From 18359cc7ad8cefe3609b5668a3f7b03866771d5a Mon Sep 17 00:00:00 2001
From: 4eker <423785z@gmail.com>
Date: Mon, 25 May 2026 13:46:44 +0300
Subject: [PATCH] min BagFix

---
 pomelovsd/ExitMaze/analysis.png | Bin 2396 -> 59657 bytes
 pomelovsd/ExitMaze/main.ipynb   |  41 ++++++++++----------------------
 pomelovsd/ExitMaze/results.csv  |  16 ++++++-------
 3 files changed, 21 insertions(+), 36 deletions(-)

diff --git a/pomelovsd/ExitMaze/analysis.png b/pomelovsd/ExitMaze/analysis.png
index 17b4ea042846cd00588f8a30da94b471d0edae25..80117d37ab1db42d980d5dc85b83c5617e5e07dd 100644
GIT binary patch
literal 59657
zcmeFa2UL~WmNklHsZ}Uir66JeEkOhnl%ycRPzFE{$w(3v5Xm_QwZKwQ^avtZlpK|u
zL6Ia$i6T+bAqYy64FBAK)pfgX_v<@GkN1!9UNgMoQouQU-~RSqYpyxxTHKbEIZa2q
zm6nEvhEC$l?{YLWKfa)$S=sy3YJ8<qZA}yYPssA5ilw}XuBDB(xekrAwxy||iKU_b
zrJdF~<`()U#(dm@+<g0XUbVC|wGigvG5YHVxJ}IUc&f&8$MGgVo1Rg%prP5IP5!qc
zQanPRhNjnA;`d_;wgI1892_gh7mA0e)Q^otFJ4xdS(N*p*}E%ZyPV|jI={1-dvrCu
ziuzMQZdbSL`Kb|aIXPBy+EU@Cxs8l#xAnX@_}Nq=xQ)d*>$ADhI)5kY@$@$1ET_DN
z0ehF$;D!MUjo=u&!MQ1QcYVKbTnYKOo5*1K!_ueu-S6_3K6MRy|9|l_dda-`>6qzn
zgE5hjd#7e*xc2TnbEwTRDO@HndK0@0y`??5-jN5|e&MR`Bxq<%1zH`xh|+C8EL#_&
z+>n2LrDBq<bXY{hKt!-}wZoU32>bE=zN9KKu3r8XcwyJCTUBUWkL#2@-hZt%JL6-j
zQA~H4Pgzw}RrgeKGJo8K6iJOtOOB`O7JpcPd)JRN^qi0ONK>@8`0?r8R~wb2I666L
z_$fbp_^`h@BS~!LGhbbtn)3Yoe6&IoMYsIPr^J@2QR?_u&AAxoxoO(<>y=6=Y<0={
z@=o(pRO6Wg>k6hiySu}9b>8k37QS%${&utbjd?D4>k8f_>(?}=CTL`(UPv|U+bAU?
zQ(y9MHv<C$o0gWA_kJ~{0(UxjNy$4+xxx1R9BD#FY=&Y>O3tLs@u<AW*HO=Np1ZQe
zeR`~~bK|))XWnf(ClX@b{kF8BLHYdo^IOH8vw3-Wo4;8_;U(1J7mbFT8kxzN)`QVl
zZmy>0Hm3;<#TX@NXJ_YV)ueE-xiR@PA&W=nbnm%qU&Re@Hw6n>oO<=@Rb%dIm$`8t
ztZG<wm=qT7oWQl(cSpWtck=4CWLojAJ0a!6ZB@2^@7|K`$^9xXj^gzT^K+Fd_V$_A
zY9k*G8kk0v5AwPE@WT%Zcv3l2J^tLCMfbL`7aZ_<^5jXUIu^FE=W$I{x>=`sYFoP5
z^9yOlanDZPjXv}6w`=vWzPZ!=F@_U$i8^J5)ba}^c#w)&)<$VY5z_uW*5$1F!ySd!
zJ|;)~uyQ2>J$>l6!6pN0Wgz!uEX?z#Pj{vX`EYA+792=6ZV~pG)3T2@`tahFuYuCf
zKmTk$_WrbDuA`lugF{xWrGAjlg&g~op$sasH<z*udA@RCcY<s?Zg1C$iKU*c501^C
z^6wcKaG0O9yT`;=)NOJ3-P2>jR{dU0^X8*MPo{FK{BE(P=+_i=&rzl{vzyQLZ1?^0
zNG4D?W5=yrr<u10)}>99+}^~_Z`yv8Jl@>gT(X6N9EOC#!oxE?$}02@(&Ss%GLj?O
z^|-~j;bV$H-3#p#-aJ}j4NZk_-dz3gLVN2W<AB!%1u0kG|3<e%SV3Q3f2)vrC@Y76
zfFiq0z&q?9#Z*Jpu&^-w3O|9&FS#@PF7uA#LoH1@mDrw9E(`N-OG@5hnFMspx9m7#
zeU?i(KD$4&GDtLL^ZpCH?XPZ5H{{KSWm*kfYlzpdA1-7ZZ!*avZ)UvkA$PM{nsMFi
z)Mz(8$hMQkqtr=i9P7Bt6OG;XF;VBPrhOmVU|XKnD77lDqZz-Ub}di#&RYc`Em<}O
zW4-S)sX-3O4im;cW?GKJZn+Ed4$@B!9J_w~x}T6mxc#@!9400vRs;2eej^;JiJ`6b
z1N%k4=C7>$u!hBPCkqQpnuyJp);Qe?zo_GGwDyB34fM>+@g})br%t%9JAdiYv!eSu
z{0BPigiNxB-PKlpk$k*gE&R_ve+m?Hx?s^${{Dq_0sXJPh77f2Y1xS35*wrswRAZK
zczK0p4P}<;luwTj)TJ7!kt1$Ft@I8K4%V#<h|2nss}}4ya@&5a_miN>&DC`L7CmPr
z<QyHdhwv?fO0()v340v(x-=6l(S_MjNhztCn1tNuo(g}1rc@)GupWV`z*6Hh18kX*
zkr7IZv5g%!!hye_QMDI`yh4JeD7N81r>A(mnn{jTq21-nmq`p6|I(&~L--K^L(^r>
zs>OL`aC$JUEzyZbH;9iiHd-Z4-qHB7an_(<+G@inxiD6VaQ%LS$U2)gr-*}>iz4kt
zd#1-5v;?d_s~9yVo>WUUG}9lU_E;P^vM@i9*Ru7(+{}cH-Gb%dM@15Mlb9vA6O?an
zWE-nE)V5bpPzk5uG3yR-XZ2v`=_tv^`}%k%5bx@u6}bwFimuI04o9n{#S0pKcv||1
zoommYqPP%0pWs5|8om`Yds#Pb+;~=^=jH~nCj&;DO0ieBx@#A`d6WJIt75R3OR4;<
zghZ)zmWRhWK2gz@&kYH|jZcrQ^r5o)UM{|Gb-M)tUAM0~EYNdeut`snSIcQ!F)hQO
zE?Ot`>igGIwj*7o;T5`kX(nw$yvF#sa8`@%x8B?{%=}j$GzA0-Tk&!!#rCEy;DY_b
z_5G}~S`0tD2x$zHVobVJct_XLGTGuY0;l%sRjYj0tlw_xYw<BzA8&%4Z#+}hUp;lU
zhW{4bHeE^Hsvyw;io?;PuD%Z*w0r1Wx$@*ti{&HLFiG#2O7^6pPX)L9#l*yVc=BdD
zwyQlqMK|iJ7i8u@_c6`H<T00W<ylEdbKjY$h#=m%xw#7DwI{foHkXAQj#Bl+E4S5h
zu>ZNoD}%+`ysiv2rB(4u*NE7Deab{ne`P%r@0)IclG3my+(MAB)myJCVx#4Jl^;I5
zyeuuz^YU`BdB8w*!*3QtQf+F*_jg!0upH8_ezOnZ-fntKUvJ;;-375oGOF?FLN%XE
z)63suUnSv$RTlf?QgMT7$yc@OqZP~cS1D^b)rIw>rys6qYHHdpV*8>jy(Z$E|EEu%
zbSH*d0$=v_UgbM*;GIz=o7Cecl=3fm3#~c}s#Pg{H4*-}fu84{V%IdM4NNayd^%OK
z+f!Yzs@e4Lc3orwyY~DQ@|3A5YH-%Q+kgIfU}k)P>KHKPT;}Icc!!|^L9#nN82QMT
zQXVBAk@<#^N7GP}ms;-I$*XKEwuYyov)q?YH^aO;;7hlZ_(Wo*OP}7+@bZbHx7P0{
z$KoI9OvoO&)0l2{88P;AV-gl7Z(+{F$1eP=?<Gmzyt!{`dixHMZCUk-?GG9nPvsb;
z{QwYEZ1pk9JZ$Xj1Jqy_>!Qc|RG&2&XGtGBc5LL^x5u8Io;{U;F`^FN(kuE*4|_d)
z7*boSKr)D3pQ21>;=Fo)8Bd<V;KvljJZC2#vq3z$Z|2N3{4G8F38qqIID*PqHec$;
z`f8F|Tw;{s6vEFk`3N1c?A_V-`fUJLX*tLK{n7^y9-JO2;~~d=)sH`>dl<B2ro4Xr
zI>0k0JG=Jz=?#M|S;}iRFlUE5zV+gG9<Pxlto$}sHR%*?y?VE&NC)o_0`fEhQEiHW
zG6RR)8=ay1JC5{|FAf*8Xrz`_4A?~dy8F~#US7GIYc}L|e2D#QodtAYInpIT@-cEa
zaL`+`W^c{Wn1>X~vpBUh9BN~3AF7?5UEjmg%<o^_Tr-Xp$~3eXY8C=Yqh6br@(d~X
zWNJ6>Z<2fd)G2rSiJ?K>%C<JG{TGr=kE}80qlVqzF7yoBv)_$Tv&4Fpo;Rmrvi0Bv
zqn1oXYE^JmU4ZX>X3^*sD_0-p5g!{KK97yS#?e&e86#vZq?%<N$C{zBel~yQhP?+4
z$O5heN{OTe-&7^ZqOY&d?|}Aet8PvS+)zF4)SE*2EvqG7HAz<|tKSe0gm&FJ%lMLV
zFI8%oRrj}~Ei|%|W<T$udHU`rIy%LNznx4rY0HiI$SoowQv6}KvzSdI-7&^tV#vPz
z`WpUgwR_!e-70HpQcKdUsLr+<ZB7k7Z1!xAOhB(=bEw24L;n-cPkYw)zJK1*LGE^b
zVfX3#SHHC8G-~RymJW&u^XXMuYNmQC_J}`8YC>8FZU7)9_%@B|i8W#1QtGl_Xq@_5
zuwneuEf!&xHp?36MooL$u!d*q8RiXMRmj41xlRt!fx?O=d2^}Ho<DCHdSp2}X@<bl
z8<*Dlb~y2c6t!|FF{6yE6xp^ojGC>j$`b}kSm%I+He7v`_(FD*j&pTkXZPS>8~_w~
zsP=tfKJhWT%<=4f!=sQH)2P^1yZbsaC>#e5zK`2Q3Dn54?w-7$`!-we{r<FO%HXJ=
z|3I6%yqsM8VQLs})d0?$0TP~ZmCM&xYwSP2EUv|(#P~IQGL6Jbg&ikfXxe^SRTm|H
z8bQJQ@b+ufp|>jok5GBVL`5|uBqV6*=yIax)cYrgJ8{aaHRYa^9$1GJ&&tuvnA%?6
zkL#}8W|AE;(dI&uUxRlHYl~Hb2B%`Q*Jf_@$QLgT1d2K+iQ12u&NzxX&!z(owQ&1$
zBj9D{<g}Pq3<5_z{rdd+Dw@6g**HU)Rt8RU;|;<HsBgWwd}0QXl*~Qc{`lhzg}fi0
z%YM!558W&>KCS$RYc6|=h8MHAs3VPj{Z!z`uTSw4G>U%mWDCRo3$;SVz3)QoCqLcN
zNOi)^YcSt(cjw%>b7#{j)t*sRt1qn@&rjVmzfH#?rtY#ZXOr6G$;5Z6@GfHmUzNzC
z&RIm=Iz)_s!BJm2kFq}06QlFz5wmMNnD}aARr!GN(qpYlD-6u`Pc<XgM=Qno0nh+S
zOiSi1%x5({*~lh&SeafYZR7++?WPHyT;^!y5sgbW&1R=lo5E2BA;-uiXy()cL36cE
z&d3pv_1ka1c|Cp{9_%u&S|v6Ui!_r!qO1q@_q`i8Z(0G-;>gPY%gLWQRb(~yJm>e@
z8xtE1?|6FJI1FJGDC%vu^s0jDLQdRL_cIoXQqM?ix;M?pt=?<?Xu3QD5ZmwaZowE=
zSDHC&YVMaQ1`WDR`yO*Q2RMIv?Ka)xZ_+g|;6L~TRfPWgXD6ez@^V+N+wwF>)FHFm
zHxPMHBX4%(?&f_ePmyBu9LZ6-?|JW@x4vJ7u(i*ojT@f<AplC2huzlk3&-PY_Pd@T
zG?BO!Im$R^Tq$j4L4&K{072F{bKjb1*RGXE4U#nX+x-U*ejx!TTtCxsGmEIb0uvLH
zaqz8-xqYi?=$-jd^Six$a`1ApdAFqKw-1-6XGg1A<`4P>1;ry7^&zHO7g-N}4AXL+
zD%43S!M2FSy7uFK9$S85Q3itNUbrZE=1j>qwV%S)N_(BUw^fM6KRgOS`WmS?8{z}`
zG?90G%qY!DZ!L$KRZ&{XojG$Rl`E86F<Jpt-OZaflZ-AJHKj@eZ`R#m;4)VasmZX=
zi&M{#1N2e?5{pk?`25Eof24O2<hq(}YwtipUOk}VkcZ1ei;b{(*Po-j#}WOo&td?=
zE8V+NdPZyI&k?YHttmAwS~+2;{wSwh=${u-u7w32v57Wr$rKXgO(f+<)5}~-0oias
zKY1h>%d9sXY5lcPowIvNfw2kfzmRSkqP8+dGsnKt<xLv_pj9sO&vC&THDY|LR<G^{
zVkOlXztKm2YFP04TPM~saw{NJE5uz8pic7SP96`}@A*((_O`99ZE%aGy~M?tZ-XQv
zefXf#f>WX#P@|iaQQ<3J@Xk1m?BD9SiME7Pqo$t2dPpqH_Px96;x*Ld!_PiUOS4J!
