CHKSs`tOPS*ZP_~>^RCVLJH4$46Z{(?F{ zbRh)Qw}oe*ttW_Pwue&zjl6N|J8_6U?^M5?@oz;jri_NQ#Q&hXT$zBFZ`7j@qsqX%zP8y%&pl|){&w_ zjf4gRC@=W(b;ECiPi`P2YfuxWkp8OZKvlcdIU{}UrD($F_B1n$eb`(IMjwlN*-Ob zT9w?d6RWWp@}~N#2!A%`I`}4Nb5<@+&&EYt=mO2rspZ>3c8`{*94aC_SVhVM7u+SZ z7x{WW?4DC(lvGj#t*3B#uK;*v$V( zGGn&|b2pwdknG>BXdL5R1?!+0_&>A2Y}h&$g)`)}Qu#QKtv*^wO#+$%Ho|uFo#ihr z4DBWx>hkg8NBYE@x<0w(lXjiChqf4&5(6_*G4QAg!d5{g?WI0uzK4pu1^T&jkm#^H z2qJS{@dUZ3vJ*6kT%bI7s{)Zc&SQ!Z`A|=lqREU2>FSg;@D_bfw z4-UK2#=lTe!jnd>1EL&!RiJhjZ~3hW{sH9?}y9s9mdE=a7yME?kJA%9cT zyq9Z(6s{@Ms?*ZgVdVL#i#R`(QRP%dh0IAigKjGPn14pDr)0(+u#u-W`?0HDfIm6( zCxW=p0Q`hC{|S1@hmGPk!)RiI3K<|KJWyk;IIou*aV}Y8ktdIFtBG2Hy15m!TJl5^wg$B* zl0-eG^vmFPMWuGRqV8JE<|bT?I1(bkRO2dG!Ct{3jaxVp7KG25Qf{OHl2a@3Sx$$B z9bZ#MsID#Hx${Lhb%Cb(w(caDFa^}F2u(%WN?$AZj}}sYZ>Ufvq|ogQ^(-;|T!D+H zdSD%DF{9IrqLX#5Rd=fNB@m|<6)TI7 z418BTM@A9Biy$pG3k%)ga~*1CjzUA$zt&D3jDQvRTC07+Wo)z}4Z+OrR;Pi(+jS}E zOsaIXR;%sXv)6Wqv+u*I=dg=ZW~ULS;{ETyxs4UfI435 zm>J(u;+1a~KjmG{(978J_;`(KqI?Aw8Ogd!U$-(q(0$woTzGQ9D~+M*X-AkZcM@ z>hc;ShJ$9xRn=)ilsx07pet2A=oQcX#b;Yc z54o5%A|dHA-=+1*m7t3|E1xkkp51z<5DGq9*tP2QDs2FtDWmV6?iD3&C|fzpYazZh zRsGZNB`sC)eM~(MwjOw7c_k~1pixlUmp3vnU$5?d*osrd)@xzTBJQ|+(t@*cw@G8T zc)5Ko2+eMgnn>NMO2yA4y9ul4%0&0_0`7twNTE!W3kh%s9r@^6KKb&^LFzZ9GwcRB zS^ZNf5PlPpoGgh|ESyBsf&HnocP zx-Q7M458e_l-^`<8SiqO9tZC~A2F{5Vs^g`Im~)ZzV3Zy46+x>dyi@V7|qB2J=&BKM=ma*5gm}4PrSdDS5*6#F!eqrrPsTOhod$pF9aAOa1z(Jvd0g| zln^B@Fruo;?jx0ZXK;ES4RjwXoVU6?nEas+5kw))NlC-;kba>gZL(%bvQ?~}gEADr zofktC{{lIM2Q`v~i%%w{1-y%5l+LF0qYLOtnv4xDb)3h7c!*2`Y{8NyVTXLf!IKX=*_*jHvHnef-}$|WR& zP_aK5Vq2sgE>O_aUyIHL%%vUa;hYc8gunr41be*d>s<*5AKn;KGFUJdS;gJYqDnA~ zoe$lp@dVJcl=41xQjt7ZwkL%32@FeXrFK|S)CqHZG^9&&075h|t~f}iHGZ#(*u57u z#SCdz>5paVW1Y6J>`wBRJDwhplJbs>{{ekLg1)gRqTwn^!pNlR8p|+xwye0KZbO0I zas?5O5wxYD<|14L;A=C}gi1B^u{?fr0{`w)z~x z4%%2283YgssW{SX2@MFs7Sb|lw8s#E#4uHN-0x~eY~8Cs{DI>ncwy)40~4w9&O47x zCc|ZyUB)%nTmvvYsREw&q-xfzS=@BfO+5D4W78x3mz&omK&@7zRy%wIACJe;G>u}Z zh@A3nw8I8o9m1gqp6^ku9u6QKJA`RkRBKf{?{E+qiz@m=v2^&D+%POcP6*d+P^%v< zCJKcj7`nmgJGbNe2Ro-iXhb71f*_z=DIWG5%d)X8hkBz%qj5OxE)tHRX&R;S!S@89 z>&6RuPe;3sc$R)8lA4c3^)76p_Yb5Fh-bWWcs&y+ZPX4Q4;<>5YM2_{l;}&-Uzwn^ z@u@u8<6){zg1`jd)wusHU*PQDzZ)?SLHH25c96o4W>C5+P2qeUX+S+0Be~P1dsT&e ze~A2SaH9b&_YYHP?_%K97G^I~DZ88b=hq!;$Nyw1Owb%84#+Eo%LEt7e zyoe+;B51^Q!V^BljE)E-+pbFyzfaPL3J?Zf80v8yHv%n>mnh7P@!>DMlic4o2<;Kn z(>5Is*70qP+#Hkekf3y2jo|7W&OPnC^{x*w^O12j>^_EgvqrT=5*dPWx8m2v_N(Vk zw43a`(5C&7fRQsKk-bpv^$9Euqbg{`1@+@9R0F}eTW9ga&BMID^i8aNF}wt%xA=%b z$v|rgeMXtVCJThkf?0bQ8=FD%YVa<}a(?d?ZvOp=wBBz}>Jf0|IE{_1l)5#XamkX; zzZdt!DxckaA#a}jDBoPxOL$li=mERV`%g}8S%J8>m0fR=q&7?3Ff?XY2`?*S+|`U( z6bxSM)BQ`G{Kv}VGlHeF_VL)0vx#tY2>*NprcS) zu?9gvqdSS6DG~IvBXT9xeKd5+vr|OZ4pCm*j+JYmPpQYrN+Ij$b1Q5+h}!Hfu2|dw=IE@t)Q1(Y&XE`NMQ_4Du2`&-7uMj z?soi$;?0TnX1qj5d5V^*s++iHKy?P^_rbmqh&H2_8w&hpiXw z5K|*@(@^54j#m6s7-R1ketS}-LnY%#%RrW^=#B%`8X_J=w=LYhc0&7$MB@&rSqu5e zuQp(O=RW9cQyt=li!7E9jzi#>6i=T?V)YQ_o-t&@RWYq*R2e&z6xbEnyh>wACn02G z|9%@pBh(gjVeijQN00{1Da7y?G95#UMvy~eSoI{*vDN9@Fc8%`GMzx=ro32#05pM@ z3@ev|Ob$yEh-!WM^YK#=mEbinHhr8(`NGfHFXg042*I6q-pRGsUd!_3%enjRyI;~o z#FwfbdE^m(``h0hw(J8R_yDm;oS*;ZW{M?6IcV;VVtGkkcmAb}jSusSJ8wDcIj=tL zeCG8p;*mA?vvudD!ybFrTmJ!oAKdz%hb^DizmQj-b^*KgZRg$x?>y|W*PXwD&h{Qw z{qA;#Mh2#r$D(nrc*8p=SBg*D-m>FPX4!G4uzvFsJoe-xhdp-18{SSVnmFt|0d%%^ z|3UBR%)k7%r+#x6_OeQm}1cZZDLZGhN4qVOsU#jN|7N2VT zJH7lVVD&ITlyxX5eR=ZhUTldkwP2hiD0fL3i2!5R<}W_|5n3jEw1&_4aVEisQ&e6n z*!89sQd)27ttf$-3aI-$)D(XU0Qogi^?0lP14 z!4FH4n>b3(`m#sdhhTkc5B#cHJaBJ@IxlmHk*1X z#HWrqgHt{{gTH<64{`60k)Q7)tpI<6#?Whhq$lb8p~Lub2EBKdARA`#8kfj+i_Xv4 z+`ae|W(;_YzP*IIH$vuj?Igw}UKos;qUvAJ37 zl}XB-7TM=Nu=tbKfzF{hS%GQ|EeHr=5rpdzL~Ww$hVeR5MAr@~GkDKayvtdg=o1A6 zbV3eH<`AI}My`Upa0W)UidHP6Px+OKNEm7j1po~lku50TTP$Ii28Bgw;`i-BR4NF| z!kg2L9(I%qfRy-A8*Sq*L^zDlHS|CdL~SMB8p|Mb9T9S%QYV<*jXp4rELYGEq!Kwc zerp_kWD-$p;B_}CP@T;oQ5{2R>S(1ZdZvtQG|;mZMQbn(w9yQKt^{B*WUKBiVB~AW zygJw2{CBLscN5?G+C2n~28`E{hJoy8LR4*Ju86i_Cy8-2MU&++az-a&G^4<)ZK)2b zX(D54pM$W4A2PA3Y2^$cP!>R+5DJiLn!4pn zplcZUsuE2#r4Xemerp1)(m)i-=$fWF#!boT<0NF8LUB_GPam5?ne%NyyTT${( zUV0|Wjyw5?ul3aD7>1&u^!3i6v#tBE$3h`>aeVF>7d@?03eeNv&RZ|P@-WvR%TgDE z$1FI3dHo9y+g>EBcu7}X{SHR=9PHTYx`KDDEgdiDJsqt&A}D=6q~>@${(?x&helB* zlS$4y?>s*L`OkCp)mQ(YHu61C$DP~D?|-oyc-BVgVPNyw>d^J-hmfq3tsw@tzWh!k zFShpnwa@W0_poWC9XT1ojRm;F78P_Rm-+O}8b;h^gMckpeVtcbc@>k3O*$T_QE9c% zd`WDNAUoHl+$ov;<2)z)*9IQ^=aYH+O~2%4<4f4Jeh&7SPWX~hvV&>1T={JloplAB zKaiB$H0+!tFa`N}YQ$e@7iisO+;tH`hVR00RHi~ zGq~c!G_QT%t?a*`Lh^oxWN(hb)->n+(|v^XI^VeaJc4(R5j@t$z(;(H2U-d3hI&%6 z3F=J}{TC@FFRJo)$NiRXZ$0g3AD&07ARb1`6p?mRDbICHiC{t&jiwN! z90E(D+|y0`{#}rW;&vr5M~Vco5JK0e^)(S%KY-twfB>|*r@T8GE`DbdS|zMfiBdLZ z$pb0TYaaS&4y~mLDFo5I6-dR=oTQ3c!v!cyaO z08wucm^w0@fYAxXD~&0``@lBQhbQn_yOd>DI*RZD?4bf~a}=3sqn_#}x+9O93Sn&< zRuqgxTm=`@J>2Ff)<6cgJ&6``(5kNTfOS2*jud*SPNT04b0m+9M-X+Nz_D;U<7kZl zBViZd=6Lv7oBm0qtLr0$6%si%2 zRAy*OkhSRaPTYo1ff- zSNmF$-eK|O>`XSE@&hLRszU3f`^X;av;2xD@uNPA&e(xj6vXZgqt~JO zngaEvfQR1muS}fLVEqTaPOP_p(_2LIz-{u-Treg~5>Hrc`CycKLa^^LpF1}!qV-Xz zzP3QMRq)QQzK?uAILG9uHA(DzKzxVB`0_Y~nHtSc2?6h~s*{rkmCZfL<8H5fVz zR_r{Ndv0Gs^LmfSMu%1F7P4r;e)?uNIA%^0r+;k~+j=T!nxvi*l&dzcJ$p4j`uSOW zQg+uf>Efk@$VP&rLSLxGa<;&k>m#B zgyJ;@?wrBN-~JHwxJD>ZWAka>$2@%!?O}BSHY$SB1tp9vVQ&8Pg@k|c+@g@9QPR)| z5>d4A8~}bIgx3^7G(19^M-Ty+WshQy4uOv-S1~sY;H6arCzCnsk&*&!H4m*=!HZec zdJ+V!DFr4gHH_gbq2V%msezfPP;YXm_qQs+P`-p{cmxqgslHqJ zD4oPlN2iqfK*L4bHH0%-QObSSBS=Q@Ta);6d#5a-LWod^@b*chA*i>8k-COfEF<=h z62z4ezNoo0I+M!$-w#wrw5=JhB@RJ=+uKYKws5wMVs9HkRO=jf(Q?*jbA0XXH)3xX zKzg9rlL{tnDcMMa-x zN(8o{xSxK27uE@lDjO$j?<9@c9jXHwNJP!WYl`4cxuuvR>U*ush@%(lcwK1~kl^|1 zd+1G3Z;PtvRoBNTHYj)6jGmmBb{YT(0`aulpQ_fbT|0g2@9#hCexXp{;~)Rig;G49 zy6?XGxZr{dj`-LSLe+pNx1NZJZfLahJl*@VwKs-&NYr<_1quhdBP+p2MD#XbC+h6++VmrmfR9E6y=zb+O>o4y=%Im^I{##Z5GI zKKuR&0W*(jBH0#x*7g3>^_isPz0R7xCzAyE*r7 z4sYSV>do_+aZK~mKoeq$(WKz#KObW`M2-XgLipDha{?p`8}3XALpf z-$BdoOj4VQBzA?-YaX>Gl}}&l4bk>Up3S~HKfhXo_!5$xVF$KUaO z`hFB}`Y+#!KU)V4y6(eI^iKfY|zK31V~LV^x$mT${t==Q}$82P39hZ z3b#Kv%)1-kA#11Td=LuRFjhfg-yPvMn@+?{1la8rcKp{oXaXlAa3&;P2&|vSu!}zR zq=7T6lQZHN1)W9$S|9hA_*FN%j;+%=)8ZdjtmJdwzl?8O_eMgU0;2-g-|;#+9+Je~ znqinUe%>N;T!?aqpq`S1#sqpzV3u^`Xq-R?XIupwNGZ5%*E!5@8e{iRiqTUgoxg?H z4_x-FfPBBkS%3NX(LOwnSo&y=`kXdQLqnS^V2paoD#_FlhK{pofX2K|x>xQ2%Tk@k za&;Q)5RD)KKVqTPTx24QnW>=-jN#8}N8}1hwO%ZtX&Q1WZZxzzi*VKSM24qQhXAs9 zXi8y@J_k5&dV(uMR`x}oC69N76 z+IVpF9v;4H13{^TnAL+HwFy7EhoHNaz%kGa4Xvgq4_dyAtkf_DCTa2l^zl4W2!iew z^h^ozMYNCuexQ6|Z3_v=VhP=`XryfHEkl^Ywi0rctKisJ`zMj9IDR~Yws#c6&@p#U zxemwxcUCju9T^zUV8o;NEeW(@89x!m-k&3ghw$PK=4c)vC9&O**y1TrK2`EX#Eib! zdMfX9_wL=ynl)?sz7T@#+qeIzck3DJlb`$~_uY3N>(;H~*kg~KUS7`CDIVfKdMIer zG{J&XJCqZI5TrUHYAIbtote$1Ktv5e!Rb zbWZ`p)aYN*is$-7;x>iJDv6d5nywLRa>zZ!5A|r)a~|afNX_whoaM`xQz#T(5>oRm zx7@wEI_pL6&;OR1v#gCPK6UcbQXDMDVBSgX*iSL; zKhl`LeO7{bCqF$|=9N&X)k*{uTjS6YD^uDA9A`qq-f!_A-+Vnt zL1^5=nqT0YGoGX{&u8C{`gmx2A825f0|=l|u?X!o89voUuS@(8RNDh4k55qS)`{+u z@Yxm?F5XAELu24<0}%*bcj_9b=~S0hXe1=5Z9XJi5^F6we_@hal%&w>Af14=$6T`W z1TyL3hXM)s^LBMw;-S-59?}{QdunLk=zf0kQGHwh)lO7Yt7^Js&w5;=JepF}H&nncL0)|i3 zDbDs00*W&QNxed2VU_WdRVYAgz$Y}SQR>vmj>hS}+aZECcih(fidI+w1iOxiW2Vpq|g$~fN`FCgMk z1v+C<64n1jXmnb;PV57#hReJxY+vqmN7~wZA)MykBc5K59o3 zvffaZSEhjoO<7}wY=mJb9;oXg(+S+JG^FAP+a_=3*6RXcXQQRtgK?Wj z3Z6NDZz2hszT=yTCT-@PsN8RQ7p93ME&7gcJ}e|>&ayT-=OpPnzJ)|f=rFL`-j_HG zkUq6qXT&+?RozdE9d)86i_hvJ)fQ&faR-}C;u%nzVQOeot~yp&?OW%ZBqyBL%c3*8 z2*)krO(AqsBh?<6)|I^6L~763Dg9%Rn*Wd}$|KcNBPZ9cUHi%erZ2&!H|dVV0mUOQ+Z?NNo$K zB?YBki0(2d%#g^{3GNy=7U2mZqXFKN4vhp9yCJ?E2n_VPq%d33h-uVQ0cP>wmz`ZC zi4F-iZtfvbgP@~^xyRwL@m{o=#+fJV;J)F-RGTz9T65T2((Jv^Ahk*DM{Ki6rBxC+ zE<++z^rc0U9yq=-=2x^ zL&SDzh(HOt8ZiwwDiA&(z!^3%TFaC>0>*PI$neWv$CS(c|$ud=fMAh;=E17chEKm_|a<*ln_S^4;ut>rpu@pS6VRDez_* zh_ItZzzq)_@M1P*wE;t;$VId8A_nHDAP8G%ehfbmQl6kfpidN4_s*M&HMEr1sGp9b zm8!_HGTxWEhBcTYn3YBb0YcN1>ij@@R9Jy7ImKx_pb8I~6G#F2WI^T5Px+aOauqc2 zTM`OPTBb^U(v+fJ=CUg5JrY8CKElw^>Yn0of)W^2>*{qaQ*}wFfH}SomWh}G&eGJ0 z`VFr8{yW*Vae)8$;P+MfQoTWAMjC5Ky>BfVQK?epsqwd=D?ykL_z@e^GSSC!>anRG zXFu+sOQ}Rj;Si$Mz#Ob1r#i=awum1|6GR;}P~VyBAwwyGwlq=*WwBMQK_ZR-gjH2e(dSpz~}PoPPBwcv>Y67+hLQr%T+@snsf*}NwPgmG^IM) zPQ;||_?OO((zNvH>1RiO0^bd=!{!m!6`Ek-8J!522B!z=srL_m;vc?WU;N@1nVg*D z{PWM})vtav=bwN6bYj@bl`EM!bLJnu(F6PXTq``4)O_cicfKf2>7h}S2LLH3#s8{R ztH|YY0NilH4P1WtDFEf3pyM>OZ1s>#sP! z(o(;N?+AQLunxB+-4hT;Ig^_t&0;Ru>HIZYDA)ktS3Y)+o-DXr83dJ0*gc z;>*>OlH}tS#o0d9W`Ugp-+{^F)aPmye0)dQPt}?vl}<=)_dyDbsvz^`62*lL>b-U9 zDJaei&^$=&cDeAZC-5ABGo}$9Qs(~E7C~x$hDw`BXuu%;+F|-SCqTf&qiuvnHSS%r zi13g`ex77_Yb%8wlW1Qase_dl#P|AC+6Ad_6}QQwo=_d&ou5`GS1%eM0+{nZ4LY}) zw1p$Q?R!6AyrR79qT5aG-ZGDgUpn zjsoUJRbmz;WyWtT@|1A}6`uUk?!w#Zfy{0oEsn4y_`mmtq=OauW zC(vvkv#eeywHdsKpnPTtr>n%t@twp@8YlIj&5WCesk9h0Jt-mK68T<&@T9W2k~-*% z3WT~!MAsdj3I1{^SyF)1ONOD|K-wmL+(EdCb13Q!+{Lpn_l)7}$wI?LAI_*mp}Gfw zMB0|(WR|PAoeGc(O@oGu2m%EVg@(*z5q^MZxHyAF@O@-Fs(@s*jtp6!B5^v@e;>rpI>kl@I<8A`w?AcTH2tQB6tpo>K{A#34w< z)q5*fk>x7VHVJI?xE5RJnP`IRE+9A9@sBe);A6_{Tp+O377MUB&X{%UQBy36DMY7-ye-HkV#{=^wbo z!|RCO$lA4Qr~f`cYCg1H45|6hD9Qu1V#Nwpu3Y(ojC^0o^-`R2o{Rtca=zkyAvJUM zDAfl#Flv(i|H&|XP7C>YKH&kKmM0r5di@^OjLf6&7N1&L;Kp?PA)C;sAUx(%Y0*G{ zS%UPI0M8bby9A;kC@-m!y4N8#;G;hgpt+J=D|90J6tB^X1++c}q0t6Lo6n*XhKZVW z)~s1fXk1e22CX4TZ>h8UFAesrK8{GMKyN^~SMkV%gt$}VoDbi_?L&*$zq17^tJCq2 zN2SFeKUd<6=$J)`<_fx3dF;DTN86d8cV`2stM?S!7clrx7l{dhlMNVKYU7R?G_TcY zBm{*y9w&Zb2@m||4nFm@JIEX(2`4m?I|7VKK%hHFLlW7i<2%qu1oZSwQmR|zk`de? zo349ZPD<@&*6mmFS4$sd^?xsAY*`4iED?dktO|@uKx~^yX{JwV8&o<3Rw;}#E)WuO zaR2^yQDRC^j+|I@$3s0h-NKGpsv zGK;})c3IFnLOs_(c8*1{5B#u?