z;nw6F<?F20EeG`WADl!vFGcY?Wa3<y!4rW4<|k|wO^)><Dp;7Ra`B>2I;@#A03-PJ
zYh)@IG{n~-KgM$vOX;*ebpfyw68wz780WGu({>@(F#|<%zlUD@*X-o@X6MZ-X=ue4
zDTFZnns7e>gU74aZ;y1R+ty#o9*jFo@xorgl3uF}5Q+xMl3E#a)|a=xI_xfL+z5o%
z{p#tmG0F+`1m%aG`Bj3^Zx41x4TuZW7>DL?tA5BWIH8Gif*HtW{n%ud^K~wOwj-mX
z^7pn1#Ak+U7r6I{FHCt3rFX6;u?4s3UGPa(T|FQd$VPN-tR{23UM-=|w!)Y1G*E|4
zs+M-J{_8(}CM7K{I(*j&_edN*VVC*rZ(rIHu(7Uv``oCkK4|^<!$IoY^NpJ}30y8(
z$K?LW`nKxTtC2(5qcS;PU$3n+*)@xurmobhZXmWnbnF2zd}Op@OwSW4@_rO5LyZdm
zLk*A4i4mTG6j?~3WETfaFl25{(yOXR?D8AbvCVjCL6u=+W!($F10tigzb*!wMk>t=
zKd*?gO-^2ZykLWPFJgX!{5esp3OhYN5xYdf*C@qZ(C;dFI5Iw72M{<u^CfQpzwe>;
z7D-9TY5*aA{c2XKS@~KJ2|xumNIgCG#bu#J!=@z+;j$McG2X@>1c89_?4*I81J-|J
zVxj?8$$iAQIo<4IjzgODP_vz)k4q~uaWtY^kkdC+q(=&y)HT2ovWjKtlasb2xRCvY
zrSy*R*7d1DshDEYrU^KpWNw~FsxWHWFM?O!<qtBOl3d2`@Xe5JEB{_)pFcJ4wYOg+
z;St55yc;b;;*Odu8<QM_?>qPJ*U!(*C`QQaFltUePeKH8LS4A@HlJa;Db;l}F9a8N
zAoXQ2vpj<Ic+obKs|fuFJP!a-@i@Y9Iy2@j=c2;zZ%RubDFZZ*l+IhP_lOlkiPu5^
zcZBW7B6X{R;!qHxPL#C&)~ILowf&Xh!Y2`%A@z#DBg*dDkylD72p2)Q^V0){ChMKp
zkikE`(7vf@*Udoo7EZ1_iXcvf$ftrv9}g>ctFL8Y3Fgwguo<BV1)>B>n_5!&Vkbvm
zegEvvojc}&8{@B_DyvM0<I&7c2PYJQ@*!QIHPf>183Ixt@R2fhGN*EU?8&>EGnx(h
zFN_XPOxVm64~BsNiXv%?ye*2|1T1v4?Qlo*g_LMv>(91@!aUS)f8)&lZE1Q|z=#r=
zU;O|i27sz6ziCQK`wMzoY8ResOw<uD{BXd>fkuOn99Mx4w;r*M1x2(QyaXO*-(8+u
zS<pso8Y+bVZ`(!ZCp*bcG&$XgFGha&&Rk7*Jv!&*=NJ9;t7(gQ+5W8uF6IkV8KgCh
zBX4MZYsOxBzPM5WLZgXv?><jXPF}_K*(z)q2_ordRQNHtqzlNpQjZ9E2Hww?@D-h5
z_mv9{tlO`ZtB%K813Wv9f`E&kU%^vk<j+0QeqE`*p?bOLd;IwEk*=b_#th4phOpVW
zxp9P#fedQUBH4h7Im)mxk<dY-yxp-QBS5_ujof{Gw6s^!xEB6?>Qppx87Vc^3VXYV
zAYER4x0CGXRe`i$JzrCI(&TTt;<9PYGC%y=)r*7^rJ>2MPXFVVr7u1%qTRRjnaWnW
z|M;1o%`x_iipT)BHn1om&+BYCbu41#;tOQ2;y9t0B+)UkG2U5}fi8CYb}>g4gm0c+
z{-rk+DFPITLkiOvx8{FgE}MMyyaeNV!<Ux|X%BB({1MmJTtY&sc#X|BwfN0=iz}Lf
zDzPdDaXuD5?AkAw)Vz^yUb^y&`Xs}XkH3G`ymIa0*V=he236P8tQDq{8XX>f=;NcD
zTXAmrn>)9K>vQhfbu2<Akh52T)~%!PE|-YNte;7(v(Wc9O?=pxO<2`C^c)nPdrapp
z`h^o34SQ6Qf`C5a$nyOsxwX@p0xM!3Ja}+Jrg#KYD67P2Pi93h7NfJ~$BjGIFJ6%8
z?Q#cA6mX%gd>kUYo{G-RJRYkzFMjLj`gFqs6C<N4|BR|P+hnu&L$2z=Oh<;@hZ278
zW{kJ@7jv5K1@U4k#tk0LIHP+rDJMwg@S5v(PHVCD7c_3(D`5`^ApkauRGDBfaA2$P
zqR98pPitLfYq-U*ys*qY@mWKJ@apL79B;8{D@A>Qv}eu42YQkE1hLTxR3Rla!-9J4
z&7Z$+<-PK!^HevZ(Z^(oDv?nSWJmd5!p>Y;wRAhK#ly&Lwzlc493mp>q?p=a(;PxJ
zutJm^B@~N&r1(k-9y>wQbJOD%Mc3-0tuAk@TEVsaKt(?I^64dm1XYZZJGpDuF6Hek
z-~m}&X3vAiNng>}z5e_D+%Vehqs0kT0YyFMh2+TG$&R(a`znG>g-Wu>{(+Zo+_;hK
zIAtzT4Ms&V+t%zPP6~oTe@%qvJTghyCsTS^f$xt}L<R|oe$%Gss0awML@bd<C9bZd
zm@{0otrErjL4vthIez=?IJma=sNYET-HX!a{rmTs1Myk3v9}9Fzu(4La3z3Y9gfW)
zdRMJkGmtaUS|i1i!`k;c?1pNwIytfgR{-{f-rII48o~QQo^uZ3ruUaAtvid`!#ttl
z*^SDbU*hZ{pYqYr>}+Fl-{oHs4m_z*^G(2@-itLXG_*_SLdL1(&7EHm8Xit|H)W9m
zKnM`F=<yiJof+aXo<WF<#vvtjg(9G9VR7+5n2)9$QbsKVi&+^_HMb6C74g}xH}L{v
zZw~oW?%Ib<IIV>S8WNNtS#*E-k|62LsSkWH6})$8W3GyY&hqQ8zux)t&vz(aqd}Ay
zKxDYqnApvbW>gb?&v|zEG@*G(!84S%;0%gk0PwD?E^SNCt>Z6$;9_GtIo@9<-<IoS
zwJ<lKWi|^&z4qnh(*(5>go<nwdVS>@ETvq=N9M)fy7LGdXP)dk4)ympR;^9G`07U4
z{e#kc#Z>bCW#i{)Pp*tPach15yO0y{#n=aG44ew@z|^ow5P{>I_*^IepX$)6#rLAg
z?`F8Oy1tGO++gLY8x7iWa|kyyHfA|BIhk(s2w4H#5Vf<b>xu;ET_60j9Cp`Rf2$x&
z-dDa^H>vc1$M#O&QN(`p8OgT+9h#b&ywWvnLB3Kl!_7T1(zU;T|L0|NU)A`i_L)Q>
z)?3nVrw^$Yco~K}H0x^GR_-54Kj1S*@mKpWFTUzDcc<q4wWGp`rSJJ!Z#|SAa=)T0
z^q6^6*sjCD(=YP2Uu56v2Cu0F>6+}%*TT3CuG`%-7`HiZtFqtj2+g<SUrSai9Y1~p
zRFnE8ZEbDH0<r*N2wcsnzJOjuo-AKBqX<)!m3_d<arm$bo*$_-C=^P-<>Mz#Fl^l#
zjrGfDz9)_|Oln+U81KiAdpvxgpWv|Fxp&XXZpHIw&$@v10Y}Q%ZUL%r?%sU@D8i!1
zP|%+s7cVdR9U`{xm?p-@6~U%@d3kkZtNL4h8sI}>NI>4-3s!<DV$Zc_-~VMs`)!@l
zjO}}(@$1ZIVY&BG5@Ffg^_C^^?@n0ni0+T`YQNhO`qhbv)44okF2&Jnv*}BJg`q0T
zRcyX@jM{hKYACd=HR&6X5g1o~>?A2y7hLW2N$;vw;9VE5<VI=5ribxf7f-B-(ejuH
z;#2HPvt)Do==F=$uyR{I>#es7z9E}*vb~;kKd~zx=(_zybn&{vx2ek$?!A<4j|3Do
z5Ncq!Y;MoY%#`s<`xG8@*De7whP|M}>|e1*TwJ_y&>EWMkxpy^;95nLIYh1N0I|g_
zeH;P^*;9p1j*evMAXEA@6hPO*4@*i*Tj?L|R+O%G3-7{y5AfvEig?6+uHSx3&v<H!
z@qvN^V~u*jeGmXD%+97<tE+_~LDVXyreys`#(8trIL}CA%|`y8l`iT8{RDVoG2~y#
zFK~X-^1r#~2AKno?wZ+^(8elm(A6@~b`BI7&N;ofJ1uV-5N!ibnt_Rl!^Oo#gDWO3
z`E3=0N>o%7$nIbu!*&r}-{QI2D0$BF&;B60#p!X(r-xiGK+|YsCQ>ZNdd~w1QEk&4
zu@F;JQyGOII=hIVR3`GC+bU&PikkB{U3-f%Lsd+36n61#zj(IA^T8}DFBr36)c7Wz
zZOD6#+3tvR4m+LEtjr28FV6&)rDu_;9^e<N@ko11<wC{mLIY>S;+FUE@4RNukzwVe
zrlwF6E}ddOe$D4YTAOnWDs~-*1+Jw-uA&@r^<p4&PXzHhw{JgWMVvZEKEHeS5i3^l
zRF1=h^?jBD7hTtHKl~Jw>Q%%Il%7E(5<J{}dh_qoOK+6E-mPQfYl4SSA)1RZAH4Jj
zD+lDBwVU_JB8MjVf^U>)1{o#bIB7~s08aUE4`|6DC~g+qsY`IcbwGaaR+ar~so9_D
ziolJuZ#H=U%*`2mqGLHRF5u(P@sPi;*@C*;U+I<M?9`W*LzXVjW8%{LjffPwL2U9U
zh3qDjG^G6RZ%m57*E?rV<)d)hao99prwK)TKbS{K=)x>joRm30!5f6OuUCweJ!aEl
z<)i5^m@*LC-~aN5B><IQ&<t7*BoR6J<ItF5K$;M+D-5L?gbg+Q=S_R|iix#OC879}
zs74_=)_!vXVIfIDhSD>{N6T3i66Pwo4Sywe4`^=KDuCjOR-+Y%Vk92zxduj@kVE)2
zQj|NJ_xEr2slzK5%TL0$6_G#!sc6Ez%Y{Q}8Me-@Y__8Yl41rDpmpI(s2GUcKF&xV
z+a5G}e+N>Nx6=E<{gYi5oT;4vJ+L2?O!1)<mZ-*3K-W%-gg9}>!=sj<B4l3(ttm%G
zdNv+kd;qR4Kh^N-Y;hkQjy(UoHsTx$we#IOSqV90b?DYaA?wE@ZSWMIkAy$r0(8po
zRKvz+zn#3({4QG+3?=#ay5Xf>74ylHCxuu*Cq^TARt5tCWqBl^5}ls-l0b-1@rBtW
zYbc)xv~BIN`rmJIH>4dU$Q%C1YV!sk#lZ2OyhDE;r7^RfwT}AnpB8^ZyEf`;?*|Wd
zf+ZqcHPky&U6be3n&Y5lHe=RV)Cbw5|HI4Yq{5evkkK#lV3Is{P8mX-$<bBu--`j;
zCwRsL+qAZ}lJku^K7xr)mslGFo4k2S$QEt2qwav>tOl>cdC*t2Q1qN;2GgQ7bEfGc
z^S$BZuq&9j@DnRLI~URl2x0t6mBm8gBAwA@2FulUCKV@E1+JjUzd@)<r<rdYoSc$S
z<W~jCgqUVrw$5?dJhZ%aG*X1;UHteT|7?`I_s6BTroAV4*ZA{%y@;i>zfo(pDmV|a
zFo>_5X;j92Dmx_r7OSjSZ8~54bvDZV51k|G1b83@Mn<Yf9^j#{({%FaFyylF>45~s
z-|r~9E#rIFHCTrCM6wc{>Uu<sCKf5)tloRi9|zG^hqp*E>pYcW)TD$I$(eq|;<nUJ
zOC^p-33iHNj=hy)f~Lj>@!1!vH!#OCYT6z{Eq^XpjG(wWsA3Y;Q2b$bnEIh|@~z79
zinSjjaqAX~vkJwsLBpmG><W>QSS1L72f+^vKD$+at;7bAudZO!R37y8(Ef$0ham?6
z=o;CB24|DNZs>pi{1)_Xb_v2WC?#md;Xh&sTm^Xoq36N_4l1qBFH4pq+dok!5F`L!
zj#bgw8ZXcoGC?9lrAqhU0Z3OXzw_6Qb44g|0_9G`{@QqrBR-1=4#LZsbE4y3tWmhl
zRS!O;eBTG{D{^N?qyk0k<WM-so0`5Tvp}g`)0|-uNEiFs-C_CU*t+5pqEU_;S8(;c
zri}%hpF<VD>Otf9<>e~nsPQ7AE_qK_S;ry5`s(`~I^dsO_+M7R|Ex0p{x#R_hqvFq
zArtbhr0Q~apb6hnaZE1<CK-G?kxuY@iT{Vm{ro$9Rf@hJNw*Nut|T=Q3Y|Lhbot?#
z{tSo@>4M;MF!bbT$bw%av06~ARqN~NzY1C6Gm#Cs0f2EOt!b_B4yjQX5WuA7#>stO
zvj-~+4s>;P?gp20L#CVMo`3q%h2>X&e+vJ9{)|?7r9n@*FG^!dUS8f-LBmM8ZG!67
zvycLaaRU|m@4&`{c)QOc?tC+GDIOiw<e;aEMYuMAYsVhGqGTjN0h3ns9m1AiZq-ve
z4;eQ{BK*c^<vEkgL{vNgju^1^hYrItNIujPj=#^hhj>+&pe0VsAfz@ykwSb+;O4oS
zhQ;S6pZ~Udx4@N>UywoizBQRN5Gxq4N8f6_??6IlYPHgZ3w|WyqMpon)0AQmff%Nj
zB@Kns@@xAsqBcPA0#$k;(=rOCCd=J&#0p76bCh`mVKAQc;KB3OSsJJlxQ8LYfyuqH
z_+nCmkN3VOcvl%HmT-D$t@d2SbELu)5U86v48Defji-~=#3lh8j6&#>X$ikH^+Q01
zpue=ccGs4wfI|lAl<n(J$NxVRMf0=zOGOcHQn}F+N`<9oQ~BDejKUp^J&9T)5sFO<
z5$z>9&1GiVnx_SY{M@?^B$l>3DBo9HeOZ(Joa2{ej4L0K&}Xlbd)*tdqfarUp+erl
z)*Lk$h~9$-j6|g55);z|u&8!jv6A0rsM#>>Unqz;*w_l0Hf-3S3}adfU<IsLLY?40
z<xxjnx_ntfGasjxn0*rR=FLk(Kx`007RuRxgE-OnPrSiNBE=LrIXQvdV8cfS|0L*Z
z^3Vehn;pM>`*!8we*^62YZU8hOC~N!7k|F<L9gNA9ZgBjZmXB!C#>C=69;4!O~QWE
z`n<>OOPTEO<@JLJ-OrO<@8%VI&+us+lL)`GZL;K()j{TQwajdJ={awmV2Z+c1i#KC
z(?{iE>LqDw`8w-RF18QvUiC9}!Y-mXy<bBjM3C)wjoG?G2TDUmTy%SXXX0Vg71I5C
z;d$GS)=HZFTu|-!f%4e6!)poWO;q<Qr5mjVKh`m^03}|!bSc?+&OXhE*{<u?KyepM
zsmJ@wia<(5B6E<K2DZSoX-^h|im!<u>^c%70rw-=t<9E7f~E4d&a#1>v2)}BgGvl@
zd2apd*?+5j7cT+yog5$tsVYAwsneAu<dbp>EX864u(}@b#i~kl;!0LUW0D>;sSAES
z4Q_d~J+%p=qoa?2MAe$h%E~f~!pj-I$|-NlvuriEz0KWBaX9;J;8KNsp@S6eT`L51
zlBU}pOMkx5p=tNaA@e)_6lKA@)gRAFOifM?w?0Sl8eUdNE}df{-eh3g6_8~1fT9Qp
zB7==drweXvAS5_c(VY@o`E)&qonkwY_Y6Q@6WIw~tpyMg(u7%q2QU_XQhEiZ#Uo0S
zzWTA&bv6ko;_u*P5YT@8BeFsaPWpum^Duy`y%GTF<n1jSgT<UI;R+(Oul;mi1fjcH
z0F(WAbtI2@FTI<q!Ide8iws_1GC)Xaji&hG>&#LAz%k`_YM2Cv$$rO|t}fi)8Q2&6
z|NGhht^p0re}4_W+>pTrYrpdO%?+7dRo;=a$B#vjFC6@iQ~&!IKWi6VY;A4rwwFt4
z0gdfbNBxUVs3HlM3xR1L45TDoLuXRFyLtZ@v=9<#re3NoZGGFPB1RX93<GPJGTedS
zs6Y^e0j2gq?tBjnS@-PZ+Blf6V6q|E!SeHmm)XstORpArV52D`2sIL@5?s3#rJ|>G
z+dykh7Hc0!MtfWavHSG*MFdxt(J#HEU3(<?I&gie`aLeS)L59_{d}^P60hs64z*>F
ze^Gy`KEJ;{&Yy@&X_G`>Tf=PI9!>R!W%d~eHc+mRq^}{a`RoV=6A6p03|vND2w+53
z0}9s|cU~$OWM7QLT~9&W1+p*Q?@Vw%DuDFpjLkfnu|#JkauVD+b=h_nR=w|znVFdh
z8Q0`E*f=2=`5m!|pPwB)=QL8vo{6$KK643S(9p+<<g8Ir(yI)3n2?a5)?8eCy0o-Z
zS)c(~E`Hf}ObJEdGeFjnh_-ekSJH+-rB}moJC4HV97I7cR#5MnPQNa#&0f=~)E^e3
zShnp;wb`0;;);Mg7NY0=DUzvR)N%~L!_tR)ffGwfC;?D1D5WfvmA{v9>bY_G_MhAs
zEfIOS;BB>OwTocw1JPW=9_;uGSI}i2^yba)VCUT2+%n!2yngKk&1O&#&VYqvRA7Xb
zhLuYmJSnjOfSv5JWx<Y9fPq_>MK6A1Qqy2!(;$Vl-~a*ariZWig<BZPn1S>wIAHFf
zSLrXnEwTRAZe=qb9v<KDzKvDoY!SA`7Jt#3nGXeg!>{-i6-um=7d&D9gp&A%uE0zC
z%=*)hUp8#<;cler05$ambux4WO$vjX@m2j-L6O(EQG5A+hKjo2^njnA*dQP~hK5P`
zz}<9|*p`rkh^HtfsOo^a%R%^4_dg~;4yq*zF}SoS-0JQh;AkLh7VS?znKtRd!9dy&
z)I_k*po1x)(7#Xq{yWj*K~I?9{~1m^SPj<i5Do<itOqOJ|0s)G-M)6+I)$l`ZmW(r
zKeO%GBi#8H!>$y`!NDdQA$KES_}L07z1%)k_H&FieHM%hSsEf=J?^Xt>s66^Q5iNR
z)VZsWqR8JKuu<l*!iAzjEtA)Gf)!k~{MIvX@ZK$@{QT^hXW2&U3wLl0%E`OQo%a6p
zqVMbQyL|#e3L&)z1J8}tJ(OqTuI~yA;oVhi)#K=TpPkX7Xr-e(gHngr>0B8&_GK?U
zznk{wPhz^tZ^W|hD~!p>aU|Ro*pbLJ_CVuSv^^KwWQW;?HlL7=;_V-`%1-OAV07{1
zn$XL<K{;C}`1N7Iz$KCXG)ub(zv-BV14bOt^IqZW#81rhPpZe38b^P;ZyEOEHer>y
zOU)AjQIdIKTpYFGe?;E>a_>JUv-e!%tQ8>jb3?&_q|}am#IgZS={=Z3;xN^7gar=l
z=zAR8mekwuE`&?_C)<3{)H4JdN}5ULaay7QWR07yr2W7(DlH%T!A(n2G_14lwubsL
zkI&gG5cuK9`%a~ct4@nj%@Q6Je0pH_uVA@*j%wGvmC>6+IwayWb3TS$Cz!6qqDr*U
z*rLfOO&<aik+m$wYvJtCYBUst>xH|?Xm)nCi%O+#o<J4s<KrW>Z**05ZCw#h;KYRv
zcWre=kp%Ol<CysvAX~n2_-@5+pY3!Sy|(IG({vUl(qiuErBwxV2z5WXJj6UHj5p@+
zuUkkpywtF9;_c1!hw{x{*@<?*jG>MqRg)f1{~h!zD>0ny8nX~M<*{Ya;W*k;Q3E3!