*dOEOOTNmRcKrR(K0J?Ho`)z_FoaMe-%)cCwuMmRQJ z!okehs@pf^5h_icdT$zg@1z=+mn#Ys)*GtR2nfp}2w94Q+HlpV+gJ1C@V+uyrACmB zAsQZ{Qd1*w&r|dSTdChgZE6%>Z$Q3;ur2Td^h^Qi*l1NbO-*1d1DYUa>6~)OiTv`R zZEXMQ-3SCi*ARs=en%R6xTw0iQmQd{xq^s<31T5NrZ;o~UB?>AgXf{OG$}9)YGfY- z2w&p0#4-0zDBx&Y1ko^Ja1`G$@Y@rZ*(!`@r!9r_i2`10LXGEB2}HSy-xN~{{`R-?xzBx$y?gg!YKIFQ7o5^@GulaneQ^`jsCC{0aG z(^Ky2ufLwArWY6Mene3E$0RkskSNMO*9))b;vK!hFe%yFy6AjtjNNZ)W#ZTt(whVH znuZ&NYLmf7JMZ8P?K81Q%2*Q`b~enoZj;{Z;zl*X69Jkh89&Zov|Xd+2}!jzz|Ls6 zof36?EU-VE5lhWJQqdD4_o` zMRd?3HV7h+oVt7qTQjW`wlpC%h>ZAHIS;L2BYY_KYNWRLlx9iddzEMDzjVKfH!e+c z*1jF2{=Le?a*NVDpY&G2=yHRzFM6C!pFDZ{cH4L4dqTC%|PeNyRhRPG|zk%L8-(&qL2vkc|eS;o&vMF!znC@q083qZ8EH!)PrboYgxK$vA$q z;+G1~Cy0eqaudEXsBgIHxrTbrvO1M%?eP4z!~EEauu&Nj=p11B`?_)`e+VW zDq*IQc->79NVJB9Hd(-(--|VvMVf{hvv)M%Hia=WRTvz@sMS?^lWihh7j0l%om?Fo zud4|?Q&QdRxicxxiW9wmJ6=l+bKeBAq%IQlnxiAIMPTWe#Y56|j^g2~Y1&~8 z3@IhLu226hguwUxXL|adtggH6I+~lCdHCUn0X0>9^wCGLh_Gkd;TjbudgL+q|F!x< zA;6)Hu4FPvB5`E9sTW#D1f@H6>^SUxI-P#nvOm`!uc9fNQnpUt39Zk)@^jSuQ#u&h zo}+cc{|M zdjssePc5aR*C6s>gnAM}<8_A57ieoOF8$7jXx$x9m=$K?-+QqyG;t=ux4}(F0z(kr zU84~V(SCE89dC-T|7w@m@1xX{(DdUlZq%pHYv6?i^(M)Qp&aY)T8L&scp{)M!=QC_ zoqF2D4++A90ujK)%bw)12TtJ5>qC^w{jB)F&5RvWqxkAD&M;^$xRHRxXK&-{U5{{5 z(+PCl9RLz%Qu4%Y3vn)-z_eUuT6MNBXeIpnFa%IfLm@DT@08eoJ52T8TF~nO<0l0q zdvbI|%52-&K^X(#L2SQd;#k3~pA`v02K&zrQEj$yPbiVRV1j{P&ZN>2F!wu??EM#u zk1V>2FMoXnQistEtt4E@6{kMT%3qz%@cACUJMYU}{IA#0@fn?M@2m5M^Hy{JCr;tK z6_4`3*O$|XYg8`H9lZndS;}2B18XQp5O&aVMFlWR6-dSqLM8p^TQbVdNE2Wf$YKdR z582*=R;ej&sOKx7+N3y+1Oe7~6_Lp+agJ#qg@B0+{>%=vu!AU8X!JH?=lK|s)~(x_x2ist+3y*E7M@VE*LnEDL8{w{#e4OA z^qs?qsIsk+)hfoe{m9lPq@{i`g%@CrmJr1X*f##y1ZV=ivmIheSQZ!>+C(0G*AS$W zU}%VjM|4XDVO!|MntC6ehm3@j>3+3N5DlZ(eXM~D^;ri6E=O}*|Hm}P|H2o(@VtJ9 zq?DvmDXzTo%4b}swe{)0nPw1W&xXktwU4jl5}Kf1ai4p|1M5HKyLzcH#PcFlywZTn z%f0^U6DLv3)M)B_@m$&Yr?ivm2tT8z+A}Hn{V2KuC%2XyoRGX?s*sX%Q6W1{gJsU#&fsZclLgZtD8G7t@HJ z#=w`vcd5@c*d3wtLkA}*>A7W)+U!>5G!O8v|G9$1pigXjp8UcjZU}z;@24aCq4hqK z^Y&ds=lVMPu9Z-MAK!I4$riZh2Pe|Dt;*zblkRI8@VcXYgg(8j!7SA3XhAT|MHI0J zGLwT)NSWX7^AOwiAp3h@bgJXi*{1wF4IMH$q|j7u`@k^tEB`}%BCkN~L`* z^$;6(;x3zyRVZUllwfR9sqO(|D5C&u*g=Ft82P$V;g3xsyINIe#q$w`658+>vZq6- z&zq7kI)T^MiJq?#L~X2rjIuS-G`u<87=;>g|FBZ1r&Ca`B0HN^4C-h`foj7bvT;Op zSt|`fC(P%uyEpLtudX7fR>8KFV?ZLR;yi1v5`2vpknyOZE944@XoR3CuCnff0O1B` z4JDxR+QZm&mtc4l5sN84YDNJs5egxbF(u@RIEcv{G^Y@?2Gto!Lc6o-^NNJkd$UYL zE{_(AA}dv;{O@cB$3li|g7y?r*D!`M$WjT~S_sM&gr7u|D&$U|LE_#WssrWwh*B8= zc(c2(w;!}5;wXaB=jw*tdh4w(ICA_WANj}&dfxM`!g%$$SNcC(lS3t*xN9FLU()}) z*3V|M(<6E*CAnPgu>1LZ{@I@Xob|$4zJIPiT3L?qk^oXr7ZmNYp816GO1t0)4Oej{ zbUyR(zo9MPVDtMDtT=Hszx>%L%=&qS{U7krw#G2C8Y3r50>>mY1gC%G_naKv$!Grc z3W~2TG2=gUiZg5~EArH80s8g`wN8)p6FQ@(1;n=*=vB$k={CU@3u2P-lTsA=!A<)# zcTe!Hv)@8*8g{=yXY?fRDHYO0 z_e=6~Bzxc3N^-l;@L6DwgFfgmah&3&uKU`tOuVUvy){I7v!vFd@%?}NSKhSt9T-1O zke#bh>vAz-E}@LY-?yH^-fM2-o7X?Uf2_QMbk}B=rbujZfgBN)8 z{z5Xj&|q?*LuAy)jVmx*=m#(EQ%|;&*cGt*Q#~}VG#H!%sVxv4Xi)01sk93!y*_5L zO4Dyt*C{XrdoMD%vGaD$``L$SoeSkIZF)56rCiEw2IX^0q&FoQTWVAP>P#9-Bx6f8 z3Wya3G$6!0uo@aA+Qg}~f1s%(>rCFDc~5eXwI zb!F+))PfjN9YGn3fE`uz0@qVK(0mDhW(UT;F=SH`v27o+w^ISmLK$QKFjyx3!kHL@ z8D%kLTS&`5tlti?7+PF?m(_V~v%{;}&wV%|ed@c*yZz2D#R2MM14*pae-2BrVU>lKDcDfUIk_i1PzR9j5i@0Z;D z$Bt7-jr)XFh8Q_Tr*%!8@15{%UUTb* zxOT4cSd#coDA&T2 zy8>eSB%OEYH2T`;zFlW;ZyzzB&>ztDD8&DtMO!_~zE9}9sec_m|G^oIzoACY4{Y+Y zAT+7ao8|^gURojY`xtL}+ub~HdK=llTg+Ro`w;F0MRKz>>a%NfwdN?@-p-r<@ibny zu$wDBH=CjJa$J1;I)1h0I7B1BPFLysrz&1kgi5DIU_o0~mU3$g&Ffq$tp>xV3Zx#; zw9&`Pn|Q50i!R>D+6U&+^r%6lUC{ctkGygm|KHVBbFC#H{e+Gej!OF6!URLyMNv^RrPVPinHd{ZVCZPC&fq_m#-DsgG^9_6iV>E}~ z97nGj$lgx0d`YDgrK0Gy26VKll%`sP`ph`tox{`@_h4@s!tZV&f7%S*^s3B}Ad5l<4&aGGBs3RC#!MDrHJGT*aOAJmj7ML^OglG^D1Xja8vbc|B@1Pl36i z5wxZ>Zp^}IYf-$?Tpr;#G-qmDck}z%xpf%ndT6x7>($E#J)zFdI93t$f z4sLT=y+6xTd{`+F*#deNv}hP|Dt=W&!pKCF@TL)hL=wxc>Uzv_10VI>+74&ufOM>dpP^-v;W}jR0{Q{Et|8v?ZxiiE24I+86z`Xes;^Kr_|>@ z_v{z;{r&yVO0jsZI^ytF(=>ElpT1?Y+3CLzJoe{$h14qyl@?}bSUK<<2#pI0Gc?RH z%)HITPFK11wA(55O0tXNXrAJ7Hj)x&(4^8CFmkfS*oqpZc@3&9CV%6 z!MDM;1kF#@2~8-2Z#O3Jrjk}F9iSBqs*9>5c2uy65Z$kYM=fhT;=44;?K-hN6^b7# zA_7U=3zb%$6S`BwYfm%ckR6AEvIo_Z$Fp(@E5r2^E5wf@Z@KYr)!lU zGN99SgGK(>CbqxLqS&S5I|0Wu4J$jPx@ylj;~E|F#;7zK)LH|g$ttVY_v3ffD0eE( zYJQf^==wHBmzp$f@|f{!kLa*Zr9)C&TqiWFlh|2f&qX%r4U*iadl_36p*Ta3T_~xg zG`4?rA(0`$1K(JVUY88Mrj2T=p!qS4>^z&+d^BIudW(adm*nQC&ePDj&Chh$9Muw;yz26$Q_6GGFcgn8Uq+uOU=(U-(Fl=& zis}M-9x{^!!%(AsA&?;(KWr++x~7p^)~<~1o8rnkDqoofWuUsV;XMUN#W5$JFDh^aQ&v$Es^eN! zdG~4uBw8wojD~UcOsf5s5^S4DS2Lga&fD3wW+z|1?w4R$1YyM?)rTe(SdK@*v5{d% zbyu?mrPQCuVC)@3)Ej8&lp3#R^J;%wPbD=~8p>(Fni7Z=OG?0GnaFYl;Rot-YPc%3 z%JmT8u;Q=ALWp_;Q7EZ(G!1kew=|vD>qMu9r`}!Z0a%1K##` zxAW6$&!^O>lRKkErC+D%5ev`r`QjaaLC{`jEM}mWHM;M1sWuyA7fCQAi4B5G#9{XQ zAqHpnAPwmIf=_;~BtJ*s&#Du8GK7_vl+P)_<`_edcH+!0ARkYV7>07yVel+L)2oKb z-ra%NFUig^NnS9_*XI3*w|x171oy-U)m(;8i;&vxQA-Jm{Q*HsgJj1fnV)shv@zhk zk3GQ3o6lnG>MH&Qi}LAJ^i5F`jzfHRKzvV)2V)EQ<-dK2OTYPHuKMe{`N5uZ2pc{L zyGFGF`^WRVY3)kt>#JlgYY>b%#JB0xQxM-9FuBmi&PzlcDjgDONq#@vOYf(-`Rvd zG>O+5S3)FBVD1_L$0kTd2^<62*`zvb;gA|1cXy!WOVf(=AZ%e2>qy5YFf=0jtB6V+ zw>5@Yw;_=DEeQfs!^qbV)jEY^T8OPb7~3f-b^LS`z1*1Qml8;PTcbK7i9KFH8yF|( zXhsZRk!+s)v>h6#ui~s?KChbuxvf z;Wk|EzIO|^{rg=AU8AzNlkk>N%8S~Glq!fIAc)%N870n;(J(9A%7_$>PO}r>!N+g$iH!%2#;r``$}3sXRW9lydlgt!}#R(HH#OLoY&Z zyzxfXtXVV7IsV+|KF9Lq%lYt!Km3BXf5cAd)mLAASd8b9Zoo5|+yA-#_tY!RJipc~ z`P$l79juK;aiaUQ53TTr5T{Pf_hq#y}N_hK4mdg=?a*< zuY;@p`5$N`!4H8mT*53#CKeggQv!QJBk_oX>+2Ne1pM8nR&wt@pN5-|R0pGk#zE|i zAbf}pH5fhHqd3FC>MC>bFaH7Gf?K|RHc|uI@OZtroa5Wt`NdruDDJ5ey=VllXcF70 zQR$M{IjE&I^2fMj7XWdOz>%049VrE)OD*bYiIo?G#si$aHrAxB6wJD0N!I}0aG2yH zHe1JAiLVM1*<%pf3zd$5#5O@_L}OqgN$K7;^qRmZLt{||Bn+MAQ0@{$MqD}{Pyi#| zT&A`yLH8=3%4sDkZGwv~SWRxBq~%ea(6}V9C4O^*`iwNcdSEH?lsql-CwRw~K0stq zmh7o@D(!-5t3*nHRnUn2GKw|+@|^HgdLrQ1=!F_ap{9UO$U&AWXp;rBN&{_R94)E3 zaUvGQPbj`ANfm*q6{-Z5ffyLZ9Lk`%K1^mYNAgHrhaf4*+@y#pwW|3V}DN>;(IM| zyrzgUkl!r#xBxs7;W~sqg`&QniY8f}{fD z+GGK(P(>@NeI;K)&zC99N#G|U1Z`=Ap-+Dw!u22suy>EEL@vicD^!%_l{e)QU~bI(18-OpyT{Pd?k1>l-%uHmxFE_+_hviHCL{e1rOpQm0|Bm4jPpZ{UT z%o)>w6x6lA|JDlpmjSW(klML(=hH-RJ9qAUQQJIXr}VD7?s`tZDW&A@yYGHcFaGB` z`t?fdl*V^JGU=;)GNsS9H*vL;$JDKn>Y~0dA>KL8qh)=D_py_d) zY73NRNc7GM$;_W-+4Gkva*GlKhQO$S@WCufd`A#58^mYjFoj2EzJcaS zX8x+d;OQZZvLLZDAUnsVZ^j_GSQoXTP0MPHMjQ%rBuL3W9`h;|MEm&h>UFffc0a|s z&G2}F(11yJJfJuW>M6x}?duyQ*WplF+eB)sBrsqi8iNj>fmqK1?45rIbJHzCGP@rdj(@WK##C`_e85*%AZ zZj52(>Z)TTEovK+2mynyG6;rrybhnc_su0pxa8+p#CAbspHA(BI+ZquAneoF8fUcG zqctZP8;M~}7`PE=w0W>8L1+?c&4M{+>^|Cu=MgKsw~Vw*0^39@R?vh{@syp-__l!` zHnDsO`4Tc3frg7QsuZp=Y%A0JLJ30%WvAi!%6~Kwhgw64XKHn2_TH3IWBhUzF+7G$ zCm~l7P|Nx;zYBM0-)#Zd%PH{X0SH{Ep8bFO#!<(EIN^`2VSUVH6f zG2<&&uH?oWZv^0+bIu{1PIJQzH$3Nd7B61RX{VjWZMWTq@B4i1YyZK&ed0flxUT1U zeC9Ks;kWnRM`vUnpStc7^dI-~<(gJY4OV{kF?tuKdDRv3rl^5wkqo$mxx66a-?UG}23c|=gUa^=eB_2dIP^5^>BTdy?ry%!RUEi*~%RGkSs zC(&!_J+`f>am&J`gfoKDET8n_I>HBMtd7&Hqt~H%oyXWRgIdBOnyygJSd5?HVweG5 zRC4^MpWvP!oCq6ZI1`f0LXG$?L4GbwEYmPbklZ54&sO{6#sV5s7O|0?CVCCFzd1>A zt0X+?VwQE>utsj4Mqmjl9Rc-wdeL1NpQCuMJ$Kb{BL;q0VrK+)-p9^KYBzS09<7ns zt+V$cNn#5GrsPYnU&!M468?4DXYr4-$W=o$JRN&$h~y5HQq{k*f)_EUHJgl;x(Sa+ zI>$Ulmzn4d=y*Ud_WBy-&JfN7G@^n=0`wZhpR_QllJI!I;OiUgKgTA$77BfkA5W1i zonvrhZP$gL2`2Ug6Wg|J+n8Wt+crA3ZQGgHwlT5IPQISEz8~jLS9R5?uHNU~XYIYN zwfaq5Os{!@~ws10J+Or>v=c!OFFub-)?LFcCT`&fjy0_**P!UZo3pgpzc!dON_D+P~|QcKGg%b$wtM?|E(RqZH?yOGBQ zoGQGqCohL^)4~2cayJzjR^@lG;nYMTvmuDqNOp4wxtpV=M-#aOaDl)`ljToIO>%>? z5X9@n(GN7}{hk@;zV7He90+&Uxi9H=vU<+=FbVvtRUi3N;r6bjo7O4xv+vrqKJ)=XCT7p_HFXlgTmL~npv(Kar|ykap}VL zw(sC0|9$$*&6t8WY6QepF{9Rj9HwpzI@??`%r0%-b;+fR=>4`544N^A_a<1*Z?|!(^ z7ATuDnrY#;}u3;;l>;_IjVvPusQaegD@{UUl8e3(Bn- z(2l%>=RFLW{A(WFmT2G;LH~^qvJ9GZmo?X%Ro19gS8%F6xYGw`IYvd>Vw)$3*E#mC zx}r_IKhwg^kim;(Q)R{y*sR#!BW$?ahZ2^Z1IB|4uU6}k7a({FX|=U;ZYUqHgTwOm z)kQsgq(YaMOw22tqBP^BnHxd{56wV_hlI$jMUG_tz!AaB!xSr7zqkd&x*)BX+$=E$WLx#Gyk&JqGhYW7EA{} zG>!NoCm)kRlBS7a{KQqUh;3*_X@22EEFZEA4QXmj;fEHi1GA13tspH5_=f9z+j*<} zoWL<-R#rLXuA0c#4Tz9EtR-}|XgL&K31<5i@pH?u8!E)NhT>u(mbfbVjd}#qh)85p4CiQ0mRx4)VGxTyCov4Ji~E-YJb!GXmvH?*ZDx!xvAkr zPVI^nguv4i6(zf0Nqj@`*|htv#f*Av{SswGRPcC)>1hL8Ci&1A^4+Qj%LKfWcGsF= zWy`9V%lGIY@2E*Vw38X}6Fik7RWaDC3am%Q0)A#!0Nw4TbZ7Ht*Gt(K5U>In+2 zL&9B-p&LAKD?;$*P*lrR@`AigaC<#y(gwEbs@w{f4=%p&4h7`qS!o0lTH)C>XXM!x z?32*YS=LeXCD$U5V{c9toSF?ZfzF}&_6uGfwTU#jQII#fjQU%$dYW|RxW-R`*I!}J z=Gwx*dK@*V;V;k{Ek6in%608N!h`6=8!uUBwL<@IgAjjNiBFkMzbnlcz!mCs-JMDR ze5O<6e@SCX)CCb634m=i@_c^e}$es&H zO5m~8oH@w>8_C_6xIKQt{jM3Ssw}n5=7xLXA%zBc%@uR?b4jkefWqY;pgn1 zS<$4-G_h>vMu)7P^lNg>V#I8W3Zn%pi%65xG+tD6)y(#Qp^GO6Pi3ypr`{cj`!o1y z&E!`D9Fb0ev8PsV@ULz1jH||Yk?~eWjtyZeXlXvgt=@UAgS2X0r?b=@h^RP2d$OyTygH6&Z zxW<~@=nX!c7J?J6`CF=8&-kxscKvVmH(x0B!PO`JsKqHIXN~!HmYAn7vNZx%64J@9 zjj6>%RI0ugpXk_`p6osdmQrH@l>B(;yw-6S%pK7lg~Iqa-J2RHEnq-#G(AT|O>0E2 z&3|%pU&t*pCu7K4I)_QUUeTV7Gw1}J;C!_UKr4hj7;<^Hv1f}(ndsZwwN|v9l15XJ z9VKq+-0nd4G(r>N3VIN-G~;`KO$FjF3Ap~$zXo3L4=x9-9D5uTsw+*~iWm|pLd854 z7a_96ptO1`5C!!kEod?L>^rQ`Y=$z)4dH)!dCAnEo-ZyVvU5_whdFAEOxgABw?e+2Y}U=TY7N$ zdzX|_lBUb?Mkc=hc%35w~LRkLTN*tSBIIYrB&6)og3YIaJww^1CZ?l5TY(iC2 zS*v>YpO9DLU4V@=Xat_eRSbW2POrT+V56X%yYT&#)YnPY1r*YNf;gvH1O^>g!uiN` z30hMeL4Vd*m*(>md>{oezj92Q#=w}f2_=Udj-LrD5FTVBJQWgdoxGAMCzpO>aeDKT0_Wzz6{aZ=e4x-`lO2%23v!HSI^({O@Zs%x2SB7V=br z{JCaR8Ei8$7ZB1n&U0dzOkPh}r@!U0QA`z+ zzBa=l@IS^7L3R8$=WBcN1Rou|%XNt#6vhZeb(~|%<6>Uj>E?g!`yljWlVx&Q;Uf$G zO&p$`z>2A;t<7S;hV6xjlAibaKH}Uh3G3g5Ia`p>J3h-{Lh$Cgp=8S9(J|8BxKjX(KkY7RH z3B1wQ1^vEPv5<45;7O3;U?elm1&fPC?g;{k1dXIy$#FbvTWpUuR@E%0ogj$NWM4uy zk_8V;B~DA}uU(*5IIEY-ar2evpH1kJGyJ#KvfNsSnJp87d)#{{1 z^aZt%wEiy71C>N)XnJk1)oL+==y4DN>2sg6>OX2ee03#di=~t9O8NSYl6Zdr)cKE4 z>tF)Kt2t0zNrHE1s4<=)T785(0EuT#s9;cQ3HAwk?_9eOrG806Lx_vTy|{#*FMpzI zG9IkBT&??+$@0~eZ=dY5CShis}ovCc)jgk z!>uln-58HQcs~yhJT7XzMj0N$ZM;0z`^;Y(_J3kie^;$sL_7!{x6T1UlT2?@U_jjc z@@Ndln|_QVNx(@`J5NgpG?)1ycQ7ufN5s0timCZQ9?2lp6OQcQ%_3Xf3(2A(5^Xjs z3^<#|kPcUbhR5@108vtjDL_5(MuPg$=WW_JZ|(9N@ITP}xW!D9Y6*^vn&Js6^RIpfDTu^OIAQISQpi31sKyU-BN2k+S&2L{$N>=GgPh^($Ay z__m?>N<;B-6ydfRiqh|*SWe2#_a@D->`u{~)Kw&Dku|oI(GtTc4rR-+K4Tyq+7j(rehDV=@-7 zEBm?sx7ToFm)q10Z^A0Y;5KUmIMoWUcJ^LyiFN$s!KgnCAbPS+GZ}+qK?Ym?@MK`Y zV5@g41k3Er@%$|8-HiEtKB>PxyxIeX22Pfu&lzNNM0oS@nwrab@tNppYd z_+q@2!}q`NFOZMMg!$*&+gsbm-9)L+Zv%6@TUy`<0QlzA?Ja#X&ON915b)l9IARu` z4Y$1ydjYV2Q{bOGpYcxW7D$UhPxU{+!4&TsUuNm;!MXjXeN}(L!8!i=vXxJy^Ianz+pc#d`5e zJ<%dqg~?mT7Ofip!pPsuzc0T96$R(7hc8HoO6SdR`QNTVH}X-+e*X9_7VQ!g^~HVj z*EPq-0-QmjeleGJr=pW(b(d9NMz05{bE`X(P_bMg8m*K2)jQoGJuCd<(~tM&q%IlD z!iM^NHnl+J>$fl@HRK%WPc2RFwGuMb*F1i`CS!;V-Vr#Z!$gv^hN&WPD{n}o$& zXo`d5f>^ZnJ92&EvNt4N&(t^ymeBn%A~=O;gE1SKN{wWLtU=rvk9F86PjF(GvgIWo zy|5BeTN&IvC%~taKa}<5z?anEZPIDrAXE@ z(6MZ-h!_z9%R+j5bbU}X%$zM%mX6%EZaTvK zBk$*lU$5voO-1>|V=A?7d(wauD71-GhJVNOKL^ecoWV=~!zVC58K?5US#}nHt+}d9 z%;|{p)NV6H_a)hy-3&q-F!Q|hTHrIYd%=(3zaoWd@h!6j5s`)Gl@HHr!&m_{LP!8N zArQ3o+4qm|&$IJ7Z6Q+!O8kgKr*VJo+?fjFf5^w|x=b}Y-<^3p_6%sQt#}b;nOO^Z zSE!Dr!-Oz9dR;3yfR?vqv>S#F=`(!SkrUN3b{HWf;J;n*zG=KB=k6VB`)PI&NgV^U zfu}ImG?P=@oE1G?mv54R;Fs1iIE{lQLg`VSUQrIbaNxgXLrjb!TVfx3r*F?D@IGQo zQ_G#TkI7CAVWgh@8i4;=@WOa<47i7jx^PUL^+i)!XupYxy>Tyr`Vv?leYBG8+Wxg+ zr%-5CC^LL6OkYV1C6e`;Q|S<#w@%w`{0puZ*E`9&cIIk^!9U8!bn~kI-O+yEMgMuh zZ@0;co#{)Z@MC6th}0EA_k{zANmK4FE`GR+ZY&x|pZRg;>4)2eG!YjEQ@B#{@r|7cg8@a-@k$FK_?c~Ys z2idt)7ULf#15c!LffpBjJ$d`eY{=Bi=G#qE{~Z?&3lu;lQZN1XdjJ$jQIDOkrFkPKmzxcf1kF5`WP zSvA2fTHXwKZK2;m>DmM#9{pRd~uy5m`2Tn8o-o5!mr+^ zAeMB-TghF^j2;&G=I~(5zTLnDA}$rtBcngwqpXe(8ccww!@OmaFBwrgOVQU@(gFJA zLQV;JS9jSApBWS!h=k5~?Y}UzOM*AzMX|xED;A$Q*|p6&rM1RQ)G(WLm9~tCpx5UY zP;&Gq2k|TOGt5^Vlf6SlDt$fP9Nma}hnG;aC800DtoEf(`!Y@-CCmansiHv5UL zag!N^6NcL3R_LJ!hlcViDeiLPf>t;;RiV4j`uq8@uu9o$lW#=R2(3k?)aW4&ewyfb za`UTh^dQ-oVhY(ot>+N+zZTqS%Zbggcz~?;Cu*1+r@J9Y>uKGZif=Cmu}+uGD-9r5 zn_xirzs;JhPPar^^3&^UGZ58jf$+e5F>yTP8Wj5VjdL#;?FCf0(;y(L2#Cu6 zuf}s_2g7TrB8eJZ-I!xo}0DBWb#!@L9fFgnovrLFPO_AhlId*8_pB>+m8L9VzqdZ#K6izE zoU-j3Sd%Z3lnY=OKZ$kz)a8P^?xHmnip#_-0iqZH)Am3IahTEr==7p=qde>}hb}^V zZBJ;CAQdohK`f8J4GEEAj_MbEg6r_(6Y_P)sCnnLq{vf+VT>`iHG1dHHnq)4u&y}#Y^C*Z} zMBq{v`MtiI&DTJCaDCJ0j6$_Ohw*jovUJv?SElx;@md(~eI7ofo|M>5`KL_6DwLc; z3Z-9%?AR&Yj0?pDnz` zO$@7zDCZQaXsI5*%yfqhr$fqX0?Cc2mWI+?Mv}uT!;o1w5GdX|Lq*_;In_C#TYs$kH!TR~vCOX&{40SPPY%+R6NVWMf}rhy zZqO5M5Z}$7MB=v3J7xX}K&-Q%*(n}BmL}~^y*TSlK&PV&`)CwG_>&|&B%(G`aap*& zZal`W4a8~lY!CPWmTxhbiz}v1ebR|TjpQrsL9kx+<8&Ux~m7-yY)fPA_D>Roi{XY-zCYaEp+M1RBJyYYF-)IM|5bj;f+?ImpLQLqg34 z%JR4qZkBCoq12xo#(qRO%s`c9(~Z^@8}d8D9voQEdhCb0>6kZ94n@U^i9T37lN8Yq zW*+&zLek}crB#Wd)g6}C2nkBDhZph5IfOm>HZGbU4G-3@BMy^+W=@hQDWKT3;wM{OfbNGj$es5u z&}Ym9RWW-M$F^-Rd`!xZT6$-SV`ma%7H_*~m{Nz!E3+L09+yJEN7uZg5_S@pzj{(CC zkBu+0>+XTSyyul)Gr$Lrk{RorrHZN!vi4DQH|w<@DthLxb2`v4Y~LwJNj-M{bHHXB z-#x)&JP6eW|hi?!%2sT>MpgfE1O;{FxEAsequoF;SJ_WPt$9&4pJ< z|Ffe+*h3^`ZNL-dG)-O!xnuS;!l8x7`Ho3QdRF)P_Qai_T~N82>;x~$!EBLWv>sD) zFe2@5TFhL71)@|ImpLuU2^|6hgOserBreUEO|wIXtSJW^drn>AmVtp-QbT;Or|b}Y%5bCS+aFg!;#fL7RGRV`E^H! zde4;InnWd_DQahxgeWun=uhgjP3raJN>b}K%NO9Mn_Y8VtO?XWQv4j=lN4d}Xb8ZN z=GJ&%u0vMQuQqPlYsB;kZPk4%Z8DP^qze4oChy}SXdD4hLuvZHnC5$}#eL;NelLe< z6G6%z0I2YIWZ_Pv*x+o$UcMy@RYowq#ueYpCc4{AdH#Zv`23rVbx*GSUv}WG(~cJr zJ)^x-m;*&vW6N|-YCAGCx0p~|g7@yLz~97bCrTU1hVvt~A1#4v(D9*!K7}$@k2d?Z zxr0H7SJ40u1;oamb6DJ*1NUOwFjMS*=53n@#qah0`|U2he$oi$r-hkcn7FDE5W?J$ zrXg)92RRf)7}(C-upsoqaqyJ1KsD4`{V;_bZ8W&}ih->9H48}aGq&3#j z_19r@G+>(1_t{o#w(CDD)g^~f5vJ(zlxF-e zI`Il4{TXGm+G?WLGzAI_gbPyUtcITY%@jX7BJ&(+n_LCWD1+vpRg)5J@{1F8A;$yk zv?7aezB{NbrG|#p`b+i;a%dM;7qln9pu>?38sQ|%@$$rC42{Y|y?G()|EFK}WU_%j z&#HPS*e=~>izNbW!X3e{B4nWWUa>w%dn<@J&s=9p&xNkoxi24sPZXT3T!Y712b?B&oDtzvJnAYEVY*Sw6a9?jy(o~d(_s6+2%_{$8IsEm=s{4cl)x3s}T#C&uLyFji zpWN5y(98``=Gu3BOw`T+tkX#H(4gM!I zfLb0WkOdPwk_wLKWey}x$l&`xL$TycTw*AMu=(x$I(vl~m-ta$wR{ta(%mYxu7@3i zPW`MR8n<4(a1~Gb3}d7s5|!5>475A@hEqu%Vf`m+nQwASgCHVTtzOwxYWJ88dqU(6 z>C8ktpX-4@yeK#ce|hX%}{Im#od# zRZy?o>tXid*oh`|?BsJ{C1!-rfhE4x+wczb)1MAM?ZAgk^UMjz zjT+-CAd2Fz4i@qvmZ?k{;cb-m;*D88boi^WBas#%Ne9iXm#{1->lrIB3PY-v- z2IW>OG}HYJt+YJxv2n*8MoB|-r+W9wsvc;A7-N|Fmp@`I5bvuolpZPYN0TSnXK45z zE66Eh?U|$U*QRh-swP+e_S&N1c`6OA&LCu;8WBd#K5QMq^9dpwaJp<_Y3^`BVru#d zd(g|lD)h>?8Hs!FA{!Dtop>q%#dxJlL}q~0MJ0(%;!}oxRyVqsCQXznDN!9YLeV)T zxQa;3wHSq<{4`+-0tyd%fvV7isj6Am?_aFm50;s2%4)C0%%RS()k}NVpGS`up1&A! zKUa}dqnErPbtTH9Q(&Ul3bDAA(N@vW)r8KtccG}i7Fxm=V48-EK?T-alK{~V{rsfV z>}Hi7JoICDbDtWb%u~sXDQJ<|VYqS}2Fbh{uBN_s#?Y|9dXT^wa-Y!plWq5?SS03}g*iGhW!_#QKroM|+V-tau z1Lh|384-aHRpRHOk?gO%!uAU^H@-tA&Xg$Qb_EX|_SeO8(GFAIJxv0n75Rhp)6%ZX za(%SEn+*MFk7o?q9&d`+P2ShwjnEW?+2nNZ@ev^LznB&4wTA!Y@PeK*-_B$Pic|I9 zib6}xA`K#vOdGXox}UW9KlYHm#;;mMID^gLP9x&_)PTpnq_e`3lTz3~?n{0t>py)6 zYT^dTf3jm{ePTkU&TveP`USCO9U&!ejDlX}0&~0sMNzlF8|m$j;H$J{O*Jyt!(|lV zrLO8uoULf9SSYPy7}uFpDAF`p0vUWy#aP9KMXh(y$;$iskijZZ6?KeePZ1(q&6_%$ z9|RNDXI;=J>_1E)-6!hN?9pRhj#9rpvxuHT+id2Y z>j$hw-`rtOlfX1|8XW=Rg1b?Of3%@-7r%Epm_arhf|m<9>Xxz*j%^?9^7V?Fkw?s7 zIE%CVT~0cAA-^m@%olf3Y_=Inf!&Igubuyp0?4ulY`s4T5R z6vpcOP*PjLrqiSR4zE`JvlO=}rIt7}Sg-`uvWj3R+!=N5N^nA@NNNF@1#YxY;%`HE zhGVEsky_F`F;#fS;;8BdTf{8u10c4FBSMFcb>uroKv^qt$u}ttt~)EaV(l{+QDkZ} zUvkJsxD$XBB`g2C#*UHqIq9A~hj=;c+TynmrV}Z{OS*t0$pyj-X+zqwaYa*1eYU8!%hTK3QOlts>h_jmaHsh1hG0713al^ z)Ye1a>_G7f&?DbCgwo{lG(b_!@V-m|d|E;63B>OigxYM;{2FRY`PktprLNwYmIex; z`JOdmgNMvUd2m#!SwC8eRaXcJ&#?O^bg;-&fWDZw_dLZzXfr0yZaHZLZ>rR%pm;un zfB)rwmvk{|vUCWYPK*8L>#+dQeWP+Y?}5)eO-)D}tiizn&$*?nD~J%3=(5-3;7um^YDeQH5)ANfom_G8%ldEuFF?@dkO+3~JYohW#B z)hVU$G;m)qA+x8ZpaA}UC3a`bv@r`L==VMywBlgt*v)s>aU zf3bTEG2JBOQ!Z}FEevZ;uwtUo92IJZGQ&Ce{bT5s;x-;LOT2m0uxCs8;49MK7m4er zpc(uK@MAJ}!O*Z<%0(2E^fC7~9582K{bzB)XHs0!Sw4LAPj+>r-N8Yiz~Q_#9<&x~};2mh2WuNYjEQc!S4kLm3cE?7$FRwx34`fmFwQFLSe z#3g1qAudtDH~glA`0es1G^-=hPxEi9=!_X)0(9np((-CVsYz&5H15MCb~LjQT5DB- z%6e+Ss6{UuHIYc9u%f4-Ca)ywsdDJR5^V?=p@+Y{D^QRZx8wUY%%VPG zCgd=}Dwc(qgirDylbOpZ6p=Z0{dw8ecuQCrO;GF&SaI+ZMnt3qy7i9YnSEA6eq6}5 zZSi_C^=NPmfA#RacC}cRTt&~be3^FUdK7HAF-ho~nzOP3N}wRuDht(qmox-&lquyp zo|=UvPEnZGYpPvOrkq)gnRN%i`2sxuUdTXwh<}azs3+1>&#*}ME&*Kr-Cc@+`I6d& zEi!qWvN%$nS}pnAw_Z-VBl1D)wTXBFP~CC71wnjT@hrU(2cr`+3*nQneM$qmAoR!+!ta9*Ow?@8xbXjy`dIIX_QErN(?^;8D5TR;=R&{MapDc?Hp+c zex5ZPR_eibiJ8^Q8BO47P$is>)z!ep>%uUrrx0{JlB1WEeI6i9z3BEKR-d= z8SU6U32F^NZ6Vdav|JLepBd;&OBG5K2kEH^SS8Ie}-Ypaj4>lvw0rF-iF)hLGdR$$FF?3AQ*F) zf2AgHnX30OiHs-(zS?!XkZymDsc=2ASt07W4dblbxA^%~dDfU&99a)^V*RO?~C?HWAR=m(`fmMJ_n3gy!}b-xsP_0CSaJjLTdCW z*@;Bl+wCX7APZSP3tyzi6Tpo3(;S$wSS2fqJ~6+&tR3elQ}#iJ;`nI^k$wvbo-ng zh9TG}LD5KI^lD&txVXvA|5@!cW)pN5m67I^VDc0!Yct{KH84Ca>?hP_)J(p^HvzPwYKS|2poA zo%X@p9khdm(WVmUnpVJ+mn7Pa@CJZDD-GiKJ==|ENs{o{+=#o?oqE09kY3&>JiUIy z*sAMF+Hq{i4iOQOb~6qCgH(lrJRIQ!*dupm^S=7HOX#X~kW<+E=PsmG(ZG-}Chp@` z^3fHq%!)$2SySr19{02LR`?1XOemjg?rUz=TTpAIQn|mpo$RyTFLqXKAQ%I~m`&AetVm zOam{%#s*2`u&xw&C2~+fC8bg5iV_?-=)!%H2nTv-G|f58!z9K6-*K>fObC$ld)25S zl?&LCge%>I&1qOtTf1Sq0JsX;##P{SOF({N2kk8I6r&Qc)6}phxoC^Cexy z!z7Isxtqe~ITz%9kAoqD8TSOV7T`2~XwuHwb~U;yjV5t+8&v6}&|%}pvv^vo zGXdx{t~SI~DTX%wk{+slqDd8o*1umF zQA)R&Yu!H`*{gke13I*7PCFy#9F@6$PifLUKYWzS_TvwE-R#B=HA zTF{n4{Q(vJW943I!n}d%I~zCm_`i9Tf%dx#blAa2XUL|-*Z0qTR z7;P_eQOD%|eXb8z3H=zKdE6QfGh1`?EMz-*U-plp>(O7o4fkKMnXhjF5onAZJZWBu zq`iqn4cg`YhjK)GZl04lmB!1u7ymgMF!w5%?JO_xZf=Dw5`NjoXwJ;y{#b>>AA&-i z)Mls1y8jPJ-kOxF(2_q9&9a%09n#nhK3*63q05Ltr-mnjMLp)GqgGd*YC-s!hz&q& z+nM;c6>>5&h*dq&NFEvYWiJ z-fu=X4Tha57ZR6u+^EphDQ;2#9bnvQZo?Ia0BBgT=jgPbfjy1)qIT3&9P+_E%{8dT=*t@$xz8(z~6~)Z94Ic9MjnNaKwcwBrlA)(1E8_+NG& zFI$lhMWR#0JvlbtPsG`6w4|R`8#6DT;r3nyQJos9?!<~kbLmJ-5ZkSh_reyJk4Co{ zBXb<%Q>2pIQ1oG|4@8P1vogdUT+u*6`$WkyE@`!nL3v3>e@ZScZg5U@x8CLGAzdSXZIGIWqB`l&08xyRG zWEc^R;c`m#rAh#T&(^3Vo{t+2Ukdbus=<1E%oNY zj2|-pi4$3vMG#P?PV~MCeWnl{P^1iYy^)OEJ$`vX<+Z5$q7XsGMHR6o zySZOV#2TMhFKpf)Fg0w&Qsv2yn;ck(D7bHa)_;OJ;qQIpQ+%5)OZe6+za}yfz50Dv zh9LgcVx8W7p9`qEJ8o9%yC3)@>fS#+)bW=F6ng8k3-#+BU`B3a>%JVSGrnZ5UKd|( zWBn$z%(90dF?IW1k8{7Q_(m4?QUTX~I?V=Q_Hp}27b}=#5K9BXsOtV|=odaJ(YeW_ zPp4HctLp1~)GZdDulQ?x-^#;G%@L%rt-vOe6l~NcU*P^sz^MC`58r(S@I4ZP8?=mG zMoRWrB&>9Oh-Y!NmtB$79m5BP4kch-6LI0~$;&)wMYa2I@q2yx)m>Ig1t#@nCy0KP zM(f2;ZZovKS7zQcfSD2X(bF7vtR)54RM4`?(=)LM3^sGv9S_vLfyK;`XXm6%qtJDA z_03533y;2NaWi;bDx7vo9efIWah%0sFlwWCwNkEhcTr3%Mvy1gg2+iQO(_b;tKTQS zbQoO<{@lQz1osbg_Z6ma6d9uWQ_;?d20Q}id zy}(;C1T$h&?A|zZ>gT{R#fG1}r1+68R%&$%?n7;|a_$L}_}%zGZ%_`+c-v%e5-~kH zkHa}ow`la!GUg=^(vk%Eqb~D-JyG6H^prIA40~)^gCYVItdUF#pKa##%bhJqAY-IS z7@)~4^mq6KJ?OWDg5owVu}grfRmxi7l!4WtiJeG|SeeO8*oon&ug}aDZ-gL0*AmOr=wWFd9|>Qy!XcGdF-1A#{fe@!