zKbYXc!b1Ig*A<jd;@d}?L*;Oe{W$Dmf0Fhnv`-8mQojSyIM(~zQ`cc?=Te-E<!V#9
zNW2A>ebxPN&~N3xYN}yDin3x)mWDrm-bByBl7Ir!07Xc&%FAc09H?#()+>i`DhWG7
zC?iBp4p!FR@k<(@K3ZznE$64AvNVT_I6c?qXQv2WW!SzwwwT%BEV;0Y7cV-0=B|Q!
z8a&>lUqS`KY=#Z5^`&DG52%s~&LL0bOIZGa(4%4gVn4HQ%KB$*9DI^l!D`CG*!7+?
zD}aZFKZ`%l`sbzJy}`?bE>?=E$SuJsqt)MfDSfpEv$YLfw<4}3wm*pI1b0$A_|d#~
z-?1o-K}p(bC7k;f<BoYK)k48v(75D0xOM4WnOWPms(^APZcrj|eGAauf{;CxVn9RV
z`op2_JR3$!+Nn#)%=>zgqw~dOa|K?YG<BAyTYSB%%P&Kb%SlhFtY&pRXkEX7m$0#=
zL4x%1$y%~cxUPAN?;+2@PjpBhUY(CgdY(<AAo&O+hqxR@EM#wPZ?em9Sh_AikDN92
zBpE`k?uSTPoi{(u1AiUozI|uGeG1!+gu?i!0Mp?3V3RV~-YiKU?!dqO!cqTp)T*jb
z<?B%e5W<kO;lR}*kHyBOcnS@<M7Ohk8S9h;I?il<4Sys#GE)M}7-oK#3hlqjr<SFe
z?8-)`5%<h2B!m%zhNV0Dx)b@^01twcT;Sp0G##%~)+*Ia5@K1RmuNB`nsB{fB~&x<
zQLyU65J7YY;`9y9T1wikw@T9(RLBCryT)3|FO7P-53MO)Eyh&|8cTFy{>pCTEokC?
zVosS@Bz~u9OTeGAFq$a<VpzgGHv4h^(p8C^#RDZhO2p0tU{^=1*&OoWz2NDU(b)sG
z`sUw%xMgJwgmhuc-Uo|e&2egkcEbiAR^pq7IZ4%daLLg?!@Nh!q=Ol!L(Mp&aDOX2
z4YSSPf8`ncN@p;bWnwPHJ8Zfd;+OaGF+efmf`eY)_d4wtU7anf+fFSp_O9xs*u^+y
zXp)NrfFkM<@JV@s#?ou^Z+17O{W8>?Ay3?d@a5Km<t1H_kgG@!qN%Cr-!2VXo?;0t
zqnEe~h;k0EF?sCvo%arnSokbIuLD!l`~RSf;WQ1vSJVLGyCo4|fF7rEq?UK-1BBfa
zm?dxm&%=*U4-%D_`s1KNz^eH6Z%?F&Hg;wx>l}hk4e@h=#07dQ>z-=RauLn5UOG)Q
z8z?yAM~2c*plgsc-BdBTKh(-v+JNNAudYWU+K9omrQbe#vuhyj7s+anX5-iby}))9
z)*Aj%hwpc=6F6BIj&RaKhy)Y`M+qulA6CMgLD9GT$0b3{?E~Vuqoad3Gxf4z$-y2{
z{QD0LT^~ogRX^!*fTLBt1L8*=WY-acw7=FYm6#I>b-ES9fgB-cb~hL=KVEG-UMoEC
zUKkrK#RS)#fHMkCZkX4udH?+;rG6rPO(}+ra^iDikE*My$IAJt$Z`mqb^Jl1%HMyO
zK?RPET5w0vPz7R8IY>e{05*>xzFt_Trc%DwGEeZR*d!o(0fjj_4=o)P8fI>-Z7PJB
z!Q!Prc4Bf5*(z`?68=C=)x;~#L*KVEYa912^qA(Lyx@l%M(_aXFN9H@o`E53e4v5)
zxBE0&RgYs+iz)%nSPD8dg%wH@7U~+h)28wGNB<!x5a^A^k(^}5CV?N`3V9UF*y!ID
zwLU)+2aH@_+9Z;r0-9a_eke7L9|qq^`X7mX6oyGw3BrRC;VEb2Ef?u`3%oplf=LVQ
z*5u>qgEAZ^;1f1tM>?B|eYR^+xchAF;2gH}yj+iS<D9^oP?iw2^p&rR+Y{`6Pebj}
z`%JDOdlKQ5VdKW%B&HEF#v!%C$ZtU`zeEcD+p`*lc^12eo{1?68E61TMY*$QJ%|&F
zScOP?F?K>2%xu*0?^`BhB>Va}o<0#B7kxgdhEXWSVz7~k+Z8Q#<8L;d>-ARFEFEZB
z4t^)Pr`Y~zN;4ttqKaw88lZ}`NUI|(#yUwFz20=pA}Z2;{QvL*+F0VO0OF?5qiHrj
z|ETvq)#@onP-S3;`m$TUM=ph+LoZn2TqzS<DoSb0xwLZKUO;kzIr$MQVeM9~UMCB=
zlXRd8i2s$ly{UAu@bdc<6HTh=2~O-k-lTxb{A_m6#-&wVxHx6LVcAZ&GvR-_FP*_}
zbv>jl(pU|{0*s)t+XM|u>fnDff((*IAXDDYOKZ7Piykf?C~CwmDmu|@@iD_90#7v_
zMao`o?xDmckg-ufW>BQZ>E13E@pf^t{4Yp*CQijUbW<uL5|R{zzFkf5>zSXe&xs8G
zL6Sa@a_iHxOPlLKL-tzX>s%7hcVI^!`<zsj`JI=irnkTY%CK!)jN4kqez>nPJDiDt
z>*v?+7!VM!PXd7D|E)5UmySubBV1dusJlauiBao**_$1dT}<m6@=o{_xpiK9lHt*`
zozl1U5S@hkZvX8(MT4s02U#1pQwsLzNSt@)XgoWSKDZ!dephR6sm@S&x}~<Gafc?O
zr1@>Vo~v8s>eH_C*__}_%BG5bavXV6_0w{BFyi4Cf2(_&3aD<}DEc`pZr^fq<ABkx
z$q3eD9?_Z4NyL|&onxWg(N+2g&TiW@TSLQGc==c*P>vF(8Onb`{BGX_rxH|o=q_hC
zI5;Y8;XAy;$P<qz#kGHb1rv{Qd;nfXzir#V$PcGZo+Q>r((*2~9?_myb07#%Jpl9Z
zpVD{(f*kpV1_ojv)!{!&yC;8Ky*e7efP`xp=>yIF@+xuFdU<V(l;=2BY5U&Qf|lcP
z?4yXgePbCkdfB$^Obi<&-@gpK7$`MrQFP)CTg=sbA+~^hQOO>67X~+QIm@kZ21*rC
zxW7;19`CN(BdJ34HnGW4(hQP26x|EL3yM!9)pp6c$rW3QRVbg9@lIEHWaIw!kL?Y<
zqbr1i)XSMRe3e#Ixh>CWE~tL8^3>r@>f9!)@T&ngD!qIbrtXdg@86h^bbXlfvARUA
zJ|k6Vhvm_z6~&6PSFG%sc$ja7w&zGrNGsjmWOaovCt&yyn{}DClzhqXG`GNx4Ywaw
ze2Uq~ZXkSleL?)Dkh~K1oF_LPMIY{D(xh5OcQH=|@<ct;;}q`H&n=Z)-x~9qUctEX
zZY@2L$-lX_xO+C*|J}7!Eb6G`euu^4s>^<suvO}x_xw|h!sl<EtsN|S<+_IyjZSCE
z-JshM>wIv?p;95Nt=gOZn*8zF!iiHCDJQxY%HQ4Q)s!qBY5n%cXz3>L-9$RTzo@Sb
z#QvzUp`iTZousEg12M2qf6TT^DhqQ(BX6SEbnostv`}()4q9iS5$qXo*iwB4yM#V~
zEvn#BGx5f_{I`xZ^jy}Td?e2G+1g)X^jUm=2oN^X?B8U@(iv1NcvBs^Xk#DVbWj)3
zT#_rYw@kSH`^)LC<sh0r%7jX>vbq<JE3rZUv)WsuNRRm!o`kzDtI8c;q0McK0F_D%
zX6SH!^ym@lG{=fHNakIwr5|pu3OpX<f4NQR9Y@#Q_bXYlN1ndcU9wm#Rb-FzZfAkF
zBhn_A&#X7fknhp{lW~tnDfS6keh#5A?XU}J*@9q#Cht?w_y+Dt?pO-ncKIU{`IJzI
z_r2&9JrCgwPEmP+uSu0D^<%LI({nfl`v8NyDs<)HnAJ$-0p5p!y`^L6Eneh8=OhjS
zD5&vEt|3h{k=4T@rTDVL&Hru@Y-`-y@vccrRl!l`7qg--XlW-fxum`56SIoj8uBSk
z!|Tp3%L2Kp3+b9z{P^#4(f|93|6QwpMZ5SP-Y?0=Yx2n$jDO_xh3;#hQG~QYp=~Eh
z<>e(Z?<5!ac-xa@oHil}<03J&LjkBkUAI^apl*Y?`6kMn#2pJbdyyy>2>U=>0O+YA
z-Hr9YmL{e>OQ$4V6O)2;kFlGv;dI9s=T0F42$V6!oPX{<lry0z9V8;8Y*8DnC`EKe
z2<1;=hQaZZVpC3z0+4JiZHGRSW+A2{FG2iRSbT1x6?StxXy1Ml;ipw?RQ8x2D3;=^
zR<XM_VqIPlD0Gr97q2I&oO>8zr9POj3_tXg_rl;nijn)5|4Y#0mGZ^sAB@#{J^udb
zp!CkxSOQ&8<VDgl<iERGTT1-S%JWKhcCfm0`0o-rE1?Rq@9hEBTf56X7<fqed>-Wm
zOK({<Ol#)r?y=9T<^Wr#xtYJmJ{P5Op`i!sN=?(bLl50sTU>X*f+<aiwMM{rD`g#A
z2AUpCNoOyA_i8hqU-D{yTVTs5<nij_wb512JRo++EMYBM#v48hemahUrhMP5UB0TV
zqd}%(b{%>@E-U$Vr=%MSM(ASyqy7*h1m~pyJp7TUc7*Q#-}WMG4<_{ju<asyed!tB
zU*7dAZhjQGAFMdpN|<=In#zDXw;HiL7%0Zr?!mZ0<ax(24&lf2u@?Hym9}SIUSXg+
z9P!5^Ht)w~!wvo~I@lT7eZp@RpXe^BuG_nbve(4_gjum<RxOzH^E!v&jS}IPl3uU4
z*Xk^_#?h)v;r3ktJH5!WC1!y_EKfU285izsY4?wQu`xoS%P{>;z&+EVsu}kFv+obD
z3gqBf7-gi2tFdb8t?X3XmqBr?;jXk0?sb)0c|T^dw0|U3OJudgD+li(|JaS}{Uy5g
zLY?eVpC1=I4u8-&u5nG6dE;*X0%bOtdds5i?i%dJT^^pZKe&or(X5CsyRuKARCMHs
zmfXoI1<Rru$4B1Vvz1R)x(_6r%B{5hdNAv^Z;e)=&wMD78s%&t^+Rrb7FMWJ<9NmB
z=`fkQjzPTV-TVbH$+hVpq&fc?ug^W>6&fub#!*o9E>~Er@=3*io7K-5{F(ZQ-T9R4
z(jk!ll+XvLoXPw+?~kugJ&8&tXwn*sqC~j!?|8?jWgZQd=g~nuj@~@dvL<xD%y^Yj
zkN+MEeg6nc5z&`-rIwo&+_J(qIk4L|)5Z!hHHn(9sxNsZ%FWEPXdY+exjXhB5Z4mK
zd2PY7YaJb(H%@EQHPSJa8TU4`7KIn_Iqg?X>`JWQk{~7KvIT>13fwRMYZHc0F^{09
zx;a0q4&%S$>E+ek?LvO`9!NjoGxmym+aaU%6HmDXW6c@h)1U@qDGL@@oav74Y^-of
zSvHl+Q;4UW$`t%75sfS}7VS3Ot>Z>cD<`L?qoI=$;#|rRJt>3*yx&9=Q6e&n%}-v2
zvdWQHvkX+kUe40)lOPlavAMv$bq4EM7a(Lo&&U{o;TLBpU_bwYN0uRWb)+klu#1?Q
zU@@+QZc7lSYh#x=XZ4)_7Er1bBGfl2UP$B6v74)fI?;V};l;&Q_heX>!hJ&ss#aG0
z_WbKx51U?0t<w1D1=>two_(2j-S!%&Zkb{b-}c@2`A_@)zPlS~{`b2y|GNg*UMi#$
z6yCvH{Uo%cm9Q8vbM~&o*Il>W`QA|Yf*(eGrH<P%CsjBWcUihj?DBSV4I>=}@voK(
z7q0VDZZ~8WNt48rD+gF^xEQWXr*JIfWD%J0eEi~~U4&-m22%`pS^U^{k3nT`vdaF&
z_sthy`MtN`?_HqZ`}zL)*WALdlcq>GDofG01G{G}^cwCXC;-Q=VS*GY7vjvT2ojxH
zt+UjN;hNp0@$ToYqGj@^0u7I($Fdc3_K1xFV}O*<^xa(a1uZ3*WKm1TjDX#_Ml4;2
zO`n2G2m_m#N5e_(z&PO1%S~$udMeJ1TfECPVk#)!as)QO9#1183%Hj99)xgLXb|9$
zAi@U_;Wk3Qq8-S3n>ZTJi5D0xw?3?Ok>^hkY8jD!xdqTvQ6z;!{n^M`0?iB-ACd#V
z8ymxozkH&4!A|vTt*~3e?=IA2M7kCht)po2Ng(EJ^fRJebm}qB;)=Vy@>*!sz!he^
zAIVp|_dwyNt^bs}fjE=6BN%g(fO6mk_*>sxXeg@$;Wz(9pJ-XwaA=nTlY7)!{Vl4x
z2X(e&o)t0p{IO#pST(+*k^01GHoJhEX?-dGl`D-2`cEj@ntO~NnGJWRpKad7MEPWz
zqZpvCemLIUw=BJ4mv6jTjcjU0uz7%Y#V#R_1(rwMdkK|gJzS#k!RHEJOK0i=4@@&5
ztc^SwGl7E(ZJhVji*mTVx?tpZ&(GcU#UohQN|7q9eK>esf$T`%D6^HAM714X%kxV1
zng<lVO8fdLFU$dx$Jaq9v9SgFum_%V*Y3|2EqGoTQ9dbA+<4dO?aE5_6TIhwmKcIh
zrh7Sr1j_cgEjYgQh?rj(9`hP4Eisp|E1$Y@W_rQmtvueFKPf;y$U;m)F1lstJQc*O
zWx#mss02kOXzb6?KJ;Qyx+qnPgu)~3^dMW}d5z~6%d!o}iW^{toAGc-Nl8pOeY*AK
zaVyBT6OtmD@0i+I3<KDM<Tp|oXloD0arV-WXi8La&~Nvgo%6JyUG=BM+i96#vAFj3
z_L$a6Kv$4#7#Niimr7aynmA+5LVRevKk@CG5*c~Y1nuC|?o%G7V%CSZ6Rr&1?A%Rz
zZ&ES&lIXSL5T0UC-K+{+FWYM-v%>DK1#O91fc(+cj)3EPYWS_-TSU8Qk6&t<<H|Dh
z!;xbNKB8{Xlz>c3CJQFEgu^9y;pHVasn3{Bp-9?;vKPo4Kj{AIm!KHu<#v5Kk8-7G
z4flgvha+6G3x!s7?XTq6X<{aGtXd#0`|Xvikq0*pU3&9V&cgf*;q=kU`W)j#KtRZV
z?S5dXJ+6QeHG!RLK!~hdv;Hc)oJ8M+Z8ZW%;~M0~Rf<cQlP3OQxAH{^IZtL$GQNon
zuNod6CJntx@#;~y3P}nYs!4yyb{5DgWG=_#*H8A;KpQeDtm4VR6Ic|Ne{*Ikpd*Yz
z#@s;aJJ3Y^$F8tS+Jzs{eYiNdfGwORo{mcYAnk8=*u_wgUH^q=DZkSgyB;_DPP)%p
zd~b(Z90oh`0mC?<xj0cfNfS8~j{PqjX}I(o6Nzly<G3A)2E1I1Dq^mR>h{Kn02m!{
z6_0RL;A+}m02Pj2Z_IVdVs@Dwz9EB}(BL)8CD(22upNMdeZWd&X?N|td-jB1eDoR~
zpj@|KXxi-%0TthI(6|NZ`+@Qu`PS1QOyf$0*vivOFPjf9pl6z8pB#EpPOn(8g7)X1
z&x5}wqg}F-O)!j#jQoM&n()Awk#)5;@;oZYP|!yaD1$S~5801hCG;)njY12}*z2`C
z=*Z4-jb1r&3IeKt?bnOgO=sC8y<}BXp1|z?9F`=avlFKvBuvuXb|kG4gF-NNA`){&
z;SVE&(a6Nf(JAt?=yxJLub`a`5^{P{+hScZDu;OVVL-+xSpcg*R(-Ugpfj}1ar7Qh
z<6T{8i1U^l6-?VOATb)vnDWr5tgzo4g_MputD&(O;#??vSDeslpaxf?MJ=#OPjmym
z%!>9&%%VFMaW1(2#0F8K;t+e)y+f_0S^Nh<9FoTSw~zP7;2SOW196q3YxkC)t*J#c
zAju1}<{~jRg!uhK4HisJV;ROVG^mdZkitqr;ChA@A5CAaj#fz2=ny<g^iu6DxCOA@
za1}qXX!AwmRtVl6gI}hLcF?zT5)qU5=rQi<Is8K8sxi^RLW~7q*I_8*G?s|GGSlV@
z=|k(XpNC8z2{es)EXsH;0Sn(Kp`iaF(SS~LTnk5xma>F|TJp*CjCsx<2haybA^l`f
zEz#AdsWrTp{_4e7&xzd`^Qp*0SE3n`VODS}29Gj&f<z=^yryBi97E5Q0Y-F??kY*I
zy&?FiYjE3Oh==R^{EP`T0MELPw2EUmDFNX2Xeb=Rs1<sJ+ed?@(6~qs9RVDQK8B{)
z1MZJwHeDnp&P}68BGcMLM@n`JJA8}9fhI0dBEylS3#ugy_eyH_$|>S`A(PsIoxb^!
z(LLl!k63>$d8A&9aY1NERr5b&QctE}U_z+@q`2wHPEX>R&_{g3GfW$~qLqK|F@||z
zkZeDCAm5L4mtg{p*mz$}u~9Qwb`sHv5eri}iNy%j2AOX14uLX7yI?ixapG<o!_LO>
zsfKwaTFYflk#u+sWe#wo(M0P|r0`A`5ezZ)6L-l41r&yvZu%rB!N5R#qtqt`Qzpe^
z8Y}vg$pi#G-ST(e$F)(C4I6n8#bh?^IZHZSNpRb;B@#a^i(#uazIw0`5hE*_IQ<sZ
ztW00e;`sGCS{qWV29(Hn3cQS5DTaIz%84{PV5&d^zCy$>W>NdDYprC~D-jjl*D*aK
zo+#8g<f#!auhil&T{6A_Jv5Y1So#+oQ>R&+Sp6$<j9wZw2`+Y_5<?WMAKmYNbq(`%
zUDNdP@-2?iX3SV^vOtxji(@FA)iUIPmbw;042>Q&LmkDmWy@7(JawU=%W#<Lf@ll$
z#FQQb%#W<n5r<S*HO}xuR}#j{Ji%kk8a3;2SU`X<E5Z_B8YOmXIok4G8Db<@*>++V
z;wZ(V5U(HuHqoKggGbTtIFFHdx~TYsEPG}3V$t)^gM~%Er2Y^lOJXu;b4Jb7EFLi4
z5P87_-yrR*7+4D2S9uV?Pms;`<;$0qAIMPCRFk%O`}IGYp1`c&*WJw}q+2hXbrj@U
zxW1;yhQ~ZwL)#w(1Q<?FPCi*|y@2Mdvl;Uvg^=7Fqzev|llK1dHjK}+D1UO$PVE=d
zm1vGG8k?9nbjYOj^TsbgpIGB6gL#wFa8s8fCOtuqJJU8%`(#zjK&5uZF6<~v#-pu4
z6NOzo8Q_LNj|Us#)O^^-f0*j7Zd)T=!*2pX+yaAvd$4W>_I7r@L^YrSZ0bnzrWrL^
z7iQp07|TGxX8ZR3G>b2KttyLgm%5lRQ-OHskDz{#%%bDfq)egt-8bBK?#sQej?Md4
zFvA#VPr8Tk$eu&Si@{zd+YiTomjoQbkEKqF!(N3TVJ-G;WQ17l%EGq609%JuN`a@5
zG=pPg9Aegodt9_7>~O+b%`cQsIK$o@@Dhzs5+ow0fW~yfgP^6QHTP$Sxq+Cj;8Mom
zz<v*(eX4R~(&(r<?8E^+W4iZr=5^NZHN?cJDCkHWP*XspnQ99EiWmu(t#C0&f|99)
z1vGqc0A<5vV_gIaK%+8)OhO9RC;k!c87XOLMW8BY@0DFy<QPCOCUZxmL=gBfamrLI
z_wj-?Mq~Ys=^QMFj6NzP<b3nPz#Aw<i4_s}#pL$IX1|^w{OdFfg$g0ZSGAZG?`TkD
zH{E?j^xWbE6If#Ei2nkeM_~L~r_{00NY4mqSxIX)FVms6;P7Cl4XK;4NuWUteP9jP
z6M@uD3=0{9S0NH_Vc#2aYb5nBy*>Yn_V>7eWEeF`8!e{E#VrnaCQ5szRSausadELu
zw)U3BBHo4Judw#@zgojmi$g);E18Z06L`h9R<Wbn7Ga~iMj35y73{(UCm6WNcsMhE
z_TPT%@Z&!H)^Lyig3IlM(CuG%Z1gpKj+k73&5EunGOH!adNA4a({X?eN$j(07~=sR
zTD@rX>ea#vE<JXS##uh9c2>JtG?bM|Au^lJ+_JH*xcc-($!zvQe@ub`hHLv!fh8dq
zbM+O?r#(lgu}63FI0SrRk|b?_O;bOsoR^`x>H9V2-m<u(_4bqLRe)?Vjk`H$6r-)?
z7g(GpkAc%7gPqZsIeBAadONeqS6g@O-qa@J8r*RTx&^1Er~6?~%L>mR<4u4T`(e(P
z2c%ViO$ix!rzhX)*e~cyt;fJYVl#npE`64$(Ew8;!^7{<ci!9F1JZ9A1JV3D1AN=g
zY++&f;xSxTG8r+2^(F2yWlg)2WQZG?gq=uxm>uDpOujAae~1nsA6;{p;?Tcmg|Q83
zqmNCjk83MojysG_9NgTMgE@g#DJ3Z-(`_%yivh5#1h1oO4K-X#ssr)`fGz0`CtfBD
zIm?X~alJua44-R8^EO+w7{k;eM@HPG&%w_X3pZ%Z;PyDoT_5#)a+i^(9(F=9xP5s_
z-lhAaSP@CNR4R)I<KS7_WMt2NJbUs?6*4XLNisr6CNuNK(08CY?uZeK=h5~=rrVQw
zU6>@F5TC)cnqC+8wD`vYu(vUg>^vrt))7+~S~L1#kt3~oaAHP4$|R;(G(D33&BUCa
z^}>PL1aPRxv|)5zdSm$jlIB+{t)kDSW#BA9RbrAe{+KAGNaAyedHH%|<`4$B2DUv@
z!!_R9aYRYbzhcT~82+@rkXy`h2)5%N4HBY2(n+2@TT4tl7z9Tgu6boEM@}Nh37B`C
zAyfZgA0w%S^5{{D-Kg%WRjZ<qAsR%G2^Qjr_<EZ?=pAOK#zMX+)9H4)awQa|!!@Fl
z?KjCJL6|^UqcGQVaV9)Q+#=}70NG{@317cai&=AI<T;t}7k(}{9%en_B_zXbGeSk#
zF~jj0nH2!6F>rki^MeZA8e%}h@s;Mu8KbOc7Kudvgd8#QLWGWAwRSU^AV9<?sOBAl
zTCjC8{PN3F?2jnSw<TDQ*b}|huhm|)Sp>CO;TVyp;Bg}3e}Y`*?Q*_-G{DOX1S)LM
zop+U>kN&6#1ym#?Z17}%J<hC0r=sP{tAi-B2kjbU2p`dl(PsnY`?H~34xV*p=lvtK
znDvdB{HMsmLEg4)w4<U*!_*$a#3H}d5x4X1w=4EN$K)XJqt{6nE~0QhELIqlU1Ody
zNLpCHoJ7M03by7R8S)3PUeI0bfwAH-Fas?%(xC<4s;~MaW?SS8DRLe?=8vh4nvTOK
zA)Be<cgez6Mh04eQPOD0#vBpioLuy5Zsk8i#suIn4mmnwWFrX)XxjO#E)fug&S292
zjk((P8bUNm7q_@0YsZtJhWC#Q$pXRQqS>JP9ae__t4$MQO2bI!JuIjv;rJr6|Kbrf
z-ttQW9-bz4O^jA#lOTB_2!B#SboOfjamY70wzjtV9lY#L$SN|>3E}u$Q2km1-tyQ(
zr%~Oxo<1WXaUP9`iyIXewOFD9>dC?J)PPi(pg#lftdGV3(!xG!&Q6n`(z!SyW5Wx?
zF=C>))|~zl!(jN)oG8(eP@PX_{q3_VnXdxWQV+OtY?PK}<fp{}0k(glgpVSb8_O*x
zCzlM|N)@%EY2Jcer3ea+Ve{s2Smfy~h4bmoV~{tFg3e45#tq((*}!~bc{D=4z!B4S
zSIl=ya^gmg$MxmBVtTdd-wIta4|?%q-@WB23^e~&KAZoQwC4MTH!Z+BUQhb=+s&Nk
z#+6C=i9h8*jtk-u(PIfh23FYHJ4QqAN~X(zftyBQLZ+8sVo+~NgC<vRGI&>Rradn9
zKhW4dm}qr42Zllc)q?<7gSuE%dCV9><7e;~s(P}<)5u%2!qPN{J|JzUp!C5GjlxnA
z4<%_hMxo1K3IFX*MluROqzFK^7Oi1q76k@0`G8m{8-<;ocv{i?Eq9cO5FhEAi5vgx
zmjAE)Ar+q~ASh<%No~x6R@ipP*plf8`geiu&cUEg2nX^9RxmF9$`O<L&VX?}NNC)b
z;nSriw!rI;IWc7ineq2K))k~*8dA2{2YH(`>ypwRuP2-a-0I07EXsO<ryltNc@L;}
zkiXD^IWQ!aAkb0gVHWIBH`@Z+CNY)5@I$ESL{aC)I{OUAMB<W%pwv0yyd8f7fy~tx
z{6fYSBY-W>z$3$#G52GDm&p4B8zVx5V<62U@IW61m3Pmm05Xwf5k?3^7`7ER2A*h0
z3J&;Ihw(NzX&Hlhi05Dd;IFkP!U)SKq^zua6_$NMzDS425iux=F*?TPeiQf-6nEqJ
zTL4{$mFtBQ2`>liM0#D)hB4Ww{F_zY*aywNExJP!=HjZJQpS~2pc2v@oh7O<js|~O
z1U|~KGUhcju6iNx^?dya5EBD@Ne4GJ=ajk$BPQ{IKOhAv*~!G%4qI?-SOyu>36JYl
zka47&O>C-b6Zz{IB>Vjz^4<d~%4|y;rrT?173^*^0)|Er5L5&uiKz`pQgTK`5GX|j
zK~XTYim3rDGJ>ceISG;^*`gvvlqgA5l0*eWBnaQLsj?gA-kG`Igl}g3zw54bZ7qwc
z_dV}9dq4XL9{~nDEU3bykpeNO!Gxyf!HMpDc;fo~+Ng)ue_(NkERzV!0AW2EMLy$?
z-zI|Ot8}aG!byB}>W)#$8oou64DD@%zGr-Xdu<RX0}U~0-*<yMomM9p4P=jlG9i_K
z9{Lo8Ez8tyMPZr{4s?KAKwmlbs(it}BxVP2{n&#odGdv1ABYz5%+oImfxZx|AGtc&
z=F|#o7iD+0Ojhxieo?i^2xk_~s}Q6%DB3g!NcE$!l`$m;`l^1A!Gds=$?k^=T{5t@
z84bxll}1$vIOm?tMS<ki7mj};&V4>FwKJ*4u!lVEu=1KEo=K`u00+7lKbl=S0f(SD
zro!jf69~B?FEUqhee5gVG9w&_4IQ79kF<6B_I8ku3s;km4Ao{Z=p?uFL3A`@{!?)D
zu`amRel+NlyAGV>sO+-B`N)gDF?d?wL_#CTVHO*bNx35(YWO%IV3W52+j?%VjN;8d
zb_lg$?X9AM)gAR&S$RW3K$_5B9=lTK*jvDi>Gbyw##+|F-d9GaAeM+x`B5&eSvJd{
zWnZ*-@gGRhKw*^nDg-rD$liJ8U}h_&1Klx4Ig$_B=)vT?=g(J_mX;RaHu+LV<)F%x
zL5Pa?OH_yqFL9&lffKMJL`MyH#_nbs?xZ=oV1GA|>kn2RTx*MOB;J76S?!e2i7{-A
ze~$_;wV(>7Iut%)Jrsx)glI0y<eCCJ!G4ILT8*?4i*4Jt%jGC^KbdKcU7vC@yk!t|
zgb0%3oz+cASy2)#5ScckU^+;tC7?1NnQsdk<C;Z_9zl#8q$H2B{9|wLnp1ski0DyK
zky`4D=it~g-0Q<TC6J@iVj~})IR__0EM=`EV7n2|IRS}Mh~OF-8JU{e*iX8SsNM0!
z@I}))?xz}d`DP-f2l*Xf@~1sPVQvj4s`WWCYwCkgg0ICbKKYanJ+g&8X^ItKE4!vW
z_8RswiKV_cvhC(4<Kfa^%D`E-R8plEa=gISrY19mkHuSLy4FBFu>xDC0}#8kCtzCY
z!BZsx4eGdr6aV|D6w=b&))<}SF?xU6rkcdrKxE!&R{~|MH6DXq;Ks!2)-^n-YR+;z
zd>Zb?l<zYC#~=6510_>vYsrty6<py}=uir<Aey8zQD>ObHkRLF<+@kf`_>lUm}Y-B
zS6BPfr!m{Bk({3G2!)JI)I_e=sia2#yd4&2UVx)oer_+1^hPD#hX+*76!6K5L&<d^
z0EQvN%Y*tE#bUvypVy%|MJ)|=Fln=^+2K|J4JlC@yvc``f~>Gt)SDS%t<;I<+z^kt
zo_b8RcWUGVD#c(*B3F}ll<bV~-FCvw`KWIKYF1`2$}SW8u6)@cIJ?mh5qD2qG&Xoz
z<P8wITI^GefyLWli10A_y3Fw|e?bf}N3RYQK7d~prIOKnVShsE$Y3cJfMSVgZ2Dcm
zP$r)epBLQ!jEhAUo&e1xD+i3O)LE0S3ypbDumVQWuznwo2eX~rkl=>XyM7P=T+@m9
z&562WnH?G0^!Q@e4~Q)%Brmx}%A)u-UkmYSRsE&!kSL%5VJhS}Wr?qC?VW3UjZvl6
z++8@Fdos28p7{EDKAxP}In5PhsfMSeucJzXU_wF)$danE<_vbChnUSEb>$16j<Mq0
z!tlHRHHR<yMx8P%6-oO5{z^Dp?(X+Y<r=}P6ot!X^gl4_y^FoasN5cdDVb;Bnu^0_
z)d=v34vO1Ezyfq2kdy)ycLV^-v_l(?zWo)Y71=i;W8o4x<{z@P09u9i`shFvY<u#2
zfbPD-Az`;b2ZqH^b=$|@f;sI&7o$`gGuJ+$Wy{)t5dU2SNJ@boO4pW8I`McooUmLe
zEe*$X2zA{pYus#q{q;gk65Vu#K&b<*j~TZXz+;i@KgiDyFMPPZKIxDFiD0N3#VOt#
zwYvSDwR)G^Qy50k{3v-_Ri6cFXh%m!+Ji|2MV?r=YW_tq<ZLGt+YX>|8+pr<1?!>u
zOt_}oc_+N_o=aB;2rqyV)>7+v&amXe9mN|9Dxz!5I~tQe^cZMZL8p(Zuf*06OWBn!