-AlSU1g59L2dj@_<%GxKwmh3-#2B6s-u)dj%=(UdOcG(}W%H+U4vnQg>_UxL?yN@wX7T<^Cr(pIxicrBL_K ziAooD!Ob93xnlCLO*Hs!S{{8esmn6x_I0V6(1-%$uuRg(l+@do)x6N6th;9W_PC%E zd>Ve0iLia2+#0`To9Bhfz`!VwWq5&}u$%nb^U6}$09{GTFmW3*Zs#gK4Q>wXkAbfJ zPd_c+Z(kjIhZpXdMIRb0c|tQ8Tq%$AzwFXUm}oSCx%i$2QJp(&@vF$zZ>4UAwG~XA zYk#WX-s}MGhpz%d41=7{9jfZ5&JMP_IAnsE*5em7eykCX@-1g*&WH{jraiPmgy~Hc}s7m#l^b?GUUkasl#o7yAc(< z+e#Vnmo&_ic1tuIS189;dR0STirDc##!78iE-K+O9)Zn z{ZuH}O7bBC31RZ->Uz|7Rd)Eo2=w3O`t_*rbFL^@6g9}3XC4;33gw%MW#7v%CVCsL zQ?vMHP@S{QEg1gJhl|U^#~%iX0`(v!-e)c80?G8;fj>?BFy~!nOQq|K;mxW7mo+yJ zWXa<$5e@kRmbF>WAuJi#TxmroNY19I!+eqV8P3%^0X!qK*mQw=^d{qCZ~Sl8KhtFj z+16Rr4;hav&7IJjq_gew{Q22~^eunMro_FM2rZ1!68t6jJdor43Ot}n)d{Z|lAiZr z3C|eU*{a=?R-u?CliFm8l%)W@GB;ypxWX(WR^0gmN|#YEs72Qx3bu=!CZV;v<+^q# z$;j4M;oq`gDOafF{@N2XED_hJGL?)+T4Qssduw$|^wbvQ;o<=Q=!IM2+2qA?)+Q|j z2U+oRMcZI5^qiLJCVd9uN;?G}^8N-!eKn*px~F-#cJO)p2ZQnuwQx zVkYb{l4NSP0i~7(5k^fBT50JjmbFQiVatA12Oqykir1{4V91L>D$&QXTH_9uz%x{h znHKic%Tg7qL^fM=W(((jG?_x1{t8e zCI(Ass-+!gp(C+41)B6^sSjt6p_)w^y~X1PY9y`Qv?ASr2)z_*B*#>>OW`(SIo(^% z9b^o?k91wPGrpsPKd~PT5xPlG;`8i3SpQ73ifsK(5Rhqjct^cPN9TX3pfM-dFgYc- z6ooTfX}4I`(>*Glz&E+*mbR(Rnls&ZPBiTu>RFH#g~$6c;5s9-YJc$2NRVnx@3Krg ztH9EeeA}Y_YPw?1kTLqmig7ZFJX?n^9{6?Qwa_%Y&~-q!b5Of;r?%~I+uC+TAU{ZJ z)pg+_Fhny5N*oPKHn2m*VPs?;`A~Q(uR+p!+uxeRXBgYIs(%DhIX-9py=r;cO-@BA z`gMersNNd79pO+)>NFxz1uU#?@{~2zKRIyan48Hc?SY^6*t?YN?Ff37AhVoct;#5J zZZr9-!;h14O(N?*2e7DpSbZv)S-^&c>GWx8JWl5tCU1bax`K5jEAf^SI7z6#H^LrZ zswcW_Oqgy*w*{8^jijS_Tl*q(ht1613&3R2IF9Pa?&85EvBPdoGzPaCR(8%*lLT8^#LlZGASK(e6?Ymu1by&<7*YbOTa)eEh^Mi zg)ycQj;;q=z{N|U94Cmj$XgBk=P<4`TuLb{!x=7{0XqA9R!Et1iIyRi*rl9EgPh^_ zn}S*`G%vH?z9m(TR(A?6%tb<~-KVP-j+;v%6)cl#Z%bUHnIB?19@bS5(3Sj|g-(4! zb~_G#gB#3TA%^k_?_joM`!$68X)i=I80J zcV5-_vX9yOQgq(9M%(Fnxeu}vd0+s}%IB&oZXbM)yA99GGxF@jQgmZwYOc!~w@g_bbgysEV$cb6@338Ax*l~nn4i+Mvms|9;kund zvOfT*MZ-_3^w@--yJiWNQs!}pUkhITWhdZylg76}ay&O6UtQKIs-!DN!u}y}eiss; zF?%TU^j97Ah={$9VA4_AlE%Q6AXa~+?y0>=+?yLRDjξJyv3A7?Q1y7I~3cXw*% zFvBrJK`$-Neqn4)uK+yb-)8N?udFd_;&bGIOsu_&z$SNC{{13>^3`)qhDDK5b~znS zWe&f!>u~rcXW|B(0j|hRD`u&CQ_x6o#Bz9;y0OYZQ9Uc#Hj&b|!NZ;PHxIA3i{_>qL+&RSqc)I7fE*J!@%`g~uY=%{5pAAtC~SGJR47yBSMn_u2=y)@~CyvIX z4-oNP6~AzijaUK-<|&O?V@w>adQF%^j#iPJmMF=13n}iA+!LADt254v+}>;{Qpj_f z=!_w6Ms1FpNQp?SbY%#*#=g|Hs3HhZAi|gc5Bvi*Y>hyRX6&8QmKMM%o|~b;ckg9} zTv85iloK}VQZSHGpqBX}6ZPT&Rk?3?nV}M+0f;z(2sg!vSNJ8bk#|6p@>I66R3p@{ zUMmvVJS(0{Ptvk9W>HyxwG%U1LKI1Kh-%gukw8uyK1Xr%s|+VzR#_j|CNKvzX7(6@ zsXq$Z`<3UvjZm<^9m2ei)aU}^ot%a_f5vAJZ455UU`<0 z`v2nEbBkFo6qCNbKYfb;=xd+E*xisz)733R;#*xhnMO8SD)9X^QSX8WyYdx~I*KT`ZPaLrZO6-(e=!{;4o` zeh!QFrZQQ{Yp-|72+P5M&CM!Ry3uDY)j)H< z>GW>9-2$XpR3GxTK8GAE88n9-w!r2SKPbHJ;o-DlJz0)>)tJm=o@knE z?hJ4LH}LFfXqZIFs)C(zLa>!C7z5QzC6csMWz-1KREGL)3@&^@YF4$TV!)r-;Bem3 z#9$P~OclLy87Aqryu2qZyhVXkQIvsg5wSFrkh)~<*lLthxF{i9@~}kP>u5>;Y!mEO zQJ~;}h)yKr+6+~*5y7PRyPn5`a$+4#h*mWknHo=Gi=sHz_qkt~+VnBNSx(~AKLnE` z`(h#5(iePiAcPndE9m#@aD?B~6tK_v@Ge|v3<1*k5PaT*aXoK3t#x^@ga`)|0=OeV zBS&0Sts@6qfdKc@Sf^HkVDF1(K+rAUOR}r<&f9V;K4DSp2un4PJ2(irHwdW%^ab9% zoqs-B5)zW==;(ii_ced+hi0-&_v^CJ{1L_^7s`JTV#+t>S@&H6v_LW_JPPxiE0Yvy z-;?_L&LpV6FyYTNwlge9_jOi7H1!c1T#N{eSP7BMrKQ3vQPKH1ca^;A#O(=n7h5*c z)ajf7jse_hZQFZ7XiNOH1R9m|5k=O775kWO}a= z%+&Q06T4c`QnhfuN?0=V9aFLz3^7RiSU`^9=@^ZMC5H06g0ZMVgl0zlKa$QVI?}G& z!X0#M+vwOy$F@;PI<{@wwrv|7+qRRAZTqk9oSTfg$VF1)-Bo+d^~^a-@t9myV7wKr z%IL_LY-LeP^j6%>Gd^(`d>`etqZjjOe4NAd z=D$%XGAK_x>SWEcWu4o^Ol(CC%r3eG3OR|e+Pft?%JN@<$}W+?FFv$cSMewUiH|G+ z6&V~FFpujfXt3=1%oK;)p;}Q};l`PwW7WPRfT!6qe#p19@Vow3t3%8uJ&^`}l!mw{ zh4BLQzb>r-Z#NhWYKzWm4e9{1ohA!I^4}Jr%Nz5LK~Yn5wP* zq$;2=KA&_!a?<)e4&Rt4A`$vw4Onhbj>gNcfPZ5ngzaRdEJ`#*_bb$+pQ7Hwujl(H z_qN~Fns}APTaQq=MMGh-viD0x>E}QzZ%~h!1T(9FG^O0yNil?CERG}U&}fo$mP1@g z$(O-;3KzzP(#V2Yc}lT*1^&vLLA!vO&SB*f8dCPqqylkRLW>lFncL{ldqhy9`fGV* zgP#I^s)cGqUTtO>Whv;pC47-Ju{CVG49T84b^=LxgoM{)i< zv`2)V=E*%<8bc)mJT$IjON@>(xUNPB%=7iNe@?+0^Q>7RN9V|Ne4vrnx0c2!i_E70 zMrlcSAam;d+MuI}*LO$7e@{MQ&y?Z>kd>JxPt|hBbAeNl9^Ke}Vt2XTmZeWMG%^ah zpXQDg%D+ik;a?DoFYUjxT`6afS9(Tmf-v}~B5IaTz(!3%2ppZa<4ZSXBrmH%J7|$S zq?Lzx)W0?_dY0h&nf)Og@Zl0W%a+EeA^zN#vodxWMTJjc_AKRbbxss4?5!TRQNBF` zzy%gFTnuEe-*$k_Z^(FDN31DphvddPsg7WM(gn1EOZ#l@$`byL+>iY;zVUS`1*$fC z)$ofCsnC*IG>=>f=< zFu~2kub`h=?vs|+vFMWV;tzpO6Zg>io2FCvxYf3>s zfr%g$B%ciivknqj6aN0?8eB?N9J)9o{Nfxparhg^g67Vi*#j*k4oB&xz&O?)=%n^z7FhX!EAGz8Rb}HmC*#E*^?T#AAPCOR0ovzmU`7enB67@-fvR z2#}dAj!W?eQcv*W8Dc6D)blBJNc!L*(~;XA)ZDH!x9Rd)#lzdm5k#OBm;`ar82!$( z8aWP09GYQ6_-fU2s?8bpQD!2eLKx-d7MLybBCv&Ew`yn&VH#l7+r(H`!)dkr%gVMV zXKeH)Ar|nlzpf2b&dgxZMfJ|%MJTE>vYoV}*9E&w6{A)XMK}PHNiC~t4BCfpm^Ps1 znS(XK7(p)+9g8pl`ISvU5^S=>YW5!C7pT-5$=M{N^O^N|JSHe4l}kh8?dW-a(Qb<%yCPv!1t$0ydV>{2@!!&E z;95l9Ggmf~{Zr>TC|9v?f%s!r@Eg9})|bFE$DJZs>JWO+0oa5oufXrvhF4fvDDU~X z(09+nb6u~Pl5|J)9g70N#WEu7pcVHkc+!^9%o+hnHL7udqJw)_9(oc7cwbj~_v#Ol zJCK+!#1Yd37%ivZ1VIZLj#4z_AJ_PuNuj!m4T-ibB=i^J_~5A4WSLkzqug!eF`31! z)5SpymJH``hrS#rV19Ox6x$GFl1K#PCiA>RKUV3^4}Dg<>pXMlQZ#mjYh5O6P@kaD zb;8qG3_v>+5@feaHp+`X6Z!VUXh)~>0St2M1l*~GpY#(M%j@5l^;2|?7tW&1pDZgv zeJF-2f{UKkRn$fvbTvzu=Y_pFe>;LQAPQ<2q_P2Y%SI%$69{6%Wc{@f%IP_f>jmze zE+P)ZcX$XI5xP7OVNcAP>CRLv=ru;$E{nb$j4g12Q zp2TMduZa7Na=>6!FK$>EUiM8L#ASl8Nk`vDeb3I#$4G8t^l(8VuMcx0RJ(T7SjIS{ z?4Ogv6cQu-B7-C?%z9f4%?FfHRO+ZLCgjJG2rm>NK&T5wBU>=hbTJxsl%Z(W!;m%? zgGdwaN3nLABYcs09^K;Nwh1kI{g!;pk#v|A2J$c@-o@BFPx%#n_w7(F5+|1!US)*r z1eqL#3YcOSbTFD*j*@*L6beE^n({fcj~}fGl37>dN=tn{>V*_tfP`y>tb{`x}k|O`57M~Hr zvZQbhVqYcp5eW_uV=7n@E6D;22K8W3sDx9j3iDYHZkzYF!msWK%VHpAmG#CplN6yO zq9!9GP0NW@wf4_PHO70WHVhLYP_!m$q!LNTTL za((KZE~@!{`kMaC-%U-1{OGn1OZwuE0c3ivd7Lj^KbodUk&B6m<=nlM4vg@B*?&FR zem_C4@S;=6?)+2I1gZW?%fF^0Y9=X%4h)u^)j5q{GYs&%h%7PFS_{R%p2VxvUj~mh zW>N}$s1bF*5x7Opy|ai+HP=VsQ<)u*_kD!1yvoDEpe{61oiNBhJ^yhIvc3i3LKgxJPnQq`-M5KMQE#4bPB-Vh z%ad$d4FOHa`<&^u$FCENmY^CdRw}+!kl`$O;HMmM+KqcOW10ApBi*4nU>2|)ziGc> z!B=+(xyj^=Hil1*!Tx|`Ws$c={07fCAFIBo7J7n8-|lyyBICkw^R)AD@ws%Xa(wad z@Swb{#=0>oDyp&)G=4E@8W#GVTv28@7!smmLsCpO`8&-T^Jrq!0llq>5Ltwgvr=el zL9(c(+!CJU=O}|_ER{FaM|dCLY6QQAwa-1AigEI zyFOO_V~P9k`?BKKdu_LWx*Wa&aj`j`-J!U&C&0&C9+|VlFN}l{P}a@rB>ICi+^PlL zeu^xgrZ%QfNgM*ip$@lRL0RzW@n~oiXZRwxkW{ig zc94Z_t5%>GSiFj7V}q(%P;(C?SB{6g1-u=8Gxfi931x8_KoWG7#>gtBAiZbaG@t}! zuw9_CC2o!9?PEVmZia-)yQcQxlYJ;v_+@MF4{5Pxi`6bLoRstC`ak#{(fdT$59d(F zZ8vykIscRY=hmXz>$}fm_r7U_7X5P&&bm}_KhVdX^8`FMqL|u)?>paLVBgawjq8P783J|)s zZ-BCZ!wV#2_<4ZXCc=U+1lRy<6R>{z_ZM?1URyxx=fI&`h|&Hz!Qu3+{wAafoA%kkg!Yr87yK`~Hbavjxynqk%uRuBGUgYyoy3&q6ziRbx0Tan81 zqx>qx3%LaghKXyqxBp^@Q<6zSYHb!CgvsopPid!k<}k@-kP7{<)0;*Ckuzzn_c|?H4XX>s>r@=3(*ocGRu_@u zi@M=pbf@o5DnP?a$e!zlb;s^cGLqHVZXDva;Z0afPCHszKI@SW_jFD6Ie)Q+BNT{W!D{@j!veDXMuVHJ`NhP4WQg-uC^g1(q;ZImx@-JH*zq_cL z7e|*K;-cExYsu$E0vt+$6QK;QKrii^S}(NmvNX$@_X(P++sET=bZy z%4UMuJCK6a`&617V~&30C2O4~wvLqZg|W;RzQA((2}>6jA;X2Bf-6C!u^qboU{7%# zL6iw0v^rQ5n3h4ll)Ss|>&REAS^6@+<0D-SO@>0my4Uuz7%3)(G^ls9DBRJ!$gr$^ zS_s1gGY;qt6JY4SzlCUA^`z9VQ;WW2lckDjsg@B|z8?g_@~Yxgm6DJkdFMf|Lsny= z3HXn$`E1<4os63c!H?=qKcO7GzpzuV$Ub3EBqGIfj7bCAOf^w@(2#Rx!dUrJfUu5+ zvqxA#E$Tu{meK8k25?Ve4Po-%VZksB+_jT`imCr1%-_$g=V)ZtE%{Wa*7SRcqGOPu zhNXn!or%KuFDHj;B$m+>$|&fEwJ0b{f=8!VY@B&aW<6Ua%m<2oemLiUNBF;n-dyZI ze`U4<^I6t_W-sLo{j2VG8z8NlYm@@y(dp^`{saAwt*1_g`2if;p=&*sD*roCfz}&F z%;{j5=%=@6JDbICH`}*E%|#rv|Fl@gCZQ9;S+rZa)((ekKd_Z4)vI_t;BEtc_LBkE z?=n2Pg>`gfEbGJROMT&KeB1g{p+{?x9LvP4Zfn%eVE68x3N z;qfs@nZBO*_qjHQJ*5ih{O{qINOU(>%{TuFOYksvU;cvaeG@vhO<-swqXAqZJhi2G2)) zw2@22v%`ud>($2H9}Vw-74Lu47NyO9Zi~JDIugrCqO<`Wt994S)N0LLH3Qaawj$?u zzwoz)#=p}j+(Re&DFhpJOIt`v>Qz21P+0h0@sUG&4h5+#$w|*Ckx{rzm*TiomU~Yz zxBCawYK-?@xe9BSq2~h(RjnUqZjt5Y^&I;A$xxAna zhU%2qo#9guQ92MDrj&|Nq>_y*mbl$;Q;6UX`!S^<;v~hXf~tR{JXEe$#E2Ve3toD! zW6U#$hqf>In6^b+FpxY=QIo1R$1v6VF=-0l3q6eed~nEK9tTxg2}9KMUw()KG$-gK zX-dcv(FqTUaI!zSVFTg!!ZbG%n|cTpHKRJzvSz<-oBk=wFfHly(lhI_#UzVLOAB%V zWvM2hgv3yYelPOM+Mqf@I7(8aQp6_i6|>13Q?)#6N-Z+f^wwpX zAR#=U%i@Q3K|W4N$gOywtc9?v*6%a0K#ceC(nV7|GYEH|nW2NQyCzPbx(`hBhpstahzTz9;B+27NdCr;wBQtU6u# z?=3Mts|77g{h3o4!dgW)b!JyBk=-}4dMXLtih$uBhn=0q)8w6hQ@+6U3FYg;8vnq0 z*`zuN(u=9eYoBlKAU+~qbaSoLVLzJmvCu<@69zlyW-d;zFInVk7#SPkKT~*B@AARc z=bT|SWy(bLf`V*nOR~ytC6gJNJ2T<~zKp#3MT28ph#Q6r@qngB}%MO!X zD=QfrQ#eqOvV|*D+IN@W^!-LO!b`geM2>hUJ+=DCm%+Hfu0L4`Meo~j+&vxXgD{dd zDhb`jQE&Gt_p<=Yn>W(o8JYMlDP~ux-VkHuq>)smZ`bI>V^a1%2+060wVrbW`oA}U z;N+OEUUs#U%nt&|!x60c%dql22+vi-;}mnpm7}V#=`#i~a=@x8R(~A}CC-Y>k81RS zHBQzY@zqFpmSXA#no?@fX3+vxreHLoc;bQHvPDKZ>G&ECFeiLGTt}}QyRtBuwJ`O9 z>$F~*miP>xJVnyaMr|@Wto7f6k1IU=@H=gg<|kw>smXo6V&a3Vl!&^1R1jwax_)NT;Vgw?_`*f=MAAYHJG zkf$`X#U;F$s0=7QWffXk)UkjYwu=6pERb8N2Z0O(CNh1a+#_C)V7-sjqXM~#lK4z- zJileL-H+0>?D~MlL{N*F=8V z8N-^lfH{wa_OPW@;*=JX+M2$RWv~Xo&vKvT4d>oBTrsSA1a#JfJ*2_(U4N&G+u$a# zOF-13E~W}s>N0yeaMZpXNWWGt$nB4`W=-;UeWO&t0>J{M@U@^lVcDt-J@b4SZ_&vd z%(V+IWkgH99Wmc;xYI4`H(v~Wt<(V>1;QrPHPUy5@VOO?F!*29EAget;Z_n?s8L;H z@+PSV($}wQC9(3PKhbR2i9^;MqOZGN5~I3$3);CL;Ekk5XvphQS0sTZ%|Hl41}EU? zm3gO+ZKAsYK^3-%#ZZcj8!)>B<-l}FAn79>w3Y-e>Cdf0`Phr5s*O@*Q~w;yx%}m; zi7Xh^m>1BS9g3PK{V;_-J_7C(!R0yQa>D}3UrbCJ*+%Nb)rI^D$x0$_&_w>qE&Jtu zn#}suG>jW!YkUP27=OMkV$>(iXHVQmn7rzp1El9W4-2jt>&ZiN=k1OH{~sRZenxpT z0uZ)aR{qZWA`l_*H*+2ZhK00c(S#ri{i{Axevf#C>xWed>!=Z=4_saWBb8QhHtr8` zQW}yuT?Z+ULL)_OQNknKidMhI73ftGGz~i8CJqv`qm9PE1WW7rQ%$$*GDuq54Bo88pjkg`Ne;vgwwKIRBDPbXA zitX@5FZSY&5;X!dov}lFi5M z3W^rx#`%a(K;iI_#W~tdFd5UVxrHkyhd$Xu?