z=>nDUfw0E*K1y;E`!0+{l4VYPe0QVsC2%*HoLO*QASpRo_ES~0Yu+m!NASeOOP5T#
zU+H+$!F-HlyFe*XCTw+W0F{2_DTSs!hFxOIFvf3EdmeEC%G`{y^Y}mmc)x+!X}4#h
zGF^GX!66)POh+#{n&*vV%S0kDfzK3r0j7BE&{B*Iuxr_;uC}Qd`m(?8rKwvhS`u$d
zKWbM<=uYJkfH*V>cCHKHO+z)F_aUshP2M?o?%aW(y%=)1_`1q_qwhN4=l~qQ>E{Is
zjwzTNyg!({5RNS*DL8P;VOh=qc9cj!^D;Fpc^<;<hvY@!=S2Y|RK^hyiF2S83(Q6#
z(80f<p`k8mJwAnji*J7pJVaTu`^6MN3Lw)jN!)$D9OXa-BeDf2i=fCu;$M<jwF1|`
z1hvE;B3;Fy;)&n-Q%S_###TeE7M-KCH39Q6D7n~gK?5#E#R~6EJjDS*Lq)UxK2L+h
zfjgMJ6hP2?LhWIGWgn%?+}|{7&K&zX8I!!zAUOp=zu(e;>XxL*)-{+Py@MY4$Q5Y+
zDjez~qR43isxD0?PS0Sp#taNsXe@^%mry{CN;tR4lMQ{kxC@_5NvF~>aiQK@IyBaz
z=M8W|LA2!=w1t=wzKd_sFwWA}IaL^nP!pW{#gvJIK@>U}CE!E}WV+q%^gY*DIs=#6
zYNXkbi4{sNABE9jTL485<pcjwjz^QkW58m%bgN%M<ujdLDH%(|gfDY8w{HF=2&hjX
zT%jURXMVN&B}>~vGylfZdWL{@0RRaiJ!XH}<~H00Pn(--q@|^6CRHG^0&Y=;(Yp7S
z<m6o<zywelY4Tu{_+)l}U;qdn^$u09DW#I6kz@phs1`v*%xJWL`crBJd_5ke)*)^w
z5vt1M1y@$Wj07J1Af3FK-Omp=jSR)Gh^!->#R-UQX}Z9yeYGKV{T#eoF}YX(eQB&R
zyMU(TcxDV9#NDWD$XXOG6#(sIvhJ*kq>&Gb%hZUKQYp-eXajmfGEvS;uKLolVHEC>
zS9{|r_#_t~C=^UA`*Jw)hIEtO8gr?HFQ4+$ZN!GcArpwv{tO~Ra<5qXy1nK&H{MGm
z;rgL`zJaUZb!bAKbuvxn&@SMICSp1g3{_49>P>pyZM3#Go1MoGP{(L=Ha~wf5TaB^
zFRCdeR5U2l#<jO`?D==ZOeVma`!oi8<micdDMZG$+3>hH*V)JC(Y-%1Mf?a{`U^@Z
zSObm#WTQw3H~N1<Qb~+JD8J<%!Z%QAy}*Q<;#BDL#FB#l(beAAA<|BxuA~7w_7fEv
z)1YV$yL|cb!7Q<MtUyZC3J{G$^}YhrS2S)75ez(eJ|n$>qlC#6W7bF-JUDXz<ZJ~4
zp&XEPG&24A{9G%+`a6ayClWOgXuQa(Ag~5)nC0{9i{Xy>klZezN+O{?9%=g+ois&t
zK&RAB(D$J<On{Db+bNr4ET<8uC0$=x3`?PAUkQO5)%GP9J#}!RS7N7)JoBa91p8OY
z+Yv(h3FQNa;kliwOm64>cW{BVwJShtLX8OgJS?zxMS$>KBa&A865Sh!PM%=v;DOVC
zxB7h?QEv|F+d*ZHlClhT=``s4g42zHH$YmCX}hJQQ-V_oc-*Vh?>h*~CZrI1Sp;^y
zLZw=K{=V2VUzF(I69SfSKn=J)gP>r5pTNB-#1jCf5(aU^5uwVT`ds|1K?vjFx3fBV
zwi#xrcE%CD4p$Cf#z-!;Ek1Bbrc@|U4lY^4nubxWc6x`Bl5MlEzkd`qBPDg$miKrQ
znt_rTDR>2ybZ1aWk^dg)RAYFneMzH^8B;hGB2lWGXDo~XF=>odwM?aiz)g@mT2h>h
z7iI&=uet(XSZcDi3po5rPcv?oZH5Wg#>F}t*SSrG6Z?}VPkd;k2<n$IP60~KJ6L@C
z+yL@2{V*7@bIluWPK3*f9|}APs!L&l&<o_{_|0AbkgI?B<rfvKvjiMB&Db?sdQ?n&
z1!c}m&tA1<^X7c~<WfTvUAFn<j??Z~`Zc5K$Ojz#Dhg|<wY{A&Y4YToAfv8E9E0^T
zLBW)cA*;-b#fae<t{)v~kyx8{m>VMw9~o$A*NBL)Xf}sR))HZk#f|{H^U+17biUu&
zOH;onpz;nlpM5b7EBuU|>@YTtO1%cCBpZ6fE&=;pjZXS-ChT8A(DC}N2|c_R^>Z!B
zsb1o_PvLK<ZN61wdK3Y2y-(+wNTNNk8XO#yt)J`-u6~!VMApSsy*U^Z{*HXWQ=d9o
zd#X`4`=Pj!!~w<_92&Yw`IM;;pL-uZlBOP=Ixy#Pe)TptfkR*+yr2*N%aSGe*aA!B
z;gwMH2_u#}4mj6*fUQt3Mcq#F;c5ejn#Y<jM4g0S&Y_2iP6D3DW^@w%rV>SokzZ0P
zzBJ}Qk6#c8Aj}*`Rsnj+N=cRe!(WDAu&8pgp!t(a2;4Q+iE4)Jd4<V>xs_E!P3Fqz
z26YP9YHevbfRsxg0JIYDKhMW(x4LtIwC$kwlUly)D4W4KkCk;~TU1K(yVuv^2}r<4
zX~v#!>%Wlewchm7^v60gzvFs+haPsc2u=e{-pJ@UD^If!ER?pZ^^f3@F?9wJXVA{x
zLsBlbkCU51L6Ynt{tXw`2@k+dX|;3V)I967;pWSujQ54vK_c%*+|Cp#&)F<dl{;y%
zb7Fi@is;Q1ckiaWEtz^XOl$X?*-k6Iul}uCBxN|lZbIc-jfHna=4}1x$MD;W?rs(i
zJ{NabaoK(~^TPKt{M@JOEz132{<8O#h~ew?UDNM$M#y&GV8MEbJm}XjuN)`i;C1Dn
zCZe%_qOT^?thy$C7LBc>bj9aQHqaP18?!mikAz{G&M#y0D`+M*(rsCRS0`zU5d{m*
zUd_gA9rDIUFQLo@@TBuT=f$Ili+N4(6~E&0`|k&v%h^BQ{~>Z#0Rma|8MIx)8;HDG
zJ8%Ac#jgnnlejaKXU;te#1+5JntU}v<;wb+k-&A@g@L|-ewF>v&>a>P6_x7!rV<-O
z(=pkb2OYmEf23BaXrPVJu(r0gUD@REBTlj4;NVFnVHx6IDW+DtUZf+dXBYO?o58DR
zPEjt^+`IP<EW{Tn?o?Gxa^m^=UO695$ZPkCK<Ad~-OvwXenCZ~S?q#If9GMLk7?IZ
z!0RwL5MbwJDDF)*7ntIpVR_mzuT)YB8ht24mILV~%mZ}(x3<Vuy|PT%=QhGQP-VAY
z6^$vzoKV$Vc<fufo~3oPAQBJpy560t{IiR+Gz?efzvtCOhg^(@ItalP+L(lEfzU_C
z?Qg$*-|mBjtWOJ^z)11~BTYI+E_RL2e`@yuBgG17Z-fHjFu6B8>}Z4tke(Cr1-sd%
z0@4$^lm3{Actf&)uG$||^BN~AE=)0cm$IxgXOIwsmI1KVZaj{j$BrdaFcb|c2yL=S
ztD|witJ6b=T;L|md;p#g_J=lX;^jDW-Q*4%8{Z<`lzkek>8paJ*aW;$bwk6b{Cs7&
z?UOrsL59D^W}_lK)1eio&v36ut`Sp2Oo6AMnYlR-GABC9?Ud0e(f|(?)EK;qBS=$Q
zyV({Qu2&HNd<TDC`SKB@zq@gL?c`RjR4aMWpRV0ejUoplI^$R!t)bJ2P57<z-ZH<1
zX$$h-NIzU$*xq+*SJyFFP+QcD?|W7E%ruf4=i&KPr?gu`DJJ}FeTd~?V;|ykT-*+`
zhAChT4iuJkt}ZU+dItjTh2A>36C)(J5m)rzj+iE%vXP1_!Pb>$2FBu-0b{8^0}Twe
z5+RjRI0E!5)$b%3?=<~vHvtb9VUr-E+`+e5-1<(4Ylk{6bkTi?t*bH3w^IfU0_L0%
z{2JY#O@V_L;2enZI<SBLa`=8T$^HQ?DoA|wR#9Ua$Y8k8;2<zrcG=RUWK@C<TF25d
z+%p*?MzA&DZ~9?i62b{7+Z_Y4KD{ldqP2{TV{l_cZKe6hI|1AY$CyrHok45=ywiTD
zj2D3}C|b=99B9WH)BaOs^k+`S*l)@iv@8S%_A@opThwHI_3z0q3M~zXuZ^dt=YZr7
z=b`N8<1-ZNKbi5ck*P#9p}h7!D<JbEwA<#&7akS0f-#}UWTa;<_0s6}v}eYqr07yO
z^n@Amx5-NnMOh{4*0H>0sMP4*<M?XqJLz=mW`s&EfJfbA(M&bKXD%lNhT)=u37Q)j
z>S4)+qxWS7(_;E<ns_k=&W;LRN5KXlYXKTI(ujrxcSWuuieu*aAQ+;1OszJQ>U<O-
z{gX&i(hJ{^ui+PereNSVR`aEhw?W9MZ0Cbg$5%YwLxJ_}`>%F=kW=idKj(S#Ciw^G
zR}p{>rO7*##^i>Q{iYaw8^D!qS_^t3B4fyu;?;=;7v4(E8ht#`9=^We;K~>j={@be
zh4(;8`=e9S-oQu-)%QY66sOv~J7ufqd%AYTM^rzO#gr{kR8&}45zaiU+}!S}i*`UQ
z1I~;LNEOZ<lin9wrIxlveR|<GTd4Ye+s(>PH<*37+}U9|h&X4vx$-jEO1*N=asMCC
z;Ws@yZY23_eZif!+QjIF6Aq_OXJT%(9xGZA?2VjgG5lC;Si7{fy+Gq=lfsPHn03Xf
zHt6PAOTUM>w0*$(5i?_kXQ4lJ1L!nl!34^qCtW!-7239Ku-njtJyFqWRF&nJpBpm1
zT4(Qa1V92x=Pp1o*m6k^PLyB;mtfGcUdS%P;{e2$DX4-Do$6KG1#(EE3Vd`ZYt-OS
zPHk@Eak)6uQUbtIPYuEtP24-rEF((_hy-W_*fFROhEEiV;R94xQ!|8f!Vb1kdO5BO
z)~TYfA_@ciQO5X&sPzE>?XdM?pIpU_r0?-Ys3OxNARrnzP7y)$;DazaBgkPyEim|P
zfHicQgJ|r=qSR=A2QWwR?=)uDkKeBtbX-H~LcLU+$gNtS?1PPDNrqZ^sUq<KV0%qX
zi>Q#$_7;CzS8A?P4aM6(qyJit=NXGDgI<E3jRE>gqO}2=Up!?NFgEm+?sh|Tfi*Qf
zjA3%~Wu$+5Yy(nW8g29M(`E`z-#aAsy+E&a?8Vl(mbfJ#$L?~E9o0Qu`AGH#gSEi<
z4pB%j)Jha6Md~=UKIGwe&=B%-i>Wg6)g=3WKG=Wtz#-d}cNCQ~hMb#?fBTY|lA5Z6
zNvL~diqA<*QO^t1<D^sU8Tea{doE77u_KVn!k@|fxjkMP4=yF$gC-t}$6TQQe%6=H
z!^jlAi=vD;W7TQLV^6~blC*HL@6&tzPPR(j<><_R+=HihpHV5R$);5&YtVD#Q*xG8
z+I|fcA}FqVbz;jHMPi{s6prBl7)}!K3tmj+6VcfD997lXnX^id>f5e-lR^U-bSsq(
z%0}Kt9ya?ijul8%zD$pJCNtpe!oKBPZRfs@tB3y-UVWDO`jtK~zLp*TxbFIgmCoP2
z;aM&Tj5=VFlf4SNCuve?Z#<md?VN5LYgcO-8eq<^(~Ve8x%LrS>ZLL*{z34y#>$|`
zE-YG0SLUp;6$$K9*#Ea%gZ<ClW$Vkt7p{AE)Z5VJ3i>D^x11nqcVW~=Xl@_4Uf`iA
zsP8I%;Z+PiL=1d(4BTvG1DL^-BD${j$a&(UipHdD2HhMO8C}W+CYlqzI>t;{h20xF
z7*mkO(+B*IIv1|*H#BnWeoE6iO21KL<~7B;Mz#STet}qOBBmCz$g~{0VSq>9!fVN#
zgn|cLfWowin}ZERp#LShz%Te|#PwBs%yM<(T(OPQx+6`#?8JeWY^{drJWjicN{j@c
z$U#S3DBHe*(Cg3udq3-xH<QTr2WN++mtF6i&0{O@?3~AvD)XK9)}6+DObVC0-5wq7
zSSlI-OKl+U6eB_nD<KqP(Uw3OG_gadwLPrjtia;UV5#b1u3yoKHHN)0cMxo=PcoTc
z)I5aIGqE--(ZwL!-u)FY4fk}bud7AuG2o7msG(Z@7%`T`4Qg_ol8M%J`k3>sjqUh+
zVj7zwvGFWw@fQFf8@o>s*#HX7Un$%Z9eE7MCQT`BfuN57?6X6<v<Mi8si~<aF=)`z
z)((L;*{usx9luuoQ&yqH+>NkIvRuLN763*&!Q)6-Y&^m@%IyGjqIh)Z%%~dph1V#o
z6v+%kg`oK<#_K147WuH1vq8W9n@VTT(Q(hs!v2(qz-=d@fHhd6qyHopaU<pL);8CF
z^}{mm4Zkx7m}DaxK&6INIy{aBu<}N7jWmDxn^ZshS>RHgzvb2X)Ly5fw&w*tQIsc0
zKa_3Z;puq~=dKcy<Oe{G>SViMm3k7h4k?)B8hF)czWlo7Y(%y6F$)jgVCUg8kw}!T
zJrJseW89gC9~-H*B?i7!O5lc<I$m49se>b|o3aSp^GxC>pbu!P%o<6g_5edL7~#{Q
zMLZ-BXvGvM1_ZrRbv|HQdrlYhx9iyIjbKU`yHt@LU~tOFs&FThT(^v1nDekBKJQqS
znRhEf?n()p@XuSn`0Hl${Sy#J$SJPwNH#Y!7=tpZ;%P$>Y(-r{N3!_CcT0?L2+;4*
z92NU3DJ)JO>u`bbZ%oI$LS*Giid~7$msA00gcB*W`f0V1xOctDBcq;deqB+Wm@-^4
z3WLvHMacw#L#Q&k+uhC#2ifK0$3)hdyl~*0Pro8@iWv1{W^0(vRg9(d07l9fvThPu
z4w{8Fo}WXRPb=K(J0F2Ou?xGw*t7(XO1S+f7Os=^Xv4zMVnB%z{Bls9P;6*LXIxxd
zh~6sp<Gt`RC5F1Y2VtIx5F1uYCe$I?fW#hx-~P&6->BiU(F6tsCa&K1YjnTR(xn5n
z<TDt96&#LHpMnD(^+<kp-qMd@WHQA)Um{q)cPBF@wV9WIDdI28Kj8mjdL)A{i?OFX
z2PsL37%7p2p}gx9j_y8?M3ADk8`>+%j%cz;_1nw#dSA51@u;nB>}_p;dq<=D1CBnM
zFQL*a81u|H^w@-Ua#_r4D#3WW(;cdn0*V8I)x+tLfdiy<AS^Tyo}>CX<9i_{wg~)B
zkUwL@3!bi(?R^6wm0oguJV-QQ7_YW2H)N(8zyG00HB^I|oY{<Uu?;U0|MY1H$RG1*
z2(tMx+avpWdPuNH>Rum->ACIEHU}rzw))7lKj-I3802+x&y(D*nX8iR@%uxYOTUX`
zX;j=gwRDR_dZxF8luJ-i<lb9*x<2d-IZQSUhq)P1`RlcuR}0FdGb<NseX)DFYUw4t
z^~Z;kgRKT$Fdd)8Jiix|6S$*GUZ08XY+LE|h|K9xi3^x|O;QV|v}i0E8MARk$?fVV
zGIGezJcxG#n!C>@&g8W>oG>k`P_q18<Ka09=6#33s5Y7d#~wPpM!Vo?Lz4iI2+C7c
ztN~-7?J!T2|K*o0I4hXJI5Xj&%0N4U2Df50#9@@D1&|%FdwZHttWr2Ib_FeceXAzo
zFQXI%|HCo!9QJ$c0wrkRohph^Jwi(_x@Ju&i;w3L9cbv+@$x(tfI=dRq}EwugkHqT
z&d!F7SVTw1LEx3oS?uZ?Zb-v-mL1=eVl!<?RPAi-;FRa`O?+3%Zro+H>u$T$A}V`#
z<K(*CA|l+0J@~8C$5$V$6w<!e<eBwKa9hjr6%RDicyjU#?nU1C`S^}aJhAaS%RZNt
zWfpwrd5XW<RyuR1igDs$+g(rZEv^n+prNO+D^>k1k7$;(@}=G-(ef*Tf4#Cg)yl{x
zxZ+~2wsCFS^&TU=tIyT6BHyyQry0E0+WXmfYqQ<19hObf+n3mf33kNYwS6e^Tw{PQ
zB`7I;g`nE%s`X8)0<>?<Oi(o59{!f6zdOA3NbMw<^u<?mTg}akvx7Q5FPv>SCw%#F
zA<>n`=LoN}PuP6Tw27sb&{J|<zG>?rjrPZahdSr(YuY_|{m#OV7H9l4y4HF!uGDw#
z9=3L~KhC4RNwcZ<mWN)<yYt3}-U~#P#IdZ^)5OfK9=XYSw_rtVf`r;=xbmi@Aw~Yo
zvVkFW&r7_lj`;`8c-+Fp+gX}Fnpx;nvgCuGYhDUuHM$<RFge-8_@%Z}tIf;CEL7Sq
zjKz@qu`qPw@cd0<#tLP8Qp8$iI!Y*lo9wxF9zdZ_xdw?=OG_o4*5=G}CI^??_P)X2
z8;(drmn4ExDn4F9^tfyQ(a3<=u=4UEo6OA26jUB#v&D9)lZU8zLf1=5)C1pdN00BX
z8j51ck$0DUxgh_con0^QXFoLRc0v!g+jL&Y!uJc;Os6b&@S}qw>iU67Q#1{^t|6Sl
zs6`q9xkxAmOq2u+)~I1MyIlol8QoX>SHl{g71D7??QgX_Q97)wY0vp}XDEja8;R_(
z-y;@2{Ge^4bl~^h91j!?+cHgkeF_I{e^9C#nRGNnVfav}mPXeY*kW!T0`2kP^#^7b
zowBx$0YCw$Ct5+t$v<9h%zZDwq1iX*kg;M3z^}Ww7<jHKPZF2|icuu(H>#nfLXpxh
zT(#<lUmjh+T;RMrwl;>d^+*ZA^f_XE>_LHns2A5YHM+tEykiENr3&;6jB9uqd1gM_
zZ|)NEKV_%9FsiWj*onwX5eIbxc3GEsRc6{B;J#ED?{Tt4%EhR@HcV{Y(gWN}VKJj}
z;#T*X-^dHBjTN4o#gLeuJy?JB%sS0OZvDyW3T?bW3K<?Vn~rlw0V@M$Q}8eVtv7Ut
z%ON4bRq#G`?08xI$ftGdd-K<n3y^G@I8EsG!U=K#^H~L>cMuxNC(boIQqsomY0j=6
zjyXrc&<s>S6`fEEDUDf7&=7<P!RR6=X+dhyKIModK-?1YIb;<T=>WnOPwS9CGn-N2
z%9eF+R2lxvQaT+f94LyT1(fg)DHH3V5g}%^Rr*RPDJ^u97FX|$;iPBhERp{F?$U3V
z8N;)<Lwfrb*+D}^&!T_;d?2=^YjG{s9LVql5GYcgdnnaja}j2JV3`t*fWNxg$baN(
z(O`Am!$VL}d*(E|Yp$+Ix7MV6Eh59tA^jbyVIZR{7R&FH%xN)c=@iA-^{Sl8@HUTX
zsQV0OhPi9AG5fM`?V9_w=>4y0k;YYh|ATL6t~4R?!Gi}CL)3)ka11Fe?i{q-<1%mc
zW?WW<Ds;4x*0s_`NN=>~cu$_4!}6M>jhP6nzsEq(L1@u18eI1UwMPZib$h;fD>64B
zo7t^%je=3gv;s7O<ktOxP18<b7FDinK$)v}^TevvI{>AOF$7UtQP(xn?RLfj30U^i
z*_OX&=M;KPqENi0ip2Z|9(D}fO*=+w+9+TJX{Kzi%(jO<JLfq*B@%1)&vPc{XT=hj
z%nDM7R73a6)f@+5{Y3`6y1u@?_R~3@(we49WSdvux|j1jSm9zQs-u;nv^xl0@>Wd`
z0JW7`PViZ_r-iUzw{coyoauF-+sYV5mtwR4$ZjRMs52^}c4Iz?Qb%3x&)1se@k9Yd
z(*?u11kI$L7=-^3D8H?8B-w9gaqeK%Inrr>b|0gEnwTx<Siijim=A&5?rb#xfE_^-
z<1f0yv^N-rj=2XDIj3;Ls3SD5sO?FgTjC+C(c!~sC&WC&<l=}oM7HdZM*K$DHEO_i
z4B5&cxhJ#u3I<UTNSKb>cmsN5%;$@~puEM&qF@4qGp1-YoK2}`CB-IyS8B4s>$5sY
z;Xn9gF)2whZhCex-FEOdP)<-qQJts+^-0$B?668*w2W<aX~`H3Jk@tgMgK#Y0PUpM
z>PtQI_Q@3@7*L2OzJu_F4JHI}$_uESZ)4xKjlK7q#4b<+Lf9loVyT8P+gzj|!pAzk
zTS$S!K#epToUD@#sC=e504m{MnIEaR#YSY}*nJV>+E-zH?4ix;#(1;I6<{M%<&?8a
zNZtgS1r<gp%ZQy?;e_o+Lr>2a*WTO=?Jc<vVjk~QQo(lM<~sE<eu9#EM!m?(T~s+E
z>NFJH0Zj_fSMkc9h(qZW3d;lR)M_9a!3?t7!4N<?sx_VV6kJY}#rLgSnwk`u@&ays
z6<d(8cSIVXF-8D(2M?v9I^H`ku{kI6-itTV)oLG4W(ax61*n2R=B^WUFKPJK%0D6R
zV-gGrm0ZclVe!2_HuIR39-2$nP1kT<?2wU}bzD-=+toM0wf4=b$k=Y_ROKz(JZmMD
zbHhZBKMxzWFT24mi_ct={P)UYy}Q#jY<$XXbIvG5cr6smJ<xI0Q1;~TmBzxLr30wc
zCAq`f@*e5KyiCiu_uLVMiEsb(Yn}SLA8&TjqzWw^qkBk9;e8K!iLX&95#=hfKmogh
z`d1jZ0ExQLPZ+f~D3?Yh<gSHF37k?A^l#y8yL@?yqB?Lw(l-HP!1`*ZTzP1_i5`Fk
zEUpJA49LX{Al?dcq?8K9zk%HUv*QF1b*Z)i9d$734#=0(DxzZW1QCN|Iar(ubHiq!
zG(uK8>INrXq5y)ytYvSXgn`5Ura!|$Ms~TUEiz1<_>*?mR8e)q{kLpfe{I{b+sAYJ
ze{CUbFfcj(`fZzgPx!S@ANApB*{biLyW`5wrZ(jdS1CqMbB|6>DPP=_7C-AoV1)Kl
z&xW~4uOc6R$hex{e*1a}>!|Cm9lI1??%mpQOzV1RkIa$nhcxtd+}am^inUiZT3*Q9
zJ>6CPDSuakM(LXrZkrQZX1SLZu+p8kS9Na?Nm-%3yGvEuxNC*Fb%*)IIXNuPK=Y=1
ziyc_kszWL+Dpps=_Vj0joflYo;N*i11;WQ~vJ#)X|Fryc^7b^j$>ED4dK}bPD|9|?
zicLB`L)%if>AhKJl85l)Ln1+k<I)RR@?SzFCVKiP*zQzsd9S1;V6{BqK%A$He8|Hn
zQH@O=cZ`fgd#^9i;6E+mF8At=Q>$mJ%aLTAa08ZSz}vDrBC(z0tHPO50fSOajg4We
zrzcp6#+*Zc6Qb<9PwJ$r6tn@8Tp075i8uuSuiSyyS#~&1#t2PVf#R8;_hEiC)bW_M
zCa@^9Ox<@zI84@ldTp76M2WuIqGR$C{xUNQwO6UCxiuw)UpLm{%-rj8aRNTO26CR9
z#YW!f%#!CCSD^o@5_+0YE<E)&YC4k!SM=@8<5_|9ZOCy%7B7DDd2&q$#*#GTVY<7G
zTto#oHe~=GJOYGtV<zp6B*rK47=vF3l{B!+a+}an;n31ncP+;WZvSMN`u=cV0mCmL
zDLqN5!Ygl;+uA#-(*12d3c3NQtsk^!XjR3@-a%0s>(p7u%M)uR+*iopP0LK(ZD75#
zkas5{hWtLrH?S*k_VlInO2WN!X4%Wcl`w4qi_5&OFh8F}CXl>FzI>@mt|XO)wl4IX
zIt|%>DH<Ji!>M6cuBD?W`!L!X77GMc!grGX0SIjyG2(xq;7MEs{0im4fems}Y+vX3
zzJE}s(lCR36Nv8H)Z8qB{76!3f^o7Eqm%XKh5j<s_o5w%y?b{F2i!d!9q=pr?LV(H
zh=J`rz#Wo(pjD;>j@%|2OU%x%{{H)e=u|ri{3XDch(F#_Vu_HrP{S3B3_6XwqYiZ~
zmAn#uy#C1Wc~vQs+S*!CKu@owl8W}>xW|-l%;^OqQnXEykmv*LUjOA|DSERCU~mWj
zI{JB!PmCU=0>iG^_kai{CwupLF6?#06>7x`ADFT&qqrXIO6qt-$|(|$fKm9l5lX6R
z(60D3*k9)MMI2&YmF=E64dGtz(ayKL<y83_ovKP65ypq2hEa!X0dV_>u_T`H@tZ2e
zU`h+nL_(7=c%=^tl`rj*BH&{ZGpuu58NnTe@jE$+&|i?%gF}WfsuxwF-4t!DW1p*M
z2jlPI`eJzX5NZ)(>{dw$vOnz}wFv~}#`cbY-B{$xvEDEK9-q_?YDnzYLZPL4oeJ5j
zz7j%i|8WqLMU)V+7cTrQ&6!id2`ci)O<Fx2<MWrRITh{eY%hM@5KB6FF>F$YgEw@6
zlx<H<pZ)Y1V;|t`oP5-afKtX7X6Sv<1D67(^TcEf|Hpu<3Cf@Qrko_02OCk+Ku>8b
z2Bk-_SaR)MiU9#REt0>KbNMI6H}UF9wL(@w&^!3}Y2klXfW`Z{S16JJ7o2>mJUBOO
z(Ib4>K>+HE{ABC8h-oX+i~p*Q>5hS#JJNq<v{L9MhI2&ZMtxK_?j<%q^^@)h<oE#a
zSBQv6z$}7H%0|D`kG3+E#P5$=J(6+6P$SYUXi}P>BY^t0%n3URt#s29>~Ha4Pm<A-
zFL1mm(=l;c>YaBF(;Pp{#^_hvMHG)QnS)mC^_UTkxtaj=qyCdgDyiyks%(tWDzb3)
zMq&_9y_)0KkDJbTmF_UE{H~GW5P!~wY~-|KAk+K<7(Q{?;XROYuI=O8<SBb_Lnv1b
z6F05AN-&P01$()g6Gx-J9Q($N8#ge!^rkjevFBt4iB>5f9o6dNzb+!Wkmryu1f#^%
zBi%2}ZHd{gr>CcnC^^jKzU`D0OF(+RhsXOJdEcNbB9SeIIQ21a*lWIcb5+lr$Nv6&
zMz#e~Co$sq=$$pZl_sCWjG>|H_$A1%3xnKUCr>^k^)+}W<gaxS?htl>VrdQ1XBfA_
zP^Hq3M|}=YwK^8ClxU!_yD>~3-z@O!qI-y3eHiv3Bq{o)Jp=DKzG4W)Ir_8xe{Di&
zd(g4R(cfIpY4~>8+t}E2%wtojxWb-!T}#=%b*r9<fZKL_#y|q%DILb}3CG~uWgoiC
z2s|AY0G!8`@R#>z+B1i`A}bppZ3;(+DFS;14CSC!uW-VXM=3rhKXrsd4FFcsJ1+z4
z7sPycHV;;J)3ZMeJbdH4pkq1vvE>r-?c|O^3`RS~2^GWyCzJ!SFS85*lU=)R(}W1U
zOq9I|SW^|TCb4LwXq+|pA$!Ic$6d$p=vG*8xGjtYDMsJq%s`$AuOWm1^vlmptnyI=
zSpbm&PB0v32{`{pG6XhoT8n2xAPqf0Zx`5sfnYJlAJIezF;*mLBm~QCsVCX*^mzf+
zAMDK(k`WCHur>7U+kJA*vF<gUUVG=!ye+pLnjMP2BPQ$RpMIeT2y`*}IcP4%s6uIX
zm$~JbI$gcHcOH2ASiTY}rLsv$wG^ZGyMC|fh5$4I|29*oG&d?&5*VP!<kiYD({mX+
zBLHIw11NtblCyTzKhp;+XjN%=*K6e?<Rh2PY`uBYSuoomn^)9U&2#T`MV{D3yB%6y
z%d<WB%=>D)>zNTv+m(9er!Dbz6*#jbwbw#X!Qm;d%9e;hiMR^u9p;{uj*I-&&V6R1
zTmZVh4+?n}ckdjy++x|%gA2}C`jH<--}|fS!tgt7$Cfg70D<KynuYm<CkXm9S*1Ft
z@y7O#82W10WN4K``w9ESd@BcZ?Ms#{5#+D?&I>$V42$zR?G19CzziPe7kMgf+H}qn
zQxgvBs6W-m30*4@yP<^$JiG@_A?A!^K@%u-4D<?|{H*-^2NKX_i5oqHk=I7NJiZ5P
zAu?%1Z;9<Kp@&v2;;ZH44A3pa+x!{la3(C*=*O7a-=>Hjzc^c1TtZD|`x3k0<@v0j
z?B3b@yKkTGT0Yy;S>FLogW=w-)!s8BOL|x)hkp*Toi#^4!st>%Q*=rBjw^D(i!SNt
zO`hp!WmVsNmX*QNDZ^)SZ&_@0vP{_9k{>&ZT*9M-!wiLwUh*{I3(0oy%(`^pqQ~;p
z%XH8dls#Nk#kyv|ubwHY^wU7Nm6oB*>Ame4BGc<5pQrOo6^`a>+3|$O^8&y2F;$(3
z4kCdQj+d?Vyx1tbEG?8Tq?Bd5Z*6Y-a;@4o3JOyEt~HA;t^0MgOkGqy<AewQXwYwY
zOJ+B9?Qd!-T+;N+THE4il;MD-wlOa=G(GGPLG;mIHb=>~-QJ$-E6}NC%c={p5$jG{
zf3?2zMOWb_k;@T|uiPc_W;+!}cGjKO;?*9I+xOoGl8@Ekpl(=A&yK3T%D6pSRJ+V!