_A3KYMi*y97^b++`Wu#mf~1tF^LdK z&GPK&KQ%2u`AsV*)BWms@w+D=aQWmxMwTJe4(i8gSHh~FCjk}+^oEVjz}#o0eJQvP z#6by{bUQ}c=b6%hIXV}&!{RceU$}Nk5W)#|E@L@M59dg)JkL{(b^XOVz6l5AiIb!O z>ST$mb1@O#)T}S%qOSH(7wO2uEkqzk^C=qYfAJX?;Em+&_ra77t{cjmP8^;k+2PWuh~D;klr`L`2OiMXwP!W92##h$BT$ zEw?c2KEp;|5{wxEE7~uD8Z@kYE%%35Ax29*FJ{ryhlU<$zC{uZWH$~s@;mO>Xk=T@ zZ!+0-c5O1x!dM|0!xX60IKTAEhx5Ps4Xn!|FwfvjBo;N*QH|NguU;gyg)3VZfAL2E zu1b?6+D_VI4MlM_@QX_dNHX`Tq^%th+X$@(-0UzPoKd-afG9jmGXjspb%={W5Uz0%>VDjx|ltE2VM zBCeQCfD5#iU`}mC3K}W^D?qWCD&5m0&OYjhBJMCkNlFc&a^;V*{`|dED?yiW50i~UIM50BK!qi6OVG$N=W+uiWjc;84-6m z{eVF*Mc^d+h0TDbxVcS2PjKiBQ(MlN{yF6GTH|sC)T-_#;cI-lsA&Vod4$ydfrMd{ zz6(Wms2doHQ%o7ub`;JYgkMTDH}AypFH>W zzCY65I*y-e<#KFDI$=vubDMGF)aU~$I>rh*z(51Gi-cZ!X)&EPuu2MO?ZZ*iKZyrr zk`}3bn%fV;DP1O%sqa5pEap6`@kFDk&4!6Wd8K?fS_Zh7Vp@6uS0K zU_WSEJKWCg6dczeIo3}7YXzivR%&7whUF)&K#xbDVd!wkIrbJEBM6keE!}CD!3CO~ zfKv(HZD5Tq)AmT21gLDbJUI|j{;<%-Z? zpy^*wRe%RtDIJD|#J4-4FYa4Dj*wJx5daq)GzZ9nMNfYcp_>b4uaKz&OwnTZD=Ogt#>1Ar*90P&-8ju$rTLsEFrpd+ zydQtRcQ-~^+VbJK0zZI!a#t0=DLIMDIiV?L!qjikB|9{`_=MmqVZIvt_SLSAy4Rcs zQR#sfdvA4833IX|B5s@nkJ*xXT9O<1&St)9kigaGmr91toK9qBw?cWxUJ~Z~2C5(B z>$X*5lk?Y-IHZ4;OGj2Uu=RWj1#LVhAI1`PmspH05UP8y^O%06@uSQa2GoR-9C6@; zwaD32DqL!zGEI$vmVj($_#N&9ouZ;NL6V>-bA9|3Fr%(f<)!V-VftltFF8r*bxF?J z*Px^j+iMr^0%~fd3h-s8cH5HN6Fi(uJ6#ms2evV=T^fF-%-fG+FGx2$gu^jdB03e-&6u~o-jI_pT&lH|BA%KK(n0V3% zC^{y7jB+S#<$YY=!&);daON@Yv~a!&g`v*wWkqT^eS5tX$>Uat&UC3IG~1145}_Min3ez@pyUx?_~)GExqc^Xo1XLapovn>Pon zwTB6F7xxgzeHS**JQ3sdv-AoIO8LfPA0Yw9V=)+lqnVt$lJk}8y{S(%(3=o(-Izf^eFbHK2!=_t8HRN|_*!7Yp>L$IohL3~SQXQ`BrX}>cERM*MDKXGIj zB$FP4IjI>31n4|9qc~K63KF& zGo?Wa8XRKHKssa6598D2t)r{}xs3pM2<8&o5_aQLWU6lX?MSC28A%yB}B}>Tm8mOwIf3Jhu?rbg(U{GEn zh1HX{@0LRQSm`cHhTgixp{yHb8Dd$|6>QO;wL8v8%@hr-Vapzq-o6sppKL_EzmpW- zvickEHasXy(tzPPI}lAsK$+i?!5j1a$*KOlgS2xmh}(UuqJyy+%5Z)!Msr0k30_Do zE-jHvP4)H;^jtA@T_Rw0!F-b96ph?P@_k5q@%x7@9#;te=Lk)DW=xq4je;ih*7IOe zOqj%GiosqKYqbvus8}n)zvqx3Xduv(umF;~?ZS1+o8YSTE#?q9C9$X z>-`@K=2@QFZ#I!;&+BBS=;?6tNSa6#;DQvxGeZAx$tb;T-tL$dO_gP4Oy_t69e)YI z3R*CpsK#X&9jzWOL&B1WFgS181?GO8v3rxWazNNGZIxl!dHsRGGOF1fVp9C-|!A1_#O!U)mg;_xa z0S%E*5U_(oc=pWx{3-%Lk>}9(@@xW2I2AZ-ha`|Ct#E9Kf~{Iqes$L-pavP^ z6Fu3}2bZ-bMQDun6=cw%V!R1yQxz%}UD=*l^sL@PcMzC5MdWyK29<`YcbdHk{w4;# z91_e=BIqanP}Ktk*}Un5eBIRbN|&$d%tAMbm}>3HShfmaOe%VUx=85b#q>#W*8M`w z;uIBtjfW|;rB}2T5>(RDNiAJski7N}hCd6On)C?D5%W~ItLgcI&?rJ>mxXaXQ(2K< zuACT*eQ@yHi`{*#I}enNaJ6LBSrzEvo|?1|xZ-Bz`f2uDeneSGaRVA{OnG4_ZW*=^ z>lyY=!Jg2=I<(4(EH`jjQ`fluv&WIPsdp1(?<`{&adMe}A?v zZS{c?k5ZV`OFWJUboMAjCCT5z zOmP&3=--b;p*d5H_vXl?uTI~|S{+W18HB`V*68FSGUm#dF60#0qN8mnw^#Nk=An$% zsHMQ7QQ=zJWo5B=5=$i^W{?m$hjn3ClH!)Dto?5Uub=hQ`NL0zqsFX(oxfFpFbHrkM*U3ulwV-Ml z9U-E($MgoI1h+e*hVy ze=s+?1P*U>xPM;T=sLee-eWI zLtuw`{%h2oO2V>S(z%}Rg!QmR5TAts+#n~eS0k5@Ju<+}G3vkZnMhr<`|A6>k; zx@x1;)g@5KejXPQ{);T-kFCsk<^+a)_)ho7qqquTk2%De@w_#{-!z*(qj{rzVKvRb zep#IzzD&FR?e?ZaYY37IZ}SYfcp`X^g5_k3v_m}!^d7A@pX?(@UMPnyp5;tAOXXmF zc*VK(g061GwR}$+M}ap)3aC@1kUBS;4}8TLTMF#_w`utDMb0sBcoqk2YQ<}w#h{TY zHYUN9tpe7s&I>Vc02Y+Roi`?oK)dFNnAAYD2eRN)>^=jOB%2`yfk8{z*#g+PR;*TVH*F%qmOgH6p|6Wp+Cs=cja<5$MR;ds+$<+=%NmK|2Z%D| zNs}jdm+KH3A@pe%snC6|)}LeTbKihpf4n-Mf9o{rlM=q~zCt2M_HYKedPJM_=roDJZ2lrX88mXM-Z#;9_cbc!i&6cg_7p%&%Kz}q*~gbL3$xI=jke7B~@Wb;!ud} zK{+@BTvY??rsavC{0|f~uzT@=Lb^bGRXlwVrcT>mDHgWLR zY~pOgj8%Z-%UiJNap#BV3$0h}u^cNa-`{uRtTj#ogYfN#Ue-Bj_<(J=If&*C+Dhk9 z({R)h9M@wdYO!BYL@{%v6A~K%$paPMWpU&!a7!3JslUwLb%4KLz6;EOZ(C_B;;5Fm z^l>_zV>V|C$;lxd=MtfTM7Boser6?!nyr9eTCmBCFoX8*slxs6Gc%BS+?q)yiU?z= zAt|yZG{>Q?Wz{dd-W2Cqluff=)G0MAyKN~UhL8RmH>}C+$5j7=SG2zh$2?L1JNO1n zq&xzOv>2_GYqTp7tC7tJi<<5CZrN(ZXGxV5zO6eZ&`}eFd{ko&z_!2{m+av;U1W`4 zaJ>14(BBu}q02=u&$J{ZObya5P}_oT{+zsK)e|1hNFqlG@LD2~T%rc9IMNG@Dx>+h zinlYj_JJnubZOL5T3{xpRTGjmV&N73OY;ZC)jNaNE-cVH6E}0r`Ta4%mrLLC;Q-|1 zu&}Xr_aYg-9%uFgv06OClK4{X!hp9RLNuG1>pgA4zo5E^?sI{bX}$xl>W`PMc5~yE zzmE}Q;!FO#xKUqgj*J8Y8o~YX`~{!Wv`ZjZqK*+s<;D4iW>(|epuLZXDLfKm(DRF z_WXLF@ zTp7}NnRZ3V=Qk>$pv!^V=r$~d%0ztY`$pLB;Ja`F-LFx8Qs*>Y3}Egha59+qGNGye z`FM!b<(RXddTH_$OrU+u50y*-|5g3o;l<#Ji-U7r+Zn?`p-S3%NkMNC)<`eb7X39# zuaTKr0Y$k$zSWAOKkU0MdM;g$?n+P?dHm=PCnIfrQ(?8Pv z!0vKEb9>s;iHFVClJ^Tk`+iQM$DxIvxuk*%Qu3#W~ z6t6m?_FjE!ST%VqDTr3NTsFk$=~qV+%@Id@GDCz9dkTq#j#zIU1@uDGtHmjyl;S6g zw=1YtqQ0V4VF_urfP0Ssll({`IhV9;HK7;;EIqJEJdJF0leg@~9pGmaiv|2)pAT{e2{tUn98L2Z{7OFu>>mg0Ee| zFaM6~?o5X^nPR2?I~Beq+wXBoZ=3zZN*++Y3hKWL1Mf3z?{n0=a#!zucN8SL8t{D- zb2v;mv(6Ci{a&b%y;(*6SjcwyZ5%}*+azj_$9ZPUy#2>=9U28 zQjn6TFu?WpM_&d8FvFm+CVrFB91i9vhVl0m|8?PU81{iMHUU0{+CB~CSc;6pc5OcinwS#vVeVRXW!?KIOnN$gVy zyO_2&_zSk=kz!z^+$%_I&Wo{Bt!3TOwKx+OiYrBlvq@mvlzBkWzW}wZQElI6_lKU$ z{b<{6oGw(w?++v}4)G|hZM}aZ5RdUlt`sJh#~D>`P7>eHiCJ~_kVBBXx%+YsDePVjH%rq~->Q&+KRc#pfDH?fs0zGO}?IF91&Rv%xv zf&;y_}5x)Z*zwJJ~Zk6vUm` zBgInMnPwk5ECUxCq-~W)Fm#TM>w5K*U!g zKOQA1jyi|6H&7Q?jDSzqxKFM@*vm!V&h>KZ!@mjPGx0#JHAPrbALXa1>3_12i%cl% zzfEB%s)a1u9SNjVEwYKUh4eIh{|LuajKVro(|#@yv^t04Cpwu?;5WqAr_V>b()tg) zisiEii&uEwU;ALz15h4%H|@dI12MRSqC1m>#)-1r!tS1bX z!Fiv-J0A{@Zvt{_cFz*O)8KPGFt5Eo5npOOr+?e=bnMXTAzJ;tbT;ZvH#tj!^3*AP zUO+HpU_GIu{b%z>?|7OoMT?N6NZ7s0D4S)B!-gN-T;jqTL#H+5!zaPHwF{Poc#a#i z5kydms_asy@6IElPYe0pp z<7d_+X}b~@VV<>hPu(JcI?Ejeo|TR<$RsvFc{ZN6w4Szr-v7n3oa1iP26KvbDihG! zvk&)mue@?o?c0u{XuDT?F_L1PrpZG@)i-PZOdag#OKx6Q1S>pjrv3Bd3hl^B`_dA0 zd727{jUHpvxkxj@A3o(Wl#7)M$pH#1EV8a-IQkInhASmTL@aRTo9E7`k69hX@zd)h z`M63|*5;V@2E=9)p(k&D&Vo;0{qSWhjS|~u3kZnpP7|(hC-^-LV(jqk5op#zoYPcj-N7~v_T z%;~X5Q>t9bvD=z4bqkbgS&Icy*8lCXfQ0o!(&ILNZp6Ko7>TjN3--XwlRi-KA0#e* zK>EtlyKWxSjvs7WIczcBSJ^}m{W&O82FAzP$ZXHi9kAFm4-0ca11E^MsBKAzNq^mV_1Glh;nKQ?BuBcFIj( z`l)!o8GaAuZGu$XnAI`)lxq^-LQxa>sK4YB7jtoEwnWZp8wW%}ZX*r33g5MYZ?!Af z+#7xJuvwhZv74XFo95w-L?<1jdQ-kF60&ba!{ig)8zgP=^QS-;4M{)|nS>PA7JGSD z!sK?`I*j0n8QdlwFv98X8KT_F7>W)F&TBh>D)Sz(C-cZo!pGB3IUdV;RvIGJ=MWe? zc~Mesyu8=l> zr+46!$d@)K9lML$6xJ05cmi+?O#@W*n4A;xT(mMjV$vqn!{(AI5}J()SJ)tYJnSHN zaZq6u%8BDPwceNtlt}9oCaR4c6_Ts%{JXmuxs0pDBmf$8jw*D1BXDXW_1W^kB79*$ji5nHVdFD?! z{%^UiO<+QsSu%xBs`OtEXrSy{wus#EObqmej+r+RQ}65?4xI>6Lc1kgfWl!Tj6Ykq zUm1HC=C~1|mlfjMvH0_T;YuPfcg^k<*z@((biDST-T7!L^S{oI903)=SY4ItPpyIP zXW!hBl7-Nm%K>2YeweTnP@NLYzi#n+tLr=8xgq^B9kDm^y_mgXHm5~46KXiPk<_{S zd^UJ)!Q!e4Vl&ih%Cid{n{F#6BZ0ziK3=;*cG|I;y$F4f11lwi#+P(J+4kO+%xbsc zv~7RT{L632=&8cc1~XV9X*JS$IiNe@_8T}$-)ZK*Nc1|blRY1@>fjXIA3;AKy)O3T z$Ttu$ea&N8t`E{kbzX&CSknvQ%zGLR>yQYv9}vzWGcBr;h0#gKK`9y1mFQX!6<3H{ zcF`290WX3nDyo(*=UiA~nFq%7P=Z$dtC2DxzIYB(C(u=^M=Xy##Z^VmQXxJnrn{qX zugcO*S7)NI0vm|}&p)fVJ0zy0GDw*Ol}g)%C?y1Utobfy2eTCgUj;Qxk5-#Vrh{3N zlX145MO9L9RS;oEc`TGxG4_mEGh$7!Jk3RB=&)FY3%dW^uJ>{d5u-Ej%x2R37!~AikyC#j==80$V)Au6lewT%NZX(V~@fl%9txS^0xlP>t z7IKle4f;B}!zteavJ>{2n$`TcYVP6~Hm|;>%q?&HxTnY3UFOgbkKe%BF{cq#e{)1g zP>HM74?I%{(?eq8kLRgsA=yUUi;#1<<{u%!4GvlGV10-c_0g8MCLgpJ#J-%DxnQ?I z_0Pruzyn5!sKoGk8-i2a9LOA{F9L)6zEDa{UtkS`Tq{EK;+G21*=@HfPuHCWN_uV0)BfB0mq!IK@^i(!3xd! z0jF}Vh29$KBEr9#v|1TXSb}!Zmri8;xo{CPrm@*8x#Eyb8=OemD~2iSk;^myk!q(2 zr8{ZBhT)R}V0x-5i(Fcw=NmIOLtz4ZqE?y=BmC>V52Qx2lu{KjsH#+F26FImi&L(M zmRU-yTRUbZOeHRCV`Z#f&FhuLFMXK5Q9r|i#CEFxLYH9N_)#SW2`J?T$7IsQdG|`B z@TbWiAf^;k7XBC80@3e40{#v@QNXHS`am4~Dy3?lTK3}Q{tE!STjMQ6+eY`bg;bnD zMtE@V`5cT4iluZ%hshq-nl`T(C2Yq{g*ClxBJ+smV?UL-@gl5L$BR(F=C5N-cZ>TY zwdmWQYhgU>&f(z}vUL3Gj&uC4Vvz{On=b)ae9wFP-(QaC3sn*ha>$3JjTkK4nK%pq zFuj^_pfCc6<1umSOlcJXqOPA1iuzdbA-=dKTqu(>5~Az|NdTT&@k_;xGP3&pJ&721cSJbp-cS497@q&MOes$~Gt zl^-+P&&VLVVYg{NS+^fuGOA`rbG{XE@0)VRA*MTss_NM&>sWI7bj3AN?(et_iTqjK z|2qhi{W^QP!Z#DRF#j0+_fIv$Xdi`SwVuD~v65~Pe)q7^y-9>mbr=TABhVahCls;2 z^`fUkFcRJDi&PHV?#HCyqZ9~p+;`dKhBeDYc7)e`>Q7~pITdZ!I6XltKS{ph_}azF z4{aH=n?r?Kr`0FN+wufa+~LNBQthytH2PO?Phb~YZ4|iblDN$GtOx|7hDcLWy$<|# zk2{jN>HO#-tK@3i1Vr18k5_13(few~AB5XY6CVC0uHzNHS7m6hC0JpoJRJKBW3*Yi z5LWWkS+0aQCsBo|ygQHNUjdLO6iDH=yf8DTxU=K&S^sWh$PtggH@MQkVlp7j^7O{% zLixK!zO$$VtfS`HmeX#%87Kb<|7Vc`JlqTV7#yfxnIARUIAi!Jv`S$hN~7$OO2>AW z{*Xg5SH${g66{>Y6-jEvYy>V(gfsBBy+6G-kG!!=|4oY#mfDR-1aCmIJGdPsDUTS8 zZq^-zYch8vk2!Oa)28wmac!p8#gWjFhtc7J-{}3LMun1Pl&BM_yadG+!h!l^^hj0fo290@XE_=Jp#xW`@y={8z?v3hY<26J>q(WAVtz1CQ5?kGzG- zBl`4&--EpF$Mkmt;KwTTY_C`E3b2G*@z}gHDa+^2-A{2#4lAX7XI>tJ!putCK(n5S zc7S_vEfJwD;(Ed0h2>81H{N#na=D!1Ug?ylVd{C(VO8N+YG-$tuZ;gFp^n8`eqdz( z3mdnj<+ofV=*i?{8a`8lxMiZmSAQuflj{y5R#jae?fD?l{Vvs49@5j@joemt>MM~1!$|q&j9;JyChkp}CVzCd~dd_5=2|KypZL`OG#KO`dVGj#sn4 z#BI!&yd~J@ZJc80s0~ecQQsr)?1B}y{MaiyiW0Chl9s)wK{tFD7`qLjCQ#jU5jO1z z2KgK^z%_BYJl-VKiL56?@tb4)Z6>OWt&7x>Oq!WW+&oL*egZ~%`p1*4nqIc-3h-2o zHcYx7B4V=>f~%KE5VCLM<-+@l!;YdB5-J&qb^P?mp01z?Q_fE&^9_4nm2l-Gl~9IZ zV*N#2Cr^j!v=X*b0n&mrEJ{N~FZWkI(V<>>o#yB3J253DWRU+H(o7~gl3tF4wr!ej zZJ1$?;w@2|M>ygElhZJo%^owJ7;Lwct)Wg z$c zIUVbi?I`P>2sWU43`+jWV*^f*iN^Gs7M5@xVp8rUDOIGfd!0nNTpqE-Aqb59cX92j z2>p?FS+-|)&^aR9#kEY-vx)mN^ILSpG-0uc;R4N_=6o%g40=0fkGro2t?DVUnmfET zK#Y#!sGnwF4z!yL`x)iXGI7o6ChK(J+3e(^1;@D8Wt} z&XDYjBKAN%@@;2&R6Jj?=BOQ4PnXNbef;_==5;WRb38k6)I922ylvW1$|(jR6J-Pr zec}Xmp;h{P{#=O-R8nYas0FnNrK1Yv_bGYW@F5EnT1Um>eMoD&*K)mayx;roM{i8< z)s1Bh4I_!c(I{RVTiq_jfow^Qgb%q*(N_jju=Dq+f(rqXvo@(c5dvlVJQmC7wUg9P z<60x&o+_eCy(Q&u{GSZUr38o59C2cL_BpnegGtGZ!_hH%HsomXQ;I%TyKVzfeaji{ z7oWPTBNp?hd+%bMaVm^R3i=KBLS+YP1`iL2LRS&CcxJ|uEj=;gYAk)N8f)m}N?bA) z%YsLB0}jlKJ-&KXwzKLP{QEt@W6rhkY_2MefpO%LD&*ba{o+?