z6sfGdk}<$IfHzRZ-<b(4m{d(b3QK?oIPvP{kRKZve1PQN`um!~ux=ke`#oCe79!7h
zJX{Yf`ZHs?wJb*XRL#uqk|(r#_PqbzW^%=ZncH*}Or~Dv*HseP&>=J)v;Vdwh)KAl
zvB1E7kJN)r<-4#WKE(Xe6Ywsi5B$j=))Y!_0YeX_H;m{p-^7c~&f0kas-eI~)wH|0
z<+Yu9O>++Iu%5Rq!zQhQ4Fr^3_eW~QCxi<&CT!cHu96zmoRw9+F4nTJx~IBA*FZd5
zzWRdfo7zaz!98}(A=w7&HO;cyF4zPmrGHA4V@Ria-7Axewd@#d-gYQeScb7YckfQC
z$GyL^O^!8n#(s(r2cBzB&l-c`ehH6vAa^cO|6aXzO|Hunq|UkE)(OkV45Z|+L8wPr
zFH0Vg{W13T)Ml-xa}xcMLdur{=E1l&!TJC&6HHjawA2EJGA84bezZxJaiC+*6#_;w
zS!gOy{VvB$45E-2Dq*SV$AL$E1Z5wB;`qqbhJ6?x`5ARoM2Zj8TLjsVw+qfn{+8WR
zL(pPDY`CcX6C7`rDw;m~{RQD)Agw9NR!c_0{3Vm*A;dAnh(I0ABK{a+(>N?oJWZKe
z5<5{o_GUlqEyf)cQ6Q4Nstlv@N$aRAd1rg>zA68Ezh21jax%i?*{@XPcS-w=6Pi{0
z<lx~wU~?EvW)Ez+ELIr2+B|ROOjD_7{G@W!tATFY^9u`;zNtZ}gwJ6QjJY;Sp#}oi
z$@H5)Kq=Ukz5yNUH$^oLotW;&ogtR2Rnr~h1>{257ii<O{Yn$s@nxCE9_%GTMjLz~
zG;kw2=W!}uF@JnJFamW)?PUXG0sog{LMZ3Vt_L<wYq99!)LdM4mdr`o@TKQqjl7S&
zl79rgRcWP<I3-KqiI_Is?}C6LV_ZdZ?;H$Imbcf#Sm+-A7S2Cq9<<tn(L&ugST=2v
zHU>H5ZBOH5R$-ynv5(Q`v8yLBzBWi3xnG^@L(3EfF&1@wz>TG#R)9wZX-6qu7Q{Fb
zZg#%BzlEH40vKPvMagS^T|zeF<KqPt38p3W2Np62^ekC(jNFlhVAh}mB0YYcofG+o
zTpYP9q2b-hB)KyMiIuxTju=f}_(M7S;@*DB_`n0BqJbh-L4l_r-fSmof^t_-46hO0
z;`LMZ>$teB_k4kOA27fhf<_Kao+pR9b3lh#rU=d-3Q=;?vm<U-f;xL0J=lSNL8Uw9
z8eW25TGh^!fPCh8{rYWmx!m(sZKObHOyd`he3)D_hrPbedWHUh>PAFDLLC$55^_so
zcWpGtC#5KVHoK*|JrOOv)?R2M3Ae-sqj(VpoKjNdg{|zLUi>{CVCa)gT^vB%EtF~D
zBST9d5=0xc%sIw>mBl91lw>6X2wt+lsvn3n^fNWzGzoy>rJA9ABAc~wZS1{sAY5vj
z8mp`C%lW{0w?Fs_GT6W6x-E`Q7{tHpfRepVWf;pjv&n87r<vDmt!1c#D-6`P`mY)v
zdjRN-sxA&kkKP{{ZrM=tXPXeVECWmSuqd16!PQ2c<3gv8yImXr_I`6guu8-9-<!_m
zJiWZxUX$houI1z}hU^=Xio=H2DZmLS6Y~+{UV$;I(5(}jF|5<VAf8lTJD7yMqZb(8
z#i0kxUN~|aBe!;V8^HbcvS&YdU}VAe%{A!*wY!y^hR}4a2rad2A}u5+HY>*s8k8mw
z{0SzdMq+JyUqn<?{x?^l4NWO*CEBe9Xi^BGROL5+O_%^#DXxdNCn`>=naLxSh$E0n
z>SjEnL=a*@qxHw_ger2N7QTWc7{s4oenbZGq`Y!;B?=fPO%?@`(b1=~(b4Oe=CLpI
z#x<z>$f=4LveW^??L^>I$7(WcBIy`rBl@xT@eG%dzdejHq+X5URqZIa%i&KMhMiv(
zbO(YoT=``7@vnjKTFfwI*R(k+iot0@lzA-n0Yd?|(A{?IE#-CNw0OpC2!k0g|8NmF
zz+ut2^g~BLT6OIE<-nT76e)R~oVti<4FYCpt#vXHX)-{KqlZMW6|~IVn0{t{eml*8
zgZ`g&&%wGuMIQj=tA?0Kg1HNA3UVRW$7=;Vacq-^D1`xx`MZjUiuTHY1-}(7V4N#^
zD|i%6OOP1hFv43LU|T4oFaUxFnXQ(;thKs~mPC;Wv9nVT8guMp*|N}T{fZpVa@X(^
zjw-;KH1X8b73Sr+3u2pZkG_P*4?RPBAB>&aUsl_|1TTA)Re_t6Qc(8M2Z8VUPO2>j
z5dhtVP^_-fp@Azg0h~apu-5$*`~8@fyq@Rhh448yN-fm_4;%U7#)myk7x*aU<m+wk
zI^t7adBWc?WO2|=Yu=FkWu9{THBZa6J<mYyn{hqmzP)HEU!}I{_=%;Z>nQgv*;z`v
z`IbobJSHDv39m=2K<=ANep_lo)>5rJH?PJu_FKjI*N^;a(*mkZ&s8ZuXU#sdJ<-S@
z7l|GC7V4e2O~qv|Ry@vr*@oZOL^RQK8xL5A&*MvbKaVgi{LB+ObaUj)|DO_R0;iQ-
zx^N*3d@PW36u8s=r~8BG;R$*>{=Y$@sn4rEB&>0vMsr*J9)|!=he0*7sUoYLnmvLG
z>%Al7%XXO;?Gd#-p=_t86Y|^gEol$6n-^~lksa1tc07H{P>HC?f;ZN&>d79Wa!<pz
zXc^ahJC>5|W3bsQ=H=Rk6G)Lu#9ye1THGPL*7r8D*E>Jg^3MT+B9nG>GNRK*MT5eV
z!GFBTQ%3}n7P!uafWa7otxC75s!Aa(4kVap8aliTW?H>Er`3J;3NW{dnN#?SHg>#K
zXX|-N!;LgPB?*0RJ-I@(seWQ3Pt@dPzsERc&RQfF=T*DQck-iwS(pC|q-!mU6<)Va
z2TwkhnRehk1x%2o05gw~?T8czvY4VeN~V#PGb5p|0ypb=!^jSUM#@drCLVw$k^9Fy
z-efUwfD>L6w54sZMer8vtV`1&-TW<#zV&l>xZ%5PVUbwddW_Y2Y;gbV`bVba>o(Ze
zIyZvXCYsFXWY5F6bHNa^DiXc9U4bDfSneTbH8N!2)a%zAB^G<gC9z2&KS(8PW?_bG
z$PDcR*0Sm4TeQ|jsV-k<mB%niOK{F+=<Uqt^?Md`7(|(y%mim9Ur6vWq@uHFPIhBc
zw_|TnRS?Cc4Ng8#aYQ{Up?NqqYy$6$O`BR;7^q$=I-wRKbQ;#L95<sd$R)xt>?22K
zVuoWNODU_&W5*2YK+1%D!Ytf#VW64hNdi2|(n(}7yW&vgN1aWPS^&7)$U+#N0AcWR
zC8O+zplRdUISzjp@%ist3K*@986Jg&?Ep@d3?%Is>ZNzU3%$WD7l2lZ57Wk0Ty(g%
z-Jl6nLEwh03e_d-AB@hT^3l{^Q8WU`w)${t&39anuH@yOxSQ&|CrwA5ar4v<D*M{%
z*71$r)+m^}Ze2f0;VCCvIumFbEjwuGgzsAp@;r`LRU{hMfzRCreA?*i#9*RT?d%65
z?XV5i00K>nTXIaG$S$}<Q9>^=*2~6~2=NofP#MhiKZ2^Nod?5mt9GHE*hlPbv-^N2
z@zbO*)v+2NiyJ5)s{X9C2$DTi{on=eS40!6h)Ak9uE4=Wzahu1lK*(^ol(?ivM`m#
z$0l(gDcB$q_!i5?doKe#4HJ!RZt^{s1%+{rlDRaLh6la@JW;5iqPGMGMb@VAvLL2A
zRjWC)3w>#PB&`=I?9YET085LCVY^o_JvsSJhr~cfO8q79rH*-=be*`DpXNL!vuc=n
z*>iLB7CV^V)TvUSLBuhZv+w4keKiJCV9ykSrB`{P9#@@F$@wG}d#PB4<qAgO;oS=M
z=9~s%HU3!4B(wIfMkwX79A|C((|V4o9^ng24-Cyw=vYCngQf!7%!gfBqo?5<`Xc5l
zBj@`n+~5DqT8IFBfBY1{eh(FNa2|>Ds<*Gfy|;89cf;?U!(qJu59uBKObG3l3JQ*g
z?_X_}M(If&!-GX<MuPCfAO?WU$;jN39@cNGUc9$Ws^LjY&_2RIZU+++A4;Oe!|F61
z8J`6B6*i+xvT?x_WCs&UE&eT>zUN{B1~^)n(@~?gVfe#&0=@+V*q2-EceKF-0j2jA
zmYR7Rg`lh_{t@k+ByAz9q;Gyw1y-UERw!5plomir1^6w27;?N7#b)BT!HnUAcDU}9
zK|1OIuXenijMT_?lWOsd;hwzl@5`@?I-9@|G;tu$(OObs0-}m0g!#{T6BtJ;6iE#*
z8|Y?Fj}3Me6VQb#gnnkPbuMl*p!BGh=rv1GN-L5ru~QdksKyJ%7ZHg&$HD%LJ;YcC
zS?_`A*Y$h}mjpHfA{#c;yWU}6Ca#6pDwRtgn9gJW_if%9g^M55&J4Qa(XmQ@e?Lbc
zf$?>wwhDb5GnhQu$1=@h0qfUDU2FoM(|zx}@=Q{~DN-jMS$7=2ug>H=c#`XDKnO*-
zKlb41gi<#k;Fk073l<3jwxSQ=P9N2Q>DLR`@I=*sZX;xNi2ZTmybp0lxrbw4Qb-1*
zq)5s1xHEC_pyuFg4Cr996S*Fl({yS2yyAm${xDVT18>Npr!g0#OqMt1Js3a|wFJdH
zwQjpwc;Ht0Gbl&8$-O;2f{OSs)t%V9z&?Nis_0@nBaffw61r8X*oW7mmUs)sR-W1n
zm7|BHA0Tplt30)1oFfzmsZheQQV->Xo~#Cm|0~qKCsjJJ#W?r+^w{^Fi<JL8*nUGv
z&VP{AemCS%SUBxV1oGKWFI@yxBh?wt;BRmCZ*iZBd2@W>J%pLOo><ZI=W*hylw!hG
z2b)+Y*T^mdOpirMGi|hfQSy*$LMT~{a1h*r=yVMFNL~q)zi8bmh%*rnK|bI`ykl;|
zJvJa)>HB8C*@YAcO-zFDay<t$)366xlw1>ywXWwtqhLg1W5kQ{Tu<h!q}qK$S)=$A
z9qUa^m;Ok3e0A1b-%$TwZpf<7GH-hEX5gyp^5RX$J+AH)9la?q*H=hK_r|BDClL?Q
zdn#`}dB=D0qL)?Wn-dO^$D}}17k>Umt723A25WHGH#Qkx`o!lNtM0DTS;MD!)bjGD
zmS>t3vovEoQnFbqc}m};?+~3aO?dY{<rw|B%fjvU#(U09mJN2)@mkWOQ67<EGyJ&X
zl-9gVof{7Pv()uv3U6HI7x_Uh>Yabg)E-TR$z5TGM5g6xDBG*aD2IBsJUPg$+#QjU
z?c``B%a^=~=kVoyHV^fDD?cok8`(b5d#ebmE|--Tu$ARf7ghXLH?^lUDqT`g&0%*9
z<^+lcLs}y*B>s7{zDmU^`JVDm)*ADj&Nta<H@9x^6b^gx(N}{hd&VT9XV(_r_2;AW
z->fb-GxD8!cY0@=zVD@3zHJ{gd~3UTI+bD_4_!#h*jc9@(=jWQN6X>R<j4QAyag4)
zWv`Ex!BOsGP&~nk^fUosPCXky6V->635h4A?62yR-8CL^O21&NH;3?sY><)ia10By
z@`SRAT%3rp<c%BK&-hON=K*``u>1+H9j88F<K2|&*H-B<CUBkyvRP!2I&E|~b%KD=
zheK$qFo4N=@Zv4b7T^@P1l-*Qvy@$!2+?G`jU^fz)%z0Le>)sODuK?ZS#+eQ%LAE|
z`g{fO=|4p)c`H4#I0qiOCJj<?aF&Q>C`w&~A0u+kH&JgAki)OwsEgshCXTIu91ff?
zN?1FP?^h`OtOjsV%E0H~6?kz1&I6>}g_3U8EKP^?=fNsp|KZVuG375viVT<n^2*o*
zbGSNEx%%u4wD{P;)XPJ_E=g-jAUs%@UV>ygGT3f1TD`wAYY=udq)w}`PAd=svH+Aa
z@FSor>Q+D-Alwcg#tFmDWqKUs+s_pT36V&#m6Sl={1M_#GN&MbYp#jo9iY!IS8tU<
z4W^;u{T|A}QVJXsv}K=VuN#3^LS|-UUv)HgD+i1&qso~XTw7~My5+&Z(Se2Fb}2Dw
zBn%6`8mX^Dfkha*9I8#(4fEFB;1eR9AO><eBlHb46QcNAa!4NsrN>WT;3S~jq$H3w
zP@n1zV17&V=5fa_Fm>1|l>#f$6FbaCg}<#zzhc2Xuv`tpaWwvjpHu;qFB~O-Ax1$=
z!R%FZIf*|^M5=EJsJ_q*Ulb?L5YR*^jSfL_&m%5UyNi1(o%x)-a6Icba5D@|$f*dq
zOlH)u;$SM2ZkP^Q>=W0o%!S`*ShDH_;*A94UluNAFQMYc_*2qnwx^F`il6Z9G$P-(
z!S)o0bVRTR8De_&Z4P_?>?GV3%&=N*Yrv<1Qkxv!$04ds8dKchS)nnVgHF$R{%KML
zs<lvPk)A$#R=xgfjlKv|k(U^TppFN)O>PyW?FIS&+X)4_YegnpP^fFcN-(qMyfN2H
zq$C5^<j>|5DCHdRI-tM5t$h5AWe=tLa?giY?vx!=yzq}lCFILM?H}Ebb#=$w%kw!E
z6>r|&oJC}<!I5RRqp7RJBM&Is+=+cD$Eq$RCQ)cm3@g$<$I$T}rZ4(5`eJ<L;Ot70
ziW3xuUY_*+m@#-@@=ZfP{O1GPuhWiINrn@Ut{(EN-58a}JK`hMrrLJ;utyqPV%PCZ
zL3V%SjXnE|Oa6dn2WUm&U!@uT0KU{wy(91gs`>_)2U!x#ZwZxzYNvm|pl3cXFW`lw
z<XOxc&P7#RyEcx({=Q*mRlR&fHp>*CLm(I;iSgqdB^I;)4Q~M`z}SAG&Oo$}8NUkx
z-_8s-EJQPX@SC;>#4<&7!10)Ck&g=;1hw512E%Z#CBX<D*QV8==B0#bI3R#eNN!;y
zivpH9<7*(Pq)(9W<b~MQ;9r>&;?KEr-xVhD>w?ZgyU$<EGR<L7XD9wOUc!ctn-N0u
zKM(=PYz^e>5wKfCK`AE%Hu5CKU;o34(@~m|psuqvRfD9L5KG(!VFWxMBE%$&>j6OR
zgWWZyJOw6Cdj{+&S17OyN}cgE|EhDd;gCV(tvs+wFq!<8nM4LUq_v@&;~OGeD%l5}
zL|aT+SIKN0!@W7Pyx@%ReAV>8Sdb{%PyZtqpndI}%KS(V9uj)yN%KHH1jwK81o!YB
z*~ehER06^e_A>>F<{G2X5C_w)9`v+m?9AE}0fFx)M`#o3ajC8!*?q;?QR=Wz(~-AD
z3?5}l@rIxW8VZ>B1a!>H^n?5?&`4)ClE<)^`=CZ>!z9*Ako2j<lp!}nsD%?0D>&~M
zQW`d?0+gago7AWpe6om&2UHpq!dm*7vPJ>ABXVXybx%+_Kn*XHgSUYV5f2~dNrEdk
z(mcQdK*~&;>;m0?NyNv<SrB?>89pAYLf;TeeglK9BhvflZHsnznxbV(w6cGXhwsAL
zG+l#dOOGEj0&p2p#AB0L_qp@$nKnoLa$GvUjUlfpUV44^(skS#5^XGg36U&*yGC{$
zzwKnH^k6z~^AF8DvHJ&`Ll)<LsEB*Us?{)?w}qK4>cFq=xs>&vD&u*}$9SP&iM5qJ
ziP(k783{v*kOik^8g`#Xdl?uzk>w7F>tO`fPq+*XSuNmz#0<s|A}~jA*)l6EeLGjV
z|1d)zHUNn|@Q@USOA0*W6zU%VtOPP<3EhPP;~gM7&@*wGSen5p366}rLFK{A&6-g6
z(ZPZ#O`qeAF{<akRo`FmO#9c%`z_J(VClrfE$Pg=qGjpO6ua)q3z@0Y#L8o`yL+@-
zt%9HMt6$HKj5_~=g4F-Y>fUG|C&%W%4I9&Sq7S6CV}>O~S90fS7?-V06jv^(IPJNx
zc&1%(P@}Tjr%;(DYmHQ|&vgP%-+!_=-m+-+uUZQ46@8noD!eQI)b)o5cVx%1#2WRG
zDaql#Xa3P6E86=pkTpwl-(bG5VnEhPEr+l>`M3ViZvNoY79XQLaksO*U3C7ItIBqt
z!<D;ET>5lRCv)xNI^%oR!aDX>H7-S@Crx<sFN<ji-Jh+>kBCk=Ni0ol=O4ib7KQGe
zwa&UWtbVw89j5#hkidsvY`4zph8<4CU07!XsJ0?Pjf9N1!4_XGliD-)8I(E<)FI?h
z6WvhuU_#{EtuyC4eDu!U*m`2pzPa9<p_Xc=UwrcVpN>EUDm*H_==h%XtM(pi>b=MH
zPto>Ygz@XbU$B%IhA8#l0pP!mF*_J&eP}+~$;*JolkeWWd!~HUkUVYRnMq~hSakwG
zrKOZCkTxb7>E%GG`@aZP=k0q3`3#CtWz?Khqmzh?#GX{vN6;WN_ohzCivSJ8t7*fK
z16HZ1I)X7V(C_zVyCc!gaMMwYeY(e)G*p`~aSVUNI2fZx!s6k$@Ic|aIAMA88Fbo7
ztXY$Yvx>BaM7~BX0PP-Gr~;|CggG4fr;yDFd5oY|(r}Mv^DnqmLU$it9Q7j%Zqa;^
zA1XXNZ_*EfEpzkd83)gz_iu%~9!KvbN-GLLn&colFHbM~kDG)3u}@Ji?@CDy#dNe1
zXUcuKXkddByb46rfJ6yBIKAUmmwwib+p{U4|1YPZqyi2tq#0+CcDb5BR7$|DTd%?<
za*94Jsfcq@Nd8Ex;QT>Z*o&`bf?R$-f2~da8;wT(2PLQD91{Nlsr$d!i0D70vbASP
z#hDk~icTn$RYKzgOp#a0$^#MBZ*B8|Jp#rnszj1njj||*EM)3$!yN_s;FuK^rcRM~
z2qF;fLG3AyrJ^y%qEB6Q3@2jf6g=3+slT`FvR!#Q6Vltawx>XXCoe-lzT{;nIs<!w
zx_U{jF$ZiuXwT|=B<lsXupoM&!A7{4>wK$7EV$31lu4EdCr^kJK{*HC7o!tzE>gGe
z=>|P7$pSDTBZoF3L4(gjOh#xU8GMn!!M~!^sptd<p~%c>xPku(!oUgSfY?gWQpsr3
zzYxoL$yVZu#<BeuNNxl}fu5_0WnO{rI9_a^@v54ugb4eF?3TH_mj!ZwhPr3%D&_gk
zjeXiON#|0J<@?(;@?6q$a>>ax<CTbL4B5MLn^EePZB5BRuC=0w)$aQu7i`JrWX#?B
zH`_}(5>B?I*Y}@b=$e{!g-iUtIQNZbI!`$3XEPsWcGNAo5d-zaVK9qLbs9@vG^hz4
z7ZA$@aUsZZhnC5tifZoMs2;x=7kY(%JhN>Vd#tLlr>txqIh4Q)t{jvwblxI?j{ln0
zutArsit>HeL^h!g0p56B5GW1ki+V%-@00CMf8$}uIEst-pYSjwajfWHIzx(P6`e6-
z28rwA6B0l&UMvcu0k(@@&n3UwiEmh9m*Z>zK)zkl>tQRXzWwUsD0x|VlNUctlzr!_
zzT2{C;XV9S<5ba-On+TZFP)K-?(+hI;)>NfW%*Vf_KexKvv%=BnRJ${&ua~hp|z7W
zyX-8A-h393awyL%*fiVQ+2V|~vYE=Jrkz*hqK4nD;xD}RpeOG7&r6>*M%e9T0;M!?