~EL4%t>@3_`m$xW4^1Z(;`u+BYaw)~yO9vtjRCEV}efQPQ4! ziH#U{Ls0jbwI}F1bsFh*`chtKQE59pLZ49I_`?J&whFTuI~E1c=+3bQ);C*oPc0Dw4@N3Vz?h09bBI)zR5H7tO9;v9AKB z->}l%B&XjT;J;SYo(5c82F>_wi8o@J?ug0TTCCBzX$G8N_RO27IRCR{J#UcMdSl`6 zT6OW`8_fejtzZDnaq7;Ed2$XTlvfFm%L^H@|8hE*r>`fFT9ly5(taJ`bhmstB$~ny zTTDN)z)uRJick+a&Fza0`{YSl$3@oDz^vBK&XxKpn1hi(Vn4n_3xlCan7zNypkGKT5rVlI{>4tA1J4blpG0@;Z%GggKm3m9E}&b(k_(9C=phQ*TqP zd6ZIzn++Ch<3XmzlvJ~TQWd3+t!f_wOq))iHkHEH6HtCIzwW20K2j!;+(>DfTD0+; zKGgSXq1}0$G2XcYVs-w{bIv6$P}?uS>E_bwBWmvXi+GnUaoFJ7JOU|~$ zXlsb)pa@kn5oDa^K+MU}pvI-};xALN5}tMsQ*>+8B`O<2LX{3X{5Hp%Ktm;ED&xEr zq5hh67LfUB11kLo4OzP%sT^dXqnYlz`2){VT^dv$!Y(U+@c0}on##N`@>*{_^N#U6 zpFK4%9Nmn*9wRn8_xwe$_qrp|N<+QxLhv%U(N2E7U@e+#^3c5@ym(U!_IZ&1%MqcT zvaCLmcG|ohLg6-T_NpS`6J|8>P`;P-%WagB3u>V-AWoRg7)ZxjgYTmkG+$CWqAG(X zY=n^(cI6igx)A2 z{+2spw3OuipP)f*(h{&3fcM({Fr$!Oo0nhBgE2oEYjk)CQIT>YL9LD+fEyp2ul8fE zR&(iU6q&AiBD$rlS;H6LcuM(B!BVB)mnrMZd;Tt=vbowK^IT%4qtoj;{IeyU>|(om z!_Bu3I0~VYiF|2*NSygZ@9*h3t8F=*C4*M;&x;F5kmF~OB6bj!jpo9~;U8|^ zyStLwKd!MNU!URbyJm`JYz-T^M*YtwQNyIDq*lLW;|OPS7&DNJjXOOoh%I@&1tcLD z?8+xa0hDW_x6(y5PX|AP72{4rqf{->bvMT#b+`hzl^45LQ87xod z<~tPZGW%V)vet~L!~-T%0iTayNb-?Tk8MITZxhN;vN7C@NDTFT`co7QL&IUNm8+UN z9Au~AkWu?)#Q&sgJJ+Dj>7<{zObcj@?0fs?A60 z_6vjXY_(g|2^Cw(P#>y+aadBiD*W9)wqq8zOdJ9*Zdl=TA|@K>3>JhwP}`zY$=thm z!6Sm(39a^#Bs_=OP7xF1#}uC2%?v0Z^jQ_s(OMZ#i$jki4+=ExdKl?WD=(w`@n{BhS-oZK87wz;;kwvQ)XLWAmPAEZ8H z$Twvu?sZr824Qu%9s%UvIh>R?(A+J|ZD-e*KH7K3zXL>$7hG+0d-@nU3M`2e zSX<;)mE5%MS_z##V3OoCI9!u~5`g3L0F4y#kD#G(OYW3zJ5J%(XZ}g=bB&8F7tA!h zU%!tdzA0$C{(}Ax47vpb*Xzy3{C2>q*-M8FQb|-C-3fu+$BCa0En1*)*o|GgQ2nVJ zyysV##xIw{0xF@lbbkR3u@K4$W&}ulbP8R;OFmun)5ZL11e+z)PYIf-Hm5m}ayEf2q4)?V?UD`W*G>ziJ_PJ@8Tzb1+nH_Et2(>|$Y1Bo_`=Kz>k~|~Sy6rqF?!{&1caapw-UF(LybX3?YumQIMsB0~ z{WeFXhiHoSI$9_l>m09kbe;TQHe*3uv)7_1Amu zOWPBpaxPUjwsmonA(&;{3lY>~1|_7G>*;)W3^_Pl{-sWNZ1axLCKfe*GyeAkc9ZhJ zlrTekBCf`^`&^wVe#$f$xgAs!M@iZ%h-_7m&&o;<>josbkK}2Aj#CTSdHF`+r5ivsjI=qP>o;#}=(z2IAK(x-KXf=xE@ zp3#JrMIg2+M6L1d*1mXd9J!ZfxQ%ch=ul1Xv<;c=-C6toFB-;rYE-1x7V~|}FL@ry z(wFKT5AN@=THS$7Yp;iN)dik#w?YNe(K!o+$K6Zjx0T@W!1%Q0qOcfbw^v_b1yJmV zPUP((W~Bs4Sp-QUwBUn!s$P2D3f1z%Z@`%ST_~s_);IDWM9Q%RYf~0sgS)Y^6Jka3 z_Rz4x?~d7tC1i{zvjb1#wr+ab^%<_nhaYhy?^0(x6GpCEFZab@XyvLjA#zkyWj6$; zvI5vd!Bts;qP4s=#&!ipP06YWB-`-gcn@R^xwD?jPn?`h;u!~W2!ZcBLey!+0H^KgQnZ3HtLAJSiOD<|_xF0WAOErgaKCd@Y zUE=-8!z&zDMmQT5hEoF7b(=t*^kGSO_ZnpL4g``Vmpd;cW!nk&Ij=-b*M!#M$cjd# zt{7B4h?(q+jwv({>xXvecetc*N;#Y$Q-2o6rWguT*9_ymXz9V82jyT)W<3*P9bHOU zt~q?Qa;%@%ISkO#NK6Dgg`cWIq9x=f&gFZ6Cgms@MzAC?;F+u{`%x6?P#r9#1R^t1O@gAKV3+fLU45Z4>z7FL7%eL7p&Jc+aj_?q$oaLUJlUNDz<_qD23+^ldg7v~QSvpjb)$FXiLB-V{Fb%iu3_4TpsD)@ z6a4i8N5+7EOlBA<%?#1^(+^Y;BhHjT5x;&pXgmK?87b2(8?OT8HuuM}{+c?|Mk=QN zJdsr%fA+FD!n-leSE+F8&wJb{lwfa3dEZZ;T@Xg{Yn?lL{g4Z-S_t-VmVXoY1xK0r z9W_#qSk$%M<%FW_lu3BYBbq!@B}Cnot0SO^8oGYK7rP zm!d$>TS3XsqU2djkE@zvwrrMk1_c#D9Dg;aY9{|PkCrE9jlO|Z&fm$nlo(P>wkN_^ z?9+tRJSeip3j${GNh;HGri3+l7^y5`w6J1-4-W*+(G(092+bsYc!NfZYfvXs>FpT( zk6O&i7Q!VE45*ku1&e0%pMNbj+$bkf)iT=lzdKT0%^#;a{Srg`zLbdiD8yk)nd{3D zz@=H(*+Eo1FV>*9mjxXwj}KDY0>(fbssgmr=iGI;KBLkBgtNa=K8u1Z|2PJx*Zu1Y zIEplTTtwAZ!_2hGW${Pq;q!afC-e!}X|v;4v%dYdp7#<*o7wQ=A`i9up-ax=Ca?M5 zqM&sPwIANc{n3-R>A?ATM{i*pFz;pcyVpC3ynczpZjqet0U-VP*N+if(`3Iw>DON( z&wr(0YGpw06f)buFyZxr+WE*&Q5T3*-~91#v~2PHg8R;NB+9o6n|dYO{t`iQy6%4_ zE_nov30)FExe5|AUYctotdhTP-2Abm?7zlV8Jzb2P4+B z4WXCKYKM~|<+2xLwDQWZ7;8*;F2VFuYRR(kEJATzwr4QH@y5*(SFu*3n{ZlY>^ib9 zLL1ql1#(-~ZJHn`euJ?Tb+u^o_Tt+MopaC-NtqnAFAOEDghiP`zHZ&EfRMlky_hS4 z71K9DXz;aD#KjBs6}xmaVdhL#rI0U7V!Q`N3F@jxFoK;Nlfd`k|t+#t*}A{vjEq|Z62HvT`Hql zHRVm_;~^@z{yN|Hci}42iJ#@mZ~y3BzVCg9#o=UdnXxgRTCBNO0GpAxcdbjvu0GL+ zb*giU(x2rxTP9pDu12!hHbj{f8H=+*KV{53xl{y8l4#ooplhu?7;5S)w+}@f`3`>; zQJet(&WVj0rOjCbT<|8CW{hwIiO+{{{Fw5?PAXrnFB)M0s1IbZigVklY&Ds}+^QnZ z0r#Gk^HqnFBbs0)R1c(NC$VQ{*z^@ghj|eV+pZrJspKU6)W_ZXPCc-#iy|*Zb2t!P zmWR2uZOLZtL3ka;fyU`y;coifCegQq0y9{^7S{Q&r7%_|TVih&TbVtVQxNFZWk`ZF zLsY7dw;pBL`I9h#C>jducP6%k`i8?a>7Tqdv+p6}dz$kMC1}{ z?RG|R%Y`5G_v&!PL~pO?KUTY9#~~G6{zP~|Q;g^@M!#1$Rd3hXqws>=7U%Um39`Ec zXu_bUZ3b#|$-R$$)+m_rj*h2=pK18t!ql=Ov#?OYf=copM;@IrNQqWv)$n8pb?f_S zVKcv25XHv?IhGOLImGYC<{R*P!QI+9A*2YJDK=i^#d-l%^fAOOB(9|#%f>)bJ_6Q( z+>N=VGr0QWMNQPQ@3nAu5*U=QqTUq}uB~Ae3W818I6NfJjROH^r~`X^xW{@$O%0dM zu%p&q$MZC$KDJ=5zC;ZX8!;-MiQ5%)RyrAyf2DV8%mk@9Pkp{(>Y|-7PcFhiOaXx@ zGHqm-YIxcWZ8+mWjt5k2D?`)^g`dLTy}Z{8K;H6mTG$jE(5-YVgo1p;nyQRLh>9!g zoB}4)<`(V=lhV9m`>|F3k*ZP^O8P#+xbMw1FYGkO@+2-^&}mjSe^%iu5EkGD5|0nl9z_r3{FaKu>z^FiEn9NM%^XkT?}wHnk(8 z31p}X08?B#!$vCwca4${t`rBEO6Q)6Q96y0R7??E3Gem|QS`pUqS&L$&cd$UBt&%# z&XwY*^Mr#xE4U)X2~a5#0Svwjkzvl}r$84I6YV_PvMyxv$tmAO0(4$=S%? z4p*e|W|`wJc9K(ZKUL7PeMJx}*kS;HQ`H=77bWA&{ zLb>2U5MxIuc|Ek#+DXT8fmCW|PWE-IL`z;Q$;}Id7u97>{i#lbqmh$SH*a(?%MD*t zm#86LvXg7$ulKO>!6?%?MfuS3tXqUk8cFWW?;k$pN3bTWV9^mE zJAi(L?@Q}nkjL5U9B*?@?z9AxRZzlor5oc}_OY7dO$C=8lVrUp#K29mb5z4Pm&vyLcfW`F~#DN1ayc22uo4>JVuj=mIc|A7R)L4U%9F8GS%-q4Q&PFTF?-P?1G?}_gx_>e zX*zh`O#wZvuC_ehL0QFM+sVK-^|7VbjxhtA*VdoM0V5`AW=^u7inhP(0$L62YEwVmW3gY2x(-E=N*3S zhI5cCAtP!Ves7G$;MXt4u7JXAHvR(ojDxvJB;ZKT`87feQ2GK|m^xI^rKa3=HlHOg zpW>{oAk#4vBSYN|3+Zb7 zyyl@O)2lap zaat_NvXU9NLJ(CH`mhsxASH&+sxV%2aJzHz&{sg zk|y+8dS8A!a0|E!<30OQegRtnd z(`fc;G&!^>BwLYyfC*wl-F^y{#xEdHWsKmO3&oE3E3Yx}+{j^y(#7GKS7kovS0sOv z;KuxF^W{6*%ijzJSBJCUub=9)D84OxDy*T6IMRX<#^63YYAY&bIGffsA+{5&enW!% z7j?%I1_HbI$WuHs=S~yyNnk1ZyGR!DzaIYwhMTndCkMD`rmn{0S7x!L#o=xnr7!mo ziV;!#G)1Pw;(9-tsQxS7?aEjB@@?K$sMLql=Yji59BQRT+P0p+zBsIcm1-?OOdxs< zf&FK6uoFxe35Am)phja}`XWioHmbfUv>BaT1FypQ!UYScG=%dy+Z5yU?kCY-8f&i-mR_2 zugfShN2dg43TShaVizNDDf#5T&oI={xiS4GSLuDOP%F=o|0e}}*S#wl+&<>&_ zrL&M&-@GRX-}y+BR- zCM7o5DmQpon9bkP$&f!p;Dk$^VgZ=&n1tB%CUQuS%XzcA+H;6N$PT!57H7^N@muB(U)#-0wV z|6YC^vU*ER-&qXI`>hm}>mTyZ<1w+yUiK%4pScYOpLSgD(GA-LN>&#&^_rf=^9p`o zNa*v)Sv5$UEdnO&dYG=gQkm%xQvmQ)^0Uq1Yq{$j1G6-Sj9!Ta^j#DAGGy)+UgxRi4T-IrS=9yrY9b0Y{Da%NY3 z;NCEHt2f+MTM%UZRFELovp{`hZp)W=hkrTx*#dHrMJEl*VGad(Jz~fhR)%@BDTn?0 zV`){_uDi?vvS_sv8CikXGW`7c_L6?Z-$v9{i?{!dNyC1k>4 zQVV9rCS7_x7a`5m{}4k^iweWJyX){~R(PD=V+$iK=fm z`Ew@Duv_w**rn1A{Kq>uiz)8_$zuf{vS*CK$*QZGpL$MbO5CNYAbd37C=!ILOszvf zMRWcSgA?QCAJ0rSvU;NwbM_H=viS7rtEUW5R1I|fAdiuL?}&vf#!$5M`*`)l`98^- z_hTLBb>-48ZZdGUzevw&4D*wgYsyhYk(X-fp8g0(u>`7x7J>4Q$e2Sc!)6rc^oGO(&Lj+3=ERr@sh0j6GOMiO3<+^N&G_;|U=P0D?N?QCZ$1mh}leeE?7l zEj-RIHwMlK2)B`Y-Dxe|nan0@9DP&GJS$B`mZ%l!u3~9guga-`#Pi2|LRiP$XEPjtlKGZV$ao z756|A6oNd8UWvMWZfs^WQ|F7-6EUPDsBNN1+SWcT_Y8Xag$_{Ev&lHoAkwoY*DbP? zdqheK7ZnN#my#Cbh#D@C-@}aTBaRwhDq!4=G*_V=^>P@M&$XINp@-mmT0sZl-|P(F zlq=Ke&0BvHo)y)1!29Kl0U5+mt!m)8mIFhju5M(44vlfFfcKL|=j=vrZJTUMf9?+8 zF?rd9B%CF9CVTioQ(Zc^xREQl+jhayPUW`X_7fD~uxQd~Xd2XB{gKx4`qGvY>yzYIKNx5B~@o5Ltr{<#|1`y#lt zBIhQB{1rzsL>!^e(HN?s=p&1Nv5nfmI@)O?`vb3V1j*UD9?))kmMmsb@@43_&7QEh zYWTte>rEp(VY4L@5=56BSI+&TlId#6{*_GVs^9cg>gv0lt`E`OXa9eI_O1Uy!+xx- z36Go`d`nSPBq;O%8||n_9O)AD!uI%&QGF?3R13il;{mB$CPeCC4wOFKvZNb7aD9jg z9R8gO-bUUy^NWa?o4$SRr{t!h2W}0X4YFbPW@6rpp+xNnBw|I2BJE zxhL-q;rL3&ZYmF0Ar5{G&I$qXv#b0|)jdoQu#X?blyL+FoPbg3d=GpOU{&$lIiFY5 zqtJY_j~WUNMI9JPC{7> zuhDRix|^e#bMb!7v!-8Lz-=Rf14%VhG1HEf^okJh09()N!Mt3b#pcfDT!dkAG3m#K zB_}dX=AJU4G6C327G{c^lg{~?O8TFZ_T#JIS>OzW!&ATU4@K@Qhf4PsbPL*xx@^i* zTE$wm2YriC{Fu;u+Vip#HCIKbjPn|rX@nboB9z#YDu{2P`x+c;Y{g1sJ8J&5H)i<= zh^<^oQRWI9%I~O(abvaNKTl^d;SVdBw_ui=>A0mPq`RH{mW!4N%9S;(D8dpVgCudK!lbk>H0sGfW*9R%m%sIRjtaX=zJC*SK|-j-JU~W!mUk}<2GT^g%jW()=yXQN@Drus z>%LEeCYlI;m|f$)MP@D)h4K_i$gegT&({Tx;R(t>jxYs6TXplgAlU&6R)t(55T_A$ zHur#b zzwYmL-&+L*$QJi47qSO&ko+6KK}{M!O)`y7L-s6TuD5U#pnh;~`MAR2?KQvCyZk|} zzTFqo4Zc^4+#3J(C!DM^LJ0@`uLPG5QD4Q|(MxI7b*k;))4lbFzlUOGmi2uuvDR}X zp_gw%2F=z(iC-aFd#OycRY$7CW43d~&EaKXLhSdq@Rw43b(%XR7#`ZkjqXSO-lemj z*5Mio#+oz{$&-#Zg&%$J!XGqt!dL0vUoJ1rt=u;wm(P~=+&n^4rM9tC`M-i}RASd{ zYcE{`&XqMebo2TQavAj*Q^Lv=*UpWUKlyQ&x2X5&M{@IW+HyIITvm?ed5M@OPu8ZTo_KAPv zvwMDRZ@t#TQ?7PbD&^(hnbu0q^Sxj*i4XOd2ePwpZjY3;L)g8qcp(m_;AMTkd%vq3}n9SY1aV?ik8?0!B z(^n*1xk9uj3rvHOj&Ngzd17|j!hV#zV0ckk_`Q+<015DMXKI zQYMt9!PsZKZ+biOF@C(7R{f1xa0#ss_kTou?pwVJ&aR8+j#eXT?u_<7ob#m4S4gtR z?l`i>zm&_@Z_r6_ScgN$A2R9x)KFMp7%_~lGho8lC*H`O@DyHeUs44m9C}Oz(q29k zwl8uG^*eWDy6*BhM+8}q{9f?wAFs*kUwDKkWa6yx^@u35(~W!2Dfyt{WYXLH&Y46a zW6x{dn~*X5Ysca{j-%Xf&S#lIC&5QHoL@`7=pt<8WvcFx;+MC-2! zOXwpF7K($swi80{o+CVu!;j@Ze>`w(`aZv{^K}LU;htSiVE8$ww~{^VZl;SFz>Rh9 zlPR?2pr)&q&AUtFzvBzcqI% z>n-m*sWnqt9?lJno|d*iRuHm`%L+|CHg`Fotv3Br#W?es>ql0nlGA1Z~E3Dk6pe=!J#W*iWTaKESwH(I!O0SX64uwdhsejGY`|ot?c5> zHG%}5zDoQIDyGj)rEM%mP2;Uw7wI<&m4()`&l5x||Et8;8FEYNUDk0+;bdieZl ze)jXLN9gnsbK44aTX&>|>vSPfS|zHd2m84M?Y`J07Tir3rlkm65dP+I#)|i`$Sy^V$)K z*Oj7nn4pFTPWaI~X;5_yt(mfq9>P=~=rvj}yhgJ7bu)#B#_x2XaVh8+RqqTg=X zWKK)I!1YLV)1vTDU=1S|WpdcFXQ$<--gI}WJY|UdrMK!OXz-UT3P!{Z%ERticCgM1 zg8*Xx^?ws4ZuZwMG6gz3-87^NTzlQ0_)ZmG%XO4;QV-I_wfVRe$tUDi+q1J~7A1b7 z1xPNWuZo_#kxm$O>XG@l6*{9Wko?gArczrxBRbvreL;59rRkI1ItPF^;|%qkBRREI zbetL809>35D!$AoTbdC4w(~(_@_kiUeQ?F-;*>G!F8bJ{HE4VI{(M==(YRUI@!e>N zOHbDa3{Cp+_^gYdiLKlH6YBlpreg<$maw^&J5wzpVgq&7MET-@XufDR)Fs3(Bl@m* zU-ww|HXL(E@E)-9V!)4QuZan#|?>|rko9!R+mjs10jXQi2*i%i9 z=6sbHVCwo;TyPP7-Bs(n@^Vgb;B}Y4**6GDsFU6ZJbzDO>`*6lMbFXZ+e&gW~s~wQLCm zyw47bL}JtlkV$6V(W10=Qk?ISyf@xYQ;7jzgh0k@$n~8{d*M2Ezs-_49?H7+C=w!3 z+h8cf}yqz1So)RwxOIV@V@U)zqwkYuz1CB%~Tp7B)o zBW)J0m%?ODVm@7K0Mcxa(&&wz2{PouvFjZiqnr5iO9vX_veNfUc5^>t5J$9<{r~d- z2?Aw}n<7p${!707!Nt!kSQx|N%=z7Y!Y}89Ro^|dw~aO9_h9K0#1zxJL_Nq4@D#fh zI->Ljb#CRh!0q{=#%_J@2km+E#e95W$(0jtOeA*{ah80o)B^RSw{h3M?U24g>%ES# z*aO=fHoUr`mvQ^h(!