zI2yTyb=*vN$p)?HtD-q84`%3Gd~<5HZ{?=N_dFZ;uDra%jLW`S*c!1&t;zPaYjsHc
zb@`|J`#rLc={u<AFLU6(cU7)7Cp0Ac=z_)%&dZmD-t=_fc8hN~qj^Lx_-<`LRC=vm
zaP7;2sba34q8kcWN?Uq7<|e9u&HNzI<g({>{*TLLN`t;ws;1Ux#w>-(5R~HTI+-04
zcY79{Qa4Y%JL6<x#;LfS*&=C*|F49GU9%(*&4dKJ9XR7OPo5k+>h>NrE18HPhAZ*e
z5Tlws^p_vZ+kgAtml0li{Lje<k7AoZ|3pE!k1tM3bR6iJX=OYP28_<R;Ot!S`P1hA
z6-q${oEHBew^)=D+mV-i3kNJ}qEJBd;TVuJiMB-wKpOv&SP+9xL+W;6au)NjEyCP*
zJ$ol@Yxk%**H@ynQjtkaTlb=y>(oe|UfNnl7%UlrLu?5|ssa`OA2F2AYqF8bzREs*
zi|2)6-gd&fg99VlGqu0AlJ=|&j)N4J*tGxu9n1PSpSZYGw|--i_=mm5`^-D3-o=uc
zY?DMTE`QCh7GeLY6>{Q_hOsSWKf=)IjsDn8JG*V)WDaxkzt4y8UpfAN^E>sON-KuQ
z2_v6#HdtXkKr~43s3Wh5KMYItCL~xg-2ZnWKd>p@&MvAZeP_rkr!BTC|2WOob^dtv
zd;7^1P?g3~k~VP#3CY1f-+_S_{6w{FS8^OC`hJX)i@W9YNsqLUL`e~}?5a&A80;e!
ztR<Le1?jT1j30&nX5<peV=px+=Ip^eWH1U8ggxJ&h%)dnq!dCp$Mhkx9tJn*|MHmT
zyP4LzbN{>$SMlsHiL1idyZ9Z-qxKG*(Xrp`P{4?iS^4RtV792Q^Y0?Pe$K-4&H2AM
zmFvPRc((`YWXu0i`^HnbzE)DRq1ra%qRok=vEB8i5%Nl;|It*i-QL0+r~hHL_+)sy
zj%I46Lo)<AAKVFENV>+<vuthK?Oyp$ZNX%hC8y4}tHoV#_D!?z>=b;RJ#>uc>9%M*
zt+utD(B=rWlTFKP(d&gm*{ifVglB~HhA%1Vo}*n6&Ltf<JvTo$oCY%hUTj)CHRm^#
zZ3q<UVU8*Up0iPyuT>a+Rwi(|;^_L&@0%O}U$SIoOXDYbo{+~+QdD<MUKLj;giHCu
z<zAXcFdZv27CKiIZy&sm3O@{p)F2$Wjsf^G7@#=>{=*9WUb(;;a0%c&(7RupEfu@H
zwdzkxabjvsb$(NGXst?uzV;jBc)x(8Ai4$<7LdQd3XbesZ84v1Fdl)>2r#hYQ@tnn
z_eh6wojR)e-KV$y-*-Hfxi~e%vJHlGP@TeCaYFpL*$Wr0ggG&G$ALz2_J)a(i`x%l
zU1ONq9De>fO{FKo%Oxb33scUzeEVJ#7038OrW1NJrohwd7-$hzpnWL}ARWQ!l{&|>
zVw6<tf|i(O3>F+d9R$~fF>(VXJOQMv1683QgM-4CZF#gdj?{+Pmu9rX%B>PQyYisz
zGsZaRN=l5bdv9jV1UT7R8me>Zn($fYH)G#v;>&BcQ{(2g%<B00dLTj`>DSpuKV7fn
zcnofQ{dHXMjhFhQIeQWSR)(nsDpYhL4uVp53z7sL1x`oKEP>$Gf%eswesagH6QU=7
zn45EJ0iGxCF{hH<wkszTTt=&LyUG#rM8ZS;PR+*yKIP2i?^JIAth564ml+KF57sV3
zK5>|P(Oo1gbuMg6Qi+sbtHh=10PMe^d-?LqChc5Y=U`VHp6Y$p{29-RzonDl7HdUQ
zSJwyKtt9jXu#(U{+<6n&B6ztJOae*-^#ge2Z3qsC970~63JsLVN!S%IEz(e6>Z5{Y
zyFinFj~kqHt>ElP%4gi>uR+TIz#amAg9l$3aM&-f4~!E?fRmFEWTi9;hkwZF-kbG+
zShrMsp%*uK8IYU}GxaeSsOIQF?{>ctrq|7zqVPCG7=j{+n$Xfv@*eqQLYYk@e>f=K
zChT1n0(BUohr_XWH)tj*J%-<@bQ0kigeV}al+|<7`XTwu$92V?6!_R)sYbMaOghNb
zoznCWm7xQ80Irl8ozYjIwV^m~%rFedRNmjV@P6US*P7;jAz&6-l8O!=fZP_y1W1v4
z^l%O&H+Cou+EA=(A(4#$gtYoEsv(y8{Yd240%-;lbBXC&@NG%9+#K@(t5Fnre%nC=
zcTk(UixN!BK)ngQBye&Erg&gPmq6GPHIxt^e~kE<Ko}tmCWRG@Lq=u_j6z3P;d|f~
zg_@9yV#R1bGnj^Nps-Wolie`j^E>d!ffM-79;a!0Arlk~KU|-QPl2Cx(6C#2Y4M}Y
z8*5<uYn|S`t&W&Z2(lnuFeW?IgHKH{a;r`_;6`8q!Q(_z16UCQuhM9}gl&|e1;&av
zh6JU&FkG~R5hzimNJUP`#3Ws?^_=pu8N7e0h2Ym5`NPa*?~=2=L<8NICG%{W=#jdc
zP%}_;%J6tn0v5?H5cr&drt>cJkTjA?es&7(v6zgTj6p0AQ=)9N!BDu+E3pt}4TRlO
z(hN2#;(}HZ43C>(Nm^uhZ5p3=Gtr>=d(|Wu!>vc|;Fzx?%rnX928n{@uBULnX)Z&|
zFPh(CE9}DuC$HWT>^^<4VqidztKgQ3l}&$Rfv8M~NrLFB7}?}51*fB3F@nc}H*2Ww
zy(Dmx44j-KDnLHH;1}fBR3HH$%9OXK-W6U0=(soOgKvKeLC}=jL#heERs<eWmgGlb
z1mL_UM`lEl*=2LDvq0yq(2$RcvC{Yy5FVY<4f8ktl8*5Lg}h)u@R4)|w8P=UV!T81
zIrtwUrfD<f8-RR*UC?QB14RZ7!a5+DvYBAbR6>^U#ImBntDqtcs8nH(OZlD5F>N^-
zgE9=3#V!S%tl0-IB(_a4xrk$uXi>U`E6e=*?+&5{2oa<($nvfQhzaw>?C_+#fM|Pl
zVx$8cwe*q^c~XF3S}&Xj7}2)!cwVu$-?FT`g%M{J#1erHG3h<5XS2VTypO554;lB{
zrM*oYy;(o}j76ZtP6^17&iH{dzvdG6g61{PFrrjZYzAF9AGNj*@bqS|1fqs!EL1q?
zeDR_$SvGm%IrfFbcC|{W<eD{W@N$$td+Gw+-A#8&WWjTof*P^bk>E(qN_P1GL{${c
zaj`rpjiDKW>IJ<XTtYNxaV&I+Ajk2Y5^hj#_?b63#9{fg`v8eRGS<uCn)(rQGnDTX
zwHSRg8IB^n&U?FFWz-xP2DJLp5z5~Vu_@BzC|iIh);Cfo_ET<-%Yp;sO3yuVI0ru?
zpL`Nvk)*xWu1&KSH#FH==gWKDiwHLJfv=xzB|^w8DDMWiO7cD9+u?jeL$?u$gSZ4U
zq~Mkh<Ec=A!p7XpOs}7uoN-TZ%X0XK?p_m@I8fl%<W71Jb8K{Wa=-kN4dr$-NF6k7
zx(UN?*P?D_KFsv}LiBpyyG(I3T=Cs^(TG8N2q8;3rjo>00a#QDr5*h8=P9Z~vg0H>
zh(ra#ZtQAWkHLGRuqAo{1sPJEin@ecu%JiAo+t0H^*fbdFb^xTM2&|Cn2g61MzI7(
z2t~e(NiQ#74qK~=%a1C6OcEh8FJhVED1rp1rqa*H$0FlivXyqXx6EtJUOX%0mrhoV
z03D)}Rri~jg~R`&;wT=|gpn_Sqr=;AOvw&)Bt)+uS6Y7x#X&3ycvg<hI2++OZ>Zrp
zK{6EwS~#*0u!r{LDk&+Eg0bCx%Sg>pkoTZEZ2yF{5K4qy%vx1L6Q1??Bgv3zadK~=
zd~xC+mS;Mh0ueR~!X2S4<-NZ$;T%H_fV7`LO9>aI#4aq2n;-y?VOoG)g`S;j8hvpb
z_Z6<9ipUVb<<o}z-%eqKlyNw}!V$?!A(TnU(*8Xbdlui82~Y*KSrdz=0vSj#cuY3Y
zBMbS?FEm2_B=c(3@4N|DM|(fe4Apsobul0zDR=>pm=GJ5lyS{u>2kjJj$xlCzWP6n
zoqbHybsWc`R#z(@ijfVQHg)N`X|}+bFrFr%F+k*LtHGj`qfT%s$5^F6Xlxi`iUw2Y
z2m~XZdYC~7aw6c!0da`9O9*!{iCYd*1SSu?-fXV^Y4d-MyZhbm_x*gn-_QH~dgHAj
zBm#e<q^aNL<`)&+D5+l??U~=TaG^bRcg;Y7cWRuuxZYX`%Gh7O{C5eLgd&shLq=ns
z55Qw%2lk>*!~TA!Vr-$e_Ebo4PaORpn$zg}enVbfWtovd?LGI&RnraOJB6L-Wdu03
z&bfV;`INONWg>J$%?SG}8Di(`Gfz&J*}I?W^E7?BWZ=uyO0u9XH&Rln1_yxSJAY?U
zI>D})O*jD?-G&oZ!+<r=3ds{hWF|trN@9@$SQ3!JBxH4{H<m&bTt*c4MkM1FND50&
z$38vXB6&i~?B7SV=m{!*OEsB!>~08unrb^=#e1zx-#BNXyJbfMKqI50>{zdDmidB>
zb9xEN$9TMKb%!R6mN@G<fmDz=9Zb#pV`OB;GoMA#h@*~@8|A%k=DqbrzfdSDnCx<M
zMt_nNJGjxdJbJ-9=A-k7-ecUhVvEB6Wp^BcPh&J1LkMeVk{cPFK}Ceq<rKI0Ai|oF
z14+aD44r?aI$0?EZaaEV#SoNJZhzfQeyB6AP#A2bq3Jk6Y!&k7Bb;emmE%#4nQUv2
zx0`Dc7CG_dy~qee$1L*2wzTmQY3|V$eLv)oDn~>S;%>xw-x%N2aItIia8xS3;!$dG
zKcR)<%kPr@@u#HIV&4H^5hC7$4DeNCOUj%8mzmo%F?Yqy>g8yEnZn10`_7!vMTgM4
zLlraZ-Dv+iCh!%3fq{47xQt2wprDFduZ+8M;3B*5!JK4HlPkh4o3bw@%)Q@4Wox7Y
zn#sQ!rJ6)A+STEsra`PPSIZ0H?N>)!Lt6<g$TX}H)(<e9nOFtDY2iFWG1wb9Y4-5B
zM={Ykv{rq!B<dC{#ZyAstNB@(+z>#&s9ceC?QLzNjP|c(E%W_`4X=Vva%<fZ!=%H)
zZj*uy&&1A|cNjp#tw@sTrt;=3ifr7}GP_@CK8)M)$tU4VcamT3Pj0SeX2RuI8|(EX
zrtkqjq?ZzE+!KI@ra=82A!IAjyQ?GOkEMvxRw>7JGx&Puk&NePeu1luu~&~~eOv53
zH4T5`i|2bwCMd0M5|X$RZ(yBpJU|~!bZT4bJjT=M7WI5UvsPfaP>`ye;6kcj>R-Ju
z9V~G_?2#i1dVut^i*;~MvEzau|3;%yR#Tw9IQb59of{0}D`k|Bd4wh}l%}8$D^jH&
zM&I>!ud9V5llLoK22l<5tm;m))bCMWBN9H$vr??+V@h$Nr}1bGc`PwG+-KsjOqL4i
zk^W!(qQWg<L+5%-L0tjaa}43cUg2Cscf8%;Sn8ZtE3AwjCa*QcZSGv{v-E!Ia&zB$
zba)vgnbM%6g7ecNo0!FE951z@+sCu4Ym?|$64`ogb5{SDLLC^x!pT~93V{d16*FCw
z&gD<8Q(}ZJ>*CYu=htFSqp_0$Wm5DUE^Z?Z>!g|$^PQWk;$P5Fp6k~vrYwa0ul4wd
znC>;TKO?f6{X;*|^IgT>^#OV5lms)E)dbG#+Hb`!E=w-I{RFRl#H!;PfvZ&2MpDmf
zdK>a=`pL(`erRnCR4>axO(SLVgLv1B(8XW_|BUHA%lsJ{Ykf%ogTG?qO^VAmSUV?J
zII7sIN}#ef&&PJ-ifdR7rcL9THKiSO^8Nf=knM7D@vTW2$&&q?Mayfbps;X5!4>oI
z*u(zY|AiktNR_buCjjl?f;j%?0PF!k>*4>QeZjEx^O|S6?!CBZ`Q8~6w!Jp+ozMOO
DzJ{$r

literal 2396
zcmeAS@N?(olHy`uVBq!ia0y~yU}|7sV0^&A1{5*9c;^X_vMh0pC<)F_D=AMbN@eg(
zEGfvzFUiSFQYcF;D$dN$GuAWHGuBbaC@Co@w$j(ng)7j@FG|-x|8?J2pdp+E9+AZi
z4E%{8%(%jSc_sq`$4O5Y$B>FSZ?73LGAQsIFgURP`9r2YHLj|%^JjDz7>v%n2kN|M
z)WE=C$R@y`aEyV8;fRC-LxTh}2ZKN|10zEcj{<{34<idhhvBHA(I6O21)~{Zv@94c
k4o7Q*(Mpl7?E*cuO7=a=mv2e}wpSQDUHx3vIVCg!0ONR|&Hw-a

diff --git a/pomelovsd/ExitMaze/main.ipynb b/pomelovsd/ExitMaze/main.ipynb
index fe52684..3fa579a 100644
--- a/pomelovsd/ExitMaze/main.ipynb
+++ b/pomelovsd/ExitMaze/main.ipynb
@@ -250,13 +250,22 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 1200x1000 with 2 Axes>"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -310,34 +319,10 @@
     "ax2.grid(axis='y', alpha=0.5, linestyle='--')\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.show()\n"
+    "plt.savefig('analysis.png')\n",
+    "plt.show()\n",
+    "\n"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "f71359e0",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<Figure size 640x480 with 0 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "671b32d2",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/pomelovsd/ExitMaze/results.csv b/pomelovsd/ExitMaze/results.csv
index 55e8ac7..971607a 100644
--- a/pomelovsd/ExitMaze/results.csv
+++ b/pomelovsd/ExitMaze/results.csv
@@ -1,16 +1,16 @@
 maze,strategy,time_ms,visited_cells
-small,BFS,0.051,8
+small,BFS,0.031,8
 small,DFS,0.027,8
-small,A*,0.049,8
-medium,BFS,0.039,10
+small,A*,0.039,8
+medium,BFS,0.033,10
 medium,DFS,0.031,10
-medium,A*,0.042,10
-large,BFS,0.962,197
-large,DFS,0.84,197
-large,A*,1.042,197
+medium,A*,0.044,10
+large,BFS,0.641,197
+large,DFS,0.574,197
+large,A*,1.016,197
 empty,BFS,0.01,2
 empty,DFS,0.008,2
 empty,A*,0.01,2
-no_exit,BFS,0.007,1
+no_exit,BFS,0.006,1
 no_exit,DFS,0.005,1
 no_exit,A*,0.006,1