=BmHM!`CBQer&9}SVMxq;TEM8%|oPBdYH0o|Q1ndtt5zZ9q5 z0@}Mh;U;)q`X6LCyZ}+(#$y0krF5y$7<)}Wd*u~K z3Pg74JN>=J4-|H}%8MUWi8zTzKd(55Xf_B{g0im-VO}xG#x99fw5U;dK6MPTr&Uw` zEfzFJ=;sWf39M|M&wlpX)DTLTaLJk?;C@Wgcv{13VR$Hql0iDUn_G-O*y7@gR>)}H z^&)zY!>=7erA7bJ=FBi@y;ZXmO?{7af-xfSa6Ix|E>22Sa?At zm6li=B!kZ`q}G`~HnuuaW|?$uy@i7|#%HxqGO>f?9CnD@iT@LBspb3EFwc#kQuoFy z`9*&`rjX^za&b;|>hqvZQs^nIap%2=QQ9CwPU1|2?04~c1Utejus^`|#6;R`6G}m1 z!}5d%2x_^ZM;xeHE(ZP|o#&P0Fl3Y7xJ%XBER$456uan?IJIU-T6zSk52<50Muwc0 zWt-IeDk2_2xeUQbL|mWvRC_VC6L3>7&k;;IZPlO%Nh-oQq8A<$XJ{I!>&^+ZOY72L zf~zr-+W0QN4@w&|pfvSYx#G^Q_1+;W@}N&dAOEm-|Kli+w8e>D(G&F;KdoFG>b-71ms4hUIYb;eI!E1Be6`@sG#?rq%%Iw)KLiGo>7#?Q zJ!xosnS(5XCVm85X+utJ7nhXZG-$C=(wyO>>86u|)vbQuSSb?7Dv1;R;~7`XKBgIT;Xi%seS^63)SV9qVhv5EuC9M3;XD0jADhT`s+|A zGcuyrKZXE)w^nAXZVVZDqT+VxiZ+AAIx!9sKJ0!@FKew24PWOr)OYLXez%w$q9-$5 zX+=NsJo4bG-@6q&xbE@cUuzQecB#AL9rihyy0hAh=KtH#G+2`z}C0>xqSI$A8L zf&-K)Y6TCBXK;`se?O*em)qgWtFWNE(iyPyL5^@Eeuq)!I3Cyeunj_nnlvHnKMZ=+ zTCaS7&)?kjtqYb^|0+21pKl!8=y||F{OQh-Iw-!3pDy_eQ9d zb`}|$=C5_ktwS)KXp9i#$h34|oFE`=j%1au1ogM28fAa6chO`6!UAAq0~d1Te+cJT zAqkiMOgpKlqKA5gm~9qgX~Br5JzjZddCL!&v_TiH{4<|M(N={IuQ^*kP*}5CWL>UI zjXq~+6&Qc*g#5M2lEn#e0efuMS!$Ba54D#gN_O=jjIQrByZRlmy7j|%0Ll67ut~fR*PlzoLdoA%Hqrd;?39w*d@gE= zRZ{qtp{hN=x1Ut7O}PZ(CFKvj|(Q7Megmm~7XLkk6u zg+`y&ig@VhSoxPDb77dt3Gho&SbjW4?2n}MmN$mI*IOFFYJqUm3HOiml3IFoQOo>& zLg&aYDW=;8Mn|E6%sfB5k#KyioRUL zZ@38`qy+h}V{3%8Sk2%vivJOb=z3Y5PiEBdAx$_$E}C561xZ*2M|E%pE?{;XqX`dJ zeXY)G8||~R{C{;_cQjnx*G?h{g6JfOUL(w_mtYV=q9uqZL4@dK^wE1nj}RrqMCTR5 zMD!YMh%!+}?+ivCeFoq4mfu&_`u1A0*8FkrJ?HGZ_qq4(^E}Vl;N{n0Z&RpL4TTt0 z?1of8qP3zix2gWL8+`bnm0oLCWheJmJ@2!s0ypExUr(ivB7=gNoEJK{6J@kKbUzxK zDw6S+k|a))JmLMUAL&08{&he|D_r~GxbtZYb?KB^$bR4=@&V33YKRIA2b?z9RCi1vw?{q%3{%D{~C2(5w zp+I3n*L;Qc3tf9XbItSa3pwa$BBI+om_+9Nhex8RO9d{kP+g1olLakvwbWl^#r~Uu zx!!grA5dxFVJ2!=YW$y)nsmA(Vgp?-AIo-sly>*raGUg)erd1r%jtZ38cttYVt&rF62H^R44bh_*Uuh4*T~ae_x$_5{mIwftB}hI0|@m|$B|5& z&*V1z?i`yhSU_!) zj7S~McH(T<<>PE;jUCwdNH?l@F2Z;O7asJZp9r1Gqy{RVokj+Kk?zKd&@JMZ9m*sh~)K? zYh2^@uUwVq>t#1Rj-(9uxVQI*sgAFHs?ysiEw}0j(;sW~8tndKzFUmDIaGZT39--5 zIadk=O$h~JcYWMqbqMpA=Y0jP1Y;+$0e+ZBynb#(kwhF9wClNio{_9V1cZfaH7hz} z7Rgmq9wuQbE(>eQnf_DcW7=cRO}zzeZ9jWZ9<}(7=FqI#WkbJnw+{8fHK?ZnNl9H>jjxs#9%B{&g>&bJs?&>`Yjy?w9!0_k=qgw{cUw4w zZAko7yt#2*0jQ)WjDoxIftwFK9weaUnmz~NQ#BY;az9IcC#tKapwV8>P@H5s84>Pp zfIfUUJFVsVNy~?a`v|X+6$?O74fnKujv2-qm?hOYempL|5zQx{ubwnj*0u4hzzF+r z4ppncIEBX1GgIk`r(xN*N zU9-Gm1#5vR1?`qS&3$I1q)&^Q%ryYt0{4I)1a66mg}yLKG0&8C`_|qJ6RRzGb^B(uikFEK0&9(Bnx_Ls0NA&y#gx_9USWSd zF7r4@ko!>I(Boy&Ijn|+;^3;DtVMvN&PAh8m3S(!1RS`%QU>Y%lrUGI81a+Rfmiss z)r@#2m_9W}sGL>35rUT`Z*Tqhw#4`3P{@04_b6~Qwkk7W%g+3+(vdMOb=;l1JOW=0 zm0p&RpdYER=nF@wbN3#je2GBxKezkt$P_LRVvkegw&`Isv=Dq3jngwX*y%` z_0h`8%M269rJbNKp)uDZ{pq} z!N8ux+>-u&QCb)*J||yM{Gp-PTQQ$oT)TOT&s8{`bH2vlVN3$+Cj~Ns43G2ltV8wg zEBX0IdDX@NRrVvkwS8VqeF+-LQ@$dL_?t8^zUf zrNT!>0in&^x*UK-^o--fJ;mT>bHns;&QEH-2{hLB)Av*loenae3||C@ah&O2%n1bH z5>yVMKlZK_78HYMJmj~;0t!?#6vLuzeYeAgx0w89Kjevx&4&jS4Y6p7x;AO?Z6^f| zW-%6^Rmc=Zl$h7-)?-@iKl5w2C!(S+>_txN?s)0_#(n4sagaNoi)GtA(P?_8eUo8& z;I*$QIX2qJ_d@@ z*Gn_m6|z^kwLBy$3j6jaNDxl|6itrs{ehVjUWsd!Jil2X2%CEh(`zEGSz70=arjC1 z-u}GR=01y4&7V&&u{*2q4v*>W-`;)vq=kJYbya))!{Xmv&@r|@Q7~dQ{}2D0CWmRu zl?y~mN>1&ls_=)G=cV5fPcR&|$qQZ4YkSQrpM9Xb2q+PwbqW?%2f|id9LWY8a|^6v z8LY*l0Z?mNrr6L&8tR#5{8KZa_!ObskK~^z-z&2nl4SZ)<8*S=wH zv?@0SD_`R2-s?s|P0GySi*7@8UNZPJiHzWP)m{h?99jGtUS}RWp44=+$6K$qytqOnM_e>a_~q9!=71uOCnOb}RxCdXD)=9* z?mq9r^rqhA=vByY@{qNFYjr7Up*U$=bJOemsV5LrO*eHol0~TvEY8h%xWsQRPMy8r zvON6t+eN+&-ZXnsW^U^TS_+V4pUYnFpYx;i#~5qG%G!s|%FH0?2ml08gq_xh6(hK0#V?UlsZFv2c#ld77+GJi96 z1pInSJT8UZRPiU~{Cqnqj%>j)beP1jQS0f;k+hR%k?m{lV`3Zy;BUvfHW&17A6b{g znW6y!fT=uoM1}eVr47I7Sk87}LdEQk^vlMB+hWFIw4%5T%-0zk%k7w*ZCC(>GtD5^ zt@%@cfH7RXbhr6?3?8T_n z?w3+t+v#^`Le5dj_XqSX+6tsS9M2Z{$`7hu3nrOtZO8Yws&+6)Utw zSdy`VPwM3Ad>CI8b7vR^m0DJd4q zigVYEmVj%A~-%h2zZKjC6_kzJ@v3cqb-ndkTWy%ddkXiyu03yYy+O zNi#h5mokef`#M+i+WhSYs!yy@VPv-jg0)pzzJJJPavBh3&EeoQv*F)%-B;s0#5tt5jLGIIhAX_%B1@EN9Bj! z8^#{yi04cw(ya{bAISRde=Wv2RcUgMxKf1$)R>AabshUx(DHJ^#dC~_Cjl4^ch#A` zdzQhaILuEQhZaQpb1qT|QPI60F3#zi@8tas<**Kuo06M{dO59?#+ydwj1Ui;@>cEW zXB)CTkc>?qVB-bAYE`cymE2Pj=s~@(&l>5m#aE6 z*alftd=DCu7fOp}bBP9ri z^sz=HKh2MTxxB1aaH`*VRH(2iFY-m(eMn0RK&vXC@s2G$skt4*()O8yn!IgYU0tn< zy2bmM5+JD=DA%%^k3~jW+T4ua_HsC_Hncd!Z^{+(#hWJXu~D6eK=o`OUc;@I(G3++ zm@i9oEsz=pNWDa~pd%%xl8V7k{`3T4Rc5D%5wtg@}lY=S9AIx8ElC;SuW!cJ=dNe5tvS#*BGD_-@#lM~&HjdtuN+F7cOpP6yYA#wiw@Y$&5;rN1E2BP zvQq`WZ?BC;shio5IN$;^z^ty}21;OhQpDH_^lQAzX|mO_RAR*bla;7XZz0rt-90@m z4QgC!Eu6YocD`PA+(N7X8A~|p`Jm1XF-`SXpk%2(A{f3pLe#9lto{87b_w{?)8ojX zW8#_9(Q4KzOXuE zEc>P4m2lG2dtXAwQK_kWuMFU?y0@n5qmYY)ne8)Hwu@sVC3e?LGk(M`@Btie_zK7I zef&YbZWIuO=7bLO9h;y-8#PBEL8vuX-pD~z>P(hVSw{x za zPgd2yzImy*hT~ovg|?lYKgJzXO3Ipi=T9)Qsg}DelzeLVgPMhC!K}k$!SGY>8V2jeO96<=oYm6Xz{*oo!t=cXqmYVZ_?GdIxO6>?Hz@h*YoD!#6)U%{Z?Is zgn7Whh}`j97|KT&xgf);9lwH2?6%5cK!jk-wg)^|{~E^1-^1tyhLQ4=$E|isEDOxK zaaQB@R1Me(g^9@+n%Ql||LLikvl1$-1YQ@7Eo)}|<6V_S+s&E1lxjIlElUgrDlPN5 z3<;#;N!;vlT%o-8gDG?iFC|C~cW}#5a?WsN+07id96#NySFRoORux8nbr6%_=?8{q z4%*~C<7Zjpkplq^?5gv`*6emN*RKCrl64?~@)Sn?l4;UsaX>HHHUf@s@&Nu~Z5y{k z`fd^)AQvw^aydUv1>!e1rt4D^6B9AtXyr#YrWFRspd#H?qL&^ZOVG$49BR79Qu+$; zN%B)3Ky9Rf$}9-(E@Ob&g}8n*O|V>Ux+&>%EIkTGBiv?*GAN+6Q)uA3E23ACH)$U5 z?_%=>zPT2Nf%pJF@Stibh!u@4e>%6U`TR0y^2E|(n}Bl}v%sU9rnaRAiBSVL zum5Xz;_(3R;a|&z0cFGgWX{5M?X{k8-Qsq@|CdRC`+<>in)vZYN}2wBj&Nw_ED+-r zZ+lWOQ%9a?Q#Hv9(>v}!-JIJ;*aWQd8h2HVHl*=p165$+SwkA$N5FBn=41FRsIvkt z9kr8E-4Nm3jGsmwPXi%RdoXGe^j2g#*Hcubr6&nygN-C{RG72nC`Sh~w&D;lMt5-J zBtw`w(4Wh1Um#7`*4|#f&f;~=gc9J8Zb-~U?7SIA4ZMjA(K{8L%Vj&`&yaLlm~bcy zP{NP@T|FY3tcchmx)#q3N-1UIEI$cud-A&MDk$81G%!oB^!&{v2VuSHj&weVXy$Co zTTEQM9njc@p|KU?8$(q<0=4v}&Q#b?`WQ=08HS|Gw+Vaw@n?YNBO@DE|82-g|-ffnQz}-gIg&noeH(YRgCFBdAK~CUA3t z0ihhosF6)0KYjujBrxRDPvl_sIf#4Ls75{w&_Y{l^&z7&(80)nJBpXDU^xr$Kvu!g}pf%->>jTD00kWNK{_}6oz)DY`!hpYwu{Lte zHYnCBz&tw2=xKWODo7HA9;Kun^KVJy{wuyfmSCU>na#!DfmM#NH<*e=4lTsv5Qc{5L{I98H{-1QSQ~bwTsQCaTuxtNVy!8M7(9#A#nExg- bi|ct%-xqP{^DEpER{(pWs;vT7ejWN>T}B1= diff --git a/cells_suscept_high_CV.pdf b/cells_suscept_high_CV.pdf index 1989a6c6132caec893fabc348bf09b160a44d09c..e322303bed176212f8ffe945591081bfcd8a739d 100644 GIT binary patch delta 34 pcmZqd7HI4iXlP+2pma+M2uKS^cQ-g79YZ5s5<@rdna}t4 ze_d-919RuzbN1PLKRcdnxU!>S}TaYaJHGC{nMe~K1bBOxOp$%wyK_x%2^)yr2;E92s!O{cLC49fe{|-8uatk{Z6ZH?Dg9BmZk+yr zWIK7ze!NCzer6VLzLMT6?$^d{<}&3QReGJO4fap}PW)SsBi!8%XUm7T{6{Xn=b}| z?=IouTr1KlEQlL|>r$NAfbXaUchOtI`Sw5t6_Wr-eu65?&<)`!6o6gtSgWKSbOSqVu(?{gc z-ShJBDD`tmzI|D@ba#lTs7PrG&deJ?cpv9A9bKG!`|@lD66Rj z&hJxPw7ih`@BsxpSzS}J%6Y9X3N|@4wF37%@)QDZ=)2xHEQIy15uY0VZ?AVpRcdIb@lYrx>^l6XED2M92^SD%3|i`=A4Jpmk+l-Kcnc_I-&2fv9+D8vnL%I z8dBHLP*GP;yd*UqOlB_>XTu6!KC~Q4{!&XFcsP}nicV>i=+A;+Fc{-wU3+_Wy*fLYM$4&Ujqc%j z?TMM0Z>E(7KyGJeXUs5s0s{KovHeeK8XAa&0(nnPPp^Jzc5Yt$rB~09AN9WzQB-0` zVp?o+XLYDgFV(A8)zW&?A?8(FR8&MvwF=||_ip{AUHK@sKVh}L5v=r}?dAYK(nt`# zvwhj_No;FtYi(_vou3~Z5fOn*!%kifdut_#RH9X`*g(kh=8c+)%IEq0%%diIdwT_F zGdQuoTe=z=5()}0z(2&D+n1HVP6ksr3xUYmmt(Vo`QJL0n{FX;YJ1*KE z?vPg$6chv&4?i_G0*%mV_xI~6ZU!pD!otGD!je;0_bDLOnhQFyZ+uzEpr)lIB_Z*| z7FI^iLkT2G+^g-I4WvP!p`qc~Y6$i=TV;+8Rytf1m1~lBws+>u9Ri!2M3QXf;p1b_ z$0y{_msU|x=~8(AKdagq$|KBojxFJn(Jnd$!z4%z;$_BSyL37${IkSJhktN{6^rox@_p$W|^m z@S*fKjBMVGxI_U;LU8fE!||e@KaGJdh8OL7E*bh?Z3MaFL^0nsY;fsZMoTSDZ&Rp$(npjnZTMiopzu+ZLj45kr zg~Ij}>~_24PdX%_bTDI^q?mlpy_1)~!^3fYcY#$)svQ{!4wsfW9{R33Tslc`mzo8)Az4UCH-meFL4e4t*F3yw;yj86}5|Ic&oFwx8} zN#e=->VCSrJ_D|&5(w+lznM-T-69}+;5O|Rn|RIXJ>1=SfzlNK)tH;p<+GpbDb^@q z=xzI+Yw~N5dQa1ZMTRiP&(E(xpMzNu;kda1WNevBfBiB8!a^8K{rphK3(}uIfBq;d zNy9|KNrszj^$)4uNXFP-jWc0JsZAteuBlzla1RSxup5oYj4*Db{*?>%<# zN2f-8HlsE&jf_bOafBZb2$t8CD*|3#@ZU^j;D=DmO4DAnFP&6Uu@vUZZGOM>8&%QN z5Izej!8bbrTz?0@@)bJy!_B5!6ZYlHBa1)Z-h+Kb5^-*3J=|JOPmCeXk*oD90!yNp zcW5To;73arZ7FqieCPY~DcVOoj!Qz1K6gCcP(>(fLbS}D8h{!_(Re>;EONo1DVtuK zT2&pL@F^SfkxXGE@Ep{XK?yA_qHJZ<(C*i9v&jgcqkDIqC`%Xr+Hz|+qvd#j6|o$Y zXP6akJE{?pk>S0jEmxcAY}yq8^-JE7ySp}ql*E z5^(KwU8{^Ayjl&<50^RXqtl+|9SY2ik9WnXmW;WRYiR83?#hylE32xCy?WWR z<7N?64m3BK^o^>XUOK<9J!+3rzOs~_e~|-vtlt693Rm-? zQwzPcxP~IUgpLjr1xx5Ff3OS}@AmGlm7GS3h z4d1*@HUauFF*8G1q|?*WXB(Vp5!m8qxj$EHx6lv=ux)pDcb(Y~aoA6Y>vwJdsM^@r z;GzH*uGh!P45g#x&|ZCzD|ni%90uTuP7}7*l!=`OR(5-L2w^0NHm%hibI+iaiuqwp zQd|t~Gt&-v`08g0fE56)xo;})^1{GlkMknTtbl3Flo>!teq&=QK&wY|G5PYDn@REt z05olwbRyq@{qs{Zd4QIoSMc4<#mRw3J85LEn28BBk-if$z>%7o zn!hfM{7!$7w2b_CdwY8W3&s`}gtiaG)zl_t2&Dhh%Lr$jd;nBP&sD0t&uoB8UdO-3 z2jKpCjd&ACKRsYUx-b3q)|bNf=)F7xUe@h8Bf!HIN5~B+SWo8~-05!za-HMy@P7TW zqM;$hm=!)iiq+o8(3<$Vy1GZdi@bocq!vU)GL@E>D^p_$FE;@ z+Sb2&oe>8kOnfqR0b(f-Az9oG?|)i5x$5H*fIg0I;S$UMMse%kzTj>WfrA?RWc*3!ZDyKwH+y+H;ufW-2}d zjI+EIX=6{+f5!-{SuOUp(Kdd4ki&c(`^GYGR!28?08(SzQEO5QrNSRn%j2_uqgZEQzjmvS8CsREE=tbhDVrF2Famos; zH=cRmTjV&vND!TYNJZv~sNT1SNK~ePZye&eJ32cHHM&10Likq1Prh-Xl0EHBbGSy?v-!h|YWsOU5Sp34RYC?&nr-poPAkaX6Wrh5Z@ItT z`=wJIaxx;CW%O_j`|fkl2=*MGl{HdjKB(Q~X1)41Y6W*$vJ6-?FlPG4R>zxH0PsHQ zi2wI!T<~Zfe_XjbCQ=d-?M4^#RWl;!&QJsaD_7G;5NZN^W4yaBK!RKi8qGAiGB%Yl zcByNagSckF_hcx%G<#ghorE3e?|%rY6W0!KbG8up2{SZqhyEzwIVZ9J<~!eB!jV_F zEr-p3U4P_|{10{fi0eN}7NRZRZoa{TK-Nf?zjb_qC10-cmwq_ZGHz^Mx2vJv|P1$2i} zbc`%F4>Big4=HMe*8BW1wbL-Cm6x zC6#x;+7)4$!j}}DNGD|m%4#V758_)KPgc&l?CU$95Oo|ZR@f1*wjRU!lKT2aNyWjHiZBq5k&2AsT9-NsQuyT^lIE{~ zG7jM0O;e0wc0N$j2;tl~QVKj0y+mH{Vziq})HCRvZ6j|xdU83Qf_l5}czU}njZ4F{q(0Y^R1Z`tY4G zdzSo3Z#IV>i<}VGjH}XSd3m`#T=r{c`CvL9)BTFNxWB&$6L3}juGp<$a&eH2_wOH1 z&``Q#Oc7O-y9eIQfEG5l#XBA1^{reZPwF_x%^UF#C@q&XLTC7K57(SI9t)ovPF0;6 zsYJ81-Fa6WeQDpkrw>xuiWPd~*q))b6olQ=c5B|V(tR}ZvBHJkK=eUiteEAGEsSK} z8x4DmDcjK>uhR4N>ilxZR#vDIgv5DDW4kd?m?Rjy=V*J$=OC`~f*4z`>M;rFi%!1@ z1p$SPeqWKAbO#W~ubj`XG;VFT9g4_1wtRNkNOC&*YZaMJPW^Y*a-~o-c=>^1ZoZ$h zR0VhMfZ_Tii`K^GM-713(ek#mqs^f(tJ6tKY1j**JgC(QQT+R>3&_Jok7&4=AlFpp z=Oa9&u$h}>&Ym=0v6>pQmV$?!!r(HdoGra&*&q=1hJ(;)Y*T{||(xH-;HomLOycCBEq!rF(w z#e6#bIVyVZOpQ+;Cu+YUmhE@9r?bapIX5riHp`X$mW<~5Y6KnrH&E;Wsw93?Hy_03 z;b4>TO`fL8EIiEbvRiDyH8yO~HFmrG$^u+2<{=o|uvZqfG4)nZeEVjZsFHg`K3u8! z-W!LQ<{?{(lHif}Ul8;Mfs{HNZ@wOV(F}KW$wx}-UVo-lZ+mJ=OiN?TV=IGZe3m%~ zo94U=okmlgt}DfW;nc}`Th%_7p;y|bU}xQYA2r~}E-4HEJ6S^|nl~}15P39noI~m5amx?8Mq@EWs zuFb{}gq`Da^9jeGq61sZ=+<cX~(Em0R&u;+~K;~SO1GLX9-)+i%^ z8Uob;l70LL8KIAJ%f4#c)fUg4ClrdjZs4)ONI3WP5bopgX$I5QRx#gIygp;Etqd_y zW+w@Lwj5HvFm3;~QDF*d|5IA(Pltqykjp?+|LqSnn=ZtG3;8J#GmIkCT^@_{rpwpK z&WnfsjN)3bzb_`{SWYD(gEVzn1W8FHl$2tz#ZVO{aNQ~FtZ_`Y6mh)vdB;8-{jjpN zl|wzU;;~6|zi`N2^sC2qsK+LZ9Cc{Z5pTaSSTp~dtQX`^iMnV*a96)Ta|$$VwF4RF z{;WKh&o()XfCwGrl$*C_=Vsdv8-`rw`GbH;$Mq@Qu&0n0k59c=nTrziMC3Vv^z^0TBw$LY+d7J_k5Mfx)ji>bnYbVhM%m3f=_LwgV#QlsjSNP8%w;J(fe}|wEVjOd z(3++x7E`0UVr<46XSB+1VfHgrZjln=!*7+W=Ifs0M1~*5(dOK|UB;RFE+8q|vco`q ze>FlzVtTs0xG1*Zkp+*x`HU4d)4W8Vv-O?!G>3+kGe1A)qO4iGe~=Ts9A>+ayO)Eo z8{ylEungxAY{f#LH|v=eMp>h(+Zwb2U$5f67Aodhc7iBa0OwbwzlYtm$zze*Do^kn5R59 z0f%iz_&L^J{nFz=o(?aTRYaLS^vYL+x(C`>Qmb*g?3rt#p+HoS#vtxq8>XQZS@*FY zk%q6&&(BBu=;^(Hd+n9d=xWgCpc95^TNjzQ3tJP!Oin#-t@ki)2JQxX zV?)fSM*6!aTml$VGIqXmWaTOyjD}}M=X36rjdA)^9h^eNe47Vu<6&~$~ ziW5yTGEUTHe0nw@OHJYPFM~9Of?zd-Gze+zqWpnn4wD>rB|&rL{@$Nii-tJQE`WDoNr^8x)3>rXdzzQo#ehqAMETHw>c4L*CUoC`4R4_r-mBDR!v{TZ>jVV%}mn>7{X+)4g({E*pZ?&(D^M)@}~)9*G|c zU*t78=B3n@4Oa-#>!_*$eHFRU$vtSl8Vag~W${QX0RXdtti2e!8J7c6tQoDd!&zFs zQ~d6^%RC0D`gJEm!^km-XD;loZv{MoxPP08wZi5~=!?kf5lE)0e>p5YjFaPd)r1@Y z^7i%l4Yu1)o{0J0%!|?04*l4F_)RPJCRO}2my*DH;rgmjG+f)ca&%x&;xg|@-k;$* zEiI_wT=#=EhY<$|4!I1S1_s2}9U*f1u;pdWAkTgcdblcXWccq7Sm6lhpg}m$t}c97 zthP)zwf^!M2aZmo>S?JSqc^OaXf+{Az5!-+=#w>Cr87+Fryk}yjPppmqE6F|z7f`Q z;=GzSFIHeF?Dh0VbMyQ*>BR!An+CxcupRF@ks6QkQ6e^MU9ZM%-&=T(oH#!jA!DYG zq7?w;)+*I7H=;26`Jf7I@%2DT`IeSG2<(wmY{YhsMCwF3()#9=Ow0M4Et!Bz5GcYp zolR*exqSkaHSJ@NpUg>#e5tb|4sdoW9+G@`xPgSFayvWBAf-Jux~0kH^kc3}(}B6m zGpG&Ji9-9!7%FD}UhnM)5Q}z15pzfFO%R&U^%Fe!jJ}Et9_56D+b#`D3Rkk63Vx02NWRYmgPplKQ^c2p zGm=O%#lDmi$-Rw@)5)o^i%u-n3TN6nUfaLR_b*Ipb5755%Jsvq2aRa#_&&xdl)1+z zF30JoEQQc;V%;f0y4?E7D{KfV=N&$%;7^7;y}aED2l0vI!*5l86|K-JYdqgQy`z(? z!s*Xtv{Fbzp}_a~HCTXT{4KwDfRKy+>!r*V;l>>CQR;Upp1KAXAA9-oD!6{&;`;*=wXP z`VH>wj*_$gfotER&T-Y5*7WTN0=I`Ph-ubaB3o|}Le3Dz%y+l&SaJUwy~G2DpC#R= zS0lM^$-;Ysb>@vU!WTVhTT=|tUh2)KswWv{#TxTt6wA&+{mK6wFu1wI=^E+~M-<@P zA3pTen4oNK46baZuT*CRbB~C(9HR}yLNJs>o@*J(z-VKC7&vwQ=pEV7(ZcUZX$x{( z5kq@8Gm19AIA|pjxqPpz@j+4a6#JJ!Bok}*O}}W)NTvcCVYg}J%g7@ZmLri2jd@$50NVke=fJZqW@{H<_#pUvYgfBeu zsJ8qwc3AU)*wu7BwhU|gGtx^_%1flr9<75+9&91Ab`&a&t0vvd?II8nzq7NMwiEK1 zy6CnTOqvvfkd5O(=HG*II>AEUj7g%A$hrR5^_`|KV>e!!CMu*y?OXFXhA85^}un7&s*PvrVKjp~rZKA$L!(K&LvaZO=gbnGSR2&Jw>LSnr)>mckO{eE=<) z;`5{DfQOof8J5Z=(X!iTvmRXt!3X2g_Y1roQic>BoLiEoXC1Guc zelwKbVO?3bJu~Jg%1Cz$t}2w?s1A)!*!O!)XE@WXuc8f|pDZzEcAQL=o8JGH`cZ~? z_ubWaS!B}h=C9u&t*%k5ze|76>E-FwNx0p7$bKMY&>*K2C-eLLe>|VmW}2ov`{D<% z`l=~Peo8x5J^v6fPWRO3CvXkc!zpdzcAN4a%VoH<2hh;48Dls8xI4)-ibgV#hKCKf zm6z=q^WimL7`9|xVQdQq6A;X(yQ{CV6RqSH7d1bNskudB)A_=GBL9W)ncD=_6}fE7 zmhQAka1o0isFJ#!+59E9^|*H5*}xU+*b)i#JbDitbZ0kKuBLhiqsZqgM@a5g+s&x0 zEqq|tR| zbw2*Kq5slBbW%?4`Q72e>Rc-+9B6^piNfh1NB8wamTB9)_o*_|Yu5P6+iHu>lM%ex zrlj97|ADGao#ZJ{aoFM|sDDHqf|*oB8_V=zXS~5#_JaXA3@1`mjijoSUBKNN8wi zuPmMGiIx2mp6_p_KiBtRM|w^D%2Jm0g8%~wvuuL2<11!Cx>V@{(zl=fAz|1KEHt{B zXQlpG-=d9IG$t8-m!uM4*1(Y<;mng`$CQox)=PCl8@)CzqOX$W!Rdr=I=SEMY4y*1 zqi5LcEL}H8-TV}OiH{Tl^&IKr-~W2?#*x;=I_%~r+Gp#A3rtnU#t?JdVyHD%QtTM& zl>QB*pyIS8O}+qGb49-W`Oe)dwFf0EQgjs&&5>)fcM;=k@^vBc@)WD0RiIJ%`0noR z&v$`@`epxg(70M)WY>;|LZzR!*`YYqAu~?6L(Om-o64|$_dBt1eq_IOA*OO=hIs3& z!7%7CtEL<|%wG-#hwcAa?pxjQ6FC>v&l}J#LL&Ez_PpgKu5LCP>VQ%$HUb(~B-$ z*2O|J#vgw^Lf5edi{6s&H0C6w#W}3hwp+*wKfSeZnTksW#dJE{6Wo3OkZi;S%^ntH%BL}q6N8|cZ ztly28ZM>9k+2A_bVj1ApL2|7{v&5y(ElSYu)#I4{sXv&dSa92CTKT#(%`V?pFT?*8c2@(0j)KP&9m1B-m>D>{42MpsBdy`*Cf0bM4Gk<94+HENP* zE}wHdj)uRFynTF}`N?MX&z}#M(h<3&CX*M{a?Za?YP=x zwI03sgjx%kE7^-w2|07GwGl0CrN+I?^zB5la&A#!rT6Shg|}t{j%<&=$`3%lLFZ_Ahc-SDBp(RVR$#Yi_NbYjh{Lp+9sk4gBbshVje0=RHd~H!&+1oe zu6223RlsJN179}RlAj;X2BqQ+hPwe@wxA{)i;!=6V3)tS~Q@cgNqjIdASn0b8rB3 z>KL>M(-Dnw^>g}ex(RM_$azA!%tJPXQZ{b=uc#z?PJuSS6QGExWg^B}d7~Of_h1ainr7r$Ot*e7&j;uF#>*wJDDP*<^g6K!BlX(5?CdQ`C2yL@>+y<}Nk@*= zR|(}uR(oc@47WojLUuN?Fy!@A(iYzBh|2FQGvbAdH(V_FfPU-Rk1h?aD*?A{?EYBF ze$&dlTc+LzP5j{5YD-rTtDju1#k!u)T2>o(J_42X_BEHr--CnczyHaF$Q&bm=UC!; zAqyu?T&KK~H%Wc`q2O{d@1!`CG+95S^Ra4y3w?|inRozwp}@CoXkvY*xMG1Il;PrZD~XQM|u_OIqsj>+vegDG!%@Sn4jbns4Cq9eGaUz$D(qePfzbApwD2 zv#Laf1O+DsN77oKi-XFMZ|jLGpPJ#GLN)dE6QC14vL(kB-~)^ev>NWkTwS@vPyx}P z^WSVWU?sKe864*P{Au;Ym6MnQD%!CVsCA6xe*7+j!_b8wE-*YL`{|(>ay&DefBCGP zBJ&4tlCOeHTP(6qNn4(x4{D5BHgUizvUj=t4UT_&m-&e?eIHoct(-##mOh^s8Z8;X z5UaOiKBRf?sb|X=%Re;D_;j$}n8u}nQ;*hqZ{5Yb>5X0^SM8bdov0REF!_#m-cibX zd5p(?v@Me&x%5}+u65Nbdx;%s_I#)#zG1n?KW+vAb3g|8W5JCezyUtbzxn!D(0fkW z%7SD9E(fp;F&+{G-Qo27{J4+Qu>v$l!G>Rt>7+yjSn;5l)n%ID7B}i9hTv*`eEs7E z9}{C_w0sT^1!21bKVqpXsC%8ebRsjGELKnPj8n@7)u-iG>92Y+FWsSDqzXEXOI ze-_3ii%y_RyIdu7j}Nj)?9fqNMRVVKRACP>$R->{V!4Q+Qh2T7fchaMMoN=@?OluC z;NT!LD=Y0wj4Hr{`K8H<;F7>sd%rvP5r21|))A+{;b_{XDQntgL9jA91yZ6C8z?=? zR_&Q0$BhYVqq641s$JsL&6#;dmsZN6htn6c}K|v1OV{*mC;!W%-Sf{JVtG{y^cksn^%W zcaWc!o(*DCc6^M(&9VJN5HF~i3i;5WWP$g98NtwGSzs-su0lS?x9XLbi%WzIVG6u& z;M|W3YRcB?@Og#2 z+FT%5y-B0)fTXKInP#7S86`u)a}5pdX{hpkR*43iR>`H)4OH0yb5@_y#gBQ=44G_z zMM$+iDqDQkxcb?LS_ngSrd&HkvEnKxk8>_exn1Ey5-X94U@BX_OO`4Z`l!CRb<6vN z;GfHfDTUYarl5E2b2O?>U6q)?Mgf zGEGM#o4G`cvpL@kr{hq+c0Tsx*iR!Pq#RA~*n0WrI9Z<&?vpT>WalM^DL3rs0&Znq zX8v3K-c8Q#y0vjqrr@0NkM}p3M8*_RH6zM0rV$NshI*5N3Qs*tZ!ej$W>2G7?gdLf zCZg~1`$-N^GT8u&>kRPybvH)zan*s}64ngpduBHJGAy8iX1COmn(@}d<@VC~)4>9i z(;trB)YPP1VT=quYymXOpTz_8Df(T2s?iAVBTW_dITyDy;0mF8@a&hlhby)@R3NiY z7=I%(x_%dLXD*8=7eo0JbLqndyILBw-6*w;l&w85KYhRHl!t4|*<1UzZGHJq_R|e{ zYYW`JP-{$0C8+iKIHLd3(Yv|z{cO5~EI@og z<|J(@o0y({+5x;do~8=7w_`#ugW2eoKy43dJNy_IG56lmf~_XEgyK zm9i0*CHw(xbJ@9)BQ*b@)6pkr$HPh0i291k_G$vuQKpd9_C8EOoq99{3vF z=^qT4D^m==v*${E`s)#;Y$B$VxEYHUD6Q_fcQe}-?2Sw4xadf|Wr~$-c`fEg1xW5iK@ay)Qyyge#~}_pTzku zDszejCW%g*2H@Gvb2lf0{M_x6sIKj{PQmNV`9pD3AEJH*Y62i>~lMysBz|bu!VzyoIZx`Kg6n#U0HrB#ub{gHD3E{~H^K|k4+L>{QDNqzztL}&UaG02E%k@mGB4KJ5&@nW ziZLMnefL=M`j}iF$CXU@1B5zH^Yta5(mitCO|;B=+959(+h@Dt2jke;5@uwvNMk(7 zORU$-Y_(j{a!V8BIayMJY?^)ynwiU4@)OpAf??5ZF3xTsQ0`UXl#2BxGB!J&5%=4} z>|g%^&mQz|WW044(I+$$F>6Pe)6d*M-Y>DUo}ZT&1U#mopdiw>*B_rA`d>6(ZE!+T zT^3`=-y(e^X=`jG4gf^7LVa#PeH<7V@B~b!exa;pk3+@pgckMlS2O)0l5%qBTNxe{ zKyZ+OT8nA{>T9a%nI~)Xdw}Z-Xj#}8Pp`H_AD{qEE+-2`f)^b|1RR^nl#1(j<6g}m zCGJRxzzsWlC)(eVcj!vA^Gq;$qwaAdLXSRX5!>62{PYz zL8$sP2oKDk-X0CJ& ze6K|wLT-ycAXh?u#W!6)YX>4h z6hKV_^uLJteZ_D%(&Fo)|Li5cexY}^OMb?(~Aqhx$m^EUrero>=OYd(BBNo zuLuSjutGQ@3j->#*{Zk#5vq?8AU}YQwDii zN@lErlnVSyi&Kdz%yH+TaLYLns|Hh6SQVyJ;s$PVQRY)t;GkCZ1fvTSU0%p>KyD8! z@lR*{85vN3Sy>#v7&4cI{It!>Kb_36CK0{cQ3Bc7X3NQN_uiSy`fnV-XKz>uA#DH@ zToA8(JX~r;Aa;QBreD>|6HlQ9|C{}QF@J}8QiX|zoq}}0cBUOj>0dJe%xsiM|uM{NYtm~ST9vt#=*oLjx-|d)m6aSnjmHO~JXeF#_EUbGB zqplIHVhpuO|F=e><+YGzmrcWkZmFhNwz6q56~(f0$<;F-&8lF8lXhF9apV!>g;`qi zUn%vk!2tym&^alO7PZ6H~Z_EenkzZ!tpyo%p{`vD@;GT#HjlFdt&ne0=T4 z$(~=BJUl$ylXzQZ(5%|#^RKes6TF@-xB{lz=-622!6G8R0(@>Rcn0vP+@L@!7S^MF zBW}!>4nEL#pVA1ZlxEFf1;s<4YqsUBl0YV)C}q;ee6Q~b?K6?TJcOew+OpNb0vU>5I*kW@N&0Hii2SxJS@sluao+q|Tez@4#b2qc zYi`G_VA8P#1KMs45|-KPI)I=PHHkjYSYgU{bNiq0B71S+FWenl%472s<0TBML~VqY zPT_(}Ay7Dw^)F4^0e2v?`}_MS2jcG11Uqw(C(DJ8m{tNlXlQY9;5npZN>)ZjX263m zG8l;VST#Nh;oIa_xrpSf8CKGEwpE}-*(D{mGZ)_>_gCv%Tdsrb^?Bc$a2eHR%zA8U zk3VDi2DlCjgo50BVtILFkhA?ys%0kh#hZnW`u02f4ku-pF9hE;CjKz1^9eEKn^RS?&`NPq-}*sAcQ%A;W3DdU@Wz+pS?@uf!1 z`W%lwzw6V<)qnD_>9-uiggap*eI>+I=tX32JoW<+V}o*Ry@}AT=H|EghQJx`?Ce0T z2ox9&%CoFxAq|{jsgFGw@Fj>(->~WV1ybjHtemMJtX0G>?B9Nii2=~_%6D%4P>O4x z6Hq*{Th6BSgh0e2u&k!4+Lht4lnM`haFbBMALd`f=y)k~*tA#H;{llbtUl-eR)i0| zusBj84-Om<-r#gx4j_SeuF5?;7UDE-Uk?iO4-`OyTQ8Odfy;wxXc+|0+70U@qERE5 zvLNNY_at!t6OJVdMM;91<^1?T1^43D3@;phc+XFT7Yu%&CT z3IADf%F}*Zon5>eVEf0yH9{IX4U%q~)Zb>zHM4fin$w=meGiKFqF0C6J?F;j-sM9U zq(@u{Sy@U(Mn*a1mV4crB}rC1X=mn4cT4Lo`8S8@@(h5tulm@nfXghcjW2yDoTzEt zg@A~taIyqM1TqcG5nLTK6o(J+8&`rqaQo*81|%-@6N*Tw${M^I9_;>iWau zBTi_*Gs>b0DO{<4rz!JgB2Z(yJgm#vUyM6nm^nE)ds)b^_V)J`aHgI247qj)jbE|Z zIG31`6;23rh^2(P4NfYXy1tT2U33652L*{R(@KnQ<5A5v7=?EeCw#bEXW?$hPf_N1 z4=le4`Mv$-ZpV*NFRxgL7up@CLdNhQ*|6vkgdMo4prHZy&#KoDzVY^v&3avZeIYYq zuCu){FiD_lk%}*o4fLqjJJVj%IImx)|HgYELWm3$Yqt*$DBw-uaMQVn@$8=bvOVJ1 zygxku^Vi*>ScRynvHjhlqPHf1!rZW1T!M?WC9w6q8zi4zKy(6YQQQSdROFZuImXqq zs+ds-4LbvhOKGI$%J6`LK}b zFAiv1JN!6($N~)=9j}XGDRo@Is3XCU<0aGFs)$cvcOrw?IX9WDiVg7gp`X^hm9Cd} zU?8uRWQkhMVM{N+ETU7p23eeW@;eO;g!bqA)>wlKsu662iJd*;$Xm`5$V9(jh1))q zmOUSDgnL8?5oiVAM@nC#SX9q?UNkTJ$)0!!f`K3bB%R8TXb_nR5N5^c`@%`=oPUQP0